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Q2 2026 Company Presentation", "text": "Mortgage Trust, Inc. Q2 2026 Company Presentation", "level": 1 }, { "self_ref": "#/texts/2", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 1, "bbox": { "l": 36.0, "t": 184.96748000000002, "r": 105.38568, "b": 172.36096549520767, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "JULY 2026", "text": "JULY 2026" }, { "self_ref": "#/texts/3", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 1, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/4", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 2, "bbox": { "l": 36.0, "t": 518.80648, "r": 273.3820800000001, "b": 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"charspan": [ 0, 182 ] } ], "orig": "\u25aa BXMT's scale provides access to a global pipeline of real estate credit investments across sectors and markets, largely focused on institutional floating-rate, senior secured loans", "text": "BXMT's scale provides access to a global pipeline of real estate credit investments across sectors and markets, largely focused on institutional floating-rate, senior secured loans", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/11", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 2, "bbox": { "l": 266.45, "t": 197.92239999999998, "r": 675.6380000000005, "b": 156.08920127795528, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 177 ] } ], "orig": "\u25aa Strong balance sheet built for resilience through cycles with diversified, term-matched financings, substantial liquidity, and no capital markets mark-to-market provisions (b)", "text": "Strong balance sheet built for resilience through cycles with diversified, term-matched financings, substantial liquidity, and no capital markets mark-to-market provisions (b)", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/12", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 2, "bbox": { "l": 35.88, "t": 77.51351999999997, "r": 682.6854399999995, "b": 37.664136741214065, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 873 ] } ], "orig": "Note: The information in this presentation is as of June 30, 2026, and all averages are weighted averages, unless otherwise stated. Opinions expressed reflect the current opinions of BXMT as of the date indicated only and are based on BXMT's opinions of the current market environment, which is subject to change. Estimates, tar gets, forecasts, or similar predictions or returns are necessarily speculative, hypothetical, and inherently uncertain in nature, and it can be expected that some or all of the assumptions underlying such estimates, targets, forecasts, or similar predictions or returns contained herein will not materialize and/or that actual events and consequences thereof will vary materially from the assumptions upon which such estimates, targets, forecasts, or similar predictions or returns have been based. BXMT's manager is a subsidiary of Blackstone.", "text": "Note: The information in this presentation is as of June 30, 2026, and all averages are weighted averages, unless otherwise stated. Opinions expressed reflect the current opinions of BXMT as of the date indicated only and are based on BXMT's opinions of the current market environment, which is subject to change. Estimates, tar gets, forecasts, or similar predictions or returns are necessarily speculative, hypothetical, and inherently uncertain in nature, and it can be expected that some or all of the assumptions underlying such estimates, targets, forecasts, or similar predictions or returns contained herein will not materialize and/or that actual events and consequences thereof will vary materially from the assumptions upon which such estimates, targets, forecasts, or similar predictions or returns have been based. 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Past performance does not predict future returns. Largest alternatives asset manager based on Blackstone analysis of company earnings presentations and calls, as of June 30, 2026, or latest publicly available data. There can be no assurance that any Blackstone fund or investment will achieve its objectives or avoid substantial losses. There can be no assurance that views and opinions expressed in this document will come to pass.", "text": "Note: All data as of June 30, 2026, unless otherwise indicated. Past performance does not predict future returns. Largest alternatives asset manager based on Blackstone analysis of company earnings presentations and calls, as of June 30, 2026, or latest publicly available data. There can be no assurance that any Blackstone fund or investment will achieve its objectives or avoid substantial losses. 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"#/texts/132", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 35.88, "t": 407.56616, "r": 232.34336, "b": 393.7782332824428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Collateral Diversification (k)", "text": "Collateral Diversification (k)", "level": 1 }, { "self_ref": "#/texts/133", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 367.85, "t": 407.56616, "r": 576.0685599999998, "b": 393.7782332824428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Geographic Distribution (k)(m)", "text": "Geographic Distribution (k)(m)", "level": 1 }, { "self_ref": "#/texts/134", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/135", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/136", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 679.63, "t": 31.86948000000001, "r": 683.84296, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "8", "text": "8" }, { "self_ref": "#/texts/137", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": 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"page_footer", "prov": [ { "page_no": 10, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/142", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 10, "bbox": { "l": 679.63, "t": 31.86948000000001, "r": 683.84296, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "9", "text": "9" }, { "self_ref": "#/texts/143", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 11, "bbox": { "l": 36.0, "t": 519.4725279999999, "r": 210.4348, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "BXMT SAMPLE TRANSACTIONS (p)", "text": "BXMT SAMPLE TRANSACTIONS (p)" }, { "self_ref": "#/texts/144", "parent": { "$ref": 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[], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/155", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/156", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "10", "text": "10" }, { "self_ref": "#/texts/157", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 12, "bbox": { "l": 36.0, "t": 519.4725279999999, "r": 334.4248, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 48 ] } ], "orig": "CASE STUDY: BANK LOAN PORTFOLIO ACQUISITIONS (p)", "text": "CASE STUDY: BANK LOAN PORTFOLIO ACQUISITIONS (p)" }, { "self_ref": "#/texts/158", "parent": { "$ref": "#/groups/24" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 35.88, "t": 485.44239999999996, "r": 678.4939999999997, "b": 458.00920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 227 ] } ], "orig": "\u25aa In Q3 2025, BXMT acquired a $0.3B share in a $0.6B portfolio of low-leverage, performing loans at a discount to par from a U.S. bank; diversified across 425 primarily fixed rate loans backed by stabilized net lease properties", "text": "In Q3 2025, BXMT acquired a $0.3B share in a $0.6B portfolio of low-leverage, performing loans at a discount to par from a U.S. bank; diversified across 425 primarily fixed rate loans backed by stabilized net lease properties", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/159", "parent": { "$ref": "#/groups/24" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 35.88, "t": 451.6024, "r": 677.744, "b": 424.16920127795527, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 181 ] } ], "orig": "\u25aa In 2025, BXMT participated in $2.0B (r) of bank loan portfolio acquisitions purchased at discounts, demonstrating the company's differentiated access to high -quality investments", "text": "In 2025, BXMT participated in $2.0B (r) of bank loan portfolio acquisitions purchased at discounts, demonstrating the company's differentiated access to high -quality investments", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/160", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 41.616, "t": 397.05616000000003, "r": 215.84952, "b": 383.2639396641221, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Investment Highlights (s)", "text": "Investment Highlights (s)", "level": 1 }, { "self_ref": "#/texts/161", "parent": { "$ref": "#/groups/25" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 79.296, "t": 322.524, "r": 358.6440000000003, "b": 311.74920127795525, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "100% performing senior loans acquired at a discount", "text": "100% performing senior loans acquired at a discount", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/162", "parent": { "$ref": "#/groups/25" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 79.296, "t": 259.904, "r": 311.74800000000016, "b": 249.1292012779553, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 43 ] } ], "orig": "Fully occupied with 12% in-place debt yield", "text": "Fully occupied with 12% in-place debt yield", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/163", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 12, "bbox": { "l": 79.296, "t": 197.94547999999998, "r": 130.84380000000002, "b": 186.48920127795526, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 11 ] } ], "orig": "52% LTV (t)", "text": "52% LTV (t)" }, { "self_ref": "#/texts/164", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 12, "bbox": { "l": 79.296, "t": 141.85399999999998, "r": 319.47600000000017, "b": 131.07920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 46 ] } ], "orig": "Granular portfolio of essential-use retail and", "text": "Granular portfolio of essential-use retail and" }, { "self_ref": "#/texts/165", "parent": { "$ref": "#/groups/26" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 12, "bbox": { "l": 79.296, "t": 127.47168799999997, "r": 323.1339039999999, "b": 116.67533968051117, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 46 ] } ], "orig": "service-oriented assets ($1.4M avg. loan size)", "text": "service-oriented assets ($1.4M avg. loan size)", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/166", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 393.14, "t": 396.994304, "r": 600.5332880000001, "b": 383.16823328244277, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Geographic Diversification (s)", "text": "Geographic Diversification (s)", "level": 1 }, { "self_ref": "#/texts/167", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 12, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/168", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 12, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/169", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 12, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "11", "text": "11" }, { "self_ref": "#/texts/170", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 13, "bbox": { "l": 36.0, "t": 518.80648, "r": 232.81008000000006, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 29 ] } ], "orig": "NET LEASE INVESTMENT STRATEGY", "text": "NET LEASE INVESTMENT STRATEGY" }, { "self_ref": "#/texts/171", "parent": { "$ref": "#/groups/27" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 36.0, "t": 485.44239999999996, "r": 663.9339999999997, "b": 458.00920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 201 ] } ], "orig": "\u25aa In Q4 2024, BXMT entered into a Net Lease JV focused on acquiring well-located net lease properties with strong in-place cash flow coverage and tenants in the essential-use and service retail sectors", "text": "In Q4 2024, BXMT entered into a Net Lease JV focused on acquiring well-located net lease properties with strong in-place cash flow coverage and tenants in the essential-use and service retail sectors", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/172", "parent": { "$ref": "#/groups/27" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 13, "bbox": { "l": 36.0, "t": 451.6024, "r": 673.0659999999999, "b": 424.16920127795527, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 205 ] } ], "orig": "\u25aa Net lease strategy complements BXMT's floating -rate lending model with long-duration, fixed-rate cash flows, and further positions the company to capture relative value across real estate credit markets", "text": "Net lease strategy complements BXMT's floating -rate lending model with long-duration, fixed-rate cash flows, and further positions the company to capture relative value across real estate credit markets", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/173", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/174", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/175", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 675.19, "t": 31.941480000000013, "r": 683.6029199999999, "b": 24.72236485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "12", "text": "12" }, { "self_ref": "#/texts/176", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 14, "bbox": { "l": 36.0, "t": 518.80648, "r": 174.16559999999996, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "ROBUST CAPITALIZATION", "text": "ROBUST CAPITALIZATION" }, { "self_ref": "#/texts/177", "parent": { "$ref": "#/groups/28" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 36.0, "t": 485.5824, "r": 677.8779999999994, "b": 458.1492012779552, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 218 ] } ], "orig": "\u25aa BXMT's scale and strong track record afford consistent access to a wide variety of asset -level and corporate capital options, supporting efficient execution and balance sheet stability throughout market environments", "text": "BXMT's scale and strong track record afford consistent access to a wide variety of asset -level and corporate capital options, supporting efficient execution and balance sheet stability throughout market environments", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/178", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 14, "bbox": { "l": 502.49, "t": 266.46652, "r": 670.6263199999999, "b": 214.88089712460066, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 58 ] } ], "orig": "$7.0B+ Total securitized debt transactions since inception", "text": "$7.0B+ Total securitized debt transactions since inception" }, { "self_ref": "#/texts/179", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/180", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/181", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "13", "text": "13" }, { "self_ref": "#/texts/182", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 15, "bbox": { "l": 36.0, "t": 518.80648, "r": 174.16559999999996, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "ROBUST CAPITALIZATION", "text": "ROBUST CAPITALIZATION" }, { "self_ref": "#/texts/183", "parent": { "$ref": "#/groups/29" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 15, "bbox": { "l": 36.0, "t": 485.44239999999996, "r": 485.65200000000044, "b": 472.4092012779552, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 82 ] } ], "orig": "\u25aa BXMT's capital structure prioritizes risk management and balance sheet stability", "text": "BXMT's capital structure prioritizes risk management and balance sheet stability", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/184", "parent": { "$ref": "#/pictures/11" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 412.29699999999997, "r": 78.747, "b": 393.4411022364217, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "1.", "text": "1." }, { "self_ref": "#/texts/185", "parent": { "$ref": "#/pictures/12" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 347.467, "r": 78.747, "b": 328.61110223642174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "2.", "text": "2." }, { "self_ref": "#/texts/186", "parent": { "$ref": "#/pictures/13" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 282.667, "r": 78.747, "b": 263.81110223642173, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "3.", "text": "3." }, { "self_ref": "#/texts/187", "parent": { "$ref": "#/pictures/15" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 153.064688, "r": 78.75578399999999, "b": 134.18724063897764, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "5.", "text": "5." }, { "self_ref": "#/texts/188", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 412.29699999999997, "r": 78.747, "b": 393.4411022364217, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "1.", "text": "1." }, { "self_ref": "#/texts/189", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 96.384, "t": 407.91832, "r": 513.85504, "b": 394.56096549520765, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 67 ] } ], "orig": "No capital markets and limited credit mark-to-market provisions (b)", "text": "No capital markets and limited credit mark-to-market provisions (b)" }, { "self_ref": "#/texts/190", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 347.467, "r": 78.747, "b": 328.61110223642174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "2.", "text": "2." }, { "self_ref": "#/texts/191", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 96.384, "t": 342.33748, "r": 568.5772800000001, "b": 329.73096549520767, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 74 ] } ], "orig": "Prioritize lower cost over incremental leverage to optimize current income", "text": "Prioritize lower cost over incremental leverage to optimize current income" }, { "self_ref": "#/texts/192", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 282.667, "r": 78.747, "b": 263.81110223642173, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "3.", "text": "3." }, { "self_ref": "#/texts/193", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 96.384, "t": 277.53748, "r": 574.1078000000002, "b": 264.93096549520766, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 72 ] } ], "orig": "Term-matched: debt maturities correspond to contractual asset repayments", "text": "Term-matched: debt maturities correspond to contractual asset repayments" }, { "self_ref": "#/texts/194", "parent": { "$ref": "#/groups/31" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 217.84699999999998, "r": 368.3687600000001, "b": 198.99110223642174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 46 ] } ], "orig": "4. Index-matched: eliminate interest rate risk", "text": "Index-matched: eliminate interest rate risk", "enumerated": true, "marker": "4." }, { "self_ref": "#/texts/195", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 60.0, "t": 153.064688, "r": 78.75578399999999, "b": 134.18724063897764, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "5.", "text": "5." }, { "self_ref": "#/texts/196", "parent": { "$ref": "#/groups/30" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 96.384, "t": 147.91747999999995, "r": 426.90296, "b": 135.31096549520765, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "Currency-matched: hedge foreign currency exposure", "text": "Currency-matched: hedge foreign currency exposure" }, { "self_ref": "#/texts/197", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 15, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/198", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 15, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/199", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 15, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "14", "text": "14" }, { "self_ref": "#/texts/200", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 518.80648, "r": 316.1731200000001, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "ENDNOTES RELATING TO COMPANY PRESENTATION", "text": "ENDNOTES RELATING TO COMPANY PRESENTATION", "level": 1 }, { "self_ref": "#/texts/201", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 495.3986, "r": 129.3626, "b": 488.39498083067093, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 24 ] } ], "orig": "a. As of March 31, 2026.", "text": "As of March 31, 2026.", "enumerated": true, "marker": "a." }, { "self_ref": "#/texts/202", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 482.0786, "r": 686.3278, "b": 456.35498083067097, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 423 ] } ], "orig": "b. The majority of BXMT's master repurchase agreements and secured credit facilities are non-mark-to-market, which means the margin call provisions only permit valuation adjustments if the loan or collateral pledged or sold by us becomes defaulted, and the margin call provisions for the remainder are limited to collateral-specific credit marks generally determined on a commercially reasonable basis.", "text": "The majority of BXMT's master repurchase agreements and secured credit facilities are non-mark-to-market, which means the margin call provisions only permit valuation adjustments if the loan or collateral pledged or sold by us becomes defaulted, and the margin call provisions for the remainder are limited to collateral-specific credit marks generally determined on a commercially reasonable basis.", "enumerated": true, "marker": "b." }, { "self_ref": "#/texts/203", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 449.9186, "r": 501.2926, "b": 442.91498083067097, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 131 ] } ], "orig": "c. Based on Blackstone analysis of company earnings presentations and calls, as of June 30, 2026 or latest publicly available data.", "text": "Based on Blackstone analysis of company earnings presentations and calls, as of June 30, 2026 or latest publicly available data.", "enumerated": true, "marker": "c." }, { "self_ref": "#/texts/204", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 436.59860000000003, "r": 686.3278, "b": 382.76498083067094, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 940 ] } ], "orig": "d. AUM is estimated and unaudited. The AUM for Blackstone, any specific fund, account or investment strategy or business unit presented in this presentation may differ from any comparable AUM disclosure in other non-public or public sources (including public regulatory filings) due to, among other factors, different methods for reporting net asset value and capital commitment, differences in categorizing certain funds and accounts within specific investment strategies, or regulatory requirements. AUM includes non-fee-paying assets, including co-investments and Blackstone's GP and side by side commitments, as applicable. Private Wealth Channel AUM represents assets under management from the private wealth channel across Blackstone funds and thus overlaps with AUM reported for various business units. All figures are subject to change. Not all strategies have been in existence at Blackstone for the full 40-year investment record.", "text": "AUM is estimated and unaudited. The AUM for Blackstone, any specific fund, account or investment strategy or business unit presented in this presentation may differ from any comparable AUM disclosure in other non-public or public sources (including public regulatory filings) due to, among other factors, different methods for reporting net asset value and capital commitment, differences in categorizing certain funds and accounts within specific investment strategies, or regulatory requirements. AUM includes non-fee-paying assets, including co-investments and Blackstone's GP and side by side commitments, as applicable. Private Wealth Channel AUM represents assets under management from the private wealth channel across Blackstone funds and thus overlaps with AUM reported for various business units. All figures are subject to change. Not all strategies have been in existence at Blackstone for the full 40-year investment record.", "enumerated": true, "marker": "d." }, { "self_ref": "#/texts/205", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 376.4486, "r": 686.3278, "b": 341.36498083067096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 636 ] } ], "orig": "e. Credit & Insurance: Based on Blackstone Credit and Insurance analysis of company earnings presentations and calls, as of December 31, 2025 and latest publicly available data of Blackstone Credit and Insurance peers. Real Estate: Largest owner based on estimated market value per Real Capital Analytics. Private Equity: Based on Private Equity International, as of June 2025. Represents amount of capital raised from investors over a rolling five-year period. Multi-Asset Investing: With Intelligence FoHF Billion Dollar Club, as of June 2025, based on AUM. Includes AUM from BXMA's non-fund of fund platforms.", "text": "Credit & Insurance: Based on Blackstone Credit and Insurance analysis of company earnings presentations and calls, as of December 31, 2025 and latest publicly available data of Blackstone Credit and Insurance peers. Real Estate: Largest owner based on estimated market value per Real Capital Analytics. Private Equity: Based on Private Equity International, as of June 2025. Represents amount of capital raised from investors over a rolling five-year period. Multi-Asset Investing: With Intelligence FoHF Billion Dollar Club, as of June 2025, based on AUM. Includes AUM from BXMA's non-fund of fund platforms.", "enumerated": true, "marker": "e." }, { "self_ref": "#/texts/206", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 334.9286, "r": 686.3278, "b": 318.56498083067095, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 230 ] } ], "orig": "f. Reflects percentage of loan commitments generated by repeat borrowers, inclusive of loan portfolios and other acquisitions from existing relationships, spanning BREDS-Related Activity across the Blackstone Real Estate business.", "text": "Reflects percentage of loan commitments generated by repeat borrowers, inclusive of loan portfolios and other acquisitions from existing relationships, spanning BREDS-Related Activity across the Blackstone Real Estate business.", "enumerated": true, "marker": "f." }, { "self_ref": "#/texts/207", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 312.266288, "r": 402.281408, "b": 305.2411192332268, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 100 ] } ], "orig": "g. Includes loan originations