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"text": "This presentation contains forward-looking statements regarding possible or assumed future results of the business, financial condition, plans and objectives of Ladder Capital Corp and its subsidiaries (collectively, 'Ladder Capital,' 'Ladder,' 'LADR,' or the 'Company'). Any statement concerning future events or expectations, express or implied, is a forward-looking statement. Words such as 'may,' 'will,' 'seek,' 'should,' 'expect,' 'anticipate,' 'project,' 'estimate,' 'intend,' 'continue,' or 'believe' or the negatives thereof or other variations thereon or comparable terminology are intended to identify forward-looking statements that are subject to risk and uncertainties. Such risks and uncertainties are discussed in the Company's Annual Report on Form 10-K for the year ended December 31, 2025, and its other filings with the U.S. Securities and Exchange Commission. There can be no assurance that any expectations, express or implied, in a forward-looking statement will prove correct or that the contemplated event or result will occur as anticipated. In particular, there can be no assurance that Ladder will achieve any performance objectives set forth in this presentation. Further, any forward-looking statement speaks only as of the date on which it is made. New risks and uncertainties arise over time, and it is not possible for Ladder to predict those events or their effects on the Company. Except as required by law, Ladder is not obligated to, and does not intend to, update or revise any forward-looking statements, whether as a result of new information, future events or otherwise."
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"text": "This presentation is strictly for informational purposes. It is not intended to be relied upon as investment advice and is not, and should not be assumed to be, complete. The contents herein are not to be construed as legal, business or tax advice, and each recipient should consult its own attorney, business advisor and tax advisor as to legal, business and tax advice."
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"orig": "Note: As of 06/30/2026 unless otherwise noted. Dollars in millions. Asset mix percentages exclude cash and all other assets. Insider ownership based on $9.75 LADR closing price on 07/22/2026.",
"text": "Note: As of 06/30/2026 unless otherwise noted. Dollars in millions. Asset mix percentages exclude cash and all other assets. Insider ownership based on $9.75 LADR closing price on 07/22/2026."
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"orig": "'Stay rich, not get rich strategy' : capital preservation with attractive returns",
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"orig": "Note: As of 06/30/2026, unless otherwise noted. Source: FactSet.",
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"orig": "Source: Public company filings, company presentations and FactSet.",
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"orig": "1. Depicts cumulative change in undepreciated book value per share through 03/31/2026",
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"marker": "1."
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"orig": "2. Non-IG CMREITs include ARI, BRSP, BXMT, CMTG, FBRT, KREF, STWD and TRTX.",
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"marker": "2."
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"orig": "3. Represents stock price change plus cumulative dividends, as of 07/22/2026. Graph bars are not to scale.",
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"orig": "4. Market capitalization-weighted average of Non-IG CMREITs",
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"orig": "5. Market capitalization-weighted average of AAT, BNL, CDP, CUZ, EGP, EPR, EPRT, FCPT, FR, HIW, IRT, KRC, KRG, PECO, SKT and UDR",
"text": " Market capitalization-weighted average of AAT, BNL, CDP, CUZ, EGP, EPR, EPRT, FCPT, FR, HIW, IRT, KRC, KRG, PECO, SKT and UDR",
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"orig": "6. Represents MSCI U.S. REIT Index (RMZ)",
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"orig": "7. Represents SPDR S&P Regional Banking ETF",
"text": " Represents SPDR S&P Regional Banking ETF",
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"orig": "5-Year Total Returns 3",
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"orig": "5",
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"orig": "RECENT MOMENTUM",
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"orig": "> $2.6B loan originations over last 18 months, with positive rating and funding developments",
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"orig": "$1.25B Upsized Unsecured Revolver @ S+125",
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"orig": "$275M New Unsecured Term Loan @ S+140",
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"orig": "Capital Structure Momentum (2025-2026)",
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"orig": "from Moody's (Baa3) and Fitch (BBB-)",
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"orig": "S&P upgrade to BB+ and outlook revised to Positive",
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"orig": "Inaugural IG Bond Issuance",
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"orig": "~5.5x oversubscribed; significant spread tightening since pricing",
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"orig": "Note: As of 06/30/2026. Forward pipeline subject to change.",
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"orig": "MULTI-CYLINDER STRATEGY",
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"orig": "Note: As of 06/30/2026. CRE Equity amounts shown at undepreciated value.",
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"orig": "1. Represents amount invested since inception (asset value)",
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"orig": "THREE FORMS OF CRE INVESTING",
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"orig": "Flexibility to rotate across products based on market conditions",
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"orig": "Note: Data shown since LADR's IPO. Represents average asset allocation during each year or year-to-date period shown, based on quarter-end amounts; excludes other assets.",
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"orig": "Durable 'Carry'' earnings enhanced by ROE upside from gains",
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"orig": "1. Based on 3.0x total leverage (debt/GAAP book equity) with blended total company cost-of-funds of ~5.5%, and net of all estimated corporate overhead expenses and corporate debt service.",
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"orig": "Fortress balance sheet at significant discount to book",
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"orig": "3. Based on $9.75 LADR closing price on 07/22/2026",
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9964885711669922
},
{
"class_name": "logo",
"confidence": 0.0014995378442108631
},
{
"class_name": "full_page_image",
"confidence": 0.0012545752106234431
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0003598337934818119
},
{
"class_name": "page_thumbnail",
"confidence": 7.707590702921152e-05
},
{
"class_name": "icon",
"confidence": 5.8633297157939523e-05
},
{
"class_name": "other",
"confidence": 5.386125485529192e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.3409647080115974e-05
},
{
"class_name": "geographical_map",
"confidence": 4.884598820353858e-05
},
{
"class_name": "table",
"confidence": 3.2194093364523724e-05
},
{
"class_name": "music",
"confidence": 3.0090383006609045e-05
},
{
"class_name": "qr_code",
"confidence": 1.6147194401128218e-05
},
{
"class_name": "calendar",
"confidence": 9.488751857134048e-06
},
{
"class_name": "stamp",
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},
{
"class_name": "screenshot_from_manual",
"confidence": 2.6321008590457495e-06
},
{
"class_name": "bar_chart",
"confidence": 2.0681752630480332e-06
},
{
"class_name": "bar_code",
"confidence": 1.8055037571684807e-06
},
{
"class_name": "signature",
"confidence": 1.6285193851217628e-06
},
{
"class_name": "line_chart",
"confidence": 1.0038902473752387e-06
},
{
"class_name": "flow_chart",
"confidence": 8.38811331504985e-07
},
{
"class_name": "chemistry_structure",
"confidence": 5.16278646500723e-07
},
{
"class_name": "pie_chart",
"confidence": 4.932932711199101e-07
},
{
"class_name": "topographical_map",
"confidence": 3.581693590604118e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.7317246658876684e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 1.1527965426694209e-07
},
{
"class_name": "box_plot",
"confidence": 8.12385980708541e-09
}
]
}
]
},
{
"self_ref": "#/pictures/2",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/16"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.4760929346084595,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
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"class_name": "other"
},
{
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"class_name": "icon"
},
{
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"class_name": "calendar"
},
{
"confidence": 0.012410384602844715,
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"class_name": "signature"
},
{
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"class_name": "stamp"
},
{
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"class_name": "engineering_drawing"
},
{
"confidence": 0.006088856142014265,
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"class_name": "screenshot_from_computer"
},
{
"confidence": 0.004719279240816832,
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"class_name": "screenshot_from_manual"
},
{
"confidence": 0.004285553470253944,
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"class_name": "page_thumbnail"
},
{
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"class_name": "table"
},
{
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},
{
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"class_name": "photograph"
},
{
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"text": "\n\n<::chart: Book Value Preservation. The chart shows two lines over time, from Q1 2022 to Q1 2026. The x-axis represents quarters: Q1 Q2 Q3 Q4 for years 2022, 2023, 2024, 2025, and Q1 for 2026. A shaded vertical band from Q1 2022 to Q2 2023 is labeled \"FED RATE HIKE CYCLE\". The dark blue line represents \"Ladder\" and the light blue line represents \"Non-IG CMREITS\". Both lines start at the same point on the left. The \"Ladder\" line remains relatively flat, showing slight fluctuations, and ends at Q1 2026 with a value of (1.8%). The \"Non-IG CMREITS\" line steadily declines throughout the period, ending at Q1 2026 with a value of (23.6%). An arrow points upwards from the \"Non-IG CMREITS\" line to the \"Ladder\" line at Q1 2026, with the text \"+21.8% BOOK VALUE OUTPERFORMANCE\".::>"
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},
{
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{
"marker": "1",
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"label": "Book Value Preservation\u00b9"
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{
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"label": "Non-IG CMREITs\u00b2"
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"quber__footnotes": [
{
"marker": "",
"text": "Note: As of 06/30/2026, unless otherwise noted. Source: FactSet."
},
{
"marker": "",
"text": "Source: Public company filings, company presentations and FactSet."
},
{
"marker": "1",
"text": "Depicts cumulative change in undepreciated book value per share through 03/31/2026"
},
{
"marker": "2",
"text": "Non-IG CMREITs include ARI, BRSP, BXMT, CMTG, FBRT, KREF, STWD and TRTX."
}
]
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"
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{
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"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n5-Year Total Returns\u00b3\n\n<::\nTable: 5-Year Total Returns\n| Category | 5-Year Total Return |\n|:-------------------------|:--------------------|\n| LADR | +27% |\n| BBB/BBB- Equity REITs\u2075 | +24% |\n| Equity REITs Index\u2076 | +32% |\n| Regional Bank Index\u2077 | +33% |\n| Non-IG CMREITs\u2074 | (5%) |\n: bar chart::>\n\nCURRENT DIVIDEND YIELD\n10.9% 9.4% 4.3% 3.6% 2.5%"
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"label": "5-Year Total Returns\u00b3"
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"label": "Non-IG CMREITs\u2074"
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"label": "BBB/BBB- Equity REITs\u2075"
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"text": "Represents stock price change plus cumulative dividends, as of 07/22/2026. Graph bars are not to scale."
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{
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"text": "Market capitalization-weighted average of Non-IG CMREITs"
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{
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"text": "Market capitalization-weighted average of AAT, BNL, CDP, CUZ, EGP, EPR, EPRT, FCPT, FR, HIW, IRT, KRC, KRG, PECO, SKT and UDR"
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{
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"text": "Represents MSCI U.S. REIT Index (RMZ)"
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bm14+/tkwyDZ0guYB7Vfr6SzbD/9iu7kLHAwB9+x+t2f/vn3//LHzx0yPrN/1r95V/9o098+va9D/0SIUSIxaFDjPNF72+/cO2Lrmj97l/8h58t/+1nv7SQi9//o0+fePgkyZiwTM6i7u52ZWOdzzkkpJSOFwoRUqM1mGuGYSAkxyhp+UF/FDJqQCq0BsskzVreMonWkAgiRLFstIdRLBEhHVyoomfXyy4XEpbhZNCZjns5p+QUqmrBYVWwrLW5tePv7ZMMAwCtNaVrr3+t94JLL37z9+cZpR//5OfDk0/83d9/6fWvu+Hf/Zu3/a//x4fecmu+9YGf/o32xz7x6dssy/zcP9xJ1sjP/vQ773/w+F998ra3v/mV55+fveTiCy45csH43oeePBdN7nt4+JWJYSA8i5xF3d3tysY6n3NIglHj83ed+O2/uNtcI5CWeCH//Q9d95rrL+FCQUKMkpYf9EchowakQmuwTNKs5S2TaA2JIEIUy0Z7GMUSEdLBhSp6dr3sciFhGU4Gnem4l3NKTqGqFhxWBctam1s7/t4+yTAA0Fqb5trGO4oveuHlr85fR+na/uBrx6Zhd+/vo7Ozy6645D3lW97+llf90+3j3/tQ7+TjTyyEjOd844fX3euu/vX/7kdRDLH4wbe/9uYbr33ZdUfDk09MHz7xzre++p3v+c8nHj9jGAY8Q86i7u52ZWOdzzkkwajRH4XNPw8YJZAWLmRj0y16NhcKEmKUtPygPwoZNSAVWoNlkmYtb5lEa0gEEaJYNtrDKJaIkA4uVNGz62WXCwnLcDLoTMe9nFNyClW14LAqWNba3Nrx9/ZJhsEz5EJCFP/Mz20eyrJf+9U/BnPtyKWHq//6La+66SX3TKbBvccePX7qtjvuOXP6rJaq8Krr37t5y6/85kePH3+crBk/8o7XOddc9om/ue0v/+Q//vIH/ui8Q9bPv+9HSu/8xePHHzcMA54hZ1F3d7uysc7nHJJg1OiPwpYfMErge0drQIR/DheyXnaLns2FgoQYJS0/6I9CRg1IhdZgmaRZy1sm0RoSQYQolo32MIolIqSDC1X07HrZ5ULCMpwMOtNxL+eUnEJVLTisCpa1Nrd2/L19kmHwLFIs3vujt1qW+cHdT4LW1Z98W/NXfkprDYCEGN948PjGT/zKXV/9+guuvPR/2658uPuZ274QICFvf/Orrn/p0d/+g0+Ihfzd36yFJ05feslF/3R78Psf/htEhGeRs6i7u13ZWOdzDkkwavRHYcsPGCXwvSCVXiPGGkEeS8NAAFBKrxFDaQ3P4ELWy27Rs7lQkBCjpOUH/VHIqAGp0BoskzRrecskWkMiiBDFstEeRrFEhHRwoYqeXS+7XEhYhpNBZzru5ZySU6iqBYdVwbLW5taOv7dPMgyWEWIAgJQKACxmUko0AAJoACXVbMYzlvlL76/c+bX7u3/+WULXACBjmbFYCLEAxIxlvvDq3JknZg9NTxiGgQjPJmdRd3e7srHO5xySYNToj8KWHzBKYJlU2sCnwLfpb4Kn4DfBt2kNSmsDQWu48tLzb7ruUkKMR048edvXHtWgX/4iOxKLex48jQjfwoWsl92iZ3OhICFGScsP+qOQUQNSoTVYJmnW8pZJtIZEECGKZaM9jGKJCOngQhU9u152uZCwDCeDznTcyzklp1BVCw6rgmWtza0df2+fZBgs0xoANCICgP4meDat1cY7X3etc8Vv/NbHFlIiIgBorQEAEQFAa62URgTDMOA7yFnU3d2ubKzzOYckGDX6o7DlB4wSeBbDwJdcedHDJ849cY4jIgAopc/L0ksvzi4W+tHHzwkhEREAlNKWuXZV7rxTZ/nZWfxzP5q//+HTj52ave21zn/9w8G1Ry++wj7vs8MHz84EInwLF7JedouezYWChBglLT/oj0JGDUiF1mCZpFnLWybRGhJBhCiWjfYwiiUipIMLVfTsetnlQsIynAw603Ev55ScQlUtOKwKlrU2t3b8vX2SYZCQxWgsFlIqRISE5Czq7m5XNtb5nEMSjBr9UdjyA0YJPEMpzUzjJ9/xfZ++7Rv3PPj4GiEAsP7yK9ZfccUXx8fXX37lnIvf/b+/cvIMB9QZc+09b3rp62+88g8+PvryvY/9p//ptR/73D32RVnPOdK/8+GsRf/HFx6M4gUxEJ7BhayX3aJnc6EgIUZJyw/6o5BRA1KhNVgmadbylkm0hkQQIYploz2MYokI6eBCFT27Xna5kLAMJ4POdNzLOSWnUFULDquCZa3NrR1/b59kGCSktQYARITk5Czq7m5XNtb5nEMSjBr9UdjyA0YJPM0w0DLXLNN4z5vdz91x7L6HzoiF0lq/r3zjhYfYzkdu/7fv+L7XfN/lv/bh2++4+7HzD9E35o++6mUvuOrS8z6we/vkoVM/8MqrL74wA1oTYpydxXfeGz7+RPTkXCDCt3Eh62W36NlcKEiIUdLyg/4oZNSAVGgNlkmatbxlEq0hEUSIYtloD6NYIkI6uFBFz66XXS4kLMPJoDMd93JOySlU1YLDqmBZa3Nrx9/bJxkGKZKzqLu7XdlY53MOSTBq9Edhyw8YJQCglM4dyW6+8brzMvQK+7wTZ+bn5uIzX3xwOD5+4XnsyIXWdUcv/sHXvPDeY6d2e3fFQr6pcPXxU7NbbrrKPpz9Lx8cPDHjoMEy1wreC15wJGtflD322Nnrrjr88f7X77r/JDEQnsaFrJfdomdzoSAhRknLD/qjkFEDUqE1WCZp1vKWSbSGRBAhimWjPYxiiQjp4EIVPbtedrmQsAwng8503Ms5JadQVQsOq4Jlrc2tHX9vn2QYpEjOou7udmVjnc85JMGo0R+FLT9glMDTDESTEmYaP/aW6/9ueGxy7JRU2kB8mXPkCvs8reGhx85OHjotFvIHXnnN8VPnvv7wmf/8b19738On2/6XFwtlGPi6l19B14wLD7GXv8T+7Y99uf6um/5p9PDH/+HrhCA8jQtZL7tFz+ZCQUKMkpYf9EchowakQmuwTNKs5S2TaA2JIEIUy0Z7GMUSEdLBhSp6dr3sciFhGU4Gnem4l3NKTqGqFhxWBctam1s7/t4+yTBIkZxF3d3tysY6n3NIglGjPwpbfsAogWdIpZlpbP3gyz7zhQfvefCUSclPvt17481HxULNuAANtwePPn56fsvNRyfHTmcYueEllz526lz303d/6Z7jt+SPIsLf3v6NW/NHizdc8bkvHXvjTVf98aeDe4+dIoYBT+NC1stu0bO5UJAQo6TlB/1RyKgBqdAaLJM0a3nLJFpDIogQxbLRHkaxRIR0cKGKnl0vu1xIWIaTQWc67uWcklOoqgWHVcGy1ubWjr+3TzIMUiRnUXd3u7KxzucckmDU6I/Clh8wSuBZDMTLjmRPneWzSBBiuNdcfF7GBAAEAIRHTpwzEHNHsgDwGu/yl7/E/uv+1//hyw89/kR0Ve78Bx89GwuZtej1L7zYXCPTE08eO34WnoULWS+7Rc/mQkFCjJKWH/RHIaMGpEJrsEzSrOUtk2gNiSBCFMtGexjFEhHSwYUqena97HIhYRlOBp3puJdzSk6hqhYcVgXLWptbO/7ePskwSJGcRd3d7crGOp9zSIJRoz8KW37AKIFlUirDwKcAgFgopTU8gxgIAAupiQH/fuPGl159+AMfuu3hk+dMSqRUxDAQQWstlTYMVEqvEQOehQtZL7tFz+ZCQUKMkpYf9EchowakQmuwTNKs5S2TaA2JIEIUy0Z7GMUSEdLBhSp6dr3sciFhGU4Gnem4l3NKTqGqFhxWBctam1s7/t4+yTBIkZxF3d3tysY6n3NIglGjPwpbfsAogeQMA6++7AJi4AOPnBELjQjPBReyXnaLns2FgoQYJS0/6I9CRg1IhdZgmaRZy1sm0RoSQYQolo32MIolIqSDC1X07HrZ5ULCMpwMOtNxL+eUnEJVLTisCpa1Nrd2/L19kmGQIjmLurvblY11PueQBKNGfxS2/IBRAv8iC6m0hrU1A+G54kLWy27Rs7lQkBCjpOUH/VHIqAGp0BoskzRrecskWkMiiBDFstEeRrFEhHRwoYqeXS+7XEhYhpNBZzru5ZySU6iqBYdVwbLW5taOv7dPMgxSJGdRd3e7srHO5xySYNToj8KWHzBKIC1cyHrZLXo2FwoSYpS0/KA/Chk1IBVag2WSZi1vmURrSAQRolg22sMoloiQDi5U0bPrZZcLCctwMuhMx72cU3IKVbXgsCpY1trc2vH39kmGQYrkLOrublc21vmcQxKMGv1R2PIDRgmkhQtZL7tFz+ZCQUKMkpYf9EchowakQmuwTNKs5S2TaA2JIEIUy0Z7GMUSEdLBhSp6dr3sciFhGU4Gnem4l3NKTqGqFhxWBctam1s7/t4+yTBIkZxF3d3tysY6n3NIglGjPwpbfsAogbRwIetlt+jZXChIiFHS8oP+KGTUgFRoDZZJmrW8ZRKtIRFEiGLZaA+jWCJCOrhQRc+ul10uJCzDyaAzHfdyTskpVNWCw6pgWWtza8ff2ycZBimSs6i7u13ZWOdzDkkwavRHYcsPGCWQFi5kvewWPZsLBQkxSlp+0B+FjBqQCq3BMkmzlrdMojUkgghRLBvtYRRLREgHF6ro2fWyy4WEZTgZdKbjXs4pOYWqWnBYFSxrbW7t+Hv7JMMgRXIWdXe3KxvrfM4hCUaN/ihs+QGjBNLChayX3aJnc6EgIUZJyw/6o5BRA1KhNVgmadbylkm0hkQQIYploz2MYokI6eBCFT27Xna5kLAMJ4POdNzLOSWnUFULDquCZa3NrR1/b59kGKRIzqLu7nZlY53POSTBqNEfhS0/YJRAWriQ9bJb9GwuFCTEKGn5QX8UMmpAKrQGyyTNWt4yidaQCCJEsWy0h1EsESEdXKiiZ9fLLhcSluFk0JmOezmn5BSqasFhVbCstbm14+/tkwyDFMlZ1N3drmys8zmHJBg1+qOw5QeMEkgLF7JedouezYWChBglLT/oj0JGDUiF1mCZpFnLWybRGhJBhCiWjfYwiiUipIMLVfTsetnlQsIynAw603Ev55ScQlUtOKwKlrU2t3b8vX2SYZAiOYu6u9uVjXU+55AEo0Z/FLb8gFECaeFC1stu0bO5UJAQo6TlB/1RyKgBqdAaLJM0a3nLJFpDIogQxbLRHkaxRIR0cKGKnl0vu1xIWIaTQWc67uWcklOoqgWHVcGy1ubWjr+3TzIMUiRnUXd3u7KxzucckmDU6I/Clh8wSiAtXMh62S16NhcKEmKUtPygPwoZNSAVWoNlkmYtb5lEa0gEEaJYNtrDKJaIkA4uVNGz62WXCwnLcDLoTMe9nFNyClW14LAqWNba3Nrx9/ZJhkGK5Czq7m5XNtb5nEMSjBr9UdjyA0YJpIULWS+7Rc/mQkFCjJKWH/RHIaMGpEJrsEzSrOUtk2gNiSBCFMtGexjFEhHSwYUqena97HIhYRlOBp3puJdzSk6hqhYcVgXLWptbO/7ePskwSJGcRd3d7crGOp9zSIJRoz8KW37AKIG0cCHrZbfo2VwoSIhR0vKD/ihk1IBUaA2WSZq1vGUSrSERRIhi2WgPo1giQjq4UEXPrpddLiQsw8mgMx33ck7JKVTVgsOqYFlrc2vH39snGQYpkrOou7td2Vjncw5JMGr0R2HLDxglkBYuZL3sFj2bCwUJMUpaftAfhYwakAqtwTJJs5a3TKI1JIIIUSwb7WEUS0RIBxeq6Nn1ssuFhGU4GXSm417OKTmFqlpwWBUsa21u7fh7+yTDIEVyFnV3tysb63zOIQlGjf4obPkBowTSwoWsl92iZ3OhICFGScsP+qOQUQNSoTVYJmnW8pZJtIZEECGKZaM9jGKJCOngQhU9u152uZCwDCeDznTcyzklp1BVCw6rgmWtza0df2+fZBikSM6i7u52ZWOdzzkkwajRH4UtP2CUQFq4kPWyW/RsLhQkxChp+UF/FDJqQCq0BsskzVreMonWkAgiRMJ0VRcAACAASURBVLFstIdRLBEhHVyoomfXyy4XEpbhZNCZjns5p+QUqmrBYVWwrLW5tePv7ZMMgxTJWdTd3a5srPM5hyQYNfqjsOUHjBJICxeyXnaLns2FgoQYJS0/6I9CRg1IhdZgmaRZy1sm0RoSQYQolo32MIolIqSDC1X07HrZ5ULCMpwMOtNxL+eUnEJVLTisCpa1Nrd2/L19kmGQIjmLurvblY11PueQBKNGfxS2/IBRAmnhQtbLbtGzuVCQEKOk5Qf9UcioAanQGiyTNGt5yyRaQyKIEMWy0R5GsUSEdHChip5dL7tcSFiGk0FnOu7lnJJTqKoFh1XBstbm1o6/t08yDFIkZ1F3d7uysc7nHJJg1OiPwpYfMEogLVzIetktejYXChJilLT8oD8KGTUgFVqDZZJmLW+ZRGtIBBGiWDbawyiWiJAOLlTRs+tllwsJy3Ay6EzHvZxTcgpVteCwKljW2tza8ff2SYZBiuQs6u5uVzbW+ZxDEowa/VHY8gNGCaSFC1kvu0XP5kJBQoySlh/0RyGjBqRCa7BM0qzlLZNoDYkgQhTLRnsYxRIR0sGFKnp2vexyIWEZTgad6biXc0pOoaoWHFYFy1qbWzv+3j7JMEiRnEXd3e3Kxjqfc0iCUaM/Clt+wCiBtHAh62W36NlcKEiIUdLyg/4oZNSAVGgNlkmatbxlEq0hEUSIYtloD6NYIkI6uFBFz66XXS4kLMPJoDMd93JOySlU1YLDqmBZa3Nrx9/bJxkGKZKzqLu7XdlY53MOSTBq9Edhyw8YJZAWLmS97BY9mwsFCTFKWn7QH4WMGpAKrcEySbOWt0yiNSSCCFEsG+1hFEtESAcXqujZ9bLLhYRlOBl0puNezik5hapacFgVLGttbu34e/skwyBFchZ1d7crG+t8ziEJRo3+KGz5AaME0sKFrJfdomdzoSAhRknLD/qjkFEDUqE1WCZp1vKWSbSGRBAhimWjPYxiiQjp4EIVPbtedrmQsAwng8503Ms5JadQVQsOq4Jlrc2tHX9vn2QYpEjOou7udmVjnc85JMGo0R+FLT9glEBauJD1slv0bC4UJMQoaflBfxQyakAqtAbLJM1a3jKJ1pAIIkSxbLSHUSwRIR1cqKJn18suFxKW4WTQmY57OafkFKpqwWFVsKy1ubXj7+2TDIMUyVnU3d2ubKzzOYckGDX6o7DlB4wSSAsXsl52i57NhYKEGCUtP+iPQkYNSIXWYJmkWctbJtEaEkGEKJaN9jCKJSKkgwtV9Ox62eVCwjKcDDrTcS/nlJxCVS04rAqWtTa3dvy9fZJhkCI5i7q725WNdT7nkASjRn8UtvyAUQJp4ULWy27Rs7lQkBCjpOUH/VHIqAGp0BoskzRrecskWkMiiBDFstEeRrFEhHRwoYqeXS+7XEhYhpNBZzru5ZySU6iqBYdVwbLW5taOv7dPMgxSJGdRd3e7srHO5xySYNToj8KWHzBKIC1cyHrZLXo2FwoSYpS0/KA/Chk1IBVag2WSZi1vmURrSAQRolg22sMoloiQDi5U0bPrZZcLCctwMuhMx72cU3IKVbXgsCpY1trc2vH39kmGQYrkLOrublc21vmcQxKMGv1R2PIDRgmkhQtZL7tFz+ZCQUKMkpYf9EchowakQmuwTNKs5S2TaA2JIEIUy0Z7GMUSEdLBhSp6dr3sciFhGU4Gnem4l3NKTqGqFhxWBctam1s7/t4+yTBIkZxF3d3tysY6n3NIglGjPwpbfsAogbRwIetlt+jZXChIiFHS8oP+KGTUgFRoDZZJmrW8ZRKtIRFEiGLZaA+jWCJCOrhQRc+ul10uJCzDyaAzHfdyTskpVNWCw6pgWWtza8ff2ycZBimSs6i7u13ZWOdzDkkwavRHYcsPGCWQFi5kvewWPZsLBQkxSlp+0B+FjBqQCq3BMkmzlrdMojUkgghRLBvtYRRLREgHF6ro2fWyy4WEZTgZdKbjXs4pOYWqWnBYFSxrbW7t+Hv7JMMgRXIWdXe3KxvrfM4hCUaN/ihs+QGjBNLChayX3aJnc6EgIUZJyw/6o5BRA1KhNVgmadbylkm0hkQQIYploz2MYokI6eBCFT27Xna5kLAMJ4POdNzLOSWnUFULDquCZa3NrR1/b59kGKRIzqLu7nZlY53POSTBqNEfhS0/YJRAWriQ9bJb9GwuFCTEKGn5QX8UMmpAKrQGyyTNWt4yidaQCCJEsWy0h1EsESEdXKiiZ9fLLhcSluFk0JmOezmn5BSqasFhVbCstbm14+/tkwyDFMlZ1N3drmys8zmHJBg1+qOw5QeMEkgLF7JedouezYWChBglLT/oj0JGDUiF1mCZpFnLWybRGhJBhCiWjfYwiiUipIMLVfTsetnlQsIynAw603Ev55ScQlUtOKwKlrU2t3b8vX2SYZAiOYu6u9uVjXU+55AEo0Z/FLb8gFECaeFC1stu0bO5UJAQo6TlB/1RyKgBqdAaLJM0a3nLJFpDIogQxbLRHkaxRIR0cKGKnl0vu1xIWIaTQWc67uWcklOoqgWHVcGy1ubWjr+3TzIMUiRnUXd3u7KxzucckmDU6I/Clh8wSiAtXMh62S16NhcKEmKUtPygPwoZNSAVWoNlkmYtb5lEa0gEEaJYNtrDKJaIkA4uVNGz62WXCwnLcDLoTMe9nFNyClW14LAqWNba3Nrx9/ZJhkGK5Czq7m5XNtb5nEMSjBr9UdjyA0YJpIULWS+7Rc/mQkFCjJKWH/RHIaMGpEJrsEzSrOUtk2gNiSBCFMtGexjFEhHSwYUqena97HIhYRlOBp3puJdzSk6hqhYcVgXLWptbO/7ePskwSJGcRd3d7crGOp9zSIJRoz8KW37AKIG0cCHrZbfo2VwoSIhR0vKD/ihk1IBUaA2WSZq1vGUSrSERRIhi2WgPo1giQjq4UEXPrpddLiQsw8mgMx33ck7JKVTVgsOqYFlrc2vH39snGQYpkrOou7td2Vjncw5JMGr0R2HLDxglkBYuZL3sFj2bCwUJMUpaftAfhYwakAqtwTJJs5a3TKI1JIIIUSwb7WEUS0RIBxeq6Nn1ssuFhGU4GXSm417OKTmFqlpwWBUsa21u7fh7+yTDIEVyFnV3tysb63zOIQlGjf4obPkBowTSwoWsl92iZ3OhICFGScsP+qOQUQNSoTVYJmnW8pZJtIZEECGKZaM9jGKJCOngQhU9u152uZCwDCeDznTcyzklp1BVCw6rgmWtza0df2+fZBikSM6i7u52ZWOdzzkkwajRH4UtP2CUQFq4kPWyW/RsLhQkxChp+UF/FDJqQCq0BsskzVreMonWkAgiRLFstIdRLBEhHVyoomfXyy4XEpbhZNCZjns5p+QUqmrBYVWwrLW5tePv7ZMMgxTJWdTd3a5srPM5hyQYNfqjsOUHjBJICxeyXnaLns2FgoQYJS0/6I9CRg1IhdZgmaRZy1sm0RoSQYQolo32MIolIqSDC1X07HrZ5ULCMpwMOtNxL+eUnEJVLTisCpa1Nrd2/L19kmGQIjmLurvblY11PueQBKNGfxS2/IBRAmnhQtbLbtGzuVCQEKOk5Qf9UcioAanQGiyTNGt5yyRaQyKIEMWy0R5GsUSEdHChip5dL7tcSFiGk0FnOu7lnJJTqKoFh1XBstbm1o6/t08yDFIkZ1F3d7uysc7nHJJg1OiPwpYfMEogLVzIetktejYXChJilLT8oD8KGTUgFVqDZZJmLW+ZRGtIBBGiWDbawyiWiJAOLlTRs+tllwsJy3Ay6EzHvZxTcgpVteCwKljW2tza8ff2SYZBiuQs6u5uVzbW+ZxDEowa/VHY8gNGCaSFC1kvu0XP5kJBQoySlh/0RyGjBqRCa7BM0qzlLZNoDYkgQhTLRnsYxRIR0sGFKnp2vexyIWEZTgad6biXc0pOoaoWHFYFy1qbWzv+3j7JMEiRnEXd3e3Kxjqfc0iCUaM/Clt+wCiBtHAh62W36NlcKEiIUdLyg/4oZNSAVGgNlkmatbxlEq0hEUSIYtloD6NYIkI6uFBFz66XXS4kLMPJoDMd93JOySlU1YLDqmBZa3Nrx9/bJxkGKZKzqLu7XdlY53MOSTBq9Edhyw8YJZAWLmS97BY9mwsFCTFKWn7QH4WMGpAKrcEySbOWt0yiNSSCCFEsG+1hFEtESAcXqujZ9bLLhYRlOBl0puNezik5hapacFgVLGttbu34e/skwyBFchZ1d7crG+t8ziEJRo3+KGz5AaME0sKFrJfdomdzoSAhRknLD/qjkFEDUqE1WCZp1vKWSbSGRBAhimWjPYxiiQjp4EIVPbtedrmQsAwng8503Ms5JadQVQsOq4Jlrc2tHX9vn2QYpEjOou7udmVjnc85JMGo0R+FLT9glEBauJD1slv0bC4UJMQoaflBfxQyakAqtAbLJM1a3jKJ1pAIIkSxbLSHUSwRIR1cqKJn18suFxKW4WTQmY57OafkFKpqwWFVsKy1ubXj7+2TDIMUyVnU3d2ubKzzOYckGDX6o7DlB4wSSAsXsl52i57NhYKEGCUtP+iPQkYNSIXWYJmkWctbJtEaEkGEKJaN9jCKJSKkgwtV9Ox62eVCwjKcDDrTcS/nlJxCVS04rAqWtTa3dvy9fZJhkCI5i7q725WNdT7nkASjRn8UtvyAUQJp4ULWy27Rs7lQkBCjpOUH/VHIqAGp0BoskzRrecskWkMiiBDFstEeRrFEhHRwoYqeXS+7XEhYhpNBZzru5ZySU6iqBYdVwbLW5taOv7dPMgxSJGdRd3e7srHO5xySYNToj8KWHzBKIC1cyHrZLXo2FwoSYpS0/KA/Chk1IBVag2WSZi1vmURrSAQRolg22sMoloiQDi5U0bPrZZcLCctwMuhMx72cU3IKVbXgsCpY1trc2vH39kmGQYrkLOrublc21vmcQxKMGv1R2PIDRgmkhQtZL7tFz+ZCQUKMkpYf9EchowakQmuwTNKs5S2TaA2JIEIUy0Z7GMUSEdLBhSp6dr3sciFhGU4Gnem4l3NKTqGqFhxWBctam1s7/t4+yTBIkZxF3d3tysY6n3NIglGjPwpbfsAogbRwIetlt+jZXChIiFHS8oP+KGTUgFRoDZZJmrW8ZRKtIRFEiGLZaA+jWCJCOrhQRc+ul10uJCzDyaAzHfdyTskpVNWCw6pgWWtza8ff2ycZBimSs6i7u13ZWOdzDkkwavRHYcsPGCWQFi5kvewWPZsLBQkxSlp+0B+FjBqQCq3BMkmzlrdMojUkgghRLBvtYRRLREgHF6ro2fWyy4WEZTgZdKbjXs4pOYWqWnBYFSxrbW7t+Hv7JMMgRXIWdXe3KxvrfM4hCUaN/ihs+QGjBNLChayX3aJnc6EgIUZJyw/6o5BRA1KhNVgmadbylkm0hkQQIYploz2MYokI6eBCFT27Xna5kLAMJ4POdNzLOSWnUFULDquCZa3NrR1/b59kGKRIzqLu7nZlY53POSTBqNEfhS0/YJRAWriQ9bJb9GwuFCTEKGn5QX8UMmpAKrQGyyTNWt4yidaQCCJEsWy0h1EsESEdXKiiZ9fLLhcSluFk0JmOezmn5BSqasFhVbCstbm14+/tkwyDFMlZ1N3drmys8zmHJBg1+qOw5QeMEkgLF7JedouezYWChBglLT/oj0JGDUiF1mCZpFnLWybRGhJBhCiWjfYwiiUipIMLVfTsetnlQsIynAw603Ev55ScQlUtOKwKlrU2t3b8vX2SYZAiOYu6u9uVjXU+55AEo0Z/FLb8gFECaeFC1stu0bO5UJAQo6TlB/1RyKgBqdAaLJM0a3nLJFpDIogQxbLRHkaxRIR0cKGKnl0vu1xIWIaTQWc67uWcklOoqgWHVcGy1ubWjr+3TzIMUiRnUXd3u7KxzucckmDU6I/Clh8wSiAtXMh62S16NhcKEmKUtPygPwoZNSAVWoNlkmYtb5lEa0gEEaJYNtrDKJaIkA4uVNGz62WXCwnLcDLoTMe9nFNyClW14LAqWNba3Nrx9/ZJhkGK5Czq7m5XNtb5nEMSjBr9UdjyA0YJfO/opwAYiPDdcCHrZbfo2VwoSIhR0vKD/ihk1IBUaA2WSZq1vGUSrSERRIhi2WgPo1giQjq4UEXPrpddLiQsw8mgMx33ck7JKVTVgsOqYFlrc2vH39snGQYpkrOou7td2Vjncw5JMGr0R2HLDxgl8N0opRdSAQAirhFDg14sFAAg4hrBp4iF0loDAjEMYiAAaA2HsmtZRk+cnsN3w4Wsl92iZ3OhICFGScsP+qOQUQNSoTVYJmnW8pZJtIZEECGKZaM9jGKJCOngQhU9u152uZCwDCeDznTcyzklp1BVCw6rgmWtza0df2+fZBikSM6i7u52ZWOdzzkkwajRH4UtP2CUwHfQWh8+37r6BResEePMk/zrD5/JsLUXXXGRuWacncX3P/KElMq54sILD7F4oR48/sSpJzgiPOXfvP1lUukP//VdGgHh/40LWS+7Rc/mQkFCjJKWH/RHIaMGpEJrsEzSrOUtk2gNiSBCFMtGexjFEhHSwYUqena97HIhYRlOBp3puJdzSk6hqhYcVgXLWptbO/7ePskwSJGcRd3d7crGOp9zSIJRoz8KW37AKIHvsJDqjTcfrdz60rsffPxy+9CnBt84cWb2P//Qy+996NSlhw/dFjzyueGxX3j3zfFCaaWjePHBv/pqeHqeO3zoF96T/9jf3zsYPbJGDPgOXMh62S16NhcKEmKUtPygPwoZNSAVWoNlkmYtb5lEa0gEEaJYNtrDKJaIkA4uVNGz62WXCwnLcDLoTMe9nFNyClW14LAqWNba3Nrx9/ZJhkGK5Czq7m5XNtb5nEMSjBr9UdjyA0YJfIeFVG8qXH1r/urOX975rluvPfbYk/c8+Pi7br3ug3/11VvyR4mBH/3M3Y1K/nN3HIuFfNtrnf/zo3fc/8iZNxWuueWmq1p/eseps5FhIHwHLmS97BY9mwsFCTFKWn7QH4WMGpAKrcEySbOWt0yiNSSCCFEsG+1hFEtESAcXqujZ9bLLhYRlOBl0puNezik5hapacFgVLGttbu34e/skwyBFchZ1d7crG+t8ziEJRo3+KGz5AaMEvsNCqu9/5dH3vvn6R048eclFmT/7zN2PP8HfV37FY4/Pjlxgffr2Bz73pYfe/55XmmvG2ppx/PFzv/Oxr5ydifdtvOLkmegjn7rLMBC+Gy5kvewWPZsLBQn9P+zBCXiT150w+v//HL16JXnDNrLMaiO2CBQgGBBBceJsZCG7ZeokTZymdfpNS1q5qTudzu3MdL6ZdvrRxuqMp4u7OmnilsjZ65ClSaijYAJmFZYAsRmEFxnvlnT0vuecSzJDrx2TTDV3Ht/n+uH3UxXq84cCwZiqEJgSUoLJSOu2lJiMVEpICyIkU7ymvj2Z4ogwNZgm3E6r1+NgGoeJMNLWEA232Oxldle10BlMF6rFVFG11d/cSs0qTCEeTzY11laWl7IEg3SoCgkEYz5/SFUoTKJzsdFVdENJ0Q+f3VNWMnfVooL3DkavWz3vJ8/vXzIvd9OGBb9+9fDmG5e+3d4ZiQ7WfKbk1feOHzs7sKV89W9aDnec7KOUwKUwjXs9DrfTyjQBaVIV6vOHAsGYqhCYElKCyUjrtpSYjFRKSAsiJFO8pr49meKIMDWYJtxOq9fjYBqHiTDS1hANt9jsZXZXtdAZTBeqxVRRtdXf3ErNKkwhHk82NdZWlpeyBIN0qAoJBGM+f0hVKEyic3HL+uK7rlnY9GZ49dKCGZmmtsPn7r5m0fM7IkWFWVcU5/361cOP3rH88Mnz0djoPaWLnnkjlJ1pXOeY9cNn9yRTHBEuiWnc63G4nVamCUiTqlCfPxQIxlSFwJSQEkxGWrelxGSkUkJaECGZ4jX17ckUR4SpwTThdlq9HgfTOEyEkbaGaLjFZi+zu6qFzmC6UC2miqqt/uZWalZhCvF4sqmxtrK8lCUYpENVSCAY8/lDqkJhEi7ksuK8m9cVA8DQWOrtPacB4O5rFxIkY0ntvf1nz/SO3FW6sCAvQ+cieLxv35GexytWB0/2vbQjQimBT8A07vU43E4r0wSkSVWozx8KBGOqQmBKSAkmI63bUmIyUikhLYiQTPGa+vZkiiPC1GCacDutXo+DaRwmwkhbQzTcYrOX2V3VQmcwXagWU0XVVn9zKzWrMIV4PNnUWFtZXsoSDNKhKiQQjPn8IVWhcClcSF0XgIAABkoAQNMFICAApYQgajqXEgDhgsVzZzyyydn42uETZwcpJfAJmMa9HofbaWWagDSpCvX5Q4FgTFUITAkpwWSkdVtKTEYqJaQFEZIpXlPfnkxxRJgaTBNup9XrcTCNw0QYaWuIhlts9jK7q1roDKYL1WKqqNrqb26lZhWmEI8nmxprK8tLWYJBOlSFBIIxnz+kKhT+X6MEKSUpjcOnYhr3ehxup5VpAtKkKtTnDwWCMVUhMCWkBJOR1m0pMRmplJAWREimeE19ezLFEWFqME24nVavx8E0DhNhpK0hGm6x2cvsrmqhM5guVIupomqrv7mVmlWYQjyebGqsrSwvZQkG6VAVEgjGfP6QqlD4nyAlIMKnYxr3ehxup5VpAtKkKtTnDwWCMVUhMCWkBJOR1m0pMRmplJAWREimeE19ezLFEWFqME24nVavx8E0DhNhpK0hGm6x2cvsrmqhM5guVIupomqrv7mVmlWYQjyebGqsrSwvZQkG6VAVEgjGfP6QqlCYKkzjXo/D7bQyTUCaVIX6/KFAMKYqBCaSUsKHEBE+nZASJBCC8BeQEkxGWrelxGSkUkJaECGZ4jX17ckURwQpAUACICJ8OiEkIiAi/MW4kABACTJNuJ1Wr8fBNA4TYaStIRpusdnL7K5qoTOYLlSLqaJqq7+5lZpVmEI8nmxqrK0sL2UJBulQFRIIxnz+kKpQuBQJoOtCSgkIlBBKkHPJhQAAQtBAiZBS1wUAIKKB4gXwX2Ea93ocbqeVaQLSpCrU5w8FgjFVITAOQVQMhBAEAKZxISR8AillYX6GgZKzsVGQgAifTkowGWndlhKTkUoJaUGEZIrX1LcnU5wQUOgFyIVkKR0AEeGSCMLcgqwxpvUNJBAR/jJXFOWldH787GBKl26n1etxMI3DRBhpa4iGW2z2MrurWugMpgvVYqqo2upvbqVmFaYQjyebGmsry0tZgkE6VIUEgjGfP6QqFCaREhQDWTA7OydDTemis2e4fzg5Z2bmrJmZADI2kOjsGcmyKPY5M4wGMhJPneoaTqY4Inw6pnGvx+F2WpkmIE2qQn3+UCAYUxUCF+lcXO2cvfnGpYNjLMH0bW+FT3cNcykREBEIopQSEClBTReE4D3XLjQZlXf2drpXzHlnb2ffYIIgGigRQgopDZTAOFKCyUjrtpSYjFRKSAsiJFO8pr59NKHZ5+RU371CCAkAOw+de2v3aaZxISQiGigCoq4L+SHItCgP3uI43TX85u7TUoKUEhENlEgphbwAJEiFUgDQuZBSIqKikC3lqwZH2VOvdWi6cDsLvB4H0zhMhJG2hmi4xWYvs7uqhc5gulAtpoqqrf7mVmpWYQrxeLKpsbayvJQlGKRDVUggGPP5Q6pCYRIuZH626YkH1qR0IYVMpvSfv3zwDvfCNVfYOntGbHmW37QcNlD80r2rjp0dKMjN2BPubn7nmJSACJ+CadzrcbidVqYJSJOqUJ8/FAjGVIXARToXG11Ft7oW/Pj5/aMJbWCEmYzk5rXFlOC5vrGu86MzMk3xpHaqa2iNo/DEucFZ+RmZFmNOhnrPtYve2XsmeKLPrBp2HuqaX5g115q5J9yT0jgiwkekBJOR1m0pMRmplJAWREimeE19+0hCW27P/9J9K3/zh8PFs3Kuu2ru957aNSNT3XDl7IER9nZ7ZzLFr1kxZ441M57UjnYOFORZus+PHTszWLZ63nxb1smuofcOROdYM215ltn5mYTg9l2nKMFrV80tyLUc6ez/oKP7i/esGBxlT73WoenC7SzwehxM4zARRtoaouEWm73M7qoWOoPpQrWYKqq2+ptbqVmFKcTjyabG2sryUpZgkA5VIYFgzOcPqQqFSbiQM3PMTzxQ8s7eMymN3361/Ufb9m50FeVkqi2Bk5+/0/mH90+MJrQHNl7xi5cPXV8y32gg/+7fz4VEBESET8A07vU43E4r0wSkSVWozx8KBGOqQuAinYub1hZtvnHp3iM9Z3tH3vzgdPn1i9c5ZkWig6uWWF/acdw+d0ZsYGx726knHli7feeJosLs/Bzz6e7hOzbY39l3pqtv7M5r7E/+vv2mNUWZZuVnLxzkQiAifERKMBlp3ZYSk5FKCWlBhGSK19S3jyS05Qvyt3hW7QyeK8zLGEto7+4789Cty/ZHYovnzjh5brizZ/iG1fPaj/Tcsn7BCzuOrXEUHuscAADX8lkfdHSXrprzxq5TBgO565pFweOxpUV5r+08eaRz4MqF+QB43aq5P33hwI1r548mtKde69B04XYWeD0OpnGYCCNtDdFwi81eZndVC53BdKFaTBVVW/3NrdSswhTi8WRTY21leSlLMEiHqpBAMObzh1SFwiRcyPwc09cfWGs0EIOBdJ8f++kLB+4qXXi1c/bgKMs0Kf/+/D7VaHjcs7qnfyw/2/TWntMvt54wGamUkEjpQki4FKZxr8fhdlqZJiBNqkJ9/lAgGFMVAhfpXNy8tuiuaxe99KdI70D81LmhxyuuOnp2cNtb4e98wb3vSE/xnJzu82Pbd578+oPrXt91csGsnJxM45sfdH7hLqdv296hEfb1B9cePzu4cO6Md9o7d+w7a6AELpISTEZat6XEZKRSQloQIZniNfXtIwlt+YK8L5df1dk9vHBuzrOvh3UuHtnkPBCJFeRaYoPxg5HYdVfNPRDpW7nQ+qs/BB+8xdHZPTy/MPtE7S35lwAAIABJREFUdPC320OPb77KaKDR2MiKRQXff3rXY/esGB7TXmqNlF01d25B1vIFM3/8/P7SlXPGktpTr3VounA7C7weB9M4TISRtoZouMVmL7O7qoXOYLpQLaaKqq3+5lZqVmEK8XiyqbG2sryUJRikQ1VIIBjz+UOqQmESLuTMHPPX7i95a/fpSHSw5jMlLTtPzrFm5mQYn3qto+r25VLK3aGee65dVN+8b8m83Nuvtr8aOH71lbMTSf3ZN8Ld/aOUEJiEadzrcbidVqYJSJOqUJ8/FAjGVIXARToXt7iKblpb/INn94zEU4jw5fJVo4nU622n/+q+lTv2nimenSOkfP/guc/d4fz9W0cWzsnJyTS+ubvzr+5Z+fTrHXvDvfdcu+iOa+yxwcQPnt19fjBJCMJFUoLJSOu2lJiMVEpICyIkU7ymvn0koS1fkP+/7l3xb9v2rXfOss/J2Rns3rRhwba3wj0D8XhSdy6cefvV9rOxkfcORA9G+ryVq09EB2fPzIwntGfeCH2pfFVPf3xolDkXzvzBs3seu/PKoThLaWJpUd6OvWfuvW7xL189VLpyzlhSa2zp0HThdhZ4PQ6mcZgII20N0XCLzV5md1ULncF0oVpMFVVb/c2t1KzCFOLxZFNjbWV5KUswSIeqkEAw5vOHVIXCJFzImTnmv35obfBEXzQ2enfpot+9deSK+blFs7Jfe//krVcvONs7cuhE30O3Lmt+51hRYdayBfl1v2uPJ3VAGEtoQki4FKZxr8fhdlqZJiBNqkJ9/lAgGFMVAhfpXFy7as4DtyzrHYgnU/ozr4fmF2RV3nzFyFhq5gyz/52jmi4qbljSO5BQjfS5t48snJ2bnam8+Kfj3s+sJoj1/n0KJX/3+as/6Oj+xcsHARDGkRJMRlq3pcRkpFJCWhAhmeI19e0jCc1RlPe5Tct/8sIBxUC+eM+Kl1uPl1xhy8sxJ5L6+4fOGSjeXbroTGxEVegbH5y62jn7aOdAbCD+mZuWjiY0RHyq5fCS+blO+8z65n0P37p8eCzVfX7srmsX9vbHZ2SpT78WWu+cFWfa7986ounC7SzwehxM4zARRtoaouEWm73M7qoWOoPpQrWYKqq2+ptbqVmFKcTjyabG2sryUpZgkA5VIYFgzOcPqQqFSaSUGSbljmvsBXkZOheHj/e9H+xyLSssucImhOzuj7/5waksi/HuaxcRxLGkFjgYDZ/qh48QgvAJmMa9HofbaWWagDSpCvX5Q4FgTFUIjEMIGg3UQBEAEkznQs6cYTZQ8tjdK/aEul8NnJg1MyOZ4mMJTUhJ8AJIaSIn05hlMZ7rG7PlWr7x2TW/f+to4FDUQAmMIyWYjLRuS4nJSKWEtCBCMsVr6tuTKU4JGgxE04WUUlWoxgVFLJyZISX09I89dKsjy6K+tfv0Q7ctaz0QbXn/BEHUdJGbbcrNUnv642NJTaGEENR0oRiIlKBzYcuzcCGHRlOcC0IQAHQumCbcTqvX42Aah4kw0tYQDbfY7GV2V7XQGUwXqsVUUbXV39xKzSpMIR5PNjXWVpaXsgSDdKgKCQRjPn9IVShcipSg6VxKAARK0ECJzgXnEhAQQaFEStB0AQgIQCmhBOG/wjTu9TjcTivTBKRJVajPHwoEY6pCYCIpJXwEEQGAC2mg5IGNS4+eGWw71IUIgICAiCAlXIAIQkqQICVcuWjmNSvm+N8+GhtKUIIwjpRgMtK6LSUmI5US0oIIyRSvqW9PpjgiSAmIcIGUgAhSgpQSLkBw2me6V8whCOeHk2/uOj0wkkSCCCCkBAmIgIgSACQggpRwASIIIQEBARFBSrgAEZgm3E6r1+NgGoeJMNLWEA232Oxldle10BlMF6rFVFG11d/cSs0qTCEeTzY11laWl7IEg3SoCgkEYz5/SFUoTBWmca/H4XZamSYgTapCff5QIBhTFQJ/AUJQfgg+HSEIEriUCB8nJZiMtG5LiclIpYS0IEIyxWvq25MpjgifQghpMBADJSzFpZSEIPx3MU24nVavx8E0DhNhpK0hGm6x2cvsrmqhM5guVIupomqrv7mVmlWYQjyebGqsrSwvZQkG6VAVEgjGfP6QqlCYKkzjXo/D7bQyTUCaVIX6/KFAMKYqBP4CEgDhLyIlIMJkUoLJSOu2lJiMVEpICyIkU7ymvj2Z4ojw6aSECxDhU3AhCV4An4Jpwu20ej0OpnGYCCNtDdFwi81eZndVC53BdKFaTBVVW/3NrdSswhTi8WRTY21leSlLMEiHqpBAMObzh1SFwkRSAoCEDyEifAopQUhJCcJfhmnc63G4nVamCUiTqlCfPxQIxlSFwKUIKTVdIHzIQAkS1HUhpEQASggS4FwighBSwocQwGAgBBE+gZRgMtK6LSUmI5US0oIIyRSvqW9PpjgiTCYlaDqXAAhAKaEE4RNIAAPB3GzT8FiKaRzhEzFNuJ1Wr8fBNA4TYaStIRpusdnL7K5qoTOYLlSLqaJqq7+5lZpVmEI8nmxqrK0sL2UJBulQFRIIxnz+kKpQmMhAiYESQpBzwTQOn0BKmWkxFuZZTveMaJpAhP8S07jX43A7rUwTkCZVoT5/KBCMqQqBSYSUc61ZN68rUgxkJJ5670C0byixcV1xYX4GAOw/1nu2Z2SNo7BnYGzFQitcgMC5fO39k509wwBgoIQQhImkBJOR1m0pMRmplJAWREimeE19ezLFEeFjpJSZZuMmtz07w5hg+gcdXUc7B6QEXUgAMFBEQCGEBBBSIsCsmZmf27T85feOH4r0UUooQbgUpgm30+r1OJjGYSKMtDVEwy02e5ndVS10BtOFajFVVG31N7dSswpTiMeTTY21leWlLMEgHapCAsGYzx9SFQoXSQmKAR+7Z+XcgszRhHb0dH/zO8dSupBSEoIIQAhyISkhEqSm85WLCm5ZV9y4/fDiubmqQt7dd1ZKMFAEQC4EJXgBjMM07vU43E4r0wSkSVWozx8KBGOqQmASnQvX8lmP3uncvvPkFUX5Bkp+/YdDX928+kTX0OHj58/2jsycYam8eemLOyKFMzOuWTFnLKHtCXXvDJ4zq0pulul093D/cBIRxpMSTEZat6XEZKRSQloQIZniNfXtyRRHhI8RQs6yZnzr4fU7D52bkaXOK8j63lO7CMHiWdlCwPHooM5FXraJEpKXbToRHczONH6tsuS320One4bNqtJ9fgwuhWnC7bR6PQ6mcZgII20N0XCLzV5md1ULncF0oVpMFVVb/c2t1KzCFOLxZFNjbWV5KUswSIeqkEAw5vOHVIXCRVKCUSHfqnIdPTPw5genU5oYTaRcywoXz809fm5oLJHq7B5Zbs/fd7Q3O0OdZ8uKxkZXLJzZcep81e3LLSbltZ0nAHDvkR5NF2sdhcETfeeHEogIFzGNez0Ot9PKNAFpUhXq84cCwZiqEJhE52Ldsln3b1z6mz8cLllaWDjT8lTL4S+XXxU+3b/vWO/J6JCjOO8zNy39wTN7us6PPfHgmt7z8V+8fGjDitmbb1jaOxjfFex6P9hFEMaTEkxGWrelxGSkUkJaECGZ4jX17ckUR4SPEULOmpnxjc+u3bH37Mxcc16W6acvHNjoKirMy5g9M/NAJNZ2uKv6riu5kNYZll2Hz/1xz+m/Kr/q3b1nVi0uOHCs940PThNEmIRpwu20ej0OpnGYCCNtDdFwi81eZndVC53BdKFaTBVVW/3NrdSswhTi8WRTY21leSlLMEiHqpBAMObzh1SFwkVSglEh33xoHSF4IjoUOBg1q4bqe1Yc6RxYMCunKza6fdfJqtud//bc3gWzcq5fM//ND05t2mB/9o3QfWWLM0zK67tObVxX/ObuUwMjrPKmpU82tff0xwlBuIhp3OtxuJ1WpglIk6pQnz8UCMZUhcAkOhdrHIVfundl/0gy06z89IUDnT0j3/jsOi5EV9/YaztP5maZ7t+49Mmm9t6BuLeypLc//utXgzesme+5Yckrrcc/6OgeHkshwnhSgslI67aUmIxUSkgLIiRTvKa+PZniiPAxQsjCmRnfqlrf2z9moETT+c9fPqgY6LyCrPXOWSaj4ZX3jj92z4rGPxzOzzFfd9Xc3/zh8OfvutKiKpHoQMOLB1OaQITJmCbcTqvX42Aah4kw0tYQDbfY7GV2V7XQGUwXqsVUUbXV39xKzSpMIR5PNjXWVpaXsgSDdKgKCQRjPn9IVShcJCUYFfLNh9f1Dyf3dPQcjw66lheucRT+Xw2BihuW2GflbG87+dBty3+0bW/xrJyb1s5/a/fpu65Z+INnd9++wW4y0h83H3j4tuVzCzLPDydVhfzshUMSJIzDNO71ONxOK9MEpElVqM8fCgRjqkJgEp0L1/JZm29c8lRLx93XLjpxbnB726mv3b/mtZ0n39x1SjHQDStmb75xyZNN7b0DcW9lSW9/vLHlcJbFuMZhu2PDwv2R3qbXwxIB4f8hJZiMtG5LiclIpYS0IEIyxWvq25MpjggfI4ScZc34+v1rf/bigZF46m8edr3ednLxvNxEimeaDAZKXt154uHblv/Yv2+2NevW9cXPbO945A6nlJBgev1z+wZHGSEIkzBNuJ1Wr8fBNA4TYaStIRpusdnL7K5qoTOYLlSLqaJqq7+5lZpVmEI8nmxqrK0sL2UJBulQFRIIxnz+kKpQuEhKMCrkW1WuQ8djrwZOCiGuL5l/09r5P27ef4trQYZZaXn/xGN3r2x6K7R4Xu6Sebmv7zp1d+miHzy7e9MG+8wZ5p++cGCONevL5asMBvL0ax2Bg1EDJTAO07jX43A7rUwTkCZVoT5/KBCMqQqBSXQu1jtn3b/xiu81frB8Qf691y3+6YsHHr5tWZLxMz3Dh4736UI+fJvj/zy9u2cg/vUH1/acH/vVK8F1y2ctnT9j8fy8sz0jv3o1KCUgwp9JCSYjrdtSYjJSKSEtiJBM8Zr69mSKI8LHCCFn5Wd8+9H1p7uHuZAWk/LijmObb1za3T+WY1ElwMvvRR6948p/e27vHGvWbVcvaPzD4c/ffeVrO09et2ru6e7hp7d3CAkIH8c04XZavR4H0zhMhJG2hmi4xWYvs7uqhc5gulAtpoqqrf7mVmpWYQrxeLKpsbayvJQlGKRDVUggGPP5Q6pC4SIpQTHgVzeXFOZnDI2xI6f73z/U9dg9V6oKNRsNJ7uGGlsOf+HuFYV5lqHR1NBoMnDw3G0bFvzrtr0rFxfcf9PSt9vPvPLe8a9svqogN+Nfnv6gpz9OCcI4TONej8PttDJNQJpUhfr8oUAwpioEJpFS5maZ5hZkHT0zYKBk0dwZZ3tHbHmWGVkmgniub7RvMFFUmH3s7ABL8UVzZyRTvLN72JZnWeOwpTS+90hv/zBDhPGkBJOR1m0pMRmplJAWREimeE19ezLFEeFjJIBqoI4FeRkmRePiVNdQT3/8ivl5i+fldp0fHRxNxQbi821ZJ84NmVVDQa6ls2ekeFZ2Z89ItsU4I1M9emZA4wLh45gm3E6r1+NgGoeJMNLWEA232Oxldle10BlMF6rFVFG11d/cSs0qTCEeTzY11laWl7IEg3SoCgkEYz5/SFUoTKQYiGKgBIELGU/qWRbFbFKuXz2vqDDb9/t2SjAv29w3lBBCCikNlGgaRwRbfkYiqY/EU497roozreGlQ1ICIozHNO71ONxOK9MEpElVqM8fCgRjqkLgUoSQuhAKpRKkrgsDJVxIISUAUIKEoM6FQikiaLpABAMlQkguJAAQgpQgTCQlmIy0bkuJyUilhLQgQjLFa+rbkymOCJNJCZrOJQACUEooQZ0LAJASLqAUOZcGilICF9JAUeeSUhRCSgkGA4ELJCDCeEwTbqfV63EwjcNEGGlriIZbbPYyu6ta6AymC9Viqqja6m9upWYVphCPJ5saayvLS1mCQTpUhQSCMZ8/pCoUJpISACR8CBFBSqlxUXbVvDkFmS+8G0lpHAAQEQAQQUpAhAuEkBfk55grbliy63DXvqMxShEmYhr3ehxup5VpAtKkKtTnDwWCMVUh8D9HAoCUqtHAueBCwjhSgslI67aUmIxUSkgLIiRTvKa+PZniiPA/CxEpQSklFxLGYZpwO61ej4NpHCbCSFtDNNxis5fZXdVCZzBdqBZTRdVWf3MrNaswEdc56JyoCiLCR7img6aDYqCKAQA404BzQAREMFBqoEJIyVIgJSACIcRoQES4FB5PNjXWVpaXsgSDdKgKCQRjPn9IVSj8BfACACElfCpEIIhcSCGkkJIgEoJwEdO41+NwO61ME5AmVaE+fygQjKkKgYmkBET4JDoXhCBBhE+w5grbfFvWBx3dnT0jhCBcJCWYjLRuS4nJSKWEtCBCMsVr6tuTKY4IfyYlAALCpXEhAYAShE8mpCzMy7hm5ZwZmeqO/WeOdg5SgvARpgm30+r1OJjGYSKMtDVEwy02e5ndVS10BtOFajFVVG31N7dSswrjCJ3fUHbVdRuurP/FK7HYIKGE6/zm61c/WFHmfznw6usfGAz0Cw/d4nYt03Xe2zf0+xf+tHfv0dlzZ371sbtnz8rXNP7+7tC2F/40OhpHQmASHk82NdZWlpeyBIN0qAoJBGM+f0hVKPxlJADCf01KkFIWzcpeOGfG2d6RY2cHEf4T07jX43A7rUwTkCZVoT5/KBCMqQqBcRDBQInOhZTwMVJKo0Kd9plne0d6B+KICBMJKWdkqo9sWn6kc2B3R/f5oQQiwkVSgslI67aUmIxUSkgLIiRTvKa+PZniiPBnBkqklFxImERKWDRvhoHikdMD8MkkgNFAigqz7752of+dYyeiQ5QgfIRpwu20ej0OpnGYCCNtDdFwi81eZndVC53BdKFaTBVVW/3NrdSswjg8pX2j5jNf+sIdt3q+HQ6fRkrMJvXpn9bee8fVf/zT/rvu/w4X8rVt37HZcp/d9o57/fIrlxU/8qUn+/qH33zhn3cEDp3rOv+5Bzb+/fd/6/vxC9RAYRIeTzY11laWl7IEg3SoCgkEYz5/SFUoTCSE1LhAAEAwUIKAms4lAAJQShCAC4kIXEj4CAIoBoKIcJHOxX1li/OyTe/sPXOqaxjhPzGNez0Ot9PKNAFpUhXq84cCwZiqELhI52LR3BkPbLziqdc6TkSHCEEhJCFooERIyVJ8Zo75G59d+/quU+/uOwOAICWlhCDoXFKKXEhbrqXq9uU9/fGReOr5d48pBgIXSQkmI63bUmIyUikhLYiQTPGa+vZkiiPCBVKCYsC/um9Vx8nzr+86BQBSgpTSQAkhqOnigi/cvSLDpPz0hQMaF1JIRDRQIuSHKEEuJCV4gcbF1c5ZS+bmNr0VFgIQ4T8wTbidVq/HwTQOE2GkrSEabrHZy+yuaqEzmC5Ui6miaqu/uZWaVRiHp7QnvlLxxc/dduf93zlypBOkXL16yW/+/Ym23aFbblxT8bnv7tl/bPtz/7snNvDQI9/Lnpnzxxe/e/xk9w///Xl/47e+/d2nXn97354//uiZ5ne++Q+/JoQgwsfweLKpsbayvJQlGKRDVUggGPP5Q6pCYRwu5JJ5uddeNZcSHBhhO/adiSe1O9wLszOMALA71D2a0BxFebHB+MrFBZxLQjCe1FreP9l1fowQMFBCELmQJVcUXGm39g0ltredEkIiwgVM416Pw+20Mk1AmlSF+vyhQDCmKgQu0rlYVpz/v+5b+ZPnD1hUg0k1LJ6Xe7JrKHAgmpdtumHNfIWSVUusz797rONU/y3risyq8qcDZ4dHWckVtt3hnsLcjNxsdfG83OwM4/4jvTv2nzVQAhdJCSYjrdtSYjJSKSEtiJBM8Zr69mSKI8IFUoJRIX9btb79SE/gYHTJ/Nxsi7Eg1/J2+5mu86PXl8yflZ8xx5o5OMoaXjy4crF19RJb1/mxd/Z2XlGUp1By+OT5tcsKDx/v6x1MqEZaeePS/cdi+4/1GiiBi5gm3E6r1+NgGoeJMNLWEA232Oxldle10BlMF6rFVFG11d/cSs0qjMNT2hNfqfji52678/7vHDnSCQB/XbN508Z11d5//d0vv/nK9l3/8P3fbn/un/rOD332iz8QnP/iX71XLl/w9W//4rc/+3oqpSmKIXru/Oe/4jty7AyhFCbh8WRTY21leSlLMEiHqpBAMObzh1SFwjg6FxvXFd9btviV945f7ZwVG0y89KfINz67dtfhrpNdw6e6hh3FeRvXFfnfPrpw3ozrVs2Lxkbaw727OrryskyZZuXEuaHhMYaIC2bnlCy1FeSaG146pOkCES5gGvd6HG6nlWkC0qQq1OcPBYIxVSFwkc6Fozj/sbtX/OrVQ5s22PNnmLvPjxUXZtf791931dxF82aci406F8585vXQsuJ8SnAkkZpvy/7NHw4/dNuyoVE2M8f85u7Te4/0ZFmM/cNMSgnjSAkmI63bUmIyUikhLYiQTPGa+vZkiiPCBVKCUSF/8/C6PaGezp7hL9236kjnwKz8jEh0MHSqv+LGJaFT/csX5O872tMW7H7wFscHHeeuWmzb1dEVG4xX3Lg0cmYwN0v92QsHB0aZgaJCaUrnMBHThNtp9XocTOMwEUbaGqLhFpu9zO6qFjqD6UK1mCqqtvqbW6lZhXF4SnviKxWPPXLrLZ5vnwqdNuVlt/z+H2cX5r7y+geb77m282xvxee+++v6r/WdH3ro0e8Rs/ratn8kgN/+3tO/++U3m195b87smfPnWD/z6L+cPdtLDBQm4fFkU2NtZXkpSzBIh6qQQDDm84dUhcI4Ohc3ryu6xbWg4cUDmzbYdSFebj3+tfvXvHfgbOhU/4lzgxuunLNxXdE//rqNpfS/f3TDzsPnnn/n2C3ri2+7uri7L75j/9m9R3oMlCyaN2OeNevomYGzvaOI8B+Yxr0eh9tpZZqANKkK9flDgWBMVQhcpHPhKM5/7O4Vv3o1uMm94Fjn4Nt7T3+rav3LrcdvdRW9tefM7o6uv/7sugPHYy5H4cAoS6b0WfmZP9q2d35h1lcqVgdP9Pl+t3cskUKCBBEmkhJMRlq3pcRkpFJCWhAhmeI19e3JFEeEC6QEo0L+5uF1e0I9nT0jD9++7Lu/aXOvmOsozhscYRaz4cmm9kfvdKoKjfaObnLb9x3rLS7MOdLZ3/RG6Gv3r1mxyPqzFw683X5GMRAAkBIQ4WOYJtxOq9fjYBqHiTDS1hANt9jsZXZXtdAZTBeqxVRRtdXf3ErNKozDU9oTX6mo+fK93/zOr08cO5tfkPuzusffDRw6F43Nn19447UrH/nyk1985DazSf3nHzZdd82K2sc9X//2zwO7Qq/+7h9q/+4X+4MnA69t/UH98//y5O+JgcIkPJ5saqytLC9lCQbpUBUSCMZ8/pCqUBhH5+KmtfMf2LisfzhhUg11Te2jidTfPbohNhDvOj/6auDE0qK8W13F/9y4S9P531at39XR9eKOyL1li69fPe+FHZG9R3riSR0ROJdCSoJIKcJFTONej8PttDJNQJpUhfr8oUAwpioELtK5cBTnf/Gelb985dAm94Lwqf7WA2e/+bDrxR3Hbl5bdPTM4KHjsUfvcO7Yd3bdssJDx2Nth7sJ4rm+sc03Llm9tEDn8ifP7z8eHaIEYRIpwWSkdVtKTEYqJaQFEZIpXlPfnkxxRLhASjAq5FtV6/aEek53jzx0m+N7jbvcK+deUZQX6x8rmpXT2HJ4841LB0fZqa6hW1wLGlsOjyZSw2Mpk5H+1b2rcrLUfUd7nmrp0LlEhEtimnA7rV6Pg2kcJsJIW0M03GKzl9ld1UJnMF2oFlNF1VZ/cys1qzAOT2mfe/jWJ//psZSmDw6NHo2cNZvVB77w/d5TXTb77Def/+6LLe8XzS24+/arWUobGYn/8rdv/NtPXiwqnvW7X37zn37Q9NwLf/ptwzdm5mff9/A/j8WThCBMxOPJpsbayvJSlmCQDlUhgWDM5w+pCoVxdC5uXld005qip7d3PHiLY2fw3O5Q9zc+u+5XrxzaHepWDPTW9cU3ry3658Zdms7/tmr9ro6ul/90fEaW6l4xe+O6BW/uPv3Ke8cVA4FLYRr3ehxup5VpAtKkKtTnDwWCMVUhcJHOxdL5eVW3L396e8dGV1HkzODO4DnvZ0r87xydbc24y73o/FDCZDT43z1aMMNy3VVzY0OJrr7R/Ud7PTcuef7dyI0l82ND8WdeD4FERPgYKcFkpHVbSkxGKiWkBRGSKV5T355McUS4QEowKqSmsmTvkZ5obHTzjUvrfte+3jl78dwZf9zT+cim5UJKzmXHyfNvt3c+crvTYECm8XfazxTPys7LMrUf6fFcv6ThpYORs4MGSuBSmCbcTqvX42Aah4kw0tYQDbfY7GV2V7XQGUwXqsVUUbXV39xKzSpMZDBQk6oQQgCAC6HrnDENAKSUZrMKAFJKo2JAxFRKH4snEcFgoCbVmErpmq4bFYPRqMQTTEoJk/B4sqmxtrK8lCUYpENVSCAY8/lDqkJhHJ2LW9YXb1xX/Pc/f//2q4vXOAobt3d8+b5V0dhoT//Y3nCPNdey0VX8j7/aqen87z+/YWfw3AvvRm4omTfbmrlikXV3R/e2Px4xKhQuhWnc63G4nVamCUiTqlCfPxQIxlSFwDgE0WAgui4oRSGl4FJRqK4LKaU1z6JpYiSeEkIKKQtyzRlmY2wwnmScEGQp3WAgBkKYxuFSpASTkdZtKTEZqZSQFkRIpnhNfXsyxRHhzxQDFUJICQYD0TROKBLElCZmZBktqtI3lJASNJ2rRsOsmRmaxnsHEoQg50LnwqQadF1wIeETME24nVavx8E0DhNhpK0hGm6x2cvsrmqhM5guVIupomqrv7mVmlWYSH4I/hMCAiAifERIifAhKeFDCAiICBcIIfFDIC8AIIhwKTyebGqsrSwvZQkG6VAVEgjGfP6QqlAYR0pZkGux5lq5NyDLAAAgAElEQVTCp/uzLMaiwuzOnuH5BVmZFiMinukZjif1gjzLkc5+KWBJUe7AcLKrb2yuLXP1EttIIrU31DscZ4gIl8I07vU43E4r0wSkSVWozx8KBGOqQmAiKQERpARAQAApAREuEEICAgIiwgVCSADAD4GUgAhSwgWIcElSgslI67aUmIxUSkgLIiRTvKa+PZniiPBnUgIgIICUgAgSACQggpASJCAiACCClCClBABCUEq4ABGkBET4FEwTbqfV63EwjcNEGGlriIZbbPYyu6ta6AymC9Viqqja6m9upWYVphCPJ5saayvLS1mCQTpUhQSCMZ8/pCoUJuJCCiEVAxFC6kIYCNG5kPAhA0FAFEIqBgIAmi4IQUqQCymEBABKkSDCJ2Aa93ocbqeVaQLSpCrU5w8FgjFVITAlpASTkdZtKTEZqZSQFkRIpnhNfXsyxRFhajBNuJ1Wr8fBNA4TYaStIRpusdnL7K5qoTOYLlSLqaJqq7+5lZpVmEI8nmxqrK0sL2UJBulQFRIIxnz+kKpQmCpM416Pw+20Mk1AmlSF+vyhQDCmKgSmhJRgMtK6LSUmI5US0oIIyRSvqW9PpjgiTA2mCbfT6vU4mMZhIoy0NUTDLTZ7md1VLXQGHyGIEv7/zWg2lT/0/eef2wFmFaZSPNn0zDcrPdemEgzSYTSSwKHYk9s6VIXCVGEa/9rmZe4rramUgDQZFep7ruO9QzHVSGBKSAkmI/3R42tMRiolpAURkinu/bc9yRRHhKnBNHGN0/rVimUpjcM4CICRtoZouMVmL7O7qoXOEDHJ2NDQCALCRyQAJWigCP8fEUJqXCKkx6gq3/O90Pp+h8FogCmkMe2bNfdet2F5immQDoMBQ6eHX37/jGKgMFU0nd+1YZ6jKFvXJaTJqJDfvHlm37EhRUGYElKCqtC/qVxkUoiUkBZESGri758+xlICEaZGSpdrluQ8dtu8lCZgHAkSI20N0XCLzV5md1ULnRHEweHR051RQgh8hCD0j6ROdo0SgjCJlBIR4QIpARH+YlJKRIQLpJTwIQQEhI8RUuZlGhfMyhQS0iWEvACmHCF4AaRPSpBSAsLUkYAfgv8eXUgpYEohGCgi/HdwAYGIzjkAwtQQAmw5uGIeFQLGE0JgpK0hGm6x2cvsrmqhM5hEVUggGHvyuZCqUJhAUkIowZTGAcFAiZTAhYS/AEGglOi64EIYKMnOMCLi8FiKcwGIMA7T+DXOgpoKB9M4pAkvAJAwpRBAAkgpIX0IAIgwxaSU8N+ECAAIU0tKCf8tCGCgCFNLSOBCwiQYaWuIhlts9jK7q1roDCZRFRIIxnz+kKpQGEdIec+1i667at5vt3fsPdr72N1Xhk7179h7VoLkQiKAgRIA4EICgJTSQAkhCAC6kCsXzdzktv/ipUNGhT6w0THHmsmFOHZmoOmN8PBYihCEi5gm3E6r1+NgGofLLpsuMNLWEA232Oxldle10BlMoiokEIz5/CFVoTCOlFB1+/LSVXOORwd//Pz+x+5ecSgS+8P7J1ctKViz1DaW1N5uP6MYiH12zowsNdtifGtPZ+9AnCDqXKx3ztp849J6/77yssUmo+GZN0KaLmblZxw7Mzg0yghBuIhpwu20ej0OpnG47LLpAiNtDdFwi81eZndVC53BJKpCAsGYzx9SFQrjSAmPbFqenWEszMtoPXB22YL8/Ud7O3tHHrtrxQcdXQtmz0gyLXSqv/z6JcETfQvn5OwO9z7VclhIKYS8ZuUcz/WLm989dv9Njqe2B/uH2JKi3MERdvhEX4LpiAgXMU24nVavx8E0DpddNl1gpK0hGm6x2cvsrmqhM5hEVUggGPP5Q6pCYRwp4dE7nUmmDY+l3Cvnahrfse+MajSsdRT+3c8Dax2F5dcvPnA0tsye/8OmPXe6F+Zmm3Z3dK9bPutMz3DfYGKTe8ErrScqblz661cPxZm+aYN90dwZ3396d2fPsIESuIhpwu20ej0OpnG47LLpAiNtDdFwi81eZndVC53BJKpCAsGYzx9SFQrjSAmfv8vJGH81cPyJB9YsmJ3zy1cOEcSNruJ/eeqDdcsK1ztnHzjWu3Kxte53e+9w2/NzTP53js21ZvaPJGfmmO8rW9zw0sEHNzqG46nfbg85ivLuLVv0ZFP76e5hAyVwEdOE22n1ehxM43DZZdMFRtoaouEWm73M7qoWOoNJVIUEgjGfP6QqFMaRUj54i0Pn8tnXQzesmX//zVc8tf3w0dMD1XevMCrEZDS81nZS08W1q+b+uHn/LesX5GapP3/poC6kFHKto/DessX1/n152abP3uowGiilZGAk+ZPmA31DCUoQAKSUQoLOpdtp9XocTONw2WXTBUbaGqLhFpu9zO6qFjqDSVSFBIIxnz+kKhQmMlACADoXAKAqVOdC50I1GmblZ4wkUn2DSQNFAyGazikliKDpAj5CCBoo0XTOuVSNtDDPIgFjA3GmcfiIlKAaaZZF6e5PrF82s8bjYBqHyy6bLjDS1hANt9jsZXZXtdAZTKIqJBCM+fwhVaFcSM4FAFBKCEJKFwRRMRAA4EJyLghBQjClCQBJECklBJELwYUEAIJooKhzSRB1IRA+JCUQgpTgR+ACCSCFvH3DgkVzZzS8dGh5cc4Tm5cxjcNll00XGGlriIZbbPYyu6ta6AwmURUSCMZ8/pBCSV6O6YqifKMBw6cHxhLawrkzhsfYqa5hKWWG2bhwTs7wWKrr/NjCOTkZJiWli9PdQwMjrMiWbc21UILDY+xMz8icgqyReMqWayEEJQAl2Nkz3HM+joiAgABcyEVzZlyzck6mWflNy+Er5mc/sXkZ0zhcdtl0gZG2hmi4xWYvs7uqhc5gElUhgWDsh9s6imxZX7j7ytws09AIO9M7cvjk+S+Xr+obTPyfZ3af6xvbtGHBQ7cu23uk57m3jz5x/5q+oQSlmGD6L1469OAtjuJZOcejA2d6Rg8ej32pfFXrvrNXFOctmJVjVOi586Ovvndid0e3xaRo/AIphLy+ZN7VV87OyzL9aNvemTlK7WeWM43DZZdNFxhpa4iGW2z2MrurWugMJlEVEgjGfrito/Kmpdevnvu9p3bHBhOZZsMVxfmbb1wqhHxj16kd+89+dfPq/Bxz78DY8+9GHvdc9dvtHYpCHrl9+Q+b9txxzcIk49veOhJnWl626RufXfvM66EPOrofum3Z/IKsf31un2Kg5WWL5tmy9h+Lvdx6HAAowRlZ6uqlth37os7i7K9tXsY0DpddNl1gpK0hGm6x2cvsrmqhM5hEVUggGPP5Q1/dvDrTrPzg2T1CABd8vXP2HdfYz3SPWMyGnYe6bl5b1DMQz8lUm985+rX71wyPMtVI9x+LPf/u0cfuWbl0fm73+fif9p8Jn+r/64fWPfN66P1D5x7ZtHy+LeuHz7Yvnp/7uOeqV947fuh437m+UfiIkJJzyQVcc6XV63EwjcNll00XGGlriIZbbPYyu6ta6AwmURUSCMaefC70pftWzrdl/dOv2xIpLoRwr5hz5zX2V1qP31u2WAgZPNEXT+pL5uf53zn6eMVVOw9GHQvyo7HRp17reLziquGx1LOvh1K6KMg11z649pnXQzuD56puXz7flvWj3+9FxDtLF5Yste3u6H5+xzEYh2nC7bR6PQ6mcbjssukCI20N0XCLzV5md1ULncEkqkICwdgPfn/4+tXzHr3T+e7es2d6hw2E6ELefvWCf9229+Hblq1cXPC/f922eN6M5faZv3szXPOZkl++csio0M9tWu7btveODXbVaHhj16nhsRRL6bWfXftUS0fgUPTRO53Fhdlbn9kzI1Odbc1csci6fEH+txsCKU0gwn9gmnA7rV6Pg2kcLrtsusBIW0M03GKzl9ld1UJnMImqkEAwVvdcKMNkuHbVHJdzNkhoP9Jz8tzQysUFLe+fcBTnLSvO3/bHo8vs+XOsmW3Bc7e4ilsPRM8PJe+5duHhk+fzs03L7TOlhHN9o4GD0RvXzA8cPBc5O1C6au7MHPMf3j9py7PcU7rIYjbsDnW37o/COEwTbqfV63EwjcNll00XGGlriIZbbPYyu6ta6AwmURUSCMZ8/pCqUE0XRoVSAskUJ4g6F4qBcnGBVBQquBRSGihqujBQgoiaziklQkghJCAQREpR14WBEkJQ50JKUAxECEkIUoJM4wZKYBymCbfT6vU4mMbhssumC4y0NUTDLTZ7md1VLXQGk6gKCQRjPn9IVSgASAkAEhHhUiR8CCENUgIiSAkXIMLHME24nVavx8E0DpddNl1gpK0hGm6x2cvsrmqhM5hEVUggGPP5Q6pC4VPpXBgNVDEQpnGYiAuJABIAAQhBKYELQQkxKkRISGmcEoRLYZpwO61ej4NpHC67bLrASFtDNNxis5fZXdVCZzCJqpBAMObzh1SFwicTQhbPzilZWnCmZ2TPkR4p4M8kyNkzM+bbsiVA+HT/0AhTjXS+Let0z0hRYfbVztnvH4pGzg4SRJiEacLttHo9DqZxuOyy6QIjbQ3RcIvNXmZ3VQudwSSqQgLBmM8fUhUKn4ALWbLUdu91i14JHN/d0Q2ABoofAhBS5mSqX7xnxQeh7hULrcejg68GTty4Zn4yxXceOpdM6fddt3iNw/ajbXt7BxKUIEzENOF2Wr0eB9M4XHbZdIGRtoZouMVmL7O7qoXOYBJVIYFgzOcPqQqFS+FCzi3I/MaD69qC0WfeCAOA/f9uDz7AZLrbhoHf9/+cM7Od1WZZhKPHEoSdZYkhSoKIulavo0evSQghSopOYrREjxaEIboIJsEQdTCsLbOsrbafmXP+97fmefNdySfPc33v9bzr+S7f/H4VSgzpFBEcqEeAhKfZdsfTTs3lVbuvxbxdM/FpTsazwpx894UbyYjIOY+oVmZKn8Ybfrz587UkUWDwV4qHR0eUndCjjuLRwMfnVYFOm8XlsBpkk2w0c1WBF+gldv5m6rI9d/SSAC8gAOLUq22t1o0qfb7t0v3ELMawef3wMiX9054ViAyz8z1JKTnvt6j2LM8dEqgrcHseJedcvZdS4NaAQOO8Yc1yk3o33nzk1vHf4kWBwV8pHh4dUXZCjzqKRwMfn1cFOm0Wl8NqkE2y0cxVBV6gl9j5m6nL9tzRSwK8gBMF+klT+jRmDL/Ydjkn3x3kL3Uz1Yx//KzQoyWl5CQ+zREYCgxLBOuj64eXDNILjAFATp5y8JcHhW7tnagqfdvXWbXn6m+3n4gCg79SPDw6ouyEHnUUjwY+Pq8KdNosLofVIJtko5mrCrxAL7HzN1OX7bmjlwR4gcapdIjfjP6RjzPyVu266tZ42ZL+UXXLp2Tmd4yWSwf7Lfv+yr3ErOAAXas3K2XkFJoaVLz9KD09u7BTtLx4y6XMHOWDHg2qVAhZvPlSSma+wBD+SvHw6IiyE3rUUTwa+Pi8KtBps7gcVoNsko1mrirwAr3Ezt9MXbbnjl4S4AWcU6C/NKVP42d57pW77ZxDSKCuwK3m5Lm7t6rRp10dy/7fLzuetm1S+WHyM8ejjLE9Gyam5AT6ixqnzdbbNSqFTujV6PCFh9YLcYwhvEDx8OiIshN61FE8Gvj4vCrQabO4HFaDbJKNZq4q8AK9xM7fTF22545eEuDvcE7vNq0S/UbFVbvtqkbm9+tfcTw59lv8hJhGr8tlFnz7a0Z2QakQv/gn2QBQoUxQlfIhhW7tbkKmv17s/06dp5n5u07d83g4IrxI8fDoiLITetRRPBr4+Lwq0GmzuBxWg2ySjWauKvACvcTO30xduvuOXhLg7xCRIOBbDSpKIrt0J6Vn61puj5qeXdigRtljv8bbbj0GAM5JFBAANc4RUdW4oVRAdP3wpKc51+4/5RwYIvwdxcOjI8pO7FlH8Wjg4/OqQKfN4nJYDbJJNpq5qsAL9BK7eDttzf67OlGAv4UARKpGOkngnEuiUDksWCcJyam5GdmFAmPwdwQBNY2rnESGAAj/hFvlUa+XGdOlluLRwMfnVYFOm8XlsBpkk2w0c1WBv8M5uVWOCP8aESAAAagaBwDGUEAEhL9FBEUQ4V8jAoGhJDLw8XmFoNNmcTmsBtkkG81cVeCfQIT/ICLw8XmVoNNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVcDHx6f4odNmcTmsBtkkG81cVeBVxxAZY5w45wReiEhE4IWIRAReWASAAIgI/gQR4Tkigv8Ni8BzBEBEAICIAEBE4IWIRAQAWAT+CwEQEfwJFgEgACKCP0EEACQiAEBEIoI/ICIRAQAiEhF4YREAAiAi+BMsAs8RABGBFyISEXghIhGBFxYBIAAigr+DiEQEAAgAiEQEAIhIROCFReA5AiAi8EJEIoI/YBEAAiAi+P8GOm0Wl8NqkE2y0cxVBV5pkiQWFrrTM7NCS4b4++lVVcPnAAg4EXqRFyICgKqqjDE/P72qakUAgDGmqioB+Ol1iOh2ewCAMeScVE0DAIExfA4AEBEYMlXTGCIAEAARaZwDASAAETLGEOEPiAgAqqoyxvz89Jxzj0cFL8YYEBAQEBEAY4xzDgCMMc45AOBzUIRzQkQgUjVNFAWdXq+pRTQAQEQgUjWNABgiYwwAGGOcc1EUNI1DEQQgICKGyIlUTdNJoqTTqR5V0zT4K/TinAsCU1UN/wBAnBMiAoCqagTEEBljAIBe5AUA6OXxqMjAX+9HQB6PSkTwqkOnzeJyWA2ySTaauarAq0sQhHM2+wrL9scpaeUNZaaMHdi0yRs3b99fsmaLeUD3ppFvpDxNn7P467amqG4d307Pejb382/iEpIFxipXLD9qUM9aNapwzjdt23/w2M8Cw6DAgJgu7Tu0aS4Iwq9Xri/9emuh4uacG9+sN2lUf8754pXfOu7HTRkzMCqywa591ms37s2cOOT6beeXq751u1VBYB5VrRQeNn/G6NDQEkTEGObmFSxZs+XK77clSSpVMqT7e23at25KBES09ru9j5+kfjhp2MNHiZ+v/HZQbOe33zJyom27rVdv3pk9ZUTWs9yFyzd06dDq3bZvPXqUuGjZxuSUp6IoVqpgGNCrc8P6tQEgIenxwmUbk588RcTKFcNmjB9asWLY8VMXVq7b0bLZm+NH9E1Nz5z/1brYru1bNGvsuPdg3pfrcvPyRVGQq1Qc2rdrrWqvqZoGXqIoHD15fvOuwx9OGBpRp9rytdsfJSQv/mR8bl7B7EVrWkQ16tW1fUbWs7mff/MoIZkxViI4cPbUkdWqVNy+13rht+tzZ4wqERIEAJqmLV+34+fzVySdGOTv/34H03vtWwqCQETwSkOnzeJyWA2ySTaauarAK0oSxd9v3es/6qNyZUv169nxtuNhw/q1+vbseOrn33qPmLFq4cyeXds9jEts033EsL7dPpw4JD7pSdvuIxvVr92qeeMl32xr/EYdy5JZkiSNnDLfdvnG5NH9Dx37+cYd54/bltepXW3HniMfzFg0aWTfGvJrhnKlo96sl5GVHWue8fPFK93fa7Pl688+X7Hpp9MX9323JDMr++DRMxd+u3b2/JX+vTq9XlOO6dIuKDCAiASBpaVn9RgyxU+vH9y787EztlPnfvv8kwm9urb3eNSRk+ffj0s8sHlpbn7B+/3GRzaKWP35h7l5+b2HzyhbOnTDyrk3b93vOnDS5DEDxo3sf+XK9R6DJrcxRTWLbLDzh6OJrpTNq+c1frPeFfvN7oMnt2sZ1a51s4AA/6aN64eGllhl2T5l9tJSpUrssCysFB7WvufoOdNG9o3tdOrMr72GThvUu3N1udLWXYdUVduwfG6tGlVUVQUAURRvO5w9h07r0Lb5sL5dO/cf37dbh0+mj0x0pbzdbXifru/MnTE6wfWkbfeRjerX7v5eG50kNjc2LFkyZNbCVXsOnjixd235sLJE5FHVXkOmpaRnjBsW+5v95r7Dp2aMHzJqcE9N4/BKQ6fN4nJYDbJJNpq5qsCrCBEEQfxqzealX2/9YfOSKGNDVVEKC90B/n5nL14ZNHb20nlTunVuE/coqWPvsYNi35/2wcAEV0qH2DExnduNHhrTZ8SHQYH+362ap9frxk5f6IxL3Llu0cYdB7/ZuOvH7Svq1a2564efps5ZsnLhjEZv1AkJDgwM8E9Nyxwy7hPF7UlIerJ0/uTb9+KOnjy/be1CQ9nSTJI2bt7z2dL1R79fXaNGVXehQkQAIAgsLT2r9/AZdWtXW/XFR1kZz2KGTfPT67Z8PT/A33/MtAUPHiXtsCwqXark5Nlf/mK7dmDrspSn6X1GfDh3+shePTrY7Td7D58xfkTf0eY+dvuNPiNmTh4zwDyoz61bt7oPmtylQ6tFn0y4+vvtWPOMof269u3RwV+vCwoKlCRx9fqdG7cfEEWxZvXXpn8wqN+oj2aOHxLbs8OZs78NHDtr5cLpnTu1//XXS90GTZ42dtAH5t4eVQUARBQYLlzx7e4DxxrWq+2493Dzms9qVHst0fW4Q+zYmM7tZk0Znpic0jF2bMd2LcYM6eXvpy9RIgiRffrl2v2HTx3esSrMUIaIPB6174iZej/djrULNU4Dxsx6GJ90aNvykiVCOOfw6kKnzeJyWA2ySTaauarAqwiLAEyeveTYmYsn9q41lCtNRAAgCsLZi1cGjZ29dN6Ubp3bxD1K6th77KDY96d9MDDRldKp77ic3DwACPDTr/1qVlST+qqqTZr15a4Dx8uVCc3IfDZl7KAPhvXSSbo9Px4fPXVBmKFMUKD/xJH9e3Zp9+RJ6oDRHxvfrBeXkJyVnf16Dfnqzbub18wvWzqUMVy3Zd/iFZsObl1eu0ZVTdPASxBYWnpW7+Ez6tSsunzBNEQ2ZvqC67fu7930VbmypUZP/ezBo6TtaxcaDGWOnjhnnjh/zeczE10pG7b9sH/L0krh5e2/3+49fMb4EX1Hm/vY7Tf6jJg5YWTfkYNjUlMzYoZOrVjB8O3KT2/cud9r2HTOeamSJbp2bD1xVD+9Xrd87bb9R073fK/tV2u2jB/R+7udh6aNHdirZ4czZ38bOHbW0nlTunVu40pOadd9ZKd2b83/aCx5AYAgCEnJT3oOmXr77sP5H40db+7NCZKfPO0QOzamc7tZU4YnJad06jsuJye3TOlQU3TjudNH6XTS3C/W7j986vCOVWGGMkTk8ah9R8yUdNLm1fP89Lp5X63bsuvQ0d1fv1YxTNM4vLrQabO4HFaDbJKNZq4q8CpCBMbYrAWrt+09cnzP17VqVQONq5qGiOds9v6jPl7+2dRuXd5NjI9v22PksH7dpowZkOBK6dh7bHRkg3JlSu0+eHzNFx+aohu73Z5xMxf/fvPukL5dV6zbHtv1nenjBkuiuOvAsalzli77bOqbb9QpERIUFBiQmpbZd+SH7Vo1NTaKGDbx09KhJUNLBm9a+WnZ0qGM4bot+xav2HRw6/LaNapqmgZegsDS0rN6D58RUaf6yi8+zs3Ojh02w+Px7Fi3KDgocMy0BQ8eJW1fu7BsmdCnaRnv953QpFHdx09Swwxll86fIkni1euO3sNnjB/Rd7S5j91+o8+ImVPHDhw6sM/9e46uAye//VaTZQumX7t+p/fwmYN6d+7bo4OfXl8iJEiSxBWW7Xt+PLFh2ZyZ81YkuB7n5OZ/On1UTI93z5z9beDYWasWzXivY/ur16516v3BuOG9p4wZpKoqeCEAE4RZC1fv/OGnIztX1ZArc6LHKakdYsfGdG43a8rwxOSUjr3Hdni7+aghMQF++tDQEET89EvLAevp43vWlgsro7o9iuLuO2Km3k+/c90iIho6fu7V63eO7FpdplQo5xxeXei0WVwOq0E2yUYzVxV4RUmSeMB6ZvikT/v17DiwV+fHqWklQ4IjG9W9/zChU+wHbzVrNG5E35/PX1m4fMOKhdN7vt8uIenxOzGjB8S8N7Rfl879JrxWsfz65Z/odLrRUz97lODau2nJwuUbdu0/dmjHytfrVP9+75HJs5d89emkBhE1dTpdePlyGZnPeo+Y2aZF5PQJQ8zj536788fWLZps+2ZBmdKhjKFl895Fyzce2r6ydo2qmqaBlyCwtPSsWPOMkiWCxw6LPX7m4vqtP8yZOnL00BhV5WOnL3DGJe1ct6hMqZIE9MnibzZs/cHfX79s/tTO75gA4OoNR69h0yaM7DdmeF+7/XqseUbnd0ztWzfbuG3/2QuXv1s9r23raLv9ZuzwGf1jOvXq2h4By4eVCQwMWP7N1l37j+37bsnVm44Bo2e5Ffe6ZbNjur975uxvfUd9OHpwTIN6tdZs2HXvQfy2bz5r3KCuR1XhD6IgLFqxacuuQ0d3ralYvhwBPE5JfSdmdK/328+eOiIxOeXdXmPatWo6cmAPIKpQoVyAv9/cz9du22NdPHt86dIl69SUSwQF9h4+/VlO3swJQ678fmfJmi0jB/WcPXU4ERARvLrQabO4HFaDbJKNZq4q8IpiiAA3BOIAABS1SURBVPmFyrJvtq7bsi8gwB8AZowbPCi2s0dVv/l297K12yRJKixUund6+8NJw0qVLPE4JTVm6LRunVpPHj1g8fKNuw4e37x6/uu15MmzvopLSP5u9bybd+4Pnzhv0pj+Qwf0OHTk9LiZnwcG+AlMaB7VYMHH49xuz9Dxc1o2e3PSB4POX7hsnvjp6zXltV/NKhESxAS2ZdehZd9s22FZVF2upGkcvATGsrJzRkz57NwFu14vlSwR3K9Hh5GDegYE+BPx6XOXxyUkr182u2RIsCAIp89fGjJujlyl4ncrP61Qviwi3rzjHDp+7uihMYP7dbt16+7gD+Ykup5Iklg5PGzU4J7dO7fVSeKduw8Hj/sk61lOYGBAlcoVvpw7qZpc2bJp177DpzatmBsSHDh59pIjJ375+suPOrRv+eul6wNGf5SXV8AErFa18uTR/du1bEoIQAR/EAVhxbrt3+8/tmvDF+UNZQAgJTU9Zui0rh1bTxk94PHTtFjz9OTHqSVLBJUICV6+YFrd2tWWfr118Ypv9TpRp9Ot/nxm6xZNRk1ZcPDoWT8/XYC/X8/ObUcP7VW2dElN4/BKQ6fN4nJYDbJJNpq5qsCrizEkguQnT12PU8MMZSoYyjKG/5DyND0h6XHZsqUqh4cxxjjnRFSouEVB0OkkTdMKChU/vU4QBLfbw4n89DoAKChUGEO9Tq9pmqIoHk0jTpIkBvj7IWKh4hYEJokiIhYUKgig1+vAS1U1j8fj56dHRPgrRXF7VBUAJFEMCPAjAs45ALjdHk7kp9eBFxEVFipMYHqdDrw4kaK4JbGIQESFiltVNUTQ63T+/npN4+RVqLg9HpVzLggsMMCfCUz1aKqq6vU6xpiqqorbo9frBMY4p0JF0TTOGOp1Oj8/vaZpRAR/5VGLaH56HSICABEVKm5RECRJJCJFcXtUVeOcIQYG+AuCoKqq4vZwzgHQ308vioLb7XF7PEQgiUJAgD8iaBqHVx06bRaXw2qQTbLRzFUFXmmIyBCRIXHixImgCAIgK4JExDkVAS+GSABEhM8B5wQAiAgARAQADJEAiAgBkCE8h+QFAIgIAEQEAAyRAIgIvLAIACeCF6AXABEBEBH8F0QEACKCPzCGREBE8AeGSABEBAAMERABiAiICP7AEAERihBxIgBARAAgIgDA54A4ETzHGIIXERAR/B0sAsCJ4A8MkQCICADQC4AAgHMCAHwO/oGeA/QCICAgACKC/w+g02ZxOawG2SQbzVxVwMfHp/ih02ZxOawG2SQbzVxVwMfHp/ih02ZxOawG2SQbzVxVwMfHp/ih02ZxOawG2SQbzVxVwMfHp/ih02ZxOawG2SQbzVxVwIsxBj4+Pv9zyAv+gE6bxeWwGmSTbDRzVUEETeNp6RlutwcBAMHHx+ffQlAkJCQ4ODgI/oBOm8XlsBpkk2w0c1VhjGU9yz7604nSocGiKIKPj8+/BxlLT8ssazC0iG5KxMELnTaLy2E1yCbZaOaqwhjLyMy6evVqdGR9SRKJwMfH598hCMLD+MSUtJyoyCYABF7otFlcDqtBNslGM1cVxlhGZpbdbo9qHCFJIhH4+Pj8OwRBiItPSsvMi4psAkDghU6bxeWwGmSTbDRzVWGMZWRm2e32qMYRkiQSwX8XIgIAEcFfIQIAEhG8AL045/ASIQIAEhH8X0Mvzjn8PwYRiQj+DmOMvOA/BxGJCF6ACABIRPACxhh5wX8IIhIR/HcwhgDIOYe/EgQhLj4pLTMvKrIJAIEXOm0Wl8NqkE2y0cxVhTGWkZllt9ujGkdIkkgE/5ogCKIoaJqmqhoASJKkaRoiAKCmafAHSRI5J05cYIKqqqIoFOGcezwqY1hY6C4sLAwJCYaXRZJEzokTF5igqir8CWMoSRIAuN0exlAURSLyeFQA0DQtOzsnJCSYMQYvHSKIoiQIzONRNU0DL0SUJFFVVcYEItI0TZJExpimaaqqMcZyc/OIKDAwAP4TRFEEAM65IAgejwf+gAiiKHJOnHPGGOdckiRE8HhUzjkiZmU9CwjwlyQJXjpBEBhjqqqKoqiqKhGBFyJKksQYAoCmcVVVheeYpnFVVRlj+fkFHo8nODgI/koQhLj4pLTMvKjIJgAEXui0WVwOq0E2yUYzVxXGWEZmlt1uj2ocIUkiEfwLiPjgwaMTp869Ua9O06ZNOOc/HTvzy/lf9Xpdl87v1q//OuccABjD8xcunTz1i8fjafN2i5ZvNbty5ffzFy7Vrl29bZuWefn5m77bWff1Wq1NzTnnUPwYw/MXLp089YvH42nzdou3WjQlIvASBCE9PWPvD4eJIDbm/fT0zKPHTpcKLflep3b+/n47v99PRD17dBZFgYjgJUJETdN+Onb67t0H7du1ioiopWmcIWZl5xw8ePSO436JEiV6du9UpUqlk6fOOe46o5tFRjZpGB+fuOP7/R3fbVO3bi1N0+AlQ/z1V/vJUz/n5RU0a9r43XfeFgRGRIioafzncxd/PmdTVbVTx3Z1atfYf/CIx+N5r2O78PDyJ06cvXHLMbB/THBwEBHBS8QY2q/e/OnYqays7Nq1qvfo3jkoKICIEDE/L/+Hg0fj4xOBqHp1uXPn9pcvX7t67WajhvVaNI96mpq2ZeueFtGRTZo05JzDnwiCEBeflJaZFxXZBIDAC502i8thNcgm2WjmqsIYy8jMstvtUY0jJEkkgn+GMXbs+Nndew8mxCdNGD/8/c7vHDl6yrJ+S1Nj49uOe6GhJT/7dIYgCIyxS5evLVtuadUq+snjlITE5JEjBmzbvi88POzRo8Spk0f/cOCIKIoD+8cEBPhzzqGYCYJw6fK1ZcstrVpFP3mc8vBRwheLPykVWoJzYowVFhZ+vfa7n46dqVwp/JNZk9dt3B4U4B/3KGH4sP5xcQnXb9wePrx/mKEc5xxeLlEUjxw9uX7jtry8gtkfT4pu1sTjUUVRuGK/8fO5izpJ2n/waI/unV6vU2vvvkPlypVRVXXwwNh1G7Y2bFCvU8e2jDEigpcIEfPyC3bs2McYs1+9npqavnzp/PLlDZxzQRB+2H9k/8EjHd59u2yZUhUrhp86dS7laeqzZ9mmltHlyxt27zk4sH9M3bq1NU2DlwgRNU3bs+9QZkbWw7iEa7/f/GTW5LdaNFVVVRTFu3fvz1uwrEb1qoGBAXXr1Cpf3rDx2x0Vw8tnZGaNGjlo+459YWHl+sR2FUWRiOBPBEGIi09Ky8yLimwCQOCFTpvF5bAaZJNsNHNVYYxlZGbZ7faoxhGSJBLBP0NEDx48uvr7zQMHj340Y3z16vLsOYtDgoM//nDCuo3bLl++tmLZZzqdjohWrlr/8FHCF4tmnzh57vvdB7p0fuf02fN169RKSHSFhZVDgBHDB0qSqGkaFDNEBICVq9Y/fJTwxaLZJ06e27Z9z5efzwkLK0fEGRO279x37doNVeNlSpfqHdvlqyVrG7xR987d+3Vq10h+/GT0iEEGQ1m32wMvlyRJv1+/tX7DtjJlSj2KT5z10aSqVSqpqgYAHo+q00mOu85585fExnbJy82/dftuSEgwY0xV1Zo15JienT0elYjgpeOcNE1DxK+Wff04OWXe3OkhIcGImJaWPvOjBZGRDd/r2LZ06VKapn06b0l4eFhiUnL1alUTEl29Y7vWr1dHUdzw0hERJwoJClq3cdv2nfsWzJvZqGE9VdUkUTx5+ped3++fP29G+bByoiju3Xfo1OlfKleqmJ2dExDoX6Z0qf79eyIg5xz+ShCEuPiktMy8qMgmAARe6LRZXA6rQTbJRjNXFcZYRmaW3W6PahwhSSIR/At+fvrvtuw+ffqXRZ999CwnZ9Yni/rEdnuvU7tP5y/Jzc2dN3eGKIpEtHbd5pMnz7Vs2ezW7buiIE6eOOL4ibOZz7ILCwoBsUV0ZJnSpatXr+rnpyciKE6ICABr120+efJcy5bNbt2+yxAXLfg4ODgIAc6d/+2HA9ZBA3pZ1m9t3iyya5d39x848jAuARlmZmS91aKpoVzZatWqlCgRTETwsgiCkJz8ZMWq9SZTdEKCy+mMmz1rUmBAAOdcEITbt+9u/HbHfWdcowb1Jk0cmZKSeuDHn4AoLT0jLKxcw4b1DeVKy1VfEwSBiOAlQkTF7d707c4LFy95POrE8cObRjVWVVUUhfMXLi1ctCK8YvnCgsJSpUJnTP/gxo07v166qpOkJykpjd98o8prlV+rXNFgKEtE8HIhoiiK167dXLB4uTHyzTGjBomiSESMsUOHj+3a8yNjrGJ4hVEjByDinj0/ulU1OzsnwN8/ulmTUqEla9asJooCEfyZIAhx8UlpmXlRkU0ACLzQabO4HFaDbJKNZq4qjLGMzCy73R7VOEKSRCL4ZwRBIKKFn6/Izy34dM60y/bfv1yyZtZHk+Sqr42b+FFTY2PzsH6apiFiWlrGz+cu5uTmHj95rlGDepMnjtTrdXv3Hb72+83g4KCkpMc5ubn9+/Vo3syoqioUM8ZYWlrGz+cu5uTmHj9x7s1G9SeOH84YS0tN/3jOYuL0ep0aJ06fa2psPP4Dc+nSoRcuXtr3g7VSpQr37j8oKFBaRBt7xbzPOYeXAr2+WfvdsRNnW7dqfu3aTQCYOX1czRqyR1VFUczMzHoUn3ji5LnLV67NnD6uSeMGiuK2rN+an1+Qn5//LCu70O2eOH64XPU1VVXhJUJEAHA64+IeJWz8dmeL5sbRIwchoiAI23bsPfrTqRlTP4hPSFq7bsu8OdMiIxs6Hzxat35bhfIG54NHbre7fFi5CeNHiKJARPASiaJg++3qunVb6r5eyzysX3BwkKZpAICIOTm5OTk512/eWbV60+BBsb17ddW4tn3Hvri4BEknPXnyND8vf8yYIXXr1NQ0Dn8iCEJcfFJaZl5UZBMAAi902iwuh9Ugm2SjmasKYywjM8tut0c1jpAkkQj+FiLm5xckJCQtX7WhSuWKo0cPvnPn3udfrh4+rH92TvYP+49MnTz6wcP44MAAk6l5bl6eXqf75Zdfd+4+MHHCiEYN6h22Hr948XKfPt3Xb9gWZWx04eLlbl07vNUiyuNRoTghotvtzs3N1+t1v/zy687dByaOH/Es61mS63Hz6Mh9+63Zz3KSkh8nJz9p+3bLkSMG3rvn3Lp9X6+YzmfOXggMDExPS6/8WsX+fXtqmgYvBSJqmrZ774/37j3Izcu/detu7drV+8R2u379VsOG9UuWCHmWnV2ubJnvdx84e/bCvLnT60bU3rhpR15efitT9PoN21u3an76zPmJE4bLVV9TVRVeFkTMyclzOO6HlS/ncj1e/MWqVq2at24Zff7ipdheXQ4fPn7qzPnZH0386fiZK1euL174caGirPl6U7OmTfLyCm7eclQML/8k5en0qWMFQSAieFkQ8eTpc6tXb6pZs1rPHp3CDOVCQoIPHDxapUqlehGvP3mSEhISfObshd17f/xwxjhj5Js7du57GJfQ+b326zdua9mi6anTv4wYPiCibm1N0+BPBEGIi09Ky8yLimwCQOCFTpvF5bAaZJNsNHNVYYxlZGbZ7faoxhGSJBLB3xIE4dDh4z/st2ZmPdPrdN27dmzZsumXS752PoiTJKl7t06tTc1nzVkcZXzzrRZR31g25+bmud3uHl07tWtnstmuHDz007AhfSpVCl+5esPduw8iImoP7BcTHBLEOYfiJIrCw7iEtZYtuXl5bre7Z7f3TKZmX3y1pqCg8OMPJwQFBQpM2LJ9z6VLVz+ZNSUtLd2yfmuHd9s0j47cuWv/yVO/hFcwDBnUu1KlcE3T4CWSJFGv11+/cfuLr9aMH2v2D9DPnvPF8GH9NE3bsGkHEClud9f3O3Tv1vHQ4eN37z0YM2qw6vF8tfSbzGfZrVpGd+nyrigIRAQviyCw1NT0L5d8nZT0uFBRqslVxo4ZbPvVfuz4mYWffZSSkvrlkq9FUWCM9e/bs379Ot+s3VylSqXYmPfPX7i0dduegMCA3r26vtmovqZp8LIwxvLy8hd9vsJuv1miZLDqUdu2NbVr89ZnC5e/16lteHiFZcstAODxeDp1bNsr5v3TZy+cP//bqBEDAwICVq5an5SU/GaTBv37dJckiYjgTwRBiItPSsvMi4psAkDghU6bxeWwGmSTbDRzVWGMZWRm2e32qMYRkiQSwT+jKG6PxyMIAicuiqK/n19eXn6SK7lkiRLlypUhIkVxS5IIAMnJT3Jy8sLDw0JDS3LOnzx5KopCuXJlOddUVSssVPz9/QRBICIofprGHz9+kpOTFx4eFhpaknOuKG7GUBRF8PJ4PESg1+syMjMLCpSK4eWJiHOeX1Cg1z3HOYf/BE3jqurR6XRE5PGoOp0EAKmp6RmZWQZD2dKlQjVNS0x6XLpUyZCQIM65onhUVQ0I8EdEIoKXLj+/wOV6rNfrw8PDJElyu92ck04nIWJ6esbT1PQK5Q2hoSVzcvPS0tIrVazAGCOigoJCxpi/v55zgpeLiNxuD+ecigBJRUTR7fZIOgmIUp6mPcvKDgsrW6pUKBFPTHocEhwUGlqSc+7xeBTFHRDgzxgjIvgrQRDi4pPSMvOiIpsAEHih02ZxOawG2SQbzVxVGGMZmVl2u71pkwhJEongbxEBeoEXEQEQImMMiYhzAgBEIIIijDFE4Jz+gTEGAEQcnsMiRARARIAIxYoIEJExhgic0z8gIjxHRFAEnwMiQi/OqQh6EREAEQEivGREgF5EBACISEQAwBgW4ZyKAABjSAScc0RARAAkL0R4mYgAERAZY0gEnHMAAkBEIIIiiMgYck5FAIAxxjknIvQCICIgIkR4aYgAnwMABC8iAgBEIIIijGERzqkIACEyACDi8BwWIS9E+D8IgvDwUVJaZl5UZBMAAi+8f2FN0p1DYdVaV2s6iqsKYywjM+vy5ctNm9STJJEIfHx8/h2iIDyMT0rLzGtqjAQg8MKMJHtOmtMvOCy0QgPONcZYTk7OkZ9OSKIgCgIg+Pj4/DsQ8Fl2TtWqVZs1bcI5gRcSEfwDESAUIQKPx6NpGvj4+PzPQJ1OEgQGf/hfMuJZyRwSvtwAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.8488429188728333
},
{
"class_name": "table",
"confidence": 0.140019491314888
},
{
"class_name": "line_chart",
"confidence": 0.005978595465421677
},
{
"class_name": "calendar",
"confidence": 0.0021050255745649338
