From 8bdeba36766bc8c9b611d6dfa58a44e0eac52b65 Mon Sep 17 00:00:00 2001 From: HLasse Date: Thu, 25 Feb 2021 11:24:23 +0100 Subject: [PATCH 01/16] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 00b53fef..eb466750 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ A Python package for calculating a large variety of statistics from text(s). ## Installation -`pip install textdescriptives` +`pip install git+https://github.com/HLasse/TextDescriptives.git` ## News From 05793972dfc15f8c1c7e0bc8c8c3fa0d3d1c39d3 Mon Sep 17 00:00:00 2001 From: HLasse Date: Thu, 25 Feb 2021 11:26:22 +0100 Subject: [PATCH 02/16] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index eb466750..273786b4 100644 --- a/README.md +++ b/README.md @@ -108,7 +108,7 @@ Metrics currently implemented: ## Authors - Developed by Lasse Hansen at the [Center for Humanities Computing Aarhus](chcaa.io) + Developed by Lasse Hansen at the [Center for Humanities Computing Aarhus](https://chcaa.io) Collaborators: From f08a6f472d2aa511bc5a7ca1b1ee94983e6d580b Mon Sep 17 00:00:00 2001 From: HLasse Date: Mon, 8 Mar 2021 09:26:18 +0100 Subject: [PATCH 03/16] Update README.md --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index 273786b4..5b4adbd9 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,11 @@ +<-- +[![PyPI version](https://badge.fury.io/py/tomsup.svg)](https://pypi.org/project/tomsup/) +--> +[![Code style: flake8](https://img.shields.io/badge/Code%20Style-flake8-blue)](https://pypi.org/project/flake8/) +[![pip downloads](https://img.shields.io/pypi/dm/tomsup.svg)](https://crate.io/packages/tomsup) +[![python versions](https://img.shields.io/pypi/pyversions/tomsup?colorB=blue)](https://pypi.org/project/tomsup/) + + # TextDescriptives A Python package for calculating a large variety of statistics from text(s). From 8c3f5a1a46f1f36b922d3ecd0bca358df3176565 Mon Sep 17 00:00:00 2001 From: HLasse Date: Mon, 8 Mar 2021 09:28:25 +0100 Subject: [PATCH 04/16] Update README.md --- README.md | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 5b4adbd9..277c9b47 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,10 @@ -<-- + [![Code style: flake8](https://img.shields.io/badge/Code%20Style-flake8-blue)](https://pypi.org/project/flake8/) -[![pip downloads](https://img.shields.io/pypi/dm/tomsup.svg)](https://crate.io/packages/tomsup) -[![python versions](https://img.shields.io/pypi/pyversions/tomsup?colorB=blue)](https://pypi.org/project/tomsup/) +--> + +[![pip downloads](https://img.shields.io/pypi/dm/textdescriptives.svg)](https://crate.io/packages/textdescriptives) +[![python versions](https://img.shields.io/pypi/pyversions/textdescriptives?colorB=blue)](https://pypi.org/project/textdescriptives/) # TextDescriptives From adddda8c08b2838917e96b00b5ef1d2ea7b643cb Mon Sep 17 00:00:00 2001 From: HLasse Date: Mon, 8 Mar 2021 09:29:17 +0100 Subject: [PATCH 05/16] Update README.md --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 277c9b47..d56e4d6b 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,11 @@ - [![pip downloads](https://img.shields.io/pypi/dm/textdescriptives.svg)](https://crate.io/packages/textdescriptives) [![python versions](https://img.shields.io/pypi/pyversions/textdescriptives?colorB=blue)](https://pypi.org/project/textdescriptives/) +--> + + # TextDescriptives From 6494fe94d952c545fffa5834a7294f57df170233 Mon Sep 17 00:00:00 2001 From: HLasse Date: Thu, 25 Mar 2021 15:32:18 +0100 Subject: [PATCH 06/16] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d56e4d6b..7391ac57 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ A Python package for calculating a large variety of statistics from text(s). ## Installation -`pip install git+https://github.com/HLasse/TextDescriptives.git` +`python -m pip install git+https://github.com/HLasse/TextDescriptives.git` ## News From bea5b6275ca90c3d4952b3d5f8e81849a131dfe9 Mon Sep 17 00:00:00 2001 From: KennethEnevoldsen Date: Sat, 24 Jul 2021 22:28:19 +0200 Subject: [PATCH 07/16] added wf to publish to pypi --- publish_to_pypi.yml | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 publish_to_pypi.yml diff --git a/publish_to_pypi.yml b/publish_to_pypi.yml new file mode 100644 index 00000000..89b9e5f4 --- /dev/null +++ b/publish_to_pypi.yml @@ -0,0 +1,35 @@ + +name: Publish to PyPI +on: + push: + branches: [ main ] + +jobs: + pytest: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v2 + - name: Set up Python 3.9 + uses: actions/setup-python@v2 + with: + python-version: 3.9 + - name: Install pypa/build + run: >- + python -m + pip install + build + --user + - name: Build a binary wheel and a source tarball + run: >- + python -m + build + --sdist + --wheel + --outdir dist/ + . + - name: Publish distribution 📦 to PyPI + uses: pypa/gh-action-pypi-publish@master + with: + user: __token__ + password: ${{ secrets.PYPI_API_TOKEN }} + skip_existing: true From 7d4310553adfff9c7b469182be3b1f83c648e694 Mon Sep 17 00:00:00 2001 From: KennethEnevoldsen Date: Sat, 24 Jul 2021 22:32:36 +0200 Subject: [PATCH 08/16] added custom issues --- .github/ISSUE_TEMPLATE/01_bugs.md | 14 ++++++++++++++ .github/ISSUE_TEMPLATE/02_docs.md | 10 ++++++++++ .github/ISSUE_TEMPLATE/03_feature-request.md | 7 +++++++ .github/ISSUE_TEMPLATE/config.yml | 11 +++++++++++ .../workflows/publish_to_pypi.yml | 0 5 files changed, 42 insertions(+) create mode 100644 .github/ISSUE_TEMPLATE/01_bugs.md create mode 100644 .github/ISSUE_TEMPLATE/02_docs.md create mode 100644 .github/ISSUE_TEMPLATE/03_feature-request.md create mode 100644 .github/ISSUE_TEMPLATE/config.yml rename publish_to_pypi.yml => .github/workflows/publish_to_pypi.yml (100%) diff --git a/.github/ISSUE_TEMPLATE/01_bugs.md b/.github/ISSUE_TEMPLATE/01_bugs.md new file mode 100644 index 00000000..361aeb4d --- /dev/null +++ b/.github/ISSUE_TEMPLATE/01_bugs.md @@ -0,0 +1,14 @@ +--- +name: "\U0001F6A8 Submit a Bug Report" +about: Use this template if you came across a bug or unexpected behaviour differing from the docs. +labels: bug +--- + +## How to reproduce the behaviour + + +## Your Environment + +* textdescriptives Version Used: +* Operating System: +* Python Version Used: \ No newline at end of file diff --git a/.github/ISSUE_TEMPLATE/02_docs.md b/.github/ISSUE_TEMPLATE/02_docs.md new file mode 100644 index 00000000..01e57c5d --- /dev/null +++ b/.github/ISSUE_TEMPLATE/02_docs.md @@ -0,0 +1,10 @@ +--- +name: "\U0001F4DA Submit a Documentation Report" +about: Did you spot a mistake in the docs, is anything unclear or do you have a + suggestion? +labels: documentation +--- + + +## Which page or section is this issue related to? + diff --git a/.github/ISSUE_TEMPLATE/03_feature-request.md b/.github/ISSUE_TEMPLATE/03_feature-request.md new file mode 100644 index 00000000..6b178788 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/03_feature-request.md @@ -0,0 +1,7 @@ +--- +name: "🚀 Submit a Feature request" +about: Use this template if you want a feature added which is currently not present +labels: enhancement +--- + + diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml new file mode 100644 index 00000000..9b4f9307 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -0,0 +1,11 @@ +blank_issues_enabled: true +contact_links: + - name: 🗯 Discussions forum + url: https://HLasse/textdescriptives/discussions + about: Usage questions, general discussion and anything else that isn't a bug report or a feature request. + - name: 📖 TextDescriptives usage guides & package references + url: https://HLasse.github.io/textdescriptives/ + about: Everything you need to know about textdescriptives and how to use it. + - name: 🛠 Submit a pull request + url: https://github.com/HLasse/textdescriptives/pulls + about: Did you spot a mistake and know how to fix it? Feel free to submit a PR and contribute! diff --git a/publish_to_pypi.yml b/.github/workflows/publish_to_pypi.yml similarity index 100% rename from publish_to_pypi.yml rename to .github/workflows/publish_to_pypi.yml From 2ff1c5e8c32260896122cceec04263f5e2d9d8b5 Mon Sep 17 00:00:00 2001 From: KennethEnevoldsen Date: Sat, 24 Jul 2021 23:06:19 +0200 Subject: [PATCH 09/16] added documentation files --- .github/workflows/documentation.yml | 29 ++++++ .gitignore | 10 ++- docs/Makefile | 20 +++++ docs/_static/icon.png | Bin 0 -> 125611 bytes docs/_static/icon_dark.png | Bin 0 -> 139565 bytes docs/conf.py | 97 ++++++++++++++++++++ docs/index.rst | 52 +++++++++++ docs/installation.rst | 25 ++++++ docs/make.bat | 35 ++++++++ docs/readability.rst | 13 +++ docs/requirements.txt | 4 + docs/robustness.rst | 134 ++++++++++++++++++++++++++++ docs/usingthepackage.rst | 13 +++ 13 files changed, 431 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/documentation.yml create mode 100644 docs/Makefile create mode 100644 docs/_static/icon.png create mode 100644 docs/_static/icon_dark.png create mode 100644 docs/conf.py create mode 100644 docs/index.rst create mode 100644 docs/installation.rst create mode 100644 docs/make.bat create mode 100644 docs/readability.rst create mode 100644 docs/requirements.txt create mode 100644 docs/robustness.rst create mode 100644 docs/usingthepackage.rst diff --git a/.github/workflows/documentation.yml b/.github/workflows/documentation.yml new file mode 100644 index 00000000..27df4cdd --- /dev/null +++ b/.github/workflows/documentation.yml @@ -0,0 +1,29 @@ + +name: Documentation +on: + push: + branches: + - main +jobs: + build: + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@master + with: + fetch-depth: 0 # otherwise, you will failed to push refs to dest repo + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install -r requirements.txt + pip install sphinx furo sphinx-copybutton sphinxext-opengraph + - name: Build and Commit + uses: sphinx-notes/pages@master + with: + documentation_path: docs + install_requirements: "true" + - name: Push changes + uses: ad-m/github-push-action@master + with: + github_token: ${{ secrets.SPHINX_DOCUMENTATION }} + branch: gh-pages \ No newline at end of file diff --git a/.gitignore b/.gitignore index e3aa36e6..0c0a31cc 100644 --- a/.gitignore +++ b/.gitignore @@ -14,4 +14,12 @@ snlp_resources stanza_resources/* stanza_resources -test_textdescriptives.py \ No newline at end of file +test_textdescriptives.py + +# docs +docs/_build/* + + + +# Mac +.DS_Store diff --git a/docs/Makefile b/docs/Makefile new file mode 100644 index 00000000..d4bb2cbb --- /dev/null +++ b/docs/Makefile @@ -0,0 +1,20 @@ +# Minimal makefile for Sphinx documentation +# + +# You can set these variables from the command line, and also +# from the environment for the first two. +SPHINXOPTS ?= +SPHINXBUILD ?= sphinx-build +SOURCEDIR = . +BUILDDIR = _build + +# Put it first so that "make" without argument is like "make help". +help: + @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) + +.PHONY: help Makefile + +# Catch-all target: route all unknown targets to Sphinx using the new +# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). +%: Makefile + @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/_static/icon.png b/docs/_static/icon.png new file mode 100644 index 0000000000000000000000000000000000000000..76b16f80796eadc784086beb4ee55c9c773c438b GIT binary patch literal 125611 zcmeEuWmr{P)Gi<>AxI+vf^>r@-O}A%QX<`5qI9A}KA1DBUR_-CcKX*m(TD zd+xvc^LQR*vG&dUoZ$!NJ*ayiHTqnqL91^4m8k5mv7<|yp3Q?NFNB7SmX2V=XU-6)c3K` z#{Gq4&ja4W2oIRZD*K}|W%b*yp6Y%e`O)u({}AJAYZweY2@G;1+y_Fd+tZvRP4`H) zozI=?h+!hLrXI)co%Bv$n#dc@vwVUPP(ZAx@erhJHb%T-VzNWQ6U?mh>aO2bp)b~= zI?LmTH9Z6xx+5#CN<2#1Mf(xWeF1p3k3XWu7Zw>~P&hu4#ifW==VYeXwhF2Ho<$4z!acUASuj69&Sw^mMtCBkkTDLXDuf~B7Y?u8MJnI zl&|(fJ4ZSam7_C}LwH+=uQ=M7YkG&lu$Zp()3M07IDAtI6>f-Dct+alksy+&U9v4uqkD!F$J! z`i_?1mk(+hV(hE+=XkmBr(Yh~+)akh5yX0l@b(L<4a(jtuPyYzCPWt`$|iT_TY~6l z83IqmF%;i?d~~bxu7MC*B=@g72+uI&pT@#$lRS#OW9ciIrkIP#g*f<(UvMeC`v+<+ z-sgL$f`&f`UOo{0Vw8YZ(8N{x_?!QGeLar*x@c5Q%QlSKh}M2|GY^j7ClK}gt-qX? zB6=aoWxxdc8l(*<_*1iW;VeW13%6y$=Q`#ZD0AlDR*5hZbj;XD6VA0A5POO%BlP5_ z|4Z(VcwF#3A~~7E>D6g;KRbSe{YKj(+Cz7PJI5FLLTz}Lx$3^PGzTSYOc+gbtYP@` z@A}0CCy&Vz4%O-7eT?;s%5+B%Em)jTolu;Zs$j?c*W1txscbotNx#FGMC^9h+PwQj zI`MDf#2tFAhqI~kCWtKXmaiGUq@qiy%Z!L} zNWXkEK^cnvBCuQ-_h-s|X=zF;5>@ooAhn=~Kx+x|=-XfYKgPxicTuTC%0?B(_=^*N zRW9cnjUyDnjjoQ4h#v1e{Ax{u9gNl%gembg%OZO~u~tRiF*e7jn#LS47DR$W_a2d5SF)vnV;=$JU3|U)(49Tb(OpLq_hy+aGd$waZv` z%A6=Q@->7tv^6Mpq_>09TeeleRBJL{|@cW_Z{1vq=nUm(_cB*xYQgptu)wl zPpS9lr0H02CUKOoovGPq_*9?KEz>cmbg7QzIH;IfHtXOuO^3sa4=i*E zMBk7cjUAaB(@zBVt@iOz<3$5SeMH~18_Hx*YCX}dkgm|Nej&6W-EIt!OCf|^CQ-5#ZdG4n88WA^mM4XsvcZOa!&KeqS*4$kNOBurh6W%4G zC9Lly+S1zaj7!=dv@LapKUdYHPw-3zPkx@v+jz7Qw;{*#ln0Y%g@=-dfp^%Y%2mJ4 zqu$8{)vdtAzTUi^%A?S8=)~bD+VhPEooDLF@+s1pCT>fJC+?>9*~_2<%&BNf@0rc@ z#{NrN7&;Q(nWgNJY*?v+cs`V;sNYc5?q(nq-Q{|?$2UUZqP5k6K8da`?w;%LQu(Fj zZ{-9nb<+gu2@Vg-qawuYz^uSUac!fQzoI(78gFzvF%SfmhtdW=Q2(x(QgPOfoQ;!5 z$5YOU{lWiXyKwzQ{Nw9e77v@GYNi^eiSFT3l!oYI#(&W@XhG zIiWar_Yg~a=N<{xv3i*wvK3gKRvA|BR^3~(nXoNXu6kPS;IcILKFs)A`CPekt?I^S z1uKOHZ+6>io9f)=k_^{~p_Fy^7j#&3rv=*i5Ax#**wy6L!zRb8drkGuz2eR(PIK;& z6Mb_2vHRRGOjhRj(OP<;P%m1*!;Q13bHjCvY%&TlKB5I893m8+Aq8_CEqCqXqbjaX zvg+(kq$|R`64fz1`~LfP2=1d&v`?IhD z0;)vJB;g*6p86%v@72{KmC2{0zn3zLR*F>celc3qir1;TD0t8u_8Ad0TAtZ8FU%gq zt=}v0)vFmV`greuH~~w}khmKxb3^mt4W0^&{??hf14`UXlCH z7xgd5zGcpJutapHQuF5>t85P6j*9!;962sO+@F?nFQBG{$-Dc=(kW{Te?jBezH+HD z^F?Nn;X^}Sruh2%u3x=5pXlz@u5AvMIOx4UZ&{8g4%!Ne8h$-I$F4O++rWGBeNN}p zsOeYCq3Nc{hhTncFOGw#^D=ubi<4vN1A42fxtOV(_}+$8;-LOk13s~)cNK8ds~w`*7Lf3(lvV4^IYv5Pj`TM^XFnS@+-G2c+%yu+f6j&jyq9P z;J0OV=ieXXnUe$1_O@hhch?U#oG%DXUQ6mFRdLuODsXY zK(Z0nu!n)crGWf}l~5$#f`Nf^G*wo2P?wSBGPJg2)Hkv=FlKbIw1M0X!{fpQE-j56 z^hsPSEv)RhTzE;Z?%)E~kdK*2Nv>{jFy|#zmystCvbHlOVPj-wWG3Z9CLtl=u`_zX zr6?>49S(luC4K4OV8g}4bwlzYbOZYbYxR+uuX~`s%NtkVSCG*_nbj)rUxt?=cV4 z|Ml7bzF*PU-rB+ua=VI^sRJK)!>b|x>tpCB9wx}f{IyZnT5$C#Py;?>9;QDk#fLof z#7h7MMgT@aSWwvoc5M==F3#`*X3O6Cuu8`=OHo78R7oO?9^d_Gp!@+#ywSa=a^(+# z_@w6gPw`ju;yaB(?)wYAB$e_nk3rVZ9H_rs`j%^&7+;%wSU7!poZQQ~q~q1Q>yc`| z$-8v^e#zC~F+V&aI*Gt57+ARfF8&k3f12>075rxf|5?F*R`8z{{AUIKS;2o+@Shd@ zX9fRR!GBippB4OP1^-#We^&7S!3tQkNSG=LN)G-KW~}J*_E3C;!F-j1i&2x*L7h4m z+xn8m3%6Ya6x;!%L)K=`pUr+K1)itt)q@SE8@0_8Qt{Y@+BM}QtwnoMYiBlkXWd2Q z6D4=6Rb~%%nIhDtOAveCUY7HE5qm$J#`CT_!JV#hI~|Kq>j>=7CF0j@A6sbe4xc{z z3;c@|g2Tk;92iZMynzEF>)|LUC|qNxNhh2{(nOBznh zQcD}Dr8J41oT$Z&}W_hrJyr(ewVwHg2&i^yyr=M7MrH zCh@7pRE0@zoU5zr_OC$VzraTpVF6MyAudT)q(86L8iNC#Qm_-@eU|yXgV=lG==^Yc z`Vl$3)5*o@<{>gyBdM~P&)jFn)dnm~0_&%iV|!ui)zcR}Y?fo+PZFlpJlY< zMkp$AMgG}AfjzL^p9FM1|9tWe{#i4r_eiNe>rzkB@bA>iGm{YJu8e;6X^#qTL{bd} z%CB}rXS=Femix*DszndYe`d6Ovq>7xmU`Rvp35;f0)AWQMtB0R1d!p$SrlIti~qB{ z0)!2)efjo_-$qyVhxM$F7n7`=kjz#05KlFWrZ)L3;c=~M*Q>C`sw_`k#Lemk!J?Sl z_g8TA=3DOlh0$W5h#LvtrRVwckdr%LbnFm|sBi_vn!=7t9ahqb*N zJ_wcO!wuDj9pQ3S*3(|!i)%Md;(m#?@24YU-MBTQSFeOcZ#zWOV*dFgrRhhy(C%9% zJ>8{E@5|HhCnn!{I0_B7$A1KWem9KC%9z>YuCKq%Eu=WVeCr<1*7=iOo?S6>t5}5} zv;U~~5JqID`khv#f5fnWk?`11^b2Ggf0uZluRgS{-ybT|e;*>$h1J2SLA7NVN2_vy z{UI|E6BqNc<3*BX6*GBFa7A(41L1$<`)A+4#WDrDoc7-OxO376nWTrrW(UJIbhd`_ ziNgY3UKgI+n{~T_Z*HTGk&@SW)X=9LKl)e5+XorBm5JkUb+|+q?CxBMt=v8KAe7rd zE~xYc%6Wa3`XAeM&rc6a7|ImB=qcy?k=!3m1s5c5;ejbDc}{yCPG*;uZu$S%FrJMM zL>V@)nHVvjNlIij*PY4~i%^~2S4)s;v>y9oZU6I?lF$Ra2`;i?WX*njvYp3jPPYyi zZ)fBf@1Vjj@#)a4wwhcIeeyjQOE=;}`dI5`>Eu81{tMCX_isj{wcFFi1eNnj!9x|ay);a-2O`>%D7yoaB|vp$@1-+bTvQQ^?nO+uHsb78nCpZR>i zQS70s(e9SJzD$_IiBLA#G8fm z@|~{vZ%@CSI6+CT{I^G-i$@7uUYwf`m*`!_%AaM}jQ>E;9v^iB*YOl zRhIi%Qf%;#*Nc^CVz=#TU3h+DHa^NIt$0rwmQvggTxR|7ijf?blUGiR%#VSsoaCw& zY1*3)7oY3*B(n0ORrdx52ji+0X*x>WKQ4dDql>Yj=D&YGxW$u40Uf3Pep_?(`7WJW zaWe4+O7pHHxGLP)?d4ZPtECI*7zE=~czH@14BCPdyW<%O&im!~2hk4qTRh(YPseum z5VaA+AhTKA(}Qtq!)fnJPo5W5EID;L>6etwn^T_Z<5iZ^NI_w9v1;N7|LjVkm;k9E zFE!gAEz5c@pgY~*Ng$oTJiBJ2?`|_T$asrZSzaF9{72fC*P>w$>hD`wTh}ba6Z`+9 zCk{AeS{=ySm2o-qZ1G2ZTV*xrW~{5LE6Mcol4W1vtU}U5C*XBk2%g#n@T&P2NAnRP zdLG*%J&+iBak5&n$^hcmteT!@rHo5Mi%F{I5Zgo*Y6Jye*P+{)?P^hV!*4Jq)uo4Z z*h8rS{X6L&T|^H9uJLJc#vji}E5qVHIfU^`WcBWxb7}m9(<)rwZPaQ z@Y4#3;5*6fzeDU%D)(ucEfg{6Gc7(5e`vew#t)%;fJ`IH-NPnHmRYN~aHA+1WF%2h ztU7s*po-_ShH;1NBx?T9Li(Vdba&C0}z z7Bp^;i8|L^5q+aJxzUu|+)vNdsY#_h_m^{0Rb7|fJFj>g%?6D7pE_-Vu%$cOpe61x zz!o;>P2)|VYhvQ}Q~sWg%@+izOY;b-e-uBO8oZLQg~*?MwooVW*yZ*fD%4p2Ap4$+ zt1z>4$v@)T1@EIr7{oedA9ZS-B7DdD*T<_yfZB+?5D@U1PsA zZwY|g!SbNFwZS5PSv~X*@Gm-JD#sn5$ncg{=`Sf z1-T%JG?5Ccw5NkKwVA@FHZ{lZd0GkWIppMY4SWl+N>-miIKJl&a+@UoDA+--ca$_p zylH`9NUf)jrilA<|1{O6?%sSOlkit)o-b2MhsgS9j(w5`IopWAdA?_v~zJ#-8jjqJ(7z5Ah{CH z8Tbx#q9vCWtNpPdi9U z{!`T7Xe{{0L8#na|LKANz!peuuNjE=*9=7<7-0@6wDfj6-y@%Gm0U?ty_ZG6jK4}y zy>}SCO3(QgU&bsogHBtYZpPX|*CWyW!luY5Jo%8| zV99X)i=$KEq{ei2NIUet;ZL1yofJK_n)t+ahsfc_`lGyrsK$uxMza0YVdAF_zklT8 zPZ8zI{hMv%BUpW!^*>3nZaCI^#>=wt+VqUndbn6ekC5N%tYLP}I!;-OHdP=4;l=l4 zjr(3=+?yZ!WtD{1LQjcM9d!pYL_(D2%-@iYiSqoLGb`673DwSR0C8msJMo<@p4fP` z_2ppYu&(NcPw5CPTyB(oh+PVE~_-9 zUG3doZSvc z9sgCz1x=u~Y;;vn_!%=>_p!kRKb3DK8fby>RGlko*O+Jr7KuEU&*oCE<^K1tI#M49 z8??U8_7KElFD`*e{C?y|Gfxh@I(n*+ZJwU_ucmX~MG*X}>*hNx72%00J2@COJfK}3Z;+7aq4hI8cP6!AI_a_Y>Zh4l zGN!IK`?sQ@w5sWyNy;ca6O*;qNPHC@mGh+Iu*jp)K3-|!g`^>K=ade3Qf&2uuXlRX zs2&eBc-J3#QM_FrD$lYFGc!G9Co7EwKF@N6by!=8?ip$NA3-Tn&uG!nw5mOYx@Hm$ zxb3#OTIWr#!KGAhJ`xS%_{!w-gYnJXFK_OoegcUPA3-!jn=$Y7Haudi-t*B8Vrzcu z-+7l4^1do<6lIOyPFdIvh<6Q$Jx*Kv(WH(K-aAhnCjd*dR6HWUl&d@XQ*3r(!iJE) zkPtJw4W0YB5FD@j!P-ckQVzm$LMtL3f#IVsI~P(+^&eOFmiw#GzJ{8RKV}<_}f2S53< zi@y>pN-=pyrQY@F#!Dx2 zm2sgPv-P=)9ogC0B&%c${iMkszL|714q!ODWlA}+o)m;iAJgX*%XrDvrtX7J;ecL<0DSXmNAV9r-k zaJg}J`mAj>wu(^MA8&*Mrp_fv>%WowGU*Rc>L2KT{!oI;r0b#id4NVYqFATa>jGpD zn-`sA5g&h#l+BxC-d`TzUU@b%4cBcTMJHW$IHcA7ki(*SMCNoI+g#P80=YxV=#}%d zr?a@A;FmkV4Ng!-*|z;DP{hMQePWj!_YCUK1EsI<#Ql}Q+Kcpnhlx1Ic|;n5#&-#$ zai{tA2bAvcZnt7-Id4oHQy_)1z;PuDU?NC*(Vh+{t`_KeV6>lC7vUw@9a)vl>WsBM zz*f3sqvh z(ZgLMobw&L5JR=bGu^fNwrQ$@PMJ6*k0A{cN7SIX9CpXF^FK=c6_1&e?08X<99j;? zYLGNAug7ay9oI&-9=UUHE=Yt96=`{&ju=L)AA|V6K^dg5xZwcj^ARgom$%H^$Rgk8 zef1d6L6d%MyZ^=%SC#8vR}vQw{^_m|rlA`E3pP`pn8*V4zzm`QxId|LT zKpWW~X*Pyp=RziPILL~=s_D8ey^v0@=^$pv>&25@S>iQ^7yzc1Gewnqg9B3P|kFiQ}Cz z$~bCTDv+^Ve0!KQ4T|>3su6>bg=|i$E<=DsK5^@crSV23`@t4cPFQy1nBdtMNTSM2 z$;58z(`Z_o^~zyf9Bk~mqd_%2R7tZhtJtcQW`iRtpe9+Y-E0_l0fl2~{dX%lB=k;7 zAL72u$ClN4pMDJ}$$5IrHv3h|axTOsDd`kwRJ>UK>6&wZBDUF|?wP-u;c;Uai~zO% zWw&Y04PB}e9IxBn$Sf#sPJnMwd9S2VQ-3&hx(vi?42izexI1awod^SUOYg(PRWtr2fjD(;GKgE7X+l1Nj;Rf9q=`3RIo^?2W@X(u&;_<`YSc6WpmxeFxpt-Nwt zAM=bk!W0IO4-rE1blOL8BMZDFz0#^)0EwJVoo+Tx8$CZlA{!iCvNaBe0qe5%L2!yq#Alc^`GB!@BXj$_XH1IRVx} zIc*|6%5Kz20*pulBlP>`My>U`1B5=&-2&|&@3acK95olnKfJDYfg~FaPtU_PY%6SD10Z+jNO}345L-S6>35_3 zeN;QiPtQNmtL)1&!ouZY9eGKtbm`Xqk~~HrAdIR4_><=WK+-nv4{a=~)z~dm%1N!v z-{U(zc2VMjvfl5Q-P3hMoS*9YE}LbU-E+enu*-)JLg;!#Nj7 z*4}tD7or78hOM*m(Yk;=?ZdH}WpxZFN~yKxTS$|UYlXCo@fzxS?hl^mJGAq&Ia$P> zdYvriu+_WmpX`9tc9gNpu9fme(nr;=g#FdvZUPYkoc?*xhSCS=V-sq(H`9FK<(iHw z0~!}g{FgP|Z|?DpqM2m9<))5vV@>$Ln4*48=ImVi5rGd#cZs;3@=Gu5osL$R@F(Yg4rnvW z0T_?TE|x6EtaV=g8#^R)@h3i;eVKf5v^Z+CmNIjhPm1eyx@v)EiE}H`s+Jx79U2+y zMJnyi+C(~&z0TQj^&KPv5FOYnr?kBwmn_CJ%BsV106N9eWTc%yMO!#67V02*5-6j|AFa~!t2h492D9sG|LdJ z<8xFU)60K(Hs4b1ckd;r91p)T>bb%r8u>R>Pk#{O-9_G|-NWCXd2{cAg&bQmfM)OZ zhYXQN8k6bnha0KBjmP_n3Jokbn>tD>pUxgM8l0g6jSfD-NNXVJXiVgB-N|{R8z$UF zZ<);8^OXv~EaLMDnWB>>*rKL`gkmJ@2xi0iakylaI|evXMy>8ld|dNo9S;dO-S&RJ z(D!Y9ZFKlDLDy_Ivh(Pp^>hP6j84_gO_?9!zpY>W+*VXQF` zayzYY2N2qIdSSHUM&G0^_K=qE@WKP>>u@B@fL?rO(XZ_z6Iw{GY~bfY$9c7UWtxN9 z>GO?ORH+^;4ZqjB91q=PU%~k7qtNSKE|Od8s3ecHm2*3;?CrX5);q6&g}PfsC+(EX zH764FJC7Q_RZ>!@`bVtfV0|+6c??hm>OyFCAUy`!`r!O{DK$de$+%frarc8oojp-s_eD2~=7r)0PW7)xCt{gaVn**+wz!@}z+Gy1zFT`db@i-hPI$97_&9EB# z_>C|@n2S7fwoNLIA-nkqp9VepJ^}z%y`O)LrZAzZg$1pQ%}>m6189&;wb|%x5d?4{ zmn6|%j#zoJ5^;XAA0oq(Wp9y`IEbY(sn~J6)p9Sus&Y`Zx;T zG=*kip^hi*3{GERlvZCd2M=JPt}e%!vFG2IJ(VqfqzUq-0+Wf6p-^$+2Zp?5?c-M_ zVk#J=R!$q;o4bwBBy07rOy`X_zIYv6X1R)D(_?qXTE@R>F5HuX$!mkLA7aO#=h*fkIXn0 z(V$uZ{i(_5p8h%O&iud+@h5(cvS(fu&9AS@4{qnB7iDLWcV!oQAq9vsKyOk~IPG8P zvvjNc$@TjYK(bbUXAt@V;(1K~JXCr@&ccTnH^TQ02ZG~tKY8)(C8QoY{z|W=0fZK) zNYb2_JvVsq(s6QrIpm3x*@N2kS7=wMzO`)EIY5yQ#~g=s^w7wj&{Aa!_}zHCasj{* zK;crrf`*v^M9}%I-jHFR#BO9BB6-Kk0RX}hZ_vMR+8oI1m%E(kOv zkoy79FjDZ$lo>QCL4q>2bLXK;+CDImi|6HC%4o1~oaFNSyrM>hv@}6>kJcy%R(_fx z#2I8BSYDPae_(Tv79LMZ20FJHasP3KsPMKQ1vFY3`GK{mI%JC8tPPXnSENv4fN%3@ zdR-R7z!>NPMCgM4OA&zj0-d7=Wf#y%A`Rj6vc%lUQZ!cr!YWxBtVBIvxA@m48CA0t z75Qn|2{~+L_$i*S4RIep!&VJr5GLg?^Akl~@{-p`tJ90~V(gFu`) z&An*rW0j|r75f7zK$(+pJG<$EmasBTG&B>N?yy^;6I>?gwXLWYC?>XGIZD^Nu*?ID zmyLx?A!81@01b-BkN0LZvOheAx|r`sYmJu|MGw8tww+@}w=%=IR)#<?dcopx4qdXZOA^w zr3}el?^D_Y9B_b#;h<6ET{{8WWovNsVxvZ%D7=DUMF)*12c1OT$w#i+OOo8=mlzjm zrnJQDZ4nhiZ$6i|BPn64qJ0CX@I}u3GVJwC@5*3_lCA@hPcjaeWwdzM20F`AIDoTH zZiAY{v*Kw7U2)af7Tj_AIQQjE{kB$UpFzyQ&bBNXc}kSN!4( zs@JCT$M=}p0XsOpnq1v0IjgVK_cAxHt> z?{kpeWRHf)`+XOqFw6w7MXOjZCpdU9b104#ilY=3g+-I|6?6MGKYt8DC1A7gv{SGw zaEA0&c>z4SqJTpJ^2#d#lEgp?yu9jxxND~+p4c=SK-{3CKEiEkZZJ@!b=XmwdpMLn zktM4i_f#GMgCueaZg(k1SFO^mgHJTaiec& z)%nI89qBjwR0sitx~vANp%Ns8fNmB~jk{uN9*HVW(Xj%;PZMb(UIJ}i zl758XkdVx?+S>Bhd?9X!8@x}*YY6agaL(1gsAuzfoi;9JE>xxb#ji7cbk=nF}$ z7JGe^&;@oQK#Ii^{iyYO&z_*f{2ZvV9RKdRQL~ij^!vx`I5e{;2{NA z4;5&pGp*&9r%WPEe*~e8pC15>Xj*_^)5sW3Q3nGH)Jk5`2Q&^Cd53^6bO;L#reujP zTATn`LnD&JZ%R;7pBU{|1#WWtvvNI5g#??xZVZSuLS~AL2PuQ;C<86DAxN%8;?eI| zQM>VZwO-z;(kONkq$sA|r{mKHU%R^tek8Ad%`IR-MDK+4@xFM%@IZr5YBewW!rUw$ zu(Qs#KvT5J0>IKdun&*rBqY9i=?~2KZe4aQ9d%aXKs{7e(kpg>EE2eKdXM^H=J#1jF!mTdi1fgb$+c&c(3)Ia&4+rL{DXPY;7t()&`1bB4+NAc zDSe?BRsu2)n=#Xz$%h|GxE_%|rgal!Xx2oQc_r{2>8W`t8i;s+J=RwLYYP5U9J z(oAQQiij?pt>>zf9fvfABZ#;Uq$NUI$AiUR2_PU$dDXs##dL7<$|6IhO%#}VPD*~J zqvr$|Nb4T~3{64tuFU9b^dtSUZ6&NM#=AH6w~m0^*WgbpeuEhTN&|x!NW=i|YMF!N z_0}cU&TACLPbZ+pu6?S#CK+PQdnt!t3EC|JT!`3WiJiH>r>9XVS>_xdbUxgR>a~x6 zVbFuzFH;$qXb%tpXI~cn6n5*W7=^bKd^fWW0=OgV^PN~|&n!#$c?d(*eLzVlpN~;E zqIj##B8^Fg-`7PV0Q_l@mf9YvcTI@yX>0UZw4^z|+}3<>c;`_`Tf?wg^-*Ui09M>` z0Dp*?#{7jZc{>&nx06L}!{-rE=%P9)fjhHUk+Fm#-;xxilTPFN8g(w)3)x(sUfx1qA`03ms?4xo^* zXoYy7($|frJj}>W@whrr&_RCpiA6kHQENQe2Qu6Iq{m~{AZJTpaVWYbdP(jG-7D#;m`Rq=D0z3z;yKJ37kWbx>3s- zfmmxyr6~@an~ql@!w*0XcmV*16?=2*kd^J3FK@)OZQF2KC?02E;=YCP@kOpX(0tYs z$E_~mrCZZGxfhiEK%p#(Ia}7K)zG)`l3(T>OLmXo9iqKsQ3FadwVx3D~t;MV-j%bX$I)*yx84VFaV^o2R<~t#m_iSX2M` z6FJCKPgj%aKxa`{{D^;R-Y|l9$PVC0dI|T_!bC^;$XP!4CG{Q?7??l~~JXLaJ-&?<>*XS$Ms~qAfXg-i@EA(laYUTCm z-tv}G9xIIr6{Vb*byLJc)S4S z9d}+Eu|58Lih1twGeaa(tIDEAEn_}d>}Kk?E3Fx%T(}`GT~PeUl8A}%0?Z!!j75&M z(w3C_>{b&B(f1XkLgZcv7{T@O5or7_hyO0MiGhzJNWTeQ*wNf$I@H&9i{#YT-#l-2td3hi zn-hlIrcM@#M<=n=n~Nl2)Jjkby2T#o(fI3C6L#IKmJz=N*FhTEz+u{#C5h377k?A= zuzei7ViK@nZfcOxYtUtTzM~OW6KDA}nVF&UHE82)^nrg;E2QMjA+hqA4}GepndK+| z6zlOnyc^>!d|!63Nd2&yf7Tc4;=Ud`ZSai2&AvoGl8+317AttOasC2lq%!*Yvsv;( zRSNOLxeA#Ja=d_d?2k%tfo;rb0J^3m!|=_K0n{-+OdnScjCp(3QsWzXpr9a@baprnN6zFm09c0n5*iWLHzqxJ z6HqXa$RJS4$wma@EM@PS4EO?lXFPb^L1@1TplQ$9&*NCtyJ1KO z48Sd)Q9fR&0&0A1KMQ40uJL&~7w6 zr1k&W=G2{FB#>dHf<9ZYtk!S1l^V%*LN2yjn_KSjPnZnrID2w+Ei!6V z6*>c4$W27Uf8=HsVPtV5az!Qj>rEob1Ch6S;{wn=-#;`?hX5oWfmIwF77bFzwE>tF zFoK_bxJs^MgoU|C4foAS&KhaZ`YD{o0atrUtDYhF6tMPW@0#0N;E7l~zQNRja07Q_ z3^G<}A41asz{c2|swb!i{dT1xi@=#LXxwXCKS3csK<1@D^LpzU#5kHhgJTHGppc#% z6FuNLn?800#110B*1;816-VR&jpN}fR=q;}BZ!tl0y7B)$Wnvkv7y+%czzRv-O&+2 z%>Sh88H7Z-t0c!em@bpVMwdY^W&s&=6d_}THuVS!A){w`9M;$D!@bq3%waJ55@MT#uflSlTzxdP?9c%SZrnqg)nC@5$F zaB-q)ka$>U&o?TJr{kI#F*s9VIEY_tvWM{NO@AYA{x(Fu2?k;@qCUffMpS zs;w4GX606VfqmJy2b$)G`D!IoV&-NsM|UbA1hvZwUC}vx5$HU$5NO<12m`t^8~y&3DI5*%I?DFsXNxk*QPWMp^Vx7@Hkim&;4Qe>>e> zKCP4H$Cp2wavvzFtKZj~ zsMYx-{*gYPr4=&5M+PMpd+9oG2L`7!n!b`D{0U4$#QUg)*lD^|A7|_w)Ib-mzkj5o z(qgxMy|GAm6o`BNqJk5CZTFobAVJAq0cyKHOg+vAaKLlW2-Wk(Fvf=n>y-cv{4>!S zY_WyCN8pHp_c17kc=#oK=}PK${ElM7|FVrVdN>4Q&XGTn+X%UJX}MT2yX%wui?G}- zRJ=E$?>!Gj<-~CGu5`8Yflq8ir#b_t*Vz#PAW`&qzUWCD^xUr!p2EY!v*v%^^lI8K z;SCnP8q|Hf5^zNb?W8VA-i7W%Cjytl@6yX)9J=uE{4~g^93;FqjKQ=GpCGH17X>JV z!$oK!TTm#oO|}up-Ri;e%07iQXY-u_NBYnK)LQGxD_DeoY882s_tWH}BNk9v4@i#? zl_Ur6PCxbJ$#=uW!NCC(1N~l`$1hcsjRUU|Xk#quuUBE;G^R7KfX#Z!AS|#DFIDq3D5fG^`#+TVg`SWbP$)-3--d zp8*szZ3G`E2|*0R;CBp%I;o}9i0!{UCWaJhIdKcgEDyCDx@dAj8Rj|BZs0_6ZIbek zTSz5&uda7n;5*_+%kip?t~k2G(EKksDQ+t&fJfOkoe|7*1((FirI9mT`zAo@+U*V~ z52~p%BtxpgZl`I4b zsJyuuy!lA1z?Tnbr8l5+B)!j3tRnD~_e4~5!LaxMl*jIVA$+Eu+4T7bkSTobqHh`3 z+Bqo3P|Czlg63l_A!z#9ciXy|%H}zNHhaXq%N+MMEUIkIFOP2wK^WO3CP7@L45~}W zNDzK_fPV=2sWNq^sO&>lGv&AO3|d}|Q9^5g5F;RqoYm8|T&J%4z*#_3uj!sd=%F0X zcI%Uj9j(&mUljB;MU|vQ5a^*WRH*_e5W{vxptV1_)brLr4A#YO@32N+hHgyO>P?sE zHNN|57GZZazd$)cI|w3_q2FC-^6f77a`<^4TaJCCRcOP5I1|V_mp+13lCl(Uzv+3J z!fn%JL%1N1vG0F!H4bEDkkQh*d5sEo zxrllg^?;sX?K&vHLqG!oAMg?~AP21c<%>E+y<*G0-YArvFi9{w8|Sl}cTj!GfQRH^ zyzxwW7fHfxTHLZcuC@T0+<3U5R$M=62zgI&exFFI1N_R@laP#c)Bi5Moee^Z#nv9k z*bliuDmQMi1;c$UbXYhHM3(8al})=Bs&m(%c!#I`SZfJ^ROpyCNMq37-LZRF*hlalnA+rQb(FyP>Nn%L|ZZzJ4VOHNGyUAK>)B3kZeSbs?g3_6eOzJ~m27 z^adW|BDVDrwL4_V;LMPu0mbqeK5J$lz5dTlV*sP9>niMTf|Bqtmxspl-M`F0T?^uj zign~7pq_#r3sFh&ms|?Z@z>l$)|Wrh$he(1>ZtRN<{+ySAcy12q>N;x|8}mKpu61; z?|)VzFBE`Q&veFrPb%pTTTqy8M#kV{Lk83#5um>WhYf@D)nZWBihnEuRs!z@q%D_@ zj9`0}c#!L*aTMM8X*>`ZI{2R5^JEVeunV+HPh3eiL7i$hW7|PgZBA+!d_&|{Pkkla zexhsvO=3xL5T|D*EC8);K7%?799&ysW;#;XKK_y!$V3Trv|OEJLBls%Jp~j_UOs-8 z0dy_c@~0FWYl${kl+p=okQOv60T0yEAPSR!w};QY%HP0N6X4x{Y|y$+z@KsE&Q!nG zw*mS!5k|KCJHuTNo$W;QQOPSd_WHDvvchGNbrvcUnd-KZXYIH?=J-u?Of^cUQYgdd zxdbQA4dvk$V2#WCDd-yEBf~XB3xSkIoy7(Im zeAD_7XVJzhde$yDAVn&%2VsUa)~@6iRDF9%5(m|hK1~qgi)zIdu5I24sTJ?Y>vwv< z1*S;B&hDUfsDEci=K)BkU1o;vkRncQ)i1#``$`T|c>jQQ7`v>_MOF3sa z{f*w2ctC-8D1w85(%!q1;?O5ynHk6c*%inO3Xry#-_(r3O_0`=eb}_y9Of%UVlBk7p z6T#oEQE~7%4NX^$&Rxr5!7weA)&^2;4@@I@^3HL0`o5+C(HV8)Vk} z+92Hu5ZiX6XJnjmDycsRCU?T#$GHJ|2z|sEDUD=z2V<{Yfw+GYgt*F}{b?(Mx{C|& zLW);FMRW$;KyA#xao~S_#@-zCHq(V zNuubJE)=i`@gK9)$fkf}{Slm9t;fBtqatHKF+@Wgg>l>HC^WGZZ@M#zEWr0?Sa&A% zRXc%$Dnbyz%8?-v8RlRZ{pc(lM6hV#h@-fuNDE%t?;iSb7r2xdbx&b)`oNlSr zwuXw0?4RH~*n*J%-5{gjJaCwfnAc{e$+8?x=FOEcKmbm0qby&Y>+TB4DFUTTqVjUh zQc4oGh*SjN#CJmgYY~N3T*yXq(nADnS}HB}-SJWcPiIdUoF}}*5NWZl+iu@}RO~31 z(FE0qUkM-*ggbs(yn1^dBc!_oY-_*eRo8{zssWl$_FG-I9UBwN_-o=|2@+ z;Iv;14atZsWo*X)VO#^_rdAbTL?