<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:media="http://search.yahoo.com/mrss/"><channel><title><![CDATA[Measurebit]]></title><description><![CDATA[Data-Driven Marketing]]></description><link>https://docs.measurebit.com/</link><image><url>https://docs.measurebit.com/favicon.png</url><title>Measurebit</title><link>https://docs.measurebit.com/</link></image><generator>Ghost 4.26</generator><lastBuildDate>Thu, 23 Apr 2026 04:38:11 GMT</lastBuildDate><atom:link href="https://docs.measurebit.com/rss/" rel="self" type="application/rss+xml"/><ttl>60</ttl><item><title><![CDATA[The Definitive Guide to Google Analytics Attribution Models]]></title><description><![CDATA[In this indepth article, I show how to setup Google Analytics attribution models so you can make evidence-based decisions about your marketing]]></description><link>https://docs.measurebit.com/the-definitive-guide-to-google-analytics-attribution-models/</link><guid isPermaLink="false">6297fa1884bfeb6be0e3485e</guid><dc:creator><![CDATA[Wynne Pirini]]></dc:creator><pubDate>Wed, 01 Jun 2022 23:46:27 GMT</pubDate><media:content url="https://docs.measurebit.com/content/images/2022/06/definitive-guide-to-google-analytics-attribution-models-.png" medium="image"/><content:encoded><![CDATA[<img src="https://docs.measurebit.com/content/images/2022/06/definitive-guide-to-google-analytics-attribution-models-.png" alt="The Definitive Guide to Google Analytics Attribution Models"><p>Google Analytics is a POWERHOUSE for figuring out what&apos;s working and what&apos;s not in your marketing. When configured properly, you&apos;ll gain insights similar to Wicked Reports or Hyros! In this guide, I show how with both Universal Analytics and Google Analytics 4.</p><h2 id="what-is-attribution-modelling">What is Attribution Modelling?</h2><p>An attribution model is a set of rules for defining how much conversion credit is assigned for each touchpoint prospects encounter on their journey to becoming customers.</p><p>Some campaigns are better at acquiring leads (Top of Funnel). Whereas other channels are better at converting those leads into paying customers (Bottom of Funnel). Attribution modeling allows advertisers to view their conversion data through different <em>lenses </em>and gain key insights into how and where their efforts are having an impact.</p><h3 id="why-do-you-need-attribution-models">Why do you need attribution models?</h3><p>Let&apos;s say traffic is coming to your site via a Facebook ad, a display Google ad, paid search, Google Shopping, content strategy, Twitter, and Reddit.</p><p>Which channels are responsible for making revenue and which ones are losing money?</p><p>Typically, <em>a number </em>of channels play a role in converting prospects into customers and each should get a fraction of the credit.</p><p>But each ad network attempts to claim as much credit as possible for conversions they see even when they contribute very little to the end result. The reason they do this is they&apos;re in competition for your advertising dollars.</p><p>The more conversions, the healthier your ROAS, and the more likely you&apos;ll continue spending money.</p><p>It&apos;s why, when you add up the conversions from ad reports, the sum is significantly higher than the actual sales.</p><p>This is important when deciding whether to kill vs scale digital marketing campaigns. Without having an accurate picture of how each marketing effort performs, you risk making costly errors by over-investing in unprofitable channels and underinvesting in profitable ones. Either way, you leave money on the table.</p><h3 id="how-do-you-track-marketing-attribution">How do you track marketing attribution?</h3><p>To attribute conversions properly, you need to collect detailed data about traffic sources, transactions, and customer details. Then you need to blend data sets together so you can run sophisticated attribution queries.</p><p>It&apos;s nearly impossible to do this with a spreadsheet application.</p><p>Luckily, Google Analytics makes this relatively easy. All you have to do is feed it the right data format.</p><h2 id="multi-touch-attribution-models-in-google-analytics">Multi-touch Attribution Models in Google Analytics</h2><p>To unlock the power of multi-touch attribution, you must either have conversion goals or eCommerce enabled in Universal Analytics. Here&apos;s an example of a <a href="https://developers.google.com/analytics/devguides/collection/ua/gtm/enhanced-ecommerce#purchases">dataLayer payload for Universal Analytics</a>.</p><p>Google Analytics 4 has <strong>purchase </strong>conversions and Ecommerce enabled by default. So, as long as you&apos;re collecting revenue data, you&apos;ll already have access to the Model Comparison Tool. Here&apos;s an <a href="https://developers.google.com/analytics/devguides/collection/ga4/ecommerce?client_type=gtm#purchase">example of a dataLayer payload for GA4.</a></p><h3 id="what-attribution-models-are-available-in-google-analytics">What attribution models are available in google analytics?</h3><p>Google Analytics has a number of excellent attribution models, depending on the version (e.g. UA vs GA4).</p><p><strong>Last Touch Attribution Model</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img 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8t9vdBzebTW4mtf/bVdDyMiIl584blYrVebw0lOhHPvPfqJD/aeHGTSTz7qwXOPPS47/OTkYx69/umBnFpbfXJsF2n8+bi2N/5sXE/Tvl5Cv/7bvxU//ukbdsVgq1564fldD+GUr335Wnzn1Tu7HgaX0Jee3/xVvK3X6/7e+x/E/YODuH//IA4OD+Po6CiOjlaxWq1itV7H0dFRrNc91uv1JjTWPdb9wX9frR79sNr8YFs/+gG37uuI/skPwUc/+I79sDv+g+7kD+tPPn7iB3ISE2fRWjz2Ft8WLX1Iay090ejkx04+rj36xMf//fjnOvb8Fieee+K1jo3/5DhPfd5Tn/Ph8469xoOxzI3j1L+d+vo3f667cf16fPlXvhjP/vLny8fCeTgd9vkvCScvJievN2mMH3vMtWvX9nY929s/fze+98oP4s1bb8X9g4NdD4cL7MaN6/Gbv/6V+P3f+51dD+WU92+v42///mfxnVfvOKWVrbh6pcUffP1m/PVfPhcvfmEZrXtnAVx6h4dHcbQ62vUwuGBaa7FcLmN5AdYqv/vhKr7/w3vx+hsHsVp9kjZtqv8CNE35RNijf2/1XNo0tZi7d/3BMcn1v09RPv9xz52mmXG1x3xNM899+PxyXNNjvqY28zU95rlz3+uI+f+tzvrc4+NaLiO++qWrj07vi4j4PwRENMSdpYSBAAAAAElFTkSuQmCC" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Last Touch Attribution Model</figcaption></figure><p>This model answers the question, &quot;What&apos;s causing prospects to <em>finally </em>buy?&quot;</p><p>This is your Bottom-of-funnel (BOF) traffic. Prospects already know about you and are probably ready to buy. This is the type of traffic that comes from email or retargeting campaigns.</p><p>ALL credit is given to the last interaction, while other channels that assisted in the conversion are ignored.</p><p><strong>Last Non-Direct Attribution Model</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Last Non-Direct Attribution Model</figcaption></figure><p>A big portion of sales will come from direct visitors. But logic tells you these people didn&apos;t suddenly come to your site without some kind of prior awareness.</p><p>Weeks or months ago, prospects could&apos;ve clicked a Facebook Ad, or found you in a Google search.</p><p>Perhaps, at the time, they weren&apos;t in a position to say &quot;yes&quot; to your offer. So, they bookmarked your site and came back later.</p><p>This behavior is typical. So, you gain more insight by looking for the interaction <em>just before</em> a direct visit that leads to a sale.</p><p>Similar to Last Touch, ALL credit is given to the last non-direct interaction.</p><p><strong>Last Google Ads Click Attribution Model</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Last Google Ads Click Attribution Model</figcaption></figure><p>This model is similar to Last Non-Direct Touch, except it gives all possible credit to Google Ads clicks. It&apos;s useful for specifically understanding how Google Ads (Google Adwords) are peforming.</p><p><strong>Time Decay Attribution Model</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Time Decay Attribution Model</figcaption></figure><p>In psychology, there&apos;s a phenomenon known as <em>Recency Bias</em>, where recent events influence you more than ones that happened a while ago.</p><p>Time Decay models this by assigning more of the credit to recent events.</p><p><strong>First Touch Attribution Model</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>First Touch Attribution Model</figcaption></figure><p>This model answers the question, &quot;Where do customers <em>intially </em>coming from?&quot;</p><p>This type of traffic is cold and is known as Top-of-funnel (TOF). Prospects are unaware of your business. Campaigns are geared towards building awareness.</p><p>ALL credit is given to the very first interaction, while other channels are ignored.</p><p><strong>Linear Attribution Model</strong></p><figure class="kg-card kg-image-card kg-width-wide kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Linear Attribution Model</figcaption></figure><p>This model gives a broad view across all of your funnel touchpoints.</p><p>It&apos;s useful to gaining a general understanding for where revenue is coming from. Start with Linear Attribution for initial ROI investigations before drilling deeper with the other models.</p><p>Credit is evenly distributed among channels.</p><p><strong>Position-Based Attribution Model</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Position-Based Attribution Model</figcaption></figure><p>This model gives the 40% of the credit to the first and 40% to the last interactions, with the remaining 20% distributed among the other channels.</p><p><strong>Data-Driven Attribution Model (GA4 only)</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Data-Driven Attribution Model</figcaption></figure><p>Of all the models, the Data Driven Attribution Model is the most sophisticated. (Only available in GA4.)</p><p>GA4 analyses your e-commerce data using machine learning to create a probabilistic model. Each marketing channel is then given a fraction of the available credit.</p><p>Data-Driven gives the most accurate gauge of how various channels and campaigns are performing.</p><h4 id="what-attribution-model-does-google-analytics-use-by-default">What attribution model does Google Analytics use by default?</h4><p>Universal Analytics uses Last Non-Direct Touch Attribution... even though its own documentation says it uses Last Click.</p><p>On the other hand, Google Analytics 4 uses Data-Drive Attribution out of the box, which is the most accurate of all attribution models.</p><h4 id="what-is-the-default-attribution-window-for-google-analytics">What is the default attribution window for Google Analytics?</h4><p>The default window for Universal Analytics attribution models is 30-days. However, you can create custom models with longer attribution windows.</p><p>GA4 applies a 90-day look-back attribution window by default.</p><h4 id="how-do-you-set-up-multi-touch-attribution-in-google-analytics">How do you set up multi-touch attribution in Google Analytics?</h4><p>GA4 and UA use mult-touch attribution models by default. There is nothing to set up per se.</p><p>However, you&apos;ll want to use the Model Comparison tool for marketing analysis. (See below).</p><h4 id="can-you-change-the-attribution-model-in-google-analytics">Can you change the attribution model in Google Analytics?</h4><p>You can&apos;t change the default account attribution model in Universal Analytics. You can however apply a &#xA0;different attribution model to a specific view.</p><p>With GA4, however, you can change the model for the entire account. Here&apos;s how you do it:</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Attribution accoutn setting for GA4</figcaption></figure><ol><li>Go to Admin &gt; Property &gt; Attribution Settings</li><li>Select an attribution model (Data-driven is recommended)</li></ol><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAtcAAAH8CAYAAAAaDYM1AAAgAElEQVR4nOzdd1xTVxvA8V8YIUwHoKC4FfcErVtx1z3ramttrVptbd3ban0dbbV2WzucddbZOnBrte6991ZwgEAYSYDc948AEghDiOJ4vv1Qzb3nnvPck0ienJx7rkqnNyi8Ai5fukgp39I5HYYQQgghhHiN2eR0AEIIIYQQQrwqJLkWQgghhBDCSiS5FkIIIYQQwkokuRZCCCGEEMJKJLkWQgghhBDCSiS5FkIIIYQQwkokuRZCCCGEEMJKJLkWQgghhBDCSiS5FkIIIYQQwkokuRZCCCGEEMJKJLkWQgghhBDCSiS5FkIIIYQQwkokuRZCCCGEEMJK7HI6ACFeNlFRURhiDWg0jjhqNDkdjhBCCCFeIJJcv6CO3oyh1Y/XKOau5p+BxfBwffJUPdDG0nTWdS7e1ydt885lywd13fm0kSeuGhuzcvfCY9n4cTGqF3Oy2EZ+V3u2Di5GPld7ftoVwq//hrB1cDGc1bb0/OMW/16OZN1Hxajn65x0bPJy+Vztn3FvPHvf/vADD+4/ZPy4MWYJc/Ltxvh4Zs/5lS1bt2E0GrG1taVnj2706NYNOzs7Hoc9ZsiwEdy+fces7kKFfPhmxlcAqfbny+fJwAEfUbtmTVQq1fM5WSGEEEI8M5Jcv6DWnAgnWq9w8b6es0F6Grimfqrer5OXVhVd0ccpBJ7R8s3Wh/xzMoLVHxWlYO4nCa9WZ2TNiQj8izqRmL8pCqw6Fk5YtJH8runHEm1Q+GLjfVb4FCGPk601T/Ol8s+GDezctZtPP/mYGjWqs2fvXubNX0j+fPlp3qxpUrmWb7agVs2aSY8dNGqcnZyJio4y22+IjWXr1m1MnfYlEyeMo7q//3M/JyGEEEJYlyTXL6BH2ji2n9fyTs08XH2oZ+nhx9Qp6Yxdihny5QtoaFXRDYCOVXMxoKEHHWZfY/KG+/zY3SepnE8eOzadjeDTJu7kTxhlDomMY+dFLT55Mn4J+Bdx5FyQjsWHHjOwgQev6wBr8P37VK5UiUaNAnDUaGjbujW1a9Uin6enWbliRYtSq+YbqY5PTK6T769SsQKjxo7j4MHDklwLIYQQrwC5oPEF9N/VaC7e19O9em7aVM7F7kuR3AuLzfC4KoU0DAzwZNt5LTdCDEnbG5V2RauL58DVGLM2bj6OpX2VXJmo15FBjdz5bttDLj/UZ1j+VVW6lC8nT51iU2AgOp0OOzs7vPLnx8Ym6/+MVDY2qGXethBCCPHKeCYj19HR0axYuQaAtzp3wMnJKYMjRKI4I2w6G0GNok5UKuSIp5sdM7bcZ8eFSN6rnSfD4ysXdCQoLI7boQbKF3AAoLSXA1F6I0sPP6Z5eVdUKlhxJIz6JZ3xypXxfGmVCnrVysva4xF8vfkhP/comO3zfBkFNGzA3bt3mfPr78z59Xdq16rJB7174+Nj3h9/LlnGun/+SXrcoF49er/XK+nx9Rs32H/gIPFGIzt37ODK5St80Ovd53YeQgghhHh2rJ5c3759hwWLFnP7zl0A7ty5Q693elKokE8GRwqAqw/1bD4bwcAAT9w0Nqht1bxRzJm1J8Lp4pcLZ4eMR0ntbVXY2zyZu6Gxt+Et/9wMXXmXm6GmEe2DN6KY2bkgdzIxIg7g5WbPmJb56bPwNm0ru2Xt5F5yGo2GPh+8T/v27dj9778sW/4X/QYMZPzY0dR8I/U0kLRs3BTIxk2BgOmCxjGjR1KxYsVnFbYQQgghniOrJtf79h/kr5WriY55Mv3g9p27fPPtD3Tp3JHatTKfgLyu9l+NJig8nnFrgxm3Njhpe24nGy4E6/Er4pju8SfvxuDhaotXbvMR6TolnPB0seOfUxEAuGpsqVnCkZVHM5dcA7Qo70rbyrmYuvE+DXxdnuKsXk6KomCMN5o9VhQFD3d3OnXoQNPGjfn8i8ms37CRKpUrJ5V7u0c3OrRvl2a9Az/qT926dRg34XPy58tHtapVZaUQIYQQ4hVhlTnX0dHRzF+4mAWLFpsl1kn7Y2JYsGgx8xcuJjo62hpNvpIidEaWHX5M3VLOrOhbhFX9TT/z3iuEm8aGNSfC0z3+xG0dP+18SJOyrhR1V5vt83C1o5NfbhbsC2XBvlDeLO9GPpenW0LP3lbF8OaePIqM45fdIU99fi8yD3d37t27hzZCm7QtIjycy5cv4+WVH2N8PJ9P+oI/5s5HURQAXF1dKeTjg9GooDxle54eHvR5vzfHT5wkcPPmpDqFEEII8XLL9sh1ymkg6dl/4KBME0nH5ft6TtyJYXqHAmZTL+KMsPtSJNvPa/mskUfS9rP3dGw4HUGEzsiWs1rWnQynfAEN41vlT7WyCECArwsztjwAoFO1XFla9cM3nwOfNcnH0L/uPf3BL7DatWrz9z8bmPXd9/R69x00GgcWLfqTW7fv8FG/vjg5OVGkcBFWr12Lq5srDRvU58zpM+zdt48WTZuhcXBApzN9sEycU53IQaOmQrnyqdqsVrUqrd58k6XLVlChfAVKlSzx3M5XCCGEEM9GtpJrS9NAMiLTRCxLXHfaxcGGuqWczfbZ2ZiW2ltyMIz/rkZTq4Rpasjc/0KZ+18oAEXd7RjS1NPsJjIplS+goWHCdI7yBbK+QkWPGrlZeyKcBxFxWa7jRVO8WFFGjRzGtOlf8/GgTwFwdXNj+NAhVKxYEZVKRc8e3VAUI/PmL+D3P+ZiY2NDkyaN6N69q9m0juRzqsH8JjLJ2dra0r3bW5w5e4a58+YzbswonJ2dU5UTQgghxMtDpdMbsvx9dL8Bg7LV+Jyfv8/W8cldvnSRUr6lrVafeD0ZjUa0Wi0oCs4uLtjZpf78aYiNJSoqUm5/LoQQQohU5CYyQiRjY2NDrlzpr/2ttrdHnTvjZRGFEEII8fqRm8gIIYQQQghhJZJcCyGEEEIIYSWSXAshhBBCCGElVp9zndZFitm9+FEIIYQQQogXnYxcCyGEEEIIYSWSXAshhBBCCGElklwLIYQQQghhJZJcCyGEEEIIYSWSXAshhBBCCGElklwLIYQQQghhJSqd3qDkdBDWcPnSRUr5ls7pMIQQQgghxGtMRq6FEEIIIYSwEkmuhRBCCCGEsBJJroUQQgghhLASSa6FEEIIIYSwErucDuBl4rCgWk6H8FrS9zqW0yEIIYQQQmSKjFwLIYQQQghhJTJy/TQ+PJ3TEbyWHHI6ACGEEEKITJKRayGEEEIIIaxEkmshhBBCCCGsRJJrIYQQQgghrESSayGEEEIIIaxEkmshhBBCCCGsRJJrIYQQQgghrESSayGEEEIIIaxEkmshhBBCCCGsRJJrIYQQQgghrESSayGEEEIIIaxEkmshhBBCCCGsRJJrIYQQQgghrESSayGEEEIIIaxEkmshhBBCCCGsRJJrIYQQQgghrMQupwMQQgiReYGBgRmWadGixXOIRAghhCWSXAshxEvG09Mzp0MQQgiRBpkWIoQQQgghhJVIci2EEEIIIYSVSHIthBBCCCGElUhyLYQQQgghhJXIBY1CJBN4NoaZ2yM4GBSHVmfM6XBEDnPV2PCGtx1DG7vRorxjTocjhBDiJZDl5Fp/bhUzftnNrbis1mCLV533GdGzIs5ZrUIIK9pwOobWcx/ldBjiBaLVGdl23cC23x+x/n0PWlWUBFsIIUT6sjgt5Brr//g3G4k1QDzB/y1i9cX47FQihNXM3B6R0yGIF5i8PoQQQmRG1pJrVQxxMYoVmtcRH2OFaoSwgoP3s/VpUbzi5PUhhBAiM+SCRiESRGdrjrUTu6b6oEzNzwSrRSReJNl7fQghhHhdPLPkulbfWcyZ3Y9Gz6oBkfPub2JEQBPqJfzUbdaL6esuosvpuIQQQgghcoisFiKyx9iCH3cPozJA5DVWjxjEzLx/Mbbe87rw6yw/Nwikzu6hphheEQ1LOjCtdW6q+dijtlVhiFfYdUXP4LVhnAuOtUob1QurKeFux97reu6EZe7ahzFN3BjS0BW1nQqASL2RxUejGf53mFViyopyXvZU8rbnVFCs1fpGCCGEyCqZFiKsx6U4jd8sw73QULi/iSHjZvF7t1YMXHcXIi+wekBHGgc0ofk7X/D3lYSLw07+zIDps5jcuiX1AlrQf86ppJHvBzu/5KNmTajbrC2D5pw2bU8oP65ZE2buWM+IgE9ZarOJgQ1mcOb2Ovq9vZy7CcdfmtWBKXtevkn9jUppWNjTHf9Cao7cMrDoSBQXH8RRp5gDnStb70NLv1ou/No1LwElNZk+RmOvwlWjIizGyPWQOBzsVAys68Koxm5Wi+tpdavqxK9d89KtqlOOxSCEEEIkstrIda2+s3iv6gWWfzSHHdaqVLxcDHfYu+kiBbrnBcD2uI7Ky9fTxyWWM5MHsiNgFtt/Lkbs7XWM6f8bRdaYRpuP3CzAmvUbGR95jJ/fncDSuqvo7baeLzZW4IstI/HkAbsH92fp2b/onVh+yzYKAjQqljRyXYEHdHYbxb6bXehS5DzbNlah2cDMJ44vij41nfF2s+WPA5H0/+sxAK4OKoq523HqXiyfN3ejRVlHLtyPpWU5Dbuv6Pn5v0imtc5N2fx2BEcY+XV/JN/s0lLOy57prXNRq6gDAIHndYzeEMYHbzjTrIwGjR2MaepK3eJq+q14zNdtc9PTzwl7WxX7b+gZtT7c4mjwlgs6+iwP5Ys3czGysSslPeyY81YeSrjb8TjGSKNSGuYfiuKfszF88WYuKnjZExZjGuUevyk86RxuhMbRxFeDVmfkx72mmAGGNHTl47ou5Ha04UxwLBM2hbPrij5VG8fvGCiY2xZHexU9qjlRwdueY3cMdK7sxPqzMYzbGE6jUhomtnAjNNrIkLVhXAuRCxOFEEI8OzItRGSPTSAfBwQCoNjnplanqUyu5wj3wVi4DEVdVMBlDv77Bu+OLwaAfaE36V6zB8cux1MZiClZ0pQou1SjS8/CTLwSTEebPZw8coKOAbOSmqoTHAkeycqnko+67bzoe+gmXaL3s6NFawaoVdY/59p5udHeifwpNmvsVYCa0V/5MNpsj5EDa+8TsC9zUy8qeNsTGh3PhnNPZq9r9Qqn7pmS3EK57XijsJrKBey5+TiO3I42zO2WF1eNDVsv6vAvpGZcUzfCYoyUzmdPjcJq/ruuJ5+LLd2qOWFrAxcfpE6Yf+yUhw9rOXP0dixavZFmpTU42Klo/svDVGXdNCoGN3ClRRnTh5dHUfH4F1ITUEpDpN7IvYh4vN1smdstL965bLn2KA4vN1uGNXLFxgbyu9hSs4iait723AyNo1AeO754MxdxRnCyVzG+mRvXQ+M4FaSnUSkN33bIw1vzH1HC3c6sDUvOBsXyST0bOld2YuHhKLpUcaRWUQd+PxApibUQQohnTqaFiOwxtuDHndvYs3Mbe7es5Ot+FbHWWHGZAfPZk1D3np3bmN44V4bHONZoTOF1h9i54xCtWlSxUiRWYJ/5orYqiDeCLi7t5S4VYMHhKMpOC+bATQPeuWw5fz+WmFiF00GxaOxVvFFEzQ97tPxzVkeRPHbY2UCUwUg+FxsmbY5gywUdujiYulXLsHVhNCzpQIRO4UZoHPe18dx6HE+5/PbUK+6Qqv0uVZz4pn1uqvqo2XJBx5Stpmk+hniF6du1lJ0WzLWQOLxz2TL/UBTlvwym74pQtDqFNgl3OtTFKUzZGkH5L4OZsCkcFdC4lANNfB0wKnDxQRwROiMX7sdSNK8t/oXUqdpoMvshf52IISZWYcmxaDrOfcSa0zEcvmWgSF5buldzIqCkhpCoeP4+8/JNERJCCPHyeW4j1zJt5HVWijfqH+SXv65To0sxYm9vYumBWrw90hbOg+OVK9zFj4KRZ9i+7jb+I73IpalEzLDlHGk8BP+8Kh6fOEJYST+KWazfgD7xr3nq0al0Bz7Z0JzfB9o+m9PZF0rRfaEpNjqxa2peGhDLtDH3+SIb1V98GEerchpalNGw9eKT0evqhdUcvmUAIM6o8DDStDRcXicb7GxUFHCzJZfG9Hn58sM47oXH833HPLQup+HATQNxRlDbWh7JL5PfHme1CrUtlPcyfRKIiVW4+TjOYpL/14loVp+KSXUxZGw8SY9zO5piCYkyxXnrcTxRBiOJIcTFw31tfFKZeAWc1SryONlgawOl89kRn7D63fn7cYTrlFRtpGXjOR0NSmjoVd0ZLzdbtl3Ssem8rGMjRCKDVo/aNfUHZyFE9snItXgO1FQYPJ1GO4fSOKAJrcecpN53H1LZNBCJSnWQua1bUq/NMHbVmUT38rZQ4l2+GRTHH92aUi+gBcPXhaF2sZQYFqBa/QMMaTCDkwltVa5bizxvNqTs8ztBq/ptfyQPtEYG1HVh9fse9K/twpr3Pdj9cT6WvOOeqvzJewYi9UZiYk0jwQdu6rFRwe2weIrksSUsRuG7f7UcuKHHNsW/eI0dtCqnoamvhquP4lDbqdhxWcc3u7TEKwqPoowEWZh+EaFTWHY8Ot0k9+Q9A7pYhS5VnBjcwJVxTd3wyW3H1YSpGS4Oposh+9d2oV9tZxzs4MhtA6eDYrGzgdNBsUzZGkFItJEoveU4EqltoWYRNf9rafp2Y9GRKC48iKWYux26WIVlx6Iz0/XiqUWyd9q79OjRg4F/386ZEIK2M6JhdWoO2cCdxG1nVtCjRw/aLT6RMzEleLBlDAH+DRgQmEN9k9Kj4ywa+hYB/v7UDqiDv39tmvT6H2suhudoWC9cPwmRTTLnWmRd/jf5avebae6bOTvZY5cydPx5NR0tFI0u0ZPxP/sxPsX2fAEjmR0w0nxj5QGcNltzLw81J69jb9LjKE7uuUevXhUyfx4vmE0JFx1OaJaL9hUc6VDREUWBSw/jWH48OmlaRaLf9kfhX0jNu9WdWd7LHUWBg7cMHLhpoFheHUMDXFn5ngdavUJssvx03w097Ss60rWqEx7OOmbu0uKT245P67uiUkG4zsi60zGZXqYvpd/2R1HRW02fms580z53Ulyj1oczpIErhniFgrlsmd0lD4oC/17Ts/CIKQkunc+erlWc6FbVCV2cwsLDURy7Y7DYzq4ret7xd6JpaQ0Fc9kybmM4Wr3CP2djqOhtz5ngWJZIcv1shOxl5apzXAL0K/dxp21XfNIoGnvvDKeC9Nh5l6dyAY3FfXl8q1Hc9emukwg7uokdkQrs3sCJRy3x8VABD7h06RIPqlnjTsLpi7pxnAshRguxh3Bs/W606Nn1zyketChEvmceTdriLq2g73tfc8qg4FSkGk1ql8bu9DZ2nFnLlB5HOTjje6YHFMpWG2n3ReI+O/JXqIiP2YD5i9VPQliDJNfiFXKW2QHDONRxCrOLvNxfyvx5JJo/j0RTvbCaMvnsufAgNmlKyLozMfRZbj4tpd+Kx0zeEkHdYg5cDYlLKjt+UzhLj0dT3sue/TfMp3DMPRjF3INRZvVsOh9Eo1Ia8jip2HJBh1ZvnpxM2BTOhE2WR7mazE594eOg1Y/5aocprgeRRnZcNp+a8dv+KE7cM/A4WjHbV+vb+xbX4bbUxo7LOopNDkq1vbyXPUYFmQ7yDD3YvZa9qClSxJ2b5xax8UJn+paxPB0r6th8+k3cReUJG/ijrcbivvZzDzKu0tNN58rddBDTL7pzpHxXmng8gwuYM3B79WD6LYm0ELs7jYdM4pzXSUr3aJTDCWMwG6fN4pTeh5bfz+GLOonRDCX25jqGd/8fW0f/SOOt02n6lB9ukku7LxL2LS7H6M0/4eOQvI0XqZ+EsA6rJdf7fx3M/qd4LARgYSQ6O8rz0c5NfGSt6l4Ah28ZkhLljNwJi2fZ8dQjtOeCn+7mKikT4OxKKy4wXZi56qTlCw2f5txTerOshgYlHLj1OJ5VJ2XU+tm4wtZ5x4nL/yFTv/FkcqfJLN5/kb5lyj3fMBwK02ToaJo831Yzxb5oE4aMeQEiCznBjtOxhHQczJg65umrfZF2TJ2hYxXVeSMbiXV2vDD9JISVyMi1EFYRTcMxksRl1t7remxs4OjtrCXPGXF3tiHwgo4DNwxceijL7z0Tlw6yIiieXANrU7pIXt6qaM+kOSs52GM8b5iNTBrQavU8Mpiea4MhBK3W/IY/Sfu0WrRa04invauraeUhvRatIfGxgaCL/3Jgy3niqnWgTR0fNAn1gxrXFBfoaRKu60B7k+O79rH3xiO8fetTrXYlC9NPTPUoalfcLF3nZxbHk8cRCd/uPIk9WRwJZdKqM+rGGf47upuL94zkLVoNPz8/yhRIvd6SQatFn1RvJLeO7mbfvmsEFyhFI7/aVCqawU2cDAoGIN7BweJqTk61u/JO2gcn9fkd8lLYzw8/vzLmUzvS7IsnTPsMxIZEoHWwIcN+SuN5v+VeBD8/P/xLF0xjZSoDQRePcvToUa6H5KdEs9o0Sihr3o/JJHt9pPc8CJFZKp3ekIVJaddYNfQ7tsRkdz6bhrqfTuOd0tlf1eHypYuU8i2d7XrS46B+ivXUxEvHefRdonXGnA5DvKCcNDZETbO8wvrzFBgYiKenZ7pl/Pz8nnEUBk5Na8n7Kz0YunIJ3YvZELZ+GE0m7qLe19uYFZD7SdEzP+L/3vynq16pwejNP9HJQ8WFbxry9uJyjFk1gPtjPuKPS6ZvOqJrjmXXjx3IFxLIZ83HsSXxcbI2q0xYzuiob+kzcz9aswacKT94NnN6lnuSoCUcY5q2knIVe5LOL3HKQ+LjVKHHd+H34yOpmuyYVHU+Os6fY4fz7dGwFEerKdZqHLMmtUw2dz2EwEFtGbunLb9sqE3gJ8NYd9P8Ooj83X5j1bCq6SyDeo7va/diob4sfef9QN9KGS9rCkDQdiYPnci6S+bfLin2Jek04/ukUfC0+iI9GfXTk+f9U6Infci3p80HL4w1x/L3jx3M5/g/Osi3g4bxZ4p4bUq1ZOrMDpxr25dfao558jrBwIUf+/L+/DOYf8xXU6zVF8ya1CTNawiESE8WR66L0/qD+lz4ZTe3sjwoZItXnXfoaIXEWghreCO/HTtvPpuRVPHyeyO/fNGXxHCOwH/C0Zf/kHrFTNc35G7YksbsYt0//zEpoBVJY6lF2jBnTi0e7/6eUUvOUqTbF4wJME9eE/fVGjyb98qYRjXzm40sh/L3xAGc0PkzbEpPynqoeKi1z3BN/eAFI3jn5iN8B37L520q4eGgIurGdn6bOI11s/ow0HU5f7TN2kV8ztXeY86c7lxd+ilf7dIliz0vJdI7UH+O7/r1Z9FNDRWSxWUIOcumaeP4dsME2oboUyWOKpsDTP9kNYYKo1k0pxE+yc9l2UCmNNzGZH+nNBotx4czu7Lnk2X8+v6bLKvZgUH9etCiYlqjv0DIdj7rNIo9SglajBrNgObFcYOkNlcP6odx3mLGVXJKpy+euLr0U77a6UPnqcNo6qHKuJ8AVLdYPPQDbrl0Zvbf71PG1dRPyyeOYO6BKXy20p+VnQsl69dB/GmhX5dPHMGwT85SCvMBwZjd03h//hl0NT9i3pgulHF3IDbkMtt+ncz/1o/ig6IL2dz7OU9zEq+ELL9bOJTrxNjvO1kzFiFy1NDGbuyc+yinwxAvqKGNM/jq/TUSs2sFKwwKNTo3fJIAutSgbXNHtgcuZ8O9N+leICG5ci2Cn18RwoJMo+25ff3w8zNPrhP35a9YDT9LFzSqrnAi4i3mLR1OVYfMzwsOvhlE5QnmCbRrxfaMX+KLW4/eLJo0jVW1TSPkT8u+QAX8CoDzbrv0Yzdj4NQ3g1h005bKE/40T+xda/L2nI34f9OLt5d8zcydAebfAKhuc8V3OnsmNUn64OJasT3jp0VxpMcs/tx8hLH+9dNMlh1rDWP+4nJ8M2ka6w4s538HljNZnZcaHT9jUL83KetqPpXn1K/T2Kv3ocO8uYyr9CRpd63YnvE/OhDSaQLLZ/zDewu74pOJvjDty0spPz/8Mt3fwVw19mfxgj6UT9ZPA36cyM2GI9i0ch9XO3elBHB12dQ0+3XA/BUUH9SJcTfNa795dCcGpQrjxvSmcsLr1aFABdpP/I4SbWIo4mf5zgpCZOTlXlJBCCtqVdGRTX08aFJMjatG/mkIcNXY0KSYmk19PGhV0THjA14Lkezf8i8Y69I+IPnFcS7UbN0OVOdYte+u1Vut3bfvUyXWAPpynzLJ0si0Qzn69msMqkPM33XNShFmQuQhVq4KJ7L+WGZZHDFXU+bjwbQnlm3zNj9ZtxsALwb2CiDVRzzfCjRGhWNQCBEZNO9cuiXjl+xh98ofGdexDp6EcnjZBN5u1p2p/z1IHWeDPgyqZGE03PtNend2xuHsGvZcf7ZT6Wr36/wksU7kUo4AfzX2F28knPM5ts65SFz+9xlisV+9aNG3O+oUW+3d84PqBIE7L6ToOy8q+hVL3ddCZJJ8zylEMi3KO9KivCRRQqQpaAeLd+mIaN6aBikuCrT1a8Jb6uUsmbeZs537pE6KsqFAAdenPqZoW/8058w6+tWnLltYd/EuOkpkOMXEKm6cYCMK/g0rpZ24qUtQu7aatXuPcV77Fj6Jp60Uxt3D0of+p78WyLloTdqPqUn7MSGcWz2bz6euZfWgfngsXmlaSvHGWbah4HzsD/r3WGyxDlVILKiucC1EIY1b51qF5efdHtTJXnsht7hgUAgNqJj2a863Bu1ZQPLZ/yW6fc47f/dm0ax3CfitMPWbdqRhgH/qCzaFeEqSXAshhMi0O/vXcRJw2zqKRlstl7G7v5b/LvSmfBprXj8v+dQuGZZJHPF9nmtDOKQaQ03OnQJF7eE/LRF64Ok/UzwFd8p1HMcybw31PlnGN+tP0bdMVSAWA6B2SDvDVNyL4OsOer0WyJ1muecrnX5Vu6R+jh3K8emqjTT9ZxHz5v/NzjXfsmcNgDOlO0zgy7GN5YJGkSWSXAshhMikK+yedwbFvhytelTH0polKu0VthPB+KkAACAASURBVK7+j+9WHeHdsW8816Q1pSshIUDqlT+ApOXpIosWyNSNS0JCrHBrbnUeCgIPDJFpx0UwNy4ZQPHCw2qJdSS39l0ktrafxYsIbf3q057lzL9xgwdUJR/2qAH3D//Hks4ZXnaY8xxccEOFJsT0QcnitwIhQVzD0gpn7pRr8xlft/kM9CHcOrOHBTNnsm7NSHo5/MaGdFdhEcIySa6FEEJkSvyxdfwUFE9Ut8F88UnVNEpdIc/+A8xatZmDw2rQ4CnnSVtT+Mp9nO1dzuJUgQf713EIaOpb1Hy7xcQ3mLO7bmU/oKLlqaNWsWTxTs52LmF5CkPICQKPGIhs6PfUc8wtM3BqWnveXxVNy++28UUdC3OotaHcQwElYeTXtyrtUbHo7yNc7VzCYkJu0GoxJq75ndNcSuJf0Y6Nm9eze0xj2li4GU7Y/k3sTbXVwN1HegomfopxcKewX3vGL6lGmZ5dmb54CyeGVaXms45fvHLkqi0hhBCZYODs5k0Y8GJI60rplCtJ095VweZvlu8MT9qau0ARAB5qI1MfkjB/9sSle9YMGLv7vzBixnFS3XM0aBNTZxxFsWvLu80Txq29S1IXuL14J2dTFA/b8gvTT1u+y2leX9MtZk03ssmAugqd+pXG7vYvjJhxMPUFiPpbrJs0nb148fZ7Fi5ezBI1lTr1phgGNgwbxup7KS9ANHBhwQL2AuUCKplG8dU16PRJaRzOfcf0lVdT95/2BLPfa0KDjt9yXP9kNDjdvlCrQXWCEzcs35E1e7xo+l4L1DZ7+Xz02hQXggJBm5g4dbf5Nv05ZndqTNs2Iy30CTik+FOIpyEj10IIITIWuZfFq8KIy9+fOhnMpc5XqyWVOcKu9Tt50CLhhh2+5WkMbP9mGJ8FB1ACFWV6fUxTDxW5K9ajMjs5MXM4o27WwUdvoGjfIbTOwhJ5yZWsVYv4ZR/S+FJXRrwXgI+DitAzi5k5518e6QvRYd6wJyPr7nXp0tyNvZt/oXf3Wwz/pC3FHQzc3/UnXy8Jwq92afbvv5j6XH1rUJD/2DasPxN6VCffo/zUmfQWaY3rl+g1g/8d7ca4ZQNpeaYJ/bt3pqyHith7e1g4czGHIhXyd5vFMEurdGSVb09+mnic9hN3MbVtABs7fEynFsXJc+8g61etIvBMOHGF32JsmyczjEt0G8MHm/vxx/SuNN7ypP+exOlEjf91MhtdT9UXEV7UGduFqkCp2s1Rz1/KxqGfoulcCcd7eQiY9naa/fS0HBuMZm6PC7y9ZArtGmykfb82NC5qw/H1q1m55RRO3bvTfukyliQe4FCO7v1qsmjMTqZ06sHRYR/ToYInbpG3OLHkN766GEv+3s0oa6X4xOtFkmshhBAZitm3je1Ayd7NM14FxLsOXWo7cPK/NWy/18605rVLI0b98C4PRy9i79KF7FVqMLpXYvm2TJ15hqGj17Bt6RXTHRr7Zj9m56Yj+KHffoZ9/DWTBy1P2q44V2XQLzPoZZbAulBnwhxGPPqIr45u5MtBG5PK9p8zh3bBX9HSQnKNbxd+GnOJPjM2sHHBOZT4LtSZlF5UXrT4fhVeCyYy+IdtfDt2W7K4ytF2wueMbGv91UvytZ7BhgJ/Mmn0bPau+ZITaxL3OFOmwzi+GNaO4smnoTiU46N5iyk6bRyT1y9n8jHz/uv/yxQ+9E8xW91SX4w17bKt9gmLht6gz8z9rFlwHCW+CwHTrHmGasoM+Y1lvj8zdcZfrPvmOOsARZ0Xv8G/M6OnmvlLlxGXbCpL7mZfs8HjT8YO+Y7N0z5jc1JdzlQY+DNf9Zb51iJrsnj78xeP3P5cCPE6eDFuf549Bq0WndoVt1TfuRvQavUoFvdlq0Ui793gYpCevEVKUcwj/ZTJ8Ogml24+wuheGN+inplMsEyx2z/NPGS9lpCgm9wI0ePsXYqiBdyeSzKX/PyKentm3Nd6LUE3LnMv0j5T/Zd+X2Shn7LAoNWihyftRO5lQsPBzO/2K7eGpRwvT3x9aLHPbJ8IkQ4ZuRZCCPFcqV1d01g0TY2ra3rL1GW5RVwK+OJXIJOlPYpQwaPIU7fx1LE7uOJetALuRTMuak1PfX4OrniXroZ35ltIpy+e0XOsD+LEqtU8bDaAph6qVK+x+NMH2IZCU19LL4Kne30IkRFJroUQQgjxUos58CsDvvkH3T5PSszsYj7FJWg7U2f8hd6uMd0CMrPwohDZI8m1EEIIIV5qTy5o/IouAb/zRuvWlHVVEXVjD5t3X0OrFKLpjCE0tbBMnxDWJsm1EEIIIV5yasoMWcrWhn8ydcpcdq5eyCEAnCnYoCvD+/alZelcORyjeF1Ici2EEEKIV0Keam/z9aq3AdDrIZ07uAvxzMhNZMQr4crVq3R7+12GjxpDjC7VLQ+euq5Jk6dku54XRUhICPMWLEKvz8RNLl5S0dHRLF66jKioqJwORQjxgpDEWuQUSa5Fll25epXW7TtSL6AJDZs0Z9jI0dy9Z907rGXW+g2beP+9Xnw1bQqOmicLPBmNRtZv3ET7zl1p0LgZnw0dnmMxpuX0mbN80Lc/9QKa0L5zVzZsCkRRnqyQGR8fz/SvZ7Jg0Z8Wjw8KDqZrz3c4ePhwqn0Gg4G58xdSu1ZNbG1tmb9wEU1atKJJi1bMX7iIuLg4AKKioti2Yyfvf9ifw0eOZthGXFxcUl2t2nVMijmt7Yqi8ODBA36bO4+BgwYT+vhxUt1Hjh2jc7ceqZ4fSzElf80l/rRu35F7QUFUqVyJpcv/Ij4+PovPhBBCCJF9klyLbCnk48O61X+xY8smmjVtwpRpXxISEvJcY4jR6QgPD6d4saKoVOYXqxw4dIg9e/9jzk8/sHNrIO3atGbWdz+8MCOc9+8/4MefZzOgfz/+3bGVH7/7hr/Xb+DM2XNJZe4FBXHz5k2OnzhJWFiY2fFxcXGsXLUmzfM5c/YcuXLlwrdUSc6cPcf5CxdZs3I5a1Yu58zZc5w4dYoYnY7vf/yZe/fukT9/PoyKMcM2ktf12y8/sXXbdu7cvZvm9mvXbzBj1nfkzZMHO7snd/cLCQ1l/oJFTJ74OTu3BlLzjRosX7EyzZhKlijB+rWr2bNzG3t2bmPxwnlU9/PD28uLMqVLEx4ezuUrV7L9vAghhBBZJcm1sAobGxuaNm5EhfLlOXXmLADXrl/ng779U41IXrt+nV7vf0iDxs0YNnJ0UjKevHzy7YlSjoquWfs3cXFx/DT7F7bt2EnvPv1YuSrptmPEx8eza/e/dGzfjvz582FjY0PNmm9Qq+YbRMfEpFlfZtq8cvUqYydMpO9HA1m5ak2a55SRcxcuUKJ4capVrYJKpcKnYEFGjxhG7txPLrw5eeo0jQIaUq5sWa5dv2F2/P6DB7G3t6NunToW6z985CiVK1VEpVJRurQvEyeMw9XFhfj4eBwcHHBxdsZRo2H0yOG8+3ZP3N3zpqrDUhtXrlylup8fri4uFPD2xsenIPeCgtLcXqJ4Mb6aNoWAhg1Qq5+sPqtWqxnQvx++pUpiY2NDaV9fbGxs0Dg4pBtTor3/7SOgYQOcnZ2xtbWlWrWqHDyUegRfCCGEeF4kuRZWo1KpyOfpScijEKKiopg95zfe6/UOOxJGjH/8+RfCtVqWLFvBp58MZOfWQPyqVeXg4SNERUWx6M8ljBk5gp1bA6lbpzZ/rVptVv++/QeSRkUXL5zHgUOHOHTkCAM/6k+TRgHM+30OnTt1SCpviI0l1hBrlpw5ajR06tAeTw+PNOvLTJsAYWHhTJwwjrZtW1s8p8wIeRRC8WLFzEbcixYpQiEfH8A0Kn/8xAlqVPfH368aO3btSpr28ODBA3bs3E23rm+ZjQYnitHpCA4OTjr/xOkyw0eNoUPnrlSsUB7fUqXSjS+jNrLL1cWFcmXLYGtri8FgYOu27TRsUC/VNxCW3L//gLPnzlOpYoWkbT4FCxAUfB9DbKzVYxVCCCEyQ5Jr8Uw8ePgQZ2cn/KtVw9bGhurV/bGzsyMiPJyKFcozfuIXfDXjG6pUrkyLZk0JCg7m8NGjvNenLw0aN2PmrO+4dy/ILEk6dvwE7dq2xtXFhdy5ctGieTNOnTqd5RgzU196ZfJ5epAnTx7U9vYWzylRjE7H8FFjqBfQJN0LLg8ePpw0jzhxBP7mzZuoVDZ4e3lRskRxwsLCefQoxDRVY/VaOndsT+5clpeX0ut0RMfEkDev+YeLr6dPZc3K5Rw/cZKz586n2T+ZacNa4uLimPPbHxQvXozKlSpl6pjDR49SrmwZcufOnbRNpVKh1+lk3rUQQogcI0vxCatRFIVbt29TtWqVdMu1a9OagAb1OX/xIj/8PJvWLd/Et1RJqlWtyugRw3B0dLRKPGp7e+zV9oSEhFKyRAnAlOhu3BRI/Xp1rdJGIkvn1LJFc+BJQmtJgYLe7Ni5m/j4eN6oXp09O7eZTW05eOgwm7dsZfOWrUnb6tSuRamSJdgYGMjS5SuStq/7ez2ffjzQbPQ+ucSk3lGjIXeuXFT38+PixUtUrFDeYvkbN2+m2YY1GY1G1qz7G3f3vLRv2yZTo9Zh4eEcOnSYgR/1t2osQgghRHbJyLWwiri4OLZs3caVq1epVKE8+Tw9iYqK5sixY8QbjRw+fIS4uDgcNBr+N+1L7gUFUd3Pj7atWnLr1i3y58tHWFgYhw4fwWg0cufuXa5cvWrWRrWqVVj393q0kZGEhYcTuHkLlSpVTDMmW1tb6tY2TS959CgEo9HIoUOHOXDwEE6OjpmqLzNltJGRFs8pM8qVLUtwcDDbd+7CaDSi0+m4/+A+AGFhYZw5e44li+YnXcD3w7ffcODgIQoXKmR2YV+7tq2Z8dU0s8TaQaPBydGR0NBQAA4fPsK0L78mOjoabWQkh48epWTJEmnGlvLiweRtlCxZgsNHj6KNjOReUBB37tylgLd3mtvToigKq9euIzj4Pm917oSdXeY+7586dRpvb2/y5fNMVZ+DRoOtrfWnsAghhBCZISPXIltu37lDu45dTIlsndqMHT0Sd3d3AD7q9yFTpn3JuAmTqFqlMsOHDiafhwctmjdl3OeTePjwEdX9/Rg9Yhiurq58NuhjU/nPJ+FbqiRjR480a6t2rZpcu36dDp274uDgQJ/e71HD35/YFBchJle3Tm0itFp6ffAhkZGRSXE4OzunWd+NmzczbDN5GVcXF4vnlBm5c+Vi9MjhfD1zFlOmfYm9vT2NAxrSo1s3rl2/gbu7u1lyWqpkCfR6PdeuX6dM6dLp1u2o0eDl5ZU0cl+juj/nL1ykbccuAPR5vzcVypfLVJwpVShfjrJlSif1y4D+ffEpWBBvLy+L29PyOCyMNev+5tat26xYuQqAXLnc+Hbm10nfNqQUFRXFxsDNvPfu26lGue/cvYe3V37U9vZZOi8hhBAiu1Q6vUHJuNiL7/Kli5TyTT/ZyC4Htbxhi5fLiZMnOXzkKH3e752p6RYvs/j4eH74aTYtmjfN8IPHyywwMBBPT890y/j5+T2naIQQQqQk00KEeIVVKF+e6OgYLl1+9dd+vnDxIi4uLpQqWTKnQxFCCPEak+RaiFeYnZ0db/foxr79B17525+fOHmK7l27yHxrIYQQOUrmXAvxinN3d6d3r3dyOoxnysnJiZ7du+V0GEIIIYSMXAshhBBCCGEtVhy5jiXk0n6ObTnAzjvBhEfEEQfY2bng5uVD/ZqN8a9XGk+5JlAIIYQQQryirJJc6y5tZ/7cvzkekXrhkbi4SELvXGDtygusXelC+ba9+KBFaZyt0bAQQgghhBAvkGwm1zHcWjiDLw88JA5Q7Dx5o9WbNPUvS2F3U/qsig7lzrljbN+wif/uR3L2758YtsefoWPfoaTTq700mBBCCCGEeL1kI7mO5dFfPyUl1rkrdmNYn9qppn0oTnkp6N+Ed/0b0Obocn7+4xC3Hh9hxixHJozoQgGZJiKEEEIIIV4RWU6ujedW8NXOW8QBPk2HMr5DkQyOsCeP39uMz5+X6VMDuXp3D18tKMNXfSqizmoQIkddvnoz40JCiCwpVSKj36lCCCFeRFlMrm+xY8khwgGlbDeGZJhYP2H0acln795l8MLTxBxbyZZr5WldXBYteRnJm78QQgghhLksJdfK0S2sCVVA8abnu7XSvjhRdZblH81hR4rNtfp+QS+fs/xx5zF/bzhCs09qyOi1EEIIIYR46WVpyPjakXPEAYZyDaiVKysXJbpSvVF501/PHeNyVoIQQgghhBDiBZOF5Pohd27HA1CsVMmkEWdV9AX27QsyL6qUp9uMATTNmzoBt/UtSQlApQridrDx6cMQQgghhBDiBfP0ybXqAcGhpvWsC3u5mzZFn2Xp+Nks+PMrvlpxlajEotEX+GvqbLYmlE8+B8Xong/TjN3HBAenXh9bCCGEEEKIl022ryQ0Jda/sjNGAeK5uus7vpi9j/DwZIm14k2b4W9T3woBCyGEEEII8aJ6+gsalXx45VVBqMKdy9tZumiDKbFWvKlfy459B24TdnoZI0YnlvemzYhPaF3MBX6uQdeEzTYhD5CF3IQQ4uVkNBp5HBaOTmdAbzAQHy/T+4QQArK0WognPoVsITSO2zvXcxtA8eatz0fS2MuGdr7zmLbwOI8Sticl1inEX7rC1WwGL4QQ4vmL0Eby4GEo7nlzkzu3Gw5qNXZ2tjkdlhBCvBCytBRfcf9y2J08RRyYJdYALjV7M94rL7O/OUe54UNoXsjBQg1aDu84m/WohRBC5IjwCC1R0TGULF44p0MRQogXUpbmXKv8mtEhYQUQu0qNqellXo2maDsGfz86jcQaDAeWseCOfIUohBAvkwhtJFFRMRTwypfToQghxAsrixc0FqZRjxrkAuJO/8k3azI/e9rmzka+XXjaNOothBDipWA0GnnwMJQC3pJYCyFEerJ4+3OwKfcWIwKC+HznLe5sncnEkLcZ2KsGnvZpHRHL46PL+fmPQ9zClgLlfLG7dJ5bkmULIcQLL/RxOO55cz+39hRFlmgV4nWnUmXlRoU5LxtL8dnj0WUgI2t6YgcEHfuTsUMn88fmI9wKiUoqpYoO5e6RbSycNIpRfxziFmDMU58PP/6Ifo1lBCSrjh49mtMhCCFeI3q9AbU6zdGTLFEUJc0fIYR4WX9HZHnk2sSRwu+OZ2bN7cyf+zfHIx5yaN1CDq1L/yibx//y24/B2F16ALjg4fZyfjIRQojXhd5gwEGtzrhgBl70N0UhxMsh+e+SF22EO5vJtYnGtzH9p9cn5NJ+jm05wM47wYRHxKUzrzqee+fOA7YUrtOdgOLZvpeNEEKIZyg+3pjl5faeJqGW5FsIkVJGyfOLlmhbJbk2scfdtz5NfevT1HqVCiGEeElllChbI5GWZFyIl8/TJsCW/p2nVUdi2ZxMsmXIWAghhNWllfSGbh1H69atad26NW3atEn46ceoJfsITmd+5csw7zJ6z+f4+Vbgwy2PczqUZ0e7j7HVyuAzaBPhAJxhcdt2DNoS/Fyafy36+DXwtP/OLf1bz+j3QE7+fpDkWgghhNVk9Eao0oZw4bw9RerXp169etSrV4/6VeLZPaUXNXuvIOXCrll5E372P6f5s207PtkcZL5dZ0SnKITrdS9AjJmM+cQi2rYZxoYHxkzWo0fRG7HX6olJ2Hbn/HkeRGT2+Fe5j+XHWj/p/W6xVCat49Kr71my4rQQIYQQr7O03txSbYuvxLvDhlE92bZPu8/jnbZj6bu4BoE9imSqnpyTkFBqjWZxOTaexOlTY8DB4QWLF9KKGSWI8+ceEq4YUZRMjLe5NOB/p08xDjUaRcH0H6Y/rXrOL2Mfi+xKnMqR1nObfKpHYpmMtiVuf57TRCS5FkIIkW2ZSaxNo0iW99uVaUOP+rP4cOsJgrsXJn/SHi3XT5zngV7BqHanbJUS5DKr1UBEhA61mxuaZGXVnmWoWty8ZPJj7p0/we0IBXClQJWyFHIwf+M1REQQ4+BGLgeIvHaSsw8VClSpTCEiiTCEowN0ukeEhzuhJJQDAxE6HWq1Gk3K2PRBXDhxi3DA1acy5Qpq0o1LcStIlbI+aMzOL22Gh9c5f+0BOkh97nptqpiT+j1cDyo9hofhhKttktpJff463MvWoKSbCkNEDDoHexwcABKeQ8X0fCaWVRw8Uj9Xei0ResXiuSRvz1K8affxE4ltgwMexctQwlOTZhvpxilyhEqlSvcDU8r9KRPxlEl2TibYklznEK1WS2hoKHq9PkvHu7q6cunSpac+zs7ODk9PT1xdXbPUrhBCpJRRYp0qyU42yvlknx70Crrc9jgoptHQuAvzefetLzlmeHK80cWf4Qt+pU85R9OGk99T462zjJwVwO6J0zigTdZuxUEs/r0/fsmWe429vophXSewRWtMFpELFUbNY1GvCgkJWyibhzahc5Ex/BP8HYO2PQJjLT7/73cq/taUzgvDTIdN6kyNSXC95yJ04/whZDPD647Ac8lpJle1TRZbHbaOnpnsPNQU+eAP1g7zT0oQLcWlKt2bpcNs6PbBOT7/73e6eVgaWQ5i95hBDFpzBkPyPq44iJWL+lPBQcXZmaljNqOCKR1qMgXovOQMk6uGpz7/lPsK/2o654SRa1vtYRb3msbkg6FPYrCvyCcLfmVgVdPNh8I2jqbWyCgL53KGb2u8xYkpO1jc0ctivGn2MUDIPr7q8wnzLkQnq1NNiXZf8vP0FhRO8ZxujlpE/zVP3j+NLg35au1PtCsoM2VzUnrJr6XEOmVSbelxTiXYklznkNDQUNzc3HAwffQHUj/pz+JxbGwsjx8/luRaCPHMpJVYJ5//qCQk0ImPQ/fM5eeDRjp/XwM3RUG5t56Bb31JUPuf2D0pAE9FAf0Ntkz6jE+7jsJ77yxaJibNNvv5csg92swJ5Fj9QmiAyPP/MH3YWNoM9mD/751NCVbIVj5pP569dceyYmp3KripAC2X1n3N0NE9ed/1bxZ3KExiwljsz/EMbjSOv/5tRSG1CrWbCs3gzRwYeIbv3+jDiQnLmduyMIqDm+k8Es8t+RQJm/1MHwVjl+3jz7K5AC3Hp/ei5+/jWNh+Ax+WsAHDAaa3H8+G6mNYM7NHUlyXV4zh7YF7AD9IY+5o7PV9zNvtxrBV+3m7rGn8NfLCKoZ3m0Dj/1Xixhe1KWch5kR2p37C/8OzjFn9E20LqlC72SQ9N0/OvyMlXaPQ8WTfk+fW9OjwtOHc6fITm39paPoWIOIi/0wfychuQ/DY9htv+SRLXFOdi3m/WYo3zT7Wn+b7d/oxX/0WP28dRsOCGsBA0OFfGfbhEN518WDTWD80yZ7TSV1+Yte5APIB3FvPRy1HMuD7zTSY3kJGsF8yaSXZ6SXYz4N8TMshcXFxZok1pJ4j9Cweq9VqYmNjsxSzEEKkZGnqR8q/myXVgMrmFItmzGDGjBnMnDmVoV3r0/DDhcS0+5IxTXKjKHqO/TqVrd4f8+3EhngYEy6WUxeh6efj6Wmzla83XDart9iE75hez8c06q0oOJdpzeQZQyi/73/8eCDKVOePE9metzvzZnSjvGtiXC6UajuJHz+vyrEJv7JXZ0xKGmO9PmHJD90p5+6Gq6urqW61C64urjgADmp3XF1dcVMnXmSVdOJmsdWa+jU9y7gltVdl8HB6qG6x6+R9FEXh/ppfWRzfgdk/dDeLq2SXGXzbwdmsD1P+2BXtwNw9vyWrX8G5dEemTWxEnmXbOZ1GzIk/jq5qUByw83B5co4J5x/n1YN5M7pRzt0BtTpv0nkmzAFJOmcFiK4whtkTG+KjTojV1ZfWU75kuM9hPvl1f9LFj5bPJSG9Tnz8FH18f+0sfrlanfG/jqZBAYeEMvZ4+Q9kwQ89efznlyy/HW/2nH47sSGeiW15t2LU6Kq4rj7MpTT6WH6e34/RmPGFsZZeQ6l+zyipfw+l9fhZkJHrHKQoStKnruf9pxBCZFd6b1op3+Se/AmornNxTyw3gUfXLnC3WBu+WjqUTpXzmd4gucSeNeHEl77Ilpkz2WLWipbbHjZc2nae+11Lkk8BlGq8U6d46t9tpWvRvcA3DNx7juk1NOxZHU7BUV2opk4deyH/VpSLn0Dguc+pXcWUxN1p5E95RSH1b8zEecaKeT0JZZPe5BXAWJNm1d3My9m74JB0fAgnt5/gRoe3qZ0qLnv8A1rB0itpjlwDxN7dx1+zfmfVddPieC7FatOjSi5IGN198rHGUswJ/zPbbjr/240bWuirxAQ3sbxpX7WudSmZqq9KUbtrMfJ+v5fTE2tRymJbacWWmT429d31t2bQ1j31e5tN9YZ0Ui1my6H7vFNQneZz6qbOk6Kvck5sXBx6vUHepwGSDRCqMvh7Rn+m/Lulx9YkyXUOSZnoZpQIW3v/i2Tnzp2cPXsWgGrVqlG7du0cjkgI8bQyl1gn/BnXli/WjMdfUbi/bhDNR50iyD4vRmPifGMFncGIy70b7N2bcnE+wLUkVT3sMBqNGI0KilGNUW3EaExZMA/uxexQYowYjUb0BiPe9s7J2knGRY2HAorRmDB6BihGy2VJHF1Lsd+YkKAZjRiNqoTHJMSZ9vE6BbB3Rm00krI1lYs6jTpM4k59S+eef3DHvwdjP22Mj4OK0OtbWfvzehQ6mGLJMOaU9Secv9Hewvmn7BtTvRrFzmJfebgXQtHrTHEomeuPzPdx+n2HnXPCSHz6z6lRUUzTTCzV8ZzpdDqMr1FenW46oiioSDaf2kJynNlBxcQ65ILGV1x2Rp5DAsfxwbaazP66Fd4v+cj1vn37OHbsWNIUmf379wNIgi3ECy6t3yMZJtYJo52JyZZnm5F8saEjQ4bMpPqqIfg5qAA73L1tsev8OSv6VEi7TaMRo2IE1SP0YUaMeVNGc5fzh/SUqabGaLQjbwFbzj98iNGYL3Xg4ToeYk/Br2vngwAAIABJREFUhOTLaGow7eQaLCR+xoQ4E5JrxfjkXFMmk0nl7HB2scHt7l3CjFVxSxnW9etp1AEQys7ZSzhTYRQb/+hOycTNfn7UdY/mjY+VJ+eSVswWY0zv/FPuM9V7TxdhsV9vnz9BXMFupuQ3+XOfvNrIRzxIFVtm+jj9vsMQQQwQb6+k+5waFSVpe04n13HxOR1BzrGU+CbfpEr6NiMhWVapzEaoM5NgJ/csk22VTm94cTKtbLh86SKlfEs/0zYc1PZWq+vKlSt4e3s/9XGhm8fTb/ZpYrEn79vTmNu5ZMYHpRAUFETJkk9/XHacOXOGXbt2pbk6SvPmzQHYvHmzxf1ubm60aNGCQoUKPbMYhXgZBAYG4unpmW4ZPz8/q7d7+epNSpV4sv50WnMa05r/mPgTd2UbFG2Ki4v5NSdCCPE0jEYj8fFGomNi0BsMqBKS7eQJd0bTQ55Vci0XNL5EkifWuZuN5fssJNY5Jb3EOnH/rl270twfERFBYGDgswhNCGEl6V1MpCgKdnZ2uFRoLYm1ECLbbGxssLe3I5ebKw5qdYa/f54nmRbykniSWIOm2Vh+HFAFl5wO6ikkJtZDhw7N0vEzZ84kIiLCmiEJIbIovSvxk283G7G2sEKSEEJYg6OjhuiYGCDjkennMQ9bRq5zUObmJkJI4LhkifVEfvuoMi5PcXxaf4pXVORtbgS/vvP2RM5Ia9RIURTi4+MxGo0v3MXU4v/s3XlcTfkbwPHPbbmtoshaDENZso+sIUJZsu/GmBGDZuwyxhZGiDRjrWH4MZYYy9hGEZmJYRjbKDuDYiJaiOqq7u+P6iotthJ63q/Xfbn3LN/v9xycnvv0nO8R4sOgo62ddqNscqaSNCiY2EeC6wKS3Swe2X1+4D+FYT4hmQLrIrls/zKf3xdhYWF522DUKfxG96G9vQPN2jrjMuNXLsW9xPm4uxe3Fgs4m7ejyeASmzq2YczeyDxp7fYud/otDuaFef6zy7Adtp037/Ue+10dmX86+Y1bEh+G57PWKSkpJCUlFfSwhBAfKC0tLZKSklJnD3ru+pNZJH//sIjgu/mbgJLguoBkd4fr85+jAqbmGFi/zP45fX4fhISEsHnzZv788888avESm1xmcr2TF9uCAjm8byOTrYIZOmwzt/Ooh9eVfGQHPsYliVl/ME/GUq7vT/w5u0XWO+eFyGO5/VYsY9Y6KSlJHl4lhMhXT58+TQuwU7IE1pmuUSoVqnxONErNdQF5mVKQ9MAaIGGfO5/uy9JMjlrO3MKomtrvZUlISEiIZtaQPKuzvnudk1F1cbYriz4ARlTs+wUjft3I5ahelDNT8PTabyyZsZRtYYkYWjTnm/lTqHfCjY4Lz4AWHLX3x3lhABO0fLFdXoY9Pl1JnbMhlOUtl1HWbzGdFQG49T5M7X5P+GXLOe5jSIsh85na0zqt3+dFc3hLEG2+WkDtJZPZF9qDz2toa9bGnFiBx4xtHH38VDMm+9JawGNu71rMd4sDCXmqQ9GqXfGaPxRrYwWxu8bT7HJfzo2rD3HX2bfQg++DbvBQ15B63Wfj+WVNbnl3YvDOePSAri0DmeC3mM6lYzm3ZCZTd57jwVMdrFuOZ8Z0B8oBl707sdRwBC3OrmDphYfopI9FEYBbHy+OAoxtx9qO81L7FR+sF11D0jPVGd+n3tUvv9kQQuSfhIcJ6JjpkPDwIcmGRSmqD4mPwrlzB8wrWWKiB2BOreHDUBs/yy0nPrrLvcinFLOwoIgybaEqjkcYU0Sp4t71cHQsKmKmzCE5qbpH+PU4DC0sMDNObUCC6wL0fCF9xs+qPEjy5NT+uxxgZwysa9SogaOjY940XKo+HWosY+bwJcyY1I+6lYujTw16b/oudX10MPOGr0J/1gaCGxYlNmAazuN/YcO6BQTb7sWtVyj9fx9PbeCF9SGKc9z8eDm/7isHYTtwG+zGxurbMgXNGtGn2B/SiM7zqvNRzzJ08D/D5zXSgtPHwSyZcIYGa/bgWUGLyK3j6DH+F6zW9abchY2M9lHjtm0/DYyfEOI9lEFeVQma3iJT8zfWTGKJ7mj8ghpjEneKZQMn4lV9K5PH7CK41bJMXxIit36La2hLNu7zphzh7HF1wWNHNZZ2LgfACf/j9F6+hQOl4wmZN4gv1p/m+DgnPIPqs991IGdc9jChbjbHKAql9OxRemAtZSFCiPz0y/DFKBxiOReaiMLWhXHa65h5rgJtq2pzZdZlKkxawNCaiRydsYD48XNxKv2Isz98y7yL5tjXNOF28CmSBy7gu/ZleXRwLjMvlqHk9XsUtS7CjQPHMBnlwzctSmTq84H/DL7enEzL+sWJPXecqzbjWfRVXQmuC1Juj+Is3XEWPrpZy0LeZIaQd6k0JCwsLMuc1fkWWANQkhZL11Jq5ypWjR7ABJUuVZt+wYRxnVOzvYd3sLXp1xxtWBSAou1602fOMv6O6Em5Vz1dKc3p0Do1IMWyM6M+38mXB0P5vEatLJtGHtzCgWZ9mKJUoG/rSH2f3Zz4uh4NlApQKjFW3uXq+avcL2OFefc57G4HRQCMzSmhOk3I1VvUrFMBmzGr2RcH+kDGCQ+NSpsRE/IPt27VxaZ8PUb4beYhBtkO27zTfHZ3Mk4rJ7HAtpUV31yNAFKPpe4gF5qU1gKMsHG0h+W3iKQ+uc+4LAqL7L60Z6y5fpe/1AshPgTnuVdpAd5flkFX9yqb+pXh69VjaVhEG62+kfxnZEzGn5AJwStZlDKI1ctt0VcowPUO+4d9yy/Wq3AE/rlQAl9fVz4CtB3WMODHYzxo0ZHiGXos0XAYix1LpS27wZ7BSwiOriM11wXpRaUhpm1n4jPMBl1Sy0KGLjtD3Evs967PFuLv78/mzZsJCQnRLMvfwDqdKVWdx+G5ey+H/bwZbrKfYZ8u4ULaWuNDs2hj74CdvQN29qPYoLjGzf/e/FwZG5tyM9tfRVzi4OqbdGxlm1oyYtmYblZH2XDgfupq3YaMXjsJ66CFjOnoQLtP5xIUkZC6zrIzC5Z35cn/ptCnrRMdh/tySZX1IUfm3Rfwvy6P2ejWh9ZtnRnlG0KiMstmqVT3ODbXhS5tU89BtyXn3/jYxYcvuzrr7G5olLIQIUR+SlGXpVZVk7TrTlXafpHE0i+/YenavZyJ1qF0WllH+hXr9rm/qdO6Ps8mCC1Loy4WHL8UAcCTmlZ8lLZGbVqO8tn0+TT6AtsnfcmwTz/jq5FLCHqs5qlKLZnrgvKix3Sm/2nadiY+TGOYTwjx+2cwlOn8OKIORi+5f05/FiQLCwtCQ0MzPY0xvwPr2KB5fB1YE6/Z7VMzrWYfU3+MC712rORyRAplgYdtZ3F2UuOsO999s77j4qKpkN3TPc8e4MfHKlTTOpHx8ThPYw9y26k35VDxyLgm3Tx96AbEH/Hms2ErqBA4jtqqOJLLO+D6vQOuqLi9dRJdv/2VPT5dyRg7J8apKdtuLLPbjQVVOHvGuOC+Yy1LOz//mGIVId5j2Wg6jbX76mECabXbb3bs4sPyOvNbZywPEUKI/PL8NceszSRW2T8i4vxJ9i8azfK6k/Ad9Ox3rWrUKFTP9lUoFKhUqlcomL7K7m93Yz5/OT6WWsAd9o30JhmZLaTAvEognDGDHb9/BkOXneHxGwTWBZ25trGxyfS48/zPWEPROk2wOrGKFQduk5r7VXEvaB9HdEtS1kxBUdvWtDu4itVn0rLGUefYMmcHt9P+46GIJi592r7SFWl5MZA/I1LS2tlNUMbOtI6x50DavB9hO/hhdSzdW9V4bkQqQnbuw6DbQoKDAp+9tk2n4729/HkzBcL24tZ1CnvT5qxWZ7iZIvnEMpwHL+afODWgJPtktIor3gMYvvhU6rR82WykHX2PRwA8JS5OhVFp09TNoi5yeO+lF57XjOKi4l5pe/Fhyy7IFkKI/KIGSL/mJN4k8LtVXFCZULauAy6jnCDkOg8ybF+xfhOC/PbyX9pnRVwoO355RLOapV+uw6cxRMSVoFSp1J/NWvfO82dY6nVOMtcF5FVLOEzbzmQ50xjuE0L8fg++4lsWD6+N8XtWEpLOxsYGyP+MtYapHVPWGuI3dxzdvrvPI3SwqN2SQcvHpNY3l3Jito+aJTM+wy4sEV1DawZOm0E5Jak3QzZcybROTnReuIeRdVsz6us/cR3YlvkYUr+HI59k7EttTYVrC+gy7xz3KUkb19n0ff5mxuhg/A6UY4ifTZZxDui8hK92htDz687McL/OApcOeDx+iqFlPYb8MCX1psqmrqy+NQfPbm3SZgtpyffunTEHYjWNKbEZM5fuM+fTx/4mD3UNaWD/Ld+mZ62rNWeU3kQGtvyHyduW4DT2G45O+Io2yxIxtHDAteHH6DyIS/sykpuS2DrbsnRed2zPzOO4zBYiMpDAWgjxtqTPc41eeeraRjDaZQilTPVJeqKm/jcLKI5Ks62W7WC8L85kdPdfKGWqR3S0msYT5tLZUotHoS/Rme4n9PxqDyMHDmG9kYJki9rUt0zNWSsSElXvRrT1hq5cvkQVK+t87UMvu1/tv6bLly9TpkwZ4MWP38y4PmpfaoD9FF3M+s9mZffKr7Q/wH///YeVlVUeHcnL8fLyArI+/jwkJITw8PAXBtY57f/OufvczCJC5DF/f3/MzXO/jbR+/bz/gnPl2k0qV3pWdZjdF/fnp95LSkoiMTGRxMRE4uPjsbbO32u0EKLwOnn6DAb6+ij19NDT00NHRwctrWTi45NQFimCvkKRZWKH1D9VxMWpUBYpkqH++hWo4ohTKTE2fvbrYclcvwNeVAOdcb1ZWgZ7yIFGfNe98ivv/66xsbHRZLGFEO+n538j9qLPQgiRH7Jca9Q6GBnpaWqgs09GpgbGrx0pKY0xfq7sUoLrAvS6NdOmbWawtW1a7fR7djOjEKJweP4JaVIaIoTITxmvMZrrTwHFPBJcF7DnbzJ8G58Lgp6eHomJiZryjtdhYvIePNC7lBOevzsV9CiEKDA5zXcthBD5Tc27cf3Jw+D6KQ8uH+XUvmMEhUcQ+zCJJEBHxxiT0hY0b9SaT+ysMc+7suUPwptMp/c+TcPXsmVLDh06RGJi4os3zoaJiUn+3vAohHgjGTPVz2et00XESvZaCJG90kXzdgI7tVqdOt0ezwLstxUD5UlwnXD5AP9btZPTD7NeTJOS4ogKv8ivWy7y6xZjajh/xmBHa4zyouP3mI6ODiqVCqUytVDnVWf7eN0/ExMTNX2+TVJbLYQQQojC4A2D63hurV3AvGORJAFqHXMadnCizSfVKF88NXxWPIki/PwpDuzZy5G7cYTuXMr44E8YN/lTKhsW3vrfkiVLEhUVRWzss4nTns8s58dnXV1dSpQokefHI4QofF7m161SEiKEeJte9rqUn1nsNwiun3L/l6WawLpYzT6Md2mSpexDbWhGuU8cGPhJCzqd3MSyn45zK/pvFngbMM2tJ2ULaZmIsbExxsbGr73/yZMn82W6LSGEEEII8fpeO7hOOb8Zz6BbJAEWbcYxtWsF4BGRR/3x23eSi3efkARoG5hjVc+B3h0bUab+AKaWMmOuhz/XbgfjuaYqni41c3i6nBBCCCGEEC9mbGiAgYEB+vr66Onpoa2trXlpaWmhSJvnOuMc1xmz13mZyX7N6vFbHNxwnFhAXa0PY7tWQPHkIlumTGHKz8GEpAXWAMnxkVw4shH3Se6sC4kjxaI9owfWRAeIP7WFfdflBhchhBBCCPFheK3gWn1yH9uj1KAuQ/+BjTEiksPf+7A/Sg0YU8PZlXk/LMJ3mRcLRnemrokCiCZ46WIORKSgbNSHzyy0gGh27vk7w8MohRBCCCGEeH+9VlnI9b/PkwSoqregcVEFjw9vZEN4CqBP46HfMqhOei2xLkWsWjNsVhV2zPDit6j/2LwmmPoTW9CgVQ1+WnsOzp/iCrbUyLNDEkIIIYQQHwJ/f/8XbvOuTdX7GpnrSMLDkgGoWKUySqI488d1koCUmn0zBNYZ6JanW7/GGADc+JO/H6jRtqrMx4BC8R9hEVIaIoQQQgghsjI3N8/19a559eBacY+IqNRpTsqXLg6K/wgPTw2O69auluNuydW74zVpJJ/b6ZP4XwopxUtSAYBoIiJkqiYhhBBCCPH+y9PHn+vqZpxXL5IjHl4cNalPo7aNaFjREl3LyjTqNyZ1tbo8jTo3I+7kPxjKQ9iFEEIIIcQH4NXDWnVJSpspIErNrYgHoC6DhYUWhKdw+vx5aFAzbUNzrK30WHswmCvng/kZbYwtquDQqDV1GlWijGERKrTrxeB2vfL2iIQQQgghhCggr1FzbY6FpTYA/165igoz6jSvhA6Q/NcW1l2K02xZ6pN6PHsWYDJx4Rf5dctS3MePY8S4ufj+EsS1sMdvegxCCCGEEEK8E15rKr5Kn1RHB1Ce/52jsWqMmvWlX9rUesE/eLDI/xIxTyH5o5rUM8h+Uu6kpw9JiFXxJCmep0/f4AiEEEIIIYR4R7xWcK2o35auZgpQ/Mf6tUd5jDnNRg+jjZkCiCN051K+3XARqEQdK+0s+6eYNsN9kQejXNpRs2IJdAvpI9CFEEIIIcSH5TVvJSxPq3627FvyF7EX/Fi4vRxTu1alx3ff0SLt8efnz//DHapi3bgWOmdPaZ7YCKAVfZiZs02YOdmRknlyGKIgPYyT0h4h8pqJsVFBD0EIIcRreO15OrSq98LN/j+mB90ifL8XEyP6MN6lCeaNe/J1456a7ZKq16Q+p/gLMDEpwpOHj0gC1Ld/Y9psJMD+AEgQIIQQQgiR6rXKQlLpUqKnKxMbmaMDxJzzY/K4WfwU8De3HmTIZOrUwraGDlACx9GzmN2lgiaiTw2w/bn3BgcghBBCFHbbNq/H23NWjuuTkpIIOXeGh7Gxb3FUz9y7G4G356wC6/99c/XKJRzs6rFt8/rX2v/4sSOUKabN8WNHiPjvDl5zZxIdHZXHoxQ5eYPgGsCA8gOn4jW6M3VNFCiSIjm+Yy2zp07iyxEjcXH35x66WNX+iOSSttQsrUWxtuOyBNjuK0+jeuNDEUIIITKbNe0bZk37Jk/aio+PZ+KYEZQppk2ZYtpUr2jOGFcXLoSee6V2jh87Qr/u7YmKepAn43oZcXGPWDh3FieOHX5rfaa7fz+SKW6jKF+hIkbG2TzFWeSrEuYl0dfXx3P2dJ48ljLOt+ENg+tU+latGTZ3AR6je9CjugXFTXTQAbTvnuNarBr9KjVpUruWpvwjY4CtKGfPlM/qosyLgQghhBD5bOmPa/kvJpljZ67SvmNnJo4dwZ+Hfy/oYeWqWDFTVq3fSut2Hd5qv2q1ml9/2YCpWXHaO3dHWzvrJAcif+no6NB/0BAeRN5jv/+ugh5OoZAnwXUqXYpbNafNV254zF3I0mWL8F0+gcZFFaSUsueLrmUzbV2s7Tjmjv6aWW5dKSuzhQghxDvv5s2bOb5u3bqV6RUWFkZYWBjh4eHcvn2bO3fu5MkY8jIT/aZMihaljVMnXEeOZ+0qX2JiooHUEowdW/3o4NCEKpbFGDqoD9evXQHA23MWnR2bE3QggBqVSnL82BEAboeHMWHUMKpXNMeuQXV+Xu1LUlJSjn1fv3aFwQN6UMWyGGNcXbh547pmXVTUA4YP7s/aVT60alqHbZvXExX1gH7d23P82BFu3fyXT3s7c/XKJc0+vwftZ/SIwTx5/Bi1Ws2BgD10bd+SKpbFmDBqGPfuRmRq+7fd2zX9Txg1jPv3I7Md5727EewP+I32zl0xMDAAnpUsLPKag1OrRvyycW2Wc9CqaR12bPXTnIPExET81q2iVdM6mmO+HR6m6Sc6Oop5303DtlYlbGtVYt530zRlEOklFou85jDG1YUqlsUYPKAH50P+YeXyH7CtVYlWTeuwd8+vqNVqzd9Tj04OrPJdTKumdbCtVYmfV/ty+tSJHI87t/F7e86iX/f2/LzaN1N76euTkpLYvGGNZiw7t20iJSUl07nMrf34+HgWL5xL9YrmdG3fkmNH/si0b7Fiptg7tGXn9i2af6cfmjt37nD79m3Cw8M115/nr0u5XcPy8lWgDx4vYlWFIgU5ACGEEC+tQoUKmvdqtVoTiKS/V6vVpKSkkJycrHklJiaSkJBAfHx8QQ0739Wu14D1P6/iTngYxYqZ8vuBAHZu34Lvaj/KlrNg+y8bWOLtyXfzvmeM21SaNm/F9/Nns2TFz5iZFefRw4fMdp+Efeu2zPFaQuS9u0xxG8VHlSpj16J1lv5iYqLxnD2dVm3asdh3DXfuhDNjygTq1W+g2SY2Jpozp07y089bKF2mHPHxTzTrSpcpx8cfW/HP6b+pXMWa5ORkjh89QsPGTTA0MuLwHwfZtPFnFvuupXgJc7b4rcVr7kzcPbw0bQftD8BjwWJ0lUo83L9l2+b1DB0xOstYb964TkJCPJU+tsqy7he/n+ng3J1Kla2IiYlmxpQJ6OjosHzVBm7duI6nhzv6+ga0be/MFr+1/OA1h6/HTKRUqTKsXrmc+R7ueMxfhLaODou95vLH74FMnu4BwOLvPUlMSGDi1Gd16EeP/MHnLsNp3NSOBXNnMKhfF/oPdGH+D75sWr+G5Yu8sKlZF8vyqf/Oz575G7sWrZjh4cX2X/yYOW0iDRvbMXDQEFq2bsNi73lUsa7K0BGjcx1/uw6dAQg6EICVdXWmfzefoP0BeM2bRa26n1C7Tn2OHvmdyRNH8cWQr2jWwp4DAXszlRu9qP1ft2xgkfdcJkxyx7paDTatX5PlfFevWYdli7y4eeM6xerUz/0f9XuobNmyGBgYoK+vj56eHtra2pqXlpYWCoVC8wIyvU//nFcKNLgWQggh8kJ6NnvqzLlvvW+lnh5JT58SF/cIgEZNW9CoaQtNfXHteg3Y9stG7t79j4qVKmfZ38DQEI8FizE2LoKOjg5lypbDplZtzpw8kW1wffnieVKSk+nQuQeGRkZUrmKNc5cehIfd1GxjaGiEy7CvNf1lDK6VSiVNmjUn+I8gOnTuQVzcI65euYRz157Ex8eza/sW+n82GAvL8gC0cexE8KGDRPx3m6LFTDE0NOLzISMoVboMAE2aNefE8WMkJCSgr6+faaw3/72GSdFiFDExyXIc7h5etG7jBKRmzkPPnWHFms1Ut6lFfHw8If+c5VBQIHUbNOL3g4F07dGPfgNd0NbWRs/AgFnTJnLnTjiqxEQC9u7kW3cPOnTqBoBOWtDfo88AlHp6AHTr2Ze27Z2Jj4/n5Im/uB95j89chlOsmClKpR7dOtjz351wTXBdr35D+g8aQokS5ujp6bNx3Sr6fvo5bds78+TJE86ePsW1K5eJj4/n7Om/cxx/i9btAGje0oGvxk6kRAlzzM1LsT9gNzevX6Va9ZocCNhL8xYODB85jmLFTClT1oLDwQc15yq39us2aERQ4D769P+czwYPR09PDwMDQ7Zv2ZjpfJuZlcDUrDg3r1+l9gcYXL9L8rAsRAghhBA6urrs999FB4cmlCmmjV2D6ty9+x/JycnZb6+jw6OHsUwa9xXVK5pTppg2nh7uJCU91ZRzpN9EuW3zesJv3aBsOUsMDZ9Ng/p8LbOuUqkJKrNTzaY2d/+7w727Edy6cR0Tk6JYlv+I+PgnhN26QZ+ujpo+61az5Pr1K5rxZ9d2SnKy5jcZGYWH3aRsWQv09PSzrCtS5FnAfelCKNevXaF1s7qUKaZNpTLGrF3tS0pyMpF3I7h+/QrWVatpjrOFfRsCg09RuYo14bduAFCx4rMvLunvIyPv5niOSpiX1Iwru1rw9IxnRubmpYDULGfGfXIbf/p5ydieUk8PA0NDkpKSUCUmEhV1n8pWVTOdk4xya//J48c8eHAfK+uq6OXyd25kbIyxcZFcy41E3pDMtRBCiA/K285iqxIT0dHVxdg4tdBxz44t7NqxFZ9VG7CwrMC1q5eZOjFryUS6+5H3mDZpLE4dOjN7/iKUSqVmWj0zs+Js2Ppbpu1fd3q2jEqVLkPZcpZcv3aZSxdCqfdJAwyNjEhITECpp4f/oePZZjfza4aTxIQEatepz4LFP1K2nKVmuY62Dnfv/vf67b6lcqTcxv98Nv95WtraKJV6KJXKLMH8y7SvUiWio6ODvr5B3hyMeGOSuRZCCCHewNlTJzA0NKKsRWrQc/PGdTp17o5l+Y9QKBSaWvScxMREo69vgINjR5RKZdr2WbPA6SzKf8Sd22E8efJsWrWcsuI5SS8N2bNjGxdCQ6hdN7VeW19Pn2LFzDh/7oxm2xeNPzcWlhW4cyecxMSEXLezrlqda9cuEx31ADOz4piZFUdf3wA9fX1KlSpDpUpVuHTxguY4r1y+yIrlP3DvbgQW5T8C4N9/r2raS3+fvi6/5Tb+F9Xy6ujoYGxchPMh/xAbGwNkPee5ta9U6lG0aDH+OXuaxMREIPt/D6rERBITEzVfAkX+keBaCCHEe6mgZw55GBvL1k3r+N5rDgO/+JJixUyB1JkZ/jh0kDu3w7lzO5xVPy7lwYNns0qYmhVHS1ubqAf3SUxMRF/fgJjoKI79+Qdxjx4R6L+bX7f65divVdXqaGlrs2fHFp48fszF8yFs+2VjjtvnpFbdT7h54zopKcmUr1ARAEMjI5w6OLN+7SpOnzpBcnIyp/7+i8kTRr5W1rpCxY95GBvDo4cPc92unm1jmrdwwGPGZHZu28S+33Yy7Iu+rFvti5GxMS1aObB9ywY2rF3JwUB/Zk51I+SfMxgYGFLx4yq0bN0Ob8/v2LHVjx1b/fD2/I6WrdtR8eMqOfb5MkH/8yLuhL/y+F/0xUSpVNK6nRPH/zqC7xJvgn8/wIplP2S6oTG39o2LFMHeoS1bN61j3WpfDgb6s3L5oiz9RD24T0JC/Fv7wlGYSVmIEEII8Qpchw7EdehATE3NaNe+MwsXr6CaKm5dAAAgAElEQVRajZqa9b37f05UVBQOzepiXa0GfQd8TtitG6jSsooWlhWoXac+Tq0a4vWDL87dejN+0nS+m/4N478eysAvhtGtZ18SEhJJTk7OUg9crJgpbpNnMHv6JNynTKCjcw9sGzV55eMwL1mKOvUaYGFpiXGRZ9nMNk6dSEpJZorbKE79/RftO3ZlzMQpmJkVf+UAu8JHldDXN+D6tcuaGwWzU6KEOTPnevP9/Nl8M+4rjIsUYcBnQ+jWewDa2tr06DMQbW1tfly+iIg7t3Hu2ouxE6dqbpQcP2k6Py79ntkzvgWge68BDHUdrZn+LzvJSUmvnJHPqV45t/HnVOqRUeOmLZg1ZyFe82YRsHcn/QZ8TqMmdi/dfpce/Xj06BFe82ZhXa0GHZ27ZcrkA5w9fYJy5SyxsMz570HkDUVCoirn3z29R65cvkQVK+t87UNP+e5MyH3y5Enq15e7fYUobPz9/TE3N891m/y4Nly5dpPKlcprPr/OVHymZd/8Gp2xnvpV34u3T61W85PPIq5cvoS7h1euwa7IPzEx0biNGkb3Xv00UwO+a0oXzf5LyMte8y5cuPDOTMUnZSFCCCGEyBcKhYIuPfsRHfUA/93bs51RROSvpKQk1v9vBcXNS2LX0qGgh1MoSFmIeCu8vLzypJ1x48blSTtCiPdTxgz0q74XBaNECXO+8/yBdf/7kdjYGE1tung77kfeIyEhAbfJMzA0MnrxDuKNSXAthBBCiHxVslRpxk6cVtDDKJRKlynLuG/k3L9NElyLt+p1M895lfkWQgghhMhPUnMthMgqLowbEa83r60QQghRmElwLQqJUJbbO2CX4dWq4yCmrD9F7rOvvg332O/qyPzTr/YQCHjM7V1zGd7RCTt7Bxy7juF/f915qT0ve3fCdcftZwvOLsN22HbSZ+K9vcudfouD34FzI4QQQrxfpCxEvFUFXd7hvDCACXXT5oyNOoff6PFMMl7F0s7lCnRcryM+yJO+v5VlxdrfsDZTwN0/+H64C7PHbGWy3ZtNd1Wu70/8mUfjFEIIIQoTCa7FW/WyNddeXl6Zts2XoNysJk49azL7cgSgy37XgRyv1p3InZt46rqGpZ2LcXvXYr5bHEjIUx0sanVl0uyh1DJWwN29uPU+TO1+T/hlyznuY0iLIfOZ2tMafQCiObdkJlN3pq6r1302nl/WRD99v/6xrFuvZsTi9gSP9OYowNh2rO04j61a3zFWZwa7v64FQPIRTxr/XIU9Pl3JONNn2JlTlGn2WWpgDVCqOZ9/Gciw81fArhZEncJvynesuPAQtaE1gz3n0L9GGMvtR7EBgM+w3evKEutVjNsZjx7QtWUgE/wW0/KEG80u9+XcuPpwdhkNfbSZW+8iP/xyjvuUo/1ED75tnfqFJObECtwnb+LkUx2s7TtR99ZOnrj+xoS62sScWIHHjG0cffwUQ4vmfDN/Cval5RdmQgghPlzyU04UXlEXObA3hDrlzTSLAkINGLF2O3OcyhEf5MmAVboM9ttPcNBWPBpd5qvxv2pKJ1Cc4+bH4/l1XyCHfxrM0xVubAxNLe24sfRrXEMbsXRfIIe3edDkyDd4Bcen7XeKY4Zf8vPuebSp2QHPoA1Mq66D88IAzo2rj5VjBwz2HuICACouHPyTBk62PD+FfqVWTijXTGHmL6e5rUpdVrTdTDZ+WQu4xCaXKRy29+JAUCC7PepweLQ3J1TVGR4UyE/OBtQavYbjPl2xHbOL4O+7kWjtyvZDS+mcTfCrvLifo5VSj3Xf7LqcmePHWYDoAyxwO0LtedsIDvJnkRMcu5ZW3vI4mCUTztBg6R6CgwJZ1yUW9/G/cDtL60IIIcSHQ4JrUajsHNtOU3PdrM8UjlVzZ2HPipr1nQb1xap0EUyU0Rzf8hcOY0fwiZkCMKJi36G4hm/h0M20G/1SmtMhLXuLZWdGfV6CrQdDgVAO7Ejh6296Ug7A2AanntXwO35es9+n/WtSwtg4Lcv9nGp29ND6i5CbKcAV/vijHG0blsmymU7tEaxaOQybE0sY0u65muuzB1iu05exacdmWLsz3ayOcij09W5STLTuz5C0YzVs0Ab7pOvciEgh9vBe/D/pT/e6JmnrWqJ5CLNSibHyLlfPX+W+Csy7z2G3T1fevwIcIYQQ4uVJWYgoVDLVXGdHmf7mKSpAaazMsNIUswoPOBOlhrJZdzU2NuXmnaeANqqn91g0qC2LMqw3sG5KFPqALnq5jtKahk5JTDx8g55PjhJY2QHfHEopdMs3p5tnc7qh4u6Z3/jfTBe+cV3D3BKQHLmGz+zXZNq+1q0HULdkrr2/qsTSZphkO7iGjF47iW0LFzLG+yr3SjXHdfponCsrs9taCCGE+CBIcC1EtnRRAqo4FZB+c2A0UTf1KZFDbBgXF00FpS4ASt1KjF/rk7XE4u7el+r9o1ZtSJ5+hICYfZRx9M5SEgKX2D5wFk8mrqF/DW1ASak6Xfii/0FanbnFXAfQqjiEDat652umWGlshE5cHAmQTRZexSPjmnTz9KEbEH/Em8+GraBC4Dhq5+OYhBBCiIIkZSFCZMsU2x4NCVy4jL+j1ICK21t/ZFmxvrStkZb51jrGngNpFcRhO/hhdSzdW9UAqmDn9JgNi/35VwWgIjxgIf/7KzbXHuOi4p59qObI51p+eP5qnm1JCFhTtyH4LtnIpSh16qKoixw/8G9qDXm15nwas4UVe/8lAUAVzqG5SzkRp9a0EBXxKFOL2tH3yLzkxQzqOND9yGo2nk6dtO/JiUPPZhkJ24tb1ynsTZsvW61UvGLrQgghxPtHgmshcmBg78a6L57yU5822Nk7M/4PKxb79HqWCVZbU+HaArq0daDZ4E0Yuc6mb1oW2WrMEqaU2c+Yjg7Y2TvjfqwSLWpkWzwBlMTW2Zaz87pj63UybZkFdTqX5tHHDjTJoSTkI1df/tc+nO8Htk+dt3vgXI7VnpxaQ660wWXlJKruGkcHeweadZzMsWoO1DRODXArtXKm2Navns1tXa05o/R2MrClK3uj1Nn2ly1TO8bOb8mFqb2xs3dk5N67aL4KWHZmhnsZglw6YGfvQNfFd+j1wxDJWgshhPigKRISVa/wk/TddeXyJapYWedrH3ppv/J/F5w8eZL69esX9DBeWvpUem86Fd/rPj49z93di1uvUPr/Pj7fgsXbGwfjYTjzPZuDO5TlLb+nrJ9vtrOOiDfn7++PuXnWQqGM8uPacOXaTSpXKq/5rFarUavVmd6r1WpSUlJITk7WvBITE0lISCA+Ph7Tsvl7jRZCvL9KF83+Z8bLXvMuXLiAgYEB+vr66Onpoa2trXlpaWmhUCg0LyDT+/TPeUV++gnxLoo+xo51JnS0y+bOyXfJ47+Y13smf6aVfkRuXcVm01pYSWAthBCikJIbGoV4x8TuGk+HxXdoPXE+I8ze8Tplo4Z8Of4fPFw6MPGxmmIWTZi23JVqBT0uIYQQooBIcC3eqld50mJBPyo9V6Wc8PzdKV+aLtppAYc75UvT+aJYgyF47h5S0MMQQggh3gnyu1shhBBCCCHyiGSuxVvxztyIKIQoMDndsCSEEB8SudIJIYQQQgiRRyS4FkIIIYQQIo+8XlmIIpRNw305mAcDaDzUm0F1tPOgJSGEEEIIIQqWZK6FEEIIIYTII298Q2Pjod4MqntRk8l+qUx0Hma+hRBCCCGEeFdI5loIIYQQQog88saZ66M/juFoLp+FEEIIIYQoLCRzLYQQQgghRB6RmmshhBBCCCHyiGSuhRBCCCGEyCNScy2EEEIIIUQekcy1EEIIIYQQeURqroUQQgghhMgjbxxcC/Ew7nFBD0GID46JsVFBD0EIIcRrkJpr8cYkCBBCCCGESCU110IIIYQQQuSR18tcq2vQe9kieufxYIQQQgjx6h48eED//v2ZOnUqTZs25e7du0RGRlKjRg0UCkWu+166dAl3d3eWLFlC8eLF39KIhfhwSeZaCCHEB8vNzQ03N7c8aSs+Pp5hw4axfv36PGnvebNmzWLWrFl50lZwcDAeHh48evQoT9oTQrw8uaFRCCGE+MD06NGDHj16FPQwhCiUJHMthBBC5JEzZ87Qq1cvTExMaNSoEb/++itqtRqApKQkfH19qVq1KsWLF2f48OFERETw4MEDHB0dmTZtGtOmTcPR0ZEHDx5kaVutVnPw4EGaN2+OQqGgW7dunDlzJttxrF+/nmHDhhEfH6/p28/Pj1q1amFiYsIXX3xBWFhYtvv+/vvv2NvbExISkkdnRYjCRYJrIYQQIg/cunWLSZMmMXToUGJiYli5ciXLly/n/PnzAAQEBBAQEMC+ffsIDw/H0tKSOXPmYGxsjL+/PzNnzmTmzJn4+/tnW/v8559/MmvWLJYsWUJSUhKDBw9m6tSp/Pfffy8c25YtW9i8eTO7d+8mMjKSpk2b4u7uzuPHmadSvXDhAu7u7ri7u2NjY5M3J0aIQkbKQoQQQog8ULp0aTZs2EDRokXR0tLi448/pmLFioSEhFCjRg1iYmKoUqUKZcuWRUdHh6FDh3L16tWXajs5OZk9e/bQp08fatWqBYCDgwPR0dHExcVhZmaW476PHj3it99+Y/jw4ZQvXx6Anj17olAoMtVkR0REMHXqVIYMGULz5s3f4EwIUbhJ5loIIYTIA7q6uvz777/06dMHExMTDA0N8fX1JSkpCYDGjRtz/vx5unbtiq+vL/Hx8TRs2BA9Pb0Xtq1SqYiKiqJatWqaZXp6egwYMIAqVaq8cN/ExEQsLS01y9JLQ0qXLg1AQkIC8+fPx8TEhE6dOr1whhEhRM4kuBZCCCHywOXLlxk5ciRDhgwhKiqKJ0+e8OWXX2rWV6pUie3btzNjxgxiY2Pp3LkzPj4+JCcnF+CoU0VGRtK3b1/Mzc3ZtWuXpk5cCPHqJLgWQggh8sD9+/exsbGhWbNm6OjooFarNYFzcnIyZ86c4fbt29SrVw83Nzd8fHzw9/cnJibmhW0rlUrMzMy4cOGCZllSUhInT57k/v37L9xXT08v0w2M8fHxnDhxQlMWYmlpySeffMLQoUPZvHkzFy9efJ1TIIRAgmshhBDvkYzzVr/M+7fJyMiIkJAQTp8+TUxMDH5+fmzbtg0ALS0tfv/9d2bPnk1kZCRJSUmcP38eAwMDdHV1AahQoQL37t3j4cOHmlKSdNra2nTo0AE/Pz/++ecfkpOTCQgIwN3dnadPn+Y6riJFitC+fXuWL1/OrVu3SExMZMOGDfj4+KCllTkMqFy5Mj169MDb2zvLzY5CiJcjwbUQQgjxCgYMGIBCodC86tSpw6VLl6hduzbjx49n2LBh1KlTh+joaPr160dcXBwKhYKhQ4diY2ODnZ0dZmZmBAUF4eHhgYmJCQDNmjXjxo0btGrVihs3bmTpt0mTJkydOpWvvvoKU1NTNm/ezMKFCylTpswLx9yjRw969epFx44dKVu2LBcuXGD27NkYGRll2k6hUODs7KwJwKU8RIhXJ7OFCCGEEC/BwMAAHx8ffHx8ctymS5cudOnSJcf9R44cyciRI7NdX6lSJXbt2pVj2wqFglatWtGqVass64oXL46/v7/mc//+/enfv7/ms46ODn369KFPnz5Z9rW2tmbjxo2azyYmJqxZsybHcQghcieZayGEEEIIIfKIZK6FEEK8Nzw9PV/7vRBCvA2SuRZCCCGEECKPSHAtColQlts7YJfh1arjIKasP8XDgh4a99jv6sj806871+0lNnVsw5i9kXk6KiGEEEK8OgmuRaHivDCA4KBAgoMCObh2HDYBk5i043ZBD+uNJB/ZgY9xSWLWH+T9PhIhhBDi/SfBtSi8zGri1LMmf1yNID17PHvJCka3dcB1x23gMbd3zWV4Wwfs7B3pO8qXf+LSpqW6uxe3lpNZ/+MYurR1oFlbZyb/cokETePRnFvybN1I33Op69L3W/EVTi1d2XVuD272/Zh5PomdY9tR0+skl7270nHxP5qWko94YjtsO9nnpaM5vCWINl99S4+kjewLfS77ffcPvAd2obW9A606uLLh9LM8fdKFNUzp1h47ewfafToT/5spaWsyH7fLjMBnQXvcdfbNdKG9/XPHBcScWIFbRydNe0ERKQghhBCFjQTXovCKusiBvSHUKW+mWRQQasCItduZ41SO+CBPBqzSZbDffoKDtuLR6DJfjf/1WZCrOMfNj8fz675ADv80mKcr3NiYFtzeWPo1rqGNWLovkMPbPGhy5Bu8guPT9jvFMcMv+Xn3PNrU7IBn0AamVdfBeWEA58bVx8qxAwZ7D5H6HDYVFw7+SQMnW8yzO4boU+wPaUQb2+rY9izDcv8zz9apQlg5fDHxny3lQFAgAT5tOeM2nb1Rari7l29HHqe2px/BQYFsH1mcdcOXcAE0x/3Ftv0EB63l0yeL+OaXf1OPa80klugOxi8okMPb3KkaMDH1uB4Hs2TCGRos3UNwUCDrusTiPv4XyaQLIYQodCS4FoXKzrHtNDXXzfpM4Vg1dxb2rKhZ32lQX6xKF8FEGc3xLX/hMHYEn5gpACMq9h2Ka/gWDqVneFOa06F1udT3lp0Z9XkJth4MBUI5sCOFr7/pSTkAYxucelbD7/h5zX6f9q9JCWNj9LMbZDU7emj9RcjNFOAKf/xRjrYNs39IROTBLRxo1pKaSgXmto7U99/NCVVadv3CH/xcrAefpY1R19KJcfP7UQ2IPX6AgFYD6Fk59eEVhg36Mce9BSaqZ8fdwFgBlKRFP0cuHThDJGBU2oyYW/9w61YCGNdjhN9mvm5oAEolxsq7XD1/lfsqMO8+h90+XSn3un9RQgghxHtKpuITBS4xMZFDhw5x9epVzM3NqVevHpUrV86XvpwXBjChrnbOGyjT3zxFBSiNlRlWmmJW4QFnotRQNuuuxsam3LzzFNBG9fQeiwa1ZVGG9QbWTYlCH9BFL9dRWtPQKYmJh2/Q88lRAis74Fs6u+/Blzi4+iYdJ9qmBumWjelmtZwNB+7TwMmc2Ihw4pVlnh0SSkrVaQDA5VvXSVFmPjZLW1PgHucB/2md8M+wVqntyB2gdvcF/M/Yl5/c+nAsKgWbTt8y5etGQENGr53EtoULGeN9lXulmuM6fTTOlTP2IYQQQnz4JLgWBe7QoUOEhIQAEBYWRlhYGL1798bCwqIAR6WLElDFqQCDtGXRRN3Up0QO8WJcXDQVlLoAKHUrMX6tD52fD4rv7n2p3j9q1Ybk6UcIiNlHGUfv7EtCzh7gx8cqVM8Fwk9jD3LbqTflSltgoFKhyrAuMS4OtbExpcpXQitElam51HWpx+08N4AJDbN+CUmMU1O23VhmtxsLqnD2jHHBfcdalnYuxiPjmnTz9KEbEH/Em8+GraBC4Dhqv9QRCyGEEB8GKQsRb82hQ4fw8vLCy8uLQ4cOaZanB9YZhYWFARAZGcnKlSvx8vJi5cqVREa+renmTLHt0ZDAhcv4O0oNqLi99UeWFetL2xppQafWMfYcSKsqDtvBD6tj6d6qBlAFO6fHbFjsz78qABXhAQv531+xufYYFxX37EM1Rz7X8sPzV/McSkJUhOzch0G3hZrZT4KDAgneNp2O9/by580UqNacT2O2sPGv+5oxTu06kaCIFIratqbdwXXsuJV6O+KTE0sZ/Kkvl1Sm1HG0Yf+PyzgXlVpe8uTs//De8S8JqLjiPYDhi9OmL8z4JSNsL25dp7A37SZGtVLx8qdaCCGE+IBIcC3eisjISE6ePKn5fPLkSa5evfrC/Y4ePUpsbGpQGhsbi7+//wv2yDsG9m6s++IpP/Vpg529M+P/sGKxT69ndcRqaypcW5A6I8jgTRi5zqZvDW1AidWYJUwps58xHR2ws3fG/VglWtQwyaGnktg623J2XndsvdLPkQV1Opfm0ccONMmuJCQ6GL8D5RjS0ybzclM7BnSOZ83OEFDa4LL8a7SXutDa3gHHkYeo/f0cnEprQSknPBbZcmJ0N+zsHem96AGDl4+hthKKdprB6i6PWdanDXb2jvTyeYSd3Ufoo8RmzFy6hy2lj70DzdqOINDiW77tXBIsOzPDvQxBLh2ws3eg6+I79PphiGSthRBCFDqKhMT0u5/eb1cuX6KKlXW+9qGX9iv/d8HJkyepX79+QQ/jpYWHh7Np06ZMy+zt7alXrx6HDh3KFHgDDBw4EHNzczZv3qzJYgPo6+vj6ur6Vsacq7t7cesVSv/fx+dbAHl742A8DGeytLPcFiie8ff3x9w820Ihjfy4Nly5dpPKlcprPqvVatRqdab3arWalJQUkpOTNa/ExEQSEhKIj4+nWrVqeT4uIcSH7WWveRcuXMDAwAB9fX309PTQ1tbWvLS0tFAoFJoXkOl9+ue8IjXX4q0wNzdHX1+fhIRnM0Gn37TYsmVL9PT0CAsLQ19fn3r16mn+I1laWmYKrmvUqPF2B15Qoo+xY50JHX/O5s5JIYQQQryzJLgWb4Wenh69evXi1KlTJCYmUq9ePUxMnpVJNG7cmMaNG2fZr3Hjxujp6XH16lUsLS2z3eZDE7trPB0W36H1xPmMMJPaZSGEEOJ9IsG1eGvMzc1p165dpmUPHz4kLCyMyMhI7t27h76+Pubm5pibm2sy2/Xq1aNevXoFMeSclXLC83enfGm6aKcFHO6UL00LIYQQIp9JcC3eisjISK5evZqpxKNo0aLZzhRy5coVzXpLS0vNDY1FixbFwsKCypUro6eX+0zRQgghhBAFQYJrke+evykxXXbLMoqNjdUE1unbh4SEoK+vT8uWLQtP/bUQQggh3hsyFZ/IV+Hh4S8Mol9VQkICoaGhr7hXKMvtHWg0YBO3s1kbuXU4dvYOzD+dnBdDfD+dXYbtsO28rZnEhRBCiA+RBNeiUNG9vZ59oc8H0Jc4uPrFc24LIYQQQryIBNei8FBb08W+JD9uOUxChsXJR3aw3NSObtUyVEnFXWffTBfa2zvQrK0zI33Pafa57N2JUb572TaiG63tHWj36UyC0p5MCNGcWzKGLm0dsLN3xGVGYKZMecyJFYxOXzdzKUtd2j3Llkedwi+tzVYdXFkf+jB1+dllNBrsRcCS0akPrGn7GR4HLnN911yGt806voxjyLzuHvtdHfHechDvgR2ws3ek43BfLsWpuezdCbvR29C7tJSuLV3ZoTkeIYQQQrwKCa5FoWLVozetg34lKCr92Ukqzh78nbr9umGjmfVORYj3WH40GoxfUCCHt7lTdddEFmcoGTnhf5zS07ZwIGgHXjbnmLj+NACRW7/FNbQRS/cFEhy0kq73FuCxIy28jj7AArcj1J63jeAgfxY5wbFr6W1eYpPLFA7be3EgKJDdHnU4PNqbE2nPeNK5dp37jjP5dV8g+2bX5cx3I1iY0BvvfYEc3jSBSlvnsOtmakB8Y+nXmjEc3uZBkyPf4BUcrxn79gN3aL9sN8FBKxmutZ1FB+5gNWYXwd93I9Hale2HltI5u6dCCiGEEOKF5IZGka8sLCwYN25cQQ8jleISFxOb0af1Un766z5OTuYQHcy2P2zpN1GX60vTA10lVcasY52xMfoAxvVobqfF8lsRUDf1aYl1B7mkPZbcCBtHe1h+i0jqY95pPrs7GZM6g7cFtq2s+OZqBFCO2MN78f+kPwfrpq41bNCSJmwnDuDsAZbr9GVVz4qp62p3ppvVQA6FptBAC1RVHWhbOX2/Ftirr1DWrkLq+EytqVElijNRaqgQyoEdKXy9omfqY9qNbXDqWY1mx88z2c4SgE5D+2JtrAAsaOZowzeXU8cnhBBCiDcnwbUoZJTY9OhI2OyD3HbqjfLgFs44D+c7ZRJ/P1ZrttJTXcZvtCdrz97nUdqyWlVfonnVPY4tHM2ywzd48DRtWcdnqxNLm2GS7Y6QHLmGz+zXZFpW69YD+CjrMeQ6hKf3WDSoLYsyLDOwbkokli9xAEIIIYR4ExJci8KnmiOfa33NvjNVMVwdz2dLbYALGTYIZ8/oqZzt+yPbvi+HPql11j+8sOHUcpKNptNYu68eJqQ+bbHZ5dS1SmMjdOLiSIDUjPNztCoOYcOq3llzyGdf7fCUupUYv9Ynm9KOe6/WkBBCCCFemRRWikLIglb9q7HO7RuWfNyTdhWe/2/wmLgoXYobK9EHnkb8wW/BiS/R7lPi4lQYlTZNzS1HXeTw3kuatQZ1HOh+ZDUbT6feqPjkxCH+TF9ZrTmfxmxhxd5/U28+VIVzaO5STsSpeTVVsHN6zIbF/vyrAlARHrCQ//0V+6IdAdCOvqfJ1AshhBDi1UlwLQolg1ad6QQ49miVTZmGNd3nd+XevIHY2TvS2SuCj+sacD/uRQG2EY3GfsPHu76ijb0D7Ub9SnL1jzXZakztGDu/JRem9sbO3pGRe+9SJn1XpQ0uKydRddc4Otg70KzjZI5Vc6CmsSLn7rKlxGrMEqaU2c+Yjg7Y2TvjfqwSLWrkVIySQbXmjNLbycCWruyNetWgXgghhBAAioRE1QfxU/TK5UtUsbLO1z70lLr52v6rOHnyJPXr1y/oYYg3Esrylt9T1s9XZucQL83f3x9zc/Nct8mPa8OVazepXKm85rNarUatVmd6r1arSUlJITk5WfNKTEwkISGB+Ph4qlWrlufjEkJ82F72mnfhwgUMDAzQ19dHT08PbW1tzUtLSwuFQqF5AZnep3/OK/ITXYi35fFfzOs9kz/T5pCO3LqKzaa1sJLAWgghhPhgyA2NQrwtRg35cvw/eLh0YOJjNcUsmjBtuSuSyxNCCCE+HBJcC/EWFWswBM/dQwp6GEIIIYTIJ/L7aCGEEEIIIfKIBNdCCCGEEELkEQmuhRBCCCGEyCMSXAshhBBCCJFHJLgWQgghhBAij0hwLYQQ75G4uDgePnyY60sUjKSkJM6cOUNsbGyB9H/p0iXatWvHpUuXAC7mBtoAACAASURBVLh79y4hISGah/3kZv369cyaNSu/hyhEoSBT8QkhxHukR48eBT2EAuXm5gaAp6fnW+87Pj6eMWPG4Ovrm2Xd4cOHqV69OjNmzMDFxYUOHTq8Vh/pAe7UqVPfaKwAwcHBbNu2DR8fH0xMTN64PSHEy5HgWgghhHgF69ato3///tmu2759+1seTc569OhR6L+MCVEQpCxECCGEyAMPHjzA0dGRI0eOAKmlFuPGjWPcuHE4OTnx4MEDkpKS8PX1pWrVqhQvXpzhw4cTERGh2XfatGlMmzYNR0dHHjx4kKWPpKQk/Pz8qFWrFiYmJnzxxReEhYVlO57169czbNgw4uPjAYiKimLy5MkUL16cjz76iB9++EGz7vk+5s2bx4gRI3j06FEeniEhCgcJroUQQoh8snXrVho3bsy6deswNTUlICCAgIAA9u3bR3h4OJaWlsyZMwdjY2P8/f2ZOXMmM2fOxN/fn+LFi2dpb8uWLWzevJndu3cTGRlJ06ZNcXd35/Hjx7mOIz4+nunTp2NkZER4eDgnTpwgNDSUDRs2ZNpOrVazefNm/vrrL6ZPn06RIkXy9HwIURhIcC2EEEK8ggEDBqBQKDSv3G4E7NevH127dqV48eJoaWkRExNDlSpVKFu2LAYGBgwdOpS+ffu+VL+PHj3it99+Y/jw4ZQvXx49PT169uxJ06ZNX5hhvnLlCjdu3GDQoEEYGBhgbm7O2LFjMTQ0RKVSabb7448/WLFiBbNnz6ZUqVIvd0KEEJlIzbUQQgjxCnKruX6egYEB2trams+NGzfGz8+Prl270rFjR9q3b0/Dhg1RKBQvbEulUpGYmIilpaVmWXppCPB/9u48LMrq7+P4e4ZdthBwSVQEFMk1SXMjw0hwwTW1XEor+WlgpRmaabmEqbkmbumTpblUpiKlaCSVWuaSG4goKu7KIoIg6zDPHwMTwyKgA7h8X9c1l3PPuZdzz+DMZ86cc+57zlJy584d6tSpw1NPPaV9rGnTpjRt2lS7HBMTQ0REBEOHDtV5XAhRMRKuxQNLTbv3z5FCiIqzsjCv7iqISuDk5MTWrVs5ceIE4eHh9OnTh1GjRuHn56cTwqtDWloaQUFBzJs3j06dOuHm5lat9RHiUSXhWjwwCQFCCFE2lUrFyZMnsbGxoU2bNrRp04YXX3yRoKAgBg0aVGIf68KMjY0xMTHh8uXL2pbljIwMIiMjy2xptrS05MaNG9y+fZsaNWoAmnmwr1+/TosWLQBwd3enQ4cODBw4kKVLlzJnzhzMzeX9XYiKkj7XQgghHkmBgYHaea/Lc7+6KZVK/vjjD4KCgkhISCA3N5dTp05hZmaGkZERAA0bNiQ+Pp7U1FRyc3N1tre0tKRHjx4sX76cS5cukZWVxYYNG1ixYgVK5b0/zhs3boyjoyPffPMNGRkZJCQkMHXqVI4cOVKsxdzX15fs7Gy2bt1argvQCCF0SbgWQgghqoBCocDPz4/mzZvj4eFBzZo1iYiIYNasWdqLvHTu3Jm4uDi6du1KXFxcsX288sorDBo0iF69evH0008THR1NUFBQmS3MZmZmTJ8+nfT0dBwcHHjppZdo3749w4YNK7auubk5AQEBfPXVV5w8eVI/Jy/EE0S6hQghhBDlYGZmxooVK0ott7W1JSwsTLtc0qBHMzMz3n33Xd59990S9+Hk5ERoaGipxzA0NOTVV1/l1VdfLVbm6urKrl27dI5fuA41a9YkKCiIoKCgYtsWrWvLli35888/S62HEKJ00nIthBBCCCGEnigys7Ifiw5VZ8/E0LiJa6Uew8TYqFL3XxFHjhzB3d29uqshhHhCnD13ERenBtpltVqt7Y9bcF+tVpOXl4dKpdLesrKyyMzMJCMjQ2afEEJUWFhYGPb29vdcx93dnejoaMzMzDA1NcXExAQDAwPtTalU6sxND+jcL1jWF2m5FkIIIYQQQk8kXAshhBBCCKEnEq6FEEIIIYTQEwnXQgghhBBC6ImEayGEEEIIIfREwrUQQgghhBB6IuFaCCGEEEIIPZFwLYQQQgghhJ7I5c9Flfrrr7/4+++/Sy3v0KEDHTt21Fm38GNCCCGEEA8zabkWVepewbpoecH9srYRQgghhHhYSLgWVapDhw7lLi+4X9Y2QgghhBAPC+kWIqpUx44dy93FoyLrCiGEEEI8DKTlWjwholju6YVH/q1zt1eY+PkOLqSpy7f5zZ0EdpnH8fs6djIngwMZ3s0LD08ffIfPYHtsan5ZPL/6+/DFUdV97VkIIYQQDxdpuRZVouhAxpIGLpZFHwMbey/YxYfPGkB2Mhd++ow3h59j2daxuD3QXu8tbulYpiSNYNnPc6lnDOnnfmT6mHfJWvU1AxtW4oGFEEIIUeWk5VpUiaLhuaSBixXdxwMxtqHRa1OY5riDr3Ym5D+YzMngcfTNb2F+e3o4V4GU0Al4vDqfv5VhBHh6aVuZbx9aRWCv7nh4euE9fAYRN/JKOFA8Z08l0q5rJ+oZax4xdx7I230URB/4gUDPIcw4lcv28d60mH9E00L+4sesXxVA9xf9CbmRp1Ovzt168+7Kk2QW7D7tPLtnvE0Pz6Jlmhbxz74KYeHrPfHw9KHXmJVEXjrCpnf681KxOqdzNXQ2Y/LPvdeYlcSUt1VfCCGEEFoSrkWVKDoosaSBixXdx4OzoXXXZoSfugRAwk+T8Y9qz9Ld4eyNWE2/+HnMCrmKte889m76gA55PgRHhGtavi+H8NHkY3Ra+gt7I8L5rm8KE6eFkFDsGLVo59OcPTPe5ds9Z0jM1jzaxH8Nnwx+lbkRG/jkGUN6L9jFyQ/cNYWKfzlQ43+s+3kO3nWUxC0dq63Xvi2z6Lh/EvP3ZgDZRC4cz1fmb7EpIpx9W6bRNHQiSwp1MTl03Zxha39hb8Rqxii38r8xu6n/2U/8FrGDlS9cZfzKvZowHr2R91eoeXPLr+yN+InZTf5kxPw//wvxQgghhCgX6RYiqsS9BidW98BF00s3SADsfb/gZ18LrABwoF3XJkyKvQHUK75R/e7M3dodSwvN91P7zl3o+OUZrgH2RVa19p3H5vq/sOGriQyemUENh46M+vR9ertYlVyhvBcYPrQFdgBE8VtIHmNXDdTUwqI53Qe60fngKT72cKfxuO/4zsICUwCLNrzgoWT5pRvwrBEAnXt75tdHcz6pcd3oVFMBGOPYrhVGy29xBzC1sMcu+yiRsZdo0bohzcetYXcamv0KIYQQotwkXIsnXmaDOpoAmh3PgQXvs2xfHEk5+YW9Stsqh9SIJQSu/IPIdM3KanwYWcraNq174r+sJ/4kcyViPUHvvEnSwu8Z2ayktY0wKbSUnRPPlyO68WWhx8xcO5GAO/bZZ9j0/lzWHk/kTn5Zy6Yl18HY2Li0k4H6fZi33Jxvgqfw6qlEcp17MC0ogOdK30IIIYQQJZBwLarE/VyZ8V7r6Ecyx/ZE4dWtAQVdLDbafMLa3W2wQtPXuvOZkrdU7V/K0B/MWbJ2By1qKjR9pQdFlXCIvSwcvYvWy2fiWVMB2ODgGYD/wTCWx95gZDOjMmtpbOTEhLUr6FOnaC+uK/zy/lSOv/YVWxbVwxQ4s9CXxRV7EjSy01A18MJ/kRf+ZHP1p4/oN3kbv6zoV6wlXgghhBClkz7Xokrcz5UZK7qPCsm+SeTCKUyL64Ffd3sgh7S0bMzr2GAMcOs0+3bG6G6jSCYtf5BfdnY6dy1qYWGhAJK5sCecIyUdx6Y5HRxPsHzJb1zN72+dc+NPwv/J4+maNbWrpd1KK6WijfHons6GJWFcyAbI5squBXzzTwqQTtotI2wtjDHN3++OvVn39XSoDi2j91tLOJGmBoy5Rxu3EEIIIe5BwrWoEvdzZcaK7qM8to/31sxz3cufdZk9+XpdQP40fOa0Hz8J59AAXvb0wvu9baieccYwLU0zqK+2Oz2fP80nvt358qgKM09/Ftf9FX9vLzp3e58Qo8a4K9K5k110hg0b2s9ZzVTb3UzqpZlj23fMVvJGLeIDDzOgFu16t+P4nAG0m19SPDemybhgptT9lXG9vPDw7M20A050aWYFuDLgi37Ez3kdD08f+sy/gfOzZiSmVTxgG3TyZ02Pmyzv/zIenj6MDLdn0bQ+0mothBBCVJAiM6tYGngknT0TQ+MmrpV6DBPjsn/CrypHjhzB3d29uqshhHhCnD13ERenBtpltVqNWq3Wua9Wq8nLy0OlUmlvWVlZZGZmkpGRgZtbZc4oL4R4HIWFhWFvf++mHnd3d6KjozEzM8PU1BQTExMMDAy0N6VSiUKh0N4AnfsFy/oiLddCCCGEEELoiQxoFFWqYLBiRa7QqP+BjEIIIYQQlUNarkWVKgjRFblCo14HMgohhBBCVCIJ16JKFQxKrMgVGvV/ZUYhhBBCiMoh3UJElSrpaozVfYVGIYQQQgh9kZZrIYQQQggh9ETCtRBCCCGEEHoi4VoIIYQQQgg9kXAthBBCCCGEnki4FkIIIYQQQk8kXAshhBBCCKEnEq6FEEIIIYTQEwnXQgghhB5kZGRw5MgRMjIyqrsqQohqJOFaCCGEKIeMjAxGjx7N+vXrSyy/du0aEydOJCYmpoprJoR4mMgVGoUQQgg9cHZ2Jjw8vLqrIYSoZtJyLYQQQuhBTEwM3t7e2pbrmTNnsnTpUj755BNsbW154YUXOHDggHZ9tVrNL7/8wgsvvICVlRV+fn7cuHFDW37s2DEGDRqElZUV7du3Z9u2bajVau2xBg8ezJIlS3B0dGT//v1Ve7JCiFJJuBZCCCEqybp16+jRowdXr15lxIgRzJ8/n5SUFAAiIiL49ttv+e6777h58ybu7u5MmzaNjIwMLl26xEcffYSfnx+3b99m9erVLF++nFOnTmn3HRMTw82bN9m3bx9t27atrlMUQhQh4VoIIYSoJCNHjqR9+/aYmprSqVMn0tLSSEhIICMjgx9++IFRo0bRoEEDzMzM8PX1JSkpiatXr1KnTh02bNhA165dUSqVODs706hRIyIjI7X7dnZ25p133sHBwQFjY+NqPEshRGHS51o8sNS09OqughCPHSsL8+qugtADCwsLneW8vDxUKhV3794lLi6Obt266ZS3atUKlUqFkZERFy5cYPbs2YSFhXHnzh0APDw8tOsaGxtjYmJS+SchhKgQCdfigUkIEEKIijMxMeHw4cO4u7sXK4uJieHdd9/l008/ZcOGDeTk5DBu3LhqqKUQoqKkW4gQQghRxUxNTalZsybHjh3TPqZWq8nLywMgMTGR5s2b07lzZwwNDVGr1ahUquqqrhCiAiRcCyGEeGQEBgYSGBh4X/cfJubm5vTt25fVq1dz6NAhVCoV//zzDwEBASQlJWFubk5kZCRHjx7l9u3bbNq0iS1btlR3tYUQ5SDhWgghhKiAYcOGoVAotLfWrVvf14VjfH19+fDDDxk7diyGhobMnTsXPz8/bG1tadWqFRMmTGD06NG0bt2a5ORkhgwZQlpaWiWckRBCn6TPtRBCCFEOZmZmrFixghUrVpS6zq5du7T3p06dqlPm6uqqU65UKunfvz/9+/cvth+FQkHfvn3p27dvicdxdXVl48aNFT0FIUQVkHAthBBCCCEeSmlpaY/crDiKzKxsdXVXQh/OnomhcRPXSj2GibFRpe6/Io4cOVLiCHMhhKgMZ89dxMWpgXZZrVZrrxZYcL9gQJ5KpdLesrKyyMzMJCMjAzc3t+qqvhDiMRcdHY2ZmRmmpqaYmJhgYGCgvSmVSp2uXIDO/YJlfZE+10IIIYQQQuiJhGshhBBCCCH0RMK1EEIIIYQQeiLhWgghhBBCCD2RcC2EEEIIIYSeSLgWQgghhBBCTyRcCyGEEEIIoSdyERlR5VJSUjh37hyXL18mNTWV+Ph4nfJatWphZWVF/fr1cXZ2xtrauppqKoQQQghRMRKuRZWJj4/n999/5/Lly2WuFx8fT2xsLBEREdSvX58XX3yRWrVqVVFNhRBCCCHuj3QLEVUiNjaWdevWlRmsS3L58mXWrVtHbGxsJdTsEXfjHBfSHouLrAohhBCPBQnXokpERERU8z6iWO7phUf+rXO3V5j4+Y7yB9ObOwnsMo/j93XsZE4GBzK8mxcenj74Dp/B9tjUcmwXz6/+PnxxVKV95MxCX/xDruYvpfPv0vFMCjlzX7USQgghhP5JtxDxROm9YBcfPmsA2clc+Okz3hx+jmVbx+JWiceMWzqWKUkjWPbzXOoZQ/q5H5k+5l2yVn3NwIYP8v3WnDYzQ/hebzUVQgghxIOSlmtRJTw9PR+KfWgZ29DotSlMc9zBVzsT8h9M5mTwOPrmtzC/PT2cq0BK6AQ8Xp3P38owAjy9tC3Jtw+tIrBXdzw8vfAePoOIG3klHCies6cSade1E/WMNY+YOw/k7T4Kok4lAZBzbgcLX++pu5+bOwn0HMKMU7lsH+9Ni/k/stzTi7e2Z3Bi0Ru0G72VBHRbss8s9OW9lTvZ8k5/XipWp2ROLvWnh6cXnbu9wRfBX/C+tiU+nauhsxmTf969xqwkRrqaCCGEEPdFwrWoEi4uLgwfPhwHB4cKb+vg4MDw4cNxcXHRc61saN21GeGnLgGQ8NNk/KPas3R3OHsjVtMvfh6zQq5i7TuPvZs+oEOeD8ER4ZqW78shfDT5GJ2W/sLeiHC+65vCxGkhJBQ7Ri3a+TRnz4x3+XbPGRKzNY828V/DtO72kLyXOWO+RuW/gb0R4fwwLJdpE37kau3uzI3YwCfPGNJ7wS5OfjCQMRHh/F9vM1q+/y0HV/TDvoQzOhR2kDqfbOa3iBDmNz/JxPVHAcjY9QV+B5oyO/RX9u1eRvecYxwu2Ch6I++vUPPmll/ZG/ETs5v8yYj5f5Kp52dbCCGEeBJItxBRJWJjY3FxcWHw4MGkpKQQGxurnYovIUE3kjo4OGBiYkL9+vVxcXHRTsVXsA99M710gwTA3vcLfva1wEpTC9p1bcKk2BtAveIb1e/O3K3dsbTQfD+179yFjl+e4RoUC73WvvPYXP8XNnw1kcEzM6jh0JFRn75PbxcrUvaF8FOnsfz9vOYcrb0H8+rnyzh8YyD16lT8XJ4d8TYd6ygBc5r7eMLySyTgxKnt/9JlxPe0tFBoyrp2gm13NRtZ2GOXfZTI2Eu0aN2Q5uPWsDsNTCt+eCGEEOKJJ+FaVImwsDB8fHy0Ydnd3R13d/dybx8bG0tYWBgBAQF6r1tmgzqaQJwdz4EF77NsXxxJOfmFvUrbKofUiCUErvyDyHTNymp8GFnK2jate+K/rCf+JHMlYj1B77xJ0sLv6Q9Y/D6Tl3+f+d/KCkMGXlfDfYTr0uqaDdjWtCi5uH4f5i0355vgKbx6KpFc5x5MCwrgOX0dXgghhHiCSLgWVcLExISQkBDq169Ps2bNcHZ2xtT03m2jmZmZnDt3jqioKC5fvoyVlZWea5XMsT1ReHVrAGQTuXA8G20+Ye3uNlih6WvduZSJOFT7lzL0B3OWrN1Bi5oKTR/pQVElHGIvC0fvovXymXjWVAA2OHgG4H8wjOWxN+ivhNRuMzn+UQc9n1th5lhaKMlOywbMihdnp6Fq4IX/Ii/8yebqTx/Rb/I2fiml64kQQgghSifhWlQJT09PQkJCuHz5snauaysrK6ytrYv1w75y5QopKSmkpqYW24feZN8kcukMpsX1YFl3eyCdtLRszJvaYAxw6zT7dsaAc6FtFMmkpanBQkF2djp3LRpiYaEAkrmwJ5wj1GVo0ePYNKeD4xcsWPIbTT7yop4x5Nz4k/B/8ni6Y02sm7yE95dfs6Z7Y0a2toNbJ9m88jwdPuijHQCZdisN+O8qlbdu3KngyZrTyqctk75aje+zAbS0uEvknv3AswCoDi2j9wozvlweQEsLY4wruHchhBBC/EfCtagSBQMaIyIiuHLlCgCpqamkpqaWeWEZBwcHPD099XKFxu3jvdkOqI2eopPnm3y9rjuNADCn/fhJ/P1hAC8vy6KGgxf+zztjmJRGJmBa252ez6/mE9/u9FnwC+96+rN472T8vVeRalSPV/w64K64yZ1sNRgrCh3RhvZzVjM1eB6Tes0mLgfMn2pBN79FfOBhBnQnaIWa4Olv4HE5C6Marrz+yfT8YF2Ldr3bsXTOANodm8PBD9xx6tqbpz4MoN1Rf35Z0a/c523mGcjK2ClM7P8yidSjXztbbZlBJ3/WXPqcuf1fJjLHEOumL7JoWh9ptRZCCCHugyIzK/uxmHPr7JkYGjdxrdRjmBgbVer+K+LIkSMV6rNc3QoPRnzYBjQ+kY4v4/nFtmz5enBJwzWFKObsuYu4ODXQLqvVatRqtc59tVpNXl4eKpVKe8vKyiIzM5OMjAzc3CpzRnkhxJMsOjoaMzMzTE1NMTExwcDAQHtTKpUoFArtDdC5X7CsL9JyLarEwzyg8UmQsT8Iv/DnWfCpF/Zc4deVO3F4NkiCtRBCCKFnEq5FlXg4BzQ+Ocw6vUPg0RmM6jabRGrQtNN7fDm2ZXVXSwghhHjsSLgWVeKhG9D4xLGhRcBCtknDvxBCCFGpJFyLKvGwDGgUQgghhKhMEq5FlalVq9YDXaFRCCGEEOJhJ+FaVLn7GdAohBBCCPEoUFZ3BYQQQgghhHhcSLgWQgghhBBCTyRcCyGEEEIIoScSroUQQgghhNATCddCCCGEEELoiYRrIYQQQggh9ETCtRBCCCGEEHoi4VoIIYQQQgg9kXAthBBCPCRu3rxJZGQkarW6xPLc3FyOHTtGSkpKpRw/JiaG1157jaSkpErZf0VkZGQwevRo9u/fX91VEaJCJFwLIYQQ5VAQ9hQKhfbm6OjIlClTSEhI0Msx9u7dy6xZs7hz5w4A+/fvx8fHRxt279y5w/Tp09m3b59ejieE0D8J10IIIUQFfPfdd6jVavLy8jhy5AiGhoZMmDCB1NTUB973K6+8woYNG7Cysiqx3MbGhq1bt9KzZ88HPpYQonJIuBZCCCHug0KhwNbWFj8/P27evMnZs2cBTevy3LlzcXR0xNHRkblz55Kenq7dLj09nenTp2vLp02bpm2pXr9+PaNHjyYjI4OZM2fSuXNndu3ahZ2dHfv37ycpKQkfHx9tVwm1Ws2BAwfw9fVFoVDg6+vLoUOHtMeKiYlh8ODBhISE8MILL2Bra8u0adN06lNUXl4eP/30Ey1btixx/WPHjjFo0CCsrKxo374927Zt03Zjyc3NZeXKlTRt2hRbW1vGjBnDjRs3dM698HOzfPlysrKytOeybds2WrZsiaOjIwsWLNDLFxYhqpqEayGEEEJPcnNzmT17NsnJyRw9epSjR48SFxfHrFmzyM3NBWDNmjXcvHlTWx4fH8+qVauK9bOeOnUq+/btw9vbm8TERDp16lTseCdPnuSjjz4iMDCQnJwc3nvvPcaOHcuJEye068TExHD06FFCQ0M5fPgwhw8f5rfffiv1HGJiYrh27Rp79+7lyJEjHDt2jE2bNgFw6dIlPvroI/z8/Lh9+zarV69m+fLlnDp1CoBdu3axa9cudu/ezZUrV6hfvz6ff/45WVlZ5ObmsnDhQnJzc4mOjubvv//m4MGDbN68GYAjR46wePFivvrqK06fPk2LFi3466+/HuwFEaIaGFZ3BcSjLzWt9BYQIcT9sbIwr+4qPJQCAwMBmDt3bqWsX1EZGRmEhoZiYmJC/fr1OXfuHMePH2fJkiXY2NgA8OGHHzJ27FjOnTuHq6srycnJtGjRgqeeegqFQsHEiRNJTk4mLy+vQsdWq9Vs374dX19fOnfujEKh4KWXXuLEiRNs376dFi1aAODs7Iyfnx/W1tZYW1vz/PPPExUVRe/evUvcr6urK/7+/tr1/f39+eqrr3jllVeoU6cOGzZswNraGqVSibOzM40aNSIyMpJmzZpx+/ZtGjduzNNPP42hoSF+fn7ExsYCcO7cOY4ePcqSJUswMzPDzMyMIUOGsG3bNvr3709YWBi+vr48//zzKBQKvLy8ePnllx/g1RGieki4Fg9MQoAQ4kkybNgwhg0bBoClpSU+Pj7MmTOHWrVqcfbsWWrWrImdnZ12/Zo1a2JmZkZiYiKurq50796dgIAA9u7dS+/evenatSsNGzascD0yMzO5cuUKAwYMQKFQAJquKi4uLuzYsYPMzEwAjI2NMTEx0dk2NzeX/fv307lzZwBatWrF999/D4BSqUSp/O+H7fr166NUKsnNzcXIyIgLFy4we/ZswsLCtN1ZPDw8AOjQoQObNm2iX79+9OrVix49emjDcmJiIlu2bGHLli06dfnf//5HRkYGV65coUePHjrnYmBgUOHnRQh9SktLY0fYLjIyMsq9jYRrIYQQogK+++47hg4dWu718/LydD6Yn3vuOSIiIvj333/ZuXMns2bNYsaMGfTt21cv9StvCOjUqVOxrigxMTH33ObMmTO8++67fPrpp2zYsIGcnBzGjRunLXdycmLr1q2cOHGC8PBw+vTpw6hRo/Dz8wM0AzZXr16NtbX1fdVZiKpmZGxMU1dXsnNyyr2NhGshhBBCT+zs7Lh16xaJiYlYWloCcPv2bW1ZVlYWR48excXFhU6dOtGpUyfatGlDWFgY3t7eFTqWqakpDg4OnDx5Ei8vLxQKBWq1mqtXr+Lg4ICpqel9nUNeXp5OF5XLly+Tl5eHoaEhiYmJNG/enM6dO2NoaEh2djYqlQoAlUrFyZMnsbGxoU2bNrRp04YXX3yRoKAgBg0axFNPPcXNmze5cuWKNlzn5eWhUCi05xIbG4tardaeS8G+haguJsbGtGzRvELbyIBGIYQQj6TAwEBtn+rS7lc1Z2dnWrVqxbfffktqairJycksXbqUVq1a4ezsDMDmzZsJDg4mPT2djIwMIiMjsba2LrELhK2tLQYGBiQmJmpn1SigUCjo3bs3u3bt4p9/WtwcjQAAIABJREFU/iE3N5c///yTLVu20Lt3b233ioqKiYlh6dKlpKSkEBcXx9KlS/Hx8cHa2hpzc3MiIyM5evQot2/fZtOmTdpuHkqlkj/++IOgoCASEhLIzc3l1KlTmJmZYWRkhIuLC+3atWPx4sUkJCSQkZHB//3f/xEcHExeXh4+Pj6Ehobyzz//kJmZSWhoKL/++ut9nYMQ1UnCtRBCCKEnhoaGTJo0CYCWLVvy7LPPUqtWLSZNmoShoSEmJiZMnjyZ3NxcmjVrhoODA6mpqUyYMAFjY+Ni+2vYsCHu7u60bduWbdu2FStv0aIFn376KVOmTMHIyIh58+Yxb9487WDG++Hq6srTTz+Nh4cH7u7uPP/88wwZMgTQ9M2eMGECo0ePpnXr1iQnJzNkyBDS0tJQKBT4+fnRvHlzPDw8qFmzJhEREcyaNQsrKytMTEz49NNPefrpp2nbti0ODg7ExcUxdOhQDAwMcHd357333sPPz4+mTZsSGxtLx44d7/s8hKguisys7JKvsfqIOXsmhsZNXCv1GCbGRpW6/4o4cuQI7u7u1V0NIcQT4uy5i7g4NdAuq9VqbX/dgvsFF1ZRqVTaW1ZWFpmZmWRkZODm5vbA9Sg8+0dF7wshHl/R0dGYmZlhamqKiYkJBgYG2ptSqdS5siqgc79gWV+k5VoIIYQQQgg9kZbrCpCWayHEk+phabkWQoiSSMu1EEIIIYQQjyEJ10IIIYQQQuiJhGshhBBCCCH0RMK1EEIIIYQQeiLhWgghhBBCCD2RcC2EEEIIIYSeSLgWQgghhBBCTyRci4dCZGQkYWFh1V0NIYQQQogHYljdFRAiMjKSXbt2aZd9fHyqsTZCCCGEEPdPWq5FtSoarKOioqQFWwghhBCPLAnXotoUDdYFKidgR7Hc0wuP/Fvnbq8w8fMdXEhTl2/zmzsJ7DKP4/dx5JTQCbSYf+Q+ttSzBzgHIYQQQpSPhGtRLQoHa29vb+3jBfcrqwW794Jd7I0IZ9/Pqxjt+BtvDg8mWu9HEUIIIcSTSsK1qFbe3t40b95cu9y8eXOdsF1pjG1o9NoUpjnu4KudCfkPJnMyeBx9u3nh4enD29PDuYqm5dnj1fn8rQwjwNOLL46qALh9aBWBvbrj4emF9/AZRNzIK/u4x5fR/q357Ap+n77dvOjc7Q1m/XaG86GzGdPNi87devPuypNkgqal+cWPWf/VuPx1e/PxjzGasiL17dytN29P38FVnePMZuOU13mpyzwOlHIOQgghhNAvGdAoqkXz5s2pX78+1tbWJZZZW1tTv379Sq6FDa27NiPg1CXobk/CT5Pxj3qRjbsXUo8r/OL/NrNC3FjaZx572+0kcFAUQ/+YQCuAyyF8NPkYPqt/YW5DJQk/fUDPaSH8sqIf9mUc1fDceRI/+pxtAVbcPbSIEYHvcO2dVSzcPQnT5L0sGvw5oT7fMdAUUJzkovNytu2uB5dDCHwrkI3PbGFkMwPilo7FP8qXb39eSCPjeP6d+T6j59fmxw/cMQWMzh/mwpB5bJv0NJYWxsXPQQghhBB6Jy3XotqUFKwLVH6w/o/ppRskAPa+X/Dz4sHUA8CBdl2b8GfsjVIq2J25WxfSp6Hmv5B95y50jD7HtXIcL7upF91crACo0bYLnmpXXvZoiCmAjSvNGt8i7lZ+X/C8F+j5Ur38Y/bhvZF2/LQnCojit5A8xk4aSCNjgFq0CXiLVqE/czhbs212o4G88ZIjlhbG9/GsCCGEEOJ+SMu1eOJlNqijaW3OjufAgvdZti+OpJz8wl6lbZVDasQSAlf+QWS6ZmU1Poys8NErFnwtLGy4eC0HMCA72wZjk0KFNnWoRzxJ+cFcbWxcwb0LIYQQ4kFJuBZPsGSO7YnCq1sDIJvIhePZaPMJa3e3wQpNX+vOZ0reUrV/KUN/MGfJ2h20qKnQ9I8eFFXpNU5LS6ahsREAxsbJZGcVKky+wVVq4GqhgJuVXhUhhBBClEC6hYgnU/ZNIhdOYVpcD/y62wM5pKVlY17HRtPae+s0+3bG6G6jSCYtf+q+7Ox07lrUwsJCASRzYU84lTLZnvIAv/yWP0zxcgiL16QwoGszoBkv9VGyZPaPXMgGSCbym6/5zbMXHS0Upe+v0DkIIYQQQv8kXIsqM3/+fObPn19l25Vk+3hvzTzXvfxZl9mTr9cF4AaAOe3HT8I5NICXPb3wfm8bqmecMUxL08zOUdudns+f5hPf7nx5VIWZpz+L6/6Kv7cXnbu9T4hRY9wV6dzJ1nNwVbvS8Nw8zYwgb32PuX8QrzUzAMDRfwlLmx1gXC/NrCOLUoey+dMumr7bJSlyDkJUBYXiHl/2hBBCzx6G9xxFZpa+00D1OHsmhsZNXCv1GCb5P8c/DI4cOYK7u3t1V6NCCgLyBx98UCXbPfJuyuwe4uFx9txFXJwaaJfVarX238K3vLw8VCqV9padnU1GRgYZGRm4ublVV/WFEI+56OhozMzMMDMzw9jYGAMDA+1NqVSiUCh0bqAbxPUZyqXlWgghhF48DC1GQghRVFW/N8mARlFlTExMyMrKuq8uHlZWVpVQIyGEvigUCtRqtU6rUOEyIYSobCW995TUSl3ZpOVaVJk+ffrcV0i2srLCx8enEmr0kKvdnbnSJUQ8oiRQCyGqU3W+B0nLtagy9evXZ9SoUdVdDSGEnhW0Wpe1jhBCVJbyvMdU1fuQtFwLIYSoFBKohRDVobrfeyRcCyGEqDQl9cEWQojK8LC830i4FkIIUekehg88IcTj62F6j5FwLYQQQu8epg86IcSTpzrfgyRcCyGEKJeSLrhQ9LGiU18VfUwIISpDaReJKfr+U9kXkAEJ10IIIfRAwrMQ4mEm81wLIYR45EnLtRCiqjxM7zcSroUQQuiVQqFAqZSPFyFE9VEqldUWsuXdTwghRLmV9GF1r76LBR9wEraFEJWptPeasvpWV0YAl3c7IYQQ96Xoh1LRD7GCD7nqbEESQjwZ7vWec6/3qsog4VoIIYReFW45KvjAe1Jarm/evElkZGSZl4OvLPv372f06NFkZGRUy/GFqC4F7zOFg3N1ve8YVstRhRBCPBYUCgVqtbrYvwVlBR9uBgYGnD17lh0nU1j3TzIx19JJy8wBdR6oVZp/AXRCaSkBtZqCa8UcqcZjd2Dlaz9U4/GFqIBSW5EVxddRKEFhAAolFqZGONeuwduda+LdzBpTU1Og9FbrkqbgqywSroUQQlRI4QBdWnnhm6GhISqViojzKt4PSQNVHuQZgUH+Buo8TWAuCNioH5EALYSoVAoF2pCtUGqWFZov7GkqI47fUDN2axorzSzo1cIAQ0PDCs0aUllBW8K1EEKIB1Jaq3VBy7WBgeZDb83BTDA0xt7SgGX9LXGpCXl5eeTlaUJ1wb8lqa5uFkKIqnOvsFu4P7VSqeRKioJlBzLZeUbFyr8z6ftsTQwMDLQt12VdOKYySbgWDyw1Lb26qyDEY8fKwry6q3BPpbVeF70yWsEHoaGhIQeuqEFpxJa3a1PXEnJzc1Gr1ahUKtRqtfZWHhK2hXj0lTfsFm6JNjAwQKFQ4GZpyISXLNgZe4vYW2BoaKjT77qs1uvKDNoSrsUDe9hDgBCi8pXU97rwh6FarQalIaDApY45ubm5GBkZaVuuSwrXEqCFeHIVbXku+oVdqVTyjIMhKO+QmmOAgYGBNngXvQR60f1VNgnXQggh7kvR1uuSArZSqUStVmNgYKAJ1woFRkZG2scLWq0LFO0aIgFbiCdPSfPlFy4rCNEGBgZgYAiK/4J14QGNpQXryg7aEq6FEELoVcEHXEGLtPaDUaEANP2vC1qzC9YB6XMtxJOuPH2uCwdohUKRP3uI7pSfRUN2VZNwLYQQ4r6V1npdcL8gZCuV+VNokacTrAt/+Em4FuLJVp5wXbCeNjwrlKD4r691dV9ABiRcCyGEeEAlBWyFQqENywUBWzOFluan3KLBWqeFuwQSroV4/N0r+JY0A4j2S3uh/tiF+2ZXZP/6JOFaCCHEAytp9hBtqEZzERlNuM7TaVkqPIixtAAtwVqIJ0dZs3sUG6yY33ptYGCgfaw6gzVIuBZCCKEnpQVsnVlAFP/1iyzael2grLAthHj8lTXLx39jOf7rZ13a1HtV3fdawrUQQgi9KSlg/zfwSAmotR90BS1NoNuCXV2DkIQQD69S56zOv4pjad3KquP9RMK1EEIIvSrc5aNIAYU/BIv2064oadkW4tH1oKFXu73i4QnVBSRcCyGEqBSlhezSfu6taFiWFm4hnhwVuZpjdZNwLYQQolI9Sh+KQohH08P0/iHhWgghRBXRbbGWbh1CiPv1X5h+eEJ1gdInFRVCCCEqUeHR/fca6V9UZmYm69evZ8CAATg7O/Pyyy+zZs0a7t69WwW1rhznz5+nV69eHD58uLqrUi6ZmZlMnTqVJUuWVGi7kJAQpk6dSmZmZiXVrGKSk5MZOXJkmc97dHQ0P/zwwyP9N3Y/lixZUqHX+PDhw/Tq1Yvz58/rrQ73+z5RnaTlWgghxEPlXh+cd+/eZfbs2Vy8eJEJEybQpEkTzpw5w8qVK4mLi2PSpEnUqFGjCmurHyXN4fswu9/63s92hw8fJjg4mIULF2JjY1PxyuqhPjdv3mT79u14eHhgbm6u1zo8zMqaDu9e6z8Kf8eVRcK1EEKIR8bevXuJjIxk7ty5uLi4AGBnZ0fNmjUZP348x44do2PHjtVcS/G48fT0xNPTs7qrIR4R0i1ECCHEIyEzM5O9e/fSoUMHGjVqpFPm6OhI165duXDhAqBp7Rw+fDjbtm2jR48e2p+2c3NzCQ0NpX///jg5OTF8+HD++usvnf7faWlprFy5Eg8PD1q2bElAQACnTp3SlqvVao4ePcrbb7+Nk5MTXl5efPPNN2V2dYiJiWHChAm0bNmy1G1u377NvHnzaNOmDV5eXmzdupXc3Fyd5+Cbb77By8tLW7dz585py0NCQhgxYgT79+9nzJgxODk5MXLkSCIjIyu0DsC1a9eYPHmyti4bNmwgOzv7nudYWMFz3aNHD9q0acO8efNISkoqcZ3Cr8eRI0dQq9VkZmYyZcoUBg0axJ9//om7u7tOF4VTp04REBCgfT7LU79r164xceJEWrZsyeDBg9m/fz8qlUpbnpyczIgRI9i6dStjx45lxIgRJCcna5+z5ORkoqKiGDhwIGfOnNF5XaZMmcL//d//aeds/+uvvxg+fHix86rIa1BYwd/0r7/+qt3vmDFjOHXqFOfOndM+F/3792f37t06f9O3b99m/vz5eHh40KZNGyZPnsy1a9d09p+ZmcmaNWvw8PDAw8OjxK5WZZ2X0JBwLYQQ4pGQkZHBlStXaNKkic4FaABMTU2ZMGECQ4cO1T52/PhxwsLCGD9+PN27d0etVrNu3TpWrFjBe++9x6FDhxgwYABBQUEcPHgQAJVKxapVqzh06BBr1qxh165dNGrUiGnTpnHlyhUAzp49y8cff4yXlxeHDh1ixowZbN++nY0bN5YaMmJjY5k8eTKurq7s2bOH+fPnExERwdq1a3XC3eLFi2nRogU7d+7kjTfeYMGCBURFRQGaIBocHMy+fftYsWKFTt3i4+O1+/j333/ZuHEjY8eOZc+ePdSqVYulS5eSkpJS7nUSExOZPn06lpaWhIaGMmfOHDZv3syWLVvKHaR27tzJokWLGDt2LLt378bFxYU1a9Zoy9VqNZs3b2bNmjV8/PHHHDx4kG7dujF16lTOnj2LiYkJEydOZM2aNXTq1Ik9e/bw5ptvAnD69GkmTJhA586diYiIYMaMGWzevJlt27aVWp+kpCRmzpwJwPbt2/n8888JDw9n//79xdb9+uuv6dChA++9916xbiANGzakQYMGREdHax+7du0a0dHRtGvXDoVCwcGDBwkKCmLAgAEcPHiQnj17MnXqVGJiYir0OhW1f/9+fv/9d2bOnMmePXuwsrJi/PjxfPHFF7z++uvs2bMHb29v5s2bx9mzZwFISUlhypQpXL58mW+//ZbQ0FAsLS2ZPn06iYmJgObvfu3atdrXuuBL3fr163WOX57zEhKuhah+aZeJu5FXhQeM51d/H744qip71Yqo8vMQ4t5cXFy0IdjFxYUrV66wY8cOJk2aRJcuXbC1taVPnz7079+ftWvXcufOHVJTUzl+/Di+vr64uLhQt25d3nzzTXr16qVtQY6OjqZWrVp4e3tja2tLx44dmTBhAra2tuTk5BSrh1qtJiwsjFatWvHGG29gZ2dHq1atGDt2LOHh4dy4cUO7bkBAAN7e3tSuXZu+ffvSsmVL4uLiAE3gvXbtGgEBAdq69e3bl6SkJC5duqRz3hMnTuSZZ57B0dGRYcOGER8fr9NqXNY6O3bsQKlU8s4771CvXj3c3d353//+x65du0hOTi7zub9z5w5hYWGMGjUKHx8f7Ozs6NOnD6NHj9auk56ezpkzZ/Dz88Pd3R07Ozt69OiBra0t0dHRKBQKLC0tMTc3x8DAAGtra23QjYyMpGvXrvTt2xdbW1s6dOhAly5dOHHiRKm/IBw9epTU1FTGjRuHo6MjTk5OTJw4kbZt2xZbNyAggCFDhvDss89ibGysU2ZhYYG7uzuHDh3SHuv8+fPUqVMHR0dH7ty5w/r16+nfvz99+vTBzs6O/v370759e8LDw7VfTsrzOhXVtm1bAgICcHR01G5z+/Zthg0bRrt27bCzs6Nv377Y2dlp/yYOHDhAcnIykyZNwsnJiXr16vHOO++gVCrZvn07ADdu3CA8PJxx48bRsWNH7OzsGDlypM6X1fKeV1Gbj93F6bPr97x9GFL6F4pHkfS5FpVu7dq1JCQkaJdr1arF8OHDAfj+++9RKBQMGjSoxHVLUnj78otiued7bNAuG2JT243+4z5mxPN2FdzXAzq+jHbL6/LLin7YA1dDpzEk8nXCgrpgVUnHqBT3PI94fvV/nWNv/8KHzxqUuSshKoOVlRUWFhba5evXrwPg5OSkfUyhUNCuXTt27NhBQkICDRs2pFWrVnz//fdYW1vj7u6OjY0Nr7/+unYbNzc3Vq5cyTfffEP//v2pV6/ePft5p6enc+HCBTp16qQT1J577jl++OEHAO3sCra2ttpyIyMjnQF8derUYcGCBTr7LmngWNHzNjc311kua53MzEzOnDlDy5Ytsba21q7TsGFDMjMzuX37dpmDRhMSErhy5Qqurq46g9wKH9PCwoJPPvlEZzulUlnsV4mSvPLKKzrLCkXpl78uEB0djbOzs85zampqipmZWbF1C78OJWnTpg07d+4kISGB2rVrc+DAAdzd3bG0tOT8+fNcvHiRkSNHas/d2NgYFxcXTp06RVZWFlC+16koMzMzTE1NdbaxtbXVeczY2BhjY2PS09NRq9WcPn0aNzc3atasqV3H2tqatm3bcv78eTIzM7l+/TpZWVnUr19fu46hoaHO65yQkFCu8yrqldaafQT+XHKAHtCiBl/0sS6x7FEl4VpUuaLfbgsvlxWsAZ2fPyuq94Jd2rCXHv0t09/5gB+/WcPAhtX3I0691/6Pv6rt6PrzuJyHeHxdv34dc3PzYsGwcKgxMDBgzJgx1KpViy+//JJjx47RtWtX/P39ad26NQqFgiZNmrBw4UK+/vpr+vXrh7m5OcOGDWPo0KEYGhry2WefsWGD5qv8Cy+8wLRp00hKSipXaCzLlStX+Oabb9i1axdXr1594P2VJCcnh9TUVDZs2MAXX3yhU2ZhYUFKSgpPP/10mft56qmndMJ5SZKSkvjxxx/ZvHmzzvRt/fr1u+d22dnZ7Nmzh/Xr1+t06xgyZAigmUJu4cKFgObLUEFfbXt7e0xMTMqse1kaNGhA3bp1iYmJwdjYmNjYWPr06QNovpzcunWLAQMGFNuua9eupYbQypCVlaX9AlC0Bd7W1lbnObexsbnn6/Ug51VawH4cgzVIuBZVoHCLT1GDBw8utczKykrbov3DDz+Qmpqq13qZu3Xn5Wc2cuyWGhoCt/5l05TPWBWdirqGK2/N/Zyhzazg5k4CB++j1ZC7/Lj5JInUoMuoL5g60BVNW0EyJ4NnMHW7pqxpp9FM/7QH9YAzC31ZlOVDw2O/8F3bmfyknMZb2zMwAfq9GM6Hm5bw4qFAOp95jZMfuMPxZTy/woDZbU6z+MeTJFKPHhNnMfmlegDknNvBgo+D+flmHtZN+zHULoR9z61iaZ969zzXnHMhzH5vJbvT83D19KZZUuHuG7r1bzMgiLn/a4FpfutzpGcgbJ/PlssqrJv2Y/4XfihW9S79PIbFE/jqfP4GGO/N2l5z+En5GeMNp/Pz2JYAqPbPpcO6xpXbsi4eO2ZmZjg4OHD58mXUarVOi21mZibBwcHUrVtX56fswurWrUt2dnaxQW8pKSncvn1bu2xqasrQoUMZOnQoKSkpbN++nQkTJrBkyRKeeeYZAFxdXZkzZw5BQUGcOXOGBQsWcPv2bcaNG8fEiRP54IMPAE1LrFKpxNbWVqdv9f2Ij4/XdnP5+eefsba2Jjk5mXHjxj3QfosyMjLCysqKmTNn0qNHj2Ll5ubm5OWV3QUsLS2N9PT0Usvv3r3LnDlzqF27Nhs3bsTOzo6srCw+++yzMve9bds2du/ezUcffUSTJk0wNDQkJCSEQ4cOAfDmm28ybNgwQPMaFHQnSUlJITs7u1jQrKgaNWrw3HPPceDAAQwMDLCwsMDR0RHQ/P00aNCAL7/8UvtYAaVSiaWl5QMduyJMTEywt7cnMzMTlUql8wWv6IDG9PR07t69W+p0hw96XkUD9uMarEH6XIuHWLNmzbC2tsba2ppmzZrpff93D/3It2da8FxDJRDD929PYZ/nfH6LCOfnWa3Z9/5CDmXnt6orTnLReQLbdoez7//eImdVIBujNB+UcUvH4h/VnoU/h7Nv92reUX7H6PlHKOj1d+yfRF6Y+z37x7rTZFwoexf1J8vVn62/L6VPneL/BY1P/8rfTppj7Q56lmOfb+I4ADFseS+Y22+sYm9EGD9PrsPRf8oxcj87klXvfY3BOM12y0c6cf3Wfx+MBfVfujucfVtm0XH/JObvzdCWb/3tGj2W/czeiNWMUW7ly9+u3fs8andnbsQGPnnGkN4LdnHyA3ea+PTEbOfvaIb/ZBO95y/adm8nwVpUiKmpKR4eHuzZs4eLFy/qlMXFxbFnz55is4gUVrduXXJycnRmeVCr1fz77784ODhgb2/P+fPnGTduHLGxsYDm5/NevXpRv359zp49S15eHqtXr2blypWoVCoMDQ155pln8PX1JTo6mvT0dCwtLbGxsdG2BFpYWNCoUSMiIyN1gn1kZCSBgYE6fa7v5dKlSyQmJtKpUydtC2NmZiYZGRllbFkxJiYmNGrUiKioKExMTLTnYmlpiaGhYbmCqb29PXXq1CEqKkr766RarSYtLU27zo0bN4iKiqJLly7Y29ujUCjIyckpMZCrVCptoM/MzOTEiRO0atWKZ555BkNDw2L7Njc313kNDA0NcXNzIzo6mlu3bmnXe5Dnr3Xr1sTFxbFjxw46duyoDZe2trZYWVlx8eJFnnrqKW09TExMMDExKbP7ij4pFAqaNm3KsWPHdH4ZTklJ4cSJEzg5OWFqakrdunVRKBQ6Ldm5ubk6s4Xo47xeaV2Dub2sH+tgDRKuRSVau3Yt8+fPZ/78+axbt67Ex4uWFRYVFUVKSgopKSna0fIPavt4bzw8vfDw9OLlWdcZtHwqnjUVcPw3lhu+xviBmg/mGq360L/J3/welR9C816gZ37rMfX78N5IO37aEwVE8VtIHmMnDaSRMUAt2gS8RavQnzmcH8ybDXmLDg0ssSpnQ0mW61BG5R+rRtuX8cw9rxkoePw3Vub58Hr3gnp04OXG5fjxKfpPfqjxCq/m79NIZ7v/6l8PwKI53Qe6sengf9OO+fq9hquFAnCgs09z/owtXxDQ4ebBK8p/iLyYB5zlzz/r0e35uhXfj3jieXh40Lx5cz799FMOHjxIUlISf/31F59//jnPPfccrVu3LnVbBwcHevTowezZs/njjz9ISkoiJCSEjRs38tprr2FpaYm9vT0GBgYEBwdz/vx5EhMT+fnnn4mPj8fNzQ2lUomrqys//PADoaGhJCUlcerUKUJDQ2nVqhVWVsVHTigUCnx8fDh+/DjffvstiYmJnDp1ikWLFuHk5ISdXfnGfdSuXRsTExN++ukn4uLi+Ouvv5g6daq2tVZfFAoFL730EqdPn2bx4sVcvXqV69evs3r1aqZMmaLTyl8aS0tLfHx8WLVqFWFhYdy8eZPNmzezYsUK7Tq2trY0aNCAH3/8kZiYGI4fP8706dMJCQnR2ZeJiQnXr18nMjKS5ORkbfiPiIjgzz//JC4ujpUrVzJ//vx71unZZ5/FysqKhQsXEhcXx+nTp5kzZ859P38ODg7UrFmTf//9lzZt2mgft7a21k7/GBISQlJSEqdPn2by5Mls2rSpXK3++tS+fXtsbGyYPXs258+f5+rVqyxbtoy7d+/Ss2dPQNOf38vLi4ULF/LXX39pX+/Cs4Xo67xeaf14B2uQbiGiitxr6qbSylJTUwkLC9Pe1wdtn+vo1QybkELDBv99EKoSvuUNz2911m95KQlK6FpoYWHDxWs5gAHZ2TYYF+7CZ1OHesSTdEtNLcDYWH9XqUprUJ/7GX55t6YFpf1gl50Tz5cjuvFlocfMXDuRQP1StrgfrjzfPZeJ++IYePdvwl28WFlCq70QZalRowaTJk3i+++/Z/LkyZw/f57WrVszYMAA+vXrd8+BdgqFguHDh2NnZ8fixYs5duwYnTp1YsaMGXTo0AHQhMKC+YrfeOMNUlJS6NixI0FBQTRu3BiAzp07M3PmTJYvX8748eNxcnJi4MCBDB06tNR+1S4uLsycOZNly5axZMn3g7TGAAAQXklEQVQSHBwcGDp0KAMGDMDQsHwfxQ4ODnz88ccsWrSI5cuX4+3tzYgRI1CpVFy6dInnnnuugs9m6RwdHQkODiY4OBhfX19A0w964sSJPPXUU+W6fHn37t0BTf/nGzduMGTIEEaOHKltHbW2tmbChAksXLiQgQMH4ubmxqhRozA1NSUuLk7b9adx48b07NmTsWPHMmbMGMaMGcPgwYNJS0vj448/BmDkyJFMmjSJ0NBQ0tPTdQb4FbC1tWXq1KksXryY3r174+bmxvDhw+85O8e9FHQNUalUODg46JT16tULW1tb7d9I06ZNta93VbZcg+Z5/uyzz7R/0+np6fj4+PD5559Tu3ZtQDPW4PXXX8fIyIiJEycCmq41RbtYPUzn9VDLzMpWPw63kydPVvoxHiaHDx+u7ipUinnz5qnnzZun3rNnjzojI0OnbM+ePdryiotUL3vxJfXcf3Pzl2+p/w70Vb+z7Ypm8dhS9QsjN6mvlLTpjR3qD1/4Qn2s0ENXNryp7vnlcbVaHale/fJr6h/iVP8V3gpXf9xlgvq3O3nqmAW9/jtGgWNL1W3/t0Udn794e/sH6ubzDpdYplZHqpd1eUe97bpKrT61Sj1g4Fr1OW3ZTfXud7yL77/ofo4tVXcpYTvNcxGpXv3yKM3+iym8Xtl11SkrYduC+ocFDyy5zuKhdiY27oH3wfuX1Lx/SQ+1EUIIjYfxfUW+ZoiHkqenZ7GWB/1eetaG9iN6kxK8WtOv2u0Fht/ezKqdFzR9pbOv8PvspRxKy29VVx7gl9/yR+ZfDmHxmhQGdG0GNOOlPkqWzP6RC9kAyUR+8zW/efaio0XpLdYGyfHcqWiV3TwYmLuRVTsL6vE3v57Nvfc2AG4vMOjuZjbl1z9HZ7vGeHRPZ8OSsPz6Z3Nl1wK++ad8c46WdR5pt/7rA4mbDyOVm5i7zV66hAghhHhsSbcQUenKmsu6pHmry+o7pxduAwho8wbBP17g26HNeXv1R2ya8gE956aSZVSPXv6Ted9CAemA2pWG5+bRd85JEqnFy/5BvNZM8/Ovo/8SlgbPYFyvVdrZQjZ/2oXiP0oWHPcF3jOZyOsvnuDjLcGUPjtuUa4MXjSea1P88JirwtqtLc/XVFL6WPx8xs0Ztfh/LPh4FB6f5WH53Ju89bwxmh9mjWkyLpgpwTMY12sBSTmGuL44mo8/sALKmBbxnudRi3a927F0zgDaHZvDwQ/cAQda96nDnT+86ChdQoQQQjymFJlZ2Y/FBeHPnomhcRPXSj2GibFRpe6/Io4cOYK7u3t1V6Ncvv/+e+C/afeKhmt7e3vtdH3luYhM4fWrxM2dBA6KYugfE2hVdUcth/wLtbz+Cx8+/2hcqOXqxreYVWNGmVMHiofP2XMX/7+9+49uur73OP5M2iaFtimUtOVHq4PyowTQVrCgKEzRKb+0SK/IuLBNOnbn3Rio25znTq6eXWSMc+cdcnZU5g6OTpwoKCBssDm2Tjs3rGBNy48WoaVQ0mKTAjahbe4fyYBCsS1NmqS8HueUc5pv8vm+8/0jvPr+fj6fMCzj+i6NYVhaCYD354Gczy8i17Jw/FxR51qC7tK9rL8oGHdraI44h9m04H9peup/+LehlvNbCS4cFiFd4M+KeGu9hRm/af/LJ0RERCKVwrVIxBjMjGVTef7pudxe6SauzxjmP/e0byvBMOfc8jjTV1cz5Yc/45EIqFdERORqKVyLtCd1Kit3Tw11FQDEZExj6SvTCOz3sQVf4sxVFM4MdRUiIiLBFyH3k0VEREREwp/CtYiIiIhIgChci4iIiIgEiMK1iIiIiEiAKFyLiIiIiASIwrWIiIiISIAoXIuIiIiIBIjCtYiIdKsjnzWHugQR6QH21zQBkBgbXnE2vKoREZEea3KGGYBbnqth77FzIa5GRCLZ/pomntrhBGBkakyIq2lN39AoIiLdYsnkBHaXuznuaiZr1YlQlyMiPcQPpySEuoRW1LkWEZFukTumF5setjI5wxx2t3FFJLL0iTUycbCZLflWcsf0CnU5rahzLSIi3SZ3TK+w+49QRCSQ1DoQEREREQkQhWsRERERkQBRuBYRERERCRDNuZYuc50+E+oSRHocS3xcqEsQEZGroHAtXWY2mUJdgoiIiEhY0LQQEREREZEAUbgWEREREQkQhWsRERERkQBRuBYRERERCRCFaxERERGRAFG4FhEREREJEIVrEREREZEAUbgWEREREQkQhWsRERERkQBRuBYRERERCRCFaxERERGRAFG4FhEREREJEIVrEREREZEAUbgWEREREQmQ6FAXID2f/ZNPcHs8ZAwZgiUxMdTliIiIiASNwrUEVcH69ThqHQAUFb3PvK/OU8AWERGRHkvhWoKmqrISR62D7KxsBqWlsXXrFja+8QYWS8Jlz83Kymbo0KEhqLJrmhwVnDIPJsVioGZFDjXD3+aGB/oHdNxIEGn1ioiIBIvmXEvQuT1uDOczlxe8tPqpqqpi69YtFBd/2C31nNn+Y0ruWMuRSx6P3vsyH+dvptb/u7F2B6XD1vDpFUdyc/Ln+Rx/82CXa6pZkcO+N08EfNyLNTv2ceg7cyixZVJy4z18suwtjru8HXhlLUcXZWEvbu7WekVERCKROtcSNGnp6SRbk7Hb7djtdswmM3mz8y6bFtLY2Mhvf1tAUVER2dk3BbmqahzrDmPo+2dO//2rML53F8YyM3D5nxgYsNqCOe5+jn7tx7iXvkDG8/3pRQN1rz1DdX4jxt/NIbVLYwfrOoiIiEQeda4lqGbn5fGVu7/ChPETmDev7fnWsbGx2EbacLvduJzOoNbjLXuX05/PJOnRmbSs2029//GaFTl8NHclhvee4ETmtzjwm++xb9ISmmNWc9qWib242dfZnv9TKn60gBJ/R7t1BxeMFR9waNF0SmyZfDznGcqPtQCXd8UxlFCR+S0OOPZRYRuJ4xUXxv/68vnntB63geq1j1OSNdLfcd5Bjf+Ib9z1fPrK933Hc76BfedRmi5538bawzSW30SvSan0AiCBfnPyiffs57TD170+W7Gdg3PvalW7sXYHpbbbcRU20jJvFPuWb2inXl+Xu3TTbv9Yt/Jx/nqOur0XvZfFvu55zjcoe2nVRXcH3NRtXkHp+JFtvE5ERCQyKFxLUMXGxmIbNYoJt9xyxYWMjY2N2EtLMZvMQV/seLLwbbwPTWBgzhRiCzdT4w+WqU98QNarP8B76wr6l73A8Pn/xw1/eY6oc98l3l6GLTsKAMM/P+DzaT/h+j0L2+7U7qoiatVWRtv/wcDpdZxd9vaFQN0GL2MYYi8leYGFlp/8mTFrc7Fe8py6td+mrug2Uv5uZ/TeAvoa13Fy+T/53H/c8LdNnPnS4wz/qJQha7LwLt1C1SVjtFjHET/5T5zJf5lPK5z+145g8OanyEg2YGh4j6pZa2laspFMexnXfx3OLn2d49Z7GWn/K5bbYjEWfMINTz7Ubr0ATdtqiH9hJ6PtG0kwrqJ+m+/PgTPbV1K380YSi0oZ/cEvSKz7kH9NNokq28iJX0DsTjuj7b/HOvQd6pe/d/59ioiIRAJNC5Fud+jQIT76qPj871VVvig4efLkoJ7X4NmDa3VvYt5Jx2vqT/zsQ9TuOgpzr+/wGN6x80m5/TouX5Lp07LoAQZbDEAC1ocWULd8Hacc93P1Sxz3U7+6hZg37yPFbACsDHp0Ea5x2zj+2FgSAO/E+fSflIoJMOVMoVfTatwOLyRfvLjQSvqLW4nZtIH6r0+j3BmPIfcRkh67jwEWAw2Fb9GY+yjDxvchGrBMe4C4paupdzxIanLnq476z9kMsBiAgfSb9mWc9iogmlObtmDMf5d0/zVKn3oXdb/yxWevJQFjbTWeiirOZKUz4IlfE+/yEnPV105ERKT7KVxLtyou/pDdu3cDkDYoDYCMIRmMtNmCvlvI6T9upnHEvaQMMgJm+ufOo27JTo7MzafD8Tq247d7vGYz0bg5d3Xl+hjOYXAnYLhoFw6vJRmToZpzrs4OlkD/Wd+k/6xv0uQ6TM3aZ6l7sBbvjoUkuN0YX19I+esXPd2YhLGqBa4iXF+JFzBYLW0eaxl4H9e9FsexNU9yuLAc77iFJDz7MF8K3OlFRESCTuFaulXR+0UkW5OZnZdHbGxsN565lrpNWzCUvI7DtgzH+ceTArCwsW0Gt5smzHRpczpvDF5zA17XhU60weXA4+1HtLnjw5z540+p2Hkzg1bcSRIQbRnMoMcWc/bF1TQ4HsZiNtP87+sZ9eS4IH4omDEmGGlpcAOXX+8mt4vmIXcy/PkpgJv6135A5RM7OPWrqSQFrSYREZHA0pxr6TYupxO3x01GRsYVg7XL6aSo6H3sdjuNjY0BO7ex+j3O7L4bU1Epo+1l538GPDqE5neKL8zrdTS07jQbj9HSiUV1xhff5LDLCzRQu+EV3LfdSVKygZZBA4ku3M6pYy2Am/pd2y6bS+x1uS5biAgj6PNdI+eefZuTbt+41WtewvPQdAZ1Yk/p+JzbMW9fw/G/1PjP6+azv+7CEzMYkwUsN9+LefMaDhXX4wGaXB9Tvvxf5/TxheL26v0iCfSdNgvvmlep9F+jyu27Lhze92uOLHjZf6wTfzmIiIiEEYVr6TaWxETMJjPlFeVtBmeX00mBf0u+P/zh97zxxsaAnfv4OwU0fW2Of67vBdY5CzFt2Eyly0tz5kTie6+jLnMxBxxeWqzjiJuxj7PZE1vt8fyF7kqj+fEZlNhupnrbCOKfvR8r0GK9g5QVyXimj6LkxvuoqkptNZc4aepiTL+8n9KF2zl1yZD98n9JvwmFnBxvo+TGPE59voDUpyf6d/3oGG/CrQzZ9SPMv1tMuS2TkpH3cOxVM+a3vsdgs4EW6x1ct+FBolbmccCWSdm0l/BMmUSSf553n1kzYfFY9q7a1269XyRuyhJSppfhnGSjJGcxDc6+549F3/wfJD9Qxem7bZTYbqVyZybxz9yjrrWIiEQUQ6Pb0yP2ujp4YD/Dho8I6jnMpvBZWrVnzx7Gjh0b6jIAcHs6Pqu41ZzrtLRWx1yuBlyu1lvx5c3OIy09vetFStho4sJ8tOi9L1P8syRS1+eSEsqiwlA4fd4AHCw/wrCMji/+FRG5VqlzLd0qO/smZsyY6VvMeMk3Nfr/kR6ssXAlpcve9W9PWE3FmnW0TMpQdzoCREUZaWrq4B0cEZFrmBY0SrcbOnRomzuDuJxOCgoKcHt8c3uTrcnqWvcwsbd9m35lT3Mi6xFOeK/DkPvfDFg0Rh9EEcBsMuH2eIiO7syEJBGRa4+mhXRCON2mjdRpIe1xOZ2UV5RjNpmxjRoVsHFFIk04fd4A1NbVExVlpG+ftrdSFBERHzWMJKxYEhPJzr4p1GWIyCWSkhKpqDiqcC0i0g7NuRYRkXYZDQZSUqxUHz8Z6lJERMKawrWIiHSIJSGO+LjeHFPAFhG5Ik0LERGRDrNY4jEYDBwsP4I1qQ8mkwmz2UR0dFSoSxMRCQsK1yIi0ikJCXHEx/fm1Gf11LtcuN0emptbQl2WiEhYULgWEZFOMxgM9Evq2/4TRUSuMf8POPrF8U45KNkAAAAASUVORK5CYII=" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>The default attribution model for GA4 is Data-driven</figcaption></figure><p>3. Choose the &apos;look back&apos; windows for acquisition and conversion events:</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>You can set the conversion window to a maximum of 90-days</figcaption></figure><h2 id="google-analytics-model-comparison-tool">Google Analytics Model Comparison Tool</h2><p>Both Universal Analytics and Google Analytics 4 have a Model Comparison Tool.</p><h4 id="what-is-a-comparison-view-in-google-analytics">What is a comparison view in google analytics?</h4><p>The Model Comparison Tool allows you to compare two different or three attribution models.</p><p>Here&apos;s how to analyze marketing data in Universal Analytics.</p><p>First, filter by source / medium:</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Source / Medium is a most common way to view ad data in GA</figcaption></figure><p>In the image above, CPA for google / cpc is $33.44 (Last Non-Direct Click) or $23.12 (First Interaction).</p><p>This result makes sense... some prospects visit your site without taking action until subsequent visits. That&apos;s why Last Click numbers are lower than the First Interaction ones.</p><p>You can also change the view to show either CPA, value (revenue), or ROAS.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Universal Analytics allows you to study cost-per-action (CPA) and ROAS. GA4 only allows has revenue and conversions view.</figcaption></figure><p>To understand the ROAS of your advertising campaigns, select the <strong>Conversion Value &amp; ROAS </strong>option from the dropdown.</p><p>In the example above, the ROAS for Last Non-Direct Interaction is 409%. But when comparing it with First Interaction, we get a figure of 594%.</p><p>By the way, if you want to see ROAS data for Facebook, Titkok, Pinterest, and other ad networks in this report, here&apos;s how you can <a href="https://support.google.com/analytics/answer/6015070?hl=en#zippy=%2Cin-this-article">import your ad-cost data</a>.</p><p>NOTE - At this point in time, GA4&apos;s model comparison only allows you to view conversions &amp; revenue. So, until GA4 updates this tool, stick to Universal Analytics for analyzing CPA and ROAS.</p><h4 id="why-use-the-google-attribution-model-comparison-tool">Why use the google attribution model comparison tool?</h4><p>No single model is &apos;correct&apos;. Think of the different attribution models as lenses you can use to answer different questions.</p><p>Here are some examples of questions you might ask:</p><ul><li>Which marketing channels are best at acquiring new prospects (Top of Funnel)?</li><li>Which marketing campaigns are the most efficient at converting leads into customers (Bottom of Funnel)?</li><li>Which lead sources deliver the greatest customer lifetime value?</li><li>How does the content strategy perform in Middle of Funnel interactions (Middle of Funnel)?</li><li>What&apos;s the contribution of each marketing effort, overall?</li></ul><p>Using one lens is not enough to answer these questions. You normally start with Linear Attribution and then drill deeper with the other models.</p><p>The Model Comparison Tool speeds up this process.</p><h4 id="where-is-the-model-comparison-tool-in-google-analytics">Where is the Model Comparison Tool in Google Analytics?</h4><p>In Universal Analytics, go to Conversions &gt; Attribution &gt; Model Comparison Tool.</p><p>In GA4, go to Advertising &gt; Attribution &gt; Model Comparison.</p><h4 id="what-is-mcf-channel-grouping-in-google-analytics">What is MCF channel grouping in Google Analytics?</h4><p>This is the set of groupings GA gives you by default. For example - &#xA0;Direct, Organic, Social, Search, Email, etc.</p><p>To edit the existing Channel Group or to add your own definition, go to:<br>Admin &gt; View &gt; Channel Settings &gt; Channel Grouping.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Edit existing or create custom channel groupings in Universal Analytics. (Not available in GA4.)</figcaption></figure><h4 id="what-is-the-default-attribution-window-for-google-analytics-1">What is the default attribution window for Google Analytics?</h4><p>For Universal Analytics, the default attribution window is 30-days, but can be extended to 90-days by creating a Custom Attribution models.</p><p>Google Analytics 4 comes standard with 90-day attribution windows.</p><h4 id="what-is-a-custom-attribution-model-in-google-analytics">What is a custom attribution model in Google Analytics?</h4><p>Universal Analytics gives you the option of creating a Custom Attribution Model. (GA4 doesn&apos;t have this feature yet.)</p><h4 id="how-to-create-a-custom-attribution-model-in-google-analytics">How to create a custom attribution model in Google Analytics?</h4><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy"><figcaption>Universal Analytics allows you to create a custom attribution model. GA4 doesn&apos;t allow you to do this.</figcaption></figure><p>In the Model Comparison Tool, click one of the model-dropdowns, then select the &quot;Create new custom model&quot; option from the menu.</p><ol><li>Give your model a name</li><li>Choose a baseline model to start with</li><li>Adjust the Lookback Window (I suggest 90-days)</li><li>You can also adjust the amount of credit based on source, campaign, time on page, etc.</li></ol><h2 id="choosing-the-right-attribution-model">Choosing the Right Attribution Model</h2><h4 id="how-do-you-choose-the-right-attribution-model">How do you choose the right attribution model?</h4><p>Before killing campaigns, ask yourself, &quot;Is this campaign delivering value for Top of Funnel, Middle of Funnel, or Bottom of Funnel campaigns?&quot;</p><p>Top of Funnel (TOF) is the hardest to get right, likely less profitable than BOF, but has the most potential for scaling. Use First Touch Attribution to see which channels and campaigns are profitable.</p><p>You might have a campaign that&apos;s working well in Middle of Funnel (MOF) or Bottom of Funnel (BOF) but not Top of Funnel. Check Linear Attribution before killing low-performing campaigns.</p><p>Finally, you may find a campaign becomes sufficiently profitable when you suppress cold traffic (TOF).</p><h4 id="which-attribution-model-is-the-easiest-to-use">Which attribution model is the easiest to use?</h4><p>Last Touch Attribution is the easiest model to use. That&apos;s also why it&apos;s the most commonly used.</p><h4 id="what-is-the-best-attribution-model-for-lead-generation">What is the best attribution model for lead generation?</h4><p>Last Non-Direct Touch is the best model to use for lead generation analysis. The reason is, most prospects won&apos;t naturally gravitate back to a lead gen landing page unless directed back by an ad or other marketing campaign. In other words, they don&apos;t normally bookmark the page and return in 2 to 3 months. So Last Non-Direct Touch is fairly close to reality.</p><p>However, these leads can easily take 3-months to 2-years to convert. In this scenario, Data-Driven Attribution is ideal.</p><p>Keep in mind, with Google Analytics you&apos;re limited to a 90-day &apos;look back&apos; window. Visits that happen outside the 90-day cannot be attributed.</p><p>For greater flexibility with conversion windows, you&apos;ll have to stream your GA4 data into BigQuery and create attribution dashboards in DataStudio. Go to Admin &gt; Property &gt; BigQuery links.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://docs.measurebit.com/content/images/2022/06/image-1.png" class="kg-image" alt="The Definitive Guide to Google Analytics Attribution Models" loading="lazy" width="667" height="678" srcset="https://docs.measurebit.com/content/images/size/w600/2022/06/image-1.png 600w, https://docs.measurebit.com/content/images/2022/06/image-1.png 667w"><figcaption>Stream GA4 data to BiqQuery</figcaption></figure><p>When you connect GA4 to BigQuery, if you haven&apos;t already got a Google Cloud Platform account, you&apos;ll be asked to create one and then add your billing details.</p><h2 id="wrapping-up">Wrapping Up</h2><p>GA powers web analytics for MILLIONS of businesses around the World. But most are not enjoying it&apos;s full benefits.</p><p>To access Google Analytics powerful attribution models, you need Ecommerce configured with data being fed in the correct format. Alternatively, you can setup conversion goals... just make sure you&apos;re sending revenue data with the events. </p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Side note - I haven&apos;t covered it in this article, but you really should be running Google Tag Manager Browser AND GTM Server. Why? Because GTM Server cannot be blocked by iOS14+, Safari 14+, and other ad tracking blocker technologies. This has an impact on both your analytics reporting and your ads, because ad networks require good clean data to optimize your ads properly.</div></div><p>Google Analytics 4 offers the more accurate Data-Drive Attribution Model. But GA4 doesn&apos;t allow you to create custom attribution models.</p><p>Universal Analytics has a more powerful Model Comparison Tool. It&apos;s especially useful for analyzing CPA and ROAS. <strong>This gives you Wicked Reports or Hyro-like reporting powers!</strong> The only drawback is the lookback window is limited to just 90-days.</p><p>For the time being, I find myself using both tools.</p><p>For sales cycles that take significantly longer than 90-days, you can enable the native integration between GA4 and BigQuery, then analyze your data with python and Data Studio.</p><h2 id="need-help">Need Help?</h2><p>Feel free to <a href="https://call.measurebit.com/lite/call-to-discuss-tracking-analytics">Schedule a call</a> to discuss your needs with any of the following:</p><ul><li>Setting Google Tag Manager browser &amp; server</li><li>Getting clean data out Shopify, Squarespace, Wordpress, Woocommerce, Typeform, Thrivecart, Samcart, etc</li><li>Configuring Google Analytics e-commerce, goals, custom reports</li><li>BiqQuery &amp; DataStudio data analysis</li></ul><h2 id="related">Related</h2><p><a href="https://docs.measurebit.com/5-steps-to-add-google-tag-manager-to-shopify/">Add Google Tag Manager to Shopify</a></p>]]></content:encoded></item><item><title><![CDATA[4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side]]></title><description><![CDATA[In this article, you'll learn the 4-steps to implement Google Enhanced Conversions with Google Tag Manager Server-side.]]></description><link>https://docs.measurebit.com/4-steps-to-set-up-google-ads-enhanced-conversions-with-gtm-server-side/</link><guid isPermaLink="false">627094d084bfeb6be0e347e9</guid><dc:creator><![CDATA[Wynne Pirini]]></dc:creator><pubDate>Tue, 03 May 2022 05:05:41 GMT</pubDate><media:content url="https://docs.measurebit.com/content/images/2022/05/how-to-setup-google-enhanced-conversions-with-GTM-server-side.png" medium="image"/><content:encoded><![CDATA[<img src="https://docs.measurebit.com/content/images/2022/05/how-to-setup-google-enhanced-conversions-with-GTM-server-side.png" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side"><p>Google Ads Enhanced Conversions (or GEC) is Google&apos;s version of Facebook CAPI. It uses hashed user data to capture conversions that would otherwise be lost due to ad tracking-blocker technology.</p><p>In this article, you&apos;ll learn the 4-steps to implement Google Enhanced Conversions with Google Tag Manager Server-side. I recommend avoiding the &#xA0;Global Site Tag method because it&apos;s a browser-based solution (read more about this below).</p><figure class="kg-card kg-embed-card"><iframe width="200" height="150" src="https://www.youtube.com/embed/NYFUMyNp_4U?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe></figure><h2 id="prerequisites">Prerequisites</h2><p>Before attempting this method, make sure you have the following already set up:</p><p>Google Tag Manager web container with tags:</p><ol><li>Google Analytics 4 configuration</li><li>Google conversion linker</li></ol><p>Google Tag Manager server-side container with tags</p><ol><li>Google Ads conversion tracking tag</li><li>Google conversion linker</li></ol><p>A little background around why solutions like Enhanced Conversions are growing increasingly important...</p><h2 id="the-ios14-debacle">The iOS14 Debacle</h2><p>Recently, we saw the advent of iOS14 and its new privacy protocols, blocking all 3rd-party cookies and shortening the expiration time of 1st-party cookies to just one week.</p><p>Apple further stipulated that Facebook had to limit the extent of events and data extracted from users on iOS and Safari devices.</p><p>Apple had two main reasons for its actions:</p><ol><li>Facebook makes a LOT of money from Apple&apos;s users&apos; data (and wasn&apos;t giving Apple a <em>kickback</em>). Similarly, Google misses out on massive potential revenues from data Facebook gets from Android devices.</li><li>People were gradually waking up to the fact that their personal info, browsing habits, location, and purchasing behavior were being passed onto goodness-knows-who to do goodness-knows-what.</li></ol><p>Look to the &quot;Cambridge Analytica&quot; saga to get a sense of just how user data can be misused.</p><p>This set in motion a series of dominoes that are seeing the likes of Android and browsers like Brave, Opera, Firefox, and even Chrome starting to take similar stances on privacy by tightening up the data available to third-party trackers.</p><p>What this means for digital advertisers is it&apos;s getting harder to know what&apos;s really going on with marketing campaigns.</p><h2 id="insights-from-facebook-capi">Insights from Facebook CAPI</h2><p>The way Facebook handled iOS14 is interesting because it was the first to come up with a comprehensive response to iOS14... probably because they were the most affected and stood to lose the most.</p><p>Conversion API had been available for 2-years prior, but most advertisers stuck with the Facebook Pixel because it was MUCH easier to set up.</p><p>CAPI, a server-to-server tracking solution involves passing hashed personal info such as name, email, mobile, zip, city, state, country, and user-agent, to create a redundant conversion data stream in case of having conversion tracking blocked in users&apos; browsers.</p><p>Based on results we&apos;ve seen from clients, we estimate around 17% or more of data is blocked in browsers and devices, and FB CAPI does a solid job of filling in a good chunk of these missing pieces.</p><h2 id="server-based-vs-browser-based-tracking">Server-Based vs Browser-Based Tracking</h2><p>iOS, Android, browsers, and ad blockers will continue to tighten up privacy by blocking connections between users&apos; devices and external 3rd-party trackers... likely due to increasing pressure from pro-privacy groups who eagerly litigate the tech giants when they overstep the mark.</p><p>Apple, Android, Brave, Opera, and other platforms harness the power of Machine Learning to detect tracker <em>footprints </em>and then start blocking them. So over time, we can expect browser-based tracking solutions to become less and less reliable.</p><p>However, these same technologies will not block the devices from sending data back to the same root web domain that a user is visiting. The reason for this is devices and servers need to be in regular communication for modern websites to function correctly. If this behavior stopped, then probably 80% of all websites would stop working!</p><p>Herein lies the power of server-based tracking... by sending customer data and transaction data to a server on your root domain (e.g. sgtm.yourdomain.com), you can forward that same data to any endpoint of your choosing, including Google Ads, Facebook Ads, Tiktok Ads, Pinterest Ads, Universal Analytics, Google Analytics 4, and more.</p><p>For the time being, this type of tracking technology <strong>can&apos;t be blocked</strong>.</p><h2 id="why-gec-with-global-site-tag-is-kind-of-pointless">Why GEC with Global Site Tag is Kind of Pointless</h2><p>You could theoretically implement Enhanced Conversions using GTM browser OR Global Site Tag <em>if you really wanted to. </em>Both are possible. But, for the aforementioned reasons, doing so is kind of pointless.</p><p><em>Remember</em>, any tracking technology that runs in the browser can easily be blocked, which means you&apos;ll lose ever more conversion measurement data.</p><p>In short, Enhanced Conversions MUST run from the server in order to do it&apos;s job properly (and Google Tag Manager Server-side is an excellent way to do this).</p><h2 id="reliable-data-matters">Reliable Data Matters</h2><p>There are two COMPELLING reasons for going to lengths to collect complete, reliable data.</p><p>The first is <strong>reporting</strong>. When blending data from ads, CRM, shopping carts, and other sources, the more accurate your reports and dashboards will be. In short, you&apos;ll be clearer about what&apos;s happening in your growth engine.</p><p>Second, the Ad Platforms&apos; <strong>A.I. that auto-automizes your ads</strong> all require CLEAN data.</p><p><strong>Junk in ==&gt; junk out.</strong></p><p>The better quality signals you give the robots to work with, the better results they will deliver in the form of quality traffic.</p><h2 id="why-google-released-enhanced-conversions">Why Google Released Enhanced Conversions</h2><p>I watched bemused as Facebook <em>tore it up</em> in the process of rolling out Facebook CAPI. At the time, it was obvious that they panicking.</p><p>iOS14 basically turned the ad world upside down!</p><p>I had in-depth discussions with several high-rolling digital media buyers, trying to get a <em>bead </em>on what iOS14 and CAPI would eventually mean for advertising.</p><p>Meanwhile, we didn&apos;t hear a <em>peep from </em>Google. It&apos;s almost as if they didn&apos;t care.</p><p>Somehow, we thought, Google must have had this <em>sewn up </em>with their World-class predictive modeling... and from what we saw, Youtube Ads appeared to be far less affected than Facebook, even with advertisers running CAPI.</p><p>But as the months passed by, we saw CAPI improve. Probably because it took a while for their Machine Learning to adapt to the new data sets.</p><p>In the past, if you wanted to send server-side conversion data you&apos;d have to go through the hassle of applying for Google Ads API access.</p><p>So, it was a nice surprise to finally see Google Ads roll out their own GTM version of CAPI with Enhanced Conversions.</p><h2 id="how-google-enhanced-conversions-work">How Google Enhanced Conversions Work</h2><p>Similar to Facebook CAPI, Enhanced Conversions hashes customer data- email address, phone, first name, surname, street, city, region, country, postcode and combines it with IP address, user-agent, and other data from Google Analytics 4.</p><p>It shouldn&apos;t surprise us to hear that Google cross-references user account data across gmail, Youtube, Workspaces, and hundreds of other product accounts in order to attribute a conversion action back to a specific Google Ad.</p><p>As far as we know, because the data is hashed using the SHA256 algorithm, theoretically user personal info is protected under GDPR and CCPA laws.</p><p>Personally, I&apos;m highly skeptical about their claims... My theory is that Facebook and Google have the smarts to know who a specific user is, regardless of whether personal data is encrypted or not.</p><h2 id="4-steps-to-implement-enhanced-conversions-using-google-tag-manager">4-Steps to Implement Enhanced Conversions using Google Tag Manager</h2><p>As I mentioned at the beginning, this article is going to get REALLY long if I have to explain how to set up Google Tag Manager, GTM Server-side, and Google Analytics 4. I&apos;ll link to each topic as I create a separate in-depth article for each one.</p><p>Now that you understand why we&apos;re doing things the way we are, let&apos;s go through the actual steps. It&apos;s quite simple as long as you&apos;re already collecting data from your system and storing them as data layer variables in GTM.</p><p>Here&apos;s a basic overview of what we&apos;re doing:</p><p>Turn on enhanced conversions in Google Ads dashboard</p><p>Collect user provided data</p><p>Send data from GTM web container to GTM server container</p><h3 id="step-1-google-ads-conversion-settings">STEP 1. Google Ads Conversion Settings</h3><p>Login to your Google Ads account - <a href="https://ads.google.com/">https://ads.google.com/</a></p><p>In the top navigation, click &quot;Tools &amp; Settings&quot;.</p><p>Under the &quot;Measurement&quot; submenu, click &quot;Conversions&quot;.</p><p>Then click the link for the conversion you want to enable for Enhanced Conversions.</p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUUAAAH2CAYAAABX8+0EAAAgAElEQVR4nOzdeViUZffA8e8AAzIo66CCgAsKiCsmmmhKKZZLai655IJLqS2WlUua6attaqZpvpqvqaWWWqlZYT+XElMsLFxyA3dAEQUU1AEZYH5/zDCyDKso2/lcV1cyzzL3PPPM8pw59zmKUWMn6BBCCCGEEEKIaurT/9tT3kOost58ult5D0EIIYQwyaK8ByCEEEIIIYQQFZkE9gomAWXxKHjevkHDlCSc0+6iTk8FIMHSmhs1bLhQy5ELts7lPEIhRGUkQVEhhBBCCCGEEEJUOJ63b9Dp2iVsM9LzLVOnp6JOT6VpSgIp8Zc4ULcB52tJcFQIUXxm5T0AIYQQQgghhBBCiJw6XztPz9gokwHRvGwz0ukZG8UT184/gpEJIaoKCYoKIYQQQgghhBCiwuh87Tytbl4r8Xatb16jswRGhRDFJEFRIYQQQgghhBBCVAiet2+UKiCardXNa3jevlGGIxJCVFUSFBVCCCGEEEIIIUSF0Cn+cqHLHzt4nMcOHi98H9culeWQhBBVlARFhRBCCCGEEEIIUe48b9/AVnvvgfdjm5Eu2aJCiCJJUFQIIYQQQgghhBDlrmFKUoXclxCiarIo7wEIIYQQQgghRLWmc+WJMc/Tw68RziolSgC0aJKTuHhkF99tCEMmA1d1DjTp1p1n/ZvT2MMOlVJpXKLVakiJvsSJw7v4eU8kVTH/0bXzcEZ2dObO5LFltk/ntLtltq+y1sCtTnkPQYgycyk2vryHUGoSFBWiHAU80ZmwP/aX9zCEEDnI61II8Si5dg5mfN8WuNqpyA6BaDXJxJ/4ldWr9lWhQJgDT74xmWHNnVEWvXIBtCSd+ImPluyuckEht8FDGdKxMTa5blWisqtDs8ARePu1ZceSz9kRk1VOIxQPk33b/rw0sAu+akuTy5VKFU6evnTx9KVjt7OE/rCe9YerzqtA6zWKN0Y+Tm3gn8TkMtuvOj21zPZlSmm+M0owVFRFOc/rkgRIVVlavDOSaKNNwCkrDXXWPZyy0gFINLMkwcyKRLMaRCjVRFo4ojEr/TeIgkhQVAhRcelcad7OnjuHT1Whi0IhhBACshz9GPnqC3TzsMm3TKmyw63dYOY078gfq+bz5YmMchhh2UprO5i+DxQQBVDi2LwbY9rtY364toxGVr50On9690zlly2LWKqczqQn6+sDo5pYQnccxjLgSdp62KO0a0r/KZPJmLSIkPIedDlx7TycEUHNqK+2R2U8kfTZtLEnfuebtaFczBrKh2s6Uw+4HvYWU9doynHExeP9Qo7nHUiNO8uJI3/zx+EDHI/JIsO9KV39O/C4ny9NXWywUDeh6/h38PFZx8z1hTcbqhwc8GnmRP53wqpHAqKiOmjgVqfIwKg6U0PftIsEpBf8445TVrohQHrbuF6YpTM/1mhIgrmqzMZbLYKit1W+JNo9RaqVKwDW967ilPwbtTSnynlkQpQNXfYXwOiDTJm7IVf2hKbrJNYObYp51DYmLNhVbmMsSODbCwn2qXn/Bm0SUfs28eHmf0nt0pdxI92IzpjNon8G8eEaf1I3T+f93enlN+AC+PboTu2du9hX3gMRQghR8ek8GTM5mEAXfVZYRsJFwkND2LXzBBm+3ejetwsdPNUoVW488dLrXP3Pp+xM1JXzoB9Mlp2lISCayrlSfJZnf5+xQYnSTvEwhlguvF55lkFtauJvt5Y5Gz9mKYYAmcqNLn0y2PvFuyz0n8GUTq4oVY3pMbkTIYsPlPewH6lMxwAmTu5PgIupsJk+m9ar4xDm+HVi/9dXHvn4HoTnc2/eD4hqkzi2aRWLQ3N3XreIOU1ozGlCt+ozy18d2A5XlTX1ugQz5+4q5mw9Uy5jLwu2nYOZPrAdrqr7r2lrzyaknj9b6Hb/dGxZrP3fsLR+oPEJIcqWKktLn9QLBKXHlWr7gPQbBKTfYEcND3ZbuZdJ5miVD4rerBXANafeuW5LtXIltvZwat/ai9OtveU0MiEeAo+mDPE2Z1lkpvGmfu0aYQOkld+oihYXTvCstaBzpf1LE5gY2JdRm//lq/0reKMSzGJ2e2E6k5+sj7KLJ7emr+BoeQ9ICCFEhWYzeCAdDQHRtKgdfLxg5/0ZEaf2sObUHnY+M4l3BzbFRtWYQS/15++PfqhyU8arO52uM/181ICCBt1GM4e8gdEGdB3/NnyxiYOebxDoYkathu3pyYFqky2a6diFd2YOxjc7EK6J5+i+3/jt8AGOR9elWaA/T3Z5nFYe9ihVbnQeW4fKkkOs9XqBMd2bGDKDz7F14WJ2xGSR6RjAqPE96OCpNmRPppJ4/h92rvqGPfvXMfVCDO9MHUAzlTUNgoYw4eQ8Vub47l9Z2HadxEdDmxozRDOS47mh0aFo0ASKCIoWV0KNipN/KlmiorpTZWmZeicC98wHL2vRJy0aP+0NFtRs88CB0SodFK2lVnO6Zu8Cl1+374p16gVU9y4+wlEJ8bAkkZDgQKNAb4jUZ0HrsvrRwTOLuLi7OBjW0um8GTH7RcN0vVSuhGZPvcld6ysj4TQ/LFzGzkQdtl0nMmtgS5yVgDaJU1s/Y8Hu6wTPW47vxSlMXaNBp+vM1GVDcD76NlO+bMvUZX2pm6DB1sOGy5unszRrrHEfOfedi+IqB3eeZ0B7fSBXnwHrw+VvE2mV/aVp8GcscM8/Hcrn+beY0L0x9gCaWON0wwy3rkx5tQ+t1JZAKvHhO/hk1T4ud53Eur6OXE12oLGLJWiTOLnvCJbtnqKJnQK08fy5/H1WFmPKYuyGr/nOdTLDvFvyxscTWSKBUSGEEAVyYFALD33WpOYcO3IGRHOI+3Up3zXXz6Yw82zJQKdtrEisuvUk72eCli6TtDLK8G6CszFDztoYGP30WjJaLaAElNbYq27x/r/RBLo0AJUjTb3NCamEQbAS03kydnJ/Q0BUy+0TPzE3Zz1ZxVVOhv7IydAfse08jllDH8NZqXzAEg2PigPPD/CnnhIgieOrPmNHTBY6XWfemjmE1rmyoa1x8uzE8BlOWL61lJDYvXywsgFL3mxLbWUd2vXvxw+V7EcTna4z4/v6GDJkUzj1039ZEKLPkPW8fYOeRWz/2EF92YCiMkYv2jo++GDLyKXYeAmMimrLIyOFKXeOodKV3WeXe2Yq81P+ZGHNVkRb2JZ6P2ZlNqIKyLJeqyLXiVMPfAQjEeJRyODCv9E4eHUj0HCLzQgfGiZf4pLm/u8fT04ZRze7aNb/5xXe+f4S9l1e4M12Su4+M5phzc05/sV7DJ/zPRdVPgQN9UWnC2B83xZYHF3HlLHz+N8ZBb7PDCGgyPFYY8MJ1kx7i9mXBzFtYFPSD67l7amrCNd6MvCV5/NvonOlywBvaicnkrO4hcXepbw8Zj9XSOXc5tfzBUS1XqMY070et0I+Y8rYeXwTY88Tw8fgq/Nk3Pj+NNee4ItpLzPj61Mo2vXn1Z5W+rtT2WJxZAVTxs4jJM6GZkEBWO5dwKixSwhLrs3j/QcU79ArrrJrwWK+ibwDan1gtHXxthRCCFHN6LI64qrWfwVPi/230Iy/X/ed5xYADtQJNN2ARVReWncbY5acVgv6wOiLLBrYEnsloI3nnzXLWXb4BsrEVPR9tK2x9jAvpxE/Wnd79M2RUf1z7oBoHin7VzPv+9NU3F7juWm9+tDBU/999PbJnXxq+BG+4UvdDAFRLUlHtjL/P4v4+sgNffarXVOCxvsCYHnqS77/9yYAZp5tGOJduc6JO/3b4mX4QeD64a+MAVGA87WcSVFaPfB9pCitOF/L+YH3I4R4MKosbZkHRI371mXq951V+jkCVTYo2q9FJPeKUa45XenAzVpFh3fKmlrtRPduT9GvTy/jf21aFx3Erah8vJvg490EtdqpvIdSjVlQ48gFLtrVo31HJeg8Gd7Cg5tRe7hnqEav0wXg72HDlcOr2BuTRdyv6zmWUIu6zZVYndzJl4tXsuzwDSxi93Iw+i4qVT1Ag1YL1o6N8fG5x8HPZhD81lLCihxPKrGHtnEoUcedgEbU05zjlw3hJCQdYcm+89xTu93/FdilHetWr2Ddl7N4sUUNLu/dUaLanLW6eFI74SzfbT3DDcVVfl3zBUs3/U68Yyd8Xe4Q9dM6DiXquLp/NYfOZ+HeSp9BrtBcIdywzRfRiaC5wl8hl1AoIpl/Jg6UJSjgrLjK/y1YTch5CYwKIYQoTC1sDKlsKQmF14a0Ck82BHmUqOyq7Nf2aksZc9cYxEs68RtnNTpAiTJPQBRA62RtnEqdGl0NskSB0f6e+qxP7SVCv8wfENVlDeWD1Sv03yFXr2BpjqnYFZ1tgAe1AUjiUsgh4+3t6hqupRJO8+Xy3ZyOOcdvn3/F0QT97CqHOi2M6x7ceZ7rADji3rH2Ixp52XjW08X43B5dk7/Px4E69Qvd/p+OLYvMEi1qH+WhJF25haiscp7n2VPmH0ZA1Hgfukz9fZQyMFolp8+rlPfo7n2HPcUsRXLdviu2dyIw1z38qos+3l7069MLH28vk8s1mlR27dnLrj2/o9FU/G6J2aZPeROA7Tt+YfuOn8t5NNWVNap62zl0PoAhXYLQ3nCmsfomF9ZGwnDDKrr62KsU1Ou2mHXd7m+ZltQJxd07tHxpLGNdbIzTjtKiQKE4yrpv9zC6bwAjp3RibI7p88X1nNoW7Fx5afUKXjLeep0GoM8Iza4pigOez43kzf4v8tr591h6unj7f9zOGrRpnDT8bZZ4johE0HTtgQ1pXMrRofamVouZXenT6wujUESy+cPVMGMcPT31gdEvFq7kUCVvjiHKTpajHwOHdqWDtwf2qvtT/LSaZBJjTrN703r2xlTd6bGllekYwMvju9GQq+xZ9SV75DUlKrVUsieG26o7AQU3QbzXzs4Q5NGiSa5a7w15p8vPqFoPr1gsIs9yQ/MYtVUK6tStyZqVuxk4IYgmyuu5AqLoPHm9hYf+35okTleDqfM6XWfqO+szCdMuHuHbKva+315t+C6qSeJ4judzy7xX2JJnXR0WmKoJYBF52nj+2KpbAKVrXFIeGtgZEg+Sb7LbxPLztZw55pBOq5umiosU7ZhDXckSFeIhK06Qv2/qhTKpIVoU98xUuqdFs13lWeJtHyAo6kDg2zMI9rjG5grWEXNY2yhUlgq8bE5xOPnxItfPMrfmulNvXBK+f7jjGjyI7kFP5bs9MTEJJyd9vROVypp+fXrTxq81S5evJCEh8aGOqbLKdBjE3IVP0RAgLpwps9aWuo5O8LzlBLqYcT0sf53Kymh7+AX6DWzBaz3tqB19ioWRmfTKXqi4wi2NFm3oVOb8kPtHAM8X5xJgF8evC9exKTKR4HnLyX713Pp7K4v/3nq/EdKzIwjavQgApdIeKPy4/ZmcSnDCBRZOX2EMXGYLzPXXTc5tPcKlJ4fg3tEKihkU3ZaQQrC6Bs2Ak0CWU2Pauiu4HJHM3aF1sPY2B8MXTgelkixNClCreDt/ABlQaTIWxMOXq+4tAFrDdEklSpUddb0fZ8TsVjy1bxNLNoRXqtpgD1tKn6508HQBXOje9xv2VIH3alF9KcxCuRwXREMXM2q4taAnuwqcQt+5o4fhPeM6sfuqfo3N6kah2E/o+Wdo1sIBXPwY+/hq3lx4hvaq6/wTmX0N4IDfS8Po6GLIFFbVo01QbUJK8ON0paSrh71henVBGdUKs2+ZOe7bRzmqMnM/KJhkMihopHPl6amj8LdTAKmcO7TNuEihCONG8gugUlCjVr2HOdyHR6st8PvO/rr1aNahAxYhJXuOjznUZX/dkgdGhBAl08CtTqGBUXWmhm6l7DJfGs/ei+GAlQsJ5iWY7Umpp88bAqI+NcHQEbOiqG9/k04N9Vlhz7vsKPZ2t2q2Ic2y7sMaFuNGjzQGRFNTU9m+4xfenv4uweMm8ta0mQSPm8jS5V9wJvJ+eqtG8/Aj6pWV58AW+oAogEvjSldH52Gy3nOIKE19Hm9ek8t/f5fri4ZCsZ9jcVk0CHiFPu5mZLi1Y/x7s5kcaIm9ygI0Gi4nJGHftj8NDAXetV6jWLD6U+b098FZcT+7BSBZo8WhYW9aA649WtNAlbMo/H23Q89zXd2UYcPb4YwDns+9zsfvDKZJvjUdaNy/LQ1Ut0k8UXj6e5ZTY9q0boIzUDMsmuvqJgzq74OzzpUnho9h0oggvJMOcCrOHt/hY+jgpMC18zg6eJoRc+zhZDPrdN4MnjGOnp41yUg4zqaFKyWjTQDgFTyLtwwB0dS4CH5Y/CHB4ybx4sRJvDhxIsPnrGVP5E20WFMvcDivDKhR3kOuUGzCL3BFC2jjuRAugSFR2d3ku3+j9TUCVY3pM7U7pvKZbLtOYlQLfZvErAsRrK7CTZaqs7+W/MpJw7T52gET+d9LnXC10F/Qufl246V5M3m9vWuOREFrGg+ezrtBlWu6tCg5nc6b4PenMczbgezmqNWhAVlOqWOm0fijxVg5F90wKUVpRYiblwREhagg+qYV0tDcWoXCvREKhzzlFy2tULg3RFE3zw89FhYo6riiqOcBioLDmIXeZwFKkSmaIyAKZMaFs+yjH0q+m4dk2GP3U+zrWqUxweMzVka/Xqxtbzg8i3v8/8p8TN2DutKpYwcAomNiC8wAjThylIgjR2nj15qII9K7ukA6T7p7qgF9UXql0pGGQT4QmTcHsXpSKA6z/cyztG5zlyMh9/It3/nFFhpM7k//2cvpD6RFH2TlvnT+Of5/HJvan/Hz/wvaeM4laKhRqx7KqLV8+ft0Xg96nYU9MXSfX89uIP3Hw7R9rRNvrF4BmlguJ+uwNjEmZdRXrNllz9gnR7MwMHsf33IWqAeGmqLt9CtrNcSH/8Sa8NxBUYXZrxyLbk9PQ/f58XcGMLG7ir/GzWZ11Fes2fUWE3oaxqiJ5Y9VqwhTZLD/i604vNpH/7hIJT58K5+H3IOuZXfMAcMv+RIQFfnZdp3E651cUZLKpT1rmbPp33zrWMSGs2FhOOHBs5hQ+y+W//Dwy7lUJpanNjJz4sbyHoYQZebullVs9NB/n67h9RwffdycsB0/81NYFJne7enVoxePN3c2zjZITrxSruMtD9Vler1CsZ+PFiiZ8mofWqktsXZpw4DJbSi81aMhMMrHvF9VM0YVV7il0VFPpSiyzERldClZAy41wc6RIDCZLdrwpRcIdLEEUrm8dSmzQ3JPJdfpAnA2JDGk3a667xF2nbti16QW895YQMOUJNRpd3FO1ycP3bC0JqGGDRdtHSvNdHnpQi+qA1WWloD0Qua9eXiimL4SRdhOMld/ADr9dbPCpxWKNxahSIwn852hkKGPCShc3FGMew+F0orMuWMhzXQCYUD6Db611qIxM1FzpAAlDIqaCIjOWktFCd+1cb+Cd53cQYhBdXfxzZXRpGQWXUPwjnVDbqt8qaXJX+y5tFQqFf2e1U9eTk1N5eOFi4usFSoB0cKl+Qfhq1YAVzhwIIMnn6yPY8OuBHKyRM15qpK804cu/e89gnMsXzfrFdYZ/m2eFMaqWWGsyrMP86RQFk8PNbn/yI0f87KJeERBgQqFYj8LJ+3PdduZLZ8xJW+RJGDfJ1MKfN70jyv7r5tsmfuGsc6SHfN5Mcf+zmxZxBsm9m8Ru5fF0/fmu121dykv57jZYd08gtfl+buAceWjc6X71MkM85aAqMhNp/NnTE8fbICko1+ZDIjmFLVuHm8+mqEJIcrVTX5fuBq32S/SzcMGC3UTOo+ZTOcxptd28B/LAu1qpq45/miHKR4Ji9i9LJ52msdHPEcfv0Y426kMmaFaNMkadHZ2JsrxVO3AqEKxn8s3BtOsvoIaDf0Y6rS7StUV/SshhWBqgsqRlt7m7DZRJzbQI7vp0lm2hOSvrZnh3RRnY4mBwr9fVAXnazlXmsBnUS7FxpPp2BtP1eHyHooQD4VPRlLhK8RcgMwMdHU9wM4ebt0EQOHrDza2oLRC4dYA3SXDTOo6bigc68K/YZBZeF1tn4wkIiyL/8NDCYKiFTsgqlLeY5jfNSD39N2aFpm82egD5pydX6z9XHfohSr1Qpk1XWrj1wqVSp87t23HL2XaPKlN61Z4eLgBEB0dS8TRY2W+jVrtRJvW+seQkJBIxNHjqFTWqA01UHNO9y/O/SYkJJKQmFjs7Uwx1teKvkTI+js0eLI+De0a0CnIkn3VbEqJqBjcho9kkAREhQn3AtrqS1FoL7H/86LfowuS4daRV0Y8QysPNSrDD59aTTLxkeH8smlbrmZeN4Nn8WMnV9KitvG/y40Z0NEH1/sbER/5F98u2cJRQPXCdP77ZH1IOMLC6avy1fwFB16Y9T5B9c24EjqXmevjAAceGzw0335T4s7w49ovczWKMmZ6xYXzzkELXuvZwrhNdh1n187BjO/bAtdcQYB4Tu3YwOehlwF9h+EP13SmHtcJHzeb/+YYYZajH0NHPktAo7rYZZfw0Gq4duF4vsZVJTk22ezb9md03wB8czShy9DEE3kwhHWbpfarKD2FIpINc9/mt87BjOnZnPrq3OfYhSO/8/Vfbkx8rRP1lEpqB4xjARIYrbIUV/lzw3L+3JB/kW3XSXxksrN61Q6Mrj18nqD6TVAqG9BlbBB7FuyqMu+5KWHRXO/kSm0cadCzA0Tmr5uaM6nBlI49PI0d7GMOVr3nv6ozT/qZS0XEjaoKyYytfvy0CYWvkJGB4txxdOp6KOq4o7t1E5RKaPoYirQ0dFZWKFoGGIOiCpeGYOtA1rnjRQZF/bQJDyMoWrEDogDdfS6hrmm6nmEP52NsvnqK03d9i9xPutKBW3YdcbqVP7OsNNr4tTL++8DBQ2Wyz04dOzBs8CBjsDWbRpPKN5u/M3k/pdnGVGMojSaVM5FRxscVPG5ioWP18fZi3OiRqNW5a0WciYxi9dqvS9xISpf1FN189PW1rlzcyw2zOI6fD6ShpzWN/LvBbtOtCjLcOvLKmN609LA3dnFNjTtL2I5NJtfPfxF8f/31h6vK1zFRVmI3fsya1AHYhG6VgKjIxdvPBXv0nXO3l3Iftl0nMXdoU/2PQVoNCXEpaKmBrYs9bn5BjPduiu+q+Xx5IiPXduZuTzPBS4VSm0JcXCIoa+GitqFO8yd5bZ4Nn85ay4n14UR1qo+Xuj5PeZtzMk+mitarD63qm4H2EofXx6HTeTPCkNkGWlITrnFLCxZ2dXD2aMOIGY15bOsiFuS9OFd5M22gHfaAVqslu42uzfPT+E/3BiiBjOR44jQ6dCpHXO3caDviLRZ4rmTqmoJnb6T7vsDC1zpRTwmQSkpcMndRYqd20jeumuFrcjzFOTYngbQO45gz9jH9sdckEZecbli3Ds2CRvOeix2vLSm0RYYQRbq6fx3v7y94+ZRlGM5zCYxWVyl7l/IO1S8wavPrWna3m01PDytqePXmnVfT+ejzfSYDo7ZdJ/JekDV7Fy6uUA2AC6KM2sGh83709bSiVrMevNn8Tz7N8zme3QyWuHCCZ63NtSzddywDs2sOn49gk4lMUyEqiuJ0Ka8Kqlvwt9AmS1lFJBlmZcK5E+DZAtwaQuRxFPUaoHByhTN/o/BtB03bwo6v9HVGa9cDdCiio9BlFf5+V+R951GMoGjFD4iqbe7Q3fsOebNEc3qj4ULGn1hb4PKcEmoFYHsnAmXGzQcem8paXyg9Oia2wCzRTh07GDMvTTkTeZYzkVGAvj7psMEDjcuiY2IB8HB3Q6WyZtzokahUKnbtvh/ULc0240aPNNZBzR5DfQ/9+jkDvYXx8fZi+pTJufYBUN/DTb/s7cm8N/fDEmXPanq2pqES4ApR6/WdzL4+E01PzyYo3VswjBC+ybNNuu/zfDghME8TICXWLr50HfMKVzW5zxtN10ksz/el07D++Heob1/1vnSKB3doa8WprSwqjoaGH6JSk0+Uanut1wtMG9gUe7TEH97IJ1/8ZbwYzHL0Y8j4YfT0dOOJ0S9z/q2luUpRKFUqMqMPsmTuBuNntn3bYGZMaE9tFx96t1NyMvw39pzphlcLR7xMZKp07OFNbeB21EG2A16vvKAPiGrOsXXhYnYYszAdeOyF8Ux4sj6+z46g5+5Fubtp29lhr7nE3vVrDD8sOaB2SmXQGx4ogeuhC5i6/n5hdJ/np/Fa9zrorOvThFNEmTg2Ol1nZk7oSD0l3I7awaIFOzFOLtS50unVCYzyc8a3/0uMjPiQr3M0qSnesdHyTEdv7IHbUVuYu+B347G37TyOWUNbUsO6HgFAWFFPpBAPwPLUxioZGFXtXcorOXIQVBT+d5nXAq9kqmdg9Cbffr6NBjMH42unxLH1YD5a1JETB//gt8MHOB5dl2aB/jzZ7QnauuiPyuAZr5Ga5/OwYrrJlh8O03ZyJ+opHWn50uv0yfW5WrAMt67MnPCYPktUG0/41u2VJoPWGOjNlrOvQGGy1zMRIBaioqguwd/icMrK39skl8xMsqKOYNbvRRTqemQCiiYtwaYWuuMHUNjYgmtDFK4e+gCqcz2Ii0aXcqvI+7bWZRS5Tk5FBEVzB0QBzF3a8UZx3rgMsqfHPUz9Wl5EZVlwQBSgtW0cfWt/z4/XBxa6HkCWuTUJ9l1xSfj+gcfmbMiQLKyTfKeADvh45+/DnS3i6DHOREahVjsZg5vRMbGsXvM10TExAHi4uzNuzEg83N0YNnggEUeOkpCQWKptOnXsYAyIRhw9xuo1XxsDl/369KZfn17FeuzjRo8E9LVUP1qw2Hi/arUT82bP1I9tyCBWr/mqWPsDGO3vqc8vij5L9lY1f4jiYvcmeCkb0GyECxiCpaDv2jh5pCEgqk0h6uCPfLMhjAtOjQno0YshHX1wtct9Hy+0a6T/splwnB/W/8xPJ2Nw9G5Pzz596dLIijqtA2myewulLwAghBDFE9SnNfWUkBb1M9O++CvXMrOkI2z+UIPz/ECcUkIAACAASURBVNfxVzclaIQL+3K8/6G9Qujyb3L9iHnr73UcOt+avp62ODVXQriWgzsjGdjicWo3bE9PDhiDmTpdZ7p42gNJRIUcQpf1FINaOAMpnN68NM+F203+2fgF+xq9T1D9xnQc4UJIzrGQwunNn7L+sNa4fkIiXNVoASts67ahqdMlThuye85smc8rJmoE56Qa3YVmKgXEhbMyZ0AUQHGVA8sX4/zObPp61sN/ZABfL84R8C3msbmUnArURFWrMU3dQ7lheMwp+1czpZDMPiHKmqnA6Hxl7h9KRNVXZGC0/0uM2v0+xf9mXfGZJ4Xy8QcpjHxV/6OchZ0brXsOpXXPoflX1sTz945NlSAgqqeM2siaXXV4s1cTbFSN6T9jHp6bVrHYUDrG1PR5187BvDqwHa4qBZDKpd2bWClZokKICsYpq4iyhjodJMbD3RR0ro3AwQmFZwtQWpF1OBQzMyX0HYuigTe6mzfAsQ6c/xddatGxRffMgmNvphQeFNVZU0Sssdz51L5Bp4baolcEhtTdQMi1XmjNTPXHzu1WzTbY3f4H1b2LRa5bmBsJiTg5OeLh7lbqfWRPMe/e7f5U9pzBTYDomBhWr/maubNnGNf9ZtN3pdomOxM0NTU1V0AUYPuOn/HwcKNN68KzRX28vYxT5jdu+o7omBhUKhVtWreke1BXrK31z0GngMf5ZtN3xcoWzXQYRNP6+l8Wr0T9aLxdYfYzf0d3w8vTinoNu+LMBuMFgqZHL1qrFUAKpze8y/yD+nPFLPEcf274jFNxBX2xBFSOeHg3pGXKFY5H/sWGhX9hoszTI1HdUvGFKGvl9cvtRY0+qGZt1xy4WqJtdbrWtHaxAZI4+6Ppki4KRSRfnk/AX+2Mi1sAkCNjOeFKruzIbDe1+kBkNmXUDo5dbkdQ/fq072lFSIj+l11Nj7Z4qRQQfZpNkZnca+dFbSWAEudnZvDRMybGrMoALHFyaQHkCIpqrvPvwfyf1Tu/2Eazqf1p5d2NafO7oNXc5lpMDBeO/M7PeyILDfY8614X0HLp6LcmaqEC3GRj+AW6eTalVp0WNOMAxrBoMY/NxVUb2ePyIt082jBmdhtGaJJJjLvC+ch/2L01jPxtL4R4eHIHRkGhTa1UAVGz5HT07wLWNB78GesGl3ZPWrTJFX969MNSaGBUaY3a2xyqWJDMLOkIG+Ye4bfOwxkR1Iz6antjfW19HeokYk/8zjdrQyvd+/L5bZ+yVDWdSU/Wx0bpSKsR01nR7SwnjvzNH4cPcDwmiwz3pnT178Djfr40dcl+1lO5ErqOOVvPlOv4S6qoOqlCiGpEcwfOHUfhoMbMqxW4NoSrlyDlJroj+zEbPAma+qM4fxycXdGFbiuw6/yDKDwoqrjKroUfkl6Bp88Peyym6JUMjl80xyEljOv2xZt/k2jfDVX8/0o7NEAfePTxboJKZY2Hu3uuoGS2jxd+mu82lUrFf5cuAu5nmXq4uxv2GWtyP9ExMSQmJhmCsO6l3iY74Hk6MspksDLiyLFiBUWzJSQkMmzwIDp17GCsaZqYmMQfBw+xa89vxZ4+X7OvDw0BtJc4uSl3nYhtR6IZ5NkEpUdThnibs8zwZbB7cxd9ZmncGdaYuCBP2fMLp4J88Fffj/5vDI+ki2dL7FVu+Pccin/PocamHft2/MyvkSWrg/qgJCAqxIPLfh096uBo5JE4brVxxr6hH/3YVcK6orYolQAZpBZygZt0IYG77Z2xUdmWcpQ3WXX4PIH1m1C/7SCcQzZwAwde8vdEiZbLf3/HDSDLztJQCdQatUvhPy7WqOFQrHs2Twpl8fTjNOnWnWf8vGnsrsbduxXu3q3o0ieWP0zUSs2msgTIICOl4KmG1rtvcGtoU2xUKuoD+dtYFC67Ec7vAX14up0XTRt5UNfTl7qevnQM6sWprZ/lr58qxEOkD4zGM77+NdbuLF1ZjvJS4+/N/HjClWHNnY0NpUpOS9KJPawJL15CRFVVUGA0M+4cv1axgGhOV/dvYH4VzNKP3PgxMyP789LALviqLbF2aYK/SxP9NYgJGQlnCf1hfZXqc/D8rOX0rJ9jWn30PoLnbi6/AVVhcm0pHkRxr6USzSyLzBbVpaWiizmLIrA/itZPgJ0THPwFMrToEuLRXY9F4d4YnTYddDp0sedBW3Rj7RjzopMgcypGTdGb7PvkQzAERs1d2vHaPCpEYPSJRpfxKN51Fwl3Yfu/3tgrDnLT5jG0Svsit7lj3ZAUmzbY3o0o9RgPHPzTmK3Zr08vli5fWaztcgYVs+uJZitsKn52ZmpepdmmoCZIJW2OlLOuaMTRYxw4+CcRR0p49ug8GeHjov+3sgHdV6+gu8kVHWkU6A2R+sYc2V+6025fMZ1NoTjPXa2OnPVoVXtX8Gpknk7PShV1vR9nyBRf2m5eVMXqNQlRfTRwq/NIA6NWYX9zaWALWts1oPOrrdheog70KWi1ABZYF5L549hIjQ2QpUkp9ThVO/8mqmdjmnk0oK+TGSucDA2WkiP53ZA5qsiOQSQcZ+H0FQVkZ5bGTc7u2czZPfq/MtzaETziObrlqJX6u4mtNOkAFljYmplYqpca5GxokqTh8gOM8ErYDtYYCodmOTWm25CRDC2gXqkQD5vlqT2sLbj/WAV2k9+XvGfy9SxKTh8Yncisvi1wVmWQFh3OyrkbyvC9WTxKt/7eyoK/f6dJt+4869+cxh52qJT3fz7QajWkRF/ixOFdRc6kqIw2/BCKb3YPCE0sf0it/jInwVBRFnKeR4VdUyWaWRU9hT4tDaIj0dVQQYvHUahqojN2l1egOB6G7oneKBycIT4WXUrxev6kKorZT96gmGtXvMCoSnmPNq2SeDXFia/T9QG91uZpDLVKYqLqbr71v4nQP3nmujTq3PyZ2NrDi3U/cY69sNGcwlxXsg5W2aJjYjgTeRYf7ya08WtFp44diuxCr1KpjHVAExOTjEFRjaF+gj7zVJUvw1KlUhlrk2avW5ptsjNHcwZmcypOo6WExPuB0+ys0ANhh0ocUM2m9Q6ksbp4tRwcvLoRwCnCgOxr+Bq16uEM+b9A6DyxUebfr0XsQb746CCAYcpKJ54O9MNVZUvjZ4YQuPvRFHCXDy8hKjeF4jBrQjrw0dCmOLYexZwha5mz6d8C17ftOpG5Axtz46dlfBBylKNxd2lt50iTvl1hwa586+t03oz1VAMQF1v6dj8KxX5Czz9Dsxb1aDbQhyZZntQGbkbtMb7X1dh3gitDm+KlduPp5hacNJHB2WjwS/RMDGVzsS7YHGjStRdD2pizdeFXxgt5i9hw1n9YA5dlQ2hm54QvmAyi/BRzjZ71XWnQeijNflhrIhDgYKwRfTv+31IFCuoF9KF/F1diPlppzPI1SzzHb8sX0/jjDwhQO+LRxgJ2F/2rtRBClLWUvSuYYrq6iqiU9D8Sfrqn+mVIWp7awpxJRRQTF6Um15TiYSgs2STBrAZe3C58B7osdEk3UKQk6afHX72I7uolfb3RzEx0p/9G0X0IWNdEF7YTXXJSscaVYFajRI+j4PSKfPSB0XVn7gAYAqOjaV2iuys7bq2v0eVuY2NAFOBoZg2maVzpe9Ml17qR8QoiYuoZ/66lOYUqtXi1QrPMrbll1/GBxrp67VekpuozNceNHllooyK12onpUybnqseZLeLI/QyjnN3kTd2WvW5ptvnDELT1cHfL1YE+e3ydAnLfZkrEkWPGx3xXo2HXnt9yBUQ93N2Z9MoEVCpVkfsC6NjD09Bh8RLbx00k2MR/Q748zi0Au3o80VH/y+quE3H6wKhLY0Y0z/8bgG23XvgWEWy1iDlN6Nb/8fbKfwz711+kPwrSwU6Iyi9l71I+O3AVLdY06PYyK+a9yLPN3HOtk+HWjuFT5rFoaEvslSrc27anGbB7x1GuaKGGV2/mj2+Pc45tshz9GDxjnL78R/JpdudqbFRyB3dGch1w8OrNCz5q4Aonv79fq0xh9hvf/XsDcKTlS28xwt851/Yuz0xkUqAfbYeMYUygZZH3p8vyY9DAjnh6P8bYVwNzPTYHfy+cVQpAS/6fOfU0a0M5qdGBSzsmTO1Bg1w7d6XTK5Pp6WkF2isc/roUAWOdJ736PMNjnq145p3Bub7vZLgF4mqnH191rm0ohBBCCCFEXkeU6uKtmJyI4upFFJY1UJw7gU5j+Oavy9JPl09OQmehRHH1Itwu3qy4Yt+3QcnySitIxmhajUy+tLcrcPnvmTX5r8aGlw0Zo9/80yDfOnVu/sRF60nFur/r9l2xTz5Y6mzRhIREPlqwmHemTsba2pp+fXrTKaADEUeOER0TQ0JiIj7eXni4u+fKwjwQlnua+YGDh+je7SljsFKtdjIGMtv4tTJmdp6JPGvMRi3NNrv2/MbTQU9hbW3NuNEj8XBzIyExEZXKmu7duhrrghZGo9Hwf7t/o1+fXni4uzH3vRnGTFEfby9jsHWex0zemjaz0H3pdP4EeOjLHdyOOlhgTT6rsEOGaaq2NOz4JBzchWrnLxwNfB1/tSMtX/mAGSa6z+esxaTT+TNmdn/aetiQdT6CXTv23u8+39fHMA0zpdIVcRdClK+odfNYpHmLCd0bY+/ShgGT2zAArWF6vBJljoYRSSd2snSJvpu6Mmoj8793Yu7QptTxD2Zh6+dJSEhBSw1sXez171+aWP5Y+98Hzl6/33CpIU2ArAsRrM4zLTxq+UZCZoyjp2cDuo6fS4ch8SRrdFjYOeGsUgJarodtZP6+ojMnFWa/8fn3zQ1ZtINZuPQZ4pJTQVkLF7X+nfn2ib8K7KKsUOzng5Xu+qYzXn2YszqIlLhk7qLETu2kL32iTeHU1lWlm96uOM/nXx+k/mudqOcZyBsr2hmPvdrFHiWQGXeGn6t5bUMhhBBCVFySJSrKwxmL/OUZTdEl30J39aK+jujZI/rmS9nL7t6GqKPQ4nF0N64Uq55oSe47WwmDomAqMDrpnRTGfPTo6n4k1s7ghsK80HU23XPkZdVdDlxUcvlW/sKjNdKvYX8ngls12xTrPu+qfB+otmh0TAyz/vMB40aPwse7CWq1E92Dnipw/W82f8+u3fnnw3y8cDHTp0zGw90NH2+vfFPco2Ni89UtLek2Go0mVxA37zhTU1ON3eMLs33Hz4ZA6lOo1U7069M71/LExCQ++7zoGquaHk/QzE4BJHEppODSAwrFUbafSaB1e2dqZDc1UUSy+Ot9fDghkAYqW7wCRzAncESOrVJI1tTCTqUw7OMw+/99grYe9tTybM+Aye0ZkOtetFw/upuQIkdddi7FxsuHmRBVwJkti5i0x4+BQ7vSwdsDe9X9YKhWqyGxgGZuKXuX5qpzrHbRZ9hrNcnERobzy6ZtHEosi2zF+w2XlKQQGbo73xoKRSRbPvqQC/0H8mxHH+rb1UFlB6AlNe4sR/f8wBehxa/embJ3KTOT+zO6bwC+Lna46HdGhiaeyIMhrNscXuj2lqc28s7MUwwd+SwBjepi52KNLeib40UeZ/em9eyNKX29T8tTG5n2wSVeGdObVi72uY/9iV9ZvWqf/EgmhBBCiApLriVFedCYKQmzdCYgvYiCWql30e1YC6E/orsRBxk5ynOlJJP19XxQ1USXWLxKymGWzmjMStbOUTFq7IRSXkk5EPj2DII9rrH5P5+ys0wuyIrnTLNUTtUz3Y02p2u2Ubz9Y3M0WiuTyzMVNTjnPpWsYtQcqH1rL063yqZoT3am5GN+rXIFF6NjYjkTGZVvqrkpnTp2oI1fK+obOsZfjokh4sixQuuVlnQblUpF925P4ePtRX0PNy5Hx3Ig7BBqJydjCYDgcRMBWLd6BQDbd/zC9h0/m3y8Hu5u2KhU3EhINDRcOlSMzvMOPPfObPp6WkHCERZOX1VoXbhMh2F8vPAJ6gFXQucy0zCdNNMxgFHjexCQ3TjJcAEftmMT5n3mEOhixvWwt5i6Rj8e+7bZF+k2xmZNmuRYTu3YwOcluOAvSsATnQn7o/htNOUDTYgHU5ySFCV9XQohhKj8Pv2/PYUuf/Ppbo9oJJWPHDtRXVWW74xyDSkelsKurdSZGuanFJ7gUNam2bYjwbx4JRqzPUBQtPxEN0rj78ZFT1dbeTmeXZGNC10n0b4r1+27FrmvsgyKVhZqtZPJ4OywIYPo3u0pEhOTipz6LgpX3A9S+SATomxIUFQIIYQpEtgrPTl2orqqTN8Z5XpSlLXiXFf105zn2Xsxj2A08JOVO9tVniXergSNlioOmzuFT50HeN48uciAKIDTrb0otbeKXM869UKxxlYVtPFrzScfv8/c92YaGz5lU6lUxkZLpyOjymN41Y58gAkhhBBCCCGEKK1LsfHSxFeUqeLEKXbV8CDGvOjSiw8qxtyaXTU8SrVtpQyKOl1X0iCp8KHf+9Op0OU5uSZ8V+hyVepFVPeK162+KkhISEStdkKlsmbuezMNU+ib0L3bU8x9b4ax0VLeafJCCCGEEEIIIYSoeCTZRjxqGjMlC2q2IbWInkAPIlVhzoKabUpcSzRbKRotVQwtj1pD61QuOeZuoGCVoeDxE1aY3yz+AVHdu0i9G98T59Q7X31RVepF3K6vL5MxVxbRMTGsXvs140aPRKWyZtiQQfnWWb326yLrngohhBBCVFearuNYPvAxnJVwO2obc+enEbxsCM0MzR2JCyd41loAnntnCX3VF1j31lL2ATeDZ/FjJ1fDjmL5Y9V8vjxRiydefJUh7V2xATISzhK6/jO+/vd5PvrclQOTFhECBL69kJ5Js4110h8VU2P+pO07928jlXObp3Og1QcE+9QEIDMunGWz1hLu+xzvjgzEV20JaEmKPMDXC7dwRNeZqcZjpiXpxE/MvPU4K4z7BDTn+ObHFIIGtrl/rBfsongtGcpOrsdvGNeWSWu4neM5QxPP3z/8l89Dr6PTeTNk6nC6eatRkuP5PNGRqcue4u6kOfzXsKtGz7/FW90bY4OW62GrmbrmeK77Nnn+tDfnzyXzWBmZSfC8T3DbP4O36k27P0ZtElH7NvHh5n8f/sExIfDthcbzICPhND8sXEbq6AXG2+A64WN/w2bZ4Fyvmb7n3Yp1nn3j8FquYzblS/tcx/Vm8Cw21/6LCQt2PcqHbaTTdTY5nvEfO/Hhms7UM6yXFrWNwdfb5xqrLmtojnVSOLd5Ee/vvl6248sayodrOqAMW8nUNadyHK/Dud6Hss/peQ3H5zv/10eoGGTqMUUe47x7Xe5OmsPyPK+D1LgIfliymj2JOuq/PJf/tEjnwLsf8r8bg3PtA1I5uykCmz51ODBpEQc6BzN9YDtcVQoglfjwHXyyah9RBbwW8p4feV9TVZU0XRLlQR8YbcXUO8ew1mWW6b71AdFWpQ6IQiXNFAWwyDCjzd82dDlag7bnlPhesaD9GUue3q/C6XrJD4jt3QgaXV1G3cSfsb8TQe1be3G7voH68f/DXJf2EB5BxXbg4CHenv4uB8L+JDomFtB3nY84eoyPFy4utKGTEEIIIUR119PPG+uT63h76iaizD3wRwFcJ3zcRILHTTQGRHVZ/WjlEsfpZBc6BVkat0+L2kbwuBn8GOeMf88nsHn+JUa1yOL4mo8IHjuPry7cw05d/JlRj0LeMd+/bSLB497k/d3pAFwPe4tRY5cQoWzNoMEBTB0biPu1UOZPe5nJC3YTXbcjI19tZdir/pgN+/QYGc07MXrdPILHTWRf3F3ObX6d4EmLSPfzynOsHz0HE+MKzfOcrYxIw3fAaIY6KWj/xiiC6t5g78J3GTltESFxarqMeAk/E/vu3MKDW3sWMOzTAyQ5+dAsx7KCzh+UdfAfPBDnPPvKfo4++P4SDoFDeM374WXvFCX7PDiCD0/2tTbepj9fZrMcHaZeM8U5zwo7ZhWdQnOOLYbHXFDQNnudV36Jp8EzQwh4KCNRUtu/PyOd7ocM8r4PZZ/TL//0fr7z//sCHtP4BaeMt+d6HUxdReg1M1zqmqHTteY5TzPOXLDBq28dFGbfMnPcRPoeuGp4rt/k/V364IrOsR9vDm1B1pGNzBk3kZlf/kNq82d5ZYAh+GfitVCZzw8hKqNoC1um2j5eplPpY8ytmWr7ONEWtg+0n0qbKZrN6bqyVEFQU5QZN3G4HQa3y2R3lV5CQiKr13xV3sMQQogyIXWUhBCPUsSRC/Tu2YMXBx5j36ovCeMJmlGbdqtX0A598GfqGg02I3ywvXiAKafbsca/G+wOub8TnTVKZQapSfH08vbg9skP+CLsKijgj1XL+SN7NVVjnl+9gucNf18Pe8QPNqccYwao4fUc61Y/Z8icXETe/NWsOm1oqIxm55KtnAZI/IkPQxryVVAAzThpXK+2SoFCo+GqibvMe6wryk/3eZ+zP9d9QUufOXh3aUsdDysu/bqSTZHpmJHID0t+xXPZ0zzlczrffg6dicPPfxgzLQ6waWEol3IsK+j8SYs8ybVGHXllwL5c6+vd5Oze//GL30J6drSCyEebVZyTzkkFaEi9lgmOUDtgEesCgLhwRr17HvK8Zl7MniRYxHmW95hdpDO9cuwLIK3c2yOYHs/917M+6/WtchqdQnOO4wnuBL70HN/F6W8r8JwOtIIfCk4kyvWYNv3MPQBdawLyvA42LT8CwL2ADrgnn+b9Hy2YOaY3zfhfjneD3LTdvGmQHMmUtQf1GeKHNvJxc2/+69UJ4ky/Fgp7TVV1ki0qykv2VPruadEP3HzpJyt3dtXweKAM0WyVPigqRFUnH1xCPBgJhgohykPK3hW8vceVDv370X/2bFot34c+6+3+tGhw4LlG7jjWf4HvmgFaJf0IYS2GIM+Xz3E7aguLvjhFu1kF35fCEAgyTp9/yI+tIHnHTPAA0qK25cp2C0Qf+PoqQD99fnFYDV4stDeqIXCkjefQmuVsN7FG/mOtnypbVURu/JjXfm1M0LMDmbyoFf/31lL0oc+Czx8UUXz1lwMzuwxHU34xz0LVDljE1wFarh/cwMKQezTzvf9jgV5n8r1mgot3npH3mL15LNe+9NPBH+WjNcX0eHK+ngEIzr/l/SCjfvr8w/od5NSmwzhNDuD1jAc7iXI+Jp2uM1P7FL5+53buOHk4sHgqQBJPeZtzsrSvaROvhYJfU9VD9ndjucYUD6I011gaMyXbVZ4csHKhb9pFAtJLVuwmzNKZH2s0JMFcVeL7LogERYWoBCSoI4QQQlQuL7y3hLbx3/LBd4e41Gk4anczfXZUDpkOPWjmfIEt4/TBgufe+YjWA/T17dOitvHpzU5MbdEGX37nl8houncazfiA9XxxMIP240fyTMYO5qx+5A+tQHnHfKSA9XIGvnQ6fy4OHU6PN/pzcf02rjn15o2enqReXMNJ7OjFdf6a+js15wzAs4UzHM5/AZXvWHuYQwUIiuZ9zh4fPZLWqqv8Efo3592f46VnJjAkeiPfJDgwcPgzeGti+PxMFkE59qHT+TP50yE47F3GzD2RPNG+FQ0Mywo7fwAurN1CuM/LBKgzOZdrZA406TqQXp7pRP+U96x8dK6HzSXE8U1GNGpGbcKLvV1R51lhx6yqyBc4fUjMojbyVYQ3U9o7kxlVyDm9rxTnkeIoYdHP53odDBgzjCZHDqDzTOevaa+wIjGL+i/P5fUgH4g0nSuq3BPJpSef4PXRHVm99iDaDi/wYgsbokMPQC1fIM9rQfcYbywaWKXPj+KSa0xRXhLMVXxp04xvrbX4ZCThp01AnZWGtS4D98xUQD89PlVhQYJZDY4o1ZyxcCyTzNC8JCgqRDkK+2N/eQ9BCJGHvC6FEGVh7fdhNJkwik/8FWTGRbB+dyb+fXJMl40LZ050Q+rGHTMGNn6N09C72UBco/V/R67ayIH3X6bP1O6ELFjFV3avMmTMO6wbk92YJxJoZXoA5STnmDdezzGtObvRUp71FYrDLPjSjXdHBjJtfhDGRkufH0OfKQiKpFC++LEVHw98ngkH82eB5j/W6Y/ioRbp7pbcz1l2U5pvE3XolnxFw6nD6TblfZ4h+/lcxRE6EpRjWnVa1Damhpxj1sBpbOgPtyP38J1h/54DfQo9fxSKSD7/+jiN37xfMdH4fBgaLS0r1+BxMnvX/Iz/nAGMGvMXIeSYPm9otFSQos6zpSFtcx2zLejo9Yge1YPKWQ5D32gp5+O7TviYyEc6nshVGznq+TotKPycLo2/8rwOUuMi2GTrxwhNPIsT9bUSTkcmYN2zK4GcZJuJfSiStvPpt/ZMH/gCczoOx9ho6Yd4Y5ZtrteC4h/WhLQ2+ZoqKfnOKMSD0ZgpibCsQ4Rl+WUtK0aNnVC6dzAhhBBCCCGEqAI+/b89hS5/8+luj2gklY8cOyGEEJVVpe0+L4QQQgghhBBCCCGEEKUhQVEhhBBCCCGEEEIIIUS1IkFRIYQQQgghhBBCCCFEtSKNloQQQgghhBCiLOk8eX7GBHp61gRtPH8uf58Vxwfx4ZrO1DOskhZ5jPPuLWmmUhg3i4u/hkuduvf3oznHllev0ulzVw689jfNlg3GM3Y7ExbsQtN1El8FpjBx1jrSfZ/j3ZGB+KotAS1JJ37ioyW7udx1HMsHPoazEm5HbWPugl3ceKQHQgghhKi4JCgqhBBCCCGEEGVIp2tHK49kfvvPNP7q8hoDmjeB46DQnGPLpEXGjvFAruBmtuB5n+C2fwbv705Hx1A65Vi/RsOuTOv4O7ON9+XP1LGBuMeEMn/hNq459WZIkD31gGZ+3lifXMfb39Rg6Pgm+EOu+xZCCCGqMwmKCiGEEEIIIURZUkRwOq4l7Ua/gnnoNj4MjQZao1M15vnVK3ieVM5tns77u9NLuOPr/BtpSYtnx9F2t/6We/6P0VAZzc4lWzkNkPgTK6L0y2yPXKB3zx68OPAY+1Z9yaGye4RCCCFEpSdBUSGEEEIIT6a0vgAAIABJREFUIYQoQwpFJBvmvkOIVyB9h0xkmd9vvPqp6UzRkkpd/H+cXDaAcW3igJRcyzRdJ7F2aFNsAOLCCZ61grf3uNKhfz/6z55Nq+XzWBmZ+QD3LoQQQlQd0mhJCCGEEEIIIcpQWoeJfLZ0Gp1S9/PLmVuonNzKbueKUL748RxW3h5Yo8Dq8D9c1HrQ443+PHZ0GeP/s5QfI29yO+ksL7y3hMUT3DkbeohL2lqoPczLbhxCCCFEJSeZokIIIYQQQghRhmoc2sT29pMZNns5/UnhbMiPgF+O6fOQFrWNCQt2lWr/KXvXs6fdbPqqQKE4zIIv3Xh3ZCDT5gcBWtKiw/lq+UFC67jSZMIoPvFXkBkXwfoST9cXQgghqi7FqLETdOU9CCGEEEIIIYQoL5/+355Cl7/5dLdHNJLKR46dEEKIykqmzwshhBBCCCGEEEIIIaoVCYoKIYQQQgghhBBCCCGqFQmKCiGEEEIIIYQQQgghqhUJigohhBBCCCGEEEIIIaoViyFBXcp7DEIIIYQQQghRfopoFiTXTIWQYyeEEKKSsqhZ0wad9J8XQgghhBBCCJNsbGzKewiVlhw7IYQQFY1Cof+/RU35kBJCCCGEEEKIAtWqKddMpSXHTgghREVlUatmTXSSKiqEEEIIIYQQJkkiSenJsRNCCFHRKAypohYqa+tyHooQQgghhBBCVFw2KlV5D6HSkmMnhBCiorKwsrQq7zEIIYQQQgghRIUl10ylJ8dOCCFERWVhaaks7zEIIYQQQgghRLlJL2K5XDMVTI6dEEKIysrCwsKivMcghBBCCCGEEOWmqMCeXDMVTI6dEEKIysrC3MysvMcghBBCCCGEEBWWXDOVnhw7IYQQFZWFmXxICSGEEEIIIUSB5Jqp9OTYCSGEqKhkLoMQQgghhBBCFCK5befyHoIQQgghypiFQqEo7zEIIYQQQgghhKiC5HpTCCFERSVzGYQQQgghhBBCCCGEENWKBEWFEEIIIYQQQgghhBDVitQUrSLSb0cTt/8Qd37Zj/bcMXR3dKCrg6JJY8wf74pNzw7Ua2CLVXkPVAghhBBCCCGEEEKIciZB0UrvJtHrPyFxxb78ixTx6M7Fk3HuIMkb4Farl7F7fxieTlLXRwghhBBCCCGEEEJUX4rM+DhdeQ9ClE5mXDhn3nyb9MuZgD08NZpaIwOoU9+VWlYA6dyJu8yN/d+TvOIXdOk6+H/27josquwN4Ph3kBBQwEBRVMRCxQ5skVVx7da1u9Z21461cw1cuxUMbHetVQxcY+1EBQNwxUIUJIRBmN8fM/QQKor+eD/P47PLzI1zzzn33Jl3TqhsUMyZgW09S/QyOP1CCCGEEEJ8CwIr18noJPzfMrv6T0YnQQghhNBKgqLfKUXITe72G0q4bxQYOWKwYiTFS5gkG+j8EPwEX6dZvDt8B1Q2ZFm2mHKVTb9qmoUQQgghhPgWSVD0y5GgqBBCiG/VlwuKhvtz/eF7ChcrRI6sX+QM37QPD3cwbJ4PLWeNpVGe9B6u/hbvkb0IvOgPBftisq4nRbOn5Rwh/Oc0mteut0DXHsN9syiZGYfSh/7HQafZLLkZTGj9cVzoXyajU5RmQW6zaL46D8t29aNcRifmawl9zN/bHlG4cwNsjDNhff0mhPHEJ4RChfNkdEI+jsKLFe2dKbhsOs0/ox0OcpuFw+OWXPuO2gpBupX//5OMrMsKf3fGDPaiy07tzy/PdX1ZXmgmSx0tPvkcOnedqeaSl79mO5L705P6VaSWH58s9Dm+oRZYpVOd/xp5qnj1BG/jghTOJM94eaYIIYQQ344vs/p8uD83PB4SFBH+RQ7/PVCGRhLy7g4zx8zj71fpG3d+f3GbOiAaXQWDeT2SBEQDD0/mes1aXBt+FP8E72Sj4PCpZLfVgw/uhK69QnA6pivIbRb2HXsy59K7eK8GcHxiT2pMOMbrdDzX5/A/s5r5N3LTbco8DnawzujkiFTovL7OVrd9XPX/Gp3ag7gwpx8dNnomeFURdJ7JHX9lj1/0V0jDt0fH153pE505HyoDC4TIDDzX9cW+Y9cE/+p2mMxf6fx55nMp/N0Z22EttzIwDTp3nb+pzzh+bkvosuliun6++7LCuLJlJhOOeWd0QoQQQnynFG/O4dF9DHduv8/opIjvUPoHRTUB0UByUd62RPr2ElW+5r8bp1g7eyw/rrmThh0iub10OJu8kgYyIn1Os3hkH+w7dqV+r1+Ze/ZlOiYUjMp3Y9WERli/T+/A6Ev81u0CIHrQQIoX/tgizEuRMUNRADr7XXiS7h2FP3B4hQtXvuHgyRu/F0QWq0NTW0tymRlndHJEKqKt2rLFdQWdP7qufwpTavVoS263fZwOjKnDkdzftY1b9XvSzPJrpOHbE23VmHVbf6FmJunFI4SA4PrjcHd1if13ZucM6XH7HbBsOY+zY6qTPaMTkmZGVP51DdtaF8nohAghhPgGBR6ezHW7jTxO9Lqf048JOoGpfB/yIUSZzFHe8njkD1w7+OoLpvQTKe7jVbP2t5m2TCJ9V5//kgFRhRfrBqzhP/tG1DKLIi1VRhF0GVdPB/oM00ny+tyJJyg2ywn3wtmIfObGpDHT2FZgWboGXtSBURg4+29mjpkH8z9/KL3izV3CPD6AqhyG9jaftFiSTvHaZCu+lOAHV4i46g/N0nNIrAmF9S+wYGtdtvQvg4GWLSJ9TrPMyZn9zyIwMrWh08+D6V4hp3oo2ZC9FO5RE59dR/k3TIVNjb78NqI2lgAEcXuTE1PcvAjAkMr1BzGxVyUtw7nCeOq2hdmbzuIRqYtlKQd+GdGdymYKPNf1pf/xcPTZQtuOW2gxeTO/lMmi2c8b115T+L38EM6OqIYBkVxdOoDh95vjvKI1RQLvsH3BMtY9DEFlZIFjp8GMcLTGQOHFyg7TWVt/nGYoVADHJ/7CFFVn/prtSMC6vvT2rEzPbFfZENFByxC0uOt6E6mLTY0uTOjXQDOMLIALTguYef4p4YZlaF3xDZAn9jq9ty3lt8N38I3UxaSoA1PHqK8zscCb25mz5Bj/hkVimM+OISN606xwNnTuOlNnqgftGppy5HgYg5ZNp3med2nKZ89E13W460taTfs7Nk/V5bmW931+Z6mjHscn/oJz4Q608vmTFQ9D0M1nx7gJQ6mXR10u3d78wEyDWzidf0q4kTV9J4yhU/Hs6jRqjvtr3rMp15HQx+ydPT/2+D1K+LP0aZ2PGvYXnb8+wx0OMmanBzX6l8HwmTtOpwowcrktBoAicT3oPoKxDgVi8yT+8M/4ww4D1vXlD2VdCt49jWu5UVqGzanLev7lp+p8bzyc6V3KkJ2E94xuvLxRD7+8TOV+xpzefI47mv1GlbnNsiXHkuSPpyYNRR+4s/9ZBIb5ajFl6kBqaupM4noSUz6Jh3lG+pxm0e9bOOwfjUlRRzrnPM6FcnNiy9mjVn9Ux9ez/1kUJkUd+X1iJ/XUB6H/cWzdcpzOPyVYz5DKjX9lbhcbLe1E4nsi4TWsMupKHY8dSeoRQOCVDUxYcpI7GFKlQQ2MgYLaCjqltMSbYkM3nx1trN+Aofb6EnhzO9MWHOJapC42NX+gvN8JwrtvUNfVwZcp3+odLvtVmnvrfaK2yZHxoztR1liRdIhqvKHfLRRnNMd6z67DngRgSN1O45nctEiSOqnUs6DJwNGMq533I65Z3WZdKv4jr90OEtX9d5Y6miRIa8K2OI7OXWdqbAxhSAFfXM4/JVjPglbDJjDKLiekWnfjDx1Wp+FWp/Xq9iOFa4p/TMNPLf9Ez5OSVTrz2wgHLONfU56HrL9UkkUJpiv5uLzyXNeXpao21PH5k3Wa+jp+REsiDqxM0tZB8u2LzsMdtFuclXnLW6Ee3+CNa6/l6M6cT1vL8OTL6iPqclrp3HWmuksWZpV5xNLDngSQsHySa0di8v3+8ZWsim2vUm8DApLZLshtFi3W3gMF/NvRnRaTNzNaBxS85va2GVrTllzd0bnrTPWNEfxm+4xVbl7q/QYNpsP7v/l909lk0xr3mQLadPiH0anc50mllB9hKZbrsRVLmH/lJSojawbZ52ahVyn+mu2IXryh2amVVXwp3XMp5WlydVYRdJ5J/S7zo8twaumDzsMdtP8tmIlb1feTzl1n6rjkZY/m+ah+dqbyDCGI25sXMu7wY4L1LGjRoAR+hxT0SjSlkOe6gYzJMpIDvWwAiLqymtp7rflrtiPmn/gMz5Niu8BnPFMSlnPC6xVCCJEWqpy1KONeK6OTIb5T6RcB/JIBUQBVCfpu/J1pPRtSrUSONO0SePkUT5tUJvEAaYX/Ex6V/4GGhbMBoJe/Ig2swngekv69G9O7x2i070OiUEEWO7J+cgA3L4bV1YE11YPnRH5WihJSRVdkyGAHOLGCtXeSTp+g8Hdn0qR1XLTqxfYNC1jiAFvmTIrXmzcA17NRdJs5n42di/H4wjr23YkCwHvzVAYfj6Tbb4s4MLUN+icWMf3YiyTnCHJbTM+1tyg0cC6HF42jReQ/jBi9mfuATfelLKqlT2ShdqzZsJohsQFRAGtqt8qP4eVbeAIovLl4KZJCDatgrfRi7Zh5rFT9yIo/FrO5ZzE81k9n2tmANOWL7pOLXDZszuTW1km+/Pltn8bg4/oMmreKw/O7kuPKZkbv99Zc80zGnY+kwbAZbJ1ahw8ecT8HRF1xpt/+UBr/tohDf0yml+IUPy8/l2TInI7vHobNPoZu9xkc3DCHX4xvMW/WAWIHqimesueBAQP6taCEcdrzObXr0sbn9AWCO09m16wulH99ifH7PWLfM7x6luvlBuC8aBjN9XxYuvFCMsMRk6sjQVxYOoclPuZ0mzKPzf1K8eSGTxpSlZgeJdv3oIq7K8dehXB59y7et+tCPTMF4M2OMYu4UHMih1xdODmvAwbbZ7BQS13X5ub1QOqOX4p7z8QB0Ug8183ASdWMtS4unNkwgyZ3lzDtVABE3mD5pF1Ed1+Cu6sLf42wZv/UHXHDRRWePDZswwoXF87O74j+n3MZerYIkzZuxN15Bo1917LlUtxQkmtPdWkycx3urmtYUMaTUUtOEwzoPHNjwvy71J65HndXF5wbBTN+yXEtZeDN3mlbeNd2Nu6umzg0JA83biRsRfadfaU5x1wGKo6x/Jy6J7737vms0O3ADlcXzqwZTnH3eSy6lHSYi/+RBQzxqswyFxfcXefS0n8d8+LVwSunbpFv+ErcXNewwMYzth4p/N2ZM9+bOjNXccZlLTMr6uGrtSQiub1+JusN46XFbR7L7kSpy2L7PNYbdWGHqwtH53fA+lWQ1qMogs6zcPZVKoxfibvrJpbUU3DRNyreBh5cNOyC88ZxOOZR8P78Grq7ZqHPMmfcXVcws+JjhszSlsfaTubJk0L92acp58jtc9nuFQ2EcX7lQi7UnIibqwtn5//I21ULtEz1kNI1qx3zysqgRauYVc8iNq29Vzvj7rqQLu83M/HQf1qTlsX3GbScxCFXF46OLs+N35fzd6Aq9bqbrOSvSRF0mbmTdsYe07V1FNNmH8KPjyl/dTs3xKsyiza4cMZlLgN09vPzmjtEaN7XfXIb3xoj2beph9b5Hj8mr657B1JxQlx9nTxmHcHtpnHI1YWD/Qqwdombpj1Ovn2JLlaNtmGnuaYpV52HF9lt6kB1S50Uzp/2uvyx9B6d5aKmPh4dXZrrK//kFmloRxQenFM2Y4WLC/8s6oeV20KWaWk/Y8pnmYsLZ1aPptqV+UnaCtMGEzmzrB/VVfb84eoS+wNncmlLqe4A6Pr68qbeqLj9lk7GKaIpi11c+Gd5f6yOrOBgovvKpu86/vmtEcqi3dmr6Un7Ufd5CvmRUr3y3j2fGcpm7HB14cTGwZg+uP3RZZVQyu1I8sdIvs6qTG2oW/w2173Ubcx/Htd58eES1zSf9x5dvkT5euW0/mCZ3DPkvfsaBl4vwtwNzpxxmU6jD3e5qmX/UvXqYeB+gfsARHL3/DWq1itH7s98hiffLnz6M0Xn4Z/84hKtKecVzC5yid5rL8W2RUIIIdJA09vy9u2Y53QIT5yncr1eba43HM7tQ/dI+AQP4ZnrHG441uZ6jTbcmPs3z77Rhjfy+Vnu9evM9Zq1uN50IneuBsXGb6IC7nJ/bH/1e/YduTH3JDHfmHQ8tnO92u/cc53G9Xq1uTb8KAFvTnGr+q94bHHiVrNmXK/ZlGuT/tJ67er958Tuf92+IzcOPiXQ5yQePVpo9j1J/PHWr//dxp1mzdRTOfady707cWn1c/qRq/O283BkF/X7mp6xAW5/xKVl+DYeBXz9EcfpExT90gHRT/KCs4dUdKpVIMk70cXasmmMQ9wHsbD/8PApSeUCX2ZobOLA6LHPmJcw6PkTAFSV833W0Chjq5IAKHyeE/gZx9HGsPxPjKkVhauTM7eUCSv10/OHuaCsytCfa5PfOB82nbrSzyiY1afvxm7TvHNHyliaU7RmHSrzAa9n/qDw4sjx1xRo1582xfOQo1hjutYy4PLpW4m+aLzg7H5Pgmr0YGTtAhhblqRzrwbkf+eO250o0Dcim5EOKj0jchkbJwnkFazqQIkP5zl+JwqdB9dwj8xJWztLom6dwjkoJ8MGt6BEHnMK2HdnUAU4dfgqr9Nw30YWas9vY1rSpGrxJOVm3mIGh9aMwtEyG8ZWFWlgpcuj0DDgBXcvBxBStwsja1ljUbgWvTqUjN1PqYwERQBPnoYSYVaUNr+twG2EXZLjR+drzPINy5jiUIDsxgWxc7BGERgWFzxVFeCXX0fSsmFVbLI9SGM+J72ubKlnAyH2Helha0mOYnY0sNIFn2exx1UWbUUfB2tyWtrR2M4AvQe+PEvmOFrrSKQ3F2+8p0C7/vSwtSSvbUNa2aUlVJuUyrQqvTtEs3j6JJZcq8LIpuq+Zjp3z7JarzkjmhbEAFDlsWNAl2LscLuZpi8wtq06UMMyG9n1E72h8ObsaUO6dK6lbpf0Lag3fDSdrXVAz5Y+qxfzS0V1yRpVqIZ95BN8Y35gUdnRRNNjJzp/RRpYZaGOfRV1PdAvSGlbPZ4Hxn0Bq1LvB00PFCPK9ujJT3cvciVURXR+e+atmUxzzRQBeapUp7qWMtC5e5Y1qrp0c7CId86Egw5adG6uOYcFtR2Kc9ZHXcrZ8pgS6HcfX78IMCrDz8uWMaRC0m5r5vUncHBqU02vRAvsaheOPQZAxfYdqJFHfQ3l7avH1qPAm2c5WbMZbTQ/eBlVqEZ1rSWhh02fRWzpX0mdT0ZlqGOnwPeZv6YsstC1fc3YsrBz0D73cODlUxwr14o2tnFlUyP+BqqqdG1to2lrgrh06AYN+3XV9OY2okjLLvz8/DDuaXkmJCjnBgxrn4N95x4AemQz1uflg4f4BEYQnb8BM1ZP0zLVQwrXrNGifXNK5MlGdv24tFYxVgC5cGhZF89z97S3A8XqxP7IaFT+J4bX9sb9TnDqdTdZyV9T4OVj/FmlB0M0xzSt15T2zy5y7ZUq7eWv8OLk8WiGDW6MtT5ALqr06Eg5txNc0Yy6iizUlG61C5DdOPHN+vF5Ff+eK1+zMpHF6mBvqW6bjIqXpKr/a/UPEym2L9bUbmXAnkvqEN6jc+cwblgOS1I6f9rrsjbZT8xNMKdopXjTFimLtqKvpj4aVagdW66ptiOqmvTRtKeqPHa0b5WD3ecfJls+lgDGJWjctAi7bjxKU7qTS1tKdQcS1eMK1bBXWdOgagF1WZgWwdYqCJ+3qdXdj7zPk82PlMrVi5PHI+jT3l7zOTblck0uPxJKuR1J7hgp19lclLbLxfkHz4AX3DhmyZSfK2varQAeeulhb6t9pJL2Z0gQl455YN+ujabXrfp+0ia6WDXaKm7g4RcNCm/+uZSXhhXyfvYzPPl24TOeKUa5yRX5HA+fZ0RgRNm+Czjar2KafmgWQohMQ+cJEdeu4RPv3/vnyXXtUuK3cjQBmxXoLdtJ0R1DMbq+meCLcS39K+exvFyrRH/ZfooenE+2lyt5MeZkovVYMp4i5DJenebyvvTPWP59lEJTrPgwZCT3NXOnBl78k/AcP2Hx11Gs1/ZC9+gU/Dbfi+v0lmUf4Xv1MZy7FNM2lupRxjr/ojykg/HabVhvGor+2Xm8OPRUewKyHCT8djXy7DlA/pGlUc0egPeUS2SZuEGz7xT8NMHN4DOL+W/sP6iGLcXq7z3kaaZHRL+4tALoHFjGuxw/YbZsDiaFDQg+s5gnM+7CpNUU+Xs9uS3P8O7nTTz+ygHqdB4+D++BtPXj/LJ0Hp5mnVVDdmgZSpxQAMdnLeNxj5mMSHXbdKD3KQPevzdGVO47iLb9FzJza2n6xXsnxD+AyGL1sYn9PGlCzvxZUv0wqnj1HN9IFX47xmO/I94bRRNv+I4n/tHUaGEV+4FSZZqPwkSm6QNvdP4KtDbfxprLD2mjcw6/XD9QyVKHkHuvUUWXoXhsoMGInOZZSOtKBio9vWQ/4BpEerPXaTXOd98SEvOiVdy11GqRX+t+hjV7s8x/FUvXT6bNKuKGxSf+sK4fic+2lSxwu4NvbAsZ90VEFW8ShjTncxqu62tTBAbxHLAxN01lQ/V0BzsAlcpaM9wx6b1v2bIvA/ZP4X7fjpSLl6XvTY0TBJ6NzS3QfRWUpqqgn8ztrwh8jY9Sl/hfD/Xy2FBJ8/9RD7czeflxzgSpIzYqrBmd3En0PqId0zdCn1BCQgHjSIIubGHs1ot4hEVqzmNPLy27heXP/0mrEJs3nsAGo+1smDOMfwOjKauZmiHJDzyRAVxYN52Vl5/yJqbO1k/bOaKMkv7YoY1BpDfbpyW878pr6nmE0gT9NOZjpLlZCj9Qxb8/PqAE9I3i358m5MwfyK23qo/+iTKbsQn/vYwE9Cg7bDYTtm1iyRhnroXlpGl39dQeiaV0zZrkJkjr0YX9OBr/bV17nkEqZa9HNiMdQsLCAJOPq7vxjpHSNRld+APHC3/Eba7Qpf0rdcApreWfuIxVZrnJx2veaOYSTrVtS2NeJTlGKp8BUmpfClZtiOn8WzxrrcfdyzloO6UA8CaF8xf+qLqcWHDslDAfI+3tCKjrsbZnszIygKWjurM03msGRavymjKftQJ6snUnyf33qZ/VUrnPE88/kUhcfqRUrwoTocxLwXT9zJr2diSxFOusbUWUG+7xppoOf+avxMKqBlTZeQ+fjpb861eO9h81T7c6T9I2F7w1dvWimHjJj/bvr3GyUG1W5VHA6897hqf2We5TninR+RuwYJYhmzYv5Kc5b/lQqJ56KqQ0pEcIITINnWOEDzlGkn79VbVsq7xPoPNtFAsXUqaMEQAmYwZzz+1n3gMob+G/8iaKhccoXcIIyI3p5OHcbLoTf596mH+VdSzS5pXbdpQFepB3ZG3198Rq/Qn/6RgvDt0hrGxVcjUZR64mmo1z/UjkiGP8d8qXwB6lyAugKofBvLGU1FyT4s0pwBTdSYMpmk8H8v1IaOslvLzmQ2CbApglTkB0DbKObIRlLgW07sjb+ccJ69CbkiVyAz/wrski/B88B1S8XL+f6IEbKOlYBD0gZ6uhqLw64e96lcCytdXHKzKCvFOaaz4OveRhD/U+ZaqrA7amY0cQbt+Xd9c6Qg2jL5m1CaRPUDSrORVs4YbHQ7yuekHlEuTP4N6ij85dxK5my1S+HAVwYcFsnK1GsFYzf9CXEHbTmYGz/8bbpCKTp47E8TMWazHNVwgAxdXnBAPmWrYxazKDik1mpHicUF/1oCJV4XxJK396MKrAgJ8rc9BpLfP0PoA62WQzz4XesYd4EzPH4zvePIvCwCrlw6nMTMkHFP1pMk6O8Xv/6iUMSKhMKGSuw7oHz0BTpoqg5/igl8y8colZUKFhPt7sd2GlcZB66DwQZZYbheIRvq9UlMujAMJ44x8z7FR9zk+jHrLmFNGObc5NsdZXz1c3NplrSUAJlg2GsKKlPsrAxxxfMJu5U3dTbFNPSsbb7P35jQw+HMrwxetpa2lAkNssmq/Wnpo057M2ZuYU/4grT28xab/kHwSYpLBhCQa5ujAo1SOqA/bZEn0BMwwKJZi4wFCo/wuijdM2fUCySTLLTWH9DwlfVIYRjBGmr92YMN+XlotXMiOPQexck+lCGYYSY7IZq6dj6HYwK0sXb6CsWdw8okno61EwKCxBHqT5dKEqLO37MNO+DyhfcGjaOKYfW8hSx1zxtlIPQ9xpMpQtLuo5VYPcZuGQeHb1ZGQJCyUCLcGoBF5wcNpibreYxd7fLDBAM5ec5l0D/XcoI1VAykEHfSPjNJ4PQBd9QBmmJG4yuXe8eaZPLn0FfEhhVy1CQt9RUBNgU4ZmxabzLyzpDIrA6ywfOYO1+dcmmh4k5WvWltYW4zbzS8UsWrdIXiQhYdFkMzLSDKX+tLqb3DV1A0LqjuLq4EpJ9gl6kdbyT1rGisDXPMeYUsbwccuIp5xXnh9zKFJuX6Lzl6GZYiGXzqk4kNuBpXkUKZ9f4cXlNNbl9JLmdkQjJPSd1rLS1yvIr4tmp/vCTsnVHe4mfenTpHKfp5a+2PxIqV55c884ON3LNbl7blgqH29SrLPFqtH+mStHjynJXnMw2YwMaWC5m5unS3GyZhUmf1QKDcmWTZEob5NXtFYtPiy+ypF3Z8lfb1Js+r7EM/yzninKMKLz12Lwb7UYTCRPj8yn/fzjHzUXuhBC/N/70BfTS72IvySfn9OPvNTy/UAREkBUdHUMSsR7VugXxKCiPu9j3gdUvzTkeoIdQZHGDk9fi9L3Ljy+yKuaSxKsqaOoGkAooPI9yZOZ6wj38AXjkmTJ9yFhD8UoLVMuRpdCN3+i51FwiPYpFaNtMcgVt60OoGcV83TSJ4uBDkQDirdEP4hC/1freD8r65O9TGn8/447dnTlEnG/D2v20XnQnTvxfq/aEqv+AAAgAElEQVQGUAWEAF8vKJp+YfCs5lSwLYZZ1gC8rnrxLG3T83wZkTc4cLY8re1S+tAUxu11M1hi2ou1ySwIlB7SMyAKoGNVjCwoIOoS4T6fOgz/Je//Vd9WiuL5Prk/RGoMa/ZiRgU9IuPdYQVqNqGG/nkWLjnLs9DneG53YW1YdgbUK53ywfRsadwwNw93u7DXJxBFaACe2+Yy/fTLRL1MLKjdyoYcZ9Yx9+xTQv3us22jG89M7GlQJm1f7gtWdcAmzJuL/jloa6e+bbOUc6CbmR+/LzmA1yt/nrpvYeUNcGhSmdyYkNMyC8aXT3LBz5+n5w+xzzetEY5IlCEqFAQRGZh4XwvsmhbC+PxOlt3w463POTbuvB+7p/+J2TTtP4O9D14Roaf+shBtljtJ8FIZFqr5bxBvfS6y61gK0aU053NS0Wa5KAxcdrvA81dPuLzfTetcX1+Mni31axnzdPcaNnv48fbBafZfSt++99GlazMg8i+WHPqPCNQLTGzceo9WDSuTHbAobM3l01fVc9QpX3PO7d+0HVhlTe1673HZf13TW+UFx6cNY+LpFxD2mgA9E7Lr6wORvDp3ijQeVaubp//FM1QFhHF78yb2lK9NFWMFSuV7wo3MyWakXszi0fl/uKplpGh0sWq0jfyTdafUM9boPLuOW5rqeySe60cxeOMd9TVqH5UMRBISqsQ4jyn6gCLwMWdPeSe3cQJm5Wvzw/mD7PVR99MJu3Exmbx6T0hgFnIZ62MARL66xJGYuqKypna9KFx2nVfHxpQvuJTM+Y1sa9Hiyi52eATHnu9Csqkzxa5pBY6vdeFqoAqI5OmRbawybUHDEjqozAtR9+E/XHilfu/VuVO4x99dcZ3DZ9Wz9ug8c2PprmBa1yoOvOD4pGFM15SHKrnuyClds5a0VnAozrFtLtzW9JwMu7ubJceeam0H9Hz/wT0mz2/uYMnFEjiWyZ5i3VXlyYeV/mWOX1fnXejD07g9jKlHyV+TWfnaNLiwi80eb9TZEujJnuXHeab8iPJXleCHhjosXX4EbyVAELd27eRkTQdqfvTiJh+XVylJrX0BC2o3NWPZyj3ksi+neS2F86dal4N46OGX1gEPaZJqO6I4z/qY63t1iV3739KuZrGEB9G0h9s2ndaUTyRP3dez5XpyKQ0iJDT1eWxSqjufK0uQvyYfU77Pk0g2P1KqV9bY1VOwZJO7Jn6ffBuVdmltRxJKvc5aU6G2D+uPR2JvmxMwokKt3PyxzR3HCskMQUmWERXsy3Nsmyu3Nc+wm+eT/5QRXawePRR/Mf9YDhpWyJum9H7yM/wznilRt5xpMWaT5poS9kRVBD7hjl8IQggh0k6VLRdZdP4lwiveXOTK/4i4rox7X2WN3sZ/qHj+nObfKYqfOkfZst9OL1EAfavSqGrPwCo2neewPXUSW6cfMecRfj2m8L7xfGzOn6Pi8ZXkbaplodWvQZUDneJZUN7xjhdcVRJ85y5kz6Y93qTZRzH1ULxyOEfxU+eolK4LgacufYfPfyM9Rt9fPs2pmo0ZkewWYXium8DM6L7JrpCeHtI7IAqgylkaI1tdgj1u8d7dk8jCpZJUssDDk/GeeRJV1ckUdPoxSW/S6AdnCXnwAaKrYFBZW1/T9GJKzb5dqT5yLWdi0m9uz8yZKpY5baRTb/VqxD3Gz6R7CR1SnsRDD5u+01iu68SUOWPZELOqfPsCScrPtMFINrGF2avG0USzKvuSBd0T9J5MScwQ+jnR9agUU2b6Jeg3fyzZFizj56G7UepZ0LTPFEbUVvdwq9lnEM2mr2LcqGvq1bgr6HH9TRrzqF9P2js502/oMUyKOvBjcV1uPPDFjzJYNh7JPK8FzJwzln2GZRhUzxYOqfc0bzya5S9XsmDaKJwidTEpWo3fJzRNMjrPtEZ3Jnksx2nSKNYZWdOnZjEUPuperxU+I5+TMKpK/+HVmbBiFR2vGFK5SV0c8SaZGUq+AD3K9hnLiJfzWTF9LNvz2VHPXAfSda5ma36aPwrVglk03RKzcu10xmt+gDGt24dpl6fRo+N2zYrAJUD7GlVJ0m7TdzIjnBbQvesiAjChRuPRLHC0IJoWzG20kFFDuqlXHe/cgkr6d9W9TpINLCavbIF3HJ7Ul/7PIshaqCFLJtZSf3mt2Y1FlxcwpNt2gvUsaNu5ApUVAQQnCRhY02lqH54tmIj9qihMi5WjqpkOSZdLSnqNZfuMpZXTan7q6EewniFVawxibIJeogBG1OwziH/nTMVxSwSG+WoxuEIhsgSGphpkUpnbM37iM6ZNGsiqSF1K2LemrtYhMNa0ndiIibN+wX6hiuzl2jOwjCGXQtXD0W06jWXQiiX81HEVKsMyDHcsC1q+l6pMq/LLBF+mLRiGfZgKm5rlyZdC+gxr9mdL2BZmD+nGKM2q1Etnqe9ZlXlNhva6ytBR3ViA+v5JMHxSVYRCT9bQuqsnAeSiQffRdCqhA1jQbPwQfJym0mCVetVo+7ZjmZTkR6CUrzkx0wYjWY86rR6adnTqGEut7UBU/vwoD8yk6fmnBOsWoO/oMdQzUxBtlkLdVZWg54jq/LpwEPaRutjU/IHyVlk0w6KSvyYVMc+Q0dhrVrTvMXwk+fU/pvzBusdUlm1yYlTv7bGrz+8cUe2TPg98TF6lLOX2BcCsqgM11mThB7ucaTi/IsW6rAi6ydrZ7vywfBKNtAzFzn5iLvYnEr4Ws8J7cgxTa0dUttTSP8jIrurV1ut2Gs/kMok/KKqfQxM2OTGq93reROpiU6MLE/olnblaZV6GJhVdmdK7F60mr0+xV2Pc54+kdedzRBerxhD9efTocJ+Ja6bTKIX7PGmiks+PlOqVdY+xzHBaQo+O6wk3sqZhcROtbVTapdCOpNiLNvU6W6xCRcLvWFJJ0+vXqLQdlZVRVLf9+C8IhjX7s8p3IeMGdCMAC1qVT2mskwUVGuYm7GIdzRzUqaf305/hn/5MyVKlG+v9VvH7gJhyrsaiEQ3JDQRecebnszXZO9VBeo0KIURa6ZfErFtZXk1ewJ0l/SiULwz/lcsJj1nrRL8kZt2z8WrKPO7P6Ef+XKG8cVnI2yvVMF/XhQIZNTfcAw98rsV9c9bJVxqrum15uWQOT5Zn50P3kug8OcmLkWuJnOBCxXqaDb18CAk2JezJSfxXnofyP2RA4vOSt08rgif/zv1co7GsYUTYia0E7DNFb01lzIBQLfvk7taA4Bm/cSf3WAoW1yH48Eb8lysx3jeFErm+zignAEXUy+fpv7xTzMJL4bko8QUCo+qhlC2TmesqCPdps3nddw5tkwlCKvzdGTNkbZIeJMqi3dNtuMqXCIjGeH9xOfdHblMHNXcspnSiL30pB0Vf8rBfR4I9IolusYQS46p+1oJN/5+CcJ8+nNVlZ7CtddoG3YtvhDKMCH0jTTAikqtLBzDkxU8yDE3Dc11flheaydJ0nS5EPeXDrXbrP2Go9f8ZhRcrOmyk4B/pO+w3Zghyl539tK6EnpF07jpTzSWv3GNCZKAgt1n84NlY+9QA/8d07jpTfWNOdi3QHnT2OzCWeYYj0/mZJ4QQ4msKPDwZ76lFkhk+P0Id71Dcx6tGXyJWn9H09gzhifPvBKx3A5UliiatMHiyhveNXTW9EEN45voHr9YfQhViiqpqF0yndKLoVwzExdKkPTRRTx7VhH1UapaHyOdneThlhWaIfBV0hw+ncLMiZAdCH/yJ98g1RL55i6p0G4zLvCbU256CTj+S12M7V3uFJ8g3xZtT3GxyCL1DCyiludYE+Rjv/DqJ90+Sx+p9X0TPo/LI8gC8vb4bv8mbNOlpjuGIQRQrY4qelm1jBLj9gd+Sv4nSXIPRpMGULPx1e1Z+maAoQLg/1x++p3CxQl91NXqdZ270W5OF36c6ZGiw78PDHQxd7EfrCekbEFV7i/fIXgRe9IeCfTFZ15Oi2dNyA4fwn9NoXrveAl17DPfNomRG3PjfMuVrHp/ZzdS1D2m5aH6ygXXxLYrEc/MYfnvbgnmdq2L4cCu/Ov2DTvc5bGoqwW1Ir6DoU/aNXEv08NG0LZyNsJvODJjvR5/lY6n3NRar+5aE3WDe6DPU/W0oNfIo8D8yi457LVmxtmeae6anhQRFhRDx+R2YyPzoPsxsXYTsYXdYMWIRT7svYHbtxD3v/7+EXVnOoLPlWTiiNrl5wfGJk1hbbDQ7e9kk2VY9L+pBii7W3hNaCCGEEALSe/h8fFnNqfixi5amg+j8DVg99eufNzHdYj+xUvsKFukgB0VmTONuv6GE+67jXesn3F0xkuIlTJKdH/RD8BN8nWbx7vAdUNmQZfFYCYhqEXRmNT03+VC3zwwJiH539LBpN4iuTuv5eeh6gvVMqPnjKH6VgGg6K0Cz4Q4scxqO/bMIjExt6D51ROYLiIJ6Qbn+95gztjfjwlSY5avElFk90jUgKoQQiVk2GEjTdcv5qeNTgvVMqNF4LNP/zwOiAEZVuvLrHSf6dV2lmfaiJ4u1BESD3GbRfNMr6g+cwM+Z8dkkhBBCiDT7cj1FxRcX9fwS90f9itI3CjCDH3qRvXtN8lrlJ7sBgJKQ5774n9lN0MpDqJQqUNmgmDMD23qWX2yBJSGEEEIIIYQQQgghvmUSFP3uvVXPl7HydKpbqsr/jOnMzhkzV4YQQgghhBBCCCGEEN8ICYr+n1AGP+H5mQuEHDpD5MObqEJUoMqLongxslSvj3GTGlgWNvmklXWFEEIIIYQQQgghhPh/IkFRIYQQQgghhBBCCCFEpiIryQghhBBCCCGEEEIIITIVCYoKIYQQQgghhBBCCCEyFQmKCiGEEEIIIYQQQgghMhUJigohhBBCCCGEEEIIITIVCYoKIYQQQgghhBBCCCEyFQmKCiGEEEIIIYQQQgghMhUJigohhBBCCCGEEEIIITIVCYoKIYQQQgghhBBCCCEyFQmKCiGEEEIIIYQQQgghMhUJigohhBBCCCGEEEIIITIVCYoKIYQQQgghhBBCCCEyFQmKCiGEEEIIIYQQQgghMhUJigohhBBCCCGEEEIIITIV3UfBERmdBiGEEEIIIYQQQgghhPhqFEHBIaqMToTIvF6+fE3xolYZnQwhhBBCCCGEEEIIkYnI8HkhhBBCCCGEEEIIIUSmIkFRIYQQQgghhBBCCCFEpiJBUSGEEEIIIYQQQgghRKYiQVEhhBBCCCGEEEIIIUSmIkFRIYQQQgghhBBCCCFEpiJBUSGEEEIIIYQQQgghRKYiQVEhhBBCCCGEEEIIIUSmovvy5euMToMQQgghhBBCCCGEEEJ8NdJTVAghhBBCCCGEEEIIkalIUFQIIYQQQgghhBBCCJGpSFBUCCGEEEIIIYQQQgiRqUhQVAghhBBCCCGEEEIIkalIUFQIIYQQQgghhBBCCJGpSFBUCCGEEEIIIYQQQgiRqUhQVAghhBBCCCGEEEIIkanoZnQChBBCCCGEEEIIITKD4OAQrt64hcc9T/wDAjI6OeI7YJ4rF7albKhcoRzZs2fL6OT8X1F4PfRRZXQiROZWvKhVRidBCCGEEEIIIYT4ooKDQ9i570+KWlthW8oG89y5MzpJ4jvg//o1Hvc8eeTtS4fWLSQwmo4kKCoynARFhRBCCCGEEEL8vzv9z3lARb06tTI6KeI7JPUn/cmcokIIIYQQQgghhBBfmMc9T2xL2WR0MsR3yrZUCTzueWV0Mv6vSFBUCCGEEEIIIYQQ4gvzDwiQIfPik5nnzi3z0KYzCYoKIYQQQgghhBBCCCEyFQmKCiGEEEIIIYQQQgghMhVdbS8qgt+ya+crnL2juQfUsM5K/xYFqWWudXMhvhtv/nVmmtM2Tl98yDv0yFGyDj3H/EqPesUxzejECSGEEEIIIYQQQoivImlP0chAtjm95I/3+owcUAD3Ablo+yGCXst9uPxeFqoX3ysld2a2oHLn6fx50RfdUqUoVaogUfdPsrh3Eyr1249vRidRCCGEEEIIIYQQIgO889zNrO0evM1E6UjS9VMREs6tcBX16+ajXsGsQHZadtBBdSYMZYiKt3e8qbb/A06/FqdxDgU63v9RbH0I43rb0CfHK8YtfItJVWPCb4exPVyFY1kzRtdUsWHzO83fpozrmJ8CwL0DnrT01mNWvihcbn8gLGsW+vfIS+Hzr5gZ+7cV7QsaANGEPnjGfNcQtoerKJbbgGEdLfkxn4E6DeveM9wuC8cuRzG4sxEu24Ip3bkI40obQORr/pjmz2XHfGypa/YVslV8a8KOz6Tthnso60zh6B9dKWuiUL/x7j6uwzsz7sRoeruU5kTXEhmbUCGEEEIIIYQQQoiv6J3nblZuvEIwD9hdMh/9KubMmIQE3mL/vqsEB15hBd34uZMtOb7g6ZL0FFXlMKJKNgUue5+w+VIAfpFRqHLkpmXLQtQyT9sUpPdCFLQbYMmBOvo8uB1I9wMRNB9QCLe2hry7HYTL3Yi4jQMjCSmVh1WDc9FON5qJq59z1DoXG4ZbMMA8momuL3kK6Dx/wYjNweg2ycfViQUYbahk2OYXPI45jiKKnf9B/xamFLI2pauZgk0P3qkv8ul7DqJD21Imn5ld4nv1+OJhlCobZk7uEhcQBTApScfVa+nTsBv9bGUAvRBCCCGEEEIIITKPmIDoW0wp0Kh7xgVEAczK0b1nE6zNFATfdGbFF+4xqiXKaUK74fnZUFaHQ4df4TDNiyZLHnP0eUTSTZNRr4YlZc2zU9rOmEpAWTtzqpgbUaiiGY2BpyGRcRtbGNOsnCn58uWhbikFqPRpbpeTXOY5qF9JH95+4DUQnTs3CycWZXQlU7IbZqdCJX0IjuJdzHFUWRjXpQhN7fJS0jA7FarpEn09mBtE8/BuON5mhlROY1BXZDL6lZm0ego/Vcyb0SkRQgghhBBCCCGE+CoSB0SHOFhmdJLAog4DvlJgVGuUUGVoQu22xdg5tTjXBuemq56SYaufcDY4A+cU1YvG7+R/DJl6jxKT7lHtQMpBWouSxjh+UHLnv3dcvx5FdTsTCnylpIpvT5FqDdBXeDJ92AxOPg1Pdfs7M6tgXbgHW/2jtbwbwIFeZSlcaCqXYl56/Se9ixRHMe0K+F9h87AO2JUsjnWR0lRsPZEddwM1GwbjuWcabe3KYF2kOFblHem54jwvkz3+ay5v/DV2++JV2zB6122CNFuG3N3PlDa1sClSHOsiFanbfwVn/bXcp/5X2DysGw3Kl4g9b/uh65NuG/86np5j5oAmlC9SHOsixRl3LQrubaRukeIYTTiH9lxUcnVyNayt67LEIyrVfBZCCCGEEEKIZAV6cWyTE/PGjWPM3MVsO/U4HYIjETx0nYTbC23f9b4HQVxx6k4piywoFFbUH74Vj/CPj9VEeu7mlx+Lo1AoyNdoGLu8U8uPOyyvaEy7fa8/LdnJCL64nC4l86NQKChYrTtLr4fGvelzPDaNeWwc6X/kUbw9E+ZDpR7LuRIvH1I8rgDiB0T5dgKiMTSB0SLwRQOjSYKib6/7MOj3R5oAqC7Z8pnTtY0J9h8+4OWvIlu2jOltGXr7OS3PR9F8cDG8ZpbiYkuDFLePNs9OCzM4eNifU+EKGTqfyRk1HM2G3uXRv+9Cn7plKdV6GLN2X+DBu/QN9OfwXkHvOp2ZecGIBr37M6hzTfTu7WR80/ZMvf6QowMdaTTxCIaO3Rk4sBP1DZ7h/nsPygw5EhvojKHQ8WZ5z4a0n3c2dvs6Ci92j22D47wr+BwcSa1mEziQvR69B/ana91svHRbTNdawzgY77qeH59Mw2qdmHrwDkb23Rg4sD/dq+vidWgu3ewcGXctLMl1ZH/mzMgGvVh//Dm5SpWidBHN/VOqBb/YZyXv9oVs+0/LQzP4FOu3viG0fD9a22ZJx5wVQgghhBBCZCqBXuxcdQ7jH/szdu5c5o/7mToRJ1iWIDCW+Txa3Y6Ojztw4kUUKtUtphstp+7Kqx93kIhzTLNfQPbf/kWlUnF7lBkLW8zmnxSCqx/cdzHJtCr+K/eTbiVwcwUN+93np9NPUalU3Jtfnh2OI/gzUAU8YeugftzvcRSVSsWrYwMI7TmI1ZrgrYdT2wT5sLT0HqoOO6QOnKV4XAGJA6JDv62AaAyLOvQf0fSLBkaTLLSUs7AheULesObPp2T9IRcldSM4ezIEd3Rolh0M9PSornjPqdtvsSul4PL59+mcJO2UmptTGa4k4Hkgf19SAvop7JGNCtV0ufZ3JJgZM06Gzmdyuag1aTdX2+xn/qRZON84wrqbR1g3Ro+ibaayeEr7hHONfiLTM/9wt+cmrkypRcwMpWN6b6Vdg6ls6tQSZ8sOuFyaQu2Yc40ZyIFejRhxaDl7RzSiV7F49VTnPG7/dcU1wfa9cW7blCmru9NIz5I2W88xp0bMtMOjGbznZ2qMPsqsPx/QrGsJQInS/x3PrNuzbscs6psrYred4fcnvev/isuQjXQ+P5hy8XPr+GF2Jl6USpOPzQZ2ZIz7Zub/dYfeP8ffC17+5cIRoGHvplh9dm4KIYQQQgghMiv/m3/x0r4nHSwMNa8YULCePSV/u8FjhyIUCTzLqFM5mdXJFvUWrzg31g2zaZ2wzaog4sVlDuw4ybUXbzEpWZdOrRpjnfUBu6Zu4CrA9Qn81WgoTg6W6h6p+/dz8v4bTArbYd+qMbUsDFH3Kp3BLasuZLv/FyfvR5GnvD2dGhfl6VFXTt54RlTMsc0+//tkWrwxaIbTiCbkB8CUWq3a8WbWfZ6NrKJ5LQ3uX2KB3VDu1sgFQO5GfRm9yh63e+OpU1Fb55Yg/t60hnZTD1Nvah92Xe/FuJjtXu6lrcURaq+KYM1vW7lPMTrM2cumXrYY8oo9rUtz2H4GgUuGETDHm9Od4sbwvn7hS9ignjS3UH8PzmZvT9vX7rwNV8HLK+w92o6xR4qqN7Zqy6jevzLpxnMGWOvxwkfB8J6NY/Ohdr1mcC6Q90BUSsflS5VTJP57FzHhsA+RKWylU6A+Mya2w1LvCyUjDb6LgGgMizr0HwFrlhzi8U3ndF98SctCS3mZPtycFuFhzFjuSyWnF6zxz8Lvva1oaa5DdME8/FZHH89jL6mx/BV3zfRom06JSUnOMrlZVU6By+on/LT+LboF9IAPPH+bfKTfoqQxjiBD50WsbKVbMX3vZbxvHMN1fm8ccuvwaO9EmlfpycZHnx/gV2Vpx4yxNUmwZFMRB7pVN0ChVOI4eXRcgBOA/NRtWxcUnvzzKHFfUT06Jtm+MA071wAi8Wo2nt9qJGwKLOxb4gBc/feRpuepPladnfA4MTteQFTDsgXjRxRH77krJxMNdVdFO+CUJCCqlqVae0ZbZiF88Xb+iYh//3ny18rLRFqMYGyLDJyYWQghhBBCCPGdiyDoxVtKWScKfWQtQft5bSmSNZXAVvgTji9+QNGeY5g7dy5DaoSxbd813mYtQfu50+hbUZcGI2arA6LhT/hr1Qmy1BvC3Llz+eWnYvht2pdgSPrjt/rU6TmGuXN/pqHOYRZtvEquVkMZO3cuQ0sF4HThcQqJSV9Vew6nmbUmlBP+khM7DvBjL4e0B0QBwlUoE7xQiMLVdXG//1z79kFn2ftXF9pXr0C9XtaMP3oh0QaXuFdoDvdeRKG6OBvd8Z1xuh73HXPjeT0m/vuKfa0TBt9yN5rHrUGV417w9cKtal1KW+jAC18ONq9Agj3MdHkfrgLyUH/xcYbFC+D63T9HUYeS5E/tuF+MHuZtxrKgrTXJxTt1CjRn7lQJiH60L9hjNElPUQBVjty065Obdlp30aNoo6IcaBTvpaaa/bBgzkyLeMdJ+DeY0WmmGZ00f5VqaYNXvHdLtbTBq2Xc3zmqFsGrquZYhib80NGEHzrGvd9Bs210joJ4zdJyHVl1yI8ODWXovEjMxBq7duOxazcEr21jaD7JjUn9NlD5ZMIekx8rsEYFyhkkfkAbgIEComtS2zZrkn1yFCgMQNC7RLN0Rlelspbts2p6SLepXook7+a2pDgKjN69Ixxig7Nv/nVmmtM2Tl98yDtAN1dZfhg4jL4GBUFxgheJpugNrFufOsn2nLWh+aCqzJq0m1V/j6aOJgAadXEXC/yisJne9LPyUAghhBBCCJHZBfHy+gew/8Tds4JBjiBevHjLe7OcmNi04xcrkn5/AiJ9L3GivCNLChsBYGBWDgeHf9h+7y22FY0BqFDRWtMb1RSrChVQ5ikfG5jNblUYncfhvAcMtRz/y7jCQp0a/Kr6gGW3XVxq/ZGBrQrVmHhpFM4XGjO1Ri6Cb7qwaLE3LNa+ud/+DWzoM4hlWRUY1mtL40r7OTayFo6xwen2dG2sSYNVW+bP20S509cZV7EQAINH9qKSRSrTq0Vc4feOf1DNyY2qEBu4TUuefri4iLbLK7LxTOWkbyY+7hdm1ngMC5jP6D3eCXqMqgOiTcjzFdIg0u7/dEx5NMq3QZw4HMSm3LLqvEhJdkp0dmJju2zoeyftMfn9U3JnZgsqd57O/rtRVO3cj4ED+9Ojhi7/zupHhxknPumoeduNoLu+guMbDuGrOc+Ng38REe3AoBYycF4IIYQQQgjxOUzJW1FrH640KkTDEU0xv3+cLXPHM3vTYR6nMF+mKmvCcKmZWV4eBWofSfj1Ap8pqcIv0ZGoVIHssF2B5Vg3Eqb2FXta50ahUKBQKJh6IdH3XINa/PZ3fx70KotCYUWrDRFUb5ybeoXzaTnXHfYvucjQH2uor92qAX3qbmLNkYBkU5c1a3behMd1+smV2uWE32ZZy578O9aFqTWMNQdRoA+kNp4z8uYKWnS/wS+uE6iTuAextuN+BWaNxyToMfotBURNbNoxqFcVcgBP//6DZaf8MjpJqXvxj3r4PJC9/BcePv//IYJzO58z54GCVT0sZeh8ZvfuPvtm9MNxxa1kNtCndLUaoKIU+PQAACAASURBVHiepMekdq/xf5jSLCHfkHtb+XnDPQLrTOHMzWOsmzmGsWNGM2npTm7e2M6QUkafdlz9ynQdURzjm2vZ5xEVu8DSq849aJYOc7MKIYQQQgghMjMDDMzMuOedaJBsuBe7xu5JMcAZuymFsGvVkQHj5vBrPT2OrTzJs2S2VYQnHLUXGPgSy9SG6GeQy5ucOBi7UrwptX/qS5P5/3I5wVZ5aLvvNSqVCpVKxdQaSXtp6pXvw9b7z1CpfDkxvyQvDzanUiktIaKLx5h5w48/fsimCbLmpd3+APaksOBSeHgwObNq65erzRP29GrPkR4H2N26aNzLFiVo99cN4kJ2EYS/iMAwfrn47qFni9P8dHQT7a0Tpz2Z434lMYHRbykgGuO7Cox+wYAo/N8GRQ1xGFCS45OK80MOWQE708sayo2t7ngtSWbFdJTcvXgBVPmwMIj3ssIb/1daHraPb3PU7zvpURrxmv+AH5o1SLrwkUkV2nUp9cmHLt68F5UVz5mw9V+8/nLhiCofs7tU1zokRQghhBBCCCE+RsFqLcjr/jfXXsT0FYzgv9Pu+PxYXT103SwvNW7cwFuzorjS5yZX0Xx/C7zFzsV7E8wLmthbzWH1rOyof/MYJ3zCNPt6ceqUEfVLaes1mfGUnqsZv+qwJsAbxKOjf3K4XwXKfuLxIl5cZt3AvuyYMIAWSRaLiuDc/nUoF12ODbCqVCpUgW4MvrkTt9jg7J/sPaIJrPnuYcyYV4yuVzENZ3/Cnk6ObGhxiEOdEgUu85alyY+7mbddE3r1PciKrRX4qUa+2PN0qetKo9M76K4tIJrccb8is8Zj2PCNBURjfBeB0S8cEIX/26CoEPHoV2bQrAYYfDjP6J6TOOEf/8EYjNe24fTaHUJo+X60tlUH0YtUawCK50zc5k6C5Y/eXWF2/8nq1Qq/Bwa5KQj8+9cZzTD3OKE3NjBq+rVPP7ZlC0Z1yUne7ePpvfIS/g1G0ctWfoQQQgghhBBCpAOzEnQYWIXXR9cwb9w4xszdwGXTpnELw2QtQaNeJhxfNYExcxez60V2isSsLG5WjpadcuOxaj7jxo3j99Mh1I1djMgAq/LVeOY6kWmn/CBrIZoPrE/U6WWMGzeO2TvuYNnzJyp/pdXkP1atOUeZo1xFfYssKBTl6H+3OXeWNv2EYNEVFurko0zHP3jRYje3R1ZJukmQGxvnFmNRp0oJXzetz6AJ4UzYH/N9sjxWT8ZTyiILCjsnTJZsYLjWVewTubibdjs8Ody5WOxQf4VCgWLOWaAQXVaupeTmFuRTKMjjuJoSrhvpoVks6eqOcWx7soseRbIk2HfqhahUjitiJAyMbvm2AqMv/mH1psNfNCAKySy0JMT/G4u2S9jzuAttV+6ib7VdGBUpiZWBgteP7uGvhOhsDqz6o0tsb0qjhr2YWOQAs7YPoMqxWrRvb4vZO09273bnmWUtGpa6yKnbGXpJaVOqHXO77KXL1kk0qHqE9u1tMSUY72OH+ftRDural4Izdz/x4PrU7DyQgltn85+fHv3mO8Yu7CSEEEIIIYQQn82sBI49S+CYzNsmJZszfFzzuBeqV4/9X9PCdekwoi4dtOynl3g/sxI49hyj5TwGFOs4k2Lx97Vph5NNvBcs6rCoU+L9vqRCNFt8kGbJLIqUdlX4Jfo5v6S0iWlT1qmaan3LdvgZAgBePgGsqDxgEvcGbEm0lXoYf9vkjl9tFCrVqOTPX7ghC496sFDLW5XHPkA1NrkdUzmuiKUOjMLKjVfUgVG6Z/yK9JqAqHeg6osGREF6iopMQ58yo3dx9eBS+jS0xfjpfe7du0dogao4TtzMpVtraFMw/u1gQ99Dh1neyxEr5Xm2r1rD2mMvKdv5d47sm0WrPN/L7wnZqTnjf+zdd3xN9x/H8ddNcrMHQWLWHkGq9qwWRakaRSs1i6rRGm3R1qo9W6NmraJoKbWKX9UurVG0RoxoqdoxssdN7v39cZPIMkKIyPv5eOTRuufc7/dzzr0J953vWMbmaV2o53GM5bO/Zvbs9fgXacqXP61k/OuP+MPOpwYdctpiyt2Ld6o/5PqkIiIiIiIiIpIh7owYDeK//y1m7uGbGVfM7b9Y/IQCUQDD6YBz91+hWOQxKl5Uu5VnWv4Lqf3aGIwjtrC1XaGMrkZEREREROSp9fnYSXz+6ccZXUb6urqalrlP0McymNoZXUsW8DjfQ8GnfuCrQz6PPYh8murILMPdROSpE8L22TP411yHSU0VbIuIiIiIiGQ53m+wyvJGRlch6cC9ZCsGlbz/ec9SHZo+LyIP5+L/mLE+CI93utHE/elchFxEREREREREJDUKRUXkIURzbOE8/rD40qdzBRwzuhwRERERERERkTRQKCoiaReynZkLznL9lQ60LKAfIyIiIiIiIiKSuWhNURFJO7eGzPz7DDMzug4REREREZFMIleOHFwPDCRXzpwZXYpkQtcDA8mVI0dGl/FM0RAvEREREREREZHHrIxPSY77n8roMiSTOu5/mjI+JTK6jGeKQlERERERERERkces4gvPc/af8+zYvZfrgYEZXY5kEtcDA9mxey9n/zlHxRfKZXQ5zxTD6YBzlowuQrK24kULZnQJIiIiIiIiIo9dSEgofxz5k+P+p7l+40ZGlyOZQK4cOSjjU4KKL5TDzc01o8t5phiCQkIVikqGuXo1UKGoiIiIiIiIiIg8UZo+LyIiIiIiIiIiIlmKQlERERERERERERHJUhSKioiIiIiIiIiISJaiUFRERERERERERESyFIWiIiIiIiIiIiIikqUoFBUREREREREREZEsRaGoiIiIiIiIiIiIZCkKRUVERERERERERCRLUSgqIiIiIiIiIiIiWYpCUREREREREREREclSFIqKiIiIiIiIiIhIlqJQVERERERERERERLIUhaIiIiIiIiIiIiKSpTzxUDTk4iUin3SnIiIiIiIiIiIiInFSDUUNwWfYMP4D2jdtTtPWXfhw5i8ERFnu25ghZDdjmnzNsYRHQtk1qjWz/GOtx6OOs6jvBNZfNKdT+SIiIiIiIiIiIiJpY5fyofNsGDiBs++MZslALyCKfzdPoe/gSGZPbILXI3RmcSjD+yunPEIL8iz64/ARgoJuc/XqVWJjzWCxgMGQ5BzDXZ4rIiIiIiIiIiKSVilCUUPIv/x54QUaVomPPx147tWWdNm4nrPBFrzcDdhc3MWsqfPZeDII55IN6D2wB+WOTsBv8m9gA/uabqTxsL7cGD6FfQD7W/J909Hs6OrA4teX4bV0CK+6h7Fr1DucqjEA8+bpbDwZQbZKfgwZ2oJiAIRyZt1kRsz7gyC34jR4szSBc0202tCNssCVbXOZMn8j/iHGZM+TzMbZ2RkbGxucHJ0wW8xYLBZsDMljUMWiIiIiIiIiIiKSPlKEoha38tSrNoeJg/LySc96vJDPHSjGa9P6AWCIPszEvstxHjGbtT5OhO2ZQvvxPzF74kDWVdrNaD9/msYFl6yrxK5R73C85Xf08LEFAlIU8NOv15g08hvec7jJL6O6s3BrHUbXy0bsnnn03l2WSSsHU8YhmoAFA/iIMrQCbM9tZNAS+HDB6oRjfWaW4KeeZR7rzZLHw8XFBQcHB9zc3LBYLFgsKZdqMKQISUVERERERERERB5OKtPnXak6eDYjtq1i5ZBuDA1xoVgdP3p2qUcxBwOhB7bwU51ubPNxAsClZhOaj1vGoeDXaPQQuVXD1q9SzMEA5KBGzUqMOnsRsOPg9j1Ua92NMg4GwIGSNSvB6ggALG725Aq5zMl/AilTKhfFOk9l9QOseSpPJ2dnZ8xmc0IYmlooKiIiIiIiIiIikl5SCUUBXClRtyOD6naEqMsc/2E6A3sHM37OG+SNtuC2eTjNNic63WBPs4tmyJ9+hUUBXm4OqR4z53iFkRNdWLpiHF2H/IfJtw0D+janTOqny1POzs5OgaiIiIiIiIiIiDwxKULRsIPzGLjbl9H9quIB4JCHMm3fodl3ywgIbkEeewNBTUezo2sqU9VD0qssI272BqKi73Y8itjC1ek0sDqdgCubx9Nxyi5WDH3JWrNkKgaDIcn0eAWjIiIiIiIiIiLyOKUIRV2fr0jh8V+zsF5h+j5v3Wzp5tGd/O6Qg57uBlyff4kGM79hVc0RtPRxwhB1hrVL/qVa13p4AxhCiUrW5u27hpt344Bv3ZqM/HYd9Us1p4xDNKf2HASsQaztqaW8PS87I0c1p4yDAce0Ni9PleTrhWr9UBEREREREREReZxskj9gsS/Px/M/pNimkbRv2pxmTdsxcCO0mdqDsoDFrSqDJ7xO4MLuNGvanJbdl2OqVQkv4jZpqnWa8U3fZIF/LOBKxTo1OTuqJa8uOZGmwuwqdWf8i6eY3K4FTdsOZkuwV8Kx2JKdmVLvHEs6v0Gzpm/SZ38OxvWsrVGiIiIiIiIiIiIicl+GoJDQTDFX2fbUEuovzs3i0fXxuv/pkklcvRqIt3fOjC5DRERERERERESykBQjRZ8WMUdn0WvmYYIAuMH2lZvxqlxYgaiIiIiIiIiIiIg8krvsPp/x7Hzb0/ef6XzUejjXyEGxOr2Z1LxYRpclIiIiIiIiIiIimVymmT4vzyZNnxcRERERERERkSftqZ0+LyIiIiIiIiIiIvI4KBQVERERERERERGRLEWhqIiIiIiIiIiIiGQpCkVFREREREREREQkS1EoKiIiIiIiIiIiIlmKQlERERERERERERHJUhSKioiIiIiIiIiISJaiUFRERERERERERESyFIWiIiIiIiIiIiIikqUoFBUREREREREREZEsRaGoiIiIiIiIiIiIZCkKRUVERERERERERCRLscvoAkTk0f1yysT0XeHsv2omLMqS0eWI3JeLg4Eq3ja8X9uZV0oaM7ocERERERERyWIMQSGhSlAkw1y9Goi3d86MLiNT+59/NG8uC83oMkQe2oq3XWnoY5/RZYiIiIiIiEgWounzIpnc9F0RGV2CyCPRe1hERERERESeNIWiIpncwUAN9pbMTe9hERERERERedIUiopkcuGR5owuQeSR6D0sIiIiIiIiT5pCUREREREREREREclSFIqKiIiIiIiIiIhIlqJQVERERERERERERLIUhaIiIiIiIiIiIiKSpSgUFRERERERERERkSxFoaiIiIiIiIiIiIhkKQpFRUREREREREREJEtRKCoiSfl5YZlcAMtwL3onOeDOyckFCH7fI4MKy8QqZ+fy5AJEfZyd0hldy4PKjDWLiIiIiDyDDLcjuRAa+8T7Pbr8Nu13RwBwc3cQHstCnngNj4shNIqA2zEZXUaqnubanjUKRUUkde4O9O/inNFVPCMsGV3AfaQWeD/tNYuIiIiIZHZmTv94O9WwMeZwCB6jb3OUGH5dHUnP3ZEZUN+z69zuSF5cHc7TcFdtT4bgMS2Yq3F/fppqe9bZpXeDhpDdjPbzp+mGbpRNx3bDt4+n8dkm7OhaJh1bFZHUmbkabCB/SQ9WFIvkzQBzRheUuR24TZ4DtzO6irTJjDWLiIiIiGQqNpQqb6TG/Gj2xFioaWeIe9zE/gMxvFrBAV/soHM21mdonc+ego08uJzRRdzF01zbsyZFKGoI2c3ot7dRYelQXnU3JDwesMCPhQVnMbpetidaoIikn8Wf5qM9kRjG3rjvuWcPhxPxkgvNmntQetItTqRyjkuN7PzRxJmSTtZB50E3o1jxQyDd/J35bUJ2qoVE0HxkIGuB1t28WeFjz3/HAikwPwIwsnaIN02dTAz77CojkrRsQ6/2ORjs60huI4CF4IvhfLzgFnNvWgAb/Fp7Mrm8I95OBuvxa5GMXHyDSRct1iUAqhg57m8in48D2QBMsezde4uaawz8NiEH1SKi6DPsGtPieuzQzZtFPnb8vuYK1Xda6NU+J6N8HchmBDBz4WwY/aff5vv4++gWy5abBurns4OIaIZ9doucvTxpX8wY15+Zs0eDabokhBO4c3KyB3nPBuM+Pej+9b+Ug1vNnQk5G4H5OScKxtVw9lB8e8nZMy1x38nqvef9bJgLSxUHazNF3bFMdo27By6PuWYRERERETEXMtI9ezTb/U3U9LUHwBAaw7oL0PFtJ8A6jX1CfgeWvOgExHBudzjDt8WwOgaaFLdjbAd3CgeE8srqWOYO8OA5IOxACHl/s3C6tzveWKe/F75gQ9Dbbkn6N0RGsXFFBMPOmDkF+FWxZ8rrrjim4RpMAaEMXmFidoSFYm42jOrgQiPrBw9M/4UzcVkU40MsFHcy0Lu1Mx2KO2AIDKf71Chea2rLqo3Wa4nv2yXZtUAUi8eEY9/Zgza5zale/3NEs3laGLsK2HLrrxhC6zqx5EVjknPL5rJlTjd3yjoakt2PpPe0dh5bxnZwpayr7T3rTHmPTPz1Yxi9D5k5TOLaAGI4tT6UTw6Z2RZX97i33bm98ja1TlgHIZUYcpNFfbJR2z8kyWv1MPfQEeuyC4sWRzDxuoV/7aBPYydGVHZKwyv77NP0eRFJlc2tIKYFxGCfz4UlTYwpTyjlwR/NXSlpiuH7DTfosCGUK072vNs+F0MJZf9VM3gaaedpABzoms/aRv68LjQDKObC854GQi5FJgtEoV77XEyv4Ej2iGi2Hgpjy8UYjPlcmN45G6WB+n45mV/DiWwmE1sPhbEhIAazlxMTe3kxxDP+lzk2lPExEnI2nFX+UVzBlho13BlDOLMCosHdnk71bOPOdaZHMXu4GcW4nbHU98vJxAoORF8LZ+SSQIYcMuFW1I25iaeXOxmp72lgz9Fwtp4zEdDcnQ+KGQk9GcJHi2+x5JqZoj4uDPRN+WP2weqHAkUdcboWyaqjkZyPMFC0ghvjiqVsr2o9N1oXs+XG0RA+WnKTuQGx5Czqxlfvud33fmY7G8nqQxFcAaKuRbL6UDgbLqacOp/eNYuIiIiICIA9L1a2YeLhyITp0qFHTczKY0tNV0OKs8MORNB4l5leH3kQNMyNLpGx9N8UTmwxI2+GxHLstgWI5eTJWLgey/FQC2DipL+ZUeWTx3ixHFwZwTQ7W7aM9CR4oDPFj5qY62964OoNgeF8vNREBT9ngkZ6sLOxLXPmh3MUMIRGMGpOJO6NnAgamY3tb9tzaHEYawLjZyJa2BBoy5RhnoT0csCwP5rNgWZiixlpG2PmtwvW82zOxfCtow01ctvc9frjLbtsoVcfV6ZXd8DmXBTdd5vp+pEHQSPdmJ3LwssrQlNMS49vs+tH7gSNdGN6YWi2ICxhOvvd6kzuyqZwml62YckwT4KGufLm7VgGJazJGkbrCwYmxtXdz2jGb30ovn7ZCG1rhFx2nB7pSfOcST87Pew9BBN7VkSw1ceBoyM9CXnPkeB1EXx3RbNAE3uo6fMBC/yYb2lDoVOr2XgyCOeSTRgwpAvl3VN+wxqCz7B+6iQWH7iKJWcJXnznI3q/6B139Ao7Z01j3qYTBDnkoFzbTxnZvFjCsS3jhzF3z1VsSzagSZHrkCiXubJtLlPmb8Q/xEi2Sn4MGdqCYsk7FxHwtKdNIVscAQ87A2CgUwXrb4cCz0Wy4ebd146cvDyIZh978lINT4ZuiEhyrF89Z0oaY/l54XXa+JuBcJY42RBez4lmTWypeDaK3vmdKF3bFo45UcIdjp2NomxRe7oUs2FtZXsKYeGwf2iyXp0Z5WsPNyPoODIwYaRj/9bZyH8+jBM4M9PXHqebEbRJOA60zoWlhiMdXzUyMu6SAo/d4rn51r8grSNV7ahTw5bPtkUx3MeeMr7usPUWtHahmhFOnAxmLc7s8LXHKTiSdybdsLZ/KAI3z7wMeM6RGQTFdRjLz0uu0NA/7i+VejmYB7i72ZItJoJxky7TIdW76syg+9V/0fpQ9MUw6sSP0m2eE8tLTpSuYgPJljPYt/UGebZCxVKO+Dob+N+aEEr0ys5Lnvb3vZ+390fTcr87Jys44RISTcslQaSU/jWLiIiIiIhVjvL29Pg5kr2hFuq6mth9IJb+dVxIucWtiX0HYmjZ2IVKrraALfVr29Hi5xiuNnLghRI2rPnHRGPfWP532cCqGgY2+UdRt7IB/wtQoXjyCMhA2dYurLEz4gBYXO1pUDiSCYExJAlg7uGGv4lvitsxtbB19plrWUcmW0w4x8CNw9FMKW7HVV9rGOtWyImeFUx8dCCCFpWtn027NLJepzm3kWa5ojlz3QI5HWhQPpJ3j0XwVgEXTh42kd3Hnucwse2u12+9tq4vOlM2W1ztjpAnwszZCyYqFXfEt7UrZ2MMOAJ3YtQ797Smq7WNgo0cGXY4nB0XzLRx4h51Jr0Xeeo482d9WzzsAOyp6hNBhwsxgIkjR828+aIrxeLqrvy6E5OuWIgEXO51fx/6Htrg4GTg+uUYAm7HUCy3I+MHGcFOA1YSe+g1RQ9dNNNl5De85xBNwIIB9Ji5m/Wf1CbpQNzzbBg4lN9aTWDFkAIYgo8xZ+BgZuWcTQ8fWwJmD2CRcSBz15XBKeoMi3oMZlbJpdZjC0awyK0zc9dVxYMr7Br1EeS2tmp7biODlsCHC1ZTJq7/PjNL8FNPrTcqkoKvG7OaO3Nn4QsnFrZ3Asz8vuYKG3beYxfDm+G8vNeJ8HrOvP9eLDcTHSrvbgPY0KBbvhRb8ni4G2BZJH++5IRPITeqeNpTyGRixtJIjEM9KF3Fjql5jGAysXlr8v7tyG6EkFumO+EbZiaujO/dkdxOBkIuJT4OrIziVA1H8no6wQ3rcwICou4cDomr0ggEBPPzRRe6FXRgiact4QXtwRTN2pXRCe3j5Mh3kwvwXZLaLHhjsP4FGhHLHv9EQd/WG7Rwg2nlHfi4szNDsHDhbGiiKex3ru++9ccFjBcuJZp2fsvCXVf4LOXByc7ulEz+75aQB7mfD+Ix1CwiIiIiIoA1jGxdIopvjkbxSuFYvr8OXX1SCyUtRMfAtNWhTFud+HED17ClVClbpvlHMcwIO4vbMdgHRu2KxpTLlmUFbFltl3wgmw2OkdF8syyUGZctnIp7tGn+B689MDD5p0EjhX2ttd8EsDMkmmZuQ86cBnZdMAO23Eve8nZ4Lovh30ZR+J+x4NfZEYi5x/VbeSQK/cy5nZjWxcB3GyNouCwcUy4bpnVwo2KSAbPWe+rlaJukPS9XOBNqgTTNNjezd1kY489Yp88D4GMDmLl4PWltFlcHqj3oyL6Huoe2VPRzYfimcCbNDGG5yULfuo58+uKDhd1ZxUNHxJVq1qGYg3VabLHO3Xhzz14ORSX9ZrA99TsL7NryXr0CAFjcy9KlXRlWbv8LgGLvzGVB1zI4AhaH4tSoZeC/SyFAAH9ssuetZpXjfjOSm0o1n09o1+JmT66Qy5z8JzCu/6ms7lL6YS9F5Nm28wbZ+13A0O8CS66Z4Vo4hn4XMPS7SPV7BaLxNtxi7sVYcpVyomSih/3DrdMwvh35X1x7FzDMucnUNddouiwGCGXnf2bsvez5Kp+R6EvRvH8rlP3XzBQtmI2XvG2IvhTJZyk6jOGWCdyyG3kr0aMf+3nyTRV7IIYrEZYUx2ntQEng2s2kI1pTZ+a9w5FEYOTlVtlpkM+G62fD42qx9s/FMMrEX1e/CzTZEMTgGddodbdd2fM508HTzIxhl3Dud5Fae6PIWdSN0W8n/91TetSf1OIWrpQ0xrJu+VUM/S7w3Izb/J4w4+V+9/NBpH/NIiIiIiISz5Zy5W1ZfziaI4djOFPBmGjTpcQM2NtB/zfdCBrpmegrO76Aq48dfc+Z+fZoLC3LOmAuZEfn/8ys9zeR18eYysjTaNYsiOB4eUd2xbX1a+m0xUQ5cyavM5aoUNOdKeoxlkTT1c0EBlrwdbp/H+bcRt7AzP4D0XzrakudnDb3vf4UYsyYczvwbs/s7BjpwSofA3WXJZ4WT0Kb1yITfza2cC0U7B1Tew3uxroUwWI3O9YOs9b1T4P40NKGfLkgKCbRoJqYGIIiH+DzODzkPYwlKhJ8X/dg9mfZCf7IGffdUcw9oxl8iaXTuFkHHIgmOCr549GE5nJM8o1nnzMHxsAbBAGGqH/ZMP4D2jdtTrOmzflozZ0P1lGRnhjdUn8DmnO8wsiJ9QlZO46urd+i44gfCUjRt4ikDzN91oQl/NYw3tj/hXMOI+0+ycOxbjn4oZsXlzt70uc1Tz6PW0Oyz9kocLKniqeBgHMhgJkO50zg5UA5o4XjR5NPnQcIZ/DRaPB0YtFwb35p78nPH+dmRBUX2tRzoxnhjD4aTUSi4+t75eZWDUeIiGbR5gdc/2ZrGLuDLeT3caIQsfy+NSxp//lcOJSo/5VNPBjSOpt1PdRU1G3oxtu+rkwY4sVP7bMxppQRJyAqPPmZ6VR/IreiAQzkK2hPp/KujG5uXQ4gyfXc9X7e4ZbXmV/a5+C7esl/45j+NYuIiIiIyB12Ze0ZcTuWAYfNfFDJ+S5nGXnB14ZVW8I5GBoDxBJ6MpSZcetWWlxtqe5qZtJpC+WL2wFGqvnAsL1mmhRySKU9C0GR4O5owBEz0YHh/PzP3ZdXS00OHyOdzsSw5ooJMBN6LJy3poVxJsa6LEDfMzHMOxoJmIm+EsnMQ2ber/4gwy+ta60OX2cid3n7uFzp3tefXMzJCCrPDOVY6L3CRyNVK9uxamM4e+LavLIlklGONjQqnJbIzExUhAV7VwMOdmAIjWTX0fgA0lr3it0RXIixrvd5dGUob62PuBN2RloITqXVh7+HsWz+OpShvyVfQVUSS/EKW9w8yYUJQ3RavhGiiMIe9xTfY/a4Xo8k8Qp10YE3MNu74sANtowaxuEag1mybg1r163hi+Z3XlQHx5uYQu5WQxSxhavTaeAXzFv5PeOrnObDKbtIbSU8Ebmjw9iLD7TzfAoBQfQ8Gp30sZO3KbsylL8iDJTxcaaljwPZI6JZ00ObugAAIABJREFU/N113oxfP3JnFH8CYOK3NXF/ER2I5hzcZeq81dYl13n/UCS3nOypV8GF+vnsCD0fxgdzbrIW2LI8kC57I7htNFKvggtNitlhcy2C/jOuMfIea6QmFUnDY3G/TbkYySeJ1ry8X/+p2bbgBoOPRhHh6UDjCi7U9jRw9lgQ3dfEpDg3feq/o89Pwey6CRVrZGdhh+w0dbJwPuJOO/e/nmDGHYoiwsmOehWcqeyZ8hdS6V2ziIiIiIgk5kA1HwO/OdpQvcDdwzjPF134sbKBGV8E4zEkiIY/x1DVN34GmD0vFLfhSmG7uJGTNvj42BLraEPpVNt0wO9NI9fXReAx5Da1V5sokt/A7dAHH01oyenMpLZGflsQiseQ27z6cyx9urnhawcWVycGv+dI8CZr+zUWRFGhgwttcj9Y2JijvD2vYaCF752w6d7Xn5RdWSfW+xj44osgPIYE0dLfwqY3XfBOdp5LZSc21rZhXlyb756B1d1c43aNf1BGar7hQMnD0XgPuUmFmZGY8xgSRnl6vujCygJmeo++jceQEMaZbPi6tXWX+NhiRr7CTKUhN9l4O+lnq4e/h/Y07+BA8QMR+A65ifsX4QSWN/Juca0pmpghKCQ02afZKA5P6MJ0148Y27M8XoDpny1M7P8zZWePp2lOGwIW+PHxf+2YNLAxxeLW9Pzwmh8rPqmGU8huRvv503RDN8pynp96fMLeVhMYXa8AhqgzfNN3KDd7f0s/n//Y2Hkk//aZRvdyztgEHmP2kKGcb7WA0fWyEbCgJ59HdmRGzztrig7N/Rk7upbB9tQCms3LzshRzSnjYOD25vG8tb8aK4a+lMpwcHmaXb0aiLd3zvufKHflMSQta0OKPJ2CRnpmdAkiIiIiIiKShaSy0ZID5QdM4t35C/is9XCuR9njWfJl/CaOoEHOO4myT74Ytg7pxEcng3Dy7cjYgVVxTNFWQZqMH4Fl6ijenBq/+/wU+vnYAgV5fegbjBjRmWaBZjxqdKRdOVcORoUA2SjWeSjvTpnEu03HYs5RnXebV4Pr1lZjS3ZmSr3JzOz8Rtzu8w0Y17O2AlERERERERERERG5r1RGit5fwAI/Fhacxeh62e5/ssg9aKToo9NIUXkWaKSoiIiIiIiIPElaTEBERERERERERESyFIWiIiIiIiIiIiIikqWksqbo/RXrvJzR6V2JiIiIiIiIiIiIyBOgkaIiIiIiIiIiIiKSpSgUFRERERERERERkSxFoaiIiIiIiIiIiIhkKQpFRTI5Z0d9G0vmpvewiIiIiIiIPGn6JCqSyVXKacjoEkQeid7DIiIiIiIi8qQpFBXJ5N6v7ZTRJYg8Er2HRURERERE5ElTKCqSyTX0sWdVOzfqPGeLi4NG3Enm4OJgoM5ztqxq50ZDH/uMLkdERERERESyGENQSKglo4uQrOvq1UC8vXNmdBkiIiIiIiIiIpKFaKSoiIiIiIiIiIiIZCkKRUVERERERERERCRLUSgqIiIiIiIiIiIiWYpCUREREREREREREclSFIqKiIiIiIiIiIhIlqJQVERERERERERERLIUhaIiIiIiIiIiIiKSpSgUFRERERERERERkSxFoaiIiIiIiIiIiIhkKQpFRUREREREREREJEuxy+gCROTRWCyWe/5ZRERERERERLImg8Fwzz9nZQpFRTKp+PDTYrEk+X8RERERERERkXjxQWjiQFThqEJRkUwpPgi1WCyYzWYFoyIiIiIiIiKSQuJA1GAwYGNjk2pImhUpFBXJZBKHocm/EoejiWX1H3QiIiIiIiIiWUXiXCBxGGpjY4PFYkn4//jjWZVCUZFMKD4UjY2NJTg4LKPLEREREREREZFMwN3dBbgTlmZlCkVFMpHko0Sjo6MpXrRgRpclIiIiIiIiIpnAhYuXcHBwSBKKZtVw1CajCxCRtIkPRmNjY4mMjMzockREREREREQkk4iMjCQ2Nvauy+9lJQpFRTKh+FA0NiYmo0sRERERERERkUwiNiYmIRTN6tI5FA1g8esj2BycUTc2o/sXefwS7zIfa47N4GpEREREREREJLOINccmyRWyshSh6L/r3qfxvOMpTrQ9Op8mnVYT8ETKEpHUJP7BpaHuIiIiIiIiIpIWyfOErJwrpAhFCz/fmLybdnAsyaNRHNz0Pwq/WZNiT6w0ERERERERERERkfSXIhSNLVSVNkX3sMX/zrRcQ/QRtu2uwBv1vKxPuriLOQM60qxpc1q9M4If/jan0nQou0a1ZlaidsK3j+flhFGooZxZN46urZvTtHUXhqxJfQxqwAI/Pp2/lml9/Hh53nEMIbsZ0+TrRKFtyn4S13C3PkJP/sTozm1o1rQ5fv1n8ltg1k3GRUREREREREREspJU1hTNQY1G5Vi//a+ER2IO/MbmmjWo7mAAApjTdznmd2azdt0avvukMJv7z0s2svT+/l03hI+PVGLMyjWs//YTqu0dyuRUg004euA/XhyykM1dy6RLH4bow8zpfxDfCctYu24NMxuHMHH8T1xL4zWIiIiIiIiIiIhI5pPqRksuNV/mtU3/Y2+UBQhlz/YDNG5WE0cAitHh25n08HECwK5kdWpHX+G/NG1uFMBvSyx07VIXL8DiUJw6jcqxds/JVM8u1boV5XM6xvX/6H1Y7N1wd7zCOf9LBAHZ6wxk+ajX8EpT+yIiIiIiIiIiIpIZ2aX2oMW+Ko1em8yq/RHUKv07G4/UoN1g24Tjpn828tXU79l9MTjukfL0SGPHUVHnWNbjDeYlesyhUjWCAI9k5zrgkMbW79fHS3Sb/yHrZ83l09l/cStvfd7p250G+QwP1Y+IiIiIiIiIiIhkHqmGogC+dRrwyY8HORW2k7/bdaRs3OM2N35h1OCjNJq9iI9zWqfTL359WZo7trcvS8/ZI2iYM9XBquniXn1EOhSjycDhNAFiji6me+8l5F115zpFRERERERERETk2XTXRDK2ZD26n17MuBUhtK9cJOFxQ0g0191y4OZm/fPNozvZR2pT513Jm9eZ3fFT4qPOs23PwbhjxajUIpSVS37l37hHrvy6iFX+Efct2OKWh/xO+9gdt/6o6dwuft1vSuXMu/dhc+MXhrUdz474Kf/2GiEqIiIiIiIiIiKSVdxjmGZByjZ35FKOV6ia785psYUaM6zFDWa2a0HT1l2Y9V8+XnC8hSkkZTBavO1gGp6eYN3hffBPmPPc2SipWNtRDCy6lxGtm9OsaTsm/JWPynHrlN5bMd4e9TLnR7WiWdN2DNwUTd5yqQ94vVsf5hyvMGBYXvb09aNZ0+a0n3+Z5hPba5SoiIiIiIiIiIhIFmAICglNyw5JIunq6tVAvL1zZnQZmYbZbMZsNhMTE0NkZCTBwUGULV06o8sSERERERERkUzg2IkTuLt74OjoiJ2dHTY2NtjYPL6lLZ9mWfOqRUREREREREREJMtSKCoiIiIiIiIiIiJZikJRERERERERERERyVIUiorIQzjG0q496NS1B/MOxabDeSIiIiIiIiIiT45CUREREREREREREclStPu8ZCjtPp82Gb37fNTxFYz9ajvnYh62BVvy1u7GoA7P45KehYmIiIiIiIjIfWn3+Tuy5lWLyEM4y9rZOx4hEAWI5dKuhaw8qan0IiIiIiIiIpJx7DK6ABHJLCIwRVgHltfqOZ2uFWzT+PxjLO06gy1EEhOe/tU9LULP+nM5VymKuxsyupRHFM35VWP5cMRSDoW40OeHg/RN82suIiIiIiIi8nTSSFEReXTh5/h9+gh6xm2q1H3wTHadDU3HDkL4a1l/WlYpS+EixSle+Q26ffsHQWls5faqnhQu1JGl183pWFsify+lRf2mvNx8PqfT9MRjjC1SAsPwg4+nrofoL3bfBBr0/5Y/ijSje/fXyf2EKhMRERERERF5EhSKisgjusbuiROZfeQy8QNAI68cZcGYyWy5nB7hYzTHJraj2eA1nMhXl07du9Gm2H9sGdqGhsMPEpkOPaSbXPmo6GaDbYV8eMc/dmQihYsUp+XKyxlZWZr5b1lDlLkOkxZNYOCAEbTRKNFM6/am0fh99ccDnRt1fAWju/egY5cZHHuEPs/O+IAhP118hBYe0ZWtjH7Ea3jyrvHH5E95t2uPjL13GSnwHy4Faal7EREReXA3tl7B0O9Ciq+WW4Pv85xL/A4QfItP+l2g1vJbT6zmB3FkwUUMY69yJaMLecZp+ryIPJoj61l8wQxkp06f/nR87grfj/mKTTcu8e0Ph6n/QcVHaz/6ICtn+XOuxRwivqiLIwB9aD7qXb7OE01wFDg6PPplpAu3lxn35ynGZXQd6cWcl+cy/TIAaXN+4QAGnX+F6Z83IFtGF3M3V7YyetBJms3vRdl0bfgsa2f/juc7Y1hUNXv6NfvY6n1yQg98y9T5ezgTA3ZOeanXrR9+vq7Wg6Zwbvzrz/FftrH5kDtvz3nvoa4zeudSpgRWZNysVuQzprGG8Jv8d+wgv/6yi188WzCv+yP+3M0QERxd+AVz8/dhml/xjC5GREREMhUb5rV3olSiR9zzP+iHRAMWOwNOCelYOBvG3uR1L0csXbQp9LNOI0VF5JHcvnwFExDrXYtGvtnBw4eGL+cDwHzlKtcetQN7dzzsweP6da7eeZCKgxcxp0sNvBzgbtPBb6/qSeEixfnkUNKNnWyC/+HHIW0oV6Q4hUpVo8mgFZyOujM66dioShR67nPW/j6f7q9UonCR4vi0GMTysxEQfJTF7zWmXJHiFCzXgI7zjyYarZq0jmOjKlH4ja8BODSwdhpHjIZwatXwO0sGVHmdTjP3JroHwPWDfP1ec6qUKk7hIsUpU+89pv12NVk7Nziw8GNalitB4SKlKddxJnuuR9y928B1dC5SnNcXBGGwW8pbRYpT6LnP2Z+oz0W934zrszTlW/RmTuI+457/5vwdd+5x3PPjly+Yu3M1Q9+oSckixSleuVNczZfYNKQNVUpZX5PXBm3ifKKybu6781qk9pqli5gj/G8P5A7ewd7zj2mJhadaBKYIN4o955HRhTxdTi9j0KIb1Bk1lW/mTWNKhzzsmzKbPXEjGgMWDmLi94cw5/TAFPPwO9GFh4cTk7twqoHovWs4xtIPJ/HdoVhyuZsJMz10CRnMCd/+0xWIioiIyEMwUKaCJzUTffl6PWAo6p6N8RPzs6V1Og4KkExDI0VF5JF45MyBkf/g6q9sOlqdjs9d4X87rFM/bXJ74/XIPZTl7Umvsaj3YGo/v4a3Br5Nx5fqUya/48M1Z/iHee8155JbHdp070bMiXWsWD6IOr/9zZpNA6nsYB0ZabBbSt+3Xan4th89qp3mhx9W8GnjP/m2QAABOVvSuXsl/lr6HbtGv8WnpQ8yubpziq5yVG1Lz2u/MXPDYbxqv8kbpbPhXdTpAYqM5tiotjRZYkfXiYsZX8GDsMPbmDC4ExV+n8Chxc3xjjrFkve68oV9N8Yvn0Rl91vsnj2WYW3rcGTWHhY0zA7cYPM79emxMwTHco3oVL0AMSeW0/nFGcBdAkX7wtTv3g233xey7nApGvWoTkGLr3U5gIvr6FzvY7bhSa1W79LSPZRTP6xmXNtf+Hn8Jla1LpjQzJ8Te3HYrTKtu3fD6UKeO+3b7GXMOwco3sSPLuVvsu+Hn5j8djs2l77KScvLdOzckZs7V7BueW86+2xha7tC8PdS3vIbx79V+jFlVEU8/17H+BGDaBjkxu/TG91ZquARhe34mR2lmzI232ZG/HKMxl2ev3Pw8h7mTPmegzdMYOdF3V598fPNft9jkWd/YfGMdewNNsWN7ns/7tg1dg8ezqk3piVsWnZ702h6BLzK8g8KsHvwcPzLvwl7VrE32ISjd00+GtSWXDvH0HfVf2CASV17pL7pWfg5tk2ZzPK/o7G4laL2c6FJ/rZPUpNbKToP+IAahu2MHvwDZwCG9GJBua4s/6BiknONdl7U7dXfOjoxxejPlNcTf033qzfy7C/Mm7Gag8EWHL1r8nK23zle+lNGvpYPuIn/ghl8tfcS4djiXbopvT9oEBccJj/Wko8+rJMOP3OSCrsciKVKHWrktAfAtXI1Ks9ZSXi4BTwMFOs22To6/MpW9mw8ec+27vZ+ODvjA0YejsGBeXTqupa2Iz+nfp47v7e+dw1laTt7DAC3Nx1iXsC9Kojg/JKpTN5zntsxD34/z874gAV2dXj+wg5+uWLC4laKrt0bEb1xIUuO34573yd+bxym8MsR/LrT2lbpen3o5VccF4Dwc+yaM4clx29jwpZCtbvRv8PzuMT1802hT5K89l/uvUS0nRtVqxTh2p5YWs3vRdkj82m/0p6epc6xZOclwuzcqPRWHz6okw+I4OLGhcxYd5RLMSR87xR3zlqj3kVERCReFH9vvcWnm02siIEWpewZVSrxvwuCmdkviK1NPFjlG0OnsWEsArgWgaHfBSZ2zsvHvsmXEjNxce8tRvwYzdcxFko52vDJ8zZ02h/Lik/z0trLJuGc8Rui+SrCwnN2Btq86sqn9bLFzUiL5u+tNxPqij/+eb1sPMgnRkkfCkVF5JEYKr9Bh41HmX/hFtunfsb2+AOWvLRrVT5d+sjdZDJ/Vm3Ld1Nn8+XID1k5BOyrtGfmpMHUy5/GAe+Gy4S9uJzDwyrFTcXvT69VPXmp/3w+WdnGGsIBYKTulE3Mb2rdYqhb+Z6U77+FHVXncGN03DT+Vs/T5JVPmbLrBJOrV0rRVZ76/eifK4aZGw6T/7X3Gdg6T4pzUuW/lJ4LrtFy1vf0rh4XvL30Fl+MDqD6B1+y/Pjr9C1Tkvar99Mae+Lj4TYTv8TGvzHdlu5kbMPmeB9ZQJ+dIXh3XM6OFNe7JfW+3X3xG+CL76jvWXvweToN6E8VAELYPHII28zVGbN1IW8XiLvvA7qz9p0m9Ok/mh8azqFVXDNhOd5k+bahvOhw5x8ct+P+6/nxd/zcMy5wfD0vJd/4moPGofy6pj0lAPrWJVupTkz9+QhX2xXCO/gSAUDjd/xoVi07VKtK1SYDsXd3f7D7+UCCObbnPFVf7U3BvIF4f76bY12etwZ+ppMsHbOKqLcGM7eWF7EX1jPu8+ls/3IwdZxP3f2Y4Tdmj/0Jt3eH803V7ESe/pEvJkxmy8jPqf8Ab4Xfj15m2LCpdHO+xLbhY1i8vQ4jXxvEN+XvNR3dxNkFM/jOsTljZtUhFxfZNmYMeMZf5t5ENbly+5ev+GjyCgpOaMOged4s7boSr5HDrIFczBEWj/0J27j6ow7Mo9+URfimYRp8tkb3q/ck66asJvT1z/mmgRdcWM/o4bFQ2nr0/MJxTPy3CiNnDSEfN/lj+lg+n52DmR9UJOj7qUz81zfu2EW2DR/DVz+ViAvU0o/LS72ZlviBv89w3LEglfOk8WdPknuf7P3Q6yumJITiKae+p1cNtzd9xfCzhRg2fiAFnUPwnzOSoYtzM7/L8wTe537++28Y3QZM5S2PEPynj2T8xG95c+jnzO1nQ9jOefRZsIHak9uQD8BwkRv5P2XmvPjXdCY/lJ1ER18zf339Bd/btWPKvKq4BB1m4eDZLC/7VYqwPOyXeYw5mZ9PvxhM6bg+x1Eo4bjt1UMcaPQpM9t7Wd+bs9dwrE4vyp7+kdEbodv4mbwQ97zRs4sz98OqpDYIV0RERJ4FFo4fusmd+YE2FPXNRm5jLCeXB+Kz34yfrwO/vGBH2JFIWq+JBVLZMyG7A/07WCixJoJB2Y38WttIroIp/70VuvcmtVZGU7qgkZ9q22N7Noov98YA8Z99Yrm09Qa1Nph4oawDv5S3I+ZsFF9uCKHZuRg2d8mJ08VQpm6OoWprN6aVsufmgWD6bghhgJMdX9VwfSx3SVLS9HkReURevPjZZ3zwQh7ix0o65vblvWEDkox0emS5KtFm1Dz2nzzOnuWfUMn/W7rU7cOG4DROoTZXpHfnCiQeZ5q7ZRc6YWD37/4JO9pbYuvR4uU7YxCzFS0MwHv1q915bpFS1MRAeu/2dOXEHi5wg9U9XqHcCxUTvqr3Xg2Gy+w+YV2U4Oa+JfSMm15fuEhxyrzyEYuCYoEoaztnTxF9j+tNm9Mc/jmC8+263QlEAchLs+5+GGy2s/fQnWn5rm1bJAlEE1jy0P6lMnf+nL8kNYGirapaA1EA+5JUeMkh4Tp4oS0LWvnyS48qlHnlbXqNWMqv19N56vyFbaz9tzjVKjhCgcq8kvMEW/fFvbCn97HNqQZtalnHINoWeJUe/RpT5D7Hwvb8yv7SLekQtz6nY4kWtKsZyfodZx+opBpNW1PQwwDGfFSomZeAvx9kmfWz/H7EwGtNXyKXEetzq+RNOJq0JiPZXmlA3Zv+nEhtUzS7MrT7YjRd4up3qFyJKoZrXE6XDdTiHN/Hz5ZKvNEgbnxngarUzh3//jrJr3ugWbs3rCMZjZ5U7NKE4kd+5ZAJcr7+IdMHxa2/acxHxQq5HvAePYLwoyydvJsinVvfeb8+oEd9Pzx6DTc5uv88lRvFv6/c8Wnfk75Vc2Hi/vezUI261ufhjk/VUsR6V6PScw6AEZeSJSgcfIOE7QksxahTJ/41fZ336ruwa/8pwIhPt1FM6V7VOmrUozzVStly/nLy1+0mh/acp3SjZpSO77NWqSRnxHrXT/i+c6hcjZrx700nZ7JH3MD/7wuYTO74vDecmd0rKBAVERF5ppnpuiSMWglfoey+ZQZTKD/uN9PkJVeWdfaiXgVPmnb2ZlWVu3xONbpQprwTzzsCbrbUrOBJiRR7LISzeauJi6Uc+aFvbhpX8KRhay8W1ks85jCMNRtMlH3JlR+7WPtt2DoPq5rbs+tYJBuumSGfJ1Mn5udDX0ccsaFwbTc+8DQw3f+p2kr4maeRoiLy6Iz5qPj+UB7L1h5Rl/hr/Rb+q9aexvltAHvyVu3C4q8uU6zTIlb/dpsmDR9Dv5YceKWyyZC9+xPa1clckdG7lyULIBOJm1Ie0ukbjgytiQcQff0gX3XqwJ4nU+E9lcmVK/UDlsLk8kp5X/M6uN2jtbzUmbCaUyMv4X/4CH9u+I5+9T/HxW8Om0bXJT1WwDz/y14ulWlJBSNAPiq8nJcFm3Zxu2oDjJevEm1MPMbRiGfZingCYQfufuw2JixGpyRhjEduD64HBEO6VA1wjKVdZ2Ad95uLtiNbAk44u6R+tgkT9ieW8m7XpUkerxlogRSjV42YT3/PhMX7OBERv1ZmLtqmU+XWgmKI8shzl02tYkhxLe45yGe4SXCgGTxucXD6JL47Hkh4/PFy6VlcMuEn+X74XP5+dSBDKtzr/Zo60z3fD0+iBmtoaExSQGF8E96KabifaUwY7dydCL9m/aWJMfxvvp/xLb9cCCd++dMChZI/IwZMkMvjIb5PCjRnyAAPln03kz4zgjB7V6FHv06US7nCiYiIiDwzbPltcl6qJX/4WiyngJeKuic5t5SvPex/2IXYY7h208LrNRwSTXO3JW8hO4gfq3othv0p+gVXHyMd10Rz/qoF3IKYPy6ErokG+RQCyIs8QQpFReQhmYj99xyHjh3k0IE/CQgM43pccGKxcySXcw6KlK9EhSqlqVjkuaQfxNPi7//x/oAxnK3lyN7FbxG/amVw8I0Up+Y67M9pKsWNnrrEzg27U7Zn8wfTFhzijYTp5HBl1Xy+wcKL1XzwAC48ZKnpJXfpmhSwGcO0hb/xWlzgCRC2bwnjz5SmV7uK2J/YSwDwVpNqCcftoy9x3N8EteLaKVoSe5uv73q9aVOC8g2cKPjt1yx7p3qisPYSa2cvx2KuQ40KThD9KFeeutATa5gy/i+qfj2E+tXy4lOtMRXzN6DBuEVs6PsybXM96ojkY/y6JwT4hne7fpPwqB1h7D3/Co3zeGNvCk/yDFN4EBg9cLnHMSNGDKYITNzJkIKuBOHsnJ6rBJWl7bxZiYLKkywlgvCw1M82YiSqXCeWf1D1/k1fWMPY2f9Rf9QXDMhjjzWAXZk+ZcdzdsI1PJjU/0lqB8mvJfgGlyxOFHKO4a+vv2C9eyfGzKpINmP8mqzpW14C00W2TZzFsdoDH3p6/iO/Hx65Bi/y5LHhRuKbbQon3GTE2ZnHej9jgiPirvMi2ybO4596nzFzWD6MxK0jmuIZjrg4GwgPN5Hq1LZ7MYVjLlCLzsPq0BkT11ePp9/0TUz/vPFdwncRERF5ZmW3pSSw82wwH8fvB0AsJ49GQ5pnzsWzwdvdwPqAKCLqEReMxnLpXKINN73sqAJsStIvhPqbWISBFd4GTv4QStdoAzuHe1Hb3R5MoXw77jbtH7IqeTgKRUUkza7vXcLor/dx5i4bLRtiIgkMvkjgzovs37kWsKVQjbLcZfDavfm0ZWbnH3l9wWBeqbyJ1q3L4PzfAVZuOEx0oS70eDkb4EKDttn5eukIXm9zks4VnLi0cwWbz6Y+zffqIj/KH2lEm+oFrBst7bpCaKEujEu0UVC6yV+SOsDWkR/y2T9lyF2lK71fzn3v5/i0YnireXT+phPVDiers9YourSriHf5OlTkZ74f/AmlB7ak8PXtzB65kL2J23mhM1NfWk6PVK437dmlG68OGUndHR/zWf0abGz1Br5xGy1tDzRTceIgWrkbIDDNDd+XY/QZdu5ewtzKR2jSuhoFo07zww//EF2kGb6PHIiC5cCvbHeszGfTOyeajhzMoTGfsXTvvzRuVZW6EV+zfl8961TyC+uZMPoIVYYNon6JexyrWYsqq1ayeF8ZulTNTuyF9Xy7x46WQ0oBNuTNY8PiPQfxq1AVl6AAtu25xIPvGhXB7XALpNg8pijVXrAwft1OanxgXVP00P5LCWuKupSvSNm1a1l8qAQdKmSHoKOsWvwf1bo3SrnreUQ4t5zccXEGMHFr724OYOE1gNzeFDJsYPe+EMpWdSTk9A52XTHfo/wEV3xwAAAgAElEQVS71FuiKnVivmDJz3X5pIEXXNjHrivx37elqFUThn+7mkqDWpGPYPwXb+B4mVb09YjkaLgFp/w5cDECQQHsS3Sd6esau8dMYHulAY+0XqnLPd8PT6IGT3yrFGThph9pWqEV+YzB+M8ZyVd27ZjavTAx6Xk/DQFs+/UaZWtZ1xSdsyWMFz8uCZwjMNyBbM7WEbOxl/ez9WQspBgp6k7JmkWZsW45J3w7WdcU/fUkqZyYguXIYj5Y6cBHgzpROr0GZIuIiMhTLvmaouCe3wVfL1daVAnls52htLhh4v3y1jVF+xw1c/dfvBpwMAIBUSzff5MCORypVTTxlBNXGjYMI9/KSFpNuUKv2vbYnorkw/2x3AlaXWjeJJyJG+70GxO37mjtsk408bLhvB0QaeHf69EEYeLv/4Uy9qZFI0WfMIWiIpJmp47sA6wjQkuVaUCdBmV4vkAenJ3jUhVTOJGXL3L02Ha2bzrKiYgYzu398yF7s6fs4B/Y/sKXjJvyA8tn78HsVphXOk2ib9+m+DoYAHsqDv6OL/mUz5euYPZ+Vwq80oe1AwNp1Gle0ubMNfhsUTMuTP2CZbM3EWWfg7J+oxk7sHVcW+ksZ1NGz/mToI+XsHz2SeqU6/oAT3KjzoTNbK76JZ+NX8k3s6Owy+FL3UHjGdGlhjV4yteKr5cH8dmgWQx7Zw1mV1/eHPo1w3/6gN4J/xrIwasLt7Bi4VjGTVnHN39acC5cl17LPiHs7X58ltZrydeUBbvzsmjkBGb8MJc90UaylXuFT6YO4r3q6bUHfEp2L/RnzeqCfDZiKpsXziXKPgfP1/+EL4d25vn7P/0+gtm/8Sh5Gn2WbH1Gdyo0q868Wds47deZtp+1ZM6UYbw714TFKS/1evWLWzO31D2O1eD/7N13VBVHG8Dh36UjVVHA3lAQULH3qLHHgjWJLXaNJZZE0VhS7CKK3dj9LEmMXWPXGLsIdkVAjSKggPTe7/fHxSsIKFZQ3uccz8G9u7Mzu3t3l5d3Zr79MY5Ny3+m/5r02cbHTOCL9MHaK/YZSMNfNzBy8Ea0jGxoWbEIuUrgtaxKi4r7WDd6BHfGLGNIptkwtak4cCR9l69i8vC/QLMsXzWu9HyWK8sW/DBBqarTCtWM8k0GjMoaEAWo3IWJ9VyY98MYlqOJbcum2PIgPXPTHsdhdsxe50T/NZpY2NXGxkyR6UU0d/WtyJcTvmT1opn0/ysZPUsrrI0V6mF6yw6YxIT1y5k1fLh69vlZ36kmzKk5oCce8xcy5HAyWkZV+bqqBYqIzJmY78S1/azzSwK/mfTf/XxxYvXB2U6KlCPjl18PH6IOpu2+4+eQxcz/bnj67PPd+GVU9Vcez9emLEnRB6sYsfExcRhRrcsIethoAhVx/LY+Lkun0H8j6JZvRpcKGtyKistShEHTQfz4aDELfxhBrJYRDSrmbsIBRZ1+/HR/BasmjlDNPm9ZlbEj20qWqBBCCPFJU40pmlHXDlrsbKGLTc+i3DcP58fDibS8lYhDEU02tNCm+YmcxsnXp2kPfUYvi6fXH7EM6qxN44qZ1zBsWISzqGafb785mWrmWmzurEOtPc/enDQp0cKMs/qq2edb3kpUzS7fwYgf02eXt+lszN7oKH5cFk5foIuNNr2LKJjyjo+MeDlFZHTMO56tQojcCwoKwcKiaF5X46ORlpZGWloaKSkpJCQkEBUVib2t7Qfae8axCwvTpP8wvm5cNlfZnwmP3Nix/H8cD1XdbhqPWJZlpmEhhIBgzkz9lVsdlzC8ntwjPkqBJ5g1xQvHdSOxf/XauXdtHX1/N2GBc3fM32W5QgghhBCvKzmee49SKFnRSD2uaMypIIz2pHDSuSTN8vkMj7c8PTE2NkFPTw8tLS00NDTQ0CiY87AXzFYLId5KvSEzGJTLgCiAXpl69Jk3lGbvtVZCiI+PL0e+n8leb9W85Ynu+9j5pDTVbOT1pKBLOr+UcQvP8jQZ1Xiqe69gaG0rAVEhhBBC5LnQ05G0WhZBt+VBnLgSxpHtT+izJ4nGNfWol88DoiIz6T4vhMglfbT1FRCvxG3NKNzWvGk5emjJLMBCCADK0nRkfVWX8qj0LuVjx9HI5D0MZSE+KjoNezPUazk/D9+aPnRCd34d9KF6RgghhBBC5MwsY9f4zUmgBeMa6rOxhxnvckpV8f5J93mRp6T7/OvJ2+7zkHj7L+YsPcnDHCZYejVNSnw2lCnfVHuzSZeEeMe8vO+qf7axrpTjskeP/IiLV410WaZ0SQoVKpTrZSEhoYSEhgFQ1KwIRYua5XpZXFwcj/wCACikr0eZMqVzvUza93zZm8pPx+9DHatPvX1CCCGEEAWddJ9/TjJFhRC5pmv3Jb/89mVeV0OId2bu/IXqnzeuXZnjsq1/bsfbRxVgmTRhHDbWlXO97My5C+zdfwAAx47t6eLYIdfLHvn5M3e+KwDWlSvxo9P3uV4m7Xu+7E3lp+P3oY7Vp94+IYQQQgghnpFMUZGnJFP09eR1pqgQnxovbx/1zzbWlXNcpsqAiwegTOlSGbLiXr1MlRUXCkBRM7MMmXKvXqbKivMHoJC+foZMuVcvk/Y9X/am8tPx+1DH6lNvnxBCCCFEQSeZos9JUFTkKQmKvh4JigohhBBCCCGEEOJNSVD0uYLZaiGEEEIIIYQQQgghRIElQVEhhBBCCCGEEEIIIUSBIkFRIYQQQgghhBBCCCFEgSJB0ZdQRD3BL/HVQ67eW9+TKScisi8j+gyzO6zm1ruunBBCCCGEEEIIIYQQ4o3kGBQN/GcNEwd+jWOnznQfMJ3fbgS/9c40vTfTZvpxIt+6pA8hkdsbnJh5yD+vKyKEEEIIIYQQQgghhHiHtLJbGH5yHuMOVWbqyj+w01WgEXKL36aNwXX0FsZV0fzQdcwjutiO2cyqvK6GEEIIIYQQQgghhBDincomU/Qe+1c8oetYR+x0FQCkFbWnz5cOHNzrTgJZu4u/mAEa+M8aJvXugmOnL+k3fTf30rfpMGEneh7L+KbjrxyOUr6wbh+GzN3N7fTu6prem2k7ZRMn985lcI/OdOo9gcXu9/FNX79Tj0FM23MvS+0VSW4s6LCcy+olibg598H1TioAMV4HmJWeAdtzwgouhGTc31r2LxrPl+nd3TO3M5BTKyfTt1PnbPed+uQyf88YxpcvlJvlgAecZpVTvyz7z+m4CSGEEEIIIYQQQggh3q0sQVFF9BP8422pUjLzR4WaT+TYpProvaJAzYcHmbIZ+q7fxd59m5lW6l/GrLiN1cA/+Ht+NxJqj2LT/p9pa6wgxWMxo/56tu46pjn4MHneCXVwVffGA0KrjWHt9j3s+qkaN2f8wJqEtszdupv9W0dRZusy9gekZdq/UseBzz87xZnrqiCoIsmTs5ca0KqKJhqhx5k59TK1nX9n7749rGwRzS8rMu7Pg/ufO7F55xDsX2jXvd+c+J92b9bs28P+LZOotG8qK9MDrQC3zv5Heaff+GvfNuY1icpUrvrYJl1l/tg/SBvwG3v37WFt5yTmzztA8EuOmxBCCCGEEEIIIYQQ4t3KEhTVePwQt7coUGmkQ7HoJ3g9CAF0sRq4mF2DbLNZM4bLh8/SePjA9IxUXcq0/ZphD//mdHqgM6FOI1qV1wdAy7oBnylr0rhxKdV+dCphXT0A/6gXMzJ1qd2uDfvO3QAg+cZp/vm8GfZAmllLft06jTZFVc0uUrshDS79h1/6lonVutGrmjm66RmyGVkNWMP6wXboAUrdSjRsrMD/cbT68+o9ejxvR6eOdHc/x9UX6hbjfowDzYcyvIqqTQaNOtDZ6wpXopSvcdyEEEIIIYQQQgghhBBvI8uYomklylGPO29cYJpZS2bMN2DrX3MZPM2f5Kpf4zS2M3a6WddNBHR1Mi4xw7BCALejlC+ZAurVUqs2peecI9waUQMNj8t0aD5K/Vn4ubW4bjmBV0hC+pIv6J7+k1JXQTbVBECR+Ij9i5aw7ZwfUenL7MfkVANddFGQ8MJSRZISo8O/4ng440IdHAPSSKuS++MmhBBCCCGEEEIIIYR4c1mCokqj4hTT38mdgDTsM3Shjzs5D0e3puyfVP8VRSaSWr4B/Sc2oD8QeHge/Rad5q+fmlLkhTV1gcSkjEtCifnPhGK6Ckh+wxYBYEXzz+ZwwP0c+hc70+pb1eRQmt7rGXGoKDPSJ5BSRJ9hVs/cBIBDOTbzZ652dGXzRAtANd7ohhzXTyQRZZahBpQ6CiI7zeLfwXbZbpPTcTPJVZuFEEIIIYQQQgghhBC5kU0+phXdRxRnx7pD3Euf9Egj5BZb/rpHV8c66AElyjvgcc6DYABC8Th5Xr21pvdWek14PmHSi4FBzZCo9LE2DanVtjFnV65Xrxt48k/WmnXmswpvkSaazrp5M9ydl3C8czWs0pclRkcTa6SDka4CSMT33Hmu5aq0GJJCClHM2AhQHY9/3BMzrXF9+/b0diTyaN9+dtRpRA3jzN3wDas1pfXJjey8Ew+AIvEu+9aeUI0p+orjJoQQQgghhBBCCCGEeDeyZIoCFG4+kcXKNbgO74lXSAIGJRrQbawL3WxUGZeFmvdjyqWfGdVpGWlmNenb2Zb0CCmp1gNZ1MKVFQO7cidaG9ParZk74jNMgFTrBozUm8F3HW8ybutPNKs9hmVRa1g0sCt3og0wb9iNGTPbY/4OGpZq/Rm9jE4RV63C88bW7sNc9wVM6bSGSKNKdOzTBAf8SHxJOSpl6fhTV6ZPH4hjSBomDfvRp7ohHonRgCkA9o0r8MD5W351D0LTugNzp7XIkuGpNKrHVOdEVi7+FkevSLTNatJz4hjMX3HchBBCCCGEEEIIIYQQ744iMjrmxZmKhPhggoJCsLAomtfV+GikpaWRlpZGSkoKCQkJREVFYm8rE3IJIYQQQgghhBDi1W55emJsbIKenh5aWlpoaGigofH2PbY/RgWz1UIIIYQQQgghhBBCiAJLgqJCCCGEEEIIIYQQQogCJdsxRYUQH4+7933zugpCCCGEEEIIIYQQHxUJigrxkatUsWxeV0GIT97d+77yXRMfNbmGCy459/mTnJf8Sc5LwSXnXhQktzw987oK+YZ0nxdCCCGEEEIIIYQQQhQoEhQVQgghhBBCCCGEEEIUKBIUFUIIIYQQQgghhBBCFCgSFBVCCCGEEEIIIYQQQhQoEhQVQgghhBBCCCGEEEIUKBIUFUIIIYQQQgghhBBCFCgSFBVCCCGEEEIIIYQQQhQoEhQVQgghhBBCCCGEEEIUKBIUFUIIIYQQQgghhBBCFCgSFBVCCCGEEEIIIYQQQhQoEhQVQgghhBBCCCGEEEIUKFp5XQEhRP5y+/Ztjh07xuPHj19ru8KFC9OpUyfs7OzeU82EEEIIIYQQQggh3g3JFBVCZLJ3797XDogChIeHc+zYsfdQIyGEEEIIIYQQQoh3SzJFhRCZREREAODs7Pxa2zk5Ob1RMPVTk5CQwLkLF6lTqybGxsZ5XR2USiVXrl7DxMQYq4oV87o6IhdSU1P5/c9tPH0awvBvh6Kvp5fXVQLg2vXrbNryO6NHjaBc2bK52iY+IYGVv62mWLGi9Pr6KzQ1Nd+qDg99fVmybAXf9OmFQ/Xqb1WW+Pjlt/utEEIIkRvyfi5E/iGZokKIfC86JoYly1fQsm17mrVsw/iJPxKQTwOwD319Wbp8Jb6P/PKsDm7u7vTuN4Cw8HDi4uLYtGUrJ0+dzrP6FDQREREMGvotvfr2JygoOFfbuLguUp+z1LQ0Hvn589+DB6QkJ7/n2uZsx87ddOjclXv37wMQEhKKt89doqNjcl1GSnIy/z14wCM/f1LT0l67DmHh4fTuNwAX10UAREfH4O1zl5CQ0Ncu6035+/vj7+//wfaX1+R+K/KzoKBgevXtz8JFS1Aqlerlbu7u6vtVxp8Lkq1//Jml3fEJCUyYNBkX10WZfv6Y5Zfze/PWbYYOH0nTFq1p79iVrX9sIykpCVA9PydMmkx8QsJLy3j2jHNzd/8QVRbvUGxsLGO+H5+r8/xMxutC3s+FyD9emSkaFBTyIeoh8ikLi6J5XQVRwKWkpLB0+Qq8vH1wdXHG1NSE1WvX8+uMWTjPnY2piUleVzETG2tr9uzYltfVUDMwMGDxQpe8rkaB8t+Dhzz09SUlJRVvHx8sLMxfa3sdbW2mTHJ6T7V7cy1bfE7LFp+/1jZGRkYsW+z6zupQ1d6OA3t3vbPycmPbNtX3+Ycffvig+80Lcr8V+Z23j486SB8c/PS176+fqtjYWC65exAZGYXbJXfJPHvP/AMCmDFrDrVr1WTm9F94+NCX2fPmo6ujQ/duXfK6euID8PP3x+fuXQB8fX2xsbZ+re3l/VyI/OOVQVEJigkh8tK9+/e56HaJX6ZNpaq9ahKnb/r0YsKkKTx86Ev1alU5ePgIa9ZtICIigtatWjB86FAKFzZlx87d/Hv6NJUrV2LX7r1YWlow89ef8fMP4LdVa1js6oKlhQU7du7m0JEjLHCei1IJK1ev5uixExQtasYkp/HUrlmTHTt38+f27dja2JCQmMiPEyfw1/adbN+pCtD06fU1fXr15KGvLz/9OoPpP0/DqmJFPK5cwWXhIp48CaSGQ3Um/DCOkiVK4ObujuvipbRu2YK/duxCU1OTaZMnUb9e3Uztv3vvHvMXuOLtcxdDQ0NGfDuUL9q2QaFQ4HHlCnOdXXj6NIQ6tWvxo9N4Tv57msXLlquO04BBzJ09k/9t2kK9OnXo3q0LsbGxrPhtNUeOHUdXV5fBA/rTscMXREVH893Y72nV4nNO/nsa30eP+LJ7N4YOHoiWloy0kltKpZJ/T53G2NgYbS1tTp89R6OGDdDU1ESpVHL2/HkWL12e6Zxt2LSZvfv+BjKfs8dPnrB00UK0tbVZvnIVh48cRU9Pj55f9aB3z6/V56xUyZJERETg5e1Duzat+W7kcAwMDDLVyd3jMs4LFvL0aQjWlSsxyWk8FcqXZ8fO3WzcvBkba2s8Ll+hbJky/DxtMleuXFNfRwMGD8PFeQ5+j/xZvGy5+uctf/zJ582bcvDQEXR1dfhu5Aj+OfkvFy66UbtWTX6cOAGA78Z+T4nixZn+y088efKEWXPm4XP3HhYW5oz5biSNGzbE1/cRCxYt5sbNW+rrvH69uowe9wOPHvnx6JEfQUHBdOzYnilTf2bMqJF079aF4OBgnBe44u5xmcKFCzNk0AC+aNuGSx4eTJ76E21ateLUmbOkpqby3Yhv+aJdWxQKxYe/MD4SBf1+G/D4MfMXuHL12nWKFSuqro9SqXxpu3fv28fSRQspUrgwLq6LCAoKZuyY73CaNJlKVhW5ecsTp/HjsLe1ZfnKVRw8fAQDAwP1/RxQ3xtCQkL5om0bRg4flul7LFRDi5w+e46mnzXhwYOHb/RHp+yem2ZmZoSGhjLPZSGX3D0oWtRMfW+65OGR7bVjb2/HpMlTqVO7Fv369iE0LIyx30/gqy+70+GLdu/pCOTM99Ejnj4NUd3/3D3o3Knja10/sbGxOV6b2V37evp6/PTLdEqVKsnDh75cuXqNpp81YeL477nkcTnH77ypqWmm/XreucPkab8we8Yv2Fapgtsld5xdFrJg/lyCg5+ycPESAgIeY2Fhrv4+ZuTm7s6MWXNYtGA+VhUrZvo+FtLX53+bt7J95y50dXUzvT+9rcCgIOITEujSuRPmxYphXqwYI74dSnR0NM4LFrL/74MADB42nCWuC7h//78sbTE1MWHsDxOIjIxivNOPjBk1EiDb+8n0X34iLCws2/uTyBtul9ypXKkSKSmpXL5yNVNQNLv7TMZ3vcHDhuM8dzaLFi9Vv5/ndA8Kj4jI8f08JSVFfY3D82ejvLcL8Xqk+7wQIl8LCw8HoHDh5y/Slays2LNjGw7Vq3H9xg1WrlrNmFEj2LxxHWFh4axau47U1FQAvLx9qGRlxcZ1qylsasq+/Qewsa4MCvD1fURScjI3bt6kVs2aGBgYsHL1aiIjo/hjy//o3rUrCxctUXeBfvo0BNPCpvTt3YvzFy5y7sIFNqxdxRLXBezas5fzFy5mqvsjPz+c5y+kc6dObP9zKyWKF8fZZSGxsbEAPHkSiJaWNhvWrqJWDQd27t6TqQtOcnIyt2570rZNaw7t30Pf3j1Zv+F/+AcEqMvu3rUrf27dhKamJmvWb6RL5064OM+hTJnSbNqwjooVKqjLUyqVbPn9Tzy9vFjz23J+njqZTVu3Zqr3rduezJz+M2NHj+Lw0aM89PV9x2f00xYc/BSPy1do0qgRzZs15erVazx+8gRQZTjNnuuMQ/XqOP0wjnv3/2PN+o0MHTSQtm1aU7JkCZYtcqVsmTLq8lJTU/nfpi0cP/EP3w4dQudOHdi4aQtHj59Qr+Pn708Xx060atmCQ0eOcsfbO1Od/nvwkNnz5lO6VCmm/jiRhMRE5jq7EBEZCUBkZBSWlhZM+H4skVFRLF66nGbNPmPIoIEYGxuzeKELNRwcsrQ1PDyclJQURg4fRmpqKnOdXahWtSpf9ejGJXcP3C5l7g4Yn5DAylVrMDQ0ZNOGtdSs4cCixcvwuXsX1yVLiYyKYsXSRTRqWJ/1G/5HTEwMs6b/QsmSJWjbpjXTJk9CR1s7U3muS5Zx7/5/OP0wjtq1auK6eCnXb9wAICkpmZiYGMZ+NxJz82Js27GTyPQ2i+wV5PttUnIyq1avpWTJkhzav4fuXbuw0FVVn1e1+2V87t5jyMD+VKxQgS2//8kdb282rF3F+HFjWLNuA94+PnjeucMC1yWM/HYYG9au4o63N3v27X+7k/kJevzkCVevXadt61bY2dly+uy5XJ2DZ3J6bsbHx7Nk+UoUCgV/bPkfgwb0Z4HrErx9fIDsrx1NTU3q1K7FrduexCck4OfnT2JiovqPCR/a6TNnKVmyBG1at8LfPwDfR49yve2zd4Psrs1XXfuXr1zl26FDmDX9Fy5fucqt255UsbHO9jtvkk2meZkyZShVsgSenl4AXL12DRsba0xNTPDy9mHwwAEcObCPBvXqsWr1OqKionLdpr927OLipUus+W15pja9C+XLlsW8WFFcFy/F844XKSkptG7Zgm5dOuP0w/eMGTWS+vXqsnbVSvT19LJti3mxYmzasI4yZUrj4jznpRmmL7s/iQ8vKiqKs+cu0KRRIxo2qMeFi27EpD9rcrrPjBv9XabrokjhwurykpKSXnoPguzfz0+eOv3KZ6MQ4tUkKCqEyNceBzzByMgo25dpgItul6hiY0P9+vUoXaoUXbs44u7uoQ5EWViYU69uHcqVLUvFihV4EhiIkZERVe3tuXrtGtFRUdx/8IBaNWsQGBTE5ctXcezUgeKWljRr2oTU1FT8AlTjCZYqVZL+3/Slqr0dGhoaREVFExERSeVKVmzasI46dWpnqtttzzvo6urSquXnmBcrRpfOnfB95Mfde6pxsIyMDGnYoB7FLS2pVrUqj588IT4+Xr29trY2XRw70bWzI4UKFaJ2rZro6umSmJjIbc87aOto07pVC4pbWjJ4YH9KFC9OYmJijscyOjoaj8tXaN+2LeXLlaNO7Vo0qFeP4yf+ISl97Mr6detSulQp7O1sSUtLIzQs7M1PXgH0rGtnjRoO1KzhQEhoKNdv3ATg+o2baGtr07vnV3zRri3fDhlEubJl0NHRQVdXB01NTYxNjDP9hT8mJoZLHh40a/oZPbp1oU/vXtjZVuHU6TMkpAd0atZwoG2b1rRq+TlpaWk8fJA5kH3j5k3i4uIYMmgArVq2YEC/b/D2uasej83ExJjOnTrS/ot2tG3dkgcPHxIdHU0hfX0UCjA2NsoUjHzGyMiQTh3a07LF51SxsaGGQ3UcO3WgZYvPMTIyJDYmNtP6qamp6utbT0+PcaO/Y93qlVSsUIHFC13YtH4tdra2VLaqRPDTpwQGBWFsbIympia6ujoYGxtnyvAJDAzktqcnXRxVdR88sD9mRYrw76kz6nXat29Hq5YtqFbVnrCwMEJCP9xYpB+jgny/fSYkJISExES6dunMiqWLMDMr8sp2v0xXR0fatmmNjrZ2pvtvo4YN6N3zKxISEjhz9hwVypejfr26lC9XjmafNeHGzVuvde4Kgus3bqKro0PFChWoV7cOHpev4B8QkOvtc3pu+vn7c+u2J107O6quxc+aUKF8Of5NH+svp2unTu1aPH7yhJCQELx9fChbtgzm5h++O39ERATuHpdxqF6NypUrUby4Jf+eOpNpzNWXefHdIOO1mdO1/yQwEIBqVe2xrlwJW9sqmJqa4OfnT7GiRbP9zmeXoWloYECd2rW4cfMmkVFR+Ny9R43q1TE1NeWbPr1o+XlzChUqROPGDYmLjyMll0HwmJgYzpw9R9vWrVTvO3VqU6pkCe54eb9641wwMzNj+i8/UaRIEUZ8NwbHbl+yc/ce9ZiiGRUqVOit2pJRdvcn8eHdu/8fQcFB2NvbUsOhOg99ffHxUXWlf5P386Dg4JfegyDn9/NXPRuFEK8mudVCiHytRMniREdHExkZmemvqs/ExMZiYWGunqG7SOHCaGlrvfTlQ1NTk1o1a3Dg4CHs7GzR0dHByqoi4eHhJCYlMvHHqZnWzy4TpXnTz3j0yI9x453Q0tKia2dHvunTK9M6sTGxWFpaUKhQIQBMTU3R09MlMSnnur0oY/f5tLQ0TEyM1WWXKF4cfX19QJXNVcnK6qVlpaSmEhcfR+kypQBQKBSULFmSa9evv1a2jcheamoq5y+6UdTMDKuKFdDW1sbSwoILF91o3bIFfv7+6oCTQqGgbZvWrywzKiqKqKho9PR00dTURFNTE319fdLS0sjdr7vg7x+Ajo42Ojo6ABQqpNo+u3Ne1Kxojp+9LUMDA4YOHsjsefP5smcfjI2NGT5sCF+0baPu9i2qT7UAACAASURBVBwQkPsJfcLDI4iKisagkKqLqI6ODlraWqSkprxxHePj41mxYgVfffUVpUqVynYdf39/tm3bxogRI9Tfv09FQb7f6mhrM2zoYOYvcKVL968oXtySkcOH0bhhwzdq94tevP/q6OjQo1tXAI7/cxJ3j8u0/qKjev0Xu/YXdElJSVy46IatbRWKFlXdYzU1NLh563am7PqXyem5ee/+fXR1ddQBJl1dXcyLFVNnfuWkVMmSFNIvhOcdL27f9qRenTrqa+RD+u/BQ4KCg6nhUB1DAwPs7Wxx97hMZGQkurmoz6uuzXf1nc9J9WrVOHr8BF7e3oSFh+PgUE097MuzLucAZcqUzvUxedamZSt+Y9mK39TLm332Wa7LeJWSJUow89efiY2NVQ8xkJCQQO+eX2da723bAi+/P4kPS6lUctHtEmVKl6ZUqVKkpaZS3LI4F90uUcOh+hu9nycmJr7RPSg3z0YhxKtJpqgQIl979ot5eHiEetnde/fo2KU7HleuYGhgQFBQsLobZFh4OCnJKejq6r60XHs7W2JiY9m772+sK1fG1MQETU1NtLS0cZk3hzMnj6v/1atTJ8v2qamp9On1NUcP7mfm9J85ePhIlhkkDQwNCAwMIi4uDlBlcyQkJKKr8/K6PRMbG8uyFb9hXbkyxw79zYa1qzA2NlaXnTHTKfjpUzyuXMk2S+EZLU1NCukXwu+RKhNLqVQSEBCAvp4empqauaqTyNnTkBCuXr1G8NOn9Orbnx5f9+bxkydcv3GDR35+lC5VSh1wAvD2ucuVq9dIfskM88bGxhgbG5GWmoZSqVRnW2poaJDbUdFKlSqJUok6ayguTrV9duc8JDQkx8/eVkpKCmVKl2bDmlXs3PY79evVYfXadVy/eZPFS5ZjY12ZE0cOqsdVe5XChU0xNjYiNU0VREtKSiIlOQUtzbf7e29cXBwuLi7Zzjjv7++Pi4uL+jv9qSnI99u0tDQMDAxwnjubIwf28UXbtixashz/gIA3bndGL95/U1JSuH7jJn7+/mhpalG/Xl2OHvpbfRzmz52d67ILgkd+fly/cYMjR4/RrGUbevXtT/DTp5w6fSbXMz/n9NzU0NAgMTGJ0FBV5lViYiLBT59i+IoxOY2NjalV04EDBw/h+8gPe3vbt2vkG3g2jnVkZBTDRnxHk+Yt2frHNu7d/w/v9My1V3nZtfkuv/M5qVC+HAaFCnHw0BFMjI0pbmlJcPBTFi1ZRudOHTl14iguznNyeURUNBQKNDU1GTNqZKb7y7uaBOng4SN8P2EiEZGRGBgY0L1rFz5v1pRr129kuR7fti3w8vuT+LDCwsO5cNGN6zdu0q6DI+0du+Ll7c2Fi26EhYe/0fu5rq7uG92DcvNsFEK8mgRFhRD5WoXy5anh4MCipcvw9rmLn78/m7b8TnFLC6wqVqR+vbrc8fLi31On8fP3Z9fuvdSqVYPilpYvLdfC3Fw1Accld+rVrYOmpiYlS5SgerWqbN+5Cz9/f7x97jL151/V3cQy+n3bX4yf+CNBwcFYmJtjbGyUZR072yokJiZy4OBhngQGsnvPPkqXKknFCuVz1fbU1FTi4uJJUyqJiIzk/AU3oqNjUCqV2NlWITkpmaPHTvAkMJAFros5fuKkOpiVmJhIaGgoKSnPs+aMjIyoXasm+w4cwNvnLu4el7ng5kbzZk2z7R4tXs/Va9d5/OQJX3/Vg7mzZjB31gwGD+xPdHQMbpfcqV6tKsnJyWz9YxsHDh5i4uSpHD1+Ag0NDbQ0tQgLC+Ps2XNEx8SoyzQ0NKRu7docPX6Cbdt3smXr79z2vEPTz5qgl8uMpGpVq6Ktrc2K31Zz7PgJNvxvE9aVK6lnJ46MjGLPvv0cOHiIw0ePY125MpaWlmhqaRIdHcO58xfeyTAKMTEx/OA0iV9mzCIlJZVixYqRlpZGYmIiSUlJhISEcvnKVS5fvare5tkvtj7pAeS0tDT1Z5aWltjZ2vLHtu0cOHiItes3EhoWRrOmTd64jvr6+owfr5p45cXA6LOAqJmZGePHj//kskShYN9vY2NjmTh5Kus3/o+0tDRKlyqJlpbqfvqydpcuXYqIiEj+++8B3j53c+z2/uz+e+DwYR48fMiZs+f4efpMYmNjada0ibr80NBQtvz+h3riDKHidskdAwMD1q/5jb27trN313amTHLC844Xvrkc+zqn52ZxS0vs7WzV1+K/p8/w34OHNGnc6JVl1q1Th9uenhgZGVKqVCnCwyPYs28/kbkc+/JtPRvHekC/vurjsm3rZqra23Hy1OlcZf2/7NrM6dq3tLB4aZkvfuc1NDS46HYJN3f3LOsaGRnhUL06/5z8l5o1HDAwMCApOYnExERSU9MICQ3l1KkzKNOUKDM8AwDMihRBQ0ODe/fu4+fvz8VLlwBVwLpRgwbq9x0/f39+nTn7nXWfr1C+HN4+d9m5aw/BT5/ic/cetzw9KV+uHHrpAePY2FjCw8NJSEx4ZVtCQkKJT0jI8X7ysvuT+LBu3/YkLDwcVxdn9XfO1cWZsPBwbt/2fOX7+bPrIuP7jIW5+Rvdg3LzbBRCvJoERYUQ+ZqOjg7jvx+Lva0tI0ePpW//QcTHx/PztCmYmphQvVo1hg8byqo16+jbfxBFihRm+NChr5x5UUdHhxrVq1OieHHVpADpy8Z+N4oiRQrTt/8gvp8wkVo1alCsaNEs2/f66ksqlC9P3/6DGDB4GI0aNKB508zdssqULo3ThO85ePgwX/f+hsdPnjDJaTxGRrl7aTE2NmbY0EG4XbpEr779uXfvHkplGk9DQtRl79i1i697f0NqaipDBvZHU1MTqwoVMDMz4wenSZmyCBQKBX16fU1VOztGjh7LrzNn803v3rn6xU+82tlz5zEvVoxOHdrTqGEDGjVsQNvWrSlZogSX3D0oVbIkkyc5ce36dZwXuGJVsYL6nHVo3w4TExPWbthIaIZxLzU1NRnQry+tW7bgt9Vr2LPvb/p/04fWLVvkul4VK5Rn6uSJ+Pn7M3POPPR0ddUz34IqEBgYGMT8hYswSe/Srq+nR6OGDbCzs2X9xk08ePjwrY+PqakpY0d/R0hICF/17svxE/8wZtRI6tauzTd9e/PgoS8z58wDQENDg7i4eExMTOja2ZH/Hjxk2/YdmYL8+np6jB83BquKFXBe4IrH5SuMG/Md1atVe6t6vhgYDQ0NJTQ09JMPiELBvt8aGRkxcfz3XLlylXYdO7P8t1WMGvEtpUqWfGm77e1sadKoIT84TcLZZQGlSpbMtvxn998q1tYMGDwMF9fFDBk0AOvKlalerRoTJ/zAug0b6fplTzwuX6Fhg/q5qndBccndg3p16mBVsSJFChemSOHC1HBwwMTYmMtXrr66AMjxuamvr8/okcPR0NCgb/9BrNuwkR/Gjca2SpVXllm2bBlKFC9Bndq1MDQwwD8ggM1b/yAwm+D+++Dt40NMbAyfNWmsPi4lShSnQf163LhxM9PzJCevujbfxXc+OSWFI8eOc/pM1smxFAoFtWrWwNBQNb4oqIYmGDigH7//uY0Bg4cRFx9HXHy8ejK4Z8qVLUsXx07Mnb+AceOdMCtSRF1mv769adSgASNHj2XA4GFYWlhQvlzZ1zm8ObKuXJk5M3/F7dIlenzdm5GjVffNvn16qdpTqwZBwU+ZNGUaxkZGObbFJD146+yykMNHjuZ4P3nZ/Ul8WOcvumFbxQY7O1v1d66KjTVWFStw/qIbJUuUyPH9PON1kXHSMB0dnTe6B+Xm2SiEeDVFZHRMboclE+KdCwoKwcIi6y9AIntpaWmkpaWRkpJCQkICUVGR2Nu+2+5aTk5OADg7O3+Q7YT4GNy970uliu/ml6n8ZMfO3WzcvJlFC+arM0eFSnx8PC4uLvj5+QFQunTpjzog+qlew+LV5NznT3Je8ic5LwWXnHtRkNzy9MTY2AQ9PT20tLTQ0NBAQ6Ng5kwWzFYLIYQQQrzEs4zR0qVLf/QBUSGEEEIIIURWMvu8ECITU1NTIiIi1Jmfr6N48eLvoUZCCJE3ngVGn/0shBBCCCGE+HRIpqgQIhNHR8c3Cm6amprSunXr91AjIcT70r1bF/7es0u6zr+Evr6+BESFEEIIIYT4BEmmqBAiEzs7O+zs7PK6GkIIIYQQQgghhBDvjWSKCiGEEEIIIYQQQgghChQJigohhBBCCCGEEEIIIQoUCYoKIYQQQgghhBBCCCEKFAmKCiGEEEIIIYQQQgghChQJigohhBBCCCGEEEIIIQoUCYoKIYQQQgghhBBCCCEKlHcaFFVEn2F2h9XcestyNB8eZNbAr3F8B2UJIYQQQgghhBBCCCFERlrZLVRE3WX/yiVsO+dHpK4ZVs17MmJQC6x0FR+gSr7sn76LIhM2sLeK/gfYnxAfJ8MGzTAEwvK6IkLkM0X87uZ1FYQQQgghhBBC5HPZBEV9+XuiM/cHzGLzRHMgkUeHFzF2agK/ze+A+XuvUjIhT8tQvqTee9+TEEIIIYQQQgghhBCi4MnSfV4R/Yjrfg40rvss/KlLmbbdGJR4l/tRSgBivA6ourd36kzPCSu4EKLMtnBF1F3+njGMLzt1pvuA6ez4L039WeA/a5jUuwuOnb6k3/Td3CO9+32n8exUXGFlny40W3s7Szk9Bjqx5EyQupx763vy47q9LBnTU72+5sODuAz/Rl2/Uxnq93y/ffh+hRvBb3X4hBBCCCGEEEIIIYQQH5ssQVGlUQ1a1L/A/Cm7uRYQlb7UivZLxtHAWIFG6HFmTr1Mbeff2btvDytbRPPLihNEZinal78n/sSFhtP5a98e/pxYCw+nldxCFbScshn6rt/F3n2bmVbqX8asuI3SqAmT97nQTVmT4Vt28+9guwzlTOWvfXvYsegb9H6fyso7qeo93XT3p8m0DRwebIci2o0Zkz2wcVrF3n172DzYiD/Hq4KuKR6LGfXXs/3+xlcxS5lxMChLzYUQQgghhBBCCCGEEJ+ubLrPG1Jv6m9M/2cn26cN5adog0xjiqaZteTXrS3QTR9ftEjthjRYdgc/wDRDKZreF1mv1RvXFhaqHdk05QuHjZy58y3VzHUoFv0Erwch2NkUw2rgYnYlZp9t+ryc0gAoje0Z1MeOVidvMLxKDQBsenSnRlFVd/uYG6c4+nk3JpdXjUeqZf0l0yY9RIsYLh8+S+Phf2KnqwAMaejYhp+23STyCwtM3v5YCiGEyAd+meOS11UQQgghhBBCiHypu+MXeV2FfCPbiZbAkMqf92PK5/0g8Qm3dyxj4ugo5q3qihUQfm4trltO4BWSkL7+F3TPUkYSKb5/8F2ntZmW2jWNJq1KS2bMN2DrX3MZPM2f5Kpf4zS2M3a62dUliZhiZpmCljpFzdAOCVVnp+ryfMPHofde2F6XEjbWQAxewMlp3TiZ8VPtLviBBEWFEEIIIYQQQgghhCggsgRFYz3WMvFMVWaNq6cKFOoWx673ABz//J17UV2wfrKBEYeKMmPlH9jpKlBEn2FWzzvZFK2DRtWRrJrVKpvJmRJJLd+A/hMb0B8IPDyPfotO89dPTbMJTupg+DSBSJ4HLpNCQknTqUR2MdQSZlZkGSg0MRF0QRdoO28nw6tovvSgCCGE+Hj98uP4d17m3fu+VKpY9p2XK8SHItdwwSXnPn+S85I/yXkpuOTci4LklqdnXlch38gypqhhtVqUP7+RDTeeRxbDbp7ioq4ZpYwVJEZHE2ukg5GuAkjE99x5rmVTcKp1Lb4K283GM/7pSwK5uG4vtxOVaHpvpdeE3dxO7zL/snnmU63rMzBlK6tO+AGgSLzLli1ufOFYJ9vtDKs1pfU/OzkaoJrUKcV7M8PHbOMWhtg3r8Pp9fvU+03xOsDqEzKmqBBCCCGEEEIIIYQQBUmWTFGlTg3Gr/ue/Stn0HeqH1EYYt6oOX0XD8ceoHYf5rovYEqnNUQaVaJjnyY44EdilqKt6DlvHPsXz+DL+UEkGFWi5cDRjNZVkGo9kEUtXFkxsCt3orUxrd2auSM+y6ELe1k6zJuOcvFMvlwchLJoZZoMWMS4HLI9lUb1mDY7lHkz+7M8IIEi1s0YOjO97o2ccE1cwyL1fnviNDZrHqsQn4IifnfzugpCvBdhpSvldRWEEEIIIYQQQnzkFJHRMdnPcCTEBxAUFIKFRdG8rsZHIy0tjbS0NFJSUtCqUf+l60pQVHyqXhUUfR/XvnSpEh87uYYLLjn3+ZOcl/xJzkvBJedeFCS3PD0xNjZBT08PLS0tNDQ00NDI0pG8QCiYrRZCCCGEEEIIIYQQQhRYEhQVQgghhBBCCCE+aonE53UVhBDiIyNBUSGEEEIIIYQQIldusc6mCjY2NtjY2FC5fht6zznB47yoyvV1KFZeBuDe/7rT74/7eVELIYT4aGWZaEkIIYQQQgghhBA5UDbB2W0VnUwVQCQe84Yw5I9yHOhZMc+qZNVvP3/l2d6FEOLjJJmiQgghhBBCCCHEGzGhdts2XDl5h/D0Jfe2TaBd/SpUajqUzXdS1WsmX1/HwGa22Ng0pfecs8+zSwPPML9/C2xs6tFizDo8EtLnQr6+DsOf17NjeEt1RuhTt4UMqm9LpaZD2Xb1eX5qzJFx9DkUCsCtVQ1xOXyB+f0bY2PTlK82XH5eXe8djGxmR+V63zB742JGWi3D/T0dGSGEyO8kKCqEEEIIIYQQQryRSDwOH6Fm8yoUBmJOTaKnZxt+v3iHu399ybVvf+FMghKCDjD0pwhGHL6Nl9dRfiyyhtG7A4BbrP12Obpj9uHl5caeXpFMH7pTHTAtdu0JlnOOoRxeC3x38t1sJcP/vc3dU0uxS7yXY602Hwql98azeF1bRpO9S/grMA24xfJvjlJvozs+bpsYWvwxV5Qf4BAJIUQ+JUFRIYQQQgghhBAitxRncKr/bFzR1iwwnsiOnhWBSK7vucuQr5tTGMCiJQO7HufqnTRCrh0juv/X1NZTALrYD/sfm7uUhOunGV19FENqGABgVK8PwzQOcDYwDYCHbdvS2FQBQIjXGVIyllH/sxyrOKh/O0oA6JWhSvEbBD5RwnU3JrT9hh7lCgFQtH5raire10ESQoj8T4KiQgghhBBCCCFEbimb4HzxDl5eXuwYVx7NcuXQB8APr0OeLOxip56IqdvKcC4FRhD48BJ6enqZitEHYgLvEm+pn749gC56+tdUQcwXZFfG64gJvPXCvoQQomCTiZaEEJncvn2bY8eO8fjx682hWbhwYTp16oSdnd17qpkQQgghhBD5i33nvmgP+QP3dqOogznlmtVn+i/r+NIyc/5RzJF6JMQlZFoWDxhaViJzH/ZEEuIdsCyugKDM+7IsVzdLGa/D0NIe/fPxxIMERoUQAskUFUK8YO/eva8dEAUIDw/n2LFj76FGQgghhBBC5FMW7RnfaDebT8YC5lRvp8eGlf+kjwmayM0/V3E2QomhQ0uMNv6ZPolSIvf+N4zuf9yH6p+xxs2FJVdjAYh228KqtPY0tsz6q3pRh1aZyrh18fTr1bV6PeYf3sT2h3EAhFw8KmOKCiEKNMkUFUJkEhERAYCzs/Nrbefk5PRGwdT8LZnEqDR0jXXzuiLik5REdAwYGerkdUWEyGPyXRBCfNzsOg/k0YQ/uNV8MPaOi5gfMYVB9b/jPmVoMWYhK00VQHtWTw9kWFs7zgcWo1a/Waz5sSIAg38byfxJnbC5GEPJNkOZt7qbajzQF1m0x3myN5Oa2XFatzEzB1ip0k1zzZ6Rm1ozsn8dZiaUwrF/O2rY6UnWqBCiwJJMUSFEvpfkG8pPP/ujGOdH2Qn+TDwR8er3v1tPUawLebsdh8XgNCOEI/FKII6/5/jjcjM163rBYfSdE0Tg2+1N7dr6gOz3QxzHFgVQfpwf3U5EvaO9iXfnNiubt6SJ+l9bOgxfikdYDikYdzbRfeA2/vuwlRQiR093jqbD0hvPF/jtYFDLBVxXLwjm2OAubLid3f0p3fUVVF1w+fV2nOm7cJuVzUayN32CESHet+CT8xjeuiWNW3di9KqbZN8xOZgL0wfzRfOWNG7dj9knAp5/FOPFrhFdadG8JZ+3H8nW2/J8fheenZcmzdsy+NfjBGS/Vh6dF3sGea+mk2mGGYqse7Nn32DsAdDFvp8Lhy7ewefiEVb2fD60lHb1Qaz/1xMvr1Ns/bHx88CnZRMmbDyBl5cbJxYPSp9ICag+SDXrfAbF6n3Puoue3D21mq/6T1N/btjGlS3tzFQ1HHae0TU007cwocXKq+r/R5o0Zvm/t/G5eISJ5Z9woblDer2FEKLgkaCoECJ/i4rgp0XxlP6mCErX0vhOM6bqpRhmX3mtP4u/mSKFWTy/JG3088m0nF6xfBOtxUnX0uxsYZzXtRHZUVoz/o+jnDl5nDMn97H+yzjmDVyVfeCzymCO/NWXCh+6jkLkoJiVDVG37/M0/f+R1y7yUOMCV54FQZMfcPueA5UqvePXR/kuiLxyfxPfL9Fi4K5jnN21iGbXf2TBmazvF/FHFjE+ugv/O3mcs7vGYOo6he2+6TOD/+9n9leZyu6Tx/nnt9ZcH+uKe5L0R34r4SdYMjuUTpuOcubkTsbqrWLS9gdZVpPz8iYSCXZby8BmttjYNOXbf6qxeVztvK6UEELkGQmKCiHyt/AUPIpo06piIdX/jY1x7KJP8YTkrBmat56iyPj/hBR2LPKn/Dg/rOYEciNe9TJ8bX0A328PZswEVfbpV9vDCHAP5qsJfijG+TFEnYUZxYpxj7lIFCvGhdIxWMmE9Y9fmaWZ7BXCsAxlx2ezvHqG+kAcp5cHqOvpnl2899ZTFKsSCAxLovw4f7YHpwGJeG1/Qp1xfigm+GXIoI3j7zkBTP/jCZ3T1819m8W7o4N58w58HnGTm4Fp+Lh2ZNayNYxt3ZL5V1Mh6BA/DN/NU8DHtSMzV+9gRocvaNK8Ld+uuoLfOVd19tLkvc+zX1Lu/A+nDu3SM1FX4R2juo4ylX/NlwPftFftBwBvtnXor/5lUYhs2dai6x0vVKGHJO5fe4pj28qc93yi+vzeTU5XqYa1jgKI5eGacXRu3ZLGrYZkysLSCbvM307daNG8Ja0HPb9Gc8zcSv8uhAUdwqn5GH5XeOPSs3X69ZvzfoR4W5GeN9Dv9RV1DBVgWAHH3p/x5yXPF9ZK4s6l63Tu3pZiAIY1adkikn+vhQD+3D5jSuceDhgDlP6M9pU9uHBb7rVvI9XzMvs/70I7Sw3AAPu2zfE9cU39BxsVOS9vRpdKjlPV2ao75vWWLFEhRIEmQVEhRP5WVo+e8cmM3RxCYLIqwGNkY8aIhrnIlLyXgrJHMR64mrPDIpXam0LUAcpTUQp+nV0K5a9G2JyPpdMNBavml0b5owHJf0dzNCpjNoExI1zN2G+uYP7AEi/P0gwOY9S6RNr/aI7SuQh9fONwOh8LyZG4rEqg8dhiKF3NWW2RyrgjqvFbH2yPYJyeDlddS3NvpB5JAdlkMtgXQzlID8x1eOJaih7mGoSeCKeRrwY7nEujnGb6QgatkttaemxMX/f12yzehciTf/NPIWsqp0+WcCm0PFOOHmeCukvbc5dCizHm74Oc+XsKNjsnMvJ0feYdPc7ZzYNJcV3EPzFKSHZj2ehL1Fl+gDMndzK33HF+2vsgQxnp5TuUpXGPKmz/55rqA7+bHDZtR8Oy8tgXL6FdHjs7T3x904C7XDxVjea9m2B06Q5RQOQ9L5JsK1IMiNz/M4N8WrLm6HHOru/A9bHzVNcooH/pOqkjt3Pi5F4W2p+m/4LTJAA+a37kn+YLOHHyOH/PduDshI3cybD7VIt2OJ9cTK/0jOsJNTRfuh8h3jVNQ0P07z56IfgWQWhgKmQY8tbCqiKQDETyKDDjFA2FKW4FiR+isp+wmLBg0nQyHHDL8tTJ0mlHzosQQoi3J78dCSHyOUMGTSvMOK0k+k1+TI0Zj9lxPy53m9rr0aOkLqCLQwd9enkl45P+Uc+6RTDVBox1qGOuUP0fwFyP7uYQmfBmv3SH3kzCrWYhOhXRAW0DOrbQZtmdeNDWZ/hsc/qm16deDS3+CU0F4rjtlca4Fmaq/Rub0sgqN93147hwPoVfOhejrDZgbMRXLbWZ6R6THvhV0L2piarM99xmkUF6htuzMUX7rE9k0MpRVEn/uHGn5qqMlmw0adtYldFiYI1dJU2atK2r+r9FfVrZJhAdowTtGgza7UqPsunZM583wjMwXF1GxvJNGrej9Ynz3AECzh4ixbEuJd9Pq8Unw5xKdkmqTKs7FzjSpDaVLKrS4tEFbiQp8fP0omldOyCca4f+o0//9Ayt0o580/I6l++qsrAi2w7E8dk12qsPTc544A3o6OgQ7HmfgCQoVH0IKw+OVn83svfy/QjxtkysbIj4fRvuMUrAn1O/n8jrKomPQIUKFdT/PrVlQghR0Mjs80KI/E/fgKY9DWjaM4no+9HMXBfGw74ajDd7jTLMtaiLaoJOvfdUTQA/31Su34xBcSkmw751CERJ3Plwhh1O5q+U9OX2+kAKj8KgWKHX3ZNqO8sMSava+hoQlkbk2zVBvA2lNeP/XIqj5fv6m2MyUSeX4rTqFLdik1WLOjTJftXC9elQdQUXPTthfqgQ3Z3Lvqc6iU9JaYdanD19n4C4C1Rp3AM9TKhU/yqHPT2xOFMO+yEawGM870Tx+6g2rM+wbTWbQCj3QoEWZSiXrOqOXG7kUqatXszMrgvwVlZgkPMcetu9LOv/JfupISF+8Q5U6cn8L6YytmsrorStGdGuKvHmZXL845UQAP/9l3Wk8E9lmRBCFDQSFBVC5GvRXqFsDtNO7y6vg1FFM5xaBFL0fAzjO2qgSCGHmWJfEJzCJaAR8D7zIc3NNfi8aSFOdC6c+YOAML46nsbIaRZsM9Yh9EQgRR8CaFGmCETk2HydhgAAGrtJREFUMvn1uazbJcenQRENTN6uCSI/8zvOjPXaDN50kNpFFETuH09jn5xWNqBOp3rM27iSCgafM+m9BWrFp0TTthqt1l9gj18hGvxkBEDFug1w37cby0L1GF5EARTDqqIlo6dtSs9azuD6CwUG3cdbW3XvBXOqDp3FyqGQ7LeXKQPWYH/8B6rnWJuX7EeId8KAckNc2TNE9b/HawbSvorVC+uYYmapCUnPlwTduw8VtAETylimkKL+JJwn90C32Xuv+CfNsIg5GkkZDnjgA9yVxV9YS86LEEKItydvmEKIfM1IW8me/THsD0gfCSo5hvNXU+hgpg2FNSkflox7cAqQyLVLSZk3vpXA9oBE1Wd/x3PTXofKb1wTBbraEJmc+tK1StTQpahbfHp9k4m5+pSFl6IhIQ2/QhpY6OtAchy37j8rpxC1qmrgeiKUCICoCM7dy03YthANGmoxZsdTfJOBqGi2HU9mah1D9N+4jSLfi3lKiKEhRYoogGA8rz186eqadZvS9NplEtrWlcwnkTuFy1Mn6BBbQupSNT2QrunQgMqX3HlQzzZ9hnhzHNoZ8fuyfaimAAvn5urFnAtT3btMDq9nr28aEMut37fxX7tmWOPPgW+64HJGNVqj9kuqoKOTngX9iv0I8e4kEXxyHk4H7ejZJP1Pi0kx6X901aFK3ers37hDdR3GXOH4CROaORQFSmHXJILNW92IAvA7zQGf2jSwk1+x3oambS06/rPl+X3k8EnKtnBQPcfkvAghhHiH5MkghMjfKhZmZz9dzqx/Svlxfigmh3OwpB6bO5uAtiHDOmjhPOcJignB/KWvQZ+M21ppkbjpKeXHBdM9SJMNvczeImCoT4OG2uzaHPT/9u48Lqp6/+P4+8ygjCYO5gKZiLmFgqK5e9HcEsvcl7JyuZqm5RKV4nLLpV8quSDulru3ck2zxa3MHc1KUTRuaIWWitZtcLmC6czvD5AAccEFhPN6Ph7zEL/nnO98zpzx+PDt93u+euGrc9ff7WG75nV202dTzsgIOaV/rL+iZlUKSeUKa76fS+2HHJfv8D8VX8Qi/XlFpyQ91NZT4YmXVD3kuMrPSFT+h2/lmaJS0aZFtNPXqY5Djst426GDtQtp+GNEonlapS6a2PCg+jdupiYtJ+qMV0Ami4Kkke8R+ZeuqqcblMzOKpGrPSr/Bu4q2iBQqU+Ze+BR1fVNUvlqf4+gK95hrMb4btUrzZspqHl3ve9qohoPJt+7LtappCthHdW0cRu9Ft1QE196TDaVUssJIbK+3zt59fm+GxUY0TuTUaL+atrpsqZ2eUpT91254fsAd0XUTAU176gRXxTRq/NeU2B+Sbqg3W8/r2Hrku+uBYIHa0qZL9W7cTMFtY+QI+Sd1NHLZbqPU4/4iWp39Xs9JUS18vMdvSNFmuqNUeW1vndzNWjcQVMSX9L4To+I63Ibbmk6FQCYl5FwjiU8kXPi43+Xl1exnC4j13A6nXI6nbp8+bLcqte94b4PHo+9rfcYMmSIJOndd9/NluOArPqvT4Ubbr/d7/6NxB6NU4VyufCZnEcXq8/UopoY0VI3enIj8r5c+x3GHePa35+4LvenPHVdEnZoRKutCt42Qg1zupZcIE9de+Amog8fVuHCdtlsNrm5uclischiMeeYSZ4pCgBAHvRjeCv1/bKSBs8bTyAKAIDZ2IP0zragnK4CAO5rhKIA0vH09JTD4Ugd+ZkVDz2U8SH4AHJKxZBPtTkkp6sAACAPivtMI14aq1W/XNHDwQMVEfG8AiRJp7UjbLjeWrBD532bq/f4cepd/QFJCfqq71DFP9tYO0eN1qbEUnpy3HxFNC6mncOe16Fuy9SnkjVlv546Omi5+lSy6siywRoQ/pmOuDfQW7NnqWslqxQ1T4U+NrTw9IfqVDVMrn41dGbPZIWGztWuU8VVo/s7mjAsSCUVrXnlt6jqkf6qJUmntmvC0FGat/u8Hg7uo7CwnqppM6SoeTI2e2vvpdUasGCHrHUGK3xRr+RjFKuVISGatO6Irvg214Ap4ck1AEAeYc7xsQCuq02bNrcVbnp6eqp58+b3oCIAAADgfhGtGZ3XKnDhDsXE7NGypw6oa/i3yVvmDNSEwv30eUyMvlnWVQmjX9byU87kw4zdWvZDOU3cckg/fjJQl0M/0l65K7CRjzbGnEreJylWu048qfqVrDq/dai6HA7Wh7t/UOzyztrfd5S2JyY/+a74/pPyHrdJrn41pIQdGjfWpZfXH1JMzFr1u/SmIiIvXFPz3L4z5D5orWJi9mjNcwka02eVTqRsrbB0vU52f0+RMVGa/dhGha1OXt7u6JyXtbbhHEXGxGjn1DraHLpA0ff40wWA7MRIUQDp+Pv7y9/fP6fLAHKdBo2bpf68/esvtW9/lAaGvC5Jq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class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"></figure><p></p><p>Scroll to the bottom and toggle the option labeled &quot;Turn on enhanced conversions&quot; and choose Tag Type &quot;Google Tag Manager&quot;.</p><figure class="kg-card kg-image-card"><img 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6sWX792N1+bjJ8fmX0+2G76Djssr/JVVeSfBRr9ZbprmP41zuKzNqvXNEMfSu3Dd/ZezVsuRkblzu/+MQe0aF2S6qf7/SA9+/eDk+pc+EmffjlFc1ft0UWfimmfmYmntmtxVMEst0up39mjx2va/MVasy9KhdI+o7P3utzyO1+ntXHK9e/OG499Zv03aXVFWj2VsOOMrI1qX/8+yeAufY8pQbuCeysksc713z90QHO6T1b4te/tLL/HsvqdL+vvlpu/x7LzO0DWr3FOvsdwb1yMjJKXl4ejywAyxdR+IIdiV/RRse7ztHPd13o1sLwCAmqp4YD5OnLDfolh6/VVl6cUEBCgeu0/0tyj6aZAxx3Xr0NeU9Pa5RQQUEtPvT1Z2+OuT+XaPfFxmUZu0uE5/VL3aaCOE/7UlfQHCFulr7o8qzoBASrToJM+W5axgsT9i/Rp2vH767sdlzJsP7FieGr9DfTS4CXaF5546xPPwfFqNul8w/bdmhxQTsO27NO8Ps+ltTHmWk0HflCbMh9oQ7proIgl6vZIP61M/dmtzsd+vZZo+9DXVOf/2bvzuKiq/oHjH1wYC8ES3ABzQcXBUFAUEBTU0rJSc8vQx60ecKmk55dLPWG5lAmVoglCiS2ihmGWtqipiKKSqLgBLmjmgAboI0Mqoya/P2YYZmSGGVxy6ft+vXolc7dzzzn33nO/c84Z/bQKGo5//TYhujJ6ctT7rNOXgXYKhxE/nTNIYwEZcW/o83vw1IRql0nh1o8Y+5S/2Tx/4NlsYXuxH6ELYoiPehnXbZ/x3/9+j2bQO8THxRI5RMHy2A1GwzePbDiMw5j3iY+LZla/Ur7+byJHDZYfS9xFacg7LB6vG36ZvYrwxPN0nbKI+LhYIvyLWPhGIgcAXNvSs2EqafrpBkrI3vU7PfxaAXAq+WM+K+vNrLhY4heE03V/FNEm5hO08x1PfNRLeJa5MzIqhqn+j1akZ/kPFAVNZEFcLJH9bI3Ox9r9A5xPnc+MLA9eXRBLfFwU4xulErGs4swvZsYyZS30j1pEfFw0UzqeYE5sim4IYj7fRn7Ini7hxMfF8uns/ih+mMnS49ZPs2CUr5qDfPn2Ghg0nfi4WD6L6EnJ4jh+UVcMu/1g7gE66vI88jlbfi4vJxcf+tqkkaHP83yyttrTq11TE0c9R1r0+2xxGUxkXCyfRg2lwS9zmZlyFoDGg+Yzb2x7Lj0xjfi4WEKa3tBEcXDHv52KPYcv6D4o4cS+03j7KbUvOlXVjZvJl0pLSzgY/S5Jts8RWV7GOQuITtGVcVEa82dup2HI+8THxRI9uD5bZkaxqdDgvmazha9T6jEqKob4qPEocxJYufcSKNzx9z9Bmv7c4NS+7TT39dKmQ53Bwpm7aTXmI+LjYonqXZtv566quJZsjvDFrmsMm/0xk/wfBc6xI3Ixp7tp68hnU3pSEvchP6pM15Gjy98modifN+JiiY+bSlB+PK8uO2icN1XU/fOp85lXWLF973OfM3O9+YHaxxK3Gt0Xvp65/CbqE9W+55i/7pwZEBfLzN4Kbf3T91qzfK1VlS+m0muy/HXH2hy5mOMdJhEVF8u8sc05mZplcjc3e4/ixHfMSbzCU7PL7yvZvBO7s2Jo803cw8s18eiAIvuEfpjtiazd1FTt55juPnJNdZJjvkra3LBd40HziZ/+tLa3oOF1b3OEr9aeJ2DSR8THzWawzWoWVFGnbmQuH+x8xxM//WmuKv9FVFxsRd5Zcf8wdX8weob1KWNF5DSiDyl1eRhuXMZV3GurKlNDt3qtCvMe/mU1651CtNffOHeOL05mt6bMquXXMpdpn9mztfVnVpCaGP0zW6uqcqn6mV9CRvQcdihHsCAulk9n96XO6o/0Uytdy1xGxHoHRkbF8OmCCfS+cojtZs/yDj7HsEXp50tOenbFeZ84yHq3LnR2sLH8HKPyNVatZ4sV13BVZVjd59iD5sJPkYx990cK7nZChLhPSCBViJvgkBrF3L1+vPfzXvanfMIzR97ltRUVgUObGtt5b94hen2wjszMrczrmMPr76wmH4ACfhjfj08UY0hIySInZy1zW25lQGiybrmWe9xbLLIdzfKUffz63as4Rk/g3Z26wNwfv/B/wz7j/Asf8mNmJnvihnBhxnD+vUUXGDySyKhRG/CYtorMzEx+fKs9O8eNIT77L+3y/fMY+tqvtJ3zC5mZ65nX9yw//1RF0M/i8RIY3f8r6oR9RWZmJr/MH8yFGcMJ/SnPaDefTk2AsC/ZkpnOTxMe4ZOwD7TBU/cneSlwHev2XdKvW7RrHSte7E+3OjaWzwdwj4tk+WNjiU36D90esaHou3B6rX6UiSv3kJm5gZiBF5j1wsdm5rktJu31IbyU5c9HP+8lMzOJac4pDBoVY7R+lWWyP4bnpvxG3/k/kJmZyer/NCNl2HiS/knzsJb1oH/wY9oXTAdPgnoruODbi56u2u/z6ys741WYY/TDGU2ffQZPBxvAlibdBzCs4U52HK4oV6eQYfR1rYdCAVBCxoZUPAcNw0c3JLO+70u82jGdn3b+D3BGGdSYPVmntRurj7D3uB8BrWqAOoPv17vxryFttEE3hTMBvbuTk55brfnRnEKGVZyPVxe8CnMoVJdVe//1facQG96VRgDY0szPmzqp+3QvFOfIXHuYwJBBuiHutjTp/gLhbjUo1pRBdhrrbAczyl+7NQ5tGTQuhIfU6mqdhz5fFZ68sGA2L7rpepCUByyPa1N+dOsmrocMI1CX53WV/Zk43A61ugxwxnewMz/u0uW5KofdToG0czXRvMhLI6H4WUb2aabLoxY8P24QV5ZvtfIl3x6vIO+KlzTNb+w9rKRru4ewXDduIl9uVHSA7w77GpdxyL9pSwmlwNmtqzg7aBh9dfWjdsv+TBxyhaUpv1fsoyyAESM8dddIW/y9a7MttxCwRendhex9J3RzIeazL8WZrh21fafOblzGGYMysPPqRd86hl8aODNieB+aOpRPQaOhoLAxnVo11C5u4MPoiLG6a+0G6gzWp7gzeERHXX10xGdcKIGpm4zmajRb94Erhedo4tWyYvsx0xjfznwvMpcxoyr25TuUUU13sWXvJapVn6Da95yqrzsTrLjWqsqXyuk1V/5AXgYrC7ozsk8z/fLnnnvcbB6aYz49JWSs/YXWRveVXjyV9as+2Hkz93A9F3d6q/brluWTldKZ3n2KOXxc+3VjUW4GHh4tq9G7y5kRw4N1Peoc8fLz4Hx2odX362qVi5X3D1P3B6NnmG832pQ2oXu/x3V52MK4jC3cay26DdfqP5pNCu/dMEeq4Tzvpd1eYLSH9r5V16MLPjYZHCsos2p5La+hfPLeUP20NHbKznjnVnyRAFWVi4Vnft4WYosHGtyHPOnd2153nywhc2s6noMG6uqhPU2696WvuTy4o88xqKXsQI+sTI7qgpNnDb4QtPwcq3yNWf9sse4arqoMq/sce5Bc+CmSycknua5ayzQJpgphFZkjVQgT3KOH0zba+LMJKw7zmndNAP7sMpkPXw+gCUDjzgx4/nEid57kfy+68ShQVtaZaXPH07FxDeAhfJ7qg91nmeSWDsK5TkOeid3FM3XKXyca4hMchN2Cs+QB5QPrj4z6iJzn2+kS9BxjXpzLoMyTzPV/nNw1c4nt8w6XnvbQLm/7HDPmHiRsRzaXe3Qma+V8rkxbw+C22qHrdTqM4P9CFvFMSjahyqakfb6Mh6d9yRR/Z93yl3h9zBISzMT8LB8vlrPTPiexfH9tn+Oj6EO0fuVbdj/9Cp11+wmZ/wGD22rzsNWAkQKNGS8AACAASURBVIx85xX2nHyXbsqG+A7wZ8jP+3jXP5CHKCB9zU4mv/YJD6FhT5Xn83hFfr3oU5Hms8cpbDucgMYPAQ/Ruv9/+bLZSRxKy6j0JndkHR/90IWoAwPxqGOjLbNJs/k4sx/RPw1j2dOOFsvkzwu/k+fui3fb+tQB6vi+zPtfB3DxPpre4XZQVPq3qYhUBeOicMbNuza71WpA2xunnlFEqwRVVkMeD3nI4DNbnNwaclCl3aaJMoA6sdmc6tMMlxMH2N09kFcBSvI5aJPGwbA04wQo/1WNs7sxPVqlN7N/xRXObviKz9btoUBT/mGw7v8aCk83pZVRj0xH2g8OAuCiugiNsoOusa9V2zWAYa43fx41CnezYvlqtuRW9Ih066INvqgLr+PZpaHB2rY0CXpee/8DmigDaBabzakhzbDNTqO0+0iTc9BdVOVxVRlovKxBA9pwgNPqMppZMfS0lrIz/jHbOKrxxzt7Pzu8fBmpsMGaumENU+WrpznHCbcWN6S/PUOD0R5f9ReeTxgXQoMGLah9OI9idMExbM3+sE0tZQd6xvzKQU1HOhfmkO7WhWkONvp9F22YQegK423Kawxl9jcEf53xHW7P+29PZX/3vvj5edDRrSUm+3WW5JPpqmSo4RBQhSOtGh7j9+Iy0JWL2boPNPYdwqORM3l9fyD9fbvg4d2KVlXUR+Pr3hFXj1ps12iAh62uT/qkVvp3FWVY5XVXmTXXWlX5Upn58r+oyuOqRweTw46rw3x6SlBlXWNH1ivsMFrqjovBX9W9h1dogYf/Cfacvo5PvRx2+iqZ7efAS1tyCevoTG6WEz7dq3F2leo0wBWrN69euVh3/zC1zxubE3Us5Jf5e60VbsO1+o9mYY7U6wqHKje3tPz8riQSk1MMgqfueBssN18uFp75qjxq5h0gIizJeOMnQFt369F6kGFNtDWfyDv8HEPhjrf/p+w4fJnOHS+Qtc+ZrlMewarnGJXzyPpni3XXcFVlWN3n2IOiPIhaPi5RG0yFD97tS8MqtxTin00CqUKYYOrHpurUqan/91916mD4qG7cuDE1Sw2aqWUK6twQQLOx+YP/laJrdR9j1bvzSfh5BycvlDe4XjFOxCOG2ytQNK7NqesaoJjfMosY2K+F0ep1g94iMUi778yfLnFoRS/avmm8y1OTNMBpcn66RODItlVlgQFLxztE5oo/eXLFDftr24XexSs5c6GM8jdDR8Plijo0oZiLumxz8nuWF9/4mYw3A+hWvJvkwyMY710TOGHhfHQeMc5vt/7TeX1YGF2e8uGpPv0JfjqYnl6mZ6X/87cMdgb34hOjMnsMd7+HSfztN5aVp9xsmUDdoBG88/k4ngpey/N9+hP8tD89vLyM6omwTKOpfq8ZG7XBFA2ubellk8DxwmDU+zLp0W20ftFfTv2Z/t5Td+yHJqqz/7PJHzPj9JN8sOBlbZAm73tCZ1y2tNmdoc5g8azvcJoylXg37QtPRvRbbLJ2e9e29LKJ5bCqI/V2XaXXGDPDsE3RUL1fTFa4498xnh2Hi6mXsxtvv4FV9nAzqht3gYYS61fWvYDuOX4d1/w0HvJ9xehltVPYR4R1tH6usCbdw1noW0R+VjZb180joaA146aOwcfKuRLVhdXoTe8awOQFnSlSZZO99Weilp6lVdgbhHW8ibDgrdQnC+6p6+6ucGRAxEz6murha32HdjNsaemhZG6Win6NMmjp/Qq1XeryTOp+TvcrI6PUhwH3wY87Gbrt949bvdea2211rlVxR1xMX8L0tY5MjVhE6/Jh7G+YH2BfXZouLxP3UicTz7t8E2vfXtV6julGV0QdyiWsYSEb7TvrvhDUqu5z7FafLdW6hm/nc+w+YRhEtevwMrO6ZTLzkwwuSDBVCItkaL8QptSpQ50b/rt9jrFszHBWN5rA8l3Z5OTkkPP15Nu4fw1cuM6A2DQyMzON/rtkEBy+5wJ8jQIJeeIH1u27xJ+Zv5D6YrCuJ6t151NJ4268l3KY7Yv/Q68WufwQ/iwdRy7j0B07gcd5eel2jq2cySDva2TMfxnlC9PZfkGG01nvHIW5f9HIwVyPAXtcPQo4dNow8HGFwsK/8HQt38YZZVAZW/ZtI2tnFzq10j3mHJxoW2g8zO62qtb+S1CpinhykF9FTzejALKCBk1Pc/z0daNt8nJVFAN2Dk4osvP0cxECoM7jeGHFlznV6n1Uks9eZV/6uhm8LOjTY49DgxocVBkP9CpRnTDo0eeMMsiWrRt+JKO0q9lh2HauLtTOzjMeRq0u5A+a0NTqH0LRzsG2M/1bdqW464b1a9NpuW4AGHz5Ul0KR1rmnrwh/XkcVxVrj+9ak4MqldEm6sIirrq4mO+9Y0T7Aro58xeyd9kQoB9SaE+DBjVIy1JVubURTRG5uQWUKpxw9u7Gi5NmMKnpPjYZzMGqZ++Mlyqb3w3roOYcBWXuPFbPmnK5QlFuLgUaW5xcO9Bt+CvMGd+SXalZZoPkxvXzHKqsazyi74lkXX2qPkvXXWXWXGu3i52rCzUK1ZgoodvEngZuF8iwdhj5TbBza0+bnE18v6sO7Vo9BLjjHZxG6tq97FG63MO/lm7t/eMWVXmvtcItX6viTilRHaH1s09qg6g61t8lLDzzGzRAkZ7N7ya3tcfVo5hjBYZHq6Ln9h1/jmlHVzyRup8N2bux8VXqtruJ51i1ni23eg1X/zl2v7sxiBr5aifqe73E3Fd8eARkmL8QFkggVYi/W/Hv7Nzjy4svdjQYbFqdl/t6NPdyIjHzjNGnVzPXkrBmL5dpStunH2ZPzm+VgsHakENrvF6sy8bMnNt0PDP7y/mVDfU60OQRaxv39Qga1o8PU35m65o9vBxcPiDK0vmYUsDuzz/nh+y/sG3egaABk/no5wUM/PU9Nu/7q9LadZv74J+ylUOGP3bF7xzZdYnhzZtblfpjP3/Jsn3nobE7vk+NZPrnS/no4e9ZvPO8lef/z3Rs3Q8c1AUfz6cnsbS0Oz3a1TSztj0+vbtzMHm1fptzmUl8vdeXpw1+mKOJd0/qJK/mh+4daK/f1Ien/PNITEjRvYRe4UxqDLPM/ZCAgxNNbYq0wyWtUa39K1A42JC5dZ+2ga7O4dvEDQbLHfF6rh3blyfr5hm7wpnUr4j45ph2sTKAZ698wxc7deEddQ4rI99nW7F2OJ+9qzunUtN16Sjh6NofMP4pkhuT44hL1q/sURUDJZzZ+jVf5lZcJ22CelFj+Uq2635s4s/sVcyduYMLBiPwmigDsE1PZ7eX0nywxCWAsfXWkZTyu/YFU5PP5uWrsQ0JqlaApZayAz0zf2WLh5d+Pjpr6oadqwsPb9xGhm6+yDOpa/ixGsfFqT3926Xz1aqj+vSnLf2A5bofHmocNITGyd+yWaV9ob2q2syyVbaMCX7M+nPz6swzqWtILAvgcYPee82696fZti/5PEsXZlPnsGJWgu5cTDlDWuQCVpavrznJcdV1g2ClAQcf+gQfYdWqQ7oXxnMcTExme/deBFoZ4D6TGs2Hqw7qtr9Cbu5prtsrzA5yzlv6hT6fzqcn8cVpP3oY9FKyqj5Vm6XrDuxdW1CrsKjixdnCtXZbufgw3GYtSSm/69O3dm0VX/1V9x6FPb69/VAt/8KgjqYxf+7Pt++HiJxa0F61m22lnvqAUkuPzmxNTSfAw62KpDnTmnN3cR5P654tt8zCvdZimd6Ga1XcGbYNHMlJz9TOEazOY3viCo5ZvbWFZ37LrgxruJPPlh3U//jU0cQ5xO29gHbucF+DulvCmY3fmn+2/Q3PMRSe+AXv5ptvNPRqVzExSvWfY9V5ttz6NVzd59j9zFQQ1U63TCHBVCGsIkP7hTCltJTS0hu/S67DbemYWq8RHvXTSFi6g87jO2H32zai5yyGGv0oLS0DK+bUdBswlf/0j2Ka3xze9Xfmym/biP7gA34P+56x1CNg9AQaDp3Lm83fZUqPljxc+jsb5/4fG3qvZEEPOzoNCOHS0BlEtp3Pa971UR9JZN7SCzDqZo6noNOw8TTuV7G/K79tI3reOnrMTNLPj2qNWn69eTPsZcLtJ7I8tjyYZvl8KmtIfc0WBn5wke/mjsXjERtK9qeTXdaZ/k1M5K/7s/zfM/FMmLoa1xl9aVlHzfEvZjPn0r+Jfdqx8vomNHkoi+h3j/Ho3Nfp1fxhrvy2nx3ZdXi88YM7JOh2aOHtRsHStwjNusBfLp0ZEz6k6sCJcgjRQ5KImTWRheoy7JQ9GfvhYDwN13FqSw/Xmrh6exh8aIvnmPd4PTGeha8lUYwtzbsNI3SEuaM1x3e4E3NmT+THJ6axbIilcE519m+L55hp9I9eyOSwz6jlFsi/nn2Sx2L/1Adw7LzGE1maxJLJEzmmqU2LLs/zbniQrmeHM89PeYNNS+cT+vkFrtu788TY9xij631r5zuC1w8vZPZr33HdoQVBT3rS2kxfFm1+BfDmhDxiIt9kpaYurQeNZKjfAX7U6L7gcenHtKmbSYicyJf6PB9u/Ovbrm3p6WDDGb+qhmE7EjDpLcoS4piyooDLiuZ0HjiFKcGNLeTtDRTueHvX4kwHpXEPGUt1w6UfM0bMZ87kCcQpHGk/KIjAqkPMN7DHc9K7DE38nClhx3Xpn8yUYN1LmlMA4dMhYfGbrCwspZZbFwZPn0TPag1ndsc7yJb9zkqjeTlx7cn0CAUJi2cQWljKdXt3Bo6vYpi+wpORszWsWDqX0OgLlCma03ngVLNDKtuEzGZEYjyzw2Ioxh73J/7FwiGeJtetzBbPMe8wJPFz3fa2tOjyPDNNDkPVaj08CEXyDEKzLnDdvjMvvncz9am6rLjulD0J3rCYyaHbCP1wEj4OVV9rt5czPaeM44/F85m84jJ2yv686OUGZjtwVfceBbW8RjBvQhIx0f9hpbqMWm6BhIwNuY3Bamc8gmzZ5thSX39rtWyLZ1mRroeqGQ7uPOW3gYWTJ7ApbA5TO962BFnPmmfLrbJ0r7WiTG/tWv2Hs0nhvbAU489086Y63eKu63cP5/XT8URNTuKSvTuDxg4gMDMFjZX9JCw983tG/BfbhDgiwmIoxZ7WA/9NqG7IeS2vEcxSx/Dx5AlcUDQnMMSfQPaaOdLf8RyDNt6B/HXcyegLwWo/xyw8Wyr9RO4tXcPVf47drwyDqI/4vMx74yqCqOW0wdSavP1JOoUyzF8Ik2yKS/6UcafivvDHH0W0drvTA8OK2TQ+mIlbKs+ZVnb1FZblvoJy/eu0Tu5FVvyz+h6lfxp+VryJiZ1X0ufXePqV98bcv4S2Q3YRWf7ZbxuJevcDluzKw8l3JP8d34p1o9YRtPVzhjauwaG4rnheX0iZwdD1Sp/9tpGod+exetcJ/mruy3OTphPxdEWPj6uZq5gzfzHLd+XxV6MuDAmfSsTz7fS9OAu3fsTUd5aw42wDOo2awjjn7+h+KczomEYsHS9nLXM+mM/yXXk4VFp+iCVth3BxxSH9D3aZ/kzDnhmBTHnsczaNaWd0+KrOx1R+gYZDn8/i/c9Xs/fsdZx8hxI+bRqDlQ/ry3lpv1/0PyQFBWTERRKx9AdOXmjI4/1HMW3GGHx0gW1ryuT0+g95Z14yO377Hw7NevOvd6fxqr8zwrSzyeF84fwOU29njx9xd6gzWPjGCfrFD/0bhu/msyY0CacPJ0kvrAfV31qf7l3nUyN57Y8XrAqSCvEgOpZ76m9o+wvxz2BNENWQJvNzbTAVqOHai1n/HYxL7b8psWiv/0aNbvVrDiHuDAmkivvG3xNIFUL8XSSQ+mDQaNScXTePBXVH81GfO3yP1mg4n5nAf/Z0YfGEB6+niPib69M9JZ/Ns1bBmDB6utaBwgwWvr0Gx7dnEtJUZuIS/0wSSBXidrlK4eqPeevH37CzIoharjyYes71ub+9V6oEUsW9TIb2CyGEEOLmqA8SPzmG7JZDmTr1Tr/s5rPmtVmsdenMK+EdJYj6IPpb69O9xpme4wJYsXQGobkXuO7QgsCwNySIKoQQ4jaoTYOBU/nI5zQ1H2tqVRAVQOE1mlnTe1H6WFNksjIhKkiPVHHfkB6pQgghhBBC/DNIj1Qh/rmkR6q4l8nX3EIIIYQQQgghhBBCCGGBBFKFEEIIIYQQQgghhBDCAgmkCiGEEEIIIYQQQgghhAUSSBVCCCGEEEIIIYQQQggLJJAqhBBCCCGEEEIIIYQQFkggVQghxH2ghLxcFcVml+ezJnQ+29VlN7f7vO8ZM3+H6f2rM1gYmsSpm9vzPeVscjgjVt3hM3mA8kv8XW7x+lXncVxl/u4ghPhnu5gee+efffejqto+96USDiR+xGth43XlbantWEJG9KssP339jqWn6uMb+1vaaEKI20ICqUIIIe596t/4IXIxGYU3GWgR4m8iL0J/v4sn1jMndg9/6P6WMhBCiNvvXr+3Xsv8jgVZTXllQQzLhjT729uOlfJH2q5CPLBq3e0ECCGEEBY5eBIa53m3UyGEuAfZeY1lidfdToUQQoi7SaMpodSrL20UNtoP7nbb8W4fXwhxx9R886233r3biRDCGhcvXsKx/iN3OxlCCNAO3351O9ddD7NyziK+WLOBA6WudGjXiDoGy8ua7iP6nViKvPriWc8GNPls/zKeDxd/xeqNhzn70GN0al4PuMLBxeF8ftWfwKYP6Q5yhK9Dl3A2KICWmj0sfDWJq0G+PKZrIJ9JjWHm+wms2niY/z1qx5V9Z3i0t59+Oao0Pl88n5gv1/BTdjGNPD1xLl9GPmnR7zN7aTI/ZRfj9HApGWfr85RfU236DWny+XXD/7A3ONeDxQ1p396ZOpSQEf0Gn5X6E9Rcl+6iNGaHr+Oh3j641LIx2tXZ5HBiCxvBdwuYvTSZ77YWYOftRUu7ivX+zFrD4sgFLElex+ZcOzy8m1NPv58SjnzzKXOjl/LNulSOljamXXmek8+a0CWcdb3K9x/PZUnyOn4pqEvHjs2pW77v7J/ZUObPwHbl99J8tidUlMf5Ro/j1aRSDnBm4yzG722u3+5a5jL+HX8Ov6AW2n0XpTE7PJVHnmtPI11+OXr/j29mfcCSZMP8qshT0/XAtD9zN7N4ThRLktfxU3Yx9dp48pidNXmiy/MCN+zTPue9RV+RvPU4dh5daOlgA6rNvP3Gr7g99zjlOXI+NZKwbQ14vr1jpX3n2LvTqXk97bfQN9Zxby9yJ08lPvcvap/Yztq1F2lvsF9DV1VpfKWvm4XUadZBmx60Q1DH7qyJ/7lv9fXbXLmQ9z2hb+zG/bn2OOo+Orp8Eu/ne9Cn1SNW1Zcig2vqYnosYd9cpYdfU+qU16cGf7Iq8kO2P9LV4NoENAf5csIKSvTb57P57WlsbfQUXg1r6NPy0TlvejXX1kDzdbuEnLWHsXW7pq+7m3PtUPq1qMg/9UFWRM9n4ZfJfJeaxXmndvo8qUh3TX4Om2KmDKyr60KIe8f5/xXflrb/1bwM1hW31j/DzibP4NUNtrp7HRbaC1Xcuyy1hQypM1j46leUBAXQUrfv86mRjP+hDk91dqZWpeNcxsXDg0YKw2dDQ6Pn95qwKezVta+0y6/R+tfFRMQWmXn+WGj7qE+yKWE+8z9LYvXGXfz2UCt8m9fTH8vkvbUwgxWLFpq8N5tyflcSn0Qu4os169icWws3Dzccy/O6qraBLq9rmWlbnE0OZ9o3+dr0rfuBEq++eNpUbjtezEwi+v1FfLFmK0cUTtTMO8A1z6e1bVQLdcF8e+KM6fxRZ1Q6/vldSXwSvYgvktexJbsYR4P9V26j/bOd/18xdes+fLeTIYRJMrRfCCHEzbHZwvZiP0IXxBAfNR63/YuJTvmf0fLVh5RMjppPSNMawDnSot9ni8tgIuNi+TRqKA1+mcvMlLOALUo/X3LSsyvmkjpxkPVuXejsYFPp0NcylxGx3oGRUTF8umACva8cYrvhCuoMFs7cTasxHxEfF0tU79p8O3eVbt7OKxxc+gHfOYYQFRdLzLhgrmX+avFcvz2s1J1rOMqcBN252qP08+BkZkW6L+Ye4LiXL56KyukGOLLhMA5j3ic+LppZ/Ur5+r+JHNWf83fMSbzCU7MXER8XzZSO2bwTu1O/76PL3yah2J834mKJj5tKUH48ry47aJDOI/x4+BFGRcUQvyCCoX8mM3nZUUwrISN6DjuUI1gQF8uns/tSZ/VHJucKa+LRAUX2Cf3Q6RNZu6mp2s8x3ZyW11QnOearpI1Bfn2dUk+bjqjxKHMSWLn3km5hVfXAhLzv+WDuATpOWUR8XCyRz9nys0GeWcwT4NjyHygKmsiCuFgi+9myPHaDti64tqVnw1TS9OdcQvau3+nh1wqAU8kf81lZb2bFxRK/IJyu+6OI3mmmjru6MiAulpm9FVx6Yhrx8S/QzNT5FKUxf+Z2Goa8T3xcLNGD67NlZhSbDIb+PfzLatY7aevnvHHuHF+czG6NiaGBLj70tUkjQ5/+fLK22tOrXVOr86ZKNkf4Ytc1hs3+mEn+jxovUzTHo10ux8uPXXSSHYXX+SVLpU+LKsuBwFYNtX9aqNvYHOGLrdcYMHsR8XGzGW6zmgh93T3HjsjFnO4WTnxcLJ9N6UlJ3If8qLqxrjqbKQPr67oQ4sF2MT2Wt/cqeTe8K/XAQnsBK+5dFtpC5Rzc8W+nYs/hC7oPSjix7zTefkptEDN7FeGJ5+mqe9ZF+Bex8I1EDlTj3B7+5Qf2er1G1EJTzx9LbZ9z7Ij8kD1eE7T3yaiXaPrLXJYev47Ze6vmIF++vQYGTdfemyN6UrI4jl/MzHd9MTOWKWuhf1R5Xp5gTmyKLi+taBtU0bZoPGg+88a216YvLlbX7ryBajNzYvLpNOVj4uMiGdf0NHtz/6pYbqkuYK49Ye7ZY+xa5jLt+c/WlvGsIDUx+vMXQtxPJJAqhBDi5pT1oH/wY9oXEYe2DB7ciVOpmfpgG2UBjBjRiYYOCu3feWkkFD/LyD7NtC8NihY8P24QV5Zv5RRQS9mBHlmZHNUFjM7u205zXy8q91MsIXNrOp6DBuLpYAPY06R7X/oarHF24zLOhAwjsIE2mGnn1Yu+dXQBM/UBUna2ZciQx3VpdyHguScsnuvLIzx167fg+eHBnNqYzinAzisQ/6xfOaguA65wYl9WxYuRCU2ffUaXbluadB/AsIY72XH4L6CEjLW/0DpkkG5Ymi1NuvfiqaxftQFLdQbrU9wZPKIjjQBwxGdcKIGpmyp+pKesOf366c5L4UzAoOd5LPVX0y9ieVuILR7IKH/t3nDwpHdve37cdbryui7u9Fbt57S6DMgnK6UzvfsUc/j4ZQCKcjPw8GhZcc5lAYzQ51db/L1rsy23UHfcquvBjY5u3cR1g7Ksq+zPxOF2qK3NE8ApZBg9XbWpq+/VBa/CHArVZYAzyqDG7MnSnbP6CHuP+xHQqgaoM/h+vRv/GtJGl05nAnp3Jyc9t+Kl58Y6boWzW1dxdtAw+urSU7tlfyYOucLSlN/165R2e4HRHtoeKXU9uuBjk8GxAlMvps74DnauKDNVDrudAmnnWsPqvKmaMyOG96GpQx0T9dmelt5N9YHTi7kH0Dz5BE9kZmvLUZ3P4QJPbVos1W2Asua8NDZY12vHEZ/hw2iTuk0XQNZQUNiYTuVB2QY+jI4Yq7uOrFCdui6EeHDlfc+cJRpGTx2iD3RV2V6w6t5loS2kZ49XkHfFF8aa39h7WEnXdg9pj7MhFc9Bw/DRpaO+70u82jGdn3aaCMqaUdrtBUZ5N6KeqUeSxbaPI50iPmZK+X1S0QJ/79ps2lfFfVLhyQsLZvOim260Qnmw+Lip0OA5MtceJtAoL18g3K0GxZoy69oGVbUtrHA2/XsuD3pe3x6oq3yK/m41K5ZXWRe0zLcnLKvlNZRP3huqn3rATtkZ79yKL6WFEPcPmSNVCCHETTNsq9dq2Z62qlxK9Z/YGgVBL6ryuKoMNP6WvkED2nCA0+oymjm44+3/KTsOX6Zzxwtk7XOm6xRTw5tKUGXVo/Ugw9COrfFy1V8UbZhB6ArjLYMBSvLJbNCSfoY9Rs30HjV3rri0oG1hrm6BO/4d49l8/DKB7XLZt1dJ1zEPmdoFwA0BKWfcvGuzW60GLqPKusaOrFfYYbSOOy7l6XZVMtQo3Y60aniM34vLwKFSKsG1JT4c0AYdbwg6XVTlUTPvABFhScbbmIwpt8DD/wR7Tl/Hp14OO32VzPZz4KUtuYR1dCY3ywmf7oZlZWsiAF5x3KrrgWE6S1AXXsezS0OjfTcJep4mAHmW8kT7eT1F5bfK8nraRBlAndhsTvVphsuJA+zuHsirACX5HLRJ42BYmvGGyn9ZdZ6maeum5xOuRp82aNCC2ofzKKYZtYDrCger99hEGUCz2GxODWmGbXYapd1HavPWqvpiQZk9JrJOr35LHx5LOcEfNKbg8B/49w6hYd4nHC/sQ7Oik+zurtTmJSVV121t4ox37uTC4+xGowEUzvgOt+f9t6eyv3tf/Pw86OjWkqZWnAJUt64LIR5ENUvS+HrmNmxD3iFQ/5yx0F6w6t5lqS1ksEzZGf+YbRzV+OOdvZ8dXr6MVNjojtOQx0MM2w62OLk15KBKDTxqYm+VVfnssKLto9Dksynhc77LLKhIv4X7ZI3C3axYvpotuRf0n7l1MRUY1FB4uimtjHqKOtJ+cBBgRdsAqP4z15C2rNt0a2D8scLauqBVVXvCGud3JZGYnGIQPHXHuxrbCyHuDRJIFUIIcXtc0aCp7jYaDIY02aL07kLUoVzCGhay0b4z06ztcWZCp7CPCOtoYm6lvJvepRm2KP28+XBPNn8+dILNXr7GwSsLNEZDth0ZEDGTvq4mBoyUmN5eXVjV8OSqy0TT5WXiXupktvdsBVtaeiiZm6WiX6MMWnq/Qm2XujyTup/T/crIzmhjVwAAIABJREFUKPVhQIObLyvjenDrqs6TG7i2pZdNAscLg1Hvy6RHt9H6RX859Wf6e0+ZHqJ/G2nMFa41XNvSyyaWw6qO1Nt1lV5jqg4vVitvrDh2F1USp9VNOJ7rh79rPey9a/Pp8Qu0y08jwOMZg5WrqNtWaNI9nIW+ReRnZbN13TwSClozbuoYfKy8R1hf14UQD6LaubXoGjWe0v+uZHvHSQbB1CraC0CV9y61idWragvpvnjdcbiYejm78fYbWOU9yUZ9roqlt1s+30Z+yLFnprNgvLZX6tnkcN6o6pGhzmDxrO9wmjKVeDftvNwZ0W+x6XYl6Ta3DaxRdV24NRfTlzB9rSNTIxbR2kE3x+4b2y1vKIS458jQfiGEELdHYT4nXRuafSmwc3Whdnae8fBtdSF/0ISmuheaWsoOPJG6nw3Zu7HxVZrpeWCPq0cxxwoM+wBcMVreoEEN0vRzNd64uTNehScoMAxgmpp/8gZGL0Z5J8lpUJG6WsrO9EpPJ2nXtiqH9Vd2jsLcv2jk4KBNt9sFMkwOidOlW5XN70bpPkdBmTuP1TMTTCoq4hhOOJgINtk1aIAiPZvfTWxmip1be9rkbOL7XXVo1+ohwB3v4DRS1+5lj9LF6mCjNfWggj0ODWpwUFVg9GmJ6gQFGm4uTypxRhlUxpZ928ja2YVOrXRNIwcn2hbe7iF39ri61uSgyrhuqguLuOricpM9bZxRBtmydcOPZJR21Q2lx8q8qfZXH5WO7RF8kl+/2cUmLyXNgPoeAVz+9SdSspxopf9xKgt121RaivI4hK5HrKaI3NwCShVOOHt348VJM5jUdB+bDl8wuacbVbeuCyEePKVevjR1aM/glxQkJpTPcWqhvWDVvesGVbaFtPPB70z/ll0p7rph/drjuHoUcOj0ZYN1r1BY+Beeroa9TG/hnm2p7aPOR1UQxAvlQ/utOVpJPnuVfenrZjAixWx7SkGDpqcr5tXW7oC8XBXFVLdtcDO0z9+jhTdMBaBPr6W6cOtKVEdo/eyT2iCqTnV6swoh7h0SSBVCCHFzbLaQlPK7thGoOcm3iSm0edKLRubWdwlgbL11Btvks3n5amxDgiqCcApP/IJ38803Gnq1M7cne7yCfDmYvFo3L2kJZzZ+y48GazTr3p9m277k8yxdoEWdw4pZCWSoy8ChPcH+OaxadUj7IqXOY/M3Gy2e62fLDurW155rsyd9DdLtjrd/Drt2tqRTK/PD+gGOrftBl244n57E0tLu9GhXE7DHt7cfquVfsFmlbVpfVaUxf+7P2hcLBx/6BB+pSDfnOJiYzPbuvSp61tgc4fvvK5ZnJK6k+MlutDeVkJZdGdZwZ8V5UcLRxDnE7TUTnHJqQXvVbraVeupfAlp6dGZrajoBHm5V558ha+qBgTZBvaixfCXbdT/G9Gf2KubO3MEFhZV5YoUm3j2pk7yaH7p3qMgrex+e8s8jMSFFF4y8wpnUGGatNzWTawV71xbUKiwy24umcdAQGid/a1DGm1m2ypYxwY9Znd5K6VcGYJuezm5dMBOwIm/scW2nYstOXTmoc1i79lC1j+3i1pbM9HQCPHTTFTi1oHthGhtLfWil76VsoW4D2PzGEn1ea+vu0e7d6KywAc6QFrmAleXXs+Ykx1XXecTMvAOVyqC6dV0I8cCy8xrBSzYrWKybe7TK9oJV967qtYVqKTvQM/NXtnh46efKBHt8enc3aNfAucwkvt7ry9O6H/qzc3Xh4Y3bdOkq4UzqGqN2j0WW2j4KBfVsDrBFd1/8M2sNX20wDqVWurcqHHHJ+pU9qmJtmrZ+zZeGP95kxBGv59qxfXmybi78K5xJ/YqIb45pF1ezbXAzGvv24yGD5++5zO/4ziC9VdcFyyw9/20bOJKTnqmdb16dx/bEFRy7lRMSQtw1MrRfCCHEzSnzoXOdnSx87QOOaWrTdGA4r934y95GHAmY9BZlCXFMWVHAZUVzOg+cwpTgxkZrtfEO5K/jTjxexVDxWl4jmKWO4ePJE7igaE5giD+B7K1YwbUn0yMUJCyeQWhhKdft3Rk4vnwYsC2eY6bRP3ohk8MuUMstkFG+vrCvqnPtwfPtsol/LZZjmto0e2Ick4INz9UWpbcXV4vbWvwBnBbebhQsfYvQrAv85dKZMeEVP3pRy2sE8yYkERP9H1aqy6jlFkjI2BD98jYhsxmRGM/ssBiKscf9iX+xcIinQTqb06nVH3wxOZZD6jKadPkXbwwx9wriTM+I/2KbEEdEWAyl2NN64L8J7WhqXlrt+h5BtmxzbKl/QazVsi2eZUW6HqrWsq4e6Ln0Y9rUzSRETuRLdRl2yp6M/XA4bazNE2s4taWHa01cvT0MPrTFc8x7vJ4Yz8LXkijGlubdhhE6oupXOjtlT4I3LGZy6DZCP5xUeei5UwDh0yFh8ZusLCylllsXBk+fRM9bmRrBtS09HWw442c8rL/qvLHHZ0woh6IjeW31deq6BfK0lxtUszOOnVt7HiuzpV15T16c8fCujea60ujl11LdpsydUUG1WPP2RA6py3ioywtEjdCVssKTkbM1rFg6l9DoC5QpmtN54FSzwy8rl0F167oQ4sFlj8/wYWx5K55NrabQq8r2gjX3rmq2hRTueHvX4kyHG0bdKIcQPSSJmFkTWah/1g1G/zRz6ceMEfOZM3kCcQpH2g8KIpCD1ThvC20fhScjI9QsiH6L0LjaNO82jH69H+Po5Yr5CyrdW50CeHNCHjGRb7JSU5fWg0Yy1O8AP2pM92W18xpPZGkSSyZP5JimNi26PM+74UG6fKhm2+BmuPbkzQlFxET+h5WaurQZNJCObru4bLC8qrpgSaX8uWF5/e7hvH46nqjJSVyyd2fQ2AEEZqZgJruEEPcwm+KSP+Vn4sR94Y8/imjtdqdnqhNCWEWdwcI3TtAvfugdnz/yfnE2OZwvnN9hahUvUNasc/PyWROahNOHk6rVG1M8AOR6FEI8gI7lnrq32/43de+VZ7UQ1jiWe4pGjZzudjKEMEmG9gshhBC35ApXCjNYtb4NPaWHm/ibaTRqTm38gd8G+UoQVQgh7mUaDefTv2ONVzerezkKIYS498jQfiGEEOIWnE2ewvQN9ek07jXdfI5C/E3UB4mfHEN2y6FMnSphVCGEuHfls+a1Wax16cwr4R2r8aOUQggh7jUytF/cN2RovxBCCCGEEP8M9/zQfiHEHSND+8W9TIb2CyGEEEIIIYQQQgghhAUSSBVCCCGEEEIIIYQQQggLJJAqhBBCCCGEEEIIIYQQFkggVQghhBBCCCGEEEIIISyQQKoQQgghhBBCCCGEEEJYIIFUIYQQQgghhBDCKvmsCZ3PdnXZ3U7IPaSEvFwVxX/b8aQMhBB3jwRShRBCCCGEEEIIcXPUv/FD5GIyCu9MYPNscjgjVp26I/sWQojqqnW3EyCEEEIIIYQQQoj7lIMnoXGedzsVQgjxt5BAqhBCCCGEEEKIB9b5XUksSU7hmLqMum6BhIwLwcfBBtD2dvzKcSJ98r7ns9TjXLJ358Xw1+jlWjF480xqDB8nHuSCojmBIf7YAE7mDqY+yIrFy9mSe4HrDi0IfDGU0R0f0S/+M2sNCUs3cEhdhp1yKK+PD+YxhY1u6Tl2J37OV6nHKcWe1gP/TWif1tQDLqbHEvZ7X5YNaaZbN581YbO49PYiQprW0C33Yuqf61i4sz3/jX+BZhaPV8HS/gHObP2MRcl7KNDYUr/DACa8pNuXOoOFb2zH+8NJBDrY6PblS1SjXfp8CxgdZpQPFzOTiElI4ZimLm0GDcQ7O5GMLjOZ6v+oQaq0afgReJgPCN0YrD8vgCuFB1ix+Au25F7GTjmU8PAe+mWQz/aEFSSlH+eyieNXp8ws1h+nUXTNTOKLrAtct3cnJHwcvkXf686vNs27jWTiiE7Uu5m0CSHuOTK0XwghhBBCCCHEA+la5jKmrIX+sxcRHxfLrCA1MbEpRvN5Hlv+A0VBE1kQF0tkP1uWx27glMH2EesdGBkVw6cLJtD7yiG2mz3aOXZELuZ0t3Di42L5bEpPSuI+5EfVde3iE98xJ/EKT81eRHxcNFM6ZvNO7E5dWko4GP0uSbbPERkXS/yCcLrmLCA65X9Wn+vDv/zAXq/XiFqoCzZWebzquZa5jIgN2nyIj4tifKNUpi/ZS6nZtKxmvVMIUXGxzBvnzvHFyezW6Ib+qzYzJ+Yk7abMIT4uknFNT5OSdc3EXpwZEBfLzN4KLj0xjXiDICo2R/hq7XkCJn1EfNxsBtusZsH68lIrISN6DjuUI1gQF8uns/tSZ/VHLD993cQxqi4za+rPkQ2HcRjzPvFx0czqU8aKyGlEH1ISuiCG+KhwlDkJrNx76SbSJoS4F0kgVQghhBBCCCHEA6mW11A+eW8obXS9MO2UnfHO3c8xgx8qcgoZRk/XOgDU9+qCV2EOheoyoITMrel4DhqIp4MNYE+T7n3pa/ZoGgoKG9OpVUPtnw18GB0xVrdtCRlrf6F1yCBdWmxp0r0XT2X9qk1L0QG+O+zLv4a0oQ6AwpmAkH/TlhKzwcoblXZ7gVHejainwPLxqkmjKeFqS6V+X82enUhEn6ZVpmW0h7aXZV2PLvjYZHCsQHvcs+nf89uTw+jrqu2jWVf5FP09qjtY1pkRw8t71zri5efB+exCbYAzbwuxxQMZ5d9Iu6qDJ7172/PjrtOmzqyKMrOu/jR99hnd+rY08e1Gm9ImdO/3uLYHqkML/L1rsy23ULtytdImhLgXydB+IYQQQgghhBAPrPO7kkjUDc3WcsfbYHk9haLSNtrgZQmqrHq0HlTHYIltFUdyxne4Pe+/PZX93fvi5+dBR7eWNNXv6xo7sl5hh9E27rgAaM5xwq2FwdB0oEF7hgZr/3nR8mlyXeFg8JeF41WTnTKQHhsWMyHSh2BfL/y9vXBzqzxFgOm0GCpBpfoLzy7mllupzJ7KxXYFgIuqPGrmHSAiLMl48ROmdlRVmWlZqj+GtUP7d+X6VK56aRNC3IskkCqEEEIIIYQQ4oF0MX0J09c6MjViEa0dKubzvFOadA9noW8R+VnZbF03j4SC1oybOgYfBwBHBkTMpK+riYGhJXciNVUcr7ocPBkdsYhBqmyyd/3Kyrc/5fLAaUwPfuzW930HaLq8TNxLnSoFOU0xX2Y2d6T+VCdtQoh7jwztF0IIIYQQQgjxQCpRHaH1s09qg2A61g6VB3tcPYo5VmC4xRXzq2uKyM0toFThhLN3N16cNINJTfex6fAFwJ4GbhfIOG5mhlKFIy1zT+rnZgVAncdxleH6GqtTbvF4pk/A7JIS1QlOq8uwd1XSZfAoJk8ZzJXlO43Ta2W6XF1rUqBWV3tLa9k1aIAiPZvfrVm5yjK71fpzi2kTQtyTJJAqhBBCCCGEEOKBZNvAkZz0TE6ry0Cdx/bEFRyzemt7vIJ8OZi8moO6OVPPbPyWH82uf4a0yAWszNIG4dCc5LjqOo8oFIA9vr39UC3/gs0qbSjuqiqN+XN/1gYjndrTv106X606qg3UafJJW/oBy49rf4TIztWFhzduI6M8HalrqkgHlo93A0v7/zM7kekJKfyu+8Go8ydyONOgwU31qmzs24+Hkr9lsy5I/Gf2z3xn8semdGfi2oJahUXW/0hWy64Ma7iTz5Yd1P+Q19HEOcTtvWBi5arK7Fbrz62mTQhxL5Kh/UIIIYQQQgghHkj1u4fz+ul4oiYnccnenUFjBxCYmYLGys6dtbxGMEsdw8eTJ3BB0ZzAEH8C2Wt6ZYUnI2drWLF0LqHRFyhTNKfzwKmEdXxYv695E5KIif4PK9Vl1HILJGRsiG5eVHs8J73L0MTPmRJ2nMuK5nQeOJkpwY9q9+3Sjxkj5jNn8gTiFI60HxREIActpt388W5gYf9NngznnbKviZ+cRIEG7JQ9CZ/ag0bWZaMx1568OaGImMg3WampS5tBA+noVpOjZla3U/YkeMNiJoduI/TDSbppEqriTM+I/2KbEEdEWAyl2NN64L8J7fhI5VUtlNmt1p9bSpsQ4p5kU1zyZ/V/sk+Iu+CPP4po7WbysS+EEEIIIYR4gBzLPSVt/3+Mc6TNeodToxcQ0lQGzQrt9d+okdPdToYQJsldSgghhBBCCCGEEH8P1Wbenb+lYpqA9CSWlnYnQIKoQoj7gAztF0IIIYQQQgghxN/DtSev+SWx5O2JHFOXUdctkHFTh5ieckAIIe4xEkgVQoh/gPNNW9/tJAghRLXVP31LP+khhBDiHlXfbyiT/Ybe7WQIIUS1Sd95IYQQQgghhBBCCCGEsEACqUIIIYQQQgghhBBCCGGBBFKFEEIIIYQQQgghhBDCAgmkCiGEEEIIIYQQQgghhAUSSBVCCCGEEEIIIYQQQggLJJAqhBBCCCGEEOLBpM7juKr45rfP+54x83dwC3u4o84mhzNi1ak7tPd81oTOZ7u6TPunOo/T5f9+4JSQEf0qy09fv437vCH/hBAPBAmkCiGEEEIIIYR4IF08sZ45sXv4424nBECdwcL7OLB2Jn0Bb6/aS+ldOPadDRgLIYT1at3tBAghhLj76p8+dreTIIT4BzrftPXdToIQ4gFn5zWWJV53OxUPhiZPzuWLu50IIYS4yySQKoQQQgghhBDigXQxPZZXdnZgfnhX6pHPmtAkHKb24I/kL9iSexk75VDCw3vQTL9FPmnRC/ki6wK13AIZ5XsdcNIvWxOahNOHkwh0sDGxf0B9kBWLl7Ml9wLXHVoQ+GIoozs+wsX0WF5POAA2cHDyBNJGv89U/0c5mxzOV07D6JSexFe2g1kwpIj/m6HmjfgRtNEd9ejyScQ5/oeP+jTDsny2J6wgKf04lxXNCRgdxuiOj+iWlfDbhq/5bN0eCjS21O8wgPETDM8dzqTG8HHiQS4omhMY4o+NwdmfTQ7njeuvs2xIM23v2jdO0HW6M2nRyzmkrk3zbiOZOKKTNh/0ebFUl8/9GeaRy+Is74q8usGZrZ+xKLkibRNeCuYxxRnWhM3iR+BhPiB0YzD/jX9Bm+bCDFYsTa6U1+XlEva7L1GNdunPxzgv4GJmEjEJKRzT1KXNoIG4aYx7Cp/flcSS5BSOqcuo6xZIyLgQfHTlfmO5lZ9TVfkHJRxIjOer1OMUY0/zbi8Y55cQ4r4gQ/uFEEIIIYQQQvwz2Bzhq7XnCZj0EfFxsxlss5oF68uHjF/h4NIP+M4xhKi4WGLGBXMt89dq7PwcOyIXc7pbOPFxsXw2pSclcR/yo+o6dr7jiY96Cc8yd0ZGxTDV/1H9VscSd1Ea8g6Lx3fF3sWHvjZpZOjn6swna6s9vdo1teL4JWREz2GHcgQL4mL5dHZf6qz+SD/v5/nU+czI8uDVBbHEx0UxvlEqEcuO6re+lrmMiPUOjIyK4dMFE+h95RDbq8zLLXydUo9RUTHER41HmZPAyr2X9OneHLmY4x0mERUXy7yxzTmZmmV2V9cylxGxQXvs8rRNX7KXUpwZEBfLzN4KLj0xjfjyIKrmIF++vQYGTdfmdURPShbH8YvBtAkP/7Ka9U7aspw3zp3ji5PZXR4sVW1mTkw+naZ8THxcJOOanmZv7l9G6ZmyFvrPXkR8XCyzgtTExKYYzZVrWG71rMi/86nzmVfozxtxscTHTaX3uc+ZuV6mKxDifiOBVCGEEEIIIYQQ/xDOjBgezGMKG8ARLz8PzmcXagNk6gOk7GzLkCGPa3sJOrgQ8NwT1di3hoLCxnRq1VD7ZwMfRkeMxVPXi9Ecp5Bh9HWth0KhTZ/vYGd+3HVau1CVw26nQNq5WvHqnreF2OKBjPJvpP3bwZPeve31+6rvO4XY8K5ol9rSzM+bOqn70IbySsjcmo7noIG69NrTpHtf+lZ1vLIARozw1OVVW/y9a7Mtt1CXlgxWFnRnZJ9m+uXPPfe42V1pNCVcbamkjcJGm7ZnJxLRp4rgscKTFxbM5kW3h3Tn6o5/OxV7jleEOku7vcBoD20P1LoeXfCxyeBYgTaQejb9ey4Pep6ernW0y5VP0d+tpn7bWl5D+eS9obr0gJ2yM965+zlmEKg1LjfL+Xel8BxNvFrq8t8RnzHTGN/uEYQQ9xcZ2i+EEEIIIYQQ4p+hzF4X+DJ0Rfu/knwyG7Skn8Ig8KmoOghqzBnf4fa8//ZU9nfvi5+fBx3dWmKpL2m9GxLURBlAs9hsTg1phm12GqXdR9KMEjKi3yI+6xoAl56Yph1ib+CiKo+aeQeICEsyPkB5LFhxhbMbvtIN7S9fGKz7fwmqrHq0HlTHYENbCym3NTss/aIqj6seHbA2TGinDKTHhsVMiPQh2NcLf28v3NyqzvsahbtZsXw1W3Iv6D9z61IR6LyucDCzZQkq1V+06dbA+OMbyvr8riQSdUP7tdzxNlhuXG6W86+x7xAejZzJ6/sD6e/bBQ/vVrRyrfIUhRD3IAmkCiGEEEIIIYQQt0GT7uEs9C0iPyubrevmkVDQmnFTx+jn1rSKa1t62cRyWNWReruu0mtMU6AGPpMW4mNhU02Xl4l7qRN1TCw7m/wxM04/yQcLXtb2isz7ntAZl61P153k4MnoiEUMUmWTvetXVr79KZcHTmN68GOm11dnsHjWdzhNmUq82yOgCzRvuk3JuZi+hOlrHZkasYjWDja6OWGrnOjAMtcAJi/oTJEqm+ytPxO19Cytwt4grKP0ShXifiJD+4UQQgghhBBCCHtnvApPUGD4o0M3/AARaDBLU0RubgGlCiecvbvx4qQZTGq6j02HL5jfxiRnlEG2bN3wIxmlXa0b1g/YNWiAIj2b300uLUGlKuLJQX66oeXccG72uHoUc6yg1OCzK9VMt0FaXF2oUajG2jMvUZ3gtLoMe1clXQaPYvKUwVxZvhOzM4iW5LNX2Ze+bgZByEplZY49rq41OVpYaPyxwfYlqiO0fvZJbRBVp5SqWMq/KxTl5lKgscXJtQPdhr/CnPEt2ZWaZTTvqhDi3ieBVCGEEEIIIYQQwqE9wf45rFp1SDdnah6bv9losII9ru1UbNn5uzaops5h7dpDBsvPkBa5gJVZuvCh5v/Zu/f4nOv/j+OPq9i10mZjzGEMC43GsIwslnM6kHMjotoccuqLqagcvjnn9GO2cswQiVIqwgyxLMYYYY7D2Nh2jS9T2e+P6zLXxU7O4nm/3dxu7fP+fN7v1/t9Xdnldb0PhzmYcAWnq0vAHV0oY0jmWFreCb+SnvWwi4pim7cn7nnebVHheToW38KXC2Itybl09oePJnR7KmDE6GggZsMOS9/2sTx8tU3fvBv4ErvsW2JNmUA6p9YsZ1V+275eaR86GVayJOJYVnu2Y2Xr/N5wPp4dwTFLMvPcoX2cKlYsa2atg1t5CiQlX0s6GotSOu53/khIM8e64WvmWx0WlZcSvq/xxLLlrEswJz7PxnzHd1bP2xUryr6oGI6bMsF0gk3hiziQa415j9+pyClMWHr1tblMfPxxrjgYuWGnCRF5oGlpv4iIiIiIiAh2eHUbQssp0xgUlEoBDz+6+vrCjqvlDvh0C2T3lHH0/fYKT3n48ZK3ByRYio1edBmVwaI5YwmckkqmsRzPtQ4mqOaTlhvK4dvJhdGjerMqmz1Obbg9Q0NHA6fq5LXDqrVSNBz2EXazQxkWNINLOFCx9bsEWpaOX+vblxTw8OPNV5pQNuR8VnKygHdnRppm8PmgXqQay+EXUBc/tt9E+9fFMrgHp2dOZtCiixTybMkb1mN1nZJN+vNJ5teEDVrCmQwo5NmQ/sEvZs2eLeTZEP/VMxkUuJHACf3wcanHB71OMGPcByzOeIqKbbrQvs4uVmXkMmPYmltDPuiVzIxx77M44ykqtWlNTY+tXN3ooEj9/gw4Hsb4QUv4n0Nl2nRvhV9MBLlVn/v42eHV7RPahc9lVNAM0rCjfO3XGZHDNgwi8uAypKWfz+/8d5H76vTpZCp65Pv7WBGxcq5MxVzLixzP/Tt2EZG7QX83iUhODsQffbQ/+5uimTbwEK+Ftc//jNQH3LnIcfQ93SH3BLII5v//XV1d7ncYItnSjFQREbmL/uHEb8n0XnqZ726xhlKOjzO3d3GaFNevLBEREXn4ZWSYSFzzI0favPUvTqKeZN3IpdAtiIZu9pAUTXi4iRZDb2aGrYjIg0f/KhURkbvHZGLabSRRAU6a/qHpwnOk9C+OzjQVERGRh5oplrBBM9hboT3Bwf/eNCqUomGPeiyaM5zA+FSuOJbHL2ggAWV0TIuI/LspkSoiInfPpUwS70Q9FzPzOClVRERE5CHg6EWf0JD7HcWdUcyHNwb78Mb9jkNE5A7S10EiIvJAaudouOVnl73ugsFgyPGP/6IcTjp4BPwxtiKG0Zvudxg35/S3tDG8xrzEK/c7knsjdRtz5/xGyv2OQ0REREREbCiRKiIiD5x3XinMkuHF2eF1a7+mXplzkJSUFFJSUkj/eRjwH76z/JySksLy10vf2YBF7qDzUQsJHjyHjak6D1RERERE5EGipf0iIvJAeeeVwnzRyBG4fMt1GJ2cMF79wckJsMPJyUl7rMq/wlPNJnE66X5HISIiIiIi19OMVBEReWBYJ1FjZidRI/ZuLeWOZuJjBfl0yz/XLl23fPyPsRUxBIezdkATShpeZV7iFc5+HYDhtS/Z8N1gWpQriMHgSpmus9hzKZeZg0fWMP6NapQ0GDCU8yVg0marJdvmOPr/vJ0vr97j3pTh68/mEnsau+f1sbTvTs2uE9mUNXMxn/WlprI7tCueJR7HUKIy9UevtVlGnrTh/3i7jod5KwT3pvRctIeLlrJ8jcGl/Xwz4BVz/QZ3GvULv26MjvHr2Dez2r+hPHUb/2eJv3jl9ny+Po+tGG6mvRvG7Opr/cO1MTG4XxuTtB95x1CdMTus3isZmxlocy3n/pjH6//4PrQjFQwzSxZMAAAgAElEQVSGa++5oz/wn+ZVs39fRH2OwTCKyKwGrV9zVzya9eWrvf+7Fo/lvTsr4jv+07wiBoOB4pXfJMz6ntRdfNnNjwoGQ/ZjLiIiIiIieVIiVURE7plXc9n39N4lUW/CuA/5stIAFq0fQVMnS+wrP2Lwb/WZHpNE6uEFdNj5Hi/P2ZP986d/pFOdLkQ2ncP2lBRSI0ZR4etm1Bm9KSsxCTAlcBKZwT+zNyWR2A+L8Gn7IXyfw7LuPVPaUO3H6ozaeoaUlN8Jq7mRV5tMZNvN1DduBBMc+7Ju31lO/zKYYh924pP1FwD4e8MneLXbQJ2ZG7l48SKm77tgGtCYYEt53mNwjGXdXuK//3uD8JhkUk+tpNuZYTzbZRknAUhjbc/GDDjXgVX7zpKybyXvXw7l2b4/WhKJxwh/oxl9/+nLj6fOcWDDUMpu+IZvySnpl1d7Z/jxjRdp+kcDwmOSSUmJZFyplbzQ9L9stE4kjuvNSDvLmMR8TLEPO9Hnp7NQuDHd+qcwPmJH1q1/b13JxGffpFGNx/PRH2DlSP576FVmr19Pe8/HIGMzQ33fZX+H+Tbvi+ZzDmbTvwz2jG2N13R7ekWcISVlF98FmBjUoCvzD1v/P/ID//lkEy/O/J2UlCMsanGAoC6z2Z01pv5MKT6EtSkppMYsNY/RJ2tt3ociIiIiIpI7JVJFROSeGN/dhe+HF+H70jcmUx/IJCpAn1nM7tkCf/8alLS3xO33XxaOfYXyTk4ULteEbt2e4+j6fZakna09i8eysOk05nerRUnL/aPmTcXtw7EssTo46Z15M3nXuxROTq482/Fdeiev5I/D2YxB2lpC+l8mZGx3apZwxsnJFZ9+Q3kvegI/WM2YzLO+Pp8R8oY5puLVXyWg1d+Ex+wFoIDv++zbP593vUthb2+PQ/WmtK77F7sSreas5jYGO5fx3uKGfDolgJolnClcohqdJ0+j1+lIolMzYWc4g2Y2ZeLwlynv5ISTUyVeHtKP1l/MY03iFdi5jIE/v8yisLeznm/7aX9ak0MSPs/2vmHY4uez6nNycqfx6C/4stB4hi0/YfNaz+12dUza0qtHAcJjDgNGfFt1g9kRlmR1BlE/f0+V91vxHOTdn6zx6oS/vz9VnAyQmsqR0xVpVMc7630xeO4qRtd4MpvXfBMhQ5IZHTqGV8qZX/Nnu4YS3mYLXRf/ZnWjH2PnjrXc406jt7pQI3oDcYlXABOJMeep7u9vfs1KVKPdpBWse70Cl7IfVRERERERyYYSqSIicg89yasDbZOpD2wSFaCkPU9cf83Z9lqJEm5wKbt01Bn2RcTh/1INnK0vV65GC8PPHD58bTZkaXv7a+WFC1PecBZDdlUe2cUyNtKjwuPmZfcGAwbDc4zitM39edaXTb/OXe2DvT1JEdOvLe03uNJ2xXVbA+QyBmf3bSPx1QY8a2+V+HR9mekbpvKak4HkI9HsYDrNnnjsWh/KteVbLnHx6vN+DfBxynn2srW82ju7bxM7Xm12XX0V8W5enA1HjuQwJoVxKvcEWNKMBeo0pWfSAtbu+Acyovlptht9/SsA5Nmf7MYL18b0H1OIsVUqUOutfsxYvI6EEi/Q0LvUjR3ct5PpNOH5Go9bXTTi7V8fthyxSuA7YW/7olCeDEsMz9Jh5tv81sIDj2aBDJy7nD1U5MU6FWzfmyIi8kBKXNafzkuP3u8wbJmimRY4mU2mO7RNzJ2uT0TkLlEiVURE7olBs5OZEHsR62TqA51EfRBdyiSRd/j61DlSUlJs/gTXfTzv5/Ph/C9DqPvJn7wYso3MzEwyM0/zTauid6RuAMOlS+Azno3XxZ+S8hXtS1g+ljjb517JvWasx+sDrpiX98dEMal6exqXN8ear/7cWCE+wT9x6uJG5nR8nn8iJvKysy+dfzqRw/23z61lCIcu7mfV8FeoHrOUTt7leT7kDy3tFxERERG5CUqkiojIPWObTC1535OouR3pdPuK84x/FSJ+2mFzkBN/7mJVZnPKl8/fjEsb5SrTid+JO2yHk5OTzZ8bZs7eoj9jfuBsx650rlHEcuXmFn8XfeY5SqzcSvx1h0fNmzyHTamZ5vLoDcRfcsy2D0Wf8aPGyl/My/LvSHvZ1XeAmJ/P0KBcuXz3q1bzHpRevpX5EXN49g1/PKzbz6U/2fkrZimTQtZx0r4s1Zp3oM/MH/l1ZjHCQ9bfuEXEM9XpzRp+sz7sigxiIiKhbjmymcN6oyNrmDx5EdE4UrnOa7w5eSG7573Bll4/2eytKyLy0MmIZb7NLMeTrBvam7l7rv2dun9hPz6MSMz6+XzcCqYO6kVgUE8GTF7PsYzsfx9diAq5bpboSVYE9WTh8aufZ9LZFT6RQUE9CQwazGcL/iDNpoaTbJo9kb5BPXm371jmbk/NphVznR+vzuDJX8cQGPg1WS1m2D4fFnEsx2Ewx7qFXeHX7l8cl3pDeeycj2za+CthM3PHvU9gUE96jZvD2oQrWfcHDppFrOFP5g/qxdgtVp90bJ4JJ9pmhulZtlliCAwazPhfDpCWV3020vnzm//LGtOJS2NtxjRxWX/bZ21muZ5kReBkIrb+yvi+ubSR47heJnZOX5vnTq0ZSZcFsdee3buUt0es53TWmG7nVOQMBuX6GovIv40SqSIick9dS6Y+zv1LolbEO8iV6ZPmsD0xhbTEXXzz6eRcDjS6NVU7BhOwug9d5vzBqdRU0o5EMqH/cBI+C85ltmIuXBvTf0xRhvcfwIKYk6SmpnJm5wLertyFr/OZeMxLiRLVYNIUvog5SWrqUTaN7cN7K84Sm5iY98MA1dvwfx1/YnDfZcSlpprH9oP/8NZvDlRwMljK4+jddTRrj6SQmprK8V8+pkHTiURfyoTqr/Cf5j/yRuCs/L02ebbXlpEdf8uqz9yngQy6MIiRr5fO/8BUr09QejBdh5Sj10sVrms/l/5ko2DJJ4kePoAPF1neF4m72BKxFzxL3LjUvrAfPce48EHQEH44kkJq6mlivx7EsGV1mdfx+fzFXqIEf38dyPuT1nE4NZXU1KOsj9gBTUpwEyMgIvLvYyxHlarxHLya3Ew+zG9JV/g1LsFyw0kS4hzxe7q4+cdD3zE6/DLNR00nLHQKg2vu5ZOQLdclQPPnXORkJiXVZWBoCGGhwTQ9O5cRv1xNUaYTPWU0v3l2ZmpoCF+MaoH9txOtkrBXlaJVaAgjmhr5X+MhhIV1wB2As2ye8hnrS7dlXGgIX4xvT7FfxzIiIuff1U+uiSK5wTtMDQ1hUs8K7J4cyq9WSc4nf/2R7d59GT/N0kbyZiaP2ETxgM8ICw1hStsirB8xnrVJmRTy7UnY+LfxyqxMl/EzCK5r+e1limbaiG083W0iYaEhjG9akOVjl1oSs+nETvmUJXavMi40hLCp/Xl+31SmRKTkXN919i8cyuy0a2Pa4GQYfawTmXkx/Mm8rX/TcdTn9Mu2jdzG1Y4KVTzZE5+Qde+hraexj4zLSjyfStiHk28FXLPG9Ft+cQlgfGgIk3pU5uDMZWzLITEvIv8eSqSKiMg9Z06mnr+Py/kL0yh4DgNMY6lVsggVGwxkTcveDM3pQKNb5foy4VvnU391N2o6O+PkP4jtTRey9QO/W5xBasQneDnbuhtZ2ModZ2dnqg+OpM7iyXTI556ieSnddTbbPnqCz5uXwfmZpkywG8wXQ9w5dzg1n8vAy9Jmzk8MLTSXNs8Uxcm7HSF2Qeye38Yye9JcvqjhPt6r44Kzc2VemG1kUOgAfOwNQFk6LYog7PGpvFyyCBUbjOJIy3foneNrk1d7xXl50XpW19pAJ28XnJ3r0zeuPt+v/ogX7G9mzJ7F/61a8GZXXrNJgufVn2y4vszcDcMoOq+L+X3h3Y5vq03j4NjG2bwvjFQN/pbY3peY4V8cZ+dqtJoNPTfMo0v5fH6Ms/di4E/raPfnJzRydsbZuT5jzr1J9JK3s2bWiog8nByoUKNMVuL0QvwuMpo0pnHMXnPyy3SSPWe8qOr2GJBO9MpfqRjQhkpGA2BHyfqNaB73OwduYd/Oy0lnKel9NalWFJ9uQ+hZ1clceGI9IWmt6VrXknJz9KJpUwdWbT2ev8pPbGZ22it0aeaOPYCxPK/3aMPlhRvIaSfV/zVpQUO3wgA85dmSDjUTWLf9dFb5pRc60LWGK4WN5p8TNywlsU1HWriZt9spWKElvdtdZk4uM18T1yzgVEBH/IqZf/8V8m5EC/tINh+/Asm7+G6PL2+2q2SJuRT1At7lGdLzt/bFFM0vEZVp27nmtTHtEYhf5Nqb2Fe1FJ07NaOMoz3ZbiKUx7gW8qhGpauJU9NhojMb0KzOXvYkXAHSORF3hlpVymRVd+mFDrxVxfyaP1WlNj6GaA6cUSJV5N+uwP0OQEREHk2DZue0bOsO832fzOw+s5ZrwsSfDzDR+lpmh6z/rBV84IY5kEU7LLS+Jcdr17czaNEuBi3KrtCH/1z5Kx/XrBXGJ2gaq4Km3VJ9N/arOG2WJ1tdK4xPv/ns7Tff6p4jWeVP5GcM7CvRdtIPtJ2UQxfsK/Fq8Fe8GvxV9uVO1Xhn0S7esR6zzC45VJaP9ihL4+Cv2JtDe9m91tldq9ovMvt5sbn0J6f3R8HKbZn4c1vb999VN7xnC/Ns12ms6prdaw64tmZZZuvcrzk9R5+5m+gzN/sqREQeVkUq+FA24hCnKcGZPaep2zSA4if+j4NJzXBPPsy2+p70ASCdhLi/+S3uPX6zqaHyLc3eL+HbDudxIxiw04+WvrWpUuNpnnYzl11IOMHjJ3YxLGiJ7UON81f3hYQT/OXpZ5mdalGsGJXYxXFTJu6O2X2RZ7T6bzsq1HiaY8cysq5cMTpalaeTkPAPXo3dbGooVqw8BfecIA13Ct9Qv/mZ5NXDCbzuM48/QMZZDnmUvy7marT3z62n1tWfJMbNk/ZGq74Zi/J08QMcS8uEbPt8nUwHjMaci/McV5fyPF98PQeTMil9Yh/HfF/gHadk/nvwDC3c0ojf48uz/a59yWk7piLysFAiVURERERERB5Obs9QO2EJx00lORhfh7puhXGoUZAvDqZS9eRm6lV52ermorQaNoIWbndg4aZbPQZNfY7khL3s3fAz4+ck8nTQQIJqmmcoZtR+h9C3a2U/M/JWZHBTWxBkZGTkfdMNTaTneU+toIkE1XzyxoK7dJ6iKekur2yyGddSVKmRzLzjaZTZG0+jBgEUsq+G3YJDpFdMZpWvJy3vbjQi8gDQ0n4REbl77A2UuBP1PGG4c//QEBERkUdIKar4H+b3b7ay1tsTd6BIlXpc/P0nIuJceLrM1U1VHCjmkUr0wZtKR+Zw/TLJ8fGcybDDxa06L3R6j9E9K7A1Mo40oFCxYhij