From ced2810a446a73c3efdbac6b90809fcefca340ce Mon Sep 17 00:00:00 2001 From: TorresjDev Date: Wed, 17 Dec 2025 03:16:45 -0600 Subject: [PATCH] feat: Add sound analysis tools and visualization modules - Implemented for audio processing functions including waveform normalization, decibel conversion, and dynamic range detection. - Created for plotting audio waveforms, spectrograms, and frequency analysis. - Added a WAV file for testing purposes. - Developed a Streamlit web application () for interactive audio analysis and visualization, supporting multiple audio formats. - Introduced a verification script () to compare analysis results with trusted libraries for accuracy. --- .github/workflows/ci.yml | 44 ++ .streamlit/config.toml | 15 + README.md | 90 +++- data/space_odyssey_radar.wav | Bin 0 -> 138104 bytes figures/frequency_spectrum_audacity_style.png | Bin 0 -> 182350 bytes figures/space_odyssey_radar_spectrogram.png | Bin 0 -> 375529 bytes figures/space_odyssey_radar_waveform.png | Bin 0 -> 123383 bytes main.py | 41 ++ packages.txt | 1 + requirements.txt | 19 + .../__pycache__/analyzer.cpython-312.pyc | Bin 0 -> 6081 bytes .../audio_processing.cpython-312.pyc | Bin 0 -> 10844 bytes .../__pycache__/plotly_viz.cpython-312.pyc | Bin 0 -> 12668 bytes .../__pycache__/tools.cpython-312.pyc | Bin 0 -> 9248 bytes .../__pycache__/visualization.cpython-312.pyc | Bin 0 -> 6516 bytes sound_analysis/analyzer.py | 162 ++++++ sound_analysis/audio_processing.py | 267 ++++++++++ sound_analysis/plotly_viz.py | 402 ++++++++++++++ sound_analysis/tools.py | 227 ++++++++ sound_analysis/visualization.py | 108 ++++ space_odyssey_radar.wav | Bin 0 -> 138104 bytes streamlit_app.py | 491 ++++++++++++++++++ verify_analysis.py | 123 +++++ 23 files changed, 1965 insertions(+), 25 deletions(-) create mode 100644 .github/workflows/ci.yml create mode 100644 .streamlit/config.toml create mode 100644 data/space_odyssey_radar.wav create mode 100644 figures/frequency_spectrum_audacity_style.png create mode 100644 figures/space_odyssey_radar_spectrogram.png create mode 100644 figures/space_odyssey_radar_waveform.png create mode 100644 main.py create mode 100644 packages.txt create mode 100644 requirements.txt create mode 100644 sound_analysis/__pycache__/analyzer.cpython-312.pyc create mode 100644 sound_analysis/__pycache__/audio_processing.cpython-312.pyc create mode 100644 sound_analysis/__pycache__/plotly_viz.cpython-312.pyc create mode 100644 sound_analysis/__pycache__/tools.cpython-312.pyc create mode 100644 sound_analysis/__pycache__/visualization.cpython-312.pyc create mode 100644 sound_analysis/analyzer.py create mode 100644 sound_analysis/audio_processing.py create mode 100644 sound_analysis/plotly_viz.py create mode 100644 sound_analysis/tools.py create mode 100644 sound_analysis/visualization.py create mode 100644 space_odyssey_radar.wav create mode 100644 streamlit_app.py create mode 100644 verify_analysis.py diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..006adc9 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,44 @@ +name: Streamlit App CI + +on: + push: + branches: [ "main" ] + pull_request: + branches: [ "main" ] + +permissions: + contents: read + +jobs: + build: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + + - name: Set up Python 3.10 + uses: actions/setup-python@v3 + with: + python-version: "3.10" + + - name: Install system dependencies + run: | + sudo apt-get update + sudo apt-get install -y ffmpeg + + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + + - name: Test Streamlit Config + run: | + streamlit config show diff --git a/.streamlit/config.toml b/.streamlit/config.toml new file mode 100644 index 0000000..8ca8d14 --- /dev/null +++ b/.streamlit/config.toml @@ -0,0 +1,15 @@ +[theme] +base = "dark" +primaryColor = "#6366f1" +# Removing hardcoded backgrounds to allow native toggling +# backgroundColor = "#0e1117" +# secondaryBackgroundColor = "#1e1e2e" +# textColor = "#fafafa" +font = "sans serif" + +[server] +maxUploadSize = 50 +enableXsrfProtection = true + +[browser] +gatherUsageStats = false diff --git a/README.md b/README.md index a882f95..1a6dd9b 100644 --- a/README.md +++ b/README.md @@ -1,42 +1,82 @@ -# Python Sound Wave Analysis +# ๐ŸŒŠ Sound Wave Analysis -A simple open-source project for analyzing and visualizing sound waves using Python. Clean, lightweight, and beginner-friendly. +A professional, web-based tool for analyzing and visualizing audio files. Built with **Streamlit** and **Plotly**, this application provides physics-grade analysis of sound waves, supporting WAV, MP3, and FLAC formats. ---- +![App Screenshot](https://raw.githubusercontent.com/TorresjDev/Python-Sound-Wave-Analysis/main/assets/app_preview.png) +*(Note: Replace with actual screenshot path once pushed)* -## License -This project is licensed under the **Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)** license. -You may use, share, and modify the project **with attribution**, but **not for commercial purposes**. +## ๐Ÿš€ Features -[![DOI](https://zenodo.org/badge/1096327265.svg)](https://doi.org/10.5281/zenodo.17607793) +### ๐Ÿ“Š Professional Visualization +- **Waveform**: Interactive time-domain display. +- **Frequency Spectrum**: Audacity-style spectrum analysis with log scale frequency and dB. +- **Spectrogram**: Time-frequency intensity heatmap. +- **Power Spectral Density (PSD)**: Energy distribution across frequencies. +- **Phase Response**: Phase angle vs. frequency. +- **Amplitude Histogram**: Distribution of signal amplitudes. -Full license text is available in the `LICENSE` file. +### ๐Ÿ”ฌ Detailed Analysis +- **Audio Metrics**: Sample rate, duration, channels, RMS dB, dynamic range. +- **Harmonic Detection**: Identifies fundamental frequency and up to 5 overtones. +- **Speed of Sound Calculator**: Real-time calculator for various media (Air, Water, Steel, etc.) with temperature adjustment. ---- +### ๐Ÿ› ๏ธ Key Capabilities +- **Multi-Format Support**: Upload WAV, MP3, or FLAC files (auto-converted). +- **Audio Playback**: Listen to your audio directly in the browser. +- **Interactive UI**: Native Dark/Light mode support (toggles via Streamlit Settings). +- **Export Options**: Download analysis data as CSV or a text summary. -## Getting Started +## ๐Ÿ› ๏ธ Tech Stack -Clone the repository: +- **Frontend**: [Streamlit](https://streamlit.io/) +- **Visualization**: [Plotly](https://plotly.com/python/) +- **Audio Processing**: [NumPy](https://numpy.org/), [SciPy](https://scipy.org/), [Pydub](https://github.com/jiaaro/pydub) +- **Deployment**: Streamlit Cloud -```bash -git clone https://github.com/TorresjDev/Python-Sound-Wave-Analysis.git -```` +## ๐Ÿ“ฆ Installation & Local Development -Install dependencies: +1. **Clone the repository:** + ```bash + git clone https://github.com/TorresjDev/Python-Sound-Wave-Analysis.git + cd Python-Sound-Wave-Analysis + ``` -```bash -pip install -r requirements.txt -``` +2. **Install dependencies:** + ```bash + pip install -r requirements.txt + ``` + *Note: For MP3/FLAC support, ensure you have [ffmpeg](https://ffmpeg.org/) installed on your system.* -Run the program: +3. **Run the app:** + ```bash + streamlit run streamlit_app.py + ``` -```bash -python main.py -``` +4. **Open in browser:** + The app will automatically open at `http://localhost:8501`. ---- +## โ˜๏ธ Deployment + +### Deploying to Streamlit Cloud + +1. Push your code to GitHub. +2. Sign in to [Streamlit Cloud](https://share.streamlit.io/). +3. Click **"New App"**. +4. Select your repository (`TorresjDev/Python-Sound-Wave-Analysis`), branch (`main`), and main file (`streamlit_app.py`). +5. Click **"Deploy"**. -## Author +Streamlit Cloud will automatically detect `packages.txt` (if added for ffmpeg) and `requirements.txt` to install dependencies. -Created by **Jesus Torres (TorresjDev)** +## ๐Ÿงช CI/CD +This project uses **GitHub Actions** for continuous integration: +- **Python Linting**: Checks for syntax errors and coding standards. +- **Dependency Test**: Verifies that `requirements.txt` installs correctly. +- **Streamlit Config Check**: Ensures the app configuration is valid. + +## ๐Ÿ“œ License + +This project is licensed under the CC BY-NC 4.0 License. + +--- +**Created by [TorresjDev](https://github.com/TorresjDev)** diff --git a/data/space_odyssey_radar.wav b/data/space_odyssey_radar.wav new file mode 100644 index 0000000000000000000000000000000000000000..0b4e34ea78a17e81b8e68112dba301241e5084f9 GIT binary patch literal 138104 zcmX`U4``F=*7iGdW?+Vqku!s31dARi7K@-%L@EmPYf(@tmD6Ggr6r{&Cnez|Cn1G| zgd{X1kdV+oN=hg#Ev2+rs3%Bq zu~00P^4XDeJQDExz3%=&pP!Ex%au|#9Ul&b0)C%&C=})MW0O-8)p8+U$nlqWG8*y+ z!@MHK6McR^PmQILiBy&$XL5xCgHA`I3}QGQXDSRXUl|`O6*7rPFcj8cNAiV2E}h`( z-hsg(zdy)?bA{1TK9|j8G7Kp;935r~44&bPSI0`ZbSxH+^SfdGk7p)Q>2xv{35O%m zSUkmgB$G*g%OHvjGLzltEchvRz7 z`0VUtDZ?U#!wfxk}|EFR)Rflx5WqK~jz=~!f#1<(TKGWk*|ljOOf;bfkD%podC zHX0`T* zs2rk{W+hmhTp^Q6rjqe^DxYJUShjRFU(k-mA_xFeL_$M>;BbuHWBrkXR4$(zNv9L+ z=`gCHS(QeMtY5-ZAwP=1WO-JYWndiqV;eOuB##ASc0;}(6X3ri7ffn|O=ijS#WChu z%BQ1#?|{31D2y2JfLL;5B*iKxQANZK1=2{P0bg)9ksGa+bLn`3;b+mYAZx^*3;B^G z+ZIII^wtrUI2w~cA=b>JP%5I686Lx0Avu!I1ltqvhxs=g3wc?iTwZEg%;$MpF3SdZ z2L^`x!>N1;jhGnAB`^jd-(X*_%k2xtOskkrivNrAid2G?OvDoG>KLM(jymF!LxE9} zJa3fVqaLAPC>lqRqRc51{`3Apu1i0De<`-S^X|>_m5F?Gu;XIm(G!@z=u#4xJxJ-Q9Zo zPJe8!`}WXzPi1ZI(=X3w(rw2Me1GzKYWdxN|NiCCn4a_vU)7JF`LVU`%Wrt@-K`Jr zpU(tZ>%aZ-(53M7)~EmIt z{PnljD-dy?eQm>uWju?IHbfbNA(=skE!L;piEy&GQ#e?u@0quCDH0 zw|CIh+1VQ|&aQ4edo+`FwbcJ`gaugTZQCnpSM%XRC$Gomw?2J-{h;J(KJexDJa75! zAHTiSADQAMPi1-U_di~*l)Y^YKb^cDuC497efeM_(oxUST?#Ub-}vhO6!j#{!pl(3 zGn9>Yzu2hjzy1Cc%dxfh`q4z-N@LwY#!y+_VVP&r9nEz=9KRaooB!6*HP?Op!x<0r z|C^PZ2(XghGvnEfSKIel$cDNjJooO_dp$SM(e%^Ni;Q>c-D|eQ)zWbMOm}R0ZS&dM zLMiI)>%P^~=jys~vp-yzUS8jN_FyLM?PzX1!z3Q=eXxPmef71y``178vex?V51sE% z&2PQ?^!g!FY^-B-!nO6i53IJkwf-PGu8sN^Z$ot0MNjSF?wh9zY4?@W4X3X9E6cmi zKD8YF;W&TX{PdeiNBwu-9cP(0_9Qy4b4TlrT#zKad;666Hyr%__;t9eP<`-@8(+nZYZ=A*|iu~wV!K5nx($SI3cU4O$kr`Xe@$1gB2 zmg*JKz&;&ePPaGq-q@%QA3UltY`?epHyu21tUbt_J|I_owc%ttFWvk6i?cWfPh1Zn zD{r>-poW7#O2i*-J!iP?E9cH!kd(do^jxuctTTfP|a>HJitB>vPxN^C@ zCtO?JdbRi5CUI2zzrOeO<$YGH@vy1P#)o}5{qFnY+QqG1_SDtdc_X?#9kjTl9Kc z^o=*Km_O3+mGmFsK$%OvD@`ZP-wfC8K3uyuJ0aJci1_+Cue4q52^W{1?7U)5eJ%9| ze$=p+w_ZM7%%KiV=Mb6o-4Ab{u>a>8PhOM-*?RemwLd{2H>s;fhc9!bZzW!@<5SDwJJ5Lvp4o6Yv*Rf1UU2Ee>CcM1!D;Ccr{t&x}C4J41 zx|$AtqaT;I-q`*()%}DN&u+Z=`1(F8*<3Gkxc)(g6=V4|#-5f>jSB2%+_mLv+ut8;Y@#J{ms9mLG0o&49e2R zyHBV%2GFtFd;iAxq5y}#KhBKT_W0~Vy0iHR@)et1-+TR>osl_^EN-AWQ>fyR!)JOD zSiH|t9iA(3c=+xQ%y!1rd{EA!xV-&ZOV`ox-B*V&0Ic16R=unFu#6>gW?FYeveT28 zU4QW$hv&L@^5g}6!gNRht~4D#+2+CGqs=z|?@S*y_TFyaFYB+3e7LrB@6N*P z?l@j;-&>+?O$TuRp33SgdoX7FM}%c|wh?OTAzLQueVsN&gNsse#PK{Vc%hqlZ5)&6KhCt<9%So1Oaj??2vZXU;a9kjSq- zd%+6IjsM`t_)AAU9D#cGyLmu{!oYC1A8}l~`!F6bSXtiKe!3vtImS4v%RBGiXjAoW zgk}95CSR*lcj$CC%l!5Oh9)9|=nVVq^TiCYgvkywmh*769CfS^U)2a3>KyghchT&S zBIf<)#}4N+i^2o*I4|G z9rifV(eMK+$$IFk%%b_knd`yY`m2xcpWl(AIcom#+0N5DIY)O`9dmO0*znVdeVf0H zwwyam2o$WX?R_*A#k3x44^OY}67xvyzWwGxmPRrH#GU*bc1EH$NyEBg)ap6d;;r?P)7`&oP_v zHhxC}aO~v%SEX3Z^=P5FR(VgtIxQ@w74Me)i%iKXzR_ccHy=AXZs=_~h}!JIwFOg|lZg|E2X8^6~E0Qzy=}V?v(2 zk@Y3stUIQdXMOke3n>%=#k-ex2vvD^OT#g<2m2n@Vm_=f&Y5VWwf;NlPHk11DwVH4 z**=(B-u|#3ARodQ*EZh#@;~mDRXp#;|Jg z>&$THjU&J|CggdCI0P+hIC1`ZxN>)W>nWDT+tJp3y*HenUVgmsXt5ma>$uo_roBHY zhlj%F0$r`APhG-B-dlgn$6alwkL_=%qzkD%X416#PX4gNEIvMd_suTb?`~~8igFMh z>|uLYdD-o7_1?4X$1(>^^%CMG`2z)7#|RHX)#c5X&*k$ko<4h>Mc*I_G5Ob)BL5#g z5xDuTH2hRA>#)9!$&YljG@dvw2SAMK7?y9%TWr01$Cj{v4JX?MECwQ=b$48BX}c9< zzUz-4+%84=`TXUZp49C9jprLo(0!%(P;_ zT$5xN`zJ$!>3l0OYi&4k%7TZtc2sF;Xp~Ie-FW`g-Xkks)pJe!kIH%SU?fyK+}d&p z8-IIsUGm)3ia5&%Z<+iO(BeE~b~aw@Jh@W}bhe&5+tx!A{N&jalZTdb7jOEDiyJ#c zP-t4?kz?{iYYK79UYPkZ^C9rkvdJI%O?OY2V`%w)WsEvL_0#OuV)Ek`v&LWf^J zOD~)2>ui`CTbn3&*TvH(S=gfHul>Jx5-}sP(k9Bs*L{CP{*a@J{@Qv{p;~3>@g|$# zYHN~HGxx~aMO{}fx8L-q*wRNfgR>`_Y_SN^AM$C$Z8@gu{d_Q`H~F-D>aesyK?d3)&5v@Y3x*xnx-UwZiX z!5yB(a@_PJs!I>n?lWO`$7SX}n5@h$%uN&`ZmdN|kCyu3qcz?f=S7*nKKIZWAgOvq| zA$r$7kg8#a?A+OUp&hj(IDfb@SBkj1yZZd8>f+BU3loK?yX)H3&fZX}ws7~Jc1053 zsZDyomSzI3j_W$ZvK;prSK8Ng`4UH(Vr_Pw2q)mab+fzQpD0ewFHDvAv8$`c6He9U zmlh_+GSR{Au3pb@sxo_+)5J*3!>wtM_IKk%1n2_GoQll+2*3>y|s58m&%EO^|Vlc>8Jf(-Z z`#q${vX!wCIjw-ZuYWL@8l9M)p3s>4`ug~>JYJic951Cq0q@{ofMHBbjF;K)TN-36 zU#anF-ZbR#_=2%wbzGS(Li*l;p>V3muCRst>?YlmWHlCM#?qld7OUGsZnRRHnjp!i zOm#S#s!Y$$OxWsl-1IQWISxoA8*`s0oFC(})e>nqvcE&&WVTqYR>?hDVsY7u+`4h?YDdqI z=EM}0d-MfJc8*Wa&5=1{kffork};*Vql{XUHdZ2G7z>eDp`5m5lcrZcd8UC z+vyutUbcWZs~%zLRxe_y`UP)^hp8EmaV_tsYsq&rA|^oElV4MPNTLPFOrbnFO74>l z_4y|Pi6~6vb`mKnI&tjn#3>( zWhJl^!(?6gB3ncnmKlXecxxIYz!?KmNm9nhs3t;+9(iNY5f-xa%24~sCiCqawH-FX zX6PC6QA#1>UXjMI4LJr=%8oDuvhC#7$gi6K5nrb;W63Xn}10M#{y6HJ)wHnStUj_4F~`ag<7sCaIa zE#tX-CrA|pok&CigPtK&lFEQ|XSBjNb103?zNq)*;=aLtN-M*XO!DF?kOc<&-Tm%C ze>hpFVkajt9Mm3i)NGVV-ekiSwkBNb1Qek8%(2ic==C>*0Mp!|8*#)z)es8FdE z!xJb_AO~>-pud06hpn?~n^ns8MC$ghh)&_maAEJ2$33i?kWVI-YQQJz!9 zklG##uF?mEAaCRBx@tAooV&{itpN3+nxGF(X04#}$EtKG-y=(ygL(M803=UH! z3So}03Po&sMynj-qseFjyDR%$EuoHawlvc}qGT|} zCuwEp4eGFoTg?uOvO#bA{9GF zkX3yZci6g*etR?DNQ=If8+;XIU|_SbEBFaa;)1 zM>H`<)u^0LZ|&kR+c9r7{PEz^*F?{TpFz+ z@i{r)pel_e3Zz)L6!k2tQ!%+LC1KwnYB)fhInDxL<`Q|vuN5t;Mus1WGX)t4nI4un z%zK7|L+$||#p;3zg&B4>iCC&GSQ?umh{+`>l2Sx7wMi3ZP-XS|0#S`uRkiXMUJ@I? zg5r&|V8slDcP1eTRrQ(wjVDzEmv=(y@uEXsd~Q5nCD&UXucE8z$RHKDAnS>Rrj*Gt z$k@?#K6BguH)dHT5YIu!Mf{^ZJ=PmRc1CvD-QGCRU0gcw?78mEn zP;FL@VepUTWRJ25e6=4_ruhs@2=U}p84{v`{wrrfiE7j|sbAzydiG3iWu4SX6icU;x-;%)%s5C6ljI#|o6& z{a*htm16ds*m;P6FB}6IL43#BrDb@_l?v*FH9(vw`hsaF3nh_9nSfomy}<+l9v+UM z-t8tt)G86_0UDSi$~+PgL5LXSI5I9I z0>&*4WJ947Hk4JxT=4O+8qcqwi#(K=DG~_b)>5P6;}s+&mmdTUcKVOW7g6dxqN2Dk&uL@7Il-5CLAL9A%-3zUd`R0Nslzk%h5MF>?8FGgC# z2+Edd)=Wl@EMJ-6kb|l54WR(Y1$Hpw;A6Bkh^`DaaX8b)j!WFA(?@)6PZ)(GDy)KQ zkV%UrSYq6vgq>KDn3~c)E;)!Xju8x1Cub&fln8Mk!WCl6v2u#u(}X#=a9=P&^vr(* zgrA5dCF@KhFUw73UZ?|k3{YL~aZwDN*LwH9p31A(xPl zA@$KHlaqWWvE+R&SHEHsWS1#m{y-CqPH~tTG1ra(l!@fY3)BS-c_eKQG60udtzDqez_0DY4|kFcxQJsA-~ zBUU6#42#AU;^=(9+v_4mjTNWnXC^SIL~t_2>|BL&V~oQM7M>WUI9kqx2Hm}`UOzt~ z*Vt*m5Q^gl2YkcHVigEfMbQRvI&d0h$QjbkNrV_2sWC7BNE)3A1|)Ml&F^z}kn1^$Au8tx?xRN}i2_n$#E1MVQI9 z39N)wOkgAvBRW+Kvme+@9apl7oACg`EJ*|_lQXl^V>wJ?h={^Zn4FXe;~^Q8LFori zh)`r4mjt{=19U8f{Hu8b9%FG7GLJ_iGRL$K0ZRNLrfu?2Ith`7AQB*qRoDv34a=_M z64)#bszl=){LDbG8hS@jM*|(2a|Bk1kgWGVXFH*z6j3PTBwW&Q3MnSa;H^4&$rms< z7J;dn2S|YOu@f$eZ5zl$MojqPSO?;u495j_k2R9fBhF%eIH4#i#6OhB3^ZX)Tq>zB zn}8+iBfc~v%~-J>I;bHpg8%SIENzNoyjIg(A?ryTM~pC9Ci<6kRRqObnOA_224})S z3#ZExMTQ34gB}A30k`Ar!@)>GrycY+U#@a0B;W#~q@yH0A+AFOyAFPd;q$-RYs7`` z$=&H3lhOi&0h3KmPZEji6v~l+p(08Qn=i9$IwL4<*F5#8sE+-tCUV8{YQ@=iexsG= zFv!!Hq;Pb~8ALgC29W@T=;X;}CIuGbg8@_u^BW%_eKbd8Px7?=Mh}zIMlqQQQc9U9 zhMXKq8e3K(si57(vnzriQerikg2fEj5=Gt&P%#OQoF3PSm;;435DLlc=NL|f1!lq= z6$vuaV8T+F(dqfAvZ7SrayV98v#?|sLyJ~f0;UMWiqkNni3`&L3W!Ifh1j9vZ0nF? z=ZaV=41;2Nbl1+&89BNMPM#?LfM?L-3n#Gc{L8T~9P%yXz|3f=*iRx8DZ6X|9!vof z+M-<&VooPL0Cg#>0x=dIik(HB<9IqWC4r`6G=~u-42Dh)n9GnhQTEq-2OFog;ul~z zb%Z7e0CUEQ^IIJ|?WcpY; zL0GY9S+*-J=b~-FIq6xY>X;y~WLa1`c93A06b?rjLrY>62wPZt9Ur8)=qdx_YiOqA z3VVVts>LqyW$$ri8%P~MnNfL4z9opd6DMO+mL;r4`TMV!!v z5p+t6A_%e}N5Qw<>gw(%ds~^9QC<~{GQvaz$`ax>Nba%Qq<4^~Xo_XTLzC0J;S6O*}D6oR86!c#Us$Pt{>l#s@(IzlIX zl9LkX8XJSnAo|I(+~@-*TVzit>ru8D+e<2qFq&xC6XM7v|EBjRkZu%0*#(|u4xgkJ zJB4Nwf(kwikXK4V7{p#UDphonEs_pJABu7mQxO>rqjy+cIWC+Suxo|&#Ib@a~AV6RZ+@=4fgbeA|spGDp=_xN2)XzS~kJ>L*- zC+#S^L3C+xF{?i^qEJt18_v-{=VdW;0Oviziwh7KSVwPGZg@&q-SesUI zQ2B8jD!<`G%c8U9sJ}90QW_nicqWTzK8modRwK(nz+nkL3?84_*vjdGC66J0Bwi?eO4H!j($RIl-7tBd&b9 zOsb}B(UT24a^; zzPxT1ApQ`A$Z_gpB_^Z1rT#ewIo?C263v69z&{@u54H-q*AgK>%$LI#6+9iCm8`~* z5h{hr+*3tz_$Zw4l?^44PL_f*B!?j#rZ~*YMk4OiC`bd&QZFF4JSsr8Oh+QtUFi}99GFQ<=~{gPE2Z4JpArSRHhf%# zP!^j&o}QFNHpy`wS++2Tnq4M=F9`Ss{V@f2ihs!TD5Aip5T4~p-e8My6RZVBh^#f9 z6zi+_ouoRb`&+#vQK$ms5dh?k_>BN8$h>iWY#q}~5+FN?dZGo7QmqnY3HAg>G0If~ zgM))ZA(;b`{ka7BJK`u~%iwg%3a;S|5CaA+7l-m2O=ei^B1&<{r?g8YBTW?A2^Io< zMg*K=sfm->OZ9Y=SwnshTt>_}lFXhhG>2?6_&U(xKvYihW5kkXaLn=%Z&MQw zE6Ir8D_c2QtHURe2slZqZ*dYr^$1TWRgr8p*FhGN?ZT;|Vh9%Jy7E|68EaMdc`A-Z)|N*S zjM#2U)LA(W1wPpl@{GkwrGSDcsK#9?g2aTQ_ewT09L32wY&X8rS>m+PFES2Va+yui znQW8-azisbdL05PA8BivbHhck zyPVjmdm!i3btuMF$17ws+YfS7EBb#NU{^`lB_jR3)C6v zD=H}<&2CqBFNx2TDlMG-273ELoH^t!63OCZHAC^f6ps~WC(=aGX)kDvQe;|QJqYC!nt<89$-4@zC< zE`^u2fd6-U^v$k|SN-ENId5CLr+OD$>(&0sD#VeSz|VdLspA42cV{BfH;}AOh>IX96BdV;CxsX}DXlc>~6As1kjQ2;=f zyMrkn*AuKP-kD%0=9U5exO!ui$x@^bxau>=8$+qubgu6l7_?Nx#cIw2(d!A1gVb*A zVZ+>Du~sHB`T4b#nKFhN`xfo%>h;5z3+Dlf5Z1=Mpj|j(2fV)2^wLB+UYwgs2RMzS zsUW6@{FSvw6Omvt9Sem6uJ)TTHu35}ic{MN$AVY^tW{5Hb}E<5kCl?y8gMc{?{)Qr zQy~|CyYes~ov~cLYEqDPw_OhxM8@(b37-h1+xE*|>kub*pDU zRzRp8eV>94vAlaAL}E~xf8{1|d<4txa-0IfnPGf{A% zlOX>fm7%~$O^Lp7O)buQ!l8gu1=Uhty5>fG>I)< z68PbI>T9yrBDjwO`#&~YguQ9?pcpEM^1@JNI&s5}T0a=K$kY=hy!+~Rhhub@51;YO??DXx`#E106|_CJ#EXshdE_*h(dj#PKsCDB zKnTNm5#thQe$xR40paAy7JL9Vgv%39YNppVo<0FjS^zFH(AOuJ4p`3hjVC{g`U8gq z%HsOFKmYzLLMM~@{*uP|A7gOxqj5q1{RgBjI% zR{Km&;O2S|6bgXM%Uj}nKvXz<%xHe^;m4#MMv2%+zrerJO9gTUApGRPJ+P`sa?sm# zrL_%AHDKnC;-P`T-iKfd7HfP?(KmLCqs73)3}h(({*ObA{ZiD}CAhFpfr-O)!9~|r zx1rx;+~;^{qB%o!H{b?-oVvj7QoLnvJL2dWzkW;{NcP9 zmw*4I6;hQ{uDH5E!wW&db0v;rke_xvz0kPVeC?BkP{kI1i ziJ4Yk?64eN=Z@8%=CjM|4+#{g91#O@es}i)6P{k(1PE-L39&tkY}+QBAhf{fTRmiRtz?AOfT?RID4S^`mUBur~Zg=#5&usTOkUH*0T%1T=4sP4cnMYTC2LRAs{o|KBT=eYf(`Nwg0m2_Y4NVC8&eKH%sqSmh zsQ+O*pR4;`Tg?88Hps{zV8$R|etvyl%xJVuOcf2=$cijFn)C^-UIy)eC>^e@?x0EK z04z%QHGuKOPDSY8mq?S|X#PA`oDVp4uiqMt1>O!g_Iv369V4}fAUMCezP2)lGfPv}2yG>A!d-k{ATmuaCgj+WPe8XDH^{HHY5&n-O|N z8)mU#Z=ia-?E52PUm2MLc1FYT^KgdNci(PfNxE82G>Fg&(+9pCOr;-=K!sl2eQy%p zSohtLOWMTWU}M0}ZaBiavc-_RWYZ8Ukuk)+k(Gg8S z$k{h>H6xI}wd3;}ulNb8D;q3gtVpCrzcEAd!7)1c3h|A^MilF%;YaGUPI3$Qgd#F=t;v@{zn21=&GU#)j&k;WlqTy@|6s5vcf zu>j&l9XWmxvg_7|j~FpMjn&02G-hOAg2OnGfQ$*9aJRQvt+EEVqDUlJ6 zh+qYiRd$N6e)Tm(K-hOi8bgasQ6KNTG{23BhuFTnx%W!DaIRhqL%6CRBz9fR2WfO* z3jnj-Oo>`MEN{KnphWD{9-&$vL{RT)J}gqGsLr2dFIk@-)P;a8{a|Eoho1)H?x_eU zU2QFwB(%F9;ODVvhrbhvnhzU+x3!+7XK|pPJ`qp4x#6_gHOOzP0|q0UM=w&J42YCmBHFYO!aoD=nA0 zMcsM%f*4IRI^GUB3;XRDR+(MM%i>&{L69uTToP$O{An?bm|op_ji~wBj$z-$R^&&7 z7H?{#^relx_p*0gv|%{Qn^9uCA2X~!PLGCZ>^)-YP-yw%n@=B&%+~OuS@`|75n>Iq z#f$4NMD1%8pT{@IWpgWiB&F|pLFM;T&ab3qB&x+9TqV9{iBgJ;p4qvl=v1S zul~d3Jto~s(icJI9$Rz3JUTo$`GyuV@FL%SerYT1Fx|H3gkVm~p_Ffl_=z_VXAHU9 zarz`6;H<{%L!t~>U1RFP8T%+gr4v~5;ni0xtP%S~@|<6P@j`=O$R-;+H zLKxnb(|R%b{rRo61^M=XBx{QoKb?uR+KY+V-+ne~Z{tCQ29Vp|n?-ABY^43b+(W0? z0|DM)lmoHbg{mhvr8$VV>~N78)ga1XtmdxfpR_4(hX3`;KW77?LB;fMMb$fqUUf4n zH7k%z(#e1X&?cm5P5&U`j}fwNEm}&oJwWVG_xqB5IVF~3=k+$R4*tN*JA7Hh4yW{^ z6L)_!E3{9Ttu1d`w*eTF&S6Ej50nNWt=V(lQfaSg!0D#7##fH}~GYxUc!5DvF~%vvg7hdNr6O zb&R7tzR8(m?pjVYT~dJl?!C!bbHfo+9Z{g=zv?B>B0UqLigK^u32DG|-pOdb_)31< zwFVunjrb@$C5*X8kP)R=lFE%;sO%XCb!XdX?6YcNGplo=p58nXck69JrwYY)_$(P^ zl+xVY(z8801;p%T$Bz=FJmJao0l*l*)YqJ83U-#C}|Li21mk6C6s3S@^DYR0LxB zDg4jj&q(p>d%qIy(8mL^xjYy>WTd3({GiSq1Ou4lz82zLHXLn`K|}qqe&*jk;qD|I zOgO==$gf5q{hmP^7R72e#;E!Qa8}ygWBx=LI+Ac4rgzN>3*CI&_|i}8u*CK=rF}=r zfkoa8(+QK8NLZ_Lr0xVRnuuL~hSfP`tk)+mo{PE+HQC~s4am0gy0q_6%w|CuUQog!C?B7Jb|Wb5%#5 z$GbL;)`t4y=MV?@ql%2$hy=+iEUs^EK7?$`Imyn+QbUt0Ru<`4T8Em>4igG8;r!gs z>knXky4udSKqTzYt-fGk?(WKp zma5}&>*ebMiOSsK!c;joJkWK$K&owo+V1%|*SP*RI`!d@KNEMIgp&U4x*J7Z%~|3Inck9>w$tSiQidfCY%D z3ar4gqfnX1>XL{iTMnYlSYl<^AxjHFs|~s+%mHkmus||=$Qy(;1cGvoENa?&>qbZC zEx5PSi_3TQX~-rbDi>`Qk|NwlDlbBCRUL4;jPeZNYkFq73hoRrhf2^SLWSEW@lV4+ zFves-DZs+w5Yz<(veKUvPL!@^zGV10`IGq;jE?*^B}3}?KvpPZ02mSGCnRPvWyRVg zYz(%+Hvohq6a(r|p`9ZMebt>w{8E-2qOk5)R#wan6&QUYt2vbzeltePOks9_c>}po zCC35PPzDgr3M4Q!e;|N&CXvr5s9GMUX-3X@~38#73h$`X=@AzDsZXr zPrwm?;z6|(^g&Ao{HF>mgAEZoLB$L{qC%8mc!nvI2V+!I3{FPA4uA@!A;!X6c#T+Y zU`ePmk#N`W1x;gZMEq5a3zRQgr zj1*jkz;gnk6q*6Gqr?Kb#Kx+MHDU>Rg7TgKZ6if^3RXe^6D;ne2kIfKQv&BriGV`I zFr_{8QoPeqDrumhw8|<@K#XRK8L&ZL!5sSn5?0mYt@0q&5aB=bYpM{GMg-iU zm=7Nt5(GsY`Up^yQ3qD_DrL#Q32WYz;i!EG2BYGmctfbEbQYX}@bZ*=03z{FNT`T^ zlKF;JOaU}6RL2N1n2P#gHV=UGK~exR0Gp!J0Sc8WP@EbUW&}+V)Kpa?3=lR%&{LJr zge+61Qwopl9u#QkgW`(7-<8#nMgy>9_DltshFkQea&4lLqdJGs0CVtpMJpEPN#!Vm zhycGf1Un2#2ksU1FoYKzj3~7RDr8M%ys3~{4Msd52_J}iR1^>|RXuD24HA06 zG{CYEh!EvMSqM6J;r~h6_$#<4x&p|ENwlZ|20|Ej zK?UJy0VeJjXo?ra;t*fqF6V){Nu*U3603_>god=OY_SD(wo}CXf|I$b7XKIbd2j){S$4I5jml1AhyYusBcx za;ip+l{d7T>@-GLhCsMi$3w_1;Ee$MFhkz?KO6vw8V*!lnnwywa|(qmJ?$3^W!c7h*3x$ z!eszf7qC|%B{UhRT8Kgl1PUTBo42RNE6AYSD8MNy^=u+oG?Y^Q3(OXjK3V|~UbuR? zyInA)=&3SgZA9?U247`Q4H}IvLYq|12E1W(6}e2UKIL5D&;(7O<$>U&0^9;IU=@X; zq%{Je5e0Q~P-tC3u&5C}gE^q;F2j&u2LuA4AuutF{^qzC^A~IpvqbaRSv(YVc2&j8 zAQRx-h_l>l%n}-lVA>@PvO4DWHCALy7+X!>f+e9^vFRY+tLpblT^!hzqSDD}#jIFy zY-gX_LqnO`)XX&0BIE;%9d&8}_Ta>cHm9foONCS@n$o%eHA6cX6C1{yr1h*0=q`Zr zSaei`ZqYmf0H1YvKn5gbgc{=nsi22ZL*!b5T_~z|3EK=J0kD2lpb%CM3>i>Xly|%a zF#s867nv$SPBveeo+nO>bKbl{;~0EA1b=Znn9Kms4KY$iigZh;p<(fWAb<{RL$*<@ zLna_jo_ZeOad`=i5a{Ys60ATbIG)T`p@0{dwhU!o@2!3s@*qJLy_q8fpko|$vCGD% zCgFz20YY{Wnh(z_9%U4sBnTeJUjm3!2{4GW3fU+WJh>}}m^QAcJqLLQA@76JAfk@2 z00!Y#B(QvVSlpwcAUqb1o82Ss6s2C_QI=>#krXmXjES;| zvLYb9x>yLRi<}~8Iz1tSN#TuHe-tZ6Oo%!Vyg8=?K%h8b){n>Ps|paX@AwFz{T1P{ zd=)T22$r5_Xi65?hzYnd@JC>fhCq_C*>dbetn%?@Iq~Zm#2)515gB`hi{_YQKv4P{ z^>ugm!9LBFH9`QS5@&H}2~N-h!Clb&VMP||xefsv_&B|M7@KBCJPAs91c@l(#RP59 zVU2hYt3b~r5WWI@6N%UXHGr0(eb^Q8C*U1Pt+9q+ort-Z8{SVyYtTfz6dRz1E{3kf z(qKH*rJgeit{=>&Vb?I*f^2=g037RRSY;cr@E))^aRlEGZiJRZngW+9 zL>4j(fH=QF7UiP=&54tu^^vK9><$~5T^r|dvvV^Xfz<{bK)NO=thOTx;Gq=da;6bF z8MlFw2`&qBnZ^dy>4n*Go!X4n8Afe*3C#>}#@IYOG&YtAqg;d>aOcodkxh99a>t-( z#-js^@L&=m^wyZQJWZZ8FG?D)FokpK2aqX@!N(@zio?CZMC;f3uAnAn$2> zcq>JJSQ~ny@Jsk|<28{KafP@n=nyzgdPk9xKyn3g#EAfy3bNKFfeLl#DZ-f%rw($G zkOTS}CrCSSasnodVhklisR4%L`%(Z=MsNj4h8%i7?0NO`LgmnGVWNOS#B7Nnp0lq7Sf<#p&Bi%XemS0d=Ml*G35$>;%D)E?baM zL?Luig}{~JpgV~3K{OS^a{&QV6qG>+9t0L~Cz>lDXb7X60gq&}Q5MBl z*cTFXe3MO=<<|j__>=?(z4hdq*fGGN76-}??Ys1VC@*4(qRohs4jYDC571Esh@Je} z1gLj~ah$5X12n5+IXKG`9?Q7E>A|ca8Jf7Fer2*uFyy=e_BlZvMni+dzsXt+2%`B($eJ52;9ja0yWmI1UX-D9ePbCeRXT`AQ*r z8L%+Mk_`0-5(bpS;}pJ9ewov64-7(9*z{S1GL~|15Iz{vF(P518IYk?0osKVbZRo< z6DL}vQGP?&%{V zX(r_{BQU5fJYd?S#?;k?i*nUfT)MG!27Vb--o#-1}E#uo<>3*e|>W05bT2L}mpA~ht9OsG!&X*(v< zWds|?JvGWQMbzD58a_VOlP&<{&xyL#9W0KxC}>rDN{p*hyd+X&I_OEP25%+63jqxV z7);JZIWz=a+*I`*K@h}U>OYq#5~Y*lzfq?MPgZQj1Zv`!hr+lSGYK}+QX=s$>35ReGUVykb&GV!I>P- z_^7o3p^|~glmZYUg~gZ*_~m;GI=u=OZkt}<)LbJ-WF)LRw82nNRRL2`mXh#LahE6q zd>%7bhOq0v#%&&j9K@f zb3?ixh;Ci`eTmehQ>=&sjQI9KN7XfRHDwUIW-k#)MLm zGUQ)6Frd-|ENr|to>9>uJr_uAE2GW_Sbymic^@Q8Q6GOopmh>Znm~3yH{Ed3x6PG> zQ>e+g0e=MopPq3e99S5HI+{+>ilRchO;%6MMil<4=L>qK>#X=PkZ|V2{FOH$@eOm0 zEG#ipnf5iT3wwx5=EWkLs}-9J0pw74v+$zTlt`^U={7?n1MCgi(?~2wY@;)e_6!z< zh^7$XL_42WpI7U+C?&%3=@3e<8bS(em<$3TYCj^Tylj6KFRE!Y}%* z(#ISeImD7X5#1I0fCWM*Rqap^8d6@2Bd|ysa2;@ixB#{o34ogi8J{n*YOnw}ui%RK zy^=Jx{QL*8q9&}oE{mX)B^3`csR*1-j5rCTM`ab#PI40x0Up6ooQ4y~s2#CUI;4fy zi^{8nK0zgMxq7Xj+UnsZA8Ngtoc5~R%f|7MbFLOm4P@m|PIUqpE=Xi{_72RRE*|9Fz>EkCed%rXvdk6SjgA1A4B;dl?ozhQp9E zF?tgD1+0vp?S>;njsWc$BWx!2RXReQ9Q#Qm$B0^JM8thyGWn1c&AqVw_*!iy;W}~# zdlQ-90)yIWk70VfL^~Xk_ET(E@(Kg4@i3(&zUurZLf~g31Zy;8# zW+JiC>9GJz%h?In+3Tsbi7ptGFBdvaU9UZy=sJ0Q`P0jE%ca!b`-P6Cp5-@>(ua?S zH=dSSPqe2tpO-qCE`;a7`(5PD1DKi}*JI0@E9o|vny((^TtNIE!W)5%`Sww|_1LA< zJP@^0*Hf!2CD#?t{La$}eShhWh>g_^AUhrHo~4ZiZ{rb%1$v>U_86w-sWYA>{&?d? zc>W2Q%4QQtAJ$kMeD(U=#nMel> z;g>*MUFokfdM~8Wdw2K@j|bk_;i)~);Da^L%$Gftsf@QbHGik%?oCunkwJe#sgmGO zh%8qw1Mp*^gtr+9a3tc`!LgoDEEfqEr+~j)4-*^23UotGjgO@Vfol{ZG-ZkeQ?oPa zA=m~BxljaanMwybuX`%MJc7l^65&eP>mDwq8CVJhOU;4k30Ei5aD8ZTovM@~o*09R zq$=e!W>Jh&*qf2mST(20d>{xl)CCYD8I6@E%dmk{@c# z96XxINdXO@6i-Hp>QX3V=O^S|hkmR#>W2wdfL zjeM3^i)!46e_tz|wtKLIu;Jiz>H^w}nlPGb5j&>H;x? z%saYDl*SLTVnj-$o5;nG-4;R6O+Ol}5((WACEV2A!;;#>dekh4U-4p=w8HI@XrhZf z^)sYF!{o@JoIg`gG$K2wWC8wzbs`dV;$%AhQW57IL9|Wl9hn@gG&yJsb9FYQlMPl2 zOKo*MVlfJpYDC00nVS-Ew6Id@wNe{3n}`cE)CPuAcO7Dfb(VDZbanTrvaD2}XzT14 zo(4J6*_{Agrwz`BJ_KC7z@2?2j!~$F>BhFPS{&x|C!OU9#_-Gr#(b4D z&BFiycO{QBy@Jyos+P%?wFzBDXg`I|fD!AR4S3%vW1ueWS4| z|NHyvg>(yyLy<0@!K3{9B}9Hu*WW-R&^>uH1UOgs&4H6Wm90Pj{tF5UVDK-wZ6`dx z%g>;Y_2sWmVaz}L3F$5e9r7!Oz9)912pb1!?ys#;Wik$ zHNd5fF!X|G?d0uytLsm7v5N}`sBy)(H&NUP(L=w752Py>?Hb9iz7yjQP^<2$X*PIx zm20g8`302E<3XiE!ZH5C;h#=-C#DT)Y@8(6Ai9jnP`V6M%fo9vKgWeN*rlM$dw)1w z8F1IS$!+JO$Su$e`7Fe`-H%)e2J7(4ua4sRc3?g-K+xYp;ld2y(l3Z1;Cs2OZsXm@ zU9N6}q4%9G5Z(KO$$+}uzan!}z-i%1xt1oF73yGWc46s`T@rHclwi9cfPWD?3_2)` zN1<4^w}G+p1iOI}ipP6h)g;1$J`Af<{+LTP?UF&;@=liSn={?^L6Q*rKSILLoM0UYSO1Lz zv)?Cz3c=i+_~(ki7Lhv*W$&P$bqk~}li7tP6Va_TH~Qg<(=4wx|MSN4Co8~u8xPn8 zbas^=QHAcD1R?zF-Ttkb(8G9w;Iq&}xt`E?wtvAa=AuL4NFyVu)m`K+<9fV>Ma&hi>~WL&$9>Ip2l0Qh=j^JdxX8i)!nr9_yc1*WIoJG|wtb;X zMpv1WI2*_8I=<=EXU`ENySotyfA#C{Mi17dS7M#%Dpw)Pjj#x^TCi)#!bdL-6xVfk ztFb+dWwre7Pu-s>Hk(GYwhNG4-UhOZ#4Ziqf)T_4p(;Lt=-PZHBZjvgwQvQS0(DK_zt#Ihrjy9h*WzHB^iby zufZCasBo>5QS!Lh_PH*T#6X?VYglC|ycq}f;PY$ILYo>S{!p&C5RUy9V}lW{aeI)! z&>a`gox5=PdOw$MZNA!P_#XW7yVHXFzxzcOBf45o7+G{vbO|$Jy5^CM(e-0p&D=0} z(;<(bwOpcj0_qf(!ajd!1Se=HniIE*>a$F^+qlB0Kh#;fstgJL)nVO!0e4mmWu^$R zM&wRoP8k!B3phoc*!uAK?IWfrnxVGj)f+B7gWPI2PwM_qCfrv4J@-Yz4Ui4iy^dU< z+8(Szvg2Apc1WxfXk!?bSDVItJbpsZdN|iR0P!_JhXDW~!nypmkxO;^F*d(K_~I_q z#-EO#zh%TqwwOqNE^I4f``zm~pW>|;1ozkI}NQ$-gb^)hZ4me7vKl=ok zyWvMiiU0i1TkYbpACK&-gZ98CA#?ENB}4;^gIE~YQD`^P4(G1XeZn&8@C_E9TTtI4 zl3e@C?ZRpdK>vcLNQ>D{NW`z+i{QZ+j~+QLX4Uf6CoaO|{@F(HbfI2szS`psHRu!E z$7+sQH`_wJFrLQZGp-T7qYEd$)%C1+rv3Zp4#`&_ZD!$hg`l`3A3lGSDdGyi6W7>c z=;6AM8cy~JPGt{uffy#P0qM{^rw*~c;ow2s?DF1!|NiT_duW8%SIetlG=%stU6`K~$`*u`$IAT2=YX+pjCuWh8KkdbFZyn&a5 zhKR!^bwV(W!wJX1;TGWz*>NZ^$Lz8$u{gv4!5cyV-gT~=ZRRGoeV#3$1H2>#289iJ zxXkw9FCmulVVF1A%5zR+;utm2gBx|P+59?p8RI&dXjyT{Je84M;S!1Lx%K+oN1*V-+1!I;?}JNoNS9sP zoq^IzV}r}1<3Hd(a%TW5z`n;4~duA!ZMi?vr9jXq0WSLm9bqS%B9%+ zs2hmCP}nky0W^yzbzq(UaUI9tC?WvQjKFJ*ACnzucy>&9l_)ofBvPuU7Ia-#HJn@VgTY+HK`1hok?^4f3RO`E0v^{hl^@{tnHN#UzrF+5-v!$KQM>RuC8qF@C zFg6`MD#9P6HRl%KdKo1%%Fvtp+PJ4xl4X2Xq*BCjx%)Rr8eMi8>ezo{%jv~kEifGI zuOFmKx9ISIx^ovP3_s0KM-S5u3x?@XaPsOu_ifT<0q&%(qvzyg-3;pWR~8FOqX?dL z+}6%_Y1o3FCLGiZ;nG0|m585h!Yy+Nvh@mp-p!Tq^0P>my_kDGwbJ`NN*t!RdVf5y ziyTkd31(yGtYq(VgS4vPBPs(#jlY7lexA07=Q7GHT)K3)8gIDDvR73un3LRjr2} zBTB5Dqyyv0J;j)RD81a{s-vdKAuqOToC(^D#CiVw^xsW7;Kl7$1`6hPp8{s;gSBbq$15m6-*SKM+yd^xm}>+t2uJSL=ng zo3tq;I(}isv!VW^sHThee-`DDOL5P&_s5`%+OBcIWcR>u`S$&X|Gf9ob*6M%q|SoG zvW24tGhVu_8%6uNpzRgLMF6eR8j~h&l)LBd(G13}2yNwZ)-q`*wbJV4oN~VXR*?0$ zuf=kAT;Ve2!t`C9Jduxsy;qZXu2)^;u1=)m^x4addj9A8ce!rVcdO&tt-;~K^qrME z;zWWF=Q}Ju8uawsJmGg7iSqH*tenKZ0+_vzN-sHxn#v3 z(@mYD*(e=ru66?aD9(td2;q~Oz1^5Pw{-W;Y?-@u`ue#lrAildc&0b5aj63j22!AM zv{LW@=W`YM(<$xJbqz8pnSNRZQ#FMhB~aDqtf<&}K%bK%P!CyIP)vZ_48B0=ob1196R>f}S&Me3 zy05B>Ky!@OVr5wJ?kW_JOeK>_!A8|@o(w>j3Xrb%AxTWV1+a);H_uV-Ceto-6v!?C z82Oo}sishl(?o zKC;{uRT6b~0y}G0R0@S4L?az4$<9-!;1W0W5vRqTrPKkdYTOVR$Q(ltBn3{w*|3;w z1HceotIH;-AVCNbw@3hffbEnspvzKj8BSHFr*%Dv*a0CylpGWt|4C|@vO9ozW+f;G z`EeClSXpX06aa)PqD-qReLy~|Mh?x%N;wReT1hG@aIT8^)E%ImPc!RV;?=v__1;k>$1w2nbecQw@ZI zH`;)-#_8rPstXt{jgzvG6k9+UfnNkdF<6a2(7;QLkwy1MswPM>Aa`wy05wLA)SbBq zgi}l^qv^VFk=0QZ4g3$L07!-^eD*C0QdW^tiC%12LoaIX)NrhX#NtzPQD;ZcXUL~0 z8(@l3EQEpmsGb;YPzKDV0(Oqp>Ok17-6?XCP5}y_vO$>z5FMZiRU&mW5p^KGqH??# zeRNF)SO}&^stfK78iDYxx@JL$71oC9cld>xd{YdBWu*q{JVHQx;SyBh6HOOPhIQ0u zv%!t9YuwC?PVsT!T79(79t_3v<5OC0)?RuJB_;sP!Jq^Jo=_s@MC}$Lt+b@`b zwwzTE&qY8cI*|XY-u7DMcfnp`521W9F)><7Br%z zA_qTcFvyf+^ysIu4CF!-YlIZc3G!oANMT)ow(?~(9jqJuuXX>WoSc|CSWlI*bo)&a zd}?7NCMbvsQM&m936(j)OtP%l1h8{LjdE8S-Yt=J%5(cSz(Css3L*-&P$`%rRu!WK z*9F>=E&~ctI74>>x?xaC!q!uT6a$`t8Xj*5c%1s6!;%I|4hx7PA6I|KRf>aTSQa2L zx{rhT3&;g*2mMeJcj1f%aLKeO&+0~EFnFvW`%(f;W_@!736p`xDA-+qOis+vJ{$!9 zRmfnxf>E@oezQejb0}<6*hCh60{{m_B2o`&gc&1(y5=dM;)ii}vbRiuR_kcK%GSDl zk6$ob$P?y5@B^|XdMV7jAnHbMftqkLbb!DI$RZn)m-R+h*%|8iS|_$nl7JIqh_E4? zIwD0xc?|TOr5bScfP(>*E*D{f%4B7~X}!C+fPZH_z)P90RDBr3L>*NC1dw6S{M1vO zLNMBeSJ7>Clz7#TopLg(m}Kj<6IcNWm&pDq_;SG#NFbRgpp!x)8Qe;utlQ26T@qCn zS`T-+s<{EL*9c|x+eu`U#+3eAm>VrYWo zAZ!&A4NEmkV9G10?_0}#Y+r_kBs26Q@p@p3AV9*AFc?G|J}Tk>z!gX+*XW7m0r`PH z3F{6Zknyt2cx!NQxDM5#LE0+jlKg=y;W9@B?Yfj2L1l9+!WpI)#~f{nD*`xXL5#z& zCq|xHx_5g50&TCX8%PRyO#a~yp{sDu8ay*=T3pIW7Jy}#m61@f1gHqBEHa2dn`pVv zTDUeLJGn@gsyldnu?^_jOjsXu-@Mj-oe)_KC2*_Y``IcPK{lNV{gkzOX2*$U(Nu09 z70y|lG+JBGp&Eq0?nGs#s22(*Oax$Gz6?+Sasg(Q2g(!n+wJSX2f@)fT_9BNPo^O- zqt|#iOdbF|VD2D1i82ZqJgzR)aP&kEqV=>GLR^jmcG{%f*sB0SgnaD&{ex31auEJ%4lEB-kKXgA#$e;{2q#t3J6y_3OFc1De;tGUY zSRDNpj|(RhcAY7?Y#jem1#*OA`*#+L_#8wkZ9zJMnfx+kVr)&5)rAERH|duYU!+MS{<`m)vPvF zoBOci%o+D_-+Nx~@6~gA_B@{Fv`wz-_xt|&{C&Sa?<|-HVkLZhi0%Qk^ocCExnS+9 z#==g*E3s?>h+wmG9sK}|Ri2=@=By<|QG3B)*x%wOMfwT21-QIXOt;HDns^XUpAF5m z8N|GWz$$NKP(<}UvQw6f#|ol6u3X%XQ5m$AHy6w>pjLT88k3h|gA!#1$mCzyfim(T zlcbvk(+SFAB?Gu|!$4*d8kh?aT1xpS$H(;&t8hMqJ)ATws$i(WUIdTe)H0!Y>u%+Q zsD(j=h{ezasO$&rO$I*%9}MhN6nZ#{WHbThu+%w7OL9rv+;cKQH05^iToTRsG6zq- z)s6wj7#a=EpLi_Lbol7mGI3_ar^pgv@Yx0KuLwdXEQGveD-uYvBB26sm~N5(lHpat z@d8{9Lnw4@kQb2is!wB>Enk=e0wMo{1q#QH;p4?SQ2`O0#TvzB1+5DW#5qYeqmGWJ z!H@=*Y?pjlM*M*7bhTuPd~+M?l3d7HbbMwO!!!=-!1aWs2fDQnW%^9uQ3IWgjh)Q1 zZ^Bukpk!YPHs6v3d>v5};2cV;jKAfzG zwnaRcnZZEHdnPnzU!6$EHMcW#E;rW4yY0mRGX~xjdB}GV{AoE^d$JJ}Z~DCIhE+@+ z0C^wc4{tpsP)&G3W;&0Rvlq&?tZBWaI8dr=+i1^AV&-3E}2L|Fv=C zF~nkcZy_u5#)d6KqujG%xtAcpJDp1X!oiPy9)*@oN?$I!sU7TXc7=f`KuM)4HwVN% zP<+;9awb+81ecA%rpi5L2W?A1k3#KBQwVH{ryk`#EPE`A_EWK6q-Dv7P{7Wamg zcP8Lf{BmeP<%`V15o^Updqp5u201ou4bQM8L<{jxqv6u;Al^ zUA8|G@d8j*2}{P~hF7_L&Y1s1aQu(V-nUE2EL2KE=gL@#`lM|_n&J&Y=kap3KF^s? zW(9LBbH|2cH~H5jA#to3N)T9TK2B{jF)l=>`<8quqTh`Z!Rj2o*} zk~gPFe3Vm-OgE<@;pD2r8Df_V%o>jkBFUy?Iy-kZGONzSaMC-0ZlKo^yDX#k7nmya z@lwOgM*)gEEiGa**_4bmwkXKoMDrO%z-lG)DjFhTw?+#!*WHRHL-z|jd0%x-j&Rhb zI3WTMsZcC-qP79@fUQhT$(iD)#io9}==PS+n51QR7{tz%6t|OqbEPsG$uU&M$OME?{6Z&o&Qyi` zh#wYoBpp61;Qx??O)EGZ#VQex#Z6kK7+j<~eTa_{2f-wFb*4gY zicUn%Sc@2GMl*a#ux96hy=VV1w*uCK5_wHf7lzym;PB zb6~qHLVQ<7r={LN&)0=d6NJerM+;RTp_lRxW!h5CVaV(Tznpu`9!kPPW6JgwM7khQ z$XBu^k)(l*^^MAXnS~;BbeK{PP6!vbH7?zC#O+zhjx!g`Z{ki*;RI5L>NARmlOR2c zAaE{IA9Q<+BQ(WQ(CZxJM8v)evzSbu&lH{UyY8uNjD#b%$+Jsk_`wtxa5wVP)mdbc zaKBdUa!#r7aHF$JOH7uqF7aKip%CXh9=AeCi4@pii^ZKd5FLCxBbMXXtDCi2els*d zHdi84S{5ZgJ~NhTN-`Lg2FoU;b-Kt@vS_H)nGZ3S^0s|+81qG;YDRlWNs0x~J4;kd zIg$Ori93HTJcLYfl0f;)xK~?}@<3Nh-AOWf;Z#P@(Q=|^Nv`Ej5!C2 z8V!Q3vYQSs%M|0|7Y1=*SC*nvW%I)WbWhQ0RGXd1B-r7HX&HV-4zZwm454pnaay^Pjka@ha}&MIEW>bE5}2r{wa$ckWNg&=()-KN z%M>7oTdPp%yrte`T}+Plz+K7uBb@>b;g~!AUSQGXyKf-P?Kq+ zX(m)Zzl7~OqxUsT#IRK*XMWM(xyi}gI_*vslEI#q_K-&mF-Xz5rwt{YQ>nNLL>gH? zcVS$RZW-l`j&v3YPl#4HvN3X}P4|Qz>_&^PiKLQd0=Glc=tqSU0D8$%6O z^CA%EA~G;ezpN%?C|jsfi-7JR#^&Xlm2pI{##xS*I)N^2T_fM&ispIr7-GHnK`n-o zvf8yty=#eW*o`q2xWr|EAFCxQ%d{B9^8`DzDv@{*tY{vq(w0M%nkk!AR(HU)3sp4f zq_Iq0$(A$k$_zF^u9(&4IO#Fh0$10JRgFbXFrD5bALtoUpYomJ>-bJv=JrKgO)9DeZn$R*xC-X+kua7`{}==D1u%4JDazl@=WY3yRLA3TAMg**Ut! znPrvD)*-0VV@^xZ5VB`1Dk4A(ULFgJ4YJo6yt zl7@&KqJcL$I=jBPN*7tVt)<;;B$HvBpe0}dy+=t^Wn!SNu6tylvww1Nyl;5&>_8{+ zO@f`1P%dp1+`r1&g{l70mDRD<-pY7KZF^;ItbcN4d8~JI_8jTVisz~H1tBY$G1bvC8^X4VJ`tq{sfvn~NRwm0LH) z4!qaCad~X-hn2fuE!OUDzxo5Y&%^XL$9DbYgUansJ9d6hdGP&e?T*8h$6qbhpkUtp zeCqhY=8XrRPt_i14w3S}`y>n?($G=wA^l)i-u7+&ba8F0<#=P|>Q~pMdWdAML*8ZF z|E0MhI+vR_L41yz!X41qhxN1IFtx|pH$u0l^+P6)qkS&i1nsGVW4i`vNKNx1ygdTx z#^t#lKeVw$rW93l(~Ak!0lW4+2$L-*U@fCy0aXp>(r~PK_Nou8$6X0D zefP=A()?IU^YF%XsKDcX^)gH<29BR?@tZe&DVSU)#v8m&QuQdtkyks^zHn)(VfWF> z?Q2=StKVE`I7G*E$^*~Ljxi-&y`Exjz}H+Jt81=Ik?rJbT;%#~$HQ!9||qzx^QjUmFGPhu~|Eb5A-LCUqT zf5u^JFDGK6;bYDv|f~WC6{eykO6B9yi?o>>nB5$VH zoc8O2;YvLQANw>#TG_Ee(zvvABtqpK-KT^${K=RBgP=dAX4zazbjlR5%w@DB2Dzy) z2V=m+8?}QxEo#=-N1y`B#kcaT% zLi4a|6^Sz@IT5#(gjEqu&9AKDL_19a8e=gtZ#oG~arI)|jQge5tmY-tD^(SVgs)8X ztaMf!5S-lBR+DxZ>hv3(_~c6|`6Y0d23KZH4w*IVH`~ymrrVovUko3ASCXfIhs2d; z0Htd!2F=W&wm1&+QxbSPKJkRl=E$Y|ku#g;&@>5A+g0@1j*Kg)a5-RBNT5Wb7kARa2W9_{`5+eGXMV1A3_zwT8lQ; zcmIfV&i}`T`+Eou5!NYsp1;v#3c~%*v@?r-RTOQou>Oi3v_cCh`1c4n(d4Yk4lPEK z^FKalo}~p80uV6d?m)C3{qm0p2O%L8PTI}yo>qmD3hgHP9wE!%Ll(jkus?X`@x8nD zeO#|d?}jX_Z(b%;5qju<7It7{4U5W05jg?dEz+6?5X{hxs=(w4-$s-YjpfH8=muQ< zTG(e0m zksQ8CIZ z?|J>T4^D(z8|DRqR74BO6e6+)TaU8&Ve7)}r#O&elyG>Ak?^ZU8gkdG`5M2902BHc z@fZ@GPk;Lf@#>j$)c?tfZHEpQdPJ8L8L*?VF_kD_B-e<-MiB|Y@_ZEvd=melh->aB zh7-ChL5{)N!@s*=^U5_5QxYR|98sNPuFD2Tb*@Pee^{=cX zA*z?&3-utvJkMB47;+DAO8}swjaMbl+zFPL63emr2vZN8a|Fn#UPclqBDm$H{#G8; zJ7Q-cx_s}YprV7I1~-olsfk8xh<#N)o}DUURFM2(qa5G$Mj-)3PEY)LV8?d9ihC0h zEN0_>MvRB5S11yNZXRL22fzPs%njhaZ7h;sIRW7s*;Tq#Rn3M`g!%6v^D8ii$sdq)3LkJTAoN zBwn}WdZ36D>M8Z1Xc}(ZCHR{UdS<$=B0c1ug{6!XOQtZYb=#{H(Z|0!Nem|Oxa`Oe zzx`G&d9l5@0l%@m7;;r%u18NTa|l8^5qzVg`U6Y6_w|>`sk`@8L>W7dA31p7$j8S> z+4Qmj#M!=Q142LxrzVe56co#uiFQ@4CS^i;s&ww2(m9L03GMmncdl`0AVqD_>Yx+4 zebfbufb7rZ0#wcZ$mXNpS;QRq?Szb?%$RePEq0UeCkxAMN2r&fz5Yh=I7HWSAIu0S zM5S$!VvTOwPrfGHo0r}z#-sYP+n+~@x9UYpujf#eY>Dw68Dk8;H*!3dw{G0LcF9nl zhU1yA(I%AN{NmftFCzQvKCH^1hGE7)7LCYpEWjLUYag=S zKyg6G`(!H%m;EjK7WzSiibEiN8&`{rVFYjswfUue#j*W{x|Rb_JnFr#kk{e(chQ%| zu6z1Jl=*CVd8emU6>HArFT7y<90!4W9y3q!u*xSROn4%m`X8YLhF)4s%l)d&-a}e6 z%4M__A7E}sVCrg*e^S>rOks)+9Kr!!6cQ0G%QscdaC89u0;#iaZ)JI^-+lYXfBw^n z>Zy6pHhL){ndR&hq9di&Fsy2}zfkz}H)&#K7vmF)r#BWNVF9*f=to>lVg?++*gP>q zMm?~3i3+y9`~AOvdS=$d9~L?kGECQ3t6bD7`P^s*>aoT+RK08U8b;PI3vC5h-dM2w zQ3kkc#|}znByk^O#rWrKFQH=<>E)`S-X2zQ4v?7xzPgZ^krz?!ay2brvA5r4Bt=z= zIp+5VUtN^C5ubcl(M7gz+g^NKAcXkjSjYUlQ%F;&jqZ{FLeLbw>ECmC(86A^aaFQb z{?#8dU!e>_U@xC963{>XUItg}%D;xYb{9D*OrEzh7a|n8!V7<6o0Z*qSVmR&)#|!a zNUq)xTwTOYmZ5MKGm zCndJyO#Z_{&*r-1G9B8vBZ6y~@I?c;Fbt*TF*WKA3EUzI`Rr>$PBw7jb~uFgEQ~6| z7b0R=Ee_*_mps+l-RLjoL`2&!tT_Q!Hhjlxq)h#p@?U($TQ5beQP}t0*EX?s7xS1m z{DEquBAzWH#%C%8;^H4Z+W!Z(0MShhH$fXZ=bv8Wr;-+>J zV|C}R-jC8_Pt+-^y!fw+TIV6W`S8M`3t6?rMHdqhG!M-JmgvmsD*UW6X29ur@c6rI z>7K;BVFHFU%p<)1++Q-?0=YF0CJHPA3{CbS5A2S#EuN&nZK7q*YcFNxqo~XxG_fw?Pk#)nHjzu=`noT_F?nGE6DQ7R zk*|!et`cLn?jopVC#sD7{BUjyC-|~T9siS!i6O75Dn71`SP&yKHNulb^G$oI69+Jm zY4isPZaC04;#j9jb5lXaEn zsIoajh4oxp6gsQV70zM!Yj-}K={tF7|G~Opq(Vak>}lUw z%I*vG(LwyWcp~W??Z@N+-(@@v(aksBjz2ZLB*&QDdPXv&3^|cK-G8E+jv$k$V0dKL z+wXc~tja=X^~J2dcX(8S^SVR3cbDftUkq<}*E_K;9uo<>gyV_T46I;^E+=%Q{n|cx z<=!`6GbeG*yAL;y67aM;%C_}wdCJcxWTR^hG>4>yl26t<(M+@Gf$UAcbueqO2O zz=wN7_KeRfm+S2^S)}lH$8sM0ndmOoH46R}*blDT&R4lbfV6%NFn4zVlEU6Y$knYPMc!_eUW+5(yf>o zMotp2%8W#l7Pf9)zc4jq*WPDc ztmR{3-|+#v_yF|Y!hYsacWlpNE?m3}Z|vB)NLm7j+Dd9Huilxj|QR9iMgo?p^z=<&}HiGE}_H{@ovj8+-BEbpv1U8~2Af zy0CToOTwCAzviK-fwKB@zS!b54^6IxlR6y&>uy@e3#2j$S_*_eJ{oB8A8{YohN1bY@kw-QU&u>Yr?MoMJ$s;G)`h8Qx zF{|#iFjm8q?WjF|vb^A@SeFKp)g7UCYT9B^xb(#}2R=GlSClo;KgToo(M;lR6uid(aqUwtd>_6<6=P!Qt+2y5itWz4E-Bc_uQj5$4pigR*G%4$>YB0Be z+i4^(Y+b)`?J^xsVyOp@oM_dK*`mCOD~b(?qk8#DVQd~Dr5U+T;-I0o7P_~`xc-GV z_LOxsHGcKn+SS|F)~5zrYERTP_v=Zmtt~1|H`kF2=rvnX;Su2xb+p!JohKc7{nFz2 zK*+EfSS#y`GpD1&NwafwW_fKrvSgXI4FOv@uPDBr~S;@ntYffuTV6VAcNNxP~a>T4AJG2nKMG{~=!bAWC^ z@|~hp;q`ScS4<`a8Kcq}IZaQQ@9onTO|LU!;YWsgn`#anK91izx3r$84qzmeFg?16j#s|t=)l6s&cJuJ(+W>gQ;c=9i?nk%^rb4s>*wmahw|zzhOd#b#s_rDmxHPcSU-L0S)mldIuOI_8Xt)7qw*^Ys89 zJ;T5TfP6t?z;fuMs1bYRa8uGj@3!`VIBAw>$3QPb-K9q#%urgl8m@pU!`>_eu0Ak9 zrSpb50tDH^vtVHp+WRnA(+g|MbO&Z5O=wIy3~`vB=?AGpJ6+Cra7-h;q!fZrNy}cz ze;l%GUQZ}TL5*LFer%+>6Tcu}FB4Z0oW=pmL36@E$f4;50Me%NZhHpL25hH@-v!29AnK|1gMI{!??3bLislq* zvaXt|1W=>BGl~v^)@4Yn9*SCe5JVa_#<1F@@o22gX&GQAH@4!gxErS`@Z(y=!9YNN z3>Xy~t}6Hf1b>0D>mNH~X=#|_SOs|i>NRT&2bLSqn2LXTX^vmOHA9v@=VAg@FdqPr zF##^;HQ{gbHC;vzhj9mjFgvU5*dI`M`hWp=M~ngR)MBAO>pX=(bgmUnm1j23_V5YU{&8qHe?Pfj%`;!17jFL{66rf%fR{$-h8_ zoOAR1y&5DJN6d-u>dI)+kYd4P zBN_ss#uC6rz?A6@X_=h{n}lmDLO3?g4*UB+n}WeBSJQO}nHeOw98hrIZZHIRHeU+> z25eTY8@7V~;e>|ymqv|_-2{-W{wiW;2#rT zQq;oxpD{8nIRq*=6#7VDW?jgi7(eiFb9%MuJg4y-z-W4S-Q8_LH3bU|VjV=SesLPc zu1<#gawnOrz~&>tmcCjLdohK+y$8Ysz!HciP2=j!UEN-14-X*Nz%hIqSbqqeiP;4h z82fGE)BY;`QEG1KglV^?0}JcJ)auZaeOL?|1BebN2*g_>6pn@=b9_LJdO*l{t4T&W z%nO*aQ_&qEl^mrV;?TGiL2y}c)-r^qv;YIp3tDqH2p~h$L!58`oWu+$Z-CkZH3J-4 zSWF+@_0ZEUQ0mOloj%PT4hFN*+kw9hFH>kvGmPL!FAr!kb+(Wp*F3qO!OSj|Gf|+iZUH3K+4HN*LA?&!o$yB@FgKDxux8pjx|P5Mn9AG+ z=OR=>PoEWJ6&&ke-jGg*!WOW|aAFf=er(flC2-(isX2m91fHB428(mdesEEl3ZJPE zP&20bhUnze;0%JNv`i5(HZnf~Xc;N*oH9O~y3-~)NUt+v7iO0)T>?+blCqcS3_qjn zGk+1tL_7r{&?DEUUdOp80tA#};G`%(Q0ob*hbCl4?ct;0c$X%$$idknBGKP76oD=J zu`xxc8^b|JLfx`+c7_LGWd?EzPBwM*hQ8~_z+!P|;-vtE!C=v&TuDxtX5cVi*af;A z%ve{iwxM^1948YrIk~Vw>3xp*@sER|A&RKRXU`M_WWPRh6l%1yq3B1Vew+A&Tj22A zDLbV(&K$GeK|Zjmu$_V0>qw_(t?BJL#INf6QXVS9oH5tJFhi==;%BfDOn5QveP|IA zJ}z!vT%AMG@Cb~4&Z>yB2pI;c9FBXp86NQH@RVFQC~Rb!#4r;hJyf=WWsmpG;E&ce zBJ?#SDg`(v);wi92Rckc5qICb`RQ_uK(NONDKm)L$Yg7P$<ewm>@+cid{c*~b z=mv(f9im3f^`(`SMG}aBGl^f#@8>F+=fTbZ7vsw-;y{7vES@e5VRx1y<&SYY>bwT3`;L^ z8}m!6tA#h<6XG>TokYJA^PAB)EkvAy9>@*P^@sr!lNePFw&{7qN#LCU8f2UTiy}72 z6quYFCOM`cAtZ+bMj<>aAn6b?Lf{Ai!QlnL2|5KPJK$2!MIfX*GitzCpd?(361rs? z!w|6}A+%+~CMpy}x7Hw#u!F;g!Jc6>oJLN}M~?+pdm)NRG14f8Tn#VeShLg|5#B>& zH-X-kf)`Ai^4lssuN&N90HatYLQL|YuE{gJyB$#NjPJneL|t;w%7nZI7|v> zH*D(BSU9tDxQd`^LmwaP8#vLj^#xi|o+<}CH6~WQsgKo}=U@bt)A)~mRjE4!8 zEGMG5+c=*D`Yf*W!ubg`lB5tDk>kqv!R5wPotY+9n(<5nP-d;&p|zO6lT z9-=~$RmTf39K(oRaIQq*LUA#uXOEL;(u3!0W*3*{K@pj>1Tc9xCmTIlUf>4ywKcXv z#+@pOn62p{0an-4WClM}v`H-TUDEUx?#w7Z;0k~>l8W&-_?Yd8?;vmXGjsGEScICK z`=rtMs7}1vNpRB^jl&wAfJ9qMpvZRdO3iJp?g}Hfp-MDJ(Y-(hSYuv)c{(`wQHxrH8sM^KOMwc+p z9)E@SLf{g*F_Mm9{|_OO@J_{XDp=JK#n&8Ien5maDX>(0`$1Ib4dwYm0?+ z+uE06P;v@|5*wDSZ^ohsp7NYX%x(eo`%ys&*DL>{FsyjWp(rF}-d3Qd-9eBF_e2S{ z?@UZng(E;!3bj|5Ap{iPbi%k>k;2o99i>#+;E`ZyUIA9L!_lrg=l zY6c{8N`m}RreCohfrkoVa*9%qPzQ6G_^Zr^VgORjDr1;X^VAALZpHPTHiEIK1#5MrnmqWJN8mmWqeMXrSU`|U}uU`YJ}=kiNRCh%f*D4}`H_gV4iS zE;G}(To{p6OeAlP(XUWvB2CIdjAlkgMBXRM(@Q{A8S}L8C;<@Rqz-czdA>gRnDkAv zLQ&PRDK;8W&vLQBu8ac{zF6ll%ajp(xw%|_Q1F4y`~CJ&bkK?<7Hrqf6BcZ zRFGC~5yJUXXf>s);XH_%EhbkHdSx7>a(NpFx4MKd+V^MDPAc$cFso!^VPK1p1PNZ* zx`{|>+&kI<+;_AHB1gvALT?zG>12d=ZjmvSB|n+ARIIfMrLZf%li3y4$(Oh+rJ`?t zPEV^#of?ky41GyFg}5QYvSxnPNfcUn2lY6gO)@U&30b??8BG~O6xdev@LV5%kKkz0 z!|IZw2zwIetFN@EolQF&S{y`mC9S2nWRghEvtKrbNpzV44LWi#?kd1DNJ^S84tOQe znncyYx_2fK7`cIODeYt@&PBM`uf#dpMgOI|XK{K|*_n7l&Z=Y5LTBqrNjWZ;f-b4l zYLzQWfvJn1609Jy^2HWQl|W46>?|y~-##)t+Vl@N3N>Pb3ElWmV@tOsGv08$5~rOi z15Ss%yS9kZND4?6Jd0<8?77&ypMr~lAd<=+_39+9LPqyazll^^1}Le4R_2yg7efx< z2Mo!f&g64K;UGzyVG3@jQKw$Rxv1LELiV+>abz4rZ*>yFsAxHPk#(%#-;B(zEXgjc zYfg)cnR6&l62=l~XCAv#vY1&Abf=D&3ZRpPc!GB$6Uclol`*ElPlNfZ2#Rk~O6K;p zcaoy{^;Ato>Zg;=`&VDi{mL{P{jRQRsXH9`(=0o8D%-MmOm6QmDO9FQ)syoPZ?j$s z2##Uo#geAZAdL)k8Wm@jjG6*(tSOmVzHW$G7CSRwOs!Js^x2SIDMXin2B*XKb5mRs z=ZDRoJwF?+pDU_}Roa8OwGu~Ro5?~hvoqzLVqfDG+0yy-3rnWkiVnO<2@RMU4KAf& z*1h5?N`qN!D>U5SnRzv_7EYxkRGn){%QjO<*!401q#QmSOb^NWojMcaWzL|oXLnb7 zbED>^!qK`xR_7P}$EaDkzTrOc20n?LA6MNT2>v+>rO;>-Lwzr$CMF$?qxINQoy@=x zb!snl%Hq5GCo--uoYutCT2HQYDYGl^WuhYvVxl|u#GRM1F&FVSYFFW`8~s33P`2X~ z2>H@EiEGd)Q$Hz5PGybnx6+gsyz61ao2NiSGE=#UVWwg?%zHSFNtM>tC!O1R9)oy<`%AFm1K5XB5aBZUYlisyRbONH?_P2*1GCy1F zIC8jsBfs%c^TIv&^xBiXvm0|A`!P5@?}7IZSFXad)z$W{fVk8iXhkK?p}qABccS@;fDvdg z&9_ghe9n6}CR$E{a|0UrpsUxWYA`{uJIRAiUiEPwLbU}%h+Z3*j%m`*gnT>IbU z$2vfjFHH3IhD(dj)zmyReyXLhfAZWwNB`Lgbkz+&B0Rwv_3TsK!wVOuT7Z@OU5}z@ z|NQzy2LQ=LM^pc)p4RTO6CDS9>V>hk;q!CnW>&zV^Zq^UmBoC;)EGF);#h0@&`4K( z_qns-u1=42v<^FgXQtt%h_N~u3t%3z8?Y|J3v)dunk#3AK%8f`$t+glEDv6d>K`KTeX1XiPF^7_=6LRKL27)GrD3F09 zg8tcC=>rLXMMc^ST$T%(U^O*jjcfCvu;(E7KgxU|I=hW)5VUttirugiFr@ zo=UcSR>4QMmlBvEYbxBvm%%lZ)X3+?o=TBJcs&=(BUA`2Oh{wY(*M5gbMtWk}c zYqv7un$$~@8pb9$-920Y?T_|wT0S2twDNdL0Ey2yeFwpT8a>sU&YQeE$>Q93 zA*%;`G@y9>>JPKW4 zl+f}4+9R>h7z=}pvKxHj>yiB;-BeKd$9G|u1i+4c$KvloKYZaMxceud;bEdgKQJKd z!p@Ac8P3MTe|aoEV_RWqY&;-VR=$*C)JNSbcOMl2xlqTB4sSd{Z@^$6+=R9TkNgxRtg;`{L$zBBNWIV|Da78?EC9PA%|Ds_!i9oYi(9cXlcL| zZw{1X-J&Pxb}M49i`xx_h^wCxDw? zy>ZQWhPH-=x|0o!^(Q_Cqg|*nJ_4TKjy(W`{B=lOaK*v9Q!m-NW)6cV!GGyq$?++A zWJRrM^BIMM<{p(rTXXAv(C*&9aJ;gMAjs623Ww)^|M05;qAVgN{+B!>5?Y|3`(jmmqy8U(V z=oDn(t)smYRU0p}qX2g|uU-FiJtkGrvBN}q$P>gXU*#n_DUBC@ko3GYiQgL|&v5n-B#pKO5nijeAcE`w2TT zj4Ygj!h}G>jZW#-y+G`J($1(lt>2^q8k8X`*WTJxclB%;syTH_kR8l3oT)qDlDWWhw?bphkCx1f=z&fRo8=blbU*6cdknvDb&L|EAvAl7M zw$I#9En%#xKGpYCZq2R_J`O^ib#RCez3(O9_rJl^jRGzD(|aP(2R|XWI2`ZpNI?4F zNtJ2^RBkn{Bca4thVdDWCsnkZD|e+3t-`o>u@1byJLl>_IdsGs!%;$wLRevgaeTv+ zy8jCqV>=@GnHY^lC_=o^#JzZ$#;{Xc@a5Oi@u_{Px=d zx(`ux6s@8l^m7$o3R~{S-+v8-XD_uvFGZ}%R>14OACeZy#1Iqr5F~a^v3(rz+~OC* zo!!C?jKgXG^+qhoS!ir?MV6HH`l6|n?O(b6u#j&Xj_i(z7-GN401=hMMP^>FKZp)s z%U*)KW$l0dHO!h~@#ECceJ&MJvlotKDhT}Tezq>s#(yi^55MZJY*s~LA>XNjIZ1bU zoq*_z+NOh4b}_oYVY5VS`U2Kn;q8L2;@&$ z0PK}4M~G2Yr|SsaE<#n4E0?yeehNqfM1Ew~Td%#jug%g67-DSq7LK#~&-ldPMcXi( z&`6zSdAEm+fA2~7)jjctZdye|J6J#DR+JAozV}@mC0CJL zcXpWV$@?>?<)B7axX5*4x6BEb-uvKaC@J_|h6^2Gd?Wl=R53#b4Wo?}bH%f;VO{m2 zH-#A#idGo`5Pi-3v8ZCtBbJ8V)m5{D3}m?ZVI+k($95E#&x&!vvVB~}hMayf~yYC}qZG_}pNQ^Ag z(Gb_ajQ!tFpAUb^IZ`uFW%dfKs3st2?HEQ z>yd#Gwv8_epXjKz!PIb4!=5UcY|DUmQPt z;Lx$wQ9oZOjU6@bZ7Ux1eze_k5~KX-ilY|#BkTAEg5P??e63Elg4AUZb9Kh|y#AlL z<5-(dJf}^4?d|ONgNPZ1#4D7t&M4opagk?ipTAy>7HjvuoIxV_z%b z@1N-ahYuV7N>lb>;pT6Dbz8W`Rgu`HJ+HqUvg}Ir>O>{EENntP&-KZE6s&AwW`M9H zMHZUx^toA_s>%1OMXV8Fj~OE{U8b!hj*DX{;)DsFNq<|8;)R`^?XM;%Su3jXQDdfi z7?PRTGA0}m>S%rMS?~M#txuOHx;{ab```rrPSmU8r|1M9##p-g^`m0NqPf|`{@wl3 z@#(->{ODL)<NFiFs)^3@W6R;2w{26dDz_uFRJxd9Fy5r* zoFl&dr5E@n!2>VhAh!3R(|^Xs_tfr+)+0{Z=hu+Gj_)rjirCYimv?yMmBO@r zB#$ejI^N)^k}h(O1WNZZzDQ@c5@>fE+5T##XSm~$D;AvW+V)nV&W0+PSe*hZ8Y*hs zEvKdS$VZ29&@i+-a%b(qy?YKd6OFw0Rn!VOv8po_TV;R`y65hLUST1etDc6B50N%R zXT-5W8|$j|!iP*dini-lq4!m}aIDt7&y8+#K@Rz*`Hiiui^~&zNLbMYToyDT&LL&K z6)Rr#@iTaI@4b(wZI2&j@meT99>go$x-Gz-VF0)$#`bD;vJI|iVLwLe)M@GDdFV4v zu3SlK<%8dNdw1yJ-y{isJa8B#FUps< z?}y&k;_`%8X)W(uQ;qOhhflVT%&uRgBRJG_WdA`d+!ed_<)_Z+fp@nTy64RY_phy< z^+o$WI%(L*d7xuGz_v}4*viFSHJbA_R(g#EL zxp>h4e&basVN_;TE?vDsMKV;tgHFKYn$KE4Kh|}!=2%g_TsPV&+{lx4lw8iOhzO@; z1fe+SmTzp4lbPtNJGkdVoXm=M0OXz;>uNmyNqv`+C*+I1o*BIcVS=~QGaT=0sjba3 zFKphp^;tgocveU8c4O<3U!}Q;&<8d(iFUZCmfPI|Q$|wf^3_eI1#hsXzI&8j<5dU3 z+|Ih=H7E40U}zNp(>5h3Ge_)>OX`6T{OB4nrLl)q{2rkStK}+{9@WXS>phGY}*UEi*mu0>2CO#I(=lfF*P! zr$Lm?1B0LHGWJ&GI`9Ud3a}a|Ok+{$2AN$wt9lxMgry8=F%#OX;r%|9HGbVAZI&!qJ9d!r2rbK zoq&Ksfe4r^_@c}rAL=$GU6T~Il4wdwrsD(>G6FjgUUH~V)zp9j-ONPiBEO)~tkRvg zO$#!u!N~>S!yudhfwewUdk?25yqFA()g=I7CD`JX0%roIuJ|ww@_=%zhO+MR;&iYc zRmnuvWAmRONMK_+TN)Y~8=K%H)3o!1>bqeJSrk(q97WL}CM~L)TXqJP?^c4@=|0zF{j(>No(P z=+b0}b*^!Q^dL4e;knGd$C1py^*ltnmchVerXW@>RFGP;#(czPvS@){fxKl{aKMTh znwCQU-dck)tJ9++oKE38qFiOFCwNdxLtSGjb;Cs$Mr~|Fh$8`31zDwg5@MawJFKO; z_sZfqNMcof76Ds0;>wHan*s1rFV>Ul=Dh} zL2Fx^WNv9g!p7p%VGgF91gr|e<}`vyMNNzDS{h8Ap)xVgny+Z@bQ#xM=5zw90%By? zV`prGS(RGP?o`wc!++9-!3GA73k%qanMZ8aXE02`Lh2-`mh@@HLv46vZyG2D7&87x z4ocvI-m(a0%>ice1hw_1g=)Z0uU)>(e$xuIs$d@)&I|%rQAS$hQRwN>IqMGWK4&1z zGBcY&FoMr3f+{l*dZshOG}`7&h2%o!m$6LMFSMrV-dbW!MvVa-DX7p+Rn2s=C$U~2 zU*?0#59SI^Apm11Izl+W8q~I!9r9Pst@agHvwB{?(mD1?E(J`Gfz=!x+Eh==@uSD; zP<^%P(mQu>dSM2J&(5u^ljvla2AXP5wz%(ZUb>ROKdcY0yru_DJagsyR8?=B=A8P2fGRimX`)e%aH4!5*%$~sKd8)J7Eh0 z`3y`0gGXO%0%>r3hzEoELc<)&ifU>>5&I9Z!e{4k$4{A#YRW5U6o2K|I>6+bU6G+- z%sB&aEx9MGKI-XFI+4arn_UV96D$lY7!T<-Yp1azFS;Q8;>1Z_pXY!D z;(dtgK}q2XMa6E}$=87e(?=5l

9W87W{F2GoF1a2>r?&81+VoB;=)7v%;S0N_bq zVI%O_u_lHmft)Df1pmraJLJL5FjApQ2f>yG9Z3a_4A4JK(x?WWDd=RI%|*=5&N?s! zXxZFojJX}6u=QYv(kCMTueH;T? zGZ)Q8dF0TD0&U4UgPRvBP>Adrx`{$S@6{7=%e3`qnNofc06?vXbs+pkMSYEsFKn2z z3bh?bZVslNx5ngYsOt6g4Z)!%Ek(^Hp;%q3!w@%|U9v`{PdXmP?ZWECE0>pzqYeC2 z^w`{~gOP=bgVMnb$1l7+&pW-eapm$_q@B}THpCp9*(nMLs4kL%fsn(0w z+(k>}wSn8uj)g_v?!UHlbZ4mm>eRed7X{)6`IB8>xyWN&{e(UNn1S zLIjTqmoq`sX_h%pUp5YEl-&;w2oN53A@oJc(7|LUzD48#(>rIWm8DfJbaYo&*VYqi z2a1|`3BKFDG8k~s?y)vH440khmKXa39nLV&I!~M|7g~uL)*#3t1YLybAoa3# z(zK`Az^`QY7>D=2HHZp;04+3Di518z*+>UB>@-LT+m*lk;Vyj z+huZ9`a6W}%`o{`HQ@%~`HPtBb7Gzl3P*#r;kz6;P?$_HkTdy?1aM-<$ef;XC)QS0 z*MZImW)g(uL;XIZzDP!?r=|9IZ4hr+j5w)W=qREW!xYo&piNbWq(J93HHczc8RleY zY;tsmoaz$#5P^u{2V1ZdU1)sNJaDsQ7hEtpG%Ondr`c#8B*-+y9hjt7VAS1Pu~V>u763EJCoJQ`jlWSLPxJ_uSuLsRQsz=A@ z0gY!49on*@rjakLCPoN}&>;vrBzb_f65fP(;JghCLSHqu;Yu0FE^aQr>N~=#01jes zdEo#W16cLez|9y%!IH=2pAA)u>k;`dC){P?bs;Am*`jJ*1y?(gZasql~D2C*LbG><|7@nY7 zk~=yljseL^KiAVyASuW^?I4@(2J`M)G7m-u&G4HqE;0$$&_OxJT9Bw&v1`n^e7m8( z-7B+L-WfA6;iPOam%qwuk^lu;WDQ_iqOxfZ%*WxX8BU6!5)Fm`WH?jwSs3_P5ufmd z)Uv#W7f!?AY27o&iY?`G zIo(2(PwwdmxH%}{jPeYBl?*l{@7N&;XZ3C-GnGv_vg4sW_#I2h%tb579q^>dx1%EG zfOlFnfVObW&&)5l3BXH;btV^pCP~}RF7S6kWd;ktnNxL1rbA`T@sKjG7r=Dk>o9}? zMA>4yhX2C%;8NyQt8xj6*b|NQcW1^*9MZIoGt84eAPKs}36Z=;(AXV4$Xg4`^PF}P z6zOIIRn>${440qIKqO2pro>(|eiM`;ZG*)|-zo!AP7TItR8IQ>ktQ&4s7SI zCQ_+Hh@@%LDv5N9Fbm_!%3=jM{qCeYg~O`wk{MYPAw4E!XKQmyM`W&(Ohu`xbhqnH zHg*OgcVl00Se?t1jct54bfk);YzX)}s?a)$vU-4OdkSqeM3{F%g2=s&p40H77^#;djPU zbvZ3ga3xqq!c>Ssp2A@x+98oOCm}{Z{)@4YB;y81uQIEwIA2$x2hGH8zQhGWf8@rs4UE=2ncdBm+fSI z3nm{AqS(PP7$KEHr~*>%U5PjeKrYFhi?mw1p<#)_$fV52=8cbdl{QY<2PloWPK=zD zWx#rgHxwwU6gIEd+^+t{2(x^Sy<{-?RC8M>T?R5_6JTi_UcNY`vs1MD3g}U#*8Yn< z<=UbyV;fSJ0le=^Mu0sf;L6tth#4G7K?rQp95b$RNy0(Euy+d77NAFq+IcQ}nTX(A zD2vII6P;M=SZVxHp+crGgeBA;%jt(X1%cbzYPe`30r*G>c8L?BKbvKc`gT)CQf*Rn z;vB+MW1(zc)IeEsk1q<~8zLJe?2^)?z`igKuhU^5cgiHGIGE>Q{|A)91*YO}n!n1R z{BHoLAd)y4>KKmc0__~84HbZRHILj>*Q7RLl+`jIEge_ef-aMyc!@Yk)2^V2J*PE9)vZnoL}2mH0eUEmZYSCO{^CrHm*qW93fDf zvR;Z4B9z3vkhxs@DO!1n=rb*^F!m-VgCrJRa_Me;@a>GUOeeV};t-CLlp31-tfZ3s zB=2c;5J)^M14m^{n(Ap-QU**zK($n1UNDjBo9YCcrIOhN1jvL0{Hk;&qrjtGF~$uM9?w`Rp*MOjCWDJ4?f@26cn4dZ}k2M%|6TeExxZg zZ92mlX}BpHa>AG-Z^zZDl#iU5v-=rfp*jc}e^zO8mY+`PWmuxo+3$vS4h{ou^F=g? zohu-8%twqLGKQ<`E9U{d#pRMsH#81B!dl(hg-tESk}fWWUq5c^kb_Mn3crvm%!W9x zGLwwRDHNmj2@p6^f@BE-UKg|R3T4z zW>&9FVH?#zRv-?OH1s%X(wjoyl3bdOq@W|}QId)VE*e_eXPS+RIUp&L;|QY6<+|q} z@iX2-j!Hbzq3n`f$DF3;H72{89>X+okp_B3TtA7uw#XTpS=dIcE!g;HJ<|dC@1Ba+dK4Ry$>35m=07442^{ zsn{sIMhDUxn^?!KWsUh71uu!ToJ_&mHy5r%ER#A==mVU3GN{FKx#7M89Wdi7k{Kq7 z>{U1A%`%Zk?q6yg-pH@Hq=G9|_FPV-b}lM$ybI4s#=rSSEP;eq=g+IAre)x7Qhx|v z3`{@7*+fNNz~y!CoF3f)IjYmb!Y9WSouWWT=ULPy)e|*Hr7|f=`HcVb@S<^3G_bDu zJ+33eKcecHa=69dMi)6eD!<-bA4!8jk;Cv98Db1Z>NT`c<9Zo|aNV5X^czz^VUrCT zOtCR>Q`9(lTUpmRtyOhg9Nl(Q6Az9%>l~uRt8fdGM9rK8E0}0LMQ)TkMci0pL6uUl zrk1E!03=^vIJjjyu40x_YMJhY0ipMXewd8knXyD_%&btR*@?!YlO=9a$71ANJ{zAx zh0XOdiTOH13LQ{>$@!;z&lVv?|J662~jo%d$7~#P((=3vVa#;dLN3k>EBM9 z)xz`3vP3pa9G}Y`B`@(*JZt#JBA@Ib-yylPm?BK;oz92O3|?TOU{^4?SaO2A4HHUm zEC!L&N+h0sExTEIj1rriZ<$KEoJm1YF9#oxxIgL}l(SbexEl;2v>2XWEn#q|N0qu_#LWcX zbON?UWnp4sdTAZ#p{1*@yS0nZ-7Imxsjn;L=G&+NhWyfIeu?%~R# z?=OTHxp`@#;lSbUjoWaL$J%Ej;(6fM@aFXkW37}*KZ6H9N_*4r`MSFP4Y;Ga8l$|Y z&kQs*_RVgXGH!f>+8hny%Cc^$jI=Tb_H(3uWXAY{Oq*Ujoqt>~y}JWmammj#w})YQ zyarNw6WXX-{h_b%1oqR)s)N07HR!e)T$bf2i?(*nBOIykAML665TMgJ9WWgogsHyb zMl|)WeRg4dD372~%PJYeBh?f)DD98-wD(p314^thI@}Ff<=gw`QCGz;;>gi~+WnBe z6hJG`C@X7lliglX~`e(hGP-(y= zb^Zyv&WJ7)<|l;}IXsdd840mi?dGTwMs=D?OcF7+Ha&jb z&GW9bD!$sV(vQnQlRKKjscEE5rHC1~<3C@Wp#owQ>8E&IIIZg8Qt@o(N(qW-)8WlL zA1;O;OU+rRPYl|fF-E8iqV`vc5fwH^I7l@*i8!BdcID!_36By|F=-h3*t6y<^$bp) zKR3`aA}8wU9sx`5A=JvmuB>jjB+VVhe4F}=Ao9gOpmDpG>d z4igiDRohseV33T7r;n}Ryn)6m@2CmL0}%ixgiQj9pQv}hHS>7?fg z%vFH>tazE36@(=g1MOhzm{Q$9xwI%IOKC>2vM!rd(kCmTxnJya>al`BW+O-$wwKDF(<0Uu^%3_pNR|8DIY9SIoDCsG0c~dJRX7zfdDB;@;L=fJme3~(d zC6lVoclV3=O`)<}Me3UVe#WUJZ;)H_?R;t~gA!*m^(01OSskAYxs1J2LOK@MWERM|1W1midYoU-^7W)@CB!hT315;?I6A6I%Zib6 z848f5xSQZea!+=BSX@#2$tR{OLC~3bm=Tt~j^#eD35j8=lT*dmwMC9rmrk_6cjp*u z!^nG7jizUCQC%|7u8?Q)rj@Z|%ZXc*bA$p0v}IJF3zAHIIAbux7Y=oHD5b*g=2p<+ zTfs_VUWANz_vt_X`zJj7Fg0I5|9|=i<|W1EsJ`II(i`qL$!w5zBg(Kq^uaHXHj2d&&jl?-ORij?2H zb?5FK$Wi8_j~Kwgk3K5&!RxmRUVhsvZ(-9^l`s*gUVEY7+8;!RB?N)M+PA**AlD`u zp6OR^J){NtdGOM}FlN&c~75%`5+LOqo<`6a$#YTt-BLdVoKSQ(SX(W$qOjUpF zQ5Zt_a?k%q2!j|Ag#@|duMt4Pyt3GfJ%_ga`9Iz~+Q0T7>QTVtJ6{UseZ4^K@i3}V zYZ!usX+aPys}b?2%TauKxlqDLixnbTG`jrb(@^5PuibB+z4iF#=&)5)F)i!wfBfUC z!nG|=gc?z0d+b2k6EXZ)e%8|$&gQrH446`QL;%ZR^k08@?SjZs@2N4|8rb^H2fzG1 z3|UMr6bM{BsCJ%r*S5gL!}=r_hN)1PSAG_^O861EtgxxRDe6G~rdr*JQcV6WEGJT0 ze+%cOs3~GK|Nh7SMD~!FT&Q+8zxyxrxv+8qO5gkfp%Kn{=NlokRrSB}$HJaMZ+u2e zt}0qS{^e&}0gLl;(M`g%4DX13)w}kGYUktJqiwi#h_{cvD^jFY8X6Ulo0qj1*_-;> zn!^VU1htM^3R(`ez4I-4XxJiAWUUJ2+9urMuzVYERfCoXkH7zE_yC26T$K~e9v10F zs#JN-vNmBF{upg2l*PikM5g<`yy5F__*iVIum>G*e8!?AR>;(QBGwy1_fOw{9{JrD z3X>#qZw7E6@ICJ`c%q`gRoK2bIph*u&%JN@&Eb_>{_&gW4sLtN7GM>89pNV+`rStb zUKcK`DKLV)z&s3gH5@%s*Nckt&7&%plp1%ZwmmUNNFWNGW^Xe51V6qo2Z#h=7;#eZPnV_n;ZP z{LWE4qoQYqXM!J^)1P&8Xz@(Kt9bnMaW=Rr0vjq^RWtZG_AN%`*9cl3aot^B%8K9L zDEsr;dpSoBzmJF(?sFk~t=;_Q$xq*xgGMd3s3UINdVoq4I?yxm#0PY43*|Qp811;w zu2>~Bt_Yd_ViP^*>kh;4!Yw@RVmL57!pXXiqv{QJ?aEdA;vr?Ia)tl8Bc9~PswP`i zFVo=&MG+<8y@M7qf^9cq8UOqoz1X#TRi4!$bnz@5;om}8e#ZT~_g$1{oyeROM3KVv za$Q5`i9%bLp&f_9!pQ+B63F-)@4ojTX2=2(!p-!ly5L44rH9UiT8%yaAXKv4j=#Q~ zKjN>T*0TmhGkNpQ;}9WvSuaISw{*mC5iU-=-qlZBKP z_0Z~0ggl8Igf1WQ=#OPj_rA(%g*^Gozc@H9m%Yyg_~{4kj%FH zzu+pJm#2khl$UUeap{Yh<|&JbiyWlK+WV1l0o1#g8HQ>P>Qs^Ny?2cx;W^^| zH>y%!_H=t#x#SGL4hL!X&fS6+4Ay6~v$sOoLqq%KTQ7)cM`X^`dho+j2aN)kZ8&Li z!rhRPsJZP#{|bXC5@h+XqLhczUWlcR%WI*jg;-fA|GVFb3SSur5ng2`RrH!HP_92B zVU^YY%YR3%+hgWnAthVMaH)%(3R^Z5&Ar4ztNiGqD;eqS5Mm1{)jIEbcMmnYD|hdk z*@UrMG{fV1mITHL9W%Fo5CZeJEnx~v+m%P6>-1+wV$9hrrzp~#XS{Zy!=iZOMps%ri zg)EvOCB&o$YIYQUJa+K+B4uBTI+)AxJ&Wg$nD(B6v-saaXWL==M_!>wwnp#zUG6OO z&hPIyN~odUDCE!Zo!t&sHYe-puhH48(tr8k@W>F}cfD6sHGML z1j1iu@S-ak=fL3oX96-0`FFd3N||XNEa`XrVT`5UZLeIs`!FKKBsrh^Gf{Ws&tILa zaep>kB9K4b;5-lsCnnbKR@>dS$C}U&`gU<}p7Kx66;0nbEi1d{{eAUuOX%=9l}PO|t3|_?j_Qj^Z$@G{ z6ARPad^0Tko3T3TGDr4d`%^D`T%GQ*Ej|dl^UFxcxmT|h{q%>w#a24Ph9BgfJ^Y^h zbH3@FY`8ZhxtRGLFTQ1@TA1Q7_xrYQ+i{SMB8(V%AECr3?nPoS@c|n0`{oL)q18qf zap$(Ti=kmU%jLkb^}7T+pT@qijoV`z>{8;pOj6;8Ht#*jrq%9x{l%9fGn?TF7N98% z)qL-hpQCc#fOgL+uidyhHk$JEI0wJY_#3yG((avj7&X{qIQ}TiIcZOd zf-P@{8|nyN--$kUb%%vGvVo*O z*(DE|bBChqhu?YK;F0iGfBET7?p?`O1R)Z%1OV^6{obJ*+8@4+Jw)%_U!QRooJF?K z%4XihlfOkr)+Cy$H+*(VO9X=qeEZ?I(eysF1BILQ=UEFIde8P9R+giAoIx5kT&5M8 zeSD*^?Bx=cJRlyQdnxfw+!4ZV_?w6JMCy}Adl=JU2tg*R5PUBCUmf7WlqOa#Dx$k~ zdxr&N@MK_nKG=iJx_LJl{Y*@@Tq!r}@8un8cE4j50utu+8`ch+@!(NR@r5fluU$a8 z-IEs{mZ1Jmk)dX3-Z{)>RmH_y4v9)Ld}!m=txsnl4_po#36pq08m+BK8wX_?X`_HayZc*6mZ8~}U zcwP6owXM&tE16@C@7?9lE?m8H|E?=tl(j*VsqE7U6cTERBjhNsuB-b`r-74-0tFlDb?zviRpqP|a% zm0aod8<<42ETNIQuxc+~hE3{es5ump=?v~B2;)FYP3X?f&V!8IDH^lh@a)pXt*uL| z#7*mJJ|UYpxwO7EuUDj#+aBG|YoslQ*zETs8algi^ZxxpXWnaBe=_je6QL?1?(S#+E8g zNXE@j$v_?f^mR0Ra!lD-GYTsbWT&b2_;C-paLGXny}hLo*V9)$(@mf;*&Z;GmK%+& zw#Hfv+|lW^txq@Q|Gll0JXHZ_7A{`Bur%eBNL!LB(Eip+B_E{SF=zg25O8Upg3frs zTc6*!=yE{XYngiqCEK)3wf)n3&0uZC#PIrN&#zxJ>J?5LY6e&+gfR3VFWk}+mhiL^ zsG)b7w7Q%qedm?Vp%7a$?D@?3rPYmfJrVtC?e?_s&BcY27&8&gVCVFB;b-hN>|NF- zf{Xg4FfppF)1m&%dgZj~0f!YkaZ9jkG*~l+Jvun#_jGVU*y!(>xokTdaqcLWuCDmq zKSJXk(vK!L@iDO%3hZzbfl0-lLfS30X<^&7@)YsF6Y!OI=)@UYR!C z+-WGg@J)%<=wM^hW&FAhI!pi#RvO$XLE8s4^neMgeM(dO{BmRo&AP?&0H9iqq7kt! zc(9Pf=Qm*Nv1K|M>g(&9!$(f>S%(_3N=M$f&ol&p%$4OeLb5s0_=#j&dOffYitM`m zW2*V!-dZ&0=S>LIH|@+={4RjQ5Q{T2Gs2vjKN)Q9G4!O|U(m&j5)X)65gQXwTO%|$ zdUf?DPn>LXS{2%Z6T<^IQ+g1iy1&zy!E}kz&_FfymSKa#u`0>yGK5H6+7AI4X#;5E z&lE@jV5KR^m~x=Wpf4Ui{g({29@W1FPF3j-qs7C5VnLhGRzOO!S{bR1)Z{$5l1LhZ zr^bVr(j!qw39DkDF2?uWy1b1bz60z7~|4PV*cr1=9~ix5;a(IO!f(1MoAFgU1h zK*xc-0BAD>UjJXkO1s~GP#3E7W&_4t+0G!Bg7pCS=z(D$jqsbZ7IcnEf7&1g>3PgD_bUwh4z&DJ%oC?^}NOk}m zFfo*8&7f1D8EKVhFW_+H|N2kM0kgz>&tMUT;XeQ-U|->z$bINbQIw!46Od(25`NH> zai=s{;i7`bz(>gdRt*>3mm=<@TLdbg-8T}1eAYXp39T6|9lLLcJOo-m_}V_*LBeW2 z`3WoFtY-STl`S%Qx+_rbaB?BBQHs>G_vjHl4RA+u%CZ$P3QtWMRsX9XuS23{Jbb1Z z(*7nhNi&|WCCEY0l8i806cfO<1< za|W||_A_T7unlS_uq(lCI1gc`qPJB&Tj2TK_uU=2uaW>m4SaL&PZ ztt4ll5$JcUzik142J>+#yo&9?ARhp=_iqkDIjsQBf%dzkAb+9Nv=2FTP=;ETrq0KZ zrQ^x7wcwdoCMZh*t72e5*f%e3DH6@8yeRociWK)xSQY%OBXlK$~7|Jfa$Z& zfobzGPdR~^-;k@}kmoqEuUV$>jx9`D<-WbAcLaYwQVZ#E`Ufj#&T>!gBhLYzigb3J$g&@Ms(_SqXkYXzTWdO#Iu6+@sW z%lr_BC=eS4gw*d4+J<&4A-QxhgKKd!Fn$Kf=n~A)e4YfjvZtQaIp7Bz4$`(oCDm(O=Bc6$Wi(~5OxsDU8tv|u3@&)Er!lwsp0-$2T-0?3B_f; zMOxe1{ccJ~xu@|}cy+*3=h9tAv$Qo;fB^G`zLkT3W;C-H_v{XJv^9Kkv7#j*qNLM68qcJ4*L=VgeX?vq9 zpWDl2up&YLM9eUkpqMNGhsdn+VVS|q3nSQ7N0JnuAUa=J#FTPy(6e;A9pqdyqJRnE z1d;(^6G90#IrouEDa3mKN8!jB@<(hA!z_SeJcJ>|>2cuh2mnA-)<(ce$*9ecN)uGX zsk@v`5`qI#6QhGgh*W&4fG8}6<%QS-Km%Mrn#$ZE*XCrs88z&-|Jl$W>=tJhIl=1P z2x!6c!&qkWvCufy40pOW&YgeEts06Jy@wp0T-g)=8<&CJA(9ZExkvz^zB+nmc93QU z!xkW2)F^!{x~RB_{HKo`8J_`@U85irrLBT-M)`;gfm>Xi#Da$eD zZl`z}U|LRf;wYYEX12Z|nHuVBl})iDD2@zJ^p@#)a3)S(T)Z>J>{}SW3PBi=Y0A!S zTNd3k>)`f-bqEGB5R~N-9r#?BA77Vo1XzHXIRB8JW?+- zW`b#p`Avx(tVUra7nEpJ#jtq-re>M&yBbum?zYyXfJiQ@qI_qyR`O|RC8AHlYhaM= zWV`(T;3yJ?6oOeV@uR=$p&m+ELP(QSDFCrcaps&bdq?92_?)C(#OkC+!X2@n=*a2w zBcV6(IxCjev0?`K3|;c5bceMN!FjN*Bz64-UpOV}8ls^I{w?Hmc`u1rA~}-D<-#%7 z2&knkW*QDmsF3;N5mM{!hVxuqS=+vI+bAu0pK(~hDPxaufYALGCUE%74sdm1UlKS4 z5*Dyy4dE(5T;OL#bIQR_t`tK)S)lsC`nYBQ#2&_LuQbLtF|_g5NCRObgwFsxgG*Tr z7$?aa=a2vXcfO)$_tcMed-m`bf)#dmUFJg8W^6CSlljNEUIG@@ogcM!>I&aVVF1(~%H893en>wFN`n)%9b zk~IlCp6L}HA0SaBL3~wkW0~`H{#-M3UAwD>@qKd#PF%?#@WAqwct3^>gyKIA{a+EV zC!VJn6Q2}Td!v>sL@OCFPbxqRN{~V=li@^S4sviPf-WWTLu%qnmy_0abo=GVQ#k5e zSkZ23P@Nb(L57+{hL<7jH=l3mFybd#=QL^XXM}*F@hCY_)Y>xgVslAgItWHWHaZ58 zb+K-Ky+%AUtQrXI5H`iriKX(QemgZ7$0&jeNvUP{QoRzR$9xKsgd=DKfl-!{8O0nf zKps5^Q#XR@vF^OUj`nnkaE*Jg`j`(&DapFy@)CO&rHR5pCmt9~Xj0^CE_;y?FA2w8 z9d|CEy<{-%Co{tnhnZpE6qWXjr4pSBP5cT=6PuC5jP#+8ODGQzl|v9>j{W^#5}oSiZcf*%e`hL@=v7tMOiQQkn> z%32Frlb?!QMVwB$g^OuZ2q_VTgU&(m@-yfTqVVE!9T&HmtuL8za<-D?jPngDY(jv@ z^(80EwqNpGN|Yk8q|(kY69K;|X7W8k4IEiVlYXD9Dmo&{Hk_c4Eg7fZ$4WsR$e(2( z1r?fiWnKHiIF)fqO4tdvG@P9H;28cWjtLDq&D7~~f#x=LHn6NEPyt29DywSW$oNN} zQ>0~VHNSr#-w_!K03 z%~&0})1b#j0^#1JATl?b#1$djxR-X}KPP%sotY_BLr#h@HZtiW*oCo*wGoWP%!~}V zhLy3)C5KdcLmU)qLP3YEA!JLYuzZEwCsde_Ss4%)HqqupO+g;2U9oiOD($kxD=MP( z*^o~hmjdW@p%l|bM5kUgS-3DL(F=DXMxui^lad_Yj2;5A?gBDrG3;R})dqSLEaNeS z^;L>4EP~&M$2XDVGE%Ej2)p5|tFB@(wWnE-%24GTm>8~*vd3no(C#80m@L7tbCXyUmJs_?|Y8OV1 z1le&;5^IbEq8@a2-XO=Mu~VZZ1|C=N$owo+ABG_FUg~z6Ft^(`iX0%y&6yJhXI*oK zHU8Sx8%zyj#jjJ;%Z36ma`SDmzFkV$p=0xEAQNy#wh3C)d`IxvxUU427F*Rzu zJYhxo2Nk+FNOg0DbVQ_`=85r8hDGumD$=Y!rXmrAR5wx!bH>w25SJQ%*xjE` z6O`JoP^fVv-M>l(je4KUQr3hr8F}f!iu_;7xNIi}s^HB|iObC=uYo zkux)8j8+Kt>^_I$;FMs!RH?$oRCp7Q`mM711S&6wrJ&zq%cVvNn664jZFuhFXmMoP zNX2oB7#yvbbwxdK#3c#X08WHFAr*CNMDcLT5hMXEUMNZGF|;c-$a^B;VY zu7h|ub~AnXB3{GQl}&1q~!ioG37PhjgROxH$^Bv~nDIe_}_-szQ3`VlSDGrM-k&R=si`PNjus4Yn@&e?i z(!`MI$+^-sNWxqyZ!TVaQ-6}-t{}14>kt_nUBA>n;6z8?Qw?dsXIoFtl>=Xr9<9BS zvM2;4Zo|xNZgIAq>9jyt8>KgufmHF3>ydR+60}e9G~s0WJ1!?5Rmys$_O-IHlHx&% z{S%X;slASxAmM`RSY1kBl}Rxg0{EUKqmtFfza*KIS%_xP_2L|n9=p3Un9{;z{8sW? z6_A*783waZYL*sjPJQ0sJNBwfK=e#@QxmEuLgQ|R6Gw|1>#wkGQj)hVQJ<4+HqyuJ zxZq4k<~_?WQvb{4NSRdT+jwjDR_#nmmuL}>+l>|;xQID)j90Wod7Y)pBSmkvI3*c$ z26XCjsaeEYr=V+FDrV(fH#SKAHZpG5P$JnR@Jy4+FtaJpHhIJ30!<>NJ>MZq;8{vj zm3W{l+RzIMeWdMVlh4OwyB9t8%5R z#jnT9%0d)G*%xODX-cT;2woE73V~vGrJ>xiRZ!7&^z0j>%jKo`+o+)P1oI+qjY=Ic zJ}vD$2~_6IsyFh|2|vB3anO3Kt{`{7GDH}hv|(DR!dNe9w2OgzW#&ajHn`oU70M4w zhcNlJd*p5=Tb5bozzxWB+nik0lKT8?{VK{R1MYB7k*MVoYvNY3T1Mv${2rAj_f?nH zXAoTH#`=0DR!x03mVIfwe|UkOTK~j$0LloIlq-9;?@jN0t9SS5deggY+jKei9+~?5 zi|NDf_U``iUf+SUYcIYC6LXD}C8^F^&mJ!Iog!SY48w#7d(H|sT@8;HFL53 zgCj-N^ZXff%EhL=``XrUEt?2;J`07jhiE3b&9?fp&-`t~J+Jj0JyyN*@wL9aZxV#_ zkB84rJ^OUM{qTw2&^?cT;D_)9THyab3l^-U2yGt!uy^w=?32%Zj_GNbf zpMU%DH0e*A(3yyQJ_6!A@P6+uKvGmg!yo;yi~440q_sSJ)5)RjhlDv#K}`9Y^F1q# zC+l5WpKU)1gm-6W`qYQLYxi$Yx1aA_z#r}Im?*?kfGlg+QoDX_x@V|<(|;Pzuk=u| z1KFrDEw~9M#k!QfU|mQmyLi(%C|tc6L-^0`M&CK&&67O zv9GPVd3(8XF_Uw!DLY|{_>?I>r;#>Y0j-(o>#o9SR2NpK+hMvw(^UHyzdSe6+)}I0 zR=SXn7s+Q&+jXCAPW|GT(}!nWUzu+27_OlzBJ^_Ky7dza@_qEm>EW88MdnGe_|D!u z!?HvLd?JU|+*eIVwI;V(D_Vl6K4UsVG~Q!yOHU&n+`(tKHB@zGGhjivPH~n0;_civ zO+1B&1P3Zd)~j5=+&|VfRkpfJ$pmDEb|N)%?SGcRr4uu%rFF(R=+}rt%zD?y7E!up z=?MCN5}wO!c|agszJVj42V##1{QAC>Y*4O+{q8jeeW?E>4CD%U0hfM)m}fzO#P`N# z2`R7c0OArbjqu81v$cF`sD|qnxwH zk&RS46!4}Ot4^mQ98V$E2)Ksj;I$0G9IP2;XO59lcWTm>RW#{4GvUaZN}H-gvK5W8 zsS;!xX6R*_U>dp!QW)EySrmdahX$dH`mLNWQ+qKEhn1ETXnvXdp{B`bB#Fodr>bh! zJHDf+#50Q&L}v)S)!_*xsQJ7c4!T4;@2uBag0u8jIAGf;T1wyx3L$Y1LP5aJPERXj z)a%^f_?*!_;4`QG#HC>2Cd>ClCy|AJeJD!q}USh z1%8a*ovw8CPORLxcMsp=@Ebqi?G^{_K`UL;U6@q7`gp#1!no`-~Wz+ zWjh*Kp_YzDmY$>yR;AcPnWzh%yJ6oUo-as^b-et9*jO`u;*vL41M$YcR>;(n*A8>im1$ALuM@h80J8s zMYe|u^qR3y*c~({!|n*K7MriADlR<1gZ)>CL3`f_f9b(9#3pT9)o^A>vp#3f3Dl35r44Z0XvBJYGB zSCIBE0q^q`KW-d|AO01YO50dax-b6zKiGZU2dEz%38eem2DR)LbmUML0$~qb4DHa@ z6uxc*&Z3kR39G-OVPWVN79wg$5y$+%hGqYL_=l4<(DXrJ-MnTE1{?nCLpI^*m(Kxd z5jrU04C-|l7I-KaQZOLu(i;{zbZg{U~(95U;fK?PC`$AgYmG8mRAIQ?!Lz5hyM`D z66Ljr=r8+!`=+L!d6KsUx3S}YyCqT0Fp>b0m6Qch&lUgCa6(h|AX{k`?@;|A*Z)G3-V5D>im zLLH7-g%bsE&-+2O zsM#GlcG3_Ktm~J5biykx8yG*N@@IbtU$UJ4K<^``O0x~^_6V%`qnG)|uy}qSn#!O4 z+x8c#Wf7Z=IIJ%_{7wW!kr*(R@lfCRY2nhn_`$gWw@Q*)#+IatWVa>OnJWF;GTGsE|rk;HN zKMg+EyZggnb;TQ2=dBzThwyuphUWc0!*zFcKL7qT3!SborMSQRH|{{FHE-@imO%~v zD$ELxSkCx!yz_9w3Kx3q`S(Szl5pA^g&g+zD?Fr7XZOGHo44@jDNh&PDOOLhr-1qm zsksAh7LWJpZ>XiksK*!KsTGo2R{N(Jtq=}$NFEKH;&{t&JofzNorqSx!o1m-W-CxO zeNp5OF%KF9+0AFsY0Vb@I3(rBjD5;<9(eN?c3}bG?Qi83aY>2+EG7eBG<@T2V{N2#C-#uP3`?&$IpA1Jjo?af;m_idW9SlhKA|%f zGRd32!$d(I|Jz?1JYBroi#d8>#5gVlZ_5;d275N5eLVB?q88YGpbUUOQ~W!z#& zoQV=1l(=R8FaGzh3oVral&_xHPb+x{A*^9oy~Nv%$0`?~;quTFzYAUP{6PmR6c;js z;nE(=WDS?HY-uwR+s{m85KS6yVeQ^VVl2C0p{auk%TR@LwM1TGpfc`46v%xdz@lx1 zwqq^-8d6hEbQr)TPK$+q!^)$ry!wZDf_3%BW4){VNu+nNl8a~FjDU8-c!YP2!~Vj- zG~**2FR@c$BC)+OhYL3!zj#$%V(;tG649weh%0J{p7Og85q+@mNSyKN+m|12j5Nj1 z#vXiQ?Gg|qNE<@`7ife%_0I332aE8ZFbrw=CvjQA-ZBp0V4>~%h;UHP1tlU*K~7|w(1TBJwW+A!d9F0q&_R(M*!F5yta;<241?;X<@=B}7$LJqsc>c+6-p%H@O zcFHv@hPL5L@WcMV$RB_2?QlF@!+-o|dBfkvg{>79V@^DFd>F5P`u-1`beY;A@+eY@ zEZTlF_Tn)9`q!+U6aqiqEB)y&-zLkUtmv_>KQX8y!h(B#{xe+D6{97R0MO+nyY-#M?N@8lyFm2Q{M2vJNr(Ch|U1q zo^i#6z{lbq8&+&@wB)1B?06(ip{$!5fL!MxV-Vks0&attcj8SvZLjp?`+xoG&xt0T zG;tV>&&Vf7!Z9S*5Vf79?!x(Pnc5QJlz4aF8^2Aa_WXy2cRBny_k|;;XLMz z!!9g~SMK-=6mL&?;J3ft8-wtN@YHQ0DM?2D$ybHqe#&5y_i%4Nd6i=tO5j`N6o1lS zsvg<4&q@d|2>BvOluDDk^ z{NDZ#A|;vCGL^(?{jxk(>@;_BG&z(I_eq)J&~zf&i6P>DU9R}MC7JSBW%P!X--i>P z^dodq+L@?XMnLQ$%*|HLqau>SWaC~nsJOpDa`yh;gyf1qcKq;>?Aqg}4|f*FEA656 zjfIN$?7j)6O=MX^zW?NlqO3`lzSv7Dt<+;HolPf+RAR_I$yA5F^Cymd*fzRCO*{0_ z*fgTuM#p?>OQ~xg*kdUZ015z>Jf-iArhDNYQkL|+qxD-)iK#B3fSTHHgnRtzPnILb z^zFSzS~7a$MTRRhAN_yPC-H3~4-O}&{|s$AL`AN~#dL_j!t!N#-h1yug6pptf>DdM zI+%Gyr}y|f#zjPFJo_Ir^}*}$33j*yp6?$CUzVh2eA>~2iSp2gKa21*1=z!O<;GL= z(H%Kqp30z^&E3cMcjhr955JG|x+W=lw1e_j_CJFOqHyoP7ryjXa^{%BgCEcbjw<|9 z*~UQg$z#WISazMPd&^^3&Bd5*Jw?>b)q1B4M8e|#lv*$zC%zBTMn=X=`Cq6uFI?UGnPY4f7E#KL9)KX>~N(}Ac z{qO9H#_gSFUqq(5JHH(B@Z?z@vvTglu>^>BA7-o+{@|gbb`(Kaa+T=`u8!q_w!L># z1)#a<-1)rXtp^{WQ=+4tZ_XP&Lay|}7|{oF!grrG__G9Gdq_oYe{?^;+kXDcg`Qe{ z`$6)rB)Wvkd&$ej5)HkAfXO!0YQ>W-O zFKpbz;)JMyR=hZd(y)DlHqtae7*5U{oD^8RA>d7C&UPr0H+Y+fj7_0&u3W!W_@qdJ zkjG;>C7GbEry8-i%)m>xKa|kc4r5BqY%|8zH|dsW)Lh-Zc}p%C{B_W?hRA!y?&fo? z1h8r|OH`W_#KS(hI8a;Ix_j@Aml)|jcQ#+Vyt%zYJ5{^!%!#u)_8EB_c8?LpSaQ&A zNP(byP|lvCe)B$wS1aFop_P6f9DUSPyl`6=!d7)6tyLXAmFX+QUmraDD5|W;Ea(_n zyq%5NkuJ)qO%Ym!$T6OKCRk-)ZbPY+Xj5T^c37j2MZr`rJvipfT&)$LRv;80Bi7Oz z0vIY=2XboMdXcR$DYScN5_=Y+eRKfasrJ?${PgtSeVjK(FB{K>Tc50f>Y^0%1XUpc5C`&D~x%V3Tef+IYaKhNM%5 zvVR3Rhft)I4-E&6Nf^;pg0;=TcPI%%F(GLlI~f;;p-O{93!}n1r%B}aYaXBvg#Z~6 zqed`@lLs@>5xK-ch`0pE8>+86qYdw5YI)dg-32J=EUt#i6$4Izv%uE6)8+~jK)Zr` zh_wQTz)cEAdtfN*W~(MZcHzdc3bJx#jJS}ZwJn-p!L|kNW9tAD0u9CK4RS8MZ2OAl zhHpo^vq)0~c#FB<+02;K`@RTpHiiQWbG@;yY2$Q{p_oDl!99hZh2{!PITUcJ7m4x= z>I1|((qI^IP{PdGtsB>tpeNI;#+!1)fKBu?!=WE?xMtwu0aMVYEUvlwAs~ih;7kBA zWMn7M1dJ=)wqAAub}R5dz+i2n5m-AMUu+(2IH*)yt5Ll}I1e_}ZG>55CRtd5N$Hd= zs3WhN0v|3#AUjYmu>z4%wjg#TL+gWm1e^%%IFb*sKM+^iSzeM}az z1=2Yo;VKf))X@Qs177g44RW#*=y8}3r}kp|g;wxJ z(C#`e*`~urZ4L*XxrgLfh@1_qW|$zQo5hO3pJXkADj~mQiE=vFM0%aT1pq+MgK3tA z*6T9yt=g>&l%oSo4YmU#X;1YLjZQGj7XxZ3rX=bUG~nPO^3EYD&Vua(HxBPs&;__6 z2JE9sEQd-|$dZ>P2BP=k$AKakmLOBod@ShAoNxWQG`3I@)|M!9Mx%kRWBuY7Ax#iC z>|a`X;jJ=};i8%8Zn5pUk@Q#&(A6Xjws%0NbDY}GpT8hT2}oUIHq@e_!3%--h36E5#E)r@4 z6P(I)TJhis4J_%5vb2`FcrI6M6j7XZTh5PD00ExnDEy*kAcKM=Z5Q2L6LT@PbfKdu zs7cP#2JY+Ap`Uv&53~*SdwJ4q(?CD6LY)G{EMr6dVvNOu%ZI(etzq903?bqQl&GN5 zA(7IVjd63{X3Qwx0aTn1VWbNovEP0#(^U&dJi?2#&b6Wg3e<9{gC0QfYG?}iFbBh! z2dgLd5W0$%ac)R>*$Wv00rH5gH8=`J>k)|?i?vwxQ4ANPBg`@3hEI&(WW<20C5&*y zL}wUr=?vRFHvt_GnjYb5^QtJ3fdok(hL_QM4%NjBlh#gWr9>96E4bUF0oi8atjlDY zTrfRu&;gs%#nai($-t1UK!s2;HHKL1h43D)UGoiYj}|quQV?$;P%{++JrFbJIw{ty zT(e#nZ$8$UK+u6HfXa;;T@GYHt#@}c)5t0^Ls1W#g}c=s1`rlu5nP~o06yJ!k*H5R zysgpxZ46!Da3a7;US0U0JrDR>H!a&a$en{qDD+$M#0o~_F?mANM*jY9&}7QFPYQrq>VCb{ey^v`20^1popBH}g-9;b zaNUY>p4ZU8wz4ymqz^b?R-HwTV!KtI9_$7-?1-vMTqBs=qr?cO~=5mf;S##O+>s{g;~d z01AEzS%oriz{>86Sq?E0QNg&_*x{8GRwulBPQy_J++it$N}R}0f*cN7ZZ?9ac60n+ zM1u)?i4Ft}5WzvsGb@oi1tbR~37*msbp%6l#bzUI5SYlM4C#Clr0v}s4ian3D~Gu- z5|9fZnMlES3wAcVfx&Tx95^MK12E$L<6`EulqlauQde~bVD+;T1rU-w^S{|#5nJ&s zuBeZ--%~V5n>(u*m|_Xk%8XoL!-1vQEVqS0=c=uo1$63<(Gj z!}5Tc2S^Bbgx(d(CqvHBG7VfeWOxGMApeR6o9I1sbBn`RBv&W^orxez;VUxiBKu>7 z-No39d~Z-EBkWITqILw@)t84VE=Gl`f$@l2aXxVR!3|4#Rh*Xy#TO(_V7IThg^sAW zz-~|mDuJdmm{~f6S%ctnm=a)Aig@b+ZnFQ)&PJN60fSDg05wxUx}GF!njK-IMT&{< z*%3Jo1KQ8f(a8uRvEuRT-AF?j`ACL~)&Un;D|+#163nSnM_|60bDeaz`6(sW!gEi-W@Iz>Jx!Jp)$p`K$C=h@JvaCam&Lv zcGH7tLq-C`k~W5CHG3IQnX+7fz$_b<`n3?AwHGxh`I1=^mETMF$n z9#RS^k`lfQbd`~7K)TD;F<|-#d`eb|*$ANvolv5{#j`|0UGFL8N(RgFidqsJIyO$= zIvg@4)Z%!*gx@?Qr!LY+!O#am?dT?}FwX*O2ijQ>>S%T&{^YD;5GreG(m;R+s9&qn1gwT zX_v84f)d{^#&DSsAf%mPVl%~IVPwPr4LW&dVkl7pk0?V5Gd`vT12vH8vG4(A*t*oA zoZz+|Xj1sT<<-rrP_BvRFLrifZ;5;|!ptTs7DPB%#_T2nX#baH{E2H=apg}h~k zKHgmFPer`J2sC8BaAJ8)zA)_VFdSn70xwnbBLNpS9A7S`5P~pmB@Pm%=4Ws&WAKV2 zRZhu_Cs^);BJO@L{Q!g6jW}?NT^224I7*s?U`X*ZU|LqvT9k5M@QKEOWLiUJkJz;2 zgq%(oF+uAOIU0hzNKGz_nmo?PP)|F?RO4JR@$lbatN`E3jbX?I>WdN?i=k>IQuQ}- zz~t>%Uo+5{Y)s@Ngi_8Z$LTm2@e!3wzrD779TUSL>Q_|~`$;_HOba4e;S?sCK?c+r zQ__-~hJqKI>#A&2^b)+K#4hXRQn_&wHT&bVM=r1?p!84il8FIJx(ky$JLa;w%uC5e zOlXTqP@|9-V!O>;8tLimciX(qBr2tX3Y=<5w`3~f8{dZo7v&hYJid$T3t^1`OIgRa z+ZG{@+Ke-Ri<^W45Z5_WJ~Q`%F~^8rxNQ6zM~nHE%1Btv7@^)kR_Z@8Vj~=F98G-G zVDvqZ1946vg8`I_8Cqswog~kV0;LE_m>)Gz@#9^he$l$-?s*_i=pJz`I2sGpPoY1TjeLU=wc6)2-LiUV9csJ<#zi$ z8DPQzwjFOJMupa*N{ey<8m;2&qR4Srw<0*}ab>HdpO;q@VGSE{-g!f(Vcz7!LRy7j zCOxOl=3!G0b;O{&Z9`(%hRmbNSV9hlE>T00GaHr#anqSt%Rx5VOM4ANBfNiH%uGC& z1Hv9>@nYd*i6ZdkTY6 zOV(8xwkT_h$~a*eElBkzDuYRT_^g>pzalEGv>Lf7wUCwwAr{9K+ouPb+D!Z0T3_3~ z#&kMc9Tz9OztJuNT=BDdf9ts>dQmZdYhoWKk$dnN1|g&*gMQ$t*KXarYZ^*iT5D&o zV9QLjVo(`JNOq7(l#As2rF@+K8Bbs$rg<5>FOG29Nxa`cG=iEH|5k3?zIjb^NBBiX zQ!r}9nQ#}J6VMwFk1;^baa>L^9uq~vhi;UZr`e*qJ%ukFlt3gHw()c1^|bgp9% zLe*Exn3|95WP%g&z%F0LsByX>j-@xy$PkrNO-0Q>x1<<MCzh>RAfVVQEZ9$~txa$+q3roSo=SrTy>H$yF^ zl5;pO%73WB%M0vYzPhI;{j)M^XCb&tN*|g;)2UNg?!eL-|Q0 zWYnv1EOKgNCq=z7AeP_R58GEHlp0xsT0e_c#b>ro5^+By^j2?<=fo9x~;*bVG{#nD9H(z}yxS64W>)d)$sl zFAYea8wR`dGgnEfrWTk|wMR6gm0L*Q&h@BmOXx67+)z8kIS3asC53JvdYB@XFj%8U zkP)|K!Tk=K5N>h?i>Zv1e0_O+>&CU%tQ;$k?*H@ULITU_A|+AF*bTlW^RNuNsRmzg z`^NQ6F$yPGX$XW{OAYy+4&i$2ScYgZ?1ovbhfq!yE_`(r3GXH9E2@?%d=X?5Rmx|w z+sPob4A7@sQ!7_yP;__d#-v0uZ3cvuS==VHZ>4WS=s9B^SlPPo%-& zmgqFm8Ty|zNP$+kg6el=rXms(dQHKhv{jcDEB#ZO%N6jG<*|q`ccSuKnFc7?nI4{6 zo9*tXE#~jS?VEu5Xq&omZDyi=b-KH=TK;Z+tP|X1X?h{F$QpIW=JQn{69n&irE}`m zwUP6^E9=vzKCEs5YjxE>TJJm7h7_9re6Zg1&e`3s@3kMQe*QPoo+qb1A@lj`v)fPC zkN@cRQ$PH9@xbr$?|pmTukLz(Mq-FK?t60Q-;}9 zT0`XoEWOZ6!Lo9EKlnU-Q_RR)Pwy{wp8&NFa{gH1kv99)kHM;1!DNH3vN*=yH(@6b z)1(kOu>`L5!Lh+Dq|MIWwdZ-xLubRlZ1I3J75XKr#ZCzIU>^ ziYR-bckLrH-(k?N3MMAZua68&Trnui7}^j>J6n3^9D$BOC4%Z42R21s@)9Xg zJ5~qr?jWW+K+<(_s5*CLx}~MM=)4T;G}Y>^$E3qFthzroG)cdb;Op87YXQrU4k06% zYAUdcVKxHGWYL;Y31(Rtjn6a@WcLaJEUzFTT>^12Cx!w(ATP@ZaFZbUMV?aPq<*6t zCfb8cNv=`4av9phMd^u|BbO4cQ4FP{A{IzmR!X+)qPYwJ5PY|Yb#2)MCW&(C-cE3f zi83EXEI|#Bn9c|4fHal`r7DOe`z z4GU4|SOT<>R7VRkMkUG+SJ{*>BRNVCQhqy9lZi)DL14}%HBNcCj4Ktv6*I)xCr!<| z=4-O9j&DyXko0KjE_k0(oX8I5 zJ5}E#8L45?VmB{kVou(ptD?MNDGT<%_z{s2cWfj~9G8hZfhT$HOyNuCXQZ8?$%khz z)}&XYmc=p|Ljgb4-rP0_A{7q=!=yInjnQmP3YRZ~#|U&(fninxBH+*&*gKy*eROAI zepK9hk*EOUtGpCCF00$4yk4+Rjmcq&`_e#wM99o>p}kt2T&odF_lT`jN-U;uRvzPP zRO)J%{6JdmI)`d}?Jcc%-q#;IfBEHO46jf#e-cRVzyJO3KNC(4E<045fB*ZxK>QCj z_;8pBI4+?;{uCb!!|Q}FTs{MJ9h*8e1s?w3D&AH;XK zc0v4q9t?wlTaF2;eBl1h!v3D3q8&Hl#jT*hRnjDORs_Moh{k z6jB$Y@mEAY0G{{0dm2s2k*1#4SM-B0^PW8W1W0v+1jw25ZR+D`&#!FX|M>AuxM!@W z0R5jw`U)!eKmoQQNdyHwaDtW}=_6S6FM)H>pb%Z)i*fGCEAA<^AU)0 z0K!x*GDj$rK>gA2#61m*=e63_pUUw#us`7GhHz7^QlXwa`1FfUDaHg3+|m>OQ=MA5 z`6N0iONAxVAin+OZ{I$|G9zw;+Oz$rfP!0(?vFa1>lYeW=ka%f5sx5I7QgQ}Auy5A zgD)YsbN${avUra_eOw4M4W{e!AO02gUg(Bl!8|Ht#@FNnLPv#O=3xC2f1pmrH^dEV zmBWHFSmc-555N8UeCe|n*@Mng@bMTjPhLh(%OiwLQ1iKAK*W^bcsWgH=L?u09 z=`u=puL&j5Mg8ObC8Us_|IW(2=IY?cAodK-!|@lL(C}%Z0E)re9f({SFV{pC;~!vBsw5$yVFJyQxqU6FqJ&#xoici^4< zCyKV0_eY_6EnJJOm)mCTb1+{-#uow86oH5nW`{i(j_|%SgI>uCkhSnhyVF&F)S2-8vTpNxE+cpg9zlIgvWG(=b zpMQOANoa2(+tJf1dP)J$V?6AB{PgiX0O|Hq$BrI5Mw)ivMhFEB4&5)Zy0h$@p+Ul(*Uxt1W zg28(qgpTpxljJ8k(>dYZDGss8vBiptnpb8hbR%|zjq&8`!Z$+C!%kzFa@u0!e^yBH zui5KXCl{;8BIX!7i=q1RrG@IxwPKqT0#Vr9@hoeP!_+T2k8e1W7VEpbV>d2V5o>G6 zQ8o@CqRJmL$ie3p3y6J*<;5VpnFCQ41nDQ_qi9*y?|x35&f0oE;+3%`-~6AV?HG-* z;>H_C@l=j&{2@YOWaN+}J}9S+wqx-e{NbM*EN5r`8)e)=re?&d#g!l~ z-Ms%%I6!7oaM4>#e)Q)U&sZ#BNFgr!nnJ(b7Q*!(e%A;{GJd!cb|R!G)Kp>CkiPKUCi#jV`y#} z1QD6I%%Q@fZ8v zZ~XLY1;+h*GjoAmil(S~#XIkW6|}WWtu1B>rM$2;vCj(6?PU05pZ{mr%I;d>BNw?w zCyg*zY-iMY^BlXMz2b}WQ7&=e?qa^rbRM>AvAaC$(;de1!2Uz6(W4_GS6E-i zE=2WM6c&Cd9Z1t_9LgVXB#R4Zc$!8;RK5r;{PPgV{42(s@Ab(=fH8aaUPzHN1snG6 z;K{Dq70c6LpS@QU_a43EPML?jM$(8x9=!VV>)9@^73IVGO=$XF7O$MGhM9_7r^iGC zo$;83t6Ag<8@A*96K&+FBV`@Sx=%c?lyoE~JnUmd&6l zs3sC)|0iZ|F^Gk6{2=i(RxF-dTqciK)QNKuW5WuyJ;5@a%uwp(F}dNP{Y6yx`6me_ z{c9Mucbtx67%`(aSGq$8i@QFpnW89y%1+#5)Wi{vB^? zEXsvMOQEiofT)p66k|z`+Q1!ig8mrI)$UXKLz-ToNGa0r&GBQWhgNsLjL51tmU-ZP zuHC#F=|h@}Col@{JTu!M*JD4U?Ev8Jf0N6E=SumSA&#hSdB_u8ld%sWwz~4~f7r=f zBqqwtowsEz36Z`@5Z`@@=Bm$121SCi(t7+LWmsfQ{y$mr(L*QlhM#=;Ixr!zokWeO zWVt<5Ma3<7xgN>r1Lk6X$ci5{~$%+}HOM2NVXjkqosFKX7e9)J8%nf9}Xl}ecN>Se-d zXX!|TL;c4>-aq*6p$pFN6Ex7UVBdage*5v_@)iNx={D?whg+ODZZ?_)tL@~@q zkL0lIKL6q~&k;LaWON^VMd{sHI+$DA;T4MpZ^{!0mgdCB7o0;f!bKMQrPxa5d34XO zWz60<98!7vp+m=rZY~hIC{bNA1h9quED7{jPKThy9>&y!to!ymUg`4Mod?96x@FV(GQ*>m>YOE?eM*SGP5Q zVWQPvwaZtw?();&o1Qvx@_g?^efy(_A%&hl;_mcJu|qhbSdbJrBP+Rmm*#3%pX6C^ zMsMB6-7RN0BfO?I?ml`H4mEYpQx|%*Mz?oNx;61rW%P1=6DtAz^!$fMj?&UtV5O!&P z7w6=5j)Qu`1@EhpyuP+%c4r4v4Cv7kMj$AXf+QH-Bvq7jbVo60JNw5jtINnr=gDRg z<>)uNew!vspzHn_E>@=v;S}~amBHGCeipPCHO_93vUEd@5}z6AZa#hbe5b$IP)aov z6o|h!RMsFj0!g?SVk_V(t`)=sH6CMFqy0(#1<$po)1++m<$~k{QdMBpp&eC#9~#R1 zVx$Z8-BNn3Xpg1f3ul>W!7BRt+^X*BYl*$Fs@!R=yWJKD`<`?!yOSU8NIxsL++D7;-j^pJ{rt* zcndhOp|cgu092Ts@}21u_H zk=7Y-XS!=Bbe88I;H(&tZqIxUoqtrJxBP-ZopQ#0wNF!dZXw7@(eP)8f?kDfuuMWxuUhoR}w;rwbMrz3@V;q;Zk znwCAS0rUG^Hl%7&7lHPB!Js%`h!7p4^NVO0N^~S3mmqpEp+J>`CSgmoK>$aG(uvb! z#+8g%m41!!;^1QGlW9{0`>u17mI^>;=uyz-CV&?jmd05@r(^;#AsV`KF}NT>+Drj; z1ZU-}lL^Xkh|+C191#(7nW?zyK7qXu9yE16Ttd65mC=v5f6AN-Ldns|ODD=DbR)`6 z#g6OX04L}ivA}KZ7b}5ZI{1OZl<&6FRLDvnO9#){Nr$e;Ga=pj`gE--=^_G0>+%QY zf+f9mV>{sOv>yw0DHj&7$GFmT$`J|t4mgCf;pLoHO|_iAG~TUFL=!;-fKHqSou@3B zzYBz+@Iy5Af))fA&qQ%1A6a_>wg7}B{TEk;uZ3%|u(n{eORe4(x1L4nYO*H71Kpa76vV<!sG#b-4EU%#F{)}Jf=H(gLV4iZ)G`P|wg_SmB zH7!7hEuRv23d07uW>_!jwSra3RQ=LUG?$wslf8GP;3^z`e7FE@5n?)hN3dAnF(4i3 z?oLEWw{O@K-<6H6O&!&FLN1!T&W0P!-318?cNukg$L>N+_r< zXiVxtYc6xB%tM=#UN$FeC?99XbpgjOb0anwt2+ScAdYe_(`n_sgAQ7~MvHuWu%|2W ziQi2i0MRqZ->_@JTkqibo0t$9XTVh;CYB>pFgn}MojKP+8^g;P8_zbO$Qo&GX$R2o zSU)l~dYG_no)RjDQc>H*OrhO0W<#G9zR=BSL}W`Fpp39$r2o({A|7Pkg69d_X*849 zT}8rgIr_v9Vv{UHuAO1j6g{&zd4}*?yqUIlK)ku4KFot>u&?)Z6x}jp4R0i%^S40` zg!UU+y#N7rKv$kDk9)`X*z80Ci@1-V2B6!C4nlbcsVg*{1~U+R4tbY5iZQTrX7uXv z3s9^w#mP+1aCVuRTpW`rhVe+#26nA73?qO|q_#^yK!H-}{9^DfLn$+k26vnbITV>| zZHriuqw52srUXuxE;J@-dC4fsc^jxOK!`HLIY+XGi-^CTTU@=ib0cF@DCl$qbuUDW zOj6{xGjTY)Mi8e$O@&A1wD8!h1eX{K1F#%qYqW-FBW0?CaMc`+Faf|Id=)2}(H7p3 z4vXt;VgZP`ctbD)fp11afqGdmj7DcPk(0&spT$GM&j;PqI}r#07CRJbM{a4cQ6e zYPUc$3K9+0HmHGsLG}8%dGq`md<9dZfx2V*`7{S}9<1cry08tRDj~KB(5yZfeb{`t zU9sn`aW0q>hn4}QQ4|XU&<>u?|2Zy`wW03w7djFQ#fL9DWQ9B+Nx5iy>l;_aVKxA0 z+=oU?%PDuDSx#^Sa)X?&Aj@(k?6lH;$}x)@ji-nM3e|<9p%a`->g^(eSl%TXHl zm&fBG6G8`>7EWtW@&VxnLGP$?Xm-}70NvrL(>l(9;#|a*@}lOB{(#vS=0tM|%W|AS zh1W7KMaX5+i5;JF)9oCziOtG*@Bk_7T}G|2b-A-;z=*`HkRJ=7XCR>l3AU(hhe!jv z5~f53&&2j$SuJ+S<3LPcddU+vuYuZvPmZFyhqu6}3fW?;@BoiiRtMNdfG$ zmkyu%74$B2A|anpEWvwB6-b~V#|o|lG;}U8M1zF^QYoqq+Z-k4wdIW9oK+LtVSR@! zDAMU4s4!bVKRgA$&rJ{lv00bHDh_=pM+lY~gk3ZeB&N_cmKqQ-rc%Hg$j=pk6*(I~ zH#S|UEMmyyhfI|K8gJ3kEU=qZB%!2F!T4t&by&XbEf+I*AWq6lqlWo#XfEbg9+uM; zr_0s&-!N7=m=`l^pnfd?N{K!90OsP(RwtKY)vyYDluvMPgCG^?qCWtS2BVpG3}i{f zm(>s-c*2Z_zmne>_o6ryiHQApV!-G^2XCDjC>Dd?k&t7lla#6yv{#v#;DE~!3Umpu z*Ah9#4PvL;3HmE!h&d<$53r?g#${uG97jt*wk|nesH&dMc}XxLFQ}Iss|S;|wWEXS z9-4G4Z`{PP4I4EIE-W4Iuu9k3?`c>4rou8BQL`Z^aqWc1`@%!w`~A_1961RP#L3uEqfWf+z`oxx(~ zaKcy%{3Vqm7B=EvHZ&wq6G%iEHp0%>nyeq8Pj@@xJb*yAQ)HLz%Z(8(@F|f*^V(D&ay;B&MjM86z_m}ka*{3< z;Kkhv3%IEgktCMSs3s(hoNicsK@BH0=x8VT1an7(OO{mzXUU8fgk(m8Md4|Vb47e` zLpdCr6cM7!EOM>{Wr|%d*IM*6co9^0#TXIl5-hUdg@~pKnS4LzjwyAH3|L`da|u&6 ziBjg=C3B|G+(c}}G&$m8JBs(E*6jlw(45^w7cK`Ol_Yx3t=ov^;2TgLayG4EGJYqI znW-j3HNeNOCXF}QMUlicjaNXE7z)WG=VW-i6iGyl-dh}qRyH|Vh5}@yNPdbX2nWhf z)FhPf%hic1n>*LRS<%_hqR}Ejj#K^>T_n+S-+*&dU=wz5)2djTH*OfNht<@HB36_o zlj_maH6Nn2wOuXQSn5o2-Nu%P9}?f?M#hdLRWMk@gZQ*u8dc(PY$IBag6o^X^A?woFknurFL+rFi7GzHUjq2@k#`J~;t;a`fet zQq?{ae5-S+2M|?V3F$O}&V+eK@t7gsF`VLc1hzs%l!VB16W*l2QuNNmIYeU?oI}eS z0mS@Q-$e}t+VR=p1qDZjg<%%I7K%w&l8Xk4g(MX5_IQJ&KIGr=ox*VU$vANAi-az* zZrv0O#*R>D8L5|PR-!Ah;CjX-HYkF*ElH6CiF|KtQK|x&-ovHXl#Hayu$+tC>Ofbz1ygeH+lh-n#vMb|*UnU5*&J12R9=G!=QL>V-M)6k zcCmQYp7(Jmd|u`Y8EPol5KyBq3C_~8(uKKkeN}-Y*+^LE?zwtK=KAS4h>9HU%#|4% zErnX^6FU?W5u*9%<<%(Y@freH+`yiM!zm#qzP1e_SXs7!m9I*V#I7_FwsbGtsZ7ao z`uN`wgEoj~Rt(Qz`HeNbPVyT63MAj>*c@u%VhDfC)-+-QR|^BYkr0c7EOpBFELxED zoLagkiP|HTL{7_GqEHeOz9qgEgNi8=j)h_CZzGr}tkmF9i7@&kk(drcF&5e3q*vid zGWc;{g->3_k=Xnsx0X2?u&kKmE&hB$DVO(-YLoa912=pYg+( zfxV-u3uL(+cEut62|Fbl<9?}J7JHWnI)>H(;DHl2i4qw$ACOE&=Oy~O0wV-8UejlC z7NRDj&B|QQTv!_~;ufxWNTH`xGiNb{pu+da_a*N1m5ets6EW(n36zDT zDVxXiSa-iLyJYCw*7eOYaKJ4sFD_43lI-tM-_Z{I$>%@ z+91VwSbOJE(IZ7S-Z;sI|0NU`^0VgIg_O_YF@!IZsr+W@EGG06KgAX&2at2SG@{>3 zg(?+~j9bcJixk6S;^U`E)hlP)A#%9KP@QxJQ}C;FwPn<9meyAlmzRknBFxkug#unb zh0YX{_zDqloFqP^Q;?|>{?7nWn`;SEiB4LQ!5KJ(UXb~7&Kb$fdC74}jleBu<~+13 zn2NB4O&E|4YARI`yDZBj4N~fpm9d_VfLeHWXIrLEYhf!d2#3mKgc2twuq<9RrrC$E z@NAjr*GITv{Eu(&_Q|Qj1;UX|jU}0>a#J?Ikj*mLB9$tALg92ih^1upq_lDIcFT1T zp7Z~uD`_ts5r!)MAocoiU+tVBs_s}MfU}FadQ60gll?uM`H-@=Q45KF#q=VP*l2;O z2eh^!nU>RLY_P$$DN|_d`H0f`OuIVvA}#0au*)U_^27+xW`~IQ(%>-EiN&@7je4z< zDU=tnhfplSN^hAtR_NEn&vc7Yx3N)&4k~vrotLiNw$+=bh&C8i+fX>;6D>RGo zI5*ulI7RUBTra8A!4)`{8ZAx)M(j?Cnd_B{Q_-SCkX-LO*Sm6ku@ANi8v29YHPUj& zrk;N~eSowl(ad90&%Ro3KhU=Q-5+NU?5jTedcEoQXSZK`JbnDw)RQmPo8EZ8cIWo= z;ot1*y#+AcUfq55#rnVnVnO$2oA&!Q3N~_%Jsi2v2q`-0@=l z)wP%Z_4Q7rqq?@Ug!+Kpa~)OT!|E;M)26dSo4et)&U;%@R4mo+I?8aSWNbCT zh8!e8Y9^H@YcEk~u{o?xiuR2VsgdU@F^MbUSw-JvD8=f^N~S}|RE0K!7e&qTW~W?o zlZgi@V{pQXNCj@-IZBYpuq9DeicPl6?r?n}878t%H&>_GJxz$8E|1XE?UbmggQQm| zAdsL0_7EsQDFo(0^(Rb<%!2_;2&Wl6zRWP1%q5V@7JYb~Pq|JCGUdfI(UtmbUny}Z zQDo?AVl<&e3fywc$yx4rgDF=}Cqq{CvZonOf`&`e|*7|hoSzKtiv{oGEM^RooUtPPt zTxmYvyY}F|YX>BMZ@K&6`)vz5%LAtf`#uP2-6v5!Yrat1efgAlUr&7(SMbyYa>2Qi zgKIYzI}hVe`&){;3%fU`n-2Qc(6i4DZGVm(cmcfnI^Dd0Os`G1wp2H7Eq5P2+FQT2 z*mt^R>Soy4T~jyVG%qe#g8tgtwgqruW@;03!tHNV-zP`9yQ>s-Wxb|TWd1;zSIU0R zj84=yX8XEE>vC2B<}{i1<&n3x7Y#?0_Qb(j)yZEoDpg{SK&(3=3z zs&k~8tCz1(++D!t9-dmB*H1S(c6eTkaL^-&w+F#>l6={ZdiW41jufb^gW@F8|h+;j~S2zfEj?2 zWIbRntxj1$TJmL{Nd__b0R~D+Qj&nQW->%Rk&>TG>p`6^Nk*CIkQpJ8qSQfkN{kZ~ z{H9)48Hk$kdlf9G*$hWl%3 zU0{ssm*>{5PWKzMFk_eenhqW3G&eue5fjZHFOGEf_&YmHUAr9FuG)1#V2D|#w|B)k zy-?kzj7q|YyW>yLAK!Dc*V|9_ZawA?%>m$OsBQCJO|Iv?#q*S}>1y{;vEIF1#tq!P zJ=5J%-F}Lo^C5jV&hJ>;%9Dq)%*p1%+@|aPM<1)eJM} zzJTPAi3;Wx1VC!y!5!$=6QIxa=}L>~2t1_GMpK&s0f(MfK)w?Ua=&Wwu zSSGkT&_CuvcemA;jZ+`?D4^Bm7N$oh2wL}D99XE+%~m>xOhM@DpA^nrUc0(j zn{tl_1}4VakDsm0XI)ko$7}Vi<#E3?I{@>$?u4)$6~pB!242rj&eRnmM@`7Mh_IVt zQ@}ZanCcpi!m5m>qHHn|&|EU5TpTfF z5~N%Xj?;)~bJrA}7L{9+JX0g{dum#azpNJXNyL2&=WI^iBdoD&z|WVrTEdv#)XEOb{W9n@8Bazdmq|bAIgkP9uxC=?70wxDtH#Kz_}H|D1o%nuSJs&UAn zDn1Khy(<5x7!d8ZmKYS)a4d=teZzC6qEVW?x9pB>E-OyYT29rkAfkrNNS0_hW zFAPkK0X?{s19@Q6J})W8#I7z7+?imX7B4#@?LBO5>$#qhq0XM#%oq`S-|Ye#Q8UUT zP8kI=O95wfHgOm&72`cJ?__9jOx07T0y?cGqgT%pGpdksT+%+S(;sx5)U<$Jlc2%& zbfu$L@Irahg7%31Kzd^!xT}+Laln*@kuu zUrypWA0N3s)7M`-X#M)qNC}UI7jE%S)w&zfF?4xuth;k)VJ!jd+RfSKvo-&C>g?2` zo6|>5Pd$>_C8b+zdhhJo_lhFpvcuIq^UK6V`xPJSl6iB(#>`A=9%=lnNc6%f{kBZT^ciV zek$`=xe3Ep`=?yZ{^8id;o3aptNm;4oVv;fnh89o(K>o@Xg;>9cWO?pf+sOCF(aiG zrU!HmwaXTS%0qKzwhD6R%`jS-?(7;<{;T;3H6#vra2|9~DOvXE%cQg!XT{A>^(b|7 zx5*rBFa(jFc80TB;7^wo0F$HoRiUPy4MB>fxF@$zVyR#i6`YE3ouwU?sj7m|I9HR9 z!62alO<69be*RMr&YetoDAz?9lRZc=w={0GEz+A@;L0U;2|_cYTq&7hNq@bJ3<3lK zPjOG(QFeqakzxi?ro|DUHr#Zo&<4rQ<~~ErunWP3Hww^!2^NTN>=3|aYKZdKMop9P z>TK8i42U?5iOd!E836R=hDrvs^APj=Na%<5R%g4$E_$+r5V`zfAG-MFqmlW3MJ zJX76%R07x(sZPEAnBy+>ryG^?Z4=uh(VIRvTQldX{j|YguYKRv7LR)(xgld;+kPyM z%)dV51I5yE=JvBaYY)W%CuNt!ubY&c{B5)6V>6oeACWiDw5JZlLZlY;%$@eDYbr8Q z+dG)S{u(>*uX|O|6SHbU?a# z+H1C%hfa$u&6iY%6CMZy(oQK(mVsAKQ|OVlLq9Y4@qZmvH?zhg&5CW}fW}5T&3PbQ zlS%`ISAJw_ln<-VPa+PkPfuN$9cXT2S1YxJ*@{fl6zmvc@fOcoTlK%Vq8UM$GdsNE z_Q>I;yU+A)a!i8@xsQ0&22`A!*k11wrar#ccce{CX}0O))U%iO`i{4`<$Z7dx@-5- z^`_q)ijU_+6yw49Q`sRkM-Cz;agEk%g zW)|f$8Sc@uQ)|lHW(4l$mM1A(_CqN!Emc%{cJr$dxm+A`b5qvp^S&kLJS!BJN1hkp zE0(2(q)^n?R)+a?HnrBaOwcReDr`4gK$h3c$$xQwaR48lscNEkn_R%uzH245@Vfij zwm-YqccS;!(`)S?b}g*%^+wcAZQfo^?e@-Mr=f#O51Y zv%|v+*Eg=LTsP~;h=Bv2dZ>Y%hTa52Nm)8tCiKsk~Ha>sC=PHfE6naFY7y!XtHaRpFlpqX z;m>P}_G2UeaWzSpIW#6`Ca1bKJ1~^s)L0N^cBsCS)CIOtId4jyB~HD&-WLZZN=&xd z*EG1LfO=4i@jOncm!2=#<8*hd~Yrb;YDbnGb!C$m#JRj`=4mF@}u<+dJp`%rIP(5Ih~7`MBb zS98nS++IKA0&PA*5g(}5AAEexxo^`EX+ONLl$!d^xu|~jRDSiQt5V%o1*)|4Og%8N zf?aX;Gt9Du&A#-uWl^xrU``?Q zR=K4auBlqB0@SL=yp+sZ(Au6p%yeZ;pE6}ZSPp@unklsBdf8i=}aQVpO1xO#z5hD^mlDYtZI2xhtalLiw9d&(n6 zF$j7)pA?+Tr;E0W{>u>#$nr&4_6C2gzjb zR*geVTGG=y0f3YXIBZXq6eq_!&-c{E`b;fYnHOhgC*)9c?o{wJyv8dv(m$huu9->I zO~nGgrYR<+!DL??p)EMwXJGo~wZ$1SHts_S>2yu+toNNAR5I#onY#OMsr|#Y`jh*! z?cB@G^a0B9cQh#C+SV%_gYItS)WOq(QkfBLgW}N)xsxNd@+Mp{6aU05N=HB#eOzg2 z%`gt`E!~eZ7mST%7yK#B6{V#wKVEDe*>7&l^albe4)nZgK{91!`F>ryiZSf7!;y5Tbao9pqzh@UBpn5} z5Ogo-y>dVf@l-y!IyKQxR%ga8i5b@%3diMArL%ibgODgQY*&G(_h& zs3K?v_f5w>j5sN@a%*NDIMzrVN}5@=$wZS5ad0(Iq*0;NjSwL7o0D8)Byvzx(_wVv zp@7`4G%^t{%gs=Z9j6!?eTGDo%Clob0#cn02wWaF1z|%*m7mg^nOn}l1h`Is7qy&l zpa~N%QsYP)Gt33)aLGy4d?5${TXF%1FJc)+c+7K!TjVhjy>ZH06w;k|%Z zQzS|eDR(-h;na*m_z0-65M>evt1tCjTx#fYOg!vvU^H&2?3TX_I z75XQ(Ajz=BO)psYDiOO7B9TUt0S_B=h;IuHBteTHApwobBanB$e@i<3|8;k-%Z(k! z9l#$hpHt;3JGK>FR(s>}0+1kao9m|m_d3C_6^~^G*Pvj`CZBl7T(@lY0 zz?EAv6e|lSXn$2ALZ)D5PZe+4@6}9}-ECbGh9Zw z?NVbOF9#f$)TY5>Iv>(QPyga9+&4|D6sK?3l}&aUoSvbO{KKZ!)8?S=OQ}cYD5<5( zj#&!PY+W!Z(k11N%Irmml@xrb6?F^2gHvlAG+-O#OTBWbT8y)moML(&Q!1I7IJN{4 z`Q_8y1h?$sOJ{#9? zrPCLjL#;hZ@5n9bOj4(&>Lb!#N>+35a~d3>LjjhyZPK7AAs5cT@mq8XP$NI4kUE7~ z5>)AbO_upFtO!Y8^`*hu0{K1om1y zA6;weU~a0EAR~c(-3Uky;80($7?Uy@b`LifR^@C7QBtAhQ1R$% z%n~cW56k~$SNT;5XpqpZ9AwAkx}pgZX=X-nlP*u&t+AMId#USqG$g+>E?ps{=}8C1 zqB2q+$K1&)ee05E(eAg9N04w%nulAOSN^14vHCNqr`n2&3k3fj?*{QTQxL z3&qZAr|Lia<%4!??2gN!Sl%clwdp&|=e0;+!&9{2KzfNSV_B%V91UX|hp22S4|3{< z)yOo39vDBnHqt;E>D_3pT{&0tV5zWtgk{r4Rq7*Ri-;fZ6t;8fi)$UyTsj}_F{9sR z1c~MBsG!9mr2|x%Y-wX6BFJVw)l%iac=BLfj?VbQ*Kf;(e_?gb7h6?21SMU#S|OJj3c@16MulX1iivVB;TOOEop@Mm9Z@OeT^s`a=_!x@>(9z$f#ix0 zZodL6soipU}|dNm59B>m)4A z{s*tWd8x=!sZ~yeD7giL9|G=2eJj1 z4Vz7hB8}`EhqMmn=5>Rl&}{e1-~Pr;me8YPS>TvFg>Z{sL)Dbr1n(#pB&PO^(kv&8 zNSNd*`M|ozjY$1ElQhk_OpF?DATl1!op3OX38fo0<@F_$D&j>n43TQMvZG*!&~i(e zw^h*HHZnk?E+`xI2_k7E92C)WUO)smUZ8g@lcMDhWYdJel*y8h?S2MNyBOMkSUIbk60z&K1$GZtJlbzxR zm6Q%zrFl21RRSquU}kL)2*waU_gg7VP%jj5X@s`ZbR#hOYmQBj8Q>D+*aIHx zdokMg*EtaFU;g#Ww+VriOX}Hqf1`z$+`Zk065V%hvLGf7CW?VM&OKf*&r(J`s(MSG zd6aw<^}}C&euPU^%&tS#)x;eqiUq-9fUjTfcf82nPOpCaufMzdd$4O$S@#z`S1LPs zom6BxSr|II+G%L#rgQrEzj5vpc<>^)02n+sv>u|LUTWSi%#bDOEF0VIxRhUTzFCeP z(k5DzX3jN0VV!gsJ;6iCKhpS5+Jz!QyW2L^rHoPh$jAtuJ1|LoAk!TPx3q2?&ME4fWxP}do(m6^||#E|09B%!^}o4o2_eYvK`+s#==FB&g!P4Qf!c?(*}l4aspY5L`EtXN2XmS}9KW(yHH|mQ z)+jGVQaF_3*>VXC^CXJ_;pB$!>efyE16>$}U7z&gCMTJIo0>|?UTHT;mII7QGqgu*sy&iA24 zBAXaBVx6E1Cbfj?Q>Sp#Qp;fjr1+Pna3C0g*w`e}k+K8JwP|?~tL9Xt+=o$Bx@HksH9-rm|d8qY3P zYn6V>i`6;o&(0^=Wu+!Pk-&84<(o#YckH#%cwEm`tL5tI{w9wmFwy}#sYg|}-K&@9 zN>lb@v(8oms`J(TdUfH!NnITuS4L99F`3b>^>MFv@bwoj-fZo(!F;w{ zEjc1fK>GXntgcOeT-EFQCrOiYYu?*__4TW_+dBtEB z-ENgNf~e}Y4tCz|G+G(xY<2T+Rd*YWR;yu%s&!pdk zmcxOX)K(T+k9yEwm4RpLr$6NqqMNJ;hwE6|dDmzhRMu73w(_k&Q_zEtsHuGKRG_!*=;99kb!2G_fLQRczxDwZol5zZuT;Nr_=6K z`O_-23$n4x#pMzWE99D-h3LJ*MzgisU|o>z@qWn?dKKIq&tSN^)9t}9a1412E#8Y| zM$LM*JR2W(8l(cJ`fFvX)%EIZ)NVBoJ18|-Ufw<2ta z7NTLjtgN-WwO`fe%gfcJUypnH`>p1l-1b10ul=#APGk6 zN!@R5?>1W|UaS_r9l<-^19|=rcKqKTL&EHQab7b$U;NwezuFlufp~kpnxG}_@`0M! z`RdM>OPw=^?Zf8&esiyxVB&JMID?2fynQ^LA=}j|PAlk+_I7sm4%!UT5sT0O<8C%k|5R{RXWY zR`Cd$^y`^OCJ$qh;At`$6B82|l2TTBIH?yYUS3=-tHuE_o6OE|4OwH|XWk6mt2nq} zjM>Hg{pGUmz5e4Lzj^s)x0)_sKC0#7dRBP`*pubeBIu)z?qxRIrQT_5Z8hX6J2-xN z@%Z8W(jV*2)~nd#@nR_!lYLD|b1Y6+eR^^K^xaS2JzdSly@P@de%dke5RRh zSk?LM0`1t9c8FGW4jNv?ewECXFD|f9&~|Xp>eTb~!-wzQKS2E(Xgrp{Xw^F0(clT-)^;s^E-!Qu^m_I1*nhqTSu6} z0z!EMberieU(BZn>!}ruQ4jmAgH~Jcl-WiAX%7uITg*4O4s)bG6hq7};09|15Rdi- z!+yKn>&0`?o(}0#EWN%1`s$)^+u0ILt9G;5W^P8q_Ri~f2G3`fC+dnqt%e3$7<7Jj z=ZKQoyl%JJ{S3Mx_LTE5pVfnQ50bir@wi`!6DCvN0eFnooI*M2#r6HeEv+>7-Tv0= zolYg@lJf%cxN7h3HQKzu`Fx=e@&;3p%6v$ufiw)Wn>_{z?b5N&n; z#7JFE`fciAz!Y(Vgf$+LbbkBd+jp(uOy;cYj9W=dMujYoE!`O0p;rT(Y z2Za;=Z9`UB&;FZlUTwF!<7u>iJ&zVi>ed0Uab3L|{0s(F$TA)a)D2*JVp#i`kK1bt z4b8@XS+1N*cQYNdi#^FAjpQvN(K*;6U(Cei-Q(l^^%B304FDXl&X-F;xZ&!tFM6GW zW``J*t(u!VdBe$Aec0}9la}a>Z9IJZc)y&Chdou#NS~>#2zzFT!*_4q?f2s6n&#?i zDUV}8nFv>0-mI^Y#oYaFztd_Q;WeMEdjjtsgtKYJvl`49E#5h7ynFRVqJ}OTuu7T9 z(lVu)7b;zz?v_Cr_hb&LplCdHz;(ZO#K^yTv(wx^>cext(!RQt+PY9<^H8To>8gK7Rb}haZ3V_;7c{lAH`$J6o^b?)TXn z76&!`{&tHSQYN~^_)Cr@AM6xHbCjIxZ6B5nB5gI@1i!PhBfAVoi)dqVC#ld^SHLSs z;I_cjoKmjD(NP)jjDeU>@oVv&8{6+1hg^)a#p>pEeKk)et&Z}F0vy+;lQQu}WZ0Y` zam=-uWPg&lEM`owNiEVPOi$5t9E84vb4=7x%T`~PTXk^Q61^l2xw-Zr^?B50Oc&(( zc76Bs@jaD#+|OZh`^-!`H4qa4qk)c(Ss>Uyq&tb%4eN7dh@w)G0iT>NSGV`~*Q@Ec zz5VT1ubQ$1tGnAp0?r|5OWHQu92`cvN^H;ZG}$rZD#S{S&}z*t3KK~Iw}xlyr^g!$vEt*C36N4tJY~->my@d3KG%*sh9$ZB;X=?$1HjFO8hpn9G@9K`v9B=?Hv8I@cXdWKI+*T8upLJClNAfvcMTC zhOtOL(G_0v6!;jNj7qL9y@2EyTY6;NW8Pwj`N{0T0W1)D)~F>s2p>S+knq z*RvR#6lS^o?x&wV-tf2>%{WIfML|puC#Y^WwUWJg+c@eA?YJY0D{7b;?XlLZ|A+5C zX76}0tJ}M|fc)M5F)LUM#%M&tOYC zK)Tgon^{}e|>8CJt;98<1x*tn;Y z66Xret$>tHB=1cvg)qmzjg{LS4hX_l^d^Ja%ALJw!)@?xo|1V`>3Rvg->-GH+}hn=NtW#r^) ze*ai*nC&WmwevivC>mwUs~A`@&wjHoheED<5$|ZwOU{ncsi!k;!eW*^;{ISr-lY+; zaA{Gjf!RzU#7(xrs+jt~J{(pd&IyONKd6EOTCHH~OucrJLrf!5 zG+y+WPeQhs_C+ayIXM|K5GifX9F9d-M6CwJnU?R&Pa24!O^yib4;)IfvOnf$9-Q2CCmJ?BO9ZV9R!=jHX zZ&4osFGe!HNZ~W&Tr6e*7C}%xvI^u-MLZmI#D&S+W0=d1Wuqef2iE@$&8CuHolVJ-e@qQ2)?_mldSS4jRWJ!J< zbxKnBly_#x7$)GugwU}-88*%*x(;ISlrT1#`H=@lQ0M!k*)8TIt}b&+X(!Z9Wdn(2 zTx32Y3qfp&eF%8wo#YtK3=BjRrCxnmCo{SEWJqg7p#X`v3TP(7FhwiT zOVlcC@~i@Q_6N~8wXEzeE+r*6i)aglyYvn?@^T?&$ZHSEdyIO-JF6**A*i;9kQg5G z?TO!_gwcl%rV0Adw0SydP6{+mGDS~PAQKrNju=~gSF$NOGa@$277(sStMDiZ4lw!P zK0H}i@EHu_A_IEn0YD(V=TYC=Vcmdcc8fgCh%pA9F>2ObIA5F}!frlgG^#3Z6FL~D zNsADB3bR^`w-JQ8S!{6e85yDF28{4o*6rC(13!;nXhmx?waX2&Zi4nO5g<1XM$BjV zy{x3XQY0$)Diegz(aQN3mqeCPJu=2t$TP)66y}ODKaWoom%c=3$s6N}pa&|#QJ|Ir z3d04jffLO5jD$e-27WkvMzN<(o~5TuUxeEf86mn5@5kbxTIPv_il+%vL^jGeZd16$ z$IxLj8Y$`o^W?*l1oD`nPa?Om=)&?)5!TNb%G!dh!jEN$ zPd{5{xHr5O1my`MlwE7z$#Y$ePUgq=K!|4-WWfDXBHn<4)gelDeX&YhMFj|OR%u+bUcx5#O z#tdNwk8SMA2I8`;&p0isd6wz&JWW&3xWQt_$N>Oqpv>!;%}dz{6~*{`tDbY`t;TRga7^y{%wzg literal 0 HcmV?d00001 diff --git a/figures/frequency_spectrum_audacity_style.png b/figures/frequency_spectrum_audacity_style.png new file mode 100644 index 0000000000000000000000000000000000000000..4deb1d83798f82b68525abf70faacd6b9e0ca49b GIT binary patch literal 182350 zcmeFZcTiN@w>8=x6AA)m0YMZLRB}`@1{9E-vw-9r8YH8Vl%zfTrP)vK@S{qef$cV)XS zd$K6hQ34d|pa;Pb_@pRXj|=|CV|!oOR?b4-)?V9M4<(^(YiVj>YiguJZKr2#V`O2@ z&cw>X#Kk~uXlrX}!^6yMw*Lzz3u^=Bj7-lOILk51hblHG)cI4$e+LX=+htJ)P$d95|(sH9x@o;+ETXb?JZ^J-E5vNj|n`AwVAD$a5WF-WnZyr zxy@C>LIl_Q`|=??rg(Jk4GKkV{gCvZ{kK*ghc55GA${=wf3-UstlvY`%-=NWXRNQ( z32wES#l*U8_3BYYHYICTIF>er1qJ=!ifz(o*U0I0zJC4s z7-B!kP77`>y%mq5x&0`qZhVPp74nFUXiSG&d{C$_7nMbfu-l7^9#1T&eLU=~aI>&Wn^V+Fdos?O%KCcQd@TjK{(6e?8JX$z zjl~uP4Gl9Mv$_CE)jXa19yHJCDjb)s%eptb#8yc3ol(b5NuhP;Qc4w*}(J(O1O?20!C%X$X?Aq`y!sp%Dn~H{mSTvI!X3#G3 zejCS$%5pct89lQV;5Jto}d|!O3ZdazE<+2}R)Ly|C3YS}w3TWE>ny#e0oXqV*##1{?qGzdaF^Fh5#%^Xk?6FyZXcE&W!Tvt@G} z);}LoI!))H*H_l?IX&_BeVt$RvJf@J3ToL8qQhWk`(ZcxOKl9I9mc~Qe|$;Yv=7KDGe=!LqPocTv<`{naZDM=7Y{j1+zA&}YgSV|_ih8;k@l)ky zU;25RqjPd|rKR|ngC%)qIEsuqL|`x-Nnx7lDh2wboieJb=}MXo_YI=ap?w&O9Avvp z7qoQyGFML8nIAT8PZTxR;~ucQ+q%4ljoq04`BnDJDq8VoL#T;WYQtj!uIu?d*V8l!!V-ux| zPLz!1NrM|O9{L~g}smkD4gc9{@b`M-ZOxA z_Exk_^KIkq=_$-XycvEDVL?o-OSHptud1fw2zWI9{%D8RuM~^tD949X)V6lC=3;++@Ys>hF zynya3HHui5-{Ds4Gng_73U2c#HJ9^R&UyXL0J$6*_Aonx;~IsAZ>GviOG|5)d$fip zxy0F;Z%fH9S`8WABo^bt8TQH_63{qMpk4FVs)G$s_>ys zKi@nUNEV#`begKirirtsq)E`Mk0U29T&37FT#X;{5l4Q0{zi6&K*1=F#Sq`97lrvR ztkl+8PZhajN{4O*ASGKf-{Pa#-*bRc`oY1$PyN|nkA_4=O?PZ8Z)-Tue@5e%3OAag zc_oHBsONiE+R?lp)t z`#CY;#DApH@Iph|gG)2$t^2;`Ngo zf-fFAOnC0;pc2GQ+pBXP@IRm9gy)$$H&=#pa5&?fMG43SHC`v=tgWpR&^#B3D;DZ+ zuGL)HlJ2>x?DF~ZXY9`)@j|nHu0V8fNXXRhev2OFs*UzPA|9gp`pHL#FHUw-CexX8 zXSS72#AEDih7o8mbYi=}s%N=6b8EtK=+?-D8{=L>W~JA9{Lvy7rii z$2iTlg=x7?p<}p*p56`Q|NU;N@Tz#IVe5Ng0Ss{zpF=+6x$(TSYAkg(FEW))v&9Z| zys?~03Uf3Q25hyMf_>U`R!Kc>rXS-JWiiuN;FE;3>S!Qe`_ z!}1lgRE@?P!?8dfH0rfnSM@a9Hka$`>x~N$INHQ(ZMVZ@UdmT)Qav0%&MAiAU9NVG zdVREH$~CE&i}~nv95QV%1v6IIj;YRq7J-Z&O(#YMd`@a=>+trLeZ}_HdU8iYef?7Z z@RlOXuXRFf?;A*|?3l&REJPK6Ajykv5ESOIoR}fUjJiC!qa;+*ip7>A)u@ESC{*q_ zU4%PR8;;ic%az&9@JY@MlorG|jFaV{FW#~g3JL}Y^<~07gmBAWSXfxX=Tvn!6~MAW z66<5^?Exe`LCGTz>(?E_?^O77UMFk{$!(fXM-KCE{TXE%lj58A_&wb_dQLo$il4*z zk0p}z0V>7B#S1tbtTvZ>%FtoP1--T(51&u9pBuWtz|dLkNvI$#EzQl(%q&IoAON9o z13?!0#$^j-fY+TE3j{D#0d;J{Q}Xj==gJoYw$_KYvBAvBxk7H+>%$Uwe!vUPr@tN- zne{7r6H~V5RBfeCPn(801n~b>9<;1E5y7S>rlBGt;-%jdkt7H^i)qnyv56b%Wy{9lQ5r)*IsG(wKSL_M{EW5g{T4bCg&QyAj-*E{E z?{f^w->nmzmT_GOr&#)U^im1K`Nnx9b3it(#5&qde;di)Kz0jkcx>?UR7V}Y@{N3t z=VJg=^w#Qxco0x8a@(-5XJ3Fc1I^=vbcK-daP|j!dU{NY8>5%DU(4H6U^f;Tx*&5y zE+1x`;&fPef+S_!K&g#TUZzSxZC2)1>B$p-6)6U>F5O9)8fA77{7%J8m49@?7B0DM z$ZP|)4&Wx+61)+51G(4)$h~TXV^PBrgqb*y-0m#Q5V?Hj?c28zs;%ZQbL#~p-*#Zu zKiOu0zIM?B@}25*++@|QB?2UA$|^_WyU`PUfJB7=xEK>#T|l|cDmS;~$+o-EJZM<} zCE(pzaBdvz2=pq^o5VUQr$|rL2C)Jc6wo9p?M#Kd;CO< zlO({0rAqSFgk%=)TzQACI?PA0no7+gP+Mw!oKFby(+#*? z`z=@dMMJq=Sw(inr#CbYu#AfkoI_bRKSOFDLrxi<15+wuZf-uv2UsNnf@Ba!!DaeR z++}QRELlTU?9G&pEo@`+McbLaE@g~)bb~Yeuol8?V0`oY3zC6ulVV1$$fkEZXyZY? zuCA`+ewXoZ18kRlw~7JCx!~X@kD_k1Wi>o18#H%@u&#wfKOP+FKbg}68wUL&jg|)D3wHO;fBZAhH+gP{&q8crA_ug z6|jvfD^=TrW--Dqj*#{C_A)J+_2z$`>`Z&BR?cfTZ5hsdrmlg7D7I`ct3~a65_82; zQ2!bsAt8Q?OYPc44L`f7_Rrr645S8~5uliIK6dO_?aHv57Ppp|*efG@-va%n1*}xL z!`f8JAkGO8zk=!XS0<5IN8EMH0`Mua48<(AEQ1g32h10TZCdz6^z@P%oI%f)Y8UjX zkK?;C!g^-oUFKm=mS$~3p3aJl2@5lDBm($V>R798`#cHqaE@!3weI4mwIsQh_695u zmj(vb5As$m@I1fra=yUzJWkE-i)Q@ds2`J~1WFyW(~Z6H0CUPd+EH zQ^}Dy%}8{|wXa!4gR_HWMdpJ%m{kO&{mIyCvkoik=){WzTugJCEv-v({{G<^nz7E9 zQ91WRlBWTveKjR>(2JcQ8oIx9JJ>-K;KstV6yYGLMc#|V645*g2agc7_7$19XtqES z8&DNQC~UHZv?~mejVNKZNW~-`D4w(i*4FAeez>Y?Yay(v0;Ga))pF=x%maNOUKDItUjMb=YWctvLhC6uXI`eC*X4? zMYE6^jaT2F`B6@w@?rT@{Emk6KR)xU4A=~g4;Pt)b?0c!$#z#b*@NWYwlO*23=|#7 z`%HS^bucm3ADjoJhz;o~rV36Bpyb8nH!#^m)@7=-TYhP3;vB4{R zCDs)ywOkBo1#)o~kKJ@C>=ubw0S)HzU(XS}$p7oZK`bQZuU82fY2;tP#B z)U%~zCGfSSHWN7Rs#X8~1(=F9_7=VbImz3fQa(hS!|{jmfzUeNPPuK*~B{<|DNY*$y>s}XG-g)K&+zis`=^ZVsJ_@d2H4VLY399 zwnl@)CoJT}WkJ{4wu{o0hCq59%UnG!f zM$xX3wXP)O?Af!W<(iewrTu)OqM}%k&g2>fciqNK4Q%Y}uorAPY#ctnI%~ezBN(<>6`O z>6w|qKZhdn0Z^E-+@4zjA{fJD)i*VD1ziDpsNC1b5jEg zwwhfrv2g-(cOA;_q-pyq-vlnwkd+DdVXmiNS2*%VKWL!#(XzLS%SYOaHB<9-mz02c z@Jo^`mrmz+9g|4Y=d1J5eWD3z)x4+j`SX9kU}67`Uaz0FNkdMO|YsOHd$VbGfml-!IfGm8+yn>VNz6lc4Vl+Y4B7$%Vv^w3W1<<>G3wDTki*HhuTHQZ%T~{oZB9j$QuL>C+&wn!bK*Q_^xtLX0lp z1xy|0)a|H!v`eo5M}&1`K|AG*Hkn%6zQU6w|*9Nu?|Vz;MuQ zdy{FK%4JEWW3esPT%^WI^T-X@5+nkD-b*olZ90Ti=eQu?T%zXN{q-$fMrLMXVb}pJ z)kGx)g|x)PPf3|-81s*Z!PI~JMt|4me&|2U$5nQqr_#k~(5~N1ASc09{A7X0H*neb znVi0VI1tf+6FC#my8-j1t`rvO+TnfO2hjs6J)*}=%oZSEi_@&_LTG_y%RTjEvYwp04W85ND zuqbf(vM}f~Ov|ybHQjE{wWpr1nEQ1KdIy>h6l~6k`;IAVcVA&vt>xtf{4E041KR@; zyav#lGgq~(34Ss6y61dCbOsN4Yr4v-geLDzB-fAS>V zK>p(FBpmo|#(ff2E`w$EJpkD1^*H-}GPAAUn5t6Rt>c7*oO<d!0z-4aNXs!O1Q(8nc4;S0|%GDnOZA!u9+b& z`uO5#S%`vy!W8H<_L-q9)(4d6V4xof;JX%Nn@+VSnXi8jmXmCIefjQ2c2y-}p23NB zuvj9#*tkm!G^mX@X}46R15mu-lA?g%#JS4#=B!NJx&ZXVW5l9@?RJxfCczvLkU;Hh zM?BASVTbz6T}?a}o`x5(ETbRQ3Kg34G-n;|1zjQ`;y38^zF4N zP$1nuKKtV9!MjC+o;2CoSmoK?SkxHj7N3PwVFad@z}1u&rJ+G}!3%`#z$DKRq6?2B2oST_ylT@9vpUfj-eDN6PeQjbYhTp?t2eG_ z&L#QeE+QnrcvP>~Z+tfr%6B5^arTamMK)L1xhTY^Z*Ol`A1@mX;B`)KnclPqeYRG} z0Q9Ob&Q}J(3=dd%9Kem`b#|h=pe5zO{F-7T_P*N?#tbQNnHiH8!BqP56ehAA?0#mq zRo{kp;t;RMEUTY-I}`<((_9ZBS7f{MzHc+D~DLEMz zZ9jw*9xVE@H0cp_#_@7~G9l1-;pbO#R&uX6B=N&aFDg&GAQ71CW=k1q8jvoe%FNF0 z7TjKyingpihFE?@wo|elkfWF)(-q6(krwsln4XFl0T*l~P?Oxx zq((@}vW4g<3(iu`tByBRFEZ_wMHqSisyvhjpn6iBgpQLhU_=OyxQdlk9`M7dJcTDf zw?V7E2b#kCo%WHrdA89N0n!tv{gJ{Dh_u0R!2cd~%_{JN`XC=CEZgHczcS|C=<=KU z_RGc`i4?R|RB-T5#bN;CFhx&Tj26M|a`F70w~%(fW_`9$Q3=m3Ul5xas^~Y{s;<7X z2?V_x>^X|8{T+g5TOyg z_Sxe3=9_EFJgYz7qK6zNra;YSn&<^bMP+8GVbV)Vz7=LC1n`KtZ7s$wgVkLYyuH*R zg&QoxFjXwcLY;t7y`*(w_I^^tC*7LJnzXbup7rU1<+9;TNzi1-`ET5~;hb*q^UE7@ zzNfk34FN#-2W>kfklF;|JA$&6fQaI;oqP=f9cR6`h=f^7-ce(i3v$Q=;?`;4VkA5W zM9??^wz!m8f3X74ZpCc%G(_+MGh9;Ef@F&*`lcBEep|=I@g`0v6ukbdB`y6Pyr&0< z34&B54jeo(3CcnVVl^ZzETt<$DbkMQ8whE{rx(bX2z1*>7;;(Bh<3!KAwIP0pOK@O zPd0b%Jl~oRbSnu)T$?qR00m`bWu?%Fh;$f}9FTiyVC7w4_k;uo8*XoH_T}sOs)^UF z-9eYH{hq-qa)FSCg4ZK3u@zu!SG%HKoH%{=SqZp+1E;Qlr`v|q83197S7ry-V4J+q zl;X(iHN}ocn5dsBL@XL$^N&s^zv+fF2eMS^yynw5@H}LcH09+J8Mjd|m)^pNAnj~5!WP{HJ7&8kj`i(9d4InR57qoZDr@N{6% zSewp9P(Ops^AN3uz!RCWE_L!@c1(yTY1|-La{HfVfc3*O zQ`oVDEIODG?I3iDz*vpNv5RMRoA+N0Q@>KfQV8mLrnjIjWld6W({{%oQ^6W_TtjA> z9I=Id&)kG+)6btzV8`77)WpITaY-M31T#BG<#PeT#dT}d01S_W*=IpvnvSC2TUe`Y z4LQwq?bJD_I*}u~5+0Dm>ZkxUZ@`1~@|GI%RUV=&QO+DzKknTP>aT)JRN=@FQ=Ss) zX=PFkuAuL|puFp!kmq*d?D_K)72t~4mL?|Bjsh}U-MobSHX4##t%d7iqzK*=2tpfF z$uJ8D^mK*C#F#JPx^BKVi-8h?noA{B4O}AjcY^kXT9cfLaV2$x-1Ll=TaMfbY|w=I zkY?C2a0geRb@`yS`1^#qKr)k;!3OLw+hT9NRg>a~c+6IAg@$cc-YYi+n9&C)f%<>* z`gQAMKD&Nns#|3_~Fi{Wdo zf)im@5nad?E7(8$%>fOxsKW)Rlj(vt#e_y6gm{vVtN(~r6uMi*96e}NM=8K)^1HGE zLHco(@~3%Hv7-7DNhxNCT6XTEqlhV=%J|x92eu6x(tJsnB>uSp5lN`%Wy3$T2O8H`^Ojj#eDt>pqnfE zt+v5dV|Y~ygP=@7+(R(BZLYTfJO4FO1AIIioB!aFi##~wNr))1*@P)>wQyTks~Uy; zQ2=^sLeaHDf_t^FyqD7+AdZRg12cB=3jbmwyC%LA@M8(2$ahYFX3)P-ubW!h-B#smkK0G_v1wdB>EDj*E3n)P< zfSw5?5!cV$;NX~j%N0f>Mpv1=MUi3K9fTXgdPQOL-r?+JCVZJRu!czY1h`LBZW~qz z^wwRp@k2~yFtpQvW#bT&<(IeMBsewQNC_XZZO43OwI29EuzIn{QnA^f*i*HtTybFD zA)^Oun?eX@QIBQ@QY1mFbc(E&X|Gvi?Er)MXy+k?sb(nUbOU?kMC0T)!BcL9D`@uU z8367h3LK5=6h%mbdD#pXs8ET1j71M18rB{ zTXv|>Yd9BM_RcR@z-4XH`;x0Pq$KrvC|)NbCOu@+jGJX!Yk1^>EduM0+`vpngSJkG zgT)>_k_QhL5h}QNUnZoilY{gWsHmu{0R!9!NYmziC)-ri*|U*2T4C1TudQB&TJlQA{ZF~pe3XDBJfLc9q1=hj$f;adqn6Y~q66_qkkCDRUR~Ng`;RU-uvkdO zgY^g`$Knyr-+%|+c!hS54j@kXv;Kt>B5_Ek)_36VtmfR2bx=}(rR|Gw|M6jAtO3d0 zVfg^FcVI>{@1I;vR?5*7laN4PS1U9;IVykov6r?XT!m>gcMy6#*1*(f^gHguxZ~9$ z1(IN3h-y2jtoM@ZpO0fBXP}`8%F2_O1B&%U5c5?aX~?+5cbTt$_i!>VwXgGNBM4o!0ZC8#R1zxlv8vGJajHxEzP0$ z&kz{QH7vp5;b|~j;iRM_rVf`WoN5pN2pywVW%(=`f^G>)`kow$aFv^{k=%|VJ&Szb z!CFI$*eH&m;I3ReNve_jC_MhUT(UCd5z^B`j(Env4lwq!5l<_{5&p&`G64!!;-rQj zP-2viF_JitvIc~=GUag;b?x#@ztUSesbU@?_`cx{wO=l1YJNyLxPD9y*i30q$`C=C zxIlwv5uZR#LJk_62SSe^!*A)y6i zOK(Y8f$We&eFK>?q!|XGcCxavg~nYsko|a5F|!q#C7z()!4bPJ!)im}3&K#+i9(J6 ztbshC5y52^fly+k5d?e=EU3OrVx$DK`;xfGNI;VaE+`}zIc@DY0FV@5!zGUdNB!8r zfW4NbQXqmQ?m1VpO$b~+k-)^_z_fz5rr@q^dbmc$R6<^{gxQYsn)$8qL5xf zkuOjbyDEw_p-e6HEdaRPXSlZii%*wMd7R95+jbRg2e>rgsVL^-4t9bh&@yxe8nh*3a z^6$P;Q5QvJ!F+5>5G+kFY~U4}bB%xO@xS49D>vlaQV3JTRYlyY+Q3T|X!_lYz@I*M3wO5s?gu{zcC7y0H`D>U zXaMi3Kd}&H+=ahb-hEEG`z^s~x>aF-3eWw9SM58=97|6x4h-;mDi-wzz}|F*Z6R7_-3@I=cZ#DnsF zn=p)0SQeQn?){mfe{%_9R%X|%-<_HNu9KMb&hO)8|J(h*5&zC3y!r2@`2X-%1gD{^ z76Cf@z1jaid_g$<{}=B2e>x0zmfqJ2Mrfe)DD(X&)6TCd>BAwLYG8l6!JB^r9p3ye zJ8`$O_uBpmE`t&Ge-{t#r0K)1EUzIuSLVuJ+A=DRA~s091IuJ7{O^7UuExC&ty=fw zTwAQ;4XNPdy>}8~wq!?tzyMGluW7zqCb&tW^!OH80}R&V=-w8k_8>YO_O0M>JM(o2 zyi5Nvtkz#75ahS_gPh=Srz}6;R3twSSughu{9-&D{|C@&j)0 z*MGprb+L8_Fhb9nIC0$Dcp|RExyOjtP z93{y5T~IW4Q8fp8UJru&APL`lM1_LL?t`{`q#*#h45mEKYZBP}+&vre=dn9g(asBB z5&Z?FNBb#Y+p-{DC^YoJB>?6a4#_?F*y(GXA>1b2j}T)Ln)I@vuhI=VQb&j=ch7WE z|FjEmQ};!fgmZ%KTsW_7ey2b zLLe;q3a|es#S#D_>kb7)@gSs!v}3Ah3=;DH!Z6a1*?a-aT~rp-kwgjxdX0nR)zzov zT;Mov#^EyioB+YCr%+xxM2c`QXRtyI5uBhF`AK(c1FQ7b()M}7@VslR_nZdG{pq;n zEohUw5Q-gT621jGz-+j3Fh>s&m|%B$UB9w>yBrFF=FCMrkXTUMR$TpwnDMI+Qn%u!8<#wf|tWKZFPTg)baO3Nm1i z&`yD46qJbchd>;?rA3rGqT(CakOw&6JH(eq`m2#}=<-@i2> z^((>`+`(eG35^Cx4E+2WV7Ub)BDHbG4(Pl`CIxBGgu$ecvFlHIoR(~br(DvIMlvuL zd>&5kpUTIAmf+xPh>}+8x=U{5*CeAZ^gZ7H7A45C^N0a_K1j`Dgzcsdbu0JqERPItFqS!Tv7ILpBZIQhn2PJAO{+|5JF3|aG>}V$OXH~8Y z1RV&N_YQhZyZLJ&XU$aYO=x9qCr(-?RQu5IRiG$BCI9vQNTp5^3S|CT%;PsHL?Zq`Au#FuZ3 z%`_Jv$l?BaKeBJn>;jCC$KDOVp#ED<8Xv5EVTTAsQ14B@5W$(GvuX8YeI7&4^p4(9 zy#%M`hLit$6ZDK}#17H6tgz*)pY2VGbYK$>h5OnU z1+xqDc5MIt?p;qA+~L&!@tH?kLxzolbM7}B3!E9Ze-G7$x^_v&NzSNJ!b5UG`vE4z z@70Bbmj~J2UV=CO!MWkxzc~7yO0A+Q`UqtJM0WE2UjP1)`Di_ZMwRe$cwp7zz}|W2 ztEvH0WYS9dc4`0R2YUg0gXW|nT`QLpm)hv!Q@I!=Ds|w7D1p7(a(92LBcbv7wqVuI z>Bg7e`(U_y`>S*BS$n4J&SF~aqaLZgSHV121YS`6(zAzfru{uk<(cl=b|Ti4Kt=*S z{Dbs>u zC*~nABlhWg>$4xm$gjA!HY&I#gtsldQfVFA$#>X+=ezo`IGk+d*^>^1vd(n2;X* zir;-E$qi76et`7kBAzc0O+55$R{)m;!zpK^#ycaQt#Z9~mstCtxzuc*&?eBp7AI|b zNV>LD14-g%s@IG0_g7Oh|dJo`nc$(uHDLWWP1?%%r4b0M*m)2h4`bRgj;- zm5`QYxUok_?eMVLE=&C0%wjlq&S!8{LD8F9RP1K44P;Qn7D8$lf>Xu)=5pX5Yt+wS z@k|A~Nj}7hhDt3o-L!u> z1ow|jzmS}%s^WYge#*7=d&HB#N zPVQd+hi?U2?ofolpzMVo$fl1cgvA6#+`i1QioEpM`A?j0k?avVy7P`_c)#kuyYF?j@8vRaeC5k zvuM**9$&isOoVL5OAfCYk=D_%92Vw#S$1gT%Nv>^mvy_UP~_nXHH7p-fenW| zCIj_vN>iVm`$V1WIa5dNcdbM5{8UoVjUrrU`g}OReKo`EDUYvTzaqL*s{vGmL)33z z_;_Tkp<@K8lR;hat62;vCC99k!b16=PAH7W{^-S`GmIQyTH#p_WXHwg;A}#ce})dD ze2(02dPOTL5^}QB;H``+?cK>n%i8IQDE93yc7=r)qOW$gvz;nUsz=-?vPNYnyNbot z0z0C~BsQ&vOJBXKvV5PI|x0Sgr~$1kH067c$UU+xiI$k@}_v*~H9 zM0XoVLe-G$>2ng)$}cD{Ar66YcV;*g+~O|Z^?DlZ2G!o6#NGmf4CFCVRe1I;ltCpP zn%ucmAxR)F=P>N8t{uxO{?xHMg2>iIns13}TA^lQ3(pO6VjH1ajfg&I9W|Q%mWLjL zsDx&job-&0#k$3z&a&m}AFBigx085X*bkO!zb8^hT-;puIR15?TO ze+C^UqM7vm2kI`45gDWVFV-k80Vm5!>grZXgT~W_BI3OK@jF5&s(M73BjO5XjZvON9Pokqy0QrDpmklofvqW1nDw@W|LN= zE)Os%i!^+zLgleJ7g;XqEBVFxMoW=uof$4RSE0@3O8vQ?3(FLwm8Ak&tgG||mqU89 zjE<{lkjEtAqFg>lkcLJ;t^{H*Nk`+e#f5kX@X#@$gxt{X#Rye0{q)=T{U(^RNz6hYAgd7aG->9E4rOxqM}0cGH$VxYTn#^R3F`Y7Om7O@>~VSj4HNntei8SV9FSV) z#p(-XTFKuIu3+TV8ExVeUABw%bSVBdRwGcr_6*=!dN0S4E{+Rq7C4f;%WRV4Qlk|6 zbbF=}E!_KVEv-wL@&(Ho9j=$>>*}Cv`6uu%A@y-k3r)&MtxwY!p3Ub8_EG!2mj1dY zTt>`3Z0k5z-qYMfo_lXDid2)r9PJ4|YOfIQ_lHOP=-j#k%F{{j=`zxsk+{TYEOg6C zTwA(9>70@mJ zlbf!;iLl@AVA$YSUhIyJ`sZXXvEngNLbg9Y{m&~-ZXNdK7!70xos{t~`gGa&oc|X` zK2bvSdC(~DMfWJ74wZk>m7Lu6zH>HhpN#B{msXBu5d)%sFxcnj)PMTK-ki&ZP*vR{ z)jl@Q60_pjdh|}oX&Y<*9EBC|vEDnN^@(0)LoUxDlY6@VoQIrnVt4V}Thk~B0w_9A z@%I#r6u$Ln7qA|`Cas~FB{dhFkyT)?3UdF$(Z45&lVfI8mXX%hxQMb;HquW6uiHwy z&X1COv00ISwY5dj`ybS=zl>Yxi(VM7ZNmpC`6wAvG`$aZq2^(fxO|v`cu;+M^tlJ{ z%fEVAXtEQpXHh$QDk(<{!*mWM!0wkEt-{DBec>z#L+jb=a2MzH?&5nGgnU*L1BQnv z_EttTR&Vk=7LSp0R(o$WAqJa;O&sVXF!kJ0o(51*LV7lL-*ue;p2W+!)< zAnYMskeFBo4OSrbzJWm2S1X?9cpQ6>T~>x@^3O{|QiOMM7=@mZ-h9Z|Dp>UmLKTG) z{JWn$&WhIj(HBqs>UW!_GiX-GD)<_KMDRq2cOunI>%hEDHnzSijAG2PYw5O|L5k

