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"#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 25.03, "t": 442.23638676, "r": 698.5159999999998, "b": 287.470256583225, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1615 ] } ], "orig": "This presentation contains, or incorporates by reference, not only historical information, but also forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. Forward-looking statements involve numerous risks and uncertainties. Our actual results may differ from our beliefs, expectations, estimates, projections and illustrations and, consequently, you should not rely on these forward-looking statements as predictions of future events. Forward-looking statements are not historical in nature and can be identified by words such as 'anticipate,' 'estimate,' 'will,' 'should,' 'expect,' 'target,' 'believe,' 'outlook,' 'potential,' 'continue,' 'intend,' 'seek,' 'plan,' 'goals,' 'future,' 'likely,' 'may' and similar expressions or their negative forms, or by references to strategy, plans or intentions. The illustrative examples herein are forward-looking statements. By their nature, forward-looking statements speak only as of the date they are made, are not statements of historical facts or guarantees of future performance and are subject to risks, uncertainties, assumptions or changes in circumstances that are difficult to predict or quantify. Our expectations, beliefs and estimates are expressed in good faith and we believe there is a reasonable basis for them. However, there can be no assurance that management's expectations, beliefs and estimates will prove to be correct or be achieved, and actual results may vary materially from what is expressed in or indicated by the forward-looking statements.", "text": "This presentation contains, or incorporates by reference, not only historical information, but also forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. Forward-looking statements involve numerous risks and uncertainties. Our actual results may differ from our beliefs, expectations, estimates, projections and illustrations and, consequently, you should not rely on these forward-looking statements as predictions of future events. Forward-looking statements are not historical in nature and can be identified by words such as 'anticipate,' 'estimate,' 'will,' 'should,' 'expect,' 'target,' 'believe,' 'outlook,' 'potential,' 'continue,' 'intend,' 'seek,' 'plan,' 'goals,' 'future,' 'likely,' 'may' and similar expressions or their negative forms, or by references to strategy, plans or intentions. The illustrative examples herein are forward-looking statements. By their nature, forward-looking statements speak only as of the date they are made, are not statements of historical facts or guarantees of future performance and are subject to risks, uncertainties, assumptions or changes in circumstances that are difficult to predict or quantify. Our expectations, beliefs and estimates are expressed in good faith and we believe there is a reasonable basis for them. However, there can be no assurance that management's expectations, beliefs and estimates will prove to be correct or be achieved, and actual results may vary materially from what is expressed in or indicated by the forward-looking statements." }, { "self_ref": "#/texts/5", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 25.03, "t": 277.83639676, "r": 698.2960000000004, "b": 228.67026658322504, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 515 ] } ], "orig": "These forward-looking statements are subject to risks and uncertainties, including, among other things, those described in our Annual Report on Form 10-K for the year ended December\u00a031, 2025, under the caption 'Risk Factors,' and any subsequent Form 10-Q or other filings made with the SEC. Forward-looking statements speak only as of the date they are made, and we undertake no obligation to update or revise any such forward-looking statements, whether as a result of new information, future events or otherwise.", "text": "These forward-looking statements are subject to risks and uncertainties, including, among other things, those described in our Annual Report on Form 10-K for the year ended December\u00a031, 2025, under the caption 'Risk Factors,' and any subsequent Form 10-Q or other filings made with the SEC. Forward-looking statements speak only as of the date they are made, and we undertake no obligation to update or revise any such forward-looking statements, whether as a result of new information, future events or otherwise." }, { "self_ref": "#/texts/6", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 25.03, "t": 219.03637676, "r": 698.3949999999995, "b": 196.27027658322504, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 216 ] } ], "orig": "This presentation is for informational purposes only and shall not constitute, or form a part of, an offer to sell or buy or the solicitation of an offer to sell or the solicitation of an offer to buy any securities.", "text": "This presentation is for informational purposes only and shall not constitute, or form a part of, an offer to sell or buy or the solicitation of an offer to sell or the solicitation of an offer to buy any securities." }, { "self_ref": "#/texts/7", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 25.03, "t": 186.63638676, "r": 698.2300000000001, "b": 137.47025658322502, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 460 ] } ], "orig": "Financial data throughout this presentation is as of or for the quarter ended June\u00a030, 2026, unless otherwise noted. Readers are advised that the financial information in this presentation is based on company data available at the time of this presentation and, in certain circumstances, may not have been audited by the company's independent auditors. Due to rounding, figures in this presentation may not result in the totals presented.", "text": "Financial data throughout this presentation is as of or for the quarter ended June\u00a030, 2026, unless otherwise noted. Readers are advised that the financial information in this presentation is based on company data available at the time of this presentation and, in certain circumstances, may not have been audited by the company's independent auditors. Due to rounding, figures in this presentation may not result in the totals presented." }, { "self_ref": "#/texts/8", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 25.03, "t": 127.83639676000001, "r": 698.2300000000005, "b": 91.87027658322506, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 353 ] } ], "orig": "This presentation also includes non-GAAP financial measures, which should be considered only as supplemental to, and not as superior to, financial measures prepared in accordance with GAAP. Please refer to the Appendix of this presentation financial measures prepared in accordance with GAAP to the most directly comparable non-GAAP financial measures.", "text": "This presentation also includes non-GAAP financial measures, which should be considered only as supplemental to, and not as superior to, financial measures prepared in accordance with GAAP. Please refer to the Appendix of this presentation financial measures prepared in accordance with GAAP to the most directly comparable non-GAAP financial measures." }, { "self_ref": "#/texts/9", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 25.03, "t": 82.23638676000002, "r": 698.2300000000002, "b": 59.47025658322502, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 170 ] } ], "orig": "Please refer to Other Definitions in the Appendix of this presentation for definitions of capitalized terms not otherwise defined in this presentation.", "text": "Please refer to Other Definitions in the Appendix of this presentation for definitions of capitalized terms not otherwise defined in this presentation." }, { "self_ref": "#/texts/10", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 25.2, "t": 488.72692416, "r": 248.90399999999997, "b": 466.1160946512592, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Company Overview", "text": "Company Overview", "level": 1 }, { "self_ref": "#/texts/11", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 19.35, "t": 449.58450224, "r": 704.7899999999997, "b": 403.80943019683184, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 325 ] } ], "orig": "An internally managed commercial real estate finance company operating as a REIT, focused on originating and investing in floating-rate, first mortgage loans secured by institutional-quality transitional properties. Conservatively managed balance sheet with a granular investment portfolio and a well-balanced funding profile", "text": "An internally managed commercial real estate finance company operating as a REIT, focused on originating and investing in floating-rate, first mortgage loans secured by institutional-quality transitional properties. Conservatively managed balance sheet with a granular investment portfolio and a well-balanced funding profile" }, { "self_ref": "#/texts/12", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 33.48, "t": 384.28790080000005, "r": 216.64199999999994, "b": 372.45079405854784, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 39 ] } ], "orig": "I N V E S T M E N T P O R T F O L I O", "text": "I N V E S T M E N T P O R T F O L I O", "level": 1 }, { "self_ref": "#/texts/13", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 31.92, "t": 351.87787080000004, "r": 108.86, "b": 340.04076405854784, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "$1.5 billion (1)", "text": "$1.5 billion (1)", "level": 1 }, { "self_ref": "#/texts/14", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 32.68, "t": 335.10638676, "r": 111.41000999999999, "b": 272.74027658322507, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 59 ] } ], "orig": "Total Loan Portfolio Commitments Across 38 Loan Investments", "text": "Total Loan Portfolio Commitments Across 38 Loan Investments" }, { "self_ref": "#/texts/15", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 50.95, "t": 252.6778908, "r": 89.85600000000001, "b": 240.8407840585478, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "66.1%", "text": "66.1%" }, { "self_ref": "#/texts/16", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 144.32001, "t": 351.87787080000004, "r": 219.66801000000004, "b": 340.04076405854784, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "100% Loans", "text": "100% Loans", "level": 1 }, { "self_ref": "#/texts/17", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 138.45, "t": 334.40637676, "r": 225.56999, "b": 297.94028658322503, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "100% Senior Loans 97% Floating Rate", "text": "100% Senior Loans 97% Floating Rate" }, { "self_ref": "#/texts/18", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 141.38, "t": 252.6778908, "r": 222.65, "b": 240.8407840585478, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "$36.7 million", "text": "$36.7 million", "level": 1 }, { "self_ref": "#/texts/19", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 26.52, "t": 235.20638676, "r": 117.59999999999998, "b": 198.740276583225, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 46 ] }, { "page_no": 3, "bbox": { "l": 140.75999, "t": 235.20638676, "r": 223.25998999999993, "b": 211.94025658322505, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 47, 79 ] } ], "orig": "Weighted Average Stabilized LTV at Origination Average Unpaid Principal Balance", "text": "Weighted Average Stabilized LTV at Origination Average Unpaid Principal Balance" }, { "self_ref": "#/texts/20", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 30.27, "t": 144.44637676000002, "r": 225.03001, "b": 82.08027658322504, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 150 ] } ], "orig": "$165.8 million allowance for credit losses, or 11.4% of portfolio commitments, of which 78%, or $130.2 million, is allocated to specific CECL reserves", "text": "$165.8 million allowance for credit losses, or 11.4% of portfolio commitments, of which 78%, or $130.2 million, is allocated to specific CECL reserves" }, { "self_ref": "#/texts/21", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 302.16, "t": 384.28790080000005, "r": 420.9919999999999, "b": 372.45079405854784, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "CAPITALIZATION", "text": "CAPITALIZATION", "level": 1 }, { "self_ref": "#/texts/22", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 272.54999, "t": 351.87787080000004, "r": 340.9539900000001, "b": 340.04076405854784, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 12 ] } ], "orig": "$1.6\u00a0billion", "text": "$1.6\u00a0billion", "level": 1 }, { "self_ref": "#/texts/23", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 270.78, "t": 335.10638676, "r": 346.01999999999987, "b": 285.94028658322503, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 54 ] } ], "orig": "Total Financing Capacity with $1.0 billion Outstanding", "text": "Total Financing Capacity with $1.0 billion Outstanding" }, { "self_ref": "#/texts/24", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 293.01001, "t": 252.67450223999998, "r": 320.44, "b": 240.49944019683187, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "1.9 x", "text": "1.9 x" }, { "self_ref": "#/texts/25", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 271.76999, "t": 235.20638676, "r": 345.02998999999994, "b": 211.94025658322505, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "Total Leverage Ratio", "text": "Total Leverage Ratio" }, { "self_ref": "#/texts/26", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 400.14999, "t": 351.87451224, "r": 435.77999, "b": 339.69945019683183, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "~ 67%", "text": "~ 67%" }, { "self_ref": "#/texts/27", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 373.22, "t": 334.40637676, "r": 462.75999999999993, "b": 311.14026658322507, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "Non-Mark-toMarket Borrowings", "text": "Non-Mark-toMarket Borrowings" }, { "self_ref": "#/texts/28", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 377.35001, "t": 252.60788079999998, "r": 458.62001000000015, "b": 240.77077405854783, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "$58.5 million", "text": "$58.5 million", "level": 1 }, { "self_ref": "#/texts/29", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 373.20999, "t": 235.13638676, "r": 466.00999, "b": 185.47025658322502, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 59 ] } ], "orig": "Unrestricted Cash Balance; Held $90.7 million in REO (4)(5)", "text": "Unrestricted Cash Balance; Held $90.7 million in REO (4)(5)" }, { "self_ref": "#/texts/30", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 267.16, "t": 144.44637676000002, "r": 460.44999000000007, "b": 82.08027658322504, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 188 ] } ], "orig": "$1.6\u00a0billion financing capacity with $1.0\u00a0billion outstanding, including $0.4 billion across four facilities and $0.5 billion in non-recourse and non-mark-tomarket borrowings from two CLOs", "text": "$1.6\u00a0billion financing capacity with $1.0\u00a0billion outstanding, including $0.4 billion across four facilities and $0.5 billion in non-recourse and non-mark-tomarket borrowings from two CLOs" }, { "self_ref": "#/texts/31", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 497.95001, "t": 384.1778908, "r": 687.6659899999997, "b": 372.3407840585478, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "Q2'26 SUMMARY RESULTS", "text": "Q2'26 SUMMARY RESULTS", "level": 1 }, { "self_ref": "#/texts/32", "parent": { "$ref": "#/groups/3" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 515.89001, "t": 351.80789080000005, "r": 560.7880099999998, "b": 339.97078405854785, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 7 ] } ], "orig": "$(1.29)", "text": "$(1.29)", "level": 1 }, { "self_ref": "#/texts/33", "parent": { "$ref": "#/groups/3" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 494.79001, "t": 335.99136139399997, "r": 583.9949799999999, "b": 285.87027658322506, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 52 ] } ], "orig": "GAAP Net (Loss) (2) per Basic Wtd. Avg. Common Share", "text": "GAAP Net (Loss) (2) per Basic Wtd. Avg. Common Share" }, { "self_ref": "#/texts/34", "parent": { "$ref": "#/groups/4" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 627.10999, "t": 351.80789080000005, "r": 672.0079899999998, "b": 339.97078405854785, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 7 ] } ], "orig": "$(0.79)", "text": "$(0.79)" }, { "self_ref": "#/texts/35", "parent": { "$ref": "#/groups/4" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 608.20001, "t": 332.94637676, "r": 694.17, "b": 269.070266583225, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 66 ] } ], "orig": "Distributable Earnings (Loss) (3) per Basic Wtd. Avg. Common Share", "text": "Distributable Earnings (Loss) (3) per Basic Wtd. Avg. Common Share" }, { "self_ref": "#/texts/36", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 518.88, "t": 252.33789079999997, "r": 557.7859999999998, "b": 240.50078405854782, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "13.3%", "text": "13.3%" }, { "self_ref": "#/texts/37", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 500.16, "t": 235.83639675999996, "r": 576.48002, "b": 197.5707940585478, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "Annualized Dividend Yield (6) $0.05", "text": "Annualized Dividend Yield (6) $0.05" }, { "self_ref": "#/texts/38", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 508.41, "t": 192.63638676, "r": 571.5500000000003, "b": 169.870276583225, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "Dividend per Share", "text": "Dividend per Share" }, { "self_ref": "#/texts/39", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 627.10999, "t": 252.33789079999997, "r": 672.0079899999998, "b": 240.50078405854782, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 7 ] } ], "orig": "$(0.10)", "text": "$(0.10)", "level": 1 }, { "self_ref": "#/texts/40", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 602.95001, "t": 235.83639675999996, "r": 699.53001, "b": 160.27027658322504, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 99 ] } ], "orig": "Distributable Earnings (Loss) (3) Before Realized Gains and Losses per Basic Wtd. Avg. Common Share", "text": "Distributable Earnings (Loss) (3) Before Realized Gains and Losses per Basic Wtd. Avg. Common Share" }, { "self_ref": "#/texts/41", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 574.84003, "t": 112.44788080000001, "r": 611.1700299999998, "b": 100.6107740585478, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "$5.70", "text": "$5.70" }, { "self_ref": "#/texts/42", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 517.89001, "t": 94.97637676, "r": 668.1500100000005, "b": 85.41025658322502, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "Book Value per Common Share", "text": "Book Value per Common Share" }, { "self_ref": "#/texts/43", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 3, "bbox": { "l": 688.94, "t": 32.769902, "r": 694.8000000000001, "b": 24.31482575610562, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "3", "text": "3" }, { "self_ref": "#/texts/44", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 4, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 352.7039999999999, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "Q2 2026 Summary Results", "text": "Q2 2026 Summary Results", "level": 1 }, { "self_ref": "#/texts/45", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 4, "bbox": { "l": 682.59003, "t": 45.76993199999998, "r": 688.45003, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "4", "text": "4" }, { "self_ref": "#/texts/46", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 5, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 415.6219999999999, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "Post-Q2 2026 Business Update", "text": "Post-Q2 2026 Business Update", "level": 1 }, { "self_ref": "#/texts/47", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 5, "bbox": { "l": 118.56001, "t": 442.10748, "r": 518.6400100000001, "b": 426.79498, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 73 ] } ], "orig": "\u25aa So far in Q3'26, funded about $1.6 million on existing loan commitments", "text": "So far in Q3'26, funded about $1.6 million on existing loan commitments", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/48", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 5, "bbox": { "l": 118.56001, "t": 424.70749, "r": 702.9120100000006, "b": 339.5666744544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 580 ] } ], "orig": "\u25aa In July, the Company refinanced the assets in our two legacy CLOs, GPMT 2021-FL3 and GPMT 2021-FL4, by extending and upsizing the JPMorgan financing facility. As of June 30, the two CLOs had a total outstanding balance of $521 million with a weighted average cost of S+2.38%, and the refinance resulted in lowering the weighted average cost by 38 basis points to S+2.00%. The JPMorgan financing facility has a total outstanding balance of approximately $651 million, a weighted average cost of S+2.17%, and a 2-year term with three 1-year term extension options", "text": "In July, the Company refinanced the assets in our two legacy CLOs, GPMT 2021-FL3 and GPMT 2021-FL4, by extending and upsizing the JPMorgan financing facility. As of June 30, the two CLOs had a total outstanding balance of $521 million with a weighted average cost of S+2.38%, and the refinance resulted in lowering the weighted average cost by 38 basis points to S+2.00%. The JPMorgan financing facility has a total outstanding balance of approximately $651 million, a weighted average cost of S+2.17%, and a 2-year term with three 1-year term extension options", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/49", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 5, "bbox": { "l": 118.56001, "t": 335.3075, "r": 546.48001, "b": 319.995, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 80 ] } ], "orig": "\u25aa As of August 3, 2026, carried approximately $35.7 million in unrestricted cash", "text": "As of August 3, 2026, carried approximately $35.7 million in unrestricted cash", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/50", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 28.6, "t": 389.58243192, "r": 105.15999999999998, "b": 367.1466644544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "SUBSEQUENT EVENTS", "text": "SUBSEQUENT EVENTS" }, { "self_ref": "#/texts/51", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 5, "bbox": { "l": 682.59003, "t": 45.76993199999998, "r": 688.45003, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "5", "text": "5" }, { "self_ref": "#/texts/52", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 6, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 368.208, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Q2 2026 Financial Summary", "text": "Q2 2026 Financial Summary", "level": 1 }, { "self_ref": "#/texts/53", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 6, "bbox": { "l": 682.59003, "t": 45.76993199999998, "r": 688.45003, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "6", "text": "6" }, { "self_ref": "#/texts/54", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 7, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 569.3959999999998, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "Q2 2026 Earnings and Book Value Per Share", "text": "Q2 2026 Earnings and Book Value Per Share", "level": 1 }, { "self_ref": "#/texts/55", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 7, "bbox": { "l": 19.8, "t": 441.83243192, "r": 670.5700100000004, "b": 416.99666445442733, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 124 ] } ], "orig": "\u25aa GAAP Net (Loss) attributable to common stockholders of $(62.0) million, or $(1.29) per basic weighted average common share", "text": "GAAP Net (Loss) attributable to common stockholders of $(62.0) million, or $(1.29) per basic weighted average common share", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/56", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 7, "bbox": { "l": 19.8, "t": 407.03241191999996, "r": 685.9200200000006, "b": 382.1966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 133 ] } ], "orig": "\u25aa Book value per share of common stock at June\u00a030, 2026, was $5.70, inclusive of $(3.44) per basic common share of total CECL reserve", "text": "Book value per share of common stock at June\u00a030, 2026, was $5.70, inclusive of $(3.44) per basic common share of total CECL reserve", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/57", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 7, "bbox": { "l": 110.61, "t": 362.34448224, "r": 607.5959999999999, "b": 350.1694201968318, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "BOOK VALUE PER COMMON SHARE OUTSTANDING ROLLFORWARD", "text": "BOOK VALUE PER COMMON SHARE OUTSTANDING ROLLFORWARD", "level": 1 }, { "self_ref": "#/texts/58", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 57.09233642399615, "t": 112.80024423250472, "r": 109.55283924868871, "b": 104.09868384559428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "3/31/2026", "text": "3/31/2026" }, { "self_ref": "#/texts/59", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 157.9715871618146, "t": 112.80024423250472, "r": 229.4544688855512, "b": 104.09868384559428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "GAAP Net (Loss)", "text": "GAAP Net (Loss)" }, { "self_ref": "#/texts/60", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 259.0310330172518, "t": 112.80024423250472, "r": 349.1386239008038, "b": 92.09136286159435, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 39 ] } ], "orig": "Series A Preferred Dividend Declaration", "text": "Series A Preferred Dividend Declaration" }, { "self_ref": "#/texts/61", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 368.6497484615051, "t": 112.80024423250472, "r": 458.7573393450571, "b": 92.09136286159435, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Common Stock Dividend Declaration", "text": "Common Stock Dividend Declaration" }, { "self_ref": "#/texts/62", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 476.4264690203215, "t": 112.80024423250472, "r": 574.7427407841168, "b": 92.09136286159435, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 24 ] } ], "orig": "Equity Compensation, Net", "text": "Equity Compensation, Net" }, { "self_ref": "#/texts/63", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 608.1891661233356, "t": 112.80024423250472, "r": 660.6496689480281, "b": 104.09868384559428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "6/30/2026", "text": "6/30/2026" }, { "self_ref": "#/texts/64", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 682.59998, "t": 45.76993199999998, "r": 688.44998, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "7", "text": "7" }, { "self_ref": "#/texts/65", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 25.2, "t": 488.60690416, "r": 528.638, "b": 465.99607465125916, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "Loan Investment Portfolio Credit Overview", "text": "Loan Investment Portfolio Credit Overview", "level": 1 }, { "self_ref": "#/texts/66", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 74.95, "t": 437.99243192, "r": 296.42001000000005, "b": 427.55666445442733, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 39 ] } ], "orig": "CECL RESERVE BY QUARTER ($ in millions)", "text": "CECL RESERVE BY QUARTER ($ in millions)", "level": 1 }, { "self_ref": "#/texts/67", "parent": { "$ref": "#/pictures/8" }, "children": [], "content_layer": "body", "label": "caption", "prov": [ { "page_no": 8, "bbox": { "l": 140.85736964438536, "t": 409.37629102103466, "r": 176.43985494062207, "b": 400.5338438095102, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 7 ] } ], "orig": "General", "text": "General" }, { "self_ref": "#/texts/68", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 98.05, "t": 263.09241192, "r": 270.36999999999995, "b": 252.65664445442735, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 29 ] } ], "orig": "STABILIZED LTV AT ORIGINATION", "text": "STABILIZED LTV AT ORIGINATION", "level": 1 }, { "self_ref": "#/texts/69", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 394.56, "t": 438.12243192, "r": 678.9600000000006, "b": 427.68666445442733, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 43 ] } ], "orig": "CECL RESERVE AS % OF COMMITMENTS BY QUARTER", "text": "CECL RESERVE AS % OF COMMITMENTS BY QUARTER", "level": 1 }, { "self_ref": "#/texts/70", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 498.57999, "t": 263.09241192, "r": 574.1799900000002, "b": 252.65664445442735, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 12 ] } ], "orig": "RISK RATINGS", "text": "RISK RATINGS", "level": 1 }, { "self_ref": "#/texts/71", "parent": { "$ref": "#/pictures/11" }, "children": [], "content_layer": "body", "label": "caption", "prov": [ { "page_no": 8, "bbox": { "l": 440.79001, "t": 241.46991200000002, "r": 632.28002, "b": 233.01483575610564, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 45 ] } ], "orig": "Weighted average portfolio risk rating of 3.2", "text": "Weighted average portfolio risk rating of 3.2" }, { "self_ref": "#/texts/72", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 8, "bbox": { "l": 682.59003, "t": 45.76993199999998, "r": 688.45003, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "8", "text": "8" }, { "self_ref": "#/texts/73", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 543.994, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "Q2 2026 Loan Investment Portfolio Activity", "text": "Q2 2026 Loan Investment Portfolio Activity", "level": 1 }, { "self_ref": "#/texts/74", "parent": { "$ref": "#/groups/9" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 9, "bbox": { "l": 19.8, "t": 441.83243192, "r": 698.4400200000006, "b": 416.99666445442733, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 230 ] } ], "orig": "\u25aa Net loan portfolio activity of $(121.8) million in unpaid principal balance, attributed to loan repayments, sales and amortization, of $(129.8) million, partially offset by increases of $8.0 million from fundings", "text": "Net loan portfolio activity of $(121.8) million in unpaid principal balance, attributed to loan repayments, sales and amortization, of $(129.8) million, partially offset by increases of $8.0 million from fundings", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/75", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 682.59003, "t": 45.76993199999998, "r": 688.45003, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "9", "text": "9" }, { "self_ref": "#/texts/76", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 10, "bbox": { "l": 25.2, "t": 488.60690416, "r": 448.37600000000003, "b": 465.99607465125916, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "Loan Investment Portfolio Overview", "text": "Loan Investment Portfolio Overview", "level": 1 }, { "self_ref": "#/texts/77", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 10, "bbox": { "l": 27.29, "t": 443.00448224, "r": 676.6099999999999, "b": 414.02944019683184, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 128 ] } ], "orig": "Well-diversified and granular portfolio comprised of senior loans with a weighted average stabilized LTV at origination of 66.1%", "text": "Well-diversified and granular portfolio comprised of senior loans with a weighted average stabilized LTV at origination of 66.1%" }, { "self_ref": "#/texts/78", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 11, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 431.294, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 32 ] } ], "orig": "Overview of Risk-Rated '5' Loans", "text": "Overview of Risk-Rated '5' Loans", "level": 1 }, { "self_ref": "#/texts/79", "parent": { "$ref": "#/groups/10" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 11, "bbox": { "l": 28.79, "t": 447.71243192, "r": 493.16999, "b": 436.19876, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 88 ] } ], "orig": "\u25aa Five loans risk rated '5' with an aggregate unpaid principal balance of $252.9 million", "text": "Five loans risk rated '5' with an aggregate unpaid principal balance of $252.9 million", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/80", "parent": { "$ref": "#/groups/10" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 11, "bbox": { "l": 28.79, "t": 427.31244191999997, "r": 702.9500000000008, "b": 402.4766444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 157 ] } ], "orig": "\u25aa Actively pursuing resolution options, which may include a property sale by the borrower, a note sale, a foreclosure/deed-inlieu and/or a loan restructuring", "text": "Actively pursuing resolution options, which may include a property sale by the borrower, a note sale, a foreclosure/deed-inlieu and/or a loan restructuring", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/81", "parent": { "$ref": "#/groups/10" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 11, "bbox": { "l": 28.79, "t": 392.51242191999995, "r": 563.2300100000003, "b": 380.99875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 99 ] } ], "orig": "\u25aa Specific CECL reserves on loans risk rated '5' of approximately 47.4% of unpaid principal balance", "text": "Specific CECL reserves on loans risk rated '5' of approximately 47.4% of unpaid principal balance", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/82", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "11", "text": "11" }, { "self_ref": "#/texts/83", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 384.988, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Office Loan Portfolio Overview", "text": "Office Loan Portfolio Overview", "level": 1 }, { "self_ref": "#/texts/84", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 434.24243192, "r": 356.47000000000014, "b": 395.0066744544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 150 ] } ], "orig": "\u25aa Since 2021, reduced the office exposure by $(1.0) billion, or about 59%, primarily through repayments, paydowns and proactive loan resolutions", "text": "Since 2021, reduced the office exposure by $(1.0) billion, or about 59%, primarily through repayments, paydowns and proactive loan resolutions", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/85", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 385.04242192, "r": 327.65, "b": 373.52875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 56 ] } ], "orig": "\u25aa Granular office portfolio across 13 MSAs and 11 States", "text": "Granular office portfolio across 13 MSAs and 11 States", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/86", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 364.64242192, "r": 268.8499999999999, "b": 353.12875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 43 ] } ], "orig": "\u25aa 53% CBD locations, 47% suburban locations", "text": "53% CBD locations, 47% suburban locations", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/87", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 344.24243192, "r": 270.5299999999999, "b": 332.72876, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "\u25aa 34% Top 5 markets, 66% secondary markets", "text": "34% Top 5 markets, 66% secondary markets", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/88", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 323.84241191999996, "r": 281.3299999999998, "b": 312.32874, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 48 ] } ], "orig": "\u25aa Average unpaid principal balance $37.4 million", "text": "Average unpaid principal balance $37.4 million", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/89", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 303.44244191999996, "r": 327.91998, "b": 291.92877, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 59 ] } ], "orig": "\u25aa Weighted average Stabilized LTV at Origination of 67.0%", "text": "Weighted average Stabilized LTV at Origination of 67.0%", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/90", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 283.04242192, "r": 316.13, "b": 271.52875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 54 ] } ], "orig": "\u25aa 5-rated office exposure in Minneapolis and San Diego", "text": "5-rated office exposure in Minneapolis and San Diego", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/91", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 20.45, "t": 262.64242192, "r": 356.4020000000001, "b": 237.80666445442728, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 112 ] } ], "orig": "\u25aa No office exposure in Washington DC, Downtown LA, San Francisco Bay Area, Chicago, Portland or Seattle", "text": "No office exposure in Washington DC, Downtown LA, San Francisco Bay Area, Chicago, Portland or Seattle", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/92", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 391.85001, "t": 431.89242192, "r": 682.6519699999992, "b": 421.45665445442734, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 64 ] } ], "orig": "REDUCTION IN OFFICE EXPOSURE (11) ($ in millions, reflects UPB)", "text": "REDUCTION IN OFFICE EXPOSURE (11) ($ in millions, reflects UPB)", "level": 1 }, { "self_ref": "#/texts/93", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 442.5, "t": 227.31422424800002, "r": 631.98221, "b": 215.8366644544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "OFFICE PORTFOLIO BY REGION (11)(12)", "text": "OFFICE PORTFOLIO BY REGION (11)(12)", "level": 1 }, { "self_ref": "#/texts/94", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 12, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "12", "text": "12" }, { "self_ref": "#/texts/95", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 13, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 252.85599999999997, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "Real Estate Owned", "text": "Real Estate Owned", "level": 1 }, { "self_ref": "#/texts/96", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 13, "bbox": { "l": 141.69, "t": 438.67242192, "r": 228.80999999999992, "b": 428.2366544544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "Miami Beach, FL", "text": "Miami Beach, FL", "level": 1 }, { "self_ref": "#/texts/97", "parent": { "$ref": "#/groups/12" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 28.8, "t": 408.15240192, "r": 