Currency expert Greg Gibbs, updates on the AUD versus the USD and takes an in depth look at the GBP given Brexit
![eagle eagle](https://thewire.blob.core.windows.net/web/images/default-source/default-album/eagle.png?sfvrsn=4c10b15a_0)
Brexit political risks are still high, but appear to be diminishing despite the odd setback. In Australia, political risks are also high as the election comes into focus.
The EUR has fallen recently and faces renewed political risk related to Italy. At the margin, this adds some downside risk for the GBP; since where the EUR goes, the GBP will follow to some extent.
AUD has fallen more than most this year against a resurgent USD
The AUD has slipped against a stronger USD this year, but how has it gone against a wider set of its peers? The answer is not too well; in fact, it sits at the bottom of the pile against a set of other developed currencies shown in Figure 1. The graph includes EUR, JPY, GBP, CAD, NZD, and a broad index of 22 emerging market currencies shown in purple.
Currency performance against the USD year to date
![](data:image/png;base64,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)
Source: Bloomberg
Figure 1
The USD was broadly weaker until end January, and it was mixed and ranging on average through to mid April. Since then, it has strengthened across all currencies.
So why has the USD rebounded? It is due to a combination of the following factors:
- US yields rose more than all others
- Weaker Eurozone economic reports
- More resilient US economic reports
- A major correction in global equities at end January, since followed by volatile trading
- Trump trade protectionist policy developments
We could say much about the nuances and interactions of these factors and other developments that have turned the USD around this year. It does appear that the USD may remain relatively strong for some time. However, we thought we might use this article to talk more about how the AUD stacks up against the GBP.
GBP one of the better performers
One of the better performing currencies this year has been the GBP. In fact, up until mid April (when the USD began its fight back), the GBP was top of the pops up 6%. However, it sunk quite quickly along with others, but a bit more rapidly and in the last month, gave back all of its gains this year.
Big picture GBP is cheap, AUD close to average
Before we get into recent developments, let’s compare the big picture valuations of AUD and GBP. Looking at real effective exchange rates (REERs – trade weighted indices adjusted for relative inflation), the AUD is a little above its long run average and the GBP is around 14% below its long run average. Considering the UK does not have big terms of trade swings like Australia, this is a significant and near a record degree of ‘cheapness’ relative to its history.
The latest Bank for International Settlements (BIS) measures are for April, and knowing that the AUD has fallen since then, it is now a bit lower than +2.9% above its average. The RBA measure is higher (+10.4%), but the latest data is a Q1 average, so the RBA’s measure does not pick up much of the AUD’s recent fall.
REER – rebased on the 20-year average
![](data:image/png;base64,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)
Source: Bloomberg
Figure 2
The Bank of England (BoE) commented in its May quarterly Inflation Report; “sterling …. remains around 15% below its peak in late 2015.” Our chart above shows that this late 2015 peak was close to its long run average; it was the peak before Brexit risk began to tighten its grip on the GBP.
The Brexit referendum on 23 June 2016 pushed the GBP sharply lower, with the low point in October 2016 after the new UK Prime Minister May told us “Brexit means Brexit” and the market began to absorb the enormous risks and difficult task ahead negotiating new trading relations with the EU.
UK rates rising
Rising interest rates have helped support the GBP since last September.
The BoE cut rates from 0.50% (in place since the 2008 financial crisis) to a record low of 0.25% in August 2016. At the same time, it restarted its asset purchase plan for a time to help alleviate the UK economy from the worst of the Brexit uncertainty. The UK economy did better than dire projections and after around a year, the bank decided it was time to lift rates.
Of concern for the BoE was the rise in UK inflation well above its 2% target and diminishing capacity in the economy.
Higher rate talk helped bolster the GBP at a time of rising UK political uncertainty late last year, and helped sustain its gains through to its high in April this year. Some cooling in rate hike expectations in the last month contributed to the GBP’s recent setback.
The RBA also cut rates in 2016 twice from 2.0% to 1.5%. Since then, there has been relatively little change in rate expectations in Australia.
UK rate hike expectations have helped lift GBP since September last year
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)
Source: Bloomberg
Figure 3
In its May quarterly inflation report, the BoE lowered its inflation outlook somewhat, reducing the urgency to hike rates. UK inflation rose to a peak of 3.1%y/y headline and 2.7%y/y core in November last year, but it has eased to 2.5%y/y headline and 2.3%y/y core in March, approaching but still above the BoE’s 2% target. Australian CPI was steady in the first quarter near the lower of its 2 to 3% target range.
The BoE said that, “The current overshoot of inflation almost entirely reflects the pass-through of the boost to import prices from the depreciation of sterling.” They forecast inflation to fall back to target (2%) by mid-2020, largely as a result of the fading effect of the weaker GBP.
Little spare capacity in the UK economy
However, a key difference between the outlook for rates policy in Australia and the UK is that the BoE sees very little spare capacity in its labour market and broader factors of production. The RBA does not see the labour market returning to full employment throughout its two plus year forecast horizon.
The BoE continues to see domestic inflation pressures building. It said, “The Monetary Policy Committee (MPC) continues to judge that very little spare capacity remains in the economy.”
UK unemployment rate at a record low
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)
Source: Bloomberg
Figure 4
UK wages rising
![](data:image/png;base64,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)
Source: Bloomberg
Figure 5
The BoE May inflation report still endorsed the market outlook for higher interest rates over its forecast horizon to 2020, pricing in around one quarter point per year to around 1.25% in 2020 (from 0.50% currently). It’s a gentle hiking projection and does not support the notion that the GBP should rise rapidly, but the record low level of unemployment and upward trend developing in wages suggest that there is a risk that rates could rise somewhat faster and support the GBP.
Key determinants of GBP
1. UK current account deficit a bugbear for GBP
One of the bugbears investors have with the GBP, contributing to its deep slide after the Brexit vote, is a persistent UK current account deficit. It reached a record wide point around the time of Brexit at over 6% of GDP. It has since narrowed to 3.6% of GDP in Q4 last year. But most of this improvement reflects a narrower income deficit.
The Goods and Services Trade Deficit is less alarming at 1.5% of GDP in Q4. It has improved in recent years but only modestly (from 2% around the time of the Brexit vote in 2016).
Australia has also had a long lived current account deficit at 3.1% of GDP in Q4-2017. But it appears set to improve significantly in Q1 this year (by around 1%) following a rebound in the trade balance in Q1. The improvement in Australia’s external balance, driven by the mining investment boom of the last decade, is a plus in the column for AUD over the GBP.
2. UK trade in services
One significant difference between the UK and Australian trading performance is that the UK appears increasingly reliant on trade in services. This is reflected in a wide and widening goods trade deficit (-7%) and a rising services surplus (+5.5%).
Australia has a surplus in goods trade near 1% of GDP and a near balance in services trade.
The strength of the UK’s services trade balance is indicative of the importance of the service sector in the UK economy, in particular financial services. One of the biggest concerns has been the impact of Brexit on the leading role London plays as a hub for global finance, and for institutions using it has a home base for operations in Europe.
By way of comparison, UK services exports are around 14% of UK GDP, rising from around 10% ten years ago. In Australia, services exports, which often discussed as a new growth area (in education and tourism), are only around 5% of GDP.
So what happens to the UK financial services sector after Brexit could be crucial for the UK economy and GBP. The latest economic data on trade in services suggests that there has been little net impact to date.
3. UK access to EU markets
A key question is what happens to financial institutions’ (FIs) so-called ‘passporting rights’ that come with the UK’s current membership to the EU ‘single market’? These allow FIs to sell services across the EU without setting up subsidiaries in the EU (and vice versa). This has been a major fear element weighing on the GBP over the last year.
However, there appears to be more confidence that a deal of some kind will be struck to maintain a high level of access for FIs between the UK and EU. In discussion is an ‘equivalence’ regime that would allow UK FIs to operate in the EU if the UK legislation and supervisory standards were judged to be equivalent to EU law.
At this stage, it is hard to say if financial institutions will move services and income generation out of the UK. In many cases, FIs may only move processing abroad, while retaining front office operations and staff in London.
The issues facing the UK financial service sector are essentially the same across the whole economy. To the extent that the UK forms part of an integrated production chain with Europe and trades in general with the EU, Brexit is generating considerable uncertainty. This has curtailed business investment in the UK although to date, there has been little net impact on trade flows.
A short history of the GBP
The height of Brexit uncertainty was late 2016 and the first half of 2017. Since then, GBP has been clawing back lost ground.