H`HtjLjy`BkA~jukqS{_<*#yt^=8AS z9jzS#?OrY1_itSheEOA-C;eiame$3er}8m+CeuDsxhi;@%(gX}>(rr@B3VB&$BPHC?pr4fPTxF0i7SDn^J_ zfhS6p-$C~q4%4o?vhlts{49_1sme_y-)=RZ;8)eho1DkbV-_X^hV+FwP$;dx9*al7 zrImyNE`#d@jdA`eXGeUGTGgHNezDmFc3y|@qLvC-F_r{+th)vY6%@!nTyPYg^@xA* z*_ByNMSg0r-0Aq0TTIle!uP&-y`)&ec!op#qkhTlh1;iMxNya)TLF3=UBw#R%y0au zpjOrD{^EL#+)8RtVHG`*E`PV0hGO_#$ujmO{IBXMOPps&sVnnJXOfnO3!gA`M97%+ z)1wNa zcHGoRk4ATaO!98OwX?+uWs~`5-`~=VJS=JdOs^wsC6Y(v9rwGg2>!_+ln?KY6$9Mh zRYIT4;`SG=-v=VR=)aE0f7>Md^y}20#HvP_oW*2Az~ql!XF1ES_CJ?sb;aZ;%h{hf ztn@OR{x+s{$-&r6U7x$qW=k`$fy^tej43=`ka+V>m!7s^2oY+pgny5$hQ)C80LRH8 z?3CZNp;NBoi;*_+x0jmgAN5Ad;(|KAA0&LX*3;4GA4f^o#6nc1nq~eqEqKxLR?)h% zrnS*S-G8n$*F-+HcMX|cTXYWeB_qDuVSmo(_s}VYGb~iBsC(qQT*K!IJnk^qU)7bk zKA}P>_T@GH&=uVWnjvi6diS1a#0>Qu?V<9+dGzECODefqyMDn%+79z&HPWv*Y+0AZ zQ95kd>mL7uP;*H9xnDA$ z&_T7q*<$H9oWQ$~F8^BgySDar&&ooWQ|Ff(gGx2`p|$AVfn8K5P0~p+saExRc;ufG z_v6dHTWVY{*LYE#rx5p)zS`8SuCEA88S1~5ix9`lk3?!SP4=}C9^vtY@jlss>e7$X zH_eZnkGb`{OPR3RkktQVsD4N~HnR^g#e@#+M!7rv59=49_l`!mEBKP!d&2KgoJjWCs~P$YtG1Q09)}7L_`&%~v=N5SaSc znT`L_N75}8G%b05hVp3*%Z71M$G0d?1<4BA8Qb2QKYm_wjY^Xk@LabYdaZDBob!{H zbn$zWTi3ovrMPwHvJ1-8w_IoC42a=BqIy=qQnda2(R$OQ+x05*BVu7&A?JQhr?BA$`EyDUp)Jm)aSiy` ziK`|}amUTpjU($ka=I9=HFayrQeuyi;|i3%DJW8Il)O~z|2nn>(fy}>CtFlZl*$=AL&m7Zn-!S! z?3U2hKLLzccK)m;a-qYl2S%hrCBSHmKe>w;?)J;G;yqQOL%D~w=@ZW>nDk6*T+TV~ zzMW3-Gsl#v=lPe~9~m!>ic>__u@DWSznQ1V^DJ?uk$4I}&cL@uff!J)y| za|>7o??jLjdnJ{78HS|?EK0UC*7LPpS>%tsNN-PXmG?+JHR~ZevwGp9=A}r#g#qiT zac&cd^RH^~hPNiQQ8zC7W9r$Xyprb_+NUe7rqibqI7V;13Ke%^dBy%}87DDJKNcpR zaaZ`vV{z}QZ!5{Kn1e!lm7{xE zQd~dr1!ni_`=bre^aQfEDAYpqLvY?_uq7wth4nfn=@$Hr%9dwhPF00oZ>Cpts3iGH z$WF_F5|tgw{veQ$A(l=adkjU&wSNcCjgmh%EtQ;WrW(f$KM9EQ@(8LPUcOOYww`RU z9H<>D9%Q#&*pj11f!7JXOW661&BnX9xo<>qt2MVJuyB0r#6i@_zmlC);bIqYR%D?} zX_>VG_m9h8@Bf($JLqrE`tpOvx|!j9*T;}GU5YaFAAO!D*)|nEG*VMy;d9Qu0wba1 zAH(eAX|nR^k{MI#I(6bkQAm&cHY>|W!4XTGfaz@zNaw(ssn-M6hQhwIR^0GP_)}QdStc^DDY=4NXJY!0j z4Wr;~!RJsd-3t&mk6+i&z&~?3*u`e@DJAa?tZvysnaj(34CO5QTJ|xTK>K`lq;6jO zuhmh#pkR5&cUO*opm|Vq*K73Qjokdnhc_#OtA7n$2&kq~Jn2p_ z_Ebl?<5rul!%btg8%n$t7M=-xarSkM?LTTnJJN&FMeye5oSz0IUX?5MN=rUh4}ksp>r_9;rj4^H-gIVQ8do`!o# z!0Fdf1)hJz4=3hGD(T3^uLVrPQzq-@X61Ai?=6?-8b~iwvprnG`qs|h=g;rj?od=Z z7r;nhi@D$x*DJ-WsN$|Wb+yx6k>=}k`i~ofiyHaOG4?_xv;5re(T8y_{8zCliDIH= zZ?9lAsbv-QgT;fU&)Qur8sR(Y{_t-#r>*|S#XG`c&otLK>yk_@NVAU6Ip?WWRhG-7 z^>0f>OU|B=rabF;mfUsFv`9*<75if4dK?+$D0Mey*0oTk!RKoZCrmOA$I{*AwO(4E zH~B|Zktc|HN#Q+-=pkJb^N@v=v5fVpL7GZ)5LF!W;ydp8W8>~o-#e4(l&(T8U}g=xo(&u?ypYjw^|f2Eqp_*E1swD5xU za=R|+T0eQ?@t7cUnXme52DZl*RHdEx;y1%zEa3hx!rnS6%I*#S#h|4`KqN&#X{4nk zq@=q=nxPwp0Rss|P*NJDyE{e!;ia3AmX4ue7#Qm8dEf6jzw^gg>$sMGsB5Y7JbU)O z?|Wa@=Xyd$?hu+?bzl?hp~6-nS$VfAd|) zr@~I6;m*^;6Hu*mFeyjidKynXb&C<qRIaz=iT_b7wa6- zM)X&*I5@HYHDj`~?$hbhPa)w%Iz%O;im^41;k|pd8wU426T07Tt|+W})zVaPRHfpT zX?nL&Os*4=Y7Ngxn7F(=y+w>|U=|6V;N+RNV1`YKzf+Z$5-5sA2)>nW>JXIqKc(4Y zUs%0bzQuWZ2K*rP4U&L;Vx&UxRlpyMNB!V z^M38fr>ct=uS@hkLGfJiJWH64)ukO5moH_3w{MZZ8UAa{h{F>0FMke)d>zcB5iz{O zqiBSP_?{+5?%VSGuZX-pA%QsX)r$YkQS@YGO>Fp^e6BDVe*9`;V?4B(X%BMfvXm(2 zlGgH+WpnUd{7os??|W?5X?Lr{>sRzR>LvGY=O<6Hii0Zr-v4HA+MFxPI{^i}P)J?b z^-$pD=2zR#29@O%2d<|VX03+Fw)1X(+^$|%YtUm7q%ZsY-r|0!c%-z%n`Z48NO$D! z_I%*nZ||b@#)OO4d58Y=$C@`=C`1)u-*JD7H|%(0h{D)1E81OpiZ-sLQcD%N6_E zKyFdn&Dq+?+ri&HrtTbN`w&LE$E!uGqvq2b?ifHNyoZX7y1T$taxLv_BNLAK6R4Ua zUIeMLhPvh&XwK&>YakztqQX>mK*=~JI&Dxcf=Rc0{3C5vK0p2#0T=@Cz6_%y-=OG@o20@N}r zf2;?K7mPCp((vo1m=~o7=$iyon8n7M+-nQx1RjI`9cunG-*Zxr_F;?mAp>9UO`wk{ z0;wm>2}ICUtGAG}S&dsFh@Iaj&> zZIJqM?%h-zS{{Yv)IIkiEPpn>wIddufZ%dwM29tbn$$5quTDG?mVBh z`PCxTwv$?8Id;>Wi&fu$gIB~%RZyj-i%Y3hx0Jc@XB80K3jg;Uz6`glap}~)H=V+H z-94?6TEku~hm@Hc-)N~NTd{ZRo2(#i8$P$DX;d${BVU}SB}!hzTk5MW>oFA_ctb?o zNua;!FLy~)|1A|t8itbd^XAsys;0EEIsJ>A1np2D|9@~ z7MD;d-QgqW?M&2SMDZOWK^~FS#f^&-s_p)aioK*X z&exYpvXDyt2ixl2hrX0o;BSr1=?z;RPv*8!{FIg4{HgYtgh_e8SKUNYAgaxyh^Mtq#m@c`9-HTo+P`o(rd}>IV`QH#vy{YmqAw%6cM&Zh z!Zdw!J22{fBcozb>WV|1)e>H@e1vMV-QMUQ<8$HNh2jU9v^R)X1nM9sykm#GKUB;6 zO3xkAc`p&=fvD>?;#Z|OZ!rH`YJV==-wpp#e~B|mv=VmK)UV1jZTVnd9FjR36UOzo z#b%*C+p0xWsz$-^%BxYe`sM-+!Fva>N|u5}=${hXD1Gyd)r9j*=HnzwM1`1ysN8_# zp{!!g%I?W*)r^yd(m*gF3V{K)Brx}NXBSK$)PXBn8;ln|53OVanM_9J)mObV3vLz8 zlALB590F==L;VKtZVDnu@dxh1H+h3Kbmbk2iwOnQ$iEXNh zFD>oFp?+4~G6?^xo!ob}C!aFPZks5QaXUh}!v>H2NX0gk(O05kcIaq!75J|3CfhuJOpMY`0=%52;FVbUS)ZPJbF&`gt9-qebhqVOh_ z%vnKEp&Nk}n4Jmn&De6`^~w*=C#?C(RT2&N-#_FYHOvRQJx=EbQ1fUR7~}z_1`>#p zdjVxrQSpPg-);%kF9t}1`T#CnLOSvrV8)KG&i5cdm5)VodwO|IRN1NlU9u*Yi?-W# z?h154v))rRH9}a&WQt5k8-S}~U4I(@)iMcG%|*Z&@WNjWyqCv=9h#<(3)a@c9Es_0 zB3RVs&9Xn7_ib66drokI(f{Beu;+Q`+n9{%D^wuYreXU#r_kvg*lQ^(|;VxtAv!3D#pg%x7Q%{j5-i))Z?0a77u z*(AkyjKRCXR4VTxjYVY|F8r7k_4|~A2q(fTk(FRsJp%xg!0gF%;NVF>)ib0_Ui|!C*Upmboed9pUB@u%* z6W0eWjM$voWF?d260jU1x6H1lHSuFiZKVBe;+ zcfMqgTAj5%JPliHxq%bmN})~;oYi_*BsV~zu6m1`XOIH7@W1K~0Q2PlFj^`qVHqu~ zC){x?&k@+~vG~w`EfBzstOtmzk7xtaxyoB~fI~G`0}vmR4gt`agh|>AFtsPo_u%E= z=YlN;#0|@_2Q4pPhVCMq2lmA&tksB}e(kQsJ7cAnP-_HZ}aOYa& zL$b$u!9YZI_N#=q*ws5@y*w=sMw{Dop#a$>{2taiTEJwTb^00Y!0$^ttur@!{c5&V6@G_@UI!f$K|hw*scF>m>t& zP5zYv@k8d0aIWg(%}KerLx$xzPa!;~*Mb&< zFED192kDoX@xE@bl(+DU8~G~G+b9+FWj^}gx~uhJ)a}87XMFK+aUz@^yHt8qx*S`O1pjU~H%Vj~%0Y_E6N-GwR{TzmCQcJ#_W!N;f3lYwc1TD3g%z3O-A3P$$nNfERI&{YCWX!}g^ zZr^S(yrlySo4P$z_P^wEYw(>kM*F)vbUc&_T4ZH7MZKB$e(LOE_rZXPvmAPv#N>2W zAiS3a5ohp+m%La32rcK?f}rplzOt(%GR$(WdHW3ZfD|`_>H7X5 zrhZK?tVJUxWhorc3!bvF5VpIMP`j=&uOufYV^L4$y;un+7MYK(Q>IvbHnp%#>kCh?^C`(BQwDT(}Dh`t0;IPrd zR?rHr7G)_(qHf-_rhbTp7j=mOm*!e?O>3A$(?$1Gc9puoBni{h`;DfVdX)BZ`FID@ zTbBz3Q%WdwWNG)}YSYxsD-wM({Uf@;#C!e>>gM{!?|0Y5KiFGRB{f`SL?kAdK0nmt=7L=Jm?#O;W6V<11_qkhe0;ro zCpZ5Isv{+oc9TD1Tx(U(uPqYSQL4V*$jdOfltZoKnS1X?m}i|Up{j#rb>`is=G_@g zCIjjWN_zQ4y9h2^^-|I50}^RR<%)FtQ(9e`-ct$D=4&exzE;~<3ckWSYAu$m%v=3Y zs;}N!d(QD4;*R+7(JmbQ9C_My1r^_uteiN%vtQ$^ctkWc(+GETO7f~HKO>DB9`RX7 zT1_kzs@5~t*jXBrvYuJg&QfK_^?=>Ep&$d`QJtOpvq>M7-|?qJ(Ld7xWEC_d836hm z0kN0Ymd4Ee?VXM<9gD*N7a$CPTv$X77Ep#|d;vNISEx3S#VJ=wkk%J17TV#ce`Z3| zvX8x+?ywuDHa(qnG;`NWd7QnhXzOumYK=Sn8M4!8nWkM5t9sqkgE~9>+wBvIW@&fq z$q-oGW+l8wOj;(BGuSGDX`L-b^9-+Z5g+%paE-5unzxhF;s{A;Co_A4H4n-pELsEz zH@{4#1L_)JZD49&8Yi#+Dx;*N^jV60yv1~V8jj7!z;f6zfQ(-R1dE6P-DZ-EEsp;I z3I_B2|KETDpUw7gW}u)~<}N+^xWesGDEc$e(NT3kGI}!NMXOo#;+egc-cwG%L?=U<=WUw=5wwZ01fy+?o=*)u+4^$?+Acpjef+Q>(RJ@P=3r98 zi~8KxHIbgvBf!Pq$Tg%6Qmkn2J5YJL-PMSBr4pQt^jKq@qR#H+AGl;&dEC&y&Mh?F zsA~`I{RszJ>V*UZ2I3-BR#lYhx*1K$c=dLRZ9=dF6at>V>hxwfMBr}}WTE>$8 zfpop`PQ*3TEIIO?4|u)8FlCvMSo+ehz}OGHU|HM8Mm=G+mwr}u9^6spX`3XbmtdC5 zEB`=-eXwK5twzO}646aAdrS5^$A*wcrFGKt)C3hriE(3-1dnC=QZ& z4gV!Z{1pM)RA^`ig{f#J4zrD6>HU@qm!aab9a|v+X_nHjq~)<;n!=kH&aunc~J8r@NwFXdl<812yjGl|#%&|~>7Fs7+a3wA7v&9Mkp%)jAG#Ao6x@co_ z00R*F@vuJ2a2X&DAAZuk$ot}R(>1vJ|G+$CmB>}dSvm^LIYDKQCV4|}sjRkGo_@S% ze-AQaI5TUqrts;*a?-|*aDd7F_T8AH&cCiPEzIRN5;JDlD`h00aCYt??cLqkH$_5s z~yJaSp^mTc4~qj&qCMd!7^vd0#0fGJ}DKI1@8sa&H6q*wb=7o*liak2?VX=w6#10Y-qYv z9CFvX(7^h*_YJpUm;cXAZud_Xkm~x#$(9xxuNZ5t&=+EB!rvWKZp-xmj&8xlWAO^89o^=2OH=VuQe@E95K!k z=@1{Ij?}QFk#)t7tVo|tVjOms$#>WmEj9;G!lrVA0PNQ%1iJP5D9vk78#rhZ5)-N0 zaA3#4Qvm^g1{l#37iUM<=4599ZiywLNuRAyf(~05uz`F`%l;>m$Kr@VZ#VGmsXWMO zz;bS|%{TzkwZAI`>QB40=#i+U5hCDD0gil zB9zOOQ7$?<&;=nfdLGkTVa2%j{xEme1Z@oj}lnBMBK*Isg(7TwFigtYW$y+-TPEHy&KdWdMt zY|{)24yD?&TQZ+AElMP0{(PS$VkEdpE(4xTML~fwmMQdaR>(X+DPhklzQQev_yVCI-poa}r@EH!l697T!;7yEAQF2Un^&?zv1H?u6(d2TR#h z20P3*v5l9vai7QwG~M>ei=Ww6>voeEY2Ye{hsq zY*Q{i3Nw1*3OSN2-cv0~$Ii2myruFcZjv&3^y)JfUyO^GbW}@7AMxHV+7zh-&A3c! z^W;&G$JN=FN|6qv_xU3Jt##M_5t19@OzX{}%-UYR56P8vgNB^10#m2a4#gSr7v~y8 zS(~4Xuw;`rM%suD2g(Z%0%ifg9f1sIQg2+%w4p;5$!DKQ#Og`vtf6m_J@qAVZh*Zo zKl>^G%{31>T^BHy@(nOIZk!uV84^`uZvU&O&G>|MJHeO1C|Gu4b**&df?|m5SiyM) zCU(7>7NTY96%z$}09RtW$aCf!m+EL6K8CJsbR~%xF+_iQH-2*mAZwWQ3+dTJd^`v6lGI1wF?P!!UERsL2{;}pQrGbeJ?FC~7qBl?OjZlYzMT;e$ zz3gL4)_{nCg(=(cj4VdNYWxx(=K@T}y{x%PJFh##^Cx9V`qZjbYu$cHqZmdIFbg=s zq=W7I{Z|ayee9s-1Q&#*_>gAH%kv*EQ6}|T=dRCqR(L9XhZeX@f2g;HXWknPw2rKo zYQmIGfRn=(b2W0KX=wre+2|$3#LB$#JP?6a<1i|gbC)>>u{We?sEzg2id4(Jk9M^+ zmdub0=@1PJ@X653RJ1$l)EVXZR@RdGPBt9bH=nrUVPf$?UN@WF0>6oj4|X={H6r0?-%Z?~~K9T7#Yg5V>Mt-6oSl$s6)ZqQ!ab7FYlzw+>K^y&NH35=4wwGBf(e`rWhexAp zadFvo*885S=b;R>C(!$prP7*kjU#XQ%Rz=z?Qo4OKPR`QL#~)HBF=QoYv@dM=Tz?CHX4!qvZ&}rTm%a`~vDT&)IQ{u>vZpY1(Gh3frLMp}68g%0=a^&eq z3(>2s$k?}FzO%K3v`1EIxB48>8IBLk?EA&#XKFVZ3zyyl>gfRUdaL_^mw9e_8y#`W zm4WXKVyU-9_oDm9s3#W2o$Pn~W4@mcIPukU!$9U2)hiNu{8{vQZ zNO45$RV-N4MUXkj+HjXVMHJo@=O05YbbWU3cih5UX+G>Gk(mZjgO;qn=%vxv3xbbCWdM`HQ!Ho7%cXq z=ZU0N!39yii0#;CQw5<0tCJ;^C31nwvldm%HL*u_$*R)4zCD?krpjX;s3nR>6|Gd< zkIca&m0|CIF8gfYNyIB_<}Znt0+|XG)N~su=J*L2cL$1iNrIy~v?A;9^MSi*jBeZR zrb-q5o}-TquWK1X3*j@J+KVgF zezWlhl|h(aiEM}|)lFGR;w*cAu)*Z*DAQzD&ZXcL@J+j_cE>G6y&jl1Wl`y!@>szu z%SZMR(xfq~h?jcBqCYw&Q^iZHHTptmw~&{E0nPFzmfHd{+Qd3UTdhRD+T7&U15XlD zDjQiURV3_ohv9}RVKo}zrhkQTnPe#aWBKxDy^wO_f6^#Z@Za2gwkQ23zC10xGC8Zn z=V!QU(Lg71-Fe5Ze4wO4h}7)?U3G=Q?%=S+tsBgV|GEnter_(us4(Y^&u6b6M>qH| zm5kZ(@rcr`xw=FOXO;%AxljQ<_NqeGgOPFJV#V*4Hy-hMQZqk4`b+#c( zeVyD?zT_X^dXDX^4%*)}%mpMp#}k_mqj_6Cj?Q&Y6qPgA%4!a25(i3U&Y!o^Pt3?4Xmv9XkEf=Q5vX?T|!7Q%-60@A)ii?9Is<9gZXG27aPL5&Xdo3 z65AuntD9yelV|pgfX(8#uni`&dlWElM7_7piR1O(ooPXHk|IsE!@D~gTMIYA(6vNlu+VhpHOC4@GJ>RgRfUbT$z+cwBoO@k| z=sW5Y=4;dw^hL1tJ(xkkTN+hG)33ghy0|lh?;cQ$`3zQU_8KKETJ;PYpY`Ci!e(BM zDdfro2XEPzj{&uk+$h!YH@`X#@WszU5`IppW*%PY|D}&#E0wfcd8>BmRiow69$#Ib zBbgh`7gPe~&u^ESB5yYVI+~KxHZ7f1y+gi2&X)%~9Gej0_U_=GQ5QrI5;^|wC?7F`82V+@aW_xDs^!l zduI=Vv9+gtC7;#g`0`O&Ww(VDdY%XJM6``#PnoaXCn5QuhZki zuunj070LsrpZ9Fm^6WCRo>V}+>9+ff~40)luCQ&==M|0xDn zpR0b_Ps$~J>tEIOJM^x1%YPCO4svVj-n_Bn#}u*_w)O4B`N31-p*8?_!M2G97X<(?@{)6+0uIp z6Wzc+-sLLnpL`9uYY0T{$m90lwhhqDYyF7J{~UcKPgikY%*9%xRyWYoF%c2)02-2D z6CcW*A#=4%v-4?rH(@za@MDJ2*+FS-9%1|V??UnAI>8m7(HKbGkh_P|uV8bh9Yj?D zBW&{}9bnA^^R5rbTyy|Y9-O?q1^~k(ARvH^e!$*PU|E=;&+Lk3C|+4vQ4R&hxTUl) z zs9_eW1`XaEh~H@f1O#j_2ODd{8YhU7@&+lMPN(~e*ep(LhA0vXxdx#>rG&t1)%m#z zFZ6}??9W?r52;P)g*i}uepyKrOi8Ax7DdZ5qGaxDBnGrYNs?qU7U%N^C)7l1b3W@N z)iunuFC9(Ai;;!qFcWra=~Pf1I6yPb8a&)C&JkZqvVBFxis%EakLw>6RzH2}!{f3d zboMk?52$n_l%GUcTWjs@KL zB_n~aIYe#CkAsd*TR-FSmcyj>BzL-x6E+{z_t*L;XLWPVI@LdXaQ8F5+RpUm!$>+# z6q&J*vsVrqI~#C;7~NxZciUO#AhfQn3VbiLrY~kwUeG9V89R9@j7WXY=A8>JkYR~z z1c(yjY>-ih1y8$q&ttR90NZvL1Pwj{qhp*1zZaKJ3Et+hTa-W6lW8G*K3wMkTXkPbrQ;Dz0X<44 z>>6_(td-9on(jQ*GTCb5-xfD-&?}V$72E{hmE-xx_x^S#5D&hp~by35g zzBh-U`+B%klEf7C!F3iV#9dX%!kULbiakk^hq|kI`yeRTziGZX9@@JZ_8NYst;Ai^ z$yu;3^>xkV8Y`9XgF;+a=tz%f2Tqij=h!i?fvF*Qz|GeJ)$*$8q*Q!k?2y>PxNPh2 zXKW$$nl=Y@@9zX1sHFv&XyC<%aC*=+lSgOggI^3E^!{+-Wsh( zj9<12WSey`S(NeU*4=JlgyJAF7fWwhq^DvaL)=~klI4=#2_28$2HjR~Ifw3iYkqwE z>(pxCF`f6^^|>;BA`^jeI-xr19i6@F8E@-Ba*L6eN1W+lvhFR}mMZS&{vh!Pq)cMN z_OMr2QiGz7qpa9p0c>p(fXF|({}3!ALsWC>cie|5AEy=Y?7eLor5uL;VJNs*38Knv zuIndQ%cDZ@FTk#6?~WZ#9~AYUj{PpMy3hISo>`Lb!QbI9`DwU!i1OCQuxhx~-Nwpq zB5X{X&p684AF6N;5@@=qW@yZ~4#?G$)~jg=(cfzjct){%ZEdw;U1+}>PKTPC zzgrrdx)|oJ(C}bb;*LC(wz#hgziPFr@aFeSRuw#&S2*l)r?o>e*r1WNvo$&__a6)0 z#-^`=xga)#D}gmPKOX`D4Y67h&|U*XL?Hmw|0#0E;sy$LUdJzJIjE8@Xg##Lr}%*W zBPf4AH`x@4*C-#inavGU4m0)nOH1VqsZ9FtF$I7Srb$?xibS4Eso{pHx!qnhQ-){B>PfvV!8pTQM)k2F&=59T?_ct188U4l4 zzH1XTr*%ot;Ng6O=efFm{lo)*8b@q?Be{)0ZlYVMCY?Y&)@-e~xzk-U(R>YgC@AEZwtw#jK>HeQdq(oRA-Sqs!( zC-zSj`y?k!3;3x0B$VS?=n5PA0`wGiJnc|AD_~ipGJK}5t+klQe5|Cel90FS&h(f^ zYca?^ZMZE!i;HjISaN=8$fE1Rk--j?OHLz65zNVWUo@GHF0PhCyg0X}Bob8;SdnuO zs#bIQaP^?WSHJ7GB$Z8<{T$n`RJN_G0C#yNhx%RsSD<@uPsqGcC}So zFfIPQushkIt5l@eOiitT%ba4A$oyYuB{m%Z?4Q_B1}x~@*jSjR41~aKf&t)&y67Ah zMrlIJ4!#tEgL#PNJ2+gp-^QQXY$>)ST95U4L%Qjdhct1QV zQFM&OtY<^4<)7JS6`vA$PIgQvNWTW{Kbj_UqhHHkmNQ5WXm9H8v)`*LuRAjfvGvG( zL6ZK1x0Dh!H3>guu&gP#6boGYppW6G)iWHJ{VwP#(J`HcV>CE=+o}}A#2SKN)-tRW z9%r0C`XaNe0w>gRApP{C9D0|$TJ=3-r=n+wmwNducAftY&i08}C`t;0OttT>g$B*tmX@i-0ZAGY`KDLfB17+Jk{tU(CY`SEJA9@K z#%`Kw;)IKo{*jC{UjQt-|$zhP5$`Ghw{Q4>@Y$j(L`eBgqtab!V_T)Wp(v&Y#z9#xk=0IJqD3w@>b$NP zTZIGjdXLN~!?EJhrk4mCmkxZben#a&?xMm4=N7(V$qHuO1*viWPqoS!P%7L-CP;-Z z)WA;9VYlt>Sb)gIx03g4zHpN~p?hUBLy&o6%1WP!^}Yc9tB-}8```O)ZkJUxjBb%% zyjJu>RHkFzio$aOcAcJO+|v_B{c!;kFuecK3$t!?EE6;PGHmV+F3B#pEnclrlK#G2s1MIa>j^pd2QBYB*jD>tzbK7{Fv;albHIZ4&{mc) z4-5bFeRCt2{r)+;<`k7sW%y#RmN)StjLwv&o6c=PAgh;%%X{+>TBZ357n5;muGW50YrNf-2d7kk)6|BG7bQML|K~ zwv9b`Rp%3m1mH39I{M+dol#BqMq-^NqrF7CUgi52b4mJcsid|y5gK{++$fWv8uy;= zIWOPk`s$g3)R5A?%x>j7F&3AczAcSh<>oI!kY6bUsIR@n16X)P}-}<5O?Li>&N&F~{Ni37@&72d9^zS##U zd>!D1=Cj0Z!>!B9OWOem2s}Ck!8$Q9K`W220Z>vTtSl@nqgrmq{&1y)h~`=ei|d&g zoOqNu_gJqgjsAL=#`fs#=#7jQ^(b0gu(>l_WtJ&E#GGKbgZajFW&mvy;_N#_W zwTeBnS9a2pd$(gO>ds!iA8pPZ9+Vc(idULDo@GxvOcy;EuD7UhdA4f9RKDq1?hNrW z;_#80wOSA-<&=osg_3kp^V*5=?(Zk4itLiLU5iVf_x*M-p4AC{Z)Rgn1!XBBFS||P z*06|ohm>>)WKTXLl|FqH1hUGzz-8m7!NDcbdk6mX;3(_>_mL5RDTfE76x|1aownS; zbj5!KNOOp@E=mdt?FnrODFw`R1gGqN(S5vWT~h&CQi=K#+twt~`}dx~SK87E9`Cna zr@t+qt(**_)?p;Pze&#_`T0%bT{rO=0~m+sMiSJaXqhyc`o7=r%fDKeyyr@4NCFfa zF}%mFw-fJ!E-hy>K9POX^xGuu1dd%fDJPUrel(M4g`ezM`RDFBb2f?hB3;&BK6mvk zpzU_~X&gw28gi7tNbP)+d_U5h!O6% zHm*{e`7eHO6-tkYh$#A!7EMl+`1$+CuZ-`9mwok!g&!&3tSA!HaW|>f>~Nc#3}3G| zr7Qk4Baz8UYahX9F-G$9RAoBE5=~7?m+wWlvy9VXtv*Kl?&CYRq#P}NJ@Xesuln2ThAgS zC@3g!2?PlWV+mKqQxW5Xgy;`X;lKS~=6hGvDGNR4I7&*k^NK++6J&Z+*r~ZK`UD|k zUDE=U<94C)J8SRiA2B@Itg1G?A)G3jI7ZfRx_Kj|c>d3x52bUqpHrKyhv?wNxlY<; zc(sp=uCv-bF0XCY>ut7stY1TahT{1pHD(D%DX_kset|U4{n5K6G7miqX?2y$cniCA z#z*vO;Rnn=Q0-)|nmpP0^7W)lC1but^>8$Mlj|xalGxzU#`Irv4p){#GQ`c$B6-qh zw?RUxpljQiU5O=}5s&~oz_?{(ax$!}j8}n$;$^Y`Eu_bH{&DbhT-8nD3jOJTc#=ZqP`7&HtukD~SZXzjVvUxv7~w#9A0|Z0BW3+q zWGUv38qWP4#^0eG*q1!2d_RGhr-Di1GGau=0JR97pS#UGP3ySR>Adnf0XzL7{Blfb z$QlR7!gzYohw>$z(?E!Sckh-rq{aMk5UO{|fkEVo#JswMA=9@~N?}E_44T|I5$FspGc`p(kKG&mGcgy&KoAbbqJkhBJdXHq8PD|G^TjuTOVuR8C zlK5|=L$A*IOI{QsO>S0X%Yfng$;@{ev+BDwT&wktM^OU}`{!opcaR!90;CDo%#cuGF@jSHV! zhlKP2>9{b$wpG+`p`b9pyJY8QD+2yu?{bs-aftLong5?{RnOKz-*)gCpvFab+FXM@3E7 z8r$Hl;CXmH)BDo1oH(&rtCXa) z;k8Oct?wkX6$Hn)Jo}~1r>43tB7rumcN>wWG1YCw%NCgT*(LTr->pBI|3oFmQCI4q zmQ(=SoECK->*Mi9O^eb)9-l2dTF8u~@w)?^yEE3?BezFrXvZ%^fZ$eGVZ1Nd`)Z_2LH4}CHjuqCE)3)N{l{87!= zO=T~mZGfYOb2_?bxFl-Wk`laAYPz=gKB+CE^`Epo7u(24<(n)%{I32^w=|lLf$kH@ z7e6~MSDsW2yK?i%M3Ehcp@n5Gu1IsL+DwujBq92R@2M{hlU?FN^2&Qc#?H%EqEs&} zL`)ha#n`~fe-=~H2ZdcnoMnAavThK!wGEeGYma<#|2{MJ0Pp>7hb>$5Hm9cJuFzc>_ZjE;zldhKEmV*j4h=>v9<8iBpt4UpqNkfAXLWeR1;ePWQ)h>sHT*yH$d@cdb&p295&keHuig41J^jHkQ5*cwS_F zYqE;}#w+FOD{FDvZO<6^Rm7R~Qc;X#=ymf;LV}YWy?5^E*}E}rMq8VH4N_vX5(Wg> z2YdfKy@X;a?dLOoAa2eTZWpGP?|Ek%hZPBbdl)L)5VPtx@L==)2n@FO>dH+U{yfjO zEW`a~t0_uw;C;~AgGfV*;kXFZZk&f;Pu3>Ap`PjdW$!A&yTaQwSqE9BCHGHExj)b4 zUcvKC5tsFN@#5KlvW&30zZ-6CsA9;}eyXXWl|9c6EgexU~rb@?Cr!99`t*XZfs zv9T=%jizoRR}ojuaUGCOTvWZv-50q|-KP^7V?@@Fr}8r*@^AgjQnrVruTpT2n&+gC zr9WPG2*$Xk+?fx?&YPw@zU;`F(aO)nYSXk-3g_;6_E_?b)X|CmT)eE&Mbht+p}6Jj zyV_K*-h2Uz^+`B4vGQH(Cwj&;Y=hsPZ*WUU#0T=&D1Y@U%7Kf28ndNjdtck+a-zX~ z0bf-dvc8h(v#sCnW`Yr1U!u}V5dAid{}9qbnm^ea4UE$Y_9HKS_u5-emvyc`-!k5u z^ig_xKW;3!=EbDPraXoAAUJMMIun-YlG& zr3eycu$&I*jGt&~6IR^IM!bIXbUdaI-9$_Efi`q-3T`K3(AH49GE~jf4YiJ1V86W|L)H4{k8NxG(yKn^#2Tur z*^l^!0h8L?r|*}EeeJTY_dj3O4fH`~EazPNg78k(lI}hZfjYq82z6$bLtH!ZyWm}~ z-c5c=&?5m|+xbN!<1UjZQ!|as(+gu(Bn)Dum|)6&>E<(klAh$T``Il?vg3__U@l|sg*j=>ZrPy(59-v{&bTey`h%0xpHd2EP#|e zC;WRhZ0}tcKJ}6lm5rBB&43uQzBURyr=HgJZE!J8%CdMW_Q~x-v^W)>mb@lA#UUg@DRI|7bQAE$p?<`2cB=hy`T5(&> zGrE;@8}8)#OtzaY3Jxpd)prx6}(Mv3lBhOwtG|OCBOJIDKbLu&VP@ZTy8Um zlHf)6^W3GT`Xq6SZ*Sn;vj=gAU5mHtbtKk33~DW|MEd;MVo{+N9#^|2g;5BRaRI%< z!xzf}b^X)YhwH=~sQ#*)IZQ)(eXC3Gc9Z9j|G|h@;?9r_A0dvRrC@!3qg_tOE`6Zt z&pvyyFt4hy7ZOSbeVURV)%g-EqLa6&;_Y?A)L;bNH}ksr7<68HNVj~HkXv7*>f$Mo(GPXuw+pHGk#mxK@g;MKv3>yg^Ac|U z*GG^*7HoQL5l5h%j{Ot`-NLt1vx*fIIbN}Uerq3v@oM>V=-2+c4Y9jJ45V z{o3ra#ufj8)!XE|D_Q<)|GOXeG8@O>)q~%=^a}Bqa2;wB=WFjBnGj{Ba!$F=R3Ox! zY|(fLuiG-2wf(+zuc9V97xr}FsNqoLA4>vV0-(m07Y_so|_2Zi| z!NcNdvPkz}S*_v_O&JX-KRk_;$sZbi1C*ls z94tq6eFV9^geJGfWXm!oD+7Ka*}t(jyECEV7Px;EqDy~gCI*ik*iukD`;~yR2+H%@ zDzU13jd2+6f8Xqi*moPAivFAW4}`N7sozxWAERLl!4zot$U7Q4i#P8z#s3tp;VL;z zk{kIW``D7l@G{r z#46z!!A_H#nGC&mS(RhYYMUiU=?Ct#f6QSRa=lzedW@)*GS=k@-B5j1{W-JEbM{)_ zc#P3Z=8a{LzpC-k{mAw5OQrH);mbYTQY!_qNhS*1Z(KLp)%aTDMVrC%y+_b{KU8%c zPTp?mw=(g9q|<-qU3Kwa$d9ROrXAiSs~?cIGcgqqxqWBm{+HyoUx6ovHd-8+8%aNaUH!9|$R1cC zCEsLmNxE$&wvSJn3j^@l7~A0V`$*yZsytB2VpQoBf@szLtRU5I-ef&ken;HMTKHs?KRRX2Jq;w-= zc!oDWssG-My4pV8V2leh%U(qwH8?!JhQ&UA5>Lnec8m0*mZG-AQQXZhacg4~qX*CN z`fk`vzK|*W@8osK#{lT<@?ZQ3|HR@(lzGG|C>z$~Y=xF$X z8y)3s5x05I*A}0qTZo@@g{ev4cPW*mk5Ou~rDEpY+9DP*&qG(k343do4p0s2OSBtv zBgie!;*nP+r*%7wJbQjH_srO@)8b}|tM?+FxSMf2HR+$Og&a&n%B_YnqzJ-08m_O- z$M$|NdwBc!Jdb6i5905Z{J&`W%7Cicrt3pWr_vqLoziiX4w3He?(URExF(}sIDDJ?dB4B@z?hanl*9j=UT&@~9W|Fa2m<DNz znfB0V!q4{B^S`??LV+CR>kLMXKO^kZOR?b~^ej8VCwOugsBK!8yGO{;lf#;uX`$X6 ziDQ$7u-z$sS9OjT2~(t2qQ#WaF`d)!kf($FYukQ->Yk}>=kXk3TI#=Ji_r+iO-BH9 zHl+RdboyQh?+0ex`ETi&8jqqlhIIo{M67ntC(Gv!(pKB2R%`=1j<)U+r@QCmAx1%Y zFc`9>;m=AEy9G2bx&Z2Y?C!2@p#^-><6DZN`bLQ}v>p@Lqk%O3YSl_( zGH_VF5q-(@gq5o*w-;H!qOw=KSy7}~xYT;UXfM;`X`&R|al5*9D5=`KkH-(VA zi&Y=Z{Yr4e9q@fH{oo>_t@mS+g?}JD1n4YuMFBaUW2hNaH!$0Z2zXS1S!tc*VMI#y zi`WVRn0bl_89a8bB`(1CDc1#K;mMlGvC(c?A)o35@V7rQZW>q-SIjWdIS!$xQ~P%% zi?-g(_2QklvRw6^Nz)0s_gdNPM^F))qrydtR9jD9meh7w7^Ku9L!VE^kOSYGOz04> zulT;|)q=d48^22H=TSJ9&O;YE!`_cM*VxqTS$f?E<;uzlD(>rf41k7HPvA*$Xmg;z zLuJ%A2j>-*c-C>N;*_?r&HVFQgC}I~gbMQ^4frvD$OgES-n$$*bbK~GK7t=*Q~k5E zNpLm4yd4f%1SlvI6tQHyo8+|h<0@N??>T~P$V++)r(%)x;UO=4zYa|OE=yA!X1S2r zUhl4m%@c(Y$p6*+ffGN04?qiYF)O$-cSmBzNCg z4B>C6(fs*!D3;cq-y)h84WAh`sO(fPWc=BY4RTwNa;ztEdg;iQ+wdt9^U!%cec-#_ z^F5O@8XXiT&#fGb>no~)O=sY2cUoYqEu*h5&DnqyeuU)5)Hccw|9mX=eyhn*P|%mo zmchlw#279&Iuut`@o@PFkVx26n2k~cIlE>25LqIXDLT9;qYC@zP^zag0XcFM3PW0Y z+me@{ZM4&3a>K@71)*rWRySxg;-Y0ggsg0_+bmqQ(WCvvCgK90f2_!P=l#=ndTWB^ z2m0Kr&`VESjgTL)n^nUMck1;)7|@Pl+#|g9#1X-5bs6l-|k@M>_mqMm7S@f<%vUKI+q2ss##}~ zzP?Qh|8h%w`Zl6fVE7iun6w7EQ~33cu4nxH;^*kG7}LO@}TSs2f z!>jI)!cUEW?WEzaDQ$bX1`8bD?BqXMq-G-#dcxV4l1DKg1m_#fbB=~rX7qfMt>dcD z{W^l7#D%R$2VdJ-yj&R|ZS|y2bH{hNpTXdQ3r3Oq_*idP5Gx?a&Yyw+SNt6)6Oenw z)W0D)v{|AE$#|%+wxs<9EwiQiIvMyG@#v_j{ahx2W75q)q+A*FJ@3|)sby}^^4`m6 zvEKv6B>)_L5cNV+f zUP+>>OQJcErysQ?Y5c{SDs%_Evb$3^`8RdxmuxtMj++WQQG@_MV}xmA)5k;frctxs z%W@M-pwf2e{lHxRR>habV^Cm|y+?sp-1&DpTyQ*> z(ykP^Yhyuh2^iKM`4%eyjcb3H&^7rp(DjkvE!W-#VDGm3nJV89fHVZ9rsMJ<7~_7- zt^LOs-y4wR7zKib<*$!Wnw)70zO7qNK4!nn;ZNDfyMfu)tb#>YlE7+olk2!F+<^aOaEK$lud|OKBn`@=0{! zc?%#1x6UzRCTYI~2(h6=Ze~%I9O%Rt3kH34Ra^hzU!+=AO9EaEbkzM%`D4*RGGK_x z(N1@fLQYIy-xmSEGNKXS?@w0gdF&*C*cFa_fZC>e#cl0GiV!$A#mxvBA~@0lBJlGJ zGD(BozF9Hos_vTFd1G29YOz%8eyu)h(qx;@saB%S(`?w)rs5rQqX?WQLJP!Wr+>cP z4MJ94fW!vbC0Mb=@DAoFP|vhnG3=!>z`bjH2oYaxxuI!W26RLIy@JKI7hP|R1z)Su zCAPBGCtLG0SUFr<@$}Qgwv_*csN-<*%#b(@zusB|y6$aP&F%*o$9`&x*s^v`Zf--s z{34adj)b{s8;i(kgw5R2QVfW=F}#}y+RhW7Q#s7g-lm#N&w3IJ1KW~sNs$;y6)=SU z{a({@1{YjmL4HPxeIkznloEJX6Ya-^0_mf%31p4#`E}X zCxzmZQHS!_Vm11ll*7_v4gUwyHO^E>gX_!8Hu%Ala>)07?W70fAGyje`XH-Hw?4Tz zUEhitxzxQMscctL&109P=lsg_$J491Ck9>_fLe~{TcH3^*Q|}(4%K>9n{GqC^WC_` zRWo9{9bX3vBQLmV_7xk^Ob zItaocerq`)!YtoB-H|I|hBUqvlvxyCG$RH~^Odh@%>BSFUz#@(((01V{Aa#)vN#=L z4wp>9L7?C=K6HGX8>u_Vf=#b-seiDAIr7JIm7nLYPx-tYaSCvg&1Fx&Vg`y zpx{RkEA&YFMFK{%&>z?-`X3-;^3=Fpn54N6C#0%@RR>0Sf!yH)$DB_|lUr>Te6UV1 z!7_{8+<(d)r(-MjJf=U(lVY0 znX(#>#gQ(v9A9CoABKIZLxoyU)9%>-$4i}r;!=J90y*C`>+QBMWNyQxgH;A< zE6vj&ZbS6u1}e-LQzyBpY6R>$DXwtrtjQxa7&&5C#BDyKT$;4^^MJwfv`Ojj59$Vb zMTR;YMKB$&2Cft%*&bd3meD{DqYxbL_C-IQ|2sB?woYI)78WG4L7%%%Q^Y#j&rzd+QDvMVMz=DA=9%RJ|oU90_>m z5kRA(qxXG0?E!PTUZ_vECp{+(YcT)|jYJHgT(b^I_~k&sVLvZyv-N7M2k>$UF;Aox z0Di!LhL|clf;c1F;U|}wTI@a=`g29~e*}H#zPv5_&YpUL1`b5x6lKy24adu*4cC3v znHe2B@XsgoC685Hw@H>9%|ssdfbaz3w4?8(#Op#9SDi0_Dw$z9SB{s%(NUQ?2NJt6%}yHc=RnBLY?gtm#;0M3vvm z5%2waP@C;X;C!m^exeh{p>T@-yXvR6wOgJ0Hz~=dCwJtR8&!ax?xnzX@Ws8aul{sc z{>k}K^m}yJeG~l>Js&SWUyK6b!?PQ)B#D)ubv_G+x-Avsnz<}~e(1Yt^_i+`&A;3= z3^{gBojyJ}?up#M+C>a0QKcqiz-2yFhctaaKq)_sQa4vVaO{X#tLmW@=SJXeV6y8W z^!jpfX=;V;1%8+B9hVety^#U@q^Gr4-(}Y&oB0+umN&hy_r5r3AOhoA0j5UD^j@k!a@iLK^WSGUmOESr$*0ae@*of^rP z4-GUE;l+$I&dr=JDsr-^Bt~3&H%c-HDOzK77$?6KT}^ngRGJO@x4&t@Be!=L`NTrJ zBcD%xO(-j}VoI$OlHT)hcl?>@E%=er-DZH&pLp_m6q2QWbDmza*Yun>6ZZp!6I+Et z4;}$3x2=sBSav-JfWN2@m|yAgguR_`aP!~dM>npUW~>8AH%|++kj8RsHm9x_9@ouM zbm8!qvb&ZRePRKwxGBxhAqEXK%koks-#hv(E#u|JTx`lLO5nvB;BiG$Hq#h?H+NI? z`to;|e5Bc^#4S3nrrg&Q2IqNAdTNTL-G~ixU61u=br!cjorY&$J|&z=c2og$f6lYk zsTk?|@QtDrtsMy?w8!8rL%BaT6ON>e;e`gyJJW2X4l+6Ho1fLPLqD-D&)e0c&y++O zs8KRh1|`k)sOM#lEEd1l$bzV1A>0V%JQX5i#lzaZ99TcEeb*g%8P#?oWuFqF^O_7W z_cfJoWa*I2C7?7ZWcXyV0J)T&{Xl>`_&xV@qaZtb2r-TiUwefovGcp%)y9G4Tm19v zm;-iF7Mc9F-;FOAK9hl`xtiv?kN9q&@U~xy?!(8*RFigs{!S97q?`KofpR4Z_Nv(< zcu*&h_XZqH6#>Rd_;~pEQhLgyuJZ=}U1J&MCfGBtwI=~v>bDyJLykNE5_`L*m42_6 zhD*mfjkxHQ4SoXw%VTp4dgJ5r(@)LIg2+byR=vI$S$&w~&MY3vdTO!>y7w3+>m%hR zSu(X1UoM)N)x>Gge~i_=X~qY)um7zZXcu+Th-gCBM*sn0wLS@wo!+=J}jh(t) zV?@sAYPf=eymG<|bJaC4T$8*ucnFL=|i{!{&o8jvlIM6hM+?qBuOxZtR5ZU?Q_{8agmj!nSC&Cy=>SHJ;ie!Uy0u8a1fXkYMwpX#ao=m?y2CI+d6k>cc0BD z-gFKbHQ75r{kHh%%Fz7fhx$^tQm3)fn923H5QKJ7B9Y96uA@~9VNEXsJO0((RmB6a z2NF-9LLkRL3bCKnFx!}vVd+h2zorHrC$AYs;5$nl9hJT$P=E31l0}KUSUSu*Ij7~f zuOdAD!;RcFChFLSh}xNcNm^WlwPVT)`?(~{TrJjV2Wr>_;G=+AImzj%CP@R7Df0}p zgLaNWlt{z%B}0$T|L#J`XygN>VL~;P<)Kwv_{Z~aL15M_D+j*$IDFD?h~8wQg-M9+5UVpLpw&22ayWi;KHR#jsmV=etlI8f5hb+024 zQdO5#EL`fmes59dZjv9-GGufpo%8BNDE(?(H*p%X^eD~1hC^IBW?ue?(ajXuB4~^F z72eOVTndbJe`*oCZe}J_+N%G01#Z6>l0P!}HOw{HdpzLiV!Qu0`@sujyw>gTLh~bUyrg+QV|HZ6nSQQJn6cEZXR}Bkg@2M0#y`0em#Lxkfq)DF^Oz zDcW2c>3+!Q&1=OGU)nB?-&_;xTI2T{0_n9%x zY4&DawC;c~iBzSbQju@gO@9hmOIuTO=W!M{yC=O8Vb<>6bk?@kj5TI3diKiQka7VX z=3+J}y!?_;WMG{PxM&aYK-3V+{h|~I9q0lp*h8r8Wdhg2RH4NcqWEeQNva;wb@~;U z|5Nnnx%^{Z5e2QdTOicz3aZ2jc^tvDMFMQz*3da6oQ< zIUB7XtJP)_cNl4P5gL1$!H;3yYes&J4C6VMBBdO3zX)^e_AwZdHSvvcjn>o+9YB>m zn&&Y-AxH@yz@^l3b939OXjttAX2rAe@qN#*Z5}*&dmO(eNtjD7ARh{muua6Lhs5tQY7;9X znvPpB9bGk<#e@I)8Pz~MG+46dTcMwb&@fJkjn@aU;$O{d)1F#m-#;v9ws^6g)q!~f z21HETH-bBteHh_nz`GuN@CFp|oxl*$Aiyz^2=KNbuWUKx10c|j!SuqaDs(`)A!cMm z3HZUC$cewzk(R|!-I|D!>>~Sgl^%QQh`$SdK-XenBnkVvJ`9_ae&rj+`uggUjz8&* zD+T?9PvX4cL)&T{%{rbW8PBJirMM_+m~X1BCIbssOtBWP>-DUryXI{tCnWt#Q0^UB zm(tk@M~33F{V#Qz?ptRJPnWu0*V!ufV51J$Sr=%)xIMDg5mR-{V z@GB`w#em5uL_z;v8(p;H4qNt@w6-mbad|=)7)g5?9S~pG;@c6vY%Xs(e_AFS8k^m; z)tN-~-}~$M>~#WyoTZ(-6`doF`@wFja&}s}@Z)WXR$sMvkIuMs7Ir?ryIc6NGe@jS z;@GlZAp1!tM{rIYEVQTLe-3y~22)8jzT7T303KR6nYVzdEr3dDzR}^QOaNZco>_Jt465>tDlSK6oI1zwJQ)ylg%T%fYIB^1wW1WTrz1~a8RC@UMk?D&|=>y7lsL9@bbUF$2C z`NMu1ebvZ=!iz*C88J0CpOI2%&`N`1@BnIIIP}rQXplPuw+diOIcgj&Rlu#ywYZK} zILFgEuHnn`zOEl8gsJkkqflJp0{aC61Cz>X0G*zmE-S|}%-)~;)|u%CfJA666bw&! zoh!K7hDHxrhEMCIPKcE}G{W%CGld2FtU#bh2k8b@cPlvNf{gVrrJ`1OK{rzKmG?f)YueS7^dpKus#qLi> zyQh(M81`5WCS+7;>3>xZAlYRFx-gQz?%`a#y!hWBPn$)~{|`%R87kvIQw&z(mkIz( zG|RmZ{{d%XcO@gvD}}P^0UBY44I_sdN;XB6^yo1FaTSPsIzFy1FeU+r+y@ses0fBZwsJp zcImO_9|8@Qb6`F%G^iD@Jo#MYvmO9UgeHBO?7V(}$>kz-n<+_8RX4-R&|{o!4jpSgfx(3yIAqU2T?IuB`{pl&f=(zLaRp3h z-b~iA17wc|$#?~a+jER~{9%Oud?h%XZuST+Vz&qbOy7BlFHA_=((Q5n@QQitBJ3Lb zYrP$?m-Z16FXymg%M>B>)6ksmLR=4JQH!!Dm7kB(15ZLl=?NN=|;Ka#l{ z-z+mAi9v1iC+Q0<c$H{f6-!HClXdURUKX`HADLSNos?Si_5M)9(6iA+K|>4OraQbR zwG);SIg!tLfpCl8(X5_+5*ndkVeSBrH?0&_wjabJ(_=Rch%S`A&s(HFJ32@~=S|~2 zXlnoyl?@o|J5Un^aMB6ihUluvaZv?#eo)g60Nj^0k@fDyx-3{ao*kWmM;6%JKEO`x zeEWxjA;4Sb1&lGP0og8K{O4z1G6OsV%95(^1b_|auIqy!R;R=at}LbVkgKo)!THN>9538MY*Yc~a7pxW)c34+5NB@4 z??3$$Cf0r?EgN17DIXW!#bH24p6LXf*quUy%Dr5%D|ru~oNf0%`t96!FZn|!Yph0UEsQ!qTmzWQ7q zVJ;^jkFCa{l5_gK`Lgj*F_A#xpiF%5`LIPyIAgPqhO52(Z_swif&3K8>w(0?p^9MZb0Nwl~X@RI_`x;`su~t50e$c!4(4^1@9|=6>ipP68_S6 zd2F!jvIYJLlkcKJ_=tLa$Mt2f7w&OgH8t2+#n%5MEXSw2-op+cCos1!$c^Zh|x;WoAqofKQ?lCJ> z;c9pMMGwsUaA;P{)KT8D@@GzXTNt`C<+WYt#VzlG(MiX5P&U)?fbpH?XE5wEPR?Ji z2rx8YgmybR&(6|zjg{^DXz`Xzc2xu3lg^KAUP&~F=={g5D|a(SlnJO!bbHC$AqQzexm3TjJYF2=2?ubXS@o@{ z`7UkrVPNi95t`B&(&yanIXj}V{*{>s^mW*E7HC@NbIj+C%hm3XP6*DsC4W9nxoWjd zFv-wc{oWkPM|4&4v(;Amvvl8xuwsoDSqwY*qb_5^g*>wjY7OI#bMv1f@Sx9gT1U zW@QX{SUSW!08vxC=OZ(2ME&)}B>gMf;h`%59-h68hAX~2idn}$s-3FZFFV3NCuwzC ztk8Tf`(5rg-}S?QetksDgGv0?^iS&BA?ZQb^vN=e&*H7j6#G-Kq>kYo>a~HK+I#Z> zZx)Lh->yV=4*m-jE+a9KG^2G+;w6OZFQC!5!@MBz;tVC^C|VY7B2{#h_kNnXmT~?Q z$GX2CgO2<~Z8O2yT60LzVwYjCmVQxrh50~>pNpa5L0eYPM3NA_S2Od9^pDRDz zePR<CJkSo;4q8OD*x!6#P9zV-mDoE-qy^Q{CK<}MAhER)A8qyCuDbcM=z z%pEa1pc`Mf+W;W#D|4|xjYIWAN;Zpc#(4<<%4nA=i>E&o(#V%XzQ_ z+sq5@gy1B!47NPBZ0jPj6GHL2g&BIV`gWZjIPsM`(ll2~qrs7Wow6Hxuu{2Go5ofs z&m!>Wk5qh)8NR2Nj2WXSL(f(AG#eZsf|^)dQ0w&i=F_VW=03|deZf5J z;S^MQMQwHNTEy^h@jT@Fv@~sOGk8_(_!>S_$0c1WPe;|GO z0PF&(&|TB`2JpsGgVw_-V>*FaGkA=E|J=PF5O?~X0PZiHz-R)0ApJY^{o?Zi^eq}{)85h+XfCo;X12p~>uPs0}3<3cSo-hn(bir%IM<+lL z#|&Br+~L8T={`OGCME&^^A@AYUsAj$f2Opbn1S#5r65l~5gPYPo3N$Y7OX_A`43rII~dAbt1Qm^hl z=n%G?2VCiPe!v}}_0okF0bq~>zpC?@9)s;n^8~{5;zd@G{lIVXpWuqJTnYI2`5jhV z<_h!_sIVFjOUp1~`yGHh>1So-SdZ!(9X@XGOM;lRc>sR!D#JAS*9t8f4e573dXoy^ z7pG(K;g+<2YP8;#ZTm8DR4o4y>A3dea&#<#kkYl4I!AbpfAOkr$xxrU{z#wA9ve1ac`&{%* zCI+M@G%>;u_cwi@`(4Xg^qa)6DBF|1vIF8-^&deClu(0$C>_yD5F;unbiKQlyncy& zCNW-5vb0x$y15MxTepSnndP6t1)ujA7Q$U|h@#pjs_1h#?@&J$yMPRAKwaZ#R<4TP z-^!7WW2>@&dV`GJqf9{g21?cV0#+{3M#dmW+U0!e$mIus_iD=-dTrl_o&CeZZeSe5 z8;-ga&0~0bykKsw-$n#vO~P?M#F|`E5-m{VtZVE|-jxZ*df@u+>u zRY!~URVL+-vxQh-QTHKIg+S=2{gFmvif(VBf177gNFM< zRw&S}I`e%r4XZYem;F5VyK5m5v8!Z~lE6spB6UaVzfY$qX+Y7iG@Y8_ZP4FTe)+Pf5yE zHfa&y+lA+6)7HD^JI@sq3P;5MBhN3QbYmp?lY0c0>85D0C0yeL^DT+8JpDT;imnsY zZ=-(cfYUkfv-9=k&|TpfGOO+kG$^j?|ibJ&mTC z=qS>2;}eGTJygpj<+B|2OPs$a%wFyUk$?T*PyvXm0ay@&>IWd_fD+lws@_AgfwIk- zJb;IA;-?*;bWdAJC=|OD=&0`aqDn!l3jbb=EQFmrkn1f10Es(EP~j}?Yo%4`)gLD1 zbpGT!Xi&lh75p8VY1>>~p3E5~aA&jsC$EtdPyUwnE#XoxjrxleQRE`<#Td* z>`}qk9#x2PE(t)1I|1PNApJcNMmtU5L=~}#yuskV@{;kAsHEuF4n3%Vq`YkPK#p~h z9^f-=7jE{9KwBu z3bVk<$?$osiqAcy?n+uO74?tNMbc6Bux@AaTz%2&tk$08va_fao?F#noy|fim@`0* zgWI6kW?*vf^m);#abs)BrC*%timK!p%eBdC+hc1eU1#C}z(3%+eq_9hly}++l-GXf z7&q7xSq{OWgTF=9-&h&OIEZbmm#sN1AnsXZOih^utAs#_0c%NtssS%%31s??@#XB7 z$;4V_pOZay4ee}{J zTH0?jPoF4tD8r-w*5rf5Kn<;b-Ze0t&W@8AgMlO*`ny_olF?_03(#^5gjaV>a8t~R zo#f$GhW91Rsd}F!Qd@@^PTYICO`i+XBliD3iYrKQbW(aqmi#*Afw{)9<`6!Ah}$+( zy)iUD@jKtcN27`n(_+%t5BO%^syItlX{3pBzM_t}#_XnSAl-#H3|dS%tn`yIHG4Dh z*D}JymIa1OD=sM>0YK8+z!kYlBlz#KxOGp-0iUWH?*b80cz`*Cix*P`{ePlH&V(9v zcyg+O>ufzk(d|r0B}9x_?zAJ68_$szr6-;W*mEi=X+MP(j3&w>GQUEAt;lAy#G1Xz zo{D=d6Z^G}IwG|NhJsj5VYpipwKOCSZ}pgQy~n)#9D5 zrL_sMD=gn}+sPIO&%8U!`#WUw^Ja+Eb!hW8(rq9-@k9AEhaRH4TVh$-e=7$HQczmwHXWW%S5He^IMTe!3-Qv z-Da<5D{2|HB-Shlt!Q_L6>moGeDb%RRy^}5k#zaqkV6XuD9N}<>MtgR7^*^U^e)h#W^R{_npTrB7Yzaz8I4TbjyQ!zGt!t@T*Yx^#$4Kh1^FrS=9T9(19Emi~$m>j^-(Cr?GF1>xZ8}{yyRnt#?yw znAj)k-fQ&QUVW5!mZUYyvtm%ZW-;HNn=FH*J9MUP>4fg+3KXHPa;{4?Ek8zYu+Q$QXQ*H?1wdZFNF8cr)VEP+=6Rl zLXpe^{e>2UpNkb)M`uL{f4Xi{E)xe;$wS8!yZCk zM=Ns$kP-gxWCUj(Xrn*@?IB4I@E|pJq>Hwlhl|#1>j~pd$=ERMzY?9~ub(6vIIgB$ zsT}D^+iINfg4mM9=|37%C>hGIet!QvH64gIO-|9`^Jfr1fuR6J`=JZ=W%)5J5vcX` zX(y$Th9Y0zek1LzC6K=!XOicvTxOKR2EUO;A--oKXEb+jYKj0=@Rgf|U5KFnRr{XZ z70o!Ce(ve?P_2$gfD>U;5(KC>mv58Irto8io|9e=V?~QOyl{VpRUH%1-M5eY5d(#| zeeI|uZ{v>LGpYcq^j7A~(Q#+;TOL}1&JE)NyY?T;O{8RIt;VgHv^{;jNc)+oC`xf! zXWk<9q~s7Fa7v(}Gs19Wtvxhg?~$Uj(}4KK6HdwYC1`YswtTR>8Uu(JZ-}Fe*~6mk zgi@&|5;+DTbHz_7_IT)`B^;7^Q0wqety5Eq9B9==|7Wxl)ny8N;rQe1Ss`@vk7eOk z`xLSkNs#86Z7-skV06P$4?z5Y-UQgz`%4RZE*#+l)F^;v@v8>Vi64!WD5Z5&Qe}># z+9^yo!tflo)9S3gKKWpib3y6SvVfmy zZ-`q7r#Po3_e5r>x`M9(Ky(Y)d9A86V#-bC#*H5$ZdcdPH85P4t5(IPv zgP_C!tY)Dz8_GHMV@+Q<1yb`bi~}@oME}ffrkb3EYM0j4?u}Jel822lbB)D>yKLL@ z%7N$5#V|4&=ds~K_vnvH18#4FDAsm>*-*K|qr>m)7RPo(& zoRW-?*=ujbTy|{{g)iD8?q8s0cTdzrZTY{}*>CdREGWRJl$@J)AAMA>*{BfI$@eGO%~zg*g$LK{^IWKxyVFQ*s1#Psv9tT zsvFy4mzwgLCI)4h)u5SNzdl7H9A#GNL+N*!=~TB+mFxC>PG*&pgV~5Z`|s{5o-6v_ z_^6M_@-1FtwttwdxE7@Su7DYbtnOBIS8WE`FntO(^d-ctvSg0$(77mHTb`4+t1|Ql zb5d@AD}ULkxD;0s_7F~c{}u)FC#9q%U}ad9s4+`W#H13)r2I!<7rvW*EH1bzNf5fb z6<+NVR^5qRAUII#3y#<~c{!lNSXcm@Y#41~*DD%s@qPOanQi7itx9XmP5^!S%Se{> zp(EVn`tk&!olHtWg0rzQ*-!i_WmzdYOG)^_+cdtbr2T5@u@k|WXIl+xNE9q6b*LYJ zf`2_;DcbijvZ-;SyuZ~J9jdc zXGm9cVY0^Qt+&s(q()BFdtEr>p-+5Bbqn?SMRHfT*V&J(vzva5y%RLD{g+;9^Q+8Ag_2_HZz*SpAALpsJ4`s3w~9)co$i;j zg*}Q`DV3Np-x1Y35kkIzRrX4_Syc|IMp3J2H5W@TDkV6X7e?YXl0vk4f_Z1~>{Qux zc{LB#SHOs+vem}KGku^qK~y~_Lo~eGW(;{i%D>rhn}UJvMJf-Lw&RV_v^{dre5Jb@ zKZw9ti#A%mOGcEB0!owz9emiIE);5=&BOne9C7TEOV3&{ay2-5X4{wOCi|y=39M@E z>p~N{#m?RKXY{BrP67O5=tZMH9W7Q%3@pD%%?I4c7$Xd&kO;KTY?FfNDu$d0U14M` zk2Fr_JHnOSt8iXds|?MDb=Zv<0bg-9OlO^E`B?8`s*O!c!Sw$$e;^Hg&}6b}$Y5Br zxW&T|1A-%K_Pju_1UH&-o9*G%E)KS&Zqoda z5TP)LjHmcZzD52lO2yg=QU#!)`=z<;(V^>FOJIo#UoE62ZmGWE2YbrUk?tDOL>NV%tJ*ecAnDbbH zrg%L-q&d%78&P;&;Y#mJcr9nSPs>wx#fS%1EdQ{30te_r7>|%qQ8JwAMZDfk3LP(U z1V2IU+H`sP|C9$8PQMN=clnG)?qLI()0(_DHz8pkOWgL$Q-|g&`c~E*VTLoU2w}z( zy5@2)zNlo+$HqSibut(9Kd0$*1(WEc($;(K3GR~18v2Vh7J9v11pXy~Nbvu(X>7AW z(i1F{E;=oUDa*hfkk;~dJr^Sju4{_WYVGZ7lL86e_bH6hV66ETdzL~UeS$tB-oB$< zjQG#M=K|r^qL1wQ+X3sPt~D<_8AtMGMf2e;sRUR=qOcyBUUu(RzO(S_*R&t9Nng2! z$QZ8$CpEkgojklRrfY(AVVM4S%y1BL40AsFjaT^EbAiY#Db@!mIdht&3H$Jb z(Jl85JSN#5srjj;#1J}xM&clHKa3vXyUhFepo@z;g|Tdf!~S2Z;D4Q^{x7m$sW;_Q z$MdkgPD@>#W@7n`iN3PLjS^t6QG z`6Oc@eyve|ug7q{{^+ZI%Z2i~*mAk0!klbb~uP5ud)758Ksq-=d118CGO0{by4*RJ^5d_*tbiTf5w)noS-RM0t)q2pN+UN&-p zjXzY$0|(1FA)$Z*dEf2(w;AcaB*wx;e;o^B;3aw)6Lc~}bjVI59bXukcyfm4zo0vb;Gt}Y_zq0|6U0S5v!A$BjJcMhFV zB8ZwI{kD}+qUMgKYDY9Ld~ND$4o?IMXG9XlMN0IeZc!fr%xdlY1@`PJBAlM!zn@~9 zKqV?iV(cIH=SvSFNJK6|Lq~T49)4!heT2+eHBazw5|%`|iTa?}h~QpbEbWtbBTuGq zb-F06vo13?Y#zvUd?7kO5T={+z&@D;Q2eFz{Tl_J?kWToOi048b9eo{s?RV24I$Q5h{VI>3ei$s5f;Z~*^BzJC ziuwr4?J6-^Cv)|Q;gVk@dbWAhEa_Dj^1aS~O-|TjYVvyKl$VgNS&DT0a+^9d$9evb zQeia;+t+Lf?(3uWu{E)wf)v4Yud~bhGu(|dCL*^u+JXOz&3$G@@Z>uLs0=*V5&m#< z(;^b6AUY~hvGW?TAj^f9G7S81b%=Holr}?73a4Q5;yB=0g#t$Ym0l#{qemEA`L($Qs)KKP$j{gjDB$>sUpG#odnw;mBPktxN%Zg2gL zN1v~5a?Qs(yp<)CzQiYBKoV-pJONUI8l(|}$8T3S95sV5Co?=S;Qv2n7#MLTK!sgz z4{qv`g)bK78szK5RE@M3g2H{;f@6wxDHZ+dJESOt=%{ zLOjo5r!Z^PTqG6dT1EWA#^`6QqcMDl$Hd{U*6jvxTDiOB-*vEM$sL|QM~vvN4+!P( z-{^biFC3}Hy{~CkQ=rdls0w(epu+k%`eJ8EbO88lZROqc_O}-vI$i0MoiFh$RvXQt z0W}Sn+pr4`s4TL6IWN<6p@9xP1$xM^VUiv7*Ks{3e^ zj{f=al7p1xsoQD(A9inO^cp)eTd9ROTkmF$Sa`Yqtr6k73BM_^s50~dA-lFYmTdmQ zT$ttt=bvs?c8_QMzSs1+nQgeQPh%H_dzitsQKVtNFO4#!l{V2Zf?q=EBPYoB_Qctg zhs}mw{I|%k;^$7EPGzW9I56X1{|mVV*wXJZ^npVVXPFoiwVsUk;h?DQ6MSBWN1e+y z_@iTaLu~nBRIU?e1dy4_MNAx9OrN&r)#sIW)Qxxx|J32E{KS%?ygGeJQ~q@7F>d$( zu?Id&cQsngEqeW!QhjfPS=X82-9h=Ft=nB=U1iXpS11uCH!&Zy@)V_8RECb6ANUH? z`A9b_Puv;lF)w1^uAX6BU}Cz!I$AKY=S+J&ZM-mL4qfp#pXkByNmF$bJA2O zS-BBK2M1rwvA1Q5VT{TvI7&1X5rbW5 zU-0Ckx!yv|_}VphyW5S{tuu*cY8W?0a+0XJK1qZmMVk>mDdLU~rj)da^HFPq8*8@4 z_pUMPX`Yu^p{>q>Tf}TBV@m{5AS^-Jmo|OLv!aH%NDPHwUDK}b++W&Ecwr}7006kY_*FJI5Rr4<=G6YF1=Hj$9qjLg;X8y$d*RB*Y+Chfs+F!zL>R@?#KrO zf8RpP!!qE@*;@EeJS1%K7^~;W{;W?N$8b^62iL!dpYn zRp1DbF>`I%CnQuE%q+KNOMHrD(-9AkG4M*4QD;Lqje3&WI#OY=ANI_-KH)8kI z>+6h_r{8klD!hlZSnP*aJLXgW55vo zw=50i!fKNW3Mf5GwpLNfNDWOc4IP1vFeW%qa_9>-R1{r8^T z4~*)~@gjupXLp5lZ-2iKrefi2A+ZVCL|rNH z!|xGJsm=3Uw@ca@Gl;Oa)>DX62pAgjA_?kvl&U_ZVs!Y~>3J+Ql}fRr=S2rN4=i)d zs4Q=u{0l8Y9GzSBPjOF<33-nAt_<{Wn$?_=(Kfbv;>8JdQuB1#T>Yc2zI+LF^pRX#PzA zO*WI0cMFz62QHJ>{!C+?%N56I1Aiby{7-TcZwXF_=CXvg#?sci3B#JtFDv&7AbSEi zoq+KGuFbN-Y8&6b7HPA-R!<~hCn9dgMk4Ta$mU5pV;T0;dmRe2Hfs<{V%On~M&w~BIoHcZr9w%937fbb)#aET+`E?@c*4-1C*7`??4Sh*F3RfIW z$ifCmlEzxu2-NLn(h{dF5h1RF(bl8X!}CZU^WBWFJz}!U?mrwm-^OmSPKX)+sdo zApp{_-Mv1u$fqBtn)XJ07)P?1a38e+4r)x#AAe=~b&e466<9Rh3^Ofd zM)r`;&?K>twRWlg#uM)A;CuC4)`QI9PYzv`{SHap=4rbs9SyE=3IxrR0GsVqi_h`EM; zG-zeW-Z^&|I}#gDxf~f!h)q^1uhyz`)J1}s?{7}1ZKX|*qk#`@$HO6VkLAB_6i*IH ztYtl|o{3xSXRTUZ=^kXXxJ=j~x+F*>F(wESB|-H(5# z1yOmQ%J$~lTo|Id0|I$1eT~!C;#AKGCy)^J9A;bO?8I6XDld33Wvw%oyTezUjdRW? zBn@**-C?gs9?*oMq2+36{LcxE>53LwKMwFzyiZGW0D>F0+~DxNjU#YZg;D7zF#!c$BIM|rKwE*)9&iIl zY3j3{xTk{ij@xn%e9e7f ze2*tyEyOtlVHFj5AB3Kdwl5Nw3%tqYUsjW8#tA2~j)UInj(RaZ^rnpU6_&#K zEKw$$TH8T44kL@CD61O0ilP{!;`rl_rw36YMWj0jv8FDnN{E?+J#{>xSMcoQTrZw# z1giR{J^>G`i%!3LPtgY_yINwWoMDQZ51sgs!Wu&JQF5;S1xA7up!^C2QIGFnYNfX z_oF;58Z_&aN-Mp*I~a^FuyojC3#yOv?kZP%QKVx5p)uGIE~=I-%c+tpssu`aw_r4d zON?rWOTHw=;SW-ZeB!xZE?GaJ(aAmIZg2JYnaeW8EG~V;v040u`-v!XeMAbYH9OyV zzR!(H2aTe(m`P!a!D<9xPm_GQbgN7=N=w47GahfBl4HmH<7ey_J@`!qmNYv0<)#-Y zhHx4;0PslF4An@Pf=!9y&v|V_r@pfLqxG9o7xP`2+01#jO_nGmFCvTDifUc$f9(w_ zH^;2-uptaUI~WxP{dkV>zF$c7Sv$y&4%mF@*N+Yq9 z;$xMYR*_-kvn-NvCa$P0u2BWO0czVOBu+=1;CCZv7gT<0Q<8_*^fCN(>M8j{i9=Cu z%+>gC)qo2|La(;%NpkB4HtgBVmt(cdeX(&_4l>~93OMqdlHb7=z&1fXmuf1OAVO&V zE?F?v_fkV*^35j#{YK4cXzn5X#77iWjI<$=)#iL`;#QMSi7x>5jO|c&Rzd9MEG%=$ zKe3PDQ!2&gp`u_USfIAY0T*;$m>&og;&!a(9n-ylqKOm|G)eSMEbwi1(Fni=k{O;Nk0;yz9ELXFwM2s> zBqhfS?$5Bj?Lt4J^T-H-QiMxHGI$mJi}f9RVx9Qqx)rWWaz+?KMVjUhmOh z#H>D8LUYq{MOprQv=X`#xAMgjl(_(}8tnLfl8ZVMg|px6uI#NBu)Z>)u>Qx(8NwFx zDe}7oNS952@Ekn><{^RWW85OY(%)D_!2WbcBZdkTWmwT$$bcjyEv^8WKp{~PZ5lI9 zGJ6aE$WM};$Xhn`%z(7nLSHCT&{&cm4NV%*#0>B3(f`Lk#SstiMAq^Dm)lQ?gcK+$)QJGOJ<*Vy zpHzB?9C@^zl%=b<3|R!CfS;>NWFo=OPYMwbSxOufaezseK7ui=;H<|7k>_pRN;0}a zb@QjxNVp@fVC9V9pU-Fp4ZK^!mip`qF*`ihridq+5`}9u!J9~nK6!hEaq-A9C$v0E zYoseB8ZgHKrp31Bh9q+M`?ig%!3tjIteUYt=4T1{KzK0_G072n{oBb|ze#T@1Ies%bkVG5be9bg6GaWvt}> zE23-c8Hi|<498M*ykv{3_yFYI*&ex(UZbCi{(DC}In9@@hU_|4>h*6k(cg$^K0A+D zr0M%~lY8yt&iwXiUp%ek^^6+`*E1jWK)64LD_CUX3|zk}vA#4z<|+|z%iwL@y(|5b zdlY{q`NEYSS(4=gnPC@})lTRl^iT7aNUDJ zmw|&A0Gd8EO2aNCU0d15gy?<~;SfN6g~A&{z`3uY76{kX@ZgjIorKDiT>d#c^#JDx zfl75`dI%YWV#9>is;haXEu`;6x8FAT8DnUM!x95HG zcXU+|7I0S?4C}}UZfSo_w-YP|RhjN`0Hn%Y-zvYXXD>#^=Oeu1l*WMq4Rm$5_YEi! z6-aNv$sg`P7GWU^kct9h2Y4F;GrS#7&v79;b?UJy5DvE-%>xDMwiU)Ig7QT_~xOH=xEBqpbl+OCKQVOa!O|e9`pdcSal9z?mtLLZPt3XTFipa4~mlmJlHmaQE zjiXW7u%QpWVI(y4Nl?&GfQaqg3Q?M@@U5r#^0}jr5<`m6*IEjgj?ReRT(Nwfdll-+ zEk@GZWbKiO-wtIHlbA78A9XQ4diD#Fmwftv%>l^*4Gbi(Amr8B{z8K$!_My~i6>R* zVmEy|w@$a+@us_IanDFzU`d_Z%!|w&%+$NvPr_mM5cO5bc2E-I*DHP-%ecwQ9YeYP zd?1GB!ph)P^(GbM8=bh+ZX#GFQuw{J=eG$gFh*59)Boq2*9CJcVsUXLjev5bV{mv+ z9iHLvPgDtF8m(15qwaEKcKQUcXY-yWA}^X@fUZU%Z#v<< zY(PZq%VX}bD8s_*+*3>lxx=F5hpT3qZR3Q;Nz52~0D+K)Oupp>33S+b8VCSUCy72_ zng+iL*x*^)$Z6Cm=RVLFs*Cu_%O1q`i>K@tVWz$v+UnHmc&;p;w)Q=^YEHpMKrSa8 zdAe0-3fklDBi=H`JFPf!TiW*QB5Hv%2suULk zfDzRjbEmlvzWOFyw&b8X8hh_r$Sz`llRwPuzVW|GhG$AuBo*QD+{b?vxQ>bHOZa#(J^jU}!jZEv5XYUy2oRgIOFdk{3~x z6VwN_iZ%qDtUAGyweChqq8U|1e}lN5=6g)Fftng2ko3# zu4WhR%ufa?8r|F%@h;=!0M!YUL)>pfC$Zv9E?r#B0Y$KVowit|l1X9rEhDk!cFYBe zr&|4Hcd0|l9{^+}Y+8Z_Co;TtHXXBIsdgcbobVG<}Rp@N{~ zRAr)N!>y#HPWHN95Gy>dD)RrnwJ;^+eSc;ocap9R*h2CM%x4QsTCrvVm>jHgg-)LM+*Z zf&)LI;`MWGWKl(kimK{KFMQT;PhpT3!^8}=faKTl@OtQMTL0_s1q!D{sniG|D2Nn> z2USxKnCA|Y?df+uoOwj@k&!6*%ejw}^eyD2`?e$qQ&X87r?+7Mx9Nfc;!~XdN2>YH zJlmD%3{z?c-?;6fg|)~%2da?Es~T{f&Q`ANwx_!c#=Nsr-J??*nAPY8)5FP}P zs&koXE2k;Ml0Caz zh=_j_YoB_^Uc`6`RQ%j;e@YOtM_;sIBu8IbW6?p&3LlZeEzT}IuVBjV+Hc*Ou2;3X zwlKWs?^RT^QUWYR)yQ;U8gO5oH{?hpN^c+;f8cPUFis~5VB4AKqw-{#!E)qO zfZ#+cGO7wYaGM?c24G|WjZP*mKB04BD58^ejQuB(b>uNcHZ-Z&VN~`hE;>jXUh^0D zN%IWoa-6b%$CzHjhXuJ*9J!Rq=SzKu_h_A(a}z^~FR9KAZMuT*ZYM%?sx1FNz&+>1 zeUhaJ3-q_UV%!KcKM=qJ?OqGxJd`=V zJ{NC+|KmdsFxo?q@rKo*|Em&Q{VC&UOwbU2GRuxk_P>3uK9>OWXDXmEg0vC?b_BeX^R@TFx)aG|@(R$y@fq{0gky>K_?F^14&vzb4C`4v3YspL7u5I~L&wcoi z?W@@FDqz7ko4q70-_V<^(`C?c@&csijG70lDo0?9nzKR*ZQV-{cwLhRSe328E~~2~ zNKHK96X^Sa6}s`VXqZEc$u0J(emOO);I5K7@75|CIDmE7as6N36+CmCzYhuR0TQy8p2O$CkyNt`f*+W!# znBX_G{_R_XL8AD970ZSjaKQNjcBR;PUMXjW&sRIlz?W18R|o(d&cngh83ZNBcX@Tf z>soo$=XE9(0nvB;%O`86zM>IMRSDI+;Q_0=NhiRGp9xbhY?p}R8f4JuJ!fy{kK(LV zUSoHRXhBrYN~tqf`9vUbv_+8SZz4S1n~_KFR?&`tdL0>&V&=0)BbXa*Ln{iT z#^p40rKn5;l0G?=iAy-GcTLmXEj_o)e_B>>F@=OE$f&qbJ%l!pKAyhXB@qiMpdDQr zuK7CHErBG!o&>GNO+=Vz4g-P7&^(k&_d^*XDd(cbha>A~e zxD~C`bNomC{Nlf*B-pT?_`v;97rq%U$=~4TTAw#2xtBR1u%0HrtY_9K@Rnw`G^E;m zoz(1y*g|zINN4@1938kd{%nN(IEHW+H1jsUo^_VohOvlNAxeIv`=Wpt8$iqNq4( z-E#?v>o$F_`nI~hAPEMf@!>O_VyYx88P^@0{bmy&p|PV4Y_ton9c%}L!?kl_09gNT z<;;Vt$q8SZDbgq1ll!}U;sguQF6tsziD5R_v`$fkD9l@v`O}}95esHJogOBw*v({E zDTz7Oj~H(q(m)U(khGYvnweT1E7;hMUZy3o@B+5Q2c$64P+z^8`^Jyb8KuaJ<~qhh zQ_VQNLiMYP(Ak||q0Yd!6yRO2HCBL+DD(JVR$%@bD`W4zxMc!G;@%Vq+~O_ca+tNC z03l#N00NsHkk5#Ka@lNrHV{zZ5+n)zm43y_4}x+Oo9eW;)eI%mfWvDjfS^c$(AGTi zk}w{$cWf}xC7skBxnS=#GwXHhMy*J5YETb$NCh|(|D_h3;*6W1r6%8Ue`vahR{HaOV2gpj9RzQoHF3bbx2 zDpHoRVMy_+L9~CRTIjJFUfi3YD5id-Q`rEFHP5^U{^5^%j9x;u`CL3lIA82NWc;{# zOF5dzKJ2o#APauyTDgLZ-dotFF{VGGdzsoLfipsL%ksc+JXRZm z*g67TB->t-7(FJy)|P=1n1^r$pRO!@0PQcaXWv!x9oXw_&~;qbYI7Z>1}1xN=>W5> z@&pn{_67mKdJx|;sEbGqbhSTtFQx-R;a4WQFV#hToAMEP9j24&e=T6S@EJjfF`4Uz(BA-(T(kY|8=FF}re zj)8=g$H0sSq_dQK5s4F~?gV{f_q@H$|6%b0`t;%+6Uz-NPnkk5!??59P=;cjc}acx zvg>eQ;E25BNm=q)ZI{RH024n|B3)Nm*L=?Pud&hfhGELoht}J$g^R6$?;9P0 z8S3*+d9&CDD@#e4Z)Izr|K5g8#LrB}Vja?{H126x6$O<$vepzmtjHSxfKvpyOOy$n*y71n+DqX3txj(M*1P6qH+J zXoc5UMrK+Fgkacz6qmozih<^>8Jb2*-dBw}$~+S^#28dGN;W{FJSA<}JMDiwrQR(+ z?N@hWpC^lX6%1Tj(?!9=jS#FoS4099PR~Kd426WeSh7vn2dhL1YgYb|eO=XBY{qBb zFvlZYxB>(4B%!*QUS52OzVPy@tzl5}vS{BQUegLWRtVva4BU|uK2xx@<&jVeu`Va> zy=vv<*=OsY{0Li?Ben~L0xl%uIKKf7m~*Hz1+89gSQI&a#_5Y2>O7AN;uGkYqqsZk z*QR|H|6iie=Ui7VeV0@~V7>ug0WrF5{wWQC7(VTPlzJtMw9b9$&VRnSQ@w{Qy-#BO zg6Kxi0Ko4*0D7~WqVK~_Qf^BNzNUdU`)TWy0!Rp8E^2l>s*ff!L;2qK5IbCraq`Y+ zU8?c;f9XZfRdau*11y>16!TE1CQ#=u%biQMT_n2p$FtI@m0r_R>aI4{5yFy6%S7cD z!v1oSmBEuXm%*8R8b*RHpsf8mJ3|e!48j;FTTa!3TH^FDOEUQ$hgeQXB{AUgM9)KD5tXStjzrCTqEf^Ygb0K5@Pt0=O03b( z-d0o+s!Y&JdY>=DJ+L$DW9tiJqwAQ$KdZ zQ7j!)-d`_A&c@;3Ew@}1saVXiEK+Q|qxotzRRjMa(v3AN-NOWcUf@C2m*wW=HDd_K z(>`o*5OS9|R_edXU#2$dGg^BbZ>SY_A+$&@OI zic#Z-{F4Xd2s9WGb73>d^LTEW!ZaCdLzP`eyIkCg%a%0h3&x6Y1EjIDDknLZ^8m)7 zDF;_l=6J8>r|#wEA*){r>ZvogM&QzT(dBc`WIcNddeuh4;wZwE_lPn&>H@t`Y^A}r=Vrkm zimu`>B0ph|*-k3EH3&qN;SziLba-UFP~looz0Hv0(mY?l0>3u6P3jaz zA2x~;U>G`ORRDWF>zA2&gcS?Y##pQMK$L@n=jZt@qtqV8lSyy*!ixhlT6gvFu-ni# zbnKVRU^sn&Qo8fb=hB!EYAlTK`P|bZ)729!tEkiz3pbBkcaxWs%L>|rDyJV%(dAl& zmFoiEnlaY;zy7gHq=50G8BplL!l*UC=e4ExVHsL;`?0ytvo$V57yP3sP43rQKeVH# zAh~nNMM^|2a?NX5=J&Khj@)nQ7h2Kss;Lfla0CCg2>KHSF$T_;$Y~Ax<(WirVgVqQThPHgl z3_o)6%>KLH<{;wV_Q-mtuYhk+jg9|-N!n){Ao;O2ufaBYLKh0*sGO<3cOQaXNVDd0 zm|C9`CYcqnl?75NJhNafs(j!AjveA<^V(XNkZFt-;-)3>yIWCY{Z7RPcE}MFqF_i6QgA9%q~(wD%%yJc>g4{$ecRcf{eITnWn)9G7_?qgSO zS^EkOgi?CijkhbO^OfI!xPk)GQ|g_0FFg2u*1r8{Kw|hTXy`Zj2LXd}1H0oMhVk#l zFBcMro5Q*PB3&qC6E|419*{LE^&@~^$rEJdE7O(Y;5-s^;xG$miSCO5lZZskftQI)nVxcu40MU)FVzF9>Um}jo&Ip z7rev|)XR^>+D&P{XC(;0j82EB_zb!h z-#K0g@4vt+ok9BYX&-;T_S2Hg%WM!{{DhRTivX{<$eV*8x%`+=ahDO3*tlXd+jwCc zPHJH#K58l4qj947#ZP~$3o~m-l;GK14tl81U7j8q6UpB>bJ{6T!^yvF1|V3Z^7~co zlA07N4D-Q2WWNr2u(5MO>IKT)%!Z?w5<;O!vV+=&xyuiVV6&-yH`CO^-;8udJ9)7Y z%z$j7$YwDigG|`kYnl0@`oEho)oxaK%y#4wX~k)qUA5rVCTdH)2)lMF5ugmPWt)Ay zjVxnq6t)9#1S@|RvMnH#Mq!HF%Riig^7NL9#L6d@4 z)f5oCLSdS14j$wu3Qu=;KoNlpp1iK0%w`Sm&&4OT4TW&jUb=&2J*rZ6w!yrr=sB$N z^3=U+Tb8aD;>t-MkYxWbJqx0CXy&QY7C9=qn(Ax*d^kzX3CW+jrM31ZyDF&0ZY(OK z#%(^!F$3X(!}e4uY-mMLH~)-z8*137#{T*L0Rb!E0gPtNqSST1N}H%~y4K zamQh}`AYu9>ZS3In-L1$`Vy$lB(iH+ntd`eJ#Bq1U~*V$z5zD=%7SJuLec92EuBa@ z+eeolFG$kwRcoI6@2SvEx@F!g;SD??nuw?_chrJ)1ywy>)GQc$6j>x{@yoFVAG`$b zB1tj_`Nb}%MqgzFWlmP8_qkniCEm_%kPE+Tdr%-;6FZP{7{>yb;yQl zDn6X~p``h?sXD4O>Kqg<4ue%|Q)(UKN;VYT8^bfM3qMM7{h6}|6Yy8F=eSs!)<2g;hXEu3W!4G|##5bT95t!f zOIfMZbj9ievC|G&24<_7pm{U>__zcuJLlu|>A>aONG8iYmI#?pSru3F#`}!Chk*cC zgm2itV73hc$MFLv994dHl*k(U(H5k8nh>6@nY`p6l+d%^uy_54P7(x$D|a{=B$?3? zKN2&X*NJ`X?(I=f`06m>q8lxrLpb{qJe>(HGxWuh!dTYi)>bAQIqH`ov(! zrC9f0$1S;f^PV7-=1Su4tBz8XamhS$Km2T+40QgW)PV9{$&GGUC?nDW`a@9{bV!|~ zZU26XhWW!wh6cjhir|BL2$6Di;G|3kGlmLKh-mSugbiU(i4uK8<3|vJ75U5_-I8!8 zo>VoP7^xJ@^7hd>tG2|A%UK%pEJV~!b2-f-LO2pB93ev3spIl%jVQ<5rzQjKH+E6> z<{7G$oiblev4jizUZsn(k_H&iB+AT@nb^1wVvROip&(r;*uEpYy1p1cEV=%MF~BcR zx+HexD(hC=APyySSpoI1RRCI!fD`b@%9u$E`{vDh=i&^#m92jMlH(2;`%RuVci!%k z__+V1VmZ!i7NdDXAv;a}=qeeTH@G@+nx`A1Z8#~SegLg9d|MbK^urqGV%F5d>pL=; zIdQb{lJCH6FPbGoIzK!p^c(jPPRQ}^-51{VIKQ$bf+@n`BPX#3T@z1eC)Hi>*QrDt zqxz*4mR5F1_t>VwW8_>XHTR_2;yFM4F2@e5=tWYGf&uVTKf zbhTbhl%4{i0;X_r#v*roMiOKRo3ycydt?lxV)M+j!KR%XIR`(?-OS?&GzF3^q)BR6 zJ@F|dKEkA8I-fWRH$6N0F99@#VHUsb7N%6z1)IN1EgrLs$@IzzxpunFa1bSQStL# zp1`DOdzA1|2j@gzDnAohRC<`Aft&#h5UmUqc%Vyr-wxG*H@E) z-7Z()CnX7BVXH|$_)+h%nNH;Y*v6QmfS(RmFhhyQB);Kb%AA8R;k-+FogjdnDCZbt5jD-&O zoCcMd=PmP=!vi@2Mr5**ml3u_M=t2g<{$!B$*4~R=!6I6WqH%QgVvNkVN24hopECO zyF$OIxWWfv9zo5TY#2C*4def?Wxke#4SNWEK-6b%P<$b&$=KLk7;n&2OYXw8m(S(A zkJoOqxP{KThLcX_YT28EWz)3}QEqCmEvH}y?stZxu8g}1C=g(e0J`TL(LNouxeo5? zpE+0CK5@3q2LT4n#B29Ui8&bfjM;?+I1<)^>_dRF2m+PqHmTe>A07cIrLF$upDT+X z;&?y^xKjNiIJ&&AGe-x?b#fFls6U7q77K6SPai|+%4!4s+NLew8jrHCGtk3SY zVb#18^jtrJ?}8u((mAu3gJ(2IoJCH*lS(@#EsaJkZS|98v`Og4VIU2jzG~ytbg_1D z73M)6sl{QbF)1ITQh}3;mZ=fnDs+zqY@NJtL@VW zk8bljmomuRa|a(K6`j0OjJ?*{I4J>5EEUcw}_2!vs{W7v7~+ z1*{1Pnej4So zK~=d`65N>o=F^?iN%0Uj!Gz$yvt*tH^B<~MyD|%a7lZt;4ZJ>1S-5eB0wG=Rrz{XE z(QR3nv8y0Dr0!H=+?oh)pe9HvXlIQE?0hs?Sjho9l^ zf>?of+u;NP$=2LPPfA4hlT?3fv`VpK4ch%lQf6QE9$yq;<=Nn)4G>tFX38;ngO9-Q zh_TNG*BSOF{e%Xd?Gm8uPzC`fH09u5nnyX}Dn$ zS9F#!y_{YBy^JY09s7KGksQ9w01MCXxB`9+@_wqJOF$w$2a>pufMXgCz}qKi>Zjbi z(iEouno;0I$;ilfKjfz?sn8L0UFXz82Dbh_9+oO=4lK7ONTDRp$___GW8;1iQ}~Dm zFDxQ2^}rporqGj9w|beDfzP{X)~c~~Z6%~QMvf#s?2oP?67Z%CjxujR&hd2q&g1`? zrsdu*aJSva#v4T<4st5TqWQB9Y*ns7llJ~nDnDb_2m4siQ}I=l+?58jm*0${Tn@A z&I^oO+ASXAsvzR>G1~e5##3#eld+dl47!@aa?#=1SyMfa2t|+dNP5C`GE=us($aH2 z;7v8~ffJa9mvgj}$}CYc=-2Ay&nQ4MUJ+j)+86 zAM^YaB8(Y@lpN;EB!+_dJwlEb(@xa!fn-a9>pJ!r^bGO<$tdA3C01Yl+Sdlm2^-w* zKP#Vhyp(tqW1eDZG#b1CxasKg*y{E7wTF4e=jU+A$tGch=aja;Y>$~W^2YL!<*Hv* z{`MAK8v46U97bu4s6`|=u5y_=#Y8B{2(A}nW#T63Q*lJPezj20Ug_M@E1JBoh`_*i zJi&$g_d-RmZxr@izVRc$bo{AR%`N_IoHpM&eKO>Y`^1n<(UK#*f7rvApxfI=f6w4? zzwXZ#=3{~Z@78$M{vLzET!<$*Zqr4fy-}es<;Jk&g3&-)3!36uDMj}ZL|vb4-;+#P z_=n_`g%*7m2j~JH`kXErNA&^N zVTbpIacLrxRC^{B51SF|CN7o+6RKwrBA*0Mf_pQ^FXXoa%E`}>-Y@sw_-o6*|p zh?ybk|LV+_vC%~=9VQ{vwFz(uqu4R$S~x4eQPPG*6&h^0JNYF;BZ1@HWyTC zwiOFGAc)f}7#SvundLH8jltf>V!B*J_cLs8*eXHA!8MU|A7OgBHC}|iPRtX%W9W6= z4n__ZV0mi`*EsX8leF3f*lH}*&F8^U26vxc!K2I6_pyv}AN9eM@|lUC<{s2JYn9@Xm4JgqrfhhSgo?=1YT zUIH|s&(Hgkg0u&^tU2$chrcp2CyHG0To?y)J&0iVcWk zdK8*JIyj7^Fk`XxFvD1ujMaMj$C3V+8>RKyibj?pOdXh4M&AGk|1#kP$@`AdQES)$ zgnb2bnyn)oc@Yr>GubGE}S z64wcogUU1;(*;qvw#Bj}CTzak`Z06aTd@YM1ph?6TB4ynr4JvkQrB*K>i>}a4&R606AQYay(z)Pi!@FC;iI-GjxL!Z#J4$3ryr&ei$>gCqLfF zj_@*jo>AY9g8ii>_ma%dz-v*#3m*)fj8W|9s+*G9rZxUimByvVGgp~|Frremsz0isLVg&rD#rnJn;UkM&l(#xjkL#x6m~VTMLVm0(}`+0FG+ zX*eDMi@S1%fdyb|J=RjTJI6?qBZN@GG~BFA_LL3Du=UvdiTM_-dWI6r*eec97T0Gq z%V?*ew~)`sv@x@-j@f*zr(%Z$KDfoiD7?@?SKnE@)@7BY3`Pb2mQZA|MvzXFZ7+q# zR+YwIQR|=n)<2oy0K+Pc<<4{6*P*Yd{}g}ZyM2L`M&bPVx%~jVX;$2QlHP*Pi@5q^ zcRJ^5KVkSVXB>bALo9QGM1{1zHL=XE;)Z`|QNmoDxoq^TB*R_UTR&mjUFxg5p%0E2 zF?(|)Rk+{iS-iiNs7(8Z^PfdJWCWg+{XYkIU`!x7D2bc~10FHEUC&$G-_U20BVA~~ zf~C@@orw3;J?nX@^v49Yes7H@;)i_(z?wf>)}@vh7Ji5mm2zvgTRBED`?`QQW6jMu_2ni*)Qq^DBxi(5Mj4s!_U4LW#+UDb#BL23ph%B9 zOg4>gey+Ok_dU39@q{F00R}yf)d||@PkucEoBk-f#Jx_cXm@FrWrb!fP}Y96f^H!I z8I6{GtH~B89QRIgY^^X$xComBQ)D}WP-_r)zG~+$$@J$}tVGQGf}rG!$~mpePAl0g znn1$6v$IzRj`1cRgxktx`<~Tj^PMuiMb3D@!xbV!H8T7|j$MgoXy?ZlC~7f}I@|#C z`0%Cd1Fe;xir&}C&pW@&fjA3c5%}4BpL)O^4h)o4$J}}kW0={FASPu;$FXc*cm5pq z$r)!QC$;u!{1-6V9(+j z1bFtiv4#v!NkzJAn{t5-kk!H??~EZ;foEzSi7|D*C%{h(WsIaF@qR98rPDfF6?kqp zhP7O*fEhUIz4)PG$UPeGQs0CQCmHfbn(68@f1OYAAN)5xGn7Z^uVe;H&wOH6B9m4D z7Vi1&St134)*NnME5nOEXMRzTnwb>YS3V&v#2zi(7$mKj(Qx6S#2PfI6MRrW87@`z zAb)Opd@XQKZ-D5T5YH+tDpk?P~{%fxAf%n z+uE<84v>&Cu$CU{+B5;F4|%Nc{zCq5ES%q{stHa-g103O%zbv>uegqo(5Uv=FtB+?#a#dFm8H?OX9>Ddl z;}GulQ(X`Qs1dMNWN2C7gs)4X1Nbw``}6y)G`Nd%ET*)ts4;>S=^?aQETo0Nmj{@I zr0STY=KV%U!b7nrsUoI?FF*Y%rf{;a96z`5)y`dRtiyRBgWS{{tpODmOrLj0g$e)nke-!LdCdOn z`jPwC!qVcQtovCq!FrWarx1e!-a(Wh_@B2nF+H0=?&&Z3|B-Z#0g?T08_!L(Y1?eu z_GWIjZQI_A-HfTpwq2WT+ikVke&+XozHevVoH=vubL;wCPA2luzrp$%`qBZbAO3OV zxcDhVS1bY+zj#woYhVMsjF7=g+f@FsrI1Uv!%!te!klNWKj7%k2jFtGZ?|NqiAuG# z5aK*ne@Afaza#fP^_M&4a>vLDV!e0btIeFu)tk~Wj+8b8Vy&B_mR>uC&!GPxRfTMn zEnyTq#|pea7gzhikR3rFVBM5J;k3kw#27gB*MOUd>%y1kxx;bqxx$duPuS)LGQhkP zO*Kj7CwK!A{4P_2D3XNwPe|mzB#})6n8QX-oI}7G_##SANm`X?Z$Nxs29YM=A=>g)ob>4Vtqpm+TCJR+URw)0&{d>Fg-fee z0-0Mv3iC|gafG0eNc^ zj0@DNl={PqW|sC~@_vVN7trPkECGvxU|EOBw?71-O8nKpY%mJ;YJQ$*s56kM!7>~Q zjOVAW$&RBAy!J6DaVXms;m?W_WCi<0=)QI`%$cH%i7E&NQ>h$Uf^*^@52Dt?%oAWt zOv^y&T=&2GLhOO@^WJ2L5t-lj18+-P{~&g=H7EN9J*&XnmvnWw1)B76R3 zcU_Al$v&-$RgfqGdcyq*<+Lo+81#?uNzsb?6f%hdqe^w<)nzDwK91}G&OqTI@&=cU zr@-^I@iV%XMIVKRa=6}s(06A6?_I)_RFU$6(LAC)I3hFg1D1}&b*YDh6?Sq)4EwXq z*_i4d`rb7y4A!(yZJQFZd6@`A@os+uElH6&-#VVPxJ_MWy&-zrhnF%k>j5VW%7vD^`|ERZCMBEvxX)}V>ra68h21c+l z`Tr@f|5wRaGWyBqEug?>ooRnd|L`p1u<=J-+VaA9Sf1_6!prKYRNQ?#LiJ61r8@1g z2%SR6}~V3Ce~D}y;Zp33vQL4Z`0(kLN)VK+ci^>@ZwtQS57I=;dDH|7l93agDvXmvLijkQoUASj2C67-MBQoLC zl5|Ki8Gg>U?*p+gSKUMn84b=k zmWvE}6*p|`gNO$Oj5mV2w6S|B!W7LVJsvU;1Zm-(O~qycON-0C^ntBK$To2hY~b>q zub;%(*cEco$SNwWRw*SV0!Vl;pfSB`$^uJYo4JBC86YZSP^{TI7Mm*ZKjdc{ta8R~Gcg6~h3VOdT2q?yB=5^n(GM>sFm7}_ zKGVqt(0MM83RZ&|i~G^+sB|m8&)li~o9LUwnHAYnYBB@lP6c?-3Au`TlQ3W)aC~Q0 zDifaqTy-$6*g?tuRDpc;h_cU#?2`K##Jl5iPD&rwoGRSBKgC z5+&N}n1f&`M_T8X@2a!q(t)02iB}R!TT_#=;agkJzV_LdHB8{jubl`Q91Z_TOXj># zlx#Mns%jT44$)X$8)UbF_^ML$$s+yvExHZbOu0{I*I#W;=>(8RkK@ar733*rzwz^L zuq|F6t(<0#9!?hk$MFj8Plj;90uVCP#+c(X>>5et*A)U*BSNZ;1)#eY_oR4DsWiu) z6W&ff+~3=4bT=ad-&@e2TrYK^?HfE(IYIB_W50+_)8m%|-jwxRPRZjPh55m9rh{5DmGH2MbOUE% z0Y(usY_LfSGPqg6Ln*o4=}H^mIfW64BEbpSceB3LUWvJ>o6JDX*{f=*>8Au(I21sy z6v|6MnM%nrN_*+_>6W$Bv^nCR;|$Svycna)`cL&czv`kie+)qrY^sgH&9o#=iLY#F zq8tF1r((cCJ+Ex3yw=1ZQ|8Z49a@V6UW6-{K8)im1@FDR>ff^i8VqB;h&vtsoHl;H z)xGH!qy74O!pr@{8F{e>xp}W|iDjzG+&kCd<0phiSKIjgp=@F{VcfHA=Yn^`?R>Vo zk}SlQOn_~|a`o#DjNdi+{Fm)zB4-0LRJpRx*db2<6*;}mZo5$EY193oL_hrA=+i3_Vs!$g0+(HYqV(75UYI}OQ zMKxI1Tul>>+e>(+03yRSE2`!;N;8sNv~c##K*DY8Ef)YZnilP4`pI>gQq(-;(Br`$DFfe zV*|P}^@7rqGuCkgUp4XHpZCp8cO|5q9Zz{D=crXZ{+gFpmC#Zfpkbj8 zLm)H_&4N4&ch}vD8I@STjwHsqJYSjrI`tUVJqoozjS1Ge3aF*EJ< zE~w(Q*7;HC=+H!j{|8*2vrN;3e4|V-lmr{V{b;pbyv+;sSRgKKePX5d53dq?zmR~jWF1I~|H4?xjVOolAa!uF zy~Z{)rRC%9$3|mqMWu)K^-tky`Ol7(r;s8opJSEI$3VlrSX+w}L1t1I4Z(J-^NO_? zMLjb9h%flyX{IlrAq0btqoH&!u8zAVxTmpOx_Ln9~uy1{f0Q*f7c z7if9a^yy7i@g)?GWWo&XC}G-ya-G_f4eTuB_(ha7s1UfBSILM3rYfo(qhG}AJeVKB zy-wjxvsn7Ix-`rtKhxr>`iO9otDJ6v-P@t%@tb7AJwR-#CLF4LjVsG)Aqg2#;X2`0 z^T!_05DQ{6RxMfAG2DpL0+jiqrE*6E1Z|VP;2r%S`5>jU#I$vJ#%X%6we_9F9~2Os z+$c%&U0cv&m_J7Q?gW9KydB2x?}kM*iG}p;8o4|hwbZ| z?zRIg#J_F*55Z?JM&5ajvf*mK#BYu8g7Xj>jGn0j+pAB8e>!H6{B_-ZELQ0GGj4ArD?$JuZT|2TzSu96F+# zBveiA;`me7vP5W9{wU;uBh{bIl$*At&=Ku@LOd{QvhsMNCIb^^5^3fzA)?jxJ1)Nn z@)556$C88VAwOBBDKA$tFZZQ>?Xr{LLWu`34Em52Y%bL;gjNx|tt3ooiMgr6i#vEE zbP%tiX_^;1P6B4hB`q2%gGZjs+l#TfTdP5t;hCL}XPj9RQV})Oz%L=h1{UVaBzE}p z6_@)F-1|Xqo4;w4;wzDd>YlU83|fLBfh;|gVB6`@$)C_F_Wg&{9^&?=__yQkpX|5i zfmfQyttWz!_KVWP00^UPqle~>^BBc_usXZ3lEnB->H6Jxoqql5;p3lCW8w2Xz72lg zBJ}<9}TJq-I^np;gVqrksQOg5;<9d*0wYIpd2c?O9KTMEW}W z0+<-H)9s#7vKlY2Pb-c*7E`)f|2qf>->ET`LF!AK;`GtT*Eue#T|(lv0Q(c$m%jzX z9`AKbL2#Q>HaI-SXnwR|RjkFB_K&ND_~KV33XQy3=u6!_PoGKc$6r3nHBs?{Fz&}x z;$L*d>tXv`frA>DfqF^#8q+!tVfZf(`DK5Ecj)Xl>&TE@e;U)GiV; zCJYB4GiXnC&lxmXu>*>38m>0-;k5p94gT!INM&BPA|GmyE&yA?{EX+Xh5RKnhsUY&#ZGJcO1^iY8lSV82tp zVzXp{7C-c}>NRch*kerO;N?uL@kXEY2dFQkj!`)^?l7TU zFY*iHyAOkO#k%1Xt}sWwcb~&W_d;u?sJ~+1iO*{u=&4Hka0B8fAgw~(Vvp!W#G$I;LZ)}oe zVp1dN=L{`t<|vOUbU4^K&)z#OKLfYkV-5J-tZg`2Y4~#9TMl1u(%MAYGBZEsYsSgX zkxJe3?+cO*7`%>0X*fT3AJmgxE8zhRpE+Hg6oF)2@ACW!caO+Jym8+&np0Qb>73r% zgluYk;?;)xD{RML_<%MRZIp`i86(d%>Izk>Vq*-0Cz{lpsfHHcAc_h2VFUdv#h%$+ zf+~7`VP3iFt!w4+cT97}ws^cRdwN5Ew^d-mfedDRbORv(pvUFJ%)(^UCj9cl_2~uf)j#2Zyl+b zI$P4m0G+fZGNO1>rQ54drFFEU?Iw>hE|t2gjm*<4@jt7K?fiU9w|qra@l_dF%eP`Ihe#IS>?XI%DnKe2 zzcMKfU(c~%-9B#vx1r4=^}#mSFFqa8lig}K5n<-Vc3P~ zz0pc$dkN;EeSs8QOXIe+LqHxbI}0^F`xywV9)i_S3lKFv`soIjx7F$ldobln!Aa6) zK&x6%d;(YQPXSS~T8WYpgCx*t$Pzj*0FFp#l~Mi6!J5%*_!{sNa=wPp?jb*}_Dp zj(TvBN#jP*ZQ$eiN^oop+Y` zV#<2H6>Yr*zrj#XbN_BVa3ZIj97#d)8ThcpKb2a@gdbS`I*`%E?z+D<>7CZt8&X@3 zSc>y~P*dD+@QE(p2tphd^G^Mn{0RNuX^3d3M2cgHn?5+MIy;ZmmQ z;@gGJCE9t@L)>>6@E5%itKnx7H8K#XkH6^)8LnhxZo$xxn}@y@At!F4rqWA!8cbYL z3MvPjOA!STiY?S_7amhvBL_)nymf>}b_(RSALhDC^hzyT@?U?^JuqYx98+{(e{@_s zGJlv=$AzvjCG(qHh0?|-N$2xakcfXp!WPE7&ukYt`^_Lj3%Dm?NoPCnuX#t@dMYA+ zIt2xAMs3b16dRtSx;L27S&C(RqAI5OytVU*0EWC{u2@MYN6zxh<&JMKAZj@ToF)haurjpRb?S+}uUYZO>K#!u0Us+7%8%mfW4saGeiH z@K=V94EtJ1dxW0Z(Za7Ow(&bt82L*(bD@d9zR+Ae&j>;GwZsu3e=HHX1Mz0Dh{^)p!C?jEr?sV03l!{Z{(qgp_B=qTJqYk&C z3(c`Fi9d^knyocZHCkZ>lJ*+v>Gj9U&AC(xj87WB;xDp#YB-!l82auBd|X`5Lpuup z%{w)J)hSQ85>s5`RazJJ+ueDcM-4at>Reb}*!G1W@YXOB*XC4-g{U-zRdky&H=i4T zTqpk+H}vYi5-uSqDucfvUdfv`BWL9--cAz#KR*0$1D8~HR*5j0bns1PS|gubOwEFDs* z4hY=A{ZEb<<*jv-yWcfJAt^z-TM?QnOs=|9y8h7=ddt+!k=qr!nBY*X|? z2SBZi3|NYy)d=%e>b5XSi-#Q9E5qr4@mJmBR_^*5VM zU8%^(Ub=i^+WON7u|I;8gQDM%_4hhD#z<3GW4gZ-QMTVt*^$5)+!-f6}S*Q$fo!V-j6U%e(1j z&GO3clQ%4xw)^`kz33g(ZQ6WzY&;c!FF-knOZ=3cin_*BSDwLtCHDbzRC)F-?A=%` zYTnq8e~qHZR4RHb_K-3bYW-x`PK(TWuWr!u(rwTOc%fJh)#JZdT`dkC2xab^%_dAh zU?-3$vj6D-K$Kn*EF8N+vz~;u|5Rqa(ckS>BmkfAA$$kDUTpZS3$_x`RJNTG-Ctgv}w5}VIkZ#?|u0VG_bA}LY~(IBt+mMijv zPj0_wy<6&%pwqprIc<3E_jsJ{duDQvQuSlLjCNp$u9oDu6lG(=x>3>6C?(0?2#| z`)kjN*EE3bTa`>C+@vi-6>I$+UGf>Lpr!jzp>_ccSYPph+35O$UYh>2M{cLvSuVbc z?1h^JpME;Pq2gZBfXM=zg3q`&C&2#w>{OXhFDoY25;IIg-3WWp$VT7k3JAUNd%whl zsn0mwG!b5c<5<7kbgtD?wM3AMPqX+D#Q*4PM4oUv|LSYZ@$)hZ%3?Z$kPl8>v!oLe z-nHO3q5mX~Y@2>jdpt%Vi{Oy8iQk$TKepat#iE-yy|N&2$O3;^hDa`A5|TTDfPf0= zj}BUzocA4lf`|TNwhpo|Vb6!KRPBr`lGTI%hseg$Wy^i`BW?Xl$LFiihI9VBe-W$y zpK8J%FnFlUmaaX<>;u;pqGZiv@yr5i13x}*0Rcyo+kKXXn;o%pwN5a3p<=|5eCT}1 z1?aWa4^DhE=2s+`VLXBW(J3CHkDGog0%nV03P9hrZfyAywX6tDRB>*d5Yb8TripT? zsW`9VGKsiLKhuH%IfARvH+3{N6qW)2&b~mA!9LLR{>tX`sE{#gqgpi19nSJi8k$W`+Z+4IO|HtKjIv16J`eqK-$Rykh$n;6H^iXShi6&#I6Z z{%R(Tc<2oD_|dwk<|0ph87Z=cCE$7QEVr0>pz?0D8t!haX^+^Kel@O&CfcEV*hOro zTQ8Zfm0hyl^ef7nxP{To4*eU|Qk^$u7zW!Kfa#X= zD9YO?ET+IkwEiG>=8O!FHO!!eWDbIlrRcCMhY@_+R*mg2YyU*dJWYCAjCW(7c+1;zg_HKUw(QFvwgfzQJ(Sn zFIEyLJfqp^E+-^-fjC!!0pFTA@DpV! zKng%W%Z7v5eFt?B3%@sjhI&3GB9N+TMqoCZoe0uf4>+ad(Zb{ImC?#suiieGK7r0G z7Rrg%H)V0vB7o}16wwNcH+IarBByQYi~g9LXT#PD#_h;7&Vv|8O7gZ!u6ahu4q8Bp z?9}q8hBwi{P$ey3^2MbtL`j!R`hul`Ky9F)TmGT!6f?6hzw&T|)aDu8sSucga1}57 zLTB(fNIqIec5pjMp}KU{1_$y-uO2Ixxfh55KO2Z@}SjduqR#I+D!zVPOv zhY8xEDU3-x-1XLOTff^WxC9UvPl~X_UtR}fF)Ye@O<;JeGv>YaO3NU5p8g=B`kAsO zo=%({#Q3vwem^5?MtT0v{~zND;~s{nLW1Jx)Q7Qt&21moQ^$4w3y|+U_J6r0wu9@p z1YIAW66elf#qRe9^hQ1c0+GKvGw}HeVL>8Vu~-ytIASWHXp!m?y0}t3-rwLg#DF%~ z>zWEhAxdA7_Cp*Vxe<0^hc!~p7l~9J(Mg+e2$e)eAjRAxR!owAAyWZJr&>fEtH<%e z!hU^2D4y=&-|~kS`jp1-^gjyrTGg5ICLZNV9<*ABZo~^)jZ_nENBgauipGG2FPk-3 zDzkKgsPGPWx10u}9hB^zx1U{q~U&_USON4gSBx+!h$Lvfa~h zXm)XoxFCvimfo7iA}_CE)XD9rbVnyRVh|V7@OSAl{pPhmDmd6n9`-5TXLoVmbu;RQ zKtb~h+x@+LfDxZ(Q{B#RbCqM@S#X)YD)?KiCe;hRheB7e^FaCY+iPpPztpi6Lw*xf zf2YQbV|piP;Uh*REVFM?A+C0?iTX;2v~bIj=Z$UK3S8Vq>jP9_d>ksQ?0bEM+EBTP zn|f;BeTDCY-maGw@304O{#PIf<$epBjKprn!Q@=?swDXm;RkJ^1pF^ z92LNu6_XD7*NxOqifT9OWVN7^j)nRa5(os=lJI*m$1Yq${+U=)w!BJtK`{}lp{;Qf zHUDxR(p2^qd)FM-c=Bz5M3q!psK5H2%=?>;J<#05_T%pN=LhXBCA|Bkc%B#`69-r3 z_OkC(V-_(F`GM{5j{yf;6E32O0csOnxm#?irUQ4kIrKNk8UJJ*=EYlZCaV{$!&~o# z9jAx>Bymk%V0Cu|ZNJK*4idp%ykB*B-47ED3I`e)axDQ>TdQo)#+)@gTH!AyE^Gd3 zudkc9u~k=P!KIpx`1(1#j&Pky)Lf}U=_%FLY6x%R?N8;Qh;`rd%NgDe@CtnX`-mZ` z9zOYn8;&4jz)ztyE#~rI)s~CgU;6di0Cj6UqCgXsLF~977I~v$PO@q(mtjA#kSl7n z*GM2Db&zf$?* zr$nP|9}_(|2z&Th2V#7FU=R=B2mFKPd8n!+JgR-FuMn|QzH{X0AGNbf}Jw8MF7KMRVp z^3&&)mcUxv=k~-SWw10gbQUwDIOG?}s&E%EtU5o7KDi>bO9LxG_aRI7Eidr^vp@jK z@nkCd8KFIeM56s`Zainf7j;l>!Jc)&&*7x844 zA<9AbkVEvsq7AhMT!m}-Wdj++t%7UJm3uymwKH3k;GfgG1Bae|A4jue2+UCt=8n>We|D9dnx&x8;M3H6 zO+?P+?xAKBUf%oGBTDoO46;*Oj^Y==reZ^|Jk$c7#a|K|;TYzec*dW2IQX=gZfasQ zSI|~gOHmPT0H;ck770G$Wb<9F_c1jHcFk819zG&&I7%Z-_`Og0-^pF;E&)WKm;DFQ zWDDWAPz2`a8IcaYKhWnBUXvUsy#8unHiK<0L`K-P1g-G@VZXT%Cr;}cFANw%(I&MM zO1@?kQtMv-(_>&3&y)b@Djs{hR5n&wvrIxz5u!B6-OTg?Wr>i{N*7z( z25rvnT^tjY^yV==QtkfVuT#ZsA#>JDWXR!5zWC4zbO*k8r%gAkDA*#&oW{Qqd%SUc54I2aDndyyLGT zZ;2AsRW|L+5q`03!+ax7idylWc3%0)L{}ZBz3S_79%siuuJ$egBSXWt4GYp_Nq?Kz z@-FA4z%9BbL&ddV;q|6jX8>$>B<}W7ZKEH%vkk|vSkF}Ae@Gh zw;$P|SlY1>71A!L;3F7gAQkp_y+^fcuzA5%4csuuprw}dJ>dSkr-;N>*CKL6gr^O^ zezknkV{}qzKTN?Ypck@{c1DL*@~_gEDkq@dsWahcY`vPvDhw%%ysAJPw5Z5P3_SoB zzW)iFTmajDQbz-eRL{r>HHZDtVwB5m(2BoFB*Kuv!1zHiNc!TB(7no`WXwd$5Dc6) zc^0W;joPcllbWiZ%em{)`5?kM-XL$n z^!&g3%#x7K2P3i1fp*kQCAUp*ee?0$owPTYAu<9Na`*JH!*L}nM%N=RKhZ=?!|``h zLqg&^9*#+PvYxT06I?)5V+UDtcL6=}Q|+8;48zz9#v zyf-ejbBt%8X#S$Ri=ktN^lxvw3AbKMx+kvg2k zN9_;2rw6Ey9>X^rtV_dKTk%G+aOU&rB{`18u>VpWziDQFCMp^7%mtEzohamzw}d~{ zBom>TNwiHUtVg<2Z56sg^eU5&LDQYPwps{Q8v!P)Hr7((Ud2=KK)kRz9fc2z9A)J( zHVyKG4m}*zW#My)gh*##)#AG`L}c28h^{$h6NNJCkw=VU_DIjiU(+J81ed8>{Dele zzhb5i1fHcy&L;`1<(>aX3Z3ZSOx^_h9=P!=CISX8Utb*)E4kR2nPba05!Qw$A?Egh ztB6m#*^~l#CZBeq4h4$%c8k2t+PlSppMM`P#Yj#``GMW(n}R=)n6`H>BnSw&Xyb{s z@x8N_yFb>tmkdwrDpj{Ng2(~jn&i7Fj|m};8g%@`k9v|oRq>$Fh!`)os85Z;8+_q{_7u|Aji&k4WQ4R8lR*C zH7olL)pN=(UwM93d3Pd+MoN*tnjH1v^;*h<2O1oU-R8uinWth+7&Z7weAa9l5+ymH zy?{8-3*XC)W55;B+foN{@37%DZ*obPrjKexMd`5p*OLfGp;(L`c+33-yx>>%LbsDw zIh=8@Z7`#CP0|!W?`fVo(2vAc*=Oek8X~AZt=aMY_p(3qr_=gZ2-f2=$%9OaN}-xt z8?-eBEz@-aRgsZjeDTo(^ls53PYd3%ye#@;Wz)W!f6N&qk=)jiY!t!-J@y`cei*`X z5Bphs@ht5c+DSW-+_vNf6RPLV&)!O!<7zHtq!X((=|;P7&vFYuC$-x1*#U!~NY_sM zySgrchzU0*CoN(ghha!GcRoS_f@YzB^T7Cl9$`0|yS53?`vR%o(eB>BK4{yiuifw4 zW4$M)8|n#sLbbesy^$0eAJ1LzkWOT@l+q(YssdI+SRq3l4x=cS?{y>?3$n03-I}o$(%q%6nBNoS?BR@ z%Jk{p@QGvVEDIPh4f^LP-%79!5p(s3QC za*c)REr0Px3C*Gf`QSJ}n;bxng`pS)YpP+LYC~<7f!bEhqgq&$XT_2CqE29_V_#B3 zyPR}Jtc#>vjTBOgX;WyGGf1O2BGx2ZIh5q=n@FnWD!wu;8#6(c)~R)qYEY>g+kLHA z(~s11`EF&K+DRXwamCL3EC7+KakF=3YY~m{b@@jlA;x>A)e=b~dRP}jj4GmN4$ZYy z+F4*{&5dIhoN+l8`5a=OLrDYfHp?@WEh0T+z!Gl52Wa^a9gjYzBZ?$E*?<9%f~lZZ^^{_K4el%yEu zb7E(Gv?xV^Uua=ccpi{nNG`hKIjs%tADQGA@NL;Hs{$TEd%C=x|9(it$+V?;IIVoM z;u1|pP@?X=p}ocuc~!%YaNtX>@KePqAlVCx!69ZADUAdIy-Z+taW3om=H_Z5Z2(Fd z@tgZZu+duQ?)|&|qHP@NM9Sq791Du z<4KfL;xMR*d7>;vOeuBg6z22iL%u1Ovx)$-Ua4}4@yt_XI5^XUs#!(S%SF=Ts1pl; z-D)ksL%3J*z3F+FuW_%c<4vuN&FZeFbFPKxyNoqxg*vJgF*ZwtY5;Tn*#)6Fv&#Q| z@n7NHKmfzzCX?~I23qADGb-Uz79f_)dOb&Ns?SAvBljW*ppJdgr`AX9RIDI#2 zF~J|$1lZk_1dv-#p-%t3{JjW3Wr*VLPxr8k0iNoWm)+W;q&=^7;^Pbtm%^8!MZhYC_pP`21Db+P6`YRI}r-ZoJJoeq> z&UG)YLuzFO3-7opcG5$59$DAg@W1}5g4BjzW4f0GdoD=+J+vgucFv?j*u_O<7tl8k z7{1^MkLZ4yk&LJ-o3#rsMa#W_lvDY01NuDPe>wp@;Sjxq_}i7KX`v_dQYVrSB=wXS zP%}L`WYMH7J~1>vjf&QWbl~d7-dyX%4k5fl5=+F(;kL@ad?84X#ET8piaGly1E80e zaYEJ#ouP1UBMUDavsvl#dKyRFzhaDt88o{qj-*?%|ERbpS)RAqV4YG$TnZ~l0!cAY zwRa{alrnCa*Z{2t!i+=*PR`9j5v()qpubWw=9b-liBV2E;Ic)1P=Tws7k+et4)ly6 z>C|0ALVBUCXt^IY6b`m691P7AD`zYU!-OIIz0^jgp&nX0Vr}1qLrFpE|2sCz@Lu(d zX2CB+sryfg^DLzgvS{HE_^mcZeI3qBbvwn*Zg!)%epPPXJl@xTlbN^vI>&@9Isc$m zBa%**TvztzD}j~AwoV!svFU3IBxr}$})NH@90 z@;+56yr%89S#dVFv|blqKJA>p-Ohi;rpdj_D}<0fU_3vaB+`xeVMXnQBbZ#p|U@x0eA z-~w}P8C$L$J(&grw>KlQ|E9YMlJU$&Xwb*r&syMiTQS2Js6yb@ z14I_x31(AN(S>9Qxm2$HtuymME_x!1(qV>eP*labE#a30kq0xFZuTw^y9KJ5(rdqs%K`f`?}3H`Wgq zMIDnKD}l}UE0$L?^5EsFBg2Ggb%Jen&I@TSTuHZ}01vEmeoqIEI9@xR056Ny^G7@S zVfUDbL7Gbsd;7_1SC4&OXuZ(W^)s(i*ia11`yXV-AKS-jb??B{x(C+4KW|#=o?3>j zmv{3RFEJo0It(9wS0|@*g3hyx!;NW_nl;<^GT)IwtiffJX1LQwdryXY1DU;%c4$Gvw)v;;}1KP-+qjlG>V4}ZtitU{Ci#K z{!RbHbC@3w`e~)x>IiB0w0;I2Qs*t1;$$T%(*j~{5~81s&I(Bg%vN}hwSK{fy8GI5 zTuX~C_wQg8*h(#59dd66H5IHvbpuPvASJcsoxbFg97MY<;F$~9v#wQrm~)F~1LF3P z2@GPKj-$35&(mMAnBk`f(zT@;Kqt47zs+qBkZGX2r#6~q{zN=f?R6(?NBlP^ zP@yjCkcqvpAMmWKpHv2L#dFVSpX@y848VZ>UB`0 ztE%{8t(RpYigLoYu3@8qe(k{+#}Ag0GV-PuRq@@Px$olk7q+N*&anLo z;_b>ao0m=0iawwC&oKp1vfqY%;+c2KKQruljm2)lJQod)muU=KQaCMxn~7D(?wGt) zJ^24smqT6Dq1`Ro=PEvuQuK5I`ww~kgKHCF%q6wTMgo{-gj8SE7HcwhA`)bz8Zd_t z`xa4Pk#OA}dU7ELE2;yiEyniH zbC01RMwQWS2KZWR>(#3**Z#TWP)%lV8Fs&4JMRB00mXgaf;sRPVP_hNC6QPlbro8R z=PrnPKHvTv-sHIydv!WvHI9;&cKITnmH3xkntzH{LC^*9wMO_?6q0muco|;Qi_h9+ zMtf9vcG-)sGl-`4-#9nv!Ux+HC}gIcEZBXj*o3`VZXtQdqc}v#w#9~p)Z&I)15Ky< zyJ>#k*KWnH~u8oqjMWYdPGzaa^7g8o8{@8b?0OdRnWVb#^LpK~x z#ZPXU(3^xlZMaMI+@3jO?&J`8ryJNmus6OBaU(2;2Aqf4uT0EeZhUph{hL+~9(DhB z`f;uv>o=whH)?-9|9cTjI&ObzuL1Q=S7WsZ6T&Enc;N-Bh?vDC1+AW1wUnu$K}`nb zHLQt{o9%2Upp}Pp^UeB+qOr!C#xOE8(S$UaII;`)oEJPjm%LMVznA&zFYn8v1#(du zM6kgmliP*wpur5TdNJt)1-|z_?U6g~}*uof?5mxe}Gw=h`F^38$MK zx;6CSxj!jx>xoJ;Q2?yEzVa#gN&)3fb2Sg0`u?|0fCftS4zYu7pRR-8s+0iM&t$R; zbrSD&wz%&LBmCia-US+M_geS~@7IdE>%^}fcC48#F$CI8Nvll1wET-(HGYUZ)x9oX z?fO@=UMQJ(UQK?!X_OPs#*@7rD57*eTMCC$zi%9W8O%@#C=0j+D7>!}3$v?7C%Z5R zHil{Tyc0p_bcuM|@BXbZu&lJg#JlzwIRGA&E}1- z9_o}%e_>IXq6PEfrW&!-T=Bj@!jUH2fbw>3DtY|aM2Rw(x)KG`)P~38GohgQX&EEd zV{q56c>mgTo!GUv_&ZMENBbb~QJZ`2q7Kt^6UY_lD3#DVajt-!y4w4w@YplC(dO#J zCjuWa56>iXzO%#PPzszykjuzW6ijxvT(<&8S;SlT&^~?N78arB7u)MH;U2CJUG3!T zYE+7X?-f6k;goKJBztG{tV|ej~L~;84LH)RKkvZFPrtHQ3IhzlS8Gg8kKpb z^pYA=eOojX@3y&~;=SjgXx*haGG&3-I5S}l+%tR4Riw?n6L-C+Yu8^w<@4r1|Ivr2 z-xU+qii{GE%&4cnX5-pru{&BnR;*cm;{*fjax=NS1-PF6;F21AaCnCpAJ$x^2T`EFy@$Z}=?>)^gq+vYid{`V z7AlNrjKsgIu~zOhV>{_LK~2B%oGXKyf7epqT4z3_9mEoOghpXPr~BAEe#vSrVZCy^rgwYnGElXzx!w1h%L<>#o|L7RlxFGfZkFy&L6Gj2 zPGRY8knZjV3F(k}>6TVfKw9uT{?0l456kD-`?+W4n(th*8Orc?^>Eemu|By?B>Dr6 zG=n80VphG6tryX9LOsB|7@NoPn4Ky?9Ke3jp`0hu&{gN?p0h@jqDodY;)zjdUvtxO zE6hPR!#FQ$=I1n+a$<+QC-QEmIRb8qWfG6%NS3{=0;Bn&bg}iqM8cgrsdwOkiRh7U zrn&WHTpOnBn>7U-rh^zNd>G=W5?<^){!hkWeE>vi_E4X`8OeCD)2wS)6!Gl}3x0hz za;wGJ9Z}!RUk#>kqT4U8_fYzr-NB*7H=azd*@e?{Qc_1isRvV~fS(A7!%XRYQ$)u; zs?B#{&AgTjY9;ZLlv=Oa|N9Rq+z)NaUso-FSc&Ac6Y(jiN(YX2LbmWl6GJ4I@D7__ ztMed#T1VQy>L4IA-xWiB^ei(oyt(0QZ;9d$BV9!7>FAw)$U`fiTCQ?Vc=E`QLO!%b zipi*e7%b{9FUT2$A1sKe_48xv*wp;M(1^9vQW!QH6x^B}LKT8> zne-x7IyDfyyC1}fQW;V1BGu=)t*$uxil@f^6)|Gx3xn_ORD&S#&qm-E&g()n7Y)e; z+WiMoSbEOBe{Y=l^))ltx%ONncAhP!5vQ2AISc8;T1*JzF4#%Ja84rQD`^UTq?1~Kmc(1=Kimxn5NBzV+9!WFLNRFd-dCBe)~%3OmS zR*zZKwlRsCIJ8K1e>YCr>ZN%C5|^3Pk~cnXG=qQpT<9)%W=D0M%0s zk+YU2n~RzITp9njGVadU{!?eJSqPirYzA~1fwNUzz4f>49N<&mwXA;~dtWcT9N5Q> zJKpw4n=Ov&u~QWM=gjebR^HRt={#UX`_90$n%J8aYbepG|9^NSgzjOc_TO(G( z>{*tyW|2ibohx{TOo{KlzBg>hdYID5>HWXdj&P(Q=s*(|e^o_F4(E})<$5|MCv0$LC>Ac$VEyinIPzJ_=xTB zTx6(*F;Wa8DBX{tWG}QF0)u#s>Vk#4Y)~ztc|6 zBNI)p+*QC^Cyv!jw8RgP{0upOo21?9I)4Hi9@NHk>M$CmNL^iJ1hYJ=)`arP-j%Ir z2WQ6lF2qB=F@t>R-DKfp;79)YPdV8xyxN1S30iKod;U7nmpR^&JDn4P=n!i{IrRqU zjixgcFP{2jck6!1uTZGJ)b&w+^AN&opyRUX1AnEmui_v2%JG5uEb3~I5I;;fz&Rn! z_V4O;=6s-?2OWQB1IBP(CZse-JvNKu z@$xl3bBMNRXKIQ5%NHR*LBTjoXh|gA64(`Kmr!;UV?GYoDn}#3t!8P9Q}AINO)w-( zo|HzHUX2MlpjkEwWVqH98_qfSz+@r6HpY_hUg5N^J=n@xU^51 zZcLGXxi_hD-5*Kyf~!8Av>BCwtpIY>-lAOG#tTUqbS0wYKZ$Lz#wbd2_~)SoSB;BMgb06FIRhF zSN99>{ly|~J(H!l#*>Jjtbq)cJ?O7JZDWLY%G3Yed+&kUZ;awZqAxW4)C9gG#cC{_YcIS|1Q&S zx&G2jMiTEMgBXxfri!5!lES?++7RF;RS9s~|cc9JIt{d9a&V>S|(W z*`50tR@Z$p2pIOuQnOZTJ2>F=$BNb|^$i>g~H!em*ih8Umy=coEZDFYt$oBS->{A)=b z9hpI5w0t1l4dFENFp`6ez5=-K6NHY~e^@P3AO}zMAILyPRL+mbM!!xAL}KvBGpbUv z*51BYp`IHvS#nJZPSUF4yTNf}XAWbBG&3EwHh$rXE@RX8q#$stsHpl7&{Hd9yFdI} zw&_}VLm%$fvj&)c5=vYE1y>76mK=|l~|7o<~Z>?dWeaaO}@H} zWZfL!7ee*0E3q(WcomSwEK-z}pwXuv$iF!nC5#<gghemDsY?=KTHQfpI7yme`;dWT%f#$@*Ciep0 z(E-Kr5|@b|k7KLVVfH#@rw6eyF{Nhi0gN*PAs1^a<2sJKP1gdS-pnHUo1bz7P>>?h zT9le>gv^_+vJOmJ7gHk&bAV>nNSNccDe;2g?WmoQ95MOr&sH@nrymr`P5!vi0&`vJCW~)!xl76i$n~kmiJT*effEiR!0|uxX;DHfj-kb9Z@5Ua57Hk z!Xv(Jp&Dv%c^~K{GazwJxTgZ{SCNl_}jbAO8+OaNVCUugRv0q34kP=Uy7GTTrXC0Mks;I#e5ru z@Ev|UUi>zxllfc%gppbNlj#-LF+4zAI-H9lYlbC_DWMlZR21?Gog}*6UKkBXy!Iawb<5WPJr85-qW1W1<9D0#InW;#M}@ zDrPhiA+7YD>-{-*3BWRLv!hy$0Vlhu3M)4&B#&I}=xlhf_Zgr3$H3|6rEfEOz>~r+ z^mc`y406`aR%j&QetNuxyFO{YDEA7R2G>kQhjy)W0td8;tVC25{CRpVK@NO!4oxoE zyKHVR(~9i->n)LZx*cRx&B3F$V9wi+L6Owf-O4=V*{uFb!IdA=X4GR%*_3Aov^8a} zS?w7(#FK(fUJni8*6Xc8Dk~n&GEHNH11>wX3yynJIlnC>9KhbtR;!Tv_S8ikh$4tw z(!J5;;Sms@YPN{~jn24t8vJo>+HFVDS%#ur;rc$;!}?b*&A1UR+>Xaj)*#RNXJP64 z)P?cF<&qps8s#5}F?8et{K~n=8ugi1Pc>fOkMrC8OQf63OU8>Oc97GmORAXKhsMU! zoP$LNJIO{9J+u1|O%g|~zlwgU{HD|Bt>c2O${BQ4)x$506p0$z^2PICVU4km`v{i+ z*=)9D^#;2^EjcGkrz=&!2?|gmeks=a2*G|N)^;Y6F@_w-LGJ#M_jUpR#(tOFs3C#r zDuQQl6A){tm`(bua+Mxz9KbQ2MnW0c_rZ^5KvVx>OxiRMUs5ZqF)MV=1TWdWo+)@# zKP<^30bcO?+(y7pP6xl*Sw{i=kaD{(&kqsbcRyhY{BTxrl@`bu-Fgh3?r3H&gQ7 zk`$d-Dx-}EIi!-n?59p~$U#ch3{Bd!UyL8?laN`8GjAcNtCGuBgx+4emp|t-2S?D# zi_e-vgYt6xJ&hO^Q|v5zT*g`;N33SJ0&cEvMUZ_T(J3Rfij%TX2kwwgi<%x<2X&)S z9KF)IiUfDQUKWy4>mhwnhBw8UaoCM{JB7DZUQSCqRwC`qLd2ITD+(bZjy9x#n|Uwm zL(M+i{}M-jH1cPjj`-q7w{UBJy^mK|G& zm{e}A`dW_k&^eWF*kMOfc(K!<jb*J*1dWURE!b}pGP9vL4N`nxfS zlvUB$gZ*4$tPr9jqZV#SVCY-OTL8fzmWMdB_#W=E8!}IbgXCwJP!JOd%!bVQ6z%ZCOG!+oUYHUecFV z0Y#5hGu|vQ8$y>atqGUDdkM*{0;nDbLK{yz)?{w?4mrZktM(3V`9Y|Ty>l&7sKnht zXH*Qd2hoyFK{Dd~$ec57lsEp;SULC}$1}UPZ}qS6&k;1Mh1$CQodO8av3?y5sDm*> zEyj|{LJm{vgC$RO*Xr;D{|Gx}*43v-N&^zrAq%NFP~*DU!_gI1&<$O|kVF0r#h1VL z{Tf-EKoc@XT@v*5j{EDUCD1~1W4hLKW7MwEWe;8jg%E*J9CLd7C5}wo7?PO?ph%>2 zPQKH5iStWxiXN#f!y@~ybO7Sn7$a#2)hm71tUx&_%!eoNHl|6EiA#CteX}2qGu*#< z2Khc;+7{yuB67X(DWODEsTn%E4^^lW9(H8#fM~bZGq)?ZP`>ARgfMmM9 zGo1N)BHU7Cpg8hL2U7}CcQ&~$sw6e}Cyrr~FO=79&+hajXV@~mePL0szX#{t5ktFQ zxSmwB+YccQkCwE-#RtwRXck$R(T=~3Jvl-lK^aQLWoci#uXXLMfnjq(pItFTrKDhi zKM`_9C{OVlmQ9@!{1V)}LPTy|>1zRY)118C2*59glFlqHhJpZK?|*%Atg_Ft_!Jp|^7c(Z;mb36i^IGaS`C`~4Y z=n}WWpYC@11hzzhPOK{&R>SSgGe*p`r_G55QH2_6sK%NC^Qo|Nl?OlLyI8hdN1&xQ z5D@)+UOq$qzl+WRsfZBnKjRp`ek9Ys?yu84bYP!JJ2dIq`U6!wk-Tb(j)=YZdYZ+% z?K;Nmi#gTEUxS%}sKIxslyZwP14+5IbXC>b#&RMRZ_L1qhlS0AR#gSQb9Hz;lZ;i? z2U?24^&~KrWpsSBLGwVFqH@S08wET}Ws&M27h4rP$_MHJbGZ2JMqZst+`0j}x{6B; z4s0l23Q&@DedBa@C<=-F3$}FD?Q7}{DE1GOFLT!3xUBXo zq(ZhT9;K(Et!l_9fvAj>v4HHPzQB7GbJjy`iDMfH$`^fe5&5!x*1W0xgHDx_y9Z$AH!*=)pXnH4h1Slx+odQi?7M@2tM<^q}yq@cDvz9l|a zwXN*sV#4=72ZJ+US}yS3Rw2wV)z#p)1()zT!C2%ihS_T0H|c`rXY#L3+mNgH$!c(8 zO*DH0+{Vh^&FJt?4Zv8i%7?vMBAD-guMEzyFmQq8-j%Un+$WMR9 z-_Q|6{tg^r?B5X}(N}$?Tl`;PXSVgf$Z@C*A2Qsm$+RYC$F*)?`(04Rx&ci!GXz zwdROn#{{6{M~^TbZ#jU0Zn@u#)2&^{5>~yekEPJSe?!VuhcTA-(1<$?y8?R#G^s)x z%t6sPwPMJ(O64xC@v?iW*DR05s1XaVGuwNT;!vIasw@LWdy=ORy-YMibNZ4vl}iV$ zFb!TQ$vMM|?|0t8EcH&4zzM&~`ZI6j*nrH0OoeDJvL2}xZaA2tOiiw2mmTnW6YR<2 z9Q5pD%hACTBQDE|;Pqe3m18d-rI)A8m*@4N4qptzOjHdSavP&%5Mz0pOArsg^ne2( zYJiE&r;#+#77)fof^X`zCr$3Bp7Gps-157Ze~y#RkYacIy6B02YaC|)NL|{NU+#Kl zJbd2o{fH3NYN8yP`!F1HRV*|BC4i;o#=dJaPEU0=oGS$4xig7S_z_=wOuko2xw$M!ii(5El*Jz|Po&-6Kc6qCow!NhQ*_Q6~0 zPb}?GpZ|{Nf7><8Qi%{bai}l|%4js%vW}G{3 zS$tR%Fq;LIN&-7Ev&nhbgSY=?KVR|a_mc|rzqDU89fDEZf^$o7xHTquwjbiSITet1 zla4j~tLl~@2Thn({d}MjHJIc~G-N!Xr7O?(i{bFz=OFYkbViUbE*@1VhBaUhpi%Y1 z5lzbUZAaFa;bJT!C0iJFD4xHm%Iw2l4@%X70D<{S+~!%gDk7Zdo88O ztjdFlp|RI=kay6*#>2o=!&irTvHUe`NpRK?{x8T;HHtLXn<=-0^~Xwby40jIfM-sr zr+1uemmAkYGLy6095G)s-c}YuiE3iTQ1&RDdMr0-1$}HLZcG`Myw9{K4uyS~cbjog zUWA;9IcKjXw_)&aT!ha=HQc{!N@AsI=M{cAmigMcJpICnBJ3t+dtJ8C)b%^p?u@)C z1@_^~Nfot+Q(AQOx-q6Fg0Ubh-kF{vQ!&RDKigufucrK71^c{w9y66QaMX8tmh|1; z@#Q0JTy%6n_SO&3o1v*Au583^)FzxE!5Q%tkKjqqF)U#~;S&_h`X}y=K(1iDUTwNi6j(4u7EpC)1epB09)R#hLVU?j;V%CF|_}_ z5%2zMkB9TiKy@;SSR(OP2Gh~40+q9yP`#)m2DHJdcc|Lp8j%X-EVtOPuhu~zf{RQwOJ=i0ktAJdVt_s92A)fz)n&g2-E{Dsg4H~#K>1w4J_+kE)s-+fntd*l1ZWEG={{y16@%=|3x;sb9c2mO)E zDpWn@aM#i4g45A=ytCN0|IBz!;Ufe)J?0r12(aDtvH!?MzvVVrx0=-Px=_}QbpBI_a7tk6oP2OT4( z^tbRAz@i!9H^!q?kpqW)H5OG8hflP5XZtC<>U*ksSkf6!S{HJn*#!qoB&xjsx`<8{ z&%jzF58aqIvSFsIMg<_=_J(ebD-LJl2R= ztVK&6UvFPs_qlri^V5{az|54Kw!Ukx2FX5r-Zqa|dwYYR&AL6M7$g727YaK5y~C=y z--F9PMZNja%DTtv96igr|7D`q;s4T5fZSSC)Ps(jF?@LQ^=nv7)(w3Bo`ucy5O7xZ zWxR6+MK|v!o_|&MKhwY7V)t>UtU4Bc(tu;ec{f7yLk6Q&+U+?nw)3Yey2BVu^<>uw zYybAI-`nk{?uL;KffcEyJWJs}F^NK^26280ixNudeCP0WQDbOaaE!i+Dcu(gNQKb` zP@+=Q!OEl&##zSJ5SXKeQX0@aL_?;M!IaW#d_$!gC9+_S4@UxzC?AA5c>R%>OkquB zeXiz>StDWLJkCLUHcaQBcE{?u*tWoatnIfTic({0iErewQ~wjwpR-HjSdkrn282n? z&@FSFRa^W0DjcN0Pjz$w*JAg>lT~^(Jx}_{7Q(=%m5xiiiN#IfPHVm5txIqMbjeC_ zs_(e~EgTB5^m1oyi$gRf>_;zV1%`~Lk?pC-gy!0luY?YWkKdhff~bfrsSiI;DIX=Z zbH^LReEjL<_ql+e4!Rm;U@Wlo#{Mj`_wqu*BI#715pCEX&cAYWvb9jiuv@ z*rGYxOtxY&Y&PrKp;hi0CJBND`jZD)!E91R*iYX~t#lHc`kuHfqQj%5I}sS`yvY|V z;_Gu(iv=TNQ^%u_5lHjK?F(x7%<;0QK6}GC8#(XI((LLy^_|ZF`>SvJN_jA*e z)$(VfbJjLbd~o0iYtXN%9{&c6*!2G~Lqi7tk`oY#R;?$sif?p!fit!sv(}ICD|&0O zqLX#Qo2I#Px8BAew?Fm!J|F2+3`gQgT50eVbQQUE1F7vlds6cn;V>$*3Ph{Vp%ULU zz<>}A59d%rt`k*B3=ax*6@f30*3e>%)g$6a zzszU;q6~iZgsH^oN061+Eo*eF@)5vz3kAK7n|w?ciLxKV+rw3&31H(X!^~cZrTqqC zDPQmhgvN?;uy$AaZzS+YRZ89z^_>gagZZVmbphbqFx!Fa^G#R0_Bn&w(5Ig5;I~0P z+g8S6)12zg!#zlM`4ljvNWZ;yABtYrv)H6HZ>-yE5q_Eu?KH)w0&z6J`J-_gh7-VY ze(;@}Nr{!nQ`2Pnkm9-3xjeJzTcvWf`&>Uwp}X~_3dm?%x)j?Tx_*WRuT}l%uCj6; zg4RF!8tGK5jA=D=*TqQm`MvG?Tm7ojv~{&hoU<{&mAmT=!m{VR?>}RKQ%rfVGZfZLv63b? z=Q;{aZ+1j-S)UKtd#J*){tCb-XZh^=mXT(+Kh`DB#XjyRw%SVR#UTP(6Jw#tA|YW( zsGwteN!t4KjhIZ_{(yVPp?oGh+_YR&Oynv_86X33m}rb?9|wZ72ulX=0k0$4X}D2iigveM@n1-hvuIcGp|&YWrhyB$58;=70u=w9 zS@tYJkYFQ>^5W6D`8WcfS$gqdCpI(AC=T!>p9F*Gp+w=VdXbp^SmYA4_*w*tdn~%< z5i0Tf)3}lF1g9uzC30uCOgw}oBsdjmrO7%rw_38*T?8E?ROznKDGEtKUgm7NVc^Dh zaVM~_&-^gB;Oq9DEBzfo;#7O$;;@Qm0uH&T9cgBrL9_zDt<0<1x4~2K&dp_ z`Nm9q!Xl{Z1WoGA_tW4<&p%^%Q-a&2%)g0}iy&tvVVo}=Ca1h>;v14Y+#o4sk=`f$ zDfIUZzQO+@@u}Ko3z4lds^I=|PI^K(z72TNiZnv^_2{eKP15mMM-?L*8v5ln9{oh% zkY;$ejCi7ltIAKz5R?pM{fBzX#|6ts& zwlReX(Q*GfCzH>$Fw^;{Vb6k$r;%rA_39&AQr&nBkMNK86F+_4dq{nq2=}%13*vaD z_56DiwlJXFktkaG>3g|ha2EM|Sy0;Y(7z*t6=sIM=`NB5T1MbSj9}tuVzW#eX*-s4 zJ6_{2>6;PZC2Cq-)O5>-_gj`r!|a>gMCNNU9Tl zm;I_E^PU`F)|Asz#&mViOJX@eL4MM*Ndm)!)^Fg$G>5&~C=GD2wgEO&5@r6yJ_m|aJ;ONmf22}^#G!1U;7m1p29 z1D6t8M$B~#3*6&BWDc&YoD0bkuPP_cR&aI=fv(rkBR#0M0kezngv z`5c;LiEr`brg|pSa=s8nN?7v#sQJ+4X8vS8owMbAth)-aWgXTF(J>3Cr$C;5vFPt3 z0tZr#6K+(OoxgJ&>s2-%=yv)^$R(OCL6ld@A7@ZBd>OKWoqEQByV5z24HZ<$ec2>* zJn;Epyfb3;K@KYk?JuerYunREqqp)&F7tnC+nstHx?I6Waknju6{GH&t9?_kN!7kY z>5QXgjb!+8Tov7idh%rlPkl_5C-&;XX#EDfqeSiMjlFp^Tx9$rlM7aV%4w0ssFhL$ z9mT)6ZrH9j;lP}g{^iKE9AwZ=WE_6!cnHjz%f3NX0Q4DMm6f07o4y!WN@GiJq>CUl z$60*c+bE8k%zz;Jj0?1G4m;Oa98GokPrr1;)}|}0UFU@fL2?bo9!d6m`5xRP8+yP= zxr$2l3r`>Mcxb*ilZ zoQg3s$S?z@la?u-&?M$C^T$!xxHEsh$Y@ zRi0AKJF>mZxULcVAvri7(9XL#3}LszXeugQL9Uq@K-rmArLK8Z1fnx56A zXU(wM$q6{@sU$F327`tC#Q;qz`t4RP^HXiO826GC6(A;^tY@5gH}AtAE(;aig*Q8D zN+$%wYWAv=E1ucW6*zNMD;V|$_vSGcS8*IVS5&M??609zp{QG-4n}!5gj+A`owci( zoQsi{`7tFp)ay6L+icK+_npz#?t&2aKNlxfM2`f`tg8gSA3bZq7T`WVh1KTc)23G=7uLFd@o zH=7ju>V%4)*H7wsOKHSkS{{^&Vkxn(67hf5mhsEQB;4kf?v zcU-WbIdu^EcMRePFC2W)sU2aqa#D1~I_6Ecv`-8Ij{mL^sR-aD51-Vw$~|@4^!Pw9 z9d2#vR7YVl@@i!kc%(aa-)&vPlyXRrOQ1kItK$LMT10Kl*x<)a z-h-yl#vN_j^B*Ly`_lLOd6#`}SdVGYzU#`Dta&sj+5^YI!O-nX|jDgikNM;gsf0wL0 zbMGHKe@l_mRJZ7gp8m8MWa*I?j5LS9{i#m;NySc*s+T!)r!`dhFM$wsagGxc6r{~c z&HR`{_rTahVblEhBD$}-%{Oee-(*6#@xQ1t@;#ru0}?71V$FyT(@DW?|({#C%k97TUx#@nG$RyGvB^c4Z#evrh%ap9w^4nb3+G0ma8%} zz|FKpveGe8ZfET9JKG(!xGOq~Uz@kS`+9x0+r0^m+t95qcUT{0t3z6AA zcJ!74lbb&u{luk99Vm9d!{~WNYm9kM>`7*rg_opyHpZ%}jY*f*qm69Ji2IGQPUOCz1mRhwUl_*h^ z3{RAW5<|3UZ?ivJWT|Q0g*x+QP$l2avTotA)tg+tJrnnT1B`UD5GQL|OC@yzJ@F~u zN=Fam7^C*j`<0`;{(`v2XyhshH)FZHodJYD9#5jtLo}+Z|V;Jw2v%m*$juY zw$|()pcVzSF;PlSzq%!r#_!b%9vi$z$BorwSD@7vLp{JFv9E%FKA|O5<=EB$`D%11 zI7KurtC8`1#MhctP8U-uA5h-Wvw4)`CF`0LnE(7oSYnt`p%Q{iWf-eDsx9;OSW$H( zgc?YQo-`c#|CU?${ME;**bmQx=se3MNkoDaC1hCI%2)Hpj*EmVZn?^E)PG{%2r89* z_)}ze6L!{}sT)#r^3w{qdWdswKd)OAr*<55Injcj>DGMo_^LpPKp^B6e`-2bz>D3g z_p-#V!lv=sz|`A8D#BUr#N&NwHRWZHe{%FDa#bkZkdC``SCQVTaoDqO64zH)yKA)^q+d9HHwnq1Tz&+~l zWvciM)rZ^s8--#BhA_T3{Fju-&nUb!`Cv*QB?U2mXQa|Z`wVcj|NXm6Vh!Tle_^Z* z6R)t!@sa-Lwgj;hT`||GTL1kHNhxn4sXjKVxs~@$F|yhFJ*FYBQ8spLAc!K@*cR12 z#%9S!XI%p8X>+twkp26>JDOqq(1>GMet<(!BdKBhD>f{ zSjJ*8t36lsyZdBDkY_k06%rX45U6JC8QSmgR|*2SndsS*TT9A6X^c*I=rMuVkczr? zu7Is8ag(!|8yGC3$A07@E$<<9#o8~WDOco<3r6}ag7cK+7IwBQ5T zXhOfC&GEUu30JIum>J1o)t^+C-WjfY-7cZ4{nL+$|2QyL;o?Pqg2?HJnRh5`lbQ^M zvGdNfu~;)gug^5t-wkL6XW4kUdKuVsi^yZJ_AAp<9IdR%LvNJGI=0*pa<2xlbG^6P zLU^W-kVMP=ktVS&eK?xKzcyC_^qcZ7L#=savXcba_i%JTjopiKBIb6;X5(PD59+87 za}^G zb~IZ@dB>^@mct2SsAA>^H8CdwQ#}sTph?LHcXlVnmgme&utux}G8N8&a0OXi8KJ!g z-90pSaSq6Dv0v+pQa^(;W z35?){ygT_-_q08kPMjx*5)r7b)-e6ISue*H~l@M@ajqv(>GsE`|e6e$cNykdq#x>9X;{$j%P($LV=wczn07P zoMwRwOWUEQ(=(49>OWgBWCFMIdQ!CMxoD**xP>O_m;ebVO~mE!Qh#KRf}_p?Qf|YYVMDwp zcd+pN>t19abnNr+oy5zRIvZF9LOMqJaM}@s_xGV)1YC<8zJ3~^$D(8yhnrZqhf|wB zsR>rHB21l1AF&MhYOW}}31@as}ce|=EV$;f%Z~Mgn^nLyuPI3>}@e*(^S{W5bn5y;4g~7P*OK2RF zW4eI3vVEeUy{f;_*nhviT_7xp!QffS1>dfBGlA?NAa^-KvcyV5TTS44d_B##`ZM-^ z%I98;rSmxKzH~9tJ{WLAj!4OnY@o?hNpBVnrnaD1WmO^GXY?N|U#N$qJ&*ZD2y#E% zF1q((^H|^V$b#)pf&9+_2d|(E-=FoRahvzZ){xZZrGhvN^?iEfiS20M^~ZuYtV{HQ312T^iWhN!mqX{%e7;H}#k~FR7z|`+fhV(NCNKTeDc-tQ>ZZifPT_ zf;-fZw}h_MEJ`PFVX)JVEi?1+ZWj+b>5B=ix^r=RVw zs9g`r0Gy?Kd*@$RoJibR(+@V8P+sEAxBV?xbSiT4{6^TEIAB)}RGXlXlxmU6(7E^X~Ct1|P z^<<#7K|cW};GaU~#iey64Gzo^TEV2l))fC@|7He!JF4%ka_MONy-b7gWF_vKp~Zg& zGO06Az}((s7U`Q`yym=x2!CkR#^if(qgf%|Z*IXiEnfSfV;3ZbtYL$6*yL&qzdZtf zSd$96W4KW>=Pb4GN8ytX4}Jkn-d=ZajQrnjCQzk2V*Wc1dy5nNCltw^)3kQ9OA<`T z`fp)%;PWUNOD_ZmCqBuMspV!t2P0y1r-;L$ns9U7VW`v>+R6Hod)DugVb-h&D6%!= zMHrT>aw2J{#j>X&Xw(|)QKDE?10|1qAXMH^P6d15Tjx}}RzlW64m}&!21leoFr*1n z(+Pg-y)czA@^J6x(gUhisUK0C3AFM|HLwg)IylHxI`}z*=GnE@zQKwBrts3|dWj(Z z^3+i5REfkyaMJe~rPiwoN|Y)k^bP)4F|fVRVi{uD^i*9zUQy>#MS%`viSW|#v~NFP zdm->%8e4Hcl;<)4-U-4iCXwPx$!&k*x(Znssh;BwL}zKNF9LtzI}80c_~{gT*z*!U zdrFGXsFc2`%waRVV(RKv{=C7NtNU;Fi{Qu8WI>8?@!wDGK$))tULRFtNIh%@(0*=+ zV`TP=ma0s9xA&Is!{S{zguetrYlom!wJk-To`W+q)wfUnuz1?g)(2};?HR6iJJ*L+ zQeyM;IrHbXGZoEf&l+?XvHD(F51f~pZnw7!C!ZjrLh4p?@w4_#Edw_$dpQ*ay!p*r zD9d&lWn4`6dlfxu!oIo7em~s+wz?lPEb-4u0tUqC1 zkDae0fB%0}ikmiP+?zwmQ1{fh!A(~-=VHb^mc1wh&_%3IZSCt&-Ii0Gtg1|ntB^44 zyg_ZW;p$orUG7wOsI?y*wt#6cIL*c(3NuD8Ka_JXDL_f3FZ>gvd6JeY6(4FaZjK)T z_^{j3AW;DAt@GtcU9eIyw>glF>t^Kr_lED7ZtI_x!_BFhoc^1~4=AOKnW(6EiCg`$ z2(QB@{M=&V;&ZrlY`nKzLBT;o2;ygWqNi=MF%l)og8WvAA3XVX67+DKF$~-CpK>L0 zMW77t4U})W=7w+-@%^DRk}P|beyF|&c>aNNqOqE7g-i~M=~0j;d}!xl`S&yj+6>yr z!&P_1V#d%i83p5#|76CI>`KSy2}0vu{2>+d~4b88RV@D_nY$ zxv`>ud6oqBwWw1#QmQO+r+0)7vRc2+zb@CWZov3`O_P%QY zQwqwM=AehX`z{KN>erv&_}4Y!KuJg8>(ixCtMvW|$BHXPaCxJz4USS$l9)QIR`WyJ z?g1hL`qF<6Z3{?6$Nqz%N$yB-V{LEXA-3qF8XZJdxrg+8fR;vR6sLE<=AlyPBLmpQ zL#<`g_S^5bqm5oq6LkDzI?(})tNP~{fFqS@>FDp-0k$=scnM$4b&}JRpySl^Q8*b% z9&lRf9Xi!jA(mvH&Jg7z(R5F%i!{n`5Ig%kQ%+Z83Ef_$u2I4rw83|FqE{?FM z6nv(){8Ft_5zLAak_K^JR3KF;l~>0I>T=v+BE9kvmd_RIyn2T2fnoTMG)H2EM_qvx zQj=eKV>JqBV_F$M0K;}~iY9gS>Y$R)!+_--gyXo9w$;HGWvUC4v(mdvNH#~YT>e9^ zO4>-JkeaA&Ly8+t3r7P>o!s41(Osr{z7|V$Q&ap{!^>>4WnQiYVv5>krG>*Csgjm) z_&H99W`5V`H{0Mbw83K30NNX&w%XWrDl0DgY}`Jw;4)g)|EvWl3-8-IfcEpNXx!V@F4T-#R1CaQukMjGpF} zIZei2HY06NrtC-O2wpZ>JhBfT^GI`RI3|kg;m{wND0(Z$B^wizSfIu^d(JbHGvqDq zA9pXfQP1~uFbq|!(fhuO^)FOJ){8Ip zUsI>ew2Lp)fJNAV%P0K5re|#}QYBuY&b9e}RQ0Nn0UJ`}nj*M_CA{iTMpijhei%LmR`~OytqMD1o1sALJV0=1IG$z(GTsvwKZ4OhlZFXP{$3V1kCDEf`60#2 zJQ7Z{GwuUpVo9j(F!!EoRjB?CDP{PKr>$<$o6-`Vu0~l&FYd zugO=^=q#V6-9`?yU_g;oYf9Ulfv3otL)13G5mS@cs0{YN^}av^7ZFf*7| zhGZq9s(>kU4r03WTd$2_VT{3ntC|I*8auCIEJRs~56d{e-7m)b*iHprk@2180en!+ zq3-!!G$8FML2k=Bscbk2M?vjunWjjYDs(t>HsNN=mCF3UXVv5%E8Ri(-^$<-FZ^2& zNNWMyF=)NF6~PhM%Iwltzf5VWh)(M|ZPD z*NN_|kOqy6J!YOWetGqnsZHSeT=(g=^Gx)(+3?Sanv0`eJJu=o*sU|>pPi|SUz6vg z@ySpfvzm^c$L|r$U@&ns8a3*1v_Tc();Q+tDel?Mp zbBt8sgtY^)LPu%7&_)_oxoCCsSWP|nO8(MyaMgMXsHG??%7$yX+?Ojlg6Sf^qqJ?(i#IV8`}6%LB^K z0(7U|6k&In5*IUT&i~YK+2xm}Fba|r)qG}eBYqcK*QvT-t`jc{(RDwyeG#14@FV5Y_~}vx-QVWo$=@U4#ZsVGPE? zy@)s+U$dZg7`Qjpt%*dpK3f@VADBHUQ(%ikqj=Pm@ROaeMD~QD>ZW)_7_GOD0(eIM z0smT^jzNPcTqXxDez-3aV0q5<3fKU|2rQ#Z({lahjGTUcOAkW1v_5DYaoR|v%prE_ zm*C`EzcW7|hfy4>C36uGNjIWc&`_YAeMj$zZ}WvK+3CL>w;}8bp4svF=mzA+7@{^? z#t3j}6=+J+bo{UzLCl1uJD!eR|9%e+r8dRxp??l;mnr9~N6nM}5~Uo93#~rnrf$Mw zG_3x!Pf)OPHAQwjtP$|}cbCD?LpG}+C_;dS{sd-IkHo$|yoFeedUgy?o-!Tr=ErIA@=|*ZQrqe(q}%3mc=u~H&mt= zXUMF6%+~abs(%lNDms_S&61P&&rS~rA-D?vWGBeey>>7@g#xP}x0Ry-q6#2JVbz@O z5|Bn>A`1O9TrJrjge4GX!9N)E%Q3|Yf z6>k18)_WTFa?|?A_(-Ff*$JG6_@Zg8QaEDIJemzbdUrw_APFKEfRFJFTlgeo4p8$f za&(N)@X3`bVG=7LRV}0=N2)8GcTB2-r=VJv+M=`X=40A8&zhpa=~Ch~Ka3bc36f&+ zc94an!g9qpHeM=5nbdpV`V-d_`qb2@^Nkcn>eY<^*J&}~kfy9H9IPHN$TM3pP)^F{ z#JKf2*z1>A}E~Jp;Yk z2+t(-aZN0|@D!_#AX`7=Fy3rMYamrpBmv!<@2YKS|H7S}Pr*~RwiwNIW5JkU#acr-Yn~#`x(v5Ge z7!ucFxI8@GaH4(5QYFwa4=UawiI+#erb~o4x1z%#baBqSqmbeE_;0e)na63FotabY zEs$_zyL0_cjsY9aOr(I(yjIx?zzaC_>Ef-FEyFbd)pM;Rb+qPx7g0RKNVO)R!=b~0 zb%*X&kk@lJ=&lV8H7z}_sK<=2ZHlE0?VG-zBM8y`oLskX>shH;5b!`8tqr3f3wO&Q zFL2@9UBnmc%wJK&?RsY524=lE_EAjjS^gp*7*LpuD_GrO%X#pc?FL+Xt zZ1$v|yuNidOk0xha+-=ZSIvqKnbBoSTJ`*mGqt3`{@lHYzvqQptN8Lxj5N)3>DeO` z9=&>GL~zO}loK^lUMXNVn=_*0G+1HhYO?hHS4+W>hv6vfn4sdjryK8=zwz{p46vD$ z{b~IL;~IfWOquEw>=9dNjdBN3aCNA1$i-2PjMn?N9Uo7hwNcT8{r|EWBt#hFgyFyORDMlf3_?@ zkWx4pB_voR3D3gyYHmJ%qsp*4Bus=L5oS41D4Cuz-wwGZJE$60Bv%xpL=x-u3x{zL zWeiYaixyd1oS^Vrs;7HrT3Q|5p?`QXCWB{5IoMI+f(@{WpQC(`;Pc0M}ser&>xkcbn7TYm-(Qo)xTozu(tD!yp#s z!Uyytm-ZqO2G}*4^?o!OKmJ%8nQ}uzxnAm8dSDYXuk2cK)gY;4e&<}Iz5WaIUoTP^ zi`d`Do1BE2x*(=(JGSQyUN{0^>c_uM=v)#544GL__^aS&a}>K@Y|CLASTAd-f3e?Jsf0!30@YyXx&EMFtGvJ>mMa6GkY7a1xIiz zr{cjB0Wn}_eZVRsh+^zDD<`oR;Pn?J2g)f@ddn05Bx!2QYgzMh!=aqS(m^f*V!0=# z`X^cgA+%pz!U@OGsAU=C80qm+vA?IrDJ z%l|H>4MpD*z0G44{Ceaj;TnNV+TMA~@^!5WQPG$PSul~DbBKC_!p=09mCWKU@v>~y zup+Z8$qB<`#g(WA@htNAsGi^LpLU916{yzt_;dxhcQ$pdz2&qnea@ElxOeSO!t$04^57N zS)ch*ouyAYF`}O4*H{-cq7gNwcTM!y72O5bT9qwLvxCx)wzI$s{BZ4%x=U@s__@9c z>l`I;?)u?bt*6%3OB!0GgKY1JtJkYmd9J*E9J4nyOIkbG%WpT(ZF|1mf>APlE1S3c zZ8HxdMvR`wbq=(Oz4t0>c#My34%2nwNY#SdmzKE;3u?c|s-;N$yZ6oa;eHQuZL@=)DZE#yP*06#H{)GA z7sKwe*F+FbWCt) zY6*~IP~XZ);MCe#qz1GAqP%70@Zo?Ovlbyg+~Vuj;qzXw2Jj18w2ZMSki?1w+ayDZ zO#wAA9Q+?ef^w_}jG&=RCzDNY(-nVHF{F7lAJ?PKk~SP~m?e*gZ23kk&k7ppv|w#u z#nIHMC7DWj77n(T6|cbCMUKV6^Z*+LJXKEAGJbBx5j*4o{bXe9X}8WjPdUhrT@I6w zl z=~tE@VjcJycAjZW}6nlmT^)HwAwqbXoJyN!CZPT_!UM7y02qTxF z3F%eOa9Lvuh}-g|XUvO0y>t4*0**Wd5YCAQ1z^G?R~u_%!wO(Q0+~q^M}uoO zbY)G4)BR4rQM}QJ93HO1KRBOL19aI`)guHue^v3}nE*po5jZ-vai6rbk%>`{}MRv`xi$o?e+fl2VtA3(5z28Tk z=8wIl^Xs(%QC(_%6xYC^mzb!~O0i4#D4@jp=VZ&j7`CN{Z9BvH-Ki(`M~1k`<7FRJ z8UNI+#}wmYbR^e)Th5PTd|}#kZ#65stf?D;m*c1*bptEKylSCUq8Z+08A>n^ z?I!Re=EYjH89*Kf5H#sBLQ5YUk-1XCSDl&b1o;1jD%MZ?!a?k`&6KkekpEy97^CAU zi`GBO3CKL{XrfUBm{1AgYB%Lv@=S9P@A?L`!jz)Eq+@82%*(>6jb0uQ?1hsPLW^o3 zAKs%qY&*Y(*-L)WarkG%B+X$Rvlcu3Yda|39)VX78a5#bPvle^<6b+X{~4OZs;rw- z(~@yYAC7fOf6=XB`+V~Y?BO^!*W*@;2Hl2rE$KLXcP?S?Qq*J6PXyl3kG@bS0 z^2mRL|M@QAET1#fb%f4gTc*QCC!U0i%A< zZ6>sRu8k{Kf8#~D=9mplyWLxt3$lp*(bC<~Ym9D}`}ZQeX zDsa=pRZJ3GEgz)-563h3eHIHSLrMP{2`(AL6BA_4MvT}C*RVQ*aOF(P*+8U(E%$#Y zYVfv~Zl}t7G=Ta)4x&p?l`4)cp2qq`wN6=@NDit}$d1VdD@_A#7f(k9QjuFB*S%-s zeb3nc;9XucEhcDQ59ejqN)SxklwYebW;)wD;==WYQe@gVBVlAtwc^s?iWc_yd0;lr zAnHS|z`iL91F69j!R{qw^_dcUNuthbJBEzGx5a-_Nm^v2w~yXwcSG-!R6ilzIdH1S zA*O7#!Fmb?H4xO{%tGdmu5iLye>*XUs-lzd4{Fb?0sPC#W;;3N{BF9x`ecCQ{Bq(U z9F5iCZRWFZ-d-tOll3KGw1co5@**EbF52 zNl5D^DiKfp!@KymU#uHl+Ty1MckagfuG^%nJ_nFRbv*6Hux!cg4ObL9ah4rq)6B)C&!zh1w2m@BBwvSW|IAXA_doDKA8L+6zFQX!#e6se)$wm@NE!XUhG$ zD15JXe!dh#m^^HBOaA1^-ulIh`>{!c9o=o2D>6~@&i(nr0XKnNev2dz zlS-hUy{Kjq+EA_Ig%KnNmN#KOi50>r0}@I_8FD+wJBSc#_~JtUbzv`u<9bF9 zi3%d!&Wv0%(p$2mWCN|24fo zecQ!tskL?vH2yteo{Xn87ar5g4dIqHvuZj8WIS13uVkXy(KKf;>0-swsye@p8*s;H zcl4=!RFsKJq3`zwGsK!hB+Y>WI<}dF35@Yx0VOEzcl1%kz%3^A<4-LVxLO?tD3(l0 za2x0m)rhKds=dYK7goWoyiR11qEI1ui(&cgBB^W*JA$sg5gpJ;BPscBKP%jka}epj z9fDGY3EpNczl{?SNW<(qI2;iI+1Tr$1^&|&!-CI4YlF?I2b5H)*Y78cZP8KPZmoR2 z%eDPJx@@Aq+Lqx-4Q!HhS-x>yzjS8`=v%F!rcEsn!CYLUB6MtR<^; zuU4HeFlq*2HIQ4&dAZlwXxGFI^&@a0k0>2l4iMw>cB=4Vu5`iJa-^Q>6o!H>fMc#@ zt2Ih+#QijGJuV-by^xM!29J2J6{z3_VfL(L{t+kg?8 z2Se@QU+Q7w-2j>#1dL5w`Pj2If)Dwe|H^S?t|xWu2=iN&Ugx1V=p*>)A(F9wjZ&=u zf^&|wltSQBji&WC_1EecGU#k*wOgvt=gDWBtih9XOpOI=t`F`2@QBBr}= zeW?;0mw-8sF$RPyyI&p?qsU6gm-sLI^bns-4`L(Ki}*s$0@(Hn%b78JFGpp7sr-)x zJ9jDZ7V^ZdeF;V8M8x)J=TD|mS)!30?ZMO8E}oGhHYcNT5sE#Bjy%5E0N^tIYdIeX zb6(k7-)ZZxODkrVglK_tm)p%;esZY<6<*B8u4VdS6b4QWRYG(_@|Hg4?0jWP2_}Bc zlY?!xq~PkCjmQ~m!_}eDXh0qKo3O#UJaq`yKdL3|jWju-ny&hcw`3(XW=j$~%i!|P zxJt}mcl@q9Gw2`5X_*G?!yYp*5Np5z24Z|}GXVFfbt)dt+(2_g zR`&ASJB;PP0E#MF2~r+oAO?vk9O)?3hWkln^~#F0*u$>8B_?PY*;;%6B27-)y@!y zVXKVSwjnrS*bE2g@~Va(;Lg2A0H>o8?emP?iJ@|uUhHCY4J9IW#J-Mj)a&Qv6_Qe; z>uVW*uudW~GS`HC%C{a(=g@P;{nt+!`+WQFQ9gmh|F(DnIm_6&;@&4wrgk>Kpa95g z#cD4@7#|Zhw9}#=6T%26b~~wF%CW9<%4hh;@z2=-liV->jSM7(5sczV+XAYGs6E`zuKfHIw)Wm&07i%22@L5UVs@#;Iy~ za4qv>GqJQXjGWk5oW2w%)F9+aBzS*cGKT^kjgJQqugNCLxvsEf$5Et*UZnnO{^9fp zPI)g`{XE?n1BC#3k#pPC$e#}whW`b)Pxo6Ud#mcUdnc~uy2?<2f}B+^??ctCUkZ~} zC@gea$I3N)WlRdD!=vk}3ulpXNS4sw*@t}5C}I%*+$@ytY?{4Pnp{WxFk~ZSlG(P^ zDeUF6<{Gs6<%Ew-1D{*XBpCn#-;qa->_WJ*w>Zk+Uix77^#I@X>o~vcZ12Jj{D7G} zD&PAnb?Kx@+XW`|v1pjnKmoVXR4Mrwb>9JzLGQE$u>}qHLb|Sb3*BYj_x9BesbKys zOpo!8nESJqOE#U)%HW}E`8p4PE~)$ncbPGmFl(1siNr{-^lXSpK-UU34qR6->SC4O zHV_soBd*M=T(rR2NsdWl67(3aYH8Iw0d7x2V+-z~3O69dM&m5UE7Ud0!1?0*8uUp& zMjya&hWepVo7wNDy#~yzC`6alK>$=w?O z(tq<yqbuw7J_tZbo~JR=h+Szb~0(_p+?lY8`@f&+vvmjNYKNfSAT z#AsBcy$YPNc$ob6gt2+|iQq@yKVPa%?`c%=%gE?@tJP<^lMA{oqrBiT!x37JCPkv+ z+CF({!8~2sx;B#42Hnt~GK3jIpgIiuuK+6{MweM>oRt{_h>%}OM!b01WpSI0K2Ghx z6jg2p{0dWsJlstf)r8+gUn%=K=U9zSDQ%xxhrB-01lyYdcPyaKt|VFLz{3oRtuE)J+h5h=0mI+NBN{Z*+Ul_T~!VBh{MU<))CiGx_5GocD? zW8{Wwu4kq7R8ruT)Si&j(H#je{Jq&6smH9><^l|`LS%kxuhW6dy!%TP+3u;f4hR9M zC|goUoG!!a6<54Y3tKs-JWedoSX!wt91i(VBNe)(1M_LURWL#w%n)YZ2s z+q3zN->zQqm1!7H6Q&j*Hqm0E3R;|#Z7^O$1YKyP3p~S8c!h8 zJDzavzcJm=o2Sn%A|cum8Z^|xgmIg5tS`(5dRok)2f7%0|KKWs)$!sMg1!IKr;yVE zd_l+W;nn9#@GoCtMmiIvEd{E z3GJ-Vt+jJKngK*GljzehWA)o6<3q!n)&`eC=nDt!2woe$wS;X-mzvj+Y0f~(`V}QY zY_%Mj8xGlpHz=fCX#ggAf&yH(4@z^HjuSBA%!J8uiBw!T@LtZk#Pjr`WXc7<384s< zSt4+%E;v_7%SP)p2jM$bh3e&Lq|B^!0Id=SD4FKg>f*C44v(L5vP`CsM0_Y2Q!zIh!9cYHf|;!pVg| zdna)*dQ%JUiC43Li7n*ICtoubA&|^!A~bE|uJ3TdPjm>+A(7O;9@)w##{n88mh6f-qz*bOD)l1(0(2QAs?C zC3w_~BOEMjOj!G!mC#ZT?9Hmsp>lQ&NDX;6+ptQS`$;gOd7N_HM+xQ95>f&4^s_ng z4hA4!G*`nCp5{IODD)!lChG<8yn@dx5O}MU2>u;2t>Fj;kj%6t611+ud_?Y|AxN8I zn4q1+{mr2je;EWXthOU@cpU|CTWe6Po2w=aNn24|hN$Wq053OLL*nXXG(s+wX&ENx zlE~LQHiFYUEI4F$-b3s%)T$VOd?l=scJdB!Iks(O!iHKJx&C2g^}@ONk$W`=2(APB zbz7)g@|&!z)x2>WG8_~R4#0;`S~;mP?_a-`)=CdT9+-~Cv(&Z&j7@Yv{RjK7#avUj z-6lLnTso?Ag%VbdML(yjOSwAI4T&OMq;bHYZ%eV{v<6YkW6-CC5UPy7k+Ajp9B2u| zwp^Fd6CiT)?w$_dc9UV|`RM%@aWrgurH<)*g$&xx?AaO5hbBK}0CMsCYGFH4*nAy8 zff$e$qpvonP-|2fa9$D`sbLUP+beqRb;}@H0}67{F?wNqbne_s(W=4Se3fR$x0bl_ zCmOOVP7j|J1}Ty2<&9M5#w}!z)$}A`S~k6sJU^LGeki+W6bg4^zfjcEJ?XuH2#`c+VA_MZoaWpjMNL-h5YA z=gu92LiU~Qv18e8$@fAJ@}HQrqsRWLqHY;cHHwD@5nhQF4&g-2 z6-yam?@;wHRgPoTBP-j`lR5KNO~Gy})WupOLEwSV;?kg(BokPy{4rx4YoWtfI$}1X znzGJHX}r)vD*jcob3_5#-Y-q8Nt7l|ZUVt#iLIHydljh&gQxHJUnCc?Dpa8d72%wC z6y)XFDqZA@od%O^aH2fj4mkW9SdG*UY^2Htl6Xh1u+X{)AyIzc4g`kj*z{6EOsZcA z;KDOmM?^x435zLs7sUBA2tzXU%$afF5F|#cE1xpRGMuNQ;7sQ&PYXGd(xbYlbnTM$ zhlc);wJky!6YM#8&3Qmy#U2jEDXBqb--(ti7|R|PIRHHtvMCzTeVe?Vjmo$pmwWS2@r{7kzV+vH$ckcWsoGh+k8x!RR@m%Q`kym=)s~NubLf z``k8^vb)x$ia3sGr%l|FK(YVZj+a;Xmv4<@TVhC?T87;8ey;K|QSQvBD>*<;{!7+A zSk>|0_04ZDP)~ZVV}WbfW!*Vz&(osLAVtuE00+8AS>}rGb&ti@vR}$>f9=cG-|urB zuKr3PS0KvE_9P#QTubDoBiUG^kWaiEus!cOS#*3zlMbUQaHoFh^_JiC6vwuWNfkI6 z(Ye=!{Z*v*I$K+8BZjObnncTf#rtB+=25_8ux5O2pSYsG{=RP??=Mu};p2W77r5TG z+3K*<>5==-1nw;KpS+yGvXq%z%j=P!tjxhChe0KYju5xGnY5IK&w>xPSRypMdHdO? zBnoIe&Ws4FisExQ2D!9f=Ya$^D*&~Kw1mceL76sCBSrGFW{~Mc%l%v>b@UP(LqA+| z377!qXeVM4M(~g(IO4HQX>eANAXJIkB?eh#VnLWC>c`EB3y^xnG+Coee{e0k9MnT^ zna75Y9cc)tDJQM+MipzW1mS|rAjY#~kLLs1WdJDjBQNmS8r8qsl#3^!Zc9^Z^ zCeaD(ST}nAd8D89Tw{@4?-VjNT?!E-exeI`gTEzK$XcP7=Re^1Xa?0`R-dx_xiy=s zTu0}ny%5nnDYO{&LfqnIu$+f7pS!K0&%sg7z?c<%S4k$m0JL&VUyAm;iUH(RDr%Z#1@yE!f7-oG3Ni`^gT)q@!9Sxrp>3rHL zZ07JOa9>wSYV$hWfqi_gAQ8DF;}_&j5bmaHbyOcP7T+M&bG-S6|GUA1S{>v+cJzuP zpzZ_Ttc*zlJ*2tLw_>RdlxIFOWb$F+uqT)NkVHS2VD@C{HNV;DX zB58IzX|TOeqf_=QE*>Mu$d(~PIYFLNaz&L<5`%*2Ns|8XuiO!+A*DpQJp4=Z5uPzU zT2!MDh(i)K_(ca+O=8nurASngQl@SCf&;W}R5uU&E67BqwW!8GKtga205s6}xP<12 zA<|By96xu7Y;q(k^H=NVMM9&Y?hLtafl3aiMjcEh()J!|06?`2NfF3rpSom;(B!%p zY`!&H0&34%%{qrMqeKBE5H%eo%{R${o!;pclALOU!((D*~8D2ROd;mXVR z>oZCF1`Y}>vN{MUP6g+GH6_DyxpTH_6>1+jq?SwcyLH8I#EL+27~}-RZbLvDy10kH z(5}b*8Z++usxsykEpbMQJ7D*5b)EuJg%VRrxK~Lw3g_kXSw9JsQ`>;fUjf}3ICyla zc)W98hR{3wa>0rG0GRHx;JZ~CC3p;%`+OTnt?i7UMIJ2tZKJc%O?Uio|_bzusAd#a<96i{t zU99NYGg_IZ-5=Xyf8ZU?bc0{H3<7hHjx&dB)wI_g>j>gK`Vu&b0M_16jtfz- z7qW0laS4H5)zOH%O{0S-!|J=ntft_TM8+~`M(c^YfLd0;UMI;vr+61*N5U9WUqFmi1f;UYFoC7fSNfB|wtuQu_-XA$6gU+ieH$RG%J(YMZ zidSX8waPLaai(NRRl@=5md8a+V`cQlq{o~!OknRQ+z*HmQFujy3zu5}OegfDQF}1ba;1=>TQY=M)A%OQHI2EVe{Os;vLS zw`5k)fhO#EiMG1?un=hH2*rqw@GP4MwC6mW)}nWz%kmZ2%=O24ZJlapBw)jRjbFjs< zw$ff@5hCjoKbH<%AvIZw-X|CvfaSm0>pc1SF|FEl#N|XAEi8;Hr)Dh>LfO{m#DA%+ zEeYVTt$SSgd?H9ge$tr^psBp7Z0LJ$z9SC+ORQRY=6tiIG)xl=LmkD+jyAyOGno4;6#!r;-~wuP_P(mg@U)u;#m{bkJr`H z?_JW2GNbR3{KdV?)aQR){gq$!9>7^n)F4bIi1=eXunurRHf|254y+7vpNC(GcXG#e zU-6*^YU2`=DOYPdc$R9rLft+6-HJ{R~-`V{_`-tgZKUd%*5 z?Iwor>o0o}G% zk+1<)9JmeNYo>5kobYy+{YhnP8#JWy?b~DnY@eJ9v-yZvD`uW#jY zAnvN9c?>@=CbCn+TMDY${avE*j$%e0eVGVg!(Wj9;FAqF$AFil)G-(blVY%3j!6e2 zQ__uH7}}YkyjTs=loMtrG%27ZJ^e_^k z$-zFKDZu@+Mz|0T8wa=%dwvS0ix6G?0vnWJ7CzBxM+?5ugd>l&bXo1ybU;S6WV!Ii z+&K&U%H+6=B_sJWVEqEUJqu7s4ND0^1C>iOues}~Xe~knx#XwMjOIabItR~b!)ey! z)YbwLA<$PBem`fPT9l@hLVbqZAnwjICq(X)>UyYj+Nh|5f#+SFsIte>?`x*IyZOIE z%4ic_{%jzZVe1c0Vp@wkch)*!cA$&YTV5HEYSd|Sux6d89$YN>bqvn(1+YvqpO3!X z#10PHq?KMKBx~Mi6(U`ibOs9k90F7tvA? zPn{gXa`!%R_}x@=%Swo{#kN?CHvn6&C(k3HRlpJ=f3!@5 zHZP}r3*d^sQwZu$qS>Fh>Z6&x-S`N@2J(J9I|^sB|7$KiPk*KWzK)H+CfMfrch2L! z>9_v_o$dz3`;X$`udcUSNh&;jf*pUxQyG1??l+^AE5bv7r46q^ieo+=Z9Q>$pKK=n zyKDOQ>1=0AfrxQW5on=-NV^C6dB(j6-}Z19yYfw1C(22Pmp0e|8X9$y^&anPT}cLt=oDp}R(CE< z*`8V*`|Ap~*6Ho{B&g4!vWzGno}w_R-wOD8Bp~MvVXU^8M#p{_895#XOtZQA`D&@E z0H7H|M*ny1iA+)jmx^3lGAz}9lNTR zi;jMM4(X+2La=|NhTrR;jYMlLDYba5@Q)-26gMMM-%+1@KC$~Ik{rh|J-a0j;h))9dUlC%U245M3kY4%seGy(Z@x&*$^8G1L6e}$Mo zpzRGxw#M(E1mP%VId`-kI}5{s z1TC{i^pl~14>vj}p^?N~DAHd_0L&KP6Z-EERjb+$V2!X-R7Np0IxdzC^;nfzRayS8 z(@3hhfWs?fJX9D5K~rNW6E+x9ndSTu-lxN7QK=i+&(IA5M+z!!<|)0c7~D?NWUGeg zo=Px`b0pT6=yIW6BHM`{NQuf{Qd$S~$=9pV^kb9FZvS38z-(kpFm zwUd)ha?mdK#WN(KFVhWvTm&4{W9zK8F#zx<avT`)TQpMHB?q);+;eD>hIltbE(hA}Tt19#Aa!@86A zwC-MgV*7z2an$7v_*ajq*zQlM4@Vtav-Qj&`2L;>Da@r~9b1QC9}w`(hu2LaE|18n zNngk5^N*0ky}|1Z)ArvC6BJhx+s*weh=-UV<}nfViyTv(K7-fT36@*uGfDu6%Je;O zb%!P?6dFelF@GXYD(Q9k??$HxWO+%RRqzDiptxNv8tnYH!G6u#L}c|}R`^aknMF7? zc8}iafA8wQ;zAkJDLf}}%5%J>@%hI0F0l4rt3q0j3z9z0K3}mS_aQ2Zgnnn`Cu$w4 z+zKf2f2Y0#5(EQRer<4aqGu;-Rf`5zDKYFnM!(z6lh8NcdmOhJ_w({*eta}aj!AKb zv^3SLz07c-aJtB%3UUw}j+fG&eT=5!5qx&3B^(dPN zkply>r^PGJ&-j00Wxz}OhD6wD4c|8qh9G4CgI|Fn7}n1dGu*-GB;tQRCku-agjJiR z2*kd5UW_Q0hoB~tIti8owuo9v#QZ0uM+pRvoU){u+(s}jIJun?p^VB(v?b2`Q#bIZ z`@*6hTV$Q}!n*(oIXuGTP&qsxbIs~pJ+;fB^kw&1e72(5!Ngm3m)DD8jx#r4uj6+> zYo4fs2wNebB0?DRAh%RIRfXbI)`(oz#1NHeP^L5=gGg@wtT$;V{yy`pftaRmk30^- zHT8HU4vQPXRc|{nWUFD@L%t@+t^E>Xy7Id!o(xfT$O9YUq?VARl_c7v8RC;W z%ChZWI>tf;5)R(qn!To%kAV(Vh-n|iGYEH_@&m6SDouT4E&P?