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Ae2T5ck9m6XiWd+vtSrX9tV33yefOxis45j6taIOLBjpiMn780WnxsN+pQf57gbDU07jjl15qokS/BqE4K8PI2ZaQlIRIlJKdExcZLJAK8krrg6d2q8YcWom7cetukad+36HWTM3d3wRq2K0e0afvJR26Sffunab2ZxsXPJvCEDerdavyV58cpdO9fHubnp2nSNO7zv1KTJ/eJGdl+1YX+/wfPNZq/kJGvF8FJtu8btO3BmffyomI6NJ0xfM23WeqaTEYCrvPpr5Q7utJr9PAd8/tW3K3ZJbjruVN5rG/X9ijEq5x0/nHri1JUd6yY2a1yr36cL4lf9wPQ6oYrAIN9DO2dWDC/1XrdJl67c/mXf/JAgv+jeX27deLBz92bfrxyTevpK266TXS5129rx7zSq8dGnC+O/212vfrUD26fnPils1HpEfkHR4V2zKlUIa9998gXbrRN754cG+0X3/nLrpkODPum0eM4nu/emxvSdWVzsXDJ/cP+ereZ+kzh84kpw8fbtGmz+bmzaldst3h//btM6a5YMv3LtTpuucTcv2wd90nHx7E8uX7U3aDWiQ6vI+K8/P3jk/LudJ9SoVv7gjumFBc7G7UZevZ4pSRI8xxW1W0yTiLIhU2cmTI3rPf6LboWFxYO++Gbt+r2L5gwe0r9dwqaDPQfMfqNu5T1bpul0cvsekw/s+aXh27X3JE4jQU3aj76Wcf/YD7Mrhpd6r9ukvQfPJK4Z36FN/c/GLlvwzdb4xcP79Gj+5dzvJ1nX/bRlatO3ah5PvXzk54tXrmf+uP/UwzuPAsMCDu2cWTG8VNuucfsOnFkfPyqmY+MJ09dMm5FgDvLbnjC+QeRrvT+Zt2bdPmA4fni3qeN6rttyqGf/WR3bNdwUPzb1dHq7HpMfZ+UsnB075ON2C5Zs/2zk4oEfv7dk3pCfDpxuGzMxun2jDStGnTx7reX7457kFTLG4NUmBHl5GjPTEpCIEpNSomPiJJMBXj1CEDmdkyb2iRvZI+mnXzr1nKbmF4Je//mQ6LBQc2Fxyfgvum3cdrhrr+lBIea9idOqVCod029m5r3H+7d+Kevk97rFnUi9smXNuFbN3hg2dtnCeRvrNai+f8eMvPyiRq2GPykoOrp7dqWIsFZdJuzbkyoZ3QBACPIwuW1ZPa7FO3WmzF4fFxcPiF7+XptXjWvxTu1pczZMmbG2XPlSe7ZM9TN7tekSdyzlAtPJQhX136y6f+v0xzl59ZoOc9PLv+xfEBzo2+1j68YN+ydP6jNhePd1mw/2HDCnSuUyexKnGQ36ph3Gnjt+qc+A9vFfDTt09EKrzhNqVCt3cMfMJ/mFbzQdKktS6oEFQQE+MX1nJm47+t3SLz6MaWpdtGX0qCV+oeZtaye+FVXtw4FzElb/CAb9xJHdJ4/5cPWG/b0/sr7f+e0tq8adv3SzaYcx2Y4nG+LHxnR8a9qcDROmrVk4c+CnA9svWLLts5FL+vRuHf/VsOSUC807juOcM8YAgKscOJ859eP0a5nfLdvRf/D7y+YP2ZqU0rXfTAI4sGPGW/WrfTbu2wVzNtSIfG1v4jSj0e2d9qNPHz43Oq7PjAm9d/74S0yf6dVeK3twx8z8/KKGrYcXFJUc+2F2WUvQu50npJ65dnT3rJqvl2/fY0pSUsq2DZM6tI1atGzH0M++AoaNGtdiDAsKig8lWfPyixq1Gv6koOjo7tmVIsJadZmwL+nn1yOr/LR5qrvRrWnHsWeOp+m9TRtXjunQpv7YqavmzN80d+bAIf3bfbd+X9+Bc7z8PLeuHt+0cc0+g+evWvPTkoWfDuzTZuaCTWMmrrRO/Wjk0M5Lv/th0NCFTC8jIrzahCAvT2NmWgISUWJSSnRMnGQywCuGiHy8TfXrVZ075aNKFcIu2m7N+2abS1UbRFbp90HLXrHzzl+6uTF+jMFNNyJuZYt3ar//XoPZXycuWLLdz8dz/fKRzd6ulfJL2s8nr7RtUa9KRcv3Ww/P+SoxKrLqopkDjx6/1LzTOJO7Yf+26bWqh89auDlh8yFbuh2e4yqvXbPCV9aBwYF+E2esffQ4t+8HLd+oVWFx/O6vvt2pFJa0b99oe8KE9OuZzTuNu3MnS5IlrvLINyof3D5T5XzUpPh9yWcnDO/Wq1uztCv2XXt+6dg2qmJ4qeETV8yds6FqzQp7tkwL8PeeNHPdpu1HRn7aeUDvVouW7Rg6YnGt2hUO7rTKkjQybuX+w2enjevZpcNb5y7e2HvoTJNGNevWqvDTwdPW+ZtsV+0JS0c0f6d2fMLeDVuTT5y8MvjjdjMm9j5+8srU2esvX7UvmD6gcYPqwyes8PXxGD6409ZdKeOmribAnzZPiaxbue+Q+d+t2NW9Z8t1y0Zeu3F37NTVB4+ez8ktQITQEHPr5m/MmNB778Ez4ybFR1SyzJzYp/+wRY8eZnfs0GjW5H46WVq4dPvsBZsdufmTx/b8bFCHmQs3p1/LnDSqx9Ubdz8ftzw97eag2I6LZ39y7ERak/ajG0RWPbTTev9hdr2mQ5/kF+3ZMq3+G1XmL962MmFveNng5YuGeZoM3289XFSsuOnlGfM2NmtSe9m8IUePX2reaZzJ3bB/2/Ra1cNnLdz83fp9iPjj5ilhof5fztv40/5T59MyVn/zeXT7Rr+cTv/pwKl6tSq2av7GzycvT7Ym5OYV/vD9FJO74a22I6/euHtwx4za1SN69J+1ft2+SRN7x43qkZxycca8jcdPXi4oKmGI8AoTgrw8jZlpCUhEiUkp0TFxkskArxgi8vHxeKNWRT8fD86F9AxjDAEgP7/o2Anbo0e5FSqEvduktqene+6TwtTT6afPXwcEIKgQHtqhdX2DQb/v0JmiEme7lm9yIfYfPldSolSuEHb7Ttapc9cEUYN6VZs1rpmbV7j34Jkr1+4gIjzHVR4c7Nf0rZqlwwI4F4+z81JOpKVfy0TGEKBsmaC6tSpmZeUcP3XF5VIRkYj0Ot17repVf618xq0HPx445eXp3vKd2n4+nhmZDycM7x7o7920w5iTp67oDfqmb9WMqlfl7n3H3uSzQf7ellIB59Myrl3PlHVy6xZv1Kkeccv+8If9J2VZ7tS2ga+Px7HjlzLvOdq3flOvk38+aTuccqla1TLvtYgEhBOnrhw7kebj7dGlQyNfH49TZ6/tPXTGx9ujdfO6pULMhUXOC2kZKSfSnE6Xh4d7gzerepqMKam2hw8cXt4enTs0Kl0q4NylmwcOn8vLKwKEsFIB9WpVlHUSApw6dy3r8ZOQIN9rN+6VLR1Uq3q4xBgRqSo/ee5a5p0sdw9ji7drVa1c2ulUb9y6f+jY+dycAsawauUyVSuVvn0nK/XMVUsp//pvVHHk5B/5+aLi4m/WqdSySZ2CwuK9h86kXbHXrVmhyVs1vLzcL9pu7Tt05vGj3GqvlataqfTtO1mnzl0TRA3qVW3WuGZuXuHeg2eu3bj7dqPqjepXe5JXePR42plz16pUKt2hdf2ikpL9yecfPc7t3KGRn7fHidPpF20Zb9Su5HS6jh6/JIjeiqrmbnQ7diLt0cOckFD/mI6NvTzdf061HT2R5nQqiAivMCHIy9OYmZaARJSYlBIdEyeZDPDqEYLIpQIXAASAgPAMESCim44xxl0qEDGdLFwqADCdDhGe4ioHQYAABIDwDAEgPONSQZYkvQ4AuEsFRBACGJNkCf4KVzmoHPQyApLiAolJOhme45yD0wUSY3o9IvwbIhIuDgyhRGndrmH8159tSEz+fPTSHt2arVn8xaJlO4ZPXCEEAYBwcWAIXIDMgAtQOeh0kk4iIuHiwBC4AFkCIhAECEAEyAAIniJiOp1QVfg3gpheFoJACHiKiOlkIQhUjjqZOAchUKdjDIlIOF0gCNx0ksSEEKQKYAhcoF5miADAuQDFBUSACHoZkRHnkk7mnIOiAhE8hQh6nSQxIYhcKsgSPOVSQSdLEgMA7lLBpYIsSXod5wKcCjDG3PSIwF0qIIIQwBiTJOFyASAwBM5BliWJcZcKLhVkSdLrAIC7VEAEIYAxJklCVQERhABESSdzlQMREAEiMARB8BQRSBIoLgBgBj0ACKcLBIGbTpIZVwUIAU8RMZ2MiPBqE4K8PI2ZaQlIRIlJKdExcZLJAJq/gwgQ4X+GABD+LoJnEP67iEBw/laD11cv/sLXx2PHDyeqVLTsP3JuzleJObn5jDF4jggQ4W8iAkT43yMCRPjPEQDC/woBIPwDCADhdwgA4e8iAITfEAEiaF4UIcjL05iZloBElJiUEh0TJ5kMoPkXQUQ+3h7lywTpZPmm/eHDrBwAkCQGGs3LRAjy8jRmpiUgESUmpUTHxEkmA2j+dQhBJAQAIENEhggazctGCPLyNGamJSARJSalRMfESSYDaDQazYsjBHl5GjPTEpCIEpNSomPiJJMBNBqN5sURgrw8jZlpCUhEiUkp0TFxkskAGo1G8+IIQV6exsy0BCSixKSU6Jg4yWQAjUajeXGEIC9PY2ZaAhJRYlJKdEycZDKARqPRvDhCkJenMTMtAYlo0/ajMR3HgLsBNBqN5gUSpPNyd9zcjER04tSVufM3MTcdaDQazYsjiNyNbsvmf4pEBBqNRvNHQiICjUaj+SMhEYFGo9H8kZCIQKPRaP5ISESg0Wg0fyQkIqUoO+9ROgB4mMP17n5AAjQajebFQSJ6fPvEpQNTEbBiw6H+ZeoLroBGo9G8MIRE5LCn2pKtCBgRFWu2RAqugEaj0bwwhETksKfakq0IGBEVa7ZECq6ARqPRvDCEROSwp9qSrQgYERVrtkQKroBG8y8LEWVJ4uIZ0LwUCInIYU+1JVsRMCIq1myJFFwBzb8ORCQi+KdARCKCFw0RAYCI4B+EiEBE8BtELCopOXkmrUI5S6nQQCEINH8+QiJy2FNtyVYEjIiKNVsiBVdA85LR6WTGJEVxEsG/0+l0iKAoLjc3veDcpXL4C8aYzk0PQiiKi4gAAAH0bnpgTHUqXAi9TocITsUFv6fX6VCW4CkhVJfKhYDndDodIiiKy81NLzh3qRye0+t0KEvwFJHqUjnniKh30wMi/IpcTpcQQpYlSaeD57jiUjkHAEmSZFlyOl2yLEkMFZdKRACg08mMSYriJIJ/o9PJjElOpxOek2XpKadT0et0gKAoLnhOlqST52wTZ3wzbECPd5s1cLlU0Pz5CInIYU+1JVsRMCIq1myJFFwBzcuEMdy975gt/UZs3xh3o4GIEBGADh45uXbL7pycvNCQgD7d2kXWqc45BwBZkuyZ979euTEkKODjnp2MBjcAKHE6V6zdlnk/a1Dv6PByls079j7JK/wwpq3EGBEBACICwLbdB/cln0CE8uUsXdq1KBMWLIgA6OCRk2u37M7JyQsNCejTrV1knepCCADYmrR//5FURAgM8OvSvmW1KuE5uXlzvll7/0GWm5teUVR3d8Mn/bpUqRxx7PjpdZt/cDoVROzVrV3DyFqIcO3G7eVrt12+lmE0uLVv9Xantk3d9HoA2r3vmC39RmzfGHejgYgYw937jl1Ovzl0QHdZliXGLtiuLV+bePvOfU8PU+d2zdu2fAsRiQgRJYlNm7sisk61lu9EKS4XaP58hETksKfakq0IGBEVa7ZECq6A5qWBCIyx8dO/+fFgyt5NS/x8vYUQOp20e+/RT8fMqlOzao1qlX7an5Kbl7dxubVyxfKcc71Ot2z1lpGTF5h9vTd8O7NendeFEI8cOV0/GnX0+Jkh/bvOmfzFsHGzHmQ51nwzTa+TBREAIKIQYtCI6cdTz3fp0GLbD4fCy5Za9fVUby+PXXsOfzpmVp2aVWtUq/TT/pTcvLyNy61VK4UrLtegEdOPnzz/QXSb3fuPyrKc+N0cnU76esXGi7Zrew7+/EatarWrV+7To0OVyuHzF6/5cu7ylk2izL7eXTq0aFCv1p17Dz8cNLagqKT9u42v3ri9L/nEl+MG9+negYjGT//6x4Mpezct8fP1JjZyzWsAACAASURBVBKMsfHTv9lz6OcjO+M9PNwvXb7eZ8hEd6Oh+TtRp8/ZUs9cWjJ7bNuWjVVVlSR25+6DLybOj6xT7ZN+MXqdjohA8ycjJCKHPdWWbEXAiKhYsyVScAU0Lw1EYIxNsi7dk3x817pFfr7eRCQE//izqTdvZSatX+TnH5Dyc2q3/qNHfNJrSP9uiuJSXK6eseN9vDzPXUqPad9ixJDeRJT1OLvvkLgnBYU5uU/iF03esnP/3ftZKxdO0utkQQQAiCiEiB0xPTs3b/uaeROtS75P/Gn/tmXBgf79hk66eSszaf0iP/+AlJ9Tu/UfPeKTXkMGdC8pLvlk5IyHjxzrls2Y/dWqzTv37d28pFRokOymv2y79l6PodPHD+nyfltXSZEsSwuWrVu9Yeem+FkVI8q7FEWWpDWbdo3/8uvvvprUrOnbBU+yO3z4mcnd+P0Kq16vi5u5ZE/y8V3rFvn5ehMJxtgk69J9h0/s37rMw9197uI1X6/4fsfahTVqvn7Hbn+/1+fVX6v4zazRiAwR7mQ+OHPxireXR73a1YwGAxGB5k9GSEQOe6ot2YqAEVGxZkuk4ApoXhqIwBibZF26J/n4rnWL/Hy9iai4uOS9Hp9GlCu9dM54WSfdst/r1PuLts3fmjZ+MFf5mQu2j4dNWTh9ZNKew6fO2baunufj7fkwy9HrkwmRdV8/e+GKv9nX3eCWm5e/fH6cXicLIgBARCHEkNHW85fS+/bosHzt1koVyi6fN0EI0abbkIhypZfOGS/rpFv2e516f9G2+VvTJgwpKSoeOnZW0p4jllLBWY+zRwzu+fEHnQhAYuyC7Vp0n+GTRw3qEd1acbn0et3XKzZMsi6zlAry8/WeMjq2YYO6k2Z8vTXp4JZVcyLKWTjnQ0ZZz6Wl79+6zGhwi5u5ZE/y8V3rFvn5ehMJxtgk69J9h0/s37rMaHD7bPzcX05f/HHjVz7eXkXFJb1ix3Oitd9MMxoNQghJkmS9DoRQFBcRgebPR0hEDnuqLdmKgBFRsWZLpOAKaF4aiMAYm2Rduvfwib2blvj4eauKUlzs7NT7Cx9Pj/XLZ+oMBpvtasden/fr3n7kp32EEHO/WTN/6brods0y7HdTT1/ctHJO44Z179/P+mDguHat3y4VHDB22le+Pl4Vw8sunTNOr5MFEQAgohBi6NjZu/cdqVuzau3qVXpEty5bOrSoqKRT7y98PD3WL5+pMxhstqsde33er3v7kUP7lhSXDBk903b1ZsfWTZav3Tp6aN9eMe+pXJWYdMF2LbrP8MmjBvWIbq24XHq9btG36xcuWz+gV3TpUkFR9WqWKV1q5sKV8et2bFsz77XXKqnOkh4Dx2ZnP9mRsMDNTR83c8newyf2blri4+etKk4AnGRduu/wif1bl7kbDaOmLNpz4Nj+rd8GhQTmZud07jsi0N9v+YI4WZKICDQvHUIicthTbclWBIyIijVbIgVXQPPSQATG2CTr0sRdB2bFDfP18apasZyXl+ck69JVG3bMmza8aqXyqzbs3LRj74ZlMxq8WevhI0fPQeOdTqV+ZI2iopIdPyZ36dBi5oRPH2Y5uvcf27Zlo0F9u3T9aFTS3iPdO7X6dt4EvU4WRACAiEKI2BHT7z98tHbpdLOvt+CCC4GIk2ctW7Vhx7xpw6tWKr9qw85NO/ZuWDajfr0aiuIaNHz6o+yc9Uunfz5h7tmLV5LWLQr090XEC7ZrnXp9PmV07Aed2ygul16vm780YdWGpG1r5oaHl1dLihljB4+d/GDQ2N5d233Qpe2FtKsjJy34pG+XEUN6I0CcdUnirgOz4ob5+nhVqVjOx9tz4ozFe5NPHNz+rafJfcPWn4aOnTViSO/WLRolH0mdPn/l5NGD+nbv4FJV0LyMCInIYU+1JVsRMCIq1myJFFwBzctEkqQFSxNmf73aaHTz8jAtnz+xXt3qNzLsY6Ys+uX0RU8Pk8rFp/279fugg5tef+LUhcGjZn45bvC7Ld4RrpKhY2Zdy7iTsGQaEX40bFLLd+rH9u+++8dDg0dbWzVrMHfy55IkEREAICIRjZg0P+tR9rJ5492NRiEEAEiSdOvO3TFTFv1y+qKnh0nl4tP+3fp90IGhRCRGTJr/8FF2/MJJySmnhk+cO3fqF+82bSAEXb56s+cn48cN++j995opLpder1u2OjFh0674ryZHlLW4VBURXS517uI18eu3m9yNhYXFLZtGTRw+ICjADwAWLF03++vVRqObl4dpxYJJb9SuNmP+ioPHTm5bM8/dYMjNy5+xIH7j9j3enh5FxSXvv9d03Gcfu7sbiAg0LyNCInLYU23JVgSMiIo1WyIFV0DzknGpquJ0CRIA6G50k55iTHGpGfa7efkF5Syl/P19hRBEpKpccbmMRgMCIKLL5VJcqsHgxhBLnIosMVknI2BRcYnEmF6vg99TFBcRubnp4a9IjCkuNcN+Ny+/oJyllL+/rxCCiABAUVxE5OamJ4LikhKdLOt0MgAIQU6nU6/XSZIEz6kqd6mqwU2PiPAcIgLAg6zHd+4+DDD7lrEEMyYJIQDApaqK0yVIAKC70SBJzOVSOecGgxsAMMYEibt3H97PcoQGB5QKCUREIQRoXlKEROSwp9qSrQgYERVrtkQKroDmJYPPwL8RguA5RGSMIYIQJISAv2CIggieQ0QAICIAQEQAICIAYAyJgIjg9xARAIgIfg8RGWOIIAQJIeAvEBEAiAgAGEMiICJ4jiESABHBc/gUgCCCv4LPMYZEJAQ9Bc/hM/BvhCAAQEQAICJ4DhEZw6dIkKBnQPPyIiQihz3VlmxFwIioWLMlUnAFNBqN5oUhJCKHPdWWbEXAiKhYsyVScAU0mr9ARAAgInhOliUhSAgB/xWGKIhAowFCInLYU23JVgSMiIo1WyIFV0CjeQ4RFcUFCDpZRgREZs+87+3l6e3lIYQAAFmWiYhzDgAIIMsyF79SXKrRoCcCzZ8N4RmC30F4huBXCL8i+BUCEPwKAQj+I4RfEfwXCInIYU+1JVsRMCIq1myJFFwBjQYAEV2qunbjrsYN6kSUKw1A12/emb8soUnDep3eawoEqqqmnk0z+3pXqVBOEKkq//nk+dKlgsqXDcvLL1y/5Yd2774dGhLIOQfNnwYBCJ5BAILnkEmCK0CEkg6IAIhIACAAASAig2cIAOEZAgJABkDwFBEgwnMkOAABMkQG/xlCInLYU23JVgSMiIo1WyIFV0CjAdDp5EtXrn+3fse4zz4y+/qcOmdbsmpTjdcqljiVD7u0CQowO7Jz+38+zeCm/3rmaLO/788nzg0ePaN/r/cH9IpWVb7w2/WlS4V0bt/c5XKB5s/BBC++nbYOkZWu2p1JBgABiNn3Tt67vhMAQit08C9VP/fh2bvXtnPVCYj+IW8GR7TmanHmlUTfoJo+gTWcRVmZ6YmBZZt7+Ibfv/EDY3Jg2WZAPDN9W372FVnnEVyupZd/VSIOfxchETnsqbZkKwJGRMWaLZGCK6DRAOh08pak/ddu2kd+0kvWyXsPHd+w9aepo2MtYcEul4oIjx25k2YtLSoq/qBLm2aN35y5IP7qDXv9N6p/9GFHxti2XQfT0m+MHNIbEYkINP90jOmePL6U/sscIXjVqLFe5ioEoijvTlrKlABLY0+/CpLk5hNUSyl6nPvofMb5+MCyTYLKNHP3sriUvEtHJoaEtwkJb+VS8m0pU70DqodV6nTpyPjgci2Dy7fgaknasclu7gFBZZsZPUJ1bj4ABH8XIRE57Km2ZCsCRkTFmi2Rgiug0QDIsvRN/CaJsYG9o7kQTqeyece+A0dSX6tU/uOe7/v5emc9dsxatCqinMWR8+S9lo037tgTEuiv1+n693xfktiR42e27j745djBOp1MRKD5p0Mm3b60VnUVK8XZ7l6WMtV6ILCsO8m3Lq6p8c5sgylQcBcRZ0x2KfkXD48t89qH/mENBHe6lLy0Y1NCyrcKLteCADLTE3MenA6t0D7zysZKkSONpiDOnbafpynFOebQesHlW7kZzUQC/i5CInLYU23JVgSMiIo1WyIFV0CjAZBl6ZuVGxmTBvXprKoqALi5u+c6soeOm9O2ecPOHVvev581Y2F8j/dbrd64y2h0q1O9iqK4CotLBvaKliR25PiZxF0Hpo8brNPpiAg0/1yITHUVXjoyHpjMXcWSpKvWeLpO7/noztGb55ZWazzD5GkRXAF8iiklOZeOTixdtXtAWEMi7lLy0o5NCSnfKrhcCyJR+CQjPXWe3uhnNAWXrzkAEIirtuPTDKbgkPA2BvcgJukBCP4uQiJy2FNtyVYEjIiKNVsiBVdAowHQ6eSN2/Zcz7gz+tM+yNjZi5dPn79sMhqOnDj70Qcd69Wu9uDh40nWpWOG9U3cdWDb7oPrv52x79CJwuLiT/rFMMa27Tpw3nZt7LB+iEhEoHkxEIDgvwFRzr6fevP88tKvdReq81ZaQqU3hvmFRJYUPrh8YiYCmnzKefpVCirbHIgrJTkXDo8p81rPQEsjIu5S8i4dmRAS3jak/LtCqETc9vOXj+8crv72LHNoPSE4kZp2bJIQ3Bxc1ye4jodPOSIBfxchETnsqbZkKwJGRMWaLZGCK6DRAOh08vlLV79bv33iiAE+3p6PHLnLVm+5dz9ryMfdKkWUBQCnoqRfu1UhvExBQVHm/Yc1q1W6c/eBEKJcmVIEsHDputCQgG4dW7lUFTQvChFKOkQJSBAJIgFA8LcgsuKCe0pJjrf/a0QiN+uCwRRk9AghgJKCe467x4VQ/UvVd/cqTURCKHmPL7t7WdyMZnpKqHnZVwymIDf3ACBCxMInt4vz7/kG12SSEYAAKD/7alGenYi8A6q5e4YRCfi7CInIYU+1JVsRMCIq1myJFFwBjQYAEV0uV/y67U3fiqwQXkZi7Obtuy6Xq0qlcKfTCQCIqJNll6oyhpIkKYpLliRA4FwUFBat+X5Xu1aNS4eFcM5B8wIg586M8yv0Bl9377IGo7+bKVBv8AMgIgF/C6KEjAnuAkAm6UhwIg4AyCRECQCIOAkOzyCTdCRUIgHPMUlPghNxeA6ZjCgJoQARPMeYDpkEAIK7iDj8ZwiJyGFPtSVbETAiKtZsiRRcAY3mOUQsKXEiol6vAwDGGCJwLuC/wrlwKorJaCQg0LwIiBIyduHQ6AcZeySd0c3orzf6GUwh5ar39fAJJ+Lw8iIkIoc91ZZsRcCIqFizJVJwBTSav2CIBEBE8A9iDIUg0PzPIQDBc4hMcebmPjh799qO7AenGJMEdyHTlavet0zV7shkAILfIDxD8BsEIPgVwq8IfoPwDMGvEIDgdxCA4FcIQPAMAhD8CuFXBP8RIRE57Km2ZCsCRkTFmi2Rgiug0Wj+JPiMDIiCuwAInmOSPvv+yQuHRgIyIKGqxbLOvULdYaHhrQHoKfgrRByBoaQjocKvCADhV0SCo6RDYEQcniPiRAJRQmTwDAEg/A4BIPwFIiMSAASA8CsiwQEAUQJE+B1CInLYU23JVgSMiIo1WyIFV0Cj0fzTITKU9KpSUJx3pyDnWs7Dsz5BtULC25BwITKX80lh3h03o/nS0biSgszKb44OLNNECBcQwb9DfHhzT/b9k5LOPcDylm9wHUSp8Mnth7f2h1XqqDeYVVf+rUtrlZJsN6N/SHhro2cYAjy6czTLnizJBnPomwGWRkT8TvpWd88w/1JRRBxRdjxILcy5HlaxE5Pcigvu3rq42j+sgW9w3btXtwWUftvdM4yrxXeubCrKu6PTe4ZW7GDyKk0k4DeEROSwp9qSrQgYERVrtkQKroBGo/njITICAiIAQGSFT27fu7E77/Gl4vy7SnG23uBb9vVeYZVjSCjwDCKTEKWMC995+kX4l2oghApA8BsEoPTUeQTk7hH2OPNotbemGUyBOfdPXz+75LWGE909LSWFDy8eGRcc3ibnfqrBFBJR5xNEdvP88nzH1dKvdTO4BxtMQSTUtJTJ3gGvl67ajYSKTHfnyqac+6dfazhR1plysy5cPDLW6BFaoe6wjAsry1bv7eP/uuLMuXQkzifwdXPom0Yvi6zzACD4DSEROeyptmQrAkZExZotkYIroNFo/ij4FCBDlFzOPERkkh4AmKR/ZD985ZfZ7p5h3gHV/Eq96elbgUkGRIT/iJDpSKjwHyEAXT25kPNivdFcmJtRtf44vdEn58HZG+e+rRo1zt0zrKQw69LRCf6WRrlZ57wDqpV9rScgZFxY9cie7BcaGVSupadvuOBO28/TvP2rWarEkFCR6TLTt+Q8OFM1apysM+VknbudthZRMpiCSwoflqn2oY9/NcWZm3ZsEgLzCa4TWqGdrDMCEfyGkIgc9lRbshUBI6JizZZIwRXQaDR/BGRAQlXynzxOc9z7Jc9xuXSVrsHlmgvuQkSXUqAUO4weoZLORMSJOBAAEPxHCEDwNyAAXD21MN9xxVyqfoClkcm7PDLMfXj+xrlvq0aNc/cMKynKupA8xugR4htcJ6B0Y72bNwDevBhfmHOz7Os9DaZQWW8i7rIdn+Yd8HrpKl0FdyGTM9O35Dw4UzVqnKwzZT88m5m+OahMs4wL8YBYtf5YL3MVxZmTdmyKb1DtwNJvuZmCERn8DiEROeyptmQrAkZExZotkYIroNFoXgB8iogACAAQWc7Ds3cub8zNOs9dRW7u/kZPi6VyZ39LIxIqACAyQEbEgQj+JxCA0lPnynrPCnWGEHESKjIp9+G5a2cWV2sQ5+5lKSl8ePHI+PI1PvIPayC4k0ggShkXVj6+ezyoTBNPcxWfoJok1LRjcSWFWb7BdcMqtjd6lbbbNmTfP1WtYZysM2U/OHPbllD1zbE3L6x8mLGndsslXn6VFGfuxcPj3Yxm78Bq5tD6Bo8QIAG/ISQihz3VlmxFwIioWLMlUnAFNBrN/xSihEwCIs6dLiVf1rkzpgMAJunvX9+VcfE7/7CG3gGvm3zKu3uGMaYTwgUvTkHuDYayu085IAHPoEvJK8zN8PSrJOuMXC3Jd1xx9y6jN/gSCXgKsTgvMz87XXDF5F3e01wJgPKz04vy7IzpfYJq6Y2+Rfl3XSU5nn6VGJOVktzi/ExPcyWlJKcg54Z3wOs6vYcQrrzHtuKC+4joE1Tbzd0fiOA3hETksKfakq0IGBEVa7ZECq6ARqP5GxCA4D+FKCkl2YVPbuVnpzvu/ZL/+HLlqDGBpZuQcAEAkSChSrIBmY6Ik+AABC8UYzIBkFDhLxAZMllwFwABIJN0JFQiAX+BTGZMBgASqhAqADCmQybRU8JFJBAlRCaECwAQGTJJcBeihEwWQgEiAGCSHpEBgOAKkYDfISQihz3VlmxFwIioWLMlUnAFNBrN7xEJZBJjOgAg4iQEAMHvICDcvbo9Mz3RWZTFVaenXwW/4LrB5VuZvMsQCXgGAQEIAAheIYRE5LCn2pKtCBgRFWu2RAqugEaj+SvIZMfdnx33Uj18I9y9wtzcAw3uQUzSCa7AX2FMvn/zx4e39ptLRfkG1zF4BEvMDQCIOLzSCInIYU+1JVsRMCIq1myJFFwBjUbzK0TGJOaW+/jSqR/7cVeJ3ujnZgpyM5j9QutZKkUDMgCCXyGQQCYjk0hwIgFAoAFCInLYU23JVgSMiIo1WyIFV0CjeaUhICAyRJmEWlL4oCjvTp7j8u1LawRXCIirJZ5+FSpHjvIJrEHE4XcQniHQ/IaQiBz2VFuyFQEjomLNlkjBFdBoXj2IDJkMAIIrgiuFuRk5j87lPjxXnHenpCgLiEs6D9X5RAjVN7hO5TdHuXuVIeECzX+NkIgc9lRbshUBI6JizZZIwRXQaF4JCAD4jAyISnF2cf6dgtyM3KyzuVnnSwoeym4eBlOIh09536A6viF1s++dSEuZHBrxXoU6Q9zc/QV3gea/hZCIHPZUW7IVASOiYs2WSMEV0Gj+D0NkKAMyEi4hlJLCx0+yLuRknS7IuVFS+EB1Fhg8gnwCa/oE1vTwKWf0sugNfkAEiE8eXXycmVK6aldZ70GCg+a/i5CIHPZUW7IVASOiYs2WSMEV0Gj+r8GnABmizF2FRfmZRXn2J48u5madK8i5hkxnMAUaPS0+QTV9A2qZfMoySc8kPQCQUIkE/IoQJQAgEqD5BxASkcOeaku2ImBEVKzZEim4AhrN/wWIjCHKRFwIRXUW5DsuZz84nZ99pTj/nrPYIemM3v7VfIPrePpWcPeyGEwhyCQilUgAAQCB5sUgJCKHPdWWbEXAiKhYsyVScAU0mn9VCAiIDFEmoRYX3C/Oz8zPTs/JOvsk66LgJXqjv9EjxMv/Nd/AWp7+VWSdSZLcABmRSkIAEGhePEIicthTbclWBIyIijVbIgVXQKP5l4LIkMkAILiLq8VFefbsB6eePLpU/OR2SXEWCeHhW943qK6Xf1V37zLuHqUkvTsJDiSICIBA88ciJCKHPdWWbEXAiKhYsyVScAU0mn8B+JwMiM7ix8X5dwtzb+Rmnc95cMZZlKVz83EzBXn6RvgE1vQJqql395eYHpkMxAVxIALNPw8hETnsqbZkKwJGRMWaLZGCK6DRvJwQGcqAjISLc5ez6FFu1tnch+cKcq6XFD1UnfkGj2DfoNreAdVNvuXdPcL0Rj8gQcSJCIBA8+cgJCKHPdWWbEXAiKhYsyVScAU0mpcIPgXIEGXuKijKv1uUdzvvcVr2/VOFTzIYk93cA03eZbwCXvcLruvuaWGygUk6ACChEgnQ/PkIichhT7UlWxEwIirWbIkUXAGN5k+GyBiiTMQFV1SlIM9hy3lwJt9hKy54oBQ7mM7dJ/B1n8Cann6V3D3DDB4hiBKRSiSAAIBA8xIhJCKHPdWWbEXAiKhYsyVScAU0mj8BAgIiQ5RJqMUF94vy7QXZ13IenH7yOE2oJXp3f6NHKS9zZd+Qup5+lXR6D8b0gIxIJSEACDQvKUIicthTbclWBIyIijVbIgVXQKP5Z0FkyGQAEFzh/P+xBzdwbtVl4uif53deZiadZDpNOynTBEo5EwjTmU4BNxpdHQq6TEELrHFX6qqDu8saV9coOlp1UXyhkZdQFXQEKioq1oyovIgoGAZXskGmgCQB5fW00HaatOlMM5NzTn7P80c+d+917+7/f71pcc+k8/1ateqzB/ftrE4/Wp/dVa9NM0vvsvDSnqGuFQMdvpDHG1RUD3MDmJgZgGHRAsDIzBUzX8ymENCIJfyhKEkbFi16BSEAIApEBRDt+crczK7aoWeq048c3LfTqpW1Nm/bkpXe7pO6A6d39Qy2efxCtKFQgSWxBGZYtMAwMnPFzBezKQQ0Ygl/KErShkWLjjb8AxVQMDlS2tbcdHX6sYN7H65Vn6nX9jWcw+1LVnYH1i/tGVrSdUKH73i9vRv4JQ1mBmD4M1IUwQxEBH8yRAQAZoZF/w1GZq6Y+WI2hYBGLOEPRUnasGjR0YEvARSIasM5PD+zqza7a2b6sYPTj9SqTwuhty3p8XhDSwND3T3rPV2rhaIJRQcApgYzwf8ERYjp8gEhhH/ZUiKC/y+KIlRVrdctIYSua7btMDMs+k8Ymbli5ovZFAIasYQ/FCVpw6JFzUMUCqLCLEnaDWt25kDpwJ6HZw88MX/4RWe+omhLulYMdK88rbPb8PiOb1+yElEwS2YCBgCG/yFCIAAempm99ba7Vwd7zzn7tUT8EuUPBAA0GpKI4I8oivLM8y/c+sO7LduuHDgYCa9519++xdPRzsyKIgQKp9FAREVREIABEIABpJTMDMcQRmaumPliNoWARizhD0VJ2rBo0f8/CAiIQqBK1Jg//OLc7O7ZyhPV6Z2Hph8nsvWO5R2dK30r1nb3rPctjyjqEkXRAZFZMhEAw/80RKxb9ncydz6/a8+uF/dVKtW+k46/7COX+JctfWHP9LPPv9De3macGPR2dkop4WWqqj71jDn6/stW9fZ8ZevHbrrlts+lb/jGly7/mwvPAeZ905X9lYMnrQ7ajlMuV4kJAAEAEVb4uzs62pkZjhWMzFwx88VsCgGNWMIfipK0YdGiPwGigkIBAJK2bNRrh547uPc3h8qPzx0yrfn9TNTZbSw77gyvP7LEd0KHd5WidTBJYGJmAAY30TT1+z+655rrv3X15R9+5vndTz+7+8d337/jxlTpd89M3HHvma971Y9/mlUU8dmPv++UvhOllACg69rE7fe+M/HJkbNf+9UrP3HDtye+dnPm21/9fI+/+75fPfTju37Zd9Lx6c995LY7773i2m8gghCCAZYv6/rK1o+fdGJISgnHCkZmrpj5YjaFgEYs4Q9FSdqwaNF/DwEAUaBQANCa2z9/+IXDB58+NP3ogX07rbn9entXu2dl5zKjO7C+q2ddW4dfCB2FyiyZJTCDW7Xp2nXbd4x9Zttgf1+oN7BpZPjUU05ac/yqt178kT379md/fOPlV339S1+75StXfuK9o3HHaQCAqiq7Xth3yYc/+/NsbuBUw790aeLit11w3lnPPLf7Kzd977obd3zhk+//UOIdn0597fDcvLE6xMA/u+/Xr3nV4KXvexciMjMcKxiZuWLmi9kUAhqxhD8UJWnDokV/BFEgKoCCyZHStuamq/t2Vvc9Mlt92pqbbtgz7Ut6u1ee3rVibefSNR3eoN6+DJiYJTMDMCwEiiL27C1vu+G7E7ffu29/xdPefvXlH3rH28595LdPzB6ecxryI5ddYzvODel/jf3FEAA0nAYA/OyXD95864+PC6y4+95f75uuXPTWc1L/+kGvd8mll11z0y0/2nHTF18fO33qsdLp6yLtHu+DuYd++ot/+8A/vn1pl1dKgmMIIzNXzHwxm0JAI5bwh6IkbVi0CPAlgAJRbTiz87O7a4een9lfOLDvN3OHnhNCb/P0LOla3dUz0L3ydI83JJQ2oWgAzCSZCRYUTVUflXVY6QAAIABJREFUeqRw7ddu+ft3XPjUs7sCK/yXXzX+ulevT3/u0meff+HhR0tTj5ZOXB08702v7w0sP3hoxty9t29N6Olnd5970fvfOPzqm7Z9uvDkM/HRS2tz9ft/fMOKFcs2veODL+yZvnvH9aFVK5lJUdTfPf3c9dt3vPfd8bCxutFowLGFkZkrZr6YTSGgEUv4Q1GSNiw6RiEKBVFhliTthj07s79wYHrnbKU4f3ivM19RtCVLe9YtDQx5u8MdvmD7kuMQkUkyEDAAMCxMuqbdk33w4vdfdsm73+rzdvafvOarN2f+8Z0XFp54+is33err7AyfdAIKCK854UOJd379W5kv33jrlz7/0dXH977xrf/05r96w5ev+Ogzz71w0SUff92r13/x08knf//seRf9SyS8+gfbr+pe6hMCZw/PXXHtTX/5mtPOe9PrbduBYw4jM1fMfDGbQkAjlvCHoiRtWHQMQUBAVAQqRM784T1zM+bsgd8d3PfwTLlI0tY7/B2dq3zLT1228nTvsrCidypCB0RmySShJSBio9G4d/Lff3L3/bOH5159xsDZb3j1cYHlqS9946lndymKIhvSaTRec8bgv1yy+c6fP/CF9I2X/vO73n7hOd/+/h33ZHORk0+cnamtPqH37Ree85z54k/uvv+J3z/n7Vxy/sYzN/zlqwSKL934XV3T3jv6Nn4ZHHMYmbli5ovZFAIasYQ/FCVpw6JWhyhQqABA0paNeq36zMHpndXpR+dnd1u1/czSu+zk7sB634q1Hm+owxtUtHYmCUzMDMDQchBA93T86le/OVA99JaNZzacBhHpbToIAf83KR3HefKp5+574KH4pjcuX9atqcp83To0c7jL19nR0W7bjkBUNRUUBZil0yCiidt/8dDOwqcu/YclHg8RwbGIkZkrZr6YTSGgEUv4Q1GSNixqQQgAiAKFAgDWfGV+xqxVnz24b+fB6Ufs+YrW5mtfsrKz2+gOnN7VM9DW4RdCR6EyS2YJzNDqEPFgdUYRwufrZGb4LxDxcG1u8sGpV60/deWK5Q0pAQARBSLxH8B/hogzs7XvTdz1pjNjfWuOdxoNOEYxMnPFzBezKQQ0Ygl/KErShkWtAlEgKoCCyZHStmp7q9OPHdw7VTv0bL22t2HX2r3HLetZ3xVYt6Rrtcd3vNa2FJiYJTMDMBxjEBEAmBn+NxBRVRRJkojhT4CIuqY2GlISwbGLkZkrZr6YTSGgEUv4Q1GSNixa2PAlgAKF0rAPz83smpvddWj6seq+nbXqM6i0dXQGOrzHLw0Mdfes9/iOF4ouFA2AmSQzwaJFRxkjM1fMfDGbQkAjlvCHoiRtWLTwIAoFUWGWJO2GNTNTKR7Y+/DsgSfmZ/fY9QOq5l3aM7A0cFpnt7HEF2pbEkAUTJKBgAGAYdGiVwojM1fMfDGbQkAjlvCHoiRtWLQwICAgCoEqkTN/+MW5md0zlSeq01OH9heYnLaO5R2dvb6etUt71vv8pyiqR1F0QGSSzBIWIFVViJiI4AioilAEMLgJgyOJGVoUIzNXzHwxm0JAI5bwh6IkbVjkYogKCgUASNqyMV+rPntg78Mz5cfnZkxrbj8AdHb3da883eePeHwneLyrhNbOJIGJmQEYFixEfGjn48v93SetDkkpoSmKgr/cufe5PYdVRYA7EHO7rpy5fmXP0nZJDC2IkZkrZr6YTSGgEUv4Q1GSNixyFwQEBIFCAUBrbnpudnft4NMHpx+tTu+05ip6+9J2z8pOf193z9DSnnV6xzIhdBQqs2SWwAwLHwKgEFdce9Ngf9/5555l1S1oiq6Kq3YUf/34/jZNgDtIYp9Hu/Rv+k8O+RxJ0IIYmbli5ovZFAIasYQ/FCVpwyIXQBSICqBgcqS067V91X07q9OPHK4+bdWmG87hjs5V3StP860Y6Oxa4/Gu0jq6gYhZMjMAQ2tBABRi67btg/19mzZusOoWNEVXRTpTyhXKuibAHYjY69GS8Ug46HMkQQtiZOaKmS9mUwhoxBL+UJSkDYv+x+DLFBSKY83MHd5dqz4/U3784N6Ha4eeV9S2to6eJV0ndPWsW3bc6R2dq4TSJhQNgJkkM0HrQgAUYuu27YP9fZs2brDqFjRFV0U6U8oVyromwB2I2OvRkvFIOOhzJEELYmTmipkvZlMIaMQS/lCUpA2L/qwQhYKoMEuStmPNzJQfP7hv52z5ifm5Pfb8AU3v7OoZ6u5Z17ks7PEG25esBEQmyUDAAMBwDEAAFGLrtu2D/X2bNm6w6hY0RVdFOlPKFcq6JsAdiNjr0ZLxSDjocyRBC2Jk5oqZL2ZTCGjEEv5QlKQNi15xCAiICqJC5NRnX6zNmrMHfndw729myyWSTptneYc36Fse6V55hndZn6ItUYQOiEySWcKxBwFQiM9dfcPQQPiC88626hY0RVdFOlPKFcq6JsAdiNjr0ZLxSDjocyRBC2Jk5oqZL2ZTCGjEEv5QlKQNi14ZiAoKBQBIWrJhHT74VHV6Z3X6sfnZ3dbcfmb2+k9ZFljvW97f4Q16fEGhdjA1gImZARiObYh47wP53sDytaf2NZwGNEVXRTpTyhXKuibAHYjY69GS8Ug46HMkQQtiZOaKmS9mUwhoxBL+UJSkDYuOGgQARIFCAQBrrjw3Yx6uPlOd3lnd96g9X9Hal7YvWent7uteeXrXirV6h18IDYXKLJklMMOiP6IoCjMTETRLV0U6U8oVyromwB2I2OvRkvFIOOhzJEELYmTmipkvZlMIaMQS/lCUpA2LjgyiQFQABZMjpV2v7anue7S6b2ft0LP12t6GM9fhXdXds76rZ3BJ12qP73itrQuYmCUzAzAs+u8gwot7yx5PW3dXFxFBU3RVpDOlXKGsawLcgYi9Hi0Zj4SDPkcStCBGZq6Y+WI2hYBGLOEPRUnasKgZ+DIFheJYM3Mzu+Zmzer0b6vTU7Xqc4ra3r4k4PGesHTl0NKeIY83JBRdKBoAM0lmgkX/RwiAQlz55ZsH+o03n3OmVbegKboq0plSrlDWNQHuQMRej5aMR8JBnyMJWhAjM1fMfDGbQkAjlvCHoiRtWPSnQhQKosIsSdqOdWimXDi49+HZA0/OH95j1w9oeldXz0B34LTObsPjC7V5AojIJBkIGAAYFv1pEACFuOLam9atDW/auMGqW9AUXRXpTClXKOuaAHcgYq9HS8Yj4aDPkQQtiJGZK2a+mE0hoBFL+ENRkjYs+j9BQEBUBCqSnPnZ3XOzL8yWSwend86UH2eSbZ4VHZ29XSsGlvas9/pPVtUOoeiAyCSZJSxqCgKgEFu3bR/s79u0cYNVt6ApuirSmVKuUNY1Ae5AxF6PloxHwkGfIwlaECMzV8x8MZtCQCOW8IeiJG1Y9F8gKigUACBpS2f+cPXpg/sePrS/MD9rWnP7AYR3Wbh75ek+/yke3wkd3l6htjNJYGJmAIZFRwYBUIit27YP9vdt2rjBqlvQFF0V6UwpVyjrmgB3IGKvR0vGI+Ggz5EELYiRmStmvphNIaARS/hDUZI2LPoDBAQEgUIBAKs2PXd49+GDT1X3PVqdfsSeP6C3L21fsrJz2cndgaGuFYN6xzKhaIgqs2SWwAwug4jMDAsTAqAQX0jfuG5t+Pxzz7LqFjRFV0U6U8oVyromwB2I2OvRkvFIOOhzJEELYmTmipkvZlMIaMQS/lCUpA3HMESBqAAKIocaVn1u78G9Ow9NP3q4+rQ1N91wah3eYPfK07uWDyxZeqLHu0pv72aSzJKZARjcChGkJAAQQsDCJBC/+f07jDWhN8ROt20HmqKrIp0p5QplXRPgDkTs9WjJeCQc9DmSoAUxMnPFzBezKQQ0Ygl/KErShmMOvkxBoTjWobnZ3bVDz8+UHz+45+HazPOK2tHm6VnSdeLSnsHulad1dPYKpU0oOjAxS2YC19NUVSji2zvu+Iv1AyeHT7DqNgAgACDCS5gZ/t8QABDhJcwM/w9EZGYAQET4Y8wMrzgiwpdBs3RVpDOlXKGsawLcgYi9Hi0Zj4SDPkcStCBGZq6Y+WI2hYBGLOEPRUnacExAFAqiwixJWo41c2j/b6v7ds5Wnpyv7bHrBzXd1xVY190z1Lmsz9MZbF8SAEQmyUDAAMCwECAAIP76oUcfeHBq52+fXNmzbOSs177pzJiqKkR8+PCcqiqejnYGlpLgP6iqQsSHD8+pquLpaGdgIlJVVSDO1y0GUBUFAJgZ/gMzIyK8whpSCkQhBDRLV0U6U8oVyromwB2I2OvRkvFIOOhzJEELYmTmipkvZlMIaMQS/lCUpA0tCwEBURGoSGnPH35xbsacqTxR3ffwTOVJJqfNs8LjDfmWR7pXntHZbaiaRwgdEJkks4QFSFXVO+65/+vfnPjAP1705O+f++W//eb3zzx/32031Ov1iTvus2z7med2Hx867j0Xnb/cv5SIAUAI8cKL+26765eWbT/z3O7jQ8e956Lzvd7O58wXnvjds3f94lfvvfhtfScd/5Ubbn3qGVNRFERk5rNe/xdvfcsbgZnhlSKEuH77jkjf6jdtiFmWDU3RVZHOlHKFsq4JcAci9nq0ZDwSDvocSdCCGJm5YuaL2RQCGrGEPxQlaUNrQVRQKABADVs25mcP/r46vfPQ9G/nD79Qn5sGBt/yU7t71vtWnOrxhjq8qxS1nagBTMwMwLBgIaIQYsvnvvSdzE//5oI3rVq54qTVodna3PkjZ4595trbfzZ5x3e/dNtd911+5ddTl/3Lh9/3zobTAEQm/uAnr7zjZ5N3fPdLt9113+VXfv2Ln05evHnTrT+8+6rrvt3Wpt35vS8frM68b+yKLm9nR0d7bW7++V0vfnnrx856fVRKCa8MBEAhrrj2psH+vvPPPcuqW9AUXRXpTClXKOuaAHcgYq9HS8Yj4aDPkQQtiJGZK2a+mE0hoBFL+ENRkjYseAgICAKFAgDW3HRtZlft4DMH900dmn7Utg5qbUs7Ons7u41lK0/3LR/QO7qF0FCozJJJAjC0Cl3X7v/1wx+5LF188hlJ8nXR9dd89tK1p5x0860/MXfvufii8z+19frvTfx02xUfveRdb200JLyE+ZbMXebuPRdfdP6ntl7/vYmfbrvio//0nr996DePxUc/csbQqd+87rM7f/tko+G8NrqeiG/49kR7uz769vOJJDO8QhAAhdi6bftgf9+mjRusugVN0VWRzpRyhbKuCXAHIvZ6tGQ8Eg76HEnQghiZuWLmi9kUAhqxhD8UJWnDwoQoEBVAQWRTw64ffvHg/kere3fOHXpuvrZXNuY93tDSwPqlgUGP7wSP73i9zcdEzJKZARhajhDimed23f/glHFi6Ke/+DfHadzygzs/9N6/23Lp3wPxI489+c0dt+9+Ye/GN77ugo1nLVnS0Wg0lP8LPvLY77654/bdL+zd+MbXXXDuhi6f7wc//tnff/DyD16y+bKPXjI/b6mq0t7WdtcvHvj1Q49d+r6/6/R4JBG8YhAAhdi6bftgf9+mjRusugVN0VWRzpRyhbKuCXAHIvZ6tGQ8Eg76HEnQghiZuWLmi9kUAhqxhD8UJWnDQoIvU1AojnWoNrtr/pBZnX6sum9nbeZ5RW1vX7LS41vdvXJoac9QR+cqoehC0QGISTITtDRd12789g8/+pltX71yi2U76/r7/vljWz/yvnedEDruuu075uetobXh41auWL5s6WvOGNzx45/ffe+/ffLSf2Dm67fvmJ+3htaGj1u5wr+s63WvGur0dX7qC1+55vpbbr1h65vPeYNt25qqPfr4kzd+57YP/dM7Tji+t9GQ8EpCABTiimtvWrc2vGnjBqtuQVN0VaQzpVyhrGsC3IGIvR4tGY+Egz5HErQgRmaumPliNoWARizhD0VJ2uB2iEJBVJgbJB27Xp0pP35w78OzB35fr71o1w9qbUu7ega7e07r7D7J4wu1e3oAkUkyEDAAMBwbhBAv7Nl3xbXbZw/PSSlPPXlN/ynGG4ej7/voFT+5+35VVYjYcZz1A6d8/8bU1i9941vfv+OrV275+f25idvvVVWFiB3HOW0wcsO1/5qfKnx1+45nzRf+4Z0X/tO748cFlpcrBz+fvunNb3r9Wa+P2o4DrzAEQCGuuu6bAxHjvHOGrboFTdFVkc6UcoWyrglwByL2erRkPBIO+hxJ0IIYmbli5ovZFAIasYQ/FCVpg0shCkUIVTas+cO752Z2z5RL1emdh8pFZKl7ejq8vV0rBroDp3m7+xS1Qyg6IDJJZgnHKkUIBpj4yS8asrFp45mejvZGQ9bm5uGPKIrS6el4xtx9y447N7/13JU9yxuyAf9BVRRNU+fm60SsCEHMSzztxHz1dd86LrD84os2SeKXwJ/FzOGarqodHe3MDE3RVZHOlHKFsq4JcAci9nq0ZDwSDvocSdCCGJm5YuaL2RQCGrGEPxQlaYMbIUlr5sAT1b0PHyoX52ZMa74sQOn0h7tXnuFbdrKn64SOzl6htjFJZgkMAAyLAFRF/Lb0VJfPG1q1UkoJAPgyAIY/QIE4vf/Az37566GBU9aechIzAyIAwx8gvwz/AF7CDIoifnTXL3c+9sTYB0bb23Uihj8XRAQAZoZm6apIZ0q5QlnXBLgDEXs9WjIeCQd9jiRoQYzMXDHzxWwKAY1Ywh+KkrTBfYSiHdr/+KO//CgwdXiD3mXh7sD6rhWDWnuXUNoQFWbJJAEYFv0XiAgAzAz/G1JSQ0pPR7uUEv4EdcvSVFXTVCKGPxdEvP1n94dWrTxj6FTHaUBTdFWkM6VcoaxrAtyBiL0eLRmPhIM+RxK0IEZmrpj5YjaFgEYs4Q9FSdrgQojSrlX3P663L/X4jtfblzJJZsnMAAyLjhgiMjP8aRARAJgZ/lwQAIX4/DU3rFsbvuC8s626BU3RVZHOlHKFsq4JcAci9nq0ZDwSDvocSdCCGJm5YuaL2RQCGrGEPxQlaYNLoVA04JdIZoJFxxIEQCG2bts+2N+3aeMGq25BU3RVpDOlXKGsawLcgYi9Hi0Zj4SDPkcStCBGZq6Y+WI2hYBGLOEPRUnasGgBUhUElyEGIoajAQFQiK3btg/2923auMGqW9AUXRXpTClXKOuaAHcgYq9HS8Yj4aDPkQQtiJGZK2a+mE0hoBFL+ENRkjYsWmiIeN/BOjODazDAknZ1aacORwMCoBBbt20f7O/btHGDVbegKboq0plSrlDWNQHuQMRej5aMR8JBnyMJWhAjM1fMfDGbQkAjlvCHoiRtWLSgCMSZOeeK7/zWcggRXKIh+TX9y982vBoBGI4UAqAQW7dtH+zv27Rxg1W3oCm6KtKZUq5Q1jUB7kDEXo+WjEfCQZ8jCVoQIzNXzHwxm0JAI5bwh6IkbVi0oAjEas2+9KsPWzYhgks0JJ25PvCejX0IwHAUIGLhyae7u7zB3oCUBE3RVZHOlHKFsq4JcAci9nq0ZDwSDvocSdCCGJm5YuaL2RQCGrGEPxQlacOiBUUgVmv22PiUZRMiuERD0vBQYHTEQACGo6NN1yRRoyGhWboq0plSrlDWNQHuQMRej5aMR8JBnyMJWhAjM1fMfDGbQkAjlvCHoiRtWLSgCMRqzR4bn7JsQgSXaEgaHgqMjhgIwHAUIOLUYyX/sqUnHr9KSglN0VWRzpRyhbKuCXAHIvZ6tGQ8Eg76HEnQghiZuWLmi9kUAhqxhD8UJWnDogVFIFZr9tj4lGUTIrhEQ9LwUGB0xEAAhiOFACjEZ6/++tDaky9889lW3YKm6KpIZ0q5QlnXBLgDEXs9WjIeCQd9jiRoQYzMXDHzxWwKAY1Ywh+KkrRh0YIiEKs1e2x8yrIJEVyiIWl4KDA6YiAAw5FCABRi67btg/19mzZusOoWNEVXRTpTyhXKuibAHYjY69GS8Ug46HMkQQtiZOaKmS9mUwhoxBL+UJSkDYsWFIFYrdlj41OWTYjgEg1Jw0OB0REDARiOFAKgEFu3bR/s79u0cYNVt6ApuirSmVKuUNY1Ae5AxF6PloxHwkGfIwlaECMzV8x8MZtCQCOW8IeiJG1YtKAIxGrNHhufsmxCBJdoSBoeCoyOGAjAcKQQAIXYum37YH/fpo0brLoFTdFVkc6UcoWyrglwByL2erRkPBIO+hxJ0IIYmbli5ovZFAIasYQ/FCVpw6IFRSBWa/bY+JRlEyK4REPS8FBgdMRAAIYjhQAoxOevuWHd2vAF551t1S1oiq6KdKaUK5R1TYA7ELHXoyXjkXDQ50iCFsTIzBUzX8ymENCIJfyhKEkbFi0oArFas8fGpyybEMElGpKGhwKjIwYCMBwFiHhP9sFVK3vWrQ07TgOaoqsinSnlCmVdE+AOROz1aMl4JBz0OZKgBTEyc8XMF7MpBDRiCX8oStKGRQuKQKzW7LHxKcsmRHCJhqThocDoiIEADEdHW3sbSWnbDURojq6KdKaUK5R1TYA7ELHXoyXjkXDQ50iCFsTIzBUzX8ymENCIJfyhKEkbFi0oArFas8fGpyybEMElGpKGhwKjIwYCMBwFiLDrhX1LPB3+ZUuJCJqiqyKdKeUKZV0T4A5E7PVoyXgkHPQ5kqAFMTJzxcwXsykENGIJfyhK0oZFC4pArNbssfEpyyZEcImGpOGhwOiIgQAMRwoBUIirr//W2ohx3l+9wapb0BRdFelMKVco65oAdyBir0dLxiPhoM+RBC2IkZkrZr6YTSGgEUv4Q1GSNixaUARitWaPjU9ZNiGCSzQkDQ8FRkcMBGA4UgiAQlxx7U2D/X3nn3uWVbegKboq0plSrlDWNQHuQMRej5aMR8JBnyMJWhAjM1fMfDGbQkAjlvCHoiRtWFAURTADEcGxSiBWa/bY+JRlEyK4REPS8FBgdMRAAIYjhQAoxNZt2wf7+zZt3GDVLWiKrop0ppQrlHVNgDsQsdejJeORcNDnSIIWxMjMFTNfzKYQ0Igl/KEoSRsWDkWI6fIBIYR/2VIigmOSQKzW7LHxKcsmRHCJhqThocDoiIEADEcKAVCIrdu2D/b3bdq4wapb0BRdFelMKVco65oAdyBir0dLxiPhoM+RBC2IkZkrZr6YTSGgEUv4Q1GSNiwEQiAAHpqZvfW2u1cHe885+7VE/BIA0FSVmKWU8EcQUVEUhD9gACklMwshVEUBgIaURAQvQ0RVVaSkl8BCIBCrNXtsfMqyCRFcoiFpeCgwOmIgAMORQgAU4nNX3zA0EL7gvLOtugVN0VWRzpRyhbKuCXAHIvZ6tGQ8Eg76HEnQghiZuWLmi9kUAhqxhD8UJWmD6yFi3bK/k7nz+V17dr24r1Kp9p10/GUfuWT5sm4G/v3Tpqarq1b2MDO8DBFt29m3v0JEAAgIK/zdXb7OanX2yaefU4Q4uW+1p6OdiDVVbTQaTzz13Irly5Yt9TEzuJ5ArNbssfEpyyZEcImGpOGhwOiIgQAMRwoBEPGWzF0nnRh83atPc2wHmqKrIp0p5QplXRPgDkTs9WjJeCQc9DmSoAUxMnPFzBezKQQ0Ygl/KErSBtfTNPX7P7rnmuu/dfXlH37m+d1PP7v7x3fff8tXP1c5eCj7q4fuuOeB5Hs3X3ThRqfRgJdpmnb7z+6//MpxKSUzLO3qvO6LW6qHZq6+/pZ1/X179pXrdfsLn/xnT0fHfb966L4H8lOPFq/53Edeffpa22mA6wnEas0eG5+ybEIEl2hIGh4KjI4YCMBwdEhJiCCEgGbpqkhnSrlCWdcEuAMRez1aMh4JB32OJGhBjMxcMfPFbAoBjVjCH4qStMH12nTtuu07xj6zbbC/L9Qb2DQyfOrJJxknBqcee+Ljn/3y08/tmrj56tir1tmOAwBCoG07V1//rba2ti5vp+M0lnZ5Tzxh1SUf/lzP8u6Jm6/+efbBiz/w6c+MvfefRt/20188cOll6Z7ly35489W9K1c0pATXE4jVmj02PmXZhAgu0ZA0PBQYHTEQgOHomJubV1W1rU1nZmiKrop0ppQrlHVNgDsQsdejJeORcNDnSIIWxMjMFTNfzKYQ0Igl/KEoSRtcT1HEnr3lbTd8d+L2e/ftr3ja26++/EPvumjTrt17LnzXh1VV2XHTF3tX9iACMyPib4u//8FPfv666HpmftVQ//JAz9du/O4HPp5Kvvcdqcs/MvGjn77rff/6nnecv+2KsV//+86/fvelf3Xma66/6hOqojAzuJ5ArNbssfEpyyZEcImGpOGhwOiIgQAMRwoBUIjt3/lR+KTjh1/3F7ZtQ1N0VaQzpVyhrGsC3IGIvR4tGY+Egz5HErQgRmaumPliNoWARizhD0VJ2uBumqo+9Ejh2q/d8vfvuPCpZ3cFVvgvv2r8tdGhL3/x4w/822/iF3/03Df+5XVf/DgKfOa5F9p0bfXxq+6+91f3ZB88IdT73R/cZTcaN1172dPP7X73P3/qr9989mc+lvjazTu+9PXvff4T77/0Axff8I0dH/zElZ//xPv+5ZLNtu3AQiAQqzV7bHzKsgkRXKIhaXgoMDpiIADDkUIAFOLz19y4bm3fBeedbdUtaIquinSmlCuUdU2AOxCx16Ml45Fw0OdIghbEyMwVM1/MphDQiCX8oShJG9xN17R7sg9e/P7LLnn3W33ezv6T11z/jR3ve8/fxKLrr7/x1o9++tpPfeQfP3npJb8t/O7i9//rKX0nfvXqTyBAm653dHZ+dut1l135ta2f/MB73nHhVdd9c+rR0utjp0/c/vPygUM/vPnqvpNO+OAnrrxlxx233ph6yznDRAQLgUCs1uyx8SnLJkRwiYak4aHA6IiBAAxHCgFQiK3btg/2923auMGqW9AUXRXpTClXKOuaAHcgYq9HS8Yj4aDPkQQtiJGZK2a+mE0hoBFL+ENRkja4GyI2Go17J//9J3ffP3t47tVnDJz1+uhJJ4buvT93Tza3v3xgzerQO98lp2YUAAAgAElEQVR2nqZrn/z8VyTJf3znX//svgf/7m3nDZxqfHDLF2/49g+/dtUn3/m3b240ZKPR+PYP7rz8yvEtH3xPfNMb7/z5ryZ//fDcfP2MoVP/5oK/WrnCL4nA9QRitWaPjU9ZNiGCSzQkDQ8FRkcMBGA4UgiAQmzdtn2wv2/Txg1W3YKm6KpIZ0q5QlnXBLgDEXs9WjIeCQd9jiRoQYzMXDHzxWwKAY1Ywh+KkrTB9RBA93T86le/OVA99JaNZzacBkmpqKqiKiAEEDUcZ/bw/E/u/uXqUO/uPdOJSz9/zWcvDa4KvP9jqejpa6/8zIe6u7zlysEf/TR75z2Tb79w5K1veaOmKkIRQlUBERrSdhxmhoVAIFZr9tj4lGUTIrhEQ9LwUGB0xEAAhiOFACjEF9I3rlsbPv/cs6y6BU3RVZHOlHKFsq4JcAci9nq0ZDwSDvocSdCCGJm5YuaL2RQCGrGEPxQlacNCgIgHqzOKED5fJzPDf4aIv3mkKEm+5ox19bp1x88nf/fU8zOztf5T1lx47tk+3xJz994f//SXPcuXvT522nE9K5xGg5lhYRKI1Zo9Nj5l2YQILtGQNDwUGB0xEIDhSCEACvGVG2+NnHziORtea1k2NEVXRTpTyhXKuibAHYjY69GS8Ug46HMkQQtiZOaKmS9mUwhoxBL+UJSkDQsEIgIAM8N/R1EUBGhIiYiapiIiIDKR4zSYGRE1TWVmKeklsJAJxGrNHhufsmxCBJdoSBoeCoyOGAjAcHTsLx9sb9e7fJ1EDE3RVZHOlHKFsq4JcAci9nq0ZDwSDvocSdCCGJm5YuaL2RQCGrGEPxQlacOiBUUgVmv22PiUZRMiuERD0vBQYHTEQACGo6OtTSdJttNAhOboqkhnSrlCWdcEuAMRez1aMh4JB32OJGhBjMxcMfPFbAoBjVjCH4qStGHRgiIQqzV7bHzKsgkRXKIhaXgoMDpiIADDkUIAQLztzvtOCB33F6cNOI4DTdFVkc6UcoWyrglwByL2erRkPBIO+hxJ0IIYmbli5ovZFAIasYQ/FCVpg2sIfAm4DREzuIhArNbssfEpyyZEcImGpOGhwOiIgQAMRwoBUIjPXvX1oYGTL3zz2VbdgqboqkhnSrlCWdcEuAMRez1aMh4JB32OJGhBjMxcMfPFbAoBjVjCH4qStMEdEKF8yCofqgtEcA1ECPYs6dAVZnAJgVit2WPjU5ZNiOASDUnDQ4HREQMBGI4UAqAQW7dtH+zv27Rxg1W3oCm6KtKZUq5Q1jUB7kDEXo+WjEfCQZ8jCVoQIzNXzHwxm0JAI5bwh6IkbXAHReBtD+z64QOmrgpwB2bQVPzY29ee2NspicEdBGK1Zo+NT1k2IYJLNCQNDwVGRwwEYDhSCIBCbN22fbC/b9PGDVbdgqboqkhnSrlCWdcEuAMRez1aMh4JB32OJGhBjMxcMfPFbAoBjVjCH4qStMEdFIETk2bmflNXBbgDM2gqfuIdA2t6OyUxuINArNbssfEpyyZEcImGpOGhwOiIgQAMRwoBUIit27YP9vdt2rjBqlvQFF0V6UwpVyjrmgB3IGKvR0vGI+Ggz5EELYiRmStmvphNIaARS/hDUZI2uIMicGLSnJg0dVWAOzCDpuKWzQNrejslMbiDQKzW7LHxKcsmRHCJhqThocDoiIEADEcKAVCIz1799aG1J1/45rOtugVN0VWRzpRyhbKuCXAHIvZ6tGQ8Eg76HEnQghiZuWLmi9kUAhqxhD8UJWmDOygCJybNiUlTVwW4AzNoKm7ZPLCmt1MSgzsIxGrNHhufsmxCBJdoSBoeCoyOGAjAcBQg4pNPPdfl6zxu5QqSBE3RVZHOlHKFsq4JcAci9nq0ZDwSDvocSdCCGJm5YuaL2RQCGrGEPxQlaYM7KAInJs2JSVNXBbgDM2gqbtk8sKa3UxKDOwjEas0eG5+ybEIEl2hIGh4KjI4YCMBwdLS1t5GUtt1AhOboqkhnSrlCWdcEuAMRez1aMh4JB32OJGhBjMxcMfPFbAoBjVjCH4qStMEdFIETk+bEpKmrAtyBGTQVt2weWNPbKYnBHQRitWaPjU9ZNiGCSzQkDQ8FRkcMBGA4ChDxoZ2PL/d3n7Q6JKWEpuiqSGdKuUJZ1wS4AxF7PVoyHgkHfY4kaEGMzFwx88VsCgGNWMIfipK0wR0UgROT5sSkqasC3IEZNBW3bB5Y09spicEdBGK1Zo+NT1k2IYJLNCQNDwVGRwwEYDhSCIBCXHHtTYP9feefe5ZVt6ApuirSmVKuUNY1Ae5AxF6PloxHwkGfIwlaECMzV8x8MZtCQCOW8IeiJG1wB0XgxKQ5MWnqqgB3YAZNxS2bB9b0dkpicAeBWK3ZY+NTlk2I4BINScNDgdERAwEYjhQCoBBbt20f7O/btHGDVbegKboq0plSrlDWNQHuQMRej5aMR8JBnyMJWhAjM1fMfDGbQkAjlvCHoiRtcAdF4MSkOTFp6qoAd2AGTcUtmwfW9HZKYnAHgVit2WPjU5ZNiOASDUnDQ4HREQMBGI4UAqAQW7dtH+zv27Rxg1W3oCm6KtKZUq5Q1jUB7kDEXo+WjEfCQZ8jCVoQIzNXzHwxm0JAI5bwh6IkbXAHReDEpDkxaeqqAHdgBk3FLZsH1vR2SmJwB4FYrdlj41OWTYjgEg1Jw0OB0REDARiOFAKgEFu3bR/s79u0cYNVt6ApuirSmVKuUNY1Ae5AxF6PloxHwkGfIwlaECMzV8x8MZtCQCOW8IeiJG1wB0XgxKQ5MWnqqgB3YAZNxS2bB9b0dkpicAeBWK3ZY+NTlk2I4BINScNDgdERAwEYjhQCoBCfu/qGoYHwBeedbdUtaIquinSmlCuUdU2AOxCx16Ml45Fw0OdIghbEyMwVM1/MphDQiCX8oShJG9xBETgxaU5MmroqwB2YQVNxy+aBNb2dkhjcQSBWa/bY+JRlEyK4REPS8FBgdMRAAIajABHvfSDfG1i+9tS+htOApuiqSGdKuUJZ1wS4AxF7PVoyHgkHfY4kaEGMzFwx88VsCgGNWMIfipK0wR0UgROT5sSkqasC3IEZNBW3bB5Y09spicEdBGK1Zo+NT1k2IYJLNCQNDwVGRwwEYDg6FEVhZiKCZumqSGdKuUJZ1wS4AxF7PVoyHgkHfY4kaEGMzFwx88VsCgGNWMIfipK0wR0UgROT5sSkqasC3IEZNBW3bB5Y09spicEdBGK1Zo+NT1k2IYJLNCQNDwVGRwwEYDgKEOHFvWWPp627q4uIoCm6KtKZUq5Q1jUB7kDEXo+WjEfCQZ8jCVoQIzNXzHwxm0JAI5bwh6IkbXAHReDEpDkxaeqqAHdgBk3FLZsH1vR2SmJwB4FYrdlj41OWTYjgEg1Jw0OB0REDARiOFAKgEFd++eaBfuPN55xp1S1oiq6KdKaUK5R1TYA7ELHXoyXjkXDQ50iCFsTIzBUzX8ymENCIJfyhKEkb3EERODFpTkyauirAHZhBU3HL5oE1vZ2SGNxBIFZr9tj4lGUTIrhEQ9LwUGB0xEAAhiOFACjEFdfetG5teNPGDVbdgqboqkhnSrlCWdcEuAMRez1aMh4JB32OJGhBjMxcMfPFbAoBjVjCH4qStMEdFIETk+bEpKmrAtyBGTQVt2weWNPbKYnBHQRitWaPjU9ZNiGCSzQkDQ8FRkcMBGA4UgiAQmzdtn2wv2/Txg1W3YKm6KpIZ0q5QlnXBLgDEXs9WjIeCQd9jiRoQYzMXDHzxWwKAY1Ywh+KkrTBHRSBE5PmxKSpqwLcgRk0FbdsHljT2ymJwR0EYrVmj41PWTYhgks0JA0PBUZHDARgOFIIgEJs3bZ9sL9v08YNVt2CpuiqSGdKuUJZ1wS4AxF7PVoyHgkHfY4kaEGMzFwx88VsCgGNWMIfipK0wR0UgROT5sSkqasC3IEZNBW3bB5Y09spicEdBGK1Zo+NT1k2IYJLNCQNDwVGRwwEYDhSCIBCfCF947q14fPPPcuqW9AUXRXpTClXKOuaAHcgYq9HS8Yj4aDPkQQtiJGZK2a+mE0hoBFL+ENRkja4gyJwYtKcmDR1VYA7MIOm4pbNA2t6OyUxuINArNbssfEpyyZEcImGpOGhwOiIgQAMR4FA/Ob37zDWhN4QO922HWiKrop0ppQrlHVNgDsQsdejJeORcNDnSIIWxMjMFTNfzKYQ0Igl/KEoSRvcQRE4MWlOTJq6KsAdmEFTccvmgTW9nZIY3EEgVmv22PiUZRMiuERD0vBQYHTEQACGo4OI8GXQLF0V6UwpVyjrmgB3IGKvR0vGI+Ggz5EELYiRmStmvphNIaARS/hDUZI2uIMicGLSnJg0dVWAOzCDpuKWzQNrejslMbiDQKzW7LHxKcsmRHCJhqThocDoiIEADEdHQ0qBKISAZumqSGdKuUJZ1wS4AxF7PVoyHgkHfY4kaEGMzFwx88VsCgGNWMIfipK0wR0UgROT5sSkqasC3IEZNBW3bB5Y09spicEdBGK1Zo+NT1k2IYJLNCQNDwVGRwwEYDgKhBDXb98R6Vv9pg0xy7KhKboq0plSrlDWNQHuQMRej5aMR8JBnyMJWhAjM1fMfDGbQkAjlvCHoiRtcAdF4MSkOTFp6qoAd2AGTcUtmwfW9HZKYnAHgVit2WPjU5ZNiOASDUnDQ4HREQMBGI4UAqAQV1x702B/3/nnnmXVLWiKrop0ppQrlHVNgDsQsdejJeORcNDnSIIWxMjMFTNfzKYQ0Igl/KEoSRvcQRE4MWlOTJq6KsAdmEFTccvmgTW9nZIY3EEgVmv22PiUZRMiuERD0vBQYHTEQACGI4UAKMTWbdsH+/s2bdxg1S1oiq6KdKaUK5R1TYA7ELHXoyXjkXDQ50iCFsTIzBUzX8ymENCIJfyhKEkb3EERODFpTkyauirAHZhBU3HL5oE1vZ2SGNxBIFZr9tj4lGUTIrhEQ9LwUGB0xEAAhiOFACjE1m3bB/v7Nm3cYNUtaIquinSmlCuUdU2AOxCx16Ml45Fw0OdIghbEyMwVM1/MphDQiCX8oShJG9xBETgxaU5MmroqwB2YQVNxy+aBNb2dkhjcQSBWa/bY+JRlEyK4REPS8FBgdMRAAIYjhQAoxBXX3rRubXjTxg1W3YKm6KpIZ0q5QlnXBLgDEXs9WjIeCQd9jiRoQYzMXDHzxWwKAY1Ywh+KkrTBHRSBE5PmxKSpqwLcgRk0FbdsHljT2ymJwR0EYrVmj41PWTYhgks0JA0PBUZHDARgOFIIgEJcdd03ByLGeecMW3ULmqKrIp0p5QplXRPgDkTs9WjJeCQc9DmSoAUxMnPFzBezKQQ0Ygl/KErSBndQBE5MmhOTpq4KcAdm0FTcsnlgTW+nJAZ3EIjVmj02PmXZhAgu0ZA0PBQYHTEQgOHomDlc01W1o6OdmaEpuirSmVKuUNY1Ae5AxF6PloxHwkGfIwlaECMzV8x8MZtCQCOW8IeiJG1wB0XgxKQ5MWnqqgB3YAZNxS2bB9b0dkpicAeBWK3ZY+NTlk2I4BINScNDgdERAwEYjg5EBABmhmbpqkhnSrlCWdcEuAMRez1aMh4JB32OJGhBjMxcMfPFbAoBjVjCH4qStMEdFIETk+bE5P9iD07Aoqz/heF/v797AZFFHRMlRgtHFBHFtqkpC7cS1FwSM3HDJXU0C1MptMVcJ1NcyiT3XZNRc8+2aaykUbFFhjStvN2VSTRR5p779/u+/Xvec13nXOec531e9FzPHfH5aKrMwByIQJExLyslIS6SCwJzYIjlFXpuQXFQF4hgEgYXaamx2ek2BCC4AxBx58dfWu9u+EBqy1DIgCpRZZZfWFpUUqYqDMxBCIqKUHIykxLjo0NcQDVESEQBzef3uBDQ5nBarHbBdTAHiaHbq7m9miozMAciUGTMy0pJiIvkgsAcGGJ5hZ5bUBzUBSKYhMFFWmpsdroNAQhuFwIgYzPmLW3TKrFXt07ByiBUiSqz/MLSopIyVWFgDkJQVISSk5mUGB8d4gKqIUIiCmg+v8eFgDaH02K1C66DOUgM3V7N7dVUmYE5EIEiY15WSkJcJBcE5sAQyyv03ILioC4QwSQMLtJSY7PTbQhAcLsQABmbvWBF6+RmPTI6BCuDUCWqzPILS4tKylSFgTkIQVERSk5mUmJ8dIgLqIYIiSig+fweFwLaHE6L1S64DuYgMXR7NbdXU2UG5kAEiox5WSkJcZFcEJgDQyyv0HMLioO6QASTMLhIS43NTrchAMHtQgBkbPaCFa2Tm/XI6BCsDEKVqDLLLywtKilTFQbmIARFRSg5mUmJ8dEhLqAaIiSigObze1wIaHM4LVa74DqYg8TQ7dXcXk2VGZgDESgy5mWlJMRFckFgDgyxvELPLSgO6gIRTMLgIi01NjvdhgAEtwsBkLHZC1a0Tm7WI6NDsDIIVaLKLL+wtKikTFUYmIMQFBWh5GQmJcZHh7iAaoiQiAKaz+9xIaDN4bRY7YLrYA4SQ7dXc3s1VWZgDkSgyJiXlZIQF8kFgTkwxPIKPbegOKgLRDAJg4u01NjsdBsCENwuBEDGZi9Y0Tq5WY+MDsHKIFSJKrP8wtKikjJVYWAOQlBUhJKTmZQYHx3iAqohQiIKaD6/x4WANofTYrULroM5SAzdXs3t1VSZgTkQgSJjXlZKQlwkFwTmwBDLK/TcguKgLhDBJAwu0lJjs9NtCEBwByBiyfFTdWOi4uNiORdQJarM8gtLi0rKVIWBOQhBURFKTmZSYnx0iAuohgiJKKD5/B4XAtocTovVLrgO5iAxdHs1t1dTZQbmQASKjHlZKQlxkVwQmANDLK/QcwuKg7pABJMwuEhLjc1OtyEAwZ0RpipcCMPgUFWqzPILS4tKylSFgTkIQVERSk5mUmJ8dIgLqIYIiSig+fweFwLaHE6L1S64DuYgMXR7NbdXU2UG5kAEiox5WSkJcZFcEJgDQyyv0HMLioO6QASTMLhIS43NTrchAMEdgIjFP5Ra6tW5t/HdnHOoElVm+YWlRSVlqsLAHISgqAglJzMpMT46xAVUQ4REFNB8fo8LAW0Op8VqF1wHc5AYur2a26upMgNzIAJFxryslIS4SC4IzIEhllfouQXFQV0ggkkYXKSlxman2xCA4HYhADI2be4Hqa2a9+7eKVgZhCpRZZZfWFpUUqYqDMxBCIqKUHIykxLjo0NcQDVESEQBzef3uBDQ5nBarHbBdTAHiaHbq7m9miozMAciUGTMy0pJiIvkgsAcGGJ5hZ5bUBzUBSKYhMFFWmpsdroNAQhuFwIgY7MXrGid3KxHRodgZRCqRJVZfmFpUUmZqjAwByEoKkLJyUxKjI8OcQHVECERBTSf3+NCQJvDabHaBdfBHCSGbq/m9mqqzMAciECRMS8rJSEukgsCc2CI5RV6bkFxUBeIYBIGF2mpsdnpNgQguF0IgIzNXrCidXKzHhkdgpVBqBJVZvmFpUUlZarCwByEoKgIJSczKTE+OsQFVEOERBTQfH6PCwFtDqfFahdcB3OQGLq9mturqTIDcyACRca8rJSEuEguCMyBIZZX6LkFxUFdIIJJGFykpcZmp9sQgOB2IQAyNnvBitbJzXpkdAhWBqFKVJnlF5YWlZSpCgNzEIKiIpSczKTE+OgQF1ANERJRQPP5PS4EtDmcFqtdcB3MQWLo9mpur6bKDMyBCBQZ87JSEuIiuSAwB4ZYXqHnFhQHdYEIJmFwkZYam51uQwCC24UAyNiMeUvbtErs1a1TsDIIVaLKLL+wtKikTFUYmIMQFBWh5GQmJcZHh7iAaoiQiAKaz+9xIaDN4bRY7YLrYA4SQ7dXc3s1VWZgDkSgyJiXlZIQF8kFgTkwxPIKPbegOKgLRDAJg4u01NjsdBsCENwBiLjfc/Duhg3atEoMhQyoElVm+YWlRSVlqsLAHISgqAglJzMpMT46xAVUQ4REFNB8fo8LAW0Op8VqF1wHc5AYur2a26upMgNzIAJFxryslIS4SC4IzIEhllfouQXFQV0ggkkYXKSlxman2xCA4M4ICw8TnOu6gQhVo8osv7C0qKRMVRiYgxAUFaHkZCYlxkeHuIBqiJCIAprP73EhoM3htFjtgutgDhJDt1dzezVVZmAORKDImJeVkhAXyQWBOTDE8go9t6A4qAtEMAmDi7TU2Ox0GwIQ3AGIcObcpdoRtSz16gghoEpUmeUXlhaVlKkKA3MQgqIilJzMpMT46BAXUA0RElFA8/k9LgS0OZwWq11wHcxBYuj2am6vpsoMzIEIFBnzslIS4iK5IDAHhlheoecWFAd1gQgmYXCRlhqbnW5DAILbhQDI2NzFa1ol2bo99USwMghVososv7C0qKRMVRiYgxAUFaHkZCYlxkeHuIBqiJCIAprP73EhoM3htFjtgutgDhJDt1dzezVVZmAORKDImJeVkhAXyQWBOTDE8go9t6A4qAtEMAmDi7TU2Ox0GwIQ3C4EQMZmzV/eOrlZz64dg5VBqBJVZvmFpUUlZarCwByEoKgIJSczKTE+OsQFVEOERBTQfH6PCwFtDqfFahdcB3OQGLq9mturqTIDcyACRca8rJSEuEguCMyBIZZX6LkFxUFdIIJJGFykpcZmp9sQgOB2IQAyNnvBitbJzXpkdAhWBqFKVJnlF5YWlZSpCgNzEIKiIpSczKTE+OgQF1ANERJRQPP5PS4EtDmcFqtdcB3MQWLo9mpur6bKDMyBCBQZ87JSEuIiuSAwB4ZYXqHnFhQHdYEIJmFwkZYam51uQwCC24UAyNjsBStaJzfrkdEhWBmEKlFlll9YWlRSpioMzEEIiopQcjKTEuOjQ1xANURIRAHN5/e4ENDmcFqsdsF1MAeJodurub2aKjMwByJQZMzLSkmIi+SCwBwYYnmFnltQHNQFIpiEwUVaamx2ug0BCG4XAiBj0+cuTU1J7NWtU7AyCFWiyiy/sLSopExVGJiDEBQVoeRkJiXGR4e4gGqIkIgCms/vcSGgzeG0WO2C62AOEkO3V3N7NVVmYA5EoMiYl5WSEBfJBYE5MMTyCj23oDioC0QwCYOLtNTY7HQbAhDcLgRAxHWFe5reG//Yw/eF9BBUiSqz/MLSopIyVWFgDkJQVISSk5mUGB8d4gKqIUIiCmg+v8eFgDaH02K1C66DOUgM3V7N7dVUmYE5EIEiY15WSkJcJBcE5sAQyyv03ILioC4QwSQMLtJSY7PTbQhAcGdwLhCBMQZVpcosv7C0qKRMVRiYgxAUFaHkZCYlxkeHuIBqiJCIAprP73EhoM3htFjtgutgDhJDt1dzezVVZmAORKDImJeVkhAXyQWBOTDE8go9t6A4qAtEMAmDi7TU2Ox0GwIQ3Bk3b96SZTksTCUiqBJVZvmFpUUlZarCwByEoKgIJSczKTE+OsQFVEOERBTQfH6PCwFtDqfFahdcB3OQGLq9mturqTIDcyACRca8rJSEuEguCMyBIZZX6LkFxUFdIIJJGFykpcZmp9sQgOB2IQAytmL99sSmjdMee0jXdagSVWb5haVFJWWqwsAchKCoCCUnMykxPjrEBVRDhEQU0Hx+jwsBbQ6nxWoXXAdzkBi6vZrbq6kyA3MgAkXGvKyUhLhILgjMgSGWV+i5BcVBXSCCSRhcpKXGZqfbEIDgdiEAMjZj3rI2rZr16tYpWBmEKlFlll9YWlRSpioMzEEIiopQcjKTEuOjQ1xANURIRAHN5/e4ENDmcFqsdsF1MAeJodurub2aKjMwByJQZMzLSkmIi+SCwBwYYnmFnltQHNQFIpiEwUVaamx2ug0BCG4XAiBjsxesaJ3crEdGh2BlEKpElVl+YWlRSZmqMDAHISgqQsnJTEqMjw5xAdUQIREFNJ/f40JAm8NpsdoF18EcJIZur+b2aqrMwByIQJExLyslIS6SCwJzYIjlFXpuQXFQF4hgEgYXaamx2ek2BCC4XQiAjM1esKJ1crMeGR2ClUGoElVm+YWlRSVlqsLAHISgqAglJzMpMT46xAVUQ4REFNB8fo8LAW0Op8VqF1wHc5AYur2a26upMgNzIAJFxryslIS4SC4IzIEhllfouQXFQV0ggkkYXKSlxman2xCA4HYhADI2M39Zm1aJPbt2DFYGoUpUmeUXlhaVlKkKA3MQgqIilJzMpMT46BAXUA0RElFA8/k9LgS0OZwWq11wHcxBYuj2am6vpsoMzIEIFBnzslIS4iK5IDAHhlheoecWFAd1gQgmYXCRlhqbnW5DAILbhQDI2LvLNiU1v7dLh0eDQR2qRJVZfmFpUUmZqjAwByEoKkLJyUxKjI8OcQHVECERBTSf3+NCQJvDabHaBdfBHCSGbq/m9mqqzMAciECRMS8rJSEukgsCc2CI5RV6bkFxUBeIYBIGF2mpsdnpNgQguDOulF0ND1djoiOFIKgSVWb5haVFJWWqwsAchKCoCCUnMykxPjrEBVRDhEQU0Hx+jwsBbQ6nxWoXXAdzkBi6vZrbq6kyA3MgAkXGvKyUhLhILgjMgSGWV+i5BcVBXSCCSRhcpKXGZqfbEIDgzggLUwUXeshAhKpRZZZfWFpUUqYqDMxBCIqKUHIykxLjo0NcQDVESEQBzef3uBDQ5nBarHbBdTAHiaHbq7m9miozMAciUGTMy0pJiIvkgsAcGGJ5hZ5bUBzUBSKYhMFFWmpsdroNAQhuFwIA4rbdnzexNnrovpRQKARVososv7C0qKRMVRiYgxAUFaHkZCYlxkeHuIBqiJCIAprP73EhoM3htFjtgutgDhJDt1dzezVVZmAORKDImJeVkhAXyQWBOTDE8go9t6A4qAtEMAmDi7TU2Ox0GwIQ3C4EQMamvfNBakrz3t07BSuDUCWqzPILS4tKylSFgTkIQVERSk5mUmJ8dIgLqIYIiSig+fweFwLaHE6L1S64DuYgMXR7NbdXU2UG5kAEiox5WSkJcVqUMg4AACAASURBVJFcEJgDQyyv0HMLioO6QASTMLhIS43NTrchAMHtQgBkbPaCFa2Tm/XI6BCsDEKVqDLLLywtKilTFQbmIARFRSg5mUmJ8dEhLqAaIiSigObze1wIaHM4LVa74DqYg8TQ7dXcXk2VGZgDESgy5mWlJMRFckFgDgyxvELPLSgO6gIRTMLgIi01NjvdhgAEtwsBkLHZC1a0Tm7WI6NDsDIIVaLKLL+wtKikTFUYmIMQFBWh5GQmJcZHh7iAaoiQiAKaz+9xIaDN4bRY7YLrYA4SQ7dXc3s1VWZgDkSgyJiXlZIQF8kFgTkwxPIKPbegOKgLRDAJg4u01NjsdBsCENwuBEDGZi9Y0Tq5WY+MDsHKIFSJKrP8wtKikjJVYWAOQlBUhJKTmZQYHx3iAqohQiIKaD6/x4WANofTYrULroM5SAzdXs3t1VSZgTkQgSJjXlZKQlwkFwTmwBDLK/TcguKgLhDBJAwu0lJjs9NtCEBwuxAAGZs294PUVs17d+8UrAxClagyyy8sLSopUxUG5iAERUUoOZlJifHRIS6gGiIkooDm83tcCGhzOC1Wu+A6mIPE0O3V3F5NlRmYAxEoMuZlpSTERXJBYA4MsbxCzy0oDuoCEUzC4CItNTY73YYABHcAIh4/+VtMdGSjhncJLqBKVJnlF5YWlZSpCgNzEIKiIpSczKTE+OgQF1ANERJRQPP5PS4EtDmcFqtdcB3MQWLo9mpur6bKDMyBCBQZ87JSEuIiuSAwB4ZYXqHnFhQHdYEIJmFwkZYam51uQwCCOyMsPExwrusGIlSNKrP8wtKikjJVYWAOQlBUhJKTmZQYHx3iAqohQiIKaD6/x4WANofTYrULroM5SAzdXs3t1VSZgTkQgSJjXlZKQlwkFwTmwBDLK/TcguKgLhDBJAwu0lJjs9NtCEBwByDioaPH6lvqNr3HyjmHKlFlll9YWlRSpioMzEEIiopQcjKTEuOjQ1xANURIRAHN5/e4ENDmcFqsdsF1MAeJodurub2aKjMwByJQZMzLSkmIi+SCwBwYYnmFnltQHNQFIpiEwUVaamx2ug0BCG4XAiBjs+Yvb53crGfXjsHKIFSJKrP8wtKikjJVYWAOQlBUhJKTmZQYHx3iAqohQiIKaD6/x4WANofTYrULroM5SAzdXs3t1VSZgTkQgSJjXlZKQlwkFwTmwBDLK/TcguKgLhDBJAwu0lJjs9NtCEBwuxAAGZu9YEXr5GY9MjoEK4NQJarM8gtLi0rKVIWBOQhBURFKTmZSYnx0iAuohgiJKKD5/B4XAtocTovVLrgO5iAxdHs1t1dTZQbmQASKjHlZKQlxkVwQmANDLK/QcwuKg7pABJMwuEhLjc1OtyEAwe1CAGRs9oIVrZOb9cjoEKwMQpWoMssvLC0qKVMVBuYgBEVFKDmZSYnx0SEuoBoiJKKA5vN7XAhoczgtVrvgOpiDxNDt1dxeTZUZmAMRKDLmZaUkxEVyQWAODLG8Qs8tKA7qAhFMwuAiLTU2O92GAAS3CwGQsdkLVrRObtYjo0OwMghVososv7C0qKRMVRiYgxAUFaHkZCYlxkeHuIBqiJCIAprP73EhoM3htFjtgutgDjLDLV9qhV+eVhUG5kAEioxTBrRuGhdpCAJzkBCvVugTlxwJ6gIRTMLgon1qw6EZNgYg4HYxAJTY9LlL27RK7NW9c/BWJVRJmMLmflh68NgVVWVgDoJTVG3l5b4tm8dH61xANURIRAHN5/e4ENDmcFqsdsF1uD2cC8PgcNsYw8+KL3x65KIiMTAHIpBlHJ5hu/uuCCEIzAERbtwy5hf+pIcEIpgE53R/i3o9H7XCHYIMvzjgaxR7V3KSzQgZUCWKjOs++fWHU+WKzMAcBFHtcHlA54QmsREGJ7hNCGGqAuZCSEQBzef3uBDQ5nBarHbBdbgNiFhZqd+4WQl3AudkcAIEU1FlhghmEwwJMBUCiaEsI9w5siQJIiEE3AbDEFwAIJgHAigyQ4TbJzEWEx2BiGAihEQU0Hx+jwsBbQ6nxWoXXIfbhohwJyAAIJgNEZgQIpgQEdwpiHDhYlmtiLC6MdFCEFQVIpgQEdwpRATmQkhEAc3n97gQ0OZwWqx2wXWoUcNkEAAZm7NoVUqyrXuX9sHKINT42yAkooDm83tcCGhzOC1Wu+A61KhhMgiAjM2av7xNq8QeGR2ClUGo8bdBSEQBzef3uBDQ5nBarHbBdahRw2QQABmbvWBF6+RmPTI6BCuDUONvg5CIAprP73EhoM3htFjtgutQo4bJIAAyNnvBitbJzXpkdAhWBqHG3wYhEQU0n9/jQkCbw2mx2gXXoUYNk0EAZGxm/rI2rRJ7du0YrAxCjb8NQiIKaD6/x4WANofTYrULrkONGubDEFdv3mVLsD7huF/XQ1Djb4OQiAKaz+9xIaDN4bRY7YLr8LclSRJjKARxzgGA/QUAOOdExBiTGCMAzjkRAQAiMsaISAgB/yTsLwDAOSciRJQkCQDEXxBRkiQAEH9h/4IAQAScc/i/hwuBgIwh/M9AREmSEEEIEkIQESJKkoQInIs/wb+RJIkxFII45wDA/gIAnHMikiSJMRSCOOcAgIiSxBCRc/En+MchJKKA5vN7XAhoczgtVrvgOvw9cc5PnDh59vyFxtb4xGZNJUkqKwt8/8Ox6OioNq1byYp8+vSZk6d+rVenTnJyi7CwMAC4cePGae3sXXfVb3BXfSKCf4wLFy7+dPzniNoRrVOSa0dEVN6q/OHHkoqbN1NSkutb6v3++9USfynnIqVVS4ul3qVLl89fuMC5CA8La9asqaqqRAT/NyAiEcH/DMbYjRs3jvl/Kr96rUkTa2KzppIkXbt23V/6082bt5JbtmjYMFYIAQCc8xMnTp49f6GxNT6xWVNJksrKAt//cCw6OqpN61aMsZ+O/3zu/IXG1vhmzZrKklQZDP74Y8nvv19t3rxZk8ZWIoJ/FkIiCmg+v8eFgDaH02K1C67D35Asy4ePHN2zd38wqF++UjZ0SFbCvfe8X7BcD4X++OPGY48+/MjDD27YWBgM6qc17cnOHfv26ck5X7tu0+eeA+ldOvfr2xuAiKDakyTp8uUrGzYVXrt+/ezZ8w/bH8h6LnPTh1t/POZXFDmyduSIYYP27f9M085cvHgpLq7RmNEjPvv8yy++PFDfUq9uvbqDBvSLiY4mIqheGGOXLl/5YNmqmxUVMTExZ8+df6Ldoz17dN2+Y/fx4z+XBX4PDw8f/6KzQYO7GGOHjxzds3d/MKhfvlI2dEhWwr33vF+wXA+F/vjjxuOPOe65t8m+fZ9UVgYvXynLHtz/vrZt1qzbfPbcubvjGjWzNX28nQMRiQj+QQiJKKD5/B4XAtocTovVLrgOf0OIeP36dUQWuHp11qy56V0616kbs2fvJ5MmjPMe+Oa77350jhoWHh4uSdKM2XPvslheHj/mx2P+bdt3BXU9qUXzAf37AhARVHuIGAwGb9yoCK8Vvui9gpAe6vdsnw+Wruzdq7vFYln8/rJBA/vde0+TqMjITVu2fvvt4dyJLx4sOlR+7XrfPj1UNSw8PAyqHfzLlsLth458N2b0sMbWuz/aufcLz4GccaNjYmIiImp9+vmXW7fumDjhxaQWiUKI69evI7LA1auzZs1N79K5Tt2YPXs/mTRhnPfAN9999+PwoYPq1693uSwwa9bcjPTOic1sK9dsGD50YIvmzQBACEEE/zCERBTQfH6PCwFtDqfFahdch78nxpgsS/s/+WLr9p2jRw49fvzkj8f8U/ImHCw6tGPXnpwXnY3vaXLs+2OLFn/wdLeMRx0PLV2+pnVKculPJ6KjowZmPUskiOCfABFVVf3ll1/nL1riePihli1bfLBs1ZhRw+vUrTNn7sKMLp07PdnhatnvC99dUqtWrdEjh+3es+/rgz5r/N1JLRLTHn8sLDyMiKAaQcRQKPTue0vVcHXMqGGyrPz004mF7xVkD86y2x+8dfPm4iXLf796dfxLY6IiI4mIMSbL0v5Pvti6fefokUOPHz/54zH/lLwJB4sO7di1Z/xLY62NrR/v+2Tr9p3OUcMDgd83bi5MuPeeioqb7do98kS7RxljRAT/IIREFNB8fo8LAW0Op8VqF1yHvydZkr774dja9Zs7tn+8a/qTmwu3HyvxvzZ50jcHv921++OJ41/gghcUrLo7vtGQQVm+Q4c3b9neIa2d71BxZGTE88OHWCx1ORfwD8AYu3q1fOny1aqqjh459LR2dvGSZWNHj6hbt87b7yx4unuG45GHVq/deOqX30Y/nx0ff/ely5evXAn8fPLUnn2fDBs84GH7AwbnUI0gYigUWrR4qSLLY50jwsLDfvj+2HtLlj0/fEib1q3c23b6fEeGZQ9o0SIxFAoBgCxJ3/1wbO36zR3bP941/cnNhduPlfhfmzzpm4Pf7t798YTxL1y6fGXVmg0d2z/eretTH+//YufuPdmDs0r8Px07Vjo+Z8xd9etzzuEfhJCIAprP73EhoM3htFjtguvwNyRJ0s8nT723eKm1cXz3jC5169b58Zh/+47dI4cPLvIduXz5ysAB/VatXn/z5q1+zz5jsdQ7f+6C58uvBInT2pnw8PBxY0bee28TwzCgumOM/fHHjeUr12pnz/XL7BV/d5xhGPMXvt+hwxN168QUbt0x6vnsYyWln372Ra8e3Vs0bxYTE3Pz5s3w8PCTp35ZuXp9/36Zj7dzGIYB1QgiIDL31h0Hvjo4ZHD/hrGxO3ftPXf+wrixIw8dLnZv29k1o3Ob1q3qxNSJiYlmjP188tR7i5daG8d3z+hSt26dH4/5t+/YPXL44CLfkStXyjLSO69cvSE+Pq57Rpe69er88svpTZsLX3xh1LGS0oNFh3JeGlPfUpdzAf8ghEQU0Hx+jwsBbQ6nxWoXXIe/IVmW9+zd7962IyoqiohSkpO6de2yau3Gc+cvKJLU79lnateOWPhuQZgaJknMYrE4Rw2NiYnRdX35qnX16tbp1/cZIQT8A8iyfPLUL4ve+yAUMtQwpU5U9NDsAd8eKvYe+BqRPfhA2y5PdVxSsOLMmXORUZEMWWafHqU/Hff7j1cGg00T7hk04LmYmGghBFQvjLGyst9Xrdlw5ty5WmHhV8quNG+emD2o/7oNm0t/+jkmJopz0fPpbmlPPAoAe/bud2/bERUVRUQpyUndunZZtXbjufMXFEl+rt8zgcDvW9wfRUVFElFKclLPHt3WrN146fIVAOjQ4YmO7R9HBCL4JyEkooDm83tcCGhzOC1Wu+A6/D1xzkOGQYL+JElSeHhYMKhfuHAxOibKUq+eYRihUEgI+hNjGBYWxhgDAD0UQkBZluAfQwgRChlEQghCxPDwMES8ePESETVsGIuIuh4SggsiBFBVNRQKXbp0RVGVhrENJEkiIqiOGGOhUOjylTLDMDjn7q07wsPDsgdnSZIsBCcAVVFkWQYAznnIMEjQnyRJCg8PCwb1CxcuRsdEWerVC/3JMEjQnyRJCg8P04P6ufMXoqIj61ssAEBE8M9CSEQBzef3uBDQ5nBarHbBdfh7QkT4d4gIERlDIhBCAAAiwr8hIvgLIgIAEcE/CSLCvyEiAGCMAQD9BRHh3xAR/gUA6C9QfeFfAIAhXrv+R1kgYI2/W5ZlIoJ/ISL4EyLCv0NEiMgYEoEQAhHh3yEiRGQMiUAIAf9EhEQU0Hx+jwsBbQ6nxWoXXIcaNf7x2F8Mw4Aat4uQiAKaz+9xIaDN4bRY7YLrUKNGjRp3DCERBTSf3+NCQJvDabHaBdehRo0aNe4YQiIKaD6/x4WANofTYrULrkONGjVq3DGERBTQfH6PCwFtDqfFahdchxo1atS4YwiJKKD5/B4XAtocTovVLrgONWrUqHHHEBJRQPP5PS4EtDmcFqtdcB1q1KhR444hJKKA5vN7XAhoczgtVrvgOtSoUaPGHUNIRAHN5/e4ENDmcFqsdsF1qFGjRo07hpCIAprP73EhoM3htFjtgutQo0aNGncMIREFNJ/f40JAm8NpsdoF16FGjRo17hhCIgpoPr/HhYA2h9NitQuuQ3WBiKoqcy4Mg4NpIAIAEhH8byEiEcH/T4ggyzKTmOAiFDLgjpJlSZIlEEIPcSKCf8MYKooMiNzghsEVWWIS03WDiOD2yLIkSSwUMoQg+K+oqgwAum7AncYQFUUCxkCIoG7Af4MxpiiSYXDOBdT4rxESUUDz+T0uBLQ5nBarXXAdbgMiqqoMEgMiEAQMQVBINwQR3Dn4L0D/Av8dRKwM6t8dOx1bP+beJg2ICP4rDJEAiAj+5zGGiiKHQobBRa1w1QgZXBD8JxJjksQqg3p4mBoyDCKQGJMkFjIMIvjfwH+Bkp/Onjlfdo+1QWLTRnAb8F9ACIK/yLL0q3a59MS5+vWiWrdsrCgSEfwJEa8Erp84eV43uDXOkpjQ8ORvl64Erqcm3xMWphARVBUinj0fOHM+kJJkjaxdi4jgPyKiY6VnECG5hRUR4f8Y/glAEMF/gzEsv3az9MTZymCodu3wtin3SIzBf4KIV69VlBw/k5jQqEH9GCKCGv8FQiIKaD6/x4WANofTYrULrkNVSRK7Eri+bsuB0hNnIyLCIyPC/rhxK6Vl495d7XVjagsiuEM4F0E9pCqyLEvw35Bl6Rvf8e4DXU+mtV61aIwsSUQE/0kwGCKAMFVBhP9REsPfyyvWbjlw4dLViorK6KhaY4Y+1ahhXSKQJIbwbxB+PX1549avuRB1omsPy2ofWbtW6c/nvjn0U68Me2TtcCKC/woiCkGLlu09ePjEdz/+FntXzP7C18JVWRBBlRhc6HooTFUkickS277n0JotX166ck07W/bR2kn3pdxrcAEAjGHZ73/kTd+4YetX86cPHjGw07Mj5n9+4Niu9bkPP5BoGByqBBGJaPzrq1dv/HLt+2N7pj+khwz4dxhjFy5dzeg3k0lsz4ZXYxvUEULA/5mQwUMhIzxMYYzBf4UxvHGjcvmGz193fZjR8b7V7zkVWSYi+I9UVVmyev/4V1dMnpj5yrieQggiqDJEkP7EkAhCBici+IssSxJDIggZnIgAABGkPzEkgpDBiQj+HUWREUAPGWAWhEQU0Hx+jwsBbQ6nxWoXXIfbIEls7YfeoaMWPvvs4zMn939xyqpdu799e9qg8aOfFkIosgSMAYKhG5wLSWKyLAEiEOm6QUSyLEkSA4bAyeBcliVgaOiGxBjKEhk8ZBiqqswv2D1/ye6Vi5ztH2sVDIYQUVVkkBgPGZwLNUwRXCDA1Ws3lq77vFlCw14ZD6EkEf+TkBUZAPRgSFXlEycvPDdqwYOpTRfOzEYExpgkS0AERICo6wYRKYrMJAZEQAAIum4AkCxLjDFgSIbQQwb8f2GMXbteMWrC0uO/XNj8wUv+42f7j1zw4qius6f0DwZDFy+XhwyOAMgwqnb4C3kro2qH9+jy4Ni8FR8uzalfN3LJmk+6P/XAow82F0TwF8aYokjwJ0RucMPgYeHqtl3fDhzz7rypA5s0blB64uzoIU+G1QoDIh4yJFkChoZucC4YoqxIiAiIggvD4IosoSwR5ySIKZIwOALmzdj40b5DaxePvf++5n7/r537TO+R/uDwgR33fnp0eFaH2Ib1gEgY3OCcMfbCqytXbvziM/drjzqSd+879P2x00Oee6JB/RiJMWQIiCREKGQQwf+CiLIsMYaACELoIS5JTFIkEMS5kBSJuECG3m/8X37t79fr0XubNGCITJaACIgAUQjBuVi9+cuQbgzulxYRWQuIjJAhSQwlSRhGKMQBQJYlSZaACIgAkRucAEZPXHr4u1Pb10yKj7MIQYosAUMAMHSDCyHLkiQzYMrWj77qM3TemxMzJ4/vzTknAklisizBnxCNkCEr8omT5za6v36qfZuH7S0AQIQMApAUCQTpeogIJInJsgSIABTSDSFIkSUmMWAIXAR1A/6CiIzhqd8unb94tV6d2s0SGimKTESKLJ0+e+X0mSvR0RHNbXGKLBMRY3jqt0vnL16tV6d2s4RGqiJzIQAAEQHg+KnzoRBvYYuTJAamQEhEAc3n97gQ0OZwWqx2wXWoKgSQFXn63MI33t6y5J0RI4c+NWjkwrUbPl/0zvNjR3S5fOXa1t2+n09dYAyf6/Vo25R7/cfPbt936Nq1irhG9fr3fqx+vSjf0ZP7v/jhUtm11i0bt0lusufTozdvBfv1fNR/4uyBb3/q/HhKt6fu3/fZ0en520pPnB03PD0rs12r5taLV8o3bf361G+Xsvq0u7dxg3eX73sgNSGiVvjez462SLy7T7eHd+4/8u2Rn9Mebdkk/q6tu79VZPmFEV1u3Kic9/7OZeu/eNTefEz2Uz3TH/QdPfnRvkNRtWvd3aje7+UVz/V2xN5V5+Mvvv/8q5L6dSMt9aJ0PdS3h6NOTO39nu8P+k6U/3Gz/WPJGR3byrJERPDfUxX56LHf0p+dUa9uVOHK8T+dODc8p2BqbuYLz3f1fHVswhtrKm4EASGydviEMd2nz3VnP9feerdl8sxNU3Mzj5We6dX1oQfaJOghDn+RZenchd+37vadv/i7LLHeXe1tWt3z8edHZy38qPj7X4ZldRj3fHpiorXo29LCnUVRkbU6P9H64y++v3qtYlj/9m2Sm1y9VrFj3+HSE+e4EO0fS3Y82Hzbbt+3xSfTHC2jo2p98uWPmU8//POvF6fPc5eX3xw7/Mm2KQmbtn29afs3vTIenDC6e0rLxusLv/pFuwwE6R1TH3s46Y8bNzOem1V+7ebqd52eb/yXLl/Lfq59cgvrzZuVuz4p/v7Yb3rIeDDV9nSXBySJERFjaHDx2Zc/fnPoRFAPtW7ZpEf6A19/e3zv50cTExrd1/rej/YdbtOySaD8xi+/Xcp65rEH29oMzg8eOrFz/5GoyPC7G1muX7+Z1Dz+wMHS8DBl5OBOZ84FNm3/JjxM6d3NXnT456M//tor46FOT6QgYtHhEzs+PhxVu9bdjepdu34zvWOq55vSqXM+ZIy9PLpb/z7tjBDftsf3y+nLtcKVIf3SEps2OvTdL1t3fxtRSz109NRnB46tfW9sr64P6bohMTzxy8Wd+4/88cctIUTm04/4T5w9ePjEk2mtH0i1bXAf+OX05We62YO6sWv/kWYJDYdndahdu9Yvpy9u23OoLPBHTHTE4GefaHhXHc83x7wHfyoLXH+gbdPM7o+oqgwAhsHnF+z+9cyVlKTG6wsPpLZqMu2VfrVqqYuW7vvm0PGnOrT58mu/xRI145V+tWuH5y/Z9euZKylJjdcXHkht1WTqpGfrW6KEIEliH+3xvfzm2vtaJ6xa6AwLU4gI/u8jJKKA5vN7XAhoczgtVrvgOlQVY1hZGRr8wnu79x+ZOaW/qijr3Ac6tms1cczTf9y4Neyl9xveFfPcM+16DXlncN/H+/d+dPj4gr5PPxzXsN5Lr61e++5YlHDyjE2zJj/3+Vclaz78cs27Y376+fxr0zc81/eJ9o+2fHXGxsZ3Wz51v3b6TFnX/rOb3tNg+fzRsXfFRESE3bql7/qkeOi4xQMy2w3MfLzjM9PaPdziPdfwl99Y8+2Rk7vWTyKC/iMXEOKr43p+8VXJlu1fbVw2vlf6Qy9NWbV8/ecrFzkzOrXd7/n+pSmrRw/unNHpvh6D3m5wV8z+LVO2fHTwzTlbpr3ybNN7YvuNmN+6VZPNS3MWfrDno72H588Y8rpr84VLVz/ePDmhSWzI4GFhCjAGQPD/QmEYoRAHAMbw5i194ptrly7/uJG1fhPrXd063zdhzNOIsGjZvsDvN+Lj6gV1o1a4kt4xdd2WA9eu35Qk6Y8bt2rXDnv8kaS2re5tUD9GkCACWWLHT10YOGZRXGzdt98Y+Mpb64+fPLdt9URJYn2GzRNCrFrobNHsblWVywJ/vO7avHzdZy+O7NrwrjpvzNmS3iF14czsiVPXlRw/u+bdMYW7ipas+mTF/NF33RXdf+QCiUkP3WfbvPnLmdMGPZBq6zci//GHk+ZNGxymKi/krfjiq2Nr3hub0CT2xbyVt4Kh998etmjZvo/2Ht61ITcyIrzd02+0fyx5ydvDt+09NOLF9ye92GvK+N65b63b/8UPBXNHlvyk5c3Y+O7sYYP6Pm5w8adp89wrN3gWzxl+62ZwxMsFr73cp1fGQ8+/XHD46KlnezyyerO3e5f7+/VyDH1xSa/0B1ctcm7ZUZTz2uoXhndJ79i215A5kbXDC1dMWLbus3mLd655b2yXzvdNnr5h6ZpPR2V3TmwaN2Xm5iccSVuWj9/z2dFxr64cPaRzRqf7egx6u0H9mP0fTv7yoL//qAVDn+vw+qQ+ZWV/DM9Z8uhDzR9saxs05t1XxvXo/ETrgc53e3Z9aMSAjgPHLLpafnP3htyWza1EdPZ8Wd9h+fXqRb00smvejI0jB3Vuk9wka/TCmMjwLctf/ubwiWEvvf9Am4QRgzouWrrv1G+Xvtr5FiA+N3L+I/cnPv5I0vCXC6bnPhsZGZ6/ZPe8aYNXbvjiky9/OLDzreTm8QRw+mzZI+l5TziSC+aM6DFoTtGRE3s25h08fPytd9wLZmSPGd5l6tsfvjl786r3xnZ8POW+jrlPOFoWzBnRY9Ccg4dP7N30aue0NtwQez4tXrr2s517D+WMedr1ehaRIAITICSigObze1wIaHM4LVa74DpUlSxLp89c6T7w7WBQb5kYv3PvoUnjerreGEAE77z30avTNy6cMSSoG++v2j81t++uj4/s3H/Eu+Ot8usVm7Z+3a+3Y+Ib6/VQaP6MIa6FH4WFKUvmjFi+/vM35mzZtmpCaqsmj3SZnNKyyfY1E4sO/9yl38znB3bMnzZYEAlBYaqydVdR/9GLxo/qmje+97hXVvx+9cbSeSP7j1r425kr+7dMuVkZm5PfDAAAFRVJREFUfLLP9Afb2jYvfemVaRveX/nxrg2vPP5Iy16D5xT/8Kt351RL3ainnp1RVnb9wK63Ll+5ltZzar9ejpdHd+s+wFWvbtS+TXnflfz29IC3h/R7YvCzT3TqMy29Y9v+zzw2Zeam9o+1enNSZu2IsJs3g/kFu0/+elFiDP7Chcjo2LZP94cJgDH87sff3lm8M7J2+JHvf/n+2K9POJJXLBytKNK893d3eKwVAbRt1STeepehG6GQcfpMWcmJM0WHf9Z1o26d2tev32rR7O4hz6XBv9DEN9ctWrZ3/ZJxz/VpNzJnyYr1Hveql233xHbqM/2h+23rF7+gqgoRIYJz4rItOw7u3ZzXKLZO+55vWepFPdPdPmXmpklje8x6c+DipXvGTPhg5hsDnn7qgaf6Tn/oPtuYoV02b/9m9JDOP/96ccDoRa+9/MxrE/tevlzea9Ccq9cqPv4wb9O2bya9sTZ/5pCXnE+/OWvj1FkfLn/XWa9uZJ+h+W9O6jNlYt+V6z4dkVMwf/qQexs3eGbo3H69HCsXjtm6q6jf8/OH9u+waNZQWWbfHvn5qb4zH7M3375mku/oyU7PvNXtyfvfmz0sc9i8sqt/LHl7xIcfHXyqfRtJYpnD5o0dnj5xTPeM52ZeCdz4atdb16/fbPf0G2mO5I0fjJs0df2ydZ9uWTG+S8e2I3MKNn10cN+mVxVFfipzRvcu98+ektVj0NuXr1w7sOuty1eupfWc+ky3h1YuHLNg6Z6XX1+zZM6I4YM7TZiy+v1V+wveef74qfPb9hyaObnfsnVffHvk54+35NWJrt05c7o1rv6W5Tkx0RGI+Ovpy72z55w+ffm5Pu26drqvfbtWZ88FuvSbmdTs7q2rXt732Xf9Ri549cWer77U66nMGafPXvl86+sLl+59f9UnH62Z2LBBnfdX7Xc81Hz63K3Wu+u9Mq7X1Dlb7m3SYMGMIVGRtYgoZPBvj5yMqKWWHD87aeq6Nsn3vPZy76EvLpEYfrbt9Sbx9V+f/eG02ZtnTR00YUx378HSiFpqyfGzk6aua9XCumqR8957Gu7ce+iHUk0PhlyLPlryzojB/dJ03QBTICSigObze1wIaHM4LVa74DpUVViY8pn3x56D5nR78r4Xn894JntuZO3wXRteadokduiL76/e5BkzrMvjjpYP329TZDmj/6wLl65+tfMtW0IjXQ/94D/9VN8ZlrpRY4d3SU2+JyWpsSSzAaMX+YpPfr172tFjvz07Iv+NCX1en/Ts3Hc/yn1r/ZJ3RgzL6qDrBiIg4qSp695bsX/76okZXR5auXb/zVv6Iw8069p/druHW6xfMm7bnkODnO9OHt/rxREZnfpMu/7HLc+2Nyr1UFrPqU3i6+/Z+Grpz+c69Jr6YFvb/i1TVm78YuTLS5fMGW6Nr99j4NuZTz+8bvG491ftH/vK8g/mPV8nJrJP9jsd2qX07/3ofW0S7m3cIDxMYYzpeujI97/8caMSEf4XIrAlNGzaJBYQrpZXdMuafatS9340NcT5gFELP/ni+70fTq5XN2rZus+Sm8dv2v7NmbNlH8wb1aVDG2RY/MOv23b77m3cwPXu9rlvDvrq258+8f74WeFr0dER167f7Dss/+iPv+zbPLlVUuOeg98+dPTUx5snn7v4e9/h8yc4u017tR/nnDF2JfBH7yFzKiqC+7dMPn2mLL3fjPaPJTeoX6dgzaer3nUOeq79hCmr5i3etfq9sZGR4f1GzH9lXI+puc+GQgZj7NXpG/KX7N66akL3jIeKj/7crb/r/jYJa98bM+aVFZu2f7N346ud01oPGvPuxq1f797wivdg6fyC3ZuX5WR0um/YS4t37Duya31u0eGT4yevcE0dNOmlZ+Yu3DbhtdWz3siaNLYHMly96cvsMYtefqHnO9MHr9vkGThq4cRxPfr3fqxbluvBtk3XLn4hPExhjE2ZuWnu4p3b10yIa1SvXbfXH2xr2//hlB0fH+4zdN6bkzJHDurUY6Dr5i1994ZXa4UrTw98+3rFrX2bJn+059C4ySsL3hnxYFvbY91ee7Ctbf+WKSs3fjHy5aULZ2WPGtwpe9ziXfuP7lw36b7WCX2GvvP5gRLn0KcedyTZ72t26cq1HgPfrlc38pMtUw5/f6r34LkjB3d6+40BQhAAVFRUeg6WrP3wwP7PvktIaLh11YTiH34Z6Hz3tfHPTJnQ5/VZm2Yv3L5t9cSExg3aPf162qOtPpj7/IDRC7/2Hd+zMe9RR5LQjT2fFfcbsaC5LW5YVof72yQ0S2hUO0IFQMaYwY3jJy8c9B3/+deLD6Q2ffqpB74v+a1Tn2mPPth8x7pcAMgcNu/zA8d2bXjlCUfLYz+dOeg7/vOvFx9IbZrRsW2dOhH7PvvOd/TUmKFPTpq6fuf+I3s2vPJAatOgboApEBJRQPP5PS4EtDmcFqtdcB2qyuA8//1dr72+ZvzLfWa9ljXxzTUL520dNfbp2a9lLVq297VpG6ZM6vv8oE57PztqjbOs3eLd6P7qXdew9o+1+vTLH9q0avLCqyvLfr/uXjFBltk3vuOP2Vv0GvxOo4Z1PdvfmPf+rinTN7w/b1R2VvuXXl35wdrP1r//Qo/0BxhjiICIL7y6omDNp1tXTUhp0fijvYf69nQc+f5U7yHvjBnW5e03Bkx9+0NX/rYdm15NSWr8QKdXWiTG71gz8aeT59N6vtn9yfuXzR919vzvHZ95q25M5KpFzncW79i6y7d56UuNYut0G/B2C1vcopnZcxbv3P1J8f4PJyuy1ClzWttWCSsWjDr568Xfzl4Z8Ew7VVWISJYlhP+ACxJCMIaXrlzr9Mw0RZb2bHqVMTbQuejWLX3LivHRkbUkidWOjly8dPeY8QXO5zMWzMz+2vfTzo+PjBzU+fip885Jy1YvGrt45ceqKi/LHyXLEuf8xSmrNrq/3r5mohBigHNRZveH57w58J33dr7u+nD9khf69XxUDxmKIn/3429ds2YlJ8avWfzC3MU7V2z4fMOScdq5wJjcZYtmDe3wWKu+I+bfZYle+97YxSv3T3dt3rJm4jPdHzYMYRhG/1EL93569OMPJz9ib7Fr76HnRi18aWTXWa9nvfX2h9Pmbv1wWU5CkwY9Br39yAOJi2YPHTm+4Iuv/TvXTWrZ3Pr0ANeZc4E9m1796eT5AaMWThzztHPYU32Hz//jxs0ty8bf26QBY3igqDSj36wBmU+8lZs5etKyY6Xah8tyfv71Yt/suXnjn5n+6rMGF4bBnxu5YP8XP3y+/Y3oyPBOz0yvFa6sXzJu9SbP8g2eDQXjWjWPf6Ln1JaJ8VuWj//tzOXOfaY/4UjaWPBS7rT1iwp271j/SkKT2Pa9p9aNiVy1yPnO4h1bd/nWLxn3ZFrrnoPm/HL60kdrJ6UkNZ7w5tr3lu+bP31Ij4yH9nxS3OCumLfmbLkcuL5u8bid+w8vfHfn7GmDXnw+gzEmhMibsbH0xLkFM7PzZmw4ePjEvk15O/cXT35z3fL3xvTt6eg95J3DR0/5Ppl58peL6Zkzxo7MmDn5uSkzNy1csuv13GcHZrbb7/khJiZiysxNtWuFrV8yrvxaxXfHTg/u9/j/0x6cAElVnwkA/77v/97r7jmaGXoc52pmBnoQJGIgSkPvIIcCRgHZjBxhyCiiAl3q1oJJNruaiHerMYKRLe8THXSEkVMMSjuwHI1KoaRBsqVrg2iUHubo8/X7/7+FriJFynJLtmZLt+r9fsVFrq++7rnt/tZ1m9+rqfLU15ZLqSaNG37l5JFXzLmvsMCxYdW/bN9z6MYlj8+fM35J8MplD7S1b95bU+Wpry2XUk0eP/w8X/Xt97VOGj/8HI975bNbOk8kbl/a1DJ7nNNhMDN8/xiZOR6LRMMhBPQFgh6vX0kTzh4iKqV27DnUtmHPV3/tOq+heuE1k3oTqQceXWdJNecfA6NG+lY8sWn3e38p87hn/PSiGVeMih09/tDK9Z/815e13vJ5My8ZN2ZoeGd05bNbksnM+efVXNd8qdPQlj3YFhg1ePG1k/8jcujuP6wdUF128/WXH/n8+MOPb6wfUD6vqTEwaggAE9GH0c8efGx9LmeNuKBu9lWBQQMrPz589I6H2qQlr2ueGP346IfR2LJfzepfUvjbB16NHjoyb+Yll4wZes8f1hw5Fp8+5aKmaf5X23e9vm73sPO9DfWVm97eN3hQ1XVzx2/t+GjL1n31dRXbdhwocDneeu22sv7FL7V1vLJmp66Tf2TDtT8fX1FeyszwPyLCrR0fPd/6rrfaIwQ5DH1B84TeROaJF7bOnD66MTDsztDq393bGlrWcsMvLn157Y6JjRcMHVz91dfdjz69WddENmtdO2d8fW25lIqIjhw7/vC/byAkS8qGgZXz54wvKnTMuuGRnXsPb1v728EDKy2pDENb3b5z/i0rx44eOvonDX/59MtZ00dPv/zi3t708qc2HTkadxc5nU5j8fwpFeX9/vjUmx989Okdv5xZW1OmmBHx5TU7nm/tGDakZkHzhI1/+mDZg21tTy+ZdsWoL76Ir3hyc1dXSjdE5TklC34xsay/+7nW8EuvdYwa2XB988RNW/e1v7l3yrgL580au3Zj5P39n5T1L2aGG1oubRhYaVkSEZVSq17fHt4RraooTaayC5on/viCuvZNe1e1bb/5+p82jh4ipUTAl9o6nl/dMXb0kBvmXbrhTx+s2bCnpsrz/oefJJOZDat+U11ResdDbQcPH21uaqyvO/exp7dcOWnE3KvHbtjy/iNPbBw+dMCNLZe903Ggbd3uYed7G+orN729r2Fg5cKWy7bvPtS2btdFIwbNnzuhqMB5/4r2Q4c/r6osbZrqnzLxx23rdz+zalttTdnFI31vbdtfWlK4sGXSxSMGAcCaDZEXXn230T/k8y87Lxk99GdT/R27DoYeba8fUD6vaezrG/fomrj91quPx3t+fdfLUsqFLZOGNFQ9+Ni6A38+UlXVf+b0MVMmDN/8zv6nXtyqpBp54cCW2eMG1Z1LRAcPH71/xRs9vSkAsCx10uwZgWvmjN++6+CzrdsqzimJn+gdc9HguU2Nn3721T2PrO3pTQGAZamT5jb9g8PQV7+xy2Hox77s3PXe4bqac2ZeNeZXN093OR3MDN8/RmaOxyLRcAgBfYGgx+tX0oT/LU2QMDRAAqVy2RwSag4dAKRpKcWaoO6elOHQXA4jZ1lEhIjdv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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "full_page_image",
"confidence": 0.3780476450920105
},
{
"class_name": "table",
"confidence": 0.22693698108196259
},
{
"class_name": "page_thumbnail",
"confidence": 0.22371062636375427
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.07348424196243286
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.057613685727119446
},
{
"class_name": "calendar",
"confidence": 0.018377942964434624
},
{
"class_name": "bar_chart",
"confidence": 0.004884218797087669
},
{
"class_name": "other",
"confidence": 0.003479944309219718
},
{
"class_name": "logo",
"confidence": 0.0032086533028632402
},
{
"class_name": "flow_chart",
"confidence": 0.0025356977712363005
},
{
"class_name": "signature",
"confidence": 0.0017795916646718979
},
{
"class_name": "line_chart",
"confidence": 0.001095311134122312
},
{
"class_name": "photograph",
"confidence": 0.0008648880757391453
},
{
"class_name": "bar_code",
"confidence": 0.0006611826829612255
},
{
"class_name": "qr_code",
"confidence": 0.000627565779723227
},
{
"class_name": "music",
"confidence": 0.0006243031821213663
},
{
"class_name": "icon",
"confidence": 0.0004955605836585164
},
{
"class_name": "pie_chart",
"confidence": 0.00041369302198290825
},
{
"class_name": "geographical_map",
"confidence": 0.0003429068601690233
},
{
"class_name": "engineering_drawing",
"confidence": 0.00023105309810489416
},
{
"class_name": "crossword_puzzle",
"confidence": 0.000209088932024315
},
{
"class_name": "stamp",
"confidence": 0.00017493577615823597
},
{
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"text": "\n\nCRE investing expressed in three forms: Loans, Securities, Equity\n(Water) (Steam) (Ice)\n<::diagram\nLOANS: $33B\u00b9 (represented by a water droplet icon)\nSECURITIES: $17B\u00b9 (represented by a steam icon)\nEQUITY: $2B\u00b9 (represented by an ice cube icon)\n\nArrows connect these three forms in a cycle:\n- An arrow from SECURITIES points to LOANS, labeled \"Pricing signals\".\n- An arrow from LOANS points to EQUITY, labeled \"Selective opportunities\".\n- An arrow from EQUITY points to SECURITIES, labeled \"Market intelligence\".\n\nIn the center, a circular arrow graphic states:\n$52B+\ninvestments\nsince\ninception\n: diagram::>"
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"text": "As of 06/30/2026. CRE Equity amounts shown at undepreciated value."
},
{
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"text": "Represents amount invested since inception (asset value)"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "flow_chart",
"confidence": 0.9973673224449158
},
{
"class_name": "pie_chart",
"confidence": 0.000744930119253695
},
{
"class_name": "icon",
"confidence": 0.0005130766658112407
},
{
"class_name": "line_chart",
"confidence": 0.0004339500446803868
},
{
"class_name": "bar_chart",
"confidence": 0.00015108316438272595
},
{
"class_name": "calendar",
"confidence": 0.00015075501869432628
},
{
"class_name": "logo",
"confidence": 0.00010883607319556177
},
{
"class_name": "other",
"confidence": 8.281288319267333e-05
},
{
"class_name": "geographical_map",
"confidence": 7.424672367051244e-05
},
{
"class_name": "full_page_image",
"confidence": 6.762878183508292e-05
},
{
"class_name": "photograph",
"confidence": 6.317296356428415e-05
},
{
"class_name": "engineering_drawing",
"confidence": 4.863009962718934e-05
},
{
"class_name": "music",
"confidence": 4.691872891271487e-05
},
{
"class_name": "table",
"confidence": 4.4869069824926555e-05
},
{
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"text": "\n\n<::A dark blue circle with a gold border containing the white text \"LOANS\" and a white outline of a teardrop or water drop icon below it.\n: icon::>\n\nPrimary business of originating senior\nsecured first mortgage loans on commercial\nreal estate, with middle-market focus\n\n>30% cushion from property owner equity\u00b9\n\nPrimarily focus on short-term, floating-rate\nloans on properties undergoing light\nrenovations and/or leasing \u2013\n\u201ctransitional\u201d or \u201cbridge\u201d loans\n\nAlso originate longer-term, fixed-rate loans\non stabilized properties and sell into\nsecuritizations \u2013 \u201cconduit\u201d loans"
},
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}
],
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{
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"text": "Based on 06/30/2026 weighted-average LTV"
}
]
},
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"text": "\n\n<::circle with text \"SECURITIES\" and a small cloud icon with three vertical lines below the text.\n\nInvest in **AAA bonds** backed by **senior**\n**secured first mortgage loans** on commercial\nreal estate \u2013 **CMBS** and **CRE CLOs**\n\n**Short-duration, liquid, top-of-capital-stack**\npositions with **~50% credit cushion** below\n\n**Complementary to lending business** \u2013\nprovides credit & pricing intelligence\n\n**Holding ground** for capital before\nrotating into loan investments\n: figure::>"
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{
"confidence": 3.188901609973982e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 5.203773980611004e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "cms7oz3r80b5kcx01y0b7ka4j",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "9208b141-6a79-49b9-bca4-c140cfa7c8b0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 257.4970397949219,
"t": 409.18650817871094,
"r": 473.8192138671875,
"b": 66.70050048828125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 217.0,
"height": 342.0
},
"uri": 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31VSgUAnLErRhzv9+mCiJwzIqqtT5as3vy3Nz+ev2QNZwwApNIHVdvX/GBwy4qyxyfNmfbuYiAY2r/HRWceg4gAQESwByICwIYtO0b9ceqmbbWtKkqvPH9Ajy7tX3/vs0deepcIAKjSKr3xx9/q3KGKMeSMEQAC5FM5ZsKMtxesNAwmle7RuV32XP+w7tV2ZXk+lcvXbR0/5f1J4SJARPgKDXk55Bj3nstPVkoTQWEgYVoYhUGcCwHRdjzXz2qZQCPiDO9/Ye6D//G+mTHgy6TSg49077r8zNISsWT15hXrtnRsU9mra/sxT8145KX3MoKnUp07+LDbfnYqAGzeXlvXkMfdAFZu2HbdA5O37axniFLpwUd1+81FJ7dtZQHAxq27lFYdW1cCwOV3vzD9/c8AYNBR3e7/9bkAcO39k1+a9bEwOBEh4m0/O/XMEw5dtmbziBvG51MJABnD+OMN3+l78AGpVBu37DQM3t6uAIAtNbXX3j/57QUrDM7yUh118AEPXfed8tJMMHHmn158l4h+dIb36wsGwVfZvH3XBaOeWrl+e8c2LR685tvdO7WZ9s7ia8dN1gREdEDbygm3fr+qsqy2Pr+lphYRASAv5V3j3wjnL0eE6jaVY0ae2dvtuG1H3fzP1pqmOKJb9cJl6y/5/V+lVIgI/yAvVZ+D2t078pTWlWVKExQEEqaFURjEuRAQbcdz/ayWCTQWRFCKrn7wtelzVwiDwV6IiDN2y0+HnHnCoas3br/093+NVm5q18ryDj1w/ZYdC5eu54ylUp0zsM8dlw6tT+Qtj0x7/5NVBueIkOTl1h11AKA0tW1lPXD18EM6t62tzz/60rvT31+ilO7tdvj+0KMefWnO1Lc/AYABfd2xVw3jDK8ZN3ny7EXC4ESEiKMuPmXYoD7Rio0XjJqQTyUAZAzjwWuH9+vZ6b1FK+98/LUk1f37dL7y/AHlpeakcNFND09VWqdK9+1ePe7q4a0qSsdMmPHYpDmMYfuqim5OGwBo1aL0V+cPrKosnzF3yV+mf8QQaxuSj5etr09ku6qKsVcN69W1/eTZi258cIomIKLqtpVPjjq/XVXFs699+MiL7zLGEEFpvW1HXT7VUqkzTzj0zuxpUunbH31l4qsflpmZIw45oGVFycwPlmlN8FWUpjYty+4decqhXdulUkFBIGFaGIVBnAsB0XY8189qmUBjQcQkVT++82+frNhscAZ70ZrKSsTokWedcHjXFeu2XnzHM2viGs6YJjLYbggAqVTnDOxzx6VD6xrSy+9+fuaHyzIGBwCGyDkDgFSqEd86YtTFpwDAE5Pn3P3UDKU1IhJB65ZlqdR1DalUakBfd+xVwzjDa8ZNnjx7kTA4ESHiqItPGTaoT7Ri4wWjJuRTCQAZw3jw2uH9enaa+eHSXwUv1dQ2tKooHT/q/EM6t5s9P/ere1+qa8hLrft2rx539fBWFaVjJsx4bNIcgzOldSq11lTdtsXTt17QsU3L8S+/f9vjryEgZyAMQ2vdtqpi7FXDenVtP3n2ohsfnKIJiKi6beWTo85vV1XxyN/eHf3UG4wzBEBEzhgiSKV/MPSoa35wYpKXNz405W8zF5rCUEQM0eAMvoYmEpzf94shx/VxklRBQSBhWhiFQZwLAdF2PNfPaplAY0HE+iQ95/pn4211jCHsheBz1/3wxO+e3JeI3lm44onJ77//yaoklQZniAgAqVTnDOxzx6VD6xrSa++f9PaCFcJgRJCkUmvaDRFv+cmQswf2rq1PLvndXz+I1hgGhz00EQIiQirVgL7u2KuGcYbXjJs8efYiYXAiQsRRF58ybFCfaMXGC0ZNyKcSADKG8eC1w/v17DRr/rJrx07eWZ8cc+iBoy8/s2VF6cRXP/jtk68DYCpV3+7V464e3qqidMyEGY9NmmNwBntoTR3btHjipu92aF05Ydq8342fjoCIsJtSum1VxdirhvXq2n7y7EU3PjhFExBRddvKJ0ed366q4s9T5o79S8g4IkAqdSoVAKRSfcs7+O4rzhQGX7Nx+2OT3nv1vU+37qhjjHGG8PWSvAxGnjLkmG5JXkJBIGFaGIVBnAsB0XY8189qmUBjYQzjbXXnXP9sfZIiInyZUvqQzm3vHnlW5w5VAKC0fmfhij+/PPedj1cCAgKkUp0zsM/tl5yKiKlURAQADXl5/QMvvzF3CWfMKjPvHnlW/z6d127afuGtEzds2ckYwpelUg3o6469ahhneM24yZNnLxIGJyJEHHXxKcMG9YlWbLxg1IR8KgEgYxgPXDv86J6dNm+v/SS3ocQUh3RuW1FesmDJ2psenrps7RbOWF6qvt2rx109vFVF6ZgJMx6bNMfgDPbQmjq2afHETd/t0LpywrR5vxs/HQERYTeldNuqirFXDevVtf3k2YtufHCKJiCi6raVT950fju7QmmtlAZAAHr2tfmjn3oDEImootS87sKTzji+F+yxfN2Wp1/5YPLsRbvq8owhfI36RN5y0YDzTjo0nyooCCRMC6MwiHMhINqO5/pZLRNoLJyzaMXmH935tyRViAj/QCp9aNf2F511zKAjXWFwANhZl9z5xGuTwkUMmVTqnIF9br9kKBGti2tqG/KMYUOS/mHizPcWrULEllbJPb88++ienVas3/rj2ybG22oZQ/iyVKoBfd2xVw3jDK8ZN3ny7EXC4ESEiKMuPmXYoD7Rio0XjJqQTyUAZAzjgWuHH92zE+xlwdJ1Nz40ZemqzUJwAMhL1bd79birh7eqKB0zYcZjk+YYnMEeWlPHNi2euOm7HVpXTpg273fjpyMgIuymlG5bVTH2qmG9urafPHvRjQ9O0QREVN228smbzm9nV2ypqd28vRY/B5Nnf/L4pPcQEQCUpqqKsguGHjlsYJ/WLcsBgAien/HR78dPT/ISEeGrJKn6+bn9Lj37SKkICgIJ08IoDOJcCIi247l+VssEGovB2ayPVl459jWlFCLCV5FKG5z1PfiA804+fPBR3YXBP1256fK7n18b7yCicwb2uePSoXUN6a/ve/Gtj5YLgxOAVIoItKayUnH35Wcef8RBm7bt+tGtE1du2MYZwpelUg3o6469ahhneM24yZNnLxIGJyJEHHXxKcMG9YlWbLxg1IR8KgEgYxgPXDv86J6d5kar73tm1vGHdf3+af0Yg0f+9u5DL7yNiACQl6pv9+pxVw9vVVE6ZsKMxybNMTiDPbSmjm1aPHHTdzu0rpwwbd7vxk9HQETYTSndtqpi7FXDenVtP3n2ohsfnKIJiKi6beWTo85vV1XxxOQ59z0zCzljAFLvRvAFpTUROO1anjuoz7BBfezKcqn0lcHfXp/zmTA4fJV8qr5zYq/rf3A8EhEUAhKmhVEYxLkQEG3Hc/2slgk0lozgL8xcfOvjs4gAEf4LIkilYgw5w1TqshJx+yVDT/V71Oyqz/7+uQ8+XYsI5wzsc8elQ+sa0l/c80I4PycMDgCICABEsNuNP/7Wd046XEp19bhJL7+1uCRjAAARpVJzjpwxqbTfp/P9Vw/PGPyOx18b//LcEtPQRAbnv//56Sd7B3+8bP0Pb306TRUAZAzjwWuH9+vZaeaHS395z98A8K7Lzzjp6O7x9l0/uePZJas3G5zlperbvXrc1cNbVZSOmTDjsUlzDM5gD62pY5sWT9z03Q6tKydMm/e78dMREBF2U0q3raoYe9WwXl3bT5696MYHp2gCIqpuW/nkqPPbVVU8+tJ790yYwThD2A0R4e+k1BpIcKY1SaVHnHzEb358ssHZvc/OevC5t8yMAV8llXrwUZ1HZ7/FGRJBASBhWhiFQZwLAdF2PNfPaplAY8kIPn7agrsnvo27wZcQUamZOaxbhzUbty9fv01qXZIxbv/ZqWcN6L1x647s759fvGIjAJwzsM8dlw6ta0gvG/3czA+WCYMDACJkDAMRUqlOOfaQ0ZefaXA2L1pz85+mRis2IWJFmdnH7bhh6841m7YT0UEHtH7sxvPsyvL3Fq284YEpKzZsBYBBR7q3XzK0XVXF5NmLbnhwChEBQMYwHrx2eL+enWbNX3b1fZO276w/+ZiDx4w8Sxj8oeffGvfcbMZYKlXf7tXjrh7eqqJ0zIQZj02aY3AGe2hNHdu0eOKm73ZoXTlh2rzfjZ+OgIiwm1K6bVXF2KuG9erafvLsRTc+OEUTEFF128onR53frqrij//xzl1/foNxhvC5jMEZQwDo2aUdY7hw6fr6vCSicwf1uePS0wzObn/stQnT5maEAV9FKn10z+r7f3mqYXAigqZHwrQwCoM4FwKi7Xiun9UygcZiCv74lPn3PPMuMkT4Eql0p/Yt/3jdCKX1giXrttTUdWrXsv/hXUoy4pV3o5senlrXkCqthw067PZLTk2lfn3Op2s2bWe7IWyuqX3+jQV1DXkCsEoyd11+xvFHHAQAubWb53yyOp/Kg6pbH3HwAXc9Nf3ZV+cLgxsGu+WnQ844rhcAfJzb8OGna0pM0b93545tKusb8tfeP/n19z8zOCeijGE8dN23j+rhhB8t+/W9k3bWJXaLsoeu+3bPLu0Xr9g4csx/rN1coxX1Pbj6/muGt7RK73l6xqMvzTE4gz20po5tWjw56rvt7cqnX5n32yenIyAi7KaUbltVMe7Xw3p2af/yW4tueGCKJiCiA9pWPjnqe22rrI8+W/v+J6uQMUSQUk19Z/FnqzYbnN1+ydABfQ+au3j16o3by0sz/ft07tC6ctPWXT/77V+WrI45Z/BVpNJHHdLhgV+dJgxORND0SJgWRmEQ50JAtB3P9bNaJtBYTMH/NOmD+/46BxkifIkmskrMX39/0LBBfWAvcxatuv3x13JrNnPOUqlOP67XXZefAV+2o7b+29c9uTbewRlKpbt0qLryewMHHukyRPjCtp11V9330rsLVxqcKaU7dWh19QWDBx7pwl42b6995MV3n33tQ6U1IhKRMPiD13776J6dZs1f9ut7X6ptSInop+ccO3LECQBw9dhJk2cvIoLDu3f84/UjKsrM0U+98cTk9w3OYA+tqX3riqdu/l47u8Wfp869689vICAi7KaUbtPKuv/q4T27tJsULrrxoSlEQETt7Iqnbr6gfesK+LLfPDTluRkLOGPnDup91QWDKspK4Atr45r7npn18tuLOUP4GlLpw932f7zmdGFwIoKmR8K0MAqDOBcCou14rp/VMoHGYgr+x5c+uO+5OYwhwn+lNVWUmUf1dA7rVt26ZVnNrmTh0nXvLVq1pabW4AwANFFVi7LD3I4ZwQEQEP6utj6Zu3h1kleIsJtUurLc7NerU++DOrZpVZ6kavnaLR99tm7xyo1KE8LnpNKtrNJ+vTodelCH1i3L8qlavm7L3MVrFi/fiAiICHsgQs8u7Tu2brE2rlm8YpOmz9mV5Ye5HQ3OPlm+cW28nQAqyszD3I6lJeKT5RvXxTWICHsQQUbwI7pXt7BKlq7evHzdFkSEPYhAGOzQgzq0aVm+Yv22JatjACAAg7PDu1VXtSgFQED4O6X1wqXrN27diQCcsx6d23m9DnTat5RS59ZueWfh8mVrtzKGCF9LKn2Y2/6PV5+eEZyIoOmRMC2MwiDOhYBoO57rZ7VMoLGYgj8y+cN7//IeMkT4ClpTqpTBGWdMa5JKcc44Y/AFrSkvJRHsjSFmhIEI/0lrSpUyOOOMEVGqNBAIwRH+f0qTVMrgjDNGRFJpADAMjvAleamU0gZnwuCwh9KUSkkEGYNzzgCAiPKp0kQZg3POYC9EkJdSaxIGNziDvRBAmkqlyeBMGBz2IIB8KrUm2AsCCME5YwBABKlUiGAYHIik0gAgDA7/Lan0EQe3f/iq04XBiQiaHgnTwigM4lwIiLbjuX5WywQaS0bwJ6d8NObZd3A3+FoEAASAgPAvIQAg2A0Rvg4BAMFuiNC8EMFuiPDPkEof1aPjA1cOFQYnImh6JEwLozCIcyEg2o7n+lktE2gsGcEnvrbwd0+9BYgIRYkp4iwAACAASURBVI1HKt2/9wHByCEG50QETY+EaWEUBnEuBETb8Vw/q2UCjUUYbNp7S69/eIbWhAhFjSYv1Rl+91t/MoghEEEBIGFaGIVBnAsB0XY8189qmUBjMTj74NP1l9z9cioVIkJRY8mn6kenHf7LEceQJoJCQMK0MAqDOBcCou14rp/VMoHGwhiu3rBjxM3PJXmJiFDUWBry8prz/R+edoSUCgoCCdPCKAziXAiItuO5flbLBBoLQ9xZl5xxzTM76hKGCEWNpT6Rd2VPPPv4Q5JUQUEgYVoYhUGcCwHRdjzXz2qZQGNBxCQvz7v5+ZUbajhDKGoU9Dm49xdDBh/ZJclLKAgkTAujMIhzISDajuf6WS0TaCyImEp12T1T3l+8zuAMihqFJrJKM/eOHNKvR8d8qqAgkDAtjMIgzoWAaDue62e1TKCxIAAB3DE+/Osbn2QEh6JGIZXu3L7lvSOHdOnYUioNBYGEaWEUBnEuBETb8Vw/q2UCjSgj+MTXF97y2KySjAFFjSJJVf/ezn2/GCIMTkRQEEiYFkZhEOdCQLQdz/WzWibQiEzBwwWrRgavSKUQEYq+eflUjTix180XDUzyEgoFCdPCKAziXAiItuO5flbLBBqR4GzZum0j7522ckONwRkUfcMIAIiu//5xI046NJ8qKBQkTAujMIhzISDajuf6WS0TaEQMsT4vRwbT3lm02hQGFH3DiEgY/JFrzujjtpNKQ6EgYVoYhUGcCwHRdjzXz2qZQOMyM8ZNf5rx1xmLMsKAom+YJrJblL5w53cqSk1NBIWChGlhFAZxLgRE2/FcP6tlAo0rI/h/zFx882OzAAARir5RqVQnHtl19GUnMYZEUDBImBZGYRDnQkC0Hc/1s1om0LgYw03bakfc9FxNbcIQoeiblKTq5h8PGHFir3yqoICQMC2MwiDOhYBoO57rZ7VMoHEhgtZw5dhX3vxwhTA4FDYiSKVEAM5QEylNwjAYQ2gOlNZ2i7L7fjGkj9sunyooICRMC6MwiHMhINqO5/pZLRNodBnBJ77+8a2PzzSFAQVMaTJQ9+txwMFOlWCkATdsa3hrwYqtu/LC4FDwklQd18e5d+QQYXAiggJCwrQwCoM4FwKi7Xiun9UygUaXEfyjpRuv+MPUrTsbOEMoSFJp28pcdu6xiDDv03W1eTAYdetY2a1Tm6df+eC9aENGGFDACEBpnT37qMvOPTrJSygsJEwLozCIcyEg2o7n+lktE2h0iJhP1ch7p721cLUpOBQepanKEtf9YPCsD5e9/M6SJFWISEAModeBrbPD/T9Pnffe4vXC4FCoiCgj+GPXndmzc1ulNRQWEqaFURjEuRAQbcdz/ayWCTQFUxiPT/nw7onvcMYQoaAoTfk0vXyY15CXj0yeZ2YyiPCf8qk8tLP94zO9m//02o56mREcClIqdb8eHR741WnCYERQYEiYFkZhEOdCQLQdz/WzWibQFBjDzdvrvnfLC/H2OsYQCkY+lVVWxuvd5cz+h1x9/+S6PHCG8GVJPr3snH6WZT39yry18Q7DEIhQWAik1rdePHDYgB75VEHBIWFaGIVBnAsB0XY8189qmUAT4Qzvevrt8VM/MjMGFIY0TU/xup167MHbd9TP+nDJG/NXC8OAfyCV7tyu/NwBhx7Q3l62ZvMjk97PK2CIUDBSqbo79thfntqxdYVUGgoOCdPCKAziXAiItuO5flbLBJpIRvB50forgqk76/KMITS1VKqT+3Ud6ve4Z+KsDVvrUqUMzuFraK0JoKJUXHDKESUZHjz7FuMGFIxUqotPP+LK7x6b5BUUIhKmhVEYxLkQEG3Hc/2slgk0EURUWl817tXp81aYgkOTIqIy07jhwoGPvvhetKYmY3BE+B8pIsHgxh8Oein85P1ovRAcCoAmKjPF+N+cfVB1lVIaChEJ08IoDOJcCIi247l+VssEmk5G8FffW/brB14HAERoQlpT57blF57h3fDgVLOkBL5ABIiwN4LPIfw/Dfn02wN7lJriz68sMDMCCkCSyrOOO+S2nwwCICIoSCRMC6MwiHMhINqO5/pZLRNoOoiQT9XlwbR3F63JGByajtZ0ULvy84ce/ZuHp5WUlMAeCJARmKQEexEcCUAqgj0akvSs4w5pZWXGv7ogIwQ0Na11i7KSP4w8pd8hHfJSQ4EiYVoYhUGcCwHRdjzXz2qZQJMyBX/zw5VX3f9qkiqGCE1EE1WWGTdddPJvn5i+eUfCGGqi9q1KLzztqNsfn57JmESACA359OzjunNuvDDzEzMjAIBIXzmi//ylG6a++1lJRkBTy0t13om9bvzhCUprIihUJEwLozCIcyEg2o7n+lktE2hSiKi0vv7hN6a+u9QUHJqI1tT9gJaXnnPsbU+8sXVXwhA1UXVV6aXn9r/2/pczZongKDXVN6QjBh9iGOLp1xaaGQEAWuufn+tt3VH351cWCINDk9KaKivMx687s0uHKqU1FC4SpoVRGMS5EBBtx3P9rJYJNDWDs4XLNl4y+uXaRDKEJpFP5S++03/RstWvzVudERwANFF1Veklw/zrHpiCjN/4o5Mefend1Zt2jhjcwzDExNcXmhkBAErp6tbllw079rdPhbUNeUSEppNP1aVnH/Xz4f2k0kRQwEiYFkZhEOdCQLQdz/WzWiZQADhjtz8565nXPzYzBjSFJC9vuHDwK7Pnz8ttzxgMADRRdVXpJcP86x6YgsjGjDzjD0+/uXzjzvMG9zAMMfH1hWZGAIDSVC7ohh+dNPrpt2pqGxARmkgqVZcOre7/1amd2lamSkNBI2FaGIVBnAsB0XY8189qmUABEJyt2FBzRTA1t267MBg0Oqno2B5tzzihz51PTK+pS82M0ETVVaWXDPOve2AKIht9xen3Tpy5fOPO8wb3MAwx8fWFZkYopWWav+hMryzDHn5pHjCG0DQIgDSN+tGAcwf1yKcKCh0J08IoDOJcCIi247l+VssECkNG8EmzP/3Nn94kIESERqekvOBbvY/u0/XNectemPkxIq+2Sy8Z5l/3wBRENvqK0++dOHP5xp3nDe5hGGLi6wsZY326tvn+0H51dfVj/zp7a63kjEETyadqyDHunT8dzDkSQcEjYVoYhUGcCwHRdjzXz2qZQGFABAC85fGZL8xcnDE4NDoi0FpX22Wc4erNdYBQXVV6yTD/ugemILLRV5x+78SZyzfuPG9wD8MQE19fKITRssywW5Ss2lSbV5ozBk0klfrA9pVjfzGka3WrVGpoBkiYFkZhEOdCQLQdz/WzWiZQMAzOVm/ccXkwddnabcJg0BQ0EQAwRE1UXVV6yTD/ugemILLRV5x+78SZyzfuPG9wD8MQE19faGYEEWgihrtBUyEiALzlohPOPr5HXipoHkiYFkZhEOdCQLQdz/WzWiZQSDKCT3tv2fUPT5eKGEIT0kTVVaWXDvOvfWAKIht9xen3Tpy5fOPO8wb3MAwx8fWFZkZAAUhSdfbxB9968UAAJCJoHkiYFkZhEOdCQLQdz/WzWiZQSBAAGfvDs+88/vJ8IThCk9FEHVuV/uycY294aCoiG33F6fdOnLl8484Rg3oYhvHM9I/NjICmluRV74Pajrn85OrWFVJpaDZImBZGYRDnQkC0Hc/1s1omUGA4w7pE3vLYmy+/s9QUHJoIAWQ4djugauHyWMt09BVn3Dtx5pqt9Z3aWAC4ZvMuzhCalFS6fVX5H64YcmjXNqnU0JyQMC2MwiDOhYBoO57rZ7VMoPAYnG3YuuuX973ycS4WBoOmo7TmjKX55O6RZwRPz1y/vQH2YIjQpJSmMtMY9eMBpx3bLUkVNDMkTAujMIhzISDajuf6WS0TKEim4AuWbbpq3KtrNu8UnEGTUkr179P5oyVr6xKNCE2OCDTRlSOOuXDoYVJqgmaHhGlhFAZxLgRE2/FcP6tlAoUqY/Dp85Zf9/D0uobU4AyalFSac4bQ9IgglWrESb2uu+A4RCCCZoiEaWEUBnEuBETb8Vw/q2UCBSwj+MtvL7ljfLijLjEYg/0eEaRKjRjc88rz/DLTUJqgWSJhWhiFQZwLAdF2PNfPaplAAUMEzti0d5fe/PjMuobU4Az2Y0SQSjVsQI9rLuhfZhpKEzRXJEwLozCIcyEg2o7n+lktEyhsiCAM/vLbS+4YH+6oTQzOYL9ERKnSIwb3vPI8v6xEKKWhGSNhWhiFQZwLAdF2PNfPaplAwUMEzti0d5fe8vjMXQ2p4Az2M5pISj1sQI9rLuhfZhpKEzRvJEwLozCIcyEg2o7n+lktE2gOEEFw/saHy3//1NurN9VkDA77DaXJ4OyHQw77yVl9S4ShtIZmj4RpYRQGcS4ERNvxXD+rZQLNBAIYgn+yPL79iVkfLd0oDI4I+7y8VFUtSi87p993BvckAK0J9gUkTAujMIhzISDajuf6WS0TaFZMwddv2XXPs++8/PYSzhlDhH1XPlVdq1te//3j+/d28lITEewjSJgWRmEQ50JAtB3P9bNaJtDcGJzVNaQPvzj36dc+bshLYXDY5yhNSmmvZ/W1F/Q/+MDWaaoI9iUkTAujMIhzISDajuf6WS0TaIYYQwR488MVY59//7NVW4TBEBH2FalULcpLzjux14VDD68oN6VUsK8hYVoYhUGcCwHRdjzXz2qZQLOVMfjquObRyfP/NitKlRacQTOnNUmt+xzU7orhRx/T8wANpDXBPoiEaWEUBnEuBETb8Vw/q2UCzZnBGRG9OmfZwy/O+3TVFiE4Q4RmiAhSpSrKzBGDe/5wyOGtW5bmpSKCfRQJ08IoDOJcCIi247l+VssEmjkEEAZftbFmwmsLJr+9dOuOesEZYwjNBAFIqQzOvZ4dfzDkML+3o4m0JtiXkTAtjMIgzoWAaDue62e1TGCfYHBGQJ+u3DJ+2oI3P1yxozYRBkeEAqe0JoLDu7U/78ReJx3VtSRjpEoRwb6OhGlhFAZxLgRE2/FcP6tlAvsQgzOp9Nxo3fhpC977ZG2Sl5wjZwwKDBGlUiPDLu1bfvekQ4cc67ZuUZqXigj2DyRMC6MwiHMhINqO5/pZLRPYtyBixmB1STrnk3Uvzo7mfbp+09ZaYXBkiND0iCiV2swYvbu2HXxUl9OOcdu0LFealNawHyFhWhiFQZwLAdF2PNfPapnAvggRDc6kVNGqLW/My019d9nazTul0pyhwRk0Oq1JKo2IVpk4vs+BQ4456KiDO7aqKE2l0kSw3yFhWhiFQZwLAdF2PNfPapnAvgsRBOeaaOuO+ulzl8/6aOVnq7es27yTAAzG8HPwzSEAIFKapNKtKkq7dmx55MEdhx7rdq1ulTG4VFprgv0UCdPCKAziXAiItuO5flbLBPYDDFEYrCGvlq/fFq3c/NbC1fOidVt3NqRSaU2MMc6QMYR/GREpTUoTAGQMZmaMXl3a+IcecHi3DgdVt7Iry6TUmjQR7N9ImBZGYRDnQkC0Hc/1s1omsN9ARIMzRMinqqa2YV604aOlG5av375pW+2GLbu27aoHQIa7AcPdYA+Er0UAQAD0OdBESlF5iWhXVd6+yurYuqJnlzZH96w+oE2LkgxHRKm01gRFnyNhWhiFQZwLAdF2PNfPapnA/gcREJBzZJwlidy4tXbD1l3rNu/8bPWW1Rtr4pq6rTX1NbWJ1qS01rQb7EYEgIDwOcaQM2TISjNGVctSu6KsQ2uru1N1YPvKdq2s9rZVaZUAkVRa025Q9GUkTAujMIhzISDajuf6WS0T2L8hImfIGCJAqrSUWmnSWtcncuuO+s01ddt3NeSl0pqUIobAOWMMK8pMu7K0dWVZRVmGc8YROWcZgyNDrbVSpImg6GuRMC2MwiDOhYBoO57rZ7VMoOgLCAAIAAgAiICAiIC7wR4InyPYjYCIQBMBAcHfEREU/XNImBZGYRDnQkC0Hc/1s1omUFTU2EiYFkZhEOdCQLQdz/WzWiZQVNTYSJgWRmEQ50JAtB3P9bNaJlBU1NhImBZGYRDnQkC0Hc/1s1omUFTU2EiYFkZhEOdCQLQdz/WzWiZQVNTYSJgWRmEQ50JAtB3P9bNaJlBU1NhImBZGYRDnQkC0Hc/1s1omUFTU2EiYFkZhEOdCQLQdz/WzWiZQVNTYSJgWRmEQ50JAtB3P9bNaJlBU1NhImBZGYRDnQkC0Hc/1s1omUFTU2EiYFkZhEOdCQLQdz/WzWiZQVNTYSJgWRmEQ50JAtB3P9bNaJlBU1NhImBZGYRDnQkC0Hc/1s1omUFTU2EiYFkZhEOdCQLQdz/WzWiZQVNTYSJgWRmEQ50JAtB3P9bNaJlBU1NhImBZGYRDnQkC0Hc/1s1omUFTU2EiYFkZhEOdCQLQdz/WzWiZQVNTYSJgWRmEQ50JAtB3P9bNaJlBU1NhImBZGYRDnQkC0Hc/1s1omUFTU2EiYFkZhEOdCQLQdz/WzWiZQVNTYSJgWRmEQ50JAtB3P9bNaJlBU1NhImBZGYRDnQkC0Hc/1s1omsA9hjCGA0hr+TxCRMVRKw1dhiICgNcE/hyECgtYE/xPGEAC0JtiDMQQArQn+3RCBCAoACdPCKAziXAiItuO5flbLBPZiGJyIlNLwr0FEACKCv0MAkTGU0kpp+HqImBGcANJUERHswRgKwyCiVEoi+DvGUAhDa0pTCXvZuatead2yRTn87yFiQ0N+V21Dq5bljDH4MkSoq8srra3yEvgnIEJdXV5pbZWXwH8LEWrr8lprq7wEABBhV20DIpaXlhAQ/PsgImdIAEppaGIkTAujMIhzISDajuf6WS0T2AMRtIa33o/aVLXo2b1aaQIARAQgIvhKiAgARAR7ICIAEBEA1NUnmYwwOAMARKxvSJ766+yj+x50RO8uSmkAYIiaCPaCiLtqG16cOodzftap/UpLMkTEGIu31Ex+5YOqKmvIoMMyGUFEjLE167e8/OoHnTu1+daAPohABIiotb75rue21ey6a9T3ystKlNLwBcaQCIgIvoAICKiJYA9ENAz+3KR3Hn1qxgN3XdTpgDZEBABEBHsYnE14fna8ZcfIn5xKAFoT7IGfA60JvsAQCYgzNuH52fGWHVdcfCoBEcHfMUQCICLYAxENg/35L2G8eccVPz0VABjD+x97pbys5KLvDUpTRUTw32IM6XPwdwyRAIgIvoCIAMAYxlt23vjbiUf07pK96JQ0kYiAiFoT7AURiQi+cSRMC6MwiHMhINqO5/pZLRPYAxGV0j+/7rG+vTtfdtEpQEhA9fX5TMYgAsNgpCmVijEUwsjnpWGwfF4prcpKzHwqDYNJqaVSpSWZ+ob8Fdc9/r3hxw0eeFhSlyBiQ5J/cdrcw3oeeOghDuNMK92QpCWmkEoTEeyRyRgvTnn//EvuMwz23GO/OmlAnzSVQhh/+vPr2asf6dCu1XOPXXl0324ylYbB7wheuOnOZ9yDOk599vrOThulNCIqpS64dNzWml1/e/KqEjMjhJGmkjEmDLarLjGFYQiez8tMxkDGZCrTVJkZI5WKcwYAiPjw+NdH/e4vM/5206E9D0wa8lprMyNSqQBAGPzuByZt2FQzetT3UqUyQqSpFIKnqUpTVVZmSqkAQBi8rj4xM8IQ/K6xL67dsG3Mzd83MlxJrZQShlFbn2QE301KZRhcqf+PPfgAiypbE4X9fWvvXVVAEQsQlBJFUMxZFHMOmHMAFUyIbUYUE0ZUTCWimHPOOWurZbYNbcRAiUgucqyqvfdaV7nT/3PmmTvpzJz+e+71fSnHoW7r5aRvWWsXjwQAjsM5Sw852qvnTu9nNom8wFFKBYG3WCTGmCBwACiKEgAQgjzPlZSYVCoF+wEEgSstswg8x/NEkqhCwQOAxSIyBkqFkGnMX7P5fN2alQMHtQHGGEBpmVltrZLpd0yhFIDSMrNIEOEfjglKNSbodUaDHhA1Wj9v/zAqmaEcIsoynRy5q1G9KsFD2+85crvUZNE/Sqji4RIxuff5a8+qVXXr0KZOamru4VP3Rg5u8/ZDyp4jty0WsUfnxsP7tXz+5su2vTfKTJagQW2yc4sWrDzqXdUtaFDrof1aEkSLKB0986BZQ287O+uTFx6VlJgePf3YplXtScHdBIFjjCEiY2zq3N1PXyYWFZt6dGq4elEQAFgs0oiJG3LzSj5/SZ8yrkfE5N6MsuzcouETYy1m0fA1a+mcIcHD21ssEiLKsjx22tbf331tWLdKanruiAGtRw9tm5VduG7LhWcvDWq1KmR4+4BOjfYeu5uTW5j0zZjwKTVkWPsRg1p/TExfvv5Udk6RUik8f2W4cnRecmr25t1XTSZL8LD2g3o3pxR4jmzYfvneo/cuznZpGXnBw9r36tr49MUnpy89KSk1t/WvNXF0F1mWN+++dvfBO3c3p/BJvS7ffJGWkbdw5oCt+27UrqFt16rW1r03Hjz5YGOjnBDUuVkTn2cvE9dtvoAETCaxauUK0fOHAQDHYdTKY5+TMm3VVjl5RZPHdvdwdzp18fGYwA5ODupL118UlZQN7NkcCebmFcftvPLg0XsPD5clcwZrHG037rh8/c5rO7XVpLHdmtTz2rL3ulLJP3j6sbTMPPuXPg3qVNmy97qPl3ufAL+Hj9/H7bySkZnvVaVC+KTezhrbTTuvCDz37JUhYnLfZg2riaIM/0BMUKoxQa8zGvSAqNH6efuHUckM5RBRlunkyF2N63sNH9Cq+5Dljep7jR7WPmrl0f49/fLyit99Stm+LvT4uYcnLzyOnNJ36dqT0ycGuGjsIhYfnBnW6/jZh55a56BBrc1mudRknjZvd9cODfoFNKvk5kQIlpSaQ6bGhwxr76l1GRCyNiy4S71angtXHFm5cESLpjUkSRYE7mNi+sCQteMCO34yZOgfvT+zL6KKp+vzl4kDQtYtjxx69vLTtMy88wfnODrYXLrxYtLsHWuXjIzbccXBzmbfpl8USh4YyLI8bsa2sxef9O7R9EtyluFr5oWDc/Ydu3vuym+Tx3bXP3r3/PcvZ/bNWht/4fSlJ/16NHv7IaWkxHT56Nxo3ekLV5/17t5E/zChtMx8cMvkOUsPWakUg3q3cHW269mlMQDwPIndfnnHgVtrFwdmGAt3Hri5de14Y3ZhBRf74hLTrMUH1i8b9ert1yOn7i+dOzQ9M9+rsuvV279//Zbt5GiT+CVzZdSIX/VvL157tmpR0O17ry9ce7FqwfDwRQca1avatmWt8Kj9TRtUW70okDHgORK5/NCdB+9jogKfvUq8duv3mKig8Ki90yYEdGhdN2RqfIfWdUKGtQeEgyfuTZq9Izysl52ddd/uTS/deLFiw+mp43s8fZH4MTFt27oJ42duTcvI79Gp4ZUbL5o29o5dHtxzxMrObetFTO7TddAyF2f73l0bb9xxpV5tz6jwgQHDV8qyPLRfy7EjOtbwcZckCv9ATFCqMUGvMxr0gKjR+nn7h1HJDOUQUZbp5Mhdjet7DevvHxQWN3ty31Yt68xbsl+lUvTr0XT6/L0bV4Rs23/Dp6pbpYpOC1ce69ahASF4U/9m2vgeOfnFZy8/HRfYqVfXxpIkj5uxNWhwm4DOjcxmkRAsKTVPCN82anDbiu5O86IPb18XqnFUj5wUN7hPi34BfqIoKRT83qN3IpceOrFrxidD+tR5e3bqQgf2a7Vy/aldB28d3THtxp3Xy3Wnzu2f3aZFzRkL9l6/8/r8gQjd1kunLj4+uy+ifp0qkiR/Fzw5PjUz98rRufceJQyfGDt/ev9DJ+81bei9ee3E2/qXA4PXxSwc/uv990nJWZeORB4+eX/x6uM7YyfOjz7SuL7XVt3E9XFn18ZfPLlnxuqN5579bhgX1GFsYCdHBzWlVOC59VsvpqTnrl86KjeveNh4XeTUfnVrVT518cknQ9rNu2/WLhl56uJjz0rOMyf3oRIlBGO3Xdq8+1qVyq4710+o6O40Ze7udx9SWjWvmZmV9/5j6pwpfWK3X9m4Itjbx2Nt7NmU9JxVC0cAAMfhvOgjtjZW82YNSfz8bfzMreuWjD575WlJqSlwYOvIZYfXLx1VrUoFRLzy68sxU+Mb1KkydXyPNi1qjZ6y6eHTT8P6+382ZN5/mrBt7YRl607Wr+25fX3o+BlbX7z+cnT79MFj13duW69D6zpDxq3fs3FS74CWkYt2n7z4OC46ZGLE9oG9m6+KCpJESZYp/GMxQanGBL3OaNADokbr5+0fRiUzlENEWaaTI3c1ru81rL//yEmbZk3q3bpVnflLD/I8mTd9wJhp8dWrub98k7Rk9pCET6mx2y/PDOsp8JxKqajtq3V0sLlx53Xs9ktNG1abHtpz/MxtIwe3CejcyGKRCMGSUvOE8G2jBret6O40f8WR+JhxGkd1yNTNg3q36BfgJ0nydyFTt5y99KSy1kWmNCkpM3hEh+h5w0dMjH3w+INHJSezWUpOzZ49uc/U8d27Dl7+NSW7gqtDaak5LSNv9aKgKWO7y1SWJDl4cnyGMf/y0bl3H7wLnBgXObXv/uN3WjWvuTFmwh39y4Eh61dHBd7Uv8nMyj+9N/zw6XuLV5/Yunb8vOWHWzSpvnldqG7zuZiN526dWuissd206+q2vTfataodv3qclUrgCFm/9WJ6Zt6aRSNz84tHhMZOCuly8sITN1eHZo284/dcmzOlz6kLT6pVrTB9Yi8qy4SQ9Vsu3H/8oaTUFDys3eC+LSfO2iFTeXBvf1GS3F0dJFmes+TwljVjvX0qrd14NiUtd9XCEQDAcTgv+oi9rU3kzEGfPydPmLlNt3R0mUlctv5kzeoelNLlc4fBDwwRHz79GLPp3ONnn7asHnfs7MOXb5LGj+xspRKcHNR1alYePXlTy2Y1dMtGT5676/Gzz0e3Txs8dn3ntvVaN/cdMXHjwfjJPbq1mLt496mLT2JXBIfN2jl+ZKeZYT0lSYZ/OCYo1Zig1xkNHb+QbAAAIABJREFUekDUaP28/cOoZIZyiCjLdEL4tqYNvYMGtRoybsPcqf3atqk7O2ofz5PlCwJ37r2+aPWxzm3rbVkz/v3HlGnz90ZO7dO0oXdqeq6zk+3nLxneXu4nzj188PTj5pixE2Zua9GketDg1jbWVhyHJaXm4CmbQ4a396ioiVhycOf6UGcn28CJsUP7tRzYuwWj7O2H5M4Dlw0f0Gp4/1Yypas2nn32uyEqfOCcZYemjuvRrWOD0jLzvOgjpaXmUUPbLl59YlHEoBZNqhcVl02avdNZY3d+f4SNjUoUpZG/bLp49bfhg9p8/JxmSM46s2/W+viLD3/7GDml79Xbv798k3R6z6wla45nGAsuH448cEI/d/nhi4fm6LZeuvvo/ZA+/lduvczJLTq+a8bTF4lurvZxO67aqlXHdk63U1sTDtfFX9h39E58zLjk1OydB28tnjM4atXxiMm9HWytwyJ2rl0a9PZDypWbL1ZHBSV8TvNw19y69ybTWNCuZa1VsWfXLR31+5ukizeer1080spKkV9Q4mBrPWbG1oBODVs3rxkWsaN+nSq6ZaMYA54jsxYdePz808aVIfceJ1y6/uJA/GSlgh83Y+v9Jx+2rh3ftX0DUZQ4jly//erth29UZtEbTm+MDk7Pyl8bf2HOlD4e7pqCotJWfr6DQta18vPdtGpM6Kztj377dHpveJ+Rq7u0rTd5XLf2fRfXr+PZu0uT1ZvPN2ngFTmlb6eByyaFdI2c1k+SZPiHY4JSjQl6ndGgB0SN1s/bP4xKZiiHiJTSPUdue3lWaNG0+pbd1wK6NPKtoT126j7HkQF9Wnz9mrV607neXRt3aV9fkuj5q78dOnkPAStVcpo2vsf5q89u3XtjY6UaP7Jj6xa1Tp5/tG3fjV7dmkwY2Ykgmi3SjoO3Wjf3dXJQHzv7IGR4B1u1auveG36NfZo08ELAh7993H341+mhAXXqVAEGv959tffInXq1PT8Z0udO66fVugDgqbMPr/z6srKHc0FhacQvvV1cHYHS3Yd+ffD0w+KIwa4u9pIk7zx462tK9tdvxtSM3HGBHYMGt/n4OX1l7JnPhgwnJ9uJozt3alt3865rRcVlM8N6PXz64ejZh/Nn9DdmFy6KOV5camrZrIbJLIYM63DwxN27D945aWynjOvRpnlNSinhyI07rx4/+/whMa2wqGz8yI49OjbafeTXyzdeVvV0VVsrh/ZvWcHZIXrD6dfvv1bzdJsRGvDxS0ZOXtHw/i33HLkjS3RwnxaxOy6/eGXgOa5lc99JIV3vPHgXu/2K2kZZq7qHd9UK/Xv6ASAheOrikzfvkxM+pUoSnTy2Wxv/moSQuB1XDpzQnzsQ4eRgSynlOe7hs48xG88UFpQ1a+Id8UsfAIiJO/fw6UeeIy2b+4aO6rx519Xq1SoGDW6z98jtz0mZU8d11227VKu6x4jBbc9efLx9/82iotKaNbRzpvRR26iWrDnRuV29gM6NZJnCPxwTlGpM0OuMBj0garR+3v5hVDLD31AqeJkySZKVSkEUZUqpQuAZgChKhKCgVFBREiUZABQCX1JmLiuzONhbAyAiFBaWKlUKK6UgSjLHkaLiMoXA8zwH5ZRKQZJkxpgg8BaLxBhTKgVJkmWZAgDHEV4hSBZRlikA8DzHKXiQKHBENFsoZQCgEHjkOaAUEEWzSBkDAKWCB46zmCyMMQBQKgTgSFmJSRQltY1KlGSeIwCQV1iqtlYqFYJFlJRKAQDMZpHnOU7gRZOFcGg2S5Is29laA6IkSgBQWFhmba1QKHhRlKGcwHOE54qLyxhlNjYqSZI4jissKrNSKVTWCtEsATBELCgstVWrEAlH8DuLKCkVPAMQRZnnSX5BKUG0tbWSJFngudIyMwCq1SpGmUWUoJwg8IRgYWEpxxGVSiHLMgJGLj8sCNzSOUNkmUI5nidmi2Q2i/a21jKlAMBzXH5BCRK0s7WSZSooBEapxSIpFDwSYjGLCqXAZGoRJYWCN5kspWUWB3sbxhilTKFSUEkSRRn+DExQqjFBrzMa9ICo0fp5+4dRyQx/L4I/UEYZg+8IIawclCOEsHLwp8MfgFIG5RCRIFL2A/wrCCIgUMqgHAIgIawc/HMEERAoZVCOEGQMGGNQDhEQCSsH/yeEEABGKYNyhCAwoIzBv0AIAgPKGCKWlJpWxp7p3bVJi6bVRVGGP2A5Sin8gRACwChl8O9BRIJIGWUM/nRMUKoxQa8zGvSAqNH6efuHUckMP/3lMcYoYzzHMcbg/wZMUKoxQa8zGvSAqNH6efuHUckMfy5E5Dkiy5QyBuUIoiBwDECSZACglMH/WIQgR4gkU8YY/LdCRMYY/LUhIgAwxuCf4zjCGFBK4Z8wQanGBL3OaNADokbr5+0fRiUz/IkIwYLC0pdvkmrV0Lo42VLGCCF5BcUXrj5jDLp2qE8IcbS3IQTh/wQRFQqeUiaKEvyXcRzhBV60iJQy+O9AEDOM+R8T0xvWraq2UTHG4P8xFlFCAEHg4W8g4ucvGQLPVansQimDH5igVGOCXmc06AFRo/Xz9g+jkhn+BiISggAgyxQAEJEQBABKKWPwHSH4HWOMUkYQGTDGABEBgDGGiABACFLKvuMIAQRGGWUMAAhBQSnc1r8dMXFD7PKQ/gHNLKLEcWTx6uPxO68OHdiKMXbz7psTu2bU8dVaRBkRAdh3BAkgMMbMZlH/KMFZY9egThVKKZRDRAAgiIBAKcVylLLvAIAQJIiMAWWUMUBEAEBEQvDrt6wXr5Pa+teyt7OmlBFCEIH9AIwxgogEAYBS9h0CEEIAgf0AjDFEJAQBgFL2HQAoBH7fsTtzlx85sy+8UT0vSikiAgCl7DsAIAQJImMgUwoAiAgAhCBjQCkFAIJICFIGlFL4AyISggBAKfsOAPA7ACTIKKOMwR8QgSABBErZd4hAkAACpew7AEBEACAEKWUAQAgyxihlAICIAEAIsnKEEMaAUgoAiEAIAQBK2XeIAICEIGOMUkYQkSAAoxQ2bLtka6MaF9RJppQQBABKGcfhgpVH7dTWs6f0sVgk+IEJSjUm6HVGgx4QNVo/b/8wKpnhD4goipLha6ZSIWgrahQKoaTMlJRstLFWaitpAJAQzM0rTsvIrejmZG9nbTKLPM/xHLFYJAAQBM4iSgiQnplfwdXBxlqZkpaTX1BapbKL2kYFAPn5JXmFJZ8SM0KmbY5bMWZATz9RkktKTcMmbJBlenLXzMSkzM9JGe1b1bFWKRhAbl4RALi5OHxLyykqLvPyrJCVU9hrxEq/Rj665aNVSgEAGAOLKAk8Sc/KBwaVPZyzsgsKC8sqezjzPEcI5heUJKdkOzmqK7o5AYDFIiHB3LwinuPOXH4ye8mhU3tmtvKryXEkPTMvN7+4kruTwHNWKkVpqTk5NVulFCp7OHMcBwDf0rJLS8wV3TUchzbWSkmSE5OyBIF4ergQQhhjCoHfc+T2nKWHzh+MaNbIJy+vOOmb0c7WyqOihiAygNz8otT0XGdHO3c3B0qZRZQ5DlNSc6ytlW4uDohQVGJKSs7SONq5utgjwneEIJWZITnLZDJXq+pmbaUURZkyWlpqSUnL8azsYmtjRSkFAEQEYEnfjKWl5iqVXW2slAzga4qxoKDUu6qb2kYlyd8xk9nyLTW7SmVXpUL4/CXdydHW1dlelqkky5Ikf00xVqzgaG9n88mQbqtWubs6MgDG2JevWSazxcerokLBWUQJGCSn5dhaq9zdHPILSg1fM91cHVyd7T8kpgkc513VrajE9DXFyHNctSoVVCohctlhO7X13Ol9LRYJfmCCUo0Jep3RoAdEjdbP2z+MSmYoxxGSk1cUHrXvwW8fbaxUK+YPq+2rDZ21PfFLpkxp8LD2c6b0vfPw3YwFe02l5mrV3GdN6j13+eHxQR0DB7WeOGsHIWT25D4TI7ZLopyWmbcpZuzrd8mbd18Fyjw8NNvWTjCZxNGTN31JNrq52qdn5u3UTewX0IxStmHbpYWrjjIGo4e29anqfuXX3+Njxh4+ff/KzRcZWQXdOjbw8nTdtOuqwJHe3ZsCwPotF62tFD27NN60aozaWpVpLAiL2GEyi+8/pZot4qDeze8+eP/pS8bUcd2jIgZdvfVy7vIjkiiWlFkmBnedERqwZtP5a7d/z8ourFfb82Ni2tuEb55al1ULRsiUrtCdViqFL8nGdi1qhY7uvHjNidy84pz8osF9WqycP2LHgVtb911XKRVfU4w9uzSaN73//Ogjj599lmV5QK/mC2YOsLFW8RzZc+R25LLDFw/PNpulqfN2FxSUmsziwN7No+cNu3TzxdI1J2SZ5heURs0a1LiB15S5u+3UVo+ffbK2Vu7QTdC6O4fO2p6ZmefoZLtt7Xhfn0qUMpNZXLHh1PPfk5CAna31usUjC4vL5i4/7GhvnZKW4+igjo0O1jjZMUYZg827r56/+szGWtmiSfUp47rH77l+5dZLa5UAhMQsHGFtpZyz9JAgcBmZ+fb2VtW93F+9Sy4qNm2MDtZW0kydv5fKNCe/mCA0rl/t1buvxpzCZXOGtGhWQ7f10tPnn3meVHBxWBQx+NyVpycvPEaAIX39a9fULlhxjDCqUCmWzhly8cZzaytl0KA2S9eeSEnLy8opaNawWtSsQQtXHrVVW0dO62uxSPADE5RqTNDrjAY9IGq0ft7+YVQyQzmlgn/w5EOvoJjQ0V0GBDRzq+CwcfuVkxcex60MuX3/7f7jd0/tCV+85kRJiWnN4pGFRaUCzw8Zt37WpF6hwV0GhawnhKyYP6zr4OVurvYrF4zgORI0KW700Hb+TauHzd4RNKitySwePKGPiQp8/PzT9v03D2ye3K9HM0mWk74ZR0/exBGybe2EY+ce7jt69/yh2XsO/bpuy4UV84Z3aV8/NGK7gudXzB/u5GCTV1gaPHlTbd/KUeEDfbzcBZ6kZ+b3CloFDCKn9l0ReyYtI2/NoqBTFx9//pK5b9OkibN2uGhsVy0M3Lrv+snzj8/uizh27uG6+PMr5g3v1rnR2QuP1229uGZxUOe29cZN3+rl6RoW3KVf8NqQYe0G9/F/m/BN6+G8be+N63dfXTs2PzBsY6c2dXt1adxnZMyyuUNLSswrNpzeHDP2kyE9Ju7c0W3T2reqzQD2HL49L/rIoa1TdNsuGY2FcatCLl1/sXrTudN7Z2kc1OlZec5OtrMWHVCphMhp/QYEr23l5zu0X8vp8/cM6etft6Z2ytw9cStD6tSsXEXrYqu24nly5eZL3daLW9dNcHa0HTMtvpWfb4fWdUdN3hSzYESdmpVHTto4bUJA1/b1KWMfE9PDIravmD+8Qd2qGVn5KWk5C1YejY0O9vWuODlyt4vGbvSwdiMnxc2c2LN185r9R6/p3rHBtNCek+fsrF+nyuihbfsErR7St8WIAa1HhMZWq1Jh2fzhi2KO2VgpenRqtHDV0XVLRjna24ydvmVicNekb1nHzz48tHWqm6vDrEUHBIGLnjc0JS3X3s5qZew5O7VVxOTeaRl5bq72+kcJMRvP7d0UFrfjqo21KnJaX4tFgh+YoFRjgl5nNOgBUaP18/YPo5IZynEcycktmrP00IXrzzu1qTN3Wr/Fq0/oHyW0aFq9oLC0qLhsYfjAedFHundsELNkFAB8/Pitfd/Fcyb3mRDcZcjY9QC4fO7QgGErJozqPGfGkLMX7g0PjW1cr6qjg/qTIb1fj2bvPqSUlpkvHZn75PmnfqPXxK0YM6CnnyjJlNFBIesEnj+1Nzxad3rP4dvnDkTsOvTrxevP9ecWO2ns4rZfWh171rWCQ9SsQc0aVusZuKpFkxobooMtZpEjmJaZ33dkTCs/3w3RwUPHrTfmFN08tXD5+lMHT+hXLhgxcdaOWZN6TZvU/+KVhyPD4nbHhd1/nHDh2vO75xZrXBwPHr4VvvjA5SORDepUHTst/v3ntPYtax89+3CHbkJN70rrt158/zHl67fswuKy+xeWhs3eUVZqqe1b6cqt3w9umbLz4K09R++0869VZrKkZeStWzqqS9t6gLDn8O0FK4/GRgcvijnWuV39tcvHPnr8pndgzIr5w/yb1dBtvZiRmf/qfbJPVbf5MwcMD41dHjls5OA2/gHzfX0qzQwNmDZ/75sP30b0bxUxpa+Tgw3Pc+viLyR+ydiwIkRQCNHrTuQXlI4c3CZy+eFtayc42lsHT9k8oKdf/57NgbHrd17H7by8UzfRWWNLBH7/kduXrj/fvWGiylq168DNuw/fz57cJ2LJgfXLRldycwyZumX4gJa9evjNidpnb2cdFtwlaFLc3Kn9mjfxmTBze/OmPsGBndZuPJ2VXdiortfSdSeaNvRGgOzcoilju7/7mPItLSdmQWCJyRw8ZfPAns2H9PNnlAJC5LLD9mrr8F96Hzxx9/6TD3n5JWmZucd3zty866qNtSpyWl+LRYIfmKBUY4JeZzToAVGj9fP2D6OSGf4gy7SopOyW/s2sRQcG9W6eX1D67PfE9ctGOzrY8BxnbaUcELK2hnfF7esmFBeXZWYX9ByxKnRk59HD2w0KWVfJ3WlZ5NCAYSsnjOo0Z1q/KzdeDBm3PnJav24dGoii7KKxjVx6+ENi6vkDs3+993bSnJ27NoT1D2gmSrIoSYPHrBd47uTumavizu05fPvcgYhdh369fOPF9ZMLnBzUxSVln79kzl9+ODOn4PSe8CHjNtSvUyU2OpjnCEcwLTO/78iYls1qrFkcFBQWl51bdOXI3JWxZw6fvq9bPnr89K2D+/rHLArauufa/BVHT+2eceHa80s3Xlw/ucDN1WHPoduzluw/tTu8UT2v0ZPjMo0Fvj6VOrWtO6h3ixUbTm/aeXVjdMj9px/OXH56/fj8sIgdsky9q1bo06NZ57b1IhbvP3L64U7dBBdnewCoqnVRq60Enttz5Pb8FUe3rBm7ePXxmtU99sRNOnf5aci0LdvXjj9z5bf3H1JiogLXbblgMolRswYOD41dMnvI8P4t2/dbXN3LfXPM2Jy84iNn7i9Zc3LDslFjAjsyxrbtv/Hrvbf74n5RWClmzN2tcVT37tY0cvmh+JhxGkd1yNTNg3q36Bfgxyh7+NuHRauP79k4yUPrYimznLvydNeh20e3T7V1sF+57lh6Zl5YSLeZC/etWRykragZM23LkH7+/Xo2nx21z9FBPXF056BJcRG/9PFvWj00fHuzxt5jR3ZaHXsmN6+keZPqm3ZdiY8Z42CvZozZ21rH7riclpG3csEISZLHTt/Sys934tgAc2kpAIuKOe5or+7Utu7MhftiogLLyswrYs9sXzdhy57rNtaqyGl9LRYJfmCCUo0Jep3RoAdEjdbP2z+MSmYop1DwD558WLrupMbe5ub9twtmDPCoqJkQvr1J/aouzvY8x0XPG7Zxx6VVG8/5VKlgY2O1enFgtO60/mFC9WruyanZbf1rLY8c2rH/0kljus6b3i/DWBAYuvFbWk77lrUyjAWhozrlFZSMnbbVo6KTLLO0zNx9cb8M6OknSrIoSf1GrhF47tzBiGjdmR0Hbl49Nm/bvhsXrz3XX1iiUgoTI3YwSl+9T/byrLA7Nmzs9C1XbrwYOqCVbtloWxtVakZej6HRbVrUXL9s1NBxG4y5hbdOLly+/tTeY3cuHpyzdf+NQyfvdWhZ+9Hzz+1b1t4QPXrhqmNXbry8c36xWwWHq7deDhmrc9HYLpk95Pj5R3cfvPPUutjbWU8Z1z0jK3/u8sPtW9VO/JJZUFR24+SCMVPj331MqVxJ4+riMCM0gBASMjW+mmeFqpVdRFleOHNglcquhOCug7fCFx24emzu9duv12250K5FrTcfUqpVcd0dG7Zs/anj5x6186/14OkHn6puC2cNHBCybuX8EUEDW/n3XFCnhrZTu7oHj9+zUgqPXybuWB/arUN9StnnLxlhs3a0aFbdTm11/c6r1VFBDCBy2cHt60KdnWyDwjYO7ddyQK/mkiQXFZdNCN/m7GTrU9VNlOSBvZvPWLDPy7OCl6fruau/zZ3Wz9PDJXTW9tjo4MqVnEdO2jR8YMsBvf1nztvt6KiePKbb0PG6yKn9WzWvMWbqlhZNfcYHd1257mRmdkH4xN5T5+328XJrVM8rO7eod7fGR04/SE7JXrM4iCNkz9Hb+47eHdSnxecvGSMHtz16+r6drVWf7k1/mbNj+IA2X75m3tK/Obl7ZuyOy2pr1fyZAywWCX5gglKNCXqd0aAHRI3Wz9s/jEpmKEcIFhWXXbrxIuFjai1fbfeODaxUyrsP3917/IEg+DXxad+yTkmp6cK1Z4mGjIYNvDq1qWv4mnnx2vPKHs5VK7sSgr4+lR48+VDVs4KPlxsCJn0zXr75IiU9x9PDpVfXJhoH9blrv31MTG/e2IcB+HpXrOjmSCn77smLRILYrJH3Z0NGUkqWf9MaScnGTGNBK78agsDff5xw+/5bJ0d1j06NqnpWeP0u6eLVZ15V3fsFNOM5YrKIj377qHGyq+Pr8dtLg0WU/JtW/5iYkZya3apZDbMoXbr+POFTqo+XW49OjV00tq/eJWdlF7byq6FQ8GUmy8Xrzz9/yWze2HvhymPNGnn36d5kwYqjgHAofqr+0fuv34yNG3gplYKd2ip4anz/gGYtm/lOjtxVvZr7kW3TXrxOunn3lcUiNW5QrUPrOlYqBSIkp2a/TUhp2awGz5Ert17+/varR0XngE4NPSppUtJyzlx+Kkly/dqeSoXgU8396YvE2jU8Krk73XucYGdr5eZqf+bSb9k5hS2aVm/jX4sjBAA4Dl+9Tb508wWlrGv7+o3rV8vLL074lFq/jqdC4J+/+lLJ3amimyOljCNoSM46eeGxLNOenRvXraX9ZMg4c/lpSYmpc9t6LZpWLykxv3r3tW6tylYqxfNXXzwqatzdHN++/yYIXFVP12e/G3y83DWO6pdvkhwd1J5al8+GdJNJrFursiEp89zVZwWFpdWruQd0amjMLSotNdf29UDEMpN45eaLF2++NKzr1aNjg8SvmQLH+Xi537j7+rffDXV8ta7OdnVrVf6SbOQ5Ur2aO6UMfmCCUo0Jep3RoAdEjdbP2z+MSmb4AyEo8BxlQAiKosQYKASeMoYAiGi2iIQQgecoowTRIso8RxAREBCRMSaKskIpyJIsSTIA8DzHEUIpJRyRJJlSphA4xgARgaAkSrJMoZxSIQCA2SIKPEd4zmIWeZ4QjljMImOgEHgAQESZUkmSBZ4DRAAmijIAIKJCwVPKRFFSKnhANJtFgecIz1nMIiHI8xyVKeGIJMmyTAWBJxxazCJjQBB5gUOCSV+NvUasrOjm2LxJ9RPnH/Xs3GjxnCEqlcBkhgSB4588TRgRuqFeLU/f6pWOnXk4bmTHGaE9eY4wBgyAIFpEiTEGADxHOIEXLSIACAJPKSVIZEolSeY4wnOEASAiMBAlSVAIsihJMlUqBUaZTCnPEcqAIFhEmTEG5QSBRwRg8J1FlAhBgectosQYUyh4WaayTKEcz3OEIAAwykRJFngOCQIDQLBYJERUCLxFlBhjCgUvy1SWqSDwwJgoyUqFIEoSpUwh8JRSSaY8zyGiKEo8zxGClDKOIxaLxHEEEUVRAgCCKAgcZYwgWkSZ5wkwECVZoeAZZYQgAFpEiecJMBAlGf4JE5RqTNDrjAY9IGq0ft7+YVQywz8SAjD4S0NEAPbuQ8r9Jx8KCktr1fBo26KWWq2ilME/QUrpq3dfHz79aDJbGtSp0qJpDSuVgjEGP/2dmKBUY4JeZzToAVGj9fP2D6OSGX4CUAg8EgQGgCCKMqUU/gYCCAoeEaGcaJEoY/DT348JSjUm6HVGgx4QNVo/b/8wKpnh70UIsh/g/1+EoCDwgChLsiTJHEc4jsgylWUK5TiOcByRZSrLVOA5JAgAVGaSLEM5QeAIxwGlFlFmjMF/HiFIKYO/wfMcxxNgIIoSY8DzHCIAA5lSWaYAwHOEcATKyTKVZQp/IAQFgQdEWZIlSeY5DhAkSYY/8BzH8QQQqSxLoszgfxwmKNWYoNcZDXpA1Gj9vP3DqGSG/zxEKDOJx848aN+qTpXKrrIsw79H4DkGIEky/As8xyGCKMnwn8dzpLjU/Prd15JSc7Wqbp4ezplZBenGfHdXhwrO9pQxRMzOLUzLyHN3dXB2skv6llVYXEYQXZztK7k5ypQBQGJSxpdko5ODTW1frUIQABj8h3GEZOcWnbn0pHf3Ji4aO0oZAPAcSfpm/Pwlw9pKWbdWZYHnEpMyzRaREOLu6uDm6iBKckZWflZ2IQBjDNxcHdxcHRhjAMBzpLjU/Prd15JSs3dVN20l59T0HEmi2koaRAQAgedS0nM/JqZLklzZw9nHy52Vg/9JmKBUY4JeZzToAVGj9fP2D6OSGf6GQuABAQFESQYAQeAZYwBgsUiEoCDwjDFElGXZmF04esrmyCn92vjXtFgkACAEBYFnjAGAaJEQURB4BowxIIhHTt+ztlb1DvCzlJkVAgeAgCBLMiHk0s0X+QUlIwa3Ec0iIvI8xxgDBhZRgn8Tz5HklOzI6MM3b7+SKfP2ctMtG3X60tMDh2/7+9eKWxHi6mpfWFgaGr5df+9N0LD2Myb2HDV50/uPqSqloLZWTZnQI3Bg6zOXnkTFHJNlxnG4ZPbgvj2aiaIMAALPEY4A+w4sosRxhOMIAgCiLFNJkgFAoeCR5w2JaeNnbNsQPbqGd0UqU8KRE+cfLVt7MjUjTylwgYPbDOrdYvyMbUXFZTxPnBzUkdP6de/YcGbUvtMXHtvYWFFKJ4zqND20pyzLHCHJKdmR0Ydv3n4lU+bt5aZbOurQ6fupabn7Nv2iUgmE4PXbr+ZFH0n6ZqSUOTnYhE/qHTysPc8TnueAAQCziBJj8NfGBKUaE/Q6o0EPiBqtn7fpqXhHAAAgAElEQVR/GJXMUA4RJJl++JRWVFz2/JWhX0AzBzv1+Wu/fUvNadGkun+z6kXFZb/ee/v+U6qnh0uvrk1ESRo7bcusSb1bNfe1WCRCsLjYdPHG82+pOS2aVPdvVt1kEq/fefXpS4Z/k+puFRymz99rpRJCg7s0beD99MXnpy8SbW2tendtwhGcteSAMbto6rhubVrUMpnFC9efZ+cUtm5es0kDL0oZ/CsQgTGYGbVv96FfddHBHVrWvnzzRf3annE7r96+/5YBxMeMHdC35ZVrz8ZO31JmsnRr32DFgmGdBi7r1KburEm9Rk7aJMn0xK4Z42dsS0nLuXFyfk5eMaXMx8udUooICZ/S7jx4V1xqatOill9D77TMvExjftI3Y1KysUenhjWqVaSM3Xuc8NvLREcHm5PnH69fNsrHyx0BEz6ndhuyvEpl19jlIUXFpW8Skr2rug8Zp1s0a1CH1nWGjtdVcHE4un3qhPDtySnZ5/fPVih5nudUSgERGIOZUft2H/pVFx3coWXtyzdf1K/tuWHb5a8p2TdPLrBVWyV+zRwQvEapEDZGh6htVOGL9r94/eXc/ohavtqrt15+/JxWr45n+5Z1eJ4wBn9hTFCqMUGvMxr0gKjR+nn7h1HJDOUIwdIyS8jU+Pz8ku6dGvbt3uTw6QfGnIKmDaqdvvj0l7HdnJ1sz135rUpl1+PnHnRqW394/5YhU+LDJ/Vq1dxXFGVZpjEbz+bkFzVtUO30xaeTx3XPyMo7dfFJry6NbW2ttO5OEUsOchwZNaRty6a+R87cr+TudO9JgkohhI7uMnf5oezcoqBBrXt1abJuywWFwFerWuH8lecLwwfUq+0py1TgOSQIf2AMJEkmiJnZBe37LvL1qXRsx3RB4DmOWMzi8NDYnPxik8lSx1e7KWbszAV7335IkWXqUVGzcsHwbkOjq3tV7B/QbG38+VZ+vjELAidG7Dh59kH4lD7jAjtWqqgxm0VEoJTtP643my1lJvHa7d93rA998vzzotXH+3RrkpVdmJtXvCcu7OWbr/Oij3RqU+fN+29vP3w7s2+Wl2cFniPxe6/PXLhvb9wvg/q2kEWZU/APH73vOWLV7Ml9Wjf3DQ3fXquGNn712PEztr1+/3VxxGBra6VfYx97W2uCmJld0L7vIl+fSsd2TBcEnuOIxSwOmxCblpF79dg8Ozvrkxcejf5lc9zKkFHD2wPAhcu/DRmni10xWrTIi9eeaNHYx9bWenVUoKODDaUM/rqYoFRjgl5nNOgBUaP18/YPo5IZyhGCpaXm0VM2d23fIHRMwKePX0OmxgcObF3Dp2L87utVK7ssnzc0PSMvJS334Ml7lNKoWYPGzdgaHtarVXNfRtknQ8bY6VsCB7au4VMxfs91n6punlrn81efR88bWqu6ByE4b/lhe3vriGn9LWWWgsLSpG/Guw/f3br39mD8L/uO3k1Jy41ZEvT8RWLY7B2TxnTzcHNaFXe2c7t6Myf2KiuznL/27N37ZOQIADBKXVwcBvdurnGy+/wlvWXAwsF9WmxYNpoyCoCyLAdO3CjKtFkDr/3H9RtXhMxZenBw3xb3H39Q21jFRI0IGLEyP7/Ew93pc1LmwF7Nl0UOycgqmL/iyOXrzzwqamJXjunctp4sU0S0WKSvKcbPXzLWbr6wYsGwb6k5J849OhA/OTU9b0L4ts2rxuw5egcYREeNfPny0/QFezbHjPXxcuc5bvGa4xu2XT67b1br5r5mi8Tz3JPnn3qOWKVSCEUlpsoemqPbp/t4uQWFxV25+aJuLU87O6sV80bU8fVgAIavmS0DFg7u02LDstGUUQCUZTlwYlxaRu7VY/Ps7Kx37L85df6e03tmdmpbjzF49OxTwLAVi2YNysop3LH/5rqlIzu2ruvsZEsZg780JijVmKDXGQ16QNRo/bz9w6hkhnKEYEmpeUL4tqBBbXp2b/rbs08Twre386+ltlZJstypTV2Fkt+w9VLVKhU+fk7zcHeaP3PA+BnbwsN6tWruCwyevTJMCN/ezr+W2lolyXKHVnUa16+669CvF66/6Nq+/oyJAQtXHrW3s54zfYDBkL5s3UkbGyuTyZyemb83btK+Y3dS0/PWLA66effNjIV7u3dooFQKlNLuHRv6NfaxWKS7D99/ScpAjgAAo9TRUd25TT17e5vU9Ny2faLq1/I8vmumoOCBMZPJMiI0VqZ0Zmiv0VM3ays6ZRkL9sb9smj1cTtbq5iowC6Dl3duUzd6/vCte64vXHXs4JYpfXv5S2bT+WvPps7ZWbd2lUNbp9pYKS2SvD7+QsKnVI+Kmpv617plo7+l5Vy99fvWteO/pRonzdkVszBwy97r3lUrTJ/Ux5CYNjly1+pFQdWruXMc2bjjypwlB/dv/mVA31YgS4D44HFCr8BV0ycEMMY27bq6Y31ot44NhozVpWXknjsQYaVSKBQCY4wQkp6Z17ZPVP1ansd3zRQUPDBmMllGhG7MyMq7fWaRYGV97OSd0VM2bVs3IXBIewB26tyDoLC4rWvGtfWvtSjm+NkrT9u1rL0xOsTZyZYyBn9dTFCqMUGvMxr0gKjR+nn7h1HJDOUIwZJS8/iZW0cMaNMnoOmXLxnjZ2ybM61fx3b1zSUmyuiydadKSs26FcHL1pxIS8+NmjVo7IytEZN6t2ruS2WanJo9fsa2OdP6dWxX31xisohSmcni6mKvf/R+7vLDh7dO3bTrqlIpLJoz/PDx2wdP3D2xK/zKrRfbD9zcF/fLvmN3E79kxMWMefMueXLkrrWLRzZqVKO0qJgxxvMcACgUPHIE/j+UWSwSAFCZTpi1/fi5h6ujAhvXr/bZkO7rU3Fl7Nkyk2XvpkkhU+LPn7ofOLrzhuXBQ8fpHB1t1iwK6jJoWaN6XuGTeu0/emfvsbu7YycWFpVVctfIVJ48Z5evT6V9m36xsVImp2WPnLQpJirQ08N5ZFjcwvCBqRl5V26+2LZuwrfU7LDZO3XLRh0/9yg1PTd+7biLV55FrT5+aMsU76puiPDydVLXodG1q3ssDB9IGcvNK3JyUA8dr1uzeGRAp0adBy6tXMl5b9yk8eHbPiamb1k9TiHwLs527hUcAYDKdMKs7cfPPVwdFdi4frXPhnRfn4oxced+f/N1xYLhtmorlYIPmbalgqv9oojBCLAo5rgxt/D0nnBJkimDM5eerN50/vLhyJbNaoiSDH9dTFCqMUGvMxr0gKjR+nn7h1HJDOUIwdIyy/QFewf1bt61fX1JorsP/3r07EPvKhXMFnHCyM55+cXrtlzw9a6Uacz38XKfMbHntPl7fxnTtXmT6qIoAeDuw78ePfvQu0oFi0UaE9jB8DXz6s2XJotYResaPX/42UtPYuLO9ezSqHe3pgtWHHF3cxRF+bu4lWN+e2mYu/xw6+a+M0J7Hjp178bd11U9XS1mcdqEgNq+Wlmm8K/gOO7D59TwqP36xwl2Niq1WrU5ZuzhU/eLS00HNk/etv/m0tXHN6wI7tWlSVBYnJOjzdI5Q4aM0334nGqrtlYqhfEjOw3v33L6/D1Xb79CADdXxw3Ro1o1q8mAlZnE2UsOZGYVVHRzfP8pdeWC4SlpuTfuvF6/bFRaeu6sxQeWzx1qtohT5+1xsLPmea6wuGzjipCqlV0ppQCw+/DtpWtPmswiIvTs3Hj0sHZjpm1ZMHPAyKFtF608dvjUvSPbp+06+OuhE3qNxo5ROjaoU/ikXpRSQrgPn1PDo/brHyfY2ajUalX86nGnLj7Ze/g2J3AqpbB/8y8FBaURiw8UlZoQwNXFPmZhYLcO9ZevP33o5D1Kab1anptixjo52FDK4K+LCUo1Juh1RoMeEDVaP2//MCqZ4W+YLSLPfUfwB/iSnPUtNaeim2PlSs6CwBu+ZhYUlfpUdVcoOJ7jLRZREDhCCADgD/AlOetbak5FN8fKlZxFSf7wKRUQa9fwUCoVsiy/+5hCkNT29cjIKkhOMVar6mZjrVIIHAB8MqSXmcQ6vh4cx336kp6RlV+5oqaSu4bjCPybOI6YzeLnpMziojKvKq5OjrZmiwgMlEqBUmYyi1YqARFNZhERlArBZLKIkkwpUyoEGxslMFZmFhO/ZJSZxOrV3B3sbCRZBgBCsKTU8v5jiovGroKrPc9xjDFJpkoFzxgzWySFghd4LjMr35CcVd3L3cZGxXGEIAIAIhKC2blFiV8y1DaqalUqcBxnMlsUAi8IvCTLJpNFpVTIlFrMkkwpACgVvEqlgHIcR8xm8XNSZnFRmVcVVydHW4tFsogSYwwQrVUKpVLIyS1K/JrJc6RaFTd7O2sq0zKz+CkxnTFWw7uiSqWglMJfGhOUakzQ64wGPSBqtH7e/mFUMsPfQERgjME/4QhBgowymVIA4DgCAJQyAGCMISJjDP4GRwgSZJTJlCIiRxAAZMq+QwCOIwxAlikhSJBQRhkDxhgAcBwBAFmmiEAIQURKGaUU/gMQkSMIiPQHhogAwBhDBERklDEARAQAxhj+AD8woIwBACJyBAGR/sDgD4jIEaQMWDlEAEDGGAAgImMMAAhBQgillDFgjMHfIAQJIcCYTNl3hCD7AfAHoJThD/C/MQaMMfgDInIEAZH+wPAH+N8oZQBACBJCAID+wAAAETmCAChTyhiDvzomKNWYoNcZDXpA1Gj9vP3DqGSGn376szFBqcYEvc5o0AOiRuvn7R9GJTP89NOfjQlKNSbodUaDHhA1Wj9v/zAqmeGnn/5sTFCqMUGvMxr0gKjR+nn7h1HJDD/99GdjglKNCXqd0aAHRI3Wz9s/jEpm+OmnPxsTlGpM0OuMBj0garR+3v5hVDLDTz/92ZigVGOCXmc06AFRo/Xz9g+jkhl++unPxgSlGhP0OqNBD4garZ+3fxiVzPDTT382JijVmKDXGQ16QNRo/bz9w6hkhp9++rMxQanGBL3OaNADokbr5+0fRiUz/PTTn40JSjUm6HVGgx4QNVo/b/8wKpnhp5/+bExQqjFBrzMa9ICo0fp5+4dRyQw//fRnY4JSjQl6ndGgB0SN1s/bP4xKZvjppz8bE5RqTNDrjAY9IGq0ft7+YVQyw08//dmYoFRjgl5nNOgBUaP18/YPo5IZfvrpz8YEpRoT9DqjQQ+IGq2ft38Ylczw009/NiYo1Zig1xkNekDUaP28/cOoZIZ/Dr8DYACMMY4jiChJMvw34XmOUSZTCn8vQhAAKGXwn8dxBAElWSaEsHLw70EAJISVg3KIyHNElillDP6ROI7wPCfLVJJk+LsgAiJhjDIG/wae5xhjskzhvwYReY7I9DsG/w4mKNWYoNcZDXpA1Gj9vP3DqGSGPyACx3Emk0WUZJVS4Dny0ZCRk1vUuL4XzxPG4N/FcYQXeNEiUsrgn0NEs0V88eqLm6tDVc8KlFL4D+N5juOJaJYoYwVFpVSmjg5q+E9ChLcJqRZRrFtTm5dfYm2tsrFWMsbg3yRJcl5+iZ2dtVLBAwAhWFBY+vJNUq0aWhcnW8oY/AERFQqeUiaKEvyXEUI+fk67fPNF3VqV27WsDX8XUZTyCkoc7dVKpSAoeFmUJJnCv/DyTZJCwdeu4cEY/EuIqFDwlDJRlOBfRwgWFZtevEmq7uXm5uJAGYN/CxOUakzQ64wGPSBqtH7e/mFUMkM5RGSMXbz+fOOOK8acwlZ+NRZHDF67+cK1279fO7HA2UktSZQxBgCISAgCAKXsO0QEAEQkBL9+y3rxOqmtfy17O2tKGfwBERUKPinZ2GdkTJ9uTZZEDhXNImUMABARABhj+AMgIpUpIBKCAEApQ8SPiamJSZlt/WsrBG7kL5ty8oqPbZ/mYG/DGBAEyhilDAAQEQDwB6CUfQd/QERZlsdO3ZpXWLJkzuBBY9aNDew4Z0pfKlMkyH6A7xhjBJF9B4CICgV/98G7YRM2LIoYNC6wkyhJglK4rX87YuKG2OUh/QOaWUQJyiGixSLqHyU4a+wa1KlCKUUEggQRKGOUMgBARAAgBBkDSin8c4hICAIApYwjmJVdODw0Ni3FGDq228TRXQghjDEAQERCEAAopYwBIUgQKQNKKQAgIgAQgowBz5Hz156NmRZ/bPv0xg2q3bjzqn7tKp5aZ1mmhCBBZACMMZNZ7DtydQUXh10bJhKCjDEAwP/FHpyA1bj2DcM//+d1XWs1rMbVRAoJmWfRDttQhshUoUEjahEhyixCEi1kFjIl80xmFjKVmRQrEamV0txa13Wd57d377G/476P576/Zz/fc9/7fZ/38PsBYAwIIUqpVsurHuRayI26dmxJKQEADEARIoRQin6DMfyGZZkHT/J8wpLjYnyCJ/zKiyIllKJ/hnJSGeSqlBq1CgHI7ZwdXRRE0KJGLMvkq4tHByR2amcf6jfoTV7RuBG9U/ZkXrn1/PieuUQktk3M9fUlgKCuQVfwqVQqYZvbWbIM1moFwFBeUc0yzOlLj2JWHD61b+4vzk4AgBphjBsadF9LKurqtAHTU8YM77ViwYTqqjqJhAMArY5nGfwbQRR5nVBWUWPXVN6g5T8VafSknH0zS45j4tYd23P45sl90V07Nr/38J2WFwb0bS+RsMUlP0rLKps1MZebG4ki0eoEjmXKyqvq6rT2zSwZBlNKUSMAEEUxaMbW7z9q9mwMf5TzwbGlTcd2djqdUFikMTEyMDUxJIQyDNbpeE7CMhhrtTzLMj8qa29nvenWsWUbx6bl5dUVVbX5H76FRG1NWRM6fqSzjhdQI5bBBZ81nv5rnbu3Vq4KMtCXUIq+fisv/1HTvJmFibGhIIg6XmQYKPry3UBfamNtSghFf2AYXFevK/hUKpWwLews9aTc/cd5E6YqZ4QMnasYJYoENcIYBEH8+FmDMba3lWOMy75XF5dWNLE0tbQ0EURRFAgA+vzlu4mxgbWV6ecvZfcf5w3u1zE3/+vYoHXLor2mTnZjGKiuaSj8rDE2NrC3tdDxvMekBGsr0/0pMzAGSikAiKJY8EmDEGrZ3Oprcfko/7W9u7feuCpIX4+rrmko/KwxNjZo1kSOMWAMmu9VJaWVrVpav879PC4oKX7hxJBJA8t/1Eo4huNY9I9RTiqDXJVSo1YhALmds6OLggha1EgiYZ8+Lxjht6a/c7sNKwOb2VsJWl3MikN7D99oYmNW+EnjObxXytrQoqKymYv2FRWX19drhw3qmrDEb+f+a5k3n5WWVXXu0Dzvw9fXuZ+bN7NcvWiS9+i+Ai8ChrLv1RHzdt24+6qpjXmp5seciFH9+7aLXLBny9qwVi2s/SM2jXTv0btH67lL0yihEik3TzEqeceFsu/V339U+413HTW0Z8isbYWfNY4tbTavDs689UJTVpUcH7jvyK3Nuy+xGBOEVi+a5OHWfeqcneUVNeqP34qKy+dOH7Vg5hiMMaUUIQQAoigGR26rqKxRrgqaEbvHd5yrt6fzvLhDh47fbWlvKTeV/erawcO9+7S5O5fP93Eb0NknbEPXji28PfvOiE2NVni2crCZrNhc8EljY2VSXFKRqowYO6K3jhcQQgBAKV229uiG7RcMDSSeQ3smxU1OSb2cduSWhGOletymVcFyc1nkgr2GhnpPnqk5Fm9aHTx2RG+REEoRw+DnrwvnLEkrKi6vr9cOH9xt0exx0csPnLn02MrCeOWCicGTBoqCCBgqq+qilx24cfeVgb50TsRIlsXJ2y4QkdQ2aJXxQXJzo/nLD8hk+tnP1aYmBmmbp2OMo5cfWBHjsz3t6umLj+VmRnMiPHp3d1wYn15b1/C9omZG6LDpoUNHByRaWZruT5nBYEAI1Wt1sSsOXb75XF/KzVGM/PCxNGnLWQN96dgRvbxG9V254XhtbcP3iprpIUPnzfA8dfHxkjUZQEmnji1CfAdOm7tzeYxPbU3DnsM3tyaGOndvzQsi+gcoJ5VBrkqpUasQgNzO2dFFQQQtaoQx1DfoVqw7rtx5yd5WHjXNI9Rv4LLEY7v2X1271D+/4Nv+o3fOpEWnHbtz+/6btM0znr4qiIk7tCNpytNXBRu2nV+zyHeYW/cz5x9u2HFh3XL/EYO7ywz1BFHU0+OOns6KXLh3WfR4AFi+9tj8yNE9ujr4RWzK2BHVro2tu3e812iXgS7t3X3ix47oPVcxSmao9+HjNztbi51p167cen73wso1G0+fPP9wfVzAINeO02NSyytrlkZ7TZq60Xec6+QJ/ecuPVBVU3dkZ1Ro1Db1x5KEJX77j935VFR27mBMs6ZyQRARQgAgimJw5LaKytrEZX6eAYmRU4Z3bmc/capyesjQls2tZi/aN3nirz6efcaHbFCuDBwzond/z6W9u7cO8O4/Pjhp1aJJee+L9x+9s265/8Oc/F0Hrh/cGjl2RG8dL6BGDMbZL9SBkVs6OtnHL5xYUFgSoEiZP8PT/dcuYbN32DYxmxPu4R2a/EvvtsG+A2NWHmphZ5mxMwohRBHiWGZ6zO6s7Py0zTOeviqIiTu4PWmKkaH+1Lk7/Lz6RU0bYSQzIITo60uOnr4/Z8mB9XEBTq2bAsa8INTX6SRSduaCvS692niPcRnmE+/v3d9tQOd5cQeHDuwyelivoJlbju2eXVVVP2XujjC/QRFB7lW1DR8LS22bmK3ccOJz0fdjqXNCorZZyI13bwgnlDAM/lpc3n/0sjHDe08JGGQpN/lW+iNwRkoHJ/sV870pRR+LNLY2Zis3nPj8pXzfZkVQ5Bb7ZhZLo72+l9eIghg2Z4dLrzbZz9XhgW4Rwe4YY0op+gcoJ5VBrkqpUasQgNzO2dFFQQQt+gPDYEro1Tsv1qWczXqSv3dTxNOXHy9df5p1adWdrDdBkdv2bYyIV55ybGm9f1ukuuCbq8fSyCnDyitqLl57eudsnNzS7FD6jei4g5czFrZqaTN19o5nrz/+0qstJ2FvqF5lHl1koC8ZPG6l16g+zj1bByg2H9kZ1b61rbvPqvGj+vTr4zRhinLvpoiRw/t8KSpJSb38Nq+o8HPZj6q63PvJm3Zd2nXg+sX0Ba2aW0+atrGqps5ndN/5cQcPbZ/lNrj3ioQD+zJuH0udHbvysNzc6Ejq3LiEI4dP3D13KKZNq6aiSARBBABRFIMjt1VU1iYu8xsbmDQjdKiRkf7CVek3Ti5t36aZi8eS3t1aTRjj4h2arIwPHD2894DRy3p1a+Xv1c87NHnxnPFXb7+oqqq7lLHwUU7+2KCklDWhXqP6EEIEkVBKWQaXfq/yDEj8pVdbZUJYys5zK9Ydv35yWadODpHzd96+/2bNoknh83avXjQxYNKQ0Bmbsl+op/gPTj10g2GZuREjldsvtnFssn9bpLrgm6vHktnhIz3cuo30W7swauygfh3DZm0v/V7l7dmntrbh3JWcSxkLWrRoioh498Gb3QdvfC+veZSTP35UH5/RfX3Ckg9tm+k2oJOHbwKlNMRv0IyY1ON755gYGY6YtHrVgomT/Ya8e/dp+76r6sKSt3lFJsYGR3ZGTYveJTczat3K+tTFx7bW5vELJh49ez/tyB3nHq1WxExo1lQ+0i+hb6+2GxNC8/OKtu69oi4seZtXZGYqW71wYmDklpjIMZHhIxHCDx++8QrdUF1T38Ta9HLGYjtbc54X0T9GOakMclVKjVqFAOR2zo4uCiJoUSOMoay8uq5O69DC+obq1Sj/tStifEo0lZdvPLt1Ju7+o9ywqB37t8xYv/UcAnRm//yclwWe/msTFvvmF3y7dP3p1eNLbKxM9x2+NW/FgRN7o3t2dXic876istbGyvTyjefb9105lRbNMHhc0Pppk9369mztHbZhz0aFrY3Z2KD10wLdXJ3bTpyqTFWGjxrhvCrp2NY9mZtXh9x7/O7E+Ydv723YuPPSjrSrJ/dFd3Cym6xIqayuC540YFr0rpSEUN/x/SKid957/O7EnrkR83dbyI3Td8yMW3c84/T9cwdjKKWa71XdOzuwLBYEMThyW0VlbeIyv7GBSTPChllZGE+PSU3fMcupta27d/yIId0mjHEZF5S0fL730IFdB49fMdK9h994V+/Q5GXzvFRZb1++/XTuYMzNu6+nx6bu3TT911/aP31Z0Ll9c1MTAwD4Vvpj9OR13Tu13LYubH/G7dlL0k7snTvApcOEsOTvFdXLor38FJvDg9xmhg33CUuub+C3JYZ+/KzBgFu3tJkWvZOTsGf2z895WTDKLyFpeUCvbq08AxLnTff09+5//9E7rY53aG51+uLjlNTM43vndGnfvETzI3T2dqmEi505ZuGqw107tvQd7+oZkLhuqf8It+5jJic6trTxHe86Zc7243vmygz0PHwTFs0ZFx7kPmfxvrOZT3aun7Yv/Wbu+68Zu2aHz9spNzOaN8PzS3G5nlTStWNzhsGPn32IjN3Ts2urpOUBY4KSunVskZIQErPi0JnLj3eun7Yv/ea7D8XK+CDfcOVYD+eERb7ff9TkfygOidrmNqDzlVvPfUb3XRk7EQAopegfoJxUBrkqpUatQgByO2dHFwURtKgRx7G377+OmLfb2Ej/W8kPExODfZsUB4/fvXg1J+vyqrsP3/orUs4fjMlXf5sXd6Bfbyf151JTY8N9KdNTdl+6ePXp7XNxNtammTeeTQhTys1la5f4e411QYQiDI8evxsbmMQAMjI2LCgsiYkcE+DTf9C4FQ31WmtrU3VB6fyZo116tRkblHRw6wxPjz7bUy8tWJU+yLXDh4KS8h81b+8lX7iWE6BIaduqSfLKoF0HrpVoKndvDA+P3qUuLO3WofndR++ipo2YETp8qE+8jZXZ8b1zlqzJOHzybubRRUlbzj3Myb96bImZqSHPC/7hKeWVNcr4wBET18yaNmL0sF7jQ5I0mioLC2O1unhKoNuc8JHeYRveq7/Z21l+/qyZ5OXq79V/lP/apLgAAz1J8MxtzZqaiyL9WlJ+ZGeUKHXKlpsAACAASURBVJKpc3fs3zJj2KCugiDW1mmDIrdkXn8WMGHA9JCh06J3VlXXt23VNOtJXsIS3w5t7UYHriOEmJkYqgtLVy+aNDdiFGIAIURFsm3vlcVrjvTr7aT+XGpibHBw68zKqtphE1cvnDU2cspw9BsABOhx9nuvkPWCIBrJ9CeOdXmb9+VhTr5zjzbXbr8YP9I5wLv/iEmrTU1kelLua0lFanK4mZnMO3TD2QPzHZpbDZ+4pqSkImbW2IYGXfKOC24DuuS8VBsa6B1PnRMStdXS3ORY6hzMMQhQXl5RZOxeG0vja6pXk30GLJg1JjByy+XrT/29+1tamOzYd2XIgC45L9UG+tIzafPWbj6998jttg5NzM1lM0KHKWJ2Jyz2Ky2rXJV86uC2GaPce+p4Af0DlJPKIFel1KhVCEBu5+zooiCCFjUCgPoGnSrr7aOcfGMjA/eBXdq1afbq7afSsqp+fZzKK2qyX6j79GgtM9S7rnr5MPu93NzIw617qxbWL998Ki2rcnVuK5Gw9Q26C1dz8j4Uj/Po3a51M5EQQL+78+Dt/Ye5Hds3NzE2sLIwcWpte/v+66xH77p1djA01LOyMDY3kz3Ked+ji4O1lWl1df3Zy0++fP3eo6sDg7Frn3YNWv7E+QclpZWTxrloyqrrtbq+PdsUff1+8drTb6U/und2cPu1s1TC3n/8Tk/K9ezq+O79ly/F5e3aNJs0bWOndvYb44MwA4TQ7OdqXhA7OdllPcl3aG7V2qHJo2fvb9x+adtUrtx5sU+P1ikJIdnP1dduvWjj2LSpjbm+vsSuqfxhTn4HJzsbS9OzmU/yPhT36dEaIdS+bbPt+65cvP7s6K7ZLZtbCYKIMbx6++lCZraDQ5PxHs4fCr9duPq0qqruF+e2g/t3zn7+wTs0eeJYF0u5SRNr05Hu3WUGeoRShBAAaLX8zXuvHma/l5sbebh1d2xpU/Gj5kF2fttWTVvYWxJCUSMM8Ojp+xuqVzJDvVHDelJCTl9+oq8naePQxNrSpKS0MmDG5ukhwyQc49DCZqRb9x+VtY+ffejd3VFuZnT7/pv7D972d+3Yrk3Ts5eflFfUduvcQsKy3Ts7PH1VIJWw3Ts7IIQAQKfjL9149vzFR0cHm2FDulrKTV68/njhSrajQ9N+fZwuXMspr6jt1rkFxzK9u7eurq4/dyX7y9fvfXu36dy+RfbzDx2d7E2MDW7de93awcbJ0ZZQiv4BykllkKtSatQqBCC3c3Z0URBBi/4AABIJSwjBAJQiHS9wHIsZ0DbwDINZjuV1PKVIwrGEEgyYEMILIsexmAGdlqcUYQCWYyhFhBBRJOgPEo6lCGFACICIhBdECcei3wACACISkVBOwgo6QSQEY+BYllIKGBBCWi2PMbAsQykiImFYDABaLc+yDIMxoQRjzPMCIVQq5SilOp3AsQyWcFkP3qSkZi6f5+3QwkoQCEJIImEBQKcTJFJOFERBEDmOxQB19dq+IxZ369Ri1/ppLMcgihAgAKCECqLISTiBFwihEo6hFAEAYvH30srYVYeHD+o6engvQRBRI45lEABCVBBElmUwAKEUA0aA7j3MHeW/NikuICTADQkCL4iEUPQHDMBxLKEEAyaE8IKIMXASThREQRDR35BwLEIIAImEIoQwBoQQYIwwnLvwyDdi05GdUR7DeiFB0PEiAHASltcJhBAJx1KEaCOWwZQiwIAQ0ukEiYSllOp0AmoEABKOIRRhDIIgiiLhWAYBIEoJpSyDKUWAASGk0/EYY5ZhCKUASBQIK2EFXqCUclJO5EVBENE/RjmpDHJVSo1ahQDkds6OLgoiaNH/jQCgtq5BEIipiQEhFP1zACCI4plLjy3lxv37tqeUov8MAOJ5saq63txMhv4EhsElmsqLV3P69m7j5GgrigT9q2EMRV+/Z9587vZrl+bNLESRoP+jUU4qg1yVUqNWIQC5nbOji4IIWvR/KQDAACIh6E+QcCyhVBBE9OcAIIwxIYRS9GdgDCzLiCIRRYL+PTAGlmUEQSSEov/TUU4qg1yVUqNWIQC5nbOji4IIWvQ/FsaAECKEon8PAEQp+u/AGH4jigQQQoAoRf9NGMNvRJGgvwGAKEV/HgDCgEVC0D+HMSCECKHo34JyUhnkqpQatQoByO2cHV0URNCi/waOYxBFvCACAEKIUooxcCyr4wVKKfrXAQAJx+p4gVIKAJRSAFRT2wAAhvp6FFH09wCAUor+gDHmOAY1IiLhBREAOI4BBiNCeV4ghLIsw2AsiL8hAIhhsCgSStH/bwBQV9dQ38CbmRpyHIsQFUUCAJQiSin6rwOEauq0Wh1vZiIDQP8Lw2AAEAQR/WmiSGpqG4xk+hgD+kcAUE1tAwAY6utRRNG/HuWkMshVKTVqFQKQ2zk7uiiIoEX/AQAghCilqBH8DhFC0R8wBkopQnDy/EN9PYmHW7faOi3DMHpSTl1YcuHaU99xv5ibyQihGIAiRClFfwAAhBClFDUCAIQQpRT9cwyDv36rOHY2y9uzr5WlcX2dzsBAyrI4JTXT0EAv1G8gz4uUUvQHlmEEIrIYU4QAACH64WPJ5evPGrS8KJIuHVq4Deik48Xj57LuPcpr16ap33hXczOjRznvs5+r+/Vx6uhkTyjZtOuSgb4kzH8IQohSihoBAEKIUooaAQBCiFKKEMIYKEWUUtQIADiO2ZJ6+XbW27VLfFN2ZxoZ6S+YNaauXstgRk+PQ38PYyCEon8CY0AUIYCNOy8+zM7fnjTFxNiAEAIAW/deefayYHNCqIRjKaUYA6WIUor+AIAAAaEUNWIwzv3wdWfa1QWzxlpbmvCCiP6AAShClFKGwVv2ZMoM9IJ9f+V5EX6HCKHoX4ZyUhnkqpQatQoByO2cHV0URNCivyGRsIBQfYOOZRjAIIqEYxlBJDqdYGgo5XkRIcSyuK5Oq68nIZRm3nyuL5UM6tdx3vID3bs4+PoMVKu/3Lr3epR7DzNTQ4bBdXVajmNZluF5gWUZhsE6nUAIkXAsL4gcxzRoeQzAsowoEoQQxzIAoOMFlmEYFmu1PAbg9CXFX75fvJYzamhPzfeq+A0nNq8JsbAyjV68T25mtGDWmAadwLGMIIgIIYzh9v23ew5d79i+edDEAdduv3Tp3ebBk/zpMakOza1ZDCPceyyePS55x8W1m0+3adX0bV5R0IQBk8a5Ri7aY2JkUF+vO7ZnTtbjvIRNpzetDu7VzVEQRNRIImG1Wh4AWJYBAMxgXscLImEZhmNxTZ1WT8oBgCCILMsQkTAss3h1+skLj06nRR89+8DEyMB3vOvEqcre3RzXLPfX1esopQghBmPMQH29Tk9PQillOVYUREEQpVIOUaTjBY5j6uq0UimLMTNr4Z5rd16qzq0wMtSTSFhBJPsz7rzNL4qb7yOVciyDa+q0Uo5lOUanEyQSFjAWeIHnRamE5QURIcQyOPtFwbLEo6kbwi3kRizHCAJBiHIsW1uvlXAMyzAU0ZiVh01kBovnjiOE/qa+QScz0BNEEWPMYNDqBIbBLMvodAJCSCJheV4ghKI/i3JSGeSqlBq1CgHI7ZwdXRRE0KJGAKDTCRln7ldV1d179M7QQDpvhmd7J7vb917v3H+tuqreuVebGaFDAWD7vqtPnn9o36bZXMWo2/df6+tJtVpd9PKDcjOZv3f/If07XVe99BntwmDYsf+aKuuNnp50SsDgIQM6Xb/zKjf/y9u8L1+KyxUh7kMGdD57+fHRM1kyQz1F8NDOHZpTQs5dyW7QChPHuGQ9yXuQnT9tsltlVW3G6ftuv3a+/yivf99229KuHD/7cFC/DrOneZy5/Pht3hdjI4MfVXWzp45w7tmaUlRbWx88axtQWlJWrdPpflTXH909+8XrQuWOi2kp0+2bWehJuIrKmtGT17W0t0pVhs9eul+V9XZ6yNDDJ+/Nn+EZv+HEwtljN+68NC1gsK9XP51OQAgBAKX0yKl7h0/ek0rYmWHDKypr3334mvehuENbu+BJA1JSM+9mvbW0NJkTMbJ3d8fHTz+sSznDC2JVdX3Fj9pjqbOv3n5poC+pqKxdnnjMQm4U4N1/TsRIqYTDGL58q1i3+czb3M89ujsGThiw78gt91+7DHBpv2P/VUDI37v/zv3Xrt56bmlhsjBq7P6jdzJO3x/o2qGwsNRrdN9Qv0GXrj979/5L1DSPih+1G7afz36mlsn0QnwHegzpnnb0zvfyqo+fNbn5X0ImDZww1gUhxGD87HXhvOUHu3Vqkff+a89urWaHj2QZvOvg9fuP3hkaSqdNduvdw3HhysNGRgYL54x79CR/697MMk1V+3Z286Z7vnz7Sf2xJHjSr6/zii5czZk22Q0A7U2/NdKte6sWNoIooj+FclIZ5KqUGrUKAcjtnB1dFETQokYYQ22d1i98s6GBJGbW2D2HbhBCZk4ZEblgz+QJA7q0t49dedhzWI9WLayVOy6mrA3VavnmzSyWrT1mYmIQ6jtoxoLUto5Nw/wHa8qqlq09mqqMOHXx0XXVyxUxEx7l5B84dmfvJsXZzOw9h26uXxHwKrfopupV0oqA2Yv3TZ08pEuHFiyDrSxMWI7JOH0//eS9Q9siVytPHTl9//KRhXkfig8cuxMTOXrBqvT1cQH56m8btp2LmTnG1dlp7ebTd7JyE5b6XbnxTP2xdFfyNI5jtDrh2auPrR2a1NTUnzj/sHP75sMGdUk9fDMm7uDIoT07OtmNHtZTxwsj/db6jXeNX+KXtPHUhu3nN60O2XP45vfyqlYtbOobtI4tbRZGjdPXlzIMJoRwHHND9do/YtOY4b3tbeUOLawe5nxQ7jg/Ykj3wIkDXud+Pnj8brRi1MkLDxGluzdGKOalvnxbOHxQ1wvXnlqYG2Xsnj11zg5LC5Mxw3vNX3HAtok8PNBt4thfJBzD8+KsRftu3n0VHuRWU9vQu3vrkFlb50/3VIQOHReYxLLMtEC3AMXm4EkDWza36t+n3aETKuW286OG9yr+VlFYpLmQviDtyO1L159mXVq1ePWR81dzIsOGqx68yXlecHr/vPXbzp+6+GjsiN6v3xVV19RfP7HEtokcA3rx9tPEKRtD/Qb279suduVhRYg7IDhz6fHa5QG37r48ezl754ZpazedNjYymBowePKMFLdfu7j/2mV54tF2rW0HunZYpTyVtnn6qUuPFq/JuJKxSCRkeeKx7UlTmjWVC4KI/hTKSWWQq1Jq1CoEILdzdnRREEGLGmEMtXXaqXN3+Hv19/RwuXLtSUrqpfGjnM9lZqdtnm5obLB116Xs5+qZU4bHrDjUrVOLKf6DHVpYL4g/bGxksCBqbHj0rl5dW4UGuj15khe3/vjG+KDl644Ncu0Y5D+osqJm0lTlvOmer/OK1B9LNsQHPX9ZEBt/WBkfuCX1SnFJRWTYsD492yBKWZb5UFgatWhv9HTPQ8dVBZ9KQ/0GvVd/0zeQjBvhPHPRHuXKwNo67ZKEo9uTptg2lceuOGgsM1gYPeHqtcebUy+npUw3NNCjlLIsQwgBBCzHkN/R568Lj53NqqyqP3H+Qce2dkvmjguZvWOy94C4hROTU06v2Xj6yrElZqaGRcXfr9x88SA7v5+z0617r21szFbGTLBras4wzPLEY4dOqC4dWdi6jR3h+blL005fenzn7AobSxM3r/hizQ8fzz4PnuR/+lKWvDJIEbM7xHfg0phJcxelXr314ljq7OmxqdaWpuvjJo8OTOzTvc3GNcE6Lc8wuOhr2Si/xIGuHTYmhCCE3r0rGjRuRUyk57Qg9wlhSgwwb8Yov/BNtk3kcyI8RgzpviD+8PkrOVmX4u8+zA2dvf3k3uiL13Ku3HyesWu2d9gGl15tt66PuKV65hW8IXGp7817bz9+Kr14ZEH6iXtLEo5kHl3UqZ09Qijn5cdliUd3rp/azM5qQdx+BjNaHZ/zosC1T7uS0oqXbz6l75y1I+2aibGhq3PblRuO71EqmthanDh97+BxVfLKwNlL0oInDbz3KPfuw3eBPv15gXwoLFm7xJf+Dv05lJPKIFel1KhVCEBu5+zooiCCFjXCGGrrtNOid0727u8xvE/m1cdb914ZPazn5RvP9m1WGMgMtqVefpSTvzs54su371v2ZGY/L9i2LiztyC1DA72YmWPCo3c5d28VGuj25El+3PrjypWBSxIyhg/pFjDx16ofNX7hm+cqRr7K/VxQWLpumf/zN4ULV6VvXzfFysLkyOn7+9JvhvoN8vPqR0QiEjIv7mB9vU5fX9LGocnTlx+ra+pnTR1u20Q+IzZVGR9YVd2wLPHo9qQpzWwtYlccNJYZLIz2vnotO2VP5r7NCkMDPUop+g8kHAscixDELNu368D1vZsUi1anD3DpsCVpauzy/ekn7906tbxlq6aqey9jVx6aETpse9q1EYO7nsvMDpw4YIr/EErJotVH0k/eu5Sx0MnJvr6mfkH84RuqV9dPLdWTcO4+q3heCJw4AANuYmNmbyv3DEicETJ0YfSE6MV7Mm8+P546e3psqrWl6dolfmOC1vXt2WZzQqhOyzMMLizSjPRN+PWXDluTpoo6PvfDV7fx8fMjPSOC3Uf7J0qkXMauqLfvijZsP3/h6tP1cQFv879k3nx+60zc/UdvQ2ZtP75n7sVrOVduvTi8baZX6PqBrh03J067rXrmFZK8bpn/ddWrktIfp9Ki00/dXbIm4+KRhZ3b2SOEcl5+jEs6tiNpqm0ziwXLD7AsW1PbUFvf4OPpwguChZlR5w7NlyceNTczcu7eOmHTqT2bFDZNzE+dzTpwTLV3k2L91vNfvn3HgHp3a307660giBPHuowe1kvHC+jPopxUBrkqpUatQgByO2dHFwURtKgRxlBXrwucnmJsbLBozvhNOy9yLA7w7j9r0b55MzzbtbaNWXlo6MAug/t1qq3X6ks5RUxq3Hzv81dzDPWlS6K9IubtNjc1nKMYmf/h27K1R1OV4XuP3Hr5pnDtMv97j97tz7i9a0P48XNZhZ/LlPGBz15/nB93MCkuoLZO17ZV02WJGXIzo2XRXoJIJBx76KRKMW93tGKU5/CeE8M2NrOVH909+3t5dcT83VsSQniBKObvWrVwYo+uDksTjhrLDJbGTsy88li589LhHTMNDfQopehvAACldG/6zXx1sZ5UeuiEqom1acauqNgVh27df+szuu/JCw9dnZ32bFR8K60Imblt1NAeE8e6eIcld2hrl/NCPSdi5MQxvyBET158HDg9xf3Xzk1szDq3b/4q9/PlG89U51ZYmBvNXpx2+tLjZfO89PUkhNDB/TpNmJL8raTCw7378XMPjAz1T+2fN2XOdmtLsy1rQ7xCNpSWVkaFewR495dKufoGXcisrXeycv3Hu9bV67xH94lavI9hmN7dWh0+eW9I/05RU4dnZeebGhsuWp0eO3PM12/lF649fXB59d0Hb/wVKecOxp678uTCley751dGLtjzMOf9gpljMm89f/bq46l981YkHfumqbyUvuDgcVXsykM3Ti3r0r45Quj560KfsOTZ4R6/9HaaszRt5pTh5T9qz2U+WR83WV9f8r28uq1j0wXxh01NDIMnDfQL3xg4YcDA/p2Wrslo1cJ66XyfS5nZobO3jxraY2HU2HFB6ymiZ/bPa2ptJhKK/izKSWWQq1Jq1CoEILdzdnRREEGLGmEMdXXaadE7GYapqW2Qm8tiZ45p1dzm+PkHB4+rREHs37f99NBhuflFG3deqqmp79OzdWTY8LOZT/SkktEeva/efJ68/bxrb6fxo/qcz8wO8Ruo0wnrt5579e6zsUw/PMj9V9cOF6/klFfW+I5z/fyl7OjprHEjnXcdvP7u/dcmVqZR0zwcHWxEkWAMX4rLEzaf8Rvn2r1zy8SUM82aWoT6DiouKT9wTOXv1d/URH+18vSz1x8XRY39UlzOccxoD+eXrz5eufUiPNBNKuUopehvACAASD91P/Xg9QatrrVD01lTR/Ts2up17qf4DScKPpZ2bG8/P3J061ZN0g7ffJn7edk8b0MD6dnM7ONnszq0tYsIdpcZ6iGEeF5ISb189tITAwNpVLjHj8qaZ68KF0WNMzLS/1z0PWnb2ecvP7IsM8Kt24yw4VmP3q3dfAYAOfdoLYokInjo3sM3jYz0I4Lc00/d27X3SvdujqsWTZRKOAbD63dFq5QnCz+W9ujuuDBqzA3V651pVx1aWDs0tzYzkw3o227lhhOa0srOHZtHT/e8+/Dts1eFS6O98j583ZF2bXa4x9OXH5+9LFgRO/Hj59KEjaffq7+ZmxtFBLkNGdBp654r1TX1cxWjsh6/yziTFTtzTLOm5gihz1++Hzx+p+x79bsPxa7ObWeHjxQFotx54dnLApZhfunjpAh2P37uob6eZPSI3pev5+w+eKOhQde5Q/M54SPlcqPS0srElDO//tLBw637hm3nMYYZocMwxpRS9GdRTiqDXJVSo1YhALmds6OLggha1AhjqK3ThszaFjxp4CDXDizLMAwWRSLh2Jq6BoEXTU0MeUHEGLQ6vqGBNzUxFEXCsQxFlOdFhsG1dVoMoK8vYVlGpxMAAGOoqKw11JdKpSzPixzLAAadTsAYOI4VeJEgWlVVZyTTZxgsigQ1whg4qUTkBVEQJXoSRIhWJwCARMLqdAJCiFJaW9dgoC+VSjiKKM+LDINZltFqefRPcBxTV6dr0PJmJoYIkCCILINFQqprGkyMDQAhQSR1dVqplOM4hhAq4VjgGCQSnU6glCKEAIBlmarqOo5l9PUk8BsG67Q6ShHDYAxQUVnLsoyxTJ8XRIbBDQ06SqlMpo8AdFpeImERQlotzzK4uqZBImFZlqGUIoRYhhEJqa6tNzEyoJRijGtrG6RSTqovQYQKgigIYl291sTYkBDKMhgYrG3QMQxmJRyv5VkGA4O1DTqWwQihiqo6mYFUKuF0vCCVcgghrZZnWYbhWF6rI4QihDAGTsLptHxtXYOxkYEoEoQQy+IflXUYwMhIXxBECcdSRHle5DimoYGvb9CZmRiK5DcUACR6HBFEnhelUg4hpNXy6L+GclIZ5KqUGrUKAcjtnB1dFETQokYAoNXxyh0XBvfr1LdXa54nlFLUCGNACAghqBE0IoSgv4cxUIoopegPgBBgTBuhfwQAYcCE/g79adCIEIL+KzAGQEAooRT9LwCAAQj9HUIIY6AUUUrRP4cxIIQIoejvASAMmCJKCEWNMAaEECEU/QcYY9oI/QEAMAChhFL0G4yBUkQpRY2gEaWEUvT/DQAwAKG/Q/8ZaEQIQX/AGCNECaHo70EjQgj6l6GcVAa5KqVGrUIAcjtnRxcFEbTobxBKMQIE6Kef/p0oJ5VBrkqpUasQgNzO2dFFQQQt+hsAQClFP/3070U5qQxyVUqNWoUA5HbOji4KImjRTz/91SgnlUGuSqlRqxCA3M7Z0UVBBC366ae/GuWkMshVKTVqFQKQ2zk7uiiIoEU//fRXo5xUBrkqpUatQgByO2dHFwURtOinn/5qlJPKIFel1KhVCEBu5+zooiCCFv3001+NclIZ5KqUGrUKAcjtnB1dFETQop9++qtRTiqDXJVSo1YhALmds6OLggha9NNPfzXKSWWQq1Jq1CoEILdzdnRREEGLfvrpr0Y5qQxyVUqNWoUA5HbOji4KImjRTz/91SgnlUGuSqlRqxCA3M7Z0UVBBC366ae/GuWkMshVKTVqFQKQ2zk7uiiIoEU//fRXo5xUBrkqpUatQgByO2dHFwURtOinn/5qlJPKIFel1KhVCEBu5+zooiCCFv3001+NclIZ5KqUGrUKAcjtnB1dFETQov8AANDvKKXov4llGUqpKBL0Pw0AsAwWyW8o+tMwBgZjQRQBAQJECEV/DgCwDBZEQilFfw78DhFC0f88lJPKIFel1KhVCEBu5+zooiCCFv0N/Duor9cSivSlHAJECEX/Dc9efZRI2A5tm1GK/oVYlmFYrNMKlFL0X8cwmOVYXscTQtE/gjFU1zQ8ffWxjYONjZUpIRT9CQDw9Vu5urC0RxcHnU4QRdHMVIb+BACo+FH78k1hx/Z2cjMjQij6zwCg6pp6rU6Qmxmh/3koJ5VBrkqpUasQgNzO2dFFQQQt+gPGUFPbsHP/tSOn79XUNHgO6xU7c7SpiSFCCAMQigghCCEAQAhhAASIEAKNCKG/AQCEEPwOUYoatLoxk9dZW5ru2RiBMfwGAyKUEkIBEEKAEMIYKKEUIYyBUkQIQQgBAMaAECKE/gYAEEIACAAIoQCQ9+HLh48l/fu0NzSUUkoBMAZEKCWEIoTgNwgBBkIoQohSihACAIQQpRRj/PmL5unLjwNc2psYGxBCAQBjQAgRQn+DEJJI2IfZ+T5hyStiJgRNHKDjRYwBIUQIoRQBAEIIAAEAIfQ3CCGMMSdht++9krDp9Jn989ZsOl1aVnV0V5SZqUwUCcaAEBJFghACAIwBUUQRpRRRSjmOybzxPCRq2+7kcI+hPXitQAhBCGEAQilCCAAQQpRSjAEDUEQpRXOW7r997/W9Cyv19KSUUgyAABFCKEW/wb8BRCglhCKEMADGQCgihAAgjDFCiBD6G/S/AeWkMshVKTVqFQKQ2zk7uiiIoEWNAAAhlLDp1CrlqQCv/p3b22feer5kjlefnq2/lfz48q3cxsrEysKUEKLVCRyLi0t/IIrsm1mUllVWVdXbN7NgWazVCizLlJVX19Y1tLCzFEUyYtIaayvTA1tmsAwuLvmh+V7Z3M7K2EhfpxMIoYIofikub2pjpq8vLfxcKjPQs7I0QQiJAin4XEopbWFvxbFMg5ZnMK6srqv4Udu8mYWenmR54tE9h2+e3BvdrXNLSmlJ6Q/N96pmTeXmZjJBJAIvioSUaCotzI0kHCuVspQirZbHGDiOZRm8Y/+13vUzjwAAIABJREFU2JWHT+6b6+rsxLJMXb2u4FOpVMI2t7NkGUwIlUjYB0/yxgevX7lgUmjAoKrK2o+fNIYGUjtbOUKg1fEMxpXVdRU/au1tLaRSFiEo1VQ2aPnz17ITN529fHTh9/Lq+gZdP+d2FFEG468l5QxmbJuYYQCtTvhQWGKoLzU3k7EMI5GwHMdcvv4saObW7eumdG5vb2AgtbIw4XlBpxMkEg4AtDqeZbBUypX/qPny5bu1tamFudGTZ+oSTeXQgV1EkbAs/lb6QxCJfVMLwIABvpX+0HyvbG5nZWykRymqqW34+KlUbmZsbWWCECos0uh0QvNmlhIJi/43oJxUBrkqpUatQgByO2dHFwURtKgRxzIfPpZ4+CW0c2x6eMcsQyP92pp6DPjY2az4DScxoAYdv2DW2NHDekXM393QoHub/0Wr4709+9y5/za/4FvU1BHzIz0jF+zVlFWpC0uKisunhwyNnTlmfMh6a0uTtM3TD5+4u2bTaUypqZnRtsTQj58167acM9CXPszO793dsXkzi7OZT0yNDQ9sjezQtln08gPXVa8ooQN+abduqf/qjaefvfpYUVmb9/5rmP/gMSN6T527o/CzxrGFzea1Ic9fFaYevkEEAhi2J04xNTWcEZuKGVz2vbpbpxZfisszdkX9qKr3C98YEeQe7DswN6/IZ4ryzbuiFvaWa5f6t2nVJDJ2T1FxeX29dtigLqsX+crNjBgWP3iS5xWyYdWiSQN/6TAteueHghKRkBDfgXPCRy5anf78dWFFZe2791+DJgzYsDIw8+bzyAV7tDrBzMSwvl534UhsWvrt7z9q5k/3jFy4RyJhn70q5HXCptXBwwZ1mblw35u8ovoGbWVVfdx87xDfQRShzJvP/CM2NbU2/1b6w8TEIG3zdJ2On71k/5a1Ya1aWPtHbPJw7zHApd2U2TvqaxpaONhsXRt67GzW/cfvNq4KiVq8r75e9+7D1/KKmhWxEyKC3Q9k3E7YfAZTamom25IQamCgFz5vV2lJhVxuvGVt6NnMJ3vTb+lJucAJA+YqRokiYRnMsAz6f1HECwIhFP27UE4qg1yVUqNWIQC5nbOji4IIWtRIKmHvPcobHbA2InjoylgfrU7gOOa9+tvowHXO3R3nzxi9WnnqUc77g1sjFTG7RZEsmDVmzabTX79VJC0POHnh4Xv1t+N7586ITc1XFyctDzibmX39zqtjqbOXJx61sjRZOtdrXPB6V2cnf+9+0+bsGNSvY8+urabN3RUV7mFuZrhoVbrXyD5DB3WJXXlYEeLevk2zGbF71i71IyKdv+Lg1sSwc1eyM28+T1jse/dh7uUbzy4cXpCWcev4uYdJy/2HDOj88s0njIEXScjMrf7j+40e3tPDN6Fb55bLor3yPhTPWZp2ePussvLq2PhDGTuifunTrq5Om7z9fPKO80lxk4cN6rpoVfr9J3lpm2c8fVUQE3dwa2KY7zhXAJT1JM87NDl+4UT1x5Ijp+6nJITcuvd6/9E7l9IXrN185uqdlwmLfVUPczNvPD97cP6ShIxSTdXS6PE791/LeVGQeXTh6uTTZeXV65b7jw5IbNXSWhE8dPm6Yx3aNgueNDBi/u60zYpHOe+3pV09s3++U+umGEPmzedeIRv8xrsO6d8pOu7AsIHdhg/pOnX2jvQds9q1sXX3jp8w5hd9fcm6LWe3JIS2btXEobn10rUZt+6+OrFvnnfoBkLIkjnjk7dfYFlma2KoT5jS1dnJ37vftDk7BvXr1K1zi1kL96UkhHTp2FIqYXzClK1b2sRGjTExMmhpb4UxevDk/f3H7wAAIUQp1ZNKRrh1a9HMUiQE/VtQTiqDXJVSo1YhALmds6OLggha1EgiYR9m53v6JwZOGLBuub+OFyV63I1bL32mJG9eEzzJe3Dq/ksLVh7erZy2KvlUnx6tN64OnjglWfO9+vrJpauSTx44evtY6pw5S/ZbyE3SU+ccP3132tydqcrwrXuv2FiZBk0cOCEs2aGFVVMb87z3xe4DO3Vub79w1ZHMo4soou7e8Rvjg90HdnHzih/Ur4Ohod6Gred+cXZCFBV8Kl0a7XXp+tPikh8X02MPHb+7IP7QzdPLL157tiPt6oX02NYOTTJvPE/LuFlV03D3Qe7UgCHjRzmPD14fF+MTOnlY0efiMZPXdWpnr9XxFT9qD++YJTPU41jm0LE70XEHL2csbOPQxHXU0g5Odvu3RaoLvrl6LJkeMix21hgG46wn73zCkhfP8bpx99Wtu6/79mpTWVVXWVm7M3la8rYLJWWVF9NjDx2/uyQhY/v6KYtXHRnUr+OG1VN27b0Yl3Ti4pHYtRvPlJVXJy7zGxuYpAhxj57uOT44SavlF80eFzhj6yj37rnvi6VS7uCW6SzHsiy+fP1Z0Myth7bNdBvQycM3gVIU4NNv9pK0w9tntW9t6+6zatxI5zEjeoVFbS/RVEYEuU0PGRaXdOzWvdfHUudOnJrs0qvtxrVhkfN2Pnr6YUXMBH/FZofmVk1tzPPefx0yoFOo36DZS9Jev/vs59VvbvjIvek3U1Ivt3FoEhfj84uzEwY4cvpexuks+B0ihBoaSGeHj+zRxUEQRPRvQTmpDHJVSo1ahQDkds6OLgoiaFEjlsVfvlZ4Tk4EQBk7o5rbWZaWVb58+yk4ctv8SM+500fHJWbsPnDj4LbIeXEH+vRonRQXEKBIKSuvvnxkYcKm04dP3j26e87cZfu1Wv7Evrl7Dt1M2nruyPaZCSlnrS1NI4LcxgUnBXj39/Pqp9MJTaxMr915uSA+/WJ6LKF0pG/C+rjJg/t3GjFp9eD+nSzNjddvP69cGdSura3Ai3a25lGL0jTl1afTotNP3VuakHH95NLzmTnb9l05vX+elYWJx6Q1jq1spk12C4/eNWZ4Ly/PPuOD18fF+IT4DhRFsmRNxq4D1zCD50eOnhM+kucFiYRNS789b8WBk/uiu3Vs6TFpjVSPO7N/fs7LglF+CasXTZo62Q0DynqS5x2avGye990Hb5++LEiODzIzNQSEWza3DJ+7q6yi+nRadPqpe3Hrju3ZGLF49RGHFtY7N0xblXxyf8adK8cWJWw8U1ZenbjMb2xgUniQW9S0EROmKEVRnBboPn/5wY5Odg4trSf79G/r2JTnRY5jMm88nzhVmRQ32WNIt9GTE1u1sJkwxiU0aluqMsLWxmxs0PpQv0FLoscXfi7dm357866LZ/bHZN56duXm82OpcydOTe7bs40yPihy4d4nzz4kLvWfOFXp793Pz6ufTifIzY1sLE3KKqozTt9fmXRiw8rJvuNcHz19P2/5QZlM78SeucZGBgwGjAH9DUEgIiHo34VyUhnkqpQatQoByO2cHV0URNCiRgAIY3zg6J05S/fr63G2TeQ1tfWb14SkZdy5fueFa2+nu4/e+Y77ZebUESP91vRzbpccHzhxykZNedWNE0tXJZ/cf/T2mQMxsSsP3rr/tqW9lbqwxP3XLlvXhk6YorSxNt2+bsrMBXvvPsp1H9C5rKJ64hiX+gbd7MX7r59cIhLi7hW/aU2I24DOg8avcBvQOdT3V58wpZmprHN7+/KKmiVzx8evP/GtrPJS+oKDx1WxKw+pzq3Izf/qF7HJqbXtsmivnQeuFXzSdG5nl3nzRVjAYB/PPiP91q5Z7BvmP4gQ+ijn/UjfBIbFV48t7tjOXhBEiYS9cuv5hDClhbnRuuUBmrLK2PjD/Xo7qT+Xmhgb7N2ocGhhjTFkPc4b5b92w4rJJsaG4fN29ezS0tLChGWY+AUTpsfsKf1eeSl9wcHjqgXxh6+fWHL83MN1W862adW0sqqOEHIpY2F80klNeZUyPnDExDUzwobNVYwcF7ReFMUZYcODZ241NTY0MzXo2M5+UdQ4e1sLzMDlG898wpIt5SYsg7+WVOzaMK1nF4ehPqvq67XW1qbqj6XzZ3jK5UYXruQQkeQVFJ/YM/fAMVXmjWdnDsSMC1r3i7PTloTQ8Hm7sh6/u3Js8dxlB+4+zHUf0LmsotpntAulNC3jtoGUy35ZEDff5+rtFxjQ/cf5v7p22LQqSCLhKKXoL0U5qQxyVUqNWoUA5HbOji4KImjRHwAQpehBdt79R3kNWr5bxxaDB3SurKo7f+VJ4WdNx/bNhw3soifl7j9+Jzc37ujU7MkztY4XXHq1yfvwrehrWffODpOmbeQ4ZqR7jwYtP2Z4L3tbi3uPcvWkXK+ujt9Kf5y/ml3wqbSpjZnHkO4Mw7x8+8mlV1uE6P3HeZ3b21vKje89emcpN+7c3j7nZcG12y+ra+o7OtkPG9w17/3XBh3fp0frouLyN++KXJ3bAuAT5x+UlFb6jnetqa0/dyXHwkzWsrm1pdzYtonZg+z89m2b2dtaIIQqq+rcvONtrEyP7Z4tkXCUUgBo0OouXM3J+1A8fqRzS3vrG6oXD7Lfy82NPNy6OzS3JoRgDBU/ah/m5Hdoa2fbRH77/uu7D99hQM49Ww/o2/7560Ktju/To3VRcfmbd0X9+jjxvHji3IOqmoY+PR0btELPLg55H4p1vNDJyS7rSb5Dc6tWLa0fP/0AGJ6/Kty8+3JcjLemrGr+ioOJS/0Vwe48L5aUVb5+V0QIeZzzwam1rYdbN45j72S9yXr0rltnB0NDPSsLY309yYnzD+rrtL/269S7e6u3eV/Kyqp793B8lPNebi7r1M7+xZtP3yuqf3XpUFpWef5KdsGn0qY2Zh5u3fWkklMXHpV9r3Lp1calt9Pdh7n3HuY2bWo+yr2HjZUpIRT91SgnlUGuSqlRqxCA3M7Z0UVBBC36GwAg4ViKKKUIY9DpBIyBZRkiEsxgnhcpJRIJRwjleUEqYRGAVstzLIM5tqa6bsj4lbZNzI/ujmIYRhSJIIhSKUcp1ekElsEMyxCRYAaLgkgRYjmW1/EIIU7CCbxACJFIOEIozwsSjkWAKKUYY14nsBwDAFotzzKY4VidlgdALMtQiohIMAbAAAghjIlIRFHkJJzIC4JIOJa5ff+1Z0BiXMyEqGkePC+gRhiA5RhKEfkdlXAsoQQDJoTwgogaYQychBN4gRAi4ThCKSAEgHT/T3vwARVF2iYM+76fquomNAg0SrJRpDHn1NrmnHPOiiLYitkxZx0VRdqIYM5pjGNOo/ao45gjbWoTItDkXF1Vz/M7/uc9Z87Zs9+3++27vLOzXJckCwKPiKIo8RzhBN4hSgSR4wkwQEQgIIkyL3CI6HDIKrWgyIosK2oVDzy/bvPplRtODe7dNC095/6Td3HR4Y3rV5RlhSOEV/FA2TeI4JAUxphK4OEbBESkCqWM8RxhDABBcsi8wBOCDoesUvGMMockqwQeCYqixHOE4zmqUMIRRVYYAM8RyoAgSJLCCxxjQAgqsiIrFP4FmKDWoNVittssgKjVGfRGE5VF+CehlJ25/MDFWd22eQ1EZIzBv4EADIoPx5GXrz7f+v1VpzZ1yvp7KQqDfylEzC8Qb955+fJ1osbFqUnDStWrBDLG4L8HAjD4a2KCWoNWi9luswCiVmfQG01UFuGfRxB4YEySFfjLIIQIPJEVShXK4F+PEBQEHhgAAmPM4ZDhfyMmqDVotZjtNgsganUGvdFEZRH+SRBREDhZpt/AdwiABCll8N8GEeEbxgSBVyhVFAr/BseRb2RZEXhOVhRKGfzHEII8z0mSwhiDP1EJvEKpolD4jxF4jgHIsgL/GQSRAQMGiEgZ43kOESRJgb8DJqg1aLWY7TYLIGp1Br3RRGUR/hkQQRTlZwmfKpQro/Vyo5QRgl++Zly49qRv10alSjlTyuCfjePIjdsvc3IKO7Sp9ezlJ38fT18fT54nsqxQyuA7QjAtI/fYmd/e2lKqVAzo36Oxq4sTYwz+bxAxKzv/7fvkapV1zk4qxhgAIIIkK88TPvv7evqW9qCMwX/Aq7dJPE/0QX6MMfgTRBAEXpYVShn8CSJIknLk9J2GtYPd3V3OX3nUp1vj9IycwiJH5ZAA+DtgglqDVovZbrMAolZn0BtNVBbhT1QCDwiICACSJDMGgsDBd5KkEII8zwEDAOaQZJ7ngIEkK4igUglpaTkr1p8Y3Ktp3VoVEAF47tFj2w+L98ZHh5cr640EAQARJUmmlKkEHhG+cUgKYwy+43mO4wgAKApljPEcAQBKmSQrKoEHBESUZUVRKEcIL3DAcWvWn/z0JW3JzP6rN51u16Jmo/oh6+PP9+lqCA72EwsdiIBIfjQft7750rdbo/XbLowa2HLEgBYOSYbvEEHgeUBARGDgkGQAUAkcfEPI0+cfdh2+PjWiq5+PB0cIIALBrMy8qI2n2zWv0bJJNUD4BhEZZQ5JBgCVigcAJAQAJIfEGAPALbsva1zUIwa0JAQBARGBMVmhRaK0ecfFPl0NwcF+YqFDJfCAgIiU0uzcwtGTYkMHtQrw95q1dP/2mHE37rxMseeMD20vCBxBAghAiCLJiqwIKh4AEFGSZEqZSuABARGBgUOSGWMCzxGOAIAiK7JCBYEjiICoyIqsUPgXYIJag1aL2W6zAKJWZ9AbTVQW4TtEkBX66k2SQ5Jv3bVqvdy6dajPceT1u6+paVmfEtMG92maly+euXTfnpbbrFFlQ72QhNdfnJ1UwUG+Dkl+8vyDzl/7MTEtpIJvKXfXa5ZnzxI+ubu7nLn0YPOqsAA/T8tvCb/df6Pz13ZpX9fN1fn3x29//c1a1l/bsXVtN1cnyhjHkU+JaT9feiBJcue2dd00zl++pie8+eLt6dapTe17T2yW3xK0nm5d2tb19nbPyMg9df6eJCvvPqQg4NI5Ax4/ex/g5/XCmjh98d4+XQz9ujeqUrEspQwAJs7ZqfP3Gh/acdj4jYN6Gwf3biY6JABAAIesvHrzpUiUbv3+KjDAu2uHeg6H/OZ98pek9Ny8wtbNanz4lFq7enmVir/5W8Lde6/1wX5tm9d8/S4pMEDr4uL07kNyVnb+g8c2o6Fy43ohDODO/de/P3xbWuvuUcrV2KCip4crY/Dy1WdB4IICfRJeJ4oO+de71pAKfu1b1rxx++WMJfv6dDH06964WuWydx++tfyWoPV069a+npOTEDY1bkT/Fv5+XvNWHIqNGlNY6MgrEGtWCfyYaD939RFHiLfWvVqlsiEVfG///urO/Tc6f22X9nXVKuHl60SHQ/71rjUkyLdD69pqFf/qbdK5q4/VKq5TmzpB5XxevPp8+fpTZ2dV17Z1/X29FEqhuDFBrUGrxWy3WQBRqzPojSYqi/AdIVhQ6AidFJudXdCmefUrN591aF2rdxfDcNPGAH+vTq1rt2xSbcmanwSBDy5X5szlh3On9n6R8PmVLSk2KizhdeKMRfvmT++zNvbMjPHd09Jz12z+uX3Lmpa71uzsgmM7pz158WHnwevdO9a/eftlhXK+PTs3mL54T4eWtdw0zq2bVffz8QQAe1rOlPm7vL3cS5cuFeivdXZWL1x1uHO7Ol3a1nVxVq2NPdu1fb2nLz8KHDdvep+l0cdsH1JqVS934NitLm3rLJjRL3xq3MDeTYqKHAujjjZrVHlY/+ZNGlaWZUWlEi5cfTj3x0Nl/bWN6oWMHd4WETWuTgBACGZl5w8IM7u6qJs0rPzz5QdjBrdqUEc/cOy6ujWDurar6+vjuWbT6bg1Y+89frcu/lynVrVS0nP6dWtsjj87tG+zcrrSg8LXGRtU9HR3vfX7q23rInLzihZGHenStu7pi/ed1KrYqDFaLzdCYO6PhzzcXU2j2vUauaaUu2u9mhXOXH4we1LPwkLHwqijzRpVHjWolcBzqzac6tq+3tOXHwWBmzmhh2nW9uH9mvv7ec1fcSguOvzIqdtJXzNnTeoxfeE+XYC2oFA8f/VxfPTYnNyCnQevd+9Y/+btl+XL+YQNbT0gzFzK3aVezQpnLj2YP61PzWrlIqZvrVIxQK0S6lQvX7liwNI1x1o3q5b4NSPFnvXj3MHubs6UMihWTFBr0Gox220WQNTqDHqjicoifEcI5heIoyfHdutQf+SQDsdO3dx96PryOQMnzNqxbM7AZk1qnb3w24Zt5/fHTtSW9ly2+nBySuaw/i3mLD+4PSbi3LVHLxI+z5/eJ3za1qnjuh49dSc4yHfK+J7Xbzxese5EXPTYletPIuLAPk1/u/f66o2nc6f0Xhz9k2lk++4dGxCCikJVKv7nC/fjdl8+EDepVClXWVIOnbx98Niv+7ZEemrdZy3c+zExLXxU+wTrp/3Hfl0ys/+q9aeiFg6tVSt4wfKDefmFi2b0C5saN6x/86aGyiMjN82c2LNxw0pioQMRJUlev/X8kdO3XZ2djmyb8vTlp2Nn78YsGa5SCYiQmZU/zLQhMqxT107GLdt//vU364QxHWcs2rc5anSNGvp7962L1xzduCJ02dpjNauVnxjRVS5y5OQVRMzYNnJAiwA/rynz98RHj9UFaAeNNY8e0jq/wHH5xpOt6yeuiz35NTlz2ZyBlDKOwznLD3mUch03st3AseZJYZ07dWg4fd72Uu4uk8Z2Hj5+46yJPRsZqsxauPtjYnr4qPYJ1k97jtzcFhOxPOb40L7N/P285q84FBcdfvjU7eSUrNFDWk+bvzt+bXhWTsGspfs2R4UtXXMMCQzs0/S3e6+vXH+6YeWoaQv2ThjdsVOHhtPnbdd6upUr633qwv3dGyeo1YIkyxu2nv/l1xdTwrsk27PWxZ/buDK0QR29wyFDsWKCWoNWi9luswCiVmfQG01UFuE7QjC/QAyfET9yQKtO7ev/cuNx9OYzy2YPnL/q8JpFQyuFlN1z6PqFq4+3r4twdnHase/q9Vsv1q8IjZy1o1njKncfvunUunab5jVGRm6eNLbz7sM32reoOWRgiydPbPNWHI5ZOnzOj4eAseqVA0WHVF5XekAv483bCVv3XfXy0CyY3lcXoOU4svfIzQvXHm83RwiCwKuFfYeu/2J5vilqNCFkwqwdScnpDeuGOByyn49HjSq65TEn46LDypf3XRd75tOXtAXT+4ZPix/ar1nj+hVHTdz8Q2SPpoZKoigLPHfpxtO1m8+Yl4/YuvdaWkauzl+LBBdO7wuMIcGMzLyx0+JnT+rVyFDl2KlfD524FTm6U3Ts2U0rRpUt633v0bsl0T/FLBk+b+XhXp0bDuhpBGC5uUVjpm4Z0b+Fv5/X/JWHYqPGaj1dR03cPKh3U28vt6kLdjdrVOXd+5TQIa06t62ryArHk7k/HvJwdw0f0XbEhE0/TOjRtEm1eUv3CwI3cUynEZGbZkb2bNKw4thpW5OS0xvWDXE45NLe7n27GqYv2jusX3N/P6/5Kw7FRYcfOXU7KTlz2rhuY6dt8fJwkxUaUsFn8tguoZO3EITqlQNFhxRUzqddi+qT5u6aburetEm1eUv3uzir3DROCW+S1i0fxREkHJn748Hbv79uaawqyUopd+dBvZr4+ngqCoVixQS1Bq0Ws91mAUStzqA3mqgswneEYH6BGDoptkHt4JmTe2+IO3Pv8bs5k3tNX7QvevGwKpV0l395vGzt8Z3rxwUF+kycu8PT3XXJnEE791/bvPNigK9X7OoxvMCHToz9IbLHibN3nZ1Uy+cN2rn/l50Hftm3JTJmy1lXV6dlcwYxhebmFcqKolIJwKB/WMzgPk2H9GkKAFeuP/1x/Ynd68d7emiSUjLvPnhzzfJ8c9QYZ2fVktU/JduzN60MJRwpKBCTU7NGT94yf3qfJg0qhU2N8/LULPmhf9jUuKH9mjc1VBocsX5mZM+WTaqKoqRS8UdO3ondefHI9qluGuf+YTEXrz3es3HCwD5NxCKJEMzKzh8QZh7Uu+mY4W3nLz+YnVMwfEDzxat/2rxqdKCu9L1H7xatPhq7akzUplOepTRLZw98+/4rMDZ3xaHh/VoE+HvN+fFg3OqxWk/NqImbhvRtlpmV//PF+w3qhFQO8W/XoqYg8JRSnidzlh/0cHeNGNlu2PiNMyf0aNa0+twl+wSBmxLeZWD4ulmRPVs0r7l4xcFke/amlaGEI3l5hbJCx06LG9G/ZYC/19wfD25dG3H45K3k1OzBvZvMW3G4QZ1gn9LuPTo2LFPafdKcXaVKuSybM4gpNC+/qKBQHDN5yw+RPZo1rT53yT5nJ1W1yrqt+67s2RgJyLKzCy7+8uTX3xK2rRvn4uqck50nCDxBhOLGBLUGrRaz3WYBRK3OoDeaqCzCd4RgQYE4esqW5NQsPx/PlNSs2ZN7VdYHzFq6f+msAcFBvrl5hUuijz15/sHD3YUQsnTWgEoh/u8+pPQesbpbx/pLZw5Iz8qdPGfX5IguDoc8e9mBMqVLMcYQccOPoV++pi+IOurtqQFEY4OK9WsHx2w5w3EkN09cMqt/1YplKWV5eYXzVhx69e6ru8a5Q+taXp6aG7deRi0cqlYLb2xfZy7Z7+KsdlLzIcF+U8K7bNpx8cS5e+XKeqdl5DY1VJ4c3mXK/F39ujVu27z6pHm7nyd8HD+qY98ejRWFpmfkTF+4156RW1rrJkmKr4/HqzdJsyb1bNaoCqU0Kyd/UNg6hVJvrbs9LWfV/CEururla4+vWTS0rL/20fOPUetPxiwb8fZ98rwVh721boLATxvXJX7P1b7dG/n7eC5bezx6yXAvD9cJs3b07dYIABZGHalXq0JOToFPGY95U/u4aZwIIcvWHivl5jJyUEvTD9six3Rs3KjqstVHVQI3dVzXSXN3PU/4GDmmc92aQVPm73ZxVjup+UrB/uEj201ftG9Az8b+Pp7L1x6PWTby5Pl7yfbMUQNajp2+VeupcXVR5+UXzYzsqSjK/FVHvD01gNioXkjf7o2mzNs9YXSHxo2qLlt9VC1wY4a1GT9ze2Z2vpNa6N/D2KxR5VlL9xeJUik3Fz8fjykRXd3dXCilUKyYoNag1WK22yznVD0CAAAgAElEQVSAqNUZ9EYTlUX4jhDMLxDDp8f36tSwQnkfraemnK60LCuiQ1areEQkiLJCX75OLCgQq1fRuWmcFYUCQFGRJAgczxNKweGQBIEXBC7xS3picmblEH8nlcDzhOe5jMy8hNeJzs6qkCA/JyfV+0+pKfasKiFltV5ulFIAIIiiJD9L+KQW+EohAQggK1St4gGA40h2bkHCq0SOkApBPp6lNIyxl68SAUBfwRcRBZ4THRLPcTzP5eUXvXyVGFjW27eMB2OM47CoSEp4/aVQlKpWDPAs5frGluzqqvYp7YEIGZl5YVPjw0e09da6+ZXxDPD1dEiKJMkqFY+IlDJJklUqnue4rymZ7z6mBJf38fEuVeSQeI5DREmSVSoeER2SzPPc3OUHvbXuc6b1uX//9aR5u+Kjx1bSBygKdUgyIgo8J4qSIHCEEEmSAVCl4vPyi16+Sgws613WzyszJz/hVSJHSIUgXw93F9Eh8RyHiJIkq1S8olBe4M5dfrj/p1+3myM4joycuLlV0+rjR3dMTc1KeJ3o7KzSB/m5uKgdoiQIHCFEkmQAcHJS5eUXvbB+LuXmEhzkKwhcQaH4wpooK0pIkK+nhysAQnFjglqDVovZbrMAolZn0BtNVBbhO0Iwv0CcMHv74F5NO7evKzsUhVIAQETGGHyHiITgN4pCGWPwHUFkAIwxAEBExhgAkD8gVSgDYIwBACFICGGMUcq+4TiCiPQPDP4BETlCGDBKKfwBGWPwHUEkHAHGFMq+QQRCCABQygCAMYaIwBgDQESOI/QPDL5DRI4gIFJKGWOEEEYZZYwQzMzKM/2wfeq4rsZGVSRRopQCACIyxuA7RGSMAQD5A9I/MEQExhgAIjLGAIAgEkIOnby158jN8rrSaRk5NasETjN1U6kExhgiAgBjDBEZYwCAiADAGENEjiP0D4wgEo4AYwpl3yAiMMYAEJExhog8T54nfF68+qiLixr/ALMn9dIH+TFGCSGMMUrZN4jIGAMARAQAxhgichxhjFFKGQNE5AgCIlUoZQz+BZig1qDVYrbbLICo1Rn0RhOVRfiTVHuWRuPs6qJmDP43YIwlp2Z5eWicnFSMMfivQcRUe/bX1EwvT7eyfl6IyBiDfyqCmFcgfviUyvFckK60k5OKUgr/8zBBrUGrxWy3WQBRqzPojSYqi/AnhCBjwBiD/zUIIYxRxuCfghD8hjFgjDIG/x0QkRAEAErZN/A/EhPUGrRazHabBRC1OoPeaKKyCCVKFDcmqDVotZjtNgsganUGvdFEZRFKlChuTFBr0Gox220WQNTqDHqjicoilChR3Jig1qDVYrbbLICo1Rn0RhOVRShRorgxQa1Bq8Vst1kAUasz6I0mKotQokRxY4Jag1aL2W6zAKJWZ9AbTVQWoUSJ4sYEtQatFrPdZgFErc6gN5qoLEKJEsWNCWoNWi1mu80CiFqdQW80UVmEEiWKGxPUGrRazHabBRC1OoPeaKKyCCVKFDcmqDVotZjtNgsganUGvdFEZRFKlChuTFBr0Gox220WQNTqDHqjicoilChR3Jig1qDVYrbbLICo1Rn0RhOVRShRorgxQa1Bq8Vst1kAUasz6I0mKotQokRxY4Jag1aL2W6zAKJWZ9AbTVQWoUSJ4sYEtQatFrPdZgFErc6gN5qoLMKfICIAYwy+QQQAZIzBv8HzHGNMUSj8A89zjDFFoYQQ9h38BXAcQURZVuAfBJ4jBCVJoYzBPxsiAmMM/l2IwBFOoQpj8P/jOaJQ9g38+wSeIwQlSaGMwd8EE9QatFrMdpsFELU6g95oorIIf8IYAwBEBADGGAAgIvwbj59/UKn4apXKMgbfMMYePH3vrnEKLu+bkZnn7u6iVvHwr4aI1rdfcvOK6tUMQkT47sbtl9a3ST061vf39aSUwT8PY+BwSDzP8TynEjhJVihl8CeIWFjoePX2SyW9v7OzGoBJMn1p/Vw+sLRHKVdKGfw7btx+aX2b1KNjfX9fT0oZ/B0wQa1Bq8Vst1kAUasz6I0mKovwHUEsLHJEbTyt0ThNHtsZEc3xZ3NyCmdM6O7qogYAgsgYMGBFotRz+Gqf0h471o3jOMIRzM8X2w9Y1qCOvn/3RgPHrls4o2/Y0LYOSQYAQpAxoJQCAEFEgowBAKOUwT8Qgt+wPwAAA0AEQIKKQhGBIEEEyhilDAAQEQAYY4gIAIwxRAQAgggIlFLGABE4jgOACbO2P37+8fLReSoVz3F4/7FtxuJ9XdrV7d2lYVBgGWAACJSybwAA/wCIqCgU/oEQggiUsm8IwW+AgUIpACAiABBEQABgObmFS9ce79ymTvPGVe7cf10lJEDr5aYolBAkiJQxjpA375NnLNwbtXCIvoIfYywjMy98+tYZ47s1aVxFEiVKGQAgIiEIAJQyjsP7j20zFu/r0q5u7y4NgwLLAANAoJR9AwD4B0BERaGIQAgBAErZN/CXxgS1Bq0Ws91mAUStzqA3mqgswnccIVk5+T2GR3l5uB3bOZUg9h29NtmefXrPD6W93dMzcj8lpnl5agL8vBwOufOgFT5lPPZtjlQU+inRznFkcMT6ujWCFv7Q78atF7VrBAUFlnE4ZET49CXNo5RraW0pRMjJLfzw2V7G293VWa1SCzxHAIDjSGpadkpqVoCfVhA4tUpQKFVkmpKWrfPXCjz3JTkjIyuvXFnvUu6uikKLRInjiMBzkqRQRlUC75AUgSfJqVmyQgP9vZEgYyzxawZB/NF8/PHzj7+cWKhS8QCw7+jN81cfb44a7emhoZR9TLRnZxfog3w1rk6y8g3LzS9Iy8irEFiG4wgiIJLEpLSMrPygwDKuLurM7PxPiWleHq6BZb0ZgCwpiJj4NV2WaHCQj6LQZwmfAvy8JEkOnbxlakSXNs1rEMRUe3ZSapbOXxvg4/nK9nXKvF3Ri4eHBPsxxjIy88ZOjYsM6xzg6+nm5uxb2oMBk2X69kMyMtBX8OU5bs+RG+evPt4cNdrTQ0Mp+5hoz84u0Af5alydZOUblptfkJaRG1zelyPE9iGlSHSEVPBXqThKGfx1MUGtQavFbLdZAFGrM+iNJiqL8B1HSFZOft/QtU5Oqtio0Yg4ftb23LzCE7tm3Ln3atayg7Ik5Rc6TKM6jBvVvteINX4+HhtWhM5ZfnD/sV/L+nmlpeUM6dc0dEibyFnbZ4zv7umpmbFor7uby71Hb8t4l9ofO9HNzXncjPiCAjHFnqNS8dtiwo0NKlHGrtx4OnfFYZXAf0pMq1rRf2pEt6hNpxgDe3r27g0Tzl55tPPANZXAq52EmKUjqlcJHG7a0MJYdc7k3rOXHbC++bJh5ehJc3YWFjlevUvKyMxbOmtA+Mj26+LOrlh3wk3jjAgBftqLh+e6uqhfv/s6ee7OF68Te3cxzJzYY99PlgtXH7s4CUBI1IIhLs7qWUsPOCTZ28tt8Yx+Wq0bABw8fmvnwV/cXZ2qVS03qJdxw7YLhYWOxK/pIwa0GDGwVfSm03fuveYF7tOXtJ6dGowb1WHBqsNd2tZ58uJj9OYzlUMCIsM6+pXxXL/tPEFMTs1aMrO/r4/nxNk71iwaFhLsxxjLys4fErFBEDiVSkhLz14+Z1D92sHL1x579zFFVmi1Srp+3RrNWLzvxavPvbsYZk7sse8ny4Wrj12cBCAkasEQF2f1rKUHHJJcRus+d0qvgydv373/hueJj7fHvGl9PEq5UkrhL4oJag1aLWa7zQKIWp1BbzRRWYTvOEKycvIHha+79+BthSAfAHj/IaVeXX3sqjFDTRvKeLuvWjA0bs/l42fuHoqfvGj1Ub8yngN6GYeZNo4PbV+hnM/0BbuH9m8xsFeT3qPWrJo/pKy/V+dBK4f3b964QcjMxQemmbpqXJ227bt2ZNuUhVFHU+1ZB+MneXpoFIWGTY3Pzy+MXjqi57Co9q1qde9Yv9eI1XWqBy2c0Tc1LXvstPgZ47u3b1lrzJQ4X59SMUtH9BkV3bZZjeglw8dOjXuW8Plg/KQ+odGU0vlT+8RsOSvw3PoVoX1Do2vXKD+4V9M5Px4s5eZy6eg8tYonhBw49uv5a4/i1ox9bv08e/mB9T+Oqqz3j5y9s7TWfdSglgPHmieM7jikbzNFoRxHvnzNGDN1y5Twrm2bVf+QmObh7uKQ5DLepeL2XL736O32mHHzVhx6/yk1bm34g8fvlkYf2xw1Zmn0sSF9mzWoEzx6UuzkiC6tmlRLz8gDYG4a55lL9vv7efbv3njS3F2rFw4NCfZjjGVl5/cfE9OjU8NxoR2WrTmanpHbtX292J2XNq4aXVDoMM3ctnLeYNuHlJ8vPYhbM/a59fPs5QfW/ziqst4/cvbO0lr3UYNaDhxrnjC64/BBLe/cfbVo9dGYpSM8S7mOnrIlbGibXl0aOhwy/EUxQa1Bq8Vst1kAUasz6I0mKovwHUdIVk5+/zExGZl5Y4a1IYDb9l/19NAsmdm/b+jamZE9Jo/vffbCneHjN8auDtu276pPaY/G9UMWRR25enxB1YpljV3mN6gTPLRvs76ha1fMG+zn4zk4Yt2+zZH1alVo3Wtxtw7169euMHX+npEDW548f69rh7oLp/dTFEoIzl95+NzlR327Ndxz5OaaxcPL+nt1Gxq1bNaA0OGdNsafWrL66NXjC2vUqBD5Q/wvvz7fuzkydFJs22Y1Vi8eNm56/JMXn/Ztiew/JqZJg0rrVo2JnBH/+6N3S2cNGGbauHbp8CEDWo+buvnBk/fXji9QqXiB546cunPu6qMd6yIOHr999vKDnevGObk47dh39eadhJmRPWYs3rd28fDgCr6yrKgE/vdHb+evPLQtZlyAnxchmJGZt3Xv1bcfkj98snt7ue3ZNH5R1FGPUpofJvf+8D4pfHr87Em9tu69Oqh3E2ODSqMmbvohskeTRlXfvv2yde+19Kzcpy8+9uhYf0CvJpPn7lq9cGhIsB9jLCMzb+y0+NmTejYyVDt20nLk9J26NYIOHP+1QW29rNCMjNzFM/vbPqacvvhgx7qIg8dvn738YOe6cU4uTjv2Xb15J2FmZI8Zi/etXTK8YsWyh36yLF17rGFdPQKkpeeOG9WuQ+vakqTAXxQT1Bq0Wsx2mwUQtTqD3miisgjfcYRk5eT3DY328nQ7un0KQdI/bK09LXfN4qG9R0YP7NUkatGwuF2X5q88vD82cvWmn31Ke7RuWm3yvN0H4yZWDglo12dJ5/b1hvRp2jd07Yp5g/18PAdHrNu1YXydGuU7DljerX39oMDS0bFn6tcKrlFFN7x/C63WjVKmKHTagj13H76pU71800ZVBvdt9ujpu94jo5fMGjB6eLsdey5Pmb/72M5pLYzVBoyJSU3P3m4eNyAspmEd/Y9zBw83bcjKLdwXG9l/zFpj/YrmZSMj5+y8//hd1MKhA8bETBzbyTSqw+DwdemZ+VePzVepeIHnDp+8fe7qox3mcacv3d+299rhrZPcPEqtXHvka0qmKbTjtAV7Vi8cGhLspyhU4Lnn1s8T5+7cEjWmcpVAR6Fj75GbP1+8v+7HUZdvPP3l1osd68YtWnWEELJ8wYjnz99Gzt65ZtHQ6Ngzg/s0bVy/4vAJGxdM62toWHnqnJ2UKrMm9167+Wc3jdOgXk0mz9u9euHQkGA/xlhmVt6ICZumRHRt39YQu/303QdvGterePH6k3XLRrm4qChlXh6uR0//du7qox3mcacv3d+299rhrZPcPEqtXHvka0qmKbTjtAV7Vi8aWqWy7uSZ3zftuLBl9RiPUhpGmYuLmuMI/HUxQa1Bq8Vst1kAUasz6I0mKovwHUdIVk5+96GrPD3cftoxBRH7j4lJTcs5uXv6cvOJQydutW5S7beHb1s1rbZy/pC+oWsD/LzmT+0zKNycmppdurT7p0/2YQNbDO3bvNvQVdGLh/n7evUJjT4YN6luzaBWvRb37tywfGCZaQv3lNeVcXVRtWtec8q4ru5uzpKsTJy988jp28HlfNzcnEcNbKkP8u05Ys2KeYPDRrR79Spx2ISNeXmFlYL979x/vWz2wEF9moZN2XLszN1Kev+0jNygwDJ7N0/oOXx1U0PlTStHR8zYeuf+6/OH5oyfuf3y9SfBQT5JyVn68j5Xjs1XqQSB5w4c//XnSw92bzCl2HPGz9weXN6nQrkypy/enzO5V7mypSNmbF23bFRFvZ+iUEQsEh3TFu4tLBQb1g3Jys73LeNx/MzdUYNb/XzxvuiQ98dOXBx15MT5+6MGtXz64qPG1WnZnIFjp8WP6N+8XataQyLW+/l4hA5qfe7qI+ubxO4d68ftvtLCWHVwn6bjf9huXjayot6PMZaVk99r+JpS7i4dW9f+6ee7Y4e1MTasaPphu7FBxYp6/8ysvIG9mpy/8vjUxXu7N5hS7DnjZ24PLu9ToVyZ0xfvz5ncq1zZ0hEztq5bNqpKpYDEpIzJ83ZVrOBbt2YFe0Zu57a1y/ppFYXCXxQT1Bq0Wsx2mwUQtTqD3miisgjfIaIkK78/eCOo+Aa1gwHg/uN3okNuXL9iXn7huSuPrG++hFTw7dy2npen663fXzmpVfVqVXj4xHb5xtMK5cuU9fPWaNQ6f++7D99Ur6xzUqt+f/S2fu3gUm4ud+698vZ233P4xv3HtoUz+l249mjL7ssXDs1t0qhyamrWyMjNXp6u4SPaRW8+8/JV4qk9M95/tlcO8Q8MKA3AXr/7eu7Ko5ycgiaGSs0aVVWreduH5JPn73uUcq1ZtVyR6KhTI+j3h2+1XpoaVQKfvvyUnpnb0ljtw6fUE+fvubk61axaTpLlRvUqEoKEYGJSRkpqVu0a5XmOe/sh+eT5e/n5Re1a1GzcoGJ+vvj05ccaVQJdXZ0YYwDAEZKUkvnTz79l5xZ2blO7ckjA6Qv3EpMy6tYI0mrdalcvt3DV0aycgpAgXwbQr3uj0lr3B09sugCtv4/n/Se2M5cetG1es0qlgMMnbisKrVmtnJ+Ph18Zz6cvP9aoEujq6gTAHJLyPOFzekbubw9eV68c2LV9XSe18Czh84VrjwqLpGqVy3ZuWzctPTc5JbN2jfI8x739kHzy/L38/KJ2LWo2blAxP198+vJjjSqBrq5OBNH2MeX0xQfZOQUVg/06taldyt2FUgZ/UUxQa9BqMdttFkDU6gx6o4nKIvyJWi0AY6JDBgC1igdEUZQ4jvA8RxVKOCLLiqJQtVpgjDkcskrgAQARAJFRJiuKoBJkSWYMBBUvO2TKqMpJJYny+JnbrlmeD+3b7LeHbwoLHXs3TdAFeCclZww1bSgscnRpV+/kud9rVi23ceVoVzdnxSHJCgUAQeAIImWMIHFIMmOM5zlCEAAQEBAcDlml4hllDklWCTwSFEWJ5zlCEAAQEQBEUYLvOI5wHHE4ZAAQeA4JAgNAcDhkRFQJvEOSGWPwDxxHOI4AAwagKArPc4wywhFGGWX0h8X7vDzc5s7ox2RZUaiiUJWKVxSqKFTgOUCklAIDjiMMgBBUFKooVCXwDklmjAEAIqgEHgApowTRISmMMUHgEJAxRjjicMiEIMcRh0MGAIHnkCAwAASHQ0ZElcA7JJkxBgA8zxGClDKOI5IkU8rgr4sJag1aLWa7zQKIWp1BbzRRWYT/foRgqj37+q2XHz6n+pTxaNmkWrmypSmliGD7kHLjToI9PTekgm9LYzUvT1dKGfzlEYJ37r9RCXz92hUUhUKJ/xwmqDVotZjtNgsganUGvdFEZRGKBccRXuCBUiCoyFSWFfhOEDjCEaAABGRJURQK/0PwHGEAikKhxH8aE9QatFrMdpsFELU6g95oorII/1SEIM9zkqQwxuA/ABEFgZNl+g385yEiADDG4P8VRwjHE4dDhhLFhwlqDVotZrvNAohanUFvNFFZhP8wlcArlCoKhX+D5zhEkBWalZ3/9n1ytco6ZycVYwz+jxBBFOVnCZ8qlCuj9XKjlMGfcIRwPHE4ZPh3cBy5eedldk5hl3Z1GIP/B4RgSmp2YlJ6zWrlOI7AfwFHCMcTh0OG/xpEFAROkhTGGPxtMUGtQavFbLdZAFGrM+iNJiqL8CcqgQcEBJBkBRF5ngMGAEySFUWhW3Zfbt20es3q5SWHJAg8YwwRJUnmOe7c1UdZ2flDBrR89sy28+D1qeO6lvXzYgAICAiKTGVFIQQFngdgwBFQmOiQCGJGVn7UxlODezWpVzeYUYaAgKDICiHkWcKnqzefRYZ1AgBKmUrFA2OAKEkKpRQABJ5bvfnnpK8ZaxYNQwI8zwNjgChJMqVMEHhCEBhQRiVJIYTwPEEAQKSUSpICAALPWe5az195NGtiT3d3F0RAQECQZYUxJvC8Q5IZYzzPIYIiU0HgGTAEdEgyY0wl8IjwB8SnLz5evfksMqwTAHIEAQERGWWUMY4jwECSZUoZISgIPGMMABwOmRDC8wQBAJH+gaVn5u448EvYkDZarZuiUJ7jAJhCmSwr8PfBBLUGrRaz3WYBRK3OoDeaqCzCd4ggK/TVm6TcvMKHT229uxh4gfv54n17Wm6zRpUbNaj0+4M3k+bubGGsNrh3k6ByZa7ffpHw+ku5sqW7dahfUFD0w5J9qWm5k8d2ql4l8NOXtNrVyqekZefkFj5P+JSemdezUwNdgHduXsHFa0++JGf4+Xj6+3g2rKsXeE6U5IdPbZWC/fMLxKycgucJn9Iz83p1bujtpYnacPr0pfvTx3Vr27Kmu8b5ys2nj599CA7y7dSmjpvGiVIm8FxM3Nmk5MyoBUPyCsTzVx+9fptUvWpg22Y1nNTCk5cfb95JUBTavmXN6lUCU9OyvyZnffma/vL1l3YtataoGsgYIwRTUrM/fLbXr1Xh/efUgkLx0dP3Dknp1bkhIfjG9rVOjSCVird9TC0qcgSV87ly46n1bVKtauVaN63O8+Te43e//mbVBWhbGKvG7b586sL96aZuzRtXTc/Mzc8X79x/XbtGuZAg/9MX7nlr3Tu3raNxdcrNLTx75eHnL+mN61c0Giqlp+cmJWd++Zr+8vWX9i1rVq8SeOjErRXrTo4Z2qpr+/oe7i5nLj/Mys5v16JmlYoBlDL4m2CCWoNWi9luswCiVmfQG01UFuE7QrCg0BE6KTYrK79L+7qtmlRbv/U8z3PB5cqcufxw9uRehODMxftqVis/rF9Tb637+SuPyweWOXr6dvuWtTq1qTNl/q70zLwRA1oEl/c1x5/bsjrs+Nm72/Ze7dGpwet3X91c1THLR+088Mvdh28a1tXH7rw8enAr0+gOAkcysvLCpsTNntzr0bMPcbsv9+jU4PW7r+4ap0Uz+q9cf/Lqr88G9246tF/z0+fvnbv6qEOrWhevP6lTI2je1D4cITxHYuLOfk3JWj5n4Ip1J54lfGpmqPzzpYdd29cdM6T17sM3BJ7/mpr5+PmHrWsjnrx4P3XB3tZNqwNjCW++xK0N1/l7EULOX3m04+D13RtMP5pPXLE869qu3r1Hb6tXCRzSp+mEWdujFw+vXaP8pLm7Av29XVzVj5+9b9Ws+vEzdwf3blqrWrnJ83Z1aFXL3c2lQZ3gLbsvX735bGjfZp3b1p2+aE8pN5eqlXQXrj0OCfKtFBJw+frTMUNbD+7T9MeY42mZuQ1qB584e29SeGdZlqfO39OqaXVgzPo2KXZ12JlLDzZuv9Clfd1BvZqcvfQwJS3HUE9frqx3k4aVGWPwN8EEtQatFrPdZgFErc6gN5qoLMJ3hGBBgThy4uYOrWpHjO567uJv67ee2x87UVvac9nqw4lf0lcvGhY+PX5ov+ad29UVixypadlfkjL2H/tVVpTY1WHmuLNJXzOjlgx78PDtwqgj8Wsjjpy6/fzl560x4Q+fvZ+z7MCWNWOjY880qqcfOrDlwNCYkQObt29VS1FoRmZe2JQtc6b0vvfo3ZPnH7fGhD989n720gO7N41/Yf0cv/fK7o0T8nILh47fMCW8a8f2hjt3n81eemBbTHiFcj4AEBN31p6WM2pQS9PM7WsWDatTp/LJny2xuy4d3T4NAGwfUhLeJMbuuhQbFfY1JXPN5p/3x05ExEHh5tmTerUwVgWA81cebT9wfc9G09LoYwzYqsWjzl24u2XPld3rTbOWHqgY7DeglzFievzEsM4xcedaNK5iNFQ+cPSmrNBJYztFztk5IbRD9w4NVC6qC5ce7Dj4y54NE/IKioaO2zA5vHPHtnWHRayvVb3c9Il9flxzODu3YPSQNmMmbxnSp2mlEP/YnZcr6v2aGiqZt5zbFxuJiIPCzQun9y3r722auW3d0pFB5X2mzt8tOqT5U/v4+nhIkgJ/H0xQa9BqMdttFkDU6gx6o4nKInxHCOYXiOHT44f1a961U4M9B365cPXx9nURzi5OO/ZdvX7rRcyykeNnbh/St1m3TvUtt19u2Ho+qLzP67dJ/r6eG1aExmw5+zUla/WioQ+e2BavPhoXHX7k1O3EpIzVC4c8eflxzrKDsavD9h/79fqvz6tW0qXYs1bOHxLg68WAZWTmjZ0aN3tyr3uP3n1MTFu9cMiTlx9nLzu4LSb8ecLnbfuv7lw/PtWeHT4tfvWiYbVrVXj79kv49K0xS0dUrxIIjMXEnU3LyO3VucG8FYe3myN0ujJ37iYsWfPTtpiIjTsuJqdkeXtpbt97vTUmPOlrZtyeKzvWmyRJGhm5eXJ4l9ZNqzGA81ce7Th4ffcG0/KY424al9nT+l6+8mDjjosHtkw8d+XhiXP32rWsZfktYeaE7qMmba5dvbyPt4dDkuvXDu7avu6Fa4+37bvm5aFZNmfgs5efth+4unPd+IIicczkLTMjexrrh0TM2NqwXsjoYW3WbDiZlpHXr1vj8OnxLYxVNS5OsqK0b1mrsEjcvv+XHetNkiSNjNw8Y3z3sv7a8bO2xywZXjHY/2OifdP2iw+fvmO6BuUAAAhqSURBVA8f0bZ3l4YKZfA3wQS1Bq0Ws91mAUStzqA3mqgswneEYH6BOHZa3JA+zXt0bXj56qNla4/vXD8uKNBn4twdXh5uM8Z3HzVx8+DeTXr1aDx3yf78AtG8YtSyNT8lJqVvjhoTs+Xs+4+pG6NG33/0buGqI1tjIg6fvPX5S/qaRcOevPw4e/mB9ctGmuPOcRwXFFimhbFKnZpBkqQQghmZeWOmbJk7pffvD99++Gxfs2jYk5cfZy07sMMc8cKauGHb+YNxk0SHPHTc+kF9mg4f1PanEzd3H7oeHxNRWutOENduOZOaljNuZLvQSVtmT+rZvm29jfFnfn/wdsLoDjMW79u5weRwyON+2Lrhx9CvyVmxuy/t2jBeluThkZumhHdt06waAzh3+dH2g7/s3Th+2dpjGlfnuTP6X7r8YMOOC/s2R+blFYZNjcvIyjOFdujVqeHgiPWDezcZ1L+VVFRYVCRJsqISeAAYEBYzcmBLL0+NOf7swS2TC4vE0EmxMyN7GhtUDJ8W37CePmxEu6h1J+zpueNDO4RNjZs1qVeblrWK8osIgSs3nm3bf23XhvGyJA+P3PTDhO6BAaXHTo0zLxsZEuybkZXv4+sVt/38petP92yeIPA8Ywz+Dpig1qDVYrbbLICo1Rn0RhOVRfiOECwodEyZv7tf90YdW9fOzilYEn3syfMPHu4uhJClswdUDPZbvPqni788CRvaxlvrtmHr+Up6/xR7VnB535Xzh1y6/mTeisMtjFU7tKq1+/CNNYuGnTx/L/Fr+pIf+r94lbh07bHVC4bG7rp8//HbShUDvn7N7N6x/pA+TQExMytvyrxdUyK6Pnr24eMX+5If+r94lbg0+qeYZSMLC8Wx0+J9S3vMn97n2ctPG7df8Pf1SkvPGRfavkfHBlShPM/F7rqUnJq9YHqf+D1XD5245e/nmZWVP3Niz5pVy02Zt0tWFDc3ly9f06MXD09Ozdp18Pr6FaGKrIyfuX3cqPbNGlVmAJdvPD1w7NamlaHRW85oXJymTujxy40n2/Zd27RqtJur0/yVh89cenhiz4wK5XyOnLwdv/dKhXJlioqkQb2bBPh5rdpwiudJbp64Yu4gnufGTovz8/EcH9o+bs+VcSPbN6yjn7pgd73awcMGtNgQfzYlNWfhjH47Dl47fPKOvryP6JDGjWhfIDr2HLqxfkWoIivjZ24fP7pDrerlI6bFp6bljB/d4dGz97aPqekZuR3b1I4Y0Y5SBn8TTFBr0Gox220WQNTqDHqjicoi/InokHjuG0IQZYW+fJ1YUCBWr6Jz0zhTSouKpOfWz2W83cuVLW37mJKVWxAS5KdScQLPA8Ab29eiIqlyiD9lTCXwikIpYyqBp5TJipKVlR8xY+vMiT2bN6m2bsuZW7+/2rnOpFJxisIcDkkQePoNYyqBp5Q5JFmt4jmOJCZlJCVnVKusc3N1/pho//DJXqF8mbL+WkWh8J0kK4wxtUoAANvHlKSUzMrB/mVKl2IMcnILrG++BPh5eXu5cTzHGJMlRa0WAEAUJUHgCCEAoChUVhS1SnBIMiIKPKdQKkuKWi0ggixTSVac1AIAEEK+fE23fUzx9nQLKu/Dc9z7T6kp9qwqIWW1Xm4ALDEpIyk5o2qlsjzH8Tz5xuGQCYc8z0mSwhhTqwREeP8p9fOXdH9fz8AAb0JQkhS1WgAAUZQEgeN5LjMr3/r2S0gFP54jCa+/eHpoKgb7IQCDvw0mqDVotZjtNgsganUGvdFEZRH+BBGBMQZ/QERC8BtFoYwxAEBEjiP0D4zjCABQygCAMQYAHEcAgFIKgIwxRAQAxhgAcIQUFjkWRR159zHFx9sj2Z4VOrhVl7Z1FMoAABEZY4gAgIwxAEBExhgAkD+goiiMAUcIEqSUUUrhHxARABhjCEA4goj0DwwACCLhCKWUMWCMAQAiMsYAABEZY/AdAgAiYwwRAYAxBgCIyBgDAPwGgDIG35E/IGOMUsoYcBxBRPoHBgDkD6goFAAYYwCAiACMMUBEAGCMAQBHCBJklCmUAgAiMsYAABEZYwBACBJCFIUCAMcRxhillDH4G2GCWoNWi9luswCiVmfQG01UFqFYIKKsKJ8T03Pzi8r6e3l7uSkKhRL/SzFBrUGrxWy3WQBRqzPojSYqi1BcEJEgAgJjjFIGJf73YoJag1aL2W6zAKJWZ9AbTVQWoUSJ4sYEtQatFrPdZgFErc6gN5qoLEKJEsWNCWoNWi1mu80CiFqdQW80UVmEEiWKGxPUGrRazHabBRC1OoPeaKKyCCVKFDcmqDVotZjtNgsganUGvdFEZRFKlChuTFBr0Gox220WQNTqDHqjicoilChR3Jig1qDVYrbbLICo1Rn0RhOVRShRorgxQa1Bq8Vst1kAUasz6I0mKotQokRxY4Jag1aL2W6zAKJWZ9AbTVQWoUSJ4sYEtQatFrPdZgFErc6gN5qoLEKJEsWNCWoNWi1mu80CiFqdQW80UVmEEiWKGxPUGrRazHabBRC1OoPeaKKyCCVKFDcmqDVotZjtNgsganUGvdFEZRFKlChuTFBr0Gox220WQNTqDHqjicoilChR3Jig1qDVYrbbLICo1Rn0RhOVRShRorgxQa1Bq8Vst1kAUasz6I0mKotQokRxY4Jag1aL2W6zAKJWZ9AbTVQWoUSJ4sYEtQatFrPdZgFErc6gN5qoLEKJEsWNCWoNWi1mu80CiFqdQW80UVmEEiWKGxPUGrRazHabBRC1OoPeaKKyCCVKFDcmqDVotZjtNgsganUGvdFEZRFKlChuTFBr8OX11anvbgCid2Djis0mUbkISpQobkxQu+GXhDM5KVZA0GhD/Cp1oIoMJUoUN8YLTv8f0ziNWUQcO8sAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "full_page_image",
"confidence": 0.7081848382949829
},
{
"class_name": "page_thumbnail",
"confidence": 0.11411984264850616
},
{
"class_name": "logo",
"confidence": 0.04625389352440834
},
{
"class_name": "other",
"confidence": 0.03504728898406029
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.03235238417983055
},
{
"class_name": "pie_chart",
"confidence": 0.013923550955951214
},
{
"class_name": "calendar",
"confidence": 0.008390843868255615
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.008102910593152046
},
{
"class_name": "signature",
"confidence": 0.006889893673360348
},
{
"class_name": "icon",
"confidence": 0.006222028285264969
},
{
"class_name": "photograph",
"confidence": 0.004724294412881136
},
{
"class_name": "music",
"confidence": 0.0030947804916650057
},
{
"class_name": "table",
"confidence": 0.0029395408928394318
},
{
"class_name": "stamp",
"confidence": 0.002542421454563737
},
{
"class_name": "flow_chart",
"confidence": 0.0019578817300498486
},
{
"class_name": "geographical_map",
"confidence": 0.0010511049767956138
},
{
"class_name": "bar_chart",
"confidence": 0.0008728280663490295
},
{
"class_name": "engineering_drawing",
"confidence": 0.0007127069984562695
},
{
"class_name": "qr_code",
"confidence": 0.0007083945092745125
},
{
"class_name": "chemistry_structure",
"confidence": 0.000572006159927696
},
{
"class_name": "line_chart",
"confidence": 0.0005385972908698022
},
{
"class_name": "bar_code",
"confidence": 0.0003749975294340402
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00030299261561594903
},
{
"class_name": "scatter_plot",
"confidence": 8.28007105155848e-05
},
{
"class_name": "topographical_map",
"confidence": 3.188901609973982e-05
},
{
"class_name": "box_plot",
"confidence": 5.203773980611004e-06
}
]
}
]
},
{
"self_ref": "#/pictures/11",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::A light blue circle with the word \"EQUITY\" in white text, and a white outline icon of a cube below it.\n\nDirectly **own** commercial real estate\n\nPrimarily focus on **net lease** properties with\n**investment grade** tenants\n\nAlso selectively invest in **diversified /**\n**opportunistic** real estate\n\n**Longer-term cash flows** complementary to\nshorter-term interest income on loan &\nsecurities investments\n: figure::>"
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"text": "\n\n<::LOANS\n$2.8B\n(49% of portfolio)\n\n99%+ First mortgages\n68% W.A. LTV\n3.5-year W.A. extended maturity\n$25-$30M Avg. loan size\n: infographic::>"
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"text": "Note: As of 06/30/2026. CRE Equity amounts shown at undepreciated value. Asset mix percentages exclude cash and all other assets. See Selected Definitions for non-GAAP measures."