AUD and GBP vs. USD
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlAAAAFvCAYAAACFJvWgAAAgAElEQVR4Aex9B5gcxbFwzdydpFOOp4gC0gmUkMgSKBJFELLfw342YDC2jAkWjwcYIaKxRRDggMgP/QYTHDHPmCSCUAQJkSQ45ZxPJ91JOp10eef/qntqpmd2ZnZmd2Zvd6/7++6mQ3V1d03vTE1VdZWiaZoGMkkKREyBFSs3wBmjBkc8ikTf3Ckg91lz3wHpWb/cZ4nprCgK5Dp7oSYmg4SQFJAUkBSQFJAUkBSQFJAUECmgSAmUSA6ZlxSQFJAUkBSQFJAUSJUCUgKVKgVlf0kBSQFJAUkBSQFJAUmBHKSAVOHl4E3NxCWhzYBMkgJRU0Dus6gpLPEjBeQ+k/sAKSAZKLkPJAUkBSQFJAUkBSQFJAUCUkDaQAUkmASXFJAUkBSQFJAUkBTwpoC0gfKmj2yVFJAUkBSQFJAUkBSQFGiWFJAqvGZ529O/aGkzkH6aN8cR5T5rjnc9/WuW+yz9NM/EESUDlYl3Rc5JUkBSQFJAUkBSQFIgoykgbaAy+vbIyUkKSApICkgKSApkHwWkDVT23TM5Y0kBSQFJAUkBSQFJAUmByCkgVXiRk1gOgBSQNgNyH6SDAnKfpYPKcgy5z+QeQApIBkruA0kBSQFJAUkBSQFJAUmBgBSQNlABCSbBJQUkBSQFJAUkBSQFvCkgbaC86SNbJQUkBSQFJAUkBSQFJAWaJQWkCq9Z3vb0L1raDKSf5s1xRLnPmuNdT/+a5T5LP80zcUTJQGXiXZFzkhSQFJAUkBSQFJAUyGgKSBuojL49cnKSApICkgKSApIC2UcBaQOVffdMzlhSQFJAUkBSQFJAUkBSIHIKSBVe5CSWAyAFpM2A3AfpoIDcZ+mgshxD7jN/ewClUPTnr0d2QeVn13TlbCUFJAUkBSQFJAUkBbKBApqmZcM0k56jtIFKmnSyo6SApICkgKSApICkgBMFpA2UE1VknaSApICkgKSApICkgKRAM6eAtIFq5hsgXcuXNgPponTzHkfus+Z9/9O1ernP0kXpzB4nP9d1lEmRPxYDuOJWUJavBG3SaIAXH0kKjexkpYDca1Z6yFI0FJD7LBq6SqxWCsh9ZqWHUynXaaTEYrHctvJyuquJ6r5aDcp/3GRAadsWGnmZkRSQFJAUkBSQFJAU8KaAqqoQQ2FEDiepwnO6uW8vcKqVdZICkgKSApICkgKSApICjAKSgXLaCPMWO9XKuhQo8PmqjSn0ll0lBfxRQO4zf3SSUKlRQO6z1OiXK70lA+VwJ5U9ZdbaHPdlYV2sLEkKSApICkgKSApICiSigLSBcqCQ0n8iq9XatwWlsgq0L/8F0KWjA6SskhSQFJAUkBSQFJAUsFNA2kDZKdLcyv168xVv393cVi7XKykgKSApICkgKSAp4EGB3FbhXf1LgKtuA0hWBddfZ6C27vIgYQhNOD+c6zV3hIAsM1FIm4HMvC+5Niu5z3LtjmbmeuQ+y8z7ku5Z5XQsPGXx54ye2padAAP7BqctMVBRS6DKysGYa/BZyh6SApICkgKSApICkgJppkDuSqBEqdPylcmRVVfhKXNeBmYXde2dyeFJ1GvDtkQQWd9++sjirF+DXEDmU0Dus8y/R7kwQ7nPcuEupr6G3GWgyspN6iTLQA3oY+IAAGXBcoCGRktdKIWNuc9AhUIniURSQFJAUkBSQFIgQyiQuwzUxu0miZNloMiI3MQE8OZHYimcfDNgoKTNQDhbRWLxpoDcZ970ka3hUEDus3DomO1YcpeB2rDVuDfK/gojHygjuC7QrryMd33mtUAofAGLzJ6vDhJIUkBSQFJAUkBSQFKgKSmQuwxUGFIdRQHtogk8oPCvbmb3Sdm8I9z7deAgwPot4eLMQGzSZiADb0oOTknusxy8qRm4JLnPMvCmNMGUcvcUXlhSnWcfiO62IPP0w/8B5chRc4zaOoCWLcyyzEkKSApICkgKSApICmQcBRwlUAerAW58F+COCMx90kIBPIEnqPDYmOhjKdP8LP38XlA2bgOtuL9JlsoqM59DOWkzkEM3M4OXIvdZBt+cHJqa3Gc5dDNTWEocA4W8x8yPAUr2K7B8t5IC6ibsunsfD8HSuYMxCWXRCsA/OFZt1DlmYjHH6igqlS9LONq//B6044/j+RxloKKgn8QpKSApICkgKSAp0FQUiGOgquoB1hwwGSfRnVJTTTLwuN+u511GnABam0Jr9/JD1rK9tHItq9F6d7e3OJeRQNPu4h7Pg7g4uOF+E1/XTgDt2/JyjjJQ0mbAvN0yFx0F5D6LjrYSs0kBuc9MWoSV2/zE2YDx89Tr37Oh3AxPnK3ytrOfgM2WVq82CyAABIG193UuGwwU8gG3fwjw4zetgPsE8xxrSwaXvt3AJzd8MECPbtaJJmKg3l7A4SePt/YTS2i7ROnIUVA++hSUpV86uzi47h6AH90e5z9KeW8RYeDXHGegrIuVJUkBSQFJAUkBSQGkAGdsitfeAxt/PyaOJO9dXwx///5GiMVisPH7f4digcHyarMjCgJr7+tWNhioo/UAK/YosP+YKX3CTusFf5RuSDKuvkRnoEYMBuhpY6AqEkig5i3my7lkYtyytFOHszrltO8CIGOEXKfosPOpV3hMO4xrh6rAH9wCygdLQVnyBSiDzgX42d2ckbp8ehzuXJdASZuB+Fsua8KngNxn4dNUYoyngNxn8TRxqhkyZAjMnDkTli9fzhggJxiAgfDfn8Qg9txF8c2bn4BZ/3sd3PPfA1nbwP++B67731nwBIqhvNrsmILA2vt6lNWao3Ws+cAxZ6gN2cxAoQSqZ5F1YQkkUMqeMg4/aoi1H5ae/41Rh4wRVB2zMFDK1l0sph2La4eMk82Bp/LhJ4yRUr741sBjZPxKoFINkGwMKDOSApICkgKSApIC0VFg/fr1MHv2bDjrrLOgT58+cMMNN8C8efOgtrbW16Cb3/47LLtuKpis1WAYMmYZrN0A4NVmRx4E1t7Xq6wWDrsAPl2xFsptttUDOmqs34ptx0DktjGf6WWl4jBfc+/usEfNs6x/Z8kmz/kbwCoXzlnWi7ZKYiorhy2frxZrzPwfXmL50kvPMeuEnPb4ncy/VMVZp/D56AzUrvXbPOeHzBlTF2KAZAAGm+n3A+dHNgMWembR/OnWyfln9u+ffhPyfnEKyP0azX6VzzN/+4t+h3gtLS2F559/Hi6++GIoLi6Gf/3rX2Kzz/xAGDwC4NsNVkso3tmrzY4+CKy9r1lWtL7jtbJF/wdfN3SCWUtN9d2PTtLglW8U6NBSg7d+YHbIhhwL/AsA2raFAH95G5SZjxvT1q77L4C7bjDKlkwsBsrxnOFhfS2NvEC4saT95fcA36wH5eHnQDt5KChfr4nrob3xNCj/cVN8/ab5APkCc/fMa6A8+gJoN1wBMOO6OHiqoPG1B28FIO/o1CivkgKSApICkgKSAhlAATQIF1PPnj1h6tSp7G/ixInQsmVLsZnl0ZAcbaFInWcvI9B716swa8hGeBmutsCKbZ/oKj8awAuPHZb6+LmyFVYdPBYngRqhmw4drjWZKj8IMw7GbgPlpcLzcQIPPZMbad8BAPzDdOE40EaPMpowo3XrDDBqCPNmLjZoU86xMk/Y6FeFR4hs6kGqztQrfgnLJCkQNQXkPouawhI/UkDuM3/74IQTToA777wTli1bBjt37oRnnnkGLrzwQkfmyR/GzbDhW4ARg7lNlLWPV5sVEg3X3fHYYd3LzBP50YoqOKCfoifQbq1RhceZJy2oLwNNAwVtdUAB7eVHAZT0MmE0Gpt3j276KvSVlR8Cp/UoP7kTlAWfcaDJ4x1hWOMzvwL4zdOg/PF10PaVg6IzUFr3rgDoz2nJF6CytQPA6FGg4dqf+RVo/3wf1Nsf4fj794nH364Nn+fhI/Ft+tTxQmuDZV+DVt8Qz4gJsJmWdaJ7ps1Rzif7KSD3Wfbfw2xYgdxnie/SmjVWrUwimjHDIQ3PZ3ETouMv+T6M+Z9/wXvPTobJbLgNsGbZGBharMHxxe5tdpbFC48dNvGqTAgmgao5dAzsRuRFbUygwLmycmanoyz9AkAMUxIYUQgd7BIol1N4BvOEkqOLBSmTwxS07l1Yrfrwc6C8s5BD6HUw2PQqbpFI9e9tYNKEvFEZUAKloCuFf2ePq/jTThpkLFVmJAWiooDcZ1FRVuIVKSD3mUiNCPMDb4Z7fvYCzJrDbZ42z5kFL/zsHrgZBVBebbAZ5ozNg7yxc7jfKE/Y5OfPGKjaQ0cNFV6BqsGZvTRoU5A8Utiwzey8d7+Zb4pcuzagjT8dNDIA91LhIfN01slM7eY51W6cgbLAFOl1dMXG0SNNkH4mAwUhMFCIWHn6NRO/zEkKSApICkgKSApkIQXmXZ8HeXl5MPh/lgG8cAnL510/j61k8nMb4Pt/H8zb//592PAcl0Vho1ebnQxBYO193cpMhddQeQzKO3KQ/zdFg35mBBS3ft71m7ab7aX7AU4YYJbTnVMU0P70KMDRalCGXwyQiIF67XeJZ0jSJhGSGCccb9xpACiBHKCHZ0G4LjqBMd+/j9iT5/1IoGyyRmXLTjZMPLLMq/nim00gv9oy777k2ozkPsu1O5qZ65H7LNz7Mvm5Rmh8zg3nQLh5aSPc7Njs1uZU71TniNR3JWOgGg+bEqiutsgnvjEJgEomSaBoXq1bsZxSU8v1q6nYZaG9k5C0c88CaNvaqNFefszIGxlkrCacwZ1vdmpvVBsZPwyUrg7VCluBUl1jdHXNoC3atXeyZu2l2a5gskFSQFJAUkBSQFJAUiAYBYxTeDUNCrRtoUHrVFR3ODa+tP/6tjELZW+ZkU9LxialMcZEBoaYlP0VRnVSGTxdJyRt7oO+DOWRiWHSMCfmjeaGsfDc1kDzdpKACfMxsrV1LIAyC6T8nRsBxBA0BlB6MlL6lB46N/dR5D5r7jsgPeuX+yw9dM70URgDValbkA/o6IsP8F6T7uDRAEIVXjpTDfdwqrUogDs+UtifMXyxbuC9UVAxGo0BMu1SsbB3GadlC2anpdTVA2zlTjIJkp0QxPAvazbxqiKrBIzg4q5CYGJl1VpQrrkjLiZfXB9ZISkgKSApICkQCgXwWzjuPRQKZokkEyjAGKg2tTxicP8UbZ/wRa+ed41lXcrf33OXqFggkyzoLhMYc4AoDh/hiDq0g8/2KOzPwGwwUFuNqqQyThKkpBAJnRAn+ZFavkpoAOZeQfmyBNSb9VAyRVYJmAVYLAgMFFYryIDRyT2k2zV3cKZK7BNRHm0GZJIUiJoCcp9FTWGJHyngd58dq4f495AkYc5QwMJAUfiWZFdncQVw9XdNNBRfzqwJL4cuEzBY7+LPOc7DVeza2L5d3Bia7mLAYqMVB9V0FeT2wB5DL25GNhusuHaqsDFQWG2c3Dt8xIjbp3xvupRMEc3kVVJAUkBSICQKHBRMVRtiISGVaDKGAhYGqp9wUEycoZtJjghjz2vfPc+s+na9mQ87JxqsI25dAtXYLp6BgkH9+OjiKcGw55MKPkMCtdITi0Yn/jyhAEBnoPBUYGwj9xmFJ/dY2lVq9Fa+KDElU0ZtuBlpMxAuPSU2ZwrIfeZMF1kbLgX87rMKIcbs/BQVH+GuQGILgwI6A3WM4RpgU+G1LuDeQI/UeQyFqqBpd4Pyo9sNIG3saQAjhxhlpWSDkQ89Y2eGKrkKr66t6VrdYADJyeX6rVaJSyxDPg2O524PFDQW1+eEatG4FJCBYmFixLh7SBCBgUL8hmQqbjBZISkgKSApICmQDAVECdSr3xpxJJJBJftkIAUYA9W69igM6qRBZ5sLgx66rXQp14o5T//IUVDmf8o8jxOA9spjzBo99uwDvOrb6BioOHWcrsKra2tKoIyvgKIuoA3oAwpKZsgWCGfoIwYerS3SK54U7FXEh9DnJKpFjbH9nsIjFZ5+wk/rrHPIu/cZDJR21VSG1pBMGYOEm/FrMxDuqBJbc6OA3GfN7Y43zXr97jPj3QMAOyolA9U0dyu6URkDNbjFUUAHmnbb6B66EMeTgSord5/d8MG8DSVQhhjIHTyplk2C13NEcKiSoalpYzJQWw/rmJFB+cVVrMAkLgcOgvIfN4H6n7/gAJPH64D+L9qpw/0D+4HU56C8u8gCrU060yyLEigvutoYKBhWzHGUbABl1z6W1/r1MvHKnKSApICkgKRAKBTAR/MfVrBXbCj4JJLMowC/uy7x6gwGih/Sc569jYGyvOh7dwcNg+RWHAY4yBkbZyRJ1uIOtdlAKboE6pjAQG0/JOC/jNtmocRF+dndoHxtBjtMFANPwAK4TmSetOd+LVannNcumchxzFtswaX9UQ9EjLUoSSPHncQkCdDKz+8FdcAkUB+by2oN/1cjTmBl9Yb7AXbu4T369BB6Rpf1azMQ3Qwk5uZAAbnPMv8uH6wGuOk9BWbMz16JjJ995mT6Ig3JM39/Bpkh80TuFvC3Z1u0gVJgbxVudG4PxZCj3dOPZzA1nTaVMyTapZNAe/I+69go0sK4b6jC27YLgFRIVqjkS+WHuDqOMKAPKN2I/GihIIE6JMxfsAVSdDUZdYdRpt2WUeeSsTA0LjBJVetzUHbvEynOUDFP5phD5gkZn3VbuCqug7lWbFY+WGodmlR4wwcDPbKUj5dzmDQxUNYJyZKkgKRAc6QAfvPe+bEC68rpSSS8V3KMIE6aGzQkvxAD4cqUExRgEiilvsFxMa42UGj3tPhz5uUa9usqPLej9RT3bdtuxzFSqtxuw4lSLt2IvKrQNCLfRiq8RIOpGSBu9ZgD82SOIVmQMe2tS45sxuCOqlLycj5CV6mKdEgTA+XXZkCcmsxLCgSlgNxnQSmWXvjyahCYp/SOHeZofvaZyEBdWswZxVekIXmYt6HJcXlyDIYKz25ELqjtlH2cgXI9Wt+vN1ukEgUDZceJ9k+6BKqylRlvbquowkNZmn7arcmpn2ACjifwqA8xPnYGSrg3BMpO4WEBVaptbCcFbNIro4/MSApICkgKhEwB+7OY0Oeit+5SwfTl+0M1KFA12FmpQK2zvIJIIa9ZRAF/DJSwEdjaxJf0vgN8uaJhs0AAbQBnoJgKT6gPIxvHlCHzpNtAHW5pqrWq6khczEfVbrrSGF5zCuxrtDZNhuzIHE/g6VPS+nRnOcXOQNlswhgQSaDQiP6bt0Hr2c1cmP3kALXEYiwQMdqJOUq1CM7n1Y/NgE9UEkxSwJUCcp+5kiYjGrbbtAFoD4WJokZkC3PhZ59x0xe+vm6tAdq35PlKL7dAHET+zxIKeDJQ7VrwVRyrtzIgoEudWGuiALe6BArs6rYQCKShXZWYUIWnS6AOtTRVeCIIy+uG5Cx/9qlxzU1d4cu+yk0CpfvF0lrqNw8XQwwU5lFFeNGExEtcuRaUhZ+B8tGn0RwASDwDCSEpICmQYxTYyuxRzUXds9D6bskV5uKeBQq8sc5cW2G+wEDxcK0mEWQuayngyUC5CScMuyc0WF7xDV+8iwQKyAZq8w6AAwfDJZSuwtvWTfcwfthkoMoFCVTcoIIhuTZiMKCnbm386XFgmVKBJxnjksFAcXcE1G74xTr/bKqyMlCowqSTfiZEXE55Z6FZZ2dUzRbfOT82A76RSUBJARcKyH3mQpgMqd6mm1PcO447Ly7Zr1gE3JVZwlwk2mdLdprM0wuXxJjZKgkksmWNGbJlMnoaJgPl5U/ItgSye7JUuzFQnTuANnIIKEerQbnedkrPgiCJgi7VWtN7KO/MjMi5wVZ5ganC88Rc1BW0lx8D7U+PeoKlu9FwPYADD+gTP7zBQO21qtg2cr9YmgcDhacNmRuGixz8XqFvrMung/LH180x7bZmZovMSQpICjQDCuDrAe2UJryswm0fWpmeIMunAz0ncwsE1nXiK+ZrKBeYC7t7BrIl7qCr8I5kCZMY5L42V1jVeFHrqjjlxvuBGS97hTchuyeRauSXSKzDPNrdzH2Q1SpflthbUyqruv+qnV05g6F8tRqUunrQunWGQ6Dv1kQj+PXqnQhP2O3F/U2MpAY1awA6tAOtaydQqo4BbNXj22G7zkDB6FFcsjbuNABRnYcwqgqoJtSe0T3FE15knq64Fez3Kc7WjOADXP3YDARAJ0ElBRwpIPeZI1lSrqyq53ZKiOiLvQrsTMKtHzJhZI9qj3pBE8wW5sJrny3fbUqfzuqjAUme2umvpMOSgaLbnfVXFehFrRsfK+8tBma8vGqd++LI7kmHiP3zKX603q1H105uLaHUHy7kIUqYvQ5iHD0KjtVbUbsK2NwkZ9bu6S/RfcGRSQ0qzgL1q0bw4VVGCwtTg6Vunblk7WUeVscA8MighFAhBkyE81DhKVf/EpQf/dIqBRP7yrykgKRA1lNgv+0g0Uqr5YCv9R2q4WBtC+KjXhCCXGIuRvfW4OFzzLW2181SnRxs0vrlNbsoYDJQtpAoFhsYdJx5zR3sjy1Pl0BpPboyKUcQB5RRkKdScJqJ+LXRo+CojYGyM1TGPDKUgdIo8DGuB52ROiRcJyZl+cr4VlcDtnhQrRX/NLJLngxIjwMAypIvQFn6BcCeMgPcKZPIZsCpj6yTFAhKAbnPglLMH3wZjzdvAK8sNaUsRmWCzG4e5x166x5mxh2nwem9rI40s4W58LPPZp9rXVv7lrxcWRucdglIK5ubiAL5WnE/7p16wzbQRDHNuwtBm3EdALSA9tWVzHEmzjGGzFRZBZtu7P0XAcjAWezrsRjLGB5wCZuE8Spbmz6fsN/sxlFwlNsoQrfWGuw/psCBYxq0LjCxkldv5hdJwGVCNHFuUF9jAixendMczxzJYT75ErT95aDeYdpxBaGzghJCwR0Cc6NQWQWxWbdC3kU/Bdi6y7o39Jmpgk2b9s16AAqEbMzcmgkyJ2tPWZIU8E8Buc/808ovZBmLRmFCf7EXoKJag06tzDqvXEwDuGleHgPp3U5jz5PfTOQMxcRXeD02og1Uttw/p3k26u8dXIu9vV0LzjhV1vL1e9ErV9ry8sx729CQew6wGAOFNwtVN8pPZxr3Tdm7H5R/zweAi6DHoVKjHo9MKNUki21t1qc7p9s/HWtRCJWFJgN1qHUHeDfWl6kUW+Vp0LMtwP5jAOgBty/X9LGZxl4UYsule+5+xkukwkMcxx8HeIpQ+XYDqBf8BBQ9kLIf9BYYGwMV+38P82adaVNcYiWKIWOUkg2gTR5nQSsWTh0h4xeI9JD5aCgg91k0dMVnqJgO1ypw70IVnposcAwigJ6/Z6EKNQ0AV48w4fp4nO/5y2oVrju5MS6wvQPqJq1y2md3fqwC2T/1bW+VPuFkrRKo+PYmXVBEg+ci0ySSKl+0gTLsZ3QI5ZnXAK65CHqKDJT+MmWSmwBqInHQUPK6yqisQxEcERio9b1OMOyxOhUCdCnEjapAeTVy/1m0aTFgMJ6kQxq7OftUFEBmJ++M/0yeecKb0a2z8y0JcH8ZA+WMRdZKCkgKZCkFfvmRyp6aXVubz843Lm+E/3g9D9AFQaK0VD/Ov6HcPGnXx/zedeyOBurix64jUAZWEvOEU7tyuEkvmio50swWNSXNW17dKaCCbgMkMk/oFwmTsmUnPPznmdDz4F4TA9m69Cwy65oiV7qfjVrWvhscFhmonma8NxQvd9GFZOW2L6immHKgMZE5ev43EHvu1wZD6Ni/a6eUQ9PgaT7fSdNAve4eUNFwXEwlGzwNyb/8drMILfOSApFQQO6z8MiKAujP9yrs1F1JGWeWHj2nEcQTdE6WBU4zqBSiQaAKT0xn9OJhTqhu5b7EjBnBNtXVa5/hes4bYF0jzpNO4+WSoXxT0T9TxlXtslJ0KBkTfCKNXf8pDNxnvvwMQ+MeXZNag/rjGUn1s3dCFSOmsvZFUFtguixgEigdGH/oXfXQbwf0kAF2PLlQ1m4UQtP06wXaZAf/Tl4L9cFAMYapoRGguoZ5J1c++dLAiI4+lYrD0mO5QRGZkRTIfgqIrgp2HeFMTTfdp29nJtkHR3cGKLW6DSVX8TwEI4pdhffouTF49iJTxZfMCb9MojauJ88UuBlTMyRQghsDtJm67UMVZsx3p5eBQGYyjgJxt1kbbkpwaLYnbde9jaNUCkN7oDIsSQmUsvhzQpvaVZdA7W/fzSKhWd/LnH/nVhp00RkotIHK1aRddi5oZ50CaBgf+/gViD3zq2BL9WCgNN0wHBkmZhN30BbMCkeiU4Ie7g6cbAaCTVJCSwokpoDcZ4lp5BfCSRKEMd0wjSri3JETDEqtvnTxFYXSGWIkxHmQk0msQ5xuzJfYpynzyewzWrfoLPSjrQp8WaqwWID7bK4imnJ9cmx/FGAMlHb8cQY0MVDaBWONul6CDZSyaAWvFwPSGpBpzJAEqgMPjPvZwNNhxcDTYF8H08Uts4HSdfflxzJfLJw09fLzIPbq48AM4wPYLdF46HiUEgUyNsoXmobhylOvAlTEe9DTdEefioe7A8Inr5ICkgLZQYGVwtkhnPHQrhq00U8yj+rB1yBKi+6YrwJKnyj9e6P1mTulOAYonXF6RJGTSexbUa1ARQ5+8LbUD6TVxUy6vFZi5jfww+1EPnnNAgpwBkpQAcGIYjZttL2JXT7ZfQlNzECJKjyc5O1XPw63Xf1bizSK2UA1AwmU+03y2dLFtIEyTuDpXcW4ecq2XZA39fp4pIYEand8m17jZTPg2kk2SAoEpIDcZwEJ5gKOEiC7dOnBSSbzM6p7vARqxR6F2UwRytfXmswU1vXvSC3xV2QuzhR8QlHIl3jIzKix7zM/EjMnxnFHpcBAlZv5zFilnEUiCnAGilRAk84E6GVKcMCDSdJ6cMlPogEc2/3sNseOQqWowhOqxSzq6UUVXhjDivhzJu+hwqO4eZ5rpVAzMmaeJ5lko6RAtlCgrhGgokaBAlWD03pqcHpPq8+n4/STdCgtuuUDFdDPU6LUvz4VbaUAACAASURBVIM7EDIXs8+NwaXF3BZq2+HsYibIXoxswxLRwqn91RJpB+VEl0yu458IpAJC/z8imywwSevQPYCYhDax2lce47elmugUXgf304AogUKRc4eWGlQ3KGD3ppvqFHKmvxcDparMVULsN7e4Lpc8pXvFzEvGZsB1QNkgKeBCAbnPXAgTsLqqjnfAk2OPnxeDx84zjbyxBV8TGKoEE0qq1h7g8F7/+wt++NzgCGbbITeIzKi37zOS1pFkLtEs719klc4RPDFiVJbXzKaA813U56wJEqhdnfvAt8cNN1cjtJmVPnO2WHo+e5lg6MzzKFeSH22pHwsxW41c51b8hz5YN/H5rzfyMt440Zh8OjNtWzMDdPLO7jQ0hY1xagNDArXLsVlWSgpICmQXBTB4MKa2evw2p9k/ck4MLh/CGSvyMm6HO7m7Bmg4jhIs0f2BHY7KAzpypmzboeySQJG92ChBgUNrcrou2uG8PmLEnPrIusyjgCcDBYKUaVeX3nDXD2aBdsowQFcHRggXhzWhquz2j6wGhawPweqx9KgY+HqYB1WqbtXaKjEDgB8OM7+U0Igc0+AupujYNSZe4EnkUAf0OfXiI9wI3W1Z6PV87KlGq5ZvuuiHLty4wc1jOXay2wwYiGRGUiBECsh9Fg4xSQLlxUDhSJP6mc9WceTfntcIC3/UCL+/gBuOowRLVG6IsGK+ny6l2upw2Bfh0Egd3y1NbY5h32crdT9ZfiVQ4poxf+uZ/L0lGuXbYWQ58yjgzUAJsc32dukNh9p2gpq/PQmxl2bHMS7i0tDT6hd7uUFhtR7+BvvELpnIwJSycgMcfwh4egP/fCc9btv+TvwoyPH6Vwv2R5EzfvHgX2E+xzi4s/kjz2V3Br7plwwgMlkvP2b01K68zMhbnoxN/WQzZyVzkgKSAklSwC8DNcTFHSCp4oIOTzarVYLjTREHOfbEI//2j3QRLt15tAXDRLZhQccnxktKoIJSrmnhdRbDZRIUKBgAyrv3YUD4w0okii2tMvEdqgEobKuXda/nIDBQtY0AeHoDE757/XylwK59DH6fzkAVd9Zgiy7yRV8beFRWTCd0MUv2mHhmi8wFoYA2aTRoO/YAtOROTLW2rUFB27bKKoAO8cGu7DYDQcaSsJICfikg95lfSnnDEQPTtsD8+HTqoTpoosYe509d54TP1/MfAJbs4B7SnXCko85tnyWa/4S+Gjip74jxIkbMvgZ8N874WGXvylN7avC4izsIez9ZjpYC3mIfYTcc7skZqKO6btxrWqWCQzBkoIzUXf9c2VfOuCX0Sp5/7QwjBIhfAzplN3dQsqcjl0ANMk/hGwEbjTEBoLtgJnUgl/1BiYuOOt+lIzcuJ6edvXXHMLp0MOrhJX5JAUmB6CjgVwKFM0CmQEyzJvpT14l93PKknbALtt+y+Zhy6x9lPQYPnvhKHuDVb3pggvXjnvoJr1qqslzx3UiCBnRSKk1RLORpskLCO4+GxSy8S0d+bvWofjrDa8alVeZniYWBKtKtudGIvLYO0Ct5y08+hxYNHGlC8WVDI6hX3Q7qg8+y4Xe15y9tlEBRau9g9Iibk4wdc9FBG609rVd9Pxhj9tGtJ10YKLvNgNFPZiQFQqSA3GfhENOPETmN5MYUUHuyV2RMkGnAP/uHu+g/KVn8qfTDfUbBg+kaFJ8b4+XENNrfjdIUJSi1o4H3VuEBGIbFbT7gTJF9IztNy6rCw36cwdGKuARK2XcANFT16Gn+rAvg0+LR8H7/h+EyMxILNRtXDCWifPqVUd7ToSfL9xMctIkebQ1AaB4x8cT1Rp7vbD2TrPXpAXinld379Lsd+QzkAJICkgIRUSCIBCqiKRgMCuLff8z7RGBUc4gSLzFe5A6CxiJJE75ryYifTvkRjDRFIUo07TWhBIqm10aX7NAPi+rtVzwl8cZ6E+0hIXAikAQKbaAEBgpxnLVxeZznWztu5ZnXLFWlugqvoxlL2DHOEnYi48TyEFxQWSbRzApMIjnhDIDCVtaV9/FW4bnZDFiRyJKkQGoUkPssNfpRb3rO0wuc6t2uqTiQtOO0MxTYvl8wC7HDN0U5zH2G7iCcEjKNlOiU36BOXBghTVGIMk17NTmdBPMgY8Kj9aZ6zqkLnpIQk1WFp1tzow3UIe6KQIQ1DOg0DdTr7gH1J3cCxMzNpWzZKYLDXp2BEvXHTio87NSFYuLppyUsiGTBNwXc3B1oug2U4qLC8z2ABJQUkBRoUgqgvdFbG/mrwS8DRcGFw5i4E0Ox32a7inH5mjIdFG179Yn0bR/unESmkd6NdFpPmqI05d03x/bNQPmVQJmoec7CQLVrA1qvIlCqa0BZ8rkdlJWZsWDFYVA++hSUhSsAVq51hMPKI4XmaS90W4CxlFq6KCVJArVK99fhilQ2JEcB0QYqFgP16l+CetVtAA2NDJ+0TUmOrLJXMArIfRaMXk7QeDKaEn04U9ntSsGF3dqD1g/vZmVG7FEknrnI/LAOijtVeAxbM/3t+NNUVw63zjnVcZBpxPfhPQvN13TX1hzrgRwMtpwqvZqiv3lnEoxOUbjdbKDwRouRuAnd+1v4SYXbPlRBAwW0C8exJuWv7xCI5cpOF2wzPVor7y6ytGMBHTrWnX0a83lAP3B0XYCxlNwSMVDYTr6p3GBlfRIUIBUeujaYvwyUpV+C8unXgHZrMkkKSApkDwWOCGYXviVQenDhsFb5m4kxEJkolMawj2uHARrdH/sO0KlXYdiaXdWtANWWr/9nI6C3dfw7b0C4DBQyjehTcelOU6tD7zFpipL6fQwDg38GSreBcjuFh0ZtdvWdOMEvSxVA52caOdN0COey5P4JkP/TO0GMqabMWyKiYXl06Lj2t4+yfG89qGUckK2CGECstkjFbHCymCQFOrQDbeSJoByrgbyf32sgUZ56lT35wrQZMJBHmMGHNZ2GiXAYEzWqra+9k/2ZlTIXlALZts+Cri8d8IeTYKDQjxEFHQ5jjhjH9KnJMZh9DheHlR1TgNzckL0Vqcw+2moyGGGM7YUDmTUKW3Nufw1QIoTe1vEvz+fbFGOzeiXUpmBCplE8kIV10hTFi3Lpb/N5ywHaFvDJvb5Ohds+UuHAMYAb3+N5fNn4Cf64oQIARg3xXGXrT1YALPvagFH27AP1mjuMMmZQhLrrCP/R9G7nvRmpI9pJnaC7O5AMFFElxCt6Kn/hQdA6WTlaBaWJW02JYogjRooKv/zoCHWkAxHyYzWgLFrB/qhKXiUFmoICuPcp+ZVA4fPVKegw4Un22k1XWaFBNR3lJzsgUpm9VpI+Bkpk1ia6hLFJtFaKzYpwxAyKfdARKSZkGkWfiljXVQ9PJlV4IsWaLu+bgWrTwmRU0JHX5f/MgzUHFMA8fhlsO2zdxKL4lZa3oVwBUBMPqby9gLqwq7LkC0sZRai7dRv0PqYZlAXGqdBBPziWiIFChvCuBSrMmK8yZs0Jl6xzoEDXTqCdLcTLu2gCA1KWr8y6WHjil5+b6sCBAslXlR9Mvq/saVBA2kAZpEg6U5mEBCrpwRJ0LNKdIJcdBaCj/BSwl1Rm6fQJJTJrbmFsEizJEpuVmEHsgwGXUYpH705kGkWfighDUUByToX33g2Qn5+v/42DOZuIiptgzjiqp6vYTnB0FeDHzQEDDTWHfE3MzegDiiow+xzwy2CbLfjjkxfGK6Y3VFiZLDseKit18QZ6ogJ84XYFdldy6N4BGKiOrTgTeKiGz8NNRYPqyE93KfDZHgWQWZMpAAXOHGkAa2NO5vnPVhl12ZIRv/zoSHekc6+w/YAiHUwilxRwp0BlrfmcbiHEDHfvEV0LvXeqGxSgo/zEdPhVmYU5O2LWHh25AZzC2PgZS4zNSswg9sOAyyjFE5lG8UMOYYgeNY3mPfIzZkbDbJoD46aUwO/WNUBDQwM0vDUcbj3xBnhPmPTP3tLbsL1hCdw8SGgUsu/dcCL843vrGJ513/sHnHiDiEUADCmbr/n8vKYb5zQufhmguBFTgarBmD7IqGhw5bAYvLba5NHWswgupiRLxPX7vy6A8v9bArP+dp9YbeS1zTtY/kDbzrBouwIddWlS73Yxkbcy4J0yHVvyOR6s0QDXTQ7Lqus1aCWc3tuqx9VDHAu3KTC0azwz6IRf1gFoZ44EuuOxM09ieZRAnfL7uxjNs4VGewVv+nurNMOhXVTzVwQJlN/fZFRzyWa8pww/Pqv2WSbSmiRQPxiKz1bn53VTzJuO8vdph89v6wzSPc/TRyS/z0QV3sii+PdXa/1dhExj6VFzoaf1xPeQWfa7ZrTb+uXHKnxdqsLo3jF4KMRQO9a7EF8aNmwYXHbZZTB16lQ4/fTTQXXQQG165x+wbNpdsHigfl8nPwNvTSuAh564FSbfzFesQfw9jxtt0xx46IVpcFf9QLZvB06/C6YVPARP3DrZleGKwxGwgt51Cbs5MVAji/jN/KrUlED95buN8MB4znAM7mLebBzgsPBlYx9wQEcN1vU6waiOjTVVQVip6FKMlf1PZswaSbOSkUDhPMQfoGg0iWNtF4QBi4UTEMbkZMadAscfB3jvYuNOAxjYF7T2bUHBAwMOhwbckTR9yz6BgbKL0SOZnZRARUJWiTQ4BY7U8Q/N9gmMnYNjDqeH6PePMIrPc6rL1CvGZh3TO8aYGQoiLM5VXB89e56/uAEe8zhlLva35z/apjDmCeuX71aBGGQ7XBTl9evXw2OPPQZjx46Ffv36wY033gjvv/8+1NaaeuJNa5eFMvSmd1+HZdOmwmQD2yAYMmYZrI1Qj6d+VbIF8I+SW9nJmHBcX84oHapVAKN345fBtk0mPlFUKeKnvHjt1Q5gX4fu8O3gU+DwyUMh9qdH+UtYB0IpBqavB4wSu8HmjeZ42OA2f2zroHss31x6BOoFodKK1bsNnNPfqoanvjDl1vuOKr7oQwi8xk80v5xoX70Vvvjl9RB7aTZzM1HVi8fI2/QB/5FkC31EFd4Xm8rp9nrur5TuX/khyxhUyBZ6yflyCuTC/dpSyg1M27Xwfp7iitOxXtpbeO1UUG95HrdU+YOc3OtEOR+RScNxkl3/16u3wEOTYvDwpBhgnnA54dtVyYUQPXRbMBF2xscqXP9mLXz5rff7+49fCo69AGD+qj1s7k7jhU0/YyAAKC0thRdeeAEuvfRSOPHEE+HNN99kzZOnTgOY+5Bg9zQP3pwr9gSYO6UACgrwb7wAZ4WJLw2CwcMAVm+IjoNS6uvrrWKi+FmwmtoGgMl/FfRcAPD4uY1w+3yT2bjzrEa48HgTHW64O/RI1V/s5cKuBVc1QP7Ac+NG2fLVfLjmrXzAU3WvTjVvOMFq3TozScYV01+BnV37Gv0Rn9+0bJcCdy3MgzN7xeCus2Mw9R98PY+d2wivr8WAlQqU7I/XLQcZw+9cmgucevfvQP3rO7B92g+g98yfZc2yf/p2HmzRVbn/cUIMpp8ucNwRrEJ9+DlQ5/6DYW7YnLu+s/CZ8Mv5KuBXdrJf1F7kxxcAqvFkSp4C9y5SYelOFR4Y3wjj+5rP8+Qxptbz6n/nwc5K/lz+3okxuPE087d4zb/zAO2S/nhpAwwQYqKmNqJzb7RH+uG/8gHdENw3ZGOk+2zSq+a7dkgXDZ6e3Mh+MzgzsQ3Lb3+/AcjRtThzDFbs9E6beVYjXCC8p8U+YeaR4RFTz549YcqUKUydN2HCBGjZ0ozBtmnOeBhyG0mixsCYMctg2F318KwpTuKo5t0ABVMA3qp/VpA08SaGY+1dUC90mndDATw0ZC0sdjOaEieYRN63Cg+NCVEHy/WwfKT+Ha0/rvP6W8v0kPTzoEx0uoCpgQBgZ5fjklgm79KBjMhrFYszTVThfbZHdWSekh5MdmQU0Ir7s+txVWbw6GwgjSiBwjy+9PEvstRMVHh4YvfLUhXogypsekrmKXWKHtFNLdqb77fUkaaA4crhJsM0oZ+ZR5Td9BBdZUfjP3xTGNKxK5mNoGYl6n2GH/mY8ETeg5NM5slpYj99J489m0QJGcLZ32k/0um4W3cB5IQr7LoTTjgB7rjjDvjkk09g27Zt8PTTT8MFF1xgYZ5wzEE3L4b6+nr+99YwWLZsGky1M08IOPk2+O2YufDmPD8z3QQbVgMMG+xice4HRQIYk81NAEjMEILdMZ8bdnW2xZNN5VQE2lihATqeLqhpAItRt2VqgoI4kUMySz8AoKDD6MagWjjod9ghrhFuYNyAMqVIgUH9GAL1r29D7IGbAfJNiWWKmCPtfkyI+bhqH5dO8gGtD/DQJiEYkYeGMwMRkS+fDJyanJJOAbIJbSe4rmlK4uCH+ftbYpCnANhdB4h+oqKeI3PDAwCD9ZCuUY7H4wH6e9agmQn+HauPOUqicJ74PiOfibv0E+xRzp9wl5SUUNbfddMcGD9lLkx7qz5OwpQIwaCLL4cxt70J856drPfdBGuXjYEh0fFPxoGpRHOztGPYFJQqCbyMpT1RgRkYo0HboDONP8RFfproB5wIj5ONlVcf9G6LCQMxlgpfLJW60aTYVwxoiSJTFGvbOXwRXuadKaAVcwYKW7M1rEuiANrOKw9Wq5QLJxeCdc0q6KgZKNFGJKsIk0GTJUeaboHZ0z1V/DD/3Xn8nWN3HUBH/u3BhqOY43p0BI0MVGfNYrcUxVjJ4ET3O04JTVDwfdZbD3a8Wzgg4wTfdHXz4IYht8GyaW+ZqjtU2d1gips2zfkJ3GZIpzbBnPEFUDBe9/c06Ga4a9pceEh3IrVpzkMwd9pdkZ3AQzr5lkAlIupxASJRo4Exhn35pWA/tQAamJE3ejhHBgpPKiRKQb8E0FXBkK4arD2gwMwFpiTESQJlHxttAqobYtDaqta1g8mynQJF5uea+vRr0Pid83w5U7WjSWdZZJQ7tdLgoO43LNI5VJhG5JGO04TIka5RM1BNuDw2NKl5Hz0n+Q/Mpl4DndLKFBWeFz266io8dDoZZUJXAKIKb08apTh+11VerUDfDlYzGrEvnVhPpwRKHN8zz2yb5gJMe8tiwwSDhsCYuVOgwDAqn+Zo/0S4Jz+7FjaMHwIFtwHAmN/C2sVOekCCTv0amo5K1FP7mZZTQF9SyYmO3LxwBZVAoZTrwYmmgTrhFiVeKOocr58uJD00wR10UPVRm7y6UEBRoGH9B6D17AYsrMvKtS6AmVNtxNxqpQE57Yt0dshZCKfwIh0rYuR4Mgj/nBL+zqJmRqO2TXFal1iHtl34h3E/szXVx7g9UcvQPq+jo0SREOolulEA0BUAvpfwpDl+3Df1PnNaq5sEimDJhCUdEnUa0/d18rPc/kkwAGd9B90Mi8k2il1F4/FBcPPieqhffDOYWjq9DmEt9b5nEgjQ+UkXAMXY47hhud2A3A0FMSHHBBskgqUvHpGh0Tp3oOa4a1AGChGQGk9ERl9cWIeiTvJjJarxsA1VfzIlQYH8PNAmj2cd1fcWJ4EgvV1ISoLMU7IMlPrTuyDvezcDJLJt0jTIm3gVKLVCALL0LjfU0VbsUQH/nD6Qdunhl0IdMCJkyNNipAJiBukQgSid9BqapBVeMLItdQrYjcjx/tC9Sh27ieG1Ev6qvGpE5koWkYHC9c9coLI/c/Y8l6zJjR2PLJsUSJmB+s0ErptOZEBO8X3uW5THHkoPf2qq0Gg65KdJVKlpw4qp2bjSaUA/aj6jk0cGTwX5STd/kB/tSSw/k8hSmHUn8vuozMtuBkr9yZ2gXnsnf1J53At14WegfLUa8q6/3wMKAOrqQdlV6g2TRCs+SG//KOKTgx7zcoo3mY7TP2HZQOFH3Od7OTOItCTJUpmLqghf2khvSpKBIkpEeyUjcrwveJ9Q8kf3KqyR0R0AuVEgQUFY+yyZOdo1I4Sj/BiPS4vOMvFPpugpkDYq/3oCV52hnyX8QnVKxEBZjLqHDzZASztwp4xowJ6KEbuB0EdGdNuA4PjjlCk4BaoGD2CdlD1lwTunuQeeusM0srsG6ClY3APqos9BXfw5QJXLm9Q2V2SiPFN1NHph0V0ASlLwBY8vmHQlRwZK9+WTrjmkMo4oLSOVLuJbjwHRHRI+F8QPsQ2m71UHaFkVFgXQwXPbFhrUNChQUWPaKYWFH/HQaWxkXBIJCsIc1w0XakYwTJo9HajOfRtD+5qbupw2bsBJdWZfPIUOECVQr2hmeJdFQ7kayN4vyjIyalePiN+sUY6Zi7hPOcnUUmf6+ip0o3FknlDsjXsgLpWF9IY8Fg0DRWpInDdKUvAFjy8Yp4SM1d0LuQQFjWXdEqqzkBnzw4g5hW3anQYVXli2KaK0DB38UvIrWfILR3ib4ormFDfOy2OSMz/3tCnmmGhM/H321608vv9GHty/2NRs4EdDmEk06QhrnyU7P3uYNMSDsQLF3z3WBTnclexcmnO/cHdYipQkCRTZQOGP+q3CEw2sC4ZNMvJRZNCeyynhSSyZQqRAIrugEIcKggr3232LzJ+El82AUqafaXYawPY28lT5RSSBsj9IcZr4grFNjc2+thHg011cgoLGsm4JJcfIjIk2g26wZOtI7TEN4OPtJm2pPhOuODdU09y/2JzfbhdpmV/JkhMDmQlrFeeA5hR4IhklZ6KUTYTJhnx//eRZTLPuXfxomP5+Hru32bCOIHMU7X97tOHvJ5RAkfSccAU93EX95NUfBcwnhj/4SKHsDNShWh4f79PBY5i/qDW9h0CbguiYGbTnckrkJd2pTdb5owDaDGinDGPACe2C/KFMGYpFKZ+vMh9fiAwduC7Z6f6T6Fh10Byz7ICZt+eqrEewPFV+ugRKGxauhM7+IMUp4gvGifk5Ysb1BDKWtS9JLF/5Zl5CSZRdhbfWg1wi7lTzydim4NxQTbN4B5euoZTtFd1o2D6fNQcUuPUjc8/Y28WyE7Mqtjd1XgxbRfsl0+fsRDN7RAwRBtdIKjixPtV8Mvss1THF/mj/S7bAL1zCzWNQakrS8zN6xeCUHjEgmy2xL+az8T7b15AJZVM2nQGzIRUeuTFgIn9FgRlXPmLMrk8Af1NGpxQzUgKVIgH17o3PPQD5Z1zOjKsTYtQ0UH8yE5Sqo9D43K8BunRK2CUIAD5AzvuzuP1jYJeaWPBpGjz22gyzykEChSfv0Hhc69vThKMcqvzaOTg3O6Yf7SwsJMhQrvQgtSND2x5yWEtth4UDgGQsS210FR+4eAwa/bhV1sYsuESYQ0wNan7sLMxQ6ROuT5wbGY/TuumKL6Q9RxTYdQQj25OkI/6Da3TvGAsJhcHVUWU653MVMI4oBo+1O4Ek3JlwRYnllMGa4X6BXMpkwtwSzaGf+0HtRF1d21EaifctarcbrhNI0IDScTItEH931G32OfF7E9sK8zWobsDICmg7RtDymiwF3D+3k8WYQj+7BMpJjN67rflQTmEoo2vLvMT4/NhvGQhlxpECzGYgCBNUXcOMtZWv1iQ+yeY4onelk58elHi6pb4HdsCJe9YbzbF98TZQyDxhUnbsZVftjJNAO30Er3NguBisrsLTWtviIrFe4f8TbXsIO8U+o7LT1UnFIxpaYx+RpnZaLt7BmY6nLvQf/NtpHonqkrFNobkhbvuaMJAr+oXDFxIeYU+UHp4UM2xyth9SmFQLJSDr0iSBSzQ/t3ZS+ZLtlqgicuuTKfWkwvOajxOT4QWP0ki8b0QPOkVOfZLZZ9Q37KuXqYF9LDq1GLXjUfu4uVrOLAZKf4eQDZTTw75P+3BvRV8f+CQDFS7NfWE7aLr6TXiSLQFCp1No9GAUux528ziuafDaU1eLoKCVJn4jat06g0ae2N1UfmREXhgeA+X1snD6TVHoDssCbQV6wYrVdlwiTfEgCNKdjM7LjnEGyh7LTMTXVHmaG44vHv8uaq3B05MbDb9wqA45uXtiJope6FuF6DyilKup1uk1Lkks