341.52000000000015, "b": 368.9166544544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 120 ] } ], "orig": "\u25aa Property: 140,000 square foot, Class 'A' office building with ground floor retail space and a 499-space parking garage", "text": "Property: 140,000 square foot, Class 'A' office building with ground floor retail space and a 499-space parking garage", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/98", "parent": { "$ref": "#/groups/12" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 28.8, "t": 358.95242192, "r": 204.6400099999999, "b": 347.43875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 36 ] } ], "orig": "\u25aa Carrying Value (5) : $54.9 million", "text": "Carrying Value (5) : $54.9 million", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/99", "parent": { "$ref": "#/groups/12" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 28.8, "t": 338.55243192, "r": 334.32000000000005, "b": 313.7166344544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 72 ] } ], "orig": "\u25aa Strategy: Improve operating performance and expected sale in late 2026", "text": "Strategy: Improve operating performance and expected sale in late 2026", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/100", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 13, "bbox": { "l": 502.48001, "t": 438.67242192, "r": 570.8800100000002, "b": 428.2366544544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 11 ] } ], "orig": "Maynard, MA", "text": "Maynard, MA", "level": 1 }, { "self_ref": "#/texts/101", "parent": { "$ref": "#/groups/13" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 380.24002, "t": 408.15240192, "r": 692.7200100000008, "b": 368.9166544544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 129 ] } ], "orig": "\u25aa Property: 1,050,000 square foot, 'brick and beam' office campus with 130 self storage units, 13 buildings, situated on 53 acres", "text": "Property: 1,050,000 square foot, 'brick and beam' office campus with 130 self storage units, 13 buildings, situated on 53 acres", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/102", "parent": { "$ref": "#/groups/13" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 380.24002, "t": 358.95242192, "r": 556.0800100000001, "b": 347.43875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 36 ] } ], "orig": "\u25aa Carrying Value (4) : $35.8 million", "text": "Carrying Value (4) : $35.8 million", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/103", "parent": { "$ref": "#/groups/13" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 380.24002, "t": 338.55243192, "r": 700.4000100000007, "b": 313.7166344544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 72 ] } ], "orig": "\u25aa Strategy: Improve operating performance and evaluate for eventual sale", "text": "Strategy: Improve operating performance and evaluate for eventual sale", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/104", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 13, "bbox": { "l": 643.0, "t": 503.0, "r": 710.6666666666666, "b": 454.33333333333337, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "A", "text": "A" }, { "self_ref": "#/texts/105", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "13", "text": "13" }, { "self_ref": "#/texts/106", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 14, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 520.9939999999998, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "Funding Mix and Capitalization Highlights", "text": "Funding Mix and Capitalization Highlights", "level": 1 }, { "self_ref": "#/texts/107", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 14, "bbox": { "l": 18.0, "t": 443.10449224, "r": 430.7199999999999, "b": 430.92943019683185, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 54 ] } ], "orig": "WELL-BALANCED CAPITAL STRUCTURE WITH MODERATE LEVERAGE", "text": "WELL-BALANCED CAPITAL STRUCTURE WITH MODERATE LEVERAGE", "level": 1 }, { "self_ref": "#/texts/108", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 18.86, "t": 152.28241192000002, "r": 483.26000000000005, "b": 127.44664445442731, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 98 ] } ], "orig": "\u25aa Generally, seek to match fund assets and liabilities to minimize interest-rate risk and duration", "text": "Generally, seek to match fund assets and liabilities to minimize interest-rate risk and duration", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/109", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 18.86, "t": 117.48242191999998, "r": 480.6200000000003, "b": 92.64666445442731, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 113 ] } ], "orig": "\u25aa Proven access to diverse sources of public and private equity and debt capital at the corporate and asset level", "text": "Proven access to diverse sources of public and private equity and debt capital at the corporate and asset level", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/110", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 18.86, "t": 82.68243192, "r": 470.0300100000001, "b": 57.84664445442729, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 90 ] } ], "orig": "\u25aa Aim to maintain ample liquidity across market cycles; $58.5 million of unrestricted cash", "text": "Aim to maintain ample liquidity across market cycles; $58.5 million of unrestricted cash", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/111", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "14", "text": "14" }, { "self_ref": "#/texts/112", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 15, "bbox": { "l": 53.9, "t": 95.66561560000002, "r": 245.22800000000004, "b": 55.08124962930685, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "Endnotes", "text": "Endnotes", "level": 1 }, { "self_ref": "#/texts/113", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 16, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 137.23400000000004, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "Endnotes", "text": "Endnotes", "level": 1 }, { "self_ref": "#/texts/114", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 436.74243192, "r": 481.86001000000005, "b": 426.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 83 ] } ], "orig": "1) Includes maximum loan commitments. Unpaid loan principal balance of $1.4 billion", "text": "Includes maximum loan commitments. Unpaid loan principal balance of $1.4 billion", "enumerated": true, "marker": "1)" }, { "self_ref": "#/texts/115", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 421.74243192, "r": 355.15999999999997, "b": 411.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 60 ] } ], "orig": "2) Represents Net (loss) attributable to common stockholders", "text": "Represents Net (loss) attributable to common stockholders", "enumerated": true, "marker": "2)" }, { "self_ref": "#/texts/116", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 406.74243192, "r": 688.2100100000007, "b": 396.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 124 ] } ], "orig": "3) Non-GAAP measure. See slide 23 in the Appendix for a reconciliation to financial results prepared in accordance with GAAP", "text": "Non-GAAP measure. See slide 23 in the Appendix for a reconciliation to financial results prepared in accordance with GAAP", "enumerated": true, "marker": "3)" }, { "self_ref": "#/texts/117", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 391.74243192, "r": 448.4600100000002, "b": 381.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 84 ] } ], "orig": "4) Includes $5.8 million in other assets, net of other liabilities related to leases", "text": "Includes $5.8 million in other assets, net of other liabilities related to leases", "enumerated": true, "marker": "4)" }, { "self_ref": "#/texts/118", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 376.74243192, "r": 386.3000100000001, "b": 366.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 72 ] } ], "orig": "5) Includes $7.3 million in real estate owned liabilities, held-for-sale", "text": "Includes $7.3 million in real estate owned liabilities, held-for-sale", "enumerated": true, "marker": "5)" }, { "self_ref": "#/texts/119", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 361.74243192, "r": 534.2100000000003, "b": 351.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 93 ] } ], "orig": "6) Represents an annualized dividend yield based on a closing price of $1.50 on June\u00a030, 2026", "text": "Represents an annualized dividend yield based on a closing price of $1.50 on June\u00a030, 2026", "enumerated": true, "marker": "6)" }, { "self_ref": "#/texts/120", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 346.74243192, "r": 460.2600100000001, "b": 336.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 81 ] } ], "orig": "7) See slide 23 in the Appendix for reconciliation of Common Stockholders' Equity", "text": "See slide 23 in the Appendix for reconciliation of Common Stockholders' Equity", "enumerated": true, "marker": "7)" }, { "self_ref": "#/texts/121", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 331.74243192, "r": 711.1400000000008, "b": 249.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 629 ] } ], "orig": "8) Does not include unamortized premiums, unamortized net deferred origination fees and allowance for credit losses which, when included with the unpaid principal balances, represents the GAAP carrying value of the loans held-for-investment in the balance sheet. The GAAP carrying value as of March\u00a031, 2026, was $1.4 billion and as of June\u00a030, 2026, was $1.2 billion. The GAAP carrying value does not include accrued interest receivables, exit fee receivables and other receivables, which are reflected separately in the balance sheet. Unfunded commitments are not included in the unpaid principal balance or GAAP carrying value", "text": "Does not include unamortized premiums, unamortized net deferred origination fees and allowance for credit losses which, when included with the unpaid principal balances, represents the GAAP carrying value of the loans held-for-investment in the balance sheet. The GAAP carrying value as of March\u00a031, 2026, was $1.4 billion and as of June\u00a030, 2026, was $1.2 billion. The GAAP carrying value does not include accrued interest receivables, exit fee receivables and other receivables, which are reflected separately in the balance sheet. Unfunded commitments are not included in the unpaid principal balance or GAAP carrying value", "enumerated": true, "marker": "8)" }, { "self_ref": "#/texts/122", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 244.74243192, "r": 302.1199999999999, "b": 234.0966444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 50 ] } ], "orig": "9) Includes nonaccrual loans and other investments", "text": "Includes nonaccrual loans and other investments", "enumerated": true, "marker": "9)" }, { "self_ref": "#/texts/123", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 229.74243192, "r": 707.5760000000007, "b": 204.8466444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 159 ] } ], "orig": "10) Assumes all extension options are exercised and excludes three loans that have passed their maturity date and are not eligible for extension, if applicable", "text": "Assumes all extension options are exercised and excludes three loans that have passed their maturity date and are not eligible for extension, if applicable", "enumerated": true, "marker": "10)" }, { "self_ref": "#/texts/124", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 200.49243192, "r": 399.08000000000015, "b": 189.8466444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 68 ] } ], "orig": "11) Mixed-use properties represented based on allocated loan amounts", "text": "Mixed-use properties represented based on allocated loan amounts", "enumerated": true, "marker": "11)" }, { "self_ref": "#/texts/125", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 185.49243192, "r": 270.9199999999999, "b": 174.8466444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 47 ] } ], "orig": "12) Percentages are based off of carrying value", "text": "Percentages are based off of carrying value", "enumerated": true, "marker": "12)" }, { "self_ref": "#/texts/126", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 170.49243192, "r": 313.3999999999999, "b": 159.8466444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "13) Loan was placed on nonaccrual status in Q3 2022", "text": "Loan was placed on nonaccrual status in Q3 2022", "enumerated": true, "marker": "13)" }, { "self_ref": "#/texts/127", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 155.49243192, "r": 309.7999999999999, "b": 144.8466444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "14) Loan was placed on nonaccrual status in Q3 2025", "text": "Loan was placed on nonaccrual status in Q3 2025", "enumerated": true, "marker": "14)" }, { "self_ref": "#/texts/128", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 140.49243192, "r": 309.7999999999999, "b": 129.8466444544273, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "15) Loan was placed on nonaccrual status in Q4 2025", "text": "Loan was placed on nonaccrual status in Q4 2025", "enumerated": true, "marker": "15)" }, { "self_ref": "#/texts/129", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 125.49243192, "r": 309.7999999999999, "b": 114.84664445442729, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "16) Loan was placed on nonaccrual status in Q1 2026", "text": "Loan was placed on nonaccrual status in Q1 2026", "enumerated": true, "marker": "16)" }, { "self_ref": "#/texts/130", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 110.49243192, "r": 309.7999999999999, "b": 99.84664445442729, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "17) Loan was placed on nonaccrual status in Q2 2026", "text": "Loan was placed on nonaccrual status in Q2 2026", "enumerated": true, "marker": "17)" }, { "self_ref": "#/texts/131", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 20.63, "t": 95.49243192, "r": 429.5600000000002, "b": 84.84664445442729, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 75 ] } ], "orig": "18) Not meaningful due to 100% loan participations outside of CLO were sold", "text": "Not meaningful due to 100% loan participations outside of CLO were sold", "enumerated": true, "marker": "18)" }, { "self_ref": "#/texts/132", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 16, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "16", "text": "16" }, { "self_ref": "#/texts/133", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 17, "bbox": { "l": 53.9, "t": 95.66561560000002, "r": 244.41200000000003, "b": 55.08124962930685, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "Appendix", "text": "Appendix" }, { "self_ref": "#/texts/134", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 418.944, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Summary of Investment Portfolio", "text": "Summary of Investment Portfolio", "level": 1 }, { "self_ref": "#/texts/135", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "18", "text": "18" }, { "self_ref": "#/texts/136", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 333.82, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Loan Investment Portfolio", "text": "Loan Investment Portfolio", "level": 1 }, { "self_ref": "#/texts/137", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "19", "text": "19" }, { "self_ref": "#/texts/138", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 555.3139999999997, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "Average Balances and Yields/Cost of Funds", "text": "Average Balances and Yields/Cost of Funds", "level": 1 }, { "self_ref": "#/texts/139", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 20, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "20", "text": "20" }, { "self_ref": "#/texts/140", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 524.276, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "Condensed Consolidated Balance Sheets", "text": "Condensed Consolidated Balance Sheets", "level": 1 }, { "self_ref": "#/texts/141", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "21", "text": "21" }, { "self_ref": "#/texts/142", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 22, "bbox": { "l": 25.2, "t": 519.62692416, "r": 514.838, "b": 497.01609465125915, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 36 ] } ], "orig": "Condensed Consolidated Statements of", "text": "Condensed Consolidated Statements of", "level": 1 }, { "self_ref": "#/texts/143", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 22, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 388.42, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "Comprehensive (Loss) Income", "text": "Comprehensive (Loss) Income", "level": 1 }, { "self_ref": "#/texts/144", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 22, "bbox": { "l": 678.98999, "t": 19.519902000000002, "r": 690.6999900000001, "b": 11.06482575610562, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "22", "text": "22" }, { "self_ref": "#/texts/145", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 23, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 416.73399999999987, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 32 ] } ], "orig": "Quarterly Per Share Calculations", "text": "Quarterly Per Share Calculations", "level": 1 }, { "self_ref": "#/texts/146", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 23, "bbox": { "l": 676.73999, "t": 40.51993199999998, "r": 688.4499900000001, "b": 32.0648557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "23", "text": "23" }, { "self_ref": "#/texts/147", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 24, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 592.8319999999999, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 44 ] } ], "orig": "Financial Statements Impact of CECL Reserves", "text": "Financial Statements Impact of CECL Reserves", "level": 1 }, { "self_ref": "#/texts/148", "parent": { "$ref": "#/groups/16" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 24, "bbox": { "l": 19.8, "t": 441.83243192, "r": 698.3960000000008, "b": 416.99666445442733, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 171 ] } ], "orig": "\u25aa Total allowance for credit losses of $(165.8) million, of which $2.4 million is related to future funding obligations and recorded in other liabilities", "text": "Total allowance for credit losses of $(165.8) million, of which $2.4 million is related to future funding obligations and recorded in other liabilities", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/149", "parent": { "$ref": "#/groups/16" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 24, "bbox": { "l": 19.8, "t": 407.03241191999996, "r": 447.0000000000002, "b": 395.51874, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 80 ] } ], "orig": "\u25aa Loans reported on the balance sheet are net of the allowance for credit losses", "text": "Loans reported on the balance sheet are net of the allowance for credit losses", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/150", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 24, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "24", "text": "24" }, { "self_ref": "#/texts/151", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 25, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 374.45799999999986, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 29 ] } ], "orig": "Distributable Earnings (Loss)", "text": "Distributable Earnings (Loss)", "level": 1 }, { "self_ref": "#/texts/152", "parent": { "$ref": "#/groups/17" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 14.73, "t": 444.213135, "r": 703.2100000000004, "b": 304.39026658322507, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1140 ] } ], "orig": "\u25aa Beginning with our Annual Report on Form 10-K for the year ended December\u00a031, 2025, and for all subsequent reporting periods ending on or after December\u00a031, 2025, we have elected to present Distributable Earnings (Loss), a non-GAAP measure, as a supplemental method of evaluating our operating performance. In order to maintain our status as a REIT, we are required to distribute at least 90% of our taxable income to stockholders, subject to certain distribution requirements. Distributable Earnings (Loss) is intended to over time serve as a general, though imperfect, proxy for our taxable income. As such, Distributable Earnings (Loss) is considered a key indicator of our ability to generate sufficient income to pay dividends on our common stock, which is the primary focus of income-oriented investors who comprise a meaningful segment of our stockholder base. We believe providing Distributable Earnings (Loss) on a supplemental basis to our net income (loss) and cash flow from operating activities, as determined in accordance with GAAP, is helpful to stockholders in assessing the overall operating performance of our business.", "text": "Beginning with our Annual Report on Form 10-K for the year ended December\u00a031, 2025, and for all subsequent reporting periods ending on or after December\u00a031, 2025, we have elected to present Distributable Earnings (Loss), a non-GAAP measure, as a supplemental method of evaluating our operating performance. In order to maintain our status as a REIT, we are required to distribute at least 90% of our taxable income to stockholders, subject to certain distribution requirements. Distributable Earnings (Loss) is intended to over time serve as a general, though imperfect, proxy for our taxable income. As such, Distributable Earnings (Loss) is considered a key indicator of our ability to generate sufficient income to pay dividends on our common stock, which is the primary focus of income-oriented investors who comprise a meaningful segment of our stockholder base. We believe providing Distributable Earnings (Loss) on a supplemental basis to our net income (loss) and cash flow from operating activities, as determined in accordance with GAAP, is helpful to stockholders in assessing the overall operating performance of our business.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/153", "parent": { "$ref": "#/groups/17" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 14.73, "t": 295.413145, "r": 703.2100000000005, "b": 171.79026658322505, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1104 ] } ], "orig": "\u25aa For reporting purposes, we define Distributable Earnings (Loss) as net income (loss) attributable to our stockholders, computed in accordance with GAAP, excluding: (i) non-cash equity compensation expenses; (ii) depreciation and amortization; (iii) any unrealized gains (losses) or other similar non-cash items that are included in net income (loss) for the applicable reporting period (regardless of whether such items are included in other comprehensive income or in net income (loss) for such period); and (iv) certain non-cash items and onetime expenses. Distributable Earnings (Loss) may also be adjusted from time to time for reporting purposes to exclude one-time events pursuant to changes in GAAP and certain other material non-cash income or expense items approved by a majority of our independent directors. The exclusion of depreciation and amortization from the calculation of Distributable Earnings (Loss) only applies to debt investments related to real estate to the extent we foreclose upon the property or properties underlying such debt investments.", "text": "For reporting purposes, we define Distributable Earnings (Loss) as net income (loss) attributable to our stockholders, computed in accordance with GAAP, excluding: (i) non-cash equity compensation expenses; (ii) depreciation and amortization; (iii) any unrealized gains (losses) or other similar non-cash items that are included in net income (loss) for the applicable reporting period (regardless of whether such items are included in other comprehensive income or in net income (loss) for such period); and (iv) certain non-cash items and onetime expenses. Distributable Earnings (Loss) may also be adjusted from time to time for reporting purposes to exclude one-time events pursuant to changes in GAAP and certain other material non-cash income or expense items approved by a majority of our independent directors. The exclusion of depreciation and amortization from the calculation of Distributable Earnings (Loss) only applies to debt investments related to real estate to the extent we foreclose upon the property or properties underlying such debt investments.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/154", "parent": { "$ref": "#/groups/17" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 14.73, "t": 162.81311500000004, "r": 703.1219999999998, "b": 71.59025658322503, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 800 ] } ], "orig": "\u25aa While Distributable Earnings (Loss) excludes the impact of the unrealized non-cash current provision for credit losses, we expect to only recognize such potential credit losses in Distributable Earnings (Loss) if and when such amounts are deemed non-recoverable. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but non-recoverability may also be concluded if, in our determination, it is nearly certain that all amounts due will not be collected. The realized loss amount reflected in Distributable Earnings (Loss) will equal the difference between the cash received, or expected to be received, and the carrying value of the asset, and is reflective of our economic experience as it relates to the ultimate realization of the loan.", "text": "While Distributable Earnings (Loss) excludes the impact of the unrealized non-cash current provision for credit losses, we expect to only recognize such potential credit losses in Distributable Earnings (Loss) if and when such amounts are deemed non-recoverable. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but non-recoverability may also be concluded if, in our determination, it is nearly certain that all amounts due will not be collected. The realized loss amount reflected in Distributable Earnings (Loss) will equal the difference between the cash received, or expected to be received, and the carrying value of the asset, and is reflective of our economic experience as it relates to the ultimate realization of the loan.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/155", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 25, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "25", "text": "25" }, { "self_ref": "#/texts/156", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 26, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 475.442, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "Distributable Earnings (Loss) (cont'd)", "text": "Distributable Earnings (Loss) (cont'd)", "level": 1 }, { "self_ref": "#/texts/157", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 26, "bbox": { "l": 14.85, "t": 444.26638676000005, "r": 702.5160000000002, "b": 353.7002665832251, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 738 ] } ], "orig": "\u25aa During the quarter ended June\u00a030, 2026, we recorded a provision for credit losses of $(47.0) million, which has been excluded from Distributable Earnings (Loss), consistent with other unrealized gains (losses) and other non-cash items pursuant to our existing policy for reporting Distributable Earnings (Loss) referenced on the previous slide. During the quarter ended June\u00a0 30, 2026, we recorded $2.0 million, in depreciation and amortization on REO and related intangibles, which has been excluded from Distributable Earnings (Loss) consistent with other unrealized gains (losses) and other non-cash items pursuant to our existing policy for reporting Distributable Earnings (Loss) referenced above.", "text": "During the quarter ended June\u00a030, 2026, we recorded a provision for credit losses of $(47.0) million, which has been excluded from Distributable Earnings (Loss), consistent with other unrealized gains (losses) and other non-cash items pursuant to our existing policy for reporting Distributable Earnings (Loss) referenced on the previous slide. During the quarter ended June\u00a0 30, 2026, we recorded $2.0 million, in depreciation and amortization on REO and related intangibles, which has been excluded from Distributable Earnings (Loss) consistent with other unrealized gains (losses) and other non-cash items pursuant to our existing policy for reporting Distributable Earnings (Loss) referenced above.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/158", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 26, "bbox": { "l": 14.85, "t": 344.023135, "r": 702.5490000000005, "b": 252.800276583225, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 765 ] } ], "orig": "\u25aa Distributable Earnings (Loss) does not represent Net (loss) income attributable to common stockholders or cash flow from operating activities and should not be considered as an alternative to GAAP Net (loss) income attributable to common stockholders, or an indication of our GAAP cash flows from operations, a measure of our liquidity, or an indication of funds available for our cash needs. In addition, our methodology for calculating Distributable Earnings (Loss) may differ from the methodologies employed by other companies to calculate the same or similar supplemental performance measures, and, accordingly, our reported Distributable Earnings (Loss) may not be comparable to the Distributable Earnings (Loss) reported by other companies.", "text": "Distributable Earnings (Loss) does not represent Net (loss) income attributable to common stockholders or cash flow from operating activities and should not be considered as an alternative to GAAP Net (loss) income attributable to common stockholders, or an indication of our GAAP cash flows from operations, a measure of our liquidity, or an indication of funds available for our cash needs. In addition, our methodology for calculating Distributable Earnings (Loss) may differ from the methodologies employed by other companies to calculate the same or similar supplemental performance measures, and, accordingly, our reported Distributable Earnings (Loss) may not be comparable to the Distributable Earnings (Loss) reported by other companies.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/159", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 26, "bbox": { "l": 14.85, "t": 243.823125, "r": 702.4610000000002, "b": 136.40027658322504, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 917 ] } ], "orig": "\u25aa We believe it is useful to our stockholders to present Distributable Earnings (Loss) Before Realized Gains and Losses, a non-GAAP measure, to reflect our run-rate operating results as (i) our operating results are mainly comprised of net interest income earned on our loan investments net of our operating expenses, which comprise our ongoing operations, (ii) it helps our stockholders in assessing the overall run-rate operating performance of our business, and (iii) it has been a useful reference related to our common dividend as it is one of the factors we and our Board of Directors consider when declaring the dividend. We believe that our stockholders use Distributable Earnings (Loss) and Distributable Earnings (Loss) Before Realized Gains and Losses, or a comparable supplemental performance measure, to evaluate and compare the performance of our company and our peers.", "text": "We believe it is useful to our stockholders to present Distributable Earnings (Loss) Before Realized Gains and Losses, a non-GAAP measure, to reflect our run-rate operating results as (i) our operating results are mainly comprised of net interest income earned on our loan investments net of our operating expenses, which comprise our ongoing operations, (ii) it helps our stockholders in assessing the overall run-rate operating performance of our business, and (iii) it has been a useful reference related to our common dividend as it is one of the factors we and our Board of Directors consider when declaring the dividend. We believe that our stockholders use Distributable Earnings (Loss) and Distributable Earnings (Loss) Before Realized Gains and Losses, or a comparable supplemental performance measure, to evaluate and compare the performance of our company and our peers.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/160", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 26, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "26", "text": "26" }, { "self_ref": "#/texts/161", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 27, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 228.91000000000003, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "Other Definitions", "text": "Other Definitions", "level": 1 }, { "self_ref": "#/texts/162", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 27, "bbox": { "l": 676.75, "t": 45.76993199999998, "r": 688.45, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "27", "text": "27" }, { "self_ref": "#/texts/163", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 28, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 329.9200000000001, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Other Definitions (cont'd)", "text": "Other Definitions (cont'd)", "level": 1 }, { "self_ref": "#/texts/164", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 28, "bbox": { "l": 676.73999, "t": 45.76993199999998, "r": 688.4499900000001, "b": 37.3148557561056, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "28", "text": "28" }, { "self_ref": "#/texts/165", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 29, "bbox": { "l": 25.2, "t": 488.42691415999997, "r": 280.31199999999995, "b": 465.81608465125913, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "Company Information", "text": "Company Information", "level": 1 }, { "self_ref": "#/texts/166", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 29, "bbox": { "l": 25.2, "t": 441.84241191999996, "r": 698.5440000000006, "b": 388.20665445442734, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 451 ] } ], "orig": "Granite Point Mortgage Trust Inc. is an internally-managed real estate finance company that focuses primarily on directly originating, investing in and managing senior floating rate commercial mortgage loans and other debt and debt-like commercial real estate investments.\u00a0Granite Point was incorporated in Maryland on April 7, 2017, and has elected to be treated as a real estate investment trust for U.S. federal income tax purposes.", "text": "Granite Point Mortgage Trust Inc. is an internally-managed real estate finance company that focuses primarily on directly originating, investing in and managing senior floating rate commercial mortgage loans and other debt and debt-like commercial real estate investments.