#5Zz%@v&B`vQepG` zgkj|G8;fRa;my%-^+c7p<_syIAmoyLzZpWvRM;P-oxV?K zA(oTLP}XsUB%-OYaqtlAdMuo4;RD^n>&pYN(_xmA*sOo&IT80Azj;0qH4v=d z3jWGY^sgr->KV*GY@OsinENU*QG628r1eM68$chHyDMRe44oAHI*BZqdDZRyC^*UN zyx`@i-IP4J-5ujOqd)rl=`o~dyJG#N7#d(u1t#)y7I5l+FA0vj_X}_KpPAplIeB=- ziXNx89`O731NyP)9)BtDNlDT1Yz>4+p?uHxoN4K-$&|YLRVFi5bzaJp^MiDk3_FpC zN~7`YRUBU4RcMB=j9mxu@^xKC5E4w!ONzh*!M6#K62+?^1OuP7p@WWW1BfLH1GeIz z0I2td1>?0GzOp%jagF84_-`_X=`6kESScjTfwWFQRcvH?hoXE%bnQDxnAV}Gik9hJ zuPsETmE<5t4h9yi$4I6$iLxl^tK>y>IS4Wxz#>$`SOEwJx)c2n$q&|yKwkB;37>Ca z#+x_zAFfFaaJ6GR6Cu_(ze`$JOQ>JS$@|N$*-v_vhK8fsE8x*MxKG-sjRAE-`G(E- zu;jt_s7U+#FU$;lvndOn@!`Y50xo=U?`ezTjBAb;&gd1#Nk+q{{{6On__(zh-u2<> z0C9PV!A2WJl2UHpss@*3XJuebQfjr9B($zk7tw+4a_kSDPY8p6kpX0U2oGnn`#}L{ zfU{|&(mKM0Nv0mo1@02kaYm0KlpEMFWv=2t&URAeDkJ3bK zkD&3<;*mlz=)<7+N*?ONvQgqslA)che2!p4YKE3}G`VeP?EoHZjA$>r24cNtGKYhI z)z!K$RFXt31AljbQHC!ZKB}E5c&n6_y>NapHAr9<#Qb#M!-%7$(hA%=-Q`-749-1b zXI+I3NG$3cWxdx~))T`LA%a@9OvVRAFVyli3z;6yEf-?p7e4DPNnKO)5X?Ra={SYF ze>us5=LY{)6~5LKZEU`xm#!sS7k%*={r&~+m8T!(dmhE7CE_5Ap)J;*krI=EmR+6a zKWF626sgxaS+4T2IepS6$m~PD%#Ow?iE;x}qA&+E!MmGDzs2-@6v!2I`y8uA#u>{C zea)ic?9s4;PIm8mCy`X4HqoP&op~BxE~8IOFFw1xV||YDv$o9c(1j=N>eFv{w%K=Q zCK@RFG4s;Lj~34W3sR7!g98rAX{|vY?yT>q!2kLXStcGhu06k*KkPE`d^G4kC;i_q z*ittiee*gxgir<-kQYfAj6FNoq8J;kUe3wT&`^2>_v3-I zmmN-pr?SZYAO2%el8;hT(Ooa8JpK9;<~L|dDTlTvN`XD`y%$y=q%g^Y7C^4XREQVzzwSjKzxDX{w7UwfgaO zq{aF*Q6*1f1dZ{~9MMSG5tt>Z2<0!TBqk>(Cm=qeuhvG^Vt_;_%{U}oolI7G^t*1~ z2o2T|>DmTrb|2vqd)i44GCNN4abhpsK5Gqh znA(h$RF34|Wu48^Y#Xua`7RAicJ_< z3k<@$re*d3?+-NG{6bT*DdFHFk-CHDMjc@>*R_K|;&<6Rt6Fup+7Ye7^DtqxCC1-l zQwQBPzIOiAMW&b%i%D7cHfWM#VPY_w{)B^LTsH=^)#HzO=hAD`?(}l#!D{&&c-u^o zYa>EPGWeUq-K7wyWSGNd$uYS=K&q^BiK6a0I@?=WACtN7YMOKhEe11+&$#Jn(_z1G4^ z6Pikah;Y*}s`ilZxxGnb7qch~>>O9mGz*?Xa{_>~<_)x${3pSz=Dg4ZXayp6eYdnk5 zo9IR|%;3coyB!kMq3uv3{@PJR@4Gd21>488g&EGWZ@bb0@W(Wan0tCy zf~CHFYa^DfHQnYp4Ja?s0y^&v4NFa*anyF357Z}V_hE>Cf!*Tq9mCP41s)f8YCaA~ zp@>SBRrd%_31vb-)fDR@;kZ+ZjOniHYc9R3G0py# zyub~<*Xk`VJPt53(P0O^?E{^bV zPIyoCDi6L!^nBp1NwCuEjq>|yb|8K_+gTLPTwB0?s_EfML=c)ezWjIK#bob@P?f*d znTxaLMMbbtP_=i@bqjN&)8a+zn6>7Oiys$b%s>cr9L#iGc^|1s;B+R6h!j@#+&0-y zh`*f(9r(}_m1Vvxe^g32xt|$EmDZ_j7k^l{rIa-GhjhJutgM|YsDbCd#q>2mQdgPu zdtRs%hb6}e+5US2rZXSat8Mm4A(SapN8mI_n|wE`AihuQvqa%%dWm88=@!+b@C0)_ z@pUhjICZH*vz-D>+eeX7cUlkc*upE1^+D- zbJ9-x>wU0xv?xcNAuu%QGDdN=Jmrm_Vh+lWxRUV@| zSLf@Y>hFqfaN8VDp}L3saJkUt(Z9F5Kkd2=tpG$e?$irciUUa~zeIzj`LPdQENhBY z-Ag!MePa)G{)T%XmWQhqu*3#DQkEjdgRDiZRqkV}&|O-sf`P^S`w)qrUn$D^XKTQz zUwNB6MPOQMTJUbwZ95s7y^E<+0;X;RgZqx}vteI())Vfscdq}~&RiAU>QJ8eae&Z@@} z`=YZSStQSJ#Lr?ihNC4f>Hn;E5oDQqui8iOpv;IUD~H2SG?)==Htu}_wHtr7 zI^k}m)8J0HYys#f#;SI^><=o8^^XK8+mfS}E?}I8R~$HXvDz!nl~C8Y#J%AfJg-$O zjzmp7VhYlDJ;X=L@k_j$fRxTYsi=G&GH8!KH@@Y7^rErwh@?=dgIz z(fz<6C7DW=jbtp9u0d9pR_lJ*>tj@b97)>zsgOKQ2Rv6^j8he+c5+E49`P2n7&lA| zTnc+PNO7Z=+*;XM0DSQ(&)>%M_ry*UCqv{2vjQt|c|l4UvB$zBM!vf&43UD`pm|B5 z{hX2l2&YD|p0`BKy`vEVqApPE$Az{dhu1wFxPHMtFB3fdUUu6abS$;knS^xnVJj3b zBNS7E%xW88%h(>P4Aye)&axD28q8t%w51@fQN8%_ z|8aB{Y;AR05XK1<30j=s?(XhZDDE!B9g5T7?rz13I}~? z?006bktQkC_&yrLB8xIc{{xV0fd!q${mJjaqnsLGPlIisbi$4z=y`!6WEKaapf2Xs ztW*fK#K@lQEEeuA%n6+ZbL4&Q#d#`lqC&M*R0{A*^q88`%o%I>v3}Z_4%GPIPw9rz z`cyHEyqq!Aw7_07Bi(0tJrA1RLAfAO;ClPI zXmV}PJy_%Ud-s=);lxgrgtVYb0U>C9+y8HpML=`5?4cm$waB)8w`-9}+mcxYwN9^# zc&yn*xXYU7s-nv+Ot1?Iy;{axTp|H(iq|jq2!HqDj{?U#>|c&AILf(B$~$MEEkJ|m zeRke5L65r;uG;|*cP%PSzhZ+5vaR!4&(pNpPnr_-DNq_VD_E>6qe`-mMLjQL&D2^fYa5H2Wo&^f){ zeuWiA+=E?m)jSiGURywp=SOJ%Um5cg7eEg#MW*>GM;n#4G>_V+)NHiB06gb&10ZWS zy$ne|rCi?9oE=BCw76XjcnPtBK=)2P=1U=(DKeG%QG#3QvSJ}R(sFEHg4>QIc)FGI zu)BU2?Ne#_r4)c5<^!aXf;JOQ0B+8f<{uKC*m8^^Q|9E`19Q+2RyxY<#BUSB1DYfW&GN?4p}-U=2sg4B{jBvGu{kopIE z*G?E<3zakz8uw1-ec3LL5)9&ioYa*T(%0w^#ih&@`Va+Y?%rLCm0Ba)?<5ux`>)z3A!8C%H-hF~38}Nb@@OHA$8?dT~AdPU2Jlt?^V0E_E z^5Kjg-jNfW%)UP%%yZ}v7Q*^@50ewo1tg8_!>0mw9LWj^&>ikyrs2a|z+{ivbPaNO_2nTOn7X6=l?PP1FH#_jjrHe{ zcnC=20_!8cv2xVY!rR;~Oteq%>q=Gq{u&zMQrNB56#!W$ z>4&{8vvZ+`*<=l^0fO{#zmc=Zn#vIl;7}aL@;{8Cek}Rhs2dSMat45>K*)=*++3Cu zEWE{a(8B)ryx`1uqm8Ze4BMdclOTi?i_KS)e-;TSZ0WGVD{H&t^PCJnr+}q%6i7Hh z1kXkXX?+zZc8I3fU^|3yj`rQ1c|0b;{XMsqp;GG_CytT8<&!FfnvX@Mv<0+6=O_<_ z&-)nw14uw9bZeQ0ckH{lDI@v-Q}_WZbcwzb8^>ZMp1tUib5_7K$dBKLU!0}6*Js}M zC%m=|AR!uNPzrV+i@j5IP;~qIFkr{nzjprjyO>`P8Hgu7n5!wuz@dwt!?gJZQwu!;+nS{H^ z0aLMG!8<5icKP}m3FR{aewUTwu|7f4FPv0VR85U#MlJS`wq*e=p@>KmS!rvlk&NvJ zVsSwTfh%U}?fY0N4 z<5-M>HWFn0*@rv|XYU%>Q*10y^d3|H^xs$ZeU}o#XStxS;CopE$nG8~pUwBf>m<)<>H>L13%xGgu8)e&h1ajp3 z;TsuYtN+L^q%>T+?!_u0GB@Vg&t|HBxxRtcC{fl=rr7@CtPtou9e+jXuE)i5s`|fg1^ife?U|dY^RoU*_ zdTLP4nZ4y#DOD1kFM&!(}KADGxv|k>**~9f%!*mp!zw+PrH+_p*zdD||X<(U2 zn-KiRWt0){>is*F_>Q9_T`_V7owaW4O=XVnp$-DQtcF#r3!?AEQz;D_TGQvzUB4V& z9>mhf7j|ZyrxN{zCG5+!eDIaTvM4=D#j0h$dOiyh9%o1XtGH`zxOCneEEwAfdyi*nS97;^v>tqrYMU52?eaB!zV? z-=Yhm`sI-2>z*J-ChLfA{U3&{HoV7uWeJ3Z#BZ(-XFj1l>)mpjUR4M33JF@dA|oJ7 z;@iZ7{Go;|-`tx{tzmx*TTkS=bMI#7+x@yT#BclA*#Ew%U@CpnYuynhSj~SAXDh(x zDUC^oHX41FPa5msL^M=evb18{J+5?l{~oj?0HE3#Ns_!gAT#dqisglMWs*cICL%5& zl<@ILEkx%LMy7z3gP_dkYXceO4c`|%4f&RFUyV_%DtdLFlI}f~4gF(0ws`p-Hm7nF z(myod+2xE5ISev(VL+rb3)%+hzb9*2`w~(m)ktQ4K`goiQ+zkakSv`gGSi^J*MA>q zD2LC(Wao@7uex@7+P zhC>fka@q`FDF9fI4xPMS_x(TmL<%j zmG<|;8E>`${z5Dpz3ghV0J0ydA zWTJjI)ve_*iR1L6&miq3d-9yEh%1pcZEtpI-ac_eVf7TTTVNs1DmbM#Khq zXXhFfs9%~o;=;NkPpN~*WKB9B+p;e@Us6Lsiz5q((QxOuz*&;pPg&jn`Zp!@BNl@7 zZhooDZ8z5ZUs#pCP3Z?g79pW#5__kXer#O`soHclf#AP~q@7`(oL zb-ikl06XfA)#0;?`1%#K3JDfkeNK)D^Kx(Z3t+hcboSFL|r7*Xd zvxqv1dDYkYxhj`ArNYVH?wM#HaTEVn1{RocyCA9+`k#}Azc%OD&e8IwRf>bwT5~jD z`NaHi-rv0QhkIZ0j@*bpFC6kY9beNCd9-RUQVBngh^9w!eo$@|c@ca2_1+ipz91(a z&V9(LjLZ=Do)JjCeeWIw_I~MewmPUitF=9#Kd=Cb|1wWq-=Hk~Y4n9f7RN$PNt{i~ zRt8+xUK$5s^P-q+7%JOzyfVR(D8NKGD==Wm6%!uAwtB{$Vau?jSsF#r@*$p?|U+6y~9Mg?=db2Bl6D4RJ4@nlUDv{Svq9s67<*RcQ;f)UkR_q4`=?FsRPu|CAq z`Vs(Jw;vgd&FX5giJ&0_64G+{_&ZTPoUjbhH%=!axN0$ZE)8aEeFeHA1zy@Lm_ocX zJg_3e2DhRt7K*f_xHwL7Fl{AtiFi6Z5vNVif}S@PpQL6AwoE)B0rOzaYA{fDBSdLL z%G`dA;Ump#JtpQcq4o%1!=zp|kiwR6``-%ei?8T;Ti?WlCj8X4xCxrv92;H#^ zVvpwEPx+GsLd#6`7|j9nZFkKN)YNpH|72+LYEGDYInVzV8tnZ({o%3r*b%S!!K&owo-EH^E+vQqN=victvPs@%xH)pZfIXHwYnfMrT02<6;y*vs zXGcK^2bYfGFXDSElJls9Je6;RACC^x8E?kGsvIq5u?@DISZz89Wa#Dp2j}RJbYO#h{1zSBsr)#n$-v?`+7{#^>$Y`vuxDmgSGt_ zw;dVSn{fFueJO2Dv-Q+-`7A2@eAeW%zP=Uienk7;pd;%m$J?I9SW>}_Q;a&F3>*(x z1mg#{0DSHjB7VAdm*aue^&~P$X!upB*Crh_gCl3*TsD+ug-C)Ilmq@1uec0qjB_y1 zMn*FVhsAE#f0*Yj$Csc-#+HkcMuw3=z+Rh9!~3;ON*PpojN9AMMc1)pwxJ1vfoE%g?_Te+2NJQ zM6;B2;!vPgo@CTICNGZ!90T%#KEY*$x`;^1E~3E5MUWvDQ7~FDDtX1tQ|=DLo@;`)Z&5?_U z0DX-^T_#fU|KN6#uAMr*#OYlAzRefDq=|Nbj>U^w(eeJ{jM=bY+X!L!aUugCuAu1N zJf#f!xcK8xa*4sf(vNRat4%zK`GAWOpZle(tn!7z(L`r!R%`#|+)1Y)6vqEhcdw&8 zb1GKc71g*R$|ihCJ44KRxGDGe%pvajU*oqCh#2jm@3-y0x@V%<>F}B$BKUN4I*u}L zHpdjEE%l-r`Vi*28plYy}RJW9^Azu{+|?n@av7h z3^=xn_Gm=p71p*o@HWKGAv{6nl~CdVjryY~>SKgMY`}3fpd_+EBHxU1{O}pg=FV{!1_tt7L0Uo+se+=)BVGj2 zbXEyeDrqTeBSiVvDhWhFg6_hdsFw>;iM>bjO=bWPZ=qN&r&d@&>+Yfk@r%FjWoDTw ze2t>DS^O$A9$7pXGCsy+QRn-204x6~&xV~}l}nPY#Z84a z3YztDYh=^Xm*6Lmmxd7x1xoCG`m$HMqBM&Iwy1!lN$W|BI!-CdW?}KP58LK{W1s4= z(Jt0VY0o;Zps+||Tt97KtT*NO!mOGFHeae{LoVV}9IQ4f8INq#RFsd(6%Mn?Lfy$4 z#QmOzBOv#ROImE&(lPIxQ0_)kN+##~{0N}48l80T4x8j`VN;*x%EU78B?-+Of(<++ zf8l*|e!nR8x#pibnTTY-nNX*^E;f0tyOO$m5^P@9moK5+`f2jDLUN*habx;b(+<0* z4^96*AvJ-IEA@k;RnX0SR!T|B`KeCuhllf{b=~J1R$h*AM3n`&slHY^FaYCCE|M7CGlzTv`3w zQq!G8UO0mz5%o3e5UamrEL@qE&n!iIrlg*}Y_{N2Z-o=qv}DJw%y+noh=_D*$q2PN z(!+LoU+mckvi%m?4r*$>h~Dfbut8gHSwM;A=1MjGL}&UG+S4V?tHVcI=G*A=e|{`{8!s_T}$&Xl(vk zsP|UL2MU;#p3g2Xe|KL7u=PB5_7cAalK0-*_lDcA)b8e8`qOPaZ#|fMdwVlBSP3jo zf?KpL8A_tW_()UCYUGa){C2}EHiVTMHv(Da87W!`RQwpeR!IAe4iaEdgb%o~4c}!v z+Y-awd{x`C{$7t|H~(ceBa4QyN*hU}X5e@KFKnWg-?c6^@cx zx3JUunw3k*QHx)2b6nic85{wW@};w4^Z41t^nj@5f3ArPOfA_72?{W}jxo&XQWhMQ z8Y+|wFz;`5?}9zY#BZeWbq|fghU3|EYS<_t!oB*kAZXy!1{aLrAybPaET{;~v0_rs z*O?DjSoDDO?7v7dc(WLc_mlY&qPEnLkeI%APq8*i*{Q zy(eq*Km3!De+~QQeDia+wwNR%5^%PffS|v7$twyO)Oti`TP8H6tj*I zo;=VT=Cx-ijyRwhv0k?C1BBr#_Rm#HG$c;CLFVWFH`i#*gC}?cIAg?JSIRjvKS|0V zX@2V%^0_!%Wm1)*P9SE6BHI15=2Ca*geZzeXspUc{jBF0GW1JIG zMVI(7CSljYA;kpKauRJZK86o5Z!XZsxlTQwah!{KTo_ z`iBI}nKIhorc{OK?x{HeEZI=37F^h`n2un;sR4Dhq5JzJs+BO&lh7#|Y()E`agKeK zgl<7-Gia<{FR;n4zf_fgQWYT`OZfbPiW7=e4liqv!c!4N+}a2C7Q0{i3(bUFnU*)f zL}_J(xiF10&&D8xAu4$*c|XVz+HZIlHcvBBGiq7t0h%3bimPG zxhaqD!nE`0lNw+;zaSPH)pAm28mLdD1OMaTKsz$uX#TXvt3 z1=r*-)G9=PNN&%s)E@*Z6mlzY@^AA4DnWDIIjlPfcoOfdn6wU%4@qwicD=;j;-8s! z2=r*dhvKL6abb8F1`C>WqZxV1#dLJW0*OesZ`yaKs z-DP>`%M}^cu*rSGOM|D8^0^v=+5=-Cu+rtXJ|?MzE>2&$Gwm^;P(`1kJk1eibbNSa zftnh}BTv^9gg2jG3KCXz$))#Tk@+m0Z3yoM9W~;CAM3_RbzUl8q7Iv!mY}Ld&ZqYG zAs&gaeFZlwbaqITKt6AUg;E+un<_L?rgbxkf=NIu|E+wiAf!31)i@7?SwUHq%@z@$k>bi!`9V9qo>3`vzqe61j5{p*G&H{jtoh02*? zDQf$#$CM}-M9G;}0xR>>TPGqb=EM~7j*XY^AE|Wk;M%hjQJOYJw0c84?Ul&I`so44 zsE)gT>~r$=WYR-FRemR}RH26zx9_e&k%hdE3fY)zrvXn=ItdYnvXP zC-?Ffw!I!Z`{QoEteMDGHlsoXILvG#z?YNS(Lw7_^(PMWZHgYV_cK_RTyTX|2Sh?1*{~;3$ZTW8DV+f%3XStnb?3pML+gIxn3PXxlL}N`l+X zLsmQeRNGUo-`baaBY;3)eJ~*5_XJWgXkTyEP~rzF0+tjlb_K%PIiLzA@H8dj@$Uq@ z{~YP5U_lC~hLdYQO)*Ve0`ofamJGO5izr9tM+Tf^2QO=h3--doR^Is&ma9}RuBfhFGX|+JjdZ3J_x+gW43W+c zZN+~5801D80j~n%)(bOQ6E?-!3i5QM$#RH^L`9W+MuymA*tL}fyol~i7&*O9{Vg=I zmX<-ZgzkT>h;OP6tzcGAm&%!2Ar4xEv5Q3B)o8C{5Z|&_7ZIzX*MZf%xSI8l>d*|3$A^5_%II3d zi|R}*Re?5LtQd#+QElKFykF`zzuyF#?-Zi{#OXBE7nxr-5WzQoeApbSLmV=*>sdDp z#zUe9G$GM5nUanrPd_I^-9ZV2GeiFNv2WzRkb6$HZtlzsnZHYN?woXW|G1PR9Tjf13KXzUbAG?~iH5uq0%(fkS^whxOhZE0x%dn{AB}*3@aXc-*c0^! z;t^=lfp826PH$vx8I9a9*EH3FA@AVrTlYc{vZidaVwM#^rl=YY7qm@oKvKao4*Wyl zDCH4wB^%lz58;>BppMFlEYB4`cE^yUb)yXF(Vz*fXVa>+9hZj)Piry^q1!}p3TYQ> zD#wO4h`UvMkrkorep{sn$Z13YDd5aZHO(9z6b9%4h@6N;pdI=tcLeJb_Jz`J%`C%j zYm~S!7zIMom+TVYTm-AoEB+(`5{y}LdFj~_y$Ru33?xn}4Bx!Gqog7Q3n^)IOQ#gu zNZi&BOIBq9*A{}Acwj;a+Z#-Lw@&pWfIN;J78u`GiMGwWlCzY#EshpmYYtiq9ZQhN z`EINUWCXx&xUIws#Ag(yYP)&)!+%$l02o9m>QxUkQ&63Z{JKY*z8*bK5m<*J~)qeSCRNJx09D5wzpgxNZCffV>!!ys!EyHR9is5 z;oqLX3)NT!Jz1t{FtB0N>I7&St26LeunH!WTBErB=kk!mzc=fj1QH2K6xV~Zf5*X+ zJh(xd!gyvRMlIvG?@Aci)>{c`J|jSTp*b6eZDqe$K^u5Mu?kH8q?sGfVWc`}Wad$3 z5sGLPJbKARy(7H?-|F@Pg07gsGL2ZlP6#A)sAKBipF@H%aD4>%RooHHAk{G_TO?rN zc2R;7sOX^d|7=y4p;xU;w1z5qbuCV4psEEz%G^+Wwo?T{0ktVd_Lmqv5FM$8-ef-n zfdWFy!czncPbDs)G0#-a>Xt70P5pcEbbL0t&rrb509rQY=ARutwwUrnX(d0<6^F|6 zS@jF!E#I$mJAiD?V-(+#&Je}qQO+~FIGp8~iQF6R_XvJAH$KlZ$gxj))J)E1$Na=Otc z*#z7?fqtwV&eOV|qnDM@yN_STo7HmRKMt%I52WR_I%IDmxbZL>m@*}YV&!C;030<~ z390)!^)$zr>B31*myGh<=4j>#5ku(;@`ca1+#u99zJKO4Hvy{JsM_b-r(2k* zkLZc_E!LZU6TBFC9N^huS!$E!f}FfDE(3lx2J&vZzJ(%tyF80@-eOSg;QlUQWzu1* zvx!Gm0eV|(xNaNo9+U(J+nM(VYQV$6!Qo@r++KW*DvIr>OZ>*JC0|VfZoQ*6a2vte zRlz*l@r*!O#<-#D)h#RmIV67r&U%4gHFvN0C1QekU`c3EnH+1p6tSZ$K@_oT>PfWU zkX}nZ$q6m*4_}+9DwhVN(9LQ9M^cYKni_ZxiV-2V&!yw^0KDcnMp!8IPp!;Pw83uJ zPKo6B{z`NN;-*&ToTX+%Q32J6+l2ysw^&d>DjHHid^|9MO5ms_6j$~}ZacW~?;C$h+TVhm`(=^y$aeZ%d}Z&kM1tC#7!c2#fa`=UbH2~NiNWnQt1&4f(R zrd|u81{9NN&QG6Pr^J=z_DF97H&Kr8x#5N35=&4+-GPmvvxzp<;W1-BP*p@KQnOe} zgB#L#e8~_EY>CX3;rLbYI!G}kY#C^c*m2d zr&YiVKoV2JmjO=Hn2~}`BMMNHhA)^y3d7g!Y5i(Ps)i?V%zAV^kchAFg)06|eOR_p zFxH18Jc&7xP&=0w%Z9x3H4QKY?^X$#`SUxTqLb`7EzB%J8*iB%Zm1Q}i$Wjnaszhj zbuUqp@oEHppucFqnM}a5gJW@+uOvP#JHx8--g7DNmsfG43?80l9$o4ANUD5$#x4u& z%gz$(d`A4MEC13^UP`x2{{6(^FC{*%>Oq->n~$E!hul3^Ca#@W^=P{FJ$Ma$>&AY8 z%^9Hb*p^%S$3Nu;wl#Sw*k(kIK}u*{wUXeUrc$gsxE7bKEdEmvr=5Z>?n`;NbV8_8 z2{qEh`z!&d12o?>vhS>7)N2SPp{S!VUXKS3pR|+g zY5`BHFDv1$AyntIk7yOUk)V~(x)s7(e2>Lbs|Lk}1;e=9%8D@wk(LmQ8XlB83WoGF z{Mp}#raA(pio507-l)3}YoyDmX_B-}>qRI_@Xw!RP-tLJm}_Qs<^k6B)TN=|^+UR% zRkW1VC>6{x4JTb*$-r(?gwGrO@U5I(8E9!gLXr=^J(N8uvhZrzKVMWpp>d}&q<=jQ10AIw!#~+S>3XrD zC%u1Mx*s6j&De6yfi3NU}w`qwDQ6)JVDPo+XyPE^`(*87TqODILFMj7Oy$kn(oaTIPxc_`Rllyt-?vTXd4*&msYz+7~C8t4Lre&YDmd{;x222Welxp$xtkeal> zcHQxOJS3Iv13zX9>^m4PX80Ly;M@!%BIIV@@<5rVEAXN=15FUQsFBv$^G!l;R3fui zZA)k#wV{&luR&syb*@8&y0F!L zFsK>9#m7A{jRjc)2P{xrsO1wNq*@H;5E;pBwkSp7wHYwpV3`ku&;qTL9 zjV_Gk3Zij31AvA-G1q=Jbt2kGY3v}`$&eO;uy1Ldbo^Uw{CE9$LqdZ%oPMu1lBxfYm4JQxkHtM4zPo9sq(RMKv1I?B8-{|_M)H+`9W&64)t2L>Bb~< z+wxZe`WanLU#*nppraId;x1)^^$IUfL2cybd(691-OMuu7R>}>O9Bt{* z5ZkyK=Z{~L0of5Zw&uMSRq8y;vA_qSJx!r}A{^h*JNlagnb?Nbd~Nfi_Za=>{&i6S zGEt^a;M;2ZR6vUi37G18y5ePMmc#s0`pZn zcg@_xCl`&D&QI=ZhX60S>@0PRqwn#$PDPi9+_VIsW)=Ph3VfFES!Mnq~e!Py5hJ(1%`K~?stn$b7>>z2b91MD~vzW+nr*04fm8Dyc?>E zq!X6nYrp$`NjTdU;leLp~cxYl8l`T5uv!be7aqS<^$oW@shqN%T9 zCQNH}M;kZccU#=~`20{~{<>$`tzX5`nc)1rX)eo~ zegaeL*@i`$*~Ns|XPEGUmdGmE0?r}I4Z{QG@f6c}4?<>K*J2?S=O2G*?3fMVP}Rdk zlCkWIb-B0@d8z5%T}MPf$VCT}fR&)LD{EOKg2xau6vL>~v@r%=mP=NYZq7v_!&(WT zmoU^iYsbT2 zSQ&@giiFA^*j?&vH%Eg$D$EPPXWS@?;b)mQ?t8DET6An;W}B4O*F!wd3@?p;~GY*h1;QaLT&V`~I)|+ECEn z?_)?4o4Hl&so`hv>F!^UdB~-oo0^ybb782Xo_OdL{6h_ef@Kt7qtmL`yzT(P!f`cb z`RKLKx4_h=Q{cQ?=WodloopPb1?NjBXq*gQ#gezva)rZRlaSH%CHwj4LmMucr@e^N-vwPF5X`j1MC1Ja+ z#!h{<#h&4XukaqAdSKKI7|P8dXo^@gCc)nr`iYT*9KG3*5+`Hy7NVsx%h{fp*-E%% zu9>KP2FvbMFnZ(gbKO%~or1=ZNdPNVUd1+2w~+V%!K_R; zjEt|l7y-U`o{BP&olzwMWU0kaIHp3-I6Zw-R`^^l4$PiuE}%?8bu50{%?(2pFoQgC z`|e}J4j-cuo_Z>5e5F z5q;IQ$8^dCWQl`Q8KXO@S0tWIC)t^;^4+8!_1I$UaxT%UrEgk0pZQ#NnlQ6(m0RxO zWyJfk1VNFTYJ6R&2C;yw}!&N^c@Jb9+3`=+PZ~1 z=2DWkOlu>Hg8%_O6M`<=#>Do>_As^3BA@i{7R+Gs87LN^8DjWnhh__x_YDZWJQcX} zng>I{GQfN2cQdq}runcuD3|HBIq&zCL7kU0!6=kk=woRk)^FkKAJE_-y>b^E^B`ol zYBY}`N!Y?Z?gl+`bnP0vQ;EKulFPpHhafbPfb}JQ%&IvsY4Uu9=98luV)rN3fHdDn zk=BVYO2%=$<0RVgm|^}RS6oQ7p*0!lz+ekJ4V@!G{a2WI>AkEOvR!R=wV{*2#Y7+_ z_AzjGO$kC!!dRCQ`{hhN#U*R0k^+ES0am`%L#rF6PmxPa$;t+4B1$3zQ~2>vOzy{W zBV;vNPn|EzBVz}kc%aDR9^p@psni@=hGqPM3_<06c89}2GKzvkDptUS58c9aFxl@g zR!S)c#v0S9J)L$*bv=um=OIzq3QcQ;aZ^P5%D<0{2dR4;LnZl+9A89{@nKKS^gjW~ zpj%i6BG{db`SZ5hWj%>wGgm|Gh%uX+M35+F+)@0k{kN8B3P6Ar-k4Q4v+OT(+|g&r ztT2R>@&)wD@6(fCSLF=T)pp@LFeJ;X)#Z8GUO0|&qYU?feSe)i4D#;loG7#47Q2w(aQS1jxme#&Qhy_&&BO zJNNjrn_1H(M~5sqkL7jSgGBHdY?>V6zCQNOQl9{&OlyH)Ye?|1{R27dWd zn}j#;o|Kj|sy*qA9Mw(>g*Kt=`p(@|??~KYc;Vd8Zx}PP>LWnG3amWv!r{n{j=&GA z-W?L}y)D*;;y-wJW`PE^Z~0mHJG~K=(54wisY5gcd-JqW@mORd4nVO}u}YV#+CVt< zZ%Km)|5>e3%|sWcUWganKPwfGQP93NijT;QqOfTLTlv-=D~&?x)?sQfapUVqZM=#J zCFIx4p%JL8;bVZe2Xt#OFsJU+IX=!qYg-wqPRom2(W6dypvoDu3FL~RIPJQFImWhX z%^Nje2qK~5q>_m@794Ts!#P7SWid}4SwumM1{lE_`d#a`wHcemXF)SG?DDw!+V4X! z|Fl&VgV)!7EdFDFMmSR*mAho^v>b4N;vO$H^>3s(X+9MXXUcHviQwlNoW6aH ze-H}vaZ&+Y3G}z)w+FU49Xdwc2=b>70ZXisE9DzW2*Yg4WSh&J!Jd0{218Ax@IlyE z2vxyTL52x4l`A5SsY|L(&(A$vjTvycD4Brl64o;%U-Gs6)Ve&>=U*}_lee1bW^sR- zXJ?ie4?5gVW<7|a8Q*6g*ZladzUk=e3bkpk4t<1sIQZc_W^-hs73)SC2-EIaH=An_WpqXS^)B3hWrq!DAox8f_3BQ|#J36X)p2rkhajjxReth?`WJ|WKZ zljz&{?PJjjsj>>5L@0E9!mnL_8n4h)k8I6kd-i%0_bpOP#MgvKoJ{YK!I$w4OJ6vrznngJ{~0~k~JXB zI6QDb#gaB@(e~`u!OtHX-0i5EZlS)FvN9IasGA$x7a5!~XC zH4u>QQybJqHbt^zF|9rRp*XikG-IMH9^#IcR+>BFjnK^gVTcv}DCxve>F9ZVv5;h16g@@K62kXC3B?nv6;Q}d~mT1FC?r_7V|rW<}H zrKhpaAD`adz7l`@gsAoAezYe@=JRM6gQ?!?;aj=B$#dF>wv331e66cFS*uE3 zM{Q-VgGXEEV};J;UQv9|YZYs?>1Fz_u0wqu<8q@wJk=A~zcn}|69Q2Y4p<+WSJunD zzHh{TJ(6^{s)eD{ zwbNT_eFj)8S`M{Gmd9-!3LX$UxFQ#%kNpH z0vC_jVxADyM*E^8gb#%__|*haXmiwf*iuj>fvYKdA-~_gN6-KS!Z>Xl<7o!6UqfcC z#-*(*TWM3yVyX!W!_3@Mr z{xJj*22Ws3_rTLi<@KGDKu3_tefvI4k2#2s=Ul?44=1iq?MlyvW0}G~+*3sr_}IC5 z(R03e+41I&k}}b??|BN=h3WMj8nVF}XJoGtSTV9Rtf5oeW2a=KWK0~Zv?ljEGDEPW z=rKFcI$w49_^=AQcsO1KpWu7he(+{AH&Wb{qh8rt>1Kbei>WR(0$;f9V&y$-a5S4I zC!Ntud2M1uUURI66XoeMg?e=wG1Xc_xw;qsj=onxx)O;PYp`uc19YtB8*B6Whk3h5 z$^GiVK4Wj)_rf0Y_Etc)H4vBcjhXKiiueQn)>@pM$Jg>dY(k)qWuHyLpf0*Dy$3+I z^!m0*+k7a543PSNpQ$PMYHg^oUt`MZJ~Q5JvEub; zfp^b#wL|9S<3k@iQ>H^_@%wh;VB-_8hbR+r6k4UfcoO3XLDO$M4G4d~DufhL5gcR` zQ!@?8LQik;tRax42!$spFfq%vi*+hHaLge=?>Sv44X*K-!dczODy~c^fkbcE8pRGY zty%-Jq@4aS_f-xanl*KCLQx6D2MjDy0+8+c15={N)`?PTxSqJq%L(Yiv`bpPRM^?K z618MAeA5P=w9bz6Yk|a|HoS9{m}h$!3Aj;yqrpink+#B$5?#+RNo*8_8mhWXf8`v8 zG3~d%FxGr2Qg}=bo&86a_VK^Ijt# zGGaDlde7I6U%ce_o2eW{Vin;x5TnKNV;%XfZg3Z-^b)Lo%=c)Oa4m(*Sm|7ZVr?Py z%!_u*03G_CVD>R;uatoBJj@Hvem<;Qm4wSU+>AJxtktZ$dIN;LdOL$4s98_ttqqNH zvoM2paG@-L$ha5IunQX-gop;Y5A!taai{B?P60t39kSNg^Ji$r>lGRz`lyfaa#ima z7Tg5iqZ;R1^zUTC#+y0J-VX}aasJz)6`CGw7W>1kc~NWPud^RdgtnA?aAZ>87oBF2 zT`0pZmOKr|Kt?5nY>RMOlC0aU4dLQ|X(&OIP~v$z0u8RiH&>4Z06De3EB}w9vy6(W z?ZPlA0|*Qy@Y3BWoia4i-AH$rl+@7O-QC@YbPOro9ZCxVl77c;ezI6=)|!3J^X$0p zdmqSl;@o7!1kbjhW^jZkx<15bYZ|_A0(Q0w87K(aCm?8w*lI`fq^iCoyv2q8BIjV`XxP%28UDT+t2u8g8$=4H~U< z9*W9kx!AloK;%R2za=qLoxg21_bLs(IGr@r(0x~2BKK>E8*O>?;Z5|r;s=c66fI0{ zKpF^}61Ub!>@Dnz22y{LdK*NocRt}L+rME&dn%Xt0r!U#lQo*}7s(Hk&yi`1q_%Vp z6I(^qnO$pC{$vAv7j_ZVoB}J~V(MzYWi{?6{lnv=xOP)=Q6sz?sWthXJ(pr6Q5oF# zn9Yh6pL5;3SoLCf^C!KWI?e^dv8e%NpKD6^A5!FAf2+F>JCsgAIe+fSMiWAs<7l?=O{A*6ka>`wX8d`_1gnKVby?j3sFFc0sr_L%#_S zp$NpTqlS-;nfI)2J}7b3WDZ zns$pqRK-^=%R5_3P;$KL0C+XWNr{`HZ%2UWvg*8yoX`+s@F>B5wg zZ&4Jr?GLL#)#QvPx_{5^)QW^j^=T0{Dm@FeL(%idkkuSJr&Az_)UejY^=BmA*igFHh!zBvc0vmt zhJA@Mw8I+x*|ZwFh5leIK!Yc@`u)g~K}66ze!d%C9TAs9_i~S(})a z%Se?QcF|Ll$gVALUJ}V>SWQ-dhw2!#;KG#{I>Z@zT(V-vywW%3+_YRe*;ux-0&*Wa800Q!f%GLv?6=Jkma+JTL$A?e))p zpBA7%8UBIXiRvcXhKx_mmKX@q3J$cl(Pe5NNq$-40~ZGxWIjNltLgu|Rz~7JwMg6E zSjFEIws`tRe@Th$vvt~O@d^rs;$}^I$D8rNY;s0}4si-DAW|Pt~+)@SJjJVQ4(r=FB?F zdLEB;Sexf;uP5`z*sZlBQA?tM7MxkBs#@u*2S~?ElaF~STU(S;edoXZ&7jeQ z-&n?v$!;IZlAyNppcS_cQ2W)~wnf*di0bk6c<+u>0cCBcf+Kuur{E=Z0TC9 z0=RCnkQ){D$fkRJPTBdxFBKi-(jLLBnI^wLIEQzHWh zdL8yc76(mg zB=>M}9b&45rfrVUp_ufWE`Z%R;SnV&EW)L8sK2+==ibctk&$A8lj)M7x^)?{8n1Fc zjjH4hR$|!oz45Wdm{@NxTvt1$&*w^ z-wI>D{74j3?*`6#E$#`p^;Vr0|Is}1d-%AS5Fbh9T|JCdw{yB`0B&frgJWqmIAPSO z49;CF_wHZ@;k#BL1xr8MM2>IcEDcxk;i{nBehjp{N7PZKjsDQXg>PiIL!2egtV*8^ z$-@6>H~r0@v0EfQS~}^4ce>wVo)zn({v7N)dWRT+PkiLj%pR=aGDW^Zd60d z!P~vqftP-M1i4ewvku{PBfJh`)aHn9pS zKCBfpv(Jwm(7LMU;{Sj#p|cfwhmW*>=k!U5RiFK=k)4@^746g0;=RK@`vv;hM&tX@ z3IH@QNT4uqfcMJzzTK-^IPPS7kGDB>dkYcYhWq*<-4h_aA@2=;9W;rOYA?dz$Xjll4`J)X~ z;F`$5`G)PnZZNBYgMnuT;|8pot4U!NfeHyt(ac_Y)UZjawcs)N2!1o?#JNUAp~!uj zjZN{1witG;bbYm-5g(saGsRtKy+(X=H2EKK%tAs1C(*zh9jG7JS3_P`pRrsQDlA6t zG>Rrf*PL(M!S?Si zMN*C_$m2Ft|K;)P-@8AYi3ZbG^L$yf%VTU!}PcR z)OLNOhG%UR4eX<~>FP11EfsLt&xd!t-QrcTObBz!Mv7$4XU_?u3zZb|`;!f49{U?_ zjJ;UCG)VuHD)p(BU6Eg~pRK5^N>k^dv`b##m2Ps*o=ZM)@Uq`s67oXpl=GK2Brj9+ z>D>RkQ6%bw|9KO3bsjd%dHn?g>y_px@tq45B7bIw)}7W>d%kG+&3f@MBN|9Ya%gkU zX;ApMXc=qiYDC*u(vG$PtjRBBAl`=~E{Py^^@sQMczwWWyJmN5!cVF7LFOM20%)tH z{$(g^-lGC__7gooj1s{ri)aw>2>9Q=K97DJ){dKU!CbE6nqX;3*%Z1mq!h|epB+kD;}+sL}6+sTwID}U>rwlOr*1Vv`JL4 zivo=>y-&>?t|0dHt&Mg1GR$V=U8ha~R|-RAjFYP8D~X<$_WaI_4ea(x#h#E%!6rbA zAFlWaW|H_lQgZXIEJr2=6wJ_E8>32d@Mi)rJ-<6S*Q}$023%*bic-&G&Iu|xa8}ja zsjiB`z?oPrx8;XSRrr|-Fd}4=w2)b?an;tW6uCGSl)^>nHmX^4iIYa3q-WJ8vt&z;VYs^k{~2%mz1!|pt5Qm5X*X7U5p|8I7m}7V zs8pdjj&6xy&By8Jp1;LO@|>PJ%U}W#kW-rKBO70U$$G3t-Abl7>gAa77ai62eoQRg z`2U&bqYG=LEsoTyWoywrD$h8kF}2z7S>mAup(D8?zOhaleKAAnYZvy1Kc4xa-?|^S z9GX3w2eqby*tO!bfDzwe?#GNR*Kp4$5;kOjw2QtsRi?DmZmF4iVv`tPmdP>wBL#L15y!`a4y>>O;Mc>Ot&zWP|7B!mjR+HAjXbU z$aMjPJle0cFks(z3s-eYh)O0&Lgl#l*ey8OY~z?|LVRo=FrSc8NNGj9aj&twN&Hwz zDP}e&S-}ORR1i_KJymrir=U00YG34 z%+ww*H9l+lrB!f%Suu8)AsU{Mebjj=E2Zfv6@-vdIopBdt-v8aMCA%ug=XGjr5{pP zhX?T;_atZ@#J$J_5pp3_io{)iu57Ri`d$278YZsSg1Y#kw?VMPGjNe_RMoI+U|h8$ z7@Wk^R!%@xM5~U8m29Q|qM173Y96Dikb4sIWU+Fq4X4AC>sZa`4^0(%7nazN>auMA zJ{ErRDA?)=^96C1m^Q{JxyJ{Xooe%Ru=Bk zxwZ-s2}@M#Zq0NW5Bl3~&fN~Hh0jEZ1KtF&!xd6GE&rII5|L<%0}?2l8m@-Yr-A|s zb6UDl47jiRG!yjWXo6d#0%vdMG{IG-xs|HrYqwXt5O9~i;m~)C5~lGK|G9=FXpfjh z5v#|hqcZcDsd(LRg@D#a0f87dn7!Q8Hg=%sC3*a{0YDw>Ug zjh+j!rZTZt2m3y^S#Yi&#i=PdJRD(N4)#YVcVYSDQTqAY6#r~o8Da^jL}wS8d2qU} zuOEE%_x&?heEiEPSMt(hCU>6hJ}bq_sdxi@ufab&r&*M$`8^E-8BlKiIMoW==9*dY zY74}|4CF!B`V;l?sAFd;H1+w%Zpbqhvfsfsf7>tp{28Tco;WO)8vlX}Uu-(Go)(DQ zM@+UR1)RPW{z?CJ{@g>k3%c+m_z;0YgK?^^}bS zo<@*bq&lA&=FCZ|58Z20u=Rm^C3N2?OFu^N;oW=WLZAt*DV_nN5(fePL`=-UML|SW z!yX;gEnUzP*OG53Uj&=N_}-7kZewbvZ;mF;d}@%Sp|cLxC(q)X!a!4%(aog}hV5ND zD*Px#8+S=!RUg@FmI54%c;qZd378QC$Sv>stVebe8wnR}>->7SelfoFK1-58(gNGs zDU#hQ{B9bqQd8(VLKDyUY)_Sh4>foLM-zglRyiOrTw=B8U7!L?cdUA`(nCd&48xSr8O|1{~r$?u>jrNt>}5MzmXA z#B^-4|C0O75PA20du@O~xMQ;-rb_Ocn-=b`>{SN@LE>8n5&XKUvKa3v)h3UwOTill zUnu)mGk>MTDJ*Iaj|>A${zLw8N)n~?Kq>M0(`TH?W_D6Z8YMtaTiCyIV(iNZ_%V6GRa(>dl3a(b}}}uGdw_a3GKd@uoE*!eJ<*y zh9#RRtdw~6id1R!x_EQ83|l)TP%0fN(2sXyUH2$x(ssK=(V&gvuQik%yXl zQe|=361kOyp*+~GWDwBh1Vlj~Z!&>jEoS1iQqY%F!kJsOw`!^1uq`6GG;Fe!fHE}} zIS$a6F;Y50gWc?KN~NV*kc#1&02|h^JwMUrYL$;5 z$yV%ntBh${Gakj%mWyEJ6FzBrDT&omL}RdrLl<+?^wQ}MPL)WxT>8`=U9*4iej?V= zWD3{J@4|EtI3cZ%OPU5aF`X(Ip)KtEyG{o*-UR$|YF%Ud;91daCU#|w3t}x1EOVFV z4kQ!&ahcf%bhBh)p8AP=iSKsnuu;{*U=J~Py!ucNj%9PWOhK;r@2^|Wd-N=;olf5_ zJeLW=Zloj@6Z||Vs&D-7N*%rH7OfXO4J`3Rt&l$tU1@tbb#Fh+!hd-kKaV6^IQN&y zo2*?4O06$8U8ej=?){r&>3-Sv-bBhd5$QI-DY)y##QgJGIKk%Df2?uIec49-*aVK- zwmmPzX)MDkn))b7)Srk{yjXQRID4Jpfy`kNXE%kM9E+vk=49D^5||Q4I+Fo^W}!w9 z@32>SIN(fR?#NJ~P*IwFOOw=+Q$8I=cZlcXujuslv8k~o&+W})3crgaAT-Qdu(D7P zyJh~-(PPB){qkciMT;eknRph9Jk1+waOPXOhB%zay4x^9T&NoUVkR#VH#QHUwzxIu zTT3~s^nMrB+r%tFh&Uv<7GU{YgJ(56J8>_&PdSkSkA1nQ5jx3nicOp2tx5rEvhUZF zDBOugU>f?0(limYh}XGk-O8S4&4s zx#@E0RmBg7$lrF_tf^+MxO)qD6QMIP{8!3|GDbg8$^~O9R~8^Ioe5Th9G)l{^~VsL zunGytRMb)&xDf(JVOL2CT|G>zdh2FvHGLGFyxw`2{l=O$64b&GqJVdMUpcsD^2drccyuqj7)*=Yxp6QR? zB~4^`+2`|z?^XgVn0$jY?@Z~%CtseE*FW1@gyCxxobn0sIkpIx&4(yiAiu~hSGIQ}e8MX?-l5HHBL%&ce{hr!~X#-S|68LQje8JN;r z6dy!>!NY?hN)%}*YFYeysombuxdK~fnEvX>gssS>YHuY;~5~9FS*bUM6+VC&xjM1r;KjY-*L%Cyx@5dGGYL(*`5w6IT z;Y5ja{kWy$Hl?n#wQ3JK1S3)06Oq%NwDwu>#^fZ9IKN8jA$H)tDpaJ8kz!?PRg6-)Rl5cZIH0Jj zpg;bn%90O5gUqzXuMd3fg=1iR2QOBrwQ8wh;G{iO;)UBlQ6+h&w+N`tmBl>Z0Ux3| zRy!#?e5fL4%m$GM#C?HN+lEt6>1&&<=RoGhfOCaPLY#J8fKQQ4rtnfn&V^+inuFe( z{Ptq7frtJ>N|719Mo6pMEz*OIPT%V5eAemDr583wU@u8@p7stwL+-!ORy8zr2VZs) z?yg_t4C*t&!((87(HoVS_v-F_D#Y-+%;?#a+nCU^7yQj)N?c-eJ-v}I6^=yWzu?N8SVzgR6|Z>`i=6_`dzV#weR)i5ClLJZ7QQ< zT+dh9x>@ilZiw!1k;N^78!VVXigiPY_IGe4D*W;^T3XjOM`H;Ayqy|r%l`_FWb0x` zpH9qOYcNMu(he#;QYmO~aP;S)%{%=9=Mttyr>1S)KDOGl}tp*rl(TT-*G2euLm9-5aK2QdTg7)m;$%1@v9KzqBtyGZKS2&tSr&0 zr=N+i-M3R@g_(`wjGZ^~=rPh`8sn8SNirCh#Ri-`BiYl3CYK3Nmsv3F+>n{YY^1In zt&uVaa6yQb@=y4Ya^>+kT&H+YUO%X9teG3U=P#S#jO!r$5m;hU+FEh{tyAa-HK_XJ zz+zBdI3m!)j#~V-lm7f>ZmZ01^7i&oOL^a>I}=2XJnL6|h)`EpBSg%GAvW#mM_z{C5?UendKa z_6x@59Iyiqk5rxjOiwLANV_-#ZT$y+_Hzo4R!B&J?g_TUBVBUNkhB?~E|AWYiOutg z1b(~tU=AKMNcPYk3AEP$&}pT?IhLR$st{EUMNl)N?0z_c4TbFp2Y=Nlv^ze4C=F;H zQE+$Oy-~vltsQv~N2_XqmmCy;kj|#1&9xDR8s$6Z6W~EpNO7?#FNRk5xM=zX)+4|{ zv+08Qra_a~&^oxfZyO;Iq0_6@Nt7chvTCTGj5c{+kf&*uxSy_DKTkI zKFPlODeG-Kg!EP;@xWBgj{=|9R0r*YMN0UvE1JMPOW44LmluMF#e~t!WLGeq6Z{8M z$fXY!`1H#mlr)G(Y=-ekioQ#!h!|cqr*M(b;Q0x;w-XezXf3sFEYx7*ED2S|>oaiR1gkz&!|zsoEz*B$>tNz)@h zwTn^OtK|zS#T!Y6J^sYTo)&gBJ$W|+KO=vi?P@5Dg~D@lLU5JhX2Z%6m22R>Eeov* zhU>5<`N5tO5X7`0^;~B5r?n zMlcaEvvRho@1X~$l0vkXl$5bm(ql;2qk>KBdCg}=lSMg2!o7R|khpJ*+7fUHNu@I5nL)(ZCWzcKi zaMLj2yA`;Q6GX@sr#8~xW$MrR3q=sU`*r$fG~n`^ zrDU!lM)Gr@+q_ICnkIR+Dp*THy=kq*@;NhurN#*)bX@QvcO*vMZ%H2i5$EUx5`fn} z(uZM}z=2JK_@f*S3cK@|n1LOf7U3#SxV>DpzOcXS^5i%@5j9qgi*GG_$)wgqQzSL6 z0zulJnN~&@Y5p1+29;`7@hep~c$kn<;i$Y5AItBZu#YsTrCps5GP}mb(!3KuF z-e;QUuExZFHbya}nIxB-QVSLP4zt8XY`0ghNWB*Ha{Q>uZwvh{=N@|`GMHYM1a_uT zh~u0><|Q%Tu<+U2{p4T+?wccwJpPz9darMbnXhUB!lX$i6c&x|8T3H~D}+W<#eF_jtQ7A=z-GMi<87kINz z>-u}+OV0a-T7Z*bP`KdFtS(v+bxe2!oYmS0&jAve)#`T}bZn1A1`zVDy8y^cWkZj= zTpB6!?~l*Rd0!PjOI z=*1tqchd0N?jO5boRSAA%j-X$jz&mjW%)0EE4$UmC6_>l4DORP_149x)f6lI5j+=h zbi{4H$Oyc9bbt2RD1I21;k$~{w&&aWvSck!md}(?KoEM6#~nBDit7%#^tsLZnqWl- zgwLdrVfi93kdE+HBvfd|!$p~RrNdp&zWXw-|9pV(G8Tn}qs?i1guU0(i_LtK)UKKG zXz)_y!v{EOF!UoxzklRmjjJ1S@UECEagbHIkRGhA1ummzxB=Nruxpks8Udbc>JH>9u6uFROiUnVSOtWpMbTOrf%)CU=umWa^zL%vgh zgwJ@;f&*6xh|8ZUAvxWzc;F?6Fx13E%r0Q0GtOu$%9~XDLt(n?P#tpdCm^TQkD=pI z?<%c?f%qusD}ww;I{7Gc+*3PT*k4_$VtZo2(Uj8s#ZcTSIjzEJ8IYZ+9A2o#a2JY>T+qBY9>LVz z_l~>YfjqmQ2=n{a3|oHoI=!E*50A-2Pix$_TYH4m{t~xjJ1v98@roHHZN0wKZcphA zJATk@GRQ|HHBB6U)GU&vVMI;ywaa9`HA;nLaoPMh>{L2Sh4OM)E&JR^hxoswcAaAi znWnKRSMZ~md!w&6E-{MTpqU;H7@POlU7M8bBAOrlyx(b9`-Kc>Cjp;H-1N(>VXQCH z-ZhIG=y^OjOZjJu$Zwxtd7b}mjrSr+2Lq|7Ymo<6m(UlU^L4(Lb@or`{|Zq4;Nc(t zvI+BBecp!{1I}RqP%&jOAbG*~#hZ|NB1#|$Z5M7q%p6O))u#ExB2C(g13)zvtZ&x_ zz|cx2MnBU+O%FM-ehQm9_m+6vS=^6?(G)BdJ4}R-EuR98vf&D?Y8&LjV8SGVB)2E2 zjc;oB8d6yll5$exhih&b=@(*s_tNZpOG53<*Qk1xMDT#D7Qu0Y z!euMbEEYJbz8saM?mMeJEvjO-Qa|4!?l^t1Y`bN7kLKY1PNx^O!S|T$HO&Xx%b+rY z2u(-!Z8s+LR1z3cH3de1y{v>bKjU0X9^feQyY%|#(M-zZFaK1;q$-`S_k0{&QH3m+t6yC+OOc`zHbOTG1qKuqC+7@Y ztr-jE4Q=BKPc0FsM5&CRbKWrxKCK79@zUsF#oL`%NcW-UAcj;c6d%eLj{|0A!v*f8 zR4wea194kd94_6l{~*2CLh>nXggm3eF!8o$_ehYIA{rbpbw)fIZtVBSEzH4htf5FL zd(EB5?%3ZFY0=UPz0N>Nk!~AJE92!fXd$d^%bsG9R?H0f5|tgoJ%M3;FYaw@_^Ap{ zt+>d(zU|qZIHxhAH6U^4_i`%pX$EPavX3%O?T#uR55VZth^iW{A~>T$o&rB08>5m0sa=`k8)Su3)Z+ILi1 zoZnOdFrpLCce-RR-DwH+x`<$jo`F6_81KAq4GfQR5efssX zBE$^yMH-t-Ym@6`{App)-kXk78j4W&}$XY1At%WGb$Sfs1_ z5O#cun8?f9vYfZgNxkCrlOtPcF+zP`JJBG<+mEx?zlk{@#)`ZD8F{dpaMju1cP{b% zeU0jFzq(O&Bxt+&x}id_%y9Z1c^B#Zf2%wLGPc?;F2T)j=4))Vkbn+LHL~!L*KDTT z+lgQ)>-frV!(!szCJ?qy*bSg#3jm6&xv1T0@Ya10&gmYE0{|>qs(H? zhNR&`J-ZuMaH?I%f3%9gMNZoz0FncnA^>15O{Bn<>Wac#qk9AepvD$7pUXzg%urcr zXXL7$?bXU&3{w(4Zu8q@&t~9JKTy%Gwmkn+!XyuZ+l|2$lX`f z9}|+@GCzi>py~3gXv(SAAlPbpze>Bt`D>+uHdLcgq1&i7itUKvw{FwPOQmy6buK7y zXcxpAbvT)I`}Am~-lo z+xMUQJq2zY=k)Bh0t1Om$P6BOW?GwLlG~c|kh_Eodrogr-nWM!{r)Ox*NRL#cq{OU zUpi|76~rH^L(u0T;MeVPMEI|jBrVB_2H!Jhmmh4B&Q~-8IxCN%)-@78hZ1?v34p%zM=Bj{rXnPXc^JF?@;IkIYw7 zbX5jA--?1efSD3)RZ{5j&kIRF6-ozx!r^=p!U6O#X^KqiXb`$H17A5dmC>AJZ_jCo z=^Gs>E%jkn3T-eGTsUGTcG#WEA2jm;wg18vXkF0-K>nkq?IOXq&z;-e+)o}RFO4+}=W9xOYPENv<^xn%U#YMey3Sp{v z)iX_VIg#$lVSDqU=<61n)2R+T`vBqn9?hdo8j6_GGtaL{yA`(CpEzI+&NOdf_M1jl zrXF@r?82{0n7Fg>=qT9e!cCu)){+g{!_I}O?e?%PPiMZlacsTr!c^ju|FGIQrR2wF zQ9UmK)ET#U#}Yfy2C5|`;75f-2f>>I?lbUGIuW`M%C0*ewC0YuM2d@w3#w#+IUxIk z1X`(u+hrjQ5bmgRC0XV*nDY5xQb@lkHx(?R2xf>uIqy0)T=r>>88A9bt)k^yJ>jqz z#&)eYAr|E>}Cs$T$u8i!dXoK+QL$b30wS1e}rH6gijh@XfBFK$6j4*%Xc%P^^q1r!A$Uhz^nMBuHHnAAao@CaKO*=s~FY09bz;3HF3-}*FJ zyTFW*CuT|9O$UHp>WJe;iP`xr&RaFz%IB(Rxdcj(2-<)Nv{>uvyAG0xeGNZ=i`Tvh z&&kXokFS=G$^C%_?_heXpXt1FZkHWO68$~cg0&C;Ja8*fA;=`6ovro?|jV<2n3#JfJE zp9E>neD**+WeR3uZZ@4Hh*-8Kevuj)sOGQjLRvBNPHEoW;!RyVsE^hsnUxn;rsHYU>fRXa3K-1j!1PEy`9}1=B(9jbX zD)00GW%VWCLAnv#%B7@(M4_-H4exiqS^XK`K^Ab$(E87$qZg|0{}ctQc! z+c+EsxKSlcNcS^KxPfPk&p@1wRH&)2X7RB zHgpOo8TG%Wsw36t$?0y+JF(as{b=xwoU+ch!!*oZPwKzE9!|*HFC)<_JsqlF)j#wx z%GfFXEH~k>-HCKXp_G0qP2#9TKP+Gl&)-Ep64%#^~pDU1%onWx;HljUg9W z1c5Mnne*;GL4;CgmRTf|164^+GYGqCW^jX(EH@q8`(ZNOD3v)g&WUi;4|?s?E^VY1 zTKQ;?V%g>gO**MR5V4{$5BI;?>gxltF`5ttZOg|9+HG%&h=LR*oft0hu@X7|ZCB#T z8sT(`8bL$d{&9!DD@rlio+2J_fo7Vv0oq!m*cjx@z1N#fm8Q93ZGQG0{!V|tFPOGu z(eUJJq?R`Lh8@K1fJzQHW!w6E4RuDb{R5sm_AAfdos=fRQ*@)jk@be1sy04bXSVL1sGH;=%{ zly%?~Ed5}{#hd0iEory6A=45mTfoX4sTP&}yTrLZol0>u+nzwudQcTir480fO+Ta{ zDOUQx9H}GDfFD*R$dhR9`Zx1+oL^BQhO^Tm*sOkPnT}`Q>X_p9E$KZ`^+iUCIkWDx@{fyk znt1BuIGIRpBoSs6yFE*Yx-GF5av;n2Cn&HbtR3VSVDxLO_}F>b6J6Aqg@}X)2kRTV zF$!6)U>1JP$AZ<8vUme#oVsCWSGASxH6Q!5@-}}54bA#m3KHIrM!s5cZd>}JsflB_ zJ${_yt==1Y)v~Lq6K1|9FJF7wyUp3>mY-TfOu6EL-Mznna>1OLAOu|W*A^c3>?Qg?&yt=a=!#*)=uKbHfs?neJ~Z1}fCC(y*B3g{o48Lvuj z5E)AFU#tk6o3VW;?%o{sa-0D$`M}{1^Z7-~qAn&sc%1}A43yw|Hv%M~FChL1x^AqV zy?is}#KEmufQRoNA*fT@{n!((eKEq*R1RzA!ROEquH3)hVbWVG+)$8U| z?=7}Ul1=o^WqwSU_KMJTR&60ti?6QlI*h6hv=Ne)xc(mZlo0e#p`p(VtahN2xQMBy zh*1y&{7G>gB~Iq5`u(UxCsIc_2Up@C0s=_U`CEG!E_A7RfnM?DxVUlZbRf4<0{wus zu$gJum)x1QwM92G2qrdDwk>$_L{sa7A=bZ$<(Iz zm2=IOZ{=w+sHwF z7W+5i&5X#`@Ys*TzkqV7)y?h?vzNOICDVnr<`(y?q~USN3<+wLJp3xyh{|h0i7OlH zw44FrNF#6+?8)+!tU^DZZ`mY{F9SJM5rwm%!8;g9<$eHVlXI^-@Jc+pp` zfJCd$lnM-;coSY=N+qoyqb5!D0bWi_yeJAO7Yo~lHkA%Ui)6h={thQ4QAZTnBo!8g zWYLN85eZ<|&TrLZBNG8N9N0EjjaaSt`IBTa7}|x|Mi?8G(tm*856(zqWyIx-TwsDB zm`pZeMutyZx9-X-{2&TWko#}lwB^Hzg}{YtE1A9yQ}kFftF(6yQ~V))0&c9PWHyHo zr?_?G32dFJ-S+S%cps1uM(>MgcRuDfq`=(3TO>b}*G=6)_W%&2_pbOYA9;a3W@ek6 zWrpqsEPZCSy$5x}j3puKYUo_IJm(wpU_q1z8C6-;R++gLem`oA38x+!l{V7M;qGXq zn;NZQvdcwYH&Sl0r;a~yH>vRKo2BX6!tTY|o~!Uz8C5W*1gp3;G6!?( zo{EBV!l3MIGEK!P;C<=$-Hv^4!(mV}rtkA|C(e=ZF7M2V6wB3$*)ehA0JTZ*m&|*@ zx1fwSk~CMT_1zKde&@s9;W+=iu4g~z?tVWz4%XcyZiRcEC7w2W**i0mG}Byt%rk!M z2sov?V~@YTlkJenVr7f}MApzHkhgify+Ul){_m*Q`zO5IQTil9MQ@=X%4O>t{#IA z)RcuTMR;_1Gz?pBPJ9ArrPS(X08?`*mrNVPe`lgi9RKk9R)UX?1Q;&+`sN}k{IHDwy5XUh9qM3ElgpTPYI=#=8UuayOXE@y$-q=?y@GvO zyP5uq;6T6C`VU8A9V?6s2l$Oun41YtD;qZd@qLh<|=}^w7Hv@*ajh9!3TD)!W zyL8~&%WN#{q_ZbP$m`cv<#Us2%7^{v+LKG^aM7AXg5OhTHcD?;eo(&SnD&;OJsH&Y z3VLE!Jd*O5OJ>Iyn(^sg4O5Ne+w2Xi-$vquKJyRfaSrw62ssr3CCj(^1Zw*<)w29Rysie*L z#JG-IZJehWKMr#uN;&Pu1nIuE+H$gY0FG>{@n*GZ$)#!*u=TOk)->xdEv%-5D9PTR zq^vu2TCHdr$HR=d!gMids08JYjG=)d3E zd?R|lNbn(88W3@w+>|x5(jv?YvS}?T1q(tJ!{z8At4;_f(2}_;w~(lCT4DWJOi=;K zv+*8R_`B52FX&af)Mdw^Fcqdc`f_BnKG+4?)~_)14(HK3YoVLQY~t(-Ii7)(6W#so zuSD4Y5WkUh5r5R$RNCxAT{Ujn97F`V;at`o2(;NEnE>v?HsZGdni$OVoIr0X+f$bg zzOco8o1w@4|3oi&2)^qXp7}NbRzqSp3%pwmV&C}Nk)6F8vl;*KKDPfx_WiWv&{7J# z0WgQO_{wQ%ET~q8aF0F}C^S<^pasG+nGMn=mJYgwB}CF-Pf&-8TfrhfVeFXsV$w&j zZ4&;Mq;Wwq0D4+NYJ_`(BkL2{_Fs)6jtcFEg!;_l=iaocZCtI@nKuh((6B+lMx^_O=ew(qI4Ai(Bo1s z9W8?VyZdZ>MiQMxH?LPrTP*I51>#u<$eBj44}X=s8z0c$ng`-CeuJUm@sKr{hX3#& zZ7GoIHTlU&i0Le2wW`%|Bk|bRvp1G7Bp$AQEq^hj&sq%Hn;|b@FFUJQO`l6{=hu0| z&tNWWnRV7@<}^E+kEkT;<=S#U@FpXhevEsWr_tFum^UP?~5hp%*VcD z`rk!v3sKSms4(~Iwf_HJk5b?D{(Sv8M#anSw0FuIRPMxhT<}XnjJNl(pY{2CeO*UL ztozx&xaFrr?rLHx{1n)A0cr9-8qoGV%;EWJUq3?6%G~k`e1oi&XU8-OcR#~Df2#M6 z-J4gy@8ES8vHH)6jMw#fA?l#M*GNNP&JGPRJ^5x+a72S=1FtsK&828p5K4YW#QYdG zFKO5=a_qlir-NA^vVx>(e&{}d2MzNV5S3?&C7T7^6eP*Gx6=QH6xc zHst5UFjIf}D*pa&Lj97)v(EN_>-^CVreI9G3NCq%TNZ_?nz~x<>bqd*o|$5fT)19N z^==VO7$&#ORViq$kQx^A7el62AAlQejd zP%fpWiO+9S_tYpSK+n-mWb0P1#X`)NR>h`Mf?6v$c|v(wGqZ?`{W_=q^w~i~S<83? zdds(_1Sa$QLvkmqm9@XHt>>^ik>3lw(Y8F5Y4QI;dN1P6u{^HV9sBL6e`??(NjZkq zvpWXJI_5Tn$37?9kgPuNfl@&bWs*2{I~xxg?RECaq1~GOFIK*2-#H*u=P5Js;=NoU zYUCt*=;ZzX85=bJ^qX`CS=D<_e?SK-Yuww0Mf&M$Ng?o){z^VT z+C2z5Vxr9-wq7K`M}=euX22e{C23~gIOkYr1BqaH?1d6Rz%NbT&%b}654&b+ym!$S zPoP^E=|r^46ppts){hyHc$8#D%6tn+bHjFi+e-qO^8h6PEArR=3yr9y4#?M*^*>&-JQ_lz_H;FUNt# z0~3;>(JA0k+S67FnA>%tup(2!gB1)l!D;4qinY8fIMxr_7r$_;9Qx(aAb6_y+8AY7m$bKXjUjzJ1i^S2rdWR_9k;jOONYvgRJWp3*)4 zEZ-4u*T0nt9Uw9B36SqzegZQnwCzdVo^wqZ`-w&bb1$Ohe3xSJE?tS#EY$k&rRlQU zHCiXe}`KybBh?vb z@^12fUCq7Q^ak%Qq!dg;`(!l#LSZ^5I{@H?(R+q?(XjH?!g^`yGw8jZgYA6&!4KPnNt+iO>?{Z9^JC`T7WE$M1BQP zeh)XZA*S%h`1aBNcw~($ftIgqrZ59vSHY2&zUsDk|g67KTW;P}cg9YQ`P<$Ne z7J|J9aVsBYo{7uDbWI6mOU~>VCU5zXDp0J$XunphqYTjn22mS{_t!5MBF-e=UF-uy zsG*V0yI~yod!;VlIcd?v5oVdcJ?+-(|6F#(qto(%4iC5$!}UP1Wt3aZxU$1%^76On z*Wan}Xu3T0fZ}mE8{>)hB^NsJc;eP2D^CgP5tYA%+<9xS(&5B`@w%^o1A$Ea3Ke}J zi=Y`oFv3=^q7!(_iI!f6oQsXruFwcGH5CDrt&K@y`Br-P? z=NAcyLzS+GU(!x0Dw!$hcWU+=khBz0XfM}VqR}j%#F0Lojj! z3k`aywQ$Aq#W563@cB#K=~!J2tvx0Afm`NiJhD)fSf+!7y-xjkgVzI)Ad=NkJ@N{4q;ZYe}rP%p-OOL z5M*j8`o}VZSnj`TH|$Ru^(~1mESPBA3UwtMQ$lQ)Og)ZEJy#zm^V{%jlGG&`Z!L$k zVatZr^h`jchQ?~4)SS9U>+fnn>|+8l2)UeO!ZGdf4n^?Lv-)kh-3cwL4!%6t(?bVe zW^-R{mw9CGVcU5@68))7wNrb$Ev1r#U#t1aUiiNCD~g)Z(VG4$kB3Q@q>ewHlS`X> zoAo;pR+?J^xZ#276kIY!pfJfMn0)r_9AFIQ&e}QCvB+!NP5$zm`=IE!bR$D-&_%3O zK-w3Y4yrU=5=xe<2Zn-3*X&OvSJ#2p(K%=n;e08*INXh}mkki;{cy+c%H;I4U{^yr zb>D&mVf-*MW!$_55LF~Y0AvH<)s*hz(q8&>Vpb#o{Vgtvdd$>(^k9&egffZjH=&^; zRt+K3P8FGWERe9=r!@(U@XEeig#b<(crH*`HiVyW8A+uc(e&<;U9MzZ@q|JACu-A0 zB8mi0%sgwJM@ucQA#{JGW671-clLYr?@^soyMWA~-^Y;FeFX3#NFf zO8f;RRSRU2`WgG0-xPBOCv2LM_&)(==4$Ng zRY*t^f;Cxaq72EUjb^x$wGLR`>s8gKjk%A`3|7)yrHcOKEiG;KJ%vzFF1>Qn0M3E+ z-SZU`l#GEf&GkE2Vh#J_{Vtm1>@E(c@U2k#kv8uXzrpz%`ZjwO2AzZ$a_TulE6SE@ z_EhL>pLseR#i)Kg11zzgr-q{P!i~aGu~!QEEOUwxNml(B9JfhVAX=IeAUWe5J9NS? z6D|KnEu#QuqCt?vv1ERLHFkv2;wP&SPGW&Tu?Uez1RdCj78jz8I=uT^I)T8&Q#-nW z;gTA|DtDqT(t*;vZNd`|ai_JtU(HK0vun*u%PzVjqHLQMHN?Ld?PvD^8DkY(<34un zq7v@_PnU1n(Ft`4&zM8BTTmDwlWR<~_=Z(8gd4bdCFJ<)s zWkl&eW(0;kaPN4l1++6JHr6s2&Mfiuns~N5|BfOVp!^D$Pl=yKJ+}~n1;7-% z0#zowom$=ni(1oN4(efay9vmq(h-(^Dp)kzNxLO&w*~VRE~prbhXTAE=?uW&ENx2r zv*r-R0I~e~$1)%n9nvTqL*b%%P9>_ZMj`u!5{W;JcPOMHG#O+HN0c}shdcl^IEY%N zARR$eP71?U5@|#=`ktkcq%KQg(%12u7*2`o=&l# zmezKf0q~fOY`XJT7;3Gg_KVDXQ5Dp>ko~L7YF3uIzXpp;V_RC zo-=thn(9pO;sDhlX~{oRBgh6OE~k_Kx>2dW0ZQ;UrW4rK=R>NX+tVrEiKUCDQsS*e zMLn_;^lY}V2IYRKle5=MJ4%+A8cq^;M2J)EFpO!h3n&?}@ge!bbui83ZKeOGHLY&? zF|AE6-fddreD(76TO{jS>6c}y4;Woo6S>W}a+zhnLTWy5^;;L@dbJxu z=shqnx1K#O*6}@8vb1~G`8=)>$pKe$(@`HY-<-(&1CZXdS%G3$_wns&b^7o%>Z78= zcdqZntw9kgJ&sqoq(>sY01<0cxC)Tr+mrM8l2tscg$;xgIgl&=eh&;!uE7N9BS?)< zd`kfTy(`F^!sW0q8Yr~OH{0;PUDf& zUI*?GkwH{2r-{;n;07gG_eh0^mHN|7Z?}x0vlNvv4tM?Fa%n`#P_hj>KOdwR*pCqq zSe8lp*|X!THTq06e)Qch+yJVv;hfKRe!NoV;e6|mvl3J8NQ+xSBBWa`ciJJAfeOL zgkEipX!k~k3Cw{_8lAuhi64D~)k45bagWBDM*l&Fv2bql#|;+?gclLwvx&RQ?SD68 z`o#4*g5AU2E|npwx&lxWusQPG0H53j{raL7+M{U8sEg$!4?3gl@e`zgGlXS&{@!7@ zwQT2(XLu4K+Vgh9QoIkUYDTt|Unv0j_eB8#q9hiK2}@Kx$m}9Nq=cvgUc0G4LDKdy z@&vb04gG)F;@$ADevk#+dw|hq`XdE(q(myNqSU^U;1x-g9T&zoCmWO~-kLeBLSyEM z09xQwW){H}eaMz-X=*2ctRUB(;X_kk-*8z+6GEXUOq@j&fG?3pR)2C3KnsP|gZ8l& z6{regQb{x--^uRq^5LGY`PL7Dx?$zR01Rai|Vw@6yhhzk|1WC{jNpfr2> z8b*Vpt=RRsHL`TAq2EG}uPonl&vn=NjAJKV*s0fLsCpth8%}A>c*5BjvWyR*ti`50 z01qj}VngHtIo$v=Z%e&LR`uR2Wfq@uB960Bpo`B9hcu#kW?B#NDDslyIKWr5SHwTF zAWZ`F4aseoMU*f(b@X5j?X0s>rQ2$^p^uNL6jl0 zI++2yNZA8`qmQ`Kli+pY0=fBE4VO$&_-0EZ3acrc8114j%_qd~9XgCQ=xKPP0wFzf z4*Ag)MACAAb#5NsN}yEg1|962dC%@t!m`H@*9;v-S3#0`dJfi9zA>|@N*^#mjW(b< zQ_T$ByJQRTn_BNG^>j&jDtQu~i;d{jFD|vQM6M4Fi}y+AcJc_beRTYi7!+_-q`nN7 z3wg`y%LRmH5aYv;1a~PF z{uy$0Ez^bUkzjKb`ffUI^SAiq7S`FxdnOBk&{dCtdF+GJQB~EtU}CG0LVBuBv7NRx z1ww;{pUMJu2ffuVT>rCbrt~i z@xu~b7LgfLfeWv1e5vx<0;g>*P2$2a9U}T(u#d`~qHhfv9WAq<7n5=BN+f>Gm7rbB&)^CBLDZjI zjUG=6I>lva+OV>ZD)%X&iDTQtX4g{TI@Hg=<)+MK$tO1&b)U}Dt-HP4>mId7jvYpW zEBpMzhE#IGrOlJDX6uYLgT>N*j-u!Yr0B9@$K)tb_TAIJ=*&fiR3)L{hqVtO+%Dfb z9CliXtn1j{tsOE-BV#oc#q9<-St-*7s>wJK)O%XFvn|SvC*E}d^4RJT^M`ufTsYV7 zLYxe69AV5<>QFvzI)Ab33U8Fb-F?lT8wB2$3P@`eXYJnre^3>JvqKmJE)y3l64XA}uUBWpRwZa7$w0$8PM~04YcMDNhJ11j)z{0bfl4<#0S$LO}+ZLmpWS`jfi?EvN`pwUVMPq!VNGsJA&qIJKpewH|Z+1iN2OU41X8StAK34 ziYj_oCV3&~T78cyW$l45t%JL$m}qgjl#MgP21mQ0PW;p+OTxMO(Q^U3wD#L{vZe#H z%=|7GoK3oB+`*tKpDRCaH@%-HVh0g!P5!}sU<#Ud;|g}e`R${2^L+2f*-|q{y5H>Z z_g`}_OM9675xPoi1K4rOX-(GKCi*?g+AT7KM-XpWy^?tv(!3o|&-;Jc^8m99@JuM* zv$j;@NNV|^$YMr@!O>(&5wqsf`}l;E%l3Bgtc=p#%{Du%Iqa2>RT$!?D7KtGg8Lk` zU-Xq$$VPtZ>7q6!u?-0Yll+NB>DKnEcJJZ_QU>h8v%-kNC85`g((W~n(-bY9efTbF zhC^Z{p`rZNsk2GA)fBQD$xhe0G(ol`RAdS{J7*?)Hx9oxw}=z?O;Ae&9rr2L2F~j4+1!7ZD&&(V_0i7bU{Z#c#Z1f*+S|1862Ub>2P;m;MXv z*mX)p9&ixsb_E?wY?IdcYS{a`C_xoQ$XD58t~IHF1pD7+zRm8L`f9b2#2_f?GRl?_)V1=taKhY$QI` zw?=#%j!xMON>;n;OKv2bBtu&^5!=%|%J}a5H$cdP1X+*zytuvMX$=c9ic%RjD)d$z zR||@p9h%rTx4)QDS>un=cjVmWP8ypXw&)BOw6UHRJ1gz=KAu~UT=)Zv+iJ+=0msj; zRT!iAU&P}k@N0)pt|%ib<8dpVw>R<3f1dk}(pY7UMXyXbe#&u5 zSgptjsmgAgMj*8sfzp5}Eex#pYIG3%CXkSf>qb-gdZC2deS5lcjc8z;$H%8)Hj50m|+s{|C=81>dYM=o71n9ipNwxN2s6 z!4zfEHB$&STNW!iZB9g)`7)WqNck;U5gyn9RAo=J*85ZhyoPs|dGJ;LZR9&JUu^b1 zT_YNh(7EF>ez*_N#?tXN=?{gwyuk(3YC$V1jlEuWz;q{t4*O#iM7*V10^oMQ@Fn1J z2}b=kk&58ZB9ZofFvVJOIBpXn3Y;Td+K8DiiUcX6p zrCM@!Ip_*f#5+jGFriwEN@Z%vYNdl&QI5$A$BGmx{g?zQTOBGTkiT3_tEo8krG9c+ zD6_;r$Z~|^YWhS#xD)P(0(Y{$-(SWTgG zl(3s~6&>p7P1D+tGk@OHINRt;>U89-YZsicJZRzXR?%d|#4j>Sen3>x$m47^-0y2ncv7AQ8ubUc_j(Sgg@#C{-W zLhi=BrshWjDfZ72n0e1q$>8)amxYqNZQcwXt9broRCQm|6aA*hD~uu62H-n@6ukz! z=zO7bno)jE5uSX_>Y7-Rnv#H7K{`}rz3(V9vN%);O{^u}hZUn*zvyr%luGVNoWVcxb-w6u;ke8eh1yBh9M`QE70g&lk+R({RIdD&Ddw-k{a;vr1JV*L1d_ z3X=dmv?P9*91Tnqb_Kx@Vk?PwG(EYKh6@L`Srj13^ff-kzu8^si+i6UI&$gSiK`z z&R%)B4bweH0u5nJ0&YLl4=j3x5j#^v8=C)Gy9C9S^bV}YD~e{COQ-%~0=)YFY7kQn zxIhHb_Y~on^wgzbpx5fSk^cGl;6!e1-|FvmPyBHjmj7_nb=L_Lu!6rI>pbo>LADGG&1jEM*p zuh<4Q$>z%q?10(pu#K*QpG8o8?ixt-Tq{{2@uQGmp+GI$4A$boJa%Gdg;E$-!^|O) z!cnBcvP_9!+ro;JKF7J>+Zy)MwN~xX_}C!_Skyf`N`;@f`kAsCPO4B@I)cO-`eLy? z|Fke954@W&8B5>jWLuec~JN`0Xu+(Okis1C6Qbq8SOU zWx!c8w$ph+#-$}Mr59uWTE=j$d>B4uxTH6i?2N1WtST0Jo7U3d8ALrLPu5!8;)30dg$%6Nnj?BR00<*|p*{1#ae zPFIiOvOVCoK8ecE-#r-TCjNd7+4z_3;0PA#>W9e}5TT`%q`9KFh9)jMWHHhSA)9r34UTs)_Cmi38f>%C@Z#TfdsXlf0Z5sasblsW@+-Zy zDdg+N>fh!v_?33G*C_KMkxUe-;fy7b?H>ZVD)6#CY22uZBXd;Ps1LH3sVNPzjo&9? z{66cBiaWX1>+(V1R(a>fL*DeIZ`d*Fv`fYiP6KiYY<(8WzTc}_LD`S|kDqb<1x~0v zO_|iRfZT~Dw;E0nKA`hQ;B)fa-plFa+Dmis#+T`W4$Q4$3`1blDJg^_EqY{mMiGl~Xf_S3 zHAz-XGaWfe5!KOG_?^n5GikY|@+u~~{Xot@-yfb(sZ3nVEIeFof|r?Y-;8jkeK~mY za6HgOCtx(|AU_?Jy2*0BikJ`J2u0c2vVEulJopU{>Vd2_7lZYjbbkLPJwV?0BZ3ct zxI1D#!=&46=7hzmP8U~#J|^O+QwHP3yds&^L*+HfeD63Iuq&y1sawZBviX^?XrZBV zxdANV_MgJ!xjI%2xncGGbTS`_xaJ~QmWO|3liY>QN#3S65UZVl&)?YQBcKA^Zk2EF zK8=BGIYNy1JGem1p2GhkgC@7cbvR4^nM^t$FYiJd<)`wAS^5o7yyXXZ?$m1a6w?Ii zZC;*{23uYMx{43300;Jw_gx08W|nYF@Mzc5T=?y)o9C;O5_DElb^XW{Dp36f4^z70 zg?c~4PMGX!-Rh;>`7PS$i8~;ir>VEU`RQwe8jd?1!dtwBUMia5=gB=B6=v2&84MSL z=L`>J<{0`juzVzbeQrVd;DrvsG(e1K0$6Q!!}{y53Nv4~9# zr@9$%vv;aK(S-eHArH*Mp^7(I_GMcXt?=02=wb-Gfo0J%Kepe7AlwVQzEB?Ei@jUu z5&+f)$G1WqHUBW*F?!!n=fj~Gv=t-G-2H79gT4?s%+@=$PmiEi zAqBwXZy6quIn@vC5`_mYC{|;$E2n7tO;Hzi{2BOq3a80kJoy3B#lTXt)Vqw6v?pFv zI<}HAp>a7P++Eg)qg47?LZ@YQ9y4c;L-Z#RZcn2b32Jfbbfe_gq}`g8#Yz)wJ2+GF z+zx@bT4=uu^0({w!+F+trUn5%5w()^P(P3{uaX!S|B-&v&gEXFA%MjO=95^Tjo~~? z9>ha@sex~JdF@f`((W=-`6;Dn0k`9)u_N`b3OmGB)qB=>U#jbtTXZ>a04+KcX{tqrTAI`lFMUGmZ zay~q7pL%&-MP&)ZJQ_oi^eq2;E4ca3K6*$z7D&g%0!ZpG0UTa5eQcg2oQi>x0pOAn z6dS*K`!d}P3IE&WdmC63l-8Kc>VHcXkt$SiJat~KHgLiMO2GgwNN7IGu%v^REb+K@ zS=(aALC4FkR*-&syo!hpl_>Q`4%8ob+gD+qB^~8FIa`LCGT(I`b;I3VRs_fQf16+Vh~H z0M*7VJ)LKFYHC)o+iwG_8xMGmyhMYXo_k+cJ0cf&%Mzx(@_QMyLPoHBqTr0cw3nt^ z;^jbzcu|<9`fKUzJ9%3@o$({1A^MlTP>rDh`{qB=Ps6^xEIn>0)s~xF$;C>Y2WfK% zX3vYSM;M!31c&D&n7|QkqM#$lhk4lAC{Y8Le{>9h=W@b?b^>4~{}O^4v8_bL2I3PfKEwl}?l{(~W~-9OoGr zESo^XzNBwy<2t|nY|oKJ3O)8Z~MuMEe@~(b>1Iv59Z$& z@P9WzB6RZC(|spWhkpl(<~JZf3bg$YAmqjcpBN!VoR3Zfi>i=_VXR~XRKTUqreI#) zUd+j8u5wP>%*mmwsm`ce#v89V@weJ{_L=4N_faqbl*8hYy5N-N<;tZAA-Ro zKONQR{rYdSd$q3}peW zpa0Ow1LbQFAq7NZ0MEOfVMCrAz|~@jhFUSqG%G?Oh~b@m>y}g7-@3V=`FC56|4*-T zemlId%?j!PucM_dwZQtaLEg4YZHR(Be}-2;k&tJfVZjT<-U=L>#fH4R({oQmoIHnnL`2xqMrYA#Pz_O$E|JKms6t{ zaYCM`tS;y9xsEv;F=u;D4Y1PxOp;qK+6$xtF%z}SD9OqR|O zh?4It;mqGBKXRAIE{u~GFL3%&RFKLQ^4)PZ()Rop>|bk{uT`RROWcRdE%4>T<+|c4 zT;}4cJgT&s;$Ie&YBcMiondSj?x{V*2mRh|8Cm^u0hS&j-4HvdBvL1z>h8UaC4|{#Q6Eq3hau= zs7BCwigR1Mf2{t1hk2E$#~-U#0>{Ic+F3MY_DLBZEO^o2a)|F)3et%y$L{SN0F5KX zCC=@}F*q^%Fh(j4uMy7dmKVc9Fda$+7(D-F6s%XFvs9tntUSj!{u3a`xb32_9j4#% zRF2W}T`L?wOc;UI$A}rqs>41{gW|-3JiQ?)(_2tUaHxgX&YkDSl86!@^3l~u@yGk( zvrv-AJbJb7M_gMkO6-OOQ;~q_y*-?fV^f|<)1VXggmT?tjo8+(oT|q8emu<#)INWN zN$0oR=#22GoiFujOrcc1ck!Zsu7pMZqivJ+w1#_)Sbz#3I^X_MWY-sXb}vDpY&Ety z`Gx~8du1JQ6S+55(PX@yn1(L7idO#Fm0=cp;FgSG^_bx?d|I@~H z6n(&AwR`hMvZuWyTM{^x;~%HJ{bh`Gk;t;4T#RN!G;J@uNNz)i#lcad2!@a{hRGUq zONPx4nmm>-3btA=B3yPOUVY}gB)(v;toX>4Z;#3-o|P~qZC3cq#dij|F3!+fw1fgt zK}fKF&(M`jIv?Tv&3koeR=Vkc$UX3v513ZOcPiYU` zv=duJ{0?Y5Cc7?tx)0TL-3KaYn(bB}T+bfcdqLPJ^v54Jb2u(u;Z9tE1vkOrH`rJE zD-<(Ggi1A>WA9P_+p{UmmcBrs_M*n`1sk+wT*WJGQlH3rvpn`tzbQ}SKJrksS^iwZ zRNdUANEksiAWke~73ZU*sp-u-=hSwiY&B%(-c*oF!#F9l_(|!qWe;TkSi-+MeW#bz z>E&hAyiwLTIW(5aIVidsQB&KtO|EDkkS7}dm8vdMnxP?ui1*@x>m-8fVao6%;)}zK zy|~bfy)4>Z^`-z1YmmLpP%VuG6K5RQSp@J zqMe%26ft$`_)s%xzoztDlYgLN%I`+ysR1q?d_$H6^YV#UW#m{5+;BLNh%8f9ly64r z!8&(s+2IxUbVL1W9lxo@ypwieN6bD&v=Um`@>MIG=TaM&!Ictk&H)T|X=c z$tOFsl!!vy^%solqLv~GHLZ=r*5=BLqSll-s_-MBbO0(H?^nPTo!@NH;?r{5{AKFk zq|%^)^GLaB$VkhFjIOfCl4>M6lCQLF?EopEoG|k-SPNTxeUJUAbz@lFJgPu4d$QoL zxY<|+JyOAQja`2oX`i(Qd(V#-{;wnv$L zz29-7(9&qQwBt%mJFg!*+`Pu{KggofdeGh%j$d7ASZfWUX=Q{tgEisO4FKuj-_+Ue zP!s_cmqVC&_WpSOHN+tDiEQ}5R1}Q39tu#9%tw|QT(~@I$00#s*0O24-%?yWm>NQ= zs>T5*@~>+qFT?)H6s1&UqZKPn?eI?dgi%I%_;NFDsscjAaIShNwvB$(ZEK_AN2oRU7my1b4g&;nA#9p495YWmTno`gkq1QT~*UQ${ z8UOrvIeCIyq{o=skf}t-8<* zjO}|<{8fyxRnu^Fy*#l;-+uiWtJ;}CH5%w3Fljqd_3o5&v^w?Bd^G$B6{x|<6s^yX zN#f?N@QDtMlW~PEYZag}`+PKnk<+q0s-!(0K15Cdibx$HrcexuuG?{-7o!cWQmX!} zIJLKua#;x>=q9PMq7Rld@ZgS5uc+LhC_HJ;O69;?CnhIp2z;jL-&2#DPol}4Q+bs{ z^Vh6;N$F=HLq5N3HIhbEov9To&PTpRuPnOb_4FltTx93H7WUb$Wf?nU(GmTX-l2mZ z5fKSNG}t)iy@F4Be}BzaPEd}xagVP1tD<@5p=*PJmGU8k;aZG{h-|}kS1w>&A%7 zt+9Mw>C%5A=Z$Dci zE!QzUb7C9)!MIw8)-_~uG*%{0SH4=Kqp)rLc;aj>6~s3eCK=qg|&|_^X~l) z@1!;E1B`3$kL!U|&-$M0$@pap4MU9b7-(je+GJ~{i>_NYb_feW7i_A4bccH&MyD1Y zOT1%@%!npQUXTr}zQn(=Z*p$OW1 z|IE_KX3hkP_FT7~J?iumUCybdcwxxQ^t>JAz(7Gn$Ovc2vlFHK=;J!g{GFKMw?MPI zx}Yvs57W3E!Wja{~Ln` zgtH$A_h%YU#u}9#cKOkC%1>xf$O8=>C54-;!R6Oh0CUDalppbfEC2Sa>=D~k35||V zIMdW;F+sxiU@yc6B~g|`tKqf^+$0T9Ro9y^)`5q;zJ4wokRRL07!GTGv6n|-Lp0;C z$gQY+o;OGEIcpmXutevb@Dp={r(W^SFLHx52p&eJ1mx`HBO6L zXh_yxt-I45S@sWmmhblnjB<}I=_>aG%+{;9X6` zJg%flFZB027pu}T$**h9iN|8noZ)PFdt~@;WTLj{{(yo#D|~8*vCH%B4xP?#f5M?* zAyuJOqtG@z=1-p$-mXz%tlLrQr+?(MC=9oyh;A?K8qAm^g-eL4+5JTgVDSG2?|#?7 zU)D%!nlSNuLaHvCQe-v6?(G}wy3_6GXQc}Q@et{Z^^hMb3LX`FZ9PfY)^ArE$4?f` z|9&U^tA#r@t!je&SN-M89TPE%w>r$l`{Il9`Emwez&ZH82#>LyU`{S~nE%%etM#~8 zeyH*;eq6URvVpmul{u*hN_+EN%DJ+hX-U9<@IDKnF9t(ScBY>bqA0_0eyTkNHU}=! zc89tXqVFc$X63iW7qogOe6SlG8lh73S;BR^9#_#cAwmYkP|lq^_5sQ?2c zna!eb{PCoI!)xbLB76Iv=3dFHeyXMXAAC!5yW670Dh-R6c?wD^neNATmdPlJ;PANY zFM|llHT$ue!ONEa{V_H;^-f6Zkx? zcfA(P2Qk+HdpYApL3S(lMkX*--g7YZ${LChK`4)$?->AH6qNm69{})pD}-`mnU3jN zs}n-kMJoR4W%irsEHM8E9v_^7mF<*^fz-l=hvSDTt`wI#@c}J^_P6#g1f76GMGj1i z-Azd=iZDQ8-3Z-(9IlI#Lg25#ey_}7p!TdZP;9L(R9 z1#Ru+pre&@viMpV`R~TuD=i1%Ug0vMIOLTzcUtiST83b16G}P`bJ4}F+6VyVSkPV< zUV6NnE9=N$t_f-6f6ek=c@Nz$L_&a;TtIMdyh*pd!THsGkNOjE+~0FB_(hltb{~q| zH{hYzc<$iJFmxUH2;ZmOpk>`dciw1pVI(nV2{*0u^WClfa_KnM;^gPg)avfLjT-{t zu?PAwQ3&glvRX2yYH&`J69}aeS^kLleh>PQqhq~fwxgt_d%C*(Z-?!43s~Oh{`2-f zb5mnPI=dC6A=@GhtYzR?)X-i*XyYRBMk^q)K$+P8)Sp+(uzu7ibVbBS&ip7a>m64 zP0Qa8w2*2-Ncv6beFr4Kz5`_BX+exsz@eVbL3b1ej}Z2?>tVe4<#wgx*!#f68}{7i z?dkI0j9k*Z*X9SpZVT<}FT8iF4z7Q5f-ZnR?{vN0y+sl}#1Q_jdV8$eS@3yT_;cuJ zj9OPwjWQ*md`J`k9=Bp8&7mjHqZr;wM3%N6M-}nM&f6y<`^Jx9BUH&>9Yy;gq!?d@ zPgW2K@=!iabl$x?I%Gs{pIXOSaKr% z>HDnN3@7Ey2oFAgdp)nxyqi^&gM?Ury=?;eX0*u@A=BfGtNl9Tyied!{0#&VO$OI_ zcHD{Bb!*WTNceV1IEeHzg(SnLt?U$|Ahu-+sDMXYtw9Qoah==VqWfe2+QcdQl1CK& zg((K`2V|__CAP!<-R zjaABLeYEUydKQ?y3)>g?9{8Iqjm&BlPOH;O51Nlc7NRa!S2)NidRF|2X{CO$s1!w(f{VsRqblU>x z1BB!EXWLEQ$4$0pt6a~0a?c`-ypaaaCzG#q>J^ylFJ~^Kk`z7;#rY{DVU|oHNl*Y6 z%f8!@>fAo6ya}X;KWKa|aYx0_9+`t!B$DXS5EMD(xd5D_^Du9PBpslmdUE9V-MlnRM@f$P?iYAvIOeUcwv7^MAY z^xL7Qn#YH%)0QF3HYzPOHAb2K43eXR?7ir=96JO01{3s? zC>_;%PsJMs;$pt36GKCzzv)I_ZxlXl4E9@dKMcmgxazeotw@sJ_S5@qme1^|UA0WTxY#x}zR#h}!5 z!$WEXIZne1hgH{RM}@Fl)oHq1*6~j~TD5p8BfDG41;wB0hzGRd(t`N%^>58Gesw<5 zM*Yzi@7>nMgV~}|!Et#;Fe#TofG*;rq#ArR&{mmkt<;V`ZvP$*J4T3L9|BV4@OOBR zHpc78pC$Zf-T**Y1NzcSEP~a(sI?B3xPQ>S)neUP>veA1Hy@>8w_K=z6Gt6Lro>-N zzAg!TfM`FpvZ1Ybdf9mMg6O8zd5}8qY=1_2-9(~5>dT`Em7tAP%_zu@Mx2hJ6C?d5 zJ9b!5*y0y#yYUT{)8*LGCOsHLpDmvSL{>>B8e9~hgh`O)jfd5OM?)BaA$f#tx&X9g zE1>ZFs(&;W=;MAF1Tm}7P1++1AArl(7O6*FF6-yKmYn|kDrT`xEdALdiNp4( zqs@WX%PN&nI7QTsPwi&aGh97Dx!p9jV_7{cdG*qWxMAja2iMuv*F#XXi*kl6pQ(NKXNDg0x5^np|I> z#WN*Egc5~Mp>3!n0RV;-v-*Tkv)y`CJAfQA(vV1?z6gxb`nFU4oTn-VXo4*UC(p7y z{UFa&3VKb;2J=Y{J&DW{l9T6Lr<_}q?Bl`UuLK&~#mK{}2Q(iaM99ad^XD!x7^nxa ze!d|}+IjMTOznW+n?3;BbqkZWSA6+TiuXNIi1fT|;qqtcQ)UpP39LL14Sm?p=xGvQ zjLnJIEeE)DsXDKDy3hok>IA}E+IR5p53^nmryo7eT3~%{O?(31?g`&W`QNSuy6RuC zytl9}@HZ~;?<3Fe5uaBlUseINbI%K*^DBYZ9f3fip9r{EG z6$)d0OU_U(jvNF0fpJyZHXh=M7HTchN0XYW-I4Tn%`6wz-NKG#ZOSMGLQyi230bSJr$2@#`E+ou%&rXJnR8{pv= zx#kqvdM8Yo4|4L$UaZ#iJYWcy#VrV6=iiUXgviD>nQ=>80*^WnbJj>a_XGQsgKU$j zs9^BQ2bW~X@3O%C{9I;uH>kWm`764r9+2HPz0eD=%PbGuse-eiOn-~+$8!3Nzn^== z)8Lh34E`zJv_mj`JqnCtxlOFts=4)m)f%oq3C{v&so8F>%b=vz)}gg zBlaUM=qu8eMM1OG8-2U2h=tGcR3qFi7+=!9PEff2Hwvc!1IVgdliGae-&nomr@miZ zv__j(DN?nL-A=(p#ij3=U;el8`|)J-!@s?gr#{#MbbdD(oh(MHWc=DKi#hI?Rszu)_#d+OeHs~~!kkIy|$eKfJnA%zxOn6}7 zLRHGToZ6-b0p#Yib6NE#2nK6-k?q|{EP|CMEn%0T#Z2_9P7Xo+%0nq?&m;HH1kmDj zF~y8`s0kvuGmrb39{I;eRP=qRj~&oiTr~W0!{BYj1w}{Fih=r-#r^=Lo+6}cvz_m_ zaeOL_U+y2Q>O>bc!w?RjLHE1g_X$?H#qZU)NH({XX+1iv;WnR*5whIPAk5}!<|r)7 z2bP?zAk$aIo~{FMKj2YxYX@C;R`H73Y`k5oLi>)c^fUiHzHRkS2;8Z6N#9&D5TNh& z+6eL0?mfWQ)9wUpyJVQm-p5DyN}VqLo7llnH-8bsE|r_ZC%zH5QUr6rF?uB%>+=|*V~6G|st2WpLq zmuo?VFDfu?Sp(#Z9FXaRb{>SDR?O5CR)pD{6U`mg9Tv~GwOhCXN{iOj<7|;h%$Amx zYYH7UYY!Z7Vh=L7MwXLTP4;!$+g~Fbs^C0d>iGs;J#CK(_S&&A-Zxc92$yxYgK+a9 zd6!5!gvQj@X4o;jYu+F^($dQDJYA1)ujZ_?&aeLz(b9LD*P)qCYWYTYF@S#%Z?P$B zHBtX(F_qi@RgzbxN=NBVvCb4>gKu)4{;~5oV10Pi<$No%97 zM&pb(a}X2ewqeNXt@KIpPR*^YFue2>`*_~XvGcdvtRsIZ_0c|NQpdUY?_8}XEPRua z4%s7Bf!mriRSk_a$t9CWqUVbsfpCF`H~}29tlr+<5vR8;foIqkUFW+s*Q1i6_LcIg zs)a;{>wOuB?g25@^K*gcUV(oMCPsR5k3eiHG|F?AwAuZJ=0CR8?TSs73nwH7=!Nae zgn~!Lt%26Rdo21+w*iM(r=X`wU!(q9Ek&s3|NC{@4Gd)4)*91=cnASufr!AmS?y8V za^Tx}Zal4joxA#Pd!@0dqryII#k%ct*PTaKkeuf>+WJlV^GE`%Vg&tvIaU9U-`)N8 z7Q80mNjly*=Wdf85VL6hQT&fo5SuPOcYyQc_COlN%d+=wMg4zTC}1r>-($UP>ulcN zV^?{s9or7#yMV3l5}VoqD=PD@9kxTes``vI>*164^;aJ>9v&XowPWqCGeGu1mbS5} z>9W$L17T$a00xt1f6U1e>s2$an(;0VBX|Qwe9{%Of*vq=NqgKJxse~u*wPDbxladM z|6Vexdv0~o0>y8n>EcBn{`A-5DC0h5)@?aEM8M8p)h z+{oNvZvne z6W{{~poIVDS$8Bd^8b0w+20rWe_pC4h4%lSC%*W^MD>b;QG^Q@TfKAnl4v-eKFXwV zjL(z5f93DEU#-FC>m3-_*i?jsgigovG6K&RzbZz7w=Q;8u23%kAmnAnd>#{IG%tHJaSiJQCo zQCU^zG~hXV;PbhIE7Timo!o$LHz%g9p89xmTr^*yF*-gjqtRqNH3kBb?U_O2{pDC1SWPpM2r3oMxJB{bU0|w34i4PA^N_3|h zlU|*Qi)%>?1L%)MBp)9iKG%!xc_Uz0_o7jigx+4xeb`;jG;hu~bbkN-&4T?2_>r?r zN=qxlVKpu`n<=z+a8T@UzhSfAmC$N)u0SmX2GjL*QGZoQRkhe)FtS84jsoKn1l;pv zzzCiT20A(wDd{&{4$G;twKfbK9JQDzCCU8qZrHP^Xe&+&M8kS9y#0T^+c27 z4)o=LxKUJFBpz3;9RGs|(AlK#J?vaiJD}BIJ~v%sFc_bbQUVN(`Sbnd)!p5K@Bb?9 zI>VaEx^3@Xm3fPjL2CZeGYCDK7qN&qR+ArwXW0FHo2X9Q(XgdtKyX#xVFMd>|C zkrI&JyEI8a6aq*KcO7x=Gxx{+ai9A<-*^5H;N)d_-svziJ zeaF2lYWz$oTcb-odFGNX123LwX*wZEZQRH7jT?L{Y7_nVan{OQyRpL#47D^6{DNER z_Q#a2?(W{Q-=`Y)X%Z!FOkBWU@$>Vuje||o&68U!qmNbl(nc#wm6er?oO-dfN-!3G zRu;vp*mcwl>c2qaAzZB8FFjB z&oeTxqM~}l=tqyz3hmpm!ou3Tyu7sDoVYJwaa#cfp+^R8ryV|Wq}XrcCWfD1Kw8?A zI8CFOEdE zqRT5QIeo|K>MjytryQl%R@xPvJ5rQl*Plwd_06_DMeq@#J?PT_$tKsBWH++9vp!CB zkZ|hB(u*Wezd-7B9q|uNz1cAw!h|dVYYBLFC#zx-_U zov^Slw_-pQ`WzP9Qn0TQ-IlCqm8p|#wEkhVH{U|mJO*lCR|w&o|DO0)V3Wh1I;B)- z*H%!a=)=g;I`c@zlXhMDJfzaCUa+tb^reEsMBgkj~&a(x2VKoFe+*h$MqJ6 ziesXq(^VgG8`9h%ga)2SKu}ngDPh1(4t{gaphid`T2s{N$P0VSKB={A`1OwTz4z8(SpP zjF*SUdBe2aZ)5q$mY9{S`)n&K$pru{+b}0~wmq2)0BxwAj9e`HD^X`%@TB#eTm50H z1j6pW(kAKDnR<60+i?f_P2Q>bc~aOBek?zKs3{WE3pmxiFtNV}5%RpodK}7*AI~l6 zN{C6+lks6VAo|2=cQY+dK#*$H=XVW zD$TQ~G;*Wtl+b!er#U$}A&t%5YBn;MfK$}#VllVLwYADZgfd+KznIX_(CzK*qZ}L= zWo1(MD<&o;FMS7gO5PAdLPDCXe?5Etd`Z3Y;lqa|tY4u(mNobG8rIa*(E9S8#tNFI z!c(se%Ms$5uXioaPyD9NnQ?sC|=1cW*~H8r&dM3}d?H^M?9)ePdj z16-*9FMvTB#8_bqZ1C%oii(N=bCh~!xN6!=JhgIZ{64$Db+LHH8y>eTsQ(!!bIX}Q z&cd>#CEulLe!N+YU%4S2$t-Ig?GmUQI2Hz+ zvbHqtCOtbfl?GbJ8LE4z+PAciY()k=)!fi96IBA!qYammYqmbf;)%h*!2|-KC~!9b zbLNcG@^rJ2f62%Q;UJ&F$YE6tVrgk9Fp=lPt8Y$7-M9b%))#R?cA8E%|BdhN-Mjby z{IjFPWq5je8tvufWou`L1;U4;;>P41g{_6cYr}7!O6q`qEDi~Bb#=Yz<<&1j*-izv zbFRC0P(xEwzwHTbmASP=-9ta=%k8J2$MKKG1Q9_c3;G2&_NYd zRa%U(WhcV%iHUg-G=L_}D|%9Wl)%8naf(%*d8rXFKtW-l=hB$Gt*xzNZ?+-iZ3hU; z2M4z@wBl2jYPPhY7)3=zk$J;hT}R5E9a7xZU72m`1_;hu`we6i-0+kDJepqY+>e!) zx0s)wZ)tAsgctz>oyK4=j?+z1n6;OnIpNcwbzZ)F+0xXc>*G_APbg0XGpt5DdgMqN z$a=Xx*JdJS6YTzV3GUuZ9X>=Ym6w-SxX(q1iHpPKg%9$|nXs{`P&jo4W>gXsX*@ynOEUHBmz^llhAIgq*WlD@OEgRp6i|JGWp4dhY`8iJ-B z78d5zmm3dZ%KZ582Be}UQBF=y!te8q#etU>AzlwSMF7G}1^o$>01H@HG#Z|JIXPgH zR8?J#!NZ*yW>vRe-eWtF&0u)s__49D9q)L8b3Xd>&nYm{eD(TR;m9~BZ~sk(9=v)E z7cT<+e>k|Ms7S(pXSIK`j*poF5m(2ulFz#grTeVXnt|}A-aL#f7G=q}c<(?bjNe<~ z=}h&89IgKJhR2K&Q2qQ20$K@Z$6e-*4EQIT;*lzE{ZF4h5%1TwFG~e%mjR_=@L&Y6 z`cK(T$V6|h7?iq>-t0a3#k5J?NO_weotBbv(q+8HB0oRB!E!j`G7r9MvM!YB&xe$# zAGBbLSEZ160*=25F-WKg=V>626l}9%h9H6;*ei#|N z*;YreuvqOgcf%94lNENF$^qt}AX^3pO`+W4UR$5lZ-dobad5~&I}R4uMkelp1KJ8UAr`wX`E9(_Lj8zMe94JzS zQ;m_3fTeD`O@ig2IF}&Mr7WPSl{llORIl3SiB`z*5ohs(!5Z~;~ zjNvsN{>)S>$3R)}6<|qX`n`iZv82Ax>a7ozPkz062jZFs#>b)QuT#WyFzN5#H9WZK z;nDNHGmSdB1cDqxs-Ka|69P4@pP?0HaP%mY*Ls*st7gR$XBL>5uK$brv&a+&bn)Vy zty{hLuF~-Ufk(}Z`Z!$N0U;6h9nDz5bNY*bFYLFLmRqy8gd`;;A087`?nEMu@9umiFXrZVW1#d@SgI>J_)B& z50n#Q#|0mH+r4{a#}ex?=I2IYa9y9pCT!?kSy=``og(a?y^B z5hsRT+NhEGpV<4xA3XN!1xU%3wzl5!UFQ0=VL#@^9A<59a`G7@i6-&9+ZbU17q~;W zN;cWjQQS$#XvRjH`QEx!vb?gQS)C!b?;tnY&CLzOo)o-I2{=}*(xkMRH4PsBV zua|SoPyci3(7CV--0_6CKx63anKP<@3Z)6{Z{PNT>11bTe-3(HzU%ziv+8@p;j;aFtmB?Scqq+x}|Lr+2%WR7-{oTGFy z7|)Q9?^hRxjiCY?);h^nioF0G0M%XP?sJHIfUH*3x0p>?1eej?qhspF=u|^QD5837 zsT?@Ru5`kpPJ-04?QK6OZ&SNqL_1_D{JoV(WrE0MhwXVbldGz# z1h-mj?d=u&0>-MmeSnW_CAe{(G=q)JO#o3HP}ZHPDi4q@8#wcd`YoL#IaA22et@~7 z?CcmF9UV9`8{DB;wNLRi8yn5hWLL;JZh4;~Fj^dfCMl2{h|mlO2mtwH4DbziFHq*e z{y~R_{Zo|bB~?`?aPK#7+(4vQ53mp-2*<~*pjp9s=ukhD9n9&0%hL2TL;d8yUfC<^ zU!Hx1J9TQ3WQU7YQ&zr%h91`ZsMok5+)JeC$6gw;0MEnVCnqOiI|`igAS5U(-&aPv zIyN>2B+w61Py%#3&Y|N1Xi5+|db+xQjrpxyM$FsX+eF{oJm?$N?5vslZ_LCwjaC#x z&_U_;6gwNcjFjm?TTEzm4ES&pc#tutxN9m>_3=(ZLc%oIpl`n0_a2&o++x?&NsAV+ zS*NbS~Xl3*d1wGfsTWhbk7P3YKhymcFcEYLTxa#lJ$Q_^csjC$JWQ9v0NU& zsYs&_=kZ?GWw1a6CXXrMlW_QJhThcFWS`G3Cr1F?)Ey&W46T^YtvfLdusa?g>#kS< zg+&&L#%r0Cx+bRI_jX0XU>N!O`eLB@7prGrdiCm64J|DL504_dw+Y~1vZDjHr}&;o zI1&*k0cD&y7WnZhNT~AEw6xXNEPM_#Eivr6whhDJ0V=$f@?n4JwRiWkD^x;902Q<- z8vLb48Z-{;>LFq@(RiCT;iSKA=n|QXOhwYI#UV53-{o6Yo1OAEDw1}eRVPBD@ke+u z1^Q(7_fR@0^w>jH6*Vd&`$wjLH94(PEyJuz|eOWQMh zg;Gf(k?u!C7+t#bec|48!uO_w!ke0!YT)rvg@uKn?J_=1H40#{*|kek)6?kybw#yX zc|Ss`LAsWDLQ53p&}t0;S0ap*;@)v#CQF9?`0w99+{^s?Ejlv#zo{GWpB-v?H?cGA Vq+1vYx`8MZUPb#-zOwb5{{mL!%lQBR literal 0 HcmV?d00001 diff --git a/figures/space_odyssey_radar_spectrogram.png b/figures/space_odyssey_radar_spectrogram.png new file mode 100644 index 0000000000000000000000000000000000000000..086f8b6819ba3616d6ebabe9190e431811a75fee GIT binary patch literal 375529 zcmeFZhdYi-?tmr^}3$V^Ld`fc^t?2e5|4*OS6Sx3k3xQjoi7j zY7`XIa}*Sm1Dh!EUv$eFI`Iz?TWM`ub<3-^c81o*6pDtnH_a?<%}g%uzin)7V`6D> z;^^^XM+JHIU$?crX(PhRYyR(V9JRE*#+#V*-~(P|^UZTQHWU;`4-x-cXCEVZn_?XW zh1^*w4f~K^ZFcr_r5~uq$9jDg#-gcqYD$ZtX() zmB)D*=g*#9`;(qNhRnnwdOPX&_y2VwN!0&;2kCK4-icHH_1kC9PQOdOkn_f}Ln7p) z4du(DdZ%q|`7aw8Jr4|g+}e6kTUYmeP0hCK?CdvLSq~mQq*`8C>FV#Nl9ZJEW8=ox zRy}2#wrshlnJ6&Vc;G+ho@@92dWPpZhuPS=UmCcUO!j`ZT3ue?>*?$5J;2LL%gM<} zap%*gb4=on8jr3S8M!ac3?E`;{bQeq?Wu>`_Nl}v?Nh%J{^;MYPy0h!&-{-MaFuve zWyuw~4(BPF^z?MEpxa7H+mym3yzAnWjV8KFDJYbcmA&>HUvJZ2BQR7nFd<-6MqO%k z=Je@fH#<-H^*;Fb#mPsNM*r($96T7g#cuMa9Q8gCy64ZI(`SFl%@t-6z8Ud;R@SE| z@WeH)r=nM@_WbwX==|@eqc z?rwM<9DHLm>AzAXY0Iv@8jAmsImMZ4Yip0$k6%*y^$J4A`Gx-Q>QI{hJXNH8d2Q?7{r~w7ctzQcvEsF-At6kp z7DPv+Wk=CKQwDnwzsbEIfgA6en)cqlefv{Qjf}N5pRcd)_MJQ3Gp>Ec9pWl-&#BsScrs$>FPh9@vk3T-Gww08u+qP|6 zyndlbkf6C|d!du$@`dx~saF^JS(aDkI(}r`*p1Dnt`z;xr+m(7Wlj70+dw@-!vm3# zkvFIM6hD@g9Xxq*Z&Onf2M5QUtSo_FzkXe^w4}vXeZ1<1hD5E0QBhHO8G6QabaeaK z*eLDB+Di+a=AONH;qmL2*_CV84haeE*3{H|lb!AHbY4h{}qO|xi+*I&DKO(Ru*AMr#lU+(5-P<-$+ncP6a&vPATxJFy^ z+@0n|4;(tQ0iWgTpzWKSoQJ8Yyr$oi9y`tql~h(%nk__=l9JN+^z{AkaF%=S?uK~B(IhP$;vMj*KV-MMFP#(>Wh9;muaD0g z9Ly*tCboV1_B*;+rX{t$K5KIOW*I-#Tie)Jb${GkI&mS(^Z^pekc;=i{Cwww-TLpg z@)q2|x-HK%8fd?{v~C-VM3R=H&!KG2$L9=w3H=l03FQWJzk}ctPffU_kHC%Zm-=f$ zgeG6R=VubJ-NddO_OU7BniY=pd-Y%kx%*fs6%`fQ8CPktE!sTC$8Uc8_%Xg&Kd$bz>&oJ$ z&6}m_Vimt7>72+ksiQ>Jm#HuyB_=*)I(g5VQRs5{(|y8rqfC>Nla*~{-@orNZ_X^a zvu?vN+X0pN#l;{VHw`NULYjGtpjmst-fJ}>QW_d`YU=7N+ajlCXUo!!KYz`$>F2A< zbC_a#$}H}=b@x#*vkPZsWFp_ZQ6ahVGtk_-cW*lbgJ+nyQ>5G4D!pKr0M1&lkYyRM zhKtiCtpyG{i5)i0B6e6sWjhfMZ|y9ne>K(djD%8odV1a*Z9N$xY}MU0QDi@H@bcx$ z`{jJenMp}WUvsUDYzMxsQVK0Xs}O+Y+A=D(ubMhM*1ve=K1jtwBCXaRak^5S)a0jZ&9df4!@c* z$~gvyxFsc7-rgQ@)Rt_+wxYs)`tk)i<%V52s80_yY+YHJdstZL@}M`FD~Hpv zHTUkBhugZ4BXg~Lw-Cql#}Dl*#>V0y{y#fADcITBkpuU0aBP|xYB;krJMt}3`boKC zdSt@z&wKaQGf6n_Au30Ldfaw;`rkPxHufNntuJc{o{u=;Q&VRyUD}WQ?19W0h4-R& zwNMHZdyGvzC?>|Fm8vg&`SL;RYv;hgCKeVJ94{8Vd|Rot)fLq!8JZ@3i}r%YRaNIp zm(1$ppQoj#?pdN4qNk@f{1PUvUF<5Z6e4_=QOIJyfB?Nn=(f?(QQDTy4<0ml(+G0r z)~#F9kfnaUVOj9s5=O?7$hsrs;TEdy$K1(c%#Iuhu;E znf)!k#3RjhxUm=-8dAonlUj@2Sc+E{xmV|VXfNhjOQ-T9u!&5RW>kLp=cngvdi1@h zU-O;rv~SFs_KE)WDt}7gg9Uz%AB9IO% zyx@4+QS9c%Z`pp)c$>7_>H_;wz5Hm76s5QiqGJW>hKb^XAHE98Sy&t`TA97zywLmd zk&h3r&C;#m?}nZ4?w+21en|G%wHhYm&T}*OMPtm&&5v9EJXf&L7aXtmHd}7?xu2i= zNt?b)?FA0K%ulEa3JQ+h8qz3OT^xRsmgcaB8Bc+r;pVd0jRXvS@ur#o~O2l&BeSGVmjy z3C^NpUuJIChlfVJl>wgJ5-Zbn^HX0W>EjBoRx?oVx!(aW!oaFM7Xf{Z=P{j=|N@>^M*LNA8_?3_)Gm=jn2Myxz{HtT@fL9;-`S~^T zaI5Jw`!D8N^-%6QdhrorX)92SW1JD-F-q6v@y-(ap@g{3!9mWCs&$$tUett&8jZCV zrn@C>xn*r{FT9IK`wrIX!k7pFo0P>S{$M-*>JG5iP=JRTkxiGzihU4BoSv43hIiL( zpzQ4Nk(9xKeX^oBG85T%a_17wqH5i4|F?6RN!oXTbh}Y`JZER7>y&%ylqIEAR8#`3 zo_Kn`x&G~7Rgl2e9E&zJ|KfM=PF018Gky`9@`{}Q8(nHhpZn|I==Tc=X)&C%j{YO! z^lE8&Id{zk#3g+k259Lgyy+Pl7~rT57Wxvg z{DO^_S2;-1t?1|Q@D1MrM&Gd;jVW?CbZixkIGfP`=ZBapDi2FY=m&}1B1hK^dO5Zt zDxy)c6#$WBzD%K!Vnw|!oI)BD8pI)_t-DZQpGF?RDY$6bj$%R=w{ypi%lOGgf+P!3zsp)f!zJ7j(85tQ%m+WU6v`8_$vgV@Z9YrpbV^dbymrJ*h%3J8nUCy}7cReH* zeZXF@SUCOqaooMxqP@Mnc6Ox2do`3xJy^{fkV@X2iuMIRgZH?16;!m${z&@Xu41~G*AI*|XDN{M{m-30?@vj?5N%h4A|1W=#MN`s($chb z8cv1rC9dwS(}i<8cI=4OFLWFXuyb;9GHFUTj_Kp%Xq%qs4ERs)=1v|gKJ|j~VIv5=n z*MpEN8Sna_s-ki!(^eTp4F}eUIQJd;Nt!yA5l21)G7_Qjt2yiQr<03~I2PXu9Bk0N z*0T-<*EMI|P%U$F>TYVPPN>% zj>2j7mukVmttzWCIsyB{9qE8{0q8>VG9u;m^_j0$2R&dGcidxM8YH>4ypw3buUv_4 zHz5ETdgu9(oDMJFxJuTeN4FtYd;mnON?#kSi!*wEf3v67TYffy#KY~yZU&?U$If@_ zq$eVyqDXqdOLJpdOgZVvlnKhkC8ebs5h0odJ^|cX1nBGFSx-UK$xg?{b zbGhnHMfI6yxZg^y&TrT!dYeCfp`$S&-)M*5!{&UwZkNz;Hn(HIwj~;Exv}j{M>Sz%4 z#+j``a^65meeC*1Q+1n4=>FunB!_9x1&DO-!BF~YQoM2H#BIxw(yEZz{wb{wY@uFQ3cbff( zvgqZjFRh(teYnhPuaSQyaZZ7Pn0Ft&cud~0Y`WcPtShfS?9A1xv2t@e_wDn3^X3@P zMqTt$0*5baSDRf&X=jQ1^JmX4)w<~AS#QLfm3z{2Q!5P<5sc&J{fwJvUEAK;2{nI= zqLT62v(C=Wu5`j}p?5cy7$L~{G_h{**yWFp)Ye?bJEaPiCqD<=j<`rlNaQVnUL!>8mPv zJ63ez^-_qqlOR!%x3u-UA@glrw{D$h4|nJrKXl&U5V(}I2JeUZ`_qL;y6Icxx8>hb zXUaL4Fe2o|BB^iHia0aErYv3=?wTdyoM{a!Sm$Ig&5J&WG=b1@i7L`~f6;Xbf59xy zke8Q78Fv^t;e6mh(Q_BQD_diEJ_F|wpVxV^g5Bq1mf_J@vY*lA%g7K^RpF8y112vs zK}clYXsqcR9zqEq04c~3FW*#@TSjzn{EJ(ayzZ`0&LH-`p~j$Jsq4(tcj%=z`|+l$ zs~>0fHFB1WgT-y6P_KQW-#cyp<~}|x3+Fxj{qN_8@P6z}lV7)xw<3kyPQa}yR@cO;0zg7?6$w&5ZXEnp6&s9|)Q6H%FO=9?730obMSo)Q* zrNscJJIrNPXL)fr)iG`Y@w3wGa^0n(q9U^9MPgsu z8_yaVz9tLZ@L>>;pZFL>W(7-uSU7Q=zNGRpYK#3?;oNll>ik5{9&yJ^Rrc-3i$L`n z1L9iGuYL*hK5`*j<5N+#S<^k_7p+f4m62E1d(~Emqkw4KYU2!TwLyj{9n8N%zIt$vy@-*)gGa5ksXh3ZPt!wEVI<$!3{d4=pl5(1;QQJ^I|P2|g&A=1v?Pt&)@ z+P(Y3-P#9swi-B%2$(fz%B7lfI|Zln1I?Vq`M1Ij9qRivVMG>L094pSLnBbJB|9b$ zU1f8QW$Ii;rk58rdbaWb?sJwc*)%)ZmH17AJT4=NfH|dR;Qti=#kAaq#pnM0KU&|~ z(Yh?n3Jj6U+}2iv2#lFI{m;gW{b%EmImnsrc{6{4HbW(R#X2%SZ;up|UYlZipg+{E zUF!1XNc|Q7zTH5S{MJvsj8G1Vo`=i17<9ovV=7B`cQ==FM;V_@-+3PGHxcjWxRHaf zdxey_q2PFtFi%LOth!`mrlrO_-pPJCv4P7oI4tZbkk?>VING?*s=yPTJwA*=DfPwX zXygHo>bY6yUz6)ez%2yXf;R&>_W@x_zb}eF6G}n{51wxD+`N``?F%!>QuyfbVp3(h zOy_Jh99+A zqpY^}tL|J=wyyZs{B2k@PNfWmmq*{ciEovh;}{XT&d)&N{+Xorb{9aMW3OEG#|Usd z@5{?&Q&+yO5j-4&w@iZ|vE2x{ZyDE=mzSr$Jo5D9Q|vo`rTgP!HXXxQuwq0FK7Zb8 z$UO0MaC$U0>HdQUT{zTipPG6;po+-IP=W$7_is?F&j+dEIQuK1F**P|R2N8WwoeVk zynMor)A4e(->J|I?>lMz2R2*CGziV*D}fukWPF&t(Z)x`(ok3yOn7uZ{`^m+I7u2c z_>1w3m;YQ-Qw9hH)-|dUh+&Xo99g6jaVe;?SoR_)$kVcDL1yMQaz-hmWr5)`^v@>vRb;+_}A$mVPcq6ZGF zOD&uYBAb)tgC~nY2BE-h^7}sHvsJyJf{5LPsebRU6g3bYq!lJ({IPbvZNg*gXHza8c8Lp$*8*8I337#hx}9g)&o ziA6VW$(9Dk5)u*;(O~)<8;3##Lbn@epWqmeUd+7%CTU>is*?KkZ;>0()>2wpT1Lml zc9(fGf@{dp-{63Xl|ZAdKRxtP2C#MLSlF$!K(4n(=YfTAy;Iuh6e@W`!gZO;P&9w4ur zm6q=Mk!D0m6JbA+)%YwdEX9=3TgDxkeG7Ux>gH_otx!(DPoTuDM_%}dwRz_28!23f zpfURV;>bWFYw8E_8GCk**<*<>7TEs@K1L&p zR=|%PCragR&*q zq@*Msg3ZMWqIP}6;%KD4AvTIQU^j2wBGD0~0GVpDBpBN#K;J}w-@JMA6toSHI|LbA zSbKtP_wL=cL-m_!82C@&u~k#`#dF`jg@mx~>C>m+m5bnsLYZ1BNv_%3}~LsHIT&z!I6IZ_6^}j1(ir6F3Yrmt6*^` z@j41`o>ii5@Z?<hTDDL2eq(FE>G_jieS;3XV;D6w}D!XM{ zK50yjPeMWh+!&*?i_7Z(dAyo)`MF-Cnr~ersR#?n7&_9tugg4p*=o6KD3V01M3i;KY#x0{Pg_LCR$n{`DWeZ zT>zhFkPe|6p-fs_0_*?j(BZu;CCLgT z_*?k~ZYx>c%f*wG+&d^L8X8E%Y011btjWpFE;}*17U1W1$Yr+anr}=@40)Lu)Z2uF z#C+$5!lzj>QO`ZL?c)jsJJLEvd{PrAUcOmbGap9qrWY*Q(J@7f7zmiwKLb6ldo_Pz zVnPintVRsujvbNnuQVycU1kG^jN%$hV}v@K)#c^no+}buO0BxGcueC=I>bQhsf!vK ztayoYx0)?1ENXF*j?&Z7Z8AaAa1J@cueG&x`l!|}Uj3wjSBVu%+^GeT9Mx1PVX<6a zv{Ei|P6=}#QD+b^Wi2f$BUdJ}%GH8$hzWOF)nVYf@(A+V+_6I5;^p*K)NQ?)3ij~$ zqNj+jgQXuo`Uj4p**gpZn>5Ik_X3jZVWR6X;o=Nmy8+(Zvo1R;>qwSYf)}-kU;GMi z-e3HS*82T`5^`U}=R(jMig1EkOdV6#*5+6NUiK|4EF>4KOq8>D&K58T%om=??9`K(de~N%K|a(z*t+{lo!65mekg+1 zz8=?fU-58TOBfV7=NmnD9F~Is*X0S>rr{enV5MP_LsO|pZMDd>4>HHv-m;6ya*Tyz z6^HtF{e!Lk(}h=Q8Mwp@$jb8a@=8kqrC10dm%u}nq z&QGpI$<+*58!K8;TI_nr5>03wE&kWQ(vl}d0i>k|W8>l!jvhTq_PK>rHO=5pzk4@( zAh9@U5&?&>W$@)?gh@goK z1)>04r6xHzXjPe@#pvQ@pl)!~7@5@8)y0%P*{uNC=6PRLpt{9!rM^~gZ?7EDm8HB! zFv&s2^_;XpMImj7XWF-qp5})miV%HV(;LGx(he@2Q2(_;W*_}|NF&DF!ed))MrNje zm_y&*L5LeKQ}heD4zsf>;6>D&oeSugnUCUJDi5{2&ADP?qBFF=5ZO~6ZTbu3bFbM# zL9-tbLrz|dLQ1Onfq{X(;CINGM|gOmvu-rL2!;lfJ@hz_b~Pci^#t-CLF##qT{x_d zPK@NR3Z{uJ&fM$nM^{(ZTJTKKpta<1Tzzq*W3V@zTwL znEg<|^riPtB-ZLL6?b*G$uH5+4mc&DC)K-}zgRHdS5k~R9pGRN21hwPD~l8m>)WsS zPmrJd*Vj-5$&r4g^GCM%g{aY-`1o@Tj9X?Fqzcf>k=x@}N8gT-+snatPA@FVfYpo` zs(vfqLAMOLpDeKr9E+btYp&tfIdo@UnV|UidRPx1mP3vqPXdJVxL3mE7Fi_@GWMxgn~EBNubu zwDO~(ABG%XYU1(mA$R2sa7bj*UGxC2hqPY>A8?-*flf4Jdhal?J`M6m$|Cx_>lB0d zRsH)a1Gq^nakLWir>w$u?%WvzzePg(!{byVL)@I4at(|haIA9hNE$AyFV9xW1=#M!8^8UT_ThP$9+`ZGU|Qr`o4ZuiF#2Hdxh-kj)Jtd(y_*= zlmlq(S?BWR-t*e@054wrDL}@HcH_rIYo_(_udjEy=}ZT<_H=ee%*Sl^Wt9W6Q7`o2 zEt-$4;!nIBoDTYP#`6?KbfdnLBB@9L?Vn%K(x@n@CBDMIIIz{oOC%2|f;?+tX~_#l zoO9KcfHLCG-y#PZ#|FN774J9$Bsr82#3P6vs<7rU!!M!bC1sQ1u5~U?8)aEsG%WJL zh}ChMD=UAo*4pjID#sw{T0pi%nN1kV{o8t>+H3f?XLF~Oot+ll7~=h$g2IVrR{;hZ zg37P;n*v(;P+O~JwM@vV`uh6h*)$ZCtR_B&WX&f~|33PpmFaDU%l9zd&2X z2`yj4TuTjn1L#-Ht07>Ns8A0*>kzZo@=RXTgA|`0_;$u>87T2JR--|p%CI^}fZUDR zW;9fvK+Xmiz73)PT{$lo*L!HAm0lS*aU_RYfkwGvOpS^ne`eHebP!LUfcdq>PtY&K>0!@MC$h9t0)k3Ptx&ovY zLJ_`cWu?mGhSsyUEI~Dj5_(RAuwqPOKjgaSSa%K!Zw7&{p!Z50;wve)F+D;>iXw1z z_tO0QyDwk9e9YrY!H4qf(Jyk|i@obDQ@`*O+C>lQwHi}Lbu|t6uQ0NU#;%lH zr`_}NE!G~eH4qCYu{dz(M^h7Lvy7sX1}E4{BoYo!usGY8#WX0ooauh=tdyeHv! zKSTa2HUK|Le7aMUQxAFd#~&F7bvxSw`_IT4%qxRX4q+74pB|tF(F5{ZJ@twLH8}9~wL96IiHYeL3O=a? zp(jgnHc~&ae+`sgZ&}5sPw!wFAoUsoyAkay*?c<7Y0iQ)(QuwT&nw`biE4IpsGhTM zR$UcD6{s4L`3b}Ke~@tFGk z?BL}f3=Y5YZ8ym;uia7up5^XU+k1(wV`PZ$0pmad}^~f)z zLRy54?O?4mDa@Zb;&)@rua&I(V0wDmx+ft|qTFk5)ck6EB~<$~WLwgPZPikWZ;9>- z*d1ZlqR9Y)wR>F>t=L?vO~C4p7c$kyi=F0DHrq_5=5)9+evw#8s+fzqAGG;+jNc`5r4vGFShTx!={j2;C0ZK2j4xBPqrljP$%tT5W|k zEy9HCsr+{}4JeOV8y5V_Ca8!UO;5|*jGe-QeoN64Js&Jc16{KW^vd?#yRUU$B*%?W z@Mg7uNtH=m5qlOI>J4w;Wmw4UyB_TRiX+2sTE7Xfg&=B_;<#TB`U#sUh`cv6(txr?Qkcl%klO)|fVM>elAglEYPmOK97kB~-8@(q2-hhJ z(OtrJ0w7E1fJC)VFL@b|mm+`e+$jwW|L%E!xQA$T^_SGt1!EwA0w(vC4cEqOMGF?q zQC(G4Wld$g8-foIjc0A$b$&-0`D9Nx3@9#KxZpR&j!1h*%TfmC8POa~kF@MY8J2=k zsq5#@KVYBJ*4FlKPI-0GCYHPsU}tdn@Zm17*W_9z{_D@k^As=~JwjGZY_Hh^vi=RM zW6rR2!u`TT@JNt_-?g+bLcs3L?#0=Qvp0yfu%X(xvCExS;@F@>y^4C=OTkUK1#-iP z)U(LS@+(dzEs25Dsmd*9m5hglmR|-1*g#?QvF_n9D7t9n2>Mw|{J^t%ldlo$kcd2> zqiD>3j6w!C0-|K=P)6OLPo-NhKtMl4Z_zyuYBAS#(Dzpd*)(_(>M(h>4XK~syji0` z(C3g*Lxri9-Ux&s7(q#6afooT=GTp@E~^?0F^TmO5o4^OlbX2#56iPUEP~#}n_&EOg|J!f*l`biCby@7hQ@t-K7xTLeXn=% z;&vt`FMXKuO(~0Je2grB za(-e^{-S#9`4aF@Q5>UiV2s0|6tE~boT!!B4ffKrb_+GN#`4us^uA=rsoU_ML!!&M z?EWA*DM=+!^9YO!RNw&563#?eKixZK^#g~=us+0l669;)T#Ry4^v{tJ;!PkT(Zwu$ z<}L0l-EF`#Ge(F2XqO{1ffuj52%zB7g>p?wJ{75ndWaU~4!i*bhYa@SSW}TaJhNO= zW2T?2;D_SB@%?;i0r&vj)P@by&r#V3J({2h!Dj+Xs~lK5GG@qAu6^OvSI1S zq#wKTL2hn^S3gz12d{;OhJK5d+et8Y1oPnysdF!E23yVL1^m*f^VYa+io1%54vS#E zJS)Se`oHwxAYE_GP5aehV{QHB_K0rjg2suoN7MbIqfe1eFM;&3hnAcMu)gI&=|r$) zQ3<%02TGwLfo3d=5|Z%gUPlPbjpiL_~zEp(Jr;)`QV_b*xNKb1mg1i^#F07bF)*#LO%J>q* zGeWo}rlg-OBibR4UkFx>tLE%!Y<-oJkzS+#k?g9i_U;k-?IQ&1pg zXkh&9+A|B%01_V2X*bYT>K69nL&?A$6KM-~zSSzAhr4MO{N9noHs@?c`4q^FNajY~Tjt)jC4V9>H@B ze+vUR#l5ft-9^#w2Gbz4;PVo6Iree6HHVpXDS93bBK1>UYEz-ib>l(>dHu{GZ!x=^zjBiUtK%9>H zMw}tfp0&x(yfLdIU{5p(zMu$jw8z2B-|jM}S31#<>$WE0y0&5`h8-WDm?(kt_S*5C zrg3s2^MiCathW7bG;9^#N^IS-2M-gQ?MX8dy)KHwA2>cWTh z76!Vj^u`U&nufz&s%O#s!@BIeB?C|1xxkq|`|gNx-tb zHGa_8*!VRXZ?s6>s&xVnWMi1X#fX5ZzXKo`WX95W_1AE{cK!KL&Xb$te)jt^pC3xN zkYf>OIieLj>Xx9F6~{HhC~w+PRM;)Gg!byi%2U|DeiS%lMDjzX;%+ll_esP7BwE}b zZwxnp#=8km0*_AmA3NF3pF-D3pL$Ry41Ruw!~0HpOuKo_EJtu9-to@5~5)_b?5aLNv}bxQK10^^Swz8rleB0i;GErXQc^SmO^{)|kE9P#&=0G$Uw>$HX|G-2@W+BQJc^*7p%&MXx2X7$ta&@5u?iH2I8X>Ogj%+$?eu?aC~){yH61-9Fq%Sdk~-d_=OA0Kxri@oNs z0Cv$#)jx7ScyTew6U#=!V8(H+(w`GqFhaGCKS1_1(-%M*6hGtd^cq~Jb^I<=C7}28 z{4xT274Xm6xQ&kAO$epmP?;Wvi=x3bZS5)d+0Csy2PDZMNdf6GR@j0xEc8h=!}n?H zA03#q;XW!9<~YO&^^&ulg#;OF=n^827+e8reTYPoq?@$`26}<`Bu$&K1k!V4%tm`; zOwB%=q`>3DKRumyMa=5M@-Ng(zVC7VpvL084eCycMREG*k&_-j-$u6ki#tqSDc#@$vm>kj zbHdmYX^wz7cKz%AhJ_6j+}zyoiBLcvampp%hf@%r6mAhF`Sa=V_X%)XLuFsH8;s>FGd{$acOk#duy^LRVjn?|*@a{(=Ic>mJ z1SJa&6KKwGKZ!42{5~WEvHU?mK*NVG#tn7|G-2zXo9?)=cl_r1d@vzHNMNNK$@;}o zHSiWa+1Hp(_{ZL}QVDP`CIp^4+eZQ*CC2gqqu-;R9d}u@Ep4oD3$*UOApKo3rokIY zO(!s%MZ>r($&Y(d=T5T|2BPG%Et9?!Uiy?35EMk7%PyPFonxFfPHO0?3i!89DgKkr z=w;&S2$`@PuTOO6@W;1au{@!o416unSd^O{W51}m0d$gZ1&EY-bX4H3ys!ys&%w+LX=hm71|D zw*%ODx^kB{x?ez?W9U!aw7}QTp)$B?aeo`(G`Hvno~8y!@a$esO6}NRURSphgE-NV zx#(1X;Dmno0^7cZ3sN|4rDGq?5?uNn-J#VN*HZN4N_s_PJgNZ^lp;7&lRRf^_s zyo8G75+(tN2{Kj6gBCEL;W<3?VGt4oKaSt9yKcGJ5Mi&zuO{mr6 z?7gD5c>qjc5i*Fl_9ZMHH0Q685e1hGS!pfw*!PY!qle^m;n2D}T;}%Ggo!_a;=2=? z9XJ*)n>Vp(J_}Ljs#%{>CC>N@$wh;!DwPm2sg16BEKFOgF0$~4%F8kG4@(a3Ao^RY zZ`HoQo=TT03=ZncgyJIUA}n4*4KH`>+^Oi#_+e49%+XbazQx}(oP~mZiTW-VI+SK} zg}1IeM~;wk4$Ks$5L1%7cgHnm2k4OgGd1|1O}z@VM+|ro#t!0vvn@NGVyqatJ)SeFMkcn_&lUJ zjlz;2KP>ko>tw`|=OKmj4Xu9e{`oW7)cEOd|5Tr~(HaIJ_}X?0-2;XrP0SR!QFOx6 z@u{jxBTEsC#FY;UZ*$~rz>kwAhz)jGoR(5ic@~)q)P{d;-nl-Xz9gdw=SdW;7T&n z#dtWmVBI^U8#)$3sU>JYqy z51Or)0ZJTc>G-8jreq(PL-TeSNSVyGPvb>Ssn%73C;}f6nTu7p$0|q5zVIn6J^eJ& zisu6zZSDR1{F(LU#H1iG2;t{cpCqh7zeE!=*!ETkh79`B6%3uAi>8d2KO3G7R!AeC zzO(G+K@=JaV_6As3Ov%@v%sQ7pgh zPG-PxA>Ji9&*VWBs;Chu#1!jZ&&RXvh=WV|fT+iC$7dqNu9GuWT2r z5W=GvwmbjwIhV|cL!sRmGk`XjI%2eytLWiF*#yg-DF(%Ga@K^LjB1P+2V+kd`Dbn~ zLiBkD7)n=KjkF44(Btzn>PTLtv+QjBQ&%pfqbrmu|Q(rmnb) z|CSyJzMmgIesCxaBUgF$1fkP&@0O|q|3cu%+oP?IfBw88-SVnu(ODzjT1rD$^;&KKn#t8*dw{+EfWJc#{K~DE7mVN%Y&n$>mQ`c;PppD^--2hmU1< zWyt+H@GDIviHEhO7E&R*VyyDC)mtqLivj@=i9Dl21qx7NE-@)p0>a2@VbZvCLk8^E zkI_00hfArQ9psYtP!Vm?s*bS9ns#v|h^c&*ZxK=(n#Re^u^KIn7vJ7aer$c(x;~60 zYsKMA_7QGN)36nacaVEDO5ILX59N~N{y&dA$s;s$U(tN`6F#c)0J@z!ji#NG^b2)U zM=-P##pMdRNMWUg$k{QZ=KbNdz;cxXzOs-A zFWHkPPoM!5KEw%aMu%9gPIE7jNG9rcC;pl0Q)UcWKs_*Fgh6%UXYxRtJ9ei)}(i>ZSNUX5t` zn~k7^$@7c0w{DdZ-tCHJqw4w*Pk_xRkM@$a4(5MEWMhKVAc|Qj_KTNGTT9o zQr9y&gomzl<`XIueQNUt3LK_Jp$pNc@px(0z4Cr3FZ>{Oak-lC{&CC$3wa0<=ge&k zKWJp_NCUThtNR9+_7@j7CyTwc8!JP7QuGf_*U{!!tI(?^vj^ztteBsKE#EEII*9?a zAQT`lQI(Y!9Bx_5q2`dprNjgUHD^w|BS&)0GX8Ccenj5!_az3ATycZ3jq z)2+ms#TXW1Ucj#w)-SR zto!77aG!aPttV5#qsB8-86U+!zPRJGN>()-0U8E=xZeRN1Y3_>Od9F{yB_1HGEe*r zX&~HnQEo=i!y2lf*yet$>?=__P)Z>FJwTlw&^f_n)3~wsxaMlTzvAA#dx^74U#^u1 zk1^2OF%EBZ5&jOAtBv5B>1aI}k6-?SXlVZ4X2i%2P&wpm)zgEX+_c1Jo3YbNzp@#l z)Fg8VGtL7iT(avWfUe&@!$W%u&-AUZI;U?G|y4}U3ZbA3K#zb z#TiAO2jb<;IHG}q{M)cFi)^D<+sEMpT9--a=+T<{CliDbknRBi0p0U>c1(t`XpCJe zxwnzbc2-AM7xVT>^~K1#dZeOtoolOOYdFcEo3O~QO@qmi594>(urBfi)E^>?YgbY4WUVg-0T9gIEJ>Ngt70zGmIf!XSsz1Y>Kp zIdBxY+o0HWA2I1eHpc_6DmT27g!Vs5p_t`fN-)J(3eKl)7?pwZT(d#K%lJ2q#1(p0 z(4tk?CBq$~#l%nyuDh0^LvsLT<5!}h@pJmg7JGL zgM_nGwE#R=sin8j&qda{Y;IWa?mJBNB~<$!1Yh{-)gEW4gPuK@0q=opLo@h@bUo7) z(mXL)Y_&`T58+*4zu*&tPhNuYL)F&wq4N-y&~;U=R##S%t4IeMs4pM6@h&}t+-%A5 zq?Z0RY9DW61jNF^WNqdKbVmLpis=oa?-hKIAAnLJl*n#!M%INu9|J z(#SljIB6sbw9%;sGxgg;^>Q<0dBWLBP-GY}TNXW_VD3h$HqFLk2{mPqJ%9fCm6Wfv z2)d1Mla)?jMwwKs9Rt)2`|FXJF^npbTb{wwKyub2RCsLy#Y`vq;#mRRet(g<{*g$| z4`C+e6fpvisk>#+v7S^~0c>ysHC%GQ6s`NLRuFjG%i!dnu_mj&i!OFAk+b@op0gaEuzG=xl{Vl2Fs)rk8tj9b98a2^JeZ1Q<>mBc{2U2|wgw5aIEiApBXL zOGpVuP|(P=V|8(~AV5{GhTt$J%I}=FyQhn`D{q3B@N}dIJuYDOLuDp-<#RU}e|QQ8 z3s+E!i9VpDqk{!S?E@^1^a0^9&sjJBc7o3L28cq?Bdf=4%eNa#5l+VNiS6)r8c^g~ z1>PYDE@H+IPay^vcHE?vl^Ds0;Aer_O>5eiV(y9|t#~x!U z)79UN5|ijp1Q4Gz(EYK(g$7xgzX|OIK~h$S$_p$rV_|rl?fdO}4b04Vh@l^lRjUD`-pjFXoZ#DPQXXhjDqJ$i!ki87Ac}F z)YaDRME9gw_yreD5FC_aa)I5z*8{}JAB*$&UGfNlMavao_61$2QFtsi9ckwtc^+>< z-1z~uztTGx^daGE)?X(p7gpcLNI?wyQ!|V0`Az0IIXjEN?e0U^c5XETn~eOY$E5$a z$0RPiu^)_i+1cO!kQg$BUil6^23@L|injJ6K>H}dJw*9Yj8M2-GA^b_KiNf0h7nZT zua3IfT0%=P1gs;oyZH-MM8g$Mt`!AOf{CpPHL3&fX&FMV#Jo@V&|MW%Fm7D>XbO*QS4) z2ld{2uv;Y5)L~sKz3cE0{MWypBIV=mnd@!&0+@I@y7XcN24={xOvD6zmh}_P0h`o- zK8$fZP>MSt9Eyo~f&jzp*L~b$Lx2;4Y$Ikh3QS9&TM`FM+I@;eMR&Kx_xvH41T{l; zjgNgSLnmg46plN9UPg*=;8rP+%kPmI?|}(?|M~M)IJt0EQosQ%T9|&#dv4-TyJkHnzuTlDN}KBlV~{ zX^F--Ei0=OW=pRZ`fwePayD1Y!(ajiVxo-El5pwc){YNv3_l!mnl%HvBni4(4E-`O z_JK2vl+g(Wg1GjG7~6gJY&$iR@SA$;bbj3TLDpjVRu1pfR|q?5?4NOu5mA}0*Ts4d zjg5m}jR45$Elcz?uf#Odpg`alj38%lT@J=j`>k7g=f*n9iQWYGiMT7|_a!_l4bZVj z5GVVi@W*=u&GxjzC*(Z+O%@c*i}5j}WtGsEp7r3G8ah@m^a5eJ1gXL}l~d054a{Qj zFm>Y3;k4bdg-e*jo^jVo8Romb{M8_T3g@q^Vi?8r35RS#G_0<1wyb;raHj8@P5{qN($ z;NgGk=2R=(;;{iz82td!eF9h>-~Ju^Ju#X9-KDF$`ySqd7;8by)!w-E5+TJIHlJoY zs0Ol1W=4X7uvXw`V4Uh9?nT0g8#+jn@#rwvh>egsDPvI0?}!6Xg4^R0PKFf$H?y4` z8^JY5UI>Jjd&}{5D5|&)VtYtvD9d*$uti9uL_Q$yU&FvmLi-wcmvQu3FBj*?Dq1v5 z!rK`I%~S$rH^7BPm>2N4UB7-&!%PBK4skITTFG3OCBdWm1@ZCBn>KACY%2N-^QoB8 znO|7gD|W0E^c}Dz80Uv24rJ>3OgXPxM?oJSU4&Wes100;NQ~~FVoTt&8ypF<0Tw$O~2of>+(}$Q-=LAepHE`8T3O;XWkdh8PSeeLqyb1`MzV!c26P zu-nSaZo*C^GD3ChDog~p`pM_x$Fsz(dGNmo+N=50PO;!tKGRG64_RCvVR$pX@-w97 z3F0oAr01^XX!h%q1 zqQXE+4D4Rai(AiWVn>Qb67R&Tk(k^tHBLBcq?V|usn3Ee?;0L{0ss%5mI@umDPl%+ z5cK>e0C_FC9B4S12vdxB19+?Gj%9dc_El-Mx?R_byWIR|8JT~cNkGa<)YZ9Qz7oOKaVNikd(h`!Bi|L1QR=_G zf#x6dvw8p@fWz)hW*W{M69FdWb)nl?1@3gBh=6Nj92ZJqf`JsHhkA-kaS2xud0hFn zA6_9K$j!vGrlWKe75s|CwAG>hUj~Ff1gU;HpAFUuFUKPqhjGExJkY{d+(FdfE=F8k zg+vwg^Fu=eJ*IUEyXVm?5<_o<0kB~S-euPqSHE=4#8S|Q6R6L7{guw0dnC2f$-lC? zx)g|mxO*xpHu2kaqB^?Q9kmdxR})k>lu_ z_Hb%xG~m~{bSLV5V3Nd3@arn(HZ{f4sN#dnD}gtS5b(ce6kFf~BR)=7SC>pp)7tcC zTgw#_t=j}7!?@gC6zRnFSvV`Tv&{lkCy&FiP`c9zXVZe1EuV*);+^hx5_bqVDxONM zB3l>V{k!Rp=X!JO@7c;n=S%4<6|*w=M?`mE&e{hQQzWSZ{#pQKyajC)<6$O zO^hN{)C%3lc7R*%92>J7P0~0C#p68&R&Hdkz}-z$JrLU-WOG;Cd!VhO6UbwLJNmAe zyzIxU!^7m{WGNF&DAb(GJMM$*_!{fiS0j_)|DA-P3GKAY4|G!5je^A-(o0M%8d@^VzAI0H5J2vpS`u( z|ASrI`= zibzh9Gf0jF+Ja<|B4;BYxkysP77DNcK}3ouNGvjzWQy?S?rzWRd(OS@*Y*39U_tG@ z*4k^%Ip!E+J%1xR-IW#d%fZ9BBSjF(0gMw=eRcr}EJ(I}`?GcA?e#@_+*z3spa2Fz zcM2p;u=V@~Rwp}J>(H%b8~sV z2B0rRgu^p}UbFp}3yFMszeXvVe{tuHfG6-@CGEn`l9p8hV8{1B)p06awT4sEP32EG6h*F9l+aW&|0?yB?Y`s*N0E8i%;CfdBVkiP-L-zA&SnsVX zve@J5+3Puw&aP24yYF@XP+u3DsHSXrg$vwA%9F?kLEJ%N=QxE?^Z zoBvD_X<{g{DZK5rfhMRN(pFMbS!n=XBtlKD<93Lj1_T~uF-q^O{8V*GL(-P}%9Z=e zD~`AJSc3zeoD~-re_}j?h@D4xW8T7GPe9dr#dnK02g3a(2=Jn0KLi4#4qTRoks+OC zF-stQAva#`Fz|U;FBYmQ!MLI}oq;Vfc>*{c;1_8dyjTX+0ixTqIiv*bodpoa+3dD} z(Dnfo|G=lXfwV#v^Yk0CFKzq_g1jX16M|Gyh6V>Bl?1dk*?|pELm+{O*_?kL2*#M^ zfRy?k=d*{>S!4A6{`!!!&gP{HKo7$qz9|p}kA5wtef;<_C=M=isi*6XIUB+VIVPYc z>S1*;nfN~jO$}rzA77J^@*U{?p^)&MPA5R3d_2|Wy9q#d{q-onH>bP_uxU5*9*tiG zAmFrwI71U2PYL-|GrUPh27}&Hf))U@tzeeX4Y<|?Vu1tfbI;#Txk5`P1Q5Qu%EG)p zYfDBj?u7nqV{>!!#n~uOnj_+1jnDVYpwI-4tlR^@s2}RX{*37Mzr(|PhTZy&-*_1J zcd%GxwtR$zXpcPbz?VA3ZXE+cOT;SBq}VY*eaQtDC}i#z=vDwEvm^)*=3rC;>@T6M zJw86Z?=U=wgYjd)uSRAO1{d(P?@FJ$+X;~ULx2Uf^7jz8#z%nGi~|^;R1s9xI2+T70_N8hkYMv zp_dwm_4kvYmO+X16&0XCiqfM^w=LY@(^#RGQ{qM&fw z9+U);P(0oLFw~s|oEFe$tM{gLd4lspQGA>{+acs7Kvi7Ld;~4HmxDlM{vC=Q?M;IZkN`(RF2;Q2QxAX) z@U}QGeSJ_HnJ@;~RSWR?j^%C0z%BrQPTdmsHXG`28ktPa*B82$<=Mba7qd67F(V#N z4|JTqT_;$A@%XXVBLHp%BYYcO%&*|?>>jLEI{WFxL1=>tc`X^fQZ3c62VxE)DnYP% zuQSj%1&Wo3F=|cg)fBRN9333K!z4~X_&Rm@!K0IIn{wOh29W$BE$;{L7%FDbn`re9 z4VeRO-T%&+4R#Cj)m5;CMp)>uZ+^)YRB(Zo40N(Ewmn=h}?&;IF^_x$>YwK`ayBZy|6E(v61#;|~yjlRSY@ zcS^+S7#K{PD|iGC@F55o&HKktB86bn2sjQ{g$Fb6YCne_=ivsuVVEFfg95TOl2JbS z4Du&Yq;m+>9pZGRm_qRl7BQ6O-@q)P5kLgU$sfnaZhyGgr(iiYI~xX--v!{MKxK5< z=8t5>SJz=5MI40?T0am_B!O`il{^#}1&w%sZknNxzJGj&>coi_=qb9ubMh*|t>woT z%{%YAy6*If0gxg#I8*|ti!F2)e}z^i;);b>W&vPus<2}n!Y*VcNMeoP?rYDd^7M6V zubctg?-d{EMuZop*8@d2vB4H zITyede{1*h%~?pr0E;w(>;ZxKuiLK8bRUE;*9ZZW1bY!u{DUM#0>Il}n3$53v2)Kb zkfTsS*nbbW=w*P*uS!YHXCUBMCQKZ>{2(B1@=$?ACHIWOHAlb_`v#+q*gPRRIoPZb zD_VdD04>SYDP~2oI&ii@EXn(;TrPm6w?1D6z@O~U4e>K7^LbJ){OYTYJJ)ovIJ#{KoSzDVCu@?qy00P_~ zi}NolZhD}n0N;uNay!JlJ12)5ky(Lx3c{5Fs?A~QC7v#5t0I8`0UE&PMG52)z=eqg z-4XDTplCzh66PJTLk9a9*sDSy%SX(dK}FyaeCJmFF`yzu!`+U-UI6yO%9x47tSssb z^&^m`di(hya2^mre?j&l7$&U`ZHD`xZ4ZG!V+!>J;#~viFLRrZcj*mO#1G-t5dZ*k$!37n5b`fT-|XDn zAOboB_0yxja6U-9!=c3^$Cn1wf14lgD%*WPj`bawh?m0c0ZU6xPQJ9|IiGhC?4*(S z1oI5t)1DXuz{~^?0hexm*%-#^2kk7|eJAl;y8PXGY-jLA)3n_Vh{WD-l zlAfN9;Pwdo2hf88G(YaE6$mB3B5?Rxy*BoG90C`Z{{Y$i56IKN#||b#2)Z*)tB=30 zdi%t0A77n$#z6_=+XVedWQT>8CCt}BK+6%n4_HruoeRK(hae0CgAyLMCQ#>qtPIj} zMG$0vf~*km^*?4DaS#X|fZ#uTVzkyr)6?TEEDL09LV#<6bPzf_#}Qx+ZV^@q!tz2K zvw`LYxA@1!IL9x!(2<8katvrTe;V||-T_8Dh)F(x;V_3KrKKQ+Yicq#M5H)?8Nt(V z1M*(2y7J&J_^z&2NLC)M&S)U(6Nn@Vus(s-4k-1(+h|tV8>GLir~kHXhjz}}HZ_Gk zfU`*eJY0+hRG@1DvMM3dXw~Ape4=VGYjzS5m&YGvq%6AixdSfJyu7U930YgZ#4nQ(4U{3 zJlSpj4IawyiD&=3b{CihHLtwfVj*8z$#bg@ju@~=7jA2jvG?Mp*c=-)*(iPQ2ggr+Cu2n z+5B@)L;gANvv~xEa(t)({25VG-*kcG>I8Iu>4>2-fe7UjJlk)&m_UHk)%_mJ_2(O$ zUV_x^l&}Q_atZ@v$t(cE`sR4RtRQ~pV6&4~nFd|15%QmR_UFw}1ycS^L_Y5ugfOu; zzmI{M@-BTK)Pr1|C%g9nokjvd`1qW=WGxi-*&qKx=VUw)FDs~0n*b??rPv5122k^K zmOSB!1dvD^n(F|RNvAzOu%~s@AOa=5_z&w8p-U#snM?~`Q)LtC)gi%D`2$vIoHUef`65u2d zM9>9ua^MkEJxKcsBKJctuMqIiho0dx@Z~}lJCxC&hwJtWM5uxQ=tL%>xQcarx$NGi`K#AAR{sF-{4xLlPkJ!r{$(9@QlrJai03$>_&!Tqz^7W->Zju8N)*ntZA zA4hg*2^;=x4jCFcBV-NOGvtk_Qp^ga{{H@vrQ3fUa}kSOTl&fjH;DApytMxw;}1B9 zhsbURjXjW*oCa|X5~F&uk3;5cxwN3ciA(r-07u?47&b82E89yGGJlGtK6rWn7_K2e zU`d8I`xSPh9q44kF&3%apBFyAi5O@HyUf-zi{wAohQ^dN_(_9{F*Q8b)Q|{%%wYLz zTwk^VWG!-O$Eyx}$3Vk#8q}*dbahVw|0xK0J>&vh2!IH&4~ltOXc1iAW6Hi1^mg{efPw-=&^qt4D+&86=H-CSg1or&@rsX zen~OE_azWjlEE0^ui5)^;JYtCg?bFO9FQISxgkT#8$5~WLD_f%+<^1SA!Y%F4E6F6 z_r*a5K+-tC7+W>YQ3HR|c_9NLOcn_pW*&}mTYSoea7;(XbrDtIQbAuBK{Ap&mH&gkGXk>?GL64NPjxzMzG2>%B((yWPvI_2D%=nM4j(f z{8ya&J5>JbL+nx5vZ47Mh$(?W^3tI8tM2D8=gp1CaXhc4qViaOvbz3WVE_1VZwvq* zSf_!TSO7JkjiX(QvazwjbOB*ONSly*wDhOT;=f%n@}(+2ByjM!+)`ByN=RUU>=9aD zRFKK`+8WjSWBZ9vSmX}YTkN1`yC;JGYxnrKUo{ge21FR>3ZLiZ&e5%U^M(^if1&7o z07eAg!6+zx1fItT6jV~xc{}lufxujXT>X!h7DX+|Rh$3nRs7rUMXnIAQ>j8+S ze?XK3sO%V&AP52E8a$xbS-{>H$P0)MyBs*Fl$7s``tpMm7VhYN!eJRnP}gd30#=0- zC?J-B+*sGZAWi7MuYtc81OqRO28eilHX#~xf@z76$geRl(J@ z)Og~BjI=bI7hwA`J%Jxi27yMJ5K@sefNL>izHeH z>gKme)|bi_0EEGQ`5aqz{l6{6zrMI{i`18hhqjm4j1VIvvp|GMkz$UCqL$l1oG33V z>jQ2IX`g+6>Shq$3PA z^bw8?fa@TU_D%NwDE``k=RLFciI~YeMQF?B^*mQP_;1IU{cHW7?7r{@<_B?Zd07R) zv>)rn4dsUppFePqK~skHzVGQ#^0T9*$Ln%J?aI5^j=+~SSeSfYZS{7V`#L~Xs_rI`QbtwzzFP!LoSp%>6BTVoK`-W%LMLfbg9XZ@OnkuV!cvmQ>i zWLM4arZ64l_`=ZWWZ_F;TD-kP+qg7YLt$#Ph)cl+qwg=Qv|W*7SGS7w?#Objy%_Yd zc1V-L@4a6G&9qbOg&@aU&gX-UKa}PUlF$ovQ(ff4>9sSdlzYtSGaPlPwDO@c?JKJb zD(TBJqG?1^H7`Ho2_u$Vvr=E+g@XkiPCRFj*HyS)Pm^fGq207>a;e^Z!TNaLQ5Pqo z4qfARf6h@;ogX+N$j+x{Y~w=uXR zP@O{GEp);;>HKulESiQuP^{e>#rEB!kYY17pztG8l6)l-^;9U@d1%`|D|(s@ z7?$o(m#8w08+I{uslDJBQBe|Uw#Tb*69i-R#@9wi*CJ^McezLUa$H%0O6&$z+4Bm%ZboVy&1|jUhv$utnSaDer+G#P4X>mD6JL-;rqPD5ysyiQT0bukf@$v95xNaP6-&xufB_Hv`y z;PpCDDB9e9BCt?5CV-{yHbq%1kK3<~&84$WMex%t*ZIWj_?v%h-_71UFlP7Edw6tx zfIn#JmORb6)gdM_pV!ylhHytsH!KF33m0+AmzUMO*caj+eUwj5dXqtu$fZf#%e<7? zXMZ|V9vruH#gb~pdm#cB$hp2UvESSL}*EGBjqoN(u%^7=&(=7?Kx@-AQM+ zb+aiN-{1HjC|ww;!Q29gsCs%5!wXbX0r^B`MahoNP3-NF1n4 zz-Crjg%KNGOIBZHcL-2rVlQ|ye;lqLTsM%&6y`HebkU}eNr&==Dj z?wCxfIKfD+{o!QKu5KEuyU||3Kd&1>G%0FGF}#>)-?xGj`+Ai)B;Oy(YbHm0^9Uv1 zA5D*;p0m)aJyw&+WlVIP8q-hNw*M%Bp_YBMc9?yEXoGP|y>C?8CpfuHWqMQC!!|d= zTW0D;q!&+)w}DYn=L8oQPblExb^wl zDSMwj`!xqX3{_$5N$s_$qpAEJpv1m#JEfFESgCd|t$*ZXKRW=_beUjwZnw?qTw0n_meP;Vx_Mo+LrlBiTR*2^_y#_MNi zd99V}?rj`nD9-pQ72Y?tCK>LS8gGaZ{L*_v+T^Rnwt-{{u}#UXSy-p&BLf|$amdFr z3Y4a0yU~=UaDn7C8*P&7=b=kCL)|!x{P*IY@n+7)>}(u0<-IpgY1)*I6SlUSq?7OO zs%VxR$JaFlmn<6X(>CrcN9z)_-tmuY#Q80e681IN3;Ikk)IUr=jLPfUGm|z)1Zc8? z``cGlxJ(!}x{FPvDC z^kmbZJ!qoqsHsUgP2jtsIDyJEft;}2bZb=jh8FefuvVR--I1Z&JB|uPsI%u*c9k+{ z8k&mv_h=eh*q8!!=IJ@sucu0dHZb*nkaqr>pkMp-8Jas&P>>l@k0PkmnoI?Z^5}K` za_s^$W*^O=8PZ#>OxsxbVRiRRdwHzA9;2Y!x<#1d7|tKFxDu(F)}oj_5}Ndu?1Udq z8#O#i*ElW85GYv9)6+>=ak3%M?1gSaqJK2{-o?s7f$4~@>tFeC0bOINn9c#WJICf1 zE)a^XHF09U8*Y7W)2bCS7z|&`zH=TYjCoz|PVz-%FWqME=$3crF-+X5>(I&;ytv_a z8}G_`VAvwyh(s*E@qUsBPMBzDK?+z(a>Uu=2ITqNew;H7NfF*t8lo?fUeib+tGO1Yh`SOV+9 zcf?|@WQqw#wlL05kk`F`eXHx!FQgPaYl;hduSJ01t!G=uuV_r`r45TrZrwK9Ewwk| zWnY-@jtIJp{jn?`ty|c{1;Fg`3{dPXO>lPnPSN`yt zNtbf%9WI4%R5n($d2c%QEJh}tV}(3lu`u4MTV#}aN#yW@+Xb5imd3|10X~A+!8Ggl zDh|r`d!($V4LkF{*EXwj5x66*PVQ;0*XM2>pZZ=&?~oGdTIwz2PK zZ0Iu-UieVO9WmSc@Z`IXJhW2rE-B4{?xc7`<2R#cZvKz7! zbHY#d%EzC0$Iz2%2(bep5gn7PM^fIu7~ssL?CT37OJ}j~*<{A^WELMDG25mTmg9Qe zek`axDdpKYuZ$}Nyl$~!?@p9ju$mbpo$5GyUr9Cp*7T8rr_tlPoGWS4XBTisy4Nh* zD5O#-6*B9`58RhB!2Ghvd`=dZ>&U%yK`3WaBH|-WS5i#jCTD>q>*cAb&^|*^UXs5A zS7={_fPr+#()A4-h+n1q&XJP8tT8sslgh_8UK+{{v*3Hnl%Yi#6z6CT#L z`h4#i3u!M#l_|#0^Tj61&RHDW{7yl5R@MVvl4M7M&nB-pmZ+GTOf6`SNmuElX|R7D z;+;Nc5Yfsbq|_1dt|R7qm@xI1v;5&%Y}8aFf7>6;i)Ra(-4^*YyS8c~Hat>0I1U-r zZ$2zF6%~@fN^7TRKxuc&a2v zb(eOML$m%v`i(SN4>x|56t*-L+_GgpL;G20DU3rKKGrt>YDDYn>W%~D%(LS@QMc&= zzvLR+*eTKzj`J(Bpci!Gvn*l`G$8%rWSV)ZIPr-twS;cCheE~!A?LkBVY)9CbA~Y- zq}q`?3=IugIl6sPwh>u<@$y3Is3Stom1jtP8Mm3$Yp0r(Ys`~i?;`3q;iDB# zRb|G`8tjn$q#~%dzglD(dVd&h5?eC+sx!k+;4Hd6J}JhVa^3xX=J-Z2mk731ecHGB zT#pz(&j)?gQM_U;tG|pzQJR8~ac0LPeood*VltI4(IZiK?Qu<%uE|h;sAI$2`{oT( zXU@cvhv4=n2NOk=kLCR~NlqgPqf*PyVwQV8sqGk74vc%{viB&us?o&6sf6Jtgm}hL zx;oj?tEwm4b&Osb8mM&?*Qus3pW^-pOKeEwOlg_;Ef%CQ%7Chym_K;_NU{IbNys`g)bczVUu|Qe1K6myUtN6S>Ny_jJ!wTa!u7D6p z?ePi@ymU_Nyg{!!V+^L~T89cMMb=F}dQ)a@CcM=xF(utLj?=iwbvM8sb167K&YO+! zkf|ZRkYi-twNF!q7nA-yKE;OdfzD3NHeU5;X#$q*cZ<#_zgllrJ8XoH+a3CeLwHmxcUCb&jI z>ff75DR8?*;hTB&?#x&m9-^NNCyoV#>uzYdC8aDl@+5Mq2OUcC?+b{Ww-ENkGSciD;;j{#)PWyV*`{ zbj3A8Db2+-bCRUg`o!_`TnQI4=eLCqo~=dWyw@zY&#m8tP43*vj+U3&l0@OAQAPo7 z9@kXwZG;vO(Q7bO6XO5MLP~D0m_5@Up5bLwe`?x>y{EqIWV@k`AgMmlk89R}J0Rvv zW^+3)HXtwLO}|%Ph7KWszk{yF?IGz7v6Axc)FHcjsVhd|v$M;Bt z<=cvmN40i|X5^~Ncle6WR*d^lcrtc95m2mEx5Ix)W4hNYOjIxJz~pP}^y4eurCVgm z9m4M@Ug(oOk(l!Rd5s{RwwCJ`cPG5CRVC<(F{f87tNj|wLQRt%z5>&EV1 zWTnH7Cb$a=TD|4(iMjM_K)Y!746n$=vPrl2AbFDX>#6WrKf7kJ{wQ}OHwhnof8m@l zMcEyid0IbSjPsP1n*Uo(em_!b3ID~whkDT+WkSn?<5*8Zcq@lk(@lz%Phmt+p;tSQ zOG#S}%6bVm`)+1-h|HqlZho|@@e)iV(8;6jDWfDKivat#=30Bs%?IvY6v1+KTKp)nZJ-ot=b(=_>IUl6=Vb%7De>1tHQk8{k!;H&F zfwVlPXHd&J8Q_PBvrY2Z4xOqs93avP_KX&AwbW$sjLcW-VvN10Xt||^xS6`L3=KYg z)tKI}NlD5(jQ?`Pb$5&Tt(k8{epsu3e0JyCiQI+LI*+rwGdAOAo=mkxN>QM(opm?^ zI)UhMY^;T`?m6-3scKc0Y?YJCbXcN$uy9{RI@+UCG{t&(M0k;D{#T*QHysf-CNtUn zaP40tgo#|b*)kkDdz_Y#>ayTGjUV16txg8Wt&}m4TdQH5kF=Hd_E@%wN~PRRd@sCK z+W-M~Ucs{K`45#ybJyOs)e9UL0hh$n2gjBLGIe-UZg;!(1>VT$ST;cG7U5ALHG0Am zM2oqkAk`$Ztf|2_w}sbU#Ho%JnmUrMV*A5eUq{DOQDcS9xHeQ=`4r}1>kG9xXG&?2 zRaiiZAq3@qsx`|NzJ7+#txtGW2h{V)P37}$`9?j;m0z#FM5L0YH(Y+Vx6}d&7y$ol z_I-QHmV?S*>unX@z@K;%&7r>ZA_SMo@?U`1fBUT4{32h$X5KrU;&5K&gO75oNwx;V3UXo$`7wG*TSSrOeP-sM;qGOnJA`U$Q>OLdcpS3obN<$J=kM>K)fbNH?CMI2 z0vN8&EK3lMv$c~09+7~EjBoA3Db|1f^glm80GcSl^?|0Q8)C-55r|Ox4cwOG;q<8S z-LsPJx&1^CU`?gGR{H6&_1}i$uP=T<{QEFnfGa0O5yABoniC9EL*TOV5(S6ffM%PK z3Jwd;3OD@x>goRuTw{^|8U~jvdT7N_@rnlQ@9jpQjG?>zau>Wpjz9wSudzFXHaW5{Jcur%nSPV9H&v{%s8x&=W>Q<89NEmlB@qCE+>Q*GDmNOx2uxa5h1v3&nE@-g;> zyU|rKcbQ4algeAovdbNw^y7vfNeqo#SYw99N=pDDU#b00!)5K3She#_b6rS2IU`t| zqWw}EUE@oth(JN9C|!@Qyyc9Isk1n9_p)o!Aw)M+P|5ofw(`m8Q7PltCFd;8pqrBs zM9~k*wZ(E(>q%u?Mq%W|I5rW+sbU~HP+T0Ge}xs+B2C}bA5ZE%S{{vL%2 z4}I}ii=)g8B3?%GYX>CX29g zJ*kwYUs(i>nzokNA2n^taH1#k>8!V-1hJ*Jm;8=Dq+em@mNv-t_XwqHJV6X4J3gnI zAFCTM%P5hnFvfI!JnKa1^1J)E>?;6nsuH5A9NBT(QqsJ)C{`+z85`vbns=w$SFNIn zp{+bs3N>$w61-1zO^0pt`J|MetuQkxol(!FS-<(oj=e*Nm*959btkAK{X8#w!Mi$d zX_<<3`TpkG1+%ObPK@l%rR*e{b&oYQ`Q+h=-}~i-+?A|Q>pY?jUHpj{r#Nmr*d<+)iYuPb7YiGEl~Gl9pZa}##wE!xt@I=O>OmgyuZ zP3zLTn8=W*j5H{f+EbcdIC~+uWD6e^T+-c{6I>EwUPEOnw+W!*ODddLRKpwH6YUZy zyvF-ZjLl6rDY}Q{H0{T&Q??&^JneTv=M(h@!drRjZaJvnD>!{60S=dU{1IF-bZ7wZ znqPCwvI?&pl23m_X{IOKtLgtO$(SQx|Dc{n&}EYp-?A6#1;sH_p&RPQ^A*@tJHPt( znPug-J9zQv)OJm^ZAFWD1z(n;!iq(Czp14cy+&ccQm#o6S7S1-8%C7F+>#FAlwlH5 zpdjaTGP0`{#kl2PliruIZ2MeI7~lGAdlY~u+o+(DkxpXJJ|5CxE^vxQIUH!GHl%z>E8+)H%!n}cd zS;P6Dn+#P)O$!T}UB}fQd+#kX!4xpZ;kJ8+s=e6?D(d?0I2O=lS)Wbvk^MZN?e96} zz@B*Wrm!gCQ9fKs5v!S8X<3Jhoh3iPLnzqHhr#IXj;{wK0<2vC5*~M<>1s$1^Qt~- zdPhe}AZWk_SAD0bfxS;DkG;pKKT~UG$E%W|f!ym)V#Q_>d4ll0#jagtd!6(#nk*^S zg|55lPM+QJy5Xu9S`??Zw5&8po=&I?T>9#zQqFXJ79OU^O7WO0l98eC$! zWR~WsQ{CSwmBMFC$1X6AjpiW@*VL^XXOE5w1|aAiV^+lnOstQX(*?$p@+K4q>~!1K zUNuV^MjN6~A`P2sXSBWv;CSL^ow?eiUj=sSIrP*r55dfT(p(U6{6N3l^y0+0oAR5D z&WfEMLlmxE5#*tWR-Gk1w`XtqWB7j8WgY&|#n3p}_8T@J-f(~;so{o%*{&}}VQ7cb znxywc`<27@YmutVlewxj?1guw#n&0fH_-M(qjs9&wLMnrpvw)kyHre6q|`)vgUoi? zSd@^a#X}`8A^r$uARC$@2IWcI+N0>-3&{e_6Cy&CbK3ex0y*Tk19$oeK1#q0E0w#8LzHxF@*33n|`X8N?PiSOUGy9C`ZrYz!sEzW)gnk@b^TH+Wr zHWLnGI@dLm=USx7^5KJCiX(-j z7@FzxZp$WZbgiE5iL*%;`AwLz!xy=*^P)<$%Nf3$0W0;Hf`lXW`WR|YwT|U&vH|j_>tpaoh$9M>_7AI=->5m9lbaL$#>7qwc;M@5lvaVce*6 zh456wup5Vc6tt%U|ZWlTs>9}P8SGiaL3WZ&qxiVgBwNGW{M5_6~PF_?dkDmYbgbWH&8Bvh5Q45fGtTl@H6FhfEW}BPIZXmXd5q(Xe$14fd7wd z_|}W_Zz+OzxXH!0tQwz70MV2Ige?j-HWv}`ANUtMzczg{5~S-OTs#C~c23m=N|4$E zL+$QTJ#qwxx8J@q?FNu&yMa6k;3`f@Xrv`1!3fR%6A)wmJRL^r>eX)`glYlOdkHWFwCMa;k@E!+Q2=mOPXlfHO$*HG zX=wUC0Wt4E0)ddXaU+JSX!yqez>`3}6$83o-{-Jq4m<+C4Z~`8N`w?07IqyNzfe(p z1MU)>_X5n`10d7VzCxKR4IB}~UgHlC+)m)E_gQA9)dLz%Bpfc*xA z{VcuKLRnpKGU4s;oV;$y67UWL!?wO=@UxmIML4kYU6RwK@ax{nq~YTJqL?0my;7J; zLui}!#B^2g#RXm6s1T6vmrGfa*FBiBoW--U8+hC4LePNTB((nuUj>&u9e>+G4Eq>V zlETUa)fal22Zwo-{O+(e;JwfOsvG)?913Z;yo{8l!+fv~9=9pnG_Gcd^_Omn4&xQ2 zsqw+%UUi9CJVE?wPP{>)m>T{de$_(uAO`v{5I0Wfu`gsrw#e&x@RF+iB*ss(JE#}- zHp||j8WF%@O>E%Bg}aaoTgvCsOc$#_i0u#UQy^>W1eMgE&P>|huiU(Z|R3TLz@nxlHoQ}V` zL@dRXei@W6xWI*FVQRF~3!i!#(sUEKs;Bb0(Hw*$apyyhnwsyPpfuf}$_Og)B?!su zI)ssn?tZ3lnVVk-F8OjEBRgZ`rN+fJE+mM?0V{f23>~yV%sG465$9tVSIz_q3iE7+U-UT zeX8Gw3>MtjKL=lh9=KNTN={eBdrs`u zt~Gqg>GQWLzgg;S+_fKs?&IKHo5ywv4sqz&Yqv77NT3{bl!qkk(??Hza_NscLcQV; zh*4~1CZ$KeKQGJQ*ZWHb72n0r^HNuyTb9Wc6MYpjD%09&C6Cm+aErHK6YL{5Xga@2 z)_-Z9Ap0sSjky;yxI9$h&!SZ@k-k*BE|FNEQFKGSz5kAh$;`msOfu0jYox&V-5U}m znnm;V$}2j^&Z0tF z%UL@kXI|s&(lp=9b4uM4tnm{X;7sYQ53u=qL}sWxd*lK+{>(~!#ThJq>^#0``4c(N zc1js<_p3gaykeTo$M)<~6Z5-zb;WW+s7Pz_?@yU5vP3CadZaT6E|a|#gHQE#72kB9 zC{&yE;lI4y7cwCk*mY+9#=!3w3&(5i!=-!5c&=0SzsRuji!Yw$7uWW)tYAh-6gCkI zcQHjbILfB)^#(XIJAI5XlXdK|QY!rMW-&iuvCU>wJnw$%b8V^N)Lxg)cAmPHR~9?Ac=*=q^odx-&z*grmqynpsS|c)YL+*x^Si^S)RtFi*B4ioq?{;* z6Fuzvb5<2u*UrgyxMVE&a9uN5ws$f>a>TOvU`rT)Hmk-#tN-O$w<*j&aZuB>(F zP-zKXSJAFYTugT}=+Q!>&SiVxf7FPf_I^aM$J|=?mmdlvu`gTey1lTjS>2jVY4O!N zpW}9U9&6NiO1#-klI@I6L7#xt>MlXr+Tqsxbf+rTdI;=b>>`ZYsTAuu2ELy!q(1&j zp^B8SuStxc(S?*X|96Dqwb}k;<2c9JcT3y_KFdFX*3<&Re0n{*Z7qk=4%bI$R`o z^#^~vCy^&Q}e0>y+2^5cqM>5JGyijra!I^t^6)24)fB zdcxPvG{k=qYn9-a;@w`8WZ~V#{n2tzNylbic-UKD*lG2RiZ7S)daSaMlJxn!E-$Il zK@+uO#~q^Y+vpZ(3fq5eJwr6;dRIW2zQ!Lqd$pm}JJY;^JGje@)@RZA>2Kxxtfxy` zI_w;7b*=4X+M*c(Vwxm~gfm@Kw7yhoQc)Fo<|cKY%1|9NsLnydLi?tV*Bu*Fb_pA9 z<+XPCwi|s@iUxKPP2P(3^!6L_Z8b~c_$ul|rAW-wYHlYfMu;GP;?(?`jkVdTS&mmR zn-&StD_)ibq>>GbGHoAGLazAft_}Cf+2NFC$$+oVK9}B~>XT^PE3X{u)a#;It7R3c z=dCR17*b!t&$w_zEo1I8&l@)^vT_gX+~eOL5*h6Bu&QvZu2U+bGxIIdGv~iJRlYyZ z=WVRZaD`Cy`*z0fqm^B83q7JLob&iy%OZkxG}D0to2|_;eh2>j&#C9baM1I`BC7A5 z$G$I9{QG~y*WT|)6RiLF{Rhv!|6hFjw_&j0tZ1 z=gST}31a&{_%_GY{v!vzeMCL?e!{H7xE*M~`D2vYY62~K#0`xy>*YbC7N0d|E{eXD z9LV9<?{sRf#G>;iC$>S5YrwYIx0v_WRJCJ%CTSfx zQK;3C*DHE>d0ClgqZDKOPRnj8!_cJxr&rRVNBlUXiv5EvigW6+#=P`9iHwd(3$qFp z7K!YSo$zN4p2pi9^eti^<--3e`_=i@-T8<1mCo1540*?9>fRok31HHa6&%>uVB;MK z{36FSu<+6m&5$TaOy?Ca;2)@WP$*qFvsRzIGBSFqc#(~ZeC#-Dd-78JBKZj<}Xe8F7-2QQM~Vpz~rE)^Id= zzoI>+8_|{`zB0@Q^*<0iePX6wwoH}Y2{swZlhH#JUuqy=W7!L-nUd@?49*rOER<%m zpcA$#VrDvRrG_2i<7#}feJaIQ=TKFyp_MD<^7?FI*%cpU_|Bpi#J>)T7cV#_F7#BW za16y0)}51#&H7R=B@}!ie#LMbaFA;gKW_-G+oB3j*fn6pdIblxq`IChm@sFd3%GME zi8(z^aDWZ3K>UK&d!Nk3i97;c7EIm0R|o~77e=0laOP9kq{+%w>y#$N-QX;Xwp5W{ z4m@8xHJK2<9=1`zHaDQo+_yOQB7$=$yXmkvU+%{KR#2rIwsx=PBsZ@7ql-EjJrORh zQd!%8_byC5vz|G$biRoHbaLVq!}3 zNNJf)+VPE=Xdg5x_s32Aw9?v0ZTc6_0AB_2$0KC-9a;8*scO-DM||<1$FRR$GcTIc z4Nil#q=Z!GDH^S%Z1!%JMXyktJqHyhdbq6Ra~k?Mdd*_ZEld6WtxBQpnE_eMr078F znF#~SD)Ah*XDj(xaSjSF$8E3cN5=_o(I~sz$|k{PrQ4p(K}ym?;){~<>)6+`w)hr> zbrr%3tsY0U`L9JsZT3rB`<+p9k1Pnu>peAV$$=88#l(o)&b!XyOKJpL=94S7b+!~X z*dppvOn=Pk7UGI6opOZ&T-1lYv%bo_niJJg`gX&+vc`2Vu=uu^vZwLvA1%u#8wkb1 z6ScH0)k>Y4@4{cUkoDGlLou|z6CeC!hH8YXHE)z?mTo2Zo}Jf}94T*07iFp~Ht6GY zRrHx_n?dbf+d6|c4)be`GLLfUtUGcd!NDx7=ybZ#Ua1B7^AuWdu{SlSb7io!TK1Dg zM~I!gejo9sB!^$==#ZF~)mrNE<>?1h=KN?!)%jgH)sR&uBjurVsyq)_i?>uW`X5q* zqEV9a`dRXa%-1k2sb3_`3uM*OXo=!;pEs2Dua`b9(7Z}C#M~jLd#jVjr2Hxt(ly6r zVv^9l)J%-F%vjDs%hwNCK1mR(U40$GY6-=0ydF{Jo(da7cMHrrHKP{V$a8D)O*nbl~i9^O3aT(cs7 zuYJ1hiT-+_Xy$b2`s_rzJ70HPcRfyjVYx3r5PB-+40ffQA-Ui*iD!Ju4rv2gP=GC1AnKz8Cl{pyCm-Gha zMD6;z`kvs8#Cm+OE)2Fu>C>{Y4^)-BlV0q!kz%_{cuh??U*TVELdH_fyE{m5zHTL0 z9Xnzl=`qSl!k|&5{xKF(Q9?f!ayPJTO)iCL6Hx&^IT|MlNz>D;g(fTvgGIyw&no`} z3$pN_v*F4%9BsM-0J(DZbbXCBvMon;mr*d^!O7Bj8tjOE*}^D43?k6>ax z$ZB#8Um8#}cl?s7qzk<4mxIJ5SW0TAm#sghwe2c$3OrQA7>_!(TqRZ|uSKfQ>kx8H zw3)Z^gaY4+5@s9vpZC>$DV~^4X{p*mXSDiNI-jXmU6;TrlgnKjDg`6L-3xxOk;@J5 zh_qN95%ztklr%H=wGH$S;i+RLV6XBtEW zSm=6uaC5R5Njo_2O2T)#cCp zuD@UCIi7poG3{M;MeRC$0X1i&wL9;`U_i`ef_%%<@}&l=RkvRzMAj|Vj7==1+so#B zJDmB7P9G&dwD^)|= z3K`gmSvj9y{^KPFzRA4*9}>3%kFGcVUwoVP?83qSc+YRkH#?_{2vdJ2U`+o<3E1D6 zR)y88A`UvwP6_eh+`>Nxv6;c1Q_6nz5?)f6GjlOnj)zRotY=?&zjW}yI}3)rAPd3u z$g`iU;}37c*4K!Zp=0A7$bFb*fj9h6mT|G)vlAP4$v9!*ZRTw>i$ThS~KDvQRgQ2_oobN!IE~6&teaIH$m#Lk57KbTK1G&E$W7$S=u_^amp-TWN0s`7d^5V) zjR()VWS{78T_eKU&*E0Gk7QQD!diL#es~Z8yDVlmuzs9&E8!DA5>#mJ{d)!HdXjJA>+BrRyT+PzF2U!-)vUObKQeWpwJH97crB_blv#CdU z27*cwb1LwP__kk1#9RVP4cEh-_MrJAD{gt3x5uK@SSoIm?%M7~Ru&LGN}cG4U1)7$ zO>(%S-TpQBM&^bCHRN(AU)P)HLgiy|eBXMi-LKo$Sm6B?OM`FvaYSsDqp&vfZ_!^b z|1idHM@n|<-d$2>d%4?E@<5@q@1C!*l!z$$CW_2SwY8cWSh>yvc!+ON=WK;vy~$8| z%zYW|f$+(@UF$w?d`(Q$?RHDIqvFgZS#3Vf9g=O>yNQnuowGN&ZC8`&A&Zw4n>~a# zmcH6pwyPVmz7iwxvFJ>-ZfWdI$&r$lgT$l;juemD48_1TvXQ7jwhAQ87BDIk@v+pgfJzL9^-Ce41$l=1`PRw}qiQWeqW$ld z1_^b(rJk`?4O>7LG!~O@qI}(^6KAUaA8l_Qm1N$y|Ia*4(=#plR8wxLV`^5Wrllq- zR+by3W#xhk&*x9c4s;IP_w~N6*LB@~P>+Ro4<6QA$zLpA;p%Gf8dH2uDNBkd&$Lujs*l-<`nG?KU(1e02 zAW|B$Or@5sVOeb@e$Iwl%kuqYL>$bBS+2Jc7Gv#s-M$@U7{C zl7LGNU04`0=8_42rO9Pytc`i`u%4_8hYC6gY(56J!Z-`oZWQBpJihm}dOM11yYK$T zH;N@UsfjOk#SEA1Bc!4>^}wEs`EZL0Q_)JX3nMlDTGVHsnjE4gNy60WcwMhMM|p6EPUgGEbh#U-kQ8A-2_BSmm#z>s zS1~^8N2*rbu^QAzC;u8V3!?Ppk*A{Z%AM+v8$YhJ9a$O!8^c#1>_g)k_Ce$A$6s*Z zp$^jOJu`t;MV0A2s@i%>BtV~`Csg02-(l8+?)l(bv-@e;i=E05m##>M3;Ix`oik_P zH!ldkUiR68xBgfzTDS0T5#5@wmY-_XF!m2MJzR$QD#1k*-8N=)s*?AtMz&Yo@y+;f zXWqQgW0>;>+yffh;*pW#D%#l&l7hZy$0+x-R20(?<3s711lcvU-r)bTL&x}%)vrzSB- zTI~b6(KRiuVfE-&gxb{!j(@xk*xLkw8~JsFY(k*#*BnWB1XtSAM@yF!)`x?uFUZ(> z>tf$dxe{8Kgq zWHI_~EgK7!hcKZ1>%8=Vmd+U%um`!TFJ~Z@Dn3!cBL_Si^hm__?0|Kd2z>Un}1X zxzM#N><1CZX0yH7RQe9Dl*O+r59ydGY*D)h7A-N-^$N49c-iTCU+C`VPeQu54bRqU zsSk|wnO>u?so07y`e+wO6m^lP8Ts&MCq+>ZBO57ca`tze zruASF-#an-W91{(o}&Gdz*ZT_loyU5QeNjuq00|#-|+0|I>43xsRy48*$=7*^*6}b zrg_1c%}>sSk0u0q|e(5>8db%{$$-#$U~Tos`EZu;a!;O9>67@%e$WT{n14#Z%L( z2N7+UOHb&2@g|+82(EI&dsD?Lry2CXmAD$G8E<)i)s13Nu(6LCrE|6vw_pP_WX0>` z_5}(n#&_3uuWU>9ERu!Q@QP2Vm2E3t9M-+tvgWu1+N z|Gk%AzXt#PEjN9?EXDr+p4fj`l3jkhI{GE(l?C71gpj=jF0H&s=@s08H?QmKs;LAo zhq^qR%feu5x0D&vnaC`nzFG#Lf~EuF!?WOe^I6*TTR_wEGkH{@o#D8 z<)%7FLR`sH_n#Z!dvReo#8Va0m!EQ;gxUg5)17XJndNM2pzZk`0R&9mZN~Y|K=zK6 zXwss04m{-?Mx<_Cs$2JAYxN_Dk*(*X+gv$!2adS*`&|*18+hA;9PVOxf?EjqcSbrZ zAOk_(QBTK{$G+*lxn`qWVaTg2;?pZ8E)AWe1@-dO@Xqnc{nGez^RuXwE694xkC zw4GeO%AnX;w@f|tl@5GxZ<~tP7>4kjqQ*zmbYx>~le)u&GwGq1BHQ7+9#PeK`D`=k z*W;p&eX-V@^*h-`p<{e*n8GZ0F9AD!3F$lfHoe%rhb+~f9augt7ML1J5nS9F1%DqG z(eXZAVqv7WbKGUvp}HviHps1(=;Y=g`EC3tgLzz#J-2o@3b49wDhV*wWkD72R?mgr zm$UD4J*wdr{ESd^z2wOj_<|5WRa2vaPkA)M-;A6S;V~#F17Bnv`5gWn8$Q056@0Fx zn*T3`^HKIDBHpg+$^P>^^F1rDluv{qj+qK3b&AoDo#F34CbQ8Zil!UV$Amd4Y1CPS zi?dLyZhcL+xe4322vvv7F+zr)ycc5cKlp)GgKeBJW`I!apJ5BmS+Fj02actDv&F~V zc~~iMa7z!Q=V+!^g+0L`ZN5$k_2qBVR9Py7TMle1xVO6N!)RGL(?+T+>IQ4ezJ*A# zoV{@hENaS=xgIU3IZ3i`|3WGJa!C|}*cR-_|A8g3;TSx@9LGsyX#Z7EPwuXb7w(*Y zlq+L+4oI`nA10fms&X+>1Wf`gy@f<~rk4_I2nY~6;(lT2(#DS(|9Fd|8Jay;`8fq| z`UA}%!tgjF)L+5mw@UVe-g;{nKf1{`w-<5HWF3p}3BKfEbls{##KW{s>Z%Zmr;J;=UQ=R6Klv;2_iW=0zLI{@=WVFxPt)@LNWo^KNsVE5drK#CM@(@t>vE z%6t1kMW@%N?p%cd;W2WyM_>xe_-N5!8is9f=ZEAdU|emqs{>lkvHx88R3(pK5G}A1 z>-SL1%jWEl3#X>l2-WPseYW?C@TNbmbhhCKX~UiAZDvJMwmO2uH8CV2ZYN!&vep>B zn6TyKICb;48_-SC?cZXl*EpvQE7`HJCEGl$eT9v8vx=_CpTVP}d$N0GlkAiye>c)B zU8X$u*{@T*2SM=qq4@eLow`ResC-@upBR9fG`sCBaN`*I`NxN@5cnpsWONG`}r5^nE_oGxG zwxuZ`b8wk>Iwz6P{M=b)+tRk zUdEgia&}L~mWf;MZ0l6L@B%j69_J4}Nsh^Y!$wxmF~SO0;#pB7*g}W9B;hQj02hai zY6NbKrt61KFg)Bj?mSXJ{YKNuOv7` zHZ2vMi*|+~NF@Z&^)9Tjzg6VzOFOn8`^QZDhLRfk>Y-Dn#RIhgFKRav@W$gKh!sC} zZjIqn@yRa(tlWcaRBJWI(mwQLXT$gy_8DB7((Y~|^qkL`0&T0{1wg5uLu!7ccO1T-Fjv6cO7&mTE%Am-?(Hy{`B8? z+40uPzYE1X?Mj|G(VjV)a~(0T&wwc0{l6&+|5AV3Q19A0bY*?%IXZ~ma^32*NC;j3 z#uQiMKv)(=BF%9!tFn{IUZ(;VQj1GcS%qJ>&aQ?QxY0^#X6OZ~4@}tY807)*1I*(K zE1~2|yK^v|b`nQP5bI~gg9nOE*~}d}1G}gkp7#@fZLi(vd*H8QdGh9cc%WPR z9C!YMATV3@SZ6q0^)UD0l>+QdLtXBQL-Kr%=t*dz8~GZDJbHyGz^H4iU^^Y(4F?bu zFnPOFri5qRq-y(@9Nj(}Wdka4KnfAA<*b(CdmlzRu|p1Ze|afIg)h7~E$O>GV?JwJ z3#-$$-mlwCkz8Z|pId-bgLE7j`XU)TzIvmsTzz9qvX9Cwi>QKbmqLoQH?{XfeQO8pKZgd zs}1XNr{S$|Sdsh=9QDiqFaAQEyObhI4-MG*Crgr{z8_9#o*p~u`QobC*7MC{423;H z(^}rcq|bW**Ndn5AOR}iQT!Mi&fUxx@5YwXR;ku8)}wmdhIG2FaXYp=z^4jIskQSY z4^9t>dP8LGpy!-pB5I3s^85)0s!PFMHii3Sz^tBmhW?YC+CjsCD1WaecUY)LMi8EO zjK~T0eo{|vuSS&5?Kk1|hbBw*Cb`eV_+N79=A;x2=saGhg{JNiVvdT1vXn=`^6{cU z2|DO)b5W1Ln!281T=EbumCiIA%NjS}7E{NP5)F+`K$zB}<0rV=pU1WL$69ZdKB7Ch z&BRX1Em85h)hFlgp`hmW4^}`$K5ed)96Tt@*Q1P_!l!wwb$nlcJZ~k`MM0Pw>~OX# zGEKZEi%5^DgV#s*KAD^4(K?@0))Z>gnm$u^Cr%1Qc_s`dkj&T;>AaAE#~2kxm~|yz z+}i|@DD?s?V_z&u7)@tphhm@mvXq)4H62@-hdk~(pDu12{Z0&2kfNN?SSH3rmTRtw))AjQ2flMD1e1b!o z*mXW?gEXyfb!3vGgnQM+;pWiu{j(g$X{mrVoYA-V7+quZw#&in7`1N|=lvSY%ke;M z$Yhb1wyKL4|BvXrj}a4seW3oh*WINc2_iK_#wi$(e4&Rem|8Tipt*eRA2p61ll!{w z=C+Nu;ZjjYRQ%(FF?vZ>Ly_W}3NH%)I{UuQUX5WG6)DyohOpuU;!2^z0J zY4M98GZ;}%FgL=Pv$y<$#6jZPFT?7~XoZO_-rZ~2)NElm`Vxm$L)!GX6 zFdJR1(6yXDD)}Ae;PxqJ&SB_1IOSqo%Yl*xxJ4<8#?DXGXGc})m-5?*?!tBAZ$;sm zKT=x`(%p@yxOB`BGem*!{*UW4>rxE5XU6<^%Gv}3$OTP*U^`?pg)Og5j+cq&pEuN} zin=qq!N^YKL~J8-yTVOzo7;~oW7k*3`Ss=EQwQIgIkG*=(DRMpR%fLfGpH=mk_s;j zy4<0UAg)(Ul5V$WPh9Oh6NrHB*k8R53M+t67sy|Q&?|?Z2F#s(o!^)Kv?jbOh5z07 zC+q{bVk(C=oQRBZrF7mIORNrW+I&h+9w==(65P8t{`MH94OBffy~t$X)xApOcK%mn zjSucf)GUsj10@b5+4;U~PJR(~c1)SYZyuQFu~TN)7%*0CoJJaLj{s zV-`n2In~y@UQLOZU;ar{z_+8d{8(r@y|fPR9l(pH#I35h+p7uZIZw`m{hx+^^0QjD zq@9=b!+pCEZ~4}3qX2=_t9Tgfqq+VoBaRWJCawNzQGjBm><;0sO`R+nXwUDbua%Y989{yqk1yt9)d*L<;tw|2WtNFfE{;h;!`x{{P1(& zI5T=ejA%~)p5KteN){}JeF$m|HtTG>@jZ!bq(cQ~sZ2gD`Ch#}a98oby9Bn!W&WA? zQ#`57KF+4hKY%Co3TPcvzBfK}>O3Var`~~`!HHTX*oR<{`ndxxdk`JQWN(=+q%=Zv zCkI-HGW?BLzkBduWlb8CmHuc~r}upk3B@$sE*^8=v68POTWP%bwgM?2;3V&$_H}Lb z5t)4t?00-p)ZJMu`vDieHOeayPI1`6mbFF`+L<&k+b2TC0xlEj6w);#ixJ4OKPX0-1Vl;V;tL>Q?wy{%I> zT?ZmX+u#c6$zQ2Y*s9~k7vp^6O?Y-}HSyL4WeC5P(zHg?;=$5(#||e0Ji#U4IR+2& z_O_BA&NDs2q7eKaz}ZQ8|woqsHg_zA#?Y?QKzdTLojlTUiwZ96I;QMad# zvn0SJfE(D{Zbyme!{A$sgVIAI;q7oA3+t^XTCK2bq`()rSFUgX*lZcEyFB)fm-_x2 z4^DkD>dVs|)*UWhbi64)yz;A=A$LG-tFvpBdJD=y1+6}XlglM>^n!oHg$i13dYw9e zPuW9*xP9g%mcF(?BaS5is=fVXE>^kdX6n9B7f5rJ{83k{!5RN~A z7`Z6iAoGAj1x%&Qg913bM~ILl9UeNA*B};WNbr4_2a{e@`mFmX3K}-+Tm*r+~^VpLq;V z?`+4~y{bSmW;5x@b=u9kUV;{pU@9f;12`EtU7?SO6i;Xo01$0Oo@z9kenLcbCgRf4 zfx{u8FK=KSIxD^DrnZ+Qz?_-OQgoEO9~^h0>s1rDhX4^o?aLV%uRuBi2j2nQLkYs# zVwC*sX?UCDl@^612&mQp60|M)ZpB%P-HNK13s5rSr*}~D!hEq7Hx*8Ur!A-~aKYrY z0IuF|IF#Fw2M{;)k8N>Y&|%If!wGP0B*zgedxJ^&VdwiadU4p#eZ|L$MH3U-C@${w zPpg+m=6abeN4Ur$luq;0rC0_&w)IG}>kYg`1!g%FM|T%BK7>!&s<0%D&*Q8$l5-$Y z9<^*Te}CL2s+6agrMB&vCQaiA_f1LMWvEHqi6N|Yw#x=TpjbpmT+^elsxH*QZEblP zU@lo!6goIj<84Qg#i36`T+O>MzkY9BMJ*0(6>~nB38~r`V_~#P{KYvkI|sA&>$1kW zlHvq~tWOP2D8DLCLUZMnAM&dqtUr{1OjHTb=-vOV3;0c4^*7-DaY*$XQi9wPLDVQeB%{Z#S-;XX;Ly?x;IFW(FkB{B)*pd$H0`>;)HR8FhzjCC0^wd)SjYy`51! zlXoJI)*0b0z0Npt5#9T%HxM)3ATvqKDySBBp2{r6HbaId5>+;-@S*QTWTJR3*=~3+ zxaSEm!eb&qND;Wa2cIjodYeMwDpPq%ty}iwKHB|wy)9>oUJ81l(AWrd)xdJ{eB37Y zE~kx0mVWi{$Au3i1@40;k)j&j1SuL-eOyvCUXMk{7gzgD@i*3JE{A--AT43ev!JP- zhi&ceLSUq|sEk_Y(SQ~C@*}DST}9|HdETuYY2UNOW*r0Iw@rJ_Z0^`BELs(lY?>&) z@`9dtxzmF;i{ihd`V6~&-C(HN_Z}ZT;`t${dY7;fB}ot#&MN8Z*YqJcp;j3TWrF29 zk3@AOu7igfTURw?`^kpfGGt%!6B@FKW`FlsN(}b^&^2!sERKzs*MC%qX7a#Fh=2UH+#K^kH$2 zPM>oYvAuzF#Ke(Sa_?HMBjaiJ#I)IT+kjF^V0X^o!QEGMB7u(#vM@> z2Va8(>v4D_M@#0#(sl(JXrC_29!qdpKb9TTMH0?BP z+I*V;c3+RW$J|lcSvT>f_WIijbd63WNAyf&?-T`Dc4c74td7D-R=XhH0nU zG4<-pX1wZcowUcRKt({~&?nwh4R8eq>Pc9Cj1xKD_T0c)i}3YwiJye8jdtMU(%Fi2HxwmS zHU8LpleKm4zh`v)T_8)*7_RumA# zNsjGVfkZh1&zpV|Dv z{d6S zOHzkybS$IIY}y4_`}qvOU+cW$1R&i^aH9n7*J4E-CUcg$WH%v_lKcaBPxR{Nsz6-H#K9JOV0SH%3Lo-4zvraNVPQE~M zsP7=dtc+S{^$m9`n=xcKS9>4x^m*z|*?w_M5)ybsM@9{R=pz2P;&^Zwq24BYO5eNX zy>=JgaaR}rd>M3Tt|z!iS*4$ox*H9!sDhdt%9(S42gw+omY;ldBV2FGjbiOdfNK%xd*e-@M~;9-jbDs9U%{Z9ZW|%jm_#>yrGfel6!sp3L87jASy*=}Hy#_D=e9LNWD9>>l>*I; zAvrE;k}>9pFS^oXXHxA`t%$IwDW9PB99MU|!q&K+VA zcLyb=n|2O=PsrxjzJZd5QBdcD7pZ&3^TeqI2Q>=~WmX3U*Kc{!*h$5OV;#RYZN56s zXdD0f3~rebx2aO|Z3#nAl^@OJpnqqE^Qs!RB9%wb!rg>~u$XO8Y?3xk3i zcH@D)!B7*PeP$AkoERVx6^oF;29O+%mHAT^(Pa7`Q=JW=?ryA!_UIY0_vs7We!*wE zN)mY_@p_@-nCZPbf=p>N@EJ4k1marL5z~&`=CqXAwfd>Zw#7A|l}6X~(f1rA2Lzt~ zdIx^rtc<2%wu2^@s9~U1WP+#KN3aQEP8!tWN;zhy8TLYPwy6g>3Ti9-SDiIJA`DEJ9$MCE#?AuKb={a{n|J=l#`K|_6=k83 zEiN|Pklf`qZ-k$_yAuf^*9-w|!Qrp1o#NeV)D8QDzPp$etcWqY=={%MKPTnM`oHQM zCrVIXRi0qhvAVozoS||%!1lk&Z3hpXx=MMoNgmJ5fTCV1xi%d65nH^vKXFeOM7XiaHWVounX<>} zH>p@3XbEOOj^RB(UKa3fPt;}S><7M^d3y~YKr2#8GNn>$6}%@np)faCe2_!;+wkTB z-2#uAuKJFk0yEuK5rKB|UjR%1s*1S>SN9Z|`z8x(eO#YU_L72;NhH%6i@g{HcHRJD zsbkxiXqNBR@hUCNeMhwdof!A`qj!-6*;(N@KcfbYEiwnqT=i!sh_`kr0<2{ z{)XDkOw;M(?2QJ43c})Yt38B%Yj8h6z0UAH15t%;^-nQmMo{Uv)vv?>fa5&MIHAG zR<@I!L=yM!suEkYp%oCgN%_-SvzDQw{cHww)_&@Go*BZwwd#D&v<p+{UlnU>C-JaReU@;B!{WO*SjcxVoo!iX7&23LsmucUBmF$@#9QdE=2>AJH z&E&r^%f5T{%fx@<<)0KJe@{2RN)HPY4222zFv<%MZ>2wr{wsaR{};#4TGy@_(TreP zMBj9*uC;f-XJ1c&Cl+p4GTe0at%i-HDas#>(Pcn8s4b2JKk$14oZGTl{Po$j;vAxZ zmkxJ73E-D*_#We~;MIYs>=;Xu);Xpnvl_OsqvQfk*_)~qe34t7(_i}G$=ykS0p$$D zGKk|oSmLaOzfG%>7VK4>I!h2Z?`-bmHtXVGW)+l4#@)PjzOyw-ri0iyD=yqWe3*L~ z3DkP(1)eNP{@at>z;knG#%;Si*=Fi~o#u#@B0MI3>o8-pb^a%YU6PYd-N+!e67H@V z5a{+c-rA;4c!ta04=|MMUk4k38zXu8R}Tt1lmHLB-g3gT)=1maijXn4p<3;m<0x5l zx0&T`zRUCqAlUj3>o#w_iewzTK{5wl8^&X}w;3lMOD{i}`_#9t5?tE0$@zUd-e>qL z4k(XP=iRr*={{bIZ0GMgfG_e`uWBQ}7H9#9Krk8OypV&6Bkux~88!5uK%jg2IWjKX z>@as1BLrw|TH||DLx#h%5&?wtFKWAb_@)EBt^ReLHL#M^m`4-p2tNd?sO;}It3UD- z8D~Zg_-sC^t)r&K_K$6e#=`?ur@mw}J9NDEF8TVm0||s72eBD)Tp!Rn@`?O1i7f)Z zuhHMXSqCx&(Jk1=Hg*L@fh?^6Nivr6A|1mHpeA~UAe;u57F8Zs?#Nsfdk@4~lg%cZfZTQ5flq70#!2_$eXcJP;fM@qv4-_i^fIv| z4rZ^EDFjvtIG;PPTHN$I0A?+jjTroah7p*o_bPn`*%cq?Tf7x~R)*IWyET-2kGLdM zhxnK;g>ffyc0?w4{QR*tfCghtxI~BsoN?-zbE`liMzZE9n*Ly^3*m3Wdmi5y>kPa7 zgpO)_$|zZ~BSgL3c#hjbQI3e@@Xc?zN1CjGhp^wub3@cv9Z-IDT|gXyCHfpBWQC%3kKU z8Z(Fy*C0^-G64G!WRHwB&tL|)cmoY-I$W_!?3-pZqg{lWU-^)Q-}B`RF?P0h2X%BK zq{BaaZ4>aKWyO2HRpnTBe4CE|S85k2E@O^)bu8BR1+04nIm*K(mb>zgPuhY4p;;g4 zu@PxZ^BUD^G|C- zj3;n|gxLpMR+tihIAOV(X2dNTLK6U&0X99G&h?>7Z!x}6QG2zjdjx9bxLTJUG9ta? zZY+0Vs!8EYUv864SWoHAOu_22cq*G*Ye%@r&9A}F75fb6>Ibvq)sHF{crF*;f6kl! zxn>QJYxfp^WE?ygY-0|7#^sVXGvMuKE^ydR-Be=5avZF^ej$dzBrT?L`kfc#EPMGm z3Ud8P&8Hcdd&SBI>lnw>5lJd~th(%um^U9*hFEjQPk6dBEh{{)P`RtuNhs|d4Q3;L z#DR*GMakZ)1}JvIt#8{ZY@+Y#)@fcjYshAvtD)4t=#|sQ5;20*JUv*zH)L1mMuT>R z3^OlQbTq4{U!-UY(Iksstq>||%VWYla-O|a7!i2no8T(28$n$V8h6_Mh0QIPjT&(w zjs}*%<8E{cl!g}X(6HAU=4Gx65*V>dS+sNbqg(k*GDp+^gz9Yy>Y|INeZ(q zU9d(d1tKiYB(l!<3J;m-iai@mS%Bpgg>v-fcg0^jfbUJA$I=6Tu73}veP47hQx$P! zT=`i*jKh^~cQZ1QiS@N*V~|*kc6i3hlkY_!+U2;4ZWLb#RoVlED}-7xnpcos4;{vk84Qn zCYrA0E+(KZcnlw^HhOU^h7CRN$v~!)Qu|f2nPwn&rHOl7IIp`?5VvuQ2?&JU!h~oC zx(1uTMc{kWRL8xNX+P`45ek4RZ}iMbRuS|Wf%{u#!Kj@als?o5<;6U>9ya1G^!3_F zj(=esJzmfk#jS#{rRsq1r;zyk#_(6;P7h?Nv7wDg6|!b1$;U5&b^J@baP8gqrEL;r zR;hvKWV3qpHC`Jtc_z?m4Mc^0BpYn!-)mWzDLDt3a`AUH#4sjC3vhvf`Y@A)qID^xr}G-_+H= z@yAY{wcvj%+YkM=vBvu@M)sfn>VHF+{RegTpY$64|I=$0K(#aVznN2-tQA7|bxaGs z#)47Smd0&QMzKgk-_xD$L3#YaJciEERr~<9+OU};Wq$2x8Lv= z&rbklbv!SVXzKNu3kGLrW1^l{=@zJuYUQD{9I-E#e_*urB@p13J7b5oJLwF6=?3!q zWCuymNc;&{CGW7z>R+7OZA9AzTSo`77xJvl@|)QyJf>aj!Pu;uaAZi}7(6kg>W^&o)gg=A z{T+tOAFE|MnH{f0f2lJFghZ{qwAYpOSDn&TgK@qYK76PLzYsM)S9Jhy&0Rpc1YTH? zqwr@qSp%#?2WHcWZyMz4jVGsC{U65xzbF*oLJQ<3}=5kB|M5hi-R% z7#xproT>&|1dAUhrQ0SPL{#! z0NrMqQyap|ZO>GloN@G1H}9?bDBJQNNE*eR9v||(QjY_g#qq#cRKKcJ{e6h6KWD&r z^_m?Fr2ovH;C}5V1{N$aV?gVmTitRfCp=dY&j1i8u&6smCZ4@QSlnc902OrV%j^y| zG4&k%IlBFcoqTKZ)4NW7h*}i@gQU5aG z5c~FR?wBXuy78KD!e9Wa&21yrkmj6X`M-4Z#{Q9dKWRJFWtW<~+wol-Ce0GkwT&(7 zC3$Ld7viXzyo`Q}&!?Qb@Bq+QEb1~b=JF-J>N(ec0IvTP=lI9>66nj-*PvwKGbk(( z-UG?ji^QF=ekS^=Q}^v z0@~GVp|#ldF0>-?V~G@u?8)nY$J2!RgM?@1XW5PKrf%>myf}jN&(?U+=?}k6B>b5{ zbLj@tu$V-3(=*XQ9#TjMhhLs4tfj#tF((l{H}ZFO4g<>eO4oG;lN{?yIs5uk7qs5G z{`&Cy{SaD8&?$DkqDmE_UVnd6r%)P8K~7$7!mlpoA&ubB z{AkRr3s<^F__G?{Ds^gB7Ujq=6EbIBZwDG1nyj)+0`#IDpSs&-q(b;GU_0VRBe4MV z&Qmu|!F_0URjyCE1`r9Kw=>vf5556))-BZYvXY#PxD-8A|C*(j(ev#ME;4es>DE;f zeq?CG?Z(+KQkd0$Uqhvn~+xyTMB85+cycvgS37 zNB@-Sjv$Vb3SyV~_KHLxK;0%$Ufvv54DsY;Ri@83CE72*soYpwn-S zMq+{hq~I>#%v;Ir`H~I^Be4?IU=_T2iCg#F7i07p_i~X?OM8| zaZuS)K$0}oeOU42rs9h4(Kc7kdJA2F68*ZXf15>J*+rl&zuxH68Ph=hvk^0K%8Os< zl@pQ)m}y(nybN90=Q4X8wY~jlT1v3bB$OL&rS>FHgE@ucyRbhIUvAh8+c--aUs5lc z@Tonbp4t4!v($2;&`no ztihI6sn(c(LU_PU4?a2L+4|h^*=2gKb*z7(e*$MgDLyqj)UGkroJ`~%<-WP?Qz74K zN33#)w3qTuRZdQ))lqH-X1|ywA2SsMuA{BON%|@O42eg}0pmk{Z3xzR*^Qw1e_gX= zuX$&;*ZEO4Lw>naZ}<2gf4ACp@57G#eVpRE|IW+!KY!KyZcKAu@*iHnlbnZN`rWgP z`TBHMQb*XQmwsW)LW{7$%Bu^rfk-apUF+)S$6>%Ts|~Z98b5q+GWUD)1MuVvE2R{> zaT+Vui1pL|`0TH?_N)N|`b%xE!8qx2E6(;9`_%}R>^-M_6CDjafxCT@lekiz=IsKv8t>pu zDIUL1TAPOH@j(yWs3|X>R!?Nc$2$Lyj{*F+wSN<6lkP6og=9B4W*liG$masX*R_@T zh4E`sIio6pg%jZQzO<(6$HjCTy}V0JyNp^s76Ff94`1)l;1>!-BD9TM;4)g~m@xu8 zXnI`2KO-G0+W)sVde!{9rgTG-7Roh=?swE{+_pm@X6ezRozXKTNlkmT?HbPh^5