0xnvzWs+Qdq6FFpPyjr1FZl7p/ZEdXSKPBFcU7Wj/e7JPfifmy0vzo38ZqUj9E1T0SKd4zY5A4UBK1E8jqmVfoCirpE/bO1fgwjTq11iiVEiAopfE16u7wkPhm+hOWKd10kl6iOvVgoEthkQGCgrpuAlp1No9KIQsYkqPNF1AQgn7ubrBxk0F4mSiA+6dwUwGCgXo3MyIg9RAkXSos6tNDirT4wFEqV5OYVxoA8WgrFfUZ3x+xXm6SZqj2OghCP+qPpAuuPfNp2RwOPmUauxAu8zWox+FW3AJvTVLPE+8Qj77873wUB15M+obYdJ1QewcIeSFc8NMd6bjTQZWyR1FkoK0dWA+NvtrhtYi8x90IWg1NT+EZ3qPgs6h0TwaL+L8QLxz82WF3FQ7MAyq5lmIvSy3YUCTc5APXFBIxOP4/zsokh6QIsMD7rSTzWJXxN+jnnivFCET7BeJ5VSnVtz6a9ef5/nUpWDwue7J6T/xm2HzBcavSjE3sRI/NdQ7meM2pSN2ykLH510HsurAlNlNNoyKH0iCZSC8GjXde2dgM44jRSBBIqkRehF/cGJMeZd/0lddeYUSFQ0Isd5oe2HmFCd4ZTszJhIU/GFtXw3pzsdNydcePotk9OEfomZJaf5k00OqvAo4Rd/Jj033KSUGyv4nLNJhUc0xggS6GoAbYPIwJqMqMX9SPBuV5E2p/eMQSZKTd3mnqjeVOGZezNRH9nuTgHnJ6M7fOgthaIdr4Ad/dLQph/WzXzSUkBEATRwVvya6BvAAJGOhIpfqYEHb6Yd7DYD6oefeFMiCgZK58nwAUl7S5wEN3wGiDOg3WQyUF/3H8W65O2Pt4EScbF8UWdTArXvAEDFYWbXhc44jVStG5G3SWxE7nTc3sCjZ/A4PkmLxDA0fdpxAHQEiTBiOlJnfZg6ndQj+LP7xIAOe9iZMXr5EixdP9O9ItNpKVSNYYriZJ59n9Ecgl7bt9CSfnGSCm+jTeiYSc8NslGzn2om9wthRXkISvewYuPU/gAAIABJREFU4JGJwj/yl4S0Fxkjr3HQwBpTqzwNHj3X2fg/rH3mNY8o2tIVfDmKuWciTuuTNOIZokrBnlA95pTQLw2lvsLJOzI0p7ZUr/0E3Ilw0deM20mlRP1lewAK2FR47ITbTQ8EQBAP+tQXecwjN8ZhxJOe9gMEdPS+o80cSdm4jSH7w0U3w9GW/CSdWuPilVIctqgrQPcurEZ9ZyHkTbpKbGV5xacE6t5FKlz6tzzjuH0cIr1CPLKNntQp4e+GVBsiDLaT5I1gK4VTefaXzqyJMfjTFH5sGiVQYju9fIlBInyryjiDRozF+L58Xosy7GSeqKZ/+bLGpNWNaJNzYhcNanRThN661Lypnht4j/CDFBlnkvqRU1M3m1K7NoDuZbZdRUka2UEhHdA/lKiyF9dFMU+76IGKxbZsz6cr+HK208nv/E0uxW+PFODEBzqhcZNAUTteRYlR2D/srq25fROKahMltIGQKTkKkM1A7PyzfSGwq/DwhJs6bzFzbWB5a/vCZgKhc729Vbxs9+9FX+XifkNIZQNnoLZ162fVMydwCKoVCUbkiOeoEI06pu83OoWXwIh86U4M0GuVFJmris+d2gNVzmY9/m7o2DPWiqFd7EbkokSKvsaxD9qYYEJmDKVQ6M6AYsOJjBQxSAxY+EcqvIm6amzxTv/rEdB4ZmmfeQK5NKKaHpkofBZQYHMXUM9qpPVDkziTiYA/8nF6zxNhio0YZBY/SJFxJqkfnXAO+1RzilMNvbsoSUOpM+5TpAP6h7pjfh6zS0OGCuMYkm3rgWq+L7t6CIVT2WehLzIAQmlEHoBYPkDTyhKIKoWBHTVm8FcQb5saN+0ODpKrOKAkK5CBwwcnimplip4CMfTp5Ce5qPDURSsAAsbTm/3qDHhm7k1AjjC36rYpIqOED9ZEKrxtRTye37fHDWcryPvJXVYRjH1daECOajyntHItr9WZqvpWNrGXU58EdSilovT4ec5R4ykQKTKSpKojNwZo5I2J6jFPxqb9OmjGaTRkEOjL/gf/l8+Cg+NLGhPiIAaJ15j/SYVHNiX7jobPQJmjJZejZ0GqH2q4t/A0FEr9SHKNMxIZzeRmGLyXaMxOUj/0Z4VJlEBd/56Ph3Hw4Zu0B95HihuHDBRJoXBSmw4q8Lc13NEmemNHv3B4f8r1MJedC00JbpMuIsTBRSPyptiLIS4lI1Dla2mk4sgi3JD8R4onG1rmxz9QhnWNweoD5osAqdRBf7BjPqz5krg+X9WSeqiFNY+M2AVpmMTJwwbE3TtPGlZ4GJF/ux60XkW+Z33WxuUM9qG/3gM3TnsathziXdFBaut8gGMNCtw4z7S5Qxso8WehVHKRVXlbzgzd9YNZ8M/nr4YWJRtA27IT4PjjLHOJnTwUoG1r0DzsmpR3FwGD01V41QWtgFgoT7roI4kwONcZC/Isga7FdnFyD09qhOvfQxswHr4DJUmkwkNpxPoKdJCJ6+cvDzri37XQrEN8yEB9wd1dseDgq/fzDxBU06H6Chm1HZUK7K3iL+oTu8Sgk05XkW2iccQ5ppJ32md+8QWdC0rxHj3HlDThOCKOX48323BPoYqztEqDHm39zigcOPHwBEr9bjhVA1Lh9WqLJ9e4VIYCJeMzWFxHOLNoOizFnXFvqoBheNbb/PG+sNLKNJZXa1CuS6C62Pa8uIJU9pmIJ915fN7hbx5NGPYd1UCU0EUxl1zaR070sXIqThAh1qFKYUzvGIw7LsaYJyfU4gk5ahclBVSX6vWRSY2AfzJlKAUOcT9QsRGD4yaolGyMq/NTMWJnCQPbokug0CaPXmbrys2fgt0GysCtKDCiWwwOte0EZaNOYdXqZ6t4s8BxNf5jDjS++AhX97mIMtT3l/B+ugoPGaggCeOYUappBAvzRPVuVzIop5coqfDogAZFAsD++/XjzvTlSjhJAkVldFeACRkodFWAjNqzk83jfA9ObIw7ZUt9s/WKUjzxPnito7gzZ0hFQ3tUGd0+H2O1Occo9MIXpE2UQJHUjyRQeM/xXlHCuGpOz2Bqz8Yr7VXco79awk8t/WCouWZxTchsYkw5TGjLlmtJlB47uXLJtfVGvR7zrRH1SLqbAnyQPiB8mdmHRWYJxd5ow4F/mG+VD3BGzxj7s8PLcnZQ4OvVW+MnSnZA8S2g6Ebk2rjTjdaGp+5neaVkg1GXTIa+yDsVApCfGBGPm10e7sdB+otw73D9NN69f4CCQedB/rgfMhToPNNPUkgNqTNQR/ODPa2XCocs0GmlmMb28VZHky81chNCKjsKk0QMFeIkh3tkO0Hj0EuJyp/v4XIlOsKP9e1aALMnQpuiKD6CaGzx6rjPBADkc5FhQcYFGZiZC0xGVADznRXvg1cnopd4+nP+NgW+KlVhxV41zgO6F64gbbjedzZZH/MNMYDdup9au1uYH5/UmLZ7FWQdqcCilAXjwokJPczbDztgOzKb5brTV5RAuaVE+8ytXybU0168fwmq36Nl3jNhvVHOwcWJQJRDJsZtF4tjj0dsovLEWCREplJA61kEyt4yUFatAw3VXfakaaCs3cxqtXGnATzzGs/r0ihldXISKBqG1FL4Uu8RIDTQY+c2wgsr+cto59BRYLJ2AIrumVw7cyQN43iNnXcWqB99arbpKryjASVQJgIA8dQc1ieSINBLExkoPJVVH+PMD6rpMFkkUPrLxM5A0UsJGQBMRFM6aYd1+LU7O8N+t+hkFBkWTPO3xZhBMebJNow1RPCPXloiA/XaapN5W7lPhePaW1/yYUyDbNNEXC99ozK1Ne4DMpZHphslmef2d2caRBzZlMd9+Pi5jXDOayYjiRLBcX1j8M91/B6gZmTZbhW2HwYWwxDXl4sSKFwX7UXMo1SusrbREtMy6nu7ceNGOHPM2VBVqdtSRD1ghPgzkoGKcL0SdRNRAG0GKMUmj4W8F9+A/O/dDLGJZ0Lj3AepiV/JOzfalAwbBLGxp/K3sW73pHjZR+mY8Msb7YIw/V6vs19QhUde7+1tbmXyll/W3Wr3RPBeDFTslGEsMLI6iDvjxD6K7geqMs9dAnXHx+aLFl90dqmHyPDQPLyuvXSfUB9vV+E7J/CXNkri6GX67mYVbh/NVRwUM4sc8BFeeim9uEqDV0rM+ZGhOMGl+yruM3Fs/NLGdHYfk0EQGRhRjSX285P3I8WilxbamCHTiiyr6NYAnZ8u283n+OCE8NSdovpuYt8YLNyhwp91xu2q4eY4iZhuP3TIJhj8AJjYV4N/ruOzntCXM1BIrwo6haf7K3Nal9s+c4LNtDraizQvVOdGeVCLxsFrY2MjXHXtz6D7pffBqPP/R2zKyrxkoLLytmX3pLWLJwK8+AZbBLoniLNGEH1AtS6Expdmxy047+f3AuTnQePTv4prw4paH3ZBqMIDMF+oFkSaBnk/mWmpwgKp98jHD9bFRo8CdflKBhtzkEAhkwiVVdD4rMNcdQmUFwOFtjaU8EUnfkljPRmBE0yiK0mgEO7tjRw32iWiyo0SeiPHQx5uKjyCK9JDZWAZDcU7BzPlYv54MCp8KgwMzcXrSjZan+uG7wgrMjBefe1taFaADDqe3MJk96tlh8cyvrBRZYSSurUHlDjV8QLBJ9auI40WFxRO+PzWbdfDyVw6qBEGdcaQMrwnShRzUdrkly74ATCkKw8jlqegio8/B5CBatAfSHY3J35xZzoc7kV8BpAdHNpCDusWzaxbtDAfKnV1dTDnyadh9xEVis/972gGTDNWyUClmeDNdTi0GaCvNm3kiRAbczKoy752JoduQK4NHejcjmdq5i9jbY21dQAtzR8pdThSq8FDf7mbitarpsHjr94BQ/5ZBdseReecDif6Dh8BdckXRj+tM3dZ3yqfP2jRJ1Ns8jiAmjqI/eeFBgMFA/oYfSgTJ2GjBrzq0rZKNSDnIeBwDYIswIhZ0RntB1s5E4Bx32htCItqwS55qJrjPe0SKMKHftQoJWMobp64jWOjCW2gq7jPAnUMAEwmBnZG1ksNiC9sUhkt2qHAGb34gMO7xaBkv8kgY22Y6jySQKFt2qgilDZyKRdKXJqbXzv7CW887EAHiZAhxlQleOXHE2tuKR37zG3sVOtxL6L08ZFlfIHcFtLlQzLFwZBpooSqu988+DCcMHM5KKp1zxNMtl1zYxXZRvXmPl9VhcZXHnOlAqnotE4+4uwccY6KWV12GMatW8r+LANpGrStqYIzN62AVt+sgYEzrVIh8oUEu/dZuw0rZmWUymBCCVfjU/cz9aN20gm8Ev/j0ylIOsotwCuU5Bkouw1UouFximjzISb8GicVHtajYTlKSmoaFCY5aeMSMUA0xE2Xobg472TyeBhATF6MjwiXKJ9IioYqI0wYW5AYG9FmjPCv2hdwD1FH/YrMABrJn/NagWFAjuOIjlUn9ovmhWmbSkYVUXqLTJTT/Xb62TrVZdSCUpiMKH2kwySIDg9W3PYRRmzIM7zWpzCM0dVQ3V1yDxR2H2TUZ3vGg8fO9qXJ+WcSBUj6lHBOmgb51+rBdjsKrrTdOiID1dXm3AUA6rfscexRWFcN3Sr3G20FX6+GU3/eCF/u41/m9EJTdpUaMJjRhnN3CngiFFONeUIfoFeRaafFm/3/122gDqpWGyh8CaLtk5+HeFAVHk7ObjyPX+OiCg+9kX+6i7/I0QO52zzcJFOJCIAvsao6iPP5lqhfonY/+wwPA5D06M4xDXDB8akzE3HxEx0mikwqMuioxvu6lNOWvLOL4GgPhS+yOxfkMZVxUPskdBZJxv2EF23T8B6OPy7GmH/01dXcEjL4T14YjqTTzz7LZPqi9HHOBQ1w8wf5sPqAAjfNy2On3c8fEIOv93G5ytoDMRDj0KayHlN1d3M8mm9/Dkt/9796/Vlw/OxP8JFqpOoPz4Yv//wpwIR3YeyPLzLq4zIWPADtr9gIJ50fLbMmGai4uyArmooCzOZIV9/hHPxIoJQjR52tmLbtdlxG56oKKKoss7Q9dmYlnPNvzoQZDJRdAjWcS6AMGyiRgVIURzstyyAuBQXflGjHFLOKePAlSDY2Ll2NalGF5yckEXbswUP6GTgw05LzkKzuSC2XlGAB1XtuCSVT6GLEHcK5J0lriJFxhoquNuxTZ3bDXKeZI5OK+wvDiOCJL0zo4d2eKmoUQBcH5v0P9tIXT/ohbtE27VceLmTs85DlHKEA2XPic+qPDxuLohiN6BuM/IMR84RAqGoOg4HyVN2VPQHf/K4Ejp+tcaYJmaAZP4fCF5+HTrAJ9jxYDFt6vwunXjELvnR+pPP12PFgeUYxbOqhwaARxpJDz0gVXpIkpaCcSXZvdt38+E1RF38O6jfrTdrodkdmhUNO9xJub1G3O//ajm+osEigWL+9pkTK8GPkIoEiJsMigbIPnkQZpTFisr8EsQ2Nl50SqfAePafBt9sAdJhoTyihuHggHwNxkmsClJy4JeyDLkYyxV2Bn32Ga0GpDtoypWIHJKov/TBQOK6xv3SCiqcWxWDrrwonG91o71Yv7h1UWSVjm+aGW9ZzCvjdZxlBr4rDzJ4Tn69i6thSLMXnl+xMnT1IpLqrXvV3qJxwjylxGvE8DJvwv7Dzw00AMAh63a15S51o2vvWQOWg70MnklwVXQJdoxU+sZFTpxAtoJlc6aGJ9iEyRUyBjvp5e69hXGygWu5yVuGNaVUB3Q9bJVDkwwmHcZJAxc46manpsJ0MrcVTeF7T89smBvDFPuJLkHCQ8TKV6YohQjBhiAa/qbuL/6t2etik335mCqdRciJTPAXQKJySXwaK9hf1E08tirFC6YQUwQW50t55YFwDU1lli21akDVGDXtce/+/pajnkip+xeVj0k0tT+OhVArt6FJJpLrrca6D6g5NIXYLPvFSGWjEd6DHpltg97c6krJ34MCm66BLhNInHEkyUAFvGj00Ubwpk38KJGMz4EeFBy4MVOvduxwnN0otd5BAmQwVSQTIBqr+zWeh8eXHDONwRxsox5GCVYrev7EnvQS9sNDJIfJELp6u8+qHbaIKD6UUlNol+ColuEy9JrPPkl0LGYVjfwrVkgiXXWUnvsRGdg/npU3hYvzOKdGcm2P7lcO81abp3Gcp09+FgfKL91/rk2cTHv/dH6DbJfe5nrrrdOp1AItmCfHh34PyRX5nJsJdBINm/wGO/U6BpdcqsHTG36HrbFQDRpuSp0y088pY7PTQxJM09ALL2Mlm+8QcTuExn0rCupQq51N47fY6q/B61hyE4hrOMMX003MogULbIVSRGRIBsoHq3V0YDSVQvIh+ksJMdhUevQSdxiBVz64jPBTJAd3xXxAGisKsDO0as3gu92MM7TSnqOvwt4Yng0Snon7GpFNFBOvXRozgva7Mj1DPGIzuHfMdlNUugRLxj+puMrJivVsezQjQ0PzuhdZwHCSRRH8/MvmnAJ3OQ9cS4ik1/xgyE1IR7UGTeGlN6BdsX4pUuP3WW2D/O78GzS1s14jn4dQrALbM0Bmfa2fBsUEArXsE178dfPcWgCs2wtjZf4D28ClseeEJ0MMailMKNW/K6UNFm7vIxJM0FTW56+4/7DuYyG9K3rR4n01OEij0qYTfhuofXoK8p16FOAlULAZ5190LBcecGSul/CAU13GbJxZG5pv1kPfkKzB749XsDG/eNXcCFBSAUqU7QOpgVSOSJ/LqEBioPDptiKcG9XAqRHd6CVJZvKKkYsF2Ba55yypeJ+ZOhHXLo+TDyW5JPInn1rcp6vGkIRlVVzc0Gg5N7XOx7zM0xhYNY53WbMfht8z8CAUMVYPhQdCNAq6FXtjkmJOCPPsdH80IVuzh38AVNY1xoUdE6ZZfnM0Zjh9s8JY8EX3s+4zqXa9oyH39/YCRthuf+ZUh0XaFD7FB2S6YM+yvACjq4hs7OmBNRQV88/Sb4G+vvwGl8+dAz/NvcRy38PxPYOz5ehM7STccjguoesOTeqvhXRjLTt39N5z04iXMAH3jh5dEehJPMlCOt9S9UjxJg0FpvQJOumORLRYKlB8E9EgelzpZmRdLezv989qmwsP4eo649M7KgYMApQID9af/4y2Hj4CyYDmon9qce9reQsSkhGFELjrqtKwtQYEzUFYgehlba4OX7AwUHntPZ2KSpo/z2DF8XBMaQGOolNX7TZX5oRqAwrb+ZiWGa/HXI1oo3E7oRgEE//tutm2JZrJQMCOgZ1ESAoZEw8j2MCiwpwzU+dzepxE/zuj5FQbuRDgECZSyaTtoAgOFvzH0pE9XOyr7oQd7e6JyXl4evPLiC3DmWeOh40mXQGF3fprZsR87Sfe/0ONWLbDqLd6WahAU9nYcJdRKqcJLgpy0qcgZXhIoml0XJ5sBjA2HKe8GqzNLgzgOKjxq09rxNyi6MRCT8u5CsRif318BylEu2NWK+5ntu/dB3rN/McsuuXz9F9OomS90F1DXarsa0hXQpYF7lLY2klsAa23wkt0QPV3H3unFL/owwgc7SlkwDMuxBpPeh2rMvH2F9n2WbLgWO95MK6NqEs0IKNGzCOmHKVNVsTTfbL/a95njenT3AeieRfl2gwlSVm7m05ATjciVjdstI+Jz4+Mr611DKXmpnC2IPArFxcVw790zYeeffuKuyoP3YNOMW6Bywrs+3Q6giwMFlj7I1XRutlTJqAI9lhLXZP4C45pkhRsFaFNh5G6ZkqcAxYZTv1ptIGGBgzG+3PjTAQo9vHPTF5zIQMVioL63xMAlZhrbcokVqvCM1JPOvAKg0biyZafR5JaxCaTcwFzr0Ybn1h8+ArGRQ1xh7A34MhRtd9CjNPpeiiKJ3sijwG/HWaiHxjlaz1vsxvPTP4gXkifjOBS/sNMtTbOv1U/Z7+kvVE1SnELES88iop/fU4F+5iRhkqRAbR0w1yyLPwelxGSgFFSjhZWYavA+YLFB6StExB2LgeUjc5OVgRJBnfJ0qMapLUgdqvL6tIsxVV5cP1TbXXsxlDo4yjz4EreNYo40F13MDcRfei8OBcTZUl0McGu0PqBwEvFPp/ipyRobBYiBoq8+W7MsOlDA0Wagi/WMhHb8ccwhpS8rBAcGCtV3iq6es0+h7pThULj4M4ADh8wmwoERWMho3GxNmJvxcZ6jHZFbR3y+UWDgms6dQAgjZ+lSZyPAn6Y0WMKsIBOHvpfICaV4is6CKImCqMILE6/bVNCT+Y5KDFoMgEGFiQFwg8d6VOG5Jcd9BtEHK3abT9B6PP1FMcq8+pJqEj1Hf7hVhbc35cHeKgVO0D2MSwbKi3qpt7ntMwtm4eNOWb3RbNoXogQKfTx9pKsG95QB2A694DNRTMrGbWLRNY8fbHgm1DhU4wrpr8FTlTfieRj74vOOiDr9GP1AOTYxH1F6SEkGYLGlcu4Seq2UQCVBUjqKjAwUvhRRqoAvU5lSo0DjDT/0j4CYH/EhZVPffVo82sCnDi8GrW0bUPTgvawBPfPedT2HsTnONDp6ZFC1FMQWqkZgjA626eyKefr75ncNPshEpkbshFIVZHKChvoQcdjz6CgUpVth47WPQ+VurfnRfZKm+GKgdL9XhCOXrnj6C43K0VO6VyLV5E9GmpsKDdPnb+OPdMlAeVEvTW3is0lgoJT94TFQFvWcIOWiFZJJQ+zSSayKqfCcJFXUAYD99vGwBdrmpSpxF9CCP1We2CPz85KBSuIe4UkaTBi5++fv5TOpAr5MZXKnQCKbAa1HN9CmnOuOwNai6QyUKJ5W5y1lUNdPewbGPbAI7r76EaNX3vG9Qesfb1Wo6V9sThIoTQzIZGAC4/QUVgVRJ5G/Juy3t5UpfRMZPWzbeJDb+CCDhA8yt4cY2i9gbK9UTskIy2JZkm6Fjdc+DpUplh5KoDA5uW/48Ie6fk/v5CWBSrTPdBQZe0HP6Pji8ssUF9nEmBSSQ/qAivYW+9lnihAlgQKks1mFKYESfDwpJYKUC21Lp90NeS++wYaMXfNd0Nq2BuXwEQBhXiKVovggE/Fj3lTlPWFvysqy+ambldNvmkmLL7RN+suuaWaSO6PGLhoPkB9AiuckgdrL/Tut6c3ti/7ynQaAe3Ua9esN0K8XgO0rTevTgwGQ40yRorELx4lFI4+My8/eVWDzQQUqa8G3DyCEpbS9oDOcphdmXDWbqo1rv/aaq2GnAZQDGasESgMn9w3IVKBUbIX+keIE40SKBB/aTl2yrg6fRSgtXH3A+gEnfUBlwK0UJFDibJQQjchFH0+inRWOR6eRY2eOBG3kiVy9t34rwK59ADb3LAgf1kEUca32vKHKG3M2bP7zrfbmrCtLBirrbll2TjiRzYB28YRgCyMGysGRpqaqVqeYGJi4n7MEyrAZcFDhec2Jn3JS9Be+Pw/SlXXm6bH1qlWFh76BxNRVV22JdbmYtzJQ7itEm69lu2Jw96J8OOjTBooM08lQ3R179rTg2n+z1PqhgdKqH7+lgBgOSPzIy57VZc9MEz3P2EpcGCgI0Yhc9PFksbMSSNn42m9ZCT8WlfVbQdldCtqw4I4qBZQpZVGVV3HAjP6QErIm7mz9bGniyWTT8IlsFLJpLU0519jkcYDH+tkXUpCJtGzBoJU6q3oHK3u21Qz9PZ7mi407DaBTe0cVHn6JaQP6GK4NsL+fObXnwwdT4QkSqF0trQxUkc1rtL0chDTZBNtNX3eZ1RuF4xI66ocyRVWoI6BeWaarBe1qLq8+mdh220emp/H7FuXByn3WxzaqcP91eQO0KfDHyGfiGnNyTg4fd7hOJSQVXt4vHgD17QUG6SxqQqPWzBjmCiiBkikUCuRrzUHOHQqprEgeGN8Ai3co8MBS0xt0LKbBnQvymc3KI5PiXVXftTDfcFr20MT4dusIuVUaNbQ/OO21hifvMxea5F604+3USjPGavh/D5n4+4pnNsCAabzhCsi/41EDzs+cyF8Svszt4xuIbBnRf9HBtlYGqmuh9eWHZb94bcNkVbGrbk944BgeyLDSgBZC9eTb6FCtO6y4z/Yf5RI/lOYRDsKZDVd0aYDG4uhJfd/RBkBG0K6qE9fVq61m2M+J9dmw1mybo7jP3OYu2kAhTOzkoaB+vQagrDyU/ajOi3fZYtz3BvNwAdURAwW7SkMZ323dYj2NLdblUt76KZNLK0vDWujIMA31s3fz4YtSlTn+ozrxio4BMdFVbJP58CjgZlQtGpHHzj/bGDA25Rwj7xQ+xmgUMhR3TlTLCc2O2Urh9FhFG9OIHIFJlUUd7WWqz7Vrka6qRGkRxnazJ4r7h/Ud9UDHaETuwmtZupcd4wwUjWFpzILCFUPNlyCeTtxZySfdsaUGp/WIwdm2k3q92zkQMAvWmatTVI7oIlB9gdrokSxnOQkc0eLVtz5mmNE1DCWtt27vubuUquQ1RQpIBioFAuIX4Zjepu3K1sOSnG7kXLnGn/8Rt/5B6lEC5Zg6dWDqPFTrNWA8KkqC8bo23CPUAMEDgCiBEqo9s+KJvWMtW8PyQWeyP+xkZ5jsZU/EWdzYRhfgVjcoMOUfvCAyPCOFALsYRgfVVLWN3HjfadniPkOpFqautpNqTv0yse7c/uazZUOFCqvK+PPl5B54OrMBfj3eKsUOGksvE9ecLXMS95nrnG02ULFhg+NBNQ3yb7gf8n9+r7+vgngMjjV5z/GoCo3XC65h+uiB0ZPweec4iKwE+cZPYROgoeasCdaHWAroZNdUKCCIJNwkUKhbbfjjw2BR69nG9MtAkQRKZIpsqOKK4ik8nMsvf/Qo+0NAOs5Pnexlqs+1q2jsXKOHaxnf12QcRhaZzDDCkpRl1xHTIN+NJuQaIVuZUTx9eP9YbuOH7h1W7uNrFmkirr2XlECJ5Gj6vM0GyvHZcpA7wlQ/Xg6AjjCTSJbTwg2NkH/NHUZUBYt0nVy27JQSqCTI7NhFMlCOZJGVYVMAbQYiTfrX3rEWheAqgfLqzUQ1AAAgAElEQVQxAcevRId+ZI+TrArPjtL+kreX7fC5XBZDrowSJFC4ZrTzwbSnypmBEvcZqfCymZZkJoAqPJJA2WlCe6GPZKCIFJFfxX3mNpjooy529qkADn7lrG4IrH6c3PDa6xueug+0btymMm/On6wB0QXpOrkuUI5aVYt2fE1SnncTtGzZUv+bAE9uFmexGZ6coLdNeBIsTSIYyweBjescuEIyUIFJ5q+DaM/xwJJ8QANyMZ375xZw0/veR7JFeJn3poCydz8DKOtQBJ1tBtnePa2tjl+JVhBWophxX5Wq7OCAIABzgOZVXtIqUmVRZ3uZ6pvDdUhXbuODrh3saikq7/YhgSIVXjZL89BMANXF6PvqoB5EmWhg3wsknbPXy3ITUUD/qKt/8RFoeOkRcPKIK7ohUFeb8fKCzjh2xkmsi2dAdFHcG3SAKOE3PwkTppbA42tqoba2FmrfHA63D70J5uljzrtpKLx++RrWtuby12HoTdQSP6kgsPG9g9dIBio4zeJ6oEGnPWEUeUqLd6qOhuPrylW4f7GVsaI+uXb1ZTOQyqL1GHhl7bsl5Zkbgxi7fSU6TYskUNiGXugt6jmHDshAbz7k/nOzP9vsZQeUOVn10qV1oCrAbHwePach7p1DaqpdR5yXL+6zbFfh4QpxHwzuZKox0Wmm295AtTKG/hEDTztTSdamSgFxn7niIhso8lnnABiGBArRamdyA3WHIZq0asSIEXD33XfDZ599BrFY/HsSJ7f53ddh+bSZMH2gPtXJT8Ob0+bCwyiG2vwkPDx3GszUGwdOnwnT5j5sk1Dp/YLAhkQV9yd6SAM0BzRo0Ilu8MWETJOfZD+W7KePHxh0p4B/zSJpGhgSqPZFSanwGjy+Ep1oSBIoaktkkyOevHRiuAlPc77iiTs36QrRhdRUe3xIoNAwHVO2S/PEuHboPsUtIWOF7lOcXKi49ZH10VGAVHgUdspxpB17jGp7KBajwZ5Bw/Of3W2pJQmUpTIDChs2bIDHH38cxo8fDwMGDIBf/OIX8P777zNpEk1v47rllI27cuZqCkw2WorhxNHLYZ2DtjMIrIEuxYyKnLTITctycvRAv07zr6iD6cU72C1ZvIMzUCJt3e6VCBMW/VEqwv5KtmfE/SWbgbDWh7SkB1PJ8hJQSg8w8u5v3w12bttukDrM8RAp4WtldQZt2ORQO03AXj6x3VH4YY9N8OIldQQCJ7Rz9yJp75+LZSIEnrhbtdb791exh/++iGG104PukahSRZyU7PDZUC44Zjo+3L7Fmz7ZsB6cI6Vsna+v55kugSopPUjLjbvWrN1i1CkHDxvPF6p0os/qT1aBunAFgfDnu+CuYNcVUy1tIr2NBj3jhF+ET7VdHK+0tBReeOEFuOyyy2Do0KHw73//mzVPnjINwCJVmgdvzRV7ivmBUDwcoGSjtyUU7xEEVhzDf16pra015cP++0lIFwqg7dP5f+FuqpGhwoT2TvY0sW8jLNzB38IolscvS9fTY/bOPso05t++U5e1x7gTLTP/uzeCWrIR6v/+BKh/exfy/vk+zL7sdrjl8Qtd1RyJcAZpJxpjnx8Nb4Qfn2T67bHjIVjaE/iCn4FOV4GrqxC+RfH5rBsGQiY4O55cLBNtbjm9AaYUWyW59vUi3c6z/b7sMFjGkCeXv9GCuT349/fivdU79cnUun1HAa540/pMydS5ynlxCqCEiJicupJ3APTICfQbr9v4IQMsOOU7QJIqrIhNPAMaXnjQk4zK0i+h4No7DRjClX/jrwCqa1j//Gl3Az5cULIuJmP8DR842mSJsKnm0ShcTD179oQpU6awvwkTJjCDcWrf/OQEGHo7SaJGw+jRy2H4zFq4deMEGLpuJtQ+bcqg5t3UEh4+cQ0sMnR+HAvD4ROWxk312kx0PKmSyX9/tN+gZFehiUE/Rd80qMZDW6g5F7iL5wmnn6v49V1Vp0CYcdUQ9+0f57NwEqi29OtRHb9k6KvNzxr8wGj9++CnCKAdgWLYQBWlhXmyz8/NJscOR2VUt6CNj0wmBdxOl5kQiZ/5uM/+UjoISnQbRFL5iTiyLY+G5GhQLzxasm0JOTffRM8zYp5YGCmdeXIiAjFPsQlngLpohcF0OcFSnbLZlLCLDoFF33bMaJ06CFc8rafsr4CC834M9R++CKD6MzURUATKDh48GKZOncqkTqeddhqoLuMNnL4IaqfrqPFE3tThMBN5pjhV3WbYWAIwfAoZTHlNJwisFx73tmip5z5us2ghNRotVmSQuhRqzG6KTs6EaQtFQVRx3F98wG2hRKaK5pPMFb0hUywu0a4nGVwp99FDs2AYFrKBQhVeUyQ/NjlNMa9sGBNtwpxO3CU7d4wGQD6lyOg8WVyZ0I+YbbS1lCm7KIB+5xxTuVWt1zDXlDrlXz4d8n88I96xJto+/fQuyJ/1LEPZcM8NVofAjgNZK8lWStmxB5RV66yNEZS+/fZbmDVrFpxxxhmuzJNlWHYiby5Me/NpZvc08OLLYfTct4wTechRrVs+Gk508HccBNYyZgoFyUClQLxUunYuBCa9eXlK+OqFimpzZmhIi4ycyFSZrcFyyIRd+068OtIPlrClTzimGJpF2bKTTQPdGDRFQpucOz7Ohxkfpy7UbW6nqJAxcDpxl8x9tO+zREbpyYwh+0gK2PeZX4rEThnGQPNvfMC1i7pqHaiffAWwdZcVZstOUBd/btRpg4L71hNP66nvLTZwZUZmHtw09HZYPu1NMDR2A6fDTDqRhyf2nnwY5hon9nSfT+QbyhM2mhVKBioauibEag8em7BDAIDy6nhh/349rEUANHGgNe4mPnGw6ajQ+lmDA+OYR1u2ScfQcWMcrVfgy1KVxUKMawxYIU9RBSSYBzhJeD1AZJOkQNoo0PDM/Wws9avVCcdUP1tlgVFXfGMpa8X9LGU/BZJAIaz69gIAmyTMD45IYJgjzakwd9qbFnsnHGvy02vg8teHMpupoa9fDmsM7ip+JkFg43sHr5EMVHCahdJDDJKap3A7/vqQGBRnBir1aSfydeQ1AtoMhJ1ECZSB281JjgEQXgYlRah+GtzZ2/A5vBElpkQUsO8z8lyeqJ9slxQIQgH7PvPdt4s1iLhTv9jJQ1m1YmOYFIGhQmNz0L2PO+FwrTv+OIidfQrHv78CvCRhrjiiaJj8NHei6cgcDYTpi3Qnm4umg2n9pNc71aFDTkt9FJMGGQsvGrImxtpFCHBaqGt9qkMycSgXVHg0E/LKTOVkrpW18ZItP3jQmP6Fzb39gAaD6dTBAl/aQQ+WaamNroCSIlQ/SSlHdDT2wuzHri8XjMi9aCDbspcC7KScMH00CEeHvo2zbmG1FgmUpgGV697/Iz+pl8zHIsYDfWk21C3/Ox/DhyRMmKLM2iiQusGGDaEselOA7FtaC5RvXQBQVQ+ADJTdQaM3NudWJwkUxQVz7uGvlkKRnNIjBhjCJFHCFxwyT2jUC9AGahvqoKWw7kT9E7YrCmCYBDrSu2jo+IRdogDo3TYKrBKnGwXaFGiAKlPcjx1bWaGYbcpKXnd2n1govyfrCLIkKQCeJ4qZOwEfRMJTd2IyTtHpXwZ4Wg5iMci/7l5Qtu8G5cBBHvNuQB+xW3J5H5Kw5BA3r15hvs6aF+WSXK2TfYshgapHCU/qbrmcJVBJTljohvG4MLVv4W+OOA/OPHEkR+ogXAYKqVVsGlIuGDYJClR/cxOWlXJWSqBSJmEgBEhvDK6L8fA6trLeb1Eq9WsPr92BBpTAkgIBKKB++EkAaDACARudBMkSnpQTGa0YhmwR2o0+MtMkFEgsRmiSaeXOoC9cXM/cFYgR5u2ra5XPXwLhqfDiVW1hSqAw5hYlPHVm93eFbVj/X/+ynthLVgVIYzleizpD7JzRUDP2DFjTewi0tQ7p2CXsSslAhU1Rb3xEb6eAwstLuKfyQv035Y1JtkoKJEeBpG2g0Fnm+WdbBmVMkaXGLKjvLjIL+MGoBw22VMpCk1FASqAiIL3oMLOotZbQ2WRhAZ9ElAxUmDZQHQS1iShhEknpVF9pRi8RQVPLo07/+d/AzsMA2jsqtPUpHUttUGtveqFba2UpKgqQynRPVfyHwqE6/khD55MySQo0JQXsjBLNBVV1yrwlUDD916zKiylS5y2hbuzqxWxZAGUhLRSQEqgIyIxhWYZ25VHR/QQyNVR4IRmRi36gaHnbKxW4e2E+iCoOavN7JRuoRCo8tzFQhRdVQo/rmNoWWFU6UY0n4kWJHNm2ifUyHw0FiGF18v7epSc/rBCm9/1oViGxZjMFXP1AxcwTuYZNk8NCtRGDjVovpogiLBjAYdg/Gcj+f3vfAl5VdeX/OzchAQTEN2CVZBIEjUqwlqEqklSG2AIjpcyQ9j+dGqRi8YGdmUIq4BNtpJ1WfNDigHHamTbOUGoHaIWiQa0t0tZECjZIUoIPEJ8YgRCS3PP/1j5nn7PPuec+c+7NfazzfcnZZz/WXvu39z133bXWXpsTfUWANVB9RdCjPZ1p90gcx7IMtkx4JAT0XQA40Rv6y5zY3HEwAApFoGqQPNh3ZJEwdNeL+ejVgYF5Bm8kMJCgclT4bDmqiweKVq5e55yi4/AxDYYJr+/jU2nLtAwU2h8mPHJJIN82eaab5Ene73mRP2YSCz/uUoBqPJCHb3+2F3nKz0BpqibNL1+MQKoRkNG99VFRAvqOOhvByknG+z6KUBQcW4zA3v3GUNj/KdVTGrE/5dUTsR4XJhEBy4Tnf1DyEK6/unGA8FkKpyVyNyCt0UtvBbDj7QDkcTOnFuoYfWr4L6hX33Uuq0vOMn6VpUIDRTu00u164U0nHunGX6bxIwUo4vvZdie2uw98LIajnjWZaeNjftMfgXA+UNJnKVg1OfIgyPXg8fvQ8/iKqE7hvbf+c2RaXNpvCDjfPv3GRm53PNBUUPjlAyXRpCCP9EfbueVF27/paJdYgmKSkHX9JtNBC4CMZk6hFopcAtSdL9jmwebDtgbsinODVt2kOJGbA6MwEHT1hwbKZIFvKUJA3cTw33vyEFRk5iPdxofpLNZApWg2uBuJQP7XlyLvyQ3iMfh5/0Kq6H93hYgPJQ4mlp3xPS0QyNdjVUWkBbvZyYTcMdTZTedHKt8GfRxuXaWt0qrflYf/3mObksh/ZFhh5L7ePw7I0AUqK0MLghh9qi0kURlpqRb8Oh8/urYbUgNVP/0kzhumY3OrIaeT0Obn+Kjfb283BLxLTS0XmRb97kMdeyzpDzt1kBmXLvd0xsJbLHVi4SOb62yZ24V/2lgAOoPwL+8DF51prOXeAUPFsM8aFOz3dZDN+Of62MZfODpkfQW2G3Gd6LiU4KVjQz/8CYKmU7w7eSix+4WSIE21mf7+R8AZw9Us39LZ/i5jDZRvSyVxQn47kXtxopo9qNxrC7i7HTmee12kARh9qq3VknXajgRw6Cjw0QlN+EjJKNAyOKifJjx6j9RuHyC0aaRR++CEwcUp/RDGQI6fdl/S9Q+/KMTi5waIv5u22Bq8yef5dFaP7DCH7+T3JPF8/g37Nfa+GYWfTXg5vDj6eejd//U9IGCvyb6wE7zMONalLzTCtZW0B9x8d7gqnB8FAX9mOUonXBwZAUsD1eMtsERuHVvpuUOc2qaYBKiPvZcHmRxHD3PSk1zsfs9oQyY+6e841Awt8Im5U07W7cudnMb/eMjm75C5pb0/duHJcdw9uRtSiHrlcAD01/aRwSOdl3fXVT5ts5Qd5vi94nxDYH3xzTyh6VvSOABvdBh4swkvxxdHkof/6l8OJLWH3ikTQQJO92PJE24k7cArryV1LNlM3P4GyuZRpvnY/HQiD6fhTUQD1f6xLdDluyJ8nzEIwr/KDe2fTQFKdTIfamqFYvG7ctML9+w+rsYSoPpRA0Vmu1V/ZwtRKu9uAVYt43RiCIw7wxDiaefdu8eBPynHC8USPiSxXrkVI+CBQLgXr0fVWLJ6/mMFuhseSpppTfCQJLNdLOPLljosQKXBTPppwpPHuLg1MWR2u3ykbXZ72yMIoRuKNxQBalqx3ZbqGVv3bR8r2XbXe4bQpTqZS1+rjjg1UPROIlNYbaNtBpP9fGia7OSzJUClwS48VXiU/LkFWJnP98QRCNjyPV7/0Pkqk9rPxKlzS0YgPALkA+W4OrvEo17Yj7/gHAzxQyoQcL51UtEj9xGCQKwmPOn3Ix2nQwgBkH5LqgBD9YTAU9GN9V80Puhkwov0o4nKVA1UVXFs/jtvf2IsKdVHStVARerTPZ43P9GEGcwrqrlbA9UdNL5N+9MHSvLvxp7yWYCS6CTnfs9vQ4Xs5PTEVBkBDwQ+MsJn4LRTPQo5K1sRYAEqDWY21jAGFAmc/H7IaXrp83bYAHUIB0y/JS8tCNUjTRQFxKRwBsd7gOUv5Is/t2BDZTJQJmmuaJfTp82wCGp/4dJq/4V5wND8HpCQQ7umYr1eVcIhyDbEJzmP1/3e+wszHcIYqMKj5JsFKIkE3xmBzEfA7QOlmQKUftqwzB8cjyBmBOx97TE34Yp+I2CZ8EItYo6uVMfvlw/moeNkjxCI1EpSa+SlBaF6pIk6Y5AOMuH95X0Nv387TzR/93gPzjnFpkQ76egacYqOugqDsQeVsAiyJh1hQp4oxacG8b8txnIae3oQpyvn5VGfJUOOo/nIMLz6riZCG8j2ke4yHIJax+08rkGHDlsoc5su1bapSns52LMAlRr0Rwzswpiz+LWWGrS5FwuBI58YyeEsQFmY5ECCNVBpMMmDTb+dzh5NaFdIw+LWCBGbqgDl9Ux5B0y/JS8tiBzq6YOMlBSe6MntQ/KR6WN02kDv3XaS1ncquoWAJUMVUP6KKd3WDjxZb0qp0emrh2NbcjR+LwHKbbpzC4rpoIFyO9iT5m5YDK4Rutz63BObuVRim8v3Kz/Vi5LTgiChnXD+ySzwbsdcXhApGrvbB4o1UCkCPs264Z9qaTAhlgaqx96aTzGTVKGE2HQ7fpNAJQMIymHYAlR4wYc0UHTR2Xjy2vehhsnnySfgiKmBOt2sa5d4p9QDhmUQSbXm+HOMPr2EIrWeTJ/sNeJJyWd5dzuPFw/Xsd90P6A6BYZCTVbvl7vwN/PQ1kVlZmABcPwE0HUSyDel3KiNcrvCPZM5NERur4D0GL32kXkAKPtApceEpIgLFqBSBHSkbqQPlBoniQ7flbvXZFupgaKDUmnrtnyW5XSXfkuqCU0tp7QUiqgPeb0u4hXZmo8PzYCEXsKQbKPe3cKeWkbpD99qB3ABPjQFM3e5+1keDuzOd2ugVF8rd92Me6YdPFKAOoUFqETmj3xT3NqBROhwG0YgEgIh6+yIIUDpp7MTeSTcqKy1tRVX/e0kHDl2NFrVtC9nASoNpmiArQiyuHnnmIYxpzu1SAfN0AMTRwWxqTXPU4CSBEgLEu460+O7mTRQ6iV9oKKZ8GQbGSxTPrvvkfhx16VncnL3uj7sdOa7TXhebTImr8C083UZOyUzhm9mlBHIcQQsE95w4yihjIMjGPQtero69oEDbWfYEydOoLe3Fzf+01dx58AR+OYZo9SqGZn2+OrOyHFkNNNewoWqHaLBkU+Q1DiR4zZdbpNerCBIDZRa333mXfwClEotNB2vVuDoyVAahMHjzbbMT7sDyck9ay4zhozWFWU3QdYM2P+BxLvO/OeAKeYCAiHrLENNePrIs8R0aa+2JGXaSGiSf9TB6kceQaD9bSwaPDIp/aWaqP1tlOqeub+ICLxzzFlMATJJK0OanovMM9ekQOWsGf1J+kBRTYpB1ROECDFwogeQ5kTbiTw6ParhNjfG1ip8LS8THsWFkte3P9uNa4qCeO+4zAHOG+oM9mmXZEZKH1hg7CckHyi+GIFcQEDXMeDry4yRkhaEDs5d90B6j1zXkb/wbvGrtueH9wiepQ9UpoUx6K2ajPwnNyDwzAvonZC8c/doQsl0V3fvCuw49UIEvLQG6T3rntyxAOUJS+oz6cv/TTMIJfXu1kC9YR7sSz4/wwsN/sKZuaJxT7vE5EVnhh3v1kCHsFKcqbteHOA4EiN2E56k6H034qZc4F3okes1NjUulBQCZZBOIvHlMtuHy4Nk+mfJKMYsQCU8VyG+KQlT4oYpQaCzC4EX/pCSrnzr5N0Pkffs7wW5wDVfg178KeD9Dw3yGRbGIPj5q4EnNyDvmRfRu+TGpJjxCBhpuls2aARKByhfQL5NSv8QYhNe/+Ae0qv7y/8d11Er7TJA5jD7kN4QIjFmnK6EJjhrMAXXNMxgpNFSzxMjcrEKUBQsc+LIXkjzYoyshK3mpYFSd/DJUAzU7xXn9oot7NeMzmwNFNgHKux64IIsRUBG8M6g4WmttCHGuLS33kHgxT8isM84XFjPsF14+vhx0EecBe3Qeyj49GxDs/bBEQyovh35UjMoB9uHuzTd3eZluvuHB4ADz9t/S8eE9vSEWf4PoUUix01D0vOiFYZEItmsgUoEtSS0oS//bfuD6OwB/vJBIEQDFS1AZjwsqQetkgYqqBumMXcsKKIZ6y480sg+UBF+S7nwGWiOjUvydfr+TmekcYq8TsFD5SU1UNTvvVeH71fWz4i7pYFiH6hE5yvENyVRQtwuJQho5u61lHTmUyeB1jfCU8q0SOSBAHqvNcx42rHjyNv2O/EnB+jHmzWi6e6SBcD3zgNmTAH+DICeN60FXp8C/K/JxdKfANe8BBTdARG1WTKn3v/3Drs+5WtjgMY7gf/bp9byPc0aKN8hTYxgXgBY+bluPPx3xpfn8R7b34coyoN9IwXIjLVn1fxMApT0X3rdtRPvU0ODkDGqYqXtRz3V10nSU4Unch4fnIWiP/lA0aWxCU9OO9+zHQHpfN1P4xww79sYcH2tsUsnRh40U9skq5MGx7oG2bvOrLw0TwgzXpJ4jGq6Gzca2P9bYLfJwO7ngP0KM6RZuhHAjAjCk1LdSs6pAaDQtQr8TbAA5S+efaamCjeSWFA52NfvuEckQNH5eHS5NVBfKesNiSgueYr3bvhAxdZK9XVyt9j25S4R+dwLJ3fdjHuWGqgTHMYg0bmLZ50l2ge38w8Buf3fP4rxUQr89k8I/O4VaPvfiq2hriPvf37lqEsanEy+yIwXvOrTCH62PGQYhRdMC8mLJyOi6Y4Ird8OFH8FmGNSvfhzQPFLwHr6JTkN+N6VwL991dBOxdoxaZ9uvhJ4bE14jVWstKLUy8Lf8VFGnIHFLR9oIkAmBdB0B8gkc1dfhImzBul477jhA0Wxp+R1+Ygg+sunSPV1kvzQncaf1ZcUoE7yLrysnmcenI2AlwmPjjLKt831duXkpbSdu6D/jXIUQ7iuDr5rlQQvKALOPgPSEdsqyLREIIDuJ74juKbdhdqJLpBg6ce16rvfwxMDRobfdadvBWYUA5ueB75HPb4BzPiqIfj8QwWw/yXgZlkG4PH5wP1RzHKqEObHICLQYA1UBHDSpWj7G8Y0TT7P1ggV5hnCBPlMyYuEqXivMwcj5Jy2u67qRl1lN8is6NcVq28KjSGcAEXjz+rLciJnH6hE5znWdZYofW7nLwJy+79KNbDxOfUxJekBd66KyWk6sPt1i5/ujWuE4EEanN4pE0EhATL96ll9txhT8DJ/Qhos+ta/4d7uwwhG+nL65lcMwWjGTwGcDzyyACKeywXnAcXnAbdOAUZPAYruB25cC4RzJJfgC3r1Sdc+UXc+fkVK7vnuNwK/fdP4NTblfHuXmXTulvGaqM93zZhIclddLHyoPlCyfrKDU0b6LFEoBRnEU/Ij7+r4ZV423dkHKptmk8cSCwLShNe9fCG6H/yWaJL/yI+BD47E0tzXOnnP7wT5RHme5G72pO02tB89N33ZVv0HAuj5jxXoeWS5r/z0J7Hux+4GCVEkGPblWnjrrQgWnYuHjx/yJkMO4rjf0Cr9eQ1QNB/AV4A7zJ14z/7ENt+RtupZOhHMY5eepE5O6ORw/kAULZWs38c7C1B9BDAVzencO7rGnWGrmGR4AVXYkD5M7iNgvHgkR2wKOUA78twC1zlJiO5NvimD8w3+6aDkcFe44KAUQFQdf7j2GZ0vTXjsA5XwNLIPVMLQ9U9D6UR+2qkIzvwcgheWQHvrMAbcfHe/8CNMV++ZMZ08OAjsMb6Y9w8f7lGaRVlnDEd3w0NCMOzLqPLy8vD4f/0EKzrfwb5u84BVlWDJ+eoToO8D/urMiuvp768Cnt2eEu0T8cUCVFyz07+VA7aLkhWfySlAGRUuOM3WVIXjuK6iG9+p6Bb+U9KJXNZVg1PKPD/uUjBzBwlVabuPpyk+NYi/HdWLn88+CXX8apusSUsB6mSKTXgUDZp2I9XEtxspa3DngfQbAtKEJyJ45+dZvjiBV14ztEH9wJnWasR08upa29Mqso+VjPYq5jwPBEpLS1F75zLM6zwQasr79UvANV8FLjEbkuP4NbSjaR/wAIUvUMqEdukNIzQBOYpvfx7Ybpr7qDm1pR17P9jqwUVystiJPDm4Jp2qlwlv34eGPByLBkplUIYxkHl9cUqXNNx38k0Z8Z6O/R8DXgcly/puDRSFdpBjlXWy9m76QOU/8hNof2lDz2N32WaCZA76k2O20yhpBDL4RHn2gUrmQkkCbRlIUwagPMPW7PjlyBwL13QmHAWTpIviPAWe+Lkw5XWvvd/xGZQmxwuvnhALWa5jIkCmvF80PIWH3zyE209RDhGm+E0X/MRwIpdo/ZuMAaU4mIsy08Gc4kUpygTZDHd81RkSwSpIXiJfj+SQkrx+mXIMCNzzYj7uvMrWRqhzJU14H3ZqoPzeIIUhMFbVmNN6I5nxQ3p2a5zUfkIq9yHjHHMX3TtH6d1kmyNVkm4Bisx+YaqqzbIiLX2gaDAU0K6bdiil4GgI+cUhQGx/C5l2nldWTH6ODkJqoIKnDvX0PQr3nvAFLuXF0t0RoDIAACAASURBVDvtKuT/5y8MsvvareNldBLwpHCndCreXkp7pYiTCgJy/gKBANb85Meo+NtJmF5wGsaox7nc/1XhBqU0s5PkFzV6jf0sU2Tqq5gin4x7JDrOmr49sQnPNyj9J/TiW+G38g43j2ORTuTPHQig46SGc4cGcfbg+HgZGL6b+AhFqL2r5Q3EZMIzDwweMkDHZ0b2oiAFvEVgO7VFBc7o69rbh1PSv/aO8cubOtPeOJiSPpPVCa0zvjIEARJAZBiDcBG8kymkmCEJ6PiVXjoTzrwCO3fJJLT2t600KLyCefE6k0jEfidT3pLly71NebGTSauabMJLq+mInRl5nt3mtnwcPKrhfdPR/P9d1BN3XCgy2T3zjyew9IUBSKYwJXf3qfGm1BFTwFDpA/XkjC4rwKdaJ6vT0gfKHCQJUHpZhB0nPoGhvfO+RSnQfhDRPeis6pxgBBJHoLNLRN3Xad2Hi+D98SdJ08IGzB11wYvHQASTvKgUgddaEVCCahZWf1OMLzh6FHrnTjfSdHgwXwkhsPDWW/D0U09h1ZuH8E3VlJcQtf5vxAJU/89BRA6WPu/USsjK0oRHz02HbTXN5xI8UJdiPpFjebKuS8edj30fGma7cE7kFDD0eLcGEVrBONUkWeykJV3xRaJwljINlOn7QV1rB5Rf3AovmZKkdcZXhiBg+T8NczDce9WnkWcGchQ/IpJkxpY76vSyUiAQwMkNj6Kw8quWL5TKVODAQQRW/ofIohAGvM5UdGJP0648MuVNnvRZ/MsHhkN+7K3TryYLUOk3J5j8qV5I893OQ4ZwNHGkrT4mlod7HLlEWik/g1/6DU00E97zbxhjvVoJGOo3D2lNzzwLT/IYrwA14OZ7gM4T6H58RXyRnA8rJrwDmW3Ck9jxPf0RkAcJkwlNvbrXPQB84y7kPbcDydTCamZIgqDU8moaHL5QKlNmOnhZGYIzKj1KOCtWBMiUd+h9+50Ta7t0rMc+UGk4K+Q4rmqYiMX7pzi1Q+5yqjP+7PQ1vpDPgHRWdx+UTLx/e/sAbHjdkOdJgMrJS0YiNwcfIkBRuIH5S8WfFz7iJPWXXkFgU6NXcdg81YmcIi1TH5nquc++KWGnOe0KpAO516YF/dxzBL8hnwE/RtHTiwH/vNjSclkCFODwhZJddd9zG07s3SL+Tv7s++LHCa8ziU5u31mAStP5H1LgvUtNsjs4H8LJWj7T/dI0FqCIPzU8AglM8iI/0T++Y5shsz5gphy46x5iwnvL5UTe2YW8F/8o/lxNHY/5P/qZ4znag+oDRXWpDxwzw9pHa8zljECiCEgTnoeJLmkClK5jYNkXkPfyqzbXo8620uQL5b6CEy91Z/EzIyAQYBNemi6EobZ84ckhCSMPTOnG4WPd+KeNhj0vnTVQbp8BEpiWNBpC1V1XOrVrWR8w03NGAXg4kTuqyi8cR2bog+oEG1oamqMdtp3IZan27ofQh5wiHzPm7l5nGcN4DjKqHflEjNptwqPMpAlQ73pEGVd/2QVsnQKZ6/RTh0D3cBrndZaDC9ZjyPZq8SjkrP5DIJoGSnJGIQsmjeoV0bo/NTSy1kq2SZf7K4fz8Kd38nCkyysqWrpwmUI+3D5QLi2Q9BnxlaOeXmjHQo9YIAGKL0YgmQjIoJTwCGFgCVBuLWwfGQooUcZ7J5Wjd+oVIRR7J18O+jv5039H94/udarOQ2pzhi8IbLkFgwYNsv4qH20zybbh0Uo736hTCas4pHOlfuWjkFRCqvmUwQKUT0D6TUb6C0WjSz+e7ru6GyuuNo5liVa/v8oj+Qwc6eovrtKsX5cPFHE34Eb7gFLpM+In19JfKlj8KdCfdb37gZXMpESkdZZJ48h6XnUd+Y/9tximHtGE9w4QtH07aaOEOPBXickksRpw233G50WpL8vkXR7T0jP3C+j+zwfRTdH+XRdFH3dHIHdVAa8zNyJ9eG57FJWz9uC7uzvR2dmJzt3fBb51MW7ZYtO84WmzjMo7G3FLiV2mprbccjF+/qXdgs7uL/0cF6tE1Io+pVmA8glIv8nQ4bm5cn18gjVQNNduHyjKoxPirStGE55VP4aE9JeirdnihHmzjRbhQNUYyHIVRiAyAhTfyby8nMhx6lCI41WOdUJ7tcWoGQyKCP156kYJ2lhxwx1CqMrb8lvxebHqyw6UuxSgdPchtkodTvqHwPjx47Fs2TK8/PLLCIYTbFtbsGPSl/B5KRSVfB5fmpQAD22Pom7dDag1pauSW2pxw7q6CNqqBPpwNWEBygVIujwOybI4SJF8BtiEZ646xQeqd8pEx1KknXEF//aglUdfGn5c0l+Ktmar27O1DNVARVpnfuDFNPxBwLG7zhXGQPRghhSgtAhmqeu2IAUg/4c/NXaKfnJM7KYjoUpeec+8KJMhdzrnji59TN8OA+Z1FgKtZ8brr7+Of//3f0dFRQVKSkpw6623YuvWrejqUswOVTNxw45v4QdS49T2a/x8xw2YWeVJMmxm269/jh03zITdrBTjJu1ASxLDTQVIFamqI/k5PfAIp4HK9PmRq3/MabZavuXNIzIbY4cey931qAhQ3Y/fZ2FCcy52xlk5EF8aZMo4/rVaB15KFZEMWS+vtePEV/4NZO5wXPl5Ynt22zdvENn5T24AmUt2/eWAg34IPX5/MD7K8Tmxrg9VgHr9Y3vHp9pePV4FR48j79cvWEs20P42tP1vYd/v6WRZ59W7abuVodKjo1iCe/eLsmCpIUA5ygExl5QnLy7v2/ehxJHu77zzDtauXYvrrrsOZWVl+L//+z+zuAqP7v4u9swyfZ0u/jm+tPtRRRAC1smyQZH8n9TeKF2CMWXAnn3J84TSOjs7c8dW5MY3jZ+37g/guy/baqjfVJ9IY26js0YvIvrVRuELaMF9Z0o3pj1l7B6cM7YH6/fmY/74bsy9MEdjQBGE3T0YeLFxXATFnRk41vgtpaa9kFYjN8tyauN1aU2vGb/oARHXRu2D6gd2NKPga0uspide/T9gYKH1nO4Juc7Snc+M5u+DIyi45R7oQ4dAFfTjGVNe/c8xoO5x0eRE408AJZSARScYxMALPy8euzauQcGNy0SUcH3U2dAOvguKz0Tpgq8vs5rIxImmXwKDndGGA09vQ8GS7yJYdC5OPrOuT87hvM4k0uHv5PCtXiNHjsSMGTMwc+ZMXH311SgstN8rW24ZhLpxu9H4+V+j8uJvYcek72J34y2QVj2LDjmbzwKe7nQKWFTe9mglLm6pReejtg7KohvOacoinFiCwxgkhlvSW8XqRJ50Rnzu4Dsex8VIE95w+/Pkc68ZQi4/D71XfyZuZuWxF7E0VH/Fe9XXzzrdmd1xNKMEKCfz/OQ3ArSpQfXLcwYgib03VQPltQtPUAoE0HvFBOT9rgl04LUM+Nrz9X/EgHsexYC7HhZClFev2odHoA8e4Siy/P2+8ZU+CU8OovwQEYELLrgAf//3fy+EpssvvxwBJUyEbEiCzyw8jU4h5NyCxs7P49HKizH/0c+j0S34VH0T3510MTZueRRVtpwkSbnubdi3ByibGSKGueol/sgCVOLYJbVlrGEMksqEj8Qj+Qx8bJrDhw/McWWopqH7P1b4iHooqbytv7UzPU66188+wy6n4KefHIM7z1EhzR4irbM0YzUj2VGFp4QHQDvwfvJLu3m4g4TJV2nkWaJe4JXXxJ1iRgUnlVttSYjyvD48AnxqhHAwp6j6dLyR6u/n2SaOTF5nsYH16qtKwNIwTVpbdrhKDNObKzPqY8nnv4RJ39qILY9Wmea/VrTsmIRxpVGbJlyBncgThi65DYcogTTPHpzdgsURcxfeqYXZPc7krpjYqMtf8VSbfEhCriGD0XvNZ+1s0kDxxQj4iYASY6xrw6ORKZ9jClDP/k7UC148xjOwpZuI9uHHIou0s+Rgnvd4g9GeQnWQvx9faYNA1cwbAMduuS3YuA4oG1MCkMlOCUXQ9uh8fMtyMDdjPsl4TyW3oPaGdagzg0S1PVqHdTfUhg154AcALED5gWISaKhO5JOz4Gw48hkId+37yFiGp+a6CS8cQDHmB88fFbamOEPPtXMvsHNXaH3Sgq2+G+RXRRdpoDLpirTOMmkc2cyrGsxSBswMN159xJmiKPB6u7jrZaXC/NbV8INwTUR+wYI7MUDxjRqw6sciXw3VEZFAlEJeZ1EAiqe46lEYoZ9kwEzh5AThylQ6DpPWzbICbF78rTJP/yfZXdWju/Gln18s6l/88y9ht+IPJev4eWcTnp9o+khLDWOQK4fr5rwJrw/rR9c0nNz6BAaOu9aTinsXH1XyFKBk66HmMS6sgZKI8N0nBGQsJkHu1KERqUoTnqwkD/6lM+so1IfbpKjn50Ezg2zmvfAH2Uzc6WgWNVSHo5Af+hWBklsa0XmLBwsl5BPlVUB1S3BLYyecpV55HnR9ymINlE9A+k2mMA+48lO9mDiyF9lwuG40n4HLR/RiEIvzUZeR1Ay5K3a98N9xO8ZGEqD0YUNEF1pHZmmgoq0zN278HAcCHj5z5F8U7yUFqO6l34i6ZvVzDA2U7EMKUAgEPHcARjr49+TPvu+b+Y7XmZyR3L6zAJWm809HtNx9VTfun9KNXDhc12t3XppOTb+y1b3ugZD+aVs23LvnQmrZGXKnnYw2Lp/tGgCkBuoT9oFy4JKrD7qOgi98XYyeHLl1uT4SiI4vTXh66flR0VQ1UOLQYVe4A3lunSQUnDheJvnOCCQdARagkg4xd0AIsM9A8tZBj9e2bI+zwiQH7l/p7meqZ2ugMkuA4nUmZ9nn+0cfI/DXNwVR4cg92vC30w4cjK8jiihuRgOXwSwjEpCCGgDqF/TLUrnkuXVCkLrq09DHFiulgDgwmA4NNn36HIV9eOB11gfwsqgpG02yaDJ5KLmBAH1ZiIsil5/ocvh10IHAtF2bDgkOzprqCQgJTNprrfa27omXhtYbapjwkGFO5KED4Zy4EaDz5UwHbHGoLm0maLcFJeHI/eY7wO59IAFKn3BRzF3Qzk+t4yj0M0+LTWuqCEyi3zA9WXzKc/MAnKz/DoJXXBamBWczAn1HgAWovmPIFGJAgH0GYgApxiryy8KrOu0yomjLdFbYyb//HMhXxH2RAKUPLBT1qMxbA2U4kdOXHe3go0vEqFK+0Nx00+GZ15kPs3DsuHV0kAyUqb1hC1DkhxTQjHUVOHAQ9qFM0fsOvGzEBRJrLs61ZPk/Rerm9FOt0pg0XFbt+BK8zuLDK1tr5+sJOAFmKxg8rtQiQA7yOw/lCUd5XofhsVexUdNeLXqnVyD4g3qIs8KaWxCccKGjWm/F34qjLHDeSPQ+/RsgP994dr0HLB+XjmPIe+lPgsbJI58AwyPvmnJ0xg8ZiYD23kcW33K9ae12zLDgRaXAsU6jzoG3IOtYjSIkNDN0Ri8J8a41F6GZKKJ+o7URflImIaHlirOPaDxweXwIRJuv+KilX23WQKXfnGQlR3/e+yYuGXueY2wrrj7peOYHHxDIz0OwajIC//kLBLa8IASoggXLLcInf3SPkc7Pw8n6Ois/JGGa8DTFiZyO39DTXIDyWmchY+OMiAhoH9gCFD44ApwxHKoGis6f000fqMCBQxFpuQvz/mDEHvPSerrryufeKykmmS7OvZN5Ye+DB8Iyccep4QpL06OA15kHKDmYxQJUDk46Dzm7Eei99mrk/+cvkLf1JfTULkDe8854OLGMXh9mmPACu/Za1YUARYEM+ep3BApuuRfoPIGTa+7zbWu+Naj3j1jJwq8tBgYORGD36yKv62c/EI7cQelETpqpYNDTVGwRkQlyIDe1WzpFBI/xOrnu/hhrkrOWhpNJPg4pdma4ZrYjEOogke0j5vH1CwJu7VO/MJGpncZphgiOHytGGjj4rmPEvVNiP6hYl07kCoXC2+5DwY3LkUjsH4VMUpO5ss7ytv3OOKJkU2PieH5wBAXVt6OAItQra0x739ZABVrfsIQn6ihYZEa7pzPpRp4F7ehxBF5tAWk5C26Lco6jebyKMA8nUTuUOCCxt8yVdRY7IrlZkwWo3Jx3HnUGICBDCUDxSYmJbcVx3GG+I21FrJepgXJXp+jOqj+Mu5yfU4tA/hrjjLdEeiUtVl5zixDE1DUmTXg91dMdZEUogOHDjDxNQ3DaVSJd+OV/EVpOx0HVjpbGQ8B0RNdHn+tRylmMQOYhwAJU5s1ZRnJMPgN8xYdAsMQINBjYZ5wDFk9rqW1KxHwn+ikssIMlujqOFMHcVTXlj7m2zihkRaJXXtNrVlMZ3JIyNNOEF7ygyCqnxMm19zviMJGpOJ5La39bVA+OHhlPs7Ssm2vrLC0nIQ2YYgEqDSaBWWAEvBDQx4wW2Xkbtoh70BWF2auNzBO+MfIhkbum4cTL/ysCEOrK1nAiVXDXI8JkkwhZbhMfAmQWE1pE8jOiiyKCkxlVuQoozESEwKlK1bDJwnnfRsENSwV9qYHSzzzdqt/rEeuJTMUUqDLWSzqiswYqVsS4XrojwAJUus9QlvDHPgPxT6SMY5O/+XnRuHfalfET6UuLQEBoHU78am0IlYQ1WyGU/M3ItnVGZjHCOvCq4cxPgSjdh+Tm/fZPyFN9oUjI+toSDBp3bVyCrghX8d5HsHygzhwO0mSS8HTy0TtDJ4rWx5N16DVNeaKC4kvlbiCjlmeDAJVt68w9V/wcGwIsQMWGE9diBFKOgG6a8GTHwar4TCbk5OvLdeoQoYkiH5jeKyb4QpKJhEeANEEF877tcOymkBR0hTOfqr5QQsgyA1bGK+gKU57pRK6fcZrY5ScO4T1jeFiGTz68zDr6R/WlcjT44Ajyf2X8ENDPNx3RHRX4gRHIPAQ4jEHmzVlGcsxxU+KftqBpwpMt5e46+RztTk6+FA+qzxdtDSf/F/MizUa6XtmwzmTg0sKqeRbMA578BQKvtcFtTu3cvRmDLp5uHctDDcIJWRaxCAmt7QA0iv1E1sIzwwtNbhLkr0c+VSSABc+2TX9kfiTfJ005EsjayecmkkHP2bDOMgjutGWVNVBpOzXMWM4jcNbpRpRwCYSyu05mRbrH6+QbiRaXpR6BwBvOIJV5O3ch/5kXBSPB80caprP8vBDGYhKgwpjaAvvegHaiy6A5eFAI7XAZ0l+PBDD1EubHAwehmSEMgheVAHInn1qR04xABiLAAlQGTlomssw+AwnMmqaBzrZL9CKNVXDEmYk2z8h2Gb/OPAQb/azT0PO1Lzrmo2vLEyDTWcj1wRHk/a4pJDskQ4nJJHdsUh2HABRHrCbpr0cCGDm1S4d02S/5UXW+1ICuDY85dvLJ8ky7Z/w6yzTA05RfFqDSdGKYLUaAEOidUQk6yqJ36hXxAxIIiGNd4m/ILfoLAfJfcl90blyINtFDuCHBZdCV1dCOdCDawbtqTCbasdn5wn+LbgMt+93dx/Qs/fXy/+dXEE7tdH6iEr8smh9VTJ1wJUYgzRBgASrNJiRb2eG4KQnOLJ1Zt+5+711QMZAM+eKNoU0mV8n0deZlfqNz40TIgImXiqlRNUbqXJHgIq+uxyMHTQ2JyUTm4ksugHbsuCART8gMauD216M8NbaU5Ctb7pm+zrJlHvp7HCxA9fcMcP+MQBIREF+8tBVd3WqexP6YdN8QkALUyXtutQiJg3cpZMCPV6Kz5Rnj/DurNDQhBKwIu+aoRUhMJk1D14/utYjFHTKDBLALS6z2lAi8sFM866ed6sjnB0YgWxDgXXjZMpNpPg72GeinCaIv3niOcImHTfLX8TAlxUPC77oZt86UwJgn19wLchSni4QmMt0COvSi2A/epV158HAsd+NsxWRSQwooQle8ITNoHXT94jHRTd6Pn0bBAz9C/tPPGmPJwgOoM26duRdAip4HDx5s9XT8uKHdtDKyIMECVBZMIg+BEUglAvopgw1Tz8dHgeFDU9l19vV1sht5L/5RjIuCZVIQS4rfRUITmW7juYTZLQbhiWgGDhwUpN1BLYWmsqtLmAzj6VutK/2hyBeLrmj+WGpbTmcXAtkoNKkzxCY8FQ1OJw0B9hlIGrQpJ6yfe47oU3v7cMr7jtZhxq2zo/av8sIvf1MMr7fqqoQ0e/GY3aQJz30uHe3sExrLOENmqPPi9ofKRgEq49aZOkGc9g0BFqB8g5IJMQK5gUA6C1CZNgPSaVvlO27zmdk4nnZWYMtk+CedZQfSJNb0LDThqfPF6dxFgAWo3J37lI6cfQZSCndSO5MCVCANNVAZt84UDRRNGh3OG2/EeTK7keN42HY9vSioqUXB15c5jocRiyQZPmyaJvgR4/lsOfQ4DsFO6sL1kXjGrTMfx86kbATYB8rGglOMACMQAwJSgEpHE14M7KdVFe1Yp8VP189+gOCEC63nWBOeATWVxnTQcN7vm0WO1v4W9OLzlNLkJJO2cSE57DJVRiAhBFgDlRBs3CheBNhnIF7E0rd+kH2g/JscRQMVVoPUx94Kar9nUZBhEqwMTiSEAL/PEoIt6xqxAJV1U8oDYgSSi4DUQOU17gg1CSW366yjLjVQPZ+/GuiD43aswLAAFStSXI8RiI4AC1DRMeIaPiDAPgM+gJgmJKQAJdhRNCh+s1ewYDkGjbsWdI/1yrh1Zkb+xhA7Xk6sY41WTx82xKoSPG+kSIs4Ux8csfI5kRgCGbfOEhsmt4qCQL7ucXhllDZczAgwArmMwLBT7NEfehf6kCL72cdU3vN/ENTonrXvKVMA1QcP8n2MwZLzkdf0msDwxJZ1GHzRF6C99xEK5y8VeXTAb9bi6uM6ZFKJI5Dt64s1UImvDW4ZBwK7Xw89JDWO5lw1nRCgXVafnSA40t55P504Q6atMyuMQTI0UKXn23Oj7LYL/KUN5MfW9Ujsmj2bEKcIgUxbZzxryUGABajk4MpUGYGsRkAfeZYYn/bOe1k9zqQPTmqgThnke1fB0tFhaXbf+k+AcnRL2IpcwAgwAmERYAEqLDRc4CcCF18Q+3lefvbLtJKDgH7OmYJwIFUaqGAQhV9fhsIbI2tNMm2dSSdyOh7H7yuoaqBcxHunV7py+DEeBDJtncUzNq4bOwIcByp2rLgmI8AImAgERxgCVKpMeHnbdyLvt38yevfzEGNdR+H8ZYAGdK2N7+w5XxZDMp3Iw2ig4jkzz5cxMhFGIEsRYA1Ulk5sug2LfQbSbUb6xo+eYgEq//GnbIbf/8hOu1LxrjPt4LvI+90ryHvpFRel1DzaGij/TXj6Waej98rL0HvVpx2D6f27Kx3P/BA/AvGus/h74BaZgABroDJhlphHRiDNELAFqNT4QOW92mIhEGh9A0HXeWtWYSwJ0jqRKVDT0DOnKpYWyasjw0AkwYRH4/PSqvVeOzl542HKjEAOIRAiQD333HO46667sGvXLvT09OQQFDzUXEZgwIABuPLKK3HzzTfjC1/4Qi5DEdPYpQ+UcCL306Tm0TuZC1Vfq0DrAQQ/W+5RE4jJN+Wjjy1zYPDCEk86qcqUu/D0JDiRu8fQM+0qaCe6ELx0rLuIn+NEIKZ1FidNrp55CDgEqM2bN4svkJUrV2LKlCkYNMh/tXLmQcQc5wICx44dw/bt27Fw4ULU19ejspKdbCPO+7Ah0AsLoB0/AdBfnAIAOYTT1fX4fUITFKkvOiw38OOnrSpa6wErnUgicOCg1Sywe5+V7peE1EAlIYyBezwnVxnxn9z5/MwIMAKJIeDwgVq9ejW+853v4Nprr2XhKTE8uVUYBN79oCNMSXpkn3LKKZg+fTrox8Odd96ZHkylMxeaBv30UwWH2kcfx80pOYQLp/CPj3q3VQL89tIxJ8oVaHtDeXImY/FN0d6wBSjyf+rPK5k+UP05rmzvO5Z1lu0Y8PgAhwD10ksvoaKignFhBHIWAdK8kvmarxgQOM0UoD6MX4CS1LWDh2XScSfnbrr0004NMTmRCQ+KgOVoGMNDoN0WoGKonrwqwSCQxF14yWOcKTMCjAAh4BCguru7Qb/E+WIE/Ebg7DOG+U0yKfTIbM2+f7FBq8tAjB/GebaaIvwE3vYWoAJ7DNNasKxUHLLbO/lysZtMH1QIjbRWUvBwsRqLb4qqgXI1D/soYlDRESgK72ErmwXkqC5MlSJUwlIjrTQK7NoLracXQQpKWlCglHAy3RGIZZ2l+xiYv74j4PCB6js5psAIMAK5ggBph+jS4tVASb8fahtWgGoVtIUAJX2lAAysmgftjUPQ3v0Q+pAEfuzpOvJ/9bz3FPX0onDBndAHF+LkI04zrhWDikIoxLgDMO/FPxr4vN4eEiahYNH9yN/6W1FOPl58MQKMQOYh4NBAZR77zHGmIJDuPlCZgmM68Wn5QMUpQGnvfWgNI7wAJTVQY6y6lNDPPkM8qzTUClF9UxTNVfCiUrUp8jY+J2JC5W/7PQrn3eGpbQrsi8GB3YyaLonnPfd7mbTuUniiDA4rYMGSMYmo6yxjRsKM9gUBFqD6gh63ZQRyGAH9jPicyIUZ7OvLoB3+wEItrAD1Wpuo4xZyKDgkXdq7Ng2LWAwJ7X3b3OgOMFl4x/ctCnm/b4LW/rb1LBPC/0o+hLmTac7SWAHIe3ZHmJpGNocViAgPF+YCAltvFe5D5EJEf9c8Znz+jaG34bFrjPxTrnkMakkoNPHUDW0dbw4LUPEixvUTQiBTfKASGlyONrJMeB/YQkkkKOTOO3UXnfCB0nUU3HofCm6+x9D66Drkzj591NkOklKAKlz8XU8NUTTfFM3ktXf8OEjzoKMD5SFvZ+hmAi3CDkDZNO/XL8ikuOeZ/lxWptuPKsCvYQubDElEW2cZMoz0YLPtMVzzxdewctcxUDiZY7tWAosvxa1bDfa23nopNszeJcp2zd6AS2WBB/fx1PVoHncWf3LjhowbMAKMACEgncilsBMrKoHmv1hVtbcOAx8fRf623yH/uR0YOGMBBl63CcwOMwAAIABJREFUUJTrw4aExIiSJjxR4Uj8oTG0D4xjYPQzT0OwzGketJgyEwV3P4LCG5yO41E1ULqOvN+85CZlPRd++V+gtfzVeqbglnwxAtmKwIQJE7B8+XLs3LkTQdp16nW1tWDHpNm4Vsa0LbkWsyeZFdsew4NPzMOSm43CkpuXYN4TD8KhoJI046kr2/TxzgJUHwHk5rEhwD5QseGUUbVMJ3LE6QMVaHrNGqZ2vBMD/vMX1nPgr28isK9dPAdLz7fyZUJqoOhZDYgpy6P5pmjmOXokQJF2q/eKy8SfbH/iZ99H5+bH5aPwiRp8kR2Zno6RiXh9cgyBQ+GPt8lr/gsGzb5FkOi97CJwcMuIaKZtYbR1lraMp5ix119/Hd///vdFYOLS0lLcdttt+M1vfoOuri6bk2kzMW/HYjxkapzQ9gw27JiHmdOAtmc2YMe8mZhm1S7BuEk70OJhx4unrkWuj4kALQR1MdAXnfpllwnPv7h9NIqKinDd2nbBO/HcuGQ0Rl+3Fn/ydTyNWDR6Jh5qsn/59js+v/wXMXb3+OW68JO/9rXXYfrDf/Z1ffzp4ZmCZjL4JZqJjF/yQnf354Of7feFdCLvUXyawuKjmK0CZownOuiWrgE/+pkKuZUOlo4Owf+vJ+1fsdqBgyHl1Fh9n7n5ee91UwCiEAyahj8t+Yb4I01Q79Wfwa6Bp+DP3UBvGO2U1nE0Iv22l/cI/oN/cx6C4/7GGotXwmt8bn752V5vcm4jzS/jlV54qev+8OHDWLduHWbNmoVLLrkEGzduNIun4ZFdK/HaF00/p0s3YPauRxShSaVSgjEXAa/t85Cg1GoiHU/dkMYxZWjHjh3TZU1y3jp06JB8DL23r8V1U+5Dc/WTOPCgPOqiEUtGP4Qxz/8S84tCm6QqhwSmh8Y8j1+aTNDz9S3L8fwv58M/tmIca+MSFNU8hfHLtlv8JIYD9Xc9ntI00Vwfv8w1nhj5QTvWXjcFK17VEEoDIMGoYsWr0OfWK/Pq5pho/BAlv3wQxsz7TdM1Vn0unjwg+yJeEunPbiNHo+vjsTzKWh05cqSwt8s2fA+DwLFODL58NvSBhehsso9a8az9yTEMnjjHUXRi3f0YSCayMNfJby9Azz/PcpSSD9KgGQtEXvc3voLu277qKI/2MOCuhzHgf36Nk8tvRs9XZoSv/sERDL7qy1Z574SLkGdqzo6/9qsQ06KsGHjhDxi44E6h1epauwJSe9VdPR0DGjbLauJ+8o6b0PPV6xx5/MAIZAsC7piSI0aMwIwZMzBz5kxMnjwZhYWF1lC33noKHhy3C89e+wyuuXQxdkxaiV3P3gw8dg0ubVmCY4/YOiirrmnWk0Ta4qgr2/T1npgJr+EhrDW07H3tP2ntKx88gAO+Ck+xs9r4TAPmzp2L5n37Y28UUpO+/K9Hy/Ln0d7eLv6en7kRU5Y02jUbn0FD+UxMjSIhNi6Zgo0zDTpOGtTHaEzZdzu2Lxtv0/VKNf4Q94271hSeAN9ptrehpXw5tsuxLm/B9dethVxmfelvbr2BH+F44ED/Cvpe0GZs3uCBgnU6oDba5RV2QB95NoLFnwrblDQ07kv1gdIOhO6So/pit9+Nyz2dzKUTuX7WaW7SzuczhqNLOTuu66f/DjL70aXtf8tZV3nSDr8vnvSRZwohq2fqZ0Gatu47bhIaLqUqgiWhJkq1nNOMQKYjcMEFF+Bf//VfxTmj+/btw6pVqzB16lSH8ESCzxfxCzxLAlHJzXj22C6sxGLc6O3ohH2vAReNkQ5TkRBqi6NuJDrhyxIQoMpRXt6M+36ofJGHp5+DJY14pqEa135jDMobnkHCKLVvw8bmatyuqPWK5t+O6niF1/a1eKjBpuOkUYT5vzwQQetkTx8JhdXXmlrHBGiSKc19OWgWzccvFYG3aOpMlDdvxDaSoBLoz90XPycBAVMzGgtlr7ADJMR0L5jraK4KVMExoQIUhgyGbh686xVRnEw4YrcfBbFUAnbKqOCWD5SMou7o3fngdjLv/cwlooLX7jzZMnDIFKDOOVNkUUDOrrX3AwPy0bXmXnTfZGu1PMcnCfE9rRFQzYhpzWg/M9fU1IR7770Xn/nMZxAIs9u0rcUd5sMwvRHrJdfOxqQnNkK6RwFtaNkxCeM85Kd46voFSwICFDDz9uUoD/dFTuaroiLrz1KYkPlv9BI0muXkn9Ru5i1ZYvgwST8eMilJGuTXZFxk4rHrjR59XVgtmGwv+qDGLp5CaAs+bNp2n4Z5S9Yffd1DaImGvNCkjEFx0VTMLG9Bm2Sf2rn6GU14hKO3fx+ay8eg2FFejDHlzRCKLdNMqL26AhVFRRhtAe1ogPZtG9FcbWuOAIWGs2r4JxJgWpbjG1J+SgJN787HoaQI/ozBuwPOTRECFDk85DplMHqnS1cACLPaic2Po6fyb9HzuUmAqfFxtNM0dD6zTmR5OZGrdbV3bGduigpOglXAjO2knxFFA0W7DKWTuemrFZx4qdGvR3gDUdDTiwE//KlIiuNZVGbMdLBolJ3rNT67lFOMQE4gMG3mPMCxs24rNj5haplKbsaSeU/gQVMb1fbYg3hi3hIY1jsz5pOMDRWxbnKgTEiAQvF83F7toYUiAeH6FizbbppMti9Dy/WqoNOA65+5VpijbPNaA3DtAcNMtX0ZcN8ULMIq5XmRKShV4sEDZj0yxTw5DvdN8RZAiub/Eu31yi/bygcNeqZ5qH6uDl2fa2p3GrFkyn0Y96SkXY9x95l9tq/FovtgjefAqplRZ4EEFsyciiIUoWRcMzYKFQo1o342Yubzsp/tWF4enlx7WwtIzA5rnaMx1c8VPk1k9rJ90sLTNEqIL6DFIdlFbmOPKVy96DTdcaCi0QwV/NS+o/en1n6qxhDoIwndan1O+4+AlwmPnLiRn2d1JsxqmoaTq+/GycfuCutnhNPNAJ6fHLPayoQan0d7x9AGyTK6ax9/Ih71M4er2d5pTUPXuvsNDRJFDDcFqLw//NnTPJi32f45pJsaKDdh/XxFgIpDg+emw8/9i4C6zvqXkyzofdojMEI/mU7kp3wR+MUxSLenaY/swuwNl4oAm5dumI1dssBj6PHU9Wged1bCZ+FVfmM5yqc8hLXfuN3q1PjSux2/lN/6RSRo3YeHtrVj/lSqVo0nLedz2awa0jKEohKMQznGSKce8SzrmXdT82I8KUKSq1q4R9JOXd9QjuXPGw7K7WsfQgM5xVs/hCtxbfX1guepIO2NOh7iL9LVjm0bmzHudgOAymurcf1D29A+Xzqym9ojUUzmswcjEUuTskb88L5xuP2AnFQ/2IpC0xRclz9vTUqCnRomyvmydeMSjJ6yBCUO53RZyPdkIiBNeN03zEHgldeAoaHn2Mm4UlH5UAUPCowZxhwn/ZHc9IR2aPAgd3bUZ734U6DYVMIM6D4TT9cx4IcNFg19hGHCszLMRHC0IkC5C/mZEchRBEpufhbHbg43+BLc/OwxhBZ75XvlhaPb9/x8XdleTOTcz44uzLpURy+6AYuq70PND59Btdnur/uaUV5a5KBRVFqO5n1/hX6NsdlPtJVEVXoiT6kjkupzI2qLatBQvgzb9+9HUftazKpoFX1RLaM6aZaMNmaGVS7IN9ZiitAoPY0bRlNd44ek9lQNip6STNFdw/ilOv7a6h6Pyo9aX6b/in3NAGk8LHL6XPxV1zEaFajbvgyzKkajyPwCGL+0EU8rPk6SCt1H/804YGMr9usVihZKV8ZpDdo5RpWImBfKUHBBO1pJuVU12sbKs55JiBzVq6tQR3NuZhkQx0fzvQ8/wVmnDzUoeNA0SQsz56yKTZix3TlHfRqDJF5xE5aVV+CZ5+pQEUU2s9aRbMt3TwT0AfnQunugkyN5YYFnHcqUAlTvBcU4+a/zjHrys2q2Cp4+3LEmwxIjbdCEC5HX9BcU3nQnTjz1kKWt2rPvbUw0G2qH3vOkR4f3yvdFpD68yig2Vd4rr0Hb146gYoLTDh5GQHFqD5IGyjU+QW/4MPRc9Wl6xXjy5tUn56UfArTOysacm36MpRlH2f4eTcyEZ05S5U3LUN7QAPt3F9Dc6tx5tl8IIU5PnkTmuH3tKkN4elpqc+KkQgJXTQOq658OCbegz30C+/fvd/xJwcY9noi9Nm4RPDZatBqxrLwBW6Rmv2g+nm5vN/t5AuNWVKBWlrkJF5eivLkVLjTR2lyO0jjgLJo6A+UNWxRfq/1x0GjH2lUtWHaTU9pIBk0xfCEUG8KTKlf2rT83sPzsKwKmQzc8zGlqP9p7ZgTws42z7NQymY7JrGZWPvHwcqENytu9D9qhd0Uu7b4be6d9np2XCY8q9lQlHv1b7pxTj6MhmoHdxuHHgv7kT4Oc3T0vMgs+fh+61tznWcyZjAAjkDkI9EmAQtF8LCL1k3kZAtUq27m7fS1WNZRjhjTJyYoJ3IvIcUe5Gn+0As3KMyXDCzuNqK1YQc5MqHPKAjC+nGucgkxjLWatbUdlVTWgCh8kILn6VB8btzSgfAb5P8mrCFNnlKOBJKjGWhSFlZZkfeVeNBUzyhuwynKiJ+XMKjRULwoRAJVWoUkxRzaduGi0b8MmzAgNk5AATUv7FI5mGOFJDCiB/kQ7F+bta2/HiuZqVLnWQChonBMrArppitOOhvojqTS094zDf9UwBLK8Z/KnQX+Ix6x2xnD0XnKBIBHY0yru+S+9glNfVY6JUZzIZV9078vhvTK0gjsiueTh5I1zDeFINTOqnXM6KxBg7VNWTGOfB5GwD5Ts2RCaNhmPpGGpb0VxZTHuNyvMrd9vfOGru9Fk43julTdh2aoKVBYblOc+UY/qhi0WBRJ2tHnzUNQwF/XtdVa8IqpAQoMIRnl/Jczmoh1pntrrSCtUgtqiIhSbLz0KtrhsexFQVIfty2ahsthQ+ehz5wpzpdWpI9EO4fddZYtPVCwEv01taL+pFOUNNSh+ygiKSWUUn8gt0NkkizD/6Xq0FlWg+H4ZSHMptj8d/7d/Zd12tM0y6OjjnTQaa4swz+RJwzwUPwUYuFSChNRxi9oVgdDmznea+1vxqvYqXlXWDvUmzZwJ9efCnDYOuNeGPSJOJYKAPsTwZdI+OW6ZeL3oSCdy9SgWWS9RbUzwolLgpVdAwkvv310pyVn3gBmTycqQiTDbqWVxpLs8XsZ9Jl7gNUOIi3ZAcSTaXMYIMAKZhYB29OhR6dqCIUOG4ODBg5k1AuY2SQiQz9kWVLmE0UQ7M3yg/ugrzUR5idZu1KhROHr0aLRqXA5gYE0t8l7ehc519yM4qRyFC+4UuJCZSr1OMc+TO7Zns+WvpJYnks7b+lsMvP0B4VNE/ck+JC198CAc/8N60Z9adowiiSd4kS/X4Aoj+nnPNZ9F1yPLBaXBV1ZD+6gDx7c9KcIfJEiem2UIAuwDFX2iSJ7I9vdo30x40THkGhmKAGntWpbd5NDk9XUoyaDZV564fd8QsDVQx4CPjyL/t38Sf+jp9Sbso2lLBrqkPgtvuiukPzqoWA2mGVIhgQxVg5b/7O8tCiQ80aWPPMvK4wQjwAhkNwIsQGX3/CY8uqL5T4fdIZgIUfKB8ptmInxwG38RsH2gjiNw8LBFPH/zdiudrIQIdDnJCKaW/8IfPLtRg2l6Vog3M5oAGK083v64floiwD5QaTktKWeKBaiUQ84dMgJZhIC526xw2UMYNOc2a2ADHv0vDPzSreJcOs/t/FbNPiQ0DSeeeABeUb91U5AJuIJpCmf1PnRJTcl0xxcjwAgwAnE7kf/jlpFxofY/VYfiqs+VsxMBRxyo7BxiTo5KaqDcgw+8fRigP9riP/Mmd7Gvz+RAHvjx0w6avVddhvwX/wR3MM1EHdZV4uT3lG/6dAlTpRJNXa3H6exFgH2gsndu4xkZa6DiQYvrMgKMgAMB6QOlZp6c/w+OIJOBv74pinuu/oxazbd0z7WTLVo9pwxCz5WXIXixEeIgXCwoq0GCCXnoMZkqKf4UX4wAI5B7CPSfANVYi+LiYhFvyYKdYgEV1SpBH6mEdoPNMmNLUbpItKO2RVa+RSFywuwzXNv2tbME7ajxmhQ6IWOIzEHOllpxoHIWgSwd+NDQgJHBSy5A7xemOAbc84Up6PrRPY48vx4orhNF96a/rpf/F13/sQL6CMOZu2D1T1F4q3NHoB/9dt9oHCM14PGnQPGn+MotBNgHKrfmO9xo+02AoqCTc+fOjRD8MhzL5VjaaEQNb98+A5sqipxBMMM1E5HIW+y29eOwokIKa+1YO6sIFa2L0Lh0fDgKRr6Lzv7GpUCkiOKRqXEpI5DRCHhpoPRzz4GqFaIB9n7mkuSNMxAwontT6AQzxpN6mK+6W84vJnqmVwhSgf1v+UWS6TACjECGIdBPAlQjtjRUo0oEOlSPGYkTPRG4sxoNNVIQCt++fdsmNKtRvCvrUF8tI3RT0Mp2tIePamkT3t+K5nIlOreIGG4Xc8obAfKB4isLEfA4FDg46hwR7ZvOyZNX78RLZTKpd/JNoSs40vswX986Z78n36DMREJynWUi78yzfwj0jwDV3oaW8lIUC+GjBW19iVJeWYVqKOfNhcGGzuTz5aL+mlfgR/IMOzqahI8H8QVaJpJ5CKhO5NKMhlOHCE1Q52/qrQHpRak9eFXVQFlMcIIRYAQYAR8R6BcBirRBEGfGFaFkXDM2beuLBFWMUiMUTERYjHPtlHP6QFqwiE3CFFaibvsytNQYvlhFFXT4rfPomDANczqbfaCyc/pVAUockktmNDOEAAWdJIduEqxkXrJRsHxThp5inK+XxA6T5RSfRJaZtE8IWOvMJ3pMJjMR6AcBqh3bNjVjXIlxZhwJNs2btqEvIlRM0FfSuXbA/ZXFhqN40Sq0lMPiIyYaZiU6I44OJib/p3I0Y8Xta5PPfzwMcl1GIFUImHGgPLvTNOHQ7T7WxbOu35nU95r7QMe29H52gt/UBT1yiif6dDxNzxUThLCYlI6YKCPACKQlAraTQsrY2w+ypj01rxhPyT71udhPB+/K57juBr1YmlAk7P3zzZqNtSiqGYdFcZ7NSzv1alCP9vnELR1EPBVrZ1Xg9rVTfY3cHct4MqkOx4HKpNmKnVdVAxV7q+TV9IrPExxxJvKS16XQrnWtlcenJ7Mjpp0uCHits3ThjflIHQKp10A1bkFD+TI07jd20u3f34hl5aYPU1EJxsHlE0X+UhgHU2EVioxJ76Z4BCGxk64B1fXxm95CfanIDBnKFucwAjmBQGGBMJX5EeE7WXjpI5LsUJ4sxpkuI8AIpDUCKRegKHxBufB/krgUYeqMcjRsIa/sSlRVN2OF5aENkLmsubrK+1BbKQgtmh+H9qoRtRVEsx6xbLoDjBAHRbMMM104XyppkpSj4rsTAfaBcuKRNU+mqcyPCN9+YOLlmyJjQvlBn2kwAoSA1zpjZHIPgRSb8NrR1gKMq3Ia64pIhbOpDe2oRGXddiybVYHiYk3Mhj5+GbY/raqXmoUfEynMdX0u6tupVYwXBcCc9xT06vqQkAWNtUWY95TRp4Z5KH4K0Oc+gfa6Yidx4Us1C5WVxZBK+7n17TEKY05S/MQIMALJR4B35CUfY+6BEchFBLSjR4/qcuBDhgzBwYMH5SPfGQHfEMgkH6hRo0bh6NGjvo2dCaUOAS/fFG1fOwZft1AwQU7ffDECfUXAa531lWa2tSd5Qr2y8Z2aYg2UCienGQFGgBFIPgKsgUo+xtwDI+CFQDYKTeo4WYBS0eB00hBgH6ikQcuEFQQ8fVNkTChL16404CQjkAACnussATrcJLMRYAEqs+ePuWcEGIFoCJiO7tGqcTkjwAgwAvEgkK/r8f0sGzmpOh76OLQjoXDfcfXBldMfgUzygSI04/1cpP8M5AaHr7UexEWlo3JjsDzKfkOA11ls0Gf7ezTlYQxig51rMQKMACPACDACjAAjkL4I9JsARRG9i4uNY1XoXlQrT+dtRG2Rcc6cLC8qmoW11lkvXuW1kK0jQk1hDJQ+Z9lErWYUzoDqWOxYJWbCRUPS86LlbprLz+wDlcuzn7qxs/YpdVjnck+8znJ59u2x94sARUJKxaYZSjTyJ1DdsEURgsqxtFFGKt+P9vpxWFGhCknO8u3LWlBjBrq0h+ZKiaCbLTbdxqXAigqHoCSOaWmoxhP794eP61RZh