across BXMT and BREDS Drawdown Funds; excludes portfolio acquisitions.", "text": "Includes loan originations across BXMT and BREDS Drawdown Funds; excludes portfolio acquisitions.", "enumerated": true, "marker": "g." }, { "self_ref": "#/texts/208", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 298.90860000000004, "r": 686.3278, "b": 282.54498083067097, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 237 ] } ], "orig": "h. Includes initial outstanding principal balance of the Signature Loan Portfolio at a 100% share, in which Blackstone-advised investment vehicles formed a joint venture with a partner and acquired a 20% equity stake in a $17B portfolio.", "text": "Includes initial outstanding principal balance of the Signature Loan Portfolio at a 100% share, in which Blackstone-advised investment vehicles formed a joint venture with a partner and acquired a 20% equity stake in a $17B portfolio.", "enumerated": true, "marker": "h." }, { "self_ref": "#/texts/209", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 276.1086, "r": 686.3278, "b": 241.02498083067093, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 595 ] } ], "orig": "i. Reflects, as of June 30, 2026, (i) BXMT's loan portfolio of $16.9B, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's $0.7B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's $0.5B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) BXMT's $0.1B share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, (v) the $1.4B aggregate carrying value of BXMT's owned real estate assets, and (vi) BXMT's $66M fair value of investments in debt securities.", "text": "Reflects, as of June 30, 2026, (i) BXMT's loan portfolio of $16.9B, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's $0.7B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's $0.5B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) BXMT's $0.1B share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, (v) the $1.4B aggregate carrying value of BXMT's owned real estate assets, and (vi) BXMT's $66M fair value of investments in debt securities.", "enumerated": true, "marker": "i." }, { "self_ref": "#/texts/210", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 234.70860000000005, "r": 686.3278, "b": 218.34498083067092, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 236 ] } ], "orig": "j. Investment types that represent less than 1% of BXMT's Investment Portfolio are included in Other Investments in the chart, which includes the Homebuilder Finance Joint Venture and investment in debt securities.", "text": "Investment types that represent less than 1% of BXMT's Investment Portfolio are included in Other Investments in the chart, which includes the Homebuilder Finance Joint Venture and investment in debt securities.", "enumerated": true, "marker": "j." }, { "self_ref": "#/texts/211", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 212.02859999999998, "r": 600.0826000000001, "b": 205.02498083067093, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 158 ] } ], "orig": "k. Assets in BXMT's loan portfolio with multiple components are proportioned into the relevant collateral types and geographies based on their relative value.", "text": "Assets in BXMT's loan portfolio with multiple components are proportioned into the relevant collateral types and geographies based on their relative value.", "enumerated": true, "marker": "k." }, { "self_ref": "#/texts/212", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 198.58860000000004, "r": 155.1626, "b": 191.58498083067093, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "l. Based on Net Loan Exposure.", "text": "Based on Net Loan Exposure.", "enumerated": true, "marker": "l." }, { "self_ref": "#/texts/213", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 185.286288, "r": 506.489776, "b": 178.26111923322685, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 132 ] } ], "orig": "m. Excludes one U.S. dollar-denominated loan (0.4% of portfolio) that is located in Bermuda and allocated to 'Other International. '", "text": "Excludes one U.S. dollar-denominated loan (0.4% of portfolio) that is located in Bermuda and allocated to 'Other International. '", "enumerated": true, "marker": "m." }, { "self_ref": "#/texts/214", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 171.92860000000002, "r": 686.3278, "b": 146.20498083067093, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 466 ] } ], "orig": "n. Includes (i) BXMT's loan portfolio, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) BXMT's share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, and (v) the carrying value of BXMT's owned real estate assets.", "text": "Includes (i) BXMT's loan portfolio, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) BXMT's share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, and (v) the carrying value of BXMT's owned real estate assets.", "enumerated": true, "marker": "n." }, { "self_ref": "#/texts/215", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 139.7686, "r": 653.0026, "b": 132.76498083067094, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 176 ] } ], "orig": "o. Includes (i) multifamily and condo loans, (ii) multifamily owned real estate assets, and (iii) BXMT's share of the fair value of loans held by BXMT's Homebuilder Finance JV.", "text": "Includes (i) multifamily and condo loans, (ii) multifamily owned real estate assets, and (iii) BXMT's share of the fair value of loans held by BXMT's Homebuilder Finance JV.", "enumerated": true, "marker": "o." }, { "self_ref": "#/texts/216", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 126.4486, "r": 686.3278, "b": 100.72498083067092, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 387 ] } ], "orig": "p. Summary information regarding specific investment and/or transactions are examples presented for illustrative purposes only. The results stated may not be representative of any specific investment, all investments of a given type, or of investments generally. Actual results over the life of each investment could differ materially from the results presented.", "text": "Summary information regarding specific investment and/or transactions are examples presented for illustrative purposes only. The results stated may not be representative of any specific investment, all investments of a given type, or of investments generally. Actual results over the life of each investment could differ materially from the results presented.", "enumerated": true, "marker": "p." }, { "self_ref": "#/texts/217", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 94.40460000000002, "r": 391.1126, "b": 87.40098083067096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 97 ] } ], "orig": "q. Reflects loan-to-value ('LTV') as of the date investments were originated or acquired by BXMT.", "text": "Reflects loan-to-value ('LTV') as of the date investments were originated or acquired by BXMT.", "enumerated": true, "marker": "q." }, { "self_ref": "#/texts/218", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 80.96460000000002, "r": 565.4026, "b": 73.9609808306709, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 146 ] } ], "orig": "r. BXMT's share represents $0.7B in OPB acquired by its Bank Loan Portfolio JV, including $0.4B acquired in Q2 2025 and $0.3B acquired in Q3 2025.", "text": "BXMT's share represents $0.7B in OPB acquired by its Bank Loan Portfolio JV, including $0.4B acquired in Q2 2025 and $0.3B acquired in Q3 2025.", "enumerated": true, "marker": "r." }, { "self_ref": "#/texts/219", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 67.66228799999999, "r": 234.851408, "b": 60.63711923322683, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 56 ] } ], "orig": "s. Reflects underlying portfolio at time of acquisition.", "text": "Reflects underlying portfolio at time of acquisition.", "enumerated": true, "marker": "s." }, { "self_ref": "#/texts/220", "parent": { "$ref": "#/groups/32" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 16, "bbox": { "l": 36.0, "t": 54.30060000000003, "r": 419.45259999999996, "b": 47.29698083067092, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 105 ] } ], "orig": "t. Reflects weighted average LTV as of the date investments were originated prior to acquisition by BXMT.", "text": "Reflects weighted average LTV as of the date investments were originated prior to acquisition by BXMT.", "enumerated": true, "marker": "t." }, { "self_ref": "#/texts/221", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 16, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/222", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 16, "bbox": { "l": 619.06, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Blackstone | 15", "text": "Blackstone | 15" }, { "self_ref": "#/texts/223", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 36.0, "t": 371.422, "r": 590.8620000000002, "b": 281.7561679389313, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 29 ] } ], "orig": "BXMT Q2 2026 Earnings Release", "text": "BXMT Q2 2026 Earnings Release", "level": 1 }, { "self_ref": "#/texts/224", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/225", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 619.06, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Blackstone | 16", "text": "Blackstone | 16" }, { "self_ref": "#/texts/226", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 18, "bbox": { "l": 36.0, "t": 518.80648, "r": 136.37568000000002, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "BXMT HIGHLIGHTS", "text": "BXMT HIGHLIGHTS" }, { "self_ref": "#/texts/227", "parent": { "$ref": "#/groups/33" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 18, "bbox": { "l": 36.0, "t": 485.44239999999996, "r": 683.5480000000001, "b": 472.4092012779552, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 127 ] } ], "orig": "\u25aa Q2 GAAP EPS of $(0.48), Distributable EPS (1) of $0.31, and Distributable EPS prior to realized gains & losses (1) of $0.48", "text": "Q2 GAAP EPS of $(0.48), Distributable EPS (1) of $0.31, and Distributable EPS prior to realized gains & losses (1) of $0.48", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/228", "parent": { "$ref": "#/groups/33" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 18, "bbox": { "l": 36.0, "t": 466.00239999999997, "r": 608.5560000000002, "b": 438.56920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 197 ] } ], "orig": "\u25aa Continued execution on portfolio turnover, with strong repayments and active capital deployment into highconviction investment themes accessible through Blackstone's proprietary sourcing channels", "text": "Continued execution on portfolio turnover, with strong repayments and active capital deployment into highconviction investment themes accessible through Blackstone's proprietary sourcing channels", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/229", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 35.88, "t": 382.66424, "r": 101.27832000000001, "b": 369.5382332824428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "Earnings", "text": "Earnings", "level": 1 }, { "self_ref": "#/texts/230", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 35.88, "t": 360.974, "r": 155.68800000000005, "b": 350.19920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "Strong current income", "text": "Strong current income" }, { "self_ref": "#/texts/231", "parent": { "$ref": "#/groups/34" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 49.896, "t": 302.84652, "r": 125.91716000000005, "b": 277.7412389776358, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "$0.48", "text": "$0.48" }, { "self_ref": "#/texts/232", "parent": { "$ref": "#/groups/34" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 49.896, "t": 273.38052000000005, "r": 168.66047999999998, "b": 252.4374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 56 ] } ], "orig": "distributable EPS prior to realized gains and losses (1)", "text": "distributable EPS prior to realized gains and losses (1)" }, { "self_ref": "#/texts/233", "parent": { "$ref": "#/groups/35" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 49.896, "t": 207.42651999999998, "r": 125.91716000000005, "b": 182.32123897763574, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "$0.47", "text": "$0.47" }, { "self_ref": "#/texts/234", "parent": { "$ref": "#/groups/35" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 49.896, "t": 177.96051999999997, "r": 133.38072000000003, "b": 169.0174370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "dividend per share", "text": "dividend per share" }, { "self_ref": "#/texts/235", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 480.12, "t": 382.66424, "r": 569.72328, "b": 369.5382332824428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "Repayments", "text": "Repayments", "level": 1 }, { "self_ref": "#/texts/236", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 480.12, "t": 360.974, "r": 613.8479999999997, "b": 350.19920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Active portfolio turnover", "text": "Active portfolio turnover" }, { "self_ref": "#/texts/237", "parent": { "$ref": "#/groups/36" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 493.9, "t": 302.84652, "r": 570.1727999999998, "b": 277.7412389776358, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "$1.2B", "text": "$1.2B" }, { "self_ref": "#/texts/238", "parent": { "$ref": "#/groups/36" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 493.9, "t": 273.38052000000005, "r": 567.9526000000002, "b": 264.4374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "loan repayments", "text": "loan repayments" }, { "self_ref": "#/texts/239", "parent": { "$ref": "#/groups/37" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 493.9, "t": 207.42651999999998, "r": 545.90456, "b": 182.32123897763574, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 3 ] } ], "orig": "99%", "text": "99%" }, { "self_ref": "#/texts/240", "parent": { "$ref": "#/groups/37" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 493.9, "t": 177.96051999999997, "r": 588.7627600000003, "b": 157.0174370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "of repayments pre-2023 originations", "text": "of repayments pre-2023 originations" }, { "self_ref": "#/texts/241", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 258.12, "t": 382.66424, "r": 347.62499999999994, "b": 369.5382332824428, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 11 ] } ], "orig": "Investments", "text": "Investments", "level": 1 }, { "self_ref": "#/texts/242", "parent": { "$ref": "#/groups/50" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 258.12, "t": 360.974, "r": 373.6200000000003, "b": 335.79920127795526, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "Differentiated global deployment channels", "text": "Differentiated global deployment channels" }, { "self_ref": "#/texts/243", "parent": { "$ref": "#/groups/38" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 272.4, "t": 302.84652, "r": 348.6728000000001, "b": 277.7412389776358, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "$1.4B", "text": "$1.4B" }, { "self_ref": "#/texts/244", "parent": { "$ref": "#/groups/38" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 272.4, "t": 273.38052000000005, "r": 352.69795999999997, "b": 264.4374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "Q2 investments (a)", "text": "Q2 investments (a)" }, { "self_ref": "#/texts/245", "parent": { "$ref": "#/groups/50" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 271.75, "t": 207.22420799999998, "r": 340.08692799999994, "b": 182.0973773801917, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "75%+", "text": "75%+" }, { "self_ref": "#/texts/246", "parent": { "$ref": "#/groups/50" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 271.75, "t": 177.74052, "r": 447.8771199999999, "b": 156.79357546325878, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 54 ] } ], "orig": "residential, (b) industrial, and net lease properties", "text": "residential, (b) industrial, and net lease properties" }, { "self_ref": "#/texts/247", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 35.76, "t": 84.73752000000002, "r": 682.5454399999995, "b": 44.888136741214055, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 873 ] } ], "orig": "Note: The information in this presentation is as of June 30, 2026, and all averages are weighted averages, unless otherwise stated. Opinions expressed reflect the current opinions of BXMT as of the date indicated only and are based on BXMT's opinions of the current market environment, which is subject to change. Estimates, tar gets, forecasts, or similar predictions or returns are necessarily speculative, hypothetical, and inherently uncertain in nature, and it can be expected that some or all of the assumptions underlying such estimates, targets, forecasts, or similar predictions or returns contained herein will not materialize and/or that actual events and consequences thereof will vary materially from the assumptions upon which such estimates, targets, forecasts, or similar predictions or returns have been based. BXMT's manager is a subsidiary of Blackstone.", "text": "Note: The information in this presentation is as of June 30, 2026, and all averages are weighted averages, unless otherwise stated. Opinions expressed reflect the current opinions of BXMT as of the date indicated only and are based on BXMT's opinions of the current market environment, which is subject to change. Estimates, tar gets, forecasts, or similar predictions or returns are necessarily speculative, hypothetical, and inherently uncertain in nature, and it can be expected that some or all of the assumptions underlying such estimates, targets, forecasts, or similar predictions or returns contained herein will not materialize and/or that actual events and consequences thereof will vary materially from the assumptions upon which such estimates, targets, forecasts, or similar predictions or returns have been based. BXMT's manager is a subsidiary of Blackstone." }, { "self_ref": "#/texts/248", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 18, "bbox": { "l": 35.76, "t": 42.73752000000002, "r": 285.39576000000005, "b": 36.48813674121408, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 77 ] } ], "orig": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income.", "text": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income." }, { "self_ref": "#/texts/249", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/250", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/251", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "17", "text": "17" }, { "self_ref": "#/texts/252", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 19, "bbox": { "l": 36.0, "t": 518.80648, "r": 102.37248, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "Q2 RESULTS", "text": "Q2 RESULTS" }, { "self_ref": "#/texts/253", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 65.784, "t": 442.72052, "r": 102.90492000000002, "b": 433.7774370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "Earnings", "text": "Earnings", "level": 1 }, { "self_ref": "#/texts/254", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 58.512, "t": 343.32052000000004, "r": 112.06692, "b": 334.3774370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 11 ] } ], "orig": "Investments", "text": "Investments", "level": 1 }, { "self_ref": "#/texts/255", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 65.208, "t": 236.52052000000003, "r": 104.11176, "b": 227.5774370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "Portfolio", "text": "Portfolio", "level": 1 }, { "self_ref": "#/texts/256", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 53.976, "t": 141.04052000000001, "r": 119.17415999999999, "b": 120.09743706070287, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "Capitalization and Liquidity", "text": "Capitalization and Liquidity", "level": 1 }, { "self_ref": "#/texts/257", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 151.15, "t": 475.812, "r": 673.9377600000007, "b": 452.9574370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 159 ] } ], "orig": "\u25aa Q2 GAAP net loss per share of $(0.48), Distributable Earnings (1) per share of $0.31, and Distributable EPS prior to realized gains and losses (1) of $0.48", "text": "Q2 GAAP net loss per share of $(0.48), Distributable Earnings (1) per share of $0.31, and Distributable EPS prior to realized gains and losses (1) of $0.48", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/258", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 151.15, "t": 445.79200000000003, "r": 668.9208000000004, "b": 422.9374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 199 ] } ], "orig": "\u25aa Book value per share of $19.31, including $2.43 per share of CECL reserves and $0.76 per share of accumulated depreciation and amortization of owned real estate and BXMT's share of the Net Lease JV", "text": "Book value per share of $19.31, including $2.43 per share of CECL reserves and $0.76 per share of accumulated depreciation and amortization of owned real estate and BXMT's share of the Net Lease JV", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/259", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 151.15, "t": 415.79200000000003, "r": 325.36528000000015, "b": 404.9374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "\u25aa Paid Q2 dividend of $0.47 per share", "text": "Paid Q2 dividend of $0.47 per share", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/260", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 153.48, "t": 378.152, "r": 650.8025600000004, "b": 355.29743706070286, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 124 ] } ], "orig": "\u25aa Total Q2 investments of $1.4B, (a) including $1.1B of loan originations and $0.1B of net lease acquisitions at BXMT share", "text": "Total Q2 investments of $1.4B, (a) including $1.1B of loan originations and $0.1B of net lease acquisitions at BXMT share", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/261", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 153.48, "t": 348.170504, "r": 510.5011199999999, "b": 337.29743706070286, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 76 ] } ], "orig": "\u25aa Established Homebuilder Finance JV, acquiring $0.1B of loans at BXMT share", "text": "Established Homebuilder Finance JV, acquiring $0.1B of loans at BXMT share", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/262", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 153.48, "t": 330.132, "r": 669.71444, "b": 319.2774370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 115 ] } ], "orig": "\u25aa Residential, (b) industrial, and net lease assets accounted for 78% of Q2 investments and 80% of LTM investments", "text": "Residential, (b) industrial, and net lease assets accounted for 78% of Q2 investments and 80% of LTM investments", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/263", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 153.48, "t": 312.132, "r": 474.5953199999998, "b": 301.2774370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 69 ] } ], "orig": "\u25aa Collected $1.2B of loan repayments in Q2, including $1.0B in Europe", "text": "Collected $1.2B of loan repayments in Q2, including $1.0B in Europe", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/264", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 152.76, "t": 277.072, "r": 651.9945200000005, "b": 254.21743706070288, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 151 ] } ], "orig": "\u25aa Investment portfolio of $19.7B; (c) loan portfolio is 97% (d)(e) performing, with more than half concentrated in residential and industrial sectors", "text": "Investment portfolio of $19.7B; (c) loan portfolio is 97% (d)(e) performing, with more than half concentrated in residential and industrial sectors", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/265", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 152.76, "t": 247.072, "r": 496.2156, "b": 236.21743706070288, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 74 ] } ], "orig": "\u25aa Resolved one impaired multifamily loan via transfer to owned real estate", "text": "Resolved one impaired multifamily loan via transfer to owned real estate", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/266", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 152.76, "t": 229.090504, "r": 681.939720000001, "b": 206.2135754632588, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 123 ] } ], "orig": "\u25aa 23% net reduction in the watchlist (one upgrade, three downgrades), and three new impaired loans, two of which are office", "text": "23% net reduction in the watchlist (one upgrade, three downgrades), and three new impaired loans, two of which are office", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/267", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 152.76, "t": 199.04200000000003, "r": 679.3685600000003, "b": 188.1874370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 113 ] } ], "orig": "\u25aa CECL reserves increased by $106M quarter over quarter to $410M, including $219M of asset-specific CECL reserves", "text": "CECL reserves increased by $106M quarter over quarter to $410M, including $219M of asset-specific CECL reserves", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/268", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 151.18, "t": 164.840504, "r": 674.7642239999996, "b": 141.9374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 129 ] } ], "orig": "\u25aa Stable, well-structured balance sheet with strong liquidity of $1.2B and ample financing capacity across 16 bank counterparties", "text": "Stable, well-structured balance sheet with strong liquidity of $1.2B and ample financing capacity across 16 bank counterparties", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/269", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 151.18, "t": 134.79200000000003, "r": 586.5863200000006, "b": 123.9374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 96 ] } ], "orig": "\u25aa Issued $0.5B of Senior Secured Notes due 2031 in Q2, further extending duration of liabilities", "text": "Issued $0.5B of Senior Secured Notes due 2031 in Q2, further extending duration of liabilities", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/270", "parent": { "$ref": "#/groups/39" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 