evZcbmz2kRd2H%3^mc|9lLVOr7O}uTay|y;utW4c1=3`O(d}B>}`&J6Ev5_lZ z?XrogD2mEoUP}N}bCd{(^&6*ErQI-K9#IZ_0u5=0=H^Eq?Ap|}b)vAQnK>FgjwznQ zLkuHe@>%!sGh^O{{Q2eua5Og{r%~N9>I}c|ao6NG$}@u8D#_ni4SdNGwEn!Z=JQ_4 z*VMWEPxbVzHcPL=TPWxUiz{*+CWa<*@Lt7 za4ncKWgLCTkek%mewbT_EY&G+qj^zs$Ky9)+$j1SDpVB5VCz0`G6R-MxMG=-qof4D zVB(L}bj3r5u#6h(lh-Ja>XoiAb#)7kYJVa~#~J zI7>rW1O9bo%e+09hWS{==QW23{Q$z%bFJn(GK?9U0S%i0FC%@)1G(v&H^{rHav+k5 zwh8>u_IRD(jT9?v;@B?BJFHoQ$Ro7?VI}{ssWPoKw`wduXqQoiMtCT)?;fHCr zRzZ^U@9oeXEXn)N zQQSb+>%&tq&btO|Ng2A$et;*ey970BKRtJj@h!&$k5u?SA0uW@%wO^=m>ikD&>9%; z=J|MTAZ(@kDuM2faNUDXQ4j;ek~cK7L%DMWIw)u1x@Po@^3t=N29`kWvB&@J*wPxX zULP*WY&*{V0MKcHIc(s6H_6DoVE-46Q22~zy&~Qu%b&Vmw^)o;kXG$*cE!Y_A z+@a;B2Dh#h*4r*evr>5T%_l{8>j9h2x>m~@$7F-|aTXZ^GEIrfs=2Usgk|GF)5j(f)qN*q0t(rJNvJe&J}vMeW+^% zN>MVLLWm5FsbDVVXdW`)7L^vK_bfd*UKEafJ|E0DShHFN=QyvG!gYWD1K3H;*{qWP zli_R#Gw_Ue>)NyDwKF3Q*s`lHqY+ujv+_r4G>ue~_06k(y&4P4sXICk3ZRfzK@iJ2 z&=_uYAKuf@6H{_?lJF!n*Vqo!mD}!hP%3Cy`IH+?TyCgkpEfDu%#=^Cfyp^oF;4MG zD8OTuBZHAJwY$(x-^;-TDBEEm;UD{xq^H&&7e4*Y%+W0@vj70VUKQMHic(n=thwm- zgGcubl{1PwtNaxZm{7+SZXM>*CH@YzfdKpsmF1O*&RAudDc{ohR>;0An+{( z0$<5bZUs>(#(Lv{nPh@0>anhz-ELDU1r>87Q>n$aIx+{6)suKBYDw z&Df0_NK{NQo&I$zWUyDrJLq6m*Km>I{~IW=$h~Z;>9z74)^Vxw)yf<@V7IZU;UZcP-0%fpx?}CZu^+an7I`3lj1Vp8bj{ngQA>`Mx!23tA!{ z5eAd=*mdO(T_A%fAmKJVJ|H2#gjup@!b$vJjN2DS`j3+RN)wMQ3tPE)L#U&R!Zj9d zhCeo5!CC(F%$X%wdB_$d`(Z}U64rVi&0q|qh_!`YL1PU>C^Ma2k%Q~yml%fX>tz7N zG*-J%OqA?x9smwzfMrX7J^2_I$rjJ`2wH1?QbCjl7s<*}_+DKHgvvGGKYbJ}qNp0- zwZ=yJ-a8_hjSEN%U&heavNN3yTC!Wo6B25HB} ze&L?W|ZOpB5OHIuUn-)z?t;_{C zGH?Yo_Z4m0tjQ%UHCHN2GX)aG9ho+bT+m1mQOqn+QOOWc5c&U{`*_~m)BWQA9M98n z_(oGMuImE6%XxlIJf{E3j4VFnCitoxdH*e5$xkv=pqFv>kT!DHp!*vvBcn%l*it}+uX}6MDOq5_3l))3m8=98Oh&| z`NC2NMm=b4$Z^6U8M1sXu9M$<{hV2_eVl$mPF;b`dDzU&pJTIS4;F0hMH%@~4a_DR z=mHcdPf5n(D(0D{^zMv(bBtcOSp6yC2?2AW5AXmdP7D{!nu|{(M?!4)DW*?3`F%*3 zr_wiJi<-e;6kbsFOngPCr4Ap}315Nt4|Xm|1r4e`WeY34t=e=xK)id)s0R~WO#6vK z*Ix&g8?`2B6E7wqb9Po2BCV?|Ci8O~;s>w4%@a(v!}-@2ih}oz!G|v{8k(L;Rvrue zuzEPcmtO@G6Kzk9GpaeKh`s1$7>mO47PQRC+378y&0V(1z%+zeMULX9 zb8Yg7fkfZJy%=P#w3ZhIjgNItY;;w`!e7{QT9ygUB*g=1^k;IinKvTS2S^d^J9ARl zT|s@N)4L6PmvCfW9K(+zoL%nzE8@$$+z2Ki@cYC=kigcW6w&;0s~Thkz1$5;(~xzV zcZ@?;7joL(JNor3A?N1i=51wsTN`Fmhd^KS)-Y}0-m)|;VX`Q=^|icJk4n^=ZMdgT z-&%mm=kv-ZIor#gFtk82`HzZiWvn0$!q4EmNWZJ_2@AFT>#gmJ#zwOQseq9}SgW(r z`S{h;X(w2;y=u}IC6=F`-+aoLgzb|?PasSD7&Lxi`qNMEG;(4+eWTu%%-hCJofW}k z0$BNMhV9BDWF#Z~krYoVcIzd=+p4O%Mw2*Y>3mb( zpv6CT_3bQB>dTBoqY0Q`$>%$Us{Pz-h&Tikx9`jwMRP1pdHU+I`Dps`_pdlCb}nn~ zT!mfBjV*iRr|LK7OtVvX(h>>T^M_9Y=niBVi$Y=RQ>VgY!bFa3+A+KU9R3hIM}WAq z$1sg1RZIK?lyy;EDx!jPA_p&$BAp8KqR?pcWC!o-|2$fCBm);W9V^b7%hj-Ny?OKI zdUD$8%5wRfdyNNay5oi{oZX(ZVYRfg)6V?Tn_K3MZq@gFnj*?tct319c#Uhl)oLTc zc)BrSbY_^v@;k6IdT?+MS64Ui_EKGw6wuA^B9v?Kk?C+!$7R_oQA(3-4Y-N;Y4yR> zRoHSVS&;VM75_IzbP~CHa@k6$K>7dasD_>v`p>LA2594S6n?%IG1*h}ch`Usf2{Hi z51+fjj-2SsDxa&YtZa(2z9ESm>loGAz6o@0Hc9E}WRQp0)h34C=vob0meGH3epVts z1xNAVTsroinh>bIwC_b3wtu@S5i`j1#U&-9j1Hk`VQDlLx}O4KP%4oyz7LzJ7kAEOG6l6Ckg7OOCYny9^ui&)#=w>@V2- zvK3=&jMo90#Ma>Qq)yO>rAKRNX+^ez)Ej(oTXXYLIJ$t!i8*!Z6t1d@<2*)tf2r;P z=yD>t;9lw#E9=U}EUOY86N!UFB9Vk;pxEupe#@x;KC|n-i9q+(PF+fcB!KXjwtKD+ zrb_%!K*Z-aw{g#(zXvaO2Ae$(I?w6dhW@i@64qGq>T_zImeUA$A^hDL?fK&R`AS?*uwBy33lpwWnZvJ_B3FAf>hr27IGj|(AbU=X|w3-A#t=bv;n8Tc76 z8!k5?zOLsfjHu2IGH#&7MZn?^>0KX1k_P?Ab~5>MCt81jo1*|!wz;)0%0YQeiq~#P zBbCqJ`&%UQ;BG-l!0)8;h0@h1GCS4Vn5*-2>w0M>w&)OL-ttp;LWl7ebtY$+q;^-& zn|~E?yS)+ZY-f`i#s7tZQx-o&P&u8ag~yM>SUW$Eh4J1`8=ZaJ*yM{M61uA!V)DKr zyVR>PaOuX$B82@(!Kz#-eN%VW`$hc3=x7b5P9HmW(wd`xXU_$Qp#*h$5bzY|Xp2X0 zLUftsnFZsj0LxUA`vT#*$W5F&)_Q?p((Rv%Is@?LIq@zFsGK|V`DpFyBB#dv1A0)m z7blE4i^|#izydnag?0U;KdYuhzU35fCFwZEhrV^8v_`X$snF3K1nRrH^i`UZnIpil zN)7OS` zrYo|~c@whHz|ZYPPKT%a#T>+qxM2&9c19dIj-sBov2;E-OUn%~!0#Frbfn0BrL6Ak z@0cg318)(K|K_7BZwesRm|LekW*J6v#fS=opB+pbxkW9vR=)x*8`uTXNgk)(L#S*# z1$d&XU)hgdUR#rHi?VKqq~ssze8_e4##M0xjk{Xt%`I#%`)MQb$gAbQ$b+Gh=)*OE zq2*C{Y~54SO6=A!41BPq!AP!!ROM}4Q+~!^Aju6AhgIoGq9ooYT*P1|~v} zbHyLnC$!ogdv`q-^{zZcP?g|)6MvH8j^;9=Ar_UKe$;&nr0=EP9GLDD8F+WYQ|AXu zbR5iZ$Ge;vW;4o00cT<+-?oRlxw_za2jB*&pZ`qHMZI}MzNa@sGrgu0By}VJJIJ`yb3?c?c&&q;bBHAQ$v`jOab_QNEz1Ph&g`#ergu&Ezo3^n#j64x z_suYpf7$mmyI>D)?7L*5L zbx;z?l~-_u+F8OER)BX#^O|V?xR(Q+6a0BSA(gp@o+8UH-kLYsZ*jr6#x@h`*Se7U zdWIa6gpRs5kU=W`!0-k~_OK}cNFTTZxr40;K?XgQUvwQu!?-;b2wH!hli+QiNmpDd zN*k2IId5L5b~ClulD!Ml50)P;pg#4#XngH30jYHcd*F!MbV2+?%iyRaHo|=yy@h(~ z0gkf!PjN$DDtr)dz|6-3DPm*Gw6bjjW>u}H@%Nq%dQ}Y<4j9*IRnPU`JzIs~Zf9G1 zY@>1846qZ7I`!}j5O`4zSY0FwEnw(*FktQ@42~<6`C@S7^xqmi2yIsFNOxFm`WYcJ zfA9~=QF3<1-Kow4Pfi572K>( zms(J8EoU*y<^JO52(V}1%`*fH*%<3$ zghg)iVozAO%;3Qj?u2WC%QqC&Y*M-f-s+F&`~9`InZ8Ic!>2L8@+u*|#sA(w=kVvs z1^|9@BK96koe9kv)YD2UyWIO{$Y^?BVn^F=&oOmfA&k!Jv1eiet`*chaP8u0TuV;1 z4d>%1hKFElVAnLZH=i_d1=1}|eO&>pr4!o7IowdN%?TRA;MR02b@ghz^w~4qHCsA9 zFcf3d*M=HR%JZ{!#02_#RZ5+bsv%=@#^sSvs!01Lu?)cJ!iPVJ*xW<#Y(`)$#qUA| zr$1OZ1H4ffO|ncoFARF8lTbWs3dE~A?r4N^%wI{8H_iYn3kc>0A=8v;BFY59U)ryq z;W-ccjcF=4liGi49VmqzPX2yDEUi|Ho7#sltt|2TxF0$$I&)KTY$jFzDZE?GN?_#! zphzZf#}aZ1X7e`tsVPThDkTIqgeRwUhUfW>n)wl0&hfmyv;F!Mj(E=H zI79{3nYEe>EPZ=wCM?a`R{zbDHVq%*rX1h#de|QdZ{1o=UMykJ95^FB)D7!F#}r^t z2EVMFzOoPj3b}b^Fec8^Kk2EJa0ouy|LBC@xpTR9PVQeTV#}i6ADq9b6mhx4EIgXe zp^Dm9|BzF?Y%5!)jx9=M;;v(T7JKBmmw<-nWc$71)il2g>39f-w5s=y+UrUJD36lV zip(R+mCPeXt_W4kP!Cd87P>~qGg4$5n~}Jd&bJdn@=o_9&+zjHCv@f`)uG=EExpqZ za!BG*k+}Z9|Kx8#d%{^+p{@YSe)7R}h7$@$Kl4r<*%!AqelIy1^|%|cx)NOOE3KRK>{7TQd z5&W2w&Mjr%Zf&&$5riUKJIJW{uYXHjU({wd{3RQCeCm!h3!I%JBHfio6r5iho6eaX z1LJ-2zrU2mq>;x4KYo0dW@>6$uJ-*2EtD}lEN+A#L7;f~oVg^oCnfGjn-L|@r`cYq ztked^GoO-{v89Cx8opu&~=_vRbctm)X{5&SnfW6&|A_+aYOq+;@N+O-Af|L(qQub?Huq(&qX^!3`V z<+ID`XPunxu-X!MS8O@p9u%NlF%YS}#|CbGhqj+Y%ae~oE@id^9$X!_TBA?+CQhY#lyzU0~`6S`DWP{%O2RL&@9 zDCa3IHiD1lqq6&Mpzs43lWW&ZVX9sgy?Bl)9I#iLb98k4;p6=$D5#tqQ&v_s4|XL& z1n8KPX;N3Kxg%7ev-#+eht#B*>Z*~(a29(AhsP(xO!g$vq@3OoPFPqNdx+f{SK~uK zP_95~zCCcUl`fK7WIw!cJTvfA66X0BSvz-jHWhBAEZ?@n)q25MWXo&k`$k1AD6yOh z4dPrO%U{M;GE*Tu(07En3Kw$HN0z0L{;4ZzWXVt$WRkMhk2I}tZNM*IPXY4`_K<nDiVQNdZRN!2<-NS!z-4HBhg%+i0KbcBT8nZ<69z=GS~h@+xSf- zU(nqFnf~P@M1LYs9;@2a5uOfu{Wc%#naD+Dr+%mRwd478T9cu%I*o z`0(}3jXw2g0=4hVxPQE2Qe9*NqL7qWj;Jqbaxx=F*CV?2OxHc(C;Q7~!qch~8W9*Q z`hC5$rJx>xQTW)Q4ShGAqhl3gM2Q!AI+SrxvRadw;gr8T1&m zO-)IS85;rB_(^;VBI~6p#qPSLR?V+ForK?wZ1YiZj@(u-Xr+Z^tj4|Fn1_y>^vg57 zDWBY!vCI7(#3O0+e%Rq`4GpOAm=^T?GZ|J9c(iC{j}Cq`fWAs3vqVWOh78r=DYU3> zK0#>x%a{`Xq((EPJ%P{xW9sHXpG&>Xy03viC#20Z5baw%o{gglpWG6bG{uFbhuju_ z$a7yxaEx~mY!NGt4vS#EbsmK1^jyT&Kel!bgxDxnQSA(w3F#wVmAW*@4K8=5= zM3a?20O1ThXna~i8z!snn!B&(^NqL9D=yjDkt&4Efb||~9 z9d2TRvsc#!_w}HV@h6=p1SfZ1hVirt}ioO()&P)4RV)NTix+b8|GtGDhpdiI4bi~IWJw45f13N=RJM_kKT z<@3lzq>3Vss5@&9Zb!3+oLyAzT32iV5#TbbBnc)t9j8(T2R0O8!KP6+P020!Fw#mIAyB23k4s z2PJ@4=QX!-|5o3|iO!bBzy|q*AmDsBJp6813-1*FJ~8|?HFc4e*J9`A;~n0UJGt{? z@3FI8VIa@I)h}fUn>RXKfz;a3er?Ky{$#W099)UaZ9l>U^ff=pu-Cx;TC~goX{i zkdZ%Qg2B%n^&^<<^KdW&l>H~K(q3DXacnUCQDe5wAC~_x-3@6ulT*oEd}G#|i}fFW7QU83Xb# zznZwjnL8XO;k!&&Qlkvb2_;bHG-N{Cr6n2b9)02B$B+{2>Y*TOC7%zEM7pTjQR?l+ z(;m&*HZ}x%VO^)s>uUh=*AbTwutrVRkI=HrTLrzH4{^V*5rAf|4@FQebqY%NE&5Y? zLrHcDYj&4&Z(AY822a9^V}{Mrh3yhekb$NYgjMj8a-Z!lBl}SArqicME`=Ub#j+gv z?0cy5C-GmCwi-G%>Q_%#dp^NLwJ!XsbpcoQ#U#qlp3q@<8C5MRLVP^Hp_{zbMaHh= z9ho!??<`G9%guJ0$xLgeO)2~Y;#jy=n@`9cE*!d)iQTgk%7+9Brs?&M%AnzR8rb=) z-B%Tv#2Rd983zQb3QEs`I4zctE9Sntg!WkaBYLiIwK}32QE`0usEsm1EcoL=IpY{7 z3H18-EsS&TSH%7S6=hAGiy~Jku@0kZUuE<&k=|2FT)^XPP7&mS*awOPzTu8TJ}@k@ zqkD;c>P%a#&oN$a8OgH4``?3RwUCGKY{v;jtZ9|x^?K>*n=EIxv9QRdmHPM*6&PA9 z=p^Xk)Z4spn^kQJ#I61$L4IOY!Ki$z-mPhqhObf$trG7^zd~j}53M%IA)pL|){MoQ zJDE|MVfZRyPD5v8O=j?kd%BC#Mq#Mc&ga72?J5p_d@;!g0;%?5%Fcp(?(70TE_q4SRw4d`UV)bijOoHOr`eu++iCAAHy?h(S%^RCi zKyGM-RU1_$S>w1B?!W8nWLziBy}4T0U?4@jSIL9cTD;p~lMYq0=x2N_rE%8-HP@ll zGZe|2*9x|?LA}LaC#e`-+RB7l8^b@PH_+Jf%FN76bkk^jNr_ELqvWMR8j$yZaQb+d zWSGJJUcWkFyZYMn$jaB>mq5Wc(w@X0k&4E6%iWf3@pI9IzR|ZO-wVmJNzy{{N}#9v zQ`len7u?(?aP8k6U4>5#(G>KI8zwqMxDuFa42I|_JQ4#W$y3+L-duAtvsNm4J|=S6 z;>T5W3Ge~%OhB=m&|N57#_v42f15dK=uGaCb*}^K+3Cd3 zYd^rqRycC0khR)vO-JU_p17dIG)!CAk}#2F-a0uMwDzdr6iixLS=r!q4;_k5U?)}8 zJbSjcpVR)&UDYQU4#nmXI$^Nuf5#7)a?pA}m8I{~*qpEH*}6;DqZ#YdRBStIG5zG; z$jo5P=ujP8ZiNk2W=~Q+{UP@SKNuSy-wN8+x8bZt=d^$E#}(3tM!`a;kE1j-78=*b z6Sdi{j4RBy^ZWQ;m?(PqXzL*9`+ME*ughmCUda{+i$neQE%H-%r~+kViHE<3QHhpaml==ukS2GQ0>|h$EB}r z$2#VyQS&4#o&V|(*R8vfaAJ+wn;t(B)zt#79T0f=TB|0kJtVlu5j-{t*VM%L8g1cu z?%enxUERNxZ1)ek{k*90u<1Nl)TFKQF>SnbnIr;i-WIHOLQ`;1o@D=)OjuRjmZcM-ql~P zDDV`ZsD5VNLYS&cGhGXKxq4wE48HE7W!&VViA%P?G5$BM4P*G?F(H(0m@0tTHQ(SdkxC`A0%xX zA;(D(z_tBS;C~1pjlBu!W2xB)&#YD$AfAb=9gln4ANnbZ^3#SD-Gb_N|1p$5 zEH$v#4w#^c5yG$hynL|)*hwB_Xr@>gy{cE?hZmqb_j1T!{#0to_inFo~p7EX|aL6JwFVwE&6~psxcPN^V3XWVf9l__Ss?nOT2S zhX&X#K8Ygx^9EOiuLXtxE&H0)8srdvO5jZ?{t556`|!<0X1j1aZas;yA*fL3{2}<^CUFP?b*kH;14}%2P1b?n`zO6b4ewAe9 znAsXK|D4awEAx38cq#QHt5hjo|07i&2)dRw>+AdtaBI=>RCUVp&c0qC-5K zb{^!|)}#+aFI_s%8-M#1=u4jPyL>8=#f~6@cBT@%i1(8*t$1;Rs3&kbVStHS&EDC3|JS- z3F0j{4bBhFef-R9oIFbRJ@A>vRiXxK)_gaS&AGhwSZ0 zG1s@ehvlJ5Y2S$!%!{*CL4_gE^xg-B&};Owo=c%wVbE! z``T&AX6?vuh>si9%`+XeQD^4J&y-FQ-tVUP5}Y2J9wf~N??n0;ehlszt&Oo!rypVx zPUa)rK!gsedrIPLHuKHNfwZUa!YmyCvXka0yE9?0y(MV^iNl&GzQlqMxl|4 zC5nSa&f}%C)P{N2oDi8MP@Rd^@^yVg$P6R9y%CvO!Y8r*mKu-wc^fv4x>xPi0!Rnr z;L&vCTv(P7X7t{maX{7>+%Eo1ZozF;_|{8yU$9-*1nWr!^h6DA!zay5;vHdaAFP)6 zRB%wATfi>uQW0@U2@7%f7&W~L8^)zL-OY12DGQP}!`QWn| zMSJJ8Wmo%y1QM9;xaOmugP7vRz}SV!k`tleoe+s>&-WUMDun)UQ2TUdKI zrL00BPR=jbJ{G>VI=zT>SLmK8;Tqct?!fUQEE zOp6nMz$(MK&JtH)761tt``NFZ5|4_3E2+sMWlD!Hej*&1mg-p4m%`W^quqV|R-@Ki zNSQ`~BGU8*dK7m(+nri7KrFGFNIDmHj5V3>pi<*{062GV-Gx*Pmk+>0H^)2DO9s+_ z`oEjfe>VaBOs9&^wm4TtEm#5|=XW8t=GM=+uJqDQZxd$zfaOXe9+#rJZ@^-zCIj&E z#+8@bEzxN~SX=2q99N;@m8D#Lx$Y4;L3{Zu!+3@AGn(GOYGxqMpU_nDysTiaG|>xS zg}uX(4~wr_HjdnVNdIm%M#>LJRyVg)84vIJ@TKgH9Mbjhhh7;Wl#OQ)^np zv1jmqA)PBsYZwO$)4A!MO-4@y+_%lye1qrxrWJnGz^?YS$urB0QA~C=nsg>d3>tl| znjyinOR^T|OGAIr6L?(Ovd}`y(y)zaPaQ1w@$z>GD*|Z<;s$kW*%$qdNCMx*YkHh;1{@ts;fF_}QYxw(+5-Y7IJkLpn#fciD9Qmb1 zX~)s&Z4}Ea3lfA9J1=eoL|EI1R1aaOIsG8_#BlV^v^}paQqI7_d%D%`eZ2?_rF2EC2lE?R{J)ozG%;x6?TUvrj6GFJpwOSI~}q%Vj#Z<2V!)>EYK z4LBvV)B3qq1=81+)qa-XQ#F;OZ${4mkVhMl7TkvS{Sewtdc|n+km=+@n~f7hU8H{j zS{M{J5{Z`64zAUeMvIP9TvR155S#~8L~PlIkewP1{Ik~i z|CzB;C~8BM14{~JEq~&A@ehiv|4Zx1-yV}I=1p4e9Pz!kpft_aW$VdoCiz>Z&=HYk z8qEGqkgE+)x&&7rGdwnZ+484R=I1@tXpITl|H9SZvFHGM|R&l401a0NY<44+n{rd8WXyj!pVm$|yI z3J=79SS}6bo)XpjwIcw7m+-`oF#d8oMU`7~Z}xLE2?i4Em(TF;<@Ii^(zLqE54z_l zd=Fu{C6D&$+8ltoy43HH*g3_AEyz>!USCzDyq6~9+Ki(pb{kD4=;&L)DRI%yW@C;(JK)<-4~67Io>U zHuJ;vlQ^p?#tN=HDi8f)F^+QFMN*g*8vdGW`#FLd?|h842zY~9R@#m3#@!3n^aa0j~m{6|bhv6u{^2>V45I zKp}v`Snjj8g3?c;d02qcO?FEsA;!YL`QMB6ulluYcw<`_`KHPKvOHptR&*ASKC5Fo z#>!DSh?qk@nr(PbR;!h$=Q~Q4!iOjSb~ArEj8c4c*bEvs-Da3}j1X{Y*sSnh4cpaV zRq*WR$M9>Uz1}UC*irBlm#%GOn@O@JE3}jw1wO+k@vF}e<}P9qq9T(y`Q$}5z7!NS zT3C+d@Bx`k3;Sv~R-t=hxH7#xwE|J&W+_xr`Y_@50Wa;gNDkT1NDa{m+7-!11!t}P zcClyUq#Y3jDeRZDYCVM)*9C;X4mz0tZVZl=Pto(cDEN7nOc9i!y4D36-H1I2=iYYb zjeaz>BeZl%K)l~?Y^H?|;mW{dk0Cvo^tb{_*mASuH|WQzG8!_JX9Lm=Rx5RYA*FV} z(D2rDoedM%rt7ner1p$3m9%*A9N<>t3TriL7}HN?JZ)G37_&uJ(RAwkF>l>I;Fvuv zJm%XKrjE(Bs7+$pcQ@$Axo}4oZ}r6-hm_GQtL8!`j?zrd5Dn04nS6q3X)>YDgY8aKfaCKo&@$GPjZ-ewS zFxOmQpl|NwTF`B3O*-jVsEUv4ugJE5+nlUb>VulBUy|`rF=z2Cs%430Th9ZL7qZZ^ z1L8;Mu4zy%w~WmKl9*JBw&S)5e)vWKKWq7H_+KfhI&^G4df51BUfG4m65tGhpbpc2 z+I@dIs>hh_t*|$IzFz8`v1e!PMj)7U8n&7oLe;9T#J`yUg!5$dj->DsAn}IT7ewBj zCAaA~#Ya@*Dp1D5OLIAMFxFKwepyZ|@AJr5R^XbqAkm3u&htqT>R{>EG2mHOmS%OI8)tDBX zEhv#nXgm8E5Ku6zH1Cfb{dH+E&enADD5-PgJpp&I7c5&UPsZXblbW-)shPZYAsN{{ z+cG0Q>)tQX`*PQ@jOrmFriMFmmC0rg<7nPUt8OpP*>3LAB`99l3x6yw)h-`kc*k^4 zUhUAtz20N~Mn;bTRj4F@HIN6=HTiieM`n_JJZzi6%D}Je9DPr%_yr=txdl3gf0$~A z_O8Slr@|zUfX?R$HDrxwjo&oo^||(vipJdG@@rnA^u~pi>361TU^8naP-S*`%dv6? z7P`+?gcE?`MGqYV;+xTE;32J?4ouJ$3!p4+C|cXX;LF@=S#@&Jtee_l%eX3Z-1tbZ z1?PEID9;!Et12J)n!R&S(rWy4qA5kbFAw#Hk?>$?jgP3N2fv43OUTcgW?ChCy$+@k;Dh-f=ah5%0?Q1AB0JP%vya!mv6{z}3?66@SK!QfFR6NIqn% z5MU87eQ?1eCpn3n5Z+?;Y$A=zED@+&SvW^3KyC+vUe>+Yn7--%WIz01e6()ewd>@6 zns5JF_qBBF>ynj{Hh`M+osIctiT3|dEdBq;w*Oyg^=3R@Gv42`uJ@C2l3%WnU01%U z{`252-u+SP*t-Au?SIKh)&YlUTfExLrAOXC7_i5cr6WVzSAqz(Jt-=b2Z;39;%VmU z@!mTGs;5ZhAd|S2db-i--rsoQ|G4`C23#nUgR!U0jy#q?w=dsCY<+0}5P6fM0MyDh zffBx=4^o2Oc>kT>rG`s(At<#KYe_pJw-sbwSj^+K7Am8tPl$&x+)-1sz1E$U=TFSjXq)qL2q_F4^mg_21 zQ0xybJ*Sr|fd=0L-tyYQS{;1gtS7!#q{_Nq6^Lm7v0Be=H5wYhyugS2en?3_|4*>p zMmH@uP;ge4n-Oc0W9FL|1$9NctgKo1H}>x!?k^!ATk}1@F$ZJu$%I9RI5z%l1waAa)Ot|7|TcJ@Co_+&VreEFh zj*Sp(pw6U|BfU^Gzej*O!ZS%T42kF(%GL<2c?tqhN8u6iTtoYiBWF|(l#OeYoo94uDj3214N^aUSsweTXH#2(- zKa8B+!BDT4JTdZsvGMTYa^GCU>pO9JeoC_iwJ$(ow}ofF?CJO9Al)6qX1%w=bJrGO zgGT2_+Bt&hB`GBoh;+ZuEbEN0b7Q@@AG6r_|~xDj%Wr!7|P2(DOO> zz++qif0I79FT_dDL#1(Yz&yL10dSF_f!_C?=gxAGuDP@GisU?0>}j6BK?@Z47PW$J zW5S+-*@?JTk8?W?YahOutIjhm_p5}Tbvp6alzFl0UDV^K$d2a74#cT*;ZE^YM8o9| zUowEUyrsQKFMIRM2tnsLJQX=xZ(bAbl3%xuXj2{d`N?LLYdH$j$}2e_!?vDoxQc!Q z&r@;#0x(7g!>_@B6VuAG1d=d_bJLQrzezyq_Q$k|$HpoOmOyAi0J-kaNT8Q5&lElE z25k_gx<9Igc*$#9|60(4gs8}Ga!Q!?65P~QslmF0D#eGKWToqKy~$~ZXVocTnPwlp zU-acMa3D0o&$lk@7%v#BKf+474ua*|_cPtY*>U9VnmFIp0fI9KnxQwQmktzw_ZLYL z$o(96K)#+Sc-b4J!r^5VD&hwxklo3wZwzrmBsz`y3+0fum$XKeXCp_%z}inT+&xSA z8z`-rafUT6UjErBoRZ)I?0xic2v(vth7(NAJi4QmQVHWk?szrq@0zohtKT`4kQRGU z);Z=6&;0iB<)-p*WY4$LF04oVZV#tMYoiN z)W$n(!A+LQFw^z*=z9G)bJCve+mCN~r19Hty*Gc6J9YmWEXRKF)`2cKqayl(-o@Yl zwQ>FQUdw;|vPoTC{fVgYUn2s=6A~ z(9Hnpwr4Rj4}}QnK*&0r83)tMR{SX*PaArPlMh|Hh`{)8meDnlM8cEVyt$Z;(ON-3 zN8Lw{z}h5LPoj%468+nyTJ^4W(x6$(c>uWgR}~W6Zs}exa{?n_1tgy^GHcM!lO#a{e{6=(H79MsM|e z6c<`nwRLky`eCiwiI;_W$;t|`E`>e&3Zb=RQpna&v`yL-ob8_M3@rJNqeNd!K2#7V zJR7c2lW8=H%k<|zSQs%2%^V!_Y&lL)uL>JIGbvd06la<19sb~j^!>M*J~Q8RxYCs@ zIYd#lmDwtYi~5-9O^1Jb*oBm;yb15L<~_HJRK%Ihykq8D$|-K||DHT9=4+}_A0#M?Y!!D@F%zmEcWv5RN%!fBnii!HCV zZWW7mfax`UqLZ)8<>j`-Kb-4rAOFF(51j8?_A3};9{$>F z@R$0d$$u7K>$G0|;P=*D**@O=&+M^v$8LZ7Q3dz#lY&?T!EhOR;3vwAG>fSDOsiPMT%fCi zC#B0gn6InFH6Ff=W{i;n6n>+WT(ihcLI*IEDXZ9N2ap{P(}kiR`VvT;3oi1! zyjrt|;eAW6w9a~IeU8jgsJQK;C0YGmqWAkLh4Wc?r=*?8d&7kt^cwh+ zb9FZ5bId@cKtP-&O^!lI5ji~C_gx_$uA&p#3dY^I4Uu76o1BFCyY+XdSlk|Y2w1(H zSB)3yS_=`F8&VC;nk^wJ)h6upR4>-GM=#OImt9z=og!T%w`z(p`ZL6>>w%#SwWxIt zQ&1u&X_&`UI6slh{MDtY%b#8zqnkP#BhNIsD7*!mPq{sfI%KQE=Y`Aj9$502S`;2} z?dq`njnuaS{+1oybzL`OQY% zbcUy!chv4Taj8ZY&!u;sb}o&y4F@YqLe*AXH~4=;DQpgtgl|&hYt%&SrlUEfHMeIL z3YKH7mr!IjqobWZ?iSYIM{eq7(YI!Y*eLJ#5CyfwbBNu|GV>!LZ2)J$_h#eyy}HF5 zt^{lAX>5L`;=Yk*=%!@bCLKKd?iE*Rjrzl{>W>ZM=;W91tijDJ2&c4-?8-UUMjOm? zHUzY9iEeB;!~bw0N`7iRh<{|I&ncdSyjn^-yStA5`MG*B05GUipQenXQs=(Rn##nA4${Gf^BZ6$_OQ&jefq1078K+@A z06rdDTTkVY`m4D5W2%du6K;zp@_WA~+uKozm)nD~6ejG*ppur}B$l6xsFl1~Nme`F z@p)Ch0gviWiE+Qv=v;uD@fV_WvX&S4(hXW|NPGdqHmBco%nr_$UBonIT+1TnXO}iU zjd>3Gi-t5n@Pv>$S(_(4?LDWJQQ?J+N+(W;SII*$c?gbtqC0^Z%ne>yz0x;^!wpEw z=V^rc_tT`Kbrg(U47q^|Sy z*5T%Fs+3w{H~jH%q;+uSShgW8s={AT5}C&28BDiKaSro5oXU@0&ShbX;v5PeWtar6X@q71k3uS0QTEtzksl zJ7TiVU_Y2vKq_iM+PIWcC_7JZgzLXE)|~a5aQ;Gs&v%D1^|nk&$V2#;ZyI3@ys>+O z{C%OdPF^wNG&mS>VtqIRuze4aroHQVF@N5wlMf+wJ9oBp6ntbDIE1NLK%RWj2z&7-7x%!#I!>uTPTM>LKTfoSW zG>|Q9DtQ8RzrN^Ei@BJ`okPO}NVW7EI}lOARAF)N*bO65kylx0BOa5UvSRCM`2p5_&Ht7Bxz< z)`!PfMSGjKWhR|0H1d#iZv%0u`##o5kb*_ce@Dyy=czBXt)LSV$ zVKkA{ZkpCa$8nTSkY9EdpM!66Ui$M%;|ZV4;QLi?8}w|_j&+@`=#I?{$#QQBT1?cr zAz1aHnlqjXhV}KAl&;p+(ambkbCkvupKzffC8V;(ac?}vWHl)GQc-qB1n-0Cmvoci zLP@J2Mn?&GxXpy^@{$+(>-W{oWujT?Ok6!Z6mQ|oG4#odnm=5js-4BTQee}m{AK2< zX)IumbSJVZ1Af=n@G;(?iQF_ZBxYen4h2WVrTq6ql0i@{K)9Q9$Cd_TB@jghImzPD zMN+7*7dODu1+(EKc<;EBHT|>P5mxa4yu_`=ju5yhTn5TS?_9cBZU2TcnwG?lcASz2 zxZ9%-YI==S?fZ-{%Tskw_@ERzr(uBWhu7^~Eu$Qph}82x11jXLTvD|OT{>^lnWgr; zpVL$D^7n9^uuRi>mL>4J)oe{pA2w#EefOG(9H_1PreikUI?S^R89nnw#=aS@3%Gsq z>(;Temi|ZK^Mh|+NjSYf_cGv8Tt?Dsqk#3s0GMIaPuy&-$hLf+wb$tJ$Bc~E|NcQF z*~8O-oDAg{3Idc1qWe5&P9%0ifGV)fiq}rN2UM2LKyldqRTKuak}#Q=F^X+s&xpn1 z9yCzHjdzF#@vSic%yw3O5AWO$7PX($`c5d=Xu@VKE>Izo+LFToSKFp5OW2EdY=8_I zLD>#8kersB^py!f)FWwNvJ!05TIBvwzpb2@o}Z7$tS(lK<%*KWZ|oT<3ND`(OC&Z) z&dyoDmemXlK(VZ*$OI-zm?ev6g*UaZ+5QRO$c|!oqoOJ^k2iaRM|?ab=tlb_>4UK{Th4G6!7i}M@ubY*hBN+yvmj_ zvZT|Pod5A8)KdjDusC44i|w;mQ_qTeBh&bI$GCk~yjT*66p5l1nRJzul$13k zrVSHV5j{R4(GZN)*ZXePOdw=Veb;q0fqbzVuqsPf1^YhbQQnioFDT!YrJVue*4?0K zpMCSEJ8*$qw`SG2DKe|9lxTW|d8pu455kph2O&08;k2-KFxas`=|FDHA^;*ln3~M# zUAls|8#`|#tgV)N13I<9U~|#3_tv80q_08+QJAJV5G0jq1d z%#{ETuJUt5>wyh8uCF!Y+SP58{T+7^dl*xK%w=Nfn=K$uQ(q#bVpE*~2r!zWn!`ov za04D#0>s6oG@Dn^WV#C3m35u|4MG(HveWFncie@>;OCmGo&CT^9hzcl+yEnhh!h4^ zQQs8|@5b-C!cu%h2nt|++pxMkK#rVU#;{gf6!l=9H1V4o@G=QtTc;dC+d^+IHR#{w z2s$9!a~y@RLNX1n8W5`2U8xm5 z!WCaJ_sRPRuMzU@gB5*ufN>%fv4i zfva+$qtx#aFTa~>VNJ7PAI)ZHl_)dSnQE5VxwBGJyd%A!t}@al53xl|=7>ArLp)&O z%VU=*-X|oQ+@6`CDzk?Z>z$m=QeVy}1fSZT_kU=6)3Bt|KJ34ysixJLn#weFDs6L1 zO-)RkX)%}7Y;nPbO4Jn5T+l?(rlzb(G;zzlveFVHQE-RK!q5~~2yn?vQ9;QRP!RcF z&GWpvr~Acy9RJ5xy|BVV_+8)Y{GR9MY+E}BF)~y_904gx+Kl#KG2nZcY)_eK{}po zxZKc{$1ycAc{=r10HT+#dV+)J_+_zKM|KgW7QB%)XF<3}Yz-ixug;~l1DJ-q6qI;nLgYf3j{4e;zv(Ex% z7ZMA@*~yKvBrLt7XGyetdPW`qzHz(8aAXnRTFk; z5YwH}6@N7tR1@yMIKa}N8#sk%CI&970(EJ{?}X+KnqI}}&THdas5; zGz1WQHvng5Nz~b#in9ZUCkV(#{vE{a;l+pj8tg6G%hX2OAuW_p7hx?yzuf;$ z)usBO>=bG{YC;1P98p-69V+(qN^$9`@f~#kd+fSVr6FD!l~Hk%;4rc4>$Ph|ocCoF z4;45X0(6OAchAS>6|`f62GwL=nhFRf6noYqWXR%JEW4a)4jMsznpuy z#2{w0QQ7w4o-}I3jklD1WDh2kotKo+MQbeTp0%Z4e1?!Pc7!^d0luQsL!>KB<`=7v zf#*-&n{Af9zj0%eRVT<$|3)irnUg+F@^Iup^${@GL*bqed?(B&)3m9NSuFJrA2}wwM19b z?6|lcUvUwSGnMDK`{OJ>_fUgzU1J58phMl7{9pGGtYK>FIJcH!cH|ZQ3NDfpcfkS( z)q~#H9rpeYnYu7D$357)zI{B3u-EUVP4JV-Y*Zx=D$Gk;2l)90&ydR#L34L;Lu$4t z9|w_Eb%ciH%HA6dSvW{@f9{Gq_pa2x+?ZOZ%UuclDHdx-DM8M$`dpTVy%L?pukhX?YV(qnHv$2F2!v z8KNahRV&$gUmhF$JN8zWEIz8!a>HMw%GGBj8}6M~jz z`DkSyEWF{-g+d-|-3!Kb+shpE%dP;(Q!c*qE7~E83bsRooFF;nw_CWN$z!h}7Mg+Y zjcF9VcZ+=0WhHrRtE)^{-_$2wYT(5wAScrG(^@X$i%3ThRTzyXNA8&f-20%X4OQ+OAM7*G#%YBA>Y5O zQEOFKvM&_-8j4T8M* zAbaNH0PZ^z{4%juxjQj(NY1Vq{IE1Aqsg*qxBb1EFo34``bT9lT($S6VjE3osq)Kr z2B=^6ix`F%4X#W-upW!pl=*m|9OpA^fy1;a$P04&4*a{@-Sn@`!6Un$g z31n)F((P+6SHCM3yoqle_V~{Fe{i`i_`ChDZ>|I5C`i%7&bC`x7qev4A&_5hDw+a! zlg1|;OLOzO3tz-^4j%m1OG?F%G-7z*&Ub&v+6|f(jia1HAgIM)Fk(N?0`Rt|g1#iT zq<$Nj8zM#+O}oVde7=xtWNe(|M3OBeR1gU7C3AC)6Y-yPR)7Crodsj8A${x{!b7zr zRxPC_EMn}=gX%FTEF3R0XNwBB^*DpjFS46#jy2kw4nqQ53f@ok8y`v(LN zn)GRN@s$>xq(y7__M7zH496#fU*mN%n5r3@nY7)WlmGUmejM19|INEP#C`FrUyedd zAHr#vPZ~CzJa(*^4^1s6(RgSy+6r8l!@^>QR7|$if0cjTL>E$@ZfMv9xoTh`|q1g|dQ1Thg+! zXjFhV?#qjym!<)UI{|(zhE97%=^h$zRs-VY56r|$fi6>H)ly&8Kt|d-=*dh}x~OjH zA->R!1|tt}?*n9kDHCcFNCUBNn@U=NHXQu`PCgF(jr%mSW+ZfDOdC|WP>ay2OF{I3 zs*1MMQzSsI-pLG`|5B_gG_4pYxa_7Q^mBP?!(U!n%)MOj+FZhNl13-|g*dh%|8Gbt zwhnl48A{Te&}OmYV+)W1lWq9)@$T>|Nfj|pZY@BOVJ-5;M)Wj0zj`nyf3RX|Ll2%O zCux1DM`SHkBRX#C-PuwgEZ;x%Jg2l8TKywsy|>HViHK;y-};=L#q4(Nk|IyE@{K8R zvn6_?G*oEDDUd=0sN~3kWEZiFY9dxq`-o!O$l(i?e!Ob#VSzb=SrX z>*M)_8c7i{A$b)s-<@A=K}3f+hulUSyAFxC3dTFh^J`0o#`UqFsp4|`E>_GJR*}iIp?kL+nqhPTbgVXAjee@WGI~c_xq*<8-xHwAqqJ zThmpDcU~*Am*U!koGfZ7XUVr-CNek0p@f#D6jJ;ys2%xk2t1p>6BCCxgM;dNRgqSRv& zdwK2U!mD~*gIqLeo#GhyAOI)C*rP#A<6F!WYIG{@o>ZM@UL~%U{v-4nW;yoUE}F?=*M6pBH z6#l#%?IWFsq6DPpT_Ya~*zr+=9|Q2XpTt?fQ7|fh1w}O*S9C`7q!Ma2xT*)JZq}yu z)jVG16mvAR31Peav45VvsXTGR@^%7L#!F9g+A5v+Abb7XL(geTwe^h~5Tgku68nPj zUZ=uu7dMrl-E#jPwS6n{eP2coG!*6D_JML^%t7kO0#d$`cmKvXS6MpV z*ONF~5bc*HJ8RnnYPJ)`+?gN%-#4Nh1Y>`X$-5{eMs0*4KYg~$$rR~QWnpDcb_%H` zRn z_T$^j_~RSqENZ2VG*$bt;w;hIzo^D7c4&e{%_&>mT+T>Sy`31zzJJ4uil{C!aJbsS zSzhBMy`vrw7HTiJ-Vu!b5K`UDhTzUu5EYPJgjsy$&Z($^%2if1A-JIU1WyHj%S9W~ z37g$|ciqR8EDfQR{w7{F@EtaSPj|Cb7E;$~OhUOSsfRv}TC8^S6AQs3?0saD%B|S1 zt*k3)oA4FXS9X|jnS@D+OZ0xqtFk%tXkmNh8?dG}<|da% z7a@t3UczYHpEuI1p8iFwyT_hL3I|ogA^w9&-W-E(Q(Ba|`Zykt_Dx+aTvMU4Lieqilr*H^*{frN@sBtM7?}f}!q(DJEiJ)cVXr7Ycsk7tkm@mtE&{O9{ zLU3)W8gW7NHPZJOYD2JQuvd0yriks^;%GsE382CLO-~*^@Kn9K&+_#nvi2o*o17)H zHgs0X&8ot(-@~$MtIi6-gU%c0yoZehTY?PN?eRnfdC+S77`FaaLU2~<`AEivM|&Qi zKZL-OHL%lX{0rhEa2-P!oJoqgw!s|gSx(24Nzwj5+^l@*H>^cu|0jLjc*LziPK2GU zjwHBYyD6ys+2arsKuN7zr+5QWk?)|z#Gc5_Ci3Pg{c33Myd=-SVzR$PvBybTaDbP9vG(gSq=@EpCki|!|IwN+$ro*f=eBH zwvZ9j0sKFYDJ~anX8&Fwq5~ueN#%&WZ>j3>TV=-aaGPF!%$r5XG>SFZv>iFumTffR zHJ1L%6ntIrNvohCj;~#y64y$;E|rg$X^WehR?K~9MfYFG8g36ZOzuf}m`T}6wICKF z7t($K?~@x-^-BpS+D%zhv?0-II!D9ro(S3C3R+*@ZUuJr*OBMut|8*dJU{Q*NT;$3 z&NRlnX2$-D$iky(yNft6VG&0a3uQC0t9BoQ(V^8|s;$C~VUP?Y+wr|>U4q-U6Bfo$ ztD}_*>i$O(qH3g8Q8@G@Yh%JuK=wnsoZZ}s9_?ayhIqc(5fScQY-V6TJ{06BO!Kw! z^?s2MuKMM~RIGcSDYGIp(S?i-wiz?oiE0KTy@M=hmf?;7guuDqsI;lT=3hd)x6&Nr8R{94}g}NX-z{uNn}~)zj0IRIxY~61n2q zr)V^~X-1_J_xTrr^T`iz4fQZ#dJJ1plxdn zfGt0Qt3KT|#!yuX(htKrX-nDG{}R6s0+551K>r_s{t0xMpnrwhk&oRIbKaQtucK`P z+h|{IT2k}#^7^N0h5)J#l+_eXee0$Hk#$+`S=Xj?o0&J8r@NhuZN>$ovvIP|8Lk+z zjIL6KPu!mw{N4+F8UGr9558o>H?POgVZY$)2KJX0M0Rq(ByUw@EL#NaGy5moY*@;cPfwHmx8ck`C z@{lS{>M!Dr-&37G{+uv#7arZ--X0zr4upKIsP`t*uU6|sFC;AC62Pzh8~ZyFzR>D% zgrsWqpnU>ZizQa-w&c=pGV#B@J`R*sRCEjglKMYXh&#t$gR)rgW*PvGtmaCcu0I)Uu7+?i^oIOZz$5?7Lf+<~-}ziZ;P)xB{C8-e0Vw zrKo=jatu9Ryd?THeY;B3T{$dTrKT-Pg-q_V4CyV4{djxEuQ@0FTJwjtnP0-9!m|J} zKz@O=2vD`FKsUu)BO=E##C<}xCA1U_X!h?8KX-BX1ejth#%hP`cS1!wjtFd|Z4MT{ zJrE3KS7e1cM?OH5GN@Onbw^r*Ofj7UQIx5?DC%5oyl0J9!0jXmQ zJiG*yk{2a)Of0)}yfa=$xMGyd+C5W-=m?fpwhjOQ^a=(tOHy@Z_t7;>%$$3}(`(vJ z?*z(zR$o{;mK=wzy5^ep*tnE4<=rgK2(>%jb_ZQ(*GIe;>eju_zX>o0DiVnZS<&i!T>P?p&d=o3Uu42uc162=% z)@#YYm&0BADDRK_h zqCHN0f=H8604MI#6o(KwTfA-2&$R8fqaj>nvY5zZ+^V)&f4E6itg}>$NQ-sO7D)h< zv%ReU0N12X(}u4GY&2iGTKDQ!O%9LMQjOu4*&|I=@lO$)jh#|?W2E8U3D9K;a@FCG ziqHl`N1S-%!2_vNjdo{cU%+|Z$-$vgh1Rw{jDPTkU}a6C@l*ea3=f|J+|pz~PSoBO zoPo{Or6hQbsePNR3TYie%6?3U`{=bi8mVUfZhFKMQ0r z+LNZBC&+x*n3KDw9blDn=a&I-wq6&+S*%`vejz<(3!OIdx1DNE-a2Q6V|dzZ>cZ6S zB+4W?4KA6YuMWlzffTf&8{@ZIA9VBeM*M~FI5ci<)aar*^l>G(^c86o4Wx2mzzTS# zsI(AfL9`nGP&SxPVJvoLg=by{ryBA-X!%~_b*83rV}5Z;2bjJe8}xU!A#SZM%-lsNi3xCE6A>gJl;zR;ZwW`44>&@Gc8 zkHJ{NqK#7|sGHc3vvi=zeu!^-jO=CSg$X4|hirG$o+j%#pw#vrj|KNQ7Wfstzn#sg zHlf|ukPfPbcQ)Cz;T^y=mgiyUYyobbj}?Zl>oW+(B!S#he4Gh&BSs1Tn)&$o{aP)> z+qH~#$#SjoTM3w@Y|febn2WevP!^NtDLls{OYj4Szia__8*sH@U~NjL&$FcN{;Agc z%4Ft6J&JpWcw^Nj+jvDiLaTjck}vBTs>5jkWmI9yo4LHl>!u~^)}VIp{fqM63w0dq zU)nU(M6Khsy`~4truyzWpx_m8Q_Xl^Q%6C5am7sb@aX=jo~PSYkf8*_yo&t~qJ$6s zXeU?HGDlrXjudM5Sd_jd1zdu=w;Viax0X~nm`r?zVYr{JdX7+$roPpvgugdbkUW z4PW))w{%!N$3=#<-we!e8wI_e`>xu}1YTljoCb+HO}G%3bf(uU#40)8_n5H@hJ<8 z$C1Qlw)(IcDd{+Q$c5%i)?XD2s$sO$2&Xo(IqvZ-aV04cDtQVOYb?^-&)u-0T(_#V zUz*am<=hg^1FYXk}BUjSU1^w4)FGB4lJCbrkO=Z!7~3-p4y11bnFH9J>MALl8s*C#z-g z?Rdo+Vcmy9JG#}teI0DblpcNnx}=7Gg0p&;cFX3sT=TRY>YcMgg?-YH>s`0D_zmB8 z<>L>~{n{oUNRyo~-g^04`+_cKF%(&v0oZuEwy~`xP>Kff&%Twc&I7nebxE*F*{}j) zSNj~sA;+qZL?V~u33TmnBa+Z?Ti>MmA|-R?RO@}U6KhR{9|%#DqGwHEDYMBMvt{Ap z9vbWU-W>Odrb>2;0h`A&rwqnd>X%IY;dERqxm8`HVy9%+-JVHV>Vi%sgLKx++kqx| z3vS!_akF#ftY=17Z_PWNX^94KJk>geI)dz`!}x11ZyS^!+fk=M_bY{tFDU{lTvz57o9xc!1ITp%=DJ*t&&njU@p;mNGby zyOoJasry1GgKAE`3(3vb>bv6-SD3vS+23E(hp{AoJgsdy-JZ)Ba;(-AdO0sAHaDa^ zF;H!eFvk6qSkjs~m|y6nd|y=HHa54le&?&TOlhD(S95!} za(aCGZ`_mm653YGbK70q_x3diwK*5yX>JoZQZG&uS1V8bvliAb{JA^ISHs>>%Cb(w zi|#tR#!-9Xl<$WqP$MsIyP+hvOJxY-9i8OF=)P58=%D@|76QkjK%Xnwt@CY6bM@df zedeYv5G|bB-u0RD^}uOv+Nf7j%pL8)sDBO6MgA1xTdX~>lY41IL+s$;l#K@Nh+I4C z-mD&}bs^`62NYgiM|BbBt@&NOy9*MZZPFTh>V6_R$Ym4;$hILi{GiO>c=a#AyDLow z^tlmksGegkZO7~2VpXM^k|wXOb|qiy5qeE_q}TAxEO zdf@_M0P&s%b0aE(NDZgS@h5Hfd3CEN1L6q%C=^9X-ahh5+yA|nSEnke z1Pcl;y{3L(8UBmtsp;`6I&?2_{sBVO`v~=VOCKy| zEIT-E!-h@}0TCHC%Ot_JLG3;C+QlEhQsAoxu<}TNPh@IXTltfv`EzBt`N?Wt>bA8E zdm)aJoeN|i?QzYW0ILvys5MC}{CQx%S6$bhQ{QaTpB{IVtkRq%?_`9;++^`@txkYR ziRNp{Z_TOCl6SwxY%DoiA2^rMfnm}b!k;574-xR8XFT~1PQ!T}jkQv^vF=>c(`1Sv z)}TTnKb8eCu40U?DcRx2{?dqG`!w}?o?I9oGqd3*Y0qSeqQb?$F^$SPP08jZ#S0_8 zz#th}q8(0j%OOZH7d!>;XVVsmAiBp}@|bTz&wkA@&cd?W>zv6}kg13!E0o~YkCaoo zUwJYwR8O!8QP{CvC$vm$y#Dykay94ysvFtK&M-$*Sxa@cKEv~C^Lb~r4UO?z_o+m$ zd_UZfTX7DD(C^7V!e`e@^lcz2Xakt&OF1;~6iRX-k<8tlM=1e{Bvh1c)mU}$hiDoi zDetQ_D~7G!v!T2zX7{DJ{2-fn9AfCOJdsI2e~j2^XwA;!qO8HLe>g(zn-d4yv2=ar zfw>Vy&c9T6*00~}M^l%xcshcF+)=(u+EX@LC2u3JJpAwUP?H!$p3q-LDEW1JB zW6s8(CKZLAY$GoUoRb2D5s^+eOHD}Oi+{)>I_mfkO8@%xz$A94cPIDH0&2RT2DHj| zIThnYY%VX{6B%owdc`^Fvfqgbjqp#gtqLngWD^+}b}8Fu7x#%FFWbk9h{_l}+2EQL z3VTwa@bj$euEK^VSKRPo)vQ`st@T{(vewee@@-DiFLU0y$o1o%lc_F+f`qV_>+mQ? zB>xChWXR$4PBu9RBs&N(S94}kBJII#Bi==L#_4pMOVsZ|WNsxRynT1Ekh6rbi@qCV zozJPfP;Nq{1<)%fHV20{GI>!9d7|oPrpukFbkQql(;jxz7dk5}WY1njhFR@VmeBnfSL=OG;fK39whR2_vHI|KHddsgZ7xKUp%0<& zjn}e9vL1J&g)H*IjBE~`BC|Lsyy#h?mY~4rsqEsDnZbBU~%f*3}Ofn@KCwmS)UksPW+HE_~MXPe?PtRX^PaCJ#-di z=;99>J{o=OiC&H+N_=KSj^!1|20zbRL>Z*jbEsyz8COWe`<|fyA3L3L)V*J>xKtvx zg+3Mb-W10MXHh4178f*vBv2up7@=&6U6iU>C4Q^KW`#OaRe3QNzC{_PB&jFp8hHzPIizu)oEPsKnywm=0y%VN>8n&i^0W$bV;|p*f?m7N^+8_kK8h z820PGhMi^qHNW*=#pkybw=q5_{D>a-{ag!g`23UmPkZ|1Ax=fot}GKrEc3R3@8rn zLg5YnPRk@%bsBmd1AFMUlSY~EKgC*sWEOvJeiw+6-x1na>t}xnE%kjl-&?KQPz4Ly zb4voFWjoqSFCAqK1C2m+QgO>^t7M`wp*oU|DCS!6<3mSbQWnY6kn2D55Z}%>b0cp6 z;#;Vf>3;6L3wC4=JQ^S1dy3qZK7hwo#N4G>h_R?7sGh?3Z{y710F8Rii7KWHIa5xw?3nCfJlD?xbGu&QiY z#w~Pk$R?|%1R|m)ddF_=eNzRT;WETI_p_dhHb4G!5uW{x@AJ z;Jdlmr-+E2X27sE{G=TEo9k9iiWmH9ZI}0RcjD}y;A+O!%L7ZWg0TmwR&3qXj#Rye zBYD2hG+5I6<3?OTOM^>>NdJa*mO(B@s5nDnH-}qP+!IZXEd7?N_qk`ue2kM=Yh9{5 zf3ayWmza)qDev~bE2wTS{CPS{bc<@Ht4NsLj7LAN#`@mxGzEj{6;buGQM(t>-UuKNEjQv{b5am*>+dQR%2&*~reHar{-;O-4t zY|z!RGThAu*DKv;GK`~Vi(dA%9%O7==eD~TqPf)S-0owLz~{3_dIV5)5bm0RxQYA~ zu$XD*;D)6$IaIBi{`YfNprNy~pk^%wJMsh5y|lWRU)&=-F&HY=-b@_!r z(=vU+na4lP0bb}cS>&|7rxJA(&r&1DLE4Tr)63WBspQ=@)w)49eyUt_wLa+(<5<^` ze?SSzeK*#`d2Id|D_=P(&s~=RlLi4@>wVshQ->zUnm32%ghreZdzg~^A;>`lZZ;K% zVWDnxdAOR&CyP&c8+*lfsGk&6H`-x0H8Jl$twsOp6d^g@5|DE~*c;#BjWoqHvI{Dk z@0X`;oH$&nU)t8|o;%+;mZ6(}ZUPlsVaa$t1+p2Fi*|5SX8Nsb(qMNTHxxmw&}*h1 z;jUA;pBPZfyJ#A)ki^_AU1Yj(c?&<_y z;LcnMo4u*mzX~j|hHT&Mb9!dAD1qW{s7bnr<#hJhklF)Bh7(^9*m#D3}aJzfkN#vuN*se(acBu@NwE6S-A7neHvERmROt0PZA z&}|H}S2RCSRU_xsb5L#gklreAid|#eZfA8p&<%%$1ESa?_b(DUa*u9Io z>uqaJ@gHhxL=T2jj0KtABjulXJCTKnF@KY3>11(Q6D&)+>w0a(kuW(g7U8gVM z+MjeuGepfLvuCf9a2R{CVX*kH!N(qpAcsr$5j`n_M-%? z^P+HjZR!)oUn!W&Dfunu#^vw0CWY|EON895%?F~aQ{t7S>GIHb7{7xg*OreSoN=?s z$dWKfDKd}^dtq*OAez4%YZMclRpHxl`!YAdFd&+JB2WG`S+7BL+gsOq;ttD!y6_(E z6xi4B+O6HW5T=utf;KN#1KM7EPm%dny+XDySs}@deOWrnoOEI&QBQijy+>UT`MZc z=41gamvs5Qu~$u{ix%K{Bt*7Z;jwYIscYC~nRi2)X747C)W`T&PCo5JF3J)Uz2jah zE6ZY6FZ1t*?~4m>|BzYfXWt9;cedQ1+4`*a2cn9DF);F-VN)h`JDPA`4kIWOb4?vRk3KIE6aPd|{`7P! zo;jC9LCn^d+Q+zoz>N*ZvZD%nW16U+A$>6UwkzEUqz@oWU=9mx8hQytGM1i(p5`ySz1)??K6+fUy^H6_ zsf5I7dqGo7+8av$snl__rgpci{*g=DMI>;{bIM58DfQ8q9>A0kbxOsbmcuMm=uUt9 z%7oS8=3BQYQ#EoAp?1Y72`HA(w45&9$(2Y*PFoMQdhYj}lAP4XLAzVmdx6YIZg12; z1|ien^DHgK@l=aukea8F7Y=Sa`*fq0V*Q#}dv}9!9f*a-JpvHfCnT9tkGr2rj_^09 zK(9uh7Pi+{Q%Ma~JX&H@=MiR@kS&+o9Ba`Nz6;J(-`*WlyYqp+{E3oSH05Qd*fcX? z960&c)}5lW#5T$AHTcXB!|AprS4%qHbWKc(fgw zeew%gB+0Wq%%|H?AC`}pZA@dobr;RQB{ORGI7Pweftlf;N)$HLjQKhkue>bwZMNilbF|uM` zO)78n3rpEeG?{hwrQp3#M~7!1g8rLG+kIRu|LIIZ=Q;nY7bLHo6ySP%kZshx@G0c} zdA94_iTakw%)sCh(O=lr#;&t5z=>GTM5@Vwi(V1RH^E~|;%EqW@7TlZ7OF{9&yk0J z@6tS5*z`eyITMhNC_P6ou%Ek1oOv1m2V32HmDI1%uhidI2_oYP%@%MRnDPp59DS6* zYZ-|M_YFV9^KioczV{uPp+2!fvm;YvcB42w^m$iK7;CbCs$Y(tPr0uhWeTj4CiLmq z{0=X?uMcsgK%?ZnFMICMty?n}Z3cCsQ!+)o`cLd^*!9)$ocy1=p|4>h^(80y9!T0n ziSgT1O@fI>rSMGl>$;&)-s6PJ5J!I_@d>;RX(BI>wP6DCEQt&HIgV%{#1Zo+9mxb)yYT3?IpoBFJBs zgitVCO>tI)Et>8}-0N*7PxL2g)fk~(TQ*7->g`{zDILE*hP3m>gjUxsQGWd! z6qpj&l{W(}pH>uT8g-i231u$Xq31x9#;rINu8*^tJvFlZ=)>cFiu^S9Y2f2}oIU)I zarL8zHS3;8wIS{(8E2OtC0uTp&pu*&IfVl<>Xe&n=`|ZU^Jw3QqxSqwNL&ezH1e=6 zfNgfb#-iMqXnyM*n@1d7+)xUPI;O3)v|ubLodJt_m$U!CT@9~T@L@he@~Vljq4xo@ zU`-83`fXo1ML}=0T#q?NhR~_bB}Xx#4W?kFC4KShE%g?YH;cj@hRK>e5W5#+uZ7(_ zfyK&dLkD$MaiASVSyi-Ri&+}9$ww%*FpLZ=P7I(xHUD0qbPNQ}IeVxjIFbjp`x>(} z{QnZN3yrxX#(>+sUpe5KU*r)6LT=V}1G~9BN}i15ygpO(zLle!zjc2FLDgpDJE97! zs)3U>T-K>Hcs5H8{-sdIlV#eGFs6Z}pH14s{d}(@P0%aEuwAXuP=rmq_OEl#M`Nq+GrcKqe6i^!D4*7rb!4?2{tR`4hQ zi*~g24?fc-dA5=@TT$V=QxV$kiQK^RGhaOiF&x*~nQLA{sAl+F#M*^tP2P6pKh3@# zH@9a*oJydhtzWD6c*_CL)!K>S0)?*iLl@z@(ew2#61<7Dcyrg%WWg=qp0!+>8y{Z5vn=$TE{xi7@rZ4r z;S+(1P+6g2S>)zys8C?X4I(%Ey6l?l@8*T@^Z!0-ugMO5U$wZs&`kf=xBos`zzQe? z2X};LE5J@4d;R^1C|4*>+=`bAH>y-r;AA7f;+dvKkY-g!3C}r&^ zARGP#gi8C*yPyNcg)9t}bz3i>xQf%{N=|NBJWtMV0N2U@biVd&{T$s~S0^fDOLpjS zds69>FZpHOW&vc^-fcOeRQ6uIb@Oxa#2Fv(^mR3sXGa4x@-A>?YGr1bYo@R|;}088 z6FFy_6#+WsjWGhb9>8{>{}xDmq81tvEml zTHCu=SNlsjVX;qPWdBRTb<$_)SogiFzL}OzPl>+z;%x@tdjX{}UazXa>!Az-q!iUO z;McXBXbP~&=U7Y)({|$9Q^GPt3-k8O)HGCPsNK0XOm9xsd-*Cwc>VzIr4TpS6{gEGUp=qd2QEJrP|rvCTLUH?TNv*m zIm0Xx6dG7!rbAyA#-jqe{BM z3r^GQ$btR@(07KeH7xP3THTO#Pc$nrj-wV&kuty4nZpvBCgN;& zd>#tm1aGx!NA}N0K600)#{3b*tdxZ52j7}8*IXnfBYPlJvH^HBaG#ArRuykG3fnKr z;{h$Ta_SsQYMeY7cU~UrC>0F8!W#;a=_02McmIY^xd9M6Ub+cmfq^XLpmIWk&$Qrs zb`R19!>jf9DO6Rq1f$X^OuUO&w+Z7M6NJ`2FG{!!s6E20{iw|cR^)Aw&%emoSkKC@ z`xZetkN^oL%j5P5X?}2$@=AEc3szU^H{n`!4BM>B5A01IM#IL~b84BP@kzv)#CjJQ z6Jog6%|C1*I_U;td2vnPQ0#?zQI+1)sT}iF`QA^FN1AUzcX9n~GW7B<^tL}-jzT|j z1ABd;y^X1MuLSSr=9>hpTR||?8+OW|3LT7!s*i-cJlt^UCPM#g{Z_!K5U}pRW(`S> zNfF9!uv^XZUdvfEWbkceNkkXd_+P3eTu^kj{Ps3at4~fhEa8MXI|_vZia^Jh>1Bm# z<|`Y4zF13L&AuwUvjUP<|NgR?fk)r?{HG3Wo8(-#DM7gsw%6`QYfyvpOcI8AZB2vd zQzw#+bf|{h{jrKHs8)I5!3S+u(Ggh0x$=j|pMI6`vL8^_bi|Q*W&$9oDGO>?--xL{ z?U-9PbP5rDlAMgy@X|OlckUelK$hNj9im%33YhoTwEc~HqeP(fwX%utIkKruu*x7) zEIb|99>w7C8s9s(7Z5iXtsOmP^>6;N}O`yDp2Y`+>zYvpEP|?Hd#}yyb8F_#8 zNt4RX2)gJKZ1cJ@S57dwg7v|*Wy76DDJer=(rD0}Vm@)yq{La=I&s(-QE&|V@uOH3 z2FSrq8C^0j)~Z7N>FvB}!k{qwx+MR0rJb#A8J2f5<42eM!gP=hpsW&xhZ;1+Y3)9z z0Iy)A zXM7=09?4WKQAe}q%cDzZIOifr@+zC1@xz{x@ZSmbUWe_fi_A8z zotSTzdq1{a&sku@al&3?wbkC7;6kCrWT5})HqVY){>dCt4x!{in3X}9KQCrPtT6P+A1HXS)|KHpi|3!w_WFYyMS7q6ku=J>o(Qj9MFfnAwK>^zS|H&|7|DqQNBJJj@ z8~Qs>_k#>=q3uo;HUU&A40dj0vY$wrTK;MsT3SwPIgzlF*>PJBXCr}nrl!2n<7ajS z9{#L9y?V{aLMAYhkZ;hYhfR_UCzW6WVeA#;o^-SulI%#|TA$ft8XL3sb;LVQ5 z>4=Jq6bYo@T*TYI7nLwZglrCI@A8^rIZ_XsfLdeaAaw7?>S^O?EhFwkB?{ke#5Vv%!mkE+ahWvgr5oT1 zq1{${r4$4Kn~IuK;%z<+0*8sE?-zY;ixm+*Q$Ssv{S7QhWY{a?HC=K<4;^Y8*x3~M zHf73{bW{qBPOD(=t6(+`Cg%p^>uP!-Y!a;Nqm)IcDw|Wt_{+E&$5Cqbg7{-YFunh> zxs{!_sXp1A91YsFEJ&*CH?KkPD9bM2%!DA$=@2G@IR$jfXv+3-Tb}2)orR4Bo``N7 z2v4cmGr_N0n-nqn*yvt*XxNifte*oL6jqpwkIaMs<3(^Gs0XHn`*@N@&u-Sv1X~@J zsvq0~;vWD9!{$eTX>9TwJFs}Y4Z8P0LoH>(j>$-tG(sXVQH+y(U2Dj5&TQY~?7Cst zqG}jRh^#^Ud3{Fcb+TV+0sTWbcJD#ZDo@^W}IE?WfFH~Z|XhY7Pt zzNOhC$wPBsb+Pd(TnF7w!i)Bm_=wv={v1H2Oc)cf4rE(&J3dr??Pd{*-a|_|@7R(Y zR71!NwLhIU!kwPMJMRY{{yF>PZ@m@9m2zRk!`le`l=|s{nw@!?J(W++TM#4sjDTe` z+&wKe;tZb>)jGsoU?ca72`)lT z54L{VM7M0TQ=^>ZIAO9ka4$hw*DV5J?FXURq0V!W(;`RK8B3p3!Y1nbT{ zWsN18%d83{W7Rv1oP*;i3|#g_JFD$mdrf2V=4Qhgd_jsD*kw#UU(Rv@?60MGKOcp0 zd4iV5Q{~e>!65gnKKH~H$k=>9>|F$)x9P=K=_866*RqE-{84i~=(~Ci%vnz5(W3AwxxQAE$eca8 z7Px>gG?P99Zog^aN#eNXF0So{t8S)9o4sQk)1dZO1j^cS_>kKRc&Q1M+Pa`M04lyei+eaOY2)UV@=Zc+drP^ygS%#@-Nk^`hG~>!qDEHj7?Y4|?$IS9t)FuWB;r^? z&E3H3(h_M`N3{Zeg?^UCw{7(VsCBck9Y{(+=#=~J1BUkGySeKY!(TA;pB&DlDC z6FMb1j>R241dO)Xk5`nFFkE|W+l%w`ydT~wy}RlfsmVKw zD{gFSgN;=2KzHt;?BPFV|9EFTnVU$AV$TO;nyglvAFP`>Ux^;VRD6l~H9kBQ2MZ8= zY-xl%87T;cAflb{fZTF??!(_GCnA-uUmAeDR9h=7Y8S>8Y?)28>%N*wZ=UC;-ezHF z&$b1SXJpzpg^CUrlt&X3VJwO zp|*)tEQ&nGWkk)8w~pP#!%30H&a{kr^p1ZxaA{7HUBwY7C`q8?iJvj;6Cw2CHV%@y zc4|3MgVxDs$ z%Ya#MvD9lpFW?92UkH@9-^*_-C3IqGHium<9^359p8 z#pfR3xoMUIcnn33`}k}s-)OnAx**h1Xs)f3y1jUqV#(jjeSQ4feWj?me8!zwLE<2n z{7#4Fdrze~X1|j;Wn0u2+&r15&P}W_fmF@2AOwp6aVDMn>VRlq}(9i9&P=zdN;ZgQNEO8EL zi+Fahwd1UEFy>R)ZFcirFx9pH+{I6PphHx+61DZY8xSkk{

-dxwCP#boe~Ng z6Q}5!Kkzo1&r2vf;Sr->#wr}}%8ShgOuu}|Uglb&mG*IOw|LV@|H4Vi% zah_0||G9u^S)uYFkvt3MpSJi}H^EPyn4`g_7*SZr;Hl4ZP@mHeu`mj}tsrVO5FxhA zT%S!cf8u1?Vn>m{bGvEvHsze)u-rZxt?CCmIBYF_0>orBk_&ukUgTQ0J<{y~v+w`T z0!gMu)PNLVtCug=vR|2!lsTC@xCVfn>U_v&FU9Nf@3BGArD`YRh`jm*)#KzFsv}$d zOSXwHPi)`kU_ta5YWq6-ikDMFAO2>^ru;!JN{DF7b&vbjCl}e_y$5#VZJ*LswlO_4 z@Epr_j064pn7k1P{3dQ>q_8@zdd!}EB+2mu-z71ab%-k%n%rhjJ^T!5$e|@ZM9}jh z8xZ<9+OsQ#udU)YF3}A`Qu;Q2_Xw5ZeWk~-zml$xojxmPx(l3JN2xKN3jB07dkqG&TMR-zWB zW^S3KrYwnqyG&zY%xJ;3fB9bYPBKmtZ-*bL{+{^cz`<&1BoKNTU4@V;u-tXt@ zdS2J{NPc}L?E&`gaN(eNPxXV|E+@Yl>2Rco5W9Hqv5doQ4X)&?4JFgcQ?cY6oYi)r zniC_fCG3~_A_rYg!lk?Y?K?w~VVq+@1;c*(YgV;(_l4B)I=+eI;Hq!Z=Bhc%3{_id z_GQ4L^UW)o{&=X{+g~=((#wb=A}*GrKvyl282*Y4q5V{bntiZ}w9U3+)9&Y)zt0j?=-7RWf*YZYOc33jVQt$=_1X=&ru$*O|Y*Ka`J*5y4 zzTMWeMS4x1bZ1yaPrKjg)2{`B)*UxP;=5J|c`C@>q2j^C$;#={{HRlI&gk^o70f6I zvO`1e6wNv83)>C3*hFJ!x8MYgPr?ci$(bkP_MM0~eayaUH18JJ_4&>jaeBxvw49FX zWAoz|x=kAlrVW$JkPi@G-QI`@;vU1JSQ>)-Hwny@h^bD)P2Q;|C~Fy(PmOE%xRCwJ zfo+q?_-3PB)+LK39@AE~#ub9C8NR{9oemd3wY@7q#4C0<dLjFsOjZ?i2QfeZ&7 z)d+HZu~CwPclL7Dciy@iVAjCcx;B%-4ed^rd~!NYF;neZ1Z^6rj3=*7Go8+Hr?|n< z+k37Eg3T;T9Bouu4C+dp{ny{LGqgWYA*wGNWTSUjImCT#dRu?H*C*dldKEsynd@uX zQ3H;^Cv{`Gi49@(nMId2Pur#qt^z3a>0$e&*?SN)r~>3>_*{$HJ#|30q%^Go}q(xz2@705XNw zL50k<@D}sO@<~RoACva&Lv^XkpBelxJ_C`Vpc-=v#W^#OwSFG5Ri4-VsFbLDgdXzq z80VhZPl|=ft$0T+S(t0}_E+oD2T{M+8FAly4rZQBa?C>;!*fg~2gy&=H-IpwIkEFB zZhW`KUI2uE$xEj>g5qtU{;Le@V`$&9yoGs7Q+OeQ6%iD}OcJ@jstkQz^QIyObF~!l zoqTM0DJ>B|A|vTzE?r&jC{DUo`OAQBMTdM(7-@Axu6@lG>5kM(L&M$?Mx04YG7C2g62d{kRiA4G0k&F zDk@!ONX>kxGmH@j#)e)(yGpnM6{BQYcBKE$isi8J-ORAfY^C3`M}{qrKU@Qm+W3(} zc2!W+Q8M$2sS(MlO4--izLS+OM3#(e4bVPzWwP98of`DR>j<^kdD7%$DTt3(U`vP7 zS7Z41r*gZeYY5HJ(jIhI{g%~<*?v4!De47RbwLLVo)`}5DjQ~w1k0L|hJwIu9TSXg zx(yEdV;mA8uj8bmp5UDk4GK0vWUFH^K4qdv{CV(0-}PkSQ21^wbsbIHg*4Co(F^C3 zDUYoF(OMjh{^_7%`&hEDD7iVN2$6q|m={&rzX;N_-gVQW_kSLMG{hlSvEODoLOUYw zOfa$O?JR-4%6>f7aUMU0;r!Sqk376o9iaXxCE+Y+Db3rb0?_^FifbHM{mJj{49GW^H!z2MQ)v^Gdq$1! zkXnM!KhD_Q+TcntuBNUA7Yx|`nW5A-1a|xM$YZO&f*nQK1W)Uvq%ZWqE@?zE^;^=p z>5RH$wm$)zP>@#(Ts*a%;Uj_fw%hD$ASL-6Rb<+g$5hXWnwB!-Po&*n&3gCYY3gj# zjxp;w0>}A)A_cp!7H@@!kG_~$p4L}3(N)c1KNNkf+Ifx7r|OolE#Q<(MbS9lyKQ9l zqi+3Jv4V9s0;>!Z+cBFn%{{v-Lzt>lAK3Tn)}iB(o0rbfWfAEuf7ZggHDUq;_?L{O zH=iHV=ASR`WP%3w{EQ4^quIB-d_&RODdkeb(rdh_cM{9=!{FSqb%?I*A7q8&kbN*E z`#ce>4m`YPu(`$tElq+W%yv%wDZoIk+XAfadNNv5_&HH{)`kehm%`}cO)zvIGJ4U2 z;$ihGvlLZ z;TgO#>P2Fa;%F&Jy-1U<54~x=tAspSR;a~pMig8iXs%CzF-#zM9=-SWRS_5{btSjj z*E30aPgs|&HA9B)Uu-ivc_Y3vhNicl>rB>d z59Ul_!eM+*;oU;Z6Ih-c8%`$a_Y&Sk?aq*KET7m_n(bDXPt<$z5hJ3qm!ReHMn-aK z;70aRg0~mP@nFrs%IDA!V*hkH$Rk{v+uf}N5A-F@xAwTguf%7Lxd>Z1SWl0x74tJe zIk3E;l?1obqLF>pVEs*Rn0Dw~vcI19IJoi`h7cC)b{G)0lHObOyADL=ceID%t^N_$ zR<@@KO;wFBwFiTO_i;u_a(S%!$y;}K|G4WthzEE#Fb)74ic8+L+JhnF5nUc;HeT9% zE3B4{FtxAa1@BTcd@p%wZ%>WtwPsYmCi!eO`LY`~u{jZQ(@7<`cwlb$_C4A@AAMfQ z_N+p-HVf*VjmnvssdP5rW_z!c&#l1n35)$hx5Gk?^K8Txx>lpSXMzmqI?)>CZ zsx+{5>|wq?3zaWx@Sr)@2(2uJ4sz>3SUZwVbLsz`E-Bd3pE^Z$ybh+5lda^yy482+ z8ST|Hz~M&EnsZga>iWQcCmDbKtL2|>!E4qCi@I#-U335227}&3fCBtKwJG0J`;GtI zEB!y>xT*JKp!Z%82+bxOh7BQSXLSs@QcsqL>_p1LaK+F&Ywo^W7KCP2S!#Rup?Q{p ztfKSlxVRSxTf08x5**7F%7FP0hP~f*Y12(gl4I>PZ~AJZK>>c|g9>(_(p7U~XqkG_4JXaEEM7Ju9+tpvHSh|)a@LUas%Mtv}KANRqp1&9_4 z4Czd{Dsn^QVz#!ks-l*66Azu3dP=dD#3HCE-|7Prf}7%FaNdV`O;<{3$Ob))JzQKB z&GQT#M!D_X^-3!0&6)WK4DK{R5|(^32(z0r6on_4ryQjaHQN%lNf$=zZ_5n*#)r1| zMS(Jfi*G6ie-mj1e~CK(mD(M2y1`$)_t#@LOGI*6cHYe0N1^!P^#qx(>Y=4K@We=ja=0W8*uFg$0jqf} zFFMMSx2x+=xejf)dSVOndxp1p;te^3T|DS?5#9{4Sc=PF%?P@}oX4GyQYJ6tBYZNK znhy}=qNnd*Ova74<&|P(hXK<1?WG}MTl(skr5#Jb+ax&zn@Yj1RsL5S$4B4u*rVgX zZ2(+OlS>z}5!a8~wbw6wJ`RT~QklJWAELpAgs4wEX4=8h#>S_|>Q!e#!ZW7`wK0!x z!!^7oGHTF3=r;gBgQW}7Et12cuNxIh$BwnJ0tTdj{$7uJ`UM8J*{6-u=k8|`++qc- zrkdglyW~i{XldLYIJ?e~mJ)QPRMT>)dRsZKz1#aT)I(SY>O>;H10FNwf#uiK9`^E+ z7X%4wswm}@oA4^jAdX&liDxagnm!xg+G)7Y@6*T=$AEA1iR!8k>qqALLh(I0FDRfA zJqc;(y+2c`1-}=S#%`YE<-t%)HNmo6SZ`+A6!{F%lF8D^l?ThO`tfi3MxY=BrLG8= z6xQuf0B?VVI5+f(d1Zk{bk4U5>d{B~+u1qeIvNKQxD67}ET|zg%8XrkX6$s3`}UhV-;kwxc=D=W0CxO0eZxYZT31T>Ud#$gGf2Kk zQ#mqS-=1*dv}JPUV6vHotysUIGJf+F#0l0gtn!Vfpa(ROESuRden5A{dC3@ChRqLRF)KHvF9BFS^Kz27JAyl+3(PFS{~bO28B>UZJhEb9Sl=%zoxnRT>aoZ+o-U-trQ0bh~_{y7rCL{w_gm8`+r~ zdlv!Mtq|#ND4$tQqUYU_sAG6_%A#7vTx6>+h5c6-9>qKdvEK8P(+kt9V_Qycm;XFy zLe_uFGfXyrPvmr-h(D-dQPSqfC&#Bn7tpo{;H_sV!<{R~C^yX0%>1s`dMPgb8KADB zvH%Ny2TZ6|sp5Rj(|SjTgVpi-FA>(l!AyKns(n)qejusVSMMWsDl{K)3aq*ek(QI# z@Q3JM9fNBmF+W@`m390EQO88Z7y(be;_UFlzDS$3UY#*{TlN&w$)}RYl~&&LzN=~= zXs%cd1Wq23IpaFH0_S|#objgPIwsgWWF;7v$r#^`JIsEWWz3;Gu;#5eLfh0`a0=fU zjO%{?wD5~WRanTQ19Y~FNb`5;%$4TQ-iq5zIaG$Kv%+8ApvwaUG3}7yWUti%1be=tuq9qB6ZrCO?MhZBepzj5 z4#iV<5Nr->aDbN&wR-Z_bQ{eHoon7;S9XeXrnhD|;VSGYgd!1_8gXCy^57toX=H01 zvK!@SY`h#`2JB&`qyig0C%5goK}+Oq(z^DdAz6H=M<-tOJ0DBVbbF7H&&Fl zrGXJ)ug8Uj_LpFt07GXc_^*}@y8(pg`+pu+KCAznFK-GQJ3rlV#N?aLuH!$*1^?Ak z{f{8(np#}<`@965d?2?}MEXJnoQcA_$ugCFFc^5Ax)FV3- zRJgupjanLj<8d(p-1thwn!^F1rA<^MxDN0DL!eC^$wd!>FMRHEB@%Wnd(X%Rty$@@yJzEv#%GOwUw}hvfB$loa0LZ)ILg86uvJ z5kDHaj$P8sj?+b@kYvwl|F{55Yy8Q#PH=6&gs<#OfY1(=$fv?X=K(y_JcT5Q9SB zT6fB(n*6IYQKmU6*^l+UJQt&90zAoi)hRr+7^`W{)$%son0goXSBwwO{--7B13sd( zknepj3ft7ax?zGxFH&%f4f!dvJwRwK4SAAm0GW{5y+-p$s-Vkka^$6=VsJhAzDXgc z{o^}|DI;|$Ro{gNhlY@VF~87HJxp1%-vt-DQko13zbwnazkXwmybF6}Y@b2PT)nfK zwds@4(Mv)0HElG1^mC!2O}<1{sd(#jG7qU7Md8rV$U$o*(p24@W?GJY8XuLnV?(hp zIH<0zij%dd1QX~s=c_q0mVKA$d`r7jfcG$Sq@H3KU+9LcqU8~IW!S^4^t<17SkU)c zFG0WQ%r@gL59__}_Hgk}gCA&aL6NmH+sCWZ6BB#!Gmn;pAP!pgU209qr_`I#$O5wh ztMIE;$VY%wRV0@bcoRMy1tzsBuuL7 zG)9*9#nj{3@x15Oxl*5DAjw{ru7O!jK|6Im%dWJN%S2^Vx_ zll7`KpGB!`-Y_6%Ai%GuB?*=*vkkJ<8T=(>OgX@S&AOJaYDM5|Ov$~ibydnSHDplJ z;6s}oCHyrZPBz0DgQQa;tTLrIOU0CLf!WRWS5E)t?M~wyNx$T~D=;U+IF4X#Mp6!3 z4jFA9zB)N4ZL>?$4yr)cu!g~~(gS#0Eu>&!QkM@V4a_^(pd1-HC(~8Owz9Pm8PPKb z_nOvvHL%i;cWgW!&v%GM0BlNepqUo`h4a|H?gLUa9v;vfMJ`05OhRKG*P(A3F*{u zi8_NuoansIT0ruL@D6HTlWX%z<2amf=Y)?09NO_rj&)%s$Gi{1!>B>1_0JWWX+9 zgF7Ygv1cp>DWZ=>v?TcyoA))4!pqz*64A)Pr5V)eCffL(^30;pp?Ku7lj#%mk4UG} zlY{7=0|hh8so2)M0XgiVLpV|`>Rxx`V4{YS!K)`FmqZcDq1cZP@8y|ywf`=45OHtE zN3j7-?^{iD9dJv_0_j;Uu3Fe;D?JMPX*SN^yRA*(`J$xrS)5Y3cA~`~nFjCt$@Ey8 zS26_#_ippSubds@TD%v-7~gg;HEvtP=I@eApw*Tc&@dnWnP^ZZ7V~c3|=nW$gjB< z+f%c=)C>|Rk;sw0iv%ilJ+&MABK1DvyAWNgKOZVm+B_8;(fZyT!jlVaR2#s{{Hfo7 z+tmj6plZ|0mm|63!t_yw)mji&#Qj%s#sAXiU|ZT{2Y;?Ec=15cye9p||HM=McR7Ur z(1Ug5|L?)t%2{{hFbEg?^AxuRfPVkZ94MFt^u%(;jc>4q&Az+8C}w(O?$!;2kviqM zw4*Z3-O~@EPFyZUsOvoh1Z^tBu;qD31>#!~Cf9vJWKd(?e%Jr~Cik85>4w^2h?`n# zC-5jQx$Z)IukEfYwoC#t8ta;Pa1RItO53__8!%H~l;VN|EZM6UvzC91$F!yu7_g6^LIL#{)OU=e%u&?NxSm8)1W2(t;Dc!YnF#~ z-zO^@tqFwtl@|#9ws=N=)P2OgGm?!#r(=&&W{ZMzg3D7Jc{U!Dzg7IXN)Y1dw@7hO z#4(+qEpC(yWz#3^=ENF#zE#q8%Dc-4*5)S|6U3r-)vvPwB}mt&|Mz2LH~BiWIkvDGECRNXhS zV752H{+yVTaJhZwMY&lfxI&wNk6l9fW^Z+*f^v{3mR|egC4Dt`w#zNA@52PBo&jTB zn3P)Z6rl$%7Z0!9HhYg?^jP@0tyq#Xv%FqhxDAj1GUhIiYXF@p8U#Q6?9+Vm+s9vh zPGAxQqr;%u=WF#Sz8G2yM3jrq^5%hPwOZw^y~;h)MkYTy3|wULVOt`^alaUz*0}1% zWaNuMmBu?$=qrhMwFcLo7JE#4rUYWC4jHJ2Nv5q@oifZy`!Eo%GEZl5^BBx{uFAY2KRK)zXp zQyVgW_k-Zb(idJk?uQ1@kH!<8TZ&I9=t+_XXvg5O3~g~=MlnY1{9#sp)HQggSv;VW zQWzRZk^WtSN6Xu@)RCk0v#;-jj+vlR!UFs{H={IlPR_bTU?1xC$3FK>&o<*9;MM_u z(Lhogd`~G5);nOUyLREuPs+1$u)uU=J~~?LvT&rj-g(A~*Wo-1h`n_uoeT=lymVhh zMnH`wtPi*|B`m>6TmIq&AuaKK z?eTE*=rTd8ZY7bM*9pMXOoRe(nxxb8xgy z0BBfx5npV=e)K*XYtPA%lWJ^S?<(Zq6XSg|eAV(R9~pv(aPnx*V6*L^s?P8pB`E#> z_{U>;An0b0QzpO8e`pTAEKU^sao(VA>f!8_keLvo=_$2{QRu^=gm3eAOH>9$azYf`vZ4dN^tAEz?M?k`?tB4TADU{QYxY}1@LsBGajn;Q?mP_{o-e{IFW+DnB1Lfre~pRBMX>AgbOrDoy4&m)7TJ`iv<-uM z$1sVQ*9W-5_f9(WVxRVt6pVl?=oz(ZsAospR9LmtB;P`mKe4N5>c2W^@9<INOZ9i+N<83NIN@q+KaUomDFyXdDGH_i#)!Bw2Bz$z10;h)5+h zHcnfC?ptkkNJ`kj$KrT+FnO>76w2)LBjf=Dp3v>4C|LLaWND;bFqfKn2@vi<<OQ zx*I^w;>fu>tvg?BIo7tyP8r(@B+~wBcyEN`)SD@6P$^sC<4<;OnRTJCTJI#f(-@y> z_;rl&VvTHl@U3pb`1XsLX0Ge0%K_i;&++I=xu%l3wtmFKGjde#(uhkJcZZ!MAeSw) zpKxj;XUnE7Zx|!3zd?l$OfLG|gm;qlaZ=&6Ih%E08IFP#4_Jre=Mt^ewOI`%R;yUPd_$rNccZb{t;_GB;!;(&+*Uf{3+S=!oqt8!#H zc2x{@X_{*Q;f>b(e}`>d^B;{SI6c*M|1vA&1&&FsB&CLT{0VHPs{dbyj`F| zO+c_~{%F}w|2G6#Q0oaE-pyG56;0ZIFPSeH)c83+D%jxzH+anXlx*=Rpe20IkVh0A zAH~OSPkPto(}PF34?_}CCq%%+^+}Pb{>&g_u|vf%3)ozM@$@>FBO-E4?yI{c4C$BV zM9tgUK>T7x3Sso%R=s#ofA{W_E0et|kTrOTA6okUm}78Pwq1o=0u)$4#BUZnz>b6U zP~%`u)VF|prvO&smGNv7ej_&=4a?U507|^6a{y#%xEqje=D_iPsVN9FqwhNZ$(AtV z?GXljXaBYi>$QjkjMvGxZcFCQ0YT35rE&dxDQE-8*pC zLa-pzortzdB^LJX$WsXj_k(L&u9V&IpyzQ;7#VQQLt&*Ql9>D5&5Q<`o`l<8F}0s7 z{8;UaA8m`NK+F~C^7(Ve%CXq`mU9rUpJQPB>)an8MMC#|7_ll>L!%hL6u)d-q|tj>M*T6jG2iU zSJb|mWhH);ZOgC2!iK?5?-$Tp3awO%WjI=snba#M>Rd-xGyE)nM9KXPubO>1U?69h z<1}n_jKZ>Z5_8A=PoFPF&&q=83~LUP_}j~a)vXzo-<8tl)fXa)Uo5@3>ZPdBGy~Q6 zAt#l`DdPPS|Hycc@iY)%Ec2iz{Lle>LMCARQ1e!oasyGb)x}`bk(g3& z(B$JyU2S)V4c(8V=M_c;OUkUmkEG2%$Lsh4k?vcxh5z7r4(Kr3!<7*lW*#UO{=^ce zpv+)M#A?vg;D$d*ahafUziCBSe9~QJmdO)3?9kH()K)*HZiZ+%awRxs6$9ynExOAOVr^2TJe?NIFM4`rA7BP8kLAltIwvv?=41U>i^T|MK9+)LpmyhX zYsEl8xpI3iXY%#84z?M5HJJ7xq9YC^d| zQqhsP7ISOV4}iO@u6h~nsNehx<)k9cYh~(IIH2k(I6a!EBSfp~@u0HffRaaQGph*w zP%Q?dd}2q5JZklmf3X}&pdkPyL4*Ta*hJZ{S$9YHhBo=F{IX z2^N8xgUtwOI?xSME#Mhx+ zsR>xNkt5eZK$;e=-tL7YszRNVUps+xS>mMfV)6ppfoIY8^R~SDxtYm#pI$l(s;X!a zuSxXt+GvrC5SGTXf`C?95pP%wo-F1EnOnlyrYz;#O(fwkpM}TvBK;2(0A5cq(%XxF z7MZpB$UK|E?gy1#9PK47AT}RoS>2asb!dODg3uF<%cCqOL+iTYqMNMBLnCgR=S6OY zmDXfsYpKuU1jZ@t6GbEiTMM}xjf)RO5}7bL#ed#ZWcw})rwhQVG_%3In9)uA&-c!x zscR_lR8q6WGoh6^#l=GOh_je!PJv4}A75mVGlB%hMUY##v>wbau+kj~niJC3x>!HE z%0*u$g%N&A4Vk3Gv^b>|oU7nOUpc{A^$VGuhcz^K&yYCDU*{r&x@Ile;%y)oE+KP=)45PY(%^Tefg6Fmb z5h_t0skb-%8T@|4ze1X-sxX#v9w39NCL<= z=mgToRWw-*3Y?+lZCjFY3Fs7mvd?>sZd>89(`d{uFtg?5u~@K5sYwezbHr@*!>oR2 zDcP#+XYQ{8mI|d-3fKw|zzDDapJH1c^>7Zi_WTOs_Wf&gWOe{bcv}LU)r@4f<@2iP)Us!fqV8a`BmL-dWs7 zy-Vn~F7_dD=3iCGL<-BL5lqrcE#VIW*ezU=H!w#^cJZ^oMP*`~gGew`6rtG~yMT+w z=)dx|{NI|w|9N=&8z|Wn^}lglmLyDUa-ajB>bye#k3IjPt^IG)uLZpCb;=$9!nH}D zy-h0(ru{;(J%cT^$EYyPd&{{tvJN8*Y2i7!s9gl=+tvm^YOickgt z-I|@X2ZGF?P2Sl=!zzx!Ukgu$7NyJkP9}i51X2M$bHALX^G!HY6rC=UrsVXej%xyr z;V4)IXR1*lvZxf0z1-G$2} zu|HP`R!blY`QU!{mrG|AjtJsvp#_Ev*pCi;FfYIRVrd@^kqsW(WYDF7{*5(k zng`rLpNgUDy1zJx(5caazxLe-6*nhttL*cR=+3ltJjn^O~TT~=+R z_ZnhwbJX!lY1)ZDl1=66MeS%3*Cy!p1^Qi(cK|V(Q(S#IiyW zl2Z`#cko!`8yC=^EZ?zTOb0M+>Qs*gC$?=`vSCUrlAsRAQa)1xq zZZ@qQPF`F}4U#XO2AA9UrTSEz7{Vy@QmSKKz{&CbT(r`~kuUu&By(S-G~VxoaI=rf zv~nrFp;yy6_!;WeT1HceF5d_=uCK662C2EFVkd4LHZ}v)Rej-^ss0eD-PC>|>U|Nq zrOwVQCxPYy0y`d`RMvKgaGr z5=Z3D>=RH+QWBTjFeaKh>aS8TXFjY$HCj2Jnvga_ksWy+bXiljl z;Ep|Hvm6>eNS}<2f5}h_a%p+$+F7lxfgQZ}qIbM_kfwjRdkYV@bnb{+Q{730r2oAm zUdP^(ui6ESbon5}P_L)9-#-`{G`%|6%XW?VGM-d|kJF)1~*c$4{>9{r>xbWL3jG_kP?upr~l* z$(xy-Sy)uQXMHN*Xlv}X(f+*Hc#zyR|Dn5ke`#tMrCc{RDwM}()N2cf$M8ouQ8NvP zeD#4`t1hmEQ9}2N$zcy7u$h{ov-~>P&P|<*iE5Z*vRZ!@3!}j*kLF`;BlNqdr;3md zE`kbj$OZsLjp?)fdXwIGijsA`RXjXBm4?TfcxxaBdLoJiYNq`Og8DBF2HIN&0Ip$L zsYR}o>@=Y2IK9*;RNI)u&#CX1LA}>CgvHO;8$5;9ihV~O3VpQ%MH@qKMTbk6%A|%w zllW%yeaYoPodKk?q7|2xeQvT`tss}wMjsJ!s0z+5su;PNhjdhlw4lsSVqex_hZ{RX zOI;v9x3r$T%H4|6CkouOk?YZ0eeqCiZ*@IwLk7Ohumu-Htqe!E?3C#f7=AI|42HKl7I z9Uz%PnR;U6>e)~nnsxB!RW>Hi*R@14Ktmiqp|~y(rUp|C^%OM-XOZJc=U11x#PG}> zXt81kt-?%;wS9fM^eR#K&Zpe2lR9}gkE+?`)qxXwYg=IM6Vu8R56+5hIH9fbC|oV$ z;-Gcsqw6s2>@maU@!zluc2I&9iKr>o*ULb{n@xizxK8xrijJz)zhZCI z!yAJvzA54*d)j%nrzphz#KL@b?*oFSx1h;}-Q(~;wAC+?BNz3+9@SCw6{pxkcSD0noKMyQ$ z388JJwQ2tRYG?~JtH`H5l088J(4XxBKh!{0h?7P9`5WHQ$!#4KGlpT^A+jtx$pQckb+cz})i#xEON2!I2sD z?WBW^0hEW%hER0%IZ9@M2UE?=9k?lH%kVln{GYhhrwR~*PqsGE0`tQalt)cKU=f@x z@ozdxsWRKgefP$XIcX#^v^Uhqk8-buP)dGlMVNJ_L#+4K2U4yYnLx{~&1HPzJsu;w z1h*cgsHiE42;%`qaNqav@SEZkqA#72tag(&GS_c^(4rl%{;iXr4zytQ@EC+e*RSl1 zy#N}@ykDyT!S1yh(va z#CXv33-6oU=U6N^^r*PWrrOaC{K1e+3QLEWV}J&0??{&D-elv}w#kgMfcuu@m>&FH zTgjHvSb9+~%hFirPSY2m$Oo2TlgqA(D}m%^_)N2Y+2{Ve4S4Cac>v|Q2iwh0=eE1- zb&raBf={U}en%v0O2X*8A#LuN8BqF#E-cH9L5n%8Ts&TEsg))e+q{|T!M3TAghL-h zeU2I*vp6biY8QSFe%yn}53N(-^wSwdg}eJ{wo@F7-CrWc>C7t5CR}?2;%X&=n{rG$ zq#i<#eq_XDVOaSy(xJCy_J|kOPq?H@;3;GjQet+xAe1rxTb@9WWxlG?p-)4IiLyQliyYQQ9p8<7^ z4xA%;Q4VJ){PoGAcwU46uGdFP0}-G4kPeIi6W@pSb}t&8-6~M)x_^DF4%4JsEd`@x`!e1(bjc4-$wOUwM*2ne&+++j56wEtcf@ z>)$bw9LJucTg|ta!sEXa--c(1iWa|8UgJjxTImRVP~cy)AabDm8r3|~NZyxAyho@$ zE(!zD!g;HZXe%oK59$E`0JW^hq(}LL`-HFwaI ztRkA(cY;SF?IG2OwF(C#uBRv9#zcxwDRIA>4+wN%lb|MOKiJF1xU)ORAqHJOu{tqM zd0N6@CPTcrlv8xlOcP=CH=5JpPBSr2bu zA5MKIjAhY$>FfVN^)A)qG^eflp%f*%pT|%27TZzHo9GTU}!QUNCD4rCBeO#u9Z@!Y^PrA;mYRra?C>Gn?j*okSNADGu@w{3c0ra&j?aam zxwc5qs51FO3vTZ7lUKlluhJ%r^=g{=5IsKn6L-#W=Tz1$Thr?Xn}(+S-@*d=Y;(}Y zxGPsW?kRx6+n+Qm&`~7O_Gw{jUTX!&qL3I>zWu~arkD8Q_;eg?es*sgj<+YbL0v5Eht3{B+Ook){@{IL0(nDtIS zap!~VDokxkoT128=h1|x2)ks5g!}krBc*2%y z1N-_D!uoOE)w_ssk>Yl^;w>s2*hWcMcV~1%@7zB2)YZQR&R81O&5HU?$4U*R2j|Ha zC3D-I%o?WirBMd=IjJ35gOdP21Qj%Wy?cX{?711KxWbu@#XC}i$a9YRv$@@v71*cq zjJi{zq#J0ACn0`#eOj#gsg-xuXDJ8hq@eY<#m7?RePMHJ$STymI3UPDGKe>I{%9t- zS|mXn1GP-L4Bp$?0m3ZCh{H%{ZT%BKh^gIG{X zz!Tu76&yg|;`nLHdOVj}Kjy78hebLz=xWMH?g8H3#Bfb2!;T0jUr%)<5FMBreawY( zGI)%LtWag7AWyg{@ChN^TYmPhX`~6eDA`gIWORO315FDJ79Vq1GlAXByHPg6gsDKQ z`-6+JT62_W6DQz95_WXK!&JEGEXEZ4io=6fR~$*9_dl>T*R1(k_1C|3h>zaTlmF`g zvu5a6*{Jbq|mzIWow-}Ba4r}5E~Yf_HP{ab^1^q<+u|MJ~yuKmwEymjW^ptb+% z*qi?iivyIj_swgP(;xjSeS1yZHZX_1P*1j;Kogm1%j;uc=T;Q~%v8M2_R+o2lh%8o zw7<^Rmg6|8o2}esO4WT3w*J6=?i&gUk2)p4H`DWnEAtkE2F%aERSSC5LBeGZE1_@K zJ#5KTbspj5V;4%%TmcbapwnHYJlkD4uOthty5iji-27^wwRKbgiGV7xWC$_7Dho$U z(u$W(GF@*h@Or$@dC>OP`B5P35<{-K3i$jjY&D%Rg~lW)j}IT^0zm|(-GKY>g`6rHfT`)BKxS*K%#Z11HVAAF zWt@g%F*Vx0fO$8Xgo2br42t5;a`!TOMfL%dr3)?L$-c0zfjyzd3x91!H?N2I&4S1i zerOGIuM;Yr9Uf_*z10KIWC9Ly9b1ebY%|^muG3F6FW^jz%$u3HYh##fWHQyN)*xEuohP~>`K>>34GYFAAP>P{!-CzC@J&&i=7gj0Tz{*>QPE(|O9un=;P^i9?pc(FpoVNPOp4+U_tM z01%0_l9)u@JzP(07^v7AZ07#hhaN2%ws3GF$cL|-W@1<}(;k47S@8d4}%^6Cap2X#63QB*K`FEw#AIB4iw`juDiNGx2 zX8qJd(t~t&%+iM}1hPoUL6k{C@AyGt@qTEF`Q+w_Hr3Z}exDXsPDH7;v=Y!IJ96-*Zq{zHTm5PQwD7pBUr$U~uw=LI1!oUpL?dstEaCnjQh*Ar zF$}1xoc@#1eB*T_+BCs=hRXkRo&4^I3&mMA)SJc?r?T*XX%FCOD zbARTNAI0^ixR^gLwt4~)=f;1L zRU}`bKkT#qat;(85H2+V(hj@hs#o29Mr%|&Y~LFopJwWrPcE95lM*$=!<)+`KX12U zN9;0CxLI4&`%vo54^D;R(rqf^M>!Pza-;)$cdYx{J3J}uiLi&g{n6ZLIWo4qZN(Y^vs0ygF4GDuzJX=A50 zxY{F#!Nt(_cXi61%*r=TgX^bwk6&ZhpPluo67Nar*lzQL0z|eoP~Bb}2+~U}Z=xd- ze`yu;@l`(YhDGkC0CNaTncjY^`%y1v+d+WU5l(r3hDbh-;=~usBjegGUf`Z(66THu zJ^ox!)Jp`n!kT;D`=(=F6NNa~ePNygnV?FH1JjmOdi*Nd$J>jT7 zaNS`Vqam&_9|S!ihW3?#{Hzenbhv{KCuDZZ=e+mNg6wFG$aI?Re8XkMm3}vDh3r`* zN$*YB^80l2dMfhiYiXg7p}t?8qR6Y&Jv>#L*}PUS3{^*8G` zr`1+w86Ia8wf|ZqC_+!QHsFRe#PVre>ZFF?2s^yqX|vk&QWug@)PKc~n%BgQ#WJ?s zo=Wtdj8iqYkeI_S5q1UK`h_5|ukv&qC0OxZ)K!CL0HW3%mQ&ILM51n54k9#FN0Hh( z!cSK=P95cj-#Vt!Z2<%=u$#Mc;?JHEN4_b%eS}(H-}vj1 z|BtpejY>Ly!-r?4X_{)v-%Q)6sncRki#lp*F6fk{si|%53uEr$k|J)1%uI_@xfG`6 z29=q)Ac=|#qLqb1F60IRDw!!N0=WPR0?)_!J?H=8H@$fNFCNd~91lnNZlCX$`?{~| zzOH$hM8JP~uJFS*Y79pP`buvR5U(+zNyTQ-@s*d~x_f$(?;UVxy{2X}a;A)G=p`B0 zl;ZmD+6j40N1FC+DN@)X6p|?_rx(9}xxp_eXcC!DD78vzg%KzW#jG1TzO+=vPvMmm zACJJug-IR!(4Kc_@d73J)5}d`(he2M9Nn&T_UN?~~vo3e~i&JJ8jJJ0+2UmN_C4(imj zzZx1FTMW}Cwu-uul*PA4h1YkuUiJ6)$F@~fz1^m9{O|R1o26;q8f8Z2b&RFU1+`^m zonuK{R3C3?m)N4kuMf30sgtAzS-z{M_Vrh_XqB>-NF2cXHuW_&HVRf_t&)TZT{`GC zq=XeV)@389Lka(N^lQ?$>n4gka@X$KtX6w?C(1C(@Je*SLh zLJoR#>A-_8H+<8)Nhj@{sku3Mb%{qt@EI*ss=aiTjvilP%S9br#fLo|Kg;T4nkT+l z4W#Q9_NKkn9BkVQvsF* z+;-)qnl(W+E^X)e`1p*A;fVsaE&*TFIXK)|F$e9GCsxbv?4(gm zO-*EQ@A0&tOD9V|x8W=u>HOq$UnxJPZGj5mfV(5s&)b_7(80A+gM4JQe|oj`PU_f1 zhK}%?Z5j<>NDe7Frmw^zmaLiwsq%fLR?;XnZR-&ioDJm}{fPBbu#P@yNmUQ~Hvj9& zzgJLmkdnaJ1h#+j#0`VuUJ&bJ#jmL!b<`_uV2YUi{SyJHv$}4HJw{zS#XdMXFWYkN zXE(`ASx&n^nFEmk&kyiBSZ3@ckz7eGGzn|%>vM&3Kl1?iNt9;LrRq^l`Nwh9H@$ze zzF}Kgf6nORGk3tSio3ge3skvSpz4?FdlO%m56(h3*S^^nPe~OYk%=!=xQe3;y`I01 zmg=v?f+M=xj~jgV?)^90_X4l7Jg1g&=Yk@6`rXey2DTOl$R#IUXn>P;yuf$uFE=jX$U|l&RVRPGf5PqTwBOL*L-WB|Ve$QD< zx;%so$%0-tbQ9;#Uk41G@7?*MEb6(8U{K4|5g3$*xMD`?4~v4uC^fY_brDEc?pZ`& z++~ezuBJs8i_H{5*nQGjGxN%j4>w8=9MseS4KZ4Ikpho;5QhA%*-=utbp{#(dmEWj zx)Wq|oN3Jn4$F_u1)li)A;XbFh3)~!jmt`OHO~ZN8hQl6nNnV#uQ!1W8I~O@^=lnC zVWzJq{^KGoF<6|My_GLsOIbQiYrhPNvlK@W&mf#>8GpJ`g5LoWUypeXQ4X<0K2*oV zwAIIt$74f1uLU3ID5`!~jL>RF3_%aV=zQ2<3T1jSHKw0A-Qcovd8`@( zsYlwXIXNBEy<1n$* zlRi zD!3e-&P0{KYxOInf#Kx53TIik?6;d>4h#2_fe4Q zpr|p&uq9kZ!js?*VHw;V1{o|e-6hf8bh?4tMyB9`Gw#ncPu%q1w5~h$yh)88zz)T~d5F8h*&(b}@bKgcB#0 zH*dQ78S8E3dxPJ2)3e(OR;Sw5JfMwpX??_8-$uD>OUI14y z%p8fGRSDy&g!u3d(F^OTn@?FSAeX~0KlUi4-bD#Tlz*~cH&-xpy zYb>;n3As9WGscCj5ayGRrRFagO93#08Uf!A4BeavQZ#x+TSRAI=RVos0@Rt}fdVHD zVCMJnM$lH?Jko3ADX=5$xlTfC#jpds`KyR8wai^^&%pCS4vXY(0OgfuANK(HUZA1D zFT6A8Q(&_?$2%w=+v!gp(`K$#n+B){_7oeSCjDsHd*`*(6pv4KU2xd;j_1&w$~UdU zJ(^kd<bWb?i5XFrbxozyTiR@tCFCD za>r`{TVASabh~ha?9b>CXv%lp<;{b%rI7`9h*_`05L*_{ypRCaJ`|8q%OEh zG2+I2>jQ^H7rQ1awqg{iA4)M|6NXUDgmEx7T-%T}Whx4Q>H`NY!X|ap#|eZb4m7v; zDObc_(Z$0gL&sUu@w_F8OUIasK&01~T0Yg%9uOCp=URp}w3mH~B4;;M z*zY-;C^tYc63zpj)?HnZN_xNA=@cZi`TJ)AJt4wMTK6nFqA3hvebuWldlR!<{QetF zgz$|ken%EH32CND|5%HclK4016{Ypv6Yn49GbJV3BF$SM0&_EeZ_SXG&Q{=T!!3y` z3-(Z5X$&+>OyNx2$r3$>?9w^LdcVH|zm|IC9ahx=96L%lawFgjt7En{g+-k=D1h$? zNPgs8uB^KoH}fc?m5y@V^Ju(!*U`4E9EEJw?p4yoW|d6L_uv2M+GuU9K~vy0Y4WvLN>|csJTG4Sz~-pL zdJ$W>gKw|YjUbhA7bohxaY5?`(_o%BKQfUh9J0NkaP=SrDB9D^{#B%|Tz%gKkw3U& z*gk?tOav9GrbYY{GJta2CaJ+%zteFI6kSwjZYyMQ=qVM_v<_Ro>O&XAd@LcCEMddA z1=9cZym=n`kEK027QObqW8=EqLn*ZRVy#=hY4igYCGqBs+A1IS^qO<$Url_HOOybK z*Hg?zTDMMHa{zQ4lUV31hy6Q$28@SwL*#z}WY`*;zEq4P83Oc@1g>&B0e4}=Gx}oX z5E7{Oj90Tot0&X@HYvRS_gH^d!(Bcym2U_YYG`VXP4^c2Bavk1iox2)k6(#r`a1zm z?aKme>Bg`AkWMWb7iJ;_jm*&xZ|;oM`jh>B`p;DgQks~1$R$3AnwbK%*`TAp)*Pm@ zP;Q8#HIhi+)bWR_3*0xy|;H^82J-nd}rAw0()mWZ`11fVNpDxYajNEd54vX zu>tj|;>dMC-foEd*TlIBFC>d>r1SOkR`2@ImZ|On^0`Ax*>cbhXob@uOq949ia6kq zJz7nlpP9L8t6az#i$%+Q0W^&gnp}DP?K&cBUZUG_SJT=lvb|}`pC+-W7Zm9@Upx8z z9}td8-l5`GRaK2k>4(8(4h!QUQ&BcJZncgS09t?wxtBUGB}ctcHuJzbmDru}UeqLTn+$6On zu=8fi`JX?o#=1eo_pOvGlm7efjmUSra`*<^6q_1IB;l%R9jq;_rio-7oocqDOWJ%U zp#Zh}nAdw&*z3Q(#|pM-nzdC-9vel2c94Na*4uPlUETFwhln3W8N->%KLa02;0D0y zatgIZmqC-bC0}jZwoM4f$xGzjP~``3Hw!GStj2EdIy%ZHbO^y>=B+Pkuuw6QS` zaiw(GPxMMFVDe;zZUqsvqbK`!uZk3Qz!3vdiI#!8QyI}zz;5HombN*(wLx1hgOt8z zR8jDbqstENrhjaw3CE4Ri6SxTH1Ucz&giEf^N)R4Qoa@UNxor)Mbb2ALcxzmSl4G# zX*Qh6T@bSlGeYdaOBk2i_Z<`EBeu?F)|ZbIPQ7#$$yZC2!!^?-%HN~INIt~Q$1-+Q zK!zU!75;X%MIz->>W-Z~q-#}mP{6_#48eaC4MO#~Bi1K@UC}fUf&c@OTE=0FRzUkX z;sVI~142Bg&K*8<?bL_pv(`>OIP$H1OPew*0Ut&34PYvhH<{> zY&yoDAyNkd6_Rser-5L@kq!RXXuglIC&GVSurlBLAiua`GIjeBCRKSUi<=PBGXvB7 z(;w3~y&vFGr-R7GK@N8QTwb?L#pRB}tfKqMsaAXh=&&z)>9Y8a6hiI+cD|R`5<4s_ z`b7fbpMgX?o&cu3wy8tLjRN%#5HzHrK9>nozhBJ-_}GUL%f%yv*DpqQ;22$0`EnNpW_kgXzP(?>e2dwKPM)6d&1I!Y>X(V{)L^ST$lz%*x)ODi~ zQ{xCLt!DU!OHhi;1?M~{-;+J1>-_N)NP)0&0MdauY4$y(@kzb0I~R9hyb-BU$;H8? zDbWOtuTo3da8P&@M7FetPSG&_Hp>w-`~0Z99_aJai-WygG#fkTB&WnPV=$1Ne7dJX z8X9fi4H6H>(bd+9h$a%E*E^c9rE9%)w&iB~jUX^v0lr-wF{r>5XH4n&){DTMQ;T;x zOP1=!`4Y1&E2g04$U|`l`h3?f(Hj-r2!(b&s%k@OmTaT1uAKUN#lia8kQWgtl!U>4 zaI^%HSdY5AmlWE70;(;^>>uOtd(5f#fKJC8wk9jo9Hi*VK_wG`UwAhdM>)h}wjE)u zU6*KP6wLluXIhQ8f(RQUx1)iymT)NbY~rs^ymRy`Q87b=$v+~fBVkAn0+O*J{cX*D zwX!E;ElG*}|sj#9DbsX4U(V$v$IW(SUVdyODV%&~@DpEv1%J z8a%{tx@Qg;)~4GTcMR5f@2gH5)>J&5>U|w8IoZN6=*~rtcuiV-$TM^%{l*qqbNE?t%NA3u+viKLDkdxe_472-OnPe!&^qPu z?ZFOta}U6BV*aK*W*T7I1mXg}*BxJY`|3XFCDY9MFbn7_X(fZkbtb@sF19;?mOgT+ zdz6uxZ87&%Q6sP6JLaAQ!zD5hQVu#ZoI+W@^_a^v`L``9f;LyLLH#Nf?;ifur}&Cm zLiKTA+s=;>fPYo>_HgyS-L69=5K+Bsz@%I3O{F>8>|+reMs>Z(3(JrDPnil67j9qqqh&oGg|zw z0r&rl@(@_`@`yKE0x=acF=O1?Xvf!t5Je5U1%o$c-+J{!n|1k8*|kjGufE3Avc-qv zDsvyXv*hw+X0W}(ad@AP@1W7x-_P46zP@UC^PikzkyZ04VcJeOP+{H7HM zT7V6I+~3E7(n7KnHN4-@(bB$qH`QU__L$M2Ytn2|_xfAzIj6}_+2b)6=4JL2p=8`2 zHYV-IGf_@aVyhS{o}X=y{{pNSaZZ(yUO&EYLKWd+&xAr}N8E@Vgu&JnPBJPc0>W+B zS(~G(br<#Ox)OtE@@+_Dd5B2!)t;EyCxZ4FqN#<8f| zE6d})`~Z5woW;4n!o7>~-pPg|YaYe)gyT$(KM5MPD{DP87FmK0Vq4LR10KVo^Mj}} zQnQ*=la_Ni(zgMvSnp{jKVr-iwioj^KSgWDV4d5(ph{ZWH&J-UG<1axSAEZ*nR#%{ z!p?3Vx;61MCz}uO8M>S*Z%g~_Jk)c?J6JGk(}yk>*>@{FPAF}3U}NnK;c@B@eX}W3 znes^5G)1nZF)Vr0n&F$pd*xB8`2%ASoj|98sPn{AU56O0t&LB=H<8I+#jO-IWXszr zaW{i;bCuGG=Rf#w!XIaRg&sEkl^AkKwcp#>g9GEI+(gv!+~=&B79tp4+Chm%)3Obr z!EFVtM2{|pp>9L3Mb&9$r6`h_9$mEnDQ>!$O7MJ&bV^M0E)L^p&gm@Hs}WOj9H>LN|b z4YdQUFE;X@_RXTlt-Xl1Hga{Yf=G;))~OM#7bO-Qr}&-OAQ-{(16${#67NEvQeE4= z;|nD^$5z>_X_Z*B7J@xBJUskQ`D3-zV={KZL2GK7u44MglG>NFlEzbbDd~4F%`kjp z5qEYgV0$n6`wIfnS3}HG8cmo81#l7*J$smtL~nwzq^V?_{)<{MC!FPcYcbpb&avgSB?^4Z;nU}mRwgn!_+ex5-TJ_J z(`4E0jgqYP8HlYDZFlp#g|%iLj(e-g8n8xK!B&IjhtF*PG7A3tKS?8j87+Wm0dNjL zL*YV~P7)7`6pm{hw^?2rLw&LG8=%W9Y8x67=n`i`%110(xtf&bVuMR!1|acz>tneM%k2tLI^y4YC5VX?3aqoE87LH@j+UYNF^8fb?f-JCw4fG4#@OuMqs-VlY%O z=Lz7HzzX2zf0Nou^3;+|!6bTGwYZw3sy3Aq(`-cR6dLW2OHr_pjFKldMRQ0H&b_m* zT}n>W&CrW15mjNxmw#@2qw}*({7M`h{U{d2_pS9L1RzOFyf4VnTKP@-sZ$N9B=$XZ zDIQ&CSlgFMMacoGQc+sh@X$~jpEtx{w60^wT-168WF0s|Y};s4@xqszbP@nd^&A!z zHJWRF{CIP0+N7p@$l_m31Dhg18G6u@#vHQu&K`2ZMhVGa+0rHN9@+Vy*lQrGx6jcQ zumUKljorb$ak@HwvbyB(_)jWv$9k?b_fEN7d;ho+b@OD3B=m*Vf} zc#8~{)cAti0|fIk`|P7!EIo36L##h6|Nd4zW&~!8L*81)kgpxK5-#=bTn3_kS2NhBl4^i%Y)K6_~ZU( zWPUAqv@i@iyZ%IP`t9Xc@Q#6ji|gM2E!Bi}_Arwv8V*B!MzD|^R_#ehrxPlxt2um8 zZbxo$Oe;+x0ubCvIJvYs3Ld7s^yM<0mW9c#j>&c{EwH;lI3P_scY|;^&23Ez+GIKx z2P@o?R@0QW={PI|+4|2%%!k>+>%-`Y-TC@(JRWbbcRSezC2Kx>>1p#LyNq@otpD{mQ2GDYpKuKI zqx{J$e*AjFh$n59%~g+?GX0j6d*2}w7~WwmgtV!n;44R)x14bTx#Yis!C;d9-~GPY zrzpE{V)5?-+y(kg3iRf7E!iJy&C{RR*ozDfL^?VN2z2fB)>^A?EJduWz9R@OP=}P3PC7%Oo%N>3X2D0_%y2Gd4oD+RHzXJIybe7fL9DirN-k>yZ z{^1Xlm@g~PM%4rsW{yw?0|8h*#MFR1Wr_Ia8H=BY`1dAapX^1sZZT_DK@`ef)GKUj zPmFd_%?DPx(Hp~l6?uY*5nh$J!YQ%yMF)~(9u^sbs|4VJz@EbBE`3k)cw!1*ol^a8 zyG;7eO9hUhb#JrXZyMrL>VGIs`6IU4^mbcEGc6F`3&RS|sW;x>#aZ+Q*O zxjaPu+U!W&=5LA>(3$l6C{oB#UH*;%`e-D!V{Xqon^zWixE0YyMXyZv2P4$(No~<# zdHsFjJM(ve*fu{S_87#MsA)f@$9ky?!j{y+S%p3WKLajz``wzucmkyCoCw6i(#26+ zA{V+$$uy&wJw%6!?`7}9vzI`U}tRG9^oNkwnj8|!du&>(0*QW zmu^i*iYj+MTP^x+cuRW(^CiZ`5PFDZ1Z3+009DlV-xRz}t-tFg=h#Mp3FvN3?EM<* zjI)&(Ll$^LR5=}~b-;?>_7ahxhO#GC_;#ITwt-uul{EBXH;n$f z()lMhgiy~r=#+eVs?G)D?^P)fzn=MqHn--3vy8W#Idb%8W>BY08LOS#1dNsPJ$cLN zltOT>9tiibe*cT4N%<3xK}E1*sfc1zcVCZTb4j2bfN+|b^hH!zLQ<~5QDk%lhJPNtmK>XOE2Da>2}{-ZmX$d|NWdq*gOfn1#m}VP~>HTqcs6> zB4Tah#4|(x=lE?OAY??km*yxCfE(*)Fiu#OGQm27vApjyEP5|Y-O;V5{(=_G=(E&A z#)Ax`Fuk3NvthMonP<(80G{mcPad>@Y<~00NM{whR*XL5)3t~0qACw|x9^bLGSx$p z2=l6E^Crih0r$sop;k=Zu~0ufn5)T8&v?)G`|tA(M1M-WtxoW3oegL4GPb#$4Q+(G zc!R89jV>KC{)0)fLg!x8ujdK0NsvYLp%yf)EbD>xgtuJ2QwS^FEyGR8)> z?oq>j%ev>V--9`WmeQ0)_=8}RBMH`NsQT<#^TZV1Sw@?=CNO}Uj0_dit%=T22 zeOEs)b}9CO%hctX@LkpZ#d+`OKWdK)S?ze2t`I1pUtA-S4!{PA2HO)N^0H^O=ZA>t zmv3dGs5iuH{j-r;5_y9^F7K1JvtbY<;gUV4cj*YjInh)86YXXO*!n6-p=;HUb_4V* z7_A_oErYYH5T2OXO#_a&=_mQn@uM+#+8q2?m}i8)p(**~p%qKddY_co>2L)8B`BV$_exGY$KR zz#)-;Thl~VsJP~14$NzqUwV#e#M=fPi@@I)UTut_Zncr#e0nVyrz1&oHinHa&BkkW zq($?0(z0`AA4sw={y=73t9$1bW;6AAL)ykP%TS_MP$L4ED%*|%S?83P z9e^WozoOZI$I4VmfK*9MF4yPb?WB`u=GTc9{VpEm! z8x2tg^K&5R_fMk_UP0-XHQ!B+{nn%IsSaaZ%MzdJejKbrJLSr=$ldRA=pV2NjY)PT z+Q#6fS;9R7DCJN>bFjI%@Ic`kje?r)aPA%x*|Hb}-;~+0ryF?7jWz+@xObKW?)FA(lbJb_20MAGtLhCAn-$RRjidRUC%}$QZKS`eNfEgQY1J6i1bwm< zFv1dep5aio$;0T8g%^taLyYynjF9D#8pPY|l7)Aj?}`TL2v^>3mz(OUR1I~x$ymX@)bWzu+6f>#|;>&8Sfd!|WKNBBka9i!)wlcR~vLtEzc7NiT zk$ppZm{CviG}0|Y;;Hwe0M{sVAAvUU8n(5EJV-X?5jYR6cXBX7exm#`Uwk~MvhF|ySi}Q}*0MpK1!Hg9 zRsXRoS-kG7xCGmvZFS?x_7I^Mu8aIlWqVd~*^j9~Kg=|af;6Q+vt#D_7>@_7CgzkA z-KY=fUO`)7J`iMAqXbEpQaFdu~f6jYo+ zl*mQgty|RTrC+?aMNDRyw`#_=#nBTzJqtLEu!41J0{Q-rO{1kr<1M@{Q^Srm;<|Qh z%!F<|x&6eixJwol=t{jjVtejlA764e~mnG8#)%!9)-Tp7S0`^5? zK*PI|jaE=EdU{IH3C9E0$(UGf`}#}xdWTzrYROjh4_&feU;?c$DC>knm)sC{_82At zCEcQoXe`Q!->Sm68EsKrbelka=-32Gp?_^kLV~t(y+$P*)yYk08bj7Zu&sA|0FM9gPbiFe6j6>V~dm#S(ff}IYUPqPK zc{j8ywHURHSs;jEvO-)U) zQGh=pa{s<}0K!?rinxX$!0QmRaeFi^%*Pe0Ujl<^8oug#UN9WHH0R(FSF9FN- zP_8h`eEeq_B&@e+iiQ0p@Ku10j?LOi+`lN&FMfyDQYd3U#ET??YP?8}P5y8TD+t4; zJe{E*9+iH~bu*APuFOnyfdu*g{po7~(5`1{X%)f&P^vabG(O#4Q4)VUOitp&EVW4l zHQx19%E||T!9btKYU271$>LuN7hZg3T*^y#+LOtZl!toXj-w3kjJD&^EQ%^10(W^OlGDub6YGUDyr*tVg>TAKTIb z=e1Wbj|0u}C0C0#c)yl-x82`p_(-YV`Z>D`oOCMyr5d$ZpF`&=e$0Zt!?PF1+3WF72wQ}|Kfg9+D zB2Nehvf+DHg?<61#!{X&gI1)pd%?vf!;&_m?CnzuUADBC(@$$b5lBsbbqv6rs*YXWojBQXRc zR*UqF_s`W9xi@y}{=@UxoIk?KjT1F;4BMO~-uD=`JJ=7Za%-Sxp}w&VC@$xjRGj@X z$B|@=7syC8B-pl-0s{3$V_YkFj8iKxX3z05`AF5fu=TLFrMc))!|Ls^w3(DFz$02A zhU+j2)XWZ$$75eyyqGS0aP`*wQpFe>3>u41v|nztHwJMleF%h)l)qf;~jw+ zj?!MiE@8CG9%2v}yb}xsF?uQv^|zOIQh`VnZ=tWZu4=8PJ`zw*G(3-uF=i7aC5&QG zl%+QjJ_pT>Izwy=6?^xjd3P}mc0;Ge-V|rjL!zDi7hZqN-Vk55p zvMd+uiL)7Da&NVMU6e7q5={ zOr3yLQ;<)!jTcHdFL{JP;f1=i-A^NRk(K^(zDdrHcTaHR`G#>m;B)2E{?f zOR1xCubfI9+V2h7yehip6;dDes}$LMsjGl@AI7qdpFNC0q23Q-1^xCZV^{8@Uj0MN#5#S)ODj^>4{Ag-|z+qsMCHC9CTfj>1Xb3;}I+0qQE`_VN1 z8v}}P>BBYM;)|{9ddSE#Ij}yu+0i(6jt0p0r(pH!uLFzji49toF>Ro7bl^=p-e)96;i_ew`lH2UMM5ZTW$%#I*9xPsa_BS-( z$Ars0PCYVAZKlP~yvlJ-ERKWVmzt=L_622L_I{VN(@JHKsO?>YGl!AmYAz7E6_y6* z@o@Ndv*{o1Y@rUIG8g*a-!<|wIUd@OzA;lgDvEs;170#Z0w&aeC@0HK_!Z1iU`YEnM_byuBC&g${c<2bMNJabkAwx1p%Pj9alr z)=v=0*Dhof*T2cyRCO&?U{E_$*MZ2w2dS^#mTuj^%tT+7)KTB--Jg?9q6Cw=^3=xc zd+FoG=YV14vHLZn;pT(({-Wb=X##vMgaZN|f^p`PmbR^J8GZO4s3zAN!BAi?lt^8| zSN+borA^(trpE#Cl`D}bhi1&E)uaeD%1WP4 z6VRfeme;J1ankI~>3u|cN?xpEs8};cfc=S8rkUWkD0@xLk`5xn2@5kkgR?Uwp$Q4~ zVH}@|=Q1Ua-0&UF`)N?OSiRJD`Ad-2Z|l_`J2v&i+1+GyR&$j zj3VyzxxC;V2dobAVVM~$QsdJxIAhWA`-SHAy3;Ktp0AMdA7$1I1R{U#acd4bgZ@E;k117 z9@w{=r;md6qbM1hLoh z#0);EKG&2;UwNM06sjjX>v1AGzR$qpKYG(j47@(eJjPrpGzd$4AK%ZzmjR>F64X?s(TnjUbY+2mxlTrzgHu0YKm zD3yhX?6xxOOW`rUp63ykF0z&0Tzb9Cl&`!#N|vG>%UlSi?R$m>o7)L`Dg=~?Ki9I9 zJqD(27CyYe8uo3_X?P`C(N5!3_^}>-0H%xFr$J)|=JG$$3il#mRmYA)=dNzulgfPj zYT`M6up(!@3Z1w*(gI zZ*P%K>ZnHi<7v8mVQYV}j3bABmaZ+)$$&&`7V}kNhdq{-mLDDLRSAIAYC(!91v-)! z7CgT=Rhz-TKKn(+3&06Z0a_+?odj#SefxIO7?-#7kN!+Eruij4fWk&iY=!`Y9h4=550)~R)?#YK9RaUHv)NI!#)P%DYxOI#ongwFIH=m2x(NQn6&x&7vtqZ*T zfKs*E10N5XsXpZ}=a; z9Nb^u9~cEMo9FcJZk!U{wc8$-u{ZwjO_IWut4m4Je?zJ-zEI&mS2KSBOu9Y;5&o~= z{u5Aq|N2Su`ndRi{4@->|M+RFF0NV+ZyIqp_J8WvFbGs+pY^Q;uLP-oVV|72$?_oV z+t7pc%G1oX;Jh$0^tp@VmMk9hf?r|u9nH>~9c=4dxom2A|L%OOp!1;Bj&j;^Ec?q6M-arc+;|mEvwucMjEPzlqJ;9?^u|P zyAJAN(0Jn~Mpgzag#gEXkHY82L#%YIK)Nf2lJb5G%;X<}a5nsz+EJCo&+h{%Z0k?S zbPh2ODC9u8qrf|Q2N*`TU*0xnN}6+h)L5BH`{riRxOhF#Xo)X3e+oPJkEf7;bwAh& z{ynXRm@e)!YK4MW5K?({8?KN6(>CqfcW;nBuRb72wJ%H$jedBUSTQL}?|QuqPx>*W zc|5s;Uu2(3$~oe@U%q$eaC~?p-0qZ5OwHuC>Vh@9(ha(IG@_T(Lwv9`sXx#o3d4{5 ztt27a=9kK=LO>y!+U9|DugL%gg}94Vg1koV%L{m>hsEJ2RSij$^(3Io-y1~$X?DYw z0sNvSbzqk&;wvaZ!J_7T>dTSsWrn~etI?`A;q*pM6z ztBMknJ<9LcVYydLIvn8xMXn3kP&J^8%^|tojhc!PFm0I9 z5L!*@#eiSTIQf+rltJz2{=%v5;)=6oEq?NC)jCyx4se_TX0UU64Ooo`ww@P)@?0m~ zrZ(u^)}u|19yP$l5T2?Tw2MD7K=qR4oo)>FDD}Eul^5knmA4o+W!**XHk%!ttG2@x zL|q9k3y!u&{+37Bu%ErXV71ZzD1+ehO)^PAwT_RvoMRrdS444P+n1bQ$`9V;(6~l; zJA)F0^%RO{N;H2QYL7YT#A8_1Phq30dx5I1liznZ)+pN*tn=!=(&rz( zrU^AA4}*^mT0Rx2eQ3qknXrl~P2_gHX^`gdlGx~#w56rx`dpFR+ zG|Zx!>!j8+;p{u3k*9yw-2k0909c|TFLwhwPkq9MEU_6(7?j1u%a(7&$EKt{tIwH- zyB224akB$33mf31aed**Pr=r?pzEl}`7xwoL|n&DO6ejLT!wLUmS)9Syha1>=-M|v zWJk>$rz5?IXH~ro{vbXk#=7NLn~K#&GGv%q{vTvDl}UPXpd$L?fl`I8?@o~(OPD#{ zxizv8LeqeYU!~B#FSiWC{)YjJC{=N-5~A0B4YGc2QZ0q0R5gJ)COka%aTZ4K^NhR{ zUVG%dmhb+prA@(?>(<$ce?U~`eMZe7T?K2EG!Ya#9+8gtgdjme8Tm$iYy!l`n@{wuNU+U4f zh9z#9;W$oc&Bn~lFkjF4QC|6<4#t{;_S~=@bB#ZJPBaBK^wvqp1k~N&+{b*~B~4gw zjt1=N9(BG=&dy9!wt>ICJUA;|sMfp5*^J`Hsjdsusy5e@PD@<|6FTna^Hoe9NPDfA z1L=D%T}s@X5vSgNWZaTB8Zw-P@xHC)u&4V7a0MyqKe|}}t!aF&+!)e4f`Hv|=TU#0 z1S2~66QM!-Ev%p58!Pbl7IfTJ#Msp- zgRPfN07KM)D_wg`$jg3s@zYnPUVQm>@SV|%uX`Ti=mdp{?=e!gZJC9v`O5!8JCZ4y z+zYLOvx84kd_&TjXh#mjmN(SoY~ADe{T=^;=WNWiGIpX@)mE&nmm;Z-_gj|vB=rPW z1AaQI@hCsQx2EpNu(_MzLI9nU#IJu0JWou@U8pJETyg|$u5GkPr%40G$LM* zIwq}F^WDhAlRj?m{kmEYNo69dT0h%e{l9(Nab4>FzdygL-ANngEvEc`v`HmeO9`m;o9`KHGuaymR8|DP!8)1|!;6_N=z$TT2Ih)7S)S zPH#)*{Gj=dc|FD_hJv4fKxzL}RP~zA_HG3`Pgw&X-0C&9u_Fw+TTz`7qsLCs6JLZoAM>yZOCiF42lh(uEYo6ELuu(j z%ewoZ&KGcUr^lCx_a^R#At!|CM7Op@eHy#oCu7r%Q)jd?%H5t1pKY|Q`2;Hsr_a_6 zX*AV1ydZOf;-U|@4ILVzV232Xd7bBfx|vDxG)w~1yeC=%h(2W^9p5U{Y;N@ALAmfJ zQS!rA72-4pkM8N|bB)2p7ugN~>dRd!{q$HUf!s0C8&L)vl*~p1_A2R>43b{m?@}+Y z3l;o7*=TtdS{@jE(U;cw7>_xV=2M%bArQ|F$DZ}jd1uMYA0*XUG$jo(4PzNb@OOl0 zSr&!o=%GFo4>1}z!n#InUS0eWfc>PwlbBMr9f1anrrwgy<;@4xQ3=p0p<|5&mqf2_Mx4Y$4T}?UTecKE$_#?$jZ&({;8I=T^@n=Z(RuN z1x1^VPh`X9jMI(u6q8wjb6;iY0eM=htL+l#Se})vq@(Xex%+f&@IarRW+p;lJ>R!3 z9;N{^8$)%?u^Cp(x1??x#>&k5ks~0EiQOkPmbG8kzG?MSO_%0kgq(>Pgb{}y#6ntq zyIdf4CyXP&K&Po$Wq5@a%w9J-g$aKFIU)Jq#ga+_c@#dYTzf@n~N( zw0mvbCeEeRP6Fn=5wPCbp8^~E3%*VR#AR4RjO*>4<}s;9D`6UTc9!-hfOlg8t4+Fw zZ*g}k(@)t~K6#VCtU+~6u2sOyOZKx0R`CS zr&eKK_^mn|_x(O#4{Bp`p12S6H6C5)H4AOj>9dU8aH8xo?-W=QmR)Ze^u6y6$#xm{ zAH~r51QU zUV>4DK=$^2;%R2o34fw$R@xkFx5Yrdmtq=IRrgxl^-}6=X7VWL$=y07(Fni9)IJ%_ z)Vm*ZH_FkE!@OXRBmYu96&zC0B=~W6zqrEjd&u_g=byHN#e#UF{9fOxG{s*hwb#pY ztYj$u;z+)7QqhLHFvm=Vp9MZ&4~)J!YC`>%v3IS~!#~&JkyCedBQ~VBJ0Mc?us6&{ zG_fZYB4W9!3+@0?ec70y6YokGgA06^@~@$J$0FCta7`}5=`%-RHU=#E&C#QU9lu4t z@yX%Re>CwXg*Ij{i)X*o`LRDfx)&<@=8mRXuiLOw;+6BFH;|3=y!PQsT|X(VS@yAt z`el|!YUFqmYSuytmf5{90n)Ro=({vtS(^d&d>G8jN6KGo zrw9G|+i2%Yd({~E@32@#{od+x%SPk$)I+A@UOIJiv`=@F`U3I((F3|}gOZxQ1CQc zD2BhJuDtcR#}BdQ0&7%}j>j*tt#v6tu7EMhCb0{0+~+LcF2$kp>z`cedT9RtF!$zB zN#}q6cTL}>X?2>W#Y~+_v&Ci9)Lff3GjXZR1zgC)6_-qLLD6Zoa!19?twpmEL=kWW zD@(%-6@|csDN{s1GDT8E?|0wpKKD8IHS_)BI_LVG`}VI6M*@z(=kk)H09mg;^!R}eB~~{d|SBdQE8x4dM#l#g0`cZ|N!aAV2WmE*9X~TaNjTYLEC0TRI&0_4|23<~<>UqpI6GOkuBV$$i zV;EP`2itF_DoWnfb~m;qB;C#kUU!@9<%#~0ylJKUOzGo2J7=ke?8UK(TRnm;CTt8| za3Pj5Wl=4oRcaqnhdA90Qd-a)+5;$Uf`D|vpT~#6cbPuEPw_9L>u9Y9b9Iaw zXir?xX^S2?@|iVD;ynw4MgZPEesfzo#r?yT{mFB!^RbuY{3bFJ*F-Qf8`hvvomP)Pv zn;7-qhn`id{xJK;&GG-z&FcX+=Wmbs#W$O&@Y0uxrdvPgj5p}N@&Qlbl@0#T&Z~Lc zKfz)&PG4(9ncJ~|b^Z1fODpPqNw*Y?MA%0^1zR>CbL-ug=ZN0|7n3rsa|VlP6oi6n zk-e6hI~_{8eP|>i`ne0~qrW9^W3DNYT-OG8mNtiSFlZGbENdJ2|QGfzU(-n!yeTu^O_BTF(u9xMOSG0kAuL^xlclp#0&_i9Ta*{QoUr0qXn?2Cj^v?_aFZNk!a7v=0aayUtBw ztPf7nPN2y>jx(Z!Gl@Lgvf0IDH|`#d!+D|64otq$;XOw}TKJM8eXhCnL>x5`NL(0z zS4qnSJGpm>@xbWA3-`bY$D?!hp~vfXj|a!u$wi(G_9SpVoAItMEy;iPvT)5!wh6~V zUT{VLDr}U?hq<6~%(vK_R^ral1K{Y~ij&Umlu(UrtkfhfdySSNG}Hb2j?;o;`CR@H z@X6cyCMn3y;HDUldm8*B>mwA&0V7sioxsE^{L7K!y&=R7B^o2&C{=!;4Zw%X;=_1D zTZ(tFVn+Lm1{Ku@i86o@y`&&7oRjPaQ)Mi#7M|3m{wVahKr`4b96n ztebu?rp_6yYx3v;$UIDOnX#-9g2Nl{#EC!mZw6gqO(&1X8Ca_tkTRd$c@Yh-QyUllY3Ic!b`QlS>b^wHKH=qS9Wh(%&nRLOn>fg!Xzndr zMoA*38R1^C1S$mCll2SLL6wNHK%XhDO-TJ{O2$_TmiFLzKQk@Z^V;_Vp_&`Xn{>gK z0BLBR-@2`I`94Cf9+?9|p6XG#ix<}_g1Du>^d(Kd?tw8f4)rz8%}zvu&CAR)(C4#4 zsChe&*XV3dOZX5lkdt&GqBw3p_w2m+_gNt}W4RWwJt?epOWLGY&>5I$7(SF>7jx1< zaCmUFGR+X3P&EH1x-`WdX$e|+p#FA>@uU+3MV_r@fie11UNB9ivfmn1kX%xHJc8VL zj;b}To^n(W?S*9@zLL>daYnYsrgqtmK_5|^W5fi==rHBgmOoAErnR}Nw}z!`9Fl2< zTRY7+RGr9_d<+PK(}zT=4158A$OAE8Q+T?v-&TFJU{Fzen1Gq>J>LY9R5wGrLP}%o zE^#&$vDV8WZRe*9PH6xSZsoX^gk01-U~`eQ_X1%hWjk3%1Y&F3>8kp^%aeQNU*Js^4zm`G5s z8ltMPt*=40R*hT*ANq0&k&12nai=W4{idW1?fbq$^0626LY&w;Vt~kPxZ-$^Y!~35 zH{#;W+fwX3L2za(8}R|xXI{VrJ1XW*)wVsbxstYyvs-kN&4VR49hdK1v!c)a&9D2B zwg_~v2T+pCD+F*g5UKmQm*g|WQS6R^t+d}Z8Oj|rVcpxRzF*fN_}%o*UO$`4c2S9B zLyJk>fKed9&h0}qItwzlq}bIy-+8B@t;U1wlk6t~=O89pw43&Bie(yr+86(% zFT7+IYYbEE!b}EWOkb6;rIt(bH$&>r&VFp<-zEzi9E*`JO{6DMafYDi4sxJ9YjCyo(`#L<0PnJYF+PSzWC}hR&2ZCI?XbSqZuBr_6UO~xOKiw(&o`UklnF$gXh>k4_xC^ zT&52`c!9%g(d~oXvrQN7w0SEwZN=6~hMRI5ZMAYp3$f)ek@<{U?cQl8YT6DuR26)7A?`Z zhg9&6Jc=s4k~yAUCSUT5f(d*id-ij6j-b*F5V{fWYDhCpV&W+hXvE#-*jAej8pb{( zwHeR#0RhCavl-cjN(zH)Yis0{#yaJN#;4A^!quMme=B=n)9Ibpw-Nl=QH$WyWVd66 zmf(5(@Jr<8+sse=o@0KY3)d3sL7TOx20AV~Hg*+mKiL4AO(i{=j!jOD)vLEClUK7J zM3i_w4&#Z=c~?Bx)3=7INK)VLfk}S*d>f|KLWA6KujQ}GE0wIpfNg1p?kOp zfn7klu((g~D-vTnbO7n3uowN#jEVmvvvo1)jpw1tO-RqFqM6^`UX}FpVKGlrs3Q1C zbS{D;kGChKB7O2g!@GuJ5wmFPA8ZTRM;=M?2j!lAjS;HI>l@Qh4*`!|eQkw*+#lyf zjD@y_9aUy<`s60=Sbw&$Hqu06n5|aV7+dcOxV`H(FGLgiUKSdTC8*)n@Q=BZ@(-X( z*XAxzR+5aW@@DHFP=nniz2=UN=R0K={2|(vrd2sI>un-)#lQL9Hraro4Z`>0D8T=( zW@iP)ZpMn2Hh8O1=q^_X1S>U8{HbENqA?1b_q(p0s+A{P$mi@D8yi_n1f2|M$DS8d zwkD;EhU+zX`|{6uUu8Ny;)1>6@%pWLe(YFP>aY0V)9KPi&;aJW7u}dUfYo0qGXB94xoXvag3JF0=DgO2k-xbMSG`I(VYgwmWP2O->d~bnr-k~?-;;*74f&&sGH!rvja0HdO)xc+TA&dnYf9TlwFcuwV=|Z~m$ftg1Q-^ly zBDrV@BR|d1H|D){-{y){-^rqvRV!OUMRr`lz{M~YaL+A7FoJ;LgMbqkT?K@Q&T&dn_HPr43SPq+j{U3ZiV3I3$_zKJxInROkcp(p>WqFjRRWQgg5A>Io zD&I5#j|myWRvL&a!K#GyT(ssCFC}jg)gtumc7lV7=bfg_Vs6smQOLac6GSS)lVq{o zr>Nf)Pz@5aY8U4coWJEEOl*^@4F^w=jDS^1QVma_x>uk!U5lz@^PhI$>?exo^CAks z7-(0v50$XK@=I8=@Mtkn`^cEOu;qM^@ffOMRVevM3eS*fM^Jr#boUFVu!K zVf_4MftwBN+<;mYbki{NL(m)%w`SjvR;qx!G~{O?_4vvwRshY)%0fVPM0QN=`dEP} z%>o*iA|Kk60%Sa86xMYeS%shdA`9P)s6Ze$@D?jU4hVD7Mz63%3ha4~wku)jorHy$ z8ow`~*y)_<`&|%~4Z+E-$13WkCfnXtwc>)mul zx>Du~w$ID`iPZ?5OZvIGVwR%Xf~c%Cv7J;KsLAv{3+w#&@Q>o}OGg^%SN2En4XJIC zM1wm*)s1!1CcbGq@rmpfCZ6j}XV9Xgq@GOz*B$+QUQ(Z@w#n z;}-J(aK>5I;icEW%i*HM^|tW30}_ct!aDM1rwK|cWvVD@k!P-Mk-7VqK@^dV_t{n% z#(UUjKH0h6+f)75e&vSt1)cWjO(Y|Nf9>F8<#brVVeV$yXfB>j^!q~oevqcvw@k}l zO>YITbb^R*TeKRr+L{>ZqmT{;OU!T;Xo#uyOQd5@@DPGPSkg&idon4#*%0S!@#j&P zN=19L{!){h9;CE#APN{9$3-7|eq{6DFGqX@C3)eFKjQ^*!vFzE_WY>VWG9bL?ee4d`O$ zlTT8Iw>j2n>xxsEEm8^g&hFN$4ds#vDFU=JPwnise9eW;DODXZS z=ATo;R1F?Tq@`pKfjGl7w%uvfG`TZ04->M4ZXQZMYXd@96lxYT1dbP+NdR)sg-s&W z5mN3br>LeR+i>w_d0SNKHb0AG)m{DQi$cyq=V?DY=zZ|J<-1p+6B9rSJNdq%y|08N zCrzlGI?0oJ&eGpBWJUF;L%&Wl2}QM?$?q%1tG+CBz86v_>yFTZMcgq z=e6hu3)6eM1(&VWC?(!+H%z4OPeYaNhu|QlwGhFkLt_nbe2>VetT0uKM)7+!X4wzu zk@nq8TLSfIb%|FCvKedy@FM2Z&S-jko?&2h`%%~(okHf*`yyg$B;N2xF1Byx*yzsOQ z((%@dg5lEGso_9$viF!xSw~X_)|9t7Rpz}_w3Ki8Cf{W`DS~WR^tK{@m9>#^qMeo$XUn&7J<{+Z)m8|5x zH)Y01FBi=Cgt#8i;(q?)f&mJX&isIN{2uQ;#?U81_j3iNPWfULWx%-|S0m!7N0izm zrnNd+FTYJq%X8=R9Q>0j*AYXcHrl;tyQ4K_7mR58s4`XQZKCOP>-UupJDbI?w%Jb1 z7k_ww6PX0-wJN(5MET-J>OC+4MVvFO^UFdAazPnmV2sdwVC~ULlMG1)8vv)g>n@St zpwj|>;JLio;|Qx5>v$Ka|EHd{)zU_u3tY8D+MVOFrJWUIJ?`)aX&I=xZ z>D@`O*G?78c|}YaS3H*=(T(ackG(v%6=10KL~uMzz}*5kG!CB8&k&OJG&qR{qZR|up$%W5WbF4lq76}% zwdhxSl9EoS?;p;8{x!5NKWHSPJ9u2PqT;XRVbjy3nm$Kt@r7sY>}<&Q%f68pzGBS6 zr$)qRYMFkI{gkmkWNGZMWfU4d6osDYkJmeBSW5S`AdbuO*Lnhl4`$BL4! zhkf^+`J^OzW5?5y&k0_D!&|ZYI zk?sU2?|!Lv>h`%Dc723h&|`#D-txtNB!$wp_}AyVJ{9#BR8np=3n)E7isYKvs|>m; zkwegb)E*N8jx>(xQ?9`sAzWziCPHDYMgFefxo-BiCs`($`c%i#VNv&!d88?*w{%iC zis1S98DvucK{bpy74P9!d{WJb=YE`*^e3V{*8s#J3Z+~^6y*qd(qoZPA2a8&uhFJI zI4yhXhf&UfujrEFYS)Mea2MRB4MK(cqPra%bo>VB9`^((@UVCI=_?}`LLi(P*DR_0H3E|=f( zkuS7aV7woV)G9r^N>ep729v_WPiA)S7HA@@T#Eg>UZd9m#IG9WG}U=1S3g==@_DI9?T}td<;BLT#n99$lTpxQI$|*DPO5emTwa$S zME&gr=EL>2sLnTmj;sBg=m!bP3A+l^O4f59zBIg0pXf-6gOC4;ETnhtlGmxuKE2)cF!YT_(~Aw06gBmJfn_PN^iY8@`>WDJ?`OUO>T=|%Omm9{d0%n=;jB!h67;%+H=dE zQ2|JG|LVwQ9T}x<85WCQxN3-xnVvK9Hb|gC+Phj$p<7~hkE0<64slnFCH!czS}z4c zK7z7NHyL|(sF*ds87+Ocp8!rtEYJa(-e$h(i_qL5W0Eq2C_;k1*SAZz*ho>rkB+v5 zwdNwdR@VI`{X4F3fKasQ5)FvCY(uO}Hx37i+i#}Xa2AJ?Y%R^r8=XjR0_Qx99ZAk% ze;lv1uJDht2g?GPtpc6ZXC~EUnKtjQkfSf2R(xsy1T%$TVAUx*@xjBjo{A~ea^P}f zLRHeH;u4a+!X<5sTJXppS1rYUztI2v=YLD=S;<^E@qc>K`46V1|724tnr$eWMag}| zIraLlM*qD#3yo@%J`pA_T_>#1&RUZH*$J6%XeiANWxsC8!<+tvk%0BQf#Tmqa$BYp zw-DcpaV0&$?L~QSO|^Lkp#%9jx`Ya;lb+=F(Hi`F=lKnm%C45!OLj4~+-Xprki_}p zzlIw%MlQnSW6u*Czmr;Ds}$gRVzPVd&;f4Nml(#D`#+||4#>e2v8U~h5!RYN_#4#U z;drcjPl5^&x%+^k=z<}fL@n~ktjQ(-nxEkx;By2Kn~&>Zp*Akcmx$WNJ9eh{(@e_# z{4b%&UG)=3`e7}+Yu;GQ%PG|N(g(`FwcfjiRG;9)>0xlR{hAZ*u{FPU24hoks3q8t@WP>dNrJ zrl*JJiW$^Mth)OP&h(#m+1>UnK02LQS=7Ra@?WrLHcs6`VUjJDG#Gc*vaovg?e{IH zS2q9DmdcYh)U&&DAnx|_g*&9E6?8X@D-cm&awc>klA$k_lMsQqAqpb{8xN3A8O_x# z=1{}EZKa$?mx28|Mzr9*uoGlL*HNrOJExQ(U6UT;c^O-=o6|#vfFsChWO3Wm;QigI z1t#I&Vx&6OLu}bk3*>IhIfHWKPZawYFWncGyE~RZ3MSNt`SD3QkS;EEpJZsHCNQ54 z6Lk!GkELh_Td#x_Tx0ZCxskT{Evh2>d0S*#ZfPeRts1+2^9e5^XnoXl&RUFj-a=h4 zC9Dy!X=>n+ezr)l*^$SxtFHD#va_)wO4B2lLewepnF+1<3OoC9$)b4WV-NU?yOT+vN`A&~{H$#?@#BvP5#R)TgWbg$7pL1t?+< zs<7hWj(E^Iup^d8m>;}CA%@wSnn9&pn{sk}!z;ko$;pZ=re7+b1-T<4X4WrK9iCR% zyL=UWFGD#G+*r7p<)eFFj<;PQ=nb@l`yCp*d5?enpg^A<#D9^mK`8WDrpmb`WL0qGb4YKo#3 zhF{yZgf6~wCR)7@CICm_g2G811@N}E$GA$aF~mtuL{|F~-W_0dM?%r*TF&hRF#{z8qmR*T@$FK z@b0G^p|J4Bb(A#MZ{+4>L}z4)#B!bR*woGH!3Sr>@8`3{WqIo$^R3ra?AQ-k^C5{J zJg38h9{#2%+Qo{$HI6e4Yt_dO#4L-Aypb(U-clJhmwj*biLk=cCiI%C-b0ome#jW3GOghTg>#&CHv%?PV*VqVx-;bz3rjFG*E4$Cn}85`H#f z|6uArXLBn}b}=FRMMqlXT}n(a#dmOR1-#2^$XxL3jBJsrItBux?SBcIrvnKrD04gV z=3-YuSzk+N$E4ud2KI}>^q5gt4r!wP9WctFj~&LB7QPq79Sp>q!7!g+-JsiiVkP7p zoqCTLYub!-frX>b0#~1FHj@s`j=7x3Fk=Y22`V%GSx2f9c$sENCoK<20 z)8=yaSkW89VQ~=^!v5A>mGX{2fpQoyzCBkX5T$~x1;x*7iJ zRo@OC3BR@F?-R>knD&3b7W|KEivN=rs8rsN_+PTgr|*r#EyMq?Ig8%*PXG+iRQ$hj zbI#>h&A-2D%^eHP|Bv&#MD&ArJKUy}87n`r>RXC71Xr(|ABtekdm1Ym4EOJo3atZT zgqoip`e27D$DldWS)q2%Ly4o6mj1Iqyv^!(Z!^A3Myy1z7-wiJ<}xCL`rT7n%F)!~ zR*r$qe`yQ{;Wk@`T?2%w4UevWPusuF~_z=L*5Dv`$ z9zNXq04^F1Jp53rsp3@olxtFi`GRLohD!2);1EOi-Mrdu6sQ$wyG2>@e3&*5piM-# z5#2egX>e5!QFfq!V{!4rGg>k9-Y1?HvM9=%Wyh#`IXH9KkgYoFSE&JnWqKLwV3coZ z##U#&L1uMxUjIh;6src!{FB;U3Nvo4RsL1|sUx5UKXdi{E)^Kwu-?S2j(r%UDRVD=*`#k{=MtGQ8arO`CO%p1qEke!6?KlyWL9wYnJaURO z^U)g%MM7|I#x{Nykk)l#!3>&y8emFOx zZlSrTi1F5J#uMiYUE3^94(x*Lm{RMdhM>R-o9fVj0Qu16olWeR@fdI8Mv_x$zC=Qc zbdoY*w9OOX`m0OXEmAd;S~-wXMLxPy#=33^CcizG3@(+$W-KXeF%z?$A7dc_-30u+ zLaGijj_b%88m><;)3~&rf>XA~SN>4!V&Ex5E!2eei^`K08KgGpyPn%b-s3PnN|vfM zG-QGhh*6){Sw@e{ezM1u)Yjo=9+^zU)l}AjI=#i_g8^i1fC`5)Pi*9Pg5g1K5EJg( za7FPiMwPVT4?`DYV=a{Q+}@B4cy})gM)4X@eI<97&U2+VgYY*B0x_ z_Q3Sn4N#;sQ;lim^wQ&C!Qi}S7)$1v3DUtE!c+ot4YI|@p&LtbzKoV$;SdP2H@ua< z7Th3if)ut~N0eTMFxAGxALDkiQ}+2TE?E@6w92oDAJF9* zvIfocnf#iet(F#fi!$LIh%fMva4)`&Zvwpq4104Ors4VB8YDtZ3}Tr zxNP0o*yPArH+9NlT^;*m#(m+#z6Io*YX7NLjU2JGcvMO#@_wfLnyv>-92fI!>O8Lu zh?1ocHqoKpKx2i-`JPx$SA9Bm;jfz)zp3-Lwk$NKZt0b+I+pLz!XkX@m&!w3lCOW- z1&92@2=L_uK*0X}GW|c@D*Z>}@5)&6d9R(9rC;)agXh2h{2Bh{|KtcHE$S3t{!N%o z1f$58y`VqzPnCPPP%qNd9}Xm;c7t4EoN}vUv`&7lr-4wgg@Inj=QD#kQRm!*1~Z{V zds!}qeL$owa_`^A9r)@BC`|jX>X%4vq{h7xto4ped*J=u!uZsXi|DznU6B7ZfHfx> z`R?*GHNs0E2@05~`QElWfFry2F5 ztz%?#L*dYFP+U@#C4LEjuA5baCM5vN(wBQk9;*4Xr;fslI}2s}0K!#8B_b-m1ljV( zcf~kki%{ouqV3}kkgcUjf9BgYHT{zx(}$_uFLUYU{JmjflGPvqSaog^hVNi z?m@F{tq+wH8WB`b7~sT>5|*~Ymzb{&a{dK~nM7OCgTC-*#Z<@gB*HdfbL{cTP@fjr zK}HfsdWKOl-A@XpVEE7^Dxy^F>wU!8-Q#axu5{+mv^Rd2qF?3DPmgiz-Gv-vuy@Xy zeHKaaREXl^cO!>LH6*XA(Me|OT^F?SlGs!hQajV}X_S8@o$mv2gHSCi!i2A~sE(^k zGiG_LMc!WjQ4Tc_f+!6hgoS^KmpFbhr*Za{vJ1;>;xfsv}f;S>UI%U1R;f$n4(En#P&!!G&+!Rr2#XU&A*W^3)R_q7` zWasKOHF+8#(*Q^D-8*1nT(TN|!TtSdC`%rRzoJWC2;(X<@wsNk^RosfgQA z51E6=TJhGWZcy5u|~e6k$#;cgaNc13WxMg5Y;PCj3@v*kkm{q4qWST{vrw<|E? zhST%J0k$0W6#JgwS}$Nph3QNXEJ3Cp#= zz~mLS6g}blU|J1(J7Gq2H!EY7Icd)Swn?&|5P#Fec8|u_`9iZ$7CjlAS4DBSFUINy zTIuV`knv$ZO`-08BX@0HFQfpfmnzo!m>7&<-tiF$7RO(p(6CFHWAh_0jUHXrg4bJO z)W@1^M{N2}!Q4Z$J2}gn(VCnz$xNz7JF<;8vQ&oa&T?iZpE(Jhm{^xjB#by#7-ZxBN5Gl zMpRTq`=go`MS*VNS@`ZC$WAR81zd6Bi+^EV6QspEJ?5k}M#pEa#X^;JCUlP+b`1SP zpd))v@bue+G;4l~i4d?Z%qFy=!#+$YO2gHUaL@Z`%rJb2=hzPi-S&oCAz?we#V6Lz z)_rV?+y9yDd|d0LAD~3H9R6b0{xgG@PN}@vfj4q5Drjr$THb0+zkNtr6z*}plQSY| zWXIUQ=z-%ZqDz)VHt2}uoUi_QIgi_ls@z{Sm8>voRNmV_F21vtVos$To{l9&4HkE#BOnbYoIcDgr0veumN~jO9DI+n=dgFw@r!m?mR;*!AKv~|+6q!5RpL{U!(MkQL9%L>%H2xwy z;l#U9f&yff)T|EUnfr&L-lgwvzl9>q%&#^$2Np`{wI)3^^n~-F3Q}^}mlB#HZqz(s zWKmd8EoAR5eFyVAh%=#+=`LFjdTcEDwT~0_`;=V`z9CE273d8+?&s+yI2@rBqNO<9 zU?Z=#sk@qFKDz5hDP?gNgZ|;Hz#pU#_W*iYR9x+;b~?N=*@;9yL2y3Kf5Jce?Gn>n z`-nJ&K&ff)UX$*yFSdGSlW^M9`>X|hNe}ShWb|k0GgoU3H(AmgIBLa);SYb-D-sAX zqeXo--_(vUv7zjGh4xU%AocTojmE0sfH}zXmOCOboo zOSb#a!|o$WMUVNb<4F?uEWukntfzsN{Nqo+Wb2p>&s_W8r-Q#%{G{};vX@e2W^zD4 zU@Wz!>D5KtsO6KNVoq;O5bt(u#_ggVIM8sQ=5&sl-<4l-yq>nb-C<(ur`z`-VRg;E z9rx{0*5bBwzL|f~a(wAtNqlndRbTwG8MkzE)>C8wV(c;fSMwkLaSr+)KGc`1f6ue8 z>a~sgJ05k_s-XSxVYI)8vJ#^YlW!jz^5!s=LB;5)* z#Gl5WAk*E?l-ZFeFKihWXYNNWcJ)`gnRADH1E_mPbfHzpjoE!%+#zUFO!UlQsNjNp zn}xm6Z(#A)f7PB;60eO#FOqd!cqA{r}sW%|Kc?p)wB{`Mm|C;JT61r zOPfY|!|EjSJVUH?OJWwnEc06mLX$j?6@SB)Ums6eK!SVR-*Ijp9i_?m@l3uQ`v~!z zk+I&&*&WP$F;Pu^%}3N+7`4UuFmT5g+((3Y+Oiw2bjNjDI5L7Q54RGqdd}PJ+)D02 zaPKEkMqP&zdGw^IpIAu>HVp4b5v8|m&MYa`Q z22LUBZu$L^gi4=IZx@R=hvi=B31|g7-oUxtYGmbj)$u>-^d3t&6xy`=O_!Awdixj_ z6+1-<^--I%drA*Syxze0rsmOHx=kf7|CmC$PXa!f_Oe|mp4br3f8z?%06^E*-H)4f~d9`76;I^lAFX-~uF zlF+H&p!{aut7~DfOlkb~h;wX{lo&==XdWx#n^ao|2wohH_K}!H$EO>Q&c?}3n-cXg zHBkA=mwn1E>y6PZCCGk~Pbqubg;MtX;;7>Yc-0~Bsb>8gZO`7_cw%$*VAAbDP~FfA zC*3;(GlhpwAK?zTjZi!8QVUzWV{#FJmxK)&x5%2XU;D@Aa^7uQ1Gso-54LdIAPG8_ zdy2TJW%QBYs@-w`!%F(LxaJ|NWw_;P1HzXDQXX#GT}s(uLuPIU+{N7R_922qd$vRN zLY<#09+?=$Za0_lxsqtBN$-^i3#mJ_S+{yvA1_!gc2jooquHi$E->U3qRQ8&8AQ8) zXa4(`1a7QGM4D6vw?1;wB4d8ys?;?>aW?Bv3t$a^@4+K#*PTj@RzG0T(#i>-Hn z5y|th(o1R;#}QrFst51Hjt<|T&j)sb>3-CP37PON+zuUokz!f;xKx;jWJ0=m>m=%f z^bX%Mom!qH1C8X40@efRTvYqcs!h6@gGqPrwaKCBh}to9mEv=}-|r(C)k2i_&y295 z*%oV5mz7S{&C>^Cc?(I^4fSgCjQ#_5(;mr-t zdbSeGl75#sFfugpO&5l#)Y^PZ?02YFW}p z60n;O4TdF9FDUE;xk9vHo@IWQ1*z0VUOVhUtdcJhZ$G}QYS~hmQD8M{ee2zNJ;(}v z#FI2qoU{-uiQcnN!qQB;U1U=q1#RIEdy{T%yg6%^&>pS1MJP){n1${+!2R$;ak3RY zt|T00Cqhb-P6T@hj#-#TJ@cNuMoazWk|=HF{u^G8MBK20*fnm!&rKB)czk>Zs}a1t z671b}L{6l(TC~>$z8FQ`4J0RdOS3baFs->^d5(&H3szZOp7hY5iQ<>1VILAKT zc+Mzd&&TxJ?Z^BY={AtiSTby0PFhPhAp^kZUYP(y(#2R+@p zZzMzJgvk?OnzVbGo&8{f_9spwxki#ggc^>>$*-f0j4ZnaGTPpfyBvf2=6|0ib5!uG z1wry$i7t0sUA8BHpL}pVvbff;z2=PIF0NZ4YO*&y3fm8j(G;`dlaTmY@V~t`R`Ij^|^NwE8tVZr&MzW z`A3bB(xbC{SmF&t=H}kz`xVFbSOq$pV|x7{s8HW$sLwZUQKPJ9!Mf_1Qzu$}BOQyO zU6MwOP@pZHSCblioVnp6WrB&%zeqd}77vkZVzgCJ=T32?T2Q5I$ezs z{@fP^F;|RtN0OsD8k6hxnlVj;s7Xqz25~drGUae{p-VC|16kUmCU-qUZbmDwzqGO@ zvS216;c(#cj6DIK43}XMDcjd}qQdM&oCtRzrgEf6dgW*trFLGvd9nD$%NrJqMf0fP z(WS}tc~X0}o-^M-QNl3@$-tQ`bI-OHjt1gVWDmTc=ANWF7>bs!cE_G==q#wGHQdkG zDk+RdrDb$d95N5~Dn|ScqpBp=el)O>AhgrC3>-ki$}iMOt6ZI7DVXr?7D?b!h$Q?3+@G3{?t$*NT`yHx(kMH6=G ze>4d(kfP0h`_KP^?DxYlfXPSv1PnYe|Nj|y5Jr1D5&y4&=fmypAV*IOq@$~AJ|k~( zCF1@$wi(fh6n~GfV&}f{+_X$eZUd30U+vk4NP~4|#6^e^7J_K22fr}q))g@f8qj78m=>SF~4(Dpr-Vtb1>YOH?^8-h6=IX4SxkO!d0(jB2ZBOxFVM`y7ouy*v8JH z$F0vww7Gm+{vqhGvT;N($&SSBM*FN#y)tL?)~prFI>}^(7pjtd?z{;k!eB&6!9l0?DpG~B$Mv7PreI#3XgRt%zeMqjU_lya>Nhr$7)yJ4T|UGvKLLV z`;eHxmySXd{lNA-vE`ZyyB!;YOP{@K@ToAF%hQ!OByQ4!9pd)K`CneB8Qkw*JbPzS z1T#j5(KQY7bp0FEZ_ZM@44k90bSJt-PM?ICV`66*Smk5+DXj82rh4gk|8ovmP&Uuf zN_c!Ov%x*Zb-X(}l>Y(@StB%QF8(MUg}LCNSi|zX=^rXjw7z=AiI2X=3b&yKm@#_v zD{)=Mzcrp9^=y^Eakt1$q1{2nzyAhoS~1Bc6S*l(rV@Q_x%v*f3E|X0VdiE4S~~1eIB@vVoHC{4^+IFVdRAju>?OtAnI1!%sJ;TM zWTat{WorEB6gv_o^fJ5o1m-UFu0KsOIV2IF7%ci?$=b%1!hYC9_~fhs!zV(h%?&G@ zTRh%0vX7C}H#_s{TD%7_1JMjeNDR-W0@3LjS%EB^Fl8# z?*_rasjVK%0Wa8?ryI#cYL_|Z%w7VKA2LWy4mw(Qh-(LIz2FU9$^TMioI)nDb{6IJ z&Mw-HtztBz;{v=k2GUs(@52RMT^ox0>a1SK_*VjL{+h(bUmpi!2P7lJ%-e_ye;#$Qsb8Eu#rkXspe;S#Ju1x$VO)Gnb}oXf?8cjU}(r(1tx*yf9@ z9-6g}ci*wEUuELF- z6NAFhrT1^xJ-cy1O3As&pE<=9>MvZ2El1JyCx-gBu0=a`g-g^urX^h_whqj0@4`Ef zn9qNxGi~U09Lq@Z{OmSWLR3l{c~g5)Jl|=7XX?*{c-OkM^T7qO$VY>Xv2HmjIPY#T zn@Q;L=vC7+1>nI2)*YI*XxE^!vHA&&B%Uqp3F0P~T^LGN`oUCW=^?%=r@jx+KM765 z{!Ke41LKshU3F&jdh!j@MJ78B zvCWN{-i4ISozp2>?oP#xIt=xD9IRW01Rtw22*XEBxIHv#Tv_uJHqCxEw?u@j&5ZPh z!8urvt8YFpB5K6*&VF57lNS$D;fuQ-uaJj8<#|+__8LFl+4r$i&%CB7j-zJzZ-#|DYozD)vO4s1`8IFvi zoD@dyg%Rv$DB1{5sED6!h2-#rlO?Vw{I#|VlKmDOBb_Q)k-M#}g*?`?$ovqoVtSCH zye4KP$a-&_K69B{xxaa#|0yK!+(e#lgipK=G7kZg`YpjHno|*LeK9SS2PT)0)LT(2 zpZPt?yZzPk`)Lc92%9M1lS6lHE=VBpn14lBT@A{nu3yI7zI@%$QX+>dro3E&lZojA zjl3i9(cw2NnMG-Gd6cxl3Qo*fSg%)jX0LT%In=K=X zZV$K8PQWLL?2Kz?iw%SH=^y7hX$!iUvEdzWVDbdn37tSqtA?KaaTcdp zYwR}EUVxlmq2fm{GI zo)h|kvXdIxJg;+$rTBL>BgA__J>~B&=a29hZc4&#H8lw+D#$R zh*+1Rfez{<&L)2KEjfP>@%VgDAzz*&t%(+1Z2EXdO?*c!yc#qR@fHN75uk6Dx_$e0 z$+s=5Ec-eTw{LH|9S}f`4Sl+_q7je6c0+CfC(dCU{*cSh9wnm}_ld;cuXbx^da%|7 z;W+%!;eF6LyPF8>*$vvFU-~#cwI?*+T9(aW7|Zove`hRL&Wf&&uVp;PyKE26!@HN* z*wr7>%SL4eO%x3FpCUyEfTFgYlPPoQZQ2R+7deR5jrr?v>&|XO6sPwr@UjMGHT6FH z#*LqK&JlmLakh8MXU~Q_Q@HNv$;TTK1W%lg)?;dVPYRSM&5QpRWp5gnWZK3J&pq9Z z)27oj<*2DGnp195mL_iPZmCn2iffIyB3dCRB05crm8pe_nWCksnG1?rE=Xl*ghFm0 zpjerb0&WPTh`guw^LxKM^?rCi`jd<6;=H!w_-_ZpH`8j8)I>ZxUkXe8)fW^d8u&`& z$52oNE^%un8zwPL4Y&)7OZF-}YLAsPM-)a3%rVLCl~7H}sfkTtSGRp4*A#TatyF3C1Tvq2o)1lD3ok~4N9~q76Rutp+ecHqL0+_8 z2`HlnFplf!^G^aAA zK#y4{O*}@Puj$`RPa=Iup!wz}EZ%SF1@jl{SW0_@Ym&|UMOs^9a&x~%T3D=#dPtc6 zVqQNbBKbn%W4(+A$VHF~m@$5{p4Cj;)q+@4oDgVbjiWg^$q#)JC5QN!f8xg0m~-KnCv>R3Sg`4BkZCTvy>WvY{dIp@D-BXI-ftl3^rJ${ z*c0Y9lW@vp<(@K!_ZH7^>Go%I1;hSjf}*!t75R3;tPhQwFsE6!A-vk4iw&^A}ru`*34 zh18zr&2HLj=Z^g?TmdoPoKIb66FmRMnL^-)Z{NYOf8(ox#ogA-pS#b_@wxZDF*c!s zkt-5*yW#|C{f5F;kD5aH(|&Us3QTafSO!xAUYm6|<5~;7gUyauRk6Mc)Re)d;U*!>z`?lJsGooQKU68StxRaA- z+M>}RL8)?Vq^HU)LKmj~j7j?PRxN@_N%#BB1M=V3j$+0WhKnCxz~}~?H5K0duoGTU7(1~+sd(x_T2 z3{K<9u;NQ+(n0*1$=pP?G(oJ7(mv9Kue7}E<E$rIdKWl12N02FWs8n;}LmdQg7dUwmrrAFmo);fwFXI=7CIkR!f(9Zakt; zb{j&`&^9eFhUWHPA5YLQZ7mEAMaQ41Fd`XkpC=%^0ql>Rw;{dZv5jh zs+@glz*@W%F_Y{`jyt6$P~$n)PX}cW2mx1;k;iUYn82yWGA@#A#k;%H;fpc)tR)h> zfYrlUsW~dp*2z~;*s(Zoasfku6cWbP0R)0H>+_59BQAhj$joapyUpB&qK=y^;aQTErh#`}SVp>8guk4f(OqUAf~ z`0N`E%c{qD(`>3veZlrz60Te{gNR2a0kD_jVJ+WHsvKB6>v8yrbYf1t;G1Ey`?(oI z-qp5pL1w3KQHLu3pm2jv8VmEio*_Oz{ZzsTdv?;9qE5kLdhfB!`M8rF`-+7a`Fp>* zcRr~S2&uZgg36cpKX?z)X=EjXn3xOR_(hfK(JB*16X$gX{R0N;b*e+Y?BF4pcH-&Q zna0k}PE(D~i3>-Vjv7+ffn3CjoF@PI#xcKnFaw>Zku1wk>8t0x!o+(|A3uJXq!b46+^j}m z)Dv%EL zkyCenukCOAP7V1dyf_70-7@veluD5Fb{rgOjcWqq>UpxN7#zJNZf501R2P^Ej{rk! zn!xxzYF$}D!n>6vHkF&{Vc$G{wfOX&;F&f_y4~_@$9Kx{n!7jtUmEv7=jH!2IzBgb zu+5|meRz3I%&?iM2T|)h@S7#(qL&38>r*<=3%!oK;tcypq=3-?%=KMGynkQTmCqSBZ)9G{oGTb@{VrA zfd12>F8Gdqj!J(+iGd%{B)if+;1B4*tc@lbWm-eKp5j2e?AwWw}?o__bLnPRDUke5pt zKI}v8T?c36KKZrCVazhj)r+Te`H1-drY`( zc>5>Xw)&sw(!T^2ttW&A#_J=R0|^7d(2!?NWEm(z3KrMdbqde=u9)kVvOkvA>y^>m zuKh^Aw!w=AN%pr2B&VOTi`G0B9xxy68b@22AZ42ndxcL96e%E$vG-wi#SQqu66x>M z-uDhQ!@Hje21)%5Cb?B{2O3_Mr#Svrd9O0LU|O|qLk7rXdq%^f((C_AphBN1vfqYl z&DqvsvS6bT4sPU&hD%y1Z=18^qD%f{{#v0y#jP)k^TR=-HZ_T`xnoel8UfeCMmpP) z<@IMo|A9FA(i~ptF>XM+lfM*+a8axY&c9T`$v*Vfvs@B)5}cz;F6`az*N;^AEQPnI|R?OALZ~z(SyNBlFkuB?3M9Lv}ye- zO|U?l;f5o;kI%lGqD@&OnEmwG(7>kJ*2jpEAxxt5J`>C?UlCtBaeTi~KfBrmf~xZj zteCIg&TtLK9s1)LqJMy;jvr}l_PemyHm?CAs_C>i%kmf&hP=)E27Xp=!k6*Ri+Eyy ztQ{72_qlP+@`qBp5Mm$(B(ZO2jp?kLY^3nGfdHCZcz_i&zzbv@=o8Gg3nL%1Nk)0~ z+x5oJjn<9z;5XfwlA=5)>AT(c_S(PtGIWJ@wzTW3VVTE_6i&`i*w;d!j_^Inl@o|A z_@J+&eJeAKVe{;1zlPR_f#X#FuZL)R(3@Dg4eP1|)q$61XXAh z;(K#6Vo-P~_G+W~n)P0S1uc#Aw%s+`k=ze&oK5rjUk$w-w*hrCXOCE*7f=~8UE8^y zCQFOJEcw#53o@_q@?(5Yu}VOqhYOr?`O0lsUSLG;F7uJy%|zA6LOs`~shW*g z5lrx}j$iFvBs2CJ`sQ@sj!|h8F^4JzmyTiWG*FDMJ>q`H22(d!noiqd5vK}7nFT!S z5)-6j2FBB~4`Bsi+6@e%&pA`*!6%AABM+g9Cm+Pz76BTQzKsr9yHi}jxDC(6QkqGy z;Pn-T{TAUYV~-7gyPo3ZTs>o&LeIC1J94gxY2vddR_|>T^sFMK_MYcOYtX{Yg#z03 z3?T2}NYaDG4vS9-!=%cDQ)CepB};yzxr?j<$P9-6(7j`benMlUqR-fa9;&z%O<#jrW5}!f;6@|&go}1^ ztV6g>vlFR+fuX3=*^r{n^4$rCCF3zR!KL(3+dy*R-9h1dp{oX6Bd|lUEmHOM_9=v` zy9vjHqvx(9|5?tySOwhnOt$@qc9=WazPL-mT7<9@U;2z>+>D*|E&S_=@~W}dc2myt z^#L(%Cls6P@Q^mb&IIYOuEfJfqVbeAAmu&IT}x`svT)ZYkffboc8O!KW5wlp^%*rqe<^q=1O`6p z$T@)lQ&fa2f7&mQF+FMuet+PX!@2ocD9zUIYrn%*kJ|{hi5*PP-Jq&0W|)He1+?TE z60eHDj%;Yz<(UV1^kg<%sf%XO&ksyml^jTTlOQoI@SpIK?R!5Lho&;SsiZ&MTMeso zye2PmhtBYt{RMOY&$bL?j^t?Pl2FcQ-KbE@_P;U~OY2#iD?Ag@&P`0(z1zB%*s6d2 zQK4d04T1jD=D8|278vr1cf?bla+~$-8p;b{k|`TknbZv8a8__|ds!C6l%vM*zZ6o? z*b}HC4@S6ldAVztP{GvmAf_$FdqO%&S$Y5IdQxee2d=R$h;#@}E#Fz9`DX1_t~oQL zeKNev-F%%;;StFa0nVKy&`EJYADi4rYg_D%^F^ruTWez#mo2K^3`yr_oi7+xeBEoh z`*?nbrB$_{WnYk>{7#4OEqMP@GY9uxcYmYLjK1#qC+wA~ym}98V6IH3ZGTT^7VBdw zF=_g3;)wT*KlWYzm8OG%T0VLohu2v3Z<)we?zV}9%DMJ4*!=}g>BwIKDbvkJWQ}?6 zr^J~L%U6ir+6Af>NwjYurDbLb1+i~0tw_@U$R3em{rR|uth=EnOW8y3mqqhWc#6<# zjfQHPk)!iOFJjs3#OM`b%xws+Fq#o(*f#TGWA{V-(Fc9)A0Ps(ZD1jPOloMm*4@ED zG;EyQUQ31X536SK7Hrmc0Z$1dg0)ogh!{vR+J;pg9Z8O9A5iFdP>{rU1XZw8(Ecxb z;&jX=ex@~cq6tP+IF6V>QAPe_A0JYO2Y+;fwY&qkA@}iCTHk+Lh5UeiYo?;x(Fvv- zOyWdCy?5?hQKatot4okZrgk~3qz2hxr_6)Dvt40Mz{LWt^}o zk3xH!WxnI~%h!AI7e6w0-aNL`bq{e=>pS6{_C_B8&gu_peN)voGyiZf3_63Nm~ORE zen&U=k9l9tr;h-b{OxNKTI{Rikkn?UT9(+1fBV_DC-(p%{Q6hH3S3yXCea$VS8sZM z-3xQ!^p>*DGZ@YUKs zX3X?E6>#H7&cy1G!CJ+QdCJ)ohmE!$GHEaonQm6M!Mv>oVfD+m>o;^N=wS->KX za>FWJbIcHw+!yN2HB%>rqsEb;Ac;q*l1@H_DY~=`^9FvsZ<4*vp4VjCdz6*SJ+~8@ zD#>-5Or*6#?az~IOI!`G#o+3_T^}6-4XlF|#GWdICN`8HFJMj{lUE!EkYI+@#vD=2 zCk+GRb#Dx@Hq~99$6H?FN8T$9X?qT7x}uMKJWKOEu#@&{uFr+$L&elkuV2%h34hv6 zn9n5TNLGA*k!K+ABKP?8lLME zve1y%m(X+mWGtoCa(WMEQ9OE2B=$mNYFeTQCOo}2gP>%6Xn-v#8S@&YcSkjNPW-*o zZVz#Hi;6E`l>jeS#SwZ~h{4wnb9bJwj_cQ>v%CAVSdg+EPXbzefJ7nV7J=b5`2-dx z#rczOtgAv6J^r^Unn#h^8R~fYm~wi>rLKf4Q~6F#!bMjblY1g_lpTnB{mqH+uHJ=} z->ZzTMLS)W`-O4+c**HTRrm_H{_V}>@B3V)hq$-lf|)8yhx&+~s7 zar&MRlva@n7q7Z!6qs7{ay2ZOFA1dWsn0Xb^|q2S`pMAEy)r}X^?I$nwUJPPH@zK9 zxW%gc$PuQ#R=B#@Yt?M7Gx_2o+|YOfT+2PIzCDr_jzb9^Dh-6^{?hkJYB(ueyq3Dn zHMEphyRV#m9O^?41v894QAz{x=f@+ojDHqllsg{d>W=nau!$|`Z%mLLePvB3=!sCC zwy4sG;XluTd3!}-r13oR!E)T~OI}cqum!GzOP*g2Tb7;DkTz^JAuU;mH@nj5gxWju z0GC>?JM{}|Y|#Z-GyPyQ8^w?ATPo?EycTQh`v+(4TBys!+|sl0&AN{Ey?>r2>o4HW zkRQg+9?sr6DNAatV9`+#BlyI!0Ly;MzOl62-K8Ic(-PDRD|B{p{$aF`I7;E>Gb3yt zC;DvGwkp?YUQH9s3f*6OQmw2Qp9%?#n?Yv`W73-Q|npM+RAJW){X zOW0=}%c|O|*md}TS})=7q)w}=ER*lyZ21Rw7YC=)^%G&kD_={w3Cr?Iw0~DbN2<4z zOq?4ApzCDQju}fCA<7}l_D{-5Uf;XfL>k)s{mOfLsC4PtCdi8IP_DNYo`g~f84I3R z!BEd#;eP#G68q!Zj1cX+Q+r;r-T&yW@{k<4CR4iiHpLE&MGN=fUuAD_r)rW92>+^p4#XR&hYg{xAU9J=HH&3@fTp<#NJJQ0|5!d zqk)3c&vx;Lvsu=GX@5;DG&$UYE0g2RiE??j>wigXhWn`CrXKev?-Ok=@3epIJEU+y zhqprU80jd;bFy~)Eg~q=`D~B^T@h%LegDJZ7Q^D;Qsv*i$-3T^f{ErmrX6eYOJf3$ z2{x`Yp6&W-wXm22TVxzI_brE>@yeZ@!h=!MOk?!BzLqRTn6CfhkaAXp6=lB@w#>AA z-_vZ-okPHi8{T`6w#Q11>G7^!|6{fxDR~%(j7sI7xa}v1*4IReyM;2Xl&zCr-{fUZ ze;ioH-+tPXw5g!4NIHC2&?1Xh$_*LYBL_GKNriQX%cUpSm2^ghYiT(0f?I^H1x8|B zVC87{rEOG}d>$6;!t2qxJffPr!QX!Fo>hU=#5p`S)dtDW#w?{=0N|w^*K9K)4>;gV ztsk9L^fXm(H{u+k=&74{+W?H3@u3MyvXGF30v(jT`lX2{>c)LbF{4cYCg>ee?aPfD zCGXhY7XNIlC8(^SKe*nq1m%1cnOt_QUro#NDUN$KEKpiBwZ+h;T*AZK4L=gUFE8QB zdsZbNN}r54YGs{8VZZr9o}GS-*;~omha-kI@P7!mMPk1X-D^dgEAE?U_X!7EbM_ZE zHD%93T6Q#1>%Ugkdb>5w<{P1s39T zB88GP8W9ZMPo8PV4HW2HMiZtBmQd07aYXX3RCPemo*fo=Oz|^n?~Gz^OJFt9f2Ltd zflL#SE1UFs_`l>J9HRf z(k@ptW0lViq^cJ3B>`=>EZA+1NfcNhwbrskAnXYxZfFY)(We2mWJaxbTmmZk%;D!f zszDEhmnkFez8>#+3QTbrcU%2qhC>~{IcB5i?14}QJMTiMdye)I_4X|4u;l)6b?euA z+#bS+5ZvM4RbT#7m}?QnwO5FOB@^Sawb9>}K#xol%k`)CTdeZaq6R<$x8oGPdopYP zM?SwLm<2>C#7%{i#nP2GPTy{Q!F#qO`FU4&Wz1;1tWzgur~o@1k*iWELLdM2HWCg; zyt=+l_H`_yX>Qw(-)=o+Ja;K07uuDsivZORdgx-xTD{o_00D3DujFm?nZAhJqa zH5JO4@?N{`nimv_ zB}vVK%+9?E`}zO=iXZ+_#RdT#L3ek%N;$&= zIt2LQ;$o<5ZjF70!^(5F2Yunb zCVKqzW-*c;s~*vqTGBUr{NW#SuJ=+7*8TvPGM;xJ8&mZYhEu1Pdln6pxZ;tNeStDm*}?wHImt?Fy&B22FJhbfBbl*ws|2_t8eAp@Z;3k=0j1exSm7aDk!MUTM!Fc~dz{${X2x+qWU)8d zliQP3i4AmiFPx+VIX^i`-r@qxGW*Y(Kz9{8#=0MqCjq1J{;?54X@VP>wD zPL}k&LPeLQOXGp^aq590PEcf*lWa_#>lIXYQG@2&|MI|Q^+|=s-70*P&r25?KWf?t zia8!9E74$8j)J7vo=fj&erXAJNtOA!KJAG;PSCJptsFe1_wW&NAu8XPgLLCE z4D*+yPj^w=&oWk+9$ym9W0q>-ay_Z`1MkghY>ST2OXGAWBEe%4ZiX67Z)a5mFNL0G z8(uUW00gtyh^G~peQDEX#LfUPD70`)u|}YB|b# ztI3*FsEXvpc(<6|cIMk3tAYrIQr{R&^t*}(>o(l@fAAx`nZ39wi+pTR`GFc+YDq;U z@^tGY9(6n1?qD;R0OjdY&p%8_XoFeF2Ot2b0x6{$GbA=*TD;If7G`eX37h3h-F#V6 z8Qm4%gBVomuNL&@4>^LsxUwcgpi(x13U0|t_|f8Dee`|{Fcz9Pg$LkH*Rs@Bp-$qm ztQl`-KM_g`gio7tw8RUx!`?wVIpA$Zon4L+-+D3c0ddbn6@(AWf1ps=qw{1d--ZJH z5A`V-R^c|=H$-5Fy+g;zzy@?BP^XQRv!@}d@o;edO!smrOk+AJ50*Sq1G=-jjd^8W zr?V@Q&k0N4IExi3`61PA&S+91;sQt54**y6fB|Y_pZP<-ASHN%Xq?}Sa}aNO&;YAv zNV%6t(UCNRHT2qh1?D71GtN_!CNuNj1s&45rcPs9QfOM&wps@_xJ6J_irs@EL;dSy z&|v+U-%VY<#1|t^WZd?aW837Cch{SO0MHnqnX+&=t(%QQy!$U3j#|1;%-_#v$S7N} z&gc_wHi9H$UpBj>i7&@iB|U=Wc()sJlv0WzFRM?kuh-x1fpB56|0){=vn38(W-j3j zY@VK0+~O-jGKwkIzs+nEznum5A99z|luE z%O(h&nv=Fuu4ymF>SOLRHZ{WPH_Fq1Dyq!FV=}<1Zp@hmEFba>rG=%W5rG~M*v^-q zvO||;4g8ltx$;Hox~IEO{8jLt>guJ%{O%YYP5gioSlztv?g;Hdpj`8doD|@a@X|9#3 z?Nx4>bZSY&o_>2sjHx?GvX0TWDJ(q-oR4%qm`O(Z{?qhwE; zw!NHp*BK+aUQbXD;xzVR86tLt(K|@;l;ufslV8K|K?v&e`$Rj!Od}dEy7vk~n>gH* z>!=xynV+~nm4A8qLnQ(_o!E4d>J!a|%j^s->eM$=+S^uc#ObcAnrv41Gn;8s{Rz4W z^3KtSO$4JD^!2UQF zugtzHV?7xmqiZZJY`V3mu_(szYQ$s-{FF1=>kW{@sacBm3jJ3#{4;M*(`M`|V(56H z{!1R)->vsz^)NQM)LDqv@NIFPz?pa2wDYZP8=w0gAXOFu%AT=F2Nd4S<`^yXiXIl> zWz%e5!fWM5P|?WF=@56tR6{dIdNtP}W$C6TDeh-DHlUEje5)6O6^BzS+~pIW+aOnN zcnac?ntWvyk}&!Ef~*Xi-xDEdQ>;zq96m158$Z|jAB%-@-*E-|mF={@fswb+)*S)*ZF(?6>D?I(w} z*~qO5zD3}E_`L*QvCFGW_jzw`-uyTn z(O>Gu8X5`@4SnKfkB4G#L`eQ8VnvVsG-qp4 zbBfyCZ;sHKwyaA2YrAGtv7i9USjA|Ec4yd<$8#`kVYcK#yT#9t+b3R?dK5-mgm%~H zL_dFd=gu9`P;f>=zlXz!y2J7;GfoYSw*-B`-4ysg9+{f!{SN-NsB*o}^q22GKA&o! zbLQM`4pn8i<@;eAZw`UG3 zG$}lm0@Gjt_8h$IKtxJ&F{~^bs9#GaT!6)A$umXh=lUZ(rJ-=V&7DL7;MCi{1r~~J z)tQyMicp{B5b7VC#Z>qEB76bU$+Ds(1-53s-lY1j#(I-DCMg?5Xq=j}Yo5}jX%nyb zu zfcV}r4%S{!7sX#G^evShJ>!$HxVY7~I>!*jgPf>0wJ!SmCanB!ba&r#*1C*0*Vscl z4S~#bdQr!q!gbRAT+pf zZ7;iHeeB)Y(A2;@wQZ4@L;drgwV?GTU-y+UV6o&6OwpZH$(Z!pWbC_>hpJTx>?az#}!^_*(h0L5V2pOdVVeaDCNM%$%3+wXy{pzc}&~*+*GD0DqFH5 zCO%g1Z*WhUxWwM8JUqOQ^GkpGiTgbLvmx$wA}MmJ4>Ixe-G*xU$W|;JVui+f0$0yC zF{Oa9IHfr#s`3&mHePwQ^!SWe5!-!vd%!l}EN|Fb)zxFuZu9BOok=`KId21RXxIMh z`6;j^uthx&46@Kh-9?_oiUpY925VEuD49FydTwIS)$&PvHjF}?6S}7Pl1x2*;`Q8` zY}5^W!e+l@JWuxI3SGY_Fd-vwen_GpHWWg;x`WB*fdF>l+vOF}x>WTD$NmSp8 z;_EJ=W4E4FwOfP@pjR!E)y-IKX+K;Zdx^+%`KCpH7{86Q-#Z8 z#T_&FN>76(CAFwu2Y>RI@8x(w!;JdyT=#U!fK5mO&P8wqStVFiEFXwT@6zv|K$CWQ z2NuGy6!CyWEjwukC$1FdNk+~<0ic-_E(YBnP-t!N`KZpA)m z8)W|4$7!Yx^J=H=OYbh!3gV2vFyGoOf%I`@yx33?Sm=CpeB9a8ikN@dIjuhlJN7j9 za#f1sgb?!=g!~m$c^YA7@-*92^FEhs4Fns zWgRGJPIr~1kE1;}LXC|yHV#+q%#_|r6kEmiJYF4No-u8M10Lk7 z`w^}b?AzU`C_db|B9Kjr*8ANjaQG1tp;q*oqm|X9)~gKFay(CEZ_Uw3A{#j4=|pf+c5xU=3Z)*1)6O_YuvZ8OM}K zi~%o1e~OKq+zJ`J3ccS4f0dULerZCVGV|snkqUA->fAS(Q0r6pSReq^bg$@NeBA$z zpDD_epL5N}8vXDODZR7vR4YiF6$9m7ovCmATL1}F8~nB&fw?EhWIjw}A&m+XXN@vx zKEc7oBS1Nb1|AjPLVKJ@&Ee}+oX~HSjK>qLJX-1+KzTCOnZ}zAn#KUMu&TVA_J254 z9joYJcRu8s65|Ka#-5%YbjK#EA^nwEwTh~$O}6hP_kjozgTYu{`fxCn4uW5oEoY|FT5f4`awR}Jg*@)@uLjq!7TD?Vxf?f%jr zN%Sezym1CMgY`O>#nVs!x@+|iGmSj>)9h)0O<5u*x;$Dv9v+;uV0~+fI^y?S!mts~ z)6JU>!C6s@_j58n3k1CD>$ZpYJYH$vWkdeL2ck{^c_$teusz;3c!jRawy=0gogSh zRT*tp=WTY}elaZn@=e{#uQz-7`?no0ykA%tvuak_AKW>#s(b}zDA_{42X7>96yaef z%_=#&mkyR9v`5!ASgP1m*I%G>33 zHu7O)6`WmN$P3%1smXITBEpP_vG}S$3OAY}^-|D-R{j>Us_IVfsT;po9B}e^mDM*V z_#gAs(|cZ1nP1i7TVf~wUM18`{TjQIfN3hZT0<6Js03=w;Z<}Q{HsHAiPQY)d$~f1 zW=RU(DEHNk4dQ<{nAP~0utIs8Q{RYI|2UbtjT4h3$+P6Cdwkb^_CxzaGjKW@`PcvP zF=?bDwtP1Q`v1$)_Vf260t`st*S;uo4ecYmebU`+qJ1Yyu2`PCwhp{T5fK*_7y1AJ zd*je?1Dh5Y0Y);LHsY|m09+D50d{C|xsen4&4VsOEKEF&-#Ts>>o@h26MF7N*tMC4 zXboss5>k`Kh-~sA(|VRp!wzQ=qRx|#l3VKA(HOEnIS}K9-+H|WPwCgri8^;Q*z2r` zFg~z?J%;vDunn>GwXLu+LS<%@SKE1V?q$RkZHpWDp0pe%V45#|F`u_2W3l&YP$z9Y z$*jB8-kAedq5|(7P#l;LmXjy_-2*Wgb?l-G`QLjvYaQZFtek=xZR2=uPZ5Nteklk7GONy5Z%Uau{qx>#QO}AKzuX4_EMqipsq?tjJ?!r{;vHdie z$dlh+ZAL*WqMj++3cbdMl^yA`^0^uTU+l_<-KCphD|{^12@BueAEVdyL7lh zsi@8bIWJ3*plxbgS_uv9+A7?S*mn0I*LA}zB2@TrcQ1-o4#wStIn*whyj zFrOwI2ev6C|Exf}8IcK?U$x?XGXyHYyD zBZlurwsRr4uxvasc%Mtt@szsSGFZiwt6}O%Y1?!F)Ra?en4oMbl`fGyK(a~qqy>nh zX!tz1nP}m=v-ChhqVn=}f?Es)2w_ieyfq~|nU8*M0v`>14K6BSK1sW*K(e&xn%P3x z>h3`8owTBGiWI6-#Vq0OBJQbBjq{Y?_TJn~X#N1aE~bEm<9~f)qoIIEFP`zC=Nl=8 zALP2BJ27J$t|`zLPomssMrj;1=9*2Aj7zZlvRn|Y_qT?bKalgSvvaqqgq$GHo!nq3 z)LvImC|zfYtcpOmdX`GoKwN_@pB)hd1*XAAenWBbJg@XjkxoEt^dzP%8nkq?4Vu#{ zz)U&H1-kLDLT5a%pM#NjHWN~{`el9pry=pBfxogo50ucyxMdARTc<6P`jYlnX;?y# zw#`dB9)}<+`%Ch2-V5PTSNqFH+>6&Q92XeXn_!STg`OPbLXus5Uv8#Z+!X%KTUka* z+tR^b*B8{exhs9QvBrcAhLrr)?$sq)m8^`YmZ=M-exWSbzyQ*j6oT*_3u3<_s9bE~iI$>$jS>p;0@x+_?cB~RMg@l5^HW(R2ebMJmr`9iu{H5@3E4b7cNe`mVQmYH1RJ4qJUgvMc|d_M~nttad&^E`=tLEyJgb9 zF0QZ?+uqn*mQB(0sTMvJe7t!mfyvjQZuftx%x|?!doR5sh4|m^69?oEAUOB>625$8 z%s3Np8gm5@v0yo5rv%}vFR=IV7CglMeJy>|T)b2XJH*Ieu1kY-#a(c&5heb@Zfx)_;CnwO zOXzrzl*C?nL`gD#U6D6&cfgthaw4{@oUM@iRzF=nLXNtYznDV46peJ^;7Xat<+daC zb;A=DaivcsxE%kjH|i0Lg5!rQgo5s-ahG=EvHC$lRs`j~F=<9vzA*+D*xM~CKSh)W z^*&R!trN#4)$gl-&r@e2?BY7Y#eRYWFit$Q4aUcX&TN-;_m2(Oc*rjjk^1po@bed% zA&*f@`4jtSdwz4ziAqDpMBTEmf{??TVF3NqVP)iqTB?0hFvvvap$OG8%dPoi4%A^C zZ@B7hp1G{u_|mIaV}`92Bz_aRy)!tarx%-rjT=y$th1bK{#uUISbSfATtjbQ#9f9! zP)jI^-u=pJ5-hK0TGj8U9w^S+xbsmYcyeL`aW4(NQ!YK(-GEP3ie)g<>`c1Os_nh-VdqIU< z@2H1)U4WU;!cLatL@5)LYkt+geX1BeaK@2yLo+a34fx5`anpE1SCPO$)oeHWV$HS; z;TjbnuGMX4kF)}-6=L|XviRIr=IifdHhwT3TP>G((XBnW=bf2O2BQ0pdbO+jT(zaI zn#wB!Y?M-V73RZLHIb-}*;u+qIrwqaZM9m^rs+HI&6+>|su0H{!ymtwsSYe97p;1; zR!dG2MfT7%sD0Si&u`Uz+;cnJ`Rgl@?0`59@P3KkXa?2e@%VfPNswwOhlu7z5ZuewU_wGlq+fbF zSk(b=W3S2@&^CnX+kcj{jw%`8NW|bgjHFYR=iyON^{YOoP)2^lYQYL@X2MY_b=8XX zllt~Qghs!vQ%rg!M}oZ(LE&ssXWE5aSzeS)Rgk#4al;p{{j`ak7u^z(l6+$__4`X( z-qtqUK9?3VbjDFPL~Z+}f3gXL=*8snbMFE%<69Mr%;abi@WK(6tD5-aItGNUmpJ<} z-#)mv=p-5lb=CAl97NNI2pn<4HFZe1t7Qz|wsm=)E*@2_$U(xiu)1!I`r#Muhd*A| z<@A^n;Uo$xX)ZO$=lJn!3RQ-k%%^pn;8#f|_jPxFntQH`?A|Y1mM~*5kBoj>zcxww zr5KD3YyKblyQ(zk(obF%v>Dkrey?W#;X>FHh*1~;y-nklahLzq`QS2veR!!?r;$tx zTmCv{8PR881AJmXs%9Ri=#ha>ZhQf%QczWJ(1`dEy6$QPdzPMFXFC)eY8n212X^+Q z+IZdS)dO@BJTf*Yauk@)#6_uQldzM0l~3cONCzR9f&FE$+Kbt z*VuMr6O-YorTb2=qub_AtvVgoEP^#}9Aq;J?0CR-wqi;L3JjT?sv6-ozy;O%>u>xo ziQzwMeu|=PGxdc5AKhr<5;SOS+z2XXBvI0HHRUqsm7jKXH`+e82xDwl06A}Ps-}6P zgKCj^6{WUG8#cPcY7!YaEZ$ar?Q&=YCOZxUE&4tFucyt;oOU^71~+HZtUJ$5_>Php zO(;%>MCJu;xqU)}cQvc^bhi$1m4O>GT8fGrzMN9hKWRz_*Y&eaS_eK`1Z@HR(CUte zNCt>jTfNO0VD%9EY4c1Vn$GdR;{0JJad|n>=JUPdQD5Fa1`I_MBj0-UGV!z3YXUdV zs$!+2Kf<--Ecjm~xR24R_uuQ=TSnwmAa53}Ho~zG1b7k_B(Grn>cj6#h3uJB{s^M4 zR6~9`_drN%5D!>1eUgCo=0^`7M8@T@PVsx;H&n%ooc{l)ZU4oGUvu%=p+kp&f~U8v zeWJDtgy|*EUnMfrR0Xu6ft2KU zih4tr9=3Z)Cf4yGwX|^4!L5*Y2u`T-YhtW+sTLN-fBaFS8I;(2Q(bqeJ^7$^18{T> ztuhq~aBmTo0r^xz2mLvcTR|*#)1TIINLnUjlI`ph9stN==g?qZfLZ&zmtdKsW_BBiY;C8AGdVk6wl!0#OCD=r)pW3kNCiQnq~fcf