}
]
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"references": [],
"footnotes": [],
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DW/LEfM+O1MEF1xSa+HR17+2Vezz750dBBGRIR/MJE57uiOo+6+8KhuB+Efli5f/+ATbz/38iRrLRHhF9aYtq0bT3h5SNPGdVat2XTuFQ/M+m6h0g5+YSLTtUubd9J31axRNH/BqosHPjJ37jIAF57X4/H7rxr7wkd3DH8egAiqFOaPGHz+ZRck8vNcALkgHPHAuNGPjqdfYA8xIY6L5+7sVwaCiBCpDj2G1WzSzZoQlZdo16dMOqmUy9qLJ1KsPYhgXyB2dq6f88PEO8QaIjKCYa/5MxfElCPYE0wuvOWGfg/de/mUr+f37HdXLgiJCL8wkTkk3vKtF+9s3rTej3OXvv/hN5ExPU7scvThB5eUll9w9cMT3p+qtINfmDC66dq+j4y6PIqM46ghqZdHPjhOOQq/MGHU/YTOE8cPj8U0gGdf+vjqW54wQXTtFb2fePCap1/88JpbnwRgI/Onc7unn7xl9dotd977wvqN28889YjNW3elHn5dRIgIe4gIFMs955Qe0TYMI1gT1G5+XPvud4EIIqikRLs+ZdJJpVzWXjyRYu1BBPsAETsLvnpk7c9/Y6W1wvSFzrDXCq2AsGeYXHjTwL6PjLriy6lzew0YkgtCIgIgIhA8krr8hivP/P7HxWdffv/iectBVL9p3XHPDjruqI7vfDDtnMvvjyJDRNbYwsL88S8MPrJruw8nf9v/jKO/mbWg11n3FBeXMTMAE0YnHX/I314fvm7j1qpFhUw49exhX2d+vPrqPmMeuvap5ydeN2iMAGLlvqEX335j/w8+ntHn/HtNaRk81y/MKy8PsKeZiLq1DYacVaIdWGN0XtV44t6iOu2sCVFJiXZ9yqSTSrmsvXgixdqDCPY6Yqd024rZH92VLdnESolg1JsFU+a6yhHsISYX3jSw7yOjrvhy6txeA4bkgpCIAFgr1ar6n05IHdKxxeARL9z30GvKjQEw2eCG6/o+NvrKJcvXH3/aoHUbtjKzCaKjjmw/8Y3hPy9cfeuQv4579vZaNYtOHTD0i8yPSjsATBiddPwhH71575Tp81es2nDJ+T1ff+erC6966OLze4x9ZOBTz0+8btAYADYyN1zd57HRVxaXlP157HsvvDp52bJ1YFKOwp4mAs+Re84tObRVFEawUa5J53NbdrtMrEElJdr1KZNOKuWy9uKJFGsPItjrmPWK2eOXTH+aldaO/LzaufuVwp2lxIw9xeTCmwb2fWTUFV9OndtrwJBcEBIRAGNss8Z1Mh8+2KBejbMvve+Nt79SMQeACaI+Zxz9dvquTVt2Hn/aoAWL1zCzNeauW88ZedcFDz3x9p0jXhz//OA+px15/5/fHDz8eWImIhNGJx5/yKS3Rn4xdc7Ih1574/nBvp/X50/3Nqpf67nHb3zq+YnXDRoDwBrbvFm99Jhbjj78YACLlq595Y3PH3/2/R07SpVi7GkmwqmH5W7oXSYCsdb1ax/a5/GYVyRiURmJdn3KpJNKuay9eCLF2oMI9jIiE5R/9/5NpdtWECvFeG6y9/qX+UoL9hyTC28a2PeRUVd8OXVurwFDckFIRACMsS2a1ctMfLBenWr9L069PWGKijkATBidcdqRE14esnHzjuNOG7RoyVoiKqqS//GbIzt1aHZSn7umfTT9wmuSz/3lxtnzlvU+d/jadVuUo0wYnXj8IZPeGjltxvxE/6Gpuy+86Zo+706c/uW0OY+lrnzq+YnXDRoDgIhMZBo2qHXjVWf07X1008Z1ALw4bvL1d4wtKS1nZuxRVlCYJ09cuateNWusiLWtj7quUcc+NgpQGYl2fcqkk0q5rL14IsXagwj2LlZ607LMvE9HAcJEO8vouqerbNrBzNiDTC68aWDfR0Zd8eXUub0GDMkFIREBsNbWq1vjyw/ua9W8wcDbn3riqQnKjQEw2eDaq8984oFrFixec0Lv2zdu2i7GHndspw9fH+446qPPZhXvLK1Xv8ZJx3TK5oKzLr3v/b99rWKOCaMTjz9k0lsjv57580lnDm7bquHkd0YVFOR9/OmsfmccPfaFD68bNAYAERljIQJB29aN7rip/wVnd9+5qzTRf8iMb+YrN4Y9zVpc1L38ghPKcyFZE9RoeGj7Hvc42hMRVDqiXZ8y6aRSLmsvnkix9iCCvYuVnv/F/esXTGKlXQcTvnEf/1s+EYiwB5lceNPAvo+MuuLzzOyTzrgDQQgixBxm1jHnrRfuPK1ntw8++uacKx4o3VEMQfU61V579vYeJ3Z5+Y3PLrnuMWMtWblvxKW3Xdd3y9ZdpWVZpTiKTNUiv2pRwdMvfnTtrU8IyEbRiccfMumtkV/P/Lln37uz5bn7hl1y+439y8tzeXnumOcnDhw0BgAzVSvyt+8sjcpzKM91OOLgzyaMrlpU0LPf3V98/r3yYtjTTEStG0Ujzyuu5ktkrI75HRP3Vq3XwZoAlY5o16dMOqmUy9qLJ1KsPYhgLyJW2ZLNcz4eUrJ1CSttLYa95s9YEFOOYI8yufDm6/s9PPLyVWs2vTFhirGy27sffj1z1kKx9qLzezzz2PUEeu2drz746BvFPKDPsX1OO3Lb9uJzLrv/k89mgalBvZrvjRvaqX3zaweNmfzZd0o7JozOO+ukEYP/tGTZupPOHLxq7WYYe+Lxh0x6a+T0bxf07HtXeWn5QQc3+2DcPc2b1gMw9vmJ1w4aIwKt1SMjL69dq9rET2buKi49s9cRfzrrpKUr1p961j2LFq1W2sGeJgJFuOeckqPaBbmIbJRrffTARh37iglR6Yh2fcqkk0q5rL14IsXagwj2IlaxzSumzZ08QqyNObRkPd/9SuGWXcyMPcvkwoFXn/mX+6/Gf3H7sOcfeOwNUpyX5w6+ccANV51R6OfjH1av2zIk9dLLr38GwIZR79OOeu/VoQsWrT65711rlq+Ho2Bs24OaTvnowZrVi8674oFx4z8D0QnHdfr8vfumzfjp5D53ZnOBWNw6MPngiMsAPDpmwi13P0tMBBo15MLbb+iPf9i4ecdtQ5975Y3PiUBEqAAmpH7HlF+RKLcW1kbVGx7aKXEviAFB5SLa9SmTTirlsvbiiRRrDyLYe4iIl8z864rvxynH1Y58/J370Ns+O4I9Taw0bFDzsM5tmAmEvxN8N3vJ8hUbiMlacRQfcVi7ww9t26RxHROZnxevnvL1vHk/r2BmIhIrTRrV7tq59eq1m7/9cbE1lohE4Dh8VLeDatUs+mHO0qXL1oGoerXCow8/ePPWnTNmLZTdrBT43jGHt/cLvB/mLl26bD0xiZXCKvnHHdH+yG4HFfp5y1du/HLqnO9mL6G/QwWxFk1qm8evKI5pESsqVtA1+WReYR0Ri8pFtOtTJp1UymXtxRMp1h5EsNcQ2Sj33bs3lGxbycwWuP+tgi/nuMoRVABjDHIRIPhPhJijHIVfiIgNIhCRowCR0IBIxRz8gzEGuQiKlavxDyKwuQDWIqaVowBYayUXglm5Gr+wViQXQAQxrRyFX1hrJYzgKCKWyADCMU2oQCJwlNx/UUmHxlFkRQRtjh7Y8ODe1gSoXES7PmXSSaVc1l48kWLtQQR7C7HatWnB9x/cKiZiph2ldNWYKttLmQn7kIgAICJUPBEAQkTYK6zFucdnLzu5LBeSNUGdFie2736XiAUElYho16dMOqmUy9qLJ1KsPYhgb2EVWzX7jSXfPAMireiLebHRbxaIgAgHVAQTUacW4Yjzij2NKAoLa7WO9xzhFtQUMahERLs+ZdJJpVzWXjyRYu1BBHuLctz5n9+/bsGHrGKulic/zH9rqqcUDqggxqJuVXvvecXN6towMtor6thzRNW67a0JUImIdn3KpJNKuay9eCLF2oMI9goijsLyuZOGblv7g1IxAEPG+TN/jiktOKBiiECRDDu35Mi2YS4ia8L23e+u27q7jXKoRES7PmXSSaVc1l48kWLtQQR7BbNTsm3FnEn3lO9a6zjOph08dJy/dL1SCgdUHBPS1aeV9DsqCCNYk2vW5YLmXS8Sa1CJiHZ9yqSTSrmsvXgixdqDCPYKVrEtq76ZM+kesdbVNHu5GjqusKScmHFAxTER9eiSvfmMMgKMjWo2PrxDj6FEChBUFqJdnzLppFIuay+eSLH2IIK9gpRePWfCwqmPKceLOfLJD7H73ixUjuCAimQsWtY1j15eHHPEWusV1Dqs39NOLE9EUFmIdn3KpJNKuay9eCLF2oMI9gYCYdG0MWvmTWAVY8Jzk/PGZ/KUI9iLRLAbEf44ROBpeea6XbWLrLXCKnZo8smCqg1FLCoL0a5PmXRSKZe1F0+kWHsQwd5AInb+56M3L8uwcqzFA+8UfDEnphT2JkeBCGGEPc5YQAABCMwgwv8mAsG/QAARKpoIHIUHLipu3ziKjJBy4qeMqla/k9gIlYVo16dMOqmUy9qLJ1KsPYhgLyASE/4w8Y6dG+axckKDu1/2f1ymlcLeYQVMuD7pLV1v358SKAd7hADWAJAaVbhGETmKSsplwzYbBFAO/oOjwEwigl8QASCIhAZRIABIETMqiAiYcWf/kmMPDiMjID7o+EF1W55gbYTKQrTrUyadVMpl7cUTKdYeRLAXENkwN/Ptq8uL1zNzLqSBTxeu2qyYUdGshVgQo1ZVuv2cvLcywfT5ESxYgQi/hQhA6NRC9eoWa1aPswHyYlSYT6s2mXemBNN/iiBgRr/jYkccpBVDAAKswFg4CiLYUWIXrrZf/BCu22oVoyIIAMG1vcr6HJENIhKRVkdc2bhjP2sCVBaiXZ8y6aRSLmsvnkix9iCCikdEYa54+usXRUE5M5Vm6aLHioqzxIQKZQwK8uiIg5zD2jkNanKzumr1FrN2k/3sh3DWwiiMQIT/IILdBH9H+Dsi/F+IQDu4KOGec4LLTM9OzE6YElQpoBEX5x3axtm8U+5/rfzT70Jm5MXopM7OoLPz8lwm4M1M7sPpQetG6oIeboNaKoxkwSpz93NlazZbZlQEY3HeceWXnlweRCQ2atLp7JZHXGmjHCoL0a5PmXRSKZe1F0+kWHsQQcUjVqXbV82acJ2NAqVo3Va+6qkquZCIUHGMQaPaNDCZ17AWv/VlrmohH9REffZ9eO2ZXpUCeviN7PvTAmaIwBo4GnkuxRwYi1woQQhjwAqEf80Y9DpcDz43L8+lT2aFw18sy4XY7YrT3UtP8ZgxcUY48uUya2ENOrVWD19VUJBH5Tm554WyzPcRGJf1di/r5VmBiIxIl0+aGSoHFcFE1KtrdlCyNBuSjYL6bU85+KTBJsqishDt+pRJJ5VyWXvxRIq1BxFUPGK1fd2c2R/dJSZUiuatdO54qTCMQIQKYgWFeTT84rzD2jqDni6d9l10YW9PEb5dED1wdX7tavz1vOjWp0qDEErh0NbOyV11zSrkudSgBmcDmbvcvD8tmLPMiIAI/0QErsbQC/O7d9HW4r2pwehx5diNcGNf75yTXALGf5575K0sAGtwdnf3+qSrmFZuNIPGlq1Yb0G47FT3slM9AGU5uf3psm8XREqhIpiQjmqfG3FeSRiRiXK1mx3TsecIkQiVhWjXp0w6qZTL2osnUqw9iKDiETtbVs2Y98lwEeMomrFQD3vdNwZEqCDG4Ji4k7o0PxfhlidLZy8xQy/K/+rHYN1W++BVBQ1q8XtTg/teKzcGZx4TuyHplZTLyFfKl681x3TSA/vk+XlYv82Oerl8+vxIKfwTEbgxDL8o/4ROOrLYvMM++W72k1lhfgyPX+93bu0sXmNGvFQ2d5lhhmLcfk5e76NiADKzw7ueK8+VSc0a9MBVBZ1aqiDEe1ODR9/OBqEQoSKYkLq2DUacV8IEE+ZqNjmiY8/hYIYIKgXRrk+ZdFIpl7UXT6RYexBBxSN2tqz4et6nI0WMo+jrBfre131jQYQKYiL0OyF2S/88EH5cEn3xfXjyofrVz3LT5obtmjjN6qlvfgo3bpNaVenJG/zmDXj7Lhn8bOmseVH1GvzUTX6TOqwUJkb0ZCoAACAASURBVEzJ3f9aVgDCPzMW/Y+L3dQvDwQiBJF88X24ZovtcWhswaro1U+DhauMUjAWNYto9GX58ZaOtXhvWvDaZ7n6NVW/Y3W7ps6KDeaTWeGkmWF5IEyoICaiQ1sHI84rUQwTBTUad+vYczixgggqBdGuT5l0UimXtRdPpFh7EEHFY3Y2LZ8y77MUxDqKpvykU2/4xoIIFcQYdG6tHrgqv0o+i4AJ2RBbdtqla83704LM7AgMIlQvpEevLWjfTK3fau/8a9nshVHDeuqJ6wvqVGeH8cH0XOqVrBUQ4Z9YgVa49kwveUzMc8kYEAGEn1aYR98sn7PYKI3dTISDm6v7Ls+vVZUjI6s327KsNKun8mL48sfo3Wm5GfMNGIpRcUxEnVuFI84t1g5MFNRo2LVDz+HK0SKCSkG061MmnVTKZe3FEynWHkRQ8ZidTcumzPs8BbGOoinz9ag3fWtBhAoiAhD6HhM7r7vboCYbCxAUgQhlWfnzO9kJUwIQIOjYQh3dXs9dHk2ZE5Hgol7uJb1chykXyOhx5R/NCJXCP7ECRTioqTrlsFibRmpXmXRsrvx8igwI2LbLPvRm9ssfQyJYg1MP13ecl68Vtuy0g54pXb1RDm6mLuvltm3sBKFMmhU+87fsjmJhRgUxER3SMhxxXnHMgYmC6g0P7dhzuHJiIoJKQbTrUyadVMpl7cUTKdYeRFDxiJ0tK6bN+3SUiHEUTftZjxzvGwsiVAQREEE7CEI0rsOHtHTOODrGhMJ8qluNHYUfl0S3P1O2rVgUwxggECiqX4fP7+72PiqmFTbtsK9+mnt3WhCEIMJ/JQIinHuSe2FP18+n+8aVfTQ97NLGOfskt0trhwDtYM6yaPAzZZt2ChEG9nHP6+4BmL3E3DSmpDQLROjeTd9zQZ52SASPvV0+/otAMSqIiahL62DEuSWOgomCGo0P69hzOLEDEVQKol2fMumkUi5rL55IsfYggopH7GxZ+c28ySNEjKPom4V6+Ou+MSBCRWDCud3d0w7X3y4wT7xbDuCeC/Pf+CK3bpuMuDivcytn/goz6OmyDVstCLu1aqh6HaYPa+uAsGy9mbXQfDM/3LhdiMEEK5BIIIBDimEMDmvn3Hd5fpFP85ab258p27DFQlDo0839vVO6xQBs3G5uG1u2aJXNz8MDVxV0beMQMP7L3KNvZgFYiy5tnAevyvdipB2M/zz3yJtZEAgVwoTUtW0w4twSZpgwqNHk8I49hxMzRFApiHZ9yqSTSrmsvXgixdqDCCoesbNtzXdzJg0VEzmKfljm3PVKYWRAhD3OWtQsojE3+s0b8PZdcvOY0tKsXNfHGz2ufNNmua6fd9lp7sTp4ciXyspzqFuTzzwqVq8GL15rFq4ya7eYjdvFWjgKRLAWxqJWVe53XKyqT+9/HcxfbsTKJad6V5zmMeOrH8N7XiwvD4QJJsCpR8cGn+u5MZqzNLrj2bLN26RRXX58YEHd6hwZeeD18venhUrBhOh3gr6pfx4RKcYTE7IvT84pRgUxIR1xUDDivBJjYaNcrWZHdew5QkQAQaUg2vUpk04q5bL24okUaw8iqHjEqmTL0u/ev8lGgVK0YhNf/0yVXEhE2OOsoMCl+67MP6q9s2i1uf7x0vZN1REH65EvldetSaMvz69ZxHc/VzZncXR8Z31V77zaVWnFRrurTCBQDMUAQSnMWhC9+HHOWNzYL+/ck2KKMWthdOdfyzZtsf1Pcm8ZkKcYMxdEg58t3VUCMJhwywBvwAlueVYefiP73rQABkcf4oy6NN+L0dadcuvY0p8WGxCaN+Z7Lsxv11gx46cVZugLZSs3WmZUEBNSjy65OweUZAMyUa5e6x4dTh5ioiwqC9GuT5l0UimXtRdPpFh7EEHFI+KgfMc34y82YZaYdpXRRX8uKs8RESqCsejS2rntrLyqPn0wPahXnV2NBatMt4McY/HcxOyshaZaIY292T+oqQojMIEI/xsBRBjzfvapd8tjmu7+U17vI2MiWLTG3Dq2bPV6W6cmDb0w/7C2Ti7Acx9m350aeC6deVTsrBNipVlJT8pNmBK4mhrV5itOc48/RItQLpCPZgazFkY1irjXYbpFA1WWw49Lomc+yP680jCj4hiDs47JXnVKWS4ka8PGHfq3PvpaG+VQWYh2fcqkk0q5rL14IsXagwj2AiIT5ma8eXmudDMz5wK6akyV9TuYCRXEWNSqSsfHdbsmqktrZ/k6s2C1mb/CzFoYledAhHo16JJTvAKPrOCfEMFYefPLYO5SA0KHFuryU73CPHpnSu7Db0IrsBY1iuiUbrpbW6eqz+WBWItciJ9Xmo9nBivWW+XgtMNjXdo4joIAEBCBCZGFWJTmZM0mO3tptGiNyQVQChXKCq7sWTbg6GwQkYht2e3SJp3OsSZAZSHa9SmTTirlsvbiiRRrDyLYC4jEBN+/f9uuzQtZqTDC7enC+ascxag41kIiVKmCoRfkj/0gu2S5hQYziLCbCGwoEPwfaVKM3YyFnwdX09ZdwgQi7GYFEsH1UK2QYw6CSLbtkiAnUKQYuxkDGMFugv9E+P8QwMQMIlQoERBjULKke8cwNAJQ22Nvrt+2pzUhKgvRrk+ZdFIpl7UXT6RYexDB3kAiZt6n925ZMZ2VYyxSb/pT52ulUKGMRdc26rzu3oiXyrYVi2L8OtZCAMX4JyKwAghAYAIRKhsROAqj/lR8SPMoMkLkdEgMr9HwULERKgvRrk+ZdFIpl7UXT6RYexDB3kCALJzyl7U/T1RKE+HJD/Pfm+4pR1CRrEWjOly/On+3KDICwh+OCGJaxly1q2FNa42Qih165mN+9eYiBpWFaNenTDqplMvaiydSrD2IYK8gdlb+8Nrib55Rjhtz5P2Z7mMTfKUFFcwKxEIp/DFZQb1qZuzVxW5MxIr2qnTr/6z2qohYVBaiXZ8y6aRSLmsvnkix9iCCvYIdd9PSr+ZOHk7gmMasJXrIq34YEREOqDjG4OiDwzv7lyiGNaZqvQ6dTh1N5ACCykK061MmnVTKZe3FEynWHkSwV7DSuzYtmjPpnlzZZu2o1Vt46Kv+6i1KMQ6oOCaki3qUnX98NjKwJmjcsX/LI66ECCCoLES7PmXSSaVc1l48kWLtQQR7BZEKy3fMmTR0x8b5jhMLIgx51f9hcUxpwQEVQwQiGHp2yfEdglxINsq1O2FQg3anWhOgEhHt+pRJJ5VyWXvxRIq1BxHsLaz0vMn3rl/8mXJcLyYPvVPwt5mecgQHVAxrUb3Q3nteSZuGJgwt67yOPUdUb3CINQEqEdGuT5l0UimXtRdPpFh7EMHewspdPiu9bFaaWMUcvD8z9pcPCkAgHFAhTERtG4f3nldStUDCKPKrN+3Yc3helQZiI1Qiol2fMumkUi5rL55IsfYggr2F2dmy+ts5k4ZCLDOt38bXjq1SliMi/HYisGEIRylmANYKAGYSEWstBKyYiOQXREwEa60IlGL8H5gghBWKOcyMf5sIiPAfTBDCCsUcZsY/WGvFWHaUtaIU478zYQRmpRi/mTHUu1v5TWeU5UKyJqjZ5IgOPYYxs4igEhHt+pRJJ5VyWXvxRIq1BxHsNcRRrvjbt6/Jlm5mZmNx9yv+90u0UviNREQpdf6AE779ftH8n1YIUfVqPjNv3VbsOBw/uFlBft6sHxeVluWKqhT4Bd7mrTuCbNSkSZ26tat9N3uxCP6JiDDz2X2P69a59ZjnP1ywYBU7jH8P/cIYw8xn9z2uW+fWY57/cMGClewoANaY5s3qt2/bJDN9XrMmdX9auCoIIiLsJiLMnDztqHkLVvz880p2FH4DERDhnnNKjmobhkbE2uZdL2x26IU2yqFyEe36lEknlXJZe/FEirUHEew9RMDPUx5b9/NEVjFH4a1p7tiJBUoLfhsTRSef2KVPryPvvPeFHduL27Rp8uKYm6fN+OnukelBN/RvUK+G58aWr1z/wmufDbz89BrVq7w78eup3/x028C+7330zTczf2KlABhjEFlAoBSM7XRI6xuvOXPkQ6+tXbclCCJjLCIDCATkagASRPiFcrUxFpEBAcaec87J6zZs/eqTmYcc3v7Ga86896HXVq7eFJZmQQAriJx/bveWTeulX/v0tES3F8dNLt5RAgh2czQRBt80YM26LS+Nm6y0g9/ACmpVsWOv2eV7Yq2QE+vS+9HCmi3EGlQuol2fMumkUi5rL55IsfYggr2Indj6RZ/+9GmKlIo5NGe5GjKusCRLTPjVRMSN6YdGXva3STM/mji9ToNag27o37xp3YmfzPxp4eqrLzn14msfad2iwaDr+30za4HjcElpttDP8wvyv/1+4adf/KC0AmAi06lji8svSBT6eS++9tm8n5Y/Nvqq1i3qD7v/1YmfzISgdcsGJx7bqUXTupGVh594O4rMVRf36nBQ029mLRz7wsRmTer0PKFL3TrVl65Yf/XFvVau3vTsix+ed9ZJ7Vo3ujv10tp1W6+8qFeVwryXxn/+6Rff333rOWvWbflx3vJC35sxa+H5A0446dhOK9dsenTsu5s3bLvuqjO04zz61ASlFH4DE1HPLtmbzigjwFpTWKtV59MfYUdDBJWLaNenTDqplMvaiydSrD2IYC9i5ZRsWznn46Hlu9aycspzGPJq4dxlWmnBr2XCqEvnNjddc+Z1t43Jluduv+msJcvWdYm3fP/jGQUF3p8GnDjigXEnHNPxkA4txr+bOfmEzmEQ5uW5C5es/WLK7JWrN4VhZI1t1rTuffdc8tL4z7Sjzu13/I13PjPohn7rN2x77qWPt+0osaG55vLTz+l7/OB7X7z0/B6Tv/yhTauGUWQmTPx61F0XjnpkfOeOLfqfcfTNdz4DxaPuuuCxp977cf6yobeds3L1ps8zs2+/of/L4z/XWp3X74TrB4+986azxk/IHHlYuy3bdkaRObrbwX8eM+H6a/p8N3vJM0+/d+stZ0eRfeypCcpR+LUEgMEdA0q7x3NBRDbKNTv0ouZdLxBrAUHlItr1KZNOKuWy9uKJFGsPItirCMDcySM2L5vCTsx15LlP8175Io8VCL+SCaMLzjn5oDaNBt/74rWXnd6mZcOXx382+MYB9//lrUVL115z6al5XuyQDi1nfLdg+OiXmzSt1/+MY/LzXSYq8L0pX89//8PpsPKnc0/u1L7ZLYOfbt228YjBf7p1yF8HXd/vzfemTMnMZldDcN+wS+b+tOLllyc9MPrKrdt3tW/X9I7hz69dt/W5x28Y9+aXPU7sMu/nlS+/MPGQww++7rLTrx88NgyiR1NXvDT+s8YNax/epc0tg59u3bbx8MHnj35k/I1X97n/sTeuuuTUyV/8cOapR7z65hdfTZpx9z2X7Cou+8uYCQ+NvvKHOUtfff1TFdP4tYxBg5p21PnFDWvaMBJWumOPYTUaH2ZNgEpHtOtTJp1UymXtxRMp1h5EsHexiq2Z9+7CaU8QsWKs2co3PFOlOEtM+HVMZG67vn82mxv7woc3XdOnXetGNaoVHtS2yf1/fvPZ5ycijNrFWw657ZyHnnj7h+8XnXt296pVCrbvLCkszLNGjLXPvzQJhFuuS3pubNSol668+symTeo+8ewHqSEXDrvvleUrNhBzlSp5Yx689uEn39mwcfsjo6744OMZp3Q/9LIbHmvVvMGdNw+496HXb702+ehT7879cfGAs07q3LHFHUP/Wr9h7fuGXnznyBeTpx1VWOCNGvXSlVef2bhh7Q8mzbj43JPv/8ubQ24558nn/nbLtX2H3f/K+g1bxz4y8PFn3l+weM2TD15z32Nvzpm7TGmFX8sYOuPw8utPLwsjsiYsqt2uY2JELK+aiEGlI9r1KZNOKuWy9uKJFGsPItjLiIOyrd9OGBiUbWNiIjz4Tv7kHzzlCH4VY+yg6/vt2Fn6zAsTYQW5oGfvo7t1bnPvQ6/dfG2yaaPa1av5f5s08/U3vzi5e9fDOrd69Im3u3Ztd8GAkzZt2fFM+uNlK9bByrFHd7z5muSqtZsLfW/E/eOKigoGXt77xjufLinNirUtmtf/659v2Lhlh1bq069+HD8h88jIy3NBmJ/nvv3+tNnzl982sO/Q0S9v2bjtjN5H33j1mX8e+97qNZuvvvTUa28b07Vz61uv7btq7eZC3xtx/7hOHVu0adVw4qSZl1+QGDL65VuvTTZrUjcXBPMXrvrz4+/0SnTrcWKXW4f+NQgjJsKvIgLtyMMXF7dpZIyBtVGzQ85r0e1SawJURqJdnzLppFIuay+eSLH2IIK9jYh58fSnV/04nh035siMhXrY634QERN+BROaSy7oWaNalYcef4sVA9DagUgQmkYNa9avW2PF6o3r129jpob1a27fWVJcXO44yvfzojAqLcsxEwBrpVGDmrVrVV28dF0um7v2it6Fft6w0a+yIhtGPU7uesYph4957m/G2sVL1xljqxYVtGpRf8PGHavXbtZaacfJBaEItFYtm9cvK8v2OfXIKoX5w+57lRiNGtSqXavqkqXrduws8fJc+YVSKpsNXFe3bdmwPBssWrK2qEr+fcMuee3tL7+aMltpB7+WMTiibTj07BJmiBXH9buc8Vh+1YZiDSoj0a5PmXRSKZe1F0+kWHsQwV7HKrZj3ezZk4ZGQalSXJ7D0FcLZy/TyhH8z5nIdDy4WasW9d/9cAYgAEQACBFZa8UKMTEzAGuFCEQEwIoQQET4B2utWAFTv9OPPum4To+NfXfR4jWs2ETmtMThtWpWeeGVT0BgVkSwImItETEzABEhIgAisMYkex998vGHPDb23UWL17Bia62IEDMTiQgAIhIRIhIRawW7ibQ/uFnnji1ef/uryFgi/DoiIOCOfiUnxoMwImuCuq17HnTCbRABBJWRaNenTDqplMvaiydSrD2IYK8jImvt/E9HbVqeYRWLOfK3b71H38tnxq8jAmaIYI/w3Ji1tjwbKMX4hVIsItYK/j2eG7PWlmcDpRj/NmY2xgAgIvxaJkLbxtHI80qqFIg1llSsQ4+hNRsfbk2ASkq061MmnVTKZe3FEynWHkSwL7CKbVzy+fzPRwNgopIsDXrRX7LOUQr7nIgAICL8gwh2I8K/SUQAEBH2LhGIYOBppWccHoQRrAmqNTikY88RSudBLCop0a5PmXRSKZe1F0+kWHsQwb5ARFGU++H9W4q3LCZ2Yg4++V4/PME3ABEO+HWMQbvG0QMXlsS0iEDEtj32pgbtTrUmQOUl2vUpk04q5bL24okUaw8i2EeY9bqFH//81SMEsKLyHA17reCHJTHlCA74nxOBItzer+SEjkEYkdioSq02nU69T+kCwKLyEu36lEknlXJZe/FEirUHEewjRGzC8rmTR2xdPYuV1gozFjn3vFZoLAgH/I+ZiA5vF9w9oCTmwFoB80HH31631YnWBKjURLs+ZdJJpVzWXjyRYu1BBPsOq9imFdPmfTICYolIgJHjC6bOd5Uj/4s9+ACsqkwTBvy+73e++31JTkgjENIgoddDR4qoiHip6hULitjHNjM6vY+Oq3ecsmMv2K8FBevoqHT1ohSV3msgIYQkkN7uved874/847+zuzrO7r+zATzPA77/CmYQgu+e3TSsu5vwwHjxjl1PG3DOr4RQzAZOaCyVjdFISAhFUjvBMEkNzNCOEIF5y9K7q/Z9SCIgBe8st371gl3TRETg+8d5Hkwf2fad6a3MwMyIclDwzqyCYcZLwImOpbIxGgkJoUhqJxgmqYEZ2hWJQM3BdZsX3+HGm5GEJeDVj9XchSmIjAi+f4TnQlEX767ZTZ3TjGvAePHOPc7uP+Gn8DmGEx1LZWM0EhJCkdROMExSAzO0Mzxm96q5pZteJSERwfXgzvn2mu1SWOD7WswgLf7lxU1j+roJF9i4KqXjoOBdqdk92UvASYClsjEaCQmhSGonGCapgRnaHVGipW7Duz9rOroHSVoCdpWL2+fZ1fUkBPj+Ps+F80a3fXtqq2cAgJlNz9E3FQ680JgEnBxYKhujkZAQiqR2gmGSGpjhBEAicOTAqi1L7/bcVkQRsPjNNerBt1OQAMH3lTwPeue7d1zW1DGVPQPGi2cXjRs48ZdAApjh5MBS2RiNhIRQJLUTDJPUwAwnBDxmz+onDmxcQEIigmfggbeSF65VwgLfl/IMdEjiO2Y1OkVuwkNjvCS706Bzf5Oa3cN4Lpw0WCobo5GQEIqkdoJhkhqY4cSASIlY04Z3f95QtZ2EFAT1zXjPaymf7ZLCAt9/wAwBwbfOaD53aCLuAgAf0/v0W/P7TTdeHE4mLJWN0UhICEVSO8EwSQ3McMIgkkfL125dFk601iMJS3Bptfj1i/bBI0II8P0/DGAMXHFW6+wz2wCAGYwXz+k1se8ZP0QUAAwnE5bKxmgkJIQiqZ1gmKQGZjiRkJDl29/dueIBAAOAAQlrd1t3vWLXN6EQ4Pu/PA8mDo794IIWgWAYjJfIyBs84OyfB5Kz2LhwkmGpbIxGQkIoktoJhklqYIYTCyLSnk+ePLBhPpEFAJaAJesD976VHHdREPg8F4b0cH86sykzlT0P2Lg6NWdQ8M7UrO7GS8DJh6WyMRoJCaFIaicYJqmBGU4wiOS5sR0r7j+8azGJAABYAt5dG3jsneTWBBLBN5nnweDixE9ntmR1MJ4HzJ4VsPtP+Fl2t9M8Nw4nJZbKxmgkJIQiqZ1gmKQGZjjxIIpYy9HNi39TX7mVRAAREGHhWvXQO0lxFwXBN5PnwuDu7o9CzZ3TjesBs0HAXmNvyes/g40HwHBSYqlsjEZCQiiS2gmGSWpghhMSCdl4dO+25b9rPLKHhEQES8A7nwUeeye5NYFE8I3CAMaDwcWJn85s6djBuB4wG0TqNmRW0bArmBmA4WTFUtkYjYSEUCS1EwyT1MAMJyoUsql6z5bl4eaa/SQkIiDCorWBR95Lbo2hEPANwQzGg6E9Ez84r6VzhnE9YDYA0G3o5UVDLkMSzAZOYiyVjdFISAhFUjvBMEkNzHACIyvQULVr+wd/aDyyh4REBItg5Q75yLvJFUdJWHDKMwwIcM7g2I2TW1M1uwaYDSJ1HXJp8bA5AMBs4OTGUtkYjYSEUCS1EwyT1MAMJzYUsql6z5bl4eaa/SQkAlgW7CoX972dvLPUIgGIcKryPJAWzz6z7cIxbUqCZ4DZAHC3obOLhlyGJJgNnPRYKhujkZAQiqR2gmGSGpjhhEdWoKFq984V99ZXbiMhATBgQVUdPb5YL9+okIAQTj2eB1kdzA3ntkxwEsaAYWD2kGS3IbOKhl4GgMwGTgUslY3RSEgIRVI7wTBJDcxwMkCSrQ3luz5++MiB1UgWIgqCtji8vEK/sVq3tKKw4JRhDLCBPgXuTVNaBhR6rgFmMMaVgdQep13fpfckRGI2cIpgqWyMRkJCKJLaCYZJamCGkwSRTMQb93323MEtfwZgRCIEQlhfYj21JGlHmUUEiHCy8zxI0Tx9ZGzm2LYMmxMuHGO8REpm115jbskqGG6MC8xw6mCpbIxGQkIoktoJhklqYIaTByIxm7LNb+xf90Ii1kRCAoAUcLQRX12p31yt4nESFsPJyTMABnrluVdObBvVK2EMGAY+xiQycof0Pv07dkaRMQk41bBUNkYjISEUSe0EwyQ1MMNJBRGBrCMlK/esnttcV0pCAqAgOOaT3da8D5K2llqAIAhOIsxgPEhN4UlDYrPGt2XanPCAGdh4SKJL73OLh1+lUrKMF4dTEEtlYzQSEkKR1E4wTFIDM5yESASaa/aXrJ9XuWc5sEGyAEBaUNOIyzcF/rxGHToqAEAIOMExg/EgEIBRveIXjmnrV+ABgjEAzMZLJKXlFg2d3bnn2USC2cCpiaWyMRoJCaFIaicYJqmBGU5OSBYb7/CuJfvXv9RSX0ZCAqAgIITqBnx7jV6yMVBVK1AwIZyAmMEYEAIGFyVmjo0NKU5IC1wXGICNhySyi8YVj7g6Jb2ATYKZ4ZTFUtkYjYSEUCS1EwyT1MAMJzEksppq9+/77Nnq/SvZc0lIACACQiipFO98FvhwS6C2icAgCUaEE4FnAAxYEnrmuuePbBvdJ5GSBK4HzMBs2Lja7lw07IqcXmeTUGxcOMWxVDZGIyEhFEntBMMkNTDDSQ6FNG6sam+0bMvrjdW7AQBJAIAlgBmq6nH5JrVyu9x1yPI8IAJAQGgHzMAM7GFWuucUuZOGxAYUuskBcA0YBgA2XkLqtE7FZxQOCqVkdGPjMhs49bFUNkYjISEUSe0EwyQ1MMOpAEnIWMuRyj0flG1+o7WxAgGRBAAQgrS4ppE2lljLNwXW7ZWtCWQPgVgQ/C8wDOwhIFsCcjK8CYPiY/okinM8QeAaYAZgNsYlEcjuNia//4z03EEAwMaDbwqWysZoJCSEIqmdYJikBmY4VSAJRNHaWHlo+zsVuxa3NR5GEogEgERgEcddPFRD6/bKdXutkiqr4igBAxIgwjGI8D+CAYCBAdgAGExONoXZXt8Cb3j3RL9CN1UzIrgeMAAwG+MiWZn5Q/IHnJ+VP5yENJ4LwPANwlLZGI2EhFAktRMMk9TADKcWREISjUf3VO39qHLP0tbGSjYukoVIiIAIFnHCxYNHxZ4KsX6f3FIqjjZQwkPXBTAIxICACAiACP8IZjAMwACMAECCLQFJios6u4OL3IFd3cJsr2MH4xn0DDDDMWxcZrZkUnrekC49z84qGGmpFOO5AAzfOCyVjdFISAhFUjvBMEkNzHAqIiGBOd5aW31gdeWe9xuqtrvxZiQLEQEQEQQBIcddjLtY04h7Dot9h0VJpTjaIOpbsCWGzW1oXIRjEI5jQPgrRjiG4XPIWnGSAlubTJtzs7yizl7PXLcgyyQpVhII2TVoDHyOj/GYOTktP6tgeE6viakde5AIsPGYDXxDsVQ2RiMhIRRJ7QTDDg2DfwAAIABJREFUJDUww6kLkZAsN95cX7m1cm+0puzTeGut8RIAQGQBIgIAAiIIBCJ2PTzaiPXN1BLDljZsjGFtE9Y2UVMbegY9D44hBEEsJacnc2aqSUvmFM1Jim3NWbZJTWZm8AwyAwMwwzFsPGYPyRKWtjO7de4xITN/WEpGIR9jPACGbzSWysZoJCSEIqmdYJikBmY41SESkmVMwo011VZsrj34WUPVrua6UjfeTCQACQEBAQARgAgQgZAR4RjPoDFgGP4DRCAEQYwIzMCMDGAMGIbjGBgYDBsDADq1s51VnJ4zIKtwVHKHXCE1H2Nc8H2OpbIxGgkJoUhqJxgmqYEZvinwOAGIbU1VTbUH6g9vaajc1lSz3403s5cwJgEAiASAgJ8DQDgO4UswfIGZgYGPMcAGySIhUVjazumQ1T09b3Bqxx4p6YVCauO5DAaYwfdvWCobo5GQEIqkdoJhkhqY4ZsHSSAKZs+4Cc9ra6k72Hhkb1PNvrb68lhrrRtv9uItbrzZmAQCAiIAwpfgYwDAkkkikGzJFKlTtd0pOaMwNaunnVUcSE4nkiQCAGyMC8zg+xIslY3RSEgIRVI7wTBJDczwTYaIAICESIiUiDXHW2vceLMXb0nEm91YY7ylJt5a5yVamQ0bj8EgCiRBZFkqVaVkBXSaFbBFIMmSKVJ3CCRnIgkwHrNhYGAAYPD9PSyVjdFISAhFUjvBMEkNzOD7AiICEiIB4DEMzMYAG2YDf8UACJ9DREIiRGJg4M8BH+OB77+GpbIxGgkJoUhqJxgmqYEZfF8D4csx+P4HsFQ2RiMhIRRJ7QTDJDUwg8/XnlgqG6ORkBCKpHaCYZIamMHna08slY3RSEgIRVI7wTBJDczg87UnlsrGaCQkhCKpnWCYpAZm8PnaE0tlYzQSEkKR1E4wTFIDM/h87YmlsjEaCQmhSGonGCapgRl8vvbEUtkYjYSEUCS1EwyT1MAMPl97YqlsjEZCQiiS2gmGSWpgBp+vPbFUNkYjISEUSe0EwyQ1MIPP155YKhujkZAQiqR2gmGSGpjB52tPLJWN0UhICEVSO8EwSQ3M4PO1J5bKxmgkJIQiqZ1gmKQGZvD52hNLZWM0EhJCkdROMExSAzP4fO2JpbIxGgkJoUhqJxgmqYEZfL72xFLZGI2EhFAktRMMk9TADD5fe2KpbIxGQkIoktoJhklqYAafrz2xVDZGIyEhFEntBMMkNTCDz9eeWCobo5GQEIqkdoJhkhqYwedrTyyVjdFISAhFUjvBMEkNzODztSeWysZoJCSEIqmdYJikBmbw+doTS2VjNBISQpHUTjBMUgMz+HztiaWyMRoJCaFIaicYJqmBGXy+9sRS2RiNhIRQJLUTDJPUwAw+X3tiqWyMRkJCKJLaCYZJamAGn689sVQ2RiMhIRRJ7QTDJDUwg8/XnlgqG6ORkBCKpHaCYZIamMHna08slY3RSEgIRVI7wTBJDczg87UnlsrGaCQkhCKpnWCYpAZm8PnaE0tlYzQSEkKR1E4wTFIDM/h87YmlsjEaCQmhSGonGCapgRl8vvbEUtkYjYSEUCS1EwyT1MAMPl97YqlsjEZCQiiS2gmGSWpgBp+vPbFUNkYjISEUSe0EwyQ1MIPP155YKhujkZAQiqR2gmGSGpjhnwDJAmYARhLGcwEYjkEkkmxcZgM+31+xVDZGIyEhFEntBMMkNTDD/zREaqopaajeZbxEamZRaqe+eJznxhqqtienFwaSM4AZ/goBGE42iCiEgM+x5xkhyPMMM8OXQURmhv8PiAgAzAynIJbKxmgkJIQiqZ1gmKQGZvg6SBYSAcMxbDxmD/4vRCILAOE4YxLAjCRqyj7bveqxLn0me4nWQzsW9j/rxxl5Qzy37cCGBfHW2qKhl8mkdGCGkxYiNjU179q1u6W1NRAIFBd327unpE+fXmlpHZgZEZkZPwfGMDN4niuEQET4G4gIAMyMiADAzACAxxlj4AuICACu6wKAEAIAEBEAmBmOQ0QAYGY4DhGZGb5AhPw5OAYRAYCZ4cTCUtkYjYSEUCS1EwyT1MAMfw8iUUvdwcYjexKxhkBSZnrOgEByOhsPkYxxG4/saa49wJ6bktk1NbuXEMpz2zYv+U1zzYERFz5ce2jT1mV39xpzc27fafvXzfO8WNHQy6xAChsPAJBEc11Z5Z738/pOCySnAzOcJKSUa9Z8+uzz8wYPGpiSkjJm9Mhdu/cOGTyoc+dOANDS0hIISGBsi7UlJyc3NDa+8MLLl1x8YceOWa7rAoA4rq2tjYgsy2qLxaRlAQAiAkBLa2tKchIzA6C0rJbW1kAgsHDxUmCeNm1KIh73PM91Xdu2XddFxLbWNkZI0srzDCG1tLbYto0IiYRLRM3NLcnJScyMiJ7nxePxpCRtDMMJhKWyMRoJCaFIaicYJqmBGb4KIhtTsXNx6aYFdmZxepdBZZtfT07L6zX2lpSMwlhLzb7Pnjta+klOz4nGi1XsWpzbe3LxiDmeG1//9g8Bcfh59x/YOL9s02t9zvxR89F9nhcrGnK5kJrZwHEkZE35ht0fPzzgnF8lp+UxGzhJSCk/Xrl6xUcrf/zD26xAoL62bumy98efPqak5MC69RsbGhvHjh29ZcvW2prasePGHKmufjbyouMMnHXpRT17dAeArVu3r9+w8VBFpZTWwAH91ny6Niszc/ZlFzc1NS949Y2jR2tycjpddunFdfX1y5Z/0NjQmJ+f99HK1XW1dTMvPH/QwAF/fvudxsamRDw+deq5jY1Nn3y6NpFwJ50zYbAz8LU33jqw/0BLa9vAgf0mTZzw9l8WHjpUkZGZfvHMCxqbml5/4+1EInH2WWc4zkDP8+BEwVLZGI2EhFAktRMMk9TADF8BSVTsWrIzeq9KyXYm321nFm1d/ruDW98sGnpF0fA5u1c9cnDzm7l9Jvc7+2fxlqOfvXlbrOXooEl3ZBWO2r9+XuWe5QUDLqgq+cjO7MrMUqV2HXypJbXnxpk9REKyyJI15Rt2ffTQwHN+nZyex+aYBDDDCU9KuXr1J5Hn5w0bOjgjI2PY0MFPPv3cDddf/fHK1Z9+uvaHP7x10+ata9Z8etMN16XYKdXV1XPnPj1r1kU9e3QXQkhpvbdwyaIly2/7zk3zX3k9HotfccWlzzz7wjkTJ2zZui0lJWXK5HOffua5om5di4uLHn5k7q3fublnrx4vvfyq53mzL7v49TfeIqJhw4Y8++wLN990HSIprVav+nTz1q3nTjr73fcWX3ftlc8//9LQoYPb2mK7d++5aOYFC155vbi4CAB27dp9/XVXWZallIITCEtlYzQSEkKR1E4wTFIDM3wZRHQTbZsX/+Zo6eouvSf3O/OHIMTujx8t3fRKdrdxhc7MrcvC8da6vmf8ILfP5Fhz9fp3ftZ0dG/P0Td0HXypG29urN7tua1IsqbsExSBpNScWEsNm0R2t3Gp2T2ba0oq934IgG3NVTUH13XqNtYKJJOlc3pO0HYnZgMnNinlylVrXn/jramTz03tkJrTudNTTz93zTVz1qz5tLml5eqrryg/WP7ii/MTCfeiiy5IT0t7+JHHr7lqdm5erjFGSmvhoqUHDpTddOO1L8xbIIguvWTmgw/NLSjM37Rp8/nnTXOGDFn47nt795aMHj1y0eJl37v1ZqX0vJdfYebZsy99/bU3S0pKi4u7bd+x6+Ybr9u2bfvKVZ/UN9QTiZkXnvfy/NfGnz72k08+mz5t8spVa3bu3t2zR4/KqqoRw4YOdgY+/ezzKSnJF88M5eZ2McbAiYKlsjEaCQmhSGonGCapgRm+DCLFWms3vPOTpiN78weGeo/7jjHu9vf/ULFzYeeeEzoXn7n9wz8wc/+zf965+5nNtQfWv/2jtqaqXmNvLhgQMuwKSyfaGkrWvSiEirfVNVRu6z3+tgPr57c1Vgye8tu2pqqyzW8Ccry1rrF6T3pOf7KUFUguGBhKTstn9uDEJqX86ONVKz5a+aMf3BbQgarDVQ8+/Nh11161evUnzS2tV82Z1doaCwSsP7/17q7de66ac9kjjz31reuuzM/PSyRcKa33Fi4pKTlw803XvTBvASHOuvSihx6eW1xctGnzltGjRk44Z+KzTz9LhP379V20ZNlt371Za/3iSwuYec6Vs5979oVt27cXFBQEz52Ynp72+z/ce/msS+rq6z/4cMU5Z5/1ymtv5uXmDhs2ePzpY55+9oVEwr3yilnMDIAALISY9/Irra2tt9x4fSwehxMFS2VjNBISQpHUTjBMUgMzfDk0JrH9/T8c2rUoK29Y37N+2NZYvfOjB5prDxQNu6JzjzM3L7qjuWZ/t2GzC52LDu9auvfTpwmtgZNuzywYBgCJtsaSz55TqZ3Tc/pvWnR7VuGIvuO/t/3De6tLPh523p9SO/ZAJBKBo+Xrd3/04IBJt6ek5Rv22EswGzjhSSnXfPLZxytX33TDtUqpmpraJ5+KXHHFpWs/W9/S1jrr0os/WfPpio9WNTU19enTa9rU4EMPP97a1jrrkpk9enQnwqXLPigtPXjNVbNfee1NIgpdMP3JpyK9evW0hHjzrXeyMjNbWlqvvWZOTW3Nh9GPb/zWNVrrFR+tfHn+q5ODkxoaGjdu2lxQkN/a2jZ1yqSlS99vaW0lIktYZ555+nMvzOteVNTc0jJyxPD8/Nznnn8pKyuTCIOTJh4+XLV23fr6hobRo0aee+5E13XhRMFS2RiNhIRQJLUTDJPUwAxfAVE01ZTsX/dic11ZSkYBiUDV3g+tQMqAib/KyHMq93xQtuV147mp2b1a6kpry9dn5g0bOOnXlkqNtxzZt/bF5LS8wkEz6yo2b1z4y7x+04qGXbHurR8QWYOCd0qVymxIyJpDG3Z/9MiAc36VnJbLbODkYYzxPE9KCQDM7LquZVnGGGa2LCuRSJSXH0KkgoI8y7IaGxsPHT6cn5ubnJzMzJ7nMbNlWa7rAqBliYTrEpG0rMrKqpra2vy83A4dOiQSCc/zpJQAwMwHDx4ChAULXh861Bk2bMjDjzwxfPiQCWeO33+gNCszIz09/S/vLCwtK7tyzuwlS5bt3Vfyg9u+3dTccvBgeYqdktslx3XdgwfLlVJ5ebmICCcQlsrGaCQkhCKpnWCYpAZm+GqIwnixeKxRkNz18SOH9ywrHn5l1yGzkAhRJNrqgU1b05EtS+9y4839JvykY+HIeGt9yboXk+zO+QNmIAo33rR79eOJtvoOnfrUHFxXPHxOes4AZgMASFbjkd1lW94sHjZH29nMBk4qiMjMcBwiMjMiAgAz43EAwMchIhEZY5gZABAAEJkZEQGAmRGRmQGAiBDRGMPMAICIzAzHCSGYefnyD9dt2BSQlp2aet6MKR2zsgDYGCaiPXv2vf3Oe4goiM44Y9zAAf2ZmYiY2RiDiETIDMYYOLGwVDZGIyEhFEntBMMkNTDDV8NjRMCLNZese/Hg1rfy+8/oNuxyEgFggyhIyObaAzui97Y0VPQae3N21zHMHrMxbkzIZEAAZkBkz22uPWCMm5JeYAVsZg/+Hz7GIAnw/WMQsbW11fO85ORkIYQxBr5ARPF4vK0tplRAKWWMgZMDS2VjNBISQpHUTjBMUgMzfBXEWGN17eHNRw6sMolYbr+pWQUjiAR/zmuq2V9bvq6mbF1SWm5+/+l2Vnc2HgDDMYjADP8GEQkQmA0ww3+EAAy+fxgiwnHMDP8eIsJxzAwnDZbKxmgkJIQiqZ1gmKQGZvgqiLXlG1vqSjt06mNnFgmpjXGBGRHdRGv1/o8RKC2nn07NQRRsXPD5/jtYKhujkZAQiqR2gmGSGpjhqyEJRGJjmA0Aw98gsgCA2TAzAIPP99/EUtkYjYSEUCS1EwyT1MAMPl97YqlsjEZCQiiS2gmGSWpgBp+vPbFUNkYjISEUSe0EwyQ1MIPP155YKhujkZAQiqR2gmGSGpjB52tPLJWN0UhICEVSO8EwSQ3M4PO1J5bKxmgkJIQiqZ1gmKQGZvD52hNLZWM0EhJCkdROMExSAzP4fO2JpbIxGgkJoUhqJxgmqYEZfL72xFLZGI2EhFAktRMMk9TADD5fe2KpbIxGQkIoktoJhklqYAafrz2xVDZGIyEhFEntBMMkNTCDz9eeWCobo5GQEIqkdoJhkhqYwedrTyyVjdFISAhFUjvBMEkNzODztSeWysZoJCSEIqmdYJikBmbw+doTS2VjNBISQpHUTjBMUgMz+HztiaWyMRoJCaFIaicYJqmBGXy+9sRS2RiNhIRQJLUTDJPUwAw+X3tiqWyMRkJCKJLaCYZJamAGn689sVQ2RiMhIRRJ7QTDJDUwg8/XnlgqG6ORkBCKpHaCYZIamMHna08slY3RSEgIRVI7wTBJDczg87UnlsrGaCQkhCKpnWCYpAZm+C9BBAYAhn+DxwAAs4G/hYiAzAzA4PN9JZbKxmgkJIQiqZ1gmKQGZviHIJJAJC/RysBEFnwOSVhsvHhbAyJKnQZ8jAcASJbx4m68KaDTAYDZwDGIRBYbw+yBz/dXLJWN0UhICEVSO8EwSQ3M8HWQLOPF6w5trClf7yVac/tOSe3Yg5mNF68u+fho6adCqnhrnVR2/oALUrOKGfho6Sc1B9cJmeQl2goHXajtbEB0483l29/pkN07I9dh48HJjIj4OARAImMMACAiADAzfAGPM8bAf4KIAMDMAEBEiAjHMTMAGGPgOEQEAGaGUxZLZWM0EhJCkdROMExSAzP8XURWfdWOknUvxFtq8vrNyCoYIZWNZBkvsWfNE4d2vNvVuaSrc9HhPe/viN6b3mXQwEm/bqzeve393xcOviS9y8ANf/lx/oDzu4+6xo01l6x9nizV1blIyCRghpNZS0uLUsqyLM/z2trakpKSENF13UQikZSUBMchYjyeSCTiycnJ8J/E43Fm0CrgGa6rr/Ncj4g8Y6QQMhBISUlBBERsa2tjgCStmRlOTSyVjdFISAhFUjvBMEkNzPDVkKya8vU7PvijkHrgpNs7ZPfy3JjxEkiirmLLxvd+DoiDp9yTVTC8cs/7mxbdkZTaedDku8s2vV6xc9HQ8/6VSKz98/dyek7sPvKaknUvWCq1cNBMIQLMBk5aiGiMeWn+q927F50+buyWLdteefX166+9Mj8/f9HiZS3NzTNmTPE8AwBCiDfefHvT5i3fvvmGrKxMz/PgC0S0ZNn7sbbY9KnBxqbmBa++fqi84mhNTXZ2x/y8vLr6+hnTpxR16+q67ssLXuvdq8eI4cM8z4NTE0tlYzQSEkKR1E4wTFIDM3wFRNFcV7pl6V0tdWXFI6/tkN3LuK3JaQVJHboAUl3F5o0Lf+ElWjt2Hd1tyGVVJR8d2vFe8bDZef2m71n1+KFdi4ef/0D94S171jzZY9R1TbUHVHJm4aCZiMTswUnOsqz5C147WlN7y03Xv/b6nyPPz/vRD747dszoP/7pgeHDhpx15njXdYUQtbW1j819uq6+bnJw0oSzzkgkEvAFIcRL819paW695uorPM9LJBIHDpQ9+9yLt9x0fedOneY++Uyn7I6XX3ZxaenBRx978lvXX52fn2eMgVMTS2VjNBISQpHUTjBMUgMzfDk8Zu9nz+5f+4JKzurc8+zW+oqjZZ+kZBT2GnNzRq5jvMSulY+Wb/+LcWMqJTuQnF4wIJTbdzIANB3dt++z51VKppdoS07PjzVVJ6Xld+k1EUkIKwkRmBlOZpZlbdq85Y033/7ut298ef5rdfX1eXldzp008bHHn7726ityu3QxxkjLWrlqzbYdO7t2Ldy+bccNN1wjSDAzHCeEmP/Ka60tbVfOucwYI4QoLS178unnvvudm3I6d1q5as3CRUt/+uPvrVy1ZsvWbTd+61pCZDhVsVQ2RiMhIRRJ7QTDJDUww5dC9OItG977RV3F5tze5/Ye91033rR5yb/Ulm/IH3h+3/G3NR4tObjlz16ixY031x7awMZLzijsc/pt6TkDANh4CeMlEm31ZZtfl7qD58WNG0u0NeiUTt2GXkaWAmA4aRFRQ2PjQw8/PnbMqE2bt44cMTQaXTlixNAtW7fdcP01lmUBADM//sQzKSkp3bsXv/LaG9+/7ZbCggJjDDMDgBBi/iuvtba0XTnnMmMMEZWWlj31zPPf+faNnbI71tc3/Om+By84f/rqNZ/26d3rzDNOd10XTlkslY3RSEgIRVI7wTBJDczwZRCptalyw9s/aW2s6HHa9V2HXJZord2y9K4jB1Z16TO1YOAF25bfk2hrGDzltykZhRW7luz79JlYS02hM7Pn6JuAmYTV1lS1b+2LqZndWurKqg+sHjz57tqKjbtXzR006Y6OhSONceFkJkhEnp+3b19Jt6KuF5w3/ZHHnmRmZ9CA6dMmJxIJRKypqfndH+4rKMizbXvDhs3nTpowY9qUWDxORAAghJj/ymuJeOKqq+ew57quV1pa9tQzz3/n2zdmd8wChufnzT9y5Eg8Fr/qqtmdO2V7ngenLJbKxmgkJIQiqZ1gmKQGZvgyiBRvqV3/7k+aju7vM/7WwoEXNh7Zs3Hhr1obDvU54/vGS+z48E8Z+YMHTfpNIDnTS7RteOcnteXreoy+oatzKSC2NVaWfPZcWpeBWfnD1r/z40BSphP8l4Nb/7z302cHTPxV5+7jjOfCycyyrE8++ew3d91zy03XT58+5dHHnlq67IM77/h5//59P/zwo/LyQ7Zt79y1++abrg9Y8qOPVy794MOLQhes/Hj1JZdc2KFDKhG9NP/VtWvXjxk9KiM9ffz4saWlBx9/8pnv3XZLdseORLRly9Y7/uWesyec8a3rrubj4JTFUtkYjYSEUCS1EwyT1MAMXwn3ffbs/nUv5vWb3mPUdfvXv1y66dXcXpN6jLmp7vCWrcvutizdf+IvUrN7HS39ZOeK+1M79up75vdVSsfm2tL9G+Zn5jpdep8bb63btPBXSLL/2T/ZEX3AbasfOOn2QEoWsIGTGSK2tLRs3bajR/eizKysikMVhyoOD+jfVyl18GB5Y1OTVkpKmZ+fBwDNzc37Sg5kZ2cdPlzVp3cvpQIAcKji8LZtOxKJeFpa2mmjRsRisf37S4u7F6lAAADi8fiWrdtyc7t0yckxxsCpjKWyMRoJCaFIaicYJqmBGb4CIrnxlvLt79RVbArodM9ty8gfmtPjbCEVG/fIgTWHdy0FJJWSlYg1pnfu17nHWZZKNW7s0K7FUtmdu5/JxiBiTfmGyj3LdGpOoq0xr9+UlIyubDw4+SFiICATCdcYI45LJBLMLIQgQmYAZtfzAAARLcsyxiMSrusyMwAIISwpAYCNicfjiGhZluu6zAwAiCil9I6DUxxLZWM0EhJCkdROMExSAzP8HYhEViLWZNw2qdNIBIxJADMAEEnDXqK1DoClTiMRMCYBzABAQgKzMS4ch2R5iVY30aySMgGRjQc+379hqWyMRkJCKJLaCYZJamCGr4NIAMDAwAz/Dh4DAMwMwPB3ICIgMwMw+Hz/DktlYzQSEkKR1E4wTFIDM/h87YmlsjEaCQmhSGonGCapgRl8vvbEUtkYjYSEUCS1EwyT1MAMPl97YqlsjEZCQiiS2gmGSWpgBp+vPbFUNkYjISEUSe0EwyQ1MIPP155YKhujkZAQiqR2gmGSGpjB52tPLJWN0UhICEVSO8EwSQ3M4PO1J5bKxmgkJIQiqZ1gmKQGZvD52hNLZWM0EhJCkdROMExSAzP4fO2JpbIxGgkJoUhqJxgmqYEZfL72xFLZGI2EhFAktRMMk9TADD5fe2KpbIxGQkIoktoJhklqYAafrz2xVDZGIyEhFEntBMMkNTCDz9eeWCobo5GQEIqkdoJhkhqYwedrTyyVjdFISAhFUjvBMEkNzODztSeWysZoJCSEIqmdYJikBmbw+doTS2VjNBISQpHUTjBMUgMz+HztiaWyMRoJCaFIaicYJqmBGXy+9sRS2RiNhIRQJLUTDJPUwAw+X3tiqWyMRkJCKJLaCYZJamAGn689sVQ2RiMhIRRJ7QTDJDUwg8/XnlgqG6ORkBCKpHaCYZIamMF38kNEZoavgIgAwMzwPw0RmRn+v7BUNkYjISEUSe0EwyQ1MMPXQBIWAAIwILFx2XjwnyASkgV/g9lj48F/hPA5hr9CQABm+FuIwADA8LcQgQGA4W8hAjN8DuFzDP9bEBEAmBmP4+OIiI+DLxARAPBx8A9DRCGE53nMDP+YeDwujoMvk3BdBLAsC/4rLMvyPI+Z4asZYxDRsgQAep4H/x0slY3RSEgIRVI7wTBJDczw1RCJ2TQe2dNcV+rGmwNJ6R069krq0IXZwN9CdGNNTUf3sXEBEY5h1qldktK6ADP8FZKwjPEQPsdsABGBjEkAACIBIpHFzJ7bJiwNAGxcAEAUSMJz25AsIgsAjEkgCgBg4yJZAAwMDAzAwAz/fMwcXfFxYUF+z149Dx06tGr1JxPOOiMjPX3L1u0N9fWjRo1gZgAQQqxdt37fvv1TJ5+blJxkjIF/j4gQwRg+BhGZGQAIsS0WLz90qCA/X0oLABARAJgNM+DnABGN4WMAQAiRSCQef+KZkSOHjRo5wnVdImI2xjAAEJEQNP+VN6SU58+Y6nkeACAiABCiYQYAIjSGj0FEIuLjjDGlpWXZ2R1t2+bjAAARmRkAEJGIYrHYW2+/N3zY4LT0tObmlrzcLgDAzACAiADAzPD1WCobo5GQEIqkdoJhkhqY4Ssgohtv2b/+5Yaq7V16n9tcW1q25fWUjK69x303rXNfNh58AUlW7Fy4c8X9xriIBMAA2Pv0W3P7TGbjAgAixtsaK3Yuqju8RSq70LnYzipurS/f++mzxo11H3GVnVXsxpur9q2or9yWaGtApJxek7IKhiOJppqSQzveizcfDSRnJXXoEmuuTkrLl8quLvnIjTXl9J6kkrPYuAaGAAAgAElEQVTKt74lAinFw+cEktKYGf7JiOjJpyNa66uvnP3ue4sfemTunXf8YtiwIQ8+NDe3S84F5093XRcR4/H4Aw8+tmfv3m/ffMPgwYMSiQT8DSKqrj5SW1uXn5+rtY7FYklJ2vOM67plB8ufe27eVVfN7ta1kJnLysoBoSA/DxFd121oaKqrryvIz1cqYIwpL69w3cTrb741buyYcWNHHz1aU1FxOLtTx8yMDACoqqpubm5Z8dHKlJTkmRee73keAHieF4vFK6uqcjp3NsarqjqSl9dFKdXY2FhxuDLVtnNzu9TV1T348Nxzzj5r+PChnjGCPpdIJIQQAOC63uHDlWlpqRWHK7vk5Kz4aGVZ2cE5V8ySliUDASJyXdcYI6WEr8dS2RiNhIRQJLUTDJPUwAxfgYSsPrB603u/TE7LG3b+/W68ef1fftJcd6DX6Ju7DrmEjQd/hcYk9qx6gtkNJGewMcCMwurSa2JyWj4wwzGIiVhDc23ZnlVzaw6u7XHa9cUjr6naF9208Nc6tfOwGfdaKmVH9P7a8nX9zvpxW1P19g/+2KFT7yHT/tBce2Db+/cAYL8JP0HATYvvSLTU9T79u1kFIw5serV044KUjG5ZhSMO71pi3Lgz5beZ+UPZuPBPJqVcuWr18g9WfP/WW+a9tGDrth1jx4w6Z+KE+x58dNYlM3t0L/Y8T1rW5q3bli3/oGPHrHgsceWcy4wx8AUh6JNP1y1b/kGqbScSifPOm7ZgwetTp55bUnKguanZAL/xxtsjRgy9fNbFK1etKTtY7rpucfei8WPHPPTw3NQOHWpqa3r16HH1VbMXLV76/gcr0jp02Ld//803Xt+5U/YL8xak2ilHa2pmX3Zpc0vzc8+/lJmZsXdvyeTgOReGZnieOebJp5+rqqpGxFgslpebc7D8UF5e7uWzLnn7L+/W1dcfPHjogvOnJxKJBx+eW9St66xZM1d+vGb48KFDhzhzn3hqzGmjW9taX33tzzk5nSZNnLD6k08H9O/33sLFpaUHp0w5t6qqauDA/mefdeazkRc7ZmdNnXyu67rwNVgqG6ORkBCKpHaCYZIamOErIInWhor96+Ylp+V2HTLrSOmaLYvvFDKp34SfZRUMZ+PCcYjUVLv/0I73iodfZQVSEImEZPbceEtD1Y5EWwPgMSI9py+i3LT4zqNla3qOvqHb0MtL1r6wd/UTHbudNnDSHeXb3t710cOdepw14OyflW97Z8eK+zp3P6vnmBu3f/inmtI1PUbfWDT08vqq7Rve+SkzD5l6T1rnvns+eXrfp89kF40rHHThtuW/twL2wEm3J6flMXvwTyaEOFxZ+djcp2eGzlv2/ofFxd327i0584zTFy9ddsuN1yclJTGzEDR/wetSyr59e897+ZXvfffmjIwMYwwAIKLrun+676Gioq5Dhwx+JvLCedOnGs97acFrWZlZN99wDSM/8UTktltvPnq05qFHHr/kolBLa+u7CxdfPuviF1+cf8MN17Ixkedf+tZ1Vz7+VOTCC2Z0Ly6+5/d/mjF9yt69+yoOV54/Y+qbb73TsWNWU2NTXl6X82dMu/eBR3JzcmbOPN8cd9/9D/fu3euciWf96va7LwxN71pY+PCjT3z7lhtSkpObm5vffOsvSqmr5lz+h3+9//wZU/v27f27P9w3dsxpI0cMu++Bh88cP76hoeH96Ipf/uxHiPjHPz1w3vSpVdXVJSUHrv/WNYsWLtm4adMVsy979NEnLp01s3fPnq7rwtdgqWyMRkJCKJLaCYZJamCGvwMJjNtUU9JUW1axcxEiFgwMZRUMByAkAmA2HpJVtuWNmrLPktMLG4/sliq1c48JnYrGtDRUbF70m+a6/QCo7U7O5LuYYdN7v0jEGgec8+vM/KHblv+uYueiomFzug2+ePPSu46UrskuGpfasXtD1a6UjMLCQRc11ezbsuROIjlg0u1ZBSPKt/55+4d/Su3Yc/DU3wqptyy5u6pkRfHwK4uHz2muKyMR0HYnAIZ/PkRk5rlPPMOGLWlNnxp8JvJix6zMtPS0Sy4KAYAQoqGh4e7f/jE5OTkzM33tuo3XXjV7/PixxrDruojY1tZ25133ZGZmdumSY4w5+6wzdJK+7fs/dQYN+NEPbj1YXv7008/feuvNBw+WP/jQ3BEjhhJRVlZmvz59Xl7w2i03Xd/c0vLscy9ePPOCF158+VvXX5OX2+XBh+aOGjViw8ZN+w+U9uvbx/Pcgf37vf9hdOyY004/4/R5L7xMRDMvPN8c99DDc08bNXLoUOdf730odMH0rMzMRx578uKLL1i8eBkCVlZX9ygunn35JX/41/tnTJvSv3/fP/7pgXFjR582avi99z88fty4hoaGPXv3XXftlbFY7L4HHpk+dXLF4cP795def91V1dVHHn3syZ49e1RVV9/4rWssy2Jm+BoslY3RSEgIRVI7wTBJDczw9yCbROnmN44cWNVSW5ZVOLJ4xJXJHbq4ida6ym0BnW5nFjO7pZteFZZOy+l3tGzt/rXPk6X7n/Xj9FynoWqH8eLALALJaZ37VZWs2L789ykZ3ZwpYWEFNrz7i4aq7f3O+klW4YiN7/2y7vCWLr0mFQw4T3fIVckZnhur2LV0Z/RebXdyJt+Vmt1zR/T+0k2v5PaZ0vfMH8Zbatb/5cct9eX9J/w0p8dZzAYAmA38b7Esa8nS5Y8+9tRlsy66MHTevfc/sm7Dhtu+fdPIUcO3b99ZV1vPbN5btGT25Zcmaf3BhysqKisvn3Xxju27Ro0anpSU5Hnew48+kZeXN2NasKW1NRAIzHvpFTCm/NChSZMmFhd1u/+BR6679spAIPDIY0/NueLSbl0L4/FEQ0PD3MefvvW7N7e0tj71zHPfuvaqZyIvjBwxvGvXwgceePSqKy+vOFy5/8CB666Z43peQMoX5s0HhmnTgvc/8OhgZ+Cll8z0PM8Yc9/9D582auSIEUPv+f19F808r2NW1iOPPTl+/NglS5f/4LbvvPWXdzzPXHv1nLvv+eP4cWPHjT3t0ceezO6UPcQZdO/9D193zZV1dXU7du666cbr4vH4H//0wHkzplVXV69bv/GG669JSUmOPDdvydL3r7/uyrPPOiPhuvD1WCobo5GQEIqkdoJhkhqY4SuQkIBkvDiwcePNmxbeXlO+PrfP5H5n/uDQzkU7P34oOS1/4KTbUzOLjJdAJBSypa5sw3u/bKzeVTT08h6jv4UoABGO4WNMydrn9655MiNvSO9xt9ZVbNz36bMo5KBz7+zQqdf2D/61fNtfsruN7TP+NkSq3Pu+sHQgKWPr8t+SkH3O+L62O23/8N7G6t3dR11bPPzKmvJ1mxb+SojA4Gm/s7OK2Xjwv4uIKiurXpr/2pTJE/v27bt69SefrV1/2aUXZWZmrF7z6eHKyrQOHYQQZ4wfBwDl5Yfe/3DFwAH9Nm7cPH3alNTUFEQqLS197Y23Y22x9Iz0M8aP27hx07SpwV179pYeKDt30tkLXnmj/NChq6+8vGR/6fvvR4Ul+vXtPWb0qA9XrDxn4lnxeCL64UfB4MQ9e/a9/sZbaelpnTpljx41MrtTx/kLXqusrNZanT9jakpKSuS5eQzQpUtOv769hw8bwszGmMVLlnfvXlTUreu77y0ePnxIamrqsmUfnDZq5NJlyysrqzMzM3r16nHGGae/++6ij1euuWjm+clJ+sWXFqSldcjOzh4zelRLc0vF4coJZ413XXfhoqVDBg+yLOuZyAsF+XmXXjJzw8bNTz/93G/u+Hl2drYxBr4eS2VjNBISQpHUTjBMUgMz/GeIbLzK3cub68ry+03THboYN7Zx0a+PHlidVXjaoEm3V+3/aOeKB1MyuvY/+2expsp4a11W4WlSpTQdLdm06NfNdWU9T7uh65BL2HjwBSTryIE1O1fc57ltWQUjrUBK+fZ3OnTqM2jSrwMpHZuO7Nm98tGGqp06LTeQlJGe0z+/3zQG3PXxQ9UlHyd16JxVMDLWWnekZGVyel5unynMXslnz9pZPQZOut1SNjDD/zoiklK6rut5nmUJIax4PM7MQggiYmYAcF0XAIjIsoTneUKIRMJlZgAQQhhjmptbkpOTxOcokXDpONd1AaCtLaZUwLKstraY67opKUls2LKshOsCgGVZrusSUSwWIxJaK9d1mZkENTU2KaUsywIA77jk5GTvODhOSul5njFGSul5HjNbluV5HjPHYrGUlGRmcF2XiNra2qSUlmXF43EiUkq5rouIhJhwXQCQUnr/pz04ga+qOhcF/n1r7XXWSrKTkDmBEJKQkBADW0BABuXixFYcbre2eOtcy1Vah/uund6zaulrT399HXz31mrryL5aa50HWhFQYKuIAjKPISQxATKHDCfDOXuv7yJ99tmfYtW+vqO3+/8PAgBIJBKadGpK6gvLX2xsaLr++mvh4yIhTfRch3PJhLLsKBMKiOADkPGRWOe2F2/t66ibdNZtoyeee/TIzm0rbh0Z7K6cdX3JJEdrf/Boi1DppPXbL9wSH+q2zo3mjp3euPXxuvW/TB01tvas75o55aQD+D+QdOJo667hgfa0rHGpGaMPbnJbdj43/tTFpSdfSqQRWeAPD/a2+PFYSnqRNHMRkIC0H4/1NAJgWlYJIBvoagCglIwx3BCkA2Sc8Qh8buFxdBz8OTwGQBMBAB6ntYYPg4gAQETwHsYYHQcAiAgARAQfAyICABHBexhDrQkAEBEAiAhOABEBgIje2PBWdlZWzcSqQGv4WEhIEz3X4VwyoSw7yoQCIvgQSNo/uMk9tOf346d/JSWjsGnr7wa6G0bXLCw9+Z+4UECAjAFBkBjc99pdnc0bJsy+QQfxhk0P80hK5awlOcVTiTS8BxmPdTdtfuFfgaj2rO8S6V0v/zAjr2ri/G9FUrKANByDxzA4ho7R8Ed4DAMA0hoAkDEAINJAgAgEAEQQ+iwxDIOIgiCAj4uENNFzHc4lE8qyo0woIIIPh6T9rpbNA50HgmAkokZlj52ellWCAEQa/gRR+yPdh7YMdNYHQTxtVHHO2BkyNVtrH94HEf147ODbjx5teTuSmo1cmFllxbUXyrQc0gGE/q6RkCZ6rsO5ZEJZdpQJBURwQsgYB2RwHOmAKIAPQmTIARm8i0gHRBo+CBEA4oPdQWLIiKTL1GyigEhD6O8dCWmi5zqcSyaUZUeZUEAE//8gMgaAQJpIQyj0LhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACD4uBAQggr81RCAAIAj9XSAhTfRch3PJhLLsKBMKiODjIdKkA8YF/I1pnUBgyDj8VRAQjkEAIgAg+BNEBCA4jgCAIJRMJKSJnutwLplQlh1lQgER/CWIjBmyu2VzIh7LL52jgwQAwd8AMgMQDu95MWv05NTMsTqIw6cVJIaINCIDQGSccQHv0X6cSAOQ1j43JOMRCCUTCWmi5zqcSyaUZUeZUEAEHwmZER86OtBZ11a/jhlydLWdljUOkQMQAAICAgIAAQER/AkivB8BAMGJISIgGzx6qK9zb+u+1Xllc7KLT0lJLyDS8C4EBAQEAAICIvi/EBAQEACICIAAkEC31a1p3vHUcKxDB35+2ZzquTejIRCNvvbde9b+bDjWzrnKHTezqGpBZsFEIoJPhXNORFpr+CQMw9DHwV8BETnnQRAQEXy+kZAmeq7DuWRCWXaUCQVEcGKIrOfI9kO7f582auxAd6NQ6T2Htow56cKxtV9AZATaHxmID/dyHomkjGKGJK0BCABI+0Qa/gSRMQEnhAC6ZdcL/Z0HZFruUO9hIj3Y21x12s2jCk4CBNI6MdybGOk3RIpQmYxHiAIAQMaByI/H4kNHGReR1GzGBekAAJGxuvX3HD2ys69z/6iC2knn3BFJzQr8kYaND3U1bxroaczIq5qy8MeGNEn78KkgQn19Q2paalFhIRHBByAiEcGfQ8Q1a72iosLamokJ32eM0XFwHGNIBEQExyEiABARvA9jSAQDA7EdO3dNnlRrmmlaa3gPIgIAEcHnBglpouc6nEsmlGVHmVBABCeAzBjsbdmxcmlWkVV2yhXNu55PG1W8c9UPMgtrpy78ceAPN217fKi/NZKSdfTwVsblWOuSgrLTkRuDR5v3vfrvwwNtyDgAkPbzy/+hbPqViAyI4AOQGW0H1ux//a6aM77DeGSot3nwaMvBjW7l3K+XT7tqoLv+0K4XgmAECHsObVbpBWWnXJNVVAuAg70tLbue6+84kJpVEutpMkRK6dTLRhWeBAB+fLB+44NGxGze/qQ08ycvWGrmjG+re7nn0JbhWFdH46vFtf9YNedGeBfBJ8cY6+7uue2OH5SUFN/y3240jkskEgBgGIbWmoiGhobT000iSiQS8B5EvO/+ZRMnVp1xxj8Evh+LxaSUnHOtNWMsFhtUSjLGiEgIEY/HA9+PSBkEAQAgImNscHBQStnf37/hzY2zZ83MzsmBY4ji8ThjLB5PaB0olRIEPnw+kJAmeq7DuWRCWXaUCQVEcAKMiY6m9TtW/c+M/Or80tnx4b6iarutbk1a1tj8sjkHNz184M37SqdeXn3aTfVvPlC/8cHUzOIpC3+cOmrs4b0vNm55jAsFf0RUXHvR6OpzAQg+iICA6tbf07Lz2TEnXWSIFDO3XKbld73zVkHFvJT0wu0rv9fVvHnKeT/KKZmxbcVt7QfWFFScUXvWrYO9h/as/clAd1P16f8ypub81rqXd67+fnpO5WR7qTLzB7oamnc8k1MyfY/3cyCw7O+r9KKDGx/MK51zcPPD/R37q067qfiki0j78KkYhrF2nbdp09aBWOzKyy/NyMhYufqVheeeE4lE/rBi5aSTaja8uenQ4cNDg0MzZ05fcM6ZiEhEAICIDy17ZOLEqlOmTXns8afqDzakpaQsWnRJbk7OE08+09rWlpKSeumXHCJas+7V7q7utvaOCy8875SpU7TWQRC8+OLKvfvqSstKTp87d9PmzVOnnLz8Dytaj7RlZY264vJLDx8+snLVK74fzJg+be7cWUQEnwMkpIme63AumVCWHWVCARGcADIe63ln5+of9nXsNQyFPJKeW1FifSlv3KkA0LTtieYdz5RMvnjclEUH3ri3ccujMjV3ygU/SUkvrN/4UH75vFGFNVr7pAMizZgRJIb8eAw+gPFIJDW7df+qvd6dgT/MWIRHUnJLTh03ZZGZXR4f7tu77mexnsbqebdk5ldtffHWzsY3xtRcMGH2kj3r7mytW1U44eya+d8yRErP4W3bVnxXB4nJC76fVzqr9cC6/vY9hRVnbl+1dLi/teaMbw/1tUVUempm8faV3wOASWffnl08VQcJ+OQQ0ff9X9/74Pz583bs3GUY/IKF5/74J3cuPHdBRkb6k08/d7I1ue5A/T8tuuTuX91/4fnnTZ06OQg0HIeIDy17pKamuq+vb8fO3ddec+XK1a80N7dct/iavr5+KeWyhx+tqa6qrBz/8zvvuv66a1tb2zZv2XrLv9wgpWxvb//Znb+47MuXVk2oaG/vuPf+ZV+7/qtpaakrVq6ur2/46leuvPf+ZfNOm5Oekf74E0/feMOSgvxcrQk+60hIEz3X4VwyoSw7yoQCIjgRRNLBQFf9kX0ru5o3+vFYYqhXZRRNOuf2zPxqPz44EusyZFpn4/r6jcu0PzJ20sVl0y6L9bzTuOW3OSXThwc6DENljZlq5pQCUdP2J9sPrEHG4X209vPLTh835VLtD3e+81Zb3Su9bbu0TvjDfXllp5905neYoeJDPYnhPpmW09n4Rv1bD6SNGjdh7g2k/S3Lv50Y7p0w52vFtV9AxPaDr+58+YeIfPKCpTljpzdtfYyJlPzy07avuKO3bVd++elCZVbM+Epb/dq9r/5vM7t88oKlKRlFpAP45AzDqD/Y8G//dvfMU2e0trZ2dHTeftt3XnppVc/R3vR0EwgqKsqXL18xa9aM19dvuPrKy8eNG0tEQRAAACI+5D5SPaFyz779o4sKL7zogr279/7HI7/9+pLFr63f0PxOS0Nj0xnzT584seqJJ5/91jdurj/Y8NQzz998w5K0tFTf9595bvnWbTvsc84sLyt9cNkjX1vyVQS4+1cPXLroYtM0ly6NTphQaQjjaG/v4muvLizI11rDZx0JaaLnOpxLJpRlR5lQQAQfBhnv76w/sOG+7DFWUZXdtP2JwvHzG99+tKt5Y+3Zt+WXnZYY7u1t29V96O3h/va0nLK80jlmVikgHt63or1+XXbx1MGjza11rxiR1Kq5N+aVzYl1N8eHegAR/pwy83sOb23dv6p06uVcqK7mjdnF03at/oGQGVPO/19CZSAz2g++1rzzqYHO+uziaaXTLs/Im9DR8Pr2ld8DwMnn3JFbMoOI6t96sOHt36Rnl1sLozIlq+6NX+WVzRlVNGnn6mjbwbUqLb/27NuyCmt3r/v5oV3PFVTMr5n/bW5IIg2fHOf86Wee37e/buaMU+LxxMsvr7nsy4uys7N+ec+9nBvXXHV5e0fHC8v/MGbM6NmzZk4/ZVpXV/fw8HB+fh4AIOKDyx6eWF3d2Njo+8G1i69Zt8Z77fU35syeufrltTffuOR3jz9VWFBQc1L17x5/+pu33NTQ2PT0M8/ffOPX0tJSfd9HZI1NTffdv+wfLzr/lTXrvnL1FSteWp2ZmfGlRRcfbjn80zt/cfUVX54wodL3E4ZhICJ8DpCQJnquw7lkQll2lAkFRPBhGDNa69fseGlpdvHUilP/ubtl89hJF+9//a5YT9Oks28fiXU0bXtSB8MpGcVpmcVMKB0k0vMrM3MnDA20Mx5RZm588OiOVUs7mzYUVMyvPfNWZkTgQyCQ3r3upy07nq2ae5PKKESCzKJJW5Z/I2fszMpZ1yE3SPsjsa74YPc7259srXs5u3ha7Vm3jsS6tiz/ph8ftM77YX7pnP7O+m0r7xjsbqqcff24kxcN9rbsf+3uytnXpWYW7/XubNn5bOm0KypO/ao/Etvy+2/3tu4sn35N+SlX6SAOnxwixuPxe371wLx5c2fMnA5aP/Kbx4JAL/qS89Of//vI8Mj/+O/f2PT21qeefLZ8fFl//8CZZ8wbGBioq6u/+qrLOWcA8JvfPl5dVZmXl3fffQ9lZGb09vV94aILCgvy7vn1g2PGjG490jp37uyK8eXPPr/860sWv9Pcsnz5iuv++Zq0tLSOjs7Hn3h6ZGQEABaet+D3L660F5x91y9/nZaWWlw8+ouXOG9seHP79p0F+fmZmRkXOxdFIhEigs86EtJEz3U4l0woy44yoYAIPgwixod769b/ejjWYWaVBv6wMvOH+9vGTr44kpr19nP/2t+5n4tUACAdEAXMkLVn3ppbMmNksDslvRAZDxLDu175UftBL6/stEln34bcACL4AER+tHVH3Yb7UjNHk/ZT0ov8eMyQaSWTv0g66O+qTxtVotLzOZeNWx+rW383F6knL/xRZn5Nw+ZHmrb9Lr98XmHF/JbdL/R31pVMvmR0tT3QdfDQ7uUdDa+XTrusuObClt3Lu5s3Tpz/TR3E2w96DRtdPzFUXHN+6bTLlFkIQPDJEVEikRBCICIAaK1935cykkj4RKCUfPiR3wZaO1+48Jlnnh+IDS6+9qogCCKRCBzn+z5jzDCMvr6+lkOH83Jz8/Jyiairq7u3r6+wID8SiTDGfN8XQmhNQeALIQCAiDo6Onp6ektKilNSUhKJBOd8ZGQkHk8AQHq6yRg7dOhw/8BAQX5+VtYo+HwgIU30XIdzyYSy7CgTCojgBBCZnxjq79h/eO+LyizIHXeqmV1qRNLiI31Hj+ygIAHvIQDGRWZuVcOWRzvf2VAxc3FR9YL+zgM7Vtwe62mqmL1knPVF0gGcACIbiXX1HN7SemBNQcX89JzxadlliOzgRrdh83+UTL64ctYSRNj76i+adzxl5lacfN6PlJmv/eGjbbv72vYCUERmZhTWmDllOkj0te0ZjnUiMmQ8q2iy1r4O4inphQM9TbGeRgQEQAAwc8pSMsYAEHwqiEhEcBwiAgARISIAIOL2HTtffmUt5wbn3F5wVsX4Mq3pGDgOEYkIABCRMUZEWmsAYIwBABEBEBEgIhEBACISERzHGENErTURISIR4TEABEBEAMAYQ0StNRHB5wMJaaLnOpxLJpRlR5lQQAQnhsgJdOPbj+aVzs3In6D9ESINiIxHEBDeDyFIDO9Z+7NDe5ZXzb2psPKMAxvuO7J/dVH1gopTF0dkBpGGE2OGjHU3tta9Ujb1y8yI6MBHZO9sf2r/+l+Ombiwcvb1HY3r69bfww1ZOWtJ/vjTSQeAyJhBpIk0YwYQae0DAOMCkQEgAekgjoCASDpAxpEZCAjvIq190gH8bTDGhkdG4iNxpeQxQRBA6IRISBM91+FcMqEsO8qEAiL4SETBUN8RZeYzQwIRfARkIwPth/e9FB/qCRLDfjyWO+7UgvJ5RiSVSMNHQ/RH+hPDAykZhVLSOtUAAALnSURBVPBHiH481rpvVX/XAcYjI7HO1FFjCyvPNLPL4V0En22ICMcREYQ+Cglpouc6nEsmlGVHmVBABH8JMoN0AEDwlyByAPITg0SaG4rxCJAm0vAxICIgIx3AexAZIAbxIa0TjAtuKESmtQ+h/1JISBM91+FcMqEsO8qEAiL4fw4RjiEAIPjrIcIfEUHovyAS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0kTPdTiXTCjLjjKhgAhCoWQiIU30XIdzyYSy7CgTCoggFEomEtJEz3U4l0woy44yoYAIQqFkIiFN9FyHc8mEsuwoEwqIIBRKJhLSRM91OJdMKMuOMqGACEKhZCIhTfRch3PJhLLsKBMKiCAUSiYS0sQ1D5zHuWQiZerCn7KIAiIIhZKJhEzHjsb1iAwZzyyoRcYBCEKhpEJm/CevCb76hiOA/AAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "full_page_image",
"confidence": 0.2760450541973114
},
{
"class_name": "calendar",
"confidence": 0.14867283403873444
},
{
"class_name": "other",
"confidence": 0.10336731374263763
},
{
"class_name": "pie_chart",
"confidence": 0.0969841256737709
},
{
"class_name": "page_thumbnail",
"confidence": 0.09522009640932083
},
{
"class_name": "table",
"confidence": 0.08982972800731659
},
{
"class_name": "logo",
"confidence": 0.0632205381989479
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.037990134209394455
},
{
"class_name": "icon",
"confidence": 0.023130198940634727
},
{
"class_name": "flow_chart",
"confidence": 0.01916876994073391
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.011039074510335922
},
{
"class_name": "crossword_puzzle",
"confidence": 0.010660911910235882
},
{
"class_name": "music",
"confidence": 0.0035337957087904215
},
{
"class_name": "engineering_drawing",
"confidence": 0.003218127181753516
},
{
"class_name": "chemistry_structure",
"confidence": 0.002992017427459359
},
{
"class_name": "stamp",
"confidence": 0.002695576287806034
},
{
"class_name": "geographical_map",
"confidence": 0.0024120165035128593
},
{
"class_name": "photograph",
"confidence": 0.002386726438999176
},
{
"class_name": "bar_chart",
"confidence": 0.0021903200540691614
},
{
"class_name": "line_chart",
"confidence": 0.001920755603350699
},
{
"class_name": "scatter_plot",
"confidence": 0.0014419184299185872
},
{
"class_name": "signature",
"confidence": 0.0013679066905751824
},
{
"class_name": "qr_code",
"confidence": 0.00024698811466805637
},
{
"class_name": "bar_code",
"confidence": 0.00019286446331534535
},
{
"class_name": "box_plot",
"confidence": 3.995922452304512e-05
},
{
"class_name": "topographical_map",
"confidence": 3.2302432373398915e-05
}
]
}
]
},
{
"self_ref": "#/pictures/13",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.23097606003284454
},
{
"class_name": "table",
"confidence": 0.22965943813323975
},
{
"class_name": "calendar",
"confidence": 0.12151431292295456
},
{
"class_name": "other",
"confidence": 0.10387947410345078
},
{
"class_name": "page_thumbnail",
"confidence": 0.0907541885972023
},
{
"class_name": "flow_chart",
"confidence": 0.07721768319606781
},
{
"class_name": "full_page_image",
"confidence": 0.04674288257956505
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.021748678758740425
},
{
"class_name": "icon",
"confidence": 0.02098679170012474
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.01116160023957491
},
{
"class_name": "line_chart",
"confidence": 0.009907220490276814
},
{
"class_name": "bar_chart",
"confidence": 0.005080402363091707
},
{
"class_name": "logo",
"confidence": 0.004656960256397724
},
{
"class_name": "engineering_drawing",
"confidence": 0.004597883205860853
},
{
"class_name": "crossword_puzzle",
"confidence": 0.004466779995709658
},
{
"class_name": "scatter_plot",
"confidence": 0.003608405590057373
},
{
"class_name": "stamp",
"confidence": 0.003418892389163375
},
{
"class_name": "music",
"confidence": 0.0027319896034896374
},
{
"class_name": "geographical_map",
"confidence": 0.002667220775038004
},
{
"class_name": "photograph",
"confidence": 0.002124607563018799
},
{
"class_name": "chemistry_structure",
"confidence": 0.0014942068373784423
},
{
"class_name": "signature",
"confidence": 0.0003334000939503312
},
{
"class_name": "box_plot",
"confidence": 8.111180795822293e-05
},
{
"class_name": "bar_code",
"confidence": 7.213724893517792e-05
},
{
"class_name": "qr_code",
"confidence": 6.792804197175428e-05
},
{
"class_name": "topographical_map",
"confidence": 4.976930722477846e-05
}
]
}
]
},
{
"self_ref": "#/pictures/14",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::\nEQUITY\n$1.1B\n(18% of portfolio)\n\nNET LEASE PORTFOLIO METRICS\n100% Leased\n~61% IG tenants\n6.2-year W.A. lease term\n$4M Avg. investment size\n: infographic::>"
},
"classification": {
"predictions": [
{
"confidence": 0.336542546749115,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.14729295670986176,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.13209927082061768,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.12462763488292694,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.11609642952680588,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
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"quber__figure_job_id": "cms7ozdwd0a8td5018a7g0anu",
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"kind": "footnote",
"label": "NET LEASE PORTFOLIO METRICS"
}
],
"quber__footnotes": [
{
"marker": "1",
"text": "Represents metrics for $597M net lease portfolio (excludes $461M diversified/other CRE equity investments)"
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.336542546749115
},
{
"class_name": "calendar",
"confidence": 0.14729295670986176
},
{
"class_name": "full_page_image",
"confidence": 0.13209927082061768
},
{
"class_name": "other",
"confidence": 0.12462763488292694
},
{
"class_name": "table",
"confidence": 0.11609642952680588
},
{
"class_name": "page_thumbnail",
"confidence": 0.03807573765516281
},
{
"class_name": "flow_chart",
"confidence": 0.027485014870762825
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.019804494455456734
},
{
"class_name": "icon",
"confidence": 0.019239792600274086
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.005775397643446922
},
{
"class_name": "line_chart",
"confidence": 0.005110891070216894
},
{
"class_name": "crossword_puzzle",
"confidence": 0.004138935822993517
},
{
"class_name": "bar_chart",
"confidence": 0.003947020508348942
},
{
"class_name": "engineering_drawing",
"confidence": 0.0031325386371463537
},
{
"class_name": "logo",
"confidence": 0.0026819307822734118
},
{
"class_name": "chemistry_structure",
"confidence": 0.0026019620709121227
},
{
"class_name": "stamp",
"confidence": 0.002525127027183771
},
{
"class_name": "scatter_plot",
"confidence": 0.002346543362364173
},
{
"class_name": "geographical_map",
"confidence": 0.0018100683810189366
},
{
"class_name": "music",
"confidence": 0.0016257156385108829
},
{
"class_name": "photograph",
"confidence": 0.0013948081759735942
},
{
"class_name": "signature",
"confidence": 0.0013571033487096429
},
{
"class_name": "box_plot",
"confidence": 0.00011896721116499975
},
{
"class_name": "qr_code",
"confidence": 9.214456076733768e-05
},
{
"class_name": "topographical_map",
"confidence": 3.8785263313911855e-05
},
{
"class_name": "bar_code",
"confidence": 3.821105565293692e-05
}
]
}
]
},
{
"self_ref": "#/pictures/15",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Stacked Bar Chart: Flexibility to rotate across products based on market conditions\n\nY-axis: Liquidity & Seniority (with an upward arrow indicating increasing liquidity and seniority)\n\nAnnotation: Move to \"higher ground\" during market disruptions (spanning 2020-2025)\n\nLegend:\n- Cash (gold, with '$' icon)\n- Securities (dark blue, with 'three lines' icon)\n- Loans (darker blue, with 'droplet' icon)\n- Equity (light blue, with 'cube' icon)\n\nData:\n\n| Year | Cash | Securities | Loans | Equity |\n|:----------|:-----|:-----------|:------|:-------|\n| 2014 | - | 54% | 27% | 17% |\n| 2015 | - | 48% | 33% | 16% |\n| 2016 | - | 48% | 33% | 17% |\n| 2017 | - | 29% | 50% | 20% |\n| 2018 | - | 19% | 60% | 19% |\n| 2019 | - | 27% | 53% | 19% |\n| 2020 | 11% | 24% | 46% | 19% |\n| 2021 | 18% | 14% | 47% | 21% |\n| 2022 | 7% | 11% | 65% | 17% |\n| 2023 | 13% | 9% | 62% | 16% |\n| 2024 | 24% | 13% | 46% | 18% |\n| 2025 | 8% | 35% | 38% | 19% |\n| Q2 2026 | - | 36% | 46% | 18% |\n\nTable below chart:\n\n| Category | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | Q2 2026 |\n|:-----------------------|:-----|:-----|:-----|:-----|:-----|:-----|:-----|:-----|:-----|:-----|:-----|:-----|:--------|\n| Securities: % IG | 99% | 98% | 98% | 100% | 100% | 100% | 100% | 100% | 99% | 99% | 98% | 99% | 99% |\n| Loans: % Sr. Secured | 89% | 88% | 91% | 94% | 96% | 96% | 96% | 96% | 98% | 99% | 99% | >99% | >99% |\n| Equity: % Net Lease | 44% | 58% | 66% | 67% | 67% | 67% | 67% | 67% | 66% | 72% | 68% | 64% | 58% |\n: chart::>"
},
"classification": {
"predictions": [
{
"confidence": 0.9461171627044678,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.035968340933322906,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.01477556861937046,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0013443572679534554,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0006528447847813368,
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"text": "Note: Data shown since LADR's IPO. Represents average asset allocation during each year or year-to-date period shown, based on quarter-end amounts; excludes other assets."
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{
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{
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"description": {
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"text": "\n\nDurable \u201cCarry\u201d earnings enhanced by ROE upside from gains\n<::\n| Investment Products | Carry Revenue | Gain-on-Sale Upside |\n|:---|:---|:---|\n| LOANS | Interest & fee income | + Conduit loan securitizations $371M |\n| EQUITY | Net operating Income | + Real estate sales (NAV upside) $216M |\n| SECURITIES | Interest income | + Securities sales $53M |\n\nGains since IPO (2014)\n: table::>\nLEVERED WITH IG CAPITAL STRUCTURE\n<::\n| | \"CARRY\" ROE | TOTAL ROE |\n|:---|:---|:---|\n| ILLUSTRATIVE LEVERED ROE: | 8.0% - 9.0%\u00b9 | 9.0% - 10.0%+\u00b9 |\n: table::>\n"
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"confidence": 5.221258106757887e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 2.9680006264243275e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.9039256585529074e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.698325650068e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
}
]
},
"quber__figure_job_id": "cms7ozga70a8ud501kyr32m7t",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "31feb879-e6cd-4aff-8d20-9aefa8a74963",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "8.0% \u2013 9.0%\u00b9"
},
{
"marker": "1",
"kind": "footnote",
"label": "9.0% \u2013 10.0%+\u00b9"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Note: Returns shown are strictly for illustrative purposes and are based on management's view of current market conditions."
},
{
"marker": "1",
"text": "Based on 3.0x total leverage (debt/GAAP book equity) with blended total company cost-of-funds of ~5.5%, and net of all estimated corporate overhead expenses and corporate debt service."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 11,
"bbox": {
"l": 94.31722259521484,
"t": 427.8985290527344,
"r": 677.4789428710938,
"b": 127.92971801757812,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 583.0,
"height": 300.0
},
"uri": 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dKwRv1PIiqULb5nS/yGzYcGjpwvBCEi/EU4F9YAS2pyXHBQILgtVFXNnuYMDU/QNB0RIT/hqjZsUPsfFo5JO3CmS//4vJzcyNHdF8wIX7B025eTvp/69YC4qAEz5m+MnraqWs0KaZumM8S2PaOvXb47M25I2bJFz5y78e3ML447r+4/8muThtWP/nIlcdn2smWLpayaXL1a2fsPn6/+ce+8xVuZhNvXTW3aqGbn0Ng9e09LRmX1onGf92n9+Yh561MO7tk6o0XTD9r2iL78272TexeYzcbgNpGftgpatmD0cefV/Ud+bdKw+tFfrixatr1QYb+9W2bIMmvecbLJoBy0z8rMzA3pHv3qTYZ9fUzTRjU7h8bu2XdaMiiQz3CXGhsTZvX3iYhMlMxGcGdciJLFCh3eNadKxZKjJi5ZuswumRQA4EIgF507Nt28ZsrJM9fa944J8LPs3TrDZDK07R792+Xbc2Z+8dWYHhNjVq1Zv7de3SoXLt0uWtjv6O65Dx69bN316/JlignB79x/nrZ5eo2qZT/pPOnR41cn930rBDVrP/Heg+eSxMCdEREipiRF2R1Om80hmY3w1+Gq1qNbi+RVk5+/eNOuV8z5czfKVSw5aWzPHp0+uvfg2bzF2/r1aN6pXfCoiUuXLtkyZmzP72YNX7TCPubLxRUqlUrbNN3Ly/Rpz6lXLvyeMOuLiRE9JsasmvddytJvx4wY3H74+EX7j5z/acVXZcsUBYKFy3dkZOQsmTty977TXfpPV2Rpz+b4jxrXHDB87pnzv5/Ys+DBoxdN231Zo1q5QztmXfrtbouOk7t1aDw3dihjmJGZk5C4xe74JTPb1bhB9U7tggf3C/HxMS9ZufPH5IP7ts189uLtx59NyMrJO7hjVvWqZVp0nHTp6p29W2YEBwW27vK1quuH7XOevXy7+sc99etUefzk1dxFW+7ce8oYg78O58IaYElNjgsOCgS3haqq2dOcoeEJmqYjIuQbQhAQLZk3asTg9tPn/RQTv1ZSpDVLxvfv1bL/8LkbNx/ZnRLbsnmdzv1id9uPd+/dclPS16n7TvUaNCs3PXvSV/3uPXhesWyxGVPD0vafHj915d17z4xGxWwyFC9m9fYyfvLxhyMHdyheLKDX4Fm/Xvz94I7Zear2aY+pt24+sBYNOLh9VsVyxZt1mPj6TdYvexZwLhqHRH5Qs8Kun2IPHDvfrufUKV/2jYvqn7b/9PipK+/ee2Y0KEDUqGHgjvXTDv98sUvo9C7tG29YMSll+9HQobOrVCm9d+uMvDzt0x5Tb916JCky5DPcpcbGhFn9fSIiEyWzEdyZEOTlZdr107QWH30QO2f9N/E2NCik6YHVy9UMLFemVJFvZ4bv2H2iy4DpLZvVcSTHHf3lUtcB8VyIrbYprZrX7TogLnXXL4AIgvqGttnww1c/bTn8+fB5uksFLho2qX3QPuv674+afvpl46Dqe7ZMP/LLpU79Yl15GkMEd0ZEiJiSFGV3OG02h2Q2wl+Ha3rTxrVSk2OFoE97Tj118goATBzfOyF2yMp1e8Z9vfzQjlkN6lXr9nn8ti1H1qyaPLBPq4Ej569dndqxW/Mta6fsPXiuZ9hMJrEttimffPxhxz7fnP71xp4t8VUrlfq0R/TVa/ebNKqhGGQguHj59sDQNrGT+i9fs3v42MRKlUse2z3PZFA++mxC7RoVNq6avH7Tof7D5kSO6rZgRvh3y7ePm7SsatWygVVKE1BWVm6Xz5q8eZv5TbwNhABJmhU7eHJk74XLtv988srmNVNOnbvRrP3EyhVKHE+bf//hi2btJxYp5Pfz7nmZ2bmNQiKD61fbtTH25q1Hg0Z/e/nqHU3nvr7eL16mw1+Kc2ENsKQmxwUHBYLbQlXV7GnO0PAETdMREfINhli+bLFNa6Z8WKvCqIlLVqxK9SvkezxtfoWyxRq1ibx158mJvQuqViz5aa+px45eaNUqyL5h2pnzN/sNm1OxXImgelUW/WBv1rjWtnVTX7xKHzYukQS1al7n4pXbM6eGXbp6t++wOUsSRvbo9FGHvtOysvOOpibcuv2kx6CZt28/ql2z4i97Fty+96Rh63EfNaqZmhx7+OeLrbtEDQoNWfHd2E07jg2JWPhx41pbbFNevEofNi6RBIW0rLdmw752rRskxA7+btmOcROXTIzsnRA3ZOW6tMiJ339Yr+qB7TNv3X7SY9DMu/efqqoO+Qx3qbExYVZ/n4jIRMlsBDfHdd63xyfLFox+8zZr2Ljvzp27UbtWxe6dP9qw+XDRQn7bfpx6++7TcV8v79K+yZD+IXbHyYEjFxQr6n9oxywmsRYdJ1+7do/JEgnx7czhY4d3/nr6mlnzkyVF4qresUNj+/ppF6/c/TJ6xaDQNv16tFiwdOuEqavwD+DWiAgRU5Ki7A6nzeaQzEb46wghzCbDvPhhIwa1n70wZeb8jWYvY9Li8W1b1R8euWj1uj1b1kV3ad9k8Yqdew+dWzpvVOmShfsMmb1jx7GwsHbfzxudvPXosHELS5cqcmjHbEGiabuJQHQsda6iyJ1D4878ekPXdPg3gtp/1njr2ujUvacGjVowdniX6Al94uZumDlv48I5wyOGdZoUuzph3sYFCSMiR3SdMX/jrG9TsnNdwAUIkk2GLWujG9WrOiji22PHL3l5m5YkjGxYv1rXAfGyzI7sSsjJyRs69rvGQYETx/Rwnr3WsW9szcByB7fPunTtbrseU319vBybppcsYR0xfsn1G/c7fNrol9O/7UpzMkmCvw7nwhpgSU2OCw4KBLeFqqrZ05yh4QmapiMi5A9CiErlS/bp3vyDmuUZY7fuPF5hS8tx5c2MHpiRmRsza11GVu644V26tm985dq9patSb9x6NHpYxw4hDZ+/fHvsl8vrNx9+/TpDkuUBvT8J7dFSltm1mw9Xr9977ebDiaO7Naxf7dCxi9WqlDp49OJPWw77+1tiJvSt92Hli1furFy3R5akSeN6Os9cn7doc7s2DYb0D0ndd3r1uj3VqpSZPW2Qj4/Xpu1HN2w+3LVDkwG9Wskyu3bz4eoNe8+euxke1q51i7rLknYf2He6blBg7OT+ksSStx3dvf/0lPF96n9Y+eKVO7afDpw+d51JDPIT7lJjY8Ks/j4RkYmS2QhujggAKOSTekMGfFoowPL8xdvrvz/8cdPhmzfu+wb4TBzd/ZOPP7x5+/G+Q+c6f9a4sNV3a+rxk6eujRvR5d6D5wmJmzOzchFBkeUxwzs1qldt/pKtJ0/9xmSJc1GiuHXOtEGlShQ+9POFBvWqtmsV1HvIrG07jksGGdwcESFiSlKU3eG02RyS2Qh/KS6Excs8dEDbFh99cPP2I0QwGgz7j5zfe/CsKzevUYPqUeN7+fl47953RtO0bh2b3r3/bMnKXRmZufHRAyze5s07jp05f/PLUd1u3Xky57tNgmDy2J4tm3149vzNxSt33rrzhDEGAESEyAb0/qTjp40ePnoZ4O+za49zy87jksQiR3StX7fKvEWbT5+82vyTutET+mZnu9YmH7Q7TnAuiCjA3zKwb5sihXxLlSh8/9ELP18vTdWTNuy7fOWO0WwYE96lU7tGj5+82rb7RLtWQeXLFE3dd3pnmnPciC6BVcocOX5x+RpHlUqlxn7RqbDV7/6j5xu3HN1z6Kyuc0SEvw7nwhpgSU2OCw4KBLeFqqrZ05yh4QmapiMi5BtCEGk6cA4EIDE0KIggcvMAkZkMgCi48PP1zs5x6TpnDIXGffy8iSArIxsViSECAFc1o9lkNhvevs0CACYxoekWX29fH6+XrzPUnDzJqAhBiODn652RmcO5gHdcKkhMMhm4ziFPA0WSDArnwmhUjAYlIyObSUxoutFsMpsNb99mAYAkS1zVQONgVCRF4rowmQyyxLKycpHhO36+3hmZOZxzSZIgn+EuNTYmzOrvExGZKJmN8F7gmg4MC1l9NY1npGcBY5LEBBFx8vfzzsxx8TzV6GUyGpSMzGx4J08DxphRQUT4E8/TQOdgVCRZEkRGRR4/qlul8iViE9YbjPKhHbOv33zUZ8jsV68zmMTAzRERIqYkRdkdTpvNIZmN8FcjIqFqBi9TgL8lMys35202SIwpEiJynRuNBoNRyUzPAkQ/P+9cl6rmaYBoMiqKImdm5cA7eRowxowGACIAPx+vjMxcIYQkMfg7XNVMXmZfH/OL1xmk6UyREZHnqaALMCqSInGNe3ubCCAn2yXJEvyJiISqgyBmUgpZffPytIw3GSBL7xCR4MLX19vlUtXcPMVs8DKb0jOyAUiSJR9vc3pGNgAQF0yW/X293mbmCE1niozwF+NcWAMsqclxwUGB4LZQVTV7mjM0PEHTdEQE90EEggTDP8CfhBAAyBjC3xGCCIghQ4R/I4QgAsbwHfgTEQlBjOE78J8TggCIMQZ/EoIIiCFDhH8kBAEQYwwAiEgIYgzfgfyHu9TYmDCrv09EZKJkNsL7goiEIERgjMHfEIEgwfAPQhAAMcbg/0YQeZkMS+aOGti39Y8ph0wmxeJtGh+94rdr9yVZAvdHRIiYkhRldzhtNodkNkL+IIhIECIyhvB3hCAAYowBABeC4R8AQAgCIMYY/O+ISAhiDN+BfyAEvcMYvgP/ESEEADKG8A+ISAhCBMYY/B0uBMM/EJEgkhgDACISRAwZIrxDREIQY/gO5AOcC2uAJTU5LjgoENwWqqpmT3OGhidomo6I4FHwcJcaGxNm9feJiEyUzEbw+I8IQUUK+31Yq4K/n/er15lnz99MT8+WZAneC0SEiClJUXaH02ZzSGYjeBQ8nAtrgCU1OS44KBDcFqqqZk9zhoYnaJqOiOAmiAj+DiLC/19CEAkBggBBUmQoeLhLjY0Js/r7REQmSmYjuBUiACD4d4gI/yKcC9B0IAKGoMgSY/C+ICJETEmKsjucNptDMhvBnRER/A0iAgARABC8g4jwX8A1HRAlWYK/wzkHQUCEssQYg/cF58IaYElNjgsOCgS3haqq2dOcoeEJmqYjIrgDRGQMdZ0DgCxLggtd04GIKTIiwn8FEZUsXiiwSmkfHy9N0/ceOqfrHBHhn0NEQhAiMobgtrhLjY0Js/r7REQmSmYjuA9EYIzpugAgSZIASNM46BwViTEGHv80IkLElKQou8NpszkksxHcFiIyhrrOAUCWJQAQQjDGdJ1LEntH1zn8E4hAkVmTRjVyc9Uz528QwTtEZDIZawWWK1LEz+JlOn/p9o1bDxlj8F7gXFgDLKnJccFBgeC2UFU1e5ozNDxB03REhHyPc1G0iF+frs2rVyvLuXjy7LWfj1d2juvwL5eOn7wqBCHCP4+IqlUqHT2xb59uzfYfOd+p7zeazhER/glEoMiSt7dJ0/Sc3DxwW9ylxsaEWf19IiITJbMR3IQg8jIbO7cLbtqwBpPY0+dvDIpsNMhnLvyetv9MRmYOIoLHP4eIEDElKcrucNpsDslsBPfEhSgU4NOz88cf1qoAgHfuPd2++8TDxy97dPyoSaMab95k7Tl09ueTl4UgRIT/I67zJo1qHtg+8/WbzI/bf3X77hNJYkKQj8XUs/PHs6cNsnibO/eP27v/jKTI8F7gXFgDLKnJccFBgeC2UFU1e5ozNDxB03REhHyPiCTGenb5eP0PX71+k9l36JzKlUounjPizdusdr1iTh27AAYFFZk0HYiYUUFErnPQORABQ1QUxhAAiEhoOnABqhY5KXTB9GELlmz9Mmo5cAESYwYZEbmmg85BkSVZAgCu6cAFEIEkMUUSLrVHjxZfju6++se9K1btYiaD0DnoHIAAEA0KYwjugLvU2Jgwq79PRGSiZDaC+yCAoDqVUzfGFi7k90XkonsPn69KHFeqRKGvvlk9N3EzYyiEAI0DETBERSHOQefAGDPI9I6qg8QkRQYAzjloHIiAISoKcQ46B4bMoAidg86BMWZQBAlQdSACgyxJkhBEeSogMqMBEYQg0nQQAt4xyHK3wOAAACAASURBVJIkgZsgIkRMSYqyO5w2m0MyG8E9ERFD7PBpoy22KS6X2j1s5uFjFzVd/7B2xVXfjVuWtHvtT/tyM7JBkUFioOpABAZFkhgRCF0HLoAIJMYUWai6fyHf6Al98/LUhMTNmVm5QgjQOOi8RIUSpw8sJIJm7SfeufcMiEDnQASMMYOMiOCeOBfWAEtqclxwUCC4LVRVzZ7mDA1P0DQdEcEd8DwtbOCnqxMj9x/+NaT715XKlzyxb0GRQn4xs9ZdvHjrVUb2+Uu369SqaDIZfnFezcnKKVuu+Ie1Knp7mZ48e3363I1cVx4iEkDd2hUrVyiZle0aNaR921ZBg0Z/e+Hi75UqlXrx8u2Z8zfVPK16tXKBVUpfvnbv5u+PBOeVK5euVb2cLEk3bz++fvPhh7XKT53Qr33bhktX7Vq11vHr5bvlyhSpUa2cwSCnZ2SfvfB7VlYuIkK+x11qbEyY1d8nIjJRMhvBfXBNbxBU7cD22a/fZjYJGf/4yatDO+e0+OiD+Uu2Tpi6EoQoUaJwvTqVLV6mJ89en790u1KFEhXKFnv+Mv3UueveXqbgoMA7955e//0RcV6iROF6dSpbvExPnr0+f+l25Yolypcp9uJV+ulfb1atXKpyhRJPnr4+c/5m4UJ+dWpVVBT57PmbT5688vXzbtKwhqpqPzuvuHJVL29T/TpVShazZue4zl34/cmz14wxcAdEhIgpSVF2h9Nmc0hmI7gtnqf16tFi46rJx51XQ7pH5+bmAUCpkoWiIvvMWZhSplThEsWs135/+Oz5m4b1q0mMnf71xrNnr5FJNaqVqVCuuCSxx09eXf7tXtXKpcqVKfr6TebpczfyVI0EFS9mbVCvqiKx0qWLLogfeuDIhc6hca6c3PIVSn5Qs7zZZHjw6OXZC79ruo6A4IY4F9YAS2pyXHBQILgtVFXNnuYMDU/QNB0RId8jIiBKTBg5akiHWd8mT41bMyK886I5wy9cubPC5hgT3rl4sYDV6/e2bFYnsHKp1t2mWP0tsZP7O89cv3H70eihHe2Ok1/Hr3G59PGjuo4Y3D5525E3b7KmfNkn15XXY+DMIoX9ZsUMKlbEv+uAuKPHL/24YlLfbs0Hjpy/9sc9/fu1mRDRw7HvdNnSRZo1qT1w5AJrgGXJ3JFmk3HGgo2/nPpNkaT58UOPHL9kNBoGh7aJnLJi6cqdTJIQIZ/jLjU2Jszq7xMRmSiZjeA+uKoNG9T+h4Vj9hw816V/7MfBtZJXT374+OWA4fMunL8Z0qZhzMS+h49frl61dEjL+lPi1zx++npG9MCihf079p1WoVzxtd9P2LH7RN9hc5o0rBE7KfTw8cvVq5YOaVk/eobt2fM38VMGFi3it3LtHklmg/uFZGbldgqNzc52jR/Zdejnny5P2j08MrFtm6C0TfGHf77YtsfUIoV8F8SHE4mbtx9PiOixbdfx4eMXZ2blMoaQ7xERIqYkRdkdTpvNIZmN4J7oHSES4oZOGN19ycqdYyYvA0DB+cdNarVtWX/Jyl39e7WM+arv02dvNm0/1qBe1dYt6v605fDILxd37dB08rheq9fvbd28Tr0PK/cfPtegKDOnDixTqnD3gTP2pZ2q2yBw6bxRLlde0k/7w/q2+eSjD+Z8t2nytNU9un785ciuu/efad60dv06VYZGLNyy/ZhkkMENcS6sAZbU5LjgoEBwW6iqmj3NGRqeoGk6IkK+x7koZPXduja6WZNaK9emPXn2unWLutdvPpy3eMvd+8+3rotu3bzumMnLenb5qGa1svHzN04a2zM9Pbtll6jMzJxD9tm1a1Zo3SWqkNUvJSnKsf90t9C4hkGBB7bPuvTbvQ59pmVl5W6xRbdr06BTv29Onrl2YPuskiUKfdJpksVs2r0p7vJv9zv0mTYrJuyLQZ917PvNg4cvTuxZcOPWo+YdJ2W9zVy8IGLU0I4J323asOVw25b1fz555cSp35jEIN/jLjU2Jszq7xMRmSiZjeAmiAgQliSMGj7os+POKy9fZzasW2X1hn1LV+x8/OhllWpl9m6ZkZGZ3aDVuIkR3eOnDPwyesWSlbu2rI3+rE1Qhz7TMrNc29ZF/3778bgpP6xbNiEnx9Wg1biJEd3jpwz8MnrFsqTd236c2qZF3bCR8/ccPLd9fUydWpXa9445uPdU735tNq6avHXX8e4D4idH9poVM2jGguS4hPU/LBzTt1vzVl2/zs52ndiz4Ogvl3oOmpWekS1JDPI9IkLElKQou8NpszkksxHck+DC19d705qoNs3rDRn77eq1eyRF5pr+xeD2us5XrdpVrVbFvVtnyIy17TkVCPZujTebDB37xcZP+fzj4FpDxyy8cfvRR41qbtpx7OHjlymrozp/1rjrgOlHf760fUNM/TpVPu0RfezYxS3rp3Vp37jnoJl37z9N2xT/66Vb7XtPWzhj2KhhnQYMn/fjT/skgwJuiHNhDbCkJscFBwWC20JV1expztDwBE3TERHyPa7pH9Su5EiJMxiVL6NX3Lj58Pmr9Nt3n4KqVQ4sl7Zpuiyztt2nGg2St7e5U7vgyeN6rf5xz9CIhSVLFt6dElu9WrmeYTN6d23Wt3uLUROXLF28NXx4l+XfRiRt2Dd01ILyFUrs2RxvMhladp7s6+N9YPvM678/bN97WsSwTjFf9Vu4bHtk1PLqgWWLFQk4cfJK356fJC0Zvy75wKDR3/I8rWvXj5fPjyhS2O/S1bvzl2xdn3JIkEBEyPe4S42NCbP6+0REJkpmI7gJzkUhq8+2dVObNqr59fQ13Ts2DapbddzXyxKXbAOAkV90XjJ35HHn1f1Hfm3SsPrRX64sWra9WDHrni3xDLFtz+hrl+/OjBtStmzRM+dufDvzi+POq/uP/NqkYfWjv1xZtGx7ocJ+e7fMkGXWvONkk0E5aJ+VmZnbrtfUO78/mhU/bPLYnlPibbMXpqxbPqFvtxa9B8++fO3uge2zFFlavsZRpVIpVdVmL9x05fo9iTFwB0SEiClJUXaH02ZzSGYjuCeu6dWrl3ekxPn5erXvPe2XE1eYIiHizKlhdsfJ40fPt2vfZPv6mCPHL3bqF1e2dNH922Z4e5lad/26dfM68VMGShI7fvJKbMKGgwfPVqxS2pES52U2tewSVaVSSfv6aSfP/Na+9zcWb9OeLfFFC/u16RbdsW2D6VMGph04e+b8zeCgao59Z5at2e1yqYgIbohzYQ2wpCbHBQcFgttCVdXsac7Q8ARN0xER8j2ep/bs8cnGlZN/dl7t2Gdaxqt0UGQmMaHpIW0a2tfHHDt5ucfAmekv3wLC94mRwwd9Fjd3w7SpK4Ob19mzOf7psze9h8z6ft7o4AaB3T6P37b58LKl478I+2zUxCVLF23p2K35lrXR+w6d69Qvtn+vlmuWjE/asG/YmIXfzR4+amjH75btGDfpe9A0/2KFuM5nxAyMGNYp8usfFi7e4hvgU71aGW8vU/dOTQf1bZPrUkO6R589e10yyJDvcZcaGxNm9feJiEyUzEZwE1zVPqxTOW1TPAn6pNPk2jXKr1/x1aPHrzr2++bKuRvTpg3+ZnJo2v7T46euvHvvmdGgAImWLepuXjMldd+pXoNm5aZnT/qq370HzyuWLTZjalja/tPjp668e++Z0aAAUaOGgTvWTzv888UuodO7tG+8YcWklO1HB3yRYPYybVs7tWlwjU97RF+8cueQfU6pEtYWHSd7eZkObJ+ZkZEz/MvFx365lONSixb2f/r8DRGBOyAiRExJirI7nDabQzIbwT1xVWverI4jJe7xs9dtu0ffuvkQgGrWrjRycIeYWWtfvUifOK5XQuzguYu3fPXV0nYdm27/Mebk6WsjJiy2eJmKFQ0YFNqma/smZ369EdI9OrhB9R3rp+49cK7bwPihA9oumTvKvvtE5/7TmwbX3Ldl+tmLtzv3jf1mcmhEeKcfUw7Gzll/7+ELP18vzkV6RjYighviXFgDLKnJccFBgeC2UFU1e5ozNDxB03REhPwNEcxm4+yYQSOHdNi683jYqAXZOS5EBACu8a/G9ZzzzeDFK3aOmfQ9MhS6GPx525WJ45avSZ0cs3rGtEFD+7eNmPz9mg37U1ZN7tKhyeKVO9P2n0mcPbxi+RKfj5i/KeXgwIGfLlsQceDI+QVLt40f2bVV8zpLV6dOmvJDt67NVi+KvPvg6djJy2VZatqo5verds2dPrR7x6ajJi5dty7ts/ZNVySOWbR8x8JlO9I2T/f3tbTrNfXGjQeSIkO+x11qbEyY1d8nIjJRMhvBTRhlaWD/kKVzR129fq99r2lvMrLt62OaNam9LvlgxITFTRrX2ro2+sWr9GHjEklQSMt6Sev3lixRaHdy3JnzN/sNm1OxXImgelUW/WBv1rjWtnVTX7xKHzYukQSFtKy3ZsO+dq0bJMQO/m7ZjnETl0yM7J0QN2TlurTIycsDrD77ts6oVKHkF+MXFS8aEDu5/9Nnbzr2i331On2LLbpBvapffbP6yLELn4Y0uH3n6YZNB5ExcAdEhIgpSVF2h9Nmc0hmI7gnrutVKpfesT6mWuXS4ZGLtm0/VrZcsWED26UdOLdz9wlJkdcsiezfq+WUeNvyVbtWLRnfqlmd/sPnflCr4oRR3YaN++7ajYeHd84+eeZaj4Ez+vdqtfzbiOStR4eNXdimZb1Na6bcuft0XNTy9m0bDh/0WdqBM6FfzO3UttHKReMuXbkbOWW5n493s6a1l6zceefeU8YYuCHOhTXAkpocFxwUCG4LVVWzpzlDwxM0TUdEyMeEIB9vU+f2jUM+qWc2G9PTs9ZvOnz4+EVABCIAGNK/bdtW9VfY0vbuP8MUiQSZTIbB/UNafPTBwycv/Szem3Yc273/NAgKblA9anwvPx/vPQfPZufm9ejY9P7DF0tX7UrPyJkRPcDH4r1zj/P6zYejh3VEgJ+2Htmy8/jnfVr37vIxAVy8fHvluj1Xrt7t1vmjsV90fvMma9vuX5xnro8b0aWQ1ffMuRtVq5Rel3zg8M8XGWPgDrhLjY0Js/r7REQmSmYj5HtEJElS6+Z1On8WXKSQnytP3b3vzPpNhzq1C/68Tysi2uE4uXXn8Z6dPu7fq6Uss2s3HyZt2Hfm7HWzl2nEkPYdQho+f/n22C+X128+/Pp1hiTLA3p/EtqjpSyzazcfrt6w9+y5m+Fh7Vq3qLssafeBfafrBgXGTu4vSSxl+7HkbUcjR3T5rE2D678/XL/pUJvmdZoG1zr9642F328rUtj/qzE9SpUo/OTpy+2Ok1vsv2iahojgDogIEVOSouwOp83mkMxGcFuCiybBNUYN7ViiaMCzF2+ePHu72X7s+MmrAFDI6nNg+6yqlUuv33TQpeoliwasXr831XGyUaOak8b2ePky/cnT10WK+CUu33nt2t3atSrFft3f4m3euvP4lp3HRw/r2KpZnVt3nuw9dLZ9SKNiRf13pTnXphzs3bVZz04fCUEXrtxOWr/v8m93GWPgnjgX1gBLanJccFAguC1UVc2e5gwNT9A0HREhfyMCoeugcSACRDDIkizB33BVA42DQZYUGf5ERELVvX29zGbjy5fpIEgyyADAdW40GoxGJSM9CxB9fb3yVD3PpQKi2WRgjGVn5QCA2dskMZaVlcskJlTdZDGbjMrbN5nAUJIkrnMfHy9BlJ2ZA4yBEAFWX6NRefbiLelcUmRwE9ylxsaEWf19IiITJbMR3ATXOWg6CAIEUGRJkbmmg6oDAigykyWh6UazyWw2vH2bBQCSLBGR0LiPnzcRZGVkoyIxRADgqmY0m8xmw9u3WQAgyRJXNdA4GBVJkbguTCaDLLGsrFwmMQDwsXhlZOYQ5yhLfj5eGZk5gggEAWKAvyUrK1fLU5kiIyK4CSJCxJSkKLvDabM5JLMR3BnXdAAMsPoAwJs3mQAgyRLP02rVrng8bf7NW49adf1aYiw9I5urumSQuc6BYdFCfoLo5Yu3wFCSJM6FyagoipyZlYOIJMDfzzszJ5e7NIOXyWRUMjJykCFpupePl6JI6W+zgKEkSeC2OBfWAEtqclxwUCC4LVRVzZ7mDA1P0DQdEeF9JAS9wxi+A38jBAEQYwwAuBAM/wAAQhAAMcYAQAgCIMYY/EkIIiCJMfgbIQQAMoYAQABCCCBgDN8B98FdamxMmNXfJyIyUTIb4T0iBBEQQ4YI/4sQAgAZQ/g7QhABMWSI8I+EIABijAEAEQkihn8gIiGIMXwHAIhICGIM3wG3QkSImJIUZXc4bTaHZDaCmyMiIQgQJMYAgIhKF7dGfNFlQkT3y7/dGxzx7dnzN4mAMYQ/EZEQBAiMMYT/lxAEQIwxACACQYLhHwQREDHG4E9CEAAxxsDNcS6sAZbU5LjgoEBwW6iqmj3NGRqeoGk6IoJHwcNdamxMmNXfJyIyUTIbwaPgISJETEmKsjucNptDMhvh/UJEZUsX/aBmBUlCBHb/4fMLV+5wLhDB43/hXFgDLKnJccFBgeC2UFU1e5ozNDxB03REBI+Ch7vU2Jgwq79PRGSiZDaCR8FDRIiYkhRldzhtNodkNsJ7h3MBmg5E8I4sSYoMHv87zoU1wJKaHBccFAhuC1VVs6c5Q8MTNE1HRPAoeLhLjY0Js/r7REQmSmYjeBQ8RISIKUlRdofTZnNIZiN4FDycC2uAJTU5LjgoENwWqqq23XGyz+DZQtMAETwKIJc6LXaw1d937JhvwWwEjwKICBA3rYvekXryx6RUMBvBowDiwsfqs2dzfOMG1cFtoabpPzuvxM/9SdM5IoJHwaOr2tCB7Xx9vBYs2iwbDeBR8BARIsZG9T/uvJrqOKkYDeBR8AghfH3Mc74ZUjOwHLgtFH8gQQREAAgeBRFJEgMAzgUAgkdBJcmMBAkhABA8CiYEWWKICG4LhRAAgIjg4eHh4eHh5pCIwMPDw8PD472ARAQeHh4eHh7vBSQS2W8eZr2+g0zyL16TMYWA4D2HiACAgIiAgAiA8O8IiAgIiACICAAI3ndMUgBR6Cp4FGCSbCLigmvgUYDJihmZBG4Liej+hU13f10vK14ftJtlMPsTCXgfITJkMgAJrgmucS0nL+e1mvtWzXmtq9kkdHgHJVnxMngFGMwBRi+rbPRmTEFJQWQkOBGH9xNJshkYcjUHAMGjoFIM3kJoXM8DQPAooFAxWpgkg9tCInpwadv9CxslxatWSKzB5Eck4H2C70jIpLysl9lv7mW/uZv16nbmy99zM5+Q0EgQEQciACIABABkiAxRQiYZvQtbClexFKroYy3vFVDW7FMCgEjoRATvFZJkMzDkag4AgkdBpRi8hdC4ngeA4FFAoWK0MEkGt4VE9ODStvsXNkqKV62QWIPJj0jAewGZDIhczX7z5OLrB2cynl/LfnNfy8tAlBhjkoQMAf8AREAE7yACIhABEQkCIYhzQSRkxezlX8anSBVrqfrW0vUVky8iCq4DELwPSJLNwJCrOQAIHgWVYvAWQuN6HgCCRwGFitHCJBncFhLRg0vb7l/YKCletUJiDSY/IgFuDpEBspy3D14+cD67cSDrzV2hq4gg/YFJSDl5+CKDpWdjTh5muzDLxTQO70gMvI3Cx0xmI/h6icK+wsdMRKhz4lwnIiYZTL4lilf6pEj5Jt6FKiIiCQ5ujyTZDAy5mgOA4FFQKQZvITSu5wEgeBRQqBgtTJLBbSERPbi07f6FjZLiVSsk1mDyIxLgtpBJiMyV+ezB5R0v7vyc8/YBSpIiMwRQdXyViedvKzcfyw9fsZcZLD2H5eSBmocACP+OZAN4GcnXLAr5Ukkrr1Sc162olQgQBoUQQNNJcM3oU6xwmYZlanfztpYHABI6uDGSZDMw5GoOAIJHQaUYvIXQuJ4HgOBRQKFitDBJBreFRPTg0rb7FzZKiletkFiDyY9IgHtikpKX8/rJjX2PrthzM54goqLICHTnmXzhruS8bvjtoZztQsEBAAEJERABEf4/iIAIiAAIAQAlMhuoYnHeuJpap6JepQSXGGg6F4IbvKwlqrYtVaODl19JwXUAArdEkmwGhlzNAUDwKKgUg7cQGtfzABA8CihUjBYmyeC2kIgeXNp2/8JGSfGqFRJrMPkRCXA3iBIge/Po3J0ztjdPLjEmKTLqAq89lPadN565qTx9zQCBMQAEhP8aAgACQQAcA3xF3Upaqw/UepU0g0waJ8E1S6HK5ev1K1axOSCS4OB+SJLNwJCrOQAIHgWVYvAWQuN6HgCCRwGFitHCJBncFhLRg0vb7l/YKCletUJiDSY/IgFuBZms5WU8uLT1wcUtXM2RZJkxvHJf2nXKdPSKkqchAEgS/LfgAkCArEC9SlrXYFe9ijpjoOsaMqVEtbbl6/UzWYqR0MHNkCSbgSFXcwAQPAoqxeAthMb1PAAEjwIKFaOFSTK4LSSiB5e23b+wUVK8aoXEGkx+RALcB5OUnPTH148venX/FGPMILPn6WzTceP+88b0LGQSIMJ/OyIQHMwm+qiG2reZq3xRoenEue5btFrgx2N8i9YQXAMgcBskyWZgyNUcAASPgkoxeAuhcT0PAMGjgELFaGGSDG4LiejBpW33L2yUFK9aIbEGkx+RADfBJMObR79eP74489UtRVYI8NQNefU+rztPJWAgMfiXEgTEoYi/+LxlbssPVIMMmqaaLMUqBYcXr/wJEQcicA8kyWZgyNUcAASPgkoxeAuhcT0PAMGjgELFaGGSDG4LiejBpW33L2yUFK9aIbEGkx+RAHfAJMOLeyeuH/3WlfXCYFDyNFh3yLzDaczNQ0mC/zFcgMSg1Qd54W1zAyykalxSzJWDw0vX7CAEByJwAyTJZmDI1RwABI+CSjF4C6FxPQ8AwaOAQsVoYZIMbguJ6MGlbfcvbJQUr1ohsQaTH5GAfI9Jhue3j177OVHNfmU0KE/fsmUO87ErBmTAEP6HEYHgUKuCPrp9dtUSIk/jkmys2GhI2VpdhdDBDZAkm4EhV3MAEDwKKsXgLYTG9TwABI8CChWjhUkyuC0kogeXtt2/sFFSvGqFxBpMfkQC8jcmKS/vOX87PE/NfW1Q5Psv2Zwt3tfuy0wCRPircB1KFeHju+TUraCrmkDJUKXxiNI12guhQ35HkmwGhlzNAUDwKKgUg7cQGtfzABA8CihUjBYmyeC2kIgeXNp2/8JGSfGqFRJrMPkRCcjHmKSkP/vt8v743IwnRoNy+5k0Z4vX7w9lSYG/HNehWIAY3yU7qIquqrpksNRo8WXRis0FVyFfI0k2A0Ou5gAgeBRUisFbCI3reQD4/7AHHwBVXenCsN+11t77FA4cQKMGAcVeEHuNvYDG3gt2jVgwsRsberBrrEnsUWNEsWKLvcSC3SiiiSU2UEDpHDhw9t5rvX/GezM3c2c+JzPJ/YWJzwPv/EkR2WChTIICiyBifGxUXEwkk83+gTbFaEUUkF8Rypw5abHHZ2a+/FFR5OcpdM5Oy08vGJMgn+A6KeLBp3TLCSipq5pudC0aEBRuKVQGhQb5FzLJBJRw1QFA4J0/K1lxEULjuhOAwDt/UkQ2WCiToMAiiBgfGxUXE8lks3+gTTFaEQXkS4QQrms/nl2S9PCkYjCk28ncnZaYRxKTIV/hOvgW4WG9sksWFapTtb5fpUpgmMHsiYJDPoVMMgElXHUAEHjnz0pWXITQuO4EIPDOnxSRDRbKJCiwCCLGx0bFxUQy2ewfaFOMVkQB+RJl8vM7+x9Ef0kICCDL9pmP3zIwCvkQ16FqaW1mrxxXI2q65lutR9l6w1AIAIT8CJlkAkq46gAg8M6flay4CKFx3QlA4J0/KSIbLJRJUGARRIyPjYqLiWSy2T/QphitiALyH0ole+qjW4enqLnpssR2nDeuP2aiDAjkU1yHdnWdoW0dBAQQyb9V2Hsl6wuuQX6ETDIBJVx1ABB4589KVlyE0LjuBCDwzp8UkQ0WyiQosAgixsdGxcVEMtnsH2hTjFZEAfkMIVRw7e7pBa8enzUY5LtxUliEa2YOoRTyLUSQGU7sktM8QM1z6taiFQOCbIrZEwWHfAeZZAJKuOoAIPDOn5WsuAihcd0JQOCdPykiGyyUSVBgEUSMj42Ki4lkstk/0KYYrYgC8hnK5JePzt49NZ8Az1NZ2DaXmCcyY5DPcQ7FC4uFA7KKuqOmqWXqhZSs3ktwDfIdZJIJKOGqA4DAO39WsuIihMZ1JwCBd/6kiGywUCZBgUUQMT42Ki4mkslm/0CbYrQiCshPCCFcd946PCUj6a7JwPZcNH5xyMwYFAhch84N8ka1zdV1YbAUqdFhidHlPUQB+QsyyQSUcNUBQOCdPytZcRFC47oTgMA7f1JENlgok6DAIogYHxsVFxPJZLN/oE0xWhEF5CeUKS9+OHTv/HKZkcR0Nm2rJe6VxBhCQSAEWM1oC872L6E5nXrJ6r3L1PtIcA3yF2SSCSjhqgOAwDt/OgRekxUXIVSuOwEIvPMnRWSDhTIJCiyCiPGxUXExkUw2+wfaFKMVUUC+QQjVtbzY4zPTn9+QFWXLGeOWU2bGEAoOrkOr6s4JXRyC62Z336pt5prciqHgkI8gk0xACVcdAATe+XMgVCKUAQrBdQABALLiCgQ511AIFDq882dEZIOFMgkKLIKI8bFRcTGRTDb7B9oUoxVRQL5BmZLy7FLsiXCCeno2Hb3OLTmTUgoFCCIoEi4dmlX2fa5pvELjT7wrdxBcg3wEmWQCSrjqACDwzn84QigDQhzp8bn2xNyM+JyMeF3NAQDZ6GZy8zJbixtd33fx8AUAFBwA4Z0/ESIbLJRJ8Auu5WanPQVA2ehucPFkkhHyN4KI8bFRcTGRTDb7B9oUoxVRQH5BgMCPZ5cm3jtiNMhRl41fHDJTCgUO56RLg9zQtg6nyq3FKldvu5AwGRAhv0AmmYASrjoALt9iZAAAIABJREFUCLzzryCv4WuQ7xEqAfLMV/eTHpxIT7iVa0/iWi4hDH5GAPBngklGo6Woh1dA0bIt3YtVJlRCoUN+RV/jnCMi/C3ymhAC/g4hhDEmXoN3/gaRDRbKJPiFPfnhzcNTtbxM2egmG93MVu9iZVsU8qktKWbIlwgixsdGxcVEMtnsH2hTjFZEAfkDIdTpSLu6ezjXsnKdLGyb5fZjmUkIBQ3n4F1YzOlnL+7JBUjV2y6yFquMQof8AplkAkq46gAgUNBQSmVF0VRVCAF/hzEmhEBE+H0opQAghIBfURRF1bRch8PNzU0IwTmHfIwyJScj/tnN7S8fneFaHiGE/QWhhMBfIAARiEIg51wIZJKhcMkGfjWCLYVKC64BIPzfkGWZyhIAAV1XNQ0R4bchhGRnZ6empb9frKiiKIgIv4KIus4VRSavcc7hNUKIqqpJSS89PT0sFgsiwttCCAFAeKsQABD+B5ENFsok+IWal5ny7IrqSM/NSnBkPndkxOdkxJut3pWbTyzkUwfyH4KI8bFRcTGRTDb7B9oUoxVRQP5AmZz44OSP3y1WJPz+kTxjm2ueCpRAgYMAyGFyt+zA6mqeyv1q9itTZzDXnZBfIJNMQAlXHQAEChTG2E+PHh86dKRt29Zly5TiXAAApRRfE0IkJCa6ublZ3dwQEQAopQAghIBfkNeEEABAKQUAIQS8RikFACEEALx8+YpSUqRIEUQEAEIIIh48dGTjpi05OdllypQZN3Z0+XJlOeeQHxFCpeSn5x9d2ZiT/pRJskSJU4P4FPEgQX/6EjMcCACuJlKyCCnnJZV4jxoV4AJ1XTdZvUrVGlCsbAtEAYjwhyKEUELOnr+wc9fezMzMVi2b9+je1WAwAAClVAiBiPALSgkAEULAa4QQRVF27Y5asnT5+nWrKlYozzmHX8iStGHT1wcOfLv0swWFChfKzMzyer8YIQQAZFmOuR07KnTsJx+P7NG9q6qqlFJCiBACEeE1SikACCHgF+Q1IQT8IcjPqO7MEVyFt4cQKikuhEkoOPw3IhsslEnw/5CX/So9Iebx1U1qXkatTitdC5eBfIYgYnxsVFxMJJPN/oE2xWhFFJA/UCrfObMg6f4xRZYjzpo2HTczGaFg4jppVT1vfGcHctXDu2ZAkI1KRkAB+QIyyQSUcNUBQKBAURRlz979AwZ9tPGrNT17dgcCwEVGRobRaDQYDAkJiS1afTh48IBJkyeoubmyLNvt2Vxwq5ubruuSJFFZzsvJcTpVs9nEJJaRnqkostls1jRNUeTsHIeqqu5WK+d656693dxct23drOu6EEKW5Tt37rbv2L1ypYrNmjeeOm3W2E9C5821CSEQEfIZyuQXPx5+eGmt7rTLsuzU8OpDfiJGuxfPVQ66DgIRgFACEgNZgrLvs1bV5LrlmIuRqKrGZFPpOoN9q3QRQoc/lCRJ23fsHBU61sfb29fX51lc/BcrljRr0UxzOtMzMtxcXRVF0XVdMRiAgCM7R9e5i4tZ13XGmK7rAjEycte4CZOPHz1Yp149ENyZlydJElMU1LWD3x6Njr40bkzo6rUboqIOnjl1xN3dqmmaoigXL13u0LH7nNlhI0aEgBDZDkdebq6Hh4cQAgAkSUpLT5eY5Opq0XVdURSgVM3Ly8lxuLm5cs4REX4XgigS7x1Je3FTcBXeGvIzg6WIt39HF3dfFDr8BZENFsokeKP0xNuXI4dU/XCOV/kgyGcIIsbHRsXFRDLZ7B9oU4xWRAH5AKHMmZ0Sc3RGTupDDvKnX7vGPpUYgwJKIBRyFWtGZLkaddlUKKC1za1IBcE1yBeQSSaghKsOAAIFiqIoe6MODBw8bPOmdeXLlVm/YbO7u/XkydO+vr4zpk/etm3nZ0tXlCzh279fn49Hj9y5a+83W7dzzjt2aDc6dPiRo8fPnb+QnJzq5uY6bcqkdes3njx1xmBQhod81LlT+/37D61eu97pdA4c0JdQOnHSVEmSunbuOHXKxKJFi1JKY+/c7dipx4dtguo3qDsqdOzCBbNHjByh5joQEfITyuSkh6funV/BtVxFos9TxTffOS/d5zoHiQIQIPA/EAAQdAGMQM2ybEAzQ8kiVNcFYXLZBiO9K7UTXIM/CGPs1avkjl16qE51765tpcuVvXM79r33Cj9/8WLhoqXPnycUKuQ5dkxo9WpVl634Qpbla9duZGRkjh/3cfv2bX+4++NM25zklBRXi8uN728d2Lfr4sUr9mz7hPFjLl++um37jmlTJ/9498dz0dE1qlcPmxUeF/c8KKjVjKmTAwL8KaWXLl/p0rW3zTY95KMhX2/ZumXr9rzc3Cr+ladNnQwA8xYuvnvnR0JIn949Bg7ou/6rTS+TXr14kXDv/oOePbuFfDSYUoqI8O+iVI6L3ZP16v77FVobzJ7w1hDkalpiTFbSD2UbDDe4FEbBAYhssFAmwRvZUx9Hb+0TEGTzqhAE+QxBxPjYqLiYSCab/QNtitGKKCAfoEzJSIiJOTYT9ezEDDb8S6tTI4RAAYUIlEJ4H3udcpqq6lVahRUt21zoTsgXkEkmoISrDgACBYqiKHujDgwaErJl83qz2RTUpmPdOrUqV64UsS1y6pRJJUuWCB09tlbNmqNHj3QxmwYOHjZ4YH9FUT7/YvW2iM03b96aPGVG06aNBw3ol5T0cuUXq6dMHn/j+5vnzkdv2bx+zNhJLhaXwQP6Wa1uJpMpZOTHBkX5ePTIHt27uLm5AYCu6yEjPv5m6zZ3d+v0qZNbtmxuz7JXrRpgMCiICPkDZVLWq4exx2fmZr8yyNIP8XzlIefTV0KRgBB4A0RQdfDypKFtlRqlJFXTZaN7lcCZ7l4ByDX4IyiKcvnK1Xbtu/bv32fZZwtVTVMMhqTExO69+ubm5o0cEbJ+/SZHbs6mDWsGDglJSEjq2b3LoW+P+Pr6HDqwZ1To2CPHTvTu1f27s+cSk14ePrh33oLFqampxw4f2Ba5c+y4ydHnTh48dHj12vWfL1+6eu3672/eGh06sn+/Pr4+3oyxS5evdOnae+7cWeXKlu3UpWeXzh0qV640Z+7C4D49+/bpuWt3VN26tXfs3H358rXTJw9Pm2Hbf+BQr57dHjz86dGjx2dOHS1XtgznHP4thDCnI/l+9KqSVXvKJncUHP4XAoDw/w/yMyrHx+41e/h4V2onuAZAZIOFMgneyJ7yKDoiOCDI5lUhCPIZgojxsVFxMZFMNvsH2hSjFVFAPkCZkvjg+N1T8xRFOX9XnrvLIgQQAgWXEDColaNf0zxHrlq6ziC/mv1QcMgXkEkmoISrDgACBYqiKHujDgwaErJl83oXF3O37sEbN6xp1qxJ0+ZBzZs1mT5tcs06DYd9NHja9LA5c2wLFizp2aMrANm1e8/8ueF5eXmLlyw7uH9P7bp1enbvc+5CdM8e3Z49iztz9tyWTeu3bd8ZffFSv769Q0cOL1y40IftOlut1h3bv0EUP2OM7dy1Z0ZYuGJQXrxI+PLz5bduxVy4eGnfnh3vvVeYcw75ASEo+J0Tc5KfXFAMypOXYuGe3PgUlCX4jTQORd3JhE7Gyj7MqWoexasHBIVLsgER4XdTFOVC9KX2HbuGfDRkwfzZqqoajIZz5y506tpr3uyZw0d+8tWGNRMnTVm7+vOFi5b6V660efP6MWMmHD9xel/Ujq7d+9SpXeurjevXrlo9fWb4wf27ly5bmZqWdiBq1649URMnTT11/NvDR46tXffV0cP7tmyN3L07Kvr8KQ8Pd13XFUW5dPlKl26958+1vUhIXLt2w7GjBypVqti1W5+ExMSo3dtv375zIfrixUtX79y9e/Tb/QsXL3ny5NmJYwej9h/4ZMzEg/t3169XV9d1+LdQJmcm/fDi/lFf/86ESgAIf4sQgojwByBA4L8hwv8gQOAvEACQMiU1/pozN7VUjX6IAoDIBgtlEryRPeVRdERwQJDNq0IQ5DMEEeNjo+JiIpls9g+0KUYrooB8gBD609Wvnn2/3WSU158wb/vOyBgUaFwjzao5Z/TMdqr8vRIf+LeaBoQBILx9yCQTUMJVBwCBAkVRlL1RBwYNCdmyeb2Li7lnr/6bN66rX79OUJuOjRt9MGny+Lr1God8NGR62KxZM6evXLkqNHR4cS8vWZabNWscGblr3YZNh/bvLleubM/e/WNux44cMcxsNru5Wlq2bC4xtm7dxi/XrKtdq+ba1St7Bw90c3PbvXObEBwRNU1r16Fbekb6vr07Fi9eti1ypxAY3KfHimWLEQERIR+gTEl8cPyHM4sYJQ4nLNybd/0nbpDhX+LUoJIvnd7d5O4Cui7KfTDKJ6CL0FX43SRJevjwpzbtOpctU3rXzgirRyGhOY+fPN27T/8Fc8NDRn68Yf2qyZ/O2LDui3nzP6tZo/qqL5dPmjztyLETe3dv69q9T726dTd8tX71l1+GzZp9cP/uJctWpiSnHD28/6tNX88ICz9z8sjhI8fWrvvq24N7t3yzbW/UgYvnT3l6emi6rijKpctXunTrPW+uLT4ufsNXXx87eqBSpQpduvZOT0/v2KHdZ0tX9A3ulZCQeOLkmSOHohYuXpKQmHRo/+59Bw6NGTtx396dDerX1XUd/i2UyZlJdxPuH/Px70yoBIDwPwigsKc+cvHwZZIRUcDvgIIDAQACQH4G/40gCEAERASkVKJMTo2/rjrS/Gr2RRQARDZYKJPgjewpj6IjggOCbF4VgiCfIYgYHxsVFxPJZLN/oE0xWhEFvH0Ekd89NS/5yQVFlmyRLuduG5iM8DsIgQBAKYE/ghAIBCgh8JtxnfiX1GYHZ5sNusm9RK1On1NJAUR4+5BJJqCEqw4AAgWKoii7dkcF9xsUuW2LxWLu1LlnxNbNjRrWb9K8ddMmjWaHh9Wp19jiYpk4cYzZaBwaMqp/3z7NmjZ5/PhJ584dtmzdtmr1umOH91etXm3u3AVLl30+edI4v5Ilkl8lN23WeO/e/SV8fb9cs06WpJ07to4c9cn5C5cmTRjTv1+fwoULc85Hho7ZsWuPbeY0RLCFz83Ozqlbt/ayJYtq16rBOYe3jRAiBL9zIjz56UVFUaIuaxtPOikFAv8yXUCvhnJwE4Ouqe7FqwcE2STZjCjg96GUcl2fMm3W51+ubte2jb9/pfv3Hnbt1mnJ0hWEkOEhQ9eu3aDIyupVK3r27l+3Tu31674cO27SoW+PXLl0dsSoMd99d653r+4nT38XFxd/9syxLVsiNm76pk/vHtGXLj99+vTShTMHDn775aq1p04cjtp3YFb4vNCRIcM+GlyuXBlKWfTFS23bd128aK6vj0/3nsHBvXuWK1d2waIlo0aEEAIrVq4KC5ty4sTpCxcunjl1dM68Bc9fJJw4enBP1P5RoWOOfLu/4Qf1dV2HfwtlcmbS3YT7x3z8OxMqASC8RgjTtVxH+rNXTy+8Xz7QbPUGBAAEIIRSAgQBUQgABCCEUPgrAoA/E/Az8jOGyBFF2oubqc8ucy2XySafKl3Mbl5ASHbq4+c/HBC6qpg9C/nUci9WhTIlNf6a6kjzq9kXUQAQ2WChTII3sqc8io4IDgiyeVUIgnyGIGJ8bFRcTCSTzf6BNsVoRRTw1hGCXLt5aFLWqx80Ic3Yarn1SGESwj/DNR10DgaZUQq/4FyApisuRkppXrYDGGMSg19wnYOqASHEoFBK4DWuc1A1oJQaZEII5xxUnRhkSikiClVTzEYAUB1OqsiEwG/BOZQsysP7ZL/voRPFrX7PTUwxAyK8fcgkE1DCVQcAgQJFkqQbN26uWrNu1MgQo8GwfOWXI0I+Klu29PyFn5UvX25Av+DPv1i9Y+eeZs0aT5447ustEXv27uec+/p4z549807sneMnTk+cMMbHxzslJfWzpSsuXb5CKa1Vs8aYj0etXrvh/PloVzfXMaNHtmzZ/NChw4uXrijh67Nw/uyiRYsCQFxc/IqVX35/85YsyzWqV6tYqfyePfv79u3ds3tXXdfhbaNMSXtxM/bYTKE7cpx04uachDRkFP6eU1W5zhVFkSQG/4hA8LSQJYPM7hYAYFVazSxcsr7gKvxulNKsLPvnX6w+cfK0ELxsubLhM6fHxcV/tnRFWlqat4/3xHFjSpf2W7BwSZkypQYN7L9t+86bN2/Nnxt+54cfZtnmZmVlNW7cMNue/fHokXa7fXpYeJbd3qpl85SU1E8+Hnk7Jvb4idNTp0xMTk6eHhaem5e7YN7sGtWrIsJPPz1esmxFzx7dGjdqsGbthj179wvE+vXqTJowLi0tLWzW7ITEpBrVqiKQT0aPOHjocFp6+qQJY69///2WLdsmjh9TunQpzjn8WyiTM5PuJtw/5uPfmVAJAOEvSEZSbNrz7ymT1NxMpyPVvVjl4pU6MElBoedmJXItVzJYjC5FCGWcq7rTDn+FQCiTjVZKJc6defZExeQpKS6aM+vJjQh7ykPVkVa+0ceePrW5mhMXuyf12RXVkV6q9sAipZsSQiiTU+Ovq440v5p9EQUAkQ0WyiR4I3vKo+iI4IAgm1eFIMhnCCLGx0bFxUQy2ewfaFOMVkQBbx0hQnNe3T1cdSSlZ7OwCNf7Lxhj8GZC5x8G1fmwZe0vNhy89yCOMgYAXOcVyvkMH/RhreplKaU/Pohft/nIlRv3GGMAIHReo3q5kUPavnyVvnzNvuTkTMqo0HmzxtUG9mn544P4lWsPOLIddepUDO7W7IsNBx8+iLd6uIYM+rB185oA8O2Ja6s3fpvrcBJK4J/hAopYRXif7DJemgBjnW5rTK7FEAW8fcgkE1DCVQcAgYKGMSYZDLrTCQCSwaA7nUIIxWhEzlVVZUyy27MMRoMsyZIkZWdnO51Od3d3RGSMUVnS8pxCCEqpJEkZGRkI4O5m5YJTSjMyMkwmk9Fo1DRNklhOjoMQYjAYEBEAGGOSxNLSMygh7u7uAOBwOBBRlmVEhLeNMDk+ZveDC58bTMbvYrWl+51AgMDfQERZlvt271CjauVtuw9GX7nBGIN/RAgYFmToUEfOzXOWqjWgVO0BKDj8ESilsixnZdl1XXP3cOc6Z4xpmma3Z7u7WwkhnHPFaETOVVVVFIUw5szNlSRJVVVN09ysbkCo5nRSSpyqxnXd1c0VCNWcTsYYlSU1N49S6nSqmqaZzSZEBABKqWw0clXlnMuynJ2drXPubrXquk4I4Zw7cnM93K3AJC0vT5ZlIMSZlydJElMULS9PCAH/LsrkzKS7CfeP+fh3JlQCQEKZI/PFw4tfFisbaHAppDntrx6d1TVHpaYTuJabcO+oYi7ENUd6wi33YgG+AV3Tk2LjY3YDIAABQgDQvah/0XItHRnxaS++z82IL1MvxMXDNy87OfHBMS3Pnvz0ol/Nvl4V2yQ/vpCT9jQ9MUbLzarUbKKLZ0kUnDI5Nf666kjzq9kXUQAQ2WChTII3sqc8io4IDgiyeVUIgnyGIGJ8bFRcTCSTzf6BNsVoRRTwthFC1Dz75R0DgTviU6SwCMvzFMYYvBlXtdlhA6eO7dmu16wjx64wRRY6r1ChxO7NU32KF/7uQiwiNmtUNT3d3qX/nBu3HlLGEHHlguGhH7UXAnsNmb9r71mmyFzVZk7tP2tyMAAMCl22eeOhgYPbrVsa2qZn2KmTN6ZO6mOb2m9L5Mm0tOxiRT2mzv46/kUyYxT+GYFgVjA8OLuan6qjUq3tQvdilVBwePuQSSaghKsOAAL/cSil+BoAUEoJIUIIRIS/QykFACEEvMYoRUAhEF6jlAKAEAJ+hVIKAEIIAKCUIAIiwttHAPHHs0sSHxw3GZXl+/OO3NQUCf4XzoWHh3XnphUf1K05a8HKhcvXSRKDf0TVoUll6dOuRlXTC5WoX6XVDEIYAMIfhFIKACgEwl8QQiilQghEhP8H8poQAn5BCQFChBDwdyilACCEgH+EUgoAQgh4jbwmhID/A5TJmUl3E+4f8/HvTKgEgIRKGYmxDy58bvbwkQ1u1qKVFZNVNrhZCpd6fH1L0oOTlZp/arYWjz0RzrXcSs0mpz2/kZP+zGh5DwjR1ZyctKcla/SVjW7JTy4kPjjuVqhMhabjZYNrRtKdrJSfKKHPYnYWr9i2aJnmSQ9PWgqVenxts9FSpGLTCbLigoiUyanx11VHml/NvogCgMgGC2USvJE95VF0RHBAkM2rQhDkMwQR42Oj4mIimWz2D7QpRiuigLeNEJqXnXxl9zAqcn9KlMO2WV5lUkbhzbiqzZzWf9Lobl36zTl24iqVJRC4MHzIuJFdRk38cs3a/YAYGtr184Ujln4ZNWHGegAoWszj9L4Fz+Je1qhW5tvjVz/6ZCUiCk2fObX/6GHtNVV/Fv+qXa9Zgc1rrFkS2jE4/MyF23u3TG/RpFqDoHF3r/5oLOKBiJrGCYF/ChEYhfBge91ymiakgKBwT++aKHR4+5BJJqCEqw4AAu/8ByBE6OqNA2NzUh/pgs7emXfzMVck+F84Fx4e1m3rlzb5oE7YvOWLV26QJAb/iMahojed3t3kakLFpUid7muZZAREeOdfRJmcmXQ34f4xH//OhEoASCjjWu6T77cnP70AXAfKrMUqla410ODyXtqLG1kpD73Kt3Fkxt8/v8LF069UrUHZqT95etdUTFYU/MWPhymTi5ZpRpmS9OD4o6ubi5Vt4VerLyHs5aOzlDJC5Z8urfHwrmF293H1LOXMTX909asifh+UrjMUgAAgZXJq/HXVkeZXsy+iACCywUKZBG9kT3kUHREcEGTzqhAE+QxBxPjYqLiYSCab/QNtitGKKOBtI4Tm2l9e3RNCMe9hghwWYUnOoozCm3FVmzmt/6TR3br0m3PsxFWQmLuby76tYb7F32veecrTx4kAWKFCyVP75sX++LTbgLnZGdk9ezZfs2T0oNClfbo2aVC3cqMPJzx5lgRc2KYP6NO1adS3l0I/ajd51saU1Kw1S0d36ht+5sz3UyYGz5sxIPaHp6s2HtoZdT4tLYtJDH4DRKAUwvvY65XXNC5VCZpZyKcOCh3ePmSSCSjhqgOAwDv/AQgRWt7lnUP1vNTkLDJ3V+7jJCEx+Ctd1zVN51x4eLrv+frzZo3qTQn/bMGSNUxihBBFkSml8Cu6gOKeZFp3k09hAtRYv/cW2WBBRHjnX0SZnJl0N+H+MR//zoRKAMD1vMyXPygmdzU3Le3FLaE5055fL1mr3/tlWwFATvrT1LirGYkxJjdvnypdjC6FEQUQSihLfnIhO/2Jb5VuTDKi0B9f//rlk3Olaw0sWqY5cu35DwetxfwJwL3zy1BgsTLNvat0fvL91pcPT/nVCH6/fGtEDgCUyanx11VHml/NvogCgMgGC2USvJE95VF0RHBAkM2rQhDkMwQR42Oj4mIimWz2D7QpRiuigLeNEJqX/fLK7uFU5D5MlMO2WZIzKaPwZlzVZk7rP2l0ty795hw7cRUYK1LY+u0Om9GgBHWbnpCYCoh+fl4n9s6Nf5HcMTjckZO7cdX4GlVKt+o6rUPruqs+GzXk4+WbtxwDArbpA/v3bN43ZPGCmQPdrZZvdpyaMqZH1wFzT5+56fme+5gRnUKHtvdwtxw8ennUxFXPXyRTxuCfQQRKIbyPvV55TRNSQOAsT5/aKHR4+5BJJqCEqw4AAgWKLMuUUk3ThBDw21BK8TX4D0YI1/Iu7xjMnemvMmHOrrynL4XE4L9wzhvVrx3UopFANCpKhzbNfX2Kn4u+euX72xJjmVn2bbsPPn+RyBiDX3ABxTzI9O4m3/cIUFO9XpsUoxVRQP5A/gKEQPgVQggAICL8ZpRSfA3+z1AmZybdTbh/zMe/M6ESoTQ79cmdE7ML+dZ+z68RCo3J5oeX1vjVHlDIuxYI4ch6npEY++rJBSYZfKp0tRapgCgIlbJTfkp8eMLHv5PRtRghVMuz3zu3NDcrqUKTcdaiFVRHetzt3d6VO3Hd8cOZxZQpFZuMk03u984uyU57VqHxx9aiVVBoAECZnBp/XXWk+dXsiygAiGywUCbBG9lTHkVHBAcE2bwqBEE+QxAxPjYqLiaSyWb/QJtitCIKeNsIoU5H2uWdQ6jIffJSDttmSUynjMKbcVWbOa3/pNHdOgWHnzh+FSTJzeqyd8v08mW9W3aeev/Hp4BQq07F43vmHD9zM3jowtKlvQ7vDHezmM9djH2vsHvjBv67DlwYMHxxrj3XFjZoYO8WLTtPq+ZfatMXY+49fF7St2iPQfNOn70FXAAhpcsUnx82qHunRsPGfr5+07dMluCfQQRFgvA+9lplVU3IVdvM9fCqhkKHtw+ZZAJKuOoAIFCgPHr0OCUltWLFClarGyLCP0MI0TSNMUYIgf9ghAgt7+qe4WrOy4wcMntn7sMEITH4GSIKLpbMmzpicB/4hxA79xt5+Ph3iqLAL3QBJQqTqT1MXh4EmLl+7y2yYkZEyB8QkXMuSRKlFACEEIQQTdMpJZRSeCNKKQAIIQghmqYxxggh8H+GMjkz6W7C/WM+/p0JlQgBXXU8vvENV3ONlsLM4Cr0XIPJs2jp5rn2RCoZTG7vE0IeXl6X9OB48YrtStbsSwh15qTGxex+r1RDj2L+Quh5OSkZL27GxewiTClZs6/Fs2Rq3JVXTy6UrN7L4lnq0dWNhXzrehavkfLs8rOYnQTAr1a/wiXqE0IBgDI5Nf666kjzq9kXUQAQ2WChTII3sqc8io4IDgiyeVUIgnyGIGJ8bFRcTCSTzf6BNsVoRRTw1hHCtdzLkYO5mvEqk4Vtc32cyBiDN+OqNmta/0kfdx82ZsXZC7d1ga9eps8NGzD5kx7hi7YtWrnLaFAWzBo8tF/QR5+s2LDh4JAh7VZ9NurAkSsvElMJhVZNa7hZTG17zYq5ds8WPmRQn5ZB3WbEx7/a8/W0wBY1c3Ly2veedf7ynTYtasX++PS9x+bkAAAgAElEQVRFfPLY0K4LbYNDxn2+buO3TJbgn+ECPCwivE92RR9NgKFmx+UWz1KIHN4+ZJIJKOGqA4BAASHL8vnz0SNCP0EhVixf0rJFM845AAgh4BeUUgAQQsBrlNL45y9CR4/r0P7DoUMGCiEQkVIKAEIIeI1SCgBCCHiNUkoIEUIgIvyCUoqvUUoBQAgBrxFCKKVCCESEt4yg0G8dnpqZdJtSNndX3qV7uiLDf+GcN21Ut3WLJgBgUOQ2rZr4entduHLjxs07jNEse/aWyH1x8S8YY/ALVYfqpdj0HiaFcZNHqVodl1NJAUT4fSilACCEgNcopQAghIDXCCGUUiEEIsL/A2MMEZct/+LKtWtfb1xnt2ermlrc6/1Xr1LGT5xSvXrViRPHqnlO+BVCCKVUCIGIAPDy5StKSbFixeLin4eOHteh/YdDhwwUQpCfAXAh4FcopQAghAAAQgilVAiBiPCbUSZnJt1NuH/Mx78zoRIAEkJ1LdeefD/56SX3Yv6uhUub3X1y0uPuXVjhYvUp12CEEPze+eWZSXf8avb3Kh/EuRp3a6diec+rXCtEAQB59pe59kTkOhAiKS6SwZJnf4Woy0arxdNPdaQrLoW4mpOd9lRwjRCQDK6WQqUolQGAMjk1/rrqSPOr2RdRABDZYKFMgjeypzyKjggOCLJ5VQiCfIYgYnxsVFxMJJPN/oE2xWhFFPDWESJ09cb+MY70xzlOKSzCcuepzCSEN+KqNuPTvuFT+sFrDx8lNGo7wWRUvlk9oWF9/5fJGYrMXC3mr7efHDt1bZ5T279tZtXKfnVbjXn+PBk4Hz2q68oFwyeEbViyePvsOR8N69+6Raepd27eb9uh0Z4t02SJNWk76cqN+3u2TG/VrHpKSlZxr8Jnzt8a8vGKZ3FJlDH4Z7gA70IivE+273saUnO9XhsVozuigLcPmWQCSrjqACBQQBiMhvnzPlv2+RdnTh4pW7qUrCh2ezYX3Ormpus6AEiylJGeqSiy2WzWNA0AKKXJySnLV3zxwQf127f7kMoycJ6VZWcSMxoMuq4ripKdk8N13c3NVde5LMs5Dkdebq6Hh4cQghAiGQyo65mZmWaTSTEo2dk5AMRkMuq6LkmSrut2u93d3R0AOOfwNhEg5OHltfExu0xGZeNJ565oTWLwV1wIAOBceHhYIzcsa9qw7vS5yxatWC9LDBEJpZQQ+BVVx7a15E/amRx56vsVWldsPBaAACD8uwghsiRlZGZSylxczIjIJJaRnqkostls1jSNMYaAmRlZbm6ulFJJlgGF06nKskwlSXM6ZUUBgGy7nVK6b//B+/cfTPl0YujocXHPn+/bE6mq6vKVX5YvV7Z3cC9AAAKAoDmdjFHORXp6hpubq6IomqZ16dbbzc11e8TXL1++XLJ0xQcNG7Rt01piLMtu1zTN08ND5xwAZKMROM/KsjOJGQ2KEEgpTU/PMJtNsiwLIeC3oUzOTLqbcP+Yj39nQiUABABCGVdzk+MuFSnZkElGBJGXk/LTpTWCayWq9khPiEl+Gl24RD0f/85MNic+OO7MSfGt2p0xBVEAACGMUAqEAiDgzwQhDAgBwYXghFIUgvyMMiAUAEGgEDoAAgBlcmr8ddWR5lezL6IAILLBQpkEb2RPeRQdERwQZPOqEAT5DEHE+NiouJhIJpv9A22K0Yoo4O0jiPrtozPTnl8nVAqLsFy9pzAZ4Y1QiNKlvKpXKU3+ArLsuWejb+fk5HkXf69F46oVyvk6ner1Ww+/i47Nyc6VFalJgypOVYu++gMK/FnhQtbGDfwfPUm8Hfu4fDmfkr5FL179wW53yIrcqF5lFxfjuYt3MjOzy5T2DmxWzdur8JNnLw+fvB7/PJkxCr8B56RscS08OLuQRZfNRep2X08lAyDC24dMMgElXHUAECgIJEmKvngpZMTHcXHxXbt0nBU27fyF6M1fR3DOO3ZoN3LER6qqLV228vSZswaDEhIytFOHdigEoTQ1LW3xZ8tbNm9apmyZ1avXFSrkefzEKau7+6ywaVUD/Hfv3bdmzXouxMABffsF996+fefXW7fl5eZW8a88fdqnqalpm77e4ubqdvL0mSr+lZs0arhx8xZZlmdM/7Re/brXrl5fuGjpy5ev/CtXmjxpnK+vD+cc3h7KlBf3jvx4eoFsMPwQx8O25eocCIG/QkTOhYeH+/YNS5t8UCds3vJFK9ZLEgMghMCvIQKlMKWrsU45yenMK99wtG9AN8E1+HcRSlWnc8NXm/ftP0QZnT5lUt26dRYtXnr6zFmDQQkJGdq1c8cnT5/OmbvwwcOfKlWs8OnkCVu+iSjk4RkaOjxq34Fz5y6MGzt6+47dOdk5V69dD+7d02Q2xd65W8W/8thxkx25jjatAydPGr9v/8EK5cu5WFzWr99IKTObTdOmTHr16tXylatevUouVMhz2tRJ9+7dHz9xiiRJ3bp2Hh4ydMs3EY0bNWzRvOnGTVt27trLud6gfr2JE8dmZmR8uXp94UKex0+csrq7h8+aUdzr/UWfLb1y5Xqhwp4L5oWXLlWKcw6/AWVyZtLdhPvHffw7ESoBILyGgnM9T1Jc4L8Q4sxOzkq+r6sORGHxLOlauCxlspaXmfb8e/f3qxjMhRAF/G6UyanPb6g5KX41+yEKACIbLJRJ8Eb2lEfREcEBQTavCkGQzxBEjI+NiouJZLLZP9CmGK2IAt4+AoD3zq9I+PGwySQtiXI5dMXIJIR/huscVA3+C6XUIBNCuM6Bc2AMEEEIIkuUUgDgeSoQYAYFXuNcgFMDmTFZ4hoHzolBpoQgonBqgEgMCqWEazoIBEaBC2CUSQx+G66TOuVVW3A2Qe5WrEq1D+dTJgEivH3IJBNQwlUHAIGCgDH28OFPoz8Zf+3699OmTirlV2LMuMkD+/dVFGXlF6u3bvnq8eMnc+cvmvrpxBvf3zzz3bmjh/eXLuUHAI+fPK3fsNnYT0JbtWweGNTex8e7UaMPNn8dMeyjQcF9enbt3qdRww8a1K/LJKl0Kb8+fQd27tShcuVKc+Yu7Ne3d4vmTTt06l63bu0ypUtF7thVys+vaZPG23fs6tql09w5M3v3GWg2m3r36jHTNqdj+3aLF83F1+AtoUzKSY+LOTI9NysBiDRnV+71h1yW4Nc4Fx4e1l2bVzaoUyN80efzl66VJAZ/R+dQvjid29ckUSGbPau2nu1WuLwQGvy7FEW5du1Guw5dO3dqX7denUoVKly/8f38hZ9N/XTije9vnj13/mDU7iXLVpw+c3b8+DGpKant27UZMeoTb2/vPbu2hc2avXnzNwf37x4zblL0xcvBwb0GDei7c9eeI0dPfLV+9djxE9PSMkJHDQ8KbNmrd//mzZoMGzY0KmrfN1u3O3JzTxw7eOtW7OMnT8qUKjVj1uz69er0De41MnSsIstjx4yuVatG6zYdRo8eWaF8uWEho4YOGVSokOeceYvCpn/apHHDwNYdfHy8GzX64OstEcM+Gly7Zo2QkaOnTZ3s6eHetGnjUn5+Qgj4DShl9rSnz25GlqjeizIZEOEXhFBEAb8glAEACk4oI4QKoQMiAAJQQgiigD8CZcrLR2cAoES1Xih0ACIbLJRJ8Eb2lEfREcEBQTavCkGQzxBEjI+NiouJZLLZP9CmGK2IAvIBSuW423vuR680Go37rxi+OGQGAgT+fYhACPxREIEQ+JdwHbp8kPdxO4cjT/Ou3KncB6PgLxDePmSSCSjhqgOAQEFACFFkaVb4vC1bt1+7cn79ho1z5i7q2aMrANm9Z+/0aZ/G3r5z4tTpnj26PXsWd+r0d3t3b2/erIkQ4snTZ81atA4dNbx5sybtOnSdMe3T0FEhjZsGFitWrHmzxtNmhB87sr923boAZMaMGZs2fXP86IFKlSp27dYnOTlleMiQ0NHjNqxbVbt2zSbNgzp3bP/Z4nmtP+wkSdLkSeO69QiuGhBQrVrAnr37ypYtE7UnUmIMEeGtIYSxe+dWvLi736Ao137ii/bm5alIKfyVQFRkeWCfLjWrVv5m5/7zF68zRuFvCQSJwpgOhsaVZVV1FivbslLzTwERfgdZln/66VHP3v01TRsxfFif3j1GjPz47PkLPXt0e/Ys7uy5CyuWLVqydGWDBvVWfbkCKM3JymoZ2M7Pr+S2rZtmz13wzTfbdu+MGDt+MgIcPrjXaDJ9Mmb88ROnr10+NyJ0TFxc/OFDe7My7a3bdmrSqOHKL1ZdvHC6R6++o0YOnzhhbFpq2sFDh+/+8GPUvv3+lf23btnQvWdfV1fX3TsjHj952rRZYMiwIS9fvjp67MTFC6etVrdmLdoUKVpk3JjR3XoET586OXRUSKOmge8XKzp0yKBBQ0LKli39cejIdm3bEEIQEX4TAoD3zi23ePoVLtmAEApvRgggwq8RAojwx0CnI+3pzcgSVbt7vB8ghAZAZIOFMgneyJ7yKDoiOCDI5lUhCPIZgojxsVFxMZFMNvsH2hSjFVFAPkAlQ8rTy7ePhVEi7r+Qxm900zkQAgUUAhCA8Z1ygqqreU5nxaYTvCu1F1yFfAGZZAJKuOoAIFAQEEIYpTNtcyK277x4/tT6rzYvX/5FaOjw4l5eiqLUqV1zpm3uzVsxI0cMM5vNbq6W5s2bFvL0pJQ+efqsWYvWoaOGN2/WpEOn7uG2GQP79239YUdPT88mjRtOD7MdObSvQaNGam72TNvcb7ZGHj96oFKlCp279s5ISw8JGTz64wkbN6wJCPBvFdSue7cu4bbpHTr1AAITxo3p3jM4KLBlo0YNCUC5cmUa1K9HCCDCW0SolJV8/9bhqdxplxjdcsa544ImS/BriICIlBIhkFICf8epQYc60rAgI6AgzBAQFO7pXUNwDX4fxtjTp8+Wr/giYvvOUSOHPX7y9MqVayNHDDObzZ4eHqVL+/UbOPSD+vU3rF+lqWp2dvaH7bt4Fy++a/e2KVOm794VtWfXtrHjJ7u7u0d8s1GWpXETPj1+4vTl6DPDR33y4kXCkUP77HZ70IcdmzVpNG9ueIdO3Skl+/bukGR54KCPbsfeHdg/+JuI7SV8fTd9tbZHr75ubm5ReyIfP37SpFngsGFDEhOSTpw8dfHCGTc316YtWnt7F/8kdGT3Xn1ts6YP7N836MOObq6uu3Zs/f7mrYWLlp46/d3a1St79eyuqir8NoTQPHvSo2ubmOxitBQhhMBbomuOnPS4wiXqeVVojYLDXxDZYKFMgjeypzyKjggOCLJ5VQiCfIYgYnxsVFxMJJPN/oE2xWhFFJAPECrlpD2+fWxmnj3JoUojV7u9zKCUQgGFCAYZPw/J8i2sI1ECgsIL+dQSXIV8AZlkAkq46gAgUBAQQhilU6fP2rJ12/Ur52NiYvv0Gzywf3Czpk0eP3nSoX3bXbv3Ll6yYvKkcX4lSyQmJfXu2cNqdaOUPn7ytH7DZmM/CW3ZollQm47z59mGDh7YtHlQ4cKFx34yukevvpUrV6xSxf+99wr7V640YNCw4N49ypUru2DRkpHDP6pdu1a3HsHbtm6uVrVKk2aBPXt0mz/PFtSmE6JYv25Vz179XFzMH48emfTyVSm/Ei1aNEOB8LZRKj2+8fXja1uYJOepuOaY81SMLjMgBP4KAQCREAJ/CxFUHT6oKIW2NbiZiK6rvgHdy9Yfjsjh95EkKeZ27IGD3/r4eM+aNbd7t84+Pt5z5i2aPGmcX8kSL1++6typw7gJk0+cPN2nd8+c7JwRw4cuWfb5iZOne3bv+u2RowTIgX07R40ea7Vad++MUBR59Cfjjxw5cfvWlfETpuzYtSd01PAundv3GzC0ZYvm1asFDB46ou2HrRs1+uDDNkEjRn6s63xg/+A58xdVrlQxctuWQUOGXYi+PGXy+IYNP+jQsWto6Agf7+IjR48dPWqEq8WyeMnyBfNn16gWENSm47x5tqGDBzZtHuTp6Tl82JC7P9yjjIbPnr9wfvjIESFOpxN+M0KYlpeVnhjjzElBQHhLJMnoWrisa+GyiBz+G5ENFsokeCN7yqPoiOCAIJtXhSDIZwgixsdGxcVEMtnsH2hTjFZEAfkAIURw/faxWWnxV6ikrDhgPnzNwCQooDiHKiX1BQPsFDRLoTIBrcONliIoOOQLyCQTUMJVBwCBAoIxtmfvvgsXLobNmOLq6rpu/Vd7ow5yzn19vG226R7uHgsXL710+QqltEb1atOnTnZ1tRBCUlJSZs9d2DqwZaXKFRctXtazR9dGDT9YsHCJi4t55IhhEdt3bt68BQAGD+zfu3ePDV9t3rN3n0BsUK/OpInj4p+/WPn5qhHDP/L19Zk7b1G9enW6dem0dNlKnfOJ48dEX7y8bPnK1LR0i9k8fPhH7dt9yDmHt41Qpjuz756an/zskmIw5OThN2ecR2/qQgCj8AZcAAFoFiANam5wtxBVVd3fD6jSKkwxe6Dg8PtIkvT02TPb7PlPHj/x8S4+bdqn7xcrumDR0kuXr1BKa1SvNits6vPnL8LnzH/6NM7fv9KsmdOePo2bPXcBADRv2jgjI3PE8KFbtm43m0yjRoZIkhSxfUdMTOy8ObOuXrthC5/n4mKeEx4WuWN3xYrlFUXZsXMPeW361MkvXrxYsmylq5trqZIlvYsXHzUq5PiJU4uXLPcrWWLC+LHr1n/VonnTFi2afblq7ZEjxwmB1q0DQ0eGJL18ufiz5T17dG3U8IMFC5e4urnWrllj4aKlmVmZNWpU/3TSuEKFPIVA+FcQQgmV4O0iAOJnOvwPIhsslEnwRvaUR9ERwQFBNq8KQZDPEESMj42Ki4lkstk/0KYYrYgC8gcqGZ5c2/z4+haDQk/eUubvshAKhEBBxDUyKMgR3DhX1XSv8kGVmk8SXIf8AplkAkq46gAgUHAoskxkSc3NAwBZlrOzs51Op7u7OyICgCRJGRkZCOButeq6jogAQAhRTCahaZxz2WjkqqrrusFoBESn06koit1uJ4S4uLjoui7LcnZ2ts65u9Wq6zohRDIYdKdTCKEYjch1VdUMRiMAOPPyZFnWNT0jK9PVYjEYDJqmQf5AqOTIiL97en7Wq3uSpHABZ+9quy6oCenIBVACjAIh8DNEEAhcAKVQ1Eq61FNaVpMVCTRNc/Eo6d9iiuW9Msh1+CMwxoQQWVlZbm5ulFJElCQpIyMDAdytVl3XKaVCCLs922p1Q0RKaV5eHgC4WCxAiOZ0yooCiE6nEwAURSGMOXNzJUly5OaiEGazWVJk5AIRqazAX6DudBJCHA4HodTi6gpCOFVVYjQnx0EIMZmMksEgNP1niixnZmUBgNVqVVWVECIbjVxVdV03GI2AyDlXVdXhcLi7u4vX4D8EkQ0WyiR4I3vKo+iI4IAgm1eFIMhnCCLGx0bFxUQy2ewfaFOMVkQB+QOhzJ788MaBcRS0hDQ27RvX5ymUMShwhAAXI84Otgf46ZoOlZp9Wqxsc8H/P/bgBLCpcm0X9v2871orY5syQ5hVsGCsirOggkPjBAgoCAWcRxQHEERBDW5EBUdQENk4VqsbKSrOgoIUcQJrRUUIQ8rcUNqmzbCS9T4HOb/n+J1vU93735+mJteVRLpgqTkgyDKjAKHJEkIQkVKKmXGAEAKAUgq/mxACgFIKBwghACil8DsQkRBCKcXMSCdCMxqqt/6w4tF929dqmiEl1TRw2Q+pLzekdu7jvREVSzAAu0EtcqhNnjj2MHlaT715DlmKU0nT06ZH/mnjclt3UykT/zlEJIRQSjEzDhBCAFBK4QAiEoKU4v0ACCEAKKXQKCEEAKUUDkIIAUAphV8IIQAopfArQggASikcBBEJQUrxfvjrIN3mFlJDoyLhYFlxUYE/4M33I80QM1dWlIbKS6Tu9BUGDLuHWSFNEKlUcu2S8XV7ftR1+fhbrrdW26SGJsdK0QmHm/cMr9eE0uzNjh/8pOFsDlZIFyw1BwRZZhQgZP0VCaHF66u2rC3euf4DKxmXmq5rFDOxp1btjXA0wQAcOlrkitYectooabGVSgpptDm0X9fjRjty27FKIeuvj3SbW0gNjYqEg2XFRQX+gDffjzRDzFxZURoqL5G601cYMOweZoW0QULf9l3p+pWzDEP/oVK7/dkcMwUiNCEMgDFxSMPZRyfi8WTHo4Z0P/kGZgUw0gVLzQFBlhkFCFl/USQkmKu2fLbtu8V1VT+kzKgQUkohBAn8jAFLsaVYWSmpO3Jade/Qs3/rQ04jobFKISsjkG5zC6mhUZFwsKy4qMAf8Ob7kWaImSsrSkPlJVJ3+goDht3DrJA2SGjR2srydyfHareDtMAr7tXrdSnRhFgWOrexHrsy4rRZQncW+APNvMcoy0QaYak5IMgyowAh66+MhNRSiYaa3evCW1bV7v4+FtnFVoqhABAESWl3tc5t06NV1955bXy6PUdZKYCRlSlIt7mF1NCoSDhYVlxU4A948/1IM8TMlRWlofISqTt9hQHD7mFWSCdC6utXzq6sWGSzaV9t1AOvuGMJEgJNAjMEMHZAw/nHm4mE2aprH99Zk4WQzIw0wlJzQJBlRgFC1l8dkSChKSuplJmM1URrtiXNBgA2R3NHblvN5hbSENJglWJWyMospNvcQmpoVCQcLCsuKvAHvPl+pBli5sqK0lB5idSdvsKAYfcwK6QTErKheuuat8alzAggZpS6lq41pIYmwUqRr2vyvqJ6l00xxJGF97bsfJKykkgvLDUHBFlmFCBkZQoCgUAgQUQAdN1pWYlUKg4mgJGViUi3uYXU0KhIOFhWXFTgD3jz/UgzxMyVFaWh8hKpO32FAcPuYVZIL0RCBr9YsGVNsaHrwV1y4vM5tQ0kBNIcMzTJk4c19O6RTMTNNt3OOOKMSSCAGemFpeaAIMuMAoSsTKUbLqWSVioBELIyFOk2t5AaGhUJB8uKiwr8AW++H2mGmLmyojRUXiJ1p68wYNg9zApphoQWrdle/t5dsdpthiFfXWGf94FTCBDSmpXEBSclxvaPWpbSDFeBP9DMe5Sykkg7LDUHBFlmFCBkZSrdcCmVtFIJgJCVoUi3uYXU0KhIOFhWXFTgD3jz/UgzxMyVFaWh8hKpO32FAcPuYVZIP0Lq275/e/2nj0lB8SRNX+j+7HtDaox0ZVno5rWmjqhvmaeSZrLLMSMOPfEKVgpgpB2WmgOCLDMKELIylW64lEpaqQRAyMpQpNvcQmpoVCQcLCsuKvAHvPl+pBli5sqK0lB5idSdvsKAYfcwK6QjYrbWLXtgT/ATwzA27xaTX8rZvU9IiTRkKbhsPGVY/fHdU6aZzGmdf/S50zRbLlghHbHUHBBkmVGAkJWpdMOlVNJKJQBCVoYi3eYWUkOjIuFgWXFRgT/gzfcjzRAzV1aUhspLpO70FQYMu4dZIS0JodXv2/rte1OidTvshly9Xp++0F0fIyGQVpihCb7+vOiAE00zaUnddWTh3S06HKcsE2mKpeaAIMuMAoSsTKUbLqWSVioBELIyFOk2t5AaGhUJB8uKiwr8AW++H2mGmLmyojRUXiJ1p68wYNg9zArpiqS+J7j8+48fZCupaWLJF8bst52WIiGQJhSDFYadFr/8zBiBFfOhJ17VueBiZgUw0hRLzQFBlhkFCFmZSjdcSiWtVAIgZGUo0m1uITU0KhIOlhUXFfgD3nw/0gwxc2VFaai8ROpOX2HAsHuYFdIXkZBby1/d9MUCAoSgRZ/ZFnzoMFMkBP50ikHAwBPj15wTk8SWZXl79j+8z43Yjxnpi6XmgCDLjAKErEylGy6lklYqARCyMhTpNreQGhoVCQfLiosK/AFvvh9phpi5sqI0VF4idaevMGDYPcwKaYxIKJXcsGrOtnVvSU0DaPFq27z3HZZFUuJPZDHAGHRS/KrCmKHBNBOtupzSs99E3ZbDbCGtsdQcEGSZUYCQlal0w6VU0kolAEJWhiLd5hZSQ6Mi4WBZcVGBP+DN9yPNEDNXVpSGykuk7vQVBgy7h1khvZEQVsr8aeWsnes/ED+j99YY8z9w1DYIKfGnsBTsOg87NT78tLgUnEymWnQ8rme/OwxnHisL6Y6l5oAgy4wChKxMpRsupZJWKgEQsjIU6Ta3kBoaFQkHy4qLCvwBb74faYaYubKiNFReInWnrzBg2D3MCmmPhLTM2E9lT+1Y/66QmiZpzUbtibdc28JCSBDhD8OASiHPra47N3pGQRLgZNJs2fHEHn3H2dytWKXQBLDUHBBkmVGAkJWpdMOlVNJKJQBCVoYi3eYWUkOjIuFgWXFRgT/gzfcjzRAzV1aUhspLpO70FQYMu4dZoSkgIVXK3Pj5M9u/XwK2DF2GqsTzy+zLv7MphhT4AygGWzi2W/KyM2NHdLLMFO/Xqkvvw/uMtTmbKZVC08BSc0CQZUYBQlam0g2XUkkrlQAIWRmKdJtbSA2NioSDZcVFBf6AN9+PNEPMXFlRGiovkbrTVxgw7B5mhSaCSChlbf9+SfDLBcqM6rpuWnh/je3lFfaqfQICUuB/iGKwhRwXX3hSfPDJiVwHm8kUCdnxyCFdehVphpOVhSaDpeaAIMuMAoSsTKUbLqWSVioBELIyFOk2t5AaGhUJB8uKiwr8AW++H2mGmLmyojRUXiJ1p68wYNg9zApNBxFBaOEtnwW/+Ht9OCh1XZO0fa8o/cz2cYVRE5EkWRD+g5ihLDgdfPLhyYt6x7t5LaU4lUrZc1p37TXSm38eAGYLTQlLzQFBlhkFCFmZSjdcSiWtVAIgZGUo0m1uITU0KhIOlhUXFfgD3nw/0gwxc2VFaai8ROpOX2HAsHuYFZoaIfVY7Y7NX7+0a+NSZSV1XSPQj9vlki9tn603ausJTCRZEP5tzFAKYDgd3OvQZP/jE0d1TWkSyWQKQPOOJxx6whU5Lbsxp8CMJoal5oAgy4wChKxMpRsupZJWKgEQsuuBxyUAACAASURBVDIU6Ta3kBoaFQkHy4qLCvwBb74faYaYubKiNFReInWnrzBg2D3MCk0QCY3Z2hNcsbX8tfrwRhAMTVhMu6rFR+XGlxv1zbtlPCYgWRD2I8JvYsZ+igGLNIM7t7KO7pos7GV2bmXpGidTrCzLmdeho+/CdoefIw0nW0k0SSw1BwRZZhQgZGUq3XAplbRSCYCQlaFIt7mF1NCoSDhYVlxU4A948/1IM8TMlRWlofISqTt9hQHD7mFWaKpISC3eEN69cVnld2/EI7sILKWmSVTXi0275PeV8ssNRqhKxk1KKbAFMIHw/2KAAMGahE3jds3VcYclfZ2Th7azWucqxUilLDDrjjxv/vnt8gtdeZ2USoIZTRVLzQFBlhkFCFmZSjdcSiWtVAIgZGUo0m1uITU0KhIOlhUXFfgD3nw/0gwxc2VFaai8ROpOX2HAsHuYFZoyEpJIxCK7dm1YWrW5LBLeyCqlaVKTpBiJJNXHaMseGdwtd1bL2ig1xEXchFJgQBBsOlx29jhV6zx1SBvrkLYpj5NtOqRgy+KUZQHkbNa5ZacT2x3udzXrDIBVCk0bS80BQZYZBQhZmUo3XEolrVQCIGRlKNJtbiE1NCoSDpYVFxX4A958P9IMMXNlRWmovETqTl9hwLB7mBWaPiJBUk/UV+3b+e2e4Cc1O79LmvVsmUQkhJBiPyJiBmIJipukFBgQAjaNnXZIYsVQDMtS+zGzEJo0XDmturU5tG/z9sc4ctuzspgt/BWw1BwQZJlRgJCVqXTDpVTSSiUAQlaGIt3mFlJDoyLhYFlxUYE/4M33I80QM1dWlIbKS6Tu9BUGDLuHWeGvgoQkkspKmLGa6u1r921fG62pTDSEEw17WaVA/xcAAhhgBh8AViBhczY3XC2dud48b0GLDsfb3S2FZuP9VAp/HSw1BwRZZhQgZGUq3XAplbRSCYCQlaFIt7mF1NCoSDhYVlxU4A948/1IM8TMlRWlofISqTt9hQHD7mFW+KuhnwkJIBGtTtRXxet3R2t3JBrCyVhNIlqdMutZWQCDpKY7DGcLw5Fnc7Vw5nptuW3trpY2V0siySrFzADjr4al5oAgy4wChKxMpRsupZJWKgEQsjIU6Ta3kBoaFQkHy4qLCvwBb74faYaYubKiNFReInWnrzBg2POYLfxV0X6CSIAEWLGymC1WiqHA+N9oPyFBgkiSkOD9LGYFZvx1Sc0OQZYZQ1YG0w2XUkkrlQAIWRmKdJtbSA2NioSDZcVFBf6AN9+PNEPMvO27xVu/eUXqzmMumKE78sCMTEEg/HOMAxiZgUiCwMpCVgYjIcH7KWRlMBIaEaFRkXCwrLiowB/w5vuRZoiZKysWh8pLpO4o8E8zHB5mhawMIzQDIJVKICuDSd3BKqWsJLIyF2mGg4REoyLhYFlxUYE/4M33I80QM1dWlIbKS6Tu9BUGDLuHWSErs7DUHBBkmVGAkJWpdMOlVNJKJQBCVoYi3eYWUkOjIuFgWXFRgT/gzfcjzRAzV1aUhspLpO70FQYMu4dZ4a+OCAQQEQDCzxQAZgD0MzBjP94PYMZfHUvNAUGWGQUIWZlKN1xKJa1UAiBkZSjSbW4hNTQqEg6WFRcV+APefD/SDDFzZUVpqLxE6k5fYcCwe5gV/oqIIIiY2VJIWioSs2qjqZjJMdNKmMpigBkEQWTXyWFIh03kODSPU2pSSAFBpHg//BWx1BwQZJlRgJCVqXTDpVTSSiUAQlaGIt3mFlJDoyLhYFlxUYE/4M33I80QM1dWlIbKS6Tu9BUGDLuHWeGvRRCIqCFh1Tak9tSYVXXJmqhlphQzmKGYATBAAONnBAjaD0TQNeFxyFa5eiuP3sytu2wCgGL8tbDUHBBkmVGAkJWpdMOlVNJKJQBCVoYi3eYWUkOjIuFgWXFRgT/gzfcjzRAzV1aUhspLpO70FQYMu4dZ4S+BCILIUlwdSW7aEw/XJmujlplSQhABRPg9mMEAM0tBeU6teY52SBtHi1xdl6R4P/wlsNQcEGSZUYCQlal0w6VU0kolAEJWhiLd5hZSQ6Mi4WBZcVGBP+DN9yPNEDNXVpSGykuk7vQVBgy7h1mh6RMCyRTv2JvYtCe+a5+ZshgACSL8mxhgxQzoklrm6Ie2c7RvYbPrwlKMJo+l5oAgy4wChKxMpRsupZJWKgEQsjIU6Ta3kBoaFQkHy4qLCvwBb74faYaYubKiNFReInWnrzBg2D3MCk2ZIFLMO6vN9TuiO6tNxSABwn+SUiBCK4/eo4OzfXObFFCMpoyl5oAgy4wChKxMpRsupZJWKgEQsjIU6Ta3kBoaFQkHy4qLCvwBb74faYaYubKiNFReInWnrzBg2D3MCk2WEFTbkKoI1W/dk1CKSRDhf4qlWAryNrMd1dXV3K0xg9FEsdQcEGSZUYCQlal0w6VU0kolAEJWhiLd5hZSQ6Mi4WBZcVGBP+DN9yPNEDNXVpSGykuk7vQVBgy7h1mhCSICM7bsiX+7paEulpKC8IdQil122bOjs3s7hxCkGE0QS80BQZYZBQhZmUo3XEolrVQCIGRlKNJtbiE1NCoSDpYVFxX4A958P36HVMqqq48yw2boToehmDUpcRA1tfXPv/JRq5Z5Fw88Vdcl/kXEzJUVpaHyEqk7fYUBw+5hVmhqBFE8aX2zuT64K64YgvBHUgwCOre29Tokx2UTitHUsNQcEGSZUYCQlal0w6VU0kolAEJWhiLd5hZSQ6Mi4WBZcVGBP+DN96NRCTO56M2y0rdXtWrpaZaX81Nwm2mmRg4946IBfXAQn33xwxkX3nFYV+8Hi+5v16YZ/kXEzJUVpaHyEqk7fYUBw+5hVmhSpEBtg/VVMLJtb0IKwp/EYm6Vq5/UPbe5W7MUmhSWmgOCLDMKELIylW64lEpaqQRAyMpQpNvcQmpoVCQcLCsuKvAHvPl+HFwikbz3oeLH5pROGHvR5HHDdV37aPnay8c8OveRG88vPAEHpCwLDE2T+EWkPrZi1Xd5uc5TTuxJRDi4ZDIFIl2T+BVi5sqK0lB5idSdvsKAYfcwKzQdkhCuT5b9WFdTb0mBP5elOMchT+qe621uWApNB0vNAUGWGQUIWZlKN1xKJa1UAiBkZSjSbW4hNTQqEg6WFRcV+APefD8O7sXXll5+3cOn9jnyzeJ7cnKcAEwzOf2x10YPPaNrl3b1DfGFb3767XebO7Zv5fG4duyqLrqo79bKqlcXLW/Xttn4my4K7617oeSjDZt2jBjS11JcuqTMbjduv2lIpw6ta+saFr29atv2qt1VtR3atbhqlL9lCw8OIGaurCgNlZdI3ekrDBh2D7NCEyEFVdWZn62v21dvSYF0oJjdNnlKD0+bPEMpRtPAUnNAkGVGAUJWptINl1JJK5UACFkZinSbW0gNjYqEg2XFRQX+gDffj4NImMnBo//2zpJVfwtcede4S5RiIhBRTW29w24jwoR7Fzz38odzH76pdeu884fd09Hb8pMlD9bUNtxy57wPl3790ZvTe3Tv9ELJ0kn3/v3kE3vecv2g4n98/GbpiqefGnfNZec+8Nhrd09/6aV5t2/asmvWvDdfWzCp94k9cQAxc2VFaai8ROpOX2HAsHuYFZoCQaiuT336fW1d1BIC6cNS7HbI3od72jbTLYWmgKXmgCDLjAKErEylGy6lklYqARCyMhTpNreQGhoVCQfLiosK/AFvvh8HsXN39ennTwhu2fWPZ+8Y3L/P5i27Fr61csfOvQ6H7bSTfYlkaujl0/xnHv9m8d0rV687a9Cdgy84pXjeBKX43IunfLFm/SdvPXT0kYf8/aX3r7rpscnjh9931+jrbps9//l3F700ZcC5J91657zHHn3trHNOuHTEWb1P6NmpQ2spBQ4gZq6sKA2Vl0jd6SsMGHYPs0LaE0QNCevT72v31CalQLqxmJs5tb6+vByHVIy0x1JzQJBlRgFCVqbSDZdSSSuVAAhZGYp0m1tIDY2KhINlxUUF/oA334+D2L2n5rQLbg9u3vnWy/ece/bxsVhi5pOv3z15/sCL+j79yE1zFrwd+NvzU+4aPXXSqMfnLr7ljrkPTb3q9rEXrd+w7bQLJhzSue2Hi6a53Y7rx89+esE7i1++54xTjzr1vPHhvbXL355xSOe2GzfteGjWwldeX94Qid58w6Dpd19mtxk4gJi5sqI0VF4idaevMGDYPcwKaU8pLltft3VPXApCWkpZ3L6F0aeHx6YLZqQ3lpoDgiwzChCyMpVuuJRKWqkEQMjKUKTb3EJqaFQkHCwrLirwB7z5fhyEZalb7pw3+8nX7//b1ZNuGQpg/JT5Dz/8ylOzb73+igumPvTyPfcuuOXWoXfddsllYx5+f9maN4rvPu/s4xe9VTZk1H1jrhkw+6EbGqKxMwfcuSm0a/UHj0Zj8VP8444/pvvSN6Z/9uUPjz5VOvbagTZDO/fiu7t36/Dua1M9uS4cQMxcWVEaKi+RutNXGDDsHmaF9CYI325t+GZzvRSENKaY89s7jzssl5mR1lhqDgiyzChAyMpUuuFSKmmlEgAhK0ORbnMLqaFRkXCwrLiowB/w5vtxcDt3V989/aXPv/qx6OJ+IHrvwy+P6NHl9puGdO7Y+qu1G0Zc9WAsFh80oM/uPfve/eirC/wnTrz5omgsMWjkfe29LSbdOqzn4Z0GDL+3U8c2b5cEqvbW9r/k3tpIw523DfO2bX7D+CePKTjsrL5HP/fyhxPGXjz0wlOJCAcQM1dWlIbKS6Tu9BUGDLuHWSGNCUE7qxMrvq9NppgI6YwBAk7t4enc2mYppDGWmgOCLDMKELIylW64lEpaqQRAyMpQpNvcQmpoVCQcLCsuKvAHvPl+/JbQ9qrtO/bmeVwdvC1y3E78Yk9VTWjbni6d2uS4nT9uqHQ6bJ06trYZ+uatu2rqGg7t0s7psMUTSU0TdpsBYOfufdt3hrt0bN2ieW5NbcOmLbtA6NqpTfNmOfgVYubKitJQeYnUnb7CgGH3MCukKyKYKV5WsS9cmxSCkPYsheY5su8ReW67ppiRplhqDgiyzChAyMpUuuFSKmmlEgAhK0ORbnMLqaFRkXCwrLiowB/w5vuRZoiZKytKQ+UlUnf6CgOG3cOskK6koG+31H+zpV4QoYmwFPfs6Dr2UDcz0hVLzQFBlhkFCFmZSjdcSiWtVAIgZGUo0m1uITU0KhIOlhUXFfgD3nw/0gwxc2VFaai8ROpOX2HAsHuYFdKSIKqLpZZV1ERiliA0FQwYks4+qlkzt6YYaYml5oAgy4wChKzMQwQC6TaXUslUMs5MyMpQpNvcQmpoVCQcLCsuKvAHvPl+/LssSwGQUuA/ipi5sqI0VF4idaevMGDYPcwKaYkIa4L16yobpCA0KZbiw9o6Tjo8F2mKpeaAIMuMAoSsjEEEQQQgZlpxk4VmB6c0SjlsUhJZvB+yMgzpNreQGhoVCQfLiosK/AFvvh//lqq9NTeMe0pIemrGmBbNc/GfQ8xcWVEaKi+RutNXGDDsHmaF9EOEhrj13tp98aQiNDHMsOnUz5fX0mMoxUg7LDUHBFlmFCBkZQBB2C+aUKFwvKo22ZBQ8aRiBgGGRg6baOHWO7ayeVyaABQjK2OQbnMLqaFRkXCwrLiowB/w5vvxb9m5u/r8Yfcw85KSQPt2LfCfQ8xcWVEaKi+RutNXGDDsHmaF9CMFfbu1/pvNDYLQFFmKfZ1cvQ5xK0b6Yak5IMgyowAh669OCorEU+u3xbZUxWMJpZgBEBHAAIGZASLSJXVoYTu8vaO1R7cUsjID6Ta3kBoaFQkHy4qLCvwBb74fv8/mrbvqIrH27Zq3bOFJJlOVO8LJZKp9uxZul2NPVU1dJNq5Y2td17btCFuW6tShFRHhgO079+6trmvfrmWL5jk4IGEmg5t36rrWpVMbXZP4r4iZKytKQ+UlUnf6CgOG3cOskGaIkEiqjytqwpGkIEITxIDLJs45poXdIGakGZaaA4IsMwoQsv5FRASAmdEUCEIonPh2a311JCVoPxwMA0qx0yaP6Ojs5nVoghTjD6NpGjNbloU0IA6wLIuZ8RdHus0tpIZGRcLBsuKiAn/Am+/Hb6kK1057uEQxA1ixquL+KZcBmPXMW9XVdbMfuqFFi9zZ8954+8OvBpxzUgdvy9J3VoWraqfdfdnAc0+qrWt48PF/bN8RbtOm2ZryjfdNGn3yCT0++mTtc6981L5di49XfnvScfl/u2t0bo4Tv0LMXFlRGiovkbrTVxgw7B5mhTQjBVWG48vX1TJAaKqYcdLhuYe1cyjFSC8sNQcEWWYUIKQlIjJsNjCbpsnMmqZJKRIJE/+NFIIBpRT+JxGREMKyLCKyLIuZNU1jZqQ3Ajbsin21IZJilkT4HRQDjO5e+7GH5UhBzPhXaZomdQ37MazUz/BblFK7du922O3NmzdnZvwWIhJCKKWYGf+NEIKILMvCv4WIGhoa9u6tbtumjWEzmBn/GURCEAn8iXg/xazwf5FucwupoVGRcLCsuKjAH/Dm+/Fbnnnh/WvGPHz7uEuGDz794acWjRp6xum9jxw/Zf6TcxY/N29C0cX9Pl757XlDpxyR36Vk/sTXFq+4554F9wauvPPWobfdNe/Zlz9a+Pxdm7fuuuG6mU88eWufk3qeM2TK4P69751YdOaFk6Ixc8WShzq0b4lfIWaurCgNlZdI3ekrDBh2D7NCmiHCmmD9d6EGTRKaLEtx1zb2U3t4FCPNsNQcEGSZUYCQfoiourr6peISp8s54pKhbrf700/LNm3aMnz4xZqmARBCKKX4gJ27djvs9ubNmzEzfkUIAUAphV8RQvABOEAIAUAphV/QAUopAEIIAEopIqqri9TU1LRv72XmwNT7w3v3PvjA3zy5uUopIQQApRQOEEIAUErhzyYENuyIfbUxYikQ4fdjQCnu2cF5zCFuIYgZv58QYvmKlZ8s/9Q0zdzcnLPPOrPXMUcppQAIIQAopXAAEQkhlFJCiKqq8HU3jD3+uGPvmnyHGY/jF1IKZlaKcYAQAgAzm6a5c9euFs1buN0uZiYiIQQzK6WIaN++fQ3RmLddWyICQERCCKUUM+NXiEgIoZRiZgBCCCJSSmmaVrr4zQdnPDL3qVkFRx5hWZYQAoBSCgcIIQAopfC7kZBWKlG3+4dYZBdA+HOw1OyeNvn2nHasLIDxM9JtbiE1NCoSDpYVFxX4A958P37Lh5+sKbrqofqG2BmnHz1uzJB+pxbE4ubFl00r+/z7t1+desoJPV58deno62ZOGjfs/smX3TRhztxn3351wSRfj859+09s3Srvg0XT6iLRT1et85/R64HHX5v19JsTbxlqtxsfLFtz8/UDL+rfR0qBXyFmrqwoDZWXSN3pKwwYdg+zQjohIGXxe2ura6KWIDRdSnGeS+vry8txSMVIJyw1BwRZZhQgpB9N0z7/4kv/uQPq6xtmP/HImDHXTZh413vvfVD26VKn0wnGvn37cnLcNocjXFU1aMjwXscc/fgTM5MJUykFgIh0Xa+trWPmvDxPMpkUQmg2A5aqqam1222apimldF2PROotZXlyc1OplKZpQtfjDQ2JhOlyOaWU1fv2aVLLyXELXXvi8dlz5j7z1uKFhx526Nynn6mri1x/7VW5zZpBqUgkQoDD4UilUrquNzQ0KMWeZnlQViJh4k8iBMK1yaUVNWaKBeFfxdiPTzgs9/D2Tksxfh/aDzT2lvHPv1h89llnhEKVO3fueunFv595Rj8G1+yrNQzd6XQmk0ld15NmsrauLs/jMey2UCh0zvmD+p126pNPPZ6IxQAIIaSU1fv2OR0Ou92eTCZ1XY9E6plVXovm5Wu/GXzRiLsn33Hp5ZenEjEhRHV1tc1mc7vdRDTlnqlvvvnOx0vfzcvLZYZSqqamxuPxCCEsy8IBmqZZllVbW5ubmyuE0HWtvr4hFo83b9ZMatr8+c/eNn7iO0sW9z7lJAbX7Ks1DN3pdCaTScPQ6xuipml6cnMty8LvQCTj9XuCXywggj2nHYjwJ7HMaLQm1KbbWW0O6wdW+BnpNreQGhoVCQfLiosK/AFvvh+Nsiy1cdOO9cHtCxd/+lrp8o4dW7//+jQrpc4YeEfH9i3ffnVqszz3zZPmzn7mrZK/31HYr1fh4Lt27q7+ZMmDu3bXnDVo0pE9u7z76n3Nm+dYimtr66+46bE33l418Zahwwadlt+9Yzxu5uY6pRD4FWLmyorSUHmJ1J2+woBh9zArpBNBCEdSH35TrRhNHQN9j/B0bGm3FCONsNQcEGSZUYCQfjRN+2z1F8OGjxKCWrVqVbqw5Jn5z7615J3Pyj6uqto7bfqD69b90LZt6wnjb1u5atXU+x7Iy/NcfNHgKXdNdDgcRBSLxZ6YPeeDD5Yy+Owz+t1229gNG4PPPf9Sbq572bIV7dq2ue++e7p3O+y55198qfhVy7IGDrjgphuve/e9D1Z8urKqaq/Hkzvm+mtmPzn324p1RDR61Ihjjj7qmutvXLfuhz69T7578qQf1/+0r2bfxRcNfmrOM3l5nuXLVzJ4yl0T+/Tp/eabS+Y+PT9lWW6X66QTT7jpxut0XWdm/LGIkEzxp9/X7qhOCEH4tyiGyybOLMjzODXF+D1oP2DMTbetXPXZ6rJPvv56jf+8gVMDU24eO+aBB2cuW7bcZjOuu/bqQRde8Mabb89f8HxtTU3Hjh2nTL6jWbO8884fdNqpfZ6Y9UgiFpNSVFXtffjRJz5b/XluTs64227ue/qpL7xY/NLLr1qWdfWVly9f8ekLL76cf3j366+7qk/vUx55bPaGDRs1TbtpzHUtWra4+tox27fvOMd/9j1332noxrTpD27atLlTp06T75p4ePdulmVJKX9c/9ODMx7ZvHnLUUceOWXyHQtfLy1d/GY8njj+uF6T77rj7Xfeu238xCVvvn6kzzdj5qPLPl5usxnXXXv1oAv7v/HGkjlPP5NIJEYWDb/8slF8ABpDIPqpbLbd1ar1oX2JCMz4s5CIRXZWfruoS68RntY9lEoCpNvcQmpoVCQcLCsuKvAHvPl+NOr79aFBI6cWnnnsPbcXXTD8ntrahqVvTN8Q3HHmhZMK+/V6Zf5EgM4ZOnnd91tXvjvTk+s8xT/O43G989p9gtB/eGD9xm1PzRxT0LPrkg++uGTw6a8tXnFPYMGVV14w/saLVn/1YywWv2b0uVKT+BVi5sqK0lB5idSdvsKAYfcwK6QTIein7Q1fbKwnNHkpxccdmnNEJ5dSjDTCUnNAkGVGAUL60TTts9WfF428vKho+IJnnx9zw7WJeOKdd99f9tG7EybetWr16om3j5v/9+d0XRtZdMldUwLt2rYdM+baoRcN1nVd0+Ss2XPvDUy75ZYb4/H4E7PmzH7ikfbtvf5zBxx/XK9jjz3mhRdfuezSkYMGDbj00qsuv2y0YRizZs95ufi5tWu/mThpSt++p1126chDD+n65ptvn3ji8a++tvCLL79+6YW/P/LYrGXLPrni8tFXXnHZlLun7tq1a9YTj14wYLDdZjvvXP+rCxf1Pf3Uh2c8MPDCoYWFZxzS9ZBbxt0+beq9N465loiYGX8sIWjL7tjKH+pAIPz7LMU9OziP65arFON3oP1AY28d//qiN668YvS6dT9s2rx5wfy5X37x9f0Pzrjzjtu/XrP2k+Wfvv3WoqVLP44nEq1atRw3ftKVl1968803nHf+oNNO7fPErEcSsZgQ4t7AtOJXXr337rsWLX5j9649jz8245IRl55w/HHnnedv26b1119/88BDM/v1PX3sjdcB9NGyT044/thZs+c0NERnPDht6t+mf1P+7c03jRl68eA77rx7z56qMddf89DMR484osczTz9pGAYR3XHnlOdfKJ4+bSqBTj+9z0svl3Ro335vdfXUqdPnP/OUZVk33zr+3SWLv/jy6+kPzrjzjtu/XrN2xadlLzz3zC23TnC5XZdfOirH7T7vPD8RMTMOjoRWX71l69rizscMF8IAGH8qqdl2/bQUgrocfYlSKYB0m1tIDY2KhDeWvVR01HnT2nU/C42qrWt44PGFP/4UOu1k348bKi8Z0rdfn4IdO/dOmf7itu3hiwf1Kezba+bs1w1dv3vCCMPQps0sWfn5urNOP3rMVf1/+KnykSdLw3trD+3abtSwM087xVdT2zBj1sJVX/yQ53H1O7Xg0kvOyvO48V8RM1dWlIbKS6Tu9BUGDLuHWSGdaIJWra/9aUdMCkITp5i7tnackp+L9MJSc0CQZUYBQvrRNO2z1Z8PvWTUrMce/uDDpUuXfXzSSSf+tGHDyy89N+ySUQkzce65/lWrVu/es2dhyUvX3XDz0UcfNfepx03TJCLTNEeMvDy8d+/777zR0NBwlr//ySedMGhg/+FFl82f99SQwQPP6z84kTCPO67XvHl/HzLkQoD+sfD16dOmxuPxGQ8/+kbpwhNPPjneEFn28fLVqz9f9dkXFRXfrVzx0ZJ33nti1lPvvbO4e7fDhg0fXVUVfnjmAxcOGjp6dNHfpt598bBRu3fvfnru7BEjLxs44ILOnTpNuee+xYtKeh1zVDKZwh+OgRXf1VRWm5JwMASAwIxGKIbHKfsdmZdj1xQzfgvtB7r5tttfKi45omePL79ec/NNN0yfFhg1+soVK8uGDb1o69bQ0mWfvLHo1Z49e/xj4aKNwWDxy68NurD/3ZMnXTBwyGl9+jwx6xEzHk8kEuf3H7x9+47Bgy9c+035jz+uf/7ZZ+5/YEZoa+iqKy+77tqrNm3efMGAi+69Z/LV11xdX1P94UfLvvx6zUcfLauvb3j37cXznlmw8PXFq8s+rqmt7XPaWV26du59ysnvvvu+0+Usfb2kTevWAJ6cM2/K3VP9hWfdcvOYk048/vsfflyy5N0NG4Mlry58+KHpLrfrayHFqwAAIABJREFUtvETFy18Zc7c+R9/snzY0Iu2bg19vHzFC88+8/Irr5Wt+mzUyOFjrr+2detWSik0Ski9dte6Hevf7+gbREIDGP8PIjDj30f7MSv8jED4GQNg/B9E+N+YhdT3Vn5tRvd2PXYkswJIt7mF1NCoWP3uT5+7uGXXU3xnTDIcHvyWaCzREI23auHBL5g5FjedDhv+m4Zo3OW04xeR+liO24FficYSmhSGoeOfIWaurCgNlZdI3ekrDBh2D7NC2iDAUvzJutod1QkpCE0cMzxOeU6v5pogRvpgqTkgyDKjACH9aJr22erPh14y6umnZrX3egcOGRaNNhzevdtzzz5z8dCinJycEcOHCUHtO3iP6Nnj4mEjjzv22KfnPpE0kwASicQlIy6tqal9753F9fX1Z/v7n3pq7wEXnHfJiEufefrJwYMGntd/sLKsgqN8zz9ffMMN17T3enVd79fvtJKSf8yb/+xbi//hO6rg7/MXTJkydfToETt27Pzgw6XLl73/5ltvPzln3nvvvHF4927Dho+qqgo/PPOBQYOHXX31FRMnjBt96VXbd+yYP+/JG8bcUltX17pVq7PPPvPaq6+QUjIz/lhEqIta766pTikm/HME+Lo2c9r1tRv2JpIWEQ7GUtynh+fQtg5LMX4L7QfcOHbcipVlb5S+9tjjsxe/sWTJmwsfePDhr9esveH6a5xOZ16ep9cxR48bN7EqHB568ZBZs+cUnn3W3VMmXTBwyGl9+jwx65FkIh6Lxc8578KGaMPVV14upGzdsuWZZ/ZriDbMmTv/mfkLBg++8LLRRYOHDA/ce9fV197wwPRpT8x66obrr/nss883b9ny9puL5j49v3TxW6tXfbKvZt8pp5554vHHnXuun4CuXTr37n2yYRgALKXee++DB2c8snvXngfunzrtgRndDjvkqKMKHn101vT7p7pcrtvGT3z9Hy/PfvLpr9esveH6a5xOZ26O+6yzztCknDdvwZNz5x3b65jnFjyd43ZbSuHghNRrd63bsf79jr5BJDSA8QsikUpGG2q25bY8FBAA419CJISmrGQyUa8ZTiJipUAEgIgAwv+HmC0AzIpAUrfvrfzKjFZ3PXYkswJIt7mF1PBbNq95+adVcwxns3bdC1t0OEa3e4TQQMLpaa8ZLvx5iJkrK0pD5SVSd/oKA4bdw6yQNgQhmlCffFezN5IUgtDEMaBLGnhCC5sumJE2WGoOCLLMKEBIP5qmla36bOCgYfPmzho8ZNCtt94+a/acgiN9Hy99d8zY27744qspd90BIk3Ks87sd9HQEdt37Lxl7JjLLxvlcNiFkNMfmPnQjEcm3H5bbV3tM/Of+/u8p/LyPOcPGHzkkb6jjyp46eWSm8Zcd1qf3qMuu/rSUSP69T1906bNgwYNeOGll5+aM+/9d9846phe99x97xOz5tx7z50ffrhsxadln69avmLlyhvH3jaqaPiYG669f/qMnTt3znrikfPOv/C6666efNcdwy4ZtXPnzscenTFy1BWevLxuhx16/HG9hg29qHXrVkop/LGEoC17YmU/1OEgGJBEZxzjzXEa739ZWR9PCiIchKXY19l1TFc3M34T7Qdce/3YZZ8s/3T5R8GNwXPOv/C2W8fm5ubMfPixCbff1rVL56pw+NQ+vS8ZcWmH9t7+F5x35+R7hwweOPXeKWef07/f6afNmTvLjMcBjJ9w52uvvT713skutyueSJx4/HGvLVzUvXu3v/3tgSN8Pe+aNGHAwIs7deowftwtH360bFHpG/cF7n72uRd379699KN3iotfDdx3/003Xlc04pI7Jk2pCocnTRgfqa/35OYMGHABETHzCy8WJxKJDRs3vfzKq3dMGPfAgzMvueTiPE/e/dNnPP74TLfLNeamW5Z+8M7yT1c+NOPRiRNu69qlc9Weqr79Tlu06I3OnTo9OXeeJuWi10uaN8uzLIWDE1Kv3bVux/r3O/oGkdAAxn5EBEqZ9TW71tVV/dShZ3/dkQdWAIgESGA/VswK/wftJ1lZAAMgIZOJyN7Ql9HaSmdex1ZdTmEruTu4om7PD8yWq1nXDj37S93GoD3B5eHKzwVJZ7POrbqc4m7WORz6woxWdz12JLMCSLe5hdTwO1Rv+3rTly/s2bySiDRbDpFQKtn5qGGH9xmDPw8xc2VFaai8ROpOX2HAsHuYFdKGIKppSH2yriYSswShqWNAE3ROr2Yep8aMtMFSc0CQZUYBQvqRUgaDwUcff/KKy0Ydd+IJwQ0bp0+f0b6Dd/KdEzdv2Tr9gRnB4GbDMAb0P+/6665+9bWFT89b4PP1fOiBvzkcDiKqqamd+fBjq1Z/rkk5aNDA66+96qOlH48YeXmf3ifv27fvkEO6Tr13Srt2bZ+eN39R6VuWZXXq2OG+++75ruK7Dz5cdvv4Wzp26vjTTxsCU6ft2Lmr19FHMfNtt45NWdYdk6Zs37Fj2tR7vvv+h+rq6lEjR8x8+LEzz+g7oP/5T82ZV1NbO+CC8y+/8touXTq1bdvmHwtLh1085NFHHgLAzPgDSUFrN0UqQlFB+KcYkER9j26X4zQ+/GpbfTwpiHAQitnb3Nb3iDwi/CbaD/T8iy+t+/7HO++43TD06Q/OdDqcV1w+evaTc8s+Wy2EOLbX0ZPvnLjk7ff+vuD5Vi1bduzUsUeP7kMGDZwx87HD87tfOnpk0jSllNu2bZ/5yOPflH+rSe2ss/qOHjli+oMPf/fdutatW48fd3NBwZGPPPL4O+++f/HFg0/r0/v+6TNr6mqPOfooXdfG3Tp2+/adU+6ZGovHZj40nRU/8NDD27dvt9nto4ouGTF8GAAi+sfCRfOeeRZA/wvOHT266Omn57//4dLuhx3qdLr69z/P4bA//0LxxAm3NW/W/MEZj3y2+nMhxHHH9rpl7Jg5T8//9NOynNycm2+64Yx+pyul0Cgh9dpd63asf7+jbxAJDWCAWFl7tpRFa0LKSigrFavd3u7wc1p37Q2iVCISi+wGyOZqYdg9zIpIEEkrFYtFdttdrYRuIxI1OypC3y1y5bZv1+Ncu6slCY1AdXuDW9a8FKvbYXO27NH3Nru7TcO+0JY1xXVV63V77uF9xrqadRFS21v5lRmt7nrsSGYFkG5zC6nhtyQT9du+W7zlm1cT9VXOvA6GI0935BGjZZeTOhVchD8PMXNlRWmovETqTl9hwLB7mBXShhS0p9b85LuaRJKJ8JsUM35BABEB4J9BCAKgFIMgiHCAYiaAiAAwg8EEIgIzGEwgIvB++C8EETOYmX4G3g8QRPgdiHCGL69tM0Mx0gZLzQFBlhkFCGlJCKHb7alEwrIsKYVms0OpRDwupSSifftqDJvhdrmSyaSmaXWRiKH/jJkBCCE0TaupqdE0LSfHzYy33n73kuGji19ccI7/bCmlEEIppet6fX19IpHIy8tjZiml0LVkPKGUklJalhWNxZrleSC1ZDxOQDKVisfjLpfLMAwQJU1Tt9tUMpVMJm02G6Tt9X+8eunlVz8844Fu3Q676pobzvWf/egjDwFgZvyBNEllP9Ru2BmTgvDPMCCJ+h7dLsdpfPjVtvp4UhDhIJjRPEcrPKqZFMT4XQzDICnNeByAYbeDOWmamiZramoZyPN4LCslpRaJRAzDcLhdSFlmMmnY7WxZpmniACmlEGLfvn1SSk9ubsqyiKimpjYnx61pmmVZQlBdXcThcNhsRiJh7ufxeCCEGY8LIRIJM5lMOp0OKaViVbOv1uFwOJ2OZDKJA3Rda2iIWpaVm5trWZYQorauzu12GXaHZZoApGEk43EAmqbV1NQwkJfrsZQlhKipqXE4HHa7PZlM4rcIqdfuWrdj/fsdfYNIaACT0PZtX7t5zYvdTrouFtkpNfuWtS/ntOre7aRr9+38NrxlVU7Lw+qqNiYaqtodXtiy00nx+l0N1Vv3Vn6ZMhsOPfEqR07bfTu/3bj6aVezLoedeJVmuIkEsyIhanZ+u2/Ht5GqDcn4vvzTxzk9HbateyNlRvdsWp7bKr/7KdcL3SGE3Fv5lRmt7nrsSGYFkG5zC6mhUUqlvvto2o4f3m3b7Yx23QvdLQ4xnM11mxu/QzxuKqWkJlMpC4Bh6IlEUtelUso0U4au2e02IvxaTW2DZVl2u+Fy2vFbiJkrK0pD5SVSd/oKA4bdw6yQNqSgHdWJ5etqUhaI8BsInVq5W+TahSAANZF4cGeEmR02rXObnLbNHCCqqolt2RVpiCdBZGiia7uchlhyW1UUgMdldGzlCu2pr20w89y2jq1doT319bHkod5cj9NQjP0EIZpIBXfUtcqzN3PbN2yviSVUi1yjQ2t3aHd9Tb1JhMYR0LuHp3Nru1KMdMFSc0CQZUYBQlNDREIIZlZK4QAhBB+AXxFCAFBKaZr21VdfT5s+Y8L4W/v0OcU0TWbGAUIIIlJKMTP+KzpAKYVf0AFKKfwzQojq6n2PP/HkmrXlAPfs2eOWsWPatWurlMIfS5NU9kPthp0xKQi/wsyHeHM7t84BgYBWHrumid37YpbFRNhTG/thS41ixn/FjDy35j+6mSaI8f+LEAKAUgoHCCH4ABycFIIBpRQAIhJCKKWYGQARCSLFP6MDlFL4hRACgFIKABEJIZhZKYVfEUIAUErhACEEH4D/RggBQCmFA6QQDFaK8TsIqdfuWrdj/fsdfYNIaACT0Hauf3/L2pebe4+GkC06nQCQ0+M17M3WLZueiO496pz76vdu+nHlLHfzLj373h6r27l70/I9weUtO57Q7ZTrrVRs/conI+H1bbudzSoVq9vVsssprbqcLKSx48d3NFtudejz2t3f5596q2UlYpGdyjIrv13Uvsf5nY4eBmYhtb2VX5nR6q7HjmRWAOk2t/hf7MEHfFRl2j/u7/0855wpmWQSOhMQ6QOMAayIiIqaUayo2KJgx14Qex27rhVRsdcsUcHYFayosWKJAakBnIEkwABJJplk5pznuf8un3f/7+5vX7PuuroTZ65LGuhQ69bYx89MHrDz1CFjzwQR/hUff7b4ngcr166tHzJkuxOO3icU7Dfr8dffW/hd1y4FO40ctHRF1OdxTzt54l7jSgB8+uXSp+a8KwT8+XnVS9bssdvw804/tNCfh59HzByrqYxWV0jTGyqNWG4/s0bGkILWb059uKRRMwgdYYZh0L6ji3sUetbHW7XmeFP7kh+3WobYc4dexd18DVuTAHp3yavb3PrR93XJlCrMsw7ctW/dluQnNQ1K8+Bi/5479Pqguq52ffPQvoXjS3p9WF0f3ZgYM6xnzyKvz2MIokSb3diS+nTJhr7dfXuEen2+dMMPa7fuPSpQ3NX75lexxkSaCP/UHsGC7Xt6tGZkCpaGB4JUOgkQsoOdtk3LxG9JCGGaZktLK7POz893HFspjd+dFPTVyual65JCEP6GZi7p3zW4XSEzfuJxGURoTzmaIQjr461fLNvoaCb8Hc3o4Tf3LSkShJx/g5BmU8OSuuXz+4YmkTAAFsJoa2lY/eWTTRuXstbSdHfffo9+o44hYWys/VBpp+eA8bHFL9f98EbX7XYdvPuZhpUX+35etGZu3x2O7Ddy8ubYVys+fdDydu2/Y5lWdu1XT4J1cPyFvqL+0e9f7Lb9Hg0r3tm45uM+ocO1k+4xYM9ozUtbol8O2n1a9+33YO0IaW6OLUont/Tf6QRmDZDp8glpoEOJ+Kqq8hNGHnBT76H74V933Gm3V8x556H7LzrzlIMAPD3n3ZNOv33SpL3mPHbZ7TNfvO6ax/bcd6d3Km957e0vzrp41v777Dj7rnML8r0zH37lgssfuuzCY266aophSPwMYuZYTWW0ukKa3lBpxHL7mTUyhhS0fnPqwyWNmkHoCDMMgyaMKjakWLAolkprKcGM4HaFuw/v+dWKTUvWbCGikQO6jh7U9aOahhXrGot8rtKd+9RvSX66ZIPSPChQsMeIXgtr6lfXNQ/p4x8X6vVxTcPq+mYphDRo7x16e9zGe9+ub2t3NLPLlBNGB6QQ36/eMm6HXkujW79ZGRdE+AXGBgv69/RozcgULA0PBKl0EiBkByGE1hq/PSEEAK01/kukoBXrk1+uSuAfEEEQMSCJxo/s5fNY73+zvqXdFkTM0Mz4B1rzkIBn18EFjP8AIYgZzIyMQUQAmBl/j7bRWuPXEdJsalhSt3x+39AkEgYIdltT86blHn9xU8OSZPP69uaG1q1rh+09w99zhLZTiS2rtsQWtWxZk99tUM+BE9z53bWTXl71QFPD4iHjzu3Wd9f1y95as+iZbtvvPmT3s+1U89IP70w2rRs67jxv4Xb1y+f32WFS/bK31y152Z3Xc/vRx+V1G7jkvVucVMuwvWf4umzPWglpbo4tSie39N/pBGYNkOnyCWmgQ4l4bVV5WUk4EgiG8S/aujUx4fArVq9teP+VW3caNZgZM6559O6Zc++4+fRLzjvqzgfmXXLpQ4ccuucV048++pRbtdYL5t08ItgPwMefLZ549LW9e3VdMO+m7bfriZ9BzByrqYxWV0jTGyqNWG4/s0bGkILqtqQ+XNyoGISOMMMwaJ+Rga4F7ujGFtvRq+ub483t40K9+nT3LVgU29ycAtC7i2f/nfoui279YvmmwjwrvHOf+i3JT5dsUJoHBQr2GNFrYU396rrmIX3840K9Pq5pWF3fTERC0oSRAa/bWPD1uvaUQ0Ra88BAwe7DeybTCprf/66usTUliPDPELDHMH+/Hm6tGZmCpeGBIJVOAoQ/BNM0Adi2jaxHhM3N9jvVjYqZ8P9igAFJtM+o3vlea8GidS3ttiAi/N8cxWOGFgSLvUozfh0iamtrIxIej9s0Ta21bdsADMMgItu2ARCRaZoAbNtmZimlYch02mZmAHIb27aZGf86IjJNQ2t2HAf/TDptK+V4PB78OkKaTQ1L6pbP7xuaRMIgITeu/mjlZw9tv+MJlqfIk9+rdevaumVvDttrhlb2prWfgrXpLfTk93Z5u5puv+UpTCU3L3nvFq3sEfte6cnvvaH2/VWfP9pjwPghu5/VHF+x9MO7TI9/+D6XtDXXN29Ytt3IoxpWvlf75ZM9+o8bvPu0RHzVDx/c7vYXD9/7Emm6wSykuTm2KJ3c0n+nE5g1QKbLJ6SBDiXitVXlZSXhSCAYxr/o2+9r9zns8u0C3T547fauXQoSLW1HTr3pw0++L599aY8ehedd+lBbW/vse8+v+vyH665/YvKx+z43+xLLMgAseP+bw0+8sUe3wrfn3hgc3Ac/g5g5VlMZra6QpjdUGrHcfmaNjCEFbWxMf7i4MeUwETrADMOgfUYGuhd6GrYkHcXLYls3bm3ba2SgR6FnwaJYY2uaGT0LPfvv3GfV+qbPl27051nhnfvUb0l+umSD0jwoULDHiF4La+pX1zUP6eMfF+r1cU3D6vpmIpKS9hkZ8LqNd75e15ZyiIgZpqR9RhcXd8tbtHzT96s3C0H4BYiwT6iwd5FLMyNTsDQ8EKTSSYDQyRGRUmpV7WpDygED+uOXIQIzfiECGJ0GERyH53+3pbFVEeEfMSCJ9hndO99rLfhqXUu7LYjwf2GGy6S9Q4Xd/ZbWjF9BSrl6zdpjj5ty4fnnTJp02OIlSwryCwYNGkBEa3+M2ml74MD+QgjbtpcuXQZg2LCgZZp19Q319Q3Dhg31eDxEtHHTpvXr1g8ZMtjr9TIzfjEiEImWlpZ5L73Sp0/x/vtPcGyHiDTzo4890dqaPPfsaZZlMTO2MU3zrbcXXHHVdQ/Pvn+3XXa2bRv/LiHNpoYldcvn9w1NImEQUTJRv/rLpzy+7iDhKejd3rKxqPdId0GvZQvvaW380TC9JKTWjpCuwbtP8/gDm3/8Iloz13IXDdztVH/PEXZ706ovHrXbm7crmRyPfpbcGt1u5GTLUxRbXKns1MBdT25v2bRuySsDdj5JSmP90jfrVywo6DZk4JjTvP4+AIQ0N8cWpZNb+u90ArMGyHT5hDTQoUS8tqq8rCQcCQTD+Bc9U/Hu1Gl3lh237zMPXiyEWLZi3cRjrmluaTv+yL0t0+jXt8cRh+xR3LvLYcff8Oorn1x91ZQbrzwR2zz81FtnXnDvHmN3eKX82q5dCvAziJljNZXR6gppekOlEcvtZ9bIGIJoa6uzcHFjol0JQgeYYRg0YVSxlPT2l9H2tDYNIQi7DesxuNj/ztfr1sWTBAwu9o8v6f3V8k01azb786zwLn3jjW0fVtc7modvVzhmeM8Pq+vW1CeG9PGPC/X6uKZhdX0zEUlJ+4wMeN3GO1+va0s5RARAM48a2LVkQNf5X8U2NLYJIvwzDBiCwqOLCvMMZmQMloYHglQ6CRA6OSllU3Pz1JPPKPD5Hn3kgbyCAiiHGT9R20gpDMPUWhORbdtyG62UkNK2bWa2XBYYzAyAmYmImQHYti2EME1TayWEtG1ba43OQAhaEm35elWLlIR/wIAAdh/e0+e1Pqqua0s7RIT/i9Lcr7trz+GF+NUsy7r/gYfuuXfWG6/Oa9iwoezEU4oKi5568pFddt7x3POnb9y48dFHHvQXFHz++ZfHHHciMz9f8czYPcbN+fOcGZdeOWvm3YcfdohS6vobbnnnnXfnlD/dr992juNYlklCptrbpZSGZdmplJRSSAlmrTURpdNpIYRpmlopYZrrYrGpJ5+x+5jdbrrxOuU4UkpHqclHl23esvnlec8XFRURkdZaCFJK19XV7x8++Oijj7zumiuVUsyMf4uQZlPDkrrl8/uGJpEwACYS6batjfWLGxtquvXbPa+onzuvW6qtsSW+UrMi/AUzC2n5ug1y2pvaExu0ViBYbn9e0fbSdKda4lsbarTTLk1vQfehbl+3li1rUq2bAXj9fSxPoZ1KuH3dk03r2xMbAAbInd/b6w8AENLcHFuUTm7pv9MJzBog0+UT0kCHEvHaqvKyknAkEAzjXzT9qkfuuX/unbdOu/icIwG8Pv+LI6bctP8+O77y3HWGIbCNUnrySbdUVi6849YzLznvSABa83Gn3/7C8+/dceu0GeceSUT4GcTMsZrKaHWFNL2h0ojl9jNrZAxBaG1XHy5p3NLiCCL8PGYYBk0YVZznNr5avtF2OGWrrS2pvt19+44urtucXLxmiyFp9OBuphQLvo41tdouU+w9srhrgWvRik2t7c6Og7p53PKdReu3JNoHF/v33KHXR983rK5vJiIpacLIgNdjLFi0ri3lEBEAzTxyQNeRA7u+/VVsY2ObIMI/w4Ap6NDdurpNwYyMwdLwQJBKJwFCJyel3NrYeNiko/0F/qeffLj6+8U+X96nn30pCEcdOal3oHdTY9Prb7y1fMWKXXbe6cADSuvq61977c26+oZRI3c4ILy/aVlffPmVx+3++ptvHUcdPPHARV9/s2rVqgMPKB09elRzc/Mbb769eMkPw4LBQw6ZmO/zaa2R8QRRc5vzYU1jU1IJgf+TEESA0oyfJwjjR/iLu7q1ZvwKQoh0On3C1FNbWlpfeemF+QvemXryGel0+pijj5r94H1nnHluXUPDvOfLC/z+a66NPP7E07btnHbq1Ntuu3nx9zUTDz6itHTfR2bP2hSPH3r45EEDBzz+yIOGaTJzTc3iTfHN4/fcY8vWrYsWfbPbbrts2LCxsbExHt+yeMmSPXYfs9dee7a0tLzx5tuLlywdPbKktHTfTz/9vHv37jvvuvPyZcteffVNn8/38iuvkqB5L/y5uTlR+fJr9fX1Y8eO2W/ffUiIqSefvn5d3RuvznN73MyMf4uQZlPDkrrl8/uGJpEwAAYghNGWqG/etKLnwL1Za2ZFPxEmiADGXxCYWTugn0gQAcxas1YAE0kQMSsiCTBrRcIgEgCYFbMmEqwVCUkkQQT+iWKtAAhpbo4tSie39N/pBGYNkOnyCWmgQ4l4bVV5WUk4EgiG8a9ItqUOPua6T79a+ubzN0wYPxLATXfNuebax6+64sSbrp6Kv/HYc/PPPP++U6Yc8Mi95wOofP3Tsml/Oqh0l0fvPb/Q78PPI2aO1VRGqyuk6Q2VRiy3n1kjYxDgaP5gcWPD1rQUhJ/HgBQ0dkTPfj18tsMg1MVbq5Y0ANhh+y4j+ncRRABLIZqT6Y++r9+SSDFzzy7eMcN6FHhdzJy21aKVm1bXJ1jz9r3yxwzv+dmSDT9uSJAgQRgX6u11yw++q0ulNRF+oplH9OsS6l/03jfr483tggj/DDPyPXLiTl0MQYzMwdLwQJBKJwFCJyel3NrYeMRRxxUVFt568w0HHnw4M+fn+5YuW37h+efcesuN1153wxNPPjt+/B6p9vTVV116XeTm1bVrSkpGvPveB5dcfOEpJ089+NAj6+rru3Xtuqp29aCBA4QQq9es3XHHUc//+ZmHZj/6bPmccWPHvP/hx9POOOWKy2YAYGZkPEG0sj75xYpmIsLPYIDws5TmocWeXQcVMH4twzDq6xsOPXzyjqNHPfbogy+99Mr0GZftscfY+Qveff7PT//5+RdisXXzXvhzMpk8/Ihjdt55x03xzatW1r72yotdunSdctKpS35YuuCt11bV1k4+5oS77ryt7LhjbNsmonPPm/7+hwu//Gxh1aefH3v8lFdfmfv2W/Mfevix7bbru3nzViGocu6cL776+oYbbznggFK3aZ133tllU07eZ6/xN998w6GHHbVo0dfb9dtuzdq1++w1/pHZsy646JKVK2uHDBlU9dnnM+/50+Sjj7rmmsjTzzz34fvzt+vbRymFf4uQZlPDkrrl8/uGJpEwAMY2WqVZK2l68PsS0twcW5RObum/0wnMGiDT5RPSQIcS8dqq8rKScCQQDOMX+zG28ak57z7+7PxkW+qc0w6edtLEqi+W3DFz7rJlP5but8vNV08JDu6Lv2pNts969LWKlxYeftDuhiEXfPDthD1Lzjltw62RAAAgAElEQVTtkG5dCtAhYuZYTWW0ukKa3lBpxHL7mTUyiRRUtaxpVX2bFIR/RgoS9BP8RDMcpRkAw+OSBV4z7WhDil2GdvfnuT78bn3d5iQRmYbI95pSUHOr3W4rQfgJEUlBSvNPsI0UBEBpxt8QREKQ0poZv4Rm9OvuGhf0g5BJWBoeCFLpJEDo5KSUWxsbjzjquKLCwttuuaH0wEMnHlB6y803TDnptNZk8v777jz0sKOPOurw2265MZ1OvzD3pXPPm17x56cPPGD/KVNP++77xRXlT045+Yw+xcWPPfrgtDPP++bb7xa+//Zzf35+9sOPPTJ71vSLLx8RGnbKSVP+dNe9ra2tr786r1vXrkopZDwCGPh8eXPthnZB+FcpjZ5+Y9xwf57L0Mz4dUzTWLmq9uBDjjzs0EPuvPv2eS/Ou2j6pXffdfutt9/Vt2+xy+Vqamp66cU5H3740alnnFM5b04suu60aWc/89Sjh0064pmnnj73/Onlzzzx/eLFTz393HvvvNG7Vy9mJqILp1+6cOHHHy9857PPvpxy8mlzXyh/++13Hn/ymXfnv9bc3Dzx4COuvfbK5qbm+x+Y/afbbz7k4IlKqYmHHLHfhL2PmHRo+MDD7vzTbUdMOuSoo8vy8vLOOXvaiVNPPe3Uk3fZecfLr7xm7Njdn3nqsZkzH7j51jvenf/6iBHDlVL4txDJ9taNKz99uN+oo01XAbPGNkQAiJnx+xLSXLfkVXdBr74jDtXKBsh0+YQ00KFEvLaqvKwkHAkEw/jFHEe1JtuFEERgzR6vq709rZSWUmqt3W7LMg38vfjmptVrG6QhBvTrVVSYj1+AmDlWUxmtrpCmN1Qasdx+Zo1MIgUtjbUuWt1C+EWY8T8IhP/BDAYTwIw8t9G7W168sa2p1SYCA8wMgEBE+P8xgwh/iwHC/4sZRPiFlOZR/X0l/fI0I5OwNDwQpNJJgNDJSSm3NjYecdRxRYWFt95yw4ETD5s27bTLL5txwomn1Dc03Bi59sijjrvkkosuufRSADPvvffa62/64L23Ru+08yUXXzKv8pXn5zxz5lnn77rLzrPuv/uU085c8sPSTxa++9gTT99xx91/uv3mGZde2bNnj2BwaCqVCo0Yft55Z+X7fFprdAZESNv6y5WJNRtTgkCEX0hpdMk3xgULCvMMzfj1TNNYtWr1QYcceeihB9119x3zXpx33gUXv/zS819//e1VV0cKC/0jRgwrf/bJyA03z3pg9j777NXenlr40Sfnnn3Gvffe+ePaHyfsN7G0dMKy5SuHDBr40AP3Mf6CiC6cfunCjz7+4tOFn3zyWdmUk+e+UP7WWwtefuX1Lz5b2Ni4ddcxe5199hmnnTL1plvueP6FuXuMHXv9tVeecea5E/bZa8KEvY47/qTn5zx7wEEHHTP56OZES9nxx5x59vm77bZr7549U+l0aXjf006eeu/MB2699c535r8+YsQwpRT+XUKaa74pb29uCAw7UBoegPFfwkDzhqXx6BdDxp7lzu/JWgFkunxCGuhQIl5bVV5WEo4EgmFkGGLmWE1ltLpCmt5QacRy+5k1MokgbGyy3/1+KzP+I5hZMwT9BL8zZowf4e/X3a00I4OwNDwQpNJJgNDJSSm3NjYefsQxRYWFt992U/iAQ84449QrLr+k7MRTGurrZz8088ijygKBXldfdVlDw8aWlpbpMy67/tqrJx5YeurpZxUUFMy6/+6jJpftusvOD8y655TTzly85Ieqj9579PGn7rjj7icef+iyy68ZOHDAzTde155KCaKhQ4egUxEE2+FvVrfUbmhXWgsidIgZzCjuZu00wFeYZyrN+E8wDNnQsPGQwyeP3CH0xBMPvzTv5XPOv+iluRXBoYMPPHjSl18uOvigA+6849bDjzy2uLj3hL33YuZXX3szHt/8/rtvFhcHzph2zgtzX3K5XA/PnnXkpMPS6TQRCSGuuPLax5969qEH7p0//92K51986/XKtxe8c/+s2XfecUtzInHddTc+MOueHXccTcCbb82/6ZY7Hpl9/933zBy/57gpU8rG71168tQT99lnz4tnXDFkyKBLZlx0zHFTpp1x6iknT928eXPXrl0G9O9/1TXXl//5+Q/fn9+3T7FSCv8+Aqvo9/Oa4ysNy0cg/FcQlJMCqN/Iyb6u/Vkr/AWZLp+QBjqUiNdWlZeVhCOBYBgZhpg5VlMZra6QpjdUGrHcfmaNTEJAWvFbX29paVdE6Lw0c4FH7h0q8nulZmQSloYHglQ6CRA6OSFEIpE4cepphX7/ddddeeRRx5809YQLzj/nzLMvqK+vf+6ZxytemHv1NRECDRo88PFHHpw566FXXn29S1GRNOR9d/8ptMOIyUefsPNOo2+/7abzL7h46bIVb77+0nPlFffcO+v5Oc8s+vqba6+/sWuXLrZjH3XkpKuuuBQAM6PzIAIzYvH279e2NiWVZqa/AOF/aQYzE5HHEsFiz5CA1zJIM/5ThKB02p5y8umb45tfe2Xux598OuOSK5568pFdd9u1/Lk5F1186cSJB0w6/JALL7x01v13HXTIYQA//eSTl1x29ZOPPXTQIYfMfXHu6dPOHjYsOOe5p/r0KXYcB4Bpmu+++/6pp5+daEnsOHpUPL75oQfue/2Nt2Y9OLtHjx4bN24cP37PRx6c+eQzzz39TDmYRwwfduON1513wcVjx+x63fXXnHXWeRXPzw0EehcVFQ4cMGDWzLtuv/Oe556bEwj0bm9PXX3lpUdPPnLyMSds3rz5tVfmut1uZsavQkLI9paNqeQW/PcIaXkL+whpslb4H2S6fEIa6FAiXltVXlYSjgSCYfxizYmkx22ZpoH/hOZE0u0yLcvE3yNmjtVURqsrpOkNlUYst59ZI8MQ4auViWXrk1IQOi2lefse7j2H+8FgZBSWhgeCVDoJEP4Q2tvbiciyrLb2dtMwTNNMpVLM7Ha7hRA//hjdtGnTgAH9u3bt6jjO8hUrm5ubg0OHFhUVOkq1t7dLISzLSqXTrLXb7XYcJ522PR63YRh1dfW1q9cUFvoHDujvcrnQCREgBNrTvH5L+9qNqUSbSqZU2mFsYwjyuIXPJQNdXP17uvLckhnM+M+yLOuh2Y/eetud814sHz16dEtri9vlElKCOZlMSsMQRLZtezweIgKgtW5ra7cs07Qs1jqZbDMM6Xa5GYy/IqJ169ZvbWwcPGggAMuyLr386rfffqdiztNa60GDBvry8tra2lasWGk7zrDgUI/Hk2xrk0K43e5UKrV8xcqC/PzevXtrrdxuNzOvWbO2rq4+EOjdv//269fX7Vs68eSpU6668lKlFDPjVyOSJAj/NcR/ocCM/0WmyyekgQ4l4rVV5WUl4UggGMYv0NLaPveVTwxDHHrgmIJ8L/4TPvps8bsLvz1jyoF9At3wN4iZYzWV0eoKaXpDpRHL7WfWyDBS0NqNbR//0EyEzosZuwz2BYvzlGZkFpaGB4JUOgkQ/hCICAAzCyF4GyICwMwECCmJSG9DREIIItLbACAiAMxMRACYmbbRWgOQQpAQzKy1ZmZ0WkQQRI7ilnbVmlLtKc3SApRLaK9L+tzSZQrNP8FvQUoZi607ceppp506deqUMsdRWmtsI4RgZgBEpLXGNrQNb0MEIsHb4O9JKYlIKSWIQLj8imvnL3jv3QWv9+jR3bFtzUxEUkoASilmJiIAzExEUkpm1loDYGYiEkIQETNLKV9/462bb739wVn3jRpZYts2/rDIdPmENNChRLy2qrysJBwJBMP4ZxxH/+n+Fwv9+dNOOlAIApBoadNa+wvy8Fda69ZkSkrh9bjwN2xHmYbE31BKM7NhSAB3zHxRKX3FRcfgbxAzx2oqo9UV0vSGSiOW28+skWGIKJlSH9Q0bm11BKEzYsBtigN3LPK6JDMyDEvDA0EqnQQIOdmEAPoL/MSw8ljbykkxiP8Cvykiam9vJyLLsvAbIKKNGze1tLRsv30/IsKvY9u21trtdjMz/sjIdPmENNChRLy2qrysJBwJBMP4Z95856snnlvw5Kzp+fme9vb0y29+tmLV+g2btnbvWjj9nEkF+d7Vaxteeeuzbl38P8Y2DB1UPPmw8Y3NLZ988cOC97/Zd/zIwybujr9aubrumpufPu3EA/bbezSAF1/5eN5rVc8+NMM0DfwVMXOspjJaXSFNb6g0Yrn9zBqZRwr6ZnVi8Y+tQhA6IaU5WOzdZXA+MzIPS8MDQSqdBAg52cq08rS2lZMCCL8LIgLAzPhtCCGISCmFX42IADAz/uDIdPmENNChRLy2qrysJBwJBMPokFLq9Atnjgj2u/icIwC8Pv+L624rf73ieqV0+Mir7rv1zJLh/c+8ZNaxk8Yfffj4L79ePv3qR595aEaXIt8LL3981wMvPTf7kl12HIJtlq1YN/ORVz74+PsXn7oiNGx7AM+/tPDPLy184fHLXS4Lf0XMHKupjFZXSNMbKo1Ybj+zRuYhQnPSefu7rbbDhE6GAUPQ3iF/7yKX0oyMw9LwQJBKJwFCTrYyrTytbeWkAEJOliLT5RPSQIcS8dqq8rKScCQQDKND9Ru2TD75lpuunLL3uBIA3y9Zs3pt/eEHjX1j/pfX3vrcUw9Mf++jb99+7+tX/3ydZZk1P6wtO+OOh+85d/ddhn9UVXPz3c/PeeyyLkX5ABb/sHbBB98Q4aPPljz1wHR/QR6Ae2e//NU3K555aIaUAn9FzByrqYxWV0jTGyqNWG4/s0ZGIsLny5tX1rdJQehUlOZ+Pdzjgn5BYGQgloYHglQ6CRByspVp5WltKycFEHKyFJkun5AGOpSI11aVl5WEI4FgGB2qXrz6nEsffHzmhUMH9cE2m+KNr7z5+dIVsUMO2G382NAxp942oF/v268/GcCrb31+/W3PvTrn+j6Bbnc98NKSpT8+fv+FRPTDsuh7H3134jETZj/xxqYtzXfdeDq2OXP6/b16dLn+8jL8DWLmWE1ltLpCmt5QacRy+5k1MpIQtCVhf1DTmExrQehEpKAJOxT28FuaGZmIpeGBIJVOAoScbGVaeVrbykkBhJwsRabLJ6SBDiXitVXlZSXhSCAYRoc+X7Tsqpuefuahi4t7d2tsan264t2NmxrH7Dy0uHe34t7duncrmHr23QP797r+shMcR51+0X0D+/W+esZxAKaedddOowadP+2wVavrrrnl2f33Gb1dnx633/vC4IGBa2Yc37tXlw0bt54w7U/XXnr8nruH8DeImWM1ldHqCml6Q6URy+1n1shUguib1YnF0VYpCJ2E0jy4t2fM0AJmZCqWhgeCVDoJEHKylWnlaW0rJwUQcrIUmS6fkAY6lIjXVpWXlYQjgWAYHVqxat0FVzw8++5z+/Xt+XzlRzOueaxb1wIATto5+ojx11xy/AcfV5e/+MHRk8avWLW+Ndl+1ikTW1tTL71eNfORV/ccM+LqGcdppee98akh5YaNW+e++smRh4w9bcoBgwcUP/zUW0tXRG+//hSXZeJvEDPHaiqj1RXS9IZKI5bbz6yRqYjQltLvfb+1MakEIfNpjXyP2HuHwkKvqZmRoVgaHghS6SRAyMlWppWnta2cFEDIyVJkunxCGuhQIl5bVV5WEo4EgmF0KJ12rrnlmR2GbX/85L1tW6XSttYaADPcLtPjcQHYvKW5rmFLl6L84t5dAThKJZMpbOPxuExDYpv3Fn53yz0Vc5+6uiDf+8HH1fPf//rCsw4v7t0Nf4+YOVZTGa2ukKY3VBqx3H5mjQwmBa3d2PbpsmalQYQMx+AxgwsG9/YoRgZjaXggSKWTACEnW5lWnta2clIAISdLkenyCWmgQ4l4bVV5WUk4EgiG8c80bNj6wSfV43YP9Q10w68wZ96HNT+sufmak1fWrl++ct1uOw3t0b0Q/4CYOVZTGa2ukKY3VBqx3H5mjcxGhK9XJX5Yl5SCkMGUxoCerrFBPwGMTMbS8ECQSicBQk62Mq08rW3lpABCTpYi0+UT0kCHEvHaqvKyknAkEAzjl1FKSynwK9iOEgQppeMow5D4GcTMsZrKaHWFNL2h0ojl9jNrZDYC0g5/9ENjw9a0EISMpDR3yzfHj/D7PFJrZDaWhgeCVDoJEHKylWnlaW0rJwUQcrIUmS6fkAY6lIjXVpWXlYQjgWAYGYaYOVZTGa2ukKY3VBqx3H5mjYwnBDW12B/90NTY6ghByDDM7HXJvUOFXXyGZmQ8loYHglQ6CRByspVp5WltKycFEHKyFJkun5AGOpSI11aVl5WEI4FgGBmGmDlWUxmtrpCmN1Qasdx+Zo3OQArUb01/8kNTW5qFQObQDJdBuw3J376HW2l0BiwNDwSpdBIg5GQr08rT2lZOCiDkZCkyXT4hDXQoEa+tKi8rCUcCwTAyDDFzrKYyWl0hTW+oNGK5/cwanYQUVLcl9emy5mRaCSJkAM1wmbTb4IJ+PVxao5NgaXggSKWTACEnW5lWnta2clIAISdLkenyCWmgQ4l4bVV5WUk4EgiGkWGImWM1ldHqCml6Q6URy+1n1ug8hED9lvSny5qTKS0E/ru0htsSuwzy9e/pVhqdB0vDA0EqnQQIOdnKtPK0tpWTAgg5WYpMl09IAx1KxGurystKwpFAMIwMQ8wcq6mMVldI0xsqjVhuP7NGpyIFbWpKf7kqEW+2pSD8lygNv1fuNiS/V6GlGZ0KS8MDQSqdBAg52cq08rS2lZMCCDlZikyXT0gDHUrEa6vKy0rCkUAwjAxDzByrqYxWV0jTGyqNWG4/s0ZnIwgt7WrRqpZYvJ3+Ar8nZmjm3kXWLoPyi3yG0uhsWBoeCFLpJEDIyVamlae1rZwUQMjJUmS6fEIa6FAiXltVXlYSjgSCYWQYYuZYTWW0ukKa3lBpxHL7mTU6ISFgO7xiffKHdW1taSUF4XehGZZBQwKeEX29liE0oxNiaXggSKWTACEnW5lWnta2clIAISdLkenyCWmgQ4l4bVV5WUk4EgiGkWGImWM1ldHqCml6Q6URy+1n1uicCBACDY12zdqWhkabmYUg/Ga0Bgjd8s1R/fN6F1kMMKNzYml4IEilkwAhJ1uZVp7WtnJSACEnS5Hp8glpoEOJeG1VeVlJOBIIhpFhiJljNZXR6gppekOlEcvtZ9bozASRo/WaDe0r69s2NzsgCMJ/lmaAuTDPGFLs6d/D4zJJaXRmLA0PBKl0EiDkZCvTytPaVk4KIORkKTJdPiENdCgRr60qLysJRwLBMDIMMXOspjJaXSFNb6g0Yrn9zBqdnxSUTKkfN6VqG5KNrUppJiJB+DU0g5mloHyPHNjL06+7K99jaM2Mzo6l4YEglU4ChJxsZVp5WtvKSQGEnCxFpssnpIEOJeK1VeVlJeFIIBhGhiFmjtVURqsrpOkNlUYst59Z4w+BCASyla7fmv5xY3s8Ybe0KQYEEQiEX4QBMPgnQL5HFnqN7Xu6A11cLoMAaMYfAkvDA0EqnQQIOdnKtPK0tpWTAgg5WYpMl09IAx1KxGurystKwpFAMIwMQ8wcq6mMVldI0xsqjVhuP7PGHwgBQpDW3JR0traq+i3peHM6mdZas2IwM34GEQmCIPJYorvf7Flods03/R5DStKaGX8kLA0PBKl0EiDkZCvTytPaVk4KIORkKTJdPiENdCgRr60qLysJRwLBMDIMMXOspjJaXSFNb6g0Yrn9zBp/RIJ+AqVZaU6mdWOL05R02lKq3daOgmIG4ydCkCnhMoXHkgUeWeQz8txSCpKCGNCa8QfE0vBAkEonAUJOtjKtPK1t5aQAQk6WItPlE9JAhxLx2qryspJwJBAMI8MQM8dqKqPVFdL0hkojltvPrPFHRwQCiAAQgx3FWoPBBAgiQ5IgYjAzGGDGHx1LwwNBKp0ECDnZyrTytLaVkwIIOVmKTJdPSAMdSsRrq8rLSsKRQDCMDEPMHFv8cvS7Cml6Rk68zfIUMjOyDAEg/A8GI+sIYYCglYOcLCalyay1dgBCTraShkUk0KFEvLaqvKwkHAkEw8gwxMyxxS9Hv6uQpmfkxNssTyEzIyfLCGGAoJWDnCwmpcmstXYAQk62koZFJNChRLy2qrysJBwJBMPIMMTMsZrKaHWFNL2h0ojl9jNr5GQXloYHglQ6CRByspVp5WltKycFEHKyFJkun5AGOpSI11aVl5WEI4FgGBmGmDlWUxmtrpCmN1Qasdx+Zo0/OkEkBElBIGLNSmvNABh/QVKQEPQTZtaaleaf4I+MpeGBIJVOAoScbGVaeVrbykkBhJwsRabLJ6SBDiXitVXlZSXhSCAYRoYhZo7VVEarK6TpDZVGLLefWeOPiAhEJMVPKNGaatjSsmFra3NLaktz2+bmZHMyrbUGYEjh97m7Fni75Lv9PnfPrnm9inwej6mVVooZzIw/HJaGB4JUOgkQcrKVaeVpbSsnBRByshSZLp+QBjqUiNdWlZeVhCOBYBgZhpg5VlMZra6QpjdUGrHcfmaNPxYphRSUslVjou2rpXWLltVHNzRu2Nq6cUtroi3NDCGI8L+YWTOEIH+eq1cXX48ib//iot2GFY8e3MvntUxDOkprzfjjYGl4IEilkwAhJ1uZVp7WtnJSACEnS5Hp8glpoEOJeG1VeVlJOBIIhpFhiJljNZXR6gppekOlEcvtZ9b4oxCCTEPWxxNfLat7/+s136yob2pJpW3FgBQkBAki/DzNrBRrrUmQy5DdCvN2Gx6YsFP/0UN6dynw2LbSzPgjYGl4IEilkwAhJ1uZVp7WtnJSACEnS5Hp8glpoEOJeG1VeVlJOBIIhpFhiJljNZXR6gppekOlEcvtZ9bo/AwpiBDd0PR61coPvl27IrrZUdowBIGI8G9gBjPbSntcxoj+3Ut3GRjebWCPojyltNKMzo2l4YEglU4ChJxsZVp5WtvKSQGEnCxFpssnpIEOJeK1VeVlJeFIIBhGhiFmjtVURqsrpOkNlUYst59ZozMjgmnIdRub3/h0RcX7P2zc2gpmQ0oi/Ecws+1oIUT/3v4TwiX77zygS4En7Sh0YiwNDwSpdBIg5GQr08rT2lZOCiDkZCkyXT4hDXQoEa+tKi8rCUcCwTAyDDFzrKYyWl0hTW+oNGK5/cwanZZpiLSt3/p85VNvVq9ct0UIkoLw23CUJqKRA3ueceiOe5RsB4JSGp0SS8MDQSqdBAg52cq08rS2lZMCCDlZikyXT0gDHUrEa6vKy0rCkUAwjAxDzByrqYxWV0jTGyqNWG4/s0YnRARTijX1TQ+9/NX8L2ptxZYh8Btjhu2oPI955N7DT5k4qntRnu0odD4sDQ8EqXQSIORkK9PK09pWTgog5GQpMl0+IQ10KBGvrSovKwlHAsEwMgwxc6ymMlpdIU1vqDRiuf3MGp2NIDKk+ODbNXc///mqdVstQxLhd6OZHUfvPLT3xcePHTWoZ9pRzOhUWBoeCFLpJEDIyVamlae1rZwUQMjJUmS6fEIa6FAiXltVXlYSjgSCYWQYYuZYTWW0ukKa3lBpxHL7mTU6FSFIKf3iBz/MnPtla1vaNCT+G9K26tkl74oTx+27U3/NYGZ0GiwNDwSpdBIg5GQr08rT2lZOCiDkZCkyXT4hDXQoEa+tKi8rCUcCwTAyDDFzrKYyWl0hTW+oNGK5/cwanYcUwlHq/rlfPvdOjVIsBeG/x1E6z21eMHm3Y/cLac2aGZ0DS8MDQSqdBAg52cq08rS2lZMCCDlZikyXT0gDHUrEa6vKy0rCkUAwjAxDzByrqYxWV0jTGyqNWG4/s0YnIQWlbXXf3C+fm/+9ECSI8N+mFEuJi48de+x+IQDMjE6ApeGBIJVOAoScbGVaeVrbykkBhJwsRabLJ6SBDiXitVXlZSXhSCAYRoYhZo7VVEarK6TpDZVGLLefWaMzEEQMvvv5z8vnLwaxIEJmUFpbhnHRMWPKSkOOoxmZj6XhgSCVTgKEnGxlWnla28pJAYScLEWmyyekgQ4l4rVV5WUl4UggGEaGIWaO1VRGqyuk6Q2VRiy3n1kj4xFBkHjqze/uffFzAglByCRKa9OQt5wxITxmkG0rZDqWhgeCVDoJEHKylWnlaW0rJwUQcrIUmS6fkAY6lIjXVpWXlYQjgWAYGYaYOVZTGa2ukKY3VBqx3H5mjYznMuVbX6y67rEPkylHCkLmcZTu1cV357n7jxrcK20rZDSWhgeCVDoJEHKylWnlaW0rJwUQcrIUmS6fkAY6lIjXVpWXlYQjgWAYGYaYOVZTGa2ukKY3VBqx3H5mjcxmSrE8uuXsu1/fuDVpSIFMZTt6eP9uD0yf2KXAq7VG5mJpeCBIpZMAISdbmVae1rZyUgAhJ0uR6fIJaaBDiXhtVXlZSTgSCIaRYYiZYzWV0eoKaXpDpRHL7WfWyGBSUFvauWL2++8tWm2ZEpktbaspB5ZcctxYzT9BpmJpeCBIpZMAISdbmVae1rZyUgAhJ0uR6fIJaaBDiXhtVXlZSTgSCIaRYYiZYzWV0eoKaXpDpRHL7WfWyGCmIZ9+67s7Kz6TJIiQ4bRmlyVvmTZh/50Hph2FDMXS8ECQSicBQk62Mq08rW3lpABCTpYi0+UT0kCHEvHaqvKyknAkEAwjwxAzx2oqo9UV0vSGSiOW28+skamkENENTafe+mq8qVUIgc7AdvSI/t0fveyQPLepmZGJWBoeCFLpJEDIyVamlae1rZwUQMjJUmS6fEIa6FAiXltVXlYSjgSCYWQYYuZYTWW0ukKa3lBpxHL7mTUyEhEE0S3PfjLnncWWKdFJMENpfcnxY6ceODJtK2QiloYHglQ6CRBysgkRCESCBJGw8qBtZbdrDQYzIyf7kOnyCWmgQ4l4bVV5WUk4EgiGkWGImWM1ldHqCml6Q6URy+1n1shIliG+XdVw/j1vN7a0SyHQediOHtSnaNb0icXd8h2lkRoG1k8AACAASURBVHFYGh4IUukkQMjJDlKQlCKVVu1pO7axObah2WEpiHsWubbvXeRzW27L0MyO0sjJImS6fEIa6FAiXltVXlYSjgSCYWQYYuZYTWW0ukKa3lBpxHL7mTUyDwEkKPLkwrkfLHWZEp1NKu1ccvzYkw8aZTsaGYel4YEglU4ChJwsYBpya6LtmxX1b39R+92KhqaWdkfzTwiQUnhc5rB+3fbbpf8eO/QNdMt3FP8EOVmBTJdPSAMdSsRrq8rLSsKRQDCMDEPMHKupjFZXSNMbKo1Ybj+zRuaRQqzb1HTijS83JtqFIHQ2SunBfbs+dfVhXsvUzMgsLA0PBKl0EiDk/KEJQYLok++jj732TU3txpStDCmIABD+BzOglAZocN+io/cZccTewy1DOEoj54+PTJdPSAMdSsRrq8rLSsKRQDCMDEPMHKupjFZXSNMbKo1Ybj+zRuZxmfKBl7568KWvpCEJnQ8zE9Gt0yYcMGaw7ShkFpaGB4JUOgkQOj8iAsDMyPl7UlBb2pldueiF939ItKUtQxARfp7tKCHEvjv1n37smL7d/bZS+F3QNgB4G/w6Ukpm1lrjr4hICKG1ZmZkGCIBEvjdsGbW+F9kunxCGuhQIl5bVV5WEo4EgmFkGGLmWE1ltLpCmt5QacRy+5k1MowgSiRT59379jfL6y1TonNK2c7EMYNvP3s/ZjAzMghLwwNBKp0ECJ2fo5QgEkLgH5imSQTbdpgZv4JpmkSwbYeZ0UkIQe0p566KzyreW2waUhDhF2BG2lE7De1125n7BbrlO0rjNyaEYObW1lYAHo+HiPArOEqtXbO2qEtR927dTMNwlNJaNzU1NzRs6NdvO5fLQgYhEqKtuaFlc61WaYDw22IImVe4na+oHwBmjb8g0+UT0kCHEvHaqvKyknAkEAwjwxAzx2oqo9UV0vSGSiOW28+skWEs0/hiyboL7ns7mbIFETonx9H9evlnXnTggECh7WhkEJaGB4JUOgkQOjMiam5uvnD6ZaNG7nDB+ecAYGYpJTNrrQF8sPCjRKLloANLpTSYWUpJRHobALSNEEIpBUAIQUR6GwBSCiLBzFrrDxZ+lEi0HHRgqZQGMyPjEeEntz1bNefdxaYhifAvaU87Y0YU337W/t0KvUpp/GaEEE1NTTfecvtbby0g4LhjJ19+2QyxDRHpbQAQkZQCIKUUmEkIrTUAQcQAMwtBAJmmsWzZytIDDzn1lJPOPvP0115/Y7dddxkRCj366ONXXn39vBfLx+0xViklhGBmpRQAIpJSAlBKMTN+PwRw/fIFm9ZWefJ7C9MFxm+NWbU1r8/vOrjfqKOFNJkZINPlE9JAhxLx2qryspJwJBAMI8MQM8dqKqPVFdL0hkojltvPrJFhDCkef+Pbu+Z85rYMdFrM0KzvOHv/iWMGp2wHGYSl4YEglU4ChM5MCLFhw6bxe+83fq89Zz9wXzqdFiRWrFzl8XoGDRyQTCbLppy6fv36Fyqe7bfddkT044/Rdevrhgwe1KNHd3ubdNpe++OPQ4cMtixr2fLlieaWESOG5efnM/P6uro1a9YOGNC/0F9YNuWU9evXv1Dx7HZ9+6IzsEz5xqcrr3rkfc0QhH8VA46jTjpw1PRjd9esmfEbsSzryaeePff86TffeF1w6JD1dfXHHTvZ5XKtXfvjuvV1QwYP6t69GwCl1NJly1PtqeHDhxmGTKVSLpdLCNHenpKGNKS0bTuZbKuvbwgEen/2+RdDhgxuaGiYdORxV1w247zzzq5bv776+5px48b26N69oWHDihUr+/QJ9OvXjwjJZNuSJUsNwwgGh1qWid+LkOaW2NexJa/0G3m0K68bWAOE3xaDhLKTP1a/UNi7pDh4oNYOQKbLJ6SBDiXitVXlZSXhSCAYRoYhZo7VVEarK6TpDZVGLLefWSOTEMFRfM5db3yxtM6UAp1ZylbH7x+6/IRxYGZkDpaGB4JUOgkQOjMhxMaNm/bZ94B995tw6slTzjjz3EK/v2bxEmae/eDMZDJ57vnTbdsOhULPPv3oRx9V3Xr7nV6vF8wPzrq3oCD/lNPPMk2rcevWJx6b/eprbzz/wlyX292nOPDow7N+WLp8+ozL87zefv367jV+/PU33Gzb6dCIEc8+/digQQOVUshghhTrNjWfe89bteu2mIbEv4WZTUPMvGji7sOLbaXx23C5rJn3PzT94suuu+6qC847u6CoMN3W/viTT9/xp3u8/x978AEfVbUujPt919p7T8kkQ0IKCSXUJEAookjvkNAUBEQhFKVI71UsEOkoIk1AEWxIEDSiKCBWpChgCaFDAiQkIYWSNpnZe6/1fsq95/7Pvecc/+f7fvd4Zsw8j90OROvXrm7Z8oEFzy7csyc1yBk0aED/Dh3aTpoy8/XNG5o0iX9k0OM9unfr1rXTuAlTOFfsdtuyJYuefe6Fvn17HT/+w2f7Pw8JqTJpwrhGjeJeWLL83be33b51e+r02QBQVla+4Ok5/fr1nTR5xunT6RaLZcHTcx5/7FFd1+GPgZhxYrstMCK0VitheuCPwphadvtqwdUjse0nM64BgGpxMK7A7yotyji6I6lpYnJUXCJ4GSSi7PTUrLQUrtrjE5I1q5NIgjdhDIvLPP2f3lVc7maI4MtMIZvWi9g6/yFV4UQE3oK4YgOGQncBIPgyxlhBQWGXbj27d+86fNiQvg8P7NSx/agnR06eMqNDh3Yrli0e89TEm/n5r25YGxjoGDQ4qVPH9qNHjRw7bnKTxo0mTnyq78MDW7S4b3Hy83m5ueMmTntmwZy4mJhhI8fMnTM9Ly9/x3u73n1ra/XqUQGOgPETp+Xn569d89L9LZqrqkpE4MVUhe/4/PSyt49oKod/QAhJAApn8I95DLNP25gV47oRABHBvwDnLCvrxqixEw4fPtK8WdPnn3u6caOGD/Uf1Kljh9GjRo4dNzm+caMhjz864omxC597ulu3Li5XRU5OzuixE3a8s73Ffc27J/Tp07tnYmL37gl9Bw3oP2/uLFVTe/XuN3782CbxjUePnTh29BOTp0w+sP/A3PkLdu18e936V4tLS19cuXTNmvXnL1xa8sLzw58YO3b0yKShj1cNCYkID5NE8EdAIpFxYltQeJwzLFZKE/4HRCCC/weI8B8IAAj+CyLcg8A85UW5Fz6LaTeJa3YgUC0OxhX4XaVFGUd3JDVNTI6KSwQvg0SUnZ6alZbCVXt8QrJmdRJJ8CYKZz9eyBu/ep9pSkQEXyaJHFbtw2WDQ512SQTegrhiA4ZCdwEg+DLGWEFBYZduPbt37zp82JABAx9fvHjhmNFPduma6HQ6U3a+PWbsxOwbNw7u//jUyR8f7v9odHStqOpRV69ea9+uzYjhQwcNTkpe9Oy48VNe27R+8rRZbVq3stltV65kTBg/tnmzJjNmziu6dXvq5PGTJo2fMGladvaNTz7aHRAQYJomeDFEdHuMUSs+OX+tUOEM/oFqVQM1VbmRf1cQIfx9QsqQQNuGmb2a1IvQDQH/GpqmFReX7PkwdcmSlYD0zNPzFzz7fI3q1aOqR127dq1dmzaNGsYuXrbyqy8+a3ZfCwD28Uepo0aP3/Hu9vtb3Nc9oU+vngk9enQdOGjotjc2PzJwcMalc526Jk6eNL5nYvc+Dw1MXvjsmKcmbtu6+elnnt+4fs3S5atu377TpEnj/PwCh8OxYe3qdRs27d6T2rZNq2VLFjVq3EiYJvwRkEhknNgWFB7rDIuT0oS/QGTCdJffzXKE1EXkAAT/PPqVAGQAgMjgPyEAEAkAICkYV3XX7dwL+2PaTeKaHQhUi4NxBX5XaVHG0R1JTROTo+ISwcsgEWWnp2alpXDVHp+QrFmdRBK8iabydw+kv7jzGCAg+DYiUDium96rTXwNU0jwFsQVGzAUugsAwZcxxgoKCrt069m9e9fhw4YMGPj4okXPPjlyeEKvh6s4ne+9++aosROuXbv28Ue7r1291vfhQUlJjz0xcriu69UiIrJv3BgwaMiihc+MnzDhrTe3T5o846VVy9u0aWXoRmRkNUegIz8/f8PGLdu2v/XxR3u2bX/7SkbGnl07IiLCpZTgxThn568Vjly61zQFIsLfICKFs2dHJ9QId85dv6/obhlnDP4Bt26+MLrL4G6NdEPAvwAiZmReDa5SJSIifOGiJS+/sn75kkXLV61+bPDAJ0YO13UjIiL80KEvp0yb+e5b2xISuhUV3TqdfiZp+KjXX9vYoF69hx8ZPHL40O7duwx6NOn11zYOHDTgyqXLnbv1nDxpfPeuXfr2Gzh3zsxp06e+tf2t+Que2/raq0uWrgypGrI4+XnG0Gqx1KpV01VRceTIsWkz5vTt02vzlo0elwv+CEgkMk5sCwqPdYbFSWnCb/BXplFRkn/+bv6ZqNieloAwAAIARAaIQPAfiCQAASAyhoAERFIigl5RfPPyl2V3rgGJoPCGUXG9GWNElHfx4N2b6YiKI7R+eJ32AJB7/tOYdpO4ZgcC1eJgXIHfVVqUcXRHUtPE5Ki4RPAySETZ6alZaSlctccnJGtWJ5EEb2LRlBXvHHn7wGlVYUQg5K+IMeSMIQIRSCkJ/hNn+Cu4R0gpJCEA54whAoCQEgEZQwAgIimJMfwVEQgp4R6GyBjCPZJ+wxkjIiEJ/gpjyBCJSEpijCECEUgpCf4TZ/grIhDyV8QYcs6AABCeGd5+cNfGuinAWxBXbMBQ6C4ABF/GGCsoKGzbvktiYo8nRw7v3feRZcuSRz85sku3nlWqVPnog5TkxcuXLl/VoX3bNatXrlm78auvv+mVmFBYWPjIIw83jIvt2eeRZUsWTZw04dLFC8NHjCkpLe3YoW1u3s0pE8cf+/7EiRMnXS5XTm7ex6m7d+56f/GSFW3btN76+qsN6tcTQoC30hS+++tzS986TICI8LeISFX4mhn9alULGbt0V15RCecM/gGPIYb2iJ8/rB0QEPwvQ0TO+fKVL218dUtUVOTlyxndu3Ve8/KqZ55Z9NU33/ZKTCgsLHz44b6dOrYfPGREZubV8PCwLp06Tp0yoW+/QWVlZdUiIq5nZU+ZNL57ty59+w16+83XBz068PKlS23bd506ZeKwpCF9HxqQk5s7Z/aMiPDwGbPmHtz/8TfffvfS6rUJPboCYL16dRJ6dHthyYpqEeGff/7lnNnT58ydpbvd8EdAIpFxYltQeKwzLE5KE+4pyj5RWnBRkiRhuO5mh9VpFxmTCACmXiZNDyDCb1DRArhqJWlWlOQJo0KxOKwB4cg4AdzOPpV74bOyW5mO0HoNO81WLI6S/HPZ6anF+eftzsiGnWZpAWF6eVHuhf0x7SZxzQ4EqsXBuAK/q7Qo4+iOpKaJyVFxieBlkIiy01Oz0lK4ao9PSNasTiIJ3sSiKXM2HvrkyEVNVRjDxnWrxdYKyy0q/vH8Dbdh2jQ1OjLYYbMwhkLKzBu37pZVAAAR1K1etWmDqDKX5+S5rOJyt8p5rcgqrgrj5q0SAHDYLNXDnTcK7pa59ACbVicqxGpRDVPmFNwtuluOiAAUWiUgONB+Le+2VVPqVg/lDCURAiJCblFJXlFJcKCtWtXAazfvVHgMm6ZGRwY7bBbGUEiZmXPrdkmFprDmMdVrR4Zczb2dnpGrG0ISTRzQcuIjLT26Cd6CuGIDhkJ3ASD4MkTUdf3wd0cjwsNq1qz5/Q8nGjWMq1Wr5rFjxxVFbdWqZd7Nm7t3f4iIT4wcXlFRse/T/RmZVyPCw/r07lm1atXjx39o1CguOroWAFy+fOWz/QcLi27Vq1enT++ed+7c3bv3E1OIHt26PvjgA7l5ebt3f4jIRgwfEhQURETgrSyasuKdI28fSFMVDv+dlCSkJCJV4a/M7F+rWsiYpbvyCos5Z4whZwz+hilky7iojbN6qwonIvjfxhi7eTP/4OeHrl69XqdO7Z6J3aOionJz8z797EBG5tWI8LBevRJiY2LOnDn72f6DANAzMSG+caPDR44eO3a8adMmzqCgkJDg8PDw73840aJF88jIyPLy8u++O1q3bu369ep9d+TokSPH27Zt3aB+vdPpZ9q2ba2p6oGDh35JSw8IsHfp3KlhXMyn+w+eO3c+LqZBnz69g4ICiQj+CEgkMk5sCwqPdYbFSWkiY6W3Mi8f2xzdfDAAAlF2+oeqzdmo02wh9cwT28vvXEfkBEK1Vqn7wEjGlNwL+zV7VWG47uT+UqVa05rx/blmL7x6xFWSW3T9OGNK467zuWq9cW6fqZcXZB4Oq9WmXqvRyLinrDD3wv6YdpO4ZgcC1eJgXIHfVVqUcXRHUtPE5Ki4RPAySETZ6alZaSlctccnJGtWJ5EEr4EIRDBt7YGvf7pm0ZSn+rdJ6tki++bdIIf13f2n3tx3olOL+i9NfVg3RInLbQq5NuXbwz9naqryZN8HRz/cyuUxGOLF6wVz1n8caLdsmvfoqfPZS7YfMgzRt32jZ0f1eHbz/v3Hzz/cofHSCX1uF7sIyG5RN394bNcXv5hCzhzaqXfbhuNW7I4ICVw6vrfdqmmqYpjClPLd/afW7/puZN+Wkwa1n/zSB9+nX+/QvO5LUx/WDVHicptCrtn5zYkzWbOGdenbrnFW/u2gAOv69787cPyCJBjaI/75Jzt5dBO8BXHFBgyF7gJA8HGIqFksJIVpCtViEYZhmqbFYgEAj8fD7yEi0zQZY4qiCCE450IIKaVqsQjDME0TAFRVZYxJKRjjpmkiImMMgABQ13V+DxEJIaSU4MUsFuWZLV9+8M0Fi8rhrxBRUICtqtNOQApnc4d3jQp1Pv/agaK7ZQpnJeXuW8Uu+BtCyLjo0O3P9LOoChHBvwDnXFEUKSVjTAjTNIXCOVcUIQTnXAhhmqaqqogIAERkGIamqUTAEIGhFFIIoVospq4LIRBRs1qlaRiGqWkqERARAHBVNTweAFBVVUqJiABkmkJVVSklY8wwDCkl/EGQSGSc2BYUHusMi5PSRMaLrv9w+fhmZ0RDRQtwRjZRVLtmrxpYtW5J/vnci/s1e1UAIiks9qoRDbpmn96Td/FQo67z7c7q6YdeEEZ5oy5PB1ate+Psx7agyNwLn7lLCxp1nVd+N1sa7oqS3LxLh+q0SIqM7QkInrLC3Av7Y9pN4podCFSLg3EFfldpUcbRHUlNE5Oj4hLByyARZaenZqWlcNUen5CsWZ1EErwGY1heoU9be+D7szmRVQPfSR52o+DuzFc+CgkKQIQrN4o631fv5Rn939j7/Z6v0zWFlZS7S12etk1rb5wz6Iez19e//52m8EZ1q+0/dj7Qbnn9mcdPnru+8PWDhiH6d4xfOLbn/I2f7Dt6blCXZi881XPZ21/8cjFnyfjeAXZt7JL3cwrvLniie+92jZ5a/n5OQXHd6lXj60bOGNrp48Nn9h05V3i3LOvmnSf7PjjlsY7jV+w+dvpq1/vrvzyj/xt7v9/zdbqmsFvF5bWqBW995rEfzmYtev1A9bAqFR49r6jEY4i+bRusnpro8ZjgLYgrNmAodBcAQiWDCETwjyAAgW+zWJTnXvtqz9fnNZXDXxABkRw3oN3g7s3hHmeAlTN2t8wliRDx+OlrS7d/4fLoDBH+ihCyYXTY9mce1lSFiOAPhAhE8CeFRCLjxLag8FhnWJyUJiI3PCUZJ7fdzTktpcG4WrXmg9HNH9fsVXLPf2qvUtMZ0QiQcW6hX0njds5PJUWXo2J7uYqzL363NiA4OqbdFMaV7DMfVavX+XraruKb52vE9xNGRXidDhmntpfdyoxpPzk4sjmQ9JQX5V7YH9NuEtfsQKBaHIwr8LtKizKO7khqmpgcFZcIXgaJKDs9NSsthav2+IRkzeokkuA1GMPSMs+0dQdOnM8NrWLfMn9wjfAqG3Z/d/D7CwV3yjhjHZvXXT29/wdfpx364ZLLo2fm3DJMMW9Et0e7Np/80gff/nRFVThjSATRkcFb5g8+eS5r0daDhiH6dYxfOCbx6Vf37Tt6bmCXZslje65698u0y7mLx/XSDTHlpQ+LisueHtG9d7uG41fuPpNx0zBF68a1Nz/96OYPjm768JjdohLAE31aTh7cYcLKPcdOX+16f/3V0/t/8HXaoR8uuTz65azCqDDn5nmPqgrf9MHRQz9cLHa5Lari1s2ereqtnd7Lo5vgLYgrNmAodBcAgt+fi0VTXk45/sa+nxXO4K9Ios4t6ndoXkdKYgzbNq0TaLd882OGy60rnJ27lr/38BnTFIgIf8UUsl2Tmq9M66lwRkTg978DiUTGiW1B4bHOsDhJwvSUFhdctAaEVRTnFN88axhlxTfPxrSd6AhtcPXUW5o9pKIkV3fdCavTNrJBAnIVGS+/c+1W1om7eWm2oBo1mwywBUaU380quHqkVvyAa2kpNy994QipU+f+4Vyznf/mJcYtcR2n24IigchTXpR7YX9Mu0lcswOBanEwrsDvKi3KOLojqWliclRcIngZJKLs9NSstBSu2uMTkjWrk0iC12AMS8o901458OPFPIVj++b1Zid1rlcj9MK1/FXvfHUk7WqX++u/PL2/kNLtMdOv5C7ceqCkzL1qykMPNKz51LL3L1wvUBUOAKaQ0ZHBW+YPPnkua9HWg4Yh+nWMXzgm8elX9+07em5Ap6bLJ/UpvFumKrzM5Xluy/6fL+YQ0dzhXXu3azh+5e5zmfkE0KpR9Po5A17/6PjrH32vqdwU8ok+LScP7jBh5Z5jp692ub/+y9P7CyndHjP9Su6irQfvlLp6tWk4c2jnyNCgk+eyVu/45kzGTUOIXq3qvzK9p0c3wVsQV2zAUOguAAS/PxdVYZ8eu/zs618TASL8NVNI0xREpKp87awBtSODn3whJa+wmHPGONMUDn/DY4jRfZpPf6y1lAR+/2uQSGSc2BYUHusMiyOAOzk/Xzi8JjK2Z2BYA1VzmEb5tZ92NGg7yRYUWVZ0xRZc03SXXjyyVq+4G9t+akiN+0FKV8mNu3npBVePcMVSs8nA4OrNCjO/c5cV1ojvn336w6y0XdUb96vdYmhR1g+Xj26sEtm0QdsJjKsI6Ckvyr2wP6bdJK7ZgUC1OBhX4HeVFmUc3ZHUNDE5Ki4RvAwSUXZ6alZaClft8QnJmtVJJMFrMIZlLn3a2gMnz+eqCtNNERJkH9il2YSBbU9fyZvy4gf3xVZfM+ORTXuO7Dz0M+fMrZtItOipngmtYsct333qQramcEkkJdSOCt4yf/CPF7Kf27xfN8UjnZosHJM4/9V9nx49N7Bz0+RxvTZ/eKxaVUffdo3nb9z31anLDHHu8K692zUcv3L3ucx8AmjVKHr9nAGvf3T89Y++11RuCvlEn5aTB3eYsHLPsdNXu95ff/X0/pv2HNl56GfOmW6YQpBhisjQoME9mo/t1/qLE5fnb9jn8uh92jRYM62nRzfBWxBXbMBQ6C4AhD8FzjkRSSmh0uOMXbt5d+iiD926gYjwN4hIVfhL0x6uVS143PLdN4tKOGfwD+iGWDGhe7/2MR5DgFdijCmKYhgGEYHPQCKRcWJbUHisMyyOSLpdRdd+3IFM5ZrV5qjmcd0KDKkTWruNXlGsaAFcswndff6bVaVFV+o+OCqwaj1kii0oEhEvf//azUuHIuN6hdZ6MDv9Q6456t4/vKTgfH7md/VbjRWGK/tMatG1o8HVW9R9YITVUQ0RPeVFuRf2x7SbxDU7EKgWB+MK/K7SooyjO5KaJiZHxSWCl0Eiyk5PzUpL4ao9PiFZszqJJHgNRDSFmPbKwcO/XA8LDqhZLfji9fxAu3XzvEGAOGpxSnzdaq/MfGT9rsPvHvhJU7kk0g1zcI/mi8b03HHgx7W7DiNgdGTwtbzbNk3dPP9RRJy+JrXwbtm84d16tWk4YeXuH85eH9ClWfLYxNnr9p6/VvDm80Ov5d2etXZvmcszf0S33u0ajl+5+1xmPgG0ahS9fs6A1z86/vpH32sqN4V8ok/LyYM7TFi559jpq13vr796ev/1uw6/e+AnTeWmkGHBAVWd9stZRaHBAe8kJ129cXviqj0uj/Fol0ZLnurq0U3wFsQVGzAUugsAwfdJKa9fzw4IsFerFi4lQeWGCKaQU9YcOH4mW1U4/A0iUhX+yqz+tauFPLk45WZRCecM/h5TyJrhQRtm9qoTFWyaErwPY+z69ayff0nr2LF9cJUqRAS+AYlExoltQeGxzrA4KU1AJvSyu3lnbuf8FFKzZUCVWnZnVNmtzCs/bHVWa1ynRVL5netnv1rJFUutZo/dOPOhLSgqpu0EKcWF714pvnmm9n1Jjqp19Yo7gMwRXIsrNiE8mi3EdTfLXVaIiABor1Ld6qiGiJ7yotwL+2PaTeKaHQhUi4NxBX5XaVHG0R1JTROTo+ISwcsgEWWnp2alpXDVHp+QrFmdRBK8iabxmWs//+TYpdhaoRtmD7RoCiI6HdZ1u75789MTHZrVfXXeoFKXp/BOuZRy7a7D3/6UERJkX/RUYo8HY/OKihGx8G75zDUf5RQWD01sMSupi9tjlFfokaFBOz//6ZVdh8vKPf07N1k+oc/sdR/vO3r2+dGJj/VoPn7FnsM/Zzw/OuHhjo1HLUk5l5lPAK0bR29+evCmPUe2pB7XVG4KOarvgzOGdh61JOXY6audW9TbOHdQqctTeKdcSLl6x9dlFZ6Xp/eXUlo1VVOV5W998cl3ZwFg7MMtpg9u7dFN8BbEFRswFLoLAMHHKYqSfSPnkYGPd+jQbt261YbbTQSMMQQQUhIRIjLGEFEIQUSIyBhDRHkPADBEAuCcE5GUkjGGiEIIIgIAzhgyRkRCCPARmso/PnJxwWtfcWSI8D8QEWNsULemoU7HW5+eLKvwMET4ezyGSOoR/+wTHXVDwL8PIjLGEFHewxgyxgFACKGq6ptvvTtn3oKPU3e3atVSSskYIyIhFDUQCAAAIABJREFUBAAgIuccAIQQRAReBIlExoltQeGxzrA4KU0AYFx1lxUW558Nq9MekQORqzTn4uG1mj2kRqOHci8eqCjOrdX8scDQ+pePbZJCj242+E5uWuG1o6HRrWvGP6JanYAABCRN+BUiSYGMI3JABCKSgkggMk95Ue6F/THtJnHNDgSqxcG4Ar+rtCjj6I6kponJUXGJ4GWQiLLTU7PSUrhqj09I1qxOIgnexGJRXtj27XuHztg0pWn9qBZxNVSFn76Sc+Jslm7KkCBbswbVbRaVIUqi01dycwqLiSA40NamSe16NapWuI0fL9w4m3nTFIJz9kBczaYNIlXOL1wv+D79WrnbAISIkMDGdaqdzczLu1VaPcwZX6/auav5NwruxtQMrxYa+MulnFKXBwCCHbZmMdWv5ty6fvMOY0hENSOq1KsR+vPFnDulrpBAe7OY6jaLyhAlUdrlnMK75S1iazSPqQ5EJ89np13JFaYExLlD2wxLbKobArwFccUGDIXuAkDwcYjodru/O3IsPDysebOmLpdLUZQrGVcZw5gG9RljUsrLVzKKi4vjYmOdzkAp6UpGZn5+QYP69apVizAMQzcMhnjx0pUqVYKia9W6ciXD7fHExcZwzhljObm5VzOv1a4dXaNGlBASfAFnrLjcPWPdwRPncy0qh79HNwQRaaqCCH+XEBTitG6Z07dBzapCSPg3QUQiunIls6ioKC4uJiQkpKys/Pz5C4jYqFGcs4pz27a3Z899+pO9H7Rr1yY3J/fSpcs1akRFR0cjgstVcfbseUVR4uJiNU0FL4JEIuOHbUERcc6wWClN+A1KoZM0uWqDexCxoiSv7PZVw12CTHFGNLI7qxOAp6ygpPCiqbuIpCOkdmBoA8YUIgn/BETuKS/KufBpbLvJXLUDgGpxMK7A7yotyji6I6lpYnJUXCJ4GSSi7PTUrLQUrtrjE5I1q5NIgjexaMqWj35c/8EJhmgIgQCIKCWpCkNEKUk3BRHBPZrKOWMAIKQ0heSM0a8ANIUDABEZpkQERJRSKpwzhgAgpDRMoSoKZyiENEyhqpwzZprClGRROSICgCTSDaFwpnAG95hCmkJoqsIQpSTdFEQE92gqZ8gMUyDCr4hAVTgAcIYrJ3br/kA9wxTgLYgrNmAodBcAgo/jnBcWFo14cmy7tq2fGjuq/yOP2QPsly9fKSkpXbl88ajRTyxZsnz79neCgoLatW29csWSVS++/O6OFGeVoApXxSsvr6pZq+bosROqOKucTk8PCgrq0qnjl19/U1hYuOj5Z2bOmr7n/Q+eT16iaarLVbFyxeJH+j0shABfoCrsxwt5U185UFqhc4bwf4l+A3OT2g5LbKobAv59GOLLr6zftHmr0xnUtUunsWNHTZ02u6io6Nbt2y3ua75t66Z9nx6YOXveZ/tSy8tcU6fPAoCysvIFT8/p16/vpMkzTp9Ot1gsC56e8/hjj+q6Dt4CEdnVH9/lmjW8bidp6vAbAkQEJCL4C2QcgEhKxhX6lRQAgIwDAEkTmYKIJE0iAkD4JzCuFuefu5PzS0z7iYgKAKgWB+MK/K6yW1ePvDukaWJyVFwieBkkouz01Ky0FK7a4xOSNauTSII3URX2zU/XZm08JIRERPBlRGTVlJ3Jg6IjgoQk8BbEFRswFLoLAMHHKYqSm5vX+6EB3bp0njNnessH28fGxsyeOe25RYsjwsPnz5316OPDx44dlTRkcPHd4qKiouFPjF0wf87DD/UeO24S5/zZZ+Y9PnRkpw7thwx5bNKU6WFhoUuSn39x9Suc8W1vbB6S9ER0dK3582bNm/+slPKDPTsDHQ4pJfgChbO39qet2/2DkMQYwj+NCAxTDOzUcN7wdlZVkUTwb4KIuq736PkQAqxZvSo4uEpAQEB6+pkaNWrs/Xjf6jXrPtm759q1a9Nnzt2546116zcWl5a+uHLpmjXrz1+4tOSF54c/MXbs6JFJQx+vGhISER4micBrIFNKCi9mnnq7RsM+tqAoQIQ/hOEuzkrbExmbEF63gxQGAKoWB+MK/K5b2SdP7J7QrM+yqNgE8DJIRNnpqVlpKVy1xycka1YnkQRvwhjm3yob9Nxul9tARPBlQlKdyCrvLRxg0RQiAm9BXLEBQ6G7ABB8nKIoubl5ffsN6tq50+xZ01q16TRhwthnnpk/ZMiI/Pz8xx97dP6C51N2vJnQqw8ArXtl7fOLFn/95Wf33d9y7uw5H370yarlSyZPm7k4+blhSY8/2LpTq1YtX9uycfSY8WfOnl+9atljQ0Y4qzjr1q2TlZVdv17dTa+uDQkOllKCL0AEhuydg2lrd58wTKFwBv8EKUkQ9WsXs2BEB5tFFVLCvw/e88a2t1asWh1gD3ju2Xldu3TevGXr0WPHb9++k5GR+eEHKTk5OTNnz9+4fs3S5atu377TpEnj/PwCh8OxYe3qdRs27d6T2rZNq2VLFjVq3EiYJngTZMrtG6dyzn+mqHbGVSD410IgKQ1PcWh0m8iYHkQSfoOqxcG4An+PFIbrbvatGz9d/fEdxpT7+70cEBwNXgaJKDs9NSsthav2+IRkzeokkuBNEFE3zBFL9l7KKuKcgS/TTdGnTYMlY7swhkTgNYgrNmAodBcAgo9TFCU3N69vv0FdO3eaPWtaqzadxo0bPX/e7OEjRhcUFIwZ8+RT4yavWrn0iRFJhQWFn3/x1bQZc/a8vyMxoVvS8FFXrlxdsvi5J0ePT174zOOPPdqhU48HH3zg1fVrnpow5fz5i+vXvTRo8LDOnTpMnzZZCulwBNSqVZMxBr4DERnCJ0cvbfrox+s37yqcKZzBPyAlGUIE2i0jezUbntA0wKYJKeHfjYjKy13Xr19/buHiKxmZUydNWPDcoo3rXs69eXPFypc+3LMzJyd3xqx5W197dcnSlSFVQxYnP88YWi2WWrVquioqjhw5Nm3GnL59em3estHjcoGXYUwxPKWuu9lSmgAI/1qEyKxBkdaAUCkM+E+oWhyMK/AXnvJbeZcO6eVFrpI8d1lBRUmeu7woOLJJw04znBGNwPsgEWWnp2alpXDVHp+QrFmdRBK8CSIg4ss7j2/f/4tFVcCXeQyx8MmOj3eP1w0BXoS4YgOGQncBIPg4RVFyc/MSej3cvWuX+fNmNW/RetKkcc8+M//xIcNzcvLe3P7auAlTTp44VbNmjUaNGr6w6NnRYyfevn07vnGjw0eOLnlh4X33NevZu/+KZclDhzz2YJtObVo9+NqWDaPGjE9PP/vpJx+ufOnlnTvf790rsaysvEWL5rNnTkNEIgLfgYgqZ9fy727b98uxM9k3Cko4Y5whIvwHApCSTCGDA20PxEUOS2zyYMPqQpKUBP9ujLHyctf4iVMAID39bHR0rZEjh40fP6Vd29a3bt8+e/b83r27b2TfmDBp2ucHPvnm2+9eWr02oUdXAKxXr05Cj24vLFlRLSL888+/nDN7+py5s3S3G7wPIkPG4Y9CUhBJ+P+ganEwrsBflBZdOf15suEuUa1BFltwQEidyJgezog4ZAp4JSSi7PTUrLQUrtrjE5I1q5NIgpexqPzQqauzNnwORIgIvklIWTXIvm56z6b1I3RDgBchrtiAodBdAAg+DhE9Hs/x70+EhVat36D+N98crlundoMG9X/86eeKioq2bVpfu561b99nFRXurl07tWrZ8tKVK59+uv9ucXGb1g926dzJ5ao4fvyHRo3iqlePOvzd0ZDg4GbNmvzyy+nikpJ2bVuXl7v2H/j83LnzzirOxB7d4uMbExH4IM4ZEF2+cefI6etpV/IvZt26W+aGe+wWpV5USJN64W2b1GxaP8KicsOU4E2OHfv+628OOwId/R7qU7161Gf7D549d/7+Fvepqnpf86YVbndaWnq7dm00VT1w8NAvaekBAfYunTs1jIv5dP/Bc+fOx8U06NOnd1BQIBGB3/+EqsXBuAJ/IU1PRelNQNSsTtXqBK+HRJSdnpqVlsJVe3xCsmZ1EknwMgpjObdKp6zZfzn7tqow8E0eQ7RvUnPt9J6qwokIvAhxxQYMhe4CQPB9iKhZLFII0zQ1q1WahmGYmqYhosfjURSFMQb36LquqipjKCUxxnRdR0TVYhGGYZqmxWolKXVd1zQNGdM9bsa4oihSCsaYlGQYBvgsBFAUDkC6LtyGebfMLUhDFE4bt1lUTeWcM8OURAReRtM0IkJEKaUQQlVVImKMAUPDoyOiommGxwMAqqpKKRERgExTqKoqpWSMGYYhpQS/vwNVi4NxBXwWElF2empWWgpX7fEJyZrVSSTByyAAV9gL2759/6tzmsrBBxGBkHLmY61H923hMUzwLsQVGzAUugsAwe//DwIQ/HkgAgIigqI5SOqm4SFAIgK/yghVi4NxBXwWElF2empWWgpX7fEJyZrVSSTB+6ic/Xz55rgX9+mGRASfIyVVddreWzggLDhASgLvQlyxAUOhuwAQ/CorVQuQ0hCmBwDBr5JC1eJgXAGfhUSUnZ6alZbCVXt8QrJmdRJJ8D6IIARNfWX/0fRsVeHgazy6Obxn03lJ7YWU4HWIKzZgKHQXAIJfZaVqAVIawvQAIPhVUqhaHIwr4LOQiLLTU7PSUrhqj09I1qxOIgleSVP5ge+vPL3lKyklIoLvEFJWcdjWz+jZvH413RTgdYgrNmAodBcAgl9lpWoBUhrC9AAg+FVSqFocjCvgs5CIstNTs9JSuGqPT0jWrE4iCV6JIboNc/aGQ9/+ct2icvAduiGG9oh/enh7QQQE3oe4YgOGQncBIPhVVqoWIKUhTA8Agl8lharFwbgCPguJKDs9NSsthav2+IRkzeokkuCtVIV/f/bGlDX7DVMigk+Qkqo6bdsX9KsZ7hRSgjcirtiAodBdAAh+lZWqBUhpCNMDgOBXSaFqcTCugM9CIspOT81KS+GqPT4hWbM6iSR4KwQAhi9s+/aDb85pqgJejwCEKacNbjXmofsMU4KXIq7YgKHQXQAIfpWVqgVIaQjTA4DgV0mhanEwroDPQiLKTk/NSkvhqj0+IVmzOokkeDGFs5zC0mlr91/MuqUqHLybboqOzaJXTujusKlCEngp4ooNGArdBYDgV1mpWoCUhjA9AAh+lRSqFgfjCvgsJKLs9NSstBSu2uMTkjWrk0iCd9NUfvCHjPmbvxCSGCJ4K1PIKg7rptm94+uGG6YE70VcsQFDobsAEPwqK1ULkNIQpgcAwa+SQtXiYFwBn4VElJ2empWWwlV7fEKyZnUSSfBuiMAZW7/nxBv7fsbfgBeSklSFLRjRfmDnRrohwKsRV2zAUOguAAS/ykrVAqQ0hOkBQPCrpFC1OBhXwGchEWWnp2alpXDVHp+QrFmdRBK8HmdY4TEXvfHtvuOXrRoHL0MEphBjH2oxaWBLACQi8GrEFRswFLoLAMGvslK1ACkNYXoAEPwqKVQtDsYV8FlIRNnpqVlpKVy1xycka1YnkQRfwDm7U1Ixa8PnJ8/naioHr0EAQsg+bRosGtVJVbmUBN6OuGIDhkJ3ASD4VVaqFiClIUwPAIJfJYWqxcG4Aj4LiSg7PTUrLYWr9viEZM3qJJLgIxTObhSUPPv6VyfP51o0BbwAERim6NWm/rMjOwbZLUJK8AHEFRswFLoLAMGvslK1ACkNYXoAEPwqKVQtDsYV8FlIRNnpqVlpKVy1xycka1YnkQTfoSost6hswZYvT17IVTlDRPj3ISIhqVfr+s8/2THAqplCgm8grtiAodBdAAh+lZWqBUhpCNMDgOBXSaFqcTCugM9CIspOT81KS+GqPT4hWbM6iST4FIWzm7fLXnrv2METGZz9CuHfwRSSMRzao8mE/vc77BYhJPgM4ooNGArdBYDgV1mpWoCUhjA9AAh+lRSqFgfjCvgsJKLs9NSstBSu2uMTkjWrk0iCr1E48+jmpr2ndhxM9xhC4Qz+WIYpqjisEwe0fKxbYwQQksCXEFdswFDoLgAEv8pK1QKkNITpAUDwq6RQtTgYV8BnIRFlp6dmpaVw1R6fkKxZnUQSfBBjKCV9cSpzwwcnr+XdVThjDOFfT0gSUjatFzF9cKuWcdUl/QZ8DHHFBgyF7gJA8KusVC1ASkOYHgAEv0oKVYuDcQV8FhJRdnpqVloKV+3xCcma1UkkwTchoqbwrPy7W/b+uP+HDLfHUDhHhH8RItBNERxofbRLoxE9m4U6bbohCHwRccUGDIXuAkDwq6xULUBKQ5geAAS/SgpVi4NxBXwWElF2empWWgpX7fEJyZrVSSTBlymcGUIcPZ2942D6yYu5pikVhTFE+N8jJAkhrZrSpUXtx7s3bhEbRURSEvgq4ooNGArdBYDgV1mpWoCUhjA9AAh+lRSqFgfjCvgsJKLs9NSstBSu2uMTkjWrk0iCj0NEVWEVbuPzk5mfHL2UduVmWYWuKhwBEeH/GREQkWGKkCDbA3FRAzrFtWlSU+PcMAWBTyOu2ICh0F0ACH6VlaoFSGkI0wOA4FdJoWpxMK6Az0Iiyk5PzUpL4ao9PiFZszqJJPwpIKKqsFKX/svlvEMnMr/95XpxuUc3BCBwxjhD+CcQgSQpBAGCRVXCqth7PFC3y/21m9QL1xTFFIIIfB9xxQYMhe4CQPCrrFQtQEpDmB4ABL9KClWLg3EFfBYSUXZ6alZaClft8QnJmtVJJOFPhDFUODNNeavE9ePFvCOnszNybt+8XVZ01yUkMYYIyBAAEeE3BEC/ASKSRJrCwoIDqoUENoyu2qFZdJO64U6HlXM0TElE8CdBXLEBQ6G7ABD8KitVC5DSEKYHAMGvkkLV4mBcAZ+FRJSdnpqVlsJVe3xCsmZ1Ekn400EERFQYI6DCO668W6V5t8oyc+/k3y4rKq64VVJRWu4xpURARUFngLWq0x7qtEVVDawdFVwtJCAqNLBqkE0SCUG/gT8Z4ooNGArdBYDgV1mpWoCUhjA9AAh+lRSqFgfjCvgsJKKstD3Xf9nBVXvTXss0axUiCX9qnCFnDBkIQaaQQpL8Ff0KEAAQGCJnjDPknHGOUpKQJCXBnxZxxQYMhe4CQPCrrFQtQEpDmB4ABL9KClWLg3EFfBYSUXHBheKb6cjUsDrtObcAEFQiiACA8D8QwT0ElQNTLAAoTTf4VWJctZM0pNABEPwqKVQ0OzIOPguJCP4bAkDw8/Pz8/PzQUhE4Ofn5+fn96eAQkiXR0hJ4Ofn5+fnB2DVuKYy8E3o1kVmTrlbl4jg5+fn5+dXI9wW6tTAN6FbF5m55R5dIoKfn5+fn1/1MFuoUwPfhG5dZOaWe3SJCH5+fn5+ftXDbKFODXwTunWRmVvu0SUi+Pn5+fn5VQ+zhTo18E3o1kVmbrlHl4jg5+fn5+dXPcwW6tTAN6FbF5m55R5dIoKfn5+fn1/1MFuoUwPfhG5dZOaWe3SJCH5+fn5+ftXDbKFODXwTunWRmVvu0SUi+Pn5+fn5VQ+zhTo18E3o1kVmbrlHl4jg5+fn5+dXPcwW6tTAN6FbF5m55R5dIoKfn5+fn1/1MFuoUwPfhG5dZOaWe3SJCH5+fwKMIREQEfwDDJEAiAi8A/4GpCT434a/ASkJ/Pz+b1QPs4U6NfBN6NZFZm65R5eI4OcrEFHTVCLSdQPuYQw1TUVEIAAE0xRCSE1ThRCGYcI9qqpwzjweg3Omqgr8BwKPbhCRRVORIQAQgWkK0zQBQFG4qirwHwg8uiGl1DSVcwYEBCClNE0hpYS/oqoK51zXDSklIlosKhHouk4EnDNVVQ3DIAKLpuqGSUQWTQWE/yIl6bqhqQogejw6ADDGNE01TWGaJvwVi6YCosejAwAiKIoCAOXlFaqqWC2abphEBH+Fc8Y5d7ncisI1TdV1A+5RVUVRuBDSMAwi+BVjqGkqIgKBJDJNUwjJGLNoqm6YRGTRVED4L1KSrusAqGkqY2gYpmkKuEfTVETUdYOI4L9DBFVRdMM0DDMgwGoYQlUVzhn8FcMwpSSLpgLCr4jIMMSvAEDTVETUdYOIAEDTVET0eHQAQERVVQzD1HXDbrdKKflvGPwVwzClJIumGoZpCgEAnDNVVQ3DFEKoqqIoHH5FIKU0TFNKQkSLpiJDIAAEIaSuG+D3p1M9zBbq1MA3oVsXmbnlHl0igp9PYAxLS8vf3bnf6XQ8OqC7oiiMsZycgvdSPiu6XUxEphBdOj0Q37j+jp3772se2yuhHdyz/+DRM2czxo0deOHC1X37vzMMU0qpKMqIpL41qodv3Z6aX3BbShkYGNCl0wOtWzZRNfXo8V8+O3DEMEwppaIoI5L6xDSo/V7KZ2fPZ0opLZoW37het64PhlYNFkIAACICwCefHT53LnN4Up9aNasVFt3Z9tZeZ1Dg8KTedpv14sXru1MP9enVISgw4N2dn/Xu2T7Abntn56eGbmqaQkRut16vTo2hj/fa+8k3Hl0fkdTXbrdevZq78/0DrVs16dKppRACABDRNM133/vMMM0RSX2tVouQ8uixnz/59HDezSKrxfJgy8aDByVUcTqkJLhHUfjVqzm7Pjh05myGpim9Etv17dVB01RE/Obbk59/cTw+PmZQ/66qpjKGuXmF76UcKCy6AwC1alZL7NE2pkGti5eu7Xz/YO+e7QPstnd2fmropqYpROR263Xr1Hhi+EOcs/d2HcjMzO7bu1PrVk2ISEr54Udf3cy/NXxo7ypVgqSU8BeIaJri4BfHP93/nbtCb9y47vChfb765uSpH89pFlXhXNcNKemRh7vUrBHx5juflFe4ScqI8Kq9Ets2jKsrhPjgoy8LCu4MG9IrODjIMMSuPZ+XlJSNebK/pqoej77/82MHPz9WWu6KbVB72NBex39IP/XjOc2iKpzruiElPdKvS2S10Hd3ftazR9sHWzYGwDNnr3z0yTcP9e5wX/O4A58f++bwKdOUnGGjhnV7JrYLDw2+c7d0+9t78wtuSylNU7RoHjd4UIKicCICvz+R6mG2UKcGvgndusjMLffoEhH8fALn/ObNojETXoiIqLpu9Vy73co5O3nq7MSpyyMiqjZrGmuaZqcOLRo3rDt20pKQYOeGNfOqVnUWF5eNHv+CqirbX1u07a29r27a1aZt82rhIcjYsMd7WW2WISOettttD9zX6Oz5zIKCW8nPj+/bu+Mr63Zs2vJ+m7bNq4WHIGNDH+tZOzpq1FOLLmdkd+3csqzM9csvF2vVilyaPLFOnepCSABQFL7p9T0bX921ctm0/g93/uqbkxOnrnA6HW9tTY5pEP3G9tRXNuzcuum5cpd70tRl8+aMahJff+Oru27fLbl8JSvQYY+uFRkbW3vc6IEz5q52udxvbk0OrVrlyNGfJk1fOWxI75nThpmmAABEdLs9o8Ylu936m1uTqwQ5tr29d+Pm9yPCQxo3qu/x6BcuXXti+EPDh/bRdQMAOGfXs/Jmz19z7Xpe6webGKZZUHBnyaIJTeIblJSUT56+8tSxn8OjIze+PLdhw7qIePLU2YnTVkSEh8TGRJ88dS4w0L5x7fyr13InT1s+b86oJvH1N7666/bdkstXsgId9uhakTEx0bOnD79yJXvyjJV38291Tmj74orpFk3TdWPWvJcvXL72xqaFtaMjTVPAX6iq8sVXJ55ZuKF5s9im8Q0uXckaMaT3D6fOHj32082COzdzCuo1iA4KDBgxrI/VapkwZWnjRvVr1Yw89eNZm82yeuWs+vVqTJ354uXM7Dc2PVc7OspV4ZkwdVlhwe09O1/UNPXVLe9v3f5Rg/o169apcf7C1R7dWnPOjn+fdrPg9s2cgnoNooMCA0YM66Np6qSpy+fMGjly2EOIuPfjr59Z9OqiZ8cNHpSwcPHm93cd6NKtlWmIEyfTO3V8YNniyfk3bw19YkGA3dbygcZCyGZNYwb278o5JyLw+xOpHmYLdWrgm9Cti8zcco8uEcHPJ3DOb94smjB1WUR41dUrZ9rtVs7ZqR/PTZm5KumxXk/PfdI0ha4bFW59yYrXP//i+7Wr57Rv3ez7E+kTpi8fPbL/xHGD123c+faOTzdvWNCpQwvdY3h0PfNqzrAnn+/e9cFXXpz5yWdHJkxZOmpkvzkzR65/NeXtHZ9u3rCgU4cWuseocHvKyyvGTVpqCPOdrYttduvO9w8uX/XGoAHd5856giESkaLwH06emThl+bChfWbPGLZpy551G3eqmrp88eSeCW3nPbPu7PnMd7ctTku/NH32S9OnJo1M6iuEvHT5+tSZLzZvFpP83HhNUz0efdzkpR6Psf31RaFVqxw5+tPkGauGDO45bfIQ0xQAgIhut2fc5KVut75ty8L8gttjxr8QWS10xdKpjRvVlUJeupIlhKxVs5qUEu9Z/2rK69tSp08ZOm7MAMMwL1y8Vq1aaNWQKj/+dG7W/JebNmnw/Q9npkx4bNjQPozhyVNnp8xYNXhQj6fnjtq4adfLa99dkjwpNLTKlBkrp09NGpnUVwh56fL1qTNfbN4sJvm58aqqqKqyacvuD/d+Va9ezXPnM19/9bm42NoVFZ55z6y9dCVr8/oF0bUiTVPAX3DOt2z9YMOmlBeXTx80oHtxcZlhmIrCCWDbm3tfe+ODtS/NadOqqaLyr789NXPu6gXzRo8b03/5qrfWv7pr5dKpiT3azJi7OiPzxub1C6JrRboqPFNnriosvL3r3ZXXs3JHj3+helT42pdm16oZmXnthtut16pRjRC2vbn3tTc+WPvSnDatmioq//LrE7Pnr5k5bdjwoX0Q8ZN93y5csuXZ+WMGDeievHTLZweOfpDyYlRk2LAnns3NLXzv7WUeXR868tke3R5cuWQqMvS4dbdHB78/nephtlCnBr4J3brIzC336BIR/HwC5/zmzaIJU5dFhFddvXKm3W7lnJ368dy0WS81aFCrQ7vmFlXr0vmBWjUjDh76ftb8NePGDJxvxUemAAARkUlEQVQ84bF1G3fu2nNo/ctzWj7QeO2Gna9vT+3Xp1PNmtXCQ4MTE9rk5BaMHLOwQf1aw4f0PvTV919+fXLRM+P69um4buPO17en9uvTqWbNauGhwT26tzZNMW7SEo9hbH31ueDgwPz82+OnLFNVZcMr86uGBAkhGWO3bt99cmxyZLXQF1dMS17y2tXruaUl5QndW48bM/CJsYsaxtVZvnjyN4dPzZizevrUpJFJfRljly5fnzB1eYvmsUuTJ3GuuFwVE6Ysz8nJH/xogt1uu3Y996OPvx457KH/0x6c+FVV7QsA//3W2mdzAJF5EAQRGTSVQc1SbHjZHSq95ZCKhBSixAxHQEQQEUEgERUQBPVqzyGH5+2WlWU4vKulYiI4g6I4ojFcTTjn7L3XWq9Lz/e5vfsHvGcfvt+k+DmaxgAAEU0mc0xCgcmkbK3NO/jNiRWFm5ZmRs2YNrmh4cqTHqNeb+HrM9jBwVYIQQj56Ulvavrqtlv3ayqz/Xw9VZVJEmWMIeLa8p3f1J3Ky44pLNni5GS3vjTdZoDV6TMXE1NLZs/8fZohomzdjo1b9q8pNlhayompJSlJ4ZHhUwghzS1tsUmrxgQHFCyPl3TSo0dPYhIKhngNmvxv45fmVsYunBn9/ju9RvPipeuar92qLs8a4jVI0xg8pZOkb4+cWpJdbm1t9e70yX+a+qqHuwvnXJJozeb9VTV7K9ZmTpoYBAB1R+oXLS59e+prkyYGb9/5RfuDztISg98wT0PGmus37lSXZw3xGtRrNCcZSn78sXvvzuIvvvpb9vINifFhsQtmKIpGKUUExrgk0ZrN+6tq9laszZw0MQgADtWdSsssMyS/FzH3LUT8/MCx3JUbszOjZ05/fUVhzaefHUlLmUcoqazaExIcsCo/8cHDzsjoZYPcnF5/7QVK6Ksvj/XyGsQ5h36/LR7Olk62Mjyb0KSw1ns9ZoUjQr9nAqW0vb0jNqnQ1cWxtNhgZaWnlJz54VJy2mpZJ7m5OlkPsExJmDt6lG97e0dUTJ6ri8Oq/MQlORWIWPbRIns7m/Kq3dW1+4Z6u1ta6gP8h2SmffDgQecHMXmPHz9BRGOPMS52dvQH0/R6ubJ6T3XtvqHe7paW+gD/IRmGSABYGLfSrKqbNuTY2g7o6n6cmFpsMiob1i9xcbFnjCOiECI7t/Js49X8nA9Lyj6eNDH4anObqqrz339nSU5F7MKZEeFTvvn2e0NGaUpSeGT4FERsbmmLSy4KCQpYuTxOkiSj0RSXXHS24bK1tSUAcM6NRvPC+TMS42ZrGgMARDSZzDEJBSaTsm1T3id7v66o2rN6VUpgoH9G1rqLl66bzUrGosh5c98yKyqlpLPrUUJKcU+vsbo8y8PdRdMYAFBKOjsfJaYWu7o6rspPLFmz7auvv6utyh4bPOL7U03JaattBw7w8nJrOt8yPMC7tCi18XxLStpHKUnhkeFTELG5pS0uuSgkKGDl8ji93uK77xtT00vTDPMmvhgUE7/S2dlh7epFFrKcvqSs+dqt6vKsIV6DNI3BU4ioquoXXx7fvPXTW623h4/2z8laEDTaTwio3bK/unZfedni0AlBiHj4WH3a4jKdTjKZFJ1EVyyPe+P3E41Gc0bWuus37mwsz/LyGtRrNCcbSh7+2L1vV8muPV+XlG5dunj+nFl/0DQGT1FKa7fsr67dV162OHRCECJ+e/hUWmbZopSI98LeRMTPvziWm78xOzN65vTX81fV7tz15UA7m8edj54b7Ve0Msl3mGfrjTtRMXmaxjw9XKlEEmPnPD9upKYx6Pfb4uFs6WQrw7MJTQprvddjVjgi9HsmUErb2ztikwrdXJ3WlCyyttYjYv2Zi4mGkhnvTE5NnKsxTgj2geKPtn759Ym4mHc3/fnT98LejHr/bQSoqNqzbceB0mJD6IRATWOSRNtu3Y+IWjZpYnB42Bs5yzdYWelXF6V6DnZbX7Fr244DpcWG0AmBmsYIISaTOSa+wKyqW6pzHR1sL1y6HptY6DPUo7TYMGCAFeccACSJ7tp9sHzD7qlTXj58pH7l8tjTZy4e+Or4pInBx080lBQmPz925Nfffm/IKE1JCo8Mn4KIzS1tcclFIUEBK5fHSZJkNJpiEgp6e82V6zIdHW1PnmzMWLo+bNYfkxPCNI0BACKaTOaYhAKTSdm6Ke/bulM5eRuS48MWzJ+uKOrho/VLcytjF767MGqaWVEJIU96ehdlrGm+1la1PmvUSD9NU0mfI8fOpC9Z6+LiMCLA++bNe5cvtybEhyXGzT556nzyotXOzvZjQoYH+Hm99up4NzfHQ3WnDBmlKUnhkeFTELG5pS0uuSgkKKAgL16S6EdlH2/f8eXYsc/Z29n8cPYyY2xdaXpwUIAho7T52q2aymzvIYNUVeNcwFM6nUQJfdjRvX3ngZrafXPmvJmV8QEhpGbz/urafeVli0MnBCHi4aP1hozSpIS53l6Dlq2oennSmJwlCwjBtMy1zS1tNZXZQ4e69/aaY5NWdXc/2ruz5MuDx7NyKhbMn5aSGM40hoQAAGOMUlq7ZX917b7yssWhE4IQse7IaUNGaUrSe1HzpiKSv/z1cG7+xuXZMdPfeS2vYOMXXx2vXJv5txNnd+w6mJUZNePtyddv3I6IWvbypJDcpQuxD/T7LfJwtnSyleHZhCaFtd7rMSscEfo9Eyil7e0dsUmF9nYDszOj9XoLB4eBly63JhpKpr/9WnJ8mMYYIUgp1emkw0fql+ZW2tvbmExKxdqMEcN9ELGias/HOw6sLkqZ8EKgqmqyrLt9pz0iatlLoSGrViZu+vNf1pbvzMmMDg97Y13Frm3bD6wuSpnwQqCqapIkKYoSE1/QYzQVr0zq6TVu2vLpsf+sT18UOS98CmMc+uh00tmGy4bFazjntrY2m6uWXbh4bcmySlknDfMZvLo41dXZ4dDhU4aM0pSk8MjwKYjY3NIWl1wUEhSwcnmcJElGoykmocBkUjZVL3N2sjt+oiE5bXXYrD8mJ4RpGgMARDSZzDEJBSaTsnljbnf3o+jYFQhkRe6H48eNPFR3eumyitiYWTHzp5kVFQAoIZU1e6urdoeFvZkQOxsRL1y6Pmyox9btB/7jL3Vv/CHUylJvVpS6ulPe3u6V6zJbrt2OTy6aOeN3S9IjNY2pqkYpPXy03pBRmpIUHhk+BRGbW9rikotCggJW5Sd2dPw9IbXYZDSHTgxCJA9/7DpUdzJ2wczoqGlpmWWXr94szIt3d3exkHW2tgOgjxDi7LkrA22s/X29vjt1PiGlaOb017MyoiglNZv3V9fuKy9bHDohCBEPH603ZJQuSomYO/uNzOzyvx0/W16W8cL4UStXbf5k39dLF0dP+9Or5xqvpqaXBo72Ly/LaL15NzpmhZWVRVFB0nD/oTdu3u01mgNH+UqU1mzZX127r7xsceiEICHgwsVr8z/MCwkanr88zkLWFRZvOXT41MaKrPHPj8pfVfvFV8f/fUu+laU+IirHw91lw/olHZ3dEVHLXgoNyVkSjYgAIEkU+v3meDhbOtnK8GxCk8Ja7/WYFY4I/Z4JlNIHDzs/TCy8dr4FrfRCY0lJ4S88P2ph/ErGuLOTvaZqU956OSF2NqXk4cPupEXFF06ce2Xqq6XFBlknUYlu2Li3cv0Op0FOer2FRGlW5vwhnm4z5qS/8sq4ovzEGzfvzovK8fZ2/3hzfs3m/RXrtjsNctLrLSRKMzOixo8bGRWz/NzJJrTSE0JsbQe89cdJcTGzrK31nAvoQwjp/vvjlLSPGo6emTz99dIiQ/uDjvcXLGu/dmdezKy01AhKad3R00kpRWmGyPcjpiJic0tbdGz+uDHPFeUnUokajab5H64wGc1bN+c5Otgd/64hPrkoYu5bhqT3VE0DAEQ0mczzP1xhMpq3bsqzsxt44MtjZeU7Hz7scnF2ePRTj9mk5GYtmPXu7xRFAwBCyMMfu3JXVJ04cc7e0RYE2NhYZ2VEFZZsGTzYtXxNul5voalsecHGzz4/WlOVY6m3iIrJmzXjdxmGeYxzIUCnk+qO1ielFKUZIt+PmIqIzS1t0bH548Y8V1qc+s2hk2lL1qanRkRGTBVC3L/fMW/+sgEDLGs2ZBeW/Pmbvx4GKz1o7LXJL64uTqWUAgAiVlTt3rb9M3s72+7ux4PcHPOWxY4dM0II2LhpX0XV7o2V2aETghCx7mh9UkpR+qLI6A+mHfzmu+TU4jmz38jJWnDpUuvinPLW1juuLg7d3Y8dHe1ysha8PCmEc7Hzk6/Kqz4xK6qTo11X1+PoD96OXfguIlbX7quo2r2xMjt0QhBjXFW1svIdn3xy0NrGmlLy+PGTmdNfT0uJ0OvlFatqP/v82M5thQH+3isKavbsPbihItvXZ/Cs9zJ7eoxuLo6apr300pj01HmyrBNCQL/fEA9nSydbGZ5NaFJY670es8IRod8zAREVRW0639LV/QgAhRD+fl7OTvYNjVd7e02ij6en28gRPojIubh8pfXe3Yc+wzyH+QwWQhCCt261X2lu45wJAUgwONDfztam/sxFJye74QFDGePnGq+YzMrEF4Pu3H1w5Wob50wIQILBo/1dXR3ONTY//LELAGVZGuTm5DfMi0qUcw6/Ii5fuXn37gMfH89hPoMZY+eamru6Ho98zsfD3UUI0dn1qOl8i5+v52APVwDo7TU2NDbb29uMCBiKiIzxxqarjPGQ4ACdTtfd/bjxfLOXp5uPtwcXAvpwLhqbrjLGQ4IDJEkChOvX75w9d/n+/Q5ra0vfYZ7BgQG2tgOEENCHUtLR8feTp8+33rhjYSGPCR7h4+PRdL7Fw93Fz9dTCCCIbbfbrzbfHDXS19pK39B4dbCHi8/QwUIIAEDEzq5HTedb/Hw9B3u4AkBvr7Ghsdne3ua54T6377S3XLsdEhTg4GAr+jQ2Nf/0U8+4sSNvtt27facdAIXgri6OgaP9EeFniNjZ+ejk6abrrXft7W0mvhg4zMcTQABg2637N27eDQr0t7cbCACdXY+azrf4+Xp6Dnbr7TXW/3Bp4EDroNH+lJDWm3dP11+4397p5GQ7ftwoP18vAAGAjLGmC9caGi4/6TF6e7u/OH60i7MDALTdun/j5t2gQH97u4FCCEJIT4/xdP3Fy1daAWHEcJ/x40ZaW1sKIVqu3brf3jE2ZISNjdWduw8vXW4dHjDUxdn+zA+XfnrSK0AILtxcHQNH+1FKhIB+vyUezpZOtjI8m9CksJvtvSYzAwAhQAgBP0N4ChH+BQJCv/9LiCjrJEIJCPiZqmmccVnWISL8DEHTmKpq0EfWSVSimspUTYM+kkR1kgR9BICqqpwLC1nHOFdVDQAsZB0gms2KJFGdJEEfAaCqKmNclnWUEAAQIBjjmsaEEPAvdDpJkqimMlXTAMBC1hFCFFVjjAEAIUSWdaqqMcYAABFlWcc5V1UN+siyDgHMigoAhBBZljSNaRqDfyLLOgQwKyr00ekkRGSME0RCiapqnHP4J5QSSiljnCAiQU1jsk5inKuqBn0kiUqSpKqqEEKWdZrGNU2DpwghsqxTVY0xBgCIKMs6zrmqapRSnU5SFJVzDn1kWYeIiqJKEpUohT6Mc0VR4SlKCaWUMU4IAoCqatBHkqgkSYqics4BgBAiyzpV1RhjiGhhoeNcKIoKAJIkEYKMcUpQAKiqBn0QUaeThBCcC0oJ+wcOAJJEJUlSFJVzDn0IIZJEOecAQAjRNMY5BwCdTqKUmM2qEEKiVNJJqqpxzmVZRxDhZwiMcUVRod//bwIABPwrAQJ+IeAfEBAQCRAAd2dLx4EyPJuQcW5WOGOCgxAChBCMg+CCC2BcCC6YAM4FF4Jz4EJwBlxwxkEAgAABAn4hQMB/EwJ+IUDAryDCryEg9OvXr1+/XxEAIOB/ESDgnyAg9EGE/4EIv0BAAEAEQoAgEoKEAEEkBAgSSoAQRIIUgRAkCIQgAiAiQbCQiUQJPJv+C6b7oTfjdi1NAAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "table",
"confidence": 0.7199841737747192
},
{
"class_name": "calendar",
"confidence": 0.12393832206726074
},
{
"class_name": "flow_chart",
"confidence": 0.05278914049267769
},
{
"class_name": "pie_chart",
"confidence": 0.038382694125175476
},
{
"class_name": "line_chart",
"confidence": 0.02570616453886032
},
{
"class_name": "bar_chart",
"confidence": 0.015074975788593292
},
{
"class_name": "scatter_plot",
"confidence": 0.00591362314298749
},
{
"class_name": "geographical_map",
"confidence": 0.004770323168486357
},
{
"class_name": "full_page_image",
"confidence": 0.003588929306715727
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.003463356988504529
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0018769408343359828
},
{
"class_name": "engineering_drawing",
"confidence": 0.0015515576815232635
},
{
"class_name": "page_thumbnail",
"confidence": 0.0010562012903392315
},
{
"class_name": "other",
"confidence": 0.000473897933261469
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00040813436498865485
},
{
"class_name": "icon",
"confidence": 0.00024696040782146156
},
{
"class_name": "music",
"confidence": 0.0001790682872524485
},
{
"class_name": "box_plot",
"confidence": 0.00012208450061734766
},
{
"class_name": "photograph",
"confidence": 0.00011020605597877875
},
{
"class_name": "chemistry_structure",
"confidence": 8.66562913870439e-05
},
{
"class_name": "bar_code",
"confidence": 8.164661267073825e-05
},
{
"class_name": "logo",
"confidence": 7.707994518568739e-05
},
{
"class_name": "stamp",
"confidence": 5.221258106757887e-05
},
{
"class_name": "qr_code",
"confidence": 2.9680006264243275e-05
},
{
"class_name": "topographical_map",
"confidence": 1.9039256585529074e-05
},
{
"class_name": "signature",
"confidence": 1.698325650068e-05
}
]
}
]
},
{
"self_ref": "#/pictures/17",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::\nCurrent Stock Price\u00b9\nsteep discount\n$9.75\n27% Discount to book\n9.4% Dividend yield\n\nEarning our way back to book\n\n1 Rotate into loans\nIncreases carry and lifts run-rate earnings\n\n2 Generate gains\nSupplement carry with gains across products \u2014 market undervalues\n[+] [+] [+]\n\n3 Buy back stock\nAccretively repurchasing shares below book value\n\nBook Value Per Share\u00b2\n$13.44\n30%+ Total return potential\n>9% Yield \"while you wait\"\n: diagram::>"
},
"classification": {
"predictions": [
{
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"quber__figure_version": "dpt-2-20260410",
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"kind": "footnote",
"label": "Current Stock Price\u00b9"
},
{
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"kind": "footnote",
"label": "Book Value Per Share\u00b2"
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],
"quber__footnotes": [
{
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"text": "Note: As of 06/30/2026"
},
{
"marker": "1",
"text": "Based on 07/22/2026 LADR closing stock price"
},
{
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"text": "Represents undepreciated book value per share"
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "flow_chart",
"confidence": 0.9023913145065308
},
{
"class_name": "bar_chart",
"confidence": 0.046850841492414474
},
{
"class_name": "line_chart",
"confidence": 0.02706959657371044
},
{
"class_name": "calendar",
"confidence": 0.008947588503360748
},
{
"class_name": "table",
"confidence": 0.006258516572415829
},
{
"class_name": "pie_chart",
"confidence": 0.004044703673571348
},
{
"class_name": "full_page_image",
"confidence": 0.0011432270985096693
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008582675363868475
},
{
"class_name": "other",
"confidence": 0.000679215241689235
},
{
"class_name": "icon",
"confidence": 0.0006269185105338693
},
{
"class_name": "geographical_map",
"confidence": 0.0003557650779839605
},
{
"class_name": "scatter_plot",
"confidence": 0.00017777940956875682
},
{
"class_name": "page_thumbnail",
"confidence": 0.00012760682147927582
},
{
"class_name": "chemistry_structure",
"confidence": 0.00010597800428513438
},
{
"class_name": "music",
"confidence": 9.768888412509114e-05
},
{
"class_name": "box_plot",
"confidence": 6.148991815280169e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.557356053031981e-05
},
{
"class_name": "logo",
"confidence": 4.955738040735014e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.3460157030494884e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 1.2960874300915748e-05
},
{
"class_name": "photograph",
"confidence": 1.26555178212584e-05
},
{
"class_name": "bar_code",
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"text": "\n\nOptimize asset mix and supplement Carry earnings with gains\n<::\nchart: Three main columns with associated data and a row of financial metrics below.\n\nColumn 1: Current Asset Mix (Q2 2026)\n Stacked bar chart:\n Loans: 49%\n Securities: 33%\n Equity: 18%\n\nArrow pointing right from Column 1 to Column 2, with text: Increase allocation to loans\n\nColumn 2: Run-Rate Asset Mix (Illustrative)\n Stacked bar chart:\n Loans: 65%\n Securities: 20%\n Equity: 15%\n\nArrow pointing right from Column 2 to Column 3, with text: Generate gains-on-sale\n\nColumn 3: ROE Enhancements\n List of enhancements:\n + Conduit loan securitization gains\n + Securities gains-on-sale\n + Equity NAV upside\n\nFinancial Metrics (below the columns):\n ROE \u00b9\n Current Asset Mix: ~8.0%\n Run-Rate Asset Mix: ~8.5%-9.0%\n ROE Enhancements: ~9.0%-10.0%+\n\n DEPS \u00b9\n Current Asset Mix: ~$0.23\n Text below: Current dividend level\n Run-Rate Asset Mix: $0.24-$0.25\n ROE Enhancements: $0.26-$0.27\n Text below: Earnings growth = dividend growth\n::>\n"
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"text": "Asset mix percentages exclude cash and all other assets"
},
{
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"text": "Represents illustrative ROE and illustrative quarterly Distributable EPS"
}
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "flow_chart",
"confidence": 0.49933063983917236
},
{
"class_name": "bar_chart",
"confidence": 0.21602891385555267
},
{
"class_name": "table",
"confidence": 0.1581868976354599
},
{
"class_name": "calendar",
"confidence": 0.09508925676345825
},
{
"class_name": "line_chart",
"confidence": 0.01573760062456131
},
{
"class_name": "engineering_drawing",
"confidence": 0.0066246148198843
},
{
"class_name": "full_page_image",
"confidence": 0.002766842022538185
},
{
"class_name": "box_plot",
"confidence": 0.0013401199830695987
},
{
"class_name": "pie_chart",
"confidence": 0.0012117879232391715
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0011953447246924043
},
{
"class_name": "page_thumbnail",
"confidence": 0.0006289273151196539
},
{
"class_name": "geographical_map",
"confidence": 0.0004428959218785167
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0004216221277602017
},
{
"class_name": "other",
"confidence": 0.00026987766614183784
},
{
"class_name": "icon",
"confidence": 0.00021762399410363287
},
{
"class_name": "chemistry_structure",
"confidence": 0.0001952668244484812
},
{
"class_name": "photograph",
"confidence": 4.507093763095327e-05
},
{
"class_name": "scatter_plot",
"confidence": 4.3972573621431366e-05
},
{
"class_name": "music",
"confidence": 4.1983177652582526e-05
},
{
"class_name": "stamp",
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"marker": "1",
"text": "Represents approximate average dividend yield for LADR stock over last 10 years, excluding 12-month period following onset of COVID in March 2020"
},
{
"marker": "2",
"text": "Hypothetical upside percentages based on implied stock price at $0.25 hypothetical quarterly dividend versus current stock price"
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{
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"text": "\n\n| Balance Sheet | Carrying Value\u00b9 | The Case for Ladder |\n|---|---|---|\n| LOANS | $2.8B | First mortgage loans + Securitization gains |\n| SECURITIES | $1.9B | AAA securities + Securities gains |\n| EQUITY | $1.1B | Net lease / IG tenant focus + NAV upside |\n| Cash & other assets | $0.1B | |\n| Total assets | $5.9B | |\n| Total liabilities | ($4.2B) | IG capital structure |\n| Book Equity Value | $1.7B | 13% inside ownership\u00b2 |\n| Shares outstanding | 126.9M | |\n| Book Value per Share | $13.44 | Stock at 27% discount to book\u00b3 |"
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"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 1.4136983281787252e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
},
"quber__read_by": [
{
"reader": "set-of-mark",
"produced": [
"Ladder-Capital-Investor-Presentation-2026-07-23-p15-t1"
]
},
{
"reader": "ade",
"produced": []
}
],
"quber__figure_job_id": "cms7ozuei0a8vd5011kyq8a2e",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "0e7c7c10-f4b4-4196-b9c5-523b4eb5dac1",
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "Carrying Value\u00b9"
},
{
"marker": "2",
"kind": "footnote",
"label": "13% inside ownership\u00b2"
},
{
"marker": "3",
"kind": "footnote",
"label": "Stock at 27% discount to book\u00b3"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Note: As of 06/30/2026"
},
{
"marker": "1",
"text": "Loans shown at lower of cost or fair market value. Securities shown at fair market value. CRE equity, total assets, book equity value, and book value per share shown on an undepreciated basis."