19, "bbox": { "l": 151.18, "t": 116.79200000000003, "r": 616.6628, "b": 105.9374370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 100 ] } ], "orig": "\u25aa Closed one new non-MTM facility in Q2; 88% non-MTM debt with no capital markets MTM provisions (f)", "text": "Closed one new non-MTM facility in Q2; 88% non-MTM debt with no capital markets MTM provisions (f)", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/271", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 19, "bbox": { "l": 36.0, "t": 52.361519999999985, "r": 287.98496, "b": 46.112136741214044, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 77 ] } ], "orig": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income.", "text": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income." }, { "self_ref": "#/texts/272", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/273", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/274", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "18", "text": "18" }, { "self_ref": "#/texts/275", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 20, "bbox": { "l": 36.0, "t": 518.80648, "r": 90.05184, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "EARNINGS", "text": "EARNINGS" }, { "self_ref": "#/texts/276", "parent": { "$ref": "#/groups/40" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 36.0, "t": 485.44239999999996, "r": 480.29000000000025, "b": 472.4092012779552, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 86 ] } ], "orig": "\u25aa Q2 Distributable Earnings prior to realized gains and losses (1) of $0.48 per share", "text": "Q2 Distributable Earnings prior to realized gains and losses (1) of $0.48 per share", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/277", "parent": { "$ref": "#/groups/40" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 36.0, "t": 466.00239999999997, "r": 595.8980000000005, "b": 452.9692012779552, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 104 ] } ], "orig": "\u25aa Loan portfolio performance of 97% (d)(e) benefiting from loan resolutions and new vintage investments", "text": "Loan portfolio performance of 97% (d)(e) benefiting from loan resolutions and new vintage investments", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/278", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 36.0, "t": 48.425520000000006, "r": 285.63576000000006, "b": 42.176136741214066, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 77 ] } ], "orig": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income.", "text": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income." }, { "self_ref": "#/texts/279", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 20, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/280", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 20, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/281", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 20, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "19", "text": "19" }, { "self_ref": "#/texts/282", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 21, "bbox": { "l": 36.0, "t": 518.80648, "r": 159.44928000000002, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "INVESTMENT ACTIVITY", "text": "INVESTMENT ACTIVITY" }, { "self_ref": "#/texts/283", "parent": { "$ref": "#/groups/41" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 21, "bbox": { "l": 35.496, "t": 485.44239999999996, "r": 671.5680000000001, "b": 458.00920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 181 ] } ], "orig": "\u25aa Q2 investment activity of $1.4B (a) includes $1.1B of loan originations, $0.1B of net lease properties (at share), and $0.1B of single-family homebuilder finance loans (at share)", "text": "Q2 investment activity of $1.4B (a) includes $1.1B of loan originations, $0.1B of net lease properties (at share), and $0.1B of single-family homebuilder finance loans (at share)", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/284", "parent": { "$ref": "#/groups/41" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 21, "bbox": { "l": 35.496, "t": 451.6024, "r": 678.5480000000001, "b": 424.16920127795527, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 168 ] } ], "orig": "\u25aa Capital allocation continues to shift towards residential, (b) industrial, and net lease sectors, which represent 80% of total deployment over the last twelve months", "text": "Capital allocation continues to shift towards residential, (b) industrial, and net lease sectors, which represent 80% of total deployment over the last twelve months", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/285", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 39.6, "t": 396.002384, "r": 221.392256, "b": 382.85393966412215, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Q2 Investment Activity (a)", "text": "Q2 Investment Activity (a)", "level": 1 }, { "self_ref": "#/texts/286", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 46.56, "t": 363.89252, "r": 115.21428, "b": 337.0874370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "$1.4B Q2 investments", "text": "$1.4B Q2 investments" }, { "self_ref": "#/texts/287", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 185.64, "t": 363.89252, "r": 215.27664000000001, "b": 349.5620376996805, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 3 ] } ], "orig": "78%", "text": "78%" }, { "self_ref": "#/texts/288", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 185.64, "t": 346.03052, "r": 295.13027999999997, "b": 325.0874370607029, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "residential, (b) industrial, and net lease", "text": "residential, (b) industrial, and net lease" }, { "self_ref": "#/texts/289", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 384.46, "t": 396.002384, "r": 579.592256, "b": 382.85393966412215, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "LTM Investment Activity (g)", "text": "LTM Investment Activity (g)", "level": 1 }, { "self_ref": "#/texts/290", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 391.66, "t": 363.79251999999997, "r": 435.18292, "b": 349.4620376996805, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "$4.4B", "text": "$4.4B" }, { "self_ref": "#/texts/291", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 391.66, "t": 345.93052, "r": 466.48947999999996, "b": 336.98743706070286, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "LTM investments", "text": "LTM investments" }, { "self_ref": "#/texts/292", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 530.76, "t": 363.79251999999997, "r": 560.39664, "b": 349.4620376996805, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 3 ] } ], "orig": "80%", "text": "80%" }, { "self_ref": "#/texts/293", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 530.76, "t": 345.93052, "r": 640.2502800000007, "b": 324.98743706070286, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "residential, (b) industrial, and net lease", "text": "residential, (b) industrial, and net lease" }, { "self_ref": "#/texts/294", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/295", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 619.06, "t": 31.863167999999973, "r": 666.589216, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Blackstone |", "text": "Blackstone |" }, { "self_ref": "#/texts/296", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 675.43, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.65036485623, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "20", "text": "20" }, { "self_ref": "#/texts/297", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 22, "bbox": { "l": 36.0, "t": 519.4725279999999, "r": 243.70524799999998, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "INVESTMENT PORTFOLIO OVERVIEW (c)", "text": "INVESTMENT PORTFOLIO OVERVIEW (c)" }, { "self_ref": "#/texts/298", "parent": { "$ref": "#/groups/42" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.0, "t": 485.44239999999996, "r": 646.8840000000001, "b": 458.00920127795524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 165 ] } ], "orig": "\u25aa Investment portfolio of $19.7B, benefiting from diversification and duration with increasing capital allocation towards complementary real estate credit strategies", "text": "Investment portfolio of $19.7B, benefiting from diversification and duration with increasing capital allocation towards complementary real estate credit strategies", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/299", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 22, "bbox": { "l": 35.88, "t": 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BXMT's equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet.", "text": "Bank Loan Portfolio Joint Venture : A joint venture BXMT entered into with a Blackstone-advised investment vehicle in the second quarter of 2025 to acquire portfolios of performing commercial mortgage loans. BXMT's equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet." }, { "self_ref": "#/texts/344", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 468.93016, "r": 686.17168, "b": 452.79428881789136, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 342 ] } ], "orig": "Distributable Earnings: Blackstone Mortgage Trust, Inc. ('BXMT') discloses Distributable Earnings in this presentation. Distributable Earnings is a financial measure that is calculated and presented on the basis of methodologies other than in accordance with generally accepted accounting principles in the United States of America ('GAAP') .", "text": "Distributable Earnings: Blackstone Mortgage Trust, Inc. ('BXMT') discloses Distributable Earnings in this presentation. Distributable Earnings is a financial measure that is calculated and presented on the basis of methodologies other than in accordance with generally accepted accounting principles in the United States of America ('GAAP') ." }, { "self_ref": "#/texts/345", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 445.427848, "r": 686.178904, "b": 401.53428881789137, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 759 ] } ], "orig": "Distributable Earnings is a non-GAAP measure, which is defined as GAAP net income (loss), including realized gains and losses not otherwise recognized in current period GAAP net income (loss), and excluding (i) non-cash equity compensation expense, (ii) depreciation and amortization, (iii) unrealized gains (losses), and (iv) certain non-cash items. Distributable Earnings may also be adjusted from time to time to exclude one-time events pursuant to changes in GAAP and certain other non-cash charges as determined by BXMT's manager, subject to approval by a majority of its independent directors. Distributable Earnings mirrors the terms of BXMT's management agreement between BXMT's Manager and BXMT, for purposes of calculating its incentive fee expense.", "text": "Distributable Earnings is a non-GAAP measure, which is defined as GAAP net income (loss), including realized gains and losses not otherwise recognized in current period GAAP net income (loss), and excluding (i) non-cash equity compensation expense, (ii) depreciation and amortization, (iii) unrealized gains (losses), and (iv) certain non-cash items. Distributable Earnings may also be adjusted from time to time to exclude one-time events pursuant to changes in GAAP and certain other non-cash charges as determined by BXMT's manager, subject to approval by a majority of its independent directors. Distributable Earnings mirrors the terms of BXMT's management agreement between BXMT's Manager and BXMT, for purposes of calculating its incentive fee expense." }, { "self_ref": "#/texts/346", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 394.27016000000003, "r": 686.17168, "b": 331.9342888178914, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1134 ] } ], "orig": "BXMT's CECL reserves have been excluded from Distributable Earnings consistent with other unrealized gains (losses) pursuant to its existing policy for reporting Distributable Earnings. BXMT expects to only recognize such potential credit losses in Distributable Earnings if and when such amounts are realized and deemed non-recoverable upon a realization event. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but realization and non-recoverability may also be concluded if, in BXMT's determination, it is nearly certain that all amounts due will not be collected. The timing of any such credit loss realization in BXMT's Distributable Earnings may differ materially from the timing of CECL reserves or charge-offs in BXMT's consolidated financial statements prepared in accordance with GAAP. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received, or expected to be received, and the book value of the asset, and is reflective of its economic experience as it relates to the ultimate realization of the loan.", "text": "BXMT's CECL reserves have been excluded from Distributable Earnings consistent with other unrealized gains (losses) pursuant to its existing policy for reporting Distributable Earnings. BXMT expects to only recognize such potential credit losses in Distributable Earnings if and when such amounts are realized and deemed non-recoverable upon a realization event. This is generally at the time a loan is repaid, or in the case of foreclosure, when the underlying asset is sold, but realization and non-recoverability may also be concluded if, in BXMT's determination, it is nearly certain that all amounts due will not be collected. The timing of any such credit loss realization in BXMT's Distributable Earnings may differ materially from the timing of CECL reserves or charge-offs in BXMT's consolidated financial statements prepared in accordance with GAAP. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received, or expected to be received, and the book value of the asset, and is reflective of its economic experience as it relates to the ultimate realization of the loan." }, { "self_ref": "#/texts/347", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 324.55016, "r": 686.17168, "b": 271.4242888178914, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 997 ] } ], "orig": "BXMT believes that Distributable Earnings provides meaningful information to consider in addition to net income (loss) and cash flow from operating activities determined in accordance with GAAP. BXMT believes Distributable Earnings is a useful financial metric for existing and potential future holders of its class A common stock as historically, over time, Distributable Earnings has been a strong indicator of its dividends per share. As a REIT, BXMT generally must distribute annually at least 90% of its net taxable income, subject to certain adjustments, and therefore BXMT believes its dividends are one of the principal reasons stockholders may invest in BXMT's class A common stock. Distributable Earnings helps BXMT to evaluate its performance excluding the effects of certain transactions and GAAP adjustments that BXMT believes are not necessarily indicative of BXMT's current investment portfolio and operations and is a performance metric BXMT considers when declaring its dividends.", "text": "BXMT believes that Distributable Earnings provides meaningful information to consider in addition to net income (loss) and cash flow from operating activities determined in accordance with GAAP. BXMT believes Distributable Earnings is a useful financial metric for existing and potential future holders of its class A common stock as historically, over time, Distributable Earnings has been a strong indicator of its dividends per share. As a REIT, BXMT generally must distribute annually at least 90% of its net taxable income, subject to certain adjustments, and therefore BXMT believes its dividends are one of the principal reasons stockholders may invest in BXMT's class A common stock. Distributable Earnings helps BXMT to evaluate its performance excluding the effects of certain transactions and GAAP adjustments that BXMT believes are not necessarily indicative of BXMT's current investment portfolio and operations and is a performance metric BXMT considers when declaring its dividends." }, { "self_ref": "#/texts/348", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 264.04016, "r": 686.17168, "b": 201.70428881789138, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1255 ] } ], "orig": "Furthermore, BXMT believes it is useful to present Distributable Earnings prior to realized gains and losses, which include but are not limited to charge-offs of CECL reserves, to reflect BXMT's direct operating results and help existing and potential future holders of BXMT's class A common stock assess the performance of BXMT's business excluding such realized gains or losses. BXMT may make similar adjustments with respect to other types of investments, if and when applicable transactions occur. During the period from the first quarter of 2024 to the fourth quarter of 2025, we reported this metric as Distributable Earnings prior to charge-offs of CECL reserves, as the only applicable realized gains or losses during such period were charge-offs of CECL reserves. BXMT utilizes Distributable Earnings prior to realized gains and losses as an additional performance metric to consider when declaring BXMT's dividends. Distributable Earnings mirrors the terms of BXMT's Management Agreement for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred.", "text": "Furthermore, BXMT believes it is useful to present Distributable Earnings prior to realized gains and losses, which include but are not limited to charge-offs of CECL reserves, to reflect BXMT's direct operating results and help existing and potential future holders of BXMT's class A common stock assess the performance of BXMT's business excluding such realized gains or losses. BXMT may make similar adjustments with respect to other types of investments, if and when applicable transactions occur. During the period from the first quarter of 2024 to the fourth quarter of 2025, we reported this metric as Distributable Earnings prior to charge-offs of CECL reserves, as the only applicable realized gains or losses during such period were charge-offs of CECL reserves. BXMT utilizes Distributable Earnings prior to realized gains and losses as an additional performance metric to consider when declaring BXMT's dividends. Distributable Earnings mirrors the terms of BXMT's Management Agreement for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred." }, { "self_ref": "#/texts/349", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 194.457848, "r": 686.178904, "b": 141.3242888178914, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1075 ] } ], "orig": "Distributable Earnings and Distributable Earnings prior to realized gains and losses are non-GAAP measures. BXMT defines Distributable Earnings as GAAP net income (loss), including realized gains and losses not otherwise recognized in current period GAAP net income (loss), and excluding (i) non-cash equity compensation expense, (ii) depreciation and amortization, (iii) unrealized gains (losses), and (iv) certain non-cash items. Distributable Earnings may also be adjusted from time to time to exclude one-time events pursuant to changes in GAAP and certain other non-cash charges as determined by BXMT's Manager, subject to approval by a majority of BXMT's independent directors. Distributable Earnings mirrors the terms of BXMT's management agreement between its Manager and BXMT, or BXMT's Management Agreement, for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred.", "text": "Distributable Earnings and Distributable Earnings prior to realized gains and losses are non-GAAP measures. BXMT defines Distributable Earnings as GAAP net income (loss), including realized gains and losses not otherwise recognized in current period GAAP net income (loss), and excluding (i) non-cash equity compensation expense, (ii) depreciation and amortization, (iii) unrealized gains (losses), and (iv) certain non-cash items. Distributable Earnings may also be adjusted from time to time to exclude one-time events pursuant to changes in GAAP and certain other non-cash charges as determined by BXMT's Manager, subject to approval by a majority of BXMT's independent directors. Distributable Earnings mirrors the terms of BXMT's management agreement between its Manager and BXMT, or BXMT's Management Agreement, for purposes of calculating BXMT's incentive fee expense. Therefore, Distributable Earnings prior to realized gains and losses is calculated net of the incentive fee expense that would have been recognized if such realized gains and losses had not occurred." }, { "self_ref": "#/texts/350", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 133.94016, "r": 686.17168, "b": 108.56428881789134, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 443 ] } ], "orig": "Homebuilder Finance Joint Venture : A joint venture BXMT entered into with a an unaffiliated third-party, alongside a Blackstone-advised investment vehicle, in the second quarter of 2026 to acquire an initial portfolio of single-family construction loans and to continue to acquire and fund such loans in the future. BXMT's 45% equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet.", "text": "Homebuilder Finance Joint Venture : A joint venture BXMT entered into with a an unaffiliated third-party, alongside a Blackstone-advised investment vehicle, in the second quarter of 2026 to acquire an initial portfolio of single-family construction loans and to continue to acquire and fund such loans in the future. BXMT's 45% equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet." }, { "self_ref": "#/texts/351", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 101.18016, "r": 683.7083200000002, "b": 85.04428881789136, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 301 ] } ], "orig": "Net Lease Joint Venture : A joint venture BXMT entered into with a Blackstone-advised investment vehicle in the fourth quarter of 2024 to acquire triple net lease properties. BXMT's 75% equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet.", "text": "Net Lease Joint Venture : A joint venture BXMT entered into with a Blackstone-advised investment vehicle in the fourth quarter of 2024 to acquire triple net lease properties. BXMT's 75% equity interest in the joint venture is included in investments in unconsolidated entities on BXMT's balance sheet." }, { "self_ref": "#/texts/352", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 77.79784799999999, "r": 686.178904, "b": 61.62028881789138, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 342 ] } ], "orig": "Net Loan Exposure: Represents the principal balance of loans that are included in BXMT's consolidated financial statements, net of (i) asset-specific debt, (ii) participations sold, (iii) cost-recovery proceeds, and (iv) total loans receivable CECL reserve. Does not include owned real estate assets or investments in unconsolidated entities.", "text": "Net Loan Exposure: Represents the principal balance of loans that are included in BXMT's consolidated financial statements, net of (i) asset-specific debt, (ii) participations sold, (iii) cost-recovery proceeds, and (iv) total loans receivable CECL reserve. Does not include owned real estate assets or investments in unconsolidated entities." }, { "self_ref": "#/texts/353", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 31, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/354", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 31, "bbox": { "l": 619.06, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Blackstone | 30", "text": "Blackstone | 30" }, { "self_ref": "#/texts/355", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 32, "bbox": { "l": 36.0, "t": 518.80648, "r": 281.55168, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "ENDNOTES RELATING TO EARNINGS RELEASE", "text": "ENDNOTES RELATING TO EARNINGS RELEASE", "level": 1 }, { "self_ref": "#/texts/356", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 493.28391999999997, "r": 683.5061599999999, "b": 476.1170568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 249 ] } ], "orig": "a. Includes $0.1B to reflect BXMT's 75% share of net lease properties acquired by its Net Lease Joint Venture and $0.1B to reflect BXMT's 45% share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture.", "text": "Includes $0.1B to reflect BXMT's 75% share of net lease properties acquired by its Net Lease Joint Venture and $0.1B to reflect BXMT's 45% share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture.", "enumerated": true, "marker": "a." }, { "self_ref": "#/texts/357", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 469.52392, "r": 660.01472, "b": 462.1970568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 167 ] } ], "orig": "b. Includes (i) multifamily and condo loans and (ii) BXMT's share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture.", "text": "Includes (i) multifamily and condo loans and (ii) BXMT's share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture.", "enumerated": true, "marker": "b." }, { "self_ref": "#/texts/358", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 455.72391999999996, "r": 683.513384, "b": 418.8570568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 595 ] } ], "orig": "c. Reflects, as of June 30, 2026, (i) BXMT's loan portfolio of $16.9B, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's $0.7B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's $0.5B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) BXMT's $0.1B share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, (v) the $1.4B aggregate carrying value of BXMT's owned real estate assets, and (vi) BXMT's $66M fair value of investments in debt securities.", "text": "Reflects, as of June 30, 2026, (i) BXMT's loan portfolio of $16.9B, which represents net book value less total loans receivable CECL reserves, (ii) BXMT's $0.7B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (iii) BXMT's $0.5B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iv) BXMT's $0.1B share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, (v) the $1.4B aggregate carrying value of BXMT's owned real estate assets, and (vi) BXMT's $66M fair value of investments in debt securities.", "enumerated": true, "marker": "c." }, { "self_ref": "#/texts/359", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 