c;if+ov#+C=RN|aoq3m1D&j*LDJ6k~_+xy2IWz`P2rG*#s zL$$%C=H~Lz3!E6L(q5u$j|7fTI}0#<5}FQ~`U5-~Rb|z@G7o(Pm)*WCo;CJ*i%0ij z9eDQq7kmhs2^_#Nf^Er{(YI5uKpvI1^6j;&;(*6q_KPdP-)rLFpz>rFT7nooLD*p4!!3+}IxY^-Xne|6a zvtj^F3T!kSo zKi%09d)}MIZGvZsijtVF1Vj`15Pqa7z8?0!<~QWF46o}4`srJql+I%jw40xe@=fo$ zkb!s`((=fM%sM^098VI0v}w0+`PDkzsfM0428z(hpJ)(}+14W1>I9N0l1@>-K!EX# zShN)T8048WoFE6!KQsWLQgdQr+4!Mf`vgH7b}exe%G%OzS7mjdZX&TT;?mgJN3nOl zFb}T;iFeS<#5FG#yN5s9gjf^=OO~(Ht^D?B`s5%Z?1=&P@3E&Z=CyQ#1~uNhGN$^u z&hD^h*cXb3OQzf+0xTAk2Qv|Th%^>od{Y-@(Idf}>9cOq#ke^n?{N3Rv6 zjJPx;DNotVOkzeF_mwfAGXuBzNtiw;^R>LYKOr1d(RlwP1NpgOFGa690CI+`RI~eo z^L|%V5U8og>>H0Tr4Cc|RjqAfwzSX?lzGd{i(4PV;HVwal|6RsQL*f-`%DuSq-?}M zr0?fKW}MK9mJdh%B=#;{INx@fd?th&^Yl)*A+(S+kD5w~acVs9*nx))md4Z4g_g(3 zD{CtZ{q7IQu}zP?FJO>o>B7~1x*K_+mTj8#2}9hBC1s)3ukha zE8bTR=u0eBBahf0wZtq}5J0t)SnRvvx_hbFp%8r+#-2t|VNL9xR4v{LTf6pFP1Eek z10FmQH*4D-lD#cOn1{FfbtHgHZ?!Yzs8vB`iVr=9BF@rZ1Bho0-8i!aA$1Svv+$4$ zn?u8b+=8&@?ib{BX*UF+|GurqoUdVdOCyxS+vy zOzq}49CxXsGZ0+w$LQ|+io>GhKN4g1{X8iu>ez zFLzDs#A6gw(g;=wYNKzqH%VV~H>fGcYMX7z2_gP^znb~a5&F$Lp0M37J2@2lRl1W0 z_u7&6ZfLwMZ>Qu`){Xv2WG<0pzGX3tFLM+MItV->KvrV9@b{gf|A(&kk7s)S|NqZ< zb*k5?Q%)YUaSPa_DHB8=gmfaiyfDnoSN> zj?pERgjJbUYA<>+8d|cA!pV|{tOrYoDwb`#*<>iDa}%tPhKumo%#D_uXQ_lq3;MU> zo}^wNUoDBdjEo(@&`mMqN%Q^a$*4&A{)uRUHKR%6g~R|*6qQzc&>e$q z)e}xK_v;y);`NsCLLxz9otuu!O{1i#^n2HJ6#SBo6F3i2qSC>TJy+-R_!^JmR?jk| z`G?l0oDx=`&&_dT@$9bbrO|g62U;_S-m~jDKLxIxw~<<9Iyqq(MJXb2HB&8exTa;J z+rqOUVKT|iFQ;UGG5g{MpC1NxJY^r=b>vfkSIySE$;tK&1E1O|qv{lCCZuk>)dpPj zX^JO*HW9O2nrY~=Q|O-4Z$BBb?nY(e)I>tb@nK`{yJm9vk^MoRZ0*eA2S#Vm@ut#% z(EYO;ea?gq2MzN&ou?_gY?iQZpvj7+QKYFvRh!`VCnwxjO`GhLqGZz&?kpQkuxEjw~O$kFjgvm3bP z@u-1_k0Z^Mc6uv>yX8%@DUYR_RV4|DYx1l7`*;8TLit2w+|?$!v-A~>=NN%M#`-+5 zC348LV;_A+5w)YhN(5hl!odTJX(DR zOdMA-G?$)td%aOBsbm@Va8n&w>!rvx&K)=zi7%&NRGrHZc4Tg-GvVjPGizhgME^TS zbmu4Wgy511!75SoYmyy6Jwod%*X6iJNW3*NMgH8G!EB=ri*f_&uYnCOv!lm%fDih_ zujazyax2Nc0QNGi^Wp)I#os>ojIj)6k0!E664f!4(@{{IZXVRK+U)9HC$)AzcXnM& zQyWaeqb>}WvmCU4VsW|tOP9{K7NPfPS$-%H zEI?oV^bbX2@HX*A*zTckewHPm7cLcqv=$sM=*G>D6}Z{iwWk#q7q_Wq3ao>ql^iws zKbOja=0z|E%PkkzYEB$D^{;c_-v;h6pWh(5(sGJhFzrqB%xGB;n_2->1&KsbHC9fK zk9?e&Sv6)k)${US`pEB>zgt{fE*&=86*u3VBT9-}@cgy*Q?ji{h+d4gCwHjwvLh|( z?Q-~BZcUH;pSWfJwi+?-2h-6dr9#fnXP-TPKGxoC?F--`S34FQfaqzlFz@jN}a{Z+>#yn@q6Ti4JP|Q26DWGqybNV zU5k<(Ptp3vFEFq#U;GwjZD=@YJ(7+`0-ktjkCSyc5ilpq)8gh@(IX2g4!OVQ^S?Av z%qIPg49Rn!QVcRq1~azXXZZqZkZiN{K~OZ=o@ll-Ex_NOIwpn1#eenVPB*x|XMtAQ z4~rt+!ec#hU05b+?TVZKQM)W|`8P6S%&;BNtS8ZQ=#I z;QxI9uo~c1jgF)=JgXq7jR&@pf3K{(>=rXx-eJXCuT|>- znNwew2XJm7UkjnV_AuR6Y)jn#def#&R1EyCT1)ABM?{MBn9NZA&Rnh)Q))+sLq5}| zp6_%Tp&-Uzv2u;W$6gh*P8V5vBV-gLhK%f7Viy&B7*EBl^_ivTNF)*tmQFnQ5Q8?L zBAe!BpZf*V{vw8m;c~|_ki>%DdQQ2 zp6gmN$uAxryV11~2n~7<0zG#++Z+2_L3ixR*_FYOVRyE-W&8iKof9>@Ql}Q{n2H&K z#tqywQcU60sF@mgs&o8hSo&XS>|19~Qm{MdM`{imA2;4sg6;M%h!J~K14|gKs>iU! z;W?N&IIUXh{q*zI;cwqSQwYKlS!R=|qljqyhOzp$_mXq#SbIbpPnEh-j;hZe$2ph9 z9ug)9D8$}8BD&TFyls`mc&RI4JITdWkC|xi@pup6OvBMDhc1|I z>e|2z?g@Cdzv7>{wi_60vE&9u&(Rh5%MkzFxY9mFG`A(mmg>`aiBae2w7I3#^{B8u zxs)27t*2Kxk?E#N!vGN%x2Y>SYbz75dhe0kL`Cp?tYE{E*1RqKWZkU!-^YuqxU`uf zBJR1q19|XT>4a0q8M;cb-q*6z$bpT&oPr`xvX{1g9MGuTZ0tSr$hzF`8HPVOdj~^b zQ6UzpLnVuga|iqVdQxWeerbc??N)K4!LennAAb>4x8HF(wtm%^j8!202gN?O_^uH> zUZDxDvP8_}ex(pH1@so1oaeHQ1Ag~xWyf+$(p!AdK~ZNq4mtSXetppCIh`0@g9_QS zg_Fb$AWHr?6v2?)Ik!Bm!SQo;xrVF2oh@9$s1b~*tl#||)DWS0=XJE5Mg4ij73=XQ zamASPwrY$z>a)E?{NGE?@*1C%09&Ur&eZxv z3aMXAc=WBOU$%0N|V*d0vj8UtZba&#va+fvhPzFp(B8MFUBO9S}TEGg}|osCYw z31KW0v8*m?`CK3l8B-mx7xolj^+OM^HxTz#S>>CAllE6o*9w z`7rAH2hTA|`h~IZkuPN0zYw&hzLpfoo1>vL+`uWR#i zPbmW8*G03ROt?{Zt?4(MH2woR(f&FHc@)3HMr8N&o0aZIvjQ$8Lv`xELdrT$z}7Dl?147w_&>GtY+$X68Iep*Sk7*|FMG z@^S|WZEiF3sQCEU?j%#fr&WGp+q^8#Xn z*RmM7Tct_n0Yl|x4LRG3q@mq9p>T?q#M0*YGdd9w8bT!*yPmx*ogoGSBHrW zyl89PbhF+z(e-NPu-x$d?#L+Tj)3&PSjv?@r6y~L+B_gtLebhBI&zxAwVSL5g+2fN1+HN^rH6hMW z_LJ`uePX1&A#+TMJx`M<{jn5jtAKbykjAq_2nu~nLa|Q>xAt#%6g!f9L$mc`DavHAMC-Q<6Sk=T z^XT}DP96T?fXX3c6*HsmOaU)6KusJXa5W(v8E*^(_7^({?_7Tx-5*JK<`PP}f;W@jciZE7fv&je{i>#9c{AIR%f3R44-isDtdYt|QFVzuh< z+dL!{n$wt^#_I{#;Qi^Q-x(R+y z^J`r)-rds+ulJt1a9w6=KJ2HQ4$F<@kA0N6hFGzlOPjX)WJjO9DkHD}rsM_Z45t7NNxy5Y;xlP>Hv|xXJVyV5)UF?qLu67bCwf> zugZ@*xkQVr%5m%czH6+)a(*6*xc}E6$+%MBHPD#;&|+wQze7q=J;~c9ax*GX{(V7t=j( z8FWdas&0;X-pwrlktUE|whYt{wtM)!puXzer9rT+N0hD6a6S~W{GWeH!{4)5T=?*+ z7G5M~xPYpMz+_kj4mm`bDI%ayE#fYC@-4^%AZ;MBRqf{{_4c-6pN?$fuusPzIa@6q z?`f^U3cWpQu9SWJcnL(VieuWB;2mQ1^#xW|Rw8OOXe@}Ji0C2&km4YbOz~2;n$P+l zSiE(5M?uyl#4Q>4^3QM4pSFCZ*L-6>`p7e}%&$9tDMd>;dXyTgjK%|WlR8E}lB5{~ zDtHc!dCtkh3rQ}+F9U@F?1W$PCjD482Q-wbVv{&kOf67&M4-Ave2_Y!36(avok84P zF_je@NVRCG%$N|z_Ce@A{gFfWaN-6nTJv|b<%T%Bn0fh8{kNTICHbXb3&VzT0oOszS3HVMCB9-n9ym}JC3|;B?em4N zWu)Hih>+J0q9iy5etF9#x%nU%PSDidHAS@1rwND>xwzG2ZS8Yo<#2W&*kfe~JE(rH zJ%kGv-xvBO7zAFX8KUdGhz_b39n{%RHuu3Mx_0}?QY4U*XswD&cyr0TPW*pvKcp3a z?N>nbMtrBr$wd_zSeuJLS{f_?+wT4^ad^agu%Yf|&`^5Af|py!YusX3_Xe-@=xRX< z4Ab6mvyECJwYb^q?T`1hX2;I^;o<2S#I5jyD`g($UEjU_jqz$#AU*R|Th5$9B*^0G z>e+B^*jKOR-FZsf7D2*$xMgeMhWuh(g^Q&JZkP*jx2;cjgIxVoeyqZ!D!88;sNlXf z1SMRodXi4O8IQ+Z1Fmc@l2-@GbhlBtS8E#L#UR1`)Tn1f!#mbeW>grxI z>^KH7XaMbi3-@jD-+%voPyW><^v!~?)oSmCbyKmzxznutaL)P5~*j;0)3e50eHO3(0Ii_*N`D3_YZfLTd zJ|0au>l#tK>-2A&8s9=pxO&YAnKaRHNoz;&rY*u51KzJ3$9qa0y`;SWZX(UZ3#!JW zGycLD4eelnS_EWx-+P#B5Tq8awCg>SOLn9VA2!LbD~MY_zmMSAR9*0-xtP1dUrYKjTNX}NqbM=e8jQI8crqH zV83b`%Hbot#*))?`(2}^$AMvAkFG7Hnv$!i>BSK&sq0TH^vk=qX6C2+XtWf}a&va6 zJl1Zb0eQ*OXpL<5-FB4u3Tiuj`WmOTy(S3%v%$l_PJ=7I3hQT=y)MwIB&bC$v|(;*tx!f+RVH9;E(UEoamW=#=KbzU zu}qLIu=Ax00ZB{|tEL}>OAh|(aQb67_~F-$R$6N}K%MCh`mOc~=Dk}puF(U20=9OA zL)FgwpawR&HHcTSiyk$1HCb8H(U|N}4n+`min1RBK9sDi-q9WAF*5VO^18(7IBT1s zGY%EhIfRRRkVcy@-3;|$F@l)kaW+_~MC~J1$s}LW{lLkCr1E;78R#DuzB6} zH;B96+S<9U=06wea^B!AbY08~H2hBp=M0mAmF`;Zva6W6e8J%8^jI?8+4>~Kv4x*p z{97?WyW^sL<`6oZ>*SI4-c$6$t2gp=O#EFg=qKLM|sC>FKJN`Pj^!|3ZDl=4l$XdKDuC#yd zAl$dvM69OoPkN|7e)kncSZcq9xN_>qNv(e>bHcsT+1iQ$Ucqr=!Xi&wG4zXu8{TtM zh?XoNYF`_R-0qmZS)W57ppr!;?a?K=>(AM)4^_ExPWdDn5{FjZm)dKMsM@&&wbk^r z!NA=}IGW|&^X6kd-q-oF&@aiaB1 z!9kBQdUsqv*vKyW?p_zM)NIVXaA;H%tD3N}^&%cx8K6@eP%f*gGv!p5(>11N=Ht97 zW%2f6DK++pvmou(&*OFT=A{1rv<}2{GJfX9Z3ObvOjh*-dm2N-@LxnDw?ZpBE+SLk zMe$c!K}pm=OfIW^-*IyP57XoK2IpKgUH8_Gv=})3Y?VJnGK7@L+*?f2WjnUYL`bQ=(~fAL+VR=3e`f)U3iVT zlZ11WM@Gx^up`e($l1SgLKI53J>;bOxRExQ;cCsHw5^uGauQpyLYcsVS=5?*9AqQY z!kob%w|_FUrbqm}kJcVvk4^M&IiDk&+hV3=Z4)0kG5bM$p0rI9RauKs%U~9%>9KdK zBFyXcIRm>b<0FFJfzA>QyZJ5s66%2Fql{Gy zIn^}sF0>Y?{^0supTLcz`k0LEJEP7HQ*!r+ZTt3(tcF6Ck9Lg5S*mj$u9IFz?1YT6 zpL?!)O=c4oN4=q>!^*DUS~Q~sLG8v`PaR-1rTV*_+1M$sZNNd98M>%B_`vBY_u`#; z>DapHiIx^lGJwQxN@|R9_O)#6kViajtdHWR_dR3{P4u@Z(?mSC;b<}*w z&WIErCRX#Z-CxjDJ5pm#CiWF$x!?b6mgswBkPpY$x*?XGIjM7FMS0=7KzWNmoHW9_PH%ib01XIaGO;Uhh71|s4C*<9JF%W3HkR&860pgi3;FnGW*&(mj3GxY2OQ3 zFpr4-O0OuqmWUBcfDsFs{2)wUeP~i1h2Wn4G}KJufs+(D2c9o>z6d8tfO;0gRLXjC zXt}y+*fTKE{j>GKTl={>%pO1RzEvV`A@VtZVXy`#_D9b47aMPhA9l>XMP3tvLxRuH z6_mls05%hhq`r#Dh6X5~5><4}ZIyqGM+(dVHzHKoyBR>v>fE_h_>GwOfe^6bvFP{+ zr0RghI*(wPkeHXbUqFPF<^<=a#q5Xc$mi4xmQQa4qmS7GN@#j&DhD~TFG{QzJ+CiU z8z|`r1ej_Oxt<$bGqxRqbXfMry}tK7qQ~+Ok<8_{b=;DU-A2f{T)d%S_9imtDi;yI z;}@?TXj!h41N16Ic>P<#|2_Ur<>;i$O=+!bUdju2b#1Aes`kYT|AIOnB$St*@7=1H zYynUdFM7$;m(ezuHoP7Wn}n+Q3rQJ>Gfp&;8A5%q?I;%x>ML6VJ?-`bi642-l~6pO zdLMtGt!<<|)8~s-@~>@)rQr7q>h^g=m^C^Nw#D1vJXSesiFPZd*moeb7mQ53mNV}T z@fJ+I(S255O{;$rbIZy?0ma9|hA zUc?FAqDQVkY7$HvChMXkq7T>As5-W3-%Tec|McbB_~rMPPdj}-EFxDs?w>VBoo#Jf zjm3>f4~C*qOZ6i{4nv&CvR+R$A^7V)EbfCn5B%k@c-Rh9js4rZ`pq}y%||OL%Q1# zGjJ6K+2y?X*(p%^|MO|F!7A!2=2e-13z{x~54RG$<*mpnLDzxGUl=iQi>)kp`t&uJ z@m~_Dq@3l*?R$5#X_)OG!^XzurgBJY@xOK6u%<&20)+7ZFlr+^o~xoo)#M^#$<3L6 z91=66j)?XlF7^PjLzMg?UIb)mm&Zo=z)ME9BC+FEX>j`^dz99W4t_GSHGm9kU&lh0 zVOY*rpTSFJYI?d4vfKKyz&nU|3J@t4o|xFQ6M13LNoRL@A=^!4x`l@#wT_MKVPM0M zBheH+IyI8Z|K)W$>(Opck+_OKK#6HJsOp73At+G*(2uvfd2_iJ4cx1cyZuPAI$Pn} zxmEr53op}hp4~Z;OAYQf)6>&ayl3Bq8*Tv9ZG%>1K}aOXIBxwpM$G-&rdrLAyBujF zQM{Knyd})nwSyu1mYP<**Brkif}&bty)gX5jg^!lH5}V}oU##YZkDvrhZyULnS&Ri z4m`bHY_tn%=98bDznhY|>;&uno#VJ89DH(R(z;_f>3shcdfgGm(vu)=|JUBxTZ*H z{gM+HVub4ucqjwTZ|qzK)xu3Da5e=I+91FEoT_z9*6gZ`s@1AQ>vNW@dL^V-^l1yP zFuJGBiU4E@PCTSp9n)dFI=MJR<;q~?agXByKd*q`9uUm;lsUa>dKtF&+3*wXV#WQU zdpj&~psS*p{-oqKy+uV6>)85;n)PZdH2`LCRab`_WUPRReqdp=66at125<;CoT_!0 z$kGEd!Zp+O`pKj%RoeIlT0F)hS6wHwzt6HX<|L<y|~u_?=N$Dc)R@_5jI=VYUGWr0VC6N1F};D~c$qeY5dEgRmkK z6{SJ4dHs|r@P>&9)lICccSvBF`lPi#47}bgQ)94)gf7GG?19~5YkO)u0TIg1U2$#s zaNn>3T1>>B$KqaoOsO+#7OGWwS2zr%wnq%P{>6s^w~Po4=pGGk;OO*@)U)5)vS@X= zGLlnX1sV0>hX~MDxLE@)2&p=x)a09X4wu*qW{mUyRQCVYvdQ)b!}m2%gEEZ8o@pMK z+$(($_*Zv_Y2{fE4?{_|M@EFECrt^D|LT^1ZnB%Km|3l#nxu;~u?_O%=J<}AP z&33(lFWSm2NZRl9w7^jX4Pag$>nP)-;AYfh%ppqik^WsAo7SWUA_q$?{%T9Kqr_$SltZ6%8Lkfl=GjVw(PNw=W`SynKw1vSud z^)EMuM2A`8(0XiB`w%x-M(9%vUubSxy3pRW$~1_#wII6)$L(@YIu30wUUv35B|h1S zXk#;WbiuJQ45vB#g;BO?+2Q8Sj=iQt?|2h3cblu8OG{yRT7^H|<)=>N_(KGodtdB`}3Xoh8s|P3OT$%uB;9|S~65$VlSN_N@29@E_hm($cHdWqv6ZK-F`X@fkI2_24{C(N3x zB@HKAHn=GKw`I*`%~!B8*L2rEG)YQ+>$?T-3q9p_zp2Tb=$}vT8VWHgH*u@zcP4hp zynO2imitaFe1DppBap5M(@6J1>(Wr$1o}KQg@^agkjUbw;pnlfJ(g%xPX3Xii{MmH z&2upBv;FDi8rIIU zSjMhN$uo=^dmJl)1&nrrdE9b2qdiv}|KXxCpuURu*@sbsx!02eE*hceJQ!kDUo^0d zU`^<8J{$~Eu+77}b_lG(&(*WmYLX2|E#qp#@fCm?Vh3oCw>d^SUH)gI5%W%f;-fUY zd{QejU9qbBlqnI0Py6xjinY6{3 zV3xBqHJYA8aHlc1L`mMD7W;(_?$i^_>l-GflQF0qrn<>FGkFYsQWN9$_Cp+U+f+XVsxR z0@2FMu8dxQV-m8S7qZD!$PYze8ele41ircRvl}WMDuCk_Rlw{xnec|XsHj4J2iRS` zztIgJo_&~?3azpIN3{rhOJg8VCzuI10B7ly3qPFO`k)lFm2pQlxv&rtX^0wAkQLT) z-nzL>loft0OGw_zwIkbdiQ4FUIHB%iyL+M`7gG$)8W1}) zN9yWuVy+9no*+gfvVam=6X*>8Aq#to(k;PTSi5lD(%Yg>lKQUer-Jh*NNYrXyq#t310rns$B%ugo&SI$_f_d?(@#GlmPJwsTA9l5SfeJ7VIbQ8 z;~>{x5uLks;_<$KKZgS`=RVbL5{$E^Z21=q$XotY^y+1slm8c38@@un@yE zFpjJJR4H9{p&2>K!xEsypcN+BwB?>wdwiH#FT)m9O5omELnz4XitmM}!PhqdrDtI1 zkZ@Y&?@>1EO%8H6d87>f^gORcK&u^FD=6$@#Im%dbVK~+6tMmBFJx|mY4}`i;nf?N7 zn^n*=$FyEtpbk9jfE9`8^+-of2x8o%WF6BE1e1Ua;V&W$dRh<|Or&EdN^$62HcLu_&jZWkBZ8YTfbGNdL_@y`0Eu zpAER7dnQ~d8@-r;^sykjoiB(Q@WBS>(1H&gI&^_nT^*TOwL`IwGwJ7zXv&3W{o}3l z(mOswm3a=e8KRQITM9@n)t3kD=K{aFK&OUFTdn&fF#7b?ONf)s@S*ae9dXA2DMV3z zSZ>`r4)@3WyA%5Bc_SSlUN5xC7b*hXtpC4X0E-r1Sey*oM;U(o(|guI0#OLS7){(9VhsUrE`s#Ibsg7rfyaRu*%(0jxkBnqm?){8FhfGDDv-W8 z$l423>Qb;K=uRaVLF)I;y^Tgq18_$>5E?}2%G=FDygEDZz2?ki=cEM*eTJt^QL2Bt zxqERANYFLpT5k_^2k>To-2g5Tcp(`XBzIa@EbMH!Fmll3rw|1Rf!% zF;*AO{y~Y`Hv?bF0m~UB<9lr>feBz?v$OT5SvR3xh(`Z-(b9?nh|$0M!XUC)ABKlnbtv^LJ$ zUL;ps`9WXnM>j*^r=6*tO7dT$xS0Fzq)>?{f4G}(i0oewamp{t*Xu20;-3g5j4ZF|;lKYsJm9Mk+i z6d@=r3#TPdT|qQ~qD3g1!5<0GF{d~yt_!7?xg?|)Ms4y5S;C!@)SgT$c08Qajp*u2 zh-MLJACcg;e?+gewsQF~-09(m#oARhamVVj*>21DL&Yw?9rtr?9htuoJF&gMa-sXq zHf@EATvx{}<+s*oLwZ`tro|A(dGp~XeH&#!wZWF}ciGMX^j}EHm8RGMi`P>t#J1?O zrY@8XkLQ=ArB{qU3O!iJGNen`$47RA&F`#YiwrqWh?V?bb`W=P)`+k4O*!W>tB9^I z!ejoofbn)u@(Ma3WIwUd(=jKXG)iI%d`||LKZFa*kw`0gb(*e%@%Kk(%?;fFaR;BQ zX9^x)sf&8a#OIo+N z3hMiwPDY&Vr1G`q{$dMS2C5FNz`BRE-vSRriL>w!d6#q{sQWS_F=D)Hxv{V1f*{yT zbEZjWNv>OtTrv3CQ5zrpc3bi)2Afjx`x7i?@pLzlnhNr^AI=9CG%fVsuvfC$>W z()8Xe&NZW}r6TD(ZKAGg{vnkgkyoLKO7F7jngL3+hI_v9T_qFSZ@wvz9pG5=O8uj2 z9QMlmi%RCBC%N6R9@2r+fHEgH96ztg3Y%W+t(}~rwkRft(8tq;H}YVU?+#?-{o(h-Am~ZOOGob~@6uL%d+0!0?$9y)|l?fK<7M!J@} zjtX8|EM;zX*!!$mQt>)3IgfoC71yeMv^|)`HvBn`I;(Wq6sG7^!b&k`TYuUN7HJEA2aDnbcQxwp`@?uuCRhOFTQ8Hq7jvIM2IDK4EL+6KPnR5>+sm>g5oZGu<;_lHCue% zL$GY3sm+`@REDV?8KW2Xdqyjr_S?;8dH0uDUUJoKyUbF5KoU!+z zVS}eQs`%tf50%b)Ku(#JWNd_g=KVK@zw^D-bj$jn_|~n_%I1Ui@jC4q=Uk6QD-Alv zH27Brx`o$+ldWrIaXcVOLO=veq#oB zi$%v|!uw}K(}TOoD7CcR@haO#f!`^L(whh$D4mBSRWPlp?~gVzERTU;0K8Ywp-_GB_Fv*r<*1l%cTo# z_UZ~;$BSfa{kf0gL*CL?y4I6FhR<8POw`7BGfCc$Omp6T*9KJS%e)9aL3~R+xD-z8 zRYK}X$Uz}IK^`KIeJ?QjuXq^hWE^&;Qr_uW-AzA{R}55aB*9%Btdmj6x3 z%nW#NO#9S3;W(6yCQ^q9buoBxH|sY;!>Z{p;x}I*9X|*^LAt3DF~2n>X@!8MOG6aC ztAfMS0$9BxGz;a3Nkf^*K;)t9)0{OJ*>8d7^PoYAkV74qN-JaWP<`mHG|quPp0M74 z(rVbyhd6H$uO!mQQ+Z?YTwY$@7t17NQNF0ksSTdLzFp609L<@tC~{h!Q@U6Y@6^(A z&EaKSr`)x2=PWzZT1=>K`Il;Fb!t(~TCN?6f9`xsw^%ObrKrRSwytOL8vd~R)nlt^k1JFDW zYS9-n^YhcWB1G*yPe^HXY6lfzZKOYpqCM0=&K{SLsSh8Vw86@_u#(;ZqdlqYa|2)e zm`DtQp+215&yt@&$GyG3g*Qy7fBW^R{ZB)0&?#}B-)wLLkh)OvD?$enmeewl8DZPe z#EPPlnlE4;h~RO@<&gBNfC=Lb^rr7bgm`2qLr&M!*xSe8GAb_CM^cN3eKV*MAGEcI zZt|<+&6_uIoi-ad2z(P!ixC4VQgGxJ9v&`SV&%=6U)OVYqmc-d+Y034vNsp+H3wI7 z(CpNpn6{E<7aCfIg@#Xv-Ss{OmilF;;O=F*mFGW#K&;)1a6}xdgR~Uf&Ays->Sfz+KZs0oIJ3pmQWEy>WF=I zW=E!Jcs^p(46YtrmH-+}x4k(B+S>zR`lf1HMmr!o%Gfe#y_zZvyC*CsK%n zc%j=ejDi3qv_7fX4b5)*5Bgcy!slilTpxxEZ{Vp|LE zeIS&#d#|^c0_!C#NJL0mJP?Gs5yiB2>h(%7(m_nzNRQ8Ov9(R01FUr;ot;i|_-anPAp8O3 zeNDp5Y2@#YpnGIUhV_;DWfv>YFk>!xar`HwFvcw z|D@sf?R^94r3Q#y6uE&7+^gSZ6J##t({HyKY+k)QyObMt5cE*`+(_n^%x#jUrRa`c zi7(;T(V`M~3&Bsk#6`d)_G7`pKlO4NAT*CYE1r?@pB@~I9j_UKUJ~^XXAcjLBa=qh z@v}u_a)^f}2>7cu?fq>?&P9DKuBLqy7{&eBu{&n=G9HLsfgFk#@&Mqzyt-s~Fw1~y zp*HPjog*_}vh0U1*FK`*!cuKZVT!yYg&> zj1zHhec-m0W%3uAkQ*jmGx|Be{!?K4!ozQ%av@H=_P2*#US6!q0H=t4fE4X4jR7R^ zvRHYyKH!7%PiA!0Y`%8{aesiKhnI=`!1!$|3H}am z6F{JTD*6>}(Z5O9$$@@kG)GJ`2uG{x%YzA6Rh3qs%HO1|-5>h#Fk*~B{v2G676>WV zO8V-N#%X|Rc@U&MS4D^$;c{BA0k4S5@yStUOv1}zf4A!{ z^ro=@D`X{!Kwwj~vmX=O(nG+D@g)MRt1EDfgRPb+!uYA!72kOAf06Tle*^~w%#3y# zN6+}yj=v}>28uEg2|%3b$c72bCrBCq%E6#3%h0d`S!01C8sZXK$iwU2FS}n~DswiU ze8W=Y;H!NSAPvy05s`(A{L~At{!=@YXf6UYQF%*C3oB%LcR4HG9Dyq#hJ24WrSyNc zav)Q2AW$)v7c@DXjt&N1SlvAhbK@a?VR3N<(#i&VDn6jy)+kOt z{KMw`?-1^jTYU^o11~DO8WMnf^FVVje0M?+10Eu~c|JJ=B%C0FTRUzC54jF_5FQ8w zgGCkMqCgy1pCjE_0K!7p(nzOU(A0-lNSn!0)gog0Kq||8>e;4(EKlSM&SRj$FGUPr z@W}EL9!0hRD2Vwt%)T)cL3mzmK?Tybhx%UMcY+B=9FE$5rQ7c6mnYy_`~9!L*#6^N zUC6BfSsQW4gH!^!0z{pM8|B}g?cY@7EpkF8=AOY8mBUxbOcY?(_lK`IU&4J|CC{^~ zpbtpc{@A`k%r_QP72#DUww8;ONTMVxN9mGgci{@{B^7f`~@6=vw@N{m7DYDAAFH+_YBx@vZu#lx}s$rPz``&Vw14(NK z$IB9ZKQPGl0VaG?jjiz>ht`)-=60!pQQ^Ano6Jrad-q;qjGy6L9S-iaqu6`y-0AW@ zIoU1_|0gDC!@ab?z|UtGO~Z$^Gtm}DDTMI!<7r}do_hF(6W(b8%mL3!McVkMAf$hO zn3jif0sA|}MeDVB#pQgAQwf{=#=P`0RZ>4s@*3O9q2NceCQ; z%sqeHrwZsJP`-^jW~}eV_w3kwTa>OIy)-SUh0IRfv+jF8jWVm#x}4zM{r7J&{YF!I z^j)H~(G(|jX+-=#=WVIgG>cLTlZ`1@rl|A}ijEyHsZPy2z(71TWzbYlTQ6~RcZuyN zH4=Nt-dXLTlPbK6n&Dm z02gcWCjz4@^+-jc`@mB{&7Q&xr-s$7tRT0PcYEZQh*Z1f!}y>Z_01=I6x8#CGf8f! z{ce^Q@g59T=Yn?~x5ZNV(qPL{+~f6Sb7)r!PA^Pgvv$Lyl(S-Mv&$##*nEzb6J zHGE0Ii|k}V(H{y{_JPv|bP=^*>w)O{yjAj>gV7}c$=ngqI=8jXvZj-$hG$!! z@XUXG(Hv7I5jPCGaAVPm&NayzeEAXre?2K&-r6nGp@SamXYu(5;eW|WR@X2-a!4~- z`K(;Ns(t>>K;&<0b=LGRa-Xr#1F;5og!`&~D;e5AMxRe3552u}{M>4`q?~=?yjavoS#Q7& zVf)d?JlN{QsGN_bEUe>;Wwto)45k_uTT-?}axMJ80}G=1`1nlKhBs1o@|DMv)!CbB zpQW>O;y?K{6j~KZOs_w6HO{=m?ZB7jCty4%*P0`9y9csQ{mnbQ-bFhjL#9&~d#Jfo z^BXdR-D?^pd-1dbyar-8wmAFt>9U=S5p&7L-15p;Y3q#=HlM?;Sx+yamvt~XX88@F zN^mzQ!zxkJiNh-dmI@oGrJxyGr>we%x5eRf>GiRl9>VmH`p~Nw#*H+gR#L`qF7gUf z=MbxqGySK)F7Y0}^`am`zT>eWXC>A(J<>B_THn${A%AcBJiGHAT!t$q;wFnvxcGP+ zRII@dk3#L(n9=IH<5=H(m$nRf>r9Pi8cAq*HaA=^et3CO=mBSP{I{mUEb-gBCX0Lb z9~JzV%M1b((fo8<5G(4R1DzmUS<;)`lIgr>(!ocMQ1OS#feAc;qMoH3T5)C9OJR6_ zd8i>HmMyhpl#~GVqS8;YD*UlDQj{g`4|pF|-n7vO9t2UArGE&58%!3p8M4V@wlpAf z`Egw6SW&XUF`-EaZvHMYOZKvSYl%F2dr9~Fc+>91wBlSNYqMWp@WNWFo1uYS7)lQ8 z{QRNjaA}|Pa?Lmjde-}%3b7qsbApo|tT`J-Y;C9$qhwe2o;ABkD@l|(=T7UBpdj$KEL{1U^V(Ql7^v|&ph5=mC4F0BAWg+ zgPWafZDN=?h+=Xu0Ys~zY?|4w*6|;V?fbyF5_7 zYxrKSbl|UuhQMdttKs>l6-HEKLIsd;D^p3zvsYj5aPD~801F@9C>e@gJ+wo79fz&4 zir-+DF1oi&9HQy;JgC7WZcwA+b*ZKt>z7mbd4f)Kc?RWltaB)$j6N4VDP=DKV&3|Y zedEqgkEXHOYn!jJ?b`~wEfx#AJ*VvoUZ6hSO)@&S{&Umbj7pmFDL1&J*ihBSmr$#m z(opCDfo@&Y2OR^~kvheSfz6Yrf>?n^%IgQJ-H8n+$n0e1KDl_Bt*w4PPuPEsq#U)i zwfJw}kKcgj_xRxhXVXp?Z*>r0YP^NBQq~FO$<92D0$bTZI(4vl{dXNjPRwTL$L=|9 zV0*gzM6-Ij%}D`w#X)A~e$?jqhnN7@ilkHHZAbFxv$pe*+IX_U@13n-33=@S_!bP_c);`vwjDaQJ;(jT7*K7?9X%~txQxBey z)5gdBzf=h$R8l0#iySr+nukdI_vOQGcsQJ3$KNwzr&DrzL8(QmOAz=f;-K^#yzIFP5ou7cMHf?pMxu$>XN>pd72#9K%t!E!Uhx%wlbaeD`u~yUH=AUnug4Td--1+64 zHHcw0vQ{#@PC?u1WMDPsgNA7abhh7a28c@owLgJP@!kJ#w~p*wh91^khio3yX8^e} z+-GFj@N_85~z0qHG1mK>API8=0ritd}wDXOdV5)Is>524g^zgbEZKb-2@F}fOO-isd51&K4eNbc=p@jAObne zVwZ4A4$Y8epa!72THn;PuD*U`iu1p20Wf^A1E}oBQJ~Ua1a{$hOJn;gEq`aVw@SYDWx{u~H=9)Fy%?FxJ<|-0 zh1<*WyX8iZ(S90&NP~&Q(1r~gco{nr6BBt~kFL7Rnm;sG-j{<8@a{?H&MJe=*WN*q zI)DoNNb~%Y@50_BubLRGS%ds`h#Vsg&aL8N9vEjKpsoQ-C?#%bbI>pmjC2^c{=qB! zgwqx9;oGaV&$iV;pN?;;f#l@H62%GtX@4wHtmgEt`GS21=BJjRd-=x223B?w-F)4b z!H8^%;nwSSN?{2WyH#0dZFITw#oo+`BT0qz2S@&Mn)SoW2;z?JqB!_xkQR-a)ZtE! zRN*a6qC)lz;~mj~xWAW;sY;x#ec6>oHN8~Duso+dcD}au1PQFO4*i) z|Nb|~0M-K7R1Ve|d%5M7XPHxligw2W#goK@$1d!p2dz2quC0>^-5RJ{?k&%H-1|7y z$ANQqAy^lb=WQC`H-AcYq{xMq_0(xQGNeuY2P1SPi zE;V0Q3<{jRdC}YqGK@^7CsI9Cp95!9fVinHGp#`DY20ushD{4<2!qKBNzFvfflnqIb;p9)|Zz#$so-w}szn%PV6vU10 zmg?5Uv8__Dm6=1)3CFwN4^A9ru8$xW#l`ysFe%6)xQVa2hM`8!u%g|rmh=9n%ci<@ z&XZVr6Ls{qQ0hQ8lqguE zmo4S(u3xTZ6`aY!I2>zf(XF2uG@lna`+qDWsNMova&Lw}^{CZNmmqi>LMccK6k%sZ zv(@Q(ZYc7HedNBs#>zpRA-#TSQ7@D3ue97rpzaDi=-hS0@@^zE^K(U^u2S$w?n>K3 zsxY;Qx?C>}EnL*u>}j7u_i-}3Dp`^@T+>UiC3BKWbzw2byDxRMv(vNx95-Ej#;j3L+&iZ8j+IftZeo3{SZ6N>fM#&QMWpcVKCj(4FQsf*}Q~~Mrn*tFwob5rkW4J$No9-M6 z&`k=qGYnF8Iy7A*%UvBJhm_ALri3wO68*8MzbXK!!DLM~{!S_22EJm2X2hLY`gEZW zG(e$CH26k2C%M+LinD~s1zT-UEa0(Jjvj4w(;Qw=vmfQwVkA ze#=6ioMseGddER`XV`tI-PlG9qa#y@#yqu32tU^STFA0-9BpLz+(^j_Y8?t_Jtx@9 zjGwg$IgIMSaPMu=YtQP}!ON~smBr}45>46=ImK9oQ*#FB+w+6Rf)l%b5r64z|L)N4 z0KT`W?Kaap7jd&EM0OWB#sca&4d#mJr*$IR;e0ntUQNIFqA;))9T0HKBRTX`zS2?; z<+cb9InSEht9khJo+`EFr#ogeZuAZu=1ecR)df;BEma2f_;`ej)?@Svr zTtp=i#GklrTbf-2w3Z#sGt!Av`r%Ur{VNEsn$e8$KT)p9@!B)Wis9XnS6CI!lM@ycCO4vCVUr_S`+Lvq!1;LRrzJc0 zalVgYnCUlXa?Qg;JaSmdUvT9w;t_mGUwSf07&S@<3A!PahyUtU+seXY63aj&p;S^b zrCqViUxQ>+JkZ?Fowk}$V&yT_!}6lI;|=CDTRK$Ocx{q~8{ma`i>yYCs%PqI^3miG zgviP%iLU+weTAMDIM?)D>8Hi_OIQIdGD=83Tq`@#Q(A~foO+MHT8u%J5#~l5$j(2z zCgU6%1z#hU++j7Z#2QAJS?#`fcKG%L-qq!Ks%B>8skw->2r2LIvf=YPTj}MlLke#% zwm3nuW!S1_q_&Q&NBz)&eNu=Yw~#tSmI@pe7SJtT-M0ba08YHXI{k&HKcn>3qt3PS zwqNwuO{(|bIw05l7`!4J`IDplC497NZMR!e;BY852-P$ec;-x#_TbcE? zRl8)&S5Jt${v9l^To^ZqOgrb(NV0D#WVaG^K$3mM%o1&gl@?w-V5!*N=n{iNm^MjW zlYU%06)eY`p~*|}XRO}~(hrHgUfP86lSuomvh z&kd2T@J9phRLTHxM%A7CB|CiuV31nm`m5@lPmkWJmVZkK{)2?)R&4r*O0j?9pD?6r zX7(2;6q&Lu|LDvOf#5_9trI&y&7GExdQ)Ny?M}BaKxqn*SV-Mq2J$nYvaEu#LXw4PA}*wIEO5S0H%GQZTj)|d zTw6#oHv+_1^z=Y0|8GV*LTFP^OZ+!|GMEN~%)XyDaG$Da$3bk_iJ5h)UhE0mMZXYg zpr9oY@X+yLQN#%7j@AEr@Gt14erS=e&nSni#*vZ0N!QZ@F=t|M{ZR;LwhdOsU`*V+ zG6LrM{0`FpUj7eN!oEy9soFc&f#|p1wZ0Nl9k3c@1Mttc%?Q*boPG9hWtaWRSrCyq z(@}*)fudRj`4?>uL9{UYl`m##0%#ZW?0qBX48gVn@^Dj`lGPRY-#IYQTta;#)OxT@ zt}cDNXa^En9{G6L4ny=Ph~WiVPp6sIR%C2;=HndsFd`wembzbcTLQYJohg z5G*Tqm*pT3NC0hgcjxj93cS&RZ`q$f^4c=ykD_aWMZ&l2jOOw`Kz>lIM_3jxTwWNz zyb(~WB&!oF&Paa#<(F^U{W*rJldha?UnI_Dbb&4-u)-8TsX#{gR4lYhivztC=>ATB zTfzX|*39GaFn9lS)RQP~M;iJ}Yj{^4QlZe()4MSK@Zm!<9PUhzp7%bt`}oL6|NpQG zRQ4^c$0>yy%q_`OXZ#&_{FyZ0xT<=eiW@HecdC9Fc|8(=hbndobEldM+aRkFp8a#* zEg%paZSkTWqd4!~2Rm}>dqWhc>BMPt|CSU{u&rmv9t>X3Zs2s>=cEt=X68FFj+yAd z#gkl*xcP6r=EgQhj?Ol)r6&vDF5BNfLxT_9S+G?`G(#2IwK&|dre>p;cs~P<%VKbd zIdgMN-@W9#$+S!kmwf!8E9Lqntx+KiYlsqBoTL=AcI!#D4#^*QPH_~&_wV6*^ATLG zsX^**B`=z%<+)oy_3cPlxG$EV++!`j?$t`n45(0r@b1m=yTvZ`F~<1%{k0LI$M?=G zG2(~cQ&`!pZh8a`(C!JOvhM`h=J_|{&Z`-rvx3@6;0B9j`rKFgM$^A|VBNQ}ivYtm zrZF^#bFVAfv2qc;$O`%u=HcDfJGB+5k$gS==Jd6;Spe>Rz!?f{J&+U>`sD&VWYZVK znbv%1d0iPoRr?0Wt%T$2m>c$Z;5{(3l)hc`&JM|^%UCeP7?0uZ`%!ZAlvcw2_9LHf z`DfN(`op)={O}<`hk_|?)(l;4k3LC9=aCGrp2T`t@o>R5H2COo%JZCRwc?bGl1xX3 zpO_!^^&TcYFDG;Cy3FSnzS;-V>)=k9+s53fOSI>jLyFBc#T`bH7d}`V{Z8G?@0Cqt zQ3+!YcRUAV_fhP&=+(JKFHMy;!ziLMEHa{rEot9oyvdMbiEFFMRirzzfUhR<0o>0r zutBG~s{?VIKXTf6XWrmdE%{w8cBPI;`&h;M`%vq>LN)-XB|*|&P|h6eSxus%m88xVNW9B8mIHg3DN z+iO=kp?IDDhqNJd?h1FLfz$Wfe~c0ZnstpoydF5esrAfQ?76JZzUph z3ENX^-WhgpIamD$TfmIm)f(h3m+>};zDC6m(Z6@4=$WEt}Q@-y;M|ndn-$cwBMmoNau2*Ftbg?;u** z?y;=b-YQLEn&~avhDV7HX@yb)DcuZN2V5-6Ddi3kg2uU&3N8eNa(?z-9J zPnowNX%L8ZgCXrBCNP0BJ(MoR%-@pgrl*d!1D5aZ)X*-`WCDR-AMx?+F=F8zHuVJM z!BFQ)rGArTYZgarK_1*5R1sDmekt1=k+$QPjkGP7&)SCZ=j9#cwH!s`y{e1wqt}9& zuO?!(#a@0mUBW581EoTiq2CA;c-@f{*S_a_qB;gfx1;KFwz-*^RdaiT5g_n}%5Dm7dFSTT1x$oX=H6qt-3DjOZKfz;3zO=#7cjyVXXavq8?ieM7kYw{XD~~OiJF+h2 zev_%T;LyFUjybf*mG-fp;X>QnfQca+A~h1rTK_IGYE$L2r!x3IU}5dohj=d>=0!{^ z04jR47Grn7Cnty+$~UTxkUrjI3a0V9Lsi42T8}E{n@4Xq?5mPB8Z2i5KG@gC@m=2A z#}x7uyX&#(g1%P$@`j;KF9q%|!3Ip+uz?#t7S%9wb(1y#38i;XUAq1x`~FxwJs--; zl2p_vRq+mC%&kX~isMo<8$+cNqYBI6ksTuHiDQ8c^aO5sE7m3*o;LO!Jv0pQ*6z!t z5m)9N@4&7f-)PXT$y~_md~#Vf$hX@|dScj%h~u(-es{%6wM-6eLY zS=;5#ze-^iAAMuz(K{-6q825>Vw{ zvEoP;^yw3>&F$wZn=qMg4TmgQe~l;DnyZbAGm6cHpI#jat$1FiQ*(6jR$TJMyq3j% zZ!I5pK00H)P^ZqzOhaF-Br0jj@mRrJ=|Fw1f_Ok)IDN;CmxW9;R)Noh;ef%8xUiLu zb6GGEYOPj555g@w!g}oadcjRCmdK!oT2WD}O|tQ&yt))>Etjh=npB&`5{D*xO7ikz zh~--blTCjbrp;Z(YSu+qGbFh!Q{d&I3@zO$YD#fgl0vV;xE9I0cG;?8%SKD2Y!As? zTS7*@xD-s%DP(nsPDI(6#`8`bv64POal|i&u#bj*M>_rh)g4wDO8QwW}Gle zD>I-ryh6t+rj;MK&4|;tVdm7=(bm6?dNfDUsJ%js==9yDHFlRvEoHy<`@aI2d{AV; zG_ZCxL1KnQAc5@_VkKi~SG_U`eE`@w4Ym<2APcR>(@LxhrGF!VA_mpxp$fKMFqa>x zQtzl7=vl8U<;`P*JkNy?g_l+jTA$?Y2AU+6oiZ*RSj*yoa&QrZ-1WJ-x_;zm0OQ>> zP!)Z%+Chj$kO(ohNm+H!8VuUSqxDT^FUmRLG+{A^pZKqh8)YV4tFM2is|k`T0$-jr zP<=E*92lBvMLUZS12u8h4Fj5p$i>lY zEU?gOL#d4RrSg16@7~DXeHoG?;x5HXgZqQOz3YTd+!V@ ze(T!`)JcngSu<*2z!Z(%|SSvG$rZGj-t15W{FE@Ml6G zW39|DXF-JMj~Un8!O{mr8h*2}*7=jZg)9Qp^oPz+fB#~L(PM^FBuM~fN`lri0r?~) ztwHCYrtPhdS2IYFyj|L?MFp6wUMO%CAexqsk^R6uL&O^>Y?EX#&;$937eT^myGP5; z|9xO<)`X1!Nb(F&8Ml<%rt`cq=eI!CU`a`PT$px8Bj{P({Ip!bDTvB?vqQGuSG zo+rqoKp_Qnqk&;)u#(|NIUT+=+%Q*u;k-p0kepX)W_|q(8fCDVO9O8>^23X3$xqj9 z`}Tf-&RF%91A(RmS*qo4%N&5@39RVn&5wdWR3_kMl{^kueV^~nfyN)|=HGz?${|H# zuYvZYOO-e1k)Z|Nw_Oz^5(D(9AYhZ7>p)8wggbX=$g!3Iu;l^JD6ot|*nfSm0hv*e ze}7j2fIv{^83iS@f)HTxk{rfLKH&#!hvCWV?I7CaketmIWK*OhBCfrA?&Spyet2FUSsCv=2`hK5R%)D|*`dX0?y){TRI z4yCKKl>geKvTJMt_+!G682ndZu?n@-=5O$Ihjv;@K+>WUTXwB}!3w=n_w`!PBQOJM zT_xnEgn-%r_;$9v1GT>>R<4%Oc^ELXj_roNbV$&RKLTsS8n7_^m&VfVb=n`7KF;C1 z!KV*^bQz$%odIqI;VfT0E(gKRdxY=UY--xx&XLTk>W7=_XYBCk7}dFmX6@$P#Ki39 z(uF|9>>FFX19@i7$uS0`><+6a#->0on>L_yvmXDquv5yLRvXKc+B_f7=I?lqqo7L;_}$pYpoH>isQM(1#Z?J zg@y(nF=5Z~KVL=z@a|jZ;?GBmH_)y%jbS}Za#LZ;p%X39MeuFvw+&%k=Nrp!vwtqcyoxy*_tKLN+d3c}Z$@jI{dlWBEU68y zwza1?4wFMeq%`onC{q)EpU7(A)KNUqt~;AShC$-#f_@1`wF@a?j4Jh*!unyH=AAlO zAlkKC=60aDLb`lGp|)wq5U-@{rk2#4Eiam$_5?6T7NS#%jra*^ey0rg8m-t?I^Q5E z%(4645DZ??7KYYdlu|!|?t!^`GZTNjGG|;^7;39 zMBVm;mGVNEr%2DTq-9!J4>E> z*N{7(wib8HW23V*^tyi#W3y7;ywA5b9+cla?np$mS>2t3-KtVzQ<@il>f1MnZmM_W zZ$qgF-fb^6pYg)d+8Y=ETy-RbGF$L>TD|jR>-GW?|GjuSsVAC_>IEV6YujUpl3ZMI zOLWB$0p%>Oq%iTzna_pzWk!B-$u$1GkFMl)Rrp;?bzbMhwn+}#1Zi9t2gwc1^He2p zVe13e^`qelIkW-?3dbd~8pCt1Dc3HbpP)F*Q#~pw9p4E_0!K=O47Rk(aMJswSUpZ(9~ZCYR49L>1zOmGGb9{OUl3y#iWy|Wrh z8&9yr((S^?eEE3~6XqsYiB4vJ{WwPSAXMq4eZCzYN+itO>b<5On4QZK{>rt~&Iq80 z$7TzsCvveXDSbmLC;O-l)4khleaKxS1VpcIg<;M6gGO8El*4tBj)c&=Lnv&czD4{y z>y*-ZDRG^F%i^>C8e+<@R6F^V{~UYj%a^VQD^3Q$6){3jKU}`q(a7!4>M*dwB|Ijry{La{}_NUxH_O_Pj_uKzFjIh|jro~hanWx|P z?vun2h2I;dj7o=)iJD%(@PLo8N)to^XruF-t8TtTkGlZ zuRa2{%0;u9C9aFkRV=p!!y%=m@TmX5=3Sy6_r4AHCB9whzDQWG%^FU- z0@rDhjnsQYTQd$eV3?10;YM3_VCZ%2G0R~E{hdiTp6J)9Laa@(bp2IrJWzU`GPW7wjCs8|WstfO0c+c)`=Ormyf-hoB`hio2eKX-34vF2@GB|KS^ zm5*3XL{(hF_bQKvwCy!1Z2#|X)~?H=8W0V1Z;>m^(=!jMAiouLK=1ZQAe4YS=SKKo z%yIq&wDsApMX2D0EENXCBs^G*$Pbj*ErmytB**vs1i3uoKxb<6ZuJDd@#23E!>?{>%xtpQAR9%<^P)S;#D2>QS zPl_qY6DqcXHG&4oudNpB>>E^3z&Na?e z-q4Bu%uZkZm;JMy8%8Njwx9kXxNyx%6czkgu|9C1PP0YV)MjM$iT+S+2Z}tB%6RYI z=q@8>PoC;aK{%vmgj}>x^at=tLR`|};bCADY*8F_xO>wmkorKqW%KHr38Mi|Rw=iu z?|KrjloDGeq_`@r*)-5$e@kb9vfJ@YIHKIOini43aJS!#vA)rkKb@iSf{%G|*{P<;puH@(1qIyKJouGBkU8O9qv#c}*M-4J` zqNKX^ahr)@($Isy)|`}MLXJrWoShjX$dcRg|3nTe$csX(K&DB!ai+y2TDMWo(C0fhBCFxe2{B~zoPqjC*_^4V_x7F0=Pd2{5 zMg3EVuqZB1`s;MnxQQE^zodBDaX!+^C>_HB#vHx&l;=Pk9{*@RtftKoV0b3iGvh}@ zhnVb^q?>Wa-6dsvL~Sbwj5c%qwn^Hqlfb;talQ%u)5hYOlGx;8%;Nsr2C%cI`<~}W zt~e(`Kg`^#(v#a%awugTI6B0bmkrm zKddXW`Z^3!tE`(p8Zoap$`mN~m%4RcfKi#Cxa{?I9l4jQZVM+Ox~Vp)6J0y?c5dnJ zo=n-YPe79su&!pjeUi|{GsClZ%>ssQw&S%GJ z-*q_N&D{PHrB=MnGNkcdBU=reL1kkg%}cx6q*=N@|6>$Y7*8*DW8c~^8{AUA6&4j+ zNsEbq1!m>5LV$E4(#R5c6>v^)iQUJ`)OzxHMXQ%zE`E9;59R8A%Zzo+dU@r6m}V3` zyN7#5q`=lE-+@K4o?LMu_;auI??k(mTC72KUW*FwyV^@Dz zr|n|KfOQp=M;HYrw?&B4ZNfMnqvl@9v!==EU(lmy+_Ap1K8KrX!35e$xT~U)-+r(G zHyr;Ha7G-NTC!?=o{dkFUE_qgG0ehu3qr{Zv88U--NLDK<6Oy?=u^S@33Q)LUM6p? zQdGeL)oEwRi&HTs0fe`br|$gk`(9m|<$&?DZP@l|^nuaP&K9_r;eaGYRn9~4=qI~! zeRf=ocogMdRgeBnjXrT=<{k!fHqib}4{$;~f@?4+HE>I{=)2aBPbwW4{G`SP(E_0( z*$DJ#Dq-5Yqt(lUMV`daBA|GzY#zsZybjUlI`sxJ>ZA7-OiyWfxh?WBYOae?V-r_@ z;*aGyxt_MZ4Sv@g%gjVmnO@@Sc~4J~&{KuH6IfC8-g?<_h28BK>(BlUC|J}@(`^SU zVM>#qYK$}|sM7MNDOsSsjo0YduQj2{D3YmhH*6oQi(1=w)iirve#H(S5=ilFI;wO{ z#%tSv;k7| zr{9C{iWFC@iy8e?6J45ArhKMPWTd4>G-ha79qYO=L`dpM4ZcA06E^?sWr-I4q-lyB z&pMtQIWxS{8mKxt;p+lEDcjz4izf`POAvZxLHR(9pJtR3jXTM?hhZK?XyD`A&22dY zH~s$*W?T$Vso)Xkf6Pqpi;5twMK^m8g!e@VUw7qxE!3{&5iZbom9Ge6jR-=U#9FD= z^YEw2wF2TiCaprGD@~Q}4MqI-SMF_4+=xRsVC5-?|L8#;7r8VJ29XInz4{R=#{Zxk!ENAT-?tHuPsFksFBFO*# zut5aOiu0ADmo84v8?+qN#&FW@=B#lq&T@H-2MH6SS!O3BvP(W&>^l5EMDO6L{N%X?jHw}H_1xlKuV zPM*%)lE&M4KJ;?#hsT{!Ri>lfACso8jEhC5I$EpBe-cc@i9ApG9X_4BgV-9GpQ3%A zRjcg!7(I$=K+iR2En=C^s&Us`MYfxmL!+{ZokPkw>6n#QsdzbhPHI=g8o_vYlRf5| zyp`K}3+j7HogPH9GhctACYtM4gN=QT^8LQ|x#=T^LZgTQ>13Dg7oYV4HPSejIAH{C zJ?HePK!*51#&X%oBlkrsm)q<>d-OXhFC+MHU+*ti?Tm_Jbd5m+H*zlu{Hi@I9?60Y zY_`!S>R@eHVRtL6Z5oe@?vHs2-riQA(vXR-%GdlsE+M78ss!M_Vnf(DFqgg!iBCx6 zLx~?>(}W#n@}jiIqK9=26lk)!`PwC$o+gsU1oh?f-~YE{`9p=f`}UjhBct5;W0UrX za6Y5!g4&ceQ@MxM;RzNI;dz#kgiuNMr=rxyA_%t+fka5%Vh!o1^PB$na%-OC84Zc- zY2%g!-vZfQg9QeJr_TdpZ&D`7q#Mjc`#=ecG#@#CQTZE)1%Gs5ty&-;>5%~A;obmA z)#kJ6nrq_1g0wogp|p<0OFwLx1||sA2x=qmr|C}`@?bFizAz5d@I>nr8Wb4-?R$Vr zB)&p@b*cB;D`*$6G+$x_`T7+qNVx;lEZZ6J7Q1L)zh(f4N~QWvvmTJ`_v_B1vA#iZ z^Cjnif~e->_^WqdcFpK_SuIZbP5BMvxWYJZF`}4*4A}baw?FB{ z4dm_qx>QH4;DlufHeWj~Nd&D1WI*_*X5o{)KG0gp^{F|U3PL&%1ql>$;9+*{Lf-(h zTTsWY(vp2@F5ZCq3akZB%^m|lK#)p64r3&b;7vxM%?bbp_D+u(kO9{pB3aCIIIe!e z(TIwS$07*?hWG>nmisfUAY`3L`v>h@bUL)*0!Tg$Ltrqb4Hd7x*cu@30P9 z^z_65Z}Cj4CG}ZJl}*U0R++V1 za`ciRldXSUx6bXA?#|6YI$Xv9C$(Y?<8mX(2tC$>$(s984c{Vse3DXL<%h>isl1rU zc~^A1H%7VnSHu+?mb*@3_l204{G35A0dZ9sI%F3LFrQ|mM-01d-RP(%wP{Sd4`yJG zohdOMZ5oWQ^xFV+gtKoP(epNv)W;2=QX~a_pGx_yjuGC3=X`$k?XsBZ^9Zh~ z(`KaoQnq6j@2AJTIgJ4@xMIyck`a#5kC|tZ7C`Y}o?wPP0Og0>0x__jk&yXth$o}c9WVlAQJ-vcYUBnP0@*k zuZB0&=Zw4KG?Z)%eMar(Xc&!s74r zhL*=JO6M&b>;~o0(>kz(<1KpDBYR3k90%&O&Ewsvxwe)*{BgI%3PbLL(?#&{v;=14 z5k$oV|0VB)uyJ+`^MmF>hGx)Tvf~)o?*4v22;90f_ux= zK(^G`kvZlks3@q{C-pKnia)2)<8S_-XsYo6ZKn?*$vTv@eGm8hnrTDCfaFudu+ll% zudhb$K<;F76GhLwam4Z-@_2-|{O0`;sTdv+0o>09f{MavZN$P3yGNgXV9r11UD%h%TQY`O6@w9Im&F!G zPgQEmpD*!(5YqCX@xXrO4r1q}Qg-W-r@iRiR}Wy`Zc}ZM$nH#P56`z5BW?O8Z`i9j zHfK#TlY%Fj)yT1au}7Ib`(L_ukxO4Ebyyk)^kw;7;R6ZVxS0B#6>Dc%rBrL+W@z}) zYiEdKxlF4o&3#`Qn&>8e8in;X?I$R<$(%Oo>spBwkbo7w87;0Cij@sszQ7bAG;i!^ zL2I33$r=wfkh4MySbz*4y~IeMv(F-SV%$?O8c3Zh5hB;Em{(N9mNr}#&%&%RBh!hv z6R_(x1}P_nTwlk#D}(s}&z8uRe8?iZgvmp_T4cR3GNsJ#=e5j;`=+{E-nh?8CN1Xb7@9uCjj$KWCNq8WHO1#7t*cBT~+SgjJ z9o~cStiD|Wj%hbl@EDmZM5O)I2WPIlRs951njXt1YaS{F?)-oc85)mZJ|tST?5i@d zX#HI-x%4khCss6DVpTAxs46jycP0~Db+90so)YX4+X`bG91*efnIVwF|p7<`Y9VX!eGAciBVu8F&83wpdL4;>;eTPC)bI3ONt4 zEGK-2&1yH?Wf&g1jB{of=9b2*VcQ7&FaZ0}fp7_Y!zUlmFCtD7oFfhy{ z_N~%!EV0_n%)9}YSMJG3i*x7SeM5Di43s*EXUdfA=3-l(pOGS)22%A9GAl2JozvXW zq{P{hADQfxh+I>a_JO>vM^XVbQBx*rQ;mkJasTbQ-glc zSA>f#!@k~$N|X61EXb(hP=at*HV5_T$GoXSF#f%+A!Wz&FT3b9)4loW6;4(WE}u+I zG-NnOc8vSfA>OV2#X8*&Jxq(`yIL@-S7HC*ERX6qwU`evitO2~o`%RyrUd0kRGtx* z-7nP&%MWlW9~G-JJ2J&CZkujRo7*;rB+Jn!?Oj%RbqBTIdsT)Z}L_Q-+-D4tnDE*4rF}=N_Z$93y`k*PvpJT zs98O6J=2v4s7a^y&b$wvJG&D_r%@{HM+&)>uVyCen^=&@qO=qS_TA7F_6~uLTAii^ zs%Bt4NMs1b-I)wh^K<(VAUBx?;l4Ehi_;5AXu6CY1Z9Yw_VDmXN9|Z$NZC2Z zNpzK?^;e%mK&KEQVdMk&j#65oiUW55VR9hk(>K2=q#*&AE)vj&1362Jf)2=Y4{7h< ztFL>T3s6n`YRR$*5BM5dC+;ACYr#cp!)0JCfB~Kslt2Vwj8M|_e+Y#88(qaqU%Te3 z2^ah@cTdpM7E~=qJJhbOe!V|t#0RA3`=V?!{{NbvHEW)1lYzD-I~%q7 z$3HQmf!@WS)SdPZ7Lzq+)S5uln{udP1x{wHv?1R$J_WikNI;(qdJMjC`}ClYQ1S>^ zb+!JM#QEHNYNi_q{2NE`CMt$5-T)Y11DWezv0Z5oTG3~g1iVZN>vPqdtN(xFZyKIc z%miZgkwRm)SmH5P&0J|6wT1AP1z2X}TluZ}EEblT%nH*y-QY5nd}Dv;J{YJE-e0y| zG2|*e1iA!Yb6?7Py^VU(o_xvYU3W+tR$Ia5o-nY>raYox2Q12^14gN&rou4Zea-T6 z$rcQL`SI8u-0xktPtyR?Wu;!)S@2~3)_NnIG!W416PrZ;Y}pM}G!ns}D1n*Tva*J` zGC1bJ++2GVPAD5&I^Fv#(^K*vn`DOgb6Ne+t-&#~UmuDvFgIVy#_Lg_Ocoz4pz1Si z`i5`x$H_eLwzkvXF_W1gJ5J{jv|2hEX9GrR!>k;sv)1)r9GF^Uz{Xa*0t3@onKsjS zA3>Kp^UD@pYepOep2crW;n8|;Vm5EZ*B`1CeWGp&Esl$o{l@e(4%UN>KA4r@A8WN^ zexS3vVh%k@+4(2Z3C4~LVJ5)(w&|wV0$m1B%Fb%vCLwuO{4F86UEdj zt{>?ZYdal+HZhO>&f*@t4Zd-V*ZE^F+m6H$y%X%)vbJ)rN)Jm63#vv|h{`r2hs<>s zc7%eaVQ^rdYTf&usp@#oEYiWU(5}hMG+bk1R8QmUT9Nhxo(IMB`X~^fn(LeY3^H&L z&G1K8X=iQA3}c?+NY2rgCfB3wr?PW^*Z1XJFBe)qddIv2Zxca`NfqA%6-hAF^Dudi z5wK#zEEn1Ud|vElK81yl@$9GZRWiS`0O-sxo8Avg@Z}E*VFX?Ne}~Wl;0B-!Mn^GM z+M>x%=JnQ6`xd58%$O$k4RG@B(8yJmfmcQmgE{e_LdaHUVGh@TFc1H~Ftb6qy!gEC zA39OZK2BJS?Dr+BtzUZ;AQ5`@LBxk#?2IT4r*OxlC=i6ryiGM4Zpx?_`n0BwmwgRs ze(HccrD@@-D4QDWbc|OVN4j&r{5j<+ds&N|J94Xk21ljU!M9kkFf_-oz60UUo0`?< zcKlG@6g36xb-gT`-f6(k#pL_Bu+6KbCZRZii^F4J%XSYY-7*7rrLkZ%|Ex> zRv*QYmrPfl5EPGX5V@Hhd^n!Pv?wS%lHWV~^ z6AQQdJ&;a0P!8y}$Bq}^Z4Z6gE(%HF3+rZexR)}J=FOPi4C82bLkj~*^Jrwy=xAy^ ztpvVIX*QB6>`FnL4p0X(6v;j@XSf6tId7ZS1yir1Bv(1+{N23D&f&B>aEvF{-2&~# zycKG*bIViY;wxUcx9D~kacOy$^<{6LxFjvsn>S$yZ5;ZNhtt1XVx`}g6SlTQbIT+n zE!e+0^Wgy{I56AIQ}7iiXZE8U*5}#HLufPzXu$&jlYS}(p%`g4U*CQ=C+~N+vXwtL zsM8hw@&z7sIT0g#PLSWYbVQo;qZ%i@{gfyy+hQh1KIO5`R$ut2quG0IZ5TV@b5z`T z7VhH$nVzO_*g);vKe>I{ZMmJ+QjhjmBWXCjq-K^5)nlX=E9VNPSKinHckzR<`F4f< zes0^PMN4v)>U-vVGJC9(w$CDp=CrgKjEbW?7X?5*u!!NcR`mv&*={ULzgQU_cty=> z=Hy);kzxD~T7}w+{RsQ6?M_E6Zh*pn;H?41=H1KI?7*!*lvm7OHGK+V z$p*DxybB>?)9jtOJfMi3b-5gdMr@38Y)`3z`)v#GEv#d>JhZyly3R*djS9%^RAGvwc+;^k*0R zRzh?=XX#(375--VkePu4_|}Mal#2G@z1HfRq7qusBHD`eu1$P^ zW3~gfDlP2mo*qy<1D!_tJktOP0y4MeysS@`&wjIQdRn}{#72Eyk~37u*dbI;7) z|MP`GG%jG4fXQzt9Sbwus(gzHOMQQtjnT0Ca)uAI-f$u$a3!f4NF*rUlQy%yW+HC=fm69~>M9VsZd+G<`7+__R-`I}$1O!Ausg#fk z8!(4?PgIZ&K9Xc09ts9`y{M3oTZ}6}WM#6rs)V*gTQ$R8>AJr%r*?hpPtsdpW>w7f zDcI%aqZvazcA1&F;I6+@+x4kdvIwG@AR$a-B!HvF5!3~q&t~Y~g}ng4$!Lg5eW2kn zkek55YkeQeE|eP?=x+hEnEQ~I0h;kb8h=O=%||!=!}0e)v}V;Z6ZP4}JmSqQc2)}L zf&kT6S}U3O_>sEO-r1SSH#={wd;`L$fZKozME^+e|20WtK5mIS|A$xgCfkLRJI&%w zOXevN-O~{8TjH^P)o133Xz#v#hnn&kUm^enw?a|&8jSS;h!z~uPB|?tCBuAthM)&v z_Lt^U2!jKh7kn23;#2k8@SV1k9_5h3Mip}=iXLXk3}C+Z)z*~90+cDq;8(!s zgor&LNvR1qfce0qjRJ{WoNd_Nv3&c^|MLWZub`PAa@7gfWOM?aR$yjkrUb16<)YT3 zmt`CRU_!%sfL;7+Ex83?sR7U^I%JmLf(nX{Cv-ytd7FGY#e-e|T9Waxz>zHg-U}#s z895}`1mc6iTM-WK#?%zL9{>r5_}(o~{nsKZb@7O*f_%mb$S+$ruVR#j9pDD#3iPaX zQ6xB;(6+AFY22g)!>0Z0LOXPye`r4l?uk2= z|95dpj$;H7jD2kB)v*qHc7sl*JD6-}8+Ogt8<>onL@soWn|Z%w-_luJpU!-99D6d> ze`{?)Ty%0d+c+E0%FUmDpj$WPf z5m1-Ab^GMk2Qw8Xbnt1fCf1Ldo9s$q5B@*4-aIU+y#N1i?zt!Lrp3E`%G9YeE4N8Y zbDuIZ_sZ1VGf^`|O#~H0r`5{T#Ka8IDYslvR9u0|)Nlb;5EraWQBg?|ND=wH>GQpQ zf85PKU0zoS=N!(7*YbQmo{dqe$z5eWm`QC9ZdusOE9(A!p{ddik3_~zooAtp1Jc>< zSxBYn0&`{@-U^LR zv-qzKAcKIZ{z%|5m7n5kD7M%=PIVhcsxS%w4Zg~9E5Uu#IWVuH) znY_9VdLAB}#wi_S)&w~g1YYU}v7h0W_Yabaqp?03RZmlVHwK2}YL0zx2{Oy-)Oi!j zXswqlq<={|q^aG&cFG%u-_c0GXA4weBj@G`kXOeFBp(M8bH=WFSaa$?NdV-Lu`fpd zhMsdFdJ&i7*Y_8h$CZG&I(K)lEXE@}MG?RdMLoR!nEmNU6)+ntM=ibc@CiDpzI z@a8}plH8GcqKN9A*)xI4>QC?O)={#KMVC5VpNsG4u4;(_Dh-Wnu_&I`&k*-l$3GTX)?U`#tToamnymO2aKPY{Imt z0s{J$sT3_{Rf(I}?2_9NcJcj2?VRRHAC`LBwW&c|f=~2cka7O21k)nZ7UR!v_iJku z-K_T8OBnVhS|C^kp&{s@vXK)*4d++S>+?LpswUTvGn05=X(3wO#P5v)#;h(lA99P3 zoj=HG-*rRwk&i>!?Kv@jcN@Le{OXXWZsGhzm&;<=G?+zpN6lugBoB-E{AC!>O@Yu2 z%2O6yH>?*uls&-virqS)CUFT;-i*Ch>-g|N&GNzy{926xgXYJrCfx zj(e61V)@}rixOc|jxpUG--8x%#BAev!>u2F#o|9#>i-!rS{wWXlukFPe(kj!P|3M_#DIHf9^@k_HAID0P4Q9IU-_!{QD_dzW+^3zC> zjcDkbi8`w2#Od?KO-U(vKHaKX?xQQXsJaR!E>Z&<;@Q~tSUm*c!=JJme_D35kVW6* zJ>Jja?J_+w1Am(3UiZ!cQ|@pBU2jLi3ac|`NYXsM8qIY5v_`dF+9O;OSfxF_M}N8H z@oa5^6Q8S&8+{EI{M0baFsiU;SUOymP~6H7d13@>Q^mi*xe0gU` zRK;RDz9!zC+chRFylz2T{cK(se*!fZXxk{l;zuM6LAHL)SRG^+QNz*+IM*?VDx=!AB`#R8Fnj}D;H zDk??AJ>S{46eaL=dKNlN7E;j_sO0f&bt&AkzDX;8- zsuzZPn-9L6D1Us9V>!KJ(}K0j<&l!TvtT9VsxYsJoWPI)8)^Th8B~lw&;Pmy6)CJV z%oUzRM}&PE`WKmQc-q;=8*hyENcSNC9GYqNrF?KAdqkqzS5{o>)DOS}Ot7f;^{H$| zLhrFG!1PM^qTK3z4s5~NDPrMg^7Jyy+Gt{LIDIk(2qE5PMqjZ8eO~3Jo3F!o7iP0`_?737;=h}Nl{>6sb|fB^$7L} z5Ia=DEewx(3CU3uYHN+u(C6_5tWUZoAr{NR^U}GuD2KObWo&ssJ_;)mh&th6<|fw< zk}G-X!{eeUYh$bB;ZWOP=80Dd$J?_?HBx>;VI09Q}iJ9#`Db*MdWC1 zl=)srA>ZWqytxES!x>AVWM;6FVxMHJF1#;(`QR@|va9hV{I))@$QBR=Zp!8d4&lWf z6Hmsw?+78eubF9JAeIWD@(ab*~w5 zi<6%8=f~y_j7M^r@j*phx+SM~XaqJEcy)_Sj2S z;JX_0<*ABobODIh5`y7EjEA)DL@}KHE4SK`V+Q9}?>HPO^kF^;g!;Cf7VF8b6bK&g z-Oc00HZ$DweRl>SkS!|?%3HjKFYz)19DNThK59(xa}1og1$v&8?Cb+3Q_ub9^1eD&3 z5S#z&jx4^tRV1yv&C!+{ghAxODgA1QUNE5ZRDWuLANsKX)YrHBf9mg#v!w)*oZ0_> zsgNB<0K-20$S<=0GOHNI<~_d-RhhtEF&9-~|fYPZincptN7#;MdXU;+enIU^0En1B-f_IGbDxB%16 zzC}RTBTxAOH9t^PhXN4)7~PXHFNex-;sg#!0HotV2A3>R8Sxw#?_PHMP|LKw!IzZ` zrdfM_l)YS&n8;C#0Jl?j(DFfz`GCJ@(b8O=`qHx1P)^`n%p%+Z84wiEFWAzOlHp}xrk4ATs|%ng$5G7x_x(O5*!{mYddOJ*YoW3A8sDYsbL{Go zWuY$!)_4;sUKj&E|5)??#UNT*jOt&1|B#tb1d?h%+6|5@0=T9*GKh{vM;rwNegwD+ z3{dF*ecufmJ_;bUfXIZEn_~eQR4zgXy&izu0s@nG_{+iU|EKH%uq1Goe2)@2xqobm z^$+ML61XxzWPcJRlZrtk)NZ+$9iU)=gO$=FPfBe9K%lyQS5or-8I4=EnRLlxO2AkE zG|zI0znps%)*oUHa#Q3+`*NXN0xvg8Kx(OLbGiV9jLRh`9cNp$YU&NAQ2WL9n*1l09m1HPZxMU;}U_3Rp+@nZ@Hr*eeUnkQ$S4f zt6Eag4h#Sl+Up79VJVQ(33W{O;~UB(=b96hao&6l2;P^l{s2PdtvrFqRkw5hJA_aiS>d%6MT+drDD(5a$@2i zV!Q2?Gx)Wg!?unGR&$>)?ec3JpWKTg7e2$L-|a7Xt`O1z$8STTGpuVI#iYY~`bZ@S z561sCQY(ayIoF!l85~I{hWNwoK!=jxcLVSMXksJ!c3#TtAtyzVM<1$m-mZdUgk2@i z%8tJju69hNVBpEqNQYz4xjiQp80?xxb0R(31h9lOYfWrKK4dJe<=3DKh!~$dNTA0N z4s@DVRwNvcZ}33u$E>Q8Q z|AR&`n(BSC)V*6mGbU8@nNQTU103z9Uxpb%00tmLpIHp0>CI;b-n_Aqm4JuE?c9Tz z<14iTC3Xehj`_S#+|{31UC>>C*~;i$|GKn??338;YR9xhSaufHDUo;V401`fXI-C7zjAcg+MJD3XCGvu&D{U=1u32j)bUpa0+-hf+Y zmWwGHEw(fBuC7T)Ge1AQchJ$Ys8ZzHjN|}E1kk`AIo}$!WyvpZf%h#t0N`%&Iqn`G zrdn(NO#ZMfCxIZPRCDcsgvaq9z2|C>%G(e-(RAfSz3?qq+P5KCYgxFBL9G3V<5vU% zupc=>9oo`akG76O9!G9w-&!VOKd!gqLm(GPqH>fKJVj%F-}(bL>*cOKgCJ-gslmZ9 z0d;ficN(J8SBt$irGuHztovOqRf6ARsm9bI9zqnJ1&@eJ>BHhIW`28|y?y(Ca%{E^ zhaJc%@}F9(%&Bht!e!V!GnOs^g#D$|Sm#F~wEsbL>Wln^7Vp8~BiU~GQ2N}|HM5gi zo;(7(dn-oRK`#R)GTj{cJqJ{>Ya!0IAY9&;bL!)E0NFK(TR^p)9gY`w_UUmOnmh<; zu*b_DsYT1i#TRB{y?bBr%&NG#>O5XoUAKct5T~kZGfxP2Yo%cD%oPV(a|3D60jZKR z0vfctP4tY=1{m~6_Qb%!1EYkjWMKZdyJUe0#ptt)bqb-wIju=*61})^;Z@pt&-~b% zNV0Q+Zp7^5*!5xTfU!VvWg+`nAcvebsXd(8Sk{lin7R2LVJ`sGP<9P+`iZq}27JMI zT^BQt&x3w(1eEtZ22ewkk+gdp5o@jIln*I}fcj656wQgFVHUiz{=QihUZwYv+k+b) zFFH3~ZFi0!%QHd$&YsGrpGu{;UpRx|ZU zC^+r}ciD zd*#ovTw3Pj71hC1uffmq`uZOF_^O0!#fA0S(`>V0-$L>9ye+UP>psxjZ7lpyT+%G? zP4AJe@{Z5j&3U}?pW3`PM~$s56&lY?huZmE<<+86Df*QMZXsXxE1~R2B{uwGGw)() zX4-vY4dMCj4K(_~Nf#n~ld_m_W9D~v^jQLa>BiR=48c>THvIQ% zj)D!B z%R8KEPXqYRElMZ<<2SE^#7@AfM%jn;Y&;^>zjznF!u72fwc+IO zZ0^6BW8Y)8NOt5bOL}=bhEo=@=b^Y1iT-^5Pe01&@juCR9 zNked!%#;GV&U%#wdK;}Pv<#-pE%s2}obo7``bn-{g4%-Ba(llZ%sFDbSyEO@Cy(8! z#1@<{O8rWcjA?$}8t9tVi}-2&(C*c5@(D9^8RXOr%jqj1k#9?!rPB?i1)GH3aqC;c zOnA(4oOe{ORk;%=j*m$|==u$i6j-C}IfagRYY3vOzAI2bQCj=rMXJRRb@EigYJaW= z0ugBF`(rKEL&EC%hAAjVJuSal^-36DPF_X+y%dwRsFosz?8el2szJob*f9E$(;2|-iO ztm%yZ@!j9ZRE(ou%V8$IbjKgdus`Ks8+ne~YV!q< zjW7nz0?~1-s773fJ|-X4XU+B%e2*Cf$RSBxyo9cyI$$Gf%y)`U?!&?@8rJ1e4e~U| zSFc{_qJ4jSgRfNpb#wJl+8%u zyYyI93~;45!*GM@)ZBghPDlJbIW_ImWfy{{H8WvXZopvwJ-2@YE2b@8-JXsDb zJ8Hns?%=O8uviZef(Qlrs9Lb85pn)O@|1rJoTD@vplc-13nnWa=A!}|uwRpx>owwk z7}tN?JPek5o-#6^1_AxPXnPoc>;E1+5G}D-VB;ZIT*)akgC#CNkOkg9Uw8LEl558x z0Re2V<&rWd<#qOa{V87xSWj)(kh{=Qm_K;(2oUIdIi6dWy}oKsRB`WA$L(Z|&+i-i z?dtm5xt$Qa#(7SjyRENgnyu~BBV%{8ZM8W7Q@E&C<>=ayQ1n1rSEM>^Q?RhHvA~At;~tAa6XGy(K5>pSuh2Rf&W3qzZ<~*&tOq|WfrW-0HsY}l1P{Prd!DzmW@407_ z>*wkhWZR?F2G?)qRn!$ZZ<}yz`m{J(=+}VEHr0Qz6IgUXz|5_y1cD#igW*ud3Xy$m zt_LGvpa(}w;8KB5oVeUKuj8SG!_#(!t*{nxqXauN*k#> zb-$JmvrS}U#y$<~oPfFg8|$Ry^*isR@np!AmkSAr51D8On{wai4j&Eo)Q2j9-P*%b zBB1K*Ko(^`Gnvd!s5w;WHF_p>#X)mh`dr#N!)~f}29_P7=KQli(thJP@_Gh|w|f&* z*1k(;s}{lT23zLP8jq1y@KCvp$+0&DxUz%+|3%Is`7yCCXIFMkBeq_H|5E!Tm#`C;V>;ZM&oUef|QPX(l z)M&x73+;$u)YG}LZ9Keoub$Y?TbD*jquLYkuaFzoUCq3R;RQnURGS?HA7jhIl-%>- zcGHpM>lqk_vflaAg)I_{L-_15c4JH$Wbbl}6|s&dQNW7n{Q{RS%dm~7fn~8{x3yl# z;gJ_C)e^^zBQIaF_ldIb=&v#Uaf}=zPFkPd++qdq@x6t1&*ZmKahrmjM~%)5Zt_6- z#q+o+kxR4rXG#N7898w#l|`+;?o#Q{)y<@MoPPGn5%M9#*Tj0cnR12T-{!wL8_|Dk zM}kjX0zlDMaM#_)IZx-li%ZFfqDviTv;PGPJSC)=?nVRl)(3V}Y;>NnPEo6XRkG^ZUiI!JNI18WRA!t*=pAX;U3pL@+l69d_?iO8euO)dRWf9A_8f zXhBQlm`vtYFd1<%MfBF+&&;vui*`m=sog9nJW$x=%(>a0oPNOu4TMN_naHA4lY?%l zy@R}EVfQ{&M(FGj_FY^}MH5l0x?wj#aUr8hhko&M%hbo`6r%#dsUukSw;m;Hq~IiX zw{F+8u+b{&u9NnFIcsB(&a&k29e>{8C83JdnbXzM!WUzvNiq z-q|KQMBMEKUIH_uiBps)>h6yf%yK}Odg36R1n(sp=~(kH7!Z-R_>9Q|0p^a>T(dL8 zqUff>m0n;0vCCMzJLR~?ake5?RhQiWs!^q!>a)aT8?&61gUZxh#_*Y{R^%Kq=$G~n zx&t9&(eYJuO(gnaxYnFEj^p)4Jpd_-3rJF#*dHXbxY386KhO*7HC$bhn_f6qFOI{m zT_L2k2%=1yQ3F{ic69#o3y4nwGz1<^@3v5i@-pb!rwZxN+*ubod7pz+Ln?pt1F;A}F010w@nj6!b8#(0TG`i@+-JA~AV*7Z`$iq3^2s+q98x~FZ3 zi5q!jEdpVxJCpI4M;p>EoLuGO?xHJx&W>$`9IsaV2@FuOA=Jo@WW(tG{$L3p%b1-6 zk0{Ny$cfi&Q6A! z!!ADx1;ekr3U=_ow!L4D4#BvT%fceK*MHg|<5kpu{#C-Ft_P^be|srUCPjcj>hQtD z13+>tEcl4~5t8xYN{80_REht-^`C;?q=S%DhN<9*JR1D-V!bk~>jVOD8$AzI2@{@v zE4>rG@M8u0XA=^{q<44C72?8(svwJ-6tj4}36!PtSkJJka5T@81Y(3dVq+U7zr-zu zUmgdsw8Kc)$bfuAk4+Z@4D~wg`Js||BYPzkjWEu>yvU0L@*3dclqYiodnkbD8}9m5 zo<8dt`WaCT1o7$dk)%w*JK8^#i@u-=^2j~B@?*0k$~;rh_=VwvRj z=lW|(Un3aX<}%!T*t6rw?GvP16X!hvY|tS~uT{QG0BK;LKArsX<-5iTC}cug%72{I zZqTa(=UNTA5E6~I2KEhgfayNG+s(@l6mHb=s;b_2(BypQXIdY)bq?4356s7}R`*6w zKU3`Go=T8)JSw+0fEEgn>92vZvkV+i0om{$s!Cr=-_k@BseY+La~>r98tPZan11Kn z0GUxO|NM{l#K#Z~c{Vk9R31SN8Zmc&|2%-R?Yul)O3eh2mSC7ju+ zC7G;e-kWwvR=2JJz!ligDA9vAOXL=QI{d}uMu)^nMp`Jss}!@%PdeGE9V?#*vJ7wS zO2nxv9k8)ws_V&MzNK2F=ZUqC9zrJ5JZP9>V}!yhUc{?MkAuBzAo>(>@6BjTXz0Rq z+D(knYA16Va>l#*SMz9P{p#Cn9{$R>{*I10quv*g3drPk=~(!eQ|JYW>k;ATd*@9w zm2&OOxq)}dAT4yYiJU!A(`+>!ZTZTP*qFcI=6~49osn#=7grx=ashE3INTjdRDWkz zfSizXmLB2H0z&XTx?n$fC`~sjTDjszFAP2225{j;2&5%*W=HR8B}ftpQMBnYzAs#D zq@HIa_+8~a1m&JXnd6Pv{X6@`+R6V;rNuWO<3iF`bAItN3;Q{5E1iFH1yBbhv$5ru zQpffwFE=9t$e!mqueV>QM5Es|P#y%h*@5sN3MHuA)zbA~XeZY^i#P{fv#h1tl<$KPb!yy-`8oJibS=jP-*WW|E%$l0axkuW%l`M7(jd z`mEtePf1kPu%WeNZ$hccF*YF2VaoK1+rwh$kKaUEbHBwG^@q^0H@t~QE86Q4u8dsZ zKgR`+`QitbqU-^c@z)mQXx__@qEm&-$Pdrl7|D-X}xS52g8)XkgDaGAo(^o z`W!`Mx2=0bjeRnxa+n=VML|xB7T-IJ6uyi219z1m`B*D8!&eo!2aZhD7O1C{6B3II zgOw3~Rv?x+!N2;Ln2>K3mZj(BwXco!riKYgv7#=(7#)5*rdE1G=h@t<4&j0;zY8|X z78JZ$N>?`NG`4a~7~ydZjL|Qa&8xF43N@pdJk|22@`SR(r-lvLbul1@;hcT@9iQCA znr$B8&8&Rs1F$9#0{l-VOL1ner$&}xP>;5qgyphHTh_$Y+N#BXGEdBu?;ali=FJkT z35FdAgxL&r#{M9cPu;WYn5`X51HXXIK$>1Li;_j)8#SCs4TtyPJbQ%kBSJLo2s1?0 zuUubt1IupqU5z($FXA?!Tr(hPPeoFYd8EBqL4bbpZaGX8nw^Ibo|YZkeIV0oeBzjU zP_;hcOSf}?F-LSDgTVSU2uG{gon{HCmo3$CPm82a-&UQvJ*mk8V3=3*>`_pb^D4dO zGs}QbWfJb;o6IYN2UqLs;OCYbbmvOZ`8mOG=iCGMkgI)Hj(> zAV;ATG>DHKjdedQrYyz;Ir>BGE?rw$^uSwcZsEl+d0ZsA)0Ep7Ussh0K~3poXleM4 zPY8$KV!V4U@smNn$DIq(OnnO9I0fvI0N`hr=ikW5AlFbttLnRL=1bv^gR^291MfkK zo{_cP`C3q3v&3np8JTB^B`KvV)#RwoEGs!3AGpQ7>!`Z?Fs__HHZo^Cz8BUxRkI?l z)Ta{4G2!uEj23nEPBq-<-`og(_8wYu2pt!KE(?4Lk-6&whemu_m~~;ZaXYSQNY|P` z;PPtunekoSYeWh#)vSI5ST=WMCmxOqy0zwu1OeY?B-+&t-$aY%E(}<>rKFWrW-=4T zKd=Na!RvN)R4A-+n=kV0kTy|QlD&aCU+ znsVV9@XThRxLp)fx?6Du8$66maZ$@yT$1CR) z%|A8NKnEAG)CI$sTMbCXm)5Qk7Ul!5f~CZhYl|g6t2NbSa@@X7txY&)y}mFl9G@P| z6Ply`sBXBTM+i5_Gx~-+OssvH?OoBX=gbK@o>SH@H9l@peM@#kJQTnbt7h)>;#0cO z5M{o~*X%$u!&JAK=Ffm7LvM;-=Z1BynJ*2TpQpwml7e%?9ARIDK5&DU5JfZP7LQER zli$wJ0*wVXcH2nT?up$WWnT;wzg4^-Df`eeh$KuG;cHYst+;UafyK`F)eG%Lm$-r` zPOY4vaxmQVnNMz@vH9|9iRNcBz;jw2jhXm4Jf&YUmu9FS9@=PTF@X%h;o@`O;X;N! z#yN&XoUCq0a*B^HYzyxEX@jpXK>W(Z$T*T=Zd2%fDbBH9u zDO1OL?(e(Xh#I+ZeO+A(U@j^dB*X`N`pR1BeDXtGweLR#=Ifvg`db_Q?Ng#?WPF_| z7ci8T4<_1*heLG5pK^Rba;QP{LVLolDmQ|U+=Lj))gD9mjwGVGxwHx)bT&j90ca&Bs%1H&@W6EvAr2~sddnkR>vR&&9{etDNikWd1W@c@^hXVE z0M?cl+vS~rCOwK^GfB?|IZ8b_^0{K5YJ!#X(OoyuL;q0G`Q{YmAUkqEx-C;TLO!aL zlS4@03Meo;zl@+#OqVV+f$AIBDA@o&?JwW$<8V#hq$cgSa%uy&b+7LhtxPQTA6Xr7 zXzv86Fi^C(w?1lNlnp2+T8bjb&AFkfa+xF04S)-0z;2tL1h)i3DZJTlr-tJe)2cyg zf($Ww=zlN4n{B$SjG*-mo_=!CI*=UvpMYgft~m$L_%I<4(9J#F-Q9Uh&9Q>v>-u## z!eomXNMEW3l$j%6uQ{DLb30kpf}&ja>;Jy?hL60U*@0qE>&xw;az=SnpUueH3m_CJ zmvJinS`4Thk^F*w4JZaPdby!O1v!22d+5}obMHX$4b}+Yc)sVCs_h8ocmD`C`R3u? zgecF-l4leDaqX{3E;n2df&gL@;W*GVjI1F?`awSFe{{*B`IRf@ba1O-!A9gF-{|Ah3yFZcpBJUse13 z_?$fvY%0}F8X_7Xyd7IH-AU0Pizc5}9@bkDe8s*l;F4FJk*-=ApaR~W{8V*{NVo3B ztMjn6HbgN_xPhDaLY=p_JUtYGxJsPV-b7ok4$OyS&ehlx)o<}jKi%QN(P!)OOfhWd zvb%Xu2{e$5p9r4Xb=CS%#uhDc$MJ8^PTgHs? zsk(Ff@ESIx4-Gz&bDG&@w#2q)Sl*ci{9_5H2Q=oT>MBno)9C&7?541{oa4(i+SviI^fUO+ge zQG5ym4S}w-t|y^ZOlQ`X%Ou4<~K?@Tf36B1Dfvx2UB5EO6~GhT)oQfrJGQ0oKn8h?_J|P-ZG=0R_t-X1CEK zBt9?2=>a4}HPFY4@G0o{U9OhlD|AM}lV)pTaq{pK$iC4+>nHGJcUp;i%pP%fGa{J- z(AZ+ca|k!H>pxo7074sic6fa0#{B1|;8wpE!u3>$4-Up?ld3f}t_?EKjFf$0qaa=i zh}(mhA_jbz(DuwHv4tocZ65twg8Z{WMI4^dtigU#xNv(?x`gd8zWa)&uHTPrnHb!z z65f1i7ZZ&iEJMG@pE-46bmnk(szNIF&Fhr@SB34}yt^u6Ge6TxcC6-<;!ljJO3ZZt zpz(k@fGg%a(_+lnJ?T&clGBE;_UTb|OvdgQ|MS{*;2U`CXwviv{-*;P;ifgGD+rl; znda^PDJmOx*Z-r^bYLbt-1Z6x0_$y@!FH?zZ>}s2aw6!7CvmG~t#Og+EL(ez7k_oT zhe`+0AYA(3bTj3J+d4s~e`495oWsIA#I~YJg{lAXX5PAWEf(JVo^4#NsF`jYc*A~X zlO~+*=KnyD?G(zfB65^#b(BAM!Q!~l%q1N8s>xGb0 zM!*gSw|Tz|K3Kr>yVrald>OgP1J^#ufs0twy6 z%=|2CZ#2Hhj?INT+{Zxw6TFXiV2~7MWtRrAB;JLc64L8+XO{;xvlr)*a0qPZGkp!R zwY4_PXN1~p#jODP^mUiSr%X48;D9oNmjvHWPwtnddrXzo-0*l8Y*&K!H>3yqHj@}2 z)i%Wtby}>TcS5ZMHlXRDr-|dlrErT}#E56%I}`E|4|E#(7iz8>uy4(#f^l3USk(dk_{20#}DWJUyLQ`m6i zwUxGH6PmFbmY&h&oY^%O2X(v|JC;3QKE3G|q%x&HA5M-|&S4&uu46f>S9h=kANTF< zry!keQ~6&*@%pPDvL;^4KGELBFN9YZl7^r6kQ$Plec`seMDBe_hcQ)h?G8kBTMvq# zptSTCIKyDTW3GxGp2}_t`JLmy8vfV%7W$&zj9CCw6xb$k{+t9*_)*N5W2I(qcnxn#5JHldHk zqSDu%%slFS-mZoT?C^iF-|ki0et)~U$6L?*_tLq1F@1rE4hotQC#EVf;wT+Ix$aq( zHtJM#3KqMH#SIMfco3bwJkvifWck(|PU)eh{7{hprP)apOBLqs{H$nNIZyTU@R$Rn zlF{->IXfFF!(ULF`*>H#Vu_EeHZ7sDKn)yTXReysUJgVCuCA_u@>HS4iT05QwZcKQ=daJZxn3%n;9a zp#g-@m>_rl_<~=5S{>z@2g!RI?H!MXK$hs7hQ-Pw=|=^Nq2ho6CUdyRTzCu!jrH`a zFQ{G5^opb@RMyUG4)^|pEc~xjk}im~Vp0N1li<2*ka@ATPJQcfhqg^!^0_+Ky?dVS5#yn zrO8u)Ocvkogsy#C3>1lyEYdE#mlw=9ljsUJ%eak}qL<(tz z$S#vk8B#adhMJ%j46pMDlii})ostp5SWvf)}F0tjP<%iOC&f&UdseJ@D4 zpw=hS#dUA=nT^!|yvAp8os0o|c3|7^U3`0|*^eLBP{@=0r#e6cR#4p-0w)hd>MENL z$cd&72o~bxXdFSe;ddR7W#YE^*ACtdlp?yZ7wzu(G-j!gb$lvsjDZ0pqB3_>#`VKYc=TwH=+EP$=?z0F%`<-QBMoLN)vS4OzTk{0I4v%MrnHS1D$$Vbu@g zaNJ9aO<*Z&vkg&FYvS`6^CwPwE{LWdO4RiG@yh?zMNEzK7InR-M#iP5)k9dWGwZ${ z6nkQn!C`iYc4Nvd8#9?7zWVcrH_M7hGcCar+vzH;=#Ge@8|ymZ?E;5JLb^aWB>d1{ zb{tqaTZD(zn(9M^+v*PQ?}S^rHwU{kH9Y$o700qe^fMgn5a)Vv7&CVZ zz*y-X`&Yk(N;I{ry14<6IW}k7lFahBr^byO!%5HVu%6byds($`nzl{TQ;l8!Wj{@& zLP?wb=Ka*0<-C#h52hN==;?DI@MkCaBLGTQcxEoZ9zxASQOkcH!T?L*@+dO1; z4s;9U(>m?*ydLA>JLrZyLj9;+lYT{0!*3>Xy?& z12V70meAD#ayHp$!xkSh2itdPr_HfO+H4WGf03d8xhgcC+iL$A0x8EIwRdX*{m+ zUb4Ue&H6Y_VuP4z&jFitMO-#9{xU6&Mrr)Ah4x@7{OR1v{4ibfgONpTITDYWe|?4I zPBbCSkY~TV0-6va`79A;0!<6`x=c`JAi42_PkZ%T_itrt_|>)SEQAIGifCalbyR*> zKE!vv`7-g-FFbWmX35ynl6{1X4E21`=YR4;R=7`f4lCx|$VsUH_=1Mrd^{un?zjG< zADZ>~WJ}w7w_gfP+LvKyeA?!4Dv}$FPd9+}Kk4}ZJzP-hQRlY^XhHqRGp$P}l`_5d zK3~`eTeaT@)z^s{W**)t#1v$&t~Qn@+8U50NtjbLv%=c9GgRd(m7`e%=WED_w@0#y zI1S;VCo>eLu_VIMA)2Ohd~mgAq829eE(Q61oj#bk@@Fa&j7;+W=j#$g`C-LwmN7T0 zP!F&)IWBuWuf@(%rysYR#TCKv(UfhPOw#)dT;T=8 zb+#r3FKw{?SN~S`@_}{lQYoe-TVxk&-=3S}RSJDt+SGl^ymYcO)tQ;Mz1&yRe>hB( zGWP1hHRW{GUSz+(1EvT@&+tyDeqYU7YAQ)UJ{xP1T25sV=`gs zFU+f0(Qa(6dgQGX-bftTj2R4EM$UhFh7PB`L)Kblx@GkcowJLe6)o9|z0dVG>NgdK zN35J6QyRI00Lob4Z>SL6SM~QLS}i7a!jkHq@C@RNUq^&_g0-+{_O6;q!O0=j*ES)s zW7L=oh>#vTzptOyqlxp8y*`o$rH!tqWwFZw%Xf2(+|GO~3`IPNcL%!fwT3?~~W~w0*8J8wH+}ya}ORt~RFz!wdwQL-q z-H~GM3TjhcGp5mbZ8N2D#LiBPH|2{OkP??lAKJU7_J8>owBO6Sz`xn;N!&#}euGCq zd_>vG)PA!tZpQ3YXTNjp8_C8&SlCz$^R)kb;INLkZBH}THaEet{axUEg4?y#Q9U!m zR{C?XjTMM4*7qUNY4B^c7oW;>3%@s+yiYr{*SJeb!JK@xJ=km~#`tNU zh11B-zic;SNtf=7EM2Y^EjsD+NwTB)s45!*Yxap~@Ik9E&ZVf9!qN5RvuYhZue+C; z7wyj)I6;YZkp8P*VfVEDpoL1AxF$fmac%gCia@}{>#`NkuX_^Xf<`4IXyOH?kyEEl zaXS9Fe*7g~&6(!)C(+tj`i{~4h%s5U?Q%6o|KF*G>v5vT#h9@nr(7!3UV%_VbcIqY z!h2CqgOd8gUPlaXqK05UP#xzEn8pK^(zENU}aKU<&d?v ztHl`YvY8|7-G|4Y&J}sqOxD*}@pWtWK@(M8^t;72x@N+oUUCi#@;s*K9)*k?lEI9T zDg1fLqO$WV=|m3wTN7)ec(^8K6gd`BibU6$@S?Q79OX9Lj~@TphUMJo4I+#Qme>0} z)-*Kp564cd-|zicFAF!kVKU1ilUFZ}{D)9`qaijHl|ZAgEUEknwD=7G1@KByjQysQ zRUels$_A>soOHn#&bV+8k?+QRJ`*cky_R#9YZBtWBy7_5kqG~Wgk|-_wrRjuU@vOv zv281yM}|{8ZN}M}&aSRs^Ej}t5ji)ua0n?{JrjUswA#pEze_GHzcuV&iH8F%8QC%( z_U%|vc&xisn38KM|A7v{b}Gy3?+Nq!{1Qb$-a%b3OEp&$t!AR++w-K;iqR%#4RDkH zP%r$201+|?vZL0(cBY;7pOwAC2eh@dNq#K}vWJ()DWJw)NU38{M+GTmg1s9=`Q*u8 z4*yUH{iTRomrCl$O^cxVWpB4WP}SKf&&iyh&Pz3@t{YbfhC;{QY8W%k1(9It9gKQg zWad*7%n10g7`i5gRI?E%MqXY5Brs@Bs4E5l7sH6_2BAaOy1Tof>?TD7knv(LJ2Zjz zcXbsB!Xj&adNhtxy>veQTd0+oUfPq1_mG?dGZcsjezuqhqPWe7sHCd)LFmBNUWhqE6rSzR!!_R5+SHT(8QaGVdlP5akBQ+0=51 ziBJ4W05}tUs}AlIM^4sG1*;f4*Iu zc>j4&1Xu6V4}8uZp)z3rtidM43pIHhvP2S(0OnQ$$cO*R%S-4)Tk`ia3Tv7-03wQU zp!LRCBv7Q_C%`LTQ;f6t;ZWb?EQ09U5%~+E0O2JROyX6)t>(n92Aj;+^oIg&2j65I zkVodeq&ty7*~gebQ1>VFua7%h>?b*CW1)!f+`3{E^t=CBp%Bp6B z^hOKs2=-edLqH@ycgP@Wx@Q~bm2xLdBR_AZj~_KRiosI4?mEXj`gkxZJ29?@r_(dQVDRgWO#(Ph69mi*NfX z><7CEaHU~PV6%M_Cl7eCkj^+U>%x5{Zx!Qvu=37}v{|SAjdAqCsLn{WVbdhm^K7>m zJlw-CPKBJ+HNKVMzvQ*Wy@oc@xSR;gET6tcV=!=GeGRr z@|J$M%73>1cJjv4ReddClcg!Vd!XmG`aI-M8lm3DS^{ z(npF-p$3{V#ImeqO&=xsMiGpUuQKc8@vo>j8G`8}?KI;zZxYizox#Hv!kTn*b$yXl zOHQl3-uf8fZQhfENsGwjmDhT!d5&K`!fv81<%D3%ObdC!_lKG|F)@^5JD=xd`>F}n3QMSv%qX9O?1IV8v*rCGoLjUA$$sV_ zTIE0Xnbtz&g@ArctNr+_kR<*p5B|%Dcd|j8yX~{{SdnS#;S;o*)%$2VI{ix}oh+$w zZA=x!VkDmx5ga6~ZPG0>1^%inF_($Bl0-YiC3Yuf%%hYV6MgO_7Jv8Glen?dfBZ4_ z>`|ww=VcG-uJgiGk2FB(hlk)HyvwVwjKtlui)HiAblGiJiXn_31sm6XkJr59f3r}w zGY7JYjPr6!9YYKXu0Mj@{p<?hxjZu}-l- z`BKeAVm@r{$e!61)^Kat$r1_Nk())&_GpVl7bW=|?ys9QL;o3>4w=C4)C60SdD0TC z;iGIbA<`#t*9=lt9d-`_fZqy*3{NDn3+9-*SKWjhN`mkdZlb>u8vQWnk}ujpl%Fse z@1uMZ{`h!?w(hL&N__iEqpX2cJG+P<@zQY@4~dj@Kz^#&MXDybLi-mjz6xqVqqtB` z4j3c9%)s?X*V@J1)wTx4#hlER7lYZDvLt6Qy6_zD6OI(p)T_C3_X#tL%^r6^m8|mH zE|z~3yYK|Y;TY3cI(>GG@W4I^k^?!%XZ`&7MeLrM8}9tfz0HPW?nSK3=&pp?*2r3w85cx?H1P!kKm;Hi8nh$ETX|R)W}5>~=%`uTEm)+H1kZVipgeSNX*JNUQrY0>r&{#DQ_vH&I;!%^uaF^^02A{5 z5#=I_=4;hpS}&|QQ4UQBifmJ$^YfvjIdt=7hF~?n(YN)|d^qwQ$JaH#M%&EbCHnn7 zWbp8NNM-gpJeBIo^Wqw>UMHO>|Ajjl=*@Y#V(hC5oZ*jnD|~zpBCPG$PU&@H*XU?i zL|NdKMaAsoD{T(8LT=^G?qAA@zj|9ob6+o<9@=NT^f6AG7t)W! z+aK>;JeVpjn=Ed-rW}8Hk*DW$ytKVsZ+5ioz}<9Y`0!Jvv@t%3lt^W{w0~h0)DlFt zcT?=t4!@lT?5H|0!08Gv*{{p)i7PiWAG4PI`6b(9EX8~UNgZA=wLD#Wxjk{OVIpdq zPjr^qoA1JS7sy;=HK6=R{pCmiwX7sf8obdC;^ za#^C4@or~zrRf@2;hwUmUHwmc1-X*7`Ij5ZOUG?z%<7HvSS{1_B8kt+%HA|8$^3ru#G0XdljH#8lc3R@52aTD)?-N+wbiCD>L5e{Pvs`D3qc z?(}!gj;7|{S(V+2z>6mg|Gs;_wQoEdgk_;7!#JVP8gf^2^=LrEdfSmbk3OP=+3$Qz z*B2UHq${PLs@ovj8r4$?5J@8YI=Udb4`IO^t1cFw)K5d!Wcovg?c2>qt}t+r0Q??C zXaN`7or1IIVu!j~pTfR?c&^9KvZC>{rrO_N(yB6;jdp4B>>u^UE8QzlbLFMadH;vB~umBny8ddXW2eyTW%Bp?xry>mW=XbTQbh5%9m7IXs`lD*sZQ143q~54;rS) z4M!=lG20FLs3)4Nh9SdN)L;4RGUp968>9>Bn-m8lf!2u7uLO24-12he)h@pcKVQ12O zh=5I!mIo-x{BzL&ybl2I%Ps-u2SDqm{<+IF@V0~7^?iPOB<#i0UD39QOF4(Vd_V+b zWE8U{98?$~l&TV_9&C-hpdXC6d{(cmv^qH)O_(5cFqnml@KO#-|@Rp+XTPC;~} zgBbxi3*+@Xx3@wpuR!{Kgi{;l9tg7fhpi;@kwc9TC=|+x)5)#|R06q!EV#D-u(;GP z-x&JsVrL7G%{4Wl>u@`y#mmreuEZ zy!2$H_8DNs$2-uQb?xlZ@Of`KY>sf&K!rxeO=Gvz{_Vt7MO+G26@mE=&a5J-(lP>b{e%RhTG{}*R7Q&S|3jS6@ zSsWhD9B<5>+s2C?6fjYdT5T$WGzq_ZOP2uH~h~P`q$mA^I9w95BSARbyiy5-IQ8yX?;f7Da>j zDc0zl>xnbQIXO9+9~re&Fg?GH6B^Fncp!JOY3Nvd85R~+9hD~MBnU`MADwJgalkZd zhrm6G{AFT-m6bZT-wKSY0ydmL!bY{Q$Ow*(n8Gxasm5fGN);8b@F_3iK)#U|HOefIanJQE>@Qk$FgHxj>us>V*N^AvTeAEAFu&tFQZB94B1v zwEb}Z{6=BJ1!5c{?T(=r-utT#%NQ)#Sbb~^kD>~><^*_vKnM+ zNsn0AHMSyG>zLm3VTfIPTHfj@DHUOr*%gV<`Zjyyv81L$nKNp%F4jX>ws`z$uCniC z+RexGiX(j}Yz>P47IDYtv!8tbmeUw?!)2h&D%g>p#^R=i>Z3GJ|CF16Zkf$DJG7E( zifds0mn9g4!>Yp-ADVsgx$j(7YN>hDdlH2JQdOP}8&CBu7q${T6|1PXoG%bRd0&U| zd_QPey}Hr>>z@u}&D-~%$`2Lhf)*o|Kd;pURFI7q`%GSbaFxmH=<=z;Z=afFSTVn* z-WjzNR`B+U_qf*|C+bhv!oqrsHdm&HB@4F}PCA5?*ae}kw&Z4ix>9e+U37)oG>p@` zqk3Ff^{{&ClXE*IOZ)!JZC&d?FkS1_ntpbw0gC%1UWf=%zMg9+B)_-b@vtkq;>a^u z!(mgetmnNakXxC;e%F9MgQm%~o9(Bu(wOLFZ zEyTRr@3XNr5*zAYj^kOG?$Kg7_=Bt>&IZjqy*hf%fsa8;=lWAIh_Ze~`1`4b`6c$a zwj5n#ujQM^ATBBL@n=nmMZn{rMRp`NlJ$=GZ|RpW&g2?2E~Zps9WRfidJgjPBGy6x z$0ZrK!BDsV?TT87`Qv2%TYoHiwoJR}Svh&cs{Jj=BgB0C_5N`b|1(H)G+Il^ONvh_ zUquh9^R6$-P}*0LJ?MHp@wkS?pFv;~VIux4jydv4(!zcw>G%!5YqDR`KRs$nAFy?v zw5aP4W7HuP!9x*DUO`wf`^*Oc;7t)7OmV+WiKPElb6{bOCCEe+Jdb)90bpN8h#Bzh z6vS>YgVp+@dLKJr)J?x6(87>CorD> zcO%t*V=gT|_Ee`I$eOXWZoG5@mbWqKA~95LZj5&T@8XLw){%Rbm3Q`b?7|DC)4w&3 zrgN=1Pv}Vt?PkE)j@2NjYv+4ylBM&c6ZU__cfOO`?H9*oOz-q6b&tA%;M%(oBp$95 zs77zhXJjL2W&Q$&m4^7puw#Q#Tj=xly5!;Y7!Q1hmR0i~yh~BeM+NCr+n$%Q`RD6N z`bL&jvO69Y@v#G7k!Fdm8kP9ltkIS(rh3FASt0U`*4Qv1QirWkA@y_AZ?wYBj8ru%zUelp-+}x#{4|wf+Rstu2W_)O2 zW}UxJ75!XH;khX^OV@AY*`Z4A*EqcTuEb0NQ#zE}Q@xIwJ}vbyue+1)^5&?~fhuEU zyP!N6HF$Y51?pCw0y#<;ni|?)9^~^T!NDBC_Nk1$ebHQU>S$7du>2FZQ+tA)Xh-~m zlX?<^LRVfXy{{*<_VONlMi+DxaDCTUwGSlUDoD1L>oiwiny_&{6vy6javTf})!1u$ zsjM&kt=ox;)NpPfa<*+-Go0FFEEK~i2Y1|ZBab(ByqB$+w4$P z(DUKh=1}_nEk0EgA{20&3pdYH-q!hIZRluGcZeXG$slPJE|C6d$o)`gn_*`A$;yom zx4xjC&y;Zr7;-0}_t#%~Qyf;WK7^SB6H0=38zvC%<;5MJnHSR^-KwG>1%_$DoOLkj^#Hmwic|JDxqZ znv-b=9esgn$+e`vb9%-$

m%!nd+Z^F6qt%sH|){+RAWONxrU|dE?>uI=l=O2P0Y{+HI7z86V_9`xt3S;Yg?jD!sv8gT3@SU zan82tQ+Y1dg`+iU9-r+ne{Ar2O^Qj{#-m2@T{AD!LAK7!yF|VO)iE8Z2HY+AMBlHS>Au zr9rmUqthnt$8h)KNs;9r>k@Us4_$hU{TgqaPj%P5QO4Gun;xq#_VpbbXm3r(dVm7{ zTUya{QoLqV5_Y(nJ03&)so3M~PCE*NM(KY>-Ti)g_dgUT-!Ju^ z9V$soUClyMwVwR?!Q*q7Ww4kbGop%L*5!nGX>f*-8z77wXB{cVVJ6 zdUEntE?!yP7dN;@JZOUXeO)8{}Dzor;Ciy~)!bZt`od`FZuql|y?D?-Ek* z7_BZ3lN6(SzrVU-v@1Z#Kzyb<#+NcN&@Ps9ZhExGKU72og+A}{(D~aXA$~p`U(s}I zzf?b>)utJ;G*MbvtuKENN2S2^>MM4C!5Ku+l1uBI-MboS80|(Z0ZT++)oNqIf|+$r(4Qvi!_0OFUq7+tatLkNa;+e0Ap+kpl;Gr5)PR zjhMXna${DNVlp0D>)J04)eo;Wq?tMj*#oZT*tZ_k3V-nIkChuno6G|AHH)p@?P%>j z@{71p^-X@CCo4DX{(`%tMm#tiE$@Ed!keEI7G_77OOyKf%nEZZy!|=HuDOO1O*YsJ zhc%6Tz7dS!Qae6cCq~ixz{U56*;O%}T}~gfBrCOS3O*MVNn6*%>H02Ve|&X^<(Eim zRsKL;nG?^?0rvslM?sN#VgnRw{#^Zwc0~*jfWlavjz1dw)@KDTss~rpU;R@A9CqHnfB*PkMN3#Q zoIK&M<;HqmUi*!EPCj#rLJ=9u(=;8iP|w8Ci#>jKD{Z7IOj7XeK|g*a#ftH(&z>Fb zVuzYCa~S#=U}LcWvwSQ9X~7(?E3V~w;{BUE-n^L6}+ZQ8lml`Or1^m8vnS-H5TL|W*( zDjwi=s|#hc3MXDIrMYazaL{?TNOWL{w7%KBcl`YiI(;s;cK4o{n&L+5%G70s%w5DG zO^gn$OVO_#p2?6r7fV&5KWu}zcl5f8-{ z?0WT!=>c+~w#K_&X%^lpu`Qk*zH@)Csbbkwkj-G=E;YNHU+1?79XL?e<(!{sUbYn! zS)E!aYV@>vk4eE(W%GO^@h;S>uhUtJt!jJh&_H+eH!6Q+%_m?t9N!?6r0@=nOMd6J zY*qAnIz2I%hWh7jREch{$8s=c80FSHZ0?i4%jw`)+g#H138VUO!Zg;KX$CALb_8I z&}Cc1xq%XXUtOR&*Z0r93n)8u@%w6&M9Dn}& zd3pQC0@f|r*0fs6laoh)O(&9y7G#0{q-^TmI88S-ohg%4OgodY<5eS&X0ohnZ=7sx zX9L4<5xw`3?F6b}lV~5Pn{sAUc)n zHaTiJ#T2)6xGakiCF6V?^`T~Au5&@=V6v?j_*4VAwO^0kIOH)Wpde~mWJGHGgZ*aP zltS~tIy&6DdG#0udLZ&{*>=fA)4d|?K-P*8e;$MH_Ed=T-SFB^&}a` zkx*4-b8sEEPVdtJ3gZt-8tWI!=$pU(Ra2kYcl9L1XtH=5y`E!xK<=3yt<~Zc+6zqr z0J^No0FZw^;jZa{^C*Rz!f&fc7{g7f6Tk;>?`@!E zuz$@_P%&LVRg^H9m&x{uJ$vhf z#7qjBf-Kt0i%DtfS+RE8mrKTf)u!l68usX{ejOB-d^#;Yj~`1O1rD3oz|X^zjNOo6 z&<#*%x9sjg`<6PVmTZ@~Y1gs-W*u;@oM6S%sYbmWh577Z%kl@mzSt*kAI+ErDI%wx zo{grahc1!r(xV;FYEl1-sn;Wi_B;#s`nYFLDM^-<8bqnOLB3hxg-NKYGqrK}u*d}(DBL4pA`jj8szT-Ftp?nldLVh~C6 z%gj9`?}SE$O{1B8Yzm;wHa2saWc{4Y0zubRQgbV$^s=-Q>J@ifn&Uo&3JtIt3lYgs z)lu;2I3Ae+(=IGQBP%C>W!tEUqoO9&j^_9c@)|;Bf&nas3cClH3M6xT%|y;tD{{pzRhY zyMutIf#@A-+hM65C98*`;}PD-!^fA32i^npYHh;O0c?)lTRbaK(I>U$Xn@lEQ_^u- z-K8BnNQbCg!H}@Lc*(!YxLayiSXvWEPIn zDV#2iL5oA5udh?A#`&=C&Ibo3%n59wm z)BQF3U)zKAva_kz`ufuiQlqwqqA!+K?KSH>e|D_kIoqju)x!r0o=gHcPet_qu#~7+ z$8K*Ndcr4AmwxW(vLAjpqgjljtUDtla)dhYFc+HD8@7|XadgN5mHL=d#!oLE*;_RE zn4XQbI}MB}8p^T0$bqb6S8>6HU7`Vi?oy>NacKI5FlBDCE5HL3u(rTNi-3QE(QD`f z(w$zl-Hn?dZxg;65b&$!Bx(b1jF>0rHlej-zh6#ggZ~sx-{)Ffb%{Vf?_<2*FnjuY zz@2cYgC5c^AYz?Toujc7z!ksY<% zKXS@5Psg2DPg+iMqwf^^mw=Xgn@Q6^bsx4lsNyJQ^z>wm*RV=b5A>z;w# znY}i-zdYLw&_#{I-1{H z{AzyW$PpqHvPYo|Hv*^Ws0SG=F$NFNOEXbW(MHwK1Hsrx7^e8Eq6K`10YKYr^OvC_ zr^ShC=rlbl;XUnArnLO5;8QAokgr0(La-_A?DK1+JL+gm^k-Gs^ffS;tsjFMO??&W zIWjv@6K+Od{&>s9{za{pl6{}@h5m5tGseT}@=rtoL0$IN9*>l9mY*LI|7S%-d)mJ( z=#poK=ui-VVeYv0HRyqY*F8D46CenLo*fAFRNOc(4)8Nd$=3ufRW-muHfSkBKkGOk z|L_O7^i=FwqAafZMLY!?z`C=@+o0fbhO%@#DWkpZ`7DTHA1--9NvhAb)`6^{fhIx( zaAE+k%foaaCg=k3Zd$+o5iX_|#J(lpEseI+-6~ZZkogD97X>S5fv?Wawojub45hLT3*>EJMZaRfBjYc@W^%f@MD5d zS^)C2@koLp!xPL009p_JWxwKWG@cB^kvK3eGoiWBp4uFkXRY?MI4B2+c&5VO7$_JS zW+mC+s0YG?E|Ch<*@d6ZL2=b})YL53JgJMvrqjQ4vzWn!+!S;coA=MI=Ap^yWt=}o zqZTeF<}FBrcr?$iuMk@nyn7dZi%o6(U3j{&+hm-+fMY}T3IT>=pK{kM zjgn)9OFO3G>^^Z~mjaFj;%XA`je9^Ei2Z{Cno73G*AFjR;Mx+6g7^!edrg^ojW`sX z+ADFRkO&b zE-{|dm=+MYF;u0{-P+1IAp+Ec1Hi{yJU2IoqgxwM5(v&>3lWWg z5QhCJiIO~6H#Kkzw4-=yH*i~f{cH*_SO4^q8QHUtVjCguZi~>DQ}*B1Tm9%d)_f<- zQtR5?V)~gc8)VL5^As)2dj?c$EkeyVC)a$dOWT8HP?EV+Xf$-?cYhHpXC9B(57)Xi zRyp9{)&o}e9u@#`7>Fl8=%%%XUAAt{q~nnJ3zTuKUM(5zJ+A+vs;Y{b%kMM!h&`?Z zigH6>CuG;xAjp1@uFK%YrAI0ip|hLyH)R}$F=vNkp^AE*Zc9x zHH_ztOiW0dT>h|Zr>LmtTM6hbb}pQj`dE%Rx^5y<2BOCk3L~7833_VlwJUs2schk$VU%mO9HHtibHT( z8B9nkkX))KA$8vcgyBI~k}mUvbgNwv!R@c-SU5)GaGt>0dks3JBkBf-c>Mm3V|F37 z=7xEor;Eyoxj|1%SA>#p5jztPIoggtXuZ4S?u>i@wr|Q*$Grr_yTD7VnNc_X_~UXmpSA>mUD?<= zZV7=`nOL`v?`Awc-V)RnodCSdG@{^kM2jcNT{^ywR4EyXOK#u(>=4QtV;m~nbEheS zq6CwF6nY?O>CfQA;~BrDp=eL*js$GkzvDCbS29G^l5$kppP5T~7Nz?o?%zoQ_x)>=foqA4)8} zMGH)mb^P$*D-5R~o}0TYQ5l(~rUZlzcSYdDa>fMSZrOMC3cymLK$$$E2t!bQ-E{|8 zoj$g?oao@e9w)dshP@LmM%%+0X@S#iKsAJMdA4_0M!Ua84yIR(oo1Zh(2yG;&_zJh zY}n$Nx_4^*KY6Sx>VvpBmP?j0cy!B(}^ENb;cSj)x>i0(C-kZ89`1$d-ga-rF4zYN_097;cw%2ty`7){dnCjQpJF6@-oI$8?m zFh>nnt?B`vWl%Q>X}>(=G5Ung{Nv_L9`In6-aL+#eR22bPu$$r8^w*98a&J3RSbc{ z=nMM-iZEGW*t^p8PN8Ck7Wr*3n6?m%p3{%Y#tj2~^oe7}*6axgqz2-W5F3~drM|$u zVxivXRqTcK18Jzv2e7p@q~pNzbV9{_1f%MIeb zK*rLysRCTETc!(eQmehB@vrqeMML#-Z1mLZT|MDAiH3qsXc?L(NIPC12aP)~4-WO3 zn05Ufg{@C74?SMLX_Glow9lZi4FO;9Ad)1F?+om(_$X;vc>tT-65{LgjEOOD?iLUJ zrOVf(>ki=A`k~V`3Adthfh5;4)=+||>2L;}siwomd+gtTL3 zcgMilkzm?OvvPzk62cPz{N6Gb$Zo5jN82(qktQ0`sQf-*;ZiWJM~rbkoD}V50*Yg`$ zH>O6F42tCNXJusVRr`EsF>-UI-2Y!%d%*+6Fbn4bC~+G@8g;or{X}%zb}WLoq2xoX zO%0V7@O$JFM{b9#Y)eDG8pYRq2C7GTAs>P~j{U8ys^p0*XoqGW{{B-aKKJ5>YaG)O zEk^mv-;N%&59x$Y=h#6Fp91i(^Gy}1FuK2SLiBgaFG@;EU2pF16rxRmxV1X4qIet> zR;~(8S-~Mb3gxGM;7T!8Ay5UaENb7m-)@@|LDorMsG_NRCFmme+?lbN!Q$2yAEaaK zMJ~4QOKI=t^9?&-t({~}9{tye36{}k6kpMtG3-93#kDhtSTJ1gcOX|~3u=;?wXmCt zn24cdvdphT>On$ckWbTfQQRf%(-Odp>YXCsjXHjUV?^bpULW_u9j;z!u}#yS8-h4H zvv6h0$jFGKi935!*%33qtO=J*0)6-%n&scrTqB|7=`B&ug?)0nE2GqyZ6LRYS_EeT z(<*t^yx2#&bs77hZ9}8>Px)xTDEHA ziOeF%x`t-=uUuK8ywqG_zuSP3VPA{t#r$&*x-tR0Wjahr(yC!-BEqpqB}ZLu?v`gK zOYQ};-MIm_tD(3Y>@h*ElRcIf)n(gtY8P+Daj(4 zjpZ4M=NgHZl&X~y+m6VYnhUU3Nz#Ma`#{<;y4^zNb!R8RPFayY_;6YcA@IzW53qkB zuqC3sGKY6j5LF<7yjKT^OzhD1^jvN^j!wLR#d#bQ3WRsjgavfGO=!c({-dP%wW^vT zUBm^4hZ4O`aq=)CRJ7WX*ROj4lr{EOplaLae891-HFj%<@eBY`PgncJ(6wnjqEiru z3^bJhHPw1R3}T`9G-|gze7K#UVWIf95z=Y&Oabdf2yF0Sa4^Ou+|MTk=A1vn$rNaZ zc#D*1Wqxm66k%rMJX)BVlm@tcJ<<+k<_7JGNUWp)Q5vd3hEXBjn-h;j76_-+{OlC* zKj@>jcoqhWo*E)k9YPOXvTn)5wgkbeY1ze5Fjoa zXga!zc5}f6@P@MKz|a z=qVV-#u3Q-Qg1J5+Kj;?r2rM?vZsJ_4EXMx_$>3VUa{(Q|F-M9`ev+wUFyuq3n^a_Z_w*1w&9;L-N<5;IMt@ax~JnKg#oItfzw-Q$GNp>H^dRDmno zN9|M{S5nF+wt_b_d|E5?VXkG%m&@;*|yPQXmuL;U$$VU?efH6wFM*oi=RkfU6rA8Bd z2MI<;!&2}m6Quze0T}B@0Etcr5|^NccGT3 z0(a!_9@>BL{j)X24nby?QT$3iZ8ydC6Mqf~u3>itO4CXgHSwno=p}hnjzQ*>HjlJ` zw73bvR)89!ISlnM36eXZXBT}Mb-!*15kr!ac*_K})E7k~ppvq_Xz{Q=L9wrx){7_Nn9pMT%#I@tm}%U;Ag&7?3G z`7%RylClKdX(|n>$t`37RhrAauTh~)JOV~+F7nsL4zFhzHfkFrE6snP_SEb$?Dz>?aM|>YDs{a^5%@aIHkAd9o1K={CyhdR3LzhH2Bcrc1@~0r< z_McL4Alex)p_I?;W#VCxh%Cv^AjT+!Z$}tXeaNDc_=pta#ASvl04U=rm#XAP{1~Gh z>5{Rx5DMfhkzm2)Yf>#f_hNZKuZjpx;Hfib9x&wB$$!0~?AlxrT4QPBwt$@z$_d-F zs|S`zrquN?W00bp0S~n2~3q5j3w1JCT;&)y-s_xybQo4_SUy1Fa1`Zk$6Jwg$ zbsN%pQ_|j?xn49{SwL%s1j0)`I5*DAV~7t&RTMNrrVh26MG6GhmVJkbl7*xyi5@On zu_8g1hQ1cY&ht|EERKktiT9XZOvAaGQDz=aM?4efwj6^u42t{qf~l5xaTI^<*9&%m z!G6?^pJJlI22y^QR*z9^cXEeAdSZgR#=%mvJlk^Dl~g=I6~#g8Y7-~#YwgnhvVvV=g=Tr$9nYwdR0|UocN0*QJ~xk zqiDd2iK1tdA6r-Xw0Y{?p8Twf8@@53H~s&eU0&iyQnqMDH7Mz#^nkl}iF29_4Gh9}jM7pFngv79l`Ece7UF1%yCg6+`uJDcu>CRgTh`Y>wu>kIKTBgcpnJ_(lb><#qHgxOrVKg=wjKylt2JWuOP0PjINqwQ=gQCx(NB@AqVcC_``@05IEkdwsVe$js$T@o~e#BV&Cyl&(*QUOSL9w0g<5w2ZaT*B)jTBgT|Z>b>bKdp-D zC>l_PaMhEqU%wh&V`;ByTZuF&4i7q^vqqGx)Y}7KFbz1B4%|8|E19Df3srBrxrP)# z;)r}IHl{?xUE~AwP|pQS10VwxlhQ*7^%~aSx4=N4a>)7YD9}J1a1`t|cvg<5T)XO!OC@%JU?)8%YOj^BX?(>?w zm{#`V>eVF9Ealp(TR8cVJn|^0P9!Q}g<#YwE-u%H^alMXsXZA0+$3m7;Y*h8dI=nf z=$a19o_e4dGCX1J(Zz_3 zdO6UlqH}W{KQpAGc1}4E%AncI@yt&xmfgpt-xmB@r_=E%=P{I%JW>(p3g{TOuL@Ev zn)^_C+4^$Cs2cOTj&&wJ9pOIcW|w;3#ok0!Pax7SEKnR=8eB1XVYyhoH^bY-A!})W$O6?T|p|MMU zw)+%-T=1>9JC(;DT0SuYjg7PeVobuWh_?97b70y#5hkdjSZC_{_h-wb=R1-Aq8+w> zu}^!=NrdZe&CbpeNOqz2<;#~=sO2l8@7%tfM^6pD{Bw3FcO}oqGRU&uQv5pM_JdFr zND@XYM2F<%lTTMU6@K+=zruX^JTq|_P9#Mg)kJexDzq%5SEd^w!VTrJZnKk@470XF z>^cI4Bs;Q$11F#t@CF-$c(HNT&!R6ZJox%->AEv(UvhDAY3%>2veYlkfwI(==x_3_J+yJ~=BA&_1qzzoRRNuryUixAD`-jVlG3 z`2@i&T2vRu0S_NP`tLxH!)ov8Q59=VFO<4eJdD~9o%tR+YtB;LnzT9+>wz^FnSLpm!(3xqq}X;zA)i@ zS4r}QF{*n*d64!n=Z^0PV-vN{RXA-EMy-fF!yetRTm8hiRI+p!=orpVl~WXWNdu6) zSOTjHPl%X+V|XS{PTb!?%u83OxrXK!>dfjn)zV0dTf>r}m1#K4_@QsZ;}8wGzf*ZF zlEdvzQDI>TSqt%>&=d$>BZe{1^C6QWy+n>6OGl{)F;$?Y({ zH~_ad3VqBPRxlTQFLvo6@z-1+@Lj0QzdokDswF56@{Qp0E?jRP4k)cf7oADKa)YLd zg^c5g@=8B9NsICmRL^Kd?>w#EKe|EYhN_B zspQ8S`uzg{w7m?z)scl=|Bhb0XTBdCOzZTSspyuzjg4{)C|M8q*W2TIZoO%MmL|eH zcJy`Y)@comLH~M!xHqfqMCAJBs7EEe=hCc5Pn-+OO|)Xz)|XmV54GwOm4e( zV`2e?EZ1<}6e^_)gm=T}PRvs*X14qgb`fdTR|_0LN;(lrHFLOW6Os%#Hl`%#ETyJ= zT!GRq?oCn<>~2d=avId#UEJxJ7eD+4NBy}rH)!!gj=qc}sdk49Okjn|x_o&EOR4#t zlQ)oU37TXw@p{0^6_a-s$`nS)zS68V`S?EXWxxjK6@BfON_d4TGtF6Tll_&Mp<$Ig zKj*`n5vw}xg5oLAX$BmCRK0DYAE6X8{b~!FsMlLQuBbp}P@?`yS6!(i;!X@%&VUlN zvlFcbNkBm|Pf!}V9#ld@{K_~vi}Gc5z#kzn-_@)gL-*&TnKw9lYJq9icj-TfI`8J! zGdSodGUv;V{Bg0$YyCTZd!_X_Ds&D=gv@*e9>v6$hxD(bZ9vK~=oB|q55k(68<_hOf_t-{b4vlQ-}^vLC%9)e?okdKtH zrM%i|p=Atu0>HB2yj^38ek}4pZC;Vu7mXoUz;!Q-2+&!z3X>Y%*XCWwL_y0=72G~E z@?ch!w7@IP!zZ<`&HyoFwmHI)(ZjaPG2)j$4V}fXBoppk`x>h(rvgdv@=U{#`i%ipiofxQkA}hc!DV(NtdrR?r=19bk=ahRm3?};RQyil5#=A`| zF3AOp|2{C3f_N2WP|UK6I1XQEHojPuL&&;RYIT0E^__IeE> z4%NxyadhmU7FAz(Bm6m^D7YcDth{~zw8Gb+7U;fNiaLbP!L*Vl$En*4MP;XAB2FFGC1_gZ!Q0#nl z0BytursZvGn4EElry1wDyd6%d3)BUWBEZFI8qDAP3-^bVue+a)6S6k*?B`voPk=ON zeR)x@>xzQ)t2hcF>t72}syZcY{`bOdK!y=c%W+tm@6ZKEpf;xBY&xDA86Nfz?X%zB zj7Duw*Xju^=>+F$9fNm4A*COP?J*e$L=sM7&Ca)U=*rA8EtSRMSPa`Bb}ZqgL+ek1 zhYmGSJRB!}&7TUgjcGR>W91LZhBW#U0FF&btKq}Q1RUX~QP z5Jy81C2@ct-m>PEy~A`r`7$z#h9XdvN@g{p029a%hf#Te5%_WSQ~(=XP*F{H(q z_Od$SD85L{LDo$MmTq2^p1F0SXxP=OLnWUnWQ+^|pc?$^m4iql_qD$IU;u{Nh=l?Fp^0V$k z6DaS>L$u`920=TvibKB0ne>MYr~ZaMU6Xtq+<1(0wQ9FuN~CSgaF%RYv;fz(L)Ed& zU38TAt%$wiS%4c>T0xUQd^(8CPGT~ROvak5D4PYE$36{ZU)j&{yO@#}HN6`#8o?MZ zZGxugqtO29;LHiWogVM$?hf63btfzKTLPhx5)FN>56mEIn|$}^(;Zn8T_nFithj`U ziHSx?!f}xE45Fo8^|<=TWp0Sf!H_r!CnhfUl|mH$c^4+j_qYwTVQf}SqA*`R`G|R7 zA=UEr$c<0nPA7oKGlHqOW|AiraE?Ec{G0;3b;08C0ovsll?n*+(8==*Ep*h&ZT3A3 znQp&&joP&GcqC8~BNK{q8Uz&mwUwI5-oQPxd6-#20zXB!7TIJ9{`fQ|t#;{~t^k}I zpL)YN5I;`OmS;@}6t~-|e%lE`|23t(uo3_h=lwJe!3KGLq?EDlR#njoWI&ISX2Kw% zE-r{x)`1y#lBUA^oN{XcLR9UpjmFFo_!LK>`DBD7Tps$UqDX?ohHTh9%EYN>$Wt8z zSdXC?GHcQ>V(@NSClIv`9J6s)U6W)~U`?~TDCTQ17n~W=(QD_RA_MXT-NZsf3tD@S zmtwBBhzy1$Ss@*X1ylq|j(~O4E-I)quvy#J{Knk65y)T{(TH0ub|>QeNnii;Q4Z!a z*~aL1w&=b{{S}e0TXH|5KP_up?(8k}*Q3r9oEr-#_Xf|o0+sFR`hShjj|T5j+Z=+XfvV6*CKxedrULR)2S>*-*AMw+xD~I5nC=Fj0Zi@Y{`LkP z!l3Ru0n;qckx62^ixdhVk6KTS4o2;NL77I;iNCCqT?+xnT*ltY>dD~Nz_(3vMp_W4 zuwgIjHiEm@)AycycsMg_88rE3iaunLajP4*VU7T(yrn8?O-)T%lNq_1tvihrEj}@@pCyh8O$_zdhrpN;}O#Gu!~`>&hNU7fvwi)TcwM8L>_)?SJwn4Tjfhb zf0pZOV>?+RQpGGSMnZQjpS%@Ie?bPpDGZL%>DgpN4kcN8O)41`3Cz-pKM>RiohloO za9LLeW~vOI9}XKT_?7$!Enw&R_3KG!5)w@!HmBj@%OEh9{rAZ7zjp#7pN1SSnh@aU zSBH`8u=C+iL8R=Os8?v32zXC^xarUQbr;n~WdSsUX?gUiF)-07V$X$?)Ovp*pgp7rvkh;HC}_%t z<`~CruJPl$g(-(K=gysDj<}mWyYk&C#Cw9N2xZbNn-Og~jakA1>u@s&;b~+P&dI}c z+v>osPZ`3<-85+Q`_7GplH`Sqx5pMtL9x%Kpsf`c^sjDmt%HL<5jKK2WwAiRx)%?6C)Ycv;} zG>7*iixHO0G{MFRq{ro7IVnLvFZ-?(@}H{2zI`%e$#z!Y*?wOKGFj!4_#y&!?2cup;1=5{5>J&X#4Nev?;Fd^lzNt%s=mR}VSy zI?AoXT84u=<4se-Y$$=lA>G(9WN6clo!gh1ALw0Cso@=H*O{$A?LPy#^-Y*$0z?0Z zz)0xC!gSx>lGear&w<<$%CuXDdx^5x{(mF7*1VcX@sPwNL!MxLj{Pt?JTjKi40$vV zwecJ%xh-qQPuL$1i1R}74fiI3-b=gQM_xCA-DIfRN(v~#I}!0R!i53L5-%lrQ>Wue z3X>dkD2%V5>p;9U2_bIn#)*o_&7x<{%DgWGBPSeAT4P3QWbEljyskh;UEPl%PdO9y zYXt`eMb?}N#xEaZPTJ5tCB1g7*0n(t2TQps-;k(>g;k0(qOTf*R#)OzncTig1zO2& zTb?gzXAUS3jG)wemMGq7hw1>A8 zK1cW;&zvrD)bi~QMg9&006tuu{)8Zq{A_Iia-j*DQJH$m z7|FpJ_KF%fP#u1pL9|VNK4-L!M2DC)80-QPwL*U|sn18V)Lp7UDk)}~48=##vNXqD z+vg+bwOB~tR%wF(*>}#;Oi&IjMCKs-jX@=ADjh*S9B(Qqb@Cv3;N3Rej9`4Ek6jEEIj9Pl*&gsEhaL*+RUMXv~3J zbt`}T@x&#HrQ8w5B5$XZ7Ibq7WytO{!8T&+FPRzbF|*w*ekd7!6YY9IN;=OUmTvJ% zf_<#~0Hnu{!$_jlz|ccYYhJr%loBRkF1lh1KajIiZb$izDad_Is+}-WOR7o&w#huk zn0_KAz^2iTc*R1uLk}*!A zGqWRh2RV}z^pSmVaZTz&Bhh|rFhvCBSDy{dp#}}qK6w^MCV8>qlCfPw_FZnt*V@l& zp%8m*ovg<0Y>jz~`b`c5fhD<5pJs6!%(Q!lw#;GNO19?vu8Slqt8%t7WA$|V@0Sy1( zT`B}tW73{iWU%;+1OGf~p~0%jcEIQXc$@(ix3eBY|7Bk1H9l#mXx3d>g`A^6$Hyo-*tpACaYpE)b7G&|81n zv>rB_Xw~l+REh<~NyOhIfyDN}@$a(^(iy{m?iW1926!exUURrP54?nn2*IsudsW3Q zrx2o1YKWx50A4u=mqy@i<6fhu50T+OXLPN>7PbqqS4OKAt4iP4Nj4@-wXrYnjsh!c z?zjJkeM4eN#J1Rq!ofa!72;)E1J|<~=e}T48?R{@TWpt-TMz_M@Eo^7&n6Sq#G3#F zwM7)0X~F&G1k@ubcvFV%WLOEAB;+f0G(QVK)h1Pm%r@DxdUCs?5h()aUW7YrsNe?Z z*wtW9L6MsTF^fZc#eMR=?)zSU7Z+q&KL-EOl;@w!w>G#*y>0&eo)Ib-Ty$)HP zhhRH~(dJfQ+r2gPJM@P<(#a*){5(>&?mzzrJ5xaNY%Z!6tcwUTsnN5A@OgymH6H9c z0_sd5bE$au0Gf>o8di>;uMP0YjkUbJXWYv(yA=RwVT)olDG+T81JiEayxE5d6bjzp z;es9|82%s*rqNhWZ3!hBAfK2|c#()rrdc!|d=jbz$=O6&Sp@c{jsTSs84@oUGYU*Y z2E_;{oQ$j3RkSP*+HiFsaT!}?f6!_2^02Dqp=4VJB2bDU)7p$-uOXeNYzo#P z^Cdu4RK)~~)?|~yJmi3XR_$hCx@-=1aM zvHZK`D^|3I-!+o(y&MN_L0;<-$U7oHof1KhrJ?%5Zgi(g*qpaZ1TZ^ z5r3jF!5UJ9S9ls^&=phK;D37HxuaGGnK-=q;rmP2PCeuZlJ~5HK=*J5ZBYZnO2HT! z1COq3-x~6oDQJP}6K54z_#x5@Wug8xnosT6gR-v^F7KWRm>{Y`P~E`OuC+h}n&@xR z0V_bH$hIIVHpEnGC?L!}ME>tHM!7j>>TxP?P5R`OK@7YjCYpi$D*}fahk-^u2Lyi) zR1oCO0>J?nCxGG1VV2V~oOgwQa|D@AFI+qM5T1?LpDe04 zq-;9YYC8Q@Jmll1weh5>Bl$tcA0%RTgZMN6qvs&s3$b6e_J^exeg`ZW&-1JM-iH7- z@WM2U=+U^Suqp5iG8=>Ol@BNM1LTMQ+R1(XRJ~A*dSdqs#9fgL7&tynZoRi^S!Faco<6nfphi(4r-2=X_ z@m#zmf>f}ZiA7aXrcsKuuu)1Ptbkrs%54bR6n8a+Z#MrZg+?EC*$SJ2_q;uX2PVBEu?Aoo4 z;MtgLwL(tVIC*~(*4P?Hldti^TfZxdI|=(i55sh0paLFx#7tcr+O8A6{30=IK%T3` z*(P2|t27tvdkpZrwGwzkhPV;T5qb#PhRn~|69nl-7w!|nRwq=c4ks(%`#zjjn?7Y5 z2@zL>grU6|x@qvCu&o*NVKh07B|%W#2C@{RuyjZ||#IawRm{XWF`? ztUT})tC&S51PRDZjECt*Omy!CeUR(s_dJiN7OAb7_(LmMiWab{rXDO(;9&xO`H-t59yuy zlmI=P^?Jl7Yg|2@TF7*^D|eXpO!3xgxNSb}X< zTm^b~4;e(w@;)bduA<~K8IMa?U<`Kl`blXY`aYB8njAm4tOM${U8=K1_%8?L06L@*wIBVey@4&`YLzqeD8* z+mmhMamnC^q1G9KO;HLpr)qW&&@x52dTP6#8ibH&$S~-2rU5N8+ng&nt;QQLccdS1=JPuEG{8SrJ)_GxldflpCtp+ntU{&LscIL#( zZ%YBy%50e1FNZzeSQ0ywiB=!{SJVu3RHs5GmcUeoJX0TiFV`SJ=}eeJlg}OZl+ek* zgzfvh_Z~K@WHd+z-`(%Yc`qK?7cAd#GNK4fqOb1-{O5-pv+efJf{-^y;pu*YWP;(G z`Q+*GA!_T#{oqT@M7a(vlw44-n-N|R{5%@e{V=&uZhT1ilNfMs>%~J=!>#3q3L%3D z@&`Agq;NFwXP}TJMYd?$25?_PrCz{fEl1qL9N z=bl^3U+8>oBK`L+z~EGL)l;J<=qs5kPNB4aL-kKk3vE5|czG4|%U&IuLbum==W9H0 z01i*46G0t_0w5nMTeK_m90RNg1gbd-q^yMw2nGSqMo|e{Ac7M1r=iM0L@aF^XeRcc z_(NKdW7Mbbs+(g5kv289&Ktw}Q*~IQcJIg>LgUo(&QTjeqNv~lW zzDdUNSXBKV2Z4nKyC%YFo@(;V*a_LzC@Kiz|M?WfADn^Jxw72_CQ@j&BXpcU{yGX? z=0QvmY2U2ZDDO6FVPGd>2_ql|h-5|GIC;|p~R9W9y7J?K^0Ac38V#jujlg;@ZPY% zLG1Z_?;cV7qy=nOS`Z;Oi+Bt{00eIK9n2;R+Zm05ku5qmOyIk9+jxU0#sMc9C3P*5 zoEhGw`#cc%nuF)e(hmE<_#<^l!^2xvHr3rP1`-{j14M1wYP?Hg`=xT2;QdH9%(+C4 z0F4(F41<;J^;|^x*=Mj9t3E-9xjEtRB8_VILKB2cM8(yR80}|L2VPmkhgE8klJH)0@4|NoMcspGV?bGf z!JYhJ`3kTGn<3cl4oecUSvH00qi+Ty9ND-i-{9$n9T~8xPJ?64eYE=&!ZL=0gZm%_ z=HlnNR@hONZyLlYqZ&EH>vH+)!KJ!@=@w(>esGRza@tlwHr`Xn0V8+)b@miO2>_S! z1q4t(72Znv0;LfR;Q8-wb|FE~ZW>mCYJ2=D@}oE1pv_bNnEZB$Hmr5X!k<{~bJP+k zs&)i{|NQ4lw}#l4bg(u2&Y_i#L zN@vlfVVHmMrear$!5fVj5T)ZS#vyZdhjk$(3;|40wLiEzUH!wo%-yn5z?J6Xkr@*P zDJuhQw(-r7!itzp8a1fd0tRz(<=-pQL4lYDOW7{m1!Ikh<$-V92fo#@ zm+4@v+QEcF%Nv>WCj)d~)X=+2`MjBS0InehHE8$r2TofPcS0;42@w%U)c~Kx#O?xM zxuilc5J9;-#`;h~@@cSvyk6xcgN9}gNoJcN@c?`il1x;A0{Yf-*n1RO>J^h9F%I@F zC|>}LVtl~n>!hgnmjzCrUmb?LtB(*V83(dE1d=X>jJH8DK_f&%kgbRiN1pqR*r*yn z?HNixKp+GJ)GF zHs{tPI8rpoH;_#VQ#~YaQQbGFHdJWXyL0DBn7|V+@eoFn!_qz{mVi_>08_Z+CBq2< z(}+9|cIjmY!Y&v?$XCe%?W#XSnSJtGR4ndOo#OrV;HUunbdMubGp%jk^=sD-xOSfe z&-ochaX@fY;i->TL1LrGCzAFkEfu`w$C0eGn`?QguZc2ZdMcyEq)%$YAICwv9st{Q z-n#_3_*vE9E)N11pA-1gj)4YWmSMGKehCB+O>S9i?5BUv*TcLqM5hLMa~Zr($m#}9 z=yOnu`(QC6%NjJlWMCFV%X>3FJkkK)1Q_Q@?qm@!#1}-wG$^R(_AmzDL@F!_qtnJ< z`@!_v`Jq(`TzH^Rn8M98f|26U{eCsX(T~GM3KAI*Z6zQKQeb@|!#!ki`8HI1k9fuC z{UGPu!3K>5$_ZF()ev+-S``?>=u40%Se(^h2>wiz!r??KI0p*(M~K@ZgA|-4yP)g= zeDJ8op?L>9&K3dD1!;1t;0b8-O?g z?RY&(!UePV^rI&Sx|H2|?}76%5%wl~gocJ(c{Ie}@Y#hN6QIq*_L_x;1)|s?9XHsy z#13CgDA;-3GX_bvNZI!PycNi6y0HGU5SSXAdtj6v1&7yt;3wiZ7gmXiN_|+a_5nr> zIg(ML8M=4mtN?ETERM-bblc}vkM$w>5{&@V8)kvBY`8=~^b-W$JifkL3^`6am6R^R z26*;|qpJs=KDc>EZSp9z$du)7??Id&NYax`qJWD4h+O?mZD&^@VmG3$!)}Dy6F};f zE=;T@m|$U$w~V}JsNw(&c2tjeoR5VU%2j((*xTr=91R1jI!SEiBS0Rnv1T&PbV(VefP;}|Mfrz|t zm4zmm(adQyD3f5C4{(fgb?k{~8uGE5y zO){wlBG3pVFGl?R*L?wit)bXJm2jI9SLYfSxJB|hI!Vmi}E9<3XUI& zfdbJ~0v`;^-+%voAe$`8ak~D`=V>j!R7_zG^{xf3AqodWWEquyqS`oA4CScPPb!;nEzSWxkg=<{d0%3y1(^*3?_9xe|Y)E zFDH$hOGa*q_h7KFsUm_wiIfC5r+h(y5V2eR_w@zv_mh5U@-jKx2h1MiwC$i^9wL@< zDwJ{b(|^Eb(8rz#|5QgXm@QhrEm`6KiRSQ*EvF#;&gD}6_l)=XFZi2=h`DkXq!HLt zNv!>l@;_#_;>u@8p?HbnF{MpcD|;DPDT>-#q_6+KyiaM(q(82}lt`rjxJy;)3I_ zt(Hyo3aO4%tOXwCKOZAL_y_t0^T)3Uw74;FWxPP}O!~Sl3t;~QZ`pi4^7r-d&$GA^ z{ZFcbIIKrVH^v0$0NDejQ6XvXQ#AW}C@~_AL+j~e|IyL+|X3}{X)K`InAFCz>twj(UDn#{2>`XJobs(|D!0Z9<0 zopIO(m_sW-q2Tp)L0m{?;}Xo9W&gXA{rVjpr-ezK4tV>ELcd=B&!34h|1Uk?pEVXg zFXa2b|F$@rABX?;)%EY_!#MxjA8&rL{o9=o4a5JxB~R$a6EsF&-`QY7d-RG~sH`498t1aowrhYz82Qm%1n+hVnd@10QrgvwS?J=w+WoNf&@5j>a zXPSr3nD6Hl>KJqud!PGb*Feze#R2Y8paFm*9)IlxZ2_yS& zUkd7z-E31&tl;pAJd$uTx_n2dNSfwG>^{FwY{}y7v$YH#jmtCzsX6h`NT-u8(Be-+Rip|?HF8m4MSQ;n8 zSmF$~QM0jlIEp2n>WZKJNSlZ!m|c8zs69smyu&x_PXs@N;#MVq|48`H_NO!ku5Ofw zkEFhDc$%8!#nmm!{gf7w2W`(Z%?YvJ3KiX+yD@cndzHMxp$7)>&ZK=DUWv_D!>uWs zAn>SRLOEwWf>4Zk^c=QsTL z)^ZtYTVYP&P!S{aaiuB0Nhg}+KKS{@c!$gFvF=AUgcyb4&dNqTo$dbYilrR4I}C7F zrJi1&YFb?2)KB-Kv_{E?Y8vLgn3CtYl$U;b`S_blWl-a{uS?^F4!rjl`}$Rv9O6>X zd~cC2s}WMbq>)oydph&KW|6{!*2z#etbXtc&~r&#Mugh*dz!>+>qow0`(_^BTt>my z#~#F+H>5s-tYli(!o{7uP!by~jA@R~-1v>qCCg9xG6F*ma&PX?dS3mwtL0qhXpmsU z^tfh$S!?Fw4U+rC$j)iS!V#J;&DF8S_HB(S29?8tv>9lN0j?opzO;(URJPgd9D%Ns zswrqc+)?ma?~(W3$LHfBH|B_@b-nAJE)tTjRg+a}A9SvZd5~$U8OiQDm%|UeBO?~C zDn!I*n#yuldrh&kuXuaY9PUV$37s%0nrumbU_;r@av^L`pZ#lMwV+f*>F_SS=R;IV zebLF)srGs~!!Yv;tomV|lLL0^*OCEXg~U$bEBH0xW~p9BBw-kVoqMr)@7El)x-<;KdN3UNvvWv~?ry(2VGa&Iu1|A2dOM0aBX>EHY!^{8$mwJX9ju-8t5>z*iK?zC zQ@fH-*kK~&wjA7Sg_-Tdi1u8Wc>a()r|7D3eev*VdU3Q>Kg@64q*|-1GvjZsQ}B?( zbi>1g?U+yASKIT%wsRs+&Y{+&ux5RP^BW9@0~rmR$c9%I?|9M*pZ(Q8h!E;xWI~;s zORe+s&izK6*zdZ z_lJneHC3s%y2mdvFIp#`x&L0l^s{HRJjv7v4UK4PEX^)tBz*6KiD7y3yMg;SCyqbC zb&d8k-jzO0&41!UWATTG6q&j*T<^hdJf4rYuUgJg=yiRK6JgVF|jrRXotEhR6%GqaM5KWMK@v*LP$!v>Q)(=Wl<{Jh44c zx-K3HnDTDk?G|%3`3!A3>L5ks_lx~dDAM2k;YRCJoPVP~E%CPE4zJL=b@369kglSx z>fKmp*G#>GF+f~ zxTL1HTAtklpA6Y;6(%tMlr#0nD(Xfh3SSi_rn0kkR^&X7$8T5*`tr~u`1~Qsi z@y@hBp}X5Ft2gTGXHY*pN)5H5dsKN%=N86_sMt*qA3SKhEmjqrA#J*Uru^vb=PQJ2 zov^)U++qo155|T`y_4*&Pzr0BT`xWInOu5_aycZlw_aY1zzH_WpBbNQEr|E2685@O zV-v>(K-QFLP%};{6{>2CXP#6rHN|k3LW<+O-<23ZW*5y%^zh+c-e{}&sR;Aufm1wo ziR@RO*EQ?CVj-wfn;lzRzjXOMWym&I7g1)e&M8Q%O+#$;Neesic+fL3$U^`C6>drcZ?~=Uv$96ur(0k=xb(=w=3UnM>46%{L`h~90 zR5E6)?6r@ZNnAj{4KfZEu9%jI=k?!RSbf>#T70&Xu^TCfFSMNEJ%KOc zRl288t+!py?Ox2MJW>U%wQ~(OkFB@Sm&_OEpMW!_sRbEhgf-sw$Jjz@h?UHqS?bu!H zkq3TlB=xUM7LVj)%<;R~l+qRF_jPfOQ&yR;!&IV1G$G!%S_Lq%4jkD?FU01WE7M(a-FPSS^ahlF|$rzN!p5 zv1oYFgIfM0RcY7Pb*<&_|9PG|)0ug}ZJYDE&h9&uxAlHI{B^k8-7w_1^Fhdnw8%;`o= z8-82?!>h2fY;DPvw<;;LyqZDv(~tKP@Az=AIDwv;=&t=-wQhWwwWgc@D_@UyBll;D z+qNFBol_l|+cqM|m0QpCb&-yiXDGG!F=KBq+}26@Iz-(T-9Hlwxym=VVTC5Wk%~O8 z@11Zm&E=+%>}Om$j+L6IW8g4t9z1 z9jW2dO77;)G0O7&T%WNQpYqat26tWjL~E%EmCrJ+lqQ$bgGC%d77_TWnIiJoNZiMP zW*ZW;2VXi&KgGsD;?Ag-yt3Dhk`0f%Q%#lGvMRoxRGeKIw$MJ#g#|6jDEUJ)`~30u zt2w?6n$l0^OcPJ^s!EJ-6}h;R+ci6Uwc{p>8D0!IPH~n~VFXef<|y(Mme`8Tkxa)F z?I$ydel&bf&=Uxa<%CXi&2w<#C!Wu?CFfRk)g; z)idRo0C$w#akPo0VUFe}C4r1mxJ+bX_7{9wyICC>x*;#5~8 zS{yA0WPZUx;G%8h@p|1JT0r&R#;MUw(A~wQ=X|E)M$L#S)d{ZrJy^%Hz?s~r|8iqh zl-wQ{(iH-b>(nP()42>gVNlCs^*@)1xcIx4hYRPhyR7cg|7oKZ&r7EA-%dSjsG~AAP*XwiopCHEN8~;x?u#Z!!ZnQsA<* zX=2b`jpUNprZLAWwy2GFE^A4+YT-Zr*y4N^cH<0JsH&8^gC24&ak;osyQ2;z>Xr+C z&c^)l`F7_rnR`puc8U@vEol5jzef(?2W4bUA#Z~qvg)smO9Y~Zgq1!)zS=<+G>|MP z301M&*!KDfKkI_UM(Hwd2fAtTW@u5+%MVqx$sgy`Q(V<~pZ8sE-hU6a!dBzF{rBSW zr>9kyi^Yv`bX2}h9Xwm&J?+e}&pxK1tXDVK_JPz=kjbW(;VDmv+wJqnN-H%*kyk&aas zs_H21<-?bpICjIrpKID^Z|=K`&F^noVO1OXya|a17qzJhnlm{>YjXO{)um#sFD%$u zP^6!%L*uJ)?oIhSrd!ZF4Bxeeh?eF_ztpXq1!`_am#&whh;o!Y{=|;V7rM^#aO>DZ$jK`(tZMRkUB^K_i4H1OF3+2$yT_q(9NEjB8%(ePy zo2$YlU3#j_Mg8{nj|=im41$!GXqBX!;T#BkW`Arb885W1>Ewy+uh@4w`~aWub#eKH zyxr_llfsAl%xAmYP6kfN!%k(=`e8_}klR_&__8^pYhuhqZMMOm1nJa{h2sNLnUr0o zDWe>>va&B|B{X=Zfch(a+)d-Y-W;c3tBD6VwlYK$B|MpLS~OA7IuxaX&0acv6s zw)Tk)Nzq=ndf4af!t$Nw9kZm1c?HbjlBRSn)wwG~BUmWf>KNBshBpe$Jx1Ovx;65x z{8l!;)FMnW`rCL%>7z_&-)+IL+j#5T(R8+=!UO_?*aHFU_y-va7y*b+HP} z<@xKx9k|z&LUH>rNnCR#F2=Q^UQM<>9(3MWo-EIS)v_I@#^uf28tF@P>A#p4 z4wH1qOq{f$Pu8%qQfAcv{lZg@4hv5+d<32M%pkqh(eLC-9b!?gy&Eg?>zBjj3jPXH zDyM>vrth___wA_r6n(w5-!OrOVP|V-q7IXIxn6O-}gKvs@LrfDFSA` ziaD*2)8bhd?FGg{6L}xB^PTc5YRTv-i-%mg?j|q-6%W#~%S}M(XXk-Da+}oB5%~T`M4LhbOS`C2lEg5=ADxr3X`S+J_I{lJR~uMQBRiGm{Ue5rEi>qIHe?>zU1>}|j0thu!Gb;YY4hs!&C{@lB}AYkk6 z1r}$+`vMhqd#^fd68P-emfhtE`yyW{BiT?4}!)$v|?&d>ljl_Q2C2hK?-N7D8C~n;qh?ZhJE2Wn9 zJ)0e8jD%!}g|AauuS-h$V(QiuE*;h$rLDA!&qytl5t}+$?qF#0U~Xwys+FGRpWF2E z^)y1%3r%>HXDOu}EyLbY#PMZG;mML;L&KAk&0nU(@rD?qGla2^8G=&>VuMO|W{4B` z$(_mV?FXp#LwARt9#!Tupf>NW5Mzu<%&?~}qxw$g4hiPmJadz$D!)R|X~qlRpR|Hn z*!?i0#*>;cby2cenM>;pEv1TT>L?}^%w2Y11kDxl=Y~10iv77E^5s`uuFrM1pO{(oan-Go;j+OQJBR9?D3U_Ko|GrD zIefp*u4^;$vFoyXZvCMZLE@Gg6S9nF(i8h_?Ww;rCKx2QiHwXc3z?>Ta#XKWFMBZc zvz2XjQ=Kx?RWHSJ4xe|xsc`CC_VCo}m(w7Sr0%#L$5Vw zhzt^cf_cP*Z!Yp~BE4uh> zsWYS3`9S;F2}A1dwxT}U=y+k*ljW4f#=f|r_5&XID>f57cqP{D6aI;L@x*Z!u_Lf} zPl~Ch{R}rDNvJy+2={wp8|uQj-A3GxBFUu_mnVyTnaVlCNlE>@nVjK2$HykSD&v=R zxN4S9hQGU%?5@{zmY?5LDQL?u_e(i1U&UrOiTYh)T(@Vrm#a4oYl-aF5? z_&io?Q(*{Tsts{CX6pr_)UzU`IZwmPz5b3;5oK!h`1oZPUt>*KS}x8T%b=yiAvwMT+xSvN}|?C41a3{qr=ly*-@ldL z3S4b!$SP(G6+czTMumNkb;6umN%{>sX1!g@dm%Q^j{K4ZBu(SG;46oxzbN#h6Od>7-fB zilhinY{T>X{5ck{PosbOc9nyUbCP1d2=X%p}4)B@%-ANwe7EM zv?>-0UZNkbZ)gvW=TDNQ9Ik73`mRjK8Luu{fH`ShCv5oJ0*vaTV&a0c>AJq7XT3NC zzVp$B8*xd>zfA-*68(K(mS8ZISFASMku*d<6fJ7EYDx}VBKp2)875%#&v{ZhJyQDK z0?f|s^X=LaX09Y|g^+WdcpnG!MH_=u_ISl3yb2a+l*bM>A1p$taJEuBsX(;&m_9Ij=bzq`Khjw8@v1n6O361K+<{FUSG5bv(rgV&eV7~MLpQND>yTw z&1i#EEgZ)5ne@1_SDqb!tJ*2#;bG);ww=c%m4|6>^Im=et`=?2vub{-jBdi_1KP{jXHK)E^p7Q7s#N9JpO`tLNuGJI9*t z8gtXkhhpLq)`cDU4{L-ho=H+;Nd;u?BjDlcGFJ$_W+$*{zVIEG11~Z|BKQ5-IYG@~ zKR?VUgX<02vvr3KyFIF*Em^Ck=z8Z~GvSe0PAqY*)r?i*B-q8^Ny1$>UMzh5)h{G1 zv$|-l??X;K+;BkLVLO3<*XM$C%64sMOdFtibibO!_iGW!9jY;}D_WEg7VC#?A1WQw zt;lOl1~~~A)~U{yeO9K{=|$RurQ0{D#0n@;4a?SK`+BsPVq!DSA6b2gbw>gOSi)Op zeA5-#jC!0DOFQ8F4((dFI1|@XBP@4v{R?dI{8dd))eDs|?dn~G+Z}qU)0HuOo92f( z>58B;jQk(;uXmO+m)>FY*DVfe zhKu?(<6dJin7{fP1I0t^CZ+Fpc$Gc!Sb{kllT%j>Pc}iqxZu^-Yd3>}CY-G(QSNgX zNjDcrMs>gEHt;)76w_xPhdT&k=llCpRm>K*retdnu*5x?@6lwbb0Wg8n1&|0pL4~o zlw3fWuo}k~<_>D8qjSUT-J{AmgT{1S=KQ{ZF6+>)Cu*v2MtB7z^JbZF!7x|#@U%psjGbNk^fJ=K0@3FoIo*I@dz=Z8A#>)oAj9dR{&M=$|{gv6RW;|c+1ncv8Mscd;%;LY%m8tyQ&PHVg_R> zU#79zeMJ-vJ>r(B8XJmbVKBZ?b@+NYXR``buDA1&F<}Z${@ly>V2|(ZR%W|np+HE^ZG6>qZk2UXZ_UDgZ707ii1x2_slyJ|RHx*dE^6q4;Eg>uht>|^wzJ|cZd#EIQ6Q@8^s{exe&B%ipZc=B8ICW#x z-%eAX9f#{Ye!POg?-&_!*HHB!Jx$9njpp;li&$GX?A?hKl4r!Io9nI3cDFB&*9Zq)PS?+VbPO7P$+Cn8L$ulwkdi zNr-Xpt(45mizN=#d2;EiL6DXI78WtZ5ua#F8J96Mr%!mc7kzo9%;=dY;lPYM+4JRk zlVeJrG=zwjA~AE0g&%z+Nt#F$lbiJ#?aruqty1sk z`(Rzz-9k4ImT5=cIZ4JY$zx7lDPK{UrMDZ;pMhmi)V?d_d0X8%4Uge^b~|e@2jr`7 z2!ZFuiYHCvbvnB@$4KL4)L(GNnkb>l!zH(}cX@PI8Dm5~(pJ0(Ror1&8#&?J)RYO+ z?IQCO%;uDrF9JUo$bcNJYkaWmrKagi=_eh&dnld(qa(f1MqaN}1(z)l$@6rA2a=g7 z#abDl+ZgK{wzy$6_{>4DG(d&6Crwn=#@$~C)AQ`S^P4TJpx_57c9?{7srZfGaboa& z@S@*DYxut6Qwt2{^_LL(o3LH;vI*l@<3)z$TsXg%p4W%c_0I%M1T$YW7h zSyWV%H#Fa~gkp+p;PzaATG~%7Eme@rZv}iW8K~+~_!6+_8Tb}XL3h_?L?BrU-1$H# zP&)?I##XJSUcpCKDsEe;)R(YLF8@M_w+kv~9s!D$hKGm8a$$vi6M*~PsE+p^gbpts z2Ew}3kR-wkF`u37^S|bWF|BbCL!#;k%e&NXn7j1aK{c4uP% z20fCOg_E3sdM3|i6Cit=`1Cv;sWIp6HvnkmU?gy$q|2r#&Q(xzD6(Fp;AM|97?37F zu11|SeZY_d}Ua5KisiN_D9n0^C#RVV<) z$Uw+5c8?7lrAZ{rE=`328Cx!Oa(=A*wc(L9_}rM-c>w?}mQZjST)t9y?@Gn)`=5bt zLiF2j;^gFXChEX0FeU2+OXyHtNM54$?W*@sUh8Q1Fbq6;k{jhNpFeM4&|5mua8#gD zLw)+=XQ*m9H}kDI3on-m=ztPyK$AkfhhIg3OP6IztY@{K6EHYj+U-*+#dzOtKl}UX z9n$&w>^R8p@?b4=g?-D9_~qIW>7I9`{l6}AfkvlfKnGaDXVD;dLlnOY;1r=yxK;rb z5}nD>*r3(oC%Q9$_0b)<-}-d4+`zzqC4fD$AuGJf8mf)c%C(d?0qU(Y3wYBkPB?D5DLw?a6W*h5auoucR6O?)ibkLmp`8s5AW5TZGx`5h7D0~Zw#un|WQ{mKZggQsF z0>`^huv;Nm_U)#3e^P`c^cwNWGWBe;&W74B0~RzDRfNtyal}%IIPa}$+`{@E)jJ@b zpSo18H>?1}Qyh^eO_-{QRQAF~&*o%U)z?zB(FC_;y|F9?-H> zRzfeDDrm9#$=_X-397G35AEB zW0^Bm^|1g;8_9{EORvNMr}Qk%mz8l&U%$Cvki=t=Iv*RF+2?61vXSon_v@^}Q`Lux zARRjIA6@yu7+N@{Zy>7!o&*Rx&Ijs-^IFYZ>J*u|M$FL~>H1~Ks6aj&3Lp$x3xPku z=>;fTV;}VVN@EFof4Pb#nOt3KYb!Zym)=Fw6k#ruGXykt)e$k6*qW&g-@mqD^%1{q za)8n-nSwevqQZm@VOp zuCHWD0M~bPajPP4vWwFTwVb?bEMdTs$N*yD+5q|~8`k83I)EQ3L(2!_D;chz=WD&H zLzn5!U%XBf=tg}ia08EOdOCq$R%7h>{?FS7lqcf(v$iEr$rH?hGT&gJB&;`K0idEb z8uSf8V`1u8o_L7Dvo8Rd9J>SX;gW=l|MT>9xiN9l28x}tp(Rb#6!5zV#aBLW0MuZ0 zG=W>p5CO@zxK#<-zHoY(lxRT^s*9U17h$vWqOe&>Jw31H7eknYS3_MKVbM+}yvDrT z!32b?Y8StQmSUYcf3|80ikK^*>Q4;B1SJF-9C~)liuw(nJ6{TApBf;VHZvVAU+#nl z&kDP!MV6T%Ov=PNYSMjuR$gc5|ID(y;|70k_ed3AWc&-^YIX*W5YICkF9Py>g<-M+kDH>D5_ zTP5HX`#rC|%dd@=mv%18&p&wC!Qs)^(fX!u#pj-Q2vORn-AtqAoF3l|e23lM_DaWT zxE`PbiDh^`vAGYVO2pDQ^cACRUw}f*tii(216>c~im;by@ z39t6LNBMr7N3FZm61uU}We1jJjbDKiL*iibi!co?D-^G#7bnmz#cGX&T)(vAOynx_xdB7!^1dNByGs5b&Emu189x{z&Y>ex>J1nxO=e#ps@O7HUH&yM)LF#y0s;J`q~>T|Oc zv-}sCnIY@<vo2xmQ)?@;^mbY%cB&+MkGddBim_`Ey&lSG#XDmuWi5?9S{~z7b}YYpPN5Hg z2@o9kRAj)78h6l{y*^f?-J!q+dnKg>8GC3*rqvLQH7_vSbef>)Fh9+puP%?E(;GA(*Q{2UypX@UY6bF%*PfC49nT2(_MHc&J ze&rl82L0oGJ%PsooI!9CAWTJ|AoBzbik4+uIx9*fh^X+;<+H`@N!yebDojYJI}%*JqA_*JkHp?0tm0K4kluSJ-)ZvfI91yt zOx6H>Fc5%hGF!I-;ZFp55x62j0exjk=+nyV0;>*xH=R%i&8C!cIl7Hz%|R^f!ugXK z_mwD;(zkKDTR{5|gH!Ch91ELvB|sf$3hH(Z2^$YOUU-P_^Z8vMv%cu&29Jn%79d#! zRXl-)usGPS?CKZ+g?C7e%gTXpu}@5?u?+GFTBcshZVNtMYgOm?O&TDH&e^DFPMk1e6) zKV4 zcOEQAWauaO>l>yNl83uLly@x>dtX`mM3ouY*1~*p$eslp%MMtw&gbcXY%=8*ejaR7 zuFNJYm0|jUwVGSmI>3r1X?M4hL>mT2{f$E(fOvoLIsf9PVz1%8=Eb3j1wG+cW6i;y zxCZ?vw-tTpX>k|7{(F*NR->p||DSifNHcVZwhE9zN$doM5`YPyw37@7QW5ppuL49N z#({15P)hvF;h0<(s*%GD=TR%W4FKobr-#ZL_woOTiRr zABQn*!8-c3S;LSne z<>QKx4h~Us(1h>4%yI8;M4En=KkTMJqfw)T4B2HQcY&6`*G|<7n)z8$d$z8q@2WOh z?PL3pp5^`R3t-#rI$i_)z@gYh>!>ASl73p}QbPs$RSyNQ$@`~)xC-}@X9i~0HP!*c zw4?xIP!tb2xE3PU)c02ctzZYN@SRJJ__-HVS62^(552CD%C3ae|wV^eD!;6bjjVEe0tOEx~6;YvgLRHGXc8_?Lfa0@!~&baz!_~)Vo z=xa!41|(&#q#sk6(Kh&bt&WO}GY`_Lr3$p0vczLdnvh2cH%RsH`e<%2X3p^YB64l=ilTUuf* zHuIVM%rL8$P^$(D4avyOOu@YuRsq|~KBo>!c;f_b%z*AB0{F?x9ZO>2jg0m@ zgVrZ<4hFMqFOoydFmRt@03wxgu1!N=TJ_d$%F}8WHNwCuvMIK{+|O;F>yxu6qignHp#OyqM?A4=d5rh1c1# z8xx=F%z2{`3V^Zc0+Yzx#BV5X1TOD{lhcrA7eFUUMyvOXTo;?&0){ln8$f}hW+Y(W zK@yNmMoW}}i>0u8!{J~K+8Gl=ly+l_hw@*fr8$_C0WD#&&Z}%~{M?`|r-k1sNZN>I zLG;Xdef{;o$F}Zxjg%G_pwv_Wtb!A+11&^Dlm=dakB%u6F$6b@TnQwKQcux$1zPZ` z47%!s^FDvhLS^aU9jWR1erxQFKuJ>Tcy-Z8%0v($wrQi*19msO6 zCVJm^^X?HK=~f_Pv&tIzQD}hGnYZS@eJ$?-wLKI}CT2z}z#5RvJqZ4W#m(~$5OmEy zUVn(^Y8<}&U5R&aqk$i&t9nn?JrL2-yZ*O?waCdMF9n^faI;-v zd^^urpxsHaVKG5>27-n1H@+#b9zJH7lP25h@ht^=BWfx^9$5iMi5kqXxGiD{^hKBI zT`BAIk+kcJ^cxP|xPKcqt)3T2wo&$4yK|`}adZ72Wx9P=Bz;q!eA$@M!PFPub%R4&rfsQd-iOq~zos;3z+>;SfQ*G@`bC zOCFy$T-U~yt#_|OL8$8ES?NLvV>BOTtV^@LVI}nP69l}Qqnkgph`J}Dd=R-rB7v0V z->+%DTj3S45||0XfRzq~9s&n$U1g?^indm+7JmkF*{&r z+t|tV>%Ti-4=F+f`PVlF9QzS2@{KeBukX)4RY!b} z!l2(9#Lu4xzbyJu_3E#OmyV!=4JbtQ_v?MkJ_vfAmHPD<{Bg_b`LIj?c4tJ*d^qU) z2cjV6`u9iC4|jeE(x~blKaNxcI9`23ICh(HLRFpkxra}Fz0t~EIP-5?ekyN zpjA3)`TeZuD5fFo*E`bxd80ii|KZZ~$%IQYrkUF{U$fBA1&n?_69yxa>*F?mDwGdk zIr%MvBTo-Al}4uxll~Eg>Pz@BtUGT+XJW$C;`3n4dJg?_cJyw{8i*0k|M25~e?OI< z2Y-y;{I3Zb?|Z%n{Q~0tk505x=;!1AdAc!oh;aS=3j0l-4I6azFAsPAZ`xk&!>85iO=+|ABSJf#|VDDXZza~uVH9i8&DVq zUUuN-;dLs{1Mjs@$3J?@tyzF zfA=YTZv+K>*C`VueunjbT<+fwKjHeXdgtl?GGOrD|M~G;+KSfJNuB@Gx%Kzy6IRU! zUeMRiFL3MfN*DO~kO2hA=Er?!MHGrQqhmT-eyms#$bR~M3>^>qvA!vctvzcQ-+Et5@g@6t{%nx#mR&fRc`Y zd!-`Uxop$;_&6ZoUm<&{1cJeL)o_h-K|j+ce%zY-F{DM_j~iP_0cxf`6dV!msY4Ec z4DkFe01f%B)t)_jy1*@PZ<$oVmJr3>$d%1FNDAmIX3Sw}(1iA!o?Z@}1@SzWS{ZT$ zaJD;v7>V_YHIWhouhJcGNbH7dY8s3L$8BXq*;rCR_d`uf-~$h3>i^?An!lO@Sz99> zX>4aikY;-dAi^8HA~LVXEq=yi7P{T|K_~FSy+;=d}r}v4?B0u2FhJaaE@#k$}lo=2V z3}z?!-h3+dE^x)wfWvBjo&s(fWo`Ajv7vWP<+lYw!P2b+Z`1%N2{|UeypXpt4I&r9(9sDG zars5rfYgP2QTa}kBS8RP3Q$dhAVQ$g^&&B(+L(#_N8kc2{<0alUt`?r6jACyl{Jb| zA~ypdPd7`Kd^=JC-Xs}_!cTrmQF}~eqfpHx_@~UTWMmQMSpS2)?+&Z#YV#$ZX`e<7 zHVidl!vaJ_P>>P@jRiyn30*~{35Yc5BsK&AgM}zkL=mJa(htQb#YU4VHFBf~0-;DR z_xBzfn>cf4?!7a2zUPrY5+6OBv(MUVul259dpm*rO6K>qlrGEY4(P}NsXH6p47~mH z9F`EoM|T@K2MKSa_-bAO^twY|zs`V2_zyou+CUYcF#J5U0SXc?Xn?YkGDq3~;H?UA z9UG1Ij*X4=0r?|up8E1eS_9!keVJn;W@R!YJV0xKLs#Tq-MU}@+a|%&=pSb;B?(9f z@Qa^@DVhg&0%%f1cCJ=*H~y4`PIukwP3)>IHxaZ2x_PbD!81bga^Qbzk`ICFCUHT} z1Lv0In)2r7yH*-(G&}R%E^w|Nu9s_;(L-N%UAsIE3U5Dqd!>QQxkbtzq!B@8F0qjy zQEOz(lb@el1K~pVMKr?6GmAky@RRIZN;n~zY>^Lu4AQK8;4#{N{}K%+Kk5^aD8s~zHYl6 zKnOK(Ko6}j&?ASIi0H1u^=X&Zt*~YQ{yVjyPtg(pQ?f-q~3R{*hB5I-3o^h z&E7dwHgxMmFNQZ~8*YVnVueT<^6t}c5RSR&uht2^8M zZSa)N#>c7D#>tO%`Y>Q*&S%ZqXymgW5$bU@amW^rU*m#?z(944(C9FSY&CPuZCYK&$4qLi_U%8EF=U-dS-+!Y$ zd-skfW>(I>M6w+V7Yy7P+>1H61(#PZvlzv9ULK)W+^L+DL^rUuxWgm56jUiGf__Z+ z+ufuKLo254#_emKAK#rz8W0N?AK6}!x9>qhg=;Y}F_sy4Om1V4ZMM9nGu~YaN2j}> z6OE~IunGkxy~5LKZWDm`t;Rf`xhq1#FB5WHJB%pN$q~iY>AfW;sd*PK`c3>stx)w@ zyCR(R49OboAFId>yddaYTh{{3@a(%0F)I>bUfh|GkZ>D;|IO$Q{!}_Iy4c$PrpbkR zx!DG2|0eq7RPB|xTWO@p2#=0#J1pL_4Z9IHDH`5iFjUFm^EREe;W_Ugb!Q2Pod*y$ zu%RwG16FIb7$3kz9lIJEvzRK01z1!wLrlQ;XFfAaoPBs%qKZ|*cO$DBWI#9OY2fiyXBnRr6%I*Fm9`IPG+C{&SSflZhe>+>O-Ldg zUxm$(hk)DKIJBi$qXM?>*D{Mi>trY-Ls~#m-OMw)5nikleKGKm#)O@3R?POYsfDsN zK#(o}_=4w!s0Wuhb+)#X}3qnCvxZJZk{mn^N>D z4EP!p2Ye7~@XmsAu9Zgp*jMF-HRE>=rMWBj|K!enwi4|lRz{1*Zz`e|Bx^tq0LfS_ zHiV^rHX6`aLC!KOE#Sty+h{B~t8`OwC$vMxy~dUT(Z$u$Cr_`Su%$-k1Ez^F64|)H`}T@DAd0?eBbIqrqtI-Erzj`mD6Kh1B} z-LG}SIN1~(FqEP*Atg;4fG7w==1YgRo25H{h~@~o-j6v)v;Ku6dIr{CKd0h>yCo?m zgE|NzI z*_NZh!>%Vm@|k}ZSUrc{t{C0N*l1hhgJ|v5Vlt$ByLw8{1NB3KBdf!{z_F__2z{7A zE-gDc0*OLgXB?