(3molfk$I<($SJ>~@n71E3}G>>V?khQO?SphT% z8Aaa2oc78L#p4AMKFqDjtLkTTU)8`hYvtW3;ttwZM^8v_QBW*%Jk0W<6IfXk_ciPG zhqRbzsHw$|%+o%7`ZNe>d}-y6WnbmnApCFxZ7a_tu6%uE8d+fi2`L$XSjqR9F&G)r zi~MnfeIF`ecu7nzj3m=V#HXfxMx&6fpd>ac1luD<%w*B_4upgFD2VBk!A*((5*IVS zb{pV*)kk)Lp^X7Z_QK=a;|>pW=;BEVJCpIGTuC#t$QPfOA?t+(5IK#cRs&L@HCgVn zH_V=cd>E}bPzp&W2COxveO4yxwONx3%>Xjl=o&x{h@yX&H&cf~sA}J(p>mkvhkFzh zxg*@}Z59(BQSK!?1CGvC*ntE0Vj}66kfS3e%A(li*9z=2fez5UFs~uW>jhx@%mUg* za7LOgP>0RF?C!%G5ey+_@kB+LgoU!ckIKJe^4@Xi2|!2P`Csp>`XRK1bp^txieEni z1vuiGAKhcug+w$7x~TL3AfGYaruv)<4#}lb$tJsK-JqwJ4Cwv@;K>+^)m^8Xny&E{ z;4rl^gq#>b-Q{_<-2t8qrwSGCE%0Q{A72xpPkv+rjw|Rq6ybz85}MhJuHb7w1`BtI z(J2*>m)(4(YI+tk6epE64j411P5@6%kv00JXE3-rR#~8ckI{sDos*X90KFY|S3kY7 zKLJd5aLhu-9vt98()(4LoBO+?)aA&R{HY+u)h<5-$;Agj{#G$#ZSV7aDp7?vP)&5@ zhEhL=dPfaL;1uGWOBb(vkB<>zDA1?Z)Lk{dGeW{q@RU@c-Vt40jD!glu(fg|Q$EPf z3^!iv<3ZYzIv4|Kx`!K+hv6i}H|ZcQ;B^|=E}1>JHUvC z$Vc81P$d9$J&oS~q3gTjsqWwZ>qLnLWn_!WCWH`90~HC`k;)!XMp8znqB6o=$jHc^ zl~u@S$Vu5GvMOX`gzWLVUgv!d_vijSzJK0#^*-viqxc|9*azGq4At(&)AJw4$L zitccJ_Q>J4bly`9YGZ2RIg8HM8s-s$L=rz2d2QbTOdOTGS740 ze|*eXJz8O{9l|F(cz^oXTdE6D%R|&P0M#{)hXe9=_NcytRMPtw*@7U$cMd{`-y>&5 zu?Q%X?oPw5Fa(Jl-f5}@WC8u6ro~f5l)o<{62kHcX~mxKUs6MUB?5bI0Et5J;kmi{ zW8sh;bzRa`Jz1# z3x%65kS~8d)*a?>(MNx@3ntym2ix*~W#4x+xpL*oH}9o+X?619K`8T^@%XIo-QO0C zLZtJ+pEo72N?9>}j#X6n-gN4KUGqRq9*m?HxP6+8LH6S*6HVgoMjnDgP@v6?BF~0* zEL+5Y&Om2Qvx{g1V__whd?h1fBT175MJB^l2$L2wVLzMs%4N^6+?X>_=9{*0eC5vy z3VqmpT{I}z90Za+3~%Tmw{-`rc7bMxKTW=U>uB^(7#&IRe{a}b^eIAI`TTg#o3q(Y zahH&IqJl^PK!v`18As3o_+J8Hcu&n?XyeW2=y00&-DZ<@Tx@{4j#TEB)PtnRAonm7n$dt}V>mrpXVO4!YM??MICn?1i}8a&g!FXj%NlhUJ-iTV`P2hd;yxTC9o zQ@>zuokW9%)TfWJpo#xV)Ci`#|3H{j#(ZRa-ZDKnaG)Zj>NvC&53yjbfHy>D(Zm*l`)IW~enp)OOQ*oaXB!{H zK1Rm^B^W*&%#?Vd5^<^gb$OT?{2`8JLIvdw$dy_x1soe|L0-5OHew>gdl_QjCyb^x zgUJ!GMJ@Vgg92;ANIj=ZJBX!`9UWRTvWoe(Zzc}TLb|?ic%vKpY5BpV5h)@QIn{2y zcT-h0NF>P?JK&QvCf5g(JHZTIKkk|h3G(9E+ncu6E`{!EnEVGGOaR2Ybgz$r$#t91 zZf&~dqYuRn%`Skd%;2Z?L+rm4?OepM(vdMhs3vDL&J5$bC0MSiVE*2XHp$v>dl1*$ z4t0@+*DK2l!S^UHyi*{ex~My}p^!mAUYvkN0}VG87_iDXd~Ij#^(P0Fc6dBr;zs5M zM$8QFrE1jsC+M`&TyIfB0Zg&nOx(1U?EpXdyz;fw+?nk$vkNPE=TkG^<-^b z7R(9ne5#IGAJ(eYl-IO7T5feQjmm1 zXcyKhJgjnKaOn5zsWJDtG(a*5TyF=wQTJR#`C^}BLlGH9N*H3PC#Ee+AHaqgwHOG% z3^N@waAeTGcG3Vk#H{4M8gEDKzo?L*TBqinwM~8?{)U0!1>baT55eAGP`1O@Ztt-; ze}t^KCh%8xOBn2`Bpv8Ff)Cx|fSR(gBa*6>g|NrUoX{>>;e5De5Hn;TF;OQ0>lP>nV~B$MYf^KX{?R zSEl3gJN~;{SSPN#=8$C7CJukS-E281&~IaTVxiNVv)pjShV6?kGouNopEyLSwIUpJ zqRGA_0g`>;(K1}my@Rggz(%ao>%V(H)D|_NnzeXk%BE~(Y0QUT{tQXTU5~}Di}rH2 zn61rzRUwp_B{?~4wlY80;0r`d^JZ%omT?v&p}4hf028c!926l&Q__zQSo=YLvUah( zwQO3e|F!`sCo>k+vJ+tW{vc34xRp>zKMSL8UUpN*8-I$t%pY{m&mikxCoaM4q^_)Q z13BBL+kueLr_JhzIXyLa{&24+rQql#L_pfz&%Q>WNx1vv3FHMigQN9(j~?|U3#gu8&(Vu|V$p}O_x(+c zCIPsQ8Jvjr<53>%Q3;dxlpVHg37*10C~n7lym}!`X&Q0MyC!YFmGUZ=+t6L3VDn zkW?b3dH4~UM{Fm()v|x|bpQbbm-@<=yH^t%V@>U!cuss=%6ME^PuBKzaI_ofG57?* zc;_xT=iZMEE?_clds8mp2UXOktz1tStBfK}0A0o8Ho4xA@jCiJT)@)sj^-qa+1PAj zu^8}{n`~8>2`;sAslPgkTwVq?8@jdVS&!y^601|OszxCR!H}SnzOK%#@#KBeW{yT3 zzMpSDeE9l|?L!dz%%rQes)Nlo8B}~nx;DZxemH*VYAt54r3Ej;(1ruI;tQDYn0@aW zW;Kww?`f3)NmLeBY?U`~vKYdw1^*>zJnfW^oqBP{5s>Q+E5W5d#7U=i6K@Ky+T7wC zEkcqm!`Br6x@TObNrO?DmE1~$t5oR!_X=tWv0TU-19Q|rca&aB!St1uX7Iy9`*?=T z8GPoO;>!NKU|A$%y3&N<7>DhOPGNNf5#t_cG!KPwb?(31pjI%_DO&jTM_a)c~na;<%2(BnfHkKa_i!Hp)N&~DOGA~67nspLBf=zF~!X?ghQYet50J>qIQ+lEi zZ?F{Fff`Mea6T30xLmRRyMd)@ur^7H4;*;JM*Cb%^|pef-FIt%3mL?`fYjNP`%pwJ z!t~ti(Lil$I8}TYjg5uw$0Mv*(wKIq0t!Dq%too|5n@}-X5X@mJ|Igb>*l0R=#}Ch zRiI4aOk(bGqzmxqa7@%GFNl*Zu^EIAe+#;-NX-T+W}(Z_7n#y@$|%^KbQ2=;@v4)_nG$uMy?cd7PrHLJGO6~u?VtbsRkt=DbKW{u+orK1v!x+}m0gD( z)dHrd&iGB_53*Pa(U0$bLCgG+9y9WLskk7g=2rOvak=%oh_b2VDn2Poq{8^CxS(Vm zm#c%m$ESa1(TcwV@RSd$=>$}*l@F3V3j|o6U^jm}3uVCG@H4fh^3v33I&nVK7vc2m z8(SW`@UA|v&o9c!!s0H!2LT5K=RZyMU~6#Q_G1Cywhq}rfwAn9jd(oPUBidb&Q_J5 zWT}0Qy=hVfYHQhAoKx2?rfo7$eyWXJZ2SkXuOOjc>e*81*!q*}Hn32gPIsw3D|he= znWIGOGIEq(y(<)#-Cb=M{Jz}hY#rs>F6RWoXa8*rf6&@QO%|pu->@- z8{mYyCgbLtQ;*D;c|iVnS|GJ^kVUu7o-B@+Xh9+Si=&uG5@l0R0d7Y&t!2~8i3;dg z{tDFR8rqM3Q{Wyx{RPLorOQG}vO&Gl%O9~}Vh)evxWwHY$7v#zhqLmoZ?g6$$BDEe z@U}gb5(h|ctF@T`32UEys2hBK!*jqsUeD6qlOY0ssEdy;DoUU+r7BOl3K(REiXN;(e)3CU=LTOe#BSbk zpLCl{i~kMiKuPHxQziojDZX5Vc<_IMq^pQZ!mB^Hh`w}W-z)-*7x^(Q+M zDw^il3O4(!KN@jL39^s_fSP}6j(x;RdY$z+Zl-$TY?_}k7K+K!3q*WM9&AeW5q8c% zpcPi~>BLWLDeW0Fr$cSuO{!n=y7wL-H z#XvGGMBN^sf*T8?bqyAgyf)r*gCc<2aOnXdNA>m&Yn_LhR=Ix+v|93B=ATwgO2ahl zKS!rQ-KZBZe2m!;l0J6m_B{DW(XR>IAOoQ$>{-S|McO1f9>)ibyhsJY;fCBc9y78wiLJ{F=0{J*Yg7N7RD{AUt zY!1^;>V^!;?1~d77l|1_AIcF^=wZ8d&x~sDz=QS|_FxZmA%OPT2N8KQvkQ&i0WQYT zC-Ar~x+0=_{O<>WuLp)-IJS>3EDw0B0LprZWi|8{@B_V)`0_>o(<>FK#>vD@YRvPC zzm$DSmn3*qNX~j4VV)k{gqfLrcEJ(;8{m4g+1GS45T0=%{4E}P#xxFK3i1NE)rju( zF6GnW@a9DwF=lRI!>4#mX(ZeM2I48>+yy$+CM|iIlv=>8a3KB3@(sl#U4t6Zl!l3p zfvvm&4#0FeU3HHt433n*L0zr#^>;}J*liA#UFubv6LOainIDDx0zugb3HC>r+{pPuz|*2+}5pwx9&B(*;XnB zG+TRbOI4CJhngNls)BbH4il+670^_W-=A9xsJ*MVDaXWPMsPO&n3z0adaF2ddGNH) zd@?lhWn8;Z=hiNPK$-470>L5UMb<4?m%>6EjbQwyH`+TAe8q$O@zi z2sy7+QkD9t`&sf=e}5GvYZQ`m^im(>cTr=iXVL@JpDkXFuEl&m8$NH!CVg~stavhMGlk^JNVjsM(!3eGlhOf0=ZNLz)Cot^!Qp?Oei;zTbg3|z(q z^?l$yWL!O#Hn$?6>q-^vSUgx0O5Nnkt`PRAPiNJN^Y}nKG-(SxLU5pSN^rRUQsL`$>iTp?p>R^bor77=O5oIsID zAbuEOT)hIK8J>@CMS4Gu6la8_oZ|4b#yt(~; zWCJZm7*I)%=v4KCI8I#8YEGv3j$OE*twCI(dV$GlCEEE8v!x%{?C;brK(A(a&0-Ms z;G+$^v5FXe8V5k5V_(gaja3x@^-+?`T|kTMn${Hpt|PReK0ZR{kDECDP59RGCR5h! zYTNq$RB?0DuN|QQJk89f1qWRY*w&|Z*SL5#x%o_zL7q{E50SIBq0kve(dU4m!fmm6T}WJ7D}LmJpX;r;$+=3dZXT^xaFx%%Jt!K zr@R$K>g}34wHi6&T)qH)XE1bU-2Mwk#@3F?8>f`sZ~Y9z?GjCRIzwMvwFsS}ekVnF z%t4%`y9J}Q#E|Qr!CUvw@}?qI*=Jm9S9Th%O!-C_<;s3m1$XbyB~}nNm<5y7u#&;X zL8yX@wetJ^e>kWbsdu`ohI;{8ZxcB-1CgBASx+R^ox=#LLW=P11J0R5UVtJj<&$4l zi-*wv&yzyBe2%{dAGyAH|1)%Q`CIog^Yz1Oy^1A}x= za=7u(+|=Swf7&5Al8-&V9_OuQy6$A@>ql&?&s1ywLiX}?-`d5;fojaPWnzQ?l1#6F zrBNXjXPW4rRHbOb9k!RG!L$Neb~%3)Bu`T7$|eQV9FUPIi&!4xd*=E(xX;-`YhHP{ zOG4Ee6P_b9@4b!)ymuwL3HsU8iaVQkhR^?s<6AE2kFxLL4&@`kwEYD`%Eq$)f*b!H zG-QT@4qQ|oq#SpZK1=|RWn|(RZkc3>ArZ?4>1+{uLco4Og>DhbxMO((eC^Yt#`f8N zJ-^jnCegd;KExOA==!-K)Ao&>YnFZ1iw~DV&!{h0Oa-pm$X>qq(9qzL4ASB7xDXI) zX#tTJFtl+T6sg=-Z!#GiF0|{_cah^f(vqWR>xW0YM5QIe?Z=90$yua7JV!gGVE+!1 z{i7EOVPmyd-8enaV6M9A$ZuBgQ#bnVtn->Ec(AwxvkW8Mp_5OratICMQ3!>04WDPk z-o)fQ;9vm(oeFI#SMT$&q~TS8$M~WKE>`NZ{}gl7+GS=>8~46H!)HFSCelhs`(I^Z zq+CL~pP$eT1;*W=`_=!Dh9@f-ADams<9j!jR=M~m?Q7b`ExX1wEnWbbpUSzf3~~o3 z(J(ti!wwt5k79Biw%K8qbXSe8+5q~;O+_wW)gJpf7eR=pa{dP9)O7>kk_)mP zUBOBwGBioQ4vRPVy<@pCkdc`qf91s{IZ}l^!#Ms$dWT8N&i%7d&`vx_>TeVg9@=sM zGBmZ~kT&T&Z{oMX$;ibElbh%v-ELb%iRKvPVR4^A;Q~`_(9m2WCp=i}j(ROM^81tVYWZjD_NhcZ=fB z!|)~3>GQ$ks(3&>-o*I#9qNODN_$t&sp~z$jwB*5T&xz<-IV%#2b*LAZbO({(fwJ z6dnDkl0A%}B@uNtChU4&H&JtW@nKmt{B{`X7rid>$7Iii&`dPkn@fZ^l&fgas<$3X zz8~S!=^;9a3W^aTu*>vx?dW)WC3AGM?O(5wWiE~a)V%A{^vwb(%ey`D~1d_f!$I6;)ES3iu^_$ z6~z|)%{yF*<~>~&R9U6?&REyR6kT1_bx1zhSi@uuu$#3I+7H0MdY|qyd_VtcY!V?g z=4p3pITp6L?`D3>V@%aA0>O3YjyV4=DK&RHe0v)Ehdd!qK(DVB z{)3qoF&q#=U3f`+J4(FQjG7z-9NkyG#EO73?ni~yWF=EHA{*038Bbwwf#wkSw_8P1 z(y_dXnE=HTF;>9_K=j(KswtS19bgAUg90N1-$lFfY(x5EKRdDQ_2O#L(ARdN>n zF&A`=;9B{8M`$`AoF7xt5?Y~phv2|lIU1(hggZkS+KG>W0C0foqFa%`K5Q`5nGyUx zgPAS%K;H_0EtIJBr>LpdP|Rp06oF{3sQGnk2h9D{{-Z5g)cenv8uKalEI*~|QqB&P zkf@SwHssYcGMyVCW5;7?VCjS+waHYF1a5i;4pA6)&;wo_0$Lk-%cFpDqZ-E(`+JDzIY7d(~ESsJz!Le@5BvGs@d?F zgB);)wv4ur=MMfi5dcRBf5<1fzcW;VVkj7OOp`mjbg5*fTQe%f)p^hS_fLmB$PG<_Lipz|TB`=IyfK=(zb2YxKHxe)>JLb^zoylMd&B=l*1a=S z+v}5l9-pI~T@)b4Xo(8_}L8sRX+#qkdwN3ILohrYdB!x)Z zNYI3IY3nClS#yox@F;G%Hkc$>IJ6V1O@mc61V8n*ry6?%Esd*x#-CtSRoxg4B>n== z@kK9Qd>N~lRJjU75lV9T5VrWrNH!+Q+AsZDcz9Z~99bF1zI50x1yC6bD1*~6t46h7_8h$Pt9-g;}F zu6x)|iV56!_up_7bam;&<@$EMFsvwQ=?H1G4tY)|Wqi3YF~c)0y(n(SPEs}X`VR1x zsVy=F=&5Negy&|9O_NDyKYN}_i-_Zx#2S#)4EM@z^LAQhgldNrNN*v%Kt0!bGmU(; z8Y~o#{|c{Dd5${~LP-2>YI)g~MJ`rfSJ^abI%t;gPc8VvHGch-NFDq&lPs0txCHJk zxg2Sj4Z_E_;4T<&EdP8En4)iRm1N>|v++eAt%!Oh*Q5`Q`*?2L9BtHo$b^qi;|yui zgg)&xh*V#V9`=%vFf1eS&Rct>ii?$vH8SV%Wzu^hUy~lHJ>P53Iai{psx}pa1*sDd zCJ=qL29jJ3%^g|@<+AGWH!P@JP%{O8n7Y4ZF){f_`7ZGRp)a4GKOG|;2T?GUI=Bym z4Gn3*?QLV}e1!BNzL2_+>24FB^+8yNq)ExR9^;_g&|lmy8SHpYkX4;n+N@mgTWC?u!H|eREa-So*tuqL1nWD9ufw~ISuX7lMhHT_x#>V zI$$kPxcZh{oex+zYAhJyt-bw{1q5y3HkP(`$-hK(gz70f>tKV9<16jEVH7R^d0HdZ z-6VP7;Rdzz?9jtT6C*bt>kdr_4QAqpkI=TP6*TtJt8W1ctRhFYyVX-Z1>F1{!oEVg`jhM1}x zOqT5B<8S}^^`PwkX>IR0TA;-tic;M9q|Xg0uXqhD%|{bzGPl0aYDCM3=7%<98i>1F zLJo{K6c-!4@yBb@bs!Vzi7T$BB6 z*io3nQ3MhyF?W2DZVGlas9Mwj7QNhHH72`R@q?<-mr;?~UE^$**#%!Fhv`n{{Z&}x zd<&ZWj1GslVEnt4=E=eUOB%oVq zB0jO_3EzE*`>~kdCccllBUIbN1tZ=8y#|S_ zqIsVs$JUBYLgJ7nt)6E;4y8ixiM$PF0>>VlB15DeMMwFM+X$8?eh{(NOHHcd^y1~O z2dez-YsLF8763~8EB(~rGk1m>noW8c#iC!s^?CS$Zf*Z?Pe^PWNLjLX7)_mlF8{v_ zb03m3ryO3=Q4>w#p_7#mtOa_(v}!`~DzajRt8$Z-Y*yN#s0xOYg^rFSo_~kpyr8iH^B{e9(t;~TX>Rl~M zYQ*abg`Jsws7;OTmO!bT;5ETf5;vELT9&vC7h0TsVAk;h>Jf`B0SX@$NG9kYxxlMM+5c~ctApi~+3jV!~SD@Yn|TmVK%*H0Ah>4;Nz9c^}&je{u%y&hmEJSXkE zE;FZiC~3_J|4)fZk_DPG(&qw2B!R}^+`n?TI7XP@ej9(f>`Q2Qs_F*?PPy(P@@GlF z0sFt$MmBP9siBCqUqW&US}rCMzcM)bk1j@L^)4v!W5DrhEtO{OS*#?g3>2Q_7x=E-*MkARRKUq@^M>L^>? zRUgNr3*@?iN5 zGl>C*Dx%59+=8%QH9D*qkk+OI56E}bmrGf`aaYh9EW_E7F07+WMU!uKzT?%E;rx}~ zD~Bdg9e#GjvqhNv9BDu(=>E)LMedV^-XYu+kK! zWKL4Rs<%%I3N&HahL^U=j=XD02iV)EO|^FYfbsgZvHw06s!%yIURG0mFnbbE z5-*kTAUGBNtOOkV<;rm3ec!HRoFV-Mun%-h*8tb5Z#ED;axD?M!0v@V50DUZ@MqKj zjSv`ky9;YX-`fEh>!jJ!Tw`Yh1+*j={O}S~QJ1Do1AWt)w3EDEDY3}?g(h!P@S1a& zfX5J9&D^l)t*9bZ>2G>NsLDB*=v+@xQiPph%1G2upaQ;vbn$|p`M$BauxGD4w_diC z%wnXAiajl&k?XOuDctNiofqd-e92m5eqc)FU4MYm+Y(Gn))Bry&ZZyU_$%OvvCoGe z!5Ry9N?*<`2dT;`(yf5D}d!%1*?{RKM<%Oa9Kx<9m5Iasx4eiwbyB-*>4L@X0c+ zX@dI}LvuRh9OiMv^wgj-?ts-oa4$IY&=s~_82vC5=%8y>!k$)u)q$BmN$ojfx4AIi_%La6o4s9nE`G+#M-)#CEQf zgGf+`+VN@+3c_;C2vdgXZ$k6T0LSM@siaZ;x545<7}#2l)*1#;%)OQb!MRl|=i;-+ zg-2Ex(dM6RbEGcS$9>UX2NZBR8%Y*S;4#Sb8|L?yF|pCd+5Y?lSr42d-IU(BDABr{gSi{w*3YOBjc8S zTOXBOjFq<6|J9JFCLTl?n6Kv|z|Irv%;}hy_guW=x+d@CtE}@Nw^~pwvmhtt3Z|tp zw8;N>%l8pvVhf4yn!+B%8TGF3A`imQh#cb?3I6lf_jOB7#HKB~E}NHVx{}LXTGzn& zycG{!kA(>b(aMf<%n@Jep$hy}itL+v`Nx+R=34ZNmZ=(l3PwY~c)9m88u4&lbz<=c z;leA8==d-P6G`V#JeXn*O%1gp9CmSm$F(u(Nx13tMDqP5`zc_>$om1HnYJ%Y%pQxt z3OhT>yL}u>#CWs{;9+_tt{brmQo9(UfGq8p&SUoefc9Gagbg`EFUI*^lN@6UZ@u~b zoN4B?@X8Frm6Q_sms?^#oB}*a{~9X#Fa#j9x%7URX%gCf88!%Mo_0GTyQCTHYnZyj z+E5u(H zu}lSOdEe3C7qFaCS?imf6^6eYLQ^PZt=+#-KpDS{8ZG^Z=1uj2Dm9lC<%o!C@gDbC zeXr%~vK`aEVPp{&U3W|GN(+DNwTpd%XO1}0UqXW${Q4626G&GNrE?HW!!02%Nnt8J zdo$XdU8h!S3ncWNA0BX)XsqI6;;&M}Bx*&^E$@^3GR*kavrhgVkCuTLSJ(;(-pPVl6aK9CdEz|M@a> zgJw`5B_x1;+*DLc0raFY7C-A{CE>4gSiW>s`%poQ0=Re?|7!61A57k7YOrh3_DG!6 zz2v+k8W<@^RpD_*%TJ=Ojg6EozaMN_sf9eZtQP7+NBDDLV(c{SRz@=7oKX`_|FZf; zJjp)s+#tYi;^{%6(B!W=r&quxp&$HjC?opAupXmMNuY_FTf>)-fvfO)C=bwW{T^G(#44ei0F|>{ z7&sd2KTy;!SXzW4?%!A8;sO--b{|z&x`|-ekZwB9He^SWJ8G>=h3cKIr&BCF?NZpK}6YckgYELc_Ss~1334Z zwZp<8oa<%nEf{f(?h&3#fpVz;TAoq)a?(tTgVJ;n;(z}6^WNW~+H#}CnJCy!24t)B ze&-(mC`*J&g{=P1~4dY<#af$QE+ zt0tAmly`TzusC-m4!+RIW1fhO!16)@8(=unUQkPOk|M8qW&$D->~vjhE{w^0WxfJ% zM()B_=C8@LC(Xey)G+$bbVIwM^9OYp3K?Ac!i!L*WW3=;F2Gm_X$gf@3uosyiX*vK zgS95wo>!|}s`4fkCG-0DV_$P2?&4X{FWk?4D zI1a8GzpsoauWsp#9VWIGF4f5fjrX2qfR(sK78so}TnL zci75Mw|(u9plzGjLuYY~a!3f-{9DYlxP#e9Sn=eK%fS);j97Ha$td79?wR^hn@7>k zc?r+~`G2xhxXZxtEMIL`f#-YaU~x6~ z%50VBzd+T@uYfD_^nI@HXk@l35t{=5H{7xt>S3J27LO<&hCKIU7?}+STzRne`35~e zkvtqGGvBr6+8rN_;IOEjF@oeGXW9-pVj&}ecUY(tM!!qO!SK`1WJmCPU{g+kZ|>@% zz(&uV@7kpPjgK$3Kx`*4CwKeUcD??ZEuys0Ru^j&@tE8qrdb3eo*y?A$sFK&%yEN% zbd*=V(yjM75$(Nw>pcc?dcg*gG7TxAK z7;Xeq-BR};C(#0FH^mugi}(9sDbmD_UBL1e1I3p4YT`Uhl6XIZt#{8@$-Wg@e6bb4 z0OP7Ll~&kpmpS>blmG9qVtORQ^6`7!uvofE&tlvkc@Vq;^*P&L9-4gPJ~&&mtQ;hq z?za@J9D!C-oN9GSBSQnEvzqzyWlVkdQeFLe;cn`gCq*QAazQ(0yG6;?qdC6f1iuHB zZkX6G+)K#_Y&M{mpNHP~(m_T247mej+yjpmf~4rZwAhH%k#kv&y8}-LFy(r)nGV+Z zEKlZ8^jh_Nm!x8~#0lS14Llz&+ZxNvEq9K2yX(8&&;K}M`L7E>M!rm1>LTSr&_LnS zfg=$n&L8DO&0LTDq6~*mFkKr;Pt`x^es0?qu1a+@OWV5^XfdJ6%J-+N7=RI`^I(ts zqE&{}?%Xc`9xU~|ezovaIiEJE`wzeh8Z@k{e2+`D+}nISfYrxr6oz@pJoBc9Wuk3NG6st(qzNR0V@+ml}MzJjdTGK_8(lnLMtFucG?m>273D<{tRmu?|=b zqstEh8PC9+nfnJ;YmMM-7_R_S%~QcPyX8b{V`+*%4f0P?;ZQ}&d>W7}zHi&TRW;Q; z7jHS1iIy!c4pgIguHb)(n=rf>q~pDm7eh0E@8bT1%8VWo_WIMH8@gG56uM^bxR#@* zCU>u*iW&`3)lSwamoHYCjf{7vjKIdzI`@Mrr0^ZwzZ8gwblxL!n=_Z;AQ0%8X?#4x z+hh$~nSWuk^Eb&gr{zJ&pJ{1p&}-_9SKH35^jdC>W}y@w)KYR)70XqGc6`g;g2VTA;;S_)Vj~>(-=;2--zbkEgC5=L8i=&N!ncS)avUj@=Uis$a zJsCYichHpFn1gE9zd$R{$3(d}^zxo5s|L>?>S;@Iv||%jAup^U^m0tYx+M``oauZY z#{Oqt4HO|XZ`HrX>5)U3Z>`^gg_Hrg2HYQcq5aY~BC z#1i1B^4KS@i}j{ZxB(|u?q`J|JA`=01Hg6n<(qv_Z>WT6OIL$)s);1EB2aJs%4dF9 zXylq`XHbLSh}&P~k%Mlbsadan_}~53dn5E1In{MTg7Q+`=?5k#mvExd-e^hpyY{PJ zegv06>A`0f+8J(V7egPQS};L`nyW_AeKzzImxG6hx z&KhiJLibn?j8l~;Fh#K&iI}#uU4FZn-&1N;QXur7cQ27p)F1k1UbcL!F=0G7BAg|iWY+#RJw$S5tvTx zz6O#1($l-IVCp%BZFP_)jT1f6NL>m`y_pzh8-l%EPq-!kbFg%Z^`$X(@~<0hXnxbcmpy1V%!Zz%7Xw!e8y{bYF@@U2Vpx4Op3xG#LX3ZCy>9eFuc{XW9c zZE_aIFvBA5)N~^I;4EzMo4fR>KOy^IGuGWkkWJVWXfgws`?CtgQ)o%I;o3nKqJy+o ztie)fILP?h+vJss>$8mVikEvfDSwrwe0F4o(t>W=&0+IbqVDD~FxPI>5hURO<6Ebj z?>;pml`3F*94ekR6v|pWC*9&iM7gKvrD_ke18>lJ1KathNo#Z{^%AI>@~a7oK1Su{ zf-4@=QT90=1HkbUy)w!9jGXgOEyEz}A168=a-q1LXT0T^x0@mRHm8;ZgnJ9l-&Ez8 zE&uf}k}!Iq{qhG+8H#Ss?+E&1w({4kyzabajq>96?M^j3275>s&ZA|HEKOm23b~5E zH)J~hnpn$q!Qw7p&6!klw>*|fb{-=vuYgv&Rny(Vp?&!dbzISB$xj?o4qu-a(RsI$ z0VRmV1IF>cy^SMj-#UT}O0_2-E5CM`UDLKD0mwzhVyCNTbuzbI#Q-EcFx&B|a~I;L z<<1juhTMKdCcq?;q$4-+BWPs4D=G>bqf2{S0lBZtKBj0k({X_5JGBWXo*@%?7{00~ z9L_p(4%!INeTJd&XK_W4WXt-;`T)JuX@#GGQYmVyj?fNGo65AdWKpa{qbX|*%4}ty z2GqbJ%mr;V&c9(~5(ceSTyk-&m%_eoXW0*%`C~3yDrlPi7DRm;+W6E*<>-@*l-p;3lw>vdm z=$`!`yUl40fJ?Jyeb5%=jbw?qho66&Xem`+wEF`0<{~s9#SXyixZu~l!RT*<5N>W# zx4dbb99lkGDLx&2@XE#Df$ym$5{~l_JIP9{o$3NQ)$$KkSc(m&3e^-j;D%k^ZN#Wv zH&7-(mcnrc!dq9#!X;w-;)_NckdqqzcyvayXiq@#pkttu_1c+wAxmdwE`>$wOgm>m zIa{0!K71ay1q%u4M}cI(P+|4=$FC63d?vrf6M5;yl3OSf>v0SWKD)qU`%2k z`@V%{>f#d-XG^kC`ipWB?qP>;(pkn|#Gx3@$ho}DbRTK|TMTmC^LP9_fqWmGAoR^OI?-5LFD($?E^NLG^M8dt%q`x_ zlX2bSFk9zZ%X=0ppQc$8VB5g9Vz@Z>+P6Khul>2KD)VzmEWqa6?3$5S6oqjh@@VZQ zz*f4Rex39wE1{R379XMN>3+IyR7u`4mN`JI)4 z{AgtHiCkeGQmX)zQr;IU@)X0qkf>cXCBUb6&WLdlt$i5+uU4YL+(vqd_!R0xxpuoh zEhw){D&J59z1YA!arN#wB_K-;9@e_~5UZ@L$DM$udSg+>I)VljjQyo-f)VXlM@PqV zvbp$TyZrBH3$Tdg=nnF`((*oUP^D%)?zM$)siZyobexh;^~FNeWv|nOg4j$RF&x8h z(KJWgRFE99FRj74{<<1GonhKa;}sk3T4_VId#rm7NCvz12RLAMGCr27>~FTy(gg5` zee5kk6ezzQUC%v00u=H9|Koah3kz#uY*ebbv;wU~%7K+0FKb}oX{t>ia5hdCx-t#Y zreBa0mp@AifuO7o6IGDU_|9?zb>%YLXxjy&M`vNubsIZmW}iiJSH+4yr7D{#9rH53Fy_|#7mXLl!B&_DL&yC{P+(XL!Vmk)inb&Z8a zu~yC+Ra^KS!NiSl2*Q&IEd$JcHzz=<`NUNvYPwe>B{oN>^a^Z*P`3&dCH=9G@c7Ge zw~s?&C0WkGbj@$(GVHX4B_Z2$NrU2~9))BUW9=ooq!#ZR) z@x#=9Fe!v~UUrrKwa#BABHdF$^gONeQXC{PRbevBOWTl1xS|N8o2F%xPsTc8TXY+J zsk@0nXUTl%THVMglrCFg6-FVU%fM9|JOW+hCq|5=0A-mjf%1v$nt7lmKw7jC2n>kR z)fdGO#$x*eSX?)gyQ&*d;~AI2d@PNwMtomnTlYfOOxZtrZ_vgl_k5E}QF>)2*iB^P zP!?IyOgzY&_~-Pg;79Tbi4HF)pS%&=3KiLmsZiI#(5oO!M7#~o6_|%iZ%Q7h!@WZP zq0Z5Ohv^>g3A?{Dul*BmW(V!Z{BjK_ls@8mb5MTi<bxVwBM!KkLN zkKqjXL1W2G&mwd{^y2&f1j**>;tbJ>_rFko=-}J%lzG>mK5-upes)jskPl=y>I}nXybF4jH2O|QE+~+8W-{~$Gx^kd?9b+% z`$R&y1l^qGXT%@Q0prWhC{&Prq4Cz2?1QP8dE!G~tYZ`>y*C=NKOX$pZW&nK3eEMI z;F9Nj(W&3C4ihI;TAxz8O3L%LH@-&YGw~Zx)xF`m$C}}nOsay=cH{R8UF2kd<_<*O zcOKG`onE`pc$M<>hB9#f^eW!1K&>LJ=sk&sy4%bUz>xf8q6Y zSJ zcPi=&ugR^BKnf$oB0ywmmS-KAlS7fICU=FAO zi$9{`-%7O|&l3fA?|G=dOjsKAeImnpXhfhzXny5L7nxIDNN5~9tkX2~>~c@(t03U1 z2Z;6S#6AWNqm~d7zJ7$oFlQ)1FD63Q`chQO`x4i|iF$Ca^LMi*&_R-N zEn}#xG#Cq3kyVO`2@2(3JEmyT>a6t+m{zujOn-VcgXUwO=xrs*Tm4l+*(K%V0_*1H zCtS8>fi+EKI?DDVz296qz_CtM>ZI$2oa*@|wE@xTqMs<>g~(Z0*p`cAZsRvnFGK50 zx%;J4cbv6!0mAEE0rHPhacSwO+>G5M#ckiWKY6e;%I;wPrRi*i>#$?0bOy?(5=Nr| zFQ7@}H3z*xpJ#4-_B)6RlLbMQ(gx6U~k4?>H^FZEu8{I0zECT^&65(ejfl%J^C zViqH+`;i@9B`pRY=cg1VtnVAvSZ?s-Dr{ofga$T0d&i9d<1Z1}>v^GG2@A{)$E#9H zF7%v9JeNWSi|ZPaKt|=@yB)$T+fZoV1El-|_C{Yqu$eM>q54MGm44ZBk7dYETSsla z@YcpfPKUOC;!9@U-789d@DH$>O#B99zF3>g3P8H7^vA=Pp8c@LCAnp2MVC)OG{5U> zxC;kKIRD_rWKPu#Z7a%h{>i}n&ttYRGxeaEqbw6wiJwpf^`+*5ZVk=momkhOhMop| zDa|cLtWH5=Aw2$Bs?MYZ#x>67W=O(LT0bbdFEmW0J>a58?R=)jhLcUimFKagzQ_}OmBu!A@bQ%Q?o%Ra#iws-S3jm444qaTYp1I1|~NP<2tIPAR9P0Un%Z= z<%sZhcWmkrH2*0&sy=-(fz!af3P6G>x*!Xb&&L{|FasnyUj8O#%M9}!$fBe=VG(s)}W z`#zWAdI9{PpSR1R$gdJL8!M5jQ|?*6KSX*lBVMEC)=h8hF9P* zxXplyGPpW-9?f`rL6hmmA+N~hy`SVs0Pda@Dy7-+cUgeI7Ls)xL^#&urgDYTbun^M z2WB2#fLQQnESM=-rMcqOsg?hwGC{Lj2y858TOK%U>~%z8+iL)v&5wawe3@$HSEo5L zjxgzZdqWmDSryrbX2Juf#xz>P_kDoZZxHvR5S{D`0%d2+Go$(;|HJ1|qQKPKWFNDr zLTJQl+d8G_<#O1-uwiW6!7D$$r>hp$Wmh}zARPht++x(mD%mT0fn-y(Zjf353!n-1 zKM&+-l;2bUp1p0SR@{$_Y$nwM{rTz>6RfXnJd+Tbf8Zmst?FoRpT>;$$)-qDPIZhG z!#y@jNEaj<4SE{rT+&=%B%2gK)d3Z*RrN2WnWF4muBz?cj3shSdmbrbZ* zU&i#UP`m$}${O|jB=qu~`d_FQj8~CpIKO<4ucS&!S+Po=TUoxiZIUdx`1s49;J#;f zY@k$Wh4%wL(Wd#o!!z%uW4og!qoSkPr$NEgoAmO&74%=L0v{6}Mb((+Cs~@8EzQiW z=_KOtEl$WyZ{issw)THc`+=Mj z-Pw##jMgbN4=l#@x%is6o=^oA?rHW0{q*AO6DAC)Yo0=WO)fNzxlA zCH+Z9RQfIY9HaE`a=Q2Nf-?$|Y;55fJ2D?^ofP+(`?L{p{$~SY-UDjU{@?jUGqXr% z%fo%RSzOXElo)thUxYgT-MEWvGa(Xy4JNgyh#+G#HkYmF1Y8zDK!n#B;8ZqeRsJRR zCjx9T8UqhaX{ff{=id!FzC}&u&1u@1V*tquu8EcvALhOrY3nj}3gFN&9tm0eyyQJ& zX-;4(=g;}%Vd^U_eEAJEi-zVYKheC{9w2{im-ae5^%COxsp{fzPxzT;U%dGxW#gg2 z)VOn_>SpteufnSst(MC3@6Q&?%+wkiA<+TLsI?g$d{Q8j+)?l4y^Ks=`4?k*&PQ&4 zV54K1S}|R(FR;$eWZ8d&U&p85k{4wcYF)kM?xyy;j{&>k>qlItze*1$Bw2mjhDhzz zjaoy=SRMMbJJ7z|`>2I%XPkHLQubcl3kz$NM2FWOf@;+ga2h>JMVu3kMy>zAKO=0R zp76=n70gppw*QUY^D*s_w(z)QUEA;%Z|MH(^?r^&467tbo&ve;(?na zwlxDEzX6BxvS6TMaP`{6YwR`zA$seIz1c$h!$FBN>iI)dn;;B}KmY&Od#k7_xUGL! zHX$e|BB>J6jdYhZNOx|O?gr^lQM$X4+;n$Xba$ha(gM=;t*zkmoc}oQ{daM07<({a zueIiyYxew2h}r#svY@SIr=N94gxz+-Jqrn*rA9&`qCF=sF)%!e9s8NU=H2Cx>4L;ln$M z3h`>n%64`@TG*&RcExk7YUx_1(ZYdC&FuEC^yCcEP#iBS9Nk^m>_&ojCo3pl+#eP% zxLeCgRW6GA!ufSkDF#Lsjii#Q+3u5wSTGC0H$kH z|4z;o-iEWz@5tB^i0($btxx=Ob3)d?L7JDqD{(%TM*r&n(0alYWY%33Sl?q!0oVxz zI>>B!lH?a)FWF1X0nBmNOOR2m6?PszR^P20$-C?UbG+Hsp(RI%e;68|zQS{4mcp`E zO=AGT7(j}pX#%6)8G05$C`ih`V(<#cfx%P)!rW-U(Z~P}b7NaWdxlL~)k{KL=Dq=F z!8pvOY!eSkvS>YZfD7#^07&)9hyE|aeT0|NIh&zh8Au&UU-NTQ>+JwoFArt+gUg;~ zP=_@p8+Q7V-m`9WKds~#jt3k_t-$zwz9Vmip9OGdL?6K0Y1sz-LUUPI>kUBpV1V#8 z-8@W`f&JQmaRtjP<(FLB8wIVO1Mc^0fzeCedI7>&4MHeZzyX#AENj*&J)#URz*VJF zkUo5)^6gUV;4>&K=O>bU=&qg>PzHJwY+k}g9jLrf@&8lQ0s2xZ06!;nCSTpnNTAS3 zaUq{kS2XeA#^m0abPwF6vdA^b34_Pj+|)8t;l-JzZ-us!Jo{65nF{8WSuMhYi3OY2 z;WKO{&BN6f?36If?(b}-f|O(XbXoJ?$yzGeLTbdA1z4ZbuQ>YTzNwk?Uc4`a?4Ot)=*?0eh_NQ(VW?+<=zLBmzx$;`|oAxeF)pPT!2l~4^^RO}0) zyKt#ppbyDQY^ld115a;fMN~KJUEc9~i}}%-#mYtS)NPY4X)+ym);W}@0k+Yuy{Yf3aL za$eyaN8AK|_chFC?e&Ld86Dw4(nT;Jttcu!zP2enJ-tq_IwmF8d=yqAGyd8}or5q| z0={$j_Wcxngv6f|vv&o<4+l<|gGx?8;R*$i;oamr7&(Tv(wUl?n#FX*wWLO00&)1| zjsv~#f&T;v_S1&gNT2dWL;}#*ZpI7JRJs%t6jg;9ie+VGQG0uP&}veq-QP5V|4615 zBKZ_x@rLE`Z#w$;SV4gQPZv|1!x#>+tjNR!F(yUw_?;+6`Jws1vkpYCL)%85_VtN% z71`ktcro`809fWY_GmVxqc=j&ZO=aa6_=!Nlh-n=3krfnurTU5n3U9Yd`R(<`^Nqihxpnfg8|L4R16fqVhMP=QwCd^=7AboH=GF`1>SA`3;l91 z2m^wO^u{L&<#aAqIeq5mvGnrztGd`pDa=KRuyzMLVf5~fPSk6L1L9X4vyeRS-4)>u zZgouH91rolZ;F1Aq)KrN{LFeC&`0bH!+UUz1;7gi+3NIP(LX!`f5Rr?n;q{0kJFb_ zOSBh-O3uqTTGh`bF%5E%n77E^JtyEMxT2L%I4aiy60>9>HRUx=lmVUyl}qL-i^4S2 z_!1r)tCkA}tGL6bM~14pM&5;>zOM0E@hQ%h*3EHZSU&7ZiK|v7*c*L7QBymzZA8oa z9)06H5sA6&{^z_x@@}#}>?}lm3(R-?QYD@8M=S`nV*3KGyBMI-ewSXz&oNXG&wP7_ z(0(7((Y``|;x0=7WkmxtLFGmmwa_A2EHp5D$u8@4w-qmG_q1eakT~qwS#QnT;utW~+fAAt9a_d3o<*@nd08 z1Xr{|O1j}2tgmeljd!({C0;Fv8wXOP59;13Z|nMawn%*W@&!fYZ44_U@5K1UNiK+y8I77D3IZgKQI!%5=hg? z28pg6_QR`VY~bN@TI;NW5rB-Lfq^FjT|<_0 zjdkz>nD~8owg!uCkAex@jVFR?Rf`3USe0=wdRp*X=Eb<)uGcnWw8z;*GV0bKhMh|! z;BoZa5C7kbmBAO&bHyh7yO^Z3^e(`8VOOlbc^ns$4JP6#fI+mo=b)*Yfb)~|%iX6W zpOKg5nm2W2XawR`$Mfr0h}t%>T3@mLbL$D;> z9wlG}p;l^yQKJof0#E`N8qJuZ2cnrZP-a*#LY6WQXfAP1^S(HS-H3gzcCEs1_$q^z zr)0>-maCO~eC|QOJYJDDFq|_4assA3eDG+?a4hZg(KH4T8Xl@k8d zhm>d@z}AAp-Cr0-p5aE7a~YI_5v!K)(ZD_M{4cexY)V7`6Q9By%-)o@>-RnT?DrDK18>6?`a#S${EyLFfTG?_})cs10 zuu9xC@_kQN7YyZ=*rc8)H|j3t1~H+7W-$Erq?WJ|&H@s*JA4*#9xO`OcpiW<2#S4> z3Tq7||5 zE|E`0=C z&tB5K%yR@P8Q9!_fEdS*pDW3^nOPXhRFF{OuFET2sKY~$mj+4KF zg(dukKdC%(%K$J$s)F#Ciq+fbfkEwCie1{GO+H$bTqWlJNQ75uENLZ zd4eG%jjF`d^Bv{WBfuCCkFlLW& zK<|B#nL2j|T;mQPFV$)olPrQHv>Bc6dM_N}y1C)VM~k3_1jpTawW2c?wF(HC;Zdih|bw3u@C2;PRS;fl<|!eEU7FnYwg- z9`{NWg_H>gs-jnd_!IO2k4C_&^p$~=KAi)=J5Z>+O_oj2N~z(Gco|F5RqyUo?F3HO zzw3TuY(+M&wLusmzIq{#$iNtSKg6L~6gZj1ZbgoZzvM*KpaKRlkA*$l ztNJb1`)F-FW`YO7wjX+oCCDZ}pKtbL$exZ4212~AqoaemA_?z)1(g|4=>`Y^*(1XZ zb?d<8f|w!f$S5jCSQ$M3QIMhA3(L1T+#a+AnT6?3FRK)suDPaF4FN(>y&J`SEe;fN ze5$=KFT#KYJSp1TOY3kah|&uX_5PCa!Z-Nawnss%K~1s51XR@$nV2$Ca#jqmKQ)lQ z8&jNB&S^Pe+Z2M`UQWbrK5~0?(lw>z+)*=i*66YK^@=3PK$5@So66m~=2KH&96Gg) zSlkD_*#-H?&bTV6{-K@#AE8-RQu4?d40fy*Ah60sbS1;Q17Z2~sz222giY3!$tsuS z>no!!-Zbxg$*&`!FV0d;baaxp!2p{27hv=E4f)Vf_Ahk(@BWnn{16!bWF+17QGI+` zAZ{}60H>n!0~b&Gg3(~b1Kzx-%aYpOZST-;U@VXoasvWj4MNsVQ$J(+Yb5NQAaZwI z7D*~|JnAW9nPy!X1vwaY5W+u*(QR-BJ$wmAkgJ;mid6|na*Zxo86bbh ztd7!X#UNvHGu5w520qG=6{eCO$xtNr!@5gDOG%{F86hA^YmC(3a`45nFR_=Z^^s+^ zfge7+QvV1POzH_?emanifc%v<-at+5+`Mz~SJ))e{RDl7)+qoko2+J!7ZHGj*5IU(1X>Bx6n(=0UDWs2^}cS4Q*WGs^1|`eZ=N_f~pOw?XPMBO_mpv}Il}twZKq0Q%Spfe_T{R}dn1Ft&T0Y@okJ3oqD??KgDcKspl%(ob zTTWuvci)Z=MgD8wbR(HYJSSkkc7Sd`{LxIYJ|FFZ9QM%7IXx2%Sd66Ua#svzDzI22 zA|oTWw42unyUX3%Wbf|zJtS1U zdUw9zSio6SDv0X3BC!w`S|f;uzRh;e75wt$i>&?ACL;xVql>fSet^lg_Y>q2xrHvi z>kOmO`LmE<`uJ3~J*m{rW{}v8;cY%HVfhuL+BJ3FN5I=))E!$fUIK+)0_b=b(I;F! zs-Fw5sVAgyYoJO+qu7}iu-)%pW>AvozGsWe4Qz>XV|S6BU07T^1arl?JHPKS#P|ed za7v^oNp$%N<)LMTZg5H{R(^{q8W$kwIDG@iThtHeEF1j8cAK#v$G}qYJ=mwXJ-f#e{BH)VE3Tc`C z#0*hZyR$6RO76Rn8EIgk{|j2G;_5wYErHDZfZhC8+s8MzE$)AQVzwOhH@c*sc>^zs zav_rKFYmndL9b0ASyVZrb{#JxyJTISthHMl0gCOXKj??C3BUM3xc}}Tp{vIc>7y)( zmFWB=mi;3F(@Sp-N1di0;eF0i&h2|#V`2pUf=Y?!GP%>gs5&SR%C>nOyT0 z1t=s%OmlLR8B5YnKKYhxz^&DCU^W)H=uc9^4a+O9+y_$Gfr=SCd98YV^|8W9+HeVY z-x~oV0XsLweY)BTZ{Dt*kY;Fkqz&Y?)QCl1IVk5Ak$2s9hG2dE8Kb_6$nx&6QZ*@> zZsjt)vC=t+>=nLjB3pt0a8pr`n7g#2Jg(ib>vexKrVk=ABLG=xQ!1?59cu`+o6)ZK znLGvM6^AiC{?oo5*l50`n39B}hcP1&o>j{8^W?gPvjfffxXaGmTN97zRx}c_jK&W@ zj;HcY5RMqd^%<_o_S-B(RYmaB2?V&&P^$f5iAAR+j7|{fTb7Aa=ClOX7_G`U;{Mat zd`K<|%UsLKQ!D)fl*H+5p52#^L)*JXLH>$2Yo9<^A=g?X`r5etD@x!j;wyvkyO6&tC%z_Y5?nq)}m=x&JrkfS+zP$P4VJv(g>I@hIQkgxM`FSS~ z8`GBrS8{98Os#v(E>wUBwM4J^J-k!`=h1z?mj>^D{0GIazxaqQ-K8Cim{?GJ#pSHG z8<#=LG8K5iG4^{bALmb)i6N-bOzAffK@qnvF8czkk;Z}Nf(xFJq*|^O8+TYPQER@o zpZ<9!;1kI&B=OKk1WZ+K@^hgr5j3-%FW-XBHX{%TU>C8GRUktuyazCejSWHTVR5u@ zIj2-;==?Sr8CgpbkCVBlg=5D*V&&R)`AzLdbZ~^vP^H?UUFWk9*`{F7it{ZF@U%FU zD{N+2L*hg2d8*5ttA$BVyq%G_xOk-qH4O?R z_Vy13d_!XEF)%9KEYekB^Am8++{Cm(KWm1H`~TOwBf(6DPiY=$&wQyqC+x(k;`d|< zpm%Vt1Are(iE-r*b(@N7t;q0VghaTFTEuejWln$EJltMh2!n>#UnBpfu+ESHz_H2X6*QZLUEPYy# z;zy)2@LgPt=h5?fBd@jHHM9K@HTp?DwC7_ku``^Vyg#ht*NkF)Ll0-cnDrW~iP8)K zPC2XT(2m+jh}+K>Aj6_A9nMJoD(Iw{dfO8)Pec59Y2-u1puZyWKPc0>3ONaB2PTOg z>HJ2NivkMUFZ&v^VdHtkyL>_li@#KRuy5Wv19D{ttMP|A01vp7-0^d6i7F@F94nfJ zE^#f`ldy{YHJ1OO2KeNwfEE7XwJrdUSfg{|A>Y<-E`wEBO&@5;VAQAG%4T4zUC+FU zp1mxV0t($`6@ZwI)}L?BI@2>7V7CUq*%2R_jH&tm`^!d3@%h!i9h>|4rql=WV`Pn4>`q=XK!V+3e%B%2zm#GPEvIU?JF-XEZkY2Hb8A`BII>W zegf*2;?s4RvH$9e|GeF&BKp9>fJ5g)>8j9T9+qmw(5hAf%inAN<83CLDgbbqc%rKJ_ z%{I6YSG(<-x3$_HaY*g_{r3NmYG1Jtnog6)inLv#Iy0W=?-1BLZEtHchj(GS49N~) zfSM3b<@}mc>{}NYb_kx@{e6AKjISJ_Pe9tRMHkd1Op6pYI0sXY_a1iEwpyJkRotzQG-adpP}2N;Np zaKgiiB}AOoGsz%?iu1-cC`fQ4jWLdH8B`H$QlJ!LY8R>e9|8(fAsTd8j7L4pxWo<; zoOy(?e+k_CI{7xt1P%}o?QQ|3q$ejKw$*RHVh)U}%E`$Uf!^KBQy^*ho`axvw^49V z>6F+0d4+TgEmU$Kr|9LApPsgs_0d?@0`@;yk(Lb9)M(T(X)SX|kzwED7g(3IMq4oj z$ACJ4W5@##{wY`BJ2^R}+LrX-8ugTy-yy9Arq3l+dDh>b-Ohn3sdK26=* z4L&e!{iq$}cQnWGpDX=!T!7akh>)7P(;rax&y~_+h9gvv!J%vDvXW90B6S^ZmpeM* z?q*&3!#l)3fyP=UP~xoX2At!=8W2}MdRZeD%IN+CN6yCR@wCnv@L?Y2WM@-kWo7Bq z0)T*Z;HVDpFflR3!(OOq?inVB1%UW^B303o(8L(D)xYKAUvv5kLHYOoX-gac;orX-@8G;jWP0T+uG~buTxkkMM53zRG#`Q_Ru|> z&sm!8h@n#->*?vSjEsmF*YAp^88xC0 zSzo3+VAITrZRuu)enBQBCB-HP*NyOLGuzI~qyDn#oOUqwic+tnrpHA}D!~5N55?@# z(w}#2JQE$M)OP&J4M`whhS(=R0Zp$BNHoa}`0o@#TY+*`P)2DaqOCCON_sej|9YLn z7LLST(*$NsRdrA59^LxyLIkj}IKnF^*zLoW5zJK3>|3qJC9%L}oIIZ`nDE`k= zq+`7V)l&<_Ef*(xKpA?7-P(%b^u<8mm_pfo$Z35x0S5Z2d_XQn~9g;^`{ho1qQ}40JmLc2A=o05IbPxWV-{pno>cKuSU%*@R5Ao%a>)E-L6S!FrNQUGo7a;+?XGLwMxZ!&0rx`$Rn`hPt!pC-uA z0}@g-Jz$jN(|iaKAM$(eWNd642ZD09vkgy@gtO(LV%mm7fwi@@RSa5{1Bf^YKod^R zXUoKW0?L6}kRM+-o3M zSz)K9rbd_6Kdx84O1~Yt8_Gc~(-1k>;4*}WoxeMWO-R@zf-*ff3nEUQpo?#Y>O-KV znUNyAb2=I;uhar3;@?s@29%B{x{4_Mi_b}@k$-I!5PAMmticvo0C2*JH}4V!gND42 z?#|ADI2Wh$J4~7JF$JfD)f?=!h7GPXQ$=FgkK2D{mk3*#>U6R z?f1JiKaR97bv({0E<8gU?{=JqPjB{xhK2Qm__AE_S#O++FnE=>EP!gn#=%j22?QN> zCl^k3u<~QA-|4@9QRQEZ^{*ZOOM?Di()oXX@;}o3k2n7JX8tEj{wE3lex@Qg#YfTNfv}O-piQN;%#Dbaf{}L}VOZ9D z-uZ5tg+jNOWAVIxO?6pQTCkvd}DXJiE(8mFD0$TIsxm zUL9sy{333RZkLA9^MW*?MMK#`EHJ0Tu}Xo3-nr8;O@_|#c;u<9Vo;;C&GXk(nF_Hq zfdRBMzfy)X@_Kdq*Slrz0gKf~8F`5-oi zw2zlP<6U2$DAS3h+dC?PB}xp35*92U6%g|371$@o*kemy?5f>T5#yx|z^=uXWsKKx z-9-$~&DSdK{@yn_llrJ=BqdkWeJ{Fp<#;qvjn0y#%&n|&$>2D(%CYC#Zp^t=n99vj zz9!G>-(_T!!dm`_QJA*Dt&vMh?@$_IT@)L;FkmqB2*QfhosX-W zb?O~e9ZAg0Tm4$il~1~v-*A+YBz&0T33Gj~b~lOynXA`TKAXP5Blpg?R8&Gp{6BGu)M=hb7wS{^--Vv4kj06 zdT-jc+@<{i!|u}jvjoi5o82t(&o)9*peLe?;(nJD439>l2R#{G%+^ellIEGJ{aTD; z3VexX!coU8w({~0-#>7K&a-f9+PrDMPO&}1oZvH?;Le^rvCH%JI^|+fN*-Df9QV)My=`DLo6W6Kb9?$-1ZAJh~poNa8nUzs-ra0H&0rZGp zIOOLnYToZ67@r-8c50$hli{%UUCFKsJ_Y+Rh~#`MCuPsYT2n<|2RbS~2?-v=e5#|_ zMOw*iTpFRt0~R}Cb}(+wNTf4;$47efd0;k6?3V|3$(cksdNkp) zP^`~S9MfXfBTP8v-9H6bd%gz=60=O zDr@~XMTS$}>{}biVvkuS*vnLe7t_T2No%ws`9^*u!*Pq84a*#vYFrx*I*$+2#LNqC z4c$SscyRCY0BamGtG}aO^j=Z5Th()hC|VU7L0noIKJzXCIuyLzi~ZOsFKl1U-oc2Xc^bU45d2TKHL_|H*BgW9Gp{K{sm3G&oDiIMHsT%-RkK2c6|{r z=n9(To((~lP~Df{N2C>phiqiJtV1g7PNf8^kt@u;Tt&5}x@#R?%2gx}Ya{mmlr{Kd zLy%p^`+kc z-S8YMbK*4Jk3!A9zd@uqFo0bFtny-aD0O}G) z(@Ku~+H<<}{7*eF_nnK`96m=QQCB0OEi3UXhZVMwB9n_yo8QdZgH?Kl62bQ2bfmB= zyx0knIzfB0usb9f6IBqQsy00_pel4ufNHV~kBDlGaFiqs7ee)<@OYY}q*UK#Exuq% zGm5b8PjCv89HKawqxT60D<_vEr#8k!115kP(XFAicvVB2KH+vf`Mj-nOg*rg)M7rQ zUnvQzQ5^8Vme3@eBWDuV3(A8&j*wve%q9*@KX$+@dJ_1+1ESZf{;5aFf}3Kr_u2fr z$|hu@``X#~iXX$DktyxC4Jo(ljdGJ)NM!%9A@h8M47)=w^IKnBFl8P$?|U1sh_(v) z)=yUT@W&mv5& z=ZjY9^>y`;D~h|FzRa;;4R7%|%H?-sIixde>c0Hd@5wlcy}8t(R{XQhYkN1dl}?(d zSoPi%J#e0XA^tHd03IY$X!cq5MQ1njRX;H%hI*A9jdenb6RR$^mUb06ke&()q2#ev zeGxUYw)XtaTepw`Z5v>Co?qg)zp{hG`qTwOne{hw3n68al2IYCc;DC)m^wKA9)uX5 zrg`tDOslrmi?vrWumyWd5)mJ^xV8FEOnEm=0U-xKoP=GY~=thYIWWru!a!IwW(=hLQKu0SlqRJg+B$`G=bv~i+htO+?W;Mjkb-#-+ zi^PTBH4vrMNG!h=syw}f0~bQ^m%J4dhUE}s6^Xq|G)o@Ce!2XvANKuuPeHaRV0*|T zhl8E-1%Lhn14I08ra})Qif7KE`8y2?@WXMXuHH~3WHYxZ^?QJ=OYAL`dToNbyu>-L zgSfPt3@FGh%|d2UR;;)4^I`813EXCr1a`)(Yj`sY?%iQjC73xFWg>X^3H8|!Jmx`5 zt*=cY!esMy9M@~BSh?lB$Bgoa-HP~Qhzy^ed{Sr$lNVQl7fJ6p&mL_H(A)CFnVk;M%k8)WkSdjroBdh#ucdw9l0_Jy^(mjLwe%l-?g!9b9k>XSrDxj zy98G{rjattxk?t&ljIPPl1ytdh+y%EkS5Aw1isaoYO1!ivV1)ynb^3^C8FBLGr2s3 z0=K~yf7@X2qvzb3c+fFmF=jnAGjdSj&K_bm2FvE#6cnmgPN4S;Yi7uGe7L+WEx7su zre{i-N@X%!VPsl(anEjR&EC(`^*d+FV*aZEo$-;bK}cdg1B*(W`4;{ol!