},
{
"marker": "2",
"text": "Represents management and director ownership"
},
{
"marker": "3",
"text": "Based on $9.75 LADR closing price on 07/22/2026"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 15,
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"t": 433.16839599609375,
"r": 612.7489013671875,
"b": 61.578125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 507.0,
"height": 371.0
},
"uri": 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"
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{
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{
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"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nTransaction Growth\n<::bar chart\nTitle: TOTAL CRE TRANSACTIONS ($B)\nData:\n- 2023: ~$340\n- 2024: ~$380\n- 2025: ~$460\n- 2026E: ~$530+\nTrend: An upward trending line is drawn across the top of the bars, indicating growth.\nCaption: CRE activity picking up\n: bar chart::>"
},
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.8257176634506322e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.7568458133609965e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.7034852135111578e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.451200841984246e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.712363872589776e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 3.518194716889411e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.057947767752921e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
}
]
},
"quber__figure_job_id": "cms7p015e0b1me401mcq2oqut",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "27f0a0a7-89fe-4951-a0b2-ca5c20e582f1",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "Note: As of 06/30/2026. Forward pipeline subject to change. Sources: CBRE, Costar, Real Capital Analytics, Trepp and Wall Street research"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 17,
"bbox": {
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"t": 401.39271545410156,
"r": 228.702880859375,
"b": 102.18231201171875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 214.0,
"height": 299.0
},
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l/esOXQxtXj+jzZIf2jLzdtP3zs1KUFM4aMfLH77r3fLVy581Jm9spFzl5d242ZukanE1xjnv3UfXzC9LV6g3ji0NKaibGdekz49siZeTOHTh7dd/+hUwuWfnz8x4uqqgGApmodHU1WvDXSEmOeOnfjjWve3k91erZXx8+/ODV6yurygLR747Qej7cdP33t28s+5nQCY0wvCvOmDR7xYveZb23OySuZOWngsVMXx059Pzs7f/6bL056o2/Gz9e37PzGoBdfG/4EIm7cfkjg+ZOnMz/c/AUAWzZ/xKvDnvj8wIl31n2WdSP3083T69lqPNZn2sEDx2ZOHzJ9fP9DX5+Zv/Sj745nKKqGUNUoZaYIQ3ZGOoIhlQvTw/3HGDNFGNs8UD86MoJSSghevZ57+txVTdPCwwwPdWhGCH599Jy/LICIDBgC2ls16PJgC395xf5DP9apXb1d6wY3swu++Pp0Qlx0jQTLj2evXLuWozeKT3VzNKhX4/zP10+dvtI6pW6tmnE+f6BSCh76+vRtb6HBKD76UEqrlLrXrud+8/359m0b1a2TkHHx5v5Dp1RVe7RzSkqz5GBQ/eb7c0ePZTDKGjWw9ureDhF/PHvlq289ifExz/TsyHPcl9+eOf7jJbM5rGtqq9rWuIpK2XP+2vcnLlRWypGR4Q+2b8YY+/o7T5m/wlqz2jM9Oxj0uqPHLxw9lkEpg7s0VbNa41I7NU+MjyktDZT6yy9mZp//+YYsBXmB79iusSXadOzUxezbBUgIAFBKw8ONj3VOqW9LrKwMXs7yfv2dp7ysghASHx/zXO9OOoE/fOTsaU/WQ+2bdrA3VlTtyPfnvv3hPCICY7Wscc/07Bhm1J86k/nT2SstmyXzPPfNd+dKS8trJMY+07NDeJjh+xM/H/nhnKpRhKpGKTNFGLIz0hEMqVyYHqoEY4wGVdAoAANAEDhO4AGAMUalIACgqCME4S7GgCoqIAKjgAh3IAKlwHGgaaBqoBM4nmOMUUUDgkApEAKahgJPCNFkBTjC8RxjjCoqEAKUAhIABoigURR4AGCKChwBSgGACDwiaqoGjMEdlBEdTzUKjMEdDDgdr2kUVA0FjlEGmoaCQAgyxqgUBAAUdYSgplGgFO5gwOl4+BVN1UDVUMcDIAsqQBB5nhAEAE0OgkZBFDiOg19QSpmiAs8DY6BqqOMJIQCgaRQoBQZ3EIGjigqEAKUAQAQBEe7QVA0YgzsoA54DRQXGUNQRgppGgVK4gzEiCIhQ9ShlpghDdkY6giGVC9PDXwFjgAj/VwwA4f/DGNyBCL/GGCDCf2AACP8/BoDw/4YxQITfjTFAhP89BoDwP2AACH8llDJThCE7Ix3BkMqF6SEkpGpRykwRhuyMdARDKhemh5CQqkUpM0UYsjPSEQypXJgeQkKqFqXMFGHIzkhHMKRyYXoICalalDJThCE7Ix3BkMqF6SEkpGpRykwRhuyMdARDKhemh5CQqkUpM0UYsjPSEQypXJgeQkKqFqXMFGHIzkhHgPZg1ENISBWjTDAZi65+jH36zySiACEhVYsyZjSI7y15HRljEBLyx0HGGISE/HGQMQYhIX8cZIxBSMgfBxmlmhYEYIgc4QQABiEhVQcx4M/J+GKmIpXF1Gxdp+0wqgYhJKSKoGg0YcDn9eyfokh+Sy27zfEKVWUICakiKBrNGPB5PW6XIvktVrvN4aSqDCEhVQRFoxkDPq/H7VIkv8VqtzmcVJUhJKSKoGg0Y8Dn9bhdiuS3WO02h5OqMoSEVBEUjWYM+Lwet0uR/Bar3eZwUlWGkJAqgqLRjAGf1+N2KZLfYrXbHE6qyhASUkVQNJox4PN63C5F8lusdpvDSVUZ7h2e5zmBB8bgDkSqqoqiAgAi6gQekMAdjAYVlTGGiDqdAIQAY4AADJSgQikFAETUCQIgBIMKYwzu4jmO47lgUGGMwX+BiDqdAHepiqpRCgA6QUCeA8aAMUVRKGUAQAgKOh3cgQiaJgcV+BVB4AnPA2NwB4KmaKqqcoTwOgHu0tQ7NPgFIUTQCUyjQUWBX+gEATmiBBVKKc9zHCFyUAEARNQJAhAExhRFpZTCXRxHeEGgmqYoKvwCEXU6Ae5SFVWjVBB4wvPAGNyBoCmaqqocR3ieV4IKZQwAEFGnE+AOREZpMKjAXRzH8QJPVU1RVUJQEARFUSmlACAIPOE4ANBUTVVVuI9QNJox4PN63C5F8lusdpvDSVUZ7hFEzLx689KV6xzhEEFVtaRaCY3qJxNEjdIz5y95Mi4DYPMm9Zo1rsdzpFIKHv/xXHl5gOM4jVKB51u1aBQTbWYMVFU97bkoycEHWjQyGvSMMULwZnbuLW9eiyb1jQY9Ywx+hRBUFPXYj+cuXb4Wa4nuYG8ZE23WNHr+Ytat7BwAtMRENm9cz6AXGYC/rPzUmQsVFRKltFq1mDYtGyMi/CLjUtb1G16e5xiApmn1k2vVq5uUX1B09vwlSQrq9bqG9erUSIijlAIAIvr85SdPn4+LjWna0MbgXxhjGRez8guLW7VoFBVpvno9u6i4pEXTBhzHqar6o+eiJ+NyNUvUQ+1bmU0RjDFCML+g+Mz5S7VqJtRLrsUYAwBCUFHUYz+eu3T5WqwlukO7lJhI07mLV67f8PI8xwA0TaufXKte3aTcvILLWTdaNGkQEW5EhKCinvjp/MXMazpB17Jp/aaNbJQyQvB2TsH5n6/Ykmra6lhLff7zP2c1ql8nKjICALOu3/rhpEfTaPs2zZOTajLG4H5B0WjGgM/rcbsUyW+x2m0OJ1VluEc4jqzZuHP5mq3FJT5V02KiIgf17T75jRcRyfsbd761cn1sdKQcVHz+8lmTRg7q2yO/oGjYmNkXLmblFxZHmkzWxOppc8a2TmkCABkXs/q+NL6wqHTz6vmPPGQPKopOJyxbs+XDzXu2rV1QP7m2oqrwC0TUNG3Zmi3L12xNjI+V5ODg5558Y8QAWQ4Ock49eeZC/eRa1295Bzzddfxrg416/bfHfnpu2MTa1sSYKFNKs0aTRr3IcYQxhogAsGDZB+kff15U7COEWKLNr7z07KsjBuzYdcA5YV7j+sml/rKoSNOSOeOaNKyrqqpOED7cusc5fl7rlo13rl8cFWlijCmqOvjVaZ/s+3rG+JenjBm6aMX6L776YdeGtPDwsN2fHZ4yd2WThjZJkl4d+txjnR2qqnEcWbRig2veyqe6Pbx26ZthYQbGmKZpy9ZsWb5ma2J8rCQHh/TrOWp4/3lL1m76+POiYh8hxBJtfuWlZ18dMWDbjv2uuSu2v/9WSvOGkhRc+l76ux98nJhQze8vVzUtbfbYrqkdCEfe2/DxqCmLOrV7YPvat65cuzV01Mx3Fk7u4Hjg6rVbQ16bgQQjTREpzRpMfH0IIjLG4L5A0WjGgM/rcbsUyW+x2m0OJ1VluHc0jQYVZdSUhTl5hZtXzzUaDKKou3r9Vo/+r3ft0n6e6zVJVoaOnpl9O++zLcujo0xKUPVcyOz/8uSpY4f16/04ABCOCBy/at22jR99TqnWqV2rhW+OYgwEgV+yOn39lk+3rV3QwJakqCr8QhD4Y6fO9R8+qd/TXaePHV5YXFpc6m9Qt7aqqs8OnWiJiVqTNnXkuHlnMy7v2bQ0MTHu0NfHho+euSZtepfUDkplJWUMfkXTqL+sfOiomVGRESsWTNLpdAa9uHXXfte8dz5NX+Lzl/d6fvTiWWOe7/uEqmkVFZUvj5ubm1eQm1+06M3RPR7tpKhqMKg8/4rr3IUsUdRtemf2oSMn9h86+snGJUajYcKbSz47eOSzLSuSaiXKsiwIAiFY6ivrP3wK4fDW7bw1adPat2nOAI6dOtd/+KR+T3edPnZ4YXFpcam/vq0WpcxfVj501MyoyIgVCybpdDqDXty62+2au/KjtW+1btXsux9+GvDy5KGDeo9/9YW8/KLnX5kaZjRsendudHTk8vc2L1m9WdO0yW+82Kp5oyGvz3h30ZSOHdrsP/DN886pi2aOGfzcE2XlFTqdAPcRikYzBnxej9ulSH6L1W5zOKkqw71DCAHGRoyf680t2PnBIkGn4zhy4Mvvho2e/d7iqd0f68QoW75my5J3N3+2dUWDurUJoudC5tODx86a5BzQp5scDBJESQ4OHOlq2ayBKAg79h7ak74sLjaa57ml721ev+XTre/Pb2BLUlQVfiEI/Pqtn7rmrty+7q2O9hRV1RCBUhZUlIEjpmR78x7u0ObQkWPdH+k45Y2XDAb910dPDRrpata4XmJ8tWd7PfpQh9aapsEvOI6rqKgcNNIVHWl6L20aEsJz3PZPDoyZvrhX14fz8ovyC4tXLZzSuEEdQsjJ0+ed4+e7Rg9dm74rqVaNtNljEVGWgwNHTKle3XIuI7N1y8bV4yyHvj62a8PiiPDwnZ8dGjVlUWL12OEvPN2v9+OCIPA8d+ib41PmLJ/rem36gneffKzT5DdeREI+3LLHNXfl9nVvdbSnqKqGCJpGOY6rqKgcNNIVHWl6L20aEsJz3Lbdbte8VdvXLmj9QLP1m3dPm//OrvWLW7VszBibNGv5F98c2/nh23WSrUtWbfz84JGaifGZV2+88fLAuWnvL58/oWP71lev3hw4Ykq2N7/f012dQ55JTKimaRTuFxSNZgz4vB63S5H8Fqvd5nBSVYZ7BxEZYyPHz8vJK/h43UKdTsfz3OcHj4wcP+/9JdO7dunAGFu+ZsvS1Zs/37qinq02AnguZPYZMm7mxJED+nQLKgrP8z+eudBv+KQRg/sIAr9g2Ycr3prU54lUAFz63ub1Wz7dtnZBA1tSUFHgF4LAr0vfNX3B6p3rF9tbNVVVDQEYQFBRBo6Ycu2mN75azPVbOenvzk1p1hAAvv7+x8GvTH2y60MN6iV1aNOicQMbpRR+QQgJVFS+4JwaFWlavXgqIUTg+e2fHBg7fXHbB5r+dPbi8892nzp2OCJwHPf2qo0fbP5k4Yw3tu12X8y8/tEHC5Nr1QxUVPZ/eVKLpg1qWxMWLPswpWmDklL/Rx8sNBoMAOzbY6eXvJv+/Ymzk0e/OPrlAZTB5FnLvj1+eurYYe988FEgULl7Q1pMTOT7G3dMX7B65/rF9lZNVVVDAMoYISRQUfmCc2pUpGn14qmEEIHnt+12u+at2r52QesHmq1dv2Pm2+99snFJSrMGDGDSrOWHjxzf8eHbSXVqpq3YsP/w0enjXn510oJG9etczLy2fN7EjvaWGmXXbmS/u/7jzTv2t0lpvH75zIiIMEoZ3BcoGs0Y8Hk9bpci+S1Wu83hpKoM9w4iMsZGjp+Xk1fw8bqFOp2OI8STcfmJAaOGPd978hsvBSoqXxr1ZkFhye5NaebwcEKI50JmnyHjZk4cOaBPN0VVeY5buHL90tWbG9RNIgQzLmU91a3zkrnjDXpxyer0Dzfv2fTunPq22owBIQh36XTCF1/9MMg5dczIgaNHDKyUg5WSFGU2qar63LBJcdVipo0Z1velCSnNGiyZM14UdV8ePTl89Mw1i6elpnZQJIlSCr9CCAlUVL7gnBoVaVq9eCohROD5bbvdU+e/88nGtH1fHF23effWNQtSmjf0+cr6DZ+UefVWUq2EskBF1rXsFQsmPvfU4+WBin7DJjVvUu+1Yf2eHzn12I/n7A80/fiDRaKoKyrxWaLNBUUlTw8Zl1QzYcM7c/PyC/sNm1RU4quRGFdc7PPmFmx5b97DD7U7eOjbQSOnjhk5cPSIgZVysFKSIk0RHMcFKipfcE6NijStXjyVECLw/Lbdbte8VdvfX9C6VTP3F98OeW3G9PHDhz/fJyevYNAIV3SU+YMVM83m8LRVmz478M2WtW+9t37H0tWbo8wRG1fN7tAupaCwWBB4U0T4pFnLtn9y8PCuNbWt8ZpG4b5A0WjGgM/rcbsUyW+x2m0OJ1VluHcQkTE27I1Zt3Pz92xaqtMJAKCq2vQF72zc/lmLpvX8ZYHCopIF00c91b2zqmo8x7ZYQi8AACAASURBVJ3NuPzEgFHzp742qG8PjdLC4pJnhoxv1rje/GmvE4KzFr23e9+Xn2xc2rhxvRWr0yfMXFarRvVIU8Ssyc4undoqqgoAhGB5oNI1Z8X2PQcfaNawrDzQ7ZEOk98YKsvBpwePjYo0pb87d96SdWvTd+1cv7jVA02/PnL86cHjGtWvUy02ulmjuuNfHczzhDH4D4SQQEVlv2ETo6PM65a9SQgReH7Lzv0TZi79bMuyMKOxS+/hg57tMdf1+ldHTz7vdC2ZO757lw5FJb7eL4ypU7vGhpWzNU3rPXhs04Z1F80e89FO96BXpjpaN/80fZlOJ0yZs/LYqbNhRv3lqzdnThj5Qv+e23bunzhz6aZ357ZKaXL12q1nX5qQ+mCbJXPGl5UHpsxesX3PwQeaNSwrD3R7pMOkUS8hQnmgst+widFR5nXL3iSECDy/Zef+CTOX7t6Q1jqlcUmJb8KsZXsPfPNAs4a5+UWSHFy5YNJD7R9AQhav2rh735e7Ny4pKwv0Hjwm+3be3s3LHY5WOz9xL1j2YfW4mAuXrnbu0CZtzlhRp2OMwX2BotGMAZ/X43Ypkt9itdscTqrKcK+dPX+pUg62TWmCiABACCkrDxz54adzFzKNBkNHe8vmTeohImMMEf1lgeM/nWtUr06NhDjGWKCi8viP5+rUrpFcqwYA3Lydc+7CldYtG1ss0Tduec+cu6goKseR1i2b1EiIo5TCXRwhpf6yw0dOXMq8bomJ7PJg2yRrokbpydMZgsA/0LxRbn7hT2d/TmnWsHr12OKS0h9OeioqKjVK42JjOrVLQUT4BSJqmnbqzAWdTmjRpD4AEEJu5+RfuJTVJqVpeJjhuxNnDXpd65ZNbt3OvZh53d6qqSkinFL6k+fn8vKK9m1bIOLJMxdM4cZG9ZMlST56/HRYmLFNy8YcR7KuZR86ctznL2/VolFHe4og8JlXb97Mzu3QtoVe1KmaduKn84jYumVjnudKfWWHj5y4lHndEhPZ5cG2ta2JAKBp2qkzF3Q6oUWT+gBACLmdk3/hUlbrlk3MpnBCsLjEd/jIicyrN6MiTZ3apTRqkEw1SgjJun4rJ6+wdYvGok44k3EpN6/I3qppZKTZV+r/4ptjmVk3k2onPtLJHhMTSSmF+wVFoxkDPq/H7VIkv8VqtzmcVJXhXtPpBESU5SD8ghAiCDylFBEBQFEUxuA/EIKCTqcqqqZpAICIOlGnqXdoAMBzHCfwSlChlPIcx+kEuEsNKpqmwa9whPACTyklSDSqqaoGAKJOx4AFgwrHcbzAq0FFo5QQIogCAMIdlMpyEP4LUadjwIJBBe7iOI4XeCUYpJSJoo4xFgwqHMfxAq8Eg5QyABB1AiDKchAARJ2OMqooKiLqRB1QJgeDAMDzPEcIYwwRg4rCGON5juP5oBxkjAGAKOqAMTmoAABHCC/wlFKCRKOaqmpwl6jTMWDBoAJ3cRzHC7wSDFLKAIDjCM/zlFKCyBgEFQXu4nnujmBQYYzpdAISogQVSikhRBB4SikhRFW1O+A+QtFoxoDP63G7FMlvsdptDidVZQgJqSIoGs0Y8Hk9bpci+S1Wu83hpKoMIf8TRGSMQci/C0WjGQM+r8ftUiS/xWq3OZxUlSHkPyOIgEgphbsQUVU1nucYYwCAiBzHAYCmaYwxuIsjhLJ/gZD/DopGMwZ8Xo/bpUh+i9VuczipKkPIrxBC8vILf758rX3bljzP8Rz3k+dn95ffjRo+QC/qGEClJOfmFTLGaiTEiaIOAQqLS8+cv9yhbQudjmcMQn4bikYzBnxej9ulSH6L1W5zOKkqQ8ivCAK/bdeBgqJi54vPIsK+Q0f3fXG0PFDZ47GOT3dP5Xju8JHj6R/vs0RH8jw3ZuQgS3RkaVnZ3LS1z/d9oknDZE2jEPKbUDSaMeDzetwuRfJbrHabw0lVGUJ+gYiqqs5JW9ulU9vOHdtUVEoTZy51tGnxTM9H/GXlYUaDThC27zlw9Vq288W+Y2csHtKvV7vWzRFh1drtRqPhxQE9g0EFQn4TikYzBnxej9ulSH6L1W5zOKkqQ8gvCMGSUv+0+e+8Nrxfo3p1KKWfHzy6bbf7geYN+/Z8NL56LM9xuz4/vG3Xgbp1at7OLZjrei0uNpojZM/+r85fzJo2brgsByHkN6FoNGPA5/W4XYrkt1jtNoeTqjKE/IIQkldQNGPBuxNHDUmuXUPTNIEX8gqKNmzbm3UjO23W2PAww469h74/6enzROr2Tw62aFL/+b49ENH95XfHfjw3a5JTloMQ8ptQNJox4PN63C5F8lusdpvDSVUZQn6BiGXlgSlzV4x4oU+LJg0qJOnCxayaidXPnLv48aeHlswdZwoP3/qJ+3xG5qiXB6z6YLvZFP7G8AGAsH33gWs3bk8ZM1SWgxDym1A0mjHg83rcLkXyW6x2m8NJVRlCfoGIjLEFyz5o1rher24Py3Jw2273hm17mzas+8JzTzRrXI8QPHXmwvqtnyJCrZoJzz/bwxIdhQQXLV9fJ6nmM090UVQVQn4TikYzBnxej9ulSH6L1W5zOKkqQ8ivCDy/7/DRC5eujhrejxBO07SP9xzs2qVjdJRJUVQA4DiO1wnAGDCmBBVALCwuXfLOxuGDn6lVI55SCiG/CUWjGQM+r8ftUiS/xWq3OZxUlSHkVxBRkuTbuQW1a8YTQgCAUkoIgd+AiOWBisKiUmuNeEQI+W+haDRjwOf1uF2K5LdY7TaHk6oyhPxniEgQNUrhLkRkjMFvQ0SCqFEKIf8DFI1mDPi8HrdLkfwWq93mcFJVhpCQKoKi0YwBn9fjdimS32K12xxOqsoQElJFUDSaMeDzetwuRfJbrHabw0lVGUJCqgiKRjMGfF6P26VIfovVbnM4qSpDSEgVQdFoxoDP63G7FMlvsdptDidVZQgJqSIoGs0Y8Hk9bpci+S1Wu83hpKoMISFVBEWjGQM+r8ftUiS/xWq3OZxUlSEkpIqgaDRjwOf1uF2K5LdY7TaHk6oyhIRUERSNZgz4vB63S5H8Fqvd5nBSVYaQkCqCotGMAZ/X43Ypkt9itdscTqrKEBJSRVA0mjHg83rcLkXyW6x2m8NJVRlCQqoIikYzBnxej9ulSH6L1W5zOKkqQ8g/Fc8RAKCUUcagKqBoNGPA5/W4XYrkt1jtNoeTqjKE/CMxBjfy/DxHoiP0pjABESlllN0B9w2KRjMGfF6P26VIfovVbnM4qSpDyD8PIiDitsNXzl8vtpgN0RFiosUYH2O0VosIM/CMwf2BotGMAZ/X43Ypkt9itdscTqrKEPKPgQiIyCEygLJK5avTtw+cvMURZAwYQHyMsd/DtqT4CI0yuC9QNJox4PN63C5F8lusdpvDSVUZQv7WEJEjiAiqRlWNFvrkq15fltefW1xZGggGgxogKCqtXT2iz4N1rNUiNErhfkHRaMaAz+txuxTJb7HabQ4nVWUI+dtBBAQkBBAxICkFpVJ+SeXVnLIsry+/tFIUuKhwsXq00RoXdvLngluFgSa1o/o+nBwdoVc1CvcRikYzBnxej9ulSH6L1W5zOKkqQ8jfAiIQREJQo0zVaFmFcj23LPN2qbegoqhMDlQq4QahToLJlmiKjzbGRhoiw0WOw/SDmUFV690pKVwvaJTB/YWi0YwBn9fjdimS32K12xxOqsoQ8peFAIBIEDiCskILfJWFPulGbllWjv9WXjkimMNFi0mfFB+RnGBOtBgFnhN4ggAaY5QyRCz2SxFGQSdwlDK471A0mjHg83rcLkXyW6x2m8NJVRlC/moIQY4gY0zRqCRr2QWBy9m+W/nlhX7JHwjyHLFWC69bw1TDEhYbZYwxiTxHKGWUMWDA4D8hiAwYY1AlUDSaMeDzetwuRfJbrHabw0lVGUL+9BAAEBCRI0gpKy6TC32V2QWBLK//Wo5fCmoRRl10hGiNC09OMNWOizDoeYEjhCCljFLG4E8CRaMZAz6vx+1SJL/Farc5nFSVIeTPiiASggCgalRRtfwS6fJt3/XcsvySytKArGosPspQt0ZkrerhcVEGi0lvEHmNMsoAGGPwJ4Si0YwBn9fjdimS32K12xxOqsoQ8meCCAhICCKCLxAs9FXmFFVey/Ff8fpKy4JGPR8ZLibEGJMTTXXiTZHhosARjkPKGKWMMfhzQ9FoxoDP63G7FMlvsdptDidVZQj5oyECR/AOVWOqRkvL5SyvP8vrzymqKCmXKyU1KkJnS4xMio+IjzZazHpTmI4xoJQxYIzBXweKRjMGfF6P26VIfovVbnM4qSpDyB8BAQCRIHAEK2S10CfllVTeyCvPzC7NLakUODSHiXFRhqTqEbYa5mqReoHneI4AAKWMMgZ/SSgazRjweT1ulyL5LVa7zeGkqgwhVQURCCIhSClTNFohqddzy7K8/lv55cVlsr8iaNBxSfGm5ARTjdhwi1kfHSESghpld8FfH4pGMwZ8Xo/bpUh+i9VuczipKkPI/YQAgEAQCUFVpUV+qaC08lZBIPO271Z+QNWoOUwXY9Zbq4XXq2FOtITpRU7gCCJqlFHK4G8FRaMZAz6vx+1SJL/Farc5nFSVIeQ+IAQ5RAagqDSoarcLAlle/7XcsiK/5CuXGYOa1cKTE0y1qkfEmvUWs0EnEEoZZQwYMPi7QtFoxoDP63G7FMlvsdptDidVZQi5RxABETmCjEFpuZxfUplbXHHF67vqLSuvVMMNfLRJTLCE1U00J1WPCDcKPEc4gpQyyu6AfwAUjWYM+Lwet0uR/Bar3eZwUlWGkH8DInIEEUDVqKLRQp+U5fVnef15JZWlZbKsatUiDbYEc1K8KS5KHxtpMOp5yhijwIAxBv8wKBrNGPB5PW6XIvktVrvN4aSqDCH/jxABAQkBRAxUKvmllfkl0tUc/xWvr7BUFnUkOkKMizIkJ5qT400xZpHnCM8RxkCj7A7450LRaMaAz+txuxTJb7HabQ4nVWUI+V9ABIJICGoaUzXqrwheyym7ctvnLQoUl8kBSTUZdXXiI5ITzPExxthIvTlMBADK/gOE3IWi0YwBn9fjdimS32K12xxOqsoQ8hsQABAJAkdQUrRCn1RQWnkjt/yK15ddECCIkeE6i1mfFB+RnGBOsBgFnhM4AgCUMsoY/DkQQthd8MdD0WjGgM/rcbsUyW+x2m0OJ1VlCPnPOIKEIKVM1WhlULuVX37ltu9mfnmRT/IFFIEntePCbTXMiZawapGGaJOe55BSRhkDBgz+RBBREPibt3JiLVGCIFBK4Q+GotGMAZ/X43Ypkt9itdscTqrK8I+HAICAiBxBjbJiv1zoq7yVH8jK8V3PKZMVajIK0Sa9tVqYLdFsjYswihzPEUKQUkYpY/BnRAgJKsqZc5f27P/qkYfs7Vo11+kEjvwLADBgqqoBAMdxhCBjTFU1xhgichwhSBgwTdMoZXCXThAUVWWMwb8FRaMZAz6vx+1SJL/Farc5nFSV4Z+KIBKCAKBqNKhq+SWVmdn+67n+vBLJF5A1yuJjjHVrmGtVi6gWpbeYDQYdp1FGGQBjDP50EBGAMQaISAiWlpa9v2mXwaDPKyg6evx0/6e7Dhv09E9nf76RnYOIgsC3adk4PNx48nTG1eu3q1miOrZLiQg3qio9fe7ipcxrJlN4p3YPmE3hjDFJkg98+X37ti2qWaI1SuH3Q9FoxoDP63G7FMlvsdptDidVZfgnQQQEJAQRwVceLPBV5hRVXMspu+L1+cqDRj0fFS4mWox1EszJCRGmMFHgCMchZYxSxhj8afEcp2oaz3GAKEkSz/OHvjk+4c0lg57tYYmJuno9u0lD24OOB8ZNT7ty/RYCVI+zzBj38oq1W02m8IfaPfC6a+HIwc+MfuX5yTOXZWbdmDTqxVXrtjPGVr41uVqcxV/inzh72ZiRg+rWSwpWSowx+J1QNJox4PN63C5F8lusdpvDSVUZ/u4QkSOAiKpGVY2WlAWveP1Xvb6cosrScrlSVqNNoi3RXCfeFBdtsJgNJqPAGFDKGDDG4M+PEHLslGfDtk/Dw8P6P9018+rNFk3qizrdi6/POPdzZmxMVP+nu451Pn/8x3NXrt1q37aFXi+GhxkFnpuTtrZNy8aJ8dUGjXS9Nrx/Qpzl1YkLls2f8Hz/XmOnLNy2y73p3bmlPv+N7Nz9h452bJdSu2ZC545tqsVGU0rh90DRaMaAz+txuxTJb7HabQ4nVWX4O0IEACQEOMSArBb5pLziymt5ZVeyfXkllQJPIsN01aINdeJNdRNNlkiDwBGBIwyAUkYZg78ORKyokHbtO9yiUb3vTpz54ZSny4Ptnni804Evv4+Jijz+oyfrRvZ3x89uWDnLcyHzdk7+9Zu3EXDquGEN6iaVlPr37P964/a9zZvUnz5u+Nhpi7/+/tSn6cvqJdfqP3zSz5evpa+ee+2mN/t23r5DRzu2S6ltTXi4fetqsdGUUvg9UDSaMeDzetwuRfJbrHabw0lVGf4uEIEgEoKUMkWjAUm5nlOe5fXfyi8vLpPLKxS9nkuONyUnmBJjwywmfZRJJIgaZXfBXxelVFFUg0HPc0QOKqKo8+bkP9b3la6p7RvWTYqIMO767PCCaaMosOqxMQe/+mGQc+qo4f3fnDiiUpIzLmalvbPpRnbuhyve3Lxj/+Ydn3/8wSKfr3zEuNlDBjw1duQgUdT5feUTZy8bPXJQvbpJQUlijMHvhKLRjAGf1+N2KZLfYrXbHE6qyvBXhgCAQBAJQUWlRX4pv6Qyu6A8M9t/q6Bco8wcpos1G2rGhdWrYU6whBt0HM8hAmqMUcrg7wIRGWMAgIiMMUT89thPe93f+MsCjjbNH3mo3Znzl27dzh3+fO/PDn47bPSsl194uqJCeuShdt27PvzKmFmbPv78wMfvJlkTlq7ZIup4SQo2qp/8TM9HBI5jAJIkH/jqh/ZtmlezRGuUwu+HotGMAZ/X43Ypkt9itdscTqrK8BdECHIEGQNFpUFFyy4sz/L6r+WWFfkkXyCIANa4iOQEU624cIvZYDHrBZ5QyihjwIDBP4Io6n46+3Nxqb9L53ZUUectWbvvi6MzJoxYtW57mFE/euSgcdMXP+ho1Tql8Yz573Z7pMOkN14y6EVCsNRXZtTfIQYVhTEGd+kEXlE1xhj8W1A0mjHg83rcLkXyW6x2m8NJVRn+IhABETmCjLKScrmgVPIWVVy57buW6w9UqhFGITpCTIwNr5toqlU9Itwg8BzhCFLKKLsD/oE0TUNEQggiysHgsVOe6zdzEqrHdrC3jAg3Xrvh/eHU2WBQadqobrNGdRGRMQYAhBB2F9x7KBrNGPB5PW6XIvktVrvN4aSqDH9iBJEQRABFo6pG80srr3r9Wd6y/JKKkvJgUNWqRxmTE0xJ8RHVogyxkYYwkdcYYxTYHfBPpxM4JAj/AQEIB0AAGFANGANCAAn8CwNNg9/ANBpUKdwbKBrNGPB5PW6XIvktVrvN4aSqDH8yiICAhCAilFco+b7K/JLKLK8/y+sv8sl6kUSF66tHG2wJpjoJpmiTyHOE5whjTKPAGIOQuwhBT2ZhTmGAIwi/l0ZZvCWsWV0LpQzuARSNZgz4vB63S5H8Fqvd5nBSVYY/AUQgiISgpjFVo75A8HpO2eXbpTlFFcVlcoWkmsN0dRJMtgRTXIyxmtlgCtMBAKWMAWMMQv4rUeRffeurT7+5atDz8HtVSuqTD9ZZOfFhWVbhHkDRaMaAz+txuxTJb7HabQ4nVWX4gyAAIBIEjqAU1Ap8lQWl0vXcsiyvP7sgwHEYFa6LMeuT403JCab4GKPAczxHAIBSRhmDkP+WKPJj0o7sO3pNL/Lwe0my2q1DUtqYTrKswj2AotGMAZ/X43Ypkt9itdscTqrKUIUQgBAkBCllqkYrZO1Wfllmtv9WQXmRX/IHFFEgteIibInmxNiwapH66Ag9xyGljDIGDBiE/G+JIj8m7ci+o9f0Ig+/lySr3TokpY3pJMsq3AMoGs0Y8Hk9bpci+S1Wu83hpKoM9xkCAAIicgQ1jRX5pUKfdCu/PMvrv5ZbpqjUHKaLNom14sKTE0zWuAiDjuM5QghSyihlDP6q8C5KKfy3EBEAGGNwT4kiPybtyL6j1/QiD7+XJKvdOiSljekkyyrcAygazRjweT1ulyL5LVa7zeGkqgz3B0EkBAFA1WhQ0XJLKjOzS6/nluWXSr5AkDGIjzbWq2G2xoVXizJYTHq9jtMoowyAMQZ/eYLAV1RUlvrKq8dZNE2D/xuCKAh8RaUcVBS9qENEuHdEkR+TdmTf0Wt6kYffS5LVbh2S0sZ0kmUV7gEUjWYM+Lwet0uR/Bar3eZwUlWGewcREJAQRIDSgFzok7yFgas5ZVlevz8QDDMIUeFigsWYnGBOToiIMOoEjnAcUsoouwP+Nniey8kr/OKrH27nFvR/umuNhDjGGNwlCDwCBhWFI0RR1a+/O/Vz5rXkWjVTH2yrE3hE5DiCgBqlmqbBv0EU+TFpR/YdvaYXefi9JFnt1iEpbUwnWVbhHkDRaMaAz+txuxTJb7HabQ4nVWW4F3iOaJSqKi0uk6/c9l/N8ecUVZQGgpKsxpj1tkRTUnVT9RhjrEkfbhQYA0oZA8YY/D0gImMMABCR48jRY6e/OnoqItyYcSnrdk7B8vkTbEk16b+ww0eOlwcquz/SQQ4q89LWFpb6xjkHNaqfrKoax3G3c/KPnfJUVFamNGvYsF4SpQx+L1Hkx6Qd2Xf0ml7k4feSZLVbh6S0MZ1kWYV7AEWjGQM+r8ftUiS/xWq3OZxUleHfxoCdv1ZyJdt35bYvv1TS8cQcrqseZUxKiLAlmGMj9TxHBI4wAEoZZQz+RhCRI0RRVVGnUzWtslISBP7lsXPKyise7tAqzGjwZGS+OvTZ5KSamka37to/Zc6KTu1S1qRNn7/sg7WbdrlGD62RGNeofp16ybX2HTo6++01g/v11Iu6t1dueOvN0d1S2yuqCr+LKPJj0o7sO3pNL/Lwe0my2q1DUtqYTrKswj2AotGMAZ/X43Ypkt9itdscTqrK8O9BAJWy1Z9m5BRV1K1hTk4wJVjCLGZ99P9hD26gHMjqAtH/b9+b+lelxQySZgfIhM4SiWvQ9WNtYwxxcf1Yw26TRtiWQSxAEYgfraUoGlkQsiJdWLK47LrtF7IqbaPNok29NGirMdrotvYkGEVUQkUITFQgmclM3alb/7vIOZ533tvzzpM7eWePPn6/RyBjLCX9CfCPEmPswVi+8c1ve9f/GH9584s/73Mqk/f8xbOe/q9/6uf/+6tee6JJf1al9P3f8fyv+LJamtLb3zn43f8x/sW3Xr7Q/drD9ld/9TNeXPnM3ec/u/2K4x8vPObR/6H7bS/8rt6jHpl765uCP/mz93/V177oeXc/7dU/8G2k/xZ88hCFFwzC4dRGAaZiqVqNUuA1pVSwAQyzObZezsf9bhKv8sVaud4hJeFh0xqWa4kZ7qAQnDFgqdZEGv6x43zrdvyev3j/Bx5/12N+7uztKVHn+f8OgN3+0XsesZ399cHv/eH4Pbt3PeZnfuyV/avfXa8fEBnh/cCP/MzrX2Hb+LSvP/qB7/rm7/qW5zzrBd93z7vf8x0vfPb3/Ycf+84Xff3LvvfF5//9Hc/91pe94ntffPTCZ6ep0hoMIAovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKwiZsMaYBQGsN///y0EMJ5xzR0kSkyUL8zz/1iz/2k28+esHdj/kn+d/+vdvi4+6889H5i3f81tOf+q/e+ZvvOnvbO//Ta15aLt31tc/97m/8+na79ZRv6LysUfu8r3/mU5/5/Je4X/dvvvUFd3/n9/sf+OC9P/n6lz9ht6BUCkYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXhUx4GxhgAaK0ZY/AJq/vuP/vv7/jt37vniU8o7n3+k5pf8gU/+XNvvblnsrW19Zu/c5PJiOff/bRv+cavu7z63d/5/Xs+bTube8SnfdNznn5H7tPe8rZfu74ZPTr/GbF86Llft18qPlalKZhCFF4wCIdTGwWYiqVqNUqB15RSwQYwzObYejkf97tJvMoXa+V6h5SET9mora0tBnD2tnd89ZfXP+ORuSRRViYDQtz7oXuf0n7Bv/nKJx+/0kseekhw8cCDD6qUco/YTlRKRJaVefDBWD6U3JF7RJpSmqbwMCAKLxiEw6mNAkzFUrUapcBrSqlgAxhmc2y9nI/73SRe5Yu1cr1DSsKnbJrWOk1TIQT8nS3G7v3rj/xq/7f2vvBJn/vZTyQiAGB/C4g0/B32t4BIw8OGKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJn7JR7OMAgDHQWsP/aWuLiUyGVKrSFP7faK3h4UEUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlIRP2SgiDQ/bFmPA4OFAFF4wCIdTGwWYiqVqNUqB15RSwQYwzObYejkf97tJvMoXa+V6h5SET9kQIfj73n/vD772Lfcullt8C4xorS1L/Mfecx9fyKekwRSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCR8yoZYGXHPH73/a5716nuje0FwMKM1s63bX3/Nkz7rLpUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlIRP2RArI0aTqO360WzBBQcjpLVjW9dhr1opqJTAFKLwgkE4nNoowFQsVatRCrymlAo2gGE2x9bL+bjfTeJVvlgr1zukJHzKhlgZMZpEbdePZgsuOBghrR3bug571UpBpQSmEIUXDMLh1EYBpmKpWo1S4DWlVLABDLM5tl7Ox/1uQjmp+QAAIABJREFUEq/yxVq53iEl4VM2xMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJ/+iwTyAi+H/AGINP0FrD5lgZMZpEbdePZgsuOBghrR3bug571UpBpQSmEIUXDMLh1EYBpmKpWo1S4DWlVLABDLM5tl7Ox/1uEq/yxVq53iEl4R+XTEbcd/8D993/wGPvzCeJgv9FRohEqfvufwCtTNaxVZrChlgZMZpEbdePZgsuOBghrR3bug571UpBpQSmEIUXDMLh1EYBpmKpWo1S4DWlVLABDLM5tl7Ox/1uEq/yxVq53iEl4R8RwXn0gQ9dXv3ufesHnv2M1qPzj9QaBOdsi2mtlUoZY3/y3ve99e2/YWPmz973l1/+5C96xv5XADC+9bcAtErp48CIlRGjSdR2/Wi24IKDEdLasa3rsFetFFRKYApReMEgHE5tFGAqlqrVKAVeU0oFG8Awm2Pr5Xzc7ybxKl+slesdUhL+wWKMAYDWmjEGAFtb7PLXf3c0eS9p/efTv/zIR5c/+R9fbglxffPuD84/fFfhMU+uff7yvvU3vLj7yDty/+2/9L7Ze9Xt+D3v6r/Jwsxo8meTP/lz28bGF3/eTv4ziAg+eVZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJ+IeJ8y0izQCEELF8KE3TJEm+4VtetvOoR1Y/6wmP+ow73v3H733e3e2XvfoNn/PZn1ku3fXdLw9+8Hte/NSvevLXPve71g/EL/lW952/+a4v/Nx/9s3P/drX/fjP//rg97reC84vfv29fx698Q2vfMyj8ykRfJKsjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkvAPEN/a+ov3f+DkTb/80Y+t7n5G68FYZh38l1/6L37oR3/qdf/1F6wM/8LP/ex//z3ffNdj73zla0/+7Vc1kzT95u985Su/71ue88ynvupH/uubzy//6m8+Wn3iP/2J17189sEPPe9bX/7So+d999Hzf+T1P/OK4x//pZ9+7Vc+pZYkCj5JVkaMJlHb9aPZggsORkhrx7auw161UlApgSlE4QWDcDi1UYCpWKpWoxR4TSkVbADDbI6tl/Nxv5vEq3yxVq53SEn4h4YxINIX7xjsPOqR9y7+5m3936x+VvkFzzl43/s/+Bfv/4BK05t7JleD3/9Xzb0f7b3kbz62/IVfCt/ytnd+9ZfXv+OFz/6h1/3Uu27GJz/ysrf/2vAHXv2GF3z9gWPjj7/xLb/6Cz/2pV/8z1/83T90/vart//C6z/vcz8rVSl8kqyMGE2itutHswUXHIyQ1o5tXYe9aqWgUgJTiMILBuFwaqMAU7FUrUYp8JpSKtgAhtkcWy/n4343iVf5Yq1c75CS8A+Q1vDQQw8hWpmMSBLF+dbHvepHfuKXf+XXvM5zdh51x6/0f+tLv/jznv2M1gMPxDf3/PFrfuxntra2XvuK7/yOrv9Qkrz1TT/6J++dPufF3ZcePf+hJPnB4x8//YkffuQduWe/6Pu/+su/5Ie638Y511rDJ8nKiNEkart+NFtwwcEIae3Y1nXYq1YKKiUwhSi8YBAOpzYKMBVL1WqUAq8ppYINYJjNsfVyPu53k3iVL9bK9Q4pCf8wMca01gDAGNNab21tfXjx17/41st7/uhPn/iExzfrX3jnox/12jf87PPvPqj9i895xvNe8gejP377m1//seV9P3v6q098wu79DzxQecLjD576r9brB/7rz/7S+sEYtL6r8Ji7n/412axNRPDJszJiNInarh/NFlxwMEJaO7Z1HfaqlYJKCUwhCi8YhMOpjQJMxVK1GqXAa0qpYAMYZnNsvZyP+90kXuWLtXK9Q0rCJjDGAEBrDf/7cM6TJHlr+BtP/con5+749D+avPdZL3jpC77h6blPf8Rr3/Czz7/7aS987jMdRKXUx1b3PeIRn2ZbmYcSxRgIIZbL+zJWZttxHkoSrTUYsTJiNInarh/NFlxwMEJaO7Z1HfaqlYJKCUwhCi8YhMOpjQJMxVK1GqXAa0qpYAMYZnNsvZyP+90kXuWLtXK9Q0rCw8YYe+ihhIhsG7XW8L+P1jpNSQgOAIyxP3vf7A/u+WPS+gs+57P+WeWf6k9gn6A/Af7O1taW/gR4GKyMGE2itutHswUXHIyQ1o5tXYe9aqWgUgJTiMILBuFwaqMAU7FUrUYp8JpSKtgAhtkcWy/n4343iVf5Yq1c75CS8PAIwR9K1PD6DzOZzJO/5PPTlACAc77FWEqUpin8na2tLcF5opTWGgD4x21tEZFKU9gcxpjWGj6Bf9zWFgCkRJSmGv6/ZWXEaBK1XT+aLbjgYIS0dmzrOuxVKwWVEphCFF4wCIdTGwWYiqVqNUqB15RSwQYwzObYejkf97tJvMoXa+V6h5SEh4Hzrcl73vcbw99/z5+9f/HXH3lK44u+6dkHIiP+/H2z+9YP3PW4O3cedUeaEgBsbW3dv35g9oEPFR5756c/YpvzrQ/M7/3Qh//6sY/ZeeydO0ql8DAwxjjfgodJa5USPAxWRowmUdv1o9mCCw5GSGvHtq7DXrVSUCmBKUThBYNwOLVRgKlYqlajFHhNKRVsAMNsjq2X83G/m8SrfLFWrndISfh729rayggBDJJEwSfcd//6+Uev+NIv+rzH3/WYPxy/Z/Knf/6jr3rJm37xV3Of/mkf+ejy9/7g3a/6vm/Z+4InAYOPLe97+Wv+y7tuxj/7hleVS3f9559+y5+8931f+M8/+52/+a5nPf1f73/NvyQiMLK1xT62euAvph+Gh0FrQEv8sycWtrYYmLIyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKwt/P1hb76Mfuu3jHwEar9ZVPfn/0QSH4XY+789994/eM//jPdouPbbee8oz9r7j//ge/8ejlr/ieFz34oHzOi7uve/X3vugbD//qw3/1878c/uzpr3K+1T97wy++9R2v+pGfeMNrXvpVT6m3v+E7k0S95af9Rz0ylxLBJw9tK3znHzzzGwMizRgDI2lKj78r//uXr97OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJ+HtgjBGlP/+W/2N13/2TP33fRz66/MwnPP7Fz32G49i34/dcvHPwe3/wR9EHPvSD3/Oib3rO0+9593v+8oMffvNbL3cedccrXvIiC/Hnzn71rsKdx69/Y+UzSz/877/9Wd/0vfetH3jbz71OcPG053wHA/iln3ntTv6RaUrwyUPburi8aX/DMZFmjIERSunxxZ17fsPfziKRBiNWRowmUdv1o9mCCw5GSGvHtq7DXrVSUCmBKUThBYNwOLVRgKlYqlajFHhNKRVsAMNsjq2X83G/m8SrfLFWrndISfh7YIwplX7ow3/1+OJjkyR5/2y+86hH3nHHp3/r9776Y6v7/t3TvuqRd3z6f/zxn299ZeObn3/3hz74wf92dvHm83679ZQXPfeZb3zzr5Qe/9jHPWbn8Jte+sLnPvP5dz/t617wvY6Nb/u51/3Ou+55TucHjl5493d1nqM1aK3hk4e2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJf29bW1tExBjb2mJaw8f1r37n59/y9q2trSc+Yfex/yT/pbXPv+fd7/mKL6vlH3XHVz+z84H5vd/+gmedvOmXH3vnzkc+tvrjP33fP3/SE//TD7/0j/7kL37iTb/cfupTfv8PJ//08Y/zOs95xKdliTQYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlISHIZMR0V/Of6X/W8/4t1/xuMf8k/DXfvubvuOVJ8HLso79vG9/ebv1lFd8z4uISKXp973q9e+6effP/efekz77M7cYu/ev/ubev/qbnfxn3PnoPAAQEZhC27q4vDlwfSLNGAMjaUq7xZ3bq+PtLBJpMGJlxGgStV0/mi244GCEtHZs6zrsVSsFlRKYQhReMAiHUxsFmIqlajVKgdeUUsEGMMzm2Ho5H/e7SbzKF2vleoeUhIeBMfZgLD/y0eVj79zhW1sfW9139rZ3rlb3r9cP7j7+cU/7mi+7I/cIBhDLxP+xNz6k1EuPnufYNhFtbW0xxvTfgYcBbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEh4exhjf2lJpCgBbW1uMsfvXDwjOt7NO+nFEAKA1EKVbW1uMMdg0tK2Ly5sD1yfSjDEwkqa0W9y5vTreziKRBiNWRowmUdv1o9mCCw5GSGvHtq7DXrVSUCmBKUThBYNwOLVRgKlYqlajFHhNKRVsAMNsjq2X83G/m8SrfLFWrndISTDFGON8C/4XjAFo0PB/weBvafi/01qnKcHDgLZ1cXlz4PpEmjEGRtKUdos7t1fH21kk0mDEyojRJGq7fjRbcMHBCGnt2NZ12KtWCiolMIUovGAQDqc2CjAVS9VqlAKvKaWCDWCYzbH1cj7ud5N4lS/WyvUOKQlGGGMPxg995GP3bzEGprQG2848MrcNDwPa1sXlzYHrE2nGGBhJU9ot7txeHW9nkUiDESsjRpOo7frRbMEFByOktWNb12GvWimolMAUovCCQTic2ijAVCxVq1EKvKaUCjaAYTbH1sv5uN9N4lW+WCvXO6QkGLFs6/LXbl/ysjcKtMBUqtJ/+eQnveZld3POtdZgBG3r4vLmwPWJNGMMjKQp7RZ3bq+Ot7NIpMGIlRGjSdR2/Wi24IKDEdLasa3rsFetFFRKYApReMEgHE5tFGAqlqrVKAVeU0oFG8Awm2Pr5Xzc7ybxKl+slesdUhKMoIOnv/Tbz3r2D4ODYCxRrX/zxb/00x7nXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbeshMfXBAAAgAElEQVTi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITDqY0CTMVStRqlwGtKqWADGGZzbL2cj/vdJF7li7VyvUNKghF08Ox8eOj63EEwlSZqv7V3enLEOddagxG0rYvLmwPXJ9KMMTCSprRb3Lm9Ot7OIpEGI1ZGjCZR2/Wj2YILDkZIa8e2rsNetVJQKYEpROEFg3A4tVGAqViqVqMUeE0pFWwAw2yOrZfzcb+bxKt8sVaud0hJMIIOnp0PD12fOwim0kTtt/ZOT44451prMIK2dXF5c+D6RJoxBkbSlHaLO7dXx9tZJNJgxMqI0SRqu340W3DBwQhp7djWddirVgoqJTCFKLxgEA6nNgowFUvVapQCrymlgg1gmM2x9XI+7neTeJUv1sr1DikJRtDBs/PhoetzB8FUmqj91t7pyRHnXGsNRtC2Li5vDlyfSDPGwEia0m5x5/bqeDuLRBqMWBkxmkRt149mCy44GCGtHdu6DnvVSkGlBKYQhRcMwuHURgGmYqlajVLgNaVUsAEMszm2Xs7H/W4Sr/LFWrneISXBCDp4dj48dH3uIJhKE7Xf2js9OeKca63BCNrWxeXNgesTacYYGElT2i3u3F4db2eRSIMRKyNGk6jt+tFswQUHI6S1Y1vXYa9aKaiUwBSi8IJBOJzaKMBULFWrUQq8ppQKNoBhNsfWy/m4303iVb5YK9c7pCQYQQfPzoeHrs8dBFNpovZbe6cnR5xzrTUYQdu6uLw5cH0izRgDI2lKu8Wd26vj7SwSaTBiZcRoErVdP5otuOBghLR2bOs67FUrBZUSmEIUXjAIh1MbBZiKpWo1SoHXlFLBBjDM5th6OR/3u0m8yhdr5XqHlAQj6ODZ+fDQ9bmDYCpN1H5r7/TkiHOutQYjaFsXlzcHrk+kGWNgJE1pt7hze3W8nUUiDUasjBhNorbrR7MFFxyMkNaObV2HvWqloFICU4jCCwbhcGqjAFOxVK1GKfCaUirYAIbZHFsv5+N+N4lX+WKtXO+QkmAEHTw7Hx66PncQTKWJ2m/tnZ4ccc611mAEbevi8ubA9Yk0YwyMpCntFndur463s0ikwYiVEaNJ1Hb9aLbggoMR0tqxreuwV60UVEpgClF4wSAcTm0UYCqWqtUoBV5TSgUbwDCbY+vlfNzvJvEqX6yV6x1SEoygg2fnw0PX5w6CqTRR+62905MjzrnWGoygbV1c3hy4PpFmjIGRNKXd4s7t1fF2Fok0GLEyYjSJ2q4fzRZccDBCWju2dR32qpWCSglMIQovGITD/9kefIBHUfaLAv//35nd2UyAJbAEUFhIshAggqKUZelFgdASijQh0gSXKmLBVWwoShSpAqGDFOkQDAtqpIQOAqs0A4SEsEjPTjLJzM7M+17gnu95vvPc47nfXfLF89xnf78ci8BDqBRVT2wVM2tyG1XVoRSgIFpRDvh9Xo+mSDa70+FyU12FkAgRwsatWf1TUrkIAUJlaHrPxGYb0iZyHMcYg5AIFvOuPSeTU1IpZYgIITEMWtte5XTmzEhRoJRBSMwm/uy53KSU1Ny82xzPQUgoYxEW85GM6QnxNXSDQqgEgZ8860BGVo5F4CFUiqontoqZNbmNqupQClAQrSgH/D6vR1Mkm93pcLmprkJIhAhh49as/impXIQAoTI0vWdisw1pEzmOY4xBSASLedeek8kpqZQyRISQGAatba9yOnNmpChQyiAkZhN/9lxuUkpqbt5tjucgJJSxCIv5SMb0hPgaukEhVILAT551ICMrxyLwECpF1RNbxcya3EZVdSgFKIhWlAN+n9ejKZLN7nS43FRXISRChLBxa1b/lFQuQoBQGZreM7HZhrSJHMcxxiAkgsW8a8/J5JRUShkiQkgMg9a2VzmdOTNSFChlEBKziT97LjcpJTU37zbHcxASyliExXwkY3pCfA3doBAqQeAnzzqQkZVjEXgIlaLqia1iZk1uo6o6lAIURCvKAb/P69EUyWZ3OlxuqqsQEiFC2Lg1q39KKhchQKgMTe+Z2GxD2kSO4xhjEBLBYt6152RySiqlDBEhJIZBa9urnM6cGSkKlDIIidnEnz2Xm5SSmpt3m+M5CAllLMJiPpIxPSG+hm5QCJUg8JNnHcjIyrEIPIRKUfXEVjGzJrdRVR1KAQqiFeWA3+f1aIpkszsdLjfVVQiJECFs3JrVPyWVixAgVIam90xstiFtIsdxjDEIiWAx79pzMjkllVKGiBASw6C17VVOZ86MFAVKGYTEbOLPnstNSknNzbvN8RyEhDIWYTEfyZieEF9DNyiEShD4ybMOZGTlWAQeQqWoemKrmFmT26iqDqUABdGKcsDv83o0RbLZnQ6Xm+oqhESIEDZuzeqfkspFCBAqQ9N7JjbbkDaR4zjGGIREsJh37TmZnJJKKUNECIlh0Nr2KqczZ0aKAqUMQmI28WfP5SalpObm3eZ4DkJCGYuwmI9kTE+Ir6EbFEIlCPzkWQcysnIsAg+hUlQ9sVXMrMltVFWHUoCCaEU54Pd5PZoi2exOh8tNdRX+AiLCXzNHCBs2HRg48HOIECBkmt6lh3PbyikcxzHGICRmi3lnxvFeAz8HygARQmPQ6rWiLxz+JlK0UMogJGYTf/q3a10Hfn4r9xbwHISGMWIxn86c+Uy9mrpBIVRmgZ8wc1/6gSsWgYdQKareo03c3LfbBVUd/hpjDP4lKIhWlAN+n9ejKZLN7nS43FRX4b/CGCuSFd2g8Bd4E/dHtv+HPScJz0GoKKVxMdUSOzVGRMYgNDxPrubeTt9zEhiEjDJmLR8xqG9rE88xBqHhOHL3nrRzzylJkgkhEBIGwHOkf1LLypUiKYWQ8Tz5+Xje1fwAzxEIlW7Q2BrWjs3suk7hL5h4rlykBf4lKIhWlAN+n9ejKZLN7nS43FRX4b/CGAsGdcoY/CVGCOF5Dp4MpVTXKQADQAgRI0h4EwdPiLGgZgAwAIQQMUQ08RwgwpNgoOk6YwwAIXSMI4QgMmAQKgSkjBmUAiD8BUJQMJvgX4KCaEU54Pd5PZoi2exOh8tNdRX+AgIAwn8LoXQweFIIpYNBKUAoBQxKAULpYPDXGIN/GQqiFeWA3+f1aIpkszsdLjfVVQgLKyMoiFaUA36f16Mpks3udLjcVFchLKyMoCBaUQ74fV6Ppkg2u9PhclNdhbCwMoKCaEU54Pd5PZoi2exOh8tNdRXCwsoICqIV5YDf5/VoimSzOx0uN9VVCAsrIyiIVpQDfp/XoymSze50uNxUVyEsrIygIFpRDvh9Xo+mSDa70+FyU12FJ4OI5BGklBmGAQAcxxGClDLDMACA4zhCkFFmUMoY4ziOEKSUGYYBpQoRySNIKTMMAwAIIRxHKGWUUsYYx3GEIKPMoJQxBgAEEQmhlDLGoFRxHEcIMsoMShljBJFwHAAYhsEYI48BgGEYjDHyCAIApYxSCqUBEckjSCkzDAMACCEcRyhllFLGGMdxhCCjzKCUMYaI5BE0DMoYI4QgwkOUMkoplA4URCvKAb/P69EUyWZ3OlxuqqvwBBBRVdWLl7Jv374TG1s7LjYGALKzr+Tk5sXFxsTF1jIMejXn2rXcvKrR0Q3qxzPGLl7K9t/8s7a9Zp06cYQQxhiUBkRUVfXipezbt+/ExtaOjY0hiDdu3Dx/4WJ0dJWEBvUA4GrOtWu5eVWjoxvUj+d5HhHvPyi4ccP/1FPVKkVFMcaglFBKr+Zcu5abVzU6ukH9eJPJVFBQcNZ3zmw2N2rYQIwU/TduXryULUaKzzZMiIiIyLuef/fuPcpolLVibExtQHhCiKiq6sVL2bdv34mNrR0bG0MQb9y4ef7CxejoKgkN6gHA1Zxr13LzqkZHN6gfbzKZNE07f+Gi/+atuLgYe42nr+XmFRUVUcqqRlepWbMGlA4URCvKAb/P69EUyWZ3OlxuqqvwBAghBw4e3n/wULFcHJCk8e7RRXLR+u83ly9fXpIKR7z6imARNm/dqZQo/pt/9n+5t61SVHrGHl3Tb9+5OyxlsLN5E13XoTQQQg4cPLz/4KFiuTggSePcr5UrF7lw8TKzyfSgINA9sXPtWvYt29OVEsV/88++vXt17dKpuLh4yfLVJ0+eHvBycmLXzoZhQGngee78+T+27dyllCj+m3/265vkcjZbsHCJJBUqipKQUD+x60sbN20rCATy8/0tmjcdOKDPorTl16/7K1Qo54iLe7lfMs9zjDF4AoSQAwcP7z94qFguDkjSOPdr5cpFLly8zGwyPSgIdE/sXLuWfcv2dKVE8d/8s2+fXi91arfh+63nL1y022vG1LbXrlVrwaIllaIqVahQ7pmEBu3btUZExhg8KRREK8oBv8/r0RTJZnc6XG6qq/BkAgHJLJizs6/O/zatd3KPnKvXCM8NHtjvmzkLY2vbk5N7GLpeXFwy86u59RvE9++bjIgFBQVffjWne7cuiV1eNAwDSkkgIJkFc3b21XkLFg8a0LewSD5z1jdh7Ogd6btv+P3j3aMAsLi4eOZXc+vXi3999LD9Bw9l7jtYWFjUprWrZ/euhmFAaUDEIlk2DKOkuGTmV3Ofeab+s40art+weax7ZG7u9fQfdk+a4C4XGWkWzPMWLFaV4MQJY1asXBtf19GmdUuz2WQ2mxlj8MQCAcksmLOzr85bsHjQgL6FRfKZs74JY0fvSN99w+8f7x4FgMXFxTO/mpuQUO+lFzvMX5DWr29S82ZNOI67cPHS/G+XDH91cKOGz7DHoHSgIFpRDvh9Xo+mSDa70+FyU12FJ0MI4TiyacuOg1lHRg4bsn1nRr34Oi/3TZr37RLDMMa5R5kF86FDR1et2TBkUL+mTZ5Pz9hz5sxvalB9/bURtWrVNAwDSgkhhOPIpi07Dhw4PGnC6z9n7i8sKpowbox370+HDh/96IN3xcjIQ4eOrFqzYcjgl+vF11m8dFW71i0z9x1o1DChR/euuq5DKSGEmEymQ4ePrlqz4dUhAwOBwL4Dh956c8L16zeWrlwzYexr8fXir16+MnveImezJkm9us3/dsmdu3erV6/WrMnzTV5ojIjwxAghHEc2bdlx4MDhSRNe/zlzf2FR0YRxY7x7fzp0+OhHH7wrRkYeOnRk1ZoNrw4ZYBaEtKUr7Ha7qqhNmjR2xMUs+HZpVFTFSlEVu3XrHBcbQymFUoCCaEU54Pd5PZoi2exOh8tNdRWeDCHk6LETm7fsSOrVvckLz6XOml8vvs6Al3vPnbcICRnnHnnlyrW0ZauebZQwoF9vg7Jz5y9cuZpz+Mjxtq1d3bq+BIiMMSgNhJCjx05s3rKjV8/Edm1bLUpbIcvypAnujN17jxw9/tG0qXl5+WnLVj3bKGHwgH4/7N778y8H2rZy7Tt4qHYt+9BX+pcvX54xBqWB47grV3KWLF/9bKOEwQNf3u39cd+BQ1PfmpR7PX/ZijVvTHRXtFoXpS03m82jR74qihF5+TckSTp27OTps7+9M2VijRpPU0rhyRBCjh47sXnLjl49E9u1bbUobYUsy5MmuDN27z1y9PhH06bm5eWnLVv1bKOEwQP7HTt+avWaDQP697n/4MG+/Qd79ei+bXt6h/at4+Jin36qevny5RhjUApQEK0oB/w+r0dTJJvd6XC5qa7CE+A47vQZ39Llq55t2LBjx7ZiRMTGzTtUVUnu1X35qrXO5k2aNGm8YMESUYxITupRKSpKDaocxzFK58xf/FT1ahPHjyGEMMbgiXEcd/qMb+nyVc82bNihQ5uoihX3H8g6duLXYUMH7fkxExGTe3VbuHi5KEYkJ/WoXKnSxUt/HD9xilJ69eo1W5XKr48eUePppyil8MQ4jruef2PBoqXlRDE5qYfNVikvL3/Vmg1DX+mfdz3/19M+9+jhm7fuzL2eP6Bf8lPVq1ut5QsLi0RRzDp0JGPPj2+/OSGmdm3DMOAJcBx3+oxv6fJVzzZs2KFDm6iKFfcfyDp24tdhQwft+TETEZN7dVu4eLkoRiQn9ahcudL9e/fTlq4cPmyIJEk703f36NF167adL/dNrl8/niNEFEUoHSiIVpQDfp/XoymSze50uNxUV+EJIOLmLdu9ezOjoirqut7S1bxOXNza9Rs1XY+uUmXUiCFXc3KXr/xOFEUA5nDExcXW3n/gsKZpBMnAAX0aP9eIUgqlARE3b9nu3ZsZFVVR1/WWLZq3aNFs6fLVBQWBCEvE0CEDJElavvI7URSBsZiY2sNeHVwuMrKkpGTegiWNGiUkdnnRMAwoDTzPZx0+unL1ukhRBGBxMTH9+iVv3Lzt8uWrHMf17N6lVi37vPmLg5puFkwVK1j79unl9f50+84dRVFbtGjaO6kHz/OMMXgCiLh5y3bv3syoqIq6rrds0bxFi2ZLl68uKAhEWCKGDhkgSdLyld+JogjAYmNiBg3os3lr+tWca4SQFs2bNHwmYdGSFQAgmM0vPP9c926dCSGMMXhSKIhWlAN+n9ejKZLN7nS43FRX4cnojxiMUcaA53mLRXjwoOBBQaBatWgxIkLTNF3XKWUPcRwxmcz3798vKpKjo6uUKxdJKYXSoz9iMEYZA57nLBZLUZF8587dSpWirNYKmqbrukYpe4hwxCIIiAgAwWCQEMJxHJQewzB0XaeUPUQ4EmGxBIPan7duRVgsVarYKKXBoMYYpZQhQcFsluXiO3fvVqhQoUrlSoDIGIMnpj9iMEYZA57nLBZLUZF8587dSpWirNYKmqbrukYpe4hwJMJi0TTNf/OWIJirRlcBBqoWNHSdMcbzJkEwQ+lAQbSiHPD7vB5NkWx2p8PlproKTwYR4Z8wxgghiEApewgAEBH+gTFGCEEEStlDUKoQEf4JYwwRCUFK2UMAgIjwD4wxeAwRAYAxBqUKEeEfGGP4GABQSgEAEeEfGGOISAgyBpRSKCWICP+EMYaIhCCl7CEAQET4B8YYPgYAlFIAQET4B8YYlA4URCvKAb/P69EUyWZ3OlxuqqsQFlZGUBCtKAf8Pq9HUySb3SU0lVUAABMOSURBVOlwuamuQlhYGUFBtKIc8Pu8Hk2RbHanw+WmugphYWUEBdGKcsDv83o0RbLZnQ6Xm+oqhIWVERREK8oBv8/r0RTJZnc6XG6qqxAWVkZQEK0oB/w+r0dTJJvd6XC5qa5CWFgZQUG0ohzw+7weTZFsdqfD5aa6CmFhZQQF0YpywO/zejRFstmdDpeb6iqEhZURFEQrygG/z+vRFMlmdzpcbqqrEBZWRlAQrSgH/D6vR1Mkm93pcLmprkJYWBlBQbSiHPD7vB5NkWx2p8PlproKYWFlBAXRinLA7/N6NEWy2Z0Ol5vqKoSFlREURCvKAb/P69EUyWZ3OlxuqqsQFlZGUBCtKAf8Pq9HUySb3elwuamuQlhYGUFBtKIc8Pu8Hk2RbHanw+WmugphYWUEBdGKcsDv83o0RbLZnQ6Xm+oqhIWVERREK8oBv8/r0RTJZnc6XG6qqxAWVkZQEK0oB/w+r0dTJJvd6XC5qa5CWFgZQUG0ohzw+7weTZFsdqfD5aa6CmFhZQQF0YpywO/zejRFstmdDpeb6iqEhZURFEQrygG/z+vRFMlmdzpcbqqrEBZWRlAQrSgH/D6vR1Mkm93pcLmprkJYWBlBQbSiHPD7vB5NkWx2p8PlproKZQsREBEAARhj8BhDRHiIASAwBgCMMXgIH4GHGAMEAAT2CISM5zmO53RNNwwK/wdENJt5xlgwqMOTMfEc4TktqFNK4T8zmXjCE6AsGNQZY/AYxxHexBuaoRsG/H8LBdGKcsDv83o0RbLZnQ6Xm+oqlCGe5yil9x/IAUm2WMwVrSJBYlCq6wZHSFDTGWMREeYIixkANM0oUYIcIQalmm4AA5OJswgmnufgX4YIZrMJAIJBDZEcPflH+t5Tg/u0SqhX0zAo/BNCyIOComXrMqtWqdi/VwtBMPEmnhqGphnw/wgRf9rvO3T8Ukr/trG1qxoGhccQMahpO3afPPP7tShr5IjBHSpHlTMo4zjy2/m89dsO9ezSxPlCHcOg8P8nFEQrygG/z+vRFMlmdzpcbqqrUFZ4nuTm352/zJvvv/98o5hrebdPnrn6cq8WzZ93TJu5MSf3Tqe2DbWgfu7S9b49nONGdlFU7etv09duzoqpFf1i20YFATkz6/dpU/omdW2qaQY8hg8BMHiEMQaP4UMADB4xDOPoqWxKmatpXUEwfT5724xZW2bPGDFqSEdN09kjgIgAYDJxv53PSxo6My6m2oa0iYbBjv16uVYNW/26NRhjAMAYAwB8CIAyBo/hI8AYA0BEYAz+tzc/XL1q/b7VC8b16tpU03UARAAGwPNk/6HzSSmpTZ6L27RssrW8aFBqNvNpq396Y+ry96b0fXdCEqWUMWCMEUQGwBiDx/AhAAb/gTEGj+FDAJQxAMCHABhjgA8BY/AQIjAGjDH4m6EgWlEO+H1ej6ZINrvT4XJTXYUywfMkL//eiEkLb94u2LjkjYYNYwP3A/1fm53Y8bmRQzolD009eir7563TRIu5fe9PDIP+uPmDxs851qzPHDp67vgxiXNnjpQLS+Yt3d2hZUKTxnGaZiAiz5HCIkVRg+UiLfAQotnEE4IBqdgwaLlIC8fhH1dudu7/eZ2YquvTJokW4fa9wI2b9xvUrWE288DAYjERQoJBjRBCGZOL1ctXb0ZZy8XWil6z+eCYKUs+eqvvpDHdtKDOmziLYGaMabqh64ZgNhGClLISJUgIihFCMKgHNV2MMCNicYl681bBvfuFz9SvWaG8yBgLSMWMsXKRFkuEedeeU/1HzR47vPPMD4fIcgkDMAz6oKAoJ+9OfFx1UbQwSkVRAIDiEpXnOEEwMcZMPKcEtcLCEkEwCWaTYVCTiQMAw6CKGuQ4ziKYEEHTqabpJp4LagYAEyMEw6CKqlkEk8nEUcrg74SCaEU54Pd5PZoi2exOh8tNdRXKBCH43mfrv5qz7avpw94c2yMY1BFx7y9nn6oeJUYInV+eXi06au8mz4EjF/qNmNWl/bOLZ42pXKncm++vmr/M+92iCS2bxm/LOJ7Sv63FIgAwRDQMY+OOIxt3HGkQX0MqLLl+4+7UicmNG8UsXLHn94vXKWVBzRg/svN3m7LS1vz0UttGPbu8cL9A/n774SH92gwb2G7Z2syVG/YPG9iuT3fn6ClpdR1Pdev0/MIVe9SgvvSb0bn5d9/5ZO3p33JGDen4XEKtg0cvnvn92jefpriaxb/2Ztqly/71aRNr16zy562CJd9lrt+a1bNLk/KRlg3bDzd93vHGqK6bdh7d7j05aVTXkUM6/nknsHjVj7nX7xQWKRWtkZ95Bixfm/nBFxu/XzIp2mad8sGqunWfbvJs7MoN+19q12iyu/t3mw6uWPdLi6bxziZ11m0+WFBYvPirUS88G3f4+KXZaRlRFSIjI4XsKzdbOeu9MaY7IXjl2q05SzL2HTz38Tv9khObT/1s3d59vtnTU3zncpd8l9mqeT1HTNW1m7NqPl35m+mv1nraZlAKfxsURCvKAb/P69EUyWZ3Olxuqqvw70cIuXtP6tL/s8vXbmWsm9raWU/TDQDgOMKbuJ27Tw58bY4jpmqbFg3O/J7TvtUzIwZ3qPl05QcF8oDRcw4euZDSv+2VnD+bPe+YPnWAYVDKmInnNu08MvKNxW+6u78zrtdLL3/2xxV/1q5Ptuw6PmPOttXzx2bn/Pn+5xu833uyjl38dNbm1fPH9e3V4uKl/A59Pn2mXo0dq9++mnu7ffLHzhfqfPHBoD7DZwkmfvvqt+Yt885N2713k8f5Qp2XXv7s9p1A5tZp1apGLV7144R3ln392auD+7RydvU8VS3qh3VTI0WBGvTs+dwX+32WEF9z/oxhX8zbvnnnsQ1pE5+uXilx4BfdX2y8bPaYd6ev/27TgR1r3t688+jaLVk717w9d+nufYfOz3h/4MXL/uMns1u1qP9K39bJw77iOW73+qmBQrnH4JmE4LepI9P3nJqzcNeGpW+0aFK3y4DPq1SusGvdu0vW/PTmeyvnpo4cN7xzUDMQYLv3RP8R37w7KXny6917DP4yECjO+H6qomjdB31hNvNLvxn9/Y7D8xbumpc6atzIrqqqwd8GBdGKcsDv83o0RbLZnQ6Xm+oq/PtxHMnJvd0u+SNDN37aMq1+nad1gxKCAMARMmPO9mlffj9pTLesoxcvXMrfsebt9m0bUd04d+l694Ezqtis6xZP8GaerVbF2rnDc2YTx/Ocomh9h3999NfsrPRPKlaIbN3jw3jHUwu+HN5v+DdKMLhn4/tysXLpst/VNH70lLRjp7J/WDe1cWOH98dTSUNTx4/onPrJ0B0ZJ/qNmDX59e5ffDB4+dpf0veeXDhzZMr4by/8kb9/x8dqUGvT80PnC3W+X/KG2cy/OW3VolU/ZaybKormjr0/GTao/TefpjAGJhOXvudUn2FfvzOh53TP4ElTl81Zsnv94onAIGXc/M/fH9Sne/OW3T6o+bTtx03vX8y+ced+Yb06T/UY/OWDgiKLxTx8UPu3x/U0mfhjp7J7vjLzxXaNVi0Ye+xkds9XZiYlNl389WvDJyzcuffkL1s/3H/4/BueFbM/HzZxdLex7yxds+ngluWTO7VtFAzqZjM/Y/a2D2duWr1gXEK9Gp37fe5qWmd92qTjpy/3GPxl727Nls11z5y7/Z0PV6d+mjJlbE9V1eBvg4JoRTng93k9miLZ7E6Hy011Ff79CMGCArnb4C9853K933vatW0ElF64dP1XX07vbs1fHb8gfe+pn7dOu3z1ZsrYBUndmq35dnxk+cj0H472GzFraP+2abPHyEUlJ05f+f389eGD25vN/J27Usc+nxYWFh/f+7nvfF6PV2a+Pa7nqCEdO/b+hOPI3k3v16pd/Ub+rfsPivqPmh1VMTL9u3crVSo/bcaGmfN3rl88Ibmna+pHq7/6Nn192qS+SW3WfZ9ZrARbNqvbrtfHLZvV3bpiypaMY/1HfuOZ3Ofjdwc8uCclDppx917hoR8+2Z5xwv3Osnkzho9J6aTp1MRz02dtmf7N1vWLJyR2eqH7KzMu/HEj/bt3Vqzbt2L9L5nbPqxQPqJFV0+duOqZW6aVKxeR7793MftGn2FfO5vU+ePKzSqVrXs2vhdV2frtkowJ761Y8OWI0cMTl67yvv7W0lmfDO2f5GrdY1rFipE/b/nA8/mGuYsz1i6emNS1affBX+Tm3/1h3bt1Y6sblCqKNmTs/OOnL/+46X3f+dyUcd9Om9Ln/bcGpK3YPfadpXM+e9U9suugkbN3eE9krH+vdYt6mmbA3wYF0YpywO/zejRFstmdDpeb6iqUCZ7ntu469sb7K2NqVR03souhGxcu3+jYumGRrAyfsLCwqGTLyjebPBfXY/CXxw9f+PTjIV07NZ6z+Ic1y/b0GdhuxCsd796T5i7JeHVAO/fwzppmaJo+bOLCTTuOvD2+Z6CwZPFS79BB7d8e32vJ6p/mL98zfGD7hHo1ixW1bYsGg8fMjRSFL6cNbtm83kdfbpy7dPeM9weNGNJpW/rRse8uG/lKx3YtG9y5Jw3u0zr7ys12SR83f94xd8bwE6cvDx+3IGVQ+0mjE6Nt1sRBM/z++9Pe7rd117Ezv1/bunJKW1cDXTdUVR8+ceEO74mvPh4SDOqzFv3w7oSk117pmDJ+wZb0o2mzRndq03DKR99tyzg2cVRiteiKJhNXECj+8PP1i+eM8f9Z8PGX3781Iem1oZ027zw69aPVU6f0cw976ZOvNi9Z/dP+9I9r14xu0dUTVbHcstmjf7+Y756S1rbVMx1aPfPVgp1Nn3esWzShXGQEAEiFxS+P+Ob4r394Jvc5n31jzbpfXhvW+Z2JSXMW/TA3LePT9wY8Xa3SB19sGD6ow3uTehOCjDH426AgWlEO+H1ej6ZINrvT4XJTXYUygYgA8PuFvH2HzxcXq3ExVVs1r2etIJ48c+XW7QASjLFHN0qode5ifnb2DbGcpWoVq//PB2pQ5zgimE0lisoYtHU1qFK5PKWM4/BKzu1de0+ZTFzzJnVP+64qqpbYsXHlqPIZP//6x+WbsbWrdu3Y2FpB/HHfWd/5vGfq29u1rH/zVsFO78mqVaydOzwXGSFk/HT6cs6f9eo+1aZFg8oVy8nF6s49J/Nv3u/UuuHT1SttyzheXBxs06JeTK2qm9OPBAqK7bWqfL0gPSJC2Lz8DVulCoh44+b9nq98SSkbP6pLSUmwft0abVrU5wg5c+7a3l/Oxtaq+lL7RiVK0PvzmZy82w3iayZ2bHzt+p0/rvpdTeKR4OadRymjXdo/Jwim7btPRIrCS+0a5d+8f+ee1M6VIFrMuzNPn7+U37pF/UoVy/184Dddp/ceFH69cNdHb/V9e3ySrhsAgAhHTvxx6OhFh6P6swm1f9zvQ4DWzvoTPSuuXLv9weTexSVqXEy1di0TBDNPKYO/EwqiFeWA3+f1aIpkszsdLjfVVSgrCGAy8whoGAbHEd2glDKziQOOAwCmG0FNN5t55DmgjBqUcAQIAmNAGSACoq5qBqXwGM9zhCACMmDwEANKKWPAmzhKGSGoawZl1MTzDBgCarrBcYQgAoBuGMDAZOIppUhQ1+lDiGgycYwBe4gyjieMAeG5lWt/fuOD1R9O6csY+3bFnlmfpCS++LyuGyYT78080+fVr3t0fn7lPLfFIhDEoKYzxnieI4gAoBsGIvI8RykjBDVN5zhCeF4PasCA4wgAUPYIRwgAGJTyHAGOaIrGgJl4HgkWySX9R865eetB6keD09b8fO9+4Yq5Y6tFV6SUwmMmE4eADxmUEoJIyBlfTrukjxol1Nq19p1yooVwRAvqlDH4m6EgWlEO+H1ej6ZINrvT4XJTXYWwv8YRvJZ/Z8W6fYVFJU9Xr9SyeT3n83UMSgnBm7cK1m7J8p27Vr1q1MDerZ57phalDEobIlJKf9r/W/qeU7bK5atXjerR+YUa1SvpBoX/Csfh3fuFm3ceO3ziUlRUZP+eLmeTugCMMfgfAAXRinLA7/N6NEWy2Z0Ol5vqKoT9tziOIGIwqPE8x/NcMKjDY4ZBDYOaTJxhUAZg4jn490AA3sTpOtV1w2IxMQa6bsBfo5RqOjWbOEoZpdRk4uF/ChREK8oBv8/r0RTJZnc6XG6qqxD2f4MIAAiMMfhPEBEeY4zBvxkiAgBjDP4FiAj/gTEG/2OgIFpRDvh9Xo+mSDa70+FyU12FsLAygoJoRTng93k9miLZ7E6Hy011FcLCyggKohXlgN/n9WiKZLM7HS431VUICysjKIhWlAN+n9ejKZLN7nS43FRXISysjKAgWlEO+H1ej6ZINrvT4XJTXYWwsDKCgmhFOeD3eT2aItnsTofLTXUVwsLKCAqiFeWA3+f1aIpkszsdLjfVVQgLKyMoiFaUA36f16Mpks3udLjcVFchLKyMoCBaUQ74fbvf0xTJVsvpcI2lugphYWUEBdGKsnTz3I8fa0ph5ZpNY5uPonoQwsLKCApihf8FQrhYPvMlYRMAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9473845362663269
},
{
"class_name": "line_chart",
"confidence": 0.04416920989751816
},
{
"class_name": "pie_chart",
"confidence": 0.0018631068523973227
},
{
"class_name": "table",
"confidence": 0.0018034358508884907
},
{
"class_name": "flow_chart",
"confidence": 0.0014329294208437204
},
{
"class_name": "full_page_image",
"confidence": 0.0009847065666690469
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.000643800653051585
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00038798240711912513
},
{
"class_name": "page_thumbnail",
"confidence": 0.00024922817829065025
},
{
"class_name": "other",
"confidence": 0.00023435582988895476
},
{
"class_name": "engineering_drawing",
"confidence": 0.00020161987049505115
},
{
"class_name": "scatter_plot",
"confidence": 0.00015954587433952838
},
{
"class_name": "geographical_map",
"confidence": 0.00015542727487627417
},
{
"class_name": "calendar",
"confidence": 6.933836993994191e-05
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9957285523414612
},
{
"class_name": "calendar",
"confidence": 0.0013084093807265162
},
{
"class_name": "flow_chart",
"confidence": 0.0010817275615409017
},
{
"class_name": "bar_chart",
"confidence": 0.0006052639801055193
},
{
"class_name": "full_page_image",
"confidence": 0.0004066287074238062
},
{
"class_name": "table",
"confidence": 0.0003778618120122701
},
{
"class_name": "line_chart",
"confidence": 0.00012701962259598076
},
{
"class_name": "page_thumbnail",
"confidence": 0.00010555130575085059
},
{
"class_name": "other",
"confidence": 0.00010033744183601812
},
{
"class_name": "geographical_map",
"confidence": 2.7917732950299978e-05
},
{
"class_name": "logo",
"confidence": 2.6764499125420116e-05
},
{
"class_name": "scatter_plot",
"confidence": 2.15657455555629e-05
},
{
"class_name": "icon",
"confidence": 2.0803083316423e-05
},
{
"class_name": "engineering_drawing",
"confidence": 1.8268241547048092e-05
},
{
"class_name": "music",
"confidence": 1.3924157428846229e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 8.838586836645845e-06
},
{
"class_name": "stamp",
"confidence": 5.44672411706415e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 4.722029643744463e-06
},
{
"class_name": "photograph",
"confidence": 4.068024736625375e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.1911175736022415e-06
},
{
"class_name": "chemistry_structure",
"confidence": 1.6963128928182414e-06
},
{
"class_name": "signature",
"confidence": 7.996645763341803e-07
},
{
"class_name": "bar_code",
"confidence": 6.522024023070117e-07
},
{
"class_name": "topographical_map",
"confidence": 4.299950830954913e-07
},
{
"class_name": "qr_code",
"confidence": 2.5635662836975825e-07
},
{
"class_name": "box_plot",
"confidence": 1.8851713434742123e-07
}
]
}
]
},
{
"self_ref": "#/pictures/24",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nLOAN SIZE\n<::visual content\n: donut chart showing loan size distribution with segments: Below $25M: 27%, $25M \u2013 $50M: 39%, $51M \u2013 $75M: 17%, $76M \u2013 $100M: 6%, Above $100M: 11%::>\n\nGEOGRAPHY\n<::visual content\n: donut chart showing geographic distribution with segments: South 25%, Southwest 15%, Midwest 13%, West 10%, Various 1%, Northeast 36%::>"
},
"classification": {
"predictions": [
{
"confidence": 0.999702513217926,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.00015189671830739826,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
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FdSpo70eCREBITUuSsOfnfMOmtSRLi+VYtm4WHBbrfnzSlzypyVtk/WB+uDG+vvj7BklpZVfPLOssiIUI9HGjvNWlF558DO9VovneT2CAI7X1j86rhZbwzul5UyUeH047EzQ8bMzJo5YbplJAD7/ofjr01Im2kZMWPKCI8kwQOiKJw4XfDmpIxl85LPnCvc98U3vr7ez5gf6f3s45NmLtyYl9m3hxkBt2zft2D5W++umdftsS4IwBgjIkRgjM3L3fTxPtuBnesNsZGKwjUa8Xxh8bDxaf16PdG2VYsFyzYtzEgc8eoLsqIAwsys/GOnHLu2LjPERt0qq+j7ypRObY3bNy3RaDXAuUeSiQgBtD7etfdqtu3Yn527wTL2VWvqZIVzIoI/FqLDZnU57XqDyWi2EJfh94OIiqKMTsyuqrq7Ljdj7DSrt7du29oFkRGhiJCz+t3173y8cXlmdGSYn693XHQUYwgAWo1ozd2089Ovdr2zrF2beEmS4TcQUVGUsdOsFy4Vz0+z6Lx0XTq0Cg8Lcd2rHZOYfbn4xqKMhNiYyC0f7P38q+/fXTu/97PdEHDfl98kzs4ZPKBndGR4teveB598MeLVAQtmJwiMHT11btTUzDVL0p40dR0+JWP/n77r28O8Z1u+RiMSETRBRECYkbn82CnHvvfzY+OiuUeWZBkRAShryfp3Pvw0O3VSt8c6H/rm6LK127JnTU4YN4wIXPdqX5uQrg8O/GDjotkLVn+876vPP1zVsa1RVhStRnPq7IVXx6dOGf1qauIoj0dCREBIzlx+4udz+7evjIyOlBrdnHNREFa+tX3BsrfSp4/t3aPb0ROOhfmbJ4wYPDdlIiLKsjx2mvXCpeL5aRadl65Lh1aREaEFF68MHZP65pB+c1MnSbJSdcf18shkSVEWzZnq7+u9YuP2U2fO79m2vEuHNrKiwAOiKBw/XfDGhPQVi1JDggJeGZsqK/yTLbmAMCZx7qblWc/1fAIB396+N3vphqVzp3Xp2EYjCC2axTDGEIExZs3Z+NHeA1/t2miIjVQUrtGI5wuLh45JGTXsxZSpI194LbGh0b3vvRVBQf6caEbm8qMnHXu25cXFRHrcnsSM3D2fH16UMfXhLm2vXC1p1ya+c/vWN285v/7xRJf2ra9cK5mZnT951NCM5HGKohDBHwzRYbO6nHa9wWQ0W4jL8PtBREVRps3Orai8s3NL7oHDR2Zk5WUkjxv75iAi2vTuroXLNwcFBRBR96ceW5qZ6OPjzTnXasTcNdv2fnn43TULWrVsJssy/AYics5TsvM/2nNAFEWdVvv2quxezzzOOZ08UzDLurL4eolWqxUFISVh5MhhL2o0IgBYczf+dPzM7neX68NC79fVTUiad9dV8+6a+eFhIafOXrCkLl6cmdin1xNf/Om7hFmLnzQ9tHlFtigKRARNsEnWknUnT5/ftn5BVHiorCjQRBBYSWlF2vyV3x857evj5fZ4hg99IWXqqMAAfwCoraufkDQ/KNB/0/LMn06cnZC8IHnK8CmjX3F7PBqNeO5C0ZjE7LFvDEoYP8zjkbBJ1pJ1J04XvLd+YWR4qKIoACAwdvtO9YJlm/Z88bWfr3ejW+rf+8l5aZbwsGDOiXOekp3/0Z4DoijqtNq3V2X36fnExYtXRifOfWVgn5SEkW6PJAjCwW+PZi5eV367ShQFfz/fjKRxr7zUhzgR/AdRFM44CsclzVuUMdX8WJcRljmKomzfuPh8YXHi7JyVC1O7P/koIn7y2cGZWXm+vj6CIHRo23J9bkZggB9xzgRh2Zp3d39+eNfWvNiocIVzjSheunJ9dOLcYS/1nTFt9OZ3Plmy+p13Vs97xvywovCsJetOnC54b/3CqPBQArh85frshWuOnLT7+fr4+XqvWZrW/cnHrt0oHTvNeu3mLUXhXTu1y18wo1lcNOcc/nCIDpvV5bTrDSaj2UJcht+b2yMRkZdOi4j19xsYY146LQDIsuL2eBRFIQKNKHp76xARmkiSLCuKl06LiPCXeDySJMkEBADeXjpBEABAFIW6+oZrN241NLpbGGJC9cGccyICgMZGNyJ6eemICBE9HkmSZS+djjHknLs9klajEQSGiPcbGhlDnVYLf8YjSVzhOp0WEeE3BIFJknyjxHnnbnVMdER0ZDgics6hSaPbgwg6rRYAGhoamcB0Wi004ZzcbrdGI/4CHvBIEle4TqdFRHiAMcY5v1laXn67KiosNC42QhAEReHQxOORJEkmIADw9tIJgkBEjW6PKAgajQhNREGoqasvvlaiKLxli7jgIH9F4UQE/xnn3O32aLUaURTdbg8A6HRaWVE8bo9WpxUYAwBFURrdHkXhRCQIzNfHGxGhiSTJsqJ46bSICE2IqNHtEUVBo9FwzhsaGrVajUYUAcAjSVzhOp0WEQFAEJjbIxVfu1VXXx9viA0ODgAARKyrv3/laolWKxpbxHl5eSmKAv8IiA6b1eW06w0mo9lCXIbfGyICABEBAGNIBEQEAPgraILUBB7AXwBwIvgvYBMAAgDiRPC/IKLAGCBwTpxzeAARAYCIoAkiAgARQROGyImgCWNIBEQEfwYRAYCI4M8gImMMEYgTp1/BA4gIAEQEAIwhERARPMAQCYCI4AFEBAAigv8MERnDXxAR5/QLeACbABAAECeCXzFEAiAieIAxZIwBAP8VwX+BIRIQESAiABARADBETgRNEAER4VdITeAB/AUAJ4LfYIgEQET4KyBOBL9CRAAgIngAERljiMA5cc6hCUNkAgMChXMign8QRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEug0qlAkSHzepy2vUGk9FsIS6DSqUCRIfN6nLa9QaT0WwhLoNKpQJEh83qctr1BpPRbCEuw38X/kIgLsP/LQQEIAAg+A8I/ycCleoPh+iwWV1Ou95gMpotxGX470BkUuM9V8XFkNiHmaABIvhvQyaIxLkiNwIREzWMaYgUIgIg+AUKCEBEAISIgAIiIy4TcVCp/iiIDpvV5bTrDSaj2UJchr8XMkEEgMrrR+7e+rlVt0lM1HHFA/89CEA1lZcrrx+RG+8pioe4Etb8idBmZkHjdd9VUlH8rdRYBwiIAmMilxtFrwA/fYugyM4anS8RwT8JYwiA8D8RcSL4+wiMMUGQJAmaiKJIRIqiwB8PEYjgF4io1WoBUfJ4OOfwGxqNRlFkIkBEzjn8+0J02Kwup11vMBnNFuIy/B0QGVekyutH7paeuX/vFimyd0BEWIunw5qbARgAMEEEQCKOyACAuERE8H9CALp1Yf+1U+/7Bjdv1W2cIkuF369oqHW2Mk+J6zRI8dyvKP728tGNngZXRMtn4zq+XHXzeIljNyAzdB4S/9hoQdAQEfzDKYpSV1dHRKIoSpLMGPP392OMwW8gIgAQEfyGIAiXi67cvFnS/dmnGWMA8P0PP4aGhnXs0E5RFPiDISIRMYYNDY3bd3xccrNk4oRxsbExiqIAACK63e6vv/nu4Ycf8vbybmxsDAsLhX9fiA6b1eW06w0mo9lCXIa/DbnsLjq26f690paPj71d/L1faMuSc3sbako79bGGxD1MilRbdaXu7jWpwSVovH1DWgSEthI0XkQcfgNRqKm6bP8yw9NY06Hn7Jj2/aUGV8GhhRVXvo1q+3yHnrME0avy+tGCwwsVqbHNU4nNurxSU1V8Zv/Mhtry4OiHOvW1ar0CiDj8Y4miePNmybLlK4uLr94qLW3erFmL5s2yMmeHhYUyxoBIkmVEtB08pNPqevXsLsuSKGoQUVEUxtgnn+w5eOjrlStytVotEaWmzenYof24saM456IoApAkyZxzxpgoiogoy7KiKIIgIKIgCJxzSZLgAUEQEFEQGOckyzIRiaIoCAIRSZJERKIoIgIThJqa2p07d/Xt08vQIv67r7/JzVsxIymxy0Od9SEhiEi/4lV37k5NnDFzxrSSm7eu37iROHWKIDBBEBFRUWRZVuDfCKLDZnU57XqDyWi2EJfhb0EmVl79oeDQwuYPD4/r/PK1nz+IaNnj0o+r6+5e69grM7SZ6aZjZ9nFA5Gte+t8Q6+f2eGur4pq1ddoHi9qvIkIHmBMvH39x4KDC4mU6HYvtOo2SXLXnP1idkNNWZunp0W37Q9A18/sKD6xRecd0um5+frYrqWFBy4cXkJALR8fZ+g8FH5F8A/HOfdIksNRMH/hkrycRc2axfn6+p0rOH/w0NeBAf6DXx4kSdL05BRBEKYmTG7RvPnhb74tK3WazaZnn3lq1+69Bw9+vSI/R6vVEtGs9MyOHdqPHz/mwoWLBw58pdFoBrzwfLNmcUVFxYe//rb+/v3nn+vTunWr8xcuNDa4T5w81bJlfJ/ePRGAAIjo4sVLjY2NJ079bIiN6devr0ajOXbsxA8//hQdFfXii/29vb3Pn79wt9p1q7QsJiYqIyP75ZcHvjig/ye79h45cmx2espTT5pPnznz/fc/RUdFvfTSC4rCExKTp09LCAkOrqq6063b4xUVt/d/8aXLda93rx5dOndSFAX+XSA6bFaX0643mIxmC3EZ/hYmaG6c/bjo6CbfYIM+9tHG+spmXYYpikfx1IXEPVZ356r9TxlSY22nvtmRrXsXfr/qxtmPRI1Pl/6LgqO7EFfgAUTWUFt+zjav9m4xohAU1dE3yFB393psh5fCmj/BBJEr0oVvcsuvHPYNbtbikZGSu7ai6LDGKzCi5bPh8c8gEwEI/kl0Op3jXEFGZvbaVfnN41v89ONPCxfl9OrV40pRsSRLUy2Ts6wLiPNJE8cJolB0udjHx3v3nk+X5S4qvnrtT1/aVuTnaLVaIpqVntmlc6dnnn5yWlKK2Wyqvlt97fqNdWvyD3397f36+1VVd06fta/Kz7XOX3T79u1nnn5q/xcHsrPSuz/ztKwosiwnTE0qc5b3e67P/s+/nDJ5QnBw0LK8lf379zt58lR4eHj6rBkTJicKDAe/PMjb22vegsU9ezz78ssv7d6179jx4zOSp3l56Ta9taVfv+dOnjwVHh4+KyU5aeasGUmJ589fvHT5clrqjKQZs4KDgyPCww8eOpyXu6RLl06yLMO/BUSHzepy2vUGk9FsIS7D34Io1FQWFhxceL/mFhAwUafzCQltZo5/dLTWJ+j+vdKL3+ZJjTUdeqb7hrQ4f3hx+ZXDGq/Ah/ovDoxoT1yB/w0ZIisvOlR8bLO7oZrLHmRCUFTnVubJAeGtgchz/+6ZL2fX3bkaGN42KOah6tKzjbXlYc2fjO04yC+kORGHfx6NRuM4VzAny7pm1fIWzbF3nokAACAASURBVJvPm79Y4cqChfPLSkrGjp+0eNH8gwcPazSaGTOTZI/n/PkL588XvvPutlmpyQ0NjV98eWDF8hytVktEaemZXbs+5HY3nj5j37B+tavaNXLUuMSpU3r0eObY8VN2u2PP3k9X5ueuWrO+R/dn3hwxMnl6Ups2rSZPHO+RfmWZmtS7Z88Ro8etzF9WVFTEBKFNm9ZTE5POnT2ZmjZn8aJ5CxfnjB09csDAlyoryhITk2elJj/8mHnPrk8OHjy8elXejJS0Nq1bT52WfO7sydS0OYsXzcvLX5U0LeHcufOXLxf1799vxcrVWzZv0IeFTU2YHh/fIjkp0ePxwL8FRIfN6nLa9QaT0WwhLsPfgsg4V+ruXnUW2u7e+plzyXP/riK7Wzw6Mv7RUQBEigzIJHdNiWN3iWO3oPWJ7TCwedc3UBCBABCACBAVqaHk3N6ywi+jWvX11ceXXfjcVX6Oy27/sNYde2f6hjSvLj3rOJAle+pbmsY37/q6+37Vha9zq24c9Q1u0em5uX7BLYgU+CfRaDSOcwVzsqxrVuU3N8Slps+JioxKSU2+U1k1etzE2Wkp33zznU6nS0lJ3rDhrUNff/PMU09+/sWXqSnJDQ2NX3x5YMXyHK1WS0Rp6Zlduz50u/JXOTmLamtqJ0y0vDJ08KlTp6uqqozGlocOf7M8b+mGjZuf69tr0MuD0tPmGAxxlskTPJLk8XiSZ6YNHPDCi4MGv/3WxqPHjiuy0qdPrzdHjCi6dCF5RlpWZvrqNRumWiaZzSZneXnitBmzUpIfN5t3frTz0KGvl+ctSUxK6d2z+/CRo4ouXUiekZaVmb56zfrp0xLOnTtfdOXK008+8d77H769eb1/YGB6emaAv//s9BSPxwP/FhAdNqvLadcbTEazhbgMfxUiu33th9Lz+yNb9Ypo1fvK8c0hsY/cKy+4cXpHZOs+7XqkMCZ6Gu5VXvuxquQEKVJgZEd93KN+IfGAgICcy0DEBA0glhUeKPw+38s3vHO/+QHh7dz1VZePrCu/fEjU+XbqnRna/MkSx55LP61hoq5zn2y94THiSuEPq0ovfI6CpmPP2REtu3MuwT+JRqM5a3fMSs/ctH51y5bxb739zpdfHMjPzz1x4uSOj3Zt3LBq69b3Kysr52SkzUrP7NKl00sDXxg7bnJqSlJDQ+Nn+79ctyZfq9USUfLMtEe6PhQVFZm/cu3K/Jybt26tXbsxa07awkW5SUlTNRpN5tx5a1ctX712Y7/ner/y6tAZyanNmzebNnWKR5JkWR4/0RIQGJg6M2nevIWPPvqI2+0uOH9h0aJ5+/Z9duzYyUULsmekpCdNS3jqqSeqqu5MmGR58/XXXnxpwN49nx6wffXWxrX5K1YXFl5etHjevn2fHTt2ctGC7Bkp6akpSXZ7QWHhpYkTx1gSktJmzYiNiU1Lz0xMnNK3Ty9JkuDfAqLDZnU57XqDyWi2EJfhr0EAKPxh1U37x9Ft+8c/Nqr0wufGbpOqbhy7+M1S4xOWqFa9y4sO3b76g3dAVEBEe613kCBoAUHnE+odENVYV3nl+GapwdXy8bEBEe0v/7j2hv3joOiHOj83T+cTgky8efbjSz+t8dcbOz1n9QmKLfxuRemFz3yDm3d9Idc7ILKhtqLg4IJqp93LN6xL/8X+oUbiCvyTCIJQUlLy8c49o0e+GRoe5nK51q7dePrMWT8/vymTJzz19BPHj55Yumx5t8cf79q1y/sffBgSEqzXhw4aOMDj8Zw+e3bk8DcFgQHAhzt2NouLNT9hXrN2/Y8/HfXy0o0c8eZzfXt/+OHOLw8cMBgMISHBrw0bevDg1507dXzs8Uc/3PFxWGho7149FEWRJGlaUorLdQ8RYmNj52SkcoWW5i4vLr4WGhoyLTGhZXyLt995t99zfVoZW3LO3932wb7P9icmTAkJCT571jF65PBqV3XOshXFxddCQ0OmJSa0jG/x9jvvDnih382bJaWlzjdef3XX7r07P9lDQH379BozagRjjIjg3wKiw2Z1Oe16g8lothCX4a9CJlReP1L4XX5ARLvQZubaysshMV3LLn7pq4+Pf3RUybm9V45vRmRM1ALnBATEAbH1k1MNnYeUXz587qt5XHG3eGx0q26TnJe+KvxhJSJr1z1Fb3i8/u6Nwu9XuBvutnkiIbR5t/rqmxe+Xnrv9kXf4ObtuqeIGp+bjt23r36v0fk3f/iNmA4DEf7JGGMarcbj9hARY0wQBJfL5ePto9VqJFkWBKGhoQEAfH196+vvM4H5+vrKkgQAoii43R5ootVqOeeKooiiWFNTo9FovL29JUkSRbG2ts7Hx1vrpZPcHo0oysqvtFot51yWZUT0eDwJicmDBr74XL8+GlGEJoyhy1Xj7+cniIIsyzqdTpIkzjkACAKrrav30um0Wq0gMLfbw36FLleNv5+fIAqyLOt0OkmSWBOPx6PRaOrr73OuBPj7S7JMRPDvAtFhs7qcdr3BZDRbiMvwtyCymtuXKm/8dLf0rEbrHxTVMTjmocDwdpzLJef23Lt9kaEADxBxJnoZOg0JCG/dUOO8cnyL1Hgv/tERgREdOZeqbh6ruPy1Ijd6+YXJ0n0v3/CoNn18Q+LvlpyqvHHU0+hCAkBkTARExkTvYIM+9jHfYAMQARD8i2GMURNowhijJowxagJ/FWOMmkATxhg1gb8EEWVZ3v7hx126dHrs0UckSSIiAMAm1AT+DGOMmsAD2ISawF/CGAMAzjn8e0F02Kwup11vMBnNFuIy/B2QiQhQdHxzWDNzcExXrniIcwBiggaZCEDwWwRc8RBxRMYViXNZ1PoQVwCACRriiqfBRVwWdf6i1pe4QqQgE5CJCAgIQABA0IR+wRUiBVRNdFqtrPwKVL8zRIfN6nLa9QaT0WwhLsPfARFlz33n5a/CWzyj8w0hIvg7ISIgEYf/gL8AQABORKBS/UtAdNisLqddbzAZzRbiMvy96BeIDFSq/w8hOmxWl9OuN5iMZgtxGf4bEIBApfr/EKLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJdBpVIBosNmdTnteoPJaLYQl0GlUgGiw2Z1Oe16g8lothCXQaVSAaLDZnU57XqDyWi2EJfhj4fIkAn0C64AEDyAiABIxEGl+idDdNisLqddbzAZzRbiMvzBGBPd9+/cd90SdX6+QQZkjIgAAJEpUoMiN2q8AkGl+idDdNisLqddbzAZzRbiMvw3ISIRABD8OUQEICL4XxAAqq7/VFpoC4ntWl1q9wtp3vzhN5ioZSg01FZcP/NhqMEU2sxMpMD/CxCRiODvgIhEBP9sgiAAgKIo0AQRtTodcS5JEhHB/zsQURAERVGICP4QiA6b1eW06w0mo9lCXIa/EyJjIhFXpAYm6hjTcC4BETRBFJAJiuwmLotaH/oFl5GJ1U7H+a/mB0Z37tAz/dIPa5xFB7u+kKOPfbiu+ubVE1sDI9rFtB+ATAQg+NcmCEwQRLfbo9NpJUkiIvivIQAgAgARwT8PIlZU3AaAiIhwIkLExsbGI0eP+/p4P/74Y4hIRPCXMMYQUVEU+L8jCAIRcc7h/5osy7dulUZFRXp5eRER/P4QHTary2nXG0xGs4W4DH8HZKLsqbt99ce7t34mUojzkNiuUa37MNELiCMT6u5cKy863FDjJFK0XoFRbfsFRrQDgqs/v3/t5LutnrAYugw9//XSiqLDD/Vf4hNkKDq6ISiqc2zHgQhARPCvjTFWVla2cvW6GzdKOnXskGCZGBISwhgyZJIsc84ZYwAgCAIAcM5d1a416ze+NHBA504dAUAUBc5JkiREZIzhr0CSZGgiioIgiLIsK4qCiKIoIqIsy5xzABBFURCYLCucc8aYoigAIAgC5xybCAKTJBkANBoRACVJIiIA0Gg0TBRWrVxLRFMTJnPOtVrtu9ve37Nv/7BXBjc2Nmo0mjffeI2IGGO8iUajAQDOudPpvHOnukOHdpxzIgIAxhgiCIKoKArnXKPRKE0AgDGmEUUikmSZiBhjiCgwJivKuXMF0dHR4eGhsqxoNCIAEnFFUYhAFEXGUJZlReGIqNGIAEjEFUXhnDQakSGTZJlzDgCMsYqK23OtC2bOmN62bRviXBRFRVFkWQYAQRBEUeCcZFkGAMYYAAiCIMsy5xwRNRoNAEiSRETwX0J02Kwup11vMBnNFuIy/C2IQmPd7Us/rb1z80Rcx5fjOr185fjbFUWHDV1eafn4WCZoKoq/Kzq6ERlr1z0VAc8dXMBETYees0NiHr52+oPi41vadU8Nj3/6533TmahraRpXev5zveHR6LbPExEQh395giBkzZ1ff/9+8vSpV69d69ypY0hIyKXLRXfu3Gnfrl1gYEBtba2i8IqKClmW27Zt4/FI3//wY+dOHWNioisrqy5dvqwPCWndupUkSXV19ffu3Wt0u1u3MgIAY6y0zHn9+o0WzZtFRUUCwMWLl+rr6zt2bO/t7Y2IJSW3Sm6VtoxvERQUWFNTGxwcREQu1z3/AP/Ghga3x+MsK2/V2qjTas+fv6AovEOHdlqtFgCKiq64Pe7P9n8pCMLstJmcU21t7YyZ6S3iW0ybOuXS5cuMCW3btPJ4PGVlTn9//4iIiAsXL3LO27Zp/f77H/509Fj23DlxsdGiqOGc19bWAsDVq9fj4mIDAvzPn78YHR0VGRmBiDU1NRcuFvr6+LZv3xYAampqJEkqL6/w8/efk2Xt2aP7q0Nf9vPzKzh/QZbloMDAsLBQnU53+XJRbV19u7atg4ODZVk+f+GiLMtBgYGhYaGBAf5FRcVVd+60b9cuMDBAURTGWJmzfHpyqnXunIce6nzrVmlxcXFkZGTL+BZEVFlZdaX4amBgQJvWrRRFuX//fmOj+1Zpads2rf39/T0ez4WLhVzhbdq09vb2IiL4yxAdNqvLadcbTEazhbgMfxUiKopUdGTDrYJ9/qGtH3phiXdA5K0LXxR+l6f1DuncbwEiO/eVteFeafzjY+MfHSV7GhwHMu/cPBHdfkC7Z5Mbassv/bBK6x2i8w+vvX0pPP6Z6rKz+rjHw1s+gwBM9CKuABD8axMEITNrXlmZM395TmhEBMnSJ7v2fHXwcFBQoMftyZ6b8cMPP23fsTM0VH/9+o3RI4f369dn8dK8N19/1cfHZ651gU6nq6qqemXo4CfMpgWLcmRJ7tbt8fHjRmu12gsXLq5ctU4fGtK6lfHNN17bvmPnyROnvH28fby90tNSzp0ryF+xJjAoIDwi4tWhg997f3tmRposK0tz8iZMGLt7z76z9nOtjS0nTBj7+edfFF0pJoKY6KiUmUk228GNb70dERFx1u54ZejgWSnJAHDkyPHpyTODgoJSU5LLnE6tRhMbE7PxrS06nXbI4EHl5eWnTp2Jio586skntm57/+xZx7BXhk6eNDY0NNTj8SzJzbt+9QYANLrdRmPLmzdvcs5zliwUBME6f5HH46mudvV49pmJE8fm5q0oKLjQtm3r2JiYdes3GeLipkwZX1FReeTIMU68rMw535pZUlL6/Q8/eiQPAC5eOG/P3k+PHD1OxMvKnAvmzS0rK/vigC0oMNDt9szJmBUSHIyIZc7yGTPTFliz3B73kpzlfv5+FeUVEyeMfcLcbVneCgIqLr722rChDz/80MJFOVqt9s6dO/HxLeZmzv5wx8cnT52JigwfOPDFh7t2kWUZ/jJEh83qctr1BpPRbCEuw1+FTKytKnIcyG6oLYtpN6DtM0lM0JRd+qrwu+VMENv1mH2/+nrxiS0ar4COveboDSbZU3/uK2vVjeP6uEc79snUegdJ7vq6u9eYoOGy51bBvsDIDkDgaayW3fXB0Z1Cmz+JTAAi+BfGGCstLcucO//qtWuWSRN69uw+OWH6wAEvdO3aOStr/sSJY6uq7vzpwFdvvbVu377Pjh49vnB+duL0mTOSph746pDH7bHOy/rm62/XrNuQPD0xK3vewvnWp540A4BWq92797MtW7etzM9t2bLFlStXp06fOXnCuIiIcOv8RRmzU/fu/czYMn7ixHH19fVFV4qXLF321sa1Ho88dVrS3MzZK1ati49vPmdOeoGjIG125qyUZCLIWbZ8yeJ5q9dsfL5fn0EvDUxMmtEyPn52WoqiKLIsz0qb065d24mTxi9Zkuvt7dUyvmX+yjXvvrMpKjIiITG5bevW06ZZdDrdBx/s+P7Hn/JyF/v4+CCiJEkTJiU88nDX0aNHDB8xrmfPZ8aNGT1x8tSRw1+/VVpmd5zLz1taWHgpbXZW3rIlectXxse3yEifdf/+/WlJKYMGDujR41nL1OlJ06fqtNr5i3LWr10RFBh4t7r60qXLS3OWz8mYtWnzO4kJU7x02oWLcxctzJ49J3tA//5du3bOzJo/ZvSIoUMGKYpS5iyfOTM9KzNtyzvb4gxx05MSd3+ye+cnezZvWssEobra9d7726vu3B0/dlRScmrO0oVBQUHJM2YtXTx/7fpNLVu0mDbNIggC/DWIDpvV5bTrDSaj2UJchr+KCZq7t34+d3Ch1FBteGhYa/NkYMLNszuLjm4Qtb4des6+c+vUTccuL9+wTs/NC47u4rlffeaLtHsVF8KamTv0mi1qfQGICbqayktXT72vj3u0uuxsbWVR5+cXlF74ovySrWOfLH3sI5zL8K9Np9M1NDT86cDBZXkrhg9/fceOjzt26BAQGFBdXT1uzMjzFwsLCy8vy1v6+af79332+fx5WSmpGZMnjdv23vbevXu+/sYbV69cnp6cOnLEm7t3783PywkPD1MURRCYy3Vv3Ya3jh87OWrUmwZDXOL0mU+Yu2k0msbGxlEj31yxcs2Y0SP7PtcbkJ08fmLJ0ryN61cpCk+cPmN2WsqWre8916f3S4NfPvDFF7PnZPfs8SwBKLLy+uuv5OTmz5k961HTY8tyl3s8nvRZMxSFA0BaemaHDu3HTxy3aOESby+v5s2bHzx4OH/5Up1Od/TYidVr1vn5+WXMnnXq1Olvvv1uZX4uYwwAPB5P0oxZLw7oP2BA//ETLYMGDnjh+ecsU5N79HjG4SiIiAhPSp5WfffOqDETpyVM2fvp/r69e7006MX6urqExOQhgwf1e65vQmKSt7e3RiMyJsy3Zh08dGjX7k8D/P1Onjq9YvnS97d/pPmVqNFoRo0cPmrMhIe6dAkMDKiurh4x/I0nn+jGOS9zls9MSU+dmbRi1ZqxY0b17dfPceb07DnZOUsX7Ny5p7Kyqry8PDo6aty40Utz8latyBMEZpmanDUn3SO585av8vPzS5053Wg0KooCfxmiw2Z1Oe16g8lothCX4a9CJty/V3ruK2ttZZHeYGrXPYXLjZePbKy6ccw3KK5LvwXVZWcKf1zLmNjKPDmqda/KG8cv/7RWarwX12lIK/NkQGBMdJUXXD+9I6b9AOL83Fdzo9v1b/dsSvGprddObmv9ZGJcp5eJy/CvChFlWS4rczZrZtCI4mtvjurSudPxEz9PmTz+ub696urqdTrdlq3bLl++kr88Z/+n+/ft/2LB/LkzZqZPmzpl777PfHx85i1YcOirA+vWb5qaMGnDxs0rludGRkZwzgGgsbHR38/vm+++z1u+albqjJzc5YsWWh/q0rmhoZGIJ06f2c30+OQpE29cu151505m1ry3Nq4tK3Omps1ZmZ+zecvW3j17Dnl1yLEjR+dmL1y7ernR2LLhF42NEydPHf7GawMHvjBhYkJ8fIuM9FRFUQAgdVZGhw7tJ04av3DhEm8vr+bNm9tsB1fk5wiC4Ha7fby9k2akGQyxLVo0P2A7+NbGtdTE4/FMT059oX+/gS++MG6i5aUXX3jxheenTE3q07tnSUnp1WtX169d5XCcS5udtXTJgg0b3+rTq9eQIYPq6uqmJEx/ZeiQ7s8+NWHSVH1oiCE2duSIN0NCgkeMGjd0yMvdupmmWKYnTp38wfYdgUFBhtiYUSOHi6IwcvTEpOkJz/XtVVdXj8hEUWCMlTnLk2fMypyTtmHD5k6dO0ybPmPnRx9++tnnQwcPeufd97e+s/HjnbvOF1wYP2704qXLVq3IE0VhSkJSxuzUDu3aiaKQNCMtIjJ8zuxZsizDX4bosFldTrveYDKaLcRl+BsQECqufFt8Yovsrg2M6OATbLh95Rt3fVVUm+fbPpssu2uvHN98++r3Gu8gfeyj7vt379w8JoheHXtn6Q2PA6LLWXDjzI6otv0ijT1Kzu0u/G5l/ONjWjwy4sI3ORXF33XqMzesmZlzCf5VIaIkSStWrnGcO48IoiguWmA9/PU3e/Z+1rJlC65QamrSd9/9cLnoysIF1j/96cAB28HZaSkZWfMSJk8gwIw52eHhYXfu3h05/PXOnTvl5uYvXjQvPDyMcy6K4qGvv925c1dDQ0NUVNTczNmbNm/58YefmjU3eHt7Jyclnj59Znn+6qjIyOiYqFmpyZlZ80tKSkL0+pp7NQvmzX3v/e3dn33mxRefr6urX7g453LRlZj/wR58AEZVpgsDft/vnDOT3k5C+kkCQ0mAUCzjgEivYhd1dW2oKAPSm4Aw9C69KnZZy6qACow0aSqdGQglIaQAmYS0E1Jn5pzv/TH3cu/u/XeV3XvXX+9/nichITw8bMK40V9u3vr2u++npaQWFRcPHNDPPnQI5xwApjtmp6e3fObZPy5evCwwIEBRlD179s6dM4NzvmDRGx5PcUnJteHDXo6Ojhkxauxd1jtGjxweFxdXX98wecq0Pn169evbe+To8QP69+nbu9e4CZO7db2ndev0ceNfCwoOrqqqGtC/7/PPPT15yvRePXvcd19/n0+bt2DRd98deOaZJ7/bu9/r80VHR3m9vjGjXt285aujR48rKcqFC9lTJk988623vV5vdLTs9frGjhlx6NCPX3y5pVmzNK7TqJHDUlIUACguuTZl6vQpkydevnxl3oLFiQnx166VjRxhb9m8+cgxExQlqby8PC019YnHB72xbMX8ubMEgU2YNHX4sFe279hZWFhYUnJtyJDB/fv20TQN/jZEt9OhelyyYrXY7MQ1+GWIDH11FQ01ZabAiNL873N+WBcQEtOm97SwmJZAnHN//XUPcR2ZeOHQyorLx5Na39ei03AmiGWXj17N2prU5gFZsQJRTVnu6Z2O8NjWTZrdc/GHN+UUa9PbnxVEMxGH37b6+vrsnIuaprXOSA8ODuac5+cXeDzFCQnxSUmJvJHJZNIbSZLk8/mkRqWlpdk5uYkJ8ampKZqm+Xw+k8mEiNDI5/dfvJjr8/nSW7UKCgrUdT0nJ7e8vDwlRYmLixVFsaCgsLikpEVzS2RkZE1NzbnzF5KTEiMjIxljmqYJjRBR1/UL2dnV1bWpKUqTJjGImJ2d49c0S7OmjDFRFKGRz+djjImi6Pf7AZAx1HXdZDIBYHl5We6lvPj4+BQlmYjy8vNrqmtatWopiiIA+Hw+oZHX6xNF4Qafz8cEwWwyVVVVnT13PlqWmzVrCgANDV5RFG5AxPr6hou5uSUl19aue3PJonnhEWFDXn71yT8MevihB92nz4SGhirJSVlnz01zzF66eH54RNiQl1/9wxODnnjisezsbE9RcUJCfFJSImMMAIjI5/OZTCZRFIuKPHl5+SmpKUmJCQBQXFxy9WpR06apQUFBjDG/328ymQDA5/OZTKaKiorcS3nx8fEpSjLnHP4uRLfToXpcsmK12OzENbg1jIkomiqLXFm75uiat2XnYU2adSOuAQAiQ8FEXMs98nbByU0xqZ1bdB5mDokhrl0vzUEmhMW0IK7DT1h1WbZanIWMBYQ0iUrqKAhmIg6/eYgoMAaIuq4TEQAIgoCIvBEiAgARISIAEBEiEhEAsEZEXNc5ACAiEcFNiMgYQwRd50SEiIwxROSNAEAQGCLTdZ2IEFEQBM45NUJEACAiAEBExhgi8kYAIAgCAHDOAYCIoBEiAgARISLcREQAwBoRcV3nACAIAgDoug6NEBEAiAgRAYCIEBEAiIg1IiLOOREhIgAQEQAgoiRJpWVlixYvu3L5qiSJ8fFxrw4fGh8fSwRExBgrKy9fvGT5lctXJUmMj497dfjQuLhYAEBE3ghuQkQiAgDWiDcCAMYYItJNiEhEAICIRMQaEXFd5/BzEN1Oh+pxyYrVYrMT1+AWIBN9dRXlhYcLXJ+Yg6Kb3vFseFwb4hyAEAUiXlORdyVra8Xlo7HNe6a0e1wKCCGuAwBjIiBy3Q83IROBOBFngsS5BkRg+F+NMdQ0XVWrACgiIkIURc453MQYapquqlUAFBERIYoi5xz+H0B0Ox2qxyUrVovNTlyDn4WIaZaBUQAAIABJREFUXNeuntumFp8WpaCopNuikm8zmcM41wAAUaitLLx85kvNWx0YntgkrXNItAUBiTgYDDdhIwCgRvDXsBEAUCP4fwPR7XSoHpesWC02O3ENfgkR99VVMlESTaGCaCauEXH4d6j76zRfrWgOFU1BiIzrGgCBwfA7g+h2OlSPS1asFpuduAa3ABEJAAgACP4rvIGAgAgMht8rRLfToXpcsmK12OzENTAYDIDodjpUj0tWrBabnbgGBoMBEN1Oh+pxyYrVYrMT18BgMACi2+lQPS5ZsVpsduIaGAwGQHQ7HarHJStWi81OXAODwQCIbqdD9bhkxWqx2YlrYDAYANHtdKgel6xYLTY7cQ0MBgMgup0O1eOSFavFZieugcFgAES306F6XLJitdjsxDUwGAyA6HY6VI9LVqwWm524BgaDARDdTofqccmK1WKzE9fAYDAAotvpUD0uWbFabHbiGhgMBkB0Ox2qxyUrVovNTlwDg8EAiG6nQ/W4ZMVqsdmJa2AwGADR7XSoHpesWC02O3ENDAYDILqdDtXjkhWrxWYnroHBYABEt9OhelyyYrXY7MQ1MBgMgOh2OlSPS1asFpuduAYGgwEQ3U6H6nHJitVisxPXwGAwAKLb6VA9LlmxWmx24hoYDAZAdDsdqsclK1aLzU5cA4PBAIhup0P1uGTFarHZiWtgMBgA0e10qB6XrFgtNjtxDQwGAyC6nQ7V45IVq8VmJ66BwWAARLfToXpcsmK12OzENTAYDIDodjpUj0tWrBabnbgGBoMBEN1Oh+pxyYrVYrMT18BgMACi2+lQPS5ZsVpsduIaGAwGQHQ7HarHJStWi81OXAODwQCIbqdD9bhkxWqx2Ylr8A9DZIy4DgbD/x6IbqdD9bhkxWqx2Ylr8I9Brnu9teUBobGIDH6TEBkgg/9AnIjDTcgEBCT4N0ScAxAY/n+H6HY6VI9LVqwWm524BrcMmcgEsar47LW8g03veA6REdfgNwYR66576tTLAAiAiBAclRoQHEPEARCIXy+76G+oAkTiuiCaw2JaCqZAIALD/9cQ3U6H6nHJitVisxPX4JYgMlZXdbWqOKui6JSvtjzO0j0ioV1gaBwRh5/gDYAIRAQERPCXEOG/IIJbgjcAIAAREBDBX0JEQAAEoBsACG5ArK0oLHR9VlpwiLhOXG9mHZySOYhzDZl4/dr5s98tqq+6CoBRybcltOwbmdhRkAKACG4BYwwR6Sb4ZyGiKIqaphER/GsgoiiKmqYREfz3YCPOOfxvhuh2OlSPS1asFpuduAa3AJEVX9zjubAzMrFDbXmuOTS2rOBHUQpI7zouOCoFALjm89aV++urRHOoOSRaEMxEHIDgJ8R1PxD8JwTGJECEn4VM5LrfV1fuq1cFMcAcEiNKQUQcgABvELjm89WV++orpIAIc0gMEyTiOgAIovla/veX3X9uuF5cd/1qctuHm3caioBc9188/FZ1Wc71a9nIWGYfh5xi5ZoXbgEiMsYqKyuLi0tCQkNjm8SIokhE8I9DxNra2u/2HbTZ7pSjojjn8D+NMVZWVn748NFu3e4JCgokIvhvaGhoqFTV2CZNGGPwvxai2+lQPS5ZsVpsduIa/BJEoarkrHvH6wnpA9Juf+bS0Xejku/I+X5NdVlO217T4lr0qrh6vND9uSgFoyBWXjkpBYQlt3041tIdkSETrl06kHv4TSIOjYh4cGRq6x4TJHMYEYe/A5GpntNXz21DxpAJFZePM9Gc0v7xuOY9GRM510rzvr967mvO/cHhyvVr58xBUWm3Pxsem07EkYmXz2z21pTWlF8sKzwc27RbRo+Joim4OGdP+ZWjiKzo/PbAsMQO984PDI0l4nBrPvjo4y1bvgoJCamtrbXZrMOHvRIcFAREyJjf7xcaEZHf7wcAQRAAQBAETdN0XRcEAYB0nTPGBEG4fOXqqNHjHdOntMtsS0SIqOu6pmmCICAiY0zTNM45AAiCIIoiAPn9GgAwxjRNAwBRFDnXGRNuICLOuaZpcJMkSS736Vmz5y1fujg+Po414pxrmkZEoigKgkBEfr8fAARBQETGmKZpuq5DI0SUJAkROKcjR4998eWWiePHyLJMjTRNAwBJEhGZpmm6rsPvHqLb6VA9LlmxWmx24hr8EiZIBac+zflhXXSKLaFVv4qrJ1Lb/+Fa3oG6qiup7Z/QNa/bOb3+elFm35nRqXed3bvoStbWwOAm7e6dExbdQtd9Fw6sLM3bzwQTNOJca5LWpcXdwxEFAIK/BZlQU5Hv3vG6v17teP8b4bHpZ/bMv5r1VVBEcmbfmaFyWt6JTXknPgwKi2/Te1pYTIv8Ex9lf78mvElGm15TA8MTSPdn/7g+LKZFVfGZK2e2RCa0b9tvBun+nB/WxbfocyVra2neweiUTm37TGOCCYDgl0iStHPn7gWLls6ZPd3WuUtVRWlefkHTtNRLefll5eV5l/IG9O+beynv8OGjUVGR9983UBSF7JyLVWqV+/SZvn17Z6S3Onf+gigIluaW/PyC+vr6yIiIkaPHO6ZNiYyM2L7j24qKim7du97Wof25c+cr1aqsrKz+/fokJiZyzk+53AcP/hAQaH7owfv9Pn9xcUmH9pk656dc7pSUlIL8gkPf/xgZGa4kJ1utdwQEBBARAEiS5HKfnj13/vI3FsfERG93fnvmzNnMNm169erOOR089P2pU+7EpIQH7ru3ocF7KS+vtLT04sW8gQP7paakcM4ZY1VV17d89XVNTc19A+8NMJuzzp5r1arFDz8c9nl9UVGRd9/diYi2bXdeverp0b1rZmYbXdfh9w3R7XSoHpesWC02O3ENfgky8dqlA2f3zOd6AxPMghgQHtc61tIjJrWzaAqoKrngcr6ueavb9poWndrp/P43rmRtFcSAzH4zoxXr9bLsy+7P025/zhQQTqQDEQFnTGSimTEJ/hYinYhXlZw7te01BGw/YF54bMbZfYuvZn0VGB7frv/c+qqis3vm67q3ZZcRSa3vB6KS3O/O7l1Iup7ebVx8yz7e2vLsQytTOzxZVnj44uG3giOUzH4zruUdYkyITrG5d0yrUwtTOz7V9M7BQARA8LOw0Zixk5rExrw+9bXc3Fxvgzc6OjokJNg+fNTlK1effuoPd9zRcceOnXHxcTt27GydkX7fwP6v2Efc1rGDyWy+mHNx7doVGza8HRgYMG7CmA3r3yrILxw5YtjQYSOnT5tcUFCYn1+g6/q3O3evXb18xco1x46ffPjh+x964L7ExMTKyspNf/o0IiL8yJFjZrP5kUceWrBwydrVy+vq6iZPdTz88AOff765X7/eH3/8WbvMttOnvWY2BxARAEiS5HKfnjN34Ypliz7/Ysve7/b36NFt2zc77n9gYN/ePf/8xebEhPjPv9zSt3evjh3avzz01X59e6tq1fXq6nVrVkiSyBibN39RaWl5p87WFpbmDd6G9Rs2jh87+ttdu48cOXqttOyD995655331arrbdu23rz5qxmOqRnprXRdh98xRLfToXpcsmK12OzENfglyATi+pWsrVeytjTUXCPOue4VTcEt7x4R37Iv17zXS7OJeHhsq8qrp87ve6O+pkROvrN1j0nm4Oir576uryqOb9XPX1chBUUEhDRhghmAV145efXcN0QcAOEvEOlRiR0TMwYS16pKziJieFyb2spC97fTvTXXUjo8ldLu0bPfLS65uCc4MjWzjyM4Kg2Ais59c+HgCiJodc+opIyBavHZQvenLbuMLM07dH7fUikwPLnNg3XqFYttyPVrF7J2zeGkpd8zJr5Fb841+CWIqOn6y0NfvadL52f++OTiJct+PHw0ISF+1sxpEyZO7nL33S+89AL3+0pLy0653F99vY1z/uILz02bPmvNqqUBAYFDXhk2c8a0rVu/NpvN4yeOXb/uzfy8gtGjXh06bOT0aZPbtM44cfKU65T7/Q//tGTRvI82fRIXHztx4ji/18s5Z4zV1tYePXb8wIFD589nL1u6aNyEyU89+Vh1de0PPx7ues/d27Y7ly9dNM0xq1Wrli8Nfs7r80EjSZJc7tPz5i+eNnXSdMfs4cNf6d6z/2effPjZn7947503KysrT5x0ff7F5vi4uIH39l+4ZOm7G9cXl5S89tq0t95cGxYWiojz5i85f+H8lMkTM1pn7N93YM3a9evWrAgODh49ZsLtd9zWp1fPp54Z3Ld3r7S0lLc2vvvsM3986snHfT4f/I4hup0O1eOSFavFZieuwc9DVldZUHHlRER8W3NIbO7RjQEhsdeLs8oKfohr2Te961gmSohi9bXznpyd5YVHpYBQOdka37K3OTiaa96svYs073UpILymLLehtjQ8ro3lriGhctOKy8dKC35AQPhrRDwq+baYlLsIgDGptOCHsvwfVI9bkAKVdoNim97jq1dPfj2hujxXVu5s03OyZA4DoJwfNxS6PpUCI9v0mhqt3Hn17DfVZTktOw8vLfwxa/dcrnnNITEtO78anWq7dPS9S0feNofGZvaZHh6bznU//BJEZIxNnuLQub5owRyv1/fd/gPr1r21euUbs+cu6Nen94MPP5B9PnvCpCkdOrQr9hQLgjB48LPzFyxe9sYiQWDDXh3z+pSJW7/eHhhgHjdh/JsbNuRdyh81cvjQYSOnvz55u9N5+nRWxw4dtn71zaKFcz759POM9FbPPftHv98vCIKnuHjipNdTlGSd87y8/Hc2rnvv/Q8vXMjROe/RvWtiQsLrjpktLM01TRs7dmSzpmmMMb/fT0SSJLncp+cvWDJh3OgZM+dMnzbltjvv3LHtm3fe+9D+8ktvLFvR2WY7c/ZsclLSvQP6rVq7ft3q5Z4iz9RpM9etXREaGgoAPp/vgw83ff7FlpdefD45KWnlmnXrVi//8+ebjx49tmLZ4stXi55+5oX+/fvExsYyxK5du6SmKJxz+B1DdDsdqsclK1aLzU5cg5+DgJB9aHXBiU0JGfda7hpS6Pqs6e3PqcVnTn87XWn3uMX6Qm1FfknuPl1rCAiLD45UgsKTTAHhRBxR0Hw1xTm7w5q0DIlqev3a+aw98xuqi+Na9G51zxjJFAyMwd9CXCeuAQARlV8+WlV8pqzwMBCXlTvTOj7FuX7y6wnVZTmxlh4Z3SYIUoCvvvLUtinXS840adY9o9s40RyW8+P6gJAmKe0GqZ7Tp7+dUV9dorR5sHlnOxCd2TOvJGd3ZGKHNr1fNwdGEelwC0RRPHLk2NgJr7085IX77u2/bcfOTz75bN3aFVNfnzGgX99BTwxybnOuWLlmw4ZVG99+r7CgcOgrL82cPW/1ymWiKAx55dVZM6ft33/wxEnXxAljpkx1KEryaxPHvTjE/vqUiUuXrxp4b//WrTOGDR+1ZPH8TZs+Tc9oNeTF5/1+v8lkOnL02JSpM9avXb5rz76vv9626aN38/Pynxv8cnh42Afvbfzx8JG1697s2KF9Zmabewf0q66u+WbbjocevF+WowRBOHnKNXPW3DeWLJw9d35aSspLL72wYOHiqMiotLSUb7Y7Vy5bMmfuQkFkDz1w/9IVq95+c21RkWfSa69vfGtteHi43+/Pzs5JTkpau/6t8oqKhx68b9Xq9WNHvzpx0uvPP/9MJ9tdoaHBI0dP6Ne396BHHyotLYuIiAgODiIi+B1DdDsdqsclK1aLzU5cg5+FKBSe/jzn0Jq4Fr3iW/WvuHwkodWAgpMf118vSu8xsbYiP/vgSs1XYwqSBSkAgEjXOWlK5qMJrQYgIgACcQLS/Q2ntk+uvHoyLKZVZr8ZASFNiOvwdzDBBIik+wGQCVLBqU+yv18DiOldxya06p9zaE2B6+Oo5Dsz+zhEc0j+8Q9zj7wdGtMio/u4sCYZNeWXsnbPSUi/V8l8uKaiwLV9MiDL7DsjJKppnVp48ptJtRX5Ca36ZXSfQEBABLdGFMV9+w68896HtbU1iOy+e/s/8uhDmzZ90r5d5h133FZRWblo0bKSayUJCfHprVp1slk3b/36uWeeQmTvvPfBow8/yInPmj2/tra2TdvWLZs379O758a333ts0COnXO5Nmz5OTE4KDgp65umnDh36ITExoVvXLpqmMcbq6upWr1mfdfZcWmpqbFyT5599WhCEpctXhoaEDh/2ypebt/7p40+7du2SlXVO07Rh9pe//HLLiy88Hx8fBwCFhZe/3Lx18PPPXL1atGjJMlVVmze3jB09knN9waKlNTW1SYkJbdu2btum9Y5vd704+NlKVf3ssy9eGPxsUFCgrvP33v9oz97vgoKCRwwfGhQUuHPXno4d2q9eu54xFh4WPnbsiLKy8lWr1/v9/qjIyHFjRyYmJnDO4XcM0e10qB6XrFgtNjtxDX4eou6rKzq3reLqSc3fQKSFRjUNDIuPbd7DHCSf27/02sW9TJCICBoRcUEKSO82LiKu7bXcfabA8Kik25lg8jVUndo26fq183LynW16T5VMIUQc/m+IXPNdydpaV3U1pd2goPBEZGKh+/OcH9YCUfNOdqXdow3Xi/NOfFBecCQy6TZkTPWcjkpsn9Tm4cCwuOKLu0ty9laXZgeGJyrtHotK6ph37P2wJi1jLT1KLu69dml/VfFpzrXAkLj4Vv0T0vszQQIiuDWSJHHOVVUNDg4ODAjw+nxms0nT9BsYQwCsra0NDw8HAE3TJEny+XwAYDKZ/H4/Ami67vP7w0JDiXO/pplMJr/fzxirra2VTFJgULDf6xVFkXOuaRo0QkTGWHVNTVhoqCAIXq8XAMwBAQCk+bU58xaWlZW/NnHcN9ude/fsW7N6WYQc5auvJyIAYIxJkuTz+RhjnOvV1bUR4eGcOABwzusbGiLCw4lI0zRJkrxeLyKaTCafz0dEACCKQtX16sCAAJPJxDmXJEnTNNFshhuI+70+xpjf76+urgkPD0NEzjn8viG6nQ7V45IVq8VmJ67BL0FkgKj76i4dfz+8SbqsWAUpAACIa1zzEXEAhL+EKEpBnuxvz323yBzSpF3fmeFxrYtzdmftmU/c36Lz8MSMgcR1+FsQhVq18PjWMb7aslb3jFYyH/X7qs/tXVycszsoIqlt3xmhchoQEFD99eL6qisoSMERiikoChGJa5q/nrjOmEhcRyYIUiARRyYAke6v51xjTARE4joAiKYgAIR/BDaiRvDXsBHnHP4ObMQ5h7/GGKNG8LdgI845/DVBEAoKCj/86OOCwsuxsTF/fOrJli0suq7D34KNqBEAYCPOOfwsxhg1gr8DG1Ej+N1DdDsdqsclK1aLzU5cg1uAyDRfXd7xDxLS7w2OTCauw79BRACC/4QABIAoqEWuM7vnMUFq23uq5qu9cHBVQ3VJctuH0zo+hYIEQPC3oearPbtnfvmVo+ldx0Ul3X759OeXz2wOCI5pZh0ck9YFiMNP8AZABkBAPwEg+AkCwr8jACAABCD4CQLCXyGC3zPGmGQyASIQaX6/rutg+Ochup0O1eOSFavFZieuwa0hrvu91VJAGCKDW4CI10svllzc4/de17y1psCIJs26RSa0Q0QiDn8fouCtLS264KxTrxBppOthTVrGWroHhMYR18Bg+JdAdDsdqsclK1aLzU5cg1uGyIg43DJkAqKg++sAUJACiThxHYDglyAyZKKueYn7BSkQUSCuEXEwGP5VEN1Oh+pxyYrVYrMT1+BfDRFuIIJ/FCICEAEAgcHwr4XodjpUj0tWrBabnbgGBoMBEN1Oh+pxyYrVYrMT18BgMACi2+lQPS5ZsVpsduIaGAwGQHQ7HarHJStWi81OXAODwQCIbqdD9bhkxWqx2YlrYDAYANHtdKgel6xYLTY7cQ0MBgMgup0O1eOSFavFZieugcFgAES306F6XLJitdjsxDUwGAyA6HY6VI9LVqwWm524BgaDARDdTofqccmK1WKzE9fAYDAAotvpUD0uWbFabHbiGhgMBkB0Ox2qxyUrVovNTlwDg8EAiG6nQ/W4ZMVqsdmJa2AwGADR7XSoHpesWC02O3ENDAYDILqdDtXjkhWrxWYnroHBYABEt9OhelyyYrXY7MQ1MBgMgOh2OlSPS1asFpuduAYGgwEQ3U6H6nHJitVisxPXwGAwAKLb6VA9LlmxWmx24hoYDAZAdDsdqsclK1aLzU5cA4PBAIhup0P1uGTFarHZiWtgMBgA0e10qB6XrFgtNjtxDQwGAyC6nQ7V45IVq8VmJ66BwWAARLfToXpcsmK12OzENTAYDIDodjpUj0tWrBabnbgGBoMBEN1Oh+pxyYrVYrMT18BgMACi2+lQPS5ZsVpsduIaGAwGQHQ7HarHJStWi81OXAODwQCIbqdD9bhkxWqx2YlrYDAYANHtdKgel6xYLTY7cQ3+SQg/IfgrCDcgAAEAwV9BQAAi+BmIjIkAwHU/GAy/KkS306F6XLJitdjsxDX4ByETERnXvZzrjInQCG9gIuca17wAyAQTYwLnOgABIkNB89cTcVEKBAAiDo2QCcR1IAJEAPJ7a8ryf+C6NyF9ICIDIDAYfiWIbqdD9bhkxWqx2YlrcMsQGSDWqVcqi1y1akFwRGpci15MEBFQ17yVRa6KK8e47tO8tYIpMNbSIyK+LUOB6/5reQeqy3OJ65I5LLH1QMkcCkRMkNSSrOsl52Ob9zQFhGq+uuLs3RePvJXc5sFmdzxPxMFg+PUgup0O1eOSFavFZieuwa1hTPQ1VBWe/qI072BYdPMmzbqFyKnmIBmQ6Zr30pG3i85tb9Ksm9J+UE1pzoWDK5hgyugxSU6+o/DUJ/mnPm7ZZYQgBpzZOTulw+OpHf/ImFDpOV1w4k9xLXs3SesCQChIlVdOnNk1p2WXEbHNunLdDwbDrwfR7XSoHpesWC02O3ENbgFjYk1lwYWDK69fO9f0zsFKm4dQkIhrxHXGRE/2znPfLRJMIR3vWxwel1Fbnndq+9Sa8ostOg+PSet86ptJTDB1HLiwVr3s2j41Mqlj297TVM/pQtdnSW3ulxUrcQ0ABNGcd+LDq+e2t+s/KzgihbgGvyVms1nTNF3XGWOSyeT3+TjnjDFJknw+HxHBTWazGYi8Ph/8XxhjkiR5vV4AEEVRkCRAhBuIgHMA8Pl8RAQAJpOJc65pGhh+JYhup0P1uGTFarHZiWvwSxCZr17N2jOv/PIxpd0gy52DAW9gyETiOjLx0tH38o6/L4jmZtYXkts+Ull0yrX9dckU3KbPNEEMOPn1+OCotPb955Rc2n9u74LU256OSGh32fVZUusHolOsXPcDIBFdL8nKO/Ght7a8eaehUUm3AXH4bUDEhoaG9z/YdHfnTpnt2hYVFb373gePDXrE0sxytajoiy83Pz7o0aioSCJCRE3T1m/YGBoW+swfnwQAIoKbRFG8cCFn3779Tz/9ZEBAwPbtzs1bvyYiABCY0Lx5s9DQ0Kf/+Aez2UQEH3/yWXJycpe7O+m6DoZfA6Lb6VA9LlmxWmx24hr8AgSE/OMfXTr2nmQOTci4z1tbWldZEBieqGQ+EhrTkiErv3Iia/dcX4MqiOZo5S5ggu6tSenwRERcpuarPr9/WU1lfnPbK1fObAaimLRO5YVHlPaPRSZ05LqPuA5AAMB1H3ENAJGJTJDgNwMRiWj02IkpyckTJ0/c/s03T/zh2SWL5784ZMiWL7/4aNPHG9atCgoKIiJJkk6fPmMfPloySe+8tV5RkjRNg5vMZtPOXXuXr1j94fsbQ0JCLl++UlBY+O77H2l+/0svDvb5fHPnLVyyaF6Hjh2Krl59eeiIiePH3H13J5/PB4ZfA6Lb6VA9LlmxWmx24hr8LGRCfXXJmW9nXL92PkRultrxKSaYLh1953ppdlRi+9Y9pwSGxXHdl3fiT5fdn+v+Oq77mBQQm9bVctcL5pAYIPDWlpddPsI1nykwguvesoLDcc17EtcbastCo9LC49sgCgAEgIDwEwIAgt8Sk8n0p48/27HDuX7dqnXrN37x5eYOHdsvWTR/wcIlAmMTxo/RNA0AJElavXZDaWnp1SJPz+7d/vDEIJ/PBzeZzabde/atWr3unY3rgoKCEFEymebMWeD1emfOeN3n8w8bPqpNm4yRo0ds3bz1088+X7VyaXBQEOccDL8GRLfToXpcsmK12OzENfhZTJAqrpw4s2u2r74y9banm1tfBIALh1YXnvpECoho23daUETKpSNvV1w9mdbxKa77is5tq6nMI12LbdatVdexgikQgQFjQFSW/70nZ1dUYsfinF0hctPI+HbZ369JznxEyXwUiMNvmCAIubmXxk2YPNMx9Z33PmzdOn3v3n3TX5+8aMnyJx5/tHevHj6fDxFra2rHTZpsf2VIXl7ezl17ly5ZIIoiEUEjs9m0e8++VavXvbNxXVBQEBGJojh33iKv1+uYPkUQhI8//fOWLV+9uX71jFlzLc2avTzkBZ/PB4ZfCaLb6VA9LlmxWmx24hr8LCZI1y4dOLt3Ade8LbqMTMoYSFy7cHD15TNfBIQ0adNneln+9/nHP4hKvqNt72nm4Oia8ktn9y5Ui88ER6W16zczKDyJuI5MuHZpX3HObiVz0JWzW8vyf+gwcJEpKOLYlyMCQ+Pb3ztXlAKJCH6rENHn840cPT4jI/38+Qvjx42eN39Rx47tjx07MXvmtMSEBMCf/PDj4ZeHjuje7Z7q6upjx05++skHrVq2ICK/3w8AZrNp9559q1ave/ft9UFBQZxzURTnzlvk9Xod06cwxgoKCkeMGvfi4Oc+/uSzqVMmtmzZQtd1MPxKEN1Oh+pxyYrVYrMT1+BnMUGsLHKf/namv6EqvevYxIx7ffWVp7ZPrSxyxbfo06LT0DO7ZldcOZ7QakB6t7HIBAA8u3fh1bNfxTbrntF9vGgKAYTi7F3X8vY3vf15U3DU8S9HAlDHB5Z5a0pPfj0urElGZl+mKtlsAAAgAElEQVQHE01ABL9hkiStXrP+vQ82dbuny/z5s954Y8Wnf/68d88eM2dOq6+vz8291Kxp08VvLKusrHzwgft0nW94c2PXLl0ef+LRkuISi6UZY8xsNu3a/d3KVWvffmtdcHAQIoqiOGfuQq/XO8MxlYgjsmmOWd99d8BqvX3u7BmCIBARGH4liG6nQ/W4ZMVqsdmJa/DzkHF/Xfah1VfPbUvMuM9y10tFF3bkHt4Y1iQ9vevo4MiUi4c35p/YFBKVmtFjUnBEUvmVExcOrDAFRqR3HR3WpBXXfcU5e8oKDje9/enQ6OZ+b/Xpb2fUqYUd73+jJHdfwck/tbj71fjmvYh0+G2TJOnwkaPPv/DK5Enjnnnu2d07dw61j5w/b9bDjz50MTtn2vRZL704+J133x/6yks2213A8NOPP921a2/Xrl0OHvx+/rxZQUFBoij++OOR4SNGJyUliaI49JWXevbqvnjRMr/PN2HCGM51UZS+27f/xSHDFsyd+eijD/t8PjD8ehDdTofqccmK1WKzE9fglyAyv/f65dNbqkqypIBwrtWHx7aOa9nHHCQDcc1fV5y9q6zgRxQkU2CE5qsNi2kZ17yHOTgGiGorC4tzdsa16B0SlcJ1DVG4XnrhctaWgOAYX32lnHRbTNrdAAhA8NtHUN9QbzabGROIeENDQ0BAACJyzhsaGiTJpOtaQEAANCKihgavIDBd1wMCAhARADjndXV1DQ1eAAoJCQ0IDPD7fAAgSRLcVF9fHxAQgIhg+FUhup0O1eOSFavFZieuwa1Axpjgb6jWtXrJHCpIQcQ1Ig43IDIm6VqDv6EKAE0B4Uw0E9eIOAAgMmQicY2IQyNkAtf9vnpVMoeKpiCu++H3gzFGjQCAMUbEieAGRIRGRASNEBFuIiK4iTEGjagRIgIAEcFNjDFqBIZfFaLb6VA9LlmxWmx24hrcMkQGgAQciOC/QERgAERAQAQ/DxGBEXAgAoPhNwHR7XSoHpesWC02O3ENDAYDILqdDtXjkhWrxWYnroHBYABEt9OhelyyYrXY7MQ1MBgMgOh2OlSPS1asFpuduAYGgwEQ3U6H6nHJitVisxPXwGAwAKLb6VA9LlmxWmx24hoYDAZAdDsdqsclK1aLzU5cA4PBAIhup0P1uGTFarHZiWtgMBgA0e10qB6XrFgtNjtxDQwGAyC6nQ7V45IVq8VmJ66BwWAARLfToXpcsmK12OzENTAYDIDodjpUj0tWrBabnbgGBoMBEN1Oh+pxyYrVYrMT18BgMACi2+lQPS5ZsVpsduIaGAwGQHQ7HarHJStWi81OXAODwQCIbqdD9bhkxWqx2YlrYDAYANHtdKgel6xYLTY7cQ0MBgMgup0O1eOSFavFZieugcFgAES306F6XLJitdjsxDUwGAyA6HY6VI9LVqwWm524BgaDARDdTofqccmK1WKzE9fAYDAAotvpUD0uWbFabHbiGhgMBkB0Ox2qxyUrVovNTlwDg8EAiG6nQ/W4ZMVqsdmJa2AwGADR7XSoHpesWC02O3ENDAYDILqdDtXjkhWrxWYnroHBYABEt9OhelyyYrXY7MQ1MBgMgOh2OlSPS1asFpuduAYGgwEQ3U6H6nHJitVisxPXwGAwAKLb6VA9LlmxWmx24hoYDAZAdDsdqsclK1aLzU5cA4PBAIhup0P1uGTFarHZiWtgMBgA0e10qB6XrFgtNjtxDQwGAyC6nQ7V45IVq8VmJ66BwWAARLfToXpcsmK12OzENfjH4A0EBERgMPzvgeh2OlSPS1asFpuduAa3BpEhE7nu17UGQTQz0US6RsThb2GChCgAEPw75FwjrsFfwRsAgIgACH6CNwAAEYf/gIiAAEBAQAT/AREBAYCIAAARiAgAbwAAIgIgQERAIgIg+O9BRCKCRohIRNAIEYkI/gIiAgARwb8eY0wQBL/fD38HY0wQBL/fD/8gRCCCn8cYo0aIQAS/c4hup0P1uGTFarHZiWtwCxCFhpriktz9deoVzVvNuT8spmVCen9zkEzE4S8hEtc9F76tLs1GxqARcR6daotW7iQiuIlrPs1Xy0kzB8nIBCAirvt91dzvNQVFMsGMiACo+Wp9dRXIBFNQpCAGEHFEBGS6r95bV4YomIOjAVH31zPRDJz7fTXENXOQzESz5r2u+erNQZGADP4biMjn85lMJkQEAJ/fL4kiIgKA1+eTRJExBo0Q0efzIaIkSUQE/whEBAAigluDiJ7i4lOn3D26dzWbzUQEf00QhJyc3PyCgu7d7mGMERHcMkQkIvhZpaVlZrMpPDwcAIgIft8Q3U6H6nHJitVisxPX4JcgE6pLc7L2LkBkbXtP07V697cz6tUr8a36tbx7hCAFAnG4CZlQV3XFtW1KdXkuYwIAEBFjUuuer8W16E1cAwBE5vdWF53fXpy9q6G6OK5Fn2bWFyRz6JWzX+V8v84UFNGu76wQOc1bW3713DeVRS7JHFZVfEYKDLfc9bKcfBvXvMU5ey6f2SyaQwJDY4lr/oZqXfO26Dys8srxouxvG6qLYy095eTbLp/+sqY8N63jM8ntHgYi+Kcwxurq6l6bMn1Avz4D7x945vTpkaMnOKZN7tKli9vtXr5i1UzHtCZNYjjnAmPXq6uHDhsVGRmxZNE8SZKICP6aKAqCIBJxv19DRMaYpmmMMclkOn7seM7F3EcfeYhzjoiiKCKC369xzgVBQETGGAD5/RoRiaIomMzfHzi4bPmq1auWRUVFMMYQmaZpuq4DgCRJTAr44rPPvtm+Y+XyJaIoEpEgCIgoCIxz0nVdkkTOye/3I6IkSYio6zoReTzFO5w7n3h8UGBgAAJwIs65IAjUSBAExpiu64vfWGFpmtanT8+PP/n8wQfujYmJ4ZxrmgYAoihwTpxz+N1AdDsdqsclK1aLzU5cg1/CBKnA9dmF/cuColJvv3+pFBh2attrFZePhzdJz+w/yxwcTVyHmxgTi7K/rSo+G51ihRuIExETxNCYllJAGBDBT5DrPt1fdyVr66Vj7wdHJGf2mxUclXrhwIrL7s/D49p0uHceAJ4/sPRa7j5Lp6FJGfed2vZaeeHhpDYPtbpnVMGpTy8dfSdUbt6m91QpINy1Y0pF4ZEmzbpl9JhIulbo/nP+qY9N5rCEjHvLC49cv3Y+rnmv1j0moSACEfxTRFGcMXOu3++fN3/2p598NtQ+8rVJ48ZNGP/+e+8dOHBo+dJFoigSkclk2vvdvqXLVnm93oXzZ2dmtvX7/fAXBIGdOuXeu+9AclLifQMHXC3ylJeX33nH7fkFBSUl1zZ/ufXw0eNjRr/ao3vX69XVX3+93a9p9w7oqyQnZ50921DfcPT4yZiY6Hv79zWbTQcP/nD85CmTJH3//Y+rVi41maSvv9l+9aqnR/eumZltOOc7d+25mHuptromr6Bg+dJFoigCwPkLF+rq6o8dO5GWmtq6dfpX32xXkpP69+tTXl7x7c5dRUXFtk7WTndZ33v/o9Vr1786bGjfPj2LS67FxcbGxcWeOZMVFhYWGhp68eLFvILCaDkqPCw8NDTk4sXcaY7Zzz7z1D1dOvv8/g7t2zHG3O4zkVERSnIy5xx+HxDdTofqccmK1WKzE9fglyCyWvXy5dOfh0SlJbV5qKY899S2yd6astTbnky77WlkAhDBv0Pi/pzDG2ObdolMaK9rDZI5BAA510j3E3H4T4hMuPjjhvyTm8JjW2f2nSFIgWe+nVVW+ENi6/vT7xlzJWtr9qGVQeHJHR9cxrWGU9+8Vn+9qFXXMcERimv7FH/D9VZdRiW1fbCu6spp54yqkrNN73iu2R3PEmD2oVWFrs8iEzukdxt38cc3q4qzmt7xbEL6vUAEQPBPkSRp1+69G97cuG7NitVr38zNvShJ5mVvLJg1Z36zpk2HvDTY5/MBAGNs9twFiQkJ+QUF0dHRo0bY/X4NbpIk8fsfjqxctfbBBwYeOHDI0rxZrx49Jk2eNmH8qI8//fyO2zuePOU6evT4kBcG9+jZbf78xc1bNGPIXO7TbyyeP3fe4qyzZ3v17O78dtcrL78YFxs7fcacvr177DtwkBO8/86ba9dtqLpe3bZt682bv5o7Z0ZOzsUVq9YO6Ndn85avFCX5rQ1rBEEAgAkTp56/cOGeLp13OHfFx8e1b5e5w7nTMW2KzjX36TPBQcFffLll1sxp33//45tvvfvUk4899OD9i5Yse+iB+wbed++YsRPatm2T2bbNc4OH9OrV4+H779+2w2mxNAsMDJgzb+FDD95/1513rn9r48J5s+Vo+ZWhI0aPGt65k83v98PvA6Lb6VA9LlmxWmx24hrcAkQBGaupyK8pzy264KyvKkpIH5CUMVAwBQER3IQo1FTmX9i/LFhu6q25pvlqA0Ni49MHRMZnEulMkOAmIq75at1OR8WVYwkt+6d3H1dfVeR2TqutLGjReXhi+sCs3XOvXdoXHJUWndqppiyXgMe36BPbrGv+iU2Xjr1nCoxoP2BueGzr8ivHzuycpfnqMrpPiGve0++tdjunVV45npAxsFWXUd7acl+DGhKZgkwCIPhnMcZKSq4NHzH61eH2P3/+Zb++vTf96ZMRw+3r39xoH/rynXfc5vf7GWPXrl0bOXrCuLEjCwsvf/rZF29tWB0cHMw5BwBEFARhztyFLvfpPzw+6PiJkzkXc999Z8M773ywbsObPbt3W7x4/pYtX+/9bt+a1csOHvh+wqSpLwx+luv6+x/+adnShR999ElqqjJi1Oi5c2YTEQLUNzTMmj17p3PHhrfedrw+ZeTocb169khLS9n49rvPPfP0iZOnFCV5xKixH7739u69361euVSSJCIaN36ypXmzESNfHWZ/NTU1ZfyE8SNHjGzRosWwYS+7Trqyss6//e67E8aPSUpKmjZ91ro1K4KDg14e+uqgRx667/6Bo8eMb9u2TUZ6+oxZczZuWJuQlDBy5Lh2mW0H9O87bPjoBfNnNW3WdKh9xO23d2yalvbWxndWr1wWGhrCOYffB0S306F6XLJitdjsxDW4BYjM763JP7mpsuiUt/paVPIdSa3vC49rTVyHv8CYeC3/UOmlA7GW7oIYkHfiw7KCw0HhSW17vx4a07ymPE/XGhCRAILDE731lae+meSrr2zR+dWUdoNK8w6d3jUTANr2fj2sSYbbOb3yyvHQmJZNb382ODLFHBrDmMg13/kDyz0XdgSGJXa8b3FgWPzlM19eOLgyICQ2s++MsCYtayryXd9MbKgpbd5paHLbhwEIkXGuARH8NyAiEU2eMl3TdW+Dd+aM12fNnmcym69fv75g3qzw8HDGGCJ+uXmrY8acDh3aeX0+16nT69et6NLlbuLc5/Nho6mvO3Jz8/r27a3pWrO0tJ49u3/19Ta7feRLLz0/Y6Zj04eb9h88tGbVsp079zhmzv7DHx43m0zBwcH9+vaaO39xm9YZg198bvGipfX1Dd6GhrCw0AmTJvz4/Q8rV64ZM2bEqNET+vTpGRsbKzDWpUunxUuWd7JZnxv80ubPP/t62/YVyxZLkkREEyZNbZfZ9vln/zh+4hRL82YvD3lx/PjX0pqmmk2mbTu+vefuzl9/s23c2FHx8fGOGXPWrFoWFhb6in3EY48+PPCB+8eMHtumTeuM9PSVq9asXL4kPCx87ITXMtu26dO756sjxs6d40hv02bzF19+uXlrZERk8+bN7EOH+Hw++N1AdDsdqsclK1aLzU5cg1+ATJAAgOs+4rqvoerCgRWleftDoppl9p8ZFJ5InMNNiIKuNSCiIAYgEzw5u8/uWUDc38z6UpNmXV3bp3hryxAQBalNrym6v/70tzORsba9p0XEZ+Yeefvy6S+CI5Iz+80MDE88t3dR0fntIXLTdv3nBoUneOsrr57ZEh7Xtqzwx0LXZwHBMe0HzA0MTzy3b3Fx9u6IhPbt+jpMwdGleQfP7JqFyNr2cUQl3UZcg/8hJpPpw4/+NPG1aS88/8zMWY71696cMXPO8OGvTJ48oaS4ZPOWr/r06jlv4ZLWGelPPjGIcz5/4ZIAU8Cgxx4+cybrkYcfNJtNgiC+8+4He/Z8t2jhHFEUfX6/z+sbP2lKn149Nm/9ZtKEsZWVle9/8NHK5Usq1apx4ydPnjSuffvM8vKK2Ngm4ydOzWzb+uWhL82bu8Dv1xIT47dv/3bBvNlvbXz3+PGTb25YPWnytD69ew569KHSsvIYWV6+cvWlvPwpkyfOnrOguvr6++++JYoiEY0eO7FdZtshLz4/cvR4S3PLq8OHjho1LiU1JTs7p1Wrlg/cf+/gF14ZN3ZkWmrqyNHj586Zmd6qxZhxk1IUpU+fnq/YR74yZHDrjIzFbyzbsG5VRHjEiNHj2rXLvP++Ac8+99KY0SO63nN3VVXV08++WFpW9tEH77RsYdE0HX43EN1Oh+pxyYrVYrMT1+DnINd9akkWohARm8EEEyBcOLjqypnNghiQ2W9GVNLtQBwAiXRA9DdUe2vLgsISmGhmglCSuz9rz3zS/Rbby7GWbsXZu4n7gYBJAfEtetdWFrp3vO5vUMPj2oY1aXX92nm1+ExMaqfWPV+TzGGqx31u3+KaivxQuXmInOb31oQ3aam0e6yqOCtrzzxvbXl4bHpIdPP6qqsVV08EBEcntXlQTu1Ulrs/5/CG4Ail4/1vBIbGEnH4HyIIQkFB4eI3lj