^QItNRs#b|lvsLhY9 zBcKaCp+Aty7jkI6dK;3fgf*kbXR5fPWwAuQJVdN35b`Y9`r=3mL<8Dg7oF>81{r;H z+mV1d%ORb zWzFqU8#LbFCEW+xNzCu9b`eot{8L~Ry;27iEE{y3>BNtA%fF@k`J_iD3k9n*QGGkT zm@jnt(keqqF+K?UIIPX2X=}bWjwb!>&9K1AHTsZEl1elRO$wfMl3F+U&tFNq$&RDB zmygD8lGNmLiNov4!TGMFbcK@hS$#hU(6wTz%^_(A>IU-dLa>*VeoSOqk-vFyz%1-G zI<;|Bm670;I7^Sqh)OR#n7%9~8J3>Cr*a0szKT(A$D`;0)RmJ5`c!3Y!}(;aaNQS) z)ZL+}`Rrf-Na-I)^xGsV)BR)>o635uLUY5d)Qs@DQ-Jv_Rg9qq95N+EG z&2;o|cTx13+XkffRxU$_f{c*+W)roPtt9$BWC?|FF0oiN29F+H3_5Rv(aFW&%t23R z8&=@tHP+3AM8L91&P<}1Xz!u2q>S0b5P~k7rMoy}-GusC^KJbskw6qU3OGTlrhG4S zC7}aiy>5qt21iH=7J4ytRqH_$N-b*EhFV+*TY@J|(;+NoyN}ssW8K>_uQk_er{2LQ z;a)2YwzL|)^VwnK+%Bg7ZPb+Jt~tEt%Heze)ZJ+ca$L8oBxS<#@V!1L(RTyS`9Fgb zz zk$@}l|2=Da_B3(%Zap6tseJh8|7uMEebRgJz`KtfuN>k0-KVQ~H#F$p_&;ALLKpil zcvIcRa%-J8X=?@yOmeM#oIdNb&wf-?_3-^|&xX@Qd;amW@K&#dytk*7U7EYFQ8at@RsoYqgUG;I=8|wU8O|#hL>2xNT)LR zD~pffDD2rtECaf(Z6wBtj@rdK+;R4V=uS6YV};!NBdY9@K=xxRLOV2i2*`eT!yOZa=;Yo z#gD=L>xFM{$iE5roa?!CxMvMX-&~YvR&`GYnop;0|2mq(iWt8s-84(bh6~1)KVwcx z_4)C+2Lp~gT7rPdjx6#C!`gZ}X!ynA&S(qgWz@d$*>^OcB>YygBJOd=pN9wQ8xK zFdj224epSKy&2sq&tGUua~1ZH8#G#uM%6#GW1{hc^3tw3w_tPik;kG+R@2x0rEuLi zHCvXZ07;DVMu2NBb$D%Vg-)i){gvezyXT5)#w~ym^LBLmO;0-p8XBQu8XY=WS)by%GivS{SkwHDncz0i_# zP7V?5U<}M`%_cnhsUro@iXW$iW{%W0L0@ype;>Et*Y-aZsu3a`Iz`^~ej z)-l!yfpJ5e*U1kyU;7!IU>CLSj{2D!B<_PAj6vN~C*5Sm>hk6zU|LmTV}^!l4fWv> z77-U0KT{s9&C}gfP`AGZ)^}m$;(N)U=BPJ$^c`wTDp8xGQO!>4Kg-O|5QC3qU}6 zMG#wPx?WD*msk6x8%}SNpH2i#iT@6bhzPtXWWYYwvxN@`^yW zs@}jm370j4)X(8v$ujT_5b{$d%eCT-?udW0UVXXFT<)SpO=9ETE1i)c~~ z&u{5&)AmPJwhfxBt_k<)d=vZ=H;F}Md+GZ`dU)xds!DE*S!bvbn6RuvO_vPrw3e4v zu0r$eHJIj8*w}KEfCR33dFp8~7_2nyaTg!Vi*Lrg@ALi9@GqqVf<6(GoOYV5!&*bd z5;ZYyRcLxTU%B`v-|LSI&8oH4H#pinS1B!pL&K;h_4TyU@bGY=fwv7_?Lo}4-FP9k zT5i+YU(;B@F%M<@cV29Lc|OYPm@d|#sIt-R@*@&hs&~!xyKq4XJ`_pKati#z-fhw}5#EB|S6tH?lG3ZgqKh5(`Jz^|J)H%Dv!EvmT|5uj z>VE8Z_p#4bK-CeE;EKmWJNn;x7zjp&0An&6L~1T*j>t4u^k7tCqf4rpWm`_B*LSOK zJZgFZUK3dddUG|@)D+8ObfrH2Ko`Xu7t@wmR1GHW=g@TH%Q;wk)FkZS^*CfXA_c-O zq!WKL%lPu{m(3C;v<4goKSgKNx7hn|ve&IwX(ig~QiUs$E zF(!YoQ9C)G;^IWdc8M)p<_R!4+{hf&NtM&3b{MR@Xlk}>rxA;B^4jzV1`hs}BC+|0q2NTl=GnOTm2lB$O{ zZrNoPxDQXgq^c{aM;DKq!d$^f5vvFxB$yWThlXfYs?-VvN6IrBBr5EL!_YX=keJsZ zZ0h%pg3_WI?I@Tw4?Qn`h$uLLDEEa%ZyAk&Y`YJOnrx!IALxf{m^puz=p!ptOme+P zhyuPx>pm2B^aiwJ@6Es(jJ%%mL)}+W9hg^T;%j|>7WbiGC~7*vBDAS`O%YG~fiwW6 ztH~e&#wZJZX3s`{DGR{>X&Vo;X3hb=z7H;JrOY6TWq~&aTfce>660++nIm9zG$iz6 z_0kciu|dMLY&n%F=xe-uFdZ%C$pn^zkJ1gbYH10uy@--vF~!i_>+f(KbEHg(wYG|8 zy}eZzEFa99ZO@Pg&CUxHxcx`f=Ch~Mx|ixz&bO0A^e|}|{L{peV3YYBwlPdHvvY^5 zaNl?^OhOU-=AP~%m=hG!0qMz=kO8c=2)N#5P@i?$|9BNzb$$n?B-S=LdcrnWA$e8S zUu~FPzZR$Qn@hbtVr1*$EiEZqO0bVqqX@Ox*xw| zra-O2s%%m$$zyIK+J4uKFE`eFe#j`>V>ZRq{Jzfq$a0Nrch9Z^_EO{C3V*bjsLz4{vu{i{ z?>>f$>%m0qI`v%=7bGR~lc1 zUUy@jr#$SFr0$?4ol;tel_tDn!Dfo_vQMHkwD&&>r*GO^P4|%>T|-vpxey7U+51Xi z;inSOyS+%+7>KI>9y)_SJ&TRu5;A7S{V2R#@|g8YOMh|D=q!?-aSXW7a{g2-@l?WV z!RE<95&ck9@Budwb;8y-182Ibhcyfvn`(LK<-*!O|2W1zzf0vb60>G~@me_K+uFzo z6ggSIB{VDKp&vd9xuD&ax^W*4Ly@-@;0<_EX@|d!(rx|E;>yKFaAK35(-JXnIeLz5 z=w}FNf%&{)9`4Re1l7r0vthi;mY=+)x1l~>L^);QQBli}zkc-iF`M+URL7#%_Z%vM zt||LVmPU|(XHI$vT2zX+o#|!ZKO*xQ?4@pr()pFjwQnmT;S{DbeP}# zYWi)1+#HlW!otEh)xzIT+w!GSi)V2Miu!@TJdToNj8=#|vHfPowhfAQgvG9;+V2!{X;`sgn}hOPH?X{a$TRow>@>Y(*N`mod# zHY%|kShz20I*-2`t}WZWrnM!Q*GOXsch7Z&I${ON>un~}QCj~cyV~60}0qd8D zWMtCSLw;>F3~+1d=Y0g1kx7}t@u-&WN6-Z!1c4MPI0pd^z&m!J7G6Za3isI8ElP?D zHqY=w((M%>Dk;_DRghe6siC`%_aa1tBbDoco*Qrf^Vc=FNzjM6K;`z8Qfsk<7eaq< zq^v#Zhy=dxG7*bt`^R{$55m4LP>rdoL(FseYzJle9Cnk7W#OkZ*?(Q4Cc(W;kj?_Z{Ud$!WC#7u9l3(u>AYA!&rXYi%84v2{zmzWYRPSt~TCX%PF7Ks^VseRBn*twkI(E!f+EG1pTp0x94~ z>qYBUt;YM&rauHvTZ$1EK$gqmTmV}9+}tE;Cvg!Zw`@GHp13$VbMK2y@AW`k%A;4! zoO%JFyHE8>#sdz@B`umAQ~z@QR$LnMZ`@MXPjHJ;h03_7|3CrwsC!Kh#DkC66=tZ> z^=py)G44mzvtdRhGHN_AZP$6%E@jrbT(*j0SJPiVmB{Pv7hb(Wkuj(WZN8>Pu{S<% zFxh$Z+i`En&N7Qn{8fuZd=AOxufTC}sfIay zpI+Q*6pQtywAKoqha6qRxN`@cdM$0!G7IlyM**EXcJEHicGe%NEU(ueZP2gBvUQq* z31Xny>PPaB0Zut|gw6rdRu2@kqMbGVn{wTC&{koUeoyB)cCP%W<#l5uZyH{)+z6ej zOegY5tRjC&pNi)=`(;>=pzGLB9a|ge)p!}83c4UHB2D>+m@Dm!9qbK`lowMCkHBvW zHscA!NziE>kk2CEX>AeZkmPb)8zhi)FVJsefupF0*78Z*cs!1aYl|v&*r`ZH#X!z9 zzKl*;ui22d`YhON8-5T_Hifi!;*nAGU2q$Sa&lW@)ykH+@Ps8YT~e z@ZO@MxKWqN^x;fWq!o>u8}sE+yd2}zp`qA8ZL7?Z-1|3$n}ZU%R2Br;o8mBgVJ4p4 z10UP)07Hm6Z7-GxgfnDYE3%>_QA$;W}oB;rk5)C9Kkq&Z1H4_-SzryJV z>_(IX)BHsmid0x9EUPVZvo#F^W*5khIn66cT8N7Sy7DbaI{5+nlj-N)GRMunS-*TG zI9Eg0rZhi|al^S527~8I3{6X0CkP=grOz64)@O5f+82r`7gNU5Hv-ZUK#pcWE@{Mn z`0i&#z@dx~b-G+TaXFdVaI^JDiAWMq_x{|+4y~C~Kn>0` zDRJiPQk(cK70KUJgpjiJUt2gIwQzQ`*cy}{GOEDOu97j4^>!PXT_u+e`UwJ+0;9wXkS$ zDtq#bAzXx$a0{gBgbh&KBH+2rC=mER~jOqm%`rsrfq^hN1i> zAak1oV}iN4Ykgbk4@_}d`R|CeN&|k{i9?wf7L3^_Z}A>iu!d6zTF23IjO+iF8}sSb zvUr?6z&oXpq30VuNn$*>@l=uhjyxIN=FIyi9kO7(BcC*OK?6*rA|UE0R0Y9O!8yj) zWzO8;q=R3qcYI?&LM*(zr@K2UNE}hTfjBo*&t_asg6`&%y~4sYTiO)F+U9SIIlp|c4~#|`6kxJ*j)NvmQIe!+8=J)>m^Sw%Yi8Q4DNt~$8QyN22XP8qeGjT@&l}1F_uoZ%9xx}y_f?D8;0O}r6rDxuyaAI(eh6u zHCAS@%ksqC8#MlOD`gnf5>A(xu&vS4 ztJ=b+-gm$)qlK3?m$kpa)z9!riDAd)Ly_IMWSl}Cu^8JHSGe#0Nrk%vRks=CUp;rk$-N#$SwU3q@qfO~DNOoMR8lQbX>AdV z)rYIKL6BBPhv(TWQO&WcmeNQADypuqjKWE2Yt%Za;s=zVL|{-p_Jm}XNW1o-p(N7BJUTNWwtWFx$D zMzmH!W%k=fD{tOKp+*Cb7s{Lh))(QOAk${USZz$5477EV@Ui^>y#$CxLU9o2j^2^& zA=AcxzhDUrD%UN8GN=d$qFD3`9@Q2lsA8xnqG~Lp4zc2VaI5Yk-_o-S(c_l_g#eTQ z3Dy63wN6{hMaE_1&!{}6b!c>Wfc8$Fyc&R`E zvUb&IxBQruMgn6J+5{E~mhAhFDP)QnJGBI#Yn_(H_Xm~zE zM-OEtL<4`_%&!dS{G}2RYeU*a$(wux)oU?wRn0hS?M=fCB@S=n#19pX_q$>Id{;n% z40}>S5q!j+Il3&{=(16-atj^C5*D7(wQgEEj+M5Lv_xQ)jdDi_!mPYD==Mq@Zg&m> z#IQIuG=5@mYQuy=9F#ruPDeq#fC;7%xe?%)M-F5p53e)$IFSP>$9vrbC@?mplMeBl zebpj2Lco`#W#tH^!eUCckCp|8xP(`OV;OCj*0Mm#9O2F(o-u}9fX`<>(#y(z);VwP(L&I^kIjfU$XKUzi(=jWdciW|v3n>zUL*N%d&Lq%& z;%UkMR$)RP{22?#HdSqEY~>1+U1kZ5z0i}`#GBVRoI+0yHAN+*Y#PW24RJJqg@w;072^2QQ&f^-kTdZuIrF;n<%FRyaD zmroB&oE#c~xmSS!JZ4u!Z}D9KJmQ=kpXveKRO{2wq=o+wi0R62nZ>PME00bc$}Quc z7A~1Zetx|mMt&0tS0=bu0-bKQUFgf7AQD;C!l==ATHZ&+yU&xBL{*} zt&7xL;Qf!n!=(l6LT&Sug+2yXRhGO_bcj$!>Ah;V&p3T;w4HzK`kS&tCV>Gnip*Z` zsOm{^rs&2#D#?Lqxhaf;B2+BVMBtF^MB&COMiH2(k7A`eY6tfB=Ng+8e^leDiiLXB z5(wCwypcb@l6NQLryQ`Pd)2h|eN1%mDuMxg2j|bkQr!;Wp^t?Vn-5||JpAz%b#kOF zB+LIb%rwq&4L!h)pNsL>(W)5&ohd8X;Qa{U58@7dqUja=~mpP-dbCZt1 z*&W1LLO=H1@4$gsV>iC>LlD;Np&f5D4=MO;!`+{#+ect>%b zrLZ4@?B}GXN*UywK??2^Hi(v*3lqQZQn0IL-$7iMhVD&D;xDkV}#6i%Fws;_@v*aO<6 zjss~MY;Z%fKr72kUOiu!I3dW$9)~bbE?d+Y zh+vgfAEPQ^*-kgAMgg%6J$RGkW|5q58z|^wNk`*hz5!n~4UT7Cszkh$t@7o6B6AFc-D~`%qH?Bd`wQENsJ@ z6wyn8BEcyt>HT4e;*p9VuIDsr1GZd*Lk~q`0MinwbsZa_-fIMLkv~8&t7&gK0FvzJ zq*`7Yiu^a-aNd21;1~jK@pzl9#9@(x?a=B8QhfK#vOy5Iq~T*D#LJV+|5_s$eqhfx z%h0-R+|QN`Bq5kyX|^1d`)FV(^IyXwc!erG`!`j@q-GvSS-if2F+<&=BWGWg-Me<& z+i`K39K){=ozi8_c;L7q{-ze&dC`us^Kz+b{I`g}b_Uu_sxrVj!I9tL`A@@s%t_qF z`iXcIbGtm8lTm2o-`dLfZd;V2C%5IHnF&o3;*SWnx>Tx6MEJuf=Fo-S1cCueNMJG= zo*4{uHT-tt<)X|fjFTwW*(At7SYWy+m|*Gg*OEMiRXS%GgUn?ciUH+Ay++NIxOecE zX$w8A!h&-R#2m?Yp>uu^%ET_*!@sziPX3Lj5~81@?(^d4DN-6Q_fzNrwVTKnVC+wK zn`l))P1y+)Z6OEx=j2&nN4SO}#6IaOg{j?RLVL%e-T6C<#^kl+I_`Hy>t5p^b;Yd-EGu$Z)B2x75C zQ_MXvK7eg;?)lB38;v_Y{J8PbI|-xfc83tEaZgMXlvy4_9hveS7eBlVf7(MZMF;Jo zXp+ODSHS}CjT*A{LCP}5>nhan1S%;KRcZNfp&ve)f<{QxR1b{h35!_}i0oWOfHkdc z)UXi(jD=e-a)>OPL%o8~j*Hp{QWQR7Q6xJg8PA}|UX*dFoYpUFVm^1NtX&AmWhR^z z=GAD>d8q_U0-Y>2Ge308u4sE>ap8L0$ulGsCUgT!x$goD(m}@gnhOT2`p|T6lN3H! zk6OZ2Sa|Yhtk-{}3oN|FxF-s8Oq7f|s9z&C#Izr3e+XZEnE3)_qH%$GA130~e`-qt zDrQvNb09i!2hV_}sY-fgjCrh(H@yv*pxKFz*82`bts=TEhoTVEDjBbHQ>H0HSSIN( z-fjP#$dQwx{h)CIxOXUIIVib<6#m3U9hFl6tJ)Pb>>l@nwGg{CD$aP)&QMkt&WbNS zHr1nnASfz2b$aSQNnupUTorL3V@*lElnl-ES{ueCb5-reGe9@l-F?AkVc~t)v_JZo zkQ(M1=JAP6AQ@J#7G0M!i1R{%@W>D)G`6vC3I zO2#)2{+wzB6d&_9`-Y@o0F{fWZ5c5$=$~EC@z>fnn6_>5G{!iD(zh$yS{!ebCiftz za~~P(*+8+rG&V{N!Y*$5aZ%f z+l)1q@sSF;;~F1u{sjsaPxs8x*RhrZ4Sr1wQzI8wg3iN}y(C+LY+Rh0Kc1%J6Q${- zX)~r54waw@blXThg(8~MJQk`8Jm5sJ`&t& zjSfOR?R>>`bbuAVopBv4fzsR@`2wN0M1hjxZN6|~e?;xz0H!U6iRaNd{A16nXIABs z40J;wKrM2Eqj=`<5&A^ZN`~P8@?cQk-$kq1T`Z!wHSkw3jX!x6J?uQz=x_GSQ5Wavjr;<^=ClI+(@h4mP4;F)wYz>RNGJk+h8&XK!O`xiR?5xc3VsAFBE#ELOy zyoEdOtV+k%r5XmuegKDb%Gc%)%#pUL>OTeo#KIFi_ly0cPm zCIW-pU5|H3e$x^i6bn%TQXx4lhdAOT%s*BdbHY{l;vGme1Ak?n#%pS)%Q<`E(e*)1 z(b2_Biws_R1dJx6mSDaQsm3C;$r3W5Y*MU|YC=zxG4~ZNH1JkdslFlnpwc-=8Uhs@ z07))UYsQ$S3KuRk)Z9IZN(G{+Wpph5oqB7wF}|-tLdoxidYtW%G=4>yaFAj#CjAGR z)J@OE4C!LB)?A58$_w>QO%uSnggYrLH@#iSX|%o;+g&}**IuOTg9KqFEtM1lTfo4V zxb{Ti`_gHj)PHLr+`Wb#Rwuah!MOSL;aUMNak}f$mPqr9j#=b835;ewt&8wBN{ZwR z;TT&8ia@TkUnI@C2iMs+1F}7YZi4xGTulv#AKV1#RiHFMb4=#r%5p= zNdl?3xjDu55jI-!+nUZf4@Y?I8S6BSk# z#p_kTpPV!}SPPJ-9yz&Ydl?Him+b}Y%vFUXN+s+9JOvsTwWknvbS*8->0EiA+vp`MsZ~EC{K^vb;PFF3oL7hS0f{>z#gZ))W3*IlI>q2Z6U|No#2~2gi2L47_553XulC&(B zPS>b-U7gxY^&bx~_F3?zHjCnu^gu+gp)~iRs{sm8j|g6GoIul$_qn zHOyI&ptBjZ0S?ugPUvIzkcn$@nXH{41^w@^C%Nf>Q58_={p6kca6>;i$v%w5znZVE z<%~ogYy6`eT=M_k=XBPSKI8$2@bLr1_21(jB=?h>mnc#pHu?w(&~cPbV`S2#V=jzD zidg?w$+jZ8^fXBs0TdfRTtciSWt)(z`b<~Xt5L_lg}V6uxi|8LN&u%P+`CX0bW=YA zGJ2K^^_8Rsh3D?zBt3^>h}WT5CGmx_%XZ%d#2O%fn$!>GeQP0_B9{{y%y|&-aL1Gw zCi2GCQzA52c8k7=!3}pWqE6ykT>!RdCPl%%0upu`Qm|Z#j~#ohKQFD)7Oo)+N|b?>CC0t1r(9BC*`{jbT{RiCDqI! z>lP`+OXU`am@@+_DquU6BufjOaN#Di@VnB7L}1PZJoXb8zsyOZg&N9-@=JhuJqa`B zg%?{x2i-wSr46BnE(+ToMD8umMr5N3y-^dxwX;aPP#MW86wmQHx-&kkW9a|LK^$>_ z%~jz&h&N}GM;-O&?8a#biJ1%eDsl6q!AI>g#&d4*cJEdBYpxk}xQ>*&X2Uy;AQy73 zVEyJ#h#_K@vC za+bx)QrQR~7N8;=I*Ia2fmD&V&GBwVu_6M#R~`XlD^w&T2gfL z;Rd5E*G}$RYBX;#_u|7-9yBIDa~v7{v&kdj*{Os-Yu7o(jyUN0m6tll4%y2Ev8D)? zy-W|hH%woR?kXZcmZjf6NC_!USFz9XfP|z>!Ysbeg}e`w10&=gRC+1h5yQ zd*fam4GkV@i)=vA{C3XBE~eOD%fcVOn%&4rsYYk}!UNIEV$Cg^C8SUd7@3>5$Ez%CXUqx_WEsd1)oXwdfEv9f3duny_;S=H z+>w5WP_-rcs8wmP0WquO->SieUXZp27aJ_KWE_eWULNm# z@C3EiE{P13xm%>$Q5|}nJbCh7KjC+H`mK{k!K!=Wd^9JAL`ozg*Dbq=_68I(pkzf4 zL0GO@{e-bZa{g)R>y3x;=ebf65?P(OLi$f{o0T_q4S}sFLq>6{)jH2nCQ4q*+5C7Fp(BN1L9@TLa@>TI2>y3=nWgQdCMuAz)vI?$PCT-Umgym=`LIQ;UpD(Al-?s}>eQ*6PqVVJI#ips76)a&cooOo zcv-^;Em_O$4O%Hj4xHM1-y6#NTSnE@)%3UHd0X)9hd>|A zsk@}xN=;%Bi;pXRe_8m00!GQW^d)!v~5RN zx|TrAvzQru9~-SNr}6(RVeZ(M920M6n4I|Lv##g$bDGd)}L`JfkWrKvGY~gl|_;Z60v6C%dj#q^=eqzZ6*P| z-b+@;Yy8u3Y5Ch$_AG1fH|-RZpH6q)Zeug9p(b_fG+X;Cn$_1jcAKW zD!+uyAgR20OVyroWYavB9z|f)65bB5*b7UI9jo(8T13w8{`=!levERuuv1^Q;bT$b zS{(^JEXj z*$R*#kELB8cnApWP)5r53YX#jfS3fZIiwQU{P7u%PAi@{+vNuKKhL)eB?*eOtiGWS z0?or-NK@1nfF7P4iU>hdp7Uy96DRy8BcE;jM;^>mvh&nNtKo-#+(96HE)lTz)}VdN zcZOGro)0Ga)PU(+*!Rq~4K{%GY2~{oeg{N8T|(V($H)oE=;y7gw<9Cm$i!sn86WJp z6;PN->$p<(n6k3+-gU4{(iifx=^AjV2K29Fg&Eu0^ZS-+2Dq+@YG9=mo%h82mYspi zq?hv4!g3FxrFjgPv5*w_Rk4`TnHO; zW-%9}P;@6*HFME6cQpJ7`=K`Oz*h1!5abchk_#%}oX4qK&=jk$_zx=(lBrvUU3Isb z`pAIKQ07QgX142auB&yj3*?-gaH6IfwS&`k$8)FB`jLgWD2A5)nlVW6^y3Np5Qx#` z3_=FrnjEO5CbLPWLNXof_+nap1SU|T9El`68)NZ>!_h1xE+4+&IY{-{TU7lOg46nk zo8*OHE)#pQT1tvjU%3wWxqgQ|ZOIcMXaNY?u+a?LIpN7&FlaCFYI1yX|f@4{W<+$tmbELMk8$vVG>1~%b-vzME z?7VU`k_XNpL}(WYAa?EARm3LAJ`@JaYr8Hco!5z+(O04yh=C;i#@=CSfdgqu;NDF= z2hnGNf0Iy+P4nyzi<4X6-fR!|9oOR8f8BD@Yq1m*l8?0SsSLys{LMv`%AEEo8TR|tg~sWMUc#d^~^eY zY3rBY3)f>ScO@dR^OxyP-6wLC(QX4@VEiJMgj38Vv=+K56>;m1vh)H%mE}W8x0dY zU?5+urKLry<%+%cjvsB+uB$XIjM2G}9HthRQ6qAp;boXVyZM@9ZP0j~MP<@HCDey+ zcAVIqcdC~Dc$(7+tu4OTc5C!}?=}09s%<7N=dZ%?^*@Y1{uI1(BDw#zz3%&0{TF1{ ze#-lPKf0f?&&LhL|Cf28u!tHSe+p9ma3B5!lYie_{C}*Y`O=MYLE{>Sqe9l7X#e~# zXiIVFLDQXfuBQ_nq>2+U;fe8CpVFc~Ow3PX@o6kD0-w_5KTLy9WAQ(KEUpvc^h`@z z+W@`zID9w-Sx}ODNqKoL&}B9?gCz-&iK*$ivO_>b=}1N3=Fd2=O90fPMr2^IDRF#1 zovGKsNKg6eNL)Uks7RE-XubHTFv&w7G#q*OHv~f9pMYH9ydColLVSH^r2fd#g9U*C zbPcCWTU%S%hz|0m6TKyRo3`z&p|BY0ik1sKKVNiow9Gm^U0s2&AQuNDFzLG^4f9A? zs|1dtpub;Jg!UZDw_=%+u@PvbB}b+*YfIFG6S=_K6H=iSC7RuL(=XeY+DxtCd zTncy?>X`sUzreJVYhBd5mWTX4;@aykGsun{V81`|P`%=}s0!dmE5a-faT_}w2c-Z~)lx@7~Uu`aX20v$|t z_;9lEF0Bl$c};>;0_-mP`%kf&F59C@!|r@!d(D#8DzBZIfesOC7b!>NrHLzfH#Ph)&pkMHVbCCadBpf4dw`aK=M#KUM-{i>@%f4H7U={d*W3^(&r z^JMf#jfoL6Pk&uTo{GKguyLP;79;bq7A0&W_%3MV&?%zG>@f6}&kp#_&Kn`yub<6C zOdC9b$V#}O!XuV;_$Y1Iuz?;WB`Xq#6*pLtKg=_S?tuZ~xLSIC2jrIp?n*{>yEY*c zkVnl_8gXe{74$ML6TF-RFE8(8Hcbd1!y_=U=t{^z+O`iik>> zB~xZhNGAf^Wpw2U6~uzJm*iKuFj;Jgpg_EAw0l;Y8w-?#$i`{qbx5&NViRR?U7DL4 zqBK$7I&eY)G0_uN6CxZ=1J?>QT8DK}rM$pjD%Qve9WwpYN%BJwE2bo=7CWq?6K$w_ z`GcnJwvWG0-EgCn5<4laK{OynA0T8=|E>GemPP7Sy*4Z8yMffM9EcGov%%Op;Q*#FCV@qJxa}38EpeQOP>WKIMfF|NASy>iU6?~6m^TmVemv)DhKWggch`C^>nrwx& zr4!u}D38fU%!d}4qGYs*jv53=xs2BW@S%3gtNi}}CDL{zmf`{_lT^uyxLDe57Yfw% zwjag=uq1L6K4Fa!HHQtK}*yl>5R6)4b#?M zzb{?o2#N0Fh~nB60j2n6Oe*r`qtwqFG62VaPYq{@qS@PybaXF{wh^6=1EdWnvN6`~})?NWaG1%SKJI5Am5NQf8{GnMa8Z ztMDndgK3a7+I)M}o}C zGlpt9+7Fw7`F8Nf20dOZ=azx>-!>0AQA!RaDsrzm>=d2k79cQLR}MOd5z5hBa+&qI zOna+zVq0qFU}R=XPmC)`a*O&A9_S9rPOOzsZi@U3NrB73COKo`P6HN7fHX9ueZkhH zwYMED;?Iyn2kYv^sQfQ@bW|lq$q5C)H#Rn`bUDgWH6<_YE2SYLXJe2>&w#eAhj*?u zj+#J=p((ol+{`vJ3s1zPMSYZV7l}i9@X>NsEoD83Jn<5ck)&GcjmAKlOvYvwj@o;x zD=Ov^-++oXiRFTj3hF|xXkcKlx1Hn2*)E%aog7_ji~28{#+*hX=k@!Xl0yfsW~>(| z2Ut)7l7|qid5gEyb_w^t@LUa!Vb%>93iBno+K#V=) z>L|>PZi-J#oYP2B=l(|;88bEsIa}{FZ?8@vBT^P*9y%pea5rhq@@;(r27xyd0eO?z zSZi}vm+QF(B6Z~$wi3J zWHz-*o+dy1*EcdDQvNbYYrWUrkZhG4_sEJAMaFJikWnyef1n0;<+VMiLrFKZSf&mh zP-<}1dIXvjT^>JO+h^0dA$8tP4iPFhVe)U8=EG@syxqBF*TTN;F!_-swWGaBWFLiw z2X!$qsbGANZMbxDqLLz|(Q!H#QP}d4=q=T|>>dsZ|8#(n3g4`IytjFpW|O*!t@gs^ zyJQ4MA7d)5l(uf&y4M9IFJ$l@0%aN+8l(dGmX0NwHWWfawhRO4wmV^*pVcU3Uj4JR z-5+gelD&e8=(zi469o#U>Y7qq+}yN5aH1t4Y>|zKs2nrUM6+g!#e5PVll1Cvl|K~) zWICs5aU1oRb+S34XsFM#7&UFGpnT4V-4jG8%{pR11x4~r-3p>@`|hxWgwgm<`};&5y&oWjPh;_EEHDE91zf_Xsr7zlaeW$#Ph&wN@UQWh{d;8dzr#x^1aCf+1`&+-zxEgeg8k~#%E8{nc{odcUScG692oIIybq<8;jnYZNeo! zbR<#;y72fw4d-ZhVdI3*`TrPM{Pz2B{`a5yQf_js8-yOcxi?F_-kKOL&6Q1M=LS04 z_8}i!pA$@=k-9i(X~OA!AC%Fz}MiR|*z| znXXViUSGXOfg^xKRN44z{J(k*(w}G=(r_s>gvaDhxb*a=8ABWStyRl(x%NZj83oH* zIKO(vk6$3)0hyJ`HG_kPC|uQgvBg@>fEO+cIJ`dV>ZyY@UnoeD!~&NY{PY`v%N*|g z!iG1u!)@F3udjR^Ow?qB^SoG!__UL@Lvv}RT>Bac_ z3qSpP_ci=m2(l>JZTv93c?j{BKfV2^H*b&s{wL-{^MS4b&Ud0;mY&$afL0^b6?#YK z`PsZRvGsi4zKs+5r7#D#H+*hv+PmLTHRk2T?dJ-%crefcd|F{8zNXrlrDG9qFb%aU zU;y5p+k@BDPvuhk22Y!V?}5kkTkn3{mb*)Fsjk3#H*fB(ks5!_fAH(kNnEqv4*1*G zKe+sF{oQ=O_bUqLwZXCPGz)I-{at<#F}RfsH_zw%o94G~1F_xQ!@C}S_vXFNy7>sc zx$ft1Mv0*AD_BvXLQ8gd>Oae<(Lr1p4!XLdh;6&ViQ-LH%uEa zn{UO_{#sA?4IM$DNG*E$bOu?g(f@$Dea!tzz*_aijL|Et@YzsiLnq=@vyk+94JbZw zSQgH$+H@@aY4>8`dYmmifUF2p{4v15)8v<)cZ#3Wy`ZO~PF^zruux$FqC5KYEaKY# z5xnvnLH^qZmGP+1kLKLfOX(X7p8RE!XYPiRicxwsBQ~uq!ey}?qtbW*>s+Cr5(#DD zTjr!t1nhNZt z%{su{oy@?T-azQYQrgZY7?LO+P75QrVC_=L31L)Mc$GUgQ*WJJQvmn;O$UpoD}>rN zUv5&xDDu-j*H(ZQ}6C> z7?gLT_mn(;r=6>xvRQCf`bb-iRjq-K7t+bv*Gj1l01=yC+a2gFB;T3k{_IY1xorQR z?l7~+`-rEC>?@1vv8hb$t95^Pj+Kd#y4$XH!Ddp=a$x6{NVU%)0|YD%XF-3U9N5>{upxOO#^$`PA<(%_SVexoW%OCk zMJqyxmp#be<3%C+fC8>D<>A*e%zY6*Sg2Hss39Cv`){Zc~TM#brU; ztpvYM|L06;*I_e@Dp}{Aj!efE>rHNh=YqDmsvw)<$k%N!@u#Fe-Sx)scgWQooJD+-TIo9H4(X?lY z^T&elect`tZC@C_={F1owE(63Lqu*m%_rS9;W<^hEI4X%sc8jfm?yb_WNm>=`>AzM zvLxC1a>$iU1~W4CrL_4j0)>3K1McL`P;uv*&HYdVNW)cBb08omCr7}01Tka$bpXf= zfE_J)qOPuOC>8(pM(9dX29&Ao^%O+n*u)ziALI6FPO&vLbmK7fGK{r)h zfVwe11cG^`HX8ylLb49lPN37oFAq^0DsVReWhA=CN1_IG>uPH+FV@SPB&)l&e90f* zak*tYZq*KsY*mP8J>H6q?Jfd0=br|#w-Bh+4vC~afBdTAlY)tO?dHv!oR7JJsQUmx z2-fS7&$gU{InS?qxVRXzvJ+iZ(Oec?t(K;?>N={(4RAu>CbOXu$R@eKd;Pz{_SNQK zAGt0Zj7`VGyQgWYV6}5oZ`zdb{bPSkXN7qS>2f(7E4nrxPe7{}#%}4cLcz^1j-=33 z_iUt~N?aCTQqLU1gf}Np?nsCh#~DZximK;>M5rQ1b~1a?v^C!oQ0r@w(Do8e%ob~B zLihfxszd!0{B$60O9T3XqE2v#^SAIu21I>|?m%d}kBdaTRZvwzAXnvOx%7A&9=+u5 z)q<{0O+H^VKbftenARP@4Id@imNW>kMohb{3Tiq#AB%VNS1hfQ=32SZ#zb+${g|Mp z3In?lezO`!i$SY@IB(r;m+ZgxPIr?FzSH^qs-^{ZupNYS{;A^f==RNS5x(n6~HkN9&IVPsayM-`A|ZYKf*Jj^fNPR5`cudsclK)|A%a0Lixrk z_6N&!UkRS#_eCM9-`SgFSo34wz>CFL@R}dW4Hmh(j64nKX!N&hdwgltK}8)`=TsNB zN2(@&?H{UJ0r^0e$$7r(pNW)W+nFvm7c5@rsk2p9k40tjZFir=xB!2vu3m7y+7?kqQh-WrI3_sG6VJ_ z;I8FJ1i%LWAx{BFzOBlE>r#x?K`k?_Jkj|T+@|6w^z_c8$hEy`a6$bp@9M&#Zwsql z95FBY2bV%YQ~s|C`WH*Zk54-P$YwHEuwADfU!jKm2uirZZg}pp2<;|j@C*_%N>nD9 znoV*!C1Crr=IhEB3&)J*e^cOq^18hhLjQVTyk6qYFSnjZ0o#-e6^V>&`v>zIm{}Ke z0Jx1iCs1YvQxR6Ki}AawYGp3R9tX*#*neRo7guGIy>OwQnd?+*JD%XM!?K(w-!1SO z35^CgF+E5boWjP&Ms z4fHGXg+aru=H=rvpbplp^gKMU=zFOKzVOW46(LbtW(Cg@`@9>M?fsk2todmZtdYrh zc4Ty658))E(sw1Uz|KA&L{W$(Fl|lQh9fEAv9UgQc5RO4_clUd^KHsX*MFp$S+tcJ zTfnoY7DEIOp0P*L2eITTu^Ss3Vc}FE>(|z;w(|3;P|pse|y zQe|yRoVglI;m>PqEPF8MkSG&#v&v=eyqdOs4)-!A6*^uY8A_6wm1+L6zr(?_)w|#r zey<`mVYRfQ_KhUH4T&S)dL{V>#~O7c95%!>LIo!65$h>1##dOH@K>H`r+3qQu|BV9 zdqYNJjb@Fdtch8TZ2BawvpKyT7VDR48t!uP%@vD;os_z89?ZX@xpR;BzTC4vgW-D| z!&>!OQb2U^v$ea*TQMs}>W^eC&gI&Gn_hklY-P3mf>0(iLZr>=4BV4aN8E}zAH?2h@Q z3gt>i(dtXsA1l)ARTYN^(r;e8=sh;IxkanLF(Em{{&0MHne7Ygitg@LL46%~+*onz z>RRF6$;s>Hrl7 zpo^=f^P5)`erur@w&nIn_x0YG6BcrPCdS{*G0WUmQxY#H{AJtz^3Z1&${$vBm>FXA zn*AWZF)#18g7Tc0lfCrpRB4DmO@Dg}?_l-i<&#<%SyVgZ9a=e>a>&A2XvW~LXwRsa zr6(X)TkB}0os^j6e>FW|Fjex_b*_?tIU+Zf?QWdMQ1^XON^LU``_pAX`^o%xE#ianwDmR}DLX3sbG;^O1y(1{vLYAWe)FJmMDdBm# zsW7jr9;M0rVh(iW>0zAe*~63Z_YoT!oSF*K z6W3uOvvdBzZSn8oAmByn$tf%}3L>X|XJD50nV8fvRPJBos@qysj|_fxb#b``9T(VE zdPhbOZtD^thWE`i1G5NbqK7A}ySn~uA*imd2Ka*{I8fck^S7~~063XCt@ughUrP`T z0rIO~zC4Vb4F_+@jtfaWpdbvv@rgXeD__x=qbGSl^i*0+PhY?GWfulo-Fa0()S~^{ zMa_qNe|MT`njW29sVG$o9{Txqc3~k@RtDsV=!E$hn-tY=OM+3|{U07=R@+vrknLYr z;N|+Q=nwxvz5!woDeDUj9$YBV4f=vap;K+U=<0;)G_&W)T&Gx1I-5PCJ+T>+=5zkR z_O0^9*n&L99bc7~ntr_~zXXMz@JD-&>w#gvZ~^%g&^M@9{iv_iK6l!kQb$4)ye=?x zp7QfsWB?$cweak#m@Vl1WP5bxwY7xa6By*xn`u{tF4y2oAH#>TtAbn~l>3L2mL6ZT zXdMe`c=%B>b5~jjoZ~v+wpLZoM7g>=-o+%rV*`sJF-xZmzU-uo%>KCByD~TD_2e4s zs%Pzk&dz|mt!%T>GVu*=83!&3XDs$Y*(_w6^C}eNR0YKz7R4*+qXfx5A|67AEL814F}3(ZjuH)_G%u6 zpw+GWnZ*!#$68My`WpPi-UcuYUSDoLEU&JBhLhSz`PUHpzMG3N`3=IuFtWqKD8%01 ztU~yZj2_zYQj=g&<>UPMEj0LodUX3-ADAu)n8&@Q=nwGigzLv)Di~%xuPCm7f@JlF zWpuXxc@-`EkVo_r&}R{9qNoL$#<##0{YM|+g$re@{Xc#CV=ZUnmDi4KQ2-B|Q>RR? zQw|2t-HE;pI*7cyJBaCVp)iIxs0wNz(g_Odg^&9wRaZOkjYM-}ezMvW;JNNnX@YD8CdV)`nng{iF zLlezo5s$Yo?-b^p`T|X~3#CH zqDYt&8lW_F{Ufc&A%P(?_Tmw3xH)fKDt^wJ81eG_Lq7|r)$d>DFT+rZUdSzS1SbmMkq{PBiayWCN+)paqK?}&ya>q4>(85p=1S(EF=Q`2DKrh zl4_aAmwss71!DhPIBe#s{Kd;40)s%OVsmmNs9*-LC$kZ*8ye)bzW=eS4t z>=H6LrN{(a92Fc=`O<_@CVHBx$)_p#O5ptXdJ=}E=Y1A6~B3jbA&M|s9d+3@HD^#D#NgoF9Xt4%2 zHww9En{4RLniuEKi?0Vi>xQW3)2Ck$_5u-)fQe`BmlECtHQ-`&7}nQgj1+{@JQvgi zb1oFRV>GP}P?CPed~ywtT~8moZVzHKX=q{qc=qchSu`~O7|d`4kwjHyR3U>U`vq1Y zf_i%W{l}ID^u9YX;_P82U>zKU=zpjtgwR6(yW8XI>x=4tXnEERpQa3*T-F zgxLvzw&)S)OML|K8Cp>5BPTG8t`FhAf91cqI8yiJe}|2<+I*35c#2T zewc)~N$M^DcL2~>RaAfRDDs61JGQOG_n&>`Iz4OcvN~-gT;EA&VaB&G?Up6Z~>DxK!sZ@+vJ4lUcqfbrVKWqv3Zr)FD^O2x9KuaM1cp;xcJN z4Nni#hBjZpkJ=}D^p#C5cnszikvMY#DQaDA2Uh6BYTjB_^4*S|?@G)q#Va-Pn@4V$ zo8*7vcE+8|=T`Br9He1@(K4IbA5;_C%&~lf9r+w}65g0b)=XtNN=R=%MmUSd&BK%5oSMzki_BfK#$tQD1t25tl{#kRJDQCK5`Gd*{%u3kvL%(-+a@ZnAy zwgw=xeHgYY0cl!+^Yv?T$meUdUDcQ6pKS^rew5j^ST7{tKWMV33=N-mdlOF!nAzDZ zD#wq<8cQXBes7(i*{H{XcO_Qs(Q>ikR(l0?o1dHD)PMX@ps04={DAi)ADUR11K+>W zL>-MpLj&q!PYQHo>u(n>8)ao(YUGxX`lN30*1|Pc^4A6ktu`B%JH&Zc76Vs$kArQa zWhE?ay4Q6;O>ua!O~SG)hwYK6B({mi?s4Wa$Puekc}Lq+94^*{a=NsP(s+$j7PC#u zfbUW1P)Fej&NKU^wKj*1P0m#>ifzEW$$bU~!`Er|dvwSJWHy1AhZQ$T4$V(H^vWRN zc^gGTEbun_#}Grgh0Vh8xpJ+q3*>B$C=Zt14Pn8S1fBsp9Z;BK1&$q7V zbrjGSPpNjm&5bm8cW>;net~6NTu-*wtz+aVcFUNr#z2`fTjHi5Xyq+f z9P~9#$dD4Quzum1_qxz#+EiYMdo3#x_J>{D^oZ)Yw67riHN%I2xi7aO*6KID(U_@n zCBt!~snYVdB{)vIBCa$lA0Tpf27_6)v1zbuaMHn_>V-)Qic-axn|wi9 z*X!Ha-1+R`t?!!Zbcs6WGZ-69m0EQ%7}ogN?dEZln~)XDX+ujIQ$B0}`}p5q=4Y_M z>wkah1chN%6hxa<-zA)uBdTwL0fo1|pP>mp;IF$IAo7%ss9k9VfoG)=bJ2glDkkUT zf4zbn=3i&{VQ~-9uc5CyHzYY51&?CkquohdT0f7F*#*|e-1#lUwqfjs{YuFzn{G5N zJp+dH%#%EHrD5z}+Yhe)HU^`pvpaVEuW6wK)FN;ty7D{JF~2HgtzRGfut~(f-s@w! zWTXEN?@He6SpO%T!9g$mI@h8x^`FBAV*cG;aN8^43P$({M;^Us8u{tJzyGhdQ$6Ag z1~Nw|N?VIAfaz@cYs-ZCpAXUv5<>Jb`P)H+3jTWqKU?M6H8xmP@a1e6d$QAbQS2OV zw#J(*aU;;RU6L-K!>wSD(Y*xHeb-@l!H-GMJ$t7!$8pi4a%>^;$Bz`!Q10LwiB1j~ z&hb2U39ZpW2%uR}X^uu(s&s)1KHr`)ehQ2Gt9E5vePcYFgQYTlN-F`iQU4z*OTRu4 zunSGHVYaBS4m`98`1;uH*p=ErKbrp!te!kGbQzp}`hwVoPP@E=uNOx>{r#!tfW1*F2kHCFD|%Y0e4^&O$yC64h^{9se8sBX)PV2`@V?4E+T$Ch^NC5zKEi>uu>D#1as z<%@eDpcr?mGzsK$OZY0il6Wtfyj|MOuzZ%`RL`!?jz?geNDF1dEa#npv-GQ&cTIV3 z&q5{;qQBwx8l69;z7d0-&Zo5e?Lv1pzFEVzZiEMRr%UQq?ec=yk9k#&Eem4jJUYkq zJJO`O51R^xhV3$aG2VjAMyL4w`vQ4Isf-h0PvT|KchG0Qb0y^SI;GwBxbs%bA^#`q z{TlI?{(G_g9=ZevJn%KO3s!Z$;^v)8?uybBr5<$M7>vv=9Q#6*334%o(9LQZkP6jONqbCN8>vSTYS44 z4c!c`UHN7HqeP`Uu4WB#bN({;jvvW0^UiK=SJBejuV(!}0Lw2OT?y zJp5#4<)ckfF5NP>7DmIX8FJF<6EDKaxW#?#KX(<{kR`&Zq>1}KrRxv9zw?yGTM?u* z3&#Bo5{Qp2jBtJnjj;6Zd}GonevA0|`p5i(62yr*;gaAv*qx(~B`t(svA?Hpp#?<| z9!$g%u#|k+Bc8XqFfo7UO|wYHTIrNw9l0*niNvC@<^&SPkVLDP>Rv>T#0sBrt(U1 z9h=AxVb#Mof+6llkIGgoDj0BH0J945`bmsJK) zmx!meaxIq`*A^MiC$IKU3UPNE1@t?4`mY-!Lxu_pa;M2Tm9JhYes=x)UHEcOo4=y( zA{?~RnF-5k(Sj@qzrkuV{+jB93~{Vm>A?5D?|F-C`Sd#$Hs_7Zat(4~(Jo5OPttq( zuXnjT|HtMl#yiR>HqR*CLs#e$rlH-2VFQ*|xw*Xl6#p=XY;oi(T;8+H)5v!Z9Kz^q zA~580%o^_XhfuOHCKd-c{p@#~rri9Oh5QDWPj9*$MLcr2dua*Fe_A(Et8R0Z;x{em z^EY91a8AuXcfx|)S*n$?slZb^%7!>3a)>fzvGN1v3jgfY?%!E6VGnZ2DVOrM9v8hi z7R#8wPEOc`(HT5I+d#Xhy%Ccy6B51oT~k)zVz?|RzqdxIa&wkJ0%)uztgX4^#c}ER z7Grxhr>OVH#P{|6{-LU?l(FTE@ZSz$;LsG5Sie##?AYpQo24ud3hkP74YPL5;XdA` z`0}d<1+(1sc*<;<-f;I_NuH~A$t$)vR}`b8Onr~pK`RmMAupTO4f-b-7F9Z~hfj3A z9?W(Kr0eOzLamE4(+lCa*Fno$KFJo9ZDvXg>iS%>m!mY!Kq*236s~V|7)rFNNe{n@ zI8xCk6%2!eLNGxsz?rk!4M*g$XQy&1L2F(+PK&=t)F1G^48h|C(SRFuAV2R`VNn;Q zp4BF_PtUCc3%RHhsTxAL&`8RvZXKwwz$m?6V78G-8vykj`2EK>9*A5JLuOQ-CgHp* zP0l6wOlzb1p&nruO34wb%Z_C@0CdrBA9_4evz}z-hk)F<;hTsYw&>rs!I^l_zsaAO zr@D4CBUQ5S@|2ndZy>UR74*84Y`VM0X2t%(1t^C}3afaC3JBcW(&KhOW#Fl%O;_bW zp$&{|t8gh+q>=@vRP3JZdATsaqr1jxGw|>Z44lji2gy(`+9nrj3KOm{E%l^ZnEtff zZ$HLw5enLr-}mJ7%bN=Eo8nDyl#YWK9Ya;>hIdW3O@@jJnu^47k~asy0>q3)$ukmK z8#kNJo0iWOUQG|te{$|)`}Gx>@J7dj z%%Z>bdiVBK^4PgF(qP5i-g8@Y^C>(+f7Mj(5(CyQUYdDzj1#4WYvQ%d@S`=AZ>_~*wMSFy>w;lER@?CPgmTzx~~Veme166=73Vq1t^&jrcEaZ2JIAeM$J;7nO*Ia z{oDfcOZp7|F{f^UIx42#EkkC%QpWujv5zLd)AU92>d3oIw5E#w!kPWW6;oB>P&t!M z*ddz88^oz%98nITGkc_VVY>aXn$Y!*VqJH| zvPE;2+OEo6?x{;G?`6T2+FjZ&Qe%Rdy*^cIJQ%hsX{+{~j<+GL1(FtELh-IeR&;?8 z3wK_RReak$CFCyLP_Ns8W7J#KGuJBQLE*58x&_Ajn0(JrM)Htk2uOzqdz+vt9W%Kg1w67^bInly>s!TCI2-EXtEJ=_8?YL~n88(>}J$fbb zheM!{{4HJb$VG8++|pI@`BxjP;P|ej@z}PQrE6hFwKwl*NQceECI*FLO5YWkSG5}kf&UN_PLnRPv>K9kA9Tw^`!VDO{6493RyqZnj@=YwKy`^ zgFz=!_#KyHMl%x#w^s&ZM$_)KkA*TVgg;CWk2l%|A8q`w>v-cV>3Cx`<5=ULKVlcg zld;gKk6ma{!JY{XA?y`8-q@UkJ>%y_fEbf75aQhjQf`eI*hyFJ_YabRU++s+&NoOV zsVUivf7U*;d8v6QXn{;mT{}H6WEG=ITEdK z^;^5cWitH@UD-wS*R0k$gm+ zt0`f-%_Xp~600Jc?Wtn4?y;jS-m72Z5{&0h|9+!u%qbthmyU&e<&-$a)uR|uZ=q< ziJ=z>MdYTrB05e5J6EGHy9iy-Hr?8M3ud2w{IwZsyGD-~Cl_q6>Z8q=({Id_S`uCdzpIOV572n}H z$;wf}QElRZB5R+kV-vZ3`muNjRK`lS$>#@&Uo}tE1XW#!>1Eh{zGw8J3#}=aiASl$ zWAWJbLYpdC&G`#sV-AQBS-9!ORxRY4~wlyI1SshZ*+u4-ZOBGpNy*2{if3guEgn z&IE%@JE-o!{v?jS#L4p{V>ua@_z9Aed?G$oa-<;>XR5pB__0P3JqzbS$Z&@uM&I1i z!&n$hp1dn0dr>>#IPntoPb?v7evYCown=OLf|>_+Lc8Pi-%FFum-wv9Rd{H}^2vWH z>5SLBds}T^2z%0p49c6c^obUO1c=ZkgO_P`S)4E7OSqxiF(qvi1Ku&C;kjDw+-4t zXK!gt=O5LEM$$>>6!y2UaC9p#^O|c;npC#!U&*hcp4(y~H{DN~3Z!u4aQp|m+6EUQ zBBUvlXwCRSlHkOkb9U~u+05lL(b+^J&Z7kfs%T6hAN-J{Q)=be$$tNH3)6OOMswug zpoMwrwiv(JT#q~}k^{cLwIFVAD8>I+;|o=1@s-c|&f?D`C(TbNq|%nOcWFG8v~S25 zsrsDWp|wabXkuqXYa30Zs48F~0LB%;?xA`KU`ys3oW;-jx%u&d{6K)1&{-s1FD_D? zwo(AkL{m%pBsPH*;MK+T^zsUtfzB4^e7J1Dfn2^!5D)#WKXh&0#{x?T?PgHyO!3W$ zOSLQpzC()@Z`IzTWUt5OI}tN+19guky;f5E<7cNQnz01eB13A%hlj@-V}WKtIzM3kaooV~+7@p-dV zSA_*x+@?K!*u2IdVQE=*I+)xb?7%k@-C`!XVjbeeT$&}Bd4OPB6DRAarqsa+=2V=d zm3y2`cTHeWjY+5`wA1)-ThA_hoM9zY3_wMBL5-53|8S=R_x-oeljdXZw{^_EetUK{ z{S5A$BM1NW{u1AR=%jio?Mbm-v=OkELr+*WM961xtq2+Y^A-JBxWASrCz-W3&Q%cu zc&su?qo}qcyQF!4z)($@e8^;`WRgauOqOm$yZv&CztQxi7m3VGdyYvq7KO$|^`r(D zy73^W*B)U|+U7*y?)KC+ua-as-ya&T#hgHmO1NKhMY8eD%}H-~aH$3sp0z$}=GO=Z z#UV)w3Vl(bhbcx)99fE?H(>{i6wX%~}lNZMY?LNHHEw>vYbF!xKtP)w0^}-s= zNfr7hjZmRi*JlQzl!Ck>+sgbZ`%lg3W<^VkP);VdPIV%K>ayop2Dg#Ii}MH;Z0m`| zZ$Cgt-PLr-%-`s4dSpqo*qP{;=R35HDjb93`lZAh&W|HvMkll{Q#B44XT?Ttqd}LW zkGS{uzk0_a_8o0h>dBb+71X}U@Cv@bfeX(k-pqsjHLWOQ3~jEqsm z<<*sWqcJ`*%iq!`_j@$Omf_iJi%U2*dwRy(YYdw7gHmtJmUoQgP8VI~%t&Ha45o|h zm}0Hr0@#HWN;ac6T04uDtgeEaeR%M>R>FZjZAmfY!r|ePk=_N{z@uVCHh5fL^f7Ez z8;nFK#)I1#(OT~GkqM-V#c6+_ieGM<6%TgnQ;EYD+EM!4RTAuM1L>mAQja&U;i+O> zE5%8m#*)?F)*vE}8#2BO$0pN-R@_Acbv^!Mb}mgi)ULC_on3jm`9R18 z!esuL>ceZvZFy@WV+nZ&7kR9wiDwNlpGp?Mo^L6!D#*hQIZiSw0U(>ue zSlv@o&`fsyl$J^HR2fS20PW;>+(c3@&!h6FrrGjbwX?;z^~eMfqHfsrJuC)UT73vV zk>XQLR5)I+*k$H0l9`<<<%(~L^|2z)l*}-c&rqLj6UuT25>~JOFUW$017cmQ2m;sM zfMO{+o;asnF{m6|3r?8;!fiIKU}32B3<@zmPTNsln~&$kFoTI91m^j%=wu;zqZPq) zJupE}5BE+8LSwO}<7L89O{a5q=E#@kz|RxJ%hYy=y}I$^NhNJg-#(S_om!iDtssf( zL&tspYjOz+HZ1Rhr(fOeEyCL@*XZgx+X3WZQj6n>m+qG@3fDh(E@)>(?u1LfX9E7Z zlJabK!PLl1?TS&){cuS*$}3qY?=j+&*)CnPPOY2fim8u-DK0@XHZfF2sF^QxFPbp; zE(>tf-`JMorN^vLb~37pvi{QA=|+7!+)#{e@&s zOmCq^8BRxvS@~I?b-vcO>r#rPas#YE9}y$Mk|_PNe)e=*5k93=1s_TX`F>8#HfUu~ zF$=6Crz$r#Hlv6;OX_f!Kf>j)IgAe9g(AEmCz`^Q<-&fCil&FE+YHqNPM-a}J;SFa zK~;;wnOj=64tDRYth&FggM1SvewLRQ#MFe4)vrFP##tG@(Pxi{;eop}sr9vTqP@)- zeo_4U+T!F|ef{J#oaiqFjJ!mu){w3l{ZdIHAIwV!)2)3^b zOU-H1wyT)+pCoVxbyy6hLNsnACHaXspS!y!Vuwm|YT=Y+{LK$8{s(0i6BSQtIvu!L zG1NKsmUPUX0{4fu$Y`Ixz)1PFOOBdw_^#`tgEeV8vSI$~Hta47-bD4=ZAKJY>4A)PpY2MHo zw3p+cL)_r*^m>_U6q*$hX_qE>JHS1ikRLwagw?x}L6| z-E(MdZ6dBMrG_6$coA@`#dZX@l8NJjtzyt&5mRF!Mw{D3kkl0aLdMMwRi89&XPAIe zi2KU7^p0uu)KE2S1)V%TtHBHC6DKbku~WsoF7#ys|GuOE4VzBCp5?NruxXwH3}(Ok=1JxcJsnd7NRv*E)f>n ziddC=m>O7A5saRGu+xx0=WB7Q!}TIdCK^K?ChyuNBzK7n&ExIV_Y23l(w;OD zcu{;I%ABIQ)ckE1R{nY;vyf7B?I}dlZ5iiobTL6VhYDj;{5T^#fOv|%-0`or@+hEm zunu=(&ir{o>f)_PB{jWL$4CimyB#S}Q@vK=*Kr{k$2KGU?Au{^VL96uTF(_9C2CV< z~K(Y-B*0$oEp9(YtkFu7_>aIDX$VNV6%rq&e+qkP~;C$!5pEx?RmaI()pLo z@;=-pz^EkFW@VUz61iSeJ2IMEKGYqq1JiW+vN>WMl86kPOJhQH%XKh4c zywJWZcV%Znx2)8~>Am|L@uBzcJJ6)1E^24*lWpowSSV6o3_9Z_W1UDYgsmPZ&11I= zR5}O3Rh?;CIl4HWNt|4rpDgleAri?Cj~;cHo_wKN&MAM@96Xq7(yJC5SR|}sL?i-G zN9awA{fnCu2_Sl~DS)Njq7Ke(J z=Cjg^AuO(kqfC6D;h3yttjDIL+4*G8_SqsFr%WEChunsShiB&X#+7alCu^vRaU5+u z9WPmv@r7p(eq4$iBh3>CC0@pPrjr^;r>~DMK8H{xdY@c=&EP(vY`g-u{{4LiPSnwY zEymedjB_!^9Qrvky_5VgYJSp+47Q2=kKBe2f>f`h73~gsyxlITD2p>(&#PBk7`&&w zBu5`;KoREiQ*0blTAs}23OhO8YR>=QJ(0z*7-^Vv`ux_bmn`Moe8r1ic_fyu9V0T< zLx=d+w=nI{aKC5ANPV;N3k!xqzq6iW^J2$k2v>{G)sGOG{gQgK-+(1dF=lt-J z((R}N3N%?cx&DgBkDD5PPYNwqOUxfGzBTUsaS4YdF!8YZ`A!w(3nOnAi02&XS9xDF zJNz80TWW|&BSXzzPA1dPpg75TqSTWg)NE4h#$HlnniiBqe^!{jJg%X`3e^Cx)^9xt z@v^j3tD3X2282GkZcYf@^4c}#ki4yRx4+X+`lTmHBmaP%yF&3AS*rCII2(*FWW1&j zGG-L=R#jzfUxbb)%{Ra;KmD#I&;fTfE4tC`19o?DfY%t#_2$iy_GLdvtt-80sji=2 zEi7ttulu>hs`6udSIjh=;#7@JQd&*R`Erye3nN+0UkXCBP0SO?bC0=!zVSX}=_59# z7yM@6c@%kd=lh7X)`*XhIJtdoOZG{jr%Uam?6TK_pQ>hGAxFz<``NX#NRp2r{|fi* zX_-qT45~NYK`kFM9hn-}5AeoM0B3 zAE#<6Pj4-Ao(z4dJW-h7BlohVdG+j(U~OZsOL0lZOJyC&@?f+b8-9lo0;A-U!e<@v?czU2ZUfUA|YEKrZ3lTz2L}|CruiWU*Sy58na)%ZV zwxuLj#1*PU4AbPZ_47=z&}QT_dCd<_@EqL^Uab&seBufz(L@tbL6%>2<_s=qoa^46 zv7i`LG@sxDCKs8R?@7DcWc$~ss#2(=<4CYHmBBTdFL8p)K+Oc$=v!y>Za+w zayO0)zO^VV%}q4+nX0^TXmZnwgtl0Rs7Qs0;U;SQBTx2H3FAgzg&`@fA(BQGKgq{g zXE9FVQ;XMD%hy&ql9mag(_rZ)|^WwE)PuA&A zU|Q%e;~5fX`hR1&Zp!V?HZAvPh5OlC>CK$C9p{WRdl|C4eUcc*6zrSAOS}iM*H{6s z-oBlwre4CE&IgY-Gpho;`uus|dslMD==Yk-cPH@_jZLjz#G8qd^kO3|B&6^YqR+?` z&E^^%L zz6H*UB!!NZl4Je`vh>h#^<_ycl?O*5wfwdxDQ89!FY&J=FdWWM|B>V_=RI`9yE*2- zbdO?TxMCD|nA2BS-fKzTZcra%*wxSGtSw(pYLj2=Yr@N$&L_SO;a|OWtx`PyqGPkr z)e4&g#=SGsw^_a?yxp-_Y^<%kF^>~_iE`T2lsO*|m}E~}Ali+Wx2C3a(`tm0m^3^! zN%dje0it76eV!V#?NS0G8Bz<*3#hh}sE-$&S~VSphzk?mG`yZPyQ<`IE{E)EaT|?Y zwYQZHyXFTNnv8QBpNuGs2~N;Ni*7T`lDIcm+>7VV^=X&6#1-xui#~paKIXt2OlnKZ zkSypR<9fCJu4c5K_FEhW?p;=!lE;gv+HF5Kkw<8vP7W0X;7|**<)GwRUEVDfEIZbA zS=Rh%tGcHxbSF3zdGgjuyj7C89nsqHxVAV|vuCRQCg$dT9+KXgw=axM*Bugqm=Ic- zKIVn^|Cw(c-*ZD0V`{=Iz&y43pa0NtA5*t;_;Kj?PjKY;-(RL4(5m&HUx)P9o5=qA zTRKswv*tg(!bDNW-hY1mv#07mzH|4&e|6ma^Sh(r|85ui*H3*E_*YZezklng#Q(XF ze>Up3`((_YDsf?^Y3$@~)6EF}34rW4BRFAGhL(&M z)NoAN%~H=F!v;$J=RaKXZiQZ~UyB0Sb*J|a=)--{mo*Zd@a^!-0W zd0Mcd=DlEr62JC7@9zC@?-mDyxaA-j0gy zeTsb~Px0E|l_;d!5DHq9VL@Xs5Fd>+Jdnr=V3t3_jMz6AcgzPhZKO4R2L|uR=YI$b z@a38f)h+jPMgg5`keeQ9!*|fF_D8XorfUjnHLkC0hXMBL`x_>WmkjTPRO1odxDF&B z_5x?!X1FF&L?sH*uaLwx3?;w&`N?jKsg}N|*M+r3BEMN`dZ;$|iHM4v_J$2Qo6f+@ z;VMjt?M0%~PsG&y9xW=t%9SY}EPi9cH-@rh6|)g(9Ypj29Uo z)Cy7Byj6gZE4(`YaHsUCUojtvTlXBR`}j=49^vQjj(!Y)F><7~nb|fm6*33pnPD{d z2cu#tp)e69HPIWg*s?Ct4hF$9DPaqSRid#{fJTVdm2qH5JpgQ3dPc_WM~i-pA2uge6NGl|AoB?tuXfPZkSST+fHibPH0bY;^bnn`r zDJjby&GAJ0b;1-FIY-qCn=#TP5K-4I1|@A%sRRhn3|8oTo(j^;NK|yb7C8-*c1JQamBFU34V0shmeK1e8izvLHbsZU)h)g`|b*p@F zd^ltdm|P=I&+mNAd}u;bN0)$9P>vZsm+82>;fAio5T|>W*6N|1YTwdUfhy!GX4O+@ zGm;uS=k;WpjM;q_Fo0b0GBPB0s?WT+xHVW;SNAh0%zo=9d6t0>nXZHZ<2uBL_aw8% zA8!}LOqIhV_VuJUX4kLp1$;^bj7e%J5BhXm)bdQOsjc zQ%$Yh1*h{%jWX>A#3A>E%P3j}E=i^Jtxe(38LzX+2Uz9xK%YuAfu`%@RDddp*x|Xp zHBe|ijbkqbKsOPb!1c(bI3emf%*!^wM69XLN6Zxl@R8&YEFZvT#{oHT0Qs_dXjj{V z6mJ09Qcshoh{97iZ<>PUd0}@h?m2}~yn=XH_Q2K`5P<$anuh)+%#L;CC(vDLtvcle zqAKBtO$A(z1Bea12+Sh|?3NRge6db@f zWj&JV1}%%zaCGx_p-DO&D(9Jt39+$tr>UZQ7!-bJtNn(5-hTzqw?RKr+EfU1_|<7U zzOZY4v7WQV&6_uo>^+ibz7Ty-^CFEJEiMj5bmZ~RLYS%AgPK8gHvWTx2yy{tR0(Mm zz%-C=w+5{EVwf^*KzEU?drB}(-M&p?+qP}UShjdyz{@qKUrZ3$Ht-JxAAjGFW?KzYvn5$1 zFwMvVp*8wB=W2TXgqr`HC>rzC08s&pHbWS5MR)|k-SU{x^Dxc{-B12c5Y%fPw7%+* zN(z8-F1Pkk0I*RqceWF@>$<=b>}tUf#0o1hV!o>NZ}v zdTv;&7o&Ix%&zSkOgYG;%+V=$r0LP_o<|FwuNSfhbpOc|&~Whud#|kKH}lro{>L!( z93ljqySKS(Dr!@GeLeKTb7esFBc;6r_+n=c2K@cUn7|Pj_yBnnp=4-g20r1jBS%`n z_1OKG3#V@d&xniPIZ(v?AdhAYlGQ1X>W_{DHp59_FxBRf*~jO|j-M z@`^^9GaV5BaR%Uj2Kh0P*cs5Jn1_849}h!6_u~jGn1?|&Ri33U$!~-NiWghesbFxgsA(c^ zxkBOBTHpF1?7?l|?B$xgx4jV5Q;WcLc{8v%S{%$VZ?08=Jhj0dW;Y;}V0v46K~w;v zxIJ2%7hw8+2%ri_ZtlWNeS>JE?fD!`1V`>>9yx+ce*PqgC`dVZZP3Ae1{~h{^FAs# z+72tIE&m_2p!~3YL10*afdOJ?(_XMiVspLl-|k0Z{sYB&zHmjW`IE@eK76*}U2bN`nUD*0NZydRKgZ4$&$9s_zBZF0QAMutR73(0^uGT7~?O^a%z2% z6!8>uBW@9_hLfRLO_nnj(MsU<$)xZ=Cw#boG}PqmhIu3PI)K{&?~$DSTUcBYlsJT+ zAmMb^Aee%mRlV&j+!mdN>Z)w&RM7zK!K==tC);?0{ zm45WW%nmrbd;)4~lKSW_I)L$yYl3~1`0zJ~(yG~0c_V-+coH5C;KBN*htIFC22rH! z;5;0BA;@e4CT)(*oK05Z!q|KF>O&*_DA6RPS_llsq+~GW4oK*#_|E57?USjR!Fmu6 zxLV`E;?SNK2FMCxu6X~i7YMhiG)txLPP%1R(OG;w6BG745L{eIR<%Flpy6}HMq@>o z&%=RNLj&pYMt1PX%BwJ&Fs8l$=<)0JA!^|+@?lG_j391_7R+;Tn6t>nLx38+A8>>z~yT7eBJQwVq5uT%oS}(ESi+ymo#<5 zD$>y1l-~?BvQLK)T80d9Uw#QBn|Y@0*I)2qPuPvW#oRFQ0qg8!$N;Mw`1l9RR1s`T zXqz5E!iqpW0FY-LOyeg`uoJ@K6W-4jH}AVfht#sa$mLi)?# zxwU9YMi}!0CN-wc7DYHV7-X34Wzj^1F!?S>1rGrxQ{+yZ2#1}g87;6uI!|vsRJ#SJ zy=RixNgv=@+C%b?XCmTSSn1fkG};*By;}s6e=#*^>U9A4r_!d)yAHk}-oT_C6ghMI zw;B-Pfd~SEC$MPhuV7iWUEQGbVFA{vgQ3vAeR@c)2f%lBE`yMp)Wf&M(9_cZ5B?b* z%9!9W@FQSTanP%WkFw)VnZacsRUUX3QAl@OMZut>7)l@F0(-bh6j20#S{o3bCo`83 zrURtsv=>&`@gAN_NtP8f4o*ji0h+?XJsG33jPwGJr}$hm?S(u`+{(S&B=yL~ zFt#%UBwn9&h2o6te*f#o;=eYFjGjJ%xf5{l;zg82SU8|C()qpZxpU{Bd1j~>EVUkT zq44d;D|Ec}9EHzA!M1Y>JmACV!vbC8`_GZ$n5k04qwI$8?<`USf)yGSzO<7h$hd1Y zq&A(u2VThoi7r|APi?}u6b_eP6fAPEeE#R3e?oI@VE25vmgc$d!I+nzMGKUPTWhQHnGO)NMgmZH^t2Qv zhZxGD*)?3&=I#{`K<>>Nyj5Tn_{UVJ2k8?v%PQuoq^iIyTElFA4YBxKC?QC z{of)DGL+6D=bSeLf9{42L;pEK3?uw!3a|o(K+NzgsQA6g$;s&p1X;)R{~P`&5gq$x z3x@V?`7-9I9RkH7og12zI)G~IOIws_=&`jXDPn~G0mKU@Llubey4_Ja?HUBPfwp%K ztl4#HF-YU2nD_x%kqVYSE*mOWp~3*yLYqwB8EdvlC=m+a)L53gRmS`Vaw zoS5^^bQTt`I1pZ4O<5*pHYO*x{(>=eK$PR9sV-@Bmruya75WXqqE<#xILeL(AhnV{ z@hirh^_I64voJATM2P~1&ne)SSX*|JJn3(t8+T#9;F}VdWk$~x*s@u&vQRhRyb2g9w!QtzS1_uGAh)p=f^n$DUi@RSPRT z;AyWd7vWo~_Iv{F*go)}F zD2_#7>76j)cmm8scsN40p=1@M3yZAXXn>r%2Qx|q&ji|}%y2;K#K)tg62Uw#Zk@+e zN;>Zf+x*fb&(xwr5FeO(Oo~@>y~`jEW~ z{d3{N?2^gQfkTl+zT!MPeZYZ44>~t`n-YIzwX`o!O$&%zDhLXp~eyDlqbT2`s z78COY(nev3AGV9BmH7mr;tg`^pCPq#nVyC0(hDB0V;q-Bq7=j`!XR1EzjwVP77f43 zHiKXq3a0YCKge2^g`>~}%wr7t5NPUO_#co4I~?621MxQ~H(BQ?qp(A%7K$fhlFHyO zYN3MT_3`k-I>0^|&`_$4jH;B4;#N$CkhCL=x7wnlbNsY0#$5Hf#zXkH(|R{=worzU zk1fq|4K_M}F;xagTjO&rc*5!46Rk?Q>H**XHutPuzL=d2nBi!Rh2M-uHigC6)Q=26 ze%zDG1Fum+rpU_3JV9wXx{_XWi90oyKJACQ;cO9e%y9h)&cdJw{*MiLdr^e=Q%kZ+ zG+dE--V8X70uvFz3HptDJK|O4;FCn|KfNASB7mxMFC;7?=wYBrSM;+DI$R`f*v=;c z)E8E_`4q|qEZm{8qY^jHf{4j%|i+x?PD?5W%!OSF%C@f`c)59HiR|H5>j( zS!pS$$G|l^<=5{{($L$S?}7r18`m$DaKLK1n80w4c0q+E<`7Dr0gD=pf`yAT<$kwP zM3;UAXxP9fP*n~yY0(pLk5#ILmLJP5dA_}(fB-ys^YKJjNzb9)*8E&aIxpX;Ew$Vw zeRyrpu}kLb(aLZiEPEb7@)06k&9~usrDgfxv*B?Tp8b|~Z(;v|H&Os+(7E>+%vAm) z*r4rqu3R2O5T#k_ki9jZ-k@{d#AG2D3KK3}dJt)pW<^9qB%C}3w$}|{ycV1efK}In zd$b#2qpDQ5Prd7FOjtP7CZ&Ny_}oMpq+9oE1pE$m!_>K4owFGeh(c*9JO(Q@F5sOm z5F{b#c+*)0pfBt0rFVa9N(V!v8ZCek&V^FbvGtgFn=qtD2jCNg_{8jQqKoLWlZ{)|g%VeW*Z%FPK_ui!Al!;$PNupKqke7;>t zXG0Chqk9RA3~_P)hP0PCQh_*tl$Tfa+t#a3tNL%ply^YD^9_>R8c4b_9nkxWf|8;^ zL9!$kc_Rx46vVY6Ydtd@As=N0O~-jNfR}#UVWcj5Sztq++IoW2?@{gUGu3$#=@tqI zpfV9;%^HxmyzQ(K#491~J1aTJOV2NX>!L#0PIQDCEiY^3-J&!CSYK%6u~u0B(5G*_ z3$yHb9iV>?xL5UZFn6B!6zn_1I9<0OZjV4R&}B2of`WwP&DXv{z~4f<$+Q>fS&7rX zY)Jd-4)CJ#p<-g;zX+4J2`H>B@)8-_v;D{slsuQN!eT&`O2=8_hdaeA(=%!jMiUU= zR%(NwVEYC11riLNU_SiaW)W7A+f{JlSjhB-@|DXMhOnY%_o_iP!F(> z#9ni+1>wBY)32f+Bc;B4c(6+2*B`<*JAuJNMELy*j+dM*CR$TQSQEseE_oSPkna|N z+;H5%&<@@NftfSAt07e$c?iP`DQKI|fSpi{hT=CN#eYcE6@|@F^$|inIdecS+zso- zu^f0S2L4dM(FZ9;gKY3FT>7f?gJ3@Wo}bM!3gZg z*}D;YAksoo?yhW*Tlt6PC?nFb{xqGkHdY+?r z!5Y>)`n`mBFvrM*2%~ZYfbX-*LO>Zi0_0+kgF~+Ub!2lG`%ZR>-($2q^V}d>jD~X1 z3fdt6d%5b&LXbKj@9PXl&KoXG^NyvM*J47gwSf33F9XhbNMfGhz;9n(oz1dR$B5KSNmR23=+2#8<|NQ8(1p%ek_ zE<}Vv2nepAbMJ@5%$Yx6=A4;2C+DasmioTm_uhT?-uK>X8v2dEc)Ens4rVZO63<#^ zpAPGu0M_`1JOK5#GB$DPwM}t#2hC!lg;*CEi_5-+yL0b>jTysQ$ci;uj&7PD8n#GA zxkQy3%X=wZ6~mmx#+ip|!$IQkHsmZj2L}f^dU1n~gjY&N z5Fekh<$hlSZW?11F_!uvs>~Vy@|j3L?XT>bjFR=21FK4Z;~IND)+g`bk)4G}H~xKy zb%}UqrF|4oRi^8ypaEp3YA8osIpBOLl9(TBeif&O!6x+LX^O?ST*`;LyA(&<;?m(& znJD^3yfbfa&7Z!+@RPq-)v2^~b_NHdl8=R9hXbULuJbT5hxynfX{1c>5>@J($c zA(DqE%HF~jU|TfaWrO)=RrWd1f?n^R-d~R5F_F8zYiE9%hN*XgtOu@;0VwOAXFx9s z+fPA@x4#lUSwrH%J@!OqNEds=X81gxgS+rX9f@z8gn}3|IG*T%aMRHK8{_;(II;-@ z!$z1c2;roELYEY?P!FLF9{>ef@)+;L6t@@dfvh&Q+^ws_G9l~cnL)tUX`JM_OLvti z7=$x_eh1;?)4U>OJmcmQoDAORsb7BC>}iI+nN|T#llVbQT$h2_2R|cfO#();Iuu$v zA9X{5Uj3<-jcL_*&kSl-sItOdw1m>TAYtbZs!Lvw=Z5g83v@d;CCXOB;Q`p5kq-jO z0>$Q_&e#;Fa2sieVQqG+cUW!51x0P75yEZ#*iQfe7PS$;AXEMh1-O<9M zxiEbjMn|eB^Xb0xXMV|!&JV}UZLiylBTHTFc0UU15`}i){O$sJD-U~wJ=Ad+XE|@T z=8v`ASZVLA9O7OZ$P#3w`AXsRDdBZiggEHODWH&dz*E$(emb(!@-O$}xLQF`fDI1kf%skJ5&kPy4`0C?&khitAO?YKDG>1E1Y`DS zKFGZqh-kBCdm$Q9;j2cdOzrx4?8ht{|Mh;Im501O05s4ftA}tblvO^i0r?ixb8L+$ zl+Ob4>Tu$u=z$D0YKL|U)!l@1_C=1Tw^yC8zu!@RN>vFm`o%5LBmN8FPMVXCn- zWnZU-IY9wAIC=*lyXf)#>89cFg53j*iW8vj=3+%WW>QaJiNp7>@<4^32mrn&+cw<` zn~ip}3Un#ll>bYe)!sQ~$g~fDCW zsb^=PRBM1}cpL8sIPv3OmwR3(?85UAPqPL*85w{R`KZBafY5cJ(){vpa1l8ii0Yq` z!y!uG1X@x+_+>D=G(5hq{q!0@Em9KU9_M+1@h2llbBzV`6`<@Xa4R1>F+Wcqzw<)m zk?&uEr{O+_)5`NAL3Ex+MV=;J8qs@|G@rR}gITmxVeCG6c5yMiY_!98v;I_ta#IQ6 zzY4VowIAzCQ?#^LX-!zx_SuKTfz9XLgqCe);8>{AO@+z>yjvhuL*({VhQZ^5Wi(I1gMtCj2f!>W2Uy%*1r;~NbURp+jNls;7_E9**a`;+ zO5X4yXi8Hs$=TBzVm%EnqSYO{u${sr2@VI7JB63YEfjf3EI>nlNLYFpB*}x{etPr3 z1LrkA91mwf2wrnp((+peUFKo*SoM^F8q72i-Uc!*#l#a(${WmR0vO79WGq|^-kI%% zDgOhfDo69e%78?jk930kc+1f(#DW8vDHe%ZZvzK&-&F`6X@k4bqp_w^)xBGZuFQU}`v83?+7pF$HZ+vSkM&#sErKh{<0TiH$s(&IHfm&F|il3yV zzTU?MZYA#t94~5ksMw3wetb)0XqZIG5VF{G0Lty@-iG)WNGEgYLU{nJHIqJrA}cre za0XC|W7yV_8GxVL%2ED>dqlXedU$i6^JOX^leDy&bMq))5@wbl97y+{nDWgwOAONA zh20k-UQ_?oY8kyjlwE~OB2=d@Z_(^de-Sxp%5pE)dq)rq}s|bpV8nUNMcL0QC z*DjgPj>+TJEnyBb%Pxd}X}N-B+*0@&rh*$U;`h_(CSQA%wkPasLm$z`rU&8Tc~*N% zKwo$#7!=0>@qZqNw`x+f8hLc3GKr~-1Y>q5Le4^3lBSw`_Q}|_x|$Hn&0GwU{sqlhwr+0TDedkSy>jXhaEv;u%%-Ix~WMOMV)Of(Iq zQ0v~^hG&Q){gEf;8G-efYV7ZjH{mt?9>jA(75O^yH{^K2gT_YU55f&TcHEj?0Fd8i zZjP8&jUfJ5PylH$zjYcm6cyPda8o}NE*J|p9b~t-W^wjxx|#%C7*3t!YbLll9Wc7Y zkcmf1^4y<7N5H@V49Ouj)~?Tg!6+GOT$_nSVa-aLy>q}> zoMGjz1wfY9Fi1E7zazdw0;*i2H&*_37A&uz(0*H zvF?#+R5jhGW<#?z43EOI8O$v0>;ng}umzTT3V6u%n@d5eb)-s<#jVD&4yN%3xQnix zTbr@1^=lP<2qHD2dK+As`S8vyEP6sFg`8g-N}VE?peUfiIB7^O#14nU3Eh@K-7EDOP-Oj)RVT3?SFe~gFz!7z9ttXX5OTTrf3uG$F)W?fG z%&RKFo^f|;K`l2`2samg6led@*jR|~hTP22SOs`MogOkuWmC>J_t$5byr*8=4{K<5 zd#!&Ds7zYk%tJy#{90&;hBG!dd?m>Wu!jal7mQ}BXp6%MGXrk1uES{ZG_IbIZuPA~ z8E8S<1ir}vgI1`lvhvNIQG8&s{!z&IhI8uTx5XuubphOyU}z?b&7OiiVbVAvmcWz8 zn>Pc+(AvPK^vm&Sm!`+ZG9b?g`}Konr4D2iLMOSyb!_V(nVqrjh}l~ACkrvCs|2U& zWUXQ4$Y9Csj09QUG8ma|BNb34mXC1V?V*Tkerw(P0DM(Q>X%$*E>2O_=-`$NcN zMV%Xh5BKcIL=E25K4mwhv)^#4W&=$3E~m&pI#};9#X(n3T8A4Xx4D||QGbu4*{8vz zZIORu=ZS}W9gN-{gz+f}x5psAo~wLOG+z|yLnbH9TVxA_;{^6xX44}(SfcgKbG0rX*y8(&gTK%^wL!Ren?4$^#NS`_E0hAdE~P7<;+*QBu*`EX zgD%3%hQbr**DaTh6nSwy=n_nk8wruLP^yL<|JXq2V(y`&gSC5TD~yW( zRjebMDIrPQ>w%f{lbekj{QNjB(K_;{(Jv!2YD@vP&%S12y^)<|qY(I7WZY1mp zw9_gIXf)UVcY%oUNg0N$tinx|M}4PB1C9l#5UF@x#$Z`_xw4}t49-^j7SutK&xLgy z8hiA|+YP_dUw$S z#wExUjXJHs7#`Wh{$8Ls;Zc$}yH7}$SqD4O?m!Db-ft$tnV9AH zhci*R{i(~9ZUnuo0-cDf-%A4N{ZQLRYH9++DvIkNbL}-g1C?Fr|E<<=Z_8roBj6R! zqxWQYQItwV@<4kh^VFQHh!lzfW*io_rZvTLv~Ki+xFu5RY4fnT(U0Sl-?$ldij4y4 z8ud*$*B4s*h}&N-m`hz>yQp$WxRvD{lqp#SNccD<$mVkU7SwA_>P}_Rbv#t*##o>+ zx^Ub5(>JP-H`S9qbT34Xv3C|no)jwe9baWU=UXyt21F(9>1bR~+#!^W!+8=YVpBj+IB3Q{MzZ!1n}YjafT z+PioJeQapvCe+F2nBip@2n{&D8UomD`h2}X>b!d@BMeS8DO4&p@{?Ck8)uazPA z!+>)*meiVj1Xyx6o)9x6RHn@&sy#H_VB47vIiTasi?~l3ZAOlR1Jy$UwMN}tl5v~zl3A+`*>B29bEWxzJxSRAq?K4)86Dz+#o!{8E- zmAiV{;OSdQe=-%UL^ZF7Enq5JwsxP3FTXrfcsOplJkK^V+o20JEOiPcZ+zx=-+fnqM;xAAnN^Ba<0?2fu@PY3ymd)HzjFv+sbv+S z!-E8|VE688baoWyZ5PZQ5du3r%X9om*Dy{|uPD#kgpEoH2Z{LHdK*5=SZ$5f%@MAN zeHr&z%p#)bVw0730IK8xkaUhKwwsMTx%SRL6Dh5OqPg3}!_Li?;^EETe3By7SA{RM z!GRE(gy@DxW|x)Ub&q0084(d!_!2T=+!I(A=39<)=o2$`rDq*^{>w?4(|bUHl%t6= zdv~V~ZKe*AW}Qy|OxQli{s@qPa+@1iwS4ul)0QYTWO?_=o6yIA3a@iQS8mU!83K9e zlWq6$LmNY7@!JtD*KYr?CkLS1`7(=`MMaL{(fGQYHzif-W4TCgiw?t@$fZ%RSS?Ay zv@F7zqHwx9sZa+%u}|*PcG@5g{6ZWk7Y@m<>&N*84Sxkl+2q<3Z-hV zr`6Zyit(QUtcLL+wRt~}Ec z>PicTEhv5bltZ|<-q0)SVoCvf65mNO5x)7=fRh&s4yWPXvy4jaS%Mxhgkzu*)QeRJ zeJP;DH5oOQ_&2>P?}g^*8C1veMLEQ(4TX2k23JxsA0J)`a{%<;T8>*R4AFQF0u^nQFzFs5hNLNY; z1_wF=5%`j8u~%47{?z%(KD}|H$@GXCs_> z2?hyVedrm-!?Mq2eT%d_0{--p&!)9vGz9{z*Na>mqs!+o>hR#m1K3D%>#A@e{}5-2 zLXnV!=5H~{+iEm}?$3_(_a$YCn(QCR;7g?XOTGdzTVYS9ko-_2*=^`bM)F=-18$7m zT2}W?;ezZ#q1L!{bLGAG6mEu*5;r(GM0zjVf(T=w?^3iGhoJ^J@vxYkzSUq!ihnUO zTnNAxsuTb;@w<3BsVN-sH%niWTZ)d=t##Rb;3h(cV*idZxVa2Ay9u9R&$@A_y2Hf} zno)9`1I^xTV1L4c?(?+6J{{`(clkHx&YiQi`hYBM-ZjB;jq)-MZKX}~zrs1rvUi5y zmtyjiUJ}&q&OR_^#=*L{gd*H)q@8Fyqco*ge;EZO8)FM<;R-~%!UDovwT~^1I&80} ztGX_MKDPFuUct6ph23MqDVnk64i&Q}%s5cZW;*&@MOanzWU`QHdRC(_pt%X$EhL#Z zq0J0=M_CqR9=+x)op^FZ*>H(S>(m(>qH6G|4%yJ@@%qCer>1N0o=u~%O47myk-qXT z-Y|U^6pedk1opblq|Je+JAnpKM)*$6AU%?k${`qeoaI$nL@rEEP5`VONUuqB#=w76 z&=if3p6EHEnlb>O?vs2RFchPsT@CZEBi9P3B5P1!H{iZ&eqj3_KoSY0py-ZexM4uH zb8~YGOeZ7E21K9aixAV8sZE}a+?Crrs-v}wr?$`E0%d|sL`WnmHyuo=Y%IJjRBHY5{e7kPk#Z6j6EWVc2feN0x+BUlbEfAQDX zWzACI%I|oT^Bh!bALYRW!jW6Q>`m*g(6Ir)OF%M&+KBiF8kL~9kpyJ_A6u_^-Mdy) z8wg?%aP&kJSl)gu03L3g>DOh8QGu6$QB#5IjZea=KSWJItim(7hF%{UhM=E5K&DdR z#3T`L;=>(iwnQrhn?yW%3g}vYfSW054-Z1C9icjX#$N1bq@)Ed{4Hhx2)@Wai&ZFe z;{dFe(Ib*Iw_DtV`jAU!z2tet@eBinTj6NpdBqaM551^-<4G{5>j~e66fV_Ks39-0 z53~y3%CV!f{j;B5A7Ff0Gc(4)rTFs!RS6m~1sb0>FdrY%5;cRhXDgc?V8J}z1U@=X ziw*2~9>En|U@6kfrW+M8Y_et_A)zFi=S;X*RjaWF%{-#9J}&RBRKAU9 zU|vYx-`E!K%{L-h&X;dRvk>vRgKH$^38d=aZ~H|hs3X~^-@#H@e1EVKO)(|D@TjWjJSWk1|jL&^G4; zA;o6eW%@i$Y=Q_~LwT39Zz6_NPCn1rOx*#+k?*%DHyDM%)lvdCPTfvcA31duS1}7E zOyMs}1FxB*%uX@&q_>qzjq%e;mHnIXSj+$#7$E(JQ{@4JgXbzW#C#qQ4WEzRF?-m1ChcWJst|DjqLC2 zzhWc+*hM9uL2bz>RV2tZ-mcLbe zi_jh2 z>^W!7DZ_d=S3bX(QdhZ)G&{|2O{Q#!pmVYhhO&d`xPlX-$g<8KIFXGqi7+(3%gdCd zRO8NKj;y8-#<+7^{g>iL_QFcxcE=7Y4PPa*_c-Q~-9Ia0-B1#Xn;|n)n7R06)>jNIrlSJ+$krx;{`g zwDdIq{~ucT7(_`NiygQ!*gTkZyp-Y`haLQNdca%c%Wrj}of3yFp1s0Qg=cU*F^@40 za3*E?>dCI=pZ>e{{^=s-R+{+c+8&z9w9My>u@XNdihWjHb*|{-V<$J_`9#Fh-H47x ztSWeSsc7Kj>yQRfl-^3MD?CIiHJYgGO=H;ALPFo?^)c+-^Wr!ua#o~owHICU1}e~@ z`Ua$5RXCmX-VP^1(@>!+fD;+}(XjjeL-3|mb1}~Mckh#=;>ffy*N8^W_c*_7pDw69 zhOhapHT%R!8$xRq*elCHyT9^HjZ=;;W%g$vpo6p&g3QtqreKf^ryte z(t}EMjh)}OmM;>H#m_pC<5Q6&QN(rVSZnM~zxP_O+O>&CPisIYhw%l)&JOX~NIGDS0j! zub)Xyy8%NFe;(=c1G+d2GhH3e7?(VEv-JWlS$^3G`%pBj|MB(nH-fMKkN>3q>iBJW z_OJif{FqOV$E=vl&p!2L@T$1=1.21.0 +matplotlib>=3.5.0 +scipy>=1.7.0 + +# Enhanced user interface (CLI) +keyboard>=0.13.5 + +# Streamlit Web App +streamlit>=1.29.0 +plotly>=5.18.0 + +# Audio format support (MP3, FLAC) +pydub>=0.25.1 + +# Development dependencies (optional) +# pytest>=6.0.0 +# black>=21.0.0 +# flake8>=3.9.0 diff --git a/sound_analysis/__pycache__/analyzer.cpython-312.pyc b/sound_analysis/__pycache__/analyzer.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..1d4de7cd2ca1bef02da6d7425fdee566cfd11002 GIT binary patch literal 6081 zcmb_gU2Gf25x(Q`=lFA!EXopXQS#}}A|09jjU~&n6G^tDB(|GaNt~!o2}*aeDf36U zJK7RUrf!-bj1e?8TEGfo!_1RaI1dV%wg%FNzCnA9Os~*eBSY!Q(8Sm{Rdx+Vk$N6O+n)lB~as(KntcQ zJx-ISY1~Af%(z)#1as69vyNM1wsBjG9cN?qaXU=`-4b=goa4@zYupv%#yOx_-=N0b zf(_~#frYwOa0vD{=<#)Prhqeb*fEw!#sz*L9*)k*5xLk%iIT%Hl#oO|Y|y8Y@ku3; zh|By`LgHtn#H1+8k@!je_`r+&R3s|OLB}_^grnckPzTJq<81hh7*Y};VM2FT+94?> z>otO?h?5GiLQ*(>QqnK58n*m;iJqa;^t7dlS!!M{J%Nj( zKUAu?_J>&TTE%rfnk$$tn=_`gNnkdB5IoKJOhFH5Tl$MME7AnpX+K3tCV`F9f*rUH z!lkDjB2M8w;|9$NxlrD)EMuAQ(0%U)6DhKj=fJ^F&XXGX~C6YUSrPE zXQ^4{W$G*);8I;9qQXyv<;Wx-iQ_j5qrLFqi9}N2!(}@O>LzId%)=>%V>3|^zP}>s zoRUz&(NK{j>+IyIa6B$XW!+VhIvWv`Qxd8y;o5XoNJ2*#UqZDd{KmTZNFtultz(KP zi3#0R8Y864&4{VyLy`n`D~VyD+GvTUef-gYT{okN>gL3Z7}s4VMP&+XOeD%V;4MyG zK_6^aw1YQPkZ7k{CZh>i)a{36C&d}mO=o09f~DHgrb9Df<&t@^|ofc&? zsLn%quz#rU#85&IPdq!PoJz#E635(n9JJbMc;^WjowaQ0Cy331vj%78bPjYu2NFYM z_uFAu+%EYOsLoL<=5>}qdbzIQQs81>{;8ajuj|g*R;-k-{Z`X9t!Z1nX-A>C<5u%F zt$AC%c}Ky!>6W)!^LFRG!2-zmwrjradEd@Ec1x`zYhH0vK0a5YHEmzqeS_0>4Qoxq zS#x$=W4(pI)`e*;u=mDu{|p>>@64y8K>vlt`o3ao-sRrr-l-|nc(TrKZ#(PnQZ(x1 zZd5n+{FS*e@QHPCR`ouacMquSz;`PQav#WE(Es&8X3$FAwAu$BV{X{Zni*s zZC}s*r=ug6egmH^Rgp{}F@KKnUOeCkKL`kwOaQWFaMuxf@XV3%63y$LJ)fW;7nF-d2o@YxW~ zsXM|+Ap++hw52W-YK2NhdqKx1MQXz?ZdAAE#6&m<#154G7gXrPKFj_!e7LdYR>Kyp zVN1TDJL@E#yG8SE$$PuAT*0&PmZwYebmcvPEDQc#-*n5iPYJ#@4q-ziMpFwdOi<&*eI_#;)vW*^fbNLu;XF zbHUrW;MBak3SOQ>hZV|VcYJ%_O}W;ihwmp2zVqW8T(7Pvl2os3BN$VR&dA^IDC2M)jjX+$@%k5kLByT&mCE= zZ&;HI(#J0zzkKZKi|@Ud8_hRw&94uhI|{?Nz4L6IYdtr-%r(uA=DAL2)wImd=4<@t zM!`ikb`>^kE^PD{>b&@?_ub)aF6#u#weDtK+8m0wcdSYM@tkdT~(uSakJphxZuxKzzzn_v<)p-2wX9xUDr!~ z1*@-sAe2FgEg->NFC7@Gtm!dh-H?tkX)}DM?#m2;S%^kR0hraAaaVnxtqOtj(rC6lh{5+s%R-DD# zmBeX+ol_h^m}m*XnfS?6ZKt~{UPJSzoi6_dW-0(71xpzsTfjYjv{AR@%40{q< z;ohd0?2_!(PSQ~VfnC+7adIOJ@%5E=_##Fx9@w}H%##73yQOvzkP!WngIhNxWZg{i zXBI9PMA%(Xx6DX@$aOXrJ}n9n2`&v}1SjIGqMN4^k+_5hnuH*`3a-}>xUM_oQ;D-7 zygwp043IOIc1t>l@(2`)*n>cNl2i->O=nR-GP|?XAp}$Fc2p`v=$w&{6x03Ms;woI zBJ@YIErAx}Q3Nj=Aj!c^4;fop&h@1ipwG|YFTVv*?i}O-hiFUv?fTYS0Dw!@ejgA` zdv0&OerwiV@c8D(HIF~b78*9?IISTFX+fC=lHTrx(R}0MSr@bc@bp~lx#elsJngxs z@}6Lp1*+Yxy1SNG|1!&EPrXwEj|*V+Ew^{!6|H^WjRCdoz>P`O zJ-EaUl{mc%L%HB0tGf3tv3)=*xSQuA3l6Pim)g90ad2_&(-y7gS#{5I>T}0b*VuiA zw!c8%#!)+RFE9K`>wMx@Vn>Wo*W%rQ6scj^wN9<;S#tIMyQZno(sjYPTw8a^dC@ul%wosq zwLQzema8N0jok8eYrgJ_`qUk#(Gi|=- wqG-n#l=BO!?n~-uo;vy^bxfm<-L-n?LHcfY3%&pDAnl>8_q#`Ex}J>uKZ)EQ{eF*B9YqA;Drf?ho@J zLFW8~U^pU;`4uh@36BesEJniHxnVJ+2okVt=YW*+^W*+-K;XG(v9C7EKr9-KNQ%t8 z?0soF*LP}fp0?+Nx0B0vDYsef;}rILXw@K#!LUCBCF6vD9QqfaXd@C12*EKSteoiy z=n4~#nGyc=@c&Q;=~YU>I`YU>37Gy1`zcDYDo8;dUU!4emoC!^Td1T)4O*#`^ZEpR zletkC>ltcVm(Y!xOYK@IL5*6qaw)%2C~Bk86mZ*0?OJJC&$IZaje}c&$lVHZ>n`aB z@Xc@m-|7^n#x+`{l}h;~y*Ab~6W#+{M#5EJ##K|I)=HQ3yy>P{8yz^^UqoLT<%{Nz ze{}xX1Y2L1ipxUmGDO ziKeRUWx9%bN*YfKN=ypN?c6E9GJ;(w!WbyFUz*By1|1W+IMW828-Ff3#m9y?QRXD! zVoa1k0?>BU|D8nj<-A#F<9frg;tz$m2~ino=b~bi6ALw@haQhkHSj`6Py{dzvEgBH zvLA*Ri|&oHZNnjdKxHsR(~-9(svd{0@0KJOE^n+9G-~Ag+c{6Q>O6I>>&0U}?@Qj^ z6W(Jdx>aj0eu+X@R1{^UDd3NMSWs88dFq9vFIZmvE(aN3sy&B3X(WW1Eil<~zJ}+aP&#%3bQG8`qK02kk3Ulqt zH!2Yytb^17BcYC|Hsk!%~b2(G>oO9N>V82`6macEh)bGlgcIO(J-(GiZ-HhWima;rgKQJ}19XV^m z!b^9o8&_&Kq-+}=7${pKdB5l4?z%i_muIOh<2pFoowKi9n7Cu#OzO9$U0at9-`<>c z_0D#Gf|U81jH`X78^m$c-LK^AyFY5ot!sTdaxF4*@-sc<=%Ha4vt!OS zYn%5iy*Ojbn)U*d**a&QHP5$YO&eC6>r$q5pFM+8rp&#cf3^v^QuglO{K`ey+@Dem z+wqCjKDU2%|J>o(!wYR$tLL80G1oiWJ0H&4TJAa4q#F0UzjyiKkM=FMrs|)~I1Z&u zhkoC@A3N+_4f-Fi-3{dr?QB<_@xunTtJ(PB zIwRJ!n7a?_KWy__yASIB@gNH?0S&uAcN89iy+UEIZwJvRzH4^SRMe3LgC4NY-=E)<#A5%tS5cPyp=UYP)W94TOzw)-gg zePmPhK-Y6!r?NxJR1~ZYZudy=IxC?ls$qyQgO&s6!G9o-2_eg4cHOL+V8;t+g;cBT zAB%$0N`5dF)<8^&3=jK;!4j%$MB)WWHHN3aD$0sl9Y$Cc65|5z%hRd!kV^aW;|O3k zWdt2WRWXq^p)f8#ewq&i#_vKi0pBGZf~Icxm;I0=sTD`Vf_FBOd@fhNaWR;#-;rY6 zE5`Z-?;Yb)Ip>-g=O@v)0ZXnLV;_;O)cL4ri=eQ_R+fFbMUPHV~Yw|1UOBi?)GA#Nf#9+(FV7m{mW$CFIn5>*(1R{K*%Gjm8(O%?l0!<)QscC#>}!fH0>}fqQql$Cj0Q=JM5c00 zs^C5*%*Bz=AvJtcPq-{WYTBBx@L&NNsV?eOuuju9_)cTOhV6vL&X=F)6`V}aQ9`}i zZ^f11O>yX7lL^0l+L5qUatsspgo8JKujmwkb9aWJ5>~(fmiV{@6{iclhk(K*659F8-4gf}g=*5U%8jFO*0E8ouha?53hXV`&hcy=&=30wP+qp4+Ff1xD zUhwfl9!>$&E)pZmA?n@7+?84*D3mHzv`h3CEtzAyNbCPB=su?1^9XM?B=rSW-RNHors`&W_#xPXZydmcR~K{ zfyEaVUwh}(jBRhS`(9PeRl^m-y!@xuWG}#XcjJQhN^i0+XRDsyk+yNk?p#&F!j5!R zYqA%xe8c*?^`3OSXUX$-$Nr(`Z+dPY%pB@VojQ{~bS7K>Vw!O$yJy-z0ZaMJH{$az zT)vcZR?nEB+cn%Go37iOJbBN(=IY>;!9{1rz3Ydr66tq+WpWBY?D@H0}3D}T%*KGB}y zF+T$}`D30KjCH)OOhwB%3Y-uVqj=&9Jg%H1PQ{X5On8tdC{$UbA}uD;LQk0?E@df{ ztx&cV%JwOT#~J@mqH~@8P#_ip;LOQU0m25Lbj1CHxB$nC!^41y!wLtUx#%y`R4?rJ zcEXQ434M40z;{d%d;uXOi!lgXpeJ9b#J)Q7^`OxZDDaEY&IuS(@)Y~P5n^NQ+!kot zvYp#Pnz0}&f)K(21OUcFP$Db`Ljc6L5N48S;gVu^15bR+*iMJ zJfIlHr{>~O2sofr;%hLQd6J*hKqV1DJPw|mIxx6AX+8940__xNhe?x zR7SoiDPU!4D@+Y2Bl%Vtmt4aa^#N@id}JMbkzpTM2Pp(p3-B)oAxTmX>L`FUIliG_=)jr(rZr8gc)uRoGmb2RNdnlc^DnVs|d@0c4`oVD|TRMXCM-OjXg zXUeowYsfikvDkjc4DJajA~_USoHb8k)gp@cV~`q9L;(?0_C?`**OkJRfMIpGJ#Q3v zc->9ChCAUrhb>OF<&LsGD+P$zGVD)nEka;Ze(mY(9)PfMJ5m8i5$3i!r~HFZm~wNJJUIT1685;b2I}8zr=g zc<>Uu)6Vs1MYM#+<76Nt;bR~yh|w~7}h8tGfDDK;TeG7O^dG(1_G~o09Kg**hC{@ zSOFskGeZ1vh!vAbQB87TN+7UXm=H8u@T?#tV<$vj84-Vb2`r^0Zz)X>qm`rnfS~HJ zPd)Uh>Y^e6T2d4kB?KYTE=W`sD0c6Ikgd76F4FVZVA3Ws@A;XFU#`+1CK9U_!a_QD zBp{oIKWl=8jpHkB91N%m5=ct@2>xX^Y%xGVO&E2w&RXZa^ONt^F21sSAl>q8X2T%} z=a~AE-W6lje9s+Y<2`5f-1zMHy#IU6Z?{})xgsul(skRG{9uJM&Rw%i&RjD;a>u+5 zLqF5A(+e-WTl1d#9rv|!OAYC#_AI}UerjLFxj#=gddJKaLqzZHdGDEbp1C%)bTGaC z>19AH2QtostD?KD&pNwinNNPNWHSr^CR^3KCv9Du?1FObng#cj?RTp;r>i%=E4?@Q z&Sa)~SMvE4t9$;nl(jjoG^G^G0w0+O0d!DT%_YAIyloLr>9vR9HgV=^aZ}+f`Kuw82&M6 zOMoW2(j6|Z50)=eWg3QOgJn+U@94>Z$1b|XtDrRjtr=-~%XgVo&|86?IMS=2wF9kV zm2x!6Ima?Ob`Ds#h_WHLIG-TJR7M)Ka{ARr6B^^lQEZeLc`O5cF2v^~k3W?(0U&Zd*P}WxkIQXUdYA)-mQsAm6*D80( z#@nK+&VdS-?nRr9t#JPfM!aOZ`{VT; z9UWXx?}=`%x4-A)=|1n7-jn?tRH`QU#SVsGrd0MNyo!!j<&hY78sTQ^@wkUzkGQRf zjvG$*4UkG{ zOvXw>pMMhHP5cmCo`r*O4F}<@d<**jzz!}qzSne3!PPs!>C;HYwerV2s-4f*dI4%-+?6Io) zfIKd}0kf%^2FR-Qo>UFw*8vh-1mdp*q{sw8loA9@;dT+^R+%yA6|ebu3H=NNj^uJ* z3=c;YFf zNj?_}THQAH1lY@J~kg=~%_5jXet#6%t<7CRcGv(TqWp?A~ z4e#@Vi)&IYPnOwQs7SfDEHx~5q&?o0>sXfQ)absxWM1ByZtb`gNNqWma&={yZmnr> zv0qwS4s@3`y#bsxD^U;*cn`Mq^wJ^|{G7-0> zT-&qE4z2aa zrg*x!{nmkWbJy*G)P~-a>uXu&L^9(HRm(p!7r_R2T+HpSR`g)e} zX+1pl8GBQ%r?bp6TI&;^;d^)Jz2SF;m(FH3KQ?#2vnAzjx!L@KE!Vd!w`R6Jd#f|$ zftf5{Cg07PAJkp1TQ+4p2XAdmwZilt%`)B3KkK!j*qmLPecr)m0^I+kW0Iw;!mG3ET2GJj0f{G6))Io0&Qz|c)UXPR?$jmeXr zTDH+056{yUdfUTBk~pEXX%p>!*iYBfwGa1gpf`ScoHo-n59?d$r~d1K-$0paKc#58 gDOb1l@<|-4>2n!%e$nK$P#;)~UYGuZS{l;-0rz9=a{vGU literal 0 HcmV?d00001 diff --git a/sound_analysis/__pycache__/plotly_viz.cpython-312.pyc b/sound_analysis/__pycache__/plotly_viz.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..a6365ae9f1c5219adccea4834f702abe840fef09 GIT binary patch literal 12668 zcmdT~du&_RdB1#9e2SDvy=?i~a$?ce`&HR-oZ6BVIdxpea-77ot5Q5y(v>KZIhV98 zhC)?zLv5sJq&Ar8*4fmoLv2XIR3JbDv>Uv&D^d&t#7aP!I~6O|0iFI+Vqs{F0p0hV zdoOtYvH(GxIY?^%+;G)J4v{)|x=91s2Tu<y^R)BF`tN`<3hI-G=P zi64zqekh)b5&o6%4S_!mIj1F2ayTxgMxtVb>l6_H~6Wp&$ z&PA(|Lz@KyXXKz|zgDjJBvr+Fi7R9JHb>m=m~?TTC9hV?Qn}WOF5Rc=jVcjH#m=~; z%0+c;bS2An<{}l_N(OLj#gZg=-;}J>dj4I**9`_3(-0S`PXExsgX^OLe0Y2~wr#iH z1mOUpVv5HPu!Uu0-q3jbro@NgYZa3zBJlVL@=0+@;G6lBB#fq_Ou~o+ww^dT4g2l{ zE7#0lrm%HHh=$@IeZt8k>_R>=9!3EJ8%j!oNKx~ijolEU@r1xjqF z>Wy0`TDnGOq?04`R3R1Pr%yDsw2jW31j#_dr%tviPuQ%6Te1OmI&M7KjBU#1Sa=Gy zF58dVPJUuKIdbZW`DE+JsSW(_9vUdF0(1yBC_Mz;6A$)*Z&YNK6r%VMUk+JhOHxcm z1-T4mlOhM~63jajRra(%wq|xqR>>BkYN}nq}hf51YkjAGZ7;oZTdcc{_~fHWOph-;5!+P zhNt7Hr0hL^`nAu$e0jM4?7-=l&tDz_A#B&a8QCe}2OZZkF5fb1u(Y&)j)t?)7ZrlIg+V zqI=ERGuyvu<@{B%FRa@fw|l=bGnf9k?cloCKiB)_%z`85J$l=m_g2gg%#pc)I~jPX zsJl0iCE0;oMZ<0Te>q%lh3E|rL*}h+x137bGlk-`u>mGl$AuD8GS?FJ> z4!vi7|ImBxHP0!C&ifCo2lr*K%*XP98u(wYer-5fuP1%vHdTfy!?IY5-JNBzmPlWkO$4%~^z& z8PlhfF2GTt5gklqOp7W+0dyJC01BFLoiXd6t^}AAOU_sTmW&8q2v8XY1^`VKHDngeNDrdW^6^c%Gk6NqJZehl4({3qIO+xJUg0% z*NjbOI8%iIKtryWik(M(yUY@%vMBE0HKSMN@RxwR=o zI9aEq0wp#qxwSPzVhr%8u9ntM12@JI-@AqxN5(+>*ykB%#?jBc<%$@`xQOvOtjUZk ziU>76OQ@B$e8zwRUFQFsg%Ep5jy2+d#$$ z&>jS6FOHyUsamUHsYV+~F})ZfwYqR!sZwMg*-z@>OLlAY%8q0ECjmaK@AIz-W)K(U!5%dUSQ^MoSt=2zppg zjuQXUF|9YGi8PZI(n{J$JLv$WtCMuWubcFM()F38-bGd615#8r1aoO%^LcZ3$a9km z9Z&z81EEQyO#CPnUQY?J$TTk{gh-O66u!hu$?2#-_^3Du8di#gBcMzjk@$f^b`8LG zF{`QYSWID7VvHwe_#2>c6-vcpe3*~M$9O3cjtWZI7sJWOxFG49A)*Az#58|XOpf!B zs1T-D6OyjMG#?F*2vJbha2y*bN*R;dz|H@gAO6EHKKzf&zdyUN0yDqy-ykFaoPpYe z3>5TajvfI|wk6|8Jf_oCOhan#>}}$^I-B^8j-DpIt))8zid*lQjx%RFXbAIL&I>^1 z(rrM87};tcoq>KJFG9+NJgWtx$eA5X>!F=CVWZ9HVe_(iRE$RDGV~S7(~3!L=(U3v zveQ>FjFM=Bp!WfI;uZ{&{uw4*#kkub@HUV}dRmVQm^(n;V*F=Yv# zJ%k!pGb(i_+B*`ro?-2tXz1~AdXrIkPVKWMUQpn zc?=C=Nzfpqq%z_c;63D}=P~U?^pMNb6nL@)o08KJWRvF1RzRQMDpywlMw2_QRIISodbdC;T`FfR0V=*T2 zhBb+&uoQ#)m2CRY~MQY?14K2Z(X=^;eKaU z`gZTaOABv&=lZIvbN1|dx&N+p-a03J(>Z$%sCS??dwTxd?2CDqZ>~A#;%Cq1%WJaD zx$;JqTp7G?{A>F?`$Elw*Z%(c!|RK~xq~O)Pvs8wuU4PURh*qYzh&j@&f6zfZPnSX zpW6n!9hzzp-%gJ^v4?zF+lz-D>;UN0YhsmsVc=!dlhv zZI_P0LvJj0J%{(^9YNsmd3P}HKL$)bTlT=W=01i|!NDzG8It%ii|ylT&i~Bp3wdvC z_N6;tnjQRb|B+SS@q1UZh6nA-_QhwvaWH#z_JtMSap-D!<=bb0-@m?aaJBOAs`shc zLC_l%`i~U9A~=_t8(Z0bW5suK-51DqyuE+RVgi0|2Y$cq53cO%{L$e@XMWVY<{!-a zg85)G>H@*4eBi)`pL=;VaOGzw9)%a$7n1MxW_?*xwsT%wKE0g${`1Sn-|t^(Kb;Gn z{@_F|aAiGElcjH8U#|${Y8+59hMX7GR7Qgg1O_Ja=BxzE&Y zQ*iLZN4fRb1>djUYDNr6jAyQ>#1JFWFpd0xN>fl;CJ<3}xD1yuWK040`Y@F8WmF&ih>d{fkJVITU6g?>>2w6O2i#5Su9<` z!UakW(sx@D?I+BkReQ;yjhQ%?TqW&g_6ZcSI~-8qVm)p~sy#rei*cw1AR7U<|}N6 zUvDRUXuxPL$U&9)#lbv2wTsPx(MCt#01}d5|KbG(3{uf{rj&cRU_Lv+8e}H3$Rt?2 z_=E@~4{c?D#F~xlT+zg)YXhuODKI31xkar*Gyh{XAhLzXcZ7ZkW3$h%*B|~xeOs=+EpIQ+JA?W1s=TinfO+3m zndN{rXRe$5+*}}Q+AQZhwoadny)(_4DV?IbNyi^up%nz%wiRlZ%49+7n~1Hf5*KVY+3QQZrRLU$473c6b25a zuPO*_?qeuIUxr!Ph72er88ZA2OqCuPN}0Y;(igD+umcn+#qEV1OD0VMT?2VGV}kP* z^QT~enOJsVfkh|HKM4!08S9^b1*VL8u340|$%2$8Whjr?`H3o#@!WICv)il#rzzHn zf*jXo2FmU$)=Rt$9m=<%gKx>dsG&ne33PyyR9%09tUqX`!EFgnS9?u~e6`vNkh&5W zUk_E+|$tr$`?RPk8?HAx^1I|lJ9+o6fuJIr!lT;i@p=jpA5gM0@nmugm zy&&LhOrT@apuDTcw79{W`3rGT5_D%L%Hggm@%!Rai7;jIo}Id)q!(gi$#Dfa=pC4m z4V)Pefp5ZtqKu(mM-SyX)AH$c2&w8NsP*l=9iZU1gV)y58Dd8bV~_#dZ=X}NeAC6D z{&Z2RRS#BFU0*NU3+jF=Nd4_+D|8qt+*@@2C8my}hw}UKL$jhEO<>G%^ibzbSFxpO z)d_TR2AT?~M)5$C>B&%tw?IGDycCOJEr&^{mT=$d62Zz@# z4y|0iwtDgU%J3I+7r(eV5MHYq$(bubBv*jS^2Z8fCXH34=BRQ!aVuBdxNKT;cjevw zeDF$9v)K%8JD%`-ifjgrq<8=U$N@@&i=9gx(?v6h?1QR6p#X_o2cb=V4~dM+&m{7F zkT?Hd4XB)=*z*@1+4?*j=PikLMys2&{Dmrg@H15VA&a2v&%u@z3=QHmGeElDTL zBy$rur#sxD`p)zR)Q@&JU1>DB>~NqxSU`IKYn$SVXVApXj6!RqG-4Ff5i!u_$sAD-!?;vcK#XF}>fQNB4XFj)p-#(9_5p4ba80K> z)Te*E9XAr=VG!I@kP>hgN7w@|SRSDIQDK|;cQ1&zsMe{_era4x?1YN}F$xE|d*Q{9 zf)a3<2XDt9Zh$RNgu`AOb-m=cJ&Alu+3$|NWV6vY|S8)zehfHb3G z$IiQDTO3ZD0UKot>t_mubU`@ph6x;tsu=)y{PXe-h|sG5icuJE!$2R3X5c>*K*PM(4u--oO|U`!GiM-=q<2lrZ0r6?danQHwrV^k?|w6#y`1wNgp={|!2D>|JU2S;zHQm|@`>7k7tCwx z-irHAFVy8~o0m_&FRgj|n2GJuo=SrEPX(feA`s;(sX4#3K~KNCi~Mggo0ExW{eXBs}ZY*c}06gX-g956a`CB5|wf0h!JIK$rN_; zikO!y8rm#bwUBaC5o|i835t%u6jEGZ<-!mO zRz|gfwKM733K3)9x`%G#IoZ{((=XCpr?p`#5>~m%1T?%4?#m<<`P#JmY7;ZB$kx~h z+!MM*{|;Nk&-D+Ht;aAQPt+Ro?+ubE>y-U-u`A9NoqbFydQN zlsAeg!VC3mRimJ(fzW2XPSBWPB$~so0jJ^dkHFIl8fIXI3(9yA@g1W^OZ0|oFnt=; zRICA9(M*A*37Dr@SuGVIojI0j-jQ0^@GRA`Bh^_f3v^SdR}}@sb{`dLdwP^@)aM1z zZ`t+3Xq4~ScA=QRvF+lr!hTqxO9GfJ;VN?&HY(dlaNU=OZF-Si-{s*V8CW${jXLeb z3uEjiV>6!)6qtvqyTgG!M0*rPo(Tkeuh~Prha{iE7cOZG4s#ba8?WDlP!X_|^Dq^% zU9rEVrf3#k>EEJ<);GAqtL*{EdKsg?iXK|$C@O#yah&2;4QvFfQqBc0KuEU3Ik+J*+{rO-h}{c4-W@NEUwDA$%Wp$rzYE&tzB^)erz!X z@MI~_$&&J(hK0d}6DzJ3Eup$qP1u)xHT%Mf>j)%NV~O$uYQm8R_J#C{s{<0sF~Q%U zCLCC>XCdJzB=|8QcnlKq9$o&R^@&)P-wTwEuqcH^A19*`C?Vu;qSYKgmq~!YTSws0yK1 z`UZHLCWFE7kMnh&UG;!a~CLNyexm zAv^Bcc-aP$bP-KbtL@H|O#Y#rZ0l(|on(_u-DzhkA+VLVbjIs?rjtK9C9yNzb!Iv} z=SlBLU~H!!|Mbr2ym!COz3-lL&-tBu^$%vVk%F}KCnM*-tEQ-b!Hk?#*_Q|V;boHI zs8=YC=2U+A6zL_Cvmx@8<&{sWvR|g!KhNJn8Xxc{UvK`F$ZDFSv|f;TIkA(%BEg zhX#HO{2mMdnWUodi4i?T4bvf|RiC^N&_Yg8`lD?9u!>XVwN=Y4a?hxWV870ONacZG;1W+l?4aio4HVAt6fNU)FhhJ>>(428}I1KCHjB(>(#FvDh9bY}&Wq+6E6*$_(7H83O^aVG9i z(9NAAR^V-dpU?tigt}|1h+Ul6Gje31viip9snhYZsmjd>b$Qxa^zQ!2&WX-M<(3&P zS-C4^-<`DX9_dUM*hY>&fWFkqGW#jiOj3EPzmlY~5|vkfiDXxj){`Ww#d$1EPnB%_ z()>?8Ba6>~<0)@z4cn-)2b>CJpxnp8StR;SNYER1M1aTA=PwFOgF;l8=?MRm* zjo6uKd$O`QWp^d5uB#SGLHC!dgK9&*F#M`N9s0 za=;{Ip7L{86$LwXp&b^rV#yZ9m0y;i6X4AkkW^b_ ze1RUQ$2Anq$R%gL%*ag1l2RP63<*k9z>(2*v1~^3t(^27FnVTC!a{@9*z#i_p!)Vz zlN}Qs?{B`beQJBWAyv_ovacUGy0El(x@G3#hkKGWJ5v>CiAIjz-P-m^+w9hZ*G{}! zGubfF5Zg1oHCeGCRlIT5yzw9R|5L}`cih@B(vkjt&F;7!rOzCWW%XmlZ z)Z52zdPa^eYAKr|U0jxStovH0Hfa|rwMP5+ep4J)AAHjP{eDySgeFQwX>?oN;1oei zRFS%4;GR5wUxZ)ctX^&2w4UAcT1H`9l3qBOj14P?DUu2xPE|&_I+QLLE&;VimRfN@ z=IfTd7^#K&X7~vkfq>vFg>UtY_Pl#y^3=qsSZAtaZOXE4XRvV@J(AqCcQKbz{jcrqd&_GyB#CgOg037oB z+0$*O*dBmM0$`%d4)=sSEaxMzD9EUh zGklbVGoV1=!_Pu)ST)S#dPY_6QJgW#yhnY&Vihr!GA6)mfTtX$8TFEqeLr-xJ_o7^g@md6>^aE7SHtGcYZ0QP`bR+@`c z(-ctARG?wh2%gD+z6x#pur_3udG@W6-*V4BY_u$KmZ(-!Mj?vA6*TTOL0c?tAk)_XK`+iQkq{>)rFp&T@_I2?Kctdtou!d&NB9t+eh5tk-j86*qgZAZjVbFP zBsj=k;D^|N=aR1%qTyg5<4%vA>{mdTk5gm=;r?^*a*huT@_c~Zl!^UaD>nwr;p5~k zOGolT4<(^rKpXbp6ioZ~RnNp%O2 zzirNYD5HVzfH_FM0{~By8dXViD$L`ci_+i=^f_MuK%yeA-hlP_Hgc>{oo`hYkFw+& z3Pzbx6>84XzC)DLbPP@~LL%e!3!=sgs!7OZX!mIIQ}t-Y%5W=mdEG5L5A@W`Mx4lxW~Vb$Q|m@o;cM`v`7r(UO@Q9Mbp#9DkXh z9%tkFk&#SvW8!?mfZsFZhLf&vWNoH{f~8!o{vaHm342}n&H9neyFh+3LM@mqZ*`4! zy-#ioP7O}i{lOa({LG;_Q|p4MC{f%zXL7;Ic*EFnDgVNp>BVgRennmU%lW;eSbN+a*T%U-dDFao{e39d9}C5LVvt+6XrNYad}yM~#p4_1Of|^r zaBOJ0Dp}oK_P_&_OVoL_(1StsQ9xB5HhrfiNhTp9h{oi1-FbBbGy)8It5e>M^VC z3;F`0@f4n;NPI*i;XRz2zXbCTjncy%8XDk5{qqOUxZ97PK1TLq$D-%6v*<$2BH@9M zvw$4Mnqql=ZjWp#$w8>d$XM$=AM|;7(U^I?r9$0lWc( z&ZK?&vcc{$1t33wRyaSw1wQV#Bh;c=t*QN$zBFA4kx}_WJylelDr85xeqCT+(3=yM z=jQbLq?hhF{YgO7zb>e}kLAueeIt}#J3nTOs(OE- zY`@H2m~}L!t83+Kc-FBVvWsis6MysYB2Ae}zoBSNZMw21r7vG(;PtzQ`)JBu1;r?l z!jia3yu&Td6oC(&&MooeP5LnGDMJFA&nRW#BXL#K zRm1Xli_>rnr{=WpGn@|I80k$9B~n>0b6pRy)Nn2;gXk!G0H5!5M)jOgM*iUW;G{^2 znv{4>ikb?d3}?!EC&gES-z(3?PKqbx%4sev;AF%PZSdwp zN)Sa@KuZ-3h%_FOqlp2+_wa-d!2MX} z!c4wf3l2!PXi5kXY3vRGum|U<+@G-x5C~*$otju-0HP8S>?NLlCmi5Op3W$o4-UEq z{6RPdG6{IG)8p$66JCgvbVCke2q}knOFHX`l*#u)Y%t&-VjBW*cZa>5GWvh_Pjk0_ z$1^kBMc{ahB3qH*sNwBEFi^NI2MU=_!9Zb)6eqwp3qlsx;Uyu*_jtm7j2S4A-XzkS zMS6>LtrEt=M+}>m#13#?xp_Ut8(YF~=lOWOhs}fwnPHdMF(p1Y|NlEaP;?)xBtVS3 z_<)i0-Ij;{AwJ;r8C%I2mP83vd994OR!d@qjZ0#Mf}G~(^)-#EMj0GI9w(mzL=5I* zWCzp|yhbEDfrRlSXz|91%CrmX5mWy+;{vi9`bY{$FsdMXknBZ*_hw`t5V)H|G$(2^ znjxApPr;3+ni5`H2HEX07MB}J(0y|+A5v~k-Px+g@q2!szlC9ip8<{mP7jJ^s!|1?wcLS>H~?Y_C)c)c~ggk>q#ffmUJOGjO2MFM}RoZ5>_V1 zu;2g^1nmS72ze37NhB{JIfdjj60{5C1tc#6aT+r$&R~IruY2+B6(l|+uK^LQ3bf9w zBsq^&h^hrRN~4zJY5Pi2As3+KBzE~v*zk{m>O~_}y!Y10g!g<>?@Jdo+*IG`+!BG=$ohiEQ*fQD$u=-LCR@#LeY9=It$urHGYl6s&xRMzCBtr>~OGanb_Ess5(4X_I$e9mB{hUAmgU# zwy8Iuba9OYkbNryR8W zXb-Z~r$zM#H&dVPGywetBT;h!zBlc!?l4imEU+PE3l45ze(9o-Znk$Am@o7+Qj?{l zlKEma4b)j6>fCNF=ykg@2L>952?vHUw`Yjvq|1B4;#)0}jYu%ilN9qqDznurQ1D3K z+8^Y?ets_rLKeZX^tTI`J57JB($MM$7K%3hiYop_tD)`R6iUQGYrm}}s;L?^vf77K&Jzz!&zbwX>&s8o zk@n2oxo6Hj=j@zs&Y3?pHiiUf13#Oe{x%{Af5!)-x%I)u5g2?TP~n0=UDTa)U2yZ> zlOh+qE`j=~=Y7`&9}Q3fy`KiD7y1D8y)Rq{&bniv{5zp@nOvGikEP?uSy_^!Z%cA6 zo|N)&MarZ@p)<*hqDbkfXdIX>+22JcbLj*!$XgF4|rop9;TpJNkI5 z!DaQkIygUER) zB}V&YF_B4AImU21ExTANt_&VaWs{PUqvH9m5Ab&9C@AHPC$rP>_2*$Xs$K=9fOHSd zN@{pwB6DS2N++g8IoAauzWLS13(+6wRz+nP(5R9*5*>?0RChY720&Li8&8O;Cn=^? zPd2HjJ}@xHz`iUv2S1=BMb&pD8J`f7s&7{7$rO{Q+Q7d)o{Z0Ca*FCl`LI~^W|@>$ zR3cAjF2{Uoz;LS?mg8WNIL_jVs0L^bdI(3B_6H*ypsbM4kpjmSw*CHz zunka5$1^|zeIy7oc8OdpAd^sVQ4b~5TlTH!cv!Or|EjuHa0BuO%0XMyTHkO&$`B2g z8*KPtaXVloZG0%V15VONxyjL12aL23qTm5!vb1nO$byG9(=Fu|n~fN^ywTQzrw*Ac zS&u}-*|u1Feus%nlT3U!C#Dm#Q8^3ypJk?48~_Sk&VoSJ|MlH>->vV5k?OxBK~zfe zGEv<_vPv$cq%_j_6_q4X@hn3d*cK#+;H(`90uDpieGnNkKh=LSAInFE(~6juC1p0+ zPv3~e0C{-uv!`&$(@3@f$>Adhnsb(dHCPj7&mwa#5H)~Spb0$c*-m`X&tGu#oQN~F z3+Hwtc^=6gATh%B;`n<=5H8q0ATsV%L)pPr$H8P5U`S>Wd2Q^5jbnet*`ms^Gdue#-s zwzzPJWozY}7fx@tO{SR*QBNN1+bYcY3f>wHulZGj!>=GZ^ETrY-K1=;0aUVh9iqG7 zqduGNPBHDL{ycok&>{~$GVHFA?vMik=GEt8mNpJCzbPNHxE=DKP5GF`jYoZ5qxJci z#r?><$mTzc@Vd65Kf46T+*@>%vJi@9QgJD5W#H=wd1LFCOxXYnJ@NJL{&4qCe=Yp^ z)p|@iio7;V8jVk-c?!fa=sZJH8RmbnCKiQG^-NAe>H!4RU_E>)J|SC>!=A%AZ!$Br z?}a+hVKI26;SEQbKt0Ng@TDkOR)Z-+6*ZF004z$7uV}AY%x9BF#<)Oi!lvO^^4I;`>y%1d)+;i zXAgcpxD@>L*v(_By$37Zhbp9_9uP69`APBY=RLpa|E#~V`_~Udwh9@g=X1f9KRP~pUn}3oEZmTqeMH9^%6@5 zP6%n-Y`i%ZZ~-U*&Cs!+)k2^ZNl(EsG^RW=`LLL2vx7W5_v;$nLR-qMHlQ<8x)}#3n(3@t4v&^^=KRW|SDWRV zCB^1rzo9X0t2=fAw*Sfj#0uuhxnLnc+ifxfrc9T9?1T!z8jj#5jxhMOVc`q9RK{59_I%^$^Fw1Nb&#dglKH{p5ASdS0v1d@|L@-0JV$)Xh>xfJ6W z#4x;tHJqI*@glA{jN~OGM}VkdTft&5~=s?uJsUx%HEVj~a?^ zm0U}QtIY!o!}Ehz+wMVug(XvKU+GF|rm|(Hwrjbovj6z)-0J>QcVeTfy`xn!X6lTFRl4_7$zF5n zA(qt`t9eQ{4U$1`5dC+Tbgq)lVxaV+oAT|JFJcwaStaL9!Q6@4s${1*^TW?%_YUx*bKbF>PN=gif=qFm+Rkd;vyRjf~)l}!j27J Uv#V*NF9M{e1<0;`R}+`>Urlfq5C8xG literal 0 HcmV?d00001 diff --git a/sound_analysis/analyzer.py b/sound_analysis/analyzer.py new file mode 100644 index 0000000..8c1e025 --- /dev/null +++ b/sound_analysis/analyzer.py @@ -0,0 +1,162 @@ +""" +Sound Analysis Analyzer + +Core analysis functions for processing WAV files. +""" + +import os +import wave +import numpy as np +from .tools import wave_to_db, wave_to_db_rms, detect_db_range, list_wav_files +from .visualization import plot_waveform, plot_spectrogram, plot_combined_analysis + + +def get_wave_info(file_path): + """Get basic information about a WAV file.""" + try: + wav_obj = wave.open(file_path, "rb") + + info = { + 'sample_rate': wav_obj.getframerate(), + 'total_samples': wav_obj.getnframes(), + 'channels': wav_obj.getnchannels(), + 'sample_width': wav_obj.getsampwidth(), + } + + info['duration'] = info['total_samples'] / info['sample_rate'] + info['channel_type'] = "Mono" if info['channels'] == 1 else "Stereo" + + wav_obj.close() + return info + + except Exception as e: + raise Exception(f"Error reading WAV file info: {str(e)}") + + +def load_wave_data(file_path): + """Load waveform data from a WAV file.""" + try: + wav_obj = wave.open(file_path, "rb") + + # Get file info + sample_rate = wav_obj.getframerate() + total_samples = wav_obj.getnframes() + channels = wav_obj.getnchannels() + + # Read audio data + raw_data = wav_obj.readframes(total_samples) + audio_data = np.frombuffer(raw_data, dtype=np.int16) + + # Handle mono/stereo + if channels == 1: + waveform = audio_data + else: + waveform = audio_data[0::2] # Use left channel for stereo + + wav_obj.close() + + return { + 'waveform': waveform, + 'sample_rate': sample_rate, + 'duration': total_samples / sample_rate, + 'channels': channels + } + + except Exception as e: + raise Exception(f"Error loading WAV data: {str(e)}") + + +def analyze_audio_levels(waveform): + """Analyze various audio level metrics.""" + # Basic statistics + max_amplitude = np.max(np.abs(waveform)) + min_amplitude = np.min(np.abs(waveform)) + mean_amplitude = np.mean(np.abs(waveform)) + + # Decibel calculations + avg_db = wave_to_db(waveform) + rms_db = wave_to_db_rms(waveform) + db_range = detect_db_range(waveform) + + return { + 'max_amplitude': max_amplitude, + 'min_amplitude': min_amplitude, + 'mean_amplitude': mean_amplitude, + 'avg_db': avg_db, + 'rms_db': rms_db, + 'db_range': db_range + } + + +def perform_complete_analysis(file_path, show_plots=True, save_figures=False): + """Perform complete analysis of a WAV file.""" + try: + # Get file info + file_info = get_wave_info(file_path) + + # Load waveform data + wave_data = load_wave_data(file_path) + waveform = wave_data['waveform'] + sample_rate = wave_data['sample_rate'] + duration = wave_data['duration'] + + # Analyze audio levels + audio_levels = analyze_audio_levels(waveform) + + # Create filename for plots + filename = os.path.basename(file_path) + + # Display results + print("\n๐ŸŽต Analysis Results") + print("=" * 40) + print(f"๐Ÿ“ File: {filename}") + print(f"๐Ÿ“Š Sample Rate: {file_info['sample_rate']:,} Hz") + print(f"โฑ๏ธ Duration: {duration:.2f} seconds") + print( + f"๐ŸŽง Channels: {file_info['channels']} ({file_info['channel_type']})") + print(f"๐Ÿ“ˆ Total Samples: {file_info['total_samples']:,}") + + print(f"\n๐Ÿ“ˆ Sound Levels:") + print(f"๐Ÿ”Š Average dB: {audio_levels['avg_db']:.2f}") + print(f"๐Ÿ“Š RMS dB: {audio_levels['rms_db']:.2f}") + print( + f"๐Ÿ“ Dynamic Range: {audio_levels['db_range']['dynamic_range']:.2f} dB") + print(f"๐Ÿ“ˆ Max dB: {audio_levels['db_range']['max_db']:.2f}") + print(f"๐Ÿ“‰ Min dB: {audio_levels['db_range']['min_db']:.2f}") + + # Generate visualizations + if show_plots: + print("\n๐ŸŽจ Generating visualizations...") + + if save_figures: + figures_dir = "figures" + os.makedirs(figures_dir, exist_ok=True) + base_name = os.path.splitext(filename)[0] + + waveform_path = os.path.join( + figures_dir, f"{base_name}_waveform.png") + spectrogram_path = os.path.join( + figures_dir, f"{base_name}_spectrogram.png") + else: + waveform_path = None + spectrogram_path = None + + plot_waveform(waveform, sample_rate, duration, + f"{filename} - Waveform", waveform_path) + plot_spectrogram(waveform, sample_rate, + f"{filename} - Spectrogram", spectrogram_path) + + # Optional: Combined analysis plot + # plot_combined_analysis(waveform, sample_rate, duration, filename) + + print("\nโœ… Analysis completed!") + + return { + 'file_info': file_info, + 'wave_data': wave_data, + 'audio_levels': audio_levels + } + + except Exception as e: + print(f"โŒ Error analyzing file: {str(e)}") + return None diff --git a/sound_analysis/audio_processing.py b/sound_analysis/audio_processing.py new file mode 100644 index 0000000..3e115ed --- /dev/null +++ b/sound_analysis/audio_processing.py @@ -0,0 +1,267 @@ +""" +Audio Processing Module + +Handles audio format conversion, filtering, and advanced processing. +Supports WAV, MP3, and FLAC formats. +""" + +import io +import tempfile +import os +import numpy as np +from scipy import signal +from scipy.io import wavfile + +# Try to import pydub for MP3/FLAC support +try: + from pydub import AudioSegment + PYDUB_AVAILABLE = True +except ImportError: + PYDUB_AVAILABLE = False + + +def convert_audio_to_wav(uploaded_file, file_extension): + """ + Convert uploaded audio file to WAV format. + + Supports: WAV, MP3, FLAC + Returns: Path to temporary WAV file + """ + if not PYDUB_AVAILABLE and file_extension != '.wav': + raise ImportError("pydub is required for MP3/FLAC support. Install with: pip install pydub") + + # Create temp file for the uploaded content + with tempfile.NamedTemporaryFile(delete=False, suffix=file_extension) as tmp_input: + tmp_input.write(uploaded_file.getvalue()) + tmp_input_path = tmp_input.name + + try: + if file_extension == '.wav': + # Already WAV, just return the path + return tmp_input_path + + # Convert to WAV using pydub + if file_extension == '.mp3': + audio = AudioSegment.from_mp3(tmp_input_path) + elif file_extension == '.flac': + audio = AudioSegment.from_file(tmp_input_path, format='flac') + else: + audio = AudioSegment.from_file(tmp_input_path) + + # Export as WAV + with tempfile.NamedTemporaryFile(delete=False, suffix='.wav') as tmp_output: + tmp_output_path = tmp_output.name + + audio.export(tmp_output_path, format='wav') + + # Clean up input temp file + os.unlink(tmp_input_path) + + return tmp_output_path + + except Exception as e: + # Clean up on error + if os.path.exists(tmp_input_path): + os.unlink(tmp_input_path) + raise Exception(f"Error converting audio: {str(e)}") + + +def apply_lowpass_filter(waveform, sample_rate, cutoff_freq, order=5): + """Apply a low-pass Butterworth filter.""" + nyquist = sample_rate / 2 + normalized_cutoff = cutoff_freq / nyquist + + if normalized_cutoff >= 1: + return waveform # Cutoff is too high, return original + + b, a = signal.butter(order, normalized_cutoff, btype='low', analog=False) + filtered = signal.filtfilt(b, a, waveform) + return filtered.astype(waveform.dtype) + + +def apply_highpass_filter(waveform, sample_rate, cutoff_freq, order=5): + """Apply a high-pass Butterworth filter.""" + nyquist = sample_rate / 2 + normalized_cutoff = cutoff_freq / nyquist + + if normalized_cutoff <= 0: + return waveform # Cutoff is too low, return original + + b, a = signal.butter(order, normalized_cutoff, btype='high', analog=False) + filtered = signal.filtfilt(b, a, waveform) + return filtered.astype(waveform.dtype) + + +def apply_bandpass_filter(waveform, sample_rate, low_freq, high_freq, order=5): + """Apply a band-pass Butterworth filter.""" + nyquist = sample_rate / 2 + low = low_freq / nyquist + high = high_freq / nyquist + + if low <= 0: + low = 0.001 + if high >= 1: + high = 0.999 + if low >= high: + return waveform + + b, a = signal.butter(order, [low, high], btype='band', analog=False) + filtered = signal.filtfilt(b, a, waveform) + return filtered.astype(waveform.dtype) + + +def detect_harmonics(waveform, sample_rate, num_harmonics=10): + """ + Detect the fundamental frequency and harmonics. + + Returns a list of (frequency, magnitude_db) tuples. + """ + # Compute FFT + fft = np.fft.fft(waveform) + freqs = np.fft.fftfreq(len(fft), 1/sample_rate) + magnitude = np.abs(fft) + + # Only positive frequencies + positive_mask = freqs > 0 + freqs = freqs[positive_mask] + magnitude = magnitude[positive_mask] + + # Find peaks + peaks, properties = signal.find_peaks(magnitude, height=np.max(magnitude) * 0.01) + + if len(peaks) == 0: + return [] + + # Sort by magnitude + peak_magnitudes = magnitude[peaks] + sorted_indices = np.argsort(peak_magnitudes)[::-1] + + # Get top harmonics + harmonics = [] + for i in sorted_indices[:num_harmonics]: + freq = freqs[peaks[i]] + mag_db = 20 * np.log10(peak_magnitudes[i] / np.max(magnitude) + 1e-10) + harmonics.append({ + 'frequency': freq, + 'magnitude_db': mag_db + }) + + return harmonics + + +def calculate_speed_of_sound(temperature_celsius=20, medium='air'): + """ + Calculate speed of sound in different media. + + Args: + temperature_celsius: Temperature in Celsius (for air/water) + medium: 'air', 'water', 'steel', 'aluminum', 'glass' + + Returns: + Speed of sound in m/s + """ + if medium == 'air': + # v = 331.3 * sqrt(1 + T/273.15) + return 331.3 * np.sqrt(1 + temperature_celsius / 273.15) + elif medium == 'water': + # Approximate formula + return 1403 + 4.7 * temperature_celsius + elif medium == 'steel': + return 5960 # m/s (approximately constant) + elif medium == 'aluminum': + return 6420 # m/s + elif medium == 'glass': + return 5640 # m/s + else: + return 343 # Default to air at 20ยฐC + + +def generate_synthetic_wave(wave_type, frequency, duration, sample_rate=44100, amplitude=0.8): + """ + Generate synthetic sound waves for educational purposes. + + Args: + wave_type: 'sine', 'square', 'sawtooth', 'triangle' + frequency: Frequency in Hz + duration: Duration in seconds + sample_rate: Samples per second + amplitude: Wave amplitude (0 to 1) + + Returns: + numpy array of the waveform + """ + t = np.linspace(0, duration, int(sample_rate * duration), endpoint=False) + + if wave_type == 'sine': + wave = np.sin(2 * np.pi * frequency * t) + elif wave_type == 'square': + wave = signal.square(2 * np.pi * frequency * t) + elif wave_type == 'sawtooth': + wave = signal.sawtooth(2 * np.pi * frequency * t) + elif wave_type == 'triangle': + wave = signal.sawtooth(2 * np.pi * frequency * t, width=0.5) + else: + wave = np.sin(2 * np.pi * frequency * t) + + # Normalize and apply amplitude + wave = wave * amplitude + + # Convert to int16 for WAV compatibility + wave_int16 = (wave * 32767).astype(np.int16) + + return wave_int16, sample_rate + + +def export_audio_to_wav_bytes(waveform, sample_rate): + """ + Export waveform to WAV bytes for download. + + Returns: BytesIO object containing WAV data + """ + buffer = io.BytesIO() + wavfile.write(buffer, sample_rate, waveform) + buffer.seek(0) + return buffer + + +def export_analysis_to_csv(file_info, audio_levels, waveform, sample_rate): + """ + Export analysis data to CSV format. + + Returns: CSV string + """ + import csv + import io + + output = io.StringIO() + writer = csv.writer(output) + + # Metadata section + writer.writerow(['=== FILE INFORMATION ===']) + writer.writerow(['Property', 'Value']) + writer.writerow(['Sample Rate (Hz)', file_info['sample_rate']]) + writer.writerow(['Duration (s)', f"{file_info['duration']:.4f}"]) + writer.writerow(['Channels', file_info['channels']]) + writer.writerow(['Channel Type', file_info['channel_type']]) + writer.writerow(['Total Samples', file_info['total_samples']]) + writer.writerow([]) + + # Audio levels section + writer.writerow(['=== AUDIO LEVELS ===']) + writer.writerow(['Metric', 'Value']) + writer.writerow(['Average dB', f"{audio_levels['avg_db']:.2f}"]) + writer.writerow(['RMS dB', f"{audio_levels['rms_db']:.2f}"]) + writer.writerow(['Max dB', f"{audio_levels['db_range']['max_db']:.2f}"]) + writer.writerow(['Min dB', f"{audio_levels['db_range']['min_db']:.2f}"]) + writer.writerow(['Dynamic Range (dB)', f"{audio_levels['db_range']['dynamic_range']:.2f}"]) + writer.writerow([]) + + # Amplitude statistics + writer.writerow(['=== AMPLITUDE STATISTICS ===']) + writer.writerow(['Metric', 'Value']) + writer.writerow(['Max Amplitude', np.max(waveform)]) + writer.writerow(['Min Amplitude', np.min(waveform)]) + writer.writerow(['Mean Amplitude', f"{np.mean(waveform):.2f}"]) + writer.writerow(['Std Deviation', f"{np.std(waveform):.2f}"]) + + return output.getvalue() diff --git a/sound_analysis/plotly_viz.py b/sound_analysis/plotly_viz.py new file mode 100644 index 0000000..c702444 --- /dev/null +++ b/sound_analysis/plotly_viz.py @@ -0,0 +1,402 @@ +""" +Professional Plotly Visualizations for Sound Wave Analysis + +Publication-quality interactive graphs for physics professionals. +""" + +import numpy as np +import plotly.graph_objects as go +from plotly.subplots import make_subplots +from scipy import signal + + +# Professional color scheme +COLORS = { + 'primary': '#6366f1', # Indigo + 'secondary': '#8b5cf6', # Purple + 'accent': '#06b6d4', # Cyan + 'warning': '#f59e0b', # Amber + 'success': '#10b981', # Emerald + 'background': '#1e1e2e', + 'grid': 'rgba(255,255,255,0.1)', + 'text': '#fafafa' +} + +# Common layout settings for professional appearance +LAYOUT_DEFAULTS = { + 'template': 'plotly_dark', + 'paper_bgcolor': 'rgba(0,0,0,0)', + 'plot_bgcolor': 'rgba(0,0,0,0)', + 'font': {'family': 'Inter, sans-serif', 'size': 12, 'color': COLORS['text']}, + 'margin': {'l': 60, 'r': 40, 't': 50, 'b': 50}, + 'hovermode': 'x unified' +} + + +def create_waveform_plot(waveform, sample_rate, duration, title="Waveform"): + """ + Create an interactive waveform plot. + + Shows amplitude over time - useful for identifying: + - Transients and attack characteristics + - Envelope shape + - Clipping + """ + time = np.linspace(0, duration, num=len(waveform)) + + # Downsample for performance if too many points + max_points = 50000 + if len(waveform) > max_points: + step = len(waveform) // max_points + time = time[::step] + waveform = waveform[::step] + + fig = go.Figure() + + fig.add_trace(go.Scatter( + x=time, + y=waveform, + mode='lines', + line=dict(color=COLORS['primary'], width=0.5), + name='Amplitude', + hovertemplate='Time: %{x:.4f}s
Amplitude: %{y:,.0f}' + )) + + fig.update_layout( + title=dict(text=f'{title}', font=dict(size=16)), + xaxis=dict( + title='Time (seconds)', + gridcolor=COLORS['grid'], + showgrid=True, + zeroline=True, + zerolinecolor=COLORS['grid'] + ), + yaxis=dict( + title='Amplitude', + gridcolor=COLORS['grid'], + showgrid=True, + zeroline=True, + zerolinecolor=COLORS['accent'] + ), + **LAYOUT_DEFAULTS + ) + + return fig + + +def create_frequency_spectrum_plot(waveform, sample_rate, title="Frequency Spectrum"): + """ + Create a frequency spectrum plot styled like Audacity's Frequency Analysis. + + Shows magnitude in dB vs frequency on a log scale. + Matches Audacity's display with clear dB and Hz labels. + """ + # Compute FFT + fft = np.fft.fft(waveform) + freqs = np.fft.fftfreq(len(fft), 1/sample_rate) + magnitude = np.abs(fft) + + # Only positive frequencies + positive_mask = freqs > 0 + freqs = freqs[positive_mask] + magnitude = magnitude[positive_mask] + + # Convert to dB (relative to max, like Audacity) + magnitude_db = 20 * np.log10(magnitude / magnitude.max() + 1e-10) + + # Smooth for cleaner display (like Audacity's smoothing) + if len(magnitude_db) > 2000: + window_size = len(magnitude_db) // 1000 + magnitude_db = np.convolve(magnitude_db, np.ones(window_size)/window_size, mode='same') + + fig = go.Figure() + + # Filled area plot like Audacity + fig.add_trace(go.Scatter( + x=freqs, + y=magnitude_db, + mode='lines', + fill='tozeroy', + fillcolor='rgba(138, 43, 226, 0.5)', # Purple like Audacity + line=dict(color='#8B2BE2', width=1), + name='Level', + hovertemplate='%{x:.1f} Hz
%{y:.1f} dB' + )) + + # Create frequency tick values for log scale (like Audacity) + freq_ticks = [20, 50, 100, 200, 500, 1000, 2000, 5000] + max_freq = sample_rate / 2 + freq_ticks = [f for f in freq_ticks if f <= max_freq] + + # Create dB tick values (like Audacity: -60 to 0 in steps of 6) + db_ticks = list(range(-60, 6, 6)) + + fig.update_layout( + title=dict( + text=f'{title}
Frequency Analysis (like Audacity)', + font=dict(size=16) + ), + xaxis=dict( + title=dict(text='Frequency (Hz)', font=dict(size=14)), + type='log', + gridcolor='rgba(255,255,255,0.2)', + showgrid=True, + gridwidth=1, + tickvals=freq_ticks, + ticktext=[f'{f} Hz' if f < 1000 else f'{f//1000}k Hz' for f in freq_ticks], + tickfont=dict(size=11), + range=[np.log10(20), np.log10(max_freq)], + dtick=None, + minor=dict(showgrid=True, gridcolor='rgba(255,255,255,0.05)') + ), + yaxis=dict( + title=dict(text='Level (dB)', font=dict(size=14)), + gridcolor='rgba(255,255,255,0.2)', + showgrid=True, + gridwidth=1, + tickvals=db_ticks, + ticktext=[f'{db} dB' for db in db_ticks], + tickfont=dict(size=11), + range=[-66, 3], + zeroline=True, + zerolinecolor='rgba(255,255,255,0.4)', + zerolinewidth=2 + ), + template='plotly_dark', + paper_bgcolor='rgba(0,0,0,0)', + plot_bgcolor='rgba(30,30,46,0.8)', + font={'family': 'Inter, sans-serif', 'size': 12, 'color': '#fafafa'}, + margin={'l': 70, 'r': 40, 't': 70, 'b': 60}, + hovermode='x unified' + ) + + return fig + + +def create_spectrogram_plot(waveform, sample_rate, title="Spectrogram"): + """ + Create a time-frequency spectrogram. + + Shows how frequency content evolves over time. + Useful for: + - Tracking pitch changes + - Identifying frequency modulation + - Visualizing speech/music structure + """ + # Compute spectrogram + nperseg = min(1024, len(waveform) // 8) + frequencies, times, Sxx = signal.spectrogram( + waveform, + fs=sample_rate, + nperseg=nperseg, + noverlap=nperseg // 2 + ) + + # Convert to dB + Sxx_db = 10 * np.log10(Sxx + 1e-10) + + fig = go.Figure() + + fig.add_trace(go.Heatmap( + x=times, + y=frequencies, + z=Sxx_db, + colorscale='Viridis', + colorbar=dict(title='dB', title_side='right'), + hovertemplate='Time: %{x:.3f}s
Freq: %{y:.0f} Hz
Power: %{z:.1f} dB' + )) + + fig.update_layout( + title=dict(text=f'{title}', font=dict(size=16)), + xaxis=dict( + title='Time (seconds)', + gridcolor=COLORS['grid'] + ), + yaxis=dict( + title='Frequency (Hz)', + gridcolor=COLORS['grid'], + range=[0, min(8000, sample_rate/2)] # Cap at 8kHz for visibility + ), + **LAYOUT_DEFAULTS + ) + + return fig + + +def create_psd_plot(waveform, sample_rate, title="Power Spectral Density"): + """ + Create a Power Spectral Density plot. + + Shows power distribution across frequencies. + Useful for: + - Energy analysis + - Noise characterization + - Comparing signal strengths + """ + frequencies, psd = signal.welch(waveform, fs=sample_rate, nperseg=min(1024, len(waveform)//4)) + + # Convert to dB + psd_db = 10 * np.log10(psd + 1e-10) + + fig = go.Figure() + + fig.add_trace(go.Scatter( + x=frequencies, + y=psd_db, + mode='lines', + fill='tozeroy', + fillcolor='rgba(6, 182, 212, 0.3)', + line=dict(color=COLORS['accent'], width=1.5), + name='PSD', + hovertemplate='Frequency: %{x:.1f} Hz
Power: %{y:.1f} dB/Hz' + )) + + fig.update_layout( + title=dict(text=f'{title}', font=dict(size=16)), + xaxis=dict( + title='Frequency (Hz)', + type='log', + gridcolor=COLORS['grid'], + showgrid=True + ), + yaxis=dict( + title='Power/Frequency (dB/Hz)', + gridcolor=COLORS['grid'], + showgrid=True + ), + **LAYOUT_DEFAULTS + ) + + return fig + + +def create_phase_plot(waveform, sample_rate, title="Phase Response"): + """ + Create a phase response plot. + + Shows phase angle vs frequency. + Useful for: + - Phase relationship analysis + - Filter characterization + - Signal processing validation + """ + fft = np.fft.fft(waveform) + freqs = np.fft.fftfreq(len(fft), 1/sample_rate) + phase = np.angle(fft, deg=True) + + # Only positive frequencies + positive_mask = freqs > 0 + freqs = freqs[positive_mask] + phase = phase[positive_mask] + + # Subsample for performance + if len(freqs) > 5000: + step = len(freqs) // 5000 + freqs = freqs[::step] + phase = phase[::step] + + fig = go.Figure() + + fig.add_trace(go.Scatter( + x=freqs, + y=phase, + mode='markers', + marker=dict(color=COLORS['secondary'], size=2, opacity=0.5), + name='Phase', + hovertemplate='Frequency: %{x:.1f} Hz
Phase: %{y:.1f}ยฐ' + )) + + fig.update_layout( + title=dict(text=f'{title}', font=dict(size=16)), + xaxis=dict( + title='Frequency (Hz)', + type='log', + gridcolor=COLORS['grid'], + showgrid=True + ), + yaxis=dict( + title='Phase (degrees)', + gridcolor=COLORS['grid'], + showgrid=True, + range=[-180, 180] + ), + **LAYOUT_DEFAULTS + ) + + return fig + + +def create_histogram_plot(waveform, title="Amplitude Distribution"): + """ + Create an amplitude distribution histogram. + + Shows the distribution of amplitude values. + Useful for: + - Dynamic range analysis + - Clipping detection + - Signal statistics + """ + fig = go.Figure() + + fig.add_trace(go.Histogram( + x=waveform, + nbinsx=100, + marker=dict( + color=COLORS['success'], + line=dict(color=COLORS['text'], width=0.5) + ), + opacity=0.8, + name='Distribution', + hovertemplate='Amplitude: %{x:,.0f}