412.38392, "r": 246.03616000000002, "b": 405.0570568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 52 ] } ], "orig": "d. Based on Net Loan Exposure. Refer to Definitions.", "text": "Based on Net Loan Exposure. Refer to Definitions.", "enumerated": true, "marker": "d." }, { "self_ref": "#/texts/360", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 398.46392, "r": 683.5061599999999, "b": 371.4570568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 460 ] } ], "orig": "e. Excludes (i) BXMT's $0.7B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (ii) BXMT's $0.5B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iii) BXMT's $0.1B share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, (iv) the $1.4B aggregate carrying value of BXMT's owned real estate assets, and (v) BXMT's $66M fair value of investments in debt securities.", "text": "Excludes (i) BXMT's $0.7B share of the carrying value of investments held by BXMT's Net Lease Joint Venture, (ii) BXMT's $0.5B share of the fair value of loans held by BXMT's Bank Loan Portfolio Joint Venture, (iii) BXMT's $0.1B share of the fair value of the loans held by BXMT's Homebuilder Finance Joint Venture, (iv) the $1.4B aggregate carrying value of BXMT's owned real estate assets, and (v) BXMT's $66M fair value of investments in debt securities.", "enumerated": true, "marker": "e." }, { "self_ref": "#/texts/361", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 364.98392, "r": 683.5061599999999, "b": 337.97705686900963, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 457 ] } ], "orig": "f. Non-MTM debt consists of, as of June 30, 2026, $3.4B of corporate debt, $2.8B of securitized debt, and $7.9B of borrowings under non-mark-to-market master repurchase agreements, credit facilities, and asset-specific debt. The margin call provisions in BXMT's non-mark-to-market master repurchase agreements and credit facilities only permit valuation adjustments if the loan or collateral pledged or sold by BXMT becomes defaulted.", "text": "Non-MTM debt consists of, as of June 30, 2026, $3.4B of corporate debt, $2.8B of securitized debt, and $7.9B of borrowings under non-mark-to-market master repurchase agreements, credit facilities, and asset-specific debt. The margin call provisions in BXMT's non-mark-to-market master repurchase agreements and credit facilities only permit valuation adjustments if the loan or collateral pledged or sold by BXMT becomes defaulted.", "enumerated": true, "marker": "f." }, { "self_ref": "#/texts/362", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 331.50392, "r": 683.5061599999999, "b": 304.4931952715655, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 420 ] } ], "orig": "g. Includes $0.5B to reflect BXMT's 75% share of net lease properties acquired by its Net Lease Joint Venture, $0.3B to reflect BXMT's 35% share of the portfolios of performing senior loans acquired by its Bank Loan Portfolio Joint Venture, $0.1B to reflect BXMT's 45% share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture, and $67M of investments in debt securities.", "text": "Includes $0.5B to reflect BXMT's 75% share of net lease properties acquired by its Net Lease Joint Venture, $0.3B to reflect BXMT's 35% share of the portfolios of performing senior loans acquired by its Bank Loan Portfolio Joint Venture, $0.1B to reflect BXMT's 45% share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture, and $67M of investments in debt securities.", "enumerated": true, "marker": "g." }, { "self_ref": "#/texts/363", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 297.87392, "r": 273.93471999999997, "b": 290.5470568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 62 ] } ], "orig": "h. Includes hospitality, condo, data center, and office loans.", "text": "Includes hospitality, condo, data center, and office loans.", "enumerated": true, "marker": "h." }, { "self_ref": "#/texts/364", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 284.07392, "r": 670.03616, "b": 276.7470568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 170 ] } ], "orig": "i. Includes (i) BXMT's share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture and (ii) investments in debt securities.", "text": "Includes (i) BXMT's share of a portfolio of single-family construction loans acquired by its Homebuilder Finance Joint Venture and (ii) investments in debt securities.", "enumerated": true, "marker": "i." }, { "self_ref": "#/texts/365", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 270.27392, "r": 683.5061599999999, "b": 253.10705686900957, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 214 ] } ], "orig": "j. Investment types that represent less than 1% of BXMT's Investment Portfolio are included in Other Investments in the chart, which includes the Homebuilder Finance Joint Venture and investment in debt securities.", "text": "Investment types that represent less than 1% of BXMT's Investment Portfolio are included in Other Investments in the chart, which includes the Homebuilder Finance Joint Venture and investment in debt securities.", "enumerated": true, "marker": "j." }, { "self_ref": "#/texts/366", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 246.51391999999998, "r": 634.8147200000001, "b": 239.18705686900955, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 158 ] } ], "orig": "k. Assets in BXMT's loan portfolio with multiple components are proportioned into the relevant collateral types and geographies based on their relative value.", "text": "Assets in BXMT's loan portfolio with multiple components are proportioned into the relevant collateral types and geographies based on their relative value.", "enumerated": true, "marker": "k." }, { "self_ref": "#/texts/367", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 232.71392000000003, "r": 360.29616, "b": 225.3870568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 84 ] } ], "orig": "l. States and countries composing less than 1% of total loan portfolio are excluded.", "text": "States and countries composing less than 1% of total loan portfolio are excluded.", "enumerated": true, "marker": "l." }, { "self_ref": "#/texts/368", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 218.91392000000002, "r": 633.97472, "b": 211.5870568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 159 ] } ], "orig": "m. Geographic diversification excludes one U.S. dollar-denominated loan (0.4% of portfolio) that is located in Bermuda and allocated to 'Other International' .", "text": "Geographic diversification excludes one U.S. dollar-denominated loan (0.4% of portfolio) that is located in Bermuda and allocated to 'Other International' .", "enumerated": true, "marker": "m." }, { "self_ref": "#/texts/369", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 204.99392, "r": 683.5061599999999, "b": 187.82705686900954, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 279 ] } ], "orig": "n. Represents debt-to-equity ratio, which is the ratio of (i) total outstanding secured debt, asset-specific debt, term loans, senior secured notes, and convertible notes, in each case excluding unamortized deferred financing costs and discounts, less cash, to (ii) total equity.", "text": "Represents debt-to-equity ratio, which is the ratio of (i) total outstanding secured debt, asset-specific debt, term loans, senior secured notes, and convertible notes, in each case excluding unamortized deferred financing costs and discounts, less cash, to (ii) total equity.", "enumerated": true, "marker": "n." }, { "self_ref": "#/texts/370", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 181.33392000000003, "r": 378.83471999999995, "b": 174.0070568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 84 ] } ], "orig": "o. Excludes 1.0% per annum of scheduled amortization payments under the Term Loan B.", "text": "Excludes 1.0% per annum of scheduled amortization payments under the Term Loan B.", "enumerated": true, "marker": "o." }, { "self_ref": "#/texts/371", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 167.53392000000002, "r": 234.39616, "b": 160.2070568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 48 ] } ], "orig": "p. Date loan was originated or acquired by BXMT.", "text": "Date loan was originated or acquired by BXMT.", "enumerated": true, "marker": "p." }, { "self_ref": "#/texts/372", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 153.61392, "r": 459.47472, "b": 146.28705686900958, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 107 ] } ], "orig": "q. Total commitment reflects outstanding principal balance as well as any related unfunded loan commitment.", "text": "Total commitment reflects outstanding principal balance as well as any related unfunded loan commitment.", "enumerated": true, "marker": "q." }, { "self_ref": "#/texts/373", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 139.81392000000005, "r": 683.5061599999999, "b": 122.64705686900959, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 177 ] } ], "orig": "r. Net book value represents outstanding principal balance, net of purchase and sale discounts or premiums, exit fees, deferred origination expenses, and cost-recovery proceeds.", "text": "Net book value represents outstanding principal balance, net of purchase and sale discounts or premiums, exit fees, deferred origination expenses, and cost-recovery proceeds.", "enumerated": true, "marker": "r." }, { "self_ref": "#/texts/374", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 116.17392000000001, "r": 681.16472, "b": 99.0070568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 206 ] } ], "orig": "s. The weighted-average cash coupon and all-in yield are expressed as a spread over the relevant floating benchmark rates. Excludes loans accounted for under the costrecovery and nonaccrual methods, if any.", "text": "The weighted-average cash coupon and all-in yield are expressed as a spread over the relevant floating benchmark rates. Excludes loans accounted for under the costrecovery and nonaccrual methods, if any.", "enumerated": true, "marker": "s." }, { "self_ref": "#/texts/375", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 92.41392000000002, "r": 680.92472, "b": 75.24705686900961, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 204 ] } ], "orig": "t. Maximum maturity assumes all extension options are exercised; however, BXMT's loans may be repaid prior to such date. Excludes loans accounted for under the costrecovery and nonaccrual methods, if any.", "text": "Maximum maturity assumes all extension options are exercised; however, BXMT's loans may be repaid prior to such date. Excludes loans accounted for under the costrecovery and nonaccrual methods, if any.", "enumerated": true, "marker": "t." }, { "self_ref": "#/texts/376", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 68.791608, "r": 626.1835279999999, "b": 61.443195271565514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 153 ] } ], "orig": "u. Reflects weighted average loan-to-value ('LTV') as of the date investments were originated or acquired by BXMT, excluding any loans that are impaired.", "text": "Reflects weighted average loan-to-value ('LTV') as of the date investments were originated or acquired by BXMT, excluding any loans that are impaired.", "enumerated": true, "marker": "u." }, { "self_ref": "#/texts/377", "parent": { "$ref": "#/groups/45" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 32, "bbox": { "l": 37.392, "t": 54.94992000000002, "r": 341.97472, "b": 47.62305686900959, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 79 ] } ], "orig": "v. Represents net income (loss) attributable to Blackstone Mortgage Trust, Inc.", "text": "Represents net income (loss) attributable to Blackstone Mortgage Trust, Inc.", "enumerated": true, "marker": "v." }, { "self_ref": "#/texts/378", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 32, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/379", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 32, "bbox": { "l": 619.06, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Blackstone | 31", "text": "Blackstone | 31" }, { "self_ref": "#/texts/380", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 33, "bbox": { "l": 36.0, "t": 518.80648, "r": 281.55168, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "ENDNOTES RELATING TO EARNINGS RELEASE", "text": "ENDNOTES RELATING TO EARNINGS RELEASE", "level": 1 }, { "self_ref": "#/texts/381", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 493.28391999999997, "r": 485.99472, "b": 485.9570568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 116 ] } ], "orig": "w. Represents realized losses related to loan principal amounts deemed non-recoverable during the applicable period.", "text": "Represents realized losses related to loan principal amounts deemed non-recoverable during the applicable period.", "enumerated": true, "marker": "w." }, { "self_ref": "#/texts/382", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 479.36392, "r": 516.23472, "b": 472.03705686900963, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 127 ] } ], "orig": "x. Represents depreciation of owned real estate assets and amortization of intangible owned real estate assets and liabilities.", "text": "Represents depreciation of owned real estate assets and amortization of intangible owned real estate assets and liabilities.", "enumerated": true, "marker": "x." }, { "self_ref": "#/texts/383", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 465.56392, "r": 683.5061599999999, "b": 428.7131952715655, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 523 ] } ], "orig": "y. Represents an adjustment to the realized loss on the sale of a property held at depreciated cost. Because depreciation and amortization is a non-cash expense that is excluded from Distributable Earnings, GAAP gains upon sale of a property are higher, and GAAP losses are lower, than the respective realized amounts reflected in Distributable Earnings. For Distributable Earnings, the amount is calculated as net sales proceeds less the property's carrying value prior to depreciation and amortization.", "text": "Represents an adjustment to the realized loss on the sale of a property held at depreciated cost. Because depreciation and amortization is a non-cash expense that is excluded from Distributable Earnings, GAAP gains upon sale of a property are higher, and GAAP losses are lower, than the respective realized amounts reflected in Distributable Earnings. For Distributable Earnings, the amount is calculated as net sales proceeds less the property's carrying value prior to depreciation and amortization.", "enumerated": true, "marker": "y." }, { "self_ref": "#/texts/384", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 422.22391999999996, "r": 683.5061599999999, "b": 405.0570568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 268 ] } ], "orig": "z. Represents realized gain (loss) on the repatriation of unhedged foreign currency. These amounts were not included in GAAP net income (loss), but rather as a component of other comprehensive income in BXMT's consolidated financial statements.", "text": "Represents realized gain (loss) on the repatriation of unhedged foreign currency. These amounts were not included in GAAP net income (loss), but rather as a component of other comprehensive income in BXMT's consolidated financial statements.", "enumerated": true, "marker": "z." }, { "self_ref": "#/texts/385", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 398.46392, "r": 683.5061599999999, "b": 322.2570568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1247 ] } ], "orig": "aa. Allocable share of adjustments related to unconsolidated entities for the three months ended June 30, 2026, reflects BXMT's share of non-cash items such as (i) $(3.8) million of unrealized gains recorded by such unconsolidated entities, (ii) $4.3 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended March 31, 2026, reflects BXMT's share of non-cash items such as (i) $3.2 million of unrealized losses recorded by such unconsolidated entities, (ii) $3.1 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended December 31, 2025, reflects BXMT's share of non-cash items such as (i) $(2.0) million of unrealized gains recorded by such unconsolidated entities, (ii) $2.0 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended September 30, 2025, reflects BXMT's share of noncash items such as (i) $(2.3) million of unrealized gains recorded by such unconsolidated entities, (ii) $1.3 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any.", "text": "aa. Allocable share of adjustments related to unconsolidated entities for the three months ended June 30, 2026, reflects BXMT's share of non-cash items such as (i) $(3.8) million of unrealized gains recorded by such unconsolidated entities, (ii) $4.3 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended March 31, 2026, reflects BXMT's share of non-cash items such as (i) $3.2 million of unrealized losses recorded by such unconsolidated entities, (ii) $3.1 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended December 31, 2025, reflects BXMT's share of non-cash items such as (i) $(2.0) million of unrealized gains recorded by such unconsolidated entities, (ii) $2.0 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any. For the three months ended September 30, 2025, reflects BXMT's share of noncash items such as (i) $(2.3) million of unrealized gains recorded by such unconsolidated entities, (ii) $1.3 million of depreciation and amortization, and (iii) related adjustments for realized gains, if any.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/386", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 315.78391999999997, "r": 683.5061599999999, "b": 288.7470568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 405 ] } ], "orig": "bb. Represents (i) the non-cash income recognized under GAAP related to BXMT's Agency Multifamily Lending Partnership, in which BXMT receives a portion of origination, servicing, and other fees for loans BXMT refers to M&T Realty Capital Corporation for origination, offset by the related loss-sharing obligation accruals and (ii) the cash received related to such income previously recognized under GAAP.", "text": "bb. Represents (i) the non-cash income recognized under GAAP related to BXMT's Agency Multifamily Lending Partnership, in which BXMT receives a portion of origination, servicing, and other fees for loans BXMT refers to M&T Realty Capital Corporation for origination, offset by the related loss-sharing obligation accruals and (ii) the cash received related to such income previously recognized under GAAP.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/387", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 282.27392, "r": 364.97616, "b": 274.9470568690096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 82 ] } ], "orig": "cc. Represents the amount included on BXMT's consolidated statement of operations.", "text": "Represents the amount included on BXMT's consolidated statement of operations.", "enumerated": true, "marker": "cc." }, { "self_ref": "#/texts/388", "parent": { "$ref": "#/groups/46" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 33, "bbox": { "l": 37.392, "t": 268.35391999999996, "r": 683.5061599999999, "b": 251.18705686900955, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 295 ] } ], "orig": "dd. The weighted-average shares outstanding, basic, exclude shares issuable from a potential conversion of BXMT's convertible notes. Consistent with the treatment of other unrealized adjustments to Distributable Earnings, these potentially issuable shares are excluded until a conversion occurs.", "text": "The weighted-average shares outstanding, basic, exclude shares issuable from a potential conversion of BXMT's convertible notes. Consistent with the treatment of other unrealized adjustments to Distributable Earnings, these potentially issuable shares are excluded until a conversion occurs.", "enumerated": true, "marker": "dd." }, { "self_ref": "#/texts/389", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 33, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/390", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 33, "bbox": { "l": 619.06, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Blackstone | 32", "text": "Blackstone | 32" }, { "self_ref": "#/texts/391", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 34, "bbox": { "l": 36.0, "t": 518.80648, "r": 452.46864000000005, "b": 508.89366517571887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 61 ] } ], "orig": "FORWARD-LOOKING STATEMENTS & IMPORTANT DISCLOSURE INFORMATION", "text": "FORWARD-LOOKING STATEMENTS & IMPORTANT DISCLOSURE INFORMATION", "level": 1 }, { "self_ref": "#/texts/392", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 34, "bbox": { "l": 35.88, "t": 484.10548, "r": 686.28004, "b": 448.08636485623003, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 624 ] } ], "orig": "References herein to 'Blackstone Mortgage Trust,' 'Company,' 'we,' 'us,' or 'our' refer to Blackstone Mortgage Trust, Inc. and its subsidiaries unless the context specifically requires otherwise. Opinions expressed reflect the current opinions of BXMT as of the date appearing in this document only and are based on the BXMT's opinions of the current market environment, which is subject to change. There can be no assurances that any of the trends described herein will continue or will not reverse. Past events and trends do not imply, predict or guarantee, and are not necessarily indicative of, future events or results.", "text": "References herein to 'Blackstone Mortgage Trust,' 'Company,' 'we,' 'us,' or 'our' refer to Blackstone Mortgage Trust, Inc. and its subsidiaries unless the context specifically requires otherwise. Opinions expressed reflect the current opinions of BXMT as of the date appearing in this document only and are based on the BXMT's opinions of the current market environment, which is subject to change. There can be no assurances that any of the trends described herein will continue or will not reverse. Past events and trends do not imply, predict or guarantee, and are not necessarily indicative of, future events or results." }, { "self_ref": "#/texts/393", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 34, "bbox": { "l": 35.88, "t": 440.78548, "r": 686.287264, "b": 347.13636485623005, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1709 ] } ], "orig": "This presentation may contain forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect BXMT's current views with respect to, among other things, its operations and financial performance, its business plans and their impact, and the impact of the current macroeconomic environment, including interest rate changes. You can identify these forward-looking statements by the use of words such as 'outlook,' 'objective,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'predicts,' 'intends,' 'plans,' 'estimates,' 'anticipates' or the negative version of these words or other comparable words. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. BXMT believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the fiscal year ended December 31, 2025, as such factors may be updated from time to time in its periodic filings with the Securities and Exchange Commission ('SEC') which are accessible on the SEC's website at www.sec.gov. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this presentation and in the filings. BXMT assumes no obligation to update or supplement forward-looking statements that become untrue because of subsequent events or circumstances.", "text": "This presentation may contain forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, which reflect BXMT's current views with respect to, among other things, its operations and financial performance, its business plans and their impact, and the impact of the current macroeconomic environment, including interest rate changes. You can identify these forward-looking statements by the use of words such as 'outlook,' 'objective,' 'indicator,' 'believes,' 'expects,' 'potential,' 'continues,' 'may,' 'will,' 'should,' 'seeks,' 'predicts,' 'intends,' 'plans,' 'estimates,' 'anticipates' or the negative version of these words or other comparable words. Such forward-looking statements are subject to various risks and uncertainties. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. BXMT believes these factors include but are not limited to those described under the section entitled 'Risk Factors' in its Annual Report on Form 10-K for the fiscal year ended December 31, 2025, as such factors may be updated from time to time in its periodic filings with the Securities and Exchange Commission ('SEC') which are accessible on the SEC's website at www.sec.gov. These factors should not be construed as exhaustive and should be read in conjunction with the other cautionary statements that are included in this presentation and in the filings. BXMT assumes no obligation to update or supplement forward-looking statements that become untrue because of subsequent events or circumstances." }, { "self_ref": "#/texts/394", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 34, "bbox": { "l": 35.88, "t": 31.263168000000007, "r": 156.39647999999997, "b": 24.022503258785946, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Blackstone Mortgage Trust, Inc.", "text": "Blackstone Mortgage Trust, Inc." }, { "self_ref": "#/texts/395", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 34, "bbox": { "l": 619.06, "t": 31.86948000000001, "r": 683.8429199999998, "b": 24.62250325878597, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Blackstone | 33", "text": "Blackstone | 33" }, { "self_ref": "#/texts/396", "parent": { "$ref": "#/body" }, "children": [], 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[], "content_layer": "body", "label": "footnote", "prov": [], "orig": "r Net Book Value", "text": "r Net Book Value" }, { "self_ref": "#/texts/402", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "s Cash Coupon / All-in Yield", "text": "s Cash Coupon / All-in Yield" }, { "self_ref": "#/texts/403", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "t Maximum Maturity", "text": "t Maximum Maturity" }, { "self_ref": "#/texts/404", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "u Origination LTV", "text": "u Origination LTV" }, { "self_ref": "#/texts/405", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Consolidated Balance Sheets", "text": "Consolidated Balance Sheets" }, { "self_ref": "#/texts/406", "parent": { "$ref": "#/body" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "z Realized hedging and foreign currency loss, net", "text": "z Realized hedging and foreign currency loss, net" }, { "self_ref": "#/texts/420", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "aa Allocable share of adjustments related to unconsolidated entities", "text": "aa Allocable share of adjustments related to unconsolidated entities" }, { "self_ref": "#/texts/421", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "bb Cash income from Agency Multifamily Lending Partnership, net", "text": "bb Cash income from Agency Multifamily Lending Partnership, net" }, { "self_ref": "#/texts/422", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "cc GAAP realized loss on disposition of owned real estate", "text": "cc GAAP realized loss on disposition of owned real estate" }, { "self_ref": "#/texts/423", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "dd Weighted-average shares outstanding, basic", "text": "dd Weighted-average shares outstanding, basic" }, { "self_ref": "#/texts/424", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "All data as of June 30, 2026, unless otherwise indicated. Past performance does not predict future returns. Largest alternatives asset manager based on Blackstone analysis of company earnings presentations and calls, as of June 30, 2026, or latest publicly available data. There can be no assurance that any Blackstone fund or investment will achieve its objectives or avoid substantial losses. There can be no assurance that views and opinions expressed in this document will come to pass.", "text": "All data as of June 30, 2026, unless otherwise indicated. Past performance does not predict future returns. Largest alternatives asset manager based on Blackstone analysis of company earnings presentations and calls, as of June 30, 2026, or latest publicly available data. There can be no assurance that any Blackstone fund or investment will achieve its objectives or avoid substantial losses. There can be no assurance that views and opinions expressed in this document will come to pass." }, { "self_ref": "#/texts/425", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Totals may not sum due to rounding.", "text": "Totals may not sum due to rounding." }, { "self_ref": "#/texts/426", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income.", "text": "(1) See Appendix for definition and reconciliation to GAAP net (loss) income." }, { "self_ref": "#/texts/427", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(d) See Differentiated Access (page 4)", "text": "(d) See Differentiated Access (page 4)" }, { "self_ref": "#/texts/428", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": 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Schwarzman, Chairman, CEO & Co-Founder of Blackstone. He is wearing a dark pinstripe suit, a white dress shirt, and a light blue patterned tie. He is speaking, with his hands gesturing in front of him. The background is slightly out of focus, suggesting an office environment. 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Past performance does not predict future returns. Largest alternatives asset manager based on Blackstone analysis of company earnings presentations and calls, as of June 30, 2026, or latest publicly available data. There can be no assurance that any Blackstone fund or investment will achieve its objectives or avoid substantial losses. There can be no assurance that views and opinions expressed in this document will come to pass." } ] }, "label": "picture", "prov": [ { "page_no": 3, "bbox": { "l": 460.1398620605469, "t": 447.7588882446289, "r": 683.1309204101562, "b": 158.10076904296875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 223.0, "height": 290.0 }, "uri": 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ejRo/BJQQhhjEEHhBDGGN7VihUrjhw5YmpqCn8XFxfn4eEBAFwu9/r16wCgUqkQQosWLaqoqPjtt99YLNbnn39uZ2dXVFTE4/H8/PyGDh2alJQUGBg4atSoqqoqNptdW1u7ZMkSFxcXPp8vlUpBKygoiMPhHDt27NKlS+np6UePHu3bt+/169eDg4P79OmTkpJy5cqVBQsWPH782NraOiAgALRcXV23bNliZmbWu3fvadOmOTg4REZGmpqa8vl8qVRKCNm4cWNJScnp06fPnz8vEAgyMjJMTEycnJwmTpwIAFgL2iSKEAIfUnFx8ffff69WqzMyMkaOHLlnz56goKDx48dnZGSkpqZ+8803VlZWoaGhffr0AYDk5GQOhzNt2jQAePr0aVBQ0Pjx4zMyMlJTU5OTk9u1a7d///6zZ8+6u7uHhIQ4OjoaGhpu27YNIZSbm5udnQ2v8PLyys/PnzZt2ty5c/Pz8y0tLYVCIXxSEEIYY9ABIYQxhnclFosFAgFCCHSYMGHCN998M3DgwNzc3MOHD69Zs8bV1TUsLKy+vn7Xrl0XL15ct24dj8fz8/Pj8/kpKSnR0dEZGRmgNW3atIiIiP79+/P5fKlUClpBQUFRUVGnTp2qqqpq165dY2NjaGgoaPH5/Ozs7LS0NFtb24qKCgsLi0mTJoGWl5dXfn4+vLR///7c3Nwff/xxyJAhZ86c2b9//x9//CEWiz///PNTp06NHj16165dFhYWAwYMKCgoMDAwgDaMIoTAh1RcXJyYmDh69OizZ8+eO3fuiy++OHr0aN++fa9fvx4cHHz//n0XFxeapkErOTmZw+FMmzYNADZu3Hj06NG+fftev349ODjYxMTk6NGjhw8fvnjx4oIFCxwcHCIjI6dNm2ZjY2Nubp6bm5uXl9ehQwd4ycvLKz8//8SJE4cOHSosLMzKyjI1NYWXUlNTb926Bf+vpk+f7uLiArohhDDGoANCCGMM70osFgsEAoQQ6HD37t3p06fb2NhUV1enpaV16tRpzpw58fHxKpXqv//97w8//BAfH8/j8fz8/Ph8vlQqDQ8Pr6ysJIQkJibeu3dv7ty57u7uubm5d+/eBa2goKCoqKiePXsOHz58/fr1UVFRXbp0MTExSUhImDx5spWVVXV1dc+ePQUCwcyZMwsKCphMJgB069atT58+ABAUFJSVlaVSqVxdXaOioiZOnGhkZDRhwoS1a9f269fv/Pnzx44dS01NPXbs2Pz58ysrK/fs2WNraxsUFOTt7Q1tEkUIgQ+puLg4MTFx48aNCxcuLCgoCAoKamxsDA0NBa21a9c6OTmNHTsWtJKTkzkczrRp0wAgJSWlsbExNDQUAMrKykJCQg4ePDhx4sTk5GRra+v9+/fn5ubW19cvW7bMxcUFXiKElJWVde7cefDgwefOnWtsbHRzc+vdu3d6ejq8orq6+u7du/D/Z8eOHf7+/jRNg24IIYwx6IAQwhjDuxKLxQKBACEEb/TixQtjY2PQUqvVTCYTANRqNZPJhH9QKBQcDge0Ghsb1Wq1oaEh6KZQKDgcDmgplUo2m63RaAwMDFQqFYvFgn8ghCgUCiMjI9Cqr683MjJSKpWGhoYAQAhhMBj19fVGRkYAoFarKYoyMDCAtooihMCHVFxcnJiYuHHjRoVCERYW9sMPP3z11VddunQxMTFJSEgoKCiYP3++UCicO3cuACQnJyclJdnb27NYrF27dn311VddunQxMTFZvnz5yJEjBwwYcP369ejo6K1bt6pUKldX19GjRy9cuNDZ2ZnH44WEhICWv7+/oaFhr169JBIJAERFRXl7ewsEAmhJJBIJl8ulaRp0QwhhjEEHhBDGGN6VWCwWCAQIIdBrpShCCHwsKpWKxWIBgEKh4HA4oKVUKlksFoPBgNdRKBQcDgcANBpNY2Mji8XSaDQMBkOhUBgZGYGWUqlks9nwCoVCweFwQKuhoYHJZDIYDGhJJBIJl8ulaRp0QwhhjEEHhBDGGN6VWCwWCAQIIdBrpShCCOh9dBKJhMvl0jQNuiGEMMagA0IIYwzvSiwWCwQChBDoMH78+JqamsbGRi6Xa29vX1tbGx0dnZycHBYWBnqfAooQAnofnUQi4XK5NE2DbgghjDHogBDCGMO7EovFAoEAIQRvFBcX16tXr/Pnzzs7OzOZTBsbmxEjRoDep4AihMCHpFAopk+f/uzZs2XLlhkZGR08eNDd3d3Jyam0tNTHxwfaKolEwuVyaZoG3RBCGGPQASGEMYZ3JRaLBQIBQgh0q6ur8/f3P3XqVEJCQk1NDQCsWLEC9D4RFCEEPrCGhoZbt24tXbrUy8srIiIiNjaWzWZHR0dTFAVtlUQi4XK5NE2DbgghjDHogBDCGMO7EovFAoEAIQS6bdiwwczMLDg4GAB27dpVW1vb0NAQFhbGZDJBr8WjCCHwgdXV1c2ZM2fUqFHOzs5HjhwpKysLDg52d3eHNkwikXC5XJqmQTeEEMYYdEAIYYzhXYnFYoFAgBACHRobGz09PTHGHA6nurp6x44d5eXlfD6fyWTy+XzQa/EoQgh8YEqlMiUl5f79+wkJCUqlcuXKlVZWVp6engghaKskEgmXy6VpGnRDCGGMQQeEEMYY3pVYLBYIBAgh0OHEiRP79+/fvHkzAKxZsyY0NHTlypVKpXLRokX29vag1+JRhBD48Aghffv2vXHjxubNmxsaGnx9fXfv3h0bGwttlUQi4XK5NE2DbgghjDHogBDCGMO7EovFAoEAIQRNUF9fb2RkRAhRqVSGhoag9ymgCCHwIT148GDWrFkMBmPo0KFCoTAnJ8fNzW3fvn2WlpZRUVHQVkkkEi6XS9M06IYQwhiDDgghjDG8K7FYLBAIEEKg10pRhBD4wDRahoaGSqWSxWIxGAylUslms6ENk0gkXC6XpmnQDSGEMQYdEEIYY3hXYrFYIBAghECvlaIIIaD30UkkEi6XS9M06IYQwhiDDgghjDG8K7FYLBAIEEKg10pRhBDQ++gkEgmXy6VpGnRDCGGMQQeEEMYY3pVYLBYIBAgh0GulKEII6H10EomEy+XSNA26IYQwxqADQghjDO9KLBYLBAKEEOi1UhQhBPQ+OolEwuVyaZoG3RBCGGPQASGEMYZ3JRaLBQIBQgj0WimKEAJ6H51EIuFyuTRNg24IIYwx6IAQwhjDuxKLxQKBACEEeq0URQgBvY9OIpFwuVyapkE3hBDGGHRACGGM4V2JxWKBQIAQAr1WiiKEgN5HJ5FIuFwuTdOgG0IIYww6IIQwxvCuxGKxQCBACIFeK0URQkDvo5NIJFwul6Zp0A0hhDEGHRBCGGN4V2KxWCAQIITgFS+Uyuf19c8V9c/rFdUv6lQaTb1SWVFb+7S6uup5bXVdXWXtc01jY7DviFNP7wKAOZtjaMA05xhZckwsOEYGDIYlx5jFZBqzDA0NWBZsIzOOEej9P6EIIaD30UkkEi6XS9M06IYQwhiDDgghjDG8K7FYPGLkyN79+1c9r31aXVNaUX6j5MHV+/fk5eVPq6vhjWKEoky5DN6IArAyNnVqb/OZdSd7y/bGLHYHEzNTNseCYwx6HwVFCAG9j04ikXC5XJqmQTeEEMYYdEAIYYyhmZ4r6uVPy8trauJWrqy3tCgljXUKBTRTjFCUKZdB83U2b9e7o527Xbf2xqaWRiYdTMxYBkzQ+zAoQgjofXQSiYTL5dI0DbohhDDGoANCCGMMTaBWqx+Ul5dWlF+++8cvv5/9o6wMAOru3DW0tma1s4TmixGKMuUy+HfYTJZrJwdP+x72llY2ZhZWRqag915RhBDQ++gkEgmXy6VpGnRDCGGMQQeEEMYYdKt98UJeUX67tPRgfv7pG4WKhgZ4T2KEoky5DN6f9samw5z6uHZysLNo197YjKIo+FhUKlVERERiYiK8ztixYw8ePAiv09DQ8ODBgx49esArEhMTBQJBt27d4KWdO3daWVmNHj0aPjqKEAJ6H51EIuFyuTRNg24IIYwx6IAQwhjDPzSo1ffKyopL5bulJ38vKiKEwPsWIxRlymXwAZgYsn17cD3tnTqbt7M2MYMPT6lU+vj4YIwfPnxYV1dHUdRnn30GAGVlZffv31+yZMnp06dv377ds2fPqqoqtVpNUdTNmzfd3d1PnDiRkZGxfPlyOzu7J0+eVFRUdOjQ4d69e56enhqN5vLly05OTp07d05OTra2tg4ICICPjiKEgN5HJ5FIuFwuTdOgG0IIYww6IIQwxvCK0oqK4lJ5xulTuRcvNhICH0yMUJQpl8GHZGlk/EVvD9fODnbmVhwWCz4YpVLp4+ODMXZxcZkzZ05WVlZiYqJSqYyOjh4zZkxcXNy9e/f8/Pzy8vIyMjKePXuWkpISEhLi6Oj48OHDffv2RUZG2tvbjxs3bvbs2cOHDw8ODt61a9fp06dra2szMjLS09OPHj1qbW0dEBAAHx1FCAG9j04ikXC5XJqmQTeEEMYYdEAIYYwBQKVW3y4tPXfr5sbDhytqa+DDixGKMuUy+Cj62toH9PFwbNehg6k5fABKpdLHxwdjzOfzpVJpcnKyubn5r7/+umTJEhcXFz6ff/z4cT8/v7y8vIyMjGfPnp07d87BwSEyMrK4uHjPnj1r1qwpLi5evXr1tm3bAGDGjBlRUVEqlSolJeXKlSsLFix4/PixtbV1QEAAfHQUIQT0PjqJRMLlcmmaBt0QQhhj0AEhlJ2bu+vkCVMjo5SjufLycvhYYoSiTLkMPiIrY9MpPO++Nl06m7ejKAreH6VS6ePjgzHm8/lSqXT79u0cDufXX3+NiIjo378/n88/ceLE0KFDMcZpaWn19fWzZs3av39/bm7u3Llz09LS1q9fX1xcnJiYuHHjRgCYMWNGVFTU119/nZ2dnZaWZmtrW1FRYWFhMWnSJPjoKEII6H10EomEy+XSNA26IYQwxvA6j6qqRn7xxXNnJ4VKZW5sLJ4w8du0nfCxxAhFmXIZfHQcJmt8X09vh55dLKwMGAx4H5RKpY+PD8aYz+dLpdLt27dzOJxevXrNnTvX3d09Nzf37t2748ePNzMze/z48bhx406fPq1SqVxdXefOnTts2DAvL6958+YlJiZu3LgRAGbMmBEVFfXdd99ZWVlVV1f37NlTIBDMnDmzoKCAyWTCx0URQkDvo5NIJFwul6Zp0A0hhDGGvyuvqVmb9Uv6Kalao4GX1gTP+H73Ty+USvgoYoSiTLkM/p8YGjAncAcix55dLNozKAo+jMbGRrVabWhoCFpKpZLNZgMAIUShUBgZGQGAWq0mhLBYLPgHpVLJZrM1Go2BgYFKpWKxWPDRUYQQ0PvoJBIJl8ulaRp0QwhhjOGlOoXixoOSS3furMn6RalSwSscO3Yc6zVoQ/ZB+ChihKJMuQz+XxkaMKfwvAd27dHFwgr0XocihIDeRyeRSLhcLk3ToBtCCGMMAGqNpkj+cNPhw4fOFzAoavxg78yzGP4uaU5Y2OYkQgh8eDFCUaZcBi2AiSF73iA/l46drE3MQe/vKEIINNPdu3eXLFmiUCjGjBkza9ashoaGBw8e9OjR49KlS0eOHImOjoa3efjwYXp6+pIlS6CtkkgkXC6XpmnQDSGEMf6roiK7ID8+c79KowGtsQO98q7K6hQKeMXnfbmWJiYHC/Lhw4sRijLlMmgxHCzbzx7k69zels1kgd5LFCEEmmnIkCHp6el2dnaBgYGzZ8+uqanJyMhYvnx5eXl5ZmZmQECAs7Nz+/btAaCwsFCj0fTv3//p06eNjY1//PGHp6cnk8ksLi6Oi4tLTU0FLaVSeenSpe7du9va2tbV1V2+fNnJyalz586PHj3icDg3btxwc3MzMjK6e/duRUWFh4cHg8GAT5xEIuFyuTRNg26DBg+WpCR/s337X5UV8HdT+MN2S0/C320Jmxu6aSN8eDFCUaZcBi3MyJ79BL3cHNt1gOa4cuXKypUrVSrV999/7+Hh8e2338pksgkTJuLzC4MAACAASURBVAQHB69Zs6a2tjY6Ojo5OTksLAw+NRQhBJpDLpeHhoYePnwYAI4ePYoxdnR03LdvX2RkpJmZ2Zw5c0JCQrZt25afn7969era2lomk6nRaOzt7Q8ePBgQEPD1118DQHFxcVxcXGpqKgBoNBqapsePH3/gwAGJRHLp0qXa2tqMjIz09PS9e/cWFRVxudyCgoL4+Pivvvpq8uTJY8aM6d69O3ziJBIJl8ulaRp0KJI/jFgZc03xAl5nOI938c7dZ3XP4RXTh/uev11848ED+MBihKJMuQxaHiMmaz7y79+pqznbCJqmtLTUyMjo/v37q1ev3rNnT0NDA5PJ7NatW0lJybfffuvs7MxkMm1sbEaMGAGfGooQAs1x7969iIiIAwcOAEBeXt6xY8cmTZq0Z8+eNWvWFBQUZGVlSSSSwMDAhIQEhNDEiRMBAGMsFApNTU2nTJkCWsXFxXFxcampqQAgk8mSkpJSUlKOHj167ty5wMDAlJSUK1euLFiwoLi4mMfj+fn5DR06NCcnRyAQBAcHi0QiiqLKy8tlMhm0PKampl5eXvA2EomEy+XSNA3/UF1Xd67o1sKU5OcKBeg2fbjvjrzf4BUcFmvVtOkR21LgA4sRijLlMmipBto7idyGOLTrAE2WmppaXl6+ePFiAFi3bt29e/cSExPXrFlTU1MDACtWrIBPEEUIgeZQq9Wurq75+fkmJiaRkZGenp7du3dPS0tbv359QUFBVlaWRCIJCgqKjY0dO3ZsQUGBgYEBACQnJ1tbWwcEBIBWcXFxXFxcamoqABQVFcXGxv7000/79u37888/c3Nzs7Oz09LSbG1t//jjDx6P5+fnx+fzpVKpWq2OiIjw8PAQCoXV1dXbtm1Tq9XQwhw+fPjMmTPwNhKJhMvl0jQNf/ew/Om6A1n7zpyBtxnY87M/Hz96Ul0Nr1gxVbjuQFbV8+fwIcUIRZlyGbRgHCZrgfdIXmdHMzYH3qampmbkyJG//fabiYkJAOTm5m7evDkzM9PQ0HDXrl21tbUNDQ1hYWFMJhM+KRQhBJrp0KFDcXFxHTp0sLCwSE1NraurGzZsmJeXl1AozMrKkkgkQUFBsbGxp06d2rNnj62tbVBQUGFhobW1dUBAAGgVFxf7+PjweDwASNCiKKqkpCQtLW3BggVWVlbV1dU9e/Zks9k8Hs/Pz4/P5+/du3fWrFl1dXVLly4dNmwYtFQ0Tefk5MDbSCQSLpdL0zS81KBSXbx7Z07SpvKaGmiamX4jtx47Cq/oaGExc6R/bMZe+JBihKJMuQxaPL+e/b7q59XR1ALeKCQkZMyYMQKBAF4aM2bM2rVrO3TosGPHjvLycj6fz2Qy+Xw+fFIoQgg0X2NjY0NDA4fDAS21Wk0IYbFY8HdqtZqiKAMDA3gbhULB4XBAS6lUstlsjUZjYGAAr1CpVADAYrGgBaNpOicnB95GIpFwuVyapkGrvLr6YXn5mJXLCSHQZFwHx6q65/LycnjFD7NCF23bqtJo4IOJEYoy5TL4FNiaWSwaQve07mTAYMDrnDx5ctSoUT4+PgCwf/9+kUjEZDJVKtW+ffvWrl0bGhq6cuVKpVK5aNEie3t7+KRQhBDQe39oms7JyYG3kUgkXC6XpmkAKHnyeHl6ujGHbWvZbkvuEWiO2aPozUdy4BX9HB3dnHqkHs+DDyZGKMqUy+ATwWQwwr39Pe2djA3Z0AT19fVGRkYAUF9fb2RkRAhRqVSGhobwqaEIIaD3/tA0nZOTA28jkUi4XC5N04UlJTM2rJNXVADA/6YH7z19+vIfd6HJutnYMijqj0dl8IotYXNDN22EDyZGKMqUy+CTMoHrOdrFrb2JGbQZFCEE3klcXFxUVJREIqmpqVm+fPnmzZvnzZtHURS0bTRN5+TkwNtIJJJevXoZd+06b0vSc4UCXkqLWBy2eVNtfT00WZhAsOnwYXjFF4MGVdbWni4shA8jRijKlMvgU+Nu122213BbM0toGyhCCDRfWlpaWFhYbW1tVFRU79691Wp1ly5dfH19oc2jaTonJwfeZvnKlTUGjIziIvg7K1OzVdOmhW7aCE1m265dezOzGw8ewEsURSWGzp67OQk+jBihKFMug0+QnXm7yM9HO7W3gTaAIoRAMxUUFOzYsePWrVunTp1au3ZtdXU1IWTFihWgB0DTdE5ODrxRRW3N2r17d5w4zjA0hH8Y6erm0rXr+oMHoMnmCkZvPHwIXhEZMHHXyRN/VVbABxAjFGXKZfBpMjXkrPCd4GxtS1EUtGoUIQSao7S09Msvv0xMTJw1a9ahQ4dsbW137dpVU1Pz4sWL+fPnGxoaQttG03ROTg7o9qiycn32gV0nT4Juq0TTDp+/cK7oJjRNezNzR5uOl+7ehZfMjY3FEyZ+m7YTPoAYoShTLoNPFtuA+b3P+L629gYMBrReFCEEmuPGjRtSqRQA1q9fv2PHDi6Xu2PHjkePHo0cOVKtVg8fPhzaNpqmc3JyQAd5efnKvek5Fy7A26QujAhPSX5WVwdNM4emk3Jy4BVrgmd8v/unF0olvG8xQlGmXAafMiaD8b1PQL9O9kyGAbRSFCEE3gmfz5dKpWvWrAkNDV2+fLlarQ4PD3dwcIC2jabpnJwceJ2yysrl6emHLxRAE1gYG6/+ekZI4g/QNGZGRv26dTt78ya85Nix41ivQRuyD8L7FiMUZcpl8IljUNTSYV+42XVjGRhAa0QRQuBfqK+vNzIyIoSoVCpDQ0No82iazsnJgX8oq6xcuDUF37wBTTaMy/Xo+dn/fs6Eppk10j/l2FFCCLyUNCcsbHMSIQTeqxihKFMug08fg6KWfD7a074Hy8AAWh2KEAJ67w9N0zk5OfB3D8uffpeWdvyqDJppWeCUU9evS69fgybgGBp69+p9/KoMXvq8L9fSxORgQT68VzFCUaZcBq0Cg6KWDvtiQJfuBgwGtC4UIQT03h+apnNycuAVz+rrih/KZ2xYX/X8OTTfzoUREdu2VdTWQBNMHz487cQJTWMjvLQlbG7opo3wXsUIRZlyGbQWTAZjue+E/p0coHWhCCGg9/7QNJ2TkwMv1Sjr91/Lzy2WzXfzjUhJeVRVBc1kbGi4aU7Y1xvWNxICb8MyMBjh6pZz8QK8FOw74veiolsPH8D7EyMUZcpl0IqwDZgxfl/26mgHrQhFCAG994em6ZycHNBSqtVHiq5svygFACaDsXCAX/TOnfcePYJm8nTu6efuvnLvHmiCSUM+/+X3sw1qNWhxWKxV06ZHbEuB9ydGKMqUy6B1MWcbxfp92c2qI7QWFCEE9N4fmqZzcnIAQNPYeK7kdvypQ/CKxQP94/dmXL9/H5ppScCEa/fv5166CG/DoKgvBg3+5dxZeGnFVOG6A1lVz5/DexIjFGXKZdDq2Jm3W+YT0NmiHbQKFCEE9N4fmqZzcnIAoPDRw+9+3adubIS/C/cYkZx9+PeiImim7QvCl6btfFRVBW8zZuDA4zJZnVIJWh0tLGaO9I/N2AvvSYxQlCmXQWvkYdctbLCftYkZfPooQgjovT80Tefk5Dx4Vi7O3VujrIfXCXP32X/i1K+XL0NzcAwNt4TNDV6/rpEQeJvJn3++59QpeOmHWaGLtm1VaTTwPsQIRZlyGbRSAX09vuo3yNiQDZ84ihACeu8PTdNp+zNijv9yp+Ix6DaT9/mJgss/nzsLzcHr3n38YO/vd/0Eb+PTv//FO3eqX7wArX6Ojm5OPVKP58H7ECMUZcpl0HrNGzxieA+uAYMBnzKKEAJ674//KP+A/35z4OYleJspfQfduPVHal4eNMfCL8b9+ejRgfzf4W2CfIanHs+Dl7aEzQ3dtBHehxihKFMug9aLQVH/8w906dgZPmUUIQT03p8vg6e9GNoXmibAZcDjh083Hj4EzbFt3oLle3Y/LC+HN/Ls2fPeo0flNTWg9cWgQZW1tacLC+FfixGKMuUyaNU6mJjF+n3V2bwdfLIoQgjovSf3Kp98k7NbqVFDk/k5cQ1q1Kv2ZUCTMRmMHxdGfL1+nUqjgTeaMcJv26/HQIuiqMRZs+duSYJ/LUYoypTLoLUb1r33rIE+pmwOfJooQgjovQ9V9XUr8n6+U/EYmsnb3tmOMvt2Zyo02Wd2dtN9R4hTd8AbcR0cK5/XllZUgFZkwMRdJ0/8VVkB/06MUJQpl0EbEIFG/adHH/g0UYQQeJ05c+YkJSWBVmJiokAgsLKymj59+ujRo6dPnw7/EBUVdf36dYSQWCyGVyxcuHDdunXwntTU1KSlpc2dOxe0MjIyUlNTraysdu/eXVFRoVarbWxs4HWWLl06efLkqqqq8vLycePGwfumbtQcvnVl24WT8E54Nl155nYRW1MaCYGmmT2KrqytzThzGt4o1H/UltwjoGVubCyeMPHbtJ3w78QIRZlyGbQBbAPmanpKd6uO8AmiCCHwOl5eXvn5+QBQX19/4cIFT0/P9evXV1VVff/99yYmJoWFhRqNpn///qD1559/hoeHHzx4UKlUstnsuro6mUzm7OwMAHfv3h08eLBGozl//rydnV3Xrl0fPXrE4XBu3Ljh5uZmZGTU2Nh46dIlS0tLZ2dnjUZz/vx5Ozu7rl27lpeX37x5093d3cTEBF768ccfe/ToMXToUNBydXW9ePGiWq1ms9kRERFdu3YNDAxUq9Xm5uampqa3b9/u2bPn8+fPZTLZzp07586dq1KpOnXqZGdn9+effz59+nTAgAEMBgPeh6Inf0XmpjcSAu+qZ3sbH1uXeVs2N6jV0DRbwuat/iXzj7Iy0K2bjS0A/Pn4EWitCZ7x/e6fXiiV8C/ECEWZchm0DX1t7CP5o62MTOBTQxFC4HW8vLzy8/MBoLy8fPTo0bt27YqOjmYymatXr96xY0dtbS2TydRoNDExMQCgVqsHDhy4ZMmSiRMnPnnyZPLkyYGBgfX19UOHDp02bdqVK1cCAwO9vb3z8/OnTJly7dq1oqIiLpdbUFCwd+/egICAIUOG1NXVLVy4cMaMGd7e3vn5+VOmTPnuu+9CQkIcHR39/PzgpWnTpqWmplIUBVpTp07t1atXeHi4iYnJlClTrKysQkND9+zZ4+/v7+3tzefzDx06NHbs2C+//HLLli07d+7cuHGjl5dX+/btMzMz3d3dr169mpqaCv/a07qa6GP75TWV8O90Nms3obvb3M1JL5RKaAIGg5EWsejrDeuVKhXoNoemk3JyQMuxY8exXoM2ZB+EfyFGKMqUy6DNmD/Yb0TPfvCpoQgh8DpeXl75+fmgNWPGjKioKKlUyuFwpkyZ4uTkNHHiRADAWqD17NkziURy7969IUOGWFhYiEQi0OLz+Rs3bgwMDBw1alRVVRWbzbazs+PxeH5+fkOHDt20adPatWt37NgBAIWFhYGBgaNGjaqqqmKz2dXV1Q4ODpGRkaampqD18OHDLVu2xMbGwksajSY1NTUpKUkqlaakpLi4uNA0/d133/n7+3t7e/P5/ODg4BcvXoSGhoaHh0+fPr2wsFChUGRnZ2/ZsqVTp06DBw8+deoUi8UCrfz8/ISEBGiaIUOGzJ8/HwA0jY1HimTJ54/D+9DOyCS4t/e8zZuf1dVBE3S3tQ2jBYu2bwPdbNu1szI1u/nwAWglzQkL25xECIF3FSMUZcpl0GYYGjDXjxZ1tWwPnxSKEAKv4+XllZ+fD1ozZsyIioqSSqUcDmfKlCkDBgwoKCgwMDCAf/Dy8goKCiKEzJ49G7T4fH5KSkp0dHRGRgZoxcfH83g8Pz8/Pp+fnJwcHR29b98+ALh9+3Z0dHRGRga8tH///tzc3B9//BG04uLixo4d27t3b/i7iIiI8ePHnz9/3snJaezYscuWLUMI+fr6Dho0aNasWdXV1QsWLAgPD58+fXphYaFCofj111/j4uK6d+/u7u5+8eJFiqJAq7Gxsbq6GpqgpqYmKioqPT0dAP6sfLLw8C51owbeE1ND9hzef8K3bHlSXQ1NMH24r6axMe3EcdAtjKY35eSA1ud9uZYmJgcL8uFdxQhFmXIZtCXeDj0XoJHGLDZ8OihCCLxOt27d+vTpAwBBQUFHjx6NioqSSqUcDmfKlCnp6el79uyxtbUNCgry9vYGgLq6On9/fzMzM2dn55iYmIkTJ3bt2pXFYm3cuJHP50ul0vDw8MrKSkJIYmJicnIyj8fz8/Pj8/lSqXTevHlVVVUNDQ1bt25dtmxZZWUlISQxMTEsLEylUrm6ukZFRYHW1KlTd+3aBa8QiUR1Wj///HNhYeH8+fOFQqGrq+uiRYtcXV3PnDnz+++/CwSCzz777MKFC6mpqYWFhQqFon///suWLbOwsPD09AwPD4fmq66unj17dnp6+nOlYvXpw5dK/4T3ypDBXOgxQrx9e8nTp9AESbPn/HAou0guBx3am5nbd7CW3bsHWlvC5oZu2gjvKkYoypTLoI1Z4TvBza4bfDooQgg0n1qtpijKwMAAXlJpGRsbg9aLFy+MjY3hFQqFgsPhwOsoFApDQ0MGgwEACoWCw+EAACFEoVAYGRmBboSQ2tpac3Nz0FIqlSwWi8FgNDQ0sFgsiqJAS6FQcDgceAUhRKVSGRoawjuprq6ePXt2enr6vcon4YfSGgmB943JYER4jlzx0+4i+UNogvTFkcE/rFc0NIAOs0fRm4/kgNbXI/zO3rpZ9PAhvJMYoShTLoM2xtrY9H+jAjuaWsAngiKEgF4zVVdXz549e0PKlt1X8JBuLr/evX72/m34ABYP9F//8y8X79yBt7G3tv4mYML85C2gg5mREdfB8VzRLQDgsFirpk2P2JYC7yRGKMqUy6DtmT1wON3LFT4RFCEE9Jqpurp69uzZM1YuXXvmCACM6zOgr439jxelpTVV8L6Fe/rtPHLs5PVr8DaThnxuYWKcfDQXdAjxG7n112OEEABYMVW47kBW1fPn0HwxQlGmXAZtjzHLMIGeam/ZHj4FFCEEdMjOzu6mFR8f37lz5+Dg4J9++mnGjBnQ5lVXVwfN+Npw3NC6BiVoMRmM+YNHKtSqnZdP1zUo4b2a7e5z+My5QwUF8DYbQmbtyPtNdu8evA7H0HCQi8vJa9cAoKOFxcyR/rEZe6H5YoSiTLkM2qQpPO8v+3kZMBjQ4lGEEHidhISEjRs37tq1ixBSU1Nz9uzZLl26BAQEdOzYEdq8mpqaCcEiQ4E3/F0HE7M5Xr7XHz/MKrxA4H0K7j+0QHZjt/QkvM3uxd/M2pj4XKGA1wkaPvynEyc0jY0A8MOs0EXbtqo0GmimGKEoUy6DNolBUesEQqf2NtDiUYQQeJ2nT5/Gx8ePGzeuX79+//vf/wCga9euM2fOBD2Av2qqwg7uUGk08DoD7Z38P+MdvnX5Yumf8P5M6jOw5F7p5iNH4I1sLC2XBU6Zk7QJXodlYDCc55p76SIA9HN0dHPqkXo8D5opRijKlMugrfqit3vQgM+ZDANo2ShCCOiwePHicePGeXt7A8CqVas6dOhgamo6efJkaNsIIQduXNx+UQpvFNh/cDerDlvPn3xSVwPvyZjPXBXldf/LzIQ3+mLQIPv21omHD8HrTBo69Jdz5xrUagDYEjY3dNNGaKYYoShTLoO2ikFRP4yZ5tiuA7RsFCEEdFi8ePG4ceO8vb1///3327dv19XVPX78+PvvvzcwMIA27K+aqgWH0upVDfA2HCZzgbd/VX1d2uUzCrUK3of/dOtt2cD8ftcueKM1wTP24dPnb9+Gf2BQ1JiBXgfyfweALwYNqqytPV1YCM0RIxRlymXQhk3gegpdhxgwGNCCUYQQ0GHx4sXjxo0bNGhQbGzsN998Ex4ezmAwkpKS4MPIyMhITU21srLavXs3vGLnzp1WVlajR4/+8ccff/vttw0bNnTs2BEAampqQkJCnj9/HhYW5u/vf+vWrV69esGHd7n0Tw1pvPDw3tHbVxsJgbfpbNYu1Gv4Bfkfh25dhvfB0677Z5wO32zf1kgI6LZ7ceScpI3VL17AP4zx9Dp+9UqdUklRVOKs2XO3JEFzxAhFmXIZtGFMBmP9aJFjuw7QglGEEHijxsZGlUrFZrNVKpWBgQGDwYAPw9XV9eLFi2q1ms1mazSa8+fP29nZde3aNTk52draevDgwQKBYO/evc7OzqC1Y8eO6urq8PBwpVJZXV3t7++/fft2Ho+nVCovXbrUvXt3W1vbe/fumZubl5SUuLi4XL582cnJqXPnzgAgk8kMDAxUKpWbm1tpaWlJSYmHhweLxYK3efq8ZuHhn54pXgzs4uTv0v/Wk78O3Lio1KjhbfjdevGdev9ceP76o4fwr/Xp0HmwtVN48haVRgM6WJmaxU8Pnpm4AV7nqyFDMs6cAYDIgIm7Tp74q7ICmixGKMqUy6BtCxn4nzG93KEFowgh0DJMnTq1V69e4eHhxsbGgYGB3t7e+fn5U6ZMefDggbW1ddeuXQMDA9euXTt69GjQKiwsnDFjxg8//ODp6Xnjxo3x48d/9913gYGBNE2PHz/+wIEDEolk1apVnTp1Gj58+JMnT2prazMyMtLT07Ozs+/cufP48eMBWtu2bUMI5ebmZmdnw9ucvX87TnoQXnK2spnM8y6tqcy4lv+8QQFvM8NjmLWxacqFk5UvnsO/42hpPdqhX1hSkqKhAXQY6erWt1u3Nb/8DP/gw+NdvH27+sULc2Nj8YSJ36bthCaLEYoy5TJo28zZRusEQhszC2ipKEIItAwajSY1NTVJa+bMmaNGjaqqqmKz2X369LG2tg4ICODz+VKp9OnTp7Nnzx4zZoxIJLp79+7ixYt9fHzmzZvH5/OlUqlMJktKSkpJSTl69Oi5c+du376dkJBgZ2dXVFSUkpJy5cqVBQsWHDp0KDw8vKSk5OzZs7dv37axsTE3N8/Nzc3Ly+vQoQPoVqOoX3os48+qp/B3NqYWMzyGVSte7L36e/mLWngjU0P2/MEjy2qf7ZadbdCo4V/oYGIm/GzQ3M1JNS9egA6rRNOOXrp8+sZ1+AfRf/6TduIEAKwJnvH97p9eKJXQNDFCUaZcBm3et8PGDnboCS0VRQiBliQiIsLDw+PAgQMZGRmglZycbGFhMWnSJD6fL5VKAUCj0VAUxWAwAKC2tvaLL744fvz4kCFDzpw5U1RUFBsb+9NPP+3bt+/PP/+8cuXKpk2b2rdvz+fzs7Oz09LSbG1tu3XrNmfOHGdn57i4uMjIyGXLlrm4uEAT3HxcGpmbDjqYGXJmDfQBCvZfKyh5Vg5v5GhpPcPzP2f+LDp25xr8C5Yc45B+n8/fvLm8pgZ0+GnR4gUpyZW1tfB3np99dq+srLymxrFjx7FegzZkH4SmiRGKMuUyaPNcOnRa4TvR2JANLRJFCIGWQSQS1Wn9/PPPS5curaysJIQkJibeu3dv5syZBQUFw4cPl0ql8BLGeOXKlfX19bNnz548efLEiRONjIxWrFixatUqiqJKSkrS0tLmz5+/adOm9u3bT5482crKqrq6umfPno6OjocOHQKACRMm9OnTZ+HChc7OzjweLyQkBHRrJGTnpVM/F16AN2IyGLM8fSyMjLNvXi58/BDeaGTPfp72PTKunisufwTvisM0XDhgxMLk5L8qK+B1LIyN184MmfHDBkII/F2w74gff/sVAJLmhIVtTiKEQBPECEWZchnoASTQUz/r0AlaJIoQAi0DIaS2ttbc3By0FAoFh8MBLZVKxWKx4B/q6uoMDQ1ZLBZo1dfXGxkZAYBCoeBwOPB3SqWSzWZrNJq7d++yWCyVSrVw4cIjR44AgFKpZLPZ8Eal1ZULDqUp1CpoGqEr6tauw/F7N87evw1vNG+wH9uAue3iyWf1L+CdMBmMbwaOWrpjx92yMnidYVzuoF69V+3LgL/r4+Dw7Pnz0oqKz/tyLU1MDhbkQxPECEWZchnoAUzuPyiQ501RFLQ8FCEE2phr165t376dwWDMnz+/W7du0DS/l9yJPXkAmon+jOdh73T+4R9Hb19tJAR0sOQYzx084n7l073Xflc3NsI7EQ+iJXszZPfuwessC5zy+61bv165DH8XMtI/5WguAGwJmxu6aSM0QYxQlCmXgR6AiSH7h9HTbMwsoOWhCCGg9zYKVcOK41nXHj2AdzK4aw+/nrybT+QHblxUatSgQ1+bLpP6Dzr+x42Tf9yEd7Jo4MiUQzlnbtyA10mLWLx4+9Yn1dXwim42NgDUn48fzfQbeeZGYZFcDm8TIxRlymWgp7XCd4KbXTdoeShCCOi9zYNn5WEHdhD4V1ysO33Vf5C8ujLjWv7zBgXoMK7PgD42XX66jEuelUPzzfPw/fnE6SMXL8A/GBsabp47b/q6tY2EwCtC/UdtyT3CYbFWTZsesS0F3iZGKMqUy0BPa2TPfrO9fA0YDGhhKEIItAy7d+/ev39/165d169fv3bt2tra2ujo6OTk5P9rDz7Aal78x4G/P5+z23vTllWKIlc4UZnJTEYpQsbXtcKRLZdsl3BxccnKyKiIUFmlITOrkkra+4zOeP/+/57H8/CQy7VOp8/rNWPGDPjVrmc/3nQjFr4HI1XNSU7cKmH9scw7Zfxa+BQ6Sc7uMUCCsv2pCTUiAXylKQ7cxLTME0lJ8JGu1m0GOXVdfjQC3mOgqamhrPy0oGDVeN8tZ6Mq6+rgs0J9/U4VZAKlEYvOCPfyN1DVADlDICLIh4aGBiaTOXTo0KVLl54+fdra2ppOp+vr63t4eMAvJZKIQ69F3XuTB9+PGosT5NwXESMfpORVlcGn6CqrTnN2zyopPP3orgwRvoafbY+sZ7l74y7BR3gjvR+9zrtwNwXeM23goF2xMXrq6pP7D1hz4jh8Vqiv36mCTKC8s9xtuJOJJcgZAhFBbly8eHH37t3Hjx8PDw+vqakBgFWrVsGvll9VPuPcARkifG9Mkj61W19VNvvcLs+joQAAIABJREFU4/THJQXwKd1aWXq26xLz9N6d1y/ga4xs51T+pmLL2Sj4yMHZc0MO/1NYXg7vaKuqtdLVyczJ+XNq0Lx9e8VSKTQt1NfvVEEmUN4Z2t5xkhOXIAiQJwQigtx4+PDhihUr/vjjDxsbm4iIiNra2oaGhhkzZtDpdPh17ua/XHU1Cn4YEsCvS29TDe34l49u5T2HTxnb6TdzLd0DaYlvaqvgiw2wtmPWyVYePQofYjOZe/83a+LWLWKpFN4JGjBo98UYOzOzzpZWB6/GQ9NCff1OFWQC5R0VJjvcy19bWRXkCYGIIE+2bNmiqqo6atSoAwcOlJWVcblcOp3O5XLhF5Eh7k6+EvvsPvx4Xu26dDY2T85/Gff8vgwRPsSm02e7DKwVCg5mJNU3iODL9GzVphVdbeGBA4gI77G3sPDu2WvxPwfhHVUOp0Nr0+RnT3fPmBkUvgOaFurrd6ogEyjv2ThwXFs9I5AnBCKCfFi2bFlOTk5eXl5kZOSRI0eCgoJWr14tEonmzZvXqlUr+EXK6munn93PFzfAz+Ji2sajjd3j4oKzj9NEUgl8yEhVM8jZLb0w5/yTdIQv4mDQurNGqzl79kikUnjPbK+hhWVlJ2/dhHcm9+u/N+7S0O7dK2prkx49giaE+vqdKsgEyntmdvfob9MJ5AmBiCA3BAIBh8MBAIFAwOFwEFEsFjOZTPh1npcWzY2JgJ+ug66xdyfnvKryyAfJdQ1C+BDXvF1fq45nn6SlF+bCF2ijZeBu3G7mrp0isRjes//32auOHX1VUgKN2Exm97ZtEx4+3D512szdO6EJob5+pwoygfKe9nrGqz1GsegMkBsEIgKlaUm5WesTo+EXaaWuHeDYq0JQfzzzThm/Fj400bG3vorGvtRrpfW18G9aqWmNsnKcFr6jXiiEd+gkeWjufP+tmxskEmjk7+Z++NrVecNGRFy/9qaiHD4l1NfvVEEmUN5DJ8ndwyYZqGqA3CAQEShNe15adO/Nq9uvX+RWlMgQ4VfQZCtNde4rlWHkg+S8qjJ4jwqT9btL/9K62kMZN4QSMXyWtpJKYMee03aEV9XXwTs2xsaB/QYE798HjRg0Wt9O9refZi0aOWrxoX/gU0J9/U4VZALlQ2EDxnTQNwG5QSAiUJpQJaj/3/l/tJRU3K06ttbQEUkkxXXVKfkvn5QUiiRi+LnYdPrUbm4qTNbZx+mPSwrgPWYaOlO69UnKfXrp+QP4LFUm+3+d3f63a2dxVRW8M23goFoBP+L6dWg0ulevqNu3//DzX3bkMF8kgo+E+vqdKsgEyodmdHcfYGMPcoNARKA04WX529kXDsN7tJVU3K06djRoJUOsFvLTCnIzi/KqhXz4WUiACY69WqvrXnnx8Pbr5/Ce/m3sfjO1iXxw+1FxITSNTafP6zogeO++VyXF8M7e/83aeObMs8ICACAJwrNbt/s5OV7O3bedPwcfCfX1O1WQCZQP/dbaeiF3CI0kQT4QiAiUJtzJe7Hm+lloApOkcy3adW1txaYz6kSCJyWFaYW5b2oq4acY3sHJ3sjszusXcc/vyxDhnRnO7ios9p671yoF9dAEOkkGOw9cffjIo9d50IgkySPzggO2bRE2NACAVzfny/cyNgVOnrFrJyLCh0J9/U4VZALlQ9pKKlsG+2opqYB8IBARKE049yR9791r8GUcjc17mbfTVlIRSBryKsvvvH6eU1EiQ4QfqZdZW3dr20fF+Wcfp4mkEmikwVb6vUf/vKqyo5m3G6QSaMKC7oP+PB2V/OwpNDLT05szdPjve3ZDI++ePYsrqzSUlc+lJMOHQn39ThVkAuUj24f4m2vpgnwgEBEonyKVyUKvRaUW5MDXM9XU8bCyNdPSFUkkJXU1d/OzH5cUiCRi+DHs9E1G2Tm/qiw78SC5rkEIjdrqGE5w7HXlxcNr2U+gCXO79Tt8Kf5K5j1oFODmThLk31fiAMC9k33Ki+frAyYGhe+AD4X6+p0qyATKR0I9vO2NTEE+EIgIlE+pEvBnXfingl8H30aTrdTHqkMnQ1MZYq1IkF6Ym1mUVyXgw/fWWl07wLF3Ob/u+P07ZfxaaDSsg2MnQ9Mj9269KH8LnzLTyS32ZvKZ27eh0c7pM3bFRD/MywOA8a59lFisxIcPnxUWwHtCff1OFWQC5SOzXQa4WXUE+UAgIlA+paimcvKZffBd0Umyl1lbZ1NrDp1Z3yB8WvrmbkHOm5pK+H60OCpBzn0lUunx+3deV5cDAAkwp+dAAGLv3Ws1IgF8JNChd+r9rH+uxkOj4wsWTfpza71Q2M2mbX5pyfzhI+fu2wPvCfX1O1WQCZSPDG3vGNjVFeQDgYjQDP3xxx9Xr15VVlZeuHBhjx494D3l5eUSiURfXx8+NGfOnC1btgwfPvzMmTPwBZ6WFM6PPQo/kr2RaW/zdnrKavViUUF1RfLrFy/Li2WI8M3YdOY0577KTFbUo7THJQUAoKusOqO7x4uytyce3JHIZPChcbbd83OL/rxwHgBa6egs9vaZtnMHAEx08zAz0N9yNqqyrg7eCfX1O1WQCZSPdNQ3Wek+kkVngBwgEBGaIX9/fx6Pp6qq6unpmZ6eXlNTc//+fVtbWw0Njblz57Zu3Xrs2LE6Ojqpqamqqqrt27cvKSl5+fLlb7/95ubmFh8fD1/gTt6LNdfPws9irKbpYW1nqa0nkkjK+LUpr7OzSgoEEjF8AxJgkpOrsbpW3PMHd16/AABHY/MRtt2iszJu5T2HDw1t26WhnP9H5AkA8OnZW1tNNTwmuqOpGQB4OTuvOXEc3gn19TtVkAmU9xiqarTTNe6gb+zUylJLSQXkAIGI0Az5+/uPHj1aIBAcOnRo7969/v7+w4cPP3HixMGDB4ODg7W0tIKCgqqqqpKSku7fvz9s2LC2bdtOmDAhMzPTzc0tPj4evsD17CebbsTAr6DG4rhatncwMkWEWpHw3ptX94peVQn48F+Nsu1mZ9j69qvncS8eyBDHdvrNSsfgYFri6+pyeI+bRQdtCYv3z0EA+HNK0D/Xrqa/fDG5f39bU7N5+/aKpVJoFOrrd6ogE1okNp3ZXs+ojY5Ba01dDbaSDLFBIhZJJWX1tbmVJXlV5TzuEANVDZADBCJCM+Tv789ms+Pi4tLT048ePXrp0qWOHTs+fPhw4sSJr169atu27aBBg6qqqjZt2pSXl6epqblt2zYul5uQkODm5hYfHw9f4J/0pJMPU+BXo5Nk99bWPcxsOHQmXyx8VvY2rSCnoLoCvp6rZfu+lh0fvH197nEaIszvNYgvFu1NvV7fIIJ3nI0t2yvrz97zlwzx+IJFU3b8qaOq1sbE2EBD8+DVeGgU6ut3qiATFJ2Zpm47PUMLLX19FQ0aQYhlUpFEUt8gzKsqy6koeVtbVc6vkyHCh/4cMsFCSw/kAIGI0Az5+/vzeLzExMTKykpNTU2ZTBYUFASNNm/ebGlp6eXlNX36dD8/PxUVlV27doWHh3O53ISEBC6Xm5CQAF9gVfzpuwU5IGc66Jm4WrbXV1XnNzS8qalMfv3iZXmxFGXwxToZtB5l55xbUXLiQbIaixPk7PagKO/M41QZIjTqqGfcW996eni4lqrq6vF+U3b8OXXAAAcLy6DwHdAo1NfvVEEmKAo1FqednnEbHYNW6toqLLZYJm2QSBqkkqLaqpzy4oKaire11Q1SCXyZNR7enYxMQQ4QiAjNkL+/P4/Ha9OmjZub29atW3k8nomJibKy8qZNm1JSUmbNmuXr60sQREJCgp6eXn5+/vnz57lcbkJCwpgxYwYOHOjr6wufJZKIF1489rK8GOSYvoq6h7WdpbaeRCYtq69NK8h9XJwvkIjhC5hp6AQ49i7n1x3NvN1R36Rfm05nHt9NLciBRuaausPMHaZu396vS2czPYPjSQlDnbs/yX+d9OgRAIT6+p0qyITmhgSw1jG00TW00NLTUVaVIUqkUpFUUi0U5FWW5lSWFNdWVwn58G0WcYe4mNmAHCAQERSCUChks9nQSCQSMRgMkiSFQiGbzZZKpTQaDd4Ri8UMBgM+q4JfFxx7tLiuGpoJJQbT1bJDFyMzIKBOJLpflJfx5lWloB4+S1tJJaibm1gqOX7/jpt1R0NVzf1pCUW1VQCgp6zm377HtB3bl40Zd+b2LTtz8w6tW8/cvQsAQn39ThVkghzTVVZtq2tsraNvoq7FpDHEUkmDVCqUNBTWVGaXFxfWVJTW1UpRBj/Aot6eLuZtQQ4QiAiUj7ytrZpx7qBIIoZmiARwMrHkWrbnMJj1DaLs8uK7BdkF1RXQBCUGc5qzG4fBjHv+oH+bTpWCur9TEwQSsSZbaZpDnxnh4X9ODVoWcXhyv/5bz517U1Ee6ut3qiAT5ACTpNvoGbTRMTLT1NHkKEtlMrFUKpSIKwT1uRUlr6pKi2ur+eIG+ImmdO0zpH0XkAMEIgLlI0U1lZPP7AOF0EbbwM26o76KhlDSUFhTeTc/+0XZWynK4EN0kgx04hqqaT0synMwMk/Jf3khK4PDYM5x6rfqyJG5Q4dn5uToa6gvPvRPqK/fqYJM+LmM1TTb6RlbausbqmqQBCGWSkVSCb9BlF9d/rK8uKi2qoJfB3LAx677+M4uIAcIRATKR15Vls48dxAUjraSSn8bOystA4lMVsGvSyvMffT2tUAihveMtnW2NWzNF4tUmOzIB3ceFRfwug++lJrWWlfXQFPr9z27F3uPPlWQCT+GEoPZTs+4jY5Baw1dFSZLIpM2SCVCibi0ria3sjSvqqy4rloslYK8GtzWIcjZDeQAgYjQbMXGxlpaWl64cKG2tnbp0qV//fXXjBkz4Ht4Vlo0LyYCFBqbTudadOhibEYSZI1I8KS4IP3Nqwp+HTTysOrItWyvzGS/ra3el3p9ij23trZOLJE+yX+tq65+qiATvpmFpm5bPWNLbT1tJVUElEhlIom4tkGYV1mWU15cVFdVKxJCc9PDtA3P1QvkAIGI0Dw9efLExcXlypUrp0+ftra2ptPp+vr6Hh4e8D08L3s7N/owtCSOxua9LdorM5l8cUNuRcnd/Jz86vIuRmY+9r+psTjphbnaDGU1Bru8piavtORk/j34Yhpspfb6JlZaeq00dBg0mkQqbZBJheKGotqq7PLigpqKsvpaGSIohG6trJb2HQZygEBEaIYqKioCAgKMjY0nTZp0/fr1mpoaAFi1ahV8J4+KCxZdPAYtlYWmrpuVrZG6Jl/cUFxXXVxT5WZtSyNJmUgilcroNNrcK0fhI3SStNYxaKNtYKGtr8FWkshkYplUKBHXCPm5FaU5FSVv66pFEjEotPZ6xusHjgU5QCAiNDcSicTT03P69Olnz5718vIaMmRIREREbW1tQ0PDjBkz6HQ6fLOHb1/zLp0ACoAmW8nD2tZG14hFZ+irqotFDUpMdnDcsXb6xm209Q3UNAkAsVTWIJUIxA2F1RUvK4oLayqqBHxokdrrGa8fOBbkAIGI0NxUVlYeOnQIAM6fP9+vX7+pU6ceOHCgrKyMy+XS6XQulwvf7ElJ4YLYo9BsKTNZAMChM2kkyaDRWHQGSRBKDBaNINU5HBJIVRabTtLYDAabziAJgkaQQACdJAGARtIIAJJoBASNIACAIEgCgEaSOkoqWixOVnnx9ZwneZWlJfU1EpkMKO+01zNeP3AsyAECEaHZWrRo0ahRo65fvx4UFLR69WqRSDRv3rxWrVrBN3vw9vXiSyfgB1BmsgCAQ2fSSJJBo7HoDJIgVJlsBo2uxGSy6QwWjcGmMxg0GpvBpBMkANBpJADQCJJoRBIEANAJEgAIgiQAiP8P/h+CIACABKK+QYQAAnGDVCoVSMUCcYNYKqkU8gGgkl8vRVldg1DQ0CCUiGtEAvgyJEGMtf+tq4lV7LN7LmY2Sy6fBMpH2usZrx84FuQAgYjQzAkEAg6Hg4hisZjJZML38Ky0aGfyFRpBaHJUAECDrUSSpBKDyaLRGTSaEoMFADQaSQCQBEkSBAEESRIAQCdIACAIkgAgAAiSAACCIACABAIA+A0iGaBALBZLJSKppF4kkqC0SsgHgEp+vRRltUKBUCIWSsQ1IgHIDTNNnYAuve8XvTbX0t10Iza41+Dtty8LJQ1A+VB7PeP1A8eCHCAQESgfyasqvfrisRRlVUI+AFTy66UoqxUKhBKxUCKuEQmgxSAJYpx9Dz1l9T13ry5yHRISFwkANrqGruYddt+NB8qHnFtbL+kzFOQAgYhA+Uh2efHvFw5Bi2euqRfg2CvyQfKj4oLFrl5/pVwt59dBo9Ue3ksvRwLlQ30sO8ztORDkAIGIQPnIq8rSmecOQgtGEoSfQ08tZZXNN2IBYLRd99K66ms5T+Cd0XbdnxQXPCzOB8p7hrTrMqVbH5ADBCIC5SNFNZWTz+yDlspSS9+/S8/j9+88LikEgPZ6xgPa2G+6GQPvUWIwF/Yesjz+FFDe49e5p7edM8gBAhGB8pHS+pppUfuFEjG0MCRB+HXuqclR3nLzIjRSZrIWu3qFxEXCRxZxh2xOim2QSYDyzuwe/d2sbUEOEIgIlI9UC/kLYo8W1lRCS2Ktre/XudexzFtPSt/AO4tdvf5KuVrOr4OP2Bm0cjS22J+eCJR3FnGHuJjZgBwgEBEoH5HKpEsvn3rw9jW0DDSCnNClpxqLs/XWJXjPmE7d39ZWX895Ak0I9fBecjkSKO8s6TPUubU1yAECEYHyKdtuXrzy8hG0ADY6BuMdeh6+d+N52Vt4Twc9k35t7DbfjIWm+Tq4pBbkPC19A5RGf/QbbWfYGuQAgYhA+ZQLWRl/pVwFhUYnSf8uvZUYzD9vx8GHlJmsxVyvkMuR8FmqLPa8noNWxJ8GSqNtnn6W2vogBwhEBMqnJOU+XZ94ARSXja7RePseh9OTnlcUw0eW9Bm6Kzm+nF8H/2axq9f6xAsSmQxaPJIg9gwPNFDVADlAICJQPiWtIGdF/GlQRHSSNtGxN5vO+PN2HHzK2E6/FdVWXc95Al+gs5FZOz3jI5m3oMXTVVbd6umnzlYCOUAgIlA+5XlZ0dzoCFA47fWMx3T67WB6YnZFCXxKR30TjzZ2m2/Ewhdb0887JC4SWrzfTNss7O1JI0mQAwQiAuVTimurpp89IJJKQFEwaLSJjr0ZJH3HncvQBBUme7HrkMVxkfA1Arr0Tsx5klNZCi2br4PL6E7dQT4QiAiUTxFKGubHHH1VWQoKoaOeyWj77gfTErMrSqBpS/oM3ZUcX86vg6+hzlaa1aPf6qtR0LItcR3qbGoN8oFARKA0YXdyfPTTe9DMMWi0QEdXgiB2Jl+Bzxpn3+NNdcX13Cz4ekv7DFtzLUoGLdrGgePa6hmBfCAQEShNuJ79eNONWGjO7AxajbJ1/jv1+quqMvisjvqt3K07brl5Ef4T51ZWrdS1Tz5KgZaKANgzYrKhqgbIBwIRgdKEzDd5Sy5HQvPEpNEDnVwBcGdyPPwbFSZ7savX4rgT8F8RAKEe3iGXI6GlMtPUXTfAR4XJBvlAICJQmlBQXTEt6m+E5qeTYetRtt3+Sr6aX1MBX2Bp32Hht69UCOrgG0zp2ifm6b3CmkpokUZ07Brg2BvkBoGIQGlCfYMoOPbI66pyaD5YNHpgV1epDHenxMOXGe/Qo7Cq4npuFnwbLSWVad3c1lw/Cy3Ssj7Dura2ArlBICJQmnY08/bRzFvQTHQ2Mhve0emv5Kv5NRXwZWwNWrlb2W6+GQvfw7K+w1ddPQMt0tbBvlY6BiA3CEQEStPSCnJWxJ8GuceiMyY7uTZIJXvuXoMvpspiL+Z68eJOwHfS08xGk6N8PisDWhhNjvKWwb46yqogNwhEBErTXlWWzjx3EORbF2PzYR0cdydfLaipgK+xrM+wHXeuVAjq4DshCSLUw3tx3AloYTzbdZ7ctQ9JECA3CEQEStMEYhHv0omX5cUgl9h0xpSuffgNon1pCfCVxjv0KKyquJ6bBd/VtG5uZx6nFtdVQ0uy2NXrN9M2IE8IRAR5NX369J07dwJAWFjY6NGjzczM4N/cuHGjrKxs0KBBr1+/trKygg8NHz78zJkzN27cKCsrGzRo0OvXr62srODfRGfd250SD/LHycTCq32XnXfi39RWwleyM2jtZtVx881Y+N70VNQmduGuSzwPLUm4V4Cppg7IEwIRQV45OzsnJycDgL+/f3BwcIcOHTIyMpSVlW1sbEQiUUpKSps2bVRVVUtKSgoLC9u1a6etrZ2WlmZoaJiRkXHixImVK1daWlo+ffq0srKyW7duJEm6ubnFx8enpaUZGhpmZGScOHFi5cqVBEG0atWKwWC8evXKyMiIyWTChx4XFyy8eAzkCYfOmNqtb41IuD8tAb6eKovN43otjjsBP8Zyt+Er489Ai2GuqbtuwBhlJgvkCYGIIK/at28/depUADhy5MiBAwf279+voaFRWFjo5OR0+/ZtCwsLAwODjh07zpkzJyAg4O+//z5z5szy5cudnZ0RMTIycsGCBU5OTqtWrVJSUiorK9u1a5ebm1t8fPzkyZOdnZ0RMTIycsGCBVlZWUZGRiNGjHB3d4+LiyNJEj5UVl87N/pwhaAe5EO3Vlae7RzC71wpqq2C/2RZ3+E7bl+uENTBj9HXsiOdJONePICWYUZ39wE29iBnCEQEeeXg4LB7924AWLVq1fr16/39/VNTU4VCoYeHx7hx4xITE//444/i4uKoqKh169bt2bOHwWAwmUyhUGhvb3/s2LGNGzci4o4dO/Ly8pKSku7evevm5hYfH3/kyBGhUGhvb3/s2LGNGzdWVlYGBgauWLHi0KFDGzZsgE85mJ546uFd+NU4DOa0bm6VgroD6UnwX/k6uBRUlV/PzYIfhk6SK91HhsRFQsuwedD4NrqGIGcIRAR55ezsnJycDAD+/v7BwcH+/v6pqaklJSV+fn6XLl3KysqaMGHC9u3bo6Ki1q1bt379elNTU4lEIhQKHRwcDh06tHXr1pMnT2ZnZy9atKh3796JiYlcLjchIeHIkSNCodDBweHQoUNbt24FAF9fXzqdPmfOHDs7O/iUjMLcZVdOwS/VvbX1wLb2O25fLq6rhv+qk0FrNyvbTTdj4Aeb2d3jaObtCkEdKDpjNc0NA8eqsZVAzhCICPLK2dk5OTkZAPz9/YODg2/fvn3t2rXq6moej5eUlJSTk1NeXs7j8aZOnerk5FRQUBAVFXX69GmhUOjt7e3q6urs7Ozv7z9//nw7O7u7d+/GxcUFBQUNHDiQJEmhUOjt7e3q6urs7Lxjx46LFy8GBwc/evQImlBaVzMn+nCVkA+/ghKDOd3ZvaSu+tC9m/AN1FgcHteLF3ccfjxjNc0xnX7beCMGFN10Z7eBbR1A/hCICM2HWCym0WgkSQJAfX29srJySkpKVFTU8uXLORwOvEcikSAig8EQiURMJhMAEJEkSbFYzGAwoJFEIkFEkiSPHTtWVFQUHBwMTTty79ax+7fhp+thajPAxu7PW3El9TXwbZb3Hb799uUKQR38FCvcRqyIPw2KbstgX2sdA5A/BCJCc5adnZ2WljZ69Gj4r548eRIdHT1nzhwGgwFNe1JcuODiUfiJlJmsad3ciuuqD9+7Cd/Mr3PP/Mqy67lZ8LMMaNOJLxYl5j4FxWVr0Hpp36FKDBbIHwIRgfIFaoT84NijhTWV8FP0Mm/rbm37561LpfW18M3sDU37WHbYfDMWfiIGjbbcbcSSuEhQXIu4Q1zMbEAuEYgI8mrDhg2pqakODg7/+9//wsLCjIyMJk6cePjw4cDAQPgVrmc/3nQjFn4wZSZrurP7m5rKI5m34HtQY3F4rl68S8fhp5vjMuDv1IQakQAUkRKDudXTz0hNE+QSgYgglwoKCgICAq5cuTJlypRevXppaWndunXLxMRkxIgRenp68CsUVlfOOn9QJJXAD8O1aOdm1XHLzYvl/Dr4Tpa7Dd9+63KFoA5+OlMNnaEdHLfdugSKaLSd83gHF4IgQC4RiAhyKS8vb8KECQkJCdOmTevdu/fjx48BoHXr1pMnT4ZfRCqT/Z16/XxWBvwAKkz2jO7uryvLjj24A9/PhM49X1eWXc/Ngl9kpduI5fGnQRFtGexrrWMA8opARJBXoaGhmZmZN2/evHz5sp2d3R9//KGrq6uiojJmzBj4RV6UFc2JjoDvzdWifV+rDptvXKwQ1MH3Y29o2teyw6absfDreLXv8ramKqUgGxRLZyOzxa5D2QwGyCsCEUGOZWRkhISEXLx48c6dO8+fP6+vry8uLl62bBmNRoNfQSBuWJdwPr0wF74TNRZnurPbq8qy4w/uwHelxuLwXL14l47DL8Wi0Zf2Hbbk8klQLKs9RjkYmYEcIxAR5FVhYaG/v/+hQ4f09fXXrFkTHBw8e/ZskiR37twJv05aQc6K+NPwPfS17MC1bL85KaZSyIfvbYXb8D9vXa4Q1MGvNr/noJ3JV/jiBlAU5pq6qz1GaXCUQY4RiAhyTCaTkSQpk8nEYjGLxRKLxTQajSRJ+HUqBfUr40+/LC+Gb6DOVprm7Pay7O2pR3fhB/Dv0utVRWlCbhbIASttfQ9ru53JV0BRLOs7vGsrS5BvBCIC5SvdL8oLiYuE/8rD2tbFzGbLjdhKIR9+AAcjM1eL9ptvxoLcWO0+aumVk6AQ9JTV1g8co6OsBvKNQESgfKUaoWDl1TPPSt/AV9JgK03v7v6s5M3px6nwY6izlXjcIYsuHQd5MrJjt5zytxlFedD8LXEd6mxqDXKPQESgfL0HRa8Xx52Ar9G/TaffWltvvBFTIxLAj0EALHcbse3mxUohH+QJh87guXotu3IKmjlTDZ1VHiO1lVRB7hGICJSvV9cg3JwUc7cgB76ABltpRnePxyUFZx+nwY8U0KV3TkVJYm4WyJ+FvT233boolEhjTrviAAAby0lEQVSgOfuj32g7w9bQHBCICJT/5Flp0byYCPg3A2w6dW9tvTEppkYkgB+ps5EZ16L95puxIJfa6Rm5mNrsTb0OzZa9oenC3p6qbA40BwQiAuU/aZBI9ty9eun5A2iCJkd5ZneP+0V557My4AdTZyvxuEMWXToOcizUw3vJ5UhongiALYN9rXQMoJkgEBEo/1V+Vfmc6MNCiRg+Mritg5OJxcakmNoGIfxgBMAKtxFbb16sFPJBjvl06v7gzesnpYXQDHm26+zfpReLzoBmgkBEoHyD+BcPt966BO/RUlKZ4ex+r/BV9LN78FMEOPbOLi9Oyn0K8k2ZyVrQa/Dy+NPQ3HAYzC2DfU3UteBD586dc3JyMjIyOnr06ODBg9XU1OA9kydPDgsL09LSysrKateuHQBs37598ODBWlpaAQEBnp6eAQEB8Fnbt28fPHhwUlKSlpaWp6cnfA0CEYHyDcrqa1fEn35VWQqNhrTr3NnYfGNSdF2DCH6KLsbmvS3abb4RC80BjztkQ1K0RCaDZiW41+DeFu3gIzNmzOjQocP06dP79u27bNmyzp0719XVGRoavn79Wk9Pz9/fPzw8XCqVDhgw4O+//7axsUlNTe3atevWrVsrKyuXLVsGABkZGZaWlkZGRm/fvmWxWFlZWZ07d3748KGJiYmGhkZqamrXrl3/+ecfHR0dBweHVq1aMRiMV69eGRkZMZlM+CwCEYHybZ6UFCy6eFyTozyju0daQXbss/vws2iwlRZxhyy6dByaiU6GrTsZmh7KuAHNh51Bq0VcLzU2Bz7Sv39/FRWV/fv3d+nSJSgoyN7ePjk5OSQkJCgoaM6cOcuXLw8PD3/79u3w4cOXLFkyYMAAT0/PiIiIpUuX0un0DRs2xMbG1tbWnjhx4ujRo8ePH3/y5ImhoWF0dPTkyZP37t178eJFb2/viIiI+Ph4HR2dN2/eGBkZjRgxwt3dPS4ujiRJ+CwCEYHybSRSyaPiQolMujEpuq5BBD8LSRDL3UZsvRFbKeRD8xHq4b3kciQ0E3SStnnQOAttffgIIvbv39/MzMzOzo7D4cTHx0+aNCk5OTkkJCQoKGjOnDnLly8PDw/X1tbmcrkJCQkAEBgYyOPxEhIS2Gz2uHHjnj59umfPnnv37v3+++/Pnj2zt7fv0aOHj49PdHT0hAkTli1btnbtWh6PFx8fr6Oj06dPn8DAwBUrVhw6dGjDhg3wbwhEBMo3K6mtWXIl8k1NJfxEAY69s8uLk3KfQrPi17nn7bznL8uLoTmY2d3D3dqWRpLwkZcvX27cuHHUqFF+fn4vXrwYNmwYj8e7fPnyH3/8ERAQsGjRouXLl2/dutXAwKBnz543btwAgMDAQB6Pl5CQwGazx40bx+Vyz58/f+jQIQMDg+zsbHt7excXl9GjR0dHRwcGBvJ4vLVr1/J4vPj4eHV1dR8fH19fXzqdPmfOHDs7O/g3BCIC5Xt4Uly46NIxGSL8FI7GFr3M226+GQvNjRqLM8dlwMqrZ0DuddA3WdjbU0tJBT7l1KlTpaWlU6ZMmTt37rZt24YNG7Zt27YRI0Y4ODgkJyefPHny2rVrGRkZe/fuHTVqFIfDWbVqVWhoKI/HS0hIYLPZ48aNGzNmjJaWVnV1dZs2bVgslr29vYuLy+jRo6OjowMDA3k83tq1a3k8XnV19eTJk1NSUq5cuRIcHPzo0SP4AgQiAuV7EEslsU8z96Zehx9Pg620iDtk0aXj0DwtdvVad/2cDOSaMpO1fsBYU00d+DcSiYROp0MjmUwmlUoZDAY0amhoYDKZACAQCDgcDnxEJBKxWCypVEqj0aBpYrGYJMljx44VFRUFBwfDFyAQESjfSQW/bmNS9IO3+fAjkQSxwm3ElhuxlUI+NE+OxhZWOvrH798BORbSZ6hzKyuCIEA+PHnyJDo6es6cOQwGA74AgYhA+X7yq8rnxx6pbxDBDzPRsffLsuKkV0+h2SIAQvt5h8RFgrwa2r7LeAcXNoMJzRaBiED5rh69zeddOo7wQziZWPQ0a7v5Ziw0cxMde8e/ePS6uhzkj7W2/mLXoboqavBZVVVVM2fOrKqq8vb29vPzA4AXL15kZGSMHj06MjLy0aNHAQEBqamprq6uurq68NMRiAiU70oslV58lrnn7jX43jQ4Sot6D1l06Tg0f5oc5ZndPVZfiwI5o8RgruvvY6GtD/9GJBLl5eVZWVl16NAhKyvr6tWr8+fPHzlyZEhICI/HmzJlSlRUFEmSs2fPhl+BQESgfG91DcI9KdeuZT+G74ckiBVuI7bciK0U8kEhLO0zbPW1KJAnJEGs9hjVydAUvlhOTs7vv/9+4cKF0tLSlJSU+/fvh4SEHD16NDs7u7i4eN26dSoqKvArEIgIlB+gtK4m9PrZ7PJi+E4CnVyflb658eoZKIoerdvoq6qfeZwKcmMRd0j31tY0koQvNnz48KVLlzo4OABATExMZmZmSEgIADx9+vTUqVN0Ot3X19fY2Bh+OgIRgfJjvK4qW3r5ZDm/Dr5ZVxPLHmZttty8CAqEAAj18A65HAnyIaBL74Ft7TkMJnyxY8eOpaWlbdq0CRrFxMRkZmaGhIQAwKpVq0Qi0bJly9avX7906VL46QhEBMoPk1NRsujiMb64Ab6BBkeJx/VaePEYKJypXftcyLr3prYSfjU3q46THLmqbA58sbKyMhsbGzs7O2Vl5eXLlzs5OcXExGRmZoaEhERHRxsaGqamppaVlXXs2HHo0KHw0xGICJQf6XFxQUjcCYlMBv8JSRCr3EduSoqpFPJB4egoqU7p2uePhHPwSzmaWPzvt37aSirwnQgEAg6HAwAikYjFYsGvQCAiUH4kREwvzF119YwMEb5eoJPrs9I3N149AwW1rO+wVVej4NfpqGcyv/cgHWU1UCwEIgLlB5PKZHfzX665fg6+UrdWlr+Zttly8yIoLq5FO2UmK+ZpJvwKVtr6C3p7GqlpgsIhEBEoP55EJk0ryPnj+jkZInwZTY7yIu6QhRePgUIjCWK1x6iQuEj46Vqra4f0GWqsrgWKiEBEoPwUYqk0ozB3zfWzMkT4NyRBrHIfuTEppkrIB0U3vbv7yQfJpfW18BNZaOkF9xrcSkMbFBSBiED5WaQyWVpBztqEcxKZDD5rStc+T4oLbuY9hxZAX0V9Quee65Oi4WfpoGc822WAoZomKC4CEYHyEyHik5LCVVfP1DeIoAndWll2N22z9eZFaDFWuI1YEX8aforura0nOXENVDVAoRGICM3W1q1bZ8+eDQA8Hm/VqlUMBgM+Kz8//+jRowsXLgSAqVOn/vXXXzwe7+HDhy4uLosWLYJG9fX18+bNy8/Pb9u27Zo1a9hs9qxZsxgMxqZNm2bNmsVgMJYtW7Z169bly5fDN8itKFl1Naq0vgY+oslR5nGHLLh4DFoSd2tblMnisx/DDza4bedRdt20lVRA0RGICM2WoaHhrl27hg4dOnjw4NOnTwNAenq6hYWFgYHB27dv2Wz248ePO3fuzOFwoNGzZ8/Wrl178OBBAHB0dDx58uTs2bPPnTsnEolYLBY0mjVrVt++fb28vHbt2lVSUtKvX78lS5ZERES8evVqyZIlERER9fX1fD7f1ta2vr4+MzPT2tpaT0+vpqbm/v37tra2Ghoa8GXe1FRuuhHzrLQI3kMSxGr3URuSoquEfGhJ6CS5wm3kksuR8CNN6dqnr2UHZRYbWgACEaHZ6tOnj56e3saNG4OCgiIjI4c3Onv27Lp16y5evPj06VNbW9uUlJQTJ05Ao2fPnq1du/bgwYMA4OjomJyc3K1bt4ULF44aNYogCGhkb2+fmZkJAAKBwN3dfcKECfv37w8PD09PT9+/f394ePjTp09jY2M3bdo0ZsyYsWPHCgQCHx8ff3//4cOHnzhx4uDBg0ZGRvBlSupq/klPTMx9Cu9M6drnSXHBzbzn0PL83qP/P+lJVUI+/AAMGm1BL08HYzM2nQEtA4GI0Gy5ubkdPnx45syZfD5/5cqV+/bt27Nnz6VLl27fvq2srGxvb9+vX79evXqdPn162rRpQ4YM6dat29q1aw8ePAgAjo6OaWlpVVVV69aty8nJiYyMhEa2trYPHz4EALFY7OLicvTo0bVr1+7bty87O3vt2rX79u0rLCxcuHBht27d1NXV/fz8AGDHjh2XLl3q2LHjw4cPJ06cOGLECPhi1UL+zdxnu1LiAcC5lVV30zZbbsZCi2SiruVt223zzYvwvWkrqQT3Gtxe34QkCGgxCESEZsvNzS0+Pj4qKsrb2zs9PX3Dhg2HDx+OjIzMzc0FAHt7+379+nG53ISEBKlUShDEmzdvpkyZEhsbKxQKXVxc0tLSoJGzs/Pt27dJkgSAkSNHBgcHd+vW7eLFi9HR0XPnzl27du2+ffuys7PXrl27b9++wsLChQsX9uzZUyaTTZs2DQD27Nkjk8mCgoLgPxFJxFklhXvvXp/R3X3BxWPQgq10G7k8/hR8V04mFoFOrsbqWtDCEIgIzZabm1t8fDwATJo0aefOnf/73/8IgsjLyzt06NCBAwfs7e379evH5XITEhLgnQkTJpSXl1dWVk6bNm3YsGEDBgxQVVW1trbeunUrNHr58mVAQIC+vn51dfWhQ4f4fP7atWv37duXnZ29du3affv2FRYWLly4cPfu3aNGjWrdujWDwQgLCxs9erSJiYmysvKmTZvgPymqqTyYkXTr1XNowQbZ2FcK62/nvYDvgQCY5OTqatlena0ELQ+BiND8SSQSOp0OAEKhkM1mw2fV19ezWCw6nQ4A4kZKSkrwIT6fr6SkBP+Gz+crKSlBI6FQyGaz4RtU8OuuZT8+mJ4ELRWTRl/mNnxJXCR8Mz1ltXm9BrXRMWDQ6NAiEYgIFLkhlkqel73dfCOmuK4GWqS5LgP23L1W1yCCbzC4rcOQ9l2M1DShBSMQEShypqim6uKzzDOPU6HlMdfUHdyu8/bbcfCfqLE483sNaq9nzGYwoWUjEBGarbFjx8pkMgA4fvz4xo0ba2trly5d+tdff82YMQOaOaFE/Ly0KPzO5cKaSmhhVrmPXHblFHy9wW0dBrfrbKKuBRQAAhGh2eJyuQkJCdBo8eLF1tbWdDpdX1/fw8MDFEJZfc2tvBcH0hIkMhm0GMM6OOVVlma8eQVfzFrbYHK3PhZaemw6AyiNCESEZsvR0dHS0pJOp0dERGzatKmmpgYAVq1aBQpEhviqouTsk/Rr2Y+hZWDTGUv6DF1y+SR8AWUma0rXPp2NzTU5ykB5D4GI0GzV1NSoqamNGDGCx+M5OjpGRETU1tY2NDTMmDGDTqeDAhFJxC/K3h7KuPGkpBBagPm9Bu24HSeUSKBpdJIc06lHb4u2BqoaQPkIgYjQzI0bN27BggVmZmYHDhwoKyvjcrl0Op3L5YLCqRbycytK/k5LyK0oBYXWRsegj1XH3cnx8Cl0kuzXxs7D2s5MU5dGkkD5FAIRodkaO3YsIorF4pMnT27atCkoKGj16tUikWjevHmtWrUCBVXBr3tR9vZAemJBdQUortXuo5ZeOQkfohHk4HYOblYdTdS1GDQ6UJpGICI0ZwKBgMPhAIBAIOBwOIgoFouZTCYouipBfW5FaeTD5Idv80EReds6Z5UUPCwugEYsGn2Ebbfura1aa+jQSBIo/4ZARKA0WwJxQ25FyZWXj669fCxFGSgQJQZzYW/P5fGn9VXUR9l166jfykRdCyhfjEBEoDRzEqkkv7riaWlR5IM7pfW1oBBIgljTz1sikxmraempqAHlKxGICBRFUS3g51dX3Mp7evn5Q5FUAs2TuaauZ/subXQMTNS16CQNKP8JgYhAUSwyxOLaquK6mtt5z69lPxZKxNAcWGjpDbSxt9LR11VWU2crAeXbEIgIFAWFiMV11cV11Vklb668eFhcVw1yhk7Suhib9TJv20pdR19VTZnJBsp3QiAiUFqA+gZRaV1NSX1N5ptXyfkvS+pq4Bdh0xlW2gY9zWzMtfS0lFR0lFToNBpQvjcCEYHSwtSIBJX8+pL6mmpB/f2i18/KiopqKhF+FAaNZqqh42BkZqNrqMVR0eAoaXJUGDQaUH4kAhGB0rLVCPk1ImGtSFjfIKwS8N/WVuZUlJbxa6uE/GoBX4oy+DIsOkOLo6zOVjJU1bDQ1tNRUlVmsjQ5KmpsthKdxWEygfITEYgIFMpH+A0NQkmDRCblixtkiBKptEEqodNoEqkUEQGATqMBgAyRTpJKDBaNJOgkjUVncBhMJo0OlF+NQESgUCgKh0BEoFAoCodARKBQKAqHQESgUCgKh0BEoFAoCodARKBQKAqHQESgKKLVq1dPmTJFX1//7NmzHA7H0NCQx+MBwJ49e4yNjaFRbGzszp07SZIMDg7u2bNnRkbGypUrFyxYwOFwVq5cuWDBgoyMjMGDB5ubmwOluSEQESiKyMfHJywszNTUNDw8XEVF5erVq3Pnzu3QoQONRiNJEgCKiop8fHyuXLnC5/M9PDyioqJ+//13Hx+f/v37+/v7+/j4DBo0KDU1tWvXrmw2+/nz59XV1Y6OjgRBPHr0SCqVdurUCShyjEBEoCgiHx+fsLAwU1PT8PBwFRUVsVh85cqVTZs2mZiYQKOIiIji4uJ58+YBwMKFCzt37rxx48YRI0b4+fl5eXmNGDEiMDDQ09MzIiLi+PHjZWVl5ubmXC43Nja2traWTqdLpdLQ0FCgyCsCEYGiiHx8fMLCwkxNTcPDw1VUVCZMmHD9+vWFCxfu2LGja9euALB///7a2trff/8dAEJCQnr06HH06NGwsDBjY+Px48eHhYUZGxsHBgbyeDxvb+/09HRoZGlpOWrUKAC42Qgo8opARKAookmTJgUFBTk5OS1fvtzOzm7EiBEAcOHChfv37y9ZsgQAHj16tGDBgtjYWJlMxuVyjx8/vmDBgrCwMGNj4/Hjx4eFhRkbGwcGBvJ4vFGjRqWmptJoNABwdHRMSUmh0WhAkW8EIgJFEaWkpMyYMcPS0rKsrOz8+fN//fXXrVu33rx5s2/fvg4dOkCjJUuWpKWlCQQCb2/vGTNmjB8/PiwszNjYePz48WFhYcbGxoGBgTwe786dO0ePHtXT05s0aVJ+fv6xY8cMDAz8/f179OgBFHlFICJQFBQi1tXVqaqqQqOamhpVVVWCIOA9IpGITqfTaDT4LIlEIpPJmEwmAEgkEoIgaDQaUOQYgYhAoVAUDoGIQKFQFA6BiEBRUC9evMjIyBg9ejQAPHv2bO/evRs3brx///65c+e6dOliaWlZWFjYt29foCgiAhGBooiuXr06f/78kSNHhoSE1NfX9+7d+/Tp06ampqGhoXPnzl2zZg2LxVq6dClBEEBRRAQiAkURlZaWpqSk3L9/PyQkZNu2bRcuXHB0dJw1a9bbt29jY2OLioomTpzYpUsXoCgoAhGBoqBiYmIyMzNDQkJ8fX27du3aqVOnsLCwmJgYkUi0evVqLS2trl27uri4AEUREYgIFAUVExOTmZkZEhIyZ86csWPH2tra9ujRIz09fdeuXQ0NDe7u7keOHFmzZg1QFBGBiEBRUDExMZmZmSEhIU+fPp09ezadTh86dOjAgQNjYmI6d+4cGRmpoaHB4/GAoogIRARKC4CIQqGQw+GIRCIGg0GSpEgkYrFYQFFQBCIChUJROAQiAoVCUTgEIgKFQlE4BCIChUJROAQiAoVCUTgEIgKFQlE4BCIChUJROAQiAoVCUTgEIgKFQlE4BCIChUJROAQiAoVCUTgEIgKFQlE4BCIChUJROAQiAoVCUTgEIgKFQlE4BCIChUJROAQiAoVCUTgEIoI8eVb6prS+FprmYGSmzGQBhUL5LAIRQZ5sSIxOzM2Cpu3w8jfT1AUKhfJZBCKCPNmQGJ2YmwVN2+Hlb6apCxQK5bMIRAR5siExOjE3C5q2w8vfTFMX3jN9+vSdO3fC11u5cmVKSoq2tnZwcLCdnR18yosXL8zNzel0enV1dUBAgKenZ0BAALzz8uXLvXv3hoWFbd++ffDgwebm5kChyAcCEUGebEiMTszNgqbt8PI309SF9zg7OycnJ0MjkUiUnp5uYWFhYGAgk8lSU1NVVVXbt29fX18vFApfvnxpZmamr68PjXx8fMLCwqRSqbe3d1paWnl5eVZWloODg7Ky8vPnz1ksVm1tbVBQ0Nq1ax0dHbdt21ZZWbls2TJlZeWMjAxlZWUbG5tnz55t3759w4YNqampXbt2ZbPZGRkZysrKNjY2QKH8UgQigjzZkBidmJsFTdvh5W+mqQvvcXZ2Tk5OBgCpVDpo0KDhw4efPXt23bp1tbW1SUlJ9+/fHzZsmJmZ2fz588ePH79nz567d+/SaDQA8PHxCQsLI0nS29v7+PHjkyZNGjt27OHDh2NjYx0cHCZOnOjo6Dh79uypU6eOGTNm5syZdDp9w4YN69ev19DQKCwsdHJycnFx2b59+4oVKzw9PSMiInbu3KmhoVFYWOjk5DRp0iSgUH4dAhFBnmxIjE7MzYKm7fDyN9PUhfc4OzsnJycDQGZm5s6dO/fs2XPp0qXbt2/PnTt306ZNeXl5mpqaY8eOjYqKWrdunY+Pz5YtWwwNDQHAx8enpKRETU1t6dKlN27c0NfXHzNmzMKFC/v377906dKbN28CwODBg0+cOKGsrPz333+z2exx48Y5OTmlpqYKhUIPD4+9e/du3759x44dgYGBPB7Px8cnNTVVKBR6eHgkJSUBhfLrEIgI8mRDYnRibhY0bYeXv5mmLrzH2dk5OTkZAJ4+fbpmzZrDhw9HRkbm5ubm5eX5+fmpqKjs2rXLz88vKipq3bp148ePDwsLMzY2BgAfH5+wsDBTU1MA2L17N5PJnDhx4rRp0/z9/UNCQuLj4wHA09MzIiJCXV3977//ZrPZ48aNc3JySk1NLSkp8fPz27Zt2+bNm//666/AwEAej+fj45OamlpSUuLn53fp0iWgUH4dAhFBnmxIjE7MzYKm7fDyN9PUhfeYm5t36NABAPz9/S9fvkwQRF5e3qFDh06ePJmQkKCnp5efnx8SEhIVFbVu3brx48eHhYUZGxsDgI+PT1hYmKmpKQBUVVWNHz/exMSkrq7u8OHD7u7u8fHxALBt27a4uLhZs2YVFhay2exx48bt3bv32rVr1dXVPB7P0dHRxcXlwIEDf/75J4/Hu9aourqax+P17NkTKJRfh0BEkCcbEqMTc7OgaTu8/M00daFpQqGQzWZDI6FQyGazpVIpjUaDLyAUCtlsNnxIIBBwOBx4j1gsptFoJEkCACJKpVI6nQ6NxGIxjUYjSRIolF+KQESQJxsSoxNzs6BpO7z8zTR1gUKhfBaBiCBPUvJf5leVQ9PcrW3V2UpAoVA+i0BEoFAoCodARKBQKAqHQESgUCgKh0BEoFAoCodARKBQKAqHQESgUCgKh0BEoFAoCodARKBQKAqHQESgUCgK5/8AYswoualajFMAAAAASUVORK5CYII=" 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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents two pie charts illustrating portfolio composition. The left chart, titled 'Collateral Diversification(k)', shows the breakdown of collateral types, while the right chart, titled 'Geographic Distribution(k)(m)', displays the breakdown by geographic region, with a note highlighting '45% International'.\n\nA summary note '45% International' is placed below the Geographic Distribution chart.\n\n| Collateral Diversification(k) | Geographic Distribution(k)(m) |\n| --- | --- |\n| Industrial: 26% | Sunbelt: 25% |\n| Multifamily: 25% | Other Europe: 19% |\n| US Office: 18% | UK: 17% |\n| Hospitality: 10% | Northeast: 13% |\n| Non-US Office: 7% | West: 11% |\n| Retail: 5% | Australia: 7% |\n| Other Property: 4% | Northwest: 3% |\n| Self-Storage: 3% | Midwest: 3% |\n| Life Sciences / Studio: 2% | Canada: 2% |" }, "classification": { "predictions": [ { "confidence": 0.9995691180229187, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.00018177404126618057, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 9.548292291583493e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 3.842408113996498e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 2.4654626031406224e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 2.1313533579814248e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.8290356820216402e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 1.4770452253287658e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 9.89732870948501e-06, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 9.136900189332664e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 5.274896011542296e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 4.684472514782101e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 3.28435021401674e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 9.634475190978264e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 9.307681807513291e-07, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 5.534370757231954e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 5.032709964325477e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 4.3978494090879394e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.6760402843374322e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9995691180229187 }, { "class_name": "table", "confidence": 0.00018177404126618057 }, { "class_name": "bar_chart", "confidence": 9.548292291583493e-05 }, { "class_name": "line_chart", "confidence": 3.842408113996498e-05 }, { "class_name": "other", "confidence": 2.4654626031406224e-05 }, { "class_name": "calendar", "confidence": 2.1313533579814248e-05 }, { "class_name": "flow_chart", "confidence": 1.8290356820216402e-05 }, { "class_name": "engineering_drawing", "confidence": 1.4770452253287658e-05 }, { "class_name": "full_page_image", "confidence": 9.89732870948501e-06 }, { "class_name": "geographical_map", "confidence": 9.136900189332664e-06 }, { "class_name": "icon", "confidence": 5.274896011542296e-06 }, { "class_name": "scatter_plot", "confidence": 4.684472514782101e-06 }, { "class_name": "screenshot_from_manual", "confidence": 3.28435021401674e-06 }, { "class_name": "screenshot_from_computer", "confidence": 9.634475190978264e-07 }, { "class_name": "page_thumbnail", "confidence": 9.307681807513291e-07 }, { "class_name": "music", "confidence": 5.534370757231954e-07 }, { "class_name": "chemistry_structure", "confidence": 5.032709964325477e-07 }, { "class_name": "logo", "confidence": 4.3978494090879394e-07 }, { "class_name": "topographical_map", "confidence": 1.6760402843374322e-07 }, { "class_name": "photograph", "confidence": 1.3964552181278123e-07 }, { "class_name": "crossword_puzzle", "confidence": 6.103115879341203e-08 }, { "class_name": "signature", "confidence": 4.899168359884243e-08 }, { "class_name": "stamp", "confidence": 2.7733383589634286e-08 }, { "class_name": "box_plot", "confidence": 2.5458369634634437e-08 }, { "class_name": "qr_code", "confidence": 2.4936028353295114e-08 }, { "class_name": "bar_code", "confidence": 1.9174699161794706e-08 } ] } ] }, { "self_ref": "#/pictures/5", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents two comparative bar charts illustrating financial changes between 12/31/2019 and 6/30/2026. The left chart, titled 'Office Exposure ($ in billions)', shows a reduction in office exposure from $9.9 billion to $4.9 billion, annotated as a '50% reduction'. The right chart, titled 'Target Investments ($ in billions)', displays a growth in target investments from $2.4 billion to $10.2 billion, annotated as a '~4.2x increase'. This second chart uses a stacked bar format to detail investment types: Residential, Industrial, Net Lease JV, and Bank Loan JV.\n\n| Chart | Category | 12/31/2019 | 6/30/2026 |\n| --- | --- | --- | --- |\n| Office Exposure | Total ($B) | 9.9 | 4.9 |\n| Target Investments | Residential (o) ($B) | 1.8 | 4.6 |\n| Target Investments | Industrial ($B) | 0.6 | 4.5 |\n| Target Investments | Net Lease JV ($B) | - | 0.7 |\n| Target Investments | Bank Loan JV ($B) | - | 0.5 |\n| Target Investments | Total ($B) | 2.4 | 10.2 |" }, "classification": { "predictions": [ { "confidence": 0.9019891023635864, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.09233729541301727, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.003863921156153083, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0003185032110195607, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.000281096959952265, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.000220801419345662, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.00017155817477032542, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.00013162719551473856, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00012153248826507479, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.00012065860937582329, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.0001160736646852456, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 6.76263080094941e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 4.652163261198439e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 4.0519000322092324e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 3.826122701866552e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 3.8155849324539304e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 2.2118530978332274e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.6165757187991403e-05, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.0873327482840978e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.0575981832516845e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.0404273780295625e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 8.473737580061425e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 6.528592166432645e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 4.5860233512939885e-06, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 3.875359197991202e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 3.1133090487855952e-06, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01m0ffgkfyzc15rhjpc06wbqd4", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(n)", "kind": "footnote", "label": "INVESTMENT PORTFOLIO EVOLUTION(n)" }, { "marker": "(o)", "kind": "footnote", "label": "Residential(o)" } ], "quber__footnotes": [ { "marker": "", "text": "Totals may not sum due to rounding." } ] }, "label": "picture", "prov": [ { "page_no": 10, "bbox": { "l": 35.97239303588867, "t": 429.72154235839844, "r": 670.351318359375, "b": 83.0693359375, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 634.0, "height": 347.0 }, "uri": 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9019891023635864 }, { "class_name": "line_chart", "confidence": 0.09233729541301727 }, { "class_name": "table", "confidence": 0.003863921156153083 }, { "class_name": "engineering_drawing", "confidence": 0.0003185032110195607 }, { "class_name": "pie_chart", "confidence": 0.000281096959952265 }, { "class_name": "screenshot_from_computer", "confidence": 0.000220801419345662 }, { "class_name": "full_page_image", "confidence": 0.00017155817477032542 }, { "class_name": "calendar", "confidence": 0.00013162719551473856 }, { "class_name": "screenshot_from_manual", "confidence": 0.00012153248826507479 }, { "class_name": "geographical_map", "confidence": 0.00012065860937582329 }, { "class_name": "flow_chart", "confidence": 0.0001160736646852456 }, { "class_name": "other", "confidence": 6.76263080094941e-05 }, { "class_name": "scatter_plot", "confidence": 4.652163261198439e-05 }, { "class_name": "chemistry_structure", "confidence": 4.0519000322092324e-05 }, { "class_name": "page_thumbnail", "confidence": 3.826122701866552e-05 }, { "class_name": "qr_code", "confidence": 3.8155849324539304e-05 }, { "class_name": "box_plot", "confidence": 2.2118530978332274e-05 }, { "class_name": "topographical_map", "confidence": 1.6165757187991403e-05 }, { "class_name": "music", "confidence": 1.0873327482840978e-05 }, { "class_name": "logo", "confidence": 1.0575981832516845e-05 }, { "class_name": "bar_code", "confidence": 1.0404273780295625e-05 }, { "class_name": "photograph", "confidence": 8.473737580061425e-06 }, { "class_name": "icon", "confidence": 6.528592166432645e-06 }, { "class_name": "stamp", "confidence": 4.5860233512939885e-06 }, { "class_name": "signature", "confidence": 3.875359197991202e-06 }, { "class_name": "crossword_puzzle", "confidence": 3.1133090487855952e-06 } ] } ] }, { "self_ref": "#/pictures/6", "parent": { "$ref": 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The structure features a mix of white paneling and dark gray metallic siding. The central section of the building has a large, recessed glass-walled entrance area with a prominent dark-framed canopy extending over the doorway. The right side of the building is composed of vertically stacked, dark gray panels with thin, rectangular glass windows arranged in a staggered pattern. The building is set against a bright blue sky with scattered white clouds. 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" 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" 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"Geographic Diversification(s)" } ], "quber__footnotes": [] }, "label": "picture", "prov": [ { "page_no": 12, "bbox": { "l": 29.1656736, "t": 406.73919959999995, "r": 661.1896727999999, "b": 94.8061638, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 633.0, "height": 313.0 }, "uri": 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" 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"#/pictures/9", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a pie chart illustrating the distribution of annualized base rent across various industry sectors. The chart is divided into seven segments representing different industries: Early Childhood Education (18%), Car Wash (18%), Quick Service Restaurant (15%), Auto Service (14%), Medical / Dental (12%), Other (12%), and Pet Care (11%).