>kzo;fHE za*UZdrX@dG`0Yi$8K^3@#GKv|>@Itv3ZCvJGFAV>;7HgTw2}<727yeiSFzN2<8uToZJ z*SxD?DR`mhXuqXpUrr}BiJ!3{h`Fp}AufT9_oaSjYl1Ya21d$RH)G8pH#qW=0KX%k(nYSEhVQpG~#_OHwRhkoXbIkdY?ne+I=HeXjc(YkGJ}bpk*aOC|uq8v+EMBazKv)X$4LvFLZ?={9O!D zdPl_a-EOqQ$IQG-LprBM&991S?cTmH=j55mdVb31G*hd@?+L78{R*F)`Ok4pV})_X zyZQ?#(b|k`3rq1vodt{Q&@e%5@m-bafQ294-tM_swbknR3+DF-Hc}`Dj;p!A4%I%+6;Z`N}0qXbdOGE>1Q!0A)pwn!h zmiK$bSG$`%{PMk7{9s($FmX5oc8)%bd}zb2>ob9QmtXILKr>DfJnF#bj} z=^?jF7US1OMY$n`pLaZ+qq2^JF9e*4nn|RHBqQ4%1OyBrmb~`)lQ`p2YTfZguNaj( ziJ;wUr*$%fRs;#bZNOGDNMa=^E9h-mIJx1C8Bb$ghQn~Har{1~U zr}yhhAEX_RKrOJXbWcr6#t&bAcH-%9oQ9_QC1>xlX}2%p`Blfg{ig^XHJLO$ffv7~ zQq_6n6G!gI+_raE+FO}^yxV7b{sg}hRvY(FPlf#XHYJ|icvBcEvH?<*p z1u@z}7JD1+ywfcgqxvo>CxjF<+NT>a2t!c078`|>F4chSf3j>nnBil+IjJ(l#NH#p znNe3Qzeb>siaP2|09>;)LF~UhwJj|-`V6v?x?KR99H%pZ;SK*@^`i>N>ctnogn?4@KHLG1 zl{@i;cnN6&{E`V&k!D8QP;s>uQ}(mOpy)+YB`V&wUeoAi2eEmD z-7LoI?-VM%-ErJJS(LPj!ZE>#)fEO0Atk{3U$viOgAS&r(AG@mo5|j1o*7NldLLHsu0Uf@U;X8yDMFeZqqBJjds!ZozMg&IV)(x$cN?k$S7eY_T|0&MU zf9;bKKlO3?9cd&A{H!-1zNofQ)R+t_@B*De%$L6uhtn)0H3AmfJ21^FPWP)`SZSq7 zOs`(fEd&NOf7uQ8Y#w)|?YDPg`FmGgxC%IX?WLt(>$5kym~r3HD)J9ETg6g3z zjBu`%y00$GhbuyYiu}l%j1EzQD{_>OeJG@7v2Zu`@^0MMu%+yCN?Y2BZ1! zjl#BqY{u4X&;4L;%DKbFpIXR8-k)5lA}_ewI={ z-y334L%}VIj!VMBcZ~(`D=L}r5Zy{4+Wo6m{+>dubbokn-e%yqf_)#5}f z*}029ci1StzGxuR-cvmGq=_|<$xz?x6v!j8uhYG$E3jF*GGreV6yrBE@#D<;twG=@ z^6f_9poMh5poaS6V**9y$@PU>ceYBl80ZVX9n_h_7{$gy9x#1JW-gb@WLF(aT!`F* zK=YGXquo@CM8}5j)wDZ_<}BBd&Kxr*ZvW_;nfa(I9TiDF7G`9jIUK1=6Sh@?72%Lx z9~q@B(Wh%(V4Yp8KK!7TEjy!`Xt})}wgDYAbZYN9)Emvl?X;21-*|Omqgze--ML(^ zf}F2;e0|@ju3&5qTI6s_hS4sdWIArsWaP7K7%kweK=?)5Bm3xFtdKEUGyCBK29XO! z=VP7Q{0s}@PSScLr*F8K7`VA#tf#VvNJ|Ix$Ly6jP{cWqUxIuAtZ~mMWh=7Wh?;R6 z#nnWV&AjP-FB$7@a%~^W1y5$N$@bQ5oSHFp`u@1`@yNX%51Mt_I2iq)`KVUn&tLBD z%ZIJ84l>^3>9NW9G0k)(P2=mEt4g|f()@|i{J-|f2qW8eCwTU~EayB2DA{Q`$L6W6 zE<6s$iY#E}3EJziu}kcBX3Z$}Wn-e3voS2~odVlY${ikJ%6Ic&OswT@oBTUgQ`@lV zUB6Fjs_JjLxutQu$K8!qP92PJtL-ME^FPv=cL0llQJ+-r1T}sa z8?mk(=v)5~Wme7aA|JAVk*{k6Z4}K}A7AfXu8>gGonCrZ&Igko-PWBgzNlJ$cTbFp z39lurK?l%Y=H{KN@+^?L4UAWp3WVZ7Vxjy??5|V}EBUf|$7OW=^MTu@d>TXY8Y? z!>$bb78yH21$HNS(fuROolPF2asKp27^A09lX5mUH+Y>J=(WZhdR%>>yoR^=>D-bm-a1N*gS-@gud( zhYL4v#(H{g&9TQ!b_=ShJ~K0wONPTZ57m=_6~??A^Je>kDxEhbo9CU@-~&WnoUGX~re~nlDeU87GR8#DV5=e?8APwS*Qzy-R5|haXLq z6f&ekD;K)fpS1=gcI^bJ%tN}T`{P^4f3bNNM9lC7bj>tmIPBy=?>D_cHZU}2h+0de znr`7bX^u;As9I2CvEpzOMii8x@`O{Q>z+~xqWnB@i=e@xDE1J%O*4^G{jVQaQ@y$?9y!8c0SC!|b8Y=Xlr7IYFj&y^ zYKN*Bwqc@q%FD)kPRqu62XXdRB|VDoGv|uus!n0zi;-cm{7LM}oPUxnU*AS*;|bdL z*tV-knI8_dTb##_4{44G+A8;UAl@X7WStA}GStCWY-$VV=)X91C^(3->ilGI%VlFT zufDRILc=v`27PT!g1i4o5bfO}GaFHrqGRD1?zj>gHtXb~=>dXUn)#jfh~xXMMVvEL zi>sae$I{Q5vJ?{0>x#Tan_pFAw}v*Ra^bKTd<-8;_1kdu(laouTUa=u;=3HIR~}|Q z_2%x&*S>U2~VX-m9p{Q2l5@^q(5XJ9uo^)394pWUPJ8y5Sbn<&toh>*<><_A?J}SU7Jw{K3-W}MCJR~}{o1pVP z>~4;wa6vz)*D2Ozu3F#xS-n-6J32vAr)G(W#1gF8Fn!5!0{h6H0L70=gywrN`DO^7 zvYUkWut8JLHkuFimyErh5j?Q%3j3)a{ljWTR7_O%nQ6>gOIpjK z#uU$uyClv#R|A`yZRWjy;h-R~j#S!>I}S?+8A}PDx!RXxF0;GW@kfB(a;x)SyqC-l zyd>ezd(5LfTVn)Z^BF#JCv*u;`yVcuiU-rbdVjR*?^&YdrcoytE)pEGw03Tk>fkxXpI7l28qdhC zj!d7_D9CsWfBE5dAEs*^`C`Xgb-Mc8Br2bYh}K0ssU_MVCy}Lm8<|nnUC()Q&x%n_ zteh#DmTxgMFgf98*Y^gxNFkE$N7G|2^xhRLhxZGoOb&aJH7Q(1Z?4nrHBir*R7bAw zTlwO1d(OdQq)W!u^9<`BE=k%hX=92$w^gkJg&jIqvcHg8d#PG(lg8%=!?=XvJlZ!) z;N>`Iu4ZyP*Hjg$xP8ECM(j>)ur1GDsWk6kU;Is7CZ9FiXw4DrD-E+o&A!n5>uWNjECcWGp;xr z;u)Efi4DmxzHzUyh0~r}#sE9TdS7aOcHI47Q%_$fa5)!Sv*GzR$MC$4+J#Qvx!U&B zivIrxbwG;0`hOpgn*&pwTgpF_tU$U@8un{mjZZ^8prK#jrB1w|tBmdRx(EbYKvc5<9XJ25RXFsY9peYqJX%ybRi28Sn5cH@WTe@93=-gYqQ- z?O{Gmd#jR#&yoi_n)v%*hrYk2kLiE6Jc<2WCG+)rak;qtxJIq|LmNCZ*R)O)s=05B)?gy9cC}?6e{N$`fo|v=zfdk9z>stZk4i~ z9jVr=MdL=vuR5}2hNjJTZ@G6tpVFM1Ia0?46|JYm%N3|D*KG+mU-(`q-Yh@aQolc$ z{?(kpiqHF+>|YfLrk$Lem7k@dhWb#IdaYh={?yBk`#q~DgzV3}$`i0IkP+vTF*4lc zl_ea$(+?0^ew?3JnxCuRps4J{fh}aRQ|*j!MGkH~>x*CHvmED~@zPI>(leJE_EfeE zr1=-QiT#N)YFBnCHje6(=+e~rWq%v^)R>s+4O_mnAS=)%GbT)k_T;Cpk()N10$tYe z^P3pdB9LL++TSSSI=B|i(k~EQ#-&At<^OqV$c?FNlh)j3-Gru$EQ5Q$WR~y^PO@i1$_QeR%+6< z-Hi#e7s+^I<-d+y^e>wAzMKgErTjTf`LbO_+E`T`)u0Sfr*-@)R1deX{~x`$Jt-~U{t;BOlQ*_*Y@xh7XD;F8J4x5z4&4$ zoqOrW;&YcT7_8;y=t1S6y#FQTE>v8uq3xSo__0$T=&k6sqqpX|dH>ogy+ud=Eyv(s z3SgX8WeI-29UEJHaz*ZEotBu*6Rf(SVRJQuA$!#u45c)yjCz!P^OT{z(iY9mk|2iO zcW$sA#P!HU(^6mQ>a>x4mu{Upy1rRvfu@_b{l`v59(?8Lx{p)GT-7ena#%Hg#<&3; zjSOPw4ihxZ-iS(~00v_TAAK*rf|xwIdo`d1bdY@C=_D_GW7WM1(*MwQj4`Ciu_jwvraZOM{|w6A7;E9XFV1TplYMY>ew zCmF+HynY^5UReYEE^Tz*KN%Io(DT+j-lwDiTz?&2#fG^$nkMRGoQiCuL$ zIo}iazdFnPF9~Ak^$XhjU&qSs^L>z-x%}6y_ubU|lGE{?3IW0Up;XDNYe(2w_=?K{ejI2Bx~}}!nQTWmZzpvPaDpUMJ}el6tunR-T*DEs7Q>wWVR6NCEvBK6M1&S{I5 zAC%+h?apTptb}s6ri0H@oGKR-Z|wGep3G4EWJC?&J{_+;meFU zcyL#)^nNisSl1JQ42N%Fp!MJvzPqf$=r%tfTDg zeND(ewzS~DPfHwh5x*q)&k>~sUcKq5QBRqj%oeXCCkJ*@P}N>KIe`%U+#qBB+H*s+ zZXr{xCbvx7BPWZs`>`wqz0G=1Q|puf;7d%bGUbdJy2xcRohLDxD% zKSxLz+2;=BXwG`6TTnkWRQ9_0!_-^yb2c7I8+T3jKTHkce|AnxjFqPz7akv%D=vtu za+acNPo(WwzI)T?fgR2=qitUo?b~sS(V3SN7T!@-n)=P5^xLm}QSsxt&u9ET>-BgqJdwUp ze|;{W9{jTPrhR4VaxCEB^BVdfmfk8h^MUcUJY9e6H&R-m?O(e*M_fX9pZ5JDEpypV zdbfdWh_QM4Faw7L_z4 zA1ODTZZs=>f74AF)&F|=;Th%c{1usRSMAzff0wIWr6h!(LOo5v@C)M8a$rKG1*&!G z`Awx0@iPIr2|dh~W8GQGmoZ{MU02ndo#FNyBu@{%Cj->J?xYrUWvwc0exh5R4$`|C zxuvY{Lw}k);Xk_n`(@oEc6#0Q{r$Hw34Cc%R?DAQw%tdb*4CeF%SfK!m@YT<{mGv*ycethyYCw=yLlqHoJyGg$ZWkwe@$Bkk)PZ$tom6!HgmxIQi zqxyV*K2sg^<3q}*K6iV)rC*W@YG2Yv~yw$)w5{ zzt5^_9W%=6^0@wHM!J@y=_`KRjC|xlCQEzD(8nW)Te*Fs)Fs@`ZR0!zM>nUB9N_r- z1RJDft#-6%r>vv!JAc)8vf|?Zq>UbMj}x!m_2QlSB9L*a2>+WZkbc|Mjf-;k?9!X` znVONK6Zg)Ln@P`DKKPcZ{%k6XroEFfVTf((b<5p}&0LyqzNvLol)}rBll=~4_@bla zw;)Vjs$xcyL^;poWu!p8(Rc5c^a_nkvz)Zzw$Dj6ql>q4vMm2A{Yi0;>fJ4k?1QeW zrSfa$@3-3U`kBkuJLyL2$t6G55@S*BhcYcZp5#Bd@+W`RwCmCr&syU2pwl0UEUjpy ztF{;PF$qqd9)_R0crw$oHch;#l@sc|_nRWqj=`SYJAS{hs-M&5q%2?LggTc~h6Wk; zq*VCEbL_gqW}N5zUR+O3iDg}I?5%0eb|HbDGJW-~0wu^fEz}08b}6o<>7)A?-9^{$ z+r%j!N>BMeME_L{8*}LRwYF(b-W$KqYI!ED)G>N@k0zyUTC!P_hQ-N+wBarO^#Z$N zK;`ASMMrC!EA0Tgst+PynBh}>3(aQo z793u^^I7W$EX|lPA-W_lca7QgQ#EDY|7Y(y;G-&@|9kIBdLbks1ky-CLJ-hDAObd& zE+Q6!1(hZUND)C4Mb0jwfS@2s0L2PFMFpuUC<>w|0+K?26fm@qke=2-TkAO=UxGSrVj6^g+>@m;U6v%;UVvVyLDO zyjaEblY2l3PKG*y(^T4m!^aI_xqCNJWJ@dysaNM=_T&e%2(xPc{c@ry&QQw(rPc65Y?O68( zj0L0W%eUGoo6X|4X`}lO;n0^&9B4S51PoG-vtr`m>|Lmc#(^Sw9k! z*PGx={jv3$u3tk6YPFtqFJPeKHe|3CD&UEJzUW5HTDFa+^Wtico%x?Wy5C3`K!5K{ z9u!8~hvXNWJUV>@(-01h^bz(fxf=%06CA;4dTq%7Fc2(Ia=)k%BP>@7;|sR|s{VB{ zSC;M0m^|#(`uRN1O(t(lMu*6NST`aoBeT?!RQoF0DGmTMrpjwozQ8{O|F+3js;2!1H<*-*{ptAH_#*?gkX ztipW%39O%4wLreZx_}ZPOL@-E9qk9@)l7(8^KN@+hFv}2ls)z3)IC1+{&*Tz3EH~# zUo`>*8^&x1NB)LVj2U2P*TSB?2i@1`@;e-!zt_^n59)t;uCmVD50$d6N0a2{#GG-h zgyMpu&^h=0R{siv(k5eU|5xj0W1Pp#d7p-q$-uy_i%H`LgJpYa-8{_Wj7fJq00xv{ zm^5mzGZR;Q`?tMx3}Dr^w~Z^-_wUtr0|MV}Lk5CSJ=(@nqcWFdCg$#32sJ_k-m&)* zQC!+1YUrxV zpDx_{g3==US7^d=_w0hh<`F7T6n7nm@FdV*l#~$BdoKXzp@1t0R2#z3F-p>)zW-Q1 zvmZtE`UftB9_4aCNY!Ig?`(&HjR2Z4`@!}AdzoRBA(;=wK7EV~@veZP`md_eeCE*# zt{~)+8DvKKxc+ZC+n5340TG;q)_@36zwIu0i73-X)3%(aCUV_N#vWO@#Guoj4!Le! z(d4?kH_SO%t@G5MIZ2hj%{r7v!xDmlK3JxYj2V#JSREE+G^C8y*N@AxQevuFoH_g9 zjx6|Y4CABXq0F6J zKmyU-ee!v+DT$&}4H>E9`u8(m3JJ%n%PvQUl$0Di`jqqH`O^@Kgj8;KhTufCxD(+PF+GvGYI7Wp#(ZZX5oruq@%Qer91jL>;)$92|}1<+CjHLy37L|J)obzC=I2 zH?goO?vZzNzEx*(X{aK%{;MHD6XEfUaRZzhz9@6TP;fGF%4)%bDo?Lj>Xsn`v~AjV z4(M`Clz-P7BmFyG73mcdm!u92?IU{ojuS+QI(Xq2HXFJw_43Ql9p6X|KJ~H{ams8n zB}Mec&4i*PKt1&`e%?cs6X+p-?CH3uQkM{uktzff^Kp>`^7-L$eGhk9`5mgVBzDOc znQ3GDy)6*&F?(btr>^n*>3t{HEewfBo>3vEy|p%E#R^UOzAyG!tH+`oCg~r=ulPDu zE>>d7wuNb92Ly-$nJX7Vq3sMR53j-P-~Iw+DKsoE2OTtgKHZ6_1jIf%W7?PjV9ekU zj*SR6GG*QlFjyIu2+M_?q9AXGO;LikJ-wxgvKAYe&gG{be{FWF*r(M{gXVxrzAV_AN zt@ngo^&k=i>?=7fe(F-EDo3sHOjfV9ITwQds{qEXK0wxkGwBA&(eOnXWBMOTShZcYgF%DfRtm^Y2z$78&n7F?m=&u6 zg5LG-eC@JUqpnF4MXRfUs6KEP{8FgXP|2t7wLJURo;!^Brx!sUe7m`(-bW`4=`5_+ zM8D~ZN^V1jVlD?!DTWnBjHKuON|m-?>Exfl%QDR)I&rC2T&JJCqmuGY`udh6tzU1X z-Ym7;Tw2aX#8Z3sdbH3N1{9?pXjgXZ@Gw(R;iFK8_e(-ho27kOqizn3S+lFMmPd?# zb41`1s@$TH96qoz#2SOLEPKs z9U0SiyCg_-e**6Jmo<6XS)L_G(#*u}ksHMc?-}fDYjbrXg0>e^YhW`cO|K#>(E6T> z7cDGhr$+6%?_M6#%+x*LZ_GXa7Y|w%XdL!v6~5HFedk}jJ6&_yuT@-`(6((A)cg1Q z1IMC}ovke{KkZE}R*>#<2lEXEFh$h8?*qjyILqh z&jMq`aj)q1Z+XRc+3gh<`;V_j%OW8O^k4PH^>iilyoYbnmK`q+xOnt%OhxA3p#LhE zz(F^3g$&?Zu^GZlwM$&NJ?n}>#EkT{`$hvi&NEiaHzrM6 zpj7QhHRDAZNr4(QR_89Bdsq44-#&qJZVuUIgPx9>uC;@0E>+!z3@&1}g-Fv1EtT=a zeTnA63p!hR&ah6NSKFw^q6UuMD)#CH6Md>LZa7_1F2f>oL7++j`a1)^J@As4o&V8$ zVfjCQJ5w-J&VW2#$xkn7KLv*Ff~f`N3ng{bt*^=$GvH?MbmyStBLj|3zH1zGME11N zk`Rv1yuWW%LH-y^WvuhS@X(i$;)rxy_1(`zcXLo$uE))wlv)V9c4Eyh65bhb2>2Xg z*neH+q5iA$@^1^P>8wPeRtrl6syK8f3<(hNS9r~gz<{ogd8(+0djHUOESE&Ub3T2` z$~|Bz;OTXwm%Mx*3;Ms?J`Wi?mQFyeCHju1Mr-xc}XLlf_BA?fpX%V>(%1O{}H#^>CMLSQeRS09tBIFg7FC3jeOJ5@wbhHR%`8UDYt>y1j=_9Rl1V^8-0&YPF^p6 zTmd=>R523VFgSI2SD7VWa2BbX#qyZB5kpj|1a&}=pbl&azhFV#0*?KI1hc+EFcjts z#)}sOBmFPDP@TuJGjgy%vXj!s4*Dc9Wy>#e+FNVWF=bl;(CB@1RR08Uh179zOtHq4 z4duWycq0p6!JOg;gMl3C{Nc9qn1)?&+6jOV&Ngr+vkJm9OZ5|}W64~Rh>K-%)o3$g zrTz`5(7Dk{PAr6bM9k1vErNfPBn1R8)k)N4^7s=EbgwEr&r^3q$)E9P9X&PX&fC8g zyWI}T^2YUFv;hrarqlg92RRE_zry_E>B6<|MV$L(>;CcM+je^o z&pEPgXKGesyi+%i^|2;6Y;%i8Cf(OE{yK1=n$H9t-j&oL?tdh2|K{UwF8l_*eYY|J zwhAJ4Kl1qSpi9PPtChJ`a2qnXiP{>Wrn4fWCgcywz^wr(mPsu`2ep5F?a$SNp%)zc zKGh7UP6Mqciq+L&CQUJwl!rQ+&3K&#AXpv zQfuDU_Ut|@X0#5B5?@-ZV{2y3_vZrCUkekBkMA!{?`|q6_zKRMD~2rcM99*Uy0M=` z=u)V01vSAtM}+0~%dv<^z5#imkI(5C7<0`<3>u;sQwe<-Qt;hZ)6TDde-VV(!60)P zreqf9L59-|8FY0Otf2W3c;My%XWCob;Z7FGP)F2P(;23gKYgqY~wMnN&UHPm5&d4i4; zVa@h*0KOL#b0d%cS=?Iu=WP3`;{2-xGr1Y^sgeuLQ2?+lC8}uK2lE&@C;vn0--l=qdnu$g0Rz7oj`({2f81` zLj>TVvn}DyL3fCQr|N|TA2BBxkUWEWybR8HX-3bA6Mydp0_gEb!Pfe9=9ED#;+Jkg zjbGUzs^?5lNQ{6!p)1HLb5i#mS*MHWn5?7WRb(d!dm^Qc{pAPPI|2PVfI~>WDXQm0 z%+z31SNwZjep2#Lm{=-a!3XfRhXbF#%WKEP9M?1R9rZhL$4?avv*w5jZt$J|02Bi zEpw999#d2yux?%3qdQi;Xf~OjW=_NcVCl(|pFwti3q?$`(nj}>6D1L4tRVRX=K0ND z9N!{59K6%;Qq3e~ae3yUeW%`eX^*KG#b)wf2f#oFUTYd&UTgmmzI1f-$h2JskTQMXNzK`+(}IV`iN=&cHDv}MM_<15N8@-e1tm|5kmPZ975%j3t->8&`4|e$K{of~ zRgs%VS2&Ktrd;E2bQ0*$-}mr)lhOn^1RtF=>^xn$f|*)RpBog=>H5ozOqld+#fDW4 z{+RbU)-!w6%J0vmkLjNU{fx1-ulCd{%}Biu>QlwB;!?%&jL}$3!9H~}VQz`?LDc`W z=N-7$P>tQSa)ExNBy_)XqBvoKL3jg0|23{!|8?S(8Mjp(`neT%OS`mn@0uFVDcSTgCjT`Pj2PF*2C$={*0*J^ zjylH-FLsc-tZK-ma5I(faI*>=_Xhh8Xgjx7MP<)VbGxAq}oq? zH7Oj~h*6h!@A%Gp+dT6|8}N<;1v_r?6HW)#*FWeOnyl839G^X&%XI{Q0B&CXc1XgY z^7dWo8J%#mf7cr$LvMK~AmGj^KJ*uQ&qDzrHw|nXko14u)U8^N6ExaQfa}mWg=p0M z+r9H;jvf3pR24g1Ar~bW?HmjNy&LMJv+`9wzC!2&lYftSVMQDN?l&fjo}R~Rlr?s< z1nmmdUOp*7{qGKleRcJqkUK|}iCXN-cO{!3=doGS?~T5)gj){!H;MKnu=5RtAam*% zg`y;uEiL?&M<~xM+&9EbgePV9+e$-|$@D5+VQHlr_hLGZ7X*_Ii?Dz99-A?+GiQy6 zg|%U0FtF=mN&$hR65ikPNVO58ej&qidJo3VS-2@U`N42WQXzZkTwx#Ne1hhCKL9tB0Ss9(0t*RK=T+3D^yf-DA5MayM{o2^b2_Qcq6w zqzP#=H~!7f=24GTbYe9G0*5?MXzD*E2{uwXj7^hp_X;!k=acF8B1a(Q*Q-OcBfH4$*QL-GK?X@=YLEssOj zZRO?PvYZ?DX3~-et&ANhj{u!;Y+8~^eKB#`Gf^RTKgelG%cUO0E&TX%k5&;6VfT;X z!yZ?kIcj)rj8AyM!5m4P(pVk2Wi1CK_ZDMgi{!SK+s-E>GB0rUvu#v<0jLfSYN5gz z3P@33T=74-vXR?P)3ViU*x0sh#Kfm}fr59qkt-IG>q-eF5+t96K= zwOYr43ZMu>QHok(iAeltS)yM*&-a?1Lc15=zc=WXp*`Ta%&T86_Z+ZHqDHf|<&gUV zqn=&*iYBDBTqxP?DvJwXPY9%))va^Y%;yuh??2RMwzP__)W=FbCxr8HSm1JTv;W#m z70f6hf8e|Ezwik<=5rtVY#S~VZj{?+d)jG&L+?yjwC)3VuW@^>Lk2#0I^@w8qrpjt z!?HFKm3i*ZVfM(x-nzz|bR36RQ8Gk7zZ_*=W37)tH}?M}?13rWt<`g+9G;&@N7`ew zbsI7;q}og|Gsh2$g|7F(?mj397R0``>Se5@fsOIsF*&&^;mOD7ivnHAO^o`*jq$>& zEHU!B#jx@B0akd8;h2hxzsO!R$L?7~*3Q+Q<;OC9Z48@L8H^0}QJJv9lY_Hzyk1kQ@s0W}QOa8fL$`XBfwMD|Ft(M9}tIsLON9dnaBcg7;zFJYL7` zUQJo6@(Y~HfnJxK*$<(u%E%ryjC!Lpzb`~d{W*Bv{=q>$7DUWD3 z7-SlZBKP;=(Mh)@!Z_hp2JG7kQRdU*hB%1*{5n-c+S*8NJ^DPiU;foKnwBB&%Ehp^ z9rO!)aqvB2VNAm>Tu~!J@QjL^p15*LM4M^4J@#Hx>a-LvFu5S=$pyb8zW42OiL16p znj?F8NLp=MQ0LqVX3<$-82uC+Na=I87be`xB$aA#;yptGVi$e3zY(_VD}p`c?Q39X zZNhbxgfk4HR|o_QQ$pCtDfw+5(?!BY-k)PB=m6K~)i(N>h}nxed$wz@zk(6mj4m0| z@9Bg~qCs?S3eN^PaAE;;9``;+d}ceY-vyz%#BEsO)8`(291B}6uKrBkJh^SHwNnSR zdfr+cIpyh(-hLf?b2`XrYfl@Mum701*FXBoo;IxN26gLJ)at%R5&#c3Mja3^RaSno zQ>Rn2;{8e-ambZ*mTh%spCI+rOnDH=1NO)j&FHo+s@dB?$+{;6YK9Q_Tl753t zm4?sj=Aj;os?3%H$Av{sn2WlyrG6h^Txp7Z{i8|R$XHIRR0Xe*=MJ=~&j;&sP_Q^X zw3K(39^GQ*Eqe=O%xs)VLw_c`yXl|A)!TpQkh1-a4y(4^-(l5`Ydfsk-U|#JlOgoR z7WScM38HeP`pSEBnU%`sX$4`iu`C3|FpCM6jZ`iuZ<_a8pGCYEU4o5$; zv=yxGIb%;dN9&T3l8>CUDx+D?Cmz6rOYR-fO5m$mUV9-}d=3qnEIPXbi$475bGk56Lrs&aO^f@DB&tJ0UpvG z9T-iBa07Bz3@wM;eJjg}kX(LSj+|QT8Iy$flC5D(U!v!toQryTd7;|dZ?If>*x4>T z18Z@&IFhs=Jx#LoV(ul_uW(+GP$kr83#EHkACGOI2JUs%zC zn^!jxq(DpoW$AQuA~_F}2F3P_X+OQy!;hgG5UlkB9J$RcZ+morwR#N7`+x zg)$k66IwD0N#cn7#6EqDhX(`#oxmM`>->o|r7^{UEp>J)>TP(z>Cz`0L{&YhyBz4(U>Rh3@_ zZct<-QmgaNBoB7a!Tt&%PG6*9PaGSr|@= z_vameC>9ha2&=*qZmS3gfdoD*sLeA2+%-g&Hfu< z4HP?+-BJ~zh!qR%o?E(G6VP&yL!GhInBX{PSt4a?9`=CDRzBSITwMZHW^~P~PhyuL zA$N>*zLL4-TE)y=yi3x0AY0+dj4a(KRBw;kTQBbIFSf(+hqdRJ|HNz@d2H5$!>!Rc z^ZtUEs{GTdtkq*uE{Y2~EcxFaCRmPw%$w)*!HT0@V9_2NfzbxPi(Bb zDU>BAuQw$|^rXw{Qdso|yz9S8Uca8-vkP%8%!W!X;{uS8KIHC^SBbrPab0m@>Dt81 zS+v?aq0>W_%2?)sVglbFNt_p2N)sM&XXLCm{$?pNXJWya1bg0$suZm!JCAzj+)nAH zq~Q~vJ?Iq~dp$e@{8oq7=^@Z9kDC2vl1H0pZuE_LIWN{>!F|X<0Uv$>|AzUWczj9RRbW z!rZf`4kgLl7^-_CX1%^cX+jDc_TXdKJeB9<4Z)^C z@j*dC%maHpA`sym4|>LebD!tE{Zdpzv`FS=kHWn>_BT|{I6otCz*sJ;Ul{Y_2Mug3n;{y{yLSI9dk& zU(br{^7)Nc>pn~3^(EY6P`a@w%KVTD0G03qznBk+NJl?A3cAaoWB99uE6p13~} zu2lzH>pM~};F@07(~X`T!C=`Il$>ilV-hB@#H^16E19pZpNDWx$LQP>7=PEtzPR#h z?u1>Mpvc8>sYXP23LPugAmq-63w)BU=?ULdrz+=weqq~bFWdmJ=dEzes+in&=EDU( ztk7)4QH*lUMt&JrBgoGb{xho~BIe#rH=R$J@5fl^cEg=p{BkHXinqI=Z4G{mn)Dj; zeeE)ze4s6a=fc@Iy0%{$^`_`&7SmNZib?R^BrS%Fya$`1stXq$Wlf{%>?t&7fpZ6o zTCnEV5xj)Azy4g*c#LxdqfXnBqyeK3)j3zhq1%w5h|A#GOh^?)cVqV;uy z$6kE8`Jg&5XuiGe?5Pj&F<-H#z9V%zChMv^qmsBSGcEe_r$6aN-t~E=VW*D1wUUP9 z2&!L(aUKxa>3T6anVXj@Mjx6YCOq)&YtjTREGR;mE5d8Vl2&jy7LHLB1M1*bb3$)R zK2u9mDgW?IGzZ=|@P1@|G$(%g7#8rbP6TCXxAE-hg{(Ps6i)<;EEqGMfeG(KN3h_1 zm=d?>qhpR>*xOcLctK}x8#(pW{z1=&PtoymT(FtNn7K=rYeK`&yr|)xpzkm2bj278 zn;^vx8u8#5C63#9^j$6ucvWzmmt!kDHg@&)Q$Q-O@ovg5y>RIFf%03kX<3l^Gs?aN zlsj!`IEn*^F+U%Dv-B3dZy(D>!fa9KoJi9m1bLM@na| zjHARA8&gD$)}grv?TI!h>@Fqh$v6&}lyO1bT(Fe@OsruZCcMTL^>Q?o*7JWYM?OM7 z;)+b#TW&`+WI(6m(vNv%F98^DH!`m##q6Dd#`RoXz>?kdD=z9%nbKKi}`b~6Sm9urq>d)I6hZWI4VPsG63>@lHQEou9-7D{N`{<% z1P#1nuAFvuw2_YO{y4#o`c|tN%|^6uxIQm?IU(#h2IoN=S;tgdR3x$R@TbL_lEv6Ymb%qA2sBGLa=szkI9=@ zQO4C2HCZXSKM+1eg~4Bqrw*ziL**Md88&W4QM$8`3H5mP>vHWl7FZ2o z0EsE}jm-_!wKd;Ngi>4U+FP$^&ksKr?B5Y!Z#y3KJFeNb8z$_*K+D$6k4q$#_O8T~ zZ9{o`LlveUxrK*Jysz#tlx~jBgO(f`^cg#N^8@3+zhJkV_Kmj@(;6>#ycEV0-j1W# zhY-_uT319Up{+zo-)o7-r4Yh zrbRGy@+z~HBluRGq-_#bY*8-XJ~EB}1rG7MG1^uuE(TvRdCiIhPF- z9*S4ewX^ZisaBgz!^E$TO(*V&0|wp!`8L1s>SNe*UYVCY@AT@$!^^T$TVMG4 zY{zBmsq@DsEIAqf{52U1+Zt~9v7@uB)sb87-K96m7~W7`GF>iDHnz)bGw#WMY^>|F zYTliDp(^g-{l!%OrK*TR-IvLDu|Svo;*`6bc0n2;9QWoYf0zf33ljYT?f}OeYJkdu zUyWf$%m-Z~{r-I@Ny5DzErO#HQnp3WHjO|!y@=}|#_7FPGy??1V->l}FtaA83VcmS z_#9UlghfuB`&atd0f^!jyJt?B;t{`eDOGfENn-MhisN&~_pJIS`w$O;7k6)7SMt{{ z0x|J%%=C_If1Q%OKtbm8m3HF0f3m4 zsc>JQC6m4~qI~WAG?M;vCo%E*5;Q_Gfk7cogq7b>Z~Uifehnaf-9SEWcKZA${Yb`N zU2&-hf?uzJkGR4ZkIEr_>Qa5q#QVFH>+{dTDU)xrS|e@2mNDRaaG>!o3D0i5mI=cD z{ylde*d+lb_mxc)iJ*p+*W6O@&qAqwqmZC`a# zRYjesez32VyS5w&z&t_?tAa5Tw`bO@B6B5^$kaoL{$-s`_YVAUZ~j_>HUF8L zmv|Wew`o+pY$m60+4r@5Y|aHHV0A#~YVh=}D<7zn#r#m+GWZ!+7#p>nq(6~9w%Q2? zYn%~&L^sK|qiz{B6Q30}yr@i~B&D#zvxH+V z$%wI(kC_+y;(LeH9v)QD!X=qXin!1bJ$#ZQb#Lc!Ats*)s@H&gw)nM#P2X{+AN;za zKuYsC@+6`dGC&7|=EX&YqxB7Ym!pszBITRV>3xR)tTYzQ;wURs>?$@9;h0?wWK=fm zE27fhc;W1s)eAexXx^-wh?%K3U<*K0sq(@fn(`Mm9hUe}%Rebp6BVnF5_xgqJ+fHx zrvR)oZ6A7E>0>L|Vj=?izFqw0<)Gk|EeJasYJyt{{ylDa+0JI%t80RT4|sLB`V2l{ zayRR6jaGQ(s+_jM3)f;o&_h3QduESZ45X_!v7BrC#&{dK>lvi)_Fa#4LufOwY>NE&hOQ7#XJQT@KbJ;rg`8bJ(82vp5j!itO$gNz7!+VFPGp!K-lh z)%{R;0$cF(L0oq|wd&%5F^wV`X(Rp4&LUNX#cUd~Oy5_rSl-{HPEZ>yZ0Rgd1g z0X_RZ%YnX>u0P*`1D$FT@E%}32IIxMqjW%TiTzArAAOW5R!9^Q*wX+q@R zsq;ZLJ#PR-6mD;z1T~vZwAEMl?h8a{s3R9oVt(Slo+Dl3z9Q}w8D`1k;y0Xf**|uS zn>VH)66PLcrjw`Jq6$|Ombk`y;*u1^!Gl4@s0L>#_4&y@tYp4Eq9@l$nz^dtk+WOB zxR~+C;O+msrRznG9O0(KVs;k>2XyN3ji|x@Jc#E` z&<&2cB(P>STSEpIaj-)_@p+DF?i96m0GbjOLaIH%Q{kGk>{V*aW2>aDeWFy_d7_w% zG=~&X_t%s>v@WIpitah&SgqJm{zdUNmbfaF=QfsjRa6#N3^zmH_q41m8^5_<+7~oi@6XxPym|q4E35uy}^~=rG>ib+vto zpQcVKS&Wdp496eoY+arL6F5#W9W)2(wGWO$_uBR)TupB3)oELX@zKkH^iT?1f!?553d-ht1 zflYSms1sN`26io`ce_q#o4VK1VEIq?8wF$OS1d6v$09>n>c85Dccq3G-ueX(bLqvm z%fJ7sAazW?KeKfc2A}^r#qaWdy3g#D0N0nVz0A4mD^~(1o|@nf++l6(Q{8c?eOo@E zCm4yj#(Vb@MsSv3JdQ1y!cF;DpMiESr~Cw7N-h&KzCQn=r^mP$-MiWK^A&vVDh3xk z5rVxG54?FJdl)3t_jg_CswJ_g?m3HNB1(f<;53Bc9~I$J-yhl!ZDj18hWf)I-=HrF zXMt0Tq4ICBy!O}`|F9?1UBy3b`8oZ?2^Fwe`p-FUK0Tyx=Y~L*6DDW$%Tb#83+Q1( z1>cTc6(29(njC4Y<;0Y26W}ZLlC`=u~G0M2LMKa<1jxev7bHXv;ew5MZchPIiJowR^d}8JXhIQ;`c|P6huxd zk2rQ8HYIohi(F++1{Whcb%-_TE0OkAAiuXBGY2J<-SHpK1Yya(7FU%Rg}cI`mJq{# zvm`8I2v;A9ss0PbUq%?Wy;7eDuX9lluc^q*`ZoXT&x_N>^iR*6e(!_XD_(954qjZo z$-Mf>gN|EZJfv(B4H0Sin@z;+u0$^U6K8iLyBdi3;kQpHx2uT)Dob8oTQJ!W3k*(; z@ttt*6H}mnd6<2~z=qW1Tt z#;9%E`dXJ!ywu9pyH)Io+GC7=wWx|=i5nl-Ap`I@Y^-XXYf`1}U4G<`jc3*_FH9fP z|J1R^?|Q|%5x^*h+t(#U2SZ&)6yGN?1Yp^^@v01+ipDH~QS8t!|;iZnQF=)_! zQSWC1{4%MRA{fTTdHM&%fYBp1_RWufzYL%Worr4nmrbZU7Q524_U%I71i4ycNi&{Lpzo2v|4xp$4sC@K%$G-y&7093ow8qhIts#}24e_M z)4J_+3|xv?m6z2P3;PnTYwExJ`~v>KlnZP9mpZB)_Z8s{$S1*AT<~GVz8~{O^c%~8#3w$!+mJG1dJxbwYJxmQBx##FV~krg?SUNu*gHq zLF)pRmZ67ys7tQ?FhLFS=v8-JPnC~yCiq~cq220IRWW?LYS|7smr=aATaS{m#9~|=pXO^ zJ49wk;fA98r5AVa%u3(7(g+??A7nl~`ljZx3>@Ny-oZ?gmVwTM4H(d*LY=gGXLAlU zXmnV${c8C6!cPmo_KB;u-g`u^QeI089N*W zN5d%}1+Qmp$M2kX#pF>|2ZyCn+Qrp1G_%kP9IoLQHH|WcUfE(O0H9L+R+~^=LbMIO=;2 z6avhb)F%XX+$9j_59|mVy71K4!r5V^58ZtBIA2OqwtJPMuB-%GwA_ zs_MX&OEB@>*#Ajj-n@DLogg3i#U`9YCgFT|v(RLmD>x{41x;`(K@$*=>HG_4HwQ(Y zu^sGgWN!oilf_&dN{G;$S7g|GRa~RKM_}+aP4$R4$H*#8e_4_OD%Y^q|e|7!Vvy=DRlZ0CeJy|C}FdMs`- zzFCo#nhH);dT^@RpEiEr!+EdGj%<#r#VtwCZOE`B6?a~v5}52`DJ!~~|CJl#$_ELmRbD3JCEq20&%(&M+SPWqV4%<-Gsa0T4kLd}ou1R+)6Y_~S zdqai*FB|#dbGK|v0;UV+ke5f-p{|mcuE-Fo^eD^G>u~Inhc(6*G^G)Q&SC!jp{p{y z;*!uq88N(|;h+>+WH@&+GkxtI157M7rj6;>KT|h_?i=RvDX!=wdOv((5_Y(}pxhm} zLIQ@sI9!j+D=6~MAQHNBMU$GBdq%|4i&Vz{N;yo?;1wB%HkYgA?xNAqqV^c`UlN+{ ziVT=UV6T{P$}=1D#>cr}jKne?_dcI8A8plh?02WHhWi~wZoWNxrC>fw@KX3cOnm>g zVJ@lvI%~c#2vaWRDg*QRN9bf-si^gErTIr!!DwDnbo4;ZrPbmC)}@WVy?@rC>CJX; zKa`gU=8fERvBAdcA}M>#^E7rM>b;X9L|k+caa_h`wIWFrzP~J!<%!AY$r4U37WC8H z;G<|+CBD0n z&Y4_PS44&jM*X(R!>M#{zdUfNnvp(pcnoPqn}(xIN-=L_H?{&KkaG?_BnfPIV;V80 zzXCcdg9St%a-xwcWN?Jiq}3hwpUqkP+@s}(etj2(fMcK)fr1NGxxe3&N-KL?X z5O1dc2r2dmRDn$W zzl17E>{mHj;@2#Q&DoHFexF;CIgdQAgj=_i{*Cj9RTUS$27UOFbwBbpuJA6}@C8bE za*xP}8Laue5|8a(arN;z>%Zu@wD!AQJ4UVjuYGPbP^bDB#c0{rdreQz z-5Ukt_o3W6#GVk0-NiRaLD8G(1$)e?qX#S%HJ&MF!mml|qti8|am!_rtG!7t%XFVO zMFO=i4yO>ehp4IKVjFwvyX&%(fXXNE6gxD>ks_x(|2}MphZf32E{E#Su-;*_X1U^W z_J6x93hvFmK^TZ?*?&ddEDwmu*oRlg1EZrWS<(W3pm>&eZY-N6P+)US85I*&Zg~#g zd-G*9Rbmq_U`nS}nU1CB?txAF`prEuzHcN1%R@H7IVK8N$=KF01gotJM6pkkom5%v zJ?{$Z*YmmGMCmB+t~rGs#FcXjT^yq5IskQxR*DZn+mL8g!J#Jvur#11BDF-tuK|be zDqCj~9!$GwSd~D;j2RU$rufKeMR^tC^H#jUJdA7cjvZJlJ@he21OAZLRohyv8$KL6 zOqp$ru&YI1aMVyie>B<({n4>2{nef$zXXAj4N2wgho=9cjz)jQKg)3yQo$@7ysIa2b^(zSkeT2mw_doD`LUq%Vi9_t|VW&G#J#W%;SwVB!lRr zGPd_J5!y6F%bkxX0h9PQBDz3BB_yoc@if>kpTMN!1Z*#OpT8g(r5srPeI{*m|A*7Z z3`L7S?MVMjM8Gx@{^kgO?zYO5fXdG=Lz$eh<*F%#mSQUz%V?^WA!y1c%M{t=N|O4V z+CP9DpamqeS->SwOOv=mOVx^^sr`F~guaB;r{ceUx`!n;Sb;@STD*WIW-S)%i8&j4 zRp2#YrRrLG?ti`#&<2H~>c8l{(;=$Y?a-_D`Sy$pwJAhjnGQ}>#i?WZP0rGdLXWJ& zrB^`2ZOGsyX)AQV$;V|Bc4ocaZOE{4J&}sdQAOIbNZ7Jry<$3K2M>FAnQQ>I4gW|8 z@9{EQNT;DS=cVA)LN|kA(`nLg!i3N7TJO!Xdt&nX+NH~^$hyBltR!g%j@r*R&5r7_ zs)GAC>9A_YLP@Lb0RU_bV6r%3+=v#M~#`B%twck;9Fc6A3l3aF^&h0LeGtoD(mXqogmYd~xjzbh|-EnY5|B)T~2G z*(4%YtrRnVEnN+VvRW3DpD(iHQ)0H7vhqavL(Rg=`t$9AyYZ z*MC*7%t+Zj0X718&@vk?pX(zE;@g$Ed4&-AcH{BMceba-MOW?>`XI)Yh2!SkvIJnS zpIFN!?p#y}h-4Xk$)eJb3Epz>h}k|@b(7heSu;cE)xB;}s*LRKC24v}JUfK|TST%} zfZNGI)2vR8X0+niGv;125dJ2TBmZtvH4+F&?8N+9HYD7HcQ^f}jtmKgYrVUnI|McUWgZb=&pmf)iV~nJSs?@(*4_|7r{8&&*?3!jH%DfUM z^T3Qen8*#xz+4nalw9Y%=t?3k%|4#Mi(eQN{>hpa#4&|U&D@En1VHJY7CKp1%9Cci z?&IQwmD_F-1l0hb+mu(R#lWiEAJTL7oX(gqM;3tV_TMh z+SmWQ<&vhA3*R2>xf(Wp-3x;Ho)I-P#JWoxe)OVRQ&(QhkEsfpIjCj8ru_Z1++%*Z zJfB&My=wV?*L`8JfI(*Q!2{zMzzBrExW;6Bi3L`D49|$TC+p{7ocmM~w;=;VuvRdg zq5n!s*_@L&Fdz~ZEX=gRo~svkf|XYX)5Z?id+eFfE*I?pbr9p~SC%LLpzLuO&tq6x zjl0&Cr{GobrffT|WOmQ5PtiJ=zfKv`lgBuj2WI5W#Jxv`*=z>=sXMWjfc|XW z&8#sS#uE=TTqe83+3ylFxlZp5ZMjwgEIGe0n=kR@+^U_5+rlFfivrZ+^^Fj}? z2DOA|mOOARo0f<+_dF-+zi3$G4y(4kS*7)%Q4BUUK

yOXJ`c!IMp2`MRB zd4AEH*3RaG34M_?`=#LS6&XzKq$@z+UGl&cnMfJ1N;d-m+C7;-5NacknH^Ss>(mfW zF}gLCFrj!w4EFSg@Ro{Qo!E#B?I}vo=bcJV8#`#}k##!GMmvJKB10f5w;{uxJHbWj z5>Kxtvl_NBk&9;HGEQfW^@B?pc<4cLWqHBW%XOyajb2mYo=-F?pC(YK4Qc%>Qa3bN zCw5=uD0bzER20v4(bM~JQREYLTWzj%*r4O69GhEvCFsApyu0CChgI8eSF2TVApbv_ z@-=`t``obHJtxzq-y7`;{d5~Llya5umn$o!r*1y%mVh`jY0ZvIyPI)pK#r`_8vZ`; z6DM+3$z1q*|85rEBUT9^SAdU+D|@oBkxrADMY0hG3zQ@4)=|Z1I14OWFf_g`PuNn= zT}QDJFnD`tdQ`_@Rsf5MuYXgLw0hfgwT~(Q96;tOfF(Q@i0LtD%bt_Rb<<#ZJGbPC zNy#j^R~ll<*IC#aAKx-((dJ1P-h=KvGVBw$E9)6Fbe|8*1i@4JJU7I>**E5OR04K8 zujnJd2Z}*ifAr{VNBWq#d5H&%*Ty)4(O}!IJ=Zl@#<-w@F`gUFngo=k|B8Qa%kjij z+q)Z0syGNUx!D@`E?gca6c=Qrj~j4@())n>g;sj+mBpXyxP6GCD{tPWtgCK?8?Z#r zPF%HZp_OV*EzVf7b{Q-cQOqhG__)L#-StTmP;j{wKB6GG&U?|RPoeF^wHdo3Y_IKj zO>^5e&0-T+$0emmgfb5=-}tEI-zqL_O#IR<#YrjKUouAqc)%WG!$5j@ij<(EOhLG* zs@$}kqtk}>a}>(9_F|E3_2kteW@B~We0i&w2Wor^kHm7rG7!s!>eFKhK` z*-j49u6@^I@C9qW{+Bp*Hj44a62G2m748ec647Rwr&RqHjgHdkgDuCCR&T$}D0#wu zjpUW4dWndce3dq)-^=hBtX^KJ#D2OB8P=}~7eyMp8M)B0-d!7N5Vs-21}QmOB|{~d zlaf~Nc%8m99REx>?HLn?J}kGrt?gh-5>!Km%53zrl^1tC*O7qQLsRKG+{))v5?y-pYWW?P z(b8n5J$QXg33{)ZKC$o5>F7R_qOJtxJuke6e+g#L@N+-c=EXFIIg@l2UIT1zCMKinK?mv^Np zoQZSN$Ms*X)9DmxGf*T`P2sZJ+XuK1t~1CG$tipL=dN#)1gNvuyIM18pO~_(L;IEA zDf)#7;hVfFvNLzu)H5eks>n+Hxh9N`6R0~*5~3)kD3)wX^ivsZERbaS**a8F$Fl3KN6B3-2cVGM2p z%pV=aRZ@GizH&|a_}hkK@&uk&7>37xSvFSc{r^32A2b;Wn6y63-}6co4!l=PO5{t4 zJP`xEB@8}F;D{h@lY2Kd)~@nQjx1xu z#gCV@0Nk#PVaqBb!nx>qOELD~YmgmM3a4G#){jPR$4(%I!OnR&7u6 z^YRIXXK*~!X*v#fM3|7Av*!a?C8M~N8E!*H{kzdg=dfzWb(EH7@r0Aa)Rf4YLGiL1 zbT7}DMbg(pGKD2Z_R=JQ5+)Y*!%#{*@`eOXUuGHGR#DFnC5MR!QtkL)c|(0rdcGt| z%|bEI*mVHIUbC5iG$sdDWm&6r;2kM;XN6}C2d>}8*6PS9hY@eSoObRu79~I@f=ksw zEr$kPKO_|5zjo=ca>>L=Ko@8%Xkt$bmiI~a=h)~VvMhs0=D zmoeqeE{Gi{M#L6KMF}j$cc-Q%0j-xu^BAv~(G3|*XUqduQGH=)gbUy6ZDA!GD*Gal zxHx5)1$U@g#0#mYXVx<;@+pkI!YbWsYK#(g!JqwQ$31p6u(7h}6$3++&Mh$+#vFfU%<9;eSN*JXUhDHmmx9B5I+tKYhVtzHu6qfp z{yfr|C->T*;Pn{vKrwv`UY3)ZW2!^R>A|=S=TzxH;Q1E}aR2M!TLSfK>Ja!ANstfc5|Q-g>VKj)f#Fjv!uJVu zN5<-ZqE`V8h;gbHG(@izfu5JQUThJh_Yk71THgdXH_tO&J`wzsVfU2*752v3GT>wj z{T*B|)5jz2@U><_W`gXgal<8(xvXs85#6NVj=E*c!;*+Z$bx&W50+qzW#yPg7%aA3 z7x($+x$tgQ`MJ)jat9;=?+sJEfx81}7Ms$!L6b@5(hKpf+8MLS6k{quU7!Y^Ycno^ zTH(`igF9hKKvB_;~wU#q4NLui5ex|w^fkUPLE>;yl!iKd+K>~9lB8v zHrUg|;ks(U6V{p0p?#A~Zv7X-%UUzHq7iJ~hB@3j$7eklV!UvsKM}oZA1-JS_RuUkuydIN8(qW119{4bGA*llH!LCHuwM!6gzL^N? z;r;#J2D+C$pqCp3tcphg6?6*VfgcN9X1zhb0XymMh)$>VD$Gc%EV(ce3`SES&x0Q) z4pZ__?HMEG0nA7$aB$Hh|@;)ly?^lTYw` zU@I+gH{j-cg^UIH*Kj7ujGU?PdS4#tUIkP}*D!E99x`?|O8jRSNab3h$ubWnYE@## zj#Z-A%>c(nu}>c({F}t&WV(t0mPS|qfEC!urRK+yz8ecy0v&a_s&;REdI)0LJ_$xE zua;eVwU)G=_krOQjBmlabu@v0Pn**LO#GVN zGwac#4}u3#wOd)>sgy;rw%$KwhxSjiwXQw&JR*}`wWmI_x~*~dvvupgm|ZDF14Yc3 zQPKXr&HHFLc?c`-=@pw4E~zA!nSU56g$+|NM?|$=HhgCbSRo^q+Q``QU&Z0&;7ean1 zHny!;RkeYvTgP@XA)5cez9y6VUgLvJ!;Q~b0tUZkp)7iLJ~4ZXZPBjc_i zg0uj*R%#rx@Gb#G+#DktyLxUzMq|?9SO&i0t`om<>Qu@r>Y%9j{JAiW;&+p>K?2!} z=CmdyMJsKns>mwFq6?qrtk9Ka;HL&{9m0nl%W~=_Fz>Eaxc% zugJJ>vFJ&n3EOKNi*+}y3rHY-@L+xHQ}YieuGsWaV#?OgRs-)2)J8`21Ea12b2rgiY#n=S^bvVsPg1-+B8&ddndN@tIWwnCtq$fm7@~@0;XoXA_KmY z*zYDqKC|lZcC#_=Epui0Bywb(RpVsVhCfl99#uYmlc@6vM&GPq!fH}_FVPUCXsNhT z@78~zNmu#6F{5>rF}h`cC9T?8y;?lD$DnX+KnvhJtUTUj|}T~ z1@;H9ngf^G>>E}WritQ4fsnhbi%(t+W5KzO&=NUTvpn9KV=Lp-eBNlpDCbO;u;k{(wO;}?_W%uw{2l$lw@`aBcVCzCjKAj)6B%YdBHI>l zpDu&FGGZ^q;B_2ZqxL&fWyFgCO*sSwVK?|Y;yAa;LZHTqv{QR-g`jiq=V$yCMY*FI zuBy~MG!VWaZFK*60UD3D!r$A-MS00pI+c}*A5*cA2Rvukn|-rjQ!yC&lc0MsnXUzf zPAP^d+Zc(hIF@ExO$TZf#8&a~xD_Q-=R*fX;BJZ}fw&izA50%RfDV+IuYmmLyT5M$ z-0vG>U4J_3wZ_V2mYIvM>JPezFJv}n&`cEez|Le$9Z2eOWh^Oh>%Zy>q!}OA%s)