Count: %{y:,}' + )) + + fig.update_layout( + title=dict(text=f'{title}', font=dict(size=16)), + xaxis=dict( + title='Amplitude', + gridcolor=COLORS['grid'], + showgrid=True + ), + yaxis=dict( + title='Count', + gridcolor=COLORS['grid'], + showgrid=True + ), + **LAYOUT_DEFAULTS + ) + + return fig + + +def create_all_visualizations(waveform, sample_rate, duration, filename="Audio"): + """ + Generate all 6 professional visualizations. + + Returns a dictionary of Plotly figures. + """ + return { + 'waveform': create_waveform_plot( + waveform, sample_rate, duration, + f"Waveform - {filename}" + ), + 'spectrum': create_frequency_spectrum_plot( + waveform, sample_rate, + f"Frequency Spectrum - {filename}" + ), + 'spectrogram': create_spectrogram_plot( + waveform, sample_rate, + f"Spectrogram - {filename}" + ), + 'psd': create_psd_plot( + waveform, sample_rate, + f"Power Spectral Density - {filename}" + ), + 'phase': create_phase_plot( + waveform, sample_rate, + f"Phase Response - {filename}" + ), + 'histogram': create_histogram_plot( + waveform, + f"Amplitude Distribution - {filename}" + ) + } diff --git a/sound_analysis/tools.py b/sound_analysis/tools.py new file mode 100644 index 0000000..cb44fcf --- /dev/null +++ b/sound_analysis/tools.py @@ -0,0 +1,227 @@ +""" +Sound Analysis Tools + +Mathematical functions for audio processing and analysis. +File management and user interface utilities. +""" + +import os +import numpy as np + + +def wave_to_db(waveform): + """Convert waveform to decibels.""" + sq_amplitude = waveform ** 2 + mean_squared_amplitude = np.mean(sq_amplitude) + decibels = 10 * np.log10(mean_squared_amplitude / 1e-6) + return decibels + + +def wave_to_db_rms(waveform): + """Convert waveform to decibels using RMS.""" + sq_amplitude = np.mean(waveform ** 2) + rms_value = np.sqrt(sq_amplitude) + decibels = 20 * np.log10(rms_value / 1e-6) + return decibels + + +def detect_db_range(waveform): + """Detect the dynamic range of the audio in decibels.""" + max_amplitude = np.max(np.abs(waveform)) + min_amplitude = np.min(np.abs(waveform[waveform != 0])) # Avoid log(0) + + max_db = 20 * np.log10(max_amplitude / 1e-6) if max_amplitude > 0 else -np.inf + min_db = 20 * np.log10(min_amplitude / 1e-6) if min_amplitude > 0 else -np.inf + + dynamic_range = max_db - min_db if min_db != -np.inf else 0 + + return { + 'max_db': max_db, + 'min_db': min_db, + 'dynamic_range': dynamic_range + } + + +def normalize_waveform(waveform): + """Normalize waveform to [-1, 1] range.""" + max_val = np.max(np.abs(waveform)) + if max_val > 0: + return waveform / max_val + return waveform + + +def list_wav_files(): + """List all WAV files in the data directory.""" + data_dir = "data" + wav_files = [] + + if os.path.exists(data_dir): + for file in os.listdir(data_dir): + if file.lower().endswith('.wav'): + wav_files.append(file) + + return wav_files + + +def select_wav_file(): + """Let user select a WAV file with arrow key navigation.""" + try: + import keyboard + keyboard_available = True + except ImportError: + keyboard_available = False + + wav_files = list_wav_files() + + if not wav_files: + print("โŒ No WAV files found in the 'data' directory!") + print("๐Ÿ“ Please add some .wav files to the 'data' folder and try again.") + return None + + if not keyboard_available: + # Fallback to number selection if keyboard module not available + print("๐ŸŽต Available WAV files:") + print("=" * 30) + + for i, file in enumerate(wav_files, 1): + print(f"{i}. {file}") + + while True: + try: + choice = input(f"\n๐Ÿ“‚ Select a file (1-{len(wav_files)}) or 'q' to quit: ").strip() + + if choice.lower() == 'q': + return None + + choice_num = int(choice) + if 1 <= choice_num <= len(wav_files): + selected_file = wav_files[choice_num - 1] + return os.path.join("data", selected_file) + else: + print(f"โŒ Please enter a number between 1 and {len(wav_files)}") + + except ValueError: + print("โŒ Please enter a valid number or 'q' to quit") + else: + # Enhanced UX with arrow key navigation + selected_index = 0 + + def display_menu(): + os.system('cls' if os.name == 'nt' else 'clear') # Clear screen + print("๐ŸŽต Available WAV files:") + print("=" * 50) + print("Use โ†‘/โ†“ arrows to navigate, Enter to select, 'q' to quit") + print("=" * 50) + + for i, file in enumerate(wav_files): + if i == selected_index: + print(f"โ–บ {file} โ—„") # Highlight selected file + else: + print(f" {file}") + + print("\n" + "=" * 50) + print(f"Selected: {wav_files[selected_index]}") + + display_menu() + + while True: + try: + event = keyboard.read_event() + + if event.event_type == keyboard.KEY_DOWN: + if event.name == 'up': + selected_index = (selected_index - 1) % len(wav_files) + display_menu() + elif event.name == 'down': + selected_index = (selected_index + 1) % len(wav_files) + display_menu() + elif event.name == 'enter': + selected_file = wav_files[selected_index] + print(f"\nโœ… Selected: {selected_file}") + return os.path.join("data", selected_file) + elif event.name == 'q': + return None + elif event.name == 'esc': + return None + + except KeyboardInterrupt: + return None + + +def get_analysis_options(): + """Get user preferences for analysis options.""" + try: + import keyboard + keyboard_available = True + except ImportError: + keyboard_available = False + + options_list = [ + {"name": "Standard analysis (waveform + spectrogram)", "show_plots": True, "save_figures": False}, + {"name": "Save figures to files", "show_plots": True, "save_figures": True}, + {"name": "Analysis only (no plots)", "show_plots": False, "save_figures": False} + ] + + if not keyboard_available: + # Fallback to number selection + print("\n๐Ÿ”ง Analysis Options:") + for i, option in enumerate(options_list, 1): + print(f"{i}. {option['name']}") + + while True: + try: + choice = input("\n๐Ÿ“Š Select option (1-3) or press Enter for default: ").strip() + + if choice == "" or choice == "1": + return options_list[0] + elif choice == "2": + return options_list[1] + elif choice == "3": + return options_list[2] + else: + print("โŒ Please enter 1, 2, or 3") + + except ValueError: + print("โŒ Please enter a valid option") + else: + # Enhanced UX with arrow key navigation + selected_index = 0 + + def display_options_menu(): + os.system('cls' if os.name == 'nt' else 'clear') + print("๐Ÿ”ง Analysis Options:") + print("=" * 50) + print("Use โ†‘/โ†“ arrows to navigate, Enter to select") + print("=" * 50) + + for i, option in enumerate(options_list): + if i == selected_index: + print(f"โ–บ {option['name']} โ—„") + else: + print(f" {option['name']}") + + print("\n" + "=" * 50) + print(f"Selected: {options_list[selected_index]['name']}") + + display_options_menu() + + while True: + try: + event = keyboard.read_event() + + if event.event_type == keyboard.KEY_DOWN: + if event.name == 'up': + selected_index = (selected_index - 1) % len(options_list) + display_options_menu() + elif event.name == 'down': + selected_index = (selected_index + 1) % len(options_list) + display_options_menu() + elif event.name == 'enter': + selected_option = options_list[selected_index] + print(f"\nโœ… Selected: {selected_option['name']}") + return selected_option + elif event.name == 'esc': + return options_list[0] # Default option + + except KeyboardInterrupt: + return options_list[0] # Default option diff --git a/sound_analysis/visualization.py b/sound_analysis/visualization.py new file mode 100644 index 0000000..8794b95 --- /dev/null +++ b/sound_analysis/visualization.py @@ -0,0 +1,108 @@ +""" +Sound Analysis Visualization + +Plotting and visualization functions for audio analysis. +""" + +import numpy as np +import matplotlib.pyplot as plt + + +def plot_waveform(waveform, sample_rate, duration, title="Audio Waveform", save_path=None): + """Plot the audio waveform.""" + time = np.linspace(0, duration, num=len(waveform)) + + plt.figure(figsize=(12, 6)) + plt.plot(time, waveform, color='blue', linewidth=0.5) + plt.title(title, fontsize=16, fontweight='bold') + plt.xlabel('Time (seconds)', fontsize=12) + plt.ylabel('Amplitude', fontsize=12) + plt.grid(True, alpha=0.3) + plt.tight_layout() + + if save_path: + plt.savefig(save_path, dpi=300, bbox_inches='tight') + print(f"๐Ÿ“ Waveform saved to: {save_path}") + + plt.show() + + +def plot_spectrogram(waveform, sample_rate, title="Frequency Spectrogram", save_path=None): + """Plot the frequency spectrogram.""" + plt.figure(figsize=(12, 6)) + plt.specgram(waveform, Fs=sample_rate, vmin=-20, vmax=50, cmap='viridis') + plt.title(title, fontsize=16, fontweight='bold') + plt.xlabel('Time (seconds)', fontsize=12) + plt.ylabel('Frequency (Hz)', fontsize=12) + plt.colorbar(label="Intensity (dB)") + plt.tight_layout() + + if save_path: + plt.savefig(save_path, dpi=300, bbox_inches='tight') + print(f"๐Ÿ“ Spectrogram saved to: {save_path}") + + plt.show() + + +def plot_frequency_analysis(waveform, sample_rate, title="Frequency Analysis"): + """Plot frequency domain analysis.""" + # Compute FFT + fft = np.fft.fft(waveform) + freqs = np.fft.fftfreq(len(fft), 1/sample_rate) + magnitude = np.abs(fft) + + # Only plot positive frequencies + positive_freqs = freqs[:len(freqs)//2] + positive_magnitude = magnitude[:len(magnitude)//2] + + plt.figure(figsize=(12, 6)) + plt.plot(positive_freqs, 20 * np.log10(positive_magnitude + 1e-10)) + plt.title(title, fontsize=16, fontweight='bold') + plt.xlabel('Frequency (Hz)', fontsize=12) + plt.ylabel('Magnitude (dB)', fontsize=12) + plt.grid(True, alpha=0.3) + plt.tight_layout() + plt.show() + + +def plot_combined_analysis(waveform, sample_rate, duration, filename): + """Create a combined visualization with multiple plots.""" + fig, axes = plt.subplots(2, 2, figsize=(15, 10)) + fig.suptitle(f"Complete Analysis: {filename}", fontsize=16, fontweight='bold') + + # Time domain plot + time = np.linspace(0, duration, num=len(waveform)) + axes[0, 0].plot(time, waveform, color='blue', linewidth=0.5) + axes[0, 0].set_title('Waveform') + axes[0, 0].set_xlabel('Time (seconds)') + axes[0, 0].set_ylabel('Amplitude') + axes[0, 0].grid(True, alpha=0.3) + + # Frequency domain plot + fft = np.fft.fft(waveform) + freqs = np.fft.fftfreq(len(fft), 1/sample_rate) + magnitude = np.abs(fft) + positive_freqs = freqs[:len(freqs)//2] + positive_magnitude = magnitude[:len(magnitude)//2] + + axes[0, 1].plot(positive_freqs, 20 * np.log10(positive_magnitude + 1e-10)) + axes[0, 1].set_title('Frequency Spectrum') + axes[0, 1].set_xlabel('Frequency (Hz)') + axes[0, 1].set_ylabel('Magnitude (dB)') + axes[0, 1].grid(True, alpha=0.3) + + # Spectrogram + axes[1, 0].specgram(waveform, Fs=sample_rate, vmin=-20, vmax=50, cmap='viridis') + axes[1, 0].set_title('Spectrogram') + axes[1, 0].set_xlabel('Time (seconds)') + axes[1, 0].set_ylabel('Frequency (Hz)') + + # Amplitude histogram + axes[1, 1].hist(waveform, bins=50, alpha=0.7, color='green') + axes[1, 1].set_title('Amplitude Distribution') + axes[1, 1].set_xlabel('Amplitude') + axes[1, 1].set_ylabel('Count') + axes[1, 1].grid(True, alpha=0.3) + + plt.tight_layout() + plt.show() diff --git a/space_odyssey_radar.wav b/space_odyssey_radar.wav new file mode 100644 index 0000000000000000000000000000000000000000..0b4e34ea78a17e81b8e68112dba301241e5084f9 GIT binary patch literal 138104 zcmX`U4``F=*7iGdW?+Vqku!s31dARi7K@-%L@EmPYf(@tmD6Ggr6r{&Cnez|Cn1G| zgd{X1kdV+oN=hg#Ev2+rs3%Bq zu~00P^4XDeJQDExz3%=&pP!Ex%au|#9Ul&b0)C%&C=})MW0O-8)p8+U$nlqWG8*y+ z!@MHK6McR^PmQILiBy&$XL5xCgHA`I3}QGQXDSRXUl|`O6*7rPFcj8cNAiV2E}h`( z-hsg(zdy)?bA{1TK9|j8G7Kp;935r~44&bPSI0`ZbSxH+^SfdGk7p)Q>2xv{35O%m zSUkmgB$G*g%OHvjGLzltEchvRz7 z`0VUtDZ?U#!wfxk}|EFR)Rflx5WqK~jz=~!f#1<(TKGWk*|ljOOf;bfkD%podC zHX0`T* zs2rk{W+hmhTp^Q6rjqe^DxYJUShjRFU(k-mA_xFeL_$M>;BbuHWBrkXR4$(zNv9L+ z=`gCHS(QeMtY5-ZAwP=1WO-JYWndiqV;eOuB##ASc0;}(6X3ri7ffn|O=ijS#WChu z%BQ1#?|{31D2y2JfLL;5B*iKxQANZK1=2{P0bg)9ksGa+bLn`3;b+mYAZx^*3;B^G z+ZIII^wtrUI2w~cA=b>JP%5I686Lx0Avu!I1ltqvhxs=g3wc?iTwZEg%;$MpF3SdZ z2L^`x!>N1;jhGnAB`^jd-(X*_%k2xtOskkrivNrAid2G?OvDoG>KLM(jymF!LxE9} zJa3fVqaLAPC>lqRqRc51{`3Apu1i0De<`-S^X|>_m5F?Gu;XIm(G!@z=u#4xJxJ-Q9Zo zPJe8!`}WXzPi1ZI(=X3w(rw2Me1GzKYWdxN|NiCCn4a_vU)7JF`LVU`%Wrt@-K`Jr zpU(tZ>%aZ-(53M7)~EmIt z{PnljD-dy?eQm>uWju?IHbfbNA(=skE!L;piEy&GQ#e?u@0quCDH0 zw|CIh+1VQ|&aQ4edo+`FwbcJ`gaugTZQCnpSM%XRC$Gomw?2J-{h;J(KJexDJa75! zAHTiSADQAMPi1-U_di~*l)Y^YKb^cDuC497efeM_(oxUST?#Ub-}vhO6!j#{!pl(3 zGn9>Yzu2hjzy1Cc%dxfh`q4z-N@LwY#!y+_VVP&r9nEz=9KRaooB!6*HP?Op!x<0r z|C^PZ2(XghGvnEfSKIel$cDNjJooO_dp$SM(e%^Ni;Q>c-D|eQ)zWbMOm}R0ZS&dM zLMiI)>%P^~=jys~vp-yzUS8jN_FyLM?PzX1!z3Q=eXxPmef71y``178vex?V51sE% z&2PQ?^!g!FY^-B-!nO6i53IJkwf-PGu8sN^Z$ot0MNjSF?wh9zY4?@W4X3X9E6cmi zKD8YF;W&TX{PdeiNBwu-9cP(0_9Qy4b4TlrT#zKad;666Hyr%__;t9eP<`-@8(+nZYZ=A*|iu~wV!K5nx($SI3cU4O$kr`Xe@$1gB2 zmg*JKz&;&ePPaGq-q@%QA3UltY`?epHyu21tUbt_J|I_owc%ttFWvk6i?cWfPh1Zn zD{r>-poW7#O2i*-J!iP?E9cH!kd(do^jxuctTTfP|a>HJitB>vPxN^C@ zCtO?JdbRi5CUI2zzrOeO<$YGH@vy1P#)o}5{qFnY+QqG1_SDtdc_X?#9kjTl9Kc z^o=*Km_O3+mGmFsK$%OvD@`ZP-wfC8K3uyuJ0aJci1_+Cue4q52^W{1?7U)5eJ%9| ze$=p+w_ZM7%%KiV=Mb6o-4Ab{u>a>8PhOM-*?RemwLd{2H>s;fhc9!bZzW!@<5SDwJJ5Lvp4o6Yv*Rf1UU2Ee>CcM1!D;Ccr{t&x}C4J41 zx|$AtqaT;I-q`*()%}DN&u+Z=`1(F8*<3Gkxc)(g6=V4|#-5f>jSB2%+_mLv+ut8;Y@#J{ms9mLG0o&49e2R zyHBV%2GFtFd;iAxq5y}#KhBKT_W0~Vy0iHR@)et1-+TR>osl_^EN-AWQ>fyR!)JOD zSiH|t9iA(3c=+xQ%y!1rd{EA!xV-&ZOV`ox-B*V&0Ic16R=unFu#6>gW?FYeveT28 zU4QW$hv&L@^5g}6!gNRht~4D#+2+CGqs=z|?@S*y_TFyaFYB+3e7LrB@6N*P z?l@j;-&>+?O$TuRp33SgdoX7FM}%c|wh?OTAzLQueVsN&gNsse#PK{Vc%hqlZ5)&6KhCt<9%So1Oaj??2vZXU;a9kjSq- zd%+6IjsM`t_)AAU9D#cGyLmu{!oYC1A8}l~`!F6bSXtiKe!3vtImS4v%RBGiXjAoW zgk}95CSR*lcj$CC%l!5Oh9)9|=nVVq^TiCYgvkywmh*769CfS^U)2a3>KyghchT&S zBIf<)#}4N+i^2o*I4|G z9rifV(eMK+$$IFk%%b_knd`yY`m2xcpWl(AIcom#+0N5DIY)O`9dmO0*znVdeVf0H zwwyam2o$WX?R_*A#k3x44^OY}67xvyzWwGxmPRrH#GU*bc1EH$NyEBg)ap6d;;r?P)7`&oP_v zHhxC}aO~v%SEX3Z^=P5FR(VgtIxQ@w74Me)i%iKXzR_ccHy=AXZs=_~h}!JIwFOg|lZg|E2X8^6~E0Qzy=}V?v(2 zk@Y3stUIQdXMOke3n>%=#k-ex2vvD^OT#g<2m2n@Vm_=f&Y5VWwf;NlPHk11DwVH4 z**=(B-u|#3ARodQ*EZh#@;~mDRXp#;|Jg z>&$THjU&J|CggdCI0P+hIC1`ZxN>)W>nWDT+tJp3y*HenUVgmsXt5ma>$uo_roBHY zhlj%F0$r`APhG-B-dlgn$6alwkL_=%qzkD%X416#PX4gNEIvMd_suTb?`~~8igFMh z>|uLYdD-o7_1?4X$1(>^^%CMG`2z)7#|RHX)#c5X&*k$ko<4h>Mc*I_G5Ob)BL5#g z5xDuTH2hRA>#)9!$&YljG@dvw2SAMK7?y9%TWr01$Cj{v4JX?MECwQ=b$48BX}c9< zzUz-4+%84=`TXUZp49C9jprLo(0!%(P;_ zT$5xN`zJ$!>3l0OYi&4k%7TZtc2sF;Xp~Ie-FW`g-Xkks)pJe!kIH%SU?fyK+}d&p z8-IIsUGm)3ia5&%Z<+iO(BeE~b~aw@Jh@W}bhe&5+tx!A{N&jalZTdb7jOEDiyJ#c zP-t4?kz?{iYYK79UYPkZ^C9rkvdJI%O?OY2V`%w)WsEvL_0#OuV)Ek`v&LWf^J zOD~)2>ui`CTbn3&*TvH(S=gfHul>Jx5-}sP(k9Bs*L{CP{*a@J{@Qv{p;~3>@g|$# zYHN~HGxx~aMO{}fx8L-q*wRNfgR>`_Y_SN^AM$C$Z8@gu{d_Q`H~F-D>aesyK?d3)&5v@Y3x*xnx-UwZiX z!5yB(a@_PJs!I>n?lWO`$7SX}n5@h$%uN&`ZmdN|kCyu3qcz?f=S7*nKKIZWAgOvq| zA$r$7kg8#a?A+OUp&hj(IDfb@SBkj1yZZd8>f+BU3loK?yX)H3&fZX}ws7~Jc1053 zsZDyomSzI3j_W$ZvK;prSK8Ng`4UH(Vr_Pw2q)mab+fzQpD0ewFHDvAv8$`c6He9U zmlh_+GSR{Au3pb@sxo_+)5J*3!>wtM_IKk%1n2_GoQll+2*3>y|s58m&%EO^|Vlc>8Jf(-Z z`#q${vX!wCIjw-ZuYWL@8l9M)p3s>4`ug~>JYJic951Cq0q@{ofMHBbjF;K)TN-36 zU#anF-ZbR#_=2%wbzGS(Li*l;p>V3muCRst>?YlmWHlCM#?qld7OUGsZnRRHnjp!i zOm#S#s!Y$$OxWsl-1IQWISxoA8*`s0oFC(})e>nqvcE&&WVTqYR>?hDVsY7u+`4h?YDdqI z=EM}0d-MfJc8*Wa&5=1{kffork};*Vql{XUHdZ2G7z>eDp`5m5lcrZcd8UC z+vyutUbcWZs~%zLRxe_y`UP)^hp8EmaV_tsYsq&rA|^oElV4MPNTLPFOrbnFO74>l z_4y|Pi6~6vb`mKnI&tjn#3>( zWhJl^!(?6gB3ncnmKlXecxxIYz!?KmNm9nhs3t;+9(iNY5f-xa%24~sCiCqawH-FX zX6PC6QA#1>UXjMI4LJr=%8oDuvhC#7$gi6K5nrb;W63Xn}10M#{y6HJ)wHnStUj_4F~`ag<7sCaIa zE#tX-CrA|pok&CigPtK&lFEQ|XSBjNb103?zNq)*;=aLtN-M*XO!DF?kOc<&-Tm%C ze>hpFVkajt9Mm3i)NGVV-ekiSwkBNb1Qek8%(2ic==C>*0Mp!|8*#)z)es8FdE z!xJb_AO~>-pud06hpn?~n^ns8MC$ghh)&_maAEJ2$33i?kWVI-YQQJz!9 zklG##uF?mEAaCRBx@tAooV&{itpN3+nxGF(X04#}$EtKG-y=(ygL(M803=UH! z3So}03Po&sMynj-qseFjyDR%$EuoHawlvc}qGT|} zCuwEp4eGFoTg?uOvO#bA{9GF zkX3yZci6g*etR?DNQ=If8+;XIU|_SbEBFaa;)1 zM>H`<)u^0LZ|&kR+c9r7{PEz^*F?{TpFz+ z@i{r)pel_e3Zz)L6!k2tQ!%+LC1KwnYB)fhInDxL<`Q|vuN5t;Mus1WGX)t4nI4un z%zK7|L+$||#p;3zg&B4>iCC&GSQ?umh{+`>l2Sx7wMi3ZP-XS|0#S`uRkiXMUJ@I? zg5r&|V8slDcP1eTRrQ(wjVDzEmv=(y@uEXsd~Q5nCD&UXucE8z$RHKDAnS>Rrj*Gt z$k@?#K6BguH)dHT5YIu!Mf{^ZJ=PmRc1CvD-QGCRU0gcw?78mEn zP;FL@VepUTWRJ25e6=4_ruhs@2=U}p84{v`{wrrfiE7j|sbAzydiG3iWu4SX6icU;x-;%)%s5C6ljI#|o6& z{a*htm16ds*m;P6FB}6IL43#BrDb@_l?v*FH9(vw`hsaF3nh_9nSfomy}<+l9v+UM z-t8tt)G86_0UDSi$~+PgL5LXSI5I9I z0>&*4WJ947Hk4JxT=4O+8qcqwi#(K=DG~_b)>5P6;}s+&mmdTUcKVOW7g6dxqN2Dk&uL@7Il-5CLAL9A%-3zUd`R0Nslzk%h5MF>?8FGgC# z2+Edd)=Wl@EMJ-6kb|l54WR(Y1$Hpw;A6Bkh^`DaaX8b)j!WFA(?@)6PZ)(GDy)KQ zkV%UrSYq6vgq>KDn3~c)E;)!Xju8x1Cub&fln8Mk!WCl6v2u#u(}X#=a9=P&^vr(* zgrA5dCF@KhFUw73UZ?|k3{YL~aZwDN*LwH9p31A(xPl zA@$KHlaqWWvE+R&SHEHsWS1#m{y-CqPH~tTG1ra(l!@fY3)BS-c_eKQG60udtzDqez_0DY4|kFcxQJsA-~ zBUU6#42#AU;^=(9+v_4mjTNWnXC^SIL~t_2>|BL&V~oQM7M>WUI9kqx2Hm}`UOzt~ z*Vt*m5Q^gl2YkcHVigEfMbQRvI&d0h$QjbkNrV_2sWC7BNE)3A1|)Ml&F^z}kn1^$Au8tx?xRN}i2_n$#E1MVQI9 z39N)wOkgAvBRW+Kvme+@9apl7oACg`EJ*|_lQXl^V>wJ?h={^Zn4FXe;~^Q8LFori zh)`r4mjt{=19U8f{Hu8b9%FG7GLJ_iGRL$K0ZRNLrfu?2Ith`7AQB*qRoDv34a=_M z64)#bszl=){LDbG8hS@jM*|(2a|Bk1kgWGVXFH*z6j3PTBwW&Q3MnSa;H^4&$rms< z7J;dn2S|YOu@f$eZ5zl$MojqPSO?;u495j_k2R9fBhF%eIH4#i#6OhB3^ZX)Tq>zB zn}8+iBfc~v%~-J>I;bHpg8%SIENzNoyjIg(A?ryTM~pC9Ci<6kRRqObnOA_224})S z3#ZExMTQ34gB}A30k`Ar!@)>GrycY+U#@a0B;W#~q@yH0A+AFOyAFPd;q$-RYs7`` z$=&H3lhOi&0h3KmPZEji6v~l+p(08Qn=i9$IwL4<*F5#8sE+-tCUV8{YQ@=iexsG= zFv!!Hq;Pb~8ALgC29W@T=;X;}CIuGbg8@_u^BW%_eKbd8Px7?=Mh}zIMlqQQQc9U9 zhMXKq8e3K(si57(vnzriQerikg2fEj5=Gt&P%#OQoF3PSm;;435DLlc=NL|f1!lq= z6$vuaV8T+F(dqfAvZ7SrayV98v#?|sLyJ~f0;UMWiqkNni3`&L3W!Ifh1j9vZ0nF? z=ZaV=41;2Nbl1+&89BNMPM#?LfM?L-3n#Gc{L8T~9P%yXz|3f=*iRx8DZ6X|9!vof z+M-<&VooPL0Cg#>0x=dIik(HB<9IqWC4r`6G=~u-42Dh)n9GnhQTEq-2OFog;ul~z zb%Z7e0CUEQ^IIJ|?WcpY; zL0GY9S+*-J=b~-FIq6xY>X;y~WLa1`c93A06b?rjLrY>62wPZt9Ur8)=qdx_YiOqA z3VVVts>LqyW$$ri8%P~MnNfL4z9opd6DMO+mL;r4`TMV!!v z5p+t6A_%e}N5Qw<>gw(%ds~^9QC<~{GQvaz$`ax>Nba%Qq<4^~Xo_XTLzC0J;S6O*}D6oR86!c#Us$Pt{>l#s@(IzlIX zl9LkX8XJSnAo|I(+~@-*TVzit>ru8D+e<2qFq&xC6XM7v|EBjRkZu%0*#(|u4xgkJ zJB4Nwf(kwikXK4V7{p#UDphonEs_pJABu7mQxO>rqjy+cIWC+Suxo|&#Ib@a~AV6RZ+@=4fgbeA|spGDp=_xN2)XzS~kJ>L*- zC+#S^L3C+xF{?i^qEJt18_v-{=VdW;0Oviziwh7KSVwPGZg@&q-SesUI zQ2B8jD!<`G%c8U9sJ}90QW_nicqWTzK8modRwK(nz+nkL3?84_*vjdGC66J0Bwi?eO4H!j($RIl-7tBd&b9 zOsb}B(UT24a^; zzPxT1ApQ`A$Z_gpB_^Z1rT#ewIo?C263v69z&{@u54H-q*AgK>%$LI#6+9iCm8`~* z5h{hr+*3tz_$Zw4l?^44PL_f*B!?j#rZ~*YMk4OiC`bd&QZFF4JSsr8Oh+QtUFi}99GFQ<=~{gPE2Z4JpArSRHhf%# zP!^j&o}QFNHpy`wS++2Tnq4M=F9`Ss{V@f2ihs!TD5Aip5T4~p-e8My6RZVBh^#f9 z6zi+_ouoRb`&+#vQK$ms5dh?k_>BN8$h>iWY#q}~5+FN?dZGo7QmqnY3HAg>G0If~ zgM))ZA(;b`{ka7BJK`u~%iwg%3a;S|5CaA+7l-m2O=ei^B1&<{r?g8YBTW?A2^Io< zMg*K=sfm->OZ9Y=SwnshTt>_}lFXhhG>2?6_&U(xKvYihW5kkXaLn=%Z&MQw zE6Ir8D_c2QtHURe2slZqZ*dYr^$1TWRgr8p*FhGN?ZT;|Vh9%Jy7E|68EaMdc`A-Z)|N*S zjM#2U)LA(W1wPpl@{GkwrGSDcsK#9?g2aTQ_ewT09L32wY&X8rS>m+PFES2Va+yui znQW8-azisbdL05PA8BivbHhck zyPVjmdm!i3btuMF$17ws+YfS7EBb#NU{^`lB_jR3)C6v zD=H}<&2CqBFNx2TDlMG-273ELoH^t!63OCZHAC^f6ps~WC(=aGX)kDvQe;|QJqYC!nt<89$-4@zC< zE`^u2fd6-U^v$k|SN-ENId5CLr+OD$>(&0sD#VeSz|VdLspA42cV{BfH;}AOh>IX96BdV;CxsX}DXlc>~6As1kjQ2;=f zyMrkn*AuKP-kD%0=9U5exO!ui$x@^bxau>=8$+qubgu6l7_?Nx#cIw2(d!A1gVb*A zVZ+>Du~sHB`T4b#nKFhN`xfo%>h;5z3+Dlf5Z1=Mpj|j(2fV)2^wLB+UYwgs2RMzS zsUW6@{FSvw6Omvt9Sem6uJ)TTHu35}ic{MN$AVY^tW{5Hb}E<5kCl?y8gMc{?{)Qr zQy~|CyYes~ov~cLYEqDPw_OhxM8@(b37-h1+xE*|>kub*pDU zRzRp8eV>94vAlaAL}E~xf8{1|d<4txa-0IfnPGf{A% zlOX>fm7%~$O^Lp7O)buQ!l8gu1=Uhty5>fG>I)< z68PbI>T9yrBDjwO`#&~YguQ9?pcpEM^1@JNI&s5}T0a=K$kY=hy!+~Rhhub@51;YO??DXx`#E106|_CJ#EXshdE_*h(dj#PKsCDB zKnTNm5#thQe$xR40paAy7JL9Vgv%39YNppVo<0FjS^zFH(AOuJ4p`3hjVC{g`U8gq z%HsOFKmYzLLMM~@{*uP|A7gOxqj5q1{RgBjI% zR{Km&;O2S|6bgXM%Uj}nKvXz<%xHe^;m4#MMv2%+zrerJO9gTUApGRPJ+P`sa?sm# zrL_%AHDKnC;-P`T-iKfd7HfP?(KmLCqs73)3}h(({*ObA{ZiD}CAhFpfr-O)!9~|r zx1rx;+~;^{qB%o!H{b?-oVvj7QoLnvJL2dWzkW;{NcP9 zmw*4I6;hQ{uDH5E!wW&db0v;rke_xvz0kPVeC?BkP{kI1i ziJ4Yk?64eN=Z@8%=CjM|4+#{g91#O@es}i)6P{k(1PE-L39&tkY}+QBAhf{fTRmiRtz?AOfT?RID4S^`mUBur~Zg=#5&usTOkUH*0T%1T=4sP4cnMYTC2LRAs{o|KBT=eYf(`Nwg0m2_Y4NVC8&eKH%sqSmh zsQ+O*pR4;`Tg?88Hps{zV8$R|etvyl%xJVuOcf2=$cijFn)C^-UIy)eC>^e@?x0EK z04z%QHGuKOPDSY8mq?S|X#PA`oDVp4uiqMt1>O!g_Iv369V4}fAUMCezP2)lGfPv}2yG>A!d-k{ATmuaCgj+WPe8XDH^{HHY5&n-O|N z8)mU#Z=ia-?E52PUm2MLc1FYT^KgdNci(PfNxE82G>Fg&(+9pCOr;-=K!sl2eQy%p zSohtLOWMTWU}M0}ZaBiavc-_RWYZ8Ukuk)+k(Gg8S z$k{h>H6xI}wd3;}ulNb8D;q3gtVpCrzcEAd!7)1c3h|A^MilF%;YaGUPI3$Qgd#F=t;v@{zn21=&GU#)j&k;WlqTy@|6s5vcf zu>j&l9XWmxvg_7|j~FpMjn&02G-hOAg2OnGfQ$*9aJRQvt+EEVqDUlJ6 zh+qYiRd$N6e)Tm(K-hOi8bgasQ6KNTG{23BhuFTnx%W!DaIRhqL%6CRBz9fR2WfO* z3jnj-Oo>`MEN{KnphWD{9-&$vL{RT)J}gqGsLr2dFIk@-)P;a8{a|Eoho1)H?x_eU zU2QFwB(%F9;ODVvhrbhvnhzU+x3!+7XK|pPJ`qp4x#6_gHOOzP0|q0UM=w&J42YCmBHFYO!aoD=nA0 zMcsM%f*4IRI^GUB3;XRDR+(MM%i>&{L69uTToP$O{An?bm|op_ji~wBj$z-$R^&&7 z7H?{#^relx_p*0gv|%{Qn^9uCA2X~!PLGCZ>^)-YP-yw%n@=B&%+~OuS@`|75n>Iq z#f$4NMD1%8pT{@IWpgWiB&F|pLFM;T&ab3qB&x+9TqV9{iBgJ;p4qvl=v1S zul~d3Jto~s(icJI9$Rz3JUTo$`GyuV@FL%SerYT1Fx|H3gkVm~p_Ffl_=z_VXAHU9 zarz`6;H<{%L!t~>U1RFP8T%+gr4v~5;ni0xtP%S~@|<6P@j`=O$R-;+H zLKxnb(|R%b{rRo61^M=XBx{QoKb?uR+KY+V-+ne~Z{tCQ29Vp|n?-ABY^43b+(W0? z0|DM)lmoHbg{mhvr8$VV>~N78)ga1XtmdxfpR_4(hX3`;KW77?LB;fMMb$fqUUf4n zH7k%z(#e1X&?cm5P5&U`j}fwNEm}&oJwWVG_xqB5IVF~3=k+$R4*tN*JA7Hh4yW{^ z6L)_!E3{9Ttu1d`w*eTF&S6Ej50nNWt=V(lQfaSg!0D#7##fH}~GYxUc!5DvF~%vvg7hdNr6O zb&R7tzR8(m?pjVYT~dJl?!C!bbHfo+9Z{g=zv?B>B0UqLigK^u32DG|-pOdb_)31< zwFVunjrb@$C5*X8kP)R=lFE%;sO%XCb!XdX?6YcNGplo=p58nXck69JrwYY)_$(P^ zl+xVY(z8801;p%T$Bz=FJmJao0l*l*)YqJ83U-#C}|Li21mk6C6s3S@^DYR0LxB zDg4jj&q(p>d%qIy(8mL^xjYy>WTd3({GiSq1Ou4lz82zLHXLn`K|}qqe&*jk;qD|I zOgO==$gf5q{hmP^7R72e#;E!Qa8}ygWBx=LI+Ac4rgzN>3*CI&_|i}8u*CK=rF}=r zfkoa8(+QK8NLZ_Lr0xVRnuuL~hSfP`tk)+mo{PE+HQC~s4am0gy0q_6%w|CuUQog!C?B7Jb|Wb5%#5 z$GbL;)`t4y=MV?@ql%2$hy=+iEUs^EK7?$`Imyn+QbUt0Ru<`4T8Em>4igG8;r!gs z>knXky4udSKqTzYt-fGk?(WKp zma5}&>*ebMiOSsK!c;joJkWK$K&owo+V1%|*SP*RI`!d@KNEMIgp&U4x*J7Z%~|3Inck9>w$tSiQidfCY%D z3ar4gqfnX1>XL{iTMnYlSYl<^AxjHFs|~s+%mHkmus||=$Qy(;1cGvoENa?&>qbZC zEx5PSi_3TQX~-rbDi>`Qk|NwlDlbBCRUL4;jPeZNYkFq73hoRrhf2^SLWSEW@lV4+ zFves-DZs+w5Yz<(veKUvPL!@^zGV10`IGq;jE?*^B}3}?KvpPZ02mSGCnRPvWyRVg zYz(%+Hvohq6a(r|p`9ZMebt>w{8E-2qOk5)R#wan6&QUYt2vbzeltePOks9_c>}po zCC35PPzDgr3M4Q!e;|N&CXvr5s9GMUX-3X@~38#73h$`X=@AzDsZXr zPrwm?;z6|(^g&Ao{HF>mgAEZoLB$L{qC%8mc!nvI2V+!I3{FPA4uA@!A;!X6c#T+Y zU`ePmk#N`W1x;gZMEq5a3zRQgr zj1*jkz;gnk6q*6Gqr?Kb#Kx+MHDU>Rg7TgKZ6if^3RXe^6D;ne2kIfKQv&BriGV`I zFr_{8QoPeqDrumhw8|<@K#XRK8L&ZL!5sSn5?0mYt@0q&5aB=bYpM{GMg-iU zm=7Nt5(GsY`Up^yQ3qD_DrL#Q32WYz;i!EG2BYGmctfbEbQYX}@bZ*=03z{FNT`T^ zlKF;JOaU}6RL2N1n2P#gHV=UGK~exR0Gp!J0Sc8WP@EbUW&}+V)Kpa?3=lR%&{LJr zge+61Qwopl9u#QkgW`(7-<8#nMgy>9_DltshFkQea&4lLqdJGs0CVtpMJpEPN#!Vm zhycGf1Un2#2ksU1FoYKzj3~7RDr8M%ys3~{4Msd52_J}iR1^>|RXuD24HA06 zG{CYEh!EvMSqM6J;r~h6_$#<4x&p|ENwlZ|20|Ej zK?UJy0VeJjXo?ra;t*fqF6V){Nu*U3603_>god=OY_SD(wo}CXf|I$b7XKIbd2j){S$4I5jml1AhyYusBcx za;ip+l{d7T>@-GLhCsMi$3w_1;Ee$MFhkz?KO6vw8V*!lnnwywa|(qmJ?$3^W!c7h*3x$ z!eszf7qC|%B{UhRT8Kgl1PUTBo42RNE6AYSD8MNy^=u+oG?Y^Q3(OXjK3V|~UbuR? zyInA)=&3SgZA9?U247`Q4H}IvLYq|12E1W(6}e2UKIL5D&;(7O<$>U&0^9;IU=@X; zq%{Je5e0Q~P-tC3u&5C}gE^q;F2j&u2LuA4AuutF{^qzC^A~IpvqbaRSv(YVc2&j8 zAQRx-h_l>l%n}-lVA>@PvO4DWHCALy7+X!>f+e9^vFRY+tLpblT^!hzqSDD}#jIFy zY-gX_LqnO`)XX&0BIE;%9d&8}_Ta>cHm9foONCS@n$o%eHA6cX6C1{yr1h*0=q`Zr zSaei`ZqYmf0H1YvKn5gbgc{=nsi22ZL*!b5T_~z|3EK=J0kD2lpb%CM3>i>Xly|%a zF#s867nv$SPBveeo+nO>bKbl{;~0EA1b=Znn9Kms4KY$iigZh;p<(fWAb<{RL$*<@ zLna_jo_ZeOad`=i5a{Ys60ATbIG)T`p@0{dwhU!o@2!3s@*qJLy_q8fpko|$vCGD% zCgFz20YY{Wnh(z_9%U4sBnTeJUjm3!2{4GW3fU+WJh>}}m^QAcJqLLQA@76JAfk@2 z00!Y#B(QvVSlpwcAUqb1o82Ss6s2C_QI=>#krXmXjES;| zvLYb9x>yLRi<}~8Iz1tSN#TuHe-tZ6Oo%!Vyg8=?K%h8b){n>Ps|paX@AwFz{T1P{ zd=)T22$r5_Xi65?hzYnd@JC>fhCq_C*>dbetn%?@Iq~Zm#2)515gB`hi{_YQKv4P{ z^>ugm!9LBFH9`QS5@&H}2~N-h!Clb&VMP||xefsv_&B|M7@KBCJPAs91c@l(#RP59 zVU2hYt3b~r5WWI@6N%UXHGr0(eb^Q8C*U1Pt+9q+ort-Z8{SVyYtTfz6dRz1E{3kf z(qKH*rJgeit{=>&Vb?I*f^2=g037RRSY;cr@E))^aRlEGZiJRZngW+9 zL>4j(fH=QF7UiP=&54tu^^vK9><$~5T^r|dvvV^Xfz<{bK)NO=thOTx;Gq=da;6bF z8MlFw2`&qBnZ^dy>4n*Go!X4n8Afe*3C#>}#@IYOG&YtAqg;d>aOcodkxh99a>t-( z#-js^@L&=m^wyZQJWZZ8FG?D)FokpK2aqX@!N(@zio?CZMC;f3uAnAn$2> zcq>JJSQ~ny@Jsk|<28{KafP@n=nyzgdPk9xKyn3g#EAfy3bNKFfeLl#DZ-f%rw($G zkOTS}CrCSSasnodVhklisR4%L`%(Z=MsNj4h8%i7?0NO`LgmnGVWNOS#B7Nnp0lq7Sf<#p&Bi%XemS0d=Ml*G35$>;%D)E?baM zL?Luig}{~JpgV~3K{OS^a{&QV6qG>+9t0L~Cz>lDXb7X60gq&}Q5MBl z*cTFXe3MO=<<|j__>=?(z4hdq*fGGN76-}??Ys1VC@*4(qRohs4jYDC571Esh@Je} z1gLj~ah$5X12n5+IXKG`9?Q7E>A|ca8Jf7Fer2*uFyy=e_BlZvMni+dzsXt+2%`B($eJ52;9ja0yWmI1UX-D9ePbCeRXT`AQ*r z8L%+Mk_`0-5(bpS;}pJ9ewov64-7(9*z{S1GL~|15Iz{vF(P518IYk?0osKVbZRo< z6DL}vQGP?&%{V zX(r_{BQU5fJYd?S#?;k?i*nUfT)MG!27Vb--o#-1}E#uo<>3*e|>W05bT2L}mpA~ht9OsG!&X*(v< zWds|?JvGWQMbzD58a_VOlP&<{&xyL#9W0KxC}>rDN{p*hyd+X&I_OEP25%+63jqxV z7);JZIWz=a+*I`*K@h}U>OYq#5~Y*lzfq?MPgZQj1Zv`!hr+lSGYK}+QX=s$>35ReGUVykb&GV!I>P- z_^7o3p^|~glmZYUg~gZ*_~m;GI=u=OZkt}<)LbJ-WF)LRw82nNRRL2`mXh#LahE6q zd>%7bhOq0v#%&&j9K@f zb3?ixh;Ci`eTmehQ>=&sjQI9KN7XfRHDwUIW-k#)MLm zGUQ)6Frd-|ENr|to>9>uJr_uAE2GW_Sbymic^@Q8Q6GOopmh>Znm~3yH{Ed3x6PG> zQ>e+g0e=MopPq3e99S5HI+{+>ilRchO;%6MMil<4=L>qK>#X=PkZ|V2{FOH$@eOm0 zEG#ipnf5iT3wwx5=EWkLs}-9J0pw74v+$zTlt`^U={7?n1MCgi(?~2wY@;)e_6!z< zh^7$XL_42WpI7U+C?&%3=@3e<8bS(em<$3TYCj^Tylj6KFRE!Y}%* z(#ISeImD7X5#1I0fCWM*Rqap^8d6@2Bd|ysa2;@ixB#{o34ogi8J{n*YOnw}ui%RK zy^=Jx{QL*8q9&}oE{mX)B^3`csR*1-j5rCTM`ab#PI40x0Up6ooQ4y~s2#CUI;4fy zi^{8nK0zgMxq7Xj+UnsZA8Ngtoc5~R%f|7MbFLOm4P@m|PIUqpE=Xi{_72RRE*|9Fz>EkCed%rXvdk6SjgA1A4B;dl?ozhQp9E zF?tgD1+0vp?S>;njsWc$BWx!2RXReQ9Q#Qm$B0^JM8thyGWn1c&AqVw_*!iy;W}~# zdlQ-90)yIWk70VfL^~Xk_ET(E@(Kg4@i3(&zUurZLf~g31Zy;8# zW+JiC>9GJz%h?In+3Tsbi7ptGFBdvaU9UZy=sJ0Q`P0jE%ca!b`-P6Cp5-@>(ua?S zH=dSSPqe2tpO-qCE`;a7`(5PD1DKi}*JI0@E9o|vny((^TtNIE!W)5%`Sww|_1LA< zJP@^0*Hf!2CD#?t{La$}eShhWh>g_^AUhrHo~4ZiZ{rb%1$v>U_86w-sWYA>{&?d? zc>W2Q%4QQtAJ$kMeD(U=#nMel> z;g>*MUFokfdM~8Wdw2K@j|bk_;i)~);Da^L%$Gftsf@QbHGik%?oCunkwJe#sgmGO zh%8qw1Mp*^gtr+9a3tc`!LgoDEEfqEr+~j)4-*^23UotGjgO@Vfol{ZG-ZkeQ?oPa zA=m~BxljaanMwybuX`%MJc7l^65&eP>mDwq8CVJhOU;4k30Ei5aD8ZTovM@~o*09R zq$=e!W>Jh&*qf2mST(20d>{xl)CCYD8I6@E%dmk{@c# z96XxINdXO@6i-Hp>QX3V=O^S|hkmR#>W2wdfL zjeM3^i)!46e_tz|wtKLIu;Jiz>H^w}nlPGb5j&>H;x? z%saYDl*SLTVnj-$o5;nG-4;R6O+Ol}5((WACEV2A!;;#>dekh4U-4p=w8HI@XrhZf z^)sYF!{o@JoIg`gG$K2wWC8wzbs`dV;$%AhQW57IL9|Wl9hn@gG&yJsb9FYQlMPl2 zOKo*MVlfJpYDC00nVS-Ew6Id@wNe{3n}`cE)CPuAcO7Dfb(VDZbanTrvaD2}XzT14 zo(4J6*_{Agrwz`BJ_KC7z@2?2j!~$F>BhFPS{&x|C!OU9#_-Gr#(b4D z&BFiycO{QBy@Jyos+P%?wFzBDXg`I|fD!AR4S3%vW1ueWS4| z|NHyvg>(yyLy<0@!K3{9B}9Hu*WW-R&^>uH1UOgs&4H6Wm90Pj{tF5UVDK-wZ6`dx z%g>;Y_2sWmVaz}L3F$5e9r7!Oz9)912pb1!?ys#;Wik$ zHNd5fF!X|G?d0uytLsm7v5N}`sBy)(H&NUP(L=w752Py>?Hb9iz7yjQP^<2$X*PIx zm20g8`302E<3XiE!ZH5C;h#=-C#DT)Y@8(6Ai9jnP`V6M%fo9vKgWeN*rlM$dw)1w z8F1IS$!+JO$Su$e`7Fe`-H%)e2J7(4ua4sRc3?g-K+xYp;ld2y(l3Z1;Cs2OZsXm@ zU9N6}q4%9G5Z(KO$$+}uzan!}z-i%1xt1oF73yGWc46s`T@rHclwi9cfPWD?3_2)` zN1<4^w}G+p1iOI}ipP6h)g;1$J`Af<{+LTP?UF&;@=liSn={?^L6Q*rKSILLoM0UYSO1Lz zv)?Cz3c=i+_~(ki7Lhv*W$&P$bqk~}li7tP6Va_TH~Qg<(=4wx|MSN4Co8~u8xPn8 zbas^=QHAcD1R?zF-Ttkb(8G9w;Iq&}xt`E?wtvAa=AuL4NFyVu)m`K+<9fV>Ma&hi>~WL&$9>Ip2l0Qh=j^JdxX8i)!nr9_yc1*WIoJG|wtb;X zMpv1WI2*_8I=<=EXU`ENySotyfA#C{Mi17dS7M#%Dpw)Pjj#x^TCi)#!bdL-6xVfk ztFb+dWwre7Pu-s>Hk(GYwhNG4-UhOZ#4Ziqf)T_4p(;Lt=-PZHBZjvgwQvQS0(DK_zt#Ihrjy9h*WzHB^iby zufZCasBo>5QS!Lh_PH*T#6X?VYglC|ycq}f;PY$ILYo>S{!p&C5RUy9V}lW{aeI)! z&>a`gox5=PdOw$MZNA!P_#XW7yVHXFzxzcOBf45o7+G{vbO|$Jy5^CM(e-0p&D=0} z(;<(bwOpcj0_qf(!ajd!1Se=HniIE*>a$F^+qlB0Kh#;fstgJL)nVO!0e4mmWu^$R zM&wRoP8k!B3phoc*!uAK?IWfrnxVGj)f+B7gWPI2PwM_qCfrv4J@-Yz4Ui4iy^dU< z+8(Szvg2Apc1WxfXk!?bSDVItJbpsZdN|iR0P!_JhXDW~!nypmkxO;^F*d(K_~I_q z#-EO#zh%TqwwOqNE^I4f``zm~pW>|;1ozkI}NQ$-gb^)hZ4me7vKl=ok zyWvMiiU0i1TkYbpACK&-gZ98CA#?ENB}4;^gIE~YQD`^P4(G1XeZn&8@C_E9TTtI4 zl3e@C?ZRpdK>vcLNQ>D{NW`z+i{QZ+j~+QLX4Uf6CoaO|{@F(HbfI2szS`psHRu!E z$7+sQH`_wJFrLQZGp-T7qYEd$)%C1+rv3Zp4#`&_ZD!$hg`l`3A3lGSDdGyi6W7>c z=;6AM8cy~JPGt{uffy#P0qM{^rw*~c;ow2s?DF1!|NiT_duW8%SIetlG=%stU6`K~$`*u`$IAT2=YX+pjCuWh8KkdbFZyn&a5 zhKR!^bwV(W!wJX1;TGWz*>NZ^$Lz8$u{gv4!5cyV-gT~=ZRRGoeV#3$1H2>#289iJ zxXkw9FCmulVVF1A%5zR+;utm2gBx|P+59?p8RI&dXjyT{Je84M;S!1Lx%K+oN1*V-+1!I;?}JNoNS9sP zoq^IzV}r}1<3Hd(a%TW5z`n;4~duA!ZMi?vr9jXq0WSLm9bqS%B9%+ zs2hmCP}nky0W^yzbzq(UaUI9tC?WvQjKFJ*ACnzucy>&9l_)ofBvPuU7Ia-#HJn@VgTY+HK`1hok?^4f3RO`E0v^{hl^@{tnHN#UzrF+5-v!$KQM>RuC8qF@C zFg6`MD#9P6HRl%KdKo1%%Fvtp+PJ4xl4X2Xq*BCjx%)Rr8eMi8>ezo{%jv~kEifGI zuOFmKx9ISIx^ovP3_s0KM-S5u3x?@XaPsOu_ifT<0q&%(qvzyg-3;pWR~8FOqX?dL z+}6%_Y1o3FCLGiZ;nG0|m585h!Yy+Nvh@mp-p!Tq^0P>my_kDGwbJ`NN*t!RdVf5y ziyTkd31(yGtYq(VgS4vPBPs(#jlY7lexA07=Q7GHT)K3)8gIDDvR73un3LRjr2} zBTB5Dqyyv0J;j)RD81a{s-vdKAuqOToC(^D#CiVw^xsW7;Kl7$1`6hPp8{s;gSBbq$15m6-*SKM+yd^xm}>+t2uJSL=ng zo3tq;I(}isv!VW^sHThee-`DDOL5P&_s5`%+OBcIWcR>u`S$&X|Gf9ob*6M%q|SoG zvW24tGhVu_8%6uNpzRgLMF6eR8j~h&l)LBd(G13}2yNwZ)-q`*wbJV4oN~VXR*?0$ zuf=kAT;Ve2!t`C9Jduxsy;qZXu2)^;u1=)m^x4addj9A8ce!rVcdO&tt-;~K^qrME z;zWWF=Q}Ju8uawsJmGg7iSqH*tenKZ0+_vzN-sHxn#v3 z(@mYD*(e=ru66?aD9(td2;q~Oz1^5Pw{-W;Y?-@u`ue#lrAildc&0b5aj63j22!AM zv{LW@=W`YM(<$xJbqz8pnSNRZQ#FMhB~aDqtf<&}K%bK%P!CyIP)vZ_48B0=ob1196R>f}S&Me3 zy05B>Ky!@OVr5wJ?kW_JOeK>_!A8|@o(w>j3Xrb%AxTWV1+a);H_uV-Ceto-6v!?C z82Oo}sishl(?o zKC;{uRT6b~0y}G0R0@S4L?az4$<9-!;1W0W5vRqTrPKkdYTOVR$Q(ltBn3{w*|3;w z1HceotIH;-AVCNbw@3hffbEnspvzKj8BSHFr*%Dv*a0CylpGWt|4C|@vO9ozW+f;G z`EeClSXpX06aa)PqD-qReLy~|Mh?x%N;wReT1hG@aIT8^)E%ImPc!RV;?=v__1;k>$1w2nbecQw@ZI zH`;)-#_8rPstXt{jgzvG6k9+UfnNkdF<6a2(7;QLkwy1MswPM>Aa`wy05wLA)SbBq zgi}l^qv^VFk=0QZ4g3$L07!-^eD*C0QdW^tiC%12LoaIX)NrhX#NtzPQD;ZcXUL~0 z8(@l3EQEpmsGb;YPzKDV0(Oqp>Ok17-6?XCP5}y_vO$>z5FMZiRU&mW5p^KGqH??# zeRNF)SO}&^stfK78iDYxx@JL$71oC9cld>xd{YdBWu*q{JVHQx;SyBh6HOOPhIQ0u zv%!t9YuwC?PVsT!T79(79t_3v<5OC0)?RuJB_;sP!Jq^Jo=_s@MC}$Lt+b@`b zwwzTE&qY8cI*|XY-u7DMcfnp`521W9F)><7Br%z zA_qTcFvyf+^ysIu4CF!-YlIZc3G!oANMT)ow(?~(9jqJuuXX>WoSc|CSWlI*bo)&a zd}?7NCMbvsQM&m936(j)OtP%l1h8{LjdE8S-Yt=J%5(cSz(Css3L*-&P$`%rRu!WK z*9F>=E&~ctI74>>x?xaC!q!uT6a$`t8Xj*5c%1s6!;%I|4hx7PA6I|KRf>aTSQa2L zx{rhT3&;g*2mMeJcj1f%aLKeO&+0~EFnFvW`%(f;W_@!736p`xDA-+qOis+vJ{$!9 zRmfnxf>E@oezQejb0}<6*hCh60{{m_B2o`&gc&1(y5=dM;)ii}vbRiuR_kcK%GSDl zk6$ob$P?y5@B^|XdMV7jAnHbMftqkLbb!DI$RZn)m-R+h*%|8iS|_$nl7JIqh_E4? zIwD0xc?|TOr5bScfP(>*E*D{f%4B7~X}!C+fPZH_z)P90RDBr3L>*NC1dw6S{M1vO zLNMBeSJ7>Clz7#TopLg(m}Kj<6IcNWm&pDq_;SG#NFbRgpp!x)8Qe;utlQ26T@qCn zS`T-+s<{EL*9c|x+eu`U#+3eAm>VrYWo zAZ!&A4NEmkV9G10?_0}#Y+r_kBs26Q@p@p3AV9*AFc?G|J}Tk>z!gX+*XW7m0r`PH z3F{6Zknyt2cx!NQxDM5#LE0+jlKg=y;W9@B?Yfj2L1l9+!WpI)#~f{nD*`xXL5#z& zCq|xHx_5g50&TCX8%PRyO#a~yp{sDu8ay*=T3pIW7Jy}#m61@f1gHqBEHa2dn`pVv zTDUeLJGn@gsyldnu?^_jOjsXu-@Mj-oe)_KC2*_Y``IcPK{lNV{gkzOX2*$U(Nu09 z70y|lG+JBGp&Eq0?nGs#s22(*Oax$Gz6?+Sasg(Q2g(!n+wJSX2f@)fT_9BNPo^O- zqt|#iOdbF|VD2D1i82ZqJgzR)aP&kEqV=>GLR^jmcG{%f*sB0SgnaD&{ex31auEJ%4lEB-kKXgA#$e;{2q#t3J6y_3OFc1De;tGUY zSRDNpj|(RhcAY7?Y#jem1#*OA`*#+L_#8wkZ9zJMnfx+kVr)&5)rAERH|duYU!+MS{<`m)vPvF zoBOci%o+D_-+Nx~@6~gA_B@{Fv`wz-_xt|&{C&Sa?<|-HVkLZhi0%Qk^ocCExnS+9 z#==g*E3s?>h+wmG9sK}|Ri2=@=By<|QG3B)*x%wOMfwT21-QIXOt;HDns^XUpAF5m z8N|GWz$$NKP(<}UvQw6f#|ol6u3X%XQ5m$AHy6w>pjLT88k3h|gA!#1$mCzyfim(T zlcbvk(+SFAB?Gu|!$4*d8kh?aT1xpS$H(;&t8hMqJ)ATws$i(WUIdTe)H0!Y>u%+Q zsD(j=h{ezasO$&rO$I*%9}MhN6nZ#{WHbThu+%w7OL9rv+;cKQH05^iToTRsG6zq- z)s6wj7#a=EpLi_Lbol7mGI3_ar^pgv@Yx0KuLwdXEQGveD-uYvBB26sm~N5(lHpat z@d8{9Lnw4@kQb2is!wB>Enk=e0wMo{1q#QH;p4?SQ2`O0#TvzB1+5DW#5qYeqmGWJ z!H@=*Y?pjlM*M*7bhTuPd~+M?l3d7HbbMwO!!!=-!1aWs2fDQnW%^9uQ3IWgjh)Q1 zZ^Bukpk!YPHs6v3d>v5};2cV;jKAfzG zwnaRcnZZEHdnPnzU!6$EHMcW#E;rW4yY0mRGX~xjdB}GV{AoE^d$JJ}Z~DCIhE+@+ z0C^wc4{tpsP)&G3W;&0Rvlq&?tZBWaI8dr=+i1^AV&-3E}2L|Fv=C zF~nkcZy_u5#)d6KqujG%xtAcpJDp1X!oiPy9)*@oN?$I!sU7TXc7=f`KuM)4HwVN% zP<+;9awb+81ecA%rpi5L2W?A1k3#KBQwVH{ryk`#EPE`A_EWK6q-Dv7P{7Wamg zcP8Lf{BmeP<%`V15o^Updqp5u201ou4bQM8L<{jxqv6u;Al^ zUA8|G@d8j*2}{P~hF7_L&Y1s1aQu(V-nUE2EL2KE=gL@#`lM|_n&J&Y=kap3KF^s? zW(9LBbH|2cH~H5jA#to3N)T9TK2B{jF)l=>`<8quqTh`Z!Rj2o*} zk~gPFe3Vm-OgE<@;pD2r8Df_V%o>jkBFUy?Iy-kZGONzSaMC-0ZlKo^yDX#k7nmya z@lwOgM*)gEEiGa**_4bmwkXKoMDrO%z-lG)DjFhTw?+#!*WHRHL-z|jd0%x-j&Rhb zI3WTMsZcC-qP79@fUQhT$(iD)#io9}==PS+n51QR7{tz%6t|OqbEPsG$uU&M$OME?{6Z&o&Qyi` zh#wYoBpp61;Qx??O)EGZ#VQex#Z6kK7+j<~eTa_{2f-wFb*4gY zicUn%Sc@2GMl*a#ux96hy=VV1w*uCK5_wHf7lzym;PB zb6~qHLVQ<7r={LN&)0=d6NJerM+;RTp_lRxW!h5CVaV(Tznpu`9!kPPW6JgwM7khQ z$XBu^k)(l*^^MAXnS~;BbeK{PP6!vbH7?zC#O+zhjx!g`Z{ki*;RI5L>NARmlOR2c zAaE{IA9Q<+BQ(WQ(CZxJM8v)evzSbu&lH{UyY8uNjD#b%$+Jsk_`wtxa5wVP)mdbc zaKBdUa!#r7aHF$JOH7uqF7aKip%CXh9=AeCi4@pii^ZKd5FLCxBbMXXtDCi2els*d zHdi84S{5ZgJ~NhTN-`Lg2FoU;b-Kt@vS_H)nGZ3S^0s|+81qG;YDRlWNs0x~J4;kd zIg$Ori93HTJcLYfl0f;)xK~?}@<3Nh-AOWf;Z#P@(Q=|^Nv`Ej5!C2 z8V!Q3vYQSs%M|0|7Y1=*SC*nvW%I)WbWhQ0RGXd1B-r7HX&HV-4zZwm454pnaay^Pjka@ha}&MIEW>bE5}2r{wa$ckWNg&=()-KN z%M>7oTdPp%yrte`T}+Plz+K7uBb@>b;g~!AUSQGXyKf-P?Kq+ zX(m)Zzl7~OqxUsT#IRK*XMWM(xyi}gI_*vslEI#q_K-&mF-Xz5rwt{YQ>nNLL>gH? zcVS$RZW-l`j&v3YPl#4HvN3X}P4|Qz>_&^PiKLQd0=Glc=tqSU0D8$%6O z^CA%EA~G;ezpN%?C|jsfi-7JR#^&Xlm2pI{##xS*I)N^2T_fM&ispIr7-GHnK`n-o zvf8yty=#eW*o`q2xWr|EAFCxQ%d{B9^8`DzDv@{*tY{vq(w0M%nkk!AR(HU)3sp4f zq_Iq0$(A$k$_zF^u9(&4IO#Fh0$10JRgFbXFrD5bALtoUpYomJ>-bJv=JrKgO)9DeZn$R*xC-X+kua7`{}==D1u%4JDazl@=WY3yRLA3TAMg**Ut! znPrvD)*-0VV@^xZ5VB`1Dk4A(ULFgJ4YJo6yt zl7@&KqJcL$I=jBPN*7tVt)<;;B$HvBpe0}dy+=t^Wn!SNu6tylvww1Nyl;5&>_8{+ zO@f`1P%dp1+`r1&g{l70mDRD<-pY7KZF^;ItbcN4d8~JI_8jTVisz~H1tBY$G1bvC8^X4VJ`tq{sfvn~NRwm0LH) z4!qaCad~X-hn2fuE!OUDzxo5Y&%^XL$9DbYgUansJ9d6hdGP&e?T*8h$6qbhpkUtp zeCqhY=8XrRPt_i14w3S}`y>n?($G=wA^l)i-u7+&ba8F0<#=P|>Q~pMdWdAML*8ZF z|E0MhI+vR_L41yz!X41qhxN1IFtx|pH$u0l^+P6)qkS&i1nsGVW4i`vNKNx1ygdTx z#^t#lKeVw$rW93l(~Ak!0lW4+2$L-*U@fCy0aXp>(r~PK_Nou8$6X0D zefP=A()?IU^YF%XsKDcX^)gH<29BR?@tZe&DVSU)#v8m&QuQdtkyks^zHn)(VfWF> z?Q2=StKVE`I7G*E$^*~Ljxi-&y`Exjz}H+Jt81=Ik?rJbT;%#~$HQ!9||qzx^QjUmFGPhu~|Eb5A-LCUqT zf5u^JFDGK6;bYDv|f~WC6{eykO6B9yi?o>>nB5$VH zoc8O2;YvLQANw>#TG_Ee(zvvABtqpK-KT^${K=RBgP=dAX4zazbjlR5%w@DB2Dzy) z2V=m+8?}QxEo#=-N1y`B#kcaT% zLi4a|6^Sz@IT5#(gjEqu&9AKDL_19a8e=gtZ#oG~arI)|jQge5tmY-tD^(SVgs)8X ztaMf!5S-lBR+DxZ>hv3(_~c6|`6Y0d23KZH4w*IVH`~ymrrVovUko3ASCXfIhs2d; z0Htd!2F=W&wm1&+QxbSPKJkRl=E$Y|ku#g;&@>5A+g0@1j*Kg)a5-RBNT5Wb7kARa2W9_{`5+eGXMV1A3_zwT8lQ; zcmIfV&i}`T`+Eou5!NYsp1;v#3c~%*v@?r-RTOQou>Oi3v_cCh`1c4n(d4Yk4lPEK z^FKalo}~p80uV6d?m)C3{qm0p2O%L8PTI}yo>qmD3hgHP9wE!%Ll(jkus?X`@x8nD zeO#|d?}jX_Z(b%;5qju<7It7{4U5W05jg?dEz+6?5X{hxs=(w4-$s-YjpfH8=muQ< zTG(e0m zksQ8CIZ z?|J>T4^D(z8|DRqR74BO6e6+)TaU8&Ve7)}r#O&elyG>Ak?^ZU8gkdG`5M2902BHc z@fZ@GPk;Lf@#>j$)c?tfZHEpQdPJ8L8L*?VF_kD_B-e<-MiB|Y@_ZEvd=melh->aB zh7-ChL5{)N!@s*=^U5_5QxYR|98sNPuFD2Tb*@Pee^{=cX zA*z?&3-utvJkMB47;+DAO8}swjaMbl+zFPL63emr2vZN8a|Fn#UPclqBDm$H{#G8; zJ7Q-cx_s}YprV7I1~-olsfk8xh<#N)o}DUURFM2(qa5G$Mj-)3PEY)LV8?d9ihC0h zEN0_>MvRB5S11yNZXRL22fzPs%njhaZ7h;sIRW7s*;Tq#Rn3M`g!%6v^D8ii$sdq)3LkJTAoN zBwn}WdZ36D>M8Z1Xc}(ZCHR{UdS<$=B0c1ug{6!XOQtZYb=#{H(Z|0!Nem|Oxa`Oe zzx`G&d9l5@0l%@m7;;r%u18NTa|l8^5qzVg`U6Y6_w|>`sk`@8L>W7dA31p7$j8S> z+4Qmj#M!=Q142LxrzVe56co#uiFQ@4CS^i;s&ww2(m9L03GMmncdl`0AVqD_>Yx+4 zebfbufb7rZ0#wcZ$mXNpS;QRq?Szb?%$RePEq0UeCkxAMN2r&fz5Yh=I7HWSAIu0S zM5S$!VvTOwPrfGHo0r}z#-sYP+n+~@x9UYpujf#eY>Dw68Dk8;H*!3dw{G0LcF9nl zhU1yA(I%AN{NmftFCzQvKCH^1hGE7)7LCYpEWjLUYag=S zKyg6G`(!H%m;EjK7WzSiibEiN8&`{rVFYjswfUue#j*W{x|Rb_JnFr#kk{e(chQ%| zu6z1Jl=*CVd8emU6>HArFT7y<90!4W9y3q!u*xSROn4%m`X8YLhF)4s%l)d&-a}e6 z%4M__A7E}sVCrg*e^S>rOks)+9Kr!!6cQ0G%QscdaC89u0;#iaZ)JI^-+lYXfBw^n z>Zy6pHhL){ndR&hq9di&Fsy2}zfkz}H)&#K7vmF)r#BWNVF9*f=to>lVg?++*gP>q zMm?~3i3+y9`~AOvdS=$d9~L?kGECQ3t6bD7`P^s*>aoT+RK08U8b;PI3vC5h-dM2w zQ3kkc#|}znByk^O#rWrKFQH=<>E)`S-X2zQ4v?7xzPgZ^krz?!ay2brvA5r4Bt=z= zIp+5VUtN^C5ubcl(M7gz+g^NKAcXkjSjYUlQ%F;&jqZ{FLeLbw>ECmC(86A^aaFQb z{?#8dU!e>_U@xC963{>XUItg}%D;xYb{9D*OrEzh7a|n8!V7<6o0Z*qSVmR&)#|!a zNUq)xTwTOYmZ5MKGm zCndJyO#Z_{&*r-1G9B8vBZ6y~@I?c;Fbt*TF*WKA3EUzI`Rr>$PBw7jb~uFgEQ~6| z7b0R=Ee_*_mps+l-RLjoL`2&!tT_Q!Hhjlxq)h#p@?U($TQ5beQP}t0*EX?s7xS1m z{DEquBAzWH#%C%8;^H4Z+W!Z(0MShhH$fXZ=bv8Wr;-+>J zV|C}R-jC8_Pt+-^y!fw+TIV6W`S8M`3t6?rMHdqhG!M-JmgvmsD*UW6X29ur@c6rI z>7K;BVFHFU%p<)1++Q-?0=YF0CJHPA3{CbS5A2S#EuN&nZK7q*YcFNxqo~XxG_fw?Pk#)nHjzu=`noT_F?nGE6DQ7R zk*|!et`cLn?jopVC#sD7{BUjyC-|~T9siS!i6O75Dn71`SP&yKHNulb^G$oI69+Jm zY4isPZaC04;#j9jb5lXaEn zsIoajh4oxp6gsQV70zM!Yj-}K={tF7|G~Opq(Vak>}lUw z%I*vG(LwyWcp~W??Z@N+-(@@v(aksBjz2ZLB*&QDdPXv&3^|cK-G8E+jv$k$V0dKL z+wXc~tja=X^~J2dcX(8S^SVR3cbDftUkq<}*E_K;9uo<>gyV_T46I;^E+=%Q{n|cx z<=!`6GbeG*yAL;y67aM;%C_}wdCJcxWTR^hG>4>yl26t<(M+@Gf$UAcbueqO2O zz=wN7_KeRfm+S2^S)}lH$8sM0ndmOoH46R}*blDT&R4lbfV6%NFn4zVlEU6Y$knYPMc!_eUW+5(yf>o zMotp2%8W#l7Pf9)zc4jq*WPDc ztmR{3-|+#v_yF|Y!hYsacWlpNE?m3}Z|vB)NLm7j+Dd9Huilxj|QR9iMgo?p^z=<&}HiGE}_H{@ovj8+-BEbpv1U8~2Af zy0CToOTwCAzviK-fwKB@zS!b54^6IxlR6y&>uy@e3#2j$S_*_eJ{oB8A8{YohN1bY@kw-QU&u>Yr?MoMJ$s;G)`h8Qx zF{|#iFjm8q?WjF|vb^A@SeFKp)g7UCYT9B^xb(#}2R=GlSClo;KgToo(M;lR6uid(aqUwtd>_6<6=P!Qt+2y5itWz4E-Bc_uQj5$4pigR*G%4$>YB0Be z+i4^(Y+b)`?J^xsVyOp@oM_dK*`mCOD~b(?qk8#DVQd~Dr5U+T;-I0o7P_~`xc-GV z_LOxsHGcKn+SS|F)~5zrYERTP_v=Zmtt~1|H`kF2=rvnX;Su2xb+p!JohKc7{nFz2 zK*+EfSS#y`GpD1&NwafwW_fKrvSgXI4FOv@uPDBr~S;@ntYffuTV6VAcNNxP~a>T4AJG2nKMG{~=!bAWC^ z@|~hp;q`ScS4<`a8Kcq}IZaQQ@9onTO|LU!;YWsgn`#anK91izx3r$84qzmeFg?16j#s|t=)l6s&cJuJ(+W>gQ;c=9i?nk%^rb4s>*wmahw|zzhOd#b#s_rDmxHPcSU-L0S)mldIuOI_8Xt)7qw*^Ys89 zJ;T5TfP6t?z;fuMs1bYRa8uGj@3!`VIBAw>$3QPb-K9q#%urgl8m@pU!`>_eu0Ak9 zrSpb50tDH^vtVHp+WRnA(+g|MbO&Z5O=wIy3~`vB=?AGpJ6+Cra7-h;q!fZrNy}cz ze;l%GUQZ}TL5*LFer%+>6Tcu}FB4Z0oW=pmL36@E$f4;50Me%NZhHpL25hH@-v!29AnK|1gMI{!??3bLislq* zvaXt|1W=>BGl~v^)@4Yn9*SCe5JVa_#<1F@@o22gX&GQAH@4!gxErS`@Z(y=!9YNN z3>Xy~t}6Hf1b>0D>mNH~X=#|_SOs|i>NRT&2bLSqn2LXTX^vmOHA9v@=VAg@FdqPr zF##^;HQ{gbHC;vzhj9mjFgvU5*dI`M`hWp=M~ngR)MBAO>pX=(bgmUnm1j23_V5YU{&8qHe?Pfj%`;!17jFL{66rf%fR{$-h8_ zoOAR1y&5DJN6d-u>dI)+kYd4P zBN_ss#uC6rz?A6@X_=h{n}lmDLO3?g4*UB+n}WeBSJQO}nHeOw98hrIZZHIRHeU+> z25eTY8@7V~;e>|ymqv|_-2{-W{wiW;2#rT zQq;oxpD{8nIRq*=6#7VDW?jgi7(eiFb9%MuJg4y-z-W4S-Q8_LH3bU|VjV=SesLPc zu1<#gawnOrz~&>tmcCjLdohK+y$8Ysz!HciP2=j!UEN-14-X*Nz%hIqSbqqeiP;4h z82fGE)BY;`QEG1KglV^?0}JcJ)auZaeOL?|1BebN2*g_>6pn@=b9_LJdO*l{t4T&W z%nO*aQ_&qEl^mrV;?TGiL2y}c)-r^qv;YIp3tDqH2p~h$L!58`oWu+$Z-CkZH3J-4 zSWF+@_0ZEUQ0mOloj%PT4hFN*+kw9hFH>kvGmPL!FAr!kb+(Wp*F3qO!OSj|Gf|+iZUH3K+4HN*LA?&!o$yB@FgKDxux8pjx|P5Mn9AG+ z=OR=>PoEWJ6&&ke-jGg*!WOW|aAFf=er(flC2-(isX2m91fHB428(mdesEEl3ZJPE zP&20bhUnze;0%JNv`i5(HZnf~Xc;N*oH9O~y3-~)NUt+v7iO0)T>?+blCqcS3_qjn zGk+1tL_7r{&?DEUUdOp80tA#};G`%(Q0ob*hbCl4?ct;0c$X%$$idknBGKP76oD=J zu`xxc8^b|JLfx`+c7_LGWd?EzPBwM*hQ8~_z+!P|;-vtE!C=v&TuDxtX5cVi*af;A z%ve{iwxM^1948YrIk~Vw>3xp*@sER|A&RKRXU`M_WWPRh6l%1yq3B1Vew+A&Tj22A zDLbV(&K$GeK|Zjmu$_V0>qw_(t?BJL#INf6QXVS9oH5tJFhi==;%BfDOn5QveP|IA zJ}z!vT%AMG@Cb~4&Z>yB2pI;c9FBXp86NQH@RVFQC~Rb!#4r;hJyf=WWsmpG;E&ce zBJ?#SDg`(v);wi92Rckc5qICb`RQ_uK(NONDKm)L$Yg7P$<ewm>@+cid{c*~b z=mv(f9im3f^`(`SMG}aBGl^f#@8>F+=fTbZ7vsw-;y{7vES@e5VRx1y<&SYY>bwT3`;L^ z8}m!6tA#h<6XG>TokYJA^PAB)EkvAy9>@*P^@sr!lNePFw&{7qN#LCU8f2UTiy}72 z6quYFCOM`cAtZ+bMj<>aAn6b?Lf{Ai!QlnL2|5KPJK$2!MIfX*GitzCpd?(361rs? z!w|6}A+%+~CMpy}x7Hw#u!F;g!Jc6>oJLN}M~?+pdm)NRG14f8Tn#VeShLg|5#B>& zH-X-kf)`Ai^4lssuN&N90HatYLQL|YuE{gJyB$#NjPJneL|t;w%7nZI7|v> zH*D(BSU9tDxQd`^LmwaP8#vLj^#xi|o+<}CH6~WQsgKo}=U@bt)A)~mRjE4!8 zEGMG5+c=*D`Yf*W!ubg`lB5tDk>kqv!R5wPotY+9n(<5nP-d;&p|zO6lT z9-=~$RmTf39K(oRaIQq*LUA#uXOEL;(u3!0W*3*{K@pj>1Tc9xCmTIlUf>4ywKcXv z#+@pOn62p{0an-4WClM}v`H-TUDEUx?#w7Z;0k~>l8W&-_?Yd8?;vmXGjsGEScICK z`=rtMs7}1vNpRB^jl&wAfJ9qMpvZRdO3iJp?g}Hfp-MDJ(Y-(hSYuv)c{(`wQHxrH8sM^KOMwc+p z9)E@SLf{g*F_Mm9{|_OO@J_{XDp=JK#n&8Ien5maDX>(0`$1Ib4dwYm0?+ z+uE06P;v@|5*wDSZ^ohsp7NYX%x(eo`%ys&*DL>{FsyjWp(rF}-d3Qd-9eBF_e2S{ z?@UZng(E;!3bj|5Ap{iPbi%k>k;2o99i>#+;E`ZyUIA9L!_lrg=l zY6c{8N`m}RreCohfrkoVa*9%qPzQ6G_^Zr^VgORjDr1;X^VAALZpHPTHiEIK1#5MrnmqWJN8mmWqeMXrSU`|U}uU`YJ}=kiNRCh%f*D4}`H_gV4iS zE;G}(To{p6OeAlP(XUWvB2CIdjAlkgMBXRM(@Q{A8S}L8C;<@Rqz-czdA>gRnDkAv zLQ&PRDK;8W&vLQBu8ac{zF6ll%ajp(xw%|_Q1F4y`~CJ&bkK?<7Hrqf6BcZ zRFGC~5yJUXXf>s);XH_%EhbkHdSx7>a(NpFx4MKd+V^MDPAc$cFso!^VPK1p1PNZ* zx`{|>+&kI<+;_AHB1gvALT?zG>12d=ZjmvSB|n+ARIIfMrLZf%li3y4$(Oh+rJ`?t zPEV^#of?ky41GyFg}5QYvSxnPNfcUn2lY6gO)@U&30b??8BG~O6xdev@LV5%kKkz0 z!|IZw2zwIetFN@EolQF&S{y`mC9S2nWRghEvtKrbNpzV44LWi#?kd1DNJ^S84tOQe znncyYx_2fK7`cIODeYt@&PBM`uf#dpMgOI|XK{K|*_n7l&Z=Y5LTBqrNjWZ;f-b4l zYLzQWfvJn1609Jy^2HWQl|W46>?|y~-##)t+Vl@N3N>Pb3ElWmV@tOsGv08$5~rOi z15Ss%yS9kZND4?6Jd0<8?77&ypMr~lAd<=+_39+9LPqyazll^^1}Le4R_2yg7efx< z2Mo!f&g64K;UGzyVG3@jQKw$Rxv1LELiV+>abz4rZ*>yFsAxHPk#(%#-;B(zEXgjc zYfg)cnR6&l62=l~XCAv#vY1&Abf=D&3ZRpPc!GB$6Uclol`*ElPlNfZ2#Rk~O6K;p zcaoy{^;Ato>Zg;=`&VDi{mL{P{jRQRsXH9`(=0o8D%-MmOm6QmDO9FQ)syoPZ?j$s z2##Uo#geAZAdL)k8Wm@jjG6*(tSOmVzHW$G7CSRwOs!Js^x2SIDMXin2B*XKb5mRs z=ZDRoJwF?+pDU_}Roa8OwGu~Ro5?~hvoqzLVqfDG+0yy-3rnWkiVnO<2@RMU4KAf& z*1h5?N`qN!D>U5SnRzv_7EYxkRGn){%QjO<*!401q#QmSOb^NWojMcaWzL|oXLnb7 zbED>^!qK`xR_7P}$EaDkzTrOc20n?LA6MNT2>v+>rO;>-Lwzr$CMF$?qxINQoy@=x zb!snl%Hq5GCo--uoYutCT2HQYDYGl^WuhYvVxl|u#GRM1F&FVSYFFW`8~s33P`2X~ z2>H@EiEGd)Q$Hz5PGybnx6+gsyz61ao2NiSGE=#UVWwg?%zHSFNtM>tC!O1R9)oy<`%AFm1K5XB5aBZUYlisyRbONH?_P2*1GCy1F zIC8jsBfs%c^TIv&^xBiXvm0|A`!P5@?}7IZSFXad)z$W{fVk8iXhkK?p}qABccS@;fDvdg z&9_ghe9n6}CR$E{a|0UrpsUxWYA`{uJIRAiUiEPwLbU}%h+Z3*j%m`*gnT>IbU z$2vfjFHH3IhD(dj)zmyReyXLhfAZWwNB`Lgbkz+&B0Rwv_3TsK!wVOuT7Z@OU5}z@ z|NQzy2LQ=LM^pc)p4RTO6CDS9>V>hk;q!CnW>&zV^Zq^UmBoC;)EGF);#h0@&`4K( z_qns-u1=42v<^FgXQtt%h_N~u3t%3z8?Y|J3v)dunk#3AK%8f`$t+glEDv6d>K`KTeX1XiPF^7_=6LRKL27)GrD3F09 zg8tcC=>rLXMMc^ST$T%(U^O*jjcfCvu;(E7KgxU|I=hW)5VUttirugiFr@ zo=UcSR>4QMmlBvEYbxBvm%%lZ)X3+?o=TBJcs&=(BUA`2Oh{wY(*M5gbMtWk}c zYqv7un$$~@8pb9$-920Y?T_|wT0S2twDNdL0Ey2yeFwpT8a>sU&YQeE$>Q93 zA*%;`G@y9>>JPKW4 zl+f}4+9R>h7z=}pvKxHj>yiB;-BeKd$9G|u1i+4c$KvloKYZaMxceud;bEdgKQJKd z!p@Ac8P3MTe|aoEV_RWqY&;-VR=$*C)JNSbcOMl2xlqTB4sSd{Z@^$6+=R9TkNgxRtg;`{L$zBBNWIV|Da78?EC9PA%|Ds_!i9oYi(9cXlcL| zZw{1X-J&Pxb}M49i`xx_h^wCxDw? zy>ZQWhPH-=x|0o!^(Q_Cqg|*nJ_4TKjy(W`{B=lOaK*v9Q!m-NW)6cV!GGyq$?++A zWJRrM^BIMM<{p(rTXXAv(C*&9aJ;gMAjs623Ww)^|M05;qAVgN{+B!>5?Y|3`(jmmqy8U(V z=oDn(t)smYRU0p}qX2g|uU-FiJtkGrvBN}q$P>gXU*#n_DUBC@ko3GYiQgL|&v5n-B#pKO5nijeAcE`w2TT zj4Ygj!h}G>jZW#-y+G`J($1(lt>2^q8k8X`*WTJxclB%;syTH_kR8l3oT)qDlDWWhw?bphkCx1f=z&fRo8=blbU*6cdknvDb&L|EAvAl7M zw$I#9En%#xKGpYCZq2R_J`O^ib#RCez3(O9_rJl^jRGzD(|aP(2R|XWI2`ZpNI?4F zNtJ2^RBkn{Bca4thVdDWCsnkZD|e+3t-`o>u@1byJLl>_IdsGs!%;$wLRevgaeTv+ zy8jCqV>=@GnHY^lC_=o^#JzZ$#;{Xc@a5Oi@u_{Px=d zx(`ux6s@8l^m7$o3R~{S-+v8-XD_uvFGZ}%R>14OACeZy#1Iqr5F~a^v3(rz+~OC* zo!!C?jKgXG^+qhoS!ir?MV6HH`l6|n?O(b6u#j&Xj_i(z7-GN401=hMMP^>FKZp)s z%U*)KW$l0dHO!h~@#ECceJ&MJvlotKDhT}Tezq>s#(yi^55MZJY*s~LA>XNjIZ1bU zoq*_z+NOh4b}_oYVY5VS`U2Kn;q8L2;@&$ z0PK}4M~G2Yr|SsaE<#n4E0?yeehNqfM1Ew~Td%#jug%g67-DSq7LK#~&-ldPMcXi( z&`6zSdAEm+fA2~7)jjctZdye|J6J#DR+JAozV}@mC0CJL zcXpWV$@?>?<)B7axX5*4x6BEb-uvKaC@J_|h6^2Gd?Wl=R53#b4Wo?}bH%f;VO{m2 zH-#A#idGo`5Pi-3v8ZCtBbJ8V)m5{D3}m?ZVI+k($95E#&x&!vvVB~}hMayf~yYC}qZG_}pNQ^Ag z(Gb_ajQ!tFpAUb^IZ`uFW%dfKs3st2?HEQ z>yd#Gwv8_epXjKz!PIb4!=5UcY|DUmQPt z;Lx$wQ9oZOjU6@bZ7Ux1eze_k5~KX-ilY|#BkTAEg5P??e63Elg4AUZb9Kh|y#AlL z<5-(dJf}^4?d|ONgNPZ1#4D7t&M4opagk?ipTAy>7HjvuoIxV_z%b z@1N-ahYuV7N>lb>;pT6Dbz8W`Rgu`HJ+HqUvg}Ir>O>{EENntP&-KZE6s&AwW`M9H zMHZUx^toA_s>%1OMXV8Fj~OE{U8b!hj*DX{;)DsFNq<|8;)R`^?XM;%Su3jXQDdfi z7?PRTGA0}m>S%rMS?~M#txuOHx;{ab```rrPSmU8r|1M9##p-g^`m0NqPf|`{@wl3 z@#(->{ODL)<NFiFs)^3@W6R;2w{26dDz_uFRJxd9Fy5r* zoFl&dr5E@n!2>VhAh!3R(|^Xs_tfr+)+0{Z=hu+Gj_)rjirCYimv?yMmBO@r zB#$ejI^N)^k}h(O1WNZZzDQ@c5@>fE+5T##XSm~$D;AvW+V)nV&W0+PSe*hZ8Y*hs zEvKdS$VZ29&@i+-a%b(qy?YKd6OFw0Rn!VOv8po_TV;R`y65hLUST1etDc6B50N%R zXT-5W8|$j|!iP*dini-lq4!m}aIDt7&y8+#K@Rz*`Hiiui^~&zNLbMYToyDT&LL&K z6)Rr#@iTaI@4b(wZI2&j@meT99>go$x-Gz-VF0)$#`bD;vJI|iVLwLe)M@GDdFV4v zu3SlK<%8dNdw1yJ-y{isJa8B#FUps< z?}y&k;_`%8X)W(uQ;qOhhflVT%&uRgBRJG_WdA`d+!ed_<)_Z+fp@nTy64RY_phy< z^+o$WI%(L*d7xuGz_v}4*viFSHJbA_R(g#EL zxp>h4e&basVN_;TE?vDsMKV;tgHFKYn$KE4Kh|}!=2%g_TsPV&+{lx4lw8iOhzO@; z1fe+SmTzp4lbPtNJGkdVoXm=M0OXz;>uNmyNqv`+C*+I1o*BIcVS=~QGaT=0sjba3 zFKphp^;tgocveU8c4O<3U!}Q;&<8d(iFUZCmfPI|Q$|wf^3_eI1#hsXzI&8j<5dU3 z+|Ih=H7E40U}zNp(>5h3Ge_)>OX`6T{OB4nrLl)q{2rkStK}+{9@WXS>phGY}*UEi*mu0>2CO#I(=lfF*P! zr$Lm?1B0LHGWJ&GI`9Ud3a}a|Ok+{$2AN$wt9lxMgry8=F%#OX;r%|9HGbVAZI&!qJ9d!r2rbK zoq&Ksfe4r^_@c}rAL=$GU6T~Il4wdwrsD(>G6FjgUUH~V)zp9j-ONPiBEO)~tkRvg zO$#!u!N~>S!yudhfwewUdk?25yqFA()g=I7CD`JX0%roIuJ|ww@_=%zhO+MR;&iYc zRmnuvWAmRONMK_+TN)Y~8=K%H)3o!1>bqeJSrk(q97WL}CM~L)TXqJP?^c4@=|0zF{j(>No(P z=+b0}b*^!Q^dL4e;knGd$C1py^*ltnmchVerXW@>RFGP;#(czPvS@){fxKl{aKMTh znwCQU-dck)tJ9++oKE38qFiOFCwNdxLtSGjb;Cs$Mr~|Fh$8`31zDwg5@MawJFKO; z_sZfqNMcof76Ds0;>wHan*s1rFV>Ul=Dh} zL2Fx^WNv9g!p7p%VGgF91gr|e<}`vyMNNzDS{h8Ap)xVgny+Z@bQ#xM=5zw90%By? zV`prGS(RGP?o`wc!++9-!3GA73k%qanMZ8aXE02`Lh2-`mh@@HLv46vZyG2D7&87x z4ocvI-m(a0%>ice1hw_1g=)Z0uU)>(e$xuIs$d@)&I|%rQAS$hQRwN>IqMGWK4&1z zGBcY&FoMr3f+{l*dZshOG}`7&h2%o!m$6LMFSMrV-dbW!MvVa-DX7p+Rn2s=C$U~2 zU*?0#59SI^Apm11Izl+W8q~I!9r9Pst@agHvwB{?(mD1?E(J`Gfz=!x+Eh==@uSD; zP<^%P(mQu>dSM2J&(5u^ljvla2AXP5wz%(ZUb>ROKdcY0yru_DJagsyR8?=B=A8P2fGRimX`)e%aH4!5*%$~sKd8)J7Eh0 z`3y`0gGXO%0%>r3hzEoELc<)&ifU>>5&I9Z!e{4k$4{A#YRW5U6o2K|I>6+bU6G+- z%sB&aEx9MGKI-XFI+4arn_UV96D$lY7!T<-Yp1azFS;Q8;>1Z_pXY!D z;(dtgK}q2XMa6E}$=87e(?=5l

9W87W{F2GoF1a2>r?&81+VoB;=)7v%;S0N_bq zVI%O_u_lHmft)Df1pmraJLJL5FjApQ2f>yG9Z3a_4A4JK(x?WWDd=RI%|*=5&N?s! zXxZFojJX}6u=QYv(kCMTueH;T? zGZ)Q8dF0TD0&U4UgPRvBP>Adrx`{$S@6{7=%e3`qnNofc06?vXbs+pkMSYEsFKn2z z3bh?bZVslNx5ngYsOt6g4Z)!%Ek(^Hp;%q3!w@%|U9v`{PdXmP?ZWECE0>pzqYeC2 z^w`{~gOP=bgVMnb$1l7+&pW-eapm$_q@B}THpCp9*(nMLs4kL%fsn(0w z+(k>}wSn8uj)g_v?!UHlbZ4mm>eRed7X{)6`IB8>xyWN&{e(UNn1S zLIjTqmoq`sX_h%pUp5YEl-&;w2oN53A@oJc(7|LUzD48#(>rIWm8DfJbaYo&*VYqi z2a1|`3BKFDG8k~s?y)vH440khmKXa39nLV&I!~M|7g~uL)*#3t1YLybAoa3# z(zK`Az^`QY7>D=2HHZp;04+3Di518z*+>UB>@-LT+m*lk;Vyj z+huZ9`a6W}%`o{`HQ@%~`HPtBb7Gzl3P*#r;kz6;P?$_HkTdy?1aM-<$ef;XC)QS0 z*MZImW)g(uL;XIZzDP!?r=|9IZ4hr+j5w)W=qREW!xYo&piNbWq(J93HHczc8RleY zY;tsmoaz$#5P^u{2V1ZdU1)sNJaDsQ7hEtpG%Ondr`c#8B*-+y9hjt7VAS1Pu~V>u763EJCoJQ`jlWSLPxJ_uSuLsRQsz=A@ z0gY!49on*@rjakLCPoN}&>;vrBzb_f65fP(;JghCLSHqu;Yu0FE^aQr>N~=#01jes zdEo#W16cLez|9y%!IH=2pAA)u>k;`dC){P?bs;Am*`jJ*1y?(gZasql~D2C*LbG><|7@nY7 zk~=yljseL^KiAVyASuW^?I4@(2J`M)G7m-u&G4HqE;0$$&_OxJT9Bw&v1`n^e7m8( z-7B+L-WfA6;iPOam%qwuk^lu;WDQ_iqOxfZ%*WxX8BU6!5)Fm`WH?jwSs3_P5ufmd z)Uv#W7f!?AY27o&iY?`G zIo(2(PwwdmxH%}{jPeYBl?*l{@7N&;XZ3C-GnGv_vg4sW_#I2h%tb579q^>dx1%EG zfOlFnfVObW&&)5l3BXH;btV^pCP~}RF7S6kWd;ktnNxL1rbA`T@sKjG7r=Dk>o9}? zMA>4yhX2C%;8NyQt8xj6*b|NQcW1^*9MZIoGt84eAPKs}36Z=;(AXV4$Xg4`^PF}P z6zOIIRn>${440qIKqO2pro>(|eiM`;ZG*)|-zo!AP7TItR8IQ>ktQ&4s7SI zCQ_+Hh@@%LDv5N9Fbm_!%3=jM{qCeYg~O`wk{MYPAw4E!XKQmyM`W&(Ohu`xbhqnH zHg*OgcVl00Se?t1jct54bfk);YzX)}s?a)$vU-4OdkSqeM3{F%g2=s&p40H77^#;djPU zbvZ3ga3xqq!c>Ssp2A@x+98oOCm}{Z{)@4YB;y81uQIEwIA2$x2hGH8zQhGWf8@rs4UE=2ncdBm+fSI z3nm{AqS(PP7$KEHr~*>%U5PjeKrYFhi?mw1p<#)_$fV52=8cbdl{QY<2PloWPK=zD zWx#rgHxwwU6gIEd+^+t{2(x^Sy<{-?RC8M>T?R5_6JTi_UcNY`vs1MD3g}U#*8Yn< z<=UbyV;fSJ0le=^Mu0sf;L6tth#4G7K?rQp95b$RNy0(Euy+d77NAFq+IcQ}nTX(A zD2vII6P;M=SZVxHp+crGgeBA;%jt(X1%cbzYPe`30r*G>c8L?BKbvKc`gT)CQf*Rn z;vB+MW1(zc)IeEsk1q<~8zLJe?2^)?z`igKuhU^5cgiHGIGE>Q{|A)91*YO}n!n1R z{BHoLAd)y4>KKmc0__~84HbZRHILj>*Q7RLl+`jIEge_ef-aMyc!@Yk)2^V2J*PE9)vZnoL}2mH0eUEmZYSCO{^CrHm*qW93fDf zvR;Z4B9z3vkhxs@DO!1n=rb*^F!m-VgCrJRa_Me;@a>GUOeeV};t-CLlp31-tfZ3s zB=2c;5J)^M14m^{n(Ap-QU**zK($n1UNDjBo9YCcrIOhN1jvL0{Hk;&qrjtGF~$uM9?w`Rp*MOjCWDJ4?f@26cn4dZ}k2M%|6TeExxZg zZ92mlX}BpHa>AG-Z^zZDl#iU5v-=rfp*jc}e^zO8mY+`PWmuxo+3$vS4h{ou^F=g? zohu-8%twqLGKQ<`E9U{d#pRMsH#81B!dl(hg-tESk}fWWUq5c^kb_Mn3crvm%!W9x zGLwwRDHNmj2@p6^f@BE-UKg|R3T4z zW>&9FVH?#zRv-?OH1s%X(wjoyl3bdOq@W|}QId)VE*e_eXPS+RIUp&L;|QY6<+|q} z@iX2-j!Hbzq3n`f$DF3;H72{89>X+okp_B3TtA7uw#XTpS=dIcE!g;HJ<|dC@1Ba+dK4Ry$>35m=07442^{ zsn{sIMhDUxn^?!KWsUh71uu!ToJ_&mHy5r%ER#A==mVU3GN{FKx#7M89Wdi7k{Kq7 z>{U1A%`%Zk?q6yg-pH@Hq=G9|_FPV-b}lM$ybI4s#=rSSEP;eq=g+IAre)x7Qhx|v z3`{@7*+fNNz~y!CoF3f)IjYmb!Y9WSouWWT=ULPy)e|*Hr7|f=`HcVb@S<^3G_bDu zJ+33eKcecHa=69dMi)6eD!<-bA4!8jk;Cv98Db1Z>NT`c<9Zo|aNV5X^czz^VUrCT zOtCR>Q`9(lTUpmRtyOhg9Nl(Q6Az9%>l~uRt8fdGM9rK8E0}0LMQ)TkMci0pL6uUl zrk1E!03=^vIJjjyu40x_YMJhY0ipMXewd8knXyD_%&btR*@?!YlO=9a$71ANJ{zAx zh0XOdiTOH13LQ{>$@!;z&lVv?|J662~jo%d$7~#P((=3vVa#;dLN3k>EBM9 z)xz`3vP3pa9G}Y`B`@(*JZt#JBA@Ib-yylPm?BK;oz92O3|?TOU{^4?SaO2A4HHUm zEC!L&N+h0sExTEIj1rriZ<$KEoJm1YF9#oxxIgL}l(SbexEl;2v>2XWEn#q|N0qu_#LWcX zbON?UWnp4sdTAZ#p{1*@yS0nZ-7Imxsjn;L=G&+NhWyfIeu?%~R# z?=OTHxp`@#;lSbUjoWaL$J%Ej;(6fM@aFXkW37}*KZ6H9N_*4r`MSFP4Y;Ga8l$|Y z&kQs*_RVgXGH!f>+8hny%Cc^$jI=Tb_H(3uWXAY{Oq*Ujoqt>~y}JWmammj#w})YQ zyarNw6WXX-{h_b%1oqR)s)N07HR!e)T$bf2i?(*nBOIykAML665TMgJ9WWgogsHyb zMl|)WeRg4dD372~%PJYeBh?f)DD98-wD(p314^thI@}Ff<=gw`QCGz;;>gi~+WnBe z6hJG`C@X7lliglX~`e(hGP-(y= zb^Zyv&WJ7)<|l;}IXsdd840mi?dGTwMs=D?OcF7+Ha&jb z&GW9bD!$sV(vQnQlRKKjscEE5rHC1~<3C@Wp#owQ>8E&IIIZg8Qt@o(N(qW-)8WlL zA1;O;OU+rRPYl|fF-E8iqV`vc5fwH^I7l@*i8!BdcID!_36By|F=-h3*t6y<^$bp) zKR3`aA}8wU9sx`5A=JvmuB>jjB+VVhe4F}=Ao9gOpmDpG>d z4igiDRohseV33T7r;n}Ryn)6m@2CmL0}%ixgiQj9pQv}hHS>7?fg z%vFH>tazE36@(=g1MOhzm{Q$9xwI%IOKC>2vM!rd(kCmTxnJya>al`BW+O-$wwKDF(<0Uu^%3_pNR|8DIY9SIoDCsG0c~dJRX7zfdDB;@;L=fJme3~(d zC6lVoclV3=O`)<}Me3UVe#WUJZ;)H_?R;t~gA!*m^(01OSskAYxs1J2LOK@MWERM|1W1midYoU-^7W)@CB!hT315;?I6A6I%Zib6 z848f5xSQZea!+=BSX@#2$tR{OLC~3bm=Tt~j^#eD35j8=lT*dmwMC9rmrk_6cjp*u z!^nG7jizUCQC%|7u8?Q)rj@Z|%ZXc*bA$p0v}IJF3zAHIIAbux7Y=oHD5b*g=2p<+ zTfs_VUWANz_vt_X`zJj7Fg0I5|9|=i<|W1EsJ`II(i`qL$!w5zBg(Kq^uaHXHj2d&&jl?-ORij?2H zb?5FK$Wi8_j~Kwgk3K5&!RxmRUVhsvZ(-9^l`s*gUVEY7+8;!RB?N)M+PA**AlD`u zp6OR^J){NtdGOM}FlN&c~75%`5+LOqo<`6a$#YTt-BLdVoKSQ(SX(W$qOjUpF zQ5Zt_a?k%q2!j|Ag#@|duMt4Pyt3GfJ%_ga`9Iz~+Q0T7>QTVtJ6{UseZ4^K@i3}V zYZ!usX+aPys}b?2%TauKxlqDLixnbTG`jrb(@^5PuibB+z4iF#=&)5)F)i!wfBfUC z!nG|=gc?z0d+b2k6EXZ)e%8|$&gQrH446`QL;%ZR^k08@?SjZs@2N4|8rb^H2fzG1 z3|UMr6bM{BsCJ%r*S5gL!}=r_hN)1PSAG_^O861EtgxxRDe6G~rdr*JQcV6WEGJT0 ze+%cOs3~GK|Nh7SMD~!FT&Q+8zxyxrxv+8qO5gkfp%Kn{=NlokRrSB}$HJaMZ+u2e zt}0qS{^e&}0gLl;(M`g%4DX13)w}kGYUktJqiwi#h_{cvD^jFY8X6Ulo0qj1*_-;> zn!^VU1htM^3R(`ez4I-4XxJiAWUUJ2+9urMuzVYERfCoXkH7zE_yC26T$K~e9v10F zs#JN-vNmBF{upg2l*PikM5g<`yy5F__*iVIum>G*e8!?AR>;(QBGwy1_fOw{9{JrD z3X>#qZw7E6@ICJ`c%q`gRoK2bIph*u&%JN@&Eb_>{_&gW4sLtN7GM>89pNV+`rStb zUKcK`DKLV)z&s3gH5@%s*Nckt&7&%plp1%ZwmmUNNFWNGW^Xe51V6qo2Z#h=7;#eZPnV_n;ZP z{LWE4qoQYqXM!J^)1P&8Xz@(Kt9bnMaW=Rr0vjq^RWtZG_AN%`*9cl3aot^B%8K9L zDEsr;dpSoBzmJF(?sFk~t=;_Q$xq*xgGMd3s3UINdVoq4I?yxm#0PY43*|Qp811;w zu2>~Bt_Yd_ViP^*>kh;4!Yw@RVmL57!pXXiqv{QJ?aEdA;vr?Ia)tl8Bc9~PswP`i zFVo=&MG+<8y@M7qf^9cq8UOqoz1X#TRi4!$bnz@5;om}8e#ZT~_g$1{oyeROM3KVv za$Q5`i9%bLp&f_9!pQ+B63F-)@4ojTX2=2(!p-!ly5L44rH9UiT8%yaAXKv4j=#Q~ zKjN>T*0TmhGkNpQ;}9WvSuaISw{*mC5iU-=-qlZBKP z_0Z~0ggl8Igf1WQ=#OPj_rA(%g*^Gozc@H9m%Yyg_~{4kj%FH zzu+pJm#2khl$UUeap{Yh<|&JbiyWlK+WV1l0o1#g8HQ>P>Qs^Ny?2cx;W^^| zH>y%!_H=t#x#SGL4hL!X&fS6+4Ay6~v$sOoLqq%KTQ7)cM`X^`dho+j2aN)kZ8&Li z!rhRPsJZP#{|bXC5@h+XqLhczUWlcR%WI*jg;-fA|GVFb3SSur5ng2`RrH!HP_92B zVU^YY%YR3%+hgWnAthVMaH)%(3R^Z5&Ar4ztNiGqD;eqS5Mm1{)jIEbcMmnYD|hdk z*@UrMG{fV1mITHL9W%Fo5CZeJEnx~v+m%P6>-1+wV$9hrrzp~#XS{Zy!=iZOMps%ri zg)EvOCB&o$YIYQUJa+K+B4uBTI+)AxJ&Wg$nD(B6v-saaXWL==M_!>wwnp#zUG6OO z&hPIyN~odUDCE!Zo!t&sHYe-puhH48(tr8k@W>F}cfD6sHGML z1j1iu@S-ak=fL3oX96-0`FFd3N||XNEa`XrVT`5UZLeIs`!FKKBsrh^Gf{Ws&tILa zaep>kB9K4b;5-lsCnnbKR@>dS$C}U&`gU<}p7Kx66;0nbEi1d{{eAUuOX%=9l}PO|t3|_?j_Qj^Z$@G{ z6ARPad^0Tko3T3TGDr4d`%^D`T%GQ*Ej|dl^UFxcxmT|h{q%>w#a24Ph9BgfJ^Y^h zbH3@FY`8ZhxtRGLFTQ1@TA1Q7_xrYQ+i{SMB8(V%AECr3?nPoS@c|n0`{oL)q18qf zap$(Ti=kmU%jLkb^}7T+pT@qijoV`z>{8;pOj6;8Ht#*jrq%9x{l%9fGn?TF7N98% z)qL-hpQCc#fOgL+uidyhHk$JEI0wJY_#3yG((avj7&X{qIQ}TiIcZOd zf-P@{8|nyN--$kUb%%vGvVo*O z*(DE|bBChqhu?YK;F0iGfBET7?p?`O1R)Z%1OV^6{obJ*+8@4+Jw)%_U!QRooJF?K z%4XihlfOkr)+Cy$H+*(VO9X=qeEZ?I(eysF1BILQ=UEFIde8P9R+giAoIx5kT&5M8 zeSD*^?Bx=cJRlyQdnxfw+!4ZV_?w6JMCy}Adl=JU2tg*R5PUBCUmf7WlqOa#Dx$k~ zdxr&N@MK_nKG=iJx_LJl{Y*@@Tq!r}@8un8cE4j50utu+8`ch+@!(NR@r5fluU$a8 z-IEs{mZ1Jmk)dX3-Z{)>RmH_y4v9)Ld}!m=txsnl4_po#36pq08m+BK8wX_?X`_HayZc*6mZ8~}U zcwP6owXM&tE16@C@7?9lE?m8H|E?=tl(j*VsqE7U6cTERBjhNsuB-b`r-74-0tFlDb?zviRpqP|a% zm0aod8<<42ETNIQuxc+~hE3{es5ump=?v~B2;)FYP3X?f&V!8IDH^lh@a)pXt*uL| z#7*mJJ|UYpxwO7EuUDj#+aBG|YoslQ*zETs8algi^ZxxpXWnaBe=_je6QL?1?(S#+E8g zNXE@j$v_?f^mR0Ra!lD-GYTsbWT&b2_;C-paLGXny}hLo*V9)$(@mf;*&Z;GmK%+& zw#Hfv+|lW^txq@Q|Gll0JXHZ_7A{`Bur%eBNL!LB(Eip+B_E{SF=zg25O8Upg3frs zTc6*!=yE{XYngiqCEK)3wf)n3&0uZC#PIrN&#zxJ>J?5LY6e&+gfR3VFWk}+mhiL^ zsG)b7w7Q%qedm?Vp%7a$?D@?3rPYmfJrVtC?e?_s&BcY27&8&gVCVFB;b-hN>|NF- zf{Xg4FfppF)1m&%dgZj~0f!YkaZ9jkG*~l+Jvun#_jGVU*y!(>xokTdaqcLWuCDmq zKSJXk(vK!L@iDO%3hZzbfl0-lLfS30X<^&7@)YsF6Y!OI=)@UYR!C z+-WGg@J)%<=wM^hW&FAhI!pi#RvO$XLE8s4^neMgeM(dO{BmRo&AP?&0H9iqq7kt! zc(9Pf=Qm*Nv1K|M>g(&9!$(f>S%(_3N=M$f&ol&p%$4OeLb5s0_=#j&dOffYitM`m zW2*V!-dZ&0=S>LIH|@+={4RjQ5Q{T2Gs2vjKN)Q9G4!O|U(m&j5)X)65gQXwTO%|$ zdUf?DPn>LXS{2%Z6T<^IQ+g1iy1&zy!E}kz&_FfymSKa#u`0>yGK5H6+7AI4X#;5E z&lE@jV5KR^m~x=Wpf4Ui{g({29@W1FPF3j-qs7C5VnLhGRzOO!S{bR1)Z{$5l1LhZ zr^bVr(j!qw39DkDF2?uWy1b1bz60z7~|4PV*cr1=9~ix5;a(IO!f(1MoAFgU1h zK*xc-0BAD>UjJXkO1s~GP#3E7W&_4t+0G!Bg7pCS=z(D$jqsbZ7IcnEf7&1g>3PgD_bUwh4z&DJ%oC?^}NOk}m zFfo*8&7f1D8EKVhFW_+H|N2kM0kgz>&tMUT;XeQ-U|->z$bINbQIw!46Od(25`NH> zai=s{;i7`bz(>gdRt*>3mm=<@TLdbg-8T}1eAYXp39T6|9lLLcJOo-m_}V_*LBeW2 z`3WoFtY-STl`S%Qx+_rbaB?BBQHs>G_vjHl4RA+u%CZ$P3QtWMRsX9XuS23{Jbb1Z z(*7nhNi&|WCCEY0l8i806cfO<1< za|W||_A_T7unlS_uq(lCI1gc`qPJB&Tj2TK_uU=2uaW>m4SaL&PZ ztt4ll5$JcUzik142J>+#yo&9?ARhp=_iqkDIjsQBf%dzkAb+9Nv=2FTP=;ETrq0KZ zrQ^x7wcwdoCMZh*t72e5*f%e3DH6@8yeRociWK)xSQY%OBXlK$~7|Jfa$Z& zfobzGPdR~^-;k@}kmoqEuUV$>jx9`D<-WbAcLaYwQVZ#E`Ufj#&T>!gBhLYzigb3J$g&@Ms(_SqXkYXzTWdO#Iu6+@sW z%lr_BC=eS4gw*d4+J<&4A-QxhgKKd!Fn$Kf=n~A)e4YfjvZtQaIp7Bz4$`(oCDm(O=Bc6$Wi(~5OxsDU8tv|u3@&)Er!lwsp0-$2T-0?3B_f; zMOxe1{ccJ~xu@|}cy+*3=h9tAv$Qo;fB^G`zLkT3W;C-H_v{XJv^9Kkv7#j*qNLM68qcJ4*L=VgeX?vq9 zpWDl2up&YLM9eUkpqMNGhsdn+VVS|q3nSQ7N0JnuAUa=J#FTPy(6e;A9pqdyqJRnE z1d;(^6G90#IrouEDa3mKN8!jB@<(hA!z_SeJcJ>|>2cuh2mnA-)<(ce$*9ecN)uGX zsk@v`5`qI#6QhGgh*W&4fG8}6<%QS-Km%Mrn#$ZE*XCrs88z&-|Jl$W>=tJhIl=1P z2x!6c!&qkWvCufy40pOW&YgeEts06Jy@wp0T-g)=8<&CJA(9ZExkvz^zB+nmc93QU z!xkW2)F^!{x~RB_{HKo`8J_`@U85irrLBT-M)`;gfm>Xi#Da$eD zZl`z}U|LRf;wYYEX12Z|nHuVBl})iDD2@zJ^p@#)a3)S(T)Z>J>{}SW3PBi=Y0A!S zTNd3k>)`f-bqEGB5R~N-9r#?BA77Vo1XzHXIRB8JW?+- zW`b#p`Avx(tVUra7nEpJ#jtq-re>M&yBbum?zYyXfJiQ@qI_qyR`O|RC8AHlYhaM= zWV`(T;3yJ?6oOeV@uR=$p&m+ELP(QSDFCrcaps&bdq?92_?)C(#OkC+!X2@n=*a2w zBcV6(IxCjev0?`K3|;c5bceMN!FjN*Bz64-UpOV}8ls^I{w?Hmc`u1rA~}-D<-#%7 z2&knkW*QDmsF3;N5mM{!hVxuqS=+vI+bAu0pK(~hDPxaufYALGCUE%74sdm1UlKS4 z5*Dyy4dE(5T;OL#bIQR_t`tK)S)lsC`nYBQ#2&_LuQbLtF|_g5NCRObgwFsxgG*Tr z7$?aa=a2vXcfO)$_tcMed-m`bf)#dmUFJg8W^6CSlljNEUIG@@ogcM!>I&aVVF1(~%H893en>wFN`n)%9b zk~IlCp6L}HA0SaBL3~wkW0~`H{#-M3UAwD>@qKd#PF%?#@WAqwct3^>gyKIA{a+EV zC!VJn6Q2}Td!v>sL@OCFPbxqRN{~V=li@^S4sviPf-WWTLu%qnmy_0abo=GVQ#k5e zSkZ23P@Nb(L57+{hL<7jH=l3mFybd#=QL^XXM}*F@hCY_)Y>xgVslAgItWHWHaZ58 zb+K-Ky+%AUtQrXI5H`iriKX(QemgZ7$0&jeNvUP{QoRzR$9xKsgd=DKfl-!{8O0nf zKps5^Q#XR@vF^OUj`nnkaE*Jg`j`(&DapFy@)CO&rHR5pCmt9~Xj0^CE_;y?FA2w8 z9d|CEy<{-%Co{tnhnZpE6qWXjr4pSBP5cT=6PuC5jP#+8ODGQzl|v9>j{W^#5}oSiZcf*%e`hL@=v7tMOiQQkn> z%32Frlb?!QMVwB$g^OuZ2q_VTgU&(m@-yfTqVVE!9T&HmtuL8za<-D?jPngDY(jv@ z^(80EwqNpGN|Yk8q|(kY69K;|X7W8k4IEiVlYXD9Dmo&{Hk_c4Eg7fZ$4WsR$e(2( z1r?fiWnKHiIF)fqO4tdvG@P9H;28cWjtLDq&D7~~f#x=LHn6NEPyt29DywSW$oNN} zQ>0~VHNSr#-w_!K03 z%~&0})1b#j0^#1JATl?b#1$djxR-X}KPP%sotY_BLr#h@HZtiW*oCo*wGoWP%!~}V zhLy3)C5KdcLmU)qLP3YEA!JLYuzZEwCsde_Ss4%)HqqupO+g;2U9oiOD($kxD=MP( z*^o~hmjdW@p%l|bM5kUgS-3DL(F=DXMxui^lad_Yj2;5A?gBDrG3;R})dqSLEaNeS z^;L>4EP~&M$2XDVGE%Ej2)p5|tFB@(wWnE-%24GTm>8~*vd3no(C#80m@L7tbCXyUmJs_?|Y8OV1 z1le&;5^IbEq8@a2-XO=Mu~VZZ1|C=N$owo+ABG_FUg~z6Ft^(`iX0%y&6yJhXI*oK zHU8Sx8%zyj#jjJ;%Z36ma`SDmzFkV$p=0xEAQNy#wh3C)d`IxvxUU427F*Rzu zJYhxo2Nk+FNOg0DbVQ_`=85r8hDGumD$=Y!rXmrAR5wx!bH>w25SJQ%*xjE` z6O`JoP^fVv-M>l(je4KUQr3hr8F}f!iu_;7xNIi}s^HB|iObC=uYo zkux)8j8+Kt>^_I$;FMs!RH?$oRCp7Q`mM711S&6wrJ&zq%cVvNn664jZFuhFXmMoP zNX2oB7#yvbbwxdK#3c#X08WHFAr*CNMDcLT5hMXEUMNZGF|;c-$a^B;VY zu7h|ub~AnXB3{GQl}&1q~!ioG37PhjgROxH$^Bv~nDIe_}_-szQ3`VlSDGrM-k&R=si`PNjus4Yn@&e?i z(!`MI$+^-sNWxqyZ!TVaQ-6}-t{}14>kt_nUBA>n;6z8?Qw?dsXIoFtl>=Xr9<9BS zvM2;4Zo|xNZgIAq>9jyt8>KgufmHF3>ydR+60}e9G~s0WJ1!?5Rmys$_O-IHlHx&% z{S%X;slASxAmM`RSY1kBl}Rxg0{EUKqmtFfza*KIS%_xP_2L|n9=p3Un9{;z{8sW? z6_A*783waZYL*sjPJQ0sJNBwfK=e#@QxmEuLgQ|R6Gw|1>#wkGQj)hVQJ<4+HqyuJ zxZq4k<~_?WQvb{4NSRdT+jwjDR_#nmmuL}>+l>|;xQID)j90Wod7Y)pBSmkvI3*c$ z26XCjsaeEYr=V+FDrV(fH#SKAHZpG5P$JnR@Jy4+FtaJpHhIJ30!<>NJ>MZq;8{vj zm3W{l+RzIMeWdMVlh4OwyB9t8%5R z#jnT9%0d)G*%xODX-cT;2woE73V~vGrJ>xiRZ!7&^z0j>%jKo`+o+)P1oI+qjY=Ic zJ}vD$2~_6IsyFh|2|vB3anO3Kt{`{7GDH}hv|(DR!dNe9w2OgzW#&ajHn`oU70M4w zhcNlJd*p5=Tb5bozzxWB+nik0lKT8?{VK{R1MYB7k*MVoYvNY3T1Mv${2rAj_f?nH zXAoTH#`=0DR!x03mVIfwe|UkOTK~j$0LloIlq-9;?@jN0t9SS5deggY+jKei9+~?5 zi|NDf_U``iUf+SUYcIYC6LXD}C8^F^&mJ!Iog!SY48w#7d(H|sT@8;HFL53 zgCj-N^ZXff%EhL=``XrUEt?2;J`07jhiE3b&9?fp&-`t~J+Jj0JyyN*@wL9aZxV#_ zkB84rJ^OUM{qTw2&^?cT;D_)9THyab3l^-U2yGt!uy^w=?32%Zj_GNbf zpMU%DH0e*A(3yyQJ_6!A@P6+uKvGmg!yo;yi~440q_sSJ)5)RjhlDv#K}`9Y^F1q# zC+l5WpKU)1gm-6W`qYQLYxi$Yx1aA_z#r}Im?*?kfGlg+QoDX_x@V|<(|;Pzuk=u| z1KFrDEw~9M#k!QfU|mQmyLi(%C|tc6L-^0`M&CK&&67O zv9GPVd3(8XF_Uw!DLY|{_>?I>r;#>Y0j-(o>#o9SR2NpK+hMvw(^UHyzdSe6+)}I0 zR=SXn7s+Q&+jXCAPW|GT(}!nWUzu+27_OlzBJ^_Ky7dza@_qEm>EW88MdnGe_|D!u z!?HvLd?JU|+*eIVwI;V(D_Vl6K4UsVG~Q!yOHU&n+`(tKHB@zGGhjivPH~n0;_civ zO+1B&1P3Zd)~j5=+&|VfRkpfJ$pmDEb|N)%?SGcRr4uu%rFF(R=+}rt%zD?y7E!up z=?MCN5}wO!c|agszJVj42V##1{QAC>Y*4O+{q8jeeW?E>4CD%U0hfM)m}fzO#P`N# z2`R7c0OArbjqu81v$cF`sD|qnxwH zk&RS46!4}Ot4^mQ98V$E2)Ksj;I$0G9IP2;XO59lcWTm>RW#{4GvUaZN}H-gvK5W8 zsS;!xX6R*_U>dp!QW)EySrmdahX$dH`mLNWQ+qKEhn1ETXnvXdp{B`bB#Fodr>bh! zJHDf+#50Q&L}v)S)!_*xsQJ7c4!T4;@2uBag0u8jIAGf;T1wyx3L$Y1LP5aJPERXj z)a%^f_?*!_;4`QG#HC>2Cd>ClCy|AJeJD!q}USh z1%8a*ovw8CPORLxcMsp=@Ebqi?G^{_K`UL;U6@q7`gp#1!no`-~Wz+ zWjh*Kp_YzDmY$>yR;AcPnWzh%yJ6oUo-as^b-et9*jO`u;*vL41M$YcR>;(n*A8>im1$ALuM@h80J8s zMYe|u^qR3y*c~({!|n*K7MriADlR<1gZ)>CL3`f_f9b(9#3pT9)o^A>vp#3f3Dl35r44Z0XvBJYGB zSCIBE0q^q`KW-d|AO01YO50dax-b6zKiGZU2dEz%38eem2DR)LbmUML0$~qb4DHa@ z6uxc*&Z3kR39G-OVPWVN79wg$5y$+%hGqYL_=l4<(DXrJ-MnTE1{?nCLpI^*m(Kxd z5jrU04C-|l7I-KaQZOLu(i;{zbZg{U~(95U;fK?PC`$AgYmG8mRAIQ?!Lz5hyM`D z66Ljr=r8+!`=+L!d6KsUx3S}YyCqT0Fp>b0m6Qch&lUgCa6(h|AX{k`?@;|A*Z)G3-V5D>im zLLH7-g%bsE&-+2O zsM#GlcG3_Ktm~J5biykx8yG*N@@IbtU$UJ4K<^``O0x~^_6V%`qnG)|uy}qSn#!O4 z+x8c#Wf7Z=IIJ%_{7wW!kr*(R@lfCRY2nhn_`$gWw@Q*)#+IatWVa>OnJWF;GTGsE|rk;HN zKMg+EyZggnb;TQ2=dBzThwyuphUWc0!*zFcKL7qT3!SborMSQRH|{{FHE-@imO%~v zD$ELxSkCx!yz_9w3Kx3q`S(Szl5pA^g&g+zD?Fr7XZOGHo44@jDNh&PDOOLhr-1qm zsksAh7LWJpZ>XiksK*!KsTGo2R{N(Jtq=}$NFEKH;&{t&JofzNorqSx!o1m-W-CxO zeNp5OF%KF9+0AFsY0Vb@I3(rBjD5;<9(eN?c3}bG?Qi83aY>2+EG7eBG<@T2V{N2#C-#uP3`?&$IpA1Jjo?af;m_idW9SlhKA|%f zGRd32!$d(I|Jz?1JYBroi#d8>#5gVlZ_5;d275N5eLVB?q88YGpbUUOQ~W!z#& zoQV=1l(=R8FaGzh3oVral&_xHPb+x{A*^9oy~Nv%$0`?~;quTFzYAUP{6PmR6c;js z;nE(=WDS?HY-uwR+s{m85KS6yVeQ^VVl2C0p{auk%TR@LwM1TGpfc`46v%xdz@lx1 zwqq^-8d6hEbQr)TPK$+q!^)$ry!wZDf_3%BW4){VNu+nNl8a~FjDU8-c!YP2!~Vj- zG~**2FR@c$BC)+OhYL3!zj#$%V(;tG649weh%0J{p7Og85q+@mNSyKN+m|12j5Nj1 z#vXiQ?Gg|qNE<@`7ife%_0I332aE8ZFbrw=CvjQA-ZBp0V4>~%h;UHP1tlU*K~7|w(1TBJwW+A!d9F0q&_R(M*!F5yta;<241?;X<@=B}7$LJqsc>c+6-p%H@O zcFHv@hPL5L@WcMV$RB_2?QlF@!+-o|dBfkvg{>79V@^DFd>F5P`u-1`beY;A@+eY@ zEZTlF_Tn)9`q!+U6aqiqEB)y&-zLkUtmv_>KQX8y!h(B#{xe+D6{97R0MO+nyY-#M?N@8lyFm2Q{M2vJNr(Ch|U1q zo^i#6z{lbq8&+&@wB)1B?06(ip{$!5fL!MxV-Vks0&attcj8SvZLjp?`+xoG&xt0T zG;tV>&&Vf7!Z9S*5Vf79?!x(Pnc5QJlz4aF8^2Aa_WXy2cRBny_k|;;XLMz z!!9g~SMK-=6mL&?;J3ft8-wtN@YHQ0DM?2D$ybHqe#&5y_i%4Nd6i=tO5j`N6o1lS zsvg<4&q@d|2>BvOluDDk^ z{NDZ#A|;vCGL^(?{jxk(>@;_BG&z(I_eq)J&~zf&i6P>DU9R}MC7JSBW%P!X--i>P z^dodq+L@?XMnLQ$%*|HLqau>SWaC~nsJOpDa`yh;gyf1qcKq;>?Aqg}4|f*FEA656 zjfIN$?7j)6O=MX^zW?NlqO3`lzSv7Dt<+;HolPf+RAR_I$yA5F^Cymd*fzRCO*{0_ z*fgTuM#p?>OQ~xg*kdUZ015z>Jf-iArhDNYQkL|+qxD-)iK#B3fSTHHgnRtzPnILb z^zFSzS~7a$MTRRhAN_yPC-H3~4-O}&{|s$AL`AN~#dL_j!t!N#-h1yug6pptf>DdM zI+%Gyr}y|f#zjPFJo_Ir^}*}$33j*yp6?$CUzVh2eA>~2iSp2gKa21*1=z!O<;GL= z(H%Kqp30z^&E3cMcjhr955JG|x+W=lw1e_j_CJFOqHyoP7ryjXa^{%BgCEcbjw<|9 z*~UQg$z#WISazMPd&^^3&Bd5*Jw?>b)q1B4M8e|#lv*$zC%zBTMn=X=`Cq6uFI?UGnPY4f7E#KL9)KX>~N(}Ac z{qO9H#_gSFUqq(5JHH(B@Z?z@vvTglu>^>BA7-o+{@|gbb`(Kaa+T=`u8!q_w!L># z1)#a<-1)rXtp^{WQ=+4tZ_XP&Lay|}7|{oF!grrG__G9Gdq_oYe{?^;+kXDcg`Qe{ z`$6)rB)Wvkd&$ej5)HkAfXO!0YQ>W-O zFKpbz;)JMyR=hZd(y)DlHqtae7*5U{oD^8RA>d7C&UPr0H+Y+fj7_0&u3W!W_@qdJ zkjG;>C7GbEry8-i%)m>xKa|kc4r5BqY%|8zH|dsW)Lh-Zc}p%C{B_W?hRA!y?&fo? z1h8r|OH`W_#KS(hI8a;Ix_j@Aml)|jcQ#+Vyt%zYJ5{^!%!#u)_8EB_c8?LpSaQ&A zNP(byP|lvCe)B$wS1aFop_P6f9DUSPyl`6=!d7)6tyLXAmFX+QUmraDD5|W;Ea(_n zyq%5NkuJ)qO%Ym!$T6OKCRk-)ZbPY+Xj5T^c37j2MZr`rJvipfT&)$LRv;80Bi7Oz z0vIY=2XboMdXcR$DYScN5_=Y+eRKfasrJ?${PgtSeVjK(FB{K>Tc50f>Y^0%1XUpc5C`&D~x%V3Tef+IYaKhNM%5 zvVR3Rhft)I4-E&6Nf^;pg0;=TcPI%%F(GLlI~f;;p-O{93!}n1r%B}aYaXBvg#Z~6 zqed`@lLs@>5xK-ch`0pE8>+86qYdw5YI)dg-32J=EUt#i6$4Izv%uE6)8+~jK)Zr` zh_wQTz)cEAdtfN*W~(MZcHzdc3bJx#jJS}ZwJn-p!L|kNW9tAD0u9CK4RS8MZ2OAl zhHpo^vq)0~c#FB<+02;K`@RTpHiiQWbG@;yY2$Q{p_oDl!99hZh2{!PITUcJ7m4x= z>I1|((qI^IP{PdGtsB>tpeNI;#+!1)fKBu?!=WE?xMtwu0aMVYEUvlwAs~ih;7kBA zWMn7M1dJ=)wqAAub}R5dz+i2n5m-AMUu+(2IH*)yt5Ll}I1e_}ZG>55CRtd5N$Hd= zs3WhN0v|3#AUjYmu>z4%wjg#TL+gWm1e^%%IFb*sKM+^iSzeM}az z1=2Yo;VKf))X@Qs177g44RW#*=y8}3r}kp|g;wxJ z(C#`e*`~urZ4L*XxrgLfh@1_qW|$zQo5hO3pJXkADj~mQiE=vFM0%aT1pq+MgK3tA z*6T9yt=g>&l%oSo4YmU#X;1YLjZQGj7XxZ3rX=bUG~nPO^3EYD&Vua(HxBPs&;__6 z2JE9sEQd-|$dZ>P2BP=k$AKakmLOBod@ShAoNxWQG`3I@)|M!9Mx%kRWBuY7Ax#iC z>|a`X;jJ=};i8%8Zn5pUk@Q#&(A6Xjws%0NbDY}GpT8hT2}oUIHq@e_!3%--h36E5#E)r@4 z6P(I)TJhis4J_%5vb2`FcrI6M6j7XZTh5PD00ExnDEy*kAcKM=Z5Q2L6LT@PbfKdu zs7cP#2JY+Ap`Uv&53~*SdwJ4q(?CD6LY)G{EMr6dVvNOu%ZI(etzq903?bqQl&GN5 zA(7IVjd63{X3Qwx0aTn1VWbNovEP0#(^U&dJi?2#&b6Wg3e<9{gC0QfYG?}iFbBh! z2dgLd5W0$%ac)R>*$Wv00rH5gH8=`J>k)|?i?vwxQ4ANPBg`@3hEI&(WW<20C5&*y zL}wUr=?vRFHvt_GnjYb5^QtJ3fdok(hL_QM4%NjBlh#gWr9>96E4bUF0oi8atjlDY zTrfRu&;gs%#nai($-t1UK!s2;HHKL1h43D)UGoiYj}|quQV?$;P%{++JrFbJIw{ty zT(e#nZ$8$UK+u6HfXa;;T@GYHt#@}c)5t0^Ls1W#g}c=s1`rlu5nP~o06yJ!k*H5R zysgpxZ46!Da3a7;US0U0JrDR>H!a&a$en{qDD+$M#0o~_F?mANM*jY9&}7QFPYQrq>VCb{ey^v`20^1popBH}g-9;b zaNUY>p4ZU8wz4ymqz^b?R-HwTV!KtI9_$7-?1-vMTqBs=qr?cO~=5mf;S##O+>s{g;~d z01AEzS%oriz{>86Sq?E0QNg&_*x{8GRwulBPQy_J++it$N}R}0f*cN7ZZ?9ac60n+ zM1u)?i4Ft}5WzvsGb@oi1tbR~37*msbp%6l#bzUI5SYlM4C#Clr0v}s4ian3D~Gu- z5|9fZnMlES3wAcVfx&Tx95^MK12E$L<6`EulqlauQde~bVD+;T1rU-w^S{|#5nJ&s zuBeZ--%~V5n>(u*m|_Xk%8XoL!-1vQEVqS0=c=uo1$63<(Gj z!}5Tc2S^Bbgx(d(CqvHBG7VfeWOxGMApeR6o9I1sbBn`RBv&W^orxez;VUxiBKu>7 z-No39d~Z-EBkWITqILw@)t84VE=Gl`f$@l2aXxVR!3|4#Rh*Xy#TO(_V7IThg^sAW zz-~|mDuJdmm{~f6S%ctnm=a)Aig@b+ZnFQ)&PJN60fSDg05wxUx}GF!njK-IMT&{< z*%3Jo1KQ8f(a8uRvEuRT-AF?j`ACL~)&Un;D|+#163nSnM_|60bDeaz`6(sW!gEi-W@Iz>Jx!Jp)$p`K$C=h@JvaCam&Lv zcGH7tLq-C`k~W5CHG3IQnX+7fz$_b<`n3?AwHGxh`I1=^mETMF$n z9#RS^k`lfQbd`~7K)TD;F<|-#d`eb|*$ANvolv5{#j`|0UGFL8N(RgFidqsJIyO$= zIvg@4)Z%!*gx@?Qr!LY+!O#am?dT?}FwX*O2ijQ>>S%T&{^YD;5GreG(m;R+s9&qn1gwT zX_v84f)d{^#&DSsAf%mPVl%~IVPwPr4LW&dVkl7pk0?V5Gd`vT12vH8vG4(A*t*oA zoZz+|Xj1sT<<-rrP_BvRFLrifZ;5;|!ptTs7DPB%#_T2nX#baH{E2H=apg}h~k zKHgmFPer`J2sC8BaAJ8)zA)_VFdSn70xwnbBLNpS9A7S`5P~pmB@Pm%=4Ws&WAKV2 zRZhu_Cs^);BJO@L{Q!g6jW}?NT^224I7*s?U`X*ZU|LqvT9k5M@QKEOWLiUJkJz;2 zgq%(oF+uAOIU0hzNKGz_nmo?PP)|F?RO4JR@$lbatN`E3jbX?I>WdN?i=k>IQuQ}- zz~t>%Uo+5{Y)s@Ngi_8Z$LTm2@e!3wzrD779TUSL>Q_|~`$;_HOba4e;S?sCK?c+r zQ__-~hJqKI>#A&2^b)+K#4hXRQn_&wHT&bVM=r1?p!84il8FIJx(ky$JLa;w%uC5e zOlXTqP@|9-V!O>;8tLimciX(qBr2tX3Y=<5w`3~f8{dZo7v&hYJid$T3t^1`OIgRa z+ZG{@+Ke-Ri<^W45Z5_WJ~Q`%F~^8rxNQ6zM~nHE%1Btv7@^)kR_Z@8Vj~=F98G-G zVDvqZ1946vg8`I_8Cqswog~kV0;LE_m>)Gz@#9^he$l$-?s*_i=pJz`I2sGpPoY1TjeLU=wc6)2-LiUV9csJ<#zi$ z8DPQzwjFOJMupa*N{ey<8m;2&qR4Srw<0*}ab>HdpO;q@VGSE{-g!f(Vcz7!LRy7j zCOxOl=3!G0b;O{&Z9`(%hRmbNSV9hlE>T00GaHr#anqSt%Rx5VOM4ANBfNiH%uGC& z1Hv9>@nYd*i6ZdkTY6 zOV(8xwkT_h$~a*eElBkzDuYRT_^g>pzalEGv>Lf7wUCwwAr{9K+ouPb+D!Z0T3_3~ z#&kMc9Tz9OztJuNT=BDdf9ts>dQmZdYhoWKk$dnN1|g&*gMQ$t*KXarYZ^*iT5D&o zV9QLjVo(`JNOq7(l#As2rF@+K8Bbs$rg<5>FOG29Nxa`cG=iEH|5k3?zIjb^NBBiX zQ!r}9nQ#}J6VMwFk1;^baa>L^9uq~vhi;UZr`e*qJ%ukFlt3gHw()c1^|bgp9% zLe*Exn3|95WP%g&z%F0LsByX>j-@xy$PkrNO-0Q>x1<<MCzh>RAfVVQEZ9$~txa$+q3roSo=SrTy>H$yF^ zl5;pO%73WB%M0vYzPhI;{j)M^XCb&tN*|g;)2UNg?!eL-|Q0 zWYnv1EOKgNCq=z7AeP_R58GEHlp0xsT0e_c#b>ro5^+By^j2?<=fo9x~;*bVG{#nD9H(z}yxS64W>)d)$sl zFAYea8wR`dGgnEfrWTk|wMR6gm0L*Q&h@BmOXx67+)z8kIS3asC53JvdYB@XFj%8U zkP)|K!Tk=K5N>h?i>Zv1e0_O+>&CU%tQ;$k?*H@ULITU_A|+AF*bTlW^RNuNsRmzg z`^NQ6F$yPGX$XW{OAYy+4&i$2ScYgZ?1ovbhfq!yE_`(r3GXH9E2@?%d=X?5Rmx|w z+sPob4A7@sQ!7_yP;__d#-v0uZ3cvuS==VHZ>4WS=s9B^SlPPo%-& zmgqFm8Ty|zNP$+kg6el=rXms(dQHKhv{jcDEB#ZO%N6jG<*|q`ccSuKnFc7?nI4{6 zo9*tXE#~jS?VEu5Xq&omZDyi=b-KH=TK;Z+tP|X1X?h{F$QpIW=JQn{69n&irE}`m zwUP6^E9=vzKCEs5YjxE>TJJm7h7_9re6Zg1&e`3s@3kMQe*QPoo+qb1A@lj`v)fPC zkN@cRQ$PH9@xbr$?|pmTukLz(Mq-FK?t60Q-;}9 zT0`XoEWOZ6!Lo9EKlnU-Q_RR)Pwy{wp8&NFa{gH1kv99)kHM;1!DNH3vN*=yH(@6b z)1(kOu>`L5!Lh+Dq|MIWwdZ-xLubRlZ1I3J75XKr#ZCzIU>^ ziYR-bckLrH-(k?N3MMAZua68&Trnui7}^j>J6n3^9D$BOC4%Z42R21s@)9Xg zJ5~qr?jWW+K+<(_s5*CLx}~MM=)4T;G}Y>^$E3qFthzroG)cdb;Op87YXQrU4k06% zYAUdcVKxHGWYL;Y31(Rtjn6a@WcLaJEUzFTT>^12Cx!w(ATP@ZaFZbUMV?aPq<*6t zCfb8cNv=`4av9phMd^u|BbO4cQ4FP{A{IzmR!X+)qPYwJ5PY|Yb#2)MCW&(C-cE3f zi83EXEI|#Bn9c|4fHal`r7DOe`z z4GU4|SOT<>R7VRkMkUG+SJ{*>BRNVCQhqy9lZi)DL14}%HBNcCj4Ktv6*I)xCr!<| z=4-O9j&DyXko0KjE_k0(oX8I5 zJ5}E#8L45?VmB{kVou(ptD?MNDGT<%_z{s2cWfj~9G8hZfhT$HOyNuCXQZ8?$%khz z)}&XYmc=p|Ljgb4-rP0_A{7q=!=yInjnQmP3YRZ~#|U&(fninxBH+*&*gKy*eROAI zepK9hk*EOUtGpCCF00$4yk4+Rjmcq&`_e#wM99o>p}kt2T&odF_lT`jN-U;uRvzPP zRO)J%{6JdmI)`d}?Jcc%-q#;IfBEHO46jf#e-cRVzyJO3KNC(4E<045fB*ZxK>QCj z_;8pBI4+?;{uCb!!|Q}FTs{MJ9h*8e1s?w3D&AH;XK zc0v4q9t?wlTaF2;eBl1h!v3D3q8&Hl#jT*hRnjDORs_Moh{k z6jB$Y@mEAY0G{{0dm2s2k*1#4SM-B0^PW8W1W0v+1jw25ZR+D`&#!FX|M>AuxM!@W z0R5jw`U)!eKmoQQNdyHwaDtW}=_6S6FM)H>pb%Z)i*fGCEAA<^AU)0 z0K!x*GDj$rK>gA2#61m*=e63_pUUw#us`7GhHz7^QlXwa`1FfUDaHg3+|m>OQ=MA5 z`6N0iONAxVAin+OZ{I$|G9zw;+Oz$rfP!0(?vFa1>lYeW=ka%f5sx5I7QgQ}Auy5A zgD)YsbN${avUra_eOw4M4W{e!AO02gUg(Bl!8|Ht#@FNnLPv#O=3xC2f1pmrH^dEV zmBWHFSmc-555N8UeCe|n*@Mng@bMTjPhLh(%OiwLQ1iKAK*W^bcsWgH=L?u09 z=`u=puL&j5Mg8ObC8Us_|IW(2=IY?cAodK-!|@lL(C}%Z0E)re9f({SFV{pC;~!vBsw5$yVFJyQxqU6FqJ&#xoici^4< zCyKV0_eY_6EnJJOm)mCTb1+{-#uow86oH5nW`{i(j_|%SgI>uCkhSnhyVF&F)S2-8vTpNxE+cpg9zlIgvWG(=b zpMQOANoa2(+tJf1dP)J$V?6AB{PgiX0O|Hq$BrI5Mw)ivMhFEB4&5)Zy0h$@p+Ul(*Uxt1W zg28(qgpTpxljJ8k(>dYZDGss8vBiptnpb8hbR%|zjq&8`!Z$+C!%kzFa@u0!e^yBH zui5KXCl{;8BIX!7i=q1RrG@IxwPKqT0#Vr9@hoeP!_+T2k8e1W7VEpbV>d2V5o>G6 zQ8o@CqRJmL$ie3p3y6J*<;5VpnFCQ41nDQ_qi9*y?|x35&f0oE;+3%`-~6AV?HG-* z;>H_C@l=j&{2@YOWaN+}J}9S+wqx-e{NbM*EN5r`8)e)=re?&d#g!l~ z-Ms%%I6!7oaM4>#e)Q)U&sZ#BNFgr!nnJ(b7Q*!(e%A;{GJd!cb|R!G)Kp>CkiPKUCi#jV`y#} z1QD6I%%Q@fZ8v zZ~XLY1;+h*GjoAmil(S~#XIkW6|}WWtu1B>rM$2;vCj(6?PU05pZ{mr%I;d>BNw?w zCyg*zY-iMY^BlXMz2b}WQ7&=e?qa^rbRM>AvAaC$(;de1!2Uz6(W4_GS6E-i zE=2WM6c&Cd9Z1t_9LgVXB#R4Zc$!8;RK5r;{PPgV{42(s@Ab(=fH8aaUPzHN1snG6 z;K{Dq70c6LpS@QU_a43EPML?jM$(8x9=!VV>)9@^73IVGO=$XF7O$MGhM9_7r^iGC zo$;83t6Ag<8@A*96K&+FBV`@Sx=%c?lyoE~JnUmd&6l zs3sC)|0iZ|F^Gk6{2=i(RxF-dTqciK)QNKuW5WuyJ;5@a%uwp(F}dNP{Y6yx`6me_ z{c9Mucbtx67%`(aSGq$8i@QFpnW89y%1+#5)Wi{vB^? zEXsvMOQEiofT)p66k|z`+Q1!ig8mrI)$UXKLz-ToNGa0r&GBQWhgNsLjL51tmU-ZP zuHC#F=|h@}Col@{JTu!M*JD4U?Ev8Jf0N6E=SumSA&#hSdB_u8ld%sWwz~4~f7r=f zBqqwtowsEz36Z`@5Z`@@=Bm$121SCi(t7+LWmsfQ{y$mr(L*QlhM#=;Ixr!zokWeO zWVt<5Ma3<7xgN>r1Lk6X$ci5{~$%+}HOM2NVXjkqosFKX7e9)J8%nf9}Xl}ecN>Se-d zXX!|TL;c4>-aq*6p$pFN6Ex7UVBdage*5v_@)iNx={D?whg+ODZZ?_)tL@~@q zkL0lIKL6q~&k;LaWON^VMd{sHI+$DA;T4MpZ^{!0mgdCB7o0;f!bKMQrPxa5d34XO zWz60<98!7vp+m=rZY~hIC{bNA1h9quED7{jPKThy9>&y!to!ymUg`4Mod?96x@FV(GQ*>m>YOE?eM*SGP5Q zVWQPvwaZtw?();&o1Qvx@_g?^efy(_A%&hl;_mcJu|qhbSdbJrBP+Rmm*#3%pX6C^ zMsMB6-7RN0BfO?I?ml`H4mEYpQx|%*Mz?oNx;61rW%P1=6DtAz^!$fMj?&UtV5O!&P z7w6=5j)Qu`1@EhpyuP+%c4r4v4Cv7kMj$AXf+QH-Bvq7jbVo60JNw5jtINnr=gDRg z<>)uNew!vspzHn_E>@=v;S}~amBHGCeipPCHO_93vUEd@5}z6AZa#hbe5b$IP)aov z6o|h!RMsFj0!g?SVk_V(t`)=sH6CMFqy0(#1<$po)1++m<$~k{QdMBpp&eC#9~#R1 zVx$Z8-BNn3Xpg1f3ul>W!7BRt+^X*BYl*$Fs@!R=yWJKD`<`?!yOSU8NIxsL++D7;-j^pJ{rt* zcndhOp|cgu092Ts@}21u_H zk=7Y-XS!=Bbe88I;H(&tZqIxUoqtrJxBP-ZopQ#0wNF!dZXw7@(eP)8f?kDfuuMWxuUhoR}w;rwbMrz3@V;q;Zk znwCAS0rUG^Hl%7&7lHPB!Js%`h!7p4^NVO0N^~S3mmqpEp+J>`CSgmoK>$aG(uvb! z#+8g%m41!!;^1QGlW9{0`>u17mI^>;=uyz-CV&?jmd05@r(^;#AsV`KF}NT>+Drj; z1ZU-}lL^Xkh|+C191#(7nW?zyK7qXu9yE16Ttd65mC=v5f6AN-Ldns|ODD=DbR)`6 z#g6OX04L}ivA}KZ7b}5ZI{1OZl<&6FRLDvnO9#){Nr$e;Ga=pj`gE--=^_G0>+%QY zf+f9mV>{sOv>yw0DHj&7$GFmT$`J|t4mgCf;pLoHO|_iAG~TUFL=!;-fKHqSou@3B zzYBz+@Iy5Af))fA&qQ%1A6a_>wg7}B{TEk;uZ3%|u(n{eORe4(x1L4nYO*H71Kpa76vV<!sG#b-4EU%#F{)}Jf=H(gLV4iZ)G`P|wg_SmB zH7!7hEuRv23d07uW>_!jwSra3RQ=LUG?$wslf8GP;3^z`e7FE@5n?)hN3dAnF(4i3 z?oLEWw{O@K-<6H6O&!&FLN1!T&W0P!-318?cNukg$L>N+_r< zXiVxtYc6xB%tM=#UN$FeC?99XbpgjOb0anwt2+ScAdYe_(`n_sgAQ7~MvHuWu%|2W ziQi2i0MRqZ->_@JTkqibo0t$9XTVh;CYB>pFgn}MojKP+8^g;P8_zbO$Qo&GX$R2o zSU)l~dYG_no)RjDQc>H*OrhO0W<#G9zR=BSL}W`Fpp39$r2o({A|7Pkg69d_X*849 zT}8rgIr_v9Vv{UHuAO1j6g{&zd4}*?yqUIlK)ku4KFot>u&?)Z6x}jp4R0i%^S40` zg!UU+y#N7rKv$kDk9)`X*z80Ci@1-V2B6!C4nlbcsVg*{1~U+R4tbY5iZQTrX7uXv z3s9^w#mP+1aCVuRTpW`rhVe+#26nA73?qO|q_#^yK!H-}{9^DfLn$+k26vnbITV>| zZHriuqw52srUXuxE;J@-dC4fsc^jxOK!`HLIY+XGi-^CTTU@=ib0cF@DCl$qbuUDW zOj6{xGjTY)Mi8e$O@&A1wD8!h1eX{K1F#%qYqW-FBW0?CaMc`+Faf|Id=)2}(H7p3 z4vXt;VgZP`ctbD)fp11afqGdmj7DcPk(0&spT$GM&j;PqI}r#07CRJbM{a4cQ6e zYPUc$3K9+0HmHGsLG}8%dGq`md<9dZfx2V*`7{S}9<1cry08tRDj~KB(5yZfeb{`t zU9sn`aW0q>hn4}QQ4|XU&<>u?|2Zy`wW03w7djFQ#fL9DWQ9B+Nx5iy>l;_aVKxA0 z+=oU?%PDuDSx#^Sa)X?&Aj@(k?6lH;$}x)@ji-nM3e|<9p%a`->g^(eSl%TXHl zm&fBG6G8`>7EWtW@&VxnLGP$?Xm-}70NvrL(>l(9;#|a*@}lOB{(#vS=0tM|%W|AS zh1W7KMaX5+i5;JF)9oCziOtG*@Bk_7T}G|2b-A-;z=*`HkRJ=7XCR>l3AU(hhe!jv z5~f53&&2j$SuJ+S<3LPcddU+vuYuZvPmZFyhqu6}3fW?;@BoiiRtMNdfG$ zmkyu%74$B2A|anpEWvwB6-b~V#|o|lG;}U8M1zF^QYoqq+Z-k4wdIW9oK+LtVSR@! zDAMU4s4!bVKRgA$&rJ{lv00bHDh_=pM+lY~gk3ZeB&N_cmKqQ-rc%Hg$j=pk6*(I~ zH#S|UEMmyyhfI|K8gJ3kEU=qZB%!2F!T4t&by&XbEf+I*AWq6lqlWo#XfEbg9+uM; zr_0s&-!N7=m=`l^pnfd?N{K!90OsP(RwtKY)vyYDluvMPgCG^?qCWtS2BVpG3}i{f zm(>s-c*2Z_zmne>_o6ryiHQApV!-G^2XCDjC>Dd?k&t7lla#6yv{#v#;DE~!3Umpu z*Ah9#4PvL;3HmE!h&d<$53r?g#${uG97jt*wk|nesH&dMc}XxLFQ}Iss|S;|wWEXS z9-4G4Z`{PP4I4EIE-W4Iuu9k3?`c>4rou8BQL`Z^aqWc1`@%!w`~A_1961RP#L3uEqfWf+z`oxx(~ zaKcy%{3Vqm7B=EvHZ&wq6G%iEHp0%>nyeq8Pj@@xJb*yAQ)HLz%Z(8(@F|f*^V(D&ay;B&MjM86z_m}ka*{3< z;Kkhv3%IEgktCMSs3s(hoNicsK@BH0=x8VT1an7(OO{mzXUU8fgk(m8Md4|Vb47e` zLpdCr6cM7!EOM>{Wr|%d*IM*6co9^0#TXIl5-hUdg@~pKnS4LzjwyAH3|L`da|u&6 ziBjg=C3B|G+(c}}G&$m8JBs(E*6jlw(45^w7cK`Ol_Yx3t=ov^;2TgLayG4EGJYqI znW-j3HNeNOCXF}QMUlicjaNXE7z)WG=VW-i6iGyl-dh}qRyH|Vh5}@yNPdbX2nWhf z)FhPf%hic1n>*LRS<%_hqR}Ejj#K^>T_n+S-+*&dU=wz5)2djTH*OfNht<@HB36_o zlj_maH6Nn2wOuXQSn5o2-Nu%P9}?f?M#hdLRWMk@gZQ*u8dc(PY$IBag6o^X^A?woFknurFL+rFi7GzHUjq2@k#`J~;t;a`fet zQq?{ae5-S+2M|?V3F$O}&V+eK@t7gsF`VLc1hzs%l!VB16W*l2QuNNmIYeU?oI}eS z0mS@Q-$e}t+VR=p1qDZjg<%%I7K%w&l8Xk4g(MX5_IQJ&KIGr=ox*VU$vANAi-az* zZrv0O#*R>D8L5|PR-!Ah;CjX-HYkF*ElH6CiF|KtQK|x&-ovHXl#Hayu$+tC>Ofbz1ygeH+lh-n#vMb|*UnU5*&J12R9=G!=QL>V-M)6k zcCmQYp7(Jmd|u`Y8EPol5KyBq3C_~8(uKKkeN}-Y*+^LE?zwtK=KAS4h>9HU%#|4% zErnX^6FU?W5u*9%<<%(Y@freH+`yiM!zm#qzP1e_SXs7!m9I*V#I7_FwsbGtsZ7ao z`uN`wgEoj~Rt(Qz`HeNbPVyT63MAj>*c@u%VhDfC)-+-QR|^BYkr0c7EOpBFELxED zoLagkiP|HTL{7_GqEHeOz9qgEgNi8=j)h_CZzGr}tkmF9i7@&kk(drcF&5e3q*vid zGWc;{g->3_k=Xnsx0X2?u&kKmE&hB$DVO(-YLoa912=pYg+( zfxV-u3uL(+cEut62|Fbl<9?}J7JHWnI)>H(;DHl2i4qw$ACOE&=Oy~O0wV-8UejlC z7NRDj&B|QQTv!_~;ufxWNTH`xGiNb{pu+da_a*N1m5ets6EW(n36zDT zDVxXiSa-iLyJYCw*7eOYaKJ4sFD_43lI-tM-_Z{I$>%@ z+91VwSbOJE(IZ7S-Z;sI|0NU`^0VgIg_O_YF@!IZsr+W@EGG06KgAX&2at2SG@{>3 zg(?+~j9bcJixk6S;^U`E)hlP)A#%9KP@QxJQ}C;FwPn<9meyAlmzRknBFxkug#unb zh0YX{_zDqloFqP^Q;?|>{?7nWn`;SEiB4LQ!5KJ(UXb~7&Kb$fdC74}jleBu<~+13 zn2NB4O&E|4YARI`yDZBj4N~fpm9d_VfLeHWXIrLEYhf!d2#3mKgc2twuq<9RrrC$E z@NAjr*GITv{Eu(&_Q|Qj1;UX|jU}0>a#J?Ikj*mLB9$tALg92ih^1upq_lDIcFT1T zp7Z~uD`_ts5r!)MAocoiU+tVBs_s}MfU}FadQ60gll?uM`H-@=Q45KF#q=VP*l2;O z2eh^!nU>RLY_P$$DN|_d`H0f`OuIVvA}#0au*)U_^27+xW`~IQ(%>-EiN&@7je4z< zDU=tnhfplSN^hAtR_NEn&vc7Yx3N)&4k~vrotLiNw$+=bh&C8i+fX>;6D>RGo zI5*ulI7RUBTra8A!4)`{8ZAx)M(j?Cnd_B{Q_-SCkX-LO*Sm6ku@ANi8v29YHPUj& zrk;N~eSowl(ad90&%Ro3KhU=Q-5+NU?5jTedcEoQXSZK`JbnDw)RQmPo8EZ8cIWo= z;ot1*y#+AcUfq55#rnVnVnO$2oA&!Q3N~_%Jsi2v2q`-0@=l z)wP%Z_4Q7rqq?@Ug!+Kpa~)OT!|E;M)26dSo4et)&U;%@R4mo+I?8aSWNbCT zh8!e8Y9^H@YcEk~u{o?xiuR2VsgdU@F^MbUSw-JvD8=f^N~S}|RE0K!7e&qTW~W?o zlZgi@V{pQXNCj@-IZBYpuq9DeicPl6?r?n}878t%H&>_GJxz$8E|1XE?UbmggQQm| zAdsL0_7EsQDFo(0^(Rb<%!2_;2&Wl6zRWP1%q5V@7JYb~Pq|JCGUdfI(UtmbUny}Z zQDo?AVl<&e3fywc$yx4rgDF=}Cqq{CvZonOf`&`e|*7|hoSzKtiv{oGEM^RooUtPPt zTxmYvyY}F|YX>BMZ@K&6`)vz5%LAtf`#uP2-6v5!Yrat1efgAlUr&7(SMbyYa>2Qi zgKIYzI}hVe`&){;3%fU`n-2Qc(6i4DZGVm(cmcfnI^Dd0Os`G1wp2H7Eq5P2+FQT2 z*mt^R>Soy4T~jyVG%qe#g8tgtwgqruW@;03!tHNV-zP`9yQ>s-Wxb|TWd1;zSIU0R zj84=yX8XEE>vC2B<}{i1<&n3x7Y#?0_Qb(j)yZEoDpg{SK&(3=3z zs&k~8tCz1(++D!t9-dmB*H1S(c6eTkaL^-&w+F#>l6={ZdiW41jufb^gW@F8|h+;j~S2zfEj?2 zWIbRntxj1$TJmL{Nd__b0R~D+Qj&nQW->%Rk&>TG>p`6^Nk*CIkQpJ8qSQfkN{kZ~ z{H9)48Hk$kdlf9G*$hWl%3 zU0{ssm*>{5PWKzMFk_eenhqW3G&eue5fjZHFOGEf_&YmHUAr9FuG)1#V2D|#w|B)k zy-?kzj7q|YyW>yLAK!Dc*V|9_ZawA?%>m$OsBQCJO|Iv?#q*S}>1y{;vEIF1#tq!P zJ=5J%-F}Lo^C5jV&hJ>;%9Dq)%*p1%+@|aPM<1)eJM} zzJTPAi3;Wx1VC!y!5!$=6QIxa=}L>~2t1_GMpK&s0f(MfK)w?Ua=&Wwu zSSGkT&_CuvcemA;jZ+`?D4^Bm7N$oh2wL}D99XE+%~m>xOhM@DpA^nrUc0(j zn{tl_1}4VakDsm0XI)ko$7}Vi<#E3?I{@>$?u4)$6~pB!242rj&eRnmM@`7Mh_IVt zQ@}ZanCcpi!m5m>qHHn|&|EU5TpTfF z5~N%Xj?;)~bJrA}7L{9+JX0g{dum#azpNJXNyL2&=WI^iBdoD&z|WVrTEdv#)XEOb{W9n@8Bazdmq|bAIgkP9uxC=?70wxDtH#Kz_}H|D1o%nuSJs&UAn zDn1Khy(<5x7!d8ZmKYS)a4d=teZzC6qEVW?x9pB>E-OyYT29rkAfkrNNS0_hW zFAPkK0X?{s19@Q6J})W8#I7z7+?imX7B4#@?LBO5>$#qhq0XM#%oq`S-|Ye#Q8UUT zP8kI=O95wfHgOm&72`cJ?__9jOx07T0y?cGqgT%pGpdksT+%+S(;sx5)U<$Jlc2%& zbfu$L@Irahg7%31Kzd^!xT}+Laln*@kuu zUrypWA0N3s)7M`-X#M)qNC}UI7jE%S)w&zfF?4xuth;k)VJ!jd+RfSKvo-&C>g?2` zo6|>5Pd$>_C8b+zdhhJo_lhFpvcuIq^UK6V`xPJSl6iB(#>`A=9%=lnNc6%f{kBZT^ciV zek$`=xe3Ep`=?yZ{^8id;o3aptNm;4oVv;fnh89o(K>o@Xg;>9cWO?pf+sOCF(aiG zrU!HmwaXTS%0qKzwhD6R%`jS-?(7;<{;T;3H6#vra2|9~DOvXE%cQg!XT{A>^(b|7 zx5*rBFa(jFc80TB;7^wo0F$HoRiUPy4MB>fxF@$zVyR#i6`YE3ouwU?sj7m|I9HR9 z!62alO<69be*RMr&YetoDAz?9lRZc=w={0GEz+A@;L0U;2|_cYTq&7hNq@bJ3<3lK zPjOG(QFeqakzxi?ro|DUHr#Zo&<4rQ<~~ErunWP3Hww^!2^NTN>=3|aYKZdKMop9P z>TK8i42U?5iOd!E836R=hDrvs^APj=Na%<5R%g4$E_$+r5V`zfAG-MFqmlW3MJ zJX76%R07x(sZPEAnBy+>ryG^?Z4=uh(VIRvTQldX{j|YguYKRv7LR)(xgld;+kPyM z%)dV51I5yE=JvBaYY)W%CuNt!ubY&c{B5)6V>6oeACWiDw5JZlLZlY;%$@eDYbr8Q z+dG)S{u(>*uX|O|6SHbU?a# z+H1C%hfa$u&6iY%6CMZy(oQK(mVsAKQ|OVlLq9Y4@qZmvH?zhg&5CW}fW}5T&3PbQ zlS%`ISAJw_ln<-VPa+PkPfuN$9cXT2S1YxJ*@{fl6zmvc@fOcoTlK%Vq8UM$GdsNE z_Q>I;yU+A)a!i8@xsQ0&22`A!*k11wrar#ccce{CX}0O))U%iO`i{4`<$Z7dx@-5- z^`_q)ijU_+6yw49Q`sRkM-Cz;agEk%g zW)|f$8Sc@uQ)|lHW(4l$mM1A(_CqN!Emc%{cJr$dxm+A`b5qvp^S&kLJS!BJN1hkp zE0(2(q)^n?R)+a?HnrBaOwcReDr`4gK$h3c$$xQwaR48lscNEkn_R%uzH245@Vfij zwm-YqccS;!(`)S?b}g*%^+wcAZQfo^?e@-Mr=f#O51Y zv%|v+*Eg=LTsP~;h=Bv2dZ>Y%hTa52Nm)8tCiKsk~Ha>sC=PHfE6naFY7y!XtHaRpFlpqX z;m>P}_G2UeaWzSpIW#6`Ca1bKJ1~^s)L0N^cBsCS)CIOtId4jyB~HD&-WLZZN=&xd z*EG1LfO=4i@jOncm!2=#<8*hd~Yrb;YDbnGb!C$m#JRj`=4mF@}u<+dJp`%rIP(5Ih~7`MBb zS98nS++IKA0&PA*5g(}5AAEexxo^`EX+ONLl$!d^xu|~jRDSiQt5V%o1*)|4Og%8N zf?aX;Gt9Du&A#-uWl^xrU``?Q zR=K4auBlqB0@SL=yp+sZ(Au6p%yeZ;pE6}ZSPp@unklsBdf8i=}aQVpO1xO#z5hD^mlDYtZI2xhtalLiw9d&(n6 zF$j7)pA?+Tr;E0W{>u>#$nr&4_6C2gzjb zR*geVTGG=y0f3YXIBZXq6eq_!&-c{E`b;fYnHOhgC*)9c?o{wJyv8dv(m$huu9->I zO~nGgrYR<+!DL??p)EMwXJGo~wZ$1SHts_S>2yu+toNNAR5I#onY#OMsr|#Y`jh*! z?cB@G^a0B9cQh#C+SV%_gYItS)WOq(QkfBLgW}N)xsxNd@+Mp{6aU05N=HB#eOzg2 z%`gt`E!~eZ7mST%7yK#B6{V#wKVEDe*>7&l^albe4)nZgK{91!`F>ryiZSf7!;y5Tbao9pqzh@UBpn5} z5Ogo-y>dVf@l-y!IyKQxR%ga8i5b@%3diMArL%ibgODgQY*&G(_h& zs3K?v_f5w>j5sN@a%*NDIMzrVN}5@=$wZS5ad0(Iq*0;NjSwL7o0D8)Byvzx(_wVv zp@7`4G%^t{%gs=Z9j6!?eTGDo%Clob0#cn02wWaF1z|%*m7mg^nOn}l1h`Is7qy&l zpa~N%QsYP)Gt33)aLGy4d?5${TXF%1FJc)+c+7K!TjVhjy>ZH06w;k|%Z zQzS|eDR(-h;na*m_z0-65M>evt1tCjTx#fYOg!vvU^H&2?3TX_I z75XQ(Ajz=BO)psYDiOO7B9TUt0S_B=h;IuHBteTHApwobBanB$e@i<3|8;k-%Z(k! z9l#$hpHt;3JGK>FR(s>}0+1kao9m|m_d3C_6^~^G*Pvj`CZBl7T(@lY0 zz?EAv6e|lSXn$2ALZ)D5PZe+4@6}9}-ECbGh9Zw z?NVbOF9#f$)TY5>Iv>(QPyga9+&4|D6sK?3l}&aUoSvbO{KKZ!)8?S=OQ}cYD5<5( zj#&!PY+W!Z(k11N%Irmml@xrb6?F^2gHvlAG+-O#OTBWbT8y)moML(&Q!1I7IJN{4 z`Q_8y1h?$sOJ{#9? zrPCLjL#;hZ@5n9bOj4(&>Lb!#N>+35a~d3>LjjhyZPK7AAs5cT@mq8XP$NI4kUE7~ z5>)AbO_upFtO!Y8^`*hu0{K1om1y zA6;weU~a0EAR~c(-3Uky;80($7?Uy@b`LifR^@C7QBtAhQ1R$% z%n~cW56k~$SNT;5XpqpZ9AwAkx}pgZX=X-nlP*u&t+AMId#USqG$g+>E?ps{=}8C1 zqB2q+$K1&)ee05E(eAg9N04w%nulAOSN^14vHCNqr`n2&3k3fj?*{QTQxL z3&qZAr|Lia<%4!??2gN!Sl%clwdp&|=e0;+!&9{2KzfNSV_B%V91UX|hp22S4|3{< z)yOo39vDBnHqt;E>D_3pT{&0tV5zWtgk{r4Rq7*Ri-;fZ6t;8fi)$UyTsj}_F{9sR z1c~MBsG!9mr2|x%Y-wX6BFJVw)l%iac=BLfj?VbQ*Kf;(e_?gb7h6?21SMU#S|OJj3c@16MulX1iivVB;TOOEop@Mm9Z@OeT^s`a=_!x@>(9z$f#ix0 zZodL6soipU}|dNm59B>m)4A z{s*tWd8x=!sZ~yeD7giL9|G=2eJj1 z4Vz7hB8}`EhqMmn=5>Rl&}{e1-~Pr;me8YPS>TvFg>Z{sL)Dbr1n(#pB&PO^(kv&8 zNSNd*`M|ozjY$1ElQhk_OpF?DATl1!op3OX38fo0<@F_$D&j>n43TQMvZG*!&~i(e zw^h*HHZnk?E+`xI2_k7E92C)WUO)smUZ8g@lcMDhWYdJel*y8h?S2MNyBOMkSUIbk60z&K1$GZtJlbzxR zm6Q%zrFl21RRSquU}kL)2*waU_gg7VP%jj5X@s`ZbR#hOYmQBj8Q>D+*aIHx zdokMg*EtaFU;g#Ww+VriOX}Hqf1`z$+`Zk065V%hvLGf7CW?VM&OKf*&r(J`s(MSG zd6aw<^}}C&euPU^%&tS#)x;eqiUq-9fUjTfcf82nPOpCaufMzdd$4O$S@#z`S1LPs zom6BxSr|II+G%L#rgQrEzj5vpc<>^)02n+sv>u|LUTWSi%#bDOEF0VIxRhUTzFCeP z(k5DzX3jN0VV!gsJ;6iCKhpS5+Jz!QyW2L^rHoPh$jAtuJ1|LoAk!TPx3q2?&ME4fWxP}do(m6^||#E|09B%!^}o4o2_eYvK`+s#==FB&g!P4Qf!c?(*}l4aspY5L`EtXN2XmS}9KW(yHH|mQ z)+jGVQaF_3*>VXC^CXJ_;pB$!>efyE16>$}U7z&gCMTJIo0>|?UTHT;mII7QGqgu*sy&iA24 zBAXaBVx6E1Cbfj?Q>Sp#Qp;fjr1+Pna3C0g*w`e}k+K8JwP|?~tL9Xt+=o$Bx@HksH9-rm|d8qY3P zYn6V>i`6;o&(0^=Wu+!Pk-&84<(o#YckH#%cwEm`tL5tI{w9wmFwy}#sYg|}-K&@9 zN>lb@v(8oms`J(TdUfH!NnITuS4L99F`3b>^>MFv@bwoj-fZo(!F;w{ zEjc1fK>GXntgcOeT-EFQCrOiYYu?*__4TW_+dBtEB z-ENgNf~e}Y4tCz|G+G(xY<2T+Rd*YWR;yu%s&!pdk zmcxOX)K(T+k9yEwm4RpLr$6NqqMNJ;hwE6|dDmzhRMu73w(_k&Q_zEtsHuGKRG_!*=;99kb!2G_fLQRczxDwZol5zZuT;Nr_=6K z`O_-23$n4x#pMzWE99D-h3LJ*MzgisU|o>z@qWn?dKKIq&tSN^)9t}9a1412E#8Y| zM$LM*JR2W(8l(cJ`fFvX)%EIZ)NVBoJ18|-Ufw<2ta z7NTLjtgN-WwO`fe%gfcJUypnH`>p1l-1b10ul=#APGk6 zN!@R5?>1W|UaS_r9l<-^19|=rcKqKTL&EHQab7b$U;NwezuFlufp~kpnxG}_@`0M! z`RdM>OPw=^?Zf8&esiyxVB&JMID?2fynQ^LA=}j|PAlk+_I7sm4%!UT5sT0O<8C%k|5R{RXWY zR`Cd$^y`^OCJ$qh;At`$6B82|l2TTBIH?yYUS3=-tHuE_o6OE|4OwH|XWk6mt2nq} zjM>Hg{pGUmz5e4Lzj^s)x0)_sKC0#7dRBP`*pubeBIu)z?qxRIrQT_5Z8hX6J2-xN z@%Z8W(jV*2)~nd#@nR_!lYLD|b1Y6+eR^^K^xaS2JzdSly@P@de%dke5RRh zSk?LM0`1t9c8FGW4jNv?ewECXFD|f9&~|Xp>eTb~!-wzQKS2E(Xgrp{Xw^F0(clT-)^;s^E-!Qu^m_I1*nhqTSu6} z0z!EMberieU(BZn>!}ruQ4jmAgH~Jcl-WiAX%7uITg*4O4s)bG6hq7};09|15Rdi- z!+yKn>&0`?o(}0#EWN%1`s$)^+u0ILt9G;5W^P8q_Ri~f2G3`fC+dnqt%e3$7<7Jj z=ZKQoyl%JJ{S3Mx_LTE5pVfnQ50bir@wi`!6DCvN0eFnooI*M2#r6HeEv+>7-Tv0= zolYg@lJf%cxN7h3HQKzu`Fx=e@&;3p%6v$ufiw)Wn>_{z?b5N&n; z#7JFE`fciAz!Y(Vgf$+LbbkBd+jp(uOy;cYj9W=dMujYoE!`O0p;rT(Y z2Za;=Z9`UB&;FZlUTwF!<7u>iJ&zVi>ed0Uab3L|{0s(F$TA)a)D2*JVp#i`kK1bt z4b8@XS+1N*cQYNdi#^FAjpQvN(K*;6U(Cei-Q(l^^%B304FDXl&X-F;xZ&!tFM6GW zW``J*t(u!VdBe$Aec0}9la}a>Z9IJZc)y&Chdou#NS~>#2zzFT!*_4q?f2s6n&#?i zDUV}8nFv>0-mI^Y#oYaFztd_Q;WeMEdjjtsgtKYJvl`49E#5h7ynFRVqJ}OTuu7T9 z(lVu)7b;zz?v_Cr_hb&LplCdHz;(ZO#K^yTv(wx^>cext(!RQt+PY9<^H8To>8gK7Rb}haZ3V_;7c{lAH`$J6o^b?)TXn z76&!`{&tHSQYN~^_)Cr@AM6xHbCjIxZ6B5nB5gI@1i!PhBfAVoi)dqVC#ld^SHLSs z;I_cjoKmjD(NP)jjDeU>@oVv&8{6+1hg^)a#p>pEeKk)et&Z}F0vy+;lQQu}WZ0Y` zam=-uWPg&lEM`owNiEVPOi$5t9E84vb4=7x%T`~PTXk^Q61^l2xw-Zr^?B50Oc&(( zc76Bs@jaD#+|OZh`^-!`H4qa4qk)c(Ss>Uyq&tb%4eN7dh@w)G0iT>NSGV`~*Q@Ec zz5VT1ubQ$1tGnAp0?r|5OWHQu92`cvN^H;ZG}$rZD#S{S&}z*t3KK~Iw}xlyr^g!$vEt*C36N4tJY~->my@d3KG%*sh9$ZB;X=?$1HjFO8hpn9G@9K`v9B=?Hv8I@cXdWKI+*T8upLJClNAfvcMTC zhOtOL(G_0v6!;jNj7qL9y@2EyTY6;NW8Pwj`N{0T0W1)D)~F>s2p>S+knq z*RvR#6lS^o?x&wV-tf2>%{WIfML|puC#Y^WwUWJg+c@eA?YJY0D{7b;?XlLZ|A+5C zX76}0tJ}M|fc)M5F)LUM#%M&tOYC zK)Tgon^{}e|>8CJt;98<1x*tn;Y z66Xret$>tHB=1cvg)qmzjg{LS4hX_l^d^Ja%ALJw!)@?xo|1V`>3Rvg->-GH+}hn=NtW#r^) ze*ai*nC&WmwevivC>mwUs~A`@&wjHoheED<5$|ZwOU{ncsi!k;!eW*^;{ISr-lY+; zaA{Gjf!RzU#7(xrs+jt~J{(pd&IyONKd6EOTCHH~OucrJLrf!5 zG+y+WPeQhs_C+ayIXM|K5GifX9F9d-M6CwJnU?R&Pa24!O^yib4;)IfvOnf$9-Q2CCmJ?BO9ZV9R!=jHX zZ&4osFGe!HNZ~W&Tr6e*7C}%xvI^u-MLZmI#D&S+W0=d1Wuqef2iE@$&8CuHolVJ-e@qQ2)?_mldSS4jRWJ!J< zbxKnBly_#x7$)GugwU}-88*%*x(;ISlrT1#`H=@lQ0M!k*)8TIt}b&+X(!Z9Wdn(2 zTx32Y3qfp&eF%8wo#YtK3=BjRrCxnmCo{SEWJqg7p#X`v3TP(7FhwiT zOVlcC@~i@Q_6N~8wXEzeE+r*6i)aglyYvn?@^T?&$ZHSEdyIO-JF6**A*i;9kQg5G z?TO!_gwcl%rV0Adw0SydP6{+mGDS~PAQKrNju=~gSF$NOGa@$277(sStMDiZ4lw!P zK0H}i@EHu_A_IEn0YD(V=TYC=Vcmdcc8fgCh%pA9F>2ObIA5F}!frlgG^#3Z6FL~D zNsADB3bR^`w-JQ8S!{6e85yDF28{4o*6rC(13!;nXhmx?waX2&Zi4nO5g<1XM$BjV zy{x3XQY0$)Diegz(aQN3mqeCPJu=2t$TP)66y}ODKaWoom%c=3$s6N}pa&|#QJ|Ir z3d04jffLO5jD$e-27WkvMzN<(o~5TuUxeEf86mn5@5kbxTIPv_il+%vL^jGeZd16$ z$IxLj8Y$`o^W?*l1oD`nPa?Om=)&?)5!TNb%G!dh!jEN$ zPd{5{xHr5O1my`MlwE7z$#Y$ePUgq=K!|4-WWfDXBHn<4)gelDeX&YhMFj|OR%u+bUcx5#O z#tdNwk8SMA2I8`;&p0isd6wz&JWW&3xWQt_$N>Oqpv>!;%}dz{6~*{`tDbY`t;TRga7^y{%wzg literal 0 HcmV?d00001 diff --git a/streamlit_app.py b/streamlit_app.py new file mode 100644 index 0000000..bb1718c --- /dev/null +++ b/streamlit_app.py @@ -0,0 +1,491 @@ +""" +Sound Wave Analysis - Streamlit Web Application + +A professional web-based tool for analyzing and visualizing audio files. +Supports WAV, MP3, and FLAC formats with interactive visualizations. + +Author: TorresjDev +License: CC BY-NC 4.0 +""" + +import streamlit as st +import numpy as np +import os +from datetime import datetime + +# Import analysis modules +from sound_analysis.analyzer import get_wave_info, load_wave_data, analyze_audio_levels +from sound_analysis.plotly_viz import create_all_visualizations, create_frequency_spectrum_plot +from sound_analysis.audio_processing import ( + convert_audio_to_wav, + detect_harmonics, + calculate_speed_of_sound, + export_analysis_to_csv, + apply_lowpass_filter, + apply_highpass_filter, + apply_bandpass_filter, + PYDUB_AVAILABLE +) + +# Page configuration +st.set_page_config( + page_title="Sound Wave Analysis", + page_icon="๐ŸŒŠ", + layout="wide", + initial_sidebar_state="expanded" +) + +# Custom CSS for gradients and polish +# We rely on Streamlit's native Light/Dark modes for base colors +st.markdown(""" + +""", unsafe_allow_html=True) + + +def init_session_state(): + """Initialize session state variables.""" + defaults = { + 'analysis_complete': False, + 'file_info': None, + 'audio_levels': None, + 'figures': None, + 'waveform': None, + 'sample_rate': None, + 'duration': None, + 'harmonics': None, + 'uploaded_filename': None + } + for key, value in defaults.items(): + if key not in st.session_state: + st.session_state[key] = value + + +def render_sidebar(): + """Render the sidebar with settings and tools.""" + with st.sidebar: + st.markdown("### โš™๏ธ Settings") + + st.markdown(""" + **๐ŸŽจ Theme:** + Use the app menu (**โ‹ฎ**) โžœ **Settings** โžœ **Theme** + to toggle Light/Dark mode. + """) + + st.divider() + + # FFT Settings + st.markdown("### ๐Ÿ”ง FFT Settings") + + fft_window = st.select_slider( + "Window Size", + options=[256, 512, 1024, 2048, 4096, 8192], + value=1024, + help="Larger = better frequency resolution, worse time resolution" + ) + + st.session_state['fft_window'] = fft_window + + st.divider() + + # Speed of Sound Calculator + st.markdown("### ๐Ÿ”Š Speed of Sound") + + medium = st.selectbox( + "Medium", + ['air', 'water', 'steel', 'aluminum', 'glass'] + ) + + temp = st.slider("Temperature (ยฐC)", -20, 50, 20) if medium in ['air', 'water'] else 20 + + speed = calculate_speed_of_sound(temp, medium) + st.metric("Speed of Sound", f"{speed:.1f} m/s") + + st.divider() + + # About section + st.markdown("### ๐Ÿ“Š About") + st.markdown(""" + **Sound Wave Analysis** - Professional audio analysis tool. + + **Supported formats:** WAV, MP3, FLAC + **Max file size:** 50MB + """) + + if not PYDUB_AVAILABLE: + st.warning("โš ๏ธ MP3/FLAC support requires pydub. Install with: `pip install pydub`") + + st.markdown(""" +

+ """, unsafe_allow_html=True) + + +def render_header(): + """Render the main header.""" + st.markdown('

๐ŸŒŠ Sound Wave Analysis

', unsafe_allow_html=True) + st.markdown('

Professional audio analysis and visualization tool

', unsafe_allow_html=True) + + +def render_upload_section(): + """Render the file upload section.""" + st.markdown("### ๐Ÿ“ Upload Audio File") + + # Determine supported formats + formats = ['wav'] + if PYDUB_AVAILABLE: + formats.extend(['mp3', 'flac']) + + col1, col2, col3 = st.columns([1, 2, 1]) + + with col2: + uploaded_file = st.file_uploader( + "Drag and drop or click to upload", + type=formats, + help=f"Supported: {', '.join(f.upper() for f in formats)} (max 50MB)", + label_visibility="collapsed" + ) + + format_str = ', '.join(f.upper() for f in formats) + st.caption(f"๐Ÿ“Œ Supported formats: {format_str} | Maximum size: 50MB") + + return uploaded_file + + +def render_metrics(file_info, audio_levels): + """Render the metrics cards.""" + st.markdown("### ๐Ÿ“Š Analysis Results") + + col1, col2, col3, col4, col5, col6 = st.columns(6) + + with col1: + st.metric("Sample Rate", f"{file_info['sample_rate']:,} Hz") + with col2: + st.metric("Duration", f"{file_info['duration']:.2f}s") + with col3: + st.metric("Channels", f"{file_info['channels']} ({file_info['channel_type']})") + with col4: + st.metric("Avg dB", f"{audio_levels['avg_db']:.1f}") + with col5: + st.metric("RMS dB", f"{audio_levels['rms_db']:.1f}") + with col6: + st.metric("Dynamic Range", f"{audio_levels['db_range']['dynamic_range']:.1f} dB") + + +def render_harmonics(harmonics): + """Render harmonic analysis results.""" + if not harmonics: + return + + st.markdown("### ๐ŸŽต Harmonic Analysis") + st.caption("Detected frequency peaks (fundamental and overtones)") + + cols = st.columns(min(5, len(harmonics))) + + for i, harm in enumerate(harmonics[:5]): + with cols[i]: + freq_str = f"{harm['frequency']:.1f} Hz" if harm['frequency'] < 1000 else f"{harm['frequency']/1000:.2f} kHz" + label = "Fundamental" if i == 0 else f"Harmonic {i}" + st.metric(label, freq_str, f"{harm['magnitude_db']:.1f} dB") + + +def render_visualizations(figures): + """Render all visualizations in a grid.""" + st.markdown("### ๐Ÿ“ˆ Visualizations") + st.markdown("*Hover for values โ€ข Click camera icon to download โ€ข Zoom/pan with mouse*") + + # Row 1: Waveform and Spectrum + col1, col2 = st.columns(2) + with col1: + st.plotly_chart(figures['waveform'], use_container_width=True, key='waveform') + with col2: + st.plotly_chart(figures['spectrum'], use_container_width=True, key='spectrum') + + # Row 2: Spectrogram and PSD + col3, col4 = st.columns(2) + with col3: + st.plotly_chart(figures['spectrogram'], use_container_width=True, key='spectrogram') + with col4: + st.plotly_chart(figures['psd'], use_container_width=True, key='psd') + + # Row 3: Phase and Histogram + col5, col6 = st.columns(2) + with col5: + st.plotly_chart(figures['phase'], use_container_width=True, key='phase') + with col6: + st.plotly_chart(figures['histogram'], use_container_width=True, key='histogram') + + +def analyze_audio(uploaded_file): + """Analyze the uploaded audio file.""" + # Get file extension + file_ext = os.path.splitext(uploaded_file.name)[1].lower() + + # Convert to WAV if needed + tmp_path = convert_audio_to_wav(uploaded_file, file_ext) + + try: + # Get file info + file_info = get_wave_info(tmp_path) + + # Load waveform data + wave_data = load_wave_data(tmp_path) + waveform = wave_data['waveform'] + sample_rate = wave_data['sample_rate'] + duration = wave_data['duration'] + + # Analyze audio levels + audio_levels = analyze_audio_levels(waveform) + + # Detect harmonics + harmonics = detect_harmonics(waveform, sample_rate) + + # Generate visualizations + figures = create_all_visualizations( + waveform, sample_rate, duration, uploaded_file.name + ) + + return { + 'file_info': file_info, + 'audio_levels': audio_levels, + 'figures': figures, + 'waveform': waveform, + 'sample_rate': sample_rate, + 'duration': duration, + 'harmonics': harmonics, + 'wav_path': tmp_path + } + + except Exception as e: + if os.path.exists(tmp_path): + os.unlink(tmp_path) + raise e + + +def main(): + """Main application entry point.""" + init_session_state() + render_sidebar() + render_header() + + # File upload + uploaded_file = render_upload_section() + + if uploaded_file is not None: + # Check file size + file_size_mb = uploaded_file.size / (1024 * 1024) + + if file_size_mb > 50: + st.error(f"โŒ File too large ({file_size_mb:.1f}MB). Maximum size is 50MB.") + return + + # Show file info + st.info(f"๐Ÿ“„ **{uploaded_file.name}** ({file_size_mb:.2f} MB)") + + # Analyze button + if st.button("๐Ÿ”ฌ Analyze Audio", type="primary", use_container_width=True): + with st.spinner("Analyzing audio... This may take a moment for large files."): + try: + results = analyze_audio(uploaded_file) + + # Store in session state + st.session_state.analysis_complete = True + st.session_state.file_info = results['file_info'] + st.session_state.audio_levels = results['audio_levels'] + st.session_state.figures = results['figures'] + st.session_state.waveform = results['waveform'] + st.session_state.sample_rate = results['sample_rate'] + st.session_state.duration = results['duration'] + st.session_state.harmonics = results['harmonics'] + st.session_state.uploaded_filename = uploaded_file.name + + # Clean up temp file + if os.path.exists(results.get('wav_path', '')): + os.unlink(results['wav_path']) + + st.success("โœ… Analysis complete!") + st.rerun() + + except Exception as e: + st.error(f"โŒ Error analyzing file: {str(e)}") + return + + # Show results if analysis is complete + if st.session_state.analysis_complete: + st.divider() + + # Audio Playback + st.markdown("### ๐Ÿ”Š Audio Playback") + st.audio(uploaded_file, format=f"audio/{os.path.splitext(uploaded_file.name)[1][1:]}") + + st.divider() + + # Export Options + st.markdown("### ๐Ÿ’พ Export Options") + + col1, col2, col3, col4 = st.columns(4) + + with col1: + # TXT Summary + summary = f"""Sound Wave Analysis Report +Generated: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')} + +File: {st.session_state.uploaded_filename} +Sample Rate: {st.session_state.file_info['sample_rate']:,} Hz +Duration: {st.session_state.file_info['duration']:.2f} seconds +Channels: {st.session_state.file_info['channels']} ({st.session_state.file_info['channel_type']}) + +Audio Levels: +- Average dB: {st.session_state.audio_levels['avg_db']:.2f} +- RMS dB: {st.session_state.audio_levels['rms_db']:.2f} +- Max dB: {st.session_state.audio_levels['db_range']['max_db']:.2f} +- Min dB: {st.session_state.audio_levels['db_range']['min_db']:.2f} +- Dynamic Range: {st.session_state.audio_levels['db_range']['dynamic_range']:.2f} dB + +Harmonics Detected: +""" + for i, h in enumerate(st.session_state.harmonics[:5]): + label = "Fundamental" if i == 0 else f"Harmonic {i}" + summary += f"- {label}: {h['frequency']:.1f} Hz ({h['magnitude_db']:.1f} dB)\n" + + st.download_button( + "๐Ÿ“„ Summary (TXT)", + data=summary, + file_name=f"analysis_{st.session_state.uploaded_filename.replace('.', '_')}.txt", + mime="text/plain", + use_container_width=True + ) + + with col2: + # CSV Export + csv_data = export_analysis_to_csv( + st.session_state.file_info, + st.session_state.audio_levels, + st.session_state.waveform, + st.session_state.sample_rate + ) + st.download_button( + "๐Ÿ“Š Data (CSV)", + data=csv_data, + file_name=f"analysis_{st.session_state.uploaded_filename.replace('.', '_')}.csv", + mime="text/csv", + use_container_width=True + ) + + with col3: + st.markdown("**๐Ÿ“ท Graphs:**") + st.caption("Click camera icon on graphs") + + with col4: + st.caption("๐Ÿ“„ PDF export coming soon!") + + st.divider() + + # Analysis Results + render_metrics(st.session_state.file_info, st.session_state.audio_levels) + + st.divider() + + # Harmonic Analysis + render_harmonics(st.session_state.harmonics) + + st.divider() + + # Visualizations + render_visualizations(st.session_state.figures) + + # Educational section + st.divider() + st.markdown("### ๐Ÿ“š Physics Reference") + + with st.expander("Wave Equations & Formulas"): + col1, col2 = st.columns(2) + + with col1: + st.markdown("**Wave Equation:**") + st.latex(r"y(x,t) = A \sin(kx - \omega t + \phi)") + + st.markdown("**Frequency & Period:**") + st.latex(r"f = \frac{1}{T}, \quad \omega = 2\pi f") + + with col2: + st.markdown("**Speed of Sound:**") + st.latex(r"v = 331.3 \sqrt{1 + \frac{T}{273.15}} \, \text{m/s}") + + st.markdown("**Decibel Level:**") + st.latex(r"L_{dB} = 20 \log_{10}\left(\frac{A}{A_{ref}}\right)") + + else: + # Welcome message + st.markdown(""" +
+ ๐Ÿ‘‹ Welcome!