/5xGOdu9x97uzZlSvXvPjicx1v63jl8tW3N747YEC/vfv2D3rkodTUFMbYkaPH9u8/mJHRKuvMuZdfeTHAbEbE6uqaNWvXu09nmUzSww89EBoakp2d88rLL/758811tXU9enR1zJoXFBAwdcrEHw4f/fTTPwuC2KJ5s1EjX9285avkpMRuPbp9tfVrXde73N15wcIlObm5mW3aNGkS8/xzT2dlnVuz7k2/3x8VGTlh/GhBwBmz5ldUVLRq1TI1NfWpPzwmCAIAbPrTp0pyUrdu93y46eO4Jk169erx4Ucfx8fFBgSY167fGB0dJcvy/QMHtGjRfN78xdkXL06dPLGurnbhomXR0fL/aQ8+4Kwoz8UBv+83M+dsb0PbBQ5tgN0FRJB4PPYkFmwkGhMTjV1EhyIgIN2BpUkv0gQ0lihEURQVD4pGNMSGMEPZXXofysIOnG3nzDffe83m+vsnuclN8k9yNb98z9OyqOi7V17evEXzdevW33fvnRkZGS/8cmWkdavLL7909uz5H2/aNHzYkMsuu3T48FEHDx1+7hfLGGNEBP82EJ245bm2HokaMZMEh7+MMfX0kS+d+HhFDXW/bkpu81K/IbH9vUlVBzdl5rfpfv3UjJyiurNHhAgy81tRwCs3La468JvWXW9u2+NngGzPp8sPfvliKKPgvN4Tc5t3QUT4GgnOecOp/b+prT6YltUsp0mnXZsWnT2+3Yj1a9v9J4ICRFZTfbD66NaGmhNaWk5+Yfecpp2QKURB9THHO2ajoha06pWW1fTE3o2p2tPpuS0LWl/AG87VnT2qpeXkteiKTAUg+OdhjGlp4SDlc+4riqqGwzyZDIIAEUPhMPd9VVV93xdCAICqKoqiBkGgKEoymYRGjDFVUao9T1XVzMxMAFAUJZlMhkIhAOCc+9z3U356erqqqnV1dclkKjc3RwihaZoQgnOuaRoABEEAQLW19Tk52YyxZDKpqqrv+4lETW5uDv4OiEDUNzTk5uYSUSqVgkahUEgIwTkPhUJCCM55KBQSQgBAXV0dU5TMzEzu+0IIAKitq8tIT1dVtb6+gTHMyMoMfC6E0DQtlUoRUSgUEkIEQYCINTU1GRkZvu/3Hzj0sksvuf++u1KpFPw7QXTilufaeiRqxEwSHP4yZGr1Mdt5Zxwy1rPPnOyCdgedV/Z+ulzR0o1o36LSG2qq9jjxxwOe7HbN47nNOjvrJ5zY/X7bnrcXX/bIyf2/Kf9wVpCqa3/hva273QwEAAS/h4wna3b/dnHtmYNG9IEm7S89uvPNnRum5jTr3PXq8WmZTYgEADCmAiKJAJEBogg4AAEgU1QiAYAIQEAACETIFBIckDGmEgkR+AAE30qMMQAQQsD/gI2EEADAGAMAIQT8OdhICAFfw0bUCACwkRAC/jaMMWoEjbCREAIAGGPUCP4CbAQAVafP/OLZ52/78Y/atIlwzuHfCaITtzzX1iNRI2aS4PC/QaLgWMU6tzKemd82CFKJk5VZTTq06tInr7AbY2rN6f3Oekv4DV2vGZ9f2C1RtefAlpW84Vw4u/nZEzu0tJzW3W5pGrkIkAEQfA2RJevObHu3rPrI5tzCboWdex/Z/poayuh0Sf/c5qUkApD+PSFiKBzyU74QAv7NIDpxy3NtPRI1YiYJDn8FfoWn6uoTx4mCtKxmWiibKaoQAQABYEPNCRJBek4hACBTSATJ2tOpek9LywlnFDA1TBQAEfwxRKypPnRq/29StVVMC2flt2vSJqal55AIQJK+AYhO3PJcW49EjZhJgsPfAhEBARCAvgJA8DVEBgBEAv4bfgUAAYiAgAj+AkQFFQUBCQiISHAiAkn6ZiA6cctzbT0SNWImCQ6SJAGiE7c819YjUSNmkuAgSRIgOnHLc209EjViJgkOkiQBohO3PNfWI1EjZpLgIEkSIDpxy3NtPRI1YiYJDpIkAaITtzzX1iNRI2aS4CBJEiA6cctzbT0SNWImCQ6SJAGiE7c819YjUSNmkuAgSRIgOnHLc209EjViJgkOkiQBohO3PNfWI1EjZpLgIEkSIDpxy3NtPRI1YiYJDpIkAaITtzzX1iNRI2aS4CBJEiA6cctzbT0SNWImCQ6SJAGiE7c819YjUSNmkuAgSRIgOnHLc209EjViJgkOkiQBohO3PNfWI1EjZpLgIEkSIDpxy3NtPRI1YiYJDpIkAaITtzzX1iNRI2aS4CBJEiA6cctzbT0SNWImCQ6SJAGiE7c819YjUSNmkuAgSRIgOnHLc209EjViJgkOkiQBohO3PNfWI1EjZpLgIEkSIDpxy3NtPRI1YiYJDpIkAaITtzzX1iNRI2aS4CBJEiA6cctzbT0SNWImCQ6SJAGiE7c819YjUSNmkuAgSRIgOnHLc209EjViJgkOkiQBohO3PNfWI1EjZpLgIEkSIDpxy3NtPRI1YiYJDpIkAaITtzzX1iNRI2aS4CBJEiA6cctzbT0SNWImCQ7/RPgVhsgAEIBIBEQC/hr8HQUQ6SsiACD4b4iMEQkgAkn610J04pbn2nokasRMEhz+SZCpgicTp/ckTu3iqXotLSe/qHtGbksiAX8ZMjXVcLb6yJfJ2qqMvJYFLXsi0wAIkYnAP3eqMi27eVpmEyICSfoXQnTilufaeiRqxEwSHP4ZkLGaMwf2fLK8zjtUVHydGso+ZK8SItUxZjbrcAWQgK8gwh9DZLXVhyo+nJ2eU9Ssw+W7Pl7YvON3211wJ2OaEP7BLSsbak91uPC+UFoOEYEk/QshOnHLc209EjViJgkO/zBElqr3dn4w/dSBTe2/c48R7UsU7Hz/iaPlbzZtd2nX749RQxlEgQh8IPh/8Cts128WurvePe/aCdlNOny5djiicv6N00JpOfs3v5isPdXhwvtC6flEAfxnC4VCyJifSgkh4A+oqioaISIRwd8PEYkI/hgiEhH8M6iqGgQBEcH/gIhEBP+/EJGI4A8gIhHB1xCRiOBvhejELc+19UjUiJkkOPzDmKKdObp123rLbzjXpsdtRvRBEfjb4tap/Rtbdbul08X9FS18Yu/GvZ8uIxLQiEhk6+2Nix7c+cH0htqqHjc8AUBb33wsLaew6/dHH9n5ZqreM6L3a2m5JDh8CyiNUqkU/F9RFIWIhBAAsG37Dtc9HrvowtzcXCEEfO3YMTc9PU3XdSICIoK/DyIAIAAQEfwBRAQAIoL/FWMMEYMggD8HEYMgOHz4SNOmTTIzM4kI/gAiwleICP5uiBgKaclUKqSFgkZKo1QqFQ6HUikfETVNTaZSIS3EORdCAABjTAuHBee+78OfgejELc+19UjUiJkkOPxtkKkABIAAQILD7yCQAERkau2Z/U58Qt3ZQ1pablHJ9bnNSvd8siyroG2Hi/pm5BaJwK/8aMGp/RuZEoJGQvBm7a/oeNGD5RvnVB/d0v36yTWndu/5dHnbC37u13sBT3b4zr1qOFsESfgWUBRlq+3YW53bb79NURQiQkRVVRmiz7kQAhE1TUMAn3MhBGMMABRFAQDf9+FrjDEAUFVVCME5BwDGmKqqAOD7PhExxhBRUZgQtGPHzvz8vNZt227b6owe+3jsogvvuP2nrVu3QkQA4JwT0cRJ07p2KS0p6fzamjcGmv1y8/LYVxB9zoUQ8DXGmKqqAOD7PhExxhBRDYcrd5Y/9/yL/fv3a9a0qaIwACSihoaGufMWXnTRhd+94jIeBKyR7/tExBhTVRUAfN9njB06dLi+vqGkpLPv+4wxTVOFEL7PAYAx1MLhs9Xe8BFj7rv3rl69egZBAACqqioKI4LNm7e8+fa6gf0fysvLE0KoqiqE4JwDAGNMU1VB5Ps+AGiaypD5nAshAIAxdvLUqcVLlpeXlxcWFg4eNKBD+7aHDh+ZM3fBocNHLrigxwCzX1XV6aVPrdizd1+HDu2HDhmoFxQwxk6cPDVnzvwrr7y897VXB0EAfwrRiVuea+uRqBEzSXD4GyAqiTP7Tu79kKlakzYXZzcxEPD47veRsabtLgUiZMrxXe/u+s2iVH01KorCwvmtL+gU65eRFyESNWf2HXZWt+t1TygtlygAIgJiTGVqqNY7fGjrr7S0XO7XZxW0qzt7GFEpKu7tJxPh9Pz0nEIiAd80TdNeWf3a6lfXPL18SUjTCEAIUVFRWVNbV1rSOTc3t7a2tqJyl5/yS7uUZGVmnjt3DhEPHjyshbROHQ0iAgAiSiRqEHHvvn1NdMyDcQYAABReSURBVL1NmwgQ1dXX79hZrqlaaUmxFtLOnj3LeXD06DFdL7AmTC4tLfn5XXe8seb1+PoNM56YHIm0bkgmd+zYqalaly4lmqYNHTbyvG5db7i+95at9hWXX6qqanl5RU1tXWlJ55ycnCAIAIAxVl9fv2NnuaZqpSXFWkg7e/Ys58HRY25uTnblrt2XXnJxWlp4+46dnPO8vLyCgnx767Y2bVq3aNE8lfKrqk4lEjWlpSWapiUSicpduxmy0i7FqqLOnD3v0KHDo0eOaNWq6Oy5czt3ljdr2tTo0IGAGhoaKit3AeKMGXP6m/0uuSTGOWeMHThw8Jh7vHMnw/f5tu07Lrv04mQyCQR79+1v3rxZq1YtiSiRSJSXV+bl53Vo305RlN179p4+fbq0pCQ3NycIAsbY3r37t+/Y0a1r15Gjx5aUFFvjxwwbMTo7O+v2n902eszjN910ffQ7vQ4cONS2XZtHhgy/6YbrBg8eyH1/5ux5K1Y8c/ddd44eNZxzDn8K0YlbnmvrkagRM0lw+GsQlZrTe/d8uhyZmji9F4hall4fzmhyct/GNj1vzy88D4jOnao8suMNv+FcWlbTU/s/StV5wLCgZc/SK4eHs5odLX+z/uzxwuLeft0ZLSMvLasZU0IkAgBCppAI/IYEAR12VosgFc5scu5kZW6L0tMHP21uXFlY3BsIAAi+OZqmvfra62teX7t08YJQKBQEwYInF3/2+eZQKBQOh8omjn/rrXd27Cw/e/Zcs2ZNxo8d9fIrr8bXb8jNyT5w8PDQwQOuuup7QRBwzqdOm7lr957srEz3+HFr/NhOnYxxj5edOXOmvr6htKR49MjhTy5a+sXmL5s3b3ZBzx7zFizMy8v7ya23bPzo4y1b7b733/OTH986c/a8qqqq+vqG0tLiUY8NGztuQrduXS+4oMeLL60aMWzoM7947pNPPw/9jjZ5ktW0SRMiSiRqJpRNOXPmTH19Q2lJ8eiRw59ctPSLzZtbtGh+zdVXbfzo46GDB72x9q1Nv/2USLju8TGjR3z08abLLrlYED217Ons7KzDR47ccH3v++65+8lFS44dO3byVFXXLqW33Nxn6KMjjxw5etedt994w3ULFz+VkZ7uHj/+kx//6Oqrvlc2edqOHeVpaWnbtu94avGCCy/sBQCff/HFokXLWrYs7HH++YbR4eXVrw4dMmjhwqV79+3TVO10dfWMaWUFBfrosY/X1dVpodCQRwbs27f/zbfW5eXlJpOpMaNHFOTnExFjTFVVZDhy1HjO+eBB/fs9PHDSxPE9en1n/tz55RUVC+bNVFU1CMSDDw1o367dmHFjPvr1r5974cW8vNzcnLyRjw0NggD+FKITtzzX1iNRI2aS4PBXIIE48MUL4aymLUtvqD/nHtm+5syRL9VwVpvuP27SJgaAidN7tr9bVp843vWqcc2NK86d3LXnk6eqj36JqHS5akzTthdv3zCVJ89pabk1VXsbak/ltuhqXNQ3u6AdkQAAZApP1e39dIUazkrPbrFr06JI91vbnv/TzW886td7PfrMTM9qTiTgm6Np2quvvb7m9bVLFy9IT0/fsmXr6LETZs+a1qplUb+HB1591ffuuP22EydOOdu2z1+waMmi+St/9cr+/QfmzZ355JNLzpw588QTk1PJpO/7DzxoduvadejQR6wJZQzZ+d3PW/3amsUL51dVVfUfOKRswvgXXlwFQNOmTETER4eN7Nmzx9333vPKr15+9733F8yb+eab69a8sXbxwvlVVVX9Bw6ZOGHc6ldf79qltFOnjvOfXNSv7/0zZs6ZMX1Kq5ZF/R4eePVV37vv3ruJaNWql9e88ebihfOrqqr6DxxSNmH8Cy+uIqAZ06dU7CyfNOWJSWVW2aSpAweYaeFQ2ZTp82ZPnzhpap8bbyCiRUuXPbN88Zat9opnnlu25ElN0zzv7Acfbly16pXnn13+wi9XHjhwaOrUiUuXLv/8iy9HDBscX7/Btp3+/ftNmDhl3twZvs8HDBwyqcyKXXQhY2zF08++E18/b/aMwqIWGz/67aLFS+bPnTlsxOju53V7+OEHBw169MrvXh4OhV9/Y+2T8+cAUCJRM3Dwo31uvLFHj/PGjpt47z133vqjH/q+DwCapu3fv/+h/oMfGz60bZvIgEFD586ZUVxS/NxzL2zY8MGiJ+dmZmV9/tnnI0ePnzFtUsfOHUeNfvyHP7jJdrYl6xtGjhzm+z78KUQnbnmurUeiRswkweGvIRINNSdD6fmqlgbIgKCh5iRTQ6H0PBIBMvXg1pf2fLI8Lbt5z5tmpee0YExzd7+34/2pDNXzek/IbVZ6rPKdnGadswranztZseP9aQ2J4y06XV1y+VBFCwMqfoO397NnQmm5kfNvq9g49+S+jedfNzm3RZcv1z7akDjRs8/szLzWRAK+OZqmvfra62teX/vUkiczMjLeWPvWiy+tWv7UoqycnHFjH9dCoZLOnd98a11GRsbO8orlTy18dc0bAPDYyOHPPfPc9h07p0+fkkomU6nUkEcf+8FNN974gx8+vXzZ51980bJlUX19w+TJE2sTiQf6mrfdduumTZ+UlBTfe8+dqVRq6KOPXXjhd+66556XV616990NixbOnTFzTqKmZsqUstpE4oG+5m233bpp0yelpSWdO3davOSpa6+56u2340uXLMjKyRk75vFQKDR+7EgCmDptRk1t7ZQpZbWJxAN9zdtuu3XTpk9KSorvvf/erZs3T546ffq0yU/MmB0OhzVNVRR1zKjhw0aM7nPjDUEQrIuvXzBv1pat9qzZ8+fOnr7m9bWff/ElEB05cnTVyudeWvnywYOHpk0te2zUuM2bv/xOrwsSNYkO7dt36NB+5aqXn1q6kASZ/R/p9+D9F198kRCiqur0jFlzdu/eYz7cLysra/HSZbNmTLUmTLqu97U/vOXmkSNGGobhnT1bXe1NLnscEPbu3f/T2+/q2aNHbm5OdXX1nT+//ZKLL+Kcq6rqed6IkWM7tG834rFh+/buG/jIo3NmPVHatcuK5U9/8tvPFi+ad+LkySFDH7vyistM86GVq361YsWz/fret/btt0VAZRPGtWxZJISAP4LoxC3PtfVI1IiZJDj8DZApRAKIoBEyBegrAgAYU49WrKv4cLYazjqv9yS9VQ8/Wbv7t0uObF9TVNy70yUD1FAmfIUEAQV+w9Z1o6uPbslpWnxe7wnp2YUNtaf2ffZ0OKtZux63A7KdH0w/tX9jzz5zFDVt8xtD8gq7dfneSEUNExF8czRNW/3qmtfWrF2yeH5Gevpnn30+3pq8/KmFhYWFfR80e/Q4/9e/3jhkyEBdLxg2fNT8eTNfW7NWCDF6zGO/WPHsjp3lM2ZMTSWTPucPmYN6nt99yNDBo0ePVVW1Xbu269dvePaZp44ec/v3HzzBGrty1cvFxZ0fuP8e3/cHDx1xQc/z7+9rrnrp+fXvbli8cO7zv3zpvffef/aZZUePuf37D55gjV256uWuXbt0Lu68cOGSu+782ew5C5YuXlBYWHjf/f2uufbqu+74KSCseOa5DRs+ePaZZUePuf37D55gjV256uXi4s59+z2wdfOXk6fOGDfmsalPzMovyI+0annXnXfoeoE54JEf9ukTBMFb6955cv7srbYzZ+6CYY8OHjPWmj5tUrV3dvr0Wc8/t2LlqtV79u6dM3f29CemHzxwcOaMqYrCOA+cbdvHP172zIoltbV1fR/sP3mSFYtFOed1dfV5uTmvrF7z4spf3X/f3S+tfHnmjCmPW2XXXnP1j269ZcTwUR07GqFw6L33PlixbFF1tXf6zJnhI8YMGvjwtdd8v6amFpGpqsIYnkvUTJg4OS0tbdyYkenp6dXV3v19H7737jtvvvXmRwYNbVlUeNedd4waPb5z506DBj0cDoU/3PjRunfeVRVl028/IYLp0yb16tUzCAL4I4hO3PJcW49EjZhJgsM/CDFI1R/Y+pJbuT4jt2V+0fn159xa71DzDlcUlVyPACf3fRxKzy1o1YspoVTD2a1vjzx3skJvfWG3q8cR0b4vng1lFLTpfitjGiCeObpl96YlTSIX+g2JhrqqjtG+mQVtSATwjdI0Lb7+veEjRnfsaKRnpD3c78E333p7+/admZkZeXl548eOmjt/4ZEjR3W9wD3mzpgxZe2b64hoyNBBL/1yZUVF5YQJ41PJJOf8of6P7Nmzt12byKnTZ56YWtaiefPBQ4cLQclkslevniOGDZlYNrWkpPjnd/yUSCxesvz5F156+OG+udk5H3y4cdqUiadPn3l0+EghKJlM9urVc8SwIRPLpnbr1sUwOix5asXkieNnzp5fXl6RmZmRk5szucwqyM8HgOPHTwwbMUoISiaTvXr1HDFsyMSyqSUlxXfe/fNtW7fOnrtg9MgRZZOnpVKpJk30VDI1oP9Dv3j2hWuvuToIgvXvbZg+bZKzbfuixcvGjR05Zer0VCoVTgtXV3tLF823nW0jR4+//rrefW68buoTs7KzM1VVu+yyi3/4gz4jRow+eOiQ3kQ/evTYtMllPXueDwCrX13zTvzdRKKmx/nnXX7Zpc8+/8tJE8dPfWLW97935U19brQen9imbZtrr7lqwIAhTFEyMtKHDxv8xRdbXln9WocO7URAgx/p36ZNRFGUde+sf/ChAed165qZmdmuXdtJE8evXr1m2dPPtGjegkhMnTLx4483PTZqXK9ePTVV69Gj+6NDBqVnZQPAvDlzhaDBjwxIpVLwpxCduOW5th6JGjGTBId/GCIjoFRdda13UAR+KC0vI6+lGspGZMcq1pX/ekY4q1n3ayfmtuhyfPeGHe9PI+F3umRAy9IbReAL3qBoGYhIRPAVZH69V1t9UNHSMwvaKkqYKIBvgSAQtbU1qVQKEHNzchRF2VlewTkvLSnOyEivra2vqKhs2rRJ06ZNVFXlnAOApmmccyEoFNIQMZVKDR464vLLLiktLWnRvHmLFs0BIJGoKa+ozMrM6NSpI2MsmUwyxlRVBQDO+c6d5fn5+UVFhUEQhEIhRVESiZryisqszIxOnToyxpLJJGvk+35aWhrnvLyiknNeWlKcnp4eBAEAKIqSSNSUV1RmZWZ06tSRMZZMJhljqqoKIQCgvKJy3PiyObOm5eblPNhv4E9v+/EtN/cJggAAgiAIhUJCCN/309LSampqdu3e07KoKC8vV9M0RNy9ew8Pgi6lJYlEYmd5RTgc7tC+fXZ2Vn19/c7yyubNmjRt2lRRFMYYADQ0NOzavYcxVlpSjIApPxUKhXzfVxqlUj5jGA6HPe9sReWuosIWLVsWIWMH9h9w3eNFRYWtWrVkjAGA7/sNDQ0p3xdCaKqal5fHGNu//8CJkye7lJbk5OTU19c3NCR9PyWIwqFQdnY2IgKA7/sAoGka/BmITtzyXFuPRI2YSYLDPwkiA0QABCICAUTIVO+YvX3DVKZo3a4ey1O1lR8/2ZA40brbLe163oGKBkCACETwBxAZIAIBgQAi+HZAAGQMGhERADDGECEIBBEhoqIwIej3EBEAiAgRAYCIENH3/THjJlxz9fevv+E6P5kUQgAAIiqKQkRCCCJCRAAgIgBAREVRhBBEBABEBACIqCgKEQkhiAgRAYCIEJGIEJExhghBIIgIvoaIiqIQkRCCiBARAIgIAFRVqTp9ZuaseUcOH9U0tbCwxcABDxcWtggCDoAAQEQAgIhEhIiKwoSg3wMARVEAIAgChsgUhYiEEESEiIqiCCGoETRCRMYYAAghiAgRiQgRAYCIEBEAiIg1Eo0AQFEURBSNoBE2gt8jEkQAoCgKIoogEETYCBpRI2iEiABARPBnIDpxy3NtPRI1YiYJDv9KiHju1J4Te973k+d4sjaUntesw5X5Rd0RkUjAf5hUKqU0gm8TxpDzwPPOAlBeXp6qqkII+I+D6MQtz7X1SNSImSQ4/IshUxCVwK8DQEVLJxIkAgCC/zyICABEBN8y2AgAqBH8J0J04pbn2nokasRMEhz+byDCV4hAkr6NEJ245bm2HokaMZMEB0mSANGJW55r65GoETNJcJAkCRCduOW5th6JGjGTBAdJkgDRiVuea+uRqBEzSXCQJAkQnbjlubYeiRoxkwQHSZIA0YlbnmvrkagRM0lwkCQJEJ245bm2HokaMZMEB0mSANGJW55r65GoETNJcJAkCRCduOW5th6JGjGTBAdJkgDRiVuea+uRqBEzSXCQJAkQnbjlubYeiRoxkwQHSZIA0YlbnmvrkagRM0lwkCQJEJ245bm2HokaMZMEB0mSANGJW55r65GoETNJcJAkCRCduOW5th6JGjGTBAdJkgDRiVuea+uRqBEzSXCQJAkQnbjlubYeiRoxkwQHSZIA0YlbnmvrkagRM0lwkCQJEJ245bm2HokaMZMEB0mSANGJW55r65GoETNJcJAkCRCduOW5th6JGjGTBAdJkgDRiVuea+uRqBEzSXCQJAkQnbjlubYeiRoxkwQHSZIA0YlbnmvrkagRM0lwkCQJEJ245bm2HokaMZMEB0mSANGJW55r65GoETNJcJAkCRCduOW5th6JGjGTBAdJkgDRiVuea+uRqBEzSXCQJAkQnbjlubYeiRoxkwQHSZIA0YlbnmvrkagRM0lwkCQJEJ245bm2HokaMZMEB0mSANGJW55r65GoETNJcJAkCRCduOW5th6JGjGTBAdJkgDRiVuea+uRqBEzSXCQJAkQnbjlubYeiRoxkwQHSZIA0YlbnmvrkagRM0lwkCQJEJ245bm2HokaMZMEB0mSANGJW55r65GoETNJcJAkCRCduOW5th6JGjGTBAdJkgDRiVuea+uRqBEzSXCQJAkQnbjlubYeiRoxkwQHSZIAcevbo6uPbWnS5uJOlz5CgoMkSYDoHd9RnzihpWVnFRgAAiRJAkRqJIKkCDgAgiRJAP8Fy8zYZMvK358AAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "table",
"confidence": 0.8397509455680847
},
{
"class_name": "calendar",
"confidence": 0.10109126567840576
},
{
"class_name": "full_page_image",
"confidence": 0.03350723162293434
},
{
"class_name": "page_thumbnail",
"confidence": 0.0065493956208229065
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.006484563462436199
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.006009418051689863
},
{
"class_name": "other",
"confidence": 0.0024131799582391977
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00070431106723845
},
{
"class_name": "signature",
"confidence": 0.0006681013619527221
},
{
"class_name": "flow_chart",
"confidence": 0.0006612087599933147
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9995824694633484
},
{
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"text": "Note: As of 06/30/2026. Amounts in charts before $47.1M CECL allowance. Other CRE-related loans include mezzanine and subordinate loans."
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9993044137954712
},
{
"class_name": "bar_chart",
"confidence": 0.0002825410629156977
},
{
"class_name": "other",
"confidence": 0.00013525912072509527
},
{
"class_name": "engineering_drawing",
"confidence": 7.673712389077991e-05
},
{
"class_name": "line_chart",
"confidence": 3.950740574509837e-05
},
{
"class_name": "calendar",
"confidence": 3.4391538065392524e-05
},
{
"class_name": "table",
"confidence": 3.329103856231086e-05
},
{
"class_name": "flow_chart",
"confidence": 1.8511502275941893e-05
},
{
"class_name": "icon",
"confidence": 1.7245520211872645e-05
},
{
"class_name": "page_thumbnail",
"confidence": 1.6086631148937158e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.5889168935245834e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 6.521230716316495e-06
},
{
"class_name": "full_page_image",
"confidence": 4.466074187803315e-06
},
{
"class_name": "chemistry_structure",
"confidence": 2.5439132969040656e-06
},
{
"class_name": "logo",
"confidence": 2.510485501261428e-06
},
{
"class_name": "geographical_map",
"confidence": 1.9272749796073185e-06
},
{
"class_name": "music",
"confidence": 1.8663853325051605e-06
},
{
"class_name": "photograph",
"confidence": 1.773283997863473e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.598733547325537e-06
},
{
"class_name": "stamp",
"confidence": 1.5372714869954507e-06
},
{
"class_name": "topographical_map",
"confidence": 8.200688625947805e-07
},
{
"class_name": "signature",
"confidence": 4.468555516723427e-07
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "table",
"confidence": 0.67230224609375
},
{
"class_name": "full_page_image",
"confidence": 0.10880634188652039
},
{
"class_name": "calendar",
"confidence": 0.08161035925149918
},
{
"class_name": "page_thumbnail",
"confidence": 0.05357993394136429
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.028162937611341476
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.023682404309511185
},
{
"class_name": "other",
"confidence": 0.013873581774532795
},
{
"class_name": "logo",
"confidence": 0.0035245169419795275
},
{
"class_name": "bar_chart",
"confidence": 0.0026289746165275574
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0017486619763076305
},
{
"class_name": "music",
"confidence": 0.0017413462046533823
},
{
"class_name": "line_chart",
"confidence": 0.0016124699031934142
},
{
"class_name": "flow_chart",
"confidence": 0.001569652813486755
},
{
"class_name": "icon",
"confidence": 0.001169286435469985
},
{
"class_name": "signature",
"confidence": 0.0009702367824502289
},
{
"class_name": "photograph",
"confidence": 0.0005851195892319083
},
{
"class_name": "pie_chart",
"confidence": 0.0005351895233616233
},
{
"class_name": "stamp",
"confidence": 0.0004882487701252103
},
{
"class_name": "geographical_map",
"confidence": 0.0004572892503347248
},
{
"class_name": "engineering_drawing",
"confidence": 0.0003623854136094451
},
{
"class_name": "scatter_plot",
"confidence": 0.0002291900891577825
},
{
"class_name": "qr_code",
"confidence": 0.0001492762821726501
},
{
"class_name": "bar_code",
"confidence": 0.00012035650433972478
},
{
"class_name": "chemistry_structure",
"confidence": 7.084590470185503e-05
},
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vSlpHbqOzb+XeLkkX30yIgTZy6Pn7lk/pRhHVs1MAymKsqx0xeadRk6zzm0Q8sGAcNARM55x75jz1++0b3D17IsfVGyWMXynyOg921Cp37jbty626xB9cjIiGXrtrdoVHP+1GEAQESqqixds3Xc9CX7Ni8s83kRxjgEH6majoIzt8vp83qsdofZYiPB4a+RZenho2dxS9Y3b1izcoVSBPDsxatFK79vUKvSlxVKPX78LG7Jhowx5m+6t9H1cCEIEX3JKTMXrn0TnzC8f6f8+XJyLhDR7w8sW7f9wlW3hBIRtW1Wt26NikT049GfV363811iUv58uQb0alukYAHOOSIS0dote549f/VNz7ZRGXQhhCxLD357umDFlvYt6hUtXGDe0o1CiEG929//7cnydTu6tW9atHABRDhz8fryddsNgwkhPsmbc1j/TlEZIlNT079d9X3OHJY2X9dNTk5ZtOr75y/fDO7TPnfObJxzWZY99x4uXLGlbbO6FcoUZ5zDP5AkTExKmbtk/ZmL1xRFrlu9Yrd2TTTNRESyLD9++mLeso01K5erU+NLxji+B7Bh+4G79x8N7tsBEWd/+12mGHO/bq3eJSTNWby+dAlby6a1AfDV6zeTZi0rW7Jo66Z1AECSJM+9hwtXbGnbrG6FMsUZ54hIRGs27Tp2+hIiCiHq16zU+uvaRCBL0qNnL5av3XHhqptzEWvJ1LFlwxpVygkhAECW5eM/X9qx1zW4T/u8ubJzISD4SNV0FJy5XU6f12O1O8wWGwkOf5kkSapm4obBGAcASULVZOLsPS5JkqqZgCjgDxARfISIJs0EErL0ABcCfqdpJpBlAAIAEWAGYwCgqkogYKSkppmjMiAA4xx+p5lUkKSAP0BE8JEkSapmYgGDc66FaQAQSPdLsqSYTCwQ4FwAgCLLsmaCDwgEBfwBIkIAk2YiokDAQESTZgJEwx8QQsBHkiSpmokHDMY5/BuIqCpyYlKyLMu6HmEYjIjgI0mSVM0kDGYwBr8zmVSUpIA/AAAmzQREfn8AEU2aibgIGAYASIhqmEaMBwwDPpIkSdVMPGAwzuF3mskEigxAAEAGCxgMPpIlSVGVJF9yIGBEm6NkCQMGg98piiyrquEPCCHgPwWpmo6CM7fL6fN6rHaH2WIjweFvDxElREEfwN+YJEkAIISAvw1JkhBA0AfwX4pUTUfBmdvl9Hk9VrvDbLGR4BASEnykajoKztwup8/rsdodZouNBIeQkOAjVdNRcOZ2OX1ej9XuMFtsJDiEhAQfqZqOgjO3y+nzeqx2h9liI8EhJCT4SNV0FJy5XU6f12O1O8wWGwkOISHBR6qmo+DM7XL6vB6r3WG22EhwCAkJPlI1HQVnbpfT5/VY7Q6zxUaCQ0hI8JGq6Sg4c7ucPq/HaneYLTYSHEJCgo9UTUfBmdvl9Hk9VrvDbLGR4BASEnykajoKztwup8/rsdodZouNBIeQkOAjVdNRcOZ2OX1ej9XuMFtsJDiEhAQfqZqOgjO3y+nzeqx2h9liI8EhJCT4SNV0FJy5XU6f12O1O8wWGwkOISHBR6qmo+DM7XL6vB6r3WG22EhwCAkJPlI1HQVnbpfT5/VY7Q6zxUaCQ0hI8JGq6Sg4c7ucPq/HaneYLTYSHEJCgo9UTUfBmdvl9Hk9VrvDbLGR4BASEnykajoKztwup8/rsdodZouNBIeQkOAjVdNRcOZ2OX1ej9XuMFtsJDiEhAQfqZqOgjO3y+nzeqx2h9liI8EhJCT4SNV0FJy5XU6f12O1O8wWGwkOISHBR6qmo+DM7XL6vB6r3WG22Ehw+HdARPgHRAR/ASKqiowSMsY5F/A/kKLIsiQFDEZE8L+DiKoiA0DAYLIsEZEQBP8OiKgqMgEYBoN/B0nC9zgX8N+PVE1HwZnb5fR5PVa7w2yxkeDwpxBBUZS09EBychoAhIWZFFlSFBn+T0mIr+OTjp668SbeV61i0SKFcnEuIHgURZYV2QgYQhD8BaqqCCE4F/DPEIAAzlz03L7zrEHt0pbMZkEEfwwR3yYkHzp2zaQqDWqXunn7aUx0ZN5cWYUQ8KckCROTUg8dv66ZlDrVSiiKQkTwxyQJHz/1euN9xYvlRfhvR6qmo+DM7XL6vB6r3WG22Ehw+FOyLB077f5+99nYrNGyLJ2/fLdSucKD+9SXJAk+IiIgQAkBgIgQEQCICBEBQAjCD4AIEOFfMMZHTt60fP2RA1tGVipfmDGBiAD0HiICABEhIgAQESICgBAEH0mIgAhA7yEiABARIgKAECRJ0qOnbzx3n5f5PH9MdCQRISIAEMG/QEQiAgBEIAJEAAJBhIgSoqAP4KNbd59litFjs8YQCQBEBBJE8IGqyqfO3poct2NFXM9c2TMLIkQgIgBEBCJARPoIACRElHDO4r33Hr6a5+w4a9GewgVztmxcwQgwAkAE+gAQAQARPhBEAIAAKElT5+2Mf+uLm9SRiASRJCEREBEiAgAR4QdABIoi7T548eLV++OGNJNlmYgQkT4CAPwAiICI8AMgAiLCD4AIiAiCiVRNR8GZ2+X0eT1Wu8NssZHg8MdURf7x6C89Bi/v3LrKxGEtEWHw+O9izJFjhzRL8qV6433h4VrmjLo/YCQkpoVpSni4lpCQomlqRLjpXWKKyaToEZovOZ0LkSEyPCExRVakzBkzEFGvIStOnr11bNeEXNkzvk1IfpeYGh0VER5mSvKlEkB0VGRCYgogxJgjE5JSSVBMdKT0Ab5LSElKTs0YrZtUJdGXqsiyHhn2LjEFETNG64yx8TO3rdtyYt+m4aVL5CeiV68TASFKD+dCAEFKml+PDEPE9PRAmGbypaRFhmuRkWEBg71NSI7SwyPCTQDwJj5p0Njv2jarWK96ScbY24QUAMgYoyMAAZhMyv7DV37Yf2H+lE5hYaa373yMiWhzZHJKOgCYVCXRlxITrYdrJkB8l5hMRHOX7M+axdyxZaW0dMMcFZGcnG4yKUJQmj+QOSaDqspC0NuEZEQ0qUqYpsqyhB+NmrIpT87MzRuUz5AhnIgSElN1XQsP01JS0gFBjwxPSExOTQ3ExOic8eSUdD0yzB9giiIhYkpKeuZMUYoiI0JiUmq638gYrauq7POlJyWnRZsjIiPCfL60pOS06KiI8HATBBOpmo6CM7fL6fN6rHaH2WIjweEPyLLkjU9q3m3ui5fvDn4/Kn/eWCGE595zInr4+PWyda5ihXOfv3K3ZpXiVe228bO2vXiZ0KND9a27z7xLSO7a9qt9h668eJ2weEbXA0eubth6qk2zLx89ef3zhTtxkztWr1S0auOJn+S1bFzi2Hng/I9HrskyXr3+cOzgZsd+vrnv0OX+XetcdT88dfZW7841PfdfHD5+bdmcHrWrfb5kzaEr1x+kpvofPHo9YVjz9dtOXbl2v0f76ueu3D1/+f6Gxf0CAdZ90NKwMNPAnvW+qlR0+XdH7j18WbxInkPHrpX+PH+tKsVHTdmUzRKTL3fWg0d/GdKnwba9Z1VF2bik/66DF8fN2Lpt5cBKFWypqf6VG4+u2ni0TdMv61b//Nhpd3S0fvf+i/z5LO2aVSISsizPWbyXMT60b8Mtu8+8S0h+8iw+d47MBuO7D178ukG5Q8evlf08/whHk627zjx/9S5L5qilaw+PHNDk3KU7T57FTx3VevrCXS9eJVS1F9m5/0LfLjXr1Sy5bN3h8HDN50v7+cLtBVO75MyeiYjeJST3GbaqdIn8T5/HZ4rRm9b/YvTUzV99WbRvl9qDxq2rVqloeJj28PGrh4/f5M2VJUumqIWrfpwystWPR69evvawXs1Suw9caFK/bJ8utXftv/Dgt1eJvtToqIiSn+Vz337y5m1yZLip9Of5f7395E18sqYpg3vXRwQiCBJSNR0FZ26X0+f1WO0Os8VGgsMfMJmUMxfvNGg7vUKZghuXOiLCTUKQFq7d9jyp0cxZvVKxlfN6dRuw5PCJG66dY9duPr5kzeH9m0ccOHxl8ZpDGxb3v3Lj4axv95zcPTH+XVKDtjOnjG5dqXzhOi2n1qtRsl+32rVbThnUu36V8kWadYsb2LNuVIaISbO3f79i4JNn3k6OxUtmdtP18A59Fk0b2yZn9owd+327ZFa3rJmi2vf9dtb4di9evlu+4cihbWN2H7w4ec72dYv6JSWn9Ry0bPPyb0oV/6R83TFf1y+3YEbXuEW7nXE7t68eHB6m1m45dcygrwf2rFejhTMxMaVZw3JbfjizdmGfBSsOnr14Z/+mEXFL9+87dOn4rgm5c2SRZWnXwYsHjlxdPrvHio1Hfr39dK6z4wHX1ZUbjqya1zsqQ3ggwAaNXVen+udZM5sXrjw4eUTLpesOFS2Uu7A1x+S4Hcvn9Nx18OKTZ/F1qpdYuOLgwmldkpLTBo//7tvpXa9cf3jAdXXxzG6rNx27cPne/KmdRk3d/HnRvKoiHz9z69sZXQ6fuLF5x+lvZ3YNDzPJsnzN/XDqvF3fzuz69Fn80InrV8/vs3z9kdw5MjWqU6bv8JVjBn29asPRjDF6p1ZVNE0lggGj10wb0+b23Webdp5eHtczbvHeyIiwhnVKj5n2/ZiBTQ+4riiKnJyS/vpN4uC+DUyqsny9y+v1DenbQFakbFljIJhI1XQUnLldTp/XY7U7zBYbCQ5/wGRSTp+/Xb/NjOqVim1Y0l9VZSHo1ZvE3T9eHDB67fI5Pdo1r/R15zm/3nmyffXg4ZM2pqYGdn03pMeg5U+ex+9YM/ib0WsePnp9bNf4pWsPxy3Zt2/TCEWRazZ3dmldpWjh3I5RazYuddx78HLIxPW9OtTInTNzpfKFSxX/ZPikTZt2nvp53+SN208tXnt4/6YRB11X5y/ff3jH2PVbTy1dd7hXhxo5smesVrFIoQI5OvVffPPO0/2bR8xbemDzztMn9066dedp6x7zF0zr3KJRhYbtZryJTzqyY9zOfeeHTd6wd8OIfLmzfll/bL0aJedO7igEvXmb1LjDrPx5LEtnd2/cYVZ4uOmHdUM1VZFkaeLs7Rkiwwb1qtflmyWVyhfu2rHWpq3H9v50edmcHpERYc9fvh0yfv3E4c0PuH45f/lu03pls2Q2V7EXWb7O9eDxq6mjWw2duLF8KeuT5/FPnsXPm9Z5974Lu3+8uGh6tzlL9kRHRfbtWmvQ2O8+L5a3cd2yfYev7N+19qpNx0oUzdune905C3cl+dLGDWnGOVdVZcsPP58+75k/pdPp87fjluydNaHDlHk7+3auhYhxS/ctn93j0VPv5LjtqamBhdM6P3riXbf1xIKpXRasOKCZlD5davUfvrpjq8pPnsdv3H6qQ8vK0VERVb8s8vT526nzdj5+Gj9zfLvo6EjnnO2Pn8VPHdW6VPFPDMYhaEjVdBScuV1On9djtTvMFhsJDn9AlqX4eF/7fotu3322YXH/YkXynL3gef7yna6HdxuwZO7kjp8VydOq+7wWjct3bFm5UoPxLRpXGNS7Xs1mU8qWLDBrQvsqjScUKZhr7YLefYavuvTL/V3rh+3cd27JmsPbVw/adfDimk3H9m4cfvve824Dl00f06ZDy0rHTv9atHDOnoNXGAbbs35Yx/6LX756t3fj8AFj1l298fDk7onrt52cMHPbsrgetaoUP3n218Kf5mzdc0GBfJZ1C/s27TTb+853fNeElRuOTJi1bcvyAZXK25p3nXPn/otNS7+Zv/zAkVM3Tu2d9NuTN43az5zr7NivS22UpPOX79RpObVlkwoNapVq22thlzZVZ4xtCwApaf7uA5fWr1mqecNyg8Z+V7xonrbNK42btqVE0bztmlcCgFPnbs1Zsm/ZrO6bf/j5pufpwqmdHzx6HRFhmrN4X6ninzSuU6Zjv2+H9Wt46dr9678+njGu3cSZ28LC1QlDW/QYtKx5w/KVyhfuPnDpiAGNFVkeP+P7uc5OMxftsX2as0ubqgPHrK1RpXjrJnaDMUmSJs/ZIUnSsH4NZyC0cEAAACAASURBVC7aHWOOrFm1eL+Rq2ePb/fjsWt37j/v07nWb4/fVK5QeMj49e2aV7x159mDR68mDm/Zd/jKlo3KF/40Z78Rq+c6O17+5f7OAxdXxPWMf5f85Hn8y1fvan9Vwhm3M0vmqPx5LdUrFZs0e3vxonk7t6oSMBgEDamajoIzt8vp83qsdofZYiPB4Y8psnT/t1fzVxzwxid/kjdLwfw5GtYubTIpi1f/9PR5fHi4yZIlukf7ar89eTNt/q72zSvmy5112oLddat9Xr9myYmztj988rpR7dLzlh3wBwKtm3x59+GLJnW/qF+z5A8HLiz/7khVu61pvS827jh19tLdPLkyN2tQrlih3JNmbytmy9OsQblpC3Zlyxrt6F5n3fcnfth/oW3zihXLFpy/4uCtu88//SS2VVN7lkxR0xfsrly+cJumX85fceDoKXfXtl+ZoyLmLTtQ2JqjU+vKDx69XrTyR+snsbGWmNPnbjWqWzbGrO8/fPmbHnVKFM1HRE+fxU+as90fMDLGZNiw7dTyuB7N6pczGPcHjFmL9sS/S+7dqUZaeuDU2duWrGZFlhvULqXIsiTh9ZuPZi/Z16JheVvBHEvXHs6dI1Mha86Sn+XbsP1UzSqfZY/NOHbalkKf5qxUrtCStYeyWWI44963vu7tq23bcy4yUmtQs/TBI790blPFG++bvmBX03plY8yR+w5f/jR/jp37z80a376QNQfnQpakU+dvX7x6P1f2GL/Bm9X/Ii09MGHW9uioiIwxuufe80rlC1+/+bhk8XwkqF7NkvsPXz122t2hReVzl+40a1hOknDS7B0VyxeuUsG2ZM2hmOjIooVy5cmVdf3WE0UK5zKpyqefZN+6+2dboVyKLFWxF8maKYoLgqAhVdNRcOZ2OX1ej9XuMFtsJDj8KVmWFFlKSEpVZCkiIowxDgCqKif5UmVJ0vXwQIAhohqmigDjQqhhJjK4wTgCcCHOXrrTqP3MPp1rjR7YRFVVzaQEDKbIUmp6QFXek2RJSk5JN5kUVZEZF6YwE3ARMJhJU4EoEGCShGnpAc2kShJKEiYnp4eFm2RJEkKomok4DwSYJGF6uhGmqZIs+f0GIqiKghL6/YaiSIqipKb6VVU2qQqqMvMbnAtZllZvPLbfdWXkgMYLVxxM8qWtnNcrU3QGLgQiCiEYF5pJkSQpPT1gMB6VIZwxTgTvIaJhMFVVZAkZF2npAT0yTAgymRTGuBCCc5IkVBQpEOBEZDIpgQBTVZlzAQCKIiuKHAgwAOKc/AHj+M83P7PlOXPxjufes5HfNFEUiQjeUxU5LT2Q7jeizZGcCwDgXBCRZlL8ARamqQGDJaekR5sjSZAg4lyYTIqiyIbBiIBzLkmSLEskKCXVr0eGAYLgItGXGm2OlCTkTCT6UqPNkQAgBEEwkarpKDhzu5w+r8dqd5gtNhIc/h0kCYmAiOB3koREQETwByQJk3xpqzcdc524Xr7Mpz071MiSOYpzAR9JEhIBEQGAJCEREBH8AUlCIQg+kiQkAiKCf4AIiCgEAYCESABEBAASIgEQkSQhfQD/Spalo6fcy9e7LFmiY7OYO7Wuks0Sw7mAjxARAIgIAPA9AEEE/0BCFEQAgO8BCCL4B4gIQESAiPABASARISIAEBH8TpalJF/qvGUHMkbrGfSwOtU+z5rFzLmA3+EHIATBR4gIAESEiESEH4AQBACIAIBEBL9DRAAiAvwAhCAAwA9ACAIA/ACEIAg+UjUdBWdul9Pn9VjtDrPFRoLDfxohiHOhKBLnQpJQkiT4O1EVGSVkTKiqbBhcCAH/HRBRlqWAwcJMKuNcCIL/G5Cq6Sg4c7ucPq/HaneYLTYSHP4zISJ8RETw94MAgEAE/+0QkYjg/x6kajoKztwup8/rsdodZouNBIeQkOAjVdNRcOZ2OX1ej9XuMFtsJDiEhAQfqZqOgjO3y+nzeqx2h9liI8EhJCT4SNV0FJy5XU6f12O1O8wWGwkOISHBR6qmo+DM7XL6vB6r3WG22EhwCAkJPlI1HQVnbpfT5/VY7Q6zxUaCQ0hI8JGq6Sg4c7ucPq/HaneYLTYSHEJCgo9UTUfBmdvl9Hk9VrvDbLGR4BASEnykajoKztwup8/rsdodZouNBIeQkOAjVdNRcOZ2OX1ej9XuMFtsJDiEhAQfqZqOgjO3y+nzeqx2h9liI8EhJCT4SNV0FJy5XU6f12O1O8wWGwkOISHBR6qmo+DM7XL6vB6r3WG22EhwCAkJPlI1HQVnbpfT5/VY7Q6zxUaCQ0hI8JGq6Sg4c7ucPq/HaneYLTYSHEJCgo9UTUfBmdvl9Hk9VrvDbLGR4BASEnykajoKztwup8/rsdodZouNBIeQkOAjVdNRcOZ2OX1ej9XuMFtsJDiEhAQfqZqOgjO3y+nzeqx2h9liI8EhJCT4SNV0FJy5XU6f12O1O8wWGwkOISHBR6qmo+DM7XL6vB6r3WG22EhwCAkJPlI1HQVnbpfT5/VY7Q6zxUaCQ0hI8JGq6Sg4c7ucPq/HaneYLTYSHEJCgo9UTUfBmdvl9Hk9VrvDbLGR4BASEnykajoKztwup8/rsdodZouNBIeQkOAjVdNRcOZ2OX1ej9XuMFtsJDj8KXwPgAAQgOB/ISL4y2RZUmQZAAIGIyL4P6WqMgIGDAZ/DAEUVZYkiXPBGIe/TFFkWZZIUMBg8BcosiQECSL4nSJLQpAggv/ZSNV0FJy5XU6f12O1O8wWGwkOf4pxkZrqlyRUFTlgcADSTKrJpMBfoyjyw0ev97suh4eZvq5fLoMeTkTwH4QIXNDh49f9AaNOtc8jwk2SLBsBQwiCf4CIqWn+o6fcj56+KV4kT+UKRRjj8G/IsqSoCjMY5wL+GCIIQWcu3rlx61Fsluh6NUqaTCoRwX+cEHTlxsM8OTJnz5YRAAyDCUFXbjzMkzOzJUu0EAL+ByNV01Fw5nY5fV6P1e4wW2wkOPwBRDQMNnbG1rfvkjWTcv7y3YrlCiUkpZmjwmaN76CqMn0ARIQfEREiACCRIIJ/hB/Ae0RARKqqHP/ZPXH29oL5sx09dXPNgj4VyhZkjCMCIgIgfYQIiAgARPAvEJGIAAARiUiSMMmX1qn/t4lJqVuWD/AHjJu3n5b5PH9MdCQRISIAEMF7siyt2nik/4g1cya179etjt9vAAB+AABIRBLii9cJ12/+VsyWJ5slhoRACQGACN4jIgCQEAHhPVmSTp671bxrXL0aJZfN7iHLkhCCCN7DD4AIEIEIiAgA8AMgAiJCBAQEhPfS0gMTZm5r3rB8/nyxz17EFymYK91vTJi59ev6X1QoW8gwGCLQByBJSAQIAAhCEADgB0AERAR/R6RqOgrO3C6nz+ux2h1mi40Ehz8gy/LTF/HL1h7u0b7a6s3H4pbuP7h5pBB0+fqD/t3qvEtITkn1Z8qYISLMlJScmp5umKMik1PSGOOZM0VJkkRE8JEiSwbjb+J9gossWaJMivw2IblDv2/j3yVvWfrNu6TU/HktkREaIgBg/Dtfut/IHKOHhZmEoNdvEgEhSg/nXBBAapo/Q2S4wXhKanqmjBkUWXqXmPLgt1cZ9PB8ubNMnL197eYT+zYNL10iPxG9ep0ICFF6uBCUIUPYolU/jpu+dff6YZXKFTYYlyTkXHjf+jgXmTJmUGR53rL9MxbuWrewb72apYjEG6/PYCw6KpJxHhkRpshSQlJqki8txhwZbY746fi1Vt3nO0e17NOp5itvoh4RpqoKEPiS0xjnmkn1paRlzhilqjIAJPnSUtP8GaN1k0kVQrx9m8yFiIqKSE5JQ8SoDBFrNh3z3Hs2cVgLf4ARUEy0Lkv4LiGFcZ45Y5Rh8ARfSobI8NTUdALMFKNLEqalB94mJOvhYRkyhMPfEamajoIzt8vp83qsdofZYiPB4Q8gQiDAiQgQmnWJe/zUu3/TiNw5s7x8/W7esv3PX77LnCmD+/aT8YObee49nzRnR62qxcPCTD/sP9+rY82RAxqrikJAQHDn/gvn3B16RFhKanpaujF1TOtDR68Nm7zhi5LWgb3qN6hVChAF5wmJKfOWHbzz4Lnfb8iyNH1sm2XrXHcfvCxeJM+hY9dKf56/RuVio6ZsyZk9Y+kS+TftOP3lF4VGftN48ZrD+w5dWhnXkwvqPnBpWJhpYM96X1Uquvy7I/cevixeJM9Px659UbLA9HFteg5ace7KnWM7x1uyRBPAG2/iiMmbMkbrbs+TnNkydm5Ttf+IVQlJqX271Gpcp8yOfedPnL1lL1vQdeJ67pxZvp3Rdfvec3t/vJQxRr997/nyOT0On7zhnLNjx5rBx07fXLjy4LI5PZs3KJfuD6zZfGzDtlPd21e/fO1BBj1szKCvDx69+uRZvGZSHj+LH9Sr/t6fLgHi+ct3q1SwHT97S1PlTq2qDBy3LleOTHWrlzp26oamqdNGt9mw/ZSiSG+8SXpkeLWKRYZP3pQrR6bssRldJ6/Pd3aKiAjbd+iSLMv3HryYOLxlhsgwQQR/L6RqOgrO3C6nz+ux2h1mi40Ehz9lMimeu8/qtZ1RrFDuDUv6RYRr0xbsmrVoz67vhmbNHFW50cTWTSoM7FW/Qt0xNat8NnF4y2Zd5wDAjLFtHz/zCkHFCueev+zAxV/uu3aMvfTL/Zbd562c2zNPriwN2s6Y6+xUs+pnrhM3GOOli39y4eq9kc5NW1cOunD13rHT7pLF8q3dcnzLioHhYWrtllPHDPp6QI+61ZtNTvKl7dkwbMy0LfsPXTm2e8L9hy/b9Fqwen7v8mU+rVB3zNf1yy2Y0TVu0W5n3M7tqweHh6m1W04dO+jrbu2+qtRo4id5sm5a2l/5QDp2+mbtllPaNP2yfs1SMdGRBQtkb9h+Zv68sdtWDdy0/VTvYSuXz+lR5vMCZWuN7tG+Wu1qJVp0mzvS0eiTvLGjp25eOqv7ig1HTp691aap3RwVgYD1a5UqkC9WlqTrtx6Nm751ycxur7yJwyZt+KZ73fXbTk4f0zYywtTlm6W9O9dYuf5I47pl7V8UypopasuuM/cevhw9oEmvoSv6da1tr1B82ep9j568KVMi/77DVxbP6nb1+sNJs3d8v/Kb8TO25ciWsVu7r7oOWDqsX8PHT+M3bDs5eWTL8HAtuyVGliX42yFV01Fw5nY5fV6P1e4wW2wkOPwpzaTuO3y5Vff5w/o3HDekWfxbX9NOs+Pf+Y7sHOe596J+m2m9OtX86suiLbrFzZvSqUHNUjWbT8mcKUPDWqUPuK5qJqVGleKzF+8t+Vm+rSsGLPvO5Ri1ZsOSfs9fJDjjduxYOzgtLbBg5Y8A1KV1ld0/XnKduHH2xym5smd6m5Dcusf8N/FJR3aM27nv/LDJG/ZuGJE7R+aK9cc1qV82bmKH9n0Xnbt898cto1ZvPrZ+68kTeyZ47j1v3WP+gmmdWzSq0LDdjDfxSUd2jNu57/ywyRv2bRyRITL8q6aTBveuP2pAE4NzCTEhMWXmoj3bdp0RAMvm9IjSwxt1mDWwZ92RA5q07bXw6KkbFw9Pv/jL/U79F6+Z3+vJs/hhkzbs3TC8RpXifn8gMSm1dstpCUkpSb7UGePa9ehci/kDnAuTSdm2++yxn28unNbl7MU7c5ftL/t5/rsPXi6P6/Hw0eu+I1bFTez47OXbWd/uzZc7y/SxbSbN3lGhTEFbwRzjZ2ydP7VzbNboweO+q1C24KVf7sVEZxg1uPlPhy8tW3d43pTOwyduGNS7fliYadq8H+ZO6RimmWZ9u+fYKfeAnvWa1ivLuIC/HVI1HQVnbpfT5/VY7Q6zxUaCwx9DBMPgzrk7p8/ZsXHVgFaNv0xJTe/U/9vbd5/v/m7oms3Hv/v+5M51g4///OvkuB3fLx+QkurvPXSFc1Srrm2+MhhXFenJ8/iG7Wfmzxu7eEbX3kNXvolP3LxiwLjpW89durNv44h8ebIaBkcEWZaGTli/aNWhjUv7Fy+S5+cLnnVbjj966t24xDF/+YEjp26c2jvpybP4pp1mO0e1qly+cPNuc+vXKDl5ZKvGHWa9iU88vmvCqo1HJ8zatmX5gErlbc27zrlz/8Wmpd/MX37gyKkbp/dOunLjYWfHkiWzunVoURkRU1P9k+dsjzZHFrXlatd70dhBX+fInrFj329XzO3RusmXXQcu3XPw4t6Nw7/fdXbj9lN7Ngx7/MTbZcCSMYO+7tK66rnLd1DCLo4lPTvW+PnCbc7F1pWDslmiJQklSZ4yb4dh8NEDmsxZvDeDHp4lc9Sh49cXTe+668CFy9ce1P6qhElVssfGjJn+/YAedWcu2jO8f+Mnz95s23Nu2Zzu/gDrNXj5sP6NDx65Gh6uDu7TaOaCXRlj9AplC06cuW3lvJ4/Hr125OSN6WPbuk5er1ax2LY95169SZwwrDkAEcHfDKmajoIzt8vp83qsdofZYiPB4Q8gohDi/JV73/9w5tWbhJpVi7doVN4cFXHN/WjpusOWLOYkX1rT+mXLlfq0U79vj/18s0fHGq9fJ3xmy925TVVZlokIABDh0LFrPxy8mMMSk5oW6NCycjZLdJ3WU3PnyLJuUV/NpBDBe5KEDx+/jluy77fHb2wFc3ZqWfm3p2++XfWT9ZPYWEvM6fO3mtT94vFT78KVBzu1qqKqcni49k33uuao8PnLDhw9fbNb26/M5oh5yw4Utubo1Lryg0evF6380fpJbKwl5vS5W41ql7EVzDV36b68ebL26lC9QL5s/oCx/DvXpV/ulyqR/7U3sXenmm8Tkp1zdsRaoju3rpqckjZr0d5slugC+WJPnbtt/6Jgi4blN+44ffr87Ty5srRpUkEQrN50zNGt9mtv0vwVB6pUKNK5TdXYrOb0dKPX0BXRUZEVyxXypaQ1b1A+PWBs2HYqNqs5JdVft3rJW3eeuU5cK1n8k8jwsJLF802b90Mha448OTN/t+1Uw1qlqtqLTF+w69MC2SqULnj0tDtntkwBgzWt98VNz5MLV+717Fj9yMkb3+8+26lllZ8veqKjImLMkcWL5i1YIDvnAv52SNV0FJy5XU6f12O1O8wWGwkOf0qWJcWkAErEmBFgBKAoshAiyZdmNkcoinzv/osGbWfky2NZs6C3rodHhJsMgxHBvzKpSnrAYIxfvHJ/7rJ9lcrZ1m8/OW10mzrVShiMw+9kWULE5JT0yHANEQDR7zcURVIUJT09YBi8Q79FNz1P96wfmjtHlsgIjXEuBEkSpqcbYWGqJEl+v4EIqqKghH6/oSiSoiipqX5VlRVF9vsNAFBVWQgCAJNJSU5J9/uNTDEZGBeIYDBOgkyqgggBgyOCpqkpqX5FlhVFkmUpOTndZFIURQYA2aTwACOitPSASVUkCYHgwaNXA8aumzSsRSFrjogIjXOBCETgS041Z4gkAAkxLd1vGDwqKkIIwZiQJJQlTEs3TCZFkpAxIUmoKHIgYKSlG9HmCMaEJKGiyH6/gYiMcVVVECExMSUiIkxVZc4F/B2RqukoOHO7nD6vx2p3mC02Ehz+4/ADIALG+M5957/ffSZntkz9u9UuaM3OmIB/AxEVRb5y7cH0hbujoyJaNi5f1V6UCwH/DBEQkT6A9yREAiAiWZZOnPl1xYYjRNSzQ41K5QtzLuAjREBEIQgAJEQCICIAkBAJgIgkCekDkBAJgIjgd5KEACAEwUeICABEBACICABEJElIBEQEAJKEREBE8A8kCYngvYDBdh+8eMB1tUubqpUr2DgX8BEiIKIQBB/hByAEAQAiAhARSBKSIAJARAAiAvwAhCD4Z4hIRAAgSUgERAR/U6RqOgrO3C6nz+ux2h1mi40Eh7+AiBjjsiwTEQDIsgR/TJYlSUIgAETDYPAfYRhclhEAhRCKIsPfDxExxiVJIiJFkeH/daRqOgrO3C6nz+ux2h1mi40Eh78GEeF/ISL4c4gABAT/YYgIvyMi+FtCRPiIiOD/daRqOgrO3C6nz+ux2h1mi40Eh5CQ4CNV01Fw5nY5fV6P1e4wW2wkOISEBB+pmo6CM7fL6fN6rHaH2WIjwSEkJPhI1XQUnLldTp/XY7U7zBYbCQ4hIcFHqqaj4Mztcvq8HqvdYbbYSHAICQk+UjUdBWdul9Pn9VjtDrPFRoJDSEjwkarpKDhzu5w+r8dqd5gtNhIcQkKCj1RNR8GZ2+X0eT1Wu8NssZHgEBISfKRqOgrO3C6nz+ux2h1mi40Eh5CQ4CNV01Fw5nY5fV6P1e4wW2wkOISEBB+pmo6CM7fL6fN6rHaH2WIjwSEkJPhI1XQUnLldTp/XY7U7zBYbCQ4hIcFHqqaj4Mztcvq8HqvdYbbYSHAICQk+UjUdBWdul9Pn9VjtDrPFRoJDSEjwkarpKDhzu5w+r8dqd5gtNhIcQkKCj1RNR8GZ2+X0eT1Wu8NssZHgEBISfKRqOgrO3C6nz+ux2h1mi40Eh5CQ4CNV01Fw5nY5fV6P1e4wW2wkOISEBB+pmo6CM7fL6fN6rHaH2WIjwSEkJPhI1XQUnLldTp/XY7U7zBYbCQ4hIcFHqqaj4Mztcvq8HqvdYbbYSHAICQk+UjUdBWdul9Pn9VjtDrPFRoJDSEjwkarpKDhzu5w+r8dqd5gtNhIcQkKCj1RNR8GZ2+X0eT1Wu8NssZHgEBISfKRqOgrO3C6nz+ux2h1mi40Eh5CQ4CNV01Fw5nY5fV6P1e4wW2wkOPzv4HsABEBE+B4AAQARSqgqCuPvCfhnkoSqIgNiIMCICAAQQFFlSZI4F4xx+P+DAIoqS5LEuWCMm1SFgAyDw7+PosiShIbBiOA9RFQVGSVkjHMu4D+HLEuyLJEgQcS5gL8TSUJVURjnRKAqMuPvCfgvQqqmo+DM7XL6vB6r3WG22Ehw+FMG44bBJElijGuaygyOEnIuVFV+l5BywHXF/kWhQgVyCCHgd5KE9x6+PH3ek54eaFy3bGwWMwGkpvmPnnI/evqmeJE8lSsUYYzDP0PE1LT/jz24AHMqSxeF/X1r751dkqqUQXAPEqzxhkBD49po4+5SpKHRxiW4u7u7S0OQxl2DBLdCikBJSiJ7re8Hzulze/4ZZvreqTvnPHfqfb3HTzuev3pfvHAuS9kCuw5e0gcH1KhcDP4ERDh1/t7rNx8b1S0bEKBDhDdv406eu+v6kFi+TIEyJfJyLiCtSYzduvf8/OUHObNnyJEtqlD+bIIL+J9BYvjkeeyx044SRXMHB6mnzt+rWK5A4YLZORfwr0CKqkfBNYfd5nY5TRarwWgmweHrJIk9evJ23PRtt+69aN6wQpsfK+09eHnV5pMF8mUZ2KtBXEJy1/6LB/dt2LdbHb9PQwQg+AwxPiG5VffZT17E/rZnTNbMEZrGJcZWbDzed+iqGePaRXer6/f5hSAAYIzRFwAgS2zFxuN9h66aZevQumnFui0nZogybFryk6JI8AUR/AdEpC/wCyISgnoPXnbp2qM96wbnzJ4BADSNj52+ffqCvZuW9mtSr5zfr8HXIQICAoIQBAD4CQAgEBEAIgIRIAIREBF8ocjSkZM3L19/nCVzhOPeizy5MvXtVtvv1QgAEegz+AQ/gc8ICAEBgQgQkb5ABAQEBCEIAPAzIAIigt/hZ0AERMQYAgARIIIQBF/gZ/CJEAQA+BkAYHxicvefl7ZsVL7St4U691s0sHeDqhWL+DUO/wqkqHoUXHPYbW6X02SxGoxmEhy+DhGBoH30/GOnbp8/NCGfKfvOPWdadp8zYVjLn7rXffYiNuZtnDl/1gxRBrc75UNcUmhIoCJLn3h8/prNbNmyRCyc2pUxjAjT63TKvOUHR03eumPVgGKFcxJBuCGYcx4XnywrclhoEBEpijxv+cFRk7fuXDWwmDnHvYcxGaJC8+XOhAixrkSfT4sI02tcEFGqx2cICVJVJTXVm+BODQsN8vq0J8/fMYZFzTllxmI/JHLOpy3Yt3X3ueO7RuXPm4VzAV/BGApBH+OSJFkyhARKEktITPF4/QGqosiyxjWvVwsKUuMTkkP1gcHBAUQEAInu1EFj1lX/rljj+mUSElMCVJ3X69fpZCEo1euLCg+RZYkxiItP9ms8QFVkWU5J9coSQ8TkZE9UZIiiyELQx7gkSZYMIYGSxJKTPYlJHkNIYECAQgSfSBJLdKcmp3jCQoN1OjkuPkmWJcaYX9MMIUGIyBD9GnfFuRVZigjTM8bi4t2aJiIjQuLik/qNWPPLT430QerQCZumjGqbPUuEEAT/CqSoehRcc9htbpfTZLEajGYSHL6OMXR9cFdvOj4gUFk9t0+IPmDeisNLVh/du34IAA0asz5Xjoxr50dfvfnYNmtnsUI54hOTL994MtvWITJc/33jcTUqF1NV5fDxG4undWtYu0z76PlXbjxeMbvnwlW/Xrn5dMuSnxKTUlv1mDOsX+PeXWr7fRoRdem3+MqNxyvn9F6y5sjlG0/WLuhjLpBt+oJ9F68+LFfKZP/tdvaskTWqFJs0e1fVioVnjGs/eNyG46cdGxdbdx+6smLD8Rlj29WvVWr6gn3nrzz4tpRp2bpjeXMZ96wbHBykCkESY8gQiOALIUgQIWKqx7t682+qTj5/5WHLRhWQ4cWrD/PlyrRm68mfezbweH1T5+1pWKeM89Ebv9+/cFq3wACd16dt3HF67tJDPzYsL8vs+Ok7k0e2XrnxxOu3cd9bCu88cKl355rNGpbftuvck+fvsmSK2LTrzJDohsdOO67efFKvZqk9By81bVCuQ4sqy9YfU3Xy+SsPWzW2ZIgM+fXEzcAA3dMXseN/aREYqCLg8dO3b955njEq9NadFz071li16cStey/Klsh34syddQujs2SKcH1I3LTzbIg+8Owl5+C+P1y79dT1MfH5S1fhgtmKFsoxc9H+RdO6nb5wb+/hK7NsHXWKTETwr0CKqkfBNYfd5nY5TRarga2HzgAAIABJREFUwWgmweHrZFm6dP1RnRYTLeUKtGxk0Tifu+xQojv1xM5RmY3hP7SfGvs+Yc38Pl36L44I0+9YMWD4xE3rd5y+eGjC2csP+gxZMW9Sp9CQoDY9586Z2OnHH779rsHoPLmMu1YPnL3kwJjp2/esGfTo2dt+I1bvXDWweuWinNPH+KQaTcfnyWXctXrgvBWHRk7asmPVwPcfEnsMXLpids8yxfOWqfVLx5ZVBvdtWKflRGOUYfnsno07TA8K1B3aPOzitUd1W06cOLx1VIS+5+Dly2f1KFfSVK7WsB9/KD9zXHsC4Jw/evr2Y3wyIsIXObNFZckULkls+94LJ87emTq67epNJ0OCAw4dvzlqYNMwQ3D0kBUTR7QKD9N37bd41KCmnlT/olW/LprePShQlSV27sqDhSt/XTG755PnsaOnbF0yvduuQ1cuXnk4Z2LHYRM3lSiS21wg69R5e2fbOrqTU38Zv3Hh1C6Xrz/etOvs0pk9Zi7aFxIcmCdnxl9P3po6uu3KjSfy5jLuOnCp2Q/fJiV5Tp69M3lkm+Ag9cnzd0PGbxg98McCebO07DG7X/d6ySmeTTvPjhjQ9OmL2PKl84eGBF658fgX28bh/ZvmzpnR+SBm7bZT44Y0X7LmSOFCORDxxu1n08e0m75wn6bxwX0bci7gX4QUVY+Caw67ze1ymixWg9FMgsPXqTplyZoj1uGrF03t1r5l5ecvY6s3GV/UnGPbip9fxLiqNRnXuG7ZmlWKN+82c1i/JkOiG9Zsbkv1+H7dMnzEpM37j1w9vHX49r0XZyzaZ98xkgRVazp+YJ8Gg/o0aN9n/t0HMQc2DJm2cP/ug5dO7h6TI1sUIl658bh2i4kD+zQY1KdBh+iFd+6/2L128OipW4+cuHn56KQbjudtes5dNrNH3lzG+m2nRHep1aKRpWL9kR1bVpk6pu2k2btnLdq/eWm/NVtOHj5+8/LRiTduP2vdc+68yZ07tqzi93OP17fv16vPXr6XGCMABKj2XdGSRXMJooFj1mXNFDHY2hAA12w6ceTkrXULok+cvbNiw/GlM3pcvfVkydqjS6Z3X7f11HtX4vD+TQQJRZGXrDnqfPR6pq3j5p1nLl59NHlkm6HjN5QomqtR3bK9By8f0LvBiTOO5y9dc6d02bb7zNGTt+dN6jxtwb4AVe7duVbfoSvbNKt40H49Y5RhsLUhCLp84/GAkes6ta5sMARXKlcw3KCXZLbrwKW1W09tWNTX6/W3j54/9KfG5y8/IKDB0Q2ByOfnCMCFWLPlt3VbTzWsU5oEXLv1pHG9shmiDBXLFRg2YVORgtnbNKsUPWRF7WolGtUt4/Np8C9CiqpHwTWH3eZ2OU0Wq8FoJsHhKxAxNdXbe8iKXQcv7Vs/pHKlIgcPX2nYbmq/nvWmj2t/7Lfb9VpNmjamXQFTlqadZnRsWaVDi8qNO0yrX7PUhGEtG7SdqlOkHasH9hq47PKNx6f3jT11/l4n66JlM3vU+r543daTQoIDJo1o3XPQ8oyRIbvWDgpQdYosrd9+qpN18fJZPWp9X6x2y0kZIkM2LrH+PHLd7gOX9m8cuvvwpS27zh/YNNT58HXb3vPmTezs8fkHjFwzy9axV6ea7aMXXLr2cM/aQdMX7Nt54NL+DUN3HLiwfP3xbSsG1K5anHMBAIoiM4bwO03jnAtJYsMmbPL7tbGDmz9+/u7oyVsXrz6cN6nzvBWHXR/c86d0Xrz66LOX7yePaBU9dGWJorm7t68uBCHC4LHrC+TN0rNzrV/GrQ8JDuzUpmqvQcuG/tRQlqRRU7YsnNptx74LjnsvJo9sM2rylojwkGH9G/cauKxFo/KF8mfr+8vKaWPardt+2uf1jx3U/OGztzFvPs5ZenDepM5hoUFvYuMLF8gWoCoH7ddXbjyxdGb3S9ce7dh3YfTg5sMnbPqhdukm9cv5fBoiCEH7j1wrYMry+u3HzTvP5s5pfPHq/ZwJnZ69jPV6NdusnT3b1yhUIGvPgcuG9W/ybcl8GhfwL0KKqkfBNYfd5nY5TRarwWgmweFvQUQhxPEzjp37LyUle5r98G3xwjk37Th7w/G0qDlnz441k5M9v0zYmDljWMvGlr2/Xrlz/5VeH7D38OX5k7rUrvbN+Bk7ihTM3rVt9TWbj+/Yf6ntj9/lzWWcOm93nlyZ2jWvtGP/pVuO54ULZV++7livTjVGDWjGhWCM3brzfOz07flyG9s3r7zr4KUbjufd21cPCtTNXLQ/Ilx/6frjUH3g3nWDX735MHbatoxRYd9XNO86cDlzprDozrXPXXZu2XO+Wf1yObJGzV1+KGOUoaApy2/n7pUrma9bu+qR4XpBBH+LJLH7D18vXWfPmzNjUXPOPDkzzlp8QB8cEByoPnnxrnfn2nfuv4iKCK1euei0+XviE1P79aiXJXOEy5XQZ8jy6C51KpYruGj1UeejmKYNvr1w9UHHllVcH9yT5+xuUr9cIVOWWUsOZs0U7vVp8QnJ7VtUPnX+brMG3zKG42bsqFy+UNFCOVdtPpknR4ai5pwli+Zavv54fGJK0ULZvy2TP4sxHACSkjwbdpwJMwQlJXuqf1csMiJk6Tp7k7plc+c0cs4RAQDXbv3tXWxC3lwZc2XPGBUZsnDVkRxZIwvlz160UPbpC/dljDI0qltm9pIDhfJn69SqSoCqIyL4VyBF1aPgmsNuc7ucJovVYDST4PB1sixJigwIwq9xLhRFBkkCzn0+DRG4JhBh657z2/ZdGGptuHHH2dv3XqyZ3ydHtgxMZsDJ6/NLjKV6fapOkST0ejVFkU6fvzd1/t6+3Wpfv/V0x/6La+ZHFymY3a9xAJAk5vNpAKDTyUKQ1+cPUBXGmODi4dO3DdtPLVowx5oFfYICVa/XL0tM0ckej5+AFFlGhFSPT9XJsiR5fH4EDAxQklO8ksQ+ISL4OklinAuP168PUgWBEIILoSqy1+eXZVmRJSLya5wAECDV47vrfPUhzn3izJ2RA5rqgwPFF4oiy7Lk82kApHEhSxJj6PdzAFAUyefzK59Jfr9GBJxzxpgsS5rGPV6/PiiACyEx5k5KDQpSEUEIAgBEZAwTElNC9IGMoRBCp1P8fi6EgN/JsuR2pzKJBQepRMS5SPX49MEBRKRpHBElSfL7NSYxhkhE8C9CiqpHwTWH3eZ2OU0Wq8FoJsHh/xQiyhI7df7uglVHMkWFRYTr2zSrmCeXkXMBf8AYCkEAwBAlid1xvpq+cK8sSRmjQn9sWL64OafGBfyOIRIAEeFnIAQhot+vbd1zfvu+i3lyZozuVjtPDiMQEQARISIAEBEAMIYkiAAYIgEQEWNIBEQE/wgiAgARAQAiAgARISIRwe8QUZLY29i4mYsOZMsS2aRe2ayZIzgXiACARAS/Q0QiAgBEhM8IAIkIfoeIAEQEiAgARARfMIZCEPwlxpAEEXwVY0gERAQA+AmAIAIARAQAIkJEACAi+NchRdWj4JrDbnO7nCaL1WA0k+Dwz5FliSFqXCiKpGmccwF/l8SYrEh+v6YoMte4xgX8I0SkaVyWJEEEAJLE4L8PIjKGEmMa50IQpPvbSFH1KLjmsNvcLqfJYjUYzSQ4/NMQABCI4M9DRCKCPw0R4T8QEfw3QwQiSPd3kaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcEiXLu2RoupRcM1ht7ldTpPFajCaSXBIly7tkaLqUXDNYbe5XU6TxWowmklwSJcu7ZGi6lFwzWG3uV1Ok8VqMJpJcPhHGMNPhCDGUAgCAAQgACLCTwAIPiEi+CNElGWJMdQ0zrmAL2RZkiRGgnx+TVEkBPT5NfifBBFkWWKMCS40LhRFEoIQABF9fg1+h4iyzBDQ59fg/zJZYkKQIII/R5aYECSI4H+HxJgsSxr/REAaIEXVo+Caw25zu5wmi9VgNJPg8HfJsvTsRaw7yZM9a+T9RzGF82cHBATgglSd7PNziaHGuSzLqk6G3zGGcfFJJ8/eexnjKl8mf5kSeYkg1eM9c+H+gydvshgj6tcsefyMw+P116lWQqfIRAT/AyBiUrLn+OnbL19/MOXOXKFs/r2Hr+TNncmd5ElO9jSoVYoxJAKJYVKK9+hvtzxef8PapQMDdEIQ/B9RFFkIwbmAvyRJ7BO/XxOCrt1+mjNblDFDmBAC/hEh6NrtpzmzRRkzhAkh4A9kWQIATePwVxDx/sOY0xfuVyxXoHDB7JwL+GeRoupRcM1ht7ldTpPFajCaSXD4Okli9x/GnDp3r1L5gucuPShVPA9jOHrqtpi3H9o2+65x3bJrt/62Zfe5ciVN0V1qFSucC4DgEwICQsQpc/eMn7ljzfw+LRpV0DTOkB07fbtxx+kdWnw3YVjrjn0XxCckb1zyUxZjuF/jAICIACQEAQB+BkDwCQEQEXyBCIgIAETwHxDhEyJABBJEAAwRED4RgvAL+gK/ICIAQEQiAgCGKOgzAGAMGWMbdpzu8fPSoT81alq/XOMO0yuWK+j6mPjufYJ9x8gAVYcIHo9/zrKDGTMYBKfmDcsbQgM5p08YQyAgAEQQggAAERCRCBCBCIgIPwEgACICgHsPYyLD9ZkyhhMRwmcEwBDfvY+P/ZBYuEB2j9c/ZurWpvXLVShb0O/XEIE+A8aQCBAAEIQg+AIRPV7fmKnbmtYvZ/m2kM/rBwBEEIIYw6fPYwVRnpxGIsLPgAiICAAkib2M+dBr0LKBfRpUrVhE4wIRiICIAAA/AQAEIgJARCACRCACIkIEBAQEEkTwX0hR9Si45rDb3C6nyWI1GM0kOHwFfgIwcMw65+M3NSsXXbXp5Izx7cuXzt+w3dS3sfFHt43Mmj3T4uX7o39ZuWpu73atqmhe/8f4JLc7NTI8RK8PQMRfbBs37Ti7Z/2gkt/kjfvoTkryXL7xuEP0gskjW7dsbLn/MEavD8yeJTIl1RuiD0SE+IQUfZCq1wdIjKV6/bGuBH1wgKrIiKiqCgAwhgDw/kOi36+FG/ScC2SYlOwJClQVRU5OTg0zBCuyHJ+YHJ+QbDAEhYUGJyV7kpI8en1AcJDq8fjjE5ND9IF+P/f5tPCw4JRUb4rHF2EI1ukUScK4+GSP17//6LWBo9etXxBd7bui0xftK1owR6rHG/M2rl/3uowxIejU+TtL1trnTuycNVvUR1dCcoo3IlwvMRYXn6TTKQDAhTCEBAGAx+tPSvbogwNSPb5AVdEHByaleBKTUkKCA4ODAmJd8T+PXNumWaX6NUp6vP64hGSdIiuypAYoK9Yfcz56PXZwc69PI6DwML3EMC4+WeM8KiLU7+fx7uSQ4MCUFA8BRobr4QvORXxiMgIGB6tJSZ6gQNXj9WucR0WE+Hx89NQt2bNG9u5US5Kk+IRkr88fGR4iSYyIZFl68Pj1qClbp45qmyt7hriE5OQUT1hocECAgoAJ7hSP1x+gKoosa1zzerWgIDU+ITlEHxiiDxCCPn5M4kKEhwXLsgT/iRRVj4JrDrvN7XKaLFaD0UyCw1cgIgAsWPnr5euPan1ffMf+iz91q5s1S3jtFpMK5ssy29ZRVeWRk7ccP3Nn/4ahBfJlmb3kwNWbT/LlMp678mD0gGblyuRv1mlGSopv7/pB5y8/mLn4QPnS+c9feeC493LRtK6nL97fffDy0hndiODnUWszG8PqVi+xYsOJzMbwDYuiX7+NHzl5c87sGYjozIX7g62NWjWuwLlITfHNWnrgwtWH5UuZjp12ZM0U0bFllbHTtyFgqW/y7Nh/cc7ETrGuhMPHbhTKn+3MhXt9utSOCAsePHZ93lyZ1i/qO23B3rVbT62a2/vClQdzlh5s2uBbfZC6fP3x3p1rDf+5yZZdZ1dtPFmpQsGDR6+/fht3bMfI9x/cXp8/a+aI23dfVPuuaIg+EABexriGjt8Ql5Bi7Vo71eN7/S5O1ckvX3/s1LLKzMX7XR8S8+bOdNf5asXsXpER+otXHo2YtKlcKdP9RzFlS+T73lL4xNk7WTNHXrr+qFfHmsdP31667libphUrVzAfOXkrd46MV248FkTtm383aMz6bFkj6lYvdeL0bVVVJg1vvX77aVlm712J+uDAapUKDxm/MXvWyCyZIuy/3Zoxrn3JYrk5p3ex8aOnbQsO1PXrUW/YhE2qTjYXzL7v1yvjh7bweHxDbZuqVSrcslHFB09eJ7pTvD4tKdnTr0e9AFWRZWnvocv7j16fO7Hj6Qv3bzieZYwKvXnn+eDohjcczy5df5QvV6Y1W0/+3LOBx+ubOm9PwzplnI/eaFybY+u06+AlQDx/yfljo/LVKxX1axw+I0XVo+Caw25zu5wmi9VgNJPg8I8QkSxLfj8PDFJ3H7jYtte8BrVKN6hVKiExecaiA8ao0D3rBu85dMU6fNXKOb2rVixcqtqQCmULjBzQtFGH6dUqFfm5V/26LSdWKl9o4dSu7XrPe/D4zZFtI85ecrbrPW/FrJ4/Nixfo5ntY5x7+4oBI6ZsvnXnxdbl/YaO3/DOlXhi5+h5yw9NW7B399pBlcubhaB1W09FD1u5fFbP8mXyl6o2tPkP386e0LF9n/lXbj7p0qbqll3nqlYqvGrTyTGDfuzQsnKNprbAQN32lT+36zP/wwf33vWDew1a/jzGdWTriOev3tdpMbFlE0vvjjWrNh3XuG6Ztj9+92Pnme2afzd6YLMazWwMce/6IYFBqiwxv5/LMhOCPgFAScLB49Z/UzhX+TL5h47fOH1Mu+AgXYfohROGt7rpeHrx2qOfe9V//spVoXR+nU7mXPQesqJSuQLFi+RKSExZseF4x1ZVqn9XtEP0whrfFQ0P1+8+dHnRlC7jZ+0MUnVDfm5im7aNIVq71en285LoLrUtFYovWbn/+cv3Zb7Ju//otYXTul6/9XTc9B1blv80esq2rJkjurat2uWnxf161LWULejza6qqLFlz9PHTt1PHtJs4a2dCYsqogc16Dl7eqrElby7jsAkbF03t9uDxm/krDi2c2jUuPrnnoGWzbR0L5c9GRNMX7EXAHxt+O2jM+lEDmxXIm6V1r7k1Khc9ff7+L/0bhxuCo4esmDiiVXiYvmu/xaMGNfWk+peutY8b2qLfiNVN65ezlCsQGhIUFhpMRPAZKaoeBdccdpvb5TRZrAajmQSHvwsRAYCIGEPG2IRZOyfN3rVj9YBa1UteufqgUfvp9WuWnDepU/s+C0+eu3Ph0ASfT7PUG9mwTulGdcq0j144Z0IHnSK36zN/xeyeNaoUq/mjrWihHKvm9h4+cfPGHWdO7B6t6pTvGoxq2qDcoOgfGrSeYsqX+adudWu3mNC5ddXpY9p1iJ5/887zvRuG5sqewefzd+q78PiZO5ePTHzw5G3jDtNmjGvXqE7ZOi0n5sgWtWZ+tCThoNHrN+08c3jL8GxZI6o1GZ87R4bJI9s0bDf1hzplfu5Zr27rSSWL5l4zP3rdtlN9h67cuqK/xFizzjNm2zrGJ6QMGb9h/4ah+XIbLfVGtm5SceqYtkLQJ/AHksQ+xiVF/7JyQM96dx/G/Hb27oo5PZ8+j+0zdOXUUW3WbT1VuFD2Tm2qEhd+v4aIMW/jBo5aN3ZIs8KF81y8dG/01K0rZ/cKMwR3si5s0ajCXWdMQIDSqVWVNr3mDu/XpFxpU/f+S1o0smTPGjF6ytY5Eztlyhg2YNTaCmULXLnxKDwsZNiAH389emXJmqOzJ3QaMnb9z73qBwToJs3eNX1c+4xRoUIIIho0dkP50vmb1i/Xc9CypvXLFSmYffDY9dPHtLtw7eHRk7cWTO4ydcHej3HuGeM6XL/1dKht48IpXXLnNKZ6fD+PWNOwbmlBtGLd8fWL+nq9/i79FxujDD4/Xz6rx4mzd1ZsOL50Ro+rt54sWXt0yfTu67aeev8hcfTAZoeO3Zi5+EDu7FFTRrcNDg4gQfAZKaoeBdccdpvb5TRZrAajmQSHP82dlNqq+5wrN5+c3je2QP5sqzYc79F/yeRRbQZGN7AOW7V974UTu0cfOXFr8tzdK+f2evj4zeCx6/dtHPo2Nr5D7/kTR7TOl8fYvveC6C61Rw9qVr/NFNfHxBO7Rp+/8qhJx2lLpncrUSR3tWbju7St2rJRhepNx9X6/pvB0Q07WRdmzxq1aYk1KEjVNN7t56U7D1w8sGHI8TN35i0/tHvt4KAAXfVm43t3qjVxRCsAGDd9+5ylB3evGRTz5qN1+KpZ4ztkMYbXbD5h9KAfMxvDew9e1r9nvfG/tOw3fM2mnWeu2Cft3H9p9NStO1cNuOt8NWDkmmVzepGg7gOWThvbtm+XOvBXFEW+fff56KlbF03teuLs3SMnbs6f0mX3wUvXbj3t16PeT8NXDejdoHxpk6YJAJBl6cSZO4tXH1k8vVtkRMiVG4/HTd8+b1KXN+8+Ll59dPjPTUZN3lqvRskalYu26zO/b9faGaMMA0atXTCl6/1HMdv3Xlgyo5vXp/UcsHRw30aHjl0PDFQG9G44de7uiHB9hbIFxk7dtnx2j8PHbx797fb8SZ0DA3USw7fv43sMXDYkumGOrJF9flkxc2yHx8/eLV9/bNmsnjMW7vNrfNwvLRcuP/Tq9ccJI1otX3cs1pU4vH9jWZZev4nrOXjpuMEtPsYnLV1rXzqz+6Vrj/YcvlLIlPW3c3fnTeo8b8Vh1wf3/CmdF68++uzl+8kjWkUPXVWqeO5C+bNyTlkzhf8yYdOk4a3y5srEhYDPSFH1KLjmsNvcLqfJYjUYzSQ4/AmI6PX67adu79h3ARA7tqxizGDYuOOM81FMhTIFOrX+Pi4+ae6yQyH6wKRkT83vi9ep9s3Js3dmLNxf+ps8DWqVXrH++Ku3cZW/LXjz7nOdIvfqWOPUhXv2U46ubaoCwO5Dlwf2bpAhMnTk5C1CiK5tqh09dfvS9YeRYfrdh64Miv5heP8mmsYlCU+cvjNvxWFDaOCtOy8Qcf/GoS9jXHOXHerernql8oWEoNj3CbMW75dlyevzlyuZr9kP5Z8+jx02YVNAgFKzSvFjp27LstSjQ40jJ27GxSeNHdL88o3H0+bttZQtUPW7IotWH0lK8lT8tuDZS87MGcN6d6plypuZcwG/Y4wpqrxt97lDx24smNzZneRZv/10poyG5BRv3eoliWj9ttMdWlaODA8hIgCQZenk2TuPn73r0KIyImoa37jzjMSYpvGyJU0F8maeOGfXx7ik7u2r37zz7Lfz94oUzH7rzvNK3xbMbAxftfm3H2qV+t5SePLc3fnzZa5QusDxM45smSN9fq1JvXJ3nC8vXXvUo0P1Y6dub959rkeHmmW+yYOIHz66bbN2FsibpUKZ/CfO3enetvqt+y8WrzrSqWWVpy9iT56926nN93myZ9yx/2LWzBFJKd6GdUqHhQYBgSvOPWrK1mLmHD/+UH7n/ouhIYFJyZ7qlYvpg9SJc3aFBAcGB6pPXrzr3bn2nfsvoiJCq1cuOm3+3qQUbzFzjpt3npcomitQ1VWvXFSSGBF8QYqqR8E1h93mdjlNFqvBaCbB4U9TZInpZADgPk0IoegUYAw49/k0xvCT+ITkUH2gLEs+vyZJzOv1M4Y6nSK48Pq04GDV59M0jauqQkQej18NUGSJMUXWvH4i4lwwhkdO3ly06mj/HvXOXXmwY//FTUt+yp83sxCUkJjcf+RaU55MlSuYrcNWtfuxUr8e9Rhjkk7mPk3TOAAwxiQJ4xNSggN1qqp4fRpjqGkCEVRV8Xr9nAudTlEUCRh6U32SxLxevyQxRZE1jWsaDwpSPR6/INIpkhAEv2MMHz99l5iUetB+vaApy48/lBdCEIE7KcUQEkwARKTTyT6fRkTwO1mWJIZenwYAiCgxTEhMCQpSFVnm4jONC1WnIILH6w9QFb+fM4aMocfj1+lkxlDTBGMoy5LP50/1+MMMQZomGENZlrxePyJqGldkSRABACJyLhhDSWKyLPl8GgBpmlAUiYi8Xk1VFcaQc5GU7AkLDRJEQhAAIKLGOWNMYgwREhJTQvSBjCERCUFcCFWRvT6/LMuKLBGRX+MEQIJUVU5J8fr9PDQ0iGuc4L+QoupRcM1ht7ldTpPFajCaSXBII4iAiERARPAFY0gERISfgRCEiABARIiAiEIQ/AEiyhK7cefZtPn7wsOCwkL1zRqUK14kl6ZxRPR6/XOWHrx190XO7BnM+bO2aFRBliUigr/CGBIBEcEXiAgARISIAEBE8AeMIREQEX4CIIgQEQCICP5AltgB+7VfT9ysV73k9xWLSBIjIkRARCEI/jTGkAiICACe7kz1AAAXRUlEQVQQEQCICAAYoiBCRAAiAsaQBBEAIgIQEeBnIATBX0JEIoLfISIAEcF/QUQiQgREFIIAAD8DIQj+ABEBgIgAgDEkQQSfISIAEBEiEhH8DhEBgIjwMxCC4C+QoupRcM1ht7ldTpPFajCaSXD4H0aSmCxJfk1TFIVrmsYF/E7VyRoXjCFD9Pk5EcG/EGPIGEMAjXMiSPd3kaLqUXDNYbe5XU6TxWowmklw+B8JEYkI/goiEhH8N0EAgnR/BimqHgXXHHab2+U0WawGo5kEh3Tp0h4pqh4F1xx2m9vlNFmsBqOZBId06dIeKaoeBdccdpvb5TRZrAajmQSHdOnSHimqHgXXHHab2+U0WawGo5kEh3Tp0h4pqh4F1xx2m9vlNFmsBqOZBId06dIeKaoeBdccdpvb5TRZrAajmQSHdOnSHimqHgXXHHab2+U0WawGo5kEh3Tp0h4pqh4F1xx2m9vlNFmsBqOZBId06dIeKaoeBdccdpvb5TRZrAajmQSHdOnSHimqHgXXHHab2+U0WawGo5kEh3Tp0h4pqh4F1xx2m9vlNFmsBqOZBId06dIeKaoeBdccdpvb5TRZrAajmQSHdOnSHimqHgXXHHab2+U0WawGo5kEh3Tp0h4pqh4F1xx2m9vlNFmsBqOZBId06dIeKaoeBdccdpvb5TRZrAajmQSHdOnSHimqHgXXHHab2+U0WawGo5kEh3Tp0h4pqh4F1xx2m9vlNFmsBqOZBIf/TYjAGJMYfgIEgkgIwQVBunT/CymqHgXXHHab2+U0WawGo5kEhz8NEWRJEkK8+ZD0Li45OdWHiGF61RihzxgeLARpXEC6dJ+RoupRcM1ht7ldTpPFajCaSXD4c2SJ+TV+4c6rg+cfPXz1MTYuOcXjB4SwYDVDRPA3eY0NKhYolCsKCLkQkO7fHSmqHgXXHHab2+U0WawGo5kEhz9BkaWHLz8s2n3l5PXnXp+GCBJjiPCJIOBcAIA+SNeiqrl9neKRoUEaF5Du3xopqh4F1xx2m9vlNFmsBqOZBId/RJHZ9QdvRy478eRNvE6WEOFvEkSci/JFstu6fZ8xPFjjAtL9+yJF1aPgmsNuc7ucJovVYDST4PB3KTK78yR24IKjz98lqooE/4jHp1UslmNSj2oRhkDOBaT7N0WKqkfBNYfd5nY5TRarwWgmweHrENHn1/rN+fXM7ZeqIsFf8mucCHSKBH9AAH6Nd61f4qfm3wohiCDdvyVSVD0KrjnsNrfLabJYDUYzCQ5fpyry5mMO2+rTjCEi/P/kyRoZFKC7++StIII/EIICVHn1sIYFckZxLuDrEBH+AAEIiAj+DElisixpGudcwP8diKgoEgJ6fX74CkSUZYkx9Pk0IoI/ARF1OlkI8vs1+G8iSUyWJQDw+TQigrRHiqpHwTWH3eZ2OU0Wq8FoJsHhKxhiqtfff96Rc7df6hQJ/oAIEGFM99p5s0R2tW32+DVEhD/waaJD7WJD2lp8fg5f59d4aqpXliUAEIIIIEBVFFmCf4QxvOl4fvjEjZpVipcslptzAWkNEeMTknfsv6hx3qF55YAAHRHBX2IMPR7//qPXXsa4OrSoHB6mJyL4uxhjie6U9dtPZ80U0aBmSWRIBP9iiHj99tOjv91SZLlN04qZjGGcC0hjpKh6FFxz2G1ul9NksRqMZhIcvkInSzcevrXOPhSX5JEYg98RAAlABhN61cmTJarjuE0erx8ZIvwvPj//xpRpbr/aYSEBQhD8FQQggMlzd793JWbKGHbqwr3WTSruPnS5U6sqDeuU8fs1ABCC8AsAAgAhCAAYQwBkDGPefOwxYOnA3vWrfVfUr3EhCL5gjAEQfCEE4RcAJAQhADIEQCJBBPgFAAlBiMgQBRFDFCSIgDGUZWnJmqOnz99bOrOHoshEBACMIQASEQBwLuYsPRgVESLJrGblYhmiDADAEAGAgABACAIAxhgiEBEAyJL06Nnbtr3mFS6Qbd6kzoEBOo0LAGAMiUgIAgDG8BMiEELAHzCGnxABCQGIjCF9BowhEQgh4Hf4n4CIhCAAYIwhAhEBACK+eRfXpMN0LsTe9UMyG8OFIEQgIiEI0gYpqh4F1xx2m9vlNFmsBqOZBIevUHXygXMPBi44qpMl+B0REBAQItL4XnXzZonsNG6Tx+dHRABARPhCE5QpPHhOv9rmXBn8Goe/goipqd6te879ULvMzgMXz15+sHZ+n807z4aF6cuUyOvz+QWnzJnCPR5/zNuPqk5WVSUsNEiWpXexCSkeb46sUQ+fvBk7bfvsCR2ZhEKjjBkMRKRp/G1svD44QONcCMpsDE9J9b5+G6cPCjBmNAgBb97FaRrPkilcVRW3O/VtbHxISGDGKMOHOHdysic8XP/xoztTxnBVVd6+i/NrfOXGE0GBuiF9G2mcIyIAvHufkJzsyZYlMiBAuXTt0cRZO2eMa1/AlMXn44gohHj28r0QlCmjwev1G0KDdIoc8+Zjgjs1S6ZwTeOyzD7EJb16/TFPTmNQoO69KzFL5nBNE+/eJxgzGMJCgwDB9THpbWxcRLjeGGVARABARMbY+w8Jb2Pjo8JDjBnDklM8b97GRUaEBKhKzNu4UH1AhigDfMEQNSFi3sQlJaVmyxIRGhLEGL5+8zHBnZolU7hf46Ehga/ffKzfZkqZEnlXzO6FAK/efEhwp2TLHBkaEkREkAZIUfUouOaw29wup8liNRjNJDh8hSJLaw/fnLjuTKBOhi+4EJmjQlvXKhWmDwSgkgWyhQQFnL75RHDh18S2YzfuPXsnSQwABJEqy3P61bYUzeb1c/hbiACRGGO9By/Pm8s49KfGT5/H/mLboChyZERIzOuPtmEt1287VaRQjivXH79zJcyf3HnngUsJCckxbz5GhIfkz5Pp+BlH+xaVF606Uqp43p4daxDBqzcfho7foFPkyIiQmNcfRw/6cfu+83lyGo+evNW/V72LVx8hws07z4sXzmkpW3DH/gsliuY++tvtJvXKPnsZu2SN/ccfvt2x/+KoAc1iXYmxrvhcOTJOmbtn9MBm9WuV8vu5pvEN28/4NU2WpSfP3nVrV33KvN2O+y97d6pZv2apkOCAj/HJwyduinUlli2Rd/u+C+YC2eZP6rJs/bH9R6/VrfrNkd9uAdGA3g2Wbzh+70HM+oV9r99+MnLKlioVChfIl2XlhhPly+RfNrPH5j3ntu05X750/vXbTy2c2q1m5WIaF5qmLVhx5PhZR8VyBfccuty++Xe5cmT8xbYxVB/YpH7ZdVtPy7K0aelPeXMauaC4+KQRkzZrGvf6tFdvPqxbEL1tz4W9R67WrfrNkd9ucS42LrY67r/8sctM2y8t2zX/btTkLZrGn7yITUhM2b5yQMaoUCEI/lmkqHoUXHPYbW6X02SxGoxmEhy+QpGlNYduTF5/NkAnwxcaF3myRgxuWzUyLJgIsmQwqIr87M0HAvD5tLlbTl+6+0KWGAAIIp0szfmpdsVi2b1+Dl/BGMbHJ7ftMy+6c60GtcoQ0ZS5u+MSk3u0q/EmNm7fkasRYfrB/ZpMn7MrKcXTqG7ZCbN2zhrX4ead50nJnifP3znuv6j+XbEqlsKR4fqAAB0AKbI8Ze7uuMSUHu2qx7z9uOfw5ZzZMpQvk3/uskOWsgXOXXbOndDx4LEbksSOnLxVs0rx5k0qjrRtYIy1bGwZPHbd+F9apKb6Y95+3LLr3IIpXTweX/QvKyeNaF0of1YEOHbKsWTt0SUzeqSkejv1XTh9bPtjp257vL5hPzf1+/wMceqCvVPm7tm9ZmBUZGi1JuM7tKxctWKRFt1mjR3SvE2zStWbjs+ZLWrbip8nzdk9a/H+E7vHZIwM/bbOcEvZApNHtWndY06Aqtu8tF8n64JL1x9PGt7KYAguWyJf1szhksR2HbzUvveCCcNbdm9XvU6riW63Z8/agV36LX79Lm7f+iG2mTuP/nb74Kah5vzZEPHqrSe1m08sXiRnt3bVIsP18YkpXfsvHju4eZtmlao3HZ8zW9TW5f0XrPx17LRt+zYMPXfp/rxlh9cuiF63/fRd56s9awdliAoVguCfRYqqR8E1h93mdjlNFqvBaCbB4StURdp92jl00TFVJ8EfSIwBACKM6V47T5aIbhO2enx+RORcEPwnLigiNGDOT7WL58vk1zh8hSxL128/HTxm3cJpXQvkzZri8fUbtqp2tRJNG1X4+D6+ZY85w/s3qViuYI+flzSoXTouPunkubtLpndXFNnr8/ccsOzJ83fly5gmj2wruOBCIKJf4/2GrapdrUTTRhU+vI9v0W1WjcrF8uXOXKZEnvXbTsclJE8e0VpS5HvOl32GLF84tVv+vJn7DV+dO0fGPDmN+49enTepc0Bw4JRZO169+ThvcpfDx66t23pq/uSuIfoARJw0e+f7D+45Ezrecb7qN2L1zLHt56/8tVqlIj82LK9pwp2U2qzzjHexCcd3jjpz6X6HvgsXT+t6/fbT5euPH9k2AhHqtZ5s7VpnYHSDBm2mJLpT7dtHnrvyoFmnmbNtHUp/k6du68mtm1imj2m379erMxfvv3L9cd0apRZP76oPDgSAfsNXrd166tDmYfnzZq7ebHyoPnC2rWOzzjPq1ig5emCzH9pNDQ/Tb1rykz44AICSU7xL19hXbDgW+8E9cXgr5+OYVRtPHtk2AhHqtZ5s7VpnWP/GbXrOve54tnftkL6/rHQ4X3ZrWzWzMaJmlWLZs0YKQZAGSFH1KLjmsNvcLqfJYjUYzSQ4fIVOkS7di/lp9uHkVD9jCL+jzwARbL3q5skS2WncJo/Pj1/A73waL5wrw7z+dTKEBXFB8BUkaPmGY3sOX1m3IDpjlOFFjKvP0BW2oS1LFMv9Nja+Xa95vTvVzJ4tqu8vK2eN7/D42dvNu84vnt410Z365Fns8vXHenSovmj10cHRDUt/kwcAGGMxbz70GbrCNrRliWK538bGt+s9r0+X2tUqFnHcf3n89O17D2PmTuwU8+bjq9cf5q84PGFY6+BgdfSULYOiG+4/clUIGvFzU0ScsXDvrbsvpo9tP2n2Lo/HN3N8B0WWmMRmLznw7EXs1NFt12w59fT5u96da/00fPWI/o1LFs/DuUhK9rbqPvvmnedblvffffDSio0n7NtHbNt7fubiA+sX9n36PHbYhI2r5/WpXMH8bZ3hlcubV8/rM3X+ninz9hzePMz10d2866x5kzrnyh61cuPJPl1qLVr564WrD3/bOzZblkhEnDhr57SF+3atGpiQmNxj0HLbLy2yZo5s2H7qgsmdLWULVmsyrkGtUnMndtIpMhdi0pxd7iRPvRolu/RbVLVikTBD8PwVh9cuiH76PHbYhI2r5vZuUKt0lYZjwsKCNy/tN3D0uqO/3dy+ckCmjGFXbjz5oVapgAAdEcE/ixRVj4JrDrvN7XKaLFaD0UyCw1dIDOPcHuvswzcevtUpEvwBESDC5Oj6ebNGth21wePzIyL8gc/Pm1QuOK7r91wIIvibEPH6radb9p5LTvZ2bFm5bEnTo6dvdx+61KV11bDQICLctOvMb+fvFiuU4/a9l8WL5GpQs+Sydcd0ily8SK4MkSGXrj/q0qbahu2nnj6P7dymat5cRgR8/Pzd7kOXurSuGhYaRADb9l64eO1hsUI5y5bMqw8OnL/8UIYog7lAtu++LXTo+I3ExBRZlkx5M31bKv/KjScK5stSqXwhInr09O2sxQcyZjBIjMW8/dC7U82iBXMA4suYD9v3XcieJTI51du0frm7D17NXLR/weQuEeEhQghJYvsOX12+4ViGKMOlaw+DAnW/bhvxKubjuOnbdDq59Dd5z1x0mnIb2zSrtHrzyddv43q0r37H+erew5hRA5p+iHOPnrItR7aoSt8W2rzrbLHCOZKSvN8UzdW4blkgQsbef0iYtegAAGmaKFEsd5umFQ8eu7F597lBvRtkzRIxesrW+ITk3p1rlSuZDwA2bD+999er31sKP3v5vlPr7wUXY6dt0+nk0t/kPXPRmS9Xxs5tqm7dc+HqzUedWn2fI1uGOUsOfox3FymUo3WTioXyZxWCIA2QoupRcM1ht7ldTpPFajCaSXD4OlWRFu++MnfbJVmREP4CEZQxZzcEB5y49kgIgj8gIomxBQPqfls4q18T8HWSxGRFBkTN5+dcMIaKIvt8GhEBgCSxVI8vMECn+TkgyjIDgqQUT3CQyhhKkuTzaQDg9fpVVSEiAGAMFUX2+TQiAgBZlpKTPbIs6XQyEAiilFSvPjhACJIllpCYoqpygKrza1ynk4UgTeMAIElM0zgXIkCn8/r8iiIJQQAgMcaFSEn1JiV7Y10JJ8/eCVR13TtU51zIsvTsRezQ8RsrlC3wTZGcPQYss3ar07NjDQDQuPgkKECXkuoDBJ0iCyG8Pi0gQKdIEkjM5/ExRL+mEUFggI4LERefpA8OCAjQ+XwafMEYkySMT0gJCtQFqIrXpymyxHSy5vUTkRDk17iqk4UgANApcqrXl5zsjQjTExAAaFx8EhSgS0n1AYJOkYnA4/EFBCiMMSJKTvHqgwOIiHMBaYMUVY+Caw67ze1ymixWg9FMgsPXMYYfE1N7TjvgfPFBkRn8JY0LIlJkCf6Sz88bWPKP7/Y9IhIR/BMYoiBCRAAgIkRARCEIfocICCiI4CsYQyIgIgDAz0AIgi8YQyIgIvgriAgARISIRAS/Q0RFZifO3t2882zVSkXq1yyl08lExBj7GJ80bf7eFzGuLMbwUsXzNK1fTpYlIkJEACAihkgARISfgRAEf4CIAEBE+AV9AX+JMSQCIoK/hJ8ACCL4HX4G9Bl8gogAQEQMkQCICBEQUQgCAPwMhCBIS6SoehRcc9htbpfTZLEajGYSHP4unSwdv/Z02JLjSak+WWLwj3j8Wv5skbOstfJkDvNzAf8vYgyJQJaYxgURwReIqFOkFI9Pp8iyJPn8GhHBvy9SVD0KrjnsNrfLabJYDUYzCQ7/iCKzvWeck9afdSf7FJnBVxCAz8fzZg2b1LNakdwZ/VzA/7sQkYjgryAiABHBvz1SVD0KrjnsNrfLabJYDUYzCQ7/CALIEjt5/dn8nZfvP3cRgSwxxhC+IID/rz041tWChgIAfPr/f6lXKiV4tcHhDoSG2IUNh4aZF/A1rA9hH8gH6GCcTVg62A0TEkioyKVgbrg957jwAJh043wfESHy6Xh4/PDipx8fPbg4v14I4rPG2lhFuFotc/SQsvORCeETKAB9Or66fP/r7/23p389e/nP67dXRAwA+nT45vaXDy7On/xw78mj+2fmdL0IxOeOtbGKcLVa5ughZecjE8InOyilT4dx+e+zF29e/P3uzburw0Gdu5t3v75577s79kx/WMTMIASwNlYRrlbLHD2k7HxkQvifjgd1PB6UUkwMCpRSRIxIxAxCfMTaWEW4Wi1z9JCy85EJQYj9WBurCFerZY4eUnY+MiEIsR9rYxXharXM0UPKzkcmBCH2Y22sIlytljl6SNn5yIQgxH6sjVWEq9UyRw8pOx+ZEITYj7WxinC1WuboIWXnIxOCEPuxNlYRrlbLHD2k7HxkQhBiP9bGKsLVapmjh5Sdj0wIQuzH2lhFuFotc/SQsvORCUGI/VgbqwhXq2WOHlJ2PjIhCLEfa2MV4Wq1zNFDys5HJgQh9mNtrCJcrZY5ekjZ+ciEIMR+rI1VhKvVMkcPKTsfmRCE2I+1sYpwtVrm6CFl5yMTghD7sTZWEa5Wyxw9pOx8ZEIQYj/WxirC1WqZo4eUnY9MCELsx9pYRbhaLXP0kLLzkQlBiP1YG6sIV6tljh5Sdj4yIQixH2tjFeFqtczRQ8rORyYEIfZjbawiXK2WOf4M6WfnIxOCEPuxNlYRrlZ/maOHlJ2PTAhC7MfafKWI6PXzP66v3t769vsbZ7eZGYTYj0/6i/8AR4bh4iOf0/oAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "table",
"confidence": 0.22782348096370697
},
{
"class_name": "calendar",
"confidence": 0.1948578953742981
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.15954390168190002
},
{
"class_name": "full_page_image",
"confidence": 0.149322047829628
},
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dolZPuDlEmnkol4IBSORGMkJMCoVWuXkO0PUiadSibigVA4Eo2RkACjVq1dQrY/SJl0KpmIB0LhSDRGQgKM/9uIwIwdCN9i1Pq1yPYHKZNOJRPxQCgcicZISIDxf4AgEoYQRCQIQgAEBngHaGYABDAzgQAIwfgWg3cAM2tmzd8CCLV+iGx/kDLpVDIRD4TCkWiMhAQYfzpEICIhBAlDGBIkaqqzZVsr0pu3bdlaUZ11tm2v3ra9Klvj1GSdbdsqjz26f3Wd0PQFa2xLmkIE/Vb9Al+Bz7SlCPpkvYBVN2AFfdI0BSvFWiutAWYGo9YOZPuDlEmnkol4IBSORGMkJMD4UyAiKQ0hDTBVVjmuqzduzsz8ZNGC5KotZdsrKmu2lG3bsrWiPFNRsa0SngIRdiBC1rnqur+uaxZ+YvoiSIEdmMGAQbbPCuZZwTwzFPAF88x6Bb5OjYsOaFO/df2AKRCwhGEwtHY9rZnxfxfZ/iBl0qlkIh4IhSPRGAkJMP7IiEgIIU3TcXXy6/VrNpStWJn+ZHbqi7lLt5RtyzquzrnQGkQQBCFIEJEgwn+orHPdVWdsbNrqofeSkALfxwwGmKEZzCCCFJaU+T7ZsVFRv1b192tW3KDQ7tGsqNhvKM/TWjGD8X8N2f4gZdKpZCIeCIUj0RgJCTD+gASRaUoIo7LK3bg5M+n1Tz/+fPHiJWtWr92saxxIA4YgQQQQEX6WyjrXXnn65ubhB95NQgr8ImbsoBmawSgs9HVpWty9Rd0TezTv2LCg0BYGaU8ppRn/V5DtD1ImnUom4oFQOBKNkZAA44+DABLCtKxsTn05f+X8RatenvLx3AXLKyqq4CpIQxiCiPBrqKxzzd9PK23R+oF3k5ACv5ZmKA0iy5It6gaGdW/RP1yve7Ng0yJbea5SmvGnR7Y/SJl0KpmIB0LhSDRGQgKMPwIiWKapWJRurX7ulY+mz5g756ulWzaWQRpkGPQt/DYq61zz99O2tGxz//RFkAK/GQPM8BTZZremdfq1rn/2/uF29fN9Uruu0sz40yLbH6RMOpVMxAOhcCQaIyEBxr6NCFKaIGPewjVT3p795AuJNWs3wVMwpWEI7DKVda6+4rSykjb3T18EKbDrmKE0AL/fPrpT0zP6hwe0rhO0hOu5mhl/QmT7g5RJp5KJeCAUjkRjJCTA2FcRkWVZ1Vk9Z8HKR56envhg3obVm2CZQggi/F5U1rn6ilPLSyL3TV8EKfA7YoanpS37t25wWp9Wx+7XpK5faO15SuNPhWx/kDLpVDIRD4TCkWiMhAQY+yTTNB0XMz5ZfNeDr3/42cJsZTUMw5AGfm8q61x1xamZksh90xdBCvzumOFpSNGqfuG5A9ue0qtF00Lpeo5m/FmQ7Q9SJp1KJuKBUDgSjZGQAGMfY0oDwlyweN2t97w2+a3PaiqqhSWJCLuHyjlXjTt1W7jtve8sgDSw+2gNjf1a1r308I7DujbOl9pxPcafANn+IGXSqWQiHgiFI9EYCQkw9hlEZPl8y1ZufvSp9x5+elp5aYZMKYTA7qRyzpWXn1LRpt090xZAGtjdPEWGcUj7Rn87uvPAVnUMeK5S+GMj2x+kTDqVTMQDoXAkGiMhAca+wbKsyqx67Jn3H3ri7a+TK8mSQgjsfirnXHn5KZVt2t09bQGkgT2AAaUK8n0n9mw57oiOber6PM/RzPijItsfpEw6lUzEA6FwJBojIQHG3iYEmZbvo8+XXjv+2RkffgWGYUnsKSrnXHHZyOpIh7unzYc0sMdohtL1iv2XHdH5vAGt8qX2lMIfEtn+IGXSqWQiHgiFI9EYCQkw9irTMrM5fuy592+87cVN6TJhmUTYk1TOuWLsyJp2He56ez6kgT1MM5iH9mh549CuHRr6HSfHjD8asv1ByqRTyUQ8EApHojESEmDsJUSw7Lzkko1X3fTM5Dc/BWBIA3ucyjl/Gzsi267jXW/PhzSw5zHgqWb1C287seexnRtKeEpr/JGQ7Q9SJp1KJuKBUDgSjZGQAGNvkNJQbEx6Y/Y1459dvnSNsCwi7BUq5/zt0hG5Dh3vfGs+pIEdmPEtAuGHNIMABgThZzCDASIQdpbSPkv+dUDbG47tXGyx43n4wyDbH6RMOpVMxAOhcCQaIyEBxh5nSllRra686fkHJk7VrmeYEnuPyjnjLh3uduh0x1vzIQ0ApiFMg6pzCkpBGvieegFfjev5LVlWlVOKQfgRWvtsM5hnllbktFJgwBDYGZqhdL9Iw/iwbge3LnYch/GHQLY/SJl0KpmIB0LhSDRGQgKMPcs0zbJM9rwxD772xidkCCEIe5XKOePGDPc6dp7w1lcwDEPQuCM7l9QrcBV/vDT9/OwVrDUYYECKSw/rNHfNlv7hBvfP/Lp8ew0IIMIOSoMAwwBz56bFZw9oKwWt31b95vy19Qvz3lu0Dv8hCMxQDCIQQARmCAIR/sVT9Yr8E07qc1rvJo6TZcY+j2x/kDLpVDIRD4TCkWiMhAQYewoBpmUtSG0YNe6hTz5eIGyTiLC3qZxz+SUn686db586H4Zhm2LCSb0nzVm1anPFVcd0fe2rNfNWbTmmW/PqnJq6cM2YQzt9trL0oHYNX5q9qkvTYkPQO6n1rLlj42Kl+cOl6Zqsd/OJvVIbMi/MWlZcmDdkv+ZDuja7693kxm01B0Yallbm3l64tmXdQEm9gi0V2UyN069V/S2VuenJdVlXg/D/Ke2zzfhx3S85qLXn5ZgZ+zSy/UHKpFPJRDwQCkeiMRISYOwRRGTZ9rsfpEZd/uDSJWsM28S+QeWcyy45GZ273Db1KxiGbYrxw3o+M2v53CXpwX1aDYw0qHbU+q1VdQt8OU8V+qzZq0oPbNvwxdmrWtTxd20echWv2Vo5tFuLRz5a8v7iDdmcN6Jf65N6lsxcvGHSvNXRcINhPVo8+enSQV2afb5iS9sGhUs2bWtdv7BR0P/WwrUHRBp9vnLzAZGGUxeue3PeahgC/6FZCrrqmK6XH97OhKu0xr6LbH+QMulUMhEPhMKRaIyEBBi7HxFZtu+x52b+7bontmwuN2wT+wyVcy675GR02e+2N+fBMGxTjB/W85lZy+YuSQ/p2/qY/ZpVZt2/vfplkyL/ZUd03p51Zy5JH9Su4cdLN/dsGWpU6K92vTmrtuTb5gPvLoIpQYDW7RoXD+rctEeLum/MX9M8FHhh9sqxR3S66OlP+rdtNKhL02rH+3TZ5i2VufHH9fhwaToU8M1csvHt+WthCHwfMzSfc2D78UO7FFna0xr7KLL9QcqkU8lEPBAKR6IxEhJg7GZEZOX5H3nq/dFXPFhdkzMMA/sSlXPHjj5R7Nf11jfnwTBsU9x5cp9X567evK36okM7Tl2w9uB2jZ/4ZGnTOvnR1vXB+GjZpsM6NLal8dmKzeu2Vg3q3GzRhvJ8y7w3kQSRENS9RWhDeRVA1x/b7bMVpW0bFD768TeXHt7pjunJ/VvXr5NvW6b4clXZ8s3bLz2i881vL6jKuUpzeVUORPgBZih9Yp/w7Sd0b1YoHE9hX0S2P0iZdCqZiAdC4Ug0RkICjN2JiCxf3sNPvT/mykeqqmoMaWAfo3Lu2ItPEF273frmPBiGEBQ7pH2nxnUyNbmpC9bOSG7Yv12j4b1Kcp565KNvOjUpXlFa0b5RsKwqd0yXZjlXL9xQvnzzdp8ppyfXAQTi47uXHNahsdI8Y8mGGV+nxx7RKZ2pWVlWeWTHJuXVzkMffN21eZ215dXzVpYO61lyaIfGjqsnfrZ0/uoyCMKPctX+7Zs8eWa/lkWG6ynsc8j2BymTTiUT8UAoHInGSEiAsdsQwfL5n3n5kwvG/rOissYwBPY9KudeGjtBdu92yxvzIA3s4CowgwiCYAgoTYZgZjCgGYKgGQQhhfY0mEGEHQyBf1GaDGEI8hwFgwBIQ3iuEtLQSmMHZhBBEJQ2TEMzs2IIws9w1VHdWjx8ap+G+VBaY99Ctj9ImXQqmYgHQuFINEZCAozdxs7Le+blTy4a92AmU2FIiX2SyrljYsdb3bvf/MY8SAM/ivEtwn/RDCIQoBnMEAQiMIMZRPgXIuzAAAEMEH6I8S3CL3PV0d1bvHjOABs5zYx9CNn+IGXSqWQiHgiFI9EYCQkwdg/LtidPm3fOxfeUlW03pIF9lcq5Yy463urZ/ebX50Ea2EmMugV2RdZzlQrXK2xWnL94Y2ZjpqpuYV6b+sGFG8orq526Bb5qR1U7Hgi7ihmeOu+QjmOO6lrfR/lGTjP2GWT7g5RJp5KJeCAUjkRjJCTA2A0sy3r/kyWnnz9hw4YthmViH6Zy7iUXHu/r1X386/MgDewM5oGRhqMP63jlq3PWZ6pHHdTeJ41W9QpunDr/xF4tfVKWVmafnbXsrP3bPvLRkrKKLARhVzALxjVDu0VaNLnwta9P79Ho9sObKZVlxr6BbH+QMulUMhEPhMKRaIyEBBi/N9OUGzZVDx55/fx5Sw2fBYCZARAR/k1rBlgIge8wMxEppcFsSAM/jZkBaM2GIfB7UDl39Khh/t49b5oyF6aBncHcvnHRVUd3vWXaggVrtwLcpE5g3JFdXvxixTFdm0+Zt2ZQl2ZLN22rzLlT56/NehqE305py5TXD+1WFKo7burSbVlPCNw+qM0lfes5To6xLyDbH6RMOpVMxAOhcCQaIyEBxu/KMERVFqePuuf1KR/ZAb/ruiASRIYhPE/hO8xcWJgvhdiyZRsETNOUhsjmnAb1iwsC/tVrN3meIiL8L0QkpSGlCPh9pWUVAGOXqZx78ajjAn163Th5LkwDO4OZiG49vtczny+bv6qsXrH/qqP3q3K8W6ctHNk33KgwrzLrmlKUVWab1wm8tWjdR19vhCHwGyhdJ9+On9CrnH3XvLtcKYYgaA7YxhMndhgWyXc8F3sf2f4gZdKpZCIeCIUj0RgJCTB+P0QgYV85/oXb73ihpHXTKy8dfv9jb86Z883Y0Sea0hh/50tgFoahs7nBx0TrFAdWrt60qTSTy3l9e7Wd+9Wy888atHDRqhdem5mtzgEgw2DXgyAwQIDWdeoVDTq899oNW3rs1/qO+18Dg8HQbEgDv5XKuRdfMDTQt/eNk+fCNLAzmEF067CeEz9dunh9OTRDijuH9339q9Wzlm5qEiqItq5vSaNVvYL3F2/oXVLvxilzYRr4tVzVtG7g5hN6z9nK93y8WjGDCP+iuHW9/Gl/6VRSwK5S2MvI9gcpk04lE/FAKByJxkhIgPH7sWzf0y9/cvZFd7lZp2v3yF03nTfz4wWPPTv90bsvXrJs/T8ffYOZ163f0qFd807tW4SKC1u3apzNOW9M+7ymJtenZ7v+vTs8/uz0UHFBqE7hZ7MXr1qzqW+vtk0a1V27vrSwIJ+ZEx981a5tM8MQQ47o8+b02Z/NXlxcVNCoUZ2vFi4H47dROTd2wdDCvr3jk+fCNLAzmHuV1Bt/XI+XvlyZWLyxb7geER3SrvGt7yxYvLqsaYPgmf3bPD1r2QUHtS+tyHpK3/n2ApgGfhVXRZoU335y39eWVUz8fD0EgfBfXH1kh3rPndimULqeZuxNZPuDlEmnkol4IBSORGMkJMD4nVi2/fncVcedfmM6XQZGt65tzhh+SE3WZWallOep9OZyAK+9+enVl434ZsV6AWrZouG2bVVfL13bqX3Lsq3bO3Vo+dgz04uLAq1LGrVt3ezlKR+NOmvQ9Jlzjzm8z+vTPu/Ts93b737Rr1e7mZ8sPKB/p/z8vCdfeK9D2+aWaT48caqQBn4TlXMv+p+hwf594q/NgWlg53RvHmpdv7C8KpfckIm2rt+gMG/Wis1fri4Dc/3CvAKftXzTtm4t67ZvGPx42aY1ZZUgws7LeT3C9W4d3u+fX5a+uiANIUD4EZovGdDi5sMaw3MYexHZ/iBl0qlkIh4IhSPRGAkJMH4PQohMpXf08Bu+/GKxYZnK9bp3iwwd1G9hatVRh/Z85Y1P+vSIrFm7WWue8tZnV4n657cAACAASURBVFxy8up1m11X2baZ/HrNxnTZCccOWJRa1ahhnTemff6XkYcVBfMbNww9/OS0gf063vnAa9eNO/XGO1849cSDM9sq27Rq/Onsxd27hJevSkfCjS3Lmvjc9G+WrjWkxG+icu5F/3NsUf++N7w2B6aBnaQ0lAYRDAGlQQAIUmAHzWCGIaA0GBAEQdh5rtq/XaMbT+h7w4dr31u8BabAT2FIomeHdzipQyDnuNhryPYHKZNOJRPxQCgcicZISIDxe7B8eTdMePXa+FOGJQEo1+vZo+3wYQeMv+slk9ChfckRh/RILVnTqH7xOzPmjD7/uHkLl3uesiy5uXTbyjXpow7puejr1U0ahbaUbY+0bvLsSzNG/8/QV9/89ID+ne9+cPLVl40Yf9dLp5540Jat29u2bvrxrGSv7pHHn5l+z/jzF3696ur4U5qZiPCbqJx74fnH1on2vf61OTAN7EUMuN6g7i3GDOp+xfTVs1eVQwr8PKU7NCqYcmrHVgHlasbeQbY/SJl0KpmIB0LhSDRGQgKMXWbZ1sxPl550xviyzHZhGAC0Uq1KGvfr1f7FyR+6VTUdO7fer1PJZ18sHnX2MVIaG9Nb5y9a4SlVUVFz6kkHL/5mbXpz+abN5cVFga+/WXvBWYOJsHFz5u13v+jYrsW0xJfHDe7/+tuzon06VlRWN25YZ8my9a1LGk15e9Zt15895a3P3k3MMUyJ30rl3FHnDQkN6Hf9q3NgGthbmKExsl+r4ft3vGLaiuSG7TAN7AxXn9u/6QODW3hujrFXkO0PUiadSibigVA4Eo2RkABj1whBOVcce9rN778/x7BN/JvWmj1tWBKAUhpKwxBCEO/geJAGdiAyTam1Vo4HQWCG2IEY4JwLU0JrIQ3tesKU2lMggmYYAjkn0rHkvDOOik94IbOtSgjCb6Uc94Jzjqk3MPqPV7+EaWCvYIbmiw7t2K9jy3HTVqzdWg1DYCcxTINeGtHx2DZ+x/OwF5DtD1ImnUom4oFQOBKNkZAAY9fYtm/8Pa///R8ThTSICD+LmQEQEb7DDIABIsJ/MDMAIsJPY8116hQE8vPWrNtMRPiVmBkAM3bgnHP+ucfUO2D/G175EpaB/49A2EM021L8fdB+DRs2uOKd5VsrcpACv4qnuzQtnHpax0Z5nqcZexrZ/iBl0qlkIh4IhSPRGAkJMHaBaZlzF64fMvL6jemthjSw07Rm1pqEYKWFFFpp7EAgImYQEXYgMLMhBH4Mf0cIgZ2jlIanoDVMaVpSGoaUhpTStoxzzziqYb9eN7wxz9Vc4yjF2lWslIKnsYMgCAHCbqG0ZRp3Du+j7IK/v7OsMqcgCL+Bp8ce1HL8IY215zD2MLL9QcqkU8lEPBAKR6IxEhJg/FZEYLKGn3Pn5CkfGraFncaai4sLjj2qb6OGxR98suirhSuGHt23Xr2i7RXV786Y26t7pCCQ98a02czctk3TOfOWKq3xm/C3wJ6CUqGGoXDLhs2b1Q+3bNS1U8uWzes3blBcUOBnZsuUkEbWVYYgx9ObtmfXZapTG7Yv2phZU1a5orRy9ZYKKA1DgAiE343SdfzWPadFV9UY17y7XCvGvxBAhF+FucAnPzq7a8cQKa2xR5HtD1ImnUom4oFQOBKNkZAA47cyLSvx0eJjRtzgeJ4gwk7TmuvXK+rWORyqU3D4wd3vffj1S0cNe3nyR6WbywuLCvr2jFRVO0tXrAfDkOKll2YI2yQi/BqamR2XTFlYmL9/nw6Dj+jdIdI0Em7YsGERtGatmVlrxcwAmBkMInyLSBAZQjCIDKMqq5Zurlq2pWrmN+nX56/bWF7lOR4EwRDYRUrXK/A9+JeBc0rd8e+vZMC2jJLiPNOgTRW5zZUudiD8OAYIP+Tp03s1fnxoiXJzjD2JbH+QMulUMhEPhMKRaIyEBBi/iSDKKjHi7AlTp35m+Cz8Ssysq7LNI83+fsnJjz417bLY8e8k5s74YF6Llo3279tha3mlbZt5tvnBZ4vKyyu+Wb5BMxN2CjNrxzPz7L692h1/TP9hg/oUF/kD+RaU8tQOGr8CCxKGIGEYjqIKR3+5qvypz1fO+HrDxtIKSAOC8Nt4OtywcMLwfm+uqHp01loIAa07Ni4Yf3h4SWl1wwJr5orMk3M3eIqhGYJAABGYsQPDbxvVjsIORPgPzQW28fIpnY4osXOuwp5Dtj9ImXQqmYgHQuFINEZCAozfxLZ9U6bPG3HmzTlXkSD8SlprS8q/Xzp81ZpNz78ys2+vdh3btezRrc1d97/Wp2fbPJ9lmtIypWlKy5STXv/4q/nLDFPiZ2lmzrm+Av/gw3ufPvzg/Xu3LS7yea6jtWbGLiKACNKQTMbcdRWvz1/3+KdL15dWggBD4Fdx1X4tQtef0OfZReUvzd0IKUCA0t2aFp7RvdHoN7+pX2DfekT4ma829WlW6DPFum25pWXVs9duH7Ffg2lLyk7u0qBFkU1Et364ek0mCyL8h6cHdaz/8sltDM4xY08h2x+kTDqVTMQDoXAkGiMhAcavJwTlXDF4ZPyDDxcYlsSvxMx+n33GyENd13v48amGJVWNA2k8cu8lD06cOnfOknCbpsMGRzdv2WZb0nHVps3lb739mWFb+GnK9QzLPOzAbpdecOzAvu0tC67jaq3xeyPAkoaCsanSuzux5OnPlm3cWgVpgLBTXHVo56YXH9l1wmfpmd9sgRT4F6W7Ni08s0ejcdOWZ3Pq6kNblVW70RbBmz9c3btpoRD06sJN1xxSsmhTVeMC+75Z6/5xSMljX26Yt74CgvAfDEE0aWSHoZF8x/Owh5DtD1ImnUom4oFQOBKNkZAA49ezLevFN7485dzbmJmI8Csp1+vbp+O9t5yf+nr1lrLtiQ+/OmjAfkXB/K3llTfc/nxVRfXwEw/cWl65dv2W8/9ylDDEY0+/M++rpYYp8WO01uyqdu1bXnv5iEGHdQv4peu6zIzdiQAhyDCsOesq7ng39eKcVdpRkAI/gwFPDetd8tcDO183c82XqzKQAv+hdNemhad3azhm6lJLiglHt/lszbYuDQNXv7dieJcGgmjSok3/OKRVaZVb6ah/frr2tqPbPPtV+qsNFRCE7/P0oI71Xz65jeScZuwRZPuDlEmnkol4IBSORGMkJMD4lYSgimo97IxbPvjgK8M28ZtIafjzbMuSYFRW1YTqFObn+1at2ZzNOkKQbZmO62mtG9YvJkHpTeX4CcpTtmWeeerh4y4+rmXzkJvNas3YUwgwpeFBvjxvw9WT565Ib4M08KOY4anzD+lwTK+2o6cuW7qpElLg+5Tu2rTw+kNbvZYsbV03b3tWvfH1lgv7Nh3z1tKDSooGt6+3MF15WOs6D32xbliH+su31hzYqvhv05Yv3FgBQfg+5oBpvHJq58NLrJyrsCeQ7Q9SJp1KJuKBUDgSjZGQAONXsvPsN99ZcMLpNzpaCyL8VlozvkME/haEoB0AMDMRAdCaARZC4MeorNOipPENV542clh/1q5SCnsDEUxpJTfVXDV53pS5q0EEQfg+Zig95qguAzuVXPj6N+vKa2AI/ABzoc/cv2WwyGemK3Mfr8oYgtrW9S9MV9mSjm5b1zZoTSY3Z8P2/RoWhEN5h7Uu/sf7q1aUVYMIP+DpM/s0fWBwC9I5Zux+ZPuDlEmnkol4IBSORGMkJMD4NYjAZJ57yYNPPTvdsC3sJczQjtunb8f7b/uf7p2bOrkcM2OvsqTMKuOmdxZPmLawxlUQhH/RLAnXHNs93KzRBVO+3lbtwhD4UQx4GswQBENgB61hCDCgNRhgrhv0ndurcd2AtShd+cTcjZrxI5gDtjn7f7q1CbLSGrsd2f4gZdKpZCIeCIUj0RgJCTB+DcMQazdW9jx0TPnWCmEI7A3MrB1v2NCBd48/q3H9gOu62DcYgjyYE2etufTF2TU5F4aA0j5L3nBcj7xg8RVvLa1wFAThp2gG4VsMMCAIhB9i+ExhGlRR44EIhB+neMwBzScc3jTn5LDbke0PUiadSibigVA4Eo2RkADj17B9eddPeOXam54RhiAi7HHMrJU+5aSDH5xwvt+G63rYlwiClPZrCzZd8Mxnm7ZW1S3Ku/H43hs98/r3VmjNEISforljw8DhkTqmEDNXlJdVuxsrctWOAgjMIAIBjO8wGN8ShJ/i6Q5NCt44pX2LAHuasXuR7Q9SJp1KJuKBUDgSjZGQAGOnGUJkKr1jTxv/6ScLDdvE3qAcd+TwQ/5567kFeYbnedj3EGBZ9pvJ0qtemTPm6P3mbNH3fbJGg0GEn8II5hm3Htn6vWXlmaxnGXR029CU1Jb3l5cX+oyWxXnLttZU5lShbRiCtme9RgV2kU8uLq1yNeNHMSTz86d0OqG9P+co7F5k+4OUSaeSiXggFI5EYyQkwNhpts9+7e15w8+82dOaiLBnMaAd76TjD3z8nlE+C57nYR9mGDIH37jpK//54WpIAcLPYS7KM+87JvLByvKpi7cY0nj6pA4LNla++fWWIe3r1XjKIHpnadm5vZp8s6V6yZaqkmK/0rzd8e77dK3H+HGePqVH40eObWloh7Fbke0PUiadSibigVA4Eo2RkABj5xCRgjHq8kcnPvm2YVvY41Q2N2Bgt5cfv6xenTzXdbFvI4Ck/c8vSi99c5kGQPgFGh0b5p/YuX7buv73lpe3quN7dPaGHk0LGxfa98xYecXh4TzT8FvGVe8su/nI1lKIsmq3ZbFv9NRvyqtcCML/xgjlmwsu7F7f9hQzdiOy/UHKpFPJRDwQCkeiMRISYOwcIcS2Sq/LwIs3prcahsCepVwVbtV4yrNXtm9d33Vd/BEQAMMe9966uz9aw4Lws2yDLCkqMtmDOtb/a49G5TXuXZ+u69ow0KLYd+eMVVcdEbYM4WkeP3PVLUeGP1iZmbG83DTEtpznacaPYuzwzyGR/+lZ7LgudiOy/UHKpFPJRDwQCkeiMRISYOwc0zTf/XDxkFPinucREfYgrXQg3/f4fZccP6iH4+TwxyEFbVPmcc8t+XBpGaTAT2EU++VVB7bUzIU+c8aK8hZFdsvivFcWbR7crq4UlPV0YvnWnk0Kb5ix6uBWxad1a1ha6awozz4+d6PjahB+nKuHdGnwysmttcoxY7ch2x+kTDqVTMQDoXAkGiMhAcbOsfPyLho38b6HphiWxJ6lcu64S0+++epTnFw1M/5YLGl8tN4d9OTCypwC4acQUOSTjQrt7Vlv3baszzSaB+2123MGUdOgvTaTrXa1aQhHaWjULzDr5lsbtucyWQ8/Q3GLuv4pI9t3qUuOYuwuZPuDlEmnkol4IBSORGMkJMDYCUJQdQ5DT7155sy5hs/CHqQcr1v3NlOfu7pusa21xh8NAdK0r52xMf7eCkiBn8EAMwggAgPMEAQGmEEEAhggfIsZDBCB8PMMzS+e2vn4dnk5R2F3IdsfpEw6lUzEA6FwJBojIQHGTrAs88NZy487/cbMtkohBPYUrXR+vu/liVcceUinXE0Wf0yGoM1ZecILX3+2ohxS4OcxvkX4lmbsIAgMMIMIBDBA2FmuHndISfzghspzsbuQ7Q9SJp1KJuKBUDgSjZGQAGMn2D7fw0/NOO/CO408G3uQyrojRxzy2D2jBLvMjD8sW8rEmuygJxflPA3CT2IU50lHcZWjDIEejQtqPL0wXVXokx0b5C8prdpa5dbJt3KernIVdobmbk0LZ5zZ0S8czdg9yPYHKZNOJRPxQCgcicZISIDxS4jgeOK0C+6Z/PrHhmViT9FaFxbkJybHu3Vs4rou/siIwMI+a8rKZ7/cACnwo5i7NykcO6D5I1+sn7Fk61/7NunRuMCWYtKi0g71/SG/VeWqhz5fd06vJs98lV6XyUIQfhEjzzIWXti9RQErrbFbkO0PUiadSibigVA4Eo2RkADjlwiiiix3Gzh67fpSYQjsKaomd+GoYXfd+BflZBl/eLZpTF2ePenZZLWnQIT/jVFSxzduYMtJizZ9uDJz1+DIrR+tblHkO65DvZzSryZLj21fb8HGStsULy/YVO1qEHYGgR48ts053Yocz8NuQbY/SJl0KpmIB0LhSDRGQgKMXyINY9WG7fsNjFVX54Qg7BFa6VCdginPXtO/Z8tczsEfnyA4sIa9sHT64lJIgR+l+e8HlXy+btvsddtvP6rNdYkVzYp8I7s0SG6ualHk25b1fKaxtdptVGB9tnrbW0vKmPDLPH1uv6YPHdMi5+SwW5DtD1ImnUom4oFQOBKNkZAA45dYlvnq1Lkjzr1dKUVE2CNU1hk6dMALj4whdpkZfwq2lE8vqjjj5cUMgPAjNP/toJJPV2dmrd129+DI9YmVrUL+oe3rXv3eimYF1n5NChoG7CaF1vRl5UdGQte+tzLrKhB+gasHd64/eWREuVlm7AZk+4OUSaeSiXggFI5EYyQkwPgllmX//aYXb77zJWEYRNgDmFkI8dJj44Ye1c1xHPxZCEK1tvd/bOGiDRUQhB9gdGyQf/2hreanK+/6ePXZvZvaBhXnmfM2Vjz/5cZQ0BrVt+nT89Jn9Wy8tdoL5hk3vr/KUQzCL1B6v6aFb4xs3zhfe5rx+yPbH6RMOpVMxAOhcCQaIyEBxi+x/YHhZ0148cWEkWdjj1BKt27VZPb0WwN+0prxJ2Ka5t2zysZMWQLLwA8wOjbIb1cv31H6g1XlBtEx7epWOfqtb7bU5FSdfLNuvvVNaVX7BvndGhV8sb5iaWk1CL+MuY7femVkhwOamY6n8fsj2x+kTDqVTMQDoXAkGiMhAcbPEoaoqtFDThn/0YdfGT4Le4SqccaMPvHma0aycpjxZ2KbRmKVM/SZRZWOAuGHNENpgCAFwFAMAoQAAczQgEHQDGYQQRB2kqdfOrXzie39OVfh90e2P0iZdCqZiAdC4Ug0RkICjJ9lmnJecv0Jf7ll1aq0YRrY/ZiZmF964sphg7vnarL4czEEbckZxzzz9ZerM5ACe4aj7zyu7ejedXKui98f2f4gZdKpZCIeCIUj0RgJCTB+lm2bU99LnnTWzTU1OSEEdj/leh06tHztqSvCzYs9T+FPx7bt019d+fQXGyAF9gAGPH3+/s3uPaqp9lzG745sf5Ay6VQyEQ+EwpFojIQEGD/LzrNfmzrv+NNuEFJij1A1uSHHDnjt6XFetprxJ2RJ+ci8zHlTvgEDhN8NMzTADAbA2IEIUliGkMDR7es+fmyJT7ia8Xsj2x+kTDqVTMQDoXAkGiMhAcbPsv2+F175fMRpcSPfhz1COd7Fo467K35GLluDPyND0Loqo9O9c6tyHgg7i/FvjB00wAwGwGBAUGG+1bjQCvnNoE/mmYYU1KjAahvKa1xg1/XJuvlmsyIpdA1AAIiImfH7INsfpEw6lUzEA6FwJBojIQHGz7J9voeeev/8C+8y8mzsfswshHjsnthpx/d3XAd/RoJQqayBjy1atLECgvADmsEAMxgAgwGDYAjLENIgQ5AAivJk+3r54VBekwKrbp7pk8KWosgnC03DIpbMyuOcq3KernFU1lFVOWVKMaR3A9JZKQ0icl3PsizP87TW2FVk+4OUSaeSiXggFI5EYyQkwPhZtuWL3zX56useN/Js7H6a2Z/nm/P+HeEWxcpT+DMigsPmaa+umDx/EwSBGQyAsQNRUYHVMGDVzbcKbZlnCmlQs0I7XCevSYEV8sl8KQgAQyudc1U252VzKuuo6pznKva09hQrzYpZawAMEBF2sEzjtAOb28JZu279tHemb91a3rBhg2MGH11cXMzfISJBpLRmZrEDkdIagBACgNaaiPAd/o4QQmuNb5HtD1ImnUom4oFQOBKNkZAA46cRQRjWJVc9ed+DUwzbxO6nNRcU+lfOfaTAB82MPylTmtfMTD8xZ+N+jQta1clrWmDX8UufNCyD6uTJAlPYgGAopR1X5Rxd46oaR9U4KueqnKtcxfgOASAQdiDsQCD8CAZMQ5w8sJmuKbvqmhtah1t1795t2bLlvXv3bNSwgeM4RUVFZWVl6zdsbBtpU1hYuDGdXrd2XcuWLYuKgku+WWoYolVJSWVlldLKyeXq1q1rmmYmk/H7/aZpAmT7g5RJp5KJeCAUjkRjJCTA+GlEcJU4fdR9r07+yLAkdj+ldMvmDea8f0eBn7Rm/EkJYWz3rDWlNWDtOKrGUbmcqs55NY7ylPY0e4qVZsWsNQAGiAhEIBAIhF+HAWmI4QOafzX7g2eff/HuO28zDEMI8f/Ygw8Aucpyf8C/9/2+M2fm7Nmd3Z3dtE2fZFJIKCm0CR0RBBRp0hTFxrUMl6soIk0dFRARK1dA5dqwXAsKAsIgSAshncwkIYUkm+zOtmS2z8w553v/myh/RZJASDHJ3eeZ9+L8W2/7eiKRSB579IMPPuxWupZlnX3mGT+878f1dXWTJiUA2bSpube3d/ToUS/Mm1/hVnied9qpJx991JF3fus7n73mU3Wx2sCI7USpkM9lM2k3Fk8kU8QaEOwYE/X0B+9+/21PPb1UaYW9L/CDI2dNfvgX11c6yojgIGUpXtuOP76wUWsGQAAIhAGEAQTCniSAZr7w+NHP/eWhJ5546otfuOG7d92Ty+WOOurIXG757bd95Xt33VNTU/3+97/3c9fdsHrVmjPPOuP9H/jQpg1rP3HVf02dPLmru6urq8ey9PXXfba9vePn9/9y+vRDurt7Pv6xj/q+D5DtRKmQz2UzaTcWTyRTxBoQ7BgzdfUGZ1385bkvLldaYe8LPP+sM47+2X//ZzgEEcFBSite10EPvbhJK8LeJ4BmOi85Kr8++6Uv33rLV740fNjQz19/c2VVZeAHN9143be/c1dVVdUVV7zvs5+7Yd3adaefftoVH/rI+rUv33Dzlz7xsY9OiI9fv2HDPffed/11n62OVn3u+ptXr15z263pyZMSvh8AZDtRKuRz2UzajcUTyRSxBgQ7xkxdvcFZF3957ovLlVZ4lQgAEQEgIthGINhKAAgGCADBAMGrBIK/E8HrCVD2zjr/xF/c81+WCkRwsNKK122mh+dvYiLsfQIopnOOaohVBHff86O5L8wb2TCiqak5OeeY5qbmz37mU6tWrbnjG9+yw3ZNTfVZ7zjjnnt/VFlVedj0aV4QLJi/MBarHT1q5Cvr11991ScbRjbcddfdL8ybf9d371RKiQhAthOlQj6XzaTdWDyRTBFrQLBjzNTZE5z67huXvJCDVvgbIliKtbIsbWmltdJKaUtppbRWWrHSSitWW7FWzIoVs2JmxVqxUqyYWTETMTMNYNAA0AAJguTRh/zHB97G5IvgYKUVr9uMR+Y3E2EfEEAxnT17+LAqBMY0NecLhcKIEcMrXdf3/VAoxMztHR1tbe1jx4yuqKhoa29vybc0NDRUVrqNjY39/aWRI0dorS3LIqKvff3OSZMS5597TrlcxlZkO1Eq5HPZTNqNxRPJFLEGBDtGBM/ouQvWdmzpIiJsQ0SWpbTWlqW0VlpppVlrpRRrpZRWSrHahhUrxUoxK8VMPECxUooVMxExMWEA4x8IUICU+kxQBAgHKa14/WY8PL+ZCPuAAIroHbOGjYjCiCFiIhIxIlBKmW2YmYiMMSLCzERkjAFA2xhjsE2xWHz8ib8cfdSRQ+rrgsBgK7KdKBXyuWwm7cbiiWSKWAOCnRG2nLIV9rCV4O8EWwkg2EqwlWArwVYi+BsBIBBsIxBsJYK/EQwQCP4/AziEatNv/CJAOEhZml9px0MvbtKKsfcJoIjOnD18eJUExmAbGgBqaW2NOJFoVZVS7PuBMQZvhJllG/wd2U6UCvlcNpN2Y/FEMkWsAcHOCOvIFg4XBYR9xCZUS0m8PoBwkNJarW41jyxoshRj7xNAM7/7mBE1Yd+IACCiUql01/fvfWXtOiPmPRee19fbd8QRhzc0DDdGBgAwxlhagynwAyISY0Dk+z7+FdlOlAr5XDaTdmPxRDJFrAHBzgjpcCdH+gWEfUQR1aNkyr0A4SCllc41eX9ZmteKsfeJwNL8nuMaIsoTEQBaqxfmzf/u9+6+845bAVq/YcPNN3/5mGOPOv/ccxYvfam5qfmUU06qr4stXLSkVCodcsjUpUtf6ujoOOG4OfEJcWMMXoNsJ0qFfC6bSbuxeCKZItaAYKdYh7rY6RUQdkYpMgYiohSJwBjBq7RFJoAxgleJCAEgwvYQ0VCUTbkXBy+lrLmrexet2ayYsPeJIGTxJSeMsqQo2EoptWnTps9ce8PwYUPPOvOMeHz8Ndd+/qQTji+Xyy0tLZMnTVq4eMnbTjn5u/9994UXnNfS0uJ5Xk1N9csrV33pizdVVDjGGPwD2U6UCvlcNpN2Y/FEMkWsAcFOsbJ6lNMtRNihIAjmPf30hClTho8YNu+552N19eMTE7BNEGD92jV19fWV0SoARGDG4w894lS4x5wwx/cFr0NAHflc7hUIDlKGQo8t2byhtYeZsPeJwA6py04cxUG/4O+01oUthSf/+swvfvnrE46fs6mp6dKLL/r9A3848sjZp512Sir16alTJzU2brr++mtT//lpOxQaUl8Hoo9d+ZFotMoYg38g24lSIZ/LZtJuLJ5Ipog1INgpJlUMuVsMEbaPiIrFYvqz11zywQ8dO+Owm276wuRp088875zc0lzEiQxvGPnVz197ZPK4k894R29396aNjYkpU37xwx+60eh7Lr/M8wTbU8OB7fUZE+BgRIBP4d8819TV5xFhHxBBZcS6IDlCSVGwFTNvaNzY3tY+derke37wo56e3i2bt5x11hmLlyyNhCMnnnDcN7/9vePnJJcsfenmmz7/1Vtunzhxwllnnt7d3VNXV2dZWkTwD2Q7USrkc9lM2o3FE8kUsQYEO0VEfqiq3RBh+4ioXC7fcNUn6oYMHZ+Y9OcHfnfuZe9rzTevXPaS7/tTDz38L48+kyKJtAAAIABJREFUHKurO/5tb1/+0tJodXVvT28oFBoTH3/uJRd5nuB1BHAJlUGvCcoA4aBDRD7Cv3i6savPU0xMBAJhLzIi9dHw2bOHaikJtlJKvbJu/fe+9/2+/v76utiHP3zFCy/Mf+qpv5511hnPPTs339p65jtOT0ycMH/BovdceN6GDY3/ffcPenp7jjjs0MsuvTgUCokI/oFsJ0qFfC6bSbuxeCKZItaAYKcIFNiVHYYF20dE5XL5hqs+OXzUyMTECX/6wx+PPu6EFcte+swX000bG392z92RiorzLn3v/OeffSbz+PSZs7KLFtXEao854aR3ved8zxO8jgBhQo3pN34JByMiZVQkv6XUV/I3d5c2tPb0Fn3fiOcLAGYwEfaowEh8eOXJ02vIlPEqZlbMPb19juMAAqBUKlmWRcSeV7ZtW8QopcvlslIKQH+x6EQivu/jX5HtRKmQz2UzaTcWTyRTxBoQ7BQBQcjdIjrA9hFRsVi85fOfu+iKDx5z2LQvf/XWqqroiuyyT3/hi00bNvz8B/eGbPv8916+aN7c7q6uSz/0EQF+8cN7hwwddv57L/E8wesIoIFa8rncIzj4iNb2yrzfUuivjOioE3JsDUhXv9fc0d9b9jd3lTp7PQDMIBAIhN0VGDkyEZs53gl8D6/FzCJGBEQgYmMMbWOMwT+hrWCMYDvIdqJUyOeymbQbiyeSKWINCN6Q5WyhUFlA2A4iKhaLd3zh5rMvvHD27Bl3fOWWxCHT21tbFs2b6/v+WeddsKmxcdELz59w2unPPfmEW1kVqx8SeN64SZPedeF5nifYHgHqWHS5W8Tg4EIEIXvJ+r6O7hITCYSAcEi5EasirJ2QAlAsB939fmN7T3tnKTBS9o2IMBEz4S3xAnPajOGJIcoPAmyPUoqZPc8jImY2xjCzMYaZgyDAGyDbiVIhn8tm0m4snkimiDUgeCOs7S0cKQoIO1Qul7S2mNkrl5VSxNy47hXLCjWMHlUulRvXrxsydJgATY2NtXWxaHUNMyutsQMCVJBUmaLxSzi4MFNXyV78SsEPhAh/IwIRAaCYtOKIraKOVRG2tKKi5+c393f2eV29Xnt3KQgMETERCIQ3SyBnzGwYUyt+YPA6zFwoFB74w0Pd3d0XX3TBkqUvrV695pSTTxo9auQLLy44/PBDKyIRwU6Q7USpkM9lM2k3Fk8kU8QaELwBUSpU0G6fEcIOEZGIACAibEMMCIwRImKGMQCBCSIQwQARwY4x0RCUTbkXBxelrDVtwdp8j2LCDohAIBCELK4IazdsVdhKKy56QV/Rb+ksbmzr9QMp+yYwhoiYBmBHjIhj69OOGDq00hgjeC0iCoLgm9/6nrb0CScc74TtH/zwf8aPH1cul2fOPGLBwkWf/Ph/AGKMYIfIdqJUyOeymbQbiyeSKWINCN6AKGX1KLdLQHhjShEIA8RgADFMABFhJmMEu6KaJOz3GBPgoEEwFJn3cmfRC4jwhgSQrcBEWpFtcWUkVOXokKWMMe2dxbauUm/Rb+8q9ZV8JmIiEAivYYzURcNnzKh3tG9E8Fpa67VrX7n2uhuPm3PsuHFjR48e9dOf/eKIww9dvXqNbYenT586bOiwSZMSth0SEWwf2U6UCvlcNpN2Y/FEMkWsAcEbIWLPqtgiSrAzRFQsFjesXdPf36+1HtbQ4Hte04YNk6cfGqlwWpvz1TU1lm1DBG+CAA4havqNX8JBQpSymjuRa+wmwlsgAGQAlCLH1m5YV9g6HFKekf6SX+gpr2/t6en3fWM8XwAwg4n8wIwfXnn6EbHAK+F1LMtauGjx1772jQsvPPfxzJMzZ86orqpatXp1VVVlS2sbEQe+d9hhh737nLODIMD2ke1EqZDPZTNpNxZPJFPEGhC8CRSqaEVIRLBjSlF7W/tvfvKTLZvbVi7LTp5+KAG+78cnTZ6dTD7y+99d/h8fjziOiOBNEEABdUqo1C1icFAgFV66oa+9s8hM2D0iMCJE0MyWooqIjlaEIrZioKvPa95S7O33tvSUt/SUjGDGhNicSa7nlQDCa2mtX161+ht3fvvb37z9F7/836am5s9d95n2lrZ7f/Q/Y8aMennl6lmzjli0aMk1n76aiEQE20G2E6VCPpfNpN1YPJFMEWtA8MaELWcz2SUBYWeIKKzRWwq+fvONEyZPWbvq5aOOP37RCy/UxupGjh0z56QTrVDYGMFOCcBAmCRCBCMhKRq/CBAOcMzcWbQWv9JpRLBHCQCBQAgUDnFFxHLD2glpIvQV/Z6iP6LWrqswxgR4HSIKguBb3/neiuUrifjjH/vIzFkzn8j8Zc3aV97xjrd/4xvf6e3rOeH44y44/1zf97F9ZDtRKuRz2UzajcUTyRSxBgRvAivdq9wuAeENWBY99JvfZ5cu/nDqqp/cfXdPd3dNbay7q7O6tnZzW+tp73z34bNnBoFgewRgIMIIi5QD6eg3JUNjXAmZPjEGBzhS4WWNfa2dRSbCXiMCEQHATJbisK1q3NDEYY5f7sEOEJHv++vWrY9WR4fU1xtjPM9jZsuytmzZUih0jho1kpmxQ2Q7USrkc9lM2o3FE8kUsQYEbwIReaGqDkOEnWGmnu6er1537bmXvffoY4/q6Ohsb2t96rE/M/Hm9rbJ0w99ZdXLV37qGiISEfwTARhwGDZQLJtCWXp9wQBBVYgawp7x+wHCgUqUsvr90LxVm73AMBH2FSOojOhZ4ythitgxImJmETHGACAiACLCzAQY2Qo7RLYTpUI+l82k3Vg8kUwRa0DwJhBgQm6HaIOdUZp++7P7Vy576TNf+hKRsjSWLFzy9OOPnXrm2T//wT3VtbXVNbXvu/JKEYgIthFAARFGSKToy+Z+UzSAgAj/X0MFV1KfCXwcmIjgs7PZUyh5ze09Hd1lYiLsC4GR+HB3XB2bwMfeQrYTpUI+l82k3Vg8kUwRa0Dw5rAV3kLhooCwQ0RY8dKyaE3NiFEjjRFiNG3YCMjwkaPmP/dsvqnp6OOPHzJsqDEYIIAiOIQQpLcknWXp9wUEwr8KKRpbYcjvFcEBSJS2c13WS+1eQ6WaWKVKvcXGtt6+UsBMhL3u0HHVsYhnjMHeQrYTpUI+l82k3Vg8kUwRa0DwpohSVrd2uw0IO2NZZASBL9hGKQIh8EVbRIAxCAIRQBMchjbSV5aOovEEAwjbJ0CNTcNsz3j9AOGAopRq88J/bfIDGQDNFK/WoyJo6+jNb+n3jTAR9g4RqYyEDhtbYVFZRLC3kO1EqZDPZTNpNxZPJFPEGhC8OUQUWG6HKMFbJNhKEyoIWqSrJJ1lUwrAhDdjhENVXDSBhwMHE/WT80w+2FI0TPibQBAN8aQaXUl+Y0vPlp6yAEyEPc0YaYg5U0eGfK8EEPYWsp0oFfK5bCbtxuKJZIpYA4I3S9iq6CDbE8GuE8AiVDA4kJ6ydJRMIBhAeLMU0ZgKhKTPmAAHBAKpyIvteKUrUIR/ZgQEDKlQk6uV11fc2NbbUwwUE/a0Q8fV1Dl+EPhKsTEygLcJgkBE8FpKKYgExmCntNZBEIgI/o5sJ0qFfC6bSbuxeCKZItaA4E1j1v2WWzAgvFkCEKAJFQQW6SpKZ9mUDZiwqwSIaBoZERX0iRjs95Rl5wrqpQ6fCdtlBBZjbNQa42Dz5r5Nm/t8I0yEPUEAS9H4aKmmyg6FQs3N+SFD6pm5Jd+yYeOmxMQJ9fV1QRAAoG0A5HIrQnZoQnw8tjHG0DayDTMDKJfLixYvSUycWFNTDUC2gu1EqZDPZTNpNxZPJFPEGhC8aQQydmWHYYM3RQCb4BBgpLNkOssSGIBAeIsEcDSNdAz7fSKC/ZjWoZXd1pI2TwiEHRLAGLg2T67RUQRN7T3tXSWAiLCbjGBkLPK7H3/r8MOmTjvkkA9/5GPp9BecSPhH9/3UmODSS94zbdohoVAIQLlU9nwvWlv77Tu/E62Ovu/9l3VuKRCRW1Hh+353d3dlZSWAru7uSDhsjLnhxi998IrLpx86raO9w3UdZm2FK6mQz2UzaTcWTyRTxBoQ7Aq2wgWO9Bsh7JAABIQIDgGBKZSkyxPfgAm7T4Aqi4eFAw76RAT7Ja1Da3utBa2eAQhvTAAjGF6hElFliqXGtt6efp+2wlsjABPNStQ9+Ov72jdvOWz69Du/+Z2LL77Qsqw1a9Y051s6OzuZ+PL3XRqrq/3+3T8olcrnn3vOy6tWV0ejEyaMf+hPjxoxp5x0wvyFi5uamiZPnlxfF3vm2ecJOOecs//wwEOXXPqeXG5FLrc8Gq28/H3vHTpiLBXyuWwm7cbiiWSKWAOCXSDMVr9V0WkIO2YTHIbxZUvRdHtiBCAQ9hgRVIZ4eCRQfr8Rg/0JAaztVT16absXCAi7wAgUY1ylHuNSYUvfps39XmCYCLvOiNS69swJ1QtefO7+X/w6MWFCsVwql8r9xf4jZ816PPPEySefWCqV5i9YBMismTPi8fHfv/uHw4YOGTKkftHiJVOnTuno6Fgwf2FlVeX73nvpIVMnB0bmz1/wyKOPxePje7p7J0+e+OifM2ecftpDf3rkgvPPPf/CS6iQz2UzaTcWTyRTxBoQ7CIKuW2wjAj+iQAMhAgOIQikUDTdnhiAsFcYoELTiAgs02dMgP0G6/DKLvVShycA4a0IBK5FiWqrVgVN7b1tnUUBmAi7QgQTR7hj63Vba8t119/sVDjvveTiX/zy1x2bN19/3WfvufdHF110QV9f/wN/eLCvr+8/PvKhcePHXvPZ69wKd+jQoQsXLT797W+rqYlWupUtLa1P/vXpWG2tAHV1tS35Vsdx+vr6YrHY0mUvveeC833PO2Ta1AmJ6VTI57KZtBuLJ5IpYg0Ido2wDndzpEdA2EoABsKMMOD5UiiZHk+MgAl7lQA20wgHEZSCoIx/N2YWFVnYLms7fRAIb4CImJUAYgIRISIRYaUg4gcGQCzCU2o0SqVNrX1d/R4z4U2zNB81sVqjyMyf+vS1Gzc1/c9991z7uRvyzfkf/vD7n7/+5vdednFfb9/Djzw2atTI5nzz0CH1zc0tlZWVdbFYU745WhVNTIz39PaKSEfH5hfnL/R9/6gjZ69Zu7aysrK7q/vEE4778+OZE46bY4WsQw+dPiExjQr5XDaTdmPxRDJFrAHBLiKiwKrsEDYAA2FGBCh7plCSHl8EIOwjAihCXZhqdSBBv4jg34EAUlaZbEPquaZSW79RhJ1jVv293euXL1Vaj54y3bYjXrmsrVDjqqxlh0eMmxj4vhFopjFRa2xEurv6N7T3eYFhIrwRY2RUfUViuGX8MjOvWrW6t7f38MMPW7FiZbnsHTJtajabGzVqZOAHra2to0aNevTPj3V3d7/9baeWymXLsmzb/vNjjxeLpalTJ7e2tBU6C8ccfZTv+889P2/IkLrExImeVx47dswr69a/MHdeZVXlKSefNGLUeCrkc9lM2o3FE8kUsQYEu0yUDncpRyBhoOSZzUXpD0QERNjHBFtVWVRvi42SCTzBPsWshO1OX7cWja2oyqJnmkr9vjBhR5i5u7D5f7/15Yjr+p6ntH7bJR/+6+9/fupFH3ruj7+qjNUf/fZ3s1YEGCO9Pd2x2upJ1bo+RC0dPZvaegAQYUcEsBQdPq66MlQyRgBYlkVE5XLZsiwiKpfLoZDl+wEApVQQBJZlARIEBoCIANBaiwgRAZABxoDAzCA2QUCAHwRKKdoKvhfocCUV8rlsJu3G4olkilgDgl1HrChU0VmizrLp9QQEwr+TABZTrU3VVsBBUUwgEICwNxERq1CfhNqK6PNFABHUR7gcmOebywIQtk9p69k//nLd8iXvvfYWzyv/9JbPVtXWz888dMiRx/u+t6W1KVJRNWX2nCNOOv2p3/60e3PHsHETbMftWP7ilHEjL7r0iuYtxc5ej2kAXs+IjKh1poywTVAECDultQYQBIFlWeVyWSAEwqtEhIjwxsh2olTI57KZtBuLJ5IpYg0I3gphK7Kx3+osiyLsDwRbhRXVhcllj8UzgS/YG4RIsdIlhDaXubNkjIAIfyNAQwWv6/RXbPGZsF3aCj3w/a85VdWnXfIRAH+89xvF3p5CW8sZ7//EwiceYq2nHDnnL7+6b8T4xIaVyybPTC588uFQOFIzYtQZ7/v4IQ114yupt6uvsb2/5AdMhNdi5lkTohW6bIzBTimlNmxofPChR7p7uiclEkHgjx0zZvbsmZ7nERGA3z/w4Nixo4+cPatcLosIdohsJ0qFfC6bSbuxeCKZItaA4C1h4j52G3uMYD8i2MrRVB1ClTZkyjC+EQEEILx1AtA2DA6VRG0pc7dvPAPGv1KE4Q4vbC039xlFeD1thR7/5Q8KbfmLrr45CIKf3fK52IhRza+sOu+Tn3/2D/dX1tRNPeq4P957J7EiomlHn8Csli94dtTEKcmzLiqWihFNiWpdb0lLe29LZ9GIMBG2MUZGxJwpDbbxS9gpIurq6r7xpi8lJk2cdsiUxg0bX169etasmaecfGIoZHll35jgW9++a0TD8KNmzxozZkwkEhYRbB/ZTpQK+Vw2k3Zj8UQyRawBwVvFOrypZHWVhAj7FREQwWKKhlChYZOvxBcJxBiBAIRdIERMpIi5JKGi4UJZ+gMYIyAQtkMEFRZVh+iZplKPJ0z4F8SqbdO633z7K5Nnz/FLpXUrlpz9wasf/MGdk2cdu2ntypHxKVOPOu73d31tylFzls979rDjT1XaWvHicyPGJ0449zLfK4tAgGqbp9Zall/e2Npb6C0zkwCa6Yjx1ZWhkjGCndJaP/XXZ37xy19/+86v2xUR4/m33f6NkSMbli5dduVHP7ho0ZLm5nx7e/uy3PLq6uiYUaM+/emrmQjbR7YTpUI+l82k3Vg8kUwRa0DwVjFziZ31PWREsP8RQASKENYU0eSwcbSQGJKAJBARQATbiGAAASAABIAIxAIFVp6hHp+Lhvp9Uw4AAuENCBCzueibeS1lAQj/ipVqWrNyxYLnmXnqUccPHT1u1eJ5G1evGDY2PqRhTEW0pmntyw3jE6sWz9u4enl9w5jY8JEV0ZrY8JFiDLYxAiY0uDpeycXe4vrWnqIXjKl3E8MsE5QAwk5Zln7oT48++eRfb/nqlwBhVrff8c2GESPmL1j4yU9cuWDBoo0bN/X19R9+xGGzZ824/oYv3HjDdcOGDjHGYDvIdqJUyOeymbQbiyeSKWINCN46Udpu88JtRUPYf4kABAKYKKQQYdgKFhOTAEIAQwARISESkAgCoBSgFKAYwBcxAhEQgfBmCdDgcGO3v2yzrwivp7TFzACMCQLfV9oCQETGBGKM0lbge8qyIAIQADEmCHz8EwGMIKxoQrUeGsKWzr7RdXaISiKCN6KUWpbL3XrrHbfdkh41dmy+adPd9/xo/Lix815ccPVVH3/u+blNzXmvXJ49e9aUyZPSX7n1phuuq6uLGWOwHWQ7USrkc9lM2o3FE8kUsQYEu4EIRlVs6OOiL0TY/wm2EsEARWACEQhEgABGRIBAIAICQCC8dYowooIXtpabeo0ivBYprQBiZt/3xBi8SiktIsYEeBUNYDa+DyK8jgBGUBvmY4fbLvUFvoc3gYiMMffc+6MX5s2vr6+LRMIDjjj88Nzy5bnc8r6+vuOOm9PT3f1SNlfpVsyaOfMDl19mRLB9ZDtRKuRz2UzajcUTyRSxBgS7RRRb3Yhs7BUcgAT/irDHCOBoqrLoueZSrydM+BsiKvb1vvDo7/u6u+qGN0w79qSIWwWAiESkfdOGUDgSrRsCAWgA2psaN61ZWeztio0YPeHQWYHv47WMoD6ikkNhSb8I3iQiArBx06auzu6GhuGRSEQp5Xnexk1NtTU1bqULkba29nK5NGbMGGYWEWwf2U6UCvlcNpN2Y/FEMkWsAcHuEmU5G/utLs8QBr2GCOoi7AXyfHPJAIStmLm9ufF/0p8++ozzVy1+YfSk6ade9MH2TRs6N7cNHTP+4fu+G62rP/r08zo7Wvp7uhvik4t9PU1rX1658PnRiWlHnvYu3yvjnwigQMc36HpdDEyAXUGvMsYAEBEiYmbZBgBtY4wREewQ2U6UCvlcNpN2Y/FEMkWsAcFuI2KPKzb0iicgDHoNAUZUqMYuP7fZY8IAZm5vavzd925998c+O/fh39pORXzazHmP/T4UqSj19TS/skopPfNtZ3d1tBbaWph55ilnLXvuSUBGT54++9Szfa+Mf2IEk2v0YTVB4BcBwi4iIqUYgDFijFFKAQiCgLYxxuCNke1EqZDPZTNpNxZPJFPEGhDsAcIqtMVE8n2GMOhfKcLwCl7YUm7uNYrBzJtbmr5/3X9YdtiN1lz6mS//+ed359evGT524voVS4eNmTB5dvLQ5CnP/+k3q5e+uLl509vfe+VLzz5hR5zRk6fPPvVs3yvjVYFgqMNzhrI2fUawq4iop6fnlVfWl8rl2prqMWNGL1+xkomnTp1c9rzNm7cMqa8nwhsh24lSIZ/LZtJuLJ5Ipog1INhDWEeaSrpQFsag1xCBY1GtTc9sKnV7ohW3NzX+9nu3HP/uy5767U+Oe9fFqxa94FbXHHvWe8rF/id+dd/YqYf6XnnVknnHvfOSx35+z+y3nZ2d+1QoHBkzZfrsU9/pe2VsI0BY0XHDdbXqN8Zg11mW9dCfHvn2d+6aMeOIaYdMHjF8+AN/fEgM3n/5ZRsaG3t6ei++6ALf9/EGyHaiVMjnspm0G4snkiliDQj2ECIKVMWGPir5QoRB/0yAWps9Y15oLoN5c/PGP/7gzgtS129as/LJ3/z48ONOW/T0o260JhobWlFVnZv39NDR41rWr6moquntKpx84QdyL/w1FA6PTBwy86R3+F4ZgAAEzBhiTXDKflAGCLvOsqzf/e4Pz82de/ON11dWV//sxz/t7ukJgsAKhdpa2y688NyRDQ1aa2MMdoZsJ0qFfC6bSbuxeCKZItaAYI8RZqsPkY19YgSDXm9EBW/s9pe1+0Tie2XLCpFSxd6eUDjc29VZaMtX1w11KqPtzRsiFVW+VzaBqaqNKcsyQQAQD1AK2wSCidV6Rq0xfhFvlVJq8eKld9/7w0Jn5+lvf9usGUf89Oe/tCztuq5Wqq+/37KsKz7wvlhtrTEGO0S2E6VCPpfNpN1YPJFMEWtAsEcpFeoIwi39hrDvEBEzi4gxBoBSiogCY5RSxhgxRkSwH1CEEa5a1FJu6g0Uk4gAICIArDQAEwTENMAEhohAEGNEhIgAiAAQAEZQE+bjh3FI+kUEu8GyLLbcZUtfvPW2O7555+3d3d2trW1/fiyjlBo6ZEhTc/OsGUeceurJvu9jh8h2olTI57KZtBuLJ5IpYg0I9jTWkeaSVSgZIuwDzCxAR2tLhVtZ4VYaE7S3tvT1dNcPG9G8sbG6tqaquoZZYT8gQERTdQjPNZV7PGHCABrAqrOjxQqFncqq7s3ttlNhhcIiJvA9pS28lhFENM0ZrmtVMTABdoPW+plnnlvf2LhmzVoIfe7aT4XD4fv+56eVlZWWpZ+f+2J/f9+FF5x71JGzfD/ADpHtRKmQz2UzaTcWTyRTxBoQ7GlEZJSzsZ/7fCHsXczc3dX5k//+VmdHe2CCM8+/eOiIUT/9/rcmTp3etWVzT3dXtKZ26mEzjjrh+MADCMYYZhZjiMj3fexzIoiFyRg821wyABN55dLj99/bvH71rFPOjlRUvvjYA1Wx+rdfeuWyuU9VRKsnzTjGBD5eZQCL6JhherhdDgIPu4eZV6x4+am/Pu04zhmnn1ZfX+f7/vIVK8eOGS1A5vG/RJzIiSccFwqFRAQ7RLYTpUI+l82k3Vg8kUwRa0CwFzCxp5xN/dTnC2MvUlrff893N7e3XZH69MplS3/zkx8Oaxi19uXciWe888Ff/ezkM945ZkJiyLDhQeDPfeqJuiFDjz7x1KXz57Y0bTps1tGJQ6YbY7DPCTCiQm3q9pd1eJZlzX3kt+uXL337pR+tqhvyu+/dOmbK9JcXvTDt6BNXLZ532qUfqYrV++UythFAEc0cYo11yoFfAgi7TWutlALg+34QBAAsywqCAIBWSgDf90UEO0O2E6VCPpfNpN1YPJFMEWtAsHcwKU85jb0oGSHsFUQUBP7Xrr/mbWefe8yJJ/X1Fm+/8Zpifz8znXTGu/73J/eefeFljevWQNC8ccOhM4+qqq7paG/d+MqahjFjX1rw4tU3fzVaXWOMwT6nCMMcXtLmNffj13fcmN+wtrKmdtqxJ/ds6eje0tHTVaiuG2pHKpTi4eMnTZp5DEQAiODQOj2pKjB+ESDsL8h2olTI57KZtBuLJ5IpYg0I9hpmVWansVfKAYiwxxFREAS333DNSe9455xTTu3t6fv6TddWRatjdfXvvPjyb3/lxo986nNPPvrQSwvm1dTErr7py0rjtus/15ZvHjdxUndX1+Uf/8/qmjoRg31OBI5FMZufbire85XPT5k9Z+jo8Q/cffs5V34mv24NMdYtX+qXyrERI/PrVr/7Y9dGKlwjkqjWh9YY+EXBfoVsJ0qFfC6bSbuxeCKZItaAYG9i1kWKNPaKLyDseVrr3/z0h2tXLv/Q1Z9ZtnBB5qHfTz1sRlehcO5lV3wzff2V13z+qUcf3LR+fU935/s/8V+hcOTBX/0sHI6cc8n7uzsLtfVDtGVBBP8OAtTaLMw33XKHH5hpR5/wyE/uuvjTX6wd2vDY/fdU1sQ2rFg2cuKUlQvnvvvKz4Qro+Mq1cw6oaBfBPsZsp0oFfK5bCbtxuKJZIpYA4K9TLHupcimXvEFhD2MiEql0v/ed/faVSvtcPjcS95f8srt+abZc0565Pe/PvXMd2UXLwjZdkdr63NPPjZsxMi3n3PBI7/7VXtry+hx8YuuuNKOREQE/yYCNLh6+brmW7/+jf6uLce847xpyZN7OwuLn3pk5slMY6XLAAAgAElEQVRnbng5O+/RB4aOjZ947vsm1NgzYoaCohHBfodsJ0qFfC6bSbuxeCKZItaAYO9jZfUh3NQnngFhDyMibelif79lhYgZAmIKfN+ytOf5SmlAQFQqFrXWrBSB+vt7w2HHmEBE8G+lCCMrrcVt3oZCMWSHAt8nIqWtwPeI2fM8VjpRraZXGwqKIoL9EdlOlAr5XDaTdmPxRDJFrAHBPqGULlKkqRdFI4Q9j5ViZjEmCAIiYqUgEgSGCKyUGBExRCTbELGIwX5AgIimmhA9ly93lw3jH0SgFE+pUVOqfPglg/0W2U6UCvlcNpN2Y/FEMkWsAcG+wqw8jmzqp35fCHsSEW1ua1uzMltbPzQ+aYrnlVcsXWyF7EnTDvV9f8XSxbEhQxpGj+vp7vLKperamIhgvyGC2jCJ4NmmkgEIW4mAGUfUhca5PvyiYH9GthOlQj6XzaTdWDyRTBFrQLAPMXGgIvkid3lC2DOIyBjz0P/e3/jKmtUrcxde/pE1K3LdXYWe7s5DDp8NyIqXFvu+/4FPXpN56HeTpx024+g5vu9hfyLAcEc19/ovtXtMMIKwohlD9KiwFwQlgLBfI9uJUiGfy2bSbiyeSKaINSDYt4hIlNNaVluKBgTCnsHMFa6662t3KOamjY0zjj7WBKY139zX23PI4TMWzn1mwuRD8k0b333J+yuj1UQkItifMGGEw4vbyxu6g1pbzR6i66xSEHg4AJDtRKmQz2UzaTcWTyRTxBoQ7HMEkBXp9HRrSXwDwh5gWVbjule+//UvX/6xq1cuW/Lgr38e+P6V19zQ39fz/FNPRCIRy7LCTkWho334qNHvuvhyZsb+RAQRi2pDtLbLnxhFJUq+CXBgINuJUiGfy2bSbiyeSKaINSD4N2EVKsJuKaLPF8JuYebOLVt+8t/fnHH0nJnHzrntuk994JOfyi1ZuGje85/6wq35TY1NGzdkF87v6eo84qhjX3jmyQ//52cro9Uigv2GAASMrVQue57XLyI4YJDtRKmQz2UzaTcWTyRTxBoQ/PswsehwW1lvKRoDEN4KIgp8/7YbrmlvzZ965rtiQ4b95eE/jo0n+vt6ReSKqz4d+MF937nj2JNOXfD8s8X+3o7W1k9cd7NT4YoI9g8iCGsaFkEEJROUcYAh24lSIZ/LZtJuLJ5Ipog1IPi3ogEq1GPsfL+UjTB2GRH5vr/kxbktTY2+H4ybmKgbMmze00+GI86xJ51aVVPT39vXuG7N+MSUze2tLz771MjR46bPPBL7BxEwodrmOjtQQdGYAAcesp0oFfK5bCbtxuKJZIpYA4L9ACvtU7itzF0lYwDCLgvZllIY4PswRpgJQOAbYwIiUlr7vq94KwF8z8N+QAQVFtWF4ZAnflFwgCLbiVIhn8tm0m4snkimiDUg2D/QAGX3Sai9KL2+ACActAwQIopFKKp8NiVjfIBwoCLbiVIhn8tm0m4snkimiDUg2J8wMXS409ebS1L0hQgHGQEYqApxvW0sKZnAExzoyHaiVMjnspm0G4snkiliDQj2P0ppj+yCp7aUxBcBQDjgiYAIjqZYGBXkSVASERwMyHaiVMjnspm0G4snkiliDQj2S0RgFSqLtcVX3Z6UfCEC4YAkAAOuxTUhcdhHUDJicPAg24lSIZ/LZtJuLJ5Ipog1INiPEZFSugy72+ctJSkZgYAIBwQBIGCmSotqQhIhD4FnJMDBhmwnSoV8LptJu7F4Ipki1oBgv0cEYkvY6vJ1Z1n6fDECIhD2UwJAYCtyNNWETJh9CUrGCA5OZDtRKuRz2UzajcUTyRSxBgQHCAJYaUNWv+heH11l+EaMAATCfkEEICiiCo2qEIU5CMEzgS8SAISDFtlOlAr5XDaTdmPxRDJFrAHBgUQAYiKwFrb6Au72ud+XYiAQgED4NxBABJoR0VShEdWi4MN4IoGIAISDHNlOlAr5XDaTdmPxRDJFrAHBAYuJibUHXYLu86XXRzmAkQEQgAiEPU+wlQiYQARNFNFwLQqRscln8Y0JRAxA+L+CbCdKhXwum0m7sXgimSLWgODAJgQiZkAJawH3BdQXcNmgFIhnxAgGEGEA4a0QbCMQgAiaYCkKMYVZXG0sFpiAxIcYIwIIQPi/hWwnSoV8LptJu7F4Ipki1oDg4CEEImYiJaTKonywgMqBlAKUDTyDQCAQDBAI/k7wd4S/I8IAAgHQBFshpBBWUACTWBRoBGKMSCBiAML/aWQ7USrkc9lM2o3FE8kUsQYEByEBiAAiAhFAICWkiDgAAoERMgIjMKBAxAgJiEgUhAmKwAQFYYIiAAITkASAgYgAEBEItiIMAtlOlAr5XDaTdmPxRDJFrAHB/xWCrWgAQETYhrAVgQABIIAAEAEggIgAEIAwaIfIdqJUyOeymbQbiyeSKWINCAZB8HeEQbuMbCdKhXwum0m7sXgimSLWgGDQoN1CthOlQj6XzaTdWDyRTBFrQDBo0G4h24lSIZ/LZtJuLJ5Ipog1IBg0aLeQ7USpkM9lM2k3Fk8kU8QaEAwatFvIdqJUyOeymbQbiyeSKWINCAYN2i1kO1Eq5HPZTNqNxRPJFLEGBIMG7RaynSgV8rlsJu3G4olkilgDgkGDdgvZTpQK+Vw2k3Zj8UQyRawBwaBBu4VsJ0qFfC6bSbuxeCKZItaAYNCg3UK2E6VCPpfNpN1YPJFMEWtAMGjQbiHbiVIhn8tm0m4snkimiDUgGDRot5DtRKmQz2UzaTcWTyRTxBoQDBq0W8h2olTI57KZtBuLJ5IpYg0IBg3aLWQ7USrkc9lM2o3FE8kUsQYEgwbtFrKdKBXyuWwm7cbiiWSKWAOCQYN2C9lOlAr5XDaTdmPxRDJFrAHBoEG7hWwnSoV8LptJu7F4Ipki1oBg0KDdQrYTpUI+l82k3Vg8kUwRa0AwaNBuIduJUiGfy2bSbiyeSKaINSAYNGi3kO1EqZDPZTNpNxZPJFPEGhAMGrRbyHaiVMjnspm0G4snkiliDQgGDdotZDtRKuRz2UzajcUTyRSxBgSDBu0Wsp0oFfK5bCbtxuKJZIpYA4JBg3YL2U6UCvlcNpN2Y/FEMkWsAcGgQbuFbCdKhXwum0m7sXgimSLWgGDQoN1CthOlQj6XzaTdWDyRTBFrQLAbiAiAiGBPICIAIoJtiAivEhHsAA0ABBARDPonRARARPBPiAAQABHBnkG2E6VCPpfNpN1YPJFMEWtA8EYIsCyLtIIIRADyfT8IAgDGGN8PLMsiwm4SwCt7WiveBkB3T69SipmYSGuN7RGRYrEEGgA7FCIi7FtEBEBEsFNEBEBEsA8ZY3w/sCyLCEQEQETKZc8PAiYKhSxmxh5AthOlQj6XzaTdWDyRTBFrQLBTRFQqlRe9tGJTc6tth8KhEDFNnzpx+NA6MfKte+7/+W8evvuOG444dHK57OGtsiz9/ItLU5+79YpL3/WxD17c2dn101//6fGnnl+3odl1ndENw+75xo2WpUWEAMHfEZHn+398+Mk77/5Zw7Ahd3/jxqpK1xiDfYWIZBsiwk4RkTEGABFhVxAg+AcCBG+KYv7WPff//DcP333HDUccOtnzPGNEKV6wZMUXb/9+sVi662vXTYyP8Twfu4tsJ0qFfC6bSbuxeCKZItaAYKeIKAiC++7/w8c+85X3nPP2D1zyrp/+6sGmfPutN101a9b0B/6Y+fOTc6++8tIJ8TEmCExgaABTEBgRsSzt+wETMZMRIRAIfxMERmvl+z6BlFLEtHL1um/fc/9pJx3zzjNPufO7P77nJ7+9/QtXP/ns/N6+/obhQ6/66CV2KESEIAi01r7ng0hrJUYaN7Wc+K4Pnjhn9l1f+zwzDVDMIBCRiBAQGCECgUD4G98PiMjSuux5WikBRISJQCAiMUJEnu+LSMiyAhMAxEzGCBOB8DdMlG/r+MJt30+MH5366CVEBMD3AwBKcRAYEQFARErx937wq8XLVnz1hqvqYzUyAOL7gVIKWwkTg0BEIkKAH5gBlqXFyACllOf7ltZBEAigtSqXPQBEpJUCwRgJgkBrZYwA0IqNiGL1wMN/+fOTc6++8rKxo0d89c4fFDq7b/rMR4PAnHv5p0KW/vWPbq+qrPB9PwgMdgvZTpQK+Vw2k3Zj8UQyRawBwRuxQ9bdP/7tNV/4xndvufayi8//y5NPn33ZVeeeedIl573jpdzqk+bMGj925KNPPNfc0n7+O09tbdv8woJl55x5Un2sZt7CZctfXtvV3Xvs7MPKvvfcvCWzZ0zr7e1vzrede9YpL69Z//Ka9Z2d3YdNnxyrqfrLMy82DB9y+inJBYuyV33+ayHLuvnaK9vb/1978AHVVLYvDPy/9zkhEAIBgoI00UhUbIyCqBF7G3tlVFQURWwEAXEERBGDIkVRFEVRsWBFdKxjib33liAiWLAEaZEOOWfv5/V9863vrvXu/eaOs96auy6/n76iqmrs8AF2tk3eFn66ff/JB12xrY31sAFeGKFzl2+X678Ul5YnbdoTs2TeXL8JPE+KPpf+eukmZ+DatZXdfaAxMTEaOaRP/uv3N+899ujcvrq69uOnzxPHDgFKL924X1JaTin0UXShAOcu3ZJaWTRrKr11/2nL5o4jBvcyNhY+eKLV5hYUl5Z7dm7f1Nrq/JXbVhaSls4Odx8+V3TtdO+xNjJ247CBPWdOGZuX/xYhNGHUwOrqmsys024d2vbt6U4p5Xn+3iPNgp/jOMInRocIBOzDpzk9PDp19+iovnJHk1vQw6PT05w8BjMuLR1u3ntq00Q66sc+EnOxNrfgwZOcktKy9m3lvXp0fqbNe/HyTZn+i0tLpwG9uzEMqqquuXLjYV7BuxGDvZwc7Y6eVNfVN3Rz73jx2t0eXTuVlX159Dy3b0/3jq7yMxdvLIpaa9NEuma5UiQymey/xLNLhz4Kj9Jy/ehhfZs72BFC4I9DQpEE6XVajVollsrkCiXCLACFfwohRClVhsefvnDt8I6Ebl3dbt15NHJKUOcObWdOHROyNHHYAK+45UHb9x5dkZCWHBv2qagkdm165pZVFVVVO/b9Mn/mT6rEbS2c7OfMGD8vbJWTQzOpleTa7UfLF83etOPQ7Klj3xR+rKisVs6evGTlhreFH84d3vLgaY5/cMyYof38poz+9cKNdVv27toY49ahzYIlcd26tK+uqU/fm30oPf7SjXtnLtxYHaU8eOzsybNX96Wt7terq8HAlem/xG/I2LYne3Ggb21tw4Zt+2KWzPP4oZ3PnHBnR3upleTyjQdHdiYcPHY+r+BtVKh/Uuqe+oaG2MgFqqT0B09yli3yv3Lz4Rn19awdiVXVNQmbds+dMWHLzsOEkE3x4dHxW+490o4Y3CvjwInIhTMrqqq3Zx6LjVzQuVPbjMxjB46dPXt4c3FJufesxUkxIQHTxhk4nlJ68tzV2SErxw7rN9t3nF5f6R8S4+HWPj15mV9Q9KvXhVsSI3dkHjt47JwqYn7Oy9eZWafT1i61s20aoUrx8xl14szl1+8+rVkeFLZ83ehh/SiQp8/z9qWtNjY2qq6uzT51URm+JjJkps/4YcMmLmjf1mXs8P5T5kSEzp/atXOHeWGrhg3smRIXvmPfscjYlJmTR/v6jM7JeTU3bNX0iSMkErPYdekJ0cHzZ/5kMHDwxyGhSIL0Oq1GrRJLZXKFEmEWgMI/xTJMUUmZ98wwoHBoR4Kdve3+QydnKKOVsyaOGzHAe2bYDJ9R0eEL0jOylsQkZ2xc2cbFeXawauLYwak7DtrYSH3GDT30y/nJ4350d3MdNH7uuBH9+3t1zcl749LScV7YKmup5TTv4d6jBlpaSMb4htTX15/an3Lxxv0ZC5atXRnq6+Mdv27L+q379m9ddfX2o6RNu1cvVWpzX/M817+X55xFqgDfcdGL584IXP40J+/IzkRnJzuO44VGguiEtO17j/6yZx0hdOjEBX4+o+f5efca7jdu5ID+Xl1f5L0xE4tCl61dGT4vaN5Uf2X08TOXT+1PSdy0u+Ddh9P7Npy6cH3Bz3HLFgWcv3Jbr68ICvDJOn6hXy8Pv8mjZwZFvyn8uGZ50JUbD0cO6b1tz5Fzl26pj251am4fvGRN9qmLF45syT6pTkk/uH/r6p7dfmhoMAiNBFknLgSEqlLifp7sPfpV3quB4+eOGtInZN6U8dMXyVo47kxZsTh63clz166c2K55kT/eLyxs/rRnOa+eavKWLw448euVTu3k/Xt5Tg4Ixxj7Tho+fvjAls3tCaVCodHJs1enL1i2VhUqc3b0nrk4ZO6UOTMmBISo3Dq07tOjy9jpoX4+o6KXzN+cfiAqbtPh7Yl9+/RYvmrDtt3Z5w5v1r4smBcWu3FN+E+jBzcYDPDHIaFIgvQ6rUatEktlcoUSYRaAwj8lNBY+fKwd4xs8dIDX5sSlX75UTA9c9jzn1b6tqx880kbFpR7cHt9H4T4jcPnNu48v/ZJubma6bvPeTu1bz1mk6uHRaWGAj00TaTNb60vX7vkpoxNjQmZMHQs8/zznleZFftbx8yfPX1u9VDmwT7ch3vOmeg9ftSwoZs3mLRlZB9PXuLu5Tpy9pLRUf3h7fMSqTSfPXlmnCmvXppV9M+tfTl9aGJWUuiZicL/uwyYFtmrptDNlhYBlAFBtbd30wGW6z6Un9204f/nO7OCYlLifra0tp86JTIwJmTF1LABas27bioS07IykvgqPgeMD6usb1q9eMj9sVYd2LjvWRy9dtXHn/uNxy4LiU3Y2lVpGhvjbN2tq01T6paJq3PTQti4ttm+INjY1LSsu/XHiAmsrSfautdU1NcMnKy0l5plpq+YvjsvJKziyM8nJwZbnCcZ4aWzK/qNnszMSu3RxO5B1Yn7Y6s1Jkc6OduOmL5o9bWzQ7MnDJgaamYlO7NuQsu3AysStiSuCt+w6UldfH7dM6Whna21lUVFZ/VT78oz6Rubh0wsDfFZGzKeUIoyWqjYe/OXc8b3Jdx89D1u+7mB6/KC+3Vcnb/fq1vl5zquo1ZsObo/vrXCfvTDm6q2HF49ttWli5T1zsa6o9OT+DSsS0s5dupW9a62rvGWDwQB/HBKKJEiv02rUKrFUJlcoEWYBKPxjGKGSsi+bMw6rkrZOHDPYz2fMxWt3n+fkhcyd1lvRJWp16vq0zNSEiFFD+sQkbs3MOr06Ssky2MHOpr2ry5SAiHcfdOFBM75UVrm0aH719sOtu7KO7l7Xs3vn4uKyCX5hzk52wwd5LY3duCwswMmh2bDJgdMnjlwY4BOhSnmZ//bY7nUmJsJRUxfW1xs2J0Y8epYbsTJlhs+oH9q3/lJR1URqOXfxqr4Kd0VXt7j1O9x/aJewIrhlcweWZV6//TBuRqi52DQyxD85LVMsMtm6Lipx4+603UeO7V6n8HSjhF68fndOaOzMKaOtLCWbdxxe8fMcicTsp1mLh/bvOW5E/6jVqcMG9VoYMDkkKvHqrUdLgmZQSps1bSI2NRnvFxY23zc8eCYh/Edd8aDxc5s1tY6PDraWWozwUZqbiWdMGpWwMeOHDm3S10cbC43oN8rwNcd/vRIfHTzixz4Hs8+ERiUtDPCpqa3beeD4ntRYlxaO/ccGuLu1nTNjgipxW8d2LivD56vWpu8/ciY8aIa5uVmDwXD24i2O4+ZMn7BoedKsKWOVsycRQgFg0bK1mVmnly7y1xWVpO3KmuY9vG3rlmJT0U+jB69M2pa8ZW9qQsSwAV4zF654/OzF5sTIZk2tR/gEDejtmRK3xH9h9K0HzzbFR/RTeCCM4I9DQpEE6XVajVollsrkCiXCLACFfwwjpCsufabNq6quFbCMsbFQKDTq6OpiZWlBeP5lwbtzl262dLLv09Ojsqr6tPoG18B1dmv7Q4c2GKPXbz+cu3y7pqa2a+f23dw7Pn6eW1Kq7+7R0UxsyvP8vUcazYt8C3MzS0vznp4/NBgMew6dLCnTD+nXQxkR797JNTk2DCF05eYDzYt8RddObVxaXLn54Kn2paN9s4F9ulmYi8+ob+S/LnR3cy0t/1L0uaRPTw+Xls2NjASXr9/zmRM5ZljfHl3dCCEDenW1llo9eKwtKdN39+hoJhZRCoSQe480OS9fGxsbdWjT6gc317Sdh5eu3rg4cLq1lYWVpUVfhbupqcnHT8Vn1DfKyvWdO7l6dXP7XFz+4GlOp3ZyJ4dmlBKOJxev3n2Z/9azS3tHe9vDxy8IjQSUkPiNu8IX+gVMH88ZeADAGGlzX6uv3XFyaNarW2fty4LL1++3btX8+K9XtLkFZw+n3nnwbNbCmADfca1dnI0EggG9PS0kZsUl5ecv3y78qGvfplUfhXtewbv7jzVmYlMLiVl3j06mIhNKKcb41et3Zy/ecrSz8XTvcPPu41cFhR3byfv29DAWGuXmvz136WZLJ4fePbu8yHtz7fbDtnKZq4vzE01eS2d719YtHz7JuX7nUcd2rbt7dGQZBv44JBRJkF6n1ahVYqlMrlAizAJQ+KcwxgIBCxgDpUApUOA4jicEAFiGwRhToBzHY4wZBlNCAQFn4CgAyzIMxpQCIDAYOAHLIgYb6hsIpQBgZCQghPA8MRKwDQbOyIg9eOx8+MoN/b08PpeUr14aKG/VnOeJQMAiAEIpIUTACiilCCGO4wilAgEL/xelhFCekNq6+qTU3XHrd25OiPT9aTgrYDmO/8pIIEAMNtQ3EEoBACEkELA8TzBCmMG6ohJl+JoLV++cyFzfzb0Tw2CDgSOEsMzfUEoRggYDhzFijYx4g4HjeABACAlYlgLFAnZ35rGouNSQOVOfaF5yHLdWtUhibkYIgW9YlsEIIwaVlX2ZvmBZTW3dxDGDM/Yfnz/zpx8HeoWvSM7MPpOREjN6aF+MscHAEUIYBrMMSylFCBk4A8MwAMBxvJGANXA8IQS+YVkGY4wAeJ5gBgMFhKDBwFFKWYbBGFOgHMezDIMQokAJoayAJTxvMHAsy2KEKKUcz1EK3wEJRRKk12k1apVYKpMrlAizABT+AjBGn4pKzl68xbJM7x5dmjs24zge/kUYo/cfP1+6fq+kVN/GxblX986mpiJCCPxTCEHOy9fXbz+qq29wd3P1+KE9yzKUUvjdMEafi8vVV2/X1jU0s7Xu4d7JQmLGEwJ/DyHgefr4+YtHT1+Yikxc28jc2rcuePP+8o37lVXV7dq06tX9B4GApRT+3SChSIL0Oq1GrRJLZXKFEmEWgMJfA8NglmEBKE8Ix/Hwh1BKWYbBDOY4nlIKvxvLMAgjg4GDP4RhMMuyhBCMMcdxPE/gHzASCADBfzMYOEIIy7IYI47jKaXwbwkJRRKk12k1apVYKpMrlAizABT+MhgGsywLCBkaDIQQ+G4IIYbBHMfDfwyEkJGRgOcJx3HwvwQJRRKk12k1apVYKpMrlAizABT+GhBCRZ9Lc1+94Xi+Uzu51MqCUgrfAWPMcdxHXbG9nQ1GiFIKfw8hZCRggcFAaEODgVKKMRYYCQCAcDzHc5TCXw3GGAAIIfA/QQjV1dc/fJJj29S6pbMDpRT+NyChSIL0Oq1GrRJLZXKFEmEWgMK/jsGYUkooRQhRSjHGlFIAQAgRQgAAIYQRIpQAIABACL4ihKJvCCEAgDGm3yAECGGM0IdPnxcsiXv4NOfUvpR2bVsRQjBChFL4DUKIEIIQAgBKKfxjDIPr6hpu3nuivnLHz2d0i+b2lFIBy2IGwzeU0vzXhel7j+a/LnR2sg8P8rOwMM999Tp5S2ZFRXV3jw7eowdJLS0IpQCAEMIIEUrhGwQACBFC0N8AIRQAEAKMMKF/gxCilML/BGMMQAmhCCFKKQBgjBECQuhXAIAxRgA8IfANQghjRAj9CiH0ubiMJ7xNEylCCH6DMUYICCEYM5oXr0ZNWTh0YM/k2MXw/6CUAgDGGAEQQij8iZBQJEF6nVajVomlMrlCiTALQOFfgTFmGFxSUm5sIjQXm1bX1rEMU11TayoywRjX1tYZGwtZlqmvb9BXVDW1tuR58lVDgwFhJBaJamrrOI4TiUwAoKamlhWwRgIBz/PVNXUsy7AMHj8jrLK6+vje9ZYS8waDoaz8i7XUEgE0GDgEUNfQYC42rW8wUEoFApZSCt8gAEBAKfw3lmGev3iVmXVaKDQqKdPfe6iJXjxn6ECvl6/evP/0GSEACs2d7BztbeLW79yffaaqqlZ9dGsLJ7v1afs2bd8vEBgd2BbXsZ2cEAIALMtwHF9W/sVaaokADBzH8YRSIjIx5jie43gjIwHG6KviknIzsanIxLi6tlbAsvD3EEICli0t/8Iw2NLCvKq6RsCyRkaC8vIKA8dJLSUUgGWY4rJyRMHKUsITwrKMwcCVlX+xkJgJhUbFJWVjp4e2cLJPS4oSCFhKKUJIwLLl+goDx0mtLBCC4tLyKzceuMicOrnKeUIAKMMwhNCvBAJWr6/geGJpYUYI/Qr+HEgokiC9TqtRq8RSmVyhRJgFoPC7MQxTWqZP3XmosrLa2soi7/W73j3cxSKTvVmnXeUtxWKTe4800YvnVFbXZuz7paWzfbm+sq6+vp9X1/OXb+u/VAwf1Ft99U5JWXlkiD8hNHXHQVORScySuS/z36qS0uf6TejkKu87xn9IP8XGuCVPNLlbMo442DWtqa0rKS2fPG7o/ceaS9fvDx/k9fhZrlBotDJivsjEmFLKYEwBEAKMMeEJx/MY49CopHcfPvmMG0ooPXb60sSxQ/r38py7KPbitTsMyzIYr4pcMHpo35T0g28KP2b9cv54ZjLH8eord06cu2LfzGZPqkokMiGEsAzzRJObtivbwa5pTW1dSWn5yCF9rty8/6bwU1So/407jy/duJ+4IoRl8NotmQKWMRWZ5L8uHDO8/4hBvQwcB79BCNXV1W/ZlVX4/pODnc3L/HedO7X1/Wn49sxj5eWVnz4XW0jMQj48MjEAAA0CSURBVOZO3bn/l4Z6Q8Hb9y4yp9B50+4+en7q3DWDwfC5pHy+309Xbz1cvX5Hr26d/X3H9ffyYFm2vqFh+95jen3lp8/FEnOzkUN6pe89JjIxjg4LuPdYc+XmAwuJ+YMn2vZtWgVMH3/kxIWi4rK8/Lc/dGyj9J/EsiylFP4ESCiSIL1Oq1GrxFKZXKFEmAWg8PsghHieD1u+7tzl28f2rLt9/+mCn+O2JEUO6OU5fsYijicendud+PXq4kDftF1ZfXt6hM33nTwnnOfJ4e3xqTsPJW/J3LFhRbm+Inhp4ubEyEnjfpwfFnv+8p1TB1LOX7m9PG7z6QMp1TV1k2eHJ6wI7ufVdaL/z86Odsmxi+aGrXqW8+ri0a25eW/G+y2aMGrQ63cf6uvrj+5KtpCYAUBxafmuAycqq6q9Rw0EBPmv34/6sW/K1n3R8VsYlu3YrtWCmRNHDe17/5FG86JgUN9uLMNwPG9tZfFB9/nUuWtGAkFUXOrSEH+WYWxtrBdGxk/zHrEyYh4hlGGY/DeF0+ZFOjvaJ8cumhu26lnOq4tHtx4/czlCtTFjU0zOy4Kk1L27NsYc/uX8i/w3+9NWZx2/EJOYlpWROLhvD47jKaUAgBACStekZGzPPJqRsrK0XO87Pyo+Otjdre0Q7wV+k0d1cHXRFZU4OzULCI1dHDjd0sKsoYFzd3P1D4mZO91bZCJcGJlwIH3N23cfl63ZvDkhcthAL4bBLMveuvd45JRgv8mjOri2evdep/Sf/HNM8qnz147tXve5pMxUZJK268ila3fT1kbdf6w9feF6akLEzyuSOY47vne9qamIEAJ/AiQUSZBep9WoVWKpTK5QIswCUPh9GIbJy3872Htenx7uuzatjElMS997NHtXkqXEfIRPUD8vj8WB0z8VlZ44eyUt4/C+rXEyZ4fhkwP7KDySVYtmBcc8epZ78WhaWkbW1t1HDqSv6dRO7j1zcU1t/YFtcRGrNt66+0Sdnbbr4MlN6QcO7Yh/mf82cMma1MSIkYN69xsz29nJ7sC2Nfuzz4RGJW1JWiqXNSeEtHFpgRAihOzc/4vQyEhXVHL11sMWTvazfcfa2TZ9/OxFUUnZsdOX3hZ+QgiydiaeuXDzmfYlIBAaGflPG+fattXlq3cKPxRJLSUzlMtdZM1XRS54VfAuOCppS2LkxLFDGhoMApZN35sdumxtamLEyEG9+42Z3bK5fcbGleGqDWcuXD+yK0liZrYkZn0/L4/ohLRJY4YkRAcHhq85ff7a2cOprVo4cjwBAEIIyzLv3uvG+YbaNLU6vCNx654jcck7ju1ZJ3N29FMuv/Pguad7h+VhARJzs4CQGG1uQW9Fl5Xh84+cuJC4cfe0n4YLBAKXlk4Txw6JjE05d+l21s7EDm1bNRgMLMN8+lwaEBJz58FzT/cOUaH+beUtfWYvqayuPbg93lJitjp5R9qurOTYMIWn28gpC4HSUT/2raisGj+ifxe3dpRS+HMgoUiC9DqtRq0SS2VyhRJhFoDC78OyzIMn2h+9F0wYNTAhOth3QVThh6LjmesfPXsxbd5SVfj8ObMmAqULw+P2Hjp1bM+64pLymUHRCdHBY4f37z1qVhuXFpsTImcELisp05/ct+GTrnjk1IU/9lME+k8a4xvcppXzrlTVrKAV+W/en9qfsufwqajVqQe2rraWWo70UYbOnxYR4r8wfM2Jc1ezM5I6dXKlBq7BYAAASmm5/ktTaykgKNdXIISkUsvU9AMbtu1PWBHMc3xxqf7YmYvp65a/Kfxk08RS86LAT7l8QJ9uO1NWZB46bW/X1M62yUifoDHD+ydELwwKj88+ffHc4c2urVvyHM+wTMLGXSsSth7YutpaajnSR7loge/8mRNHT11oMPAn969/9153+/5TK0vJzKAVSv+JofN9h08KNDISHN297vb9J+ord/ymjJE5O2CMtbkFo6cGd2znsm3dMv/glXn5b88c3HjnwXMKtKq6NigifvyIAb16dLG2sniZ/yZqderiwOmEkOQtmVuTl40Y1Fubm29mJgoIUWHMZO1MMBeb8oQYDIZT569hjKuqa5Xha6ZPHDlr6pixvqHDBnklqxZtTD8Qt37nsrCA/r273n+cs3pturW1xZ7UWEJpUXFZu9YtEULw50BCkQTpdVqNWiWWyuQKJcIsAIXfByFUWVUzb3HsU01e/16epy9c7+7ecfuG5em7sxNT9+zdHNvdoxMAnDh7ZWFEglsHuczZMfukekBvz8H9FeErN8yaMiZw1sQFS+Ju338WFerfwdVlRuByBmPvUQOzT180GLilIf4nzl29evNBWOB0B7umwREJds2aenZpf/Douc4d2yj9J23Ytr+yqiZjY4zUSsLzBH6DESKUAgDGiFJACOXlv0vYuKu+ocHKUuJgbzOot6eZ2LSkTO/ZuUNu/tvhkwNbtXD0mzRqS0ZW1y7tp04YtnP/cd+JI/LfvI9J2FpZVb1mWdCwQV4YY5Zhrt5+OHeRyr6ZjWeX9gePnvuhQ+uflTPOXry55/DpUUN6y1o4DhvsRTgSsEj1SVfs1b3zwaNnfcYPTVgRvDJxW9qurIxNKwf17sbxfFV1zaJlay9dvzdmWL+8gne5ea9D50+7euvhm8JPvj8NP/TLef+pY/Zn/1pX1zBicK/skxdXRswTGRvPCYsVsGznjm1cW7cc0l+xODpZm1swb6b3hJGDJObimtq6hRHxuflvpk8cefDo2UULprVwcpg8J9zGWjpmWN+1m/eKTU3Gjxz4VJM39adh2hcFqTsOeXbp4ORgO7hfjx4enSil8OdAQpEE6XVajVollsrkCiXCLACF34fBWJObf+7SLY/O7d8UfoxatSkhOth79KCq6lqe502MhQgh+KbwY1FtXZ2jnc3nknLCk2Y21jwhQiMjgYCtqKwq/FBkZ9vEQmL2UVdcWVXT3MG2tr6+6HOpo70tpfDu/cemTaTWUktdUXH5l0on+2bl+oq6+noHOxtKKUZIKDSC/x+GYQwcl747293N1a1DaxNjYciypItX72btTDx6+lJS6u41y4LGDO1fV1/PMNjExBgBYhhUVV1LCEEIMww2MRbCNwihT0XF5V8qneyblesr6urrnRxsBSxb8OY9x/POTnZikejOw+c37jxSeLrduf9sbdre9HXLB/bupq+oLC3T29k2YRgGADBCNXV1r99+sLKUmIpM3n8oatpUKhaZvH3/qa6u3snB1srSorq65k3hR8ITRwdbC3MzQKD/Ulnw9oOFxMzJ3pZlmTJ9xfuPRTbWVlIrC4QQADQYDG8LP9bVNTg52FpaSAghH3XFVdU1tk2tMUKYwRzHUQrmZqYY47eFn8q/fHF2tLeyNOd5An8aJBRJkF6n1ahVYqlMrlAizAJQ+H0ELHvi7JUFS9YM6dejpraufdtWgf6TjAQsACAEhFD4DcNgACCEYoyAAqEUIaAUKKUYIYwxTwillMEYECKEoG8IIQgAY0y+opTBGBAihGCMAIAQCt9QSuF3QACv3ry3t20qMhECQs9zXh04elYoFHwuLhvQ23P4oF4MxoCAUqCUIoQopehv4CtKgVIKv2EwBoQIIRgjACA8AYQwxgCUEMoyzI79x6Lj08b82LeouHRAb8+p3sMZhgEAjBHhCYX/AyHEYEwoBUoxxjwhAIAxBgBKKSEEIYQxBqBfEUIBAGOEESb0K0IpYIwwwuQrSuEbhBDGGAAopYQQAGAwBoQIIQgBUKAACIBQihBgjAEQIYRSCn8mJBRJkF6n1ahVYqlMrlAizAJQ+N0opZ9LyvX6iibWlk2klpRSQin8VTEMQwihlAIAyzINDVx1TY2JsbHIRGjgeEop/EkIIUWfSyuqqm1trK0sJIQQSin8B0FCkQTpdVqNWiWWyuQKJcIsAIV/BcYYIaAUKCEU/p0ghOAbSin8qRBCGCFAQCklhMJ/HCQUSZBep9WoVWKpTK5QIswCUGjU6LsgoUiC9DqtRq0SS2VyhRJhFoBCo0bfBQlFEqTXaTVqlVgqkyuUCLMAFBo1+i5IKJIgvU6rUavEUplcoUSYBaDQqNF3QUKRBOl1Wo1aJZbK5AolwiwAhUaNvgsSiiRIr9Nq1CqxVCZXKBFmASg0avRdkFAkQXqdVqNWiaUyuUKJMAtAoVGj74KEIgnS67QatUoslckVSoRZAAqNGn0XJBRJkF6n1ahVYqlMrlAizAJQaNTouyChSIL0Oq1GrRJLZXKFEmEWgEKjRt8FCUUSpNdpNWqVWCqTK5QIswAUGjX6LkgokiC9TqtRq8RSmVyhRJgFoNCo0XdBQpEE6XVajVollsrkCiXCLACFRo2+CxKKJEiv02rUKrFUJlcoEWYBKDRq9F2QUCRB5Z80z89Hm1m3au0VgjALQKFRo++ChCIJqq0o+pj7q5GpVZPmPQAwNGr0vZBQZP5fWi+ktIZdV7UAAAAASUVORK5CYII="
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{
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{
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{
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{
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{
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],
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "table",
"confidence": 0.6111745834350586
},
{
"class_name": "page_thumbnail",
"confidence": 0.1150587722659111
},
{
"class_name": "full_page_image",
"confidence": 0.07313597947359085
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.052774831652641296
},
{
"class_name": "calendar",
"confidence": 0.050474658608436584
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.03682864084839821
},
{
"class_name": "other",
"confidence": 0.018522555008530617
},
{
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.5066900849342346
},
{
"class_name": "flow_chart",
"confidence": 0.25887948274612427
},
{
"class_name": "line_chart",
"confidence": 0.06608393043279648
},
{
"class_name": "page_thumbnail",
"confidence": 0.053733810782432556
},
{
"class_name": "full_page_image",
"confidence": 0.029576370492577553
},
{
"class_name": "table",
"confidence": 0.018257902935147285
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.01587912067770958
},
{
"class_name": "other",
"confidence": 0.013666643761098385
},
{
"class_name": "engineering_drawing",
"confidence": 0.009754759259521961
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0074628242291510105
},
{
"class_name": "calendar",
"confidence": 0.006403281819075346
},
{
"class_name": "logo",
"confidence": 0.00391153059899807
},
{
"class_name": "icon",
"confidence": 0.0026752545963972807
},
{
"class_name": "pie_chart",
"confidence": 0.001429196447134018
},
{
"class_name": "music",
"confidence": 0.0011680586030706763
},
{
"class_name": "geographical_map",
"confidence": 0.00090818788157776
},
{
"class_name": "scatter_plot",
"confidence": 0.0007756102713756263
},
{
"class_name": "box_plot",
"confidence": 0.0006755332578904927
},
{
"class_name": "chemistry_structure",
"confidence": 0.0006646568072028458
},
{
"class_name": "bar_code",
"confidence": 0.00042681684135459363
},
{
"class_name": "photograph",
"confidence": 0.0002873901976272464
},
{
"class_name": "signature",
"confidence": 0.00027219028561376035
},
{
"class_name": "stamp",
"confidence": 0.00019125199469272047
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00013858165766578168
},
{
"class_name": "qr_code",
"confidence": 5.166830669622868e-05
},
{
"class_name": "topographical_map",
"confidence": 3.585983722587116e-05
}
]
}
]
},
{
"self_ref": "#/pictures/35",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/210"
},
{
"$ref": "#/texts/211"
},
{
"$ref": "#/texts/212"
},
{
"$ref": "#/texts/213"
},
{
"$ref": "#/texts/214"
},
{
"$ref": "#/texts/215"
},
{
"$ref": "#/texts/216"
},
{
"$ref": "#/texts/217"
},
{
"$ref": "#/texts/218"
},
{
"$ref": "#/texts/219"
},
{
"$ref": "#/texts/220"
},
{
"$ref": "#/texts/221"
},
{
"$ref": "#/texts/222"
},
{
"$ref": "#/texts/223"
},
{
"$ref": "#/texts/224"
},
{
"$ref": "#/texts/225"
},
{
"$ref": "#/texts/226"
},
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"
},
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{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
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{
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},
{
"class_name": "music",
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},
{
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{
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{
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{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/36",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nCAPITALIZATION SUMMARY\n<::donut chart::>\n<::center text::>\n$5.4B\ntotal\ncapitalization\n<::segment::>\nBook Equity\n$1,426\n(26%)\n<::segment::>\nRepo Debt\nFacilities\n$933\n(17%)\n<::segment::>\nMortgage\nDebt\n$387\n(7%)\n<::segment::>\nUnsecured\nCorporate\nBonds,\nRevolver &\nTerm Loan\n$2,684\n(49%)\n::>"
},
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{
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},
{
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}
]
},
"quber__read_by": [
{
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"produced": [
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]
},
{
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}
],
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"quber__figure_chunk_id": "d2665154-5c4c-4cd2-8b7b-5b98031c4460",
"quber__footnote_marks": [
{
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"kind": "footnote",
"label": "Adjusted leverage ratio\u00b9"
},
{
"marker": "2",
"kind": "footnote",
"label": "83%\u00b2"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Note: As of 06/30/2026. Dollars in millions. Adjusted leverage ratio 2.3x vs. 3.5x IG covenant maximum. Unencumbered asset/unsecured debt ratio 1.56x vs. 1.20x minimum."
},
{
"marker": "1",
"text": "For a description of this non-GAAP financial measures, see Selected Definitions on page 34"
},
{
"marker": "2",
"text": "Percentage of total capitalization"
}
]
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9698955416679382
},
{
"class_name": "flow_chart",
"confidence": 0.024800533428788185
},
{
"class_name": "calendar",
"confidence": 0.0021696933545172215
},
{
"class_name": "bar_chart",
"confidence": 0.0007200598483905196
},
{
"class_name": "full_page_image",
"confidence": 0.0005682141636498272
},
{
"class_name": "table",
"confidence": 0.00036125691258348525
},
{
"class_name": "other",
"confidence": 0.00032856949837878346
},
{
"class_name": "line_chart",
"confidence": 0.0003043835167773068
},
{
"class_name": "icon",
"confidence": 0.00029593188082799315
},
{
"class_name": "logo",
"confidence": 0.00023604618036188185
},
{
"class_name": "page_thumbnail",
"confidence": 0.00010870739060919732
},
{
"class_name": "geographical_map",
"confidence": 8.471090404782444e-05
},
{
"class_name": "music",
"confidence": 6.0455746279330924e-05
},
{
"class_name": "engineering_drawing",
"confidence": 1.461885403841734e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.4339996596390847e-05
},
{
"class_name": "photograph",
"confidence": 9.95193204289535e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 9.714111911307555e-06
},
{
"class_name": "stamp",
"confidence": 3.55786369254929e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.3212882044608705e-06
},
{
"class_name": "signature",
"confidence": 2.9976165478728944e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.899289029301144e-06
},
{
"class_name": "bar_code",
"confidence": 1.6118580106194713e-06
},
{
"class_name": "chemistry_structure",
"confidence": 1.518008843959251e-06
},
{
"class_name": "topographical_map",
"confidence": 6.162637760098733e-07
},
{
"class_name": "qr_code",
"confidence": 5.791675334876345e-07
},
{
"class_name": "box_plot",
"confidence": 1.3602522130895522e-07
}
]
}
]
},
{
"self_ref": "#/pictures/37",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/239"
},
{
"$ref": "#/texts/240"
},
{
"$ref": "#/texts/241"
},
{
"$ref": "#/texts/242"
},
{
"$ref": "#/texts/243"
},
{
"$ref": "#/texts/244"
},
{
"$ref": "#/texts/245"
},
{
"$ref": "#/texts/246"
},
{
"$ref": "#/texts/247"
},
{
"$ref": "#/texts/248"
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "table",
"confidence": 0.809092104434967
},
{
"class_name": "calendar",
"confidence": 0.055010754615068436
},
{
"class_name": "page_thumbnail",
"confidence": 0.04625529795885086
},
{
"class_name": "full_page_image",
"confidence": 0.029311515390872955
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.021888310089707375
},
{
"class_name": "other",
"confidence": 0.010947725735604763
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.007947825826704502
},
{
"class_name": "bar_chart",
"confidence": 0.004773786757141352
},
{
"class_name": "flow_chart",
"confidence": 0.0039114076644182205
},
{
"class_name": "line_chart",
"confidence": 0.002928637433797121
},
{
"class_name": "logo",
"confidence": 0.0019172707106918097
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0011255290592089295
},
{
"class_name": "icon",
"confidence": 0.0009619643678888679
},
{
"class_name": "pie_chart",
"confidence": 0.0008518724353052676
},
{
"class_name": "music",
"confidence": 0.0005703664501197636
},
{
"class_name": "engineering_drawing",
"confidence": 0.0005342639051377773
},
{
"class_name": "geographical_map",
"confidence": 0.00046877143904566765
},
{
"class_name": "stamp",
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},
{
"class_name": "scatter_plot",
"confidence": 0.0003034606052096933
},
{
"class_name": "signature",
"confidence": 0.00027677370235323906
},
{
"class_name": "photograph",
"confidence": 0.000256819388596341
},
{
"class_name": "chemistry_structure",
"confidence": 9.059526200871915e-05
},
{
"class_name": "qr_code",
"confidence": 7.225749868666753e-05
},
{
"class_name": "bar_code",
"confidence": 7.14706548023969e-05
},
{
"class_name": "box_plot",
"confidence": 1.7019210645230487e-05
},
{
"class_name": "topographical_map",
"confidence": 4.467844973987667e-06
}
]
}
]
},
{
"self_ref": "#/pictures/38",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/253"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9987792372703552,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0011816329788416624,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 2.715824120969046e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 4.112922852073098e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.352251729258569e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
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"text": "\n\n<::DEBT MATURITY PROFILE\n: bar chart::>\n<::Y-axis: Amount in $\n$0\n$200\n$400\n$600\n$800\n$1,000\n\nX-axis: Year\n\nLegend:\nUnsecured (dark blue)\nSecured (IG securities financing) (very dark blue)\nOther Secured (light blue)\n\nData:\n2026:\n Total: $842\n Secured (IG securities financing): $826 (rolling financing on AAA securities)\n Other Secured: $16\n2027:\n Total: $705\n Unsecured: $589\n Other Secured: $116\n2028:\n Total: $25\n Unsecured: $25\n2029:\n Total: $872\n Unsecured: $836\u00b9\n Other Secured: $36\n2030:\n Total: $934\n Unsecured: $775\u00b2\n Other Secured: $159\n2031:\n Total: $560\n Unsecured: $500\n Other Secured: $60\n2032 & Beyond:\n Total: $82\n Unsecured: $82::>"
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],
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"text": "Note: As of 06/30/2026. Dollars in millions."
},
{
"marker": "1",
"text": "2029 unsecured maturities include $634M corporate bond maturity and $202M corporate revolver maturity"
},
{
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"text": "2030 unsecured maturities include $500M corporate bond maturity and $275M term loan maturity"
}
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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},
{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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{
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},
{
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},
{
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},
{
"class_name": "geographical_map",
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},
{
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},
{
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
"class_name": "qr_code",
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/40",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nCOMPOSITION\n<::donut chart showing the composition of total unencumbered assets, which are $4.3B. The breakdown is as follows:\n- First Mortgage Loans: $2,682 (63%)\n- Securities: $925 (22%)\n- CRE Equity: $501 (12%)\n- Other Assets: $138 (3%)\n- Unrestricted Cash: $38 (1%)\n: donut chart::>"
},
"classification": {
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"class_name": "signature"
},
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"class_name": "chemistry_structure"
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{
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"class_name": "crossword_puzzle"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 5.666063884746109e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.4727173436313024e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
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]
},
"quber__read_by": [
{
"reader": "set-of-mark",
"produced": [
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]
},
{
"reader": "ade",
"produced": []
}
],
"quber__figure_job_id": "cms7p0o2g0b1ne401x91e7552",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "e9a6e48c-3611-4081-a896-2009817a2797",
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "As of 06/30/2026. Dollars in millions. Loan amounts shown before CECL allowance. CRE equity amount represents undepreciated asset value."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 25,
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"captions": [],
"references": [],
"footnotes": [],
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"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9915380477905273
},
{
"class_name": "flow_chart",
"confidence": 0.0055166142992675304
},
{
"class_name": "calendar",
"confidence": 0.0013113839086145163
},
{
"class_name": "bar_chart",
"confidence": 0.0007085800170898438
},
{
"class_name": "line_chart",
"confidence": 0.0002567170886322856
},
{
"class_name": "table",
"confidence": 0.00025345367612317204
},
{
"class_name": "other",
"confidence": 0.000134119633003138
},
{
"class_name": "full_page_image",
"confidence": 6.217466579983011e-05
},
{
"class_name": "icon",
"confidence": 6.0200985899427906e-05
},
{
"class_name": "geographical_map",
"confidence": 5.232168041402474e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.819161454681307e-05
},
{
"class_name": "logo",
"confidence": 1.8713693862082437e-05
},
{
"class_name": "engineering_drawing",
"confidence": 1.7884696717374027e-05
},
{
"class_name": "music",
"confidence": 1.4354349332279526e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.1992444342467934e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.165077370998915e-06
},
{
"class_name": "photograph",
"confidence": 3.2539192034164444e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.6315053673897637e-06
},
{
"class_name": "stamp",
"confidence": 1.1458955668786075e-06
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "line_chart",
"confidence": 0.4858015179634094
},
{
"class_name": "bar_chart",
"confidence": 0.19522064924240112
},
{
"class_name": "calendar",
"confidence": 0.14383600652217865
},
{
"class_name": "table",
"confidence": 0.0665542334318161
},
{
"class_name": "flow_chart",
"confidence": 0.05147697031497955
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.987525463104248
},
{
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},
{
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},
{
"class_name": "screenshot_from_computer",
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},
{
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},
{
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},
{
"class_name": "music",
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},
{
"class_name": "stamp",
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},
{
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},
{
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},
{
"class_name": "qr_code",
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},
{
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},
{
"class_name": "bar_code",
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},
{
"class_name": "flow_chart",
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},
{
"class_name": "engineering_drawing",
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},
{
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},
{
"class_name": "calendar",
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},
{
"class_name": "bar_chart",
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},
{
"class_name": "pie_chart",
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},
{
"class_name": "chemistry_structure",
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},
{
"class_name": "geographical_map",
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},
{
"class_name": "line_chart",
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},
{
"class_name": "crossword_puzzle",
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},
{
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},
{
"class_name": "topographical_map",
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},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/44",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::28\nPhoto of Michael Scarola.\nMichael Scarola\nChief Credit Officer\n: figure::>"
},
"classification": {
"predictions": [
{
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"class_name": "photograph"
},
{
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{
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},
{
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},
{
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},
{
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"class_name": "full_page_image"
},
{
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"class_name": "music"
},
{
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"class_name": "table"
},
{
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{
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{
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{
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"
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{
"kind": "classification",
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{
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"text": "\n\n<::photo of Craig Robertson, a man in a suit and tie, smiling. The photo has a number \"19\" in a circle in the top right corner.\nCraig Robertson\nHead of Underwriting &\nLoan Portfolio Manager\n: figure::>"
},
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{
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}
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{
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"
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{
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}
],
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{
"confidence": 5.755654456152115e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.5819358623048174e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.532931491965428e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.4459506303410308e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 27,
"bbox": {
"l": 37.71726608276367,
"t": 155.94189453125,
"r": 119.28307342529297,
"b": 75.78912353515625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 81.0,
"height": 80.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9585059285163879
},
{
"class_name": "logo",
"confidence": 0.015528290532529354
},
{
"class_name": "icon",
"confidence": 0.01154890563338995
},
{
"class_name": "page_thumbnail",
"confidence": 0.004256425891071558
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.004067019559442997
},
{
"class_name": "full_page_image",
"confidence": 0.0019284040899947286
},
{
"class_name": "other",
"confidence": 0.0012209340929985046
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005254002171568573
},
{
"class_name": "music",
"confidence": 0.0005235215649008751
},
{
"class_name": "stamp",
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},
{
"class_name": "engineering_drawing",
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},
{
"class_name": "table",
"confidence": 0.00038428837433457375
},
{
"class_name": "bar_code",
"confidence": 0.00019259346299804747
},
{
"class_name": "qr_code",
"confidence": 0.0001469720882596448
},
{
"class_name": "calendar",
"confidence": 9.714566840557382e-05
},
{
"class_name": "flow_chart",
"confidence": 6.99127049301751e-05
},
{
"class_name": "signature",
"confidence": 5.367140329326503e-05
},
{
"class_name": "geographical_map",
"confidence": 3.455411933828145e-05
},
{
"class_name": "bar_chart",
"confidence": 3.2210129575105384e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.5802765119588003e-05
},
{
"class_name": "line_chart",
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},
{
"class_name": "pie_chart",
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},
{
"class_name": "crossword_puzzle",
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},
{
"class_name": "scatter_plot",
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},
{
"class_name": "topographical_map",
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},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/47",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::A headshot of a man, Adam Siper, in a suit and tie. In the top right corner, a circle with the number \"20\" is present. Below the image, the text \"Adam Siper\" and \"Head of Origination\" are displayed.\n: photo::>\nAdam Siper\nHead of Origination"
},
"classification": {
"predictions": [
{
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"class_name": "photograph"
},
{
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"class_name": "logo"
},
{
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"class_name": "screenshot_from_computer"
},
{
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"class_name": "icon"
},
{
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"class_name": "page_thumbnail"
},
{
"confidence": 0.005588396918028593,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0011321090860292315,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.001044353237375617,
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"class_name": "other"
},
{
"confidence": 0.0010425227228552103,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
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"class_name": "table"
},
{
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"class_name": "screenshot_from_manual"
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{
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"class_name": "stamp"
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{
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"
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{
"confidence": 9.345450848741166e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 4.2164202795902384e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 7.881430974521209e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "cms7p0xuo0b5rcx01w9wznms8",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "08334272-309c-4e73-bccf-a025213d9d3f",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 27,
"bbox": {
"l": 156.64950561523438,
"t": 156.06292724609375,
"r": 235.38314819335938,
"b": 75.77236938476562,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 78.0,
"height": 80.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
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{
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{
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{
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]
}
]
},
{
"self_ref": "#/pictures/49",
"parent": {
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},
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"meta": {
"description": {
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"text": "\n\n<::A photo of Ed Peterson, a bald man wearing glasses, a dark suit, and a patterned tie, smiling at the camera. In the top right corner of the photo, a circular badge with the number \"40\" is visible.\nEd Peterson\nHead of CMBS Trading &\nCo-Head of Securitization\n: photo::>"
},
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LWuHie12DjrkECEFSWhFycG5+oqTV21WnXMYRAwZ+BMGPhKaeOcMHtKTV4ZvHr6aH1uUplYIxbCsK2x3NfVumLdJr+ta/rimYWpsWotipJE54ttrW1tHe3FlibtIYjYNDFZVl+YPlbrmpGmxmLY0txcq9UnpmYcs4AwS5rZMPD7ezsJeXBotB4lhGAdO8u+7/X1dCmtBq4OTc/Mpan5zTftvGHzKmMsLIMXT59qbG5oaG0l5VnH9Tit1hNnHRIgIlGa8y2Sn1rfWLewUE3SxPM0iFVifJ9IaesEnBl4deDi8aOzk8MtPrYGWDMyX4ts6nK+94bX3GbDxvrk5crkeGxtvlDo7ulubGtT+bJFr1DMI1hh52wMWfr8VXWxEnZ3tPf0dNZr9bHxccsMQAJorAvDoL+3UyGMjk+mmdFKsaBjUAraWpq0pomp2ShNjeEHd25av6rDWgfL4OnD+zs625s6upX2HHO1Fs9XI2edUgSIqc1YjNYekSfAaZpZZ4lQhBVIoAiIBMDTWJudf/a7/8S1mQIaBSB+serg6uWhGzau/O1H3zZXSwZfOjx1dXDGeq/M1csEG1r9TVs3Flo6LAUDV6/aLPY93VTKnRmOz8xCS9+qDZu2LszOnDhysFZbANSClGZZR3f/9ltu1gjnTr00NzOpPN8JWSeFUsOG667LBcGVC69OTYwZa3/r19+47fqNxhhYBs8cPdDe2d7U3qO0Z62r1qPZhZqzTmlaVI2S2Uo1MxkiMDMhEImzVsR5ng493/eUALMoYpec3NNZ8jCraY49HRinnj96fmVv5z0P3R8bGL16iSevGstxvqnc0pFMDNRmx4uNDV39PVp5jmEhzirz1abGTptmZ2cFV2+bnZzYu/sXs7NTgMQCSZyuXLP+Nfc/gMCHXnhq4upF0p51YCw3tnfffs99pXz+pQN7rl582Vjzvg+8b9edu7I0hWXw1OFDXT3tTe2dRJ51XKnV5+Zr1lrtKaV0PU2rUd1aw+xE2FOoRWyWAILve4UwCDww1iSOZoZGcqNnV3c0NTQ1R5Xp+swUgJqum76Va1t6+i1SVqsoX+rjw7lcQIEPWcSoWOd06IszCOBArKhCsSMdvjpi/MGGdfOzlZdffrlaqwEIM6dZ2tXZdcMN1zO70yeOzUxNKFKZdcKusbl1y403+n5w7sRLY8OXrcl+752P3nrr9iwzsAwe3rNnxer+pvY2pXxnuVKrzy7UnHVaKyLK2DlgrTUAiLBG0CjCFhAVKU+Rp8QJG1HnXtw7d2r/hs7m1sZGL/AEZHJsqtDc3Lfpeig2Y1JzLkvjOiGAZDrwSXvEKNpDRTaa46RmGazofKERUzPpSgNBd1SPxqfnnWMBYRYnnA+8ro5W53hsfIIdAxEzI4CvVUtrowCMjk0lcSzMD9x5w/o1PdY6WAb3v7B7zeoVze0dpAPnuFKtzy5UnWWlCZESk2XMpJUIgwAiKwJNKMyWOdAUhiEs0sHJp57KXj26fVV7a0c7aT05OvnswVN93e2333F72NpF6EB7ZnZcHLswr60FhRTkVBiAi01UcVkEiHHd+joolluuJPmr0FiLouGRMWMsECIgMxQKuZ6eDhGZGJu0zpHSIKAIPU+3NDc6gLGJ6Sw1CHDv7ZvWrWi3jmEZPLT3uZUr+1rau8jzneVKrT4zX7HGKa2U0nGW1k3GwuycYwfCRKKVZKmJk6SpodzS0CSodBDu+94/Z68ev3VdZ0trk0myn/zixRdevlQsl9/xup1tTY1z9Wz1po3F0Js8d3Llzjt0W6/oEFwMWSxpzUTzLotJBymTl0q+ree5i7NRoWNhfu7wwX3VSoWIEDE1rqu37+ZbbkOSk0eOzEyNa98XBiRsbmnbvGWr8vwzZ16eHBsR5nc9+sgt267LjIVl8Oj+F1as6G5q7SQdOCeVWn1mvmqNU5q0Vpm1mbDWWphF2LElBAUuyWyaJuVioVwqEenAC5782j9c2v/MLWt7V3e2LsxX9xw/f35sZmKhuqGr7d7tN4jyKlOTd92zc3ZivBi6FbfsUM09CCJZxCZO4xqw9fycEcqFjRWnfnxirKF39dzs1J5nn5qfnSYiAEiyrHfF2rtf+zpC3rv76ZHBi0prARGW9q7enXfdG4T5Qy8+f+XCaZNmH/njD959z11ZmsIyeHT/8/29XY2tnegF7KRai+YWqsY5rYiUTo21INr3CEBAABiEEcWxOLa+UrkwRCS27sdf+dLQsQO9LaWVHa25MD9eNfNJEvgqzIWruzu33Lw9My4MgqRePbf7qRVre5p6+kCBECjPdyJE6AUFkzkF3lAdD0xRZ3dPpTL/yvlXo6guAMKSGdPU0rJ582YEPvfyyzPTU0oTCBBgqbFh/cZNSnlnTp8aGxmwmXnPO3/j1lu2ZVkGy+Cx/S/09nY2tHYq7bNgrVafW6gZ6zyFSCoyJnKGCBWCMDtnhQ2AdeycuHK+UMqXmFRUrb7wzce9qaG1fW2+71sMB2dqWW1+TVf76nUb8sVyvq05aGh0zGDduUMHx86f3LRpVaGxjIEOyg3Oitbk5xusEfTyJ6e9URu0tjRFSTI1PS8AIsIizOxp3dHWBACTE7NWnFakiDQRoBRLRRYZG59Jk8QxP3jn1o2ru411sAy+dHBvb19nY2uXUh4LVmv12YWKs6wJkVRibSbs+aRQxBmTpiLOcWaMYYGGYqGh1EReENWrP/nyl4q1idtuXC+IAxP1H+8+MDczu6q3c8OK3ubGckDK017XyhWFthabJZOXLrS1FBvam73AA8TMWN8PvXzBRtbp4v88OaMLTX39PfV6NDh4NTMWAQSRWYrFQn9/DwIMDY9lWeZ5pBVpRUS6salZQCYmptI0c8Kvv3vbpjU9xjpYBo8dfrG3p6OlrYu07xzXavH8QsUxEwIDRJnNnPEDXytiZxcBCIBYa1kk5/vFUllrrZR+8stfiC6evP36dV2dLWcuDj31/HExuLKnq625qbOnO19qePX4CS0211Fcs25FV1dbvlAgRCRwNouTepjPe0Hp8itD54fnfvjy0KoNW7fvuG16emr/3hfmZ6eRCJCstX0rV966804QOXLgwOT4sOd7AIAApcaW6264KQz8V8+cmJkYzZz9/Xc9etuO7VmWwTL40uEDPd3tza3tqH1rXb0WL1RrzjlEYMDp+crQ+ERqnSJk5yw7RaiInLOpMaVCqaOjXWmVZNkrB/ZMH3hq66qu22/ZEkXR0eOvNgTlrevXKfTCYilsbxUxJquhNpVqtdTQ6Hk+iyMRa9N6vVrIB6JyPz14+cljA47d5i3bbrxlx8zU1L7nd8/MTgqgABiTrVyz9q577mXn9j6/e+TqJc/znXPM3NzWuWPnnflc/sThveNXX82M+dCHPnj33XdlaQrL4EtHDvV0tTe3tgB5mbHVWlSt1q21ShESDY9NHXzp1PjkNIjEUT1LUs/X+VwgzsxVaqWGprXr14bFnHUW4uTSL/65u0AP7NpWCPyBgXEOipvWrvVIoe/5xYKnUPtEhFF9Adh5vg8AwhLXFjITl0rlWmT3DKvLda0EWlqbe3q7q9Xa5csDURwzAIsYa1qbm9evW+usPf/Kq5VKJQi0iDjrglxuxYqVSulLly7Oz0w65373HW+++cZNmbGwDB49dKC3p6OltV1IZ1lWq9dr1boxVilCUoPDEy/sPzQ2McnWRfUoSxI/9MvFAlgzX6k65bV1tBcaS+WGcrlYnDq6p3Ll5K5tW9at7MI4IdQ9nR1BQ7MK8xgGyIaQWVFSr7ssAmAvCJ1x9eq8l/M9HQyMzr4w0dC6egNbl8/5TY3lOEmnZhdYBASdiGUX+F5XW5Mwj03OCkDoewDI7Fi4sVwSgfHJ2SzLAOChu69fv6LTOgfL4L7nn1u1qqe1owuQ4jiJ6nE9iq21iMBCV66OPvP83qGhYRDJktRYE4ZhsVBUSkVJnBkGYSDww1y5odzfXBw+/HRbOX/Prh2dxbypzPe2NRXbOlS+kU2M6MD3nPLiuZksmhFgz8s5Zmud9rw0Sb+7+9yPXxrd9drX+IHf0dm1YmV/rV6/dOlSFCVAJIDG2IaG8to1qwBhcGAoiqMgCBDAOecHQU93lyI1NDyc1Cu+gjc/eNeGdaustbAM/uInP920aXVnV5d1vLBQieI0M8zsANE5Gbw69sL+g1evXhXHSRxba4MgLJXLpFWSpjbLTJYl6SIT5vL333dndfDcxZMHb75h+5ZVPQ2StpXCXKFQ6uwVdOh7jGSE65NXk+ocKVKkGMABeqT3nbr6pR+dHJ6eX9Hf3dbetP6667fvuH1menrvC8/OzUwBkiBkqevpW3HHXXcrhAMvvjg2dtX3fGa2zjW3tt9y6858Pn/ipUNzo5fy2r779/9gx623Z1kGy+CTP3hy63Vru7q7rbXzC/NRYpjROYsIxsrg0PjBI8dHx8ZEJE2SLE087YW5AhCkScLOWWMzk1nHQZi7/767Vve0/fNjnw99b/2KvtVlv6MUsjF9/St0Q5nyOfK86sIcJrNJEtUq9SAMM8vA8spY/R9/dnJsLhJrSeGKlf233X33DTdum56ZOrB/79zMDCAxQJZmvf0rbr/jDhA4sG/v6MhgEATCbBw3Nrfu2LEzVyy8dPjAyJVzvnZ/+IH33bHrzixNYRn80Y9+ct3GFW2tLdZylKSGJUudtZmIZIYHh8YPHDw6Nj7heb5zLo7rwhL4gbUmTTPf8xgkiurWukKxdN+9O2++4brvfvXrAy8famzv7GosN+X82kJl/bq1pcYGrdnz/PYi5rSr1CKTmczKQi0+O0tPHZ8YHRnSBMYaBMzn8tt23PLmt78ls/bywGCWpCJoRay1jeXiihV9zHz50kA9igr5AAEyx0p7XZ1dnqevDAxMT00rgt/5tQduvG69MQaWwaeffqa/uzn0aaEapQ7z+RIiiTgAMIYHhyde3H9oaGjY931mrlerzBIEOXeNCYIQgKu1qjW2WCxvu2lrLlc8dfx05fLBOK6D8pwoTbhqzZp8oIuY3rC6s7+1iCQCFMXp+fHo1bjz9KibvHgYnDHWADsirYiAcNOWjbfdeVdYLJNSjsWyMLvQ120tzSI8PjkrAIWcjwiZZedcqZjXRJOzs/UoQ8Q33nPj+pWd1jpYBp95+umWpqJL48GxCaGwp6urWCwQAQJkVoZGJw7sPzI0NIyIzpioViOlwkKJlAJ22veZuV69pl6NGMQLyy0dXW7kSFadc86SUk3lYk9LuaWUb2sqtbU1BojWuvG5aDgtV1punazwhUM/dMm8XAMgAiCe5ydpND091dTc3NPf393X39DShKQsu5bmxrVr1iHghQsXKtVKLp9DkcwYPwj7+/vCIBgYGJiZmrLMv/uON9x8/cbMWFgGn/7FT/L5XJqasdmaAPV3tjU2logQAIzlkfHpk2denZyeA2ZizrLUpBkSklJIyjqempwaGx6empxQgBZsS+eqckuPLFzx60OKgABLhXxHc0M59K0T5anUwlwW+p3Xrb7l9eNzyfPf+9t0YTQMcsKChLBEaz09M1mpLHiep5bk8mGxXCZfrVi95u7X3oeAL+55bnTosuf57NgxN7a03nLbHaVi+djhFy9fPJel2Sf+/MP3vvaeLE1hGdz97M8D348SMzFXd4z9HS1NTSUiBARneXymcnlk2jAVCvlAqSSqjw1fnZkcj6J0bGx8cnJqbmYGZRFrraemR9duub25ta9aX8DZc0Ws5X2vUMgHXqiIKpmay/x8x8ZVm2/dtv3mhXr2w29+YezycU97IKC1VkqJCBE55yanJpwzWmsAcM4RkSJSSpUaG2/cvn3N+nWDQ4NTk+OEKCyOXaHcuPWGmwr5wumTxwYHL5ks+7M/+g+vuXtnlmawDD77zM8QsV5PJubqiHplT3tLc5kIAdE5GJ+evzg0QX6+uaXV0zQzMXnp3PlLr5wbHBicn5tzzilFLE57XpYmw8MXb3vtr/f0b6gszFbmp+PR042hbWru1JVgjAEAABOwSURBVLlmF7YGLWu6Vm5atWpNR0vj2Mz8cz99YuD4s0orYWFh52wYhsbYLEustcZkIgIAzCwintaACICLiCDI5VauXbdm46bevj4kyoxxzK2trZ72xsbHq7Was/Y3H75n2+bVmbGwDP78pz+0LHPz0cxCrVAorFnR3dxYIkIBdA6GRicPHztVi7PW9q7qQuXK+VcmxydmZibiKGJ2pEiEaZHS01OjC5XKXQ89uvG6HVE0Pzp46fzLh/tWrN22841+WG7u6GxubGwoF3wPh8YqB/b8/PLBJ7UiAQEAxw5R4jiKoliEldJKKWa3SESISCmFiKQ0iDAzACBAQ3Pz2g0b12zc2N7d7UTK5ZImPTU9GyWxs/zWB3ZsXd9rrINlcPfPn6wk2cRMrRanTQ2lNf3dTY0NRMAsmeGro+N79x4YGBiOo2x2eoatS9M0imrGZojoeZrZBUFYq1bnK3NBQ8/12+7o6uoZGbgQVSvM0NjW/MDb/n1Tc0cupLyvqnH86pXpi+dPvfri94hTBGARRBJxAmyNTdMUCUWEr3GLEFEphYhEiogAQERwCTMDgPa89s7O1Zs2brnxBt8PXzl3bnx02Br7h//h0TtuuynLMlgG9z3zo7l6NjJTq0VZa2NhTX9vU1MDETBzmvHQyOS+/QePHD42NTbleR4oVa9VszS11oRhACBKaUScmZrMNXY0dK5rbW4avvRyb8+qMMgXG5qMs2s2bHrN/W90xg1OzA+Oz8XVhbN7/rk2NaCV5kXgEJEdCyAhikhmUmuNc46ZAYCIRIRILUJEWiIMAMLCgAiyiHP5wu133bV+y+Zjhw9cPHfaGPNXf/mnr7v/tVmSwjK4/7mfVmI3Nlefr0SNxWBNf29zcxOROHZpysNj07uf2/eLn/5MrPhhaJ1NoroxFgl9XwNA4Ie12oIx3L3pznJDi9j6wsxoe0tXoVDq7187OnzhyuAr/+79n5yrmfla0lDInd7zvQsnnve8QK5hAbbWIAKhh6S0oiRNkiQSEWZGRKUUXkOEROoaRARBAWZ2iMTMwoucFwSr1q4ttzTV6zWTZR9+/7vu2nVLlmawDO7b/dNaBlML8fRcpRTqtSt6m5rKiOCYM+NGxmae+Ocf7Nn9fKFY8nw/TeI0iUVE+z4Ah2HIztWq1WLrylU3vCb0fUkmK7OTCvz1G7do7f/oyW/NzIz/+z95rNjQ3t5SuvLyod0/+CopICReJCziRMQ55/s+EaVJEsUxXCO/pJYQKU97RFopBQCyCJyIgJAsYgYEJECkYkPjqk2b2ntXPPrwXTdsXmmMhWXwpz98gikcn69Pzsw15sMNq/taGhsEZJFhuTo2+5m//tzli5caG5sIqV6vWWe1UqgWYeCH9VpFRK/Z/kDnmi3FwC/A+EtHj/V0r+nrW/3igQPT8/OE7sE3vuWOXfcOX73yxNc/HS9MeTpgliXM4kAQAJAgiuvWOK2VtRYAmR0i6ms8rbTnBVprABAR5xwAiDCzLNLaIwIW0Is8DUjFxuZPfOy9t9+8JcsMLINf+fLfF8qNs5Vobm6hsVzctK6/pbEBARjACF0aGP/4Rz9eq1ebm1rTNEniGAC0pwUl8ANmTpO43Ny39TW/VWpsARsPXThZnR67adv2SqV2/vLQ5ttex1laDpN3vuN1X/rs5w4fPBD4vgCwkyUsIACAgPWoLsJaaxG21ooIIqolnud7nq9IExEAiIhzTkRAgIUR0fO8NEsRIJfLp8ZmWRLVoy9+8b889IZ7sziBZfCzn/vbhoYyoNTrSZjLr1nZ19TSRKQIEck/fPT4x/70L5CoUCxH1QqLaK0BARB8P4jjSJPXt+U1m297AECcTaaHL0eTV3q6+0fGJ6DQccd9byrmgvmZkeHz+0/s+zkAAggCOccAwMyIyOySNFZKIaJzbG3mnANArZVS2vc9T/tae0p5AMLMImKtFRFEpCXMHCdRoZAXwXpUN8bU69E/fPlTb3jz/VmcwDL46c99sVwMy6VclrEXFtauXdfc3IxIShEp9dOfPvWxj/6nMFcAQWMzz/MQkJ3zfd+xM9bkS+033fdod/+6JInipD5z9XyJzMYNW46/fKZx9U3XXbcl8NTowPlffPfzzkRESphFgJllCSDHcaSUJiIRMSZzjkUYAJTSQRBo7Xna11ojIhG5JcwMAHQNWmvrUb1cKgtAlhlj00ULlcrXvvqZh9/yUBYnsAz+1ac+Xc77Lc1lJK+lvWvN2nWlYhkRicg6/uR/+5tvPv54qVS2jn3PRwJ2Tlg8z8vSlJRqWbXt3offbawFkZnpkamBl9f39RsjQ+NjG257sLevL43mdz/xd6OD5zztiSAAOOeAmJ0wc5alRKSUYmbnrHOOmUWEiLT2fN/3PN/TvlIKEflXnHOIqLVmsXNzc2EQ5nIF56xlZ62J43hmbuYbj3/hkbe9KYtjWAb/619/tpTz2prK+WKpd8Wanr6+wPcBgEiNjIx/5EN/evjwwUK+SEopUu4aQ3iNsxa93K0PvfP6m++cmJzM5fIjA69WRs9vXL1hambSCq68/s7m1o5jz//L8b1PBr4vAgAkfA0SWJtFUd33Q6WUiDCztdY5y8wA4F3ja619P9DKIyIA4CWyBBFJUbU6n8RJU1OLE+esdc6xSJxEs7Oz3/j637717W/O4hiWwQ/9yV8U82FHa8OKFSvWrtvY0tquFAEIaW//i4f+6AN/XK3VwiAgUswMIsYkSitjnCIqdax/+zs/rP3c5MxMIQzPHtsj8dyW67ZWFyoqKDas3DI7fmXvD74snBKRCIIwiyCQMVmtXg2CQCklgiLM7BZZawGASHme9jzf83zP8xUpWMLMIuIcIwqRstbMzk0XCqXAD6K4bq3VWgmgtXZ+Yf6rX/n0I29/UxbHsAy+7bfe1VgqrlnZs/2mG9euXV8qNyIKIqHW3//ekx/7s48VCkUiJcKe1mmaWJsppaxjpcJt977jtQ++dXx8MrWuOjd28egzm9Zuyjc0W2MKDW2Sa9r748dmxwe11gCAiMwsIs65SmXBWyICzAIgzI6ZrbVE5F3j60XK09ojIvkVZpZrHBLV63URFwRhrVY3JhFh3w+B0PeCqB7/3Rf/65sfeSiLE1gGH3zLO5rK5c0bVt9z967+vv4gCBiElOcY//ErX//yl75cKBRERGstIvVahQhFABGLrasf/ncfXrGi/5VLV32NJw/81LfZ5o1btB8QqkQVLpw9fPH4blIKFYFcAwDOuYWFeaV0EASwxFoL14hzTkT0Nd6iIAiEQSmNiAAgIs45AHDOkQJjTBzHvh/U69Usy5RCREWknLBWmhm+9KW/euOb7s/iBJbB9/7hn5RKpdUrerbdsKWjrZ0IAZG8sBpln//M3/34Bz/0fF8rpUhFcS0zqac8axx53obbHn7z234HwV0aGpsfufjKyb0b1mzq61vhHHteeP7ihVdOPMsuQSQEZGEABOH5hVkA8jyfiBBBRJiFmQFAhInI83zP84hIKYWIRAoARQBEBFiuYQCp1SpEHiKlaex5HpFCROe4HlWNMY7h8a9+9s1veTCLE1gGv/CVrzWUG7pam3q6OvK5AICRtA4KIxNzn/nrzx3Yu8fzfU97xpg4riEhAYqgV2x96Lf+aPu2G+YWaqdfPn311HON5fLKFWu9oFAI/KGRweNH9qTRDJJCRBFEFBG3sLDgnAuCEJFEBBF+iZlFQGvteVopTUsQkQhFEBAJiZ0DFAABgCRJ6/VqqVRmFkQkJEQSkGq1Uq3NOWfjxHz3219+5G1vyuIYlsEv/MM/dXZ0tDeVWptLniYQ8MOcDooXr4z+xZ/+xcDli34QKqQ0STKTKk+JdaR014ad9z/ye+tW9lwZGnn2yW9TOt/VvbKvbyUhMdDRg09PDF9QnoeIsEQEKpW5LMvCMOd5HjMDADMjIgAgIpHSWiuliAj/b5hFAAlwESCLiHNcrS4QUS7MA4LWGgSsM/V6vVqdNzYDwChOvvudr7zt7Q9ncQzL4H///GMreju7WxtKhZxWCgmL5WYvLL1y4eoH3/sfZ6ZnwlwehOO4JsKkNFtXLLeuv/2Re+97falUOLz/+bNHnm5r6ejs7CuXG524oSsXzp7eL8xKaVLIzCCwUJlPkiQIAs/zYAkiWmsRUS3R2sMlRCQitEREmBkAQYAULgKAOI6q1UqxWCYkASYiZjbGRnEtTSMRXBRF8be/9dhb3/7mLI5hGfzwn31826bVq3vb8mGAi5T2cg2swpOnL/6nP/1olmZ+EBoTZ2lCiCwAwqs27Vy34w07broxieo/+Zd/dFl9w/rNpXJzltm52YlzLx9KogVCEhGlNBJUq9VareL7Oa0VEYkILoElWmulFCItAgBcAgCICADMDCACQEgAYK2tVueJdBCE1lpmx8wAYK0BEGZx4hCgXk+++Y0vPvK2N2VxDMvgn33sv9y0oX9tb2sh9FmYATPRI5Pzzz53+F++/yOtlXPOWJOlda2UEwn9wvbXPdq/dtvatSsPv/CLC6f2NTS29PSsDP2cyaKXTx2anR5WShEpESHEJI3nF+Y87XleoLWGJSKCiESEiJ7nAQCRQkQAICIRgSXMLAIAvAgAmCVN4ziJisUGZ60xmYggErNjZqUUAAoIItbr0dcf//xb3vrGLI5hGfziPzy+qjnX11bOh54As0hs4MKlq99/8vkDR04BirMs4tI0UooAIAjL2x941+bN23I57/kff0uyqKGxtbGxlR2PDr1ydfA8CAPgL6VpXKkskEKtfK01IsESRFRK0RIAUEohooggIgA65xDhl0TAsZNFzNbaelTxvCCfLyRx4pxVSomACIsACwOgomtqcfT1r37u4Uden8UJLIP/8O3v9eS5qylXyHkiTgQSh5eujH73+88ceemMsQkCCTtjEyICUJ6f3/XW92/cuPnCiQNDl041lBsKuVJDY0O1Mnf6xKEsrQLgIgDIsrRarRDhIq19rTUAEBEiEhEA4K8opQAAEQHAWiciALIIEVnYMTtr2bk0TazLGhtaWMQaA4ggLAKLEMk6K4gKUClVj+Ov/eNnH37koSxOYBl87Gvf7CmpnpZCPtQATgQyVpcHx7/27Z8dPX5K0AGDNQkpECGtfL/QdPsb//2q/v4jz3yfCPK5vB/kPK2GBs9PjFwSQSREpDSL67UKkRIBpZTWvlJahJVSAICIRAQA+CtExEuccyLCzCIAIIucuEU2M8bEfpDL50rMDoCJlLVWRAAEUbGwYyYiTapWjx7/2mcffuT1WZzAMvjpz35+ZWu+v70hF3oATlA50a9cGv7yN35y4tRpTxOzMybzPC0CoZ/zSm33PPyeZGFicvBcLsz7QT6Xz09PDg9eOm2NwSVpmsRxHZEQEQCIlO8HAIJIAICIRISIsAQRRQSWMLO11jnLzETEzADAYpdkwtzQ2IpAzExESMTOMTMAIKJ1hlmU0ghQr0ePP/75t7z19VmcwDL4P/7m06vb8n2djTmfWARIMfjHz1z+3JefuDoy7CvtnHFsiJQiz/f9Qtvqna/79eHzh9HZQqGIhEmajQ6eW5ibJFKIlGVpHFeV8nGJCGvteZ7P7LT2AICZAQARZQkRMTtmWeScY3YAAsBKaWOtc07EWWusNb4fNpSbnWMiBEAiYmYRISJml6YJESnliUitVv/61z//lre+MYtjWAY/9clPruts6O9qDAMlzIIKKNh75Ox//8I/1WoVT2trDbMjUr6fE4a1N9/X3tYzM3Q+l8sjKiGanRienhgAECKVZWkcR1prIoVIIkKEnucxiwj7fiAi8L8IIokIADA7ADHGOOdE2LGzNgMARHLOMTth59iVS81hWLDWAKBSCgBEhIhEhNmmaaqu8Vi4Xou+/vXPP/K2N2VxDMvgJ//zf17b3bSqpyUMFLMFUqjyP9l96G/+9huIAoDWpohApMOgYAVuuOut6fyUcEKAQVA0WTI6eDZJaoiUZWk9qoV+jpQWcYgKEYmU1so5hwhKaQAgImYWAUQQYQAQAecMM9trnHUJsyVSACjCzlnHjlA1NrQgkrUWAPAaEgAiFBHnjLWGkBA1gMRJ8q1vfOnht74xi2NYBj/5iU+s7W1Z0d0SBgrECilS+W/+70899rXvBZ7P4IxJiEgpP/RzKldYueE2yOqCEviBVmp8+NLczKhSfppFtdq854W+FyKiiCDSIqUUIljrRITZaa1FhNkhIhEBACIhYmZSds4xW2usTQEAl7hrrHM2DAv5XMlai4ikAAQBEAAEBEQcWwARARFBpCRJv/WNv3/k7W/O4hiWwT/70Ac3repa3deWz/kgDpQCyv3Nl77zf5QF/6pRBXEUgM/5zdyZuyEuiFoEwdonEPExLCTPYCO+UdBCIkgaOwvfQbBKKxYGIZI/d+/snXPcbJvvOz37thrr0uft0oK5lnEYSh7XT5897+22lDKM66t/F39+nwejtc3V9WUZah5KSolI3AOYUrK7JMPwDvYYQd9BRNh9bpMkAL0vvfeUknYsy/IMuJZ1KSvLJG0BsM2AbQCSbJOQZLttp9NPH94cv27ThHv4+ePJ0eP1k4eHtWTAYHTmL1+///h5nodBfSv1iJTTECkj8uGDRxGodVXHg78Xv+bpGoibm0sGSx4ZJIMMkgBIALQEwjYAkpYMRgQAWwRlLUvr6uoCTDIivCepawFQ60FOA0lJJGwDkIUd27gTDEm2NvPm/bu3L1+9WFrDPf8BkP3DY3RCyo8AAAAASUVORK5CYII="
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{
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{
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{
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}
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},
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{
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"captions": [],
"references": [],
"footnotes": [],
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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},
{
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{
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{
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{
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},
{
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},
{
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},
{
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},
{
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{
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{
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},
{
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},
{
"class_name": "qr_code",
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},
{
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{
"class_name": "engineering_drawing",
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},
{
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},
{
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},
{
"class_name": "bar_chart",
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},
{
"class_name": "geographical_map",
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
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},
{
"class_name": "crossword_puzzle",
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},
{
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/51",
"parent": {
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},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::A headshot photo of David Traitel, a man with short dark hair, glasses, and a suit, smiling. In the top right corner of the photo is a circle with the number \"30\" inside.\nDavid Traitel\nHead of Legal Structuring\n: photo::>"
},
"classification": {
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{
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{
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{
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{
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{
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},
{
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{
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{
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"class_name": "qr_code"
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{
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{
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"class_name": "calendar"
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{
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{
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},
{
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{
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"class_name": "chemistry_structure"
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{
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{
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{
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}
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},
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"quber__figure_chunk_id": "f24b1014-3540-4a89-9b72-1cc0672e2170",
"quber__read_by": [
{
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"produced": []
}
]
},
"label": "picture",
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{
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],
"captions": [],
"references": [],
"footnotes": [],
"image": {
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"size": {
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},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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{
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{
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{
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]
}
]
},
{
"self_ref": "#/pictures/52",
"parent": {
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},
"children": [],
"content_layer": "body",
"meta": {
"description": {
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"text": "\n\n<::A headshot photo of Anthony Esposito, a man with dark hair and a beard, wearing a suit and tie. The number \"24\" is circled in the top right corner of the image frame.\nAnthony Esposito\nChief Accounting Officer::>"
},
"classification": {
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{
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{
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{
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}
]
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9725391268730164
},
{
"class_name": "logo",
"confidence": 0.009493006393313408
},
{
"class_name": "icon",
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},
{
"class_name": "page_thumbnail",
"confidence": 0.0031720006372779608
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.002458305098116398
},
{
"class_name": "full_page_image",
"confidence": 0.0022609394509345293
},
{
"class_name": "music",
"confidence": 0.0009781072149053216
},
{
"class_name": "other",
"confidence": 0.0007326935883611441
},
{
"class_name": "stamp",
"confidence": 0.00048107042675837874
},
{
"class_name": "bar_code",
"confidence": 0.00032079179072752595
},
{
"class_name": "table",
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},
{
"class_name": "qr_code",
"confidence": 0.00025381703744642437
},
{
"class_name": "engineering_drawing",
"confidence": 0.00023699311714153737
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00022919001639820635
},
{
"class_name": "flow_chart",
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},
{
"class_name": "calendar",
"confidence": 9.375061927130446e-05
},
{
"class_name": "bar_chart",
"confidence": 7.972324965521693e-05
},
{
"class_name": "geographical_map",
"confidence": 4.204931974527426e-05
},
{
"class_name": "signature",
"confidence": 3.5465211112750694e-05
},
{
"class_name": "pie_chart",
"confidence": 2.4486625989084132e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.6850719475769438e-05
},
{
"class_name": "line_chart",
"confidence": 1.4494471543002874e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 4.506080131250201e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.97210079022625e-06
},
{
"class_name": "topographical_map",
"confidence": 7.53686663301778e-07
},
{
"class_name": "box_plot",
"confidence": 1.4985354823693342e-07
}
]
}
]
},
{
"self_ref": "#/pictures/53",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::A headshot photo of Mark Ableman. He is a middle-aged white man with short dark hair, wearing a dark suit, a white shirt, and a dark patterned tie. He is looking slightly to his right with a faint smile. A blurred city background is visible behind him. A circled number \"24\" is in the top right corner of the image frame.\n: photo::>\nMark Ableman\nHead of Transaction\nManagement"
},
"classification": {
"predictions": [
{
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"class_name": "photograph"
},
{
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"class_name": "logo"
},
{
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},
{
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},
{
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"class_name": "icon"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
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"class_name": "music"
},
{
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"class_name": "stamp"
},
{
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"class_name": "table"
},
{
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"class_name": "qr_code"
},
{
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"class_name": "other"
},
{
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"class_name": "flow_chart"
},
{
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"class_name": "engineering_drawing"
},
{
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"class_name": "bar_code"
},
{
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"class_name": "screenshot_from_manual"
},
{
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"class_name": "calendar"
},
{
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"class_name": "bar_chart"
},
{
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"class_name": "signature"
},
{
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"class_name": "geographical_map"
},
{
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},
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}
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"captions": [],
"references": [],
"footnotes": [],
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9531465768814087
},
{
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{
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{
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},
{
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},
{
"class_name": "full_page_image",
"confidence": 0.0044790650717914104
},
{
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},
{
"class_name": "stamp",
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},
{
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{
"class_name": "qr_code",
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},
{
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{
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{
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},
{
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{
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},
{
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},
{
"class_name": "bar_chart",
"confidence": 8.146507025230676e-05
},
{
"class_name": "signature",
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},
{
"class_name": "geographical_map",
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},
{
"class_name": "pie_chart",
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},
{
"class_name": "line_chart",
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},
{
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},
{
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},
{
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/54",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::photo of Matthew FitzGerald, a bald white man in a suit and red tie, smiling. A blurred city building is in the background. A circled number '13' is in the top right corner.\nMatthew FitzGerald\nTreasurer\n: photo::>"
},
"classification": {
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{
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{
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{
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{
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},
{
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},
{
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"class_name": "music"
},
{
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{
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{
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{
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{
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{
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{
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{
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{
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"
},
"annotations": [
{
"kind": "classification",
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{
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{
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{
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]
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]
},
{
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},
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"text": "\n\n<::Photo of Tara Tannure, a woman with dark hair, smiling, wearing a blue blazer over a white top. A grey circle with the number \"13\" is in the top right corner. Tara Tannure Executive Director & Controller\n: photo::>"
},
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},
{
"confidence": 5.643644840347406e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.2185552950304555e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 6.130135687953953e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "cms7p0xuo0b5rcx01w9wznms8",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "176c76fe-ab92-46de-a944-d4fd35b71c66",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 27,
"bbox": {
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"t": 156.48751831054688,
"r": 705.7365112304688,
"b": 75.95050048828125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 79.0,
"height": 80.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9682908654212952
},
{
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},
{
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},
{
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},
{
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},
{
"class_name": "full_page_image",
"confidence": 0.001795352902263403
},
{
"class_name": "music",
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},
{
"class_name": "stamp",
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},
{
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},
{
"class_name": "bar_code",
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},
{
"class_name": "qr_code",
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},
{
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},
{
"class_name": "screenshot_from_manual",
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},
{
"class_name": "calendar",
"confidence": 8.667344809509814e-05
},
{
"class_name": "engineering_drawing",
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},
{
"class_name": "flow_chart",
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},
{
"class_name": "bar_chart",
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},
{
"class_name": "signature",
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},
{
"class_name": "geographical_map",
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},
{
"class_name": "pie_chart",
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},
{
"class_name": "line_chart",
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},
{
"class_name": "chemistry_structure",
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},
{
"class_name": "crossword_puzzle",
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},
{
"class_name": "scatter_plot",
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},
{
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},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/56",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Flowchart showing a process with five steps, connected by curved arrows:\n1. ORIGINATION (dark blue arrow pointing right and down)\n2. CREDIT / UNDERWRITING (dark blue arrow pointing right and up)\n3. TRANSACTION MANAGEMENT (blue arrow pointing right and down)\n4. INVESTMENT COMMITTEE (light blue arrow pointing right and up)\n5. ASSET MANAGEMENT (light blue arrow pointing right and down)\n: flowchart::>"
},
"classification": {
"predictions": [
{
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"class_name": "flow_chart"
},
{
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"class_name": "line_chart"
},
{
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"class_name": "logo"
},
{
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"class_name": "icon"
},
{
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"class_name": "other"
},
{
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"class_name": "engineering_drawing"
},
{
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},
{
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"class_name": "signature"
},
{
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"class_name": "calendar"
},
{
"confidence": 0.004274758044630289,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
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"class_name": "pie_chart"
},
{
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"class_name": "geographical_map"
},
{
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"class_name": "table"
},
{
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"class_name": "page_thumbnail"
},
{
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"class_name": "full_page_image"
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{
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{
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"class_name": "crossword_puzzle"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
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"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "e60ea8e2-5bd5-41f2-8154-24e7fa61b47a",
"quber__read_by": [
{
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}
],
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "Note: As of 06/30/2026"
}
]
},
"label": "picture",
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{
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"captions": [],
"references": [],
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{
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]
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