Eo!~uv#n+@xw9f+JzogqR~#e3l%8=*dwJXa^{=AC%(V! z&VW0o_;|LBx!1|zr(*t|eqSgnVYTZkl(NEV2uJ@<_Ja+TxoZBw2m6Pn>>ddNtkP8)HSr3*9D6aPHig;O?VFD$CsZuf}e!W?a_d&e0d+U;prb9ae2mY%^qN zu*x@p>a!}GCla#6d9*K4b{jIRUjZ&3CjI>vNy9A%#3jw12z&ixLX zElCmasD^G)x1LU9PzP_P^NzIQCNMW4my|&G?YEc5ys+YP2tU=zzw3>?CAG>aaho;8 z`OLfn#pLyL5dms=DPlC;O7`z}`jT{3H(lDe{#~^i;VhU8I@p2{AOo;+0_ju z4&kd|X`nkPO9COi`+kDK5iuIOlx+L5K?jO+2e;mXL027@unYs&9!yE?>DGVQBQSSe z6bbm>_1J~>OV+=YIB=YwS5(|BKqL=^P$Qsp%zN_j;a-hYK`(L}GOUZ3iy=cI90nQI z`)YFyQ`>eYY_2S?qTk7N>zw*<$YZ-{wW6DK>9f**=GH4t-h&lshkhnIcdEJdOAaBE zd$Vt1cCW~gbL-T$$<6O5)eYR~!ni`(LLON)_df$d-T5|c*NiPWx`_-^c`BLV99 z*k&imhxRK@96l!Js<-6etY=_ zmEWZF+&!y7!3(dlCXt$j788t6*iL7B-yIxoy|UClDHWGl(GAa}SLwlh=={RH^aBU+ zSCf!Lm2i^H@tv&~KW#xNyFuG6(a1 ziJ!Cdyn`4HH&;hTraBDLIDlLK)wq1zrFA3#tHe#w^Oo&QOxYIU(Kb4{P7#;G@}lDQ zTnIHl#BIoEKrpK<6QdVg8r{?QLz!V}8*r3>l(8uvcU#Rw-)h%~ro&#jzuTv9!c>!pT)s zbSX_W1UdbeTmOYE|i@dlcU!@64@#nJ!mG%#{ z8SnE9tAPg6Nt)QF54HzxgTic11;-}c5n-&XybYfAVKA=f0(}pFUm;jC55xaYq9krg zXnWn?qE4r1r2)NWp&dJxf>+|rS-OdD=}(^Ep{N$lmL8`oSgC`F!^x!f{Yy0BZk3@w zmHiaR=y~|&V=IOomWL&PEZrzieQw@gmdfnRTax+o=+EL`U5)8!S_wR9?BvVd>doRq z4Ms!k_YXF{z1P*@`ov@sN`Ko$pZ9t2yes~DT6|#71Y)RixZlyz*Yezmmh`^SE!u<`BdZN1uU&A~^~g`?E*)URHVW2b~@&X=CP4nQu8+E8}r zmnR$pw%EF?-O^5f3U51clkXa~#N-(jX=D0l!D);|P8npDXQaCIUkv1E3j|p=T$Q@{ zVkb!y2f@x|H$ofgP}>sb9wqQXJ17wHg^8#)bX>C;HRP%-yxLMH?5>B-kv)47GS|MA zVbWJd*wV(KIuhvy?LTk`!-2-`6&Y5A$0tMp5nXFV1{IsxEPQ2Ed=6AFm6y(-OB5Y| zaG9pGpDaBp9qoAD#ueUR#Q4Ec9NXH9IqgTxc!U};X#I%kFMOc(@k710YWXsr$^I#8 z^=i-Bb0z(Y1lxm3`Hz;QM)!VH(j{lc%h4%!^o6TCiy5G;Ktz~O`yAWaL~cFbw%zGO z0yUk_J`{sWzzr^BO&=AQK4!pohRTXuP!cW&BgOy_OBnp9Vm|!RIe8fjO9vqo&-r8H zZtLm_VuRVvCU@yrtk1}b9Z$90Njv~Xj8~xgK={GD zL-2sPM{xCOXHi%tNygLZWBRY(uN&`e1yT{kVy|8mp%Z6y5hV%V$Vx<~&dJ<{3~RR> zer&~R4&XxIyMI{gtDWV>;81K&cAxAu%bM(lt3)?kn=!Wku(UD#euMA=W>C_Yz{;PV zF|PlJBRZYd&db59IyI_X{OXJK00=K~{N&ZCYtOn~&r}f_H+Ag2FgU!3PhIfQ|NPk+ zB^t~`NsaqXaDk2ajC4hYJJ}_H?3oY7n93@4*wu(l<+8*<GYvW^m?(^bNjI>)Wo zlwYIh!0yrVTPwfip^3M(03*Vq^cw`~lt!C?;$UZT2;4y;TQ z%KrZ29VL#n>oTg(Kij`7{b1cJq+>BBe(F>`68IIcdZP;UzO5!08mdU05~ROXu{=lRht}OZlnHwza^yU#+^S_L${=@c;Gvj3u6;Ic8%14lt@$qnIJJ>3QO7f< zB}IO8oF)xRgz;l5R#Sx!A-=bSrT#gP*X511G>pMv2Oz9AHT?PgIIERhtOA{|W{e&1 zV0vy*1#D%!0i64~*Xcq6taSNI%H2~83Z_1F^0^%zn{n?@P#+KGK~UotaBuYEubi$= zON<|^_v?1Ub@lTx&S7FTB6H^beKD{d!G!rT>N|m$UBK~AbZ_=;&pmYNmB}qD3eKV{ zO)c>xiNZ*_>6oQ5v^*kS<_*T0jAac!E6*~~u?7TR1_W<_Ih;ehh*H@1=4+$qh@r=<9q^cAd?7*cNKQ5s4ODUnJf z;96MJu}UowCH#v7cSQym$WWE8&Xi&P*B^Efs;Uy5$wOnbsgb2*_m-vj(Zj&kS2Qnb zj2G5rqF9Chj20CsbgYE@Ou4`_8=5@16m$(J#*C7mzkjjzel0)oH^O}_ei}Mi2mC81 zwVoG#3b;XiSL^rhaqGX3E_vD`w+(=|upCF4pyJ%@%rgsSGIJb4>S8r)D^1WQNv*+l z3J%5WgEefoA;XG-m)VY~zPI$e^A`sP7&gF@PNu0Spt}D>7`AVU})sVCk{UV^E*1 zLen+|O4<(?x6!t$>}q+0w!nT@X|6qaum?MiosV>6Y~O2)Wu^-P5gu=h8}L2~H07U7 z&3No?6vdNwZq}PXU-o2xl$L&%^XkMFjrBn(WwB4q&xKF~-=p$lVEehyh6e0L<+lbr zZ}X>1c+g=%0~DRoh2Os10$9xVn|Q;|7jFF(?RFHT^$C7*p6~A8f&8o@JHdhF`CxOYQkK- zW38Se<)otAt^WeYUq@tUsqM*yk9!FwgY5S&of{RV9onYU?^xYFQ|CgTtFC>jZXWAn zUV8F|_-1~CG(^Z%^RbsC*2)DY8n|I(Y6&s^_x5T@Cv})f%KrI_>oE!N!p@v>_wDME z3uk~{yv;O;_!t;IzSbeU%f{3Un}XuBoXAz`CK5h6olO1>)~Jbj&PylW4cE}D|1ti(*c%K*e23&?yE7NqtTv; zx$wtUgIiC46-WMf7vu_KHP=qmAP!-p=1D}NAt7xxAdvEsy>v4?mc36OGt>_h`;R(^ zDV1j)-=L&-cBB0frFo5(J6fpLGIfTDoxi>aZu=ZZ*|OH&P?&$$g|9x1uvSkA<);?U zeU2Cmy)k(4^zy`jt;U3B4b_kV^CY-enn!{W3G$dkWcnN{?W&wx_kMR{Y3a>M;|snc z(uJ=+{tTSwc(7(}+xgZLJP6g&@CooR)*fU1Yl|xJUSbX~4O1QDzPrXV8~yas3~*pM z=YS|JHZ>OJ3+1VQrWF6U3t@~S=EN>scibXjCugbxf)^vRAZ7pfxm*9mSpQY}cPe$_ za#a7_J7eO|;mFsY3A|UA>tq{kY+(Sb#8*UBv85fWI*wjQR(vQH2NY?@AHYjp2OY9Y z4ql^{e^Lm`vwp|CfR!hXeohCOm^3i4sRAi|;_VBJWhLLpq%&mX#WYw3hnq4c-T44$ z>$rFyt6GL%FOD8ge7giC0giVkDNeJ2N8TbDlh{l-ljQid5Jjv(rg?XO4-~Gn> zp6AAIUEU6Bm~&c0a%^fFGv~j#G7@Q94>6P`h8b$p_8*u3)PsZ7rlB_Wo!Qxm(jfkh zq>>$MO7a8jxOwHFVZmPO+g&)B zF77XO$JtnXMQ=XyX0%`99eV54Gb%QGq@beah=>`N*y8n2V|IZp)793_nx@+L11qE> zp>#v-)KX5}b2@_6NFv_SVy)o0$6k})dsJ0=*X-Ez+md%)b*MpAf6(cUA7x*vZh+IY zDo=HCBfC8Eixf9x#L92h>Nu#kPq|9P4mt4L?DITD`@-#<@|~>7Lzt(v)Zy_v8#%OK z(EW>cs%RLhpZ%KMJ6b{g*STTUe_dL(Xo|3- z+n$I1a`xAsW9W^!Ze3jN-jA1=wY4{flWmzxdQv#sx3sM_x4v0h^;ApY>{xHOjJpQk zyYRC>?Vdv1xEP6Q3c8&)bL`fC?X&8?s>7=P@|2WJY#J!IHQU~MuBU8aSKW79 z?%Kt+G>QaQiXcM|9H_K@Sx({`gUpew!R^|awq`2IB2)SWI9gUYAS&#Qbu<+(<~O3aX~a0mZt1#gpwfKYr_a)8`3$G==nvwGO^YUe?V-`L->p zrwBWm_nm`BPYSx1=fL}(dQH>yP)D>JO*^2!rJFXqlw{ts)M^}gy{R(Uxx6~}v!{z*TYQY2aoQ1=Sx}Ii|M*>Bm|mp= zBy0O;FRZmAzfHtp`*)*$I?@qKStCsSbfV$COoy-Ziy&omZP)HvC?~VE2Wx>l7974jHb7$@1;m9 zu|}o>bi5%g#4p1g`qZhakGCOa?Z{>w)4D6~>`}S#6RH1N7Mt~7p6IIo@>G}g4r_-u z*x2;>ZrnTl=8Oi5qwk|U+)LTZ)YmDCJAjB4mMnnOV<3pk&#(FfcvwLZzq+pMDm(XgXa7d#!X6e@ z{sP=MdBA|vLm5(S^?XPkJNDO-jMAQkUlrrHt@}Q?GQc7!3)Zfq`iJu=%e+kyOBPR%(vM=qndE%IR{dv0z<=kXz<#GrGD0jDa{UL z;&tm%ZOy!*$gK0^maESDgQuj}>SPf9%e1*6UAH$re_hQ*c{6UhApC-=i$U?V%g#{F zs{xhP?f!E>;cN(0^xDGD_v~34HKS{+&NJI*-1wQN>`+G=iq~WmaxAwRq|GJ+gt=o*1NtQ^6HCG&uU34cn~a;1ll(I}!&XNbS`55eJe9 zD~TR6o~o2vkm+GX((=Yq|Fvj=;%ms3a}i*Ove%x8;`%S6Lx9ByI9OTkXCIsEUTYWd z2F?eRK@-X@FJ(lop5uIxzDbdWjBhNOc&95q0Uk-#XU5ivupyQ|vE!VE%k2K_IaqMf zmk<9X?9mN&=c{3S`H%iRYwuex+RzL3o0z3z`lfF_+4pYuAFt?S`aMtC7h}^g8S(L# z_qlD>-ljt|zoyUl>#GyG^cdBAD0|lWJhcyR&7NXw%YCpp8`!xzVmFz==2caA!)3PV zhK$8BpJ(ChfAq}x{W-sp2Q_c;O6mYc4Vw9;%3j0)XLa!Ci7O?r z?NjS~D+BVJrlKeBS|v9VQGMNXcsj$WKYP|!RrT<<@*laKIzQO`z<=uPBDsOSY znZa%wZg}fFzHjb~g)+s}`QgSD%=Yf%2fYzYc$>q@eW|)vT|xdY)WsfF%u4HVV(mBE z^On1<^ZC}WMAdKnZm;{EEmEIM_$kD>J1TD&@*FI@=*tIUp#JNL=~;VUUTACmmyF=v z82(;55`!x)NkvD24!Lt?ePG>t*_BT_<0&f2ZLbNUs+Zx8i|DZ=s&B|up$8MM+`y^$ z(tkG#Mr=Op`)EOiKDMMnD%c)4`dQWAiuE78S+M9K=X%csS&*G~UVU!qC+}H}4z?c9 zWK`HEL1v}J;Bq0aR~2l3xy67s1dv1MhtKvnWnQ>Z4Y=pYk93zYJKT5z+1|G&Z_SYh zLj@9AMVL`-x)T4eXd8J(hV@%Cmn};;@XQn4^B(-mur9$|^&|+wOD;W^?apP-3Txw|RL)^02&5BpPxUp>YYh9WR6oHj;{?kkIavoKc zw4v+ERK;!ek)v$v~y0;9vdS=8rf5_<7?O_+9nFu_E`B{-XZa0}V z#m^v(wco6DPIsktoYtgQ6s+*;uIr*88v$kE*f~qA5s5Pc3LHkDiZ7zQ{_DDPOW%Ln z_WCcE;r}2Ewr_3fO6{`mTMKOZAXASXxAm#%@5=En;+=3B7RmVV)8iU0v-9)dUMCmZ z8DFq*MICss1yCN|IswXAO7+X|$M%Q}%g3LP`d6c-RQbv0;M;F(EPQHq->#QVRdPTI zWnas|%h-0qMR(Th$oW$!+qblhOr5f!r7*#+&zUmTdVtiAgWWEa@JYuF8JB%swk;L& zzR{;%Z7g4Vf#f4Cl)MDGjWl2%o3mp6%@SUDZ;M9rl$~vAlg2c<%C3bQCyyOCbl!?> zcEx9RJThcaX5Db$033YAC1dqo)`vT?4_9ul(bgEFdJfii?W=QD6;!%?DRFTwpC`dp zttDwLe+SLu>8$%a-Au2)pA;=qhJ235nLIY5UTo3+HaBBj>ebr(=*s4Xu@jda_vYLJ zX;AN`GH253@b|m^I(4TU^Y6882vw#PXxx$)-RiA%==GPCJnP6XZLTOcwf{=lMh9BH zAi^c=efrVdgC8vG-}%(DqGsOy{ZHKcW9|J_${yI*p-nzv(G*hLKGoyQnqe&m)!erTrUr(bfm0uyjnFh`!Tg6 z8VngRq3}E^M?tG1r%k+c&E+vwJ~!FaotQo~s`iz)v{>77&n=Iooqf?caxNP$=T&75 zW7UTa_1k^-4Ifr-{X*$=LSw)k`}TjNvE@!Jlgk8Y$S_Y=mYy7A_P_YA!4ki1J*aKT ztEs7NJc_~J?4Wb5Sd;VAUDiE$)OBc<8>x~ZeTJ{sG$og_wtS@;M&eHIdYd<|Q2A85 zN9w;GkovFdqOAVwVyXYysHFbOXU5rfJW1}Hx$jVcngPag-8y3X4Hv&7=dhp1IZSDX zhlbz3<~|p{^U7bFTOZasU4Kc>wx@0{)Oov5kr97?NYA| z$0?9)Wr9YfBQpG2+ZmDJQ~rz$wficN?@J`Ym_Dy|@YScr?fTo5Wz{>kOpxEBts}A| zzV_uCK7M%bKd#ytiAD@Dy+ieJx~2Ul531kMQkZbpm%sCJcDQlazrFItL8Zr6`#ofc z=ox2t<^O+C5qG$8ntuJtNLP*qTZTc|i=^X>etEFlg%DoqzuuJkufIo8{nuGi|8-DV z{a03>AM6dmsnJck?R{5NlU>*CYehlChDa9?L8{U_C`CHbODIYYy(1-{pdbiH$Iy`` zT{;9vMCqZI1PFv)L+CApgp=?5@{a%a+?=a3#u-B{GRTwltiAT!YtB5oWbbKDoy3un zJA#m*&<`1LAq6hYL?nIB$;r1jHi|7J{+E4KuSeBn+eIm|NU1a1dwvL^0Cw7)131?w z>OW*sH{-1|ZgZXMo+a2Am9D;k=WV%YFNV1|!5cB+HKqsv$B#akso2TPj=`r~sFys& zGdVM!bdwBe>!N*GFT7cvZ{xCxV=bCPFhc^g`XkKzP4l)_HXqh!d9oJ*2idMXy$H2d zZ-IVPf6A7q+jzbosKgQ#p@~>ZDl=tDjH1oI$tZ=Ei*x!wk5hNDn(ml(tq${i5(%b) zJ0p7y+JOG-uUE5^Sl?p3ZF-D6p1gHE zN9MM_YJ

>o`0$zkD8DV6#Ns^u*yMVNnAna#-#HI}E4IRCRgdg`5aoQnHqBpLZ#v zhWRiGM;7-Ooo=Ra^%)uO9Dmg)8seR*f9ix}G-%d7nhAD@fu`6jl-Dh_Pf;pvy%qbfiq7s!e^&nqQp;N`D=2eo29jBgYLUYylG)l^8U&fX+kD86f-*%r9T++TCYC!s+)|L zy{5kNRJ{d;l4g2yPtLn%wD`71V9-HRiYcJ90e?$337I@X%p}bQyX|Od##!PNyxYg+ zO=`O4+lj`bdt9_R>{hA}iBu(2dz;PlB=xRy_0ykkbK-7q9K5{{#xyWiH#1xMfv@j0 za78PiDi56Q|)YUX@@9%e*0*C@Ob8F|BtVM=Xj7UsAToX9MmViyx`L{n(WuTd{A z?2#MXZeS$+8orso$r0d{Auv1;u=qNCv-Z^O=Tx3cbG;F#S>wg7JG!n7N=@3r-xb5g z55$N3)q6eo*R1(hXDX9x*CB^VpX5rf6w??CxKId}X`qkmP$H={LQ=tK(T|ipXx3@U z2X8u`SqFLzPZ7RQJdeJgMv1ZSM;{KsBI?Y1W_wPM85LN(bJRqv$}oOsvvK2cy@nRv-W~J?9FVO- zta{+w(F+5;=_ds7a^ntnrl1j(fCbUO%9AQO;adxt*Epnye!M0S);zwRU>~0<9@#r= zNbhaXFE(zR{K}X*ZQ4lb=0ga9({`vK(%C@=KR-^-;{{Kh7p)U7cDu`%gC2t@LYT6LiU(oox1zyXP;65E*;`QUV6z*;Bo&5bAV@(S70S;->bPX4uQ6j zro(mH%BV^_mDq+9GbK!~!!2a|=HLzQ-GxDcJi-R&sIMCv+bJm@`5rro>6nHdZ@Xj& zdcQM~R{I81TlAlL5+MQRnxHp)!XwwIXwMO=C ztgUNpF!^4^mmEtc;(tY;5)p)v7J&?HsR~NNo2qB4;XJ5dZ@X&Vdc_7 zj3&;70Q39TH$-|Y7am&di{HE7(bclkyyh>+%PO7iy~U;jS(A|zS-?e$XfP3OgELP{ zbKG`BEYAB_^_qhjD@H=pL~SSd+QCAJYx&0Z4`q})uHzgQePOB6o+|?oMSWCdC**#g z|3W!yu?&92%XfM(Nh$SnuDFMZJsGu5_@bKF?x`BAKQ`6Qpo14Kt^wWu=`0t|wz@Zz*4_QDzGR18e zPqhlRb>IsOcU&!HXM@bJFY)6vGBJf?L}!E^7e;x^3Jo)6p@sT%o+OIY-RXg*2(c3?!c?7 z9roL%{=kjsbRi#hoGn3JeK=R{-O}TUa$oYr%#%{CN%kNryZjg9g`zVST@}Fo<#}!V z=g+~bq_u`V$l`-WJP*wjHV`ru6VHtB-=9J^`l#&JmURUlCM)}Co2J8cAnea1>SYT3 zHp}jqyS-*_hU6DZ@_j4Vla1A2vEdW@dYBMVsf$}qzG~w`pVIJPab(zRO-M*$Wspjn z*)6lxmr%!VyGhm&Sao0n81^>t7~HN|BwO^oGq}w^F|6#oXBO7W1v9OedW7^*h~MJ(%TjCC5XRwL;5+gZlM|;A8kN zkV~0aOg%QLu7CS3O;2LI_)LQ4>X=sm|j>b^wGR^y~ zZm{6NwN-WN^cY_SCD{{O>t29ZZ&|x8d&Fzgo<%j-l-@{K)cQos;$_J(<=$rZs8`{P~{bokr5gl>8p> zZebZ7MJ49zo{4!OQ;I>H3>?5pHq(2yrOonR`1TRUVDy#&$dTv{4Rh_|DWSC_L)MK2 zBUwbvTGyKPRn8>~u+5IOk9K3738VOidqJ&)UG?V69RGPw7bokq@}_U9PDZ{EeIuYy zT2%6v;ot~U^_i2Ny;u-7jX%4=(K$o(xFe;k9LTF?h*9&eAvV&Rt(|L|xl^t!2LN78Ql9G#x%yrM z9o)l8P{P090$x&Y?nw0~@uSPi()tKCSl(X-%N`EU8V*su6lU9A^Zg5r@DwC3h4pxQm*ub(_d(0cT1xlSlOEO65s^EG z_lLz8CdJ<_YtZ7$Bvs`JEvWL-M-H2SK+w7UdfX!{4>s{NA*D2gE?OwK1$3G?v}o?c#)q|-~+c8s+I+})1q>-r#TN@ zYc(h*l^&eqJ1*LN8>e{kR^YXqtWRTVh96qwdbTf3&t*mTb2)bde~63{4`@!H;?#Ep~DwE$rTuw z0joV&^!t<+RE)uxb}=S3>I~I3=t$5sXiMm~`>5^Ob#|ouDH^-gM1a=z~qS(OM*ew1{zkc%t?P2^rHc_f$@N!Aos))}M z51A@nx&+O`MNKvAlf4SIXf>@$f{Ov8L7fA9x#$qQb|lvK<8UDE zU`WT-7cY%_FYkjSC7`Z*h9idH$fMl4sD$W#NTcU*>r}StYl{FABlR$%nF~^7*z}Fk zA7(nTM&!HW=`9|Y>v_v(^1x8Sk>xg3uMbs2S z%Pmv`Mw6|(HY$Jiq2q$DxwJqt;goH8aiKdNn$7M<@j5#3c**arv9|T2s)v|5lyies zZo&5%m^t5!`rGqm6-K+$CbX|!0fL><-z?oI-$2=^T1CmvA@`rjEth_bNS#ouw8eat z8e;kO+&b+3uOmIgq!}yo-*W76kTKHMD;ze#CdHI0R-yZ9Ud-A0SRBi5jbUulHzN zhK+WWRe}tnsV6$dxSRxBPUrAaj&+)$$|V+SufbGuiiunvlbyWBN9*E^hsuN_#Pk~= z{%G!kb!E?X`y(!9#4d181E|@S=Yr7IQXN8_T*U{<797y@6z2F0+>bGM`=8%&4dxP1fmhuJTsZsh^uz!$o+r*;&1@#hG zgf(YWS&Lb2_s4qXu8;LTmd#rgNkP7zOEpHj`cfvR7MzG~S3wxSz9n+t@SAsT=nRYL`vRxyapqthib$qcw%Y4fV`er!zt#620x?2#% zJ4f?o-=Fn?DYMf+|5kH_F}fuos*y*wLt>0-rR_y0FL&Z%1#%V}L|h(+H$BVME_Cwh z1Wv!I;9<6&xH@IhJdwV;HwDjqWK+!(+ph6&)D*I}f!@!+Ee(Yk9@A(8zm>QRko4*PA|+c7Nfb5`Q%33K#t}(Q3>nxTNs?qYl=~Jc z=5rq$_x=-nYk})st8?@5A;+{tjhE3q>_B^7lpmT*o0t8URgbCn=iGt--B0n>+F*T?#)PVM$JX!09(gzC z6%u`G=W30U$@&9-#j67B?2uwQ&eTrgbxf|Be@8ggu%eWWCQn zs)tj6f^K=l_blW$rCJ`gFU`zJQ$H+z1bTyG7;Of~BY z-kuY;*}IdrS3aHcPi+*ZDRCtY4|rj5%lOEq-c^39Uck0v0$NQ}eNfvkk+?Tf#R|$O z&FpH?4Olp&j@>m%*U#G{{>&Wk+cc-!=nmOlgp%g{PS)LV ziTV)X&f=Zu2Z#|Be#!y95)ajoYQW+PG2u)w?r3Pzjwek7)VgHX3wVNyyRgc)n5oNk zacjpf5iu`%l1iENqlJuitG|J4LFCwM3lIwXkaoA=(7ax8RgCk*B$Vk_%%$R`l$0*Q z3ySxO0doo=%phMqiWW!n^iiMI{n+CTl-a!xH@gE2g1S-~cW!@Bet$=Zl9uN?IM7^+ z;+dmSdTho^2UU43I%RL~S{X}pcX6(^J}zW9Cn2lNaa9@1+w)~V0z3Sr>$3@txsTYA82gY`dg#eP&>crQ2Yq69Jp}cQi&auGf%gm+-y3=DXkEYQJ z5-D(DK~##5nfbk5-)m1?LVMWw%x9C#6)h~>;MvcqW*1z9_e^S=tW8wxf8>}LNAqmm z;2j2;&tzK)EX3f7nS?yCG!2Z19%|eW5K%o0RK0LuaC(;z3&}QSrxG)FTg=v1Xs=0`9yys{IGOL0Gkp05izCV#;VL zg^+q@wTgda;|+bQ&wkbmbDe|xU6+A1M^7=N+2n4@_#H7{LZ%DDh=q;gl^9@e71wa{ z*bP1ToS13Qz;bHqUW=gBwZQUVvf@G>#a9)!eE?{yCwm%qHmjBq zv*9Dw8!DVe1@Mr&d=v+?!rnHcDgZ@ijReum?*eGVErWo@*4G!90hK&-a7(=*_^(sv zx{T7>QMgaK86^?wZVmmAgD73563;s7N8g%Yo&9~z5*@?k-9?UpD@WqJe$EQT{)}bZ zDKHBa2S#6Z%K|<|ahK6J!!fr&pA&3FO#j`T6{K_j^_BWHp*R)5N3N35(nS%88Dbm4 zLohwiY<%Y#1)BSs16gZl`w;k$x`C33mUY~VGd0j4?0SJsUnPvl_2vAE$I_cgtm!YS zg`R>IN2Ku2HC29mWZK%E8FK z%86xLa&367rZLT!ES!a(3CqAgX}yv%)l*fl)oOF$J#5Eo_1&J*(cl=p+){Aj=C?qz z(7F<}8Z43{9OOq(mu}tLRL}^n)C~4#v$lFU%fMiCBYU51XP`{Oh(aIAJ2i10!gB4w z&NoVNt3HR*Vr3xGi2t6KoE7W4{0_D>_KqzX#mbxWb`7P2_etWZVSSIN75giQP}b_r z&WP_E@|rfLvt}-_{J8JPn2Z7yS(TPD*A+*J5?bvF#~5mCqPjBlG1(xuh`9WJn zu4`?q_~<0FsGbc?>PL^5D>$&GjiDd<>XQ1{DS@M`rcksOp^65fG(Y{NoThb#-p3+L zp~Xf5IIxW|#m48@RBL|6k%Su{REK}F`dCtWf@xwg0jW#{)s6#8?~rL9`i1BK6-~wS z^=DMD?v6|ANVBN?CZojLh$jKba8TTWs!{*49j8aUZ!9QbBnRN)`|ZG1Jv6+MI%Js} zKae?5P;BMkkYL?gxPF4n{4&8~c@VL$!8WEXuFo1@guf?;L|MqSH}ZhPYSAZS;=~WN zP8@*MXkjZuvFh$*v7piEyqMD0R)M8U?zUEa<`v?12ujX6$U>BL9JD*u*#6Tp@_a`0 z%9ba%o6b3n*jr>xsDvxKsFIJ`>xkWIWVj$~E4}TV+Ng04;yNBkdrm5=MzaRF?xQ5a zT*!dtoAMJ@t(s*p1CHXlo43c^^C6?Nxj9c8imhuyiysJ1x&B}hw7Mv3owAgE?jnWI z$AURBLgN0$RUsV>$7J9Bp`FMEuE2GX8j3U}zKEf*RiU|1()XlqbG5tQ=#uJYF-IT_ z<(dBN#kQxQK1HQWg>yoJd6xpXkamiCT$rv@kVpXV2Iw+dl&tuHh7<)?*mcg?#y_$Tu|QcFNwoDNwn@?Xc_d&bWij_dAZDSa7j;sKyBdQ*%;W zEF}0*1s(D(!n?q{)rCr6CzRap20HbmUzzA=V8u$JB7% zlYkY<+)z8Z|5F^FO8LMt`=XTG+QVzf{`MTG%Z*Wc0hx9}m1K>k4p&@837tJRb*zrN zGF5yNMzrJ$bt;&anUaKDMwvCh;_RIC+Aun?BTe4}%;5sw=vH1dXVv0UO61299G7kT z&&~MI$bX>Zg{uUoAnz8Dt~CQi%x7GxWRbru>8nre3;RJ$zVl)w(gMHrCfUtnFu0k{mNYC%Yj)CI4+)F<(bms5H`N z0bA*k;RrmHM;*&IysqSomg`Cm?AGlM-O=^EVSp+bxYkzEB21r)Tz93-9+C3sqc6_! zx~LZ-DRJ<09*T_MUoMxNFK%!+lt^-wzcu93s69ayyV~j;@c|PpO~qYUt9YG}DV-(f z_Jik30bdhSxHbgA7MQQBR5o7H7rb-7eP-T_2j1DxRAU~~nfsJ7c-1?hG*(plsSad6 zE@PZZ(P6WueuTGQByRIN4I5J?bxl6yk9j<83zF?nKcpi zf_zCEy&h4cZ|M}3w;j*`2dQPYzB13!n}YiD@uu5iH~W_!&j%Lb2z(PM`pB{lTXpk= zH~rp)98Uw&>%8*?bJeP9B#R#GIxJi9nBa`-2LX#v*Zv7wcLpf$Wc|dCgFs)|lf9#b z5u*!C#+5HL_M9q_I^Xf*37dv}8zl50r?lh3JY(1#(SW?YU~!q8Wh(v9iL868l}30Q zct*`~C$3{cL^-zabHrXL6M^;@UV37p?5eeH6%-q)8j4pTr-8rw_L;o#V=GX-KWS(? z_!*Tn-);^3O&3QX_!CW|ds2T5-32F!vM%36YT!kp!W|lb5kgp#snJkCUE)Q&fo&f> zxCE2!b#x^!E0sNJoC~#2ZjB=4G&=1Zl8*tZiR+)pb5G=l_F2n-3;lapX`*id1k{8{9r+Xf>fQ4C2b-Or$}-I^|v>v))n6lK$hxgMmD#7|t1rs8IUan*QRd zswt@*bTSLkhNiK*jK2LU*dsZ}*&v{ljY(`}RicbI`UBFv^CE}%v)0%1v&ln^PpW+Z z_5(d&6@L-I^uMPNd`dyo-lTp9o z7oJ?4sW}Q2oV_AgGYK_6VsFxWO;?aD^xDenn}unWw$hPvD8M^yL<@TaQ%5 zNG^`~3m`;|wi!0cQ0~L;Z-dBoWhg~5a!?(%HrJ&Omcr_o2$M-frT|fiyqT(+JnzKu z^teZq7X4xq&p1fyOeFPSzh2StbN~89y*At@hBOD@D^2r-+jY2fewaXV`+z-=&klm0&%6wyWhf7llpzl{HICw#a>@(}Yfh91m^cDm_LU^Jh=z-=Sqpd_s3@ zUtLVX_Qtmpjd+!aHw{8n z*}M$FPoC_Ce8}4-GoDxX_BemNWO%VLsmuW_)1}oP>l@<4Iegg%uaQi(p0=-568*!j ztA#GxtEKO-%7k}ULyRRIseQy@l3AX5TpbBzMJIrCX+Gd|lGuvp9P#_fOqjo{poGr65(vKxXl;{<6~afs>A9VB zm_5oRH`$46oDvyQl_uitX^VS4DjO8uU7O|Q5$Sgw<=O`&9eXm8*1J){rqQc|Pv*v0 zarF-z-oV%aD2|34^!}-H^Xyy&T22AsRpZ2Zgy~>z$Gi6yq{r@;Z~1R66N&4VCthCW zp|Qz1sfr6C{(^4oMB|(z_vC)SYx{gPtV2KCug|hQI58*@?}`I%+iSeS^ukuLJlsu+ zipc3PlX?z7oet+(8G~fgG-*8c3(yp{WD?YMSUvQhkV>FK5ge2?UYKYLB2>&%y^tE5 zuT15{`xaWfpd=I-JNiB(T%=1^4HfF-pw=9-rQ|@0v_785yLB3 z=C$dA!-$*C2HiuJ%iI;E$@(+Td&8=)H}T&Igaj-*+e=%`J1ovwrbvES+ipj;_YJWQ z-zFTg^p2F1KSn}`+BTUtX;j+c=fbMVG9++PE2*TZ%69>$R@WVcMDpG(D;DpimR*(W zOFODuyLnE(q0amigGS4>*``9g3m4qvZ{Q*kS#8?9Vo7$5xu52E!ST+YRgs6s>ho{+ zu5f!c&Z*A%r<)9F4zC$IT=J^k_~Mmp&V)p#`b6a8PC0!UNa?_RfN9T^u%-l6EJqzO zI;tXRB-kTWO1#?AxjXh977slF?`)*z7)|hnmBRd@-serHHdbfxU~_W*p*&r(HAj~@ z9+v5-o5IA%UC6ByQl$l?#e5NOtLJO$;w;OAiU!3)twknjo&^M&GA#vWta$|7z=azQ zq&>D|PYLu0{6-sdU0BmLUCjFVLv9k`#~-aS)7zs{QM@CekvVQl)2>>{m2wIqDyKPs zXkL%Ca)#u?k8r`D>5)Xas^scI#ijCm+;M@fz>Bs!W%?jxJ(E*14Y1{O$U6`ANcts_ z6Xp-cpa@cjYeX^(GPO23zLB8`;~QoK(}dD>3}SQV+jDy^aoz2i`jmlGE`RA%a;BXM&`STrkN1tEAcOFyZMh~>s61$;J(?uf=pi3)R2FmZN z+T8S&F7r5~y`X`^6~xvry?nXC}Qit+c$jkd-7${C`yc9eW*l9oqbf>?DP7xTS#6qG!i<<>+ra# z8MAL|8eZmqIV$Bli#Gd<;#m8gn1qX(fm#uDO%K)ixHgx{B}aal>#)<%*ieBZ@~d<` z^MR0YEoXV{g$1O>fwe?KZZwSq@C#yUXddCz&}j<`I8e0=Hvc)&eMu#~r#nJ?{irx)SF<0EH1LlrbbIHrd8n=KSe!T4lpGtwfHkd1uOVFMzdA^d`%ENOfRO?6{j}d( zNrkxZ<%Joib1AG)oh10WeLnD3u5TJfp>WXnjF^k$l(Fe^9MLhw5AoUaGm;K`Gt#=o z<{oKE-IQ47$R6gtY(A7#qoB>0`(TlDkWKWGa(>RI>1qsNHZ*&RQ;pLfW{mV0HZ`8q z30Z2c5HK#^{S5g=Y+NSdz@Hsh=P3N^}~oiu10>?9xE=1;y3G48GINe%Kr zyy{&hWagrv&n9|7kw-4I4Lya%?8pYcjcSj65eJ8ou(xDV0-+3(!f@;;SZ;|2Rm%C< zi484kuN|6{DX+lU5Hy6#HEHlu9_wqt#GqL5nL0@nSs5U18S`Rw!hc*pbH*6*h zGXn#6Z{Y%*7Y=&symv1H|4B_AbNR7DoYI)g)=cL_)|X<~rlriXuNaaY^y&n9LpBbj zA0-;gUHCX3y)ZJesv)y3_BNo+^9E)nRsy75S!)>-y1E}7N8Y`=s9O59%`fEPej4xy zz1_~X0387t7V4&{Slg~QA6RK>6i-$yKdpd#Z`dD@nKA{IT_S59ytB_ai`2 z>JqB`sT8q}_`d4!^Rn+Xbu4*Oo%=ZqL-qU)g|>Y_*yVeHNFd~Obh0I8l{~_U@)V?% zF-KIiSkB12eh=YNCk=H{SH2UmijYYI-&c=q1~F}30VXoA`OI26N;5I_CV5G1K~MbQ z15t6#ALW6&obr1B32Vl~m!DH@ z3_DoNC@=2V+SYO5T%BqsgQ^ABj5vGt9r(izP4BH1iU_OIRVnYJj%IPx22>Zb>?`mR(xi3<>)!u;gyhseoEumQ@&^w*=4yaEv9hWb2r{b9&4Jb~hE! zjt2A7jWV#I*e~9GA@I61`uS;6pDb78f%2wTx1^g+9aj}s%2gK>C+1`hFL)@t8tD$8 zh(&aJ&LFRe)tsIvo!S683x-A!Ps{dlYKC*iy&wor^&cTG}6gFYcX%T@S_Ax(w3v@7VV&vf?4+7PH&upCxy(qr5V z_wQ2ofSlCO-Mzhd!dmr_5r^$^*?v1Yu$egDFD-VL`HAVVh5>%0X(76qf@}CViK^*% zOrvBB>hEPYg@Ko_apZ?S2fF%RyBOn?$nz_l%O_0ymy7FOcU~zgH>>0-y-W_I z5(ZTU9dz|tWLz7aaC!LXPP@;l(PXw<`Ooe$V`bRYy1H)6`<&~8I|hOOK!p8k8|%Hz zwS9e+{eyr;5wIrFhO)AvW|n1s(`04200@f=HxU1%Xz@hC=1SVjanuw{ zn~V3rl?iY2+1Ml7#eCN@NK+3>C76tp66^Mi4ay5XYVe|}Djy!e+R6`lrc5tL9;2N= zN3$0#mm51q6O#x^&?5Fur2(r3M7N0Gd=A80*#U;cwWbg5OvT@%&HR)Vw;Wk$*J)Q@ zSGtK!QfKz&zwV4#D*c9K4Y4DGQHCm01Qv0XEH1{;eM&N>MXqE{^I2dWYlfIz5#`74Aa9CQyOL zVFf<>4x9Fm3pcIO@<}7hhwt{`41N9%)0-xBp0CukTBsJ=x37t@+jhge-HE-)pYm!_ zUPG6oJ^_4A=1Z$?TZwuX)zxfB)%K>*X6nYKngDc1#&x{E)%6QX!1Wx9oL3O*Y`|Oj z@gq8ZY<4x1I=adP{TlA#IIWj>q0EZu%>!z-jt=G_h!@wY5B_;W*&_5;AK_644XBqf z$AsVw+%Wz{YPo?yY~fa`9;y3pm5kc@5~}J0Hw|x66LU}D{pIOv-(grsLU0DcSh)McZ_84^+t5fvbI@bPKmD3tT~Xs{^Evk$ zAq#Di;g?A#E4u#<841C6S(ofX(7}{vV7}wHk;TGF?tR|qf1-OsR<`CXFr|o&|DaOK*!p zuVuzB-skyUXFGoqu+_~VjqscQGmeR@w}q=h5fNCuJA8u=&I%19g)#H#?A=*o$kN{! zP_I(adJ61(c~Q0c_hnc4x1radSI>;ja-sU%Ias!%J?Q|$nVgTmKfLkm93B6IkD5b& z8jG@Jxymc1>sa4sJPSDWKLPg=Gz$L=_{-Ze+KBw5Aw4PirYI~+#HZgSs$U(58BDka z|HJ-ywFGrNT;#wuJ?T$YZJ{{nYkR!)&ZwnXuNu7Kp5`DgT{>OU-x6C*os z6oi!aM(q6dBkM^*_NFO5WbzND-_Mf&f!%!!>>Lmxyp6kd`|+8-twa(#1E|k9a7Gck z3+KJ^ixm}~s>|`cyvgVGZ@Rr8rJE>ci}_iAXEisj__5uA7%k$+a6Y~ln|(e>^mpUV zIFM=p&7Yw>EAb4BQp5ZHQJM;?a{+X${JKAGoslJgM^>&Kd8g^wnd{%NW$lx%q}X%^ z(PMeDB_2aNH$=m!&cgl1M*#v!-v)Q*1jPy1Q(OOeUs*_q61$@&_)%0zjhYo z?_1yLa}1nzz=+xrixtIojK@Knmm23DFr6Wq^_T=$O5AI)Ge7?VrY6fQgJ!2XfllRH zG*9De$#$F~KG~f$-MdHs5u~_K>OXV0TKe5WbRm^Wq5Ur&qqUg%zCj`2-Pto8y~1%f zi$(6~lfgf+yP@nIBmI^_YOKqw$9_ z=5ib%r}b6+iG&t$KPD&;S7$!F=au3NrO8aFw)oLwAiM@~=2`x?Hh<>*8F*)&{~+Gq zw|@cqlV^WZhY_*V)4D&b!x{Huh2mGG|;{#C-iO88d^|0>~M zCH$*|f0gk6J0;vY#ST>bL;Cx1KL`U{=XihZ-ji29-k!T~`R_mf4?+0hdcVr%BS-g0 SDEWUHLs>yXzU=v{;Qs{!Gk;wG literal 0 HcmV?d00001 diff --git a/docs/_static/icon_dark.png b/docs/_static/icon_dark.png new file mode 100644 index 0000000000000000000000000000000000000000..3ad15e23d3d185a4d20d9c3618336caf45e18e99 GIT binary patch literal 139565 zcmeGEWmr{P)CLSA(g-3F(kRjmO2<~Dr9rw|xc-6BY;v@}R}*E=`L z#^-t7_xt<(Ih@PmX6?1+nsdw%_qfNH2FS~bV_^_uARr)MNlH9XL_k1AK|nxSLj(Uu zXfG7!MnJe>VJ;#fFDW8IDQ|CMVs2@SfFKd@P8C&6se>R%Gcr8z?QnWvHIH?aTfY2>me;Mqxq?%qj|B$=b(X(w&a(9Vhr)^nUY|B!VS`Wvb_+wG(&_(%Cf3)K2 zq-o9d{7@FlfvuS@-1&C*Smo$N$`?t4+`|d~*IEyS#aQvEGa*l*LphKH((CMG2BvPZ zkE2FRo_z4X&8bJF)WSGZ@rp->E&xqo(-1kfc*C{KQ!>eeQrEIXqANsU=JYVNMMA~1 z=&gs2_X!)}O0j&CEb-*6ukBB6&fdfE_06_#Pr{^@M1P({Ztf*f^PELCV!kbV)eckN z`n96XwNHLEl#c`n<+}ZXlv=|~rM72qRqUqU4A(^1<+yGbQxe-k==823TN3HvenFXj z-~CzEHH#P>Ref1< z#`X6tYzB1fk#}TE+e0=WV-#V&gL*?_wiIJ7lwme|ud`l1Yocm$dQ394_heIR_@+WA zqE)!CmUd9^x&?F;A}c3=bo1p(IFaeJSOfb0ORphUoShZ)GE%3puQ^3tlV_SJ6M|S} zWW#TQBmKgCI-G^O)A@S^QPrc$&gz76)HqR=zY&oh_6aXkFJbCY?50tdA7QvZ6wE6628-^-zbaX^q zznCg?&9;}+`n=qRZ7KsC1KhCmdy5hT_a5PWxnV@E7?=n7 zc~>)>VODjP&7PFkuk>C;gr5ZJ7Rupk13LU4A~NzMjyy{~#eH-SZjptVe0baU*iq;+ z60T8kLO17+Jw}0IZctX?n{x{aX0RwwHPhw?ECA2bn=!qq@5RLO&iTfgv zRP-W^ds*K?_j)OKE*hFN1)!R5tRS%QLcRM)8&^xsq^Eov4@4(r^nF<#b zdG4!4wAHBh@lg@9H>E|du+hm!&X=i~t(mlW&ezFzKg5;_HLXufDVU2mkz@2SZ8owPRWw#~MIkP2em2WwpH4+GdD;_@Ey>i3&}eSpRFjZ543#rM+YV0{8J z8ZJ#^=dKlG>Eu?Ex#F+twCdXPZSxWH7~9PA%=5Jb?(! zNY2NZn3lM}H^^I0Z2eHc>R@Zi)Ysc-)3L*8c;0?cWzZ>oS!)nwklPyD+M@!a!eZ^g zzU}_-+U{DRAgSPMauPvnHx2=DH~&$e8)dNwEK&OKhQqD}c*QIVsnA#EU*Bb6c-BMw~WMlDB< zMcsVG;6skAiGum60#(>>w4`LXdbseh)?=f)evgH0Pk1v_A-?o*7y|`>HA+|spP~I(r{CMiV6lg`@a|E z4t^{iLRx13z4p%X9m%KKO#X9i1;MoxrX<|FYZZMheRgS#V!|OVA<4JAX`m5o?E0!r z$1UM4838VDS0eEwzjbJI%tYo!3a7u$%#$!D;q>V0VkcA#QEbiLHBT>{EnPJqH*9Vz zARiU#cF@|aB$=^lmm~AGe%1GS3|*Y&xy-DLK)9@goaDs2vsl8;+*v16Th5=Rj+?wE z4^N_B=`}Ju@?(QkK0aXLq;wFS-_CoP_fDNGl~N)0qf*zc!rS%Tp&#YD3#ng4ZfCG$7-u9CZWAV-5AQB)B_F>xVlh`=Ds!CSnC9pxCh7Ef zzpnM6B-OTc=3Uyep9Kc_4C=eqyDdK!z6yNh%Kwn3kY~;q#!{$jQRX~6(zE%x9_>AQ~R1-HS0S1xRUOSa)~jkgUzB)k=&>C z*22a5UqcjS^@lHepm9DwQ3ojuNExz4pJ)AW{t>V=vZS=Ec{5C4Y;1DE_BZ#!g!6+q z?q{TZ!o@pubH7j0JliqCoVX?9`NB-eyvGDS9j*ni(-tI>dKS+qf6p$-YL-jpX%=!= zv1}M_bMRWgPTuF$b!l9FyeirgDy&1Rhn=Numk(FRMhn;R#ujTe9m8x3XY2M(i&5KdGMpEk8`{LH zjz;)>xXCIcRiGev;Ll zysSH1%Xgr@}JwAyw%soi)*-T>n1qS(GiBw78Zzo!ayk=R;QE zdOkWrItoJFm!qQ>+&jCT!zezrSdamuA4JOZPh3rgNb{ZyVj+o6qADcH)pu^TlhaXc zAPDcBBg)f+C3i6qaDwdPy|J34iHr;a1Ne-FfP4)X;X3$q4g802jTiy>;xht*)HM?L zXT@uDfA2v=K=3n1K>B-+2KXEH6Au1>r~m$aJ<=Be75s(^{=7~>yu2F~CFT0%XQVao z9l|3e5lKn#x00c~v9Yy-nT?~vMjsWpfNm?H?tp+mKn?qIO;Yjx1_A=2lew~*qngZ9 zK0_NT7JVZd17j9fD_ht&2m-Er;G>nXqdujpm8G=;|$MiUMBz>j8DbE z*j~iO%F5WQBtUlMY}_LhKw|9Dg7C-(UT|KC1T5 zqujha|33Q9SN}W;TLhn+y*ZevK1_;2>;kO+=i2|iU(wjX#?lFPyNb2BqY#+k#Uuag z^53TfSYaFU&qn>xf{Uv_4TLZRSm7!qgdtt>0_ZaYLGsBXW!GyfN7%?WN7!{n+Rw03RaY6n z4`=LCV-XP%QNF~2gO6FC7~cl09`Wets;Ul#dxjX64V%^!25m1-p9Y5Q<@-BWl=Q6B zjkp?3w7ZpAjg)3<)_J&%)5KdURvWYi9#Kob|87&-C$`JKR%ytkBO<^#Y?_elx%)r( zBPa*1{2ivW#_#z5h-`~hURyhn`B&NUaEWOkIF*VL)%>YnS=cncpLHWnLq3I(_Kw+0ci zdY|qNT1>dkgdA;j5ReG|4>BtS4G9k=NDn9dAASp>fSE2He5bG6VWB&*e8?cEKmlo# zzIdD}(BQbuBH8u*^FCJH-<@e6hBp)NO|}h8W;hktJf^;JPk2ya1gzgAen7{c+voG| zejsg8rm)4J8p-@)CGsbT>?QeI8_hS@@sJzx4az616&glZi_bg+ZU&mpL?*RPMD%ys znx~)03s8hCD6Q8WuSxd^9j^%My3M`2`HhRIwlRwRA9k*lIfYGaY=(;eAF0|iv00B* zuGF4!1q@s8w{gU{KRK}6Tt9Gi?yys8%CB#Dg=Xg>KoRhGHGzoJq~`FOjh92fF-3uJ z9@;;wU#aZ1H;q4e*IvlL{anfla_UAjxv-Z&@{uy^x2BObq^PTwKmGmj;p_aF7*T$;IsLrrA z$Apt;+d26$dvQ~sy~N}S_dV#nu&qPtLbX3TF4hq0df4^7ymoy_Q)FT{;$L~o;LG2! z%!%6mXRqmqp=#Kro?S>|EVz7ZNxH$WdeJvW%FS@2BtD@DkOz$2>Op__@F6RyZNs&P z@9#3d{}6%tk8t1M0F{0HnG5}D2hEBhPEJm(?Cqo_i@qe*LxL>bo{f^C|@Awu<;|gpoLFWHlj}uWe8&WdwVyk=Q^Xq!sf&Y>F~IQzXe>)1ug33 z%O*Ya8FSb_OXMqaV8V(^ycMHO@IAP}o_KO=xijVj4~wFv0>a}Ep;ow3_6(}KC6 zOr$ubji)Dhxf7uqZQ^8xjJRoW;WML@rvy?%Y_xa}ml~uBy`>g$boX~(n)}Z3 z@}>ZH5=oRM#jaliA5w7%Dr;e3;rW2z{@At$(13BiZYO{Equ>MbEubrC)nfn1%@5)n z&`ahr_DQuX>Zs6_T$jAI9}|)HRwc6ut`4`w&%7*@8+Y_N`Vzu19>ZTox zZxKXi_1x(b&%z>p@Ua{R-R$kvV9+f>AoO$gpCVV&TE@G>Ztx_2+<7$LJ)Xe?N;P{NLanTk*f9J=sHN@k|Xa3r<#a}r|WrC*-= z-inctakS03 z+I5^VY1NQRL#4*qf0^%@ii%UI zm;F}xJzM6s8hMr=Q90)?_x0LCm{Lgtb@1|>YI!uv$LyJQoWVKyyOL_^m4s=i_ZiJ%=BVYxB9R)fm@U zQ;2r;JehC_S}tc)o1YuqFw{SO8*rOew(PsvA$D=nmG6+y0CB=xfAh)=@YE;+(HH5J zGFNap8(D&tQ3!Yv6|IFdyW(&4v=cIGJUD)*s^fMBi^->DgF5b6b#-;~KU8(K+3jb) z94W5pVLQm}uTRvciieSt7zO$BuM~+y=L5LZPDj2*WVI7wTJIY7ZpeOv@jZ(+pKJZ; zo_pHdT`ftt++IQ~@IZ_SNh|1qYj6Hzz2Chb$d2|_-R&Lsa$KFw@e_5C#|w)IiD4!t zCoNGA3m(L>|NgYfFP2DWq0RF#?Hkj*g@OO!3zxx6v}nV8;1fZTlBE>XZ+g9IVBVfA z3SI7s>=g1wH#I#M#M@szw!k~f6g)rKW^KLEAS&W}qk{!`NkI*|W1f{*{;0xw{IkcJ zL-MF`JDJN0{=SF+mm*(!kvYE8a#_T<=qHa=nOgUKuZoYH?@0fNWym1lGSStyUG31U z7$yJl((GF~q4eV7tr7o93+vSPDpBlq$@T6@?rT*Ya)P_xUo96@uQmTp9QMw5*s^%Q zTQ~y4sRv!ALIa#@POeYW&v#v&8S<^~C#??QGd@cYe*XPqR&(yqx^XOz@4p7CrUKEo zRk^A8j|ikD%SWw8&DLx8g%~62n3C|R-+9<~2oZ=j@SA>%duYD5GR)eBo3bvh6!@~k zjqrhe7mH;*z*m+f?d0w&0%2892pM%8pYr*~#-hnW5MRUwtxZBG}1Np1FEg zpg2Uo$hGY;&DA9kbG}f8Syl|2#Gl@)J2-##mX)FB_JmHcQAbe>vg^cHl|%A4z@&un z)GA5W$Afh;dia*}a!&Ury#46nC^S@5-f1hktea@*I%l;NH=UpMc%N-o0MD+e<(xQh z_sYp3#ZjlQ4KcCM-i8}GT>=EJhC!BR>UHgCg^loo;-L!LSiI6XWOkB`Bidw-EgOX! z9(y;v4@8_LS`v(lv z%CV1WgoDg<{0goWv4F_ww8$d{w+jHM#Q=6T*&lZi<}*1R!(DWwe-*VA+mrz8an6@E z$<@G8K!;e^>!jF&s~~?1?+d|jnyEH6-|rO9ic#xon|5zaU51{df-=|7mX!xbl`9Zs|$vV^|pt+cQb9#LY*xAoIxn!Z_QPX5k+0YF4o{(UELhql;@APH% zyfWDN-5gIIJsy7{YX2{~7lonw@6A-ams=10c^^mjtIZHFM~YU$opbH^QyrWzMhXxi z*;#8gnqI}=n`J7--gFIcVLg4De3I^fhjDWhyxa@dbGW+YxTIhwx~*RLIt9?^YE&#@ zs3Jmmo_SU8Ls!9l;g7-IehN;O?wVXpTmwU%8m>|x?}H+(pVg|y9$5ls`F zp7~wJ=Fv+AN_<`oa>GN7SZ85PJW@RA;9um@!5ZBaPf^t?;CrT#1@PrEsY@-*~4U5d=$wVSKEItK7IG?CAVPxy0xd1-Zt)E?F* z4sd@&sg zb~3wR8|E5eCCc4ujYL>NAzJOc>dd=R)Z86>Z|dgtl+>p<@7wBiv%2FRS|~HIFa1g} z=J@y--k8z*8Dy}UgRaZWm+lyH4JlPZei+z7;gbRG_7WzOTdf=)T!P8?_ljfic{JIJ z5QLTEn24YUHuW++NrJ*I08`yu8u~P|FHN)QM0;dC#=XPH&UvuDxvts#S?(VYga9>w zrS6%1;h6BZsiPa2VtFn~>mEG@AnOc|Y*~3JG3ar_%;v#j^7+YvByefxTZ-#pC+M@9 zl*HhV-G`Amu3<*lefp9s@ziX0wgt zdKk~Nze}Kw_A9tXAZcU+-Df0o9f#}wm;46*TU1;teQE9QZaK+YQ!TJ+h=?@bR?2+J zyWWUOk+4z+J#-kvg^EE}PSL{nmOj=R%#TwqIv)LQJEcB2+D67CI9VDp3@e+pMaNEx zf=A-7nm`|G+Ev%#hKEbw|4J`@ZM@o>wyx#es!4_#zitnJpPah=U+&)AMqk3cX@2-u zBB4Eyn-mv5Qplpi^)k=RFF%se8m@9vC2Soov!iG&1hPo<4n5B2!V?vXga;o=2xSJ_ zZ@(+sgLESG4`j+LtEi|vH;`w3nc~#?J{n>6a z*N9nK<1MSf-LRNJG($obt%Dz4r$@DkgU=pb1-F+V3Bd5lwH>-zZILrnjjL39Onf7i zXJ)!AStUyRm*;$}Y2EFT>*B4o*H!V1eIxHdQaTW0pVA2K_kF_3X3>0j7-zuCZhvlf zV%KD2;HJR&F34DZ_R6IH@0u`?`#}_2AFcB|KAt%WWe$$m@0`Xwhz%3m8&U^hWUth0 zOt5ZC2$A@HcnsvluZA>Yj!|!xcO&b)$|mjOirJ2mr|YNHozbkqFTmZgTFfF)#$le^8jwHWlT| zOHf<_5HM(+S9?D+i}bx&l}aJ$G;I5p@(cp$tHN8(%S(`M0PaybwjhtRZE1}vT@dF~C{ zXnXGdNW({RI5VWAgeu-L)6g&a#J%XqP_nF({j`uuG5cGE^_XT?;lr}BGVv9VGARY| zN>=@|CQ;a$NFVZEt?B6`Na(C5a#aggJdxx&)q9N)Yx!N)#*_egx>=#d@!hjBlAYik zBpdBPA=`mnVJhSxmOT6EdYV#p!KhbFh5y7Dc?oJy@UV|`5RZ8FKkuRk?}{X5>40-I zvx<}1SxHNyEih zAp-bTim^$k862psf@u7fLzNYGbl2nfoR+xdgim*jTVoOu;6tO~m4LUghlP&8FWKM2 z*XLz%$onM(8)^EN2R=wy&J=)R zB-6L0>M;cn=DrCX^Ef}Am1F<{*kcKgw#lW_3CC^a`EA-vj_Q@VqX>gxFVD^C*4pEp#hHok z21K{q;QsFaZkPsLcoMhGuLvwGto`=g*7C<<-vGdoWG%c$-{1Bl1xOB?;8@f`9fy$W+kFuX88!Be! zgtnq_pAMTQ3r>R+Uq>srqa)yIXFdSPhAD_RLVF49zXUYosh5-oy_zgFsE*dt)*k;o z)$DiPKH2Cq@l8@3`7R{o2PR%A+tA1QM=A^sy?xnTzdQ}Co#WeTTen8!H8tJ4blg{W z*#LNA}vY-jEIN3>)VK8<^@c)-~su)TQy zRgmOM$TB`%V3Qt|_d-E-*Hl(|ac3~W)Xd%|!}cV*wWkrbw zO_l|zSlVyzci+rU|J`>0T_^z1)@ct4k$oAxDW>FW9p*eL3r?$py6qyq)rk^Tml=&O9&>CNq0h(6&^BS zONOWtUS44#h1>QwZkz8Q6&b}x)@1w00t9D-+`ny_o~dpBX!lD56}PpSS>c6vn^gXmbZ;VOqi=MT*G(a=Mw%eNJgBQCma&wFMAuI8Qpr@0p`9dj8$ zrd=_8xu!iy*9&U4zTR{oQey)47!?RPEvBYuqY$mB2TaMyZBJ-*`nLXu88A!kwCGMS;A$1a3$@O6?(4j#{BSX0KBBjQg(81_R03BBBn$?SIm>&6z$4cK6}_$54wBaBF3#zb^#{9guY265Y`l+0 zO|bfl|J`-riD zPfz1gv56m;NuKDpzpR+>s+J?w{haBrRadBeEIX*>@U3&=bj_uDuGR_*9v^Y&Qox2@ z+k6Pm)r+j5PifwUW{A|^mi7}OGqo;SE7`Vpoc^eg_SxfXJGuVuTH25BXo82pKR|JB zeU!);RJ(IRciMH=kCcP{>|?5f<%G@+ZK5Yu$G*6^9apUXvT| zw|;jd{+*3{CL+7EZ8IH)5YafJZ|Y?53R5E;MyS6B9&+c7sVv|e)V!gAU3{iD3i=xq z#K|6RrVaae>&!u*T;&s9#|m-+n=QP3HNq(@y?4yuWgtpnVEc!5KQZ98e;aweC%IlJ z;mAY)(@VG!X7{XXL1h!7gxWi@w+CE^!JQiU5Sm2mpA>Q}kzK>?H@)c3@&##nF@&xc zi}+#JCjxA0JZzk&xk|aj10Q!7&=c=Zah56nUP*C8n(t0@xAgQp4T`X9e{4dwpZLNY zK=IMt<-zrlFKLsy&j|Y;j{+q(%Yop1|LGLgSoWr)rM~Run9GDGc&)6~sN~^@u7ZNy zBM*XcUV|2YuEXa_{8v`7MGw+lIV+F|{S|AT0wq5`)%%;ZJUZu}+iq`FI)H#BTo2f4 z;o}+Lw0;P1<>3b~L0gX0(2hE=Z;dc?{^FTEIq(i|Yi^f#^Wz@wJi zz*tzL_ye%H=5~+I%aWq}u7C1alu_07-2Lf;f)$tSH~#=6UeIDZ2~%SG;+-ub(}c|z zW8Sudpt7M$aOb%nNQ{rlvX!!|RVM`=Toq0zO~JBw)9~PxzZ70XPSfs{BfuoplMb#7 zCoJ20t_h!QhTVR#w{p0u-|YKip0C^$wq-KFrSQGYJu@-2Uawk65)ScBa~JE1(`vPP zln}b<%KN^0?Z+z%?Ms1CLQ;Oi+7zrM?q3EbI&Ua&*Q*NZ>W5-GrP9~jj~{z%*0kES zlX3Iee;JM*MqUZagb7g|+Vx`0(AFxTy}qxcEtIUQ!Vo%-shsY> zZD>39vj-GK=RmdgTueshTi+*P+Rk?cr1jbBoUvVGn?%lbHJR}*LjEbsw@XI z&<^3j={`$%5~#}Y_I>@>qNyQ%eS4utxLCDNXCatExXzj^i}ykX-|)UXxUU2}R!A2V zmHeQBuFENOwLLyogGH_|G}g!aqVlJOf**9{uj+sdx2f~V{$ff9Bf*#M0)JKq)}V|@ zFHMNADe%zWWO?VJ{4isDE`(Qyh>sP}GY^>H2KP-Hw+TcluQX6FGR%^R|5@JPW|nj{ zcnN?!@iOy>mw**Ik7i`5(jtg#6K26;*6ma!;L;IET_0d9;@+}7uGRKuVrR@ax@@y^ zUin~jkr!PQirFJ`=hgz}>)6>jIdMd-jo61a8bMe4qroCSyd|xDMUMeY$1Yu@ov>-! zbw|K;+?2*;=Wroecq#p@>g?)vh>Od8>^@k z9=4jIjZQZrMZmXo#!wf+OolU86^7F;CFEsMrigK;nGkNTheF%stZKN#aH{M7wkf2T zBf>OC>{H8#gWX<%O!d7A(;tI_!uGBBs+RlB6lWV{V`2m_*8L6Pfg8g+77v2tu9SO; z-JOc5xusgw_ui3vN;91P_8g`U$|e0eBjz!y!W;vbRUJ1=C8dAlcOTSB?r{;qSC}U= z8Ecxf2qTz~?L3yt65r0Afu5oBVt{)5uqcE))FW5@FM?_=hEe}vRr_R4{@KK{qk#IX zewUjv8SlL+Gn?Ip2SLmu`t*8_aH~H?>x zYQ6`H0zNk ztHw)(RWZLyVxw8(S1Zz(Yuy}nb(_uLsr)*5#i-GhLVnd((mVQ?}k(! zwU4)YSuSPPK#Rm6{Hgt)?gbgVn1>e6*1Mn_ zB3`r@b~Ws@k2n8H5sHZRL}8;B)B#@MAseEIeMh=kFZ6j;`X^#=Ee*_JDBYXNm3{nl>3kuAGj2%M^o6Eg{p(z2#6QwqXgk5g@wm~SI%_zL}q`F&^w=`a=Mm=v(w{=9G;7Zi_7AiX z=Fm>~PfsS}p<=ccYQueE-pi(xQXX)s%!Hd0N`vdh#_iqmpEcp%^f$X}1WerZ5=3mpqZCYG8ee-W#E6rqs4GqEn&YAPLy9EZp9+~;&X)HI$ZarOS?h}RH#3FPl| zv46C^l(s#-f9xwy!^}yM!?g*}6X<*1bAHm(2&&%dN$cfh;xJp7qYqEoR9gZZr!+ID z+hri`Yy`1eY_L*^10;oY+WX0NVMcpXfA=Uqq`m;p7i3HrEf$)fCsZ-mN0 z2A;;u_?d?I7`~s8fY^JgsA_qsNJMB|$-?!fe2GbM>jgCc7*DK?R;(AMjz=D)@=nN( zTm)hQ%m)Hz2Q!_p>Wa4jsPT_JiK_Y4%q65*KbhpiOwLaTPZ|EVZz@HBs+X8Ju=c7mGSVPgep1{0p1K`0A#_a@;HkH_Yn!AJ&UWgXGcJexVS?YuYxB(A1*K1Gtq0DZ-dHR&>;(Uo9X7N0;zzrb`|ec86+hGKwsu}4wuc0 zDZxmobVKDiInOm5%{v90m#au@YV4x#iul$fw{tzba6ahh4`yxX`?Pi^o8>S|740^l za{S!U?P)v*g9nyt@trXSm!1anje($c#Cw^Sl-fgYQHhlXq)ra${eCYVXbLKCfk`me zA9p!8(lY|J;;pukU*5{30z!$h!lmU7kwX;8-@;&BP=_a$vZ*8naLvby1-WtrmcQer ztsUa|AJeLU>}n>|Ym9JXbZA=HT3ekiL z7sK8$0h*L!4cmf;1py#OSDmEGvj$lo&PsguMt=-4c*22sMWK) z?d?