+ Upload an audio file above to get started with your analysis. +
+ """, unsafe_allow_html=True) + + st.markdown("### ๐ŸŽฏ Features") + + col1, col2, col3 = st.columns(3) + + with col1: + st.markdown(""" + **๐Ÿ“Š 6 Professional Graphs** + - Waveform + - Frequency Spectrum + - Spectrogram + - Power Spectral Density + - Phase Response + - Amplitude Histogram + """) + + with col2: + st.markdown(""" + **๐Ÿ”ฌ Detailed Analysis** + - Sample rate & duration + - dB levels & dynamic range + - Harmonic detection + - Physics calculators + """) + + with col3: + st.markdown(""" + **๐Ÿ’พ Export Options** + - Download graphs (PNG) + - Export summary (TXT) + - Export data (CSV) + - Audio playback + """) + + +if __name__ == "__main__": + main() diff --git a/verify_analysis.py b/verify_analysis.py new file mode 100644 index 0000000..3e88f30 --- /dev/null +++ b/verify_analysis.py @@ -0,0 +1,123 @@ +#!/usr/bin/env python3 +""" +Verification Script for Sound Wave Analysis + +This script compares the app's analysis results with scipy (trusted library) +to verify the calculations are correct. +""" + +import wave +import numpy as np +from scipy.io import wavfile +from sound_analysis.analyzer import get_wave_info, load_wave_data, analyze_audio_levels + + +def verify_analysis(file_path): + """Compare app results with scipy for verification.""" + print("=" * 60) + print("VERIFICATION REPORT") + print("=" * 60) + print(f"File: {file_path}\n") + + # --- Get app's results --- + app_info = get_wave_info(file_path) + app_data = load_wave_data(file_path) + app_levels = analyze_audio_levels(app_data['waveform']) + + # --- Get scipy's results --- + scipy_rate, scipy_data = wavfile.read(file_path) + + # --- Compare basic properties --- + print("1. BASIC PROPERTIES") + print("-" * 40) + + checks = [] + + # Sample rate + match = app_info['sample_rate'] == scipy_rate + checks.append(match) + status = "PASS" if match else "FAIL" + print(f" Sample Rate: {app_info['sample_rate']} Hz [{status}]") + + # Duration (within 0.01 seconds) + scipy_duration = len(scipy_data) / scipy_rate + match = abs(app_info['duration'] - scipy_duration) < 0.01 + checks.append(match) + status = "PASS" if match else "FAIL" + print(f" Duration: {app_info['duration']:.4f}s (scipy: {scipy_duration:.4f}s) [{status}]") + + # Channels + scipy_channels = 1 if len(scipy_data.shape) == 1 else scipy_data.shape[1] + match = app_info['channels'] == scipy_channels + checks.append(match) + status = "PASS" if match else "FAIL" + print(f" Channels: {app_info['channels']} [{status}]") + + print() + print("2. AUDIO DATA QUALITY") + print("-" * 40) + + # Check if waveform has reasonable values + waveform = app_data['waveform'] + + has_data = len(waveform) > 0 + checks.append(has_data) + status = "PASS" if has_data else "FAIL" + print(f" Waveform loaded: {len(waveform):,} samples [{status}]") + + has_variation = np.std(waveform) > 0 + checks.append(has_variation) + status = "PASS" if has_variation else "FAIL" + print(f" Has audio content (not silence): [{status}]") + + print() + print("3. DECIBEL CALCULATIONS") + print("-" * 40) + + # Verify dB calculations make sense + avg_db = app_levels['avg_db'] + rms_db = app_levels['rms_db'] + dynamic_range = app_levels['db_range']['dynamic_range'] + + # dB should be positive for audible sound + valid_avg = avg_db > 0 + checks.append(valid_avg) + status = "PASS" if valid_avg else "FAIL" + print(f" Average dB: {avg_db:.2f} (positive = audible) [{status}]") + + valid_rms = rms_db > 0 + checks.append(valid_rms) + status = "PASS" if valid_rms else "FAIL" + print(f" RMS dB: {rms_db:.2f} (positive = audible) [{status}]") + + # Dynamic range typically 40-120 dB for real audio + valid_range = 10 < dynamic_range < 150 + checks.append(valid_range) + status = "PASS" if valid_range else "FAIL" + print(f" Dynamic Range: {dynamic_range:.2f} dB (reasonable range) [{status}]") + + print() + print("=" * 60) + passed = sum(checks) + total = len(checks) + + if passed == total: + print(f"RESULT: ALL {total} CHECKS PASSED!") + print("The analysis results appear to be correct.") + else: + print(f"RESULT: {passed}/{total} checks passed") + print("Some issues may need investigation.") + print("=" * 60) + + return passed == total + + +if __name__ == "__main__": + import sys + + # Default to the test file + file_path = "data/space_odyssey_radar.wav" + if len(sys.argv) > 1: + file_path = sys.argv[1] + + verify_analysis(file_path)

rp3k$~|9_HJ8DtDsTPW>LL_l0%_otoO*t2wj1*S02+ zuQS0jw~v&gri{6?Jxa?jS(te`blzj#=<~~8N8gx+Kg`^U_WsiHw|f9V@JyE76@qNw z`uq6$3fzkp9@@-(Jc$t9Xco5`YD)7`q@{Vu!$wy}|M=G?Vkc+O`NerqBFMvM1GXUo zX#7>VgFr^_dEvt4;NV~e3GSt4m)fij3>K!*pHDfN2e>YigRL0Y<=?bg`MUqH3Ham= ztEx;ZCH`p-O?GGaoW8mA^mf)=Riue3E7S+jRPvrY0R2EN3JJ7QL6}wkl`pR_13nC4 z1=)tO=KY}H;OT9R@Y@^hpCt^gekh~(1tPCg*cNbstLGnwMsJ+_LNP5<}xR{UYV(>5h3Z~=5G43yFh z{p!D>^JM3bf*Ftlw!|EQ6bQH0CID~+IksCc<-*x-yE}P#HQ2{YRY=gcq-F#PL^qPb z!F()ATbk#t>;>EqoZ!OYHj6L!Sy9=sV8BU%LHS1iB{KT6P<7S;GF=M;Wx?Jr=^-_c z1rhtS3t-s{3WzgH%|jI6ZJt#E@fnB( zk|`F0^ZY}^TzVAN7MP#-#zphaO;NhbuH*NwGi*{hdg5?EH5e%Bf{PUVP*sm^4T$D! zESd+PI>b1n^9t5LU!SBh!UG~r*rh5U03o)yG?=RUR^>4|efqRI1(MupD~X|liQ(Um zkcvnIl*R+@P{P~=y49I14TOrx;Y3OE*2SplK4&a93dR;`Iz+pC~X*|=4|0pQ4`d{s!FDMI9xqVauPnD~EW+vR1 z6rNMuJN-J;4b(l$fs}Ap>TTP9RD~2-*0X;Dy(DW>+V_)IV>h-|fI&-j;!pj{Xo9;E z44u6ZAQKp2D23HPRN_V-pK#UxjJI#!e(X>s59iZUbiQ`jfqIY8HPzG0uEOZaNWc|I zKc3t~GyHnd%ZqcE(0myXTY$;5Rb4$0s9W7(moj_F7|^&)fV|ev*hO(|4k8jg zM(~2opAD?{J?%i%?gcp@DgFcNU9`JXNLJ9&{KE6Z6GYwJ_q5ce_^qubsKS(**)SSP zt88Vj5%-bXH2D;K z$iLn9U}4l1>p}8dr<0?pb$+sjWKeg%4<0Ea7+$pIRe011YA;h5p~r3}Bb8r>7MOPh z@Xt#E`I?d)5u&}~lxG(R3U;R_t*o~Zp&0kof`16NC}0RYK$5LwCn2mKPB|LY1R{-6 zpv1JuwM+ZL=t()9H7_BukzNzSLG*LVO?_sAY;u>6#5edNfypbsWLm%)l5SgWz&YcywnMeO~y6ucS%&ra09-O z6`u>ccY%FoMx$2&FfW3-ax1&;Sntv3h^LYFAV;u|l=Yq8%3=%6U}Oi+sX2WcH?x`e zm~YKu?WTl5!2+w2y~d(rnmX6j0BvfU!$CFr1z*_~+D7_3XhUkWJdh^bgSrh%D;*9X zD%RC5-Ln)d-aI&z73WI51c5hn8k<)k*3+vp?fAb$rNGXeAgD+A&K!NSKsfTLg=2NJ zy2pXE!Stw|pStNM3n8>f$1C*|VcKmw+&2mBYS-0CxNVbGI(?A!W>tq4=VKW{^7e19 zyqEVn=5W3_8*!~C3xjqgXud6@T?x?N)?-!%8%&15SX@h`Xeby0)+=`~9dc{YcQvU7wiOZ8?^?ikl|40gZ=qa|Ak9W?FKflBeB~*mk=J{wauPqTcM5#6*(B=^;6>>f0@O zb8Kx@y-1RLCWBjW;RX69V}0gy0r$!J3vB5w?9X1BD6|)WI@Yg%CdU@{(udTkzRGW} z=iaQuVUVtdRSzomK1U~t@@L-aP@wcfXb7<@OkbCPm!CBSm1G#3U21z-XYm>Ld81np z`>p*d>2$|umO92dAYqjfTSVpOyK6Vae6Z72`y3%UfZv4S)EzZ$3iEyCy3^+gXL4S_ zaKQLqcuF6(u?ccjCr<}q6wjJ)h9cIVTul-x!0rIvzh-#XiI{fu<61p1s-f2#Q=pXO z8(!4r>2#+g!K)u!eLv$YDP~+LAs1ged~7|_aBZ^P*BjHCkLTNCk&apZL8jhCCB)%a z9qyyLDcX{KPG&hOxZC)Mn`q6jF=6FapMV`_B=zlu(s<$gydbyqX#3+^M}eSDekm04 zL9MC&viJb4s>1JgmZ;9J+Ke=kJe4zxp^kI;u$}EYR0Q-4>G&L!*gx;;GID=>%bNHe(Jtgjl=rV|hY9Vv zi7A>xyS8=5Cb&g$8@}Ijc^u!(OgK4UdqFth&u%cB{?y7WrWAx8qljxas_kZ`{&Vwi ze8hyDQtO)Zh7!e3;y|&_1gTNSey`Jy2$6<3iqOxuG^M8f@F(RRK$DlEKo)^N=)P6C z0DMng&%B+VFQ6)yz#2b~Rf-SS6g?NJ1|J~qXIpR!f>bgxqoB5dyp}m_Rlq(1a5?gi zEkBb~>N}OLPSxEeh1-BH^VGTLngZ!Pa}~_cut5P2j+!2}OXXz%Vj^EX*!5-O!`IE* zgzB;URh|{z)%Hv#0N8RMB@3i3^b`2N8}JJFSN?VGZ&?evpz>S_%zIXEV%Xu<)BtH5 zS&;}h2`~u(9At`Kh{M{V8-WW1fV{fJ#X|YXBydEz2K{zlYRp)`+%gX+D?|uGdYR4& zEgFiXzA^@@Xcch;s<42i9PE`5py^6Lj97+*zV=)^cP>y>?4^$U@<5$(P@WDN+kQ&j zIawGmO$!-G#a0y;zcY>aS;ixZ$cBsTtfe+C^hHBMgTM={rZKb^iqAW!SL!CR)XWTy zP_FbmOYk*a_E%OUxC%SWMa@$+hn3Q8$v|P)416ApzP`SMb6HkGa~^=xP5M;O>vnA# zWOI@@%av6tesu-XNLlHQ7*Q78dWCXQwqK)zEF#9ti>S)MW4j3YdI-Sif6EC#5k>^? z%QsQ@U^Z?8%1U5U^48i?tt$2aL=yW_`8BEW0YcBMcAy%MaGX%<-gD<%M`_m;RyS<_ zwP|my{bH@>2f?@2<1Pf>kYzCel0@}9_Okju0iSBe6j?8Ve~_izvuH>=6vWX!e9z>k z63tT0gJS0cK8GL(pDfNx4B!i3pE1bK+k5q%v9@MBMnnp9Sl?m&8<{K%&jYNyj$EtQ znI;@Qw;4Rc)2^YS;WTl>v;n5@+<+GA`-|MM$%@=+9(?uc5<>%DeeohX8PpJ~94yx* zjfm`7FGq5Zg>vP%1ccOYbC|R+51^NGD=%JEKRMpG_|QF4oZXMRz5`e&vsyBm;VJ@+dGbQ$m9Ol3zRLBlcw-p8U@tzfIsNR*zo#Vhc5H9 zutR-b#LeBQNDlL1f1^Pm;uq&+&`}jp2$L}~?sqm-*#JVusuV}K=6X00=~x&1hhIkt zJ`sA=mQYoeK9lfh+GswFrvozXaSL1IIauJ7-7zFtSm-L*uPr}G$nPe<=2d19;!O11+=r1(g{*i;Au* zLus&Uxjfz7lBGi5$ONWc9l$nL{@X=gW8Di5T}GFa^|K7~4Ox#p^$80OH7!V=C=kLi z?3BukCBu|qXB`tNJhyu0t;O+Rr+A~qu7#%WOM7GTft88)fOG`1bVlt=yz%>d!rteI{u80L^lVp6*p-xQm~q+M zqs7`fvPBI2GJ8(LZwumKMA8ny^^0wBEd(HotE&vDhuu7HlVJ0?AG6_3RF0mob~7(_ z0b_V<<3nWXfbs|0(#U6HEqUvGj<#4>99wAGHE;umy{YeWJIDN;GFRZkEaEuO-Gn6X z-TmX|a~Scs3oj;KS(KYN56sT=$Cp+xc=9ewC!&|`l##0y2jg3mB z-;4Nx8(!TY(H0uznBc)=YGI#xWae1Ny6W9)vd;e0F+gNo$mfdGHs(e+kI1#w`)+d4 z|2VHA35>dD1^1~NE|dC#$kv!! z_&GEu94oc!Rut=%pugUFIP7FUN!Z{#LPewvk-L2&n`7#=D|r=HKS+8reDa;ohUYt3 zC|dPhmFTmBVT<`yvWdyjZ-aKF9N(Qiv)fGkQ`<^=DMmkMnYE2e)@17aT-Q8Ueg7JA ztnFM&<1CDpS@qHABB3%SqQ@6AVLxXsxig*Ay2*6UUe<93%BJKAJ2Nrc*+z?HbA6m0 zih2cY-%aP+9`2iUENB$27n3$B#RJq;CG@0Or=#?oY*BUux~vAaL;ZUJC=`4Y5nSO( zOahow<(FXSv)9;_cQ|2epk{}TpbL8I1|Bhj;<{D3OzD)pwpB%7zN#);Y_B~xY)61_ zkRd)%D4C=zoouN5n0!W<``&uE{%+l3`|kK;`NZ^ha-y3oN$@lyOn>Xj&yD);&MU4) zyOM;Y{gmYCPQi68wVaQZ_5zgl`snT<0x`q}ZjOEwa$b52PH zD1FbkY)~NK@KcuiCT=6};aH;KXGGIbtZ)fMIfI%AlcSrVF{b;T3XY5Ni*)N;7rk4m zjP*p1+~QkiuZ9*%V|6BKpLcbJn1vOkKI|RY$Qv+VZ`{<%TThS1*=Oo|YeU#!a-5m` zM;bIgg#sJ4sOYY^AAxmm|0kwOk`DAsECY7Q{2(^eDIp;MaXr0*iB=50X^@52RD(PN zG^i@R#6>OwYSDV6>}Ol}_vsLH%YztPk)~hsDdH>o#ek@uXo<)RmG-kYVQd)5E-~tD z3`)Ijn{D-bnoA(NoSGWY??yDtL5?#}h7#O)|Bnu$+c(cw#;tCb?A&4BO480eI9D|m znEdih>2(Tu;?WJEm)<9%G+NZ zN1chz4{{6NM5{-w?TxgqJtePCJT?=%UIbyB+`!g&{IHMwq1Ydqz^LH9ftOqNJwbex zgjF&r)g(XCE`7pqO{Ym?x%9+!@`&!XnfUtd>E8H^Fv@g}a=7~Hh^7y#BIuLnv!L0A zREmqJA2;}oC?f{EO>R-|26{Mb<^jLGkjP!Ovl(GW=_^}BxfO4a8Y0qkxbbjJ#GMGN z*gE0F1x`bBXhc^sV^X3YRk0SzJN&p-vw?WLJs@o?-6UCo5GC8kcboJS^sgU%86((~ zguZ{#uP7sF#H|y7MUE(E{Ya;aeEmJ2j?+aNhJFv$$y90%TRrKFN`82Q28v&^QLFJJgtFk1RhJDfk8|?LazJkooPIBZ>xGEVHsJv7H`HH7cp9*ej z0H03FWAo@|DxHx!3BK&zt}pHFj`DaxeUNh zTcK7aw7q|@9|10*^qpa94+y9Yu7LoN(bJ`TisFJBuoBVH!dNMgv3Y|WCd;I((s~qrP+5^PS^4hr-KT27EEUN_P512MaGKZJnnJWVEe4sJw1O&mqwcsx8myMdh z4Wj?xY}}~lvZeZp6~O zH&)cY)9Qf5C$D)IKW~N*fnUA_1*$T5jnw9k$;)rHy61;8IQ9by(+D zWnlDs!{6TBr;kxIB~-vP5Bu(Ulv);Y!{D%+*EyUQ0EoFUGy|dd1&p+dvQak?x{uZN zkP#o6*P;V)H$BWUG*dTViBR1eo!fyEeT{j%Yw9Tw;NqgtI(&D=$S^&;L5T6v&Btr8 zwIIkB$BESb)oB*r7G1G0T!TI+q$JId;@k=utwnl_#x$P?k?lI%r0r*FtJFsO;JCrY zKIbgFZ`!+K;*^%pyJ*i!ifkGpGGPbtorqZ3s-6)OMY;Y5B?+yqi;XOs;tlwcg@C61Y5)4V;gs`!orWwNu@ zWd~zBceicHcTn8x7=}G8Ynd+nJ8XywlIjlK3zyZKm&r+BMgElFWjj#;A!G-wFI2;i zkKKyAHr;!Vq%I)!TMygLMGK3eR-q{unDEKq@QZ#O3k$UxP3>o_e|?mCc!IPmo|9X$ zPFw9aCLJYfebvaFZpl3puYU6G+>#8|`Uh>b&R^mo-}on;y>@B$VEEiA$=494P+H?Z zwL(qb3c5M3>Vcakz#O+wP@3RBX zWRveQhP2e6ub{-^Yb#@uC)360hLD5e!G`JIX|8wx6Q|U`L$0k=+4z-XCvKaat|7CzBhJU;*^y* zgK1ZbPw7i$JWOa)JU(ir5#=Wu!ef#@< z4*Ns&(Ct?OYx@2TsHoY6vSBgt0-n%#Y+D7vUONHJ0WOSEF?%#q+3wuA6B4hFfx`4nQFHWNWI_^q+qc%=AX`i<}9~O5L25r#D@jlE72(L}! zXSinwq(m5}Fm}A(Yxw(sS>seabp-o!<4b3`u(;=H(B2k*DpYqz#r=x9UTFuZ!L>c7 zIhus1MCl_DcaHFmiHo8}e99H?=?|xje-lA1>mYW?KpA*#8k~TZCtgve=0O>kiVK21 z(Hd^6i{=8F+6qFKDy>>JcD*I_+i>%yNndhW7ZWqC>lPYC1N7UOpr9>kob#1SU&E!! z)yA9b{HS`%WyLG_<gHx^fZII1 zyh803$2M7^vX}k7rUzt+BC=ayg#fnRP>|}QN<8v4l}kOAfS$Z3Rn8en`1)UHrzr|N z0f=yj9R@Xq=xHZ#Tmaayf#4`Sv>^Icr4Om>`F~~H4+N_MeXM4?*ISRwcPFZ9MpX-P zCw%X}0Ys`^R*ZViYX^JLx$fodL@0 z-&J~ea5TUp49bfm0b&0=lAsHgpl~=Z(r~$rVa3nzf8PoiV;rU3>+Ob>D{a#s*Bqo_ z9wfb_<9xwgeR~IW^CQ>b=SSU&ns?KLtkgeYl&u^sIlFADwmg!a=9G{o_?gBq%X3Uf zVx6Gfiihg5#H5qjzP%ST9vNhs(5%s)8#hTHHZ7`6L4wb>Ex=N@PD?(W3;c=H%MW0< z7Ua99lTHxJBmTPq_1Op8eX=Vt74L%4?+h60gdCuaXJ~`<=u7TfF_i-S;Bfh=E!W}* z>vxEX*}rJ253#Qge~-qzi-Dp{jIFdvImzQvTZ{{h$qR{TfhwKceYH7{dnDUW*B<;< z2LdP(E^r$#6xN{e5e2Er?Spl@jeHv|HRdB4BXO9LYT&5;L@%GXWNxHL7YK0UlHtbe z$+K9E?5G5^BXQn>r;a^n7QrJ5r6(v9v1>Uru-dFnYsKW zBQtK*@yTyh;s?O13~vOq*`XSVMRhX;dl4N8t{zp3eJfi9ftb92r#SeL_LowQ3jX5sZi{e@|Yu ze%7Ix_X{)kt5iwK)c^{>v-FeRP%Hl2RTsPJGLq|2g6-7q-UW6OS7o-9RYWs59Ehkf z?o+;@d7*FWNJr02w%xi8tI5N@q)6eH+J;#ZV!W$z;{HBLmDTCTfDv(w!(H^`<+0Oq z!DPN4Qe=&g>qQCyG&WV=%liA71cTgu5k9X>aOH6S{A=4$H^@a998#WpyT8-`qh3G| zG=K1>)WnZ1*y6_T(QbxQeXFJfhF(PWMoF!KI0-`LpUc>kjQg@uCCMGyF;=am?} zPVbL9yx@hYK_j7wVGz+onagblDOO_)5NieSfpRNcZd76QV1d{D~9f3 zzGjDB@5DQj&0L)iWh2GNnC`_`%^9M!jemfqO?|c~%HiI3@`+v^RaEP5?2)Rh-m0Z-N8R!=o zvQFS>^CEUNK;ur__tx13w!=#RQ!+$tU&q_m$5R)fuJt_SY^0l$=Uyhfe(8Wo_HSVue4D|Qy<|x-!Xwg$w=eg*^&tjcW&dz*1K* zc)R7C(SF??bY*N?sZO|f=KsTn2+1XstoEdyBt|7>&?#%U^-p#AnZAy<# zh`gKqR&H6@X5?AVd&8UX+s&=UcK*tQ>u&EcMLYtjIdpG^j{)oN8@cdG;AykU+(H&@ zZ6nu0odD(`lD zDY>HflLLuA=us{!A9J8kTNuAZZ1VqvyxF-`nt!40kw%@Q`+K&T?dP2AX6h z(9SPKhuc3`7p@7j8KImaU{Bx+)A)ZGYc(P3rJE?pl1?3peZg3T*+l9{R6Da5o58k4 zHAMaiN~TML{}BT=S67j&7&p%24NTaro|64#EfN}Q7cPN_Ma>ZTKOHs=)WNM%<;{2NPyF96+&@2l zUuXGeLakf#U~7lj|9upsZ69I(e!Voy92w-O%bOA_t6q<7gJ9urCY;3t8n#<~crZB3p}M|ED8#J_{`D6R;a$7W{3! zLDn@6Q72nJcVXf)!{$3B=T5f3bbkxq<=|T{KV!Wmo3FCZpBz8^G}kMy2XQcS#?;Ua zm=&pt$yG<`6$%jsSXeab=y_Gy5l%j`r~69eM-EhRC3nu)=ooR6G~7W1vdgZ@)}ySm zfv7)l8d<)&{)Vja_~%;KNxy)b-QUn9k&j?Dv!n=5JgF1m%8Ng04xWCqqza=CUmK$R zfEkS2&E2Vh%a<_d(iAc*>ct#8rKaJ3@p?c7#9Yw5SLftu$}hsicOA5XT8tDh0=)K& zJ~Sl!V%XK7(b-83!2p>g&-OR_xy5A3KMKy=&a{%xr)iA3)pZlIKgc?)*ZamP*R;nc z@0byMY||xmB4u-Cg~{%914n7iK`F}n%Bj2RYB3*_XYmEtuzWR~pCPNv)8;l>9LKRX z$v>l;ad!6kag@QNDKFld}eY~izkWXM?c)qgKhbs@~=3oSwgYs+n5WOuq5k%u?)xsA*VtJ`x(4%q#2FV;tt?9<_``6ZqJ~K*RG4r@RZ80=ggHLet3IG#Xu@aOf z?*1=~OT*megnTdi$VA~usMYM<3?R`A=jMUcsJ_tu1ypPl9$ zvP%}2(`=3Bqc9sXZZ|O~F`xSl!$Koy@(3NgfJe%=@%_Z^=BdY=>gJVqC9?MfZ5>i+1Y5xe3iJ70whLD(K>jg&u<&NA}^P)+)PuQiAsS41A}Vv4LyA9 zQ!7BhBvh^BNEu?9%e%F@L{#uRNI$KhjLCfek0;GqvBgKznmbo#aG)1eX${s=+YZ{` zpy-%W*T^TATF}(jac!lWy5gD-R1Bsz=CjleR<>^0Y?Cl-B76O}RRPI-gL*ruAN^zR z2ycw^tu@0vsaYzwm|ze44Lnmc->UG8$YN&v%ZodC=Ehd7-`|)b!li~d60wdfB{Lq&SJ4t%KV}fLfElP`% z?*tLt6^dJXZ=y1CPG9FL=g!)0a+ID3(xiQI4fuMq?FUTZ#pa7dPF>bRKI1fd zqkQp=PXL8c!Aqi$LjxDA{Ag`s(4DYp-N+gn}=b+(+}W z694$yxbjwSu#g^$;)N>zY%cGT-GjDA@E^SbI%t(_0w z>zOvW0_Ejz(@CD^%ZHszO%pK{_RoBX!QHW>8@>D4cBS&KC)`V6*^aqqx8M88juT|Y z{tmTjSEGMj_`QKXoWL~2kHEGM+C~kwHqn#mx0)9|^46o;V~^h>JKeS#Z_ywG9Nix( zF1Z0;$6klu5WWhvsXHr)a<$*ML~!d>bM@o0+RUs8^4P6Op2-gKp41@44;b}}&3?q* zM&8b>P*BiePWs|OORe#cBk>Qzo5nJu&3-Bo5r*6*r?>Z_5ixDo%xXch%pZ>JLh_4R zA`jb_dWV_2@ZkqHClHN#vsznia5625sd#+9KsUd=N#kwiP!j$At+se-fqy(5oem3cwTkm9ewY63#0{yhK_Y%R zW$DbJa>?<5gfRLIskk|ItFaBCL3Rhyg=&eB9}HQVUnd`0S#wo3c2Z2z%$MtdbeH&Y zvPI^>KDzBWP3usz%!bpGrRm{K5mn;B4{B-iX)BveU(PO!Mv>=o`CNFdu>R6(s+PEl zxxr$@-U2Un&exr^UIQ1IQrgS6h8OY-|0X z(AIEHvnBV*i`+{hi!OL+VDjtamN9>)`OW?=B7XGdV(*Z)c){$tJ9e}wz3cyj&gf7otTd_11i@E^N_ zso(!2jCsY1xcki@g?ZVJblU?yNBP9u;C0nl-tvyf6@PAg`~T}mzr@e2ZVsYhv=jc> zY|rmo6p@XKBtQ+P>Mu`#@A@Ozx94%S_aQ_`$n(!e^UCVKTZ*{Bx;y$E$lCszk6Kb% zAAr2ww-Stvmz^{5ZnF=~)70}Uxq@_#sJxi*paOm&uP$xOk>>a;1Jf10`v40hjI8XX zlQ!lcBYmtKhyfd#eTg5M1sMN0={-#THYcKq`)DUVhMtkn>Hw|OKqg$pxzK2SgwkxH zFP=*e*5>W$jjcK6aS*7%GGH9zc}&-p@cVjWgE31GVIpU)T^(tQ%fauW_O2ZsqJBk zXOQ(RMKJqqRUhNcix3}XK#Ee?1nFoAt9JuxNZn&DBoO5StlqDaP7$-VQNRn-dJrcL z+L&Dzo1JBtl*D(JJ%q*@9{c5io=@#rq7T={Fr5sNOYB?dc6XjaoOv3%PhAi&GF%Y33M{S)32K z9_!LP{G#~#jT4ntKr)hDVT-+AVc#7;biW_{^6zPiWe~7OZ07!vU)9@$*9@rjBO08q zY_*9ho?|zYP=CRS4q~@G67K1p9YvOcB5fDo8%K-h29OMk_!A_sdUwp53Ux=h6r7($ z1ulp5!o46yql`R=#O@bT0$+Yt}+Cj8D(SqnzA?R|4U zJ8SkqIOl^pBpMAw54sn5MiAsUL<S=5(XTIH;*Jp`1eovU^mA53CEXDXU1YtB`ITQW0?Z@Wvc|xNtrck98 zt8#H2k+??{=(Ey|l!If$&PDOL2|pfGNn(XQ^yr{4e&T)NgECCB$Oi5gYUe|D*K#-#uv;T$wS>C*$kxe%7a5W z6)g}M{A78zY5K#VrQjPJ8+8q3r+2# z*L?;5oWY*y`F^e?=P6$?&H~SP?Y1F zupQ<5X9^dd94V7!oTtT)d47Jxe9=yEy2$am{uyNrk71vMqDQ~6JqrtowYHU9(m;c{ zEyvuOSRSf*n6+sm%A1(?c&;V-0v?Gej;&%2cki?xoHib*4FxWngOaLJ}=f^96VB zuAU{VmusV?K=x`pzd`b%E?`H_jLlp4{?16@K8VuVMyGWgmGwQe5{Gr_kl<{vK-_5j zGvdEz(ldLJK`z4$sTEM(C;K{{F#*Jd4fj19(#bblnz6yxCk`!Lo8Eg}bRQXF1Tn857==;&*{pf|w3O9*W1Ux9xv9!F&CJ;nLwF zVOt-0Dk<^0Jz-z_fG;tlkd;o|HO&w1jG8OZ5;oaVFM!Uhe<9t~Y*hOL()BbqX%Lyq zBPl4RUB3v9a$Z|g2ynO47FpN$gE{V6*kLEp?M;2W8vL^>H84d%a`)%IacWU1UoZv> zzl>!9de!C7FJyGnyZ?u^GY?BT?f-qx(=#>Iluz}Psi{+Hwz#CG=00ua?v%MJRBkDt znc@PX)9N&)7Uq_MmHUDy3T~j4rICu63IQsW3o0%t0tqhXX3jbPocjH)>vvt}-?`>; zP`~5%bKjr$`}Gp#PCM|u87VIQhQF30$7W$jopsmS>j&7Cy3J4{T&-4w449=(?$OcK z*jlfuntm`unP^~mhM==kv{7>)~3pyJ7`-$ zQ&`t^x;4+c;8@(=6N0)0_3fD742cg^A4RFr5-Uu1thKZ@ClF~8R`=?FGV`n{A^yl*+F&SwxOrjQjcGP(UNRjvkKQ?MfQ$6< zn{V1<0D2pSetAqpQ;{S9sNvC5heK@M`Q8?}e?*Nw+vJ}W3t8`f%Aa`qPb-%TrNfUI z)1su1R7$emkpf+IaOvDWWd(>UOO*8cL~ef-a_-MYrt|8kc}F~}EKf_=${iEwp4VLB z}IZ z^0sbxk<5kwh%g32vjRk03sLUOx-qtnJ>!yO5^MIzuJNVgcZ14?r?eSkeMum$fh~E> zk1zjj^7*%qczx|uq~9N4Q2=g%w*8f)M0^e+O&vSc{6U=|~H z^s5n|8{0y~gYU<5B(Bi8zaH##>;%J)2ZeJ~x z*}%JffL`S0(UlZ=;t+eg@vv6Pc^@sI=D}u#N;iK^+1Wm2dPgj7w8|6eH-xQLaB6$> zLHf*)=mE0rNU#Pw{3zZgu%UwdGS{{D^R`rsroi{27F*FX2>^(tJrCg*j>cK00}i-F zZ&OL9Ry*x$ye%E2JqW`DRc7H(r7m_MqK{x#(pi0^1+eIYB9T75f)`-1x2Y3c9Od=R z=Ezh0qbVK^Vq)_tY%vLi%fAFpxV(tmqwFH=8|}3DgW1vgClIplAJ@N#}c>?5uPW9CLt=9!p z14mn053wa^D;@UJxJJyrNAK^w-IEz{M+(;?5=@d_&0@iYG^+Yw2~t{rkT_c>z!>&U z1=WED@h0wZ2)f;=Vb-j4drV3Hrj{T;jc3d*jbLUaToa?ZpL%GTDqclhT>WPv&b=?= zH>X-)Aj-c<)6|ht;mu`s39}uUTAah)yduc%aYn?+-YT`jY<{zi2K#`$f9EjrrA>aH zX|+Hnl0q;k?2L`O$gKce!nQGfXi}FGcUMaQ{Q2tIQwQ@(kl{DA3W<$BMXGj@>B21n z1AH2^W{e+IGDEY6EEeY(`7My_B4^fTd)xZU5k1o(^A-Jq^25_)mD`KBalY8Cr~A-2 z%wv9!XXoY}o&SUA7KsWcxpcGFxnNh!O{fs`2UQ|heeb$}fp zYS&c34*klmLe1We7Zrr~3(~lD(3tAHhKroEqxZvC&?Qp{LxbLN{)A}WC|fRN@I#+{~wAvFB_ zD4gXgpeTtfy2@`|UNX@Y6zKbFdmpWo)UbPAw({yN5&QwO(R4`5*p%&XW4HlA79SkJ zN*tgiuU#O4kK>sN7(4H#DiJ;ZB9?0WHS#zf4}TwER_)jMZ&{}ZVqDv`6)ejDaTtP2 zQy>giuYS0Vg2~>sR7Y`-PnD@f5plw>!tnD0<&K~o;K+~a(6eHBq(7YT9UsZb2V?e{ zY0>RbYkus98*{0Zl#`NAH{&_BOVaZYnnCUL`+=Sar6cUv=4(82wJn~kVYA;0l*XE? z)6Dqq$?Aaf{- zoV7^4(yJ~JXLEcandv;fWq92s-p4h~zIuD2UIk{tH4BVzDiw$9Vw~<%UV=t%b-+$5 z1tq>zxqv7+kZw9>+)=Kbrb;?~oOXb~!p3%k83FMmV3@B}VOfH_6Wi9>DD>m^H)A27 zEYt)4uqM{tdK>XN)n)y?ih4Zx-2CRC3p9RsWJh%vE>c>v+JG&ixYJrW1oBJts}P51 zzhR5;1-r&bj&ewwVaYfWR+$#*`JX!iUrFS<*BYYRS}kQKKB~t(_Yusyp{A@}p%a5k zf*36m6N3UP$sa|KWc|TwIHNKF2!- zs0p*)#XPc}S$W*EKm}%~MOBM%_8G7G7i;|{Oir2&YIO}{-__%gbF6pJtg3=K)eEKS zwLQ9miUXrog`Q2UFUqBuF;O9C72Up+$&7S}cu+`ZQ#zIFe{p@s5*DB_xw*i((X0ol z8XrWP6q;4? zgZ(SB?&~oqV~HU!FTVl_dX@@>ujK?nXBMl3?CY4JVn!T9f!~6__ieGlD}=LZ1@kP4 zf>W0OLs|^CgXvp)4l9nu_ zTK9|{aAe6<$T0wuO5>+k1qTD40J*Zd`CUhvDs0={$=f-{#RJygPhT^7kU6%ay#G0u za=6y3TP}o=uHmx~gXfzA5gK>!ttL zxT6NpNqxusBN{^Lyye|kf7Dd51sUJbVf(kT83dfRjRD!jy&bAyfC>2sI^|7)=gKod zl)(FI=P0x*1^@5JnsDOWH%aUIh8aun@wNd>A{)fSgV2-Dk^#TAj#C{3H@t_>uDtUCu(i{X9G&zU5xCCF6Hy>^hly!=5Rlaa}Scu=pNZ5C8-3rqqIfLW0Aiu`mAfA-)Nc?``;Hd6;UFU+hq zFiXaO-{y?_4+hrv5c$9w3BW&`=jT#pe+UNn(tl4#a8=ZL5UsN`^(cz;jnF|3O*!vG#cS?ff>5i(;5{ z$_*5f{3O7{m8(GvAIhuY0ChSNYlXh?-4n23181AQWJXI)$8pr$1GYqc_UjR z-ICPay9!#?WT!*@CYXub5YC@FHAW;x%gf8+;rT?x>HZIO(ixpF}5>g0JF z&S$az^_M>Z!9p8l3Xo_yAWyc|TEKSu(a!@9eje(v;Cb6r(g4aLKmk54%azTy+5B%3 zu@6frB>xJSx)J@r83CR_CXK%$XVj7@6pFJe&U|pwj{S}8qO*k;T0Y&{_D?wgNb=wQ zw^&V4A#~7s9*J5zm$H|Q)pF#>k+JX(MfT5_nHCYCfSwF=f>!+A)ui+4nCLQ5POd6) z;KI$R&FTqXt@y(~IEQ477swP|=zSi?V}?MdTTAevxC_m&i5Q{2SOVfh9esWMB`HAg zuC#Wc+twAucU6q!vPWOTTzDR&Asi>yaSx!Z-(tS!h+P9|fx2`wfGlt92PdPtvj-RO zLcruYe%$KD*jtIed-S%A1-w*_`hGO6O?+Y0PPIX{PgLIqeqWgKSa)!|LB87$P3JCi{_lOp%#bztdwb3q@{X-P6_*!UasHhR zznBP^H@& z=km0CA5}b_`2*_?@Z-AMow8pyyt6Ege!_>_KhjL{Noovi*dFIVqAxesiwMRH^S`vF zGFZQ|hbHE*IKQG!Bi6Su^g5Q+;(w|6z(7LY2T+GjpK4Ot$2-K%s?X{Lm>)pp&IO?d~+&^-_9sSs>XV#|0hSyeYv7L<3Z6GM4mQo z5OM55n3<9?%e*uMNY1-_v)@n z^7@&Qb9HbB(vUeYpRKqgT4=NWXk@Bv^Qm_kQq}&C$?SD}a7dert~hb^_XbJE8&pqx zXL$5M4R&*VIJXH0eGJb_9FUGb&M;W648l*>XC=2qfP8wmJ>oX7;Dx!l-4867UwaUk z&Pv0=eI2^&bNg-g`IgBHntzRpm{#W<6s`mcw_sH-0%Jn5z}8U=;HX$a#31ZdOWP8X zBtBvCY)|*c*J)k#x$Hl0Awjg$Ooa5xuCn=^#9NB9zNU-J5Cx?bp%(77)gU`=3!u$8ptEWM(qwWbAQu!dvs@7oG-f$jbv-)QA zpZx`vbEw=-i{vX9#ONvPYBe8DKPs%p)UrdNP_s`^psR=FjRq{gH0O`+CEQWadykgZ zG(r@5O{Q}CcK+m}K5|~2d;dptKV{4pVguSw2K;KP zINcG~JfJhQZ#u+L)apHc>CBl?j#}KY;?dUgd&d&J06#x!Vt<#@pMs%oqAArnho|;S zY(CW>wPw_=i5f7qAnm)730SA`;MAAyJej!1HfCr`W!L2DMEM2I$k*uJ%B=1d^_UxT z`o;!?^;U!Fh2I6LV@r=JjF!#%rDh-=O1mT*%XG17C~=omzG1U8EOZ~v%spAa;@nGS zU+!_{r~&k82!E!t{-A2Z`m{hjdq$<5I$DWn<9UiQsw`dSwa)F7-&^KH$LRG$Zn26P z&ERYv#_j;z&)#~o!r949e0&s?j88t+Jl*(ZBl3*AeZ64n8hK*qMXYysr9~`aS@=Y> z-}+)HMi7xDu!?ndYzh?kkagXsFKI!J6@fZT7@+R-65>Xd$Es6ofll$sdl?MjAy{^e z?xWl>9T^jy@@&Ym_t?8VZL<@Db?nPAa8WfwL2P!6acRoxS?-ZyQtmwn=R!SPAI;=m zBxt+LTAnAhA@G{=o|nb()$25Co0b^*C3>*>_0qtmQD$&34-)%0&}M!)CvbTu*y{7D z?$Z}>qGfv~>rO{>vxNCZ5cAi|X&sM#LgnwJOn!XQ00kLgOs*{9GHBq)Zr<(E;;JT9 zFk$_&R*)iYCPI?>g=D0Kn(t9$ht;bm{Z%ZxT%bb?xGC^K(n7La{04#=au+gqa8OmW{`C&iR|P?;gYo}xh^dm6VQH^Zaq8X zXt`Fmww@smA+k>VM8h34YZs@t`97O1$$k>M%09P`oV(7{ z7cnIH^3(AP|Mjorvcp5SlO<1VG9A35qUyAw z)K+HaP}JTry*e6mPfS4!6Cm+pr01S#Io9v~zDQwBmCt97>47r<+fOlut;w>T9UL8J z0hMuhhfSXBpi^SvTN~VZ($=j@M7@DQkis9w%e$z^D)yC(&XFq z{~kVSV($m?);7NZ4Utrd;N!KDpNN$3N z@bHn(hTH(~g+>I5@jpDZ)i=lk33p<-hz2$gwe5NflwJuf;52kbzp%0KT~D0|NVvj&nN0Ss__sNwxIsY90TiJh7Bmv# zk%uPn%G&ozI(&`(P2M2 z^r(PCPcg7&1fEw#J_dbwa*&4YgBpN@dJUfM*!U(usomxTdedBh4L&0W*A^u4#%a8D z^yj;Zr->nqd^6_I(2&V+;duo)$Ei$|@bJGn-{{xh7rSJ8J2UvgG>pq&Of>Yk^f^VClMlkz1!7`2q?Bes(@r%2jE5}2ss6}=7?L#%-1Mz zzD)i*!mADro^mapB!3;a4I8LbDh1jX4^G_(&_Or3{^^Cp-xVB<^1_>sJd`6%!K4qi zAgZB(&mBl#uGNAf_2(>8gQRnprHm&VgYfdr=Vr|?EsI)K0$pwR^0lmo{xeDP`!zTbj&&>M`Xq!hH}0q>6zP4w8*^5PP5LXhXl z?{4A`29vOGi=e0m?OWpC8shvrwce?CbV9n)h+ifGU7LuZO*Upj{wFl`R*iL2R z{(~a&izR1nOP6KF)~w_qb7U-z89BPhvNJJxr0*ShsqVtUb(y>P-KLBH@Tf8)9yI2DASKT}c{97=GaEkZLtM5zK0sc+wUO>J{!#inzV<3irKo4 zXZ~{DEvg$9;cG1SSjKGp;^PTmbvgQ>eXyd_5zv-mU!5UjVK^BF(>F9NY9K1M|~}JNK4PdDxC^$q!5tz5HP0f^C-DcGv(aU z{=H{Kjf$O19KR1k&ZJR?TZp=qKRtG7UjjXH%ja#0@z-8%rB@Tw4zS+@RcdYPf<@ic z-M!66d1HV3sL%P=2RR;K05Y4wd#Z-vnr5-Mg*-L=0d#4_dOS=kuT{v{TnrPq6G2h<$YV{20zbZ+YqdkdrS#Y!Pb_r=r@r zcT;#0ct8@}kaC)I$|bMei0D1Pv)H9&z%7$0oEAAo-JNR5%^mhGl}z`iz%;vNx8>#* zlbRJ&^3h3>u|xE&ID=HzOe$ENrTZRZS4&?h>k5+QR-YS{9*vcman!vALBHec9r4bs zQJjhPQI4VytKv+1W&h`nlO`qP;otL^tx_C$H}IT~!M`GxxH%s48NT?SKhcM#)dfzjwa5sGK- zZo(Whs&gnUkOc;OjqeC>FATyLh!QT5?3eSjDv^H)?lBDk!AqPUIMOIJFHNO3p6mS7 zF$S~IzVb3PzQTL`SFS6{QkM-PCHCkHK@$0@gtHtN05*)c>Ws~ z6O~8SzkcaingT6z`e-gI#4ZG>F4Yo^ECr`9Rky+F)qLD5I;U!GT^_zPX?bj=eUht* zCb<-Fz3CqJTRHK?41Qy&OZtL#3b|*TJ@(jhe$7YuDwQozcRKcA93-_2pu~u&)X4Z% z-FbEnf67*Ox5j8w&{Y<9??ymxOx`mkOeQeAJ_3#>{>t8JtH;szZdLY6*-xBm9yl|2 zqDZocVRiL%tF=Bzj6R4$ppa?&wI>@jg;JtqAah(3W%WyUf8v1W(P*8bj!?c!Oh+is zZpy%>lBGkZMppCzpN6GdjWfyfMu)!M^^T%6r4}bcqMsz26cOWJz}Eu0`x`XI)a^8f zJ1UYE8ig1*;uTlDnj%X4l*_$%fW0LioahlqBBpO=?@Jox)BCu_NUh!%jakJt0e)9x zK_hiDL;Qv11B|*{?^L6E`^1*}FBAnhA1P(n2a(r=j5e?x3gequ4DFa#x}Kh+)>TYs zCboZRR*k~7zWJ4pwK&OxX(Yo;Z8%T2E#b!}67?td@Yw=4q;zI>x0ckZq+X^|hv6c~gi|I)#?LZ^8<3o!a%{}M|Reh`1Jo#L*>J%T}giBbYBl-b-=5I>ob=jJf)yDa2 z&oNGkOe6?V2ZmOj#OTM<2T&}{XobOGvvL~$PutdHtQ%eL-pv5zEP1EKl77H^8h{^i z0ihf)>VXqW4jD)A=GKjiK|CSb@5X&y2(?jH<>d9J{&Ao0g4r6Y>Cg~(_Bj*_g{j~~U=C$Q+rIa2C z(>H=GX_Z*XuZ1@jw1Ih9SBs0!yzBsx6)pN6^$-?JR92T*o6X1hJWhU#cfhhgUdy~ z7-@e21umXtX+SX|cZ-#;?F16(gWRYk-%bFadHw2oY=Wo~Drf)bE{Xksia<_)M}smq zK!|40Kd!Izu73n3F2svJ{sCew@>vMf!WF;y0a(s3lI5S3tyrD&<9SShIwaf~1Fp<{ zz}S?c*Zfwl*;)h>FL$CRZ@4!B=%?%DASJNBdG+cv8VG!6>ib>lKzxOy8v(3T;BvaD zV2an)CI=A7Wz9Gr7M}B?<;TBgC%6CB3GV#sX2ANR!8J+Rzc;;;7u5;&W{=RC`Jl4yDm*1+1GYC9WMAj=2Tqk=klK4^l0 zg9%u~hG=tye{*!L{0V=3e>YEZH=l<1!H6ESSzq$hxzq(Gw{7z@1j@ixpto+=%lP<% zhqzr|Ze0LKtdGWhKgy7A_*D4UkF(>u0NiTj>zS8;!uK8aZiq__#C-AH*bj5V1>qqJN9lk2Aw#Pmq}$s(9869?G;>QqZ2Rv%`d!`a z*i^g!-19lVPp<8v+xd~AO*Fi9UZJ0(Ik&QG>GwJ_usxynjwT1n`Nmbg6i>UD@KW7p z6M4QMJrwm0`m+-&xPC?-F{K>F4f_DzB~IbknQX`OteIzh4Gt77LT5O_NAMY9K!Ey^ zP|no%`>Kdprk?LC3%4=tm{zWW`tqMpswm{^%cV}QfkD}_tsJO9wQ!ywfU>W}t<7BqNU-X}WraPMaNlzX?cBc=dZgsM0Ks@Y@ipy@$v}ox+P2UPQmsFEiBL_1FZ|$SZ zad#^l>S961%WA*vM?r^R+b@64qj*N=UrQsYtzVCZsJ8SsFpw+HN3~jl zzWQUwv!aaJTBRb&XDp_)>x=)8Id4^jiokmmA?j$ktn^lbN9SgSp7#Ov-qJL>?rw;` z`{a;}Dn--WCQv7X7`~lam97tGfD<(fo|rPXKGU&=#XYK9S1`Tik7}Pjqh$e9T&oOS z%sHUu_Q?Xl&y(*sdqaLX^eo_bKt`pOAh#6JmMo}OGcP~c*fV0l+Z{YvUVDVIKYIRi zrH{xQ-YY|*(~r3qBja%a%~XFt${W4Zl`p#(c#_@sHuWYtpPP`!WW zg+qIEvf+>@S6uHDpZeLa9fZ;Hk=M|Z3(}o8r$Eoa(A71>N$ecLeV1>*zGUJ`ve5&* z3GI%d1EB8UvxBy}$jRS0`f}CI!u4YeU%JY?x2h#O7fVRCLZg!oXL~Xgi=)*$4&}eA z$Bn1my`$Q)1tw)4z>;GvdMooPjZnRG-GT;Y7<=96e%jr*RV+4VWMzjwv-Nk&=X~;k z!qLN+eALxSBi^dH#o6LaPdk`i36`*5*Wg-rA^o%orB)b>ef?m z{7ZTL99~sS2Tfa1XNyyT^bU`ca>Q-UOowfj`j(NT&-&9VZ+;b`7G#<1ck~nuJ6{RSaLQD(`2- zQ^g%4C+^LN27xgt3qB7rPZW#Z0_$rK3xI!`V;D%L^H=iC`NpL-Q2^%~xb31j1C-BOA`$*$F_A#(qFC-B2sX6^gT;Q`4 zK5(qg=x#ZGhvtcXWewZHEmbh`=pPy7jtH@fWfbA7G$mbR8XXW+6p~e8oZZxz(9jcp zEoKc5$gwK$Sm`Q6X>H_5D0VgAMF#e6d@FlobtIP8rl{+{ex$x0VIz{iv@R6d#;b1> z|2Z`OZHI+`o5d?eZw~JpsSFit@{N}Da!Z;LZ(jdq`-8mf`%_E37yjRy#SI&v|2Js+ z>Ia!uP=3Di(YJMYM z+RG!JnP)Wsg6?0XHhsueBiBl>i?j3un3F@^p^)2w+m#46@D(aY*zZd8u&HmM$Jl>> zv#d$UJIxle)V&T_^y!6}ov=rsSnWq@tQ#3xo!mpj#)J2Pt@L%h z3$)n1&Nu{Vk=Psr0BV<7pQ*hM#>2+?WlZQVNWF(K3(W5jqW@0Z%hI19!<_3czW1A>q0VtP_`eFoF2n zLZmvd&ZxWZ9h4=^5ASQLxYh|{2*1`OYgKk#v#Pf&p4~ssS#imJGh26Mz7P#b&6sP% z7_^-e^we&lWxb-jTo3J`tdUzvgRPL`}9$?X(#LL{@2-xl$wVXXy*rFKB}bi}-s zCFIG2umO_QJ*5sF_<`opr?>XpoXRvqKFnozw&)H7y{Y$CPQRv7WL?PrN=Nu8sB_N= z+S|9*w?&FN3N>3A1#VdPi9rVsHNn#k`?Nb;9@G3vXl0fF$@qBD`;s7yQG0ov{7$L# zz6Hy#JCq*|cqZa^C9x3|k&N}1&6VL?od;ksT-?OS8ItoE#b^D&x^P58|7e~z`_I?a zgW6;z)g-%)SE8SK=Zj`jN>#|i?~l25YEg=iswuupjXdhgWjaW0XX!KyKYSO)&S#&r zBW*T$kU1kh5Nq#&>qEN`4@m6AmuYFn>ZA4T`0{@7r++M?lIXqVyF(f#7dO9-rL{#~ z(k7U;qmC5^h5UwxBwvwf)jhc#kWe`4lRe|2-r2(3%#RN^a5Qt!Jl0dNzwUYf3DQz@ zqM~09v}qDZ=ZY~|A8rtMb)e-bF!kqFPuZm66v zhP4Iy8Tz4(;LwBcwga9Y4VG$NiQU^5tt6+KwPh88EhFQ zZYo__C!k1yeGE?PwdNewf)k+cOHlTbl#EWa;HZ`km7i^BK1yA2zHcIipJ-=Zx`uGDg`K(iM_^>BqW{595p63^_BzL9LG7lRBDRVgv-J0B zZu@D)iiHa4{1<(#`AQ0rW&k%pf^b@+l_dpE=+K>r*4S~;kW+fJASSxtAUl3M|@WApYsoq&08bs!5%YMoxqhe{>#%&q^FLK zOwXB2xTj0k*Tx#Pj7t}Q!Kc#k+R)`wtQE71Ut-We94k+ zzZ7wbD6Du2A)1=P#iB&3p9rR$MW66Pwo86CSpzKmZUCwmmYdV{>?dWJq-p0${Q5Nl zvRjnn#Sx;`A|iZ_u@~#ZyKcQcM6Vh(BXYPb?q zfm3Q`wFJn9!W<}jz^x)U^+k2G*iZDv^P5V@>4hx1@l>uElugq4q;`@YO zS8sEYtOyr7^P-MX985GSSQ&33TIP~P%@w1Q1)kq$nlRDt5%l z)`SnN`zIbS&%k6z3s6At;A@*Wm=uS#1zN>h#RwcGit?l8KA=?9+Xi??**^!2@U!hB z^3cd)ihJj)`Z9*hOL!(jg9C9*n{2GIB90D`mFCGt?US;E246m}D!xsIK4c%9%JX^U zv!gUO>dJZ6mx_&8%*2bFf3)$;l4NaKvR4RRCOpxvSI}6N*0svWeXQKQk^&9stRET5 z0WJLlMVLDe`(btL!vP9Nz)eoRN1OECp)6Ez20tvFFo-^zL1hY=Ic5<{?!ld6yWnAE zfywl-N@`+hmxX8lF0;jxZ_M~dZ#S=RKQ)|o&Zi0^^Wfga4x59}Pa?l4#FomUGxNo! zA^ReXb6PXW2FwlPkv9Of@Kfrn#J57B#=W;jAIQUfQcDfvGFEPMcQ{KIW_v)ym6+3qR7%K>Ufr_?eGc1z#$c#FzEAoYc`CQ zZIC7%YE99Ug{5Q_o8CaFGX4s)qG}WQqT>2Ao}%Z}x8dpb*Bd$2J%>Y+cc1YUKZqZ^V9P7&+NaR%*d8JVP1Reci)Bjl?#`dWH(d<9PQ%zg_57P5MI`|))I8ir_0XGuCCTLH%_mZi$+~aZ$YXL zOz3L+8gfdTVj2GD6L3*$GGFHYiowu7OET2jrIxnJ!P=XMI{L1^btM#4G7v25*wcB5`!9FU6Xk#Nn%4fqxXjn zqpd6^=4Gcmau4r0F)?ToEYsvZ?rVAqtBgh$I0_63)NK}HPKNXj!h6ER7uQeFtuMKu z3K+Z`vn$>H2_+X~5lrgUiZYB(+bkLC0ev1_W^GY2A33SdCJIhjUM{R=&6&S99VJ(1ao`c=c<@LuO34YM{DjO>|X8qi1G`Y`ME zh&*ARYO}7*K3Vr44M9)Wc#N(c>#@D9w;4_9>O#bZ4Nv{j3W{QaK2^FMmee*XNO&lh|mr?|%Nn!Fn}9Nw+=!&kVb-`w`^KF_B+7gmPl z*VFs{{i8wUzyD%iC-AfB%{Y2a6r;&;S16QN{>vuK76j`cy;_;_q0UcL=dHPOwJYgX ziXG*E@kNqb09w-`hls7x`f!9@Rs-^wX6_`nFER`*<`f~;*P}!bh^y*y6hp1tG-bbu z1lV(ac7~1z_ld|5(!)pa3#VDIUcqv_hKfX|H&w=^z%NLWV0v2Y#+tb^o-PfNxih0$ z7L`{k1Ea1=6KOxK4jC)WBV!%TvO<5E5*hC+sN!j|)BM^31KOocu}Dx%`|yPIz_l*~ z?$~?I^+K25!7}eN1~6)N;+L6kJLu*@vtiO7Of4ok)Ss0MUi^CpBESu7bU{ed?*qLF z&9N1MeE0CjaDN~rD!-*xTKzjQ@TXDBr9D@l>_I{asM!ba5LhJtnAWjOy|DQ0N^Pz_ ziUY#q9~yV)_CIe{IQBuB=qMBA{Gu>r9CI#HLanC%A|$JNdQQhrcFS5OIH@yCTUx8R z(4Jl;Xg2X$DB&)9I0&@(`M#Oqk7ic>GS#d!;tZJ?SS7nI!PxaW4wFsnynfW`tF2aZ z0wXCW^g?0Zkt>6Pd;XC$JJc_|7#lYBR`e{2fgDG2*XFY%_A#QjnOKCQF)B;j{hG~} z5LxfT8GT!;1G!qt?`JV(7)oI2AQ*MjSi*;f)9V72f(&?wN0)ynuj)V*W>eQ#nOa8i zD$2i?z&*$=Tt$W3-r1p4@SH`TsDk9})UDPFfBf0tvxWp2>=|zJ#hhU#@w%A4tUb+i zWct20g!`|%IdXvY&o?xBN@4HPN7}LA{eSFAJ%I4dDi!&dTa?H$O{Ci&{n3^ zn9cHqV1WZh*IVZ)(!X`m3jgd6clB#be5{1l!U!Gd7z?Do6G z#gs5$;T7EMYocv>DMs7 zk#-dF9_r^tDDC{v%$vSFV>q$b{6X!fp99iD>I|$=R+Zyq^SIwh+bYTP5#*%eApSe& z?6>B;f~TF=yeqs(UAvnVZZ9;nt7li~m5G`QZcOG!O+9Z&9|+3l&)v$}TshKMdcL>k z%@%@;5ScdEHVGuIHx4i3HsivEHnTJPg<-Sp={uaWW_BZecIf)1QUb$=rjtXJj?su; z;SPLK=lP}8*bwr_^*ys4Fr>v=+&4qIOX_s~DHzy@waxX*PFVd!gRJ*vs4wcYCBA8U zXI`pJu@4?RgRr&H-q&}-EwtX*qd-q>pf~PW(yc)IQF5vKWPV4G`-t^wLvsn;Jm8>D zZ>li~>cm|8l)WP?Ntks7)i$udnit1a z_Vp27V(u$9xjsf|H5en>d@T>gl{)=Pl+$fk5(@s9jNIlsid{9bl?$r4A%h~*c?*Bi zPsSr+q>EE$6w@#9^|kDawk=e>%Gr+g;W{mgmW#5t9!iN{AGV5z-36NHqBHZpyc1#N zAT#D*c@eemKEK+Ev8iOx z_l>se!(04Fd7V~A*<*jsb!Oiq>e#P1C!DxjKSHhc;NOEfq-Mh1FV?+rH!rE1^JUzh z5{=EDT(*EF@`bj^WNLVK7|n!rtqs>N4a+m|h_7(1voW4HzfymnnTQ+{`4L^GFi-8s ziSrZWwMeYa2!ic+t(EY_u$=IbaYhjjGqeoDmS+V#S#{#fr(YZx_XFnLSBx}wMALVatjxM{Dd z#>vtGUvn|x#B~0Xr->81xdIKgss5lK-&>Q~9 z*!Ke*+8?erzeN1a9((a)9NPbv+k*e%BH~Wh4}h-uzyCE3AZgk^yz%%i2Z{gwVnL}d z+|)QLnqk&(bT@Y0=9qG}j=PRSj7Lul2nCvtc|$l*4Z(@KQcZ5&eD=(oJKs*6BF)8G z9T&*3t7Gp&vE!-y9T|7a0tZhG?}g>%oyo+Hzq{>c_Y~gvXLRNabXiR^Fv&?4?O-`aPwfReEbEHZ=uBWRKJD zlNeQhsbX=;++%D(E>PDeH*40tBWL#94>j}4>|0gd`$1f+JCA9b>bp%!i*mOu5$_wn zVtc6p0sq~oYr2ZrWMh5Ola!T3kOZ*$)+vRS<$?NP^;j`bQ=)ztXu>`$>uKEGfyLjv^}N_ z)YM_Z@XmYN0&(eh@+s1ua(nRo@s6;mjg+W{*`~838}&66ddztJj3o=4l_8_3=Ae&< z=vhngf*cU;L)|f$wlWQ0wNT`EvY+(WG5`Icd8xRb`N-l1&^I}ShC(mVd`NeCo2v)d z21!B9N6S{7yZ)-5TUWHT45%ufZ?K3MTt}^GXbrBHJ!JA0{t#oDA1u6lZ0AC%x-g+r zJgULZ=Y~Z?TcVmVsXKMo3!W?&1qL`sgP&b5t#VU(59?Q!>_5R_WurPBP4ufVBC^t~ zsdqrlIEDjVzP2jFW{L-i1hhRf)Ue|+;%-hLq0fYFQjA371X-_@)n&%!Rh`1mMXkJ| zKO2Z{A(yna6t)FrHW9pa6-G7Iq|R9)+jWGKm+AGQT4JKts$JWnt=WT<1k=%f5Nb?| zd^B4uYu~W=iG^;m{lZF#>pTy0(^LRx+zTy8r#$0wyBQ=QT$7yLawD1y7+YO2^#FZ{g;;_(HRe}7q&V#w=y zecaEJk-gprM{aEku!3tS&a(!=~_vFKwZJX?t8HrzsR$X1hW;dq2B63~d0d7P&+aRe9PZ~}Au<$5~Vf-(0fziR|$S*179`v=* z=kxJdHs3n-kQltQ__L(Oz6Or}0BL;n87Ymov%h@`)gJSpX&nq04_xH=LWNwD-9}Mii zojnqgV1Z|znVHDme+WkXoNv;YIB(=5d3Z0mzGt=HcGeWp8@g)PRkjO^F6|<77XB!z zGd^7@V0LFm<7?&r#oU`mC4u(+|I;+(Op8v_l$F~wX;x}hrsjfHmX@Zrx!^`6u83xc zJKEHYwzw4Ll51ryDM+HAqC$;@;hGwdBAA(?pppxqAo{zU^F04NclYm{`+J`AJzxIm z9FKNn@wz_C`~7;4SofF76N4|ehG`+*C-isa^OT0Nm~jSudbLgdDX7Eblk&~{H%(CQ z>m@kUZ!m-YLJ+yzk~(XCxWf0r?cI13@q&hDn32^;X^(@B&`7W{fQ=KeninWfXvAP< z11Gh?q%!^EILhNQF2`ry#JSCERr!Hro24aK0FtMPsWLH z<^jI0>GHb0%cqEU*XDZ?r|&a&p()1XT=kxezF&JyrZ6sz+7=Jk3aLeFogtyf6M7?6 zXJf3v;uK%wP}*H|XhMG_Y9ni@Z-cLA)r$`^V-}cz6g|#xtLl$$IuUq$dz3o zVV&VzN@5`#wu5Sa1aa_a=(!2caKMq@o=s+l7((jsnY3FqC#~ z3r=qROI*LQ^dJpJmd44^u#lK@EVG5VCBRGF|^ z;*b}ykYgj(I(iDLPR`ZNKFkvtnlZLZx~8DdH>5M&+ieOG>ALcyjzmFlW?l^f6$l*0=cEb;!KTUsMajokoh6Chdr zS4{!fK78ZLpk%q$v+f?GJYjqmvPYm0wVi2O$zk+b!KYX4GRz51zmp>Y*6 zcIdaIZ-HX}-FoGp|LjvIGx>m*?>-4PSB{g zN@0oYW-KYmLZ@BLx+dzkOMCj~7eW~WeH56+wp^W!hZ!Cxc~XaMm3{?VhC>;9jVCko zfBEqYE6Y@}8;cF`B|8%t5A7Kj-`;^Y-cZu1!JR9Ew1YL9W$Z=@(&cqMJm7LjMhLZP zEWdB=$|8E`GK0<*1Pl&gO5s{naXmHaKWW1Ylw!q}UY_VP#DOb+!7)~e-`{XQw7)+K zmsODU(nnVV)JQ@irIY`**{^kg_qYcKSDH0rm;~hN#0B;iV@vMG7EHE@9VC}meqbCt zB*^Z$${nj7R%Q&?w+Xq8JRMlY;8_qpG@q)IVjdoeB$>PZf;=>vNH5=SLc^^YZ%wo zAXW59uOGng3w^MY>x#RO$iVDL(sDJ{@lI@=2xX*&MJM!_UL+pgG8Hz-2=+GL`$4bY zU{9hBlyo5(%17Ubput}}^J&SFUVfyx6(6xTI9!a3e*?1)s1HB4_f#z;2QiN_P^;ll zDa-(`qMjoVg9<-c)$|r@Gr^t{R%w;o0bxxIHlTXA1RHQ4cIAHM;#O`Z(tk{DRO5(Y!yL%WgYvOY|L{ z{WC4E&>=>ym$4^yhR`-HEIkzgQ?Lvfx29?6W{=UtAX@0qtql+YD`08wXmgdSOQ4$i zPvbG9KfkAFBuG~(1TI(-p9Isqk?VbdE5U_La|C+)4qOKQ+NR!W<9D4YJ5ea8TS*E8nId3kB++ZcYwU;k*Nr8(YL)c~eeC z+@2X0?CDl%?mcWvG~5i^|Jc|XE>_Z?I}mA~bx78bb*FD+bvai!>ZyjW{)?qHq%Ow6 zGZJUQ8Dy$74x8Ea6wL3x+{x0ZY%;N}6-h5wI31}p*pJ^Da0 z4TTy-GW}8)tIr*`^=N&}?u!|COEPpY(SNR1cd(dUX&l84=pd0t z#VEBDtLD+veCblHEjnKkBKnn)pFS(hM>)vmJ!q8PA@b&=A~WB{bONrr(Rh2jLGjeA zh7#XC(q_bnY9$p<4`b0x0ebd+N@zQpIiO;YX&|VFM_!hv?O$2A!WEdV zu7jl7V~QVU;v=tVr%gkb`wT=G=w;u}zc5U8p!yllx@a(1@d(dlCnVBZWMxB)atY?d zCtXl6a3tHinkOtyx)*G$mYsWelhuHb+kwdGlCrt0mt#u$7B^y%9#T`qyy3Kv zxyY?NAYPz1@JLRgV-{Z8*#55F{M?3scLt`M3M)DTs z_oKmW4tYBA^sJ6zc;JcTbpq4Wo0#-z7lv@hC(pIW-`PinH=UoQgE&`XNNAm&@!?XX zmxb=Z0X)y|ZrLiXbeUcC4c9;~h=Dj6&;#6YaYqbywa%#*8$e&$w{p6RBsT*VtE$a;(dEwRBC1ybe4}2i zx0OM~R4K}w_tJf?C87C2??_DSU9IVnKvBG* ziCsES#AOl39i0PX9hAg?d_QDaU>tC?KZjCHbvCsc3rph< z4LE1uD6cJwkYbn(-SSf@u4|F1$J6QOn|OsU(ByS>W_%OP7@IZU9XtD<%|X^KopAn_ zYJeB>{oA2`K&XFwo9KSze`6E#|2OmapTE+vtH1sqZH)d=W-M&oun@Ohbe!r;g!bH- zN#K1hGE9OOoH`^B8WsN$$(TL(TYq6Z$Xcm1JD(u1N8=|C&W<+3w3QUVq! z6(-PtsDyN&f$-4gWQZPyoU6AX${tK3SQ8D^9VwcRLLxxXLko`eAXe)LG58u67WBc# z-})zWLR%ZEZ&jmXHTG`Y$zZ|7OGB3%y@~mK-Szk&pn#~cqb?Kh=Gy%&jCy#s?mQ)C zb)!-g6wh7wb>#TsQJrT+^7}ShwJmfdy<3JV50uNdZT_N@x1~=wU}nIszL}M0GBOXl zRKkC0QqJ}#mvfG^9*Ypx@Wcl-sZOlNzj6)x$@vNX6;I^iKDpt8$!3w~-hL&!W__sR zOBm7H?5>wLsDIdzKHB}(De|!H*%eOAV_aWB&z!90h15Rl#{eC~CKmyH=XRZW62eHP zR_?f)yApu)(B+*UX{M*xz&&z%5uqpRK`rtmOHp8kLH=GYH`c3YtuZ3-^@OzwHLV^* zh+7v&xj8H75jywefNj1;AEv(4zXZ%pKqIT6Rx^-wE^QoP;4Ddh&{1JwmsNY!RqM+V z$Rs0=CY?3m1k&)4BQ)jC2a}h?z!A8ol8+Ac>b|-UJSXW$;xIH#X`b?UfZ|5%MTzoJ zoEx$FMP^5##ErqV24=>w$B7#B>PqFH#;Z)T{UZZ0W)n!5ts3UOoifOj8KMK4rzD>| zp)tsmWg&SX?CXnhJ&SJ%YSw(8Lv(w2b#o8+RdW&Zy~Crq;TTGKs(A z*@^EK3PPX!uSv}#(senE}A7G`!GyqRG>Q$mHl$SGw1*?D&l z-}^?N!J$jIRtBHBNtI-SsAQ+qphYdsUKwHUlh)9@3wxc6=~oghmcqM<%ygnGBCo~~ zY|!Qh&%IzKWS}Q0vjbr}woYRwB?Vv@p1w8fj3kd2R5;q68ae&KYAS3+L?Ka->zXA2 zwj_*qQICSyb}H<|#=n@^ynLql)n^x~V9s%J8}w^Dv8zrQgdI2tNhwXHPm!6-vC{jo z=dPVD=&JE)G&i;-UJfsUXOBP42){%vZymgry6*Qi$URFH$^!o06iR6H1@75+T4XGNjU?_7 zKEF?aHQoqffF1i$WDIx}?hBS4xB%}HU8s!+`!EvGddE%2GxM-4p(~CHMXrcR9?FS5 zrhus)TuU(75kQaV3jEs_2obVQN1Yw3Q`Qp;gH|wa&`Z>8R2RN&JTm3S3G_nr4S<|l z{?dX)*3WRTnA)m&nUq~8FiGo~Qe7HkBSa#rOGM|RmWGdARA8{OxgX`Tto(;8H|{!7 zbmRW#qfuzv_IzWN;Lbki=zyTl!w9*hxT5Hnp6XNjSLWF%v4Ih1Q6$~6R^q|l2?Qr{ zto8~hFVnvgrp#3%pi>BJ>P8`dZ>mH*p@}CDaAKC@U(Z5kI$I*rDj@{^``qpZ%0&+L z^~-71qiRJ6=1(P4lpzy^E@VJjGnV9RM6VdhEqv4=;6r){oEzTl5BV+ysOj2|p?ky$ zNybstTuRdI*s1iR1IvBIvH>4oFaH81M3Y%hjuGii%8h0dHxYDsY(WWLaOZIH;Lp7? zP0Rpt%1=UZqE9BTtlVe}K4%V(tVu!D7sF}4)4huQJQ<*Nn%-3mliVd~VMF2z$a4W7 z1oa;V*oC(Wg*_KA)(#b45`5fT+uud{c0?zf6tyyUvGZM6c=-X>xaL}z@Xfkyv3P5c ztsAIS$&~M$!NxsiMf-+lqN_+#al1+s?SpDBlUG=SvO8__5;b!)ky(Z97_h1&$U^K}FBpGR1aeCh}HY&IbA!OdWQs1E8S8>xdHw1n7*%J=B+?-yV zbk>2-5~P@nkJhFYgB72BVG12G%DobAh`Zi|wSaKj+g#kK@6v06Vqsu^l*VsDfs1{#nTcov$rCIQ~jh z^*Cx}xw#lBO@MgncB6M=WW%|=BLbn23y7xNrkFV|OHD)R*s#W(Z>ULM zoecv(8eqwk=f?pIWycE4#bq?Ket7*VyxV>+B1F<38_%gAtqcBQgF zV)Y(kM?@gp76#JB&X>Tm3U5ubH}1#K8fNxrN!Q)oj2-oU#g?zsy)kqP!h%;E!h zK zk;|{);Tr40IMo)M--PbyuC0pL4prAcvpNA)9CUZ^Sh1An`M$eTjkXwv?>_jq5Gqpg zWWTF_S(wKK{9Oa7I4x_km?Q)*J3653GztsmqA86VWCKxeo8{X~>@V%RGId+CzUL}F z+4fH#YzU0%N^CSA(&?8YU?x^>avRbK$h1;TEX3F@&a%DdW>$mB(TRYh6swaq=hI^> zp9oKX?~!D58bXH_`?RYm{@8ecgalHP3){Yuw>F|Y_#Jly;c7csbHOCTJuR|?1f7i@ zFc&rc^&6+UhgAmxVzR=JA0+ev-lG4?`E*X-i(m#d@_H^Dwu^d^*lkKMv9jUzfT%8K zX4s?29x9`7)VhNAyD(*=&}!*fSPq=+sxeDK?)lpryIBR?tHB=Konz-};I3*7zvKM^ zoF?CGn*l4B*{EE{RKX5-^gDrRV2t7?6>O8& zPSZ@IOW{QYk|FHojT5A0_wE;1F7NqNoeST6DJ{sbBEF@@l2z`ojGUjtt`^nA^Ci>S zZw0gkv2X^DgDft!i8aiMUih1- z^;LhR=%@5{bC@XqK!4|E5L^-U)-1}U)1E<3B6S-de%AWYOk)oe^>d9cFLL3t*zKJ; zEmyLU@%tJG`_k_oG!M+z%$<0-znxe;A#OJDtUp5)4U5|_uy?YH8JE?X%z`-@2M~{&}NF<9N3XRByOX`Q;@nwx%P;Ti8BD%E0J^-@0N13O1m@qw=j98n(J{ref&;;3DeG#j)RB`dSKQ}nNozzgn4a-UL;Jv$g+k3KerGBIVtwR! z>%nU&7#{~9IXIO`eh67-fb#WK0!PD6Fw!_LPVlvuAB+#?k75<&=ofGsJTJ#{t}?E|uF6tD1bG zd{6Qe_3v}s@^&&YT)#&)l~iJz*XtZatxw#&p0L^hb~-CCvBZeL@$zU5=>U0got5sm zhM6!l$v(3Er6ZLmLhM0@B9jlh)tFg05lded3NN~9tr&3#S(B<6i7{`au|}?15q}=G z?hP4y^m3Ye>igJ-$bI`)&?khJLb<16eEOE=5FT2P=&%jFDY$dp^5VgQGR2Md3@mhR zB+F3;Q-Cq!rk%Y|V3Vuav#2P$7@O`Nds(iomNFxGbcaPyiI`CDP!f=Q@_uHGK(~JF za+o$sdLcy@==66TFmPZ&ey!|OL~_1o;1;t~FUG>A+U%zYOK(G)`54Sd4c5%`Wy7aR zf%yJS7Um@wakt+r+vQuC^o%^WwmA`qpt4V8v~qh(=mGj^QaED)^!uGZh46 z9K3DM>N)Qi;c%J zZ~+|R&Ad}Affb9fsY&lu+zTYlc$(DJGI$S0m2pu%V>Og8fM zkkI-{r2FWnNGfAe3!Mbo+F>abPa>3br6V}O-s}W!|BJbbY?q0K8IA<1u(js!rD)c| z`(KW>msYuL>zxftH8^ORl+a9<*5j7n->a>&da*GW%%Escv9OpC%b1Ki6MRVFPqP=^ zElYhifA{JDF9DA!gx8q_(X{1CD6ef@J3795_1p8lps0~lQ_3nI!GJBCnnDjPjhS+t z6K1zYtth08APZNk*x-!?_f;H#mH*F2YxT*epR5*MtF+yQJU#y|Rm+;!2|#2_R_w~| zzsO{hsELwn3crY*81db)UEk8C=05_sG-W9W%8exgVi#lTV|5E)SG-;2cvlq{w^m{~r#^)!5!I98;WCI1qwVHy2i(Pyp5(3O8y zrH!w0^%}FXvRa^rc0{nfP^q2(IF3LfA^D;KQacx96}JYXW|ZmQ@Y#HNJ~wKZ*e{-+ zSNAEjPNX)DW_j`=6u=1FkhmgEl)_;OfgAVrZKd=9lkdA`zG2BZ#`tx^I_Yh#rB@jk zNlg*@kK>;VV0G7rPeuV+o0iY?#6&nqg&DfgZ~H0nTMMjXFZ4ah9RPK#;Zu0%>Mc)z ze;}}VfTmqIs^gHgX*g@my>He}qX0iA(T7F!oVHtH7Fv5rRSdi-AH-tu=6>>;l5f5r zmtCv8CZL5NJ6Xgg*Vfj92;`Rb$LHvHK##ve-gN#O%I2G})62YB(Xr|TMQryhV2}*4 zgbr*&jP;d$-+VEG=B3g`4U5QV;$dHU6JEN{JFz8c^KIV2Po3X<@DJU-2O*= zCXTl6A;g~(d4#cj4rHo1I+*Ombz4*Ooz9r(+&Dul5<6u8b)bbJ^x3foq70nb<(M~Y zu-!_XWK2-Er?9Keq+>(EU8GyA=Q_2);Og2RFX2ybYD!0gL<#vC_cujbEDhvOWrkck z)jq7E5@aVz+Lc&PSE8U0VpPBCuL@(B=2=s=CYHZu=x_fTHMxAF8;Zp=kLth(-gy(* zA-1)Dvk~d!RH%W2Cvh_t@06Mq;&Uwnu7WPw-Osz63KxaN_t!M(dKwBp{Ds99YyoA` zmv;}_si3nz2O`T8=imAWLg zCW+0PMxHEp2=J*gf}Umm{IsX{`EEDw^XU!fDbXQ`-j*NFWEoQ?fL@2NomSKnSgX^# zP85URAc#@8W-o8tPP068iI})^00#G)cRO!&8od^3@FcZNH6PjEJi|-CJd$CC%;nl`e!_&{j zoI2tVM4N5^rv8lwaD{2HyGzht2BY7x5z<|LU12femIHmh80v~^u~n_0^Pi!9hM0rF zB*E%PtC2wBU|^S0Y=svzYy(U%<>2OrKaQK#N|=U~o8(gt8r?Xd@wM75XN#!=kC>Do z&r(KBlQCCY`0G8{GU+P5FTiy?C+NaolA%IpM1Ou*gbglspZ5oLS6UFQU%-dCHZW@@ z1I~@*a}(xx z7tp=ln`$fm@#GmZ<4INd!~=>Zd#nP7ca z_+BMO|HVkQ(KYWvKSXHYp^=fTsc7%yl$nRdMSWK~Xx2=^XlzirPjbyK=8}KrwY2HP zIyg*Stk-?x@A5skBRA|?PccG6-_MYlcE>E93Zc?{N=9i3U`@h}J3z5)9}*mCi)ilR zc=|qlox;caN@>BQp?Osf0RRl?Z0)$P5-DsWd2BrWZT_joa8Xb0=^8pUeXm$n^sCvv zenH2N-LuS0kFh154D(5f}X)w6d;FQQMthl&Ek6V~o{ zzOl=Pv^zs`osv191QAm1=S?WK@kn0OxSd$K;~0aD^!v9#L7jc0_kM+NbFfnDZjVF0iB1P?a$Y+Yv2U4&0NlR7GHCrTtZas;Yd# zep$5qa!3^JUexe*oF;FkO+{J4kwfJCuE$M!rF?zwi&c25TdVe&Jp^kqXd z9#fTQyz{;BgiMJJ4&^I`DR|ao%N~MXpKLl6XmO1k($9MOv_BnMet(>%3;rs`+?Tpc z-7z$WUt%Gd#I9khk(|p);@s#dm9c0^r~nP42;R1|BUrd_BmZ%T-6!|`iZoG&UTEZ9 z%9gO1dr?(zwpHDjYLvQ<4-tOXV)W4^9xLvsv2pX1Qn)=HM&mgaEz3p8Ocsj**s676 z&D9JP`Fxo*CVCO%T%Z8HOZ0@iG1_Rr=3m7pJDyh(s4^sNjLZo|6@ijMN!-xf%u~`E znWtFB3B)-MbV2RAlI}UtH zAY!%d9!+uE+$YUp!cYu9^0-c+IT0Z<7}~nS{u`I)cS(aF*kN#gS^g~9r|-juqvPH9 zii%nN>}71aRtfFHC0XIC^Pj(A_Br&$$!zpjQ;?qGyWCKs@>x6MtegIJ@85p@s?fw> zFky?}=Qd;kGw#1UlI(qbi}@!&ewyPJWyr^NJ%BfS;xu+j!Ho<(n1LMcJV)3R=ix0g4uEB}=5VN#`3Lq*sJ%4{3EW z3#SfHG}bhQ^dA`_a2ultAXSAkJbFg^bE$KY)hW;Q`@ZqB-|1%RRn`ApvjmV^jnBH1 z(>3EJ4+Bews?T^uMMY8w=jO#fo()xQeRZKOa>~OLHP+G6UYV5^ZdCdvAJv6uDI>tX8HrV`Spjqjco7z{agFAc72r(FT8y2Ot@S6K;qVw zir9H@iVw7wJF6juqcacxfT7fCJWP@)G|a1Vwtl6N7)&u@>I}EMKm4u~1WdTO%H-!9 z$mOGyx(8VyMOFT36H5oC2$q=@8R)M2QTG0+-r+X}uFem^&Vs#{Xz3=?F0>u7Q|+9F z(Ru6X9@!Pgl|T>>+T?M>da4OrCH0a6jAc|C1l%J)aA;g)^kL5Dc8~Xw(80pKJEV%Ts!z(q=#^Ki_HIO&lUqYPE(3Khbq=Pk=*pz<4L#+4Z>x zq`jz|WA+JIv%vLHk7MOOAByo1E>|&qpeR%32?Jf%xahZZ2OW9$U6tr81y7GO?YUVT z-Id#@*|GG_2E!ANz2(3QUOyuIl+NAPj}k4bGES~ZoLh{FI0x1$eVGY%SEKjo3*DvV zR+N!=#xiXS4LeB!M)j&nmRT`rXR~r;>f+=Dx*{1Sl~=M2&qnh*meLrCEXPXgc*jv6 z1}>5pOptu3wLHCcAjx_DLS!Lp@4HT^S;}%~)O|QYHs6#0%HG7V@r)rVMJp=u+=EF_ zRh;o>s>RKEjQO8Z;$?sJT*;IWmL&KkUL0|unIACI2#ZTKYw49=PT-%!-Pn2~7F@HF z?(yC90~UO@Xqq8dW$N{r)2ywYapbEDt{Llk(|TXuHpSZ#+Da2ZC)V#Y@_&c8>02^y zK`rx#@PhC*LI*iY)lCwwVVG0d)6+P-0(Y5c-b?i^;Z%+eU^;dWuNS4}?*vtnE?5~y|FL`@UZ8!9Z zKWeh&SjsoMG=7$6Xt;|DZ6%XbRv6ocnQ(x`_KBlJys71R=aml`3MNdEi3ka?4CefJ zto0km?ZWo!UF+^GJx(08GSdO@MlQaNCtxg3iyR9BON@iV{eLb{oQbOF%C~MNC;Pg=8}}PO-_x_~2RTki)5uA8)9}xyqUbvV>aVsW zH2_369W?ACU(L5|+cr&=PovOibZhke8K*bj_$@y@|8>)PE?_=hiUL5&nAvzM5ny(H z_5r|4Hj_EJxY`7w(k*B2SV#v^>BCu{3%>nw>1n1n#)+EQtF*~b$z*>R#mCRDWEEOI z&BA-~x9huK?;xxExXPjUmq!|THEzp0Zi+OWYRbEANL_fwX^yLFhaUk|MHdJJ>MQ_* zkb|1(*>OfQ%HMnz8Y7P`Ifa+y->`2mUHi><^lRmR>qlRMrO3ZNzB;}A#>?~F@y9>h zd;7a}{5o}AR+YEVzbii`I)>SMIF$Zq)lS=}V%#QUvum|#kS%v7Rs|eYx2jCdE}A_r zl8+R|fHcXr$d= z?w@i*U@-JmUIszK9b|9XT1`Vkm4ljN{`<5;w%)7FBA8W|!-oXB_VnutB4x6aR48)m z-Xw9pI6I$Rc+!d0{{a6mk(cFDg568gtq3ptLxI{9EZl$`A}*FDCT9qeH}?o&edsrI(8G@dhOguvhj4? z*uy0W6DN&(>Bc|zY>mbq55?2o<$-||&7uCo5GvCa_Exm;POzt{Yh0Z@Kc2wAnY0S> z@Qn4^0HYJpJ)6lSFw9py!~eMctb?Mv*oc{~YLj9=lx;*HKP9;rHfd!?3`>g*KV#hz zrf^eE0JMl2xf=&H0IM0RaUlF8jQz?BwJy4A5?wY0qus<}f7)FzYNSk{X{e z(ItBl|1`l=neWKL9Vqu*xd<~ammUw>NuIbvKy^{=!nkg;2trSp+C+`B>3g<^bbLwO z6c}Bu#+Mp*?dZqwR!2|d5D@@&j@q?9l2|)0gyY! zpH3lKTRv}nV{XcdAG^}_6*g_=K%@mNr&eQPG0UyHMftB=gQf4xZ$Hk^5X?MfW-mxL z^XzdiL(EP{i1E90PIjqoif=S-V zD8@7eu9NEOY-oN~dS2Xx+b@9;L^J{~ufZ?sz+-SPcqa^PlPCzJGh| zp%(S~w5)UDu3xQ^JmrW*iwRYzYfdu3iJEpG*rt;y^0NBPpGKq^=gWl6n&;1bkHS4Nk;>0L3|?h526lNK}hI1AIQJ zyWFVmU-gr}r>N-KsKp$ayVRP$jP*eg3dO#RxxF@stuEcN1jNkh%;hRYC-Fu+F@5sc}8v3PrQ+v#u zh# zU8C^`r|!;$msxI=X)ojJ8c!3`nbR|3k9JHmsc@8aC#|n5ZK7d6z7oiPQgM=GTtWuy zc93a$vb6P6S~c1b9@*ikf|>ZF4drKD&5IA^&a?~o^V?dmP`^Gy8miX@d3u0jm%DY& zO{yU>2_QMC3nCZba8ijcrt9hQ+i4Wwva}yzB+WMdV#7_>JV%3{Ez&Hj)DuT5>sX6t zuWa_84z0YPoN-!&m^=8Ju;Wf3jA+o+9= z^DI$f%>NOQB;LiOnRx;n?~NpdL~z|HoN<}FMQJeMx{ z97QV>>{STL6Q^6wij2c! zeg_trGQ=Zz89mD0b>};K6N@o|)8Ypnh-M#2^22uCJ*~sZ1cz00`AOoLl9$_Ll{p?%Ar2Lr{LJXV-(t{D&6Wa$XK!Tiy-{I4con zWovsDvJjsqK}h|L`eq~rUT2J-6MIw^IH&?`#;w?950<|SNNL4BEzRo;^0w2&ORM!= zk(N0CZ>pJ|@t<00OQ~L2(^-0YE0s+6U~1laR`PTg1m-MGe>6EzVY60tjz2k)U|Cnf zYUqF1heCpFBy6gzx$KPVzV+G;+ndlB-h{cE3jw4plAVAn7%9h7XkM<*jS5Fg&)c$g zs#Tf0=8aUd16Ax~gIT@iJz*I4Sj+sHZnh1^LqfpKM&HTRyt3YC+6~?$ThLILH)U==pmAu?xUuRuVpa&zM#( zQB0wscz$=P7H!3~^9uc(gB(rUe%Za5`G>Fr(T`Kv3{o5q+BG`=S6R(ML?>V9_C%%) ziPOlhz4AtTz27IqAkVjEm53))lv5v~O|(e{4Ve10aHYPwbE@KjlyymwO=9l!_U_r% zV6>AU`bJx?ns%J;YnAlH$W2Mivbu%G2n|5Eich9YOF7xc21H?QO)8dZn(AHhjs&i#Ja~970?4iRoOcNJ1wiEdaj8!|3>U)@dG^aXq zNSNqCkDK&At;ExO)Fm?K4+hamM=9rgnY~tJ%pvuT=BJUx-96FjQnNyb#Y%t?sZEbY zmPod&EWZk2(CNy+G6j5P0dZw#vJU>K)7X>TZymw zG0>X-|xDbrKC35g!k*GM9 zG_6JYlZ2T#82H#}r}Q+wy6t?riv#~lehq(gS|DNRnzDjviRA>H%JingmAU~>hBjUg zy)M41Wk(5Xh_o5#^!O^Lp#STDwUI2o;<(5(hWb@813JOA)@%6KWJyCNZMp5A1Galc zj{NaoD!cDKX@9G^2YunUwxZvi-#h%R?o#*O{|#;6KVE|W`3(M#jS0WrKb^3!;g}Q7 zyOGtIZ#MUJcB8X$RA1>SFsOA|H?lTis1>_~QEF=eX=kp%u)>_Je(V2o<}&fjZ%4s2 zETl_fZ*utJsF1WeWX}ynE@R!fH_2$woJX7*`2rtOy9}LZ={;#7|86lShSy{7ICnGAs~qAjii~Ff<|2 zVBuyhxXLi`Q^R1UFC~}8X0f$)?H1O$qR(vKJf!jn|Rn=^RARB_LUvf%aXxnx% zI@<-G*H0obE~Jsi@`I=oA>B6<}E#M;pjO9Q@!6@!81>%J#F224k5 zLw9ZM^}P`wUo0Gbu`SN8;QaBS70)pJ2a{pCfa44%+uCZudc7WefN}Y#>Z2>%AsuPt z+e-+=K0A85abvb)mv&n=+REtWrl=XEqm=P8S79ew4O#h@qn^Tu15XMK5z5!jxeHe=_joQNQWuex&c2;b#XEd+!>@7) zs+Y{IVxNqhV^oE_kFC)oj07ThQIYY<0gF#&D081KVO9;`PUV776j0AwKbSaH*!bBXQ#aST^o_tw232 z29m>$4aHQP2A8}1K)_yL5;kgN%N6*sj~iq)rO{f*3Sh2 z*BIdZVc{dlA6c|&&ufrB;2HMkN+gOE;t5gM!c>?CZe-rWmj7_9mDDlSCal;0T$?y^ zG4>HWE+wWY>rND}&iEOsWraC&kYQ`vsFUaa;bFiVZR7xV2ms^UkU-uRfqJYs5gV=2WYd^YCj3-OrF z-63`!!t^;8x6VSvkN~Zrcji15|9TzwD4|t4|5s7u-CfPCYyUZT-HI0e``|U&^^K_@ z@9MXtFyHOVxZYs;KM%R@Zf>>hX*gazs1~08{}QkF?|s|l3u@La%1{%oSFRrF9kI{tp+ipnCO%Byw{8;pEQmY#F!$G!HT9`NA98N#&A{ z6WtH#_Pg0p1DlG0l`FikOuhW!aK)Y~-vaqlvKhe1ym|Mqt`l^Za<8x_l-Zy5IBGJx zZ`c{!S2 z?w%d6`0Oz7(6D8#0ES~8Q8AsKk$4DKE%}I)ZhkbL_ ztdA>WucNehz5UgHtO$1j)1=`r+nDJQ3BbBS((7{gBGxfsw4-Q8(a$p^4TO;boV%I; z;P?EJ_3QDmr6FYY+3m`~X7SxG#aQM)2qFBOzNsAm{~4B~Pz-wy_K&}ut{gq?Q&((u zc|SDlgz#O(lk~2Ep8{*UDHBGi1g-D_;M-7%M6G`lw!*!rs!o|m+IWDhHu0XNaC22| z8Ul7%U-yMx<)?{75iS*Z3;W7%Ge7IBM;sFd$kg_J?E~5Ioen97-+m%_T+l|?w0CL zWg6tR%C%Xhn@#*Jq)!Ru(7_$I2RT-5#QQ?_nJfb^zopmjU2YUcFiPo?=&Y3` zwpJ#3dFq+g8S=iT3L8X6gym0^Kf3!=K+;SNJ4efGV9url^%y8`HZJJFvVd13S*~$= zb7_(426b-YVPNbfpdiz1J}w?lS;}q< zL@s>pm%Oxk4M4R5R{+%Uy!FWOQd?rhgD7i{l*Mbb5&R9Vo>rUH-_>1&A~FMhc$c9i>|DmH9C}ow)0=X1jQT zvM-IYVPHrdd2STuQ*)76(0|o#sl&7eQiePWT)ce#v2FJ}vh^#*53%Omx;-Pm)K<;O zn;(q4y)rFw_Y3gz5Z>)S?ECkYW8WhzR}`3yI*stZx3*qGefQn5gENlcpa1#zUm=p7 z+Olt1qH+%)LN@(Jqls@x8UB4a{jC+)caQ!JBBaC}pi{3O`FA7F?6{jF?ni%)tUmt5 zab=~-ivTZfaluY8J~%|49(C=$5p|+S%*p7pyC)I?cYHd_FdMhKoY~$!@h80OG+GOo z5vt%K0tQOVy6!|=^`m&!@VfWC+toGI&bB94H$sV?bn639N;&7@kEc?d%_PcS zaR}X29>UDC!J8kd?H|kGuj<_91L0%SbS&g8583Qp^K9EiDf^5fKM&eZhR7Y8*a@*Wx?mvh8~1muI&S} zU3?ZAyAG1I^7R!Ot6(x|ASlKLk5ycmGyDy!F1524!^iu5U@ya)6YUvugiX6Ts%Fc zqG+c&fY)gn&0v9C*Fa@0EUtUU?bHoX_T-~xXNfv;e+NloE8unPIk`-4HGE!+&sAlk zMh4$Yf)ultd=wJA{y%tJx`&2cScf3G^7Y4~l}_V&9w^(`K?g3&#D>Vpt4$ZNM}IO% z?%Ish7%NMto;>7Z8u{}`d0no9<^dA@SZg1l)EJ99z_-Jbj|M{35~Tsw4yTem~AH{p?S zz!yMuAxs@y5N4}98k!Y**~_o+=?abZr<0Y3NlFt27dsboP!^x86pRnsv z!~1jYq?yLf4cJxuBt%2@_6|cegB}r*Wf5K%tKxnHkrLK(k6O3VMs{1H*sS;lv~`8o z*qikUT3`3*j4ajmSl4#d42>XCd!fXT zHj}fFb3Z83+R7pgX7xR#fhPX72hC_F`MCpg<_9e-O2uF6q=0TtasgZu#ukhGix!E`V7~*G`uUX;1@Wlk0^GH<4Rjv}X%7Z`A=E8D-ir>GufK-8X3t}<0YB7-= zu*A80so9|E+nR8o|H@dz(mus<9;z$V+NsKoHdH{Qe=l{6K1sBmu=CUmXUfy><$tr8_??K~~K7 zcmM`vAt1~sun=?ca2@Sx*zevSj?Cr(ml54cTVEZe=;dFyU} zKT9$$V_!u9+(@zcJX)!W`Y(KeF)G^tfDJm0<#8|eZvjg^Qu}X z7$CWG)Jz9TJ&LLJe@18#Pfz8=*ZP+QG<=#@&ngT6IO@C^wq_G{mtH^l!Sw$}-J3@x zng0*G%{0}tI!&vYI!&6Dsg|Ji@c6*z{dq61m-~tVqzln$ zOUt3LW9=hbplixHpBo8yiRP^V_bTS!eL!fKa&LQSf{)O!^nP;z+Oy*LSi?-R{&XZK zbtG&Eq@*k?KI2G{ugW>gqSAYDUa9ro);V67J(`TqFG7JrJTe#BuxS_?|A2;b^R}#h z`mr>r89iuotqUfb9yzstzS9JNu5^6oZq{!FQ<6AZT|&@Xufl1o)g(1H|Jq>YprJ2b zC9e>3guSpk?dK_>VkKG1elsK<#t3OmfRSaLaZ|*S$7hEQ;}dvUkrNHJhS`RlU&p3z z`I>faBq7&>Mmm?#To8Wk!ruB_~LT%>#$&t1B^dQhxG1`x!p;TF&F@zD5`)5U6Af{Q=h@vEJN^MUS0wE8aIZ$3-ZMuddh1Z zL`iLhh5)lw+kJmst6xvm-=sr=9RR#FA(`QL0IcvRDs;rxw{K6@3}xDED5Z`W{@m42 zFkPs@0F9UqQLdS(h=P716%3rhu&m(NQXsjkYNfpP_8KP~2n~a9xiTFGN$p-A@8{!@ zHRtYC;`v!DV`5*z$LTXA75au1yk)R!F~9D_`H^`h&^yauBB}2$0)~kCWJZ?zFO;B# z$~fM;sn~2)z`AbjjgxgIPxW5z$mY9j#+r9Im%Z>WuxY+(SFc?LUr6AHolkULA^A9Q z1M+w2IWrE8H}Lhcz{KcT^rjG&2`qVPr`t6d`p7lXzRL@6`(X>vBLPbew8?x#?>bz^ z8@}?vj)|I#An!~)Xl_lBwMsXUpS=aVk)s_}0qt9CMK#Po08N|RD`2mSB*YGe#b7F% zC4X;#C6|bgr`~-O-tx&|T^;F4x6UJqGGsoltKY=Q-2BD(ERlJYoZ9Yj9pN;L?LfO2 zW-n=xK#N{8$uGtCNYM~hd@2-13s0CLdip)?TbgWOH`Nw$m%>rJvu_#|fZ*!eaWB%s zGV}v{vXz8sN|e;5v0QrmQ5Ws(!&*$`4|js?f}4 z{p@t;Nx#xyiEdB75S>HL;&9v-b!Pk zDfNPopW8JM29?zHloW0~@BIl|%!9D33Q*|sjQmZTK>>6t>5V#ccM{l)ql%|Ddunkb zeBA{qhdhaz#lt%XW-5Sr!TKInqXmn&L#)4&2d#P1@q@wMcj8zKpf?kJ+*K-e_X(ZW z(unn0dwn_iuoJ0s$>l^*?{g&wH^>&i&ve}s3qZ_I!kP*c>?|-FInge55S0|#fjz!( zC%Mou(6d=10|OdFY(*(m;pkD17CU@_aTwA-H~w7=iuYn<6qH%jVKHuaaq2})233iY z5sV_yjA3s|G)x<=)Ic)T@yq_eFnqvk+jP>|Biu(Xv8td<0 z1`UG(BURG$y)Q{ahKWDQ3%k`rYw0_&0P<1|Av{wAiGh;|^pg-R`i}#s45{~dBw2X} zSb_8(Ge)HxJ5k;p@x?RA>gkbDPZRA#@*$As$?mgw18TZulMMm4IV+z~V61gEz7?mrq1l|8Ar^gEO!7pwF(&}*4^i~0rZK^=dUw3ny}&$+M-{~O`if9NB38*> zbhb!sURzrz!F$l1n#=vt%OpbmUvKG>neT!W1negsu3#74k9n@=#>wMPS7=WDQ`@?o z?L~3cohn&w{EQFR>_-9bAk_EsJK1BKxPbQnw6BVGOyNHa_PHx^;99N5DlyO4oa(wm zn_eA|LdI40CGh9ozDTs^rUIt4xO%#__cGyLCGo|eUed|YEhJ>s;}gff2=puCn0naJ z)_N!D-n<(SEn;CPCOGsirSin13){;68ul;fdSoY&O%lG4CU!4bdk3L-S22(uKAF?s`DXkQ; zr*P;4Knw12o#bHTUfz#yQtUk0VVs3#`6=-cGSgR<3$OxHbS?qXMuE|IUYT=ICNj!x zPwP9i$VhA1@$g@y2D?i`_zVAF^1Q8GO@?;sZ@xE3wcB~3X2O4&*4=W0N#}RLRB{eY zHyPucIH7c9B(`-fjBaojL@Jj)7?4a~ARq4PAL0aWnEI%-bs@Bi8%Ut&mG?FaiiUUE zis~{TVz2o$uN!e6%Klt9T|NCQO;D)K0Eozrm9a%v<;wjsj3W3PuA81b2Xi^wc_O4E zrbTxWIrrtC`a#;_wWE<=&PtO;0f@c(oSyy8Ipc;eoy>f-hwHb7kAp44>_Ojv*u zRq?Bzg}7o*!N#HVg;b>6xxXJzSs`#illIWa=Iw})pDk9{_M5^81he# zVeGCr;01NpAz@}N$=}hv!J_@r1Ad%lR_dP^F0VAUz~(O&c)eueF8Ke!ZCe-T6;B`; zJc~6bp-+G;G1Xhz)X8ojO}PV+S`!edwb49!!bXGZE&~xud}QW`xN#`^^zwp_s@K0P z7f%kB+-L(2NTfK#S2%S^RKZ{1*fa5_W@XM3)K5^s_rUM4ulL zy}h3a^>hHI^YFI$?+SVFi`tn|92&UAQ7!uwFa;RT5#JdN4a zS_SD0qP1qVzu0ehHBwO-HG1RT2uppj@$J{^=UIXqY{Xs+^pvTI8)*b07+K8V?&HcI zN8*Cdz42vfL2Kt%CgV4QB6uBG>nltypILlIPmNUTxU-I_2V9AJNO&90Nja=l^jg-S zXH)1Ef8sgkXlQ(A#|yZHE2*3AR^bEyRMEtD7TK{Us^Vk{xq7Q;%zr(!NK@gO#+$9!$57XGK~j zwC77#`cT+k$~IYsT$rCvnf5=*_9G!ln4VsOy76weJo&h+OjRyOweqGI7wG-C>Jzm6 zyHe!;wtW4MD&>!^RF8Ops{8+Ml#3c?kL-*!-15IKl)otT8%aJ?eTpPVLriOKT)P3V z&wiEq7q}k}C*NBm)x>U|(A=mzT&<6j{;D(yv$=DEd+3_$pvynIi*7(`{F+r;ZV=Fw z(({T*J~Fa|)eFYtoCDI@TOAp!Y92 zw*^-m>EV2eo39eI#nx~)A|>tyv@yumaNw@9NOINuh!v8Qn*)L4`}8LVk|1L zO~(MArqNARck2R%p5C7+;=s|e3eE|(ERvuYc_!?TmC64Aipf3XEfd1*)(kaWPg*&g z&$y0(?sE1JcotrGENfl)@~tpuX?dCz7d0IyLB4DX$BGl9@q(xZTT%6p`RX`5?2P-` z<139<>lWl;9WS^RwAl)%b{`P&0$Q$T^y`-H&4AWHx^ev(Gz+vcRcKZSdoUHWyx5W| z?8axBpqr&y>Q6mFzUq2ywE78dux1(S?c!g+?ZBna>^A`VcI;D81_k%=cTg#t8(v4= zwGn;yM@blWWCb<@Do5&>AtsP!fDHfRFXejZwbCR{Fl~OT+p<+vNvNrjw{_4$cFND} z=)Q``D}Lo)|0!a49X;&P<{Ssn#BS8oRM}>H5O5kh`D1(r+7a7h_+}4Q$M~cTo}|76 z258NSBYkVq*mF(~b*7iS-cCvju7P4&0mA-IoF?qz70*JN$=J-tSKK>&7Gf9Ke*c0M z51Z0%r114cdR~o5>H}qVd2P739Kc3g%X$w4zl$5bgZg-*u40~eK+7Y8(!PI83 zWrJwpmpauKTR^YHwtmTUW<&w>;qL`tH118|xc{NiRQnQAB;*2j`o*Q#iS+2*e!^<4 zsl90|`FlxngLmG}L2mp}zQw>nh7?=NbNDGS>Ws@4uM|mpZW*JnfBsW+=<65Td~FS4 zF@i8l7uwYO$ynLDcN|UW7$2_L61Z@lTtOUqUz>VY42?`}FnlV#eh$Qp;eJQvuur2m z#d+7!T($dbP#-RC5id+4Ta?^k1%*c@Z2Ov*sxjfpnH#za)&_wdj zfkl2t>10pb5zI_hSuDp!mh8gZ0^3B~U*?yYeokq#(S-jI^53F$pdrHYvGX&WmIdyd+`pGNH<*y;&nK@Wb5O)y+7ncuLlJe%wfe#)a(*jdvjZBO7pQ=_fCqd#?5j;2S|>|7=a@K?L{tW23658cX~ zvL~?-v{nWCFm^$zdc6u4O+o}R+?DiP5`IAakJ4KIZy4$RpWvEp{})gX;AS1+_y14o zPoON-y86sYF*zVAJHS}5aENhX-|vi&7S?`7fVJfj&yJX=m&el|&X9@E(cZq&W~ll| zOaWA3Jg!FeIa6mV`eS%6^((5@LYKQ;BRur zGr?R=(od&}K1tE{yzYe@79ZFvx*vm-?c2_seyRf26r{Y&ev%Ymc4+ov-kMPK%4B2YpY zy1gzg+}tmMtu~Xhk8$T?0$FV;Ta&RAsUp<>x&!U{7JRu@jf{B$85-w2gtS~c|08+2 z4MH8I)jHuH(?COh#jy*2y536)r+-oU4GCpNaZZ(fuU z2TOT9V6te-qRhgrCEyiKXGi4FuEK3eTNqMOj*3d*!y_&O;S{ClB5lUUaD@)z_1_Jt zO=cPBNQ?7jLhcIvaPX8Wn@1URFkC7BUf!oF9ep`rh4wa!BS5`ld2ItWt>e&eE*4KI zqE%snt=zb^^%v`)X$wK#l9d^$QM#A*zbQMDc?fPWF@m)A@b+1;U~(ilS=spnNX;c` z-8N9x*$=wlTApm$JXJ%> z!EoQu0mcKO8#$pb8Usb?PoE>}R?sBlwV(^__aAr>vJbmCI$Ux6Wx8whdy}(TZLR0Q zfCCt&q9~sE5JcaO3z!h%_1VXAev6zNSu9*JiV^>D5gq z?`0dTJ2oKfaR?X*cxpAAc&LtE&f!l1vZ*%A&0b_1hJ^~M28@}xO2<2*?S@Yuw>k%G?>4H)k9f@65qn{^tpn+m3zN_ zQ2Iz0_6iBdOnk2y?-cXEN}cAgHfXd}eF;JhGdJ6mU~miAJ_iCc>$bHg-Lc+aIi;1^wH*xlBT-X4?yI4 ze(H)F-s86$7c95c_XmOg#qwW_XajJ!!&?X7jXM1YJpn$=)8V8RBU)?u48HN4!tv*5 zThVh~l2HFJaDV4*O|z@V`_%?4NqVVWCej*+5zh&1i7!Okg2d9r)i(Vji?4=COU9Zd z09A+QTp-JzUA`UARFj?&dDXghh86WGo=mA^YIyoRwZV5PIXw(!9z^omH)A!uhAkoZ zj0|0}{KnTXjl4ahTqJJcpl8{B-$RU|O$awU22hA6Ve8ml-hLX=KSwD)5a_q!i=f^6 zMwwV`1d`xeG6x|Yu)bG?$~;j;*W2W)=^5ZN+$K5uh90nKAzOXp^CyF4{nhOo4-tIU zx%d)#ES>N`=e^*YH|qkD$0&P$w^uF5f><8*OA4yB{CGLLNf0%;IBpfGXD`|nc2SG5 zzh5nVhUh}lV-QB+8Y?j_FtpW!W}tW}=s1lZwI|<8jQB811ZIw;$(}w>c4fQkkY3HA z&bHmzooI;9F3r>tfo0)`2SJ26(AkvlOq1qOXSo@N(iS0MZ$7kW!ZrjU@sRcJJPZ!@$U{Z9{&shN;_6R z@yS|wo~r+Znc!kkGOt`xVzL(T)P@snljxgKQD^Oo@Elh`BiW!Fan(IYm56tiCb-iB zy`!V-SfGo(K4?Rv{WF_goi$!!ZsfI;*YEw|Zk@HX-3!kztgLHcmhqSGl4AdYUCjM? zx^=q5E~Fp#V(2%9|HBioF0QmYjmt5iA0R*dC)(_ijEkX)3x8*bptqqMjatiE9jpvZ zyvfIEs`bRpfB0xYuJROWp=Gk|1TCW@U(6M>lgGEmaF(To(dvD0IMNZZvQ=4`p>thR zDLvAuge{CQ8CO-hi0-jyyL3XC{SOzc6v4heba3MqY~&8;qLbFuQYtqGDGqxrq`L00 zg6K5_M8*$n9TbYj7ZNf`4W7^??;0s-GfsncJJ(;6q2~W2kOnivBIK?MyVtE3?4~Wh zYnuC7YwR}M`s@qw0ZY1y*KzTcuTgNujL486K4C<3!VAe6XmikI{Bj5ze6H&%V0Mo> zdlen=KxW>`8nX=T0W0JZSIPSqdN|)X?tq=4DNrkvK2vu2p@@mN2lZ8c&VDzxwQ@f- zb*=#I7g9_=v1-*T(>3P%|FgmAze|_@t=x7dUN}6C(eaw_LCGTN493)x-f|W5xLQ+A zK78cP`fc|XY7E1eGZ;NzeiUzL{CG|>7Ke*=DRYXPpXi3qE%wOr7pq6KzIoM~w?2&( zvIqF1Eu&w@yGE1rh?6VF@JU$mr}y{67ZqtLMiemSAJS9QPoqtQl4MchHg$OqV87*X z0VAzbCSxfGEz>WsYlWT;m?Pmu(h<&xHm>!GT=C+?;pn!_MvcRvE!_r&hFcclspA%4 zN%=qgi%C2r|6dmYCGlRHLImGfoQaEXCoFzW3Z)jB+sNiIy57?kv$vEQMIuqd#jy4V zJNVOBTom0GMUXPZM9!1m$ze%;gb6RSbS7*n@ z3b*~~>N=QCa1RJ5lYUxfIVq7!l>*ouDe#r+sj8~V&vf?*2iUww@MnOd5B((34`K*(eO@H{_Az>3s9rch=;?~eu=|)|0INP(B0d{CQ-_uCQJb04gzcwj!yxA z#7uKbOWJoY!eO%!_}&*)RZ$yv9=UGBim#DQIisclLT5rQB`FZ^n2JkxiaAE?d{DsA}yszzh;qUmb4g7VMi?_6-07S`M+M(L@=I+MPCCws5%AOO zGp^n@ct`5t(Px0|*g7uh3@ZBO{#$hq0@P(U{mL2|=;pG8{=(qiCw~!rRKOcRFz404 zRYwZ0i;{eo-w?Rog5z}5;#i`2*Dmjf-mR!QjuKsF<&dQt2{2Jrc>H;qIYt`syNYrZ zdWM<0zHppg!oxcqJqtRq(;rss+m4=Te^iLO9Xnbdb5t7$B7C%0+DK^7d!Si*I`N{9 zB3G=xT9U*549YL}!8X;m$_ZcHF;{nC4IA*U?E!zfb6Fp-$P8mRq20Jhns({+7X`<4pggwqxE-pwES=LIO)L$ zK`zClao;0!@Qpu*f5x^F^Fz~T(09~Y9@lHrwHepcBV}j{Z_czm5_cm%@9|ZhmDefp zW%;pd68XwHZ2h)bb2wu@blzx~1G4+aXN<`d9P>BE(|<&Hlq5k`u-A)oKs@S3rY)qP zXGQ`0TAElV$P9ixX|zz+?Pb=bXq0X847kz#1NnDXh)pOpP^C$;4EemqZ*`c1<+%np z*uoC(?UQJR4agq9x-S%5)JT>mjSIxy2Z4?x=KOK)$;}-l-` zF*3b0ymIq@XJ~a!Eh!eA2u?)(i9=)yH^l?!z7kZOzF<_LFgVTaBMq0Z7aXSD0WlL0 zkz)R!j(OM}-L2gpm(raY*d+2hcY65euCEKPhS9@AS8byZ{SaTAkbOUa*S|N(VsbD~ z7c;{ysofN2%Z>4idFlYTkfuCoL<7wsDN!dY__T-gTuGZrN5lK8-nLx1`@>3fH!jW_ zUnCBa86A2d!v>^CgdYwIVzAU}Qbkl2MU0Gk3v!j4RAoz>u%iozl+5}(tiA!Bl0CbR zTygAU^`(^gJt_6X2y>V!sgSm>To8VLFl^>o(OXp>U<8@PRo}AnlJapujx+1uZG!{)DP5F~) z{xHovuTsBfTdlpt0NUq#CYjqfMF766S=%JNhMw?e>KvB6y8XK8TvAM|Uo&kNf%{KbkbkX)@Vcvu?e205w6SJmuwsu`S z!5v>NYq--7TTISo!ln*Sp1k5oqF^nUkLRiM6Tr?D%le57na*07hpn~nxKQGkPWRJ6 zd(sX>@+Z&`9WLs)b*EKZ^084&J_+`wxoFU3R^(3XuauR8;U1{_K*girqvDPBQccQc zS^RBvI(^b?lw7=5ynP*)Zw0AxPC-abJlVb>B2#C-rbw1C+WP`l81H*Z`Uy<`@8IMk zbPVk9JN;Vg%q!=KB_&Mb&D^0@fG~WF;}LA}$95E;*Q}14vHq);GCEWyrk2sKSqg3& z#G%4m+&Zn6&?vnaS8Hi!%@ZxAP~!AeQ4`I&d?Qo5q$rxIsUbLEnJR~W`{l3S{_KoU zIrC~UY2&@d%iB5)kADNLZ!tCX z510@q&hIydqwb_ex$pT&K#!bijt?!$F&+mbc|wg#*IU=j=Cz#8nHUy*P%4=TLFrcZ zGzrqLhpW!hiDrW(>|0&h5tP~I&3|751ubaZ_26nK$pe0h|Ao zyj-RH!>XJ6*Oiot)BU?JO~E46u3I)Kd&bvp?$bNKqs}mD%!ffB!4MGJ6)ZcgsVrS_ zS!ro|%3kBIl{_F(!06H2H91=Z#{U_afwlKU!pOWD{>oi3Np2pCm+yMXbefa53)~-2 zP4YQEeY2Vz?O6<`BHq2v)HWXm5GK=d`Yr(}oNb+DKUL(t0w>Nh4B68|J!~P8jVDg$ zfAjoRTh{#hf-t%+Rn+s?N@-fy-QBIbcMGYmfXW#yG)F*50PELs`td9+O5@jXM@PqX zLQkuEo92RdsY~Twts!!B0 zHoTyqK#FwMcF_1$_m`jd4g~B_&l4KEC6rU1>#c;+5HByKX~1QvP)?_={m;X%vRS)w z#^;wyGGojVdIY^$>f!|o$Es z|FHCJ*U>DcGY!GCdVs3!8y!WS#p!L|fRuzgAJ2)nd;0a7AAevKxyA=4phn;;S1dO- z_o9nS|IOB2|8YJyqyITQrl%-w)cvDqmR%@L|E!)H%)pNq`;g!qC;ITPlokbu+M73T z#`{`X-QM`qk5#jlo8g9eku6cY8{jq|TEe)r%0iw@W;=1cpx^ZMXRzkyRF~uEQC|=m zdB3nG7-~C1vyhO}#$-%@u+zEZcS(-l?;+@vOGWR?i-i!&Wg=ZXY;7Bbti-G*Rm|J}RQp8ZZ~62~b<1G&1B`$mLup({ zReIKnF2vA~=z`ZmoJJR%dqzh(;4tlj1g6O`pe#2Md`1&S%prKOE8%J@$!8wuv#f^W z07xZ5e1ROg_p1&0-%R+s#)OWiPYlIO?@qGCSaE$5YShdZA6~7B*0C#FF_^JuxfBXu zc)b|$o0+QH@2=wsw;i@ha`mM;PR4GIXt^xR@QSM=s7?C~#M?Dt=7UcOxW82zhF&(& zW>jSNf_uXDJeRU`|F&XdqSQrgAj%I-JrMG+S8bD+5w=`g@)sTzoZy3>E@rj~8XV_> zQKeI!i~xT(Uto}A_lPx3G!Yi1Vpz->t|PHnl{1$K0*ZKNzFN2b&Y=u3`G33vNi>I|Mh|6;ol+jsBp*&QDkv zbd#n1l)U!RD%quX4(RTS%g4xt77{v|fa!%7sEVU`P9UC8J=S57z*p#r19POP%pvj8 zxHwm@`l*S;ld3%mn>nVDctVwWAspMMa19-pod<++qdvAN;^JKK=eEj{aSdubM#7D*7zRgF!q2F%D36rf=i8x2&$gTbJ)=zA zgJKa<08IcPA+JVa3^QxoUnW*8W>er&{m>b0Sm;!PUQ=m!4o+4P>xAp)s%ZxSchy$T zLarBlV*OUx8Iu3}NQaR|4b6>mupcpc_0dD49K6Eyiu3=~-d?K!yip zN8C)!(zzEX#$p*SAg-P?@I(lB)za#lBpc&|PMlkk>EQ|vNxv+_n--|-FdRxzqi=&Lr9{}`=G1JJ3%>@RnZqaFqfjDA&n`Z?6+h-ncoXj4YZ*k3MkKGy+w?N z{St()dnwf2JrFsI-9Ep$Yo@V2kld=4=W3`Dk8y_;HvC>9j5~ipKu-~xJgb}bX#QlL z21W$33g+oy3uUM|>5%dpG=LQMjy4jp~c>xiSholP0eC;k8qHPx!|Nve#9X z*@?POL6m^A%DhGQsef?#F&|hrLZG-8TrvZ<2etphT@j84zAWsmh++$qE%fk`r8B2E zG^^8)j`zPyhB5;SY)Avg-q*;mTTLjjhNZH525vm+$P0ZOJ!BcLZdj0(K>(6nsI+y&^x~X%rcYgU#LW!p+R)kLSx|A@6n* zCEj{+TiHgUDDRhEws%Ia$y{l39oiF4Vt>xlkd6|S3wfp{wQ5@))H)bGKTRiq80`$g zry$ih^;icDw?{aUn&p%+^S)-My{J-$V;gm&*TA^uO4E#Atl4vRTg|p1is#y9AFG~)fQ7wi zP6`_1I;Bq4zm>wZu}Y$0qKEkL&^6ymL%JZkcv%fzUDpwv*Ri-9`cRmUyn4YBjs>$U zcHH@0+#E%Ncslw5@oX9V{uQ?Z{?U%!(KV_@BSWoUZVEt$I5xSx=h7ctZ)?lJ_pg6v zvn95M8EMIFQBByq5UmO33Hz3$&$cjk95|ExiNUP3+f}d z`LRkl$Ne89{V5ka?+pF;@^uJ{I4b5Ap_o!FPQZukY8Em{LE7arE7qzmfQL#&yigD_ zg@xGszSSu9D-_OZi~S~;S+#0)%F2mcaC2)mhEK%cwF+YZ^MB*rzw>}+L91o<%|>yH zV$H6LpBO9R1?}w{h!)(rPIYl`QPfai6^H{y#McYI$wK|KfwJc7vc6(T`u^n2-l8#Q9y*zj4NjbBts{hvnt;?=ye|j> z&g}AypBv_*8Y$m`oGum5fki)ig|wWRl|`zPebA>i0!rz0h_B1R?ISu3BcI6@qUyA! zOV<_cTDvzjr-8_+a0U=fjX(JcVpmwIH6SBLivozwmgTQqERjJX_q$h~1dT}x3<|oj z!sj+;Xj#myU%`~hh!ZNT#e0Z}oB-w!V01?LO8T<4EP5I-V@j~)A`Sq;6o`m#yDxGO+><^DKg~Z@LcSY?Q_aI< zJN8=s{kmAn3qx_M8b5DvF6K#2g4${FE zE3GXuzPpbP-$FL!{I8|13C>Yl;GB$J{NCr`w>u#8pB;L6x$Uy76@0M7CF-(wNUj&_ z21w-n?Nxo{E-Wl8y7$_^X655=RZ+`xp)((=SAX@)@`-!?Z%R4W05;;FNBB}7Iy$|Q z?tlI~{NVw|8#MvcsJWO{RuTLpb?SPqa*}ANZXVr@-n^j!QExggkyq*h1ZzmAtzpHO zGWqx#8SfIV%g%5g(GkyYm4BKR4jh$@OsbI&pN{(wcD0p5Drta-4kHijy;f?JrOVagGFUw82lpLf!{|v*D88cMzEhJ_SOqDi3~m#Ovpks>@YX!R$*l z2OA$$!Dw+<^gD0gmUDPhQ?6#qi}PJ~fUoYW;yV5uKB+6(Vdus_r5-_Fa#6wcZ(wj$ZPM`sWLIbddKIjn9}}xm6+fN z;5)-bZO%FZOP)u^5)Q2QtGMAE$?CLnL#CXRjS%sv4VLu_AW;+@Tz|Ac7)*U2B$zKU zAGK&=e-5&Wju>dh#5p!6hg;QyZOG0(zrtUKuf*SLF!S`62%KksKs0=d3p__S z;AXnevc(*u4FfK{gd6!#^{SCi4EYSE23mwmStLNgjEv#n1(>P3@&KZyJm3-3stsc3 zjP=m=N*5DwFQ?jDqVMK1XjyU9xi#FY>~FzgUOkkzqFLKx86 zt?SvjN+L$smd#?oZBMKWxAk2Lk?KUQUM^CB;Vv4*A-V04vg)e) z?GT&t6Eyt_Ho=c|mOOEw)|a}yn1*lfg7MzckB1^w2Ka zzTUV@eC1{J4U#EGRf&3^yL`}nQX!dE)Ez0|4UUvVQi6?*t9U)$(g=%X@*V*a`O>Q^ zpVc&&{=|Sv>XAT3o|)1~QKPuPOeWkrf6pQ5hvcd3rS6KVv?E6)OIU1ess}9Ej%}HJ z^5eBOb$-vWZk16TG!i>bMXUO@Fl)@;dOQS;ipLzAdTsL0Jr~yLz71AJ~p3Jj_#|`)JwDB26%ad7Jf7Qvo*y5{x z=F~knv#hU}GX3|<-LKbvg{VECe$4F0H#SUq_IwS_obk(~d*v2of(~=UHPzu*0|!ln zL5Zq2%qh*^`V19i2N5W;|7j@N{cCTeJ(lmK2D<+lq>x-K&&*@%yb9Db80Iah4`-h3 zOS2cfevGrdYW}bZA9yRk6l#{1?R7OJP?oZFnMOahdL&HlI-Z9f-@v5SQR=Y8yz6f! zrAmofT9(kKalFtG43p)v)#xm^7RhRl(tn2HVx+-1%$E(BapyynE8w57#+``E1 zpPNl(?jaxeGlDSo8foJ|JKtc7rxIi9psa#&Zb-|@{)r==uKBFAxzFHf%vn8&|7Jah ztJSnkl!~74{=WirGG;9NQn&3Vl(D2VGZioErt>m*&%r8%Q|;b z(x(v%yNVl&T}Ts=dFdIdulrQ6%M*FW0VGm1QY3w;Tf&KpxIjwsOEJEeSQ)VJKCW=A zY~*gTaFkWcUH*jKOp{9cy?f%k`O89Ng7lxU%P@;#m}`55ap1#V%H|E8EQXXNFQreS zR;`LL0$C^!$hfvrbSa}Q1mB3qLb=B!LoUB!H4rhZO;pkBM>U3) zOAmY$v(e7*;K)7(C7+qdebHb?Q#bZ2hKJG5t|WSxWn$8k^Ih*&a#h1O)|1b#Avkq* zE=TJ5f#ujD`a*9)LRSLnqU-bVw>V49b#^Pwr_bQKU_0$Z3QYVNyjGgb zncQ3#cq8)^;lRE!)2Inx@{AtP(`+f5KS;Ljh(^?N@@vnC0v!X9yH$XI_8|{Aq$1yy zppDA}0i*QSmq)|GP4+V;uj8QY{#sj;_jEpP{u4c3=Tc)aq$RZ905 zF|n4Ir^1uDRubi|zOCfxzac)PIvar^(_o|d@U9EGnMmuqLP$ciOd0LzcYohjo`dB_ zya%4ry7T5nZ8uxDklMWGZ+ys@(nQ<(LoNbF=+7`u2z~H3M!2I1WhoL@-v*o$TU0iV zqLm$=3!>iOZY7Wa`R>5;ze$#lS`K6Bp>7qe&Yc<0uR`N6dmqCyGkV>~l!Nok&QfJ0 zZv9r2-!EMOMxb;^wJ|%8Ge|*^LI7GOi*$%l++#sL@K@b3i!ntw0MwYxd0u6I^sFc419)sZ|(emzbFZ-DOpha3OWpo}MJd{S-aXUhrIu8G^*_9kxho(k9Ap|4Ft z`lWaYZBDBc!>;61dAD8~P;B)dk{7sEv7bHutBh7iH+b5gES=6z)v2^VI=Xeml~(V( zI@qL_8haWa*h>_bx_Rr>pDf{Be>W8$di6}#grKD^B(4duVm3R$T7(ju?%z!4(1I<< zw+~-^gybw&_Jc{ta1Z!M&M_2k7UEa%K1?N{P2{I(T6KjGFig#UZH%ZoUK*EJT}G;B zK&V|iYiBAPr(z~^QkvcBqSG^{i@->TSa4`Eq55WOqL2O5?VB~*JP9gx?upEyv|`$nHhKNd&^F(%XZad+OsPPyMJU^eRAD|%1v?e&FeNkC z{%%6qr}u}EQQ_Rem62T%1b=IJcg}PGDln3kwJH>T)K7o<)7xB)|b*uri)+lIb~r! znS(?{A}>zI(xt`|pXnL0-^W=gYlg;qs3Dd2lmT2jw-Y_2RlA$jN#11+^Q2=#6leSn z2X}MCUxfOJD(r5KOI&v);#vwaD}oy-xmshPx1evmN4YnOnalQo-%4}i9T)X)tQ+>A z#zz!U2ElF(?G1U%zHAv9I4Ce38EI^F7L4b^`~8M&D&9emf3oN`AU5Q^r1gpx;`Fhj zFR68c`2|Kew+=#+#qWZlmgCi5LsTk-3_VYl^N1WpOrqzid=!9neAX#?(S7#YlHsb8 zobNB_$Cn$|eY<=f+?p`*9gyN9TTr?B=C@yMEjhc`WqGh_V~^JI_;=Un@4q(4X?=UN zRsZd^f41a*=Y830T%7*)Oh5f|?mA`M0r`vI>|GGBT!(G|g4P#Gvs)HVHCsxjG|4{QiwIK3*)*v0 zfldd*mf%XLQnb^2u-5!JMnFtN8UQW2;dhBsGH2FVEwrv3!Z3Bgf)=N?^d#fTUq_i7 zYW#sx#@?c^2Jpp!HGW$1@!r{`*J^I05Th!8jbG9~nA8XF(_(zCP3TxZmku@J=kHrt z_GfO-+%8onT<(8@Bq?Z3)<4GiIP}H+aP@8NXdEc!prS^GJA#k%yV1Z3?^4pDA$1Y| z1e6E^QT(aG*WgRr&=s#l(|hzGXxr7!g;tEezNG1|&S?L^8;k(lvEJbkFHKKBup`E# zGjWlGA?pth{#vk-Tz01*jyTH7`$;2ZVo8Z>9B$pv=UOJNJnh3L_h^ciNh=ifl;4?gPhgMqWi7o1(UaFgRgk*sZ7U}4({LGn^kuwZ@n|0!3zn>k?NHU+$?gm8zaQHN#+Cw%b@!`RJ zoneX__KYZUg(O$|+PbqB1nZ}uq3(ma=@n+h!bm&djjWhc zHrQ9W%{k&s#>~JAqm^nOF*e47I;aF&mdpa^<>)|h$d^CFi7hGOd42b(cidKBB6jdE z#<}=LjthOV*3>dRc)7wM`3Ja8JCE`yU2V88nWhP222}IgQuB!-m=`7MNM^rC`1u)N zaW}&5L8X06?m~C9xXWT=T!*b_#K&8_`1Vr(h~Q*Raltx69FGu6C>DPeguOh2N=s>LxYvZK+gOkia2g59Tuj?=4pF<{ULWg^V`*YG$yOR<_Y6Faq3 z;F&DvB|Xso0LI+4v0>BLf0x6mj5@%eDV#~Ze~lEJ!U6yoFOwq`;_F^vrO-UQiOn@Y zDvOG*=&m7{VT*DM-Y?~Kd^BxPiTBnL$#Ob=Wt<=Q`MHt0xk z0TCC!KIFkQP0M_`$cfkpv)LdBcjBLy6iv~D@FLuaeyHXz_!n!xN^)-5l6P6nqN?vA z(&y44HKmiBi*K?y;>^LUEj)I-=#mH3eECC3S!+xtR7q93jl3+9fyBTZf>%MDx(%a( z;%(@=hxoKQV$ST+2qjm)iaZV5wU7)V$BSH;A7q9a>ztbO%k)Mrf8bOKZhBBd zI{u2N3KClFgdw5MK9+6HOAW-Nz9Iuul0jPYGYGxrNa;1Y{UBz`0(_Q;AG+PyER;fN z%SczZ&ZY!T6K(#9gLcG4mkqS}tm@0E@DX|`HFM&Cq3uM#vP2p>%E`{AsgS6T~@K#2KmUvpMc{nC$}787Xlmjp3ri4B!6FNN|)n)oYixzY|J;uvTrzHDr9@Ox3g z^`Fgz11@}!hBpr`5)ZTFH1F8)Ox+?X;%i5TwNdcLqYa>Os3DT;=Dt`&!e0Por4@f& z-&C!X5>14EOx@=5`g=)*R|v=0*rl69){6GK(?WENs)PW(P(CP59s2i(F>_ZMV&|_m zTxs7RzNHlZYJO-qj5KOK`)c*-IJ4Qb@1-2}o(7d0KB&xu|Lb(Wtzb!UIMr-E*_2n?ZzgrjKKgp46_^iHwDVtlkN)wV6K z2c@QO|1ndl2qH+dOh|753Ur`t^8_;b7EU38Ih1N$!gnW0GO;gS92YD7^drB8C99Io z7b#}ka6Y_zDY)WG?Rp7g-~dBbaTRC37f>x9-o7Y~QhYk*|NfDcyiJXhFI}Rd_+OWn zy@uT{hTqLQ5!g3OJfN1=LXx(S=Ao9L*?bFmZj3kgoeav&{U5EA%)c;*6S=T>0v{)z z#$5#0-D@~$r_K$~*{;&#*LLeJD2lAwLO7KHP(61_3VFb&c~BZ(9ZrN6c_-9CNygJz zXk^{g8Z!EBD|G)GWwL1Ee_`&;qms`5zWpOcwo*B5zLkJM>$4sQj= zi!D#mtx@y>wVkSp3F$yLf0Qdrng-?P@`j1y9^`3?%YCsE3IRGfEmlezq&o+VFNn0& zc1~nPpxFx1(#eTEWVgeb*?J<7s{c_($4Q00thsYghg(!81&L(O{RmaC!-6Svz`Jvj2{WZ!62v2_--jUjz+9t6C$De7*y3HyJVVR z)pjJSn#{qve=i++pSFPD-0|i}CP0N>{_(^u6?4;vCks(%&GFraTwMeaA!L0j#i7dm zb~YkrN$KaI@o~plZHM--^q@_9R;N{t3>}dMR*em;VxmvJai6rrD^W;TP`|R@WOXf4@jHxVf zRTMyYPQaG=Nfg?mmsAalFL;sJl_@fZ}`$L8cHCLJj>?;XdNbX@QsIWwv$VZukl5 zWrD+m!ekvPty43T;*ul&wV1^%EXx+(@R@#4ez@V%4VFiUQ zNBod5eG?VkYL~XIRp|2vJixMF=YV=@GHP54q;@AP-n}DsWErRxBl8oOA*?viP`)jQ zuVV@Czr@sosHK#^QpPPDLA-7dOY1gvBpbJRo{CExEWpyTy5k-n_!QYfG#VT#WVe); z&-d%G3%OWhHtp{&*5|!l|Kq_D|huf z^Jp$!L^s3zkjQ^@qblG+yJDxR?LFZ$>kp#-B~|q~vsxL#vyxwpKJGWIoGLW<S ziuaR=6T5=cUmny=e-s4*cq_m9y{ntDKWV9xq~ovUoiyaDixJqIlX-VPlYEr74rp-~ z+)_NqOs$$te0Es$OpCche7LQ}<_ePrkqb?tx+6jR`F1$jXo&2E*v;YWARRKV z)h>?ocRHn5K$OMrB0Tnv;l_5kga!gx{iF>o498B23xb(^q8 z!DY~>b?YK7AQGy2oEQBC-%}~-W2uKHx4rfmSsb{hYt2Wt)j0c#-t9op9`Q@HMznlz zaig)$^5ftl7ZYS))aO;cF#mP|+=*%gA{G3GXp@dT(9Xl%0i8*6Iav*rek#4oe$CG)Yu6<) ze!wt-l`*k3M^>!I8t%pWnH?2RCk)IIWzgyi%j~FiiTZj7E7nm{4?o6y{~f{`kObEa zu`phc6Rhr&=~X9;%3V?no=&HPH~Ev*;){Oswml(4>jx@_ zvY@st7PE!9;=Yd&RzoEi$(OIwiWvHHaDw}g~&><8rf?kyk2c{P5tB*IPx`8(C$Y# zJ?~*|kqH8~Ayv7e|A1Q!r%MzcJHaXBU+1!Y>Gne&m#MmLMajS~J46S4f#YAFiM{_1 zvov%Gb98=b1rK~n|Lto?^wUlH>gnVD>q`GdE52>&X6sVU7T^u29^~nel{PlK-!1 zyVOalUl=PGgeZF;o4!;v6>MLr)78iXChE3#@7~KlF|1SFfKTJUy=d_5m1c*hXNx4E zM-oqyYB8^Sz!#`}`s!=_;6Dm#k1t;RgI4@EDNNxXM0)qRrJ|!XUsHxKqbowq^Ia$v z%Q#}e;b6zGj8W?+Us8__4i2uDE)FYOKK`CkFZ><+7yq5~NAT$s2Xj(MHxO4RUAVfw zo$`i+SDM<0_8hP&XzL^$H1`3N^#WMX-u#ot{jvUj(lQupAHzZR{85T5V#`mGY_zG| zP8)GM){(vYC&0@trbpnxpG=+$=3@(1A2MOq9FSDno^}!~$u)rK++91LxE$G&jm0Y# z?X{C)7M1Il-n-CzG%V)!Fb`fg2We%+@}Xfyc47crH|6H{*nSnLI;@zJyICwdA+quV9Tw{$3>`>EwH$nR>)n(^}Dp zRlblOVH!lqJhxO>$j*YEob2KC&8~8kYp&SX>qpbHn??jTk<2$uK{bAf@oBJ$JP(WEq>euO`aG#xvY zowkRQTZ^CKE<5)Sf(c<=vo@Oc@BkJn>cVvx39hQmC))bdYWZq;J6%qPmE2DdjUAe> z;0mdmc(~*j!BwzxBLzBYzjj~p3WB}7GL#x)gs1DXHe!iGUK>=mau0dyeTZDSm5L%P z_oC^<`aA9`J!>Ni;>PAJywT^NgF~ig$!g(dr#uic9dxuA5z*~geZeP}Xi|SQ3YuZ| zZY2nyI6GX%(G)Abaep;Bc5$8qc3zp#z`ZyJp?k&q7nZ3~1G5eTrO zk!~d@{@Q?ujgrnZ2!W*J0f8*!VwINxWC;hS(27*Ms1pqo-~}<%N-^YS6jr*Y>4m3i z7_nbA&$cQ+*KtjwwweaJA-ZCZ&lK=MRL_;?o-*wh`q2*b%9|@62x9(%VmJa#r^)2D zvI6#lj>KDs?-8Z5F9TB~?$n2TEzRSf3!h)i{!AodTgtvDLg!Yhds_oariljo#0m4i1f zEY|ng)z&}qWJ%FEq$DcCzGm4+8gl%EVoiC(BFdq@NYtl>!YoN1rQ9b5e#0+}Z>Vpr z&br_Mjr1=zw@D2ST6bB@=anlTAs2}#cMsu0`QafU6`3v_q!!|k2z)qrZ;lrGFFt*7 z>JQzsGY>0;Medb|pTWnR6II*9kG$bf>|k~OgWDZ9Q+g^9`xv|CY(?I2uOIkQ#%c<^ zgwa*(PC6A?3ERnO9_C`WmxmyG%MhMypGp&txpVe1VM`y$iOS!#7rucPu;s3(sS5lW z^ZGn}rM%&I2%TsWg%Be>g+H@o_T{nul7;(21>BitxfGh(c?vsbLvnp#uY11Y;T=Zzc#Jmh85W`0>9c#3wl8b?d=TIJgee3PERsv3@jW;;F|01cu(G$$`yV#WFT@-cFCz;ys@hj~7x<3IessgR|YI@u1u zhPx`2AjjUv)Cw?-1(xwszKRMT$~*MvA!y7NtIt=2Qo+)gnZNc{^UjG6KY#ezW}5nT z^{s%QKXuBTiWd|_H*>*8r|jW3V}QMM3j6{u{s-6K(P`lCk@FCw`W{!yRd_?g$ClJa z|Him_eP3#mbY*3wlD?cMf4K$I$%(n};j6oC{MA*r_x7LG#)IEuT~Sd{?JNK&aCp4% z<}r{cf2^oYQPj4eZvX!Ms_66Izjhn_)KP!@YRVY>tYG(1;Q(MDOblHf*(6`}`<~pJ zrJOQ@ckEuZp2zbeYwQ2`?c%P?pWl3Gv;O-RfFko@Zhct;W4r;39E8Y^C0id3#i4KA zYSS*?KmlChau?lW?ujnB02uDb;KbQtrLt3=qQJ?*V0;{lRiUSw~&3yanRWg;sI z3wyBOO~yFiotlxVKy1d$nq}3oqtZl=??=!W2&5aFbiDqsT+#D9uHK~!Yl7h_b8_2$QDJ~`8H;bdz+4Le%GbkgQ3*o+GqQ_SblkZi9LD1F?R{* z`~!z+`!eHP?umO}hXZ$ow83+|bV)O+U=Q~Nkf*Mlq#L>JlDx!eL<$4kjyS}HcsIfj ziPA;(_enaI2F>2&cA7h|lXflAwSiseK`FKV(BYxQ1}kGP*#R@&v^vdJTfx1Rt)r07 z&~wB$>TrLpybDuIa!Mw5IN%H}LyFCxjD9Rp*T?#M(p-QXLtGr4jvqI9`2^O|!W+|` zQ(Vn3;|$h=A_KYtq_CcQ>v1(37)jLiH~GPY=QH|Pl!|g`HjUb%`^HkIfYYPrz4xJn z_wYqC`_jp$8Rp7POs~1H#>(sLT1hG~>xPM}>iumgt(_Lv0^&(Y_K*XLjZ$uh$*uXL zOGVdBFx6wfWe4#AhY0Gjt6bSSOQfb&kMNHAj&PpzBtP`V@KF^ z1Eg)k%VRAVvGLdw6<{+{F5QLt5O{fJh{!PIQFnO6(Rj zzAEKxE9Tk1PM_(^2vApek5D*?Kw>PHaf>A9!Z~kkbYGh}#;uxU8qqH*GZ%u>1;gJ~ zAb-)S9y44sF+XdTeqPbd=eIhI)f!0cXPUag75dkY^Tt;5nbm9qTyQJ|fe#4*B>vWb z;_M?{jKk*ndOUkky@|k&AgyJOdG39PMtUA&Ot0FVi8_yiqy?>32f4S>;**VDmx9|^ zjWU1t-~sMmG1k|nCfoJPhs3^@^v@UbbBEM%LwMJ zoAbMmUu_n&sHvg+LUK@aQ9W+>Qf-%)Vf7eI8Cap>JZCO5HyVn1lIWthD8BF~!w|#R zw4+?`84>Twf7Di>7~)9XD<5v+w}q)I3c*8@;yT4*bA8MJLAz~-`oZzYcBrJ@r>UNkUHPA(#kZjRCQ8VzRLcxCU>?J%w zDZLHX7QGcIQ|wB%MrC9Mvxrr3Jp_wON396mE!dt<^;u|tGq4s=U zstL~d`xFJE(nqP&Sv47244%< zxLIzyas;~NM1{o3Oodg!ItUFECwz#xF5PGqo;=Y$UA5_msPQ}Y!g_qw4zJhImY+P| zdX4zq>y8_o=JoZtH`vte6IqX)Kc<*;4cffJtoiP6E(&d?EmACDM!%&^>3R}D>#{n& z|F^upF)z2{%ON$D5Z~ZeiTgelc9;=dCV7Kj!j)011Hla$HM&B5%lP=+x{3iayUbe1 zI$w}Jn@S(8L^rge(G}E{H50vumCY?5FhmoR)HKZg5>z#_wDRe$f=#AHn>Nb0&Ms9@P$Q&>OR&R-ZaEKdi*CCJa z6>04dsZd5&Dvw35p5l?q&8h3ZvA=fBDAl6ZE>lA?)imcS*96#`sd`}%vfPst2SVir z;4ZQ{HGxvpxW{(hd#~g5ubqmTHn_XH*UxoWl6q6Gt^qdLv7`Te7J~2pO`Gihj#}sb z>pu9+zw3Pcns)Nd>3?w5eD!pBMa%Bd=iHRjemft!fq(7d_l=Lq?Hr5~aAa0iq_C@L zroM)XrFz{%+_2!q<(Vr}xd+GLu9=ZJV#@r_P|_gZcMtbXj+6AyjcUf5iX?jiX;Eyr z$GUUaNEZ8)Y00n)(^MMg;IXrJpS&u=dl3_pB6R;HO~E6PfSKHu>|2ogB~j7|={aZ8q~IQ;B7LkxBZS}F2b;Fyz1#sKDfPC3t`*#F8T=P z`&}J~Sz@4m99&fzRi;axxkuoL#+o_A#t-d2$MIyhp|#q+ouKXDK-W%fkb=cTiYjn= z=Q<0JnB$_)BZ_&R4ie}V_A*D=+3+XuMoSV&ZQG!Z_d!x*k7ujRLGF(reNF+wFv(1T zfaTMRyUJuyf67>-s z#R-bWoG!=z6Bm;*S59W#yPfgN!Rv`o-=uPY^b8cr9I(b65YNupvcHgb<>BTkyCwI; zGEX;oL`o2Q4Vk4W)6nM{>1R60^3Rys+tuhNK#!CBJHOagsV9gm7J~Zl7nEVhC3XQY zwr$22oRTjf^?|!}_KL!)sMqH4fhPXXxt`g}M5t z!uS#ChIe(Y@iwb(W*?Q`e|<2>%{ukDA^H@VUotqt)zBQA5Yd)0GU*C27mFVLE>eVT zEu44)cDv=M!KYY%i!a+pvT2+Hzx3L?n#?7*xMIaf7dHoXe$QNOt8M!p^>R8+MVtHZ z1=W_l+bHTi)H60oG#H%I2GbM*1BT6);2;R4t+arxl>0&nT~RIVM!3tkkXQ!r#8#~J zCRHzv8unG>yjMkf1)&f&^A~)Cqd-kFuYVSP7oHUF+Ln$&SJ+6Nt&?a~1XZ&y6A{CO z?DqQL;!pZP_=JkvqhND|!~sv9Tc*K%G%=}qXqP>_q8@Pq$|uy{krLm8 zBUfwA+7(3MK@4GfKDBROnsHH&UfX5Vo!il!ep47<)`*!y(qrCh$)}-fM z^(X2=2V&3W_2rJA3_rrlCC;p^;~48>x7SW|n8!Ol%}A|4-7hujK>R4GTAJ%HFOrb9 zbW00~J)*d%JPNLy5lC?<-fNM<$Mpo2OY47~_o}tAJxUtzu|N8|NaYI&P!y_*ru*kM znGAf{D59`2?0hD>a7ylYhC9KU+fOGZg;qe&k@6FuU*stZ*=iSyr`Ba~MZP@E?ux6nUc(6Sgk&Ss3UB5yIZJ;Ky=FA z`Q_fk#c1;qKMs;e$yYb0!O!g-V)pKwq-vPLSHmq zlWpOWa9V)42x&%g+rDyi`p4kPzcs%9EkkZr@rUnj z9)G@NSpAOZyZN<1V;NdwI?r~Bb4bXACtY~rB&)Bkb|9bn?U1+AejV<$Yo>@tFpFtt&~CtzwASn&=S)t z5Z%9mltptBu4?vAUNw!=FRaPm4z4Rc^4hWaqh;TPF^BEcJXFM4;#&X2LC_no%_THs zU?T#AzcO9R{eW2BF;*Q+=mO+8OOhS`wywpzlI7O4m#Z;ik)8$nQ@?GTQn*!rPRd)b zW^3N>RU|q#c^)p`Jl$>&$~MAPFpupsrw4A}@TWigo$~pTyNB-6AT8dQ>8)7$u|NrZ zY0}Lyg0kZ2K^Jpfch=~Eg(D}z!#PvSzth5uZm(FF+iI!fThwPGY&FSskeO)_?ujYD z?eA-6HO|GDng_@dYS8(xo;EWlQ}brvE;RyKNCf_}Nkt^`_lLpNRzGLy!R~)djd#uw zFZ~sLnOY00aZx)%wI|1+lQpU5KIV{%*xEGoe5oxN$9gNg<2uT;%?+PNEKgL42vwmaA(jHI^@1AYP;{BS>f|!mB z%6xdnbk0Y2>z+YF_fAu|zgsa3agM#aOQC{1gj&Ke5o+e|>!RqPmS@P0LCpz4%5bJ0 zhW~we`}56{Cd)GqlC1f^1P#TzkH(Fhnm5*Tn>2w`IJbcoIZ0|o-2Sbd3sk7R8q!Df z;O?8W=6Br$Qx0&=aFosHk=1<8=qKsOiZ9vaWYBY(xu|J#vb7A}wIImS3$|)|F?J9n zBJ?<0QqCSm>?ZFW!JDyfqKL8(J4UQ92cfPJ>^Ju&j7DPYlK2el&xhkC1{hf6;_%`% zHYYDf&5F;z#LLxl6dipPt}rm*1XV9K4_^Z2;udtqOX03JDefMM0f($Lob1#FX%o?8 zjp(xGc<+LE6Gcs14NkmS(Kj5B zab3~t$M-YZZh3~L1XnE<;$BcmZ#YQbj)Mgj(=NLrU*CRVx^FIN-mks7vDV1D&-(l-xHq(W*Zf8q+&My7J#Pnsz!i@in>u_va}1v8C(o43o=fcSX+(lxlk z*o4>NOEis4K9L!;nu9iv{~*m(R@t-|My@QWGi-tiK_9zdlKn+4H?>_c9x1M^l} z_eArPJ?hy|gi9rF7u_2;oVTQ$BdgOaQq)!ZP=CF9NJZ&-jwkP*oJSfGllrRBvCeIQ zB}R~Z)gJ0}PK|7RcCn?lLar`6#STi-F%0XC>rtiCaJxau*~{3XYP@K$&OLJ^<0A{a zIVV7|->mLPKX550^@BxH8=joSm|i?xC9y-lC_1xIzsu}5qJ^h=uT6wMyOChBZqBzv zAH(k4+?wO=Vfjdz%tlQDJ`j@=(hat^JS-HNVKk1$x{Mbs4sm z&(UWNBhpI_m);aFJ{l5cvX6#)of5REY7Gebe)FDLyo>BGIf)|Xn=QU*r}bg2drZ!( z;-vO**N4+s8`v-uk(b|N;omd{bY$b8L^|Lg*+sVOt#8c_Ia`kD^tS^WNwBm(amE5Q*eP`;0Em z-dO|j+#Nz(!&y(syiB%lyVz*tiE<^uyLUlRy9CvreQ&8<=e0((Cm4^!5UtK}32(ym zMIQY5Q;dzw0N3yW#mxp(vkfO-OKjR2h-p2QUEJUr#C?+6?Ok5<$`70PxZ>( zFMZ|VUHN}8f4b}DE9mmE82>9aAHU{X`5(%@{=*9K4Tou_jZ4#mA|M7o_GCKnv@+~%thP*6h8w97Jqyd3K3ZCrsEI)`^ z?ceD%M!&a$63h<{kGzs*qpS_f{X)bO*0{UxvdQ+ouGM4r+*#5lQ zeHF{@cY~l3V^d+POfXY(afQg_7`hrVrKZR2qioP_9HwMCc@%V#=PQipIYfgeLh0E{ zL|E1zu4J#%P(?^>k?7FJtRe}Rv-=f#PPL~(D1w5da2?-*K83}e3!uA)v?k1P{%;g2 zWqB;UO($vc0l{gE$G%llxKxL} z4_AOEPA(h<@LsFte2P%|0l+l0opyfLijemEyh?N_a>>Xg8axvw9#bN)N{qYx?63IwaI zT(<9|#+7PEpyZv6j07sRp?7wtp5>TK9)9f(zbM3D&48BrK5ngvu$X(CK-;qM!s#kb|3dK zJg73NT@g*J<(*9_yFMhcfta6=<^9srupmP7HlrV2xC=Drj9)4m!u;oS!mL+fe$ltw z0{kUJn@{?pT+dMaP*iVfT~%vfPCbQd$Lw$t-xoiPeF}r$pP*5_z(=c>XsoxcmXKVQ zgcZ+aO+Lk%s7OPcNC9(?T9>|bRRU9sZ-r875Ja@-4|O7%Y=XGn5qY5keH5Dzn9H`3 zbx=ZJMV?o1&u~0=9&GBVwgzP)po{E7o^34p@58lVosk9TJLP(e&+G$79Aa~Vtq1>x zwH@?QR9>xfL`N824Y(wV1#v?boI&%*)DGv+q`v%~g*HvWgS}j7iM0;bs(8rXV*+39 zb;whaK*P0FCu%Man0S+CU*K#-N>`)B+d=P4PvH)R`mdCCkxqH|*X)?@GuooYcqCaW z6KgP^olp*PwhepucXND3cG8K3<133&V&hJdyi;7&1T)j;+AE0r#^c? zc;j&xhSXzIYElv$^^gP8!?ZpGuD=6BS;OV@o@s?5vd3O^4!C0DfK{B5nYMP`OGCs? zXh|47r0w);p9{i&&!?K-QS$J{Dsx|5ZfhEKPV>l^Ih~)B24h>~_qlG&pgNiECvxXY zYl|XEyA$q1&4Y-E@gt2g}19>EmCG)q;E$4fyy=)}>L z8+Elx%Si4U5TV%|UN!codTVaU5^=#oIM80flj|aV+@jRx%Sdud$j6F!Cu0fO?cj8D zM`(K6!F2c$kpEi}uoKl&408eu9n6~YH;A`Di9O>$E zDzja++-u#<*eQ6rdj&k8!W=F0)B7~9y#B4Vp-AP90RA^yb@KX{&%=!MdceFKXq+x> z9WEMFHMSajDp?Xv#-`f@)}%7t%=5hSOfYgw&D#_Ah6dS*WLT!_<(mCn3TYd95uKUo zG0|}0Zq<%Z>sqD-0{wbAA#6cz3``BTa`Bf-V46d}dy=8)oe7yB;agvJmQmwTKlNVj z7zZt}QBzf8H)C8#waKn`!}EMOh%~cTt@3Nbi4oRDc;h&g>;{XGq;>dKTGe7Xs`Y4u zhxl)0AI-lHd>Wz9uvjnBbWN!Ssn4|i2>ZFRvSLA#wEK&Bj>%5dkd1AS=E;M=Juzj# zBqj*{5V4GFE*M{EZMkq=s{UdhAvGrKjScAbvB)gj3|3f*OVHk-_u=KYRFO-m4X911 z3+LNVo&g(f3gAV`Kq&`W<_nZjKxtgXRx;Fj9w!bGml1y4l}Z!O*F^Z^Z@y_t+9WpX z{z_QqOY2w675^-zuL7R_%}+!5JCMPp3;z% zPW%V5^s}5%YiB1@4O_ZGQq!pXEL~8V`%>qXLisrQf$uYU+pGw^3G45XH6!J%TK##`rwexd1zMiV zIbqJPp$UsI{3FaLA{703{h0WYG2n|ib%!xSUe7lz7Hg44Aqa7;B}W1X3^{E!lt(vU z<{W+Qs~XHJ;sd(kPyfbC#ZeYJvz};?xHsM!fM5u%<=&&fNT=rB7pDQRG$5PmpMzC$ z^62-)?atLOU!;$)%+>)|DH8z-(hQ7xsylc@=qr+dPiSt54UyBt3`H)Ng=N9!vcbi( z?m`6&<6k`iV@~Z__9F;bnGkhkDvY0P#RgcA1{H@B$If5kHM3RUT=Y5L*0FjvlGY2g zEwndSN(yA}l$q~rv|d>p*rbxOzh_dY=f7|t#)&p}B0t~mGuC{%wu1u~zYF7c!D=ku zfFojrO%V|%7T=)S#>bgD0BwJ24Q6cFEAlZ)vX21-ssWd-F1-T7!O!~W zcIN7FJ-Hcs;&!eBQ+_JKTaqurgF-)3(Q75vEIV2pJz3kK`i8v zv;jzJ-JHWd7NTqH!ZQrR>#r77G()}ja+SWBIO4&FoF~PcB#nZkau^}!`3|P5A#@Lb z*RoJASP2tf-d}S0S-=$%$;M6Q{riXwleo|pj9}dtHyh1?NB5}otmJ_ogadISi9P`G zJ=~@PUUP1d~wAFMEOz8i)v{UO}DY}|g%;y{^U#%l7IC_@2Os%D+57w4_2ra|X9 zlu$c%348e6z;8jxIfus0YgCY90xEtl*M1TTvb!H5Eh~wMF0!znChC18B7Ht9ODymy zx)%Wi2xetv_l!G0Te+sxj5bOBau=$mmBkLdy9=nluZqz&n-T3#Ac$k4L>j**%>;6{ zFM1Ily&!>ZJ%%_@deGMA)=IyrKY4DOVFFdSE2z!yrQj%QI&o&h0sreqLF`gglMB(~ z(pk$Du&yhZDTg2Z8xb25IA|*9#%WKRkkZ0RDmQtgN*8^Oy9!5H(_JRnm8!JQaL;hx z#Q_a`G`cRN3amUl#(*#eU*PK9@S8g9j9bq#Ku z_YqM+UfpBRJHN{TPYHpwqp=_+>n081O-NzYcu0qJ?RM@9{!04?~{L z&0h7>B)5*TtDQxDwVz_eW~Rd=LM=Ou7&l(#sK0_KVk{@TyWX79qN-@ZR%X5T$)+T) z;!dVXi6;-!BfqRp{_W6h<$5l6CkuO3%Y7q}19cqsuCPoa!GmA>T*bE*-(bB(W?Rzw z%#Y6?Klge28;|Ra&)qJOx!}bA(M09QI>l^#6X(bdO#@;wDI+zbqI025ZdPQ#Wu#h9 zb6ro&4;B6_HCtC(`BY~|C-u|pPqes>FeRPt#CggNj&(LOX?}AVGQBIr?*wTyqM9J* z*!i#y>#^rH(TS9&B-05io(k*b9dwN&LE=NKKk4@JaxhlLUKd`9SXj5B^qv% z<{LL428m|*H`-fyO5%eMKz*(YO`I8Mo*}bF^*z)c0TQm=i~h)r*+%N0Gu4>DbTevb zml8x%@vlG9W?V!5 zA3AqR{a2C>|0Yi2-<#!Mjej1!@M%NJ!umHTutxxAf&J~%e+x8uj^Hrd2mD}dJ1!MT z_%df4y7@fakL*IT#-^M4VA-qGChUk#QgSV3ioP-F6sY5X6dxjB0bX$Z6gQ~}uF#UQ z+HBMp?!jz}lYnn~5*u;e3o7#KecOA#-xN5&(5pc6_tAMrdx;~vwml!8QvhsA10;3C z=!kgwDBwmkEmFX#)EgigS0Pwg(uJTm?}*JSpdbPAn|G(9nNArYFpMR__$DEA)V4;= zMFc-|ez=t}cLD#|bFz=u@Z~>V8+G$aHcyOKgwoyXmI*eu)GLXgZUyyd)T%LxYeFCq*W=<_^1 zrAp%v+Tt z$^q_B>~V6r4?rmfH5?<$)1?_7Ra@|6R#73lUJzj(KxSoh%04`vH3gj`kCAIUn>VML zhoC5}321nF){bYCsrPr(>mp|@cPxQ*l?f045!3qM!JDfe_1h@f4AAC*bY+ZQUw?UYvLVOQ!E~imph%P`{fAt| z#qN!1v?YofM)5&ZMiG2&3)k&l8;LyLswrzOwVL2o=70W!kU0Wo?BbFSIFvUP-Gu}G z_qF@A18eazWlOqTb10J>HkfMSt?t~q#vC+L*8s64*6QB7B+iazny0+J(vE{(PGC%6 zD@0|vVonfhqwIWU2XdbsfH$Pnc5KOBIEK}a)O^f1`&4*FWj@1JHm)CQ+mfj7i%isC zK|ZKdF)tY*H`-h4c>B6eKcd)lYEt%C?|>}-z8t8f-jC8j6jl#Dxb7wG^YNW;Q8k-q z7zEKCy?S7bxiDgmRm%6Pn?-j-O!UN95!gw{i1VD}3X>CU4l({4638WXuKanYr$3CB>7CaWeK(IlWF zWsOYZ#N1COm>5a`2ia_NhVdw6yt|&Y{$P`+i1iF~xyCF+F*Twgj^xSPl`$vMVu0!- zM;t%Fr|e9$bMnyS*a+hl8Cl{b@L(!=pCG~ugx_Ek>FTr`tjpc-1#%%MF$nw3d*o6Z z7%jOjcVuY45R!^IhTSiu^j>6kxDusOjAl986wFbXsLavd*Q-z_6L~-{%rr)=IQlTw ztdKo9NP`NF(2((Z-u&YG2lhK5=i;Lv^2eb8GW;eu)20Q8t^5KudBKr;3ViV3>EgGO zi%9&8o?`b<#0VgIxu;0+|9bi zi`5wwB^~1YCz+!{T0(1Gs=IK7&inm9*<27}^CV-zb_u`Iq#@B_xsBI_WykCW?h7ZM z5kC%V>R_5M#Qvs+fLyg&YbF#Uf0X?6O3_cv4z^qZ-pde1~h8sZ`E zUGjdm)Fw##{LfkQbKU8B3af(MhTbRu8(Kx>7yRmSN|t=k(7O!WGCey5>TESa!4LC} zR15xZ-qfFE5%y^u^__ejZuRp$K+%cHeQ)9E^k3jc5@)#6hadry@5y7Rf3PYdZH(D070w&amEj-xCj@deB{&2*;H8km}e=Sf&}!yIoYcYP0*M)%`C zI`R9#yx>(b;`;}5PBTZ}A!!;cW{)Naf*%2as3@|WkYrb$UJ!Hy$-Tz@cGQ$^NM1(lZzyqXg)IC6R~M8_LValAHvgMwx9|{8N&Dxs|@{g9gF^xyOJ&5rbWos z3#|Fk_SItj%;TyK7m>|x3P0ZL9T*6pYgbQ|zlo+_y^7=q=%+%TkqLexz_(oS$Qv?|__8}kp2zYE^eK)be z$i&UlYE)3UHW_eV{IcV~e_8-)Yw=p#{#g%}tRV`Yy~!!mmqGy_vvifEI+#+WTzk$! zHe(s}Dv5y$m`?uuveJRf0=+7lvm-BBJyWI%^|;LKhtLvva~a2q4_1m`0wLPmo1Cpy zV_3xwyCV>oCoRj&5C*woTiYFuRGY#5-u_;~`lKXO5x+<(`*FIwFUS%S==UN1o@T8` zwO1EG#eF!n#Em2#J2D@%>2aM#NV@J0rFV%+=$eG(+S>H{;^8}H+G^u-^y=yWa@)b! z_D|_)Lusw|WF)6<7wo1V0cpEd#(rzVJ}N9IU}cNNw??tvbH##b3mhgLfZ_c8t zzBW|SYA!S&r8t1n@aP2PSO=gi(<6&?xnFMMenE6J?JF0Kf_0eIk#9E8^IUY@L*cUo z=uKur4pjMMgS>cfXraxd&quBZI_B6Wg+%u*v^hvc+U1)kjPH-Ui=}UBMLxU$kYUwV zLfDH_6Qj|NvO#sYqiKz^(0pVh(c1GVxNtm;xC_Iz9jd`6*Wx%=YuJ~^j6<#{y4}6i zw|GS=AF*>dF;O>Xte%~(9JB%q01!Up3eyfpn(47kNX9tLlrAF|@GC%Ne6GsT#EC2a zqGyS>3@$b$ha_JIWg>X!^ic=kEEq?A{5ZE#?x9ZGyU)vEQI&cM$nUG z{!nT)MAj-{o#NPSE4ULAAE|(hhy)e4soY)Vds7 z&|qHpR%w6*C9e<R3TFX|?v3TStE-lr|BD~i|1>CmUH-2@0e<+5KSkC58H=HUCj#!7U|%c#^J}K- z8TTu4#hHp{PNw=)X=LWyO0J1bv9+gxH~JJyG(tk3AaiZ!zqIPcoia_4f6tQDz4Irt z>fS~%ar;u8OuPG8B#{|Gi%YV%>JiG-PHpJ%W`?}ki^kBm;r#Y-uc^oZf9nqD?+IlB zZLN|u9q-9-W=4g3afR}N9qIA~3R)^qJUbOhFqY%4kPFo@BDZ)lTy{6l5MO=r$J(~A;yZl~3Y9B}F+5_@M z%HW|Q$+11OD5oA;B#66&mQ^6rFI|^kLYr70qwVLQLM)^{q`7gIlgeGICM)jwxYu$iE0KH z1rsj+nGM@ha(9z&4+V=Ft-07y$~F~0e?mn;RTQPL@}BD;!Ohk34mu@rMRfSa+n8M_ z63@NygzV>TAKB?-dbkOQqJN$u-}%Ft9A8d|t2qTIXH*+H!Neo_ci!g4JEs}kb@-kB;MaUVBel76=?09mxhKZ^sSzdt)Fhdx&9!GA@^CP%3{9)iu0Tus)ZhT* zXOhRr_E~1R?!G+K2w^AlGu7fd?uprBIzX#)q5}3X%PTkq_k@zsetVO+=}~`f+_={; z^%zOEpwt*w)%Aulu5XFzp|I7SMT~>ULs}yhfv*c+($oP(KUJ?=1{;8A<}UkHD&muQ zQCpx_T=Q;wktF#glz<_{M1V76 zfsN@USbGI=x$%6^3*PDDhv|}XP*FBCG1Bz1wIQu4!pk7z$%fT-syyK*?oFMy}($*%{mHS7yh zCs70+Kfg?z<_&|kHB;eIyFSA{b|VkhLwR=MbX&J$@$|~aF90wpn>wf6_{5ImEO@^W zrIM0EMBDwH_hmC!Na-Vo=$ts5~b_XU94IEgBg2%kR}G!!%S{>wTp z!@Ob(M%aa+Pj_lQ9WMa>qIn9QPq^9~_XdnkCAn1%vne(yXLe@r48ql7FA;fb`F^|C z!|9QVGas9!hU~f{d7AyC?=v=tOsaV0+?e(qC6q|a9`^%z1WHc+J*r_~u{zmn#1r8^ zBYSD6NTkQ#v9zQRK&6Fn0z`eZA97Y9hwI1wUbc@xTl7ZuE$g+7D+yaAiUzV~IoT%w zSf=*p2@p}F@(GLMDLjs?HEtecFoTxXtSD4-<1{s2fP(N3_-TCgtBwCUSeh9BfGGb5 zo5t5IssHamjsKsxO#e^pYu);z$E|wt_r#AcrI3{8F4e6f){7+83FzwEZ4S5}LbNxm ztJxOS26$WBf$O5v#E!fH5s)Lso^g^IlM`Jg0h$9{GYW|8Y@!C^&_p2Cx)}w$B@3)O z75CrIO7~={hTSA_h6bNAl1~N~z*fyc^h!^`$`>yWvUk;O(#VU5={`jBpCE9AfjCh= z=--8w`syk^{gl8w{;hHi>J8_uxiBicGpWv|T#>VW4OZWg;}nP4tK$s?=Fzc$_E0(A zaHCjr1h@=5po&eK5GvJ^DIH;!S^9ULy{0m4QXEYksFuD5xVmE?t#lqx-OoMF_ivv6 zj@fKH8o(@?WSc%R?=}D_M1Bv$;#nd!^MK$tMOxYvPW4>{8#3@^&0HsRX09jtL(dW68jjEB{%`7>7n z{ugs^8kOY!uZ_2-+70HmwoOjExg0a6oGVK$Ma_Apa2AJ5aX``bZl{T}u3)=^-gq}sZ&1Szf;r{QMMV@&Nx|X(86I=JGC^GAQ zNAjhxMHi#}H;(#6+B1(P!sY2nsg8ecJ{O_bcM}f}Wj}b)^&T;m6WNB0ZnE8|zou zmwJLbnZTGBp1U{@mF9c$q{05wpPM~h{%!`FR)nMnh^ycIJaN{)o!(oQv1*g5D^vjpvv1fcx#eSl6<-OGf1)d^qKyz*BEM zxYR#gtv=dhM!W5f7z;@GPw$!?Ub8*EU)zUO9)O&)a~Z>(37ri!Ju6P&LPs>wqNsBg=o4 zgt|a7xkauHPT56f~eWxkA|b zrWBv~baAfhOZG;w_*+DHUPfj;?!K2fBcQ%aAw%aNkb_;Unh#TxWUQLtIluQLYHm(E zFl}hL;{~`+co+@K=0m5qCZ*Dxye(3IP8#DR>^?2;Ha!fl&(t>7vT?wTZy*u)Y^jQY zc-aZhV0p$#vA^YdaNClQxtoB$s9NXqx9Jhe+qwX~oa6QMj`^XDu?W9uSU#;iqXmlC zFYahIqr2B9HksDpj&Vsgsrx;>S|;-VpKl^CuzVLoxIyTWStx-oK3Vc8FZ zn=^Pi3wN#F$78hO5Zh^k@EeU0euk$R`D2Yy^qXFlN=6l4z!i*aP$^i81e{v~#J12} zUovGnjp4yADm=tImCu3))*s)m-7%Z?DZn$aG~7+(K$A}SL|AGm5qm*}ef-G+a*4FU zw{La&)jF98$Lm9TsvdRlcZ6us-qj%Xw}vsa%mCRlp}NXbT5oCK+oQymw~&Ef0Q+ka zc4_-#gSTOyt%q&S;#o8B8W8ZoJ}tOX4{p0Rxy!8^nhusEQeMS|j_b1lIseg@I2ur( z7+Q}Vb22d2-9Uut47smP!|4#u%*y!YK{sx=Bwx$qPMw!cYS>qSdzy~!`K=P*74ew( zSy4WjRU9!$0`uayhH~!7Vk*fUgX?AX*2OTPVfl(FI(Vbid|)vi-=%S?a5ZUv`PPv7 zSwPL1;ZP9%A6sm{pT+-}t8lsczjh@5^P1^#!rRsa(syylGmU4WU+f$L@4W0Kg8Q`}6RhALe=Bqh7iSQZWpAyprhb`BuXI4)$o&-Iq zQ>!c$kDz4$3w+nSAhtf>Z(r){WTM9xXvj6dRsY2tRi_(pvpJmi{?@Ru`2t41T|$ksamUcogeen(607Q$9OsBMJg*)FfU9 zvKxR*E*H{tEH1Y*BO%i_^?nB_3gnE5I5h;7@7vP@tduwt-b2-)P7MYc6HkDsu?J9? zQA1;`TVo^_mLRytKG)-1xeM5v((Vog0^Bl6W~v57Phl*3Qy&Rg%;9IA&DH2z$J%jzVl}a&F9$QJ|iE ze7wK8N+<#DJF~nS!}UOalY4T#X10@b?SsknQosI__P;1>j{O1)dV5Tdh^i$Dw3{G8f`-Y~WryhRw^K?6R(3%isX19RPLa zInP;71+Isrz_+EY)vht=NSoC~D?lv)giYe1apkP3{MB5#*M#x}n_7!`w)l81CtD%h z^I+fmswH*{%X+Pxi}_XYHKt{XPS+^DLi0J8C-7+tv=R+4s`uv;;0`S z15G!fWB4s`>~vt8f*%d84GWh$KLMCL5)gAQflU6xIb6|w9rJ|`P$squMBdC`eLvN?F-dZdgqbE^Yqk*^Z(Clb^chSqycle$)A>wQ7EA&^ zg=ZmluJn|%a){NH$1x?;5+ObOu{P~3BT_UeP4D<)qJ6OZl$D%tdr6^bO>4ycOyd9? zQ~4~udj`m+m$rHe$ZpSM_~E63GJZ?7UG!An+JMG`Wrt`)^FTW z0CteWgy!QF+%~N~Juq;X}Yz8YOy%c^6ldGmQ zs@kpx8gIq|ZUxvE-2RU2;n}J^^RB^A8#;%gSFk;1kgh9h`m~|M!gWqKuivjm72n2b z1kL8>;b;ls>1u$+UvTQV+V#9Gc3`a>rqQbyS1A#m{=(~u2c$r3Kb%bNE9}y2i-b{B zpH~-~fYUD5WAO>12tUGB0s|i@kSN0j>Ly*yBvcaxb}9WU!Phnh3N|=VGn?}Xwm?na zm?D&z_nhfk%OBa@)!saFu2>1k3|2&I(h4wW+UlO8JSVejd~UeA?OKSf4w{b;zp5JH|>|Zi`OB4(BcQ za@;`=G$|^%>hs(K=G%?OYiG+iw~~BJJAfRlZh2>==(jb(8|z=cnF3}YAb@!yzy^nJ z1t=TIcVT$bqn3`^iIK7XF^R+15#nR-v-0XxFqGL% zqs$+s_4f=OjXZye{g^G>vH$V^g91+QKlYdW*90g36ehaka_WCVIp5D_l&DyL9i1!RhS)`U&SvntG$Xe`K@5vsh@#J%HskhA={W!<7y>#NT zd@XW9vlg-V>TKA0mk|SmwV7Zq8#|m5(;7_Y<7I!$mfCNA+9T`6&Gox^ij2Gk+Rb&# zM)yW)@0tOSgjaWFUg5X&^gylcJ_HCD^MmtzGf(?uD=0yq*6FyMnP_~RTU_wO`>B3J zsx{{-FoR~%Bg6OPSmkOh418}y>ANUO9K3#N10=Qv#CbsC&`<+SKVUHc(PhPPr>tvY ziH#H@uj!PyE&1@Nc%y25lDpf@Ms$LEW6g`{B0di&@|LEnJ_~UmcsD8uicU;8;r4## zyA}B#U*jXY$$CIaUhz{Pn?Sft0`8-7N1199E!~^Wjbnf*V5m+K6Dw#oA3(QIRQf6`6bkrBAU-gy}K$p|-StT>~+#S5H2w$8O> z!kPZx#jIMW&}yfYN(-SSUJug^EO8pQzPrrDcXRNal*%<=4@gY+k1# zH8wPxrxFM_x9j6VQ_cp-Xki?#-;yXD8qtOLx>B~Oa_YH@2&r%&cp8%KySub08xa>; zxM1d$?UycUZfognLYNEgA-t~e5p5A_6vgJNjk}k5K#NEK&;iNX9Do>qG7OE! zyzqnAx$?Pk#%6%+h#yhHD_7C&HA(k-aH>{!E(ORgV#&+XR+9khEszod%f9}jJ6o5% z=DABw@sa@)lY8F!G49Q_ z#+>YQ6LYq+G#`i{ODTl$f_<;CNj>fOJG6FAdKlke(AR(G>&A z20gSJ2xoSl7pcvTAK0PIVTO~f#7ScGD z60{v`Tv_0X2_1x1&y?^0SIh*P97fC?yQ3zixjTUDD6m4!mMT43tc@~N|9M65OU1tP zP0lyg-ACflC*Q$K>vf(T^bu_V1#qkE%I0l#>G@0W;L&-u)}+OyO5Rs3FL&Fy_qdYH zx=yj@0379iRAG2_9MUgV;?Y{aq$tCTLiDRW>3=0Z#4SzXElO3S)Rjvsk8mqI;5bz& zX((e2Jf~%vIwfQ@YY<=CbMHLBc7=|0o(}S=+)k-5$Rn)1V#VTDyX4;khL(4`ej|^I^#5`^^ zF!FJLV_$lN&Ghr|Qg^iA>!;p|5+1mP8~Y}lIhET)W8oA=O5U@Y_OXi$+pO8SZL0?R z6~c`B)IJII@ndrtY2Q4a;!AXlryb5thz}T;6M|Bv(=>EVP6A4@Zh!LZPHz59Wy}P! zJ;SQ{qIr+CE`hr52c3w#-h z!i_Rb&(yFy;$C`mINbBg$&dh6<-&3Q#~e~SPqk+&avbRA&M~OO&dJemX-6V2Kttaa zgkO8yD(alwKIew*dkib^_u2F}mitCrP5=zkT$hnp?{BR#tEcuF7^eUN`>#s;;Q;v- zZQ?1nk?k zc$g51Nz`}~4wz{4d2tFU+V9u4rkcWE1&9lRc@OIN0oGbwv|JVpsx+KWjh^pSR_F-P zoJ-My7d!iw@)von_(;k~NxhnE#cf?yY-pcwu#8>C3x&XVL+IGkw{|_XiR)i(^Z?lRYNP&gdNxqVh5ft-7@A%Mwl4bY{$*2=jB9)G%;`tJc4*=DBdBIu$^D z<&I(Eqj0`bWlwx_t9Kjc#xpWkL%@#pupmSW9?TTL2f(15t2f^T%Jg|*lu$>b;2lrh& z&FzohOK#mgK{g((pZO)->a^9*f>@7t?(^Sk*mGg-`%5_nR~oTh&wXl_TTQ{RmjPl{ zCG)Jfebm^zvHYOiDGye;&y&41QTy(B=B!6*z#eCZM7nZeG0uFDQB^3F;H`GHHom}! z(cxN4=jBlofp9@@p7hR#&5DW#0l``y=SsFtpx|EHW0S`7uOx8Q-?A1d#RmHe<%Hfb zwan*v@@f+nwQKUK6Mx}P10wEIZT{4tYzh18SpYi^$6wNY348g?0LZiCi~Z93uh!0BwJ)|_U~p-Nbti57|-A->HQjiZY)@>`B_ zwaZVqrvTQqjxISTguf$yKnt$#(A@IhKE> z=TKCT>E_s(dV0XKdY$Q8eWGF?r6+X;^Tegqc%W#+{Q8<`TGx_(OEvQ>4lSL=&*=|D zPi=QkBP=YOVA4t~t*6r}Wx|ZLmm^s(e?1gZm3boiz505x(M!mcUks5_3|pDsuG`sN z{`r@mf8gl+ed_Pu?Qc-}#VMG$_9p3`S8wb{r8w8LrpUe$k3nPMlzyZ}suu=QEP3h} z0!=lEMOXVUP5qMN+czE(Y-yiSmc`v_@fx?VtK9j-U7iy|rvZAIz0?#UxP|xRFb| z5XAK3Es&6}!4(sbUPo)hZ$VocEhR{)eUm}Y(e=n;ze`|{pf+BvXVl~(?&wJcLel35 zv(ilz#495D;@aV}xdo!gC=!d!ot=!@o}>=gRZT#1I&3N|Ier4J?Soq8HrE>T# zzP)B!nN;vX()6$-!8rtES zGJ`T-(@b!Boj8{lI6q5NgQR)9ADZy}EqGpO50<;`p=72Y1F4b*6?~gd zaIspa>{{YY`-i*pDiJZ~lS#vJV-Y7;0%#KJ;MqCZ9lr`w5+)q*Io z0B4Pm(lV~(e59dRZgr(i1iI6S6MI(#iNE4F9BYZA=^S?!=K6%Ae$B(>6($S#X@=ji z#p2SR9e#o7Q`n3`d;?`9njiF~3!ZQ`lB-V(=6;a0eN_Y{i!ro5TDsihrHtoJwm7Qx4e<-VjPho*&DvT?onPG)L?ZTXs;04?1mwUNV)fAEvQps`34$x|IJRp~0rggUVPsy3w(J1RQL7PO4{1F(g7PZ=+Y zV1>?}scaP;z1eXYp>$`&QE)u%x%-hNO4xzEwdgkH5GL0d#n48@U!X=_aPW}4m`Uu5 zGW|V_-tE5^OhLnzD5cgs-UB}aR+r**-o{apmBwB={Q+2tr4{_8mJ51nWfsM__G*P6 zm|s%uCG(OyBB_9j&Bq1U--Q_dqMu_EX-9@!-lI##i<^eb2DkgcGXwvSId(tq!ar5( zem$^L`0uin9p3Lg{zGf;8>=J#)Bzlun%Q#j-=5^-tC@QeiS#kXFI9)8|MA~;Klq2l z(;XUj?*2o#{m0Y${)sDV|NHGfzSnQDhCl2m3F2@u5Ss|NcKH4JYh)T*5Buz-yv3+? zsAPY&>l30Sd5;%Kc|9`GOqOxW)t2mBq343tg6ywxP3<+VxlxTIfBRfB{_-TxaWOxcRr5R*1M0q444Q*@r(5uK;%ipR-enbr6-kf{jU)*i7VDge#kP$u&Gu24VE-*+Qfi zt3eGkMc;_Awx$0OhCP1JR91ZaR_Q^PBCIpnyCC9W#ncS#l+Hl9z@^F+?SNS|m8o^A z`|x!G^T@RvBC`&WEi5p&MozvS;;iW)fxoxweqGvGsvYOQ#CPnKI}T9Z&TeT7We z*nS1!?(wJ|*S})u7&4u8PF71HMxy8S5<+P%2spp%$U?JHqd|?UafhmL+59TpD&kLM z{sI@s8mk(2gKaxvGZOWc@hHpi&zOsXm8Hj6#WcT{ri)Ed9S&I8UqFs^WtnKqnv=t; zr==#CnA~};09h2K93Al$F6-f5#r1zGbLC;~O2G+4k;SDIrx1rLKC;lcQWT`s1~Ew1 zUrT&_kMdA?J=O<-0IBSC!n&rAyjf#m)fJmga9f>$AxlL4r1SV?GCJL>8geU|8TM#p zm~G!}=S5e$IZQ{@9$SDnVJUZH3t#h3$QpXyCMKtcp)z+>S}Aqz>V4-Fg2?d)Q-OeDrtYaLtn)SsG)r)@<{4p#+m?^nu$)qALhch3dUJR z?%sx`3R)2?o73ovIs=dHGMCadL%>gs0?LqMf?+{J<)Op#(Oa^|;c;$$1O$#)MXK;* zVXZ(-n~zK^7Ilfzlr@SY_I9Tvty1*Mk_%QSJrBKhw+>C;V)&7e8xwWnh&w2fxj~4? zKyTYFKvwQp9fpI7N4f2yIAayFM3Iv2A;ppc16Q(p_W~SY_rcj}Se?>#GqsFE49x`U26;^GEp8W%N(%mtW)!uq8OU_47{PEC^PC?1ob#w z;#1@=`fHjY?$c^B%gLOzl)x{w!Wk3<0jlD<;n2SN0^oghOxvK~YV>NCNibi1<5DH* zUq`r^6x-pfDRV#fb3n1MpdmE4K;bkzNoVz|;@aivk|p#x#2_>9HOh3tvPDCyNE9p4 zbfKR;`A*lhS1xlN@18#sQ`%?`W7Jg79Me=?)BwJSg-e3=M<1pSAfzGfE%!J+m91sQ zQR6|zb_>TQYqs+k=H$UWQ?(G6fl*}zDf7^9H#{bZVnaBQ2Q$o{ zboPrzq;C@K_=Q@VYXO#O)K&9ILF((VA@eXUhT+NEhsZ)=!rU<-NPs`+ zSt!xi`%&{FftR*Bd4DSV6I?KVtRRXx<`n3`OO(Dt0 z(3tvt0B5}#6(9P{!?+o5$EVvIPgTx!uHj#4Owe*%+}$ae`P1I3qu+8710j|RHo^&+ zo`tALlgbLgrSp*-LbKmVV!G}jZsMe?1p)bRat*h})opU>A4O^2P^Qw$4ka_PVPrzd zqXrMId+iVQoM9#q@nwX5SN<+-5v0f~Wc zaBV_%x!A~X=R9oxzEQRSnZUHA_dMa3T`cA|*dYdZ2VZ2i87GtC9ZKV_R>KH>8=^!s zZpKIt$C1}9wzxlYY(o8V3kS46=i0pIU-nL_U1b=0eARJRuw8_oTcEZZQ1f-IziJld1K5@(ar3 zfu|X(_fLDKvlNblpV(<8w`|=Ry+^az%;*lGTdQ>ew_6z>^sZ2Gz|hczRcrcNMP~8- zL=@tVpQz}qE>rOwmK)lNw`2*6{Ki9CuAv>U^<+_j2gQO<4@-_@Z>txhAt-~zqRUXR zq~!!6tU#1zR8O_0mmyAzj_k*A@xDc7beF@U!;(;`1i?nB-GO?DF*9T4_!WYBabacY z;pdZUrfiFv=bWR608^%|*o@@eeOj=#dH`%zIQ!*UnQ}C=NB|Fo`}3-AURhJxSKeOz9h9P!o#E?Pf8(g6gD27Y%+c4iiq_7Rm}ZFbap^& z*R9XZilrTg7G`JK|3Ij#*-}Gsj1z)59|JH*)HTn2+wcdIe;o3 zPv_Lo==2afF*rYQ5D4<;zdaW3%2rhw3N@fM9T(#BtNG0LYsIn$9k#8i%)sKNeJt`w zjM<4ct2O-IMo#pDAn=#|4D& z1r8GcV?y(3f{fiPH0s8=u~L=suf^FsvS=!N69cDGhLUy`*%jHyWH@M@1)$9S|2t6T zKcXv}W9oF)_6w}n|0vo^XfOVcFT7*N*}Zvvr`0Q|jG&??p6Yom4m)ga0@%#v_VVdp zK6%(HpExm)@Z%^;5=v6e<*C|frl?&bPwqPH(F;~ws7CD;sySlw zkh0G>3ER|5~1yIHQ-vL|x zI`p+MFwGcGP?-5;-6ZA_b+)&%YGLK%1|=>@!2v%2ORZF5%EN*QT~{WWF!3=0+G zj2$BMIW0bjZgT9G$fs!xi)Tb1bd=X4oTX(C-f+%>Jxq60ExTk+*7egJN~;xD?vWH> zxO7(~A_lD8Z+Nl|SFvg357ilXAUMo1GV&#uUkVYOF2qI`A_aRHoZ*$^pXX}EORu92 z$GHo+ZPh=G{f^P|L_vZo;7aTJhOh~p#Q0PzB`)#AtN`w?vv&O3>k4Jshg+|JQ8NsB zUYIsjfjY0%K0Z3SGw4e>M#jy?m`{4?DyuaHYteB-L73mk1;~h{Y+G&50a-)4kWjGp zN}nCo+D5(%Qob6^sdm^KSdSW<4Y+Vns9~m{f5EQB3S`nVyisznj(b3ciK3`d z>Dd{H24`L}^1L=3fQz_^%3WdPGX>d;qUUmo?I7}&@-Vmkq9eE#+!yi^lJ{@{anO(M zbtb^PyLMb$jc}^-sWM5yNV9y;cSOZLFF4aO1SYG8qbUOu`UK;t{szQJuKX=c)6TeJ z?no)j_3ton<-@xxAwU%8Vh`cD4=~_oA zMx35d_77%nKgV#34v}c0B(JQn2aorS@K)qH1v(b*ZLce)5A#+4s-fTzxQ2g{_mc7J z8C3kMr7eTQF{_#LtK4_D5lc$Z3qI#Z(WYkis>6PZx-gYDCx_NImJ-~(SG}b4sDUdM z!WGy4o(zS1l*oRZfOU?ZJ;)v6HCm=@)y3$1yFn)PjfD!7r11_|!vaYia7a&j^y*#T zu0id_ai`Qx0*J`ab2S)9PqMi4VrN8Pu=tyZ0}mX_a#r>q`NOfab4h5=uv#+ z8Xt2h#e~+$6B+n^n&wmAlu=R+C38no^kI&5r8Dlq1u?Nt!fG}8>FgVozcE=)>|XI# z5mJ&sv#U`a%6&n`TQ2Mclj`AHwN4?hL@U{N*`;&q-1F5O5cs5 z2t2v1%DN~0?pGLHy4hkCe=K9h#Xh-a{A%0ucFXq@@7FdH=@wb8PZN6P-q?q`3I~R} zQ#mFE13Ut$!WGPR2hiALREcfSTD?Wwlw!nX@`7ldzZY6lPok_ zOLJ_MeRK(oKQdXvln9m!yitrbRJ;y#BRu;H9^Cym#{iOGuOz!SbBrfNjeO`;VUVe9 z=21Un%j)>~=w$k>{Y2)f7eR6BHr*|EMMsTZ6IAexLpc^c4-HwYn7SP#tJ$_C7&ORhiP1Z(bQM98NpnPZxhR zG~0e&9q!jVJ)^wtxL1;}y7hOO>K95OCt!j7GiTj{xTp zaNQ$!=1?xfN-SaVdqE0XFvGYpOro)Vl7=*s|{77h1v8+P4Q@~gq@+)1u| z&e4yJNn%#s$>uiWHKzMUVd!eUKLY6U>1U$yF)J6>EZsD*?}s2*03oTf_lvXSAmqb`sM`gVfMtRN~!8Ga~JSi|MW~ zUM(ewY8;8M5Of$M1iTXDf95|FMSeLl+1&Y;H3P&_lHYWJ=V6| zD?A~a{i_8DDUh0|KC2z8jw?knk2SrsPrT%xQ-JE1eF4!QyegX(^>elBBTzUi=Ga1L z;~!v5`D<$>LpkI^m8*{u5j6EL4s7LQsN-VpBY=Otz;Yogj+@>jqqOr~f)r1j5Z_!Q zh0V#mgdC41f~;4HX`9i{E{$mu*TSA$&9fpCL^(CCRft-of;yEt7BMdwo7Qk3Llg}1 zKieZ3lJe+R$b-@okn`J4b>GLIV5LZ&^8)yHEQw?H1X3t^($OoqNks zo(rclBEh%nD&&3XjH;pP%z@uaRWtAHjhK)8wot`#s>`xXMQ(I0B(U@^*^#Hi370W+ z-fNrlV||%g@+Skn^ZK^wso%`VH$6qMI;|HSl{(J=M2)PRyl;J>Bm~|z7BjzL@b{~u zv=`lUAv3BKNgP|(lI4EFaOZ682ko(G9;&xAQ|=JS$%|8dzjI(B#@ccLcU0i%qvWN8 zK0nfZLnDdUj!i~LiZjvNyWaHar_Q=L-JJDCm-_fgG zU6K$972hgq#$W%62wic6Psmv5k1kcBjw+xqoN!-`PxXhph*nKV8uFL%H3Mrlv|&c^ zR4U8k<7z57xJ2nYW4zN?fSK)$D=}-6D4CVUVjPN1)EV! znWZ7F)V*56(okay(9`fs;KFb7T%b)yDFwP$uG)34nb$?FiVkGx?vNL3siAJcWRbrz z{%ki~p?t7bA2j5ROGQwmf$dsVHIV{ zc${S^nD~Yg?(}cFsC~5x#VRU+pNwUXVqt0c5 zHl__ZwmM*srA!XkYZ6_q-}IzWu=oaS!JLs<@gZnc2mW`C!3m-xpME!GX|G7P`YBQ; z9L2a}GfdAb-Os^;v#j`~=qohJo#5Jh(WU*l3j|K(kBG&Xb!vAWhr}8^JVG@!BQIQ9 zYuzX>!@Q%QDBFoY01qcP6NfzMohJ-h0G>)$54U=7ALIO+yQaPb5?Wp4J7rUj56(nr7-@|HNFdg5B3z(1SK+cjP9hP zlNu>E*Nn}aQ_Y&owh@8;`s_0<#mh1NC3QnePul&Q+1mouS&5kjgyF& zT`8RC4T{A+q2CpQO!-dZSVL2@j!Y0Z(wd$~)pwq!@mtHU2_M9KrLyyaHc(qXJk5D1 za=pmZDyY-(#O(1BB}nNM87%R1s5&p>FSjFgG}my5QVgc`y zryl-yE_BJDb3^-#b!q2mbZ?R{;;I4@<69%muUTzE)@uxP-*qr8?vCdWGFu`W!cH#f zjPCYJjyB`(q_Isp6lm-y`p#wL^?)l5vQRE2v+$X{M83aSjVo6Y{wimI@|$0*ZggZ5 z*eN8=87eDoeKUD@bkrrBwUk(bV}sbWshkPB>Ulhp<2^t}MW$*s%YlSnN{+~(Fj?{Y zD53BT?w1%LK*JoJ5b4))yuS@3cN}RPE`@nuP0mbixG|!xL^J*858gI#5#UahIfh%= za;I?DMX#fepgBMNv=;HHfwO7Ng|QB+?c>egZd>|Q8$F~@OFH~<_Sjuq4STFz zXQZqHG0uiz>lhNfbW}MSHWh3YcfE`hbL0FN3`W`EB^=XhmP@wSs(|n-7fed*z>?NR zsnF^^2(9LMycl%Nw*!OY&(?X1@`;?1(Wv@`kCm$zG{;VJ_faN5lmt>gRr2L+viMJ# zD{#YBl}L`Q?zUwSQf=PE4A{4n;Ksr;hs4`yo=o$vYa7mW%(WsfmUJ6k0TmhPg59bs zzZz8xRI{^Y*~j)HMWkd&P6P^R>}A_xmMc3iA@mH*5sZ7`rca>b(&0xJ9$86I${!1j zcgi8xmi-9p3K!PIT}RaEY6uwf4#6cR9HZVx4^4h;halnC#^TzGs#|(~x&`;9>IiRF zb8eKQt)@Z1ik72Ba>UAYIylyS;CXJIaY^ETEc(b(ruBD^Dvq==8~MP7gnAE)%txDT zB|9Ku=g(x)prVpgackg$k|r*H{ScSWOrSwZ?s!v3P4@=Yp^l5yhgO|JZoe>@7-0Vm zBiuD3P7QUgr}dOwM96!~*R^1ROrMK_KrEhSaSA11K9XG)$d$BF@81sLzFS_7{_)?yR*|;nV8`|qpSB%i?+X9N zwtoK!GAr!+axczs_l_h+qhDH4MAy+TUqF4wZlvgLoj7q(s|{VS)%EpvS(SUh{Fw4Z zuXg;^63e~UYZE|TNwQ-uSV*23Irzkgn{I2ategAE)#`PqtQ(4!Pn1)PG^{9wk?X$xsn;chOe|?;F3(y_Z z6=U|?c*3+L<9|Qw+N-en;ey94@mhxPpJo3@| zyai7KafL^3YK16Ps*!6%`Y*`Y{)h2CAGU4a5Rjy?YrH@W08)(w2 zxwUswV1=Iz1sfi|u3Jx@s41_nW<@JUJA4BxAL0y^)}FEM{<~wqPQP`+(X$Ey_7^x} zdthq;7j9@5VSqh|oHZ=9)87I6_@V-o&7Rnrbh~$r>@Hq_p98l35EM80Y;fZM>qGD> zNQ=e%>X?I8BaGqea-|4qe5}o$e9wz!5aRUbV7ePY)cQ?;Vi%H{L2QM1l*`LxX86QDzgL528F6ba427(RQexJ<1E%l z%gx3gIf-ARz@|}Ez$cj|8nX|ZFK7H@Dm!nm(*ELvY;9=Ae5OWx8n+xZEqhc= z?Mn}6t~#jq8e0qlxV!js(KzG=(u4-0Yujeh3#Hd?VPoVt+%8~R5kNd`2SP5x8W|=P3c$!Ud!S+azT(G!@wCJZCqo`w(8b2f(bVq6UHrCs-GZSuAdExvD)Kn-zu9Ic zIWRXN<}tGIM*dGL+N)jZZy%~F$=2TJum>&WFWsaGn{B()9I)Xl0B+rQ+s33-W7KA% zDGLiBl}kyQ15g7S5```_JJWMoMmZYs?ToDWROJI;UD|_xW~N}kI?$Pj2;J6KKBVv> zv-77`gO->{L=D9BGiU0rMfi4roG8UQl#uZQEq+ozp8z`eshm-xXTA`f!7=F_%{<^o zr>|W~nWmRapN#F5c)yEM!j@SkIXfiX0mZ^Qu-!v*firgsJBhr*&`aJRy1hebf9jyb zjXHjTIsHvp!<~%YH{hu0VER>0-^+3FWrLJ5zVR|WD;)t#>Jz#VG}>e4!(t6coe1bPRN>&Dyy$z)|lLL5V^T?u!3 z0d2}I?qVfIe@R#a94tPO&t}?tVivgm0B0Rm)3bFECl}n<9>3om^HkWa?m&&51fH)= z%UDC7{?(H#DY^1~ia*?|=RqFnU28`{-~D+2%4{{NOfNv8!5PRgAyvRtY9&zSv9C)V zLl9WNquCcF_jc5@`MfQC_sJ7_HLeXzc)ebzo&&hHN3dJs7!uWg?E7a9u9?}Y82_46 zwP50Mk*P#1uI5LCWqM*DB_&oR>j8z&MOiL~77)4@?C36M<)|@=SD7M)5pxcu%Ug#? zB=QdNfo^}2G!TY<08;&}>vuu1qQ{eK?d{XMS5%eGV$=+guc&Xf1>GUj?QRB9LlWaR%b&IsSWSq*yx$5* zNhy{kDjta{5`cLc1i#Tb+tpI@?;`5^)ZhLa*o^;^A@Sz?YW?Re8KmQzS_-}feH$iVWQN2sdwlA2D zt?UQ8q;J~TWc<8y=S@e)XU$N$4I!GROd^qRgu%y;_qny+t5^hHAVXgN#M`%TM_yjv z%b`|gUbC>EFA(ey`j?elIEy|(Q0$<)qx3O@eVr%5{dj=07YlrDmPbv-OhYu>Fr(8 zz9r(0kPz`3U-G~iKFR;_Qr>r9UO()0O6r*Q6T_v~W^S!9g5>$A`7{2yoW0ftpYyHuqXE`}Nn;WYY@xrB*Nhrn%YFuUf{aTQL zD?2}2{)K95ihHlHKSdi#vnE7wPRz{AHN~dN;E8~{x?u%b4SGmt-T+; zED+?J0TozgDjI)&tTp)L#fv}sSj9G#?Q0`e_kcHJ6%-VdL)%#C)93>2*mI zf7)wdtTrGuFE_W>D~5TRT4{?Jf!noxC#LKQy%UzNZ_E{jt70Q&yLt}V8XXsK>4&pA zR0!du4RfG6Tk(da@so0|!(pO7lPt8)XvUn!}d034NxT5Z{=8MiVHsCA8GMOkf7 z`?bcj^UOEPAUA+9Fxvd~OJpbom@tnnOPm&SQKI@AX%`J@o_CmmpB+HHbW-(kcaYs1 zpIA{br4!gu;O`Fs%gQOXTqh6y3UbCivq$t79d>*LIU_N{*Sf|enP$%Ea6TS(ht;xA_co(cXY|9?&bsDSef0%iJ7_d#wU75B<*qDwjdB}=4ZbKCgDp-NW*mLVu z2FkfloOJ9Oiu>gM+(xW>mfFI1NJt`NJnbOhma~rz|R0g+);>@=IIt9 z$8@Oz^1*a@IE!__@0cBTVq<8#5Kt%xM`CIUoFD1}Btd&xM^eRV{=$K$s+A^eBOSfU zG^FwGL@TntFE{d2$%k*j^^q~DXz6viutVaX=UGy(jjt+o>dXXO+M=WMhOrF;%7=Ij zVZ!RRQsjg&qda2h6pW{5K`RV5{C*>%G8d8(CM^?y9uHC03J4Gt@dRTr>9IPiLRAnxKj|Cf7I0yp?HfJw~!^XPo(+mC_}(kdD(jxMwWRMJrGw zd#)BZebdI2=YGpWUf-DKT9r8{S*0gvtwklT_c<_N2%VZ`b6G%|fFDgh0F}_+oOJ+2 z)*z$i#cog6E;1EYVq&8u84>gNSC!VVRm3o%W0>w=9|@?igjsD?)@*-)ILMk;J9-gO zT7PnNmnq|s$tJZzqOG{zfJ21Jv$;Hyx5) zkUTZ&f6!AkthZcJkukHBhi7zSb|k&-M$%i^i*b!#Vzc)z_dI!J)?Y46_()n%#0Rb2 zeos*0ijTZ?u4nUE7hi8#J~CmQe(z0VMZs1ZztC6JV-~g`1*Frq4$v?0uA(y47fu>@ z;)_q}s*#Zie`hYsx9EpHOOXPLkM7|+ zR!wqs(f7GUY)h5} zxo}ilu^<83 zu(YOo?$M7k9(@@jUi?(e#POnQ2V3kK4Q&QkltikE?T^aOgj-dmP8y$V4xww?Xy21d zHT)8rP(OIZ?Zvy;GlToquA1n2)4(sjrLj?W^!eF!304QDyM@;5bWMJ5x+ZC$FDYTh zI81e1kwu~JL}{DO%o(c_`CcF1Hg~JTFdA2PJdv+)iosFqXp>nz5GpYxOOHHSF8AUg<6#*gJC8UDXpVpAW6WZ+ZB`wcGVscwMUEKQ|6`RN1L8r=_&s#RcqW5ymn<&c8=%btreLaCeKn!uJE*6 z^*Zh_TJYHaY~K4R^X#SLdd^WvV&m0ymw5Jh+Z~E*f=^S5b~v$#c9lLN-8(d(MTwK7 zRr3mm-CMxYAv(g_X@C0kX;F*U>!k*BhojF9wzB^8xxoE_zdx(~laqI3#_CTn>rCcy z+Jfc1^JS(#zhG9WWapWuTi5Wre*S&2P}+qBi_6|6XvP?3&Uxy-_miK!JvCThLKT@a z*=O&moyI?IB-Q~`1MX|{h3NxKKr~;oe5<1RXHuf4-VY& z*G|$=s*XKG?*v$4B7<_LI{gdQ#XZ|uA-OMqvR6P!RW)#(@ws0sq`Eojg{flMgj#7A{~p*ihi*)OB&0@NI6dFTaaEQdEdm^y6Z7 z`pK7FTeZ3D1oA(5o7QOOJu0Y;xSQnKj%Vh^lQz#xjnl4jxqXbUmN@xlPpkW&tV(~7 zuJN6l%V(Au{1drQw2EGb>@@Fub<45AoaW=F&PaW_?8hH(i{yXV%OO79w!vCOS-IK;430KtWo0n|sJH?+|2=SiH-xhf z_Kzj5X!>#GN@~uhY&z@I`>Wji5tTDV>wtQ4UcP#zBdH!C?QAyvWoV7?;^M`Z+#Qtl zGOUB5V`746VG{Pj3l^^&IoZ0wKKHFgq=db(kj0{ZKK}Xc*_rQ`t-ABuZ@(>#6XECA zSa9C%+51I)wG6qI=a-koJbPCE!1ajxdMt+L7Z)xQWZc_#RcEp`(p!DXo=z1C*sSRL z&cN=USEZce7Zt72sHmt&ac~iWlRP=>9&yd z0&?H=kB(o8Y0f!o@7JAdQjovPw(&`>5fHdxrd@K(>wkVgxQ3D1to8_t7&S1^Y`dbO zqOPRpp?q}_o~k(YsHL>4C;R~Bd2O1WmTTCx<$DHwI2+aK>H5#BP&ioxbRIqm#Ah6R zKjINJ+eKz8$9Qi8PE z$Q!x}f2nR-zo2Yt)C1MxX~$7%M-45(SZfMC)qS!O?At}GyNSJY2i+NS;oN+DzE-ztJ?ChsY_&c>3U z=at{eQeoq1WcdmF26tGb@D45Sl>0w;o(Z?E9(CAzK83Hj>A2OeZuuAYO%6|e=`&vw zG?`d0ZsNIoaf9E?tb`P+eaoDoj0{axbj7H4^wqkmfLlGeE5~+^O*z}&k(+(I(y%gM z=IW@py3j9AeqCN&Bd!?{aO7_4do^0C+J5uN{7q6{uEm7gKU>^jTRpX@=8f=hW{-Pl zSI1_4o$!aLVLk3}W&c>)?HzhNXPuOjY>2Vx%=F@mBfBn$dy43tJXvkKqNaM|>zb%j zDte>i-X8btlI)hesmll`KfZ4x^)!xt$m?<2uz0HHOtt53+o8JR@CVmDMT#}<-}4L_ zd@pv~`@*QPxys#EoKvoL@zb(~Bk}Tev#c{&qK}=z9&8gU(P&*~Cdsm5;NI#uJH^mX z-AqrXjUjgNn>$y`Y%UV^tO#kexO&|=>{Q(QR*AIwP!*r|lX<**xVz&5*b*WF`W{Zt z*1S7QJ8T`FV9y=IT(nQ+Ew(tk{myYF%dBeo-`088*s} z;4aYgzQP$-!Tb7+ovQGgzJnqepQ8508F$bA+_Gp#%cX`DGcj2W*%jN>hU&5gsw>?v|2_+A|Sm*(ogtcT7Ot;<`+N>yq-vv#kD+Qg^Nt&(tM z@@El~I^9@lOTU8SyEj5Q|FV1^x5*v5F!R-hO}$M!N0}_Edu&5&Keo9Himsp}&<`bXYMh50&HkB*w1$ksh$ZxTFtW0{AlXFA`3sJXYnk++`7?<-eNoE3Zi zM2Kyf^9;;8QXX4WidgqL@7^M7QYWIgyz&*>bEp2pKBFGx6*bPK_m1V=x*p(k)bV6y zWJQ~LRGq0L&3~D*Y?pmqx3gMoMdg->N6xNA+iScJ1lXVCcJG@s0QM4zb%~5q?XI%h z*YvXbX$arwo6?fJWPTq1ewTc=#^M0y!ve(2A@dX6H$D@W1nHiBg+BXYH_KDns;7`dPc5Z|0(r*kK~Ya@RdNKL-dS+LbPAi-~QWr82yi_R(o&kEn_fT?l58`srl`_`)oO*kqn zZ@F-LuE2KIeEd_3w($WQ8=D}LF^9zZ$CiEsG*RmZGTV%Mj%^$tEXeVe&lfH3m>P-a z2&0>S+`d4K=Tu!vka3<{5UsPLV@uJS1g$%nt!^r>{J2ewxuhJUJ*EaS#mf2;;v)T( z0=CwiWdBE~kIQi#{!j|Gq-$W81IJg@rB$u-$&S+<3a-5gak&w%PSc{IL_8-)?jQjK z79(}?c+ZT|e!Fr-N7CNG;Zaxj++gu9Pi>pF+BQ8MJ=fCo)HYyjpovD?w|DOr3EjCL zzw?b?o9aGFVOhP_!2A94%GBO{vokZv1s`<}AN#`icmA;sp)>sZQgSLp9~BoDE6UA` zR4ap;c{ja#)FY~O3h6(p$CFXQWeEF$+*CYmVw-Dz z5{OdNeauG1rtygt5;M2oht!_4y?*Un zTWlZq9c7PH$|1^mwiR_-DTO}Q`o7)v{r8PdrhT=^VepKXE&Sn!!zS&)=Ku=2?kIAl zz5JBjm%?ALVjJ#6LsOGZ|J3G}`ueY1DSG+xTDb)qyyrYTyu7^rp`rY!6L9C-x0h<9 zRNUqK=S&s)9DjLj6)PLtnb&pI1>SSk<>L*OQ3;vDMrT``nY~G=Iw7W zb>TSB<}rMWd_sqlH2nn4*e&68xRj=ixM2{jF80udiJ9@XKOSv4`LG=HOR zp>nI;#;vuHVC9dXqhG#!8AwC?5&#MxKG_#A5Te7v$vu;#c zQ6cOX0g*TTt)wC5g73dK1NNrYqYxZ~5>_2?w$)Y4?Z!`u1jh2#54f=Jc6rDv zZdDbn+}1h_F1Gag8i6wUy?gf@i`M9J-dO#w@rw)boEj^Ab8jE7tZbf4ZMwONe(t$6 z!g4pd+2sx$P?@+T(R%yIlP62Nl@1*Wl4$dI{G8GL<(LDD8as>Z$Zgajfi#+kiEyR- z-1Lz+b!BD$FuUwhR`fRH2-#Eq#r58m_74a!FS)(RKRn!s>s0fzv}rKt8ku%221n~q zEOtG7T){75X=YY}&)tUo@v7&>jT?+t8|(vb-n_}wEAX1>YCcn$T$9_*&TY>}c}EQn zUhg{cR*~^mkz2@5mRYjd|Mu;lF}cs)rJ9&1D4?W!9VKt_DSyfiRPVN^r(QFYqQ{^A z)*1P)DQ|!0k4XOF%8CH8m5Mo6UL_eO{YBzOrauWu95``o!_{Y{zb>FMc$!wVNJDx;ZrZC|x&Rk6hJ|6G?8O5t`s zF){6@HVvjeL15#*40R@D{eJ>CmYu}d7#0Zt{W0BS3GJI+iGEb4$rHYL9)&z8Q znMs}dd^dFb@;c*3xf6?v*O4`v)-=GZ(KRW>S5=FcfH8N?efaRTXva|7{Ra=s$NC#c zq1G9+^`AFF$@uj9V(!&fUu+_e1!W+pI3OT^S4v9%(4d24R}9VA-yKOt(qhS3vj6yg z{&|nw-1M2O{&cz-v#T`y_=`oIPS{3{EzWhNh~P155z@sHO7PG+q@|^aBEza6A=`H} ze#;Tpp2>YjQQKt{hVC7>hbiZ)i+)?eX7;)LcjlK)KRSwF=n#ok{VqA--m?>;u1vF@ z=B&r-(q9%dpu>mWq(mvMg8pNUq3{n3+)`9j#JXzLrh&$c06EXegGid0)eHXll z)zxVx-ZR=`*ul_)?zFcbvwC~~@<>m$qN%BAZUon?{D1E~Hy!^k4iZXX&-MS_>-|5t zKK}c)|F`1;HfQc6o*5BWMi-d%(va<3PK|xil&KS)&wW^e(yOBd$ z)z{ux~UUL4s1->V!xNIq8L-SI9UXqy_@;!3`sZR0`#!?osC;kD;P<)b*Yoo8q);vm=1-~FW%q2Aa{73?c=%;ek&?1<*^bvsaca5u zxidHcq0q`2J52QKCnJKX&R@Is&^WJA@=@`7hl6=;qg#Z9)i9rCbF(x45fQc_AHW(? z2bwbJ&^p2FY$_Ho#})VyJ2)il1R*B^k04ha1)AwnztD>rUbM@-gCBI) zXqmUyx4(R`?!kAI*42m&oyC5%h0E3+w6KWflyulb7DvOg(+|v$psHe2VoVCWsIEkV zK2hvDs`i|6Uef@mfdR#ls{h!clxWQ*cQ&V=C|-%b-kKgN=4R#Q7GY;+7d`Q6xmEq6 zd*-c#jgD_4#=&bJY?d+xNX2t>N56n$j*<@5V=hxdC+ z%gX$*MM@xinj`4@Q>k0Ah(%A;3T8nnEvl@nyb-bh&vUDsA-9^;G;x=8O+2+f<&7IJ z0X)H7sZ>VF#^|ORS3R~=Z^*QdTF$X6-lLJ^ArFt-asP#saHiYH$4$7=`M`?gAavov zg*9p>VA05sup;eT%-~o=*>ea*gOapMKNe5HUW|UOwQRsDi}WH0k(t zaCt+BC+CC2ixD!gY6QjtW+`9P!K*7bmU%B3Y5)Ba+1jJEQWT1{=C8kAXm+YT#Hfqf zJ(#QMHrC(6!1uDnC1H^1sATdY0P!5@LYaXq{i{|@0P8TozK@^tS~P~0+36Ft6kAyG zP{zr(dx3B(Qxz9b)PCH2;O6IZ$13H4Kp495`xU&tyuaG0itpj%M?D*XeBQ!}5E4d9 z|Beza9C@x|Ndv0kYu9$!HS29vkL+jMB+I@qCx7C@2K{U&D_0_!r&bl>Ae8f+x9lC~ zLD~5L>XhM6qN1W(?F_P3I(bnNQ z;fYV}TKFqvhE-iBCc2|&KzD9C@Lfrmw;j*szNjIm(C6m5qrB(+2dD_BB_#)!EM4j! zdnl|7$eIBlBs%*DbzR|5`?my`*oO)#GZ3)ZL&O}xr-ZCzY%LLyrU4h%nbEo;RH{1! zD1`|nuvQQ-479?-Q-umA3yy}oaAdnVO)af0aAE|(uR_cdA3vT<03ZLu!iBE8#Sk?M zJss3hdh?2is1y7c-E-EXO_md0vi#tIBgf%P!~f>?XIovFV8ud4ZcS zotYpGR2u9uRdBNmjL<`;R+v*NP}zzeETaxFLXzr)U?ixe1fx%clNLBlu1&@O8~u_f`4yCsSH9i9C<%30V-1!y$2K9xo%sF3{Tfo~N)XlS*Gr2auz{5u8X9T^VmUu&k7Y@4 zn4u|)+?TsDbJN4dWj`X~32fVT8#{^Q_tz1-=eddP+qP|+b5~IKP0%=34;k@&k>Gcf zxa)+N06HV6RYAcnf5IYU$B9=*;^O>RC=R)#zC&FQ4Jsr^Ei5>Ao362I%tNEBD%L1O zre>_bV*dTuom+&24#CUypo1*h+?lbapo)UCgT_`hi9wPP70i0z3-k8E3mG9Oyv~0$ zn-?m*e_SaSfV!%fbpwih)ezC5-Aj-f-I1Tknq%K#`Wpd#=~mTSdvJ+~w#Vt|T^%<> zgy&cRD8xhd0iGuWWA^04?=cX`SXrJuyx~ON7(ATu$XJx+#F#et_!4m zHpQ^LGs040JYOdA)sQFT?tNBvT8;^iOumb;nNZWIKqKR0%pSA0HhgQeH5^l^HE4NPBh;kP{?f(n#Cg zUoQ#L>kGVLAOkT`JbnqcEQ00tH1KSH{rebI%uFbFC;hVH$B%1=ws}s1A?4^M*^~X- z(^nx8nE^Wb(`dR}eT^AO9!PVnoSgk+O5*jfx)t{C*Eik1eYyIuNkLvS|mT9SM;$A$TV zMV@dP>vk@n+;#Kt^vsKx&&c72n+F4c_y4?bvY~{^1m;6KR9;N1M#Is4a@de~DqV7pf+MTl%Gv404?l(zqk;= zwu}z?LL=2!mcSUvh8637xmz~;<%=Ho!o^t3*f`b#ynv4VaDrw8ZVGkXR7GgU$9At-!-`m4%y%Q7?;>buT-Ck4--} zWNKCWFocYI;TdFvc^btA)Te1?^~U-0=;lgLKEMIn$htx1+@pCAdEE|n5tWIebtZxL z@84JMc1Ls+vZpNrqYsugvvwG)h(mF;0$CiCc4ri+j;*fUrDQXo07*rh9?Cf`1G&NM zNVuaw^kt11r;>J6zJGC*Y??p&jc3feCHKQy@ z492i% ziJF(KCN%{C=nr~SR8$!Eu5$Skwzq>MTes2Pjf8=X+YV1oYA*Bo@{Q73prx)|^8kNI z_$bX-)ik4=^v93QKfDeh6IV*73-}Rkl*@DEZD%CO$FdDZb5Dpf#-Y)w@kv5|TS37A z`ZE%5vEv>_{Dy!a6jrWtif)kYl(3vr@=+}nk0$HfQ?-BQ^M$CWs9o^c06HKat2>@K z!$6JV9~O4X=#_KbQNF=~x%~QpvCcc96w2EFmOLGlIV2tK5(wco{z*vJ==9~~Trzr% zPi+O{lL*6J$l%HCnj~EnC#R9quQ@3W+2>%tU?9}$3;{DU+CyCMWt#IQ+@gJ<+G|kCV@}YXt=byKL$YKY#I}2n+*EQ7?;&Z&dea4c8aGxI}bu`kedDDhG>vbWZBGH%bzycoj6AJ+4*XXBS-EK3prE?5h6r_RpwYcM!;eE z>COZBk}D{ZA3o&{t2I2a3b@H7Yk(-}Cw-K}IB0Mrf2XM9BcDA6RYuDU_+uRK4+;z? zX><6*3DyFoeLFmy6E}b7&6~qZSXgL?^~zW=G8{i331Bh!7u{G#50^Sa!b-a5lncOA zlEWmDIYHgcr;9gMK~m}rL_nGYdApg6Bf__mi_23``v(y`o%(7I;eI*?fC37wZvKP1 zv_|=8Lh2)+E6306zhcF*#Z?pLnw6b>I|_Fi%Ju6n-hXyUoPU6Dhp!pq>+{V2e$M9) z>g7NF5r2sj`2P|6`Tt4E_W$BdJ6ycs=eI7b++t#!V6)vqTGfD#LQ{?i&8=!n;?tqC z8TfYMSGV0Uj?2~xKI(EQ7pptB8;kjm*ZHMis}~YZqMtp}!+xt^rXvi>fHN?D{iEdQ z&GkF>PL2O+Yrdv_pt{15+VIZNK?OIqMb^cr$OM6Swu!X4G}%_= zx}HI<4-X}APi4Y)_ov(G>7pX$-?W6oJN{b64xEHM1i&^l9vg@Gk=v{O2K#q$DLX4= zG|5@jOy;Xw8_dBe;_kjaNBhUWc1_{w&tN;0?Ck7ZNg4Sk9nt=7tYovFUK!y+5h?%n z*$z%}tprldztqeKot$;1o4-7OM&olI>rZ=m@zSLjh~C-;YT9wdJ_3+$TF-UfVy3s) z(H3)iydgK24`f{uVi~y|h49){cfNc%=Zefnyo|;b%fDW`@Gn{8@C8t;bnwfGyDHPo z>1J>4{z}zDTZdUgx_M36J*(py?~oXG?Lhyh1RrbM)P%SlZP$`b z_umX@Pb0G zknR)oxqe-GYv1TQz%nzi(A0W!+EE<=x|~D%c^klCBA&pi0gJ_!Uw%1EW*rP|6+o_4 zOLhjztaoLT3JTC43CH62@y#aq6a((x=fMZxA<&dC#<-V^r^09P>FIVY(&P<5K}2Ff z@*(dNw{1KK9JpoMw)j_l;CNwh_AW(jMoL{m&w#$yh*R5004hl<{bOijumVFtNFq9U z-|pRppqI9Yi|YU#5W`IJ=%_ii3qXZ1C~m@ZlREd==@UJzc{yk@dRSXG?$_LGG|`t@ zUe|uQC-Cd9zd~8sd?<9+9i3zYB{+vN>UNNkymc!Gf;O|Bl$F>oiMRZ| z&N1ciiEpPfpJy`y7e47YgH7-==>24ed=~lX!zl%`ZYnmQJIKhbTGfzt;;L$-jJ`!> zq!56~D|7N(kzSKlQlJ(5vLn|B=#afGaATba6)|D-EY#9{SC-#_>qHsIlK*uB8&Q@# zC!I)}k{R$2cE-)>h5?rz_)7@0?D%4Z#I@8^`&)HKwIR-4j^SLpb}I}Wsbfq?=?rML zG*Dzl9i5#55v>4qr0a@&0^yACXAOq)TId`A(!7r?E2&sq>&J)WrJX+hTxaZ_OaK5X zK_iB9mWq5V zDi#1nzl@h=!~^?{anPb76S<(E2Lp#a~zhzE#v~`dkkXwxGe2kMWn}%F4>R5U+2;qEZ5>FfrnczJ3T8 znEj#fZ>!6W1`@Jw&B`$c=?EqkSIM)}ozaLQ@BuKbQ**M{3hEu(K0eT-%ehi9gE|UN z!@)3d+petc$l;U6{7TxUPU3->{f{e27ob3M-B!fd$R|(+wyFmITmYBBWl%J;UYc)# z^aTm92JNqFb##sj*8&Q*s9pB0Mv?BHq<|+iFHaeC4OWu*&jJ}lb~+3f{X^NXzKLv< zcDjwKL`U+GV%MNVvj>PXLc?Z_HJ;+#xwE>nQhOELN$N5~zmZ0W1Vz zuN*&wSSnjvTW8ej9zOiDM2k}Z$n}E|51igzkOkid^V`jhyLC_ z%p6vY*~d5cm{_&CuC2YwSo?7A>6t=Cd{~=KB$cdA-`!wQQ$P5)-UZoB6i&jsGob!x zN6vw=AdZ?6SZt0mT-jJzqt&D2;6zJ3h^Q0Py>8WZetzWP4&^u%mGQp9v(v-sSajY&emB5+XSH8kW`=Sw zXl3YRCiphOi6_b4Ma*_4X@Sgj#)s4;GD2ZRL=ciDh+eGNr-sYn$rDbfE083KfWSw*a~L#ITanMhN`daFiHyP+YI0MU z-u=o5SsE$4l!k9%Pqu^N4R9jbRH0MtT)2%A4FmmK+zU{{<6-|xuz3- zvRk8&DqOR`h7zY)Pkq`0kpJl6HJ+G6ps)-%3nqm5`2`Cd>Fv|dBw@oRdg7wAWKbs` zxW&N>Vnuka89d}25JrJ4OjP1wAlqZhqSE5y52j>&;1H9ngzN#spb#uVL70z&dV0Z< zoGVL9OXqJe+c}AV11ti)mk9JtJ4?17hnPg3!$1i65~L?92Ma4JWAC$wfl3h_mrdw$NCcvnd? z79EYr$Jw8_v=@Gt)e{>g*nJ~zB?ba%J@?u*7>S9wgK=ep-7j|CmXWRpBEe@ed*+75 zn(XOBvjYDZ@8pTrt9x*|wXr^Kuz|tthlxS&IRStr>qw&gll(e2Gw6*DbOplDcRH<^ zz?hmr#h~heFX$q+i1DLnsOx=lm6wU7wxI%pTO@bN@L6*RB=Wn|qhce^CH2YmP0krh<=$ zG-DC*N+|7yNWLECa#kG^!5?9w(1qL^2x*JT@_E&&tbwOZMBX1cIor#z>*Q_osJdjs z%;^EX$TIAJ`1oxgL@4i#qxSW@V2{}p$P!FauYH@|!lnqh8 zitP;=p%9G>wwa)Pzw89Up+x?Yk8NCDUyh5NL<}@S&5=|QR~8)`t9*mzF_69kPo?HPtzwAiJ=%k9Y%Ue6pg<5LY_?XHhfy5p$W4CSyvFbPb^j>u zS$#}_QO~4(7Gtd|A!gI!qPz@pma2_$Y=E&?Ou9JwVk;E921*LkE{%HzwU+@V(+sKMnH0U`y{>19OK zg36}(zMW&vSrxwxc>TgFZIDU(8X9UmX>3_tN#yjQ1N2<4? zpCBUwT6jp?Vd*6nxsPw3e1aSB)OJ4(u|xxWL^S#3b@$yVSNNX(c(t$i8*VuWkws?m z;{z^rdH5cN#>aJs2x|{8A!}TLGA-5=K9^L7Na#K#DBlFr5Z`=KQ&WrkW{S!5z`@I4 zJb%6y3-CCa84^(9k5VH6v9w&Jz{d0Iw0yTJh$JDmoC*Swz`to5*FsTCUgT9CCNUUa zU4T)60A%UY0yhdAF^~9Db3~EN_-P1~@fXa3vS8$TXE}|W&o7&Dh`3wPrFpNoT5@MSpvo8SR4iwpA*7%b%feiScqI_7|9U|-gG^QDlgZ-Cd zdxC1G{NUmnT@*}+ic|WL2bGmsX>@ZRZOc8sSy5gBju;H&@^|Ft?c2A{9H_O%fQkhG z`N7b1jqM-~uSl8z;Fz^e&JiW9CASS#s4WtmjIT}4SO`=b2Cfw`He!S)4vWVk`|FpX zf&?G$^sWcU&I~b!S`WYMHrVvF4eUW08=WZ^``gnZSZVbG{}jv4>nroq56A1DkAA-T zAc1T$>L@j}9>Oq&WkQ*EWdD!DiMk0~KL;i>iAE%U{GM>8??hD7EXaMm@0Ac7-& z9|!UgKE#h|64JZe;1u@eb#qHgZs$popNfRDy8QW5GqZ;yTt9?RnFQ7O$&LjR$D+X1 z-XE7P)!0$pl=gK+Q+y?e<@(Q;q*vn3W6wPgt6>TuvlJN6C&t(H2yk2jAuR|tm|A~- z|BYxEdbEuPfASc@cyq7j3C?fUh43k7;DRIuQNJL^ybE)JqOUnHs$)TDk96!C*gLWe=+;%y zKIptvHZW*BLNf_Df1U!%-SMEhja)d2YfXeEW)=rTf+cdzFZi+f{+`(bwx zfWniR`?eRjDF{`hDyjO}#jFFJ`s>pSCeD>Ptwj4!S8xh6&_7;Dw<0Bl*;t+VtA8S6>o?0PR3 zpM(JubK7?W8D7XN_=^*kd>`EEK_o37 zIwP^hyO?w_YrP)15}NoKwlIRepW3$x12N2VRVYEWLc3a1F-}Md&~i z=c7SeD_LZHI~Y;$3rs9Zh{a&4Ou)v9v9|IWcMkv2x43&ui#+1&^aRl@i9_{NO4b4F zMVodrq}IJ%+pDEcO6z{h1HKY}QLt)~J9g~g*Qx$}M=_jifgGxLf`j!= z(Ln;_%pZ?HJOn^C#9azXdIhmS-@If_iZ=9F*;6!=;;2=2xu(UZ+>3L0UT+-J*S zTLVHR-DsqzLJ2Ewo?yv#J|#A=k41J1^n8A<4I2dDm1W&++?0dNiEsC*jy>@-zrJ2i z#T9r{LrY6*fPqG!8V&Ikfzqp<72J!36AgE%nQXph^=i_xWE*Y1YTY_M(wLC1%%l~h+=y^6@XcZ{*4NZ}_i5bCd`-8;3 zhR1O+Mj9IT7p>z|!S*A1`WpF0!_(+-OEf+6;dR1jZu8|UR}#OI05ZtwZ_S$uewd0h z%r6dE#9F8?DK(#Ya)R&T;|gh&B4B#MWb=)FogHmBtzwgpukX{BiNh{&=&my;!zipZ zF=^vqEc$wT|FJnY9d&xUpMMOhjq9d>-W@Aq9k`7g9)`3k6T^FW?UOtcw;tZ@LPE*7 zA+Q@|8ZKbY!NG6^IIn=ZjtIdk4hJC;&cPt6rhx%JkXp)h792NlU}B>H>F-16HZ&y- zdv3#r%@HPn%;gfw-|;gXB%`5z$!5Fx1+D;^MWEw#2UjvWHsVn&)ngmZxGK zu^UZxIfo!z2&N(AjtA!^B!GOh{^c$3t{I@cwm}63mLJ;LqnF6qn;|wQpY|;-1AG@G z2$!6FlJw*zsdKS2t#=CfJ>#Y;?)LTj0NPJ;K@E|}IJy`9_ko`H@@4&EBjOWb!lJ0< zo<-zrd|dX{1lN~#nMuDd03J!M5+zJDiTPj=wFRzX^Cjp(JMfd9=_(C??^fTG7(9H~ z_^ua4`+98~!G5Q;t=i6cBv&R~8M>zOPgQMZwk`hZ(Obs-RAfNK=t;u>#FG6mfg zghNT5KVXO$JUK|5n``8`7TmKoMSera(QzLlJuy+gyYHHV<&6P+oyv3@W-_~AJtIAJ z{FMUC@eNnT2HWg?w4FG^o<+H%C?$RrEdlPY&wjq~)weIVEL_rua-IsBsFhU!`;9Ow z@E!AmU}m0_f;J;++qg@r@8M%YREm1fPM^4w;t21ZVHxzA#45^FfQ+&g63su87)$~}gWJ0v0xk#{#|v-m zJTDp->85=B#*JIUq}z?Oxxh7N9SZIsLE`&}lkj=mvd`y0H!^9~)6mm98J>z*NqF!q z&@1#dFShmTKMuJOI}YhcBi=hJGY?mh#u9`bUTSe?;>S&Qr1W-ty>nRtSv z5%#YmP4VUZ8}i+=AKZv-L!NskhaNE_gG=`X;M6BI6V6NVha`fII-*2jJV^Jlex_YS zKYVwM_K^ub%S3VyV|ze~i<23Hdb6R8Q}YgtjjoI!-7a$U4St+xKTdG$kd_x>rGV2B zt83o3jqO6bsMzF!^hXUgOv0yRr|?C2XduO>w3RI6Q&TmfQGT0mva!P{v)#Zy6exA zXr6q6m=+>oABk0|4&TgtA6UjIU4k1G4jfPhUmO@1co4}KWYm7Jo@SiO$D`(^6$y)j zLugT=kf6^ij$Q_S##c><;vo2!$m_5dOm+Zi2qB(z(iu?GCIPA(2D6d97D43PAtJF^ zRD|nuB~`RXdefoZ60;3F3bK*KAYF+^fHYH|Y=lct%izh$O(-QEa;(ny+EF?@rhrPB zv~4-!bftJt18`3_)(ZKf>Aj{b`}+k87@(@D#H0;mCFre!23$1!7C&H+(<<>$TaFw# zlHp%B^cj_S2>=>-`_q@z)z#*&ZnCebzyupkz|wYVntGp{I)zpE5K6c5@Cr`J!@!H> z{N+Gyob=P2u<8JO{u)I62Gbk_$@!9BUqNVlC6ZAY))^1@gw(g`;8ZrFT_H8*H9tm0 zQpL3kK1}k`GrrBAUy`>Wc-k$A#u>b6pLVXQ{GO#c=3V}8)gR? zRK26->Ghf%Uj z9xs@B(uAA!{t65SCIC<%yu9v|l$7w7cXxJf#tmtQ7Du2gBvruIcIv9!D9^Ew7#UEL z*4&0)pOjMk{a+`W^4*%7?v^JFz@%}<92Qzu4vyZp9>mr}YNY(RS$A~1`GY8Vzut0E zo*a}3BQK41RG5~FAj(zlK9Es|@-x%}t~bZdTN1=22@YFZItrtKx02dHs43Gvb<9v1 z8B2zk=E$KGj-|Y`bJH%NBwB&I6eMgZT)$<=JbiDEg?WQKp`-tl*udtG4Mm>gkKo(3 z?cfy_Zeaos5METUX=M$d(cR94&Pw7C86f@$oE)W`lHJQs)`Q1nPnejHb@&M=g6HOb3Z1EFi1m_$1eXzwulcbw&+a!)+ z%Q|Q=gPbl40y&eJ{^I>@+;xsJ{o4>r*4m&Mmoc#A>%YYN5~dy2I&*+&|2ua!p@diq zju@;LagmXjit{tvrfY*wkdnjk?f!K^G@xAp;7KU`h75CX8pJ<9PGus#2*5xMbgGe` zM-LwY-h9&-j$pF&`eD_C`>`t0D+H8B6cAW0euA2u|A}ZL#Js@6bHBDO5BwwX<>7cP zB{w&>2}@sekP>?XHWeD|Qs?ar#KuR`0AYG{bg1a8gv;O|Ir@||&$&z`j5k@46o4b$ z(EdS%SAyWY(2T#CUi&&Vel1L@u(K0$;>Siu#^kye;VXcaNY;#FxU6s_Q&xm9}x z+%K7QIvuM!%L50ZiXHlf1@7wn6}irzc+GHBB6b_ni(`3<@rbMBpa^6d}`zV+B|0etFDUq*V*y1pOJJb$8_G$U~nHWV34 z^wA&PA(+bW+w<+7e@tp|Df(f%NE5qAC3-1@^S_wF&mVrD^m>p~4{1+M5cjo)LmU&*RCDBv}gs=?0O5(zY|MyiYlYlt zT=Ao12B{p;Pua?3Lf%|o|Lx}0PW}(yQ$SA0`1eaq_pf^LZ~yy0eH-}KE{ngt6(;Ea z6W@IP|CSE%|3`Mi>4LEVJu)`OZWoOHG8U+aKNc!{C1U3X?Yz%_euF#Pe}1dPR>!Z! z@%+10yXL*>^MA%K!6pB3rt~j&+`s-0`TZErH@7nR>;JtE-ZIosDW_@4vVq)&(tb6C Jl)c9;{x8X$finOA literal 0 HcmV?d00001 diff --git a/figures/space_odyssey_radar_waveform.png b/figures/space_odyssey_radar_waveform.png new file mode 100644 index 0000000000000000000000000000000000000000..9e6dfbbb72995d8d987867f9f2f17258bdefb8bc GIT binary patch literal 123383 zcmeFZhg($Fy9R1v)L76MOGE^WqDWOiM7qW((v>nwSCQV7GDx>18Wlk)gLD-Jqzs)I z=^6`4m)=ovM9P5l4)lEdTQ3a(pHECC_*Gm#oXNGcG!g7A|h*oXnSKoO8Ko=jdW*eSSOD+{xM6 z(Lqvt|32}9qT8)pTrN7x?%iwuU*93_=w!J!Ipxn6_>`3wPv|=@St7oZ{Qcc!x)OB> zK3wJZBf6I(``g`IHr98R3{~wGIQ;z|9iBlQ$+}09c5FZMMdR3!>XO@MzvDTRF`IJb zVU6w&B71my#I_esm>gZLazdht-b;wSv# z|Ml0`a8nQI|MgXT;Y#bWBcA`)9~}DQp~C<5^=-dZ^Zj36U;C@oy8r9zH-E}r@qc{% z%F!QNmi`}KfA;GS9I^oa`PciOu8sfa*U0~0{PF+4d_0E#??3%#_Ge3jg`9GYXrV$n z@o{cJ-z^#1ChPKsqSR6ByD;h?v1G|)z*CR0B%k>y%e&iTv^lM;({$Ak-E6B<>^Jvc z)I2pG`CQR6xB1&HsxhLCI(+-jfB(7NthvyW)!{j)F!%Mvx;&3D8xQGkTX(z8e{SyW zDiUjsc9jG)J~f0KRf z+BMyLs(o3{3w-w0t-X3tB9xT$5TCBscW?XojXo{nk#?}+wB*ogyURkgLPSoFKUJJ{ z^B$`|J^dv%peCRD+dYTz{l^E_g&(xH5h-kcm_PaW@#ActIS)hk9XogCIJCdH8>p2ZyLV%i;x(ig2l{kdC1DaxeB}+tdrUP6-H!imJCV?X#jB8&i#C-3B7rqxkI8XU{(5 zczo?-;#%6DUV7m)eS?d~W}q$Crj^MU?ylPF>+8$UT)X&dwvYVBh6^*Pjn}ZJn-+QH za%8ET7WzncRcmFph2?8`>3oh|P24Sx?2`Oe*J7W!AM3s?#fk6!V{u3Omvh`DYNG|+ zYw|Sn`@XvuxB3_HCRNi^BN_gj9~OV_`|9r+j=} zi*v3~dG?Bc-+%wTNtJ)gmM^iiZ|l&;ml@~wPhG!~{qu$mu}5#N?Ro$Fx~%tfwzx^b zlfK3@5m{LS{VWT;lPB+8yMA5o;oMD?|IsRo~{jFhR(Zw@<-Bcd5CpNR9-_wv?; zJg=$DRMX;A@}m+G+TVTmU1_*fvQu{@E3gPmzFZm#QV z$}l58g_Fm2%H6naTgvRzNU~jXW|C2Erqic4IIhbiva>9!dY@fgDogEuP#L3?hAp;7 zSXgy_eqK6Y*{{F;DtzkkAF9E79{u*`s<&(>x=O1=YlbksA>VDV;a#k<>&KTXjSD^W z8q-Y4%91-lr3n$zIUXXcr+xVF;k=v;VOn-}DVi~g400!vLtU#@ug;fA{p+v4PSQm6 zgQaXK?9vdmWve&qW}JVe`{=i2_>1mVE6I5BWKYzgOCLXiJi<^;Law$-IXyK69GVOQz^y=PB4l_4L*!O9wnp(2Aj4zC2kmcVPGK<79D| zcFn;`zCN3Tbx)X=(e#EszA8)_DelK^kS?jStc*N`N`T4`qToqIbv?REjix&_%qBlJ z>LC1WFW9~3+4#?{Xka?DC&l>A>tn~&#cM=tYST8AVw?_CAvl4%s&Z5Fh zi;7+=PsUT9xjag$QQ}=5>E2G?g+liYbh*RZ@eH0ne_ncj=gn0c_dFygz$n)#NhiTS z{DAextcVR0*k-0aQ^(LyYNyBgTyf{RBa<^T$tWkiO&PI#9$$W~e{$-DpnchzaZYOj zyDZcerMV@?Hq@V2E*=|CSYF-;t6EAEiy*c9>BVy)drtkPm!x~D&|}P{(bz5VSzJU^|LOkrdyM5tnW3ZG6*G03q=L@`b>&S!2tX!oSQIZLjlsGOQ&kY#b# zXNDs!b|(F>A=B=ZuC8v9d!}VoD(X`bF2LjK^A%)o$K-59 zesna?rKhIiVIHo~wzn?P=H26Cx7pj|FQ2q+Os!|yw>tQXt=)F$;e!WT3^|u_jc_56 zc#4nlC%r{818P}^$KSj;Q4u9~nmkNw4VSO)j~Ewu>Ej%d#m;qN>n2mgavVENu%a5F zL;i+1Q`lyYxp)q?8FjX@92?&T37T)Y!N~mn`|ouNJzS;iTXZKnJkxN$yGTvVX>%?K z;BO=kg)9Ur^I|bFElR;f;m9Ro)$j~7JfugM&T`Sx+nv*SvRUU}ttva>iGrstb)~Yi zQ>osp2^(Py$iUDch8L$TCvqHXZ&2)0c+j!KYvfRYS;^Wz|NOH#Nhc5`<`MoZ*?r`5 zZ%azV%AgaFkLVe{nvNphg+YN0k{OJ$hd^ygDZs!h=9oZWvD z1whzyykB~0p$N8no@-yyu{)cEjq|cg#->}QM!Lt!_7+>=EVpEu-ys!NEmXXH_Bl