/1WFHXisRFLx4/HjKnO2Fau3vmREWAEGAFGgBFgBLIIgdQLUO1rsaqhHMseUqOHV6KuPcKxKsWlKI8AetH8Rahu3oRtlpbKo/L+VjSXz4Al5xRNxQyVaGMtKsQZwRH48CCLxh9hBRS6XnU4D+QDxRcjkGwEyDeFL0Yg2QjwOks2wplBP/UClFuQiQEnOs4Fy26KPeK4F83KKlQ3r4B1Skz7NmxqrkaVCGPeiNoaOhvvaYgzgr3ae+a1Y+2qBlTHdZSMJyHOZAQYAUaAEWAEGIEMQiDlAlS7OMulJMrZdcZxLdK/qAb1eDqCZNNYW4MGVbvkOQGVqNu+DC01ho9TUcUmzNhuapvEgcTVwCrb9yomnyaHEObZKWeaCLAPFC+FVCDAvimpQJn74HXGa4AQSLkA5YTddgh3Ooq7fJxKV6GoSPWBcglYLXRenmoSdPYinwxN1nbsb1yKcjRjxe3GAcFCqGtuQelD7aZ/0xMY5/KPkjTUuy+aMZUgpxkBRoARYAQYAUYgIxBIuQAlDg5uoYOD6SLfJxJankCk6FJF8x/CsvIGbLG22jkFrPYYhCfhIC41WUXz8XT7dizDCtwud+JVL1LMd5WoqgZa2iI4VQlfrmosiqAZy4gVkCIm2QcqRUDneDfsm5LjCyBFw+d1liKg07yblAtQIIfw5lbsTzEw+1ubXT0WoWScKyuOx/Ztm9BcXdU3v6w4+uOqjAAjwAgwAowAI5A+CKRegCqaj0XVDc6wA+1taImECe10ay5HaXGkSpHLKkml1LDKEU9qSwMwrqQIYhefWmbuFDRCE7Rj7awiFDnCJDTC8GsXHuiRO+ZSgQD7QPFCSAUC7JuSCpS5D15nvAYIgX45C6+yrh31tUWoLL5fzII+frwrTIHh42SU0rEa47Fse7w75FwTXFmH7ctmobKyGJLu3Pp2M94TOZi3YVZFEe7XtKj9ta9dJZzWt3PoJxfI/MgIMAKMACPACOQGAtonn3xiHYY3dOhQHDzIcVRyY+pTO8pMOgtv1KhR+OQTjluV2hXiT2/km8LaAX+wZCrhEeB1Fh4bWULyRLa/R1NvwpPo8p0RYAQYAUaAEWAEGIEMRYAFqAyduExjm32gMm3GMpNf1j5l5rxlGte8zjJtxpLDLwtQycGVqTICjAAjwAgwAoxAFiPAAlQWT246DY3jQKXTbGQvLxyfJ3vnNp1GxussnWaj/3hhAar/sOeeGQFGgBFgBBgBRiBDEXAIUPn5+ejs7MzQoTDb6YxApvhAHT16FAUFBekMJfMWAQH2TYkADhf5hgCvM9+gzGhCDgHq0ksvxQsvvJDRA2LmGYG+ILB9+3ZcccUVfSHBbRkBRoARYARyAAGHAHX33Xdj8eLF2LRpE+iXOF+MgF8IpLsPFGlet2zZgqVLl2LhwoV+DZvppBgB9k1JMeA52h2vsxydeNewHZHIKysr8dhjj2H16tW45ZZbcPLkSVd1fmQEshMBMl+TBnbdunWgzwFfjAAjwAgwAn1D4LLLLsOMGTPE3+WXX45AwKGz6RvxNGjtiESeBvwwC4wAI8AIMAKMACOQ4QhQJHL1OuecczB9+nQhTF199dUoLCxUizMyrb3ctFcc5SKd4qRqkp9HiQllPIyjfXg98HqgDwR/HvjzQOuA3wf8Poj2PnALUOIL1fx37rnn4nvf+54QptT8TEtrHR0d1ll4mcY885s5CPyl7RAuLBmZOQwzpxmJAK+zjJy2jGOa11n0KRs2bJij0ogRI4QGirRQkydPzg4NFAAWoBzTzA+MACPACDACjAAj0FcEOjo6+koirdvnp+MASXJNR75oJpm3xNZzuuKWrnzxWsuudZbO85mun4F05YvnMrHPZja2yi6X+GycIR4TI8AIMAKMACPACKQdAixApd2UMEOMACPACDACjAAjkO4IpKUAla7mO5pM5i2xJV1bW5tYwyS34vlMDOB0xS1d1xmhnK6YMV/xfwbSdZ2l61zGj3BmtEhLASozoGMuGQFGgBFgBBgBRiBXEWABKldnnsfNCDACjAAjwAgwAgkjwAJUwtBxQ0aAEWAEGAFGgBHIVQRYgMrVmedxMwKMACPACDACjEDCCLAAlTB03JARYAQYAUaAEWAEchUBFqBydeZ53IwAI8AIMAKMACOQMAIsQCUMHTdkBBgBRoARYAQYgVxFgAWoXJ15HjcjwAgwAowAI8AIJIwAC1AJQ8cNGQFGgBFgBBgBRiBXEWABKldnnsfNCDACjAAjwAgwAgkjwAJUwtBxQ0aAEWAEGAFGgBHIVQRYgMrVmedxMwKMACPACDACjEDCCLAAlTB03JARYAQYAUaAEWAEchUBFqBydeZ53IwAI8AIMAKMACOQMAIsQCUMHTdkBBgBRoARYAQYgVxFgAWoXJ15HjcjwAgwAowAI8AIJIxAjgtQW7Fo2DAMs/4WYasDyjasnmqWT12NNkcZ0LZ6qtF2kdpKaWPRnYrV7sYuWvyYzQgkY53ZeG1dZKxRxzK0izmVMwgkYZ1tXaS8H+135VR+oSVpVSVhDolT1zzy/PkzfbktQLW1Ys/EOjR1dKCjowNNdXswRxGUti6agA2zm4yy2RswwfqGMoSkCXsXo6luoudM1Kw3aBLdjo5tWFjiWY0zcwGBJK4zEuLn1NdgfUcHVk3LBTB5jGERSMY6m7ZKvP+M9xi9y5pQN3EiZlfxCy3sPPSlIBlz2LYaU+fsQV2T+Z3UVAfUToD1ddYXfnO8bW4LUCULsW3bQshXQUnLdXrjAAAQYUlEQVTVbEzcuQFbSFvUthor62uw2JR8ShYuRk39SlOTVIKF2zrQwd9YOf7xiXH4yVpnWxdhQi1Q17QKLDvFOBfZXC1Z60zFbOvDqMVssPykguJjOhlz2LYXOycqc1ZShdnev/t9HEhukMptAcpzjstQWgK0bdmAnTXTlS+mEoyduBN72RTniRpnxotAX9fZViyaU4+a9azdjBf53Krf13WmotWG1SvrUbPY/tGplnI6WQj0cQ6nTUfNzlo8LD1N2rZgw84aTOdfXX2eMBagFAhDhSalECUoLQP2tMYmQdXPkf4C7P+koshpL+FcRSXGdbZ1M+on1gAr5TobBvZrUHHktJ/vM4Emf/GmfFH5M4fTsKqpDnvkd9KEDZjNWmtf5pIFKAlj22osIHPIbX0Vy03znulX1bG+DLUT3M7pslO+5xwCPq2zttY9wM49GLtG+tqtRxn7NeTccgo7YJ/WmUp/68PiBalo5dVSTvuOgI9zaMxdEzqa6jARO1G7IHRTlO/85wBBFqBoksnJTkjlkcwhbaDvrDKy78VzTbsNdRPrsVmqT+Npy3WzCwG/11nNYmVzwjRMr4ldQ5pdwPJoHAj4vc6IuMsn1NEfP/iPgI9zKDaaYD22kT8v+VjRRgDUYgHvpOzzvLEAFWahCofy+s1KWIM27N05EWPjlJ/6PENMIDsQ4HWWHfOY7qNI0jqLbEpKd1AyjD+f57Bt704XAIabgCuTHxNAILcFqDALVeBYshCLa+qx0pTS21avRL3jF38YtCnehrI/tG31AtSyw14YsHIkOwnrzLkrVGoIeHt5jqwo72EmYZ0ZHW2FYb3rq3uDN9ucqyCQhDmcRqppawc59bUVm+sTsKYobHLSQCDHBai92En24Am2Iy4F1ZTOuNNWNWH2hgkikNyEDbPRpIQtkMELJ9TuBOrn2AE1S8ZionweNgwTasuwvoO3mef0B462Efu9zkCOobOxQa7dqCbonJ6B3Bh8UtYZWe9Wol7dBp8baPbPKJMxh9NWwQj9JL/n5gDrOW6cHxOsdXR06H4QYhqMQCQEHnjgAdxxxx2RqnAZI9BnBHid9RlCJhADArzOYgApB6rktgYqByaYh8gIMAKMACPACDAC/iPAApT/mDJFRoARYAQYAUaAEchyBNiEl+UTzMNjBBgBRoARYAQYAf8RYA2U/5gyRUaAEWAEGAFGgBHIcgRYgMryCebhMQKMACPACDACjID/CLAA5T+mTJERYAQYAUaAEWAEshwBFqCyfIJ5eIwAI8AIMAKMACPgPwIuAaoNq6dSsC3l8Nuti6zAktQ9nasjAm1TxNRhMjBXDPUhaRttItJwjZP6pACX9KcE+XbVSu6j4MHRuRxPDGMPh5UXy+HwThA/N98UAFQGCg3p3sGnu573eOW8GPepEIHbKRq7tTZsOhH7JmbM/h0whzAZR4ZjPMo8eZLYikVi3ZvjjIMJGVRVjUDvNRar3jATJ8FHOFxtfq3PnIrrVPswUIuuyrMbSwcW9px4QuFqq37+aF7F+iFeXDzY3YeOiXi0y433iMCrL2MCzZnHO8hzUGafSXuPyPXj1bnBZ9jPHTVRcZAYq6TUchfu4rPmBFe8m+2sKDi51oYxr/F/DlR2w6Zd77ew9eItUPGx8Is0J/F2EGf9aON0YR5xbXh1Hctn1Ksd4eRaP/Y68WoQQ56KvYt2n9cmde8aq3yW3zHhsAt5L4bh03OE1KccS4R2TgGqbQs2lNWhbuIetLZ5knVkltU1oaOjAx1NY7FSFboctcyHrQ9jw2yz/voaq0ZUGlsXYcLexWY/dYiJMYu6TwnJgxKJHMnEyovtBPErWbgGdXtWWoLNnD11WEOHSoa5rPnooCjsD9tnAXqNd9oqMS9NdRNRs74DHR32YcwT5dro6DAOsQQwbVUHFu+d4PgitdigBbsAWFw30cryI2GNJ+oanYZVImJ8CRZuWw97hUbhYusizMF6gcN6zLF/XHiMhcZPnxdl+SP8OrKPEVI5MHDuQNPsDXiYDqiOo3/UGHwSD+JgUZWwTHvMQ8nCbcbnT/BuHxczEXuxhd4T4qBZSYCeQ98j01atB1aaQp84Zb4M683PU6JjogjZFFFZvIME+QgvLfkZFu+rZLxH5PpRcLCS07DKMelmAWFtfnu1tY7FeuJN/DVhNkLHkkycrM8JzXHZBmxpi/NzYI21/xKh75xIc9J/fFo9W59HetcuMN7RVmGERByfUS8qYT+3XpVjzEva2vQYq2DJwi7Mu8zrvQiY31PK+9NzfFuxaMFelJXZhSHjM4scAhQdGFk2fSGqZgMbxJvRJhAxVbIQa+r2YDO90CNcO/eaL4Vpq6DKIqJJGBptrXtQM908g6lkIVYtLLG1YOLdbWrESOJftMjQipHkqEqNinBnSaX0S3TRVjh+GVMbD3F86+Y9qLvNeQ5UsrHygjER/IASLFwzGxsWLMKilXtQt2YhwotPaq9t2IuxVt2Ex6uSJCHqtjrs8VoodEr4Nhdv6hzKXwMOrYNTq+Hqyvmori8PuoaWxdb6yMbR1oe6PunMqT30y8NrLJKg6x4O14l1dSirdb1UPT43fe3fxU5k3klQ2jMbVeYCKps9Fhse3oqtD29AWY0t+HqPaRpuE0JfG1YvqEXZevN4oz6Oqd5cS/QZnS0ZCxkUoOJE80PvEToTLESDpa4N873huQZc75utQksu149K116jO2uNY6GGCQ2kgcNOOvbJXNutpqbd8xd1inAC2tC6pwylIS8JdUxe4zTzXPittqwHsg1g4yDzpMaStIk2Hcf73DFXNqYeU21lOT7TLr7EV5WaJ98vap7kRfxOkZpO43uDcFotrDUKz1bP8SZKxHeu/HqM2jrS+8X1GfWi5fm5VcdtYuG57r0IJnNtRhqrixcx39YPEltusN7LHnwSCbUdPW9dtBnTt92GsZJ+mHZUrAhQbdiyoQwkq5QYEpTHbyBJMfReUlpmfHmEFhk5dB7P2JX2mXEe9bxotO0FxoZ8mD0aA9i5ZyzW0C8484tY/iJpMoU7AmrlWFMLRvVWTTO+0M1fxo6XrNWF1wslyVhZfSuJBPETFEh4mL0He2avQQTlk6i6x3rJr8RYS9iKf7z2S9L1sispRdme1tjWlqnhElqbslqhcdm6yDjHifJI8xXPZa0vD7pCU+dBTgh8EdaHY32WjAVifgsS55FwrcKq9WWoFWom1yhJg7N3sfgRElf/8oxG+WXhIhvtUQhGixUht7QKs/fMwZw9szHdetuEHxMdgIw5E1CLOrh+jwgtVrxjIs0Yaf1IlU88RJCf4MDJHKi6ljoUDZZ8b1DenEVbw74j1PfNNNL0mutHpauuUUmXziXbsAVYuKYOE+mXtPm+2ovZaIqkHSS+E5j7WHCyP/cTsGH2bXD+XKQvFftzJ7HyyiMW7XHuwQasEVo1+Q5WyyW+dOD63sWm9o00xeaXoIpvm9K/iqk5leLmfue4P9MqX0Lu9ngPqPxJnr2+N8LxrPITe5o+M7F/z0WiG/IZ9ars9bn1wCLauy+EdJLWZkg/lOHxLhOaclMz4/i8u9/LCp9EytFu9VRsnh7m7FpXO2prC1Ckdt9ZjzmkmZlQi507SY3rybpnJgkfZaE/Wxx1BaMkuEzf7OmH40XDPXYHQdfDxNlVlsbEVSQeCdSQX6klVZgNGqv94vdq68jzDSuvX3WOnhwPieAnCIiJn+1SE3v3LVX5DotDAuOVLysSdEK0jY5RRX6gX0HiC7Ke6pEwWyOE/MitvEvV9eWk611f5EZZH+71WRartE/Eo+E67TZhfn14r8KfqdJeY4Iac//0S06Yhwz19QLDWS1UA6N05UxuxcO1xg8sO59+OU9EjSpURRzTNNxG5l61PhFLcEz0xbZ5uvnFu3gvjDHZ3KkpN04haym0AkAHgxORMGvA+30TfY2SIO91jcUGTLD8dzxqJBEn+bmnz+saLHCZ2V1jElhtcX4WPfBTx6mmrZGZ+Lbt3Yn6OaaGh757zAo2vq7+LQLORCLvnFjeA17fG+F4dnIU5UkKAcMmYO9i2/0hSqsIxe7PqPc7nqwSIZ9bRcs2R7xrw637MDSTuDZDBuz5LnPWci9H673s4tPZimQAuRYnoLa+FhPkj80w7SwBSkiu0p9A/Lo3zXjEyYYtpsYgjKRMX9Dy5RqmftvqRZFtvCoNZVT0watXfCcWiRc/Imu7lPZq0mDNLRWWYOHiMtQuWIANZdNDfnnRYistc/qE+YYVyEYv/R5Mqddn/ISqecEGzL5toWnKk87HHn0rYE1btRh7Fxh1w45XqR9zsq0Ve8pKIwq6kha93OQXpPGrk+aiPqqpWLZ33JX1FUrXUdN4sLRkkdeHWJ/SjPRwLTxsH4Le1kW2uUKaSKLjavRdX29+pcgPsWLqjLV/jxGSQTV0/XlXBPkb7akL1UyQUK8KyNHH5OqgD2OiLzH1skzcaqaZDn2PwLmWHD9ZzUZWXuQ14Owu8TVaavqaefqnpQgnORZhiqYH8TlwjUngUhUdP0ks3N3Et2Ss9KE034XqghJtXf2HoxdnfkzvAZIjxFeg83sjOs8xMKP48YQMOYbm7iqhn9Hwn2/359YbC69170EzxWvTPW6vZ8/3ogefzrbk9ye/j5tQV1OHJnrXRmrX0dGhd3Q06XUTa/T1Ik3PHXpHU50+cWKd3tTRoTfVTdQBiL+JdU12uZkHONt61l9fY9GASVf0EYaGwZfBi0qvZr3Jm9UOushbX6NbvBH/yjO1F3U6OvT1NcY4xHhq1htj6Viv18Cko2Ig08S7VddfrNRxyrQ6XmtMCeJH47VoyLm0xmLOtRxnU51eI+fXxBA1dRHXBvGs4ivGoPIKZ//Ej5wLOV7jbsyBXGcCbxedsHMv+XffaQ1b60RZo150HZ8ByYtsE3l9WGvKwlW2N9dazXrHujPmI8I6UtYuYSMxU9eFun5j6d/RVn7+3HiJ51DejffDRL2uSVkv62sc82isgQhjMvtyrxUHXzRXJoaxjCnW94dcZ2pfxhpUx2rOtWNtyPmncbvWgGuOHO9Qx7rzeD/JtrIezYejX+dnhvhXeY937qPiJPmQnxVrfUh8CAeZpjUtcfHIk2Oj+XalBeaOcUo6tG5c72W1LdFy8RjyDnHXF+tNWY9KubUGHbyEzpNVz/N7w4Nnc42L9eaiLT7zYgzm54jS1vtC+VypdVR6jrSKu/zMED+uz6ijjdmH5+fWmCvr3ev4LjT6CsFboZ3UtelYd8ZYHf1Za9X8jCiYut8hjnbKu0bkK+2M90WTXlcTKv+onz2qx2fhCRGUHAIfRum2MLZPYWWYauwG9OOnglPszZkn+pVDPmiev7ATQGHroqlovc0P1Xe0zqOvj2gUuDxDECDn8NbbPNZoYmsgdWs0Q/D1gU3G1AcQYyaR2LqPmXyGV7RMeBk+joTZFx74wgYdXngi4sL/iIWnhHGmhrSNv6/CkzFfhr/EyrHRneL7xLApOA+LYX30tR9un74IxPqOkCNI9RqV/WbznTFN/ezGu+5Tz2H/98gaqP6fA+aAEWAEGAFGgBFgBDIMgZzXQGXYfDG7jAAjwAgwAowAI5AGCPx/1l2qWs7s4OMAAAAASUVORK5CYII=)
Source: Bloomberg
Figure 6
The GBP continues to trade off the ups and downs in UK politics and news flow on Brexit dealings inside the Tory cabinet, the UK parliament, and with the EU negotiators. The news can be overhyped and hard to interpret, making for difficult trading in the GBP.
The GBP had a setback in June 2017 after PM May took the UK to a national election in hopes of securing a larger majority and a clearer authority to negotiate with the EU on Brexit. However, she failed miserably and clings to power with the support of the Democratic Unionist Party of Northern Ireland.
Since then, there has been the odd rumour that she was about to be ousted by her own party causing periods of weakness in the GBP, especially late last year. However, her resilience and a lack of credible alternative have helped calm political risk in the UK.
Towards the end of 2017, Brexit uncertainty eased significantly after protracted negotiations over a ‘Divorce bill’ were resolved, allowing talks to move onto the crucial issue of trade and a transition period after the 29 March 2019 Brexit date.
On 19 March this year, the GBP received good news that the UK and EU had agreed on a transition period that would extend the status quo until the end of 2020. In the transition period, the UK is free to start negotiating trade deals with other non EU countries, and it gives companies breathing space to plan for post Brexit arrangements. However, the UK is still supposed to meet the March 2019 deadline for agreeing on the terms of a Brexit deal.
The thorny issues of trade relations and the closely related topic of what to do with the Ireland/Northern Ireland border are now being hotly debated inside the Tory cabinet.
Time is running short to meet the March 2019 deadline, and a highly divided UK parliament has to vote on a final deal, but from afar it looks like progress is being made. The key issue for the economy and GBP is reducing uncertainty for business and retaining as much access to the EU market as possible. It does appear that the UK is making progress and Brexit risk is gradually being reduced.