\n\n| Industry | Percentage of Annualized Base Rent |\n| --- | --- |\n| Early Childhood Education | 18% |\n| Car Wash | 18% |\n| Quick Service Restaurant | 15% |\n| Auto Service | 14% |\n| Medical / Dental | 12% |\n| Other | 12% |\n| Pet Care | 11% |" }, "classification": { "predictions": [ { "confidence": 0.9841411709785461, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.011089155450463295, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0012721196981146932, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0009027692722156644, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.0007613006164319813, 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9841411709785461 }, { "class_name": "table", "confidence": 0.011089155450463295 }, { "class_name": "bar_chart", "confidence": 0.0012721196981146932 }, { "class_name": "flow_chart", "confidence": 0.0009027692722156644 }, { "class_name": "calendar", "confidence": 0.0007613006164319813 }, { "class_name": "line_chart", "confidence": 0.0007170216413214803 }, { "class_name": "full_page_image", "confidence": 0.00030849393806420267 }, { "class_name": "screenshot_from_manual", "confidence": 0.00021421413111966103 }, { "class_name": "other", "confidence": 0.00015753293700981885 }, { "class_name": "engineering_drawing", "confidence": 0.000132529457914643 }, { "class_name": "geographical_map", "confidence": 7.008364627836272e-05 }, { "class_name": "page_thumbnail", "confidence": 5.460259853862226e-05 }, { "class_name": "chemistry_structure", "confidence": 5.046053775004111e-05 }, { "class_name": "crossword_puzzle", "confidence": 3.3705578971421346e-05 }, { "class_name": "scatter_plot", "confidence": 2.3497746951761656e-05 }, { "class_name": "screenshot_from_computer", "confidence": 2.1454239686136134e-05 }, { "class_name": "music", "confidence": 1.786765642464161e-05 }, { "class_name": "icon", "confidence": 1.146409340435639e-05 }, { "class_name": "logo", "confidence": 6.71024463372305e-06 }, { "class_name": "photograph", "confidence": 4.730959517473821e-06 }, { "class_name": "topographical_map", "confidence": 2.3850159323046682e-06 }, { "class_name": "stamp", "confidence": 1.9045204453504994e-06 }, { "class_name": "signature", "confidence": 1.2921740335514187e-06 }, { "class_name": "qr_code", "confidence": 1.2424144415490446e-06 }, { "class_name": "box_plot", "confidence": 1.1057885558329872e-06 }, { "class_name": "bar_code", "confidence": 1.0667041578926728e-06 } ] } ] }, { "self_ref": "#/pictures/10", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The image is a diagram consisting of a cluster of seven interconnected hexagonal shapes on the left and three text blocks on the right. The central hexagon is labeled 'Equity' and is surrounded by six other hexagons, each containing a specific financial term. The surrounding hexagons are: 'Term Loan B' (top left, dark blue), 'Credit Facilities' (top right, teal), 'Securitized Debt Obligations' (middle right, light teal), 'Asset-Specific Financings' (bottom right, lime green), 'Convertible Notes' (bottom left, tan), and 'Secured Notes' (middle left, light grey). To the right of this cluster are three stacked rectangular text blocks, each containing a large monetary figure and a description: '$12.5B+ Total corporate capital transactions since inception', '$7.0B+ Total securitized debt transactions since inception', and '$9.0B+ Available credit facility capacity across 16 counterparties'." }, "classification": { "predictions": [ { "confidence": 0.9242469668388367, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.02938518486917019, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.0159147996455431, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.012207118794322014, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.006308508105576038, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.0032613840885460377, "created_by": "DocumentPictureClassifier", "class_name": 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"DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.00014433922478929162, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 0.0001166589354397729, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.00010010269761551172, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 8.570399222662672e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 7.935474422993138e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 4.272746809874661e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 4.028727562399581e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 9.109410711971577e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 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" 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"created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 8.74097310088473e-08, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 7.837808624344689e-08, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 5.012410397853273e-08, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 2.0331658134864483e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" } ] }, "quber__read_by": [ { "reader": "set-of-mark", "produced": [ "6218934897e8baa8-p20-t1" ] }, { "reader": "set-of-mark", "produced": [ "6218934897e8baa8-p20-t2" ] }, { "reader": "ade", "produced": [] } ], "quber__figure_job_id": "parse-01m0ffh5p6v51mq1afmnr0k89b", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__footnote_marks": [ { "marker": "(1)", "kind": "footnote", "label": "Distributable Earnings Per Share Prior to Realized Gains and Losses(1)" }, { "marker": "(1)", "kind": "footnote", "label": "Distributable EPS(1)" } ], "quber__footnotes": [ { "marker": "(1)", "text": "See Appendix for definition and reconciliation to GAAP net (loss) income." } ] }, "label": "picture", "prov": [ { "page_no": 20, "bbox": { "l": 32.0208552, "t": 402.64903440000006, "r": 361.4160312, "b": 63.67579019999997, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 330.0, "height": 340.0 }, "uri": 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WvWFBcXA9DW1i4vLw8PD/fy8uJwOHx8fAAePHhgZGQEwNHR8caNG25ubvHx8VZWVrdu3fr666/Pnj1bW1u7bNkyAJ2dnTIyMmVlZTo6OgBKSko+++wzCwuLvLw8Ly+v8PDwHTt2XL58WVFRsb6+Hr+hra1NTk4OQEZGhp2dHQA2mz08PLxz587jx4/r6OhwOJzW1taurq4VK1YAGBwcFBUV7evro1AoAOh0uoqKCqaoqqrW1NTExMS4u7sPDAyIi4sDKCsr09LSGhgYEBcXB1BRUaGurt7X10ehUADQ6XQVFZWcnBxra+tZs2YNDw8DyM/PP3PmzIYNGyQkJHR1dZcuXQqgsbGRzWb39vampaVdu3att7dXUlKyr68PH0hJSXFycgLQ29s7Z84cfIBKpTY1Ne3evfv8+fP4QF9fH4VCAUCn01VUVPCxH3/8MSAg4OnTpzw8PJjk7u4eFxenq6v77NmzkpISPT09AEwmk0wmh4WF+fj4aGlplZWVVVZW6ujocDic1tbWrq6uFStWABgcHBQVFe3r66NQKADodLqKigom7dix4/Lly4qKivX19eD6AIkgCHzM2dn5ypUr8vLyb9++BdDX12dgYPD27duUlBRbW1sAN2/etLW1nTVr1vDwcGFh4YkTJ+7fv8/Hx9fQ0KCkpKSoqFhfXx8WFubj40OlUuvr63l4eADs27cvPj7e2tr65s2bmHLz5k1bW9tZs2YNDw8DsLe3z8zM3Lp169WrVzkczrx587q7u2/evGltbR0XF+fu7i4nJ/fmzZvu7m4tLa3u7u7AwMBjx44BEBISYjKZV65c2bZtGwBpaemenp5vv/02ICBAX1+/pKTk66+/Pnv2bE1NjaqqKoDGxsbFixfHxsZ6eHhoaGiUl5fz8PB8+eWXP/74o6enZ0RExNOnT/X19QGkp6c7OjoSBHH06FEzM7O1a9diSnNz8+LFiwFcunTJxcUFk/bs2dPT02NmZrZv3z4hIaHu7u6HDx+am5sDGBwcFBUV7enpkZaWBlBZWammpoYpysrKr169ioqK2r9///v37yUlJQGUlpbq6Oi8f/9eUlISQFlZmZaWVk9Pj7S0NICqqqrly5ffvHnT1tZWSEiIwWCw2WxBQUFJSUl7e3tRUdHZs2cvW7bMysqqqKjoxIkT9+/f5+Pja2hoUFJSUlRUrK+vxweSk5NdXFwAtLe3y8rK4gOhoaG+vr5iYmKlpaVLliwZGRnZunVrUlISm82WlpYGUFlZqaamho/dv3/fxMTk8OHDYWFhmLR3796EhITExMQ9e/Y8ffpUX18fAIPBEBISCgkJOXr0qIaGxosXL+Lj4/ft2yckJNTd3f3w4UNzc3MAg4ODoqKiPT090tLSACorK9XU1DDp6dOn+vr6ANLT0x0dHQmCOHr0qJmZ2dq1a/HvRiIIAlPYbPb+/ftTUlKGhoYAGBgYUKnUpqYmbW1tT0/PRYsWAaioqNi9e3dZWRmALVu2eHh4bN++XVZWdtOmTZWVlXfu3Pnhhx9WrVrV1NS0cuXKrq6uxYsXb926VVVV1dPTs6OjY9asWTt27IiKigJQUVGxe/fusrIyAFu2bElJSTE3N+fn56+srDxw4EBJSUlubm5ISMj+/fsBvHv37rPPPnvz5o2UlJSNjU1paWlVVdXChQtPnz5tb29/+PDh7777TlBQUEdH5+LFixcuXAgPDwewcuVKfX39M2fOiIuLHzt2zMjIyMLC4rPPPhsfH7e0tDx+/DiNRktPT5eTk0tMTPT29h4aGqJQKBcuXLC2tk5PT/f09Ozq6lJSUhIREdm1a9e+ffswJTc3NzAwsKSkBIC0tLSxsTGJRGpsbCwpKXF2dj5+/Lienl53d7e4uLi7u3tKSkpzc/OqVavi4uICAgKysrIAGBgYnDp1au3atQD8/f2Dg4PZbPbSpUuzsrLOnj2blJQEYM2aNRcvXvTx8cnKygKwcuXK8+fP+/v7Z2VlATA1Nb1w4cLWrVsfP34MYPfu3efPnw8MDAwKCmIymZhib2//zTffbN++XVZWdtOmTZWVlXfu3Pnhhx9WrVqFKeHh4bGxsc3NzQA0NDRCQ0PXrVuHKWw2++TJk2FhYQRB0Gg0YWHh7777Tl1d3cXFJSsrC4CBgcGpU6fWrl2LDzx58sTDw4Ofn3/27NmmpqZ1dXXZ2dk+Pj5HjhxpampycXEpLi4G4Ozs7OXltWnTppqaGl5e3hMnTmzZskVPT6+7u1tcXNzd3T0lJaW5uXnVqlVxcXEBAQFZWVkADAwMTp06tXbtWkxKT0/39PTs6upSUlISERHZtWvXvn378K9HIggCfwJ7EoDXr18LCgoqKCjw8vJi0tjY2Nu3b6WkpCQkJPD71NTUqKioTExMvHnzZmRkZOnSpUJCQpjCYrHq6+slJSXnzp07NjZGJpPxgY6OjtHRUXl5eT4+PgCNjY1jY2M0Go1EIr19+5bJZCoqKjIYjP7+/gULFrx7966lpUVCQmLhwoX4bRwO5/Xr1xMTE4qKimQyGf8LBoPx+vVreXl5SUlJBoPx5s2befPmzZkzB9Pp6tWr3377ra6u7unTp9lsdmlp6VdffcXLyzsyMkIQBIDXr18LCgoqKCjw8vLifzQyMtLQ0CAiIkKlUkkkEn63rq6upqam2bNnU6lUQUFB/A4MBuP169fy8vKSkpIMBuPNmzfz5s2bM2cOfhuHw3n9+vXExISioiKZTAYXQCIIAlyfCjMzs4KCguDgYF9fXwAdHR3z5s1bvXr1w4cPwfXvQyIIAlyfipcvXx46dKisrMzS0lJMTKy6ulpLS+vw4cOSkpLg+vchEQQBrk8Oi8UikUh8fHzg+hcjEQQBLi6uTxGJIAhwcXF9ikgEQeBPi4mJaW1t9fPzExERwT/cL7/8kpycPDg4ODQ05ObmpqGhASAmJqa1tdXPz09ERAR/1NWrV1+/fj08PDwyMhIfH8/Hx4f/C8PDw4GBgXJych4eHvhLcTicsLCwoaGh4eHh+fPn+/j44O+tsrIyPj7+wIEDysrKmPLixYvExMRvvvlmyZIl+IcjEQSBKWw228nJqbOzEwA/P7+UlFRvby+FQlm9evW2bdtmzZqF/x86nb58+XIA0dHRHh4emFm1tbXe3t5DQ0MAREVFBQQEhoeH586du379ekdHRx4eHvyP2Gx2Xl6etbU1gOzsbCsrKzqdvnz5cgDR0dEeHh74o3p6ek6cOBEbGwuAyWSSyWR8jE6nh4WFvXjxgkajjY6O8vPzL1q0aN26devXr8dvi4mJ2b9/P4Dq6mpVVVX8pRoaGpydnZ88eaKrq/vs2TNMqa2t9fb2HhoawiQqlRoTEyMsLIy/Tn19vaamZnV19aJFizBpeHhYREQEQEVFhaGhYW1traysLP7JSARB4GMWFhZ5eXlLly6tra1tbGzU0dF59+6dmZnZf/7zH/z/jI2Nbdq0qbW1NS0tTUFBAX9CXFzc2bNndXV1U1JS8LsxGIzFixd3d3e7uromJCTcvXv3yy+/5HA4Bw8ePHfuHP6QWbNmMRiM7OxsKyursbGxTZs2tba2pqWlKSgo4E94+vSpvr4+ACaTSSaT8YGMjIwtW7bMnTu3tLR07ty5AM6ePevl5XXhwoVdu3bht71582bz5s3z589PS0sjk8n4q4WEhBw9elRXV/fZs2f4AIPBWLx4cXd3t4ODw/Xr1/FXc3BwaG9vf/LkCYAXL17k5uaePHlybGyMh4cHwLJly4yMjOLj4/FPRiIIAh9zc3NLTExcunRpbW0tgK+++io1NRXAwMDA7NmzMZ2CgoL8/PwMDQ2Liorwv6DRaHV1da6urgkJCQDU1NSqq6sXLVrU1NSEP0RERGRkZCQ7O9vKygr/d0pKSvT09AAwmUwymYwpbW1tSkpKo6OjkZGRBw4cwBQTExN7e/u9e/finyMsLMzHx0dXV/fZs2f4GI1Gq6urc3V1TUhIwF9NRkbGxMQkNTUVwNu3b48dO3bt2jUOh4NJ69evb2pqqq2txT8ZiSAIfMzNzS0xMXHp0qW1tbUANm/enJaWJiwsnJOTc+rUqXfv3vHy8p4+fdrd3Z3D4dy+ffvUqVP19fVDQ0O+vr4uLi4A7t696+fnJy8vPzAwMDIyEhISYmho2NbW5urq2traOjQ0FBUVFRoa+urVq9jY2I0bN2KSl5fXzZs3m5qaxMTEtLW116xZc/z48YGBgePHjxcVFX322WePHj2ytLT09/cXERHBx2g0Wl1dnaura0JCAoAFCxa0trauX78+Pz8fk3788UdfX98VK1Y8ePBAX18/MjJSSkrq/fv33377bU1NjZKSUmZm5pdffnn+/HkhISEAIiIiIyMj2dnZlpaWW7Zsqa+vHxoa8vX1dXFxWb16NS8v7/z580dGRpqbmwEEBARYW1vX1dUdOHBAUFCwpaVFREQkOjpaQ0MDQEdHx/79+wsLC01MTPr6+oqKigAwmUwymYwpJ06cCAgIANDQ0KCgoIApd+/e7evr27x5M4Dc3Nzg4GA1NbWff/6ZyWSGhYVZWFg0NDR4eHh0dnYODQ3l5ubOnj3b1dW1tbV1aGgoctLjx4/nz5+flJRkaGgIIDU1NSQkRFlZmcVidXR0HD582MbGBlM4HE5ERMT169d1dXWzs7MXL16clJSkqKgYGxt79erVoaEhAwMDZWXl8PDwgYEBW1vby5cv8/LyAigpKfn666+bmprWrl1bVVVVU1Ojq6v77NkzfIxGo9XV1bm6uiYkJOBjAwMDx48fLyoq+uyzzx49emRpaenv7y8iIjIxMXHs2LHc3FxNTc2urq63b9/+9NNPEhISqampISEhysrKLBaro6Pj8OHDNjY2ExMT586d+/777zU0NO7cuePq6vrtt9/y8fGVlZV98803ZDJ5/vz57e3tNBotKipKVFTUwcHh0qVLmHTw4MGYmBg2m41JNjY25eXlLS0t+CcjEQSBj7m5uSUmJi5durS2trasrMzIyGhkZOTixYs7d+6Miory9PTk4+M7O6m5ufncuXN79+6lUqnt7e0RERGenp6pqalfffWVpqZmeXk5m82m0Whv3rwpLCw0NjauqqpSV1cHsHv37p6enuzs7A0bNuTk5GCKn59fUFCQgYHB48ePAYyNjWlpadXU1Ny+fdvCwiI5OdnFxcXQ0PDBgwckEgkfoNFodXV1O3bsOHnyZExMTGho6MqVK9PS0uTl5QHcvn17w4YNjo6O6enpQUFBfn5+69atu3Pnzv79+2NiYuzt7W/cuPH555/fu3cvMDDw2LFjAEREREZGRrKzs62srMbGxqhUant7e0REhKenp4qKSnl5OZlMXrduXUFBgZqa2s8//9zd3a2srCwiItLa2vr06dNVq1ZJSUk1NDQICwvr6OhUVFRER0d7eHikpqZ+9dVXAJhMJplMxhRzc/P8/HwAo6OjgoKC+JXe3l4pKSkANTU1/f39BgYGwsLC7969I5PJdDp9+fLlACoqKtTV1auqqtTV1QFs27bN29s7KCgoLS1t+fLlVVVVNTU1qqqqOjo6paWlAPbt26evr+/k5IQpWVlZdnZ2FAqlp6cnODj42LFjJiYm9+7dA2BjY5OdnS0tLZ2QkCAhIWFmZsZisbKysmxsbN6+fauiojIyMlJVVbV8+fLdu3dfvHhRV1f32bNn+BiNRqurq3N1dU1ISMAHxsbGtLS0ampqbt++bWFhkZyc7OLiYmho+ODBg4SEhH379nl7e58+fZrBYKxZsyY7O3tgYEBVVVVHR6e0tBTAvn379PX1nZycvLy8zp49Gx8f7+bmZmpqWlhYGBoaevjwYVlZ2a6urpGREWFh4Rs3bty5cycpKWn58uUKCgrZ2dmYdPDgwZiYGDabjUlr1qzh4eEpKirCPxmJIAh8zM3NLTExUVRU1NjYeHx8XFFRcfv27VpaWgAyMzPt7e3FxMT6+/vPnz//n//8Jzo6et68eRoaGpWVlREREZ6enkuWLKmvrz948PU44z8AACAASURBVOC5c+cAbN269YcfftDR0SktLe3r66NQKAAqKioGBgbOnTt38OBBQ0NDTPHz8wsKCjIwMHj8+DGAa9eubdmyBcDAwMDs2bMbGxsVFBQA5Ofnr1+/Hh+g0Wh1dXVLly5tbW0dGRlRUVF58eIFPz8/Jq1YsaKiomLXrl3Ozs55eXkhISEkEonBYLx69SoxMdHBwWHFihWWlpY//fTTrl27Lly4AEBERGRkZCQ7O9vKygqAhoZGZWVlRESEp6dnUVGRkZFRbGysh4cHPz9/WVmZmpra119/HRERoampGRUV1dHR4eDgAODu3bvDw8O2trYA+vr6JCUlS0pK9PT0ADCZTDKZjCkmJib3798HwGQyyWQygFOnTk1MTGCKt7d3RETE4OBgQEDA7du3HR0dAbS1tc2bN29gYEBcXBxARUWFurp6X18fhUIBUFFRoa6unpmZaW9vLyQkxGAw7t279/nnnwPYsGGDk5PT6tWrGQwGlUrFlL6+vpMnTy5btszFxeXIkSORkZGKior19fUAPDw8YmNjrayssrOzAaiqqtbU1Jw+fdrb2/vAgQPR0dGqqqrV1dUAwsLCfHx8dHV1nz17ho/RaLS6ujpXV9eEhAR84Nq1a1u2bAEwMDAwe/bsxsZGBQUFAPn5+Y8fPw4ODiaTyS4uLhs3bpw36dmzZ59//jmADRs2ODk5rV69msFgiIuLS0lJTUxMxMXFLV++PDg4+Mcff1y5cuX9+/dnzZo1MTGhoaGxe/due3v7tra2FStWJCQkBAQEdHR0kEikgoKCw4cPV1RUBAcHe3l5EQQhKSmZnJzs4OCAfzISQRD4mJubW2Ji4tKlS2tra/GxzMxMe3t7MTGx/v5+fEBDQ6OysjIiIsLT05OHh4cgiG+//fbkyZMAPD09o6KiJCQk3r1719fXR6FQAFRUVKirq+NX/Pz8goKCDAwMHj9+DODkyZP+/v4AJiYmSCRSf3+/hIQEgKioqP379+MDNBqtrq7O1dV13bp1tra2APbt2xcbG4tJZDJ5fHzczs7OxsYGU+zs7Hh4eC5fvpyenr5w4cKampqff/7Z1dU1ISEBgIiIyMjISHZ2tpWVFQANDY3KysqIiAhPT08Ar1+/1tDQGB0dDQ0NPXLkCIB169bdvXtXWVn56NGjmLJq1arU1NSjR4/y8/OPj48DKCkp0dPTA8BkMslkMqbs3Lnz0qVLAJqbmxcuXAigqanJ2dn54cOHkpKSjx8/XrZsWXV1dXx8fEVFhYGBQXh4OIDOzk4ZGZmBgQFxcXEAFRUV6urqfX19FAoFQEVFhbq6ek5OjrW1NZlMZjKZ4+PjxsbGT548wSQZGZm8vDwtLS18ID8/Pzk5eXBwUEJCIi0tbenSpbW1tQA8PDxiY2OtrKyys7MBaGhoVFZWhoaGHjlyxMzMrKCg4PPPP7979y6AsLAwHx8fXV3dZ8+e4WM0Gq2urs7V1TUhIQFT+vv7o6Ki/P39AUxMTJBIpP7+fgkJCQBRUVHm5ub6+vpdXV2YpK2tXVBQICwsbGxs/OTJE0ySkZHJy8tjsVgrV64E4OfnR6PRMGn27NmWlpbe3t7h4eGYJCAgkJCQ4OLiMjEx4ezsvGTJkqNHj/Lw8GAKh8M5fPjw+Ph4dHQ0/uFIBEHgY25ubomJiUuXLq2trcXHMjMz7e3txcTE+vv78QENDY3KysqIiAhPT8958+Z1dHR4e3ufPn0awK5du5KSkpYvX15VVdXX10ehUABUVFSoq6vjV/z8/IKCgvT19Z88eQLgwoULe/bsAcBgMISEhNra2uTk5ABkZWXZ2NjgAzQara6uztXVNSEhwcvL6+zZswAuX77s7OwMgEqlNjU17d69+/z58/jApk2b0tPT3dzc4uPjbWxssrOz9+/fHxUVBUBERGRkZCQ7O9vKygqAhoZGZWVlRESEp6cnm83W19f/+eefV65c+fjx44mJifz8/Ozs7MuXLysqKtbX1+MDV69e3b59O4CRkRFhYeGSkhI9PT0ATCaTTCZjyp07d9avXw8gOTl5+/btmOTn5xcUFKSiokKn06urq7W0tDgcTmtra09Pj7q6OoB3795JSEgMDAyIi4sDqKioUFdX7+vro1AoACoqKtTV1XNycqytrclkMpPJLCoq0tLSunfvXlZW1o0bN8bGxjZs2JCTk4MpiYmJbm5uqqqqFRUVsbGxnp6ey5cvr6qqAuDh4REbG2tlZZWdnQ1AQ0OjsrIyNDT0yJEjLi4uycnJOjo6paWlAMLCwnx8fHR1dZ89e4aP0Wi0uro6V1fXhIQETGIymV988cVXX321Z88eAAwGQ0hIqK2tTU5ODkBWVhaZTDYwMEhLS8vMzCwoKABw7tw5DQ0NLS2te/fuZWVl3bhxY2xsbMOGDTExMfLy8gBSU1M3b96MKY2NjSwW6/379+np6ampqd3d3bNnzx4YGMCkn376SVJSkkajYUpVVRWLxdLS0sI/H4kgCHxs586dly5dWrx4cWNjIz5248YNR0dHERGRoaEhfEBNTa26ujo8PNzLy+vcuXPffPONsbFxYWEhAC0trefPn6ekpGzZsqWnp0daWhpAeXm5pqYmfiUsLMzHx0deXr6pqYmHh6e/v19NTe2XX3559OjRqlWrcnNzLS0tlZWVX7x4ISAggA8oKCg0Nja6uLhcunRpfHz8s88+q6ysJJPJ9+/f19fXDw0N9fX1FRMTKykpWbp0KYPB2Lp1a2JiooqKSnd3t5+f34kTJ1avXv3TTz/t378/KioKgLCw8OjoaGZmpq2tLQA1NbXq6urw8HAvL69Tp04dP35cWFi4srJSUVExLy+voKBg48aN+vr6ANLT0x0dHQmC8Pf3NzAw0NbWVlBQGBgYiIuL27t3b25urqWlJYCBgYHZs2fjA/b29pmZmZqamiUlJXx8fACOHTsWHBysrKxcU1OTkJCwd+9eISGhrq6up0+frlu3DsC7d+8kJCTev38vKSkJoKysTEtLq6enR1paGsDz589XrFhx8+ZNW1tbfn7+8fFxPz8/NpsdGhoKIDk52cXFxdnZ+fLly5iycePG69evr169uri4+OjRo6GhocuXL6+qqgKwb9+++Ph4S0vLW7duAVBTU6uurg4KCjp69GhhYaGpqSkPD09FRcXy5cu9vLzOnj2roaHx4sULfIxKpTY1NW3ZsiUlJQWT/Pz8/vOf/xQUFKipqf3yyy+PHj1atWpVbm6upaWlsrLyixcvTExMjh079sUXXwDYvn371atXr1y58vr1azabHRoaCiA5OdnFxcXZ2fny5cvr1q27e/fuZ599VlBQMHv27MbGxqNHj+7evdvf3//Bgwf8/PzNzc2LFy9etGhRU1MT/gVIBEFgCpvN3rt3b1pa2vDwMID169dHR0crKChgUkVFxe7du8vKygBs3Ljx9OnT8vLyAPz9/YODg9ls9vz58y9fvmxqahoyae/evUwm84cffggODnZzcxscHHRxccnKygKgr68fGBi4du1afKypqWnlypVdXV2LFi3atm3biRMn6HS6m5vbwMDAnj17oqKilJSU4uLiFi1ahCl1dXXHjh3LzMwEICgouGPHjtjY2KqqKi0tLTabPWvWrD179pw+ffrkyZOnT5+emJig0WhCQkKhoaFr16718fEJCwsDoKent2rVqvDw8NmzZx89erSxsfH8+fMAVFRUrl27lpGRERwczGaz58+fHxIS4uLiwuFwqFSqoaEhk8m8e/euk5NTREREenq6p6dnV1eXkpKSiIiIs7PzgQMHANy6dWv79u39/f2qqqra2trJycmCgoJGRkZRUVFKSkqYwmKxTpw4ER0dTaPR7Ozs3r59m5mZqaent2/fPjMzs+bmZj09va6uLnFxcXd399TU1KamJn19/bi4uJMnT2ZlZQHQ0dG5dOmSv79/VlYWgLVr1166dGnbtm2PHj0C4OTkpKysnJqaqqysbGZmdu3ateHh4Zs3b8rKymLKrVu3HBwcxsfHFy1a5Orqevz4cRaL5ejoaG9v7+np2dHRISIicunSpZGRETc3t7GxMXl5+cuXLxsbGx8/fjwoKIiPj09XV3fWrFl37twRERFxcHA4f/48Hx8fgLq6Ol9f35s3bwIQEBBYv379rFmz2tvbi4qKTE1NCwoK6HS6m5vbwMDAnj17oqKilJSU4uLiFi1a9OWXX3Z0dBgbGy9btiw0NHTVqlUXL1787rvvUlNTlZWVzczMrl27Njw8fPPmTVlZ2e7ubnd394yMDFFRUQUFBVlZ2fj4+Pb29u3bt8+dO3fz5s10Ov327dvff/+9oaEh/gVIBEFgGrDZ7MbGRhaLtXTpUj4+PvxuY2Njb9++lZKSkpCQwJR37961tLTIysrKyMjgj2IwGPX19SIiIlQqlUQiYVJTUxOTyaTRaCQS6e3bt0wmU0FBgY+PD38Ih8N5/fo1h8NRUlIik8mYMjo6WldXJy8vLy4uzmazBQQE8BvYbHZNTc3AwICUlNSSJUt4eXkxhcFg1NfXL1iwQFJScnR0tKGhQVZWlkKh4HdjMBiCgoKDg4ONjY0UCkVeXh6/0tvb29bWtnTpUkFBwb6+vo6OjsWLF8+aNQv/TV9f3y+//LJs2TKeSby8vPjfvXv3rqWlRVZWVkZGBpOGhoZERUXb29s7OzsXLlw4Z84cAAwGQ1BQcHBwsLGxkUKhyMvL4wO9vb2//PKLjIzMvHnzALAnAaivryeTyVQqlY+PD/8OJIIgwMXF9SkiEQQBLi6uTxGJIAhwcXF9ikgEQYCLi+tTRCIIAlxcXJ8iEkEQ4OLi+hSRCIIAFxfXp4hEEAS4uLg+RSSCIMDFxfUpIhEEAS4urk8RiSAIcP1RQ0NDY2NjFAoFXFx/PySCIMD1h7DZbH9/fzqd7uPjs3LlyuHh4QsXLggICOzevVtAQABTvv/++/b2dgCff/65pqYmgBcvXigrK5PJZHBxTScSQRDg+kNOnTrV3Ny8efNmQUHBVatWWVtb29vbV1VVjYyMxMbGYoqenp63t7eIiMiyZcvk5eXT09P37NnT0tIiJiYGLq7pRCIIAlx/iJubm4GBwdatWwF0d3dbWVk9ffqUxWKpqqrW1dVhip6enpeX15w5c4yNjTs6OpKSklJTU58+fSomJgYurulEIggCXH9IQ0PDxo0btbW1g4KCWlpagoKCMjMzASxatKi5uRlTvvnmGyUlpdTUVEdHx/379wPQ0NAoLi4WExMDF9d0IhEEAa4/iiCIq1evXrlyJTIy8siRI/n5+QCUlJTq6+vxsaKiosjIyJs3bwLQ0NAoLi4WExMDF9d0IhEEAa4/hMPh8PLyjo+PKygo1NbWKisrNzQ0vHr16sSJE5mZmU1NTYsXLwbAYrH4+fmvX79eWFiYmJgIQENDo7i4WExMDFxc04lEEAS4/pCIiIi0tLSxsTEnJycvL6+goKDbt2+zWKzk5OQlS5ZISkq+fv16/vz5mzZtGhwcbG9vv3bt2rJlywBoaGgUFxeLiYmBi2s6kQiCANcfVVhY2NLS4uLigklMJpNMJpNIJAAsFoufnx+ThoaGREVFwcU1s0gEQYDrj2Kz2RwOh0wmg4vr74dEEAS4uD7W2NhIpVLB9Q9HIggCXFwfyMvLOzpp48aNAFJSUlpaWpydnWVlZfErT548MTAwaGxs/OGHH5SUlDZv3gyuvw0SQRDg4pry6NGjQ4cOhYSEDAwM2NjYnD17tq2tTUtLKywsrLKyEh8LCgqqr6+/cOGCurr6mTNn7t69q6SktG/fPnD9PZAIggAX15T09PT//Oc/ly5dwiQ1NbVnz54JCwsbGhr+8MMPCxYswJRbt24FBwfTaLTjx4+7uLgUFxfX1tYePHjwzp074Pp7IBEEAa7f4JgSyWCNYwZpy1EDTO3w12EymVu2bBkeHj5z5szy5csXLVrU3NwMwNraOiAgQENDA5Nqamq8vb39/PzOnz+fmJi4bNmyCxcuPHjw4MmTJw8ePADX3wOJIAjMiMbGRiqVin8Ux5RIBmscM0hbjhpgaoe/WklJybZt237++WcVFZVffvkFgJmZ2fnz5xctWgRgeHhYQ0PD0dGRyWQ+fvz4xo0bg4ODV69era6u1tTUDA4OBtffA4kgCEy/6urq7du3b926dd++fWQy+dGjRw8ePDA3N9fS0sKvPH78eNWqVUwm8+LFi/39/Tt27Jg3bx7+Co4pkQzWOGaQthw1wNQOf52JiQnSJBMTk4iIiD179ly8eFFJSUlbW/v58+cMBoPFYs2aNaukpARAXV1dVlbWtWvXJCQkWlpaTExMfvrpJykpKfxdtbW1SUlJCQgI4N+BRBAEptnw8LCKikpcXFxPT8+2bdvKysqOHz/+zTff7N+/v7CwUE5ODh8oKiratWtXQ0PDiRMn3r9/r6ysfP369Xv37uGv4JgSyWCNYwZpy1EDTO3w1yktLXVxcZGUlJw7d256enphYaGXl5ewsLC7u/vWrVtPnjzZ1taWmJiISeXl5dHR0cnJyaOjo+vWrQsMDFyzZg3+rnp6epydnWk02sGDBxcsWPDmzZu0tDQVFRVra2v8SnV19cKFCwUEBC5evNjf379jx4558+bhn4ZEEASmWWdnp6GhYU1NDR8fHwB3d/cNGzasW7fO399fUVFx69atmNLU1LRz58729vba2trvvvuuq6vLwcHB39//zp07+Cs4pkQyWOOYQdpy1ABTO/ylxsbG3NzcLl++jEmcSQICAgAIgpiYmODl5cWvsNlsPj4+/I0ZGxvb2dnNmzdvxYoVUlJShoaGwcHBZ86c2b17t729PT7Q1dWlpaX15MmT5OTk9+/fKysrX79+/d69e/inIREEgekXGBh448aNEydOWFtbW1pahoSEqKqqRkZGEgRx8OBBTBoeHraysrp06ZK5uTmdTm9vb9fU1GQwGPn5+atWrcJfwTElksEaxwzSlqMGmNrhrzY8PCwiIoJPC41GKygoWLBgAYCMjIyysrLQ0NCioqKrV69eunQJU8bHxy0tLVtaWu7cuXP9+vWuri4HBwd/f/87d+7gn4ZEEARmRGtr6+bNmwMDAyMjI319fXV0dEJCQmRlZZ2dnTHJ0dGRh4dn5cqVISEhmZmZZ86ccXZ2VlBQsLW1ffXqFQ8PD2acY0okgzWOGaQtRw0wtQPXNMjLy/Py8nJxcTl06FBkZKSAgICHh0dlZeXx48dzcnIwZdeuXTY2NvHx8bGxsfz8/JqamgwGIz8/f9WqVfinIREEgenH4XB4eXkDAwPFxMTa29vl5OTc3d1tbGxOnjyprKzc1tYmLy//7NmzsbExAM7Ozvfv37exsfnxxx/nzp2roKBAp9OFhYUx4xxTIhmsccwgbTlqgKkduKbHyMjI4cOHZWRkJCQkmEymt7f306dPExISrly5gknx8fFJSUlbt25NTEzcv39/QUGBs7OzgoKCra3tq1eveHh48I9CIggC02xsbExLS2vu3LkDAwO3bt1is9k2Njbi4uKKiooJCQnFxcV79uypq6vDFFVVVTqdfvHixXPnzomKihoYGJw5cwZ/BceUSAZrHDNIW44aYGoHrmnA4XB4eXkfP3589uxZNze38+fPZ2RkREVF8fDw7N27t62tTV5evra2tqurC4CPj8/x48d9fX1//PHHuXPnKigo0Ol0YWFh/KOQCILA9CMIYtu2bd9//z2mjI6OCgkJYRKLxeLn58evsFgsNpstJCSEv4hjSiSDNY4ZpC1HDTC1A9c02LRpU/ekmJiY1atXW1tbj46OEgSRnZ39/PnzPXv21NXVYYqFhUVsbGxBQcG5c+dERUUNDAzOnDmDfxoSQRCYEcPDwyIiIvhHcUyJZLDGMYO05agBpnaYTtcqfsp+WYaZlb7lAP4G/Pz8du7cuXjxYkwaHR0VEhLCJBaLxc/Pj19hsVhsNltISAj/QCSCIMD1GxxTIhmsccwgbTlqgKkdplNyeXFGdSlmVq6zN/4GRkdHyWQyDw8P/h1IBEGA6zc4pkQyWOOYQdpy1ABTO0yn5PLijOpSzKxcZ29wzTgSQRDg+g2OKZEM1jhmkLYcNcDUDtMpubw4o7oUMyvX2RtcM45EEAS4foNjSiSDNY4ZpC1HDTC1w3RKLi/OqC7FzMp19sa/2NDQ0NjYGIVCwcwiEQSBP62o8WX4wzzMLH8TW50FCphOjimRDNY4ZpC2HDXA1A7TKbm8OKO6FDMr19kb06n5fY9HTjJm1qE15kZUZfw3bDbb39+fTqf7+PisXLlyeHj4woULAgICu3fvFhAQwMf6+/tbW1tbWlqqq6sxSVdX18jICH8IiSAI/GlFjS/DH+ZhZvmb2OosUMB0ckyJZLDGMYO05agBpnaYTsnlxRnVpZhZuc7emE7N73s8cpIxsw6tMTeiKuO/OXXqVHNz8+bNmwUFBVetWmVtbW1vb19VVTUyMhIbG4sPcDicL7/8csuWLYqKig0NDQCCg4MvXbpkYGCAP4REEAT+tKLGl+EP8zCz/E1sdRYoYDo5pkQyWOOYQdpy1ABTO0yn5PLijOpSzKxcZ29Mp+b3PR45yZhZh9aYG1GV8d+4ubkZGBhs3boVQHd3t5WV1dOnT1kslqqqal1dHT7g5eX16NEjd3f37du3A6DT6V9//XVBQQH+KBJBEPjTihpfhj/Mw8zyN7HVWaCA6eSYEslgjWMGactRA0ztMJ2Sy4szqksxs3KdvTGdmt/3eOQkY2YdWmNuRFXGf9PQ0LBx40Ztbe2goKCWlpagoKDMzEwAixYtam5uxpSrV6/W1NRIS0tTKJTt27cD+Oqrr3bu3GlsbIw/ikQQBP6bxme5fb+8xG9jslgDTAZmlrjQLDIfH6ZT99AgAQIzSICXT0J4FqbT8BhzZHwMM0tGVAzTic2Z6GMMYWaJCQoL8vPjN6yw9uTjJ2MSQRBXr169cuVKZGTkkSNH8vPzASgpKdXX12PSixcvzM3NDx06VFRUJCIi8v3337e3t1tZWT1//hx/AokgCPw3/e1vmIN9+G11ve1366sxsyxpmoskpDCdEksLxzlszKBFElKWNE1Mp59aXpe3NWFm7V+5DtOplzF0rfInzCwzpeVLKfPwG6SVNHl4+QBwOBxeXt7x8XEFBYXa2lplZeWGhoZXr16dOHEiMzOzqalp8eLFnZ2ddXV1ANLS0sTExEJCQnx9fRcvXuzq6oo/gUQQBP60osaX4Q/zMLP8TWx1FihgOjmmRDJY45hB2nLUAFM7TKfk8uKM6lLMrFxnb0yn5vc9HjnJmFmH1pgbUZXx30RERKSlpY2NjTk5OXl5eQUFBd2+fZvFYiUnJy9ZskRSUvL169fz58/HpDNnzlAoFCcnJyqVWllZKS4ujj+BRBAE/rSixpfhD/Mws/xNbHUWKGA6OaZEMljjmEHactQAUztMp+Ty4ozqUsysXGdvTKfm9z0eOcmYWYfWmBtRlfE7FBYWtrS0uLi4YBKTySSTySQSCQCLxeLn58f0IBEEgT+tqPFl+MM8zCx/E1udBQqYTo4pkQzWOGaQthw1wNQO0ym5vDijuhQzK9fZG9Op+X2PR04yZtahNeZGVGX8Dmw2m8PhkMlkzCwSQRD404oaX4Y/zMPM8jex1VmggOnkmBLJYI1jBmnLUQNM7TCdksuLM6pLMbNynb0xnZrf93jkJGNmHVpjbkRVxt8YiSAI/GlFjS/DH+ZhZvmb2OosUMB0ckyJZLDGMYO05agBpnaYTsnlxRnVpZhZuc7emE7N73s8cpIxsw6tMTeiKuNvjEQQBP60osaX4Q/zMLP8TWx1FihgOjmmRDJY45hB2nLUAFM7TKfk8uKM6lLMrFxnb0yn5vc9HjnJmFmH1pgbUZXxu0VFRTk4OPDy8lZXV5uYmOAD3d3d1dXVJiYmmNTa2pqTk+Pu7o7foaCggJeX19jYGL9CIggCf1pR48vwh3mYWf4mtjoLFDCdHFMiGaxxzCBtOWqAqR2mU3J5cUZ1KWZWrrM3plPz+x6PnGTMrENrzI2oyvjd7O3tg4KCZs+eXVZWZmlpiQ90dHSUlZVZWlpiUk1NzalTp9LS0vA7xMbG8vHxubq64ldIBEHgTytqfBn+MA8zy9/EVmeBAqaTY0okgzWOGaQtRw0wtcN0Si4vzqguxczKdfbGdGp+3+ORk4yZdWiNuRFVGf/N8PCwt7f327dvGxoabt++HRwcvHLlSl5eXiUlJSMjo/z8/NHR0Vu3bq1cudLNzS0/Pz8mJoaPj09YWDgtLS0jI+PKlStiYmJBQUG8vLxXr16tra0dHByMj4+XlZU9c+bMvXv3BgYGtm/f7urqil8hEQSBP62o8WX4wzzMLH8TW50FCphOjimRDNY4ZpC2HDXA1A7TKbm8OKO6FDMr19kb06n5fY9HTjJm1qE15kZUZfw3rq6uurq6O3bsMDIySkxM7OzsvHHjxs6dO4OCgjIyMtatW3f58uX6+vobN278P/bgBcip8uAf//eQBXbDZVXQQUn42xNBDEWoJlIrhGjSAQ24kEC4tFsipcPiZoRKgraIiT9vKwQ1CAiy6EGMt42lKYmyFksSL0AgvEgwtV7SQCkoQQOFnN2c7O7zn8kMM+87La/+iM/zO8Pk83G73TabbefOnQcPHtywYcPysrfeeiuVSj300EPPPPNMY2NjPB7fvHnzN998M2LEiB07drz44ouPPPLINddcs3DhQvwbjhCCikUzaV88ArY8JqterQFN9oBfLElgSKfivWYbaBKSsWAqAbbCDjdoyuZzzpAAtlwGi5HX4rtcd911n332Wa9evWbMmPH4449/9dVXbW1ta9euNRqNq1atevrpp1977bVYLNbW1qbX648cOfLwww9/8sknjz766IQJE15++eXRo0cD6O7ufvDBB5cvXx4MBnfu3PnHP/7x3Llz8+fPNxgM69atq6mpBywzlgAAIABJREFUWbhwIf4NRwhBxaKZtC8eAVsek1Wv1oAme8AvliQwpFPxXrMNNAnJWDCVAFthhxs0ZfM5Z0gAWy6Dxchr8V1uvvnmt95669prr50xY8bjjz/+1VdftbW1rV27NhAILF++/LXXXrv11ltjsVhbW9vkyZODwaAgCJ988smjjz46e/bs7du3b968GWV/+9vfli9fHgwG33vvvW3btvXt2/fGG2+cN2/eunXrampqFi5ciH/DEUJQsWgm7YtHwJbHZNWrNaDJHvCLJQkM6VS812wDTUIyFkwlwFbY4QZN2XzOGRLAlstgMfJafJc///nP999//5gxY95///133333q6++amtrW7t2rSRJDQ0N77zzDoBYLNbW1ub3+6dPn14qlfr06VNXV/fqq682NjaeOXMGgMfjGThw4PLly4PB4Hvvvbdt27YHHnigoaHhuuuuO3LkyPz58xcuXIh/wxFCULFoJu2LR8CWx2TVqzWgyR7wiyUJDOlUvNdsA01CMhZMJcBW2OEGTdl8zhkSwJbLYDHyWnwPPT09XV1dffr0wf8kSVKfPn3wP3V2dtbW1uI8URTr6uo4jsN/0tnZWVtbiwvgCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCGoWDST9sUjYMtjsurVGtBkD/jFkgSGdCrea7aBJiEZC6YSYCvscIOmbD7nDAlgy2WwGHktZIwjhKBi0UzaF4+ALY/JqldrQJM94BdLEhjSqXiv2QaahGQsmEqArbDDDZqy+ZwzJIAtl8Fi5LWQMY4QgopFM2lfPAK2PCarXq0BTfaAXyxJYEin4r1mG2gSkrFgKgG2wg43aMrmc86QALZcBouR10LGOEIIKhbNpH3xCNjymKx6tQY02QN+sSSBIZ2K95ptoElIxoKpBNgKO9ygKZvPOUMC2HIZLEZeCxnjCCH4NwcPHjx16hS+t49PHGk7tBdsNf5k/PVXXQOaHn3vD8WuLjA04sqrf3XTBNDU/tmh9//+Kdh6bJIdNH119vTaj94FWzNvHDfm6v8P39tll12m0+nAEEcIwb8RBOGvf/0rvreunu5iVxfY6lvTu6ZXL9BUkIpgS9GrV21Nb9AkdXeVurvBVr8+fUFTDyEdJQls9a2pqemlwPf2ox/9qKmpCQxxhBBUVVVdijhCCKqqqi5FHCEEVVVVlyKOEIKqqqpLEUcIQVVV1aWII4SgqqrqUsQRQlCZVCq1adMmnuedTmdNTQ3KXnvttenTp/fp08fv93/++ed2u91oNPb09Kxbty6TySxcuHDkyJEo27t374ABA7RarSAIiURCr9ffc889AA4dOvTiiy9ef/31TU1NX375ZWtra3d396JFi3ie37Fjx86dOwGMHDlywYIF+KF1dXVFo1Gz2Xz27Nn169cfPXrUbrdPnDgR57322mvTp0//7LPPNm3aNGTIkMWLF/fv3x9AV1dXNBo1m804b+/evQMGDFCr1evXrz969Kjdbp84cSKA7du3v/vuu1OmTJk0adKuXbu2bds2ZMiQ++67r3///uvWrfv73/8OwGKx3H777fjh9PT0+P3+zz//3G63G41GnPfiiy/Onz//22+/XblyZalUam5u5nkeQFdXVzQaNZvNOO+1116bPn16qVRav3790aNH7Xb7xIkTAWzfvv3dd9+dMmXKpEmTdu3atW3btiFDhtx33339+/cHcPTo0fb29t/85jegRhTFjRs3Njc39+nTB2V79+4dMGDAyJEj/X7/559/brfbjUYjgO3bt7/77rtTpkyZNGkSyk6dOrV79+6pU6cKgpBIJPR6/T333APg0KFDL7744vXXX9/U1PTll1+2trZ2d3cvWrSI53kAoihu3Lixubm5T58+kCuOEIIKSJL04x//WBCEeDwuiuL/+T//B0B3d7fVag2FQgDefvvtq6++evr06R999NHmzZs7Oztvv/32hQsXfvbZZwqFAsDcuXOff/75np6elpaWxsbG35aNL9u0adOzzz47ceJEjuPUanWpVHrsscf27dv30EMP9evX74477qivrx85ciR+UEeOHHE4HBqNprW1dc+ePXv37jUYDNOmTTt48ODll18OoLu722q1hkKhw4cPd3V1tbW1nT59et26dUeOHHE4HBqNprW1FefNnTv3+eef/+tf/7p3716DwTBt2rSDBw+mUqmWlpZHHnlk/vz5b7zxxssvvzxz5sxgMNjV1bVq1arx48evWLHisssuU6vV11xzDX5Qb7/99tVXXz3eiQ1hAAAgAElEQVR9+vSPPvrommuuAXD48OFXXnmlpaXl9OnTyWRSFMUHH3zwk08+OXLkiMPh0Gg0ra2tKOvu7rZaraFQaM+ePXv37jUYDNOmTTt48GAqlWppaXnkkUfmz5//xhtvvPzyyzNnzgwGg11dXatWrTp+/LjZbN6yZYterwcd3d3dd955p9VqbWpqwnlz5859/vnn6+vr33777auvvnr69OkfffTRF1980dLS8sgjj8yfP/+NN97QarUA1q5dO3z48FtuuaWlpaWxsfG3ZePLNm3a9Oyzz06cOJHjOLVaXSqVHnvssX379nV3d995551Wq7WpqQkyxhFCUIFMJtPY2Pjhhx8eO3ZsxowZe/bsAbBjx44vv/yyubkZZT09PTqdbvv27T//+c/379+vVCrvvPNOn883atSo06dPNzc3BwIBnOdwOBoaGiRJOnDgwFNPPZVIJFauXBkMBgEcOXJk6tSphw4deuihh0ql0ogRI2bMmFFfX48f1ObNm8+ePXv48OHW1lacx/P8vn37Bg0aBGDHjh1ffvllc3Mzyv7whz+0t7dv3Lhx8+bNZ8+ePXz4cGtrK8pOnz7d3NwcCARwHs/z+/btW758+bRp0yZPnrxy5cp+/fo1NzcD2LJlSzKZXLNmzfjx4x0Ox2WXXWa1Wnv16oUfWk9Pj06n2759+9ChQwE88MADjY2NP/7xj1F26tSpCRMm/PWvf928efPZs2cPHz7c2tqKsh07dnz55ZfNzc04j+f5ffv2LV++fNq0aZMnT165cmW/fv2am5sBbNmyJZlMrlmz5le/+tXtt9/e2NhYU1MDOl566aX3339//fr1tbW1KDt9+nRzc3MgEEBZT0+PTqfbvn37o48+Om3atMmTJ69cubJfv37Nzc0A7r777m3btikUCpQ5HI6GhgZJkg4cOPDUU08lEomVK1cGg0EAR44cmTp16qFDh1566aX3339//fr1tbW1kDGOEIIKSJI0cuTI1atX79+//5133jlw4ACAefPm+Xy+K6+8EmUTJkzQaDSCIKhUqmPHjgGYM2eO0+m87bbbNm3adNVVVzU0NKDs+PHjd9xxx8cff7x27VqFQrFkyZLPPvvs3nvv3blzJ4AlS5Zcf/31ixYtevnll8+dO5fJZPbt2xeLxfBDa29vb2tra21tRVkoFAoEAm+++SbK5s2b5/P5rrzySgCRSGTevHnxeFyr1QJob29va2trbW1F2aZNm6666qqGhgaUhUKhQCDw5ptvTpky5bHHHhs7duwLL7yQy+WWL1/e09Mzbtw4QRBGjRq1YsWKESNGvP766zqd7pFHHsEPbcKECRqNRhAEAD09PXfffXc4HEbZ8ePHf/KTn6xcuXLevHkA2tvb29raWltbUTZv3jyfz3fllVeiLBQKBQKBN998c8qUKY899tjYsWNfeOGFXC63fPnynp6ecePGCYJw/fXXK5XK22677eTJk16vd+bMmaDg9ttvP3XqlFKpHD9+/OrVqwFs2rTpqquuamhoQNmECRM0Go0gCFOmTHnsscfGjh37wgsv5HK55cuXf/755+vWrXv22WdRdvz48TvuuOPjjz9eu3atQqFYsmTJZ599du+99+7cuRPAkiVLrr/++kWLFt1+++2nTp1SKpXjx49fvXo15IojhKAyn3/++datWw8dOjRs2LA1a9acO3du/vz5b775Js7r7u62WCzLli37xS9+ceLECQBTp05