_~95(Hcx3-j9D8wT)U^34>&H|$)WU{tbtV~|sOIR)c4AEh} z>+pr+??3_P=WP!GKk+hEkG%EIrYF!n*9mQuHNo5&g41^ErhYCCiN2EL^R|6Xon2G z*+8<|uO@VFit9Dp-O(ul;d79w!5eV$F1owF z4kZ!y$TF_WZJaK%zfC;`q-r$HkZgWU6QXLG||vD0qHaQTuE$Sm4s$ZJkRhVLdahXOU(WUUuSmd=?gM@@yf2S^YS2R^k+ zSYragrq_1-L=A2-R8ZsfU~$lhH7NZL_+pcdlp9A^!;1td4}mKwZ&MgF{j;8wA29UA z*f$)s^?k}$9Q4YR5NbR2@w+{jgJr>HiHJY)OGeRm__E$KT6%2~@p!KceL}q-zDz9A zmV>~*yE^Lf#M$ZP!z4Z0zrGdd$q$fMs$Tzesk3y1P*6`;!Pmt*qt`u+6>ziPF9B_3 zWgcZ&e^Sq)Bt%};8z$SlpwlF)Z6;>7E1x&ooBa&ux8Jv_hN`~;0dPYVz>VF|+N8fW zZp_36Y^|WLcJXj&8qn!467AZEdS-J4|FkSXNzv{r-szfmI$F#U#_>+s&L^E6`i`U8 z9mAd`rzGcmRdia0b;s8l7B2jG6(km;g)m~3fsxVl$^O<>^)DcGk1^HyqaUl{b7Z4;iYXQhGc`7v0e-TD;zI=ihaH5cG3jjX1z;!vl z!fT*1acB9Nrq%9ukj`;Qd?veU0+oWv$FW^@{&ILZv=%|%Ge(&42V6&AIRKrwg#y$5 zR0YzMrQsJhQBoiV5Tc~rjs^a7G70&g{*)rKRT+`?Kg;mwX6R@%BcL zL3T)t$E7)6fETFU@4zzB?!`5bFjT+TUD{1Ui~G%C$t$D5cA;cNIgmP`W)9F)P*|^^ zs=EIr=NoMaJ|ikAtRv?<`l+MB<#0$+FhKcTT>k8G1voLF?qjkkI@uzi|MYO;{B)vF zO!M&Q@k6=seo$3FLIdsJHJ+g%q`bvvBNl~%93BgE9S74{fGz(hP?kaT*J?qs0&COx z&=|?^S55U~5J3-y#b|FYn_%eNj7#;P4X{g*VqMz;dcr@T6M~LDo6i>WkO;J;u7XzC zTHP8?ehM+G(Q;2)K$mOIrZHRn#aRIGghGVs1Q^J$VlSPa)Kf|m^h|!o-y2yH?tTL4 zbpjZ#+;0$Z7`c&;^dntNLqdbH5ZIMzDo^EoA?fPY(Hf8U&P(6TzgF7KFue7}yK>cz zz@(&2^NcR*69=y$W2zhO3Zy6fwAlBH44Yn~yQ`?G*2hE4?!u%Ax|kj2)BC^i2-;+s z^n;TjBR@+VkUO}Aq$fgqzLPJ1tQgP>j1zy&;sn^T4e4#G^C=3np1Q87OYT`)A=zdd`kBoV#xplD*HuJ%SxiuJy%k z`aNl%|5rkI^#EmThDF@C-0fr>*NsM0{#s=_XPS~vCqFf91oci1Hk~?N z6aG0O0t#YxFnqGr&{L)WGC4Ca6NpBQSno;_JpL_EnuZS7^?R`1<9=uasQzD!uIB^= z-GeGWe*TnI_w>dcRlpfLF79M;XT5@GxfnMQCT9E5c6wyitgx`ZILz60*U2y%!*i*Kt$wQHN}Td3mh@Iy5%gk$?KaO+yhe@mhl$ z#e5$5pw#YzOm=m=GI7=dRGHIZC|0r<>(iw|AO$J`q42beKD!bMC@-9^4n-XF>w-Es znLTLCo2ZhS;rfGAp*3iv-Y1*e?^$)v@&z934UfA_oJRgnS-|3V@wJFciU`O;ZEcwo zRFa#YO(Zw$b*TyM)c9*EbJF4d&bsi4;V&UH+N#f!DMVw}!QnCoO{RS}aYT_)sV{0F zlkJ=QZREKtrSR4y`8^n!FWkcSw@w*V3}M>-!Sen%F3wMgsebOgCN?=N_l4U$C1{Z9 zQc>03rLc2t9Fgnz7I8o}(+2`%X{XEsg+J>8!j*aiM1dzJ8Tv;QkX(F!<2o;r#Px&+ z4S@N-SqTzei%X_0>vl=SWFAEboGAk5#@L95y{lU#uvsdu=BLU;gjVRME zC$FZh_p8PYwUtBHw4hFSa1^v8%vYHv*tK~-_0Zy zw><=zO|Zxl^gKRXZJY#{tv`wg!{x?_K|xbsp~#r3t=5dQVj<|_Oaq5NHdgYU-29_U zDPNGLIgi#s+eY-<-F!cCkB!DqH#70ue+K|(h5&KFw1EJpl#5WHJKg;29^xw#dRXoD zRmL+Rzu_~iCLbE)NqZrUFoCTvXBWK4a^>`2?^1R9V?lwnzx%cQApf$eprZ~6&~Atc zQgOk>x8f`CdK?`sa7y;XGM<00Na^T-u84SLW#wS0&s26jshsu4UCMv&zC{E_|z2)FWJ>Q}LNPkZBx)h)8xJ0BMQwsg{4lf%0RaA@TJKS=d3w~dt0@C40;B|gHAuRm<#DjiH zf7Bbe#R-W@tSPugU;tuSjnehoWi)(75W{0Zx=<4uTk{1Z)KUDu~$B&uHx>m#oYDJaxQ6dn zzcxz^15~vxk6CZZVF1^?ztzO>j}0JkIGaxu4XTSYqq^k*qTZcbtoh|=@uh_amkRqB z9mrNn=aNr^h9McC_p!E*dfrBf-34_u?Fd^ESoIsgTSZ*Ds*EQjb|9qibNo85vf~dJ zJZR3KTIh;(P{aMy3a{tWC4h)GwNeIhrwdt2wDu<@zPfu%co-lAnla10U|m}OOq3Pc z1sWFW2|_$$Y<;{#s6|I<$9%8!)eR6}T~y_N@^3I=E_yomxZ{9uemUzxJgmW;&>Qq+ z*S_6uK>RCp{{I@(gNY4v=?ikicEwVxOH6))@uSJ0 z@8a!kH0JxT72>I-ctb~7)8;!(#5_Ibdtj$-jU_{6PS&=BL9KI)tAncr&S6RDfGN8f zGGAguAp+n$3M@f+sTqtuFY~R(Yp-Pe{%wuF{g)|skh_J?Pm)D-3Tb0CLBH7b&FbLw z$jB$~!-nBSFLmc}Q3x)}Y(>Ql^jQh^vd+8(@Al`8PNV3Ruxl^+*Z2xxbyZk~xQPL? zsI>svqyvv8qP>Hy=z0&WCM&cni-L7ZysCVBDe7kgcet&`Xu!!@)%+UP!F5BTPs=FS zqz6U?Gl755laNfx)_|<7fE{!|mVfmPIO2XH(BV6MGeImA?1Rt!Q5^W`NJ?H{uCtb+ zmqN+A*9$7on$LzKjzey;R<9Iq+fzLI3olZXkyrpFqWh%4hBjs$1)M-@Zbfe+jJu3q zl#jqzNOo^7$9jMPppScxtGB_7Gj1U$mkWEq&a_1OGsBuH(D1?<#=ObnSduJ_6fF^l zsYSs#pAIVA?qyn~EZK36e|ZE62-vA>$`{BPW~+>t!FSkGWtgfTn#_4tdDVkrSj5E9 z&x*|1OSyvf<)64#94h^^u(UgYsGj78TyY{e)fei25cpm4UeG16`G1FY1jimqhkm`7 z^W^o?bq6OCO-DB_;p~a@B!GRV)-~!$lyRK72wc$Lf^{rElxe9;pA#ea{T47{SB4+ zj;G9=hiKu{vjA)(DX5f&fDeZ6~I2DQ|%~3Z52LM$78+IjTNLovkZhrnosp2y zRI<0slD#S``+L2e_xo^vzQ6I$=kdAGIj?c;>v=t2zoUhY97IMFvuduK{Z4X?#6!%l zCyGXWB9^=Myv_8sfT{dj%iRwM-Q+7Wj0I&%<8B~mM?H{; zetl!wyK(&LA?fjegOd1nR)99t&C=l1@r^NYiy2hVmba;5A_5u&xT`bf6#{8vRo~SB zIcNfdMlEOL==Y;$Tzdewc?*MA&Z}2fU9NX^nggD!WanKmN%B!LAV=vZM9M)SSJYX< zEyrs54DBH)$9ZG+jb{bv#XX%P= zE6m%)G`#z2LN2R^Z6SUr&8t+NKx>T$OB8>Rd!3awd?UWCH5jiU|u6P*OLBa5~9 z_6h&uS^W)As7cnH4{VYX6Mv)%DPBD;T>6?Um7;)&wk?bm!9uBE+%UkOr$d7||9!L4 z51Tykp?WWq(J9hS5}LPOT$z5Z zfq6Ck9mkPThJwtz*wKP*$UM-;LIz<{wD36}zxCkWZzGmJwsXr*Zz)`nJ1b}UTr>9I zIrk1vvaNWB%nk_q55i`TmGnjw9E8H6;JIbCMKC<(U#8 zRey2m?RBa_L7`tIkUP0(ikH@rPp}#SC0l{Vjo1l_K%fNEEK2Ff67L{h$H<9W_sH4; zw141+chr`pG$0)wFO9tq+j#aoZ5%#%C-wb(EY`?#0>`7jvN>T9J*2Nxao|hrugsK+ zhGtKQK#R@25*b-&@qUzqu7dc84#}vceFp!Y_{yKYSb0joc>w&gw9(wT5KLcaex3x! zW7dFlAIeuPCr!)8Qb!iA)JA?;X87ROc}K|ULG)+U?5%7p6smTojZ{=ush<9GQuPVT zMH^My45}xFFZEvBUXG+moWUht*JGypp4hn`XNsddPD3<4ereWM?c0IdLU5-H4mE*qIUxgK%Gou|<!R=6&p!ib7-67Y2E%< zu-F-&jdJ!pt|d7};a|{NKKHm%}`MwpuUPj~;%zF}9Caz`2#l zS+MEMJ7HH*LRo}JOM8i;WtU4UL0|Jcc3$VVo@M7^jemz8u_~1fAd5=*QYX8*x|BQt zPwwfaTWX97P5CDr#66Xw)(lRypBA0HueK5n{ws%l)OX~g;^G_7kD{WoFYJF*a=Kvd z*2n_X@w_ioUM(OnXQLmMAV&N#YPRYzR7~yr`;M7yy}`#>te8Y2sagJx(3jqf!pt5j zCrHC^mYAxmMRTfNk395*cHgdyKn0U=NUK+wXQ3|E`k<4uZ$)5nSyEEpWI*&2a&%n& zi}CuIX&(s}a7xR=T4oQ6xULrT!UVL|3-%WisB~2GYkQ4fHXC(!I@VNsZun^B zgT#0JWXYjFKsfJ6;J3uou!ZhaBfbB?(i%Rsq<8GiG(20(+PoW!f=D( zm!f0^jlI9_g?jxYN(#;&(|rI#9aq$JUt!0(iAbb^_1XTU$Ih7pQ8nvP!;IN)LLmUK zTh>_rYkUdLY=iFqWvh3t_m)73bdmf%4m%DjyfMn1I@u9BMhUQe1+WS=uP0waLBOOSn2FwTST|$UsX4{fv|^b zl^p(qy>G+#6)6ij9e;mhQ;Hc7R;r2Zco4x#ZTY5O)S+F8&uA?mUP}j7ajevf1y`_J zs*{HKq>vB4+J$Zdko+=F5O#nZ`?W=G8}g5yF)*jhEE-95Q*CZ)Zl2-U-_fH%RvkY) z5At#Nmss~RTa!@Gbu~KjRYlff%+%aSb6VMaeW=g$@0iFOk{kdcg-Y?yz0f7IsNAaB z$aay-@i3TZ_uMqzjx5`hbZ6P=saeqsB`*(e*Oa2O%G!Jb8I<*92^Wo6O9>=R%X3vY z9lFCf?l^e$aSEz8OM*Q6lD7a~nEe7|P(y=UnMr3lySQzZP2JJO&22S3H+SlLkZmMp zHezs~yMYs@oFhD)F3nbYjB5G(dGMt~v4fn@(=ca?vj>Tw8Htr0aeCYARFa1yK(Cfn zHz>v>;tyy>czX_1&0I0Eefd$L#Wx!(y74j!6V8i2G(f8pb*Z@FAFUsnX5A?BSBYiw z(Pf1SLPpr^CU0^1Im_7Qskpa-xm#8hf9-5F^DVKgr~ZB$Gr-fV+2UKcG+{l@|Ul8*o|ejcy=z|0HUzvGM#Maj@} zLWZCJF<)Bju7WAQb##ceTN%6x1+`lBuy`eYZ0&amk(3;B0kU*q{IV1A^T3bgd0&6>p!z*eYU{ED3zjIj5az`Rw|wGX*Xt_rs(c+ zNR5~u%kUb5YE!8UDiyk?2)}Q$Ogu|%dn{w_h7fvmoGy;LV`b#&xwy#hWU;RD-u$~U zp-*V0Y$)h{{!DuHib^rkC~rJ%&vZ|e1m}^wgIA9Zye0khtYivzmvzWg>oM2Zh1f|i zOIz(%7;pmrl&VwW?C|$ichdR@vE`6kE`D#>G41#k?rDV zarq%qZoM*k(UJnDy~xzU>Qh5jl_p8Rk`<`_ti;4u_Z;}caCNgDH0gU)=sXzmFWrsj zs@k1^q4#CECxXGL>QrzaA=%!2DB?t@=j!5g{AB|T$+jpIo1a(e_eF0s^vP~CFnQ0| z28Hi~3B#1ovUs!QOj2BkRU6Eo zU9;NoB`k<|U1^$GYa7Bqj^M9*uAFkdJut~-`ScB+<+B58(pxu%ONuHXeq$4@^9C9` z|0A=9yQKck)dxplCA^f|u%6Vrc|NE*anf|c#NwI8kP?};$l>?feSY1zd`R^cIi0y% z-rAt0ZN42z!Ud@;?qI$|_XG&R(*Pq&R0v#geHEd;)kWhmWyQtCS&NWnF5A|eI)`16 zKI7j?gVG$?YJVTr`j+9w=e2h~hm#K}3RzU}>lJiSqm=*b=3gjVT`U{SN-K9*+nV-1 zqM^Ea#);+T)>0~;g~s@RBbs?7B}Xq#w77|lVas}G0LyZ((62=!Ngv7vsx;BYCv0=h z*UlD~O+OXuI+DK0A6+z&@&KM;ujKU#rN#Ezl_Mz&-Ytr>ibAGj>%xJEfkcf5y3pwz zkD)gGvPAJxhjFRbydVMtXl@6}I<(+oc#5#HG@sTGGt>}t>ACt_9`1Ej(B20QPmjaS z8(pdgrH!hNG2^i-i21y{;i^TpA``KTF4~?7H=I6VR!^88BF00?8EDRk55;>>HtP?! zGEi`ctj;>D&Kgh@@~v$Pf08EIq5Ikg%aeC?z4)QaKEHTIG!19-ZR%OHebkOH5v)P2 zy$ek;qr9OfWwcJE~rj-0*^K89OsZ8TbE5H^rALL<^|IMAL@DS-b zC~$gA+2Uuz@3m-=OmTu86wMy&cppc>d=i;(Fx&F;HfDtKl97=8Uem8Z9EWc&jNB_o z@EWYu-NBe7?0^-CNL0yV_eL}JvSRlZwd2VZL06x3@?k-4+u7dsaFLR)4(819(K-po zos*~dIbHz`3J=$Yi=#p=j@`l={puE)WOc1rrejyCrCPnDHXK7Z6(|qSl7aT3@_@@R zI~FXvuo8w3(2(NdKq&=Pwi<(9NjfvTm16!R0_>y0t`0&~QPHs7f(uq7-0IWU65eB2Ka01npd6;P7K>djTJ)#~ z=Fd&%JHI*aFNFO*!ZoYopsT0tL?%L-_v2xEtbzds!%9%Wbpaj6>NULY zr#Q!VTgB)AH2ZCBYb~isDEtId==HLJ;_lE5*@ljRrRSV{D z)!m?hkzi~exx37uL{(?`!@7?-U!wd7op@JY?CnapELQm2c4?Y_j8HtK0T`rY(%RGX{9eCn5KTFvsFDM79 zqg(R<8&yjsX;X{%*6kZM2chlT28N6f^5y^re$D#k2O#TPa=^a29FHqzaJk+`8KsSo z#QZ&_k~<5i@DfZHkF15R{);Ty#o{eyi~k;nzV5-Ctp~p z?#$Pq+YNmxS{v-PP#SXkA?ZHk)eIZzj8AX6y+vttzE*4-wr)dxNZP?7eGM`7dM{Qo z-4OobQ9M=C^u)BPxUVNgHpy^pB07N|KQQ=ugoSioVU$Sc^Tlv$UMD+39Z=z9S&2n8 z4^4W3ov2JUA=G>jk^wz@=5f+F`r-E@*XMNB6$LU5F|orLQ84X5#tE}-VX|vzRQ_JY z$aCq3(JC@=qt28My|0yWa%{DUcnDcdU&_c%(rU6bd$~uY53NjSo})W7a0{!G>i*LU zO5gjgsXk8q_P~m}ML)BzSqyhoT-mA{e;X0X8!8cM~TnHW}q< zP+4JnRz2n%+u=~QOc#b(Q_28=uz}NNy9~cnN5}&v&||>I2TQCesTn`}ytMUO;39X( zR0tzYFS72Y30 z1fkmxHouE61;j}NC1$Nf#k5E5FW0EYym|u#5yyH}Hc_pkm8G)ml5--!#f#b?%KJ#F zMNK+8{4g@Z+o6-zY#Lo`E~20Q_hRJ%r$O@d>;8)rSlId}9BMnWEEyheFb%d~`@c#j zE}%v;Z@g$U(@0$$20&Ivu-i?b$K}ty8>yk`GhzSH%cZWj$SEG=_FdKGSq3YXB~rC**zL(li!5$qF4~`94xYOA6acI+}04| zxY`-{2h(&5B&K?FuL;9asrSxM(D(cs*@Xoi_!pE##T_Q*Ld`+a>4(i|Q--%uM3T+T zQ$}!MAH_$|24EPa&2U+J;Xa?mjvk+VZqHEX1^wk7x&vpkdpjstk2=4LD}2I(TH{T` zU^rQO${!dCFbZe3^n*<>`B7+f*8;)@_iV#rDSgBop@6W$SAJpaTj6O3B={N+YLh{BSSQr;SkB zWc*`1loyUsd_Re_A6c+7L28Eg!CDWFOpitsN?acZD2ygo0qPt<;I;`G>>=GO;~s71 zkI~M9&#G1<6j0@5&n$ONGcZ`Ld6PQl``Y)P>a#0K&N9Lm>>n2glW&H94^*i4HZ`Mx z%TLynr}3@*4BkUe0!yQ@PZCPQXIK>w3|ii9n`lMIksoyGrN?qEL|1JSLCX?W?yw$F zrJM4oCLz&f--CZ<-K&w=RfY8l!m~u6jvajK$MLPThG}!6DwbOq8t^Vs<+VJmb0QsX zf*zIWLPLZ-cl~TJw6N>Rr~44c{d6o`QwrZ}1Q3Ttre>9DrVTc)P6!qfd|w~6C5!^% zQ2Fk{y^DZXwfljFlKh1<(>ow@;?#ex?yJ~z+2B!ig4~5iueM@I=iP@8R@}R9AVxai zFb!Ul<50EBR-*Lo+aCQ2P3mxo zp0QI0qxo3?f7rpjCFf=P7ln&~6>V}Rzef?>vIB+Ij`5C<-3yd)Kx;NSs*t;q%Qp}- z(>g(x9B1(6wl!DkQQpG@O=3+=P27A{w`-i~oHfF*$L$(FwvK;2zqRv$PXJ4u+xL>z z8kR*x8+1STgzHFpB0E$>3Vtj1W&@M2=Ix={8$favO+M{(kY(x69ipSX(g|kBkWL?R z;4B*toCY~?ZGDt$pHbjfB3p@7anP?kaftcQ5{0%tabhA*awxEzk?LU4P$G-+fui;c zI?f-f^+(9Xm0MJ&zC~Yilte>b_Ok?l)p>67YDuVl?Et_}lN$%0B1*A#_T}1Cw{?G6 zDvNfS6($s3@NI6#stZ;gupkX36%G{PO3&-qyQyM}_iLfsXOV`EX?|+8{a-4eO^Sb9ivdtbgIz zhMf{yMk7TQI=KF%2w~t{4M>sN)pUK=)`s_A>(EFrbs?B3o?tABgkRQ`;TN1*`j&aP z7w)CV_0<_AV?KcJ6HH%7Oi2{FoAb0w^*qbqx&Va?&IW*}*6ZVxAd?CW$IGZ!onjcua zx!EKp4mX$SGMl(?vdQgIUChhU%2=|~JcL}7G;b6dCBYv#5 zuKKfbeF-*hhfo1XxP^GzdV&>74kIp0gsx%b+i>>3V+cRb9KF}0!z7s?YC!e=$Pee8 z%nH;Z*@U;(6`)I(FvUM`cXRVF#sQOX4l(MZpRGuNHm`UBUWYl0<5%*rIE1Bt`BIo_ z3|dWPgmxaU_rIgxPw9-B^9|e`eNUdtFgyh}erMa`0n{#*u{}QOc~$)zM|20j$z6{_ z8@=5ECBkLxKNBmLlKUw$R)HZk>;ZO@7SQ=Q`$?x+a7|sbDTpptEKjM(RD|-Z8k3ds zDsjTFS}GuCyVK@{xu!E(qQNNwHWTdi`s5bVaf%1C$4%Nv5)XdLusoWbu{0+)*V%PF z+1W&tr#uJ=)!?YCUEOoaYVIvv3{;pl@r#0kNmj=%qiP#QiSYG^2Ix8-_J_*Ls_j5F z%1=;!38_YPRGkl`X%f*+-pP|T_tT^H&SQlZqXIJFNcCROtVlIwBlKp9s6O4@mFwCi z*y?^khgqi8J+%@2O)#a0>B?vzUVs>Vs6RdQ)?E{Y@t(s$*v13SUNyMuS|drYZ;f?@0Ht^;uU5M?x7pmM7)H=MO8^jcIfGp;f7zv zi;c|nGHyqrknej~_0U1Z6!(WIO4pC9QO_;A-(LyaA>p>9T!eAs;YVq}sK>r+K*2r< z5qOWW!EUJVwR^#QNlsa4G^oOg{B$|Fp5eCxG+z!kKOo~`D82ei?%;cSjNkAVHvBm+}JWCpTOw~a4~D3NxQTdGT#1gw37KR z^~?F+9JZL9Kqq1dC3w$@1r1KhLo}VSd(3YH1lL}*%dz?g*pjaK5_R4 zN8fk8gmO(qz^*5lL4vUmBH(vD53A0Ed{GP>~zFLkttl$?K zpa5^K{oaWw0I`zRg{>=7Lig(Ql$%$5qH0-XEQds3RhJsMx?lwc!s`4ydh=I_At52w zh02W|pRZ?z@H_UX@-t8eEPfI`R;K#_j^!H{`B)I48{lHgz>bAKtaSXS_u;@m7a>vl zgWRW&`J)Ogh2zej<)FnCQa(Cx?vHL}x~m+M^Jmv~A1n(rR0Z3acK6{`tb$Jk28OQ1 z_jBG$m*IxN^^U>?sss2>3(~3{QPH9`U177cvl$zzI(bMHP@hv`oLrKA^|?CiprUB) zx}M<)Ryb?>R~N1JEsE(e`}@CLamRKf%m)^VZ*xZU+LZ_b?GXhJJ^OQo*SDEdzPet#a{;vkxOXNx_!+R1y#JUj90!in$3%T1pWr)sc)Q=862el=1nVqbguDq8-R1`!#8;8 z@;XWZjVR{dl7VCYKPz~AWIEA1;?yMj*u-KGR@OL*8xA-&shGZ{QqFa2a>X0@p z@jJIxMaziU*s~sru;r82z;wq}AId|Q+_}&=DN397=Y<*|8cjN=D7EK_0LhFm;Z!}o z5LR?=v9Jb3Mf+Fn6FH(;ga#sckNy7jBu5*>R63+kqQmB#cu-N#`|~t5&MD4J3@bd> zYwRTCts8(w;Qy0=igOVGd1=JX#gLG*CU3mQ6H2T?7i8p9K3*`w6RansscZH*%jjW+ zC0-Rc1e!E$R5DH=lYm4RFHzE_|R#Gg2uNXYf=`I^1A$; zKV7w%@QMr>>L^7CN?+M|R4SrMR2WN6r6|~14DCMTk?Lr=#snA&*Kwl{cvJE0$NQ&i zC`s)-#KepasQ}tww;M$ZUK1X;!TW{L*eCEZ@(~(#zY|88SA%u{u`qXHVn3F>(nv<& zXZ?>ke;ME)WT4l>0pPFf-vc)2?F8)k^|vq7vdlaiY%RO!X)=i`??1fN_4OWO09|J$)-91`U5Y7_KyF0S4`6*uro#=7{=wC0IEss=96 zMeZ9+&R;%#O~D3^#9hE$C>NYTJ8tY0M0mo3Z&9@Zd;`T^liLE#qfO7-m2sC|w9OT*mmFK4^T z!u2QJKP0Ibb*U_3(dc`YY;jrRWBurNJz}$RklAN5f2;|K#dVJ-cz(R8!!lxTW@1<4 zUtely)00ivz?CuLJNo|58SGiax(L5Cg7=FyH2&8;k&u*>bb7h@9I`|!SE6N9&Sq7& z?;Of!LQaiJ3s={F%C{fQ$4Z8EF*t$oYPo}kX!0@5|LZ#2n}ngkx-hq5bH~pvwAfX? zLj>q?=XW^8PCIh85riPAUWlL`^z%U^3mA)JrOtgoi`*~tijsY`j{eBK-nYBG-=%^; zI>2P2Ep~wRaDauXn9+TLgL1FytOB(%=K*YqctQ%UosGJBU!Xj5C3?{REu3jH5u4Kt zjM&pZpB+V^GTQFMmxWYS`<(A!WobhsXG{xzJiE3b;%&MkK!l}(+wIG`Ph?I057C|a z5)&bqIdqW2HTZ2=yL&)7%jujR33k~CTPiI(Ea}RVvS|pxW?8~i2~g>Bt01ucyNBdX zHW8n(J$_v5KX8A2R~Z5z@y%+dJlF0S|B(u5ouv35bK}unayU7M{FLw*mmlSOGVtG& zzXG^+o_!p$5uM4uuVV3b6k-|=huoG%_rFYg!1Rr*&H3yed2Y0R0+;<7|M{QX!i(=K zbo^1@_5fU!Z4N~}7wNbOQ#djAFDJqB0@Qhz({Jmk5|lLgp?X4!)EM`T{$q^~s<+;( zs!klZA3Yjmj&14^1dDB_lAef?eo*d*gFzCN&+iD8Qeqt1J!>GWI(l5%9lncilXopV z+eX>4HCfEgf9-=tzm3aa*=0M`KLY2fyRFyw72$`525ZsjIdA$)GZrnM^dsL< zM~NF}JrGS`u57%SB4(#rz3(f3mLR&Vc1S57dEcBN*|CSGdY7hZx1VG8dP`?YFxAZ| zW9b50gLkKj+wagieYf0@m{NGI$+)2$Jv~Z@h^VslckLfXFSUiH$tFL{|1D4@U*$!c zE&&I%^O_M!Fj-ONdG=_(9AFZ`+BX^JSP-O8BbD+7pCm9I9!QPGpch%rhD(Y12lFU( zzY&s2#cUQ7cc6PO?h&LaV{l-R%gH&M%sFJGM!{AdbwxK1C7EVF-ur^6$v*ZQ%-Yo^ z!dF?6uep1-{NcS9S9=Y+zQ|#n|YjIauLx^mcDGn?afmOZUb{d;UtFr>F3}!Vz>G;Ex zd%tk)DLE`JFaK$J#TE;f@lZn%(2SAYpD+vYiJvsN|9=yTarFHxs54bT4!6Q-(EjB| zR#s}~q&0;kp4iH4C)LU>EcN4MY;25=Q!C^DcL1Fzl;hi>;4R|)&uqY&X;~8}_WSs# zXbo;CG%??PtZe^GK9C&RAhF{9K-DBPw5i^j?BHqXt5lU|-3T>rhAxSpoR=44xcZ^WZ5H~!lNK*4K69T|d z+T))*%CxYLD0#Bxnb(Fs0)&74c)~iCWenL)Sk2+(*IHRt$(ee_w(n7oR+vzz4okgs#SYVzQ`h_27dS# zR5@BXCo-NoqZT8V<^Y}5XT=T86H4m+j#UyBcXwaB=b;t)Sb1YLMFXn;+4}>I@uR}? zmZtM+hn>h4XP?+X`^cIp`(*i-F{Jq>Y1Se8w8Br>61QuWceDXqtAgQ0?OCP#z9im)ayrvr*KZXbZXNKi+H>QZ zFov9kNb9`#O+B9dF>~c1CfbNdMYix3SL#g5FR| z5~Clon=LfQbCMec@4yHL>`X&vqJtPynr++$Yc$;G)r@aecAX-p!l&tMbE~Bl1}6v~ zIwjmVF;`E?fgCbZZL@+yLx(0(0g6|(0QfT zFqT~UQiQ{)mJu*SM?{+T`~t7CS`^Yq?Ruh!khhvZD@&>#-3=HQR!I z-URYJok4fkcvcCw^kOIS1FTWULC<$?3wVaEYKHE>DW#cslb*=ouESee-Ja!Q#)^`U z66OXxGxap8V!0*UHWm`pkQ&&{9C=g{#{gwsbGTi(S&)3w#aoS%bL((SHQD!EaT0*a<>`W;n^hvmRfqfcp}MN^4FqE3iv zr?F&8JoLE9*;oi-;cla%L3FMN8mPnqpqo&}3aqC^-6S6syx-Co{>NY-(|loi*r>mT z92@d#$KwszJD(v%=9WMC&K1X4oXAz?yI^#_%BC)mPFt8Stb6NUrNZJOgum$Fh8u%Q zbqDxDo@Td8%a%{&`m{!rIwDD{2TTey9uLg@9U-wK2<1a&Br`BUC}Pi7pFjl=;AZ)W zI+KdFx<|v=UtJo#7Y#09KcP?*JlqCPaVzXkd{!=JuHtNgh5r9Q14`N5A9WD-aKkmFdi%=;%hHt& zH)yrs&!fwxz-^{|^Y^2e&v!q;Z7VnRE)U+lA@%}oPU919!i}GlO({Zee6MzL>590U zui11W+xR2w#y{_?(__vzJ}2kg;OP;aVJO}Qs!({%0NjVAT zmr|MPtG>x93pJ9c6#*nldIl zet2mLH-Sq@wwVc%S)O(itg2Nk8ytDUJ=hZGi;RPqCohMGaaY7Vt&BRlhfO30{zcJK z2_JC&&v%4hbK$JdkE7~Yb~0d=G^pBOA_KO*?rj#gVL{izgxe0!HSA<6L@&5Su)lkr4wz1NM@4;D5 zNaarQzyB8P9U`0FLdG8cFBFAdD*;~Ad;b1pTb_#!v+t{6Q%_XsRw!>HU7Hohu`G3h z=25|I12Gd56Y<+NOlqa_5*keXbz0O(%HTvqh^|&TO-_ZzMoDSzYkXjvRy*9FK&Bv!Cmjh}i?Kz)(DNy3slCj0~TD^te zS+%CP z>M=sW#`e^T)^~UNT)@;MAswe$Kfs}UZi~!oGk8Gl_G4!g&Q9Ckm^pjI4Cd_1`9_ph zfMAZ)-_2~_h`k>KMi-xjHhMX1y3h+ZG5yt2?#I7CKRj_fSXSIkSwH=(gc7!M*wrqm zbv-)IJcB;iVdV*!3?H_)+3*^+9r@fJY9y2lbOl;)HmXfq0thH}x6Xe%_)weBN47S? zpMtgEIEcuDd9}}i^$O*HCMn*V9R0rE`B?nTj}tqs_=rGn?3?8`kRAh9TNJ*?a1~YI%N%(qw=in!IH*ZS1w z+}wbv5$A&%5&yePv<=7mPj5uoQvW2M69TK~+5p;3UE^^a=UZ4~*)7-rQ?!7r^lX4m z(-x9dAq1Cy5sZJsXLlqr+8kc(lM}%1S6iBx_$%aXPO!C$?<~yT-N21pTYwhqe^7b< zyTh%<-Io=<4#4F0D&NU4#l3QEm}r-5-=XR~BAjf8*72IsMr=x@YPSe9qrE z;YBW+wBeyzOwFZ;Mrr#PUkfB`??5O?yf9r7rz8%%*_GO&KTq{_&s_`GJIRH5>LbgS zoxth*&cK3Ir~q3a0MKXkO>CrnCfE%(JatnO=kgeOqM*KEN=K&`C>(vytCS(EG-hh+ zzj=uCYR;*hRzk%{3Wv}w=0bH;@NfC%?MHT?FXsZVL1!xD?TRZ``&j}!3Z~@J=PjqW z`YTY$OISUGp7iy8c%=9K$o1k3X|7XOmjE0RCND;nK6fpPzH0k%7h8I{Hf7Y*u|(zJ zTZi;mk2|NiQBSXa0|d>4pE21IG(aSJpjvx`hLqI6AP-&1D`&gXHcx72ol2y*OZ-lA zie2-2c}{+!WAL83f>ZT6lWghDHUXvU(IZjY_TEteHq z2d3R%^5}t+{}=ICy;2;ML8Ai|HC+mo7>!~ z%5g5>R`VoF(G0Cifrev+amm@5%ksq7tKWu0`8e`z+jGJS%{D@1Pa{y-ku)?nq}llz zJh;zJCZAs7mYQ|IwMl}|H)C_FnPay2MR?)5M@B{08CXgKs+RdS;AZb5hF}At7!jx1 z=f4!343K99-JYLvPU*}>F?2*>nkKc--ODR}As%IfO{pkaFd+ta&?em3cm{0~{VgdM z+|2vwnOmRjPV6LMQaEGa&SBA`e%q{;kf+$5>ZeuHq>MCd@Jpu=_;!Ex2nryr}JmJ@&dUWKadu%?#17iCxpmgu^%>G*YhRZ+BjG@kQtiB;Bw!%>U{eqt(gDU1KNc z4Jft8uEOii8std`YG!r=W<4{%G>_FSOPto9b|R03r3&4ap~@S-Gb}Ml27rQ1d5S<* zD$h5g{l|oeayAb;%Z?*I!<1)hSp`UiANqd?^Sm{7LocB37!Yv1K;Oc_d(_A+#OjKn z?a~G8IKX?JgINBne9i(|?}tHZDA|iLF$eDU7}~$lVl&JBD&MRXG}H3k1BBR%YxdmC79~ zp?r9zJh>#MFV%pgh~+$#xAWZVc@zgazWJ^$uL_w(?On5Hb>DER(dxHe&C-0zU%5_q zuub5p7G27B^ZmJ&nS+5C0xm%ll+g7bIkb3ZWkL)WF)-z>U*Hds{jm``Z?WUJ^Rqs_ zg`#Vaklz)N`MvMfPuBaG5d#Zj?NkvhK~FdCzN z{RQ&)uPADf2wDaLgYs>f=JgJPIX&)l0E&;Ux&`QX`jJXhc{x4gK>gVe^KuO@DXHw zb8B};`3wQVg9}v2u`vi)zv%Dhz2THI*G#`Hb$1Sz08kyN6vI(@{|BQ z>P(5ePk8?VL}HIfB;E%IO3lNL!x0;%>{OuMygkHm{?mg%M=y>Gv7AXfP3qukBN5tPSLoWB|I$OGQ6uGFRv*JZ>0+S zta?bY--gE$S_ZgpWQc3tvpeOSP;Y(E<&p~butef2ITM1gL<&?%kMqhh8ZfocAc4}g zBX&nv-(CTq$i<1xltJ6A3O8)>HE>J*BvE<$QOTbYzmAQs4@)Av5E=@S9H_ui(oG-H z1lC>oSx5x#oXM<+QSDtT69NX%G5ATO`g01q4#=Zc_N8!y+HAj$eUPpe7<>=&%nH=t z8xrBU&9TvA>>Y8=HF65%NoGB^U;WVnOLVfM>A9DZFOBc4&qH`YH!N3M71t2b&Q zTWGjkn{>3E2AiolzJb7bb(Abz)}T(U>`_-8e{jwsvHt;r1r|5h9}m~K4?>-AlK&Y(dZxZpou1hbBFnuYWtUVC*P7Ts8> z5nUEzFVk1cif^+z6E$Vbu3P;SAyrTP&xHQtJOigTSG1`;B${p0oEkc_5_7q@q{Mp? zrh%6`$h(F%vosNC|2=JN8ta+HMQxOLW8-6#s&%hp8ZoE7Zi3nrXvdW`Jy zo6iA>)t<@DFYTJ=NRqUP_?8w)8=4*&+0Xxe`zUR2$)%w8T)tsO%AoNe)=Z~qLUMH< z5ld9V_OT*xb>;5EZOXH+3QETR?r0oF-n)cRetzvVq$@t`8sHOkjJITUGP^0Hp2^M~ zMl}Y=CIWno30RZnRUC#4f(vQVQ9l|dJ#o9Y4QK$A!ktV$th>{@5Aov`VxH}me8OV4 ze?%dZ1(6#FC{n?xrZ1TJt)P*?C{=@MN@J_<=hydk-;nA<9*x_*i(hrk0}`L@6uKSI zCDG>Mops^HK_HKfJzeH@XUH>3VcBH;UN#Y>A6)gt-u)rEBHjBBp^aB-7pZes5kXsx zIjYNxcB=?CDNPr@wZ`%2&inzYs4k`r3gS-TMz6o3wF!;3fF}rCTUw(`lL8|22tq5% zyVkQiR~4fdNGL>%x@4>0&HPJXSRX(uX(}Xvwq{~%jD9{*U)%E|R%JFk0aoE@z)5q| zBwG;?WoOl^h+p~=zhr^(d8C9u5i5VLMc?vubk6fhpSj}I1F7flu!=4?tuuaXq6pnF zBZHMR+wi^NSzi6`^7;n0UA?rBT`k?Q^j@NZ>#+2h7BQkzQ=~` z--bv&pa02tyXDN!Z!p;7b>*m_JUPMyjAMqhHIJcKINGhGq5lUdN@h`CSxC@43I_Vp z_EbL-blCT2aW$$r`Q&vx=Mlbg{sisEp$eh^3LFphfD5He@`2AyVwc+L>Zp9a4V%Y{fgLwxmnKOPV#nivYQfpV zx2AA8K<3T&9;bmXq`PC;;aKsLhJF?(2t0Lk^M_BK`41~z8${f_0lO8kXtRZG3?42H zP2TR7(R1&LInY^UAsAM-D)#-PeD-cSq^=zAKZoGYjt_VFHX<&YCbhQ$xu>KJwvF>dOQ{k!T^=g&;8 zV6o>QabV+q6!@%rthW;0hTT8oY^`Ee5zOh<2`@nc#lS046R_?Y5pu*&NrA0@iQByh zPEol_dfKXV$W&SPu60$%Cv1m9RMZ~Bggkxc@z9zP&5q|8i!qCHM%{lN-60o9DQSN0 zxCZ<;T(dR(O`iauNyl3FO?X{n2;inSbIPG@0}?*5j8zq3u~d=+{?1poF!DW)ePMB5 zhdGp!vN?6NqLPwdR3?|vrP}L7nR_d3ykR9MMJ$)MVHo|hg5sB3(pjt*-?_#+uOg4Q zt;k_D#X2jZONW7a(x|RkIzB2XhFeb=n53S`wTxiIbx04}8?5eF$46jYTnkjosd3wn zPS;h)wB7st9{3(Lk1S6&nuST6#wJz?XK_c}=$^?{7QUx#KlNR*VBy^*1_iWv%*e|K z&{}aCeUz<4`yde#7yBzC^@B+st}wjdb3oXLL`!EChEK|rNPhn4(mdpAPbI2Z{~%6i zvyR<~NtUJ0$RPcJbqYH_{3Y+Py@y`JfXib z+|o9izb_EF@+;OJt-Z5kFQ!KO`cvKU@r0rppq9FY4ALqIm5zhhZY|y^ky=fjd9Z-W zxLBjr2p!2)F&@l@i7%!5!i5s4i3MfL%Ea~VLl>hUm;DOR&XfCT!H)Q5QGlZRzi z1`PRpm1L7s@chMt(^`H13>#P3M7#%WTb`}1uBb;76-B7cJEP?t4Ri%B)y6HG?eFMf z)G0@HQ}+Ys@5}ELoZx#|=Dt^BbhpbFwPGiqH&=m6Wy!S$j|DUoxEs)=kiB+zAC^yj zg!;VZ?F;NuHcb?3Y=&AGohIYnI;Mvrui#DjzaIpz4h;>-N~ES5W?Z$|;24Pu5IVLv z^kaAc=tq0cb#6$f}eeY|;)BC!HfcTB;a*~;iQXjb{5&56*o7G(Jq+Ky7CusL6Gd<8lhk>9hMz|4 z&Ys9!`$yVP#A_a3D2f|gNIaDp<2r5=*%M*x^kvrC{&#l@b*oMO9R@JgsvD0o;2<33 z&{b?8gHoFDY|h0m)|_LXm%az_hy0y@WKQ8w#cg!9Bz2#*0#qH!Slj#I0i#%+NU?Qc z9D>{}(Ed3#7)97j%I?L1eZ z{r5^z+)NUUuKmizp@GS;SxX1=G@o$Do4@J}r4zw(g9~q9-q>_0Ztjic9bR7bNw5@nYza@&QG{%W3Gk-no`= zi$b$g!@Ko$@qE;j!;41)+suM(4Rx3WljpVC`kMGV4q_MfzieI{0^&f9%9C8Vn?Buf z0V;D-5ybh#HOm4;P~qGlcVLU+dc-;r!oXD*JqKM!BixiKW+!MaB6D(EPt&9Kmr#H( z#mqtZEM&4oY;G3tN{+u5yXQ)W*TDn*Ovjz?OIX+Z>gwIS{BNb$^-)F)4#69S)Fr7^ zn6Q19QZmT)`gu02xO;Pd&7Xw#%@_15Q>(bQ7k2(!GXuoE+P8d_v}C{E-2S{&lb-8$ zErP-*W5DR0K}5n3c(~dr9qcoMso(|MUu>L{U+3N7_0KIPS3a_2)kf}LYXe3Z6D%GS zXiY__@gDu=RUv60tB`#RVQlg>Bb2VY$0`u0!#6PXpqXZsT^LG=NUnW8*B#;M2`%*! z8zi4w=Y0XDf}{WB9qsz!rg3pQ6k`=kk(l64x-!OT>W4RlFwp(zQ_PG?Go5|y_}#Lh zMm3u2b3xMbW}d(05vPs!?Y{LWR0DY+0Jw=pR?BLeSB>Q~<^!jTT1)J&+O$m&gN+a- z3ZH!&v0MYL2<&O^o-5A0P~Na$tzLLND_S1L4OiJZ z|MVe1HWuSRY_?+)@qdqC->;mAlCfubs};yqIl$ldoD5~=ejuWS0V(d|@(}>r=v&cM zO^;K<<8NJqFo-K74P-m)exzDB+*w^9{@(8W^3Ow;<=ixm^xZvtuyU6W%D-zRN<BOJ9@noI0?8LbK|F2<}3}QZp_{X#>YB;;y-c2E0+D%@k>7i zw|~a663J+MrrYL$N^6ezlLregRsse(lh(e@vms_+xL5uIS=1>ZB%&vm=@^Gj@_N5t zxt`~%V^-lbt}v34l&LiE*!oifd$A?oj$c!1dxw@9fw-Nr#55}+Zkk2UNpmwSPwJ*>I?lxlnSby(E4%DFx zY9kLn7umS^m&oS5pJI!aX1dn?)l^z(d~9CLx2+c5)avm791AzAK9NBB)&y%x#ks;- zjW~FmLFPKA%SQmYc^Wu!|G>gs%In}TsW;!ju4;N;*zWxvPTzXET3;G3!hL2>A|wYp zo%+!Zt_EM&sAie59Dns`g}=Qw2A`^_nDz~?j63*xjvRN>MFAz?qu;Xy#Yi%gxss5z z@PmCU$W=+Zj*GtS;#_>P-FxV^uKKxyUewOFNZ+0zDDJzmwDWYD+0OPq(?Jb8A?Rv7 z!gemumTWmcA&}6!xrSIo7)=9HaFdmJQz04*7ds_@5p-wipYW`krU$CpjMr>}b|C&c z9gnL}v+IekzE=d6IhDMjQe)8E-0>vdr4Lv(=QEzL8DIz!JaF&A$bO@h6&hx1??>1) zCg6P-F3zrDc-?NWV-VhkW38Y0j2;<>VAufD_;Al(&cw@JfSu{lPHS%P$Xh3xIfQ@* z-V2RvCRx$C930YcoNV~`%K5rNoeyM0D?-iZC)nsk*MNH*fBudbyDjur?z(s07oy{7 zw--N-@{2e?zTb~Dc!f6#L@&|n%_;)$-Bxo&F>mCd=h);M6LdHp-DUTjH@YF+VVc78Hg^%gr zq*vYm>DJ2ovZb$OV`Sz#D;?saH|D?YpFFrLdPQT^Iu8cqzlM&ukGZ=X{ey^FFT4z( z*_)J7OC3@>W-q<i=J${|*`j6Oax=h+{TTe6_s`eDveEas^Bi!SS zzi^^M^9g2_^v@P}IeMqh_Y#7HXoc@7;A>*tguA| zRhg+VUup_UMtr#`1?`Plj|bb3|JVfolcJYkSsT}J(ZB!jg4$j7mlt5-Z)?8vb$=RO zzfCwA-d-1q8F(+=)0CsVyfR>2sG?N^{0qKqPTDGUSnApTT08QQT9T2Bd&#% zAFX}LR(l3i(~mYhQ4VyvTe~+u%VIz5g|s}s4k{t~B5z7-CG_Uc^G z_}0i=VY^T_YmGX**#cr^68&Qh1dIjGSvVXb zV_tY6Vt)VGJTMw1!QT4=>J#3OSs;uZy`!c;-Zdgh{)WKF`F|qia#n zXMMO}zPQi4!RcB=7jUfFKTj>pBr9L3f--ml0)npAy84oKUp3Rh2H4mOI?%Pnr6}8g z>>me&Q{{r`@Xj;k9(a+s8#C?`Qqt0K)?59V7fcIduP^q1I6Ztnw=w>SX@Ue4op1?Y zBXqKDU;Foy1gjIkrewYeYRZftP~wc(zt{l+#nhL*5>Tp&vH6zgJzC0tWEQWK)YP2H zHdV&`x)}{AGtXrR=*isOr=o5 zZ|~~bYdhK}Bv`~D5*;ngo|5O7xzKOt+~;PzF5P|E3jh_6rd&I~nEY~KD=avd(PDGQ z{LZcAdxQtDroHz-kly)2aG~d~i>;KtgphmIjg6`2j7>hs^y6?_4eGiZX00JWlq7y7 zRHedhKjS6ucpF~n<02H$3_smweWHpNz!mE98(=e3PQYl#X@)N^pI;o!3T|!{6AddO zugzJQt*skL46p5ijP!JY2T57;)vF;>=zwF^@Tt|jF2yNYL3^s!UF&ru$6*ptctyev zNVgZ(hOcT{s3ee`>uc=_xA7+7-(Y6>G0NiX1N-gY)0^rOFjKVBEP{T;=Wu(-LnmZI zyex${|F{v;DiCUDIQOb|Ol-wCe{h+E4PYSBg4%W?aP7DKVGIMT#@iFSI!Me=gJOo# ziKw?-Np$I$_vGyF?`I3W$!*I@4OCQ@^mTKqfLT!IV`JXSM;oN>9v&VoTW#KF^tl@X zy1IYvt=F8Lj^n04*e?E!66%os3w_Y!uO?uxb5eEud*UXi*;wgj%}kz!JYVlW+YE?N z`nhtgkMJ4~ z%tx(2mAq2-gLk*rC(lq#jw$W!;+^-_{-(Z+vM<&+X#N1((Ui73JyOYP>dS)d@MhL7 z9#-fC#r!E-mVspUN>5@_YN!Y`(feUD zeJ9fe^iCTYx!5_>2j;m%*EhA~>yg8z2Rj@jbjlGOoh4Q7;SGiRD_oNJ7W|V3xhq1s zlDx(omv6>ohet$23{GbKyRy^`c$`0QnV2Jwj@0o&KO@W62Ek`k;>FsX9?ZYTF&y<6 zcJZv7pQL)WP`A=heEsG;m=D9z6r)LT;eSEVkel7bvr0?%$rTm(OVTPf%gV~)#y~`f zmSdLU9&CB2+1+r(Zq}3VX5fBINKK$}4s+2@W`m0GFPpKJdQx&10s(tpsY>lOV3*?f z#mg0;zfoppXBAh6@)AGWW{#zFvX_H)_+P<=U#2VNUDCPMwhDlXczDk4wotDgy1BrHk&bF< zYQ~yqi6-xW(zIe%m=Db{_vqhG>+XgtHB=q~$n7}j?DQ%b&bp3+{P!vy9i8*s%*@JN zyZ5_S>KF6NOQ0C?xYxD`{|T?|i+JF1$C*TO{A{#{a|D%7S%J&wjiceg|4t8qLc5hY zkXf&h?G!Y}`y277c$HUL3ftALE0%WHLqNoYuNJoQhl+|eCiafJAL-YP=;=Oz4YA>W_H5Kh zS!(M-_GQG}bN#%UGxrZcS|F~Z*;zw^RquHKe{F&BBlwjJkyz>?RKZzBB|0_p{_Oe_jTX z95L}b5c=xSn~T@@GXvu-atf>5{NBvIcOyOS0oA!IV0LX1fTF!4UpF_gXWKIN%Tdl& zcg)^=Xz_peSok||muZL<%CG#ZXelTu_9=23X6`8cG3By<8XtDe#kQTGhP?s z4_?!d3k5pVft2qZ*SHiscl^lv-Xw9lnOhl?os~1^{yKCD!Tl-T9p8j0P~wm)Fi}4e zhgsjNMfdoz(>;79?WkmNWIvepJbxvoJUq@Fz1O9S^p{UI!a5F(`VjJ*;`<03nk4OEgKEbIx19 zW6IcHct#Sk`4Cj#I%I|IW%{L#4z%xV#l9Pdq1h)duPGOfSuJKfQ}f>|*?~@dfmv^Q zjX}%&h{UhfwL75mq+~uf4^yFpb^{n5NSM~x}qC})e?@f*RW^v3-SWGuEKx=XghLv{7C+B1c$Nf>n z6do6+wGO&zKE@?@l|xH&kdm63I?2Gl6aMhQ)9ah5b{cR?B^^<&&bU+#8ulk%7C&0| z&2lho`kJ|X%8NW_`%fL?k4V6&V^+b3u(KO#oUJQ7H=O~8T)XY~F97KjsR981X%w-t!oDe|Iu0&x3(Ke#U>T_nK=F#i6(8hZtPi_B# zv3A{U`Dh3iUc;2L`~EZ;Y>vP{S7+y`LTC}6YuP=2BT3l}!icmV!vSA$u2n4a6JY-u z<8ImhizXmoaz(f?o7RO_L6)_6hdGoOx>{Qgtw7vj{?&uH(u*H{seOO<14wC_{RTqa zWuW@znZZnzy@0j#rU4G(ssc6MC97kO!uIccym)moRuXX2&}8D=N(rg7-A-E0LTv*u znRBiagaq%Pm=DlS(;HKgoqw!4eSmSH3usqo)J$7g(pE3Zv1bs0^GIxVb{5gBQ}XGR z1iRydKn#BU2kF5pB9$ZKBhgDrNIdZow$24UV;8+v^)Zwh8SP4 z^{_P+uQpJBZkMu@Q&9Mw0q|p5t>qLVKe0>lHuf;Wo@hi;Xw|0WF(G}wd^b?^`(C$@ zR9ppr!e4Iz8`19plEJ|!b#?*h!TI}l#Xz>kQKb4_i;>-vKQPxK8}o;a2p!4z^OMYi z5E#_l#>QsrbFWN=zb}rstW|A;7j_1TukiG>Y$V9lu3^;3dOc6QeCDo#$>jaPMy=47_0p+T*d3X6KQZbH%6a3&g}!-OKw@8wqE* z$r8Vimab8Fy8mfB=G!0b$accxLy#z5(|54gIu~y)QOJIJEWbbxW0h==Gn%&obtr*I zU34^YHZ6YIeF)hwf z2=utReokPscqmmOI5AlIBu71NkH_1C3_G9V>a}hy@WjH*1mCPKWfDq{Ld<}!Nr%K2 z=OK+wYvHkvPpgDv$fL1KyfmZ3&-Eg zUA{{~0i5$bxd^FsQNr7*z@?VS*>9tIK6}m2+1)BHw+l}9Hx*PTm*YX`wJAcNgop_6 z^75Xz4lj1b+p}3t55T6~mB5OP9sUYpp}^cFh>H7?=waGd`?@=5_RbL`KeYJ3na?6r zq?(MjIsXybihYYJBGC67<;v-RXeR)k!e+jR_rbWVq15dOD-tR82kZMbUzP`RCdB{{ zqC#^^Y`50-6R~twGB-6>r4p%gPNI36v*}6j3M&ZV z%6q%z4gt5vJ1C8F*WZ_l8}MfeZTQb0c}s)w5v44(4iykkL1HReB} zJI~0@&Mq`twH{|b_vlLd0s?&pLXIZl>vFxi6kRunb?vpbwN*5K>Q5aX^0;TKVaX3# zHphV3CR~Fa8z0Y&@s~oVoQp_Xl}L}X=(d4oFyl|#<%z1Jgy(Mpu1p1RT+6`%nP0I+ zudm1-A9aJ+uK(WZ=%9rC1h$;phQrqO+PHHIKo;*kL-}Pixxowbw$L%ZG?y?e4XwX^ zd8WgmMY4xtz*^Oz>di6tM8w3-kftK4NcsST$VXc6bU4Bv1pEt3pD(1sP+NCD!_(`^ zC^wYWy20I+m>p2U=kvl50Z!%mXs%AZGr(s3z)Rx@z=Kh+me@VYvRbt#r&LvTi82bC zsgOns7K!uWb2)tXU}SCOT6wua^rA_VWQjPEbjJF{#(OQ1Q-Q*~Ji37J9wK4C?=M_9;-L$P}u znS(-tfR>?1lePf6J9nudpAf(mr+;yAQ7E~sk78&w$^AA`wiamTTGe}p4^_+x^4u4& zJp$bZ7?Am!k(QQLL2+lVZq4-1E+Z};9tM~!qVDN+LqNc;%;AaA@_ZwOFTdm#ybY6b z@SiDPmg(v0=dan!N4EWe=xEWV;=c6Nf7T3JKsX8-#LjxB-)?!pS4v!**>K^W-?xa$ z&*O{$A_KF)48vPofYEnHETd<;J9i~mr){L0gU zU?Rc?9?Os*zO#k9l39p?`xA}w_FgsyjolnH_D?8Bj-8-(ic&;GD9uEFf^K9Jt1u^h_PnFW*5 z`nuao&(jpT0`a1QLXpf|00sNjan+?7_*HEUw9G%1EW<)WV|hU_W&M2%q^pbyI3Fer zK*hx*ge&hJ6Ilep&#xs3oB*-iDwc029b-+?oBALVZwIE*r<5Z?L=Hw7 z&9A(mOq-CLEP~fKh)xF>J$ksNYTSNfwU`kOkfSYl^X84i;k)Xn`XD9~Bgd|TvdTRk z^8aju1+mUEqW|t$Vs~ZmZD(@3&#!FfjPDNgLg)iLygghmYU23&u-u;rOTlaw!00{u zQ=mpXC4dbU`w1_VrHLr@##dlk&0|aL=}W`UL|Vtjm^zIViw1`K$c|l(Ehy&S?_IM4 zvI+x8biCF%cUmtVf20ox3&RWe&{Xs7R@g`4h6WM?!?qvGIW?}NgAdv6hsXf&SA>UK zO&Y{km@Rq}uP$j-QW-ii^G&J-WOQ!lfHBSoQYILy*MWU#?Q7tdD4}BCP#0!!wCL5e z0wb+1(nEDWF{ZekR_hEvQGw<3M*V%5uzz{zzOQD8CKb!Wt!Ow~MVS+`E-4*M-1CYd zo(G^BhGG59S;PuIi(ZK=IH_Q8Qc>~Z=RVE3SBe?yhJ#c?4;)sZ1e{NJEzwo8BOgv+ z?MgI2RYo~8KYv_T|6DE>A{@dJP5g2vPsG9|Xoh2o?BqMx48m9|!GrCxb}NxPQ6x{} z-)cH8k;10EU@Zp+UMr+qa7HLrx9U}=1x#<)U9y1SV0l>?872jevSpm8;qr8F+c*pO zFi8~mZcAKGlmZr~g`^<<`Gf5TBT4svR&dco^rwnH8y_DY-Ofh;`VhrCYig)I^Dhi@=( zUkcoE4?xK0kkIK~j{g}yvGhWO)X5X(Cd+-!9D`}tuzQ4T3-?;;O!Gs!8?Hm)R-U&~ zvFv^^_54d_0OEoyT++Th7cZ|%xVq``z{r4@v1%m_-8_&CJl@m&X$JD&cY0xVY8Uyp zr0jMezw$QStih0@NZlT|+>JoJJ#tX*hzK~x-q*i2%T}egSnrVVLD?=7W(=#(y_H35Qk!DA}DDLV%0zuaXH|UHJnp2hc#GBlNJ)#tvQ-r3# zwltxfWuQmCrl-qc+Kw%BL#`<3{v3$4PZA$c;s4|u;l%?Qdioc}BZVgJ#K_g%zia