\u00a0Granite Point was incorporated in Maryland on April 7, 2017, and has elected to be treated as a real estate investment trust for U.S. federal income tax purposes." }, { "self_ref": "#/texts/167", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 29, "bbox": { "l": 25.2, "t": 378.24243192, "r": 385.93, "b": 367.80666445442733, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 68 ] } ], "orig": "For 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"coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "GRANITE POINT MORTGAGE TRUST", "text": "GRANITE POINT MORTGAGE TRUST", "level": 1 }, { "self_ref": "#/texts/192", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Q2 2026 Financial Summary", "text": "Q2 2026 Financial Summary" }, { "self_ref": "#/texts/193", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Summary Income Statement", "text": "Summary Income Statement" }, { "self_ref": "#/texts/194", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in millions, except per share data)", "text": "($ in millions, except per share data)" }, { "self_ref": "#/texts/195", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Summary Balance Sheet", "text": "Summary Balance Sheet" }, { "self_ref": "#/texts/196", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(Unaudited)", "text": "(Unaudited)" }, { "self_ref": "#/texts/197", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in millions, except per share data, reflects carrying values)", "text": "($ in millions, except per share data, reflects carrying values)" }, { "self_ref": "#/texts/198", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Well-diversified and granular portfolio comprised of senior loans with a weighted average stabilized LTV at origination of 66.1%", "text": "Well-diversified and granular portfolio comprised of senior loans with a weighted average stabilized LTV at origination of 66.1%" }, { "self_ref": "#/texts/199", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Overview of Risk-Rated \"5\" Loans - Property Details", "text": "Overview of Risk-Rated \"5\" Loans - Property Details" }, { "self_ref": "#/texts/200", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "13", "text": "13" }, { "self_ref": "#/texts/201", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Cash coupon does not include origination or exit fees. Weighted average cash coupon excludes fixed rate loans", "text": "* Cash coupon does not include origination or exit fees. Weighted average cash coupon excludes fixed rate loans" }, { "self_ref": "#/texts/202", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "FINANCING SUMMARY ($ in millions)", "text": "FINANCING SUMMARY ($ in millions)" }, { "self_ref": "#/texts/203", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "WELL-BALANCED CAPITAL STRUCTURE WITH MODERATE LEVERAGE", "text": "WELL-BALANCED CAPITAL STRUCTURE WITH MODERATE LEVERAGE" }, { "self_ref": "#/texts/204", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "18", "text": "18" }, { "self_ref": "#/texts/205", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "7", "text": "7" }, { "self_ref": "#/texts/206", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Summary of Investment Portfolio", "text": "Summary of Investment Portfolio" }, { "self_ref": "#/texts/207", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in millions)", "text": "($ in millions)" }, { "self_ref": "#/texts/208", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Cash coupon does not include origination or exit fees. Weighted average cash coupon excludes fixed rate loans", "text": "* Cash coupon does not include origination or exit fees. Weighted average cash coupon excludes fixed rate loans" }, { "self_ref": "#/texts/209", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "** All-in yield at origination includes net origination fees and exit fees, but does not include future fundings, and is expressed as a monthly equivalent. Weighted average yield excludes fixed rate loans", "text": "** All-in yield at origination includes net origination fees and exit fees, but does not include future fundings, and is expressed as a monthly equivalent. Weighted average yield excludes fixed rate loans" }, { "self_ref": "#/texts/210", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "*** Includes maximum commitments and outstanding balances related to other investments of $20.4 million and $12.7 million, respectively", "text": "*** Includes maximum commitments and outstanding balances related to other investments of $20.4 million and $12.7 million, respectively" }, { "self_ref": "#/texts/211", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Loan Investment Portfolio", "text": "Loan Investment Portfolio" }, { "self_ref": "#/texts/212", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in millions)", "text": "($ in millions)" }, { "self_ref": "#/texts/213", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Cash coupon does not include origination or exit fees. Weighted average cash coupon excludes fixed rate loans", "text": "* Cash coupon does not include origination or exit fees. Weighted average cash coupon excludes fixed rate loans" }, { "self_ref": "#/texts/214", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "** All-in yield at origination includes net origination fees and exit fees, but does not include future fundings, and is expressed as a monthly equivalent. Weighted average yield excludes fixed rate loans", "text": "** All-in yield at origination includes net origination fees and exit fees, but does not include future fundings, and is expressed as a monthly equivalent. Weighted average yield excludes fixed rate loans" }, { "self_ref": "#/texts/215", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "*** Includes maximum commitments and outstanding balances related to other investments of $20.4 million and $12.7 million, respectively", "text": "*** Includes maximum commitments and outstanding balances related to other investments of $20.4 million and $12.7 million, respectively" }, { "self_ref": "#/texts/216", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Average Balances and Yields/Cost of Funds", "text": "Average Balances and Yields/Cost of Funds" }, { "self_ref": "#/texts/217", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in thousands)", "text": "($ in thousands)" }, { "self_ref": "#/texts/218", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Average balance represents average amortized cost on loans held-for-investment", "text": "* Average balance represents average amortized cost on loans held-for-investment" }, { "self_ref": "#/texts/219", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "** Average balance includes outstanding balances related to other investments of $12.7 million", "text": "** Average balance includes outstanding balances related to other investments of $12.7 million" }, { "self_ref": "#/texts/220", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "GRANITE POINT MORTGAGE TRUST INC. CONDENSED CONSOLIDATED BALANCE SHEETS", "text": "GRANITE POINT MORTGAGE TRUST INC. CONDENSED CONSOLIDATED BALANCE SHEETS" }, { "self_ref": "#/texts/221", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands, except share data)", "text": "(in thousands, except share data)" }, { "self_ref": "#/texts/222", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "GRANITE POINT MORTGAGE TRUST INC. CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (LOSS)", "text": "GRANITE POINT MORTGAGE TRUST INC. CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (LOSS)" }, { "self_ref": "#/texts/223", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands, except share data) (unaudited)", "text": "(in thousands, except share data) (unaudited)" }, { "self_ref": "#/texts/224", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "RECONCILIATION OF GAAP TO NON-GAAP MEASURES", "text": "RECONCILIATION OF GAAP TO NON-GAAP MEASURES" }, { "self_ref": "#/texts/225", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in millions, except per share data) (unaudited)", "text": "($ in millions, except per share data) (unaudited)" }, { "self_ref": "#/texts/226", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Distributable Earnings (Loss) is a non-GAAP measure.", "text": "* Distributable Earnings (Loss) is a non-GAAP measure." }, { "self_ref": "#/texts/227", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "GAAP BOOK VALUE PER SHARE", "text": "GAAP BOOK VALUE PER SHARE" }, { "self_ref": "#/texts/228", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in millions, except per share data) (unaudited)", "text": "($ in millions, except per share data) (unaudited)" }, { "self_ref": "#/texts/229", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Distributable Earnings (Loss) Before Realized Gains and Losses and Distributable Earnings (Loss) are non-GAAP measures. See definitions in this appendix", "text": "* Distributable Earnings (Loss) Before Realized Gains and Losses and Distributable Earnings (Loss) are non-GAAP measures. See definitions in this appendix" }, { "self_ref": "#/texts/230", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Due to rounding, figures may not result in the totals presented", "text": "Due to rounding, figures may not result in the totals presented" }, { "self_ref": "#/texts/231", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Change in Allowance for Credit Losses", "text": "Change in Allowance for Credit Losses" }, { "self_ref": "#/texts/232", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in thousands)", "text": "($ in thousands)" }, { "self_ref": "#/texts/233", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Allowance for Credit Losses", "text": "Allowance for Credit Losses" }, { "self_ref": "#/texts/234", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Loans reported on the balance sheet are net of the allowance for credit losses", "text": "Loans reported on the balance sheet are net of the allowance for credit losses" }, { "self_ref": "#/texts/235", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in thousands)", "text": "($ in thousands)" }, { "self_ref": "#/texts/236", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Represents estimated allowance for credit losses on unfunded loan commitments", "text": "* Represents estimated allowance for credit losses on unfunded loan commitments" }, { "self_ref": "#/texts/237", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Other Definitions", "text": "Other Definitions" }, { "self_ref": "#/texts/238", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Weighted average portfolio risk rating of 3.2", "text": "Weighted average portfolio risk rating of 3.2" } ], "pictures": [ { "self_ref": "#/pictures/0", "parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/texts/0" } ], "content_layer": "body", "meta": { "classification": { "predictions": [ { "confidence": 0.5755661129951477, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.1663246601819992, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.07970412075519562, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.05269167944788933, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.043879467993974686, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a waterfall chart showing the reconciliation of GAAP Net (Loss) to a final value as of 6/30/2026. The chart starts with a negative GAAP Net (Loss) of $(1.22), which is grouped with a Series A Preferred Dividend Declaration of $(0.07) to represent a total of $(1.29) GAAP Net (Loss) per basic common share. Following this, two other negative adjustments are shown: Common Stock Dividend Declaration of $(0.05) and Equity Compensation, Net of $(0.01). The chart ends with a positive final value of $5.70 at 6/30/2026.\n\n| Category | Value |\n| --- | --- |\n| GAAP Net (Loss) | $(1.22) |\n| Series A Preferred Dividend Declaration | $(0.07) |\n| Common Stock Dividend Declaration | $(0.05) |\n| Equity Compensation, Net | $(0.01) |\n| 6/30/2026 | $5.70 |" }, "classification": { "predictions": [ { "confidence": 0.9561223983764648, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0221717469394207, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.01585690677165985, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.002192968036979437, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.0007084319368004799, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0006823385483585298, "created_by": "DocumentPictureClassifier", "class_name": 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9561223983764648 }, { "class_name": "flow_chart", "confidence": 0.0221717469394207 }, { "class_name": "line_chart", "confidence": 0.01585690677165985 }, { "class_name": "engineering_drawing", "confidence": 0.002192968036979437 }, { "class_name": "table", "confidence": 0.0007084319368004799 }, { "class_name": "calendar", "confidence": 0.0006823385483585298 }, { "class_name": "logo", "confidence": 0.0004531584563665092 }, { "class_name": "other", "confidence": 0.0003248974389862269 }, { "class_name": "pie_chart", "confidence": 0.0002892329648602754 }, { "class_name": "screenshot_from_computer", "confidence": 0.0002664744679350406 }, { "class_name": "page_thumbnail", "confidence": 0.000233435450354591 }, { "class_name": "icon", "confidence": 0.00021881036809645593 }, { "class_name": "full_page_image", "confidence": 0.0002040626568486914 }, { "class_name": "screenshot_from_manual", "confidence": 0.00011813629680546 }, { "class_name": "geographical_map", "confidence": 4.25701291533187e-05 }, { "class_name": "chemistry_structure", "confidence": 3.4786735341185704e-05 }, { "class_name": "bar_code", "confidence": 1.9474178770906292e-05 }, { "class_name": "box_plot", "confidence": 1.0771383131213952e-05 }, { "class_name": "scatter_plot", "confidence": 9.449989192944486e-06 }, { "class_name": "music", "confidence": 8.685378816153388e-06 }, { "class_name": "stamp", "confidence": 8.635616723040584e-06 }, { "class_name": "photograph", "confidence": 8.04726096248487e-06 }, { "class_name": "signature", "confidence": 4.714770057034912e-06 }, { "class_name": "crossword_puzzle", "confidence": 3.7868560411880026e-06 }, { "class_name": "topographical_map", "confidence": 3.339779823363642e-06 }, { "class_name": "qr_code", "confidence": 2.6525692646828247e-06 } ] } ] }, { "self_ref": "#/pictures/8", "parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/texts/67" } ], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure is a stacked bar chart titled \"CECL RESERVE BY QUARTER ($ in millions)\". It displays the CECL reserve amounts across five quarters from 6/30/2025 to 6/30/2026. The chart uses two categories for the reserve: 'General' (represented by dark grey bars) and 'Specific' (represented by blue bars). Each bar shows the breakdown of General and Specific reserves, with the total reserve amount displayed above each bar. The data is presented as follows:\n\n| Quarter | General ($ millions) | Specific ($ millions) | Total ($ millions) |\n| --- | --- | --- | --- |\n| 6/30/2025 | 57.5 | 97.5 | 155.1 |\n| 9/30/2025 | 47.2 | 86.5 | 133.6 |\n| 12/31/2025 | 44.0 | 104.5 | 148.4 |\n| 3/31/2026 | 28.9 | 119.6 | 148.5 |\n| 6/30/2026 | 35.7 | 130.2 | 165.8 |" }, "classification": { "predictions": [ { "confidence": 0.9952802658081055, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0039139497093856335, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.000660910562146455, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 8.914310456020758e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.1680971510941163e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.0528099664952606e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 9.028688509715721e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 7.946291589178145e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 3.5986151942779543e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 3.4657714422792196e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 3.2481430025654845e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 2.047195494014886e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 1.2102805158065166e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 4.840090923607931e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 4.740987264995056e-07, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 4.465862559754896e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 4.4189675918460125e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 3.991527250946092e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.293768091021775e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.923337151765736e-07, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 9.579390081171368e-08, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 9.292689640005847e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 8.226054859505894e-08, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, 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" 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The bars are blue and represent specific percentage values for each range.\n\n| LTV Range | Percentage |\n| --- | --- |\n| <60% | 19.6% |\n| 60-65% | 25.3% |\n| 65-70% | 26.2% |\n| 70-75% | 21.0% |\n| 75-80% | 7.9% |" }, "classification": { "predictions": [ { "confidence": 0.9998005032539368, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.00018315405759494752, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 9.453762686462142e-06, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 4.392627488414291e-06, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 7.512163051615062e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 5.554901463256101e-07, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 4.160441164913209e-07, "created_by": 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The chart starts with a blue bar on the left representing the balance on 3/31/2026 and ends with a blue bar on the right representing the balance on 6/30/2026. Between these, there are floating bars representing decreases (Repayments, Resolutions) and increases (Fundings) in the balance.\n\n| Category | Value ($ in millions) |\n| --- | --- |\n| Unpaid Principal Balance (3/31/2026) | 1,514.9 |\n| Unfunded Commitments (3/31/2026) | 68.0 |\n| Loans (3/31/2026) | 40 |\n| Repayments | (53.8) |\n| Resolutions | (76.0) |\n| Fundings | 8.0 |\n| Unpaid Principal Balance (6/30/2026) | 1,393.1 |\n| Unfunded Commitments (6/30/2026) | 57.2 |\n| Loans (6/30/2026) | 38 |" }, "classification": { "predictions": [ { "confidence": 0.9149507880210876, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.07131068408489227, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.005003569182008505, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.00361359934322536, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a pie chart illustrating the distribution of property types, labeled 'PROPERTY TYPE(11)(12)'. The chart is divided into six segments of varying sizes and colors: the largest segment is 'Office' at 48.6% (dark blue), followed by 'Multifamily' at 30.6% (light blue), 'Industrial' at 9.3% (medium-light blue), 'Hotel' at 6.9% (medium blue), 'Other' at 3.4% (dark gray), and 'Retail' at 1.2% (medium-dark blue).\n\n| Category | Percentage |\n| --- | --- |\n| Office | 48.6% |\n| Multifamily | 30.6% |\n| Industrial | 9.3% |\n| Hotel | 6.9% |\n| Retail | 1.2% |\n| Other | 3.4% |" }, "classification": { "predictions": [ { "confidence": 0.9861884713172913, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.005676326807588339, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0030691856518387794, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0017461313400417566, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 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"class_name": "geographical_map" }, { "confidence": 8.36890540085733e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 4.8875066568143666e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.89365943899611e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 2.0500652681221254e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 8.713791430636775e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 6.150043191155419e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 5.169455107534304e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 4.55593726655934e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 3.4582119496917585e-06, "created_by": 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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a bar chart titled \"REDUCTION IN OFFICE EXPOSURE(11) ($ in millions, reflects UPB)\". The chart displays a downward trend in office exposure from 2021 to Q2'26. A diagonal arrow pointing downward indicates a 59% reduction over the period. The chart data is represented in the following table:\n\n| Year/Period | Exposure ($ millions) |\n| --- | --- |\n| 2021 | 1,723 |\n| 2022 | 1,404 |\n| 2023 | 1,195 |\n| 2024 | 1,004 |\n| 2025 | 748 |\n| Q2'26 | 711 |" }, "classification": { "predictions": [ { "confidence": 0.591058611869812, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.4007667899131775, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00428787199780345, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.0013842006446793675, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0004981794627383351, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.00036679644836112857, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.0003375199739821255, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.0001935250620590523, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 0.0001460264902561903, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00012448127381503582, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.00011404561519157141, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 0.00011278864985797554, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.00010207571176579222, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 9.367296297568828e-05, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 7.755644764984027e-05, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 7.509856368415058e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 5.083385985926725e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 4.9046102503780276e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 4.233997606206685e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 3.350511906319298e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 2.7106063498649746e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 2.1484192984644324e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.7549291442264803e-05, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.1183758942934219e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 4.6276345528895035e-06, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 3.0108942610240774e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" } ] }, "quber__figure_job_id": "parse-01kzvdcgm9by0ynfshd71a19nf", "quber__figure_model": "dpt-3-pro-latest", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "11", "kind": "footnote", "label": "REDUCTION IN OFFICE EXPOSURE(11)" } ], "quber__footnotes": [] }, "label": "picture", "prov": [ { "page_no": 12, "bbox": { "l": 389.5516052246094, "t": 408.71510314941406, "r": 681.0648193359375, "b": 237.4952392578125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 291.0, "height": 172.0 }, "uri": 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" 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"confidence": 2.4928016273406683e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 2.0261329325421684e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 7.987983963175793e-08, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 6.978255129297395e-08, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 4.4533155829640236e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.6615452125279262e-08, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.659543436005606e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 9.274759626975992e-09, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 6.10294215164231e-09, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 2.960989453626439e-09, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.2217972189532134e-09, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01kzvdcgm9by0ynfshd71a19nf", "quber__figure_model": "dpt-3-pro-latest", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-1", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "11", "kind": "footnote", "label": "OFFICE PORTFOLIO BY REGION(11)(12)" }, { "marker": "12", "kind": "footnote", "label": "OFFICE PORTFOLIO BY REGION(11)(12)" } ], "quber__footnotes": [] }, "label": "picture", "prov": [ { "page_no": 12, "bbox": { "l": 381.9535217285156, "t": 205.94601440429688, "r": 682.6122436523438, "b": 18.613037109375, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 301.0, "height": 187.0 }, "uri": 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9999109506607056 }, { "class_name": "flow_chart", "confidence": 1.9856634025927633e-05 }, { "class_name": "bar_chart", "confidence": 1.9190416423953138e-05 }, { "class_name": "line_chart", "confidence": 1.8066933989757672e-05 }, { "class_name": "table", "confidence": 8.510913175996393e-06 }, { "class_name": "icon", "confidence": 7.406774784612935e-06 }, { "class_name": "other", "confidence": 4.739422820421169e-06 }, { "class_name": "engineering_drawing", "confidence": 4.360813363746274e-06 }, { "class_name": "logo", "confidence": 2.491804480087012e-06 }, { "class_name": "geographical_map", "confidence": 8.857941224960086e-07 }, { "class_name": "calendar", "confidence": 8.251054168795235e-07 }, { "class_name": "full_page_image", "confidence": 7.910443287073576e-07 }, { "class_name": "scatter_plot", "confidence": 5.163475975678011e-07 }, { "class_name": "chemistry_structure", "confidence": 4.3524431703190203e-07 }, { "class_name": "page_thumbnail", "confidence": 3.209966905615147e-07 }, { "class_name": "screenshot_from_manual", "confidence": 2.4928016273406683e-07 }, { "class_name": "screenshot_from_computer", "confidence": 2.0261329325421684e-07 }, { "class_name": "photograph", "confidence": 7.987983963175793e-08 }, { "class_name": "music", "confidence": 6.978255129297395e-08 }, { "class_name": "topographical_map", "confidence": 4.4533155829640236e-08 }, { "class_name": "stamp", "confidence": 1.6615452125279262e-08 }, { "class_name": "signature", "confidence": 1.659543436005606e-08 }, { "class_name": "crossword_puzzle", "confidence": 9.274759626975992e-09 }, { "class_name": "bar_code", "confidence": 6.10294215164231e-09 }, { "class_name": "box_plot", "confidence": 2.960989453626439e-09 }, { "class_name": "qr_code", "confidence": 1.2217972189532134e-09 } ] } ] }, { "self_ref": "#/pictures/20", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This photograph depicts a large, modern multi-story office building at a street intersection, captured from an elevated perspective. The building features a prominent, curved glass facade at the corner, with a grid-like structure of windows across its main faces. The exterior is composed of light-colored, possibly white or cream-colored, panels with teal or greenish window frames and glass panes. A cylindrical architectural feature rises from the center of the roof. Palm trees line the sidewalks along the streets bordering the building. Several cars are parked or driving on the street in the foreground. To the right, another white building is partially visible, and in the distance, a taller residential or commercial tower stands against a partly cloudy blue sky." }, "classification": { "predictions": [ { "confidence": 0.7236703634262085, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.19286413490772247, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.03302694112062454, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.016727084293961525, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.007993168197572231, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.005802777595818043, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.005654709879308939, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "photograph", "confidence": 0.7236703634262085 }, { "class_name": "full_page_image", "confidence": 0.19286413490772247 }, { "class_name": "logo", "confidence": 0.03302694112062454 }, { "class_name": "other", "confidence": 0.016727084293961525 }, { "class_name": "icon", "confidence": 0.007993168197572231 }, { "class_name": "engineering_drawing", "confidence": 0.005802777595818043 }, { "class_name": "screenshot_from_computer", "confidence": 0.005654709879308939 }, { "class_name": "page_thumbnail", "confidence": 0.005370201077312231 }, { "class_name": "table", "confidence": 0.0019138649804517627 }, { "class_name": "geographical_map", "confidence": 0.001886480487883091 }, { "class_name": "calendar", "confidence": 0.0007234560907818377 }, { "class_name": "bar_chart", "confidence": 0.0006262835231609643 }, { "class_name": "stamp", "confidence": 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is an aerial photograph of a large industrial complex, likely a historic mill or manufacturing facility, constructed primarily of red brick. The main complex consists of several long, multi-story interconnected buildings with gabled roofs and numerous windows. A tall smokestack is visible on the left side of the complex. To the right of the main buildings, there is a body of water, possibly a mill pond or river, bordering the facility. The surrounding area is densely wooded with green trees, interspersed with smaller residential or commercial structures in the foreground and to the left. The scene is captured during the day with clear lighting, showing the scale and layout of the industrial site within a semi-rural or suburban landscape." }, "classification": { "predictions": [ { "confidence": 0.9745448231697083, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.015418985858559608, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.004114382900297642, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.002339206403121352, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0012746274005621672, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.0009951255051419139, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.0003329163882881403, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 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Zqi/uA4cOLRu4uHu9uFh3DmUZ+jwPeYk25q+LBr63qrTUccr2qV6g0BTtt0g5LGas4ZgVY2pSfUjz7Jnh5NVGOBBczBxgDE+cPimiI9ShJorf0n/+k/+eMffnWwd9goWfbl6emcaIMRe/PmdlO34wNxfORPgljVvCgK1zPzWYINiRwxjn1kLIQAUkRpRAiy0L76/t3tcolY8vF6t1pXEGvHIbrnvVKEw9DHk4jMRqFSClG+flxN53Psjn7x11//cLFVFiKoGSUOp5BYA5Sx1uGu1lZJraQCECnVTGbe6ZN4loZQAoyQ44jbm0Xd1Eygo6N54Iu2ygWBkzjGUh8fHN5v+m/PrqXRfS9HSeL7FBi13nRlrYTHfJfFQSAcUfb13eLBKB1Q53B28LBaVVrtuvbyYWkhr6v6YDKRna5a00ujbfviNPzZ8znV2mpYVcNyVy23leMnu7xtui5LglFMUtfsTyLhCsqc7TbP85o7glLEKd1sH61SoyiJPMGYZoIQIZTFvkDE9H1ru34ABHWKFKVs22I8TuMwHhrZVBUXlHKn74aq3kEKB+6dX+1MDWw77PKceF7Z94vV49PD+d7ICxzKscsc3yKYF9tdsU2TyPcFgkBwCy0wGjVN53DXdRyldVO3210BIBQuhwhoiJvGVJU0VnohD1zeFjXijsHsbvGolNrfn0OgVutF01VZNGLYbTvtp8m2KBaP97MsmqfJULdGG8JgmoZ9NywWGyZ4moUcAat1UVV+5DPmrJcbz/Ex4m0NCY4Wq+Li5qFUg3ZAr0oPm8NxOEuF73EuOMTeIPX9/bVw2f7e9OLsY9OhaHK4Wq9knZ/Ox64bffX27vPvrhX1uh500hoIIJRAtcRA33EVNFXXUC4AHpSWCHJkQBLqFycjl7pRlHSqX6/Lm7vu8aHTgFgIILYQaaMVgAAjoLWEwArmEELLtiOMOZQhYCCylKIkCghBRg4EQo+oUWg5Rb3sowh8+mLmub5UeNfYN+9vjdSOR7zx6OPt5ofvb4jlSej4DFJkGecDxJtaVlUrpd01Qz0M0EKMsFWSIesLNk6D0KW+SylpQ7978fTEdH5V2EGrsioNlBbUWeJGvg+ttX/2z/70669/5VCSJFGU+MCotlRpvJdX+uLuWqP8YM8fBVFfG8ZYOgqZYJtVLaUsd3nfKNcXfhZ0vQoQPplPLdT1IDvpfLgq3ny4K5oyTj3Zy7JssmwClIxdEro4TQLC2c3DFlGvGuwX355tao0Y77uSYsKJw4WHEB76jmCIIWybFiFIOQUaMAcFsQ191pSl59EfvTgdWn15casH9ePPXgaxY7Ruyq7vlGyl7zmDsoMGSkpo7XwSxiFiDs5LVXX07cW9Uq3vEOH6D+tyXXahxyKhfvr0iEEIiQ3TsAdgVw6/+fy14yRdZ7VBGkCt5HwcTEIisMniOC+qh2Ve98BSf7Wr/Yg73GDdJB4STI9GExG4oceb7ZZCuH+4ZyB6f35dNJI7Pkewr3e+z7MkEYwnHoCyli2ykBGPb9v+7OaBew7jTj9opFi308ZaZaTSdeixKA64oJRjYLEc6NXd6vvLm5v7NQTwR6cHJ5OEAQsRoL7YNs3DqqjKLuSMMSI8btUucB3fCzijnGOMLNQIGFLVrQUGUxMEQghXadQPtu7ati5jjxNrylZiN+o1aJtqlKYE07Ish6HyXO4K7vrears1FsVehBRsB1k2hdYGQhbFKeP449WHqqkcISDGQ2viUMwmoUN5ue3W653FeFO1nsja0j4ui1pKL3G9AENVcjTEoUMZ7k3HHZHEcb7L7aD2ZqPH9e56UfvJwcPjNnAZw20r9Yd7efaxZpgPbWuAxgS6jo08HTvw9PBAI3S7fJxmCeX2+uYeIOHzKPSwy+V84hGE2m5IJ/O2d373hw/f/HClIFVSI21cxuMwnowSxhAE8snxNAr973642pZ92bR5VQ5Dj6CJgsD3XWWMlMBaRWDnu1S4JPRNIoBHPdcL86apuj6JgiwVIuKXt5v3bxdQk1HICQIUGMaQn6TvP94/3BWccAI1d0mUZc3Qt10rOE18AWTreSSIAtn3lNWTSdC3uGrR/WJ3+5BrgwkCgUvjwIPW2v/mz//p4/2HMKJAV7NZCg2tCi0NiLKk6/vF46Jpa0/EjAhKSdk0g5WEi7Ko7q4WzPJsFANH5X3uUPbkcG869Smx0LhdLy7vVh+uzg4Ppw5z1qscQ2e33DVV7bni5Hh/PB/95a++etiUzCFp5jVdHfjRZr3FliZp1smhbXvP8RlmVbWzWkZR0DS7/ekkS/yqLcIkLYrCD8A49ZCi+U5f3i1FwKfTDGHn7MPi5m6FCEpmwXaxGBosLUOUj1OX6XyWhcILV7uqU9Zas1uv2k5DMdqUUjggCdV0lDFMQV8K0o9H/mxv783Zw82jelz327IYrFKQY8IZGFLXvtgfHY4nTVs1Bqwqsi3aKCMU6LpoksjxfOAz5rgYEgtq6QLqxbzXZlOqZkDtoHfFrsh3nsdPDuY//uS0zh+bfJWJaBTHjkvqpl43fQfIm4vVw2YwmgyVxIYQZgCugsgjmE8SZ3+MBUOBPxdecrtcfLx9XKzKdhgQcouN5NgQodddJbzx6m4XUhZGXt5u5VA+Oz0aZ3EaOvNR8Hh/JZt2PpkO/WAtstYKx0GISKnbbmAOB9YAOwiPbcsSIjF0sG3yyOfjOKGEGmIHoPKmrwfw8fIqDMXzJ4ceZVL1g9ylsas6Z7c0iFHD7OO2/eKb9+td7rPsdBb89JNkHse79XC1yB+b/n51/9lPXnos3GzKpu8bVU73UkGs79g44LuibhTplGUMuAx4BMfCu91sH4q6am1Vot26NLraO91rYfDVq5s+77ExFhmjbRo6L5/FkxhGgjiERp7AthOh2DWdsZAghCm/W68ZB7KDzU4e7U8dl1Sd/PL7D5qGskbC8oP5dG+SzscJJ9Co3iEIQtRb3hq83BWLTf7x4ny3W4ZRTB3n7cfLRlItqSdo5EuMCl9QqyAyxHW5tEq4Dgb9s+M09PlqO6x32A79k32XOw60ynHAeDr//ofL1WKXBb7pO0L43snJ3XIx6AEgi6E2srGMFRLdXz8GXn9yMAbWXefqMc8VRpvS3N9Wph8ST0Br7T//X/7s6uyrbJwBApyACwLNIHdFxXjsOAlAZlcub+9WnGZCJK/fvtu1xZNne5FAI99P/RRjXqnu/PH2w8Xl4cF+FNBpHFWb/vXrD5P5NBk7QUBD37NGUUaLomya1hHewd4+Ivz//MXny23z5GR6dJggMyAL6lwV2+709AhQ2fVN4CWyV1LVwoWzadjU28vrYpfbXmovcpPMC32m2tqlThCl67JUssuitO3QZtcrSJb1urI50fTdt6uzjytIvL35BKoC6u7ly5dltYVAzsfjrqoGaYk3/c0X7zSC8dhxBfApnQSpqbe+a4+fHiy38v/6xatSBz0xGkqIBDDYIzJx1cvj0TxOO9m1wJ5dbZabPEndSDDOUJK4vk/g0HLhKUvy+6LPu2roK2taRYAmDiKdbKXsuKBZFh2fHG7LXb69P075j05mR9NRV+XakFrhv/zNN6vaTmczWfddZau+7nCHuHCZn/nwILMTzxknewYYaXriBpsa/O6r9+fXdV3pSIBs4lSmF26Sr3ZTPxhPR2fXlw7nB/NJHDFi26dHo6Zcd3UxyZLQ8ZAlRdW0/dAp3UvDiONQwRhbFSvqQN9l1DpDDdpmt7fnxxHN6/52OXQQXS3LD9ePWssXTyZP9gOfwbwqtG1Oj2ZYuUNJpOqDkWBu8uXXF+8/LDESWcxmIz4O/UA426Y0zNOqno9cCrGyuNXw+/OLbdlGfkqAcbnV2gzSCuG0baFlOxuPkii1xPS2VQYYxZqdKrc5F4KH45v7NQYWGqUAKJquH4onJ2mcuLoBy+ulQGY8ckf7813Zl1XNqHF8TgStmrarKgeiZ0eHy8WjgQASHzuJYLEDEAC9IwDBBllrDIy8zAtiIphUSknIuX979fFxeY0cWmr9yz++anqv2sJiV7q8HUfw0xeH47GL0cA52e4qxvy6LEZx6DlOUdl1ibbb5XxMues1ZRHHzvHR04d1dfb+ahSld3frjzcrLx2VXa2BtLrJAvL0eGq58+XZ/d3l8mDi7o1DbJ31pq6Gcv/0ZFvom+s1VP0s86G19o+//J9v3n5eNvDN5cIw+snJJOSqa3XbuBYkzLWWb7d5c3VZty3Nu77o8uPj9Ocv9wNiuqJnPNCUdxb0Q8cwBGZI46hYN69fv3c9GiZ8ksUe95QavMD1wqCX5vFxGYRxWctXr+/yUnGOGJEH+1PfcYHCH89v5dCMx/5kEkaJZ0GrTMsYtKZzvejqkf72i1uo0f7cHyVYYMQRHiXubJru6kKrTrjYIlSUvQRk17a368fnR8fIiN/94f1y3Y0nM8ZM0xZ+4CsFX331bhKPppn40adHbhD/m9+8PrtZNdokAZ36/Ml8bxI7fV8EWQp59ou//uqHiw2kHGFkDUWAMNTtzdxJxruytkBNpmle2/fv7ijCJ/vh/p4zmnBpe9WrTWWbnhAD9keTHz7cvjl/hDhizBEcAt1C3ai28n0xmY6pcMtyfbIn9saeT1AoHMfxhJ988frD7aI4PT0hFte5Xu7WPVEf7pYYxZyi0OkPoiTgwa7bFqoSUVJV6OzDZrsGEECAKsyUJJZgyqE+3ZsAiN9+vNUa+66IfYJs+dmnh9PMV0M1HSWTKNK9rKq6k0pqeLdc74rO99IgHK+q8ubh4ydP5kiizaKBkDAfeyOx3nXff/sggQVc1N0gGPjk2fjJQcQhfvfhZrlej2JvGsZ7WQZROZ87lOKuw6stWJX1/aJYPnSxG754Fk/2YNU0Tacwhh7GQoiqM61i1/e7uu4YoUb3Rva+IAd7mXDI0LXSmKbv4ziB0FzdfWSUPN17FvGoKpqi7bblVgg8nmTc9Xd1u9k+QtoHYYrs6Pd/uFhvlj99OfnJi4Plavvu/Y3wkg8P6wHAwOE+k2kAZ0nmUBZGDneABdhA53GxDXwWJ2LoqtViEbrxZDSjhPRdbi0wwKHEr4p8l2+w41jKz68eXHf/8rr45e+/gli/ON07mqUjoSYJoiEspaoa0zbWKlSXzXpXa+gL7nKs1rsSI51G4uDgSAF+/uGqbXuNxIebVdFLS6jDMYX9PGH/6JMjxO3b64fVbe9RkUYOgoOB/cHJ4Xarzz4u+0EB3ccRh9ba3//qfzp79XfDwB5Kc3G/iiN0NBdRkNxeDaulJQJQr3eD9Oz9+up6x1wmPHC8n744mTsQ3dw8Xl7fI05n89E0jXxG82rT6T4I0zDIlDbb7TpweeK7bdshQqUyUpl2kK7nIITr1gwDQAgtV4v7+7swCMMkFIKrph/yjhAUpV4Uc0whJbhtamks9tJXby9lNZzujzgaPB4czA4xlK6DjdQSyEW5qGUbJqkcDLI2DF1kBmhQJ0lemmYwy80KIOtyh/Ds3/zm/H6x3JuKZ6fu06eHBvh//9v333z/yCg93fN//Hz88mmKgcpLCUV4v1vfPaww8IRIbq633/9w3StJuWacAA08xx4dpKPRuMwbVbVPD9I4Qo6HBwTu1s3lY121mtryT372XGr+r/7ym2JHkyQ4PEgI6AVRacAO9kajLNkW204240j4AdNWhoErpayqlhK3qwalUZyMVaXubz8Go+DDQ3F22RjkWjQ4jA39gBhe7fJ+sBDyfDdoZY1R2mhgNKTQceDeWDzdT3sFfvflmVQ0CYNAgMgDp8fJ3iSIA+YwDLQyxgJlBGEUi8Gyb86u73ctdJP1pthubz45ySZhQCHjIrxZrPNeX96VRYUG2bqCYAAIklGCkywi2NkW9Wq1psZmnvjkcOZQtT/zspg6TDQ9kEx/9eb+iy83qT96/iSIYl1UtYKIOSQg6GA2rzvz9dvLdd5ZCBDUDCNi5XwcOhgwwozB66KU1k7GozB0bx9vjZX7WTKP4kj4TVf0RjaD9qsfU/8AACAASURBVCPfKlOXbdd3kFkInW7wHldtWe9c3O/NEgXRdlWOxqOL+/td04yy2OUk365BzzN/FIWUMgWMdn2CwOAwbgBAiN0/LKVUBFMt+1nkeFG8qmTZaWABwcgaYAxQUnteqCw+u75WADW1erzfuhjHEeYRapV5XOcaMAxZ3/QQU8fzHUKMkp3SjCDV5Jx7nWab9dYoaThtle21hYQHrusS6AB5NE20agary1yVRUMIUbonAswP9h8e2rOLK2UVpSzwHGit/T/+4r/95V//71EYRuODV2/eN7L96c+eC5befazfv7+HGHIXO0IEYbwtt0A1zKqXz54wyjw/fX9xe3l7N5+n2PbIWoRoXuUDNNP9feE4jDpD03ECsoQ1dSUcp25aoxGhXKkeGuBwgjGGEDPKbm9vHc6JA9I0IgjX28plQinb9n0vpR8EhBAA0KZvH/OdoCTxvPVis1rlSTbGDAmKnh7sJUn69uLyzdm74ydHiS9cAkeRixBo277vpTYQUkdCNAwmX67DeH6XD3/1288n0/T0OD4+SlwxfvXt4u9+ezaoIcv0p8/i//DnJ8ejTLVYGrwsFpgCRhzXTR626hd/9fvzm/s4jR3KhlIS7BBHaNMe7Hk/fTHeT9x8uTaIpLODN+ePX7y6NYh5ovz0eWxx8OvPb64uy700+PTJyKghm4ZJ6gkXOQJdXJ6FvusQarVJR3GQ+uvNquu6JEgiL2raARHuUf/j2Rs/9nsb/u3vLhbboVYVcCikwEpTLDtjCCC8U1ZCaW2LJOAAIQzilPz8R7NJDDQU377dXF/moR8IqscJP5j6R3tx6DOCYN/3UgOBKAGYYsG80e++Pf+Xv/pjj30IrOeYLMBP90fTVMSR60Xp9U3/179+vekhhAqYniAa+QIQZRDopOkGhSAW1IFD4xNzMA7nY3cSk71J6rkejuR9qf745cJ0OHRRWRRMeL3qEehHAfnZpy96Tf7133xZGyqBRshGni/b8nh/ioyFgLedXa13ANjAV0pV0jiOEId7/vE0YkY53LiRW3W67beUoEmyrxVfrsvFetNp67guI/z2Znu5qO/LEpvmTz7b2597EJjr20VZKN9JApGqflCqZgRZqaMIhQHUAK53dTXg3vKq1xDzvm6PY49z52Fb3S62FmhrlNHWWhhGThrTJOajQBzsHa229m9+9WZZtgo2qe9x6izzTd33s3TqC69t2zzf1S2oe9waC6zEqgYWK+QP/QCtlNhoq6w1BGKKCEUEWq21MQZqBZijgoR4fnb/UFBODOjLfFCtxBACaHzPgdbaP/+v//T7b/9mf5YcHD69uN78ze++CafzrjXYkLpq6nIgmAItk8xJM4FUM/P4P/rZT1oJHop2XfV5XcYe78q8bM3tqiyannDX831gGgKH2CWTUTQZRU2VJ7HIRul6se3bYTza61pFGTR6qOuaMiI4G2dp1zQEkSD0mqYIfMcCjSC5u91stg0kXl7qDiviy4NZlHojVaOiqHvdDVo3vXLckBIm+zZwmaAGyI5jzDD2A08ETtdW6/Wilpp4YRJkpAdWWn8UfvX24m5dMReNR16aZKvN8PbD43pXIGJGLv6Hzw4PMw/qPhuNIMe7vAaGDgYtyn7T6ofVIkvd/SwAnbp8HH7z6n67a6cZfHGIf/r0kABx+7ARIQ/C7PZOPq5L36v358wJsu/fb84vF1RVP386GZRa7MpolB4czJt2N3SbZyeH1Lrn59eM4zjx8u3aAhMlMXcczGgYJOfvHq+uL3782Y80iP7iX/x6U3R+TF2XZuNwsrf/6puLu4dyGLTUFhADocUWc8AcBoNQv3giTg99aehy43z77Z01cD4J05CNIyo44tgyagWnURASBKXSVISV5N+ePf7lr77ujHA4B7LjBE/GURRAxx28MHp8UOcXS621BUpZbQFHhBkgAQQWQAABRJhTQaHW3S7i8HgvmY35KHShlOGE+ZPDv//txd3NhmGoFYxHsYFa9btRKP/xZ6fA4I83O8efXXy8GzTKO7DYPh7ujQ/n0/V6t17lwoF6KH7yPB6n6fuL9u5xd3wcnO7FB6OEUdXpWgRhUT0Uu03gzinb/3C+ulncUw/5Hsni5Pa2OL8rW2sidzgck5P9uewMJaytQVNqiFSSUkKB73jQ2PdnHw2myShhLh0surot3p4tMQuV1i5VhNBugH0PmrbN8xwSjl0f6HYS6CyEeyPnH3722WTy4vdfXPz6628cn/z48JRhbgn44eyHJ4dPYhG8/e4NIWTd2y8+XNWDhtA62BiDFXAgwNaY1iptJTSKAcMQ1MZYQA1E1hpktR/YJOOBP13e1xgDDO39TQENoRR2qvIDCq21//mf/SevvvzldJxO5kdfvbr++8/fGcak1hSBwGMMQ2JAFPhZ5nkuzALnk8P9NPLyunh7fpM3jRc6rsuHZsDMLRtzdfO4XNdChFkqkgQf7AWCUoqZ0TIMBSZos9l5wk/T2ceL68kozNKgqZu82I5GCYa03DUOdyhHne6UbbPQYwAxxOvOFor/+uvLamjjVD8/nviEYQmjUCBoqn5YlObrd8tdXk4z/0dPJpmLKFRB4MhB5qtKMC8ZxQbBvGmrpl8u15EIfS6i1LOcny0Wj/nOIQx0ejLOmMO2NfjN794022YSBIEAjiOPTmcHR4fvLm5W26EdTD3IPK84MUfz6Ocv9w/2kqv18Bf/8rvLy3w+FeNwmPjR8cHzsuu+f/9DEKZa86LchZEZpT4ETtcZP/Ca8n4+dvf3T87OVxeXj1mWlMU29MzpycyhflH36+0SqP7kcA9BG8Y+APb2/urw4KDro9ev3z57PjLI+/tfXVDOXdcUm41wndNPn94v6i+++ECQDkKsBnRzt+2UFSz0HCy4Ojrg+/skDvymDr/6bnW32B4dZFkkiNVtWXseiSKS+mQ/SzyKMMYDFd9dFn94s/hwve6tIQSZwRBEYz9AaNCgk9q0NdQKYmStVRZAbbFFACMIIMIYIgAIhoQSYJQaWopB4DFXgNBlHNPRKAA0/ObscVv3BEIs1WTs+aFTlCtB+3/82QsKgOsy1w2Wy+H8tnx9uSz6InLgi5PDIq8eH5bzafj0wPv502yUJl999/ju/OH0+XgcOtMki0J2v3poDKi6tt61fUMsTi4X222znYyCkUs4M6XqK0mbQh7GfJYCCImWghNGMVcaKS2ZQzA0gQf8AD08tkVBHW4JbxVgX367+vbtinLedcV0Eh0c7j3cP5b1kNcybwZMOWOMaB1QMI6d06N4Moqt5XcP1ddv3zk+fXnwRGCRl/lit/F8v2n6PC8c4S6K5n5bKQshBAhBAJAByAKktemMllYjYCiwHAH7/8OYMMqU0hBaazQAxGigzQAxAoYgSAC0g+wD34HW2j//r/7LX/zfv8gms8aQV9+ct531I0agZRjO5uHe1I89J4sj3+dp7CW+K9s2LzZu4GDk3N4/IKw9L9rtOkqQ4/Gq6x4XBSVhW3eei54cp8harRCAoGrrzXbDhZeOplLBd2/fC8F81y/zQqr22ekJQmi7LoDVrufWQ1c2u6P9PQcTCqzjOqXBv/3merWt4xAdH8ajgHsOFwytNmulGHNG211fNRUA3XQkjKplWx/u73si2Cyq3SaPIj8ZxVoriMnDpry9WxHEDvYOatms6206GRGFTdNPJ54X0LqxH84311dLOaC6GSyCTug4Llvt8rw1bQ+k1AAoTofnT6YvjudZ7NWDffNu9/qHS4MVBiqg7ijzPF8s1ru8HdreUkoCXzCCN6sKGuO6OIq4EMQRwW6rVquV72lPsMzLAk+s6914HEwz//HuWlvMmR8FzuEkcmlDuBlUfHWTex5eVfb78xI7/f7cc5GjVU9di4m7eswP9lLhWNvTi7P7ou4CL/Jc9vD4IDzsRWY+S5uGv7+szi7vCWMEY4dToHsGTZqEJ3vpwSx0mbWyl5B+e1H+7ecft50BDoBII4PtYCmAHmNDP3DHFTzupep0izAEFgCrMYIQWEIcAO222HIXHO2PVVcLxhEkANrtdqkhIiLCSG027d1WaogxGrhp9hMvGUXSWkHJ8WTUlVuMq+k82Zs/f39R/ubr26prDibOfOTXZbfLhyyL5ik+mvIkFu1gtYEQVdYAYEiaiuVytyxsNRgjoSuyAfCv3v1wv7zZj8VnR5PDJ+Oekdul+vD6eu6hn3+aeYGb53ax2EGEHM6qukOQCcFdnzAXVHkeuclkFPR9+/rN5tsf2t0gMZddX4aRdzQfeZgACYpGf3jYQC7atqbWepBMRtHxQTgZh9aSzaa/X62lbghgBLLVNq/6oerlpiylBUpbDZACCFgIILAWWGsNsBAia+xgtLYGIUABIBAAYBGwFGHOuNS26yQA2EKstdRAQmwhRMAiBJA2MvAEtNb+61/8i9///tWr7z/+7tWbugVp4P7ss1kWucVuF8b06DATDmmKUnDhIAqg4gJBpOLYT+Lxar3Liw3jXl2orlfCEYhgixHG8OLsIg6ip4cHRnfU4WVTN0O/WBW7ovejzI+yh8f19+8vdnmvFXQdOJ0kruvKTvkucRwmrTFWSq0QxA7DDge9lattbzRvq/V8wp+ejDnF3MFaDVEwVT39eLWOooDQIUl4UeSLxYpQj/NolKTldtEU69ksTbJYW7jY1ReXD12nR0nYtjkm8EfPnsV+DI1tZdHbKg7TZic7pYgTL9bt48MOYUBI5QaOF04eFs393TrNsrzLm6ECkubrQffWWPKwq2s5QIsdDDxXTSdZXrebptTG0dJBRqcpt1aVeSG4cF0XQDXIVhvUNk3gE4fiNIhno7hvCt+Dp0/n1ig1EIeHdzfXYYhePjtc3t1dL5bS+owFr88Wi9pKuN2bh09n81FKIDUfzm8oQk9PDtq8YZBNs7GU2vcxwkNV1pw6zEEYG6nE5aK7elx3Um/XNWUBtAbbIYtZFHPHx7pv5mmQxNH9Wn/zw+rD3UYSAI2ZRGNoWgHl4SyuymKUHBwf/KjXoNZdlEYIAgQBoxgTrHp1dfXxbz7/Y6Paf/Dp4V7EI+FYhRQA6+226QYDCPNxM7jfva/W1dCaCtgucR3PI2ki9sfuOPA2D5uurZOEHO+nlHoXl+3V7eL5031OrPCT9zcPq/ViFNH92UgpBbVJIuGGeFeCi8vF3sTP4my1Hb4/v5AaJOneKm8ubu+qYrfn8v/gH3yGXPT29mpTKiNRwoenh+58NqoruMmHtqqODkdW94wQ3w0po3m93eW5K9ws5WmSPT7Q//fvzm63K+4RY1jda0507CIPQwtw0WiAhZHaJUAQHcdBnLJsFE1mR6tV++HDx7orFHQM4t2girIepG67ThtjDeik6oxCCEMAtJLD0AFrGSMA4l5ZqQ2EEAGAoAVaU0I5ZQQhbXU/SAuIBVgpjQk0ajByAJAAxCwCnoehtfb/+Vd/sVmsf/+H77549QMT6dBun52Gvhfd328QM+N5mCT+Zr1M/NgOymrpuCjLXD/gwvEoIU1XVFXVN8ALXCUxgh5z8WJ52ZTVNDvQjfUDHo9DiGlZqTfvrt+8vUY0wMxfbIqP98veIEw4AopQSzAVThCEQqsCwMFxsNambrU2gHMA4YA08b0MABm4Kg1pGIhe1/MR+/c+ffl4X/7h2ztHuLNpcHQ0Dj2R5/X94yYI03Hsm6ba5Rsv8MIkIpTUTSUH8P8xBN+/tuWLYdC/dfW61+7l9HLr3Cnv2S/PsbEdgSLgJ/4YJJAgQSBFSAiJkqCAUBLAThTHjt+L49fbzNyp987t9fSz9zln97L26utbyOcDgdRUoVDp2ZYoZJJKJsnNYnIzH210erPriVOxNdM6P7tRkbm/061WABAR1b00lqtlDLGaSMYILXP10dfvBjcTQfH5YMYl8F0dMLYOZSYwUikCMF4lqqoouPjw3tZmrzMZjrqdDqU8y5bj2bVm+