taWkZNWpUQ0NDW1tbnz59UDZ9+vTGxkar1frcc8+dO3fud7/73YEDB5544olgMHjgwIGFCxfu2bNHoVDgvMsvv/zbb7/lOA4/qPb29ra2ttbWVgBnz54dN27cjh07hg0bBuDcuXPz589/8803cd5HH330wAMPvP/++wDa29vb2tpaW1tR1tDQ0NbW1qdPHwBnz54dN27cjh07hg0bZrVa3W73rbfe+vTTT/ft27e5uXnNmjWff/75c889h/MOHDiwdOnSXbt24YfW3d1tsViWLVt2xx137Nq1K5lMulwunPftt9/ecsstyWSyvr6+vb29ra2ttbUVwLlz5+bPn//mm2+i7OzZs+PGjduxY8ewYcOsVqvb7b711luffvrpvn37Njc3r1mz5vPPP3/uuee+/vrrm2666dixY9lsdurUqYcPHwYFI0eO/NOf/nTdddfxPL9///7Bgwc3NDS0tbX16dMHZd3d3RaLZdmyZWvXrnW73bfeeuvTTz/dt2/f5ubmhx9++O6779bpdCibPn16Y2Oj1Wp97rnnzp0797vf/e7AgQNPPPFEMBg8cODAwoUL9+zZo1AoRo4c+ac//em6667jeX7//v2DBw+GLHGEEFTs2LFjEydOjMViKpVq69atvXv3nj17NspKpVLv3r0XLVo0bty4F154Ye3ataNHj77pppv279//1VdfPfnkkxs2bEBZMBjcunVrKBQC8Oc//3nNmjXbt29fv369KIpLliwZN27cxo0bdTodAEmS+vTpc/r06dGjR//jH//AD629vb2tra21tRVAc3Pz8OHDlyxZgrKtW7f27t179uzZAEqlUu/evU+ePKnX648cOQKgvb29ra2ttbUVwJEjR5588skNGzagrLm5efjw4UuWLAHw+9//fvDgwffff//MmTMfeOCBwYMHT5o0af/+/QMGDAAgSVKfPn3C4fArr7zy+uuv4wdVKpV69+69aNGicePGORyOBQsWPPLII0OHDgXQ1dVVU1MDQKvVvv3229dee217e3tbW1trayuArVu39u7de/bs2Shrbm4ePnz4kiVLAPz+978fPHjw/fffP3PmzAceeGDw4MGTJk3av3//gAEDenp6tFptOp0+fvz4XXfddejQIVAwZcoUn883cuTI6667LpFInD179sknn9ywYQPKSqVS7969Fy1aNG7cuM8++2zw4MH333//zJkzH3jgAZ1Od9ddd7399tsoCwaDW7duDYVCAP785z+vWbNm+/bt69evF0VxyZIl48aN27hxo06nAzBlyhSfzzdy5MjrrrsukUhcccUVkCWOEILKdHZ23n777Q8//PCdd94JwGq1vvLKK0qlEsA333xz5513XnbZZR0dHZFIJJFILF68uF+/fk1NTfPnz3/iiScMBsP48eMBnDlzZsSIEf3797/88stHjBixdevW6dOnnzlzhuO4UCi0YcMGr9c7atQoAKtXr/6v//qvt9566/Tp0y6Xa968efihtbe3t7W1tba27t69+2c/+9mYMWNqamrmzp17//33W63WV155RalUAnj88cej0ejXX3+9dOnSefPmAWhvb29ra2ttbQXwxBNPGAyG8ePHA9i9e/fPfvazMWPG1NTUzJ07d+bMmdOmTRswYIBGo9m8efPkyZMPHDgwbNgwANFodMGCBd9+++2JEydefvnln/zkJ/jhfPPNN3feeedll13W0dERiUT69OkzZ86cbdu2oey999576KGHAIwdO/b5558H0N7e3tbW1traCsBqtb7yyitKpRLA7t27f/azn40ZM6ampmbu3LkzZ86cNm3agAEDNBrN5s2bJ0+efODAgWHDhgGIRqOvvPLKq6+++q9//evhhx+2Wq2gYO/evffdd19tbe0tt9yyatWqJ554wmAwjB8/HsA333xz5513XnbZZR0dHZFI5MyZM9OmTRswYIBGo9m8efNHH330l7/85aGHHgJw5syZESNG9O/f//LLLx8xYsTWrVunT59+5swZjuNCodCGDRu8Xu+oUaMArF69ura29r777qutrb3llltWrVoFueIIIahYqVTq3bs3/hNCSKFQ6N+/P8p6enpKpVLfvn3xPXR0dNTV1eE/EUWxb9++CoUC/0+Joti3b1+FQoH/ex0dHXV1dfhPzp49O2DAAFBACCkUCv3798d/UiqVuru7a2tr8X+vo6Ojrq4O/0mxWCSE1NbWgpqenp5CoTBgwAD8G0JIoVDo378/zuvo6Kirq8P30NHRUVdXh/+kp6enUCgMGDAAMsYRQlBVVXUp4gghqKqquhRxhBBUVVVdijhCCKqqqi5FHCEEVVVVlyKOEIKqqqpLEUcIQVVV1aWII4SgqqrqUsQRQlBVVXUp4gghqKqquhRxhBBUVVVdijhCCKqqqi5FHCEEVVVVlyKOEIKqqqpLEUcIwQ8kFot98MEHSqWysbFx8ODBAL788ssTJ06MHz8e523ZsmXevHkoe/HFF0+ePDl48ODJkyerVCqc95e//CWVSqHslltuKRQK+/btGzhw4K233nrTTTf19PS8+uqrn3766c033zx9+nRUVVVdAEcIwQ/hwQcf3LJlS2Nj45EjR2677bb77rsPwOLFiz/++ONoNIqykydPDh06dOfOnRMnTgQwcuTIG264QaFQvP3228lk8oYbbkBZU1PTnj17xo8fD2Dy5MnhcHj//v0/+clPXnvttXXr1uXz+XXr1t1zzz2nTp16+umnUVVVdQEcIQQV++KLL0aNGvXJJ59cd911OK9YLKpUql69en3wwQfDhw8HsGrVqmeeeeb2228PBAIARo4cuXr1aovFotfrm5qafv3rX6Osqampf//+Pp8PZU1NTf379/f5fG63+8SJE5dffvk//vGPP/zhD7169UJVVdWFcYQQVKytrc3r9X7yySeFQuHZZ5/t27evy+V69dVXW1tbR48e3bdv35UrVwIYMWJES0tLY2PjP/7xjyuuuGLkyJGTJ08ePHjwE088sWfPnhtvvBFlTU1NW7Zs6dev39SpU1966aWmpqZsNjtlypSVK1c++OCDk8sGDhy4bt26cePGoaqq6gI4Qggq9s477/zmN785duxYoVD47W9/++abb54+fdpoNN58883Dhw9/+OGH//nPf3700UdTpkyJxWL33HPPr3/96/vuu2/kyJFDhgwZPXq03W6fMGECzmtqaqqpqXn88cd79+6tVCqbmpri8fhtt91mMBh+8Ytf9OrVq1QqtbS0rFy5MpvNDho0CFVVVf8JRwhBxU6fPs3z/IoVKxYvXhyPx6dNm7Zv375Ro0bdddddAD744IONGzf+4Q9/OHTokEajOXXq1OnTpw8fPjxy5MjVq1dbLBb8T01NTUqlctWqVQB69eq1aNGi/v37+3w+lJ04caKurq6mpmbQoEF79+4dO3Ysqqqq/hOOEIIfwq5du+65556TJ09yHPfLX/6yvr7+8OHDb7/9NoAVK1Z8+OGHH3300fvvv6/X68+dO3fVVVf95S9/cTgcq1evtlgs+J+ampo2btyIspaWlr///e/9+/f3+XwoW7du3ZIlSxQKxS9+8YvW1laO41BVVfWfcIQQ/HBOnz49cODAXr16gaZCocBxnFKpRFVV1YVxhBBUVVVdijhCCKqqqi5FHCEEVVVVlyKOEIKqqqpLEUcIQdV/09XVJUkS5KG2trZXr164WF1dXZIkQR769OlTU1ODi9XV1SVJEuShdxlkjyOEoGIdZZCBujJUoLOzUxRFyEN9fb1CocDFKhaLhUIB8qBUKmtra3GxisVioVCAPNSVQfY4Qggq1lEGGagrQwU6OztFUYQ81NfXKxQKXKxisVgoFCAPSqWytrYWF6tYLBYKBchDXRlkjyOEoGIdZZCBujJUoLOzUxRFyEN9fb1CocDFKhaLhUIB8qBUKmtra3GxisVioVCAPNSVQfY4Qggq1lEGGagrQwU6OztFUYQ81NfXKxQKXKxisVgoFCAPSqWytrYWF6tYLBYKBchDXRlkjyOEoGIdZZCBujJUoLOzUxRFyEN9fb1CocDFKhaLhUIB8qBUKmtra3GxisVioVCAPNSVQfY4Qggq1lEGGagrQwU6OztFUYQ81NfXKxQKXKxisVgoFCAPSqWytrYWF6tYLBYKBchDXRlkjyOEoGIdZZCBujJUoLOzUxRFyEN9fb1CocDFKhaLhUIB8qBUKmtra3GxisVioVCAPNSVQfY4Qggq1lEGGagrQwU6OztFUYQ81NfXKxQKXKxisVgoFCAPSqWytrYWF6tYLBYKBchDXRlkjyOEoGIdZfh+Tpw4MWjQoD59+oCCujJUoLOzUxRFfD/ZbPbaa68FNfX19QqFAherWCwWCgVc2NmzZyVJGjRoEOhTKpW1tbW4WMVisVAo4MLOnj0rSdKgQYNAX10ZZI8jhKBiHWX4Hk6dOuV0OocPH97U1DR06NDdu3d/8MEHP//5z8eOHYvzzp49u2XLlu7u7rlz51555ZUvvfTSv/71L5Q1NDRce+21uLC6MlSgs7NTFEV8D+l0urm52W63z58/v2/fvm1tbceOHZszZ86QIUNw3qFDh959990hQ4bMmjWrd+/eKDtz5szx48dvuOEGfJf6+nqFQoGLVSwWC4UCLqCrq6ulpeXTTz9dvHixXq8HcPbsWUmSBg0a1NbWduzYsTlz5gwZMgT/TVtb27Fjx+bMmTNkyBCUnTlz5vjx4zfccEM2m7322mtxYUqlsra2FherWCwWCgVcQFdXV0tLy6effrp48WK9Xg/g7NmzkiQNGjSora3t2LFjc+bMGTJkCP7N3r17x40bd+LEiVdffbW+vv6Xv/xlbW1tNpu99tprcWF1ZZA9jhCCinWU4XuYNm3alClTrr766tGjR586derJJ5+89957H3zwwW3btl1zzTUoO3nyZCKROHPmzKuvvhqJRLZv314oFIrFYktLSyKRGDBgAC6srgwV6OzsFEUR3+XcuXO33XbbqlWrvvnmm1mzZm3YsOHEiRNjxoxZs2ZNPB7HecuWLbvrrrtef/31G264YfHixQC6u7tnzZo1Y8aM2bNn47vU19crFApcrGKxWCgUcAE+n+/o0aM2m61v374//elPASxdurSlpWXTpk0nTpwYM2bMmjVr4vE4zlu/fv2JEyfGjBmzZs2aeDwOoLu7e9asWTNmzJg9e/ajjz66cOHCq666ChegVCpra2txsYrFYqFQwAX4fL6jR4/abLa+ffv+9Kc/BbB06dKWlpZNmzadOHFizJgxa9asicfj+J+efvrpL7/8ct26dXffffcvf/nL3bt3q9Xq+++//9FHH124cOFVV12FC6grg+xxhBBUrKMM38NPf/rTt956a+jQoQCWLVs2efLkO+64o6Wl5Uc/+tGsWbPw3+RyOavV+v7776Ns8+bNp0+fXrp0Kf5XdWWoQGdnpyiK+C5ff/313Xff/eGHH9bU1ACYMGFCe3u7UqmcOnXqhg0bhg4div/mlVde+eKLL7xeL4AVK1bs3r17wYIFs2fPxnepr69XKBS4WMVisVAo4AKWLl16yy23zJo1C2X79+9/6623nnzyyQkTJrS3tyuVyqlTp27YsGHo0KEomzBhQnt7u1KpnDp16oYNG4YOHbpixYrdu3cvWLBg9uzZH3zwwXvvvefxeHABSqWytrYWF6tYLBYKBVzA0qVLb7nlllmzZqFs//79b7311pNPPjlhwoT29nalUjl16tQNGzYMHToU573zzjvPPPPM8OHD161bN2vWrHvuueezzz4jhCxevPiDDz547733PB4PLqCuDLLHEUJQsY4yfA/vvvvuww8/PGfOHKfT2djYuGLFihtuuGHjxo2EkKamJpz3z3/+02w2P/vss5MmTQLQ1dU1ceLEd955Z+DAgfhf1ZWhAp2dnaIo4ntYvXp1KBR64IEHLBbL2LFjDx48CKCxsXHZsmWjR4/GeYSQn//85+vXrx8xYsTrr7/+t7/9bfDgwYMGDZo9eza+S319vUKhwMUqFouFQgEXkMlkFixYMHbs2OXLlw8aNOjRRx9Vq9UOh2Ps2LEHDx4E0NjYuGzZstGjR6Ns7NixBw8eBNDY2Lhs2bJPPvnkb3/72+DBgwcNGjR79uyTJ082NDTs3r0bF6BUKmtra3GxisVioVDABWQymQULFowdO3b58uWDBg169NFH1Wq1w+EYO3bswYMHATQ2Ni5btmz06NEo+/TTTz0ez9KlS7ds2bJu3bqdO3cuWLCgX79+H3744WWXXXby5MmGhobdu3fjAurKIHscIQQV6yjD91MoFB555JErr7wylUotWbLkpptueuaZZ4YMGTJnzhz8NydOnGhoaIjH47W1tW+99VYikXjqqafwXerKUIHOzk5RFPH9HD9+/De/+c3vf//7pqamVCoFwGazPfPMM8OGDcN5ra2tX3zxRUtLy6FDh+bMmdPc3Pzhhx/269fv+eefVygU+F/V19crFApcrGKxWCgUcGGEkDfeeOP111//4x//eO+9995xxx0zZswYPXp0KpUCYLPZnnnmmWHDhqFs9OjRqVQKgM1mW7hw4W9/+9vm5uYPP/ywX79+zz//fGdn56hRo7LZLC5AqVTW1tbiYhWLxUKhgAsjhLzxxhuvv/76H//4x3vvvfeOO+6YMWPG6NGjU6kUAJvN9swzzwwbNgzAuXPnjEZjQ0NDsVjcs2fPpk2bZsyYEQ6H33vvvffff3/jxo2FQmHUqFHZbBYXUFcG2eMIIahYRxm+h+7uboVCsWfPnvXr1w8fPvzqq69esGBBY2Pj7373u+uvv/7EiRMqlaqrq6umpgbAzTff/O677w4aNGjSpEnPPffciBEj8F3qylCBzs5OURTxPXR3dysUitWrVw8cODAYDPr9fp7nTSbTrl27Ojo6SqXSFVdccfToUbvdvnPnzv79+3/99ddffPEFgG3btg0cOHDFihUcx+F/VV9fr1AocLGKxWKhUMAFdHd3KxQKSZJuvvnmVCr14IMP3njjjXPnzp00aZLf7+d53mQy7dq1q6Ojo1QqXXHFFZMmTfL7/TzPm0ymN9544+9//zuAbdu2DRw4cMWKFadPnzYajR9//DEuQKlU1tbW4mIVi8VCoYAL6O7uVigUkiTdfPPNqVTqwQcfvPHGG+fOnTtp0iS/38/zvMlk2rVrV0dHR6lUUiqVyWQSwBdffBEOh59++mmbzZZIJI4ePTp//vydO3fm83mj0fjxxx/jAurKIHscIQQV6yjD97BgwYJTp07lcrmnnnrqRz/60a9+9auBAwfyPL969eoPP/z/24MboKrKhA/g/+M9cM85wiHBJVckKdPWSmXzI22oTGtqr+siKF38QCtYIbFYZHUNQytQUYzI/CDFytKWOyqatSksm2LtmoqOlpK4rBpJbOuWj8E999yv53lnnhlnavYl2XvGmbPM+f3+umDBgiNHjjQ0NKxatYpSOmrUqJKSkubm5tzc3Pr6enSDzMEAXdc1TcP1eL3eCRMmxMbGdnR0bNu27ezZs0VFRbIsZ2ZmOp3OsrKy9vb28vLy1NTUpqamuLg4AHV1dTabDcD69etjYmLS09NxPVFRUTabDaHyer1utxtdqKysrKmp8fl8aWlpubm5u3btOn/+/MKFCw8ePFhUVCTLcmZmptPpLCsra29vLy8vP3jwYFFRkSzLmZmZTqcT3Pr162NiYtLT08+cOVNRUbF582Z0QVEUSZIQKq/X63a70YXKysqamhqfz5eWlpabm7tr167z588vXLjw4MGDRUVFsixnZmY6nc6ysrL29vby8nJwJ0+e3Lx58/r163Nzc8+fP//9998vWrQoOTn5zJkzFRUVmzdvRhdkDqYnMMZgmIdD9yxfvnzWrFkDBw4E5/F4ZFkG5/f7w8LCAPh8PsaY3W7Hf0nmYICu65qmoRsYY/Pmzdu4cSO4IBceHg6AMUYptdlsMCYqKspmsyFUXq/X7Xajaw0NDW1tbTNmzACgaVpBQcHGjRsBBLnw8HAAjDFKqc1mAxDkwsPD8R82bdo0bNiwcePGoQuKokiShFB5vV63242uNTQ0tLW1zZgxA4CmaQUFBRs3bgQQ5MLDwwEwxiilNpsN/8HtdtvtdlEUAWzatGnYsGHjxo1DF2QOpicwxmCYh0P3eDweu93eq1cv3AAyBwN0Xdc0Dd3T2dkZERGBGyYqKspmsyFUXq/X7Xaja4FAIBgM2u12cEeOHBkwYEBcXBz+ezU1NampqeiaoiiSJCFUXq/X7Xaja4FAIBgM2u12cEeOHBkwYEBcXBz+ezU1NampqeiazMH0BMYYDPNwMAGZgwG6rmuaBnOIioqy2WwIldfrdbvdMAdFUSRJQqi8Xq/b7YY5yBxMT2CMwTAPBxOQORig67qmaTCHqKgom82GUHm9XrfbDXNQFEWSJITK6/W63W6Yg8zB9ATGGAzzcDABmYMBuq5rmgZziIqKstlsCJXX63W73TAHRVEkSUKovF6v2+2GOcgcTE9gjMEwDwcTkDkYoOu6pmkwh6ioKJvNhlB5vV632w1zUBRFkiSEyuv1ut1umIPMwfQExhgM83AwAZmDAbqua5oGc4iKirLZbAiV1+t1u90wB0VRJElCqLxer9vthjnIHExPYIzBMA8HE5A5GKDruqZpMIeoqCibzYZQeb1et9sNc1AURZIkhMrr9brdbpiDzMH0BMYYDKMcTKAXBwP8fr/P54M5yLLcq1cvhCoYDPp8PphDWFiYKIoIVTAY9Pl8MIewsDBRFGF6AmMMFoulJxIYY7BYLD2RwBiDxWLpiQTGGCwWS08kMMZgsVh6IoExBovF0hMJjDFYLJaeSGCMwWKx9EQCYwwWi6UnEhhjsFgsPZHAGIPFYumJBMYYDKuvrz927FhkZOQDDzwwfPhwAA0NDZGRkffccw9+gDEmCAJ+rKGhITIysm/fvhs2bCgtLUXXGGOCIODHDhw48I9//CMrKwvXLFiwYPHixbGxsfj/nDt3bt++feD69+8/fPjw3bt3S5I0dOjQhx9+2GazHTx4sL6+Pj4+fs6cOZIkbdmyJTMz88svv9y+fftzzz339ttvz5kzBxbL/wKBMQbDcnJyGhsb77nnnl27dhUXF8+bN6+qqio6Ojo1NRXXNDU1ZWZmHj58GD9WVVUVHR0dExOTmZnZ0tKCLrz99ttHjx5dt24dfuzFF1/86quvqqqqcI0kSchQ7TcAABJoSURBVM3NzQMHDsT/x+VyzZ8/3+l0Ahg0aFD//v2fffZZp9O5d+/ehx566JlnnnnggQf+8Ic/fPHFF1u2bDlz5szevXtfeuml2bNna5q2c+fOrKysl156qX///rBYTE9gjMGwnJyciIiINWvWNDQ0PPbYY0ePHn3uuedmzpw5ceLEZ555pr29ffHixTt27HC5XBMmTKisrHz33Xe//PLL06dPZ2Rk7NmzZ+bMmf379//Nb34zatSovn37lpSUDB48eNasWcXFxbfeeutTTz21YMGCqVOnapr24IMPbtu2LSsr64svvhg3btyqVatKSkq2b99+8803//KXv1y+fHlkZKQkSc3NzfHx8eXl5R988MHgwYNXrFjxs5/9DJzL5SorK2tsbATncrnKysoaGxs//PDDuXPnrl27Ni8v7/Tp01FRUQBWrVoVHx8/Y8aMb7/9Njs7e+fOnStWrBg4cODMmTNhsZiewBiDYTk5OREREWvWrNF1XZblU6dOLVu2LDExsW/fvhs3bty7d294ePinn36an5+/f//+wYMHz549u729vaKiIj4+/re//W1iYuL48eMff/zxurq6PXv2/PGPfzx79my/fv1qa2tHjBiRkJBQXV29ffv2tra2lStX3nHHHcePH/d4PE899dTLL7984sSJv/3tb2VlZc8///zPf/7z119/XZKk5ubm/fv3V1VVvfnmm1VVVZcuXdq5cyc4l8s1c+bMm266KTo6+ty5cy6Xa9GiRUuXLt26devNN9+8ffv25OTkU6dOrVq1KiMjo7y8PC4uzul0fvvtt9nZ2Tt37iwtLR00aFBaWhosFtMTGGMwLCcnJyIiYs2aNS0tLYMHD/7+++/z8/Pj4+OffvrplJSUjo6OyspKxticOXNaWloApKen33vvvfn5+QCysrLi4+PHjx+fmZnZ0tJCCOnTp8933303dOjQ2traESNGJCQkuFyu+vr6CxcuVFVV/fOf//zVr35ls9laW1uXLFlCCPnqq6+qqqr27NmzdOnSzz77TJKk5ubmgoKCQ4cOxcbGapomSVJTUxM4l8u1cuXKhoYGQRBUVXW5XPPmzZs8efLdd9+dnZ0dGRkJYO/evdOnT9+zZ09cXNyOHTuWLVvm8Xg++OCDtLS0p59+uqSkJCYmBhaL6QmMMRiWk5Njt9sLCwvnzp3r8/n27duXlZUVHx+/ZMkSAMuXL//Tn/60du3alJSUr7/+GsD06dPHjRuXl5cHICsrKz4+fvz48U888cSFCxf+/Oc/T58+/fLlywkJCVVVVWPGjLn11lv37dt34MCBkydPVldXb9iwYc+ePXV1dRMmTHjsscc8Hs/FixfffPPNwsLC5ubmXbt2SZJ0+vTpioqKzs7Ot956q7OzMyIiAte4XK7Vq1cfPXoUgCAIO3bsKCsra2xsBBcIBC5cuHD77bfff//906ZN+93vfrdz585p06aBY4y99957U6ZMgcXyv0BgjMGwnJyc119/vV+/fhMnTiwvL4+Njc3KyoqPj3/wwQczMjKCweD8+fOfffbZ4cOHE0Leeuutd999d9y4cXl5eQCysrLi4+PHjx+flpZmt9s9Hk9VVdWUKVMKCwsrKioGDBjQ1tb20Ucf9erVa/z48ZIkvffeeykpKTfddFN0dPSQIUNuv/32TZs2CYLQu3fvvXv33nHHHQkJCYWFhQ6HY/Lkyf/+978DgcDHH398++23g3O5XOnp6eAeffTRJ598sqysrLGxEdzx48eTkpIEQbj77rs//PDDvn37wmL5nyUwxnAjeTweALIsA6CUXr16tU+fPvgPfr8/EAgEg8HevXsLggCus7Ozd+/egiCA83q9Pp8vMjIyEAj4/X5ZlnVdDwaDdrvd4/FERkaC83g8kiQJggCgo6Ojd+/evXr1Qrf5/X63233TTTfBYvkfJzDGYLFYeiKBMQaLxdITCYwxWCyWnkhgjMFisfREAmMMFoulJxIYY7BYLD2RwBiDYT6fz+v1wgTsdnt4eDgsFgsgMMZgmIeDCcgcDPB6vR6PB+YQGRlps9kQKsbY1atXYQ6yLNvtdoSKMXb16lWYg8TB9ATGGAzzcDABmYMBuq5rmgZzUFVVFEWEilJKCIE5KIoiSRJCRSklhMAcZA6mJzDGYJiHgwnIHAzQdV3TNJiDqqqiKCJUlFJCCMxBURRJkhAqSikhBOYgczA9gTEGwzwcTEDmYICu65qmwRxUVRVFEaGilBJCYA6KokiShFBRSgkhMAeZg+kJjDEY5uFgAjIHA3Rd1zQN5qCqqiiKCBWllBACc1AURZIkhIpSSgiBOcgcTE9gjMEwDwcTkDkYoOu6pmkwB1VVRVFEqCilhBCYg6IokiQhVJRSQgjMQeZgegJjDIZ5OJiAzMEAXdc1TUPXOjo6fD5fTEwMbjxVVUVRRKgopYQQdENHR4fP54uJicENoyiKJEkIFaWUEILuuXjxYkJCAm4YmYPpCYwxGObh0D0XL15MSEjAjSFzMEDXdU3T0IVAIFBaWnr27Nm8vLzRo0cD6Ojo8Pl8bW1tdXV1/fr1czqdYWFh+IEdO3ZcunRp+vTpvXv3fuONN3BNbm7upUuXEhIS0DVVVUVRRKgopYQQXE8gECgtLT179mxeXt7o0aM7OzvfeeedsLCw2bNnh4eH45ra2toTJ06MGTNm4sSJ4L777rsrV64MGjQI3aAoiiRJCBWllBCCbqirqyspKcnPz09JSens7HznnXfCwsJmz54dHh6Oaz755JNDhw6NHDny0UcfBffdd99duXJl0KBB6AaZg+kJjDEY5uHQDXV1dSUlJfn5+SkpKQB27Nhx6dKl6dOn9+vXD9d89tlndXV1/fr1czqdYWFh4K5evfr1118PHToUP0nmYICu65qmoQtr1qxpbW2dOnWq3W4fO3YsgIKCgtLS0iVLljgcjurq6qFDh+bl5eGaDRs2tLe3jxgxYu3atfv27Xv//fcBNDc3nzp1qqampri4ODs7OzY2Fl1QVVUURYSKUkoIwfWsWbOmtbV16tSpdrt97NixGRkZkydPbmpq0jRt9erV4K5cuVJSUpKcnFxUVPTyyy+PGjXq1KlT2dnZS5cudTgc6AZFUSRJQqgopYQQXM/hw4eXLl1aVFTU0dExadKkjIyMyZMnNzU1aZq2evVqXLN///7o6Ohly5YtXrz4wQcfPHXqVHZ29tKlSx0OB7pB5mB6AmMMhnk4XM/hw4eXLl1aVFTU0dExadKkDRs2tLe3jxgxYu3atYcOHcI1ixYtcjgc1dXVQ4cOzcvLAxAMBp1O57Rp09LT0/GTZA4G6LquaRq6UFBQMGbMGKfTCa6xsXHXrl0rV64Et23btpaWlhdeeAHX3H///bW1tYqiTJ48ubKyMi4uDsCTTz6ZnZ09duzYTz755C9/+cuyZcvQBVVVRVFEqCilhBBcT0FBwZgxY5xOJ4DLly/PmjWrtrbW7/cnJSUdOXIEP5aTkzNt2rSHH364uLi4tbU1JSXF4XCgGxRFkSQJoaKUEkJwPbt37/7oo49ee+01AJcvX541a1Ztba3f709KSjpy5Ah+7Pe///1DDz00adKk4uLi1tbWlJQUh8OBbpA5mJ7AGINhHg7Xs3v37o8++ui1114Dd//999fW1iqKMnny5MrKyri4OPzAtm3bWlpaXnjhBQBFRUWHDx/OyspKT0/HT5I5GKDruqZp6ML58+ezsrISExOXLFkSExNTXFwcHx//xBNPAGCMPfLIIxs2bBgyZAiuSUxMPHnyJICMjIxFixYNGzbs73//+4IFC95//30A//rXv5KTkw8fPowuqKoqiiJCRSklhOB6zp8/n5WVlZiYuGTJkkuXLpWXl2/duhVAYmLiyZMn8QPffPPNlClTGhoawsPDARQWFiYlJTkcDnSDoiiSJCFUlFJCCK5H1/W5c+e63e7i4mK/319eXr5161YAiYmJJ0+exA8UFxd//PHH+/fv79WrF4DCwsKkpCSHw4FukDmYnsAYg2EeDtej6/rcuXPdbndxcfGdd96ZmJh48uRJABkZGYsWLRo2bBiuYYw98sgjGzZsGDJkSHV1dXNzc9++fWNiYtLT0/GTZA4G6LquaRq6xhhzuVzV1dV79uyZN2/ehAkTpk2bBqCqqqqlpaW0tBQ/MGzYsM8//xzA1KlTX3nllVtuuSU/P3/ixIm//vWvAbjd7rvuuuvixYvogqqqoigiVJRSQgi6gTHmcrmqq6tXrFjx4osvulwuAKNHjz527Bh+YPbs2U6nc9KkSeAKCwuTkpIcDge6QVEUSZIQKkopIQTdc/z48Xnz5q1bt27NmjUulwvA6NGjjx07hh978cUX+/btm5ubC6CwsDApKcnhcKAbZA6mJzDGYJiHQ/ccP3583rx59fX199133+effw5g6tSpr7zyyi233IJrqqqqWlpaSktLP/vss+nTp+fm5v71r3/t3bv3xo0bbTYbuiZzMEDXdU3T0IVgMGiz2Xw+38iRIz///PPFixcPHz58xowZra2tjz/+eH19fUREBICOjg6/3x8dHf3oo4+++uqrt91228SJEw8cONDZ2fnII498+umnNpsNwJUrV8aPH3/q1Cl0QVVVURQRKkopIQTXEwwGbTabz+cbOXLkp59+et999zU2Np47d2716tVbt25tb2+Pjo622+179+7dsWPHO++8g2sKCwuTkpIcDge6QVEUSZIQKkopIQTXQykVuJSUlOeff/6pp55qbGw8d+7c6tWrt27d2t7eHh0dbbfbA4GAKIoul+v48eOrV68GUFhYmJSU5HA40A0yB9MTGGMwzMPheiilApeSkrJ8+fL8/PxXX331tttumzhx4oEDBy5fvhwdHW2321tbWx9//PH6+vqIiIhvvvmmpaUFwO7du1VVLSoqEgQBXZM5GKDruqZp6EJlZWVNTY3P50tLS8vNzd21a9f58+cXLlyYmpra1NQUFxcHoK6urry8vL29vby8/ODBg0VFRbIsZ2ZmOp3ON954o7W19YUXXgB35syZioqKzZs3owuqqoqiiFBRSgkhuJ7Kysqamhqfz5eWlpabm1teXr5///5AILBu3bo777wzOTl5zpw5EyZMuPfeeyMjI6Oiou666661a9cCKCwsTEpKcjgc6AZFUSRJQqgopYQQXM+JEyfmz5/fp0+f2NjYLVu2VFRU7N+/PxAIrFu37s4770xOTp4zZ05qaurs2bP9fn97e3tlZeUvfvELAIWFhUlJSQ6HA90gczA9gTEGwzwcrufEiRPz58/v06dPbGzsli1bDh06VFRUJMtyZmam0+lMTk6eM2dOKtfU1BQXFwegrq7OZrMBWL9+fUxMTHp6On6SzMEAXdc1TUPXGhoa2traZsyYAUDTtIKCgo0bN+LHGGOUUpvNBiDIhYeH4z9s2rRp2LBh48aNQxdUVRVFEaGilBJC0A0NDQ1tbW0zZswAp+u63W4XBAGA3+8PCwuDYYqiSJKEUFFKCSHoBq/XW1BQsG7dOnC6rtvtdkEQAPj9/rCwMHAdHR2RkZEIiczB9ATGGAzzcOgGr9dbUFCwbt06cEEuPDwcgN/vDwsLgzEyBwN0Xdc0DV0LBALBYNBut4M7cuTIgAED4uLi8N+rqalJTU1F11RVFUURoaKUEkLQDYFAIBgM2u123DCKokiShFBRSgkh6J7Ozs6IiAjcMDIH0xMYYzDMw6F7Ojs7IyIicGPIHAzQdV3TNJiDqqqiKCJUlFJCCMxBURRJkhAqSikhBOYgczA9gTEGwzwcTEDmYICu65qmwRxUVRVFEaGilBJCYA6KokiShFBRSgkhMAeZg+kJjDEY5uFgAjIHA3Rd1zQN5qCqqiiKCBWllBACc1AURZIkhIpSSgiBOcgcTE9gjMEwDwcTkDkYoOu6pmkwB1VVRVFEqCilhBCYg6IokiQhVJRSQgjMQeZgegJjDIZ5OJiAzMEAXdc1TYM5qKoqiiJCRSklhMAcFEWRJAmhopQSQmAOMgfTExhjMMzDwQRkDgbouq5pGsxBVVVRFBEqSikhBOagKIokSQgVpZQQAnOQOZiewBiDYR4OJiBzMEDXdU3TYA6qqoqiiFBRSgkhMAdFUSRJQqgopYQQmIPMwfQExhgM83MwgTAOBui6rmkazEFVVVEUESpKKSEE5qAoiiRJCBWllBACc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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A pie chart illustrating the percentage breakdown of a loan portfolio. The sectors are Multifamily at 30%, Industrial at 28%, Hospitality at 12%, Retail at 11%, Net Lease at 10%, and Homebuilder Finance at 9%. Two summary boxes are positioned above the chart: one indicating $1.4B in Q2 investments and another noting 78% for residential, industrial, and net lease.\n\n| Category | Percentage |\n| --- | --- |\n| Multifamily | 30% |\n| Industrial | 28% |\n| Hospitality | 12% |\n| Retail | 11% |\n| Net Lease | 10% |\n| Homebuilder Finance | 9% |" }, "classification": { "predictions": [ { "confidence": 0.999768078327179, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 9.759649401530623e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 3.684934199554846e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 3.1125335226533934e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.1993217160343193e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 1.1253323464188725e-05, "created_by": 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" 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"#/pictures/18", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure displays a pie chart titled 'LTM Investment Activity(g)' representing a total of $4.4B in LTM investments. A highlighted box notes that 80% of these investments are in 'residential, (b) industrial, and net lease' sectors. The pie chart is segmented into the following categories:\n\nThe chart uses a color palette dominated by shades of teal and blue-green for the main loan portfolio segments, with one segment in dark blue ('Bank Loan Portfolio') and one in tan ('Other Investments'). A legend indicates that the teal-colored segments represent the 'Loan Portfolio'.\n\n| Category | Percentage |\n| --- | --- |\n| Industrial | 41% |\n| Multifamily | 23% |\n| Net Lease | 12% |\n| Bank Loan Portfolio | 7% |\n| Retail | 7% |\n| Other Loans (h) | 6% |\n| Other Investments (i) | 4% |" }, "classification": { "predictions": [ { "confidence": 0.9998214840888977, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 9.573363786330447e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 3.7388683267636225e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 1.6620866517769173e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 9.634532034397125e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 5.922493528487394e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9998214840888977 }, { "class_name": "bar_chart", "confidence": 9.573363786330447e-05 }, { "class_name": "table", "confidence": 3.7388683267636225e-05 }, { "class_name": "line_chart", "confidence": 1.6620866517769173e-05 }, { "class_name": "flow_chart", "confidence": 9.634532034397125e-06 }, { "class_name": "other", "confidence": 5.922493528487394e-06 }, { "class_name": "calendar", "confidence": 2.3913162294775248e-06 }, { "class_name": "geographical_map", "confidence": 2.32174966185994e-06 }, { "class_name": "icon", "confidence": 1.7647313370616757e-06 }, { "class_name": "scatter_plot", "confidence": 1.5852506294322666e-06 }, { "class_name": "engineering_drawing", "confidence": 1.557224436510296e-06 }, { "class_name": "full_page_image", "confidence": 1.1488484688015888e-06 }, { "class_name": "page_thumbnail", "confidence": 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A pie chart titled 'Investment Portfolio by Type(j)(k)' displays the distribution of an investment portfolio. The chart is segmented into various categories with corresponding percentages. A legend at the bottom indicates the data represents a 'Loan Portfolio'.\n\n| Investment Type | Percentage |\n| --- | --- |\n| Industrial | 23% |\n| Multifamily | 21% |\n| US Office | 16% |\n| Hospitality | 9% |\n| Owned Real Estate | 7% |\n| Non-US Office | 5% |\n| Other Loans | 4% |\n| Retail | 4% |\n| Bank Loan JV | 3% |\n| Net Lease JV | 3% |\n| Self-Storage | 3% |\n| Life Sciences / Studio | 1% |\n| Other Investments | 1% |" }, "classification": { "predictions": [ { "confidence": 0.9973716735839844, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.0010364108020439744, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0008786626276560128, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0002862671099137515, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 9.900952136376873e-05, "created_by": "DocumentPictureClassifier", 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MzNzb/66qvk5OSysjKappcvX7548eLa2tpx48ZdunSptrZWEITq6uq4uLjdu3dfuXJl/Pjx7dq1i4qKsrW1pWl63rx5NjY28L4hjDG0eq9YlpXL5QzD0DQNzXThwoWlS5caGxsjhKA5OI5zcnJav369vb09/CYzM7OystLV1dXIyAgAdDodz/MSiaSxsRFjbGhoqNPpCIKgKKqxsZEkSYqiXrx4wbKs/UsEQeTn55eVlXXo0MHExISiKADAGDc2NorFYoIg9Ho9x3ESiaSgoOD58+dOTk7W1tY1NTWZmZkODg4cx1lYWOh0uoqKivbt2yOEAKChoaG+vp7neYIgjI2NtVptZWWlm5ubgYFBdXV1RkaGo6OjRCLJyMhwcHDgOM7CwoKiqMePH1tYWLRv376oqCgvL699+/Zt2rQhCALeN4QxhlbvFcuycrmcYRiapqGZlEplTEzM6tWroZkwxqampt7e3kZGRtDqr4IwxtDqvWJZVi6XMwxD0zQ0k1KpPH369HfffQetWgKEMYZW7xXLsnK5nGEYmqahmZRKpUajUavV8HauX7+ekpJCEATG2M3Nzc7O7pdffhk9erSxsfHjx48HDx5MEAS0emsIYwyt3iuWZeVyOcMwNE1DMymVSo1Go1ar4e38+uuvly5dIgjiyJEjPXv2tLe379atW0ZGhlgs7tatm6+vL7R6FxDGGJqAMW5sbBQEwcjICP4ljLFOpxOJRARBwCsEQcAYkyQJb4fnefySSCSClziOQwiRJAktH8uycrmcYRiapqGZlEqlRqNRq9XwLuTl5S1YsCA8PPzcuXOdO3dOTU3t2rVrSEgISZLQ6l1AGGNoAsMwiYmJpqamHTp0CAsLs7a2hibU1NQsXrz4q6++8vLyglckJSUVFBTMmjUL3s7u3bsFQcjIyBgzZky/fv1evHixdu3aKVOmdOnSBVo+lmXlcjnDMDRNQzMplUqNRqNWq+Fd2Lx5c21t7Zo1a3755ZerV68WFBSMGzeuW7duEokEWr0LCGMMTdixY8evv/66aNGiBQsWjB07NiAgoKioqKqqytnZ2cDAQK/X19XVabVaR0dHjHFISMjs2bN79+5dX19vbGwML8XFxWVkZGzfvh1eEgSBZVmJRNKuXTuMcVlZWXFxcbt27czMzDiO0+l0BQUFlpaWNjY28LoVK1aYm5tXVFRgjNetW3fhwoWoqKg9e/ZYWVlBy8eyrFwuZxiGpmloJqVSqdFo1Go1vLXnz59Pnz59+fLl3t7eAHDlypXjx49bWFiYm5tPnjzZ2NgYWr01hDGGJiQkJFy6dCkwMDApKWnmzJkmJiYbN26sqqqysbFZv359ZGRkTk4Oz/NisXj9+vXLly+fMmXK+fPnzc3NZ82aRRAEAMTHx7Msu3XrVgCora3dsGFDVlaWTqcbNWrU6NGj16xZU1JS0tDQsHnz5suXL586dcrCwiIvLy8qKsrNzQ1esWrVKmtr6969e2/atGn//v3btm0zMTFZsGAB/C2wLCuXyxmGoWkamkmpVGo0GrVaDW8tMTHx+vXrO3fuFIlEZWVl+/fvr6ioGDJkyKVLlyZMmCCVSqHVW0MYY2jCt99++/3333/88ccPHz6cMWPGgAEDnj17du/evZ07d27cuPHw4cO+vr5jx44NDAycMWPGwYMHa2trjYyMoqOjjY2N4aX4+HiWZbdu3QoA586di4+PP3ToEMuyS5YsiY+P53n+0aNH0dHRX375ZVlZWWlp6dq1a2fNmuXt7R0UFASvWLVqlbm5eWho6JQpU2Qy2YkTJ+bPn+/l5QUAz54927RpE8dxCCH4gHEc5+joOG/ePBsbG3gdy7JyuZxhGJqmoZmUSqVGo1Gr1fB26uvrZ8yYMWzYsPHjxwOAWq22srLief7MmTPm5uZhYWFmZmbQ6q0hjDE0IT4+Pisra8uWLceOHTt69Oj48eMPHDjQp0+fH3/8cenSpSdPnhw0aNCwYcOmT58eEBCQkJCQnZ3t4uISExNjbW0NL8XHx2dlZW3ZsgUAfvjhh/PnzyckJBQXF4eGhk6ZMkWlUrm6ut66dWvUqFE1NTU6nS48PHzp0qXOzs5Tp06FV6xcudLCwmLu3Lk7d+7ctWtXjx494uLiDA0NAaCwsFCtVnMchxCCDxVCqKSkJCkpKSUlRSqVwutYlpXL5QzD0DQNzaRUKjUajVqthreDMa6vrzc0NCQIAmNcWFhoa2tLEERWVpa1tbWFhQW0ehcQxhiaEBsbe/PmzcWLFyckJCCEDAwMzMzMJk2a9NVXX82dO1ej0QwdOnTkyJHBwcFBQUFKpTIkJOTGjRt1dXXLly+nKAoAYmNjL1y4EBYWRhBEcXHxgQMHNm/efO/eveTkZF9f3xs3bkRGRoaHh3t5eel0uoaGhq+//nr+/PkuLi4hISEAUF5evn///k8++SQyMnLUqFHjx49PT08fNGjQsmXLZs6cCS1KeXn5Z599plKppFIpvI5lWblczjAMTdPQTEqlUqPRqNVqaNUSIIwxNOHcuXO7du0Si8VSqXTmzJlarXb79u0SicTIyKhfv36VlZXdunXr2bPnzp07+/fvf+XKleHDh5ubmyckJAQFBbVt2xYAzp07l5iYSJIkAPzjH//Q6/XJyclisXjmzJnt27ffsGFDTU2NjY2Nk5OTvb09Qsjf3//w4cN2dnaDBw8GAI7joqOjz58/361bt4ULF1paWup0utjY2BEjRri5uUGLotVqZTKZSqWSSqXwOpZl5XI5wzA0TUMzKZVKjUajVquhVUuAMMbwp/E8TxAEQojjOIqioPl0Op1IJEIIwUscx1EUxXEcRVHQhMbGRgMDA/iNIAjoJWhRtFqtTCZTqVRSqRRex7KsXC5nGIamaWgmpVKp0WjUajW0agkQxhha/edptVqZTKZSqaRSKbyOZVm5XM4wDE3T0ExKpVKj0ajVamjVEiCMMTRBEISamhqEkKmpKQDodDq9Xm9sbIwx5jhOJBJBqz9Nq9XKZDKVSiWVSuF1LMvK5XKGYWiahmZSKpUajUatVkOrlgBhjKEJ9+7d27ZtW3l5+bhx4/z9/ffu3VtWVvbll19mZmaamJgMGjQIWv1pWq1WJpOpVCqpVAqvY1lWLpczDEPTNDSTUqnUaDRqtRpatQQIYwxNqKqqqquru3//fmRkZFhYWHZ2dseOHW/fvm1gYDBlyhQzMzNo9adptVqZTKZSqaRSKbyOZVm5XM4wDE3T0ExKpVKj0ajVamjVEiCMMTSturp63759ubm5ISEhSUlJCKH09PTZs2f36NEDWjWHVquVyWQqlUoqlcLrWJaVy+UMw9A0Dc2kVCo1Go1arYZWLQHCGEPTcnJyZs+e3aVLl7Vr1+bm5l6+fLmwsLBv377dunVr06YNtPrTtFqtTCZTqVRSqRRex7KsXC5nGIamaWgmpVKp0WjUajW0agkQxhj+pfz8/GnTpm3YsKFnz55xcXFPnz51dnbmeX727NkikQha/TlarVYmk6lUKqlUCq9jWVYulzMMQ9M0NJNSqdRoNGq1Glq1BAhjDE3Izs6ur69/8eLFkiVLdu7cqdVqMzMzi4uLfX19L126FB4ebmxsDK3+HK1WK5PJVCqVVCqF17EsK5fLGYahaRqaSalUajQatVoNrVoChDGGJly6dCkhIUGv148ePfrzzz9PSkoaPnz4L7/8cvnyZV9f3+HDh0OrP02r1cpkMpVKJZVK4XUsy8rlcoZhaJqGZlIqlRqNRq1WQ6uWAGGMoWkYY57nKYoSBIHjOLFYDAA6nU4sFkOr5tBqtTKZTKVSSaVSeB3LsnK5nGEYmqahmZRKpUajUavV0KolQBhjaPWfp9VqZTKZSqWSSqXwOpZl5XI5wzA0TUMzKZVKjUajVquhVUuAMMbQ6j9Pq9XKZDKVSiWVSuF1LMvK5XKGYWiahmZSKpUajUatVkOrlgBhjKHVf55Wq5XJZCqVSiqVwutYlpXL5QzD0DQNzaRUKjUajVqthlYtAcIYQ6v/PK1WK5PJVCqVVCqF17EsK5fLGYahaRqaSalUajQatVoNrVoChDGGVwiCUFxcbGtrixCqrq5+/vx5x44dCYKApgmC8OzZMwcHB1NTU3hHqqqqioqKAMDY2NjBwQEACgoK9Hq9k5MTtExarVYmk6lUKqlUCq9jWVYulzMMQ9M0NJNSqdRoNGq1Glq1BAhjDK/Q6XRLlizx8/P79NNP09LSEhMTo6OjJRIJvOLs2bM9e/a0sbGBl+rq6kJCQhQKRd++feEduXLlysGDBzt27Pj8+fOtW7dijMPDw3v06DFp0iRombRarUwmU6lUUqkUXseyrFwuZxiGpmloJqVSqdFo1Go1tGoJEMYYXsFx3BdffFFcXKxWq/Py8rZv375v376SkhKNRoMQGjlyZG1tbXBw8LBhwyZMmODi4gIAtbW1EydOnD9/vq+vL7x0//79CxcutGnTZuTIkTzPnzp1qqSkZNCgQZ6ennfu3Ll06ZKrq+uwYcMyMzN//PFHExOT4cOH0zQNr7hw4cLu3btnzpy5evXqxMREjHFoaOi2bdvc3NygZdJqtTKZTKVSSaVSeB3LsnK5nGEYmqahmZRKpUajUavV8N+hsLBQEIR27drBm7x48SIrK6tHjx4kScKfptPpysrKaJomSRJ+8/z585KSkm7dusE7hTDG8AqdTjdr1qzGxsYOHToMHTp0z549q1atWrduXadOnTiOy87ODgwMXLJkycCBAydNmuTi4gIAtbW1QUFB4eHhPj4+AHD37t1NmzYNHDjw4cOHVlZWwcHBp0+frqiouHHjxqpVq1auXNnzJVdX13Xr1vXp00er1VZXV0dEREgkEvjNxYsXExMTY2Njw8PDhw8fTpLk6dOn4+PjSZLEGHMchzGGDwxCiKIohBC8iVarlclkKpVKKpXC61iWlcvlDMPQNA3NpFQqNRqNWq2G/w7R0dF1dXWLFy+GN0lLS4uMjDxw4IBYLIY3KSwsfPz48ZAhQ+AVhYWFiYmJs2bNsrKygt8kJSWdOXMmPj4eIQTvDsIYwyt0Ot3MmTPHjRt39erVgoICgiA+/fTT6OjoCRMmcBzHMMyaNWvi4+Nnz57do0cPeKm2tjYoKCg8PNzHxwcANm/efOnSJblcnpOT8+jRo23btv3888+PHz8+c+bM6tWrz54929jYqFAorly5smfPnuDg4NLS0kuXLu3atcve3h5+c/HixW+//Xbfvn1qtfrixYsikcjX13fChAkAUFZW9vXXXz979oyiKPiQCIIQHh4+fPhweBOtViuTyVQqlVQqhdexLCuXyxmGoWkamkmpVGo0GrVaDc0hYEwgBC3Qli1b6uvrZ8yYkZGRkZ6eThDE2LFjzczMsrOzU1NTnz17lpWVtXHjxtra2u7du2u12tLS0jZt2mg0GoIghg8ffvjw4ZMnT86bN69///5Pnz7VarV1dXUODg7V1dWDBw++cePGr7/+6uLiMnz48FOnTp05cyY2NhYhBO8OwhjDK3Q6XWho6KRJkzp37iyTyWxtbSdOnLh3796vv/7awMDA0NCwXbt2CoVi0aJFPXv2hJdqa2uDgoIWLVrUp08fAFi3bt3Tp09nzJgBABYWFqmpqQ8fPgwODt68efPChQt79er1/fffJycnu7i4sCwbHh5OEIShoaGHh4dIJAKA+vp6iURy4cKFxMTEAwcO5OfnBwQEIIQOHjzo5OQEAA0NDTdv3qysrEQIwQcDIbRhw4bx48crFAp4E61WK5PJVCqVVCqF17EsK5fLGYahaRqaae/evSdPnkxKSoJXNOj1jXodAoQxrqit1b4oLygtraqv53i+Ua93om1dOrT7tShHTFAkIowMDGyMTK2NTEwNJGKKFDAmAIlJiiJJ+PBERERwHOfp6RkZGfnll1+ePn166NCh//jHP2bNmuXh4VFdXZ2ZmTlq1KgbN27ExcUlJSWdPXvWxsYmKytr2LBh/fv3V6vVJ0+enDNnTvfu3QdaPmwAACAASURBVAMDA318fPz8/LKzs1UqlVKpvHjxYnV1dXJyskKhwBinpKTExsYihODdQRhjeIVOp/vqq6+Cg4M/++yz48eP//DDD2vXrl21apWnp2f7l/r27RsSEmJubj5u3LiPPvoIIVRfXz98+HAHBwdnZ2dzc/Pu3bsnJiaOGjWKoqj+/fsfO3YsPT194MCBsbGxM2bMAID6+nq1Wh0SEqJSqfr3729padmlS5cePXoAAMZ4y5YtxcXFJSUlrq6uS5cuxRiHhoYKgpCQkEAQBHzAAgMD+/btq1Ao4E20Wq1MJlOpVFKpFF7HsqxcLmcYhqZpaKaTJ05cunhx8apVrFZb9OKF9kV5bkmJtry8qOJFcUVlZV2tIGBO4P+HgDEA6Hm+v0eXYH+/mBtnDUgKECBAJCIIAhGIEBGkmYHEQmJkITF2trKxN7U0MzSyMzW3MzVHgOADEBERwXGcp6fn8ePHExISDh06dP/+fW9v75SUlN27d9+6dSs2Nnbw4MG3bt365ptvkpOTz58/7+3tffLkyalTpw4dOvTHH3/UaDSxsbEFBQUzZszYvn27VCp9/PjxmjVrYmNjnz