9pLzIvncFXIrTcG9J2yX8ZuSOE1JyuRnZiaQnHCCssVymp7pgJvb48QmJNhcNSUl81fp0tnMRjU/U6zYY2yOS8i2FGNRKsQfvi7mExxMyOd4O5TCO2Gv7eFfGWc5k1mZsoWv9fnmjsi0lZ9xLVGlHnujlrNlq6d5SwiXZ2iSvo3vI/ZQ2qO0Pq+KPAKUSBURkbvH0ZE+7exu69v5Uo6PszqgCE53LCgRERF5lJT2eIaYqCjqVbEsVXcpT/2kzay55MPTxa4m4RzwbVqHhIXzWJdgTsf9lbCZyWN/znbf0UJupXlyzUbLqfTpnIpcwSqr8lORU5iQdar8ZeLjj3PFwWheYF/heToW38KXC66Wp7M/fDShOZzq7uBWngJJyddmRpauR/fCP7Ak4pg5cZhxknULv8UuoIHtsnQrT65Zfq1fh75jfkR5WtR0zeFuKNGgHSWWWT2TsI4FS+3o5l/WfIOjC2UMyeZl9Rbu9VvivnE+c+Ms/TDtY9HI2eYxcqlGy6pRfLV0f1bMm+eMYeHBKznWZ8PRh2b+f7J06W7LOJwlNnwZm+o3ws+S5HRwq8zRyChLsjWd/St/5CaOosrfuJYuT62Y31nr62m5VpQKdUxsiLxw7dAyEXmoaWm/iIjcRY9T+nlXVuTzcHERERGRO62QRzXKZtpR9emr84hKUaVGQTKueNokHgt4d2ZSryXMmPI+i02ZFPDwI6B7QPbJydKvMbzzZEYP6kWosSjV2jTALyttZ4dXt09oFz6XUUEzSMOO8rVfZ0TWUv5SNBz2EXazQxkWNINLOFCx9bsE1sz+a+NCng3xXz2TQYEbCZzQDx/HotTr9yGZs0MZvOgMF43leK71YAb757wOKMPXG4cN0+kbeZCLxnK8HtwjKwGZLZd69P8YZs/8gMVJlyjgUZu2H/ejYVbiuRy+nVwYPao3qxoPYUE7d3BryMfDjMyeOZzApEtccahM657d8HE0AA549fuU9uFzGRx00BLzIAb7O+dc33UqBYyic3iYZUwdqNz4Taa187o2Tr6dGbBnGqP6fscVx/I0aOJFxZua95uPcXUsT023x7Grcu24xpJVqkPmRcuhZSLysDOkpZ/XsXHyr3D6dDIVPXL6jlVEcnOuTMVcy4scP3CPIhERuUZ/N4lITg7EH9Vn/zvkQlQIQcdaZJucFHkQHYg/iqury/0OQyRb+spEREREREREREREJA9KpIqIiIiIiIiIiIjkQXukioiIiIiIiDykCvn2ZIHv/Y5CROThoBmpIiIiIiIiIiIiInlQIlVEREREREREREQkD0qkioiIiIiIiIiIiORBiVQRERERERERERGRPCiRKiIiIiIiIiIiIpIHJVJFRERERERE7rILUSGM3ZKSv5tPfE+3yb+RdndD+ne512NiOsFxU+a9ak1E/iWUSBURERERERH5F0tc1p/OS4/ekbpOrRlJ97Hrb0hY/h0zm3c+WsL+O9LK3Xe7Y3IqaipDl27n0h2MSUT+/ZRIFREREREREREASjZpT7NDS1i+5x+rqydZ+c0fPNfmFSrdt8jurZJNxjLv7VrY3+9AROSBUuB+ByAiIiIiIiJyN1yICiHoWAsWtHO3XDnJiqCR/G/odALKPAaksys8jK8iD5KGA+Ve6EDvzrUonFXDSTbNXsSSqINcNJaj3ltBvFXTyapub4LP/8C0LdX4KKwD7rnUV8i3J8E5RnqSzVOmMS8ulQIefnT1vQK4WJWnc2T113z5wx+cybCjSPVW9Oz1Iu6W/qwCnmQMgWv8LXEASdEsmrOM9fGpXHEsj98bgVmx564yr3SvRp8fInmp6ou4AheivmOlQ1tG13wy667zcSuYPWc1u02ZFPJsSPfubfFyNORr3LMfu5scE9Nh1obP5buYM1w0FsWrdSB9/ctmtXW7Y5K4rD8Drwy41oeEzYTO/IY/ki5RsFg12vToRkM3pVlFHjVKpIqICOfKVLzfIYiIiIjcc+ciJzMpqRFjQv+DK2eJnvIpI35xYWIzdyCd6Cmj+a32UKZ2dwVTLIvHTWRhseGWJCw8+euPbO/Rl/EBrhTOs76cXCZ2zhi+K/ou40O9KGw6weY5YwAPmziHxzVizNR3cOUyR5eNZtiC0szvXIlWoSHUuT7plxHL/KErKDj4Y8I8ngBTNNMGhvLrhME0tiQ7c1PItyWvrvwvP+2pz1tVj/PD7F28MCgI16s37F1K//B0egyeTt9iBs5FhTBkYDjvhXWmWj7H/vqxu7kxOctv4ybwx8sfM7WnK2QcZvnIscxxm0a3p0vd+THJiGX+yJ9wHPwZYR5P8Neh7xg+YjYO03rynDHv8RSRh4eW9ouIiIiIiMgj6XLSWUp6V7AkCIvi020IPataZiieWE9IWmu61rWkDx29aNrUgVVbj2c9f+mFDnSt4UphYz7qy4lpFxFbnqFdu2fNCUXH0tR7tbHNLUV8BxPS/3lLvXa416mBfeQOctwB1OhFh6mjeMPjCUvslalbNYE/Dub3qKZSvNq2LhsXriEqcgU/e75J66evpg/SiV4diVebjvgUM1jie5s+NaP4Kb+HaXHj2NnIc0yKUmvY5wy++toYy1O3RkHW7jieTWUWtzMmGRmkZZanquXZghVeon9wM9xRElXkUaMZqSIiIiIiIvJIKuHbDudxIxiw04+WvrWpUuNpnnYzl11IOMHjJ3YxLGiJ7UNW+bwrRsd815ej9JPEFKvAa9YzG6+f5Wi8TOLqryxL+69e9M+12seStrFo4besj0/NuuZRO/+n0Bfwfonuqz9hVrgT7YbVsZo1mk5CXHGeDXjC6m47XDyKE5tgApzzVf/1Y2cjH2NizDjJ2tnmpf1ZB0LZ5p9vcMtj4lgZ/zqrmdp3LHXq18G7jje1PDzyfk5EHjpKpIqIiIiIiMijya0eg6Y+R3LCXvZu+JnxcxJ5OmggQZZ9MzNqv0PozRw4lEd9typx2ecMP97EsrQfOPE9gcMv5vyAKZqZI7/DZXAwYR5OmLcp+JC1N9VqUbwbVGVWZjXqueW9mNVgOntTtd+ekywfN4EDV5f2c3VP01weua0xccCr+4d8YTrB3rjfiVo4nOmZr/JJ8IvZ7O0qIg8zLe0XERERERGRh1hGDtcvkxwfz5kMO1zcqvNCp/cY3bMCWyPjSAMKFSuGMWovx/LdTu715cihFN5JhziTYTUz0vq/SSchIZkmbepc26M0I49ZlOkn2e7ZghYeVgncvJ7JQeYNe4A64FblDLuPWydyL5OU9A9ebtazTHMa93zIa0xMJ0k404AOdV2vFedV5+2MiekEBxPSwLE0nnVe563BA+mc/g2bj+eWuRWRh5ESqSIiIiIiIvJQKuRWmifXbCTalAmkcypyBausyk9FTmHC0lhLovMy8fHHueJgxAhQ4Xk6Ft/ClwuulqezP3w0odtTr28mf/XlxLEa/nX3sXTpbvNzphOs+2aN1Q1GjI4GYjbssJTvY3n4apsqHNzKUyAp+VrC1liU0nG/80dCmrnfG75mfvw/1x4wnWBPfH73S72eAz5N6xO77FtiTeZE5NmYJXy93ZeX6pqX9ec17nnKa0yMRgobdrHe8lqcj1vBV6ttU6k3PSa5Mf3J3BFzWJdg2UQg+TB7kpxxtdceqSKPGi3tFxERERERkYdT6dcY3nkyowf1ItRYlGptGuBHrKXQDq9un9AufC6jgmaQhh3la7/OiKyl/KVoOOwj7GaHMixoBpdwoGLrdwnMcZl+XvXlxA6vbkNoOWUag4JSKeDhR1dfX9iRXfmXFPDw481XmlA25HxWkrCQZ0P8V89kUOBGAif0w8elHh/0OsGMcR+wOOMpKrbpQvs6u1iVYU42/n1oPZO/LMrQ/3vp1pame7ZjSrslzBjZm2mmTAp5NqT7hLZ45Wvc8yOPMTF60WWYialTPiQwtCDlXujIa03Lsv+iKauGmx2TXLk1ZEgwhM/8gMVJl7jiUJnG/QbSqJgSqSKPGkNa+vlbm98vco+dPp1MRQ/tQCNyK86VqXi/QxARuWlFjh+43yGIyH1yIP6oPvuLPKIOxB/F1dXlfochki3NSBUReQQoGSEiIiIiIiJye7RHqoiIiIiIiIiIiEgelEgVERERERERERERyYMSqSIiIiIiIiIiIiJ5UCJVREREREREREREJA9KpIqIiIiIiIiIiIjkQYlUERERERERERERkTwokSoiIiIiIiIiIiKSByVSRURERERE5KF0ISqEzkuP/kvqPsmKwMlsMmXeZFk+mWJZNO59AoN6svD4lVuvJ99uM2bTCQ4mpN3ZkEREbpMSqSIiIiIiIiIPtcvELvuC7eV7MDU0hIAyD34q4MKhXxgd8gen73cgIiJWCtzvAERERERERETkbsogw5RJjcZPY3+/Q8mnQt7dmeV9v6MQEbGlRKqIiIiIiIg8xM5yKvJHPg+PJdVYjnpvBfFWTSdLWTpHVn/Nlz/8wZkMO4pUb0XPXi/invVsOrvCw/gq8iBpOFDuhQ707lyLwvmqG0jYzNyFy/gt/iIFPPzo3iMAH0dDVvGpyBlZz/oF1MUAuOTSk7/jNzF14SJ2mzIp5Nme/v1tY/3zm3l8uWYPaThQ8Y336ONfFntOsiJoJKsA4noTkenPR2EdcAf+SthMeFZ8tWkT0JVGbpbZqqZopg08xHO9LrMsZDM1hk43z2TNo093Jmbz1gnvbanO5P7PUxhIXNafr4r2ptmJ7/ky8iD/c6jMG/37XouXk2yeMo15cakU8PCjq28BZoWT1VcRkTvhwZ/PLyIiIiIiInKLnvz1W35xCWB8aAiTelTm4MxlbMsw79t5LnIyw+Oq0GdqCGGh4+npGsmwBfuznj0XOZlJSXUZGBpCWGgwTc/OZcQvR/NVN6Zopo3YxtPdJhIWGsL4pgVZPnYpV5/+O2YBw35xpMv4GXwxtRdNL+9mU24dMfzJvA1/02rUdMJCR9HJ8K1NrEeXfc6XmU0ZGRpC2NT+PL9zPFO2pAClaBU6jsAqBfAfOp2wq4nF5M1MHrGJ4gGfERYawpS2RVg/Yjxrk6z2NDWs59vdngwaP9mcRM2jT3cu5uwdWPgjyQ16MzU0hHGv2bEwZLWl7cvEzhnD90+1ZWRoCDN6+PN3TK6jKSJyS5RIFRERERERkYfWpRc68FYV8yzRp6rUxscQzYEz5mRhEd/BhPR/HlcA7HCvUwP7yB1ZicHLSWcp6V3BUl4Un25D6FnVKV91J65ZwKmAjvgVM8/WLOTdiBb2kWw+fgVIJ2ZDFF5tWuPlaAAcKFm/BS1y60hmOd7u7k9Zo8EcS6eOVIrcaE7cmqL5/hcP3mxXybx031iKek3rsy8qnpyOa0rcsJTENh1p4WZe7F+wQkt6t7vMnIhjVm3Wo3PnWhR3NOajT3c/ZpeAjjS0xFvEuzbeSftIMmWCaRcRWyrwarua5tfKsTT12jbJbTRFRG6JlvaLiIiIiIjIQ+uK0THnQuNlEld/ZVnaf/Wif1ZxCd92OI8bwYCdfrT0rU2VGk/ztFt+6k4nIeEfklcPJ3CRbce6gegAACAASURBVIn/1fK4wlRsY71jqV0ePTHa/uhSmmfZRkYGkH6SWMNmYoM2297j+Wau8Xk1drO5WqxYeQruOUEa7pbtC+ystjHIq093O2YobDTecO0SlrooyWu5bDEgInInKJEqIiIiIiIij6TEZZ8z/HgTxkx9xzyT8cT3BA6/eO0Gt3oMmvocyQl72bvhZ8bPSeTpoIEEWe+DmotaQRMJqvnkXYn9ev+4tOTj/za/rf1AM0jP85472afcYr5wR1oQEbmztLRfREREREREHkHpJCQk06RNHcvSfSDDan9QLpMcH8+ZDDtc3KrzQqf3GN2zAlsj43Jcen6NA8WKPcbmuIQcy92qpHHgzCWb9nKXYftj8gl244DRCDi68EzSTg6YMrN9Mtv23R4nNsE2PlNSMn+VLm01C9X2mdz7dLdjzoVDebw4y5mMO1CXiEgulEgVEZGblE70lD4EBvXM9k+3yb/l4x8XNydxWX86L83xGAMRERGRW2DE6GggZsMO82cX0z6Wh6+2ueNU5BQmLI21fLa5THz8ca44GK9fsJ4t9/otcd84n7lxqeYLpn0sGjmbaFMm4IB3A19il31LrCkTSOfUmuWsyq1CwxFmzY7gWEYmcJbo8MXsr/8CzxkN4OBD87onCM8qv8ypyBmM/CXnz08lGrSjxLLlrEswJ3P/SljHgqV2dPMve4t9uvsx58ixMv5197F06W7La3mCzd+sufl6RETyoKX9IiJykxzw6TcNH8tPicv6M/DKABa0u52FZCIiIiL3mh1e3YbQcso0BgV9SQEPP958pQllQ85bEqd2eHX7hHbhcxkVNIM07Chf+3VGvF0Le/Kx9NytIR8PMzJ75nACky5xxaEyrXt2w8eyj2cB786MNM3g80G9SDWWwy+gLn5sz7m+zMp0bVCAFUN7s9uUyRO1OzC+cyWrvvyXAeFhTOu7hDTsKPdCRwI75/L5zKUe/T+G2TM/YHHSJQp41Kbtx/1oWCyXfUbz6NNdjzlH1q9lKgU8/OjqWxv23EJVIiK5MKSln9fcd/lXOH06mYoeStSIPGhySqSe27qEWcsiOGDK5CkPPwJ6BNh8yL4Qs4QZsyM4kPEUldq0psbecKJrjyC4rrNVLSdZETTy2uyMTH8+CuuAcVl/Bl/sxfysD+J/8nXQVzgMG0ELx+1MG3gIn56waU4EBzIK4t74Hd5r52W1TO0km2YvYknUQS4ay1HvrSDeyudeZyIiInL3HYg/qs/+cnv2LqXbL6WZ3P/5HLYqkAfVgfijuLq63O8wRLKlpf0iInLH/R2zgMEroeWo6YSFhjCygYkZIRHXlvwnrGP0jMNUHTyasNBx9ChznIi4v7OpqRStQkMY0dTI/xoPISysA+5AiToNsY/cQdbCrxN/strFj6pull9rhvVsSqtD4NQZhI3vicfOmUyJSLHcnE70lNH85tmZqaEhfDGqBfbfTmTh8St3cURERERE5O5JJzbks2tbDmQcZnl4BM/4eiqJKiJ3lBKpIiJyxxXwbs///bc9lYzmGaiFPJ+jRvy1wwQSo77nSJOOtHAzf7R9yrM5LavcxG4zpX3oWDySzZbk56m4nTjV97x24mvmi7T0L2v+4Oz4DG3b1uJoZAynAU6sJyStNV3rWo6VcPSiaVMHVm09frvdFhEREZH7wgGvTm9QZsMk+gb15N1BszjeOJh+NiudRERun/ZIFRGRu+Lc1iWEW5b2m1WmBmA+IfcfvGo73kbtpfBsUIIf444TUKYgezdcplGPMjZ3WB8CUaBCNZ5JiOcScCHhBI+f2MWwoCW2VTa+jXBERERE5P5yLE+jnsNpdL/jEJGHmhKpIiJyx12ImsXHK4sSPGw6FR0NYIpm2sBNd7SNkp71sA/Zy/GaDmzKrEdXt1wWWVzOIMPqx4za7xBqOShCREREREREJD+0tF9ERO649IQ/qfhKE3MS1eJS1n854Ob2OGdMpttrxO0ZGhk2s2bldtKsl/VnJ+kkh92KYw8UKlYMY9Rejt1e6yIiIiIiIvKIUSJVRETuOLtiRdkXFcNxUyaYTrApfBEHrMpL+L7GE8uWsy7BfPzU+b0/8122h02ZObiVp0BS8rXDqgDz8n47tkbFUauK7bJ+DOtZEnHMnLy1HDZQqYk3rgAVnqdj8S18uSDWUl86+8NHE7o99bb7LSIiIiIiIg8vLe0XEZE7rkj9/gw4Hsb4QUv4n0Nl2nRvhV9MBBlX19e7NeSDXsnMGPcBizOeolKb1tT0eJz9OdRXyLMh/qtnMihwI4ET+uFjmela0rMehTOTqFfmuu8FM314zn4L0/qO4UBGQcq07k/frMMGStFw2EfYzQ5lWNAMLuFAxdbvEljT6W4MhYiIiIiIiDwkDGnp5zPzvk3k/jt9OpmKHrku3hWRf62zbB75CUffmkrA9UnRXFyICiHoWAsWtLP6u8EUzbSBh3gtrH3uy/1FRETkgXUg/qg++4s8og7EH8XV1eV+hyGSLS3tFxGRey9hHZ9OXs+xDPN3eeeiljDnUv0bZ5bm6DKXTYdZvfIkAXXL5H27iIiIyD2QnpBw3VZEd8pJVgROZpMpu3lQuZX9O12ICqHb5N/u0liKiNw6Le0XEZF7z60hfessYdbQ3hwwZfKUhx89gtvlewbphZhZDAjZh9sb/+FjN30nKCIiIg+Ck0SP+4z9b00gqOaT9zuYW5dxkk3hi/gu6iBpwFMetXkl4A0autnf78hERO47JVJFROS+KFKnPYPqtL+lZwt59yQsNIdCRx/6hPncemAiIiIit6QUL06dwYv3O4zbcpLlI/9LXPV+DJ1aicJGOL93KWNHjuLSsBG00BfYIvKIUyJVREREREREHkrm/dS9CT7/A9O2VOOjsA64A+fjVjB7zmp2mzIp5NmeAT39KWs0WJ46y7bwuXwVefDaoZTNKlL4aqUJm5m7cBm/xV+kgIcf3XsEWA7CPMmKoJH8b+h0AorvIazPWqpM6Ief5ZBM9i6l+/cuTAp+0VxXjvWYnYqcwefhsaQay+EXUBcDkNuukX/Hb2LqwkVZferf/0XcSSd6yoesqj6Cj/0tB28mb2bUhztpNq0nzxkNNnX8L3IJKx3aMqldpaz+PuXZjl5t9xEcsYcWnb0sV9P585t5fLlmD2k4ULnxm7zTzuvaGN0wxg3p3r0tXlb9uxCzhBmzIzhgOXi0xt5womuPIDjrgFBrtu1VfOM9+viXRXNkReRe09dJIiIiIiIi8tB68tcf2e7dl/HTzElUDn3H6PDLNB81nbDQKQyuuZdPQrZY9uNMJ3bKpyyxe5VxoSGETe3P8/umMiUixVyZKZppI7bxdLeJhIWGML5pQZaPXcrR6xs1VqZu3UNs3pOadenojk2U8/U2JxvzqOfvmAUM+8WRLuNn8MXUXjS9vJtNuXXS8CfzNvxNq1HTCQsdRSfDtwxbsB9wwLNOFQ7H7M3ab/RC/C4OevvidV0SFS4TH3+IEr6eNglRgJJNhjE/K4kK+xcOZXZaXQaGhhAWGkyDk2H0WRB77YG9S+kffo7nB08nLDSEYXWTmTYwnF1XyxPWMXrGYaoOHk1Y6Dh6lDlORNzfOXbv6LLP+TKzKSOvviY7xzNlS0puIyIiclcokSoiIiIiIiIPrUsvdKBrDVcKGwHSiV75KxUD2lDJaADsKFm/Ec3jfueAKROSd/HdHl/ebFfJPNvRWIp6Ae/yDOlcAhLXLOBUQEf8ipmTkIW8G9HCPpLNx69c16odnjVqs3fHIS4BcJIdEaV4vqYT5FlPOjEbovBq09oyg9OBkvVb0CK3TmaW4+3uV2fVFsWnU0cqRW5kW0Ymhbz9qBv3O7GmTOAyh3bEUaOOZzazOTPIMGVS2GjMfUBN0fwSUZm2nWviCub2egTiF7nWcuBVOtGrI/Fq0xEfS/+K+L5Nn5pR/GRJfiZGfc+RJh1p4WZO2T7l2ZyWVXJYMGuK5vtfPGxfk6b12RcVr8OoROSe09J+EREREREReWhdMTpa/ZROQtzf/Bb3Hr/Z3FWZ0gAZZznkUd72AMxi1Wjvb3k24R+SVw8ncJFtG/7ZtFvAszoNZ/xObEZNnkvaR5RHbYY4GvJRTzoJcYWp2MY61WmXRy+vS366lOZZtpGRAThWpm7NMNYdvIhf1Xh2bPfk+W5P5FGfOY7oKR8SZpkp+pfnm0zu/zyF008S4+ZJe+sZrcaiPF38AMfSMsExnYS44jwbYN2GHS4exYlNMAEFSEj4B6/ajuRL+kliDZuJDdpse93zzfw9LyJyBymRKiIiIiIiIo+QorTK6eCk9LyfrhU0kaCaT+Z9o7EyNep+wR8Hr+B2cjNP+L5ns2Q+3/XcNjs869Rgwh97Of/EIdZ5+9omQbM44FjsMc6YTIAz4IBPv2n4YN5r9r0tubdiSrp+Vq4tg+nsLcYP/7i05OP/NrdNcIuI3Ada2i8iIiIiIiKPCAeKeaQSfTCHReHGolSIP2y756npBAcT0szPFnuMzXEJ+WzLvLx/Xcyv7N1qoF5Vp2sx5FqPA25V0jhw5pLVtct5tJVh+2PyCXbjwNVV+gU8n6NRVBRLtm7MYVm/WYUq1UmN3Hvjnq824ZXCO2EvxzIyrZo/y5nMypQtbLDEf4bdxy/axJ+U9A9ebo7mcrfHLQnbfHB04ZmkneatF0RE7jMlUkVEREREROQR4YBv0zokLJzHugRzovKvhM1MHvuzOXnoUo2WVaP4aul+896mGSfZPGcMCw+aZ1u612+J+8b5zI2zHCJl2seikbOJziHJV8D7OV6OXEF4Zj2eLXZtFmju9Tjg3cCX2GXfWvY1TefUmuWsyq1bhiPMmh1hSW6eJTp8Mfvrv8BzV2eeGitTo+4+tm6pQK2nc17WX8C7HT2L/8iMWb9x3NKny6YTxO05zRUHo3kDAUcfmvn/ydKluy17lJ4lNnwZm+o3ws+yp6tP0/pW8cPZmCV8vd2Xl+o6A1DC9zWeWLacdQnmGs7v/ZnvcjpsysGH5nVPEJ7Vv8ucipzByF+upnvTORGn/VJF5N7Q0n4RERERERF5ZBTw7sykXkuYMeV9FpsyKeDhR0D3AMuycQe8+n1K+/C5DA46yEVjOZ5rPYjB/uYEIG4N+XiYkdkzhxOYdIkrDpVp3bMbPo7ZLZUHqEyNBnbsLOVpOZiJfNVTwLszI00z+HxQL1KN5fALqIsf23PuVGZlujYowIqhvdltyuSJ2h0Y37mS1Q12eNbw5q+0ZywHWOXEAZ9+n+Gy+mtCh37FmQy44liKGrVfY1y7mlkzWSsFjKJzeBijgmaQhgOVG7/JtHZe16rxbMeUdkuYMbI300yZFPJsSPcJbcm6w60hH/RKZsa4D1ic8RSV2rSmpsfj7M82Jju8uv2XAeFhTOu7hDTsKPdCRwI7Wxb6Zxxh7ZRZuAz7PPvtGkRE7iBDWvp5zY+Xf4XTp5Op6KFdcUREREREHnYH4o/qs/8dlrisP/NKfUKwZVbog+Usm0d+wtG3phJQRsnQR92B+KO4urrc7zBEsqW/oUREREREREQeWpe5nBTN0l8q0bCmU9633wsJ6/h08vqsfVbPRS1hzqX61FMSVUQecFraLyIiIiIiIvKQSlw2mI9XF6FWj77X9ky939wa0rfOEmYN7c0BUyZPefjRI7gdmoMsIg86Le2Xfw0t7RcREREReTRoab/Io0tL++VBpnnzIiIiIiIiIiIiInnQ0n4RERH5F/qL01uW8dWaHVx44lkadeqAXym7+x2UiIiIiIg8xDQjVURERP5l/iIhYhYTl2/nzPlMLiTF8t2Xs/j1aMb9DkxERERERB5iSqSKiMi/X9TnGAyjiLzfccg9YE6iTl11yOaq4fxhfpn7PXEXtfW7iIiIiIjcHUqkiojILftr30rGv+VHBYMBg8Gd51r25at95+53WPl3+lvaGB7DYDDk8OdV5iVeucONnmHZ6y4YDPUJPZxD3Vfjem0BJ+9w6/9u2SdRrzJciONEihKpIiIiIiJydyiRKiIit+SvnZNo4PkOKysPZ21KCikpkYS0uMTHns35ZMeF+x1e/ri+zKyUc6SkpJCSksKaIe4weGXWzykpX9G+xN36VbmRD1dsz7bkxM/hfIsSgrZyT6IC/FOmAZ6l9NFGRERERETuDv1rQ0REbsExlgwZyeHPlvHLB40o7+SEk5M7PkHTWNDfxIiQ9aTc7xDzxYiTk1PWH2engmD1s5OTE0/cpZbrN2tGgVGLWX3p+oTpblZM/pnq1avfpZb/jayTqE5U6zKYDwNq4WB1xz9lmvJeD3/c7leIIiIiIiLy0FMiVUREbt7pWH762Y7A5nWvSzQaqTc6ipRxfthnXUtj97w+tChXEIPBFY9mfflq7/9s6zuyhvFvVKOkwYChnC8BkzZfl4g9xg8DXjFvIeDelJ6Lf+LL1134dMs/OYaYvnMBvZpXxGAwUMa3C+O2nL31/iZuZJrVFgaN+oWzxzoBmrqLLy3xF6/cnnFbv2eY4bVctwV47K0gPi4bwtIt141F1GpGHOtJ/wHP2F5P3c83A17Bs8TjGAyuuHeYyKbUazH8MbYihuAf2B3a1XKPO/VHr7UZx6QN/8fbdTzM2xa4N6Xnoj1ctGkjr35Yv5bu1OxqHUM0Ex8ryPuLf+I//mXu4LYE1ydRA+n8rAtOlWtTu6T5Y4w5idqY8gXvSIMiIiIiIiLZUiJVRERuXuJR4niOCiUNN5bZF7aayZnBnrGt8ZpuT6+IM6Sk7OK7ABODGnRl/tX9QU//SKc6XYhsOoftKSmkRoyiwtfNqDN6kyXJl8HmAU15dbMnUw+fI2XnF3Q6OpNhK3JJjO6cQbMm31FjzAZSUlLYPtWXDa1aMGZHzonXHGVsZqh3e1Y3mMLmixe5lLKSbmeG8ewnay3xHSP8DX8C/+nLj6fOcWDDUCrMm8CovJbmZ1ajVf/mfDnnJ6tkZwabV3zJ30M70tje+lf0McLfqMNwux6s2neeixe3MavCSl5oP4t46zrH9WakXV/W7TvL6ZiPKfZhJ/r8ZB6nvzd8gle7DdSZuZGLFy9i+r4LpgGNCV5/waqN3PuxZ0obqv1YnVFbz5CS8jthNTfyapOJbLMKYdLghVQYMp+1IxrifNODfb3sk6hcPE7krDDWnrqiJKqIiIiIiNwzSqSKiMjNu3SJHfm5L20TIUOSGR06hlfKOePk5MqzXUMJb7OFrot/A2DP4rEsbDqN+d1qUdLJicLlmjBq3lTcPhzLksQrkLaJRZONVnW44xc8jIGGAjk1ytqZn5E2djTvepfCycmJYr69GdH9DB/8nK+obRl9GLhvL0u61aKkvT1Gp2q81KoO7E00J0B3/sDEn19mUdjb1CzhTOES1Wj7aX9ak02S2UrEkVOUbt6J1l+FseRqUjntV+aMceOzVjWvm+lblraLDvH72Fco7/QE9vZladzqNViTyAnr2/rMYq5lHItXb0uvHgUIjzkMQAHf99m3fz7vepfC3t4eh+pNaV33L3YlWtK4efUjbS0h/S8TMrY7NUuYX0uffkN5L3oCP1glqN+ZN5PezV+koXep29wWIbck6gx+OPaPkqgiIiIiInJPKZEqIiI3z96eGjYXzMu6r512P4pIgH07mU4Tnq/xuNW9Rrz968OWI5zkDPsi4vB/qYbt7MXK1Whh+JnDhzPhyC6WUZsq5fP7K+s4MSvOENe9olU8BnzGHAEu3UJnjRRK3Mj/ZS3tN+DScVFWafKRaHY8W50KTrknTrPl2ojub8VmHTp1IeIHZjVpT+Ns+mrkAAt6vGxZtm/AUOc/N9ZX0t4qeVkYp3JPkNVne3uSIqZfW9pvcKWt1azePPtxZBfL2EiPCo9bjetzjOI0BqthLW1vn/3zN0VJVBERERERefAokSoiIjevXGWeZ5s50QmAD++dSyIlJYUDczve4caMlMRI/vNzl+B0Jm9+m0BKSorNn3MD6t1882lrGeA/lD3NpvBHZiaZmZkkL34jq9jevjA4OVHk5msGCtPsrUCYHcE2jrFi5te06dkKjxvu2830lxrylfv7rDvyN5mZmWRunXhTLZ3/ZQh1P/mTF0O2mZ/PPM03rYrmvx+XMknkHb4+de6GcQ2u+3hOT90CJVFFREREROTBpESqiIjcvMI+vN7DkeFW+3saLafcO9tbzWh8pjq9WcNvNnuTZhATEQl1y1GK4jzjX4WIn3bYHi715y5WZTanfHmDJWm7ke17cz64yVZZnulQhDX7DmfF5JRdbPm1byfTT7ej+xu1smbNWh/Q9FSJitTYtIHo1Dz2RM1BgQbtGFFgMl+NCWHC790JfKnojTed3s+6rS/ydrcXKZnVB9NNtfNnzA+c7diVzjWupkptZ+fm2Y9ylenE78QdtrMZ02v74d4JSqKKiIiIiMiDS4lUERG5BYVpNGQ0Ad+/S4t+4WxPTCE1NZXT+yL5KSIefCwzGwv70XOMCx8EDeGHIymkpp4m9utBDFtWl3kdnwegasdgAlb3ocucPziVmkrakUgm9B9OwmfBtC/xGBT2460xjlZ1HGXT2JFMyPw7h9iK06x/MOU/fJ+eiyx1Ju5iQbfqtF2efPNdLVGCFkxjvCW+4xsmEtRvCRy27E9avS0ftfqJNwJnsT0xhbTEXXzz6WS+zeuwqSzP4v9WBaZ9MIaYga1oml2y18mVKiV+ZsKkVRxOTeVMzFJ69xsPHCU1nwncEiWqwaQpfBFz0jKGfXhvxVliExPNN+TVD9fG9B9TlOH9B7Ag5iSpqamc2bmAtyt34etbTCLbyiGJ+peSqCIiIiIi8mBQIlVERG6NexvC931P94yFdPJ2wdnZGa9Ww/ipbDB71vTmWQCMVA3+ltjel5jhXxxn52q0mg09N8yjy9V9QF1fJnzrfOqv7kZNZ2ec/AexvelCtn7gZ5npaMQnOJyV9fbSt3wRnKu/yyzXhrTJ5VdYAd/3+WVrIE/O60gpZ2ecfAeytv5svnjd5Rb6GcDirR/jOPZVSjlXxm8GfBL6Aew+QsqlTKA4beasI+zxqbxcsggVG4xiv+8LeR42Za1qqx60oBqjm9fN/gZjPT6OWEjTnQOo4OxM9eCN+H06idb8yamU/CUxS3edzbaPnuDz5mVwfqYpE+wG88UQd84dTrXMsM2rH0Z8gpezrbuRha3ccXZ2pvrgSOosnkyHW9kf1kYuSdRQJVFFREREROTBYEhLP38nppGI3HWnTydT0cP9fochIg+CjM0MtG9Doe0nGF7jTu7PeYccXUijcssJOvW1eVbtv9U968dxNg2exvdApYDBvOOtJKqIyKPuQPxRffYXeUT9f3v3Hxv1Xcdx/Hltr+3RUugPWzJAMANSE9kG2ZjAsqkNzrlBwAzZJIyFhfLHYApORVn5IQyyymQoLjAzjMCCMn9OEh2zM2RICP5CaVwTaKCbGCi0HBz0KHfX848yOAi0yyJc23s+/rp87vv53Ov7/evufZ/393uosYmKio+wAUK6BXrxrztJUmZop27haO5fU8eRcJhwuIk/Ll/Ci3c/yyM9ooh6iFc/M54nU28jsPg53p47m0m9qojaM85j+MASi6iSJEmSeqScdAeQJKlreVQt+yWnVyzii5W/p+HEEMY88QzvvLWIe9IdDYCRPPWzWtoWf5WJX/kzRypG8bkZK6l/4eHLD6fqHXrGeex6eTG7Lr22iCpJkiSpJ7G1X72Grf2S1Fddae3/gEVUScpstvZLmcvWfvVk7kiVJElpNpT7amu5L90xJEmSJKkLvenmbZIkSZIkSZKUFhZSJUmSJEmSJKkbFlIlSZIkSX1T/UkCC//LvnTnkCT1CRZSJUmSJEmSJKkbPmxKkiRJkpShEhz7Swvf3XGRV+JJ7igPsvXpMu4o6vypfLGphVVbomxtTdKRE2DGtCJqJxQB0FJ3nLKjWeyKxKhuCrB93W2MrDtO2dFs3i2KM2tvnL/mwDemDbg851oHNh9jTf9cJh9up6a58zNq5pTw0OkIi359kR1xmFaZx/fnlTP8Ut5IQ5hV26PUnk0yqiibpY8VM/OToc4Fm1t5ck2UqY9k8/zOGDPm3Mazo7OJNbTwXMqctdWlTB6cd/MvryT1Me5IlSRJkiRlpNg/TjHjV3Fm1pSTrC3j5yOS3PmjFo4DnA2z9KU2Bjw8kCPrhtL0tX6cef0MW491XFmgvp09YwrYt6KUT18eu8Brwwp4p7aCyJdz2fd6hF1nkzfMsOPvF6l4oowjtWX8dmyAuZtbWHAwi/WrB3Ghpj9VTRd5ce/5zoObwszdFGXoo8Uk1w3ib1Nz2PLKKbYdjaWs2MFLh7N4raaM+ZXZ0NzK3E1R7q4uI7mugr0PZvPChhb2xa4bR5LUBQupkiRJkqQM1Mabf4gxflox9xflQjBE5dR+LG2Osb81CaEQ315RztfHFnYePjifyeUB3mw4f2WJynwWPzCQiqK8q8a+M66I/GAuhfeEeIwO/pVafL3GoxMLmTQ4H4Ih7qoKMTse4PFppQwKBskrGcjEEQE2vBsFEhyou0DDuH7MH10ABCkcU8r6cVnMqjuTsmIWy+eUM6okRH4wwYGdUd5/oIDpg/OBXEonFLAwt4M9hxP/x2spSZnB1n5JkiRJUgaK815zkrXbT7F2e+p4gB3xJARzyHovzNL1J9namuTopXe/RMru0pwAoWuXvd5Y/MYpOkKBD5m3nf+cSDKpKnX1bIYMy4HdCY4Dgy7lzw9ePeftg+cI7D531Wrf6yKTJOn6LKRKkiRJkjLWD54ezIIR12nWbG5lwYY2Rs8q5t9jCwnRxs41rfzk1kfsUns0CXRdjJ0/vYQfTii4NYEkqQ+ztV+SJEmSlIFyKC8JsKs+kjKW0u7enOCn5bnMHFt4ZYdpWndx5jGkIsBbjdGUsQQnmxNQnn1pN+q1cvhYaYBNB9uIXjVuW78kfRQWUiVJkiRJGagfX6gKZgggvgAAAW5JREFUUr87wrbGNiBGpDFM9bLj/DMG9A/w+eYYv2s8z4VolIbfnOVbrTd+aNTNl81dVflU7m9jW+P5zrz1p1m+v4OtVQNuMCeXe6vy+GzDBVbvjwAJ2pvDrF52gjfSei6S1DvZ2i9JkiRJ6sMSjF/4/tVDnwqRfKqMwgkl7Im1smhjC7PiMKoom+fnFHNnEBhWzObpp1i0sZXqOMweF2L5iAQbI2nczTlsID+el2TJq6eZFU0yqiibpdWlzBwevPGc24v5xTxYsuUMge1hPp4T4JuPD2BKyYe9N6sk6QOBM5Fz/g2lXuHEiVOMvH1YumNIkiRJuskONTb53V/KUIcam6ioKEt3DOm63JEqSZIkSepzat44zao/nev+wAy275ly7v1EXrpjSFKvYSFVkiRJktTnrJxSzMopxemOIUnqQ3zYlCRJkiRJkiR1w0KqJEmSJEmSJHXDQqokSZIkSZIkdcNCqiRJkiRJkiR1438LxWa1+O9h7wAAAABJRU5ErkJggg==" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"></figure><p>The system will ask you to enter the URL where you have Google Tag Manager installed.</p><p>Input your URL and click the &quot;Check URL&quot; button. Then Google will go check and verify that you have a valid GTM setup.</p><p>If successful, you&apos;ll see the following message in a light blue box, indicating you have Google Tag Manager installed.</p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAmIAAADwCAYAAACjZwiHAAAgAElEQVR4nOzdd1gU1xrA4d8uVQEFo9iwYcQeFXtE7FgSldhLYrvGGmNvsbfYe29RY48lRE1UYkUTNSpqxIYFC6igsqggsJS5f+yCC8KCiq7E731u7iMzs3PKnJn59pwzsypFURSEEEIIIQTXb96hWNFC7y099XtLSQghhBBCJCGBmBBCCCGEiUggJoQQQghhIhKICSGEEEKYiARiQgghhBAmIoGYEEIIIUQGizi1lK+33UlzOwnEhBBCCCFMRAIxIYQQQggTMTd1BoQQQggh/pue8MDnd+ZsvEiYVWFqdOlJF1d7/brn3PbeKj1iQgghhBDvQtYDO9mfswMzly9lbq/i3Fi2g9PRuh80CvWZx4TLpSQQE0IIIYR4F6JqtqVLKV0PmG2pKlRSneF6iC4Qy1F1GEsHfC5Dk0IIIYQQ70K8VbbUV1ppeei9XnrEhBBCCCHet4c75sjQpBBCCCHE+/ecwMDHNGhZLTMNTT7nzPwfWHE5NsW1MSW/Yd6Az8megSk+3DGAIfED2dC6UAbuVQghhBAfNyussqk4f/RcZgrE7KjUfyGV9H9JkCSEEEKIzMmSsl1H0Hz+QlSKoiimzs6bSC0QCz35C6t3HOH6MwXbom506NWBStlUiesjzv/Ckp+OcD3aFpeWLahwZSNnqkxkeHUHg73cx6vnJP5I+FOpzagVbbHaMYBhkX34+WsX/YprbO25HrsxE2mSzZeFQ25RqTccX3OE69EWFKrfne9alzXopbvP8Z8288upG0S+8j4RIYQQQpja9Zt3KFb0/XXy/KfmiMWe38Cw3dB88mJWLF/KpFrPWLL0CE8TNgg8xNQlAZQeNpUVy2fQq8A9jqQ41JkPz+VLmehhxYv6I1ixoi2FgDzV6mLtc47EX44KuoZ3TjdKO+mrUXWY40+r0WPBElbM7E3RC8uYf0Sj3/g5Z+ZP5e+SX7Ng+VJWTm6C9c7ZbLoX/w5rRAghhBAfsv9UIGZevg2LprTBxUrXA2ZTsjIVbl7g+jNdp9/DU7u43aAdTZx0fVS2JRvRvNRrjM7mr0Q7Rx/+0gdPDy5fwN69JIlxs1KH5rUL6nrAspWgVauK3PE5TzBA0GGWPm1B5+q5ddtmK4uHhx1/nLz3tsUWQgghRCaVieaIpU/oyV/YqB+a1ClOBUD3hEIcZasYeadHmvJRslYefr98jw4FLLhyVEu9XgWSbGFl8G9z588oEXiTKCAiMAizoH8Z0/OXpLus/xbZEUIIIUSm9p8KxCJOrWbs7k8YPmYxxbKp4NkZFg45nqFp5C1ZA+ulV7jnasdxpQadnYx0KmqjiTb4M7pKd5b/ryLWGZojIYQQQmRW/6mhyeeB1yj2ZQNdEKYXlfgvO5yczAh59uztEnEqQT3VX/y525enhsOSKXl0nwAnR6wBm1y5sDp1hbtvl7oQQggh/kP+U4GYZa5PuHrqPPeeKfAsiOMbN3PdYH2eqs3IsuNXDgXqpu+HX9nHb6m8lwzAzqkI5o8ev5zsD+iGJy05eeoyFUslHZZEdZhfjtzVBX/RAfy68QguDcqTG8D5c9o5nmDVhov6/T3Hf+NUlvuGvXW5hRBCCJE5/aeGJnO4D2DgvRXMHPoLL+yK07KbJ27njxCdMD7oVJeRfR6zZMZItuhfX+Fa1Az/VPZnU7Iutb2XMbTHMXrM6p/4Goy8JWuQXXlEjQLJ4lilEpWtT7Dw+2lcj7agQIsBfJ/4Wox81B0zCsufljOm5xKisKNYi2/pIa+vEEIIIT5amfY9YhnjCX9NGsedLgvokDyoMiLi1FJ63m2S9B1mz86wcMgtmq1oY3y4UgghhBAfLHmP2LsUeIjx8w5zN1oXe4ae+oU1Ue6v9mylSov2WQDeu+/ToXqBtDcXQgghhDDiPzU0mSanunxf7RdWj+6b+Ob9XsNbp7sHK+L8agYuvYpT+8GMNfa0pBBCCCFEOnzkQ5NCCCGEEC+976HJj6tHTAghhBDiPdDNJy/P8PA9LDzxGaP0P5cYftmLn9Z44/dMwaZkGwnEhBBCCCHehawHfse31/fM7JBb9/OHt35j6kYtnScv5nurGB74rPrIJusLIYQQQrwnUTXb0rlCbrJbATznzO4DFOvQUv+b2Jbkda8nPWJCCCGEEO9CvJXh71s/J/ByLH9f/o6/DZZKICaEEEII8V58gueYiTQxePOCDE0KIYQQQrxzduQqGsaZG0l/OFECMSGEEEKId86Oqh7VCNy0jkOBUQDEBP4lQ5NCCCGEEO+DefmvmdvnF5bMH8SWZwrmRd3kha5CCCGEEAnktyaFEEIIIT4SEogJIYQQQpiIBGJCCCGEECYigZgQQgghhInIU5NCvJYYgk/sYP2f54jIUoZ6Hdvils/S1JkSQgiRSUmPmBDpFkPgkdXM/tWXkHCFiEcX+W3Vag7ciTZ1xoQQQmRSEoi9jVNzUKkm42PqfIj3QBeELfjjVpKlqvAA9q/dxeVIeQuMEEKI15cpA7GYq7uZ2cUNZ5UKlaoQlZt/z/qroabOVvoF76SlSo1KpUrlv6asexifwYmGsOOrnKhU7iwPSGXfCflqtoH7GZx65pZyEJZAFXGZII0EYkIIIV5fpgvEYi7MpVbJ7uwuPoGDGg0ajQ9Lm0QxtmQjxp2LMHX20if3F6zWhKLRaNBoNPw5ohAM2534t0aznjZ53tWhOcYPXr4prgnat5GdSECRlPEgDCCuQC1K5st0p5IQQogPQCa7e9zllxGTCPhxB/tH1qOIvT329oWo1HMhGwY8Y+LSw2hMncV0scLe3j7xPwd7CzD4297enizvKGX3hg0xn7wF76jkAZcfXvP2Ua5cuXeUcmZkGITZ81mnYfzQoSJ2BlvEFfDgu161cTJVFoUQQmRqmSsQC77I3n2W9GhUPVmgYkWNqafQzHDDOnHZU/zW9aNJYQtUqtwUbfg966+8SLq/238ys/1n5FWpUBWuSoe5fyUL5O6yZ+CXuiHQQh703rKXVV/lZPyJuFSz+PzCBvo0KoZKpaJA1U7MOPHkzcv78BgLDYZg6/XfyCXDACrsX1bp8+9YvA0zTu5ijKqZ0WFNdZeejC24lG0nktXFKW8m3u3NgIElki4P82f7wC8pmccMlSo3hdrO5njYyzycnV4M1fA9+C3vrN+mEO5TDyapx0dHF/G/akV1w66FPOi9+RKRSdJIqxyGx7IQrp0N83CG2WoLBm3Zy+DaBTJwWDV5ENaDr8vkxL54Fark1Z02uiCsPkUsMiRBIYQQH6HMFYg9vMNlKuOcV/XqOuvsBj1J0Vya3oKyi63pcyQEjeZffuvwjKG1OvNzwvyo4N/pWK0TPh5r8NVoCDsyGeetDak29bg+SIjmr4EeNP2rJAsCQtFcWEnHO8sY42UksLqwhIYNfqPCtKNoNBp8F1TlqGcTpp1LPXBLVfRfjC7fBu9a8/krMpIozW66hoyhzLiD+vzdZWP72vSI+57fH4Ry/ehonNfNYnJaQ4vKZ3gOaMSqNXsNgqVo/vJaRezodtS3NmwSd9nYvhoTLHvxx9VwIiNPs9p5NzXbrOam4T5n9GWS5fccuvqE4PNjyfVDR/rt1dVT7NFxlG19lGrLjhEZGcmzXZ14NrA+ww9HGKRhvByX5rfks9/LMflkCBrNP6xwPUbTBrM5bZCFucM24TziZw5OrIvDa1d2cikHYUTew2f1Cg4+iJcgTAghRMZQMpOTsxX4Uln7IM74dmEHlL58pkz1jTVYGKUc6JVf4cdjiqIoit+8mgrfbFNCDT93dbVSN2H/Ke7jtDJLZa6M+zvWID+TlKO6RJUDvfIrpX66niQrZ0YUVvjxtNHsnpn2aWK+DPOr0WiUFwZLHm9pr9B0vRKkKIpyfrFSga+VLZr4lxs83KG0oGkq9ROsbPf8RJfOwx1KCxooy27ptwvbo/xP/3eSNBRFiUqWh6Rl1ue9358G24Tp61lf5sgwRaMx3IMuH7U23dP9mVY5wg4ofan5Mq+KoijKaWU0uZWxvrFKwjHpfig8hTK/Ca1y7/BSZejQocrQoVOU9Rcf6Ra/uKscXThCGTp0qDJowZ/KLW0GJSeEEOKD4n/j9ntNL3P1iFlbUyHJAt2w1MunDfWvkrh6gcU04PMKZgbbWlG+tjucuM19Qrh65DK1G1dI2ntS/DOaqPYREKDA7X/ZQRVKFUlvFd3jvFcIl7sVS/IEZKVpt4GoNyisFTYPj7EocWhSRc52mxPXPr59hnNlyuFsn0LvYFpy16Nbl4uJk/YjjuxhdYM21E+hrFZcZ0OvL/TDjipU1Qa/ur+81gZDxdmxL5yFxDJbW/PoyOKXQ5Oq3LQy6FVMsxy3/2UHx+jlbGZQr5WZTDAqg2rNb22d8udfi7GesCXsuRsnPWFCCCEyVOYKxAoX53NO6wIlACrxXegjNBoN19e2y+DErMiLFem/v0dBsMI3OwMNnn7U/Rc6sMbrJ//0IANrj+ZSw/mcVRQUReHxlvaJq62ts4O9PTlef89Adhp26QE/HeE0d/FatpWWvT0p+sp2fixuXJf1hQZx6HYsiqKgnJz9WimF7x9B9XHXqLP0tO7zSjDbPT9JfzmiFB7Sna0PQl+p1+HVzVL71BuQIEwIIcT7l7kCseyV+KpXNiYYzG+ySnjy0NqgR6VEOfryJ38nmZsVzfkjPlC9MPlwpETtUhzZey7p5Pxr//KH0ogiRVT6oO8YvlfS+z6vgpRom4M/rwYk5sk+pbyl19ULLA5uTbf2FRN77QwnuNvmKUaF40c5E/Zmr5swr9WaiebzWD9tKbP+6UaPxp+8ulGwP4dO1uF/XeuQN7EMz14rnWvn9/CkXWe+rpAQaiXtHUyzHIWL05F/uBxgmaROM/bJUgnChBBCmEbmCsTITr0RU+mw61ua9N+I70MNYWFhBF/1Ye+Rm1BJ37OS3Y3e03IysucI9tzWEBYWzMWtQxmzozrr2n0OQOl2w+ng3Y9Oa87yICyMp7d9mDVgAoE/Dte9wyu7G12mZTPYxx2OT5/ELCU2lbw50nDAcIr8MIjem/X7fPgvG7qWo9Wvj1+/qHny0ISFzNTn797R2fTs/wsEPCQIoFwrRnnupX2P1fg+1PD04b9sHz/vNd4DVobaXZxZOHIa54d44pFSsGifm1J59jFr7h8EhIURcn4bffvPBO4Qls4AME+ez2DufFaev6+vw3585/WEiw8f6jZIqxy56zNg2idMGDCQDefvExYWRsiFDfyveCe2vmEQmlQqQViMBGFCCCHevUwWiAGFWrLx6i66RW+iY/mcODg4UNZzDHsLDufSn30pA4AVpYfv5GLfKJbUdsTB4TM8f4LeR9fRKWEeVO4v2HjyZ9y9u+Lq4IB97aH4emzi5Eg3fU+LFZWGb2R3jSt8XyQHDuW+ZXXuurQ0UmXmVQex/2QPsq5rRz4HB+yrDuGg+0+s/CrnG5SzA1tOjiXb9KbkcyiO2xIYt3wk+N1GE6UAjrRcc4gVZgv4Im8OitWajH/VmrQg/b1vpT170YTPmNqoesobWNVg7JFNeFwYiLODA+WGH8Nt/FxacI0H6XyTfP7OP3F6VBbmNCqAQwkPZlkOY+WIQoQGhOl7+NIqhxWVhv/K6W5WbPIshIODA+WG+VBtyzzavsn8uCSMBGHLJQgTQgjx7qkURZFXqadX9F8MsW6JjW8QEypk5PykDHJnE/UK/0rPB1vf4Zv534P3Vo57HB+2kF2AS4dhdC8vQZgQQnzsrt+8Q7Gihd5bepn4bv2uRXNwYFncpx4kICyMsLA7HBg/itmVhvDlBxGEXWd17ep0MRwGHTGaQ992pkGmCsI+jHIUts8hQZgQQoj3ztzUGfhwWVFv3A40EwbRpMRergY7UaHT9xz7cxCVTZ01AIrxvy0zeDGiPzU6/EVAbhfqtp2E3/QvMuCFpu/Th1EO7yUj8Nb/W4IwIYQQ74sMTYqP2MuhyQQShAkhxMftfQ9NSiAmhBBCCKEnc8SEEEIIIT4SEogJIYQQQpiIBGJCCCGEEBnN7xGqgfc5mcZmEogJIYQQQpiIvL5CCCGEEOK9iyPo9BMJxIQQQggh3reYc49puzNOhiaFEEIIId6vF+zfF0P1rxwkEBNCCCGEeL9iuRuiMGvzYwnEhBBCCCFMYUHf/BKICSGEEEK8X+Y45lDh7fdcAjEhhBBCiPcrK43qWeB39Lk8NSmEEEII8W7EUX3gvaSLymRB+V9ObD/PwfGYUPnRbyGEEEKIBO/7R7+lR0wIIYQQIgON2aVh8uHwdG0rPWJCCCGEEHrvu0dMJusLIYQQQpiIBGJCCCGEECYigZgQQgghhIlIICaEEEIIYSISiAkhhBBCmIgEYkIIIYQQJiKBmBBCCCGEiUggJoQQQghhIhKICSGEEEKYiARiQgghhBAmIoGYEEIIIYSJZOof/Y6Jg0htPDFxEBsPr/xqpgoURQFFBbr/CSGEEMKElIT/UymoVCr9gvRTqcBcDRZmkMVSjYXZO8jke5RpA7HwKIXw6JSPnsogAFNJBCaEEEJ8MFSG//cyKkv35xVF1xETEwcvtPHYWqmwtc68N/pMF4jFxoMmIp64+FQ2UEG8gi4AE0IIIcQHTh+QqXnt3jGA8GiFqBgFexs15plwwlWmy3KUVkk9CANQpANMCCGEyFRUvFEQliA2XhcfZEaZKhCLiSPV4UhAIjAhhBAiM3uL+3h4tEKssY6aD1SmCsQitWnUcOYMhoUQQggBb30ffxGd+SKxTBWIxcSZOgdCCCGE+FBlxjghUwVisZmwgoUQQgjxfhidQ/6BylSBmIw8CiGEECI18ZkwUMhUgZgQQgghxH+JBGJCCCGEECYigZgQQgghhIlIICaEEEIIYSISiAkhhBBCmIgEYkIIIYQQJiKBmBBCCCGEiUggJoQQQghhIuamzsCHKwbtcy3PNc8IVLLinMMSO7ssps6UEEIIIf5DJBBLRvX8MUd3BDPNL4ZzKazvUDobfVoVpKidVJ0QQggh3o4MTSaK48WZa3SZEEhbvxiemJvTr6Y9uzvmZHfHnGyuaU0nC9h06RluEy4x83SYqTMsTCB8/xAaLvE1dTaMUofsY1rz7/AOzoS/9SFEMuqQfUxrNpvLb/j52MB/uXbveYbmSYiMJN06ei/O36T7lkgOo2JQWye+r/wJVoYbVIDazbWMOBPAoC2RzNl6B8VcxbAK2V8jFT82eA7iN4MlWeydqdZ2EN0bu2CZMUURJhWI34IFrDp2nqAYyJK9DDX/9z3fuhc2dcbSZH5pCV+N8kp1ff1Je+lZ1izD03Pqtpy5zYq8sj7+n5l8/eOfFO25hkmN82dYuqYTwvFhXdhfZ6VJymN+aQmeIyOZuGswpd576qZzz3sCIx/25ucf6mObAccgYFkzesWPZ38f1wzOqfhYSSAGqEPuMnHDCw6jYmyXovQuY6tfo5snFo1aPz/MEodKxVmZ5Qad1oQzd+M9yufLhkdu1Wul9/KGpuWp/2aWDhuGV5GdtCkhHZSZWwjHh/Vhs313Bi+ehLOjiqfXdrF0dF+msY4R7jlNnUGjYkv3YZtXH0DXC/Hjt3twXbHwtdv367q7eQ83mvXj0yRLtdw49jcx7zRl8TEo0m0HO02dCSGMkDs/Wnx3aVgHNK2b3yAIAwhl88TruEy4w1mDpealizCvrjkQS+9dd4l+47Qtye7SGDcXLRcDHiQuVUVc49CEb+ns6UGr1l1ZfPC2wWciCN43ndGtPWjt2YRuQxdxUfNyCCouYC+r+7agg6cH7Tt2Y5HP/cR1KXXxByxrZjDUFkHgz8MZoN93v1EruBphOLwVgt+CAfRo7UGr1p5MWHeO8BRKZX5pCe1bTeKCNmGJFr/ZX9J1lZ/+78Ak+5k034eHyfI0Zm9Q0nynMtSWdpkgzn8ds7p8SWtPDzp1HsRvF5+lu0zqEB9W922aWNe+t6JSKLFO/D/rWHyrMj2GNMPZ0QqwJHvxVgzqU45/ft7PPYNtQ4/NY2rHL/T7ncGZZGWL8tvGgr5Nae3pwTd9R7D36rMk60OPz2B0Qp5X7Wb3sCZJ6iy5J/8Yppf8uKafWuPL7tHt9W2zDT+u80NruD5ZffmsHkjzIb8Rmsr+YoqU5XP1PvaejEyWzjF2+xShchnzZMtTT1/XFqZzym9tYlmHzzyQpG0ZOz8g7XqNu7b95XHpM5mj9+IT1wUsa8aEdbvZ07fpK2VWh+xjmufXzPeP5eryrknWp3Wskwrh3Kweie11+My9ScqX2rUjYFkzvhrlhUq9n3GeHiy/GPfKntM6lxLq9/CxGYnXn2HzfVI8tqqIYyxMcs7683vHhixMPM66a8J32wMSP2O8jcYSbJDuK8fVyDmeUAZjx8DYcX3Jjw2eHgzbF0U27xG0Mqirt2tXaV13X6UrS1d+N8hnyM7uNPvhj8Trl7FrzKtTLHRlS6ldiHfvow/EVM9D+OOqAtZZ6N8keY+FDbU75GR3xxwUS7LcDMcmjszNAi+uhXPi+ZvPxYny38vxW87Uc82nXxLCsQlDOVLhB1Z6ebNlcVesfxrI8ou6ACB8/zj6b7ag7Yr9bPPaxoTqAUz+YTsP0V38Vg5bQ2y3FWzy8uaX6Z6ELxyd5GQ1Jvr4PIYczM3/Vuxnm9dG+hXwYdiUvfoTOwL/hd+x2Lwdc7Z5s3PFdKpdGsX0FG7+saXd+UJ1kpPXEk5qf86ftKCxWykgAr/Z/Vga7sGYjd7s2LiIOkGz6D3TJ8kNPaOoIo6xctTv2PVbyzYvb1YOKMrh0eM5HKqko0z+7Bo2g7t1prHG6w9W9P+M66eup5rWfb+zPK1ai5LJxpgt6/zIzlUdKaD/O/6fmfRZFcrn03ayzcuLqbWCmd13Mqf1F1+zoB1MHn+AvL3WsM3Lm1XdC+A9vH/icTT3X8WkmVcoN3YTmzb+Qr8SVzjkH5tqvuLPzWfM4ni+XLSHbV4bmVj2KsPH7Uo1OEpdAPsGjuV0lR9Z6eXNjrUjKHh4BMsTb67+7Br2I1crTGD5L166+jpmfGaPYubOF+0LsffY6STH/8lfOzju5kkTJ8NALK30AfVB1u11otua39m0Zixlz89krc9TIO3zI616VT/azcxRRyg5YjvbvPYwv4MlW4fP44pBxi/u3k9k70VsmtCYHAY5j3dsxAivDfR3MadEzzX8Nqs5OUj7WCcXsn4IPwY3SDx3mj5aysjELzipXzuK9NrFr1M8UeIbMsHL+82HmNU+HAn+gkEbvdm8YgTFz01h0q6AVzZTbIpTofgtrgXorltmQRfxiVD40/eKfovb3PG1wL1MIV39pNVG1QfZdtKVfhu92bRmMmUvzWS6Pl3j53jaxyA9x1WnDF97eTOjkTXPPKaxXT/E+7btyvh1N2Xxjq64uQRz0i/hC3wI/ifvU6leZWxJ+xojPiwffSBmdjeKhQBFs1D6lbW2FKrgRKUKjmR7Zd0nfFZUDcRw5c7rNe4DYxrT2tND9+1r2K9Yfj+e2vrhH/NL21kY2pZvmxXBEjB3dKdpy0/4/dhlIJAzO/yo0bs3ZR1UgA0FWnzH8LJqwiIUFJuqfLN2Az0r6gLKOKdquBV5yEm/J+nKV0yEhufFP6O4gwpwoETbCUxrpQtB1SHH2HmgLN26V9Od6A7FadCqDv8ePJPCDb0MtRvb8fuxC7oy+Z/kb/O6uJZQow45xh6fIrTq1ZgClqBYOuE+sj9ux3/hyDuYXK6KiCBMWxzXEp8AYFWhA8PHtaeYKu0ymV86wMbohnzTqjS2gLmTOy1alUg1rRjtC+JsbNOY6xfC39sPU6pTP2oV0PWa5f5yNANKnmCX/lv0jd0bCWrUj9Zlc+rz3JfBzSNZvvs8ANcP/cHNhrr1lpaW5HDrQkuX1GYZhPD35v2UTGwzDhRo15bm1//kQujr1nd+aizewmh921RsXKlRTZ14czW/dICNzz3o2t2VHJaWmDu507Z9WaN7NA+6i2WNltQ77sVfoS97T/7e/ID2Td2weY30AVBq0rV/fXJbgoVDNWrUtOJvv5u6VWmcH2nV680dawhsN5gG+uOWw60DbWwPc+Lay16EPO0G07pMIWxs0jfjM61jnVxERBh5y3yWeO5UGzKFIVU/QUta144MEu9Oi1alyWGp2/83nStyZ9ffSXp7dRxxqZYv8dg89TtBdMMmNDj2NzcAdcgt/o2qSZkSatLVRuPr0XNownF1pUOf+rohbYyf4+mRnuNqzNu2K2PX3dQ5UqVx+cRrlVpzkVPXSlCzQk7Sc40RH5aPfo7Y42DdwOIXhWxSWBvCzgkP2IU1Q8cVTxaomZGvoBn4xXM2RAN8ku40DSc9xwb6sG54X35yWEe3staEBd4i/vG/DPJcl+Qz0R4AYQQGF6J4EWuDNUVw7ZMw0dkSdcheVs9aycGg8MT5NSXqpK+vKVuFZjTdMYP/9T1Anbq1qV2zDqVcdY8sqB/d4qzqGGfbeCT90KcuKe6rsFt9nMb9xY0+rlgfP0BkvdF8qt/PP7kq0jHHy6tkvEMBStheJyAkHnJn3GRw0H1zbFhtCzO7dKOymwcVG9WmmmtlLAH1JeNlCgu8RbhLI/IYrLKwsEh32gHLmjFsn65HQIlvqJ8kHcJt/xxU7GfYXhzIXyQb/wQEAxYE3YrCtUXRJPvK5VICldc9QnEi6FYU5erkTmcuQrjtH4vPtOb4GCxVcKHHa0/AssQu4iK/TZ3Fdr8nvNAvjdZXX1jgLV4UqZmkvtKiitAS5VCTpu6LWHr8NnWaFcH80gE2xNdlUgk1HEl/+rqCZSV5DPRy6oCx8yMkjXrVrQ/e15PWG5KuqW/wb4d0BmCG+0z9WLsm6VUDKFinEzlHD6KbX3Va1PWgfLXKlC6rO5eMXzsyijmGZ4B1meqUD/EnpWcS85WpRv4/rnCP4jw+eYfP2w0mX8Bwrt2Lx/nBRY5Vq8pgIM02qno1XfMiJSgX4QKj6nYAACAASURBVI8W4+d42tJ3XI17m3Zl/LprjHX5erjP+50Loc34/PIxjpauT88cKkjzGvNfePDlv+WjD8SMU3gerrBfUej3jlIwd3KnYb0l9Nj3D1+XdQcgqtwwNk+oj+0rW/u9ssSQOmQf8weuwWHMCtZWzIllwhNC6cxLvKM7vVZUo9W1E1w+/ic/9V1I1JfT+bFzGcyB+CxNmb45+aTqlMW6uPOFeji+15rheFJL40HGntPSEv4uxiUBcKTCyLX8HHKVS75HObqgB4ssmvLjjB6UwHiZjA0NpMTG0RHLC6GEA7ZAkV672Nbr5dNqxsRojVdATMTr5iZJzmg9bcdbPwyi0vrx88Bx+Ledw8rJuqd8dU+QvdVuAUtKNf2C6HF7uNGsJ/H7/iRP+zl8ioZ/bsVCoYxJ/23PD4CKg7Yxwv11npR+fcaOtVnxVozdVo8Hfme4sm8TE3+aRYl+8xjkrpvakPq1491QabVEpLIu1qUaNcKWcSvQmRtXa1GreF6yVbNkod8DSt05gXvVHgbBkpE2GpJWLlI/xz9NZ1z8Nsf1XV53jWU/3sEVt89mc8TvAblOn6FSvb5Gj3ta1xhhOh/90GTO3LpvHr/fSe1ykpo47t/VdV1XdHTIsPxkdciN7aUT3EzxnLHHKfedxHkXOhru+F4gWKvrbTrxaUdaV8yZeAKrYpIPP8Wm8iSalsd+Z7gWopCzeC3c/zeZaVO+InLHfm4ASnYnSr7w5Vo655uBC+XqWXFgyzJOPNcNSwLE53KmyqOz3DAYFlNrggnUFqOI48vmGPNavTWplQliQy5y6eID4h1LUK5RT75fPJvOj3Zw8FpcmmWyd3LG1v9KkknBMUYylq9MNQqe/4PTRof8HCnsEspZf8PhYg0hQVFUKZIbcCS/szW++uG0BGFBgSjOBcihXx8YpDGSRpJSkD9/FCf876Rz+9SpwgIJfF6Hds1evmolxqB92Ts5kzXo7hvMPYNYl0a0sfPGe9/v7PYpQjO3wkBMknljaaWfFuPnR1r1ao9jbitOnbqQgXMZ0zrWyWl44HuaQI09ecs0oO6QeSzq8ylHd50mlLSuHemV+rmUkpigW1x3zINdimtdKF/9NqdW72Zfzc/5FMhbtTGRh9ZwyNeGskUSPpWeNpo0X7EBV7lgY4klxs/xtL39cX27dmX8umucA+UbVuEv74UcPuGiH5bUpWn8GpOQRwnMPhQffSAWV9Ba19t1M5JLr/XJJ/x7Mx6woGShN328X8vTa9vZsPc57lVL6YbLqjSno+1fLJ9/gFBApQ3Gb1YXph98BDhRqWUZ/lq6VP+kZAT3dk5m2Ep/FEtQbGwpcv1PfK4+QavVcG/PXFYEvLwYxTs64WTlw76D99Hq0956MCGosyTqn/mMnrmDmxEKoCXI/woP7G2xA+KcatLSNZS1C7bo12u4t3MwQ1b5pXoBK+xWH4tzZzmhvwjr8lCTL90D2Lb6IMFaUGkDObFgKcfd2iTOk8tVxIVr+37lqkZBpQ3k3/XrOZNKGsbLBNZhp1g5YQoHbukGT2IDr3IxIjuONqo0yxRbuj4drfazfvslwoG4gANs3X411aMZ69KeIY1DWDpxLn73nqMFYiLucdnnAvH6egRHPm9Vh8s/L+NMSDSgJXj/XH6+Up1m+l6NT5t2JP++Zey9qruQRl1aybLfstCzaXkAitVtQnb9eq1WS+jxtexIdbK+E5+3r8rDn2fzh74Ooq5t58c+i7jxmtdhxcYGe6vjHPK5rUv32DxW+7wc+DOsr1CtlthAH7ZuvpjOvTtRrlkBDi9bynE3T2rkePWcSiv9tPNv/PwwXq+6XrvCfy1ihX6eTWyID6u/HcHfmvQGg444FjAjKCAYrb53Iq1jndzD3ZP5cdVBfbCrwd/vBmY5bNJx7YB4xwJ8pgoiWBNNSp0jaZ1LAKgPsVV/Pqg1vmxacoDSLWsnPoiSlCWFy5Tg9LkzuLuWBCAuf1nq3D/GH8+rULxAwu0nHW1UfZDlMw8QrIUYfboF23/Jpxg/x9M+Bq9/XO2dimAVdI9QrRYtb9+ujF13VRF+HFyyI9WnKK0r1KOB31kOFK5FucRzJu1rjL2TMw7HfuVIcDQqrYZ7O9fwR4opiPfhox+aVOwcaVLiCQuvRjL/j8eseOXJyZTEEfJHCAMjIWtxW6rbvV4gdmBMYw7o/21u40TNbnPpnviOKReaLp6F+dQpDPScQYRFVso2HEm/erkAsG04gfnKIhb2aMjEGHOKlv+aCbNakQeIK9yJsUMfMmdMezaQlbIN+9G52r/sjEi4mpWh/ZQ2TBnVhY4LzclT2pMGFS04rF/r1G0Bk1dPY2GXtQTFmGNXrDY/zOyhv8g6UGHcYgbPmsj0LmvRxJjjXKMXA/qUTrX7PNbFnSY2XgTWLGew1IYygxfSadZExnScQShZKefWj6X93RP3Y9twGGN9hzGxa0MUGydq161AOW6nlESaZYp16c7EUStZMbE9a8K0mGd1oc6IeXzlrE5HmVxoNmMYwRNG0HVDHHbFmtClajF+TfW+a0ORXsuZtW8RK0a041pEDIqFPaVLN2DC/O6JNyt1laEsiZjBnIEtmB6hYFesNn3nDqGi/sYRl78lo8eHs2haZ34K02Kd35UOk+fTWH/jinXpztgBM5gzpj2ryUrZht9QtcjhVL9IWLmNZ3HMDOaMaceaiBis87nTeUj/dA/bJFBsavLtlFvMmNCXjnMUnGv04qt6+bn4PBzdLe1lffU0qC9uprlrAD6p0ZJqqxZSoKlbim0qrfStU/iMobTOj7TqNdalO1MnW7BoVg9az9G1pZaDx/O5Q/rP/6IenSk8egQdDjZk4o7BlErjWCflgOuQubRfOo0RrWeg0Z//M4fW0w9JGb92xOeqStNqO5jZtSmHem5kUuNcyfZv/FzSHQRXKtvuYVrrgVyLMcfly4kMNvJi1OxlquOsmFGxbMLRcaFUTRti4mskmQ6QZhuNr0frar4s7DiDazHmFKkzijH6lwAbP8fTcQxe87h+UqUlTXbNoEfrP+m7ZiF13rJdGbvuqiICOb3/MOp2LSiRwjRmxaYMVcqaE/J5pSQ9qGldY2JLd2Zm8xGM6tmURRb2VGxah1qk90uTyGgqRVEyzfOsD5++9WSUFKlD7jJsRijr0nyhq07sJd0LXQ9jzrqhpd/5Cy8zK3XIPqb0vkzzHYM+qjd5v3+BHOnRnWv9fs/QN99nhJCd3fnmYZ9M+hbyD7deTUEdso8fu1+i2Uf2Zv6Ml/52Ze6/ih7jIhmU6txcPza0Wobj4nf/4uXMJE/2txvsu37zDsWKFsqg3KTtox+aBIh3LMjYr7NSB4WJa28y8/QT/ZNWFlja2RgEYVo0Z67x7ZpwDqNiYMcC0vhTpCUiIpirOzfg39hDLtoZLM5/FUOGbuKWRjeUEbxnLsvDPXAvbtpgQaX1Z0+PfonDbLGBu/hp8xNa1MwcLeBDrVeRub15u9Jy++R1Kv3QOcUgLCYinOA9a/ByacLnch/K1KRHLFEcL87coO+WSPYBBc3NaV7dFo+CutHb8Lvh7D0Zxc8xACoGtS3E0Mr27zA/mZdas58fu87Gr3ArJkz5lqIpztUQby6C4H2LWLjeh2sRCtnyfU6nkT9QK8XhrPcrLmAva/WP8Ss2Trh1G0vfeh/+72zqfLj1+iGQHrE39S7alR9bWw/mV/uq9J88geoSiCWR2XrEJBBLRvX8MUd3BDPNL4ZzKazvUDobfVoVpKjdRz+9TgghhPjgZLZATKKJZBS7nLh3yYm7fn7Yc80zApWsOOewTDJPTAghhBDibUkglioLLO0s+MTO5jXemS+EEEIIkX4y+UEIIYQQwkQkEBNCCCGEMBEJxIQQQgghTEQCsf8w80tLaD7ktzf67b8Pi4Y7vtf/A+X4EPmxofl3eAdnjoenw/cPoeESX1Nn4x2L4LHfBYJT+Vmb/7KYh884/yAq7Q0/WFoeXH9KYGYugnjvJBD7aIVwfFgTxuwNMnVG0qTW+LJ96iiO3tK9vkQdso9pRoMH05Yt7fwJYUwQpyb8wMazz0ydEQDUYU/ZtOw+tcYHkXd8EK2XBXPswbv5weg7JyPw3B9ORpT80tYH5N3ybr++mV15TN7xDzmbuCSaI1siWOoX8U7TFf8t8tSk+ODFO9Rj8LZ6ps6GEO+JC19s+50vTJ0NQBX7nDXLIjhbPgvbu9jiaB7PA79nDFz+mMi+efHIlbEvEv3UM2+qvyqbOdjRfoydqTMhMhnpEXuP1CH7mNZsOqf81jK14xe09mzC8JkHeGiwjSriGocmfEtnTw9ate7K4oNJL0tP/pmX+NluQ1dw1WD4QhVxjf3DWtLB04Nv+kzm0NnHqefD82vm+8dydXnXJMOXoccM9z+DM0Z6dQKWNUvS65S8J0gd4sPqvi3o4OlB+47dXilL3LXtLOjblNb6/B69l/ILew33G75/CC17zOGsyp+VPRu+0utlrGxRftteptd3BHuvGvveHcK5WT3o0dqDVq09GT5zb7qOU1r5S8xjs9lcTlaXCUNuCe3k8LEZjG7tQWvPJgyb72N0aDb1utQNPe7z9WZ136aJ7eZmsmGv+KA/U12v1viye3R7fVnb8OM6PxL6Q9LTptUaX3br22Wr1l1Zstcfw/4UY21a14YS8rUI31vGx3yenVup35euHg7cem6wNhC/BQMSj+mk+T5J8hmwrBljd/3DyVk96OzpQfsO3+GlbyPm/qvo23JOkmMWsrM7X8300ZclJMm+J6w7R3iyOjqyfyw9Wnuw/GKc7pj5r2NWly9p7elBp86D+O1iQnv0Y4Pny+0AVBF+SdrbrO2XXusYpJ6Wcerb0SyKUtG5kQO5rC1QzK3IU96O3nlg+4WEEsbx8Pxjhk3S9ZjVXxTClfDYl3mPesaeVfoetUlBTD6ZetqGvVjqxxoGjH/A8etPEvfdbcNjAg22j73xhLHT7pN3fBA1p95n8/UXwHPWjQ+i/pV4uBqZ2GOVsL99x0NoPD6IZVfi9csMe7Re7UlThz1l06L7VNbnf8rxMKL12zlujQbi+FK/v4S0df/W1U3EjSdMnqXLY41ZD9lxPfLlvt+4jOK/RAKx9019kHV7nei25nc2rRlL2fMzWevzVL8yhGMThnKkwg+s9PJmy+KuWP80kOUXdTef+HPzGbM4ni8X7WGb10Ymlr3K8HG79DdoDb6zhvFbrt7M/cWbn6a0Js7vTIpZiHdsxAivDfR3MadEzzX8Nqs5OYD4f2bSZ1Uon0/byTYvL6bWCmZ238mcfqO5KgHsGzaDOw1ns9bLm/XTPXm+bCC/XNUPLz7azcxRRyg5YjvbvPYwv4MlW4fP40oaIx62DWexY8UgKioufLt8P5Ma509X2cyCdjB5/AHy9lrDNi9vVnUvgPfw/vyeSvAXsn4IPwY3YMxGb3ZsXETTR0sZucovYW2qxymt/KWb2ocjwV8waKM3m1eMoPi5KUzaFZDypmnVpcqf1ZsfU2fyLrb/sohvVF5M3nzp5Q6Mrg9g38CxnK7yIyu9vNmxdgQFD49g+clIgwyk3qZVWj82DxzLabdZrPXyZufirlhtHZT4eeNt2p9dw2Zwt8401nj9wYr+n3H91PVUqyzu0hLGTrlApWk72eblzZIOluwZNo8LWoAI/Gb3Y2m4R+IxrRM0i96JgZTO5Z9/RvPlVNZ57WFeByvWT1jHDSDWxZ0m1oc4lhgcBXLpYDB1a1bGkgj8F37HYvN2zNnmzc4V06l2aRTTDYNw9UF++bc64xbvoGtZM1QRx1g56nfs+q1lm5c3KwcU5fDo8RwOTelcC+TQsJHszd+bxV7e7FzRjzx7BjFie0CS/ad6DF4rraTi85jTmHj+OGM41GaNe698rKiv6/mJ9Qul595YWgzMxcPROVhWOJ66azWEABDJn6vC2V/YBu/xebjT2wbrI+Esu5LeSVTxzDmlMHSkI3cG2FIhUMtSfV5U4WFM3xBFvi+z82C8I/ubWrJr41P2h9vSeXx+DpRUQ4ksPBifh4oG+1txW83iAZ/QtVjat7+EHsETJWw4Pj4/wf1syHb8BfP8oijdNi8hba0AM/aMz0+vkq/uzyzwKYM3RJP/C10e/2xkzvaNoWy/F/OWZZRpD/8lEoi9b0pNuvavT25LsHCoRo2aVvztdxMA80vbWRjalm+bFcESMHd0p2nLT/j92GUghL8376dk796UdVABDhRo15bm1//kQqiCOuQU+32L0vp/9fT7Lk6D9q8znBfC39sPU6pTP2oVsAIsyf3laAaUPMEun/tvUNAIQsLsqVCmkK4sTo3oPm4U5XLoLkA3d6whsN1gGujTyuHWgTa2hzlxLc7oXt/Ujd0bCWrUj9ZlcwJgVaEvg5tHsnz3+ZRzHxFG3jKfUcASFEsnqg2ZwpCqn6AlreOUQeLdadGqNDksdfv/pnNF7uz6m3spbJp2XTrS5ft2ODuoUCydqVyvFKFXbxr0sBlbn58ai7cwWl9WxcaVGtXU/Ol75WUGjLTpuPN72WrePrGu4h3d6fh9Z7Jpg0mrTZtfOsDG6IZ806o0toC5kzstWpVIpcK0XNn3B7GJ9QB2bt/yffvsRAbHow45xh6fIrTq1TjxmLqP7I/b8V84YtDrm6fdYBqX+ASwJG+VBlR+cY17oQrgQrl6tpw8pSu3OsSPk8FVcHfNgjrkGDsPlKVb92rYAvEOxWnQqg7/Hjzzso6VmnTt35j8jnZYAqqICMK0xXEtoXtdtFWFDgwf155iKYz0mV/axYpQD3p2d9Xv35UuP7QmevOvL3vojByD10krOcXWjhGtrHi8N4xKk+4zdc9jzj+ONtgikiNHYqjY2J5qtpYo5lko1igLQx7HcF6jYHYlgiFR5gyvnx0rzLDMaU+n8mom+KW3V0fN0HY5yWVugaV9duoWUfFTgC59VZTCI9SU/DQrYEHWMrZMbWWd4g9kJ9+fs701VumYmBPjF8UIczN9/iHe3p5uza3IExWT5mchjn//iuZ6uSx0LWmjz6MDk8qr6feXYU9tRpdRZDYyR+x9U7JiY5l0UcJlLSzwFvGP/2WQ57qk6z0AQrjtH4vPtOb4GO4OF3rEgPrxLU5nLUKrHAZXV0uL18hYCLf9c1Cxn+HvCDiQv0g2/gkIBl63Z8eFWp1yMHp4C/yqfkGNurWp4lqJ4vq0gm5FEbyvJ603JP1U/ddMJX106bm2KJpkaS6XEqi87hGKKzmSfaJgnU7kHD2Ibn7VaVHXg/LVKlO6rK5ujR+njGKO4dGzLlOd8iH+PH9lu3TUpWKPhaWRu67R9ZbYRVzkt6mz2O73hITbZ5KyGmnTLzTBvChbkwKGZXFtTWcA/Iy26bDAW4S7NCKPwToLi9TadBhhwfGUrV3QYJkDzi2/xxlQX7rFP7kq0tHg/Ih3KEAJ2+sEhMRDbjPdJ5IXBIjR33MLu9Uny7jD3OhehoKXfPinaiMGW4L60S3Oqo5xtk2yBvCpS6p1FO/oSsNqW5jZpRuV3Tyo2Kg21Vwr82rqunp46toMw5LF5S9OiditBAYrlFG9un94eQxeJ61XmZG1TE4WlIgk4Gokf5+Mov+ixzgVtmJ6l5w4EUvQY4WlXk9Y6mX4ORUrYuHxkziCw2OpPD7ZEH1q8fQrVFgmv0vpv1/E57SmfeEo+s68z5fFLHGrmpWaZRywet39GfE8PB6czHEyWGZT8hN9+02LlgePFGq5Gf40nhn5nMzgZBwhoG/bGV1GkdlIIPaBiSo3jM0T6mP7yho/wIbW03bQpkQKHZkpTwd7azHaN306ypICLRawvs5Nrp87y+EtI1gxvzT9Z0ygem7dFhUHbWOEe/YMy+vriokIT3WdWfFWjN1Wjwd+Z7iybxMTf5pFiX7zGOSeDzB2nN4NlVaLseew3lVdqrR+/DxwHP5t57BysguW6OZS9Up5RPcNpN6mUz86GUVL+Gs071gXd75QT8L/3nOe+1yibsMxicFMfJamTN/c7zV6KhypMHItP4dc5ZLvUY4u6MEii6b8OKMHn6YjQlJpXxhtDxmZFoBinoXCZbJQuAx0DH/KgkURLD0TwZRKuvVTOuelW5FXj6HmGuBkxbXuOcmW7vymVxaqdrHk78cRnLkazaEdTxlkHsGW7xwp9QHf2aKjFCC9DzlkzjKK1yNDkx+QrA65sb10gpsp3hzsyZ8/ihP+d1L8bHwuZyq/CNAPo+hp09N9nsCRwi6hnPV/YrBMQ0hQFFWK5E71UzGpJKHW3OSy73WeORSlaN02dJ+xioEFz/CH733AHsfcVpw6dYF38xB8co7kd7bGVz9UkyAsKBDFucArvWGg4YHvaQI19uQt04C6Q+axqM+nHN11mlDSOk7pFcvrHJ2YoFtcd8zDq89jvdu6VIUFEvi8Du2auSQGHTEx6Z+fktUhN1kv3kwypBob+C9+AU9Iq03bOzlj638lyaTzmNQaHPbY51ZzMeCuwbIIHvudIVCjEJ/LmSqPznIj1PAhhGACtcUo4pjey6AL5erFsN97Ped8K1HNVdfToWR3ouQLX66lMt8wJbEhF7l08QHxjiUo16gn3y+eTedHOziYwtC8vZMz2X0vYFgy9aN73DN3xil32jf010kruZB9D8m77HGS10kotrYGw2dm5LRXcfiaYdj8cr929mqcAmO4FEuK69+G9vEzTl+PRMmZjc/dcjF6iB0jo2Lxuf663xJSb892tmoIjE0yeT7m4TP+uZeeoVVL8uZScTTAYD4lcTx5HA85zXBMxx4yroziQyaB2AdEXaU5HW3/Yvn8A4QCKm0wfrO6MP3gI8CJz9tX5eHPs/lD/yRY1LXt/NhnETe0EO9YlYauN9m2+iDBWojRXMTr5wNGUnPEsYAZQQHBaLVawJHPW9Xh8s/LOBMSDWgJ3j+Xn69Up5m+Fyi5XEVcuLbvV65qFFTaQP5dv56Xjwfc5+DUUazVzy9Ta65x/ZYaBxtbwJJSTb+g8F+LWKFfHxviw+pvR/C3Jh0TiB1z46QKIjAkmpQ77JKXDT5t2pH8+5ax96ou0Iy6tJJlv2WhZ9PyKabxcPdkflx1MPFBCH+/G5jlsMGStI5T2vmLd3TCycqHfQfvo0XL02vb2Xow2eRl9SG2br9EOLqnDjctOUDplrWTDPHpvF1dpkWxscHe6jiHfG6j1WoJPTaP1T7RaX9Qz6x8Y9rGbmblrgC06J6CXDf6Bw4HZyWtNh1buj4drfazXl8PcQEH2Lr9aiopWVKyURPMt8zmz3u6/D0/vpjJ4/fyxEZFvGNNvnQPSDw/VNpATixYynG3NtRORzCToFDD1ljv+53dbrUop49M45xq0tI1lLULtuifNtVwb+dghqzySzU4tg47xcoJUxKf6owNvMrFiOw42ryal9jSzeiRwzuxHtSai3jN345V+68olY48p5VWbOBZzl18kuJn81Sy4puH0cw4ruFRVAyq2Gge+mlYeCWeseWzAlmp42bO1ZPh7AiIBGKIuB3G0FkhXI4F8zJZGGStMHPLYx7Fgir2Bac2hDDk5Nv3d2YJj2HOxmfsCYgE4oh5GMOpKAU7fTd1zk/UEBbHo1gtqbXY+JzmVCCenSefEx2rJeL2E9ZdeRnkWJSxZlpsHNMPPCUaUIeFsWxtOIef6m6dSi4z2qLwJCya6NjkAaYZn9WwotiFSHYEvNDVzZUwZp2PZ2GN9L3iIq0yiv8G6dz8oLjQdPEszKdOYaDnDCIsslK24Uj61csFgJXbeBbHzGDOmHasiYjBOp87nYf01w8vOOA6ZAbNJ/zAwDYzMMvnzrfVKsO/qadW1KMzhUePoMPBhkzcMZhSVYayJGIGcwa2YHqEgl2x2vSdO4SKKdwcAGwbDmOs7zAmdm2IYuNE7boVKKd/C1C8Q036zAhn7azv6DAnHK1Ffqq1nc73+uGzWJfuTJ1swaJZPWg9R4t5VhdaDh7P5w7puSmWplanAowe0wwvj2ns6uOadtnyt2T0+HAWTevMT2FarPO70mHyfBoXSOm7iAOuQ+bSfuk0RrSegSbGnKLlv2bm0Hr6oUjjxynt/JWh/ZQ2TBnVhY4LzclT2pMGFS04bLiJ4kpl2z1Maz2QazHmuHw5kcGpPIH5dnVpnGJTk2+n3GLGhL50nKPgXKMXX9XLz8Xn4WgB67Q+b1mG9nMn8tvUIXT56TlKVhfq9lpEv2q63iTjbdqFZjOGETxhBF03xGFXrAldqhbj11TiS7PSfZg4aiWLR7RgRWL7HaUPmGwoM3ghnWZNZEzHGYSSlXJu/Vja3z2dc6V04vJXpbHDSpxqGs6xcqDCuMUMnjWR6V3Wookxx7lGLwb0KZ3qvmNdujNx1EpWTGzPmjDdMaszYh5fOafUHp2oO2Mq0VMn03fDEyIs8lOt7VQmtiqSrjynlVbo4flMudKOFWWbvNI7HJ/TgVkD1Gzb/oJOB15wHihrq6Z9K3u6FtMd/ayVHNgTq2HshlC+iwNnWzNGtrXXD53Z0uG7eCw3hNNqchD+QNtyWZhY7e0jibjC9qxupWHaVg3fRSnkN1PxrWd2OurP6bzlrRh8/gWfTX7Muv55aZTiXuzo+LWWwZufUXgfuOWxwLOwivX6tYq5HV17xWOxIQK34+EoZip6NLajXxlrff3o5nB9N+8xVetnZ5Fbsjw6ZWf21wrTt4bxXZSCs60Zgzo60LJA+ubvplVG8d+gUhQl0zwH+/CpdMeK/z51yD5+7H6JZrsGp6vHQwghxEt5sr9doHr95h2KFS2UQblJm/SICSGEeMU/AdE0X/eOngISb+3v73JTJKfcwv8L5CgKIYR4RZUiVjwY/4YvJBZCpJsMTQohhBDiPyOzDU3KjD8hhBBCCBORQEwIIYQQwkQkEBNCCCGEMBEJxIQQQgghTEQCMSGEEEIIE5FATAghhBDCRCQQE0IIIYQwEQnEhBBCCCFMYW+lVAAADtZJREFURAIxIYQQQggTkUBMCCGEEMJEJBATQgghhDARCcSEEEIIIUxEAjEhhBBCCBORQEwIIYQQwkQkEBNCCCGEMBEJxIQQQgghTEQCMSGEEEIIE5FATAghhBDCRCQQE0IIIYQwEQnEhBBCCCFMRAIxIYQQQggTkUBMCCGEEMJEzE2dAaGjDr3Ptg1PWH03jnOASxY1dcrb07dZQXJZmDp3L/O340Ech2OgoIWKOuXt6dckP/nt3m8zUofc4fsZGop3+YzeZdL/XcL80g1yrQlPeaWjLReGfYpjBuURnvLnjNt0ClEY2LE4wypkSbJWFfOAhSODmYKa5UPL0iy3KsNSFkIIkXlIIGZycQSfvM7A7VH425nzfZMcTHRQEXr5GZtPhPLZ+Rf8/kNxXLOY6kYdx4szN+i+JVKXvwY5GOSgJuLWc7ac0VDJL5KDY0tQ6gMIFtMSV9CB3R2tAXhxIZS2fmrmdLSnGKBkyUr2d5Tu3MP36VWhKNkMlr04+5Qp7yg9IYQQmYcEYiamDglk6vYookrn4FDXgi9v1hWgYbP7rJkRQueltzg4qGgG9ta8Xv5+2BKZYv5qezxm6At7nDNBEAag2H1CpQq6f4dpnoKfGS4VnKj4DtOsmkVF8P1ITjxXaGiXEEyHc+bvaApkUeEU+Q4TF0II8cGTQMyk4vD74ylbs1jz+9cFk/SYACh2+fimZTjLN4Sz50Y83T59rhvussvKOosopl6N4yrQoXQ2+rQrQlF9r5kq8gn7N95n3lXdMGfNfNaM7PIpFXKYJw7rFazrQPxpDbOfQ0Fzc3q3daJLBftX8nf98DMj+cuJs93/27v/oKjv/I7jzy+7/FhgURBWRQIGUKhQz+SkiZ3QRjvaHsYhjbmQxPSil/PaZM6bkhg75IepncRr06i9mJ5pvGmSu5DoNbloTUguabGtnWrKtSYXSDSKBaKguCzg8mtZlm//2AVFNK6R5MvK6zHDDPPlu5/P+/tdZr4vPp/Pfhh5zPC3s7+ymWcP+9nrh7kpMay5I5NbchOH2+w+3MTfvdHJWx5oiDa4d14yD9127hRsD0d3N7LpgI9doTa+kx5gbW00bz2TT9Go+9hLU3UTP3q/l11+mO2ws+q2C13PF4vyNFP5kpsXmgc5dN59AzC8p9jzYiubmoL3fWlePN843cPG6VNoWXXNBdv8IMfBlvoeXq1284elacF+mt282mxy14J4frO/L8z+Q1OdaYm8GeihIvTe31mUwoay4HszFvWf38bSPCcV92ST4zBCU7s9bCmN52BVFz/za1pVRORKabG+pbo40WpCdjzXX2RUyV6QyO2Y/FdT+9mD9d1s8Nh4uCyVHQti8NSd4dZtx2gFoIP3th3nkRM2ytdcy5FHZrA6vp+SLUf5xH+2ib+t7sBdOJk9ZZO4J2mAispm9vvP65wujjUOjqqvu+kEvz54fMRXvdcM9r21iT+uDfDNxSnsWZHC9+MGWP18Pdtqg2uzBur+j9XbO/kozsGTK1J5Y3EcnTUeFm09ynEAAtTvrKd4nw9jtpN/WjGFh9IDPFcbuMg9DHCquoGyqj5yStL5+IlsfrrQznuVjWw7dDnDTT3U/rObtx0OtjyYy5EH0yjp81GyuZ46ANy89nQLq1tM7ipJYU/ZpGCI8VyiWdNBUaGN92o8oXbgZI2XXXEOluYYvBt2/yF1XjafieGxFVN4udDGgRoPzx/sHZP6jd6T/OOWVp4ldriNm053nfO7BTBI+e4eXItTeKt0EtfEX8YtFhGRUTQiFolciexcl0sGQBHclPMZ3w6Nmn3f52Z9M5SvmcXirGB6WnKfn7UVrbz+YQ+FWcEmfm/BNP56+VQAbkipZ+82Lx/WD7Ig/9LZvLG6jWW1gyOOrV+ZzhrDzfpmg+fW/BbLQ33Pvy4F1+Z67qg6yfLCND56u5sP8ibzyeqZxIZeWzyjntLtXvbU+nkgz807NQGWFE/nJ6XB+rgulYyXjvAHtReqxs277/jIXDCdtcXBydvURXGsO/Yp39p3iu/mn+3ni8UzZ+VcXqEfr9ePaU/leyXdVLzSR/0pk/wWDz/ujRpxbUWFzRgbWy+51mtWsZNbazr570N+CvLbqf51gCVFKcyJ7gy7/4LQrcCZwMYHZ5ELcJ0Dz+PHKa9rY911GVdcf/v+Nip6o3ntkdnMcxhAIvfd08+/P3uGfY2DlIXO+25ZNg8VJSIiIldOQcxSicxwGVDfw//6ueCo2EBdF69jsDozGfAGD6bFBkNYSHR6LJn04OsDd6uPBkzWbq1j7XltLfWeHSG6OS9t+HvTaScTYGB0fdlZUVA7sr45K+fSEjrDXneUohd7mJFm4K7z0UAMM7OiR7Tx2/PsUDXA5/TRfNpk4XzniHAUyEuk1PCyr/UMhqufo8CNOWnnnOEgPdMGFwhiUa19HDThP/a3MH1/y8gfugbohDDX1gU4Vf0Zq6p8HAwdmRnsAQCvxz/q2kxHAnnOS0/LDaancnd6Jyv3NVPW5+PHvVFU3JgK7nOD2Bf3PywzLhjCAIhmitMAvzkm9Tc3BYBB7nr8o1HX8DtewAi2d0NmwiWvWUREwqMgZikbhSWTKHu6nSdfaeKlVSPXYRneZn7+Rg9d6U5uyT3ngXzax3EYDmP+Zh9NGMyNA2dKNDMx+csnCs5ZHO6lpdFkelYStF5k+4aL1DdrYRJlNRepz9/OO7/qpiElnuunGqS6Y5lJDw2Nfr45/MDv4uMPB8AVyzXE4Ukz2FvvxbdoynAYsx3uYrcJi11JmMk+rgEO1J/m/sKhYaDeUEiwjarQTI4hF1hROpNniofWhAXoam7HTEvFOeoVFxblOcGWKh8Zi2bwZkkasfjpPXCM7Nd9ADiTbED/iGszers57DUh7QsaBiCR313kwPWKl029ARrSE7l5qgHu8Pv/OupPTY6CuFj+5ck8CkLtGr3t1HsdZLuiGDlHKiIiY0FBzGKDrgwqbu+l/HUPizac4YfFScwZ2r7ioJ93HXG8fX/2yFGd1i7Knv6ERxcmkdB0hpf293MkFNZsTOGxquOs3PgxGxZP5npngNq9Z6hotfHywwX80WWuqx50ZbDxzj6+t+Pc+qLoaupi14E+dpp2Xi6/lgxgoCCVv0pv5DtbP6WhZDK/nwyNezv4QTOsXzkNF4ksXJrADS928CebD/OnCxNwtHfz86pejqQn8mxhNCZTubWojWf2tfCAp4u758XQ8UE7Tx0dvGB9ZrSLO4rbKN3dwANHndw9L4aejzr4UW2AwhKDrYumhHWdZnQUScCRE924vfHEtXt49Ve9DI0o2eansmX3cX7w/Ke0LZ7M9c4B/q3qDJvCXIZmL3CyglM81QTlK9JHf/DhEv1/HfVPXZLCowdauXdDLWsXTWIWPnZVd/HTgTj+dX0+c8O7VBERuQxarG85G1NvzGfHIy4qkk12VHlYVtnGU4cCZC1I4Tfr80fvIVaQxAtZ8NxON3fu78eW52TXcFibwi3lGezMs7GrysOynZ1UEs3O8tks+VKfbrMRPz9vuL533/ewrNLNXxzwET87if98NJ8lU4fy/GSWrMnkzUIb//O+h2WVHl7os7P9z3K4vzC4pshecC3bV0/iG329PFbpZvn7fUwqSqF6TWjNGzZyynLYVxyL+ZmXb1e2scuWwOYFF/ubwYarNIcdpQ6cofMfP2Rw5/KMsEMYgOmczp/fk0DusQ7mbzjCbds7mZZ/7gRqKnetm8726QavVXlY9ssu+opT+HtXePfUjHbxrSIbxDlYet7mruH1/9XXbzrS+eHDwff5H3a3ccvuLk4mJ1C9Ljci9okTEYlEhmmaptVFhOtk54VHRSaOoS0MUi66XcLVwPB3cKjRIC93aIvVAPU7P+GmQ3HUPDFrxPq4r08Af6uHz+3JZKcMhcJWdjzezC/nT+cXQx8sGLcivX4RkfBMm3RlY0xH6huZlZM1RtVcmqYmZZzp5+gvPufmgwFuLZrMfbNteEJTjbeXpFgUwsDwn6Zy60kqBlr4m5Jk5sQNBKd8e+28fKMVW+1enkivX0TkaqUgJuNMDDkrctiX2MimAx0sqwluOHtfaTr3Foc/1TjWzOhprFpnkPpiKz/Z3cZBoNAVw8/WZLE4AjY0jfT6RUSuVpqaFBERkatGpE1NarG+iIiIiEUUxEREREQsoiAmIiIiYhEFMRERERGLKIiJiIiIWERBTERERMQiCmIiIiIiFlEQExEREbGIgpiIiIiIRRTERERERCyiICYiIiJiEQUxEREREYtcdUEsYv6DuYiIiJw1QR/gV10QM6wuQERERC7fBH2AX3VBDCZsqBYREZEIE1FBLCrMtBw8T3FMRERk/DMxxmg0LNycMJ5EVBCz28I7zzQBDDDAxMQ0FctERETGAxNCz2UzNB1phJ7bVy7cnDCeRFQQi7FdZtQ1wcDAMCbs1LOIiMi4YkDouWyM+SjJZeeEcSCigpgjJvJusIiIiHz1DCIzJ0RUELNFgTMuokoWERGRr4EzLgpbBEaEiCs5ITYy54BFRETkq2G3QXys1VV8OREXxABSE6NIjI284UcREREZW4mxBqmJERlnALBbXcCXlRhnEBtt0Ns/iD8AA4OM2acuREREZHwyDLBHQbQNHDFRREf4LFnEBjEIvgnRjshNwSIiIjKxKcWIiIiIWERBTERERMQiCmIiIiIiFlEQExEREbGIgpiIiIiIRRTERERERCyiICYiIiJiEQUxEREREYsoiImIiIhYREFMRERExCIKYiIiIiIWURATERERsYiCmIiIiIhFFMRERERELKIgJiIiImIRwzRN0+oiRERERCYijYiJiIiIWERBTERERMQiCmIiIiIiFlEQExEREbGIgpiIiIiIRRTERERERCyiICYiIiJiEQUxEREREYsoiImIiIhYREFMRERExCIKYiIiIiIWURATERERsYiCmIiIiIhFFMRERERELKIgJiIiImIRe2Njo9U1iIiIiExIhmmaptVFiIiIiExEmpoUERERsYiCmIiIiIhFFMRERERELKIgJiIiImIRBTERERERiyiIiYiIiFjk/wGJgAZ3aIJa4wAAAABJRU5ErkJggg==" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"></figure><p>Once that&apos;s done, it&apos;s time to feed user provided data to Google Ads.</p><h3 id="step-2-user-provided-data-variable">STEP 2. User-Provided Data Variable</h3><p><a href="https://support.google.com/google-ads/answer/9888656?hl=en-GB">Google stipulates</a> this the minimum data required to make Google Enhanced Conversions work:</p><blockquote>Phone number (must be provided in addition to one of the other two pieces of information above)</blockquote><blockquote>Email address (preferred)</blockquote><blockquote>Name and home address (street address, city, state/region and postcode)</blockquote><p>The upshot is, you must have the phone number, plus the email address and / or the full home address (street, city, state, country, postcode).</p><p>If you&apos;re missing the minimum dataset, the conversion will fire as it does normally, but you won&apos;t get the additional benefit of GEC matching events based on personal customer data.</p><p>Login to Google Tag Manager account - https://tagmanager.google.com/</p><p>If you don&apos;t already have them in your GTM web setup, you&apos;ll need to create data layer variables for email, phone, first name, surname, street, city, region, country, and postal code. My customer data layer variables look like this:</p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"></figure><p>Click the &quot;Variables&quot; link on the left side panel.</p><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"></figure><p>Under &quot;User-Defined Variables&quot; heading, click the &quot;New&quot; button.</p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"></figure><p>Give the tag a meaningful name, indicating that it&apos;s to do with Google Ads and also &quot;user-provided data&quot;. The naming convention for tags, triggers, and variables is surprisingly important. It keeps GTM containers organized and helps with future maintenance. So try to be consistent!</p><p>Click &quot;Variable Configuration&quot; to reveal a dropdown menu.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img 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c51R3MQ+7eaM+VPuTrs1toZM/STV1tHaqhMQf/VByvH6Iq+J6i27Om/y+O6Q60rHQ0UrbPGjNaYCh45vXXdjCBqdd2rWpj+oEZMHqIrX5NcsV3Ur/cAXTe4r84vSnlz07foZ0kadanXaI8yTJJheH3vjqq4XcxZGjOmglfkaa+yUc05cbGVnCxaCb1ssm/eqSx1Kvm5lv8J7FbyF3nK6B1/dD2hsuLO0mUlgcQJatXndvUfXXoh8F+TlmhL86F6vNJFvXOUnnpQjo6Fc2kr0iruHEkrS9pnJG+XzJv12CWVr+4TUmAoX1Ju+nZledrrtKhK5tbFtNN5Muk/lR6ptvVJkl1bX3tA90z5RlmKUZcep6rZ3DR9tzOrwudXatcSPXnXaH2c7lJEXKLOiHXo/aSjw0WPbSwdAAAAgPpkjYpR28TL1a7dFs1fvlE7s+PUMcqkzPVLtHR3sNq3b6cWytSPabsktSp5Xky7zmq+fLt2JLTWSRnb9bO1ky4rGh1k2PfLExqm7T8eLn2ymMg620imsfC/XcOKld0d7ObuitVZiqhsNzGfOF2J13dS5AvztDz9yiq3ei+Wmvy1PO6L1bVoClDuqoVaKI9C0r7U1IlfVvicVXNWam/f2m4Dv1VfLDqs7UN7VDjqpVC0zh00qIrHj4W9zPdWdRr2rr4elqm0pM1av3S+5nz6pD6bOUkXTf5E7/Y9STZb4aSuwdM3aWQV03hsthpM8Yk9V4MG1ewV5VfxmGF45Gpe/aJDttZmhWcV7mRV4R+XsqO5rOfr1uEneS0EvlXLpqTolPufquLnYJMtyizLPqPSFqX7vbC9xzlU7299oOrjSnLaIiVThvKqOHpVZ659fYWLQPef8qMumfC5Jvc77WjfGbu1ZPwNemR+lScsslXvP/S4ZsfcrQ8XP6wLvALPwylv66EBr5f7bQQAAADgG+b07Vq94aBOu7ZHybWtJypKsUWf2k3GH9q+PUudL79NXYuureNjTNr536PrxbpjT1GXmB+1M2O3nGm7dGKXo7MabNYT5Yloo3OvYBrY8fLN1LDKtogvu4D0vA1KL/BJhSX+fv1QXWb6Xv+a8L8yux9VIGOF3pm8R677+xRdnGdq9dyVsrd/VAuLF/Mtc1s7qZfC13+gJdtqN1Vr69SX9H5WJ029vmb7PdWaySjc0ruMAzu3VPKEaHXo0Vt3jpumL5JW6+VeDq0eMUXfGB5Zok7RGZK2ZBdu0V7Zra6tTa5k4Rv7L1q3zq7OXVtX8wfkdCX0CFPkusoX5HamfqMVilD32KMjmM7sM1hdixYCd67/r97I6qZhfTtWcR6rIuP+rqBD6/Wz95QyL78mf1OuvcmcpizDWkWfFrYu7P8crU1Nr/DYSkvRV1UuFl3b+nKUsnSNPM6bNMQ7BJIk2yk6NaqGa/qkbdC0bQW6cNAtpUIgSWoe265mxwAAAADQINyxUbLZf9U3a1K1zzBkMnK0OyVVOzx/V2SUSR6bVTZJOTnFyzvkaPuPZa8vI9WuQzvtWbNGSRknKb7d0Su2kHaddcahTdqwfoeyDI8kuzJTVuiDTzdXf63exLj2rtesCaP16ITpWrvXUefHb/ggqLIQqFhjC4MiL9W4165V2LJH9eAzn+u3ytplb9SbDz2sLyMv05TB3QrvK1obptvgvpXuOtaqx9U637Rd85KqW623iLFbKyYO1T2T16vDQ6N1b2WLDx+H8NhOamHaqLXbyo6p2aq5M9Z6fb9bK8YN0cDJ35dpF63E6y+WyZShLENSh8s1pKdN374zo8JdnrZOvVe3Tfiqzt+8f054Vf+tILjY+s7rWujprAE94qs9xpl97lXnw+/r+SmbKnh0q2a8s0j5Z92j//Me6dThcg3padeLc+dq0eKFyk28ThdUM5rs731u1/mmjRo7/bvyI5kyVmjKlJTy7c3f6M3pFdf1/qBBGr/yT696bPpxwnR9Uy7cy9RX77xbOHWvzuorHEFUoV0f65XpORU/Zk4vEz5a1brChnZ9P+NlfVtNzQAAAAAaUrS6X3OxzjC2asWCBfpgwWdamRGiC0tGCEWr8+XxOrzhc82aNUsfLEiWO+bv5Y4S0q69Okpynt5ep5ZamiJa3S+/SGEZm7RkwWzNmjVfS3eF68LeCbWcXdPY+d2uYYZ+W1SDLeJL7Sa2UG9bwjXmljMU1rDFlmjVe5IWTPLoptGPqO/Sebp2+C26MaGNWthMMoxs/bF0vibP+Ep7Irvr0Rmv6vKi0Qu/Ji3Rz55z9WzPii9nJUkxl+nufuEa9PYX2jj4zFLTfDYsnqkZKcUX1JnavmqVVib9rizFKPGZj/XOrWfWzwvukqghHYP14pjhen7MQxrS9wwFpS7XzFcnaZP1TEnJRQ1P0amtnfph8j90mzFajwzuqzOiHMpMWaDxz3yp3B7P6pwok6RoXTVmhD667kUNvDhNY8Y/pCt7/E1h6WlaM+MlPTb3F531zMg6f/P2OK9Aj1w3SClFryEs/Ud9+c5rGrs4RR0e+rBmIVqXIXp21Br1n3y/7tg5QsOHX6mzYx3anfSlXhs3Ucvzu+mRdwaXCfqilXh9T0WPfk5jJd0wpfJFokvEXKUnRs3XVZOH6rKdj+mlx2/Q2bEObV81X6+Nm6IjcWdJyckVtL9d56c+pudGXanz4sKUkbpGH0x8UrN2JGhsbPEaSUf7/+7euzV60hjdmNBGBalrNO/VZ/WycbLOV4bS6qw+q7r0uUEt57yvic+cqieHX6kzog7pl6UfaPKEjcpLCFbZRDA+4RqZgmbq1QldZenXSvnqrP9L6K4buobo2XGP640W43R7QhuZ03/Ufyc+oVezo3WG3+X+AAAAQNNWuFh0W3Wu5HFr7Lm65o7Si1t06FC2VbTOueOOCtcD9USdoguvPUUX1kGtgayBgyCbTrtmoC6x7dfZfatZ/6coDPI036jml3f0WQhU7OTrXtTqLtdo5quT9J+JD2uJ12PuqHa6fOTben9wL/2tJLEsXBsm5+IXdXmVo0GsSuxzlYIWva+F60bp3J5Hw4nv570o77E2JyYk6oKRD+iWW/uqW71uF99JQyc+o83DntHsxwdq9uOSFKOeo1/TrLOT1XnA0UDitGHvaqHtUY2Y8IQGznyi5P6WF4/VstduPBqAdLhbHy5tq5fGjddL992gl4rudkd21x2TP9LYvpUux3zMgu/6l/6XOUn3lryGwtdR2xCt07B3tTzuDY175l+6+9PnSu4PS7xTr4wbo6tPLf/zLVw0epXmNR+iOypdJLq004bN1IrYsbpnwr91d5/iHopR4jMLNOuMpFL9Xtx+edy/Ne6Zl3X/9S+V3B+WeKdemVumrg5368Nl0Xpy2Av696Ar9e+iu1tePFafv3OWkhJu1kd1WJ8l8XEtmJSnO0c/qYHznpRU+LMe+Oqr6v9jf91YJgiyJA7R7MG/6cHpT2rwPOmcyd/q/xJO1+3TP1TWfcP11qAr9ZZXzbMmRuutPiN0XHuGWWyKkBT88zw9/895x3MkSZK7eaiPV98HAAAA0PQV7hr268xPlKL4etk1zOTxePxpn7UGYpc9O13bdrrVLr61WtTD+jaNhT17l35OD1F8fOtqVmK3y56+Uz8b0YqPa1F1WyNHu1L3KSQ+Tq3ro+9yvtIDiQ8oe/Jaze57giS7cnam6k9be50Re3zryRf3R8e41qrPH7s9Pa1mfXksdRkZSkvNU3R85buA1V19hb8Xv+mUGva9XYZhLf8ajBzt2pmliLh2x1xzRbLTPtf8eWv0a+7x/RkM+9t5GnDzderYsj4DWgAAAODYGEbV28OgZupjbVtfIAiC/ykXBAEAAABA4CIIqhv+EgT5ZtcwAAAAAAAANDiCIAAAAAAAgADB1DD4oRylJe+QK66LzqjXRbUBAAAAoPFjaljd8JepYQRBAAAAAAD4MYKguuEvQRBTwwAAAAAA8GMmEzMljpc/9SFBEAAAAAAAfsyfQgxf8ac+JAgCAAAAAMCPWSwWX5fQ5PlTH7JGEAAAAAAAfs7tdsvpdMrj8YgYoGZMJpNMJpMsFovMZv8ZR0MQVAXTqD98XQKAGvBMbuvrEgAAAACgSfCfSAsAAAAAAABVYkQQAAAAAABAgGBEEAAAAAAAQIAgCAIAAAAAAAgQBEEAAAAAAAABgiAIAAAAAAAgQBAEAQAAAAAABAiCIAAAAAAAgABBEAQAAAAAABAgCIIAAAAAAAACBEEQAAAAAABAgCAIAgAAAAAACBAEQQAAAAAAAAHC8stvu3xdAwAAAAAAABqAKedwrsfXRQAAAAAAAKD+MTUMAAAAAAAgQBAEAQAAAAAABAiCIAAAAAAAgABBEAQAAAAAABAgCIIAAAAAAAACBEEQAAAAAABAgCAIAgAAAAAACBAEQQAAAAAAAAGCIAgAAAAAACBAWHxdAI6ds2OCr0sAAAAAAOCYWbYl+7qEgMOIIAAAAAAAgABBEAQAAAAAABAgCIIAAAAAAAACBEEQAAAAAABAgCAIAgAAAAAACBAEQQAAAAAAAAGCIAgAAAAAACBAWHxdAOqPZVtyqe89Hs9xfV/TxwAAAAAAjZfJZKrxY7X9vixnx4RaVof6RhAUIKoKecr+d/H3tQmGAAAAAABNT2XBjslkkslkKrkOLL7f4/GUek7Z79H4EQQFgKpCH0lyu92l7vO+VfQ8AAAAAID/8A5yigOg4lsxs9lc8nh14RAaN4IgP1dRmOP91TsM8ng85b6WDYTKHhMAAAAA0PRUNBKo+GY2m8t9dbvd5QIj7wCIMKjpIAjyY1WFQMWjgIpDH5fLVepr8U3F7SsYIUQgBAAAAABNi/dIn+Kv5uIApyj0Kb4FBQWV+ioVXguazeaS4IcwqOkhCAoAZUcAFX/vHf64XC45nU45nc7C+5xOeYraFPOeQgYAAAAAaPqKAx5JCgoKkklSkMUis9ksi8Uii8Uit9tdKhTyHh1UNgxC40cQFCDKhkDeAVBBQYGcTqcKCgoUHGxRqxNayma1KjQ0VEFBQT6uHAAAAADQEFwul/Lz82XY7crKzpZhGAoODpbFYin5WjxVzHuGCItHNy0EQX6ussWhi0cAORwOFRQUyO12qUVUlGJjYnjTAgAAAEAACgoKUnh4uMLDw3VCy5ZKz8hQVna2XC5XueVBvKeHSWKKWBNCEOTHKlsUungUUOFIoAIFmc2Ka3eKbFarL8sFAAAAADQSJpNJrWNjFRkRoT/37lNBgaNcG++RQUwRazrM1TdBU1ccBBUvAO10OuVyueRw2GW329WsWRghEAAAAACgnLCwMDVrFia73S6Hw16yxEjx9SUbCTU9BEF+zvtN6fF4St60DodDDkeBgoMsatO6tY+rBAAAAAA0Vm1at5bZZJbDUSCHw1EyuKCiWShlv6LxIQjyc95TwrxHBBUUFL6Bo6KifFwhAAAAAKCxO6Fly5KNhrxHBLG7dNPDGkF+zDuBLX6DltoprKBAYc3CfFghAAAAAKApCA0LVYHDoaCgIFkslpLt5MvuIlZ2BzE0PowI8nPF08GK1wgq3i2s+BberJmvSwQAAAAANHJhYWEl15He6wR5X3MWIwBq3AiCAkTZqWFul0uG3a6goCBflwYAAAAAaORCgoNld9jlLpph4r1YNJoWgiA/VzwSqGTXMJdLHrdbbpdTHuZyAgAAAABqyO06ei3pLrNOEItENx0EQX6s7JuxeOiey+2W0+1WQUGBjysEAAAAADQVBQUFchZdUxYvPeJ9zcnC0U0DQZCfK97Gr/gN6SqZHuaS28ObFAAAAABQM25P0bVkURgkHR2AwEigpoMgyI+VXayr8A3qlsvpLAmDAAAAAACoiZIQyOmUx1N+jSAWjG4aCIICQNmEtmSamIsgCAAAAABQM+6i3cK8ry2ZEtb0EAT5ufLrBB0NhVy8WQEAAAAANeTyGmRQfG0psT5QU0MQFCCK36wej0fy/m8AAAAAgB/K0Z7F7+qxdz7Rjuy6ufYrO9OksmtKrjUbN4KgANiCNUkAACAASURBVFHRG5Y3JwAAAAD4oxztWTxPbyb9rqCdG/T23EV1FgZJkqdo9A8jgZomgiA/VtVCXcUjgwAAAAAA/sauHelZJd8Vh0G/G8d3Degp2oW61H0sEN3kEAQFGI/HI48IgQAAAADA/+Rod9I2ZSlaF943WFfFtSh5JGjnBn27I//4T1F0TUno03QRBAWAkjcoU8MAAAAAwE8VTgd7e/FMvT3np3JhUNvEe3R1x7DjOkO5a0mva0zvNmjcCIJQf4wMJScnVzH8MFPJycnadzzDE9M3au6cH7S3xk/IUVpyqrKqa5a9XZtTDx57Xd6MDP24dJ4+mPi47hwzQdPnfqFNdTg/t7Jzblg8U9PnfqGfDM8x9JOv2LVl8Ux9vs3l60IAAACAJuTomkCSdDhlVqkwqF+fezWw32lqUc1R6gJBUONHEIT6Yzukn8bfoX9+UXH84Fz9lm66Z4X22EzHfIrfPn1C48aN05KaBgc53+v1m1/WN9UEMbnrp+jKV76rPjCqxv7VL2vIJb00dPK32hPbQf8XH6Y/lr6hB3r00K1TNqkOBmaWl7NWj1zSS4/M+UlpyQv07Q537fupQVQQyuVs1MwxE3XT3HX10zcAAACA3ykdAhXzDoMSL/lbg4RAaBosvi4ADcM3qezpSry+k0YvWqe9/fqrTanHcrR67mcquPt9nXscZzht2EItvtit+Pig4yu1HhxYNlrXPL1PN7z6jab1POHoA4NGasyuJRr9dJK2Du92XK+/IrlJH2t++ye06oPbdVrxnR0bYT/lfK/Xb56r3hve1bVRRWFg5AX616rFeiSqvUJ9Wx0AAADQBFQcAhWLstnqvQJGADU9jAhCvfp7n9vVe/1nWpteZkvBjLX66Ou2euKSBK87M5WWnFzJdDK7DKPwvxw7U5ScvKNoxEik4uLKZ9sZqSlKTk7WDzvzqqgup+h822o88udQjY4rKecrjRu5Sr3fma5/eodARULaXa3JM/9RPgTK3q7k5GSv1+ftaB8UtytXh2Eo23DLZbPJZBhH21fSTzJ2Kzk52WsanNc5JBne31RUh3ebomN5/+wKf1bJ2py6r9wxHNmFr9CenV/qPNaodoqqYJRY5ccqPF5+mXY/1/f0OwAAAMCnqg6B2ibe02DTwdC0MCII9SvmXN1w3pOavm6fbu53UsndB5KW6OsO12pUx8IRKns+Has7Ry9QQUKiTrPtV1rSX4ob+bbmDO8mScpdNkbtPzlHM89epgcnb5DcF+rFDe/q2l3/UZcb8jX7twcKQ5VdS/TkXaM1X510flyoMlLXK6PDA5paJnQ5kvSehoz7j3bHx6tteprWZp2uga9O1LiepcctlUjfqOceGqIP0jt6HfdRfTBziDpV0PzAqoVa3P0xbeha0xE4u7Xk8aF6dJFdXXqcqmZFNd39zhSN6dqsTB+s0vOLHDo1dr/Skn6X+7o3tWjSZWqjrZqWcJNekkcRWqYrE55SzkX/1s/vXq0WKdNK95Ps2jr1Qd0zOUXhPTrqZGO3Vnou0Pief2nMz30Ln5PzlR45t8yInaI6Tv/40lJtLnj9XC156BVtknTO5G81u9devXHfcL2R2kznxbeWY+cGbfRcpSnzJumyWLNyl43ROSO/kMzSV33O1tjin2fUIX016hJNv3aFZvctCtCMLRUe64UZk3TTqYVZ9tapvdQ570mtzXxdY3bE6u/6Q+uSj6ir1+8QAAAA4D8IgXDsCIJQz6KVeH1PPTDtC23tN7QoNMnU+sXr1G3wU0Xf25W9r5WGL/1BN8UVrWKfsUKPXPcPTezxrcYUhSkRq5/TW/HTtC71g6N/0HaVPltBdoZajvxMP/Y7rWhqUaa+GnWTbp2cqF9HnSNJMpnX6skpsXp38Xe6LLYwSNi/+gU9NOghvbt4ju7tWDa8+UWzRw3R9xdP14/Du5U67o0Tuijt8XPKveqM1B/0Z8+hqiRWKsOuTePv0tN7b9fHyXfrzKLRMIfXv6X7bhlcqqaI1c/pzYQPtXRpUR27PtaQ3k9q4S29NKJrJw1J3aYBy0YdDWoqOWPu6mc09D9WPblqna4p6oOClGkaNGC+dFHfGlVdzGReqzHT4/Vh0jZdUBwY7fxBzsRJWj/j/KIa7No69V71+ecn2vBBf7XpPVmp66/WPyoImkr7RbMH36ZV7V/RqhmXFfWnXXs+Hav+A55R7JpndWFRf3WY+qxmTv5E30woDByd61/RhXe8o89urer4AAAAQFNDCITjw9Qw1LtWl/TXlWmf6bvihYrTlmvad2fp5p6ti1pY1em+kbopLkyGYRROE4q5THffatLy5NSS43hct+vJUedX+QctuMsQPdLvNIUWHSdf0bp00AC5ViZrq1e7m8aMKwmBJOnEi5/QwwN36MWlm8sfNGW53vjtTj1VEgJJUrQuve9enfmfxfqm3DS2HKXvdNSobyRJGSv09kdtNWbS4JIQSJKaJ/5DT9x/UMMWH63J47q9dB3tLtTAXg5tSM+u+fmUqdUzlurv48aVhEBSYd+Nf7xrLY5z1KAxDx0NgSQp7nKNGn6+Wshe9HOwqtP1d+i6dcn6rTa7xBX1/Zjxl3mFaladfN2jGnvmf/Wa10Lkud0f07i+R0edWRKv0O3mtdq5o8y0RAAAAKDJIgTC8WNEEOpf5AUaeMNoPZ2Uqns7nqlfk5Zo3cW3aZpXCLF//SsaM/J9faO26hZ1SJuyI3SaLUdfDzi6dsyhXgn6e3XnSt+ol8aM0rSkAp2S0FKHkw8qMi5MIb/cWLKGjMd9gc7vWD4D7dDjAh35OF1ZkoK97j+wc4tyDq3UHfHvlz9fUKQ27RivC0uNIopUXEIr6WANA4/07Vrr7K77Yiuq6VLF/StZW3WO4lRRH1hrdo5SMpW6zq7uI6LKPRIbG1vro3ncF6jbqWVr/0ULhw/XUyv36MSEBAUnJ8sVFyeHqa16G5JquGbdgZ1btDvhqgp+7tHqcElH/S95h/KLphz+2fPUciOwbJKO1PYFAQAAAI0SIRDqBkEQGoBViX2u0u8vr9PWwSFKWbxVN43o5TW962M9dGeSEudu1LSi9XCkHK14/FItrdV5duvjUUO09qLp2jzj6KiZ3GVPq9v9pVuaDI+k0tOFDFUS3NisOnTR81r7+tUVTvWy2cqvA3Raj35KvGepNj5+Tg12BbNKqnjUimHkSDqx2iPUlk3SsW4kX2k/lbBr0/h79VzII/o69WifFaTM1n03ra7dyWyVB10m40DtjgUAAAA0WYRAqDtMDUODsPS4RkPSPtP3M77Wm1uv0009w0oey01dq++dF6lnSQgkSTnKSXfW7iQ5v2jl5gJd2iOh1Nbj2dmZpZqZzGs1b3PZfcJylLJ4taxdW5f749kqtrParVyvX2WVzWbzuh3SPqOSoKJLf409c6GGjlyivRW30P5Vy7RRkuI66DLLl9q8rWw0Y1fK0hUK6pVQ4YLUx66t4nvZ9KnXtLuS8636plxrU6mpXHalrVpbzfF/UfKcdHXu07NUcBZs/KFvK2htqmKqWKvYzopbuVoby7X5RUlL03VlwqlsMw8AAAC/V5C2nBAIdYYgCA3D2ll9B+7TxImTlXT39SUL/EpSePwFOseyRus2F0/iydH3rz2nl7bZa3eOyNPVq2uwvkpKLpkGdnj9W3pmcnKZhhH6ZeIovb65eMv0HG2d+pie/OECvXfr2eWP2+UaPX/1Bj02+hP9VBxIGNu1ZNRNuv6ZzysJeqJ11YT31D/jCV1918v6X/Lekprs6T/qvxOH6tph0/T5ur+kyEv18MMt9MK48fp8W/F28DnaOvVBPfJ1T02uqKbjEqlL73tAsRPH6/Evfi6qK1Nbpz6op1Z6DRKMPEXnnZmkaXPWqTg2O7Ds6dJtKnS6Em6N1Zal60r6xrFriR4Z/Vnp/zlFxuhv5rVasG6HDCNDWRUFQl36699Xb9CYYW9rU/F28MZurRg3Xk+E3KfRXjvRAQAAAIGGE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class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"><figcaption>GTM user-provided data variable</figcaption></figure><p>In the top-right search box, type &quot;user-provided data&quot;. As you begin typing, you&apos;ll see the variable appear in the search results. Click to add this variable type to your GTM browser container.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img 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" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"><figcaption>GTM user-provided data variable</figcaption></figure><p>Next, click each box for email address, phone, first name, etc, and add the corresponding data layer variables from the dropbox list that appears. Note - the &quot;Region&quot; field expects state or province in capitalized 2-digit format (e.g. Arizona is represented by AZ).</p><figure class="kg-card kg-image-card kg-card-hascaption"><img 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" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"><figcaption>GTM user-provided data fields</figcaption></figure><p></p><p>If you&apos;re having trouble saving the changes, it&apos;s because the User-Provided Data variable expects a value for ALL of the variables. It won&apos;t save unless all of the fields contain a value.</p><p>At this point, you&apos;ve created a special variable containing all of the parameters Google Enhanced Conversions needs in order to attribute events to the right source.</p><p>Now, we must somehow get this data to Google Tag Manager Server-side and the easiest way to accomplish this is with Google Analytics 4.</p><h3 id="step-3-ga4-tag-settings">STEP 3. GA4 Tag Settings</h3><p>Click &quot;Tags&quot; in the right sidebar. Then click and open the Google Analytics 4 configuration tag.</p><figure class="kg-card kg-image-card"><img src="data:image/png;base64,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" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"></figure><p>Toggle the checkbox labeled &quot;Include user-provided data from your website&quot;.</p><p>From the dropbox menu select the variable User-Provided Data variable you just created in STEP 1 and click &quot;Save&quot;.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img 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" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy"><figcaption>GA4 settings - include user-provided data from your website (server only)</figcaption></figure><p>So far we&apos;ve completed all the necessary steps for GTM Browser-side. Finally, we have one last option to configure in Google Tag Manager Server-side.</p><h3 id="step-4-gtm-server-side-google-ads-tag-settings">STEP 4. GTM Server-Side Google Ads Tag Settings</h3><p>Login to Google Tag Manager Server-side container, click the &quot;Tags&quot; link in the left side panel, and open the Google Analytics conversion Tag.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://docs.measurebit.com/content/images/2022/05/image-4.png" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy" width="1372" height="460" srcset="https://docs.measurebit.com/content/images/size/w600/2022/05/image-4.png 600w, https://docs.measurebit.com/content/images/size/w1000/2022/05/image-4.png 1000w, https://docs.measurebit.com/content/images/2022/05/image-4.png 1372w" sizes="(min-width: 720px) 720px"><figcaption>gtm server side - google ads tag</figcaption></figure><p>Toggle the checkbox labeled &quot;Include user-provided data&quot;.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://docs.measurebit.com/content/images/2022/05/image-5.png" class="kg-image" alt="4-Steps to Set Up Google Ads Enhanced Conversions with GTM Server-Side" loading="lazy" width="1119" height="770" srcset="https://docs.measurebit.com/content/images/size/w600/2022/05/image-5.png 600w, https://docs.measurebit.com/content/images/size/w1000/2022/05/image-5.png 1000w, https://docs.measurebit.com/content/images/2022/05/image-5.png 1119w" sizes="(min-width: 720px) 720px"><figcaption>gtm server side - google ads tag - include user-provided data</figcaption></figure><h2 id="conclusion">Conclusion</h2><p>To summarize, Google Enhanced Conversions is relatively quick and simple to set up as long as you already have Google Tag Manager Browser and Server-side, along with GA4 and Google Ads tags properly configured.</p><p>If you&apos;ve just started down this path of server-side tagging, congratulations!</p><p>You&apos;re well on your way to improving ad reporting and ad optimization. You&apos;ve also taken some important steps along the way to building your own first-party customer data platform.</p><h2 id="next-steps">Next Steps</h2><p>If you need help with any of these steps, drop us a line. We have a team of professionals whose sole job is to solve tricky conversion tracking issues for Google Ads, Facebook Ads, Shopify, Google Shopping, Wordpress, Woocommerce, Woofunnels, Squarespace, Clickfunnels, and more.</p>]]></content:encoded></item><item><title><![CDATA[5-Steps to Add Google Tag Manager to Shopify]]></title><description><![CDATA[<p>In this article, I share 5-steps to add Google Tag Manager to Shopify. This should take 5-minutes or less to complete.</p><p>(Note &#x2013; In this article, I&#x2019;m not covering how to set up marketing tags for Universal Analytics, Google Analytics 4, Google Ads, Facebook Ads, and other integrations.</p>]]></description><link>https://docs.measurebit.com/5-steps-to-add-google-tag-manager-to-shopify/</link><guid isPermaLink="false">61b008da84bfeb6be0e34768</guid><category><![CDATA[Shopify]]></category><category><![CDATA[Google Tag Manager]]></category><dc:creator><![CDATA[Wynne Pirini]]></dc:creator><pubDate>Thu, 08 Jul 2021 00:23:00 GMT</pubDate><media:content url="https://docs.measurebit.com/content/images/2021/12/shopify-gtm.png" medium="image"/><content:encoded><![CDATA[<img src="https://docs.measurebit.com/content/images/2021/12/shopify-gtm.png" alt="5-Steps to Add Google Tag Manager to Shopify"><p>In this article, I share 5-steps to add Google Tag Manager to Shopify. This should take 5-minutes or less to complete.</p><p>(Note &#x2013; In this article, I&#x2019;m not covering how to set up marketing tags for Universal Analytics, Google Analytics 4, Google Ads, Facebook Ads, and other integrations. To keep this brief, I&#x2019;ll cover these related topics in subsequent articles.)</p><h2 id="why-use-gtm-on-shopify">Why Use GTM on Shopify?</h2><p>If you want to run profitable digital marketing campaigns for your Shopify store, you must track every meaningful step of your checkout process.</p><p>This helps you understand the effectiveness of individual marketing campaigns&#x2026; customer journey&#x2026; customer lifetime value&#x2026; ROI of your various products&#x2026; content effectiveness&#x2026; and so on. As a result, you can learn where exactly to focus your resources so you grow your business.</p><p><em><em>Basic Shopify</em></em> comes with some analytic capabilities called <em><em>Shopify </em></em><em><em>Analytics</em></em>. This displays purchases, revenue, refunds, and even UTM data for referral traffic from other sites.</p><p>Universal Analytics is also a native Shopify integration that includes <em><em>Enhanced </em></em><em><em>Ecommerce</em></em><em><em> Tracking</em></em><em><em>. </em></em>But Shopify only sends this conversion data to Universal Analytics and not to Google Ads.</p><p>Also, if you&#x2019;re running Facebook ads, there are currently major issues with Facebook Pixel and <a href="https://developers.facebook.com/videos/2020/conversion-api-capi-overview/" rel="noopener">Facebook CAPI</a> not de-duplicating properly (hundreds of store owners complaining about this on Reddit)&#x2026; so you end up double-counting conversions. This in turn screws up the reporting and profitability of your ad campaigns.</p><p>Lastly, there&#x2019;s <em><em>still no support</em></em> for Google Analytics 4 &#x2013; Google&#x2019;s much improved Google Analytics product.</p><p>This means if you&#x2019;re relying on Basic Shopify default features, you&#x2019;re likely missing out on many profit-improvement insights.</p><p>Google Tag Manager (or GTM for short) unlocks the full power of your conversion tracking &amp; analytics power of your ecommerce data. The only downside is, you normally have to upgrade to <a href="https://www.shopify.com/plus/pricing" rel="noopener">Shopify Plus, starting at $2,000 per month</a>. (Fine if you&#x2019;re an enterprise customer but hard to justify for smaller stores.)</p><p><strong><strong>The good news is, our solution doesn&#x2019;t require </strong></strong><strong><strong>Shopify Plus</strong></strong><strong><strong>. </strong></strong>You don&#x2019;t even need a Shopify app for this to work.</p><p>So now we&#x2019;ve covered the &#x2018;why&#x2019; let&#x2019;s go over how to set it up:</p><h2 id="5-steps-to-install-google-tag-manager-on-shopify">5-Steps to Install Google Tag Manager on Shopify</h2><h3 id="step-1create-a-google-tag-manager-container">Step 1- Create a Google Tag Manager Container</h3><p>Head on over to <a href="https://tagmanager.google.com/" rel="noopener">https://tagmanager.google.com/</a> and click Create Account to create a new Google Tag Manager account (if you don&#x2019;t have one already).</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/bLukXpEo/344384b5-433e-49e3-b0ea-20973776be71.jpeg?source=viewer&amp;v=5940c7b143eac2fae9972b3836422699" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="google tag manager account"></figure><p>Give your account an appropriate name. for example, your business name.</p><p>Select your country.</p><p>Name your container. I normally use the domain name of the store as a name.</p><p>Then choose &#x201C;Web&#x201D; as the target platform.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/rRuj8n4o/01505dc7-3686-4d09-b98b-fbc4248dc950.jpeg?source=viewer&amp;v=da099a24e35d93cc5275692a302f87db" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="create google tag manager container"></figure><h3 id="step-2-%E2%80%93-get-your-gtm-code-snippets">Step 2 &#x2013; Get Your GTM Code Snippets</h3><p>Once you accept Google&#x2019;s terms (if this is your first time using Google Tag Manager), you&#x2019;ll see the dashboard for your new web container.</p><p>You will also see a popup containing two code snippets&#x2026; one for the <strong><strong>&lt;head&gt;</strong></strong> and the other for the <strong><strong>&lt;body&gt;</strong></strong>.</p><p>Copy and paste these into a notepad. We&#x2019;ll use them in just a moment.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/p9uAv5go/193b50cb-a104-4fe9-8dc9-75da970a7fcb.jpeg?v=86c36f90472ee0b239185594654b58b1" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="gtm code snippets"></figure><h3 id="step-3-%E2%80%93-add-gtm-to-shopify-liquid-theme-file">Step 3 &#x2013; Add GTM to Shopify Liquid Theme File</h3><p>Now that you have your GTM head and body snippets, it&#x2019;s time to add them to your Shopify store.</p><p>To do so, log in to your Shopify account.</p><p>In the left-hand sidebar, click the &#x201C;Online Store&#x201D; link.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/p9uAv5Eg/288ad5fe-760c-40f4-8cef-5677b67c8161.jpeg?v=678a49653feae5a92a8ed8230293c362" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Shopify sidebar"></figure><p>Click the &#x201C;Actions&#x201D; button, and choose &#x201C;Edit&#x201D; to open the Shopify theme editor.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/p9uAv5xG/debb7904-9844-46b8-9846-a314dc377903.jpeg?source=viewer&amp;v=20d804524354632e53e8d8bc628922fe" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Shopify theme editor "></figure><p>The <em><em>theme.liquid</em></em> file should open by default. If it doesn&#x2019;t, click the link in the left side panel labeled &#x201C;<em><em>theme.liquid</em></em>&#x201C;.</p><p>There are two places to paste the code snippets you grabbed earlier. Note &#x2013; you have a &lt;head&gt; snippet as well as a &#x201C;body&#x201D; snippet. Each one must be pasted in the right place.</p><p>Paste the code snippet just after the opening <strong><strong>&lt;head&gt;</strong></strong> tag. This code actually loads Google Tag Manager.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/JruDd7vY/0049eb33-5cb1-4d33-ae8b-5826154f21d9.jpeg?v=f2eaac8abef43f186b908fe3a79e3043" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="GTM head snippet to add google tag manager to Shopify theme.liquid"></figure><p>Now, scroll down until you see the opening <strong><strong>&lt;body&gt;</strong></strong> tag and paste the second code snippet (see the blue outline in the image below). This handles the scenario when a user&#x2019;s browser doesn&#x2019;t allow Javascript to run.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/lluNB44r/45366f0d-2d69-4925-9849-fed70868620f.jpeg?v=5f55f531382176c4e54507dfc875ffa3" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Add GTM body snippet to theme.liquid"></figure><p>Click the green &#x201C;Save&#x201D; button to update your Shopify theme.</p><h3 id="step-4-%E2%80%93-how-to-add-google-tag-manager-to-shopify-checkout">Step 4 &#x2013; How to Add Google Tag Manager to Shopify Checkout?</h3><p>Now the GTM container code will load on all of your main pages.</p><p>At this point your setup is capable of tracking e-commerce events such as Page View, View Item, Add To Cart and Checkout, but NOT Purchase completion&#x2026; unless of course, you&#x2019;ve upgraded to <em><em>Shopify Plus</em></em>.</p><p>As a result, we have one more step in order to enable event tracking for Purchase actions.</p><p>This requires adding the GTM code snippet to your &#x201C;Checkout Settings&#x201D;.</p><p>Let&#x2019;s go there now.</p><p>First, click the &#x201C;Settings&#x201D; link at the bottom of the left-hand sidebar of your Shopify admin.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/7Kuo7ymr/b7b237b4-ca01-420d-8cfa-5347c33d5c36.jpeg?v=a537634cbcded61788e4a5fdb6cd761c" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Shopify settings"></figure><p>Click &#x201C;Checkout&#x201D;.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/kpuDpm7r/a5f46a6d-a319-4cdc-8962-022c353dd62d.jpeg?v=24e71d173d736b48c310f10e50c66682" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Shopify checkout settings"></figure><p>Then scroll down until you see the section labeled &#x201C;Additional Scripts&#x201D;.</p><p>Paste your <strong>&lt;head&gt;</strong> code snippet in the box provided.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/kpuDpmKr/24dd6950-dd31-4875-bdb1-619106f873a0.jpeg?v=072a551b53d2845ca52b1484d5a9059b" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Shopify checkout additional scrips - GTM script"></figure><h3 id="step-5-%E2%80%93-verify-gtm-snippet-is-installed-correctly">Step 5 &#x2013; Verify GTM Snippet is Installed Correctly</h3><p>Finally, you need to check everything&#x2019;s working correctly.</p><p>In your Google Tag Manager container dashboard, click the &#x201C;Preview&#x201D; button in the top right-hand corner of the page.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/X6uAgD8A/16008a5b-484a-4cf8-9509-e96210c6aef9.jpeg?v=7a71b0c1ac21b7899bde20dd19c17cbf" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Google Tag Manager preview mode "></figure><p>Enter the URL of your store in the Tag Assistant popup that appears.<br></p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/GGuWOAll/87ec4b32-794c-4089-8d7a-82eb4ba42ba1.jpeg?v=251b02d37814eca6c2ce8f7370678281" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Google Tag Manager Assistant popup"></figure><p>Now, in the bottom right-hand corner of your screen, you should see an overlay box displaying the word &#x201C;Connected&#x201D;. This indicates the correct Google Tag Manager tag is found installed on your site.</p><figure class="kg-card kg-image-card"><img src="https://p122.p4.n0.cdn.getcloudapp.com/items/5zuY4JrL/1395e6be-7f63-4a90-b2e2-8bffca51475d.jpeg?v=05aa12825249d122ef3804b88e01e46f" class="kg-image" alt="5-Steps to Add Google Tag Manager to Shopify" loading="lazy" title="Tag Manager connected confirmation"></figure><p>Following these 5-steps, you should have your Google Tag Manager installation loading in your Shopify website in just a few minutes.</p><p>In future articles, I&#x2019;ll go into detail on how to use Google Tag Assistant to debug your setup. This is essential for getting all of your conversion tracking, analytics, and other integrations working correctly.</p><h2 id="next-steps">Next Steps</h2><p>Installing the GTM code on your Shopify pages <em><em>is just the beginning</em></em>. Next, you need to consider:</p><ul><li>The conversion events involved in your checkout process, including Page View, Add to Cart, Checkout, Purchase, Email Registration, etc.</li><li>The transaction data you need to know about each action including product name, product id, number of items, category, price, tax, shipping, transaction id, etc.</li><li>The platforms you need to send data to that may include any of the following&#x2026; Universal Analytics, Google Analytics 4, Google Ads, Facebook Ads, Taboola, Outbrain, Pinterest Ads, Twitter Ads, Mixpanel, Hotjar, and custom HTML .</li><li>The tracking codes and marketing tags, along with the triggers and variables that you need to set up.</li></ul><p>If this all feels overwhelming, don&#x2019;t worry! Rome wasn&#x2019;t built in a day.</p><p>First, get the GTM code installed. Next, get Google Analytics and Enhanced Ecommerce working via Google Tag Manager, along with all of your events showing up properly in your Google Analytics Account.</p><p>Then you can add other tracking tools and integrations, as you need them.</p><h2 id="conclusion">Conclusion</h2><p>We&#x2019;ve covered a lot here. Hopefully, it all makes sense!</p><p>You might find the 5-steps covered here easier to follow if you <a href="https://www.youtube.com/watch?v=vILiCGjTYVA" rel="noopener">check out the accompanying Youtube video</a>.</p><p>If you have any questions please leave them in the comments below.</p><p>Also if you&#x2019;ve found this content valuable, please like and share. It helps others who are struggling to improve their Shopify tracking too. Thanks!</p>]]></content:encoded></item></channel></rss>