dc3SyEQReZ6uTzYafQCh/FyMB5lZbm7s4URnIeryWLpmXXKUYnScJVBqb87vs4RNDyhEmwb6s6hb9rui2cX82lYdVyWMk0BW9stTGGzZRfZWpGoEdQULIp4pen+u+v86PK61wksTZuNkyTBN+OJwMxy1TSPIU93W367Znpuo4SV4Tp9fnzUP5tQqdo66jXMwAGuQ4GAhuZh4hpW4HgeE0wCyaHUDGM0HD57+fLpu6swz7c75p1Nv2apBJM4LZK8NDRTcp4pDNH2yfv8ehQiSzUcM0uWy/WN7/Nbu35gWEVEMDRtXbpaGHgKIuZqXQAhkIROrTaYzUfjYbfudDrdq+vFfLxQNKh61ulFfnE+2GvZ2+1NoBpfPPk2TNJqvS2RPpuHLE3vtroffvjhv3/48PX5GUeEUGKqUkeFZ9oQGEWBizyqVmBgg3bNC1wHg1LIFGlulCvpeu45xK9tfvXo5lefv8xLSYgpAUQwD1ydEgEAYgBqRNGJRAIQoue8zETKIILELpgSRVmaR4IBCBGQUgqBESQYAcmF4LmECZdcCCkEBLIsSylKQrAEoGCi5FxKAAGAAAApCSYKUSCEXArGGZcQACQFQ5LpBFZcS4ByvuRxopmWBaWU/+gf/bfzm8taJZiHUc7o0fGbTs/UFPf8Yq6Z7nA5JSqEiGHOfcOyda0o02pVdx3Ftu2Kb0fxdB2GFbem6kaUsNU6slyka3ByE5rUJ6jQDWhavmbUCLaOT0fPX5wOx2GclpbnIVWDlA7Hi/7VAFKEoA6xBSjRSHTQUQ92q91OMwrF1XCOCaSQiZxBVXdrpoqK6dW1V2lojmko+YPtlsjK4Zyt4hiqgqio5tkmUbCQnu3laTaazBbRWjMN3TFVRRFl5ugmK0W0TnWFmjqhKj27Gr06vbB937CNmm+BMvV8N1ynr18eVdxmr9PLswQALikFZWkTrKsEGWoihIJUKvB4sZimyXLJgRD1QNUwClfG67OR4qhSqP3+8dau120btqpr2CNI1hoKYAWFWpxmnGiT5aKUiWMH1/2oTGIFpzW3Gi7K0WzZ2K6mYJ0Vkud6OCuTdGn5Ns9Qq9bI0mS6HlUbWpnzME6qbava6r1+Pfn2q/e1SmAYyHOxovBazeh0Gm+fX4oMHe5vVis6ECxL83cXy+vRvB34Ncc0dUvRvF988c1guWq366bCDCo8DdYtUnFq9dadFNu/+Pbb56/PywxYKqxViGfLrc3GbLZIosKxfN+v6JaVFvxqOD2/GEqs5iWKk4wzkCbzmg/u7bccA1JCFVVPs8LQ7GWS9NMwShBYqwY1SmIIomG4xGRuamm37sSLrChVw/PaVbumIsDyNWOKbsEyobDUDF1ilafSVogTmLM4PbkYrbJ5e7t7crS+Ou83HdIKNkpove+fEQpd13Ec/83bd4aK//jjj/xa91/+7NN3Z5MSqCVnBBcqYRqGGJBSSN1QdB34jmYpRAWgailN3zRcVVKFpwzKxK5U3x6Fj5/2AVE819AQczTUblU5YO8vB6Nl5AYVz7Ud1ZCZKFhZSl5ysFzxOCO5YHkRi4wILkvGGOACcACBwIBJLiUAHAkhuBBcQC6FkBJAVBYllwUEAgIouZQSAAmFkFJICKGQkEnOAQOASZFamtjfaN7e6blVsIrKhw+HkxGHUsr/7h/8l8P+Ua/bTkpweR2NJqNqTW5320Jog3F0MZxTS3VcRQHcIAoFECFRr1kliyt+1TH1NF1dDW4azc0SwGevTkbjWbtrffhg16T2+HpRr1DPRVyQJBYI60IqjJPFcsUFoyrSCLVM9+YmfHd6cT2dT+bFKsIM0Uad/PBB9e6O26o6PEelUJdhKFlBAKCa5lVVU+F5XiZcH0dZuFztN2vNirtaRzejsSB0tlqomDSrnqMSW9OxZg/Gs9li7roGVTCAwNB0CGCSlkXCyyzmedRsN6ntvnh/ulqlpqZub9UMU1bcWpnxs9PzKEkQNSeTLMkER4WOCl9BO1ub1K198fRNWZaHe93AwnkaqZprm77IQpgvu/XN+WwtKU8gAFSjCqaqxIQkWYkooRTAonAUMyvym+m6kNyySVAJZKkuljNMCl3Vs7C8vLiu1D2v5qUxFyXFKl3m8ToTLJGeLW0bZ0URx6UCnLyU1ORGRT8+W3758My0ra1dG+FSMt5tuEFQub6MozAjNN3f7mYJevv64nI8k0haqlpzfdPyOVZeHL8vCKhV3e1WoCNAeVLV5WK8FLBiNfd/9vWjo4tLgrFvG42qQwhDWM4mq1VYQKQgComm5gUvuUzzIssLgYkUIqAmYWk9UHobgaYSxqBteEkc81xopv/doA8x3av6nUpwdB0d3cw1srh/YNzZDFQswoiP1/J0MjMM3aeGDknJueVWbJVQVHBQCkJACXzdUHVtkcKHj16kfPrhx9sNp5fGSRgvLvvRfFEwWG60alSK6XTGAWw2g9123bIqv/nq5eVgXUAa5xkrE5UQg8KG57iuLaC8HI8ZgJqqVF2z5ZCmC31XwYri6gaGXDeq4wWPcu5VfIzQdDqO4xhTY7hIfvX510lRVKt2r+nc2nL3O+5Wq2PphmC8zGBWyHW6TMpkvcbzeRIlGYMoKdk6TjIuBIIYCIWzsiyTkuUMMglKCSUkHJCCyyTJBJdCAiGg+A+4FBxAiDiDpeSFZFKWSOZVR2s5uquRzR233rUni/z4/QpKKf+vf/rfX1y8nUyyi8Gs1elWa46pC98yIDa/fHJ80l+5lQqEkR9oVEUqURbDacW3CBbNelDxnTCcv3n1Tgi91vHynF6erxxX3djyKFamo7WuicBXLbNyenQVJxHCXNVos9mqNar9walJgQFNJE0OACd4ndt//eMvmeT377e3u3bdo1m00FRVt6tv359lRXL/3iElkEDoW4phKSWkz86Gnz58alHl73xyx7PUVbQixByNlut1qhDYrlkb3VaYlnEpSs4Ika6jUsQwUS4vptNpGPiOo9K655mWOl+vqWYVaU4R83w7SnNAieAMioLIEqvG9US+ed2nJN/oGO2aG1TaV4viF1+8GC0ylfDv325u1UzdtbygFa2jr7/4rFPzt7fajqXdDK89twOBuUzKi/GNVES12r44GubR6IN77Wa7GcYszXgUprqi7Wy2V+EY4pLqZpmz9WLlGJqhGvN5Np6nelAZhYs4QuObcbMJDvermmEsxjksDQCwV7UW8fTo4grjRv9yVG/qzY5DCcAS3VwvFaOaC3R+9AoXESwg1fywkLqlA1BQChjQjs4mUcmIrkDAfVPvVe1OoGy1LYOqo6uV39yepfLx81fLVRKtCymQBNz1weHtwDbdp49OJ9Os1vC6vS6EdLmaC5kzwUc3S1HKamBv9OxWw8pyfnMTswz4ru2YHof6r799FDjmxzv1w53twUr86Be/rjr8e/eae93AsTBSqCCVf/uTr/rjdVALNCwwl81as0iLoOJnIgMqSeOIFbFuVuZL/OjJMaX8zmGj4TuOp3GCfvW7R7N5Ztvq3mbHwPq7N8fdjV6t4aSrkUZxlpfVWovoxvHp9XCcxQlg8brjaXf3uhxkaybf9q+Ihj443Ok1PNcUKpaQc981DMNcxfibR09NW9nbPrgcrP/2ty8iqWQSRmUZRqGuABeLqkrbNXDrrvknP3jQrTUXi2g1X1kadW0dAiQlzpOSMwEI4hAVHJQclbwULCcACAkYRBxjABEQIM7ZZF2UQr0Zrd+fXq2SggkopIBSyhJwAUuISgG5hLwsZZFpSHoUmyrSXGJV8OZuTwoVSil/9fP/483rR5MZi5Nse6vuGBor8CorY649et5/9PhEVXTHVlO5zmCqa0rDMk2V+I7mmoqikOFoLCGUgNqBZuj+u1dX4XJ57/7hbLRwHafVMpmMDb121c/eH19YNmw0vYpXUXXKymWrgqhgXOBS0vf9+SzUVvOi6ii9tmPZJs8LItjGRiPJ2RffPHUc7dadbpInSUSzde7buFoLjq/iv/zbxwDwgz1/b6tGaVlKzhhsNzfGN5NoNfvg7gfng+EsWodJEibzjY57/3Bru7v9+tVVfzBu1rWaZzu67nrW6fk5E0CnOFnffHz3FsDqs5N+yikEMDBJ4JmlNL789mg6n9RbysG2v9lqEcM6u0q+/vpUQ+DgoIFwXqtWeQlds35ycnXRP779YPPwYGt2dUVhrpnG9RA8ezstJKhW7TKK5tOTTs86PLgtII5itppHvCw81wx8u1bToYDrZQ7KvN6wEAVxKgBwT/uzi+vhYgmGk6UTKLWqqiLZqzcqrgNAZlg2A8rNbDxfRKdHY85kva5v7Zrd7s5f/MXzNxezzl5Pw0wvUoOUhqNnHFFq5XmCFL5O8dePz3KoSoUCWRpIVHS5v+n2es5Gs41zHIWCIzsqlmmZvT8azVZgFXFFT9ubaLO39/jrq3DFNTuv1TzASBTO6y1ts9fOU/3br95jmLcb2ScfthrN7cdPh6Ph7PbBpu3VX57cHJ29swn7vVvbtuczs/L1i5cakLCMHJXsbjQCF+xs9EYT9otP3xVYpwYlQEUSzyYTw7IKxhRVbbWCWuAVAgyGi8eP35QFIFQqatZo69//wQfX19PPfvsGI2RZRCNGmRSKChwPV1yzSHNVQ5u9qiwynQaLlf74xTGG6R/+/i1X04TITc+5mgzPL0/2252t7a1FmuZpTAWjFOpO9XwYv3j2vOUrvVZTc9p/8fMXr87ngOgCSVMHKs5UmO2221XPrFXxh/c2Dc357cOnlxfn97cr//mf/rDmNxAUkpeSFQAzgQRHFEFCYA5lAYTKsSoRFpInSSwEhFTv34w9wzBM72K0Pr+JFhEfj2ezyVyDmuVZs3QWRllagJIBz7XLbF13TcdCtoMwRccnw/GigFLKf/n//s8Pv/gNVipcyCxPZuNpkeElKxk1ZstitcylAARKARkg0FDB4XajXtVVIjSsZAlbR7luaAmLtcCURLk6m4hU9JptWBa+Qz2XXO9bTAAAIABJREFUCFQQzZuv8dH5mEtGiCjzLI/Xdd/85INd2y44TAeT8he/60eZ1uvUVVDmaZwzgQH2qKapAhC4DLN2s1GrOpPZIkzgYrZk6TIIPKuy8fTtIM9S36eWpRXl0rGxZeq25eSlPD7pd7qbaVHOF+vFMi6zqBkYe726Z5rHFzdM8O1N+8GtfcCZ41hREk+XK5UgwBcHvWqv3f32zdWr43WSYsCyqkd0yxgMF+uiRKS4u1trBcZ4Ms25NRkXrcAzbII1tVGpza/neSQ67Z1Hr18eDc9bnerdrcpmE7sV4+g4+9ufnc1D4Pro9oHd6ViViheu4/PLYZoCIMhsPOes3Oq2mg0LIzwcLQzbaneDNFskybLu13a7m6AUl4NlXKLL0dVsNk/C9Z397u52TfDc9mqzVVYCYdkGBMroZjG+Hro+2L9z+29/MfjtF09u32se7HawpKqGLEuKogxXmaoqiq4Srfr510fP3vSFqkLIdFRWDHy424Qkcwxrp7MrhfH+qM/LmWUqi1CcDdPRkjGYQC1WNDtcKJxBhFYIlKKEBCLfI/WaIzJ1er1uVPXNHtvd0ba2d4dD3h8Mtzc6y1V5cjkHYLXdNvd2umHGnrw7na7LW3sPjo8uhheDTqXSrYtPPmx1uzvvTpLXJ9NM4HgNkoxdDW8AQgJICKBqaITA1WIpuCwEz4GQUFgGrvjoow83GtXaT3/y5PpmYepUo9TQCMYxBMKzWlRzNBMREDko6VWrltM6Or/RNXH37h4XSp5ltg4rnr5aRzzMATBenN1cjWeebXLBFkk2jDLLpLtNW4NlrbH57dvwF589JlSBkLSabQTBMhzbNtYg0iDrtuu63fjq2VGShh9uOf/Ff/z9+7f3JeQIcgzykmUl4yUDQDIdc4rLUhjXa3l1M/I0LKU8Hy5U2wV5fKsRtKuVBKDJulyl+Nnzk4vzoWN5jZqnaHyd8Vcnw5t5SDSVFbGuCleXGy2/XW9cXk1nIYNSyv/lf/sf//LHP84KdTrPwjApSwYJBSpkEEoOIcQQYIVSBCGQEIusYsMPPmi5NjAVPVrx4WiNELZ8JQZFAWEWMxYDCggShWOJdjtwXYMxNJoVF+P1ZLnQFIQho7K4f7CnG7pqFY0mzRP6/kQ+fnFVQhHHSyC566kbze0ySifjAUfcdCpQ6kKg2XIS5wxiFUtOsCCqFeeQ54wQLngOQH5rf6PXqZ2fXQ6uw6SggkiicC4kZwQy4BmqQQqKuCSYEPHBrc5moz6fjHVDKYUEhFqm1mxoClt2W9UCWr99+GY+K8uctTv1dZGfnF9XfEejiiySpuM2mt1VLp6/fLfZqwUVO47TPE+ScO1X/Eq18ejFu7f9AYTyo73q9z/oNpsBUWt/9dfPnr4aGZZqO8mdO/uUWu9PT+ariHGUpwJKZGi0U/caFV1T9cvhfJWVkGACC1uTVKYfH27e3mxmRZ4JxhCwtMpiGqbhdKPrqZqRc/L63cXp4PLj79/a2GzNJ8v1ItcNfb4svns3SoqsW3da9e6zNxfD5Whn0/vBg9tFVuZZlpfCD7aGM/mv/uqXy6yACtQo8g212XQBZkCULrUVrM3nIQRco1p/tLqcrQC1JGYcLhGhgddzDVOWq9ViXuQSEa1gKUFCk9Sx9M1uY6fr1GvAMxUVKxAChJTTs+VJf9Jq0J22jRSFY2U6n88Xq3ptI+bKw8+e4xztdJXdPbqzt81g8M3Ti6vxejzMgWKss5TxkhKSJmnGykIIKRBCsAAZxxxIbhLcC/S9DfPu3cN35/Gnnz81VLVZ8y2DN1s6BeTlkwGlXqXl8Xx6u6VtNCzddjg1FYVwzpjUk3XqqIVGE8eulGvBOT4erV6+u1SJ7njNzx+/uJjPbEft1Yzb+/WNze5koRyfDgwdh/O4fzmPEpIyIRUJQLq/WbE0GKdyvC4QBHsN8wf3e46uJmlaDZytXpDFaRgWi9WSF7GjET9wl4Xy+curV69e325Zh/sHJzeLJC+qmtIxlF692t7bKhB6fzF6+75fMBjHCcXSd61ZlL94fx0WkEnARWZrwjOJY9q6Ruu+2Wm2oJTyX/ybf/bZF5/KQiwX2fs3V+uQYUMLGYvzEkiBIYaIAkQIgpALIktHJYeH7tam0ajZs/H67GyGgIE1AjWAFDWJ2c1gJjjACBgWaHV811SwYEkqryb5fJ2bBiU4Cmy0v701HM4UXas1vLSAowX47sV1GGa6wiyLFoUwFdekKC/XCctKSKXUhQBxvExLBhUDcIwEEwWDAAGAIIAYi7JMXRs8eNBrNVrPn/Qv+itqUlWVRV4mDJQMKBiZRFoqpobKRR44pm/Zs9mYi7KEABCqULS3VTNxdmu7tb+3NZtM42XMpMikWMTi9cl0cLVijEJe3N7s7u3uD8PoxatXFVM92OliKNdJvIiiZbr2A09KcX1z7VrWg9sbjkLTKO5ubFyOoudvJqdnY1YKw7KY5JPlhChU080iB2WeGzrYaloHXWuj05mG2cujfprB7W5vq+Ohcq7j3LHtmMnvjo/XhehUt6qmXVHz7aZquTpWtFVafvfstQT83v1dBCUExnC4HoxW2LHyNE8nizu3D6Zh1p8ux5ObB4fdrU4tiuLz86vd/fsC+j/+my8LAGKer9e5SilSAKIAikITWCdUAMiEhMgczVfj5Vw3Ld0wVSVXFWSp2q3d5mYrkCV4ezR49r6flABKoREIEFJUXUHcVDJfR1XT6G0ErW59EaNvnp4lyWy/285zGUaxoWNMeS1wvYZ/3Z/MBqGjwUoF7d7eBUrlp79+Og95HEukmq1e1zRNKhEv8qRIz6+voxIkWRnGcwlLJMqqZdzqVfc6jmUbLy7WF9fzKIwVUFp6evdO64O7d9+/HJ6fzahqBo5yf9f3HUltbc1QGjGKgWqQYf+6GmiqVlBpxLOcKjSB+ioRClXWEf/NF9+qvmPb3vByUK85lq1DaCMgFZzrCh2NVgXXTwfzq8nCcOitw3rd0cLVQnXcOE5rltNyjPfv3sRx/PGDvT/8g7vLWXpyspwvZwhkG62G5Xpv+ovXg4Wi0JqSe4YW5ghBrVmxu4FFKeGIDkbjwXS+WicCkKLkJSiQCpOSjaZJxiAEEANJUUkRs6hlUN6uKhutJpRS/p//zz/54stfmRquBbXvnpydny/q3c5wng7HizJLMcCS6pkEQDKVCIsSC6vtpmqZ2WbPaTRqo+Hq7GSKVRUbKCtkltLZbCWgAFAVggc1w/d0Q4XhcpGXxHKqug6bbdtQyeBi0r+4UqgNiHk5mS1yXgJVFNLVkUFIGkPESo0Uh7c3359dLiNAiSFEQgDPSplJAQFwVNqq6oFPFIUmEZguRBRnqhF9/L3aD37/w2JFvvr8GSXlg/vbEOGnR4Nvnp+oqlNzLBWXtk00U1su5NXVnBBQbfiS0tkizPKoHmg77UrLt3baFYOCZB1SVSWaTqh9Olh9/uxkvmSgKHRYFgWjvq/qlEqBuISAAmLO1vloMUO0MFWpYHG4u3Ww3ymjYnI99AOdWN7RefzpZ2/LXCEYI5yanmp77mg0zxOJATAtVPVB2wUffbgf5ax/HV6cLzGgu5uVw/1Ko6aH63yd6d+8Ou9PQsAw4kW3pnx0u9atWZRI1dKjjL57c4VIWa8ZzWZ3tizeno80Q2tW6kRGriXyBEKz+/T9yyQefXR3v+J6/bMbKVGvd//sJBRQIp0kKT87vTi9Gqw5Z0wSCQEXEiFDp7WgTXXr7fFrx3UCvy7KmJdRkSw2N+xuzW8FzVKoP//86dU0tQzNUgXBOMmYpiNDZ75GNYAxYbpvltC+uFqukjSwg3ixTrK8xEDCtO2TetPybaNVqVQMfb2YmY6he9WnL8ZHpytElUzy3Vu3XctWct6u1EpWPHzy3ZOj82XEFEpZmau4tHXQqJq7m53JdPFusOYA84JjkVt61mmTTz64ZWqVslR1Lbi67G91bMtmBclSgS7e3xBetuoOK2SOeEay9UJks6RWUU23cjUBN6NsNZ+m5fDeB93bh/dOXs0uzuY5Y0gRiiox4AQCTNDO3k6UFm/fXUqk8rK0NWQ4JJHZehVtN7f2mq2rQT/N80aDfPigd3mxevx4aDhOEBjViluk/OziepIkbuCKPHR0o1bbWqwAVY2Dw3pZyMePjk7PrjMRMxnrpomJwRDORcEYI4AkcSY4UzAEGJQscyhuB6TXVLrNKpRS/uu//mc//nd/oZsGVsy3R1erXFBDmw+XmGPfdFfz6Gq6LgiFsGzWjappza8XzapDSFIP6J3bu0merdegYDgVK0Do9SC7uhqppoqhmWe8WtdrDbfgcjFfZQlQFFPXFdtVCpb3+7PVauZ7FU3zhpNJUmSSCoARRYpFqK0wBaWODv/4h3/0/OXlxWCZ54yidGujqprmIk0Jgo6CujXDtnm1XktS+OT5hV+pQlpEyfX+9tZ26zBZxmV6c2fXsyxtmJRPTwZhzA1iqLhsN612uzuZoB/9+HcqJbfu9LCq5gwMrvpAJrsbHVfTAMhs0wJC8kKq1IAcYYXkOGWCpNE6nI1HsyQBquHp7XYli/EXX5wdn684VKUiKeUKFgYhBzsdVU1tQ7d1jeDSrbbenYY//dXTeM1ci9YDcO/eTrXRePzk3egmOtjaUJXMssh8tZYUZ0U5nUTTWYmkGgTK4S3ftyAVQle1StUteZ7l/OxiNpgkvuPXNIR4qNk0qPUodotypSoFBIIT59tXN9E8/PBue2NTd1WFR/a7q2SQnmg036g32vU2z1G/f20Z9aJwC146tqIq6uBq+Pz98Sgu4wIxRiSWTEobk1610eo0v3v9DWPF3vaB79qCpwhhqKJ8OSEiMm2zP06P+3Nbkw92nXuHbSZglLBwNQ9s7db2RlaWby+mj56dr9ZxAZRataUKHmfZMOWlyC2aK1RRiNzr2QedlqHAopjXOo0k87/65mq6yCutpl2psCQ9bHe6fgAQywH/97/54vJqdrB7u8zL8eySiVDAzA/qi1V+MQqFkFhAIArHYBttbX+7dufwwDArCJmPv3uq66LdNQWKAUaLwdIjusw5ou7ZKvzu4j2QWkVTOlW+v9ueR9bf/OwNT5NaDe1u27u9DSrt1TpPitRwSMX3WEFGN7Orq4tWp9bqdOezEEr1ZjBVMDYr6rxcFlnR85uBgnzXAkQdjo+CKmal9erNqpTEcjXbslRIrwfHREeqo5ecI0AUbF1eR4lQIAZxCOdjplMzXA9UM9nZ3xRQL0tUJlnNc+uena2jJI0IxZygxy9eFGVR82Gnwm7vdqCU8i9/9H9/8+irvNTenw5Pzgea56ZFsRzf+JZ2sH2gqc7jJ29GsyUmfHe7urfZHfWH293NMolURfY2moObUZySMMZhfqnpymRSLtY5okSjthTSdQhS2DIu80yulxxgrBpqwTMuIAJEFImCFaQQRUOBS1g29xyjWq3vb7arVub7gAgYL+hsATNM+qNBkS0P9xqA4PW6bARO1aaBaY/G8fOTc6SoWMKtzRrV1LdvjwgxWC64KLtdd7dhIBEXCDY3dxdhMRnOb276qoGDamO9lsenMygRxTET6cGde1kuBmcDW1F73db5TV/g/OMHhy2/Ho6jLGYCSNUwdcNgbKWbWSHLKIOjaRKnmV9xONP+zV8+uxjl0FQA4lAAxIVv01ZNtx1FVcBOp1n1KuuMvXh9FidiPJ+oGvvBBweuW39zOprOl9261qqIRqP96jz/5vm5FFgIEK1jSlS3YitKkSarbt3e6TiuS1QlbQR+ytwf/fzFcg4cSwcy1yisVqyNTrVa0ZrVYD5dvb+8ettfFBHb38LdpttsbMax+S9/9DTD4z/8XvPvfniHlziTluDqydFFlCkSU4MAWWTtzbqA4tunb8ZzEOU05hmTOUiKlml9/3u3R+vBzfD6/t79rd5uHKclgKfTyWJ82Q5gGE8ZdUfzPJ6P9xrkD39/u16tng/mw9G8XavpuFA1pJhunMNwxX/3xRuvUr132CpZfjyIjy9HADNdcVmWmrhwbFOzy05L3rt9gGntybP++XlaFEQ3nFrg7fQClRSSrxQib6ZzTOjHd77Pcv3pm+PBzUl/chJsdIar5P3Z0NQswkAcpYGrfXKv2aiSzd5GnqtcamdnZ9Pl0POpbUnJ0sCwa3YFMLBMyi9f998O5hiJhk/bdbq9bdUa3esbNpkuNMWEDPG0SJOkgMr1aLy9QX7w/Vuckzwrk3SVpBlBXhoDSkmRpZjoRFVzxvM0xSLTcVnxLaIQTKDrmqIEk1kcZzwuxHwZr8I1K1e9zWajXeeiDJcxwaQoU91zJagcH01mo7hT7bIys1xFSjBdptE6b9aq/8mf/hAV0WI0kqyAGmJIfvPk7bNXx52Wu9fReg0bSin/xZ//k3fvn0Yhf/L08uR0WQhaylzFpUaFoii1ZjfOWH8wQLA83Kn//id7LF/ZqilyUOQ8aNTDtHj57mwZMYglEOTqJo5zDgm0DLssMwxSSjNKuUpVU6/kBUqyXDUJgGi9TDRFEyynGrv7YOPefm/av54MJwiTRqVuG2Brs1Lzvek0enM+OR0t316OCFTubrWqgSZ4KXjUrLoHu4dxpv3ZX/56Gua2rWoa9z2t4hqCZ47nDMcrzolr6awMw3B2/96tdr1h6upgOH3ytn89igrGAdYt3TKUMsvXQaO9CrPpYFz39N3t5s10PpwObx+2//QPPtIQXM6y0ShaxQJKO41iNwhbW9B07NmMnp8tFBJ976Nbz1+v/9W//WKyLk230ut1szgc3fSDasWreIbCu1VF5mG9XqequdFuXtzMf/X5C0szKDVW64SqOAhQry52tjfeX6a//PUblquECsvGgsOs4ALkAst6vbrdcHix8qz873x8SMz2n//oSf8itWwzDJdQFvVA67S8Vj2wNVPwgiMRFfD86GyrRRwTul4zKdxfPnw/i672usZ/9qd/JLj63fP+3tZdkRfDeewFFUcjURjWW/bubudyMHx/PL4axv3JBFGEy9xG4pOPbgmdjUZDT/WoYqzTFGJ6Nry5vhpCKXSbNneCjMVpytla9Dxlr1sbL+JVUiqaenlx5Bro7u3NjU7gmLW/+eWz6Sr7+MFOrWZkXPvm8aswjFXs5lHkOphTsi7Xm0339vYWBuiiP5wt0WSaruPy4PYdjNlqcbUOJ4KX1cC9c2uj4VWKBL16fz0cD7IyAqYWMZhm0CTEpOb19UrT4MGGsrFh7e4frmN6eTk5Pj6Jo5BQ3mo71Yrlu55CVFWhk8Xy7fG1rlfjZZytV92tBlcKohS1ipMxTrELSwUxEUbr8+H07GLSrOrf/+QwyxJNk53NIEnKrx8ezUey22sZpioRmc1XSRq7llnxdZXmCEpNczExXM+I4kVZZBJCCDACdDYL0zjzK45lG1nOkqRcreNwvWi3/f3tKgJyuShct4OxGcXF5cVkNE4w1RpN//sfH9oKSlZrxnJAOdbwzc3y9cvjZtXe23ADz4BSyv/pf/0fXr7+tFHxgah9+fD8zVEfquX2ZrXXat0MJ/3RQhC9YJyIdKOqf+/edqtZvboersOCMaBamhN4URrqtkmR9/bN1at3/TgXEEFKjSJPCY5v77of3am4rmy1txcTcXbSv/fBjumoz5+fLtfkYnBFlPyTD7f224Gn6Xkqzy9ns1Uxno0Xy/lGu/bBB3uM4vNR+vPfPgcZ6QXV3W3XdkVQMcNlGmVl0Nz65efHr49uoJoBkO203B882Na0YntrK1zjX/782TDKFFtRcNmtGne2fE0pWhs7n30z/Pq7gaoiwzZUqlBUUgIni3C+TCxV7dYqt/a3xovp26P3pkp++Hv72z1boWa4FqcXN1eDpYJpo1Vu7fqet/HlF6f969Hdw/r9W12qu7/+3dOzftzduP0f/d0fUix/+dvfPnpxbLhNli+puG7XtW6vO1/Fe9v1re39bx8v/vrff0mpfm9/k/F1lC8Pdp39nQpE7me/uzh+N/ar5JPf28VQe/3qIo5ChvKg4tZ0tVXzPF9ubXjU3/rXP3371RfnKkW8LBDmmlYQzC3NkSWsVuG9+xuEKMlqUbWx5/CyhIuVHglBdbqazW5v75h68OW3FzrymzUfG7rt6Q3fDMNEgqhZs6+vh+/fjyYztkwhVg2IMsLj7c261TD7g8HwcoI0LRWlYOVsPmFcGFbFMFxNhWUeJqVYLgQW605d2+ztYGp//fhZlCU7Hffulntvv9pu9V4eR18+OtV1GVRRtRZIoBcZWC5X11cnjbq7tbMrCLUUa3B2nqR8tVx6rp0kfDjPOTbjPF0s5xnLDcN2VNU35cG2vbkRrNMyywok4WSZxKX03cBSdM/yX747HVz3uzUjqHhhwgREhqaqipat4zyPFQPbgbVOsiRNKhUrjfOri/7Bzh4t9bKQjc3gcjZ+9epEpQqlihRQw6RZdQTKY1YuIjkYjH3PYAxqGq3WNQjB9VU4ul5TQhzHAhBHWUYoNnVVodI0YOBXxuN0OlsTBXKY6jrsNCqQ5ahkrVpDpRQTYJjWZB5dDibLdZbkme9on9xq1VyjBER3vOFkUaSMF3AyXNWbbapTQ4OtqidyIUSJKVNtZTINbcVydGLo0DA0KKX8r/+b/+rRdz///ie3fKd9eRYen585gWKZkiDNr3Q//eLF25Mh1bRWQHeaWrdqHx7cTUr48NsXo2mk65ZnGr1GZXendTMZv7kYlEIJE3Z81E8TVKtU/ApsV9XbPa+7Yadx0T9bFnmxseW0mg6T+qffDh4+frOz26m7qFdFH97uBYGXFfJ8MJfIvLycLiaToKIaFZdWNn/122ez6/DO9ubhvlmtSZVox8eLp69PrVr1/cVyuEixWmoEtS3t7//R/Y2OE67G7ebWfI7/+V/9ehglvm93G+btbd2zk1arXfLmj/7myflgTA0dU0BEgRFcZywrgKHRmlWt+bbXIHES8ZhVbc22xeHd7TDNv3p4kiTlnVvtbkfRNWM5J4++e6O74g8+uecopJDrXBQMGLa1EYei3dxMOPrZl68Sob969q3M+g/utYOq//Ltu4qHf/jJfYw7//s///V8kdzeCBq+npY8qBlUiZqN7vn77LvHb3tb1t5BLY0hLwzPN6+vjw1KPI00636jaTiOxHbrpw8vf/KTRxhKiCimainXRZkioRuqsdFTAl/6jrK/HQSmpelpWcgXz4ft3WBrd1fEWb5aI1h9d54bWj1PouvVHKn8g4PdxThCMrt7qzccjW/G0TzC7y7X80gIURow9z1l7+72m7dvjt+emZWq6jh5mqiyJEpBTTWN8WpaQABr7epwNZut576lt90qlWR4PSnKdLOnf3jofXS347r+9Rw9enHlWhoCCw7SLGUEOb1eczTqR1G6tbeLdQxBoWOyXpPn372/d9BptrqvjydHg3lSlsPZqOTA86oijxQY7WzYO7vtaq0zvhqNb64Elr3dbQjM109OWVnsfrDJUREO4ySiT18fIZh1675lOApWfN8rZYYM5dsnzwvGDne3WCkvz/s6Ro5qbXW63W2bkeLrb06XK27aTrLOAGOGAgwTm0GQQ/Xps7fwP5BaUUBVk15FVVQjDFerxVSjKiSkFJJQjXMOuMBIqFSJk5IDoGi0FDkQiamAwNJrjrPRDCquVrJcSMigkhXwZryYLOfNWlAxVFsjHHG/7gkhT96dtiptR7fHs9kiDzvdGoZw2B+5jl5vOkHNy/IinEd5lFCKPM+HUsp/+A/+4U9/9uNay7VNXTAuZdlu1xUD9PtXQaUDoP3mqG+6zod3t327NIjIU35xPSmBHq7BoD+lADZdrdf2MpEAXYWKFqfg+bOT1y8ve51es6MRkNb9mqmb79+c8ZL3ekG7ZzqWvljkP//seUH0Wj2YDS+aHv3j37sbeFpna/N6MAQs2tzYKBm/GkwGizxVG59//WoyWdcs+vF95+7tajPofvbpyRffna4Fj7KSS6QQ5BpmRVdvbXvf+6TjWkKWWa268bMvr//ib7/VbX2jV6m6pW0md29tb3Xu/+I3b3/2m2cFREQRpooAB4KYtWp7MRtVHT+NFlgJ22235vggkRCy/fs9BuGP/vKRpVvdjn2w0+RMPH/+Lslz3zc7Vetwq+lVqRmo6zxbrfFyaS6X8Hq2DqU9DbN3r56aKKn5pF53VUstssWDve7W5r1/+v99dnQ5cfTyoBX8/T/5T1+dnD4/ekGpvphmeZb1thxFQ6NBLIRKNeC4Bi/KMhq127UP7+9WHWp7tV9/+uzsuN/Z2Jol7Ph8uIhiBoSCdQ3jaoV0GqatA8cu27WK6+BKUHn7ZqCY5ebWhi4lW0eYNhT7wHW7l+dnT9+9oiatuW4WYwWBjz/YH91crtZZgewnx6PrWQZKSqJQJ+lHv39wenL88slbr9rr7R/GadL0ncAzoUpfvD99/Po9w5DoKGdxGic1uwIZyNaRhsVGy9vdsXc2TdsAjOFEqnEJw/E0cEhnuwEgHlxMklXYqrUni+J0sRiu5nE4v7+1sd+78/Czp8QE1VqrP4ynYZbzYh0vNdXY3NxGLJ8OzwUP270mJiYGiBVp/2q0e3CHUOP541dCFNVNr7PZ6J9dL6ZZWlCNgIqpS6kQSgGUq/UsY3lRSqoohqlwAZO4kHlRs42Npl9rEGKwWuvO8XH05t3Rar5WCYU8qzd8u1p9fXq1Xue27WKkrJYJVRkiDEFNIYZga1EmDAGOEIAEACI5gIILwTjgCCOCkeAcSW5qOHBNzzE9UwWsXK2mQa1arTXHk9VkNg/qnmnpk+EEQ1it25gwUzeX09jSHAqV2WwFCIaIh6uwyIShEd0UvV6TKMpssY7ijOc5FAxKKf/8z/7xX/3oby6vZ5XA6PW8cDZy9WD7oJuwaHozr/mt0SyWWNUUbXh14ZgUQ57nmePUL/vzLAOO7yf5Mi9ntkbrQUNiWgikKO4JN7lHAAAgAElEQVTT797VgorrlXk5V9TGZAzHw1jXwdaO3e35gVcb9Fd/+/Pf2IHb7NYBj12t+IOPDl1NN023Wgluro79CrIcI8+0NyfR2bw4Opv0L2dCZIeH+oNbtf3NvYdfnP3k169LqumGRRBmxdpzbFMFplIc7vsff7QFylghZgS3/+yvv7kYXDQbzmbHAeXy/t29slC++uooTtDGZhdStpqMirQMWhuHh7efPv66yNPZcmqa5MMH2xblCkOuV7UCbzid/c2/+/TOna0P7+/PrifT0TSoe7ZjXg1mWbLotF3XNbYPGopZZgUZjel0wuNCcmxfXt8Mr65YkobzaWerZbgaxvLuRrvb2vqrnz97cXRxeKd7p1m91z34+RffPT3r5xzkRbJ/0PIr+qA/Ht+kjCNIsjt37iSr9XR60tls3rm1B9KEQLJex5aGfM+ZhMWTlxfTUKacsTK3NEShbAdB1TM1PTUNWQ/c3d1NIYrJbDCdzbc6PQMjjLyEuefnY51ATjBSoEKBZnpbvU7VsZLZfD5dlsi6nBYXw0hggpNFp4o7m3a2Xq3GEcAOtYNZlJiG4ak2hPJyNvzl4ydLDtJiSdhy0/UOdg5Tjp6/eV2xlR9+77apCj+w+penCCKzahdFojJc9x1qYr9eX8yLbx8+a1W2p6vi6dFlzFC0Tip69sMf3B5P04dPjhmySk4VzSjLGMiUQODYpmsSg8DVPMy5Ml+lQc3c2giuhte220jijBVRPWieDpZMCJ3kmkYwqSZxzsqccUFUNcmjNA0xAgrSuIAMMok5AoqBbIcIBeWmQZ2qRnTn/DIcz+Ysl7Zuu5YqQZFJOFunQAqMIQIqYxIhVvJEJQ6QquSpQSEDIpOMAQEAIJgqmArBmCiFFCqmqJSaQjUdQ1xSA9mazRIRrRe1eqVer00n89VqaVqKadE8zS1D296u5em6yMFqJQTQGAfT2UojZpqsOWOG6gpRCrna7NUxwTezBdV0DQmLAiil/PGP/vEvfv2rdYyoCisV9fL8UiTqncNWo21JACyrMhhlv/7s6XQVVixxuBVUbKXim7bVOD0bLsMizvDx9YShQkOgW2vpmhOtQ0UF9ZZb86gGQtcjutscztRvv74J18Pf/zuNnR0TAvXtq+yv/91nAvD7t29tbzitttzoVXSiIS51nc7nYZSAsiiCetAfxs/eTsJYffd2AUnR7uJWoCOhHJ+HJ4MsL8Wtw81WN/j2yRcUyJZvVG28tVU7vLXJOD9+f9no7SWl8tOffFavV3/wvY+SMC0Kdno5Ylzb6PQe3N/Z2arNr88//93vqEr/6I//JCuz/s3Zt08epSnY2dn+wz/4PQLgu1cnnusCkF7eXM7Cq92djqfb/ZNBs9vOWRFOwlzkOcwdTb+73/Nt4Tl2msHlkq1TOFql/fFVs1k1tcrPfvIQANRqeY6F93ZuvToe/+7xs6gsdrbaB7UmTMGn372OgEaxXguUv/f3Prh75+7Dz5788pdfjmehYsPd/b2ry3m4HjfbVULpcrHiRdmqube3myoU8/ny/cUkLLSUIwh51VMgE7KUpkF3d5xu2/7/SYKTJ8nywzDMv/Xte+5LZVXW1vv0YAbgEAREkDbl5eKQL/4LfHLIB5MXy6HwwRHWwRG+WpRNS2BINEGRIEESoCAQwGAwO3t6767q2rr2rKrc8+Xb32/xhP19GsHNWiUIjJKVh29PDEvTVDPNjSevB89eHTqOISV0LYeIzLHJuw/vFPFia6XuKEjR3NMb/smzt7MyVWjuqqIa6CvViokNjJS4KCCBSRw7EAUWKRD58Nng9XmYlPOaq1ZUSyVUq1g34eTo7RngFEKkGJjli5pjmAaFUNRdu7/WKli4trqqKPZoGF0N0k8f7y9SgakRpQzivNvQFUV7vHuellhVNIqJYAxJhoHAEARVR1WV8c0sjgsOoG6gSs3lnMdRrlCq6woQynTK8pzpmtQMBCBZJlnJioJzISXEACMAhIAAAYgEghBxICHhio4IkkBIqGg0K5JlHCEFEqQiQBSKijLMeEaozhmUEkkBEYBACgA4xgqUEEqpEMoEE1JwySACiqJCCYWQgEiIAZKQF5wgQFUECYdYOoZuKma4iJKSW5aLAZJFZlNoaKTETHdFveYMb2Z5DkbDVAiXA5iVsUINwYGUmUYVAlWMpG1jwTMEkG06LAsNUkIp5R//8f/+6Nmv51HKcukYzmR4HThOr+UQIru99Xe+8Z1Hz47+9Z/+CKrUoFmrpukqti3CChZOl7bhlaV2dD6gpiaAxNKkwBjeXKtGubbtrTRMByJbw/WeWyCysxstltHtLa/iZLWKVpbBy5348fPzs5O5YYCtW8bdW7V2w7M0YOgoS0m8MPb2L2rdCnXsX316+PTVzWJJMCldE1q6UhQiTlCcIKKo3/ntb5k2+Zuf/MhU8EarWncVwwDd1XaUlY9fvtm+0y1L/MnH+w/eef+73/luPEtPzy6XGWjX+44CsZitrtj9XvPP/+QH5xcnv/Wdb63fXWVIPHl2xEWl2+2vrTdN3fqHz55Ors9X19wlyz559Fkp4tVWg3Kiqma4DKGUAoJ5FlsUbLSrnYphKNCxdU0lCQMHp4t5HNouuXv77uXZ7OWLg163UW+5ENU/+uwkYsXl6LJM83e27kiBnhwcS4JWvcqDteD2ZtDvb8yz9MnuyzeHp7pK2931g4Ppwf7hbD7PBUS6JqA0VaXpq3fW7a3t1acvz3/x6WEhDMPQXBcGrr6cxWVa9lfd+3e6WbjAoHzvvU0BwNVFWrDSCRo7x9NffvZyFOVUIwoitqIpjCtQur6GQPSb7/a2VxzHtCJuPj6YPH19LDhTULracnqNWh7ljmXqtlqWrEh403UMGjoVY5rjw8spVdU8xZ8/OsgEUhwl5eXgah4umG6aEJZ1H91etRt+3dA8VmZZNo6jm+3NXqXiW17n48/PfvQfn5TIwghxKBkUmhQI8IixkgMoAYYISkgAhgB+jVIsoCxKBoQAEAIEAZBSSMGEolFKVFZwACmQUkguBGMiF1BChCRCEAAJvgYRBBJICREEGGIIAZCMUawolJasRBBJWZZlAiFASAUSSymESAUoISRSUAmQ4BwCBCWCAAIIIIQIAiBKACQCiAkGIaRUARBIyQXiWIFAIlECKQAlEBGgq7Tb9gxVng/GYSZN00ccEiF0niEhOVaNKqo33MHFVErmusFiBm6GN60VGwA0OB+bFmnWK5ObJEuZ7akYFTbVNapTXEKYQSnlv/yX/9vum48lALKw4yU+Oj1orajbG45rGWsrW1tr773avfi7X396MZ2WJS8YWyah5+hrXQuXkQ6oglGrZW5t90tunJ1PxtdjKcFgOJtHydZ2s98NKIaKgUbhdOdonhfw/saaKsNWLQt8LxWVLx6PfvrLXcvSt9eU336/ZxukBFDTVQNrFJLzwWyySI2g+vmjy0fPB5bv66pkWUwptAy931mteRW31iqw/ujx46uzt/e2t5LlRKUMgrTdrXOMDs8v6nVLJ97JcdHpdt9/f1uBOS8jiI0skSBdYhhWW8b6xsbuq9OTt2fL5bjbtze2t3ne4ayNFK2QQ6IATQ1Ojo4Bzp7v7j999SLn0er6Ci6QyvB0NBIaUnSNCm5b1LU1XVGuz29MnfT73tbttmr6k8ksCxd1z2jWa9N5xHOhmh7SqrOEaxqaTuZxxH2vHUbF8/19VcNaDnuu0aubho6G5XBJUtNWi6jwnIpjedcXi/29i5iJVOYc8GyZ8jSu10izV6NG629+8vx0ECu6iSl3TatMRZ5kvkvf+8YGS0KWL27frQAIknkjSorryfR8GB1fzeKSYwWbKjEoQAIAjkuemkb5rQfth1v1mu+NQ/4Pzwen5wtT0zScVWzkOnrOStPWm+0AMJkvuZQoyaf1jmPZRhQtHNsiWu1Pf/TVxUhi1ZzOwySJdRX3ew3bVAGfNwLWbTY1zVGoOp0OoyhkJYcYdLfW9k6Wf/7XzwWsIAgEyhgoFYBgKQsJIERccoQAABIhiBD4miwlRRRBCISUQHIppZBQAiAlJ0hCgbECAJHia1wCIWQJ4NcQhBB8DYKvQQClhAAACDGAUAIApCAEKApirIASIiQBkFIgITGGWAJZljkAAmEghQQACi4BQAhjIAHjQACIoEAsBxAghIVgECBCCUKYccYAgxhhqEAJsYAES4whkLLTDGq+MY+i8SQUXOqa6lqaowCNYC6AZoPAt4tCeL7WaHo314ujo4Pb93oQotPjCaLowcP7uzsnj5+9bDS9tV4TMcBzDAHQVQKllP/if/nnX336981GoBu1w+PZ86O39VX7t77ZbFehCvlqbStNg7/4+88e7e1R3QFQLTjXFNJuYl/nnqZv9CrdBq1XbIlsy7ficFyW+PyK/ezDXaAAz88e3mttrayeXOQffnF1Mbi4f7u91rRVOjN0U6jOo5fDf3h82m769/rmb9yq5zF/vD9CmkFZ1l/T++u9yYR/9fjtaIJz5sdF1GwYtcBFCGTxvN+uNlxbsaon4+L5y4OG62AID04OEeGmCrrtKlRgUhaerdpa9fnzIYfl5mbQCIBvAVVT9w4uhuOppsmVfsOwvIvzmBXk8HBvbc3e3GjX/X6eGmGYmh5UdICwcXY2ZyU6eXsUhuPxYhR0GoZi2dIKJ8urZGpa9P5a13TpdLGYL8Xp8WwZR+2usbIahEs2HEwMTLdX67UKdF1sqspyUXLNypAkILOJWvXbWPH3Dy9vJuPVXmd4UWTLAvC4VlMZjRVHNtru4en1bJEYOun37o6v45PTY6wWW/2WzHJXseq11vXkRmAynpUng9kkTLJUDs4XAGp5kSIM+r2WqRNVYV7APDc4OyKLtIyLqCjx2fm4LJHlWiVbUpVjhMpMSMlMg99Z9x/earZqASb+m73h4fGFrWs1z7Aovhhc3IRjy9V7ndpaM6ho1nCR75zfVJsrgJcnRy8sF93/jW988vjyFx8eCW5iRc/zRcVDKy0ncCwNYd+wiyI0bG5YIKi6mupkCTy7HITlTKjBj3+yFy6oaSiaDQpQwgJo0MgLIKSUQCg6zYoszRKEIMakyEoMMYQSQYgJhRAKwQUXJecCYQkk/BqAmBApgZQSIYklAgJCAAgihGAIIReCIIwJIFRCBCWiACMJCgAKlpeAQUwVABXBCRcCIIERRgABBLhIKJAIYCYQgIBDzgFjXJYcIgAVKAGAQAIhhQQSIywlSNMMQAwxAQJgCQgSGHEMGUai7qmdmuV6blGwoiyKIlcVcGt9XZYlQClW0nCWAaBVa3a1Zi2jJIvTWt2PkuLkNLyaTNe215igl4OrKBnd2l5XgT4ZpeObEEMJpZR/8N//wc9/+rNKw8YGJ5TmDKZpGdh0pUNWu1onqEPZ/Ztf7X72YlcQQiWwbLPRrITL61bN7LVqG71qxZZVV5uEjKrUICBJpSDVv/oPnx0PxoSy9Z713r2WEP7LN9npYP/e7Y6hKfPFoL+5kuXyzV74em9g2YpD87vrQdWuv9i5gIoexfnKKl1brbfr68mSDEfJMhLD6aTVDBq1KsHCsXDFIeHkZpnIo/P46mrR8CtQ0ZTAO784JSK9t9mL4ilDYnt9xXVaH31xuPd233WUTt1xTQxA9nLneBJLVaMI87IsWYlt05eAmxYVslAoMBWEuOx1KvWGZpnY1BrxAi7mk2rVXEazabSEWFexbWhmmMVE8tVWI2fLwXCSltrVTfn01eE8XuqWWnBY5qJIym6nxvlCwqRer+ap4CVv1VxULEm5/N3f+uDuvbvXNzeTZVRvt/Z353tvr65mgyDQ3tlYWW0ZQd06nocfP9k/PLpo1/pxKC4urojCGzWrYpr31nvdqu1aeL5cSKRKpIVJwjlYLLJCqG/Pbi4Hk9k8BxB0+41Gq4qlNhmVEuO0jCk259OsyIRlmVE2rjdMzzGfPX4BAfBdrVVVum19s7+i0srR3vRocM5Z/M5W796ttcHw6vHOznS2+OAb77Yquo4LqfifPT1jgni2sE1BFJKKBBn24cksSZUkg2mW1qpWvJjncXGr31trBxCEjo+owsMwAUIz9UqS5CUQ4yV89my6GBWWoTgVlUE+G4UVt5okySJamqaxvt5bhIvLwSVGxND1gvM0zxEChmFatm0YBucsz7M4yYpScAHKMmWsEFICgMqCIwlVLDWKfM+rVKqapmBCy7LUFY1SpOuwYGKySOMy0y0iZZYs4uFguowF0epMKGkWcbHUNNUyfUx5nAwpQzLXOSRYVafRmIGCQ8w4BQISKKTkQgoIoRASAPm1ohAIKRBgVhaA5RBkCmHNuuN7Wq9htHxdwcSwTEoJhHAyHmOMknjpV0C9UTk6mC3noF73IGFZnmFIWs2aaqo7e+PHLw9G4bxg1PMCgnMFK2UK0yRWCN/sd6GU8g/+h//p00+fMJHn7OruncZGt1XGYBkJJpLVVdvSmATGjPk//ejZ6cV1w3H6/drGdncZLaFkvqVUXbNcTm9vNJBqnJyee4auqYbfWv348Zu//PGHECn1RqNac66vl3FMbbe8t9WJFtnN9CZoVrI0TUJlcDkTPMao/O53brWCSrSIvao1GKZE4xgyk1YxqLx4tRNmc0gVQ/c0QpBI/vE//nZvtTa4uhjeRAevL3yremv7Vo7J29H07enJw61e1zPG12+RCjv1GsHm0VX0+mA/L7ilOBVXs0w2mC+eHA/nYUwFNxWo6xRimOVMQC1lJaagVbFVAVqBw8qFZYJmoxbFRVIkfqC/s71WxMnZzXielt1Wc7vVmk9mCcsD30QQUMWS0PniyfEnX+5Po0K1VcbyfBmpVCo6RVQZzpIwl1Wd/mffvF+mYR5d/+f/6OGDW12IwauTyePDy+OzqGB0Gt5Alm43W/228+C9zpJlR9fy7/7+VThLLcNLUpZkiWmhftdve6Ri8LWVJpQkTUCRCazAVifgsmQA5RyfXS2ePr85u55U2o280JOYaGruGPpsOjd8X7P8suQUSMDnv/XelknhD37w19Eyb7WqzYbp+ajXbe3vXl2cxcQ3JYhXfP2du6uWb+2fX758+er9ew/adX80Pa002hJUDw9ONC2DIilzUanazY6b5FkhtBevL8OYN5rt6Ti5upw0Kna9Klotu9H06hV/MpzPJ5GpGQjBWmP1xaur89NFzWtYpgIREAiVZQEkyEpWssKxjUbV1TRCMKIYqpQCSITAQnDxNS4gghAiKSXEBEAqARSi4CKL4zjPSwgplhhAjgizbcu2bUoIwohxLoVAAniuO51Fz3ffjqOp7kjLhr7plgnaP5ntncTTeamoEpHQMJUsFfW2023rFjYHx9HpxQQq+iyaJTwrJRXAlpJCwIRgEAIppRDya0IIxgUAAkCoYCyKFPK4Fpj9tYZj0ngx9k3dtUyMkZTAdZ3Fcnk1GCyj0fY9+50H33jzevrm9aXtKLaPXNfwnADKrNNxl7F5eDZ78WYvjJltWK6Oo3kkBEY0tazye9/5TSil/KM//rPLy+mbV693n3++sWK8e2elGniZtPZOLtJkZpmCwXLzwQefPN57/fq0V20aVEiYGrZh6GqnWavaTrmcdFqqojmD4SzPIyalXQlMp/3hRzuff/ECaAQoepFjUAhdWd5arwd2fXCzkJRcXF8BqQJWmITVq+YHH2w1W408Y7P5paEojWaDA3R6VhzspXv7J5KEnW7Qqa8kcZzn8cp6ByAwHE7yjHUrjf/mn/zXTLCff/7Fi8PTLM++9/67DY1ky+HaZlvHcnfn4DossW0fnw7no/LWeu/u7dbl7OJvHj0eXC50hjdXap2OFaWzrICnJ8u4gAwCSjQKAIECo1LVmWLmrudo1IwW6d1+zzOhQGASsqvB4OFWd2WldXxxQyHvr7ppMjJs17bXlnN1/+iqxFKCUselrWadVoNL88358ldP9sfD8Ua9SiGs2WSrrd/bCta3+s9P5z/4+6/enC5VNeDp0qKyYlkV31xf94bT82WpvzoMoygzTJsJlBdl4JprTa1msmw5cm2bEp0XWArRX+9Ua/7V9QDI0vF0v97c2UsPT+OlUHb3R0IQgqcrtqVS6zpZlkTWGw1ZCoUtf/e9zXfvbD97dfLDH/7E84x3392s13VeZnuv9227fpMWR6cnOoGtVmVto+N4FpSpa0BT198cHi1m84cPPjg/HyIA4uUiyeNazbp/Z61I0+vpUmJnkYDJNDm9ml8M5ioGTR+t9aq1hrm2WucFixdLW1dMXdNxhecaxIplaJTKgoE0FhAgjCExFIQFRoCXUjApZclYRiDGkJq6rWhaUfI0TQVjEAgmC4kQgioXgGBkGAqEIi8KziErZcl4XhQAQNM0sIJzXkooVIJkyVVDOzy7+uKrN4IA1Yodu2zXalW3lQvv0fPByelltaorWrGy0p5O0jgJG3Wy1qlpxBpczy4GI6TqYZKdXU4VtRGnYDEPESWcibLkCCIhJBdcSoapUFXSrFeLNIGgUBUseKESdTK6cmzaarcJxHGc8IJjTPJMXF2fdNfgra3N2RRdnI/9ilat0tVexdC06fjS0BCGgWZWozQpmAjDmOW5RlWqYIgSTeE1vwKllP/Hv/qzD3/96WJ6Ph4cVUzyrXu3gsA6Hi0PL0cICtvSJ4s5pGqUi9kyxZBYGg1cZTIb2Ib2/oNvgKI0aH7/QW14M9KsYDhORzfh2mbVr1Q//fTmZx895zrPpFrmAIgYgdSzdIqoawcQsTRjluWl6dLRyMZq3bOUZbjkmIgi3airq2uN6mr/k0enn31ynkZ4e7P5n/zON97Z7BecHw9H0zSZL+K3O/sfvP+eY+uLefj0xQ41XEDJbDraaLcVxlm60C1wb6v56sXO84PL97/3eyc3892d8/Veb3u9lovpq7PLx1++IAxt9et3H7R9XwGlyJdcIm335PLVznm1VgscjaVLyZjE5Qe/eb/faz76cuf8fNjfNNZ6DUfvf/irR4pdvP+t7Xia5nFiu3hwfcoQ7rRu1+3+m1f7l7OBoqGqSx9s126tN9KUF6Ty+iT89z/+6Ooq6njBnW7FV6J2A9599xY0KjvHy198/Ob4PJSANaq2b7vhPMSqdJvG0fEgWkiKFUBxLoSUwLHUqgHWqqZjWY7tzReLq+vB6mrr7v1NBOHB/nGWJmUeffPd+7pWPTopXr8Nn7455Fhauvy9B/1uvbtzOX07OO62196ejlgRfu9bm//kv/xeKcSPfvjXRZYEgVmpGJqKbFMTAr3cP//1ly+hakqKCeLv3t5QcWHZ2dpah+f60eF5vdnOyiJPMkVFnqfqCqq7VSDYzWyMqBXFYDhaGpXmFy/2Ly8uPri/1ms1BjdH7W7Q6/SixdI0qIo0kFEN6drXdIxQAaSWxWQ2iyEUiiY1nRBV4xwXDKRZlmaZZLKIl5qCLD9QFB0CpEAsBUvKaJnnjFMhMCFU0yilUHCGKeJM8rKUJRQMSMklwSUCDOY6BppqIEPbPb7+yX/8lMGi3QRrK3q9YmOsI1SLYzKd3YxG54ZBXbuq0GA6nl5fH1cD+u67tyACVzcDiKmi2IyrZUGkxCUrHdvJ84KVEiOqqpqi6eEy5QAu41DTcZKFEgLXrbx4sXd6OmAlU1Xs2naeZUWem7rZajTHo2meJ92VCiFgsUzyMq/XHcvg9YrarFoKlhSh8SiG2LD9QNW9z7549fZ40KjVNI2qFCzDIUEASin/6A+//+Mf/5kfwFrNyjI5OFukRR6XgkE8nc2TLLc9X9ON2WyRl3khmeU5vY6nE2kClXKBcaJq8P47twhaBr5zdZGd7l9t36q211o///DtJ1+dLiVfRLJkVCKuqEIhpYaKB7eaDx+sxElxcZ5cXxeCwcAjnkkIhG7g+IE+H12v9Kq37m2GUZksSRaTwGlW/Yaj6YpCLqfXa9urrMgvTs+3Nu6Ey+Vf/c1/+NFPfgUV26/XEOSaFDzJWkGgaPh7376jUPDpk72FsBfCGM0Xi9mwVXM3N1YF54cHL8bTS6Jhx3VrjmOj9N3N6sbm2igW/89f/JyzcnvTv9Vvo9w63D/S7CyoV4YTcPx2vH3bfHi3gZgWRVlnvR7FyfBq2qgatqlcj+fI8G4m4slXZ+ObpAALy84dQ9nu9m6tBq5TEpWYfvOrV7N/++8f6Sr51ju9Wxtmp01dVytz7fJ8Xpai4DRnQreMq5v48y9ec6Lovnd5PQEMS8EEKwCEENEg8CjPN5r+xvqK7ZjT2SzLQr+ihsuxqbuG7hccHJ9dgmyxvdbe3rq3uz/99Iv9nCv1ivWwTRoVI4HWNA4xVpYJLUV4d8vu1m2KQJbkw9HA8AxA5XQ5B0jDyLw4v5wt4mprlUk4vLneXu3v7x0UfHnv1tr9jbXpbP7m9ESza6MRS5aZTsqabVR9RzWg6zuq4l4Ppi9e7RDPHeZi/+jt3bVmxXaHV+fdZs23aotlqLtEM4xkwQmgCsWur9dqdrXS2X19dnU9qlU8R4eqphiuO57OJJfVoKYARRa8ZKyUXCAJIQQCGkSzdKuUshCSMQBAzkFUFClnEEhFV1XDpIVMirxQgC64FIIyoeVlTgHHUMWGuhTFk90XDKY6zV2T8lJkOYkzVnKBMU3SoabpRWpBqOVllCWxb2lVT5/OR5W6AyC/HAxN2wcSE4iqQUAJwgR5ro+xliYsTXlWoKPz64vhjUQ8ShaGobfavYuL0eByTDB2XDPPszzLNVW1bUcwNpxMSsYMTVWIdCuG72sKzAJPATzdXum0a7Voke6fDJfCwKZ38HZwc71M4lCUKcuEqiiBr3TbFSil/LN/8/2/+MEf3Xmnq9nqNAJfPj7bP77QVBMCtIjTXEDL9U1DS+MlLzKsqkCjmlLc3ugUYarg/PbtIEt4PIErDeXenV7BrBevD/wqe/iNjd3d0e6b8OBkdHg2LKTCEXQrqmUIwqLtnvXtbzHn2FwAACAASURBVPab7cbgCv38lyeXVxPLzFsVs+5X/cCQOD+9Gld8e3uj2e9VbV3LM0iJJ5iFhGsYnuQpQNy1jXAR+vVmCcGPf/rhT376ScJoCSBGJWHpSr2hU2WxWPxX/8V3NRWfDOZLESyBjTX57OnH7Vqz7nXC8aDks+PLN7lgABtIIh2mFTVrrbQqnbUXLw9HN4ONNfV3vnN/dlMeHJ32Nq31tXaRa59+fIhg/J0PtvJoSSn2q62Pn75BOrm36dZMKLlor2yUUPn88zfPn55XAv2bv9GdzZPhJUKAWXaom9CrVG337vf/3aeD64tO17pzp9pftQJH0aAWzmKFKuNJjKnaWqmE82JwGeeCTsLisycHYUkoFDqUuqJkGbdNy1Coili1rnuemRdMozhOphAyS/fTEN/Mk3EcsXzx7p3Ggwcd3228eD6YXSe+bThagWg8j0unYmxudm+us9lotLFqepaj6CpE4PziWHWNVm/t+Hzyi18+zVK8tV6v1UyOpaZDRcWB0/zkk5eD4bLdaG11mrPFzTi+qrZXL8/lxenU1EW/21UhhnK5fbvlOFo4n89m4aIkz48nV+Ow4SoGUXWqGAotClGteFjJdVuNYnhzs3AdV1FEUDM11Xr1/CAvWKfVIJybJsI6vh7NWpXaxmrT0zSZQontYRSOFjdS5paugYIHblXRTEINguh4csLk1HNtwa0iswYX1zfDC2Ckuo271XYrqGnUKzM9KwtZxCJHgtJFsdw5fYEMWfEcR3cHg5ub8aTRac0X2fnZqL1iR3G2XNgIa6VcAi5bXsVWyXByrRskY0leFo1m5+pqSDCpBl6cxULm9VrNMPzFrNx59bZkeBKl02gpJENIKCpVFV0ApFGjKDlCCCJYMgYBcDx3OBxNwgXGkMhSRaLiW+u9umMiCjKN8I1ee6W99WZv/NlX+wnQGcWnZwNWAAIZgqmp665rNat6q25DKeVPf/TX3/8//5DoIhbl6c1yFPK8gEgQKSGgqsSUSQkEE6wArFA1ohgU01IKnqd53YPferdTs7zlVUkIW91oSqRP58tG02g37eOz65evx4NJcXwxHoepwAJrpe+ZiIvVetCuGivNxmKOnjy/nobL7orZCrwyLiDkiYjDstRU2K6Yv/Heuq0xIMtCSEVx65VN326NLofhOFrprb5688qvO0ilhycXRyfh5U0WFazVdh7ebW2ttaejS4Th3c0Hr1+dDqbZdYgSYOuOOrg4vD67DqwKokvBonh2rSocUWCYdG2lXkbpxc1skYo8KS3VsqigMF8m+bQU/c3ae7fc7c0WxM7pyRlFualpizAdjsA/7J1UO8adNa9u0IpVwRQRkyPCeAEQQ42aoZmVoxPw8Wcvl9k4qNlSACwrT56ejsOF6WrtFT9wYcMjjgpWVxq24331+OjifNLp+ComyTKlhrJ17+HPP9r59PNjQ6OurpuWHRVlyUWZp7YBb23WdA2maWrqCgTp9uZqq9Xd2zk/OLyahzJPorV126+jZt1TkaGVUBUlsgmjbDELiUYUw+OJvlxMo2TeaLRtm2ZJXjIRRklQrSOiPnn8ejpe/Ke/+20A5dNXu0ST9+70NcXa27s8PBlRxRucLxfz2Te/XetvNvf351dXC2qkjaBJCmhrvNnyw3CRRml/bZ1T+tXu8XCaeJpdptKtOItoVOTl3VurrbopeBnF8NXrS4xpre4ZJp2OZwf7p4Zp9ft9UUoJp06gFAlWMNpct9p1h8XGxUA8erWbFEvDQp6t1FynUa1ihWKiL6bsydPPen1va3uT52ocK7s7+xeXx7pP22vNbuB1A7Me1AWw0zyhMGO5lFLfPT58/XaXmJprOr7t6YZ2dLpX8tRQa1fXYX+7HWXixbOxojrzaAQh6VQDCuRwfAMQBAiqqmY5wXwWJnlsOdQ0taJMijxXFDNP8dnJTZpLBnEhyqJIbcdCEOR5rlDFNp285Ms4pYrKSgaBpAotijLLc4ggQoASTCTcWulWXAWDuFFTWk2z3li5HoPB5fz46Niw6P17DwHUGSuvh8OziwsoCoUWrkmhlPL7//cf/+s/+n4JWCL4bFnkJTJNV9W0omB5WRRlkWUpwlAACaTQSbHWcGxLG05ComDXRraJHNP2LT/LoqCuOLbBErbSbJVlnEjx5bOjvePFcMiWywIRjFWpmQaBlqqqUBQ64CqGTAIAWX+13l9Zm07mAPPRcnY9nqsENKtGv+estJygYszmQ9NUAsdWBXa1ynLKGMOTeDmNR426b1hWKf3Xb6Y7B5ftrv/gXhOyZZENK1WHgCpEjWmOHu2cXYcAEQtKmi7T6+uTpDxXRBEQcLvn39lq+RW00nGzlL14c/O3v9y7GmambWAol7NEUig0gqDcqmnvvlN5+P6dKEx3Xry8f2cbI/zk0c1gKhiKek314Z2OpitpmZ+cnRJY3r3VW2nVk0Wo6RpSKh99fvLVq6OgVstScXo0EhxJQgrEdR1TnNd9Zb3rt2qWH3j7e/NXLy9cl66vNDDkg/HFxv3Nt4fzL3+9b+qmqpucaIPJQgCpq8i1UKuiV3w3S3KKZeBRv0J7K1XHMdNYLJby7PxcIggImodzFaP1ZqeYz6iFXd8qoonhBWfXMotyw4Qn43HGmKkpRQyItJAEjkW6K65t4/l8tNFvZQX5xUcvC45XV2u2Tqqen+b5cJp8+sX5Yl4+fK9y63b72Vdnw+Fofd1HpUoBb3bMtAQXF0sCDNvQTQe5dediOD/cX0wniWpKzRScA0uHzZrRX13n3N7bu76+nqoqUTVi28H19WS+WBiGxqXQleL+nVWRlyxLHR/VakEUkfNBNl4ki2WoGwSJtN+ud1vVeTQ17ODp0/Pzi4v+ZrtS9TTVvL4eTybTer0iSQkxX62bqzXds5ww0paxwEiGi8hQjevJzdV8mhZF1XUqjuM6GiR8Oh1CoC4WSaXpSmq+eTM/ejtJS2ZYFkYyTaIoSpIsJ1SnikYVteQiLwsAGcJAQs5LhjDFSImXKWNQQMK4FJxrlGAEgRAASoRQwXjGSiYY4JIgiCRSCYECYIoYKvIi16FStR0KxcN3bkOUzOeXtucvE5GESdUxbm12b9+5c3Y+fbZzmDNQRDGF0lKpQgCUUv6P//x//lf/17/VXQdSIgRmBQj8ar3bmEyHk9FVkUaNWgUSwCDARMnCyb1+s79SNw1cr+kE4pPjWRJzr1JdjhemCQRJ5uFSMNiq1hqd+u7R+c3NUmQoT4pWZw0p6tU4NJwqRGg8HpVpdmt7FVO+8/oZ4vy9d9/TLW3vbH8SLZNlYahoY60a+DRPlqvdDga5brG0TBWkalLjucaAeTq8GU5vVjv1dt2o10wJ/Revr4bj6UqzQmWpKtyvmjxO1la2xgl7fHg6TpXFwpxMiG7YUXIu+FXNNpQ8w/lybbW6sVlp1kzXhEhzfvTTk7/92as5m1KTUOKXBYcwtwzbpKjeRlu3V0QCaCk2ekG9oZ1dzL98MogyWffJre2KZiKq2afHgzIOv/nOWiOwMCOKUkATHF7BP/+7V2dXC14oIoeNumc46s1ixFhhG5qj427D8Rw9Y+z0NGQlrgakERi6RgrGo1ReXuaDy7nkPIkToiAnMBQidJhtrrUZwMNxFIWF77n1mm7bgpK0UnEcJ4jzNE2XhuaNp1FUFACVjSBI5+lkmRIBHTVc21i/GYP5ZNBf7eydzR+/eQuwplEPMKhi0apr7bbt2Iqm4UZDZwIdnSyuhjNDh03fqnqOTrTD49OTy4WiNKhRVGuVq/PF9Gbw8F4Dl4qQfOPOyv7Z9NmLKygUx0S+B9c3W2EKf/HJwXC0MDTWaTuW7UbxvFq1IVZuhkW4xHFcCs4glJSYRS7DZQhhCVAZWObWatu3ganTNJPDWToOlwxJLghAmCCYLee3N3rNmr/75kVv69b+0ez0YmRaFuMFY5kEAiPUaDSyZGHo4p3t+v3NmijE/n54PSwB0ufzxLIVRMA8TooibVVt16C2rSJCsyRs1Nw0XWZl5tW7l1fZi9fXaaGGSRymSclLyYEEWHCQs1KAr0EoIYFUSlGyUgqBCEYQACCkkBxgCTDnAgNJIMQICsGoQqI04lgCKREAVEIFYlPTFEwdS1cUplFQdX0DYwzl1q2NeTiZLCaaadpuJU1LBIFtGWUJv3qyv3t0Ua3XO1VXx4BCRBGCUsr/7vf/4I/+3Q8N2wdAYgQhogAi3dDSdFamCxWhb9x/kBZRmEedtdXjt6d5GLV8/ZvvdLZvVyp2nYfmxx99Xut5ddM1NZqJuIDy+HJsGjU38Pf3DztNe7XqaJoFtep0yeZJYbk2kiKaxcNJbvvVZbbYf/M8mt3c7vf8SvWjJ88ziCGEBk6//f5dPzAvjk9rVp1CLNQJx1CFOlsuADcFqT7a2aUGqFik1/YUFRdMiRKRFbksKCyFprJ+v27gZG2lAYgxXFyVUh9emT/68YubKKq19fWe9s27fQqK0SjZO71Ypou27377ndV6WylkZef19MXuvlSg5Tp5IY+PLuJIAKhors5ASmV+r9voeOb2nZbVMH/26e7O3sShqOpqruvqjn5xeVJxjXsbqzVbMxHRFSnN8iwCP/jbg6fPLqHAlm5QBWFNCipzxjFQKrZFxdJ1aFIWiGq+aRMhXRMTJV3fuPPl54PHT0+9ptmo1GCSdDx69069UtPHVzcQIGJoSDUmw2VRskrNdDwyn49YwctSnY6X3ZaxutIKUxExUcis6VnZbD7NSwxwv+5ghV5P5iJfdKutszH69fO3lu0vFiKJC0MXmCRSFq7n2bZhaaXvG57jGZpSFAvGMsvyyxQdH56pWGm3epP55GIwDYJAyJzzWb3aEJms1RuD4fL8aqZqwPdB4Gm27iwWaPdwen55TUi2slZ1A6css0bNu76ZHJxkJ4MSSAyAzJPUdb0iY0JKhEXJYl1RdQrWVwPTVKfT8ujkWqoU68p0HrKCYQRMTdne7OdpXBaxajtn43I8S7I4kYwpFGEENEob9Uaeh4oaderkg4dbda/+/Mnls5fnuhPMo3gcRbZpAiZUJJp137Y0v+6fDAaL+fWD291sGVKE3n34/sXl9PB8MQvZyeUkE5gxUJSlkJKVTAiBCQEQIgZVqSAEJZAYQ0wgggBCAZEUUiKEEcJfg1IiBPX/T5bGmq5ShWAAdIIdy6gGnmVapkZsXVR9w/c8BKBgHECYpMlwNBoN56IkZzfjm9m8lJKqpmAQSKhpqm+rtcCyLYsQAqWU/+0//Wd/8pc/Uw2FlSmSEmBY8AILpKLCdbijGSutTpqnw8VCs73pdCGK0tXRxpr38J2uZXhJhL/88ouN7fpGtQLzcKXn9zd6cYYYqD15ffHTX35mOcXGmm7ZzSfPz0zLXut3XZ22fLPqmBL6YancLMbT2YSIvN9sTCb5p88OB4ss5amjl03P7Kx0htcXxSIzFQ/pXMCiYenbvYalu+c30Zevj7ya1+t6pk53Xg9evbr0G7ZbU/KEpDEzTBj4loni+5s923aK8rrVDBx9/VefHHy5u+fVKoGJ21VerZL26v3HO8M//eHPak5ztWor2qLVq/e6TSRIlhZYE1xFe/vxJx/tZzmUSF2y2DT4es2t6cqdO53OVu3N6ejRkzMKQd33syThLKw2bEINkYFe01qp6Y5OqaFNCv1P/+r1V0/PVEIphQBBoQpAQClAlkhH0x21pCSRRAb1ChGiWBS9Tq3Xs9ud7l/+8Ku9/WH/dv23/9HvJONpNDrrdjQnUDBWRSbzeLqxvqJQNUqTjGVUwxIChNAi5FeXISinrYanGMHO6eVsMes3grqtCxNXqr6LlevhPBOCiMgxjIg7+4Nlq9E82h/t7h5zuVR0oRoqpmqWJL6tBI7hmFa7XoWwEDA3HCdc5pCDwDBsU2eSHxyMOeB+pTJdzAaDga2orZovIZFIWenXVC2WIoVMmY1z3fCirGAQz6LkenBpWbTTqS9ifnaF//5XrxWqaaqSp2mr1SqyAiEpJL8eXlGMbJ12Ox7G8GYY5gV2g+osCkvOsryI46Wua92VThwuLNMYz6NpIvOS8yLXiEIRViCSjBmGBmCumcveivLw3uZq5/arZ7NfffZaKoLoJAx5meQgi6u24rtqoxW4Vev44ni5iNbba42qt7nSrtp2luQpg6WkcYEXMYviPM3zOI6KotA1HWFMMFShqgFKCVY1qqiUUkQpVhQMMJCCAwSpolCFQgAQRhgRKSWGWNcMhCDgjBCAgCQEAiEhEBhDjCBEiBAMgZRAlqxM05TniAgnzguOuMAAEUQwhEJAIDHiQDIEEaUUSin/6e//rz/4m1+WYsHLFAOVA1GIUIeg6avf/GavXvUc2wQYjmb585cXJ0eX9ardWW1TKjqBVak0Xx9evHm732tVbjfqFgw3N9y1rssKkDMPGd0vnu+/Pd95550axZWDgxnVuBSpo5p3+q1mlVLVClN0PY+TnJiaRyS+uFp89vzV8c24kNKksqrqhEgAo27TFRwlHH3jvVsom/aqQbvhXY1Hh4PFzuEQYXn3Vs/VGx9/uMtJtHrHTxP1+bND39dqtYAILnI2Hk0NdflbH6xt9TckdG7C9GqYwTKt11m9YRFinw+Tzx69DWcgi0LDVBVdPLzX8ExdFKjVrTC1OL0oP/zlYZkjrNn7FxdIEQ1XN4m8f7u3fbv95vD6H56eEYW4rpaF49WGcfdu//Rq/nrnvBF49zfr/RXLsJWEBX/4/U+Pz3OEAMUScp7L1PbNgvE85oai2ipQKSeU6KYOQaERXK25G7e6huH+1Q8/X0zL7dstzfKvr0a8iFWjlDjXdcPD6natutbyFQMCIp6/3lNUR7d0ogLLdRTVLLMplKJgyvHVUDNVm0KFM8XTLEu1kTYPxdV41qrpkqURUxJJdaLmCX3+bMd2qWZA3/cgQscnR9WKgwDEQPVsF0AW1E0hy/liYRlWYFU0FVuevrc33D86WFnZUHX31x99oYKy3bL8SiXKimanilCUJdPArqVzphA9x2QJtKcvDyHLN1arqRDH1+LgbTgeRQpVCMaCcU1VMMRpljDO85xZlm2oRKWlkExKjarOIgxLluoGzViRZbkAECEkpMSECAEAQJyVBENN1TgrEYRCCk1VMcwCn29tVh4+uDcdFZ/++u10ySM21wypA63hBTpBTdf0bV1TMdWxbusAqDp1655dtfQyCgUvdcsWkOQCpoXkAnxNCME5p1TBGCMoECIIYCAFQBJhSDAAUgIo0dcghAgCiL4mBf//CSkxooIjCAGGX5NFmXNRIiAAgBBpEBGEAMIQY0gIhFACCKTEmKtSAowAkIJDLpgAEnEhEJFSCCkEphRKKX//n/2Lf/MnP5IkLfMUCkMABEncqloN37JtaJjQ80mlYRNa+/TXZ69fnDbbLrFokbOqqlmGMVxO03zZ9it3Wy1dTjU7rzVM0zLiBEDVWmapgovtXkMljbfnoeFj06ZvXp6ki/Ddd3pUJQWH0ygDxAyCdpowDvHe25Odg6vBIMvCZKu/Ml+OIAi/9927UKLnL89W+m2KMh7HjqXkPNOd6tuzcHB1dWur3a6vP300mCxuiJVTYg9vJq7LN9ZXkGq8ObwZnE56dfP3vnurVdU1E6u2t7M/HA3ONrdXeKGNhtOtWzVNVxdzeDNKGC/SZOHaqNtt6JqZxCnVmBBsOs6P32Y5cJ7tHYYs9H296Qeuoeuq+nrnZDhLqQEgKdu++Y3ttqGjacSf7lzmBVxfba93DdvOVLP+w798c3UNDFOoFMSLXMK81alnSRyFiUqppRMCYZlzy3Y0SxVACMhMW00yNhzGa+1+q1Z99Gp3FiZExXE+Fzg3FBoQfcN32xUtaChxvpgvmWW1BJRIKRWNxklaCaw0yU/PJxzSjc1VkUXRdNxbq1sW0ogeL8n55bBeUx2HDoZTw6lCQM5PR7qiUVIqhHWadde2R5MB0VGciyKHWVxABBqtACF4fnaRpzJwGkSV1ZZ1dja5GU8MI7Ds6tvj64ujM9vCvX6XAcA5C8OrbsOrOhVYIATw+WL+8nS8czCo+fb6SuX4anq5MLMCY8EE4xBAKAFCCEpQ5LmAElNCqMJYCXGuqwqEepzkXJQ6llhyCSREmENUllwiiqkiAUCwRF+DXwMqJUjKOEktU+82tFqAan7gmu58EiZx/v+SBN+xlqbnYdif5y1fL6efe26/02d2Z7i7LCqUKFEQRTG27BRHTnEQ2UEMGA7iAEFgIH/4HwVIoARIADuIoyCQjNhgkUQ1imJIimWX5HLJLbM7defOzJ3b7z339PP1733fJyvn93M8HzlIwWzAzbX1a1s7Hhc2FxYXRGCQDDJlwFQlIy04M6SJoyZmkKMBoI8AfoQBGRCca6MNAjA0YBhDQEAAIk3GgAH2ERTsI8gASCldFJkBw1AAcELkjFlSIIIBw5AAkYgTkdEKOROcc8GF4ICk6pqU5oAcEQHYRwAn0zkhhQ2vUqU2hgsLieif/rPf/uf/5+8zwY3WDF1AIWzlSs6NtqRpNN3VVb/V4Z7bmI/k3bv7aVHmukIQWJXdhrh1p9du2BEPNqI4jlBJOJ6lhxfJh7tnSukwEpt98cs/c63RWvvOG+9pLD7xqY+Bgmwyvbq1mldLZXhW0tPnp64bM0DfZ76HtYbjU3z0cAh++M7jx1mWvHp10AtZ4ITPjs7Rlo70jg7Plknquna3Hfe6ftR0nh+ODw6S2byugVuWD1jEEV9fWZ+l6sXxBZiy39Cfur16+9pqo+1PlnTvg5N+U6zvXP7Kl386ny+/8Pnt27cGScL29pNHHz7eWOkXZbmyHq6tt6C2yiSPYxU1uJDr+0fqW99/u+Kmv96Swtl/erKcqeEiAZ9xWTlSBCKwCELfTXMN0gFW1FUtyJCatxq9g2fLgPmb65F0vfcfHzXbcavpzWcTKQQYwxH6a2uzPBuOJ4uk1spCwzgqyevQZ5vbO/snsyeHRwaAQBmquA2+bbUdp2VBM6beqmP72GmvIUTnw5EXCNuRk8m01YxPTiearDCM/IAVyWR8Plod9NsdzxIyS5iuue3qTj88PRlalqNMPRkvtzc2hqeHgSv63Q4Dk6YjFCxsrx4fTz788EWn05UWhp5flzrPTJrVWTm/dH0FuXcxGc8XdX8w0Mb65tffGfQH0mVHJycA6NmwtdFxUQqoBxs+euHbD87f/PELBtKyIVMq1Q4ZKZGACAEdaRljVFWTIa0VSkAmKk3Ea8aIFCcNnIEhhYiC24YAkDEuAIU2BABKGQQjmZZUNXwrdDiD6vLW2ku31sLAbrh9ARKojGNwHOEIX6ALmiNyjsARGQAyBgRVXRswwJAQAJA4NwQG0CDjjAsypLQy/z9tjAEAMgQAjHHGGUMEAEQEBATQRmvSZAwwYP+WVmo+n1uO7do+1UTIGGfAEJAQgHHGJeMcjVKkNRdCSo6IhMAAyZCqFBlEzg2SlNyobHf3Hog67jqnwyMEROYgEf2z3/6d/+1f/H7c6Fi2GJ6dACMUwpe+a+u4aW7fuhw67mi032v7N65dLmr26Mn58eHF8fGy0PXOpvtrn70Re7T/bLic29JrzPL0w4PT80mWpEqKctDFn/n4ztqgUZS8Iu/ewycGKA759lpj0OzyenznpTWD0Y/fPnr3vdOiQmR1ryPWt5q+333rBx8aIUSA6aK2DAvs+tata8D584P91c1tDfLg+UG1nH7+V16NBNWKDhZDLxTjKX3/B4fjSdJfi8qMT0ZqOM6YlEGor2y7v/rpV/odu9uPsoK/+cbd1bbubW/83pff2T85/fid6HOf/pRW3je/c+/+/WfNMNjeaG2uiauXO5Hbk6w9mhzJIL/+0vXdx7Nvfeteqzc4m4zOxrOqtuvaOh6d9NeD7fVmlaT5nJ2fZ1JyweC121e3V73p7NwO4tNhfnE2jzz2sZtbEpzDk2ReY9wIet14dbW3utpHxCIrx/P8zQ+ePjs4A86QcVOj0DzypGflmTGPDiapzlW5rPMFM3UYeI4lXcR2w2l17W7PbTadqig3165Nx6lWdVlMu1230YzvP36RZNX1K5fCkDmOyuZ5kqLtua4vn+2eFIla3+y6kTSlrtJFI+JB0MjyXGuTJMUizYXlRA3GKGk3OucX1f37B6trG5YDkpUWN41G/+ne/Hh49NKdK+NJXtSlMrzda5Hxvvf9vck0JV4XRREHjcBjzdCajyfJYrqy3mz2N05O0idPxwpszRiBIdLMEBAgA0aAAEjEGRNc+q5r6rwsNXFZYWlZFidhobAlr00JgjmOa0lLCBn6vhSWrmrHEmHohYEb+lZoS861Z7MwdDrNuBv7TBvQHBkHqAkLQODkoBFGIZGpjC51rYzm4iPcEGmtBGeG0BhCZAAIZIwy8Ne0IU0EgCCYAATz10hrnSwz27Y5l8hQcM4Y54wDgtJKaWW0AQSGDIAQgEspEdAYBAYMNZIBY8gAIGPIGEMgzlFajEAtl/O8SB1HCiabce9sOMuJBa3O0+e7o4s9UvNKzaOulxapqtXm+mUkov/uv/8fvvIHf+44XhxbqGe+JQD5aFqlRSakvnplUzJGKr95rd/vWQjaaCkt+2RYPtwbClFsdNnNa1tnQ/jGt3bPx3VWl8uicELPtnjsqO2euHG5tXNp7fUfP31xXE2XdaXmaz1rpROsRCttt/j5n2uvra9OE//uw+LtD06+/6MHmljgYcuDW1c2Xnttu90Vo4tJkijLDvaeTyfjKROF5zthK/YDtPX8c59+GfLyYpQZmwUx1iSPLvTx8Hx1PcqWmKX+g0cX9x+9iDxvfbV14+q1lm995jNXkvRgOj0rqomxwtd/cnE6XbTb5rXrH1Op++UvfSNqxrdevpLOjgInuXGpv9pbrWqxTLJm12923PmszhauEK0f/OCd9x88zhUbrG/m2dmta62Xr6zny3mxxHmKYdRoNOEjrgAAIABJREFUBO7WSrsfeigBA7eGaDZd1NWFkORYfSF7jh9xSY6DjiOSNJ0u8pPT6ZPds6S0QAaGq2U2GQ7Hk4t5t9tLizSpqmVWLNJJlkwl1KFne67tO95yOnFdcFzRjL07L11f6XZWVzfisHF8fLL39MOt9W4Uhfd3n+4d7m2tdXr9wAulyuujw5EXOOubvYvh7P77H/Y6bdfhZGh90GjFUFVUgwDpHp2el3XdiFcm44kjqu2tRqbUe3dPGO9Nx2cfe2nFk5UmUZF3cHy8srE2ndRRs3VwfDyfT1bXrz19ou6+vwuYW5YbebElC8ErVaHksSJQRGVRCsuJm52KqCzK0JGxzxEqzgRn3BLCkpZl2b4X9LsNU6dlnknHZ4JFYcxAcADX5WAqRtpybcd2gDGLc0swVJozY4eWsCwpLeRCK1VXtSIyGnilhNJkDDAwCCQ4ckma0BitlQaoiRXK1HUtpSAyjDgCMgHGaAAjkIEmBggAxigNpTaGCKQQUlqASBoMgDFgCAGZrhWA4cDZR4QgYIQaiYxhpAjIABiOSIDIjGCGM+TIgHODrAZDRiEQEGfCMlBqnQJU5+dnlcpdh0nh9jpb3/nBe8uaXbpx64//4s8qlXdDyU1uh45wWDPyL1+6ikT0P/3Ob7/+3b8YdIJr11orfd4I3fmyeHKYP9svPnj/JK+ISQoDZ9BtosrKdLK93u+seIcX2eOnC8uyXr654lj88e5id3dU5bpGU6GSHrek6YX2jZ212K5vXt04uqAHu4vd58+bDbq+HW0NGq2wkaTDuFlf3WhsdHemiXg2TL76zUe7++ViNl1vFX/373xie2fw6P7x8Hzaavsfe/XmbGL++M9/OposW1FAiMLOPnYzfu16q9+MFcVnp+WTJ/uzKhGxF3X8OEAP0ebhwVA/fDY5ezFx/RjR68fhf/mf/+rh4Y8BkrgXLwv79TcO3vngRaPvrg66tuGnR083tldbnbV8OVPVYmutOVgJbY6ceF1SklauG4RBM/TjLMmfPXs6HJ5tX97xY8uW2pfCc9wwaHErZMziRluEkrlM+hUw7jiL+fnR00dgKI477d6mHzYZrwmrRTo7OT+fFQUT4XhepAnXtTufLEiVZb6czOaz0jw5nSjGwdRZuiRjODOuZ5GqLCni2NdQzcZji/irN259/JXXolZTAY2XUz/wd9ZWbY7LYsal5iY/PHo6Xl40PVtVaRxanmPnNe4fnC2mU1K1dILty9uSVxdnQ8v2Hc/NinGrHcXhyk/feloss5u3Yr/HDs6KvWcqT/Sta6sNjy+m4zD207ysap4VXFie49qLxUJrOD7K8lQ5LnOlz9FqdsTWzopnN4EC4IRodK0QKPA9ICIwtpAW4wjABQMiIQRHjpxzxuuqRGEERwRkTEhmkTG1KgEBQTEEAuSWFEKiqUkriUgIinHDOWNcKVMWVVmW2oAUEg0JAmMMgGFCguSGyGgDYAiJgDRRDcSIoQHUWjJOIDQwQOIcheAIDJEzRKUqTYUxGgiFEIxxIjAGAJBzIbijjVJ1aWoFQEopFEAcGEcyiGRxsshooJKMNhoMEeMgOQgElJYRNnGGVCDVCK4msfv80XQxvH7jyjxZnpydAlEr7o5G6fd+9F6ztXrl5tWv/dU3x0niC9juNolTWizXV5obWxtIRL//e//zm9/9Rq/hbu24KLNSOacXNXG71v53vv/w5DxFiyMZrnUrdnstN3ClF1rHF/nzvcQY9bM/cyUI+Dv3Do5P56BIWkKR4WAY1q0g6vW6kSt7DSfsdA9OxqOLs9dub68PIteubVecjS6k1Jgtd/pr3UEzY9XBpN4/1ocvxlV68amfaaxvBhYb5Au+nB3v7HRct/P7X3x372h8aat3dDKfTJerHfz5V3v9Vv/kJDclRnGUMv7Du49LrbsN+8p6q9eNHu6NTkYwPMzieAVQcD3+z/6TT9tiMT47HgxWDMr3H47/3+8/Ko3xYxdIab1oxM0iKX3PjnzZaciVjt2OnE7UAC3OTmZR3Gy34yBwGNRVmVoChZQ5IHNcV9iOcAjsWrFFtvCkkQQ2j+PWuuIOSpkmk3s//WG1nHVbjUanu3bpukHMy/L54f79x++DUKvrHWWM1vHxXjnen282/X5TSit4fpF//c33LrKSSV6XheAcwRhSgjPXtnqDrh0HtVaWYRvtgWf5SVVp206M8mN/tRmut/wyu+g2/Sura7u7D9558IPtzUbcdEFpS3hpZfaPnnseWoKr2lqkPC0pW0wczhoB73adre0ek/777x+PRontlGFLhGEwn8ByhovZfHXQ4lQ6yBG4EEGvu9FotsIwZIwpbSqljdbIQQiLkQTSQeiA1pqIGFdKM0QkIG0YcMYZIqoKjebASKkaERABkAj0Ryzp2ZZrQBujkSFDVNoAADEJiEhGIEnOwWilaiYtA2CADEFV1ZWq60qnSWpZlm07nJATaNCGgRCCARhDigg5OC5DnmmWAiI3PtYOByYFIghtLKOJABAZ40AMEZjWBkBr0sYQIiCQIfMRAGBMcGYjApEyVBdVluZLotKSnDNbiIAzj4PFGQDWYAxpRoSkayHRcBinySQvaq1srn3BmlFXKf7e+/dLXfbWulmVPfrw2eHBpNXsLZL53t7Rresv3Xzp8nd//INnp2ecsUhwy7WkxQ2U62srSERf/4vfffDeO2VZ2y5/9OHzvRdzP2gxqspKPz2cLkqojEYEoctGxDYGTYtjo9VYpOLBo+O6zq7uNHqDYJrTk6cXFxeJEI4BtDjY3EgwcRQPVla4wGWWScSGh5+8s+67pcWh2e4+fn6I0kRBWFWUVYkd0OpKE8ra4vYs0ScX+36Mg/4g8p06H612w5Xu6tv3FnfvP3/ttVvDKfuzv/ypZ8mdjdb58WmSlp3Qee3ONa8Vf++th0mqLTQ721G77+YqeLG/HB5NHKefZazl6r/9hVs7W97o4jhZJGEjQLv1tW8//u4b9924AZJXtfYtbgsjhZQMQkfvbMWX15r9VqyLmhFvtTqW6ydFPptPieo4tEiVYIP03E7UifzeycnsfLS0fXul6yWTC9eKVgY7lh1LywfGHzy4+/De25tb/bXN1UZ3ZW9/eO/h/vlosbe/ByzrdBzX4+32+mJsL09Ug9eXN8N+b11Zje+9c3eY51Gr7diW7/vNRjOKAiEEY8x2HOn7jIsiydDw+TydLTMZhMtazZdLU6Y3tzu+VcQWv7yyeXC0v3vyXrNNAHo6PO81YxDi4HxY1qXvSN/xjYknE7779AFn+aAfDFaj9Y22Y/nPny/uPRkl9XJzJerFjWSYcWVxQZ1BK458TwRh2GjFLYnCs13GmCZShgwYrU2pqFQ1KoY1/wjIuoKs1qyqCIEkFww5IyQCIbi0ABmQgUoZAETGFNXaVGjIRtsWHjJWU61MiQwRBYClUBgkZkphSokEiIawJqYIGDOqVpxzAiQDWmlgTAiLKVJlXZEmzqUQEhlDVoEGAdP58dnoQW/AO+02q5oOrlnMQdS6LsAAgm1AKGOKKgMOXFrGIABjwJAxRCAwZIwmRUQMORrOEZmFk+VoOBtWOinTcSeMg6DjOR3JI0QpJAPSAMCYBERkNJzNHjzbe3f3+dksqXXtC7PRDtc63XZjZT4rTs+HQdN65eM3k2V9992DF4cXh8Oj+WzWDrxr19aHy8mTk6EG5jIeBJJxzSRd2l5HIvqTP/jn7959t2DW/snp4/svilRtr3fR0GyeKkDFYLpY2raPxtTFwreEJXi/v8JE4/B8XObzT97eXN9qjxbJaKLe/+DgfJJrsIEx1zKMKkDw/MBx3Lo0vg3rHfrln13dWXNsKWrtf+VP3yIbfv7Tt/f3xx/cf7q5PejGfNBkrZhV6M6X/sHBdLo8vn6zcWkr7oRuHAit7WfPT1w/9FqX/vKvHj16PNoYbDx+8gF30RVyq9te6UWKsVajzU1t+To3yXRmHMeJAzkdyYd3s57f+ve+8MrGOhuOnk0XQ8f3LD98cZJ+74f3l2VVGlosyipXjLjjRLZtN2Kr1xKX1sN+y9dp0nCjlcGO8Dv3dvd+9JO3+qutRoMxTHotx0FoRe1mPChqZ7Ks252+b/PJ8KgqC98N2n7Ls+JEsfvPdo+HR1HHi5qWJQHIef/B8ZOnZ1mmLYm9XtjtNoMgsHnXt3uxJ/ttL/ACgyxVqfCs3mDd9wLGhbAsISQCGgPGkABWlNVsMa+VUQayotSKqlIlWZEXhUX51lan124IEoBsWh4WxcVyMj3de2jT3A2jd3fPx7PalhD41GmsTM9ongyZXWisW51w0G82vdbh3myc1mkx67W8je7W6CDptXpr213LF7bfMGC70hKksVLMgFZGEeVVWZZFpUxJQIxzjUwpKbkV+9KVzFgq11VVIBAQCIbIEEBrVluSIZcEQhuaJ/O0TNJ82m83Aiaxtsh4xBCEQUaGmAGHGCdBqpiZeu456Lp+VZHSthAeZ1iWleCCC4shY4zXWqtaQV2TMiWCZiAZc7lkgBWj4WL2o5/8cDh9fPNW86VrOyb3I3s79BtJOlmMDkPHabXWCdxC6fPJGXPAjyIkiWShBsaY4ILgI0QEBogDQ0OkjWGwPzw6W5yCrKTK1hqtMOj4XhfJA5IGANFoA4wJFDwp0rd++t7j56fzmr84myTZEutFL7ZakX/9yk3HCnefPvUD9plf+uTNGy+fHaVf+qNvvPfhrm3Jpie6HX9WJk/PhqVmEk3sw7UrK57PA89CIvq9//23/+Xvffk0U4rrKjdS89W+c/X6OgL1unG3F05Go8koLSsKI8e2ov295f7eqSIxqxIG2eW13tUr6yAMkffs2ejde88rIyRnrUAiMyWyShtPWABke2ZtwD92rbnWttdW29Jp/v4X3yo1/Mwnrqaz6v79Dx1fWg5srUWeXTRaNmMbT3Zn4+Ssv+L2u3YrEo2AVrv9PEtni0XUu/XmT6bf/ubDl2+8DJjP8+Xh3onPyHM4OHL78vraIGz3ww+f7b3/we7mZvPOra086bz94+lGq/0f/M1PhGF2dvaYO5rIWyTLuBMA4xeTpQH75Gj5wb294cUCuN9o9wBVWVxcv9zuRCKy2M5gww/aJbn3nh794K23u73WoB912nY3EsKUzSh2HJ/L5ovj6XC0bIQBqKosy9C2fS5cyzfSe3ExFYElbBQS4yjsdAdI7sHBkAzvr6ysrPYth5dprmpyfN+xHUe6dVGdnBw5IQsj13NcxqTjurbjA+NECMCIwBAZIIK/RgRABgypss7SPMvzMl06vuO6VjFPuGBoAxptjElnx3VyPJsvvvqNHxS1GXRjW1a+646mxcpqK47k+dkwS7OdS+ur3cHkfO74YRD4AlWv3bdlgOQ5QSOv6icHh3tn5/1W8+bOpk0ayxqQAedlrauyrrRZ1KZS6FvoyxJFXaCTpdLjVtP3OEdd5UbViFpIxhjVShNxbrnIWVakB2cvmF2mxdhUy0EzCq2+Z+9oIw3XTAITApmXpOUyW+y9uEd82e+F3U7f4SGjUGJASFrXQtgACARkQBMYraGuyFApAAQTwKQ2SJChfv2dux88fur49dpAdGK3E/QG3atVqYbjIyxGncCNwi3b7dpROF6cnc9Pme3qGjwUnrSqqmYow7BhWQ6iJEDJkZkaiSdl+eRk/3B2SqKKWb3RiNtxN44HSK42ljYEaAgQmDVNijffeffp7u7OzpVL12/98Te+9ezFc0FVJ/Ytaf3iZz4bBOGTJx9aFvN9r9Xuel7z3fce7h2clEXVcK3r17ePJqfvPH6Ul9qRJrLLV1/ebLhAWiERfftPf/dff+mrb7z3YjTTAC7DbG1TrK11OOORx65sd9ZXeulS/ejN95utZqOz9qMfH3/45LA22omEZ1UbvfZgbXVRFSdns9EwWcxzUno14n/7c5/odHpvffD80dPd1165Vul673RUVmgzK/bF1Wv+1Zv9N98+ebI7bgWBy+z5YtTqOc1O4NjQCljsV8hk0L7y/R+9m2Tp1csrnlcPeo1O3LLtnEs9PA++/rX9J49OPvWJnZdubT969vz4fIwGyrROK711ebC24nU6Xl6oe4/2nUDEvjDV6smhsCD5+3/vFwYr1vHJh47DTg+z2SRptOxmKyBknucBWKcXyfm4uvfoaDTNS10rPb+8E2+txr04GjRX6kLPkvL9R88vpks/CPvt1qsv33Rdhky14sh2HORuqUVRqm6749oO47YqiypPgMiLmllNbuDGjciRluRWpes6r/IsJ2Oa7bYbRXmZq0IhkrABUTCyjUJVV9Jl0uakNBkQtmVJB7kAQiIyaIyutTJaAWmty7yuiqKs0jTN0qTIl1VRL/LSaF1OR3VR5MpYwhMSJaW3tlcvZvOvvfGGFjUaxXXd7jRKUtdvbq6vtC1yqJLtZsP1nIpMXnuqljbTcYhIimrb5r2sKJ+d7Y3LvNtodQLPs7hrSdK6rnVtSAgLGTuZLu89fLKYHX7s5fbW9spwZr377hlT6s6ty9ubq2AKoLKuM2TatiQCq0vFua0NT4oyqyoQZZIPpxcvGj5029sN/1ZZ2SC1RsWFVVf8hz9+p1BFoaZZdW7ZZtBd2ejtrHUvC3QATZJMXM+2bHu+SKpKc8EsV8aWhyAKRlmVS+A2MTRYCf307PzR3snxybNOU/QacexEO5vXnj9/cXhyEMt6JQ5anZ2gMQi7/aRKv/2D7zx88gy0unVp9caVrTQpjGLbG5dajS4QH48mjms1Qo8MJWX1aH/v4f7u+eS4F1q/+Morg3ZfcB/QrpU9W+bzJEnyKi3VxSJ/46fvLBfT61d3LMf+8MXTrCxUWfWaPQbcsWzLFotkqYnSrFpmRRw3JGMqq+tSc6KVlTb32fPjF8s0Weu1NlrOzkoUW6RVhUT0//yr/+X7r3//8d7o8dNTkI7itbBQGt7ygzBkUUA/96nb/V57eDTOk/LgfPTtNx4vcwQQjcjteNCOPLC9w8nyfJbrCizCEM1nf279N379Ja6i77/+4bMXx4PVTlrNFdGyEs8P55bbsGTWateDra0P7h0PT6eWxeLAGvQaq6vt8eTk9o3VnUHz6Oh0NGe7e6NmN1zdDIqySBcKTPILv7S+ttJ+fDd/43tH82R+43rjU5+4oqlwWrYt/fmFevTg5OHuCUjb9mRRZEUGnHMpMlt0s7SVpNN//A9+YW1VPNvbCx1rMpx6XsA4Pt/bdwNvfX3Vde1lWRkZf+db9999+7ltOytrwa2XN3yPI1E7WvWE02m1T0+HzHZsP5TSiaIoXUwY6s31rf5gjUC0Wl3Xc7hAACKCWisyWtUqzwsA5geBZdkMNVFZU6U0kGbcCM4Fk8yAYig4E5o0GSNQwEcQPkJkSBuljSJdV7WpFBkqi3wyHZWLYZbWs8yQUmp2RnU+TUqNdpEuG74sKqyYtAVz6kSCnuVaBu2qKqGcvXbn8kVy/t7zu52VZui6Lhe97trx6fhkfNpfb+ysX728eiuSUanp6cXwpw/OD47Obaw+88nbax3fFFVgtx3PUiIvWW2K/OxonNW2HfrdtmwGPM9UVRtL2KVyHj999uTZW91ucfvmdTD9Im96fodAI6s9H8KAC1ZV+TRP5rVhWrM4DLJMM6uZFDiZDz03M+W012o2ojWkflEj8gqwYujef3D0J1/785/7pU+88vGXDvYfvfG9b968evW1Vz/RbQ84WGVq9vYfS4eIsbv3nzx5+kK6uLbRfvXW7YbX2j883D941u10G2GbDDOmYI44mSQXo7NG6KwNBhzQs+3lbDGbpMvz8aXBYP3aJc2lceJZjl/8wz+7//hJFPDXbq+/evvq6emFI9x+d9W3PVWV5+enlu03Wp1lMrUcq6712++9c3qx/4lXb79y87ZEfzHN9w5OJkl9Ml6cTZaTpKwBKlWleYqESumqLlEiF4yAA1igNZjKkCYgzqQ2TJORHDgzAsCRvkQZ+E4Yivn83HGsdhj0XPvSSnel7XNOSET/7T/9J1/6w68a9IvKgBAV1QDkCcezhNJL19av3rl87cqGI3gU+pNp/kd/+ube4UIbWwJ0PHF5ezDNkr3TcUnSKOOJ4up6/Is/s/nq7cvD4xJRgmRvvfPo7OT0Nz7/KWD45nsvPnwxs0M3bDDhWc+ejYq8dhzqtBpVXtmWBVqv9sRnPrPRaLbvfnCxtzcLIux2eRw1l1NTZZOb14M7t66gsrOCDs4vfvqT+1zSYD1qNqPNtbXQ9y2385U/+/HXv/m2IpcLJlGvrLiXL3V9p/Pw4TJJqv/qtz4Xh9W3v/sD37WA1NbWZpaXj3d3gygcrAw21jeYLZkMnj4cVQUPonDnUv/ajU1ttGA2YzJfpnEUEbGw0XD8oKrrIi2AjGUJ23GkdAwh/4hAQA1AZBCQAQESAJAxBhE5MWJGsZqQEAWRYMTJAJgajTbEwCAZrXVdl0WaLpNskeZZNk9VUeZFmeQZaVMnWTJPLMmLLOEmI+kslJQMZTkPXCspjOM1qiJrRs48U2TZpi6kyhwOBQnN7XI5l6r8+Gs3anu5O77fbDs769ud5ubxGXz1a299sPfo5Y9t3ri08vLW5dWoT+Tdf3765rtPl1lqQdHy3E+9dm3QC23hlGW+TKfSJa9Bi3n98MHyxcnptZfiV272bRWpGu0gBOxo41RqdH7xLids+2uW1R8u5LOjsxJrYcOgG11aa5AaHz9/WBZlEDb6/d5okgunO8tFUmRMZO3QvdS/lOXsYlGkZS11HVuMuc6z0/Nv/OVffPbTn7pz+1qWTt5/961WI1xf33Esz3Hi8SgdToe5LsbzJM35T959WKOxHc6MCj1XayrKJAyCxTyfjBe2xbornckiXy6nrUYch1GRFaYuIy9EsmGRXFnvKEE50NKw82n+7OBslmVhYL12fcdi+PTZfhA3bccrK71M58A0GRkG7ayY1kVmcdt3BGNFqxFSzfNMJpmZzuc1Qm50DUYh4xYHIDBEhhMKTUqbSptKA+SFIc0ZADKttBbcksLVRteqEExxqi1mW8K1ODIoQOdB5FsIA9+5uTm4sbPaazeRiP7eP/zH/+aLX5VOSICIQFAxwRzLAWOkAIvryMMrl1dDz/T6wdbmzR/98Pl3f/hOUVRrveard7Zvv7x5dHr+znvPCTzXDkDNN/ripVvtO7dvzeeGYe7F8mJSVEl9a6NlS2tSeP/qS6+Plop5FLWi48PRcj596dZWXVeHhyMpLZvRWt+/es1Z2+iOZ+XTZ+Ph+XJzc7NWmeBmveN8/KWN7W7DEpoEHY/g3/zRB4+eTfxQ9prs5RvtXo/tXL324pj9ydfefee951zAle1ut29dv77pO63XX98dn1f/4Df/xqDb+NFP31nbalgOW1/b8IKorEwQhEEQN+KmEMi5ICVHF+MsXXb6cRwHQnhlXpVVMh6eR2HT9sKg3eGWZQxBrQUygwQISICIzOaIBGiIEIEhMQQ0BrQ2WinOOeMIRpm60KquKlUpk5RlXRaR5FAWRyfD89FkuUwIKFksyrIq8px9pFQuE4WuKq3XBqsS2Hg0Eo5EwYQpuOXNK2KkMV8EfpDWZLt+lWe+Jy/mqXRdzoGpwuGohW1QmuVMlvntm9fdfnBaXUwXo8htbG1cWdbiT7/9nZ/efzuM2Oc+c/vj17ZjHkk2YHzlfHZ0dvbQQUE1Q1SXrq1Ipo8Px5NxHkd+Yz2QDhaLfDRbnM0nLmKgnNW1NacbX5wXR4dJqy03NqHIqOn2LCcoTTxb1EVFo/E0zZeux5lV6XrkwnKjF3W6/TSj2njc6ZKwL0bHo+FoOq2Hs/Hx6Hg8yizlSrSNhETPUOUbvXav3QAq48B96cb1g+dHyTzr9DaWOc2yNCtz4QZ5KSdzvX98enpxDAx6/dW4Ge/tPTFau06YZmqZTG0bHdsjKiyLW2iD4QK5JURZKwnkCkiqPNc6LVVVK4aMI0gJzSBwHH8ySyvNNLGkqBRpYoahiUPfcy3JpABLCrOYD7lhnLlGWCS41ko6trAsperJbNYfDJDw8MWRLdxlkjFByuRlmRpg/dWNwWBrODw+HR61W621tc2H9z+sqtoN7CpPAiF2NndazWayGDVikafnmopG5G22mzvd3kqzzQxHIvq7//C//sqXv8qkDQQABsEAIrcszqXFhc0hCkSn7ebp6epK+PJLr56fVt/+7lu11jevb4e+aTVFHDem07zdjXw3RE2qnLaabNBv+368TJIszSwL+3FLAJUVgtf5q9fvzdPCsDRqs9ALfGFtbfRH88WTpxdK1avdcLUTua5a3Vh/5+6H+8ezovKWCQ7HYzLzXtP6tV987fpGw0XGbfc8MV9/49F7D4dSeq1AvPpy786tfrfb8YLt5wfZkycvHJutrq4Qh8C12s3O//V7X3l479l/+rc+/xtf+LzX6jk+ZxKFlJZlI2cMGQFpIl3WRVpkaTY8O61U3uk0w6jhurEhlhXL6WTkWbauTVoWVZX3ut395/uL0VQ49jxfxo5/5+OvBr2mKmtdq7Qsq7Qq0ixJs5Oz4TzJW61Oq9dllrCBWLIwZXp6djqczi+W86ouXrl26aXrV2ptzs8vRpNpXZHj+Byl0cAY41pbjCpStTFG6zov8izLVUWMOCnX85eFtghUtmDSyioK/CCbTSPHWqZF1GoZMJ4tGr47T0qFaPI5V8v19V5zbX3O7GfPT0yd91Y86aTL7KKszfB82IysnUGr2+gz3U2Xgbaq8ewwXZZMuLVWtq07HY+BOxpXe0dHaJeXtzq9wBFO9O7jvYPj86vrGxvdxiK9KLLCcaJu2w9jk85Zr33F9TtJLpNlpTSlZXU2Pr8Yn9m2JLMMxeKla30UCOgYbY2GC22YsNjZZP7TRwdVlW2udZNUn17o/ZOFqrNXXtpqusIRwnXtIHKKIr969SqBSBYloXuxKM4uhq5nExLjbhi10mS5XC426GqFAAAgAElEQVTa/Z7t+lVZHh3vdTqdfnetKNR8PhFSg1aH+08Nlpe3b7qyWRXFfDGpVJmmmW25th+Viipd11WWLiaLyYXknAmn1e4Vee24XrPZqHWpSSldhJ43WFnxvcASbp7nu7sffPj03tXLt25c+5gdRJqwrpQUtmU5danOh6PV1TVV5W+++XorbqZZzoQ5OX0+mZwh8pfvvPLynZ+fL5f37r/XbDTu3Hl17/lhnmdZvlxMRyvt9vb6dhj4RTYRIj873U2zqWMLS8p2u2s5/mKeIxH95n/xj/7gy3+EtgsECMAAiQCE4NIiYySA77HAwSKfNmPn45+4jUL++EePlgvm+ZEly1ZLBJ7NiKSNjiuaDR+0NnXt2qzRkCsr3abfEVy7EkhbDx+PcmaPk1leJGWWC2E2B+vXtlbDkB1fXOTKnUxn6z3v1rW2odxA74/++IelsawwfPBgL5kbx/OaTfvjr67eudK3VKCUIBdry6mM63lNjzkWqy9ttiVnjtcJGytccsAaAA0wBBxfjP/H3/lf37/74O/82mf//b/1N3vbW8QqRRoAubAAuRDCAMFHDJFCAq3rar6cFnnu+WGr0WFcTOeTv/rGXyzOh7HvjsZjOwh+9hc/+9abbx8+fNRbaZxOziNh33rttblRy+kyXxaTRV7k9ehiNF8mZ+ORYWz7yuVOv7eyvh44ViS5RSpbJslsLoW1TGbdrv+rv/5ZLwgt4UzG0/FounP5iuN4xpBWWutakzYMAKnKS1NWpla1VrXWjBtpWbVhqCoq86yEsjbIIJvPmVFpmnmel2Yp57wR+rNZogzWRaqr5eZ6b17Vbz98kSTGd/TKgIKwZEa7TlNKi7GKdOp7IdXubIpM+mmh58ul8EStqrOT43ZLxpEfNPonw1GVj7Z6rZX2Wrt76XB0djI6vnH9Upkkw7OTKKC4Ae1mbIyVzI2qvWXhTpeYK3M2Gu/u740uTrnKXrlxpR3ISFSXL6/P80QZaoStvd09BBE2mgsNz2dFkcz6jaDVGVwU/CJRrjRXBtFsdNFpD6I40KYanp1FUbPXXefoInMKbRbJwnVt25KMMyBCMJo0MqE1ZwyBKc6YFB6CzIrlYnmWLobTyTHyutfe7rZ2uLDPh0dltdBF6lp+s7PuRm3myCQbP/zw3dPjAw48iltXL99YzvJG1F1dXReIZPRsOrWkCIIQgaVZOZ2dXkx2h+MXvufvbN/pdK9yHiAwIsKPEBAwxnit0x/9+DuCi9sv387z2d33f5hnM0ZoO367ey1u9s7PT5Sqd7avdDuDqq72XzxJswlHY0snCmM09Wx6ki4uGBgpJXGLObbGmgmJRPSbf/8f/cEX/xAdBxGJEIkBcBAMBRIRI8OhRlM1w6DR8MPIQw7np/PZnMJGyw/BdU3D92ywiITX1G6QrfZWRse1Kqu1NbxyuWtznzEKPBM67b/69u6DvfNZueRC6syuiipw+a2rg63tRknmvYcnaVa/fGXz5tV2q+tkZXD3/aN2txO1IyFcz4qjKPLjIIi5y1Q6qhiI7nojaraQObXSZZqdHO03Qw+MbvbXGu2eATJgGAIQY2DPJvN/8X/87v37D/7GZ372C7/6S2GvRwIMA86E7biInHEBQABEhNowo+r8I0VWFHleVHWtszS/GF689d3v2GXyhV/5hSRNklrLoLt/eD7b39teb87zRcv1c8Pe3z9o+I0iUc/P58sCp7O5Nroy5eVrO1euX9KggygAJMGQdGnXur6YdC2vSBed7ebPfu6X/bBrOWGapwgURj4TDICQARIaTcAYMQSjOeFHCFETARpEJBTMKE5Uk0XAlSmLNCnzwvYc33dUrcpKaa0RsK5rUkQKfNueZ9mL03OjkZvCskvLBoOcNCGoMJC1SjnjpmKqtkeT4s2fvD9bLjYudQBw7+lJ6OHly+3BYMXiLq9q0GncbSvjDc+XyWLiBvjseG8xT1Y61qVLbuhGT3eXqsYsMw+fnJOF0nHPTmdpVgeuE/tsZ7PVbdmrzZghHy2WzJLtdleVdVFpxSy0XS2cqko924obHWI+cUdIlcxOLs4OW42248hlOlvOl64TtpqrvteS0jG6rlTJpS2EzTgaMAYAiAEBR46MIdTAPmIxsvNifna+Oxm/KOuRkMaxOv3etUajPRydzBfnJs8DHjTaG83epnCt8ezwwcN3s3SBQG7grayskRbNeK3VGFjCRWBaGWSaCY0Ay1l6dLy7SPaUuhBM9ntXev2XPLeFjBEBY8IQEuBHlsXs3v2fZFm6sbae59OT412lEkTgzG63r/X6a6PRGRd8MFiXwkmT5Wh0UqkkLxJLuu1mB+p6Nj9VRSKYQS5Q2kxaSEraFhLRf/Rb/+TLX/wq8xiBJuJgBCIDQcgIgBAQQXPEKAikJYusqIpSK02CB7EXuqIRua12AxkrstSydRgJQeLo+agVR9evtW7dXD0+OR1ezD728o2V1uo3v/nu8SjXknPu+Faz123EodXvN7e3B0EUn48T2/EbUdhuhFHsCOEiSNuxhCUEF1JYZExWVIs0SZLl7Hzk+f5gc+DZblXWhSrJKEbacxxNxnIcy3INAiIXgBqQkUymi3/5f//ru3fv/uonX/78r/9yd22LODOIhkxVlFVR/bWySpfJMi/mWTYZTU/PzrMsnc7ni0Uym83zJEsXqan1z9/c/g8/9+mT0yPH9c7n6dMX56vN4Mr22t0HD1banc5g8433HyMTw/PR4azINauN1kaVVX716s6dOy8XVWHbEhkj5IDEk5m+OO/5bpGmrfXOr/y7/06rO+AoDSdDhgEAM8CAEBCQ1wYQiDPSxABIIGgiZIwzIARkaAwQGG5VSp9/5PRYl9XOpUtRIzJGc2RcWlxwApLIERgYQs4MAwDkCIY0ARhAACKjiZQxhnGRL4sP3n1w//HTD58eZmVlWQjIilwhqe2d7idfu7XWa1rINBrFcbrMyyVURZlkk+lypOqyEbmXdvpxEH3w/rPxaNRotJKkqnWNjM8nS1v4YRgQ1p4nLAc8zyu1zqvSDXzP8xlyTZBXNSE6dsAQUFgIEklwxoDp6XyYXpz4HJCbrE4UGduJ7KDthT1betxUBgi4zVFyMAhaA0fhSm5xQwQ1UUWIDC2OsqrS8fhoNN7PiwVydO1GqzloNjtVVc4XsyJdOpbTaPSiRpuAJuPh8OLEaAWAKFmz0bYsx7GDIIg4lwCIwIg0omaIRZ6fn78YjfaqaiEENOKVbu96GPQYEwTAGDcEjAlAmC8n5xcHqq44Y8vFdD6fECjBmRBWq7XRbHYmk5HjyEYzyvJkPBlVZYrI5svElm6/0y+S2WJ+ilQiIDDGpRRSMERLOkhE//Fv/Tdf+uKfCg801QQCgAECMGIIBIAfAWT/ljEGyTACAm0YSUHdMGg3IuFwbmFgy8h1B73V/48q+I7d9TwPw3zfz3j3t9dvn314DvfUsPagKBlxrVhx2jiqXY+ibuEaCFrHQAu4QIvWf7RoECdt3cQZtuU4EWzLGg0lS7I1KIoSKUqkOM4heXjWb377+979rLuHdN2i17W1sW2U4sySy/ZOb6zTfLEo77v33k6jM52nMmk0un3BwyRMhv1OEvvIGBeCcY6ITHACQESJDN6CAOSsdc4BQzBUlqoymogk577voyclMnDOoOMMJXJCsODAEjlXGWVqbWtVKV0VajVbfv4r37p69eoHH7r4xE9+pLZstVwWRbFYLOfL9XqdrtbZcrnM87KqVV5XRVHneYGcF2UJwPKyAutQW4bsY49c/OkPvfP5F148e2o7jqO/fPqHvXby2IP3vXD1WtRoyrj75LefXWYFkc0tNwDOmTuqqtra3NzZ2SVwrXY78ENgHkqe6Fyks1YotDJM4APveihqxmgdeEJKGfiBDDxrneRSBNLUlTWGeYIBd+SYYKCMA5BCCsbvIEIC4NKvtR3Ppuv1Mgrk9uY29z2t60DIRqfNuQBHnDFgAEAAQAjAGTAER0CEjgCQEB1BXqs8L/L58ttf/vrx4YlDxpiwDqwxSpdCMGXK8xf2Hn/8/c1mE71IWWYsNBtNzph2GsgAOiDijCOi0VopLQRHYHVdV3VdFpW1lnHGOfOF1EYrqw06Zy3jDIisI6VVWZbgkJgHgIAcgSMQAAFQVZc2S7nTwJ1jxiIIGQi/wb2Ec485YwkcCHDASTNnmAhzBat1ruuy34l77ZiMdQYd4xWpolqtV+O6zBCF74VJ0gqjmIGoa53nGRPYbDTCMASAPM/LsmR4B3fEwiASQnDOPc9jjMFfIwBABuScWmfzyeQgXS+AmShJer0z7caIc0FAiAgAiBzA1aosq5zIOUt5nhVFQUSCCyn9OG4EQZjnawLFuMvy1WIxAbRBkCwXRRQ2Br3u9OT2en3EQTNkjAnOUEjGOPf8EIno537+V//4M58Xke8YOcYAENAhwzsIgJxjgEwKICJLRA45Z5wIDHfmgYsX3/PYo9s728ONfjuO1rPFzZs37n/w/suXLjXaiTU1Q7ZapVa5re1tJhkyJgOfewKRAQERcsYBwDqHiIAICJYAyAlgDOGvOSIgAkQkAGCADBARwBljrCVHuq4LVaq6tmWdZtk6W2erdZ7ns9VyvVzWy3VV66JURVHnLKy1/sDDF9/3oZ/4wheezGazwBNFWWtgi7RYpsVksQLGGQjmkHNWa+MIlDYOYJ3lxlrSVlr1xP27n/zJJ5778Svb/eixB+/97otvHF6//tH3PPbyjUMtwpmCL/zVM4ac5FRo0tYxRPu2jY2NXq/n+37SSLjwHEriGBZrmc5Pbw4Dz3/91VfO3nOh2esd7h+si1wb3et0W/1eVRQCsNPrVOkqT1etfq/VbCmtW93u6vhkNp0mzcT3/el83mg2e93+ep3GScMKDgJ8X9R1DVJwxgRwISUXIg5CIYUnue/5FsjzPSl9YogMPc8DBAbApYecp3m2WqyZsj/65ndmB/uBL6UXInJjDYLlAotiNTq1/dB73sWkl7R6QdLkbxGAROQYCgCkOxwBEQMgBCAkcowBMLSWGAIgQyQEJOeMMcgBGQegO5xzBKi1MgakCJU24+mR78k4iQM/ABRgABAACYgcOWMNADEhAYAInCNLZIGss2C1M1Yr/Pa3f/CjF14EUrtbvY984F1bo1GtXWVolq1rW+syU3UFgJ4MfT9ExjkKAlC6YuikJ6UUAMwaY6xFAEBEEEJ4AMAYMsbgbxARIkO4wxmrsyzN8rXWtRCy2ejGcYtzBgD4NueIyBIAOQCgO7QxzloCYsAYF5wxJsAYVddFUaZVlVd1ztCFUbMqbBjEgS8P9t9YLG4DVIIxhkIwRI7IhR9ESEQ//wv/2R/+wZ/KMLYcHTJghMzBHcQY54wzdOQAyBE5hwyIIXFEsp6zF7d3Hrx014W7Ltz/wP3nz5y+deP6l5/8v5RRFy/d9b4PvP/cuXNC+GWWZas5l6I7HBBDcYeUAEjkABAQERARABAZIjIiQoaMEICACAgcOa210VrXqqjqvMjzNMvzLE/zMstW6/VivsjSdZFlOq8qVTkiXdUMWWl15PtU1oxLP0xK4+ZOkODve+jChz7y3s/+u8/NTk48LvKinK7ydaa0Y9qRdkSOmHOe71e1AkBjCYAVdWWBtNYxqY/fs/XhD33oz7/+zfvOjv6Dn/zYk9/4wc1XX/30T3/iudfePFpVU41/8d3nheAMakXMEiKAMaaqq42NjTNnzpBzvu9LLzQoQbCwWAdF2o19AWI5nW6e39s8e/rGteuLLLXOSi78OEAHTpsg8IRRpHTQaiRRUtdqsDlcHp1MZhMeeY65PC8uXLwr8Pz9W7cH/d5ivW622+fPn7/68qvKWW3deP+o3elo57RSVtceZ5yJRr+ThKHKq7DVkL5PSHGnKZHnq5VAZIxxKSMveP3Fl4rVqtlqAHEiZq1mHPyAl/lqdHp37777Zov55vb21vY2lxwZAjIEQGKcMXCEiJwxAEdACJyAMYYISESICIjkCBHucEDIGeEdDMgBoNJ6OpnkecmZnxfFeLrf7bVOnzrVbHU585E4IBA4BHCWnLGAhBwZEEMgxgjRobOkARDJKzP9lS999ccvXJEehr5696P33H//fbLZns7Tk+OpBjLWWKMBUDDJhQeEdxACOQNoEYFzjojOEZAjIASGyBEZADDGAICIEIDg/4GIAEAOtLaVqrXSjEHge9LzhOCICG9zzsFbEBH+GhEAEIADQkDGkBFaclbpuiiyssqNqREhDBPOPM49IHNyfGM2u2VszhAZ4xwZA2BC+H6MRPSLv/zrv/8HfyYDadA5YMAA0THGEBkiD8LQ97wyL+paOXJAjhgAZwgkje0F0e5omMRxFIWb/U4sZV0Wjohz3um29/Z2vNBL10vPY93N0Yc/8YSfNAWTUkgATkSAzpFFAOecNQYAnTFVVSqly6LM03S1XmXrdLlYLpaLbLVOsyyvq+VyAdoqVZO13aS5WK2CIPCQM86TKKqNbrRaqqgYQG7qZpy4onaAxL1lUR5rEJ7/jrt2Pv6TH/mzzz/5gx/+qCjqslLkuDbg+6HgPgEAgnUaOatrbckZB0BY1pUlUloJVT9+cfTJv/1Tn/3aNzY70blz5777w+vZ4uRdD997uMxev3G7QG9RUxj6zJQns2VdVgxAa62UGg6Hu7s7iCiElF5omec4C8s0qLL7Ll2Uwn/h+ed3L57ePr052d+/cPlSo9W68ca19qAXeuG1K1c39jY5mZODo85o4LRZLBaj7a1iuZ4tZkmrt1iujVbDwSBdp2Rtp9OczWa1Nv3hxvTwhKTwwyidLrvdQdxuj0+OQWArDg8OD0Qjavnh+NZhPOj2+v3VbNra6F/eO/fDp75TLpZB4BeqEkIkccg94J5gzKsrBQBxI9Cmyov03MVLysm6qu65+1K6WkaNMM1SYmww3NCmKou8mSRCCGVMEPrAmSPwvUhIz+MeADApfCGYkAjEGAfOHEPGOREwQCZ4Xder5bJW9Xy2zIsc0G5tbezs7oZRgoTGWME4kUN0gECOEBAZAwuIBIyAgQVapVlWGqtZsSq++Rdfe/PNfc+XAa3e98ilhx99gEQ0WeYrYhUI5gCtAQJAxlAgItyBRGSJHCCwtwARAREBICARAgB7GxHB3yC4g+AtSITkwFqw1iIQF8Q5MsYBgIgQEd6CAIBI8P+HiABIBG8hZ6xVqqxUSc4CoO/7UvqcSyC3XJ4s5kdltWSCcyY5MuYQkHl+hET06//wt//0z7+cpZOsWBNwQEYAvufHSSKk54wlBESsykJrbZUia4AjOOKOmtI/tbWdxDET6JFpSBn6EQcRh57gTnJ3+b4LdVVEcXLh4QfueedjPIpMaWYn08V8WSsF6BgjACjzPM8yo/R8Ml0tFrPxtMjzoijKsgp8P8/zKAgQQTsbtZuz2XzY7UrPYwS9RnM8GY82NkHbyhrGMM0yJsR6vvSELKzqtFrSkEV0wltk5YkCPwgfPTv66U9+/Etf+caffvErwg+4EJxJ58BoAw7rWhM64wwgOAJLoI0B5GVZSM8z1rlKvf/s5hMffc/nn3pmslxkpS5VFAbci7njot1Mev1hDV6rEbVD+ezzL91485rkSM7VtWo0GsPhUEohhRReSDLUCFFVxLZuJoHww/l8YQUEIUu46PT6YRCCNoPtjcgPj27dOnvfRQl6/+b1vfPnyNj92/vnLl5czCZHk+ne3sXpeLVO1/dcuuvWzZvk3MWL52/fvKG02t7ZuvLKKwbZmfMXjq4fzBcpSknWaiKVV2VZZaAj4KzSLvSSOHFaae5G7c701kHImPBEVqToKJC81Q7D2E/TAohJcQcaUsbWw90zr18b12X53ve+ezE9TprB0cEBMfbAw49UVXp0eHDhrksEdOXKlYcffaSsqzevXbtw4ZKxdP369b1Tpx3Q0f7+3t6u4GK9SnuDwTrLjDGtdjsMw6IsW80WFzwvMy+QgR/kWdFqdVrtVpam0pdS8DzNjDbcQ21rAgDHETxPJo6c5zvBWVHZ20fz8bIiw6r16odPfWM6XwRRIPLjv/WRR9/x2APGsqXhcx6U3JeEwlkiQGB4ByP4G0QEAPgWIAIAgrc5B3cwhncQEQAgIgEQ3EHwNgIkAiICB3cwJMbwDgBwziEiACAgAEPk8DYCAEcAgAwRgYDgLeSctVZba4gcEQnJpfAYkwCoVFmWi7LKGZeceYIEOXDOSE8iEf3273zm208//8LzTx8e3maMM+EhE41Gs9vtSenVVY2cJ61GXZZ1VcVBhBYMAIENfCGcpapCZ31fxJw3wogzzowTDLQthNCfePx9uzt7b9w42Z8cQxRYslVVLSdzVVSOy8BjgqMfxMVq1YwjIrJaxWG4ysokCJ11SutmEi0WqzCKBZlc1aKZrGbTVrNtpeDODpPOraOj4aAD2uZaB563yrNGv5fPFlIII7gAilEo4orxdV4errQXhPfu9f+jv/uT337mh7/3mT+XXsI4AyRgVFe1NQaREQNlDAIBWSColbIEVa0441obRL6d+O1YTmu91tqh32lu72wPecA5h8sXdvud9jqvep2uJ/0XXnr9jddeWyxm69WKAJqNJAgCMoYhMuQkvJoh1nWIWKQrRGp1WtP10mja7I2AccZYKL3laokEnWYrNzlnLor82hqOzJNerbXHhfR9UykPBRJwzhBcFIaBJ7XVGkx/NFhOp4ZhfzAsFuuyqIJmzBjPnZuO51abW9Mxd7DR6VPkhdKj2kyztU/kGzNMWr4v8iJlxnaTZiMSUqBzIFAAgnXa9z2litS6N8YZot3Z7HnchNLLilI5O9zcQAPr2ardbTPk6/W61+8SwmK5Hmz2CWA8Hu/u7TDBD27tnz69x4EODw9PnzmfFdXB7cMz50/1Ot0rL1256/Jd3BNXrl7Z3tne3dl+7tnnd3b2Tp069aMf/TBpRKfPnLry8quCizN3nXvhlR9J3y/y+pUXr+5unvE9v9KZFNhodvIalkvlyQjAzQ9vp3kGklhx+Lc/+s77z5/STExZvIBQIecEAoCIEAERgRwAEDAAICT4/yC8hYAACAGAEBAAGBAQAiMAAgQgeBuRI0cAxJDBHeQACAER4Q5EBAAEJODgBABDQEAgcgDAGAMgRw7R0R1giQiRiIDI4VsYEQMAZOhIW2MBGUMuUTACAsMFRyL6jd/6R1/80tePD29nZYpIjPNOr9fvjnrd/mDQ3xwNwzjxgpCABb7niJ0czRdZuiiWtS2RjM4ybnS1XHJlWknD44ypXIADRmjVu+6/kLTb3/rRa/1uc7JeC6VYHCRBzIzyuyNXZRIZC6PVbLLR6SijyKgwCE6yOuLCKD1bLgatZJGWQdSIma4ctDYG1XSSNHuZFFznW53N14+Oei0Pao0gY0/cnk5lp61XSwTMAASjyKJmyUqXRV0WtTTAzm6O/tP/5JMvvPr6P/5n/wbR55wROQCyRjlTAzKLvNSWE4GpBefWOiBW1AqQaV17vt9MGsvlPEzi0ebm3ffeOxyORv1uK/E7nWhj2CBXl0XFRCTDznxRzE4mx8fHs+UyjKI4CusyB62rLK+WC3D1/nK2rvD4ZJXP1p5w7X5vPF85Yndfvufs+fPO2tffeOPVV18Bws3NzaPDW5zTzt7OeDIBgEF/MJ1M4jhOmsnx4a1GIw7CcD5b9Ho9T/rT8aTX7xtryqpoR43a6bLKN7t9sqY0dbPZUgZAQRyE09WCwIVR4AQGUnLis7LkQFFtt5JW5It1mVpn+q1muxEGHHVVC8YZMItWeL7S9SQvroynnqSdzTZoxY1QioIo2tgY+tybHI3brdg6nuVZGCPn/nS+anVC45zVVnBUqgJkzUYjDoPVeuWFUVEaXdYi4s0oKRdlo9tQVC/Haacz8Hw5nsyarVaYxLPZVFvT7fXqNJOcdzdHb+7fipqNdqd948prwkKz0Xjz8FY7iUej4fWb111htzZP3ZzMjMHS2tzkXU99+vF3PXbhTC3EvpdMnAAENCiAwdsQEYgAkAABHDIChL9GgNY6RPI8yRyCA00WEDhnDggACe5AIHKOHLk7EBCIkDEGSOSACAAQ3oKAAAh3IDjngBCRAXBkYJ0jsmHgG2eddXQHEAIgAjm6AwAYcUIAIkfknCPnGOdMcATHyAIQ5xyJ6O/94q//2z/6Exn4THBgBETd/mBjc2802uw2gotn9+656652qy+82DjIymIyn83Wq1mRrcr8eDJTtRHAi/m8Wi3jwPc5qvmJqCsfyHfqQw9fGu5u/f6TX3vHYw9ZJovJzIWeAF6tFph00sVYAESdbpmv+s1WpZQAF/jhNK/bYUxG1dZ1Gn5WOy+IQ6jy2sT9TjEeCy/OBKdiudHZeuX2rU7MPQutRk8C3Tw+iQY9ynM/DFIAa1TCZQl+ATYv0ulMaWDbvc6v/vKnrt0++h/+l99VGnzPZ4B1pRhzSIYLBlxqC0JIIgICow04p+sKyDLuup3W7um9wbB/7vzZ02dOb2xuOqdYXXvWkilbjTBOAi+O4m4PmJeXKlunaZp5fqCcu3HjRpGXraTtc+mylFQ6L1OF4df/6tlbN46NMtwPG73+ufNnRxuDk/HJKy+/fPv27bwoGBedbrsuCiJodlrL5QoRG41kMZ8HfhhFwWw5AYHAWJVXg97A43I+WwwGI2P1ajHrd9oa7Gq12B2MyqpcF+uNwUaek0rV7vbWbD3Vtm73WnmdM+uG7d4iL9G6FvJ+FEvJUlsZZzZ7vV4zChiYqvaFBCJDVnh+pdQkL69OZlqXzcSPfd+ULg4SIXxwbnPQQVu3mnGtXZrnrY4HTCzmxXCjrZWpSi2FOD4+bMTx9tbIk3Iym7W7nel4Uuel3wg6rXY+XTf7rVqr+dFSJFGz3ZhMZnEjYcgWy6XwRCNK0vmSrEuazawoLFIQh3WtsvWawFVaC2JCYpqmiZ+0m91rh5DHAVUAACAASURBVEfSiyuDyyIdNfEXf/r9j53frTkeCu9IERKAlRx8AiAiRAQEIEAARMOYAyAAhLc564QUO9tbke8bVc9mcy5Fp9tFxuFtBGAtkQPrHN3hyJAp86Kq6kbS4IzB/4sAgAE6Qu2cIQJHjJyoqurKq68U+frsudPdXp9AkCMCckTggMjRHUAASABEBM4REZBzjgCQ0BJZ50hwgUT0c7/0a//2s5/3fcGl9Dyhag0oGq3+6dPnqvWEiuXZzc3z5y5evPv+0dYp5nksFA5RIdRERyfT5So7vHl4tH/AAfv9ni9YNj4oJyflbOLr4v33nrnrnouf/94PNjZ6FkU5X2vJfOmXqyXG7TKdN4Ogt7mZ52knaaZFLpA4E/NcJUKYumKe14hEXhPzA6mzrFRBu1FOpzxsVpy7fLm9sXft8GjY9ARxItmKgusHR63hkLLUk3JclqDryGM5ShK+VvzopEJPDjv+L/7C47ens//uf/o9pViSxAgOAYmctQYYA3qLtqCcM9YwMHHIfHB7G4P77r10zz2Xz5492xt24ySUHvcjSQgm1c9963v7197wOLt496WLD1yWceQcESET3GntwDlkZV1XlQUSBwcnr/zwxSTw7n/4HhHG40ma53VRZrWxrfYg8OVsOnvllVdu376V5UVdV0ppKYXSpiiVJajqSkjh+75SSkrJuchqM1+u8yxDslHgx1FUl6Ufhlx4Ra7jIKrJ5HkxarUJ3LrIW82WUrpcZVsbw/F8UqiyP+ytsszU1d5gdDKfq7zYbrV3BwPpydyU2trdwaARekiKA4v8QCtFDKM4KapykldvjFfHk3Hs+6PRgFnyfR8AlS677Zg5y9BKGSEA4xUHYRSLEukcFpVzgFaryGOtyHdAWaXCOF4tZmSJJPZaXZOWMvLyssyLoua21Wmaum4lDUZQ5Tkj3NnYnM0WSttmo5GnmXMubiWKKFe1Mno+W5C2QgrGeF3WSdwqawPALBOlVg1Z/tLf+fBDZzcLa45YONWOOWY0t457vo+IxhhwDhDJETJinAAcAt4BAEQOGTu9tzvotslorRXj0g8jzjkgEgADIHBAgIhwB5EFV1eVMSYKA4YAiEQEQASACAQEAM6RVo5IOCuWi8X3nv7OdHoEnN79nvcOR5uOXBhGnEtygAQEgOAckSMLCOiAnCNw1ljnADg4cNY5RIZE9Eu/9huf++JXBOdGa2tMXWsAIUTQbLQSjzxdeOiSpDna2m12+0mrffm+e4Ybm3lZlHVVFNV4PLlx7frx4YkXJtwLwTmTr4VTZboIbfG+y7vveufDX3jqu3EUtHv9xfGkEkJwb3py1Nk6ZdJFL47CTme1XjaieJlmaLXnxavaNrl1xorQb0VeYYD5IVXrrKqSRns9HYMMa2IqnW1s7V3bP9xs+s5RVputTufm8Xiws83SNJB+AWjy9fbGwPpx1GyAY3kulkV2cOva3/nUe0sW/Nb/+LulokYjNFY7Z53DWjlHxMEZXaHgjVZzZ290+dKZM6dGnYa3NRzu7Z2PwsT3Q2SgrTJWWXDgQGfmq5//8u0rVwLBH/2Jxx770E+kRS65H4VxZRSS5UiMMxS81s7U7LkfvPSd7zzV7zc+/JHHTu/s1CVIL2q0EulJY51yZB1ZY2tVZ2lWVbU2xhpdVirP6qquaq2MMextkgtjXVoVi9VqtVxlWVaWlbF2tV5r7YyB1bKQyHjgF1UlgGmjV2XpcUFO2TxLgrjQhgDDKFlkOXc06vWP15O6rkZxc7vdk54sjbJaneqNwlhY0gwh8gOjtHEuSKKqrqZZfeXWZLkuhsNhq90si7XRpecJsKbbjKVgkpPPw9DzA88I4kWqG92oAry+P56vsijwL+5tjHrNW/uH80wt8xIQut3uKi8CLrpJPFssa2vjUJZ1hhwHvR4HBOcEcrI2CMLVKkXkSRhBbYw20vcwkGG7ARzGhydlmTMmkfFVugbEAH0/kEmnY6yp8+Nf+Q8/dv+pjYJoIRrzkhjBalWusmJvd2cwHJ6cnIxPxohYFKUX+oxzQOCcO+eqsmBCICJZ3WsmHBwyhkw6B0J61hETnKwJPGm0CoLAkROMW+ek9KTnISNE4JwDAjmHiACEiABcKVuVdbPR1rWeT6fpcgFgbx/eOn/XhaSVVGW9ubntyUAKL4wizv4GBwQkIriDARCQI0JgHBjjAIhE9Iv/xT/8d3/2pdALrLHGWiIEB2hRct5KwkA4Bi4IgzAKlDG10r1+f+/UblWU45MTKcRiMeeM53kZBs0s1yIIynwdeNwT2ED9/rt3PvS+d33lmWcZc/3h1uzwpODCk+F0fLR17i61mrQCyeNmmq6bcbIuSk6ETBaODXwk50Bwn9mVMk4EUK3Somi1esVqabmnLJpiOdo+NV6sBzFnnFXa7AwGh5NZd3sj0EZKWQpBZXl2e4d5jaQloxAJoskyff7Z58+f22BJ98lvPF1rvHr1WppV2lq6AwHQNuNgZ3N4+dKF+++/fPnyuc3Noe8D585YQNZYZerg8KisauuoVmY6X+haJUwcvvZGMT6IOL3rfY89/MGfOJ7MmILp/vw7P3iBS2wlgS9Zv98Twp9Ni5PpKjcV+rrf5+9++IEkGDCZNDu95XyW5cuo0ZSB5wnheRIZWus8TzLGANARKFVbbfYPDqM42hiOpJDKKADNOFrHjmfprYNJmtWzRbpK8ypbtENoREHUamZFWZd1XlbrsqyrarFeZ7O5LqtcaWPRWpjOF7rQvXbnaDlP07QXJ62wwYRwQKD0Xm8oQobMccZD6Tnnam380K90PVmtagvdwbYDuUrT5WqqVZ4EobAskX4jSRAsOhF4fuBbwT1VOcXrcZ7Na5cpG/lyrxdzU8zTAoPWyXTmIW0MB8eTBQM4szM6OJpw5m33G75kJ9OTwWBQ17Wyxvd9FDyvKl1XSRCGfsgtoQPpyXa7M9revL1/6+D2frPbXa3LMq9IICBFyH1fcBmWVe2J/Fd+7mMPnt+ertMTK7nfjrhcLItlum40Gu1uN4qiPMuAIC9K7nEEIABEprQqilwKybgosjUHbbWqlK5qo5QxFsqqspZUZQK/WRSF7/tlWQJBmmW+5zlwjLG4Ede6LopCKcUZt9YCQVlWQO7cudOf+PhHAp+pMpOMhWG4Wq1QMC8M6romxw8PjqX09g+P8jQLgjAMQmTAkCEikfN8XwhpjWFIni+k9BhjSEQ//yu/9rkvfKkZNwiYcZJ5kXOOCoXaNptNIZnRFWPkwAahYGAAXK/TNcaki1W/2yurWnpBqSqGMs+1BaaqkiEFUiSo33Nh42994sNPvXRlsZ6fv3jp8PpN43tJ2Fou5t2dU8XiOJES/XA2mwaefzKdcUQmvdrA6W6TiEBwTqpC7qTPbVkqG/gRWqUc40ySKRqtXl7pmBsLVtf69O7W/njS29wYtZtRI5qoMgrD3f5GuzkKYy641YZpB6vZUuvUSC9qtV599cY//p1/fXSYeUHYaoXNjnfuwvZ991566N779rY2mo3AE0iIyDgDAUwoYkeTyY0bt8pSE3JrnXaklJrvH6xu3V7fvhFC9cGPvefdT3x4vUhvv3Lrz//sa99/9c0wSaKAcVs34nA02DCWEXgskOhZzyseeewBLpue3+71hp/97B+v57ML588ba9rtluB8NBwSuGazCYzFzYa2SkiBCFWtkkbS6/Z832eSSQ6cM+JyldWzVZkrdzRb39w/eP2l55545/0P3HN3ba11RI4IuUUwxmkHThurtHKmLKs0zbIiK7KCWz5frqezOVnSxuVlVVRVVZQJ9xwapUqwTnKhtaqVAs7CODhzfu8n3vuO+aL6V5/5/HyZa12iM/3OQILnijoKAiecH8alqrN6LoSHzB/Pj9Z5FjT7QavvC+7pVbUYh82O3x7qogrARGFA4EnBIwnaYFGZZiBarXgynQkhgKFjQI6U0VVdo0DP9zmgzyU6EID9VmtjcyNLl8eHR62N0a39k/HJlIVeWRdtLjvtpKwoz+thT/7KLzxxbqv99HPPvXD95gMPPHpx7+zR8erKa9fImihJPvrxx3f29tBZZyyBc9YSAjky1hAgEgFjHAFcBUQW0Doih86htWAdGOeUs47IGqu1qeu6KAutdZ6VVWXiRitdp5PpTGujtS6Luiyq1TLNsnS00f75T//MhfMjp3IyBiwSITEElEJ6RWleu/paVelvfuupZ55+ZjQYnTp1Zjw+kVJubm7OZtPtnR0pvauvvrq3t22sWqfp+YsXkYh+8zf/q4P9Hzxw+ex4nn/1u1dvHCOKCOrClXXoR54IGIEnEJhB4RAs56zdantc1HkVeaE1hgV+jU4Zl2V1rVRVppJj5PsNZ955pv+pn3r8L555flIUjz760JUfXxGe1wqC8Srtb26pYoUy8gRfzcYsiJfzeSuJZRj6wm/5wjgjfb+uSy29vK7QmlxJQcRdZSwEkhun2p1+vk7jwAOBjVZ06e6L89mSHO1tDhoNf5Kur944UjZot4eJLyIPzp7aGA46piw4ZzxMvCT57rM//u3/+X9frtSD99/3+Efeu73dH4467U47jGIEa1TJGEgpGXIEdIxZETgCU1mnnQPrXElWHR5Nv/i5J2+/+ibOVp1Evv8T77vvHQ9f//7LV1+89aXv/nBtTaOVSIa2zgPBmkmj02z50ncMHQMvZOfuu/D9556PKGg2Wk9//9nEj86d3s2rotPrrJbL4aBvrI7jWBndajSMUWEYq7qK46TWdRgEzV5PhCFwbCSJ9GUQBo2kiUFA3Hvp5ddfe/XFhy+fvuviRWedVtoROACHSIAoJBAAkR8GHJmxxpJDQomMtKrK0jFmCLV1paqVtda4Yp2t5gtL5El+8/qbk8kkiIILFy/ce+9dw37zG9/+0b/8oy/WillVgK3brR73I14plKg8YIBplmkwDMVyuZ6mc+2s50XtXi+QXp0ui/UqabZb7Z6u6kAwwTkDMRwMJMfQD6/fuAVAwK0E0YoiberC1FGr1euNGIjp5EQGMvTiutS5VcyaBgPGIfS4rU1Fbp6lyrpUqelkttlo7WwMi1pnabk18D/96Y+m6frrX//ewfjN937wwd2NCy88f3MxSZth6Ej9wq/+wsV7zztdcu2IUBMorY3WlhwA58iNteRM6CMis8QYF5yIwR1CA69MJaQVghMBAsIdxKwl46y1WFZGyFBrOjgYT+er2XhuLBLQOptn6fyhhy596AOPCFKklLOEhIDI0a80qzUslwtt6oPDk2eefvbw4KTRStJsLRjf3NhYLlaj4RAAb926ce782aosl8vlg48+hET0h3/0z48Pv/vopTPzVfnqfv0X3ziYp+bw8LU0XTDwhZM+D6I4DgLOOZFzxkGn0200Gqos8zy1SEmnnXRb4Ph6kRtygmkpIZA8dNWpmH/yYx+48trBy2/efMc7H77y8mu9brctxcEqTVoNW+drw9DWOltBkKiibEbCj6NI+s7pXCspvSLPKoCiLjgJhw3fmGEj0I5HSRh2W412E60jXTpudndGvV57tUxPDifNOGm2ImLi3//ls8/84EoUtH3SPlY/93c//v4PPKJNwb3YD1uMeyez1fMvX/Wi5Py5U6NeyxMckU/Hi1vXb3qSB76M4yAI/TCJPIS61rwzkIGkulZZpvJlvp75JCaz+l985s8OT2ZhZUad5uVH7xNxcPWpH+/vl9eLyoiy10/QgUTQZR54YnMw2Bj0jTGNdms8n/vd5gsv/jgyDC2M07QRxtujviXbG/RWy0W709ZGh4Ffq7oRRpzI8/zJyYmQkhg6cJYc5/5qXXnMlxIDnw1bTRYHcbNFBv1IPvjIXUVZXHvtWpbnwgu0NX4QKGOjZsP3/TAMAz9oN1vC88ATggvJGDg7n855EHSHQ85EVanJYjGbzzhzSehvbW4xjvP5jIg8yaMwBNTWVsslHRxnWamLfG1MkWcl98KGFMBdqqs8LScn09U6L1bpfLaYFNl0vXTEwiAAgiLPq6qMo7iRNKxDQl6UharrRhQP+v3A86qyIkQ/8BpeIMlJDhrBS+LhaJs5drR/s9EKG3Eynk0LwSTjviZDLg69Oi8zXQZxnKbZ8Wym8noUtZpJkhmltdrshD/zsx/+9neeffqZ17ygOnWxOeqfufHSgec8wRmg/ge/8Z/fd/95p3PmwFgslTPGOGstEUPBmKzqGtGFATlLxknuBZIzMjUQKce1M74vOePOEQAyxgC509aRQYSqqoSUCGKVFnWt66omYIhUqbxWZasRnj616QsBBGQIQQAwregb33j6+edf3Nneuvvey4EfzibpX/7lN8eLEwAKgzAOwyzNuu1uXZdVVSVJolRdlWWr00Ii+sM//N9W8x8NW4nGIB7e9+Wv3X7l1dvXb7w+m42tqlhdcyAuuBcGm7vbm6OtxXgRJfH2zla31/B8QQJE7DeaLdCwmhdJqx35wJ2tsqxaTrYC9sg957789W+9eOW1T/3sT71+9U0/DNpC7M+XUZJU+XpRE5lK2lomHVK6EQAwFsdNRVRaGwb+ajZJmp1Sl4mfxMnQVunGZuf1G4fDnZ1xthzPxnvD0f13n/FDdnhjH8ndc/nyYrzQym5tbyWtwRe//NQXv/S1RtRg1nGo/v6nP/n4xz9gGaH0OfNJWeOc5Rwl9z0GzlhkXETzw9nv/aPfmYyPu+1mGEgm8INPfOjC6T1nah43tamy+VhlqRSEDMOoezK1/+c//+zNk0lEsN3rtYYDhbi8tbx5azF2xoqi202QqBWHs5Mjj+PO5kYcRoHgkmNl6CjLj08mTeZ7gk3yVez7/XbH8z3OmSdF0kicc74v8qLwOUdtgbGyyIWU3BMIiAyDsHF4tOTkCUGc2cT3NDkvlNub2/3t7uW7z1ilvvNX37z+xvVut6edC6Jonq77g35Z1UmzsZjONkajUqtGp11XlRQBogijKIjiRqeDBH4YZUU5Hh/v7A6Go3a73QrDkDFGjhAsAgB3JCzqEFygHS7L1cnkkAPLTpbpdNJoBiT5YGMzSlppVqzmq7pQFdDxbFbVuizLvMgWs8Xx8VEjicuyHi/z0uB0OkFyDJnvB4KzqqqkFxAJARAL9LhgnkdSAggyztXrZjPwhMjKgreaHCRVRhFxzqypWYB+GCyXy9tHh6vJ8nR3a3O0NS/WZZFePDP6qZ/5yJ987slnnnu92Q0VLn1sdEwYMG9dFb1B/Fv/zT94xwN3KZU5xgClVYwIrHXWOCIEAGMdF4yx3BJxv5WlZjY52Rp14jiwYJERRwbWWQfkiAvBGAIycs5ayxAFMgKGjBEBMCBEh1Tr2jpXlUVZ1WVtikJVZVXnar3KZ9PFc898//ab1zudzubWRl0bMnydF5YZa23ohwyxLisAQIIoCiXnjlxRFFEcIhH9k//1N/P0ldOndierumajZ743vXFt7HkeIa5Wq8ViWuZrXZcOTKff2d3aawfd9WJZVNnOzmh7Z3NvZ6PXbSPgYjU7XmTzRUZ1qZaTjU67GfoPnNu6cHr7yv7im9//0f2P3n3z2nUp/YHvjyvlBwHpQosQnG4H3IlQIPlo87wQ0ktr4wRLArkcz3rDTeQmEtL3+ou8fO3w1s3DeRg1DsZHta62m+1PfuLDccf/3nM/UFX2y5/+VL/d9YXfTJosiJ/84l/+q3/xx2HSQoC6Lj/8xAfvf+Q+Y3StXZ6W6XSeZpmM/J3Tu5sb3W63JfxEyNgW1e//0396680bURACaob6P/6lv7ezN7IqK3Wl6jLg0uM+caxNzVhwcqw+82++fOtoxqzZ6jR6g0HN5PH+9PbxybgsDEDAWehLRpa0asThzsZIMvB9CQSO8/1lOp0uu34sBM6KZej7nWYrDENyLomjwPdCX/q+V+S5UYoh84IgW2dCsDzLwbqk3WTSW2Qlc0gMESD0vAodl/zshfNhS46G0eXzF2aHJ2/8+NXVeGas29naffP69Xa3M1nMWq3meDze3Nicz2Zxkizm8zCM1st1fzBcr9ft/mCxWPYGA63tYDRcrKfDzX5RlXGcCCGSuOELj3GMmpGTEIooCdrAeUXaWtX0g6/+yRffvPrqzrCv6vrBD7z7gfe+g4gEAHCmnSPHANAR1VoVRWmdayTxOkuPp+l0nq/T1JMiz7L1Kq2qUjDWaHbWpUlXK1dlqlLLQt8+WtS1JaeLahk1o4gHzliRhOl8GQsWdhronCrqRbZmjKTg4+VineajxrDf21Tkynx298X+Rz/+ns9+7t/fPFgawtlqqXK77TebSSu3ddTw/tv/+r989P6LlSpqIEe2nSTOWHIEwJwj54gcGKP9gC2zPC3gxpuH19944/EPv293b6RsbU1dpVnSSBhyIMc4I2ulkMoZFKwu6+9+67vT44lkHhMe8z0p/a0zp6ZZOlusJ7PFyXhxPFku06KsFGkrTE11Meg0zm5v3b5+vd1sMybLUuVVpcFxwZFA1ZXkMggChncAZ4whElGUREhEf/DP/vvrN79z+a5L5PiN/dVz37kmkN374CPjRfXjawcVb6xys17O0uXUqQKNToKw1WgikO8JTzKta49ouzcKmuE4K67dPGqFXjXff+ID77506cJGNwStO5t3ry3XkC2ny7pS5WScAnPkmgHUzENTNwO+KEkgBR6UNbW7HUISod9rxQI58wPrqp3N0Ssv7X/5yW8uigp4zKzzfNHqNN2qbPvSeNYG8mNPvOe9j54P/ZDJUHohcPnVP/+L3/0//sjJRKIgsl7ELNSe5FIKa1FXtqoVcgwDb9hJRoNeozPwonYovasv/DBbrqTwgJTnmZ/9+z/d6YXMVV4YIZKzziicLVeOA5PxSy8ePPPUy4v5Os+X/SQcDYc1l6/fvH3t1o2aIUPfZ74nOVotAUJf7myMJIMkjq2xiugwX0/ny0HYFILPijTw/ND3gtD3hJScScZ8KcBZyXmtlEOIorgqSoZM1xVZFzcSKeSyzLhjBhCQo7WiEzXa7TMXTvOI1eXy8vmLw26fG3jqq3+1mEw3Rlu3b++3uo00y7r9wdHR0e7u7vjoqNVqFWWxu7tz7bWrW9s7t2/dHg1H4+NJp9ubLZbDjY2Do4NOt71/dDQY/N8UwXmsrudhIPRnf979/fazr3e/175eE9dJ0zSZpGlRm7aMOjCAZgABnQGhahCqQIJBGv5EQsDAaIAZOk0X2iTdQhJncRrbtR3v13fz3c+59+zn27/vXZ8d9/frWWMhhMCB4XDkhYEGzvf9upIIwjNnt3zGqHaHj5/0x4PFJK3n2cu/9pUzL14eD04Tzimn0hhKqO8HCCOltNKahyHhBDgwmRaD0zGhZGVlFWMkhTg6PBj1R+sbW14YAqi1KMtKfXhz94++/YOqUgi7WV2SIOIOmDonIdVl7RkYL3ZajaaYzJUWnkdmk9G0LhHlugIQsFIbqPNzm9Gzz1959bV3TieFVqASymrXQoHHg9roqBG+9NKzQUA1sA5hBM1CM3bOAoAwIgghiAh0qKqqtBEPRpPdvVNZ61YSr6/0qAc1AFKrMs+jKHDGQgANMMooCAHQGjljCvHo9r1sMPdpgBDViCBKYSPdm0/zQjhEa2WVdhBhbS10mluNZNZN+Go7rSazRtoyCihn52WprcaYOmeN1IHvddtdY3RZVQA4ABxwzg886Jz7wbf++c3rr3osIYwZR3SJbZ2f2Tp3dFo8OhwI5FUW8SgdDMcP7j+os1kaEJ/gOG1IY/OynGczH+DPXLocxVoz9OjJzGrXCMH6YhdS0mpG/ZOD5c3zlgXj+elCa1UJWQ+PXdqAGDY9boFvZMUQmNaAUoKx04Ax7iPCeJQwArQQH968sbf3cHV1pa7o0cM9jAFChAMLgIEMU0MYQrWtewu93/7tv7+5HCBCLY9qjWoFvvUHf/adv/gBxD4ClHFWlpmo52EYRH5IOJNOAgyttraqG4w24xAyz1GvEaazfh8YxyjDyDpQ/Oa/8yvnzi86J7VjSkgpSoihlNZAeu32/vvv7o6GxbwaZ8W45QedZldh/+Hh6d7pIQ69gIc+4RC4iDNZlxi45W6XERQyT2Z1qeoTMZtm85YXUeqN8ooSGnBKGWKEJFGk6yr0fIqg0bqWQlodBRF0DkKotXbGOWMgQhW0wCILICUEGtVYaf/Kr/7S6vqCMmpyMiKQPvXMs3s7j7/7zT8v8yJuNAeTSRjwPM+CKBqPRkEQWGN93zPWdDvt2WR6+amnPrl5q9vtjU4HjVZnOpv1Ot3j4/0g5P1BPwxiY1yW5Q4AUUlCeKW0wfDR3kOg1OeffZ46aMo6bqV9VXFIcF1/4eu/vDM4/Pjtdy6srHWabUhQo9MEhDjoPN/XxgRR1Oq067ouqgo4t7C4uNDrYYSn0+np6UnAg16nCbFgTAFnlfW+9+oH/8e//tN5qSkjANhG7G8sxJzXmqqQxa6iwwKcDnIIkBeSwMNVNnUEcT+enBbGoJmoMJARlZ7n14rO8qouSweU77GExhR6ShgWB43V1vG4Lx1giHsYOVkBACAkzgEAIcEYIYoxhEZq64QBAECfOOgqC622CJEgilKjlNPaOWehc844ZBFQTtTcghBTKEzIfQeAdI4F/tTBJ5O5AziKGgBRbaW1shKFlBWQgGrRTXBKLK7V0sKqMa7WejyfS2suXrrcbrWqqqIIN5vNqvxbjDFtlDWG+x50zr36rf/zw5/9qCxVWVXE51eefraZhKqorYFhzIIQUg+HYcOg8KObd46fPFmMPTnLLEt3Rnbn8LgYHVxd733p517oLRsS8r1Tl2nTbPlOop3HA4htkqCVtaVawt0nJxg0APD2dnacl/AwiD0MAQLGaiVzITEBjTR2kA3H9cFRfjiY1KKsZTWaTrUoGSVJ1I4ZIVBTRKi1jCJIibNQWVNX861e63d+5z85d361FGLvZHz/wd6sMj/5yTu79x+EjCJIIOGzeSGEb7dxxwAAIABJREFUiNPEY5EFFrCCcwQd1mUdYNprNSGmzPPaaWPnzichZwutHoGgKAa//ve+dv7iipAlCJsaIlNlUOl6Xn987c4nnxyPpmiizHE2KEQWcD+JO17UnBSiKEvsYe4z6IBVkkIMnAPWNtIG0E4XlckKBeRIzUfTEcc0COJSGOpQGkcIgzQJ2q0EAfXcs1dlnYmqmE1nnPp1rUajCcKklkpK7RAEEBkAnXYYIsaIk1XUCr7+b//yufObwMFHN3cI8j7zxZ+/8dG1b/3hnxbznHlBrpVx1hjpc7+sS04YhABjZLVl3NNK9RZ6e/v7CBGMMfcCo3Xoc1nNfY7m81noJ1q7qq60scgRgGhWiRrox8N9JMUvPPcid8jWFQv83WJMKYsIaS6ufHD9k9np4OzyUjuKMQZRq5nVlRAiiqNGoyFU1e0tTCYTjCFwZmNzc31tI07CLJ8JVV66dNajsJj0tS4RoQ76P3nr4z/81vcHcyGN9ZDqJWR7pZUkbnGt6VEPoWRvv3rz3buDUgtbijqjlPAgQtAzgjgMJVDYaV1XShNMI+BUrxGc2V5VUg6OR8VMGmF5M2yuLZzOZtZRAhkx2tSZBc4BZK3D6FMYU0oJsaKy1mgAnTXIaegsIsRay1kYRrG1AjprnQPQAegAxBACrFXoLDbaChkwrpwxTlvO94u6doxhTih3DmojrK1rVVtrbGWY0Y3AMScjHrSSZhSEZSWOT08ZQ1/9yi/+6m/+ukGkLKtsMpZCAIjWt7YQJcZoiBB0zv3Jv/kX1995tdngzYbn+bjRDFdXl7JclkI3G36nTaIQl9MyDHpFLvJsVkwnpw93WdL6eF8fns5XEvXcZrPVjcMGtZhWwKdxpHQd+Yl2bGfvsCrnnMNuZ9Vqn6K2kPTDD29LwNN216lsNjru9RaiRlyLgnsMs2g4Knb3pvd3Tk5HE2GMo9BZB50DxiJtGdbI1hRihgiHGEAIMMqrQtTFUjv+9//Df89PomvXr9+6eXf/yXF3cWM4K/PpiBPwtxAqK1GWdRBGzAuN0ZgaZzWnnGOCIfIohQ5wzhlCMs9ij64vLQUQZdPDX/t7X7189YwoS02D2lhjDMLs9GR8/86jOpNlpWHU6OfVaDpHiBAeMB5Y65Q2jOEooV7gaaln81I7bC1UxmkDsbW2yrWS/cnw6Gg/iYKN1fWFThcawzBGGDRb0eJS2/PA1ubKPBt5HDvjAi8+Ph6Oxtn+0ehv3vpAGIC5B6DDwMqywAB7lCFnep3Gr/3ar5w9t0EJvnf9Nobw87/2Sw/v3PvW//tnDx/uIsdqBGshCAKNMBFaeow5pQECyADMeFnWhFBRC8qIMRoTYq3RSoQeR9AIIcIghgAJoYyxBDODkDC20uLu4Q4z9pnz5yFwiecba+6e7iXtRsD5oF9MJlZJ2WtHATRxwJSzcZKsr28MhyOf+7Wsfc+vq6oWOaEojmOCcLubOldZV7/08rNb6yuqqACExgCE2TgXR4O5dGwwzqajodNVMRvJcvLSi5ccKMfTrH9cH/azwsq4afYPTm7eHTsUB34MIJEWOWSxK2IfVVoO+oVHw6tXLq1urt/+5PbBzo4RzlkWdZut5aVJJhGAzmpiLLLOQiittsZiiCB0EBMEkakrACxEyBrjrCOUQQShM4Qyxj0pS4zAp5y1ECFnIYSAWJVqFVDkjKOYKGCgc5J7Jw4YR7HDzkFRC6mEtrrSAlhDhAisDblzTjeS1tJiZ3t9bW//4OHj/aV2cvns8m/9w3+3s7o1HI93H95XdR3H6blLlzc2tyACCEHonPtf/+d/evPW6y8+fzENUa+TzkZ9J6WfpEIDBFwYgCRiWlqPJp1Wu5bq3s5udnLUjBunGX7w6GR7NV1bSE6yeSFMlPBOJ+k2F/JxljS8zmr37s7o+q0dyuHG6upydzmNeoTGZWkM5JWEH7z7/s1rH0dRGPq+EFpoeDiYnQymPGrVDlVSGQAMsAgiZ6yRykndiClwAlvAEAHaIAgRJUJKgJF2prnQzevy+ORUlJoh79zlp4gf1HVZ13meZ0ZJUVd1UTLuUUqNNQ4SpXXgUY8SYDVBEEEHHNSljliQBCRkuMkZQ8XXf+vvPP30mWw+Z16D+bHfalTAPdjZz+c5MpAiFIQNA8loMlXKOgdrKTFlEJGqyKmrm424t7ImLbp5+0FRach8SJiUpRPFeDwdzXLOvbXlxdXlxST0nZGcAJ+TOPaNFtbUABpoTa/XQQwbABD2GI3fePvj7373pxD7woCsLJWWRZE5bZF1nUZ0fnvtheeuJCEPGazGQ+qz5//OF+pCXL/+yf/9r35/f39Io9SImkEX88BiRCHCADqEiYWE07IWge+VRe5RKqoSOB36XhiGZSW0dVpr3/cpoUJIa8CnDATCaGHU/f1d36GzaxsGgLW1tbmq3r51zQsogQC6UIhA1LIZ85ihmBNjZRQFS4tLk/HMWgcRNtpChLFPO8u9NA6rfKbqrNUI4pC99Nlnt86tKytELT1KAy8CiGsNEQlPToa3bj9AWEo5KmfTpa7X7IDReMhpywJSylnSqGtB3ns/33mShRFpNJr3H036oxmE45eeW1/oJe+/9+DO3UmjvVoS+OToicz7zBDo4qTdSxeWZpVCzkBXImsx4AAC5YxzAAGAIIQYQ4iMqo0UEGIEnIMQU+KcA85RgkLfZ5QLKbVU2mgIoXUOQEeBS6QIEUAIQQe0cwRCwb3dqjAOQkQgpAhibbQ1upalM4pozbTsNUNKcRiEX/j5zz7/3FN3dp78f6/8dT4YLTXpb/+X//HVz/zcyWgyHpzOJ2Mh5dmzF64+dYVghDCCzrl/8c//+x//+K+SZttak4Q8z0Y+pZ/9zFNpEgHntMoxUuvr6xjQKPKKutjZ3feIS4J4OAUf39gNGMcYzI2mAem2/E4aEcV87De7Hg2Rsf7hST6ajZZ7rdXuQru9VFp/PNODYfngwd4PXnvnpD+E2jKLGOGTWV4pTTxCosg47ACEAADnkIPAOmCdNYYHdDIdJkHQCGIjFUSQMqa01hBKjEqlKyGAgwTgjdWNy089lXa6ytqyqsqyqutKCqmkgBBIocpSQIApowg5KytjauCklqXWCmlAIYo8HBIYM8qQ/Prf/ernXnqhFLWfdrQ283ziAMjzuqp0JZ1xqJkGC50GQsBZW2TZYDAEiHWX1gaD0fT0AAOzfflyq7vYPx0d9QeTeca8sK6yRhykrWYprdS2rGoMCQawkfiN1Cuz6dHBAWd0bXUpjUKfe2HgG6AdMJQwAL3dJ6e7+8eenwAEKqEt9IxFUqrZfJzPZwQaDJUuMw+Y9aWFhfXllYvbkReNR/nv/dE3337zem2IqEotawqQhlBLTTABGFOItVGAAIqhM5pCgIGzsk6iqNft9keTspLAOUqp53lGa2AA41RbbTEo6urOowch9tYXVjRFkNCJLo8nAwI1coqQRNS+VLoV+TGhEaWUYIIxpsg57YBbWlnc2FhbWV1Z21yNG7E1BmNHCUiiCEPgMeJHPuYYQsgwRQ4bbY22yriTk5Mnj0+KapxXR0d7B+PBk6efWVjf7CLrjUdzQlEcWguQRUvjsXFAJlFcyuTx0bQ/eLC9GrcbjcPD/PuvvEX8pmLRJ48eZtMj6jA03tkLl6J25/7uUVlKjoHVlbXOWmeshQAC4CAACGPKOIHO84gSStS1gYAQ7DHOAz8MfO4xB+Dh/lFRlBgTyjhwzkJHEUqUJFpiQgjEAALioPb9E1Vr5yChEHGjgRSVFnkYEIJAWSlozNbqok8IB/CrX/psFPJxZV5949rj+w+XUvBf/+4/fvmLvzjP1Ww6qUWptYl9ToEqy7kDADrn/vAb/9Pv//43RlNFGElCuLYav/yZZ85t94BV82zmh4RRACGGlpd5TbEWdbW4thImjdNBcfvWYwwowsiPUdJgNz7+pM5dSONmM02b3KOk00jjtHFwehJz4hMehAs2XN05zA6PBkmUPjwcXr/5yfGTx72G/9TT5z+6/kmp0LRyhXCqzBnGFBIKgDUWQQSAM9YSn83yWcC9VpRqIZwDkGClVKUk8piEoCyFldYnZHNtFSLEfO7FkR+Fge9zz4eIOgCSZiNJEooptABYRygkyCKrKTYQaOsMw4QiGHBCgZNFaZ06e25zaXGRcm4ImGZZ//iUIlbn8uDJgRAy4HRto9dbaUGgRTary8pYFCbt5a1zFhFnldWSUOYAcNYOh8P+cNBuddI4Qc5IJUkUzKv6+GRsDJG1Gw8GZTkCTqZx/MxTTy12OwxBBABwDkKDnIYAAESNhVJJhwEk1gEHIEfIh5hMi/LGjbv5rPQJdbW0qkbYJouNK89fjlmQT8vrDx8fH2ZVAYRWWZXNx/NCy6IURVYMJ5PZcJqVhYUWAgecoxBySqExSkqCie8zpQSEkCDoex4wDkMIgdHAAUrmef5o/0ns+QudniVQKDOo5rWWxCoMBEZ+XRFjQTPyPAcZJBgxSjAirtEKn3vhqS995Qtnz27EccgJgtZCBABySqmiqqtK+EGcpA1KKHDQKKukLLN5XmQswFKr/sEgmw8H00e7u0/u37u/stb4yldfrAtx/+4+9wKGyUl/n8XUC5PpsPZpurR28fFRH7r87MaaEO6D63du3fz40oXz61uXf/bBtcF0AIw2tbpwcXv78oWPbux8fG3XCGSUcNZRSjAlgedTSq0zhHuB50c+P3fuDKE0m88hQspoiGAcxcvLK2Hgz6eznUcP9vb3Dw9PilIggxVCkKKGtcxoSjmB2KeUQDizZgKMtBYxn/kRgNBp5fTsmSubcRRcu3uazQ2FjgjZwGC5SY2sZ4bcP5qqcn5h1fvN3/jy+va5Qb8aDceIkul0RGC2tMARARAh6Jz70au/985777733p3J+HRjpfHC1aWrl7a0UZVUWTFpd+Plpd7x8XA60qOBaPq42/TDXouF0cH+uJjXrfbKnfsPzlxYXFlqvvKXP1W1d/7sxePBXtrxz2+tAzFNYz9TaqHd5A4Nx+ZoTt+5fs+o6mtf+YW03dvZObz14fsrPe/qs5vHw2Gmk7feH77x9o7DCCgNDYBKW2WAs8YaZQ0PKcJOC9UKU48xCJHU0jqLKFUIzIs8z0orTcy8jeUlITINtSMYYaKNjKNIKR1FcRgF6+vLy0sLaSNpNdOlxW6nkXicBh4lBGMErUYYE4hMOZs/3tnV1qaNFNPAIlaUojYaMcoZB8r+5Puv7N76OKHm+Zee/dxXvjgbnVazUeiHlAdB2m0tbyDm13U5OD40Us/Gk4cPHkRhGEXR1sZ2kjbGo9n9nYeAe6MiL6Usan371v3Tg5OqmEcBf/bq0+vLi40oSOIg8rlHWej7fhhgzgihnBEILcIAM4uRRQBDQCH1ZpX8i2//1fDgZLHRiKgXegGhhHS9p3/uamBBmdU2aRLeqXJRFZmjMJtmpdG+F44G4wePH/ePhv3xZJrPqqqSUkOHlFBKKCm0lNoBp2SFINBChJ5nleSECFFzP0jb3ZNh/8HBbhD63WbDWKNqkak6qxwGjqAaAqwVJRRzClPuPXP+IjA6K7Iz5za/8rUvvvDi1VYnglAaY7AjyGKl9XQ+qZXEhCXNpufHGBBgDXR2PsuPnuyOBye1yFqLkbaims6dzoA/xZzdezC9dXf32RfWrK52HxZPnkwmIw1gxtK6t9gjMM3G9axQRVFuL7e215cBwNfv3M+y8dULZ5ZXVk9HE8yZKKuAIWezzfPnJhn6wSvXKEkvX7zY7rTiOGKMEUI445hhQhmECBhd5UXaTO/cvXtyfLKysjzPMgDhlaefOXf2fBhyiHU2n926dff9D27d+Oju0fE401UCbJt7CBGGMYUIATd3rqLUAmgxhczTVkFbhkw8fWFheaX72vv7+4dVxL3IoUBVnUCkjWBnkt94fMqh+ZWfP/elz1+panD/3qDMdCFdbQuMpp0uXt3stto96Jz7X/63//HajY+qshR13kjIxhJ/+tJmJfTukxNMcKsdrG4sZTPZPymMhQsNdmV7FXF+Mho/un+axg1p8E/e/ODMuc3Pvnh5997jh3cOOp3Ozu6D7kr40ssXmxHSWiiEGn7UDkPfj0vn7Z+Mb9z4qN30Lly66FF+snsoZ+PFHoJYWdqbl71XXt99bzfLcoWEA9IYo6QyeVlVsvI87HEm64oB2EhTKVQtZZKmC4uLQRree/Twye4BArgTx6vdtnXSQI2Z5yBxzlKCgVYUI6sEdJYwTAiKk2hzfcWjuNdufSpNI48z7geb22fCmGslyyzTWgFGp3n96NHpcCgMQo5bA2tOERTKZDOs64uXz196+rKYT5CppaiH42naXIw7i5j7ZVUIURip79979JNXfwIBunz58s9/4QsWsr3D4WhSFsKU0kyns3t3bs1nQ0qQlqrM80YYMISSwIfOJoEHlGw2W1mtomYTUxpEPmYojD0voL5Pm2EceEEYRZh5r/zFXx3cv7eQpjGhCfchBGQh+vJvfs2zxkLEFlaxn1plTJkDYJyx0lhOPWucQkgLVUqhrNFKlpXSGmR5qaQVUh0c97NMGAPLohj3T+t8xgh48ODBaX8Cie+FjXlVnWRDiF0j8JzVrhLKahatUC92sKacBF4SBhwBzZF76cq55y5vb22vLa8tN1spwgBA7aABDgLDskk1no6Ij+MkipKYMgYcdQ4AoIFxoigG+48ngwPo1Hjef7jz8MxWz/fstDgKW2kh4rfevU+5vPz09p1b0x/+8KMsQ81eKtwUIruxvq4qMRkXHvZDWK8toqWl1jRXsrKba2uOo/eu3UCAXzqzvb2ykE1PvSjJcvDGG7ejcOniU1eefv6pS5cucE4xQoxRiByAcDwcjPpHoi5b3UWAaFlUrWaLUFzmhR/4zXbbmRqYTOuqyqujvcH9+4Pvv/HB9372NicgIRQDGlDGMGQYjwt5MJ4YaxHyWZwom0E9Wunxl547e+Hs6ndfuzaaia2V5eVWs8nAmZXQj6KPD2ZvXn8IVfXy1eUXrqz6vi9qj6L0jTc/3t3b63RTP4aLK3FZFtA591/8k9/57ivf6bYSgkGjGWlTrqwmF8+tPtk97p9klDGIgJQAABYluBHJ584vbaydOT6ZBaG/uNI9ODzc3T2dZ8oafHyUjcYTjBwEtLuQdJfoxlarrOZKO1PZqxcvxAEQquZ++ta7d+4+OPnSLz631kPTYX96OF7qep0Wt6AZR0uZhX9zZ1hkhgGmhDME3Xsyv/NknhlLAIJCdBv+s1fOHx0e33946Iep0KaVhBsr3fevXTs5mSBEIp8ttxpZlUupGaUOAYyQxzlGyOMcAYARdA4qZZ3VacQYcI0kBdaFoYehoh7R1iyvLCACGo2k2Wwtr65D6mXzqtQaEch9GMWBzyMIiM+555E8mw1P+6PB8eVLZxvNuBY1tIAij/GAeAxhLKUty3qeZYgCP2QAuboG89weHE329vrW8aIQ/dPjspojbCk2TgqgzdHeEUaeEopqHWG4vLry+Li/tLE+y+eAEh4Gy+trWTk/Pj60UgJrGKU+9xfaLadKWxUBgcSIKKC9tY3P/vznimIGOMuEC+IkinysFDQOAkAIY4wSQh1CEAKMEYQYAGeNBQgaABBExhqhtDVYG6SMrut8Pj0JGBhM6nc+uv+dH7y2u3dQaVsJCZ1tN6MkDDihFy5d3Tz3nCOhwQZ5iGBMgIW6JLY6s5S+/PzFlaWec9Y65wAAEFhn6lqOhjlwNIqCuBEThiECCCHnkHWf0s4aPRtOD3dPDp7M5jOtzHvXbnsNg5kp86rZCje2F8bTPMvl9vnzn9w7euedx0d9Mc7ltCwotXGIW3HCAIXGMVg9/0z6/PMrVtPHOzNOSGu982CvPzicry/3FtudfJgxwoqyLHN4fFx/dPeR10jOndv4uc8++8IzV+MkNFpYaA/2d+eDYwR0q7vcaq9AS6aTSZ1NoxBDpEbZqJz1G8wG1HLoGAlvPMj/9K27P7l9zwFEDWKQIggohhhCZfi0qACBGEaYEczmzcSk3F05t/7U5bODrCpFeWl7hSBV54OFJKRe8+3bx7cfnhALOqkP3DwM1epyK4k6sb+wc2//uJ8baLe2O4FHoHPuP/3tf/T9H76ytLI0ns6E1YRBCFQ79Y2qRVlRiuMoTJOo1WwoJbQoOs2o2104Pugv9LwLFxYx0Aud1cnE/fj1O5/cH8cpW15r1JUs8hkktR8wwjFluMryqxfORpyd9k8WlnvDufrk7igJ8fmt+NzGQp3nUBWhj6yD3cWVRied14ICW5cZIRzQ5ieP3Osfzj/Zz4wxthpf2F7+xc999uPrNw7780q4Wmpqda8ZnUwm/dM5QIQil2A4z/OqVmHgOWgQghRjazRn1FlNCTEO1QpUdckRbEUJcCgIYkAc4xZYLcvC86g2gnvMZ0Gr0+F+CBE6mQ64R5c6nWYUJVEQp3Gr042bKYQQQ4QJajaj0Oe+5yMArHHAAOgscNBBgghBGDloHNTWaQuwQ7yobL8/qYrSWo0xcYDmZb23d5RNZ/2Tk8OD40qqnd3HYjZtcLS8uXX5My+vbmxmsxkhaHlpodVuGqdFVRhZVUUBMTUALi72/IADo5yqZsPTgOHl9a1mo1WL/Lg/ODoZI4wAtE7qMq+klB73GKOMedznjFHOaOCFvu9jChEGABhCIEQOAoAtd445iilDZT6Q5Uwa76/fvPl7f/TnR/3BdD6HwG5trnzty7/wwvNXLcTCcg1YLUAhhAEAOcisdfUwoHJ1oYGhwxBijAnFGGFCmbYGQpSk7VazkySxNrqoC22VBVYpbaQEymqZmbJ/+GBn2O8j6uJG87ifnUyntawA1L0eP3+pa5G7cX03r2jaXL/3cPjxrZ2T0bw2GlNHkQopY4B20nih5T91cTGMrDZoOpEEFRsXlw5PRtYgSjwrIFIcQY4pPTkdH57Mj0bz4WyGrF1qNZc7rU6rsbzYVbqe5VmlNKZoeaHR8INsMH1w517soRdeOMc80M9G43LInDyz3F1bbHMvnubJt1+//eaNe6320uNH/UmWO4oQ5Fpq5YQDgCKGGbLQxInf6zRMXQMpPQo3txtegMtcHh2fcO4urrXXl5pRt1FKk830yVE2HWcbG2tlMbXGri0v15Xa358BCDoNur2+AZ1z/+R3f+dP//Jb1mHlkLXYWEkxoAgybpOYJn4sSpXGZHEhkJWuKqys32omFMk0FufOtNtpkvgNrbzvvXZz91ABKDg3Va0BcEniCYGyolKuZgxFHvUwJwQlzfjuwydFpSgijSjqtAJGaidLn5J2hz/3/LkwQH7oQkb6B3uttBk1Nx7ve9fuiDc+3J0La3QdMvu5l54bjCdPDoe5cJT4zOhW4gmMRsPcQqzrHEuRl6UQinkcYUgIohhrIShFVmsCkfsURgiD1cVFaNDhfh9gprHR2GohWn4sRME5RhBwwhHEABDtXG0lgrYdoE5kV5fjtJ0y1nq4O/GCpNGJl5YW4zhoNBuce2mcepxHgR9yRjFGiDiErTEOGQgtcBogaDBBgEJgABDO1cai/qn4yz/76TvvfzLP8vFkJJQQzihrPAq+8PLV3/j1r5+/eAUjXBY5ciqO/YAighFFEBnlEHSUOUgcgBDDT2lVz+YzB0mStrEFDmsHsVHYWaNULWqd5UWRl85aIWVeFLWorTFWOWsxxIhQ5ICxTjOCAbTA6pVe98yZMyyKITKmnGWT/qBfvPLTj7/xze9mUiwtdH/xFz7zlS9/7tnL5+MoKAzo53L/cNY/Gk2yGkIGpK2nswc338mGD5oxm8/qMEoQBNa5OEmy+dzjHiKk1WkvLC6EQdhoNgEFQRSEqQ8w9BHdv7P78N4H66vp7oP9uqoNqr0oGs3Qk8M59cC5i7319SCIjHKqPxA/+MEtISMN6cloFKbNo5Pjsq44owHh2KHN5fTCeo9jqIDOa40gIqjoLKSn/WESxxtra/m8qHIbJ13hbFZWh0eTe/f2lLAMcB9TBgGjIEl94xzERFoLsTi70VzpNI6fnGaz2ufo3MVFyNS4nk9M6VPc83inzSnXmwubp2O5c1pE0doPf3Tn1bduagQgxAQaBeaUcAY8HoqVjbY29OBwojUADjij2g3eTALPD/qzTMpisxucXQo6bS9pektrayfH8vrHj9bWt7UBEJDBaHpy2rfAdruhq6tusgCdc//ov/rPv/HNPyDMt4YSyIDRjIIo9oOIckaA8Kb9LIrd5nqDYKyEwow1GgklmCDZajGM6+WlZqvVevvDhx98MJxNijgOR6Oi3Ww0W8nhwVRoA7kFCNai6LZipW1V2awoGQeMIQQ4BM65WcDwWm/FD9BCFzVT+5mXthnC9Wy2vLCI6dLxMH393YObDyfaclUWuhw/deXM4/39D27cY3HTo35E6cWzG48O94eTEjEPOolFbRF0ADiMEULOOWuM05pRCpShmDojCZZxgK9cONtOm492DkazUiGUKamki7ykLOYQGmA0w9RoEAWpNtZg7TGA1fhLL5/94uee8n2a5+jVn1x7dDjW2Pncl9rEaYN7vNlqAWObzbTTbXQ7nSRuREGMMQpCHobM45gQ5gAGSmmdl+V4Pp8Gcfuv/uqNP/mjH42nihIKkCmqQmPgRcFLL139u7/5S09f3AoYpIRghClhBCGrjTUOQ4yRtMgYh53FCBMAHXIGGqWcEwgBwBAwDmoEMQEcEwSAhpgBSAGA1loHgbHWGAMs0MZVlSxFbYyVShafyvNKCAjcmbXeymIXexxgUI2O62wqJPvLH773nR+9du7K9i99+YsvvvBsHPjYGiXNpFSP+7P9k1lVK4ipdcQJJ2fzO9feng0epD7O58LjAXAAYdRstY4ODlqtdlWXFphWK+33hyura7WsG610eaOHCXjm8lN3P7wzHOw+9+Ll1179mzhKkKeE0Y+ezLIStjrysfsxAAAgAElEQVTs3IVWu439ABei4H7zJz+++6NXPzEYdZfbz7/44t6Tg7v3dgjyMKAI2M3l+PnLm6KsaqMqDcIgKrPJZF4YiddX07NnOitLvdPT4SyrDSZZrT+59+TuJzsc+yGLAsI87JKQtnuNqtYWslJbROW5ra4ri+lgFsctYxXAJSG1l3qnsrYGB5A4UHlR8atfvuoxfzwHVUl2H1c/+3D/3oNHSexduXSmqvRwNOn2gnMX0o3thVs3+9/73vvzQkPMtEaYcexk7DFEWV4VEbGfeWqLI9No+Y124/Agn0ykHwfGagCoF0a3792dFhPOWDEpfexD59w//M/+o2/8yR9HzQ7jEbYEKkug8kPb6CaicnWurAYQqkbLb8R+GOAk4s7psix939vaXh7Ph4HPFxc6Ra3v3Jm+87PbFHNnWbudXry0/dpP388KhTwslQJQeQHFmGuJIbReaAgDCFKtoKhzhmk3aXY7XuRpxquFjThNeCsyzz+9EfDu6SB6+93D/QMbhSse4xzI5ZXW0Wn/vRt3h/OiLkUzSX7h8597+/0Pbt/ZgZ4HseNWQ04AwhgyjAlwxioJnaYYtuPwU+V8hjBOQ7S2FK8tNqraOhwdDOY3HzwWEiZx02rtrKQYQQvKvAx5pLVSrl5ciKCaXjnbffbyxnKv1WkvHB3137r25IM7+3VtMPEAwIhihKGQNUbA82kUJaEfMOIRglvNJE3DXreVJkm33dlc703G+8N+vyjd6aj+v37vm8Ox0BpZbTyGp9nUYsQ8b/vM8vnNxWbsRX7AOY/CMEqSNE3DKAqCwA89Qo11SikLAeGMIWhDRkJGMEIGUUACQgAEGgCLAAXAIqgBIA5giKBzDkKEIIQAAIQcgg468CmIgAPKGmuskDKfZ0hUk+GAJVF3ZfHk8QOg61Lx19659/pb7186t7Ww0OU8wAjJqqSI1AYK5EEWWgA0BMJYUcjZ6WD3zg0fV4lHykyFYYyAk1JiTJQSYRgZa6yTnsfyrOq0upPxsNFMkoZnXPm1r34lG1cnJ/sWut2dx5iiKGWnw/7xcPrCC88gXCQpWOy1tYLzck4YPzpyr/zg1mhWRC2+sbUGAbx7dyefCWMAwXZ9tX1pew0bZZGrNfWD1unp8ZOjU+e8M+vx9lbUTPzpOM9yKyx+fNR//KSvAQQQ+JB6CKTMri5EzTQWBSxqUHpQQtlrtXUltBBGCeA0JdZArTmbKjWf1h7hadPvtcovvdC9dOnc8dg83j3GmEhLj0/GSRT0uqujkXv9jbdX19nlq50kDk8O0CuvfBClybQUR0dVpRADlmrJvEA6CG29udpsRGRzs9Voe7sPJ0VGlYJ5Wde1IRz1xyfKOmNwVZk0iqFz7p/9s9/98+/8xaw2eaEh9JFDDDsAlR8EziLKgAOqLCtMaKeTplEgykKJAmNIKe50ukUm+qcz3/Pjrp8V5v7dQ6WsUWD77PLXf+OXv/2n393bGyDOhciNrTDlmPgIgjDCCFlrIMRESmgdpAgAU2yuNp69vKlstnPcX15sr/TEy5/prC2uHh2o/hDJeiGfe6vLG7GHg5BahE7G+cPHB7NpprV1Bjw+OT04GBbCVKI0damRcxARQChAPqceBUbNGxG/fHFzdbkzGM8HE5AkvNdwHix7nSUHo092jt6/+XA4KTijHmdba6udVmP34c5kOF7srhpj8mK6shImcb21lqy004QHG4sLceTvjeC//ubf3N/Z9/1UaeAgVMBQhhFyHCPoEGceIwwCAIF1VjCKADDb2+u//Y9/i0BZ1u7jW8f/5g++e3/vMGq2jLKT8ZgRLGRtHAQQhxxtLDY9Qp1FWZaHoccYCaOQM5QmoRcGCBOptLYOOEQJ9BkOOGmnURz4XhjzqJEmYRAxyiimnHss9gklBCFCCUUIIogR/FsAIeCA1RpAACCwVimtjNOng9PRyXGC8Mnhcby0eP7Zp8anR86oceH+7Ltv/fCHbyz4iVIur2SYBKLK0jishEZezPzAOAM9XMiqKOtimvvAri+2ktCfDOetZtdonee5dU5rBQAgBENsEYQE8UbcKOfz0KdxgK5c3b5y9fLOzun3f/jjvKjavXZRTf2ATmdjFpDNzQSjqtuJ15a2nY5mWSasLEr6znsHe8dTSG2jySlzk9FMS9Bqd1qdpu/7+WxWTQbdbjvP4c7joTR1hbUXRevL/tntZuQHoxM5HOjj03w4zctKtjtJu+2LLIM6f/HZteeeXlGVfPJgWgqwfnVl9/j4ww93eNC1wExGRxQhBolCThFQFrmpAQ+DhaU0QbPzS/TSM5cq4M/G1d7jg+FksLa+1mr3Hu2c7B1ND/dmHsXNlmYELnbOPnlygn2rMaprfzLRtsiBzq4+94yAbtA/ALbiWD399NrmdrvOvYd3Tw8O+gAwpeGnut2GqPS8ytNWWpYKOufe/PG/fHD3rcOT4sbNwZ370/4s4zFwkDEcQQAIM8rMMUWMBdYCIWw2z52RcRiVeaGEQgBgzCjjCysNgtm9u3tSOSHN1pn1v/8f/Na7f/P2B+9+6CDSunJAQkSSpJUkAefAaDebC2khxsxBJHSBoWhGbGOl52BuAFzutC9dxEvLMgl7GMe6RqA6//ju3PexczpJkuW1VR7ElHuAkrKuT49Oxpno9/PTfn46nIxGw/3+UVHmTtWmrlutBgRGlNOzW8u9Xry5vggo2z/KPZ/3mlE5HSRhgpG3d3w6LkRWSeYHa0tL51bXstFkd3cXE4xY4ACgUIeB6Lbr7dWUGMigF1CSRLS9dOGv39n/s++8IZR2AAnrSYgoMQhoox1wEBMcck8q5VNOsCbUllW1sNz4b/7bf+Bx9vDR5Jt/8fZfv3UdMgqpLfJcKuV5XCntLLTahoxtLC2mQeSck0pQShBwiCCjBSUIQgQcqWplIbDGMAI5QchqH2OAgcaOewGjHsCAe4xx7vskjpjPeRxFjTT1w8jz/ShKoijinscJQ9B5lDFKIFDOmarOTk735+MBhRA5lHZ77Y3V48MDgvhrb1/7f/7ou/3D6Vq7TaivFMAESCko4XlWIYwdgsJIQ91cFtJqq/Rar9drpAxACBzBHtAYQGShK6sSIkegBRhAhzjygjASecYJ7Kb0hRfOtlZWXnvvwetvfQCdCEIGkI4j1O414pg1YmtkvrG+EnopJclwOEWUTqf18VAfjtWtR3cBrBqJj4ShgEVJg0aRRng46CNQtxqJKl0+VixgJSznVe5zvLmxuLW5Np/ID9/fmY4s80NMIUPF1lovm1VJA3/+C0svvrCCHHv39U+SyLv6/PI0s6+/PXjtZ4c7+3uM1FvLy0vt1pOjJxlQSlVKqTiJg4BF1F08v3o6GO0cThGIink9m42XV9Jnnrs0m+Y3rj+UFZVl5XuWM0pZWlaCB7RSSgpEEa2LXMh6+/yZOPWrenR8sJOG/osvXmw2iEdT7PDpyVFeuoODcmfn9MKFjSuXtgb9QwdcmdfQOfejb//T072fhmEPoNVX33j8vZ9+AEJiIbIGC1F7HqbUdjqNKE53d47mM2ktUFIFHheirssSQdBqt4PQo1C34iib17nQmPlJq/3Vr3w5IOCDd34GIfJ9LwqDOIlXV9eCKCyrmTbmrXc/un7rbtrqcj/cO3iCkE08z/co5/rC+fWI26tX2coamI3V2vI5Dvz9W/T+7amFZmllodlpBiFrtRo8YpCQOEmBBXkuilpP5tXBcX82Lx4fHB8dnc5nYwLd5vamMvrocD+Jg+Ve++rFi5PZZDDLKfcuX7qILeCENptN4zTxOWa+50fQ2b17D66/877W2kI7V3o0GbfjFJjJmU3/8pnlYpzt7R7VeXbx8vrqubP7A/rH335z5/E+0A7iWAAX+pQAaCE10BEMCEZ1VXuer+qaU1oVYm0z+e/+h3+AoPf73/jrH79+pz+vHC4QEkYDC7yVtY1Go5VPZ48ePqDQrC11fUJ8P9JaEYYR/FsIOwAddAADopWttdBGR4FPASAQcgANcBKaRrOppJJKWWMoQwijusrTOMmzjGACMWQ+44xiQphHkyjh3E9CP/K8C+e3Vha7x/19Veeeh+M00YXgfqO7vTmfZodHo//9X/3Bm+/eBgK0koAQDgBhHAqhgOVVoazVECPtnCUw07Wyyhmz3OnEnmdEmaZhmVUBDzH2pDEOA2vriCHAEEGcAeYgQsY6LVLf/lu/9HmcNv/4O2/evr9PUYWgAch1GixuJVHAXry6buTcY4R5fDSaloVYXFijNDwe1u/e3Lu9+9AiubWyeGZptR23TofTewcHucQGQC/AnJj56QmWdmtjI2jFtx/c8/ywkUaizoEDRVYzEl68dGVr++z09KAdhlLR1kK8sCn3j26EflMWtapOtjb/f4rgK8iy9DAM8x9PDjenvp178u7MzgZgAzBYEIkiBFKyi6JLpu0yXaqyZdnyg2w/2PQDH/Rg2VWW6TLLRZUlFkUbgQJJEEuAIBbAYvPM7OTUMx2n+97um+89+Zw/mf4+bX3t8vXb7I/+37vHgwlBRd031pdL03i6P1wAqIRgjmVxXliGUa9Xev3RYJozjoFCkjPXBhvrVV6wcKaKXEXJiGrU1EtpKpM8cn2DMZbFvFauC86n8zHRCSWo4jvVitNqOa2l1snJkOdBu2KBPNUNdzzO93tRmIkzq20LydFguL66CpVSP/re78XDm4ZmFtK5v734dz+6GwgEqJKSFUXumIZOaL1WvnD2zPOD/uF+37Ftx7Ic10YQmrrmlHzH8Syd+K6xtNS03ZJEOqLmz37xiygM/vN/9J/YGmVFwYU0TduxTEIgxiovUibBzz+4+f985y/2j45Mxw+iiCsOlJA89139zTculFzWabHNVTdP8nql3SltPbo+z1K/0lxqNGuzxXQwPul0m6ZBZoupblhK4slk3FyqLXXbXAnD8vICz2f5fD53Hd2yNF4UR0cnYZxS3RKMNxqNyWxWMPbCCxe7nY7n2ACqLE8QgbphYkx4weaT6Se//CCYzQGBT57tzhehQT3HwJ0GqbnUNa35fD4a9F+6eq7Q6E8+evLejYM4kkQgBLRcMqIAgooBAfD/T9MoAoIQqCQ2iZ1FaauJf/f3/sn+8/D3/88/e346jlkoC1HxK5arj2azL33p663W2vWPP31w907F15sVR8nCsr28yDVKGGOaRpUUACldNzRJBBO5YFEWlyolyZhizNR1jLEAiBIkVIGgFFJYtg0gTuKkXquPBgPHspM0SbOEElqtVLIsdn0XQ7SYjjSkPvfalauXLwjFS7USwJJFEUilU+nU185sbz/77p++81fvfYyNkoE0IBMplJBAASaFAsAIwxRAhQDPikxRlEmmFIBKlR2/WvIpQrqup1Fo6bqCKhOM6Ho4D0qWgy1kaBRLEoRJyXaSKLCw/PVvfmWaFz/4yadhKqolmqfZaDK2NTmLopJrvfHK+uZGZz6fl8q+6/ingxEQeGvjHBPkw08fjsNJks7Wu40LG5svXryYCXE4nNx/Orx569k8nGOQGDh78+r5er2aC6jbLjH0PGXjwdQy9ErZ2NzsXrlyxaB2vBiJIk5iuoiKo8njR3t3prM8TYsg6L/1eveLX7j22a3pn/7ZgygGRZ5nyWRtzX3x5XNPnh0FYTxfBAqgLOd5ziFGEGkFl0JIQzOzuOAsaHe8ilca9oI0ZZoD07SAUoMKIJI1WjYQAHATYycrMoAFFxmEouI77Uat3a4fn453j3qNKr640g4HY9fWq02XWrWH25PFZLHSqvWOnl88dwEqpe589O35ycM0mO/tHaVK/+T+4NO7B5ZlEShd2/zCG2+8ePGiZWitWlk3DCmUaVoapTqljHEAgenYSgGoANQxMjSAjP7ppNcfHPeOizz69b/7q1E4OTjcDwNBoCOy7Nxaq1bC8/nRNAyGM/Cjd68/ePLErdSIae4c7kXJwjSpYNyy+eder7z5ymY2y4GUZzYbLX9jcWJ3l69ojpOl8Xw2ZzxvNhuSFWES6LZfrS1LIFzPCIJJEAS1Ws1yykpRyXgUTBAQgrFebzycR4mEd588bLWaF9c2qQKOb1eqlXq9tlhM+ye9KAlXl1aBAHEYc8aC2Ww2nbrl0sNHj5KUuVY9SyMCQteAq8vLpbIfxcFsNmDK/vjewS9v30lzgphuYFciCGCqQF5wBQHJksy2DYIZpRIoQInO0mR92fy1v/+tv/iru/cfnQA9EWCKmOaadUhgWkTXvvRlSp33fvb+dDRbbrc1DJNo7vpOUaSUakXBKNUkZwBDqCCRCEqY8lwiZTqWaRgszwydmpqZFxwRzGUCEScYKwmyTHAuHMcSgvmen2fFaDB2bbdWqjNWOJ6BsUgWY8Czt9569fU3XwWCY4NijCBnikHLa57M8j/9/g+v37w3iFLDrUKudAowNQCAEmRCMAU0oYRULA7maZIyKeI8hQBahmkapk41DJBt2zzPEOAACQEBNcw0KgxsaA6xNYQhDeK4ZLtFkSPGNte6mYIPt49SJs5uNMfj0VHvaHWpUiqXfd968fzq+trqwX7/dDTTLU8pABizLTMMwoPDfiZzKYuleqlRdsslj5im4ftZxoNZSE2j3vA9R1IQtFp1w64GUaxUFiz40X6q05Jlq3bb3lhtYICOho9zMDNo9+ggPh48RVaYZOTJo8mduzuNlvPiy+eiBH30/tM0wrbuFXHcaZuvvH7hkxuf9frDjEtIDCZAlDIBkKZpjOUKSFM3eAYJkrquXNsMJxmQcG2znUShTnGz4U4me5tbTZM6p6dsEPKTUeCVq4twXuQL16LJIlXcyHKBdVUq4XbVLYKFY+GNtWp3qTseptPhsNMqVzy7u9SFSqntWz/58P0fKLEwjTzj+SwmP/7pk+kcmpZjGfo3vvaNv/et3xBcKJFzkWhUk1yHABcsP+r1syznUhJCj3o9BlGQFgygW3fuA87/2//mv2rWPSWS6zdvHPfH41nIiyKbD964sLTV8Qb9Q0U0ZDR6gwVHeJEX/Wn4yY07k8WC8UwpZFjyrS9VvvD5MwaoxUG2tVmyqF2zLmlaJ06KrEihlNVKCSM1GZ4mWVxuNFfXzzl+FWO8mE2zLBFFLpSYzqcyRU8fbAuqumc3okw+3e3t7DyzTHh2pX1+ebVIsyAJTc/trq4+efRo0O9DAKt+FUoYxQnnTCpFKFUISiUhxAogqKRJkaURz3M7y13TtR88uDs6yg7700eDZ0fDqYwUEkghyLHAGLRr1Xazdnrai8LYNp0k5EARxrnkynZ1SeVwFltOScFEKk41SwghOZBAmAZhLJ/PF7ZlUUggV0Aq0zKzItOpnqQZpVpRFIgQIBUUECGU5JmESkFZLvlZHPu2bRpWIWWaJZQiTUcAAAihFCAIE4QxIcQyLATBoN9v1esIACWlZRoQinLJ1LB48cL666+/AqFyHQcCkvC44ChOtB/95JObNx+EcSwM1F1eH59MxtNZpdLElEiYCsUEIAopJrI8iYs8L/IiTTMhJFRASCmEBJIhrCRjju5hrGeSma4pi8w1DUmgSnMAsVDStSxd101KHcsM0mQ+jQ3bFfmYseziCxeuXt40LIsXKZ9Fk8FUM/1RmO4en/qVcjCf2IbWbpb9kuW6dsX3aiW35FiUYMN1bM+1CXIoERrtj3s7uw9YMnZdI2HFIuq7Hiu5SytLbzdrF4RIZvPe0eGTgvO9weEsnxjEKWJeLamLl/z5LJR5++GD2YPd/dXzS/MoOzyOWKZpylSRtDCvd6rPjk6Gs0maF0wBSLR5ECKiQYgKzoRgCAACDVMzWLGQMjU068LGygvnGgSDvd1jx7Lm84Fj4y+8+dqzg9O//vBpwAgx9DQrwlkMCgUV1BAmSELAESGWDZst7LnKxHBr6exSpWmZhe8LpJJauQKVUn/wv/73+zv3Xnn1jcm4d7B/9+zFGpP6u+/3EmYAiN98/a311QvPtg8xAroOXn3tVYoMAMh0Mb93/75UCmHiuqV+vz+eJ7cePYkKnufFWqPyz3/3n1UcnbNFlhcnJ+G9J48/u/3+Wlv/woVGlSqeU658ppDtOY/3nm/3Br1ZdO/Rbsp4EEWIgI3V8qVL9TNbdq1Sf3S/126Vz28sn1m5PBrA/YO5YZoQANuyTMPIGUvTREiuAFASSC5FUbA0C4NgsZhMZmMBvcPTSQZ5pbs0GIeLaVg2yDe/fPXyVoMKGcUpB5BD5FYqWVoEk7lBjcloxFlRbtSlUkJJoaRSQAKlG7oCjGBMoCYKMZvPmeCSIM4kC5hX8qcq/eufvaeL4uK5WrluHRyG87H61je/dvZc5enuJ4TkGnJ2tmci1xkT4wXrjbJJmGFiWpZhaJrgRiShQBFSqWQ8LxiEECOUJ3EWLDzblpLbnpfnuWEYSgKIMFAQIqykAhBJAJI85YJhAH3biufzTr1ZbdTnSXjc7xGqCcapRjAGjBdCSsYE1XQIkO9aSCrPsaESikOCgJJ8c3MJwWJztfGVr1wjFOdRWjBl1tyU41+8e/vTG88O9/tZGplVvdXpiLQ4ODoOQ8a4snzDK5UxtQVEhciVzIHiQnAgEVBQCCml4lxwWUiRiyLdWF31vdKzg10GJFFI5DxME5mlCACFASWY6NTUqEVJynKkcL3eZMkYQthd6WqYIUIpQeBkxqZxa31546UXgG2djKe3b9+Nw+gLn7/67/36282KQyUskoxz4ZZcIXmS5kISbFijOHj3/Z/dv//ZWqeRJqHlyvOXqxAVUhhl7/KjB6c5K6TiO/u7Sc6GExZEQaXMN1cqL19sry5pRRrYZtUwy0fHg5AVD3bnNx8sZgtlEhdESpPccExhWBnLuWAC8NliPp2OLdeUiOQ5UAogqEQBZCERTA2DW5Z29eLmmSVzba05n+e3b+0GcxCFWaXmIA3f2z6aR4VXrUiJpqOFYlKneHWpXK07OS8M3Y/Cebdrtdq6ZVGZIJDz5RXjwqVmlgyBhFAp9b/88/96ePrs0gsvDU+Ojvd3NjYbfqX1yw+fmnaJIHrp0kvL3Yu9kwWhGoLKsixIwP5Bb/+gV6qVszyZLeZJwtJMnI7n0yiShEjG3rhy8b/7L/9Tz4AEMdPSkiA+PR1/euvjaN7frOou5ZSYllOVUlOA3Hr4OCjE4cl077g/CYJpGJou7bStWsnZOuN2um4SCaxoxTU21jby1Pjss8M4yra21vd3jva3e1DZgnMusjzLuZCCSyQBBlAhiBGGUkWWNyWISeUapWwR1nzjG9deWWvaqAhMquUFy7kEhAiEJpMpJVqlVHn6+FG1XOl0lzLOFEISKgkV40LTMBaFhjFQ2nAyXySJRIoYmqnpFpLdTvNomvzvf/BHlh7/g996cXnFi8f+Zx/0q033/IvV4eTR8mpZJ87oNJEsrzeQUbaPR+DRk/jJgySYIZ5Jz7OrXVeS0ACKQGuvF47mSEicJqe+KTydDAcnpleKEmAYVpYlukZ4IXXNLJgQgBBDK0SEiEQKOZrL4qLk2o5nxUUxnQU6NTlnCEsliyyPAcwY44ZuZ1lhG7ZpGJ7jQQmAkrah64Tm+bzIpl//xlu/8tUvYggFh65TRrr+zt/8/C/+4udYqygFc5Zefe1KrV4ZDYano8nDxzunp1O/7FfLDQwNACmTXAGOiAJQcimEQAjqQgHOpQQCgpTA+OqVTd83b968DaDOC4qAjZCSReC5joQKCDYcnXq26blOXqQGIvV6e6ldqdWbtUYT8AJr+OTouH/7sVawcqf62pffQJ6xf3QchxFV2nK3uXW2YWoIFjCYJQIQ13cUzzljKUT9MPn5hx/cvPOZRlXV12xT1GumaSqE9Hp9/dHj6Z+98wEHFBItzRkACDJqItmo5S9f6V6+0KQodi2dYoiQLNdrQc4e7Uyu31zMF/p0klGoAQF127WrlSRJiyJN86A/7OV5DrCSQGGkY0yEkkpgngsC8m7HK5dM15COyTpL1sWLF/vH+Yfv7e7tDeMkNi1cremGaZ0OcsaIZcHlJafs6VhBqGOpYSnMh/d2lUxbDe2Fy13b1uIwalXtq1dXqyV62htBpdTv//7/cOPTH9V8++zmihRASnR6Gtx4eKwUrJeqrVr7/AtXwiSXAhgI5RlLJLn+2aPHj58rJLiKqU6p5kUphjrSTAQhYkn0a1/50j/9L/4zmUYWRYahFsNjIDiH4snTJ3uPH7Zrvmc5ru1olpEVYjqZCgFGw0Wl2nh8cPDx3bsLFjk+qVbddtulpKhWfJ0oyaJOq+mYxml/dtqfbp5ZLmLx9O7kwc2ZksgwEAJEIqwQ1gAmhAqMJABxFGtLnc7VF2/fvJ9OwssbS1cuNrsdV0S5SAHVDAGUEBxRAghUQBGN6obO4tzVHYhREEcKQaxRhaAAEiipS6lDQoiuCMWmyZDUDQq5gjzGCA4n7F/+X//66OTJpRdrnXYJFhbhLkWwXMdh8bzVtdaWV4sQTU+njiUaSyb1hWaVTo716x9OD3afv/WF1rUvbsgcJAPIlfvRvaMP7ww5Vptn8JWLrk/I/Qennz0KhjMiscVETBSTTGrUzXkmJSFEz0WMdCEE98xSEee2RQhOfbc0nxaWRZaXa5ZJpOBKFc0lUxZKCTybZ/NFPp/HUmpAIUKgaxo6MhkL0nT8ta+9/tWvXUNABUGkQ/PZ7vGffO8HB72hV63X2k0OZKVUsUx3PFnM47Rgfysve06rXI5ms/7JwPMrlVplPD5VqJhHE2rY1eryaJQoiF+6ctGx0eBkx9CY71jT4WypvWa5pUq1WnGtPJpBhBfzQHGe51mp5Pu1igISco6kVir7jm8TYoTBgvMkiRKSKw1JahnIoAKrUrXimTZRICuSHOZBGA378zgRuuNJCHzLzOMgBcHjw90f//VHUZLU606jQdZWSxoEUKhyqWI5tUfbiw8/2959PimYElxgKFerzmbTrZbIxlZtueu5Ns2ifHldnSwAACAASURBVHy6kApqFV0vaUnGVFHWQXUyDVNW9MfJg8enUaYKBrI8EypnRa4UAggwnhKkEIEQaQDiIkl5kZiaqvqOZRDT0/yS0ahVkwA8fdxL03BppXz2THO55Ria1jsNwiifzYYvX9lYW66O+4s4zksNfzDh7/3y0SJKBMgsC5Z916IaUdmZdeuFC13HrUKl1O/+j//48NknmystLujzk3kaqXiWnS5CoZRn275rNds1REnJ9beWa0EsT2ZkssivX3+om9ryWmP9zLqS2k/f/TSRHFGEJC/C6bXXX/nH/+h3eJ4ZhBgGWAwP8iTEph4l4Ww43lxe0oDce/ZkMBs0O412u2NZpaeP9zvtztPD5+9ev/7w4Jlh665rVUpemkTlslGrWhhyxwG1GvY8LV6kZd/yHBPyxg+//TQeQ4oIgEQgCDChEiJEOIEciPFoSmq1X/3tf3h8eLw47r155aznqoRHklPIdZ1SCSRESElFdcq4oJquAKhVqkrJvMhns7lh6kpBAJRUynScxWLO0rzql0p+aRGGXIJapRHMwiRLAVEM5O/85Ed37t1XkjLGw3Du2cZyvVkpW/PoaPNc9dyZNoFKQ0Yep4Rwtyy9KvX8xuRETYa91S7otJwitvbv8TSlC1YcDSdOGW6c1ZtVVtadiHd/eS/77p/fHEw4JBQCoRFNAsxAhrFE0hRCVxASWGAYmVq+3LHWVqyLZ888uneS57Nf+/WXm43K4e7pdDp6+dW1ImZ5Cohey5g+GMe3bj979OQ5FyYGlEpeKWlpNvn6V9/6+leviTyZjce8ADfv7d57dMgVwrrulB3Hs+IoZjkAyFAIEqyi2WQxG7144SyE8sZnt6rV5oUz56LFNM3nTOWYGlQrc25JpV2+fKbTcjFgjEUUKgqpYdm2b/megVg2PO5ZpgsVVgjnAnAJJIBSCoQklERIhQkUAiklIMp0k5iaDYBUAKZpkaQ5IjRnMggWQRQpiGaz8ODgxCs3zJL3dH/Xsyzf1hyPTaL+rTuPC64cV7MsceFsy9SZSfBSZ204FrPA+vD6k+s3n0oBZJ4bBLxyvrO17NWq1vJyrVzSNUx4pg53T4RQdlkvt+sPn/aUMrfWV31PD6N5gcgvPnz07i8eA+IJQCDBECDIEQKCy5wQyAUHikHJRZ5oFBu6jjFVmBDblEoqxnVkApH6leK11zeqvp3NF6aO7JIDEHz6ZKdaKjumBrg6u9a2DSGxeXSSHQ/D7f1RlPLpLMAKvvZi5+oFxzKkRC5USv3h//Evhnu3L108M4rQ4SAk2PI1AtkYiqLebBiOhU1quq6u2/fuPni4fZIKy7IqjJFmu7my3tZMWuTwT7/3V9v7PYWhgdhGp/T2F1758rW3DIMoKZUEImFJFADCo3jBkuTFC1vz0f6dmx9qwDBt367ViO3evv2wVq0/3j24v/vs4PSYS2ZZZpEVjmNtbbVYkWCiNCOpVDVTp1hC36WlMlnubg124c7NSW93ArFWACGUxBIoABiSSCeLWZhA8sW/+63LF682baukgzCZHYxOXK8+mc58x5yOR7btDYbDVrN99Lznuv50trj2K9cM29jb3Tnp9c+fPz+fTiEEWZqvbm4d9p8rxpolr1ouB4sEU8O1XFGwjDGgAQX47du39w73ciYWYRimWbQILCAaJXc4ObF8ZFqF6+ByucYKyrJ0qWNpRl6pOEXKRB7UKoaGiWN3T4/gbJEYtpYVsedB2048R+jErDTP9Rfm//3HH+wcFCmzKDHKlfJwMUU67nQqhu70jkeLeQREYmn5xbPlN96sr3ctmGvHhyPDEN01o9NpZKGK40SBeDaYKE4ILet2rdFd64/i73z/vcfbszwhIA9XlhqEsG985c2vfvlN28TRbFSwvIBGluGCSSYEgEyqPMtShAzLdvM8T9NkPBo9fLhdazYbjYZFiatTw9R100jSJE7y8TQ7PBxphpOx3DThS5c31jp1SyOsyJUEBRMKY8syIcv7B7u2abuOo1tOClBRSFkAxoUCDEICoCSEAKlJwSFJEFFcYsGVpVu+40GA4zQ7HgyOTgYcynarrutarz86mcw+uXX32cFeqWRde+NV3yF37lxP8ogLqOvEtihQebNOz241N9a7YaJFWeX7P/jwkxvbGOmQFVSJjZZ3drWx3K2ahmy3fM+1MICT4VjXgGUpp9zcPxEfXX945aXzmyvtKAyors1T9IMf3z7szVNJkaFDQNIgVzzDmFOCNYo6DbdZMSjkwSIQEuqmt9efHY1CxiWWyiSqWUcra3hrs9msNYssqNccwUn/ZBwuYlFwCCileKXlVG1ZiKzcbEmoPzsIsOYOZov9/f43v3L+xTM2L9KMW1ApNTzanh1tT6YTIfVqraVUZuiFR2GeFoqYkBoFVIhaYQy+872f/OgnHyGdfuHatbfeugYAGI1OqKHXas0P3//k+z/4Qa1R/fzLL7791qtry01NwwgjCKESGArKeVaISHIu0tx3tSw9ffTZB2ZhImD1o8VxuAgyXqs39p/3b969G2VpzlLd0BHCuo7bS7U0mesGUCD1PFsJ4ZpapWbXW67rebPj/PD2KB8DjdgF5AowwAVAQumi3qoAJQ3fWjqzWi2tXlq5UPXc3un8xx/c3Dhztt9/3mjURqPBUrs7OB2ura2PJzPfLeVZce7SeWrR6XQahmG9WpNCIISUBKZtcZkTILDiQPwtogA2KYI8YVmmIMLY2t8/GkxPFRVCMa5QEscinGpKHR+f5DwveCJAtoiYkBZGwHVVtUrLLjJ0VW/Y3eVGFCxM03XcTr83DII5Y6mhi3pF831NQ1qp7DOgPXpW7B7iB48Cgu1mp3E0PMWG63lVXsid3ceD0W6rTS9daFNVtOvacrOZLXKhwnarbFs6JYJorFb30kQOe5HICtsmju0To3Xr/vBnHzwYz/JFkFtUsw0dI/DNX/3yr3zpLSiSOBwDwHXDkAIgpGNCAGAK5IXgVLOr9UYcx1EQUM1hyJokPEkKW+UuygnFAOtcgYKpNIezeUZ1qpkIIWHoREeQIqgU0y0TAJhxpKSu6wjl4fhgj8dhqeJrJQ/rFuSYCxBzyRUAIAUQA2FDhbHGmMjjMEjj2LPdsueZuqkZOlMqKvJxEE6nU99zLc89OBn84b/5t/uHz5stv92wPUOVbNpoe4iActWt+rX+8bDbqlTKYB4MbG8pR+3vfP/T67cPgyCxEKm5ZremLdXNRq3EiqjV9Bo1X9MUVEKnBQExNaqC1n/xwcML517cWF0djnoFZzu96L0bx0cnszBKHEejlJS9Wr3qhcEMI8OyzHpFr/lkfaW1mC+u37gxGM6p1cJmY7GYuC42taTZFC+/3LR1jWXK9XXdxEBICES/P48XxvFRfDo+aZa186s1ohWNdoMD/aPrj4NYAJ0u4vFyR3v1cqtsmXmqQaXU6NnjLJpwpBb90eDxruZgVDME0TNBJLIkUlkWxIvo8aOjo362dzhCVLz99ttXr17lnO8820mybKnbMQ1y8+aHr7xy+eKFi7qmQwniOJqOx75XxghnRa4ZiOoAK4S4HJ0c8XyUB8cPbz0pV7uLIssVbLSWXbd0/+nT7//VX82iVCmoaxqhEGFhurqhE6rDQmQl10aC6xQur3anYRRk2aw/t1LaIBWDuAxwgAqKpFOi1Y6tUFEpOyubJc0ho4FYb21urm4FkXHQ455TTbKAWE4uhGs7eZJqmlYUhWvbgnMJFZPCsa0ojqmm5ZwBBIRUlmGyNC+yWNMQIXQyCpAEFswcsEC8INRHujeL0gdPdzmCZ8+tmyaRIplPTzQEsigpoqS91ESadjKch1EulMqLWDeQQYShc8ehhZRxHmVpbmIvDMIwm+oW1E3l25ZFDSQEUJlXtlJZvvcw+eijI4T0erMU5zmHZhKDPJN5MYf65Pwl++pL3TQs0gVIg9ywoF+ilZKrhFIy062iXrcwtKMF9hyr7ELIlGnWn+7MR7PEcKxJOKcE8kI5drldW66V2wgCwRnVsG5rBCBTc3TDogRzkAVpNpouFABL7bqrYSUUg3ZvxnujIJyMahaql3zN0CFSiuAkLQoGAIVBMo3DGSiYY3qVUtXQqVcpEZ32h9On28/rjdrZbmPv+sfjnaf1eik3IDf1RqtrO+VZmOWs0M1MARQuqE7LftlRihfhHCtOKeVSpmmKCNV0M2fF8WD6waefaYYmFZ/Fycc37i+CsF63Pv/K5nIdba1XMh5IlLXaDclkFuX1kkeQTFIWxNos8//mg729w+jk6FSmYadkfP6VjVKZEIxZVqRx2O3Umg1PiJSiwiLKdi2v3r5x/Qgof2Wlq3AGLLTbDx8/SwaDqWSZY+PBYGQ79e7y2miymC4ywRUEUqewVvEQZMPT4/Gwf+XKS1/5+jdOBwcY8enkaDbbW9/wbdM+2DnuLlWXOnVDY5qWMI4Neu4nP3m8u79XbxitRgUjblua5znzKFokqebhnAecp+c3GmXDKAoAlVJPfvrO4cFju9uuGP4v/u0PHx0e9w39JGAK6YAaiELJFjwLo6Dw/DUAyGxy7Dn6N371G+1O95OPr5/0eo1G7atfubay1PBck+j6dB7v7u4fHx34tnnp4iVNMw6PThQq1jZaq53uYjj5d9/+k/Hpo1deWzk+Te89OdEIsTRTZsIgRgbhnd3taVaEIVOCAZgjKryyU6mUqUFzzpGAIi14ltmeN014mGWEsQbGHdNvVrthlmLKHRvUmobhg1kwqZWtixe7Wa6eHwcbaysvXX6hyP1+j9Tc5jyZzDiZRUW3097f3Sm5zmI+6bQaeRwBRIIwLFUqe4eHbslnSpm2NZxOCNYQA5IxBQEiWhKmIInI4vhcA26t16HljAIxXPDBNIuLwrJ0XYeGjguRcc5PDvdbZe/zr71cKpcty0SKSQWTQiVcWAYyNA4AmMyTw5Ph814f82K5uzZcxHfvP8QEA6EqviHywNTY5taG5S/fezI7PRXVcsW2YVLwySzaP9hDSGgm1qzC8biuc6S4bZBSya61Gzq1hydBkSdFnrmOw2WaJXG727RMbCiEC3l2q04MKSACUJtMiv3DcbO22mmfJ6CUJEgqKQSjBmaCG9QquzXb8aip5zLfPer92Q9//vDJ05cvn//Va6+cX2kqBfdPwxuP937xyw/Pn9v66tvXKEb9kyHVXcv2Toanw/nRIjmeDp/6mK13z651zxNoaLoDMNp73rv3cEezjS++/rliMNi/eZ0VkdGu9JJ4lGaGaaeTOULZm9fOOLY1GQjLaGnEJMChQBZ5OA+j08m8P5zEUa6EWsyC08l0kMyZSvMsEQpnDCAEPQetLrt1R22ttdOsiLJ0da05GvQ7da/TLtUr1XJ57ZPr+7ceD4/GcDTMFqNRSROX1hsvXDiHDdOyrCItkjgs+Xa96sTRhKULg0C/IhodPwmsO7cHGWfILAqcVjpL9fpW/+B0MZ5jjKIC3d8djVLEEIFKaAQrSKWCgqUQJCYpNFRcPLNW8Su93t5geDqfRRgDxyGViiuLeK3rNDwvWoSNJq02nHbn4k/ffba9+5whJQilkLA4MDV55YWtNF84Pup0l7afHE8nwxfOd5dXWlAp9dHP3t1+9igJo3S84GHxnXd+NsUasWuIIEghxroUSogUSOlYjSxN5tGJxrOzm5uV2tL9Bw+C6QCC7Dd/6zf/zrd+EwIuWPj4wbPTQf/FF86tLXelkrqusVSF4bTdqTVqzf3tvXf+/C/TdJSJ2SRR/UEaRclsMcqSQEd4eWmtvdQK4ngahMPTPmOpWzLdimNpphQwLtg8V3EBOM+FZIpLQ6oVx7528VyrVsl0cjLJXMdPkyGhaZIlRVEsr5ONrebwNI/TdG29funCliGrve3MhAZxzFNmPj2clMrVyWhCFZH5EKlZzavomjeJ5gVQSQEY0E9G0yAOZlHCC2FoyLdtIQCHJInmRj4+44gLHW/rXNes+VHE8oIkGcwZUEhTAJu2Caicp+FnD29purq8udFy7Eq5BCnSiJMnOIojJlMAWbvT8co1DrAQAAgJAS04HZzOB4OxkEW7UwGwAABq1JNKC5IsCNNFuJBK+qVyzsRkMh6O+0SXhQzzPNWpPTw9RnT64oXlreXu0tIql+bRyfD09PkiDIiuTWen9bpVLmlQipJjrnZreTrTMFjqLA0n4TQRBnA79TOOsSyEwzg0bSucTU6PRvVKp1xyicE55oyi/ih5vB1+dOPBzsGjVs386hdeP7O0OhpO5jz/7l++Y5mlf/pPfsci3v7+kMOC6tr+3s6nN3+8seF0W4ZtpCsrZQzIYsg01ayUOsM4fD5ku3uHSEnHdJdadUXk3ac7tx48OTg5xghXdBfI6M0vnVvfqvieXrJK9z866T2DizQYx4M4l5BYBUesyKlGsdIWYZiCJGMJUpAAjatCqaxcLZsOYenUNxzbrScpsx2qa1nZ469dXbt08eLRofzun77/cGdMrToBABXBV9966aXzZ4DQ06JAONWwTkyJKJYZUXkOeK6k8suw2ZFUp/cfDyOmPT8+1GjGJXm2F05mscyKM8trv/Vbv91fJJ88evD06HAackRcoDQhuFQJUJHgIYSKAiGKVIIcYsm5FAXEkHiepatirWU1fEcnhGhBtW5219YA8T/69NHNW89yDst+q9+fUL1YW23kUeJ71tbW+v7BnkGy119bXlupQ6XUz/7ml8PTyU//+sd7zx6vrC6/f/OeoLbruhRRQnSiQakQZzDPJZcqU1kiQ40VmOVZkUEIeZ4hWFRqlUuX324269PBfhLH//7f/w3bNJGAf/3uzzbPbNRrdds3CpHfuXVrMZqcHJ4IhYVUQTTTCUaCuQ60DTKfRvX6OjGc45OeZVCKilqz8vLrLwOCsoAdPDt5/9PbO+MJdC3HoBQU7bL72ouXmr6/0qieO39GL3tRSp9t7927936cDKvVmlCKqdGVy3Vb1zRTFdm8Wa6Twh7txiBWtleP7M4HN/d7pzPDMpMo5dm4YrOq61q64ZVdaDunU344iO7cf1LkSXd5pd3uHI9PRqd9k+iI2FE4bTnyhba1Xi9tdFu1ihuyDHkWME0hcVnzSKYmw2lWcFiy96fDg9Pjl86fX/IrLE+BZRLdB8pRUnCR/S2qaZruEEg5k1GWx0WeiyIrsijOwjDlmeQcjmbT4XTElczSdDabLRZzREnZLxnUkIJXKs5v/4e/cfHSys6znb9598Pn/WOoxcs17cJS7cyZc6bdeLZ7BLCSEmSFNH396c4B5ykvspLjNiquoQnLKJaXSxko5hmLhzPXtEtuU0nH0Eq2bWhIA4Vt6hWs8TDtx2zkVj0FXQyWFGh8ev/p3/zyPdtyanZZCeVUvP39w9lo8jv/0T+oVZYPjk7D4jTni97R0VHvs0sv1DQosFK1lkGJrJerPC5N+nD/eCxwDWOtUq5waYzmU2yq67dv3rp1l3NR8rRXrmzu7O64Ff3v/PrnG0379Gixe3+hq9anN+6fTOYCEKxbOc+ESN2SaxI7mARcZqxIKdI0pHEZS5A7ftlwKMWMJYWQVAIlZdRZMl65evb1z52nxPjjP/70+s0eV6YESAPs3Ebr733tiyWDJDlPYaZEaCjTMIEihAsTKAWU5AwJLjXKJczuPHlAbCfP5eGzAy61ScgYAEQkl5ba//F/8A+JU1rkeX882D4ebu+dDEbTgklMsAI8K+I4WXAWGwRQKgXkkksCiGKKQOTb2rmtqm2hpUZr0N8zNV5rlUqVEjX02Rz99KdPTkdhlAispSXfKDnO+fNrSqVxNOs0yu16xTINqJS6/8nN0XD+7T//853nO3G8GEymuln3bU8DFsIORECqHCjIcw5RErNgHMxMGbd96piOprkyz5fajXuPn/SHSbPrrixbfqnyuc99QderOqz+wb/6o82LZ1/53OfjfPHJp7+8d+eT1SW/7LmLADDhZGFSMXG3bnRK4vVXLk7n6XwBCmS++9H14WT+6ueurp3bmKXh8+OTyWk0nxYnw8UsnOsWck16plu79sZrnPPtnZ2MybMXX6S6fnQ43N6+HwYHa6vVrfWN6XhCCe+0Scm3S76WJdNuvWMiMzydowxSzeeVzl/+7OHB8UJgkbMcSV4yaLNslUzcbtRpqfb0OLz98PlwOrc0urmyWm3W7x/tKSkcSJJ5nidxw8NffOnMcqduZbkti9hgsKXHlM1mkVaYb155WeM0GQe92fzZ6HSSFZsb51aby5AJiVDOlRAIEsKFOD7pn5yMJpOAC5UxPp0t4jwpRFHkKROCS8AFgBLOk2yRZQhjJYSSEkNICVFCKcGlSFaWqr/3P/2zL3/x8o0b17/9vXfu7ezqZcPE0ZItL128UC4tzWY5otpsHmNk5oI/2H7CJRMsW12uuSbybL1IFwhJu+IyjGCRuYZOAKXEqVZqjg2wyDAzm63NXCa7hw+BHtfank1tBzdMawuYG71JyCBOgnQwmJ6MJndu3mNR+Mqrr3zuc2/vH/dP58/u3PkwCOaaHmxslChEkKNKjUoQLXcdz2qy2Fecmk7ZMCoKVqLMvnHn8U/f+8k8nBRFxpPUd+CXv3KJEnrw/OTS5eXlbml0EsRzXGT440+f9k7DQkKFYSESzQCWofMcFhkHECCsKNIJ0LlIiY6Ibmq6Wl2qmIg8f37ERUE12W7bX//KtbJv3r7z+PqNnpB2HLMkTm1Du/bma5fPb0KRC6BSFWGW6NIFSBYAxAWOk4BqEGM7mrOigIWM++Mdv+J0OqsfvHcXU69QapEsNBW+sNz41te+LgCx3IqAcqHyKC36J5O7D3aOjidSoSgP03zBeEoRJAQxmSMlKAQ6VO2Gv7ZcLVUwF2x6msSzqNuprm3WOZ+VyoZXXv/hj7YfbR8opTMZ2zqhELXbdGPdXVurU2Lcfzje2RlApdR0/+Cj92/85XsfH056h3sPi6RQoOyWmpZtCUS4wEpktp5sNNFKnVCkHx0Om05y+dzqaY8f7c8Ai5dbTQbt3ahP/PjcRkOjXqPVaVWXVFH+5NODcSLMavmwv7+3ew/I0eVLpZde2iqk9eGN3vUPn0MGap46t6Z9/e3L68sbSaTmC3l3e+/uswMB9GnGtnunHGqG5kCk5UWex3PXwLqBdSLrtXIQ5FEqOTSZgjxL8yyybKXrmUYFxVQKUatUTB2aOq1XfMXSmuMTqNLFwtHtJC5SAPd7yek4DfLQ9vTu0lIR5z5FdY80yiXDKzVWL95+sDMYjytlZ21piWrGJAnKpqnn+eBkPAuCVtt969qrS91uMpsP9vdn8dRvO4ajAYnzgqyunL1/5+Gju59Vms1pyp/s9FqNbsUuu7pzdmOjVHaidMakYkz1BqPHT58+fPgU65rpOJgatmXbmmZRXTcpMXSO0WA2/uSzJ0f9SCPUMDSgJGcMQUQxEbxQqPBd/ZtffutrX3p5Mul9dv/Bux/fiBAHKnZgcv7M+pkzl/d2e8PpNE1F1V8eDEfjycRytVIZVSvAs8HK0tJsECYh98rVTMUlj2CQU2QAZeia7lmaTIbNktXtrI0XyW7vCBj58nrVxrhsVFjqBHGdKUthaGpEs8p3n5z8ybd/AJSotWpb517QLGf3+cPbdz7BEGi0sCzg6EbFKV+7tgJBEIVjXbPDiK2sVkuVchILt7R+MjDuP56+/8mtg+fPdUqgTLDKq1X6ja99EQpZK2uNsg5loUENSufxfvLOuzeijGdSzBZzz7Ma1Vo4z2azmBqWXytlOUOQ2g41LaxpupKRpVEiCc+T7lJTqWJ37wlGGGNAIKFKb1TbumZICTDRvVJFKCERRxBJFbmOnqckytNUFCynebh47crFpXpzsYggIbpBCpboOjVMezyO0wzsPT/Z3t9TIjy/3HrrtVeEkpqh5TKJWWbarmXVBsP0eW/ybGfnwZO7uYiyPDFNxzTMNMsE5xgI14Bry/7WZnVl2YeQbj8a9Q5iBKVhFdWqvrJWL9Xr4xncfnI0nfL+Sc/SdCRVp0FXl40L56qm03jvk8nNu4dQKRUc7fzonZ/8q+/9cJrNKybjcTqYQ4br1HIAEUpAwJJaKTrfQefajsjxZBSdXTdXV9tHz+WNTw6oFBXfWu6uKh9NoqNOtel7jeqSZdvM0jqLsP1o9ySVgW4RxaPFdMfWF2trdWT5+yfZL98/kJwAWSx3jI0Vc6m+5NDafJhEWbp9cGw67UEgfnZrO+SEagbCKCvCOBhrWGmUhNEizwtCzFZjRQEzjDIFFeNz2+RYJUBmnDHXMap+rWCZX7Ya5ZYsOBQFkkBySDQznM+JytbXNwzLH46GrU7lyksXowXjBdcoIVA/HvQ10z8dzWeLOdbgbBYEYXzphQtXz6zjJCiYiFni+mRlc6VWqwMB8iTTAaRK6Bqhpq2oPcvV//wv/7dn+49b3W61vJQnAHGIhLI0vVmvbJ1frbcraZZzBqSAeV5MZzOCYSEk0A0AMYWqSJMwiHIOo5QfjcaPnvUms8LQNdu2XM8Jw6AoMs7ynDHddnWqe1ittKzNjXp/fPLpnTuhSrI8VUW+tNywncrpyVBBgZDmmc08S8NwYRjY93CjYfo21hAAXBFoeJ4Dcdpq+ZIXBdOHo3w4GluaOr/uXNhoFhkezVhYcElZd9W3ELSxC4Q7nRgffvzorTff2FypOn71lzf3//V33pGgECBjAFDqjReT+XxsaAaCstm0mmU3j2Zf+XLzzHLjYOdkGqSLnNW6nuUZmIUrK8uzwNx7Xvzig8ePHg8JsTDlBAmDqqsvrr1wvlUygSbzpZbdaVQFs2aZ95c/vr6IlcLWnfuPizy/dOmFilsdDUaI8ma3wqToD06WuiXHAxXf1TXp2tWjw/lkNDqzsXXh/KUH97dv3LjTO+mbVLMAWV3qNGuVVqsJiDlaROM4jhXTiTTIYmtraTrJsA4RIcPefLlWf/3KVapQWhQSAV2n7PTDZQAAIABJREFUBGoiU1JJRBAHaDRLnz4/3j3chXlyYWvVrrhEQ1EyyXnQai7PpxChMiTo0ZPbg9GRbup37z1gQiFCkkQooUsOdSrrDc012VLbvnB263A/uPXZsaaDSk1v1SuGLnWbBCnt9Ra7O0OEs421usiiyxfaF8+1ljoGptXv/uDpzz/chkqp6f6Dd3/+3r/4w39TiPCti5VG2XzaK+7tc8NslH3N0TJUzEU+wyxebdYpxTomnYZLXHo0Yc+eRumMQRaf2SiXGn61Ql+8cPb/4wi+gixLD8Mw/+n8J6ebuu+9nXvyzsxisYsNAAkCNEXSKgUHyUkl2RL9IMqWbFdZb35yWVUOZct22SqzyqaKtMxikg2CoEGAyMAuFptnJ+xMT+jcfbtvOjn80Sh/n2UHhcqIITh3JFx5/PyZkMVoNKySxfL8cNg1t3fHs7Ka5MlsxrqdjWxZUoNFETKQhaGf5YVglSyFkI7R3fj4cPnJk7O2hQgZLW/LelEWSyiBY5uaC6Sg4zh10wJgaI2DwByu+k05w7r1bLq1PlgfbzQVPz07A8Lsxp2VgbeYJ1mhvLhTVqmsqy9/+dXIC6Zn592e7Ud20xqTWTPPSmrZRb4s0lJKjA2KLfvTz56/894HCItf/6XX//KX31oddKSoDcI9x3FsFyEKIaYEA6GUhhKjvGEVF3/4J3/yyaP7SVpc27h5c+vGs0d7TZV7gen7pu17W1euMibTpFRK53khofzim69NppPj81latBrhaZIlSQ410hogpNsGVjWkpslFa7s2JKBuS9Y2CikBaVMKyoUFeTeypWbPDvYLlkkImBDY1EBDjIDnGxgZntvHRNTl1HZQHDobayuGllWeAakxNHY31zTPDUPH3f7BYfngyYWGcrQK79yKWcPTBCZ5ZdhGv+9HPgwsjwAvDNdOL9mnD05vXLs27uKNjdFlpr7zo59mxTlEhQRwPmcXs6JmjWyRbZMvf/lGL/beefu9l67CL9650RZt1oJJZZznOfHhKmlurvWZQiUzHuwt3vtg+fRFWrQtMSTF2rPI+si9sRuvdpxOZIeRY1kmwk7LjJa5Avhnk6SqyvF4JXQ8xUsmlr0VHxr43Q/utSIfj706zU2q1tfXseEqLnv+imsP25ous/bTx48eP34QOPil65sexbEX1ZxcJvwkKed1TYgI7Wx3vYOY3tkeGtR8vnfW8fyttS3eoLxSHCBKTRtTrIDkikHAgMxFfbqcLbOp5gUBar7IqEH80HQ7dbc7qrNAMBdhcXTycLE4v3rlpYODaV4255ezo+PldMEAcFwbWzanpB4OOv1ePJ1mT55M1tf8f/Pf+KWN4Uq1vKhl+80f7D19Nsnz5qXbK3/zb74m24SCimo96LlutPW//+7H3/nBE6i1nh/s/eDHP/yt3/kd2Kav7Xq3b68z3E1k3/VWe67R5gdFcfri2cnsLHHssAWyP+ggwRrNKoAu5m2+bFYCfxjjNJ2Ox96X3rrNJdg/uUTQK/O25uJkMv/s+YVt0us7PRMUN3ejN9640cIqb9Pjo+L8GEtuXr+x6Qem1gaEzvnswjJ1xwoWCZfEPU/aFyeLecIhsouynhXzmpUE4GEvtglSTc2aghDoOH5T8a3NtZ2tzdlsMr089zzr1VfuAgCPT07Oz6bprPbc0I+ctCg1IN3IDQKXceIFlmsSzZhBtUAiK1VZIUSQbWNKgJYQCKQhQobJpXH/4aP942evfu7qr33lzfVxFwCptQACMQ6bRmoIAERCyaplddsslykXYplmh6eH6TKP/f7aYP2jdz/M0rnv4k7sU9t1u4NlsiyzhhK/lRwgvrLWFZJnad20mmP7IqmgQSnWbZk4RBJN6xpTFwGEMbFtx5aAC67SMr/MZkVawrbxqGFCy/Vo0aYvjo6zWgIDKFkRg9oWtUxumoZtrbSy5PJ8pW+HLrVtAyNgITeZ1b1+f3d38/zkSLD8yu6w11/73o8+zvN0ezPudry60mnWNrLq9/zYw76Ftta2DMPEVvzhJ5dvv/PItODaMLh2bW13d52Lsq4vLUtjbM3n7XxRAYKapsaIbW13wyh88uQYqfnLOxug1XlFZhU+KhaTPFHz7MZqJ+7Ek4u56VqeP/zo4/MPPjywHMpa1rbStvD6Wri9uYox0IjZllwdBuO1Taji6QW7vEw6HbvXtdsmjaLw8OhstrjoD/uLrNFIR5H50Xv3lKivX1uPIz/0Sex1EOiXlZPmKi+Ssk5cTzgW8CkOLa9ucN4ap4vqs8PTJEsDS4x6dmwbK92ugd22EU2Vr6+vxZ3hMhecEyCwCSGFIK/Y+ayYZNNELSfLyWDsDHu+S+333vkICDBcjdyIYeIt58C0ut2ufz55fnR4GPld1+30V1aXifz0/v6H9/ayWgShbxGAgSAG1VA1rMmy6ubV8efubEDdbK95uzfW9w7STz99zFoVd6yVVeQ6yHdoUxTdiAxWdh89Vt/6zgOotb588fH5+dNnT/d0mvVtGPUjDvykttNcpNP5+dGLZT2dpEWdthQbk2IpsfBd1Ilt3yfUQr04Hvf7JkdtJRHSgWedXcxfHFwaNDBMyrgCpv/Ox4+BYF96ayNyqjs34vVVv64T26dSGaz1i0w7TgdjV0rL9nstY/Ggb/kdLhCrm6Yo8mWaly1ECCNdK7nIC6CUb9tIK8EYUtIgGCBSKO24QRiEbdNkaVrlxWDQL/LyaHKiAAycyCBWUTXAIKFrm4BDABi0WiF5U2jeCMEQwf2VVa2glBJCrZUWQmsFIMIQIqSxVIprYVDoWjIOrTAOLdvPMn5weLmYJwRDrkTVsqwqF0mS5FmWF4Ixk2IldZa1lDh1USPBVjvBSse1bBqt9quaLS7LbndlZRhYpqjrFkMLEePR3gvqh+OtLaEFhko2lY0ARa7UFFsVJAbEwdnZ4vj0vGYyyc48t3Qt5Fl4d2utyeve0BNYffDx5dvvnC3KQoGCCQUBMozGwLrjj7SWJT/tdq2tUR9beF4ksDGLuTRcx4+dJMlYVfc76q23rjOpjp4XEOnFIvVs17RNBYGSouvDN17b8RzkxcT1h9/+s5OPP3k6GNmGCYCuN9bC0DMdCwOAW6alRC2rlSq3dodtU0iph8ORkIJgJpsmvWTJEkgEzcCcTIvjg0vetAYxlGzG6+TW7RXe6rYiYTja32+KWhd1fXB8qjQMAy+wDSDK3etrlmedHi1mF8VKL+73TQQa10aD4fqz/XT/4Ii61uUspaaVJVmWphtbnTDE41HU62ATUwAGLw7E3tMzqDjWYrQW2ib2qOHZ9mQ6RSbtrq0dTy4mZ8dxQNfGMRDqYG9eF3BrfS3yjNVh13GDZcY4I/OzlEKD85YpkTUs4fXZ4nKZVthUApRB4HqWpaSiCLIiNYnpRsE8aRCWg4EPNUoXedgd5m2TLlukDCbBh/c/pbbtueH0fN7WzcpKB2HgO47gfLmYGRTcuLkyHHXzUu4/P0LQ0Aq0bW67cG0jthzV7UmLWp45SpMWaq0/e/+7iudHR0fP7z0QTbu6fZPa3Z/8+N2ziwlUBAgxKaY50KziULBW5r6HXNcIfXtt4I37fi+K2wYtEyUkVRrOFoujkzPGUNwZIoNkeRF3+1xKinWvwzxr+forG5rVJ0f7t+9eGa8NAOBto7nwOIvzXGxtX7G9DiSuBEBjQilqq6RKEwObSGsLKc7YdDFXQgKILdu3vVABCAFqFPz4yYtpkkmpoYahH1RlpRT8/KuvL9PZi/1nrmGHbqiUNF2rLApW1RohQYwkL48PD9u6Ek09Xu299vLdXhw2rThfJFoBKZXWGmEMAdAaQmgAYiggCWS2DQeDvmE4Z2eLz/YOz8/PEQJZyzKmWgla3gresqau87TOq1Zo6gZSAcE5ECwgYGfYW+35vV734rI5ODwbjsNf/Vdfr4u5Z3i+FWuEP3n0+MGTz77yl74yHq/URUmExgppDTiSkAihsNDG/uHFR/cel4y5wfIXXlc3t3zf8QedUKnKcLmEzt6T7v/xz5/ce3ZmByAvG94YQJYQpKudsBN51OJXrq3HUbB3cPbwxZluDNliATWgXAlOoEvN9OVXgpdfubZ3n+89ueC6XNvo9nq9y2l178O9taHzlV+8QpBqFF8bX/nxt58cHByv7XQhFq5FQ9fWQtimUzQiyQvLwlFApFjeemnDMkmZ157jdrvOYDU+P0ve/9nhyfEsiKz1YX9zNKA+fnZwyRodBE4UmbPFfllPb926QnDn3idLgMLJIn12MFEQB7a/ORiyskyLWdDzWCNc27qyM0qTM4zlcNBvBTyZVsfni5bjk9O0zlvRVKGPrt7o2w6yXLGzGYxWVpKEvPvBcRD4o0G4vJh041hJ+uzJJM8rQFo3RuPNMRN8OTuNA2N9a0Cwffi8OD9OQscd97q92IcQWHaQJs3FaUKJrxTQVuMPDG063/vBvePTFFFDIcVYHYZeyyveNrHhGFDefm3rYpprxXd31jTjeVp2+qOPP3uSXM7vXL+2uTl87977gNLB6oYUsCmKXuyItuiGYVWJx09PEHXzupxnSd20TV1b1MRIYayjwFkb95QuFCx4y9bHA9sBUGv9h7/923/x3W+fzxeT4zNqoH/t3/5b/cHaO9/7wYeffigYf+WlGweTgxljba0oU4FtuIR4Qdi2JRLZyzdGYWQXypos8WyWyLa1LCcvKoOYCJsCwDTPCSEQKVZVcUhW+njct0RbSJ7sbK+8+sotjCuDCq7gfKEs2xuvblrmKlKhaoXEeJounr54bFt2GA/amkeOeXHyYrGYRHHHj7rd3qof9YhpQ4CrWpxOkvPp8vD45PjkNE3zRVYu02Jre6c/6PiuaQHaizqmgSiFQgMpodQAGFooWTOlACEAugbxKPZsoz8cV0yeHh8rJQkhSimggf45RAQ2lJJQt6YBTNukhp1m9cHJpWLS97xnx5OztKoUUkpKVmPd8LK+vFiONq/cfu21s+nlyekRVnx2fCDyYm21s7W1eXQwn00nYaj/6l/51ZPDYwzAF177AmcwLat333+vbcuv/tIXQ9+BotaiBRgWQleFqEuhYRL20ZMXB4cnk6vX+r6TDnuOSy3bAKNRqMDl2vra7LL/z/+vvZ89mVsugZKaIOJVjsm0P0Zra/5G17h7q2N6+KPPFn/6rbODZ6IslKJIkYpCZps2RMteH371l185P4OPH11AahiGKThIk7op2tsvDa9ecRrWtpoGfufyMH/3nXcV4pZFRytjx/E4Y1Lrqm2JgSBoQ5/0O2Y3NjfX+5hw0XKCyKDrs9a4/+hMQCmBnk+Wng2/8Ma16WVum3EUx5fT2eOnj01HbW2NP7l3+vRFbZpeK0om2sFKlxKL1ToKIql4p+O1dVNXteu6VZ7UTdnvRn7cm5Xis71jqUieCV4LlxIDVcOhFUU4DOXd26P1tcHkvD6Z5N2OETiGCYBDLdb43/7Ok0ePz6KBF8QwimzWcCY4QGK0Fq2tDi9P84tJ4nluFPa7QbdYXI5W+1XNz88WGPhMAOzpxkieHJ4/e5YiE1LHaFlrAFNytr4e2BbCwqmKcuemD4Ar2na8umoCk1fVfDprWEUR2lwbRp34Z598PE2S7Y1tCEDZFpYDO74R2O5kkh2clQ3wn58szxcTy+FRbLoOwZA71MDAgJzmy4JQOVwPN7Zc2xZQa/3df/lH3/n+dy4LtkyL1159+erVXdmIMq/++Bvf/OC9D3/1C284jv08mS/SbOBY17fHXuQijJu6bbPEodKySFGjRYVaBZho9c8pgBGBEEkNDGpYFqmKNJnnQehbplJtCmWz0kMrPWN7s+84amVsQsySrLStwDH7hKz1+rcdp4+xdX5+cfL4IRD8aJoeTybD8crqsBt4Vui4ru2apq0AElJoCbRESFOpUcl5xfg8TSaL9Nnh0fMXL9qm6Pd6nhNvr28Pu7GWpdRCAUsAoFWlgQTYVMiqG7aYzdu2SZaLOAxfvXu3KLKmqQ3DQBBqpYQWGiKBMEAAAWFgDQDQAFLblwonl8smK5mmF3k1WaZSaskb3mSsactaep3urTt3GsE1lHWRv9h7dnl6ykTjd4O2KJtsGTn09c9/KUvby/l0ddxteLmYJXUptdDb6+sbawMCa94urt+6sT9ZfPbgoW+Dz73i/8JXt4XC3/jGh4eny6AfR3GoRVWn2ZW18WgVX73WwZCczjq/942jZ3vnQCiK6NbaStTRHM94m24G6hdec8NBXUP74Gz0p18/fO+Dw0oTJqEJlWXy3Z0exhDAGhOP0s6L/VlVatOy2qZ0KHr99Y0oblsOLlJRNdpC7uPPnmVJQQ3q+xGXvOG16RDLIjYlGCnPpZ5FEGCuC7Z3Y9+zKPF8AgHTl4u0tzZ+fJC8/fbDpmx+8c0b/U5gmsHT50cvDs8hpgCqomhnSyW0i4lEOo0D0u9HXMGjswWmrucY3cCu8kYI2NSSM21Sw3GR5RoSocn0shWqbXWRNhQSx8IrfW+lRwO7uXm1s7ISMA7Kso5il0LZ5kXg2FB1Tybm46eLsq0grkyzGo263dHq44N9QymfuG0KpMBJnTmdDjFc2AjHIEwyDQzAUVWLtK3ndZKUqdRibWucltnJyVm/u9oWMgo8BBqkkGHI1XVj0FufHE1Y0TjYHvf7ZZ4EMfbcgGt6kTSLkl/M5y410tm0Zq1Gcm0Yh75b1jyr4axgx9OZRjrwTYMo28ah71gELWaLTtiVrXQCPVyjo56x2vGg1vrP/89/ce/eB4+OzlsON7bGnDWg5dd2d9+998lPvveDz4/GX3z99Uuo503jYDibXczS5PXX3wj9iDO5SJa+722vb0zPLxAhyDQwQT+nFfg5LaUCKuhEYae/9+To7Hwyn52fH78wkezGZGPNu3NzI0uWVbPc3O27gdXprSHYQzqiho8gCIMua9Xx3l5Tc8MOtGkpoKPAJqqlxNQKSKmBggoooBECCEAINGqlKOtGQm17nmHSuq7ny8UiL+8/3H/44NkvvPn6zd2x5FXLNdOKsxYhCBESSs+W6fnlVCJc123XdUZx5Hleb9BbLheMNQgBCIECgAMIMTYN4Ls/51V1XTNmUEcyLqrGtF1iO/vHx3t7TwHCg0FfCHExnc1mi5V+3/PcOO4IBZ88O1gky7TKWtkSJNoqoVq89fprrG0vLy4odfZPlvNlCZUytO6HTi9yX7q5/sor1xd58tn+Y8+rrl/xt9cJtZq8Io8egZ++fyKRKZRpYLG55ty8OhwPbATm3a7QKPqLH/I/+7OT6ZJxXNu2EYe2lnlgGz0fra3ozQ1ja2eVKbJ/NL9cgk+fFu/89EwygFF5/fo6RvYynWOKHD8+Py3bAijZaNVQjEeD4OrVccnk+48+Y0pZyOcNZ3WLEMQGEYBrIoMoNAEIHZtgxXltWyaEwLSI5cHd68P+IKjOymZWNy2/TNX+ZZWXpWeB3Y0hIbqs2TJp81o0nC+SrG4lotSyTKiEqivXMn3fUxAsi0ZobBHkUMh5G8eR4AAjq2ka00IAcCkY46xirBFYcgQkMk3qe4ZHVezq7XW337GjKOS6plR1A9tC0PdNwe3ZjCaFyYQo6rnQ590Vsnll8/Iiq5cc1KhJwHxW11C0GpYMKGUQTBvWsKaMfYdgnJZVC0hR86JohZRFXSCkLUKbuqWwXhvFK4O+41MhGG+kBXnXt4mUvmFJCbANLMc5v8j3J+WsARfLWgrNWVOVGaEoCj3G2lYIy3NNl7QihUC72IkD3yBG0zRC1kCzze1xWeV1uRwOrDfujm/tjKHW+p/+l/9ENEuIoVJAKSA0QJwNHAdh1JbZionG4zEaDFJoZQV7/mz/YnJ+7cpuXlbTrFw0rLvS+cXXX57uv0gWCaaOgTFQAEAAtAoiv9PrjDa2XK/z27/9uz985yfEwKotQwv5Dnnpxs7VKzvT88zxnJ1r66P1PrXCIlNFmnUCz6YIm07NZV3kUmvHCS1kAiGqOq1ZwYXkUgqptIYIUwgNACCCGmoJIGJCSikoxpZhIIwMkx6cz/67//l3j86Wr75861d+8ZVhLyjKNi0aADCA2rKpVkz8HACN1JPpXLe8zTLbsjc31y2Tct5KJQyDIMNgAGsEKYIEAIKwhlAjBDAGWloQGQYGUEuolllxenmJMbqys2Pb9vHRUZOXL56fMGGMt3aQgUyTmtROsvTw+FkUU9cB/VUtxXnHsiw6+ODTpGKmZxMHt73QcAwcBa5lOT/80fsMzW/cpeMR7XjUpLySDOLVZQY+fP9y7zOmlNzatHauhIFvEM0MxPtjGzvr/+y39r71vSNBYStbz8Q9H4U2ZboJI3z32rpDSJ5eru8665tb77yf/cmfPJkvMqErwwCUutQ1W8artkWYQgmhqLXmluFa2Fwbrc2T/Gh2hkyDKFOxBqgaIKmg0AQBgh3bsQFa6XSKPFskc2Joy7F7vUHDakyhQSmoCRWKy3aaMIkty1YWllEQtm3TtAwbQc00IDDJ8kWSIKpMA2uuWS0AIBAQDCFAQGoQuL5jUSELDZlpUt+Pl4uUYOJ5pmcZkrdZ1bYCL+YF55qayPUMotvIpbeurfc7vhCtYerVQWQhAGUT9wwFoZThYgkfPX7eiLw3QnGfjAbDYsEd03WNcP/JdDqvl3kigZm3kENUcT1dLJoyGXfdtZVet98ttXx2MH++P+OsJkhGfuAQt0pnV3bwm2/uRuHa0cni5GjCqvba9sAxFWRt14mml9myKEyTWI7bQGfvKPns4OJyWQGsezEcDQODWhWDy6xO0sZyqFRLiuQgiALfY5y1rNVAu56rNGyqth+Yq11jpYfeevMu1Fr/o7//Hy3Pnr5198pG3DGhZVKTGLxr0sgLJQIKoVzheYsShqZJ07YM6BpClRZ5xmQNjTRbfunVl29sr9/75BMpgRTcgGBl0BtvjHqDFT/2TWI//PjJ//Jb/+xoOrl2/da1zXVDFYEFr+7uGG7s98bdbhcjnaXJ6empSc1ksbhx5UrkeU3TtpwbBFu2ZTkOQURJzZVkggvJlBJcctY2jGupsGJSc65Z1UKgDFMLhaXSSpVlbZrG8dn0v/rvf+cyY5vr8Vdfu/alV1+x3TjJm7bltagFYJ3Y8xwnWSRVwyouEDIQRAQgAiFCkBCICIQYYkIhtjQkFCFDKoyQYZstFE3bctYgJVxCTUqRadpRJy+To/0HW6PB9taVvCgfPtw7OMrmpXCicLXv2UDIqun2hot8wVly53O37z//cO/5d1+9Prh96zaHaw8fXgSUbKyQTlcCJAXXeSIePTw+mp3Vqoh7bsc3Yq+NIgNgo7va5+3wvfeW9++dcCEAZlzWcWCGER1th+Fg9PU/Of7JT05NN2xZnWcTBCvPdgwCOl3w5S9/zsbBR+8/GAxcyzaePM4ODyXjXEPGRIsMww3DvGrKqoRIQaAMACkhGuG6qiEmCCCplUEIkgBBxUWpNWu10oBiRKBsDSgQxoS4q6MhxE3DcoJNBICSQDILQI0NXVasaiRA0iCqG/pcyrJshFRcAIRMjTBjom5aCKWWTCulAIAAQYARgMQgEGOoNJTK8WytpYbKtu2yKBzb2dgYXLu2CnR7cnzZNOj4YJpnDTawZSOIue/b49U+ARJBMRx0xqvdOk0EZ51eqIDChJS13D8+Z7D2I7Ky0jMN5+R40o3sfjz6+P1DDb0nz/ecoFM0sm4qpknOmrbKOpRsDvpxL5xWs1Lh2ZxVWQK4Cp3YMhxWLe7e7XU7uC64iZyqqALX3V4fa9kki/na6urB4cUyY34UNhI2Eu8fT/aPzoBhjIfRm69s3bm5JqEwPW//cPnnf35vltQatAapu2FomX5RVEI23X5kWuTicjoeDa6sdzfGzmIxgYBArfV/8Lf+7vT5vX/8d//GTuwjqaTm2IVt1kLsXebFk6MzHA4SjrEZAEAUbwmWrRSH5xfLLIMYFslye238l3/9Vy8up4zxwSAeroTdbuD5nlQkyapknv/gOz985/23d65vxWFv2I0lK/zQf/nlV704ppYJNcjz7OL8bD6dbmyOoyAykQGkahkTQpj/P4gAhphQE0CiAZBaKCAQBFpLqYFSBEitWcMEu1hmadlOLi4D36cUHh+ddDudR48P/qf/7Q+SgkUeeuP67q/9whc3d8eW7zOF53l2enlETdALI9UqpQikDiYmNTDUGkMgOTMINh3LcEzbdSkyAcQGxpZCAEKB9Pns8vD5i6zKpea+6bimJyURCCtQr6/5L10f2hAWudjfT/LCqJEsVGKbKJ8ln/70PYc6tZAINlu718/Ki/t737+55d59+SoDq9/8+js9G/+Nv/p5P0wRYVFE48CCiHz0dPGjn86fvkgtyxytWDYFhg16KxSw+KN3F/sHpeUOTN88vzxDuLl2td9d9c6m5dO99uQkR0jXRVnXKXWwSQiU+aBn3b59K1nKk8OUEEQtjKFtkAAbKsvmLW8JtYnhTBfL2XKhFZNaEISoQSBEXHAmBIAAAYABhBpiAD3PlloushpCGwsFVIkJxya23Hh9Y4eLvK3TtqzjiN556UqaiKfPj4tGVhVuuNCgtiiM4jgvm7ysAQRQQ6AR50JroBWQUkupAYQIQwg0BAoADTFCGBOEFOOUmhABCIFBSdvUtm12OkHgU6X4crkkxETAbmstuJKaEYP5EaUGRkq6Fh3EHQPBPF1alHp+HMWxFMvugLz08nbRynv3zieT5uxsnqZJr2/fuXXr2dPJk6dHSZlJgBA0tVJcQYa0BK0FdNd1iWUIk2PTErUEivuWR5ELGMnS5aBn2KaeXswH8QAB3Y0CSrBgDWtr33OYNCdzVguYljytqqbNAeQ3bm5tbXYcKmxTjUbR+kbMhH70YPbgs4uD47mGgJq2TSxWFZ7T3rw9Xh11D49O61q3dTtcddZGvoER1Fr/7X/rbx9//M5//Y//w5Fvvjg4ZBRBkv+DAAAgAElEQVSXFHx671DjmLX60aO9te0dbRjANIABDSBdgg3H58SyqNHxSC/0PS+M454TOGHgBC6lFLa8eXF4RIhzeDb/6TvvHTx7cefO7isv35yezxzHpbZ5dpEi7ESxZxCltUwWC2qQMPCiwI/j2DSogTHCRANNDUqIASFEENqOjTDUWnHOOJcAAohwWbKj/VMN2O7O0OsOTs+WRVFiw4l6HcnS+eXk8Oj8a1//7sOnJwhbk5PjruW8cffG66/vrK5HXtCX0NYYYgCIUq7lGoZNLJeaDoaQtQ0XrC2Kpmk5kMikBjXyPEuLsipKwpUSOq0rofRqp09dC5hQMOFg2zW9RZpdTCejrfgLr+7GtqkaXRcYYU8SUYhJmp0d7J+cPjtXzLv3dJ+1i97KagHbo8l+RC0vdEpOnjx6Gpv67/w7b21vo8OjR74nd7b6vi3cwD257P3+Hz6fzPTO9UHbZLZJs2xxdMCePy8loJs7V7zQfXFwwFoW+CZAclG1XHpKUNaUVbaEiq+uxle2e64hXdP0wr4CFjF8LoDrOpZFMDGyLH1x8LxtudKYteD0YjZfLJqmYLIiFAGtCSEI6Ia1GEGkgQaaS60lcmxTaVW0nCATcu7b6sqVVT+wklwsMl4UlebSsfCgj956a9c0veOT/Kfv7s3mQAAoYWGbhmN7adEwKSGCGCIlhBRcKw000BooSABAEGgINAAaQA0QABAYEAOltVIIQUIxgoAJTghyLFtLjTAwbR1Gbhz1pxdZntRVXQldu57h+45rmSbGGABKDIti24FBTPv9DuTl7nZw9cYgjHsf3Vt89Mn5hx+8OHh+BjG/87lrxLCeHhwyKIVECFDAdVWwktVmZFkGtJEhISAuEqKxIIpDp9vpLqfZ7DSVXIeBM+jF8+mSUioYk0JSjExqIqAlZ5XEl4WuOceUaqA4bwyiV1dCx1Ya1f1BsDnsBLQdrDqGEczm+J2f7U+zRgBSLXMfq7u3ei+93LNcPZm0sxm6/+gEIra76az0XKi1/k9/8x/++Gt/9J/8xr836Abv33u0FPrj/YOnz06UIhTb3aD78u27BwcvNJG9XieZXyAhnTCKVld6/fBXvvza1aubrhdAQCXSrm0ipTRQ6XLxzk9+JJRQGL/3wf2yEH/tr/3a9ng1WWbP948myxQi99695worAXiWJmWeu64dBr7nuHEUeo7Z8V3Ps4MwjKMo8H0/DB3bsSxqWdA0IGNiOl8QYsXdlcnZ5fs//cBx9RfevBUOd5TAvEipFdpuuJzsnx88PTicffLgeathw+UH738yOZ4ahN14qfPqGxsv37rlBqN+f4eiSLU1EI1QgguuG8VrWZZllRdFli3TJCvLom2aqq6TrCiKrKlEK0zH7K2vHZwcb43XX7t6kzIxyaZr17f9Xkxt76WX7ghRa9n0g0jytmWiFaptM6VPpD7UMAGqf5nu/OTjo8ePPtBan04vi6KCjZuVZSMrqJvbN0Z/5dfuGObyYnqMEOxGzsCv7173hQy/+4Pqs+daUuAGwCbByVHaSpoU4vh0nuUNRmRrY2PQjSMflm1Zc0Njx7FcA0vHVt3Q63eCna2u7dppxopaZy1fJkVVw2xZl2lWN0manif5EmGMkNnU6nKaNg1TgAvNNNS8ZVoJAyOtJCUEQQUgUppKAaUUUgkJlFaKwObWld6v/ytvmCa+TNK85mlRKkXbVqT5+a2XVnbGGwC43/72/U8+vShbqVFLCLAMq2ScaQ201kpDraEGQGutJAAKEAAgAFJBBRWAEGEAEUAQKo0h0koBqBHUUgqAgGVZjuUIoQ2qRushhAxjazEtF7Os5RJCjBDyHNtzLYI1wcCzLYNA0wLUU64NBoEVmsT1wO3PbULLffe908UlnpxkDx/vfeGtVyvZzLOsYmw2TYTUipOqEFVTuKFlGQRKgCDSBAAgCZC2bVimuZgum4JTTB3btixTK/1zZVkhQEQrIcCu5Sulk6asoJZAK6Vt1zEM0jZ55NIgoNRVQeiJrDJ1deel0c7Vqy9eLO/dP5xmzTRpoCAD194amV7YItoUpTVPcMl53aaO0V7dHkGt9R/8i9/72u/9fj/2NFCn5/OLpE5b7timRfHlbAEgXumtXJyer3QHd2/cevjxR2WebGyOr9zcvZif/MZv/vu3795gvMWEAmQiTGVTV/myqfLl9JyLarFcYCO0vZFlUl5UP/rx2w+fPjfCKIpHBy8uqGU1okqW81u3rrO2ffjwQRRGceBnaQqkQBhatk0MwzSp53pRFEdh4Htmvx9CgPYPDkbjtbe++EVClBTMtITrGMAZQqnmLx6YVmewdjU5O3jx4B4gvsJWXtaLPN8/Ovva1791dLavzeVXvnz17/3rv16X+Piw4YUJGdM856JpOXeg1RQsnaeiZUIoqVXJeaNlJXjORKMk01ywtteN7n7+c++9+46qmzf7Y79q3a3uq3/9Kzngpum+8dqbsBFAcs3byzQ5mhbzgmFddv1pp7v048q013/wsf9/f/t0NpkDIGqWZ8WSV0roBkjmErA18q7uBFIniMLh6lrkGJgvr2+H/VXn4jJ4sGfkknJcKE4AD7a2tgCAjx8/Ozo5S+bLtZXx66/ceeP1XaVKiAkgvpBUIc5BkaVNvtCz2eJ4npwn+SRZJmXJpQQay1qCmi0mJ1l6ZtowjmOtcJpWLVNhEBCKWt7WdS0YI0i7tqUEtwyiBONS+Z1Vm4aSay5EWZe8LVZ66M3X1l65fQVCmJe57RNIKur659P2x+9+5Lro5etXBr3x/kH1+3/w/fPLSiEFgYBQCwAUQEBp8HMaQoAQwBooCBXEAgAJtNYSKIA0whBgAAFQgCCklEIIaCWVEoZp2JaNEBJCYYOP1qK4E1QFvzhdJsuCCWVSFyECgDYIsC3quBaQXDBODKwQ932y2gPDvr293R+tO3Ecn5w0jhnyRuztLbzOaJLM50l2erJ48uSF1EoIIDnCWDsOopQgTBGkLW8MA2MEIUIYoqZqhFAGIUoqpDXG2sC4bRkEVDAoBUDIAhC3grWqhciA0BJK2p5hWtx3tUWV49iW6S0m826Atza6a+sbD+8fn5/NC86LFmqpAWsin1C7iTqOG3QXS7bMKmIQzxHjoQ+11l/7w6/97N33u/1gNB7MJtOL81lVttP5VCi1nM/quojiqNsdTC/n/f4KZO10/+nmMIpi92y5+Du/+Q8+/9ZbQgkphQFBU1XL6TlB0uuEBMCGy4PD08kkffftT1yLvnL31U/uP+YmvUiSx48PFhc5dUwmKsnZ7Vu3MIR7Tx7vbG/tbG/df/CwYWL36jUh+LPnz13HiaJOWZZt3ZiUUEoIRkWe9lbC7Z3RzZsbX/7qm7xZ8GUVjO6EoTt/+gExo9727eLi/PFHH7aSaGS82D98/mI/a9q9/eNpuqSuuLEb/vWvfr5KxV9888M60aFlbW+uYoSypOwPRgXnnHEl9Nn5xeVsoQyc1kXatEYQS6zTMiFKXN1cd123yZK1XscSreegrZc2BlujKIx7ndEw7vO2lLIg/OL0Ituf0cM5r4vDce9ia0P0BmbU2X77U/t//Z09UTsagBa2gEgpGCQMM2HUNZXLYQ+u9F3X9xzTWolxN+6vb13pdhRrKXavTivwjb/43t7esQntl65uf/XLb0bdIC+WbdM4puN6VssXVXXZ68YXU/jJg2xaVplM5yk7O5NNK5VqW1EqgiXEQmgDaUMKVdXZctpUGWO50lIrIATUGtkORVgqDoTQQEkCNQZaida1iGmgRgPlxqYVImUpCTGBUla9CN646g66hmUQQxGseRCIsG9VGj0/vWxb5gA3jqNZor79F58+fHQhFARIKs201gBiAIDWAAAEgEGITS0LG9ixLMGbosh4XWugAIIAQg0h1BoCrTVACAItIAAGNYhBMMZaawC5H1iWZRY5S+cVZwoghDGCCAIIIACmQRFEnDHBGATa9t3+SuT7bGvbvnVzK1ksq4QN+yumUa6umnkWPDkoP/7s2WJZQhDMZ1ldJloKjClCynSQ5Zs1E6wFWnJqG6ZrKY15o4AmCCEllZaKAA10C4FoW6kkVJpoDbWGCFIEiFJQQ0KoySUTgFkOtKlybNiPO0pKoOT2di9PJ1UpHNrnXCd5jkzr+OhECk0d2rJsZ3c4Xo8bVi5mbVUqBJlrQai1/h/+m3/6Z1//xmC1+yu/8hVKUJXlk8tZwSqhYGQ7W8POzs61uD/64N571AZbvej5T/48shlAPOXg6hd++crdLyVFcXpxdmP3uonI8yePfM/pDVeEVIcvDu8//GxysUiW1XhtI+iu/+yTZw+e7p+eT7I0b5pWYS2VQApSYiGNlOCh73S7YZanCKIbN68ZFO2/OBgPN6/tXnv+7PlsPt3aGQvRXE4uAt8LYzfN5rde2v3Nf/AbmOf12WGwfiNcWVsc7gnOvf7q/GK6/+T5PCmrhhvI8JygkfrwdJI3+aDvdGOzFwYPH+z9+CcfQEAGofPqy7dc25lM0pXVrQbUG1dX43jlG1/7/k9+/MPdG1u1EEmeD1acft9Mk8Kntu8FeV73Bm4cO4qZg+6gGxuRH8T2wNBuXqa5uBBk2o3S0/P00TPiRtdsMxPV+w5arPaH8cp6IUdf//rR6YEoSkkCQ5LGdqwoisukLOaX/QhErtha63WjDmjESi8ejzeI5SKkMLY0dgsuL9N8vphq2QSuNez2XdMWqlWIlS1/+Ozgu29/X4D8+pWNfjT6+GfLWQqAH2RCLfIMagcpDDBrOdMShhaBIncpFZJNFmeLvKiqtqoTi3LPdE3oEAt5ASySUjMaOK5jmVVTQqRuXVu/eWW9qtm9zy4EobNlppr2rS+9Opun9x7eH47NwcD0bWwB5RlovOJFXSyx2DuaUupf39nMyvRijj/6ZPmnf/pOmrYIW0BpoBVEHECuFFCamu6KPxhGtmVARC2HKZAmi2R+zqoEKKE1UBpAIKBWiAYQYS1LrLjtmBojprRBTNlWhkWE1HXBiMIKaIARohoTyJiQEmFNoAJACQMDg2BsmI5nRwPaynm3FziUIM4+f3urG7Ew8udL5+P7sx+9+1ldA0JcyYRoS625hgAgubqx2u13ZqcXSKgw8losGNFV1TQVBxopqZuyAQq4jutYVEqeJUVTSg0Mg2LTwkBBIBGlnkKEs1arRgGtNDZNYlEgWGkYIArszfVBWWZcAM/rpVkplKCUHh2fFbVAxBRceD4erbuUiixpilxQ00KAQK31f/tP/sfvf++HjmMOerFrkSiwByudrd3xaGM78P3AElRh1qi6XcyPni2OnlbJoec3tq9KCYLR3eHOFzkKJ/O03+3rll1OLnqdrut5H3740f17n47H69s7O0ywrOCTRfuj9x9+67vvZCVDhqEQBpggQk1CsUKCt1JyIbnQzADCAsyAECKCMV0djcIo0FpijK/u7lCMDg+fOzYd9HuLxXJrY/wP/9HfD20wO3xIwl6l7dnJSXZ5lpVFklWcaWLYtuOZlp1mxYvD008+feg65C/98hvrK51kWUzneatBEIb92LMRWCwXHz94bNv+G29e97oSQhNJc3F5MJ2eNMwWiozGdG3YiawNCoyiWpb5WRhkluOa3trh+fLgNDH8tTQ3sAKf3f/BeMxv33Q999w0gsVsfTb1qnLp2e1sMjPt7s3P3fXi/uyknU/E0en06enTZXnhu9bGaKQV8F1rfdzZ2ujblMzOL0NqdToD3/eIYUgFCMEaKA2lwm0jcqnrqlnwBmZL9ejhvuX1jy+yP/rTP7tMZyur/vUr/q//8p1+MG5b88VxfTpNwh6EEC0XLXXIIi2e7+1fWRsM+y5rG8d3FKE/+une4cklIuLalf7d6zuj/kBBNZkdQdVGbsAbEYejvecXWdkMV+KOa5jQMM3wokhn6aLjWbdvXr1M1R//P2+fXFwMVn3LFA5qx/3g+s5odWhjW784Th5+dr61E9+4c+X8DH7rm09+9MOP8ryGwEYaY4ggbCFm3SgMol6jLdvzrq0Pvvj6q+fTxYeffLbM6ul8Vi2noq2F4JAQSmwhYH9l0w3Cli1ZWQ1XhqZHDg73pQJccAEAV1qzlopGipoDBInG1GgaKQTCGiENfM/aWhsMep3pdHF4egpN4HZ8qVpq8I6Pr+7EX3rjel3qx8+yWQp++KMHVamkVEBoBBGACCKlkXD6tu84Ri3vXL915catRy+e/uzTj7hgEGKtgJaStS3UkBomQhhoKdq2KSVQmJratA0EoJLAsYNaqKYsHBMZ1GwY0FoTKLFivY7vBa7jmp1e9+jk+Hx2UVcNpQYGgEtRC60gVQojgDq9wLJQU1cIQ4MSpRTUWv/n/9l/8Y3/93tB4GDF+pH1H//m337l5ZeoaWAaLi9nsLzgeXp0cLRza/3i6PH7P/4Opqi/6ruRpbCbtWFvfHcwvn4xTbLlZbacV03TlBUEUAPd7XRXh0PTNDSQrh8Kbfz+H3/jD/7lN/MWSmxpw8HUNyglGADeSsW5VgoiiamhBK0XkWfdun2nrpq9p88sxzZsxEXbCwaxF5b1vBM562trCBidwPt7v/HvRiG9//47b39wf7KoX3vlZVXnWZLP00JpYJt2t9ONuvHDp08PTydCKhPqu9c2h7EvtVLYcP1wOBxm80Vb104U0tDv9foYpn/+7T80CN7d6K0PseKNFn3HHqXJYjkvd3dfIwQX7TkmE6j3kvkMWfFZor7+7WcnU3Tw/1EE38GW3YdhmH/19HLvuf2+Xnf3bQMWnQBEsAiwKIkGHUdjSWNN/rFHY8UzmYxnInlsJ0xkjazYsuUojmVRUSEpUiRFUATBApLoi7LY3vft6/X2cu7p51fCfN9eYhlmxZE1NynRaG2ZupaHyGouHD8cF8t2axC2BmGx7GEBy3ZxZeGEW6jsdXtHR4cKlGVXFzyCUlYqlaJrY4LyLNMIhURFmEGcCSkRwSO/3+7uT8JenA+JAqRko0EKgToaZNXqI+X60k/fef21H/4YSrYwx3/hpbXVpVnb8EZDsLvbhjgnGOmqphp457C7vdP2ikXXUYUURc/Eqn3p4/bVGxvD0VhV4NlTzUfPTY/G0dZWL0vCR8/Oz89NHR5F71xcj3h85syMq6p5lCi61pskiGoGYMvLVaFY6zvxqz94x58klqF5FpqpW6eWq7UmcjxCdS2MtKOWPz03t7effvXLbz18sJulDAGKAcaSQCSEjJ545MxnPvOp7b19PxheODX3+Rc/IwQ46k4e7PW/8s3v3rlzh2JomgZEJOcQU33pxCms0zAPATYAAyoLS7aaCTacJAxaKSBYTCwYnFyYunHjwe279yQhQkAAMZRSgaBSKdRK1vzMtEL1qzfvTJLQKdeDOCSEN5u2ZYvFOW9lceHq1f1LVx/u7PWBpEIInjEIKBJUAgmp1EqarpH5cnNhenngpz3f39nfRQhIIcDPSMlZhsnPKBAgIbM8GSdhDCXEMFcp1hQdCFQsFvt+mERRreQYptkfx2meFQx1vlwUeaK57jAK3XKx3WsdHe9btlmtlLM4JZSkMj/u9f1xLhhxnaKmaEkScZBxGVu2CaWUv/lPf+uVv/u+5xWna4XTy1O/8WufX16e88cBJqX23uHRvSsmgtuHuyuPrcb58Gj/KBwyglCQJCkwwoQYTlXR7CTJ0mTiFZ04jfM0mWo2G826pqlEwVQhlmtzIbY3tnqd4d37e/stvzNOglQmTGR5SjA/tTqvafruYevBxmEGNJ4nMunPNitPPn5h3G+1jvdWlk/2B+PLV+8wLjUNEIXpqjI3vXBq5UzRNF949pE4Gbz19pvX72ytnX/q5X/wec5jwCCQKM2TKElEliEowyhKmcyFHA26lMUa4oZpLp48ubA4D4UcdHqmYWkFtzjVmIzH2xu3vv7Nrx4e7V441/js89NVVzVwFWNrffPg5s3DJ557ySpWt/e3VS0mSmvQPxoNMqKUP/po72B/VHRrioIUImcbdYuAio1KpTmk16mtuxVdUejW3uHYDzRF90y9YGCdErdYVY1KlGQimqiIS8AkkIqiSCAkzAHkCCoCG1nWDcKHEJtYKa5vHO0dHSUi3dy/n6ajJx85aWB1NOwTotjWoldqagb/zndef++dW81Z69wjC0UXQx7qqkIkAgIpBFcrRdWke8ed/lhqphOmgW2bipq22+M332h1+rlCjCwPTpxwnnxivjv0j49zmMhagZQrbprrFz++72eTX/r8M1Nlr3fcnUSBxPaNqxski1/8+ccSRN/4YOPqrY1JFDqWXi7qBUNZmPGmp7Raw0SQAmgkCY4y8c5799997+EkzIUAABIoEZEYSCF4dP7U6ieeeHw0HnHEn3/q0WcfOU0BA5rz8d3D3/tPf7K1s1ur/Ew1ipLhaGDb5tTMjCCAEcixnQeZC5Nfe/nFJE9e/+nF9oSk1JRs5Onxy5/77A9fe/MnP30XYiylhBBJyRHkGoW2TlYX52empo/b3e5orNpenOcZCzMWxNGo2SgurywNR/mt2xujUSwBFJLzVEgGAIcY69S0tIKtqbhqmiXXW9/cGYcRwBgCCSEEAEgpIZQQIwAQEEghiCrZZDiEggORKASXClXXcjVdfbi9G4aRQSWhSi4JpqRZcs4tTasY9YJoff8ozDNCie8PTVszLWsw9BlnGc/jOBY5JBCfWpmv10r9QdAehJ1eVzMplFL+h3/7ux9efH/t3JkzaytzzaJJmK6h9dub7b5MOex3ttMgCsLYa3qqRc+cOt07Gu5s7xtOSbNKOWfD0TCMJiXPhUBSSjVNhxIAAAFAQgLDNCHkikbiJMqT+PSp04LhIGBJDsKYt0eDw/aBpqHHL5xL03TiJ99+5UfdYSIRhyjAkhkYmiR49Hy53iwd7AdHLaTajuPpTNI337qcpnJ5fsXRlOmyg5F4uLu5tdv61Iu/+PizT0RpZFC97lXCdAw1jUqpIgk5lwJCqkZRSEUaBWO3VDr9yFndUNbv3s0mcaVStTwX6LTbbb/xk598/W9fCZKgWkL/8HNrj51qGJQqGupNsg8+7GlaY2HpVKcz6PX3Z5oVfxzdf3DMER6OJhCRFz/7yamGA0DWrDZEJoat0f2Ng+NxUKiVHn3k3FSt+eDu7fb+wZlTa4tzNclinqS5kFDVJODReA/jhCoGwjqEpN05kihVVYyITpVqxuKH6x/FMS54Czmwh5Ng63D74uX347Dz/GNL87Wp41YrzaNGbS5P02oVsjy9cm3/eMCJqVOVOwYo6oqjUV1RTRMWCzYmJEjk1v5ktz2KWEoUPlNTGnXvxnW/0wOYOhub9xeXCrMzlSgDDze7FcuZa9hpGqlqsTtObt6/MztXfPbxNRaz41Z3an5p3A8tkJw/t7zdCv/ov/6gNcxVExCaKxgailIpmKdO1FcWq4Gfrj84PH9hbXph4Uc/ufLjn97sDCYSYQAhkBJKAITAQpxcWDxzag0RDBVctK2yrnhF9cS5R994/8affeVbkvH52Zmc8ywHUegbqjI7u2i5ziQN+sMki/ipufo/evkzjbp3996DNz+6tdsfR+Fopm5/4qkLf/mXX79zb5OqVNe0LEsYyyESWEoi5cr81PkzKxjhjZ39URDGWYYohljmGQ/jhGhaGCVxnAMJGUuFFBhTyVGeZZZZsrwZiVUMEk+Xz1w4x4F46+KHx92hlABIBCAUEAKAAIRQQsikpSvTU6V2qy0Yp1TU6+VSsSa57HSOD1odjLClIsZFkElNU2fr3vkTC6qKuiP/9oOt/miCqDL2x1meMi4ERBghJoSm0kbFq7jq2ZONRk33Y75zkGxudXXLgFLKP/n9f3f5/YufevHTQLLlpVmNyNGoe/XypWFEBDZNgxpQ6Xf6Ecsas7Pz8zO72xvdwchy63EGsiyFkBHIIU9znhdLJccuZlkWRXGW5hBi3dApAAbBRKGaqau6BiCUDCJEAMCJJFGeEcQJEkkUFl2n1RqESU4wUWiq0rFOR0UrLhUFxrnEFBpFTZ+Wee2Ndza++s13BgHzqq6u4YLlYAha7f3ecW9x9dTC2tIkDmvF+tLMbCTGqm55hq0QyTmTQtpusd/prS0u2KriVGrFWpHJ9KMP3+/sH59bW7NdlaE85ejP/uqbf/2tb0AKKZEvPb/27KOLjgZ1AwQJfPftQ4Lpy1/4Bduq9Pp+4CeTKFN1E1F65/a9VrvTqFcXZhsryzOrS3NIsGgS7h93I5ZCTOvetGdak6AVh6FtmY5rIE4BV3IIc8ra/e2rV35YrSilYklTS9XK/MbDnYk/cFxDAqooXq8fb2/vxnFmWG4Yx0E8Hk36HGZxEpkqxABlTGQ8XV5qugaNx51qSdNs9aAP3/vwOEy4a1Mdh0UdTjWmdE1KkJa8ouXUv/f6tQ9ubGFNL7jaQo2cWWuGsXnjZmcSCQEiy8G25fVG4X6rrSumq5t5liiqnuR8FIxNQyxOOc1Ko9sLG7O1kuvMFkmjWto8jP/LX/1opz0QCEEADIPqhIA8WZwrPvX4CRUrly7dB0RZOLl069bB9RuHcc4kEgAIKDkXuQQSMbAyM//I6bMMAsWxABej42NI+K/8+q+98+6H33nle4vTUxXPGwfBJMzjZKwZWrW+fOLUGSGSo92DPOUFz7EN6lnmY4+e7k/8B1u7g95gabZRqbhf+/Yr1+89iHKmqDTPYpYxBCHiUmSi4hmffPp0s17d3dtLWZRmabFUjhPQbYe7x32JSBjHURgjKADIIYZY0RHWmOCm4alGGSBULuATTWe5WStX67vdwfd+/GavNxQSpkxKgCWgAmAsJMnCmYZ3+vTagwe7SSZUDTSmK1mWh/7k+LgFsOK6tq0gPwj749g0jeXF6ZOrS2E0ebj+YDAY+EFIFG0cxFnO5P8vhwgwIS1TX56brrhqqcBtm6maNRxq7W5GNBVKKb/yR3/8o1e/+8sv/zQHncMAACAASURBVJJt6dWKrUjpR71etG9X6wquFo3y4frh5Usfm55XaUz5cTgYj+I4T1ie5SmEAiOMEZGZHAd+HAdTU81M8vX19TRKHjl/1rI0RzE8y43jGCo0SJLesN+o1RSKVUWznGrKRJSFUTTEaUIAKHjlcZJQlTYrGuYH0ejWTAObJvSDiVqUoRwQUI/7y698Z+f19/b7aaYWqG6ZllmM/Uk06jqaTnWttjDTHweZn0+VS0O/i4myODdf8MxcCs0wpeTD44NPPfn4+bWzdrWieUbE0h/88Ifbt9df/vm/1yhbXMbbh4N//3//5Y3bN4gKyiX3uafPP3b6BJLMskjBdQe92CvqJ9ZW91rs3Q/XH2zscx6fmKs/88QF17UP9/bCYGw5VqNSmZ+uKQQAKSUEADHBEc4NKIAkIYCCAcEkEJkigBFwcGf7wUdXfjrs3v/EY0tzDc/UPdteunFju9VpL8zXWBKrhGR5JmCuG4TlcjKZ6BqlChSCJZnYOx4Pg3Tox5lgqyfrg+7h4WarUigUK4ZUrEuXuqNxbpqgXEjPnGp6bvFg7xCh/PSZuaLX/PJfv3vp+mFleooQIFJ/tllWVGt94zjPWb3hjf0hxs7QjyWVlVplNAgmI19KmSSpqmoKgaYq61XPdPRSRS872qmZhmUYYY7fuHT/J+9d7YwSiDQVozwLIWKPnltanWkMuqNJwsZhcrDbyhONc5UhloocAgmhlDLjQMAcLDRnzqytRXnOEAijCGU8T+Nf/8e/cu/O3YtvXWxWq1CCjMsozzUT6bqZcaNSm64UrM7eLsGkMj09nISjzmBxaUZ39U6nl4fR0xfWXFe9u/HwGz/8wVa3j5GG80TFsuS6POWTcWLberVMF+YaWOa1mkE0pT9MWp349u298Zg3ZubzPB2N+wqlqopyzlNOJaJCCEMxXLdQq3lTVbPu6kQASDXNtB/ubF++fLPVHUdJLiHiEDJAMOBq5j917uTswvKHV9cRwNPTxcXl+Z39w729o+PDI4gwIVCKPGd5oeBVKjXGuaZpSZpyyQxN8ftdhMFgEmapECzPeCgAlwBDAExdtVRcK+tTU261Wh30YRBAiSSUUv4//+737t288iu//jJGKBj0pivlWq004WNkKJSUJj7+4N2bt2/e0021WDJTkWUZzFKOMBIikzLFClQUM5xkm9u7o17n3Om1iWAbm1sF3Xr0kdP+JFAQMSwrjpMwiGZmZu/du5Onab1SPnvutG4Yx51OmMatzmHUHxZM+4kLFwQEhZqjmvL6pXdgtr8yjwwjQgonFpjEPUVBMp1/5x30vR8fHw6TTACkUEXVWBLLNNOpngnZXJn1KpX+Xg9zOBh0oywuVz2rqB8etjBRZ5qVxG//6t//xU8+9zxxlO641xqNb964c//jO4uVqcfPn1ycq3x8/fob71yyTbParJZKZcvWCOWarq0uLzfrZQVIkCUSKdc2+x/f2ZmEqQLy5UbxyXNrjWYZQi4gC+MoHAcVr4QghgBJwCVIpYRQKBBoCEmIJAMg4zDL+ShKjwaD+1vrN2+9V9KjTz1xol6whCBhjBmkmcgtE7u6giUQAHQGvZxlXKAgSCESaTrUDVqqTH18ZXvoy8Ek9ePcq7jHR1sUS0M1Wm0/ylAcMoqkofKZGfvc2aVSwQzGiVew7AJAivbhh8fXb/Y5kjnMjlv+YJBmeUQpNzTquQV/nHAJdcsolQtCyk6nLznQNU1TVMe2A38SJ4lp0pmFsknhM0+sWDppH3Xdknc8Yl//m7fubbclxzDPIWVGgZZte6E8W3CL0lAZyO5du1fUy0KIXtSPBRMScCZYLjgXIhcF1zt54pSm6f3BwLSsqUajd3T8/PPntjZ2jg96GcuSPPUnWZiFdsGUUjWdcrlSWZ6dQklk6IpXbY7D1B+Mddc47Ha2NvcoT//hFz5ZKZnr9zdf+f5ru+0WxQYVsFiwy5XScDKWACGC47g30/QsTGZnnNr09P31Ttf38yy79tFDLizDNqmOFc2BGOaMBxESklMkZiuVlYW5omdIwQiAEKBUIgSkSJPLN+4ctgYAYc4zAbJMAIkgTYOXnn2iUJt68/IdW1fOLE+pun3z/tbDzSN/MJZ5DAkWCFBFqVdKimaFcU6gEDxHpmYaetrvGhoeZQmUisxyBrIkT7OUc8GzPCVQWhoulwq6oUQxFlzRdAKllH/+x1/cuX/r6acfFxJDqi0uzBma1h4MU8bjDFy+tXP77r6hF21LQzDRKZBM9DqDPOeEQEKlaaq6YQCOc840BGxDjyWCAGPGmUwTLrhACQNJknXbh5/99Assjdfv3i9YjlcsxnmSC4YkyPO82igtLc3M1is2FwiJvcT/yle/7LrDZ5+tRFG7XCKlEgRwBAEYDO2dvfrH1+iHH/f8kBAVIsoR4pJxBABLs4kIESUGMk4sr5m283DzYZLGXOQ5yzSKFqanWwdHTz/2+Keee3J5vj6J/Hsbm5euXHtwZ12F+NzplWeeOWuoSNMMy23EguwedN58652j492llflnn3z8kbUTFoFU5gjjSCqc6hBykscESEoVBICATEI4GvtREDUaU0IgBBUAhQCphAwjAoECIIAAMQaiMGkPe4PRIEyCIBi0jzemymS26ihAERxrFimWDEjYcDyiipuk6jvv39g5PKrXKwjjNE1ty2h1dt2iev7cY5evbKXcuP1gd2OvBSgihJVctVw0e/1g7yjAEBoUejZ55NzcqdWZcsFSMBGSJSxgAgeR++Zb94+7PaxhCbU79/f8ODAsSiECmaRYR4gUSw6mIorSOMoRhIaprSwvqgrutI7jJEmz2LCooeCf/9Sj5aJz59Z9rKqlxtK3vv7W1l4bAoByRlTIMZcpe/nFX37h557f7XY3do5G3eOl2RmWi5gxoHAmM8Yhy5A/CdIsURRSLZXiMPRH/uLCQr3euH79NpNxmqIgFO1ei4Ms8GOWCwgRJEqxXLEtY2Gm7ndbAPBKrSoBGU8S1yu0Bx2CNJBGn/3kuYW5Jk/l1u2bvdYOUZThhO91g24wSuRE0VEa5QbGZ06Uy5Y53fQoLRy2RvMr5VrV+O63rtx/GGu2g2yjO06DOJVCpokULLF0/OS506WCk+UhVRQFUyxBBiEACArZGY5SlmMoEWAIijSFkyQLJ/2ff/4JjsTG/tGFsydWZhrHrcFP3rp0/fZOGKR5MlEtKxEy51KKXLdczSkqWBIkcsHzaFIkaLpZPfDHnf5EAUSlhAsBANZ0Pc3iNAl5HEueBGFIqMqBNC0NSilf/eoXjx/enJlabcwsQ92KMkapGoT51ubBxl7/6oPd/U4/CicKwaZqFG3b0rROp9/p9gjFmkYMgxIEsOCOra0tzBRMa6/j25ZLBBeQQ1XJuUyYyNIYAbZ2+oSmaOPBeDKJkyhTMZ6bm6pVi66rN+drGgZ5kuCMASz3/f6f/cVfEr3/xFMzneMjnY4X59DUVOZ5Cxsb3sMt57hnX7/bHowExFiIHMhcV5JzZ7y6Z3xwdfvm3e6Zsxc+8+JL9x7svPHGG1kUZFH0+IUTLzz/iMj4lSt3hUCPnV357JOPV+rVQTTZbx1nSeJaZrFo6raiy9xSFK56e63gsDvu9sZROCkV9PlGaWluRkcciwQDLgAUEPEsEnEgAeJUx6pKVRVA3D7uciYaM7OCCQE4wghhBADHOJcwSTI/ZxEUMo95zCIOYgWDwA+P9jssEckk4ym0TKvWLGAVpGISpilAztiXb7x9aRxNFhengRSTSVh0HUQy26SqVtjYGuwcDvY6g9bQT0CsqaBoGlOVMkaEA0IJbh3uN6ru7LRXLOiOpkMAUpYRhcYZH/v04eZgNIknUSAhbfWGUZ5IIIlAKqSOY0MpEBZEgZrujMYRZ0xVqW1qUogkClRVFUBkeVSrWo+szS5OT+dRompqoVRvHYRhJNKEDXpdjhjRNAhptVRvTJf9ODrYHQAWV8tFwaBpFgWAYZKoum6Y1tj3w3RUrzuayq5d+5BnyZmTC7qm9kfROIrGE+3uen9nv5PmKQRCw1oSxVmeSiEJVQqlQqfX4QCqKoEScAEIRhIBghUqWaNsGQryLOuXP/f87HTl0qXrUQywSsfxACrCjyYHO+0siOs18eRjJx3DDH2uYO2xRxddp3L58vijW8fjlPmMbx23x2OfpzESIg3Gpkaef+oJyzBHk6FpW4ZmKJgmecbzXKGKnyYIAxVLCjngkHFtkjLf73zy2TO2gcb+4PSZ5VMrS/GIvf/BjWu3Ho6HY12jZrG40+7v7B8hKFdOneKKfuX6vZEfASgpS2qaWq+Vd8aDw/5EBQoRknMGAcJUwQQIxjSCNAqGw6BYdgFhCAsopXzlz7+4eeNis7lUrc9hw+sPszTNr1/9KEojrHttn23ttdc3tyVDRBKCCSBQAMABkAAACSjKEY+rnvniC8+WNDgejl796ccCIEMBluUUSmVDQ579M4blGF61nHMZhEmUimZz+vTJuZmGpyGIRJblcZZnCCMqpOCsF0Z/+dWvjeP2ybO14eBIRXyuaSyvkmJNz7JFSj6Zytnvv/nmhx/dQMDxSt7iVN2zgoX6YakgP7gUXbyclZvzQJd37+0Pul1FprZGn//E2suff45zDpChW27RszWIpYRGoYAQysNJOvERxaprKVLCJBYcAaLkAAuIsjiRYegoWGKGAGNpzNIYSCmEFHmOgAjjJEcYEMUulk2r0Ot2EaGlRg2wlKM4TAJFVVgexnEvjLqTcICQJFKoiGia2u/1Br2RlMpolO8fJ2M/UzEGQDheySx4QTruDwcsB8WCm+VyMBqXK4amEMfw5uYbEERQgNE4xoYZC9Tqx29dvNLp9zGGtm5ggNPQn5kpa5oxGvkACkqAohJdM5M4xyoolbxOZ7R3OAhiHMYcIRKn+Wg0VAiSOUNcGJqq60g1KOciiKMkx3GWU0WxDIPlOcuYSokQUjJRr3vlsjh3cmZldrZRdOrloqboCCgikwLgcRIwmVt2KQbapes3u4NDqkBN0/vdMYLYsfW5xkIwgrt7I0CxrhlZxsI0KFSN7e1bR8e7OoWfev5cHg/SvLe0fHIwNi/f9G/c6rU6I4hzTTUQkEkySdMYQBzEaZTnAv0MhFJiKAEHBbeQsTQMJ0BwyLKCDv63L/5Ou9395pe/8alnLvzGr/+iovAkEykHH1+7du/heib9OE7TmNXK6tm1ubpX0pXGxSv9t6/cyyGMuIyShGeJIjhiycSf2Kb19ONPEqId9/t2oWCoCpagPxqm4cTSKMeEKlTyfKpaxIiOQ5HljCX9py9Mn1loYgxzBZ1/5NFgIC5dut3tDxWJmrUKVLW72wcbO9vNqcrqydXD/uRP/+o7e8cjrGoKY0UMDYMehn4sAAUEc1kulVTNODxuZXlCEDAV6tj6YBgCBASMdQ1CKeX3vvbf3n79dS4U07Kpamzt7Jiq0u93gyjo+RM/yOMU+wHnTEqREYohUQRCEkMAMYYI5okCot/41ZfXlhc//MmPKs3m37197cHWNpGxglSVUpMiR9ExwZZjWwXTsE3FUJ98+rkXP/eS48jI70b9EeGAop8BIA3JZJhm4iACV+/ey2U6f8LrDff7naEU3Hb4zFy2uLharrx02DXfv3rz8Ggihf7cc0/PNQq20geTSwoIEr7qszlI6VH/IIyRTq2CRnRNUJrriix5tuk4AmIJ8Wg06XXHbrFqmIZtajxLkzgHSCEQ6wQInnOWScml4GkQ8ii1dFWwQIqcMZ6kaZ7nURxDiEzb5lISTKSAGQPENAEC1FCLFXc4bOU47w77Ozu7rfaWBENdV8peKct4FIynG17B9kSC8jBnaa7oxqGfPtxrJwlDgKqaBQGo1sujyTCMWJxkmmY5TlFTM10HnusZBmZZ4LkVxuVh58B0nXJptt3yi1794ebu3377B/4kFDy1bEVVDCFQnMRUwaZl6prlDye6KQ1Dg1CLY9EfxVEimMQQQVNhp5frs836eNhL0wlSRHNutteLR764u9Hd2D7I80xwoamKriqEouFg4FnuXKNiGP7Pf/ap1fmFNOgaKpEpc0xdAhlm2SAMspSVi/MJLLz603fbxzuWA7EmsxwPB6HMs2efPDtVb/aH8uFmS1fI3EwTKWYK0Gs/+qEQTIqkXrIePT2fJ/ulkouwRunc/btsY7Of42w8maiq3qh7tUqJcfbqD35y0B4AiIAUAEgoBUFKvV4PEn8wGghBJM/qHv2Df/vFGx9fvXXp4088cerxx9ZYGgdBkEnRD/tH/aNBGN+6241jsLRguyZIk+QTzzyeA+Pu5p5um63WME0TR3cjP1cp2t09Go2SEytnVM087A77/hgJARlPsjiNA8hZLiAAEEPxxIW1L/zS5yAh69tbx62DUhGIQW9ldm7uzInGzOzBveMPP76x2+sBQJq12mG7tX3QGU3G5bKu6STh8N79g7EvANUhA1VNm5mqHgf93nggUgEAmV9aMq3CvQf30zTFUFKZuZY+DIOMCckzSwVQSvlX/+1LVy5fUQydEGxqOkV00OsBJKIkTmJOACWKMhgPu91BHMXB5GeCMIsZAhhTgjBm6dpy/Xf+l38e+eEPX3llanH1h1ceXrtzn4iIJVykuQaABhQEMEIQQYGwIAr//Bd+0S3auq2fPrM6UymoLNYGA5BEAAqO+INWr58pgJpTM9ON+XrKR/1h67h9BCWYb1Q8x5HEOOyFoyR37RoQ0PMqWKQi7hZIrkqgOvVMMbkUIM9BjgDRAOFhOg6jgKe5ZFGUDj2vVHSno5AnAha9KsFIUTAAMknh3uGg5OguSQBjUAApuGCMZ7GUqWRcJEICCDHmQCZ5EsVhJoBhF1zXMg01S1kwSfw4YUgSgxx2d9udwwjCvfbg8uUHYTiYWzBOrk5NTVfCcBIFftG1DKprGDS9gkgyVTcCoF+907233leAvjA9XfFMr2I9WN84aI8PjifjMDEsOj3tljytVLCmG+WCqyEA+8NRtzssOkWDEM7y2bnpjIndowEk1kFrfPHD6632UDIp8tQ26PzsbDBJojicny9QSjvdSaFY6Q1Gvh/njEgAzpysfu7TZ5YXp/3AD+NJkERRDiahsn+YXfx48879rTiKEJYEC12jhaKZxVHFKRQ1urZW/vzffymOk5u3LisKZUmuqtpBe7jb6o7jeNAd1dy5YnXh8u27PPNdi3DOwihznSJL4vkZ7dzZ6WJp9vKVQ55FM9PFw1a4fTR+uHMkpAQilTJ57Ozy0xeWsuQYo/7p5bOWctrQZsyCOwqiOIxKrmVbVnc0+dKXv7V9NBZYZ3kWT8YISl01sjTJRRImWZzCLA6WFgv/6l/+i4tvvruzuWmbrqZbY//IcmS3PdBUbeVU3SxZPV/93mvviSQgQCoKeuGzjxEsN9Z3llcXFYxyPqzWapMAMhGmGXjrje3hkBtmIQF4HCYiZ5jnArA0iSXAAiCZSwUKU8mffOLkP/0n/0Oh6L36ox/vHdzrPXy42Fw48eTT+73hjcvrD7cO/WRiKsizjZHvG5ZDKSqXaKliqqZ5fDRMItgP+NHRUMnF6vI0dfFw2I8mqWIUK/VpKUl/OIrjeOIPeTy0TX2UBGmORSIcVUAp5X/9j3/89ltvlislt1CAEBm23R/0dYIphJJLUzcKjo0wGI/9OEpa7U630wuSWDUty7GEyAjgywvNRx85SbigRO1F/E+/9urNB5sAAIVoBlVFHMUTXwjuGIZOMWNpGk0+/cLzE3/8cP3B5z//0n//S5/0d+9n44HQDF+yUTZoTYZAdefmF6DUDL3AeEjUCEFRL81O1ZcIoZ3u4NbNawDHU9Olsu0SUleoCmWQR10pEtUpR5mu0YKOCeI8geL+zs47H33IwWSmVhkO/JS3Tp+cn6uewMK0HK9QKjMOWMJyJpMM9geRZRENBTqEVECYZ5LlUgoBGJdAcMQyJgUXEACCkixNmEBUIxrRbc0tljjE61v7QRhXm43L1z/aO3zYmyR3t49a/QBBMVWxlqasggvKFatYVFWFygypNFMoShPGJNCdUrttvvfu3qgfVWy36GCvTsM0PjwOh4G8t77puOrq6lQeD2eq7plTK4oGDVthMtnf75TcChSZqRqOZSPKgiRQDZtq1Ws3j99573YWc0MhJVtdWVzYb3fXdx4uLVa9Qnk84kKgkT+M4yxJZBBlXkE9sVyhut4dJZ3u2PcnLBec4+E4yhgMowgAQaiEkAGQWTpxHbNUtBbnqp948uzjjzxy5/b9H/z47URAQ3fzHN6486A7HEkkkyhRFa1QLI2DIAoDXaONWjUNQ1WlCoK6ChuNkq6Vd3bH3VFLs+Bx2w9CAIGKMaAkVxUx03DPrk4Zel5y5aml+aq3ONU4YVk1ADUpJONJzuUg5N969af7xwNV1xECaRwTSh3LS+MEShBHeRzm0WQwv1R8+R/80vde+36aBSeXT21stt54710/6jq65hWKVkFNWZYk8M6dh2mSSQ48z1lamZYMDAfjctkxDGBbrFBUCsVisYI1w364nt2/1z888p3SjO2W8zyGgiVpPJkkRNUlzlWgAYYFiKPs+LHTq7/8mV9+74MPL19+x1Xg6ZOn1GL9wX73+p3NwTjGAGhAQJGlLLFs1TbxTNNxLFStFQkhAkhFLRy3oyuX7pmWZRUsADEmNE9TU3UgJDnnx+3+YWsfytA2LajKJMPRMFFhBqWU/+//9V8+eOciURWIESQYYKTr+ky93qzVNV3d3tr0x+MsjXOWKypWKYKCMyEh1amqC8EAYwgKgpCtWbbj+kl89c76UXsYBdnSiaVHHjmz9fD+3samaTulUokqCkVge2tdx2Ruujk8bFUqxenZxuuv/7gbxRGCDCdT07ReM1y7VCkpWZL3j9mgl4RRoGn86afPlj2v4s3UKidGw6HtYsNAjEftXpKlk7IdJePtNAmN4lIUFSmtUt10vXKUy7/51muv/fT1tTOzc43q/fvbmp08/diMLkXBdFeXzlruTBRpkzHnDOUSQYwREhTmFhYmSAgLIc8RJjnAOecISClZlqR5wiWhiRAJlEaxVKzNGXY1TsOMRwLI8Xhy1Dq+fPVjDuL2IHz3oxtBylzXKJm6hYGpi5kZZ+1suehBf8iLDo3iSX+QxllaKBWGI/ujDzqjUUYlKFr85MnC/GLZUN1WR/zwzWut/vCpZ853D/eDXr/ZLCkaWzs925iuv/v+zUmQrcxXHV0rFTzVlFHip5kolWY63bTdyTpdlkSpQtBoNMqQ3D0+9lyTIjUIRRKnjHMhaRiFTEYQMQBgImgYwywlVGKDKFIILhimQtGgBDyOJsWCIUWW5/HKyoIQqaqisydWPMs6Pupdu7U+8JNafTpNhUB4a3cvDHwJhGZqEII4jCSQiBJNNwmAgDGWJ0XHKnrFTmcyGiaKQxnOuCAsQ5BJW6Uq5bPTxaXZCuKZYYDZWXdhdqpWnS2V5icB6HWSkR8M/d5wHBpO5fCoP5mEuoY4Z4TogCpZJhGAKiFQQJ7xJB4sLVVeeOGZnZ1dIcH+UetHb7x1Z2sjSELMkcwgEwAixHIuBQQAAQhVRTFNM0liKTNVQ7oGbZfUaubamcViEQCR2G7haA++/vq6V1k6fXbFLXEgQRbRo+MgYoABXvYaQFCO4WHrIc0GX3jx05ub6/fu3aza1tzU/H4rfHjc32i1ojQnUipccMaYZIRwmQcIZDoV87P1aq0o5GT1RHNxcfX9Dw5v3Wspmq5SChDpjUJT0Qw1moyDvcPeKBgCwTWqmoYiOIljpqkISin/8+/9waWLH6iGEcZRxnMhJUZQCnnhwqPPPvfc/uF+t98VguWcNZr186dP8Ghy89q1o9aISZomjOcMCIklQESBWAoZq5RgqRBsqCYpVCiGcUE34jC+eW+dIby8NFMq2JaCp5u1MDV/cvHqG2+/c29ji0EKKSEoKVqyWjVq5UrRA6aDHL026on93S6X/lPPzCsorxXnatXTmmUxMAEgO+7stXsHUGSrczUTZRgixZ5HsIlAIZGKVaj1BoNvf/vvbty9e/bcqWrBOGrtlhu06hENpIYGK5U53Vh23LOdoyjLJUeSUGlQRYeYIq4qjIBYphPEcwVCKJiQkkEUS5khlZpuyuEomMzOzdcaS/1J+s2//UacTJ599mlD1/7mb/56ff3WzEJFIOuDj+50+/2ZGXduphwPeR6npZJWqqBTZ6bH/YllZl5JFULdPzoqVhzOvCsfd1kGIMghSxdmypoeTTULBbfxcC//+t+9v7TanJ9qXLl4g7G0UlEW5iuEGpdv7uScnz/bsFXpmIZb1Or1iqJaEGLO0pyj4RBvPuzdu78zmoznVlYO2qPBoIMp8MeREFDXXCDN/qDP2BBRQRUnFdp4knMuMOeOodSqHkIoTvLReCxFLljy+V98qV4vvfaj75uWPhxOOu1RwbI0jAEAHMNR4Je9crVSY0w+WN+aBBMhBKZIcCakQAggpCDVBAJCnqkKsC1FAN7v+3kGFUPjkAtBgCQYyKKlOAZcnK3ONLyyZ+oGtgw81ZyuVJe5tHu9dBLyOE2TfMJYbtnevXtb4+FIU4mQgmo6JHTsh6HvQ8mKhSIBJAiGjz+x+syTp3Y3Hmzu7L3y2juH/VEKRJLmIgEyQwBDTCHPEyEkAARCiiSFRJUixpQhlFMFV+ql2lR5eXnKMVEa9quV2nhI3n3rgZDaF77w0ukz9dbBwzQMAbKu3tq5fHvTsCuuW/EqM0nMHCV6/vGaP3o4NVWRDF++tnf1Vrs/Eb2hn6exqgAEeM5lxniWxYAlCOSWThvVMiJ8uqnNzZhTU831zfDa3ZYEqGiqiaARLJmYwnwn6MTtnk/0NIxj11GmKm6/m0xiXigWoZTyf/0Xv/3TH/yIqkqcpEmWUEo13SCUFAvFerMhgARYAgIPj46WFhf/8T/6FTYZ3715O8nkubb8oAAAIABJREFUJMy7vVGapQRCjACTUsJcIzmVDDOia5ZmYafMmjPueBLubW132+OJH8w1yi984qmSoWi6wYpn//DPvv3lv/4qxIgQhWAiIINEYIRUqLo2IXq8ujw3PzsvOLp/94HroGoJ16v1w4NIM4oAk1LV2thap1q0tDS7NLss03jncDfhahwqJafx/HM/V3Cq779/+a133t09OiSEFGyCSLCwXBa5aJbckgeTVJbLp6dmHtve6vl+yiXEGEX9iWdYpXJBd1RDl4CFIvIJTzVFUYyi1HRpGtT1bt3f/PZ3Xj3aP/ytf/LPVk6efvX1H33lr/9CcDY3M20YxvqDB2E0dlwlY1BIVC7rJ04Z9Ubho3d3xz1ZcIyx31o6UZ+dLlUrRKF5oVA+OOytb25h5O3v5mmaOAVk6/bjZx87OHhAYLC2NpVw78vf+Bhr/OTJhQf39ttHndnZEgag3Q6Oe8HCSm150XF1aGmaaRK3YNluAWB9a7/FWby8tPrg3tHte1scEi4JF7jfG42GI02juq5AQLNYb7fHceRLlCFNE0gLYy5ypsjk7ImF82snBQIbe/1rt+5nycQxyP/xv//rs+dO//bv/Pb1W7cAUtNUAoGQRJhgQCGTwtI0z7bCYJymkZQyiTMhABcAQiwEkIhLRQAgFURMTSMIKKrS6YyyGCBKEYYSQEQooRDD1DLw7JRXcunMlDs9VZ+qT2cJHo1Rr59gxSCaZhq6rlNFIWnCL168MvIDITkTwLALFOPxxEeA26YyNz3TOuyEE//5nzt37kwFsDaT/I137r75/vr9rX6aSwKE4EICBUIoeARgChEAEACJqWKoVEuzFGMJAZpZPLF06iwQnMLs1GLT1dXD/VacAi6UpcXVer10cHR/0FtvNCvH7eSj27sZEwohpl6LAjhV1Z5/sqyhnel6wXWmX3nt8m6LQ1xoHXay0AeExzI76nTiOM8zBgQDgGkUe65drminTkwTwBFUdvZ7OVazPMmChIFCLMsGjs+fBBrUjjo9p4QODvrTzeLKXGk4SPfa6f6BD6WUv/s7//rHr30/SVNN1XLGhBQAQEXVMCGj8RBCCJCECCqqUvIKa6tLROQszYlqAaomLOecubZlmaZmqkKmwaiFeOzoZqlUqjVqVIv7weAn710L/UmzWgt7vZKpXThzhqex6hTc6cf/6EvfePXHrwsIISaccYKh5VlJwlFMDF1FSljyyPLSDIR4e6MbTsJqTa1Xa/s7PU13S5WSVzL3Dw6n5jTbMUSisJQdtI+6w9FknK2tnPiff+t/RND8w//8p3c2H9Smy5yx8bBHVUApYnF25kR9ZdWRkheLjeWl86ZRTTOl143bh92L737MsvyJR9ZW5irVkk0UKhFwip5uF1r98SgIFpYX61P1L/3Jn//+7/8Hicnv/Mt/g5Dx3e9+v9Pd1gyhKMQ0it3+aDiYqCpSzXx21l47WVo7pRc8+/at8M71YbVa8McjjtL5OXtxwRYsJMjqtuTHH2/7IesNeJaluRgXHeepRy4YCldkVCngcn3uJ+9tTbJRudFYf3i8sXEgJeKScYa4AHPzXrOmFUzoWY5pGoaOAGSK5fTGyajbPX9mBWKydzjcO/Y3Ng5sqxAnYHfneG5+qjnt9fut4/1hnlONqkjhuWTdYdgfJpwBBeR/71PPPX7+fC7Bj9+9du3OPZ5OTi7O/J9/8Hvdbutf/ZsvHra6VNW5ADIHCFNMCZOZEFxB8MKpk4vL80ESjkfjdrc/GgZhmBGicgHiNOQ4gwhqRAVCIMls2xwOJ0kqgAA/IwGAGEIkgEw1Fc00y6vLtdWTFdtUNKSFYzkegfXNfQkxByxNGaGk6No84/44obrZGY46vYnjVhzTNg21Ui6urk7Nz1befvPNNAkWF6pMDheXnUbNDMbKh5fa3/jOpcEolCBjOZfC4AIIkSIoAAIICQmlrpm6po39MZQCADK1cHrp3JNCQIfwX/3lTxd08t1XvhumAhhenMMkZxmIAIgg4lIaObIwzac9dfP+g+PjvmvpKwtFR/MVkbz4cy9iZHNgHbdHDx5u9gY9ouuH3e7bFz9IUw4kBEBCKKHkmoIaNdt2rCRmUZRhzM5fWHY98/AgaLX5aBzPNZXzZ5yCa46CSEi+v9tVKJxquCkH7YG8cmkXSin//Rd/94ff+V6aZ1JKxvIsy7gQluVomh4EoW2ZLE8pQqqiTPyxQgGBHGCCVZPoNoMgTWOMcLHgPPPshXrDuX/vkmVmlq0LRuZnpvs9/60Pbn9wa4tAtjxTcVVYLxUeu/CEROS45/up8ZWvv7q5vwcRRggjAYAUEkNCiKEZnHOvrFfrukLg7lY/TxXOGQcxBBgh7No2gKzgWM36HMRxMOmXHdNQSMG1R76f5/Sxx5988aVf8EP2la99fftwN+Ws1/aD8YTxOEpiDaHVxbLt4krNWV5sFhzbNFyvVKuU50WGbt/c7nXH9WoZZQnFyHU96rhrj10AVPvD//hHt65f/83f/I0XXnj6/bff+/rX/vb23c1CeToK2bDfi3NfM5HtOY3GtB8m3X7PLpiqHtt6sNBUnn16CSna7n4UhtR17EE/uHt/B6FoYbZQLRlZmvBc1Q1vMPR7g/zoKN/aOuacn1iZalTN1B9SIEpFqzHt+VGWo+IH13YuX91IMwRJThVJMS15WtlTmkWnaLoEIUXhis7sgrG4tNI/HrcO21jTLt8+un6/FYdMpTDhWZZJU7WpBgFIJsOAELPs1RERWCWtzrg/jCGgCLDTJxdOnljN0uza7fXheARY/N99/qX/6Z//sy996U//4itf40jhErA0AlIqVDMdN/3/WILzGMnywzDMv+vdV9Wru6qrq+/uuWd3Zw9yuTyWlGTZlkU5EoxYEeAEEQJY8F8CAkG2EEBSYAMxDPifIHAkwzElxbTEiJK4FMld7pLc+5h7po/pu7uqu+6qV/Xu9ztCGvo+lgbBfKGU/41f+zUKpZNufzAYTb35eDoPw1giCoAoE5AjjLiEBAI8xTBVVRwlSZJl5Xwui2fnZ+dMcElGugybtVKrUbNMBSqcM3+hZuYs1dKLcz81TftyODg5HwcRlSVoKKqpGbV6jQrcuRwLJKmSEkXzKPDLFVmW4n63X8gZzWZulvpBGri6VLarSaTtn3nzGL773qP9/TbnkHHABYKCQAQA4BAISYYQC0YTwLlApLlxe+XGS6ZtsvHlajX3D37x59NUfPetn/TnIUUkTnlKqRCAcUq5YFDWpXC9iqJJO4qTvWcXg55HabxUK/7e7/z2CzeujgfTRw932xf9bq8v6c7D3YMfvfueEIgDKIDAGEFBAU1UCWaCp4CbDrlzu37n5gLE8iRUPvnsOIm81165tfP4YDybuqUCIrDbGWMIHNsM0jhKhT8GUAjxxp9/6/HduwBA3/e92Xw4mnhzPwzDOE6zNGWUE4wJxlAAQYVjGWk6ExJljNAUy6oTpFMguEwk1cL5slKqwNWNwmQ0V2QHAv70QefgcHLUHUBCr65Ub2y0NlcaL77wYhLRw9Peh/cP//q7b8c0U2Q5TVLBmKppSUYhhtVGSSIIIV4s23EU93vzYJYgDDinnKF8Lu9YNqdps1ELfF/TQbViVFy5VrTqhfx86ut6cXHjqlkqz+PMj/r7+/s//OHDk7PJeDyjNLIdp15zdQXEyeyrX7vZqOeyGO/t7mk6eO72i8X8SsGpK0jiUBpO5ifPjuN5VG7Ur714ywv8b/zxnxw8ffqrX/+552+u9nv9k7Puk93Tds8XgmDCLofdTvdCM+QXXr7hhcHe6ZGfhboK6wXr6rpz6/ryfCZG05miqe3zyXCYzAOuaUmtLBXyQlFp3nEs2728mMaRIuHivU/PLzoT28E5G5oGtMzCwc75888VV9ZWj878v3rr0Wk7SiLBWaSqUEDh5NRyWc2b0kqrOR2N4yBYW6/Ua+5CtT4YzB4+Pn3ybNieJLMwYzzDQMyCWAgiGAaQAxYDJiAgCEqaquXyBYgIE0AAQRCQIJcRxljKOBeAEsj+xW/95ue/8Mrv/N6/+tFPPhACU84FZAQKS5UpwoqW5xS1qu7WjY2dZ2ezeRRlSUozmqUQAIhkgWQAFcggABhACWMCoSCIIQig4Leur56f7D16tMM4c/PKYs2ol+y8ZUwG8wTQxWVrqWloqjLzyaNHZ5Kk90fjuS+yDKUptWyTZilBYqnV/MIXPjeaTo9P2u2LNk3mBVfKohAKqVY2C0VMTMElgWK2XF3w/YlsgYXWC995Y/8vvvW+H4aMZ1wgICQIAUICQQ4ARQgjiDKaAUm5+eKXtp77nETks4Ntb3T+hVeff/1rr4/G/hs/eDfwMwBkyhkTKYeCCwABxHRSc6KVRcsyrY8+3r5377Df9xaatV/5lX9k6uq4N+6cX04Gk/l0zoncmweD/jBLUgAEF0wAiBAXPEMCQYy5klaa2gu3Fw3CFaQHifZsrzuZjoqFfLs99WYRUYksYZalKiKlYnnsTaaTSd7JQSHEv/7df/XRuz8pVyu241h2TjdtSdUZY1lGx+Nprz8Iw3g8Hgd+JBigcQIgFVIoSUBFSJLys3ieswsig+PpgGi8sqinNC4Uqqtr62/+4CcHz9oQyBnnDNCcZTQrhdVmdXNtZTKePHq693j/bDILMUblcplSOplMbNuOkySOI4xRpVoiMoYISJLEOfCm/mw6Q1As1GtpxBAE1aorIaEqrLWWY2AezqclN7dcK9XydrPetHO5ME13jttQDufzeDQFQao+2T7vXkZZKjcXy7bN57P2xmYpCmjqq4utcpgMAJNarZtfee3nTCJRAM7PLnYfPL1/98HS5uq1l+58cv+eP/HXFxZarmHABACaMkSJPg4pgMiy9HkS/+Ctt/f2nqxsLDAETkfTUeg7Nio75kLdRCLlmby+uezY7rvvbl8MuhCLUtHOm1hTYieP6o183nVOjwfeKKtVK5MhnA5pGAwpCxwH5d36sA+ZmFzbWJ7O6Te/fXf/0AMUEYwAEBmgxbLrOKRYBMvLBW88TYP0+o2lQs7J28WZP8Gy82Rn9OaPHnQGPQYzIVSWyYwBwQSCgNMMQsi5gAKYqurm7C9+8QvlaokDmqWpKqmYom63xyWasKiaK/73/+TXHm1v/+//9v+YRj6RZM5hmsSOptWLeaCbN1762sXp0Ls8cor6weHJfBaEaUR5IstgpVUnWB1OY5pJlmQpigplbRaERCIEAZbGtqZtbS6///57Fxd9CLki+6++3LxxpUBg6ljFlIGEepqCTdO97Gb373d29i8HQ59RgSAulWuQoCj2HdP43Odefu21F5/tP/3m//fGfB4UXTvnKIaGFmqOpeMsS/qTMVHlpbpbMI2Z180Xea15/awtvfHdhw8fHUZhLARAEEHAZQUtLS0QLHHKFUU7v+wyKH/pq79Uqq2EcZYkPsYZYmkup1+/fvXTj+/+5EcfyIq2stLKl5yEsk57LChaaRZeeblF6bjfG7z77r2Do85sHllucXFpYzSeJ2GaxCHklECKJDJLExolyTwUGRVAcCEEFABABICECdGEWZRzOZPFjCWhQuR8Lh/4wdSLOVIn0zBNEgBYreratm6o2nw2Pzk7r9YrUAjx2//LP//bb/+NpmtAiIxRTVM13TBs23TyjuXkCnnLshVFwVhK02zqzceT8XHnWZgMlhpmkoiL/ixLcBYmayt1iJCkMwF5ysRgEJ6fzbOUB8E8jgOEYc5yEOPlfL7RqO0dHlwM+xljCGEghKqqjuNgjMMwTNOUcx7GIcYIIig4wwRLEiFESqMEcJDL2YzyxoJz8/lStWK5TjGjcfviiFG/UnMlyFQEauXycrNMk1HCPM12B0Pw8GlHd5rtc/Hh+8feJJTlbHnFFQCenV1YZi5nVTY3W0vLJShEoVCMvOzlm7cL1cqg1+8cnT07OAo4vH9wctS+0DX5a6++8ktf/rwjZZCGaZKmHA682TSYAcQZVCfT6OKiJyBtdzu7Z22fphBHgjFNVkUaq6p09dqVRrOxvXugmtLp+Vmv03cMtZiXV1aKC61iqZyfjALCuaUr3ctAlo1ytbi3e3n30+3V9a25L+Js/OL15kJ94aOH53/9nY+m4xghGRHMIeKCEpIttuxqRa+WnMloomqgUm3NZkiT4NWNZrVcvffw9C/feOfw0s+ADGkKmeAc0kQQYsiyQrAAgEJIDcO4/dytheaCoqkQgcX6ggLI8dEx0gBl4Yu3bqyvtP7oj//vjx7e44ocpRnLWODNEAOmbn/+q7+wfOXl73z7+wePPsg56syPM8YSGgkY5hypUSm0FpozPx3045K9uLV1wy1XPvzoo9D3IaLXrm4+d+vGcDT8xp/8KYGqACkXs3IVPn+zWHAwS6OSWxx60eFpe6FaWii32ife7tHk0X6/25/KRDJ0m1F6587tq9evBIH/ePtB++LUm0UAIEVRczkNgrBWMTUFlcu1LEPbO3srK1a9ZNM4rrekQqkxDfQfvrnzzg8fp6mAkCHIEBe6pm5tbnIhev1BPl9IKBqMwpe+8POt1Sv9QX8wvFAkEc/8Rq1gWeD09KnvDRUJtRYW6/UaJPJP3t8JffjVL3/hzktbB0e7R8ftt956fzzxEeatlWWs5ocjGsU8SyMIEkXmXFA/TCCnIE2yyGc0IQRKhGAILY2YmiYpElSQ50WCI9uWcjnVzSsl10TYGM34vQd7g8EYIba4XDV0slyvGar26f3dIAFQCPEvfvO3/urP/8rUDJYlWRYjDCAClPOUAUkiiqqqumbZtpPLWZbFAE1YdDnp9vudW1ebpVL940/34hCm8bxStS3dyBdlxcC6rvYuk0/ePwCA0CxVCMznDZ4lEoS3b1x/+ZXPfft7b/74k88QBI5h5lwXAKAoShzH7XYbQogwiZOYcw4RVGVi6BpCoFotuXnXtlDOsXeetjWD2DmaKwJDt5JIgCwpWMAwwTwKBSIQyZoCHTVdW8+7JQNgczRhcez0+vyyPfUms+lkghF2y+XTk9HZeT/nGoWiW6+Ub99cq1dN79y7vfG84hYf7Owd7p2Oh7PTXv/Rs+PBZMJFulQrvXrn5q//ys/XXD30ZhATBmEqWEhpmGGIrX537ObNweTy0c6j/mxycnHR7U4N2dZkUCzZZ+2u589sVylXS2cnQ07jggNbLWdpuQIRKpeXTw568aSvEoCQihW0fq05GYP33n0sKfZFd5xz8bUVu5yzkFY4PJ08eXTeaC09fXo4GnthHJim1GqVgIhyjh36karBXL766FEnZ8t3bjWubdXzhcr337y3czxIGNSxXMlVoigdDqdxhBRJ+8rrn9u6vgywePL4+G/eeJtxoqpapVra2FzMovnlySGWuKqiK+srpVL+4wef7HfOBSQ0YUnKgpRGQUzi7JXPvUq04tvvvNfvnWmWIROdZZTCVNPElY2mSCNBuVsoeV466sfFUkNWlCRJVVlSFLC1tf76V7/49k/98J1SvjYYTzr9LsNp0VVrRU1D0fXNSrm5/GB7T5PZ7bXlaJpNY3W3E7zz3r2c6Tbqi8Pe5de+9mVFV/7sm/916E00Q3FzuST0ARR52yKEWbqCIBOcXb1xxQ9iIVJVglEwX1whiq4Ohvyygz/44NlwNBMiQxBAASBAElEEAGmWqJqaKzYYMDav36k0mt50RLNYwjwOhqYOh/3T2fi8WS/qqsTSsNkoVGrFlFmWsWzoLsDMj4Ld3cN33vlAMFJ0i8vLq8+Ozv1UzAI/YylCVCYiSWgSIySorsIsmtBsvrZcu7bZytvqfDzXVN2xNbtgDkbTnd2jnGuWy7UomBVcjXN5/3B0fDoaTqYZT8r1fKmgPL+xhBlr9+dILUAhxB/+b3/4H//Df5awDAAEgnGRMp5yJjLGuOAQIQ4FE5xIBBGcpjPNgqqthfOsWnR5RtrdEU1hHM+gxHTDkAhWJKlWqRhK/uHdHUZjQ5ca9cqVrRUs/Bdubm1tbiYp+D//6L+892CbcZizzbX1jSRJev8NpZT9lACCCwAAgsgwNMtQFEXSVFnXpHoDW5Zxchh5XlIoak4RhHGIILY0w5AzRaG6YyQslSXFsVTXwLqaYoXa+drZWXx2HmgGMS3gunoaKp3TUNPze7v9+w+fGXlSrhRjP3Ft7ee/cmuzvkGokyjaSbeXUa5KUpJENAuzNJuHIc3YYrXw2iu3LZVAyhDGgBAvSp88O/6b7//47GJcq9ZfvnNNVniYzIBMPrz3+OOPnxCoZEkoy3jseQKJpY26oiidk56uEseSajWrWisAjKceP9y7TGdBsaC0Wi0mUqRkSYImEz+KssFgVijqV1YMR4NWaQHJhYv2pFqpbm+f/vi9z1Rdc2wTIZgksaZqcy9YXW1OvGkwzza26rZFLUvSFByFTFFNVVEkwW1NTlIqK3avkx4dDV597fPrm4vDQefo6Hw8iQDS44SurjTtHBlcPmPxyLGdOAE7u+2TznAYpgHLJEIMTCjnM4GSJLGycKNWjTncPz8L01SSTZZRRgGHSFGlhUqeRnPL1F946eXtvcMnT55xigQHCCLGuIBZY6H+T3/9n/zkRz/pnp9vrK1ygO/tPpvESUJjiSWNAvnS5zcLtdKHHz+SEP3SnZvlfO2d97ffu3960ZuuLC29/uXXLy9Pzzsng/HocjjlQGDMSq651FwcD2ehP99YL9aq7nQyOTnqlCuFcrVmO4rjwCDwIRSMywACRXE/eP/oyfZRRhkXkHPBheCQQwgFpbphrWzdlLS8lSsqujroXvKMqYo0n3egSC7b7Xg2VwjWZFgpq1tbleWVKpGsiw7vXIQMgFq95vvRD998p1ZtfP7VL01nwZOdHQZgdzSCEBCMCAShP8lZupvXGY91lZgqKeZV15IcQ04CDrkkeGTbkqLaR8eX83hWrS4gSRrPujSDWSIHPuuPRkESFGouIcDVtHFvPPR8xXKhEOIv//wvf+d3fi+KAJY0AQWHGRcZEYIImDHGARMYMMCTNE1ZKmNRKVlRNh/1w5yRSxOUsiRNUwgp0XClVtBVtXcxCX0hKBCcYiRMQ+aCKhJ87mrztZdubq6sTb343c+efPT0WRDRJE4s0wQQ8v9mOBzO53PGhRAAAIggkmViapJjKcvLzXzOOD3b1U1u53QiK4MLllEcpQHlmWkZpaJpmFhSqWChTnCz6laLhq6L0TSKMm1/P9h/NlM0uLikb16ppAE83Jmqivvw8Xl36AHCOOdQ0Jqb++prrxChP356yCQkMKiU7V/+xa8+f2OLRVMCBIYyBIRlKYACQCgETjhkCLd742/82bf+6ntvD7y5ZWoL1dzG6uLm1ppqm9996yePnuwgAGlCKROyJkEJSCrRda3kugRhTZI4izRDkVX14PgCCC0KmWnyer0a+kmv10+TjGCEgAwAcV2xtiiXSqZVaswCEPuxioFMrB9/sD0Y+wghQrAkSd3uAEBccM0g8G3bqNQ0RWaabEgI1asFCSPfi1r1YqGIZ8FEkjQIc5fd6OS0p+nANqksyPWbz7/8udc03Z6Ox4JFPJ2H82EG4XhGD47Gdx8d7px2p2mqKnLJtsajySRMqeBFkFypOuVqMYSJaSmIoeOTDifWbE5Pz3pZlElIFMpOsV4cTKaSrC01lhAk3Yu+7/lBGAqErt2+/mzvdHB5sdzMFyq53aNjL2UMQhjNipa8vrFkWtaDe0+LrlYrFYBQt3e7nV7IOVtbWfz6f/d1KpLvfO+v948PuVAgwBizclGvlRZ6Hd/zxm4BqgZIkpRFUsnVlxZLEMGNa06p7HROZ2fH82pDWVuvHOwOdnc6QhiHZ5OL3ixhgAGKJIgBUCSt3lwhsoIkBKDIkgwBFQIcx/3ZbDSbzBDHCAhVgtWaXS4rL7y8IqvmB++fjsaYCWJaWhTMjw/2qlX3F/7+3zvtXARhRpn85MkeghgDqGDI0u5SS28u1i76fUJkSzdTPwEZ1SSsqaqgIgk8RWKW6RQK1cGk50epYpcPOmdhEJWcEgT4rH2ecao7VspYMo8FR34YQ0ygEOIb/89/+sM/+LccGAzIFHAmMgEyiQoiIIdCIIFklLI0isM4jhHjChSUJWmaYCRjqKc8sgzpytZWECVhOimU8ufn3WEvSKKEAyZhGUKY0liWwFqztlDOP3fjepKw3dN2fx5iJE1Gk4vLCwihoiiu615eXgZBACAUAECACMeGjppNw3WNxWarWsmfnB66pThfIZ4Pdx9nB8/muikbhgAg1XS5WHIkJSOEKZDpEjIUks+rmrX4eGc4moRphuIkaC7mXnnlpgLtn7zzcDycHR71ooiWSvnr1zebtVzR0Av50tgXp71JlAQS5ppEn7u68vKt5yQsIygwBICJ4WQEJIlDQgXy48wpllKG//2//7/+6rvfSzlQdY0AutioE0I4hJ1+t9vvYgxZxiGWFE0SGNCMy0Rx85YsSbKEMaRWTiqVCrt7FxOPUg5lLXPyRhYBfxYkUaSqWMKqBNSFmqVLkWbApa0rAhoXJx0FgWq1eu/R+aPd4yzLCAFQcM8LBESqTiqlglswDSPFgBmSqxBF0yCCIJhlrVZt/YqL5aTbGx8cTMcjeH4xCOLpSrO8UMzfuLm2dvWqZZU/fPfj5dbC6tLS0cHF3kmv3fVGfX8WZH7KZizmSEgKZtHMkDjlIPPGaxW7WsvJJi4VZB3w6czTc+UkI48fnx8d9lRVc4qOpKvlxcXlpVVbtyoFV8ZKMAvf/+Djd977oDeZAqBDwaGYIZzO5jNMTEnSVMBVGWBDdQtu6EWNRrXXG5y1zygHimrzNHNtvbW63O5fnHbPkjQTFCMka4pMCGCUprGQCLQcLcoCRhMkcCmv3biyFPppdUFeW6/MvXh/+7JSsa9cLUDG5tM0CpW9Y++zh+3JDIcxNx1ZVdF0OEVEBjAjhLvFPBRoNA4oBVBkWeZzlqmyKgAsFtf6AAAgAElEQVRXCLEt5frN1p3PrUYpe7btddqJrBppFnjTHktCSSarG1t+SMMQzSZROJuUiwYGvmOivIUFjFUjd3ja8cIwTWg8p7pkFB2nVMhBkKTxzNQIECxv5wxLHwy8UQAOuwPPmzaqRYWQlNKUcyxrUcpOjjsYYkG5rGhQCPH7//J3/98//ZZqVgRSKeepoBBwTIEQjMgiZ2nNhSrAYmd3dzwcKUQiUPJmvh97kirTRGAMlpfLVzeutnujo/N9RVGnk5k/TzJKueBISFwICCmRoG3qhYLVqNcvLwdTL9A0Y+77cRwFQSCEgBAK8DMQQIGAgBAJJGV4oS5/4fWqpqHxIDU0/PzzywAlRHXuPvQ+/PBAluCLL6xjnlyed+JUmDk75ZGkEsA4wdRUkUKAlW+enKe9/viFl660L84VVXLz1e7FfDSY1SpFFZFk6t9cX/vKay/qGkyDxAvS0uIyJ2ocpRhmXMx5lpXdhTiWn+wdjOfzMIn7o6GfhH4QbGysvfLSneXF5sHx2b/+N/9uf/8QYSmMKeOAEDIaTyEECLOUxRCKLEkFgESWJUnK0gxwQDCWNQkRoamk1XI3NlpBJLZ3jyfTQJalcrk4Hs38uS8Eh0AggjAD9UKRcIZQ1FxujqapH8SNSrGYz/dG/v7pxWg0ztuaaWijyWQeJY5tPndzs1nLe/NBlmZJSBkThCDGBU2gpmtra8X6ojadh/fuXjx+1JE0zc4Zjq7yMNzYKNYWaoqa33ly0FoqbV1Zx0i7GM6nHj8/8sI5VjTDzyYhH2U4yOJhq2SV8rX22UAiJJzPk8i3DLaykCu5JOcollOAsDCcyme9MEVyChSsWGEQX5zu39ha/LVf/kd5y3n85MmHnz345P7OZX983j4LAk83FAIRoDCLqURkJqhskEq1qqu2ruoA8CAcA5i5laJrOb1O78n2TmfQBwQjRATjEGCCMYAcAoGhhAnmQjCWWLYuAIsC/8at9Vs3r0Wh58+GeUe7PBvpmvq511bicB7PWb87T5jwQnJ8kg4HsW0QxcSn52OaCcFDVQGWrUMA4zhgPKOJEIIWS1rOVRHGsc90Q1tZq5q2LEmIRuLydFgqlwRgvcGl71PTruULi0GMB6NwOp66FnctqkuxbSsaIrNxz8w5nd44Fsh1C+2TPuSg4OiqpKoqUTWiqHIUzQCPC7l8FoOj055PgYCsuZBXNcmP4sHUlzQniPnjJwc525AJhBBAIcTv/6+//cZ33jALZdWwIVIIlg3dsCwr51qKxKbds9ZCWSD0znsfAQBkWTZN+8HDvcthL1/MTydzBPDqcq2Qzw8n/s7BPiGS4CKKU8FFmqaCCwgAgBwIjjAolfKapg0GI8YApyLNUgAEIUSSJM45wijLKIKICcEh5IwjAcoldeNaHsHEkOVm1fm5r97Y3jk0zOWUlr/5zb+t19BXv7ymY04TcN72i7XCcOodnPQ4I0LEbhHFUYCJSojt+7C51CxU8icnvR+983AyDVqt+s996blry42CrraKiwbRGU8YAlNvXqoWDMsQTIKQpTyMOQkz/QdvP/rhux/PkyTjMKFpEkc8jW9f23zh1lYxZx+fnnz7O9+dz4OM8fHEo4xxgYSAEAIAGMJACEEpE5wDiCCAAHCMAEJAICggdGxjcaGsaWB5s9EbzTKacEoiH06G83ngZ1kky0SWiaBUI5KGNVmihqVO55QjVMqbRcfUVN3z04PD08211Uajun94MI9Cx9TzObVed0oVg/Ks3xsqqiZLar/rXZ5PaAZc19i4VqaCnbfDg2cjAYiikzSN+xf9526sfOHVF4J5+ujpbkK9G9frr3/5hmk0Kbcjn0vIAFjbO9r/8Qdvd2edYD4pWvqrL14vuwuPnvQefraXzLqrS/l8xckX4PpirljI68aiZF3/4Scnnz45zijyZmGShTybmiT9pa+9/vV/8POagryZP5jE7/zog2/++bcimiq6JmEkI4gwQBLJKJeQZOmGaRnlctFxrDSlYRD2ez3NtAbDyWd373vBHGECgICcCQYcR28t5RzbmowDRbHOTrue5+XztmaQmee5Bf0f/vKXBYOffnR3fashOIzCcG2zMJvM4xlzzdo8mAsibNsFTDGI5UXZZ08OLy/HSRKnNIyima0rzZJTLplBQlM2u3KlWCogguXBQEzmYanqAEZCf+pYsoKFLFPT0oNQXF5yzvPrW89RoD54vHPcPtHVDGZznmUCaXQeu1pm58lo6mmavbq84k2iXrtnmJhBEsZUM0zdVAjJCEktVdUlvdOdeBFTVcmxZUQ4B3DipylDnh9Nxl6xaJVKiqoSKIT44Ht/sb//SM3lJUmPY2EqduAFAoGFpcawe/zh29/b3FwNKX+4d764tHLZ756dne0ftKd+QBnLUkqw7Fja8uJCf+idnnct28ISDsNAcO77cyCAaeiWaY7H4zgOCMaYEMaYEIBzAASHCGqaJsuyEMI0jannAQ4450mWcsERBpIm1RoVyNO1pnH7SmF9uTCeRqpWCWJ95+nhYkspuHG1qBuy2mlPFZ0Vqws/eHPv8Hism7LpwiSLAo8X8oWbt25QIaYe//jj448+2raL0quvbr1y/aqIolrRfP7qC5ZUlBRMQTgYX9q2rmsmFvJ8NskgRWbhb95+9Nc/uDf2U38+T2n2UxgBFkU8jZEAMkIpjeeRzzjjQnDOBecAIggJQpLgHAAAAWCcCyEAABACAAQAHCIOIARQ0nWlXinZlqw6yAt8iHitVvW99OSwj5AEAIAIMhpTmqhEloFs6ARLiAmZQyBJtJjXWs16muFHD59hjmrVynAyzgTd3GyYhjqbzywH2I7GqFAVqVhyK8XS8f5od/sEIlpuWG7RHQ6zu3dP253JdDblImksVH/9H//9tcXyp5/d2z2/ELJo1fFrL5VqpQXDqBp6KfK1x08u7j7Y++zBg96snzGqqezrX7t1c/3KX//to4uzWUkX6+vFXjRXDXBzxS3nNTu/HMtbH+7OPnrwLJpPaqX8nVee/+CDHz299+lCvvA//cY//cVfeJXSEEC8/fDJw/uPLbcMsIQItExVMQkgSJakaDrTFEPVC92ev/PsrH3Z88Jw5s+zLB32eqdnJ1SkRIKcJgrGuqpWivlK2VhacVQDrCxv7u+NPnzvsR/M1zfdK1sb3niq21mS4JOT8ep6w7LzH350V4iwVHIc3Vkorj55fMhx2lqpiwwX7fLlNHv//tPROGCcJtEUsqRVr5Ryaj6nIUkZTS8qBVjOUcsyc27r4GRy1hlHQZpFXt7VqzWz2cxzIbwxZZnT60eyXMyEdty56I3bBKWAxUBgyjUZkrIrhcnQm/u6YZmaBYQ2HEy5CGRCaAqRJGEZqSpwLJVnSb1SAAK3+zMCIWeZoiIsy/MwTigbT31VJa1msVhA5YoNhRBnT97rnh5QqE5n4e7Os2AWsowKQBcWq8WCSUDmOM5Jp3tv9yymZDiZ9C4vTk7PpvMozRgAHAJgG0a9Wj4978z9WNU1IuE4CiFElDKMoWnohqEPB6MkTgGAEAIBOAAAQgCEEADYti1Jku/7CGFKqSJLmqL7/sy2FLfi9oYeh0iTwa0r1qsvlKuFnCI7YQJGk1nKU0SYhLOMRq6tNIquAH6xXN1+kv343W2sIYYzWTNtqzL3AoyhbhiX3dn9u+edztQqwJu3mi/dvFG0TCjiSr5w59bLtm4m1Ds4edwZnJRrVUPLPbn/2M4Zpcbyd3+0fXe7HyXgZP/ZbOoBDhXZ4AKlacI5AxABQAXlAnIAGYSAcwYABIIQSATnQggAEQBCcACAAD/DAeQCCgAhgEhR8NXN9TSNOQIzP/C8+dJy8fmXliej4OxwmERKFKQMxrqJCJcjL9J1QmQSZwIgbFvozgsbHKLzi8nhQYdGmW0aMYszTms1e3mxmYSs0z5aatWqlYpERBCNV1fLxXxpMk5OT7vT2XR1c5kz7c23Hm9vn0dRpOrQMrU711dbNXuezs8mc2jolsLyqt+oK4WSZRslfybfv3sehOKsPQxSPp1FM2/y4kbj1sbqweUIcVK3dE1jHX8CUbJacTXEObRDvLI/gOeDSdEkeUv+4ldeYSL7L9/4i1FnsrLY+h9+41duvbCuKdDrPJlcnGtWDcsOJjKlYXd6OZ5NOWD9zgVCOhWFjz89uRhGFEsZEpKKIM8Szzs+eTYPx5THbs5cXW5eWV/hSXrRbhtmfOO5ar1R9T20vzfqtLvlinH7xjUFcwY9gLX9w34QsVp18bPPHk9nI1VTdKJurm188vHeWWeQCZFEacUtZ7pzMvKQQCz0eDKSINA0VdOwbesAcAzTapEULVwsOZWFan+cvffB0XQc5SyoapDIoFjKJwkbdGeOlZdkw/dgksnjecRETGAgwWhjrWmZzqA3oDQ1LQVA+bI3CuJk7IGYQoFiTIUEMJZlygHNUoKBKqNWo5gk2VlnRBBWJGRbOhO8OxhJuqTqhpNTbt1sKNLcdW0ohPgP/+YP3v/B90zTyhcLhuukXABIFTm6enO12ijFcy/yg9Pz3scPdynFgNsPHu5xHHtB3OvOGeMIMQIIQWpGk0az+tLLLymy8uD+g2f7h5RSAIEAQAjBOQcAQ4ABgAIwjACAAgABACSEAADSNIU/g3RdLRWrk8l4ZSl37dbmw8cnh0dtRmmzot25Uaq4GmWcSLIkS0RFiOiD4fT07Lxawrc3a2srDccupKl62r446Zwddy7NXLm6cGV7+3Q6iZIIsIxzxryZN52HhqZd3XBrhRKEGBH60ovPB3N0fjbw08nF4EB3LEGl86P969cbt5670huM9w+7LOOqLMJ5HIYgS/TuMDo+73vzWGAFIUXCOueREBGjEaWp4AAIGUMseAYEBxACAIQQ4O9wAIQAAEAIEERImIYmmMCyFidCcOgW8Euv1ZdXillkffr+yfn5QFKApkFJmCABXPiaIXEkUQ4ITL/8pZcPz7vvfvKYcigjlEQhIBBgDHhacPKIkiwLKkWjWMg//9x6nExUBa6v1lTdHo/To6NOuZ735uG9u93PPjvhjGom4ZmoFU3NAKWaq7mql8zm43hwMWguqVtXyogLJJBlKIut5ps/eDzoc01zfH+mQlhybdXBhoGaRS2fM4BEJGxFc/7o0RPDcl//xX828km700Y8nvQvBQxf/+rnBoPuwf7+3PfLxfLf+8VfWmqttB+/6V0eymqDc2c6nW0/vdsdndmVHFGV6cgvlZtIKf34/afnPc+tLHCixFlKQy+djvrjbpD4DCSu61RL+UajxNOEBlxXsGGzxoIDkDg9uVQkK03J5dllo5p77qWWU5Agkrwp8Kb09HhIhdg7OrRN5ZWXnz/anzBmqIbNQUoES4A08tPUT6bDPk3mhmbIiu5Np34wzUSoqKxZcxDnxYpTb1myqn36afv82MdIxNRPszRjQJLVeJ5qilQu5qrFCpHtySwJglnsXVRy4NqVWsG1Ii+M59PmQsPNNfZOTrjM27342dHocjD1Q5ZmnAGBZZUmlGaJQkQ+pyKMZgGFAssQ5R3Tce0kS6IsoRzYrrTYUmyL5a0cFEL87m/9zw/fe/NLX7zTWKylUJz2Rn4SJ6lHBZVkQsOZpeF83k5SFk7TKFQf7p5s3C4zLn326TkE3NCl/sUsDaVbz139jX/2qzdv3OICnp60v/Enf/bWm28FYSQAyjjlXAiAACAEEyEE5wmAAkIBABRCQADBT0GAMCY/o3GGynXp+o21OBYn7fagN+IRrOSMUlmYOVzIlTgFiiJURT98dslQ9MLztfWm5ej5OABxGpWqlhfE44k4OBnvnI5mSXDj5lIcsGdPerYJShUoK5qrF66uOTzTo1SPYUQR//iji4f3+0CSOEloBiGHIvPWlrSvffW2qaTDfqdQIOWaqmqEM2HohekUb+8OTzt072CuGQtRAsfTSwRTb3oR+DPAIeCEQCJ4IkAGAQRAcCDA34ECCAAggFgABAHHCEAImUAAyLJE8gXUXHK2rtbdfP2H33/Q6w4VlWRRpuFcrViJo55uy4ruDMbjnKXcvHHrh+9+9ux8AJAQWYwQgAgzADAElmqYuqGqolF3lhfLssQWFsxnO2dbm0tXrrXancm9ewetlWoG2Pvvtj/5+ABhJCuEZlhWRMYT2zS3tkpuiVmme3A4zFVFvZG7OOnH8+CFm807L6zPPDEZwrPT+UV/zAWsLpYgzoSYvvxSEzEx74nuBbv/9Lg3HlUby6trt8ul8vPPXdt++nDYP/OmZ6WKYdvOYDhJksSy9PXV5Rduv8zm3UlvKEsLgjuPHz08OblLecyRtNgqjtvnG+ublcVrf/HdDz99eqjmyhTrGQMmSXKKODg6Pul0UkYxxoVcXlEl35sWTatWKcTJ1HTEF79yXVaEYJLjFD56b9ufJMvrtmrMTVNqNa+cPMu+8+2PCtViKoUQR+uLSyJ2Vla2tm6sFUtG/+h4Nh/mXTefq4cRSJJMQgZBejDzZrNRZ9J//OzBfDbzg5TyoLKALROdnyS9Dh4MAz+dZTSjTAAAAUeWpmyttr78xZfbncuHT55BAFg43Fxy15ZLg+Fk3B+tt7SikxdUidN5rippVnE4JN//8ZPPdi/9lDPOOYQAcFXGOVu+slnLucXH2xeDgRfNfFPXms2yW8phGR+cdOIkqTdytikZmgWFEP/u93/7/R99a3WzmjHkzeDe/sALfUXDwTxRZbWSI3eerxaKMEliwAwqCjtHnXzJLxclXZZVWTCG4gjl8gvXrry2uvocBhrgRCA8mk7e+P4b//Uvvr+3346SAIBMgJ+CGKsQEMZSASgATAAAAcSCCAAFEhAJIkEmMOOSYYLFZi1LKIQZQYImDAouELVdc7FWJYBimAgOL84mphW//uVrpmnt7nYzppZrSqMuCQqSRP3Re4eH7WgaRgtL6tJi4dmj4Ww6WFsxG/XSylIZcUnXinsH8/4knYSznf3LmS9lLKM84wzIiOdzopgHa8tVXdEuO+3FRTefkxSZGlq8sJCPY265NoD5ne1pHOYePO6dXYyIqo0mk1qp4OZyj+4+8LxJxigXDEIAEeSCCyEAEAACIIAAAAIkAABCQAj+DsQSJqoCN7fqn//idT9IPvlof9KdVAsmz3ixmLtz+8rpYXs4TWYZH3qDRrWikNxnj3e9yBcgFYIgrAOQCZ4iDBFApiy3WoWbN1uqzDBOy0U9nPvrG4v1hjWdJtvbHTNvAZz7j3/81uFRV9UUAECSci4yVTZ0xXIL4OoNq7lYOjkenXXG5aZTKznZ3NdUsbHpLLWWRkN0cuJFqfJsv7u3exIGsZNTv/z6rbPT86Pd3nSShSnTDbNabqiSdP362q1bq2+99d3ppJ9zFMNw2hfe2PMLeePKVmNzI7fY0BQFMloJxrk0ihAcQGlEJFuAcr9zVDBmt25eo8g97IQf3ts/63pYKyimTdOhgqLpOLz/cC+lOAhihCEkIE0iCfD1jWqlZiTB5MaVZrPmnh9dWLZcXGj0h3T78d7Kil4ug1q5rCuLP37zyI+Z4aqMz0uu0zuN5+OkUrWvbrWGF70sGV+9seYUa6HPAp8CYsiSTlkGsYASevT48eHxmeoY3UGHYO44RhjzMFLDCAfhPI3DvGVATkXGKrncla2teUI/+PTBaOStNiquFqzW1HIpfzEIg5hSFnpTqimwUlAcTamWtVLROeslP37ce/fe+WCUCMTKNWNhIadJsoL1OGVjbwQhSvzYNnXH1obTCYOyH4HYD00D54qmkytAIcQf/Mvf+ZM//Y+6QyDG/V4WzDGDcS5PKmWn1bBbDWl9QzctdHbapZnNROH4vN8571g6u7JVzOdFmqbVSm5zY3nYTWlSWV99aaG2zgUOaNSbDr/ztx996y/fPjjcEyKDUHAOCZExlgAQjPGMUQE4AogAiACEWEAMZFVKKacMaiaSiKQr0M1JhbypK/be3nkQQ8sxCo6sYEowNQxdJmKhqtYbTphI04ACCc9nk3rFin3GKDltz1IoX/Tmo9Gw0bBkpA+6vZxjEYycXBJMsmarLMnuT947HXkBQyBOYZoAgAEEmaaAUpGYOlhbWtHk3NOdY8aTois5DmguKK6jURpXm3aaKHvPprevLIgY7h3MD86Cswv+0suvmLa9u7Nz//77M38EAMgywQUWAnIqIBAQUAAYBwIiBAAQAgABfgaCn8IEE4RUBeQLlqoZCBAVkHpRbtXz5bopSSiYASy7nd5kOg/iiJ2fexfDieePGacCSQgrBGKIKIUxIdCStYVauVI1k2C2vFzSNdRadG1HgTBTVSWK6dSPu33y3TfuHxyeQkw44AIAKJCEVQSJaaBq3Wo2y950mLD41p0NyGDkJUCkL3xuUVbMo30/zQSl+P6nBw/uPWMUyQrWTWU+99KMQUQgxARLikRcR//SF19M02A4OisWLErh8XEfSlKplg/8gYJQa8Ha2ipaeQJ48YdvHMwno3/49ecFii8uksEIXnQ6N64VHdsYT2NIdIS1OCWS6vZH06dP78kyT2J+eNTRTTeMEj/2IWYSQQiAStUqFFWVyJaMlxoVfxKMBpdX79wYetmjeztuDi61tKtbtXyuxIXe7U1GkyCfc03dfnrvfNybEZIpEgBMhhghhSSZ4BmgDPe9+dwPYxoDAVwbLi3qSJISIF0OJ4P+JA4EkhQoS6ZpxEFUypmrraqGcepHNIoKbqk3jSfzqD8Y8jiouqSckyxHD0LOocwY6A8nkpzVizYMJVNjTp7JljXwle+8tdO5TATB9cW8nZcno3EUMLegX7lWcnNaEkSWbrCUdjo9K189PumHsyiX15yippsOFEL85v/4z//Tf/4ju6BLspwlGGCNsijvkkJebi1qBUeJg4lE9MmEBgE3LS2OA28mkISKZcUws9YiWV6wSrbiTfuOtaYqTVNzgpDsHbSJqZx1wrfeeXh0eMYpDIIIIbG6vlitlLZ3DicTSgXigEpIWBo2dcmxTAQxB/CyP5iHoWogVVVtS67WlRfvXJ30sw/e3U8ZlrTkykaZxumwPylWnNs3mwVb8aYDiI15zMIoCPxwfW3FnwWD/iyIuJ6X/Rg9uHuiKDiXt8aTSRCAwI91NXF1eX1dW1xe6Pbkd3682xvOACRCqFhCigJFxiTMTF3O53Iry9WIBt5srCuK4KnrgrxtqRpYXM6HEb//qP3yrcLzGw0AzYvL5KxDc4VGtzcN4nR3Z1dGQiZqZzA7Ohv7AU0TCgFFIAOAMwghgj/FuRAc/AwEAgiiIMNQMUKAg7xjNWrlzZVGs4SWapaqGDsH/U7PrzcqaRgToM2iIATRaWd28Kw9mwV+EkMiKcSiLM1QoCmkUiyYujKbTFeWGmsrtTDwymWzVnOTiFIWWQXMuLL9NPjB9+92LrocCQERlnSCNASzxVa+Uqn4k0BWQLMlXbmelwhWsVut1IIgeHbYfvud3U4noCJjjCdJJjgCXOIMccaESABiUAAAsYShZWmWKS8v1aFgaRrW60XL1p88PZIVZalVoTQ8O7lQZXTjZjNf5NVy4+QwPj2+VHT54KR/fDSZzCKEoWUqnKe2bZQqrqbqLEMZhcPh1A/mSRL5YZSkgigaIZiCTAAOBEMYSxjqGnHswmw8qxScctGOIq/SKEIECRLh3MtZ6Llby4NBTBS4vJo7Ox/TxFSk0sH2JU0yiFKWUpZICZACTmfzMImpHyXD4YRyiggWLC3q9Ff/8XU7b3xyvz/02On5+aifCCRJKpUIIBAt1kuNakEjCuSAxjFPmRCS+P+7grMmuc7zMMDv+y1nP326e3qbHTODGQAkQYKEYkleymVfpBLHF07FiVVyqly5TOU/5DK5y02qkjunypU4JhXJFdkJScmkRErgYlkEKRDAAAQwmK1n657eTp/tW96ASSUXeR7Gnx3sl6oKAxdJ+x4XHJMwdDgvrTIaGLAkCBiq6XyCvqzI/eyL59MZ08iFw5ERMdVajLeudBq+QMri0G3Wampe5vNsa3tjOLo8PZv6nhfHvNXqIBF99zt//F/f/HMv4FzwuFZPklpWFNZCmeWtlvS54zo+57LUedik7a1uK3EZurtPz4XLosiurfKmj6vtIFMX0vXztIp9LMt4b08wf/n+47NHT07Go3I8LMaj1HH17/7929/61u0f/vcPPr/bt+gTqsCndsNzOdWTWCAfXIxOLgaF0dJlYVATXPiRurrdHV0Ux4cpcGotqt/6jVequdh90G90/SQWgspWXbz+xiuPdk++enTMmN6+0QlCZz4r9/dnYaO+fzw5PJg5TjCZ5eeDi/Eks9ZJInF93V9bAzdyNzZe//iT/k/e/1IbYgK4gwgMNXU7jYV6VBYZCgzrrhS614zDQNYiDFynKLKwAdxhs5mOI9mrJ1QZj7vI/MtxPppMk1oAugrQDYJ2f6R/9MG9u/f381JbQEQgsFwg58wYYy1YAy8ILogDczBOAslQq3JtpbNz9cpLV1eXEmwENBtTf0iHJ7NZet7wHJXhyfj0d/7gNrLgy18+zLLq/pPzpwdDzj2A0nAtuOh1moHvTi9nK4uddiuOQn5xfr69vTa4uNR2cu2VJaAwn3feevPd49MzRYox3mp3680aw/L3/uHvjIb5++/9zPPt9ZdaN1/uLHbDzY31fn8URcnhUfVn//nOycW4MIWxTJsijkIyLE9NVWiweRRJBjzLSsfBtbVeoxHqqlxb7Uwm47PTgXS8qrRalQvNaHNz2ZV8nk0XWoFwZkuLTdftDCf07o8+++zzo/ncMo5ckBSMyLiu02g2s7zI89wYbaxiTJjKGm0AOTHggnuBrKpca4VMIDDBpeCeVSg4BaH1fCMdT3K+caXlcuVJdfvWdjqDSTpe25JS+OW8+Xef9IcDFflepbIsU/kcNHqTPJumk0qpsirIGsflDFFXKkTzh//4NTeUP3x79/yyyMtMKzRo3YlwbWEAAA9xSURBVBCisAbGNOphu9kgA7NJWmblfDqXXDquyFWmEUiTg9KXdqEm2o3Akb6fLGSFODg8qkUQReEkM4eD89KY4XCmNRCQ4BIs+pGz0PN9T6iUCVRhxOPQ1VnpCf7yjZUokWeXwyzLe41oY3UNieiP/+g7f/G9N3vtBT/04zhwPcGkPO4PhpeTtdV67Ada0draxpO955O8v7nWvr7RUBruPTxHLj3X3r7V7tVZt8mnxWQ8LRdqbHsraDRWf/G36t4jvXc87w8urWaHz4dGUxDRzdeXv/nrt57ujj5479F0ri2rOCs9rkJPWLJlWemKDAExILCSR8ZwZVIhdeC5XAQGVFyDjdVFMPLkdLi43pxMh6Hj3Lzeu3G9+/jBk6QWdBcTTWw0yhlT0zEdn+q7X+4VBbhuMk2LwfBcWUUoItfbWfd2rtW4Q73llXSWfP97n15eTphjGAckyUF0O416HKbT9OxiFNXrccx7bba6FC+2PbTO6em40eZBzfGCeDQac40+yevb112//vZ7d2bzydX1hXaEscfbzY4Ttj5/0P/47t7DZ6f9iwK5hwwYU4wzBJbnZVUqzoTrBobAMiAAMIahbrb8VjO5eW37xpVOwMuywHnOnMCZpQfdVjMdizuf/urVb6ytrycSy6TWev/OwV+9fbdQJfGKhECG3YWGENio11rNuu9AGMo8HfuBZGgtzjavLofB6vs/3v3wwy8MCekyR9h2oxkvyDj2Ayd58GD/9PzCCURvsXFlJfi9f/D62mrv3XfuLK91trZv3P3V+d17zwbDUVUapat2Kw59bgrIZ5VRKml4SSu5GKZKF4yZ8eWUDL/56jYiPXt6NLjIPUc26qzd9ldXWq7rZnkRRKHgKqlJlPHe0fztd+4eHKTGMLKKcyslGqWNAeH4SlsijdIiJ6usreBrCEQgJWcMlS6RIefCGMuZIGKcOwDWcVV7sWEVlwhXVpuqzLY3a52OZOgwabg/SaLQ5Vd+/Paj/b0pgKiUJStHs7SqeKURQDGmicp2K0lqYVmUk/GsmGbdtpNXZX9QWsaDQLquk6vCEAG6SmkiwxEZCmvRaGaJAViE0nHAczhaZMYK0CvtuJlEWWXrvcXRND/Y76fTqe+HJOVgNlDKcuDNur/cbTiM53NVVaa3WMtNdjkzpVLGmjDwq7zwpei1a0niM68sq7wmeT1MkIi++93vvPkXb/a63cAPADWA4dI5vxhrQ6srdYfxbD7bvLq5f3RxNjhtJkmz7o5n0/GkktKp1ZztzWi5x9dW3TDkh0/mVOWvvFxrNDoXl9Ffv7t3NhYH/QuylKWV7/tcVr3l4Nu/+YYvuz959/6D3SeaMqNzZqogcLQxRaUAJTIOZBAJyNGaMW6EJMYQGQJnYeD7Qqqq6CwFO69sDQb5sD/0pY0SwYGu7zR3Xmk/+mqUZtTpuOmQDc7Z+x/enUwKskhQWmu5w7kEgdhOvK3tmhfZ7lK7zJMfvXPvcjwBQASJhAwEFyzwPAA7zzKQEIYyqfGaL9aW487C0tnpuNOL3DBO8/zk4LlLpp2EL7/ykogaf/Xex9rozVbScqnXTZrNuFmPGROzAj97ePLJZ/uXMxReWFXZ5WhU5FVZVkppzl0EYQwRAyE9l3vC4UldItPM6m/futHr1C6Hc0bQ64X1tpK+rFR0uHep8vNWnSVByHj08Fn60S+fH5+cF6YgySxqR6Dv852d1aVeZzoara+2Fpp+/+SklvjLqy1d8oP94qc//WyeKteNmu1gsSUDkFHiB1H87NnJV8+PCEVa5q7rvH5r6ff/0audVuvDn9w/PBgg46NpxT03iGqqMs+fH5Ept7c6y4u9cp7PxnPu8vZi+9n+8Ox8qKoiS3OGYqFdEw6UVZXNlQRRr8mN9QXfheFgWhlqLzZ7vYVaLRnPq48+fby3Pxpepmma67wES9YaIiS0wJAICQiQCAGISFtABCJkQjBujAUCZCg4GEPILDEjhOe4Moz5S69uFnNjq0oAqYzWVpNsflKvJ93FVr09ay+4Dus9+HJ2/975ZEqHx5NZWmgqEF3GfAAFlDuOub6z+tLOFhI+e/5879nZdDwOQmd5azGIPEams9CZTPMv7z8/Oh0oowGAATLmIHMIXENgUXFpY8lDDghaGd1Ios3lFYaYluXi+vrjp3tffbVXzCsEZsBoZgQIAbDaa/zGr72cTsajUW6JrW120LGPnxwfHA0Khb4fEOg4cn3pREHIxZwjxaFcWlpAIvqj7/yzt978XhSHgjOlKmBElhmFAFJ61nXAD/jrt1+uKj2ZTADZeDwfjydSAkNaXU18l3GkWhJIYUgppvjLLy1yaVCEDx8Vsyz85eePT08vgiButpqGZu223LyytNLb7B/Of/Tex6Px0JoKiDgiMTRABIwhQyBrtOCCcYmMGANjLBExgVEQcUBraXWj3llpFhl/8vDAaCVdQRYbC/L6zbYfBfM0X2h4gWh/9OHju5/vqcoCGEAFyF7gEqXEwJO9laDZZo3EDYPOkyfT3d2jLCUEiaAsaQBAJEKUwrFAxphWMwlDGYaw2G0bC0kSFyU+eXqo57PYhWY9Wt9cS5XqD4a+J2oCmp5cXlnxwoCZTGBVr8XEmGJORQuO1x3Piv/y5z847Z9GUVwq6wZ1pajMUy9gWxtXPBlmuW60W24gHj/8YqWb3Hp1a3f3many6xsLf+/X1p9fnN97cLjg1VZbfreZzDOelgZ48Hd393/2yb3zyww8UVHKkXXaDdfhtcgjY75x+0azERwfHTTbwcbmxvlpev/+0cn5qJ4kAKDV3JPVUmvhyvoiIypL6p9fFNqcDsa9xdb1qwvXrjaTun/Szz/86dOPfv7wbDiUQdDqLFqj9vcPLUEcO74vBTIwZvPqplL8we7+rEildOI4qiW+5+qqmiGg78ekCZTe2liJovCLzx+DoPZSXUhRVTCezi/H5XxeZlmWZwUYAovWAhEgJ+RAQNYCERAiElhrkDOywJAhMAIEZAAm9IXv+fN5VumKc540woW2111KJmNVzmk+myKJ0PUYzldWu72lKIpn3bZ3Ze0qUvP5/uXpWfXe+7uP9/pMWCHcyK8xVK5nmwnfXG3eevVGnquvnh89fnbeP7rotpKXbm44HpZZydEbjdLdR4fD0awsK2MMADLkjDmAUluyqKXDQ9eXpAEqxxXNRsN3/ck45S5XhgaXl7NZag0RAJEF4AyRM72QxDdf2R5PxrM0S5KoueC2F+rnh9PHz84maYEcvdBZWmrGoceIz6ZDhpQk7spaC4noD//pP/n+f/uB6wnOeVVVnHMiVCUBSnS09EBKt5nUlpcbq0stZPbJk/7Tp2fKVHHg3LjeWV1qVNoORub4eBBFerlb77bjWZoKGWntHB0VX311fjYYCEdG9bjecK+sxFtrrSQMieIfv//5r77cBSL4fxgCx6XFnhTi+OBQSukHfl4UQGQtcUSjjet4iFII6QUir1Lpcq2xKhQHMmQVo7jOtreWewutWuRevbr1Z3/6zuMnx/D/QUSBXMDian19vRYHDMjpH+fPng5mM80YICpkKKWjDVlrOUoiBDJh5Ds+JXUHEAnAFY62OB1nLtD1q4vrV7Zeff32Oz/+m0cPHzYSp9eud9pJvZ5UlhmrVJVJo1cXa0nDn0xlb/F6VbF/9+//VFe60+llFbSXtxda3bOT/dXFqNNOJPeVdvqDSUXW6qmg1MH5dDoPw3Cz597Ybj27OE/ndqvTdU0Z+aFbWzDckrJgmz/5ZPcH73x6Op4ZViDZna0d3w339/aszdbXe//qX/4LY+YffPBzPwpcz//s7qO9g74QEonpslJ2fvPVlW/d3lhMktFFPp5ma9udeTHfubrRiLxsMpC+Kszs9Dx7cH8wS9XlqJrPWDUvJpPMdcM49pChfsGU2pjxuBjN5nOdV0YIHnmeDAP0pPVdD4EZXfS6yWuv7gRB8+13Pi1UubyxfHjQ3987rioDiGCJrAUiRMYA6QX4GsH/hQgvIIC1IDi8YOFrjAEiY9Z3uCudsiStrZTgeLSy0qq3agf759NJ5QasnvhFqgPPaTbD9Q3hO1YwunFtNQ57w9EkK50Pfnb0s4++qKwRTHqOcCQsLzeWW1G77q4s9Y5ORk8OBgcnw/PLkctE6PiMIQEQA01Ka2BWEsFslhprEDhDToQElgCYcBzHRyCHk8vJGlMaKirDOSpVGlsBEHyNwdckACGWUkjfDwzo5kLy0vZG7KrQYVr5Dx+daLCVruZ5FoQO2NIq7gWO70vGTC0JkYj+5E/++VtvfV8IjgwQUUrJGSsKS8CIKeYwR0amsrVQBj46kmeFmc5yZOB7cG1nwXdcFM7+wVA6bqfHrm0ntTAeDorpmPxYzafxJx8fHp/2iaMTuXHkbizXr2031pa6DJp/+cM793efAMEL+L8BZ1zw7mIn9Lyz/kmllJQO58wamxcFAgJRt91zHW82z5DReDIkNMAlGcsJNZBhGETYazV+85tvkC2lDP72k0dffPEQEAgQ/g8EQEQG0uNJM6rFbiBlWcDZyXieaRQcmeHcSul4Xqi1LYtSKU2EtTgOIzcvJnHdn01TsuR60vV8MNYB+403dja2drwgee/9nx8f9us1udxr1moe49aJGoUxWZ7peXplqe4w2ns6eu3WN5NG86//50/DsPb06X5pxI3Xfj1J2kU2btVRMu26UaXl3Xu7w3TUqPm+UGuLcalMVUI3Yo1Qj9Ro7cpK3XEczVY6V6a5zfTYl0ywRmrjt97+9H/8zZ2KCrJUjxquDC6HA2vy3/7tb//bf/Ovf/GLO//hP/6n2bwoK5WmVaWMJbLWMka9RefW7fi3vrG5s7qRjovLyyxs+vNi2ml1HSGsTt1ApcURcSVFBChUxedjrlLjQNDwk6QWAkJW6rzKB+OL4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9q/v3Idyj6Nwd133L7n0SdawlipgLaEISkpKomapEGpJBBkTC1GAgGhYDC/qLQuCTUwpOuSFgRNwphaAlrFkFksW6PXayEsEdQwJkqyuFgW/V7jKdQuKQqiDBYHSq/XuhZFJRHUhcXqdem1ACUy0mBhcRDS6zWVJbKwWMZAwpISIdrrdS1hTEUXFquUJwnada3f69DCSjbtt2nl6tUgYAIE1CoXB8WYCqSl3zVBaIyojBUsDkqY7XddC1ULi7V3sfq9lgQNE4KgLA6qJa3RiBaQBFhYLLVrWQIoYsL8wqB16SWAIAKLi1WlYNKfmelNTaV1qEkvtJZs2boNqKokCiGMKKWExrIqmdCEMbWBoCJgEkFGprq2+PjjDzywJwn/dGq/363fuGbF2nXTq9aT8BRJFh97cNeuO6tYUiqgLWFISopKoiZpUCoJBBlTi5FAYKAlW75r40u/Z/NB+6/uWu574LG/veWeL37tricWFrrW0CSA2uva1n/1ko1r5xjbu3fx9rsfvu6mXbfd9WC/61giqGFMy36v/cJPHDq/UB+94u8GGibULilK0iU/9rKD162eufpLt93zwKNJVJKBrl818yNbnvO1W+/9+527W0uJjHThlS997uNPLH7hq3ckDClzM/1/869eMjXVY6yqkgBKa1z5xVu/8vW7uq4Bi4PatHb2lS997vRUX0SW9JKv77z/+ht3dV1K125cv279egMlgYSxwaCes9/KFx+yobUg4p7H52+/+5FvfedhAkljRAWU+UEdtGnlT77soJe/cL/N61csLg6+fvuDV3z5js/ddNfCYnUhTAglczO9V3zv/nfe/+hNt+7ut6bFUNJv+cHv3bxu1fTnvnrnvQ8+3usaxCGcnep+/GXPvvm23bfc8UDXGjDQ9atmXvG9+0/3O3GopNfv96emJcKNt+6+9Z5HsmXrNqCqkiiEMKKUEhrLqmRCE8bUBoKKgEkEgbCiy3337J5fqIR/nqpav37dgd/9/EEazxAH9915x8N7HksClApoSxiSkqKSqEkalEoCQcbUYiRQ5YrZ/nFHv+x1P3XomhXTO+9+eHHgwQesGQy88ku3nrzt2r/f9WCvZQgonel3l5917HM2rykFWgJ8a9cDb3nPFVfv2NnvNYYENYy5sDD4wRcd8PF3/uLC4uD/eeOHbv72fb2uMaZ2SVElM1P9S971iy88eOMHLvnKH77nikEZINm7MHjpCzZ/5D///Ds/9Lm/+NgNU/2uRFCnunbRqb+w6+6Hf+NPP97vNaDKjWtX/I93/sLKuWm13+s2rJkFlCX/6cxPn/dXN0xP9YC984uvOPTAD598zOoV0wuLAwhjXcu2//nlf/fOT07128q1qzfutymt8Qzz84PXHH7Im1/3sipLAeWBR5648Mq//8Dl3xgMqksAFVgc+OPff9Abjn7Jc/Zbeef9j+7es3fDqunNG1ZU+VfXfuvsj924+6HHe11jTFgY1LM3rfzzf3/kZV/aeepf3jDb72kBysq5/tlvOvL7Dtnwl5d/45QPfbFrGVJL9183+8l3HHX69h1/cclX+12XML8weOn37Hf6Gw5fvWJKaS1dS+lgUCGEP7voq//92tuyZes2oKqSKIQwopQSGsuqZEITxtQGgoqASYSS2anu0QcffuSRx5Pwz6JO9ac2rNm0YsPa/tqVIP87SVt45LZbd5YMlQpoSxiSkqKSqEkalEoCQcbUYkymeu3U3/mxow5/wUc+fdNfXPyV2+95qPSAjat+9We2HPmy557w7k9//qZd/a4lAUpn+t3lZx97zZd3/pcPXBuYm5464gcO/oOtP/LNOx445s0ffWJ+IQmCGkZ0UHXqG37yqCNeCGy79Ct/fO7VU/2OMbVLiiqZmep//LR//cKDN9bA49/5iYsuu3mq35HsXRgc9oLNH3r7Uad9+LrzL94x1e9KBHWqaxeccsyuex7+7ZMv6fcaY4G5mT5JlQcfsOaSdx/77o98/ryLd/R6XcNHHpt/YmEQRvbOL77i0AM/cOLR7/zgdR+94uapfseQoE/MLz70yBNzK1dsfNbmrteQZ5qfHxxzxPN+8+cO/aPz/uZrtz/QtXzX5tVvPPrFL3j2uuPPvuaaG++c6XeAurhYP/6yZ5/4qy+/+bYH3vPxm75+++7Fhep3eckhG/7tz37fludtvOKGO9563nV79w7SAggLgzpo08pz3nTEZTfsPO3CHbP9nhagrJzrv/sNhx/23Zuq/I/nfPbTX7x9qt+ppfuvm/3Eqa9+1/Yd5196U7/rEoa6rq2a7RMWFuv7vmv9Sb/xL/7rx2+8+LPf6vdb+r15+vMDsmXrNqCqkiiEMKKUEhrLqmRCE8bUBoKKgEmE1tIWF+6/7yH+f0iy/7rNM9MztExtWtOm+yj/u+DD9+669/49raVUQFvCkJQUlURN0qBUEggyphYjC4uDX/2Zl5z0W0e+4y8//+6P/M2g7LoAg4HT/d4BG1fcfs/DIWgSoHSm311x9rGf/Py33/reK1sSWRjUyb/zY7/yM1te8Wvn3Xn/I10LghqGFhYXv+fZGy486TWf+vzfz830f+B7D3jtmy+6456He10D1C4pqmRmqn/pu3/xjrv3vPj5+z362Pwxv3/hrnsf6fXa3oXBYS/Y/MG3H/WuD193/sU7pvpdiVDlypn+Bacc8+1dDxx3yiX9XmOJlBqqPOTAtVe/91f/9C+uPuvC6/v9LtpaS1iyd37xFYceuO3Eo9927pUf+sSNU/1OQCOl03PTmw84oOv3xfAPmJ8fHHPE8379VS86/qzP3vTt3b1e9i4Mjthy4BlveOVZH7vxv176d1O9Flgc1Ob1s2e98fDb7tnzx+//mwcemZ/uAqEGC4u1//q5E3/th17+vZv/7ENf/PDlX5/u9wBhYVAHbVp5zpuOuOyGnadduGO239MClJVz/TPeeHi/a6tXTM0v1u+eftV37nu0ayndf93spae++vTtO86/9KZ+1yUsKUfmF+uw5288600/dsb2G7Zf9c1e1wba9brp2dls2boNqKokCiGMKKWExrIqmdCEMbWBoCJgEpO5fnbf8+ATe+eT8M8Ssn7NhtVzq0W0rZjub1gdniGpvY/evWvXE/MDUUBbwpCUFJVETdKgVBIIMqYWDMpNa2YvPPGoXffu2XrS/xwsVNdCUNCQhcGg1+sCaBKgdKbfXXH2sZ/8/Lff+t4rWxKYX6w//e0j/u3Pff8rfu28Xffu6VoQ1DC0sDh44zE/+Hu//CM/fcKH162cueCk1/zHMz697dK/ne53gNolRZXMTPX/+szXXXz1179z757/cvxPbr/s5v/47r9eLBcW67AXbP7g249614evO//iHVP9rkSocs2KqQtOPuaWnbuPO+WSfq+xRIYMVR5y4Norz339Sed95uzt1/f7XTQJ++ydX3zFoQduO/Hot/75lR/6xN9O9TtBYVDTs1ObnrV5Zm4W5f9gfn5wzBHP+/VXvehNZ332q7fu7nWZXxj8ixc/6+zjDz/rYzf+10v/bqrXAvMLg2MOf97vHPXiY0+67PZ7Hun3WmOsCnhiYfB9h2x8zwmH77znkd9511WPPr7QWoSFQR20aeU5bzrisht2nnbhjtl+TwtQVs71zznhyG/e8eBnb/zOqb/9yv953bfffv4XypH9181eeuqrT9++4/xLb+p3XcKT1PnFOuz5G884/sgzP7rjoqtu6fdaVYGSbNm6DaiqJAohjCilhMayKpnQhDG1gaAiIMlUr9v7yCMPPvhoa+GfRV27au3aleuSsE9v46re7DTP0DX23Hf33ffuLsa0JQxJSVFJ1CQNSiWBIGNqwd6FwRGHPfu8N7/qzedeecHlX5vpNYZCv9d1SQvKwqAWB4UmAUpn+t3lZx979Y7bT/lv1wbmpvuHv+y5b/21H/36bff96z/6H3vnF5MgqKF0brr3qXe/btd9e479o//R77WPv/Nf73ls/rVvvmhxUEnULimqZGaq/9dnHXvpNd9454c+9543v+onX/G840/9xIWX35zksBds/uDbj3rXh687/+IdU/2uRKhyzYqpC04+5padu4875ZJ+r7FEhgxVHnLg2ivPff1J533m7O3X9/tdNAn77J1ffPmhB37gxKPPv/jLn7zuln6vCUhZD833mZ4BUoEiPNP8/OCYI573Gz/7oj/4iy987bYHWsuBG1f8u2MOe/F3bTj+7GuuufHOmX6ngG/7lZdP9dvvv+/zhEBjrAooMZz6Wz/y/d+96bdPu/Jrtz3Q7zVhYVAHbVp5zpuOuOyGnadduGO239MClJVz/XNOOPLbdz78lvd97qTf+OF/9UMH/8H7rvv4td/q9dr+62YvPfXVp2/fcf6lN/W7LuFJyvziYMvzN555/JFnfHTHR6+8pd9rZQUh2bJ1G1BVSRRCGFFKCY1lVTKhCWNqA0FFwF6v6+Hdd97HP5e4cnbVxjUbksaTNDP96U1rSHi6dO7ddfvtjz6xwJC2hCEpKSqJmqRBqSQQZEwt2LsweO2RLzztDT/x0//+L2++7f5+AiwM6s+O+7HDX/qcxUENBn7kspve97EdLSQBSmf63SdO/8WDn7X2ib2Li4PqdW2q3930rXvfcu6VX/n63b1eY0hQw96FwWuOfOHZv/czb3zHJy+87Cbkd17zg2/99R895j9tv+bLt/d7ndolRZXMTPX/+qxjP3ntN//kfVd/z3M3XHjKaxcH9Zrfv+CbOx/4gRcd8MG3H/WuD193/sU7pvpdiVDlmhVTF5x8zC07dx93yiX9XmOJDBmqPOTAtVee+/qTzvvM2duv7/e7aBL22Tu/+PJDD/zAf/75lbNTC4sD9lkc+Mazrr359ge6rqUCRXim+fnB0T/6XW953cuemB9UGZib7e95bP5Dl33j/E99fVDVJUprnPmGH91xy73nXPzVXteAxlgVIDy+UG/+pe9/zeHP/513XfnFr90z1e+EhUEdtGnlOW864rIbdp524Y7Zfk8LUFbO9c854chb73r4997z2YM3rz7n3x3Z67XfPe2qb+568KBNKy499dWnb99x/qU39bsu4UnK/OJgy/M3nnn8kWd+dMdFV97S77WygiHZsnUbUFVJFEIYUUoJjWVVMqEJY2oDQUWEld3gwZ07H+3m0vVQ/onU2enZTev273WdylMIvXUr+qtmkacJPPLAvXfefW8StCUMSUlRSdQkDUolgSBjasHehcFrj3zh6W/8iZ/7/e07brmnnwCDql/4iRe94Dkbpvrd637q+z7wyRv/+H1XJ2kJUDrT7z51xi898vjCVV+69Qde+Kwffsmzz7noi2dddP3uPU9M9TqWCDrAfq97/x/+3IH7rXrNm7ffdd8jVR76XZu2/9kxV33p1uPf8cnWAnRJUSUzU/2/PuvYT177zZPOv2Yw8HU//eJ3nvAvt1920++e+omXPH//D5149Ls+fN35F++Y6nclQpVrVkxdcPIxt+zcfdwpl/R7jSUyZKjykAPXXnnu60867zNnb7++3++iSdhn7/ziKw49cNuJR2+//KYrr7+117WyVq9dMzu34sZbdz/82EJaMLESnml+fvDzhx9ywmu2XLFj170PPY7c//ATN9+2+6vf3l1K0kBJeMdv/cjt9zz8jgu/3LoWaIxVAcITC/UHv/yyV/3QwceddtWN37q/32vCwqAO2rTynDcdcdkNO0+7cMdsv6cFKCvn+ueccOStdz38lvd+rvRfvvy57zjulZ/6m9vefO61m9bOfuIdrz59+47zL72p33UJT1IXFmvL8zeecfyRZ16046Krb+n3mlVAhrZs3QZUVRKFEEaUUkJjWZVMaMKY2kBQ0bnZKb755Xu//nXW7T/Y77nOrMDi/5o61Z/ab93+U70pkWdIr03ttzZd4+mSmr9r186HH3mihZYwJCVFJVGTNCiVBIKMqQV7FwY/9YMH/7c/+Nk/Oe+z53zshtl+x1CoclCuWzlz1dnHXv6lW3/vrMuR1gKUzvS7KyNlBpkAACAASURBVM4+9pOf/9Zb3nPF8w5c91en/sK3v/PAL7/trx7bu9C1xhJB9y4OfmTLsz/4tlfvunfPJ6+7pWtR0vLzR76wJb/wlo/e9K17+73WJUVVsWJm6oo//zcfu+prJ59/TUu6llOP/6ljfvLQ3/6zS/7uW/ddcPJrTv/wdedfvGOq35UIVa5ZMXXBycfcsnP3cadc0u81lsiQocpDDlx75bmvP+m8z5y9/fp+v4smYZ+984uvOPTAbSce/YfnXPGBS77S72XFqtWbNu/Xutb1GkMJJlT4B8zPD4454nm//qoXHX/mZ7966+5el0EZ6HWNIDRGFgf1u0e9+OUv3P9XT71icWBCY6wKGEi/1535xlduWD3zW++88v6Hn+hahIVBHbRp5TlvOuKyG3aeduGO2X5PC1BWzvXPOeHIW+96+C3v/VzXIrz52B987ZHf/bbzP3/N3+769GlHn759x/mX3tTvuoQnqfOLddjzN55x/JFnXLTjo1ffMtVrVQVkaMvWbUBVJVEIYUQpJTSWVcmEJoypDQTLlatWtPvvuOvaqwio03OD/Q529SZaUP6/qF3XbVq739z0nMg/SNvquam1K3iGljyxZ/fOXXcqXcKQlBSVRE3SoFQSCDKmFiwO6rmb12z/k6MeenTvL739r+69/5F+ryMMDcp1K2euOPN1V395579/96fV1gKUzvS7K84+9lNf+PZb33vlYLF+86iX/clvHnHiedecddH10/0eS8RyYP3pbx35+p897L4HHu31OvZZHNTGtXN/et41Z17wN71e65Kiqlg5O331e3/lostuPvn91/S6trBYz95/9fY/e+2g6j//xTUn/taRZ17whfMv3jHV70qEKtesmLrg5GNu2bn7uFMu6fcaS2TIUOUhB6698tzXn3TeZ87efn2/30WTsM/e+cVXHHrgthOPftt7r/rgJV9es2bVpmdt7k/11QI1iRWohPB08/ODY4543q+/6kUnnH3tTbfu7nVhH0FojMwvDF7+vfuf+ps//LZt1//1F3fOTHWNsSrg8fnBES896LTj/sUFV37jHR+5YarfAcLCoA7atPKcNx1x2Q07T7twx2y/pwUoK+f655xw5K13PfyW936u17VBuXn9irNPOHzV3NTbzv/86W88/Kz//pXzL72p33UJTxLmFweHPW/jGccfeeZHd1x01S39XquqQIa2bN0GVFUShRBGlFJCY1mVTGjCmNpAWb1mxXS449MXLzz8YFpjSGmt1u5Xm57r1CwW/6gkG1ZvXDm3kn+E0KW/cXU33efpEhfv/c7tDzz0WK9rDElJUUnUJA1KJYEgY2oxsrhYxx/zA//pl3/4r6755lvOueLehx7r9xtkcbHWzE1/5tx/86Wv3Xncf/lEla0FKJ3pd1ecfeynvvDtP37fVejquZnz/uhnn3/Q+l/64/9+49/fO9XrGJLBYh20edWn3v26z37l9j/88ysDSSzUqanu/W/9f2emup854SN7Htnb61pRVaycnb76vb9y0WU3n/z+a3pdq+KJ+YWf//EXnfEffvrv79i937oVp37g2vd//MtT/a5EqHLdqpkLTj7mG7fdd9wpl/R7jSUyZKjykAPXXnnu60867zNnb7++3++iSdhn7/ziKw49cNuJR//B2Zf/5eV/9+znHDQ1M82YodcyUoEiPNP8/OCYI57366960QlnX3vTrbt7XdhHEBojVSb8h9ce9sqXHPhH7//C52++q99aS2owAA/7nv3e/vof6sJvvvOKO+97tOsaICwM6qBNK8950xGX3bDztAt3zPZ7WoCycq5/zglH3nrXw2957+d6XUsyv1g/+pID3vWGH/36zt0veu6Gd23f8f5P3NTvuoQnKfOLg8Oev/GM448886M7Lrrqln6vVVUgQ1u2bgOqKolCCCNKKaGxrEomNGFMbbh2zaoVa9d/55pPP/yNG9M6nspydtVgv4NdvYEh5R8irF25dv2q9SL/OG0rZqY2rOIZkiw+/uDO275TkoCUFJVETdKgVBIIMqYWY/+rN/gAtKuu8739+f7X2vu0nJyT5KTRu4QgASkSFTCAZQZ1VKSNihFxVEAEBUUMlhELDgEpIlJEYweljDRBQofQOwqBACmkkF5OcvZe6/e9e++cEGF45+q9c9/nCXd1VKZ+/sCD3rbdQ3+d/6ubnnr4mfn1MsYOH3Lgnlv/27/sNv2hF4/+7rVl6ZQEhN1eye648MgbZsw67Se3Jqmox367b/mrb33whnuf//zUG4syJGEGBoqTPj7x5I9N/MS3rr7u7mfbqhWBA0NRxHGH7vn1o/c99ozrr7jl6Y5qHkQEQzra7r70k5ff/NR3fnpHniWbiEhZdvrnJh150ATgy+fePO3aR6uVLIyhLGPM8K7f/+CwJ55b+NnvXlvJE+uZBosIb7tZ712XHv3ti28773f3VypZ2EkyCAQDteKt4zf91Xc/ctOM5594afmQri7bEpKWrFx3z1MLBgqDRIg3UKuVh07a7jPv3+kL59/15AtL80xsYDAkmmyX9tCOylc/uvtbth95++Mv3/fUwoXL+rs78n122eS9e225am399F88MOOpBdU80WKol7HZyCE/+eKkmx+ac+bvHu6o5HYANkM6Kz/50v4vLFh5yoV351mSZIgyTjxstyPfMw6YevkjP7v+yUqWSbzKplaUu23fd/6JB5xzxcNX3DqzkqeIEKhhwuRpQERIskGIJpuwEYmNIswgWwJsJA/v7W7rGbnqxWcXTr8WBxKvY5NSjNg0RmzmShWb17Ld3Tl0RM8ISfwdLKp9Q7OOKuZ1ErF4/tzly1crCRMmCEm2JSUI20ggTIvtoElQltEzpP3TH9j14+/Zua+3syijDLdVMmDWvGXTbnji0j8+hp2SgLDb8uy3p3/o9kdmn/2bGWowYU47ep9/2WeHL5x1052Pzc6zFOHuzur5J723tI8/84aVa9blWQY4aKgX5bit+n58ykEPP7Pg5HNuypKMI+hsr17x/Y9cf9fMC664P8uSje0iGD2i69IpH9hm095v/OTWy//8VDXPwhjKiFE9nT/6ykF/nb34tAum51liPdNg4fCmo7ovOe1fLrn64ctvfirPU9hJokV2rV7ssv3oc04+qG/4ECRsWiTNnLv8m9MeWr6mlpREiDdQr5cH7b3lEQds/+/THnx27vIsiQ0MhkSTbaCIaKvm75+41aH7bbfF6O5qnmwvXTVw/18WXHzt07MWrKwkiUGGoowxI7q+86m973py/sXXPtme53YANl0d+elHv23uotU/+M2DWUqSgKKIET3tpx89cfw2I877w2O/veWvlSyTeJVNvYydthz2raMm/uyGp66f8WKepYgQqGHC5GlAREiyQYgmm7ARiY0izCBbMmTyiOE9+ZDh9f4182++amDRfGUZb8wYdw0tR2/jrh4abFpst7d1jOodlWUZfydbHdVq31BJvJ5SffWLL84uA0yYICTZlpQgbCOBMC22gyaBoAwHjNt82C7bjt5izNBqJVu6Yu3shSuffmHxSwtXCAlLYoOtxvauXlt7ZdlqjFBpd3dWNxvdvWzlwIKlq5PkoL2SNh09dPXa2oIlqwSSAAdNJmXabNTQJM1esMINBAhp2016V64eWLy8X8LGNlIZ3nz00L7ezrkLVyxd0S8pjMFQTdpsdM9ArZi/eBWvMg0WgjzT8J7O1Wtr/f11i7CTJFrsKKOtPd9pxy17hvXINAmMktbVivlL+guDJUK8AZfu7qoM625bsGztQK3gbxgMiSbbtJSmXpZjhnXusFnv0M7qQK0+75U1s+avKEpnWcIWgwxhKnkaO7xzzbr64hVrMyU7AElJGjOis17EwqX9gCTAdhnepK9rZG/HvMVrlq7ol8TfsDF0VNLo4Z1LVw2sXFOTiAiBGiZMngZEhCQbhGiyCRuR2CjCDHJAljRiRG+lqyfIltx/67LH7leW8d+LoFKN4ZuUfZuR5djGbXnbyGGjqpWqbf5uhsqwIXl3BzavlcSKRfNeWbJCKEwQkmxLShC2kUCYFttBk0BgCChrRZgskyDCNllSlicMtiRabBelU1KSMUKGMqJw5CnLkmgwDtcjJPJM2JIAB+sZiiIksqRMCgJkE2WkpCwJsLGNZCjKiHAlU5YEhDFNCYoiJLIs2WY902AhkCjKSElCgG1JtNiOKIf09nQPH6GUFJaEwDRISgkkWyLEGwmXdthZShK22cBgSDTZpiVoKsNRBoaIlJRlSUk02GKQwWAoy5CUREJ2AJKAogxJSdhIAmwDES4isixl4nVsEISLiJSUJCAiBGqYMHkaEBGSbBCiySZsRGKjCNNiO2Ua2TdMHUOV8v6Fsxf86aqoDSDx97BjyPAYs5U7hqakUb2j2qvt/B/Is7ZRPcoSryXJtf6X58xZN1AagpBkW1KCsI0EwrTYDpoEAoNBYRqEQSZJbhAYbEm02JYE2IERMhgjhFjPYFu0GFsS4OB1bGdSECCbTLzKxjaSGSQsmsKYpsRGtlnPNFgIJNYLY5AtiZaiLDu7OkdtMlZZZlu2JNuSaAkbyZYI8UbCBsR6ttnAYEg02aYlGJRoiQAMSDTYYpDBbGQ7ITsASWzgJiQBtgEJg0E2r2WDkG02igiBGiZMngZEhCQbhGiyCRuR2CjCgO081+jRfa4OCaVyYN3CW67un/uSsoy/n4O8GiO37N16557u4REl/wfsrLer0tOFzWsJrVm6YMHCJYFMSLItKUHYRgJhWmwHTQKBwaAwDaLJJMkNAoMtiRbbkgA7MEIGY4QQ6xlsixZjSwIcvI7tTAoCZJOJV9nYRjKDhEVTGNOU2Mg265kGC4HEemEMsiUBZVm2dbT3jRldbW8Ph8MJJNmWREvYSLZEiDcSNiDWs80GBkOiyTYtwaBESwRgQKLBFoMMZiPbCdkBSGIDNyEJsA1IGAyyeS0bhGyzUUQI1DBh8jQgIiTZIESTTdiIxEYRtqnkGj5yeNbeXZqU5cueuH/JjFsRIP4htpTaRm3es91bKkOG2YHNP0hZqvQNTW0VbF4rRW3ui7P719UsS7ItKUHYRgJhWmwHTQKBwaAwDaLJJMkNAoMtiRbbkgA7MEIGY4QQ6xlsixZjSwIcvI7tTAoCZJOJV9nYRjKDhEVTGNOU2Mg265kGC4HEemHWE0REyvNRY0a3D+lyA7ZJtiT+RthItkSINxI2INazzQYGQ6LJNi3BoERLBGBAosEWgwxmI9sJ2QFIYgM3IQmwDUgYDLJ5LRuEbLNRRAjUMGHyNCAiJNkgRJNN2IjERmXptko2YtQIVzoNSmlg2eKXb7i87F+DxD9KwnaUeWd39za7dY3dliRs/iF2GtJRGT5E/BfS2mWvvPzyopAl2ZaUIGwjgTAttoMmgcBgUJgG0WSS5AaBwZZEi21JgB0YoTDGSgixnsG2aDG2JMDB69jOpCBANpl4lY1tJDNIWDSFMU2JjWyznmmwEEisZ2OwDaSURowa2TW02+AGgUk2EiAGhY1kS4R4I2EDYj3bbGAwJJps0xIMSrREAAYkGmwxyGA2sp2QHYAkNnATkgDbgESAjWyJv2WDkG02igiBGiZMngZEhCQbhGiyCRuRGGTTVsn6RvcVWYdtJJflortuXPXsU8oy/mECs55NUucm23dvvUulc6ij5B8iVUZ2Z+1t2PwNQ+5i/pzZy1f3p5RsS0oQtpFAmBbbQZOgLKNehpLaUqJBNJkk2a6XUZSRSdVKRottSUBRlkW9zLOGFHY9SlmVPJPAYFs02B6o1SUBDgQppTxLEg22o3QRBcgmE6+ySUl5nplBwg7XizJQQ9jJzrOUZQmwzXqmwUJQL0qgUslsDERYDOsbNXRYD9hCEKXrZeQizzLbRRkpKc9S2Ei2RES4KIPXUjjPk5Josc0GhloZCgO2aQkGVVLKMhERdq0IJBrsBCkpz5LBDIpwvSjb8hwCkERLvQhwlpIkwHbYZUSWpZTk0vWyzFODAJtavUTINhtFhEQ1zzRh8jQgIiTZIESTTdiIRJPtzvZqV++w1NZpG1CWrZz55KI7/kSUSPzDBOZVNo68e9jQ7Xdv79tCApu/k62OarVvqCReS9LAqqWz57yMZFtSgrCNBMK02A6aHB6/dd/2mw+fu2jVw3+dT4NoMkmqF+VO2/S9aYsRL81f8fhzi2ixLaleRE9X9a07b7rnjmM3HT10oFY+N3fpjCfnPTZzYYSThG1h01bNJr1li2qeGRxeuaY275VVz89dakiS7XFb9fX1doTBCAOSAEmzFyx/cf5KxHr1etE7pG23HcfusEVfT3f7itXrXpq3/JFnF7yydE2eJ9usZxpCJNh7501TphlPzCvDDWH3DOsdNnKkBbZEUbq7o7LbtiPGbdE7eljnmnXFC/NXPvb8khfmr0yZkGzZ5WYjusZt0SuJDSQGauUjzy1Z0T+QJMA2rxLbbdIzbEibG8A2YAlIYsGSNXMWrXFZDh/aPmH7vjzLgChjZf/AvFfWvLx4DQIJCHtUT8eWY7qfmrV07UBdQhIgsf2mvUXEc3NXSALKMjra8nfsssnuO44e2dO+Yk3t0ZkLb3tk3sr+mlB7NRu/9YiUJNtgI9Fguyji2bnLNWHyNCAiJNkgRJNN2IgEtru72rp6hjtvMy1S2b963o1X1JcuJiX+pziUV7o2e1P31rtk1Q5Hyd8tHzEk72rHvI5cLlkwZ/GyNRKSEoRtJBCmxXbQVKuV3/m3/Y7+wK6zF654/0mXL1mxNmWiwTRU83TRKQftv8dW19zx7PFn/clGwnZRepftRn39U+/Ya6dN5yxcOXP2kva2fJftRktcMf0v3592z9p19UyyiPCYEV33XnJUtZLZBupFLFnRf9Vtz5zz2/tWrRnIs3TOl97zrr23dRjIsmSIMiwypYuufPA/fnmvkgT1onzbmzf/4kf33nnbUSvXDKxZV99idE9ne+WpWa9848Lp9z4xL0u0GAMaKMvtNx/++zMOq+TZIV/+7dMvLE6Zurq7R4wapTzDAZRl7Lpd32cOGrfTFsOWrFy3al195ND2UcM6Fy1fe+6VT9z44Jw8S7aKojh4361P/dfdIxw2LZKWrlz3pR/f89SLSyt5AmzTYpMyfe/ovffacZRNQ5YElGEgJf3mlmd/fM2T9XoxcfzY876wXyVPboCiiEXL+q+84/lpNz9jIzFQLz+yz7Zf+ege//qtG15YsDJLarDJM5113L6r+2unXnyPDShLnHzE7odM2n756oG5r6we1dsxaljn5dOfPfO3Dw3Uy63GDP3pV9/dVsnAQlmmMtwAWr5q3ckX3KEJk6cBESHJBiGabMJGyB46pKNr2PBSVTAtlpbcd+vyxx9QlvE/y8ZRHT62e9td24dvgg3mf8tQzdpG9SglXktS0b9izpx5tTKSlCBsI4EwLbaDplqtPP3f9v30B3YDvnrBrT+99tG2tpwGU6+X++62xc9O+0BHW3717c984eybbCRqRTFuq5EXnXLQiKHt3/3ZXX+8c+bagSLk0cO7jj14z0/88y6//NOT37zo9lq9UFKEx/Z13XPxUZdd++gN9zxXzbMtxvQcvP+4iW/e7JsX3XbhlQ/nmcZt1Td8aHvYWcq+e8z+8xevOvd39xmE5i1c8eKCFUj1onzfO3b4jy+8a8YTc8//3X3Pzl5aL2P40PaDJ4372D9P+P7P7rr6tr/mmWgyTVpXL4/5yJ7f/Ld3Kuk7l9z2w9/MGDK0e9TYsSnPHSG5KGPvcaNOn7zX03OWX3zdX2bNWx6mrZK9ddzojx6w/W9vnXn9/XPyPNkqiuKQ/bb57PvHn/6LB5+dtyLPEi1RxJJVA7UiJBps8yqx7SY9vV1ttvNMUz62x+xXVl9y/dM2KWnhkjVzX1ldqxUTx485+7h9L73h6YeffaUtT1uP7T543+222aT35AvvuvnBOZU8DdTLwydt/7WP73nwlOtmzV+RJTXY5Jl+9MX9V/XXTvrRHTZF6XfsMvZHJ0ya/sic7/3qwWWr13W3VQ7Zf/tZ81bc8tAcSe1t2U5bjlBSlOWOWwz/0uG7n3/low8/u7CSpaLwzHnLNWHyNCAiJNkgRJNN2MbDuzvbe4aXKReDlGVr5r6wcPp/xrp1pMT/A44ya+sYsuWbuzbfMatUHSX/W3bW21np6cK8johX5s9dsmxlllKCsI0EwrTYDppqtfJ7n9nv3XtvE+F5i1Z/4tvX9NeKJDnA/t6x+x+w+1bI9z81//iz/mQDBs7/0nvf947tP/XdP15/98xqliMZl448pa9NfsenP7jbZ753/R/vfLZazSI8tq/r3kuO+uoF0y/746OVLCvKctORQ689+4hnZy/55L9fU5YWFFGGqebZtWcd8fy8pcf/4AYbQxIpS7Ui3rTliN985+B7H5/z5XNu6h+oZykZwk6w+eie+YtXhQk7gbGBoKOjcv05H31h3rKujrbRwzvff/LlXT0j2js7IwIooxw9rP2Hx7x9/pI1p/3swVVrapUsSTKO8PDu9pX9tbCRbBVFcch+2376oHEnnH/Xky8uq+aJ9cJKQqxnmw0MRVhuoJqnX5/27mdmL/vqpTNsJHIpJQ0M1CeOH3PWsfuccvG90x+ZW5HqRbn7m0b98Ph9//zgnG9Pe6BayQbq5WHv3H7KkXsePOW6WfNXZEkNNnmm80+ctKq/dvIFd9rUivjMB3Y+7sMTjjv7tj8/MqejmhOBwKQkwFAUgSiLcs9xYy7+8ruOP+e2Wx56qZonQZ5lmjB5GhARkmwQoskmIkYM724f2lt3JjaQojbw8s1Xrps/Rynj/x0baOvbtGe73StDR2CD+W/Y5Fl1ZE+qZLyWIRVrZ816sSgjk8I2EgjTYjtoqtXKM46ZtNsOo2956KVjPvSWo7977c0PvthWycrCW43tueHsI3567aMH7L7VC/OXf37qn2wiYset+m44+/Arb/vrF8+5KSklZDBGROme7rabzv3oEzMXfeb714ebxvZ13XvJUV/78a0/v+7RSpaFjfnjWYcvWNr/2e9dG+E8KYgwlSy75szDZs1bdsLUG20a3CCVpU/79D7/+u43H3DMz19etKqSpzBhwDJFRJ4lSbYFxkC9Xh68/04/POmfP3ba74cPbf/JqR846cK7b3tyUZ7l2EC9KI/Yf5tj/2XnI78//fkFqypZSrYk20AZzpIMSLaKojhkv20/fdC4L5x/15MvLKvkiSbLpCTEerbZwGBIYFPN0y9OPfCZOcunXHafjUSiaWCgPnH8mLOO3efUS2bc+ujcSlJRxsiezotO3n/G0wu+96sHq5VsoF4e9s7tpxy558FTrps1f0WW1GCTZzr/xEmr+msnX3CnTa2Mjx74plM+use5v3/0wj8+kWcplwCJV9kgyqLcY8fRF5504Inn3T794dnVPAnUMGHyNCAiJNkgRJPDQ4Z2dg/rq1tiI2XZssfvWzzjNqXEP0TC5h/kiLyzu3vrN3duuoOUcPDfMKm7vTq8G5vXEqxa8vL8hUuzlMI2EgjTYjtoqtXKM46ZtOe4TU449+ZfnvaBux6b/YVzbhbUauUXj9j7U++f8InT//i9z056af6K46beaFMvin99z85Tj3/X0d+99j/vfKa9kgsZjBGgiPj2p9/5z2/fbtLnpq3srwFj+7ruveSob11y+y9veCJPqVLJPvzOHb9+9L5f+/Gtv7z+8TxPmRREmEqWXXPmYbPmLTth6o02DbYD2qv5tWcf8ezspceeca2QRJiUpTxLyUYqyyjKsA0YN1Ty7Gff/FDvkI4PnfTrvuFdV//HES+80v/li2eERRgk+ftH7zWkI//8+feEDSQ7y1KeJWykCNeKEslWURQf2W+bYz6w87lXPv7C/FV5JkDSqjUDLy5YFQyyzQYGQwKbap5+ceqBz8xZPuWy+2wkEk0DA/WJ48ecdew+3/z5/bc/9nIuOtryI9+z40f22+6kH999z1Pz8ywN1MvD3rn9lCP3PHjKdbPmr8iSGmzyTOefOGlVf+3kC+60CbNZX9cFX9q/r6f98ttm3vTA7OfmLF07UGRZShItNoiyKPfYcfSFJx144nm3T394djVPAjVMmDwNiAhJNogG4eHDhlaG9BaW2EhZtu6V+fNvurJYs1op8f8PB6hj7Dbd20yodPXi4L8hVUYOzdormNeQXFs7b87sgYHC2EggTIvtoKlWK884ZtJbx29y6GlXffZfdjvqfbu+94u/+euLS8YO7/rt6R965qUlXzj75hvOPvy5OcuOm3qjzUC9OOmjex/3kT0/+o2r7358dlueCRmMEUK1evmp9+966iffsf/nps15ZZVgTF/XXRdOXrW2tnzVujxLQzqqq/oHrrjlLxdd9dBArZTIpCDCVLLsmjMPmzVv2QlTb7RpsB1mRG/H7Rd98pKrH576y7ureWZTK+OT79/1hCPeWhRRhv9836zTfjxdSQLDQL3c7y1b/uLfP/ydS27/8ZUP9PaNOOOYA943ccvP/+juR2YuyzNAlZzLTn7nwzNfOesPTyAwZVH+015bHPfBN0c47AefWfSDyx8rSoOKojh4n62/+q+79w/UizJAQJIembnoa5feP1CUSQJss4HBkMCmmqdfnHrgM3OWT7nsPhuJRNPAQH3vncacc/y+K9bU1qytV/LU0ZYvXzVw+W0z/3DH80iCgXp52Du3n3LkngdPuW7W/BVZUoNNnun8Eyet6q+dfMGdNpLqRWy/ec/RB42fOH5sz5C2Z+Ys/dVNz9x0/0u1opQE2CDKotxjx9EXnnTgiefdPv3h2dU8CdQwYfI0ICIk2Rgy0TeiJ+8aWg/xtyRHufC261Y//xdlOf8QCZv/C3ZUhvR2b/uWzlFboISDN2SnzmplxFBJvJZgzbJF8xe+EgYkEKbFdtBUq5VnHDNp7/GbfvjU3287tve3p3/44mse+daldxx24E7nnvieOxl4ZQAAETdJREFUT57+xzsfn3PTD4+YOXvZcVNvtKnVi2M/ssdXP/H2j33jmukPzWqv5EIGY4RQvSg/f8hexx2yx36f/fmiZf3A2L6uuy/65BW3PP3n+2d99uA9xm018tPf+eOtD73YVskk2c6kIMJUsuyaMw+bNW/ZCVNvtGmwHWZYT8ftP5n86xuf+O5ld1SyBNTL2H3cJm978+Yp6RPvm/D83GWHnnK5URI2ZcSZX3j3AXtts/9nL1sbee/Ikbtu13fpl/b79fTnzrv66UwKUcm4+MR9Z85b8d3fPCwERBlv2rx34k6jbd43cctV/fXPn3/XmnWFlIqi+NDbt/rKEW/50dVPPPHC0kqegCStXD3w/PyVZpBtNjAYEthU8/SLUw98Zs7yKZfdZyORaBoYqE8cP+bs4/b57fTn/vLS0s998M0d1ezYs2+b9fKKLMsQDQP18rB3bj/lyD0//LXrXliwIktqsMkznXfCpNVraydfcKeNJNtFGdVK2mHzYXvsOPrde2wxbsvhP73+qQuvfiIckmwQZVHusePoC0868MTzbp/+8OxqngRqmDB5GhARkiLIM3p6h1a6eoPXU8pWzHzilTtuxEbi7ydh83/NLlNW6dx0h+6t35y3ddnBGzFURnTnXe3YvIYy1+e+9MKqtTUhgTAttoOmWq0845hJe4/f9LBvXLV02dqfnfb+Lcf0HP71K39w7AF9PZ0f/PLlJF0/9bCZs5cdN/VGm6Is9999q19+64Nfv+i2n1z1UFslFzIYI7BS4lff+mDvkI5/Oel3A0VhM7av695Ljjrl/Ft+ctVD++66xeXfP+RXNz7+jZ/ckedJYDuTgghTybJrzjxs1rxlJ0y90abBdkC1kl31H4cN1MvDvnp5WYSkMEW4KMtqlq4+83DQIV+5vFaWSSrL2GJs758vOPLFl5f/4ba/9vT2KM8y8cl379g/UHziB7ctXTkgycRXD9911+36PvGD6QP1EMg2FIXBZ3524mYjhxx77p1LV9eSUlEU/7Tn5lM+vvsJF9x99+Pzq5WMFkGeJcR6ttnAYEhgU83TL0498Jk5y6dcdp+NRKJpYKA+cfyYs47d58s/uefGB2Z/6O1bf/tTE8/7w6O//vOzeZ5M00C9PGTf7b4+ea9Dv3H9zLnLs6QGmzzTpV85cOGy/i//+C4bSbZpqZcReEg1n/KJvfbddbN/+8Gfn3pxaTVPNoiyKPfYcfSFJx144nm3T394djVPAjVMmDwNiAggz1Lv8J6svTsQr6WU1VYum3/zVbUli5Rl/P0kbP7nOMpq7+ih2+3WPmJTMDb/hSp5dVSPkngtSf0rXpk3b4FJAmFabAdNtVp5xjGT9h6/6eHfvHru/BWHHrDTuV9897TrHzv0gPFn/OKei//z0a7O6nVnHjpz9rLjpt5oE3bvkLYbfnj4qjW1Q079/dKV66pZZjBGrBso/2nitj//+gfO+s39U395T5alsMf2dd17yVFTLrz1Z9c+lqRvfHq/o96/6+Ff+8Pdj8+p5pntTAoiTCXLrjnzsFnzlp0w9UabBjdIRRknf3ziCUdMPPLrV9404/mOtjyMwXYlS1eccWiWdMhXrlhXqydpXa348pFv/9LH3vbighVZpSIbCDvP0qZ9XT/47WO/u31WWyWrF8W799jsO5/c6+s/f+Da+2a3VbJkS7IBf+/ovbce233suXcuXLYupVQUxT/tufmUj+9+8k/uvefJBdVKxnphA2I922xgMCSwqebpF6ce+Myc5VMuu89GItE0MFCfOH7MWcfu87VLZ0x/eG57NX3n6Im7bTfys2fdOnPu8jzPgFq9fOdum0393DtOu3TGdfe+0FZJkiI8rLvtytPfd/ODs78z7X61FGXYzpKUZFi7tvah/bY7/ei3Hf/D2257ZG5bNbNBlEW5x46jLzzpwBPPu336w7OreRKoYcLkaUBZltVK1jt8WNYxpAz+K0mL7rl5xdOPKGX8/SRs/qfZZcrbhmw1fsjm47JKux28jp0N66p0d/J6Si7mz31pxcq1KUmYFttBU61WnnHMpL3Hb3r4N69e+MrqYd1tV37/kB23HDHr5WUf/+Z/znp5WWdH9bozD505e9lxU2+0AdeLmHzQLt/53KSrb3/mWxffvmDxmixPYRcRE3fe7NwvvqeM+Ng3rn5p/oo8TxEe29d17yVHTbnw1p9f95jQJiO7r/jewYuXr/3EN69esWYgSZkURJhKll1z5mGz5i07YeqNNg22kWpFbLvZsN+c/uGyjOPPvGHGE3OzLJMow5Wkq6Ye3tlePeQrv1u5esD2qBFDrvj+IfOX9J9y6X1ZWzuQHKUZNqR69ufe1j9QHH/+PWsHSuPujvx7R++19ZihX//5AzP+sqgiUkoRDvvMz75t3Oa9x5x75+xX1mQpFUXxT3tuPuXju3/h/LvufHx+tZqxXuk8T3meaLHNBgZDAptqnn5x6oHPzFk+5bL7bCQSTQMD9Ynjx5x17D5fu3TGrY/Ok/2mzXsv/cqBdz728pSfzjAIyvCo3o6LvjTp5cVrTjjvjrUD9ZSlsvQn3rPjSUfs/s2fzvjD7c9XK5nxpiO6Jr1ls5sfmP3SolWGYV3Vb31q77eOG/vZM2958oUllTzZIMqi3GPH0ReedOCJ590+/eHZ1TwJ1DBh8jTsSp6GDh/uaieIDUSTQSmtfmnmgpuvclny3xNNBiHE/zs2uG3EJkO336Pa0yfE6+SpOqonVXLM3zKU/ctfmvNyRCQG2Q6aarVy6ucPeNvOmx085Q+LFq8O+wuH7nnKkW+/9D8f/fpFt6dM1Wp+8zlHPPvS0s+ccb2NRBlRrWRfPPytx3xkj2deXPy7m5/+y0tL2irZ2ydsfvCkHQdqxfFn3XTP43MrmSwivMnIrgcu+/SpF9zy0z8+WsmygXr50fe++ewT3/29n9193u/uS0mZFESYSpZd/8Mjnp+77LgfXG/TYBvJUC9iv7dsec6X3ptl+vUNj9/xyOxlq9Zu0te931u2+vhBuzzz4uIjvvaH5avWlWV8/KAJU098z6kX3fOnRxbmlWSTMFAvyn97306fOWjcFy+ccetj86u5yrLcZpPu0yfvNaq349oZL814auHSVQN9ve277zDy4H226R8oPn/unc8tWJWnrCiKf95r828f9dZHn1u8aPnalERLJUt/emD2nx+am5IA22xgMCSwqebpt6e9+69zlp9yyb02EommgYH623cee+4X9vvKRffc8vDcilSU5bEfmnD0+8afcvHdN943O88SUC/i8AO2+/Jhu9/x2Lxr732hf12xx46jD99/h6deXHrKT+5eunJtnmW1enn4ATuc+vE9n5297I4n5pXhiTuN2WXbkVfc+uwPfv1QGZawQZRFuee4MZd85V3H//C2Pz/0UjVPAjVMmDwtiVF9Q6l22ea/EtjLn3hgYNHLpMR/w7zKpjRgzP8XM0g02DSIJvP3MI4ydXR1bzGu0tlrTIMxTcJ5d0elq90GDAKDEHI5f97LK1atTWI920FTUZSfet+u47Ya8d1f3Lti5doovcOWw794xFt/9PuHnnp+UUrKK9m3P73fvFdW/uj3D9lIuAEE73rr1pP/ecIOW4zIsxQRy1cP3P34nJ/+8bFnZy+p5hm2he3eIW3f+vR+l9/y9J2PzM5Ssl3Js1M+8fYsS2f8/K7+dfU8pSDC5Ck7+8R3zVu06sxf3mPTYBvJNNXq5fht+j538B5v3XmzjrZK2MCqNQMz5yz9zY1P3PbQixEh6YSPTnzLTlt897ePrV5bRwKEBWV47IjOrx6x2/RHXr7y7heTLCgixgzrPHzSdu8YP2ZIR8V2SupfV8xdvPqmB+f8+eF5tcKgsiz32KHvk+/dsVpJScKsl+fp6jtnXX33i1kmwDYbGAwJbCqZvn3UW19auOpH//mkjUSiqaiX223a87F3v+l3tz33l5eWZSLKGDWs8+j3jV+wbM20m54pipBkGzj0ndt/eN9th3W3S9Tq5cPPLvrRVY/PX7Imqcmmoy07eL/t3rPXFmNHDLG9dOW62x6dO+3Gp1f111MSYIOIshy31YivfXyvqb97+IG/LMgzCdQwYfI0oJorz5INQjTZhI1INCklKUWYQbZEi+0EBtsYsKSwC5uGQKLBxqLJxoGSwQ6BSLg0IAG2AYNBIJpsNjBNAmyXEUkG0eIGwE5qQWEHlmRbUoKw19XKoiiFabEdNAkqWULUiyAMWFSyVK+XWUpuEJUsc0QZpsW2JEOtVu/uqG6z6bDO9kq9jAVL18xbtCqJLEsYbIsG47Ios9QgBw02RVmmlLIk25kUBAgzrLu9jFjdXwNsbCOZQWVZ5klbju3tHdqRpTRQKxYvWzN/8eoyopJntsPuG9XXPWxYALYRIEyLTTXPwbUiwGBJES7tMcM7RnW3VypZUcSy1QOLlq9dVyvyLCHZEpFJeSZexxRllDYtttnAYEg0Gfd0VovSq9bVaUm0RNguwylLkrAFYUdYSUkygyLscF9P+5jhnVmWVvXX5ixaVZROwkYSEOEiYnh325gRXTaLl/cvXrE2JSWJFhsEdp6l7s7q6rW1WhGOEKhhwuRpQFmGhA1CNNmEjUisJyDCDLIlWmwnMNjGgCUZTEtYEuAG0WRjIwXYFiRkhwEJsA0YDALRZJtBpkmA7dJOQgwK24CdJMAmTBCSbEtKEDZKCYRpsR00CbAD1BCmQdgWSpIbRIRlp5RosS0JsCPCZekw4JSpkmWsZ7AtWtyQJMDBqwwC25kUBMgGW5CSABvbSGaQMKYsowgHyM6TUpaSBJQRnd1Dho8arSxlIjAIIyyaDGFhJMBgSYBxUZoykAQSWVJD2Ei2RAC2eZ0wSIn1bLOBwZBosl2GJZBoSbREAAGSaLDFIIPZyHZCRVmWYYkkZSlJuAlJgG3AdhE2ZCJL4m/YIGSHCTupgYgQqGHC5GlAREiyQYgmm7ARiY0izCBbosV2AoNtDFiSwbSEJQFuEE02NlKAbUFCdhiQANuAwSAQTbYZZJoE2C7tJIlBYRuwk0SDCROEJNuSEoRtJBCmxXbQJBAYDArTIJpMktwgMNiSaLEtCbADI2QwRgixnsG2aDG2JMDB69jOpCBANpl4lY1tJDNIWDSFGWRLAsqIts6OvjGj8mobYbAFCCPMRsk2TQZLAoxtki2JvxE2ki0R4o2EDYj1bLOBwZBosk1LMCjREgEYkGiwxSCD2ch2QnYAktjATUgCbAMSBoNsXssGIdtsFBECNUyYPA2ICEk2CNFkEzYisVGEGWRLtNhOYLCNAUsymJawJMANosnGRgqwLUjIDgMSYBswGASiyTaDTJMA26WdJDEobAN2kmgwYYKQZFtSgrCNBMK02A6aBAKDQWEaRJNJkhsEBlsSLbYlAXZghAzGCCHWM9gWLcaWBDh4HduZFATIJhOvsrGNZAYJi6YwBgG2UOnI26qjxoyudnZEWEYiMAgjzEbJNk0GSwKMbZItib8RNpItEeKNhA2I9WyzgcGQaLJNSzAo0RIBGJBosMUgg9nIdkJ2AJLYwE1IAmwDEgaDbF7LBiHbbBQRAjVMmDwNiAhJNgjRZBM2IrFRhBlkS7TYTmCwjQFLMpiWsCTADaLJxkYKsC1IyA4DEmAbMBgEosk2g0yTANulnSQxKGwDdpJoMGGCkGRbUoKwjQTCtNgOmgQCg0FhGkSTSZIbBAZbEi22JQF2YIQMxggh1jPYFi3GlgQ4eB3bmRQEyCYTr7KxjWQGCYumsI2ABBGR8mzE6FGdQ7vDBmQSBA4kI8xGyTZNBksCjG2SLYm/ETaSLRHijYQNiPVss4HBkGiyTUswKNESARiQaLDFIIPZyHZCdgCS2MBNSAJsAxIGg2xeywYh22wUEQJJ/wt8RdG2gCoG7gAAAABJRU5ErkJggg==" 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Inside the top portion of the bar, the text '$7.05' is displayed in white. 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" }, "annotations": [] }, { "self_ref": "#/pictures/43", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a pie chart illustrating the distribution of a variable across five regions. The chart is titled \"REGION(12)\" at the top and has a page number \"10\" in the bottom right corner. The largest segment is \"Northeast\" at 28.0% (medium blue), followed closely by \"Southwest\" at 26.9% (dark blue) and \"Southeast\" at 26.7% (light blue). The remaining segments are \"West\" at 9.6% (medium-light blue) and \"Midwest\" at 8.8% (darker blue, though lighter than Southwest). The segments are arranged clockwise starting from the top.\n\n| Region | Percentage |\n| --- | --- |\n| Northeast | 28.0% |\n| Southwest | 26.9% |\n| Southeast | 26.7% |\n| West | 9.6% |\n| Midwest | 8.8% |" }, "classification": { "predictions": [ { "confidence": 0.9861884713172913, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.005676326807588339, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0030691856518387794, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0017461313400417566, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.0010998427169397473, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0005473614437505603, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00040312050259672105, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.00024738992215134203, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.00022589688887819648, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 0.00019637474906630814, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.00014881404058542103, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.00011898220691364259, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.00011594369425438344, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 8.36890540085733e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 4.8875066568143666e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { 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" 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}, "annotations": [] } ], "tables": [ { "self_ref": "#/tables/0", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "table", "prov": [ { "page_no": 4, "bbox": { "l": 16.595062255859375, "t": 445.0641555786133, "r": 701.4439086914062, "b": 64.91000366210938, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "data": { "table_cells": [ { "bbox": { "l": 40.25, "t": 97.89251999999999, "r": 698.4539900000001, "b": 168.63333554557266, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 0, "end_row_offset_idx": 1, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "FINANCIAL SUMMARY \u25aa GAAP Net (Loss) attributable to common stockholders of $(62.0) million, or $(1.29) per basic weighted average common share \u25aa Distributable Earnings (Loss) (3) of $(37.7) million, or $(0.79) per basic weighted average common share \u25aa Distributable Earnings (Loss) Before Realized Gains and Losses (3) of $(4.9) million, or $(0.10) per basic weighted average common share", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 38.69, "t": 184.89252, "r": 698.6160100000011, "b": 286.60501, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 1, "end_row_offset_idx": 2, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "PORTFOLIO ACTIVITY \u25aa Net loan portfolio activity of $(121.8) million in unpaid principal balance \u25e6 $(129.8) million in loan repayments, paydowns, resolutions and amortization, including one resolution of a $(76.0) million loan secured by a retail property with a previous office component located in Chicago, IL, one full repayment of a $(37.5) million loan secured by an office property in Richmond, VA, and one partial repayment of $(11.7) million of a loan secured by an office property in Los Angeles, CA \u25e6 $8.0 million in fundings", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 38.69, "t": 296.64249, "r": 575.8299900000004, "b": 355.155, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "PORTFOLIO OVERVIEW \u25aa Loan portfolio of $1.5 billion (1) in total loan commitments across 38 loans \u25aa Total CECL reserve of $165.8 million, or 11.4% of total loan portfolio commitments \u25aa Weighted average loan portfolio risk rating of 3.2 \u25aa Held two REO assets with an aggregate carrying value of $90.7 million (4)(5)", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 26.09, "t": 365.64249, "r": 698.5800100000007, "b": 461.95499, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 3, "end_row_offset_idx": 4, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "CAPITALIZATION & LIQUIDITY \u25aa Extended the maturity date of the Citibank and Morgan Stanley financing facilities to April 2027 and June 2027, respectively \u25aa Extended the maturity date of the secured credit facility to December 2027 \u25e6 Reduced financing spread by 25 bps and will further reduce borrowings by $12.0 million over the next few quarters \u25aa Unrestricted cash of $58.5 million and Total Leverage Ratio of 1.9x", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], "num_rows": 4, "num_cols": 1, "orientation": "rot_0", "grid": [ [ { "bbox": { "l": 40.25, "t": 97.89251999999999, "r": 698.4539900000001, "b": 168.63333554557266, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 0, "end_row_offset_idx": 1, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "FINANCIAL SUMMARY \u25aa GAAP Net (Loss) attributable to common stockholders of $(62.0) million, or $(1.29) per basic weighted average common share \u25aa Distributable Earnings (Loss) (3) of $(37.7) million, or $(0.79) per basic weighted average common share \u25aa Distributable Earnings (Loss) Before Realized Gains and Losses (3) of $(4.9) million, or $(0.10) per basic weighted average common share", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 38.69, "t": 184.89252, "r": 698.6160100000011, "b": 286.60501, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 1, "end_row_offset_idx": 2, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "PORTFOLIO ACTIVITY \u25aa Net loan portfolio activity of $(121.8) million in unpaid principal balance \u25e6 $(129.8) million in loan repayments, paydowns, resolutions and amortization, including one resolution of a $(76.0) million loan secured by a retail property with a previous office component located in Chicago, IL, one full repayment of a $(37.5) million loan secured by an office property in Richmond, VA, and one partial repayment of $(11.7) million of a loan secured by an office property in Los Angeles, CA \u25e6 $8.0 million in fundings", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 38.69, "t": 296.64249, "r": 575.8299900000004, "b": 355.155, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "PORTFOLIO OVERVIEW \u25aa Loan portfolio of $1.5 billion (1) in total loan commitments across 38 loans \u25aa Total CECL reserve of $165.8 million, or 11.4% of total loan portfolio commitments \u25aa Weighted average loan portfolio risk rating of 3.2 \u25aa Held two REO assets with an aggregate carrying value of $90.7 million (4)(5)", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 26.09, "t": 365.64249, "r": 698.5800100000007, "b": 461.95499, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 3, "end_row_offset_idx": 4, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "CAPITALIZATION & LIQUIDITY \u25aa Extended the maturity date of the Citibank and Morgan Stanley financing facilities to April 2027 and June 2027, respectively \u25aa Extended the maturity date of the secured credit facility to December 2027 \u25e6 Reduced financing spread by 25 bps and will further reduce borrowings by $12.0 million over the next few quarters \u25aa Unrestricted cash of $58.5 million and Total Leverage Ratio of 1.9x", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ] ] }, "annotations": [] }, { "self_ref": "#/tables/1", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "quber__table_id": "gpmt-q2-2026-supplemental-p6-t1", "quber__content_fingerprint": "19eaa80b" }, "label": 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