Mz2o=3E+-+ zpyk$Vb*GK7FEtb(K_KpzcCGt?YwR~vW`Zg-WcWi^^Gcm6`pQfy$l})Qg8<0LOl@(` zBLqwk8D*qJb2WC>$rVQx=_(WM8I7J*NSkamiGCjkl!Ddk+a@>N%|O^qeDOZy61)H` z4kbLW!@j}6!Fb{uYoU*jDU2bQ;k=;w!TR9f!1*U~eKt@Z74W;bcd&yWxYQnaPh{03 z{CG&6zRqnmRa*=4Du0tvsr}H+FG6oHLRo!tqu}p(Ch?{5TGUJB;w>kuD`v}Gd1ng~ z9JsP>Yv$}FjE#+r%T>P91`)hXDO1u_aK`hfLpJ~M#A#)dajExM9FvNy^VJ552srwl zeQw7x6Oipb=u%a?il9NJ(BKTwp6U@BpW_$K6~3D%d=!WI>r|5w7V)0mpKRYhWlwg>cO#-tpD2jz3PFkyoXi8{y$&+S4;xehj<(nT$^nA6twYTjRD6BgfSlh7rHCJl z+_+dp)Rx;VI{{1dD+ux{|IvSlr%oq_J7F5&UP(vk!(fDpmQ%I@Jj45#3kOmrXXLWLqb1YYtu({4E)emb`uvXK3Vz~)jgMfMv9_?TtKSo{1Dk-6amu?1= zW9_YhlarHsdV1xZkuOq@ua3rj0S9?H=gR`Z_p6*eh%8Y+kRmx-(Z1o@s z)CylH!AB9$9u0>TnS@7%?H-&mGMi=MLfA{0!VJqd?__1FOE)_K_H)oZxT(ZN)qke^5sQQ(`#*~4yhGDz(d1&dF>$PDnq?3 zIw+^j%Jzym-#j1YI|7{+nqbbTiK}Zht{j3r&;unX+kpfhM5tq!f24a)8dTX38(!J7WjV|aCXaBYbCbMfUSeJO!kfA5Lo8ae*l zz+O25Fb+#FtY>yRK=n@JJ4ziH73H}Yp3?mvJ2{8(66SR+wGRi0$o590GD{UCnJq;dD- zXN_LNNFX+KD95EtDvYWi04BG+b{mJ1nYQ$K;JDLjwnoL1hdggLlmpH03}2HG^9uvK=feidb5yitU2z)5!oV zmZ~HmAW+seBK77z6p8@GE5?X|5Xb2Up2}eZh-7PPYxW9=3`vC*Mcn|e!F*PnJBhEk z7SXP3q+1L;i*s&Pd!w_4&2BDh4nf)D$B$FMke!V{Fcx7w;B9nk7n*`DL_5%}eR~IX z6}ydvjZGSgql%lH_jrYm+k62rA|itB5nK+t5-s+5(BZ=A&HihK+hpwK~I@^?Jt2-q4XuC`En-0l^<=fk184tl+*$Nfv!Pr`Y%DCFVfU9FW8<_@T|;2Hs>p_w4m>&J7gQRA z1-pm=1dDM-p`oOVc(xA;v2uhd3JLyj^Odc-q=Rd1*8{FVOyx~s6E}#c1Z8;gWR3jg zTgA0TY2``uhdlfHU`9t=IjD)^3-dG1UPJR0gRsD-;~+%&;xqq=Jlt76lZp($i7*Tg z?dMWlcmQHL>*?td0^Mv%@YgSfXvcsn%Cec4&(&oT7TYdciMu+x;rZ#U=w?BJ8anK%XfJwq&T9Q=Y@*O|WOKVo^ktE1)4CAT>59a5=!YQ;M zAFTaK3G2p!ZqOlcX7yB$t{1!oZ-*TK|J?{&{P9}4!u0(c%2#Liv+Q94cIt_WS1lFT zy{RX1+Z-pH$I)gffK13nt?0E~P1354-s=qclRYrFhLjW*dg}MO0pSGvIEN~O&o=q( z%QbP4qvg&4cejzyE9E$xMAtS`$A&cM99%Yk;T@pj(ueQB+8VwxdCH11&hA>s!2`Dg zdgvH)sat^Auq|OSF+Wk~ORLU|z_sE%3Cy`^D)PDWe?Bh;aLYi1_q`hmib;9O*quo_ zfsby__%SA-OvQ|C;`_Ith-)&SNvqYazm)3x_n!>kh`lcOnuJtvN}n_r`vomKQ5ZIlh~OHTuM7MOc2^ zXn%upr9!}-JZtn)x^@j3+}va#W%68pN(mwc`G0a6wmJD~a4DxFB37V!6EpRBc+L|Nbzh3P`-Q!+y5Wpr5HtEGn!r(Q%e5Qo27Lqzy9&lc-}vm` z0^snv!(;T-Kjey&*jt}aMW$rY(b76r{`j#l4&-coYUE=!shqMcgp+e{6rieDJ3-mh zo4&q2OMqNF(dgOOAX3dvUuuAX1?PUqCUX6<+>aH$wkyzDShk0RUziQ^`aA~^lep#r zhb2{QZcWl)8a4)fj<&bmZS*CI(<*wc*t5GjTEjp?gWMo@wwPf69}7eDzP#&x!ph2O z>9gDSVIW~Yq%zhg?Ch1NO_lJebU%Cp`IY(tAP3+ZXczj?pIl#SzKFuv0kjT@K1ZKk zZ`s#`ybr0%@(@fF8Gs#`25rsM9v9rL36=LBh_)adpn$N#pTKNi+uC@=UPp6tY3uTi zCRXBOQi&Ss=FDb0IsBQCSmwh=@uSzI%!4Vm;-YD zMfv$#gTQARGgK44soP-SIDo~o88ZHdvpe6)BcbB%cuq2%i9V-=z{*DF;es>Z8tu+etn*3I6s(#*9FX$!^VnD1d1w79Ajlj)(_FKFWr{%;k zk4c2J#!Ex^*mqwHL9+Q+Dm!uC(@e1EXh!M=?iUtJqCsoi-sp3@Vmv^Xw_pU!^k|VO zr-UH}FT;u1!wwhrJj;ql1Fw+KiB-rE>+b=0>e1F$#_AzzRcfOJO!K9Uk{7M2WpyANJB-E%*QF1Vd{b;pOlZ zK(uvG*6=t3_H0DHY-^Rzb$0GGx~fDNN}20$MlQ+yVo410My zaFag;O^cH30U|~fW&?0ZNhgJ}T{vYpIM>wi3hYbz7&IOg++KG**%{<-?dlqoDq&u} zVG00m=mBB(7vH#XJ#fdzeEYY9Q$7j$#w!I}w5_Qa?v$G;( zFDPBX=bxT=f`L8L6!Y6+}M;Irp#cbYM-DKYXmjo zS0w$TJ9a~#UjomQ%Uwebtx`*h^vEfW&&8*&)h4}r>Uii9{&>Da4;-Ls9^pq_D^&=l zDSYD&vT~+MPrks1J7qX1dgj}UIf(E_Gm!xYHX1D+AT0B)-tIO7Ce@=G+dz(1aQitW zZlZDx#RfhU^<82*tdyiA_5U{Cu7&ORN{xM*ybqnChX1TDehLD8nv1{!*n7M4Z|cC^ zeA&<=pnIr{Z=jbUnC9@JfmW*{MGSwYry0YlXWL@PbqepXoS=wJnGPRFgUnt*L4JO9 z0zN)E<kI-+dkjD^@i;K%4B`Mj4`$?;<%F^sj_YwXB74lRR7yZF( z4M`aNzrqco`Sei3k6*`ep|xq?Wid}#{!i!&5A}H<(|1tKt^pF^JH5VMHvVs{9gLsC zQ)74Q|LWV~iOX|2+VurZIn#NDKhfXt#(T1>)0s$<47Y7y!61#z6aD?x%&lQTHq3u?e5dTH>72eLzA*LX>oKgA4; z0h8#RNQ)bUosxl@9{HFC^u*fQj#Ew$hhMOBrO>EEfv!+37s&$u%xNnC3l82R=Guto znNxGmW8U4yx^hx(x&HuwZu}jg7gtzG@OM^Vm*ffn$T|E2PJn@O+gUC;Vt0^lnY-+zs6k|-3fQqHWgwhok^MWFnLhe1s^@QHe6i`Su3KwmJ3 z=I4}&n+hz;eC1?zVuf?RN#SQ@El9?>>nz!3Gi#xq5uobXNl2AiC>s2!l4>u)Mym`o zj(;*5qrQCFCH*S@gFu4Sti-9jUBvj91~l^lkoUE zE0x!+VA6!dDur?w8I5IYVQ059BF%T8FJ@t}Mka;2v~Qj0e!Vx4MM?z9hbT|{20Q?k zP{9B76HKQVG=&9XY0>OLCcA>2V|k{fZV~WvB)sXxdEZFraG09%_nf9}r;>kv|EgeR3~VTSZx5 zwB$&kagKo?5ktR{gM`a!YPtS1#(EgJw(lwf*=1qS#rr_M90WPEF&AO@rz`gUNDUce z*yb=BVp6^P$;8^)nj{IoU!EL2)VX+UdbYFUsXGhpF$4DBy`=q;@|2Xh0ua|-RR{ej z{sRIvP3S&$L&{+6@d7KJ$r$SqNNpXq-x_I z?94Wno{UY|TZ2XW%_6i(t9hDaYyX*JrI>}mt70?S$zt5bbV?U*-=vxFSAcLZ zCJ;aTKf2iukIDNBxY_fW{NQJ2FVX}zXlxfgtpprwYy;JxvEW%vt-D{-STeG|ADcb; zRZNwinKwq%I{to)_rC?bX@%5A8;VbxL%_34)$e;Yh;rXA?w&}ZN zq~Dq<^dp!HEd6K3sB1`>z(XM$jhZcqvX-Kgbp20ScH-jV_kQv9{CA^- z_}`yy9_|0A@jq%@>Bj#t!~dA!f6VYdtMNY@`u|T&*x=zth#HgR|NrJtC<)?kMP(z- z?68^j|4?Y=Uwik;%ZBXQ-1?RHc*$Nvb|9^MOH(A?NpTNv;zTX9jT~ThL6KVAOZ-T+ z`!ddHJPP)=lI zxE=(=PRah}dfETy!OH<>g&OiUUhlan-QXN`j^qBHQTfAE)c@9|v`*Q1L5{ z=PY|m^L4Z#x#*RR`A+t)zgM13&D?9=&DY#(wx39>r)it9*N-_?0Dlu^?nkezU=llK zdvX+)Ubt~I8WM-+vs@9Q{{rqlXSKmMRK;5B$Bh8>5{2K zu&U%xjPt9MW|egG#aQ_ouCFIjso{x!EEf)d_sL89QFp3Dl() z)AtFL_|(sB9N)|P>^-eHUJK?I1#tJ&bq!Gp-#y0Zd9M<^b)o#@A!oni-?O~Wvx4lK zoqgoUat=ebs^!TnnGf;GP;Q&-1otBdF2W4E;JB?`r%&W%FM#Rp>hw8Bxx*;MCO+jmI47OTU#m~W zT&=AYN%nMDFD_0m@B;MS6;J+l$mtZflx4ICBGxA+AAUA60gn|)wvk56rdgO;IoIOO zh!^@CdhntF)`dalTbin>^#^A*3rdkhP*6M}>Mi72wm$0e zB(t5M(pZ_(hg~&a>ZXkJ`L?g~&o`O8otfVRV~`#t;j2DE>f!sX;PTS3=ybDF!{C`x zC&SZl=^iG-SR~tj-~wutN=MmA!`sm=q+I(NCrF=R_0%h3W(sPaAi`_ zI*i9_L<-1gT`fc3(dLG*?V4&RbDESF+a3)*<0oN$U$r?~7hal0$XfU^sEbwW=_qXj zdKk$Ml?tPbu`5VCg{d9w6<7gNbHG!jF3?rxQp?exiz z=UErmP#2(ru7dW-{&$jhO1AAbg}C;Zjx5!aiRp@6USZ?W;oGuX_$p*QCck;a60h&) zboR}kRH2&;BLDyoeYuTHSE#txSx{r_+}D%C&-ope9N%23xN;y)M)eQ;iR`o9ZSI`4 z<5xa@xjgC8_!Fc3iwN4qyFKpbW-+O-SO`li_A4XxaTVKzxxJI8r#mTgG#%@ItpAYd4#Af1NBec@}k6 z7QyUw5e}(cL@=X8v%u%i3{!9D+MmNLF~-}VsVe7Tjf1x;^k+R0n)*>ot=F}l<;XTo zzRci)N#}i`#Fa$6-_BmXfK?Y9S-P=kW0%06Z)raQKpPsC#?R8B|zJNcR`lI4pLGN{BB@q?$BdN@z=SE@v~#&Coy2WjAfQ$4$+tycrqgY5dQ8 zVWPsz;jl>^m^jIH=YIYBc9PwjE^q2NX`&<)G#M%6>O0HcejJ?;?~XM{PHAoZU&ws< zsodShFytf}uC9bYDU(SSre6s|A1}h<@k;Ji7;^)J+e1I!anp=2J#oxCwlIm+JJ?@D zhLiS)EPWKm?9iayjf{|qwg2|`z$VbHzmVU@N4INSs8cN>Ls;5<-aAjoGQc!9)~FvJ zQ#sb%rsEGnf60miZGD@B1-@&D^@x)CWk?1T|74ci%b*ThywE7VXHHZluJ(DqO>i`< z3iC^JZIc#5RKjvAq(H5khxWhq91VLZ%Yr{53?{9REBTp;2; z&(P?~*Oqg#Z&n_D`VWr)$yqO$!`|84r;K?wj}F>(|BD4+RRUKLZkt0H`Dc%FKqp+S zV3(LQ0ScUzMN}3dC*D|-`x2yIO|TU;996St-)f%>>69HPo%THZTE2Z=r*+Gn2Iu(} z^@OQi36J-wPxKuPzBwDAS`zp;AJQJ)Z>D!+vmFTT1OWx*BXZyJ2w+l3+FUbx_z7Xqx@rJhJvqW$%CYuF}RKEK7_fTcIHztdrRy# zozo~y-I+tlY2DjOF{y&kV_65DFE0Mr(>zPf5zqNr=q?Sh4)ce$rwoVFJ_xNOp+rY9D<*UY~>0f(3y`LXun@SWE z3E1t7mD1^CjL#Dapmv1bS&yia_Sty)?WSyHe|L0zJ^qz~m2Lcm#~Q+r6olBePN{$h z)tZvrzD<&#-SWetX)xGG4o4)cAi?HqwA%y+1EtPM%4U5WXKX>BDN@A099pdxd`D-d z!zYc^tsk%7SJ(t1xmzI=`w*Gn)JA^Bo>n+&q>bf|dtD_zxTx9n%f2YfsO@mrewG{q zcCCb(p{gk1o5jx5kQbXQx+HR)&C-CUwkX@nm=4+fyb^M}cxo~At^0{;?CWL*?{twU znNqZn&SGZ=(H60PYnoj~sAUg@V)A7hL?z>li)=UeUi#3K`$gOaJTMF&2OQ583xkv$}%U5(b zZdW~Z)W3H!ockK)O)c%v3#QwWZOo2?zVkJ&>|$Spr2$x-o(`>*`mS=^-E0o}P(DBwMi6~07Dt*gNIOfRDdwf9AU_}3hQA5eR zA~7i9Hh)X{HbR2r)M_AwFTdQMm4*I|Kd1Jmn+C7LW{SFs<>ezrHinP~cv*j)ttOau znh+6A+va{OkVI|kF<1d8|eQ;;Ce*M{h9DXO`43IAOvb8n1EU{be(}+ARM?rpP z5ND71~7O5;w;GXtNRo>v5`Q9XK}w-QOV_KfB}#cg5E3r5UUt4&BFg>HcWj2u$$7tx z4lgU3Cs7e>4H7kQ)3Ym$E{?)Y`EMbL-6Ujh`H_)I;Cf)id`eoRxo2ILbL+lGm2)iN zdDkNVV>IxrL)5?xYkqdZr@Y*~AAsnSceWStl{?0)*<g0(>83nLNPJci;?J&8!Vng5Letz)wBpj=ZjZH$1XnY7)Lw2quW?q7 z_3&Q;4O)om6H#*-aNKcNeedM>-9np4u|{0`r_%s(HAIDEPYn&zA+leJgTd=tKgp+` ze$U9-?cqISKe*e}lW9-I2ip|D6^1^neOI<~Jj~*(i#?P_seNt-`c0j_f)+gsyD<}e ziB1~adbvXNS)tWAjkN{zuz zkxf~_X%uBKEo7vn&s+IoN2St58ZI^qOKj+cA~bM9Cn%E^>!IN>4V>$y^A+jdLmgPQLyc@Q>wtjrV6P` z>^$C>=f3>{U6SjcS84SFS`&t69+1M2m+KhU>FO%*-E$Mg*UbywNe}x&42wej+nUk4 zA0)yEP-n}NUf0n+!)UM8My*+cfUNdC%_c?qbvO~0`VTbbpE#|-Qr zzJ$#Z@pNzqCkcCdp&X(mYC~^_$D}f@B1BJ@04yG;Grw2 zP*KFmki0A_*ZL|(4Ld7U9%ilrR56&r_r1DRoS|0sbnmB=+!LQ)4;1^IJ|VEIwjo4j zPewDlOtj|`iQW3=bmQbEGZ`1s!klb2Me|I$!x6}6^Bg)JQ{!*^S9(4q6AF=_&%uAl zKOT;rs%$Tmo0t70ylxSjE0w&9eR%qcchW1C%D1FVazM=u>i4r1ta4~F^CyGZ zehpt{_C}6vnH7K+x4@K9eD>9DEt*;7VVLpqQ94m9=M!^1L&K93>9WFAHllw?IS-r# zaJd@KDU67-i0+lPXTY%8(~Ghksx*E7m#<46hv&{uX-<>{FZ&`TWd&tTjz8i4*2l{- zV{1y@>HLmnssa4`gD$Vzo^(~R(lwt9omZvbg6l(2=p*;UeI64Lb$^gK&4f2@NqW=i zn}UBr>Qdy0Ovtiii^($K4{vHk#ll0IhwC^RvOy1~x9^l&sQ=)Sb(Ic4f7Hxr_s%t9$%)gr7&x*wR=h{^7?@Es}oS98it52reA-)47G98UdQ{VZBp#tg@f5)BmQ zeR<&ia{9A$aP@?~^!t7Sjg&4TBk3o9^Xa=tdVc75SC3YHvGf0JaQM!VfOFNJJ~Wcf zl8In=cxi2Qw8~drzUqOO;%0}!dqG`62zMQ+7C(FEXleE2XmM=UAUF5KXnm@alQ><% zABAW|I2Yr+c|3ZSmm$y#v4TtiXjCSghWy^{u5s+MS&Rv~rS7Q`2@K^i{(Y@=mq(*p zoHiu2Lk*7bTP2zyg^xS^LRTN>5c4n0Qg#gowk;9UH5qbBZ#JBXpDz3Jx;(LqN_owR zQ>ZBu9(NWu?VLL4%W&aY602GX1vF*ulG_2 zr%B65PEVU!&N@1k-f7sEh%W{Wl!_evZrHY`6~{ZO6!n$$;y=*rd^Nq7{?};EkiC^o zrE1bKD^cVh1++b(ngZ^dh+`Ntv8FgE6`aS}-<4)fzaQ~*RFwxkO0JPOuvuN}Ktf*$ zFDOd49a-v+MrrYOhop?dH&sI{9W_h3@Od8o=<@m1SR~x^vZFP!d(CJwW`v5;A?$SL zo8($j>kQ&_+rck2D5GkLQCGR?TqZ{~)M;fsbGm*5|3Z955y>_13#;nu9*Q z^*;p{>4L*S&M$k?0S1Aw5%0@moy$|$VyU|hPq!j!i>c2R34dJ{ROX6J83$U0>9ej8 zt+YtsB9N17kIvgDDiaDPea5AVF@7hYU6d~?hrfr%@Iu7+Le0InpS$Wi`E3B}ysHJc z63gM|<;@w)@1S*1>^Nt<)#Bw&7nxSe&#q8ZZrrR^+mr3v3bPm*IXas-nVnt+Lq{HR@u=C4%kPb^j`ptqt=?J@ zxt;K*+-o;2@bWSQxYAt>k#L~=+hyAt?WkKwOy-GHu)6sv3pnoCujZZtin8Wy26I35 zE7>b^KHYk)9yRZw99F&4x_$7nX3W{R^dlFJAU>VLCYo^&+juL&je=4rgbE>HLm`2g z*~0c5R0Byz;Bq5StQR+eNdzjQ!mF=#+0ikxJ4e24eKx4F5G~ol`#FrStlszdi9T?z zjT1!EYq79#ucMpj=vdSjxAM3F?ZKpgPfus_3(W3)d2uqtbO5B3CnQu4dwD9#f<5lC zS!L{Z$IgDmc6>IWg80(X^rpXGPo3LN^PgaKF&7}cN@}R0MHKX|F+^iwhW+Z|MY?iO zK50(x7Qa4|e{Tj*uZ`ay$l{bs&wViB2LQVhnd;Fcq_e>$ERgl^WW?LQ1<3X-8yN( zo>E9Ki&Hsn2ZwwM8Sh^hBw(r=sZO`1XZQHhO z+qz@hwrv|bFJA0^yRrYeqN_6+6`hrNPM$P@2?2FW$bLYlt67s*{Q;tYo8}!Ob)mK4 zIB(Aqa3TGFv`yxS2uy()y6w)}d!7o0a((_A-|799Cmp)~cWwGf0Ns%e5l+g1-a|nF z?buXzYAsv6o@scd77Y&ZkYRG9>C6Wwx7)*|YR!i`Yl*OChP_ITdpkNR}4ZQH59LR7RNu zY)>PC{fYWxzq1LX_*4A;FKa?baW68~WsSzF|F!me-UBI)%;4-PTsr>0^GL}2?GU4! zR{FE)lnXT+cvd(e+bsvC7kbw+i5%J7zmn)}~9Ux%71T%|02at6=Wb!^};Jepev!&r=h{Q$DPJ8HUG&yb1!{A#WIfWAJeEO zr#m$x*#EZke?3XHEKr2%Nc?2n|2&o*5hQtbm}6}? z7=7jAK|GP)Nm`6(2($qr)V}*+B*FpkF{JGv6EF8b2e3A$+p@o4yT5?=$b%MxfjnXo zIyNF@@X{3v=!_1{$;CMBGP80{jGW~xy>uoE{ST*al&u`wi+o)Q40w8Qz-N2k4nQ0s zua*j^Z|t!pHY@Fk>rHs9X;j=w#X@42XU8TVvztd;=!BOW#k;?jlb$1$AdK(!=mXha zNV}3~$P`u^V?NHfTRB8w1DnuRe37X)grq4!UK#SA6s7SH0m&~GF5c}nDwD~@7@cb| zihQdOu;cI_{$sFLvUJ;K%=ky9*+eCe%9}fw$J3*Y=@m2jSH>_{J-6*#!&jFueQ$)B z4*y;)edS*TZrqVN`r3QWkOOCke9jP|V)~vG2N<<{6BLbX1zqb$ySbF*rNyi3oQegr z_3JFj9xhwGsBnE0!^#2ffGv!hob7Eu3($jFVe($R!wm|A$PeUYu`KYJM!YsqgEx)Q zN)hggK;9Y=>WX7_<*2y&q=Pic90l_w9WQHRA^WW@s(IL1;qMTeFb#*FgKqd9R_Z!e zKh2rx?HV5SoHHoPgK6$SpuG-jaGubW;hH+p5NDwIJ`#2K8RuKr6{48hT?8d4L*w%J zgIybSWhk|~6nZeBa=?1jYswnRbc$MUWgl?r=a25Q!Y&{n9N{3~431p;#9A56SR&0aN0V!m#8?^6k@7q==?wlh8PQ~h4E{F1NAv_&d ziRuMrm;sk8*2U(`@vYLr*owjo1(yKVTHM$;y0-JT-Mg@pH_lhhKm<*YS`z`E;u_}C z?uO4f>oezG_&Zw>3&unYp2e5cqSq15;yz$+&yTWIg29+J3PXc^v3DFR4oxiZvLDGgCIe z9@x7Z6+tHhprA?~r;i~JX!QsBmpD<_0hbNCKVPE6iOOE(dy_$n%AMQRjTC>lwa!q> z9&c~u-x;}2;4jc-A+fmnJC;C)FP^zW*Za=WB^to@st}_5s%h67>Z71XA1#+4J=Y~ z!GaZi_&L)-UFHJdXzInsIsBr_h7MjD9Newv(WBcO$RV$uW!<3yCVtNMB7c&foC`(0 zT2Hc^pR#LJ-ve$DuW8Sf^ERPOfkDPmj)w%h_dXyk73&jZ7MUBE4q7PB-`&KcV@zGM zFY6Bs6bK0hp#{e%h@~M7UIOg%ue7z~GAN0&!5>65vlbMV6Usm^WQZjuTK~NMJzByw zvF7zdt+!^}gZ1ZATK~A#>#4ue(l*GWBlRZ`r}BW>HI@T3jp!2Z%Ox+jV%Hr6Ngm4t z*Vhq%ea!Ve%oY#=_6qrEuOt)79R@Js)6dHc3dk;n1I+oNj+DjXAZ={vCcIe@ED>B7 zP9`TU7GX!Gvf*@6d-9w5aFd@M1ZtlPQZTrE#a)Gk%G;rIdQZBf+B_R7->>y1zqLjb zF|l%s3sCWe%nZRqquMF6E2*nF{tn-{LEmhIqKa-bAoe5%eL%s8!vlAEj(Nh=+tu=E zR{hzy##ek`o>w}|2ZkmBduy-D1&Bqq30u1S!NC~oAzxVPdq}?h*J>tzKYUDSgdM&qQ~p zlaAgAKv++&gf`x#8u+}}1>G94*7pv43Dv(k=W=~|!5Y55RJL19(+`fK4x4pgsG^DS zM?MeX6iw}{y>)n2+Hl08ZcVUMCkCvN(yhQ=DYwk~pwBtTlS@yZjXC^AC~+$Rf{EM^ zpvxG17%p@l-rqcRCbO){SF17X0^y%_U?c;ihfx)JbG|Wkd;+1Z1O}yh?oLhwK+m0pMPJ^!yM3}Ki#VWc}K5@tn0=Hv>gMy!Sd>Se}BC?wpCmT9a%TB zK@J)@{Eq@v6@&R|Z`LW(BQSo>Fpl<`?7#FYfR`$%dx+6gn_!9BRUtfamB)hnl7 z(u(d8SP$bd88)zlD@p$PV@Q%%DKP1a2>l!pV7+JB0vf8*&zCDtGJ6&V0awornoxH0VQ*5R*+;^6T> zaY9}g5hA@?e$`OCR4@BSv$mQ0)boB>yxr#>7Y2Si3x&(00{lgL zYoznjPLyU3I#*zLhH7YNN6clp4mdZT9y(#z+siO*_)oxB97*BOAbr&Szu>)@R;9|F z)<`~fcUKWjE_y~E{A6czpBFe92>54vg+L&rF1Qd>aM z(0f7e#(5{wz$4imT7MIhOPRE)7CumH3wdOboH@7YO-9ePeP}U;&*}b@?cMsGP&#><+DJHCkby89hOY<@bacQN{ymmR z^VNqW^amk>>Ekf_7a+9JFwwO3^3|Xl({`%YI-B{1OQKwLtcOtrw7Kjy1tC#jh2bQh z;f8FF!>ytH7bGWcG7v6+cn60y9#kb{hHU7jf6vd)>qL4bIv};6rB7nA9L~O%sUBFB z%;y3DCY*V>S5$vGVN|ZS@%<(y4kYj?maLiAQ350WrLTWE_aSSz?sI~_usTvxY?WvZ zE%fOtM2%jvO)@ts?$r%qNs{g=oz2BAFLMLZ1LLQEQB)2_2OVH?X=5)`ef-jq;G^63 zN%-P3xC;bdDe7NGVaJEB-@skM2@;GXtmr|a=6#fBaRGlq#w0U6Uvw-a{^p$27Z^2n z6;Ct?E4Ha#^5c!v(z-Q*Hz2m}kx?ng?dHu$n;3uDNGmS4vmqJiGF#va6LddxS3_+P zcR3A4=$(hh^wFu?2rk|05U}c>>Uy2|Da#yp5^g`Hvibo$4ERyf(-R@lz`OX_W-cZG zWbSzxcCAWZKQUIlt3wQvZ-`PF3}mES31?Uf(5cJt)i7-Y7Sm2t=P8vv3#YP&tqbHZ zOa~={0c|b{Edwj|KBE{N&k2`Pj_aY^6%td6BG-x~i=15{K@O=>kc+4g&))PaeKYpO z^WpjGHhk%u9|{8}2?LSkF?AdkDB8H*5W-L-cD~>3Fr|5;5dWoFl|Rew<Tsv3@NBZNe{gu1z%%uwXezmPyhj%v#U$#|yPS^+xIAc7QcXdT(H8+d^iFT5H; z_twSUA65@-A~=cj#hoOKEjny48gU*j+6tU)N~w{48vgo!>Z~y9)D76M%)7;m8)R;z zjEuPf358wRdV`i=5z;Xt_IFgsF&0^Nz(C_~asqCDM%-$I^pu22KWf643C-X&|rY+?SUivL+8{#D)B z&F7R&p<0;TXwbhcEiY_`g}LuE(_lPwWV)B!n39#PC5a8^4M`>3RF|H4j{Qf4iq%_F zAm=}TvBwPMQ4#m+K~nBV_2EFk{D>(w*_sZ3Yb0GT{hpCAxLNGzM@;&GhTU9(%oB-bJfZw?T9hH_fqS|nD^(lOLKwCxaLmZt8$^bSH^b%Vg*ut04K zf_St=oximeu`+$qS?=d}uR6OMG{}#s(3Z%hI{Ic76Hzt{^-G!!D=B!G^?$S*>c3fYdGh;vw6e{+!Oc z$Gkx;7c^ND0EHuH?<2ej8mm0j7HXW8`}%`8V`Hq*yJfOx@EHw>1P-NJjYb@+W3JJg z36dW-@J3*su?{VGLT=vNLM}FvB?WTa8YH3mvq??%s*HW?5eM7aSWJj^}CA%8>_Kxcn1exYxhKL$J1d+ok>x(D~0^WnUA^KdOR; zFbOu0Mk2(GmlGE~8S>x=U_VWoz)z~_2D6Ry%oSNgHZ%AJKV!XdfXm`fUuAL_QK4+9uG7kUQetncQdM$w{73p91-lvKhb|W9>MEtWdP@UzdMHQL zWmD!l)~rVMb3Q$3x9xRSqx1aOXL2c>lKk6H9==PqAh^OPB(N&UG@u5=udhyhh_HS# z3{cG%!xJv{v&S?9?;ci*x{*3s+-+Cp{s@GoG=GH=!teaa3Kzb_uw4VN+9?scjB4mC z6D}CoKr5TeEZB(gW^yBCFQ7YdAU7J8(o!t05(r97U`rUNFOw4$sC}_gbg}ASC01zA z0niu(yLOTv`J22boZ6@LnAS>f;E?)0)?wDl^p!OBGNP%v-uqq z^v*_I<(0GTwvUg+gc4)xBg{}g*t^RnjHpgsfSG`5#K9DN7ZPF7fs3!@>v8l*B0^{Q%dq zk^S4FJVB&Lta^xqREaK7u&K=4KoQw|614kHHZfUVgc2LM!jkvkl77gkN-QAJfgdNK zJ9{S;yrf_s)^CFZDXxN(W#QUg+#;A%x7o~JYJY^o=57QJ24BFZZx)__+jJil^7W-a z@T93eg}&OOzv0Z8RjJ1R2zGQCKwx$N0Rh@2e8xXY)fnbmsVXmynW#x`wgRM-4Z$Xpb+OAe&vz=f6Y?=I@S{Vh zs>HoJLFszyDU9(%AL5{enB9nUt8-IWN| zEKF`h6HNs+EA4(&+vo}ZlfRqYG!-_H*$aJJ0+nJHU36bowE@& z)ry6#g;eRUFF%=%j_gFwqGA(3Z*PjRVICW@0Ua26(oW8@Y*3zdiWy2R`wFUhsXvIkA47B`zFC|l&Jn1+*|3t_q-c$8yxxJTxl^RDnLz{raIex+1a!?Ig|(nMaV@l zppM6|2;Q0L8lZqc<*(7Kfbaqg(<|lW-p$NKd;hglDs4WMsnuAU4YvIdHI#V$ME@!j zX6OT|Y?J+K4s>M3SW{ZZd;O!9XpG%u zo4^QV(C7tYUz;VDAoUl01lcN>m)t)^2*4o0_S*VK@VjUieBTx$GkIMeT!08`e-#N>g+7vSh~$E$EIQj!u!3n9_`2x6n6cI`%4=_ zGrM24Y>OdFx!<6bRD>@}IAQZeB0{aaZ>gvxKs!a37EPNsqOyNeiUbHa(=_TFG&9f& zAN`3FaW*n2;bxdfgcJjrcc`>Nm?(gJJ@A1{24iIjKXfUBA0-~de?au57!Nl(`EMkd z7_hswh1NF5$@@!Ip>TwCZ$~CbM<|K}a*|C1k-T14s8DHwpdi$>^9j;mrw|Y?tI=i$ z0ns3iRn=@ZGI|%@Gmg^K5^{BvVN8w=7K5PK=LeeXDKz~D1Z*oJch85xKnJS_+7X$- z-;Qi38U*h5$w1^lnniPss9oAV%y?Yj$b3EV1;NtazV4#{YA=jogN(ptDTCZh4WaM3 z{8E-`_bsmxy%N(LB+g*oKtRV$VOoAbZ4(ZEV#59akS7uhj|9Dd9KazCu}>0eH{eIK zPmt`Z#-$@6UrS8VgE{hz`Lrs1l3Sh~+Nn#W27*^cM`^@B~D1aMmSr`gD&IeI#$>(yw{I_f}P{!^sQ(68$#y&yMD z#K9Aj9TDMP*qLDhHzO;@NNzC80U60GhzccrPGF30nGIp{Ufn%As8|KPTEExW2^QFd zQ)jd00B}{H9+vCl5~( z(=Bl6`DCY`%Pe+%);8+Of5tJRg??{pK8(>CxD1U8Dm~RBr`VdXziFTO1auA@=S7sU*M{P^aK17lV+`8fqSGyTl>D2v=rM<=naJ4x^W|mJhjPQ=t`O>;6x#S>^}0l1f?=$BL)#SyyOr4$tiR6VT2J!d#e-pNwvZ}NNFvQvyh@%D+DTQ z24{f(nBWDCB}|^7+;&406WrtVzRcXpNIKMqp9Oe&vF-+gfc~YwV_;y7-9b3|<&>k@ z@4U8`k;R=87x~c?W(gYiRX>3hhsb&dak!Nu=+>_GlIj2 z!%I2G)T?g40=@lnp9`1YsY2}4aH}rFWZ(n1ooJBD4Sgbm3pRPYxE#|EBVM|{XT`*fsjP+Y0rY?0N>hcS8~^?B2ctKif0w-mwS7&6tlOm*za`g*Xx)YbZb0fi zi*tJ=sgldU-j)?+m0VULjLx7gs4q_htF?}f_*H%LfEY+5fZOqEVu@g|H|xNq;>BIz zn#H$;Bi+=QU(S6+HANHi9TW6$G~bRv0VN7o}OxT{1iK zu?RK=N-1X)nZ7sB*F!8X#+(Wc6wZi;iTR;&jBx`1(pj_L!JuNOpK5MQDLVjULiGxLXD7l{?2}QEUMniWK8bCsL!`FirgYC4 zi*ix@(C%#J0#A^SXDb+?Ca1qB5pT^1)(OYh4O_}UxvQA@RguvrPO!f9M;2Krgv0op zhFA23IcD`hg9XgYqOB|FMuEPk>tq|AE7+@6h|A)kb%dy-JN?vcXoEpvi9-Ji8J2p_ z=Ck+D-`QiITMs1aM%pYs$Tm{F26F~tZJ9&pxS<0ock$9ty4IH4tEzq6c|j&SX;gC@ zn!b^hJ^rvU?YtR})?!X;4t(rjo}|m-1^YR~Y0}Wkp?GM*iug`B`UU&CZyg}nAPEYP z8&{S<9VC%oH|D^$TIAIVBU__i4N_+cJkjW@uGv$)99RdI+eh+5N-@J|c?i|^qOK%Y z#%Tj}be(G&V?l?)Ew)QS9dWN059Fz;AVqNF+(MLzi%%D8%oYrm_+zelM7H9J2Z=*X zvq6W}yv6hR9u~ZT)wwIqh`cjrB(v3`1s-K-__wyAQ7n5m3Gte&Gaj&TSO1mb>_v|A z2IYq~DD9JN_MmB400#+4@Uqr1<2H8Rwfp=yd~R$%(I5lJ4fBRsn@Edxf38k+c6O5x zu&1|Ci8Flj=m>W$486mrfqLZ}!aiA7E0Y!)Uu zPo~(YNmqX3Eg5|_a)3w0OVd(f;P0F7-vEJf`r3eCYx5IGogX= z#n4$>K>jbn@;tG+R5dLF*qbMo7N1jjQKke8PRd1vL82FNNh;kvv9fsjcp3a)}S0{70TVO(97^BO0#Xh#F8VA-CFQ_L%B^i@S66v+$w6 zoFd>7kt63N(4)O7xF!F&$+ptkE=&Rf@VklWK9;T8)?MU}zz&_A==)F+X3V`6Uo*Qy zc^Y$Ce{_%Gs~EHNnoQ?`&E8H2!Kb|`9M|Phg@#)sy5|qkpd$8;rBi2XmlNmqG(d!P z1LStGfDA(s4NzfTsO5(9a3J!zI>UxCZBb5S^V9PsyhJ=PmR68F804WOsNBUM!2pG` zaKB^#oIW_@8guX%X1d&6=Q8sSX6~1J>|f^7?yBl`VPH8!oL`r|p`zw-Bq-Lr&eewf zKs9J<7x0F+BS8m3oj`w^tVBI9(ayIK#O+Y0b`+a|twz7LJU?bR5h4JM3(>*+o2U^G z6+}0s4Uh6S9>mJuYjJV2yZc!9Yp?KwXo#5Nkjw*qU;JJTkgGime>Z|nFo%}im@2$y zXS8^8wK0)Wy79nEO#H#;x!&BuDmGq&1f3bo4sl3Krtk-0hF+AQx5jo*q2E2HV@Cml zWIZ<^PW9HnM+nG;D)ek`uVgy-BY*_^`||j!($p#k~T*xSWThl#Y=3;_C*sbYeEbyF{IufEtXqAjoV z*ce9a3^dwsiXgQ~4`CU#9Syn0Wh%YnQo(A4(n$eRmBxd}Wo~7-7Wba5IEe?aD%@|D zP>>F?$=S6B0of)RaS)uKgk+CWURKpdHZV#y*fbLn-DxdN5UcD4v+`sS_9pH&Iz^bX zm7=rEovJl`1Kr=L{nr^!4}vJPxLNR6t@r!FR`KZi^>=%Jm#m~%EI01d$Hr$UtMxdc zSP~Cnoy1B=B3=rD%m5~tX2eVY2ocE~d^AV;7vot1fYq4Jh$hCXuY38qb-t(stCtHN zd#sEUqYa;(o{u|*az1nPc{-OKg>1WUjZl5=ru`9+4OYVO~;@gaeyG$4+LlRm z>s;r~vg&(Qes_W~lIvhpQq^8-JxqPTxpi$B{_f+?;_%zO?ZzK~iz8dcg95bG?F8va zj2$hFhmcGYvmHP1caY|gxOv!^=aBePSD-L9tne&=23fE}*g*c!b2J)AyHY*BP|xM+ zla_C_DavOYbqv`}@qm{Doc%vcHQ|dl>x7oBsByip3T$B*7t-_NiT`Hol)W@?ccmD@ zl}@G6x=5JC*KZr}vlhYakaUUrQNb=)P_i%8ej%r4r#lYNPDEEMK%8nuf5*L4bypge zV>@9M^x%8=^0_0e$J?8nh)BGBEoLrJnrfLaL*mn+}?fty%-f1R_=@g5667=MZUF6LURtk!`;2upfK|^NS%Oyi}oBg?*R~c z>Ck}c4?yPblP`5d=f?QCaHaO5J4G0g8Hm?#UJcpqqS1%w-|6>-Jxdsb0Y$DMa4>I+ zwhR~Y5v=lRDOC~Ji}|Gq7I3q;C+TR;ezj`e?q7Py{)_amtHe9xcJo8Dd~12`?fjJg z7*2`g9x_1j3+zMKDjPJIta@y`+$_9Q9bg1EX#hsjxEh4u53*CV?9Wmze2}l%uFid3 zP6hBSuPb3x#Zur%`$b|sV!on*( zxA)+Pj2Fpsr-=*LVU)6fY*doeB$!;vVsAckKne+BJC|2_dqp-U_KwNReEgACRfkIk z&-HQZ3@HEuU0Ys!?6uaFj3UP=sj)-ucA74<>yS=((gJHE`X-pCnrGg#nV8GXy@MvI zK{7O0D<`sNnBluOZHF{_%6Fm+tAn)CA?bQElSO#3Wrm_ht<}pWPBIG7qg?&=i ziGpz?7Zak)l5#s#GqKlmatv(^bJ{&9xcVDUOBL@-Is;SR;XBDw6A6$`PxNnpFb_Gh zljg_JC=F@F_UoE?tjvj(wc`Z($`dMFV-8bEaw?2!tY*gM0Ie!@o5gxFoeexoF7n`f z;3?D}<;gKE8IiE2@!>^e!P9Ji(+$-Fj!OALV-KXx5wAX_X08kS zyk*X&Nme}B+ja_d*{6C$kwd*qmN-KIaJ^T0+@%S-yh0wL!K65Z0iq$pW!t!1c?YA@ z-K*q(p3}C|sLMZ}PjOFktMtPIf%lkg(pNvPBhqK#hs(r<3JS|gzU3u##(t(# zQgJyf$SEhs^sCnKhv}pGo7KR75Vr!ZF}BBk804B0-U(An7z1Ujxm>$;8smO;N{p-T z{<6YoT&j2(#4V@v5iwLZ2tv74^Lt(J`Ei_wpeX?bZ`YKW&3e0ZwlO|ssOrjBtf(d} zVK}{MkndI^Oq6Y|d$zfOk!u5gZ7F|wZ7m6PxOYt9pzLmK%ScS^t)QH>9-XNt`8>v( z3%J&<9>)=$vF4%Sz1PZq(s)WJBT0+Lqg6m@Up6=W_*Ls+M1l3HQjuK|?su<-mF8`k zd9HIVf-y)0E|YwpBSd9JgI7sxx|ofeevG%YceBCcUxv_7}{1 z%)vP3P_}T1b4p2@4-kYkc>V%1v&{SIVwv=@Co0+TAJmOaj86_K&fCqLs-DFSoAR(v zP!-L20zvL7NBd`2C1y7l=kqH>v%&p%+oJ05^I3t`gL+wJ;J1|62>d#@>l;(*8$J zmDIU=c?C_S%%pHE!QofY4^Uam>`h4P}PQ=CZ#&m9>FtQgIU0AOp0j%e+T$n|&G9 ze;qWKTgp?`y9&>$O5q>yPb>!7Bpw#RVB!4mQg=jFdelr>cMb$|=QVvg3y2P&jC^d` zf+9BDFUVc0l6=LNK$QM=x83_?E?q<1%IkkgYSPd5pA2zhG%((A?XFxmhZpnuvoy24 z)t-W(;slP6GM0~IEP90T*MWkFXuZMR_usTDVSxo=u>A2xdlyOch>x(89~M%uzYUir zdoWppL(R46R{#59tom0)vcCJdK`LG9Phz_H?B;9CU2D`X8|BrO=FwXG-Lvs#2Mo+3 z*2=)h7b03dV2dHie1P@IQM0X*wDjras~a&Qj4A-Aem>K7#g1N9LB{T)ZeNU)+RyjI zTLiAT+9g*J;!N-M#plw#^GPi!&|UZ*p?^;OR{IDH{Jl1uVVIdE6izsuzQW?ke@L=r zP%0os|H;bDy0bHgTLS9&C#h=UEJ{5wQ15w!O%b@UTdlhPc1Cf9%NhsOsKQjN-*<)o z{J{GDg8eQZ2wZo@T4_8;3ah!&1u`~a8%1VvcgMi;0T(6h<+6h1gIkEWGg3V>sn&o!Oyi4bI<`Q7jugC z+TROsqeDLvmg#mJ_zOF`{9?>*lGK9jpqK{wKVsG~G`6!huasYx{mpA{#exqwx#{JR zGe#*ikY}BHcllolTgg!MooPHe4$%0RGey_P8De6)dvS8wo7!*?>|b1hvQ*X+u9;f{ zM?x}`4^iqc%h;%Ps8xDW-1Vz@q3GQE_@Lmxp@{dRi3!>WAy&g1`W{yxes0Tw^BDUk zWZ^B$T;RIncx^a)SKnOw_6<1M8vib)W=O?YG&!Y4om}C8zk$ zTBPBwm%~ZOc2B`GK{|ai1Uc@wb_$wIafg+VmtS@cuU|<8n?@|gvcxI3UCW;x^yG8&FmSK#$7RortoY=O8>8sGw z^j<>1sT?>sGrGL))%Rybj>%({(^>w7=qAXuefZjNUOOCSvbDO)+u~BB8m+!z>c07;Z2^B@=&L(HUENxA z5MT>%g4a>>XWitszL*jhwlOUvj_@OehAjXbv$lu%B_H1%_x&nh0%_KzprEpoAW%bK zBXt6K4C^jy zOJWg!Y?}u#1h1Y<-+@S>?0cQVRU_r;y24!{o=LE94$J53S+W~H18)j#A%1>!hWUDU zyZr+~ytl9mGY>+wBzD!OrTsBfUarjTh3yzJa>>E7v=nzT&z`$@^Vr`|4&91Bl>ZN8 z>#>=i?qjQKV5g_io2!0Vrb8bG*4Cd@p+O&KfQ%v+1@s?i5g2g~Z%@hh$Uf)S+UIyi zL5M>QDGPlfw45)m(Fc=7Gmb3H(ghkbJ2 zDxKApY~M=kGQES%T@pVqBWLFRBG$6_BF9S4McKD_Vc#?#TyfQ(IX(vNSlpZ6cATI&(LA!wndtIQko!?z=jUUqfT&7FajJKJRvRoHE5Tz{7PI;M_hTH_c*rfn)PpgO16@%Q-DXr z%Rk=&6-;)6HF-G}BiU3{LfBx}cmJ-O#@(eKvfjem-%-{LuNFH@+z7D=_=+Osl)w`sUdl0PB zWr5@fncr$FuH4R9?%eoLBH z8ZcNx>p);OgQFE0TALH|Z?WoQ45Hf!ReeFlrAh*%ufY^lb?5Ic@HvoLO-_?lfP_Jw zUA_pL)xzR#YLjkA7xBZg2Ym{ul0sO#Ht}Nx3_WnB-Jz?Ok-0IzSfJ+KjKKyV3kiC_ z75wJTun`87bgg<{8+~@q2Soy)$3^|H)a9q|pwJXc&?rX#sh-DQYuI9p!Y~gHjvOp( z1ke)EAnAz(^E`~e!8;$LsnWVs}UGs#pl@0q7#)9>!v6@%y3jPN7CuERuxA}I8$LL>19ZN%s zESxDjt%!OVY5rO3A=-=gpQl%m#9|PpT>NcQpUpfx`jdG%?B+Mxj8|z~@5w0!ylB{) zo4yKrC#Z4~_MAdb&y(bY=`GvOE|fs?OFQQ0++GtCju;R zc8R;W0D4NsZ8pR>9<%IqCUtPpcFlT|AP!?Y z7gk2EE8x|VL_P+$zl@uoKu@Y%G+9Abfq8tonlz@Hl>v4VUIkN#sZ*b9ywe3|=uKVT zNm8ib%BrnG>L*{P;DLt}85HYmyybjbKe>3B=*udv{05uj#oT9``o@1-Qw5w(w{BdF zMzyUP5?@Yc#ymT&gRT-Mm!#W}SdtIIVL>3^lI{h8YS2|J;XY@$7`Gg^bP)=6BSZUg zqQ0#i*ye=<*E_G1RK|OJmpSj=&&iku)lR6~jlU8~&8*FXCuqmCfI+LbQY`*a8$8_Y zT-#=l!#CURdvgXDp#Gr^N=t82Wl(jXMjQJ~S`q=-$6Z>wK@rqRQtL z>{XeUvf=UE=>y)6L81b%lm;QPUo2%6_!xe{{8)JS+>h(xMJ2;M9m)K)1_)cTu38e= zlwR#WP;#o-X7PGZsJ9xljmli^d*Q+>@jJy9-_0kB#?gV}*>nWbvr*L_zW8mF42L6^ z0o!>5viZFce^KgAE}nY#!^9htAyCi%c_&8V;uxsNNk2f z4g=|__eO?n0GZ1~F3hB=!Q#|WQe1B1zuchql85a*#PXA*3sfdv|GX&*#Kj*xvx-m- zGX=e9MczQ80lN}samUo%FFp&Y$dQ>I7o-0+99I_oEN$uQ-R)Q+?ft5GWe$0K@#v(o z&)*cbBetUWYXvnN=4{WLuo3nl7TLg7AIj1B9pF;Cwy?a+YMu(Ewz@vN{O)-o_J}e; zu5L56f_T z;~xiyKIjYPLlUXpa1sDlRxPB+&3HA@3iE?)Ht#0%*jdhXH-_#V2WZ{Q_l54i92_uH zN<*JB9B+KGJ1%)@CKAcTT$Ev9LrQ(udFCLzQ1NJf@pr;$<{*!5_QsRYp0YY-Ng`h- zEt>(}a@W%MQF17=(tX{ueav^wK~#f{1{Bim+8UIlNi)eyEQ4P(Yz(*l)#i|AXHhu- zI^WH}rPDiaSJM(bIaC<^0&R9c>{Vdp{FhkK5c!KdsFJ0ti9+Oc4N~hFWG{!waNB9= z7Y}#giY!@Ks=a(@KY>bw5hu@w?KPw0FFy<5hN1nI<0o%ncsEFD8$%ANEP042cY!K08@i4p(Z- z;eITO7#XjFy&_({$bl4u_We?`=h04r;}clwyNJUT?5uqm?SjjFp!II zwv(3)kXW%v505j`MekC`?z*M->5%Ye_Y#S`rj`yVGPK(V%3?fFllvXKy~p)}ZK`J{ zr~PsDp&auDK$a+iTdGs5x@yLIH#HC!9yM7X6nrZv?YY)dbh& zr{||pEOCK}In<%TCg-%@)A%#~9!tI3CRF|#ztlLTtA*@hbCSkfvlrn31g^I0PPlv| zSn^7n?HP0#8%jW+yH#}TO<+~Ti!MG75~UI4#6qX39@K~y%Z7@R+E~q|d*=3utNuP? zSZ`)#+rBJlR&M4jmdqBT(_Rp{ zOIo4{o|mJT&EBvSp|hwx}#=DgTD$EaFY1apk$?SB~Hgt8i=)uw{J&6*D|%H7aZrza)WvYwrJ zCEv(Y=TM5E+xa>H015O6=i@ez6a6ISb)3mOrP7ka-;--<1*HC39jowt&ndfm<9_}6 zx83~-P8*ug8$_+0o%iL7gG%Y6yTNibiT>zs23cSK%4rrcJhdfR0jr3v9*niez=SNg~$^Ln9N; z$NYqTN#voKf4^m;`!d5?j#0QDzW106u<7YpSn7N5VR^JGifv$2i5_WajKQmnOA@XR zk|v5H0l{I9s#L0qw8%LcFIV5XRaMXmkR}#%GFb}ST|Iw%Stg3o0LfgpLlSjeyBg>M z-!U?vK5FtWTzFD-x9H=ECR+0qsg#>gihcK0>cAwf$L_w(g;ckj>YO`5x^i83!68~a zt!9f#S7g5^uGD?o!ub7&Ouh`+Df&K6SHUs#A?GMCY_1+QcrDuNYE=G2`i2gN5 z{3D1B6I(?2s>?-~Vh3j|F#~AswuHg?fsA57lq)h()!dOx%UG@ZYG=KZB@TK-0W0v9 z=LY)vHqn*Z)1+{hWrfK=q?)=5SZ1qqRZxVUV4JCpJe1qA3O=Qxf0>1#sQC$ykYRdg z=g=yGgjZvvmh$%M(9(XH0dK*3-_!>K0k{=0F?qUQC=~)k+4>^v6yiFOE;5ilFH?3! z;a4^hP`-$su^>2XT$6Nyev`m{;jUzJ$W;)OGJ=&1cd48ecR)5kJzAtxa8fE6PIL>i zo3vpMd;_+I;^p$;W#o9NDAVzec9*4_P3dglBObioayHas{XAxW)?6I8JHt6~=AlfGB!A(&jiMtj)}l(?qLd_0?07hF}RqJeG?^N!UodV6WK?51Q+HrDU&;l~SmY1)a(HEn4ZG{mC4J2C*}Y-w_W}*nXFIr`uWx zpK6QWl*k?j+u9LYA>pY+w6FS4H8Nj~tQK{RJ%TsCXQ%nI%jV=Rd!QADl>|F`?!Fsf z3<#xT5rhis>%>kkU>F|}3b&)3mv+(*s~T-^!}j;}%Um8Xkx*B}2!2AFfk)Y$xd40u zdq#f^0|sySdXt*s*Qfn@a(hx`FtERBMJYO$JNexco*jLv)qeD#95iF7RHYB`M6mYk zTi*^TA86!4vP*MIG2+Z+eQ`U}a`Gmru!SHBDttWF~x?BZUQsb`}hB{hJ*{P)LR>Hr?<^jUsQy*|q|) zbzk*wNd5wQE8AEcE$>`;4ig{Qic^aKmE&g@qzVNoo&h77!tV&Fyi6|4^>(lyP&VcG zfi5DzPR-l$4`lQxY55{%>gQ>c4N@?PhE}a(REgwllyj6B@Q9cp;uay)D%dvYeIJi9r}ck35~4(<`;0 zphQSM&B4Nsgdy?qx(O7$(jhz)HNzlGmqh0XbFzgpR}1A-i_7bEFO1lbicge?zJ}0% zvUm^}2O*612C72%3mH4uv(xOq9>x1*lbagM_q#LZYE2@o7O8F>7e>(g?@7|E%35xxFE#@A2O<%JZu0Cp4m! z#?O&I%?cxbZ#iP_Ce6&XOSRP3;a2j*Z(5c32(0BcT3O$|Y6>RNzJ|`zN;V8y=qq^1 zWW%5Z8ChEl8$OmtJkd$8DJ@rP8#13r{^PBt`BHiQ_rdJVXUnUTsM3R&uc+d?i3~zR z{Yre$Zh^7T_MW>n;US(a6gSI`3G1{R_NoER3J7Pw?)dAl?|1DYj7A18OQ20iK+({k z7mHEw^bMqi+fU6rLkkzi1LG8@Id}qZt|X~Ig1ZJ!ug1%^F7}xr?Wd5$*~zQG zoh1C5u&+?SVK<71jr-148H~h?gWwFfes+AO&Tax7Y?!bp$^%@BUvLnNUCqyyX`h+B zHEpw9jR`hdnvhlop5DCy1=W+lEMkWfWUCoyRxhCwgAo4z&BFy_QYGpn&`fv^Wbizq zXc$Cd8t3R4G%WN-y}|gwsP9s#DBmrR(zuw@)FeLy>zk~`nbdwGv`izyefCZHQ>o<> zgH2^}`!m>$C?!~rP#c@L%F72RvBiXU^`~+o&mMlZ&lu4S&Ub;cCGoU-X+kDZL(9D0 zswm)s>S@7^*+pX@!jvTUhPX$gH|^QOG29m7z1s-Ez;-?qjP3}Zh9sIgy1K&jD9xk+ zy~Gb)66eGIiCEv(u%#!Z$-Qt?QJdU^BbhcN2z)6gK_oEeN)*1UjoK*+O!Pa4PvZM{ zq}+%6tNYH)0?%BUG=`pD7~K)ehjQW*3vwR5 z)p7<+i-;){bW!t5DWGYFqN>60)qPviK5bSYkqqqVoqDAR8wV*md$3rkMlB&FM{Mk{ zk%_ur(~H95GsQEI+eoj2)p;u6`Y@58RimcpZzdF8Dklc{BU{(*eEEhrno%ig1`g}D z;*YbVfC!4?%ng>|-Dr2uqHyBMT}uM4Hz)+3S1sXmu5x|Ek;;5`8_V5&y`Q)(gU~~swichNBbgA~-%F)GZ!u9=Tfaba;AHWwXQ}@E`j4E& zlxcf%b$EB8PC*c+d=P1#%6%Dk(l{J}uhB5vNv+QVFtq&Q2pm&wdBnVS_lk7t>jG1> zkj#?}gBGNV7^(&v3)DDyF~@&NlY?ECO4fk#GLI%sdvIl5yH@?v*(;CO)7IWLNX1;H~2ReI$DZ0l4Ns1}&d5w5PcW zj+D78SrMviR6F?Oj~k z&(Q}Xx&VBdpI#tf(q%m1#fiIoH5(PYDav zI%okd>d#i)Gt8voRs$hiB0BnDqagKhv087OH}9AI1=evP*ODb5OTZclgovoI_Az~?AkI*kqoSzA}C2c^s^=|CVD?5F-usq?`GmXEaJNlV*K5>Kw#H(n$Q_Q{n zeJ40VC#|-3uT9Qll{(lAqY?pdo~c!p#t8t&ZV&_AE3nfPwbM(t2>m@Le{8&jLqFZ3 z6aSsREiL=9wsuzIJW{`5aK$GSsU@TYpJb5}$Mfr_{IvI^$Yjt(k7$Mlq#3rfnHZ^^ zK5B;fX2zw8ntL>EsiG<^)S|yns1~ z>Nh*++g-T=t*6XM@Os(Ep!TsAD^acx)tOHCa0Ac%Lqpg(!b8bY)q$p$RNm(->qz`s zeRcH8do*7!HLG}yFh1hC%U-^2pAzOl5b#K&;eP0vI0uaU%Y^`_=lE%}PPn%!0vuSJv|iXmc$ ziBTw+k8dN4!b3@&?)iW0Idz!=D#1`h#qZl(YcPHy7{HbRQB}$!qxhjjcNSGW(Xu#N zX9+|GqS((g!w}xyU$DQS$mi|2@e{}JJ176VKec&@By;$;4xd~o24&&hJC6|q?=752 zCx;TfB@5Gkd1|^-Sl3YfW?_tgh=e>9gOUQV|I!dzE1T{&%elU4B^6`Qfy?FJS*FJR z8XA1X1j9UOKLp!a!h4#vaN8lf*Wk8c6Q=ftoSdr42L1QKK(hu48n%4eP?C{^h>uI) zsBq_((L<=-y={$TP1VsrSke9~6CZ;zhYq6P5Tb+EB;l*5+C(D$5;?mR5t2iRI@*UC znD`NosD{T_n~@J_ohz*`&fH9sV$R6Ur-`pIE)DDvcb?Cm3VAe7N!}m`c<|To z0BhhIY4eN`-QCs7Ww)Lw{w@2W;5_aJDhgi*`Emvt9b{2%E=xcd34pTEO&CaKpdi(K zW=aJw`u=pDC?TjFVdPMLSw7t5k?9Bw8{4Xarws07V;ifgD|mISRTUkt#_|X8o`-F}%;R?ey0ojhIiF7ajmh5^7O3ZlbPRcUJ2Z z9>9%6b^Yi2Yj^$wE2Em`3;diXFg&y1kW%^Qn$&DXLWLa1fA!S%Lsf*pOBO7=M+$1h zQ4B-alqcYm`f23GG;BR}c@8`~%{~I(qkOQi)YdtrG0S%SW?BAqyBZ4A$jwbBhY~d} zOKRT{ObFEVw3RvqEnSq$!281bn-?{`Qhb#RU>i>wBZRE~{n6xfqIa~tWC_rd07M%g=^2O_K`cTVS{%Vdarx8ZxjD4( z35bW^exV58pGGYW4Gbi*`QweX)aD8wwc>^C4~&VSCNu{T!I!|{4Pa%1!Uy((|G@8S z3n0(IxA`_0LGH}Z`gjdom9$xd53`7zg51>eXp@kBtz!0y^mILKyh7lMhtQ`x^7HY@ z8ghMym{cKXwH5~A#0@2SFu&w&YiVs|_2}tBD25?y-bZx95;n$Ptv7u2>fvl>isEyf z{BN^Lu@fonG;(d!U}`#(rp##@ROH6grpV-HOA??rHr=FT#D?uvpczWCM3@legZzD- z69SG9FeU_fPZt7?B^deD^)Fkh<7l~y3dK1J!-n?ykIMJ%x1qjds(x_j`kq!xiy$>Z zi-_Su=rl3dw*&Tg{?5>2At55(mwY=t7N0`DNzU5XH8GfHxsmuTd1%nm90&VD=7ahM zE$8GiWoSF@#DcNXA=W%0`PAa^8aBX+bObs zzj*Dx6bW@ppBL^=5nnS@(eeAzA$GGU%7`E@_wCCV{heY-s6nZ4%5@$^c~KiLAj~;6T#e<&8rgp~ekS!B)*(wwUF|{&pBcDFiO>gT z%7rS@?vLL?G=d3)P-Gb%JuVc%mf%2$=$BJd8H1&I5-sPiRMovsk2ZeZ&GkM3lsqlN zAfr~Webx`1baF~>KYYs8DH41a+`w;=4-QAU@=~d*3>T$l9-_qul!a&?>}+LDLq#({a^fX?#wMd zX#DkXbsb6rk2xGauSwECd4{< z9Qw)Woe+nuO-_bA#>WIirQMQe+)Ds%%ODkEo*3k@B3P2&N6P|p$`X}WR72;Af*bAw zUH@f9Ub$F&JBoM1x$~bn3d7d+YF_bxt!;#=?^jpt^z(vHvSnO=9WC`n?r9C-bysB8^(bxB-qAnu%f4?WP$$Yr z&A$o(D5xcu_?V$&jA=ZZMvV(VHk`*7^g;(v|k9}bVOy>hOE_lL7#e~9mv$G@ez zKcp>HY6Ayt#)QKshZ1!}mdP_G`9XX9k4idMrdl=P11KI>smLsCT zG=ZtbEDbD@Qmz(`hYDhBM#R`CYd7Ye#d3E>C5$tFTP?nWa)B%Xp(OwxH&MeN;`xV! zrr8XyG(G-*bNe+2M}G9D=0T*TOm z(-g0xxTt+caLSh&uEs*aigIvMq4M2!ZRh@GW87l=4h?jp;vl{~=Q42zMPGNt1d1}O zS(K1&>)mY>$+L{=-L$iXP>YHY98)vc%dd}Rs%)>JRvAd&x!sH?I9TDbU|`pjl)2;f z&h6j5d$S61hSNzvlnKX~qy)-0d4c3WhXwm6Mmf;j=BB&z%D=R^k;EDtE-YJ1jU=9# zPYstDM34WLQGT_qVX~Pjt)}RFc~zJu^prE0ixi%N*NTpif^7=!_>19cQ~8eP@hcpMVHX6Cp@BXLS&O3z*H0UM zFTR`CE+}%NrV;?Rm1A-uF99+2E+U*hLM5;5$;u%wR}&jDHm-G7v%0b`i)V2FMxqC^^wq?m_ISsIV8l} zW?;%4XQ8X%#s_B~@GNjhwirB)sNOHQqamC6W?pCs{!vtQSZJ7L;CZbM4|g?FPOT{X z``t+}IXh!`O{-;8&l#S*ck@B&UOiS5Xt|<%V$iaT;%(5IZq= z`r_gCG(~*ya`{f0_(PW5zJSZrig%{B`^1 zhrj>NQ3JX`Td<|b$sP%OIwcH3i1GpUw6(X*)|?`zcc5#^`>6P|x+`=5+IRsU4)t&L7VE>~Q;PsU6@A6bLH-f9@Y4Pppenora1!s+ z^JR7aBF)Jo?~^BEBd#r*bmx*WU449Qg(24$R|3QbLUGx196M+`#8@DSfzxqeHGu#N z3UFLu<}}GB_Gskz{h66g9Y*xJY_hU0l@Jq>3BVzNj3{1-CP-nHWx%~R0(pI#f-iF3 z{;g|vIr+&OL`|_Sa$m{lTY&^>JZeNU48r_ZOG<<+V;DvXwkfzLwO22j%6GCn9_|_3 zPK#zgjwj-9lYE6gPm2djc>G+|FD>lfNpOwIM+LYK zX!J5`3188sTWoxFIs?r+cEn~^Z2V&C zU8v*URdnrlu>~#!{?t^)pyRoX28Z}CYwHSGugawmmalS>hyAk>BCPE2!igt87#n(DL{DEITVTj_#gTxh6OK46 z+lCd6xEpP2A=kbof$#3Q9tMM&5A2!p>Mw5LcILn75bGLF&ehT4!P`sKnHDZfcvhsR z>(efmkF-?J3CkOH<>pV;h~sD=ptyMX#GruEltGb|fH&hpD4e5Zy5U2yPdRNFG=o@% zYS`uY%xlDWv4UN}s$`dGsVOOIj0z&}9=`XCWBB(36N&(UK#SO}o43cu4~O>3%ZiJt zNnbeW-Or+jgvjAWEeqE}r5vr5BZbOO+RvpH3CuO=Ny< zO4%@IUhp)>3-go^F3qUEoI)7Ib@1R#HsHNU{rzd+YK&v~w4v_sd~f4C62BV^{L>l= z`X3LK$6ylln}P{_R`Fa~8Z}*|DH?>zdw*X>1;CKRW--0t?Ot#c)_ukzhqKe@{!zYbq!BRh9Ch5$*Zg#|3qqL zwE&>R1;IQ2iCl37C}XE70Uvi451RNI<7zPIuQh%a@;7WMW(Wz-9IPsx{ydbo3PsVG zGVLGcconkDRYk@yh-pmCt-!_|sU|mfwc^!D!5vQFaHCmEq7rw-jGL|r?~B7_${WEZ zy#{xY-q$3H=wn)8#U`Q%Bmg{mU1H6ERf%H}%ML+2vkFKurM!ZhBA5*Zh99n{e+OakFipEJwyTv|<^ zU6-RX|HqRLacNFGv*R;$4B|gCS4XI_DZ!m)3I)qrIK%zhMOj}+aRvkSWNR_2zDJk>}W=`$++)#e{SUYR^i1Ao?;(G|FrKAQGw9{ju-SS}>ck~rBy{iJb(A7Qo9~iTnCrSRSEqtJCEO*rFmzSYQ4Kv$akESyPC?xW zfC=h)=1i+N5pGtvav^mITr8`lc0!*9b8C)Ytb`8~pDdx3*wol?B6k&=W1yp}t85rF zC!jV~R;6qBhz859%Io1oY0iPjl~w$gJa6dx7ZOj>nqwo$^K%0OtX;R$!bJlQg!tS_ z0}sYA+|7-MVGzSUUtCJ%d&RgMOm3cP#S0U=v_JOJ#J+W~KRmvBUid@*8#ky+jEHxu zI>?jLHFI zK(x!Kt)$VKY8T$EOM20oiq26-4khXw{UlR~CE)9#5^Zd&F>pi_NO=LZ-ZXnRr&4>4 zCO(q5$_*}+B;hxPt>6){jUUGI%ekUQ8sl@4-)?aJ;rZ_EJP$9qJE$7&Cd|u>i~h&Y zGe->2goLP_ga^UM+!PanL+#VthtD(E7y^;TkCJUX^UY<1ZVO)h?Uh>#TTj(v} zLvV3`$SG{yo{K;Ng^<8}z~@oJs9kOI^`tPoKkP$Vyt(By8qzp0eE4XwQFSy8To^|| zts#pRE*f|$>UBqG;K4ZDJnQhCU2BU11a6h&}QQ z!h^2l(#L6;Wk;@--!D1BY#<2k6&w{G-li%YLwy-I^GS~v>o8ZOhqrBoS+83r*A zo4O_85c+3m@k0g=9~0=R+A$?KxD-wkYT;Un_x3Ctd)Mmla5?NK8G&Di+SVpFn?;FG zYf|dl%)Z?XmJc0@2R$#l0od5EwXI@HYwM{^xNs&`vL37t{&r+@S-pRz%~=s^d8g>gLdeNQiS;hearTJRYC->JCh zA#k#;Rh}mFs^_Sl202|?okFiSWlYW>fpeAG6V5=VOrz6DAYIc6PokbFsit<#2kvnt zhq}=2`FJLtHcA;^ixS`^p{Lzo7hNffX^f!Kd(C^&^-94w385s-9~pc**tNhqMA zqU>OB@ij>Vq0G~%nYDyKivspqU_&`A#6FAFX*x=E;gmO=$!yNj~!*4fKG{#=-O35HQbpIv`J>t^&Y%c zrrXf2Gj?Bm(>}NcSA>1rPCn~e?6+v z8Ihabfa(lJjiZX8k>Ar7tHz%nWqR?k7c!N@AqJTmB% z3PuUPIUX5VrGhv9KYP~!A4Qe_XJ%X4rUya-A%s9kLMVnJJwQk(f`A5;PVlgtdg`6^ z^jyp7dA7f&r>6%=q^J}K1%H#3`=&nMa4 zSAOODX5PH_e!us7EJG<2jGAQ`Bf~K&R>6d8y~ebo53gA)E$Z-)+*A3#-u21Ufz^x% zLTWe)yqV<+QrB$z%+d1FDTj6pwmeDFky@6tV-Wa|({Jz;v25THr;eU|7lme+m;znH4OhWT1$NRWb}mE8(}vz?$JZrB<+} zMuziKH?c+q!xS6`vx{MBl%R&()MCsX0A6+1a@p{K}?M2?4WVNFLN0_Z}ID3!gB9i~lt~*yg zX=>N-GEg>9^4i?20GzGFJpo=zPb6t0snX2I^>7BrJIAhE-Hk%!++0+ezi2h%PZ5lB zakR4LkTj9%AW}p8Vba5^Q#DP$br5uAH3=dBH?l|WL_JkyDkBIZViiG{U-P)?ENQMX zKQSY4Ka9DKEJ<4f=gQ5-ET^W=l-uK|?{{GhQ#oh`@PLSpn02AH{8qmXH;)$jDisrC zCbXA@qqtvm9_ILQ|0l&Jv@;Fx#J;JeLS1ile%jKOe0&bcEh;ZvJaHmLvzz#!Co&pI zEXS>g)oQ8O%rw(%n);y5#IF3l_+p8!q(t7p;6`J~hCw^vp=nyHg(f?tsz*IAGu!k#;67je6Mx?HB^$e#UVZ9dZ~`{0gG+K zb|<=m>W-^d_1V9kn!Y3{<~vvF3sA@O^4|S3fiLzKKY86a6M3F8M;QUv5P*00aMxxx|5TLqpy#E$g!k!!0YIHX^EezyLBZepCYF7B|7r8C#YNJc9}0pb zFzpZnRCmCI^H1&ONJzj<^ovDr z?LEH!m&?^Z2n3N+Y`31fG9kC*3YPQ5oDu{_VOl<85C^O>P5u!`NwMxA!apZ#6zQL= zrSg)-(Mi0}=~zV2SQm{Akj0V6_<)05k)$A=`SqTPa}D*ezz-QeJHj;=e8Rz#0f>R)a3 z6Z=;PjY{5$0J~P6$v}P1NNlbapOyCxbm^~oCX!aQy2FcMwl;?xP2aR{!T4b~`xC1Y zNH|e)6KT>|b2LrdFi2WQ9Q>3D`2~doR~$4siam;hF3&W%r?wrLSz{pLWaF~v7aJNs zf2iOWNfMpi|z2<^eh@ivUKWzsw$prl!%4qjcE5fkzW?2NG7BzgmEWo7=+OIut`zAWCVUk z;Jlu#|NWQzO-6tp1ZwKJDt;)5jtWFmq-+Exz#uEfL}8%XE=e$&$d`=3EePl!bfkr2 zpSUFhL&Eg#Udb59UL%>>KXe2x+O6nbnDNa|CtLl-{*`4t=7i3`-d2hWKQ_Ux;utNwk;w5z8L}8FnBW_xBLRLAjyaK z7XDIA;24hhU{`~?iCbpBQPat%{Y!bh=V8GSZK{gFoP!!ojjE$&8UcOouC(NWkY z7ajMy%1X(G;uRg3jtSHup271?CXd~n49>Ls9BXPmN^wFgWXf|GKAO%0Y3!3ak51LNR36vs>yGcq`3 z<0$&+*iPCqa3KBp$2nt@#Xdj8iA8&~Wy4^5=s+Gz!$~IcqC;RZt=fjanLEv9Gm~Xmm>8(3^a%0;x+`r*Q z3Bk=nrtdxiG{t=8J{8v}pfd-n%;v7puZaE#Dc3Y~s8({Qm+I#unQ13>fq@We$eZL_ z!6vE~PAj=Y^A$qpbqMc1z5xf%6<@w-%Jle001fbTMMY9t7%;#6^KWx%jp7pdLR};E z?_W-C<-di*MUi9V9fRU(5m_2r2=wsx8*3{Mclw!X{RJF6UM$Iw2e3GR#Xxg+SsB`) zCCCLg374=uZ)LgO*aeJYrg;lJn)+B*B!rVVEk~2Nr7^^ppf?!`g_LUeiY@2AIBARl z`v&%%vqI|W0Ph|F$UwLx?T5`7a){9uykx^*3lcUy;lUvuN)#q*k{^)KEG^Vv)<#Rp z$*@liumAu+07*naRMrqMaqKJB(#4!MH!)Wo`NiAA!Zl^5QTEG_ShYto_9x*)o9zA?T3IP_VI0qw}x-S1+7*n|A8B=BNesS zd05kdqd3W&uWe2K4w7a%)f6VUvnJXQ(kH9nnZ_n_Gz7dY=^)r!RTJiiqaw80GIR!^ zE+s`=i_2Ce#+xWFGTFgb4kc;_AY0jtV1rp(63OYeB2f8tbm5*`lSQ4v{Apm%Tro=c z+|W1_Izk~v+4z%*?y!r?{9!0l!i~VvL{0n4SOSu9HT8aCG|{83e@2g&xc(nKPwJ(%xB{k*F40O1MFYInaR< zm|#0tg~nOtZykYZqv^Eu961#u0v%%A<${-&DBgc~+L0z{G!w`$NK{8W%_LLBf`AUj zlokv3G#28mh@yxOZ>97OZI$HK*R@lJM8mM0H+t5Eq0h|tX4e_(d3aN4TCh1UUd23! zIv8&spOu?Se8Z6~2ygpr%b7LV`TgMB+zIf!VR2}-#anFY=nTTyJ=Eum=cmStO*WG9 zbcg|}JAl$01pARMrx5@Pyg-9lr$z0s6*z{SqSHxhcj{L&ZlAAKFiB!;G_6`0zGBkg z$HXWbUoydS?Xls3c*DpdpG(UZmafw29~9o*)w=H2qqhJJEQ?~=3cWmLbH9ObQ&=%z zMd5e2nK(;-aZyndc!<7IakbtbZqL`8t?yCgIqLBwZRFMc3sMIPsTVxVUZnW599>I_ zm&`{R2-F$OXQd&jETz;C01tdDV<1uBz)>X6k{4vm2TnvJjh~`uR#^zg5hyrwWwqm_ zT`!r^t?S*c*S@)CQdrQ#H>dFbtIlYA6sQW)_rdxMoS!IPVnqNM-Y%UqeJnQlbYSRD z$SN#6s1FFG80IdJuj4uq(o`oO6?6E=;BL z$8`lXf_2_cSXQ`;AV0TRJv*dNNPLigj@yJV5*XYi=&ePG(cu_b2ud0zi}H>^L0dp( z?g#>d!UIP*QVvHM82oR-K^M`~hiGL-C0yY0Ko`70|Fb44e=*zxq8&Gm{BDOnKC9rb zXHAqJM{~%LrK9%gT8)y~hbDmFASKjXNOqv(;klDZxQ2kd_yxTl zUW1-_S!i+&9e^N7Bjk++g8_^nd~XOKf4PPLw1X)7i^q%hSJM=|8Fw@Jsg$n+54Zc0 z<`9A06S(EwS#d58H;;DctJ=wvvjj$9zgh_`Opt^%K%?J@nR0y8#pk%EsU12R%P7@XZgW2-uKFjm()rr&#%@#VFGe#|7 zC_33zzL?TcsMB>bhA$M8Onk`#i>RXYcH&D%nU1s(cqBGf0|Qz7lRz6Vow;H;W+Th( zxLP^reLZGm2 zoNO4x`G9x;?VY*Xe*rbHhn!7`3Vz64xFWThzq?DrUj0Lt8{f2724}t;{ud{@F4O+u zl%b~6pq!#3E>jSwBAUaKD=nce1V#QI9u5; zXb*CZlNaLbVPqvA?5VP0&CBcBYS=l4n}B2FGX@<73q!%%dI$8zK-OWBE4+%T94_o+!7C+U zlIpviR8L~X(FBQ0U(-FmUs86yBs@Xw0L&ph;3>l!`z{81|y-1qliT$@lhzr8a)X?D6?@Lfkrb|<9cnmri%!4h&2TtR_U>ZK_8_e z(8acQrP>8oD!E^WZg8K5Ou>^8(1C-wnWeDr8dNd#6DcXKM^|`bM4T4dVJzmhI5lhC zc0uO>5UEW*M;db@J4_xNMjK7s;P|Zkv6ENtmVCRQBPimQ=dJ9MmDj0>HTK{r`W3*U z!>k9wCb1PIi&Gan-2M_SC>sXtG#*VcQwEgLM#+b9SHbLMb+CX8-P+KyHufV`1Pa?--Qg&Deot9@Hsl zrcmmlGdFT`@h$crPRx}JgF-d#?|e5^HX4SniOTDYcG^iLbm;Hm+yBb<(LJ1wRXZ zPw)&mtSxf`bBazUWaa%0)|S1^CN|-Elo^jV5;8QCwSRtUI?s@bjvTS`Ekvieg8~V1 z#vm=u!-gG%>{>CFrY?JwMZ_89Z!U`_oGo7A=sWr|L+5G%j|(ueaPWuXg2Mt4M;SSq zGs5C>1N=3?2&0~+xki?w>R@tE3;8gKr}bbru7SGMG!1_YSH+pRT8omcWetkDqfG%# zC_ePfB1rewq`Bk%2+}7>Q3DkEbnC3q^T)2;_Nf%*w=Ofeg-q-Gey5{KChIV_ zHH`PFD2UHZ;(`$8{YdbUc}NF=dLvgS9cevAQjcFiLoF4k^6dm4g6^Qfb;rP%A)ZXH zea+G!)MCGUUKy?%$QimKcgB5a`=P4R-d(nWN@JZ-%h|HYVSzfRGtt?4P@eWtE8cRU zo>Nu6-*>stsR|ehLwvhSFmDm-h30K&4hL(TXx`Sm{@MKfn#1|EdE51Q9Gq%!ZJiX> zM`8Yk=621|HPG5Afrc2qS}VKd+oOhxgm~eI_bmAR z7x)wGx#J%=E`8SG34hUL7yOfd+N~&ZM9<*|b(w%e6}j}xxHxUr(W6eCxw#@Wxf_rVcZh|ngUwzwI|i!_W}?>g zCbPK@hL(^?3WNZ3x{7gKgMJW*J+ExeC zbnvI$bEY~Jh0y^xHhBUh;EDXko{SW%3rg2^3=#w@g`yM$*~zR#jzA+zq20jpg?VRi z8-P2+x=X09Cbo^<9`Q4!`K&WyZD`@RG9iFN5fy~sEAwoFfCP>f`tSdC`~p&AzhCZ7 z44vEt9lJkoiwb_oZXq`d?7v#|uA3xysSaD_PVqv>0V1%-F@(Nm3_=DWIJgK5gXj;c zw*GT~l3c_C5#a9pZuh0cto+q5H|)2uRPR&MWEzAVjX_sW*oofbCGCUlF>aRkH29u)Ix}qZNhI1H@93iD6gk%{)ikHks(g<)1H}9$F|7pQ@ zFcF-z=A=<|=t^~riQ~}Z3GHx|cR^^^AEk-{9QXA>-u!+ZIiHdZgLdvp==e~G z5z?3BCk|C7sRojuc_|erT!8$NA_+PsUSCYPJ>FZXcmWf6LCB(zsQ;Zbw5uS@d1MMN zL)kEB2T#~l39k+LB8|YD>BEwNr-n4&7Jd+R>BE-qI6onvz)76++t5bm1jysWHlWBq z+eZKy$Y-tFbE;o`?jyG8@WoFzz*Zz<%{d& zgTjf*myEzQ1e!RD;Nj0i(iD=PbBhGW8)Cp9coO{ZxH>yiJ^0g`gac4MxHZ% zj-w(1icpAD{G9M{K!-Bpqb^gH5pWp+x=*lnnaj0#sCcMOkHYC-zgU(zft^V!29siA zJH(kttyGr3@{GW{JIfkpeY3kbA^V!gsLyvtuS8Zf8qsb-qJ}Y7)beGRk6fweNFA78 zTy>-zUu6rS5w}J+IU>U29#Cs~dUD#M{X_l@&R3zHs3Yu_==r>F>I+iV4V)JxF-Z{;Vg;LC`l?maNa|!!>+4DKYvILF@)?6ISXlWa=12hTK#Z3aJ)KHAR$cRyQx#k& z9O~osTna@g?Nxm`IR+W6#@H+8Rz63)r31r;TQqpATy8KEJ;JGrHqhbSn>?y1lk!{y zxPR_AdSTjEJFm?RU;n8jwD?l>B9`OMiB)CBuO>~bvbidkY#6kI9GtO3{G}|Vfk3

H211 z5rSbuB$n{vo((ZNQZmyoRQt7{3Nw_B6#okhTS1B!;uG5`D2yaOnOBEGfO~zc~G{zcz$ZU&2k==p*J>=9?yvqL3ki!2Ve{>(=RC4(;N}tSR`r=2B>V2 z)DQZkSP*ASnx^G525q&9oNg6?;;(k?hYZ|?Y$kO?zd=?7Xq7lEE^0=rpIE-`xuX9+ zEQDPonvuJc=rbFsRSW5i>mo{WHHjd=tvGVNV&3Ep;-?|*FsQoL*F39`P zCT2ACs?9u!X2^y?I}JxuoB$IB^2SIzFu0U$q1b&cRdlgZLZENBi&f=n0wbVHPWFk^ zYPJe21`+nXL;bd+kf}tN@yvu)kPRiO<5_+Z1;O zVGbUvFE~`t$wKQR))8IE0r7$}62p9*6jPGLf4eU=Uag`oLIjHLjw`^0`ly)0M>5mq zI$lS*CE@IA0p_>j!wUv%BprY|4CY#m0)+(gm}~j85h(1iHz|d{3b}z4ueN+xN)9F3 z784zTSR!S3{DGZ z?O_McWNni3Rw<|0%#<@^1o%UM%PBcsKK6W8K}LD6fc>Ni~vGlI7*`zkz|?L#?IbO5-^EXSUgr9o*ANJFVCf zMU3gh`b}_pB-uB)jdgxm&F5|tu|vR5r5uwI9T;e<*uTal!&)HTBWWs{jE@3;(arT? zr|&vjxbU40%FhIvV2_k9838f~z+#W(nQe!*4g9n)F{kuwzecm=5E;(4xkUJD5^U#6 zFUO@xll0VdU1CN-e)k>>1UzEmaOZbB>HvAY>*zaIb3j(>J7eDHYU0QoLk7G6Jm;K$F0w`TJI9<{u6?SzW)Pbsp*Oomgcj96Vw1 zm#AaIur5Kfap)lynk7rpgK35apCb1zwSxXOZ^m#eZEj04j(;NeKFLK?}l@#zsE8;IEtVa~cCqoTCAtj$PN_xJBQ zz(R3p;J!N=y66ZnmtUYbZZFF+n=Vs^y%2&{vO55FmX$S5DJxs})|jL(ru6KBebLF< z-9W3EI7mNhEzg}a=)<m z_h7#-f!1g#= z6V)08^8k_q*9C^pSH(IXDy=XaxvjGgF4b?LJ2*0M3?vG&hIflFa>6YL=wM8o5v}SA zn-M0#YT6VifX>j?fLY@-MbmkWX7iWdowe-M6%|RYpSi9q_t@40c^Q|(LZ46WU#M0x zM0fQg8CZ(G7d~FOE|26tU`{Gu?IHlC;CAydWWof6I8O{}w2(v-Yf@M6(&PwoZ$wgB zc_<$p?DQEP=~pO(da&c>yVSKmz6mkB8s6V`{Q1(#+IIwyLvuZZDvbRlaxtutq@-b2 z5+(PJQpur2vEL#qrraJMtkL`nJ0m*`6bvhfBg&~V^%*;&@tQp%6ufT+F0!#oCuYFSVa}2|63un}grAsEf|M603o^9I#)?a=& zv~k&i(`aH#{$jb_IGE}U#6#hz`i<_3MHd|SI72hMr}_gZ-@}uM(JU$`?4VdeWR*R1K=6>3L|eUQ|N4Ak6I{-N(96&7CTyp{q9%i@0=) zpd7g!7!vG+i1im7C7m+{TkfI#-|j4dMUCo~-#9*1j6!>FLewo|!MkGoQgHBVO>_69 zs(-isEvD~tzTb{;Cw70v1!|uXlm43eOCNO4biD-}OMnaYC;#!D`OS+l0i|8q;O)V;c*a73fYvZ-}CiSN+Y#p?u)T*arJ zl3R4;Q+Y>dDH-zKIGoskFX&N*XewEPzPC&SW2y^5~X*GujlrC=={ z(|?Qcetd0wpOC?w{SOE&8$7!wdMztFB7_{1H*Q2>GmetteOs{KEK7 zRcE$5#s{tTXiVwR85uiny849${NGIp{Qo$xc*EXu{>kz~@p_+uc2W|#U?uC?GL8l&Br>xobNHp{pf%(b5|T*n%g0Wq$pUC21$X^R}n0GJK}@>l}a< zJR~2s#1%{qz{^0T;xfS4hPE~LgFh22UYD>ex87pr*7aRkc;xz^!4>kn*7tqCB?fw_{`bN7A)ya%-cx~z1#e_& z#$u!(xH73L%xosy`MR$e(Jhtkiz_J#8N<4I&xndT3_?3H*u|_Hw@}Fbl%u(iXpSb* zhl0o9GXUo6@Ymtia7vb@Mloi^Jn+}L8{Vyb00BLCTb4qY^vxEUTVGNebZ}N~t_AbW zb`$v{OVTI8*mUDfiH`kqC7vDRaVKBimJUPSL= zj{bruzqZT>?ieIDqin0B%fAWU$FwBJY3t9H|8I6oWRA-SJ5ceq&Oy^cLn-amt1u>q z>!HEX;kd_9ml_O@I3Sv!MH-Bjl|E|4A4mx?rg!M5oYSWZNbwU3pPv_`M)|1}_rhH4 zPLQcD{2>GBX}AX=6a)9|051C>hzdMFpQGB!hAKzFxW_rBR)`Wj!y08+3?MiFXqEsv6yiLs>CRUg z7^nWq7cF~qz*Lr|x7Ssj}@$-gu+Z6jl5&cM9x@7H&?dtbl*#(-Di%M8ct z1JBHwqf64J!^{ungZQtKh3Sbd8U%XYb5bq z-hAmkv`g40e9>~0POZg+&Po;Rf-we)NeCk4Sjz`jIfj5kFMJ07GB>tQ? zf>sEjyJluY%)FMY89kyNX!(xm(^OPW3p(#}M6X?C<-a&mj;}I9B7;8yT9SK+UDbbU zMv5P-xqk1fWX?c8`46Bo4F1rXD_VQ*1#`jaXt!P`AFs18hdi+To)Hm{j{VA;pXLiP zx#u{|FrVySkU9{%uoxLUTU2r!+F&pq`Y>K0K8T0j zRgwb%TkX+cHs;yN!;wCthc_~eb%?7pbK)>xv!NP{uQvuq?I_*@83=$;E+Nv|5w1=`17?^H56))xL0x z5FVOPl9@Wvtg%#qdJ`Q`(U;|@ua9J=uf}a`gPneAM#1s1FfsO?vlDI!!{mUjqABwJ z@#Em>WW6sGAN|+Sl<9oh%Zp!TrmUp>WHzlaNPhb#Su3QdfGwg19OV1p?$3G z(!$Yh(f&TjyAQ_Jo_nDM$Rmr>UV+FgKY^A`?T~~;%+E`f2;&j*ea7$s3WgRWj`jAd zHKR}rYI}FZ>y3qfh1=(hy>fi#d#RM~q7bWm)8&&M!w$9cQ0;ZTR&~rhd?gmndo#Ygf4qgo6ZVj>Bez z-;uk$48$P%ZUugtdA+rNbWnX!7K3o8J~1IaTX74gRI9yl^FZ`D#v+d$NC4f22fWjX zE%rhK6EiBbQB&xj5r3XDZjR7GILV)$5fg=V*ON7QSekkp(gp1cAleYI9fMvo$IEigyNF>K<3yu zCybT$#Ly)9tG|Lm(A7!v+I->y(Ot8wLLun;n$K3k+KKWhs8F;xiXlFTCpk$Wg)5xL z^E@eDz^B*hJBG#*$fK?=mRFDhjpAH(kEy8BAoo7d5JDG28hPp9q~slWZ8| z3+S2gUAn(Bsb3kKao2+{n(oqprP~ahz`F%obTC`Yt6IL3_?!_J?eaT^gnaJsK<~p+ z*!71(Z@Wqd8QTsoP4D7r{r2i1`CyR0t4_Aup5ASVg!x_s`mlT}EOsZ)cKn3)qov1tKFmEer=6~ zTqsdE0>*uT2~vPgli<1_$-aqq5V=~T1-tXnthmVB^d4PsKQlip+`OlPcZ4tzJb9(E z5EE&uWJA0(i>CGH)Y)pL^b;8fulb&@O8JpHs>Ft=SGrTby}BA&_22gLozCN^3Huj} zpW<{qkyI!-a=wJFCtBHP{un2H zTeRerU)4yPMAw!z`TZWL6KjW$4ZEawI+B&rfz)ZsjC ze(yvBF~j4!=jr%=k2xWNV?`ey*42AZc+fYFmFBM$8qdWo%RkK@Mb{`92_GBbnv_D- zB4^wOr+R{Y6aRSbt~j%if2ucAyf?n9uU4hRdiMN9eZ!w`<|^)AQ`Z$YKwt7DNhy~M z=#@i~9|>M5DU|Zpg{j{{c+E$6;5QMS1IPoNn@D^%ZD?n=*Mx7P*!)AIRDAn}gdBNV zt56J4AXor})Mc!wY$U}CHy^$i8F0%>oIXpF4<#z)nBuk?XlzbV6Fj1C+REoU9WWgD z!T5pLV>AMGb!+WiWQ7cxIrqC}qQ-8<=J! zCaMc(k6bpZcjR|&kik=xWv0Po%jv!Zk1!NSj2_>W6>@}$r%!CDfn?} zazI*_m}8JX%vKpE)0e^x!aF_+mKpA(9F7$S&(L+#hu!H|VR4nx5quU|nmvhA`{AE$ zISaSVRh&Gm(T4HHOsTd1J7fDN#szBsV@)3%X?so>h!_T0vgZ@)abP7)nnZWyboBAz zusi0De_Z7E3B4pP9y!ct$jeDTD~2&9%~&LDkiyz-97pUKhA0%0cHnq)<8cGW(eL4G z4+1+*>$l}@C%zWsE@mc%{hPZqoT=YC$ai9D_b&0y)Dd&pM`B|&AI7BZQYe@^_>!|L zLr3#PtA$RizwgYJ?>v7pQ+h?A_aN`{S)S#zMvjBc9oEvZr0p~Y8?X=-fT(O3v;#UL z$QgsujVaz9oEFCNc6<4J=Z)_kwmvbDlH3_()^I3ZFn)HZuWCQ!@%GGe6g$=$FTT^> zgivLnKI(kF={iF1LS0kp^@ErlDSlHK9fS+nd!}Z>O^JklbPw|R5$$3j#Li(hm3o$_ zVKCH38R4*SA}MHQb@F?R= zq+)}$Uwh(C(3_NW^M{J&u%4BJ7K33-w$x2AU8;`S|GA-kB@qTnH!LxDQjg9g7wJrk zi;6sE(*OGnLd%B1-@zc*zS3Uk{~a>dzxk>ZZ>_&;WUA{F@YdWpZ`=dmFp-Xzi*@Rp z*_>-VhiodX^pXvOwjig;ok{QX!uy`ayXmX zcUj>Pu<4v}ww^oXpB);z4(by$55qTY+d z;7wY#`4WVZhj3lQuHcW7#(Y4G8wN%?Fa#c4l==_o_`l$rJS;TE@=enUJ$g!H_*zJJ z`mkOrw46$URkp10YqxE4s#2T6D5iY1!FW%bWD-BM6S~BFLV}SqJcb1siN5?oyu7e2 zhC8FTGi6n3dB>nLc%j`@Xoqa+;KBHFW8N+9bAuOy?t&5n;e1oeoGC*jn; zmB0^PQ}{2IQ;=E7K&o(D9e$0Z!GUDBKAP^(p+s-o5IqBY3bH3BC*4R8$(O==#*7M7 zD~XP$T2zNlrZj%V=8BfzLVl`^dZKeZA$4`0H$me*P428m=W%eX#;o-_FTfkL#Ie%i zE4BOBIo{XbNN5T3LKIB#J`%iIctrSl_x$^)zOS_Wmg48XQxe0c#dSXq@O9^1eujf) z;rB9eEY`8yfX;!-9_|;{gI}q!Q=?T3vFWT}^EMnP5^2wF_;b zhs6@-CD)?Lr-=s_a`ZZXy_iCp%S% zpTd=E_nd!_4^qQc7a_yu4}8#alE#AV_oj?=vJTebxm7Xb7Op^(D6J2XGlcjA&CHsJ zV#KHH1ZmM9PDu*-Wx@D`M;51*!w%W~5Ue7RAb+P=!B9R88Q`3%M6fVxq+cb-4#gGG zypfiOc7aQA3`y^pJLZvYTJIuUn3Yfl-eZ`+1pg8)c@bSWPon?kStDP<$%Aj&B{4Bt zzG>Q`*C%FFm90F!(r4wC7~$c1k}rDB&;jE}=o{&Mi^Upc1BG>38lP|gbRrr>03PJk z&fw@ySvAQs25G9+9a%l8F3V9(r1XK6TG`-o9qik~L-s=`Z_yYB3-21$FVaV|jnuu+ zmJiJ^54BAb>UTrEe4pCJo?IwVFsOOL&P}eW$@E9tc#1iP&Rw$OsAPB7$43p@0{(ME zL)6dg74hs{u@M8s+^V)@TRnO3fN?RAU=*aV%q>_}!TUU-!DueBr4L`}4jNDwJ82G3ZgEJ%+mcnRJ6UB(1TO2DDdTDa9>eKN< zLVmnw?9d}i(w~Oif#qX6cd7JJDso^UoS!pOv8h1kCM?e z;-T>Ns};L=Amb2;CWQ&?|Aa1@!s=yCNDF@0&;-Nv$%et!ZN@+-?}J}W8!EW-Zqe*9 zgChgHk>i0N7Yw4R`*gisFr#E!rG0#5!(dxXTK(p0ZJ`xO8(%qseUl9l_(;yb$n5|+ zk~=T)YJL6leCRI}4K!}$7;X+}{<@KgKaL0u#bR8;rOT$fM$Eb`JP3uU$7UO0%*L~P z%U@}1+Riu4w)7M}yY9IZkR5B19h9f&_YW|n)qob&Vk_@`)Zt+r=JN2ud{ti4ujnT8CV#5~n zirEcv_P~V)q6;9D>U8`&kr>U!VzpX@Q}k=J`-b^%$VngEcTwJ6(f7H-BZ6PW4#+hI z^yg&wfG1c^QB&#S^hYR~d!H1~)_lAaiuiXY_dEN^;o}MK?LLKdmuhRiw!VLq)~{1a z*ATQ|A8xA*#`I11uPbiANdG3%Dpm=b*NE7kfv##NimRmd2zJoMg(fX)7j7X z(1841^Ts{7Y1Ni@bmSc{>78>^76fY4InK(>XL*+5GD$g~I3jn2T5s_+6I)xQ_AeM0 zIbg+>^Nz?Sco}5eCp3rQXj-(9N}Op2bOu*O%!FqcihkRfdIFcdFlx>AV*<eIp&w0LZHpyAFQr+XZ zAAh;RGi_eTr9kM=H%7#)^w%hn5eWO$XtrSUgg&rnJRIE4!5`TRcFml4xxVlf99&1P z{$W#TW;z&CIkbC_+{JM-i|3CUo4j(%7II8&bAspgB+QB8ZI|FT=gyuH%m23H@GziC zYVF1?1sZ9y#g|gMMZ?v~rI~5}0+4)Qq00+s_(BLwUqB6=1$X_A1`j?CdGTowk0bDR z&60E$zG!PGs(0hZm>62WJ@liKM)- zfqt*#-95@D{mUQ!3VcQRjINzFY+_QVb|V>FxPRl|bKr7C+2F2ZY$HP>gART^{q~;s zezWT|4qf=5`R%k3anR3=;DeSu8b%XWXs-;P`Q@h!|LGE=egz(;KtAa@N(&r1f*(li zRX(h9*sOcL+w&#V6Xdzxc=yPZXn&v0z#p2L{8epYpCHMVW#LqNhSZ9)e8yl)+rolr z1F406FvybIZPcQm1U>`Q$~R|cPMGC&wsOKVg~c!!#eXe=IrkGOvCH7Nj=A``wadY9 z>7;30yCn!`CPz%Q969?FF|Hb=^29si`uBWd%K_0ZvLfR?O{l|ww}B+)ACBB8dn&JF z-5%UYGKN727>mN63NrR_1W!lH=)j1R!CIy*w3u&lhV{pcXt~r_=j59D!Tt3-Kw)WJ?G|UF9i6C{cI~dHlq|TcgT! zwN2cp=R2cU*qPOL4DICx4J=h(9np8tN8@^5C1n%@B`T9w6rRJOOkP?)U)VK-b2p+* zvGOpzaB8h35CyVMnU+LuXYijmk!J+kd(LRuXP3# z_J;WV7v=B$?Djb+St%k5GcpOzCEGi1+)8prL5iwrFn!*DWE5(idUV*zLgYI`?6Pnca(y?=)e=)oOJ$uJ(!Y$HDnpRX4>r|o`yNM2#kUhMA3K{$AYmHfE`cL=|~$yG?St` zpP0}sG{SKqg(^wZxKDh&0T-%^zu8|6w2=Wr5?A4+lZ2cJ@xzgrz41GaU z1vBj5Jtk~NXGGteBmA%L?;JUFaa?!UD1zT8h_rZj>;*}DNl63u z*i)c9mVtlwuHiYL2a!&>HD0wQ%YF0niZ8ZK;^NMD*>VIiLaQ^D_9 zSh*r@EV;c)=(cAE#)gpw-4%X%%4~6^o?J&f2tbV0toW?FW#W;@F-d0S7S(YSM`Xu& zTZuxv)QjFh~uT2Mm5^bj%e$wQ^poWV~NF>hiEJiq2qSf}-%g zfQhy>vJ4pCj%=SjW|Fl`q0+!RlbIc({u=lbSwN&I?sc62#`b}q7W{-fjD^Cvg)c1Z zjQ`W1o|m@H9{ry=Nl`&9={P4;4sxNsuaPi+%}b;Dp6nAC7)_Y3Q|tg6V$U#y zmL|r_DG*#NTy1K4%EhWgtHI6x=A#>rdyG*Qfp_e3MJ9Zhhyn@BAOgiuI3v3B!;wi? z$B&NcrGs(ip+%|xjtTKWQPW5nEDa@f0Y5t`qqF6H)z|KDwvIdHeN@cM4;D}O`Ju!_ zKX>TxSvNVEQoXP!H4oiyeA2Z|i@tgrVdp{HvhbH9hZ41erO85@VGuy{0)E8Kv>>Wj z8)os{M`S^$3N%RQ)g}x3&q#mo&krm}o&VnMbN6H&J*vmf@Ky%OS4Z`|Z)UHEk4WEN zAPT$tq;d7FBDtSZvN&xh45)-ynBFmT<>oB+HLy=1^@|^VJe--f0@{t}!WF{x(BiaV zN!j`2;=5RZ145{PVGzw3iC(G&17pgQx(1D#vu^K?z?pTFJMth(OiA>P_4W(w9poMA z=cNgSa9#c^%PA?Et*EZEoG!S;onlOCByW3c6j2|ff1n#9^Y~Ry<;4HPI+K|jYLLF zOu%1;M=$eNlL^V)T5dDVJpjM4-8ZGx)$8Mf$VQh8@zrcNxG?pDug;hs=c|uwjhQpw zbs353+2bX<)s+s%Lo%(Ln<<6O@Sy3vg3TUX@puo{>ZETTb+rdjTut$K;caQh?VISz5`r^JT6)Vd&{Blm`!k7Yu zi<{K7)0A*u?{@)=a4`X5G+QQ%Znt0yKpb@v9*e}5pCmpZRGsGYY00NPKYBLppSzD0 z0#Ap>Q#!Cggry|<#D;~0b@BJ=1}pv%5b7!I;A(h(>6`&zo)`^$%ix3C&N3aKmc8OjP2d!>c+5u zF_XUDj+`=txajX@3>)1mNc%l7C+ZXe&+(F3xw+UJzh>p`Y%E=p{uOLLpGgW>1x@#V zWN75o-r=fIk8R$+mlR)Xe9*lA#eO~af=s=v<>N?$#f?8gyOMbk;84H@O)?{48_cDU zeC)nSUCpe8RQRTAkbqnG(+SxH|CBodH=6(eKmbWZK~w@h?#fuYXks+Qu&3Om<3@e< z(3P4+AFkW|c@ae<2Db9aA-yKfitF~7pGw(sl9wCeJ71OMxCaum3wYoD{PWUem7h7} zGW3#US1w_qSa7i>=+TY4iG@abWKyi=p)N630DaPJSkLMMf)jId1q(L}1Itu_2A0=u zc6e!3R~wA4o~x_hd9J46a#?+o!NPKMkhj{av#%zwvyX3=PTuNXL0+mM48@Fv_jafw zPl>_IKJv|q!Vh&WEIhQPzu}QdnjZBQm^jLp1Q9s3>!dMZaZ!<^+iz3Gu;A`mZH18d zUu`rV{ovrS*=tJ99|SqD51!F^LH7*m_Gov1?>B_d8}&;E^#P$cCx1w2+xjm4E{@O29}IPg>)Rsl!Nn8C zsA#&V<+qqVFE=#(u=7I2C;Kng|5RR4f3@h!6=d{iZ}EeM9YD$uMZJHduR1m^#D8Kp zf1k$$7&EpD;~Bj^WMb~l%61E3$Rs-7bBIPT zhYYWqxxg9Jg7srJOXBh`wA&@8)?nUPQQvg%QguVc8LAq_YSGP3eOIn9zL5%52&D-I z=ihFjKB^QSh2l?O-0I{qN4yoc!uw@Bun=XtlxC)X3!+WK3xRFw5PN0k`G&^F&Kua$ zbG52Qs;G!f$e`%MSE5xtf;#zzP+pz7XjMJEmC7M7C!GwGl5JCK&Vi77ubjTf{C)Dq zjV|v71H;zW&|uT;@!}(&VW@lJmgTSEgO*rmlq^oalcBk9#3IkFa&UXW!E(s0=^l|n z!+RhHG$HEP-WoXzN3HnsV8w$d0$1yFjNj>HX@e4nbq!txZdd&=^07s_zWk&y5Vr%! z!9}S_5E>iJw~1e8Ya3U;TvYntj;mKmZ?vKRIj;YNsnMM`g3^S%>aM|SfHw8R-KNAF z5*Wf-hJ3Y$K*^%X;S6KG*j^dl^E%jst#onv!xYWE&pVFJ5p3LdsV4KA1LwcZEi2>Q zqjOShu>a)f?h8}8hQ6(2Xd%77FRVFf?2g0p9|jvQ0^~a9V0XXt<@%=dF>AKvyHCkE z3Y%t(?B6}eXTNi`+%F9tknbgA=RM{=CD$ly&lnpQqE#Jnt+wcEZH4C}&7J4tV=$19 zHirmixD`FZVigd=K%O;IG3hJwJ;FnG--7XXdn*;WLc?9&U?^Vu+xdq-+IJjz6t-tH za7on121EyDB=%SutWgPK5Nr{;y2&_U*k?t^!yW7O!<^B*I(d2hhLuS>#2YP^L+gLL zxbSZ~4@XR&7Ok3VOi;?c10M|ucYy?N znxixOWanj*;3ak*N0+3}2ZzZOB;*8x!t#Wy{QF4oYRkg|41;Y|lJxJhRdt=yzy9g6 zSd}PUlJ*XmEFTxEd~V3qSZ^^W4f=G;30G*q`}i|>m)+}1U1#e+KRq4#X)w@w&b1aI zKO|`*T{g_(MuO$2+Y__%cjM+G6#eV?p8@{iLdgJp*(MYFz_o@aUcm{9L-H)@EcVlC(9=9?ax~mN~hF0DZMg zZ;73dTUg^38F5vn4`)vJ5JLZ=@RovKu<+Wr`(ov58_!+(BDbXM6bR(9k#JE;wAZwt z&VwMV=JTQ$H_%i;{PKJ>esQVKaI$g0<97lqTF_`Gn~+z1X;tmtww)^f>iquG=fDE( za(lK>g3d_n8Z^0E=kY_j1pgh*ix6Z&Pt(+ixaIl1V3I_lP1`_l^Uv$=lwTk<>E;~y z7taW6U6Ylcs>5&awkkHsaWqSFvl5pVz+)?4Fpj?)#_>e35Yn-am|+l{tVFy^PZT#i z9A)t5#GC?Ahbt6`(>AvDDsM3M82d%hX=fS0Q6kG=T(HF1dajh`7%DAcS-udVA6*gG z;X2S4>7ek74p$&ouzpQczQ0a~-RX^-MpiiOS(Fm4Wz=Lhy;zZ>If;AijJ_`WtCPkv zpA;9PUE!`?imAOLf~G`w8aO;MY$-(AxZ71iywxK+H>CDuruX-zIN}=?+TsNfgYveX zz5Mr$XKH`m$>V05w~XH?;7wl{HN70xv08fe92=8i)<4R?NM#cO?A53Df4D2QD=jKfBb} zu(#UKbmC$YqpxhNFjO@Knd=M&x?4blLZkFicGh?Wgm`;(2~n$J!+ccJz=I(}qktd~ zV!CMRNgPH&P?0vPXyidhR9m=jsz1DVVlgl!%ea-6xu=ZJ&W=&ffux95$@st0?0Qf- z2|YXbncd7`tIwg@u~e6v6Fuq|mvL}G>gs+g3SIKj%*f4UA=HdVA>zr(z%z92qTY}& zA-BlW-n-nd`htg(v}wqjPH@K*Fz|Q}iwJoI{k=Fip1RUx*m0%7xcYKa!@jExmWvf8 zL-nCcW+N4S+8h=}afw$_=nC&LMb}z|I?_KdAjD76EzHY%xQ|M)1llaV`JN=+{aJey zOg~+zzY8)*3Bw((Zn`re(EEZlVF;%A#s~SojsB?HdQ*=!H0?N9UH{ejdSmg$hQ_k; zrlzX08miG)R%R}4HngS2{t zVE-1g)JPGTz79T<>`*4H8E{B^~uVILx*qb zfO%nF3URF|0pePpsH#i4wDgCWgyNPpgMR<3IyE?{7Wb{cCi$R(5H69JAYsjAZt9u5b0^GQ}rw3bgB zp&cITi#$Vp#Uz)f$Wq>9960u~BH|vJC7Bcc%uw`OQo+#-@tNvPX37i)Bx+SkO05u= z-&AWHVd3^a30VaXwoVhn_n#JwiwsgK%fujyr^#@(p(!f;i*4tG)a#c;DS=*$x{8Dh zEK840%*p$a1TV4kIJ_inG|f>zkdTw(xTh1c3;s!hS6d!1E=3D**gIZ0H&3zgo|LF) zA2soLQCpow_}jGaQbXst-)|@KoV%m{iYbHo4(=R$$Q>GDuL~>E_d#gi<<7`?I5Yia zIMeV2XX?0I)PQ!Ui}{wh8`xlu8PmfB7JbhXzf5 z6~89tEKHGA}OmRYo$7(H-M|_8YZz&i# z?!;jf1llymFl$HyWoB8O7>t5Q?-}3hIt`1SkCDazCMI8@5M!kIB7Pjh{Z|OS1bM0w z{JM;FgWnN1>dI9KAOQX0m*uC713cL%h+tgu-3~pRWfKEm4Fq8AP%N6v=06Bw6ht8F z^acNi-tAHW9L`pz0yHWr#7iw|qafhfc!@QM@?53iE4G|Bn;F4(|4QYab5zb+I7?D! zqac!1?L!fqZ?bwv@$vL>u*rbfxx&zAds4V^o43X!2+`PJVnwy+Z&O%;8G3_dgcOW| z2$I7!hVulW5rh@Y1KvgJ7|t+Gy2T(lHH#2!W)mf}hPCHT8Ei-#Ar|qY$p5m_TuGBwvrD2mR^`ulsK`S0| zRbFs_@@OwxS8)+dJ&t+~cID6VJD)%u~ppV*?dP`Z-j3yaywV{?koj&D(3Nh>xT{*!_i|OEEe`9 z2a0)G5iTyP;90PZi~77%iGlupe0JWyg_OB(c3~d4@V_Rc44%fDVW}aW?nsW>Og0SK zxpNaJ0Sto*b%)$B*wPe9+4<{fj?QfPEq}UxAc{qw$?yR>Xs^{*tO0(lQ&>*U-yD~dppF{2G(ghw+q>aQb z$=Lxb8BlnS`0V`GVPO;=osM&%-A1*hCW!d&>CY|xHf3SLm6%iTI(|;=b3mSFgys3$I5_9RQN84H))9c+J41%7-1>v{T=J;_R9A9_8#Uu; zXX?7#U=V?X*y6i_r7K((R5}%JjIH`+7rY4uu`KC`jz>}$cfOa9oiDYJeOy(O@fkdb zh=*#Y06M}MX%sX?>={-Y&5h2;Cb6=dg`$^;MCL<@D+8iApt*3Lth~QKr~M{T z#vaHFHovV|la-Gmh~0Px3Z>?nsDc+@FLZ%W{5^^e&CdS=j5)q>s!=?sFc?NxtN(g{` zFOeX?!XCM4u;@P?r=x^ObhRr6U{HR>M0JIcjeL*VMeF7QO(t#%j7vU%R8cJ;49qFm zZ#JorbR2{F~V1 z%pmB9>ZkSg=mlqI+BU$;ha47WlaP*$LKp@q9W0c-kd=QoFyG`%yLdubG#_8vJ%1s> zK#Kajb?{)liDj2cQFcdVZfJDQFvTh@#Gc`U`V$`gZl9H#Yk}jZ?{l=RFqPBy={|fH zCfbrA+iV=ndyQeZDUuOdB!Y4@_ZS#f@7IZ}pGVKvLA`&vY#em?MtL7X?TYH?Dwj2J zu%c`jbO0!bCw|z0Vtf^8Ow7$S@kLDPbZ%R*c_-{}=mmPn#!|-`^U=8F`S+4IJB#J0 z8IFm>OR4f74pb}#N@8EQ***7p)y4!cBFk7|(^CDJ-rrTd3!FCMz0pFpygA zsxWBxsBCy~6+QmyAx~|1e+0zm9Ah>PBvfV*@mX5 zfh!9(I9ZQa@gxX=sRtRMO{C1`j%}YBR$ofXB-Fq&hLUNeA1Oh~Jzlvw6_{#l?aR9G%hT{!fZcdah}R zGj-f6ODDQl-}T!6J7atkYM*kQf_Q5h4F=Q~yMD3MLf0$HHQhk~`liwbqp=s9=`vs5 zC1@Q<F=fWwS#Elj1VBEGY zS~!CcY9w|6nUX(QM{ajwTSW!l&7cGRaOU9LI->>68$A1>sVC!?7d)yH7;`>AMn^}~ z8yg4lK}&=*8fSdHr_vd@jy9bq;#dNXjT=a<=QyK3-(}I72}28a*5JvDiZA)rN$T_x zate-B!MZExA?hey!s1Nloi$M*{j;|av=O+bF&gi|`Y=r9A?FTqnT!`wA|#g_9tQ6oZTNcOgKEX~a#!c0IWIxsFAZ!{t!s3eTGjzR_D ze}3%0x~R<2^47}5f0_@2MLN$~o}7jafn#uB&>$E9Cnm2dI*yHt=Md)lXXk%;wyI9v zadc~&nrMz155|PKlQ(W8wxi@$F`P?5A;i~Y<)?!C^P|qy>`>3Y_U$&`8WP({02O`w`Xf=b!M7ZJQh3$R!S5sTp zwW0zlh=>$Hh>D;z5v2(P@S-3hAm9b*O*$BQPa;>P6QnD>h=P#NdqPABNS7KRG(kcy zfshaa$;*AO_&lF?e1E_@2KnjaoW0hbYwkJM9?8f#`D#koX@zU(pAUg(uXz85c+E2~Nc*sZr{U8G zcD%2HfBZ+`b4NN*_BZ=K-#9g}4P{(bZJr$ARe-&-c-6PnShZA(W()H%au>)LVjn6` zZ|*zVlF$Y&Ul-1qQ`8yaESG0muG_wGC;9M2o#P_m;Q`owcO|u8!`rZMyJpeUzZ=%L zXo5%05zN+An_B-*cOtm~>u2&q7(u&UC&m>`Jm3b3s)==1-}D+8C-a5-Vwj~$LrC8u z`M6%+qtDWD4II}SJ}BItBsUuUsriM${xE~}pDY(o{PFN~&9jT_oPO>a;U}x%8`?PE z9=WlbzS^VD*l@L&aU zWImswOIt+4yTaiK2h?C7OG27Y^`nh2fVM&5*Wwv2UCU%_--w7uuOhf5KWeqThqEg+ zCFdR)38iATdwj)VnXU7!p*FiQ)!pA9ja+a$HYFM^3d-f=Qtws>3>4{%?mc3-oAZf` zP~YHhC;sqKmcXqMo8E(K2>91UVI7^v>xk<1)5s^yUlEv3IA|52h_+{LBk>tF=;eqd&~V>fP6J*RQOSaV( zgtMDFn0aLc?Zi2phwS8ICrpdIcWvq0z%-))m7&?@$EL%CAN)O(maxm9^9gU;;u%C% zVq2KelGkZqb^h6BJU6P=jEL_RaErN%tB|esnOK0p#vu3jvvQCKuYW;s<0jH$unv1| zOn&V#FSKn=Xd|ZJ{7zAe?tG&`ZAEGq%5lCA0S?>QIE|jDCA6#1s}U1OAX>P@C7M-W zn0QPJBK10NX&`>-CJ2SEhA}!gh5yLl{XEzT?!{GzXK-ST7WppeJx>eA-A`(-ZW8 zp!T^T2ER;V949}A#a39|sqOen)}A4BaCekC3bIfJh~ix-X>R>)*_$Cmuc+`DP)QGL zt5Ty`E!tMtSJ4JF6V{_X=mi)LY$T~P2mc`W^y4KOYu?n)t4KC=&2|a+&23dz5vI3h zSxcdozAdAFFv;A1{#S#FH@;JEW@yLS%wQ$TI2lZQ0g^oT@MIr~bNWMUBMqZjmEJG_ zwj9O$|=qC5tE4 zaA$(`3lnJ<%H_a3_JlX$GuUY3LgIHHHgEI(t5~%oRTiYoVL+Crs_8}6#>o1XbB-2# zPIWkC|CS~W(^lZ0cT%gpeKXeD#Zus+msT2E>YQn#$R=EKV<^C?R=bzSP9K_rngKg> zrz+L^5H7qeL2Ke%wjAG5)2Krr74i;XV*F9R`I3wQc*|q+?#4Lp?BKiQ+lfXex{$7I z+|*ZtKt|)u?{!%bMSJ}&gsF?>Vi$73d931#V55u8a}+d*W$Oc8u)gpixNDMh`7eL{nuPyS97W zNaRmjSZ&&gx{LF=3aK)#7PsZ8ukt2_O+>*m>(|fgK3aCEuYpivCQKXQaqV;X4Tqjv z-e#sK)8Qdm;!-+kb&b?38i-@?S`@?DPEbD*No1=?nsg@aXvmeW*J9^ut(~NrjHB`-{Ft^LygYwDo z0F`QdCMlndt>EPnkxlOq_pBqql{ju(p zx_Mx0C0H82yFG%Kkej1wr`3yspo3&+a?f#vO9*~n$uI{#C7Ng>=tB^SAB9>?_n~yr z>w_TMR0{r^1sl-!k<$BuMdiV<{WO%6 zBMYj?R{=ZeS(HO}cyd@4EG>#cJvVk*GV`f;{_uN9IedCSS8lD;o^0+<;%?6;stlfV zaWTS1>C$QC7x_KkTLcWtWGbq->H%d?M8g zv-eM&JYwdAoC=tmlM^LP{<)bM6P7XJ63W^Ew2a<~MF^qKIjMPURvlWYbtmO;+=m0) zroeS_D`_-paz>Sw4%)_Fw!myH*(gTEcKsWYTi;xuzO{>%OqKH$aGI+`tqOT8$BnB% zSNf&oWTXel{=YVd+VH#s&7xu}mkoOG)ym zTnsJhq&Y#SM4k-usF#QpK_(Yo%8d=I)Jq58EkMqj^k%}$=a>Fixjq1WyO5t7NxxF_ z6k$|}4yG?TF~OXJiY*92RU;8no|wpb4E8PiUBS@U78+FZa9as{qSwb;xyR(NN9>oY z8(#Rxle0P?iG2EbJ5n-U{T{c^pfeP@{z-`Kj`AfJ!HufRyyd!lmdYy3jXVrKb&UMZ zZC5*a%5q2mL|{SrBimkJN@!#g5T~>%*?Xyqn5i)fk&!LcRRTSufrt5kr!AFt%lXtt z&R^Iy;I*0qL0k14KUxy^t_)#TqBp~;ocWBG1=kCvCs;E?s2nvi03 zd~_$?SN*L=Zw5lALOd|po~%+;LCs;3TaG?nmNmLHg9G#g9hLp;QNo-S8oPnqh+lVT zMMCUdTqvtH*FO2l1^<<$Z6&Q=Tdog>5Na|wpunTlAhnw_5)*6?>kcg~<9QYJKO`OJ znw52@*1wPDdi1H3SWEnYhCKAT(gS}b; z(LrU_6N}4ua(8C%-0Nz2jg{4_SLa)N6dN4U12AiubXT^t05rOL1gBLbK*9Jed@XhB z!oy&1Vs2Qvu?VHce)4og-`=kIxZ7*HwndXz-^l?rx|8M#ofaF)rFTtU@GOKSU^R3R z=v#z!j9A)_#vO{@$!%YZ2ENm=FbNSprz`5nc_dagv(R;JWjk0e@AQ})bX;@haz~K= z>O|2a1+SKTtmGK_UT9CBn4|)ANw)fp{6dE^+ z9lc4h?AZj^v7WSrw}P3Ucb0egYM?#4pS?mxrj2K)_?}z!$;mxY)^c=Z2>-&yniogy zs_tT+_-=zXE}^LBvG?b9U?%QMump=E?BR$Nhr32(Kx?@zV|nnX`>6hkD4J5cx?7nO z8hZYoMXL210tT>zx!OxSf+w3u&%MPs{aTz&G*w zD=Hf`XO64^sUPfSOiXt&lY%OW&p@Zaa6@=ibyYKc&_tqxZsE&=B=G7D}qM|Bk{)fRS(Md_TY*(`My$uRG5&N}fqh3)By z?aFExbJca&?G(vIXe&6YahJ4rmjD*R{9}d|UuFu^-ut56DHU>wl*YZH;k{`>ob|}s zjJaRsFrWKU3tJ=SuT~If7l`#o0R4szOQznK*C32NTQSZ(U(x^yYHjESP3md*c7gJc zu~CWMn>zu3h>oPgBoob&$GwEDm$Q;4!~ItSOn}gpytop<6FNOWJ*lnoK!hL~3hl`Q z$zRhd%6d>P4N62=vWihtt4mEXhvK1u-pln_tYMTDYU=7Pa|$Bz`-cR5idWeLi&IZd zZCYJ%>gAN;QCc&I(H0Or3kZvKcB&Ivf}MM2DG@56MA_0RLHix*IJI~evfEUl%io`R zZSN_QbHtnD5RvFTD| z|Mj{n)yrEe>33_Cx!4{krF>&DgJ=_RCmjHN`cD;6$!`J0PGGmYnnH_)1w4a+Np`&$nuZ^B`+H ztpx&xY#zIwG|G^xSZ?+R%K-ez86Z}oyv)Il01pFop^(ekwA7w_!iufNuG`rl%dqx& zmiP408`Z&W9+taKen?Qe5q0U!G+w}WtwOH#Y#w#*A&PjC#q6xKR?x4 z?KcVp^)9E4EiI!V<7w{eQSAxs#sPuNq>&wa_lJD`&0pO-SS-(LU*G}_TNp#gFo{^p z;AQiGyOX80_9OH&qQaq|o=o6&qSL&dn}l0MpFXMOV|SRL_{z4tmSKwzfvrN{6Gyt= z6B(xX-qo=*R1u>}mKgHJF!f||xGq?N2tIYEw(Gu ztf&$!1(`R{T|kmOb*t8!QoytL;3uy_J!8L91Yno>Ip;;!eT*KlWSR_|SZ8FpdCGr# zPQOs;iU4ibu6Q@yr9St%Qd4zV zGBV(eZfyOl8Vs235@|O3)Wfg&7Pa0{yt1-L-yAX#3S&~qzT_^KOM^!5HoHKNt!GSU zxO6MLGZW1^2ZwY=n1*0mFytQ&)8_1oojubHE1&vGwf+H@weQE? ztyAGKe+}jStc)m36pJ0FKEc*c_*HvHzle+o&XT8>$qB^Sqa0e==x}Slz_kaF(168Z zrce0f0wpBA5zb!&`;pvf88{=>inPXW8MVHO1Vtp^#PZbM zm-=m;HD#~)4p;k6aLzABuKK;p_s_D^ZI!wZdQ@{LrF}Sb?gG`@q)3?)4cxs4s^27W zUmL$Q3X4_KvjCerK$akr2D6nyxP;?L#pJJZox%4++Hdk2^9$GoJ}{%7=a>n4*erL^ z1QH#!Mxi2e9!A4nxkfY)o1%*S_Bjjqp~vFserirDsGI-N}R_v<;&gGl&j1JQ=qeM!5f`o zK?(@lp;kX#4F{4&yuJjwI-oK=IrH1-Aj)?!R67l%GHpQxO|;9$M1IiJtXdxQC=Ldj z38Jo%-V3hZwWSAKrin)d!P3f|XNJyAphN(&B8{XEVILPLpmSN5$KEr}H%z_eL>2UN zTpEWHR^#OH5;0yw1_`3r zu1JjO7Vnyu=dBXiL@+-!DE^WPosR0lfbFZQNLnAOWvzj@qQ#C~jj-7N6?l3rL<3;^5Lzxh|D zet_qL)f>08D%5i0MbIh!B--^DYM9BR%2{YavXZ37gK%7ogDA=OPVJ^%cUtb-X=N$i zGxozA9?ac8i^hl}OZXPak#3nMnX_#UCM%OB<%b3Kp7Aonvm?l>%YGFVg3E=8k zU3ZvmRi`|Fd9Bu7Ejg06G*!Rwrk#e|P;*FhaY$T*h1(JhUS3wjTR(=%R%BvqOg&jxwLVp!)a0CTI99 z#tjNCwg^<*6C)w8#OjQh^un$faGZR*OpxA+ou`Ktd<`HypB07PA*B3o=-I1l54wUv z2vMmY-MQSG6wy+lyP&yc+@}h z^V|sm`iudZFF)q|FFgMMQw1Kg+3MuUulr`iLLW3;;%(O1NBt0VnDhB27boENAgh97 zeQ))H&k%XU$G`FJxOgF-I=z z7Gqd_Iy~zq>t8MR@b7YRWd3~rE9~negRv|RkdXt($QP{mO6lhseOzG>W%T1Fy!qF7 zB7@U+Amen7zF+^%w*9MCFOC=RoVPx9t>M3*{Jqv6@14F1dEH}T4{M4m6>1awhra8` zqmNilm8>W7{YMi21ggfr#gKU(^cAmJL`25#r_XNOL$kOjBK!OBkFQR?)g%BJnQZyh zPKg};IeCb+aJG&6YtDkDpK|*TsB+iqcsk#U|0g-(@8sbZiof#=EmFW2W zi{Ufh%x_u~ zyq#?*+SrFk6gC%Z(ib@XlZ(%qs+dW4QSE?>`xWiSy--cfSBwfRc!Duf=E`9Dr8V`` zy^7-ur`EOhi~1SK5)>j{$T^-?qQtz&Lpmn(d>_+ou7^_cUnUJTehWB#)g(JH=|q<8 zbuAVl6YpD*`||w%+bjH7pXVN{R;gU$Vjkh=;QIo;zVtV*4VRKG{>H1-+mlbKiq~#2 zb`0u&U*wsexk}%M6?n3Mr?{qIYu}~6NLCYns1*sgUzz-f$a8+mvpVo+PF3jMa*&K3 z`2RM?Gu7vNx*IX}K4Us!auR^3oKp(lFXejQ9xzztnH0<4f~>xsOpKqJ^DjA5Evw?OunNi!d2CK&#!F;IUU+>3mgxnzPSnsqkfgJ zUn7`#z{KQ4NhNL|!Dm(Q97K43l^w6|&BAJUAztnGMfqkKa$i^XJLhwhZRX1Ggty5) z$EsHDd-b0})KvYekDcJ2YiobmLzi2OZxDUy(0t+-rwgKcoe7bC>EE3RrAk0i`ZW43 zw}mRd*Wbr=;VaFc8B5%tfeu_yX$`Mvy@;mCirvg=P6oKkm?1xYG{!xhMaTFftfKTO|K z{FE!^!S7V@+z2sA9@8IaF9{%qFhxb0B7ZFaX0HQ^cN=#8IZ*7YS2)%fbb6 z-QPa;yT_rB+uZ(}GBrNU_g4#NBgLwg>d}n>GpNmI1G8VSo?qGP7i-1vh~MeHUckU_ z4&)wkd1)M9yxp7OG9f^~m`eVd)c)+A=A!e3yMCqGuTYs8IYrf4MHnXZY+jsG{_8E) ztZFABrK-eixFYu1e@W0Pq%x#m*y;BKhZ(4nuV_2q65#A)Zyp_(>%8pXJ!UKs)O!46 z%8qn$zd>o1|6luCAFsA5#wsrT;~e)Q15|y57c|$f&&*ExZuDA2QD~p!GQ}7TyWrm0~Z{) gK=qlb + + + + +Indices and search +================== + +* :ref:`genindex` +* :ref:`search` diff --git a/docs/installation.rst b/docs/installation.rst new file mode 100644 index 00000000..7860556f --- /dev/null +++ b/docs/installation.rst @@ -0,0 +1,25 @@ +Installation +================== +To get started using TextDescriptives simply install it using pip by running the following line in your terminal: + +.. code-block:: + + pip install textdescriptives + + +Installing from source +^^^^^^^^^^^^^^^^^^^^^^^^^ + +You can also install DaCy directly from source using: + +.. code-block:: + + git clone https://github.com/hlasse/textdescriptives.git + cd DaCy + pip install . + +or + +.. code-block:: + + pip install git+https://github.com/hlasse/textdescriptives diff --git a/docs/make.bat b/docs/make.bat new file mode 100644 index 00000000..2119f510 --- /dev/null +++ b/docs/make.bat @@ -0,0 +1,35 @@ +@ECHO OFF + +pushd %~dp0 + +REM Command file for Sphinx documentation + +if "%SPHINXBUILD%" == "" ( + set SPHINXBUILD=sphinx-build +) +set SOURCEDIR=. +set BUILDDIR=_build + +if "%1" == "" goto help + +%SPHINXBUILD% >NUL 2>NUL +if errorlevel 9009 ( + echo. + echo.The 'sphinx-build' command was not found. Make sure you have Sphinx + echo.installed, then set the SPHINXBUILD environment variable to point + echo.to the full path of the 'sphinx-build' executable. Alternatively you + echo.may add the Sphinx directory to PATH. + echo. + echo.If you don't have Sphinx installed, grab it from + echo.http://sphinx-doc.org/ + exit /b 1 +) + +%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% +goto end + +:help +%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% + +:end +popd diff --git a/docs/readability.rst b/docs/readability.rst new file mode 100644 index 00000000..92ff5cfa --- /dev/null +++ b/docs/readability.rst @@ -0,0 +1,13 @@ +Readability +-------------------- + +textdescriptives.readability +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +.. automodule:: textdescriptives.readability + :members: + :undoc-members: + :show-inheritance: + +.. :exclude-members: function +.. for functions you wish to exclude \ No newline at end of file diff --git a/docs/requirements.txt b/docs/requirements.txt new file mode 100644 index 00000000..d40013d4 --- /dev/null +++ b/docs/requirements.txt @@ -0,0 +1,4 @@ +sphinx +furo +sphinx-copybutton +sphinxext-opengraph \ No newline at end of file diff --git a/docs/robustness.rst b/docs/robustness.rst new file mode 100644 index 00000000..a685bfd4 --- /dev/null +++ b/docs/robustness.rst @@ -0,0 +1,134 @@ +Robustness and Biases +========================================= + +In the paper `DaCy: A Unified Framework for Danish NLP `__ +we conduct a series on augmentation on the DaNE test set to estimate the robustness and biases of DaCy and other +Danish language processing pipelines. This page represent only parts of the paper. We recommend reading reading the paper for a more thorough and nuanced overview. +Let's start by examining a couple of the augmentations, namely changing out names or introducing plausible keystroke errors. + + +.. admonition:: Example + + .. admonition:: Original + :class: note + + Peter Schmeichel mener også, at det danske landshold anno 2021 tilhører verdenstoppen og kan vinde den kommende kamp mod England. + + + .. admonition:: Female name augmentation + :class: important + + Anne Østergaard mener også, at det danske landshold anno 2021 tilhører verdenstoppen og kan vinde den kommende kamp mod England. + + .. admonition:: 5% keystroke errors + :class: important + + Peter Schmeichel mener ogsål at det dansie landahold anno 2921 tilhører vefdrnstoppen og kan vonde den kimmende kamp mod England. + + +The underlying assumption of making these augmentations is that the tags of the tokens do not change with augmentation. +In our case this includes that "Anna Østergaard" is still a person and that "vonde" can still be considered a verb based on its context. + +Based on this, we can assume that if a models performs worse on a certain set of names or with minor spelling variations or errors, we can conclude that we model is vulnerable to such input. +For instance, if the model has a hard time when replacing æ, ø, and å with ae, oe, and aa it might not be ideal to apply to historic texts. + +As seen in the example above, while text with 5% keystroke is still readable. However, 15% keystroke errors tests the limit of +what humans and models can reasonably be expected to comprehend. + +.. admonition:: 15% keytype errors + :class: important + + Peter Schmeichel mejer ogsp, at ddt danske landshoof anbo 202q tilhårer gerfenatop0en of lan vinde sen kpmkendw lamp mod England. + + +The following tables show a detailed breakdown of performance for named entity recognition, part-of-speech tagging and dependency parsing. +These show some general trends, some of which include: + +* Spelling variations and abbreviated first names consistently reduce performance of all models on all tasks. + +* Even simple replacements of æ, ø, and å with ae, oe, and aa lead to notable performance degradation. + +* In general, larger models handle augmentations better than small models with DaCy large performing the best + +* The BiLSTM-based models (Stanza and Flair) perform competitively under augmentations and are only consistently outperformed by DaCy large. + + +Named entity recognition +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +In the following table we see a the performance on named entity recognition (NER) of Danish NLP pipelines +reported as average F1 scores excluding the MISC category. We have highlighted the best scores in +bold and second best are underlined. The "*" denotes that the result is significantly different +from baseline using a significance threshold of 0.05 with Bonferroni correction for multiple comparisons. +Values in parentheses denote the standard deviation. + +.. image:: ../img/ner_robustness.png + :width: 1000 + :alt: NER performance of Danish NLP pipelines + + +.. hint:: + + NERDA limits input size to 128 wordpieces which leads to truncation on long input sizes and when there is a high rates of keystroke errors. + + +Besides the general trends mentioned above we can also note that: + +* All models show a bias toward Muslim names, except DaCy large. The robustness of DaCy large likely stems from the multilingual pre-training. + +* No models show significant biases based on gender with the exception of Polyglot. + +* DaCy small is robust to spelling errors and outperforms larger models such as DaNLP's BERT and NERDA. + +* DaNLP's BERT and NERDA models were found to under-perform if given longer input lengths. + +* DaCy's models consistently perform slightly better with more context, but are not vulnerable to shorter input. + +* Lack of casing is detrimental for NER for the cased models, most notably Flair, the SpaCy models, DaCy large and DaCy small. + + +Part-of-speech tagging +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +In the following table we see the accuracy of Danish NLP pipeline on part-of-speech tagging. + + +.. image:: ../img/pos_robustness.png + :width: 1000 + :alt: POS performance of Danish NLP pipelines + +.. .. raw:: html + +.. + +.. .. raw:: html +.. :file: _static/table_pos.html + +.. .. image:: ../img/pos_robustness.png +.. :width: 800 +.. :alt: POS performance of Danish NLP pipelines + + +Part-of-speech-tagging has long had a performance around 97-98% and it is argued by `Manning (2011) `__ that obtaining greater accuracy requires updates to the training data rather than new architectures. + +Dependency parsing +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +In the following table we see the LAS score of Danish models for dependency parsing. + +.. image:: ../img/dep_robustness.png + :width: 1000 + :alt: Dependency parsing performance of Danish NLP pipelines + +.. .. raw:: html + +.. + +.. .. raw:: html +.. :file: _static/table_dep.html + +.. .. image:: ../img/dep_robustness.png +.. :width: 800 +.. :alt: Dependency parsing performance of Danish NLP pipelines + + diff --git a/docs/usingthepackage.rst b/docs/usingthepackage.rst new file mode 100644 index 00000000..e5d7d881 --- /dev/null +++ b/docs/usingthepackage.rst @@ -0,0 +1,13 @@ +Using TextDescriptives +======================= + +Introduction of how to use TD + +.. code-block:: python + + import textdescriptives as td + do_stuff() + + +.. note:: + An example note. From 499aad52920cabb5ab71c78b27879b9f276606dc Mon Sep 17 00:00:00 2001 From: KennethEnevoldsen Date: Sat, 24 Jul 2021 23:06:59 +0200 Subject: [PATCH 10/16] cleaned gitignore --- .gitignore | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/.gitignore b/.gitignore index 0c0a31cc..a6a82115 100644 --- a/.gitignore +++ b/.gitignore @@ -7,19 +7,8 @@ # Python egg metadata, regenerated from source files by setuptools. /*.egg-info -stanfordnlp_resources/* -stanfordnlp_resources -snlp_resources/* -snlp_resources -stanza_resources/* -stanza_resources - -test_textdescriptives.py - # docs docs/_build/* - - # Mac .DS_Store From 9baf1fc37eae961d57b9ee406fd484f02de0f72e Mon Sep 17 00:00:00 2001 From: KennethEnevoldsen Date: Sat, 24 Jul 2021 23:12:02 +0200 Subject: [PATCH 11/16] added CI for pytest and coverage --- .github/workflows/pytest-cov-comment.yml | 47 +++++++++++++++++++++++ .github/workflows/pytest_mac_catalina.yml | 26 +++++++++++++ .github/workflows/pytest_windows.yml | 28 ++++++++++++++ README.md | 13 ++++--- dev/__init__.py | 0 dev/pytest-coverage/.coveragerc | 3 ++ dev/pytest-coverage/run_coverage.py | 36 +++++++++++++++++ 7 files changed, 147 insertions(+), 6 deletions(-) create mode 100644 .github/workflows/pytest-cov-comment.yml create mode 100644 .github/workflows/pytest_mac_catalina.yml create mode 100644 .github/workflows/pytest_windows.yml create mode 100644 dev/__init__.py create mode 100644 dev/pytest-coverage/.coveragerc create mode 100644 dev/pytest-coverage/run_coverage.py diff --git a/.github/workflows/pytest-cov-comment.yml b/.github/workflows/pytest-cov-comment.yml new file mode 100644 index 00000000..ea5f2d3d --- /dev/null +++ b/.github/workflows/pytest-cov-comment.yml @@ -0,0 +1,47 @@ + +name: CI Pytest +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + pytest: + runs-on: ubuntu-latest + steps: + + - uses: actions/checkout@v2 + - name: Set up Python 3.9 + uses: actions/setup-python@v2 + with: + python-version: 3.9 + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest pytest-cov + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Run and write pytest + run: | + python ./dev/pytest-coverage/run_coverage.py + + - name: Pytest coverage comment + id: coverage-comment + uses: MishaKav/pytest-coverage-comment@v1.0 + with: + pytest-coverage-path: ./dev/pytest-coverage/pytest-coverage.txt + + - name: Check the output coverage + run: | + echo "Coverage Report - ${{ steps.coverage-comment.outputs.coverage }}" + echo "Coverage Color - ${{ steps.coverage-comment.outputs.color }}" + - name: Create the Badge + uses: schneegans/dynamic-badges-action@v1.0.0 + with: + auth: ${{ secrets.PYTEST_COVERAGE_COMMENT }} + gistID: af8637d94475ea8bcb6b6a03c4fbcd3e + filename: badge-dacy-pytest-coverage.json + label: Coverage + message: ${{ steps.coverage-comment.outputs.coverage }} + color: ${{ steps.coverage-comment.outputs.color }} + namedLogo: python diff --git a/.github/workflows/pytest_mac_catalina.yml b/.github/workflows/pytest_mac_catalina.yml new file mode 100644 index 00000000..cc5bf056 --- /dev/null +++ b/.github/workflows/pytest_mac_catalina.yml @@ -0,0 +1,26 @@ +name: Pytest (MacOS Catalina) + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + pytest: + runs-on: macos-10.15 + steps: + + - uses: actions/checkout@v2 + - name: Set up Python 3.9 + uses: actions/setup-python@v2 + with: + python-version: 3.9 + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest pytest-cov + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Run and write pytest + run: | + python ./dev/pytest-coverage/run_coverage.py \ No newline at end of file diff --git a/.github/workflows/pytest_windows.yml b/.github/workflows/pytest_windows.yml new file mode 100644 index 00000000..31289486 --- /dev/null +++ b/.github/workflows/pytest_windows.yml @@ -0,0 +1,28 @@ +# This is a basic workflow to help you get started with Actions + +name: Pytest (Windows) + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + pytest: + runs-on: windows-latest + steps: + + - uses: actions/checkout@v2 + - name: Set up Python 3.9 + uses: actions/setup-python@v2 + with: + python-version: 3.9 + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest pytest-cov + pip install -r requirements.txt + - name: Run and write pytest + run: | + python ./dev/pytest-coverage/run_coverage.py \ No newline at end of file diff --git a/README.md b/README.md index 7391ac57..51606390 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,10 @@ - +[![spacy](https://img.shields.io/badge/built%20with-spaCy-09a3d5.svg)](https://spacy.io) +[![github actions pytest](https://github.com/hlasse/textdescriptives/actions/workflows/pytest-cov-comment.yml/badge.svg)](https://github.com/hlasse/textdescriptives/actions) +[![github actions docs](https://github.com/hlasse/textdescriptives/actions/workflows/documentation.yml/badge.svg)](https://hlasse.io/textdescriptives/) +![github coverage](https://img.shields.io/endpoint?url=https://gist.githubusercontent.com/hlasse/GISTID/raw/badge-textdescriptives-pytest-coverage.json) + + +[![CodeFactor](https://www.codefactor.io/repository/github/hlasse/textdescriptives/badge)](https://www.codefactor.io/repository/github/hlasse/textdescriptives) diff --git a/dev/__init__.py b/dev/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/dev/pytest-coverage/.coveragerc b/dev/pytest-coverage/.coveragerc new file mode 100644 index 00000000..55268c2e --- /dev/null +++ b/dev/pytest-coverage/.coveragerc @@ -0,0 +1,3 @@ +[run] +omit = + textdescriptives/tests/* \ No newline at end of file diff --git a/dev/pytest-coverage/run_coverage.py b/dev/pytest-coverage/run_coverage.py new file mode 100644 index 00000000..07fb3521 --- /dev/null +++ b/dev/pytest-coverage/run_coverage.py @@ -0,0 +1,36 @@ +""" +A script for running path +""" +import os +import subprocess +from pathlib import Path + + +import subprocess + +test_failed = False +try: + grepOut = subprocess.check_output( + "pytest --cov=textdescriptives --cov-config=dev/pytest-coverage/.coveragerc --cov-report term-missing", + shell=True, + ) + output = grepOut.decode("utf-8") +except subprocess.CalledProcessError as grepexc: + output = grepexc.output.decode("utf-8") + test_failed = True + print("error code", grepexc.returncode, "\n\n --------- \n", output) + + +save_path = os.path.join("dev", "pytest-coverage") +Path(save_path).mkdir(parents=True, exist_ok=True) + +save_path = os.path.join(save_path, "pytest-coverage.txt") + +if os.path.exists(save_path): + os.remove(save_path) +with open(save_path, "w") as f: + f.write(output) + + +if test_failed is True: + raise ValueError("Tests did not pass") \ No newline at end of file From 2e12410a58ec9a193f8c3ebd7f9da2512080d15c Mon Sep 17 00:00:00 2001 From: HLasse Date: Tue, 27 Jul 2021 16:41:52 +0200 Subject: [PATCH 12/16] Delete robustness.rst --- docs/robustness.rst | 134 -------------------------------------------- 1 file changed, 134 deletions(-) delete mode 100644 docs/robustness.rst diff --git a/docs/robustness.rst b/docs/robustness.rst deleted file mode 100644 index a685bfd4..00000000 --- a/docs/robustness.rst +++ /dev/null @@ -1,134 +0,0 @@ -Robustness and Biases -========================================= - -In the paper `DaCy: A Unified Framework for Danish NLP `__ -we conduct a series on augmentation on the DaNE test set to estimate the robustness and biases of DaCy and other -Danish language processing pipelines. This page represent only parts of the paper. We recommend reading reading the paper for a more thorough and nuanced overview. -Let's start by examining a couple of the augmentations, namely changing out names or introducing plausible keystroke errors. - - -.. admonition:: Example - - .. admonition:: Original - :class: note - - Peter Schmeichel mener også, at det danske landshold anno 2021 tilhører verdenstoppen og kan vinde den kommende kamp mod England. - - - .. admonition:: Female name augmentation - :class: important - - Anne Østergaard mener også, at det danske landshold anno 2021 tilhører verdenstoppen og kan vinde den kommende kamp mod England. - - .. admonition:: 5% keystroke errors - :class: important - - Peter Schmeichel mener ogsål at det dansie landahold anno 2921 tilhører vefdrnstoppen og kan vonde den kimmende kamp mod England. - - -The underlying assumption of making these augmentations is that the tags of the tokens do not change with augmentation. -In our case this includes that "Anna Østergaard" is still a person and that "vonde" can still be considered a verb based on its context. - -Based on this, we can assume that if a models performs worse on a certain set of names or with minor spelling variations or errors, we can conclude that we model is vulnerable to such input. -For instance, if the model has a hard time when replacing æ, ø, and å with ae, oe, and aa it might not be ideal to apply to historic texts. - -As seen in the example above, while text with 5% keystroke is still readable. However, 15% keystroke errors tests the limit of -what humans and models can reasonably be expected to comprehend. - -.. admonition:: 15% keytype errors - :class: important - - Peter Schmeichel mejer ogsp, at ddt danske landshoof anbo 202q tilhårer gerfenatop0en of lan vinde sen kpmkendw lamp mod England. - - -The following tables show a detailed breakdown of performance for named entity recognition, part-of-speech tagging and dependency parsing. -These show some general trends, some of which include: - -* Spelling variations and abbreviated first names consistently reduce performance of all models on all tasks. - -* Even simple replacements of æ, ø, and å with ae, oe, and aa lead to notable performance degradation. - -* In general, larger models handle augmentations better than small models with DaCy large performing the best - -* The BiLSTM-based models (Stanza and Flair) perform competitively under augmentations and are only consistently outperformed by DaCy large. - - -Named entity recognition -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -In the following table we see a the performance on named entity recognition (NER) of Danish NLP pipelines -reported as average F1 scores excluding the MISC category. We have highlighted the best scores in -bold and second best are underlined. The "*" denotes that the result is significantly different -from baseline using a significance threshold of 0.05 with Bonferroni correction for multiple comparisons. -Values in parentheses denote the standard deviation. - -.. image:: ../img/ner_robustness.png - :width: 1000 - :alt: NER performance of Danish NLP pipelines - - -.. hint:: - - NERDA limits input size to 128 wordpieces which leads to truncation on long input sizes and when there is a high rates of keystroke errors. - - -Besides the general trends mentioned above we can also note that: - -* All models show a bias toward Muslim names, except DaCy large. The robustness of DaCy large likely stems from the multilingual pre-training. - -* No models show significant biases based on gender with the exception of Polyglot. - -* DaCy small is robust to spelling errors and outperforms larger models such as DaNLP's BERT and NERDA. - -* DaNLP's BERT and NERDA models were found to under-perform if given longer input lengths. - -* DaCy's models consistently perform slightly better with more context, but are not vulnerable to shorter input. - -* Lack of casing is detrimental for NER for the cased models, most notably Flair, the SpaCy models, DaCy large and DaCy small. - - -Part-of-speech tagging -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -In the following table we see the accuracy of Danish NLP pipeline on part-of-speech tagging. - - -.. image:: ../img/pos_robustness.png - :width: 1000 - :alt: POS performance of Danish NLP pipelines - -.. .. raw:: html - -.. - -.. .. raw:: html -.. :file: _static/table_pos.html - -.. .. image:: ../img/pos_robustness.png -.. :width: 800 -.. :alt: POS performance of Danish NLP pipelines - - -Part-of-speech-tagging has long had a performance around 97-98% and it is argued by `Manning (2011) `__ that obtaining greater accuracy requires updates to the training data rather than new architectures. - -Dependency parsing -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -In the following table we see the LAS score of Danish models for dependency parsing. - -.. image:: ../img/dep_robustness.png - :width: 1000 - :alt: Dependency parsing performance of Danish NLP pipelines - -.. .. raw:: html - -.. - -.. .. raw:: html -.. :file: _static/table_dep.html - -.. .. image:: ../img/dep_robustness.png -.. :width: 800 -.. :alt: Dependency parsing performance of Danish NLP pipelines - - From 1af522f380ef287bf646ed14afd2f0b744f4b219 Mon Sep 17 00:00:00 2001 From: Kenneth Enevoldsen Date: Tue, 27 Jul 2021 22:29:10 +0200 Subject: [PATCH 13/16] Update docs/conf.py Co-authored-by: HLasse --- docs/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/conf.py b/docs/conf.py index 80d2b0cb..fce8e740 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -69,7 +69,7 @@ html_context = { "display_github": True, # Add 'Edit on Github' link instead of 'View page source' - "github_user": "KennethEnevoldsen", + "github_user": "HLasse", "github_repo": project, "github_version": "main", "conf_py_path": "/docs/", From e78d7b66dd89a850b57e6e828efa2718f823fe8f Mon Sep 17 00:00:00 2001 From: Kenneth Enevoldsen Date: Tue, 27 Jul 2021 22:29:48 +0200 Subject: [PATCH 14/16] Update docs/conf.py Co-authored-by: HLasse --- docs/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/conf.py b/docs/conf.py index fce8e740..80f1821c 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -42,7 +42,7 @@ "sphinx.ext.githubpages", ] -# autodoc_mock_imports = ["dacy"] +# autodoc_mock_imports = ["textdescriptives"] # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] From 8726a4d8a196c9a46f29a5f75c29f172c9cddcba Mon Sep 17 00:00:00 2001 From: Kenneth Enevoldsen Date: Tue, 27 Jul 2021 22:30:04 +0200 Subject: [PATCH 15/16] Update docs/installation.rst Co-authored-by: HLasse --- docs/installation.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/installation.rst b/docs/installation.rst index 7860556f..ecec3586 100644 --- a/docs/installation.rst +++ b/docs/installation.rst @@ -10,7 +10,7 @@ To get started using TextDescriptives simply install it using pip by running the Installing from source ^^^^^^^^^^^^^^^^^^^^^^^^^ -You can also install DaCy directly from source using: +You can also install TextDescriptives directly from source using: .. code-block:: From cf1278e1f68c94e150d55f92729d588308f85e69 Mon Sep 17 00:00:00 2001 From: Kenneth Enevoldsen Date: Tue, 27 Jul 2021 22:30:16 +0200 Subject: [PATCH 16/16] Update docs/installation.rst Co-authored-by: HLasse --- docs/installation.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/installation.rst b/docs/installation.rst index ecec3586..f8554b43 100644 --- a/docs/installation.rst +++ b/docs/installation.rst @@ -15,7 +15,7 @@ You can also install TextDescriptives directly from source using: .. code-block:: git clone https://github.com/hlasse/textdescriptives.git - cd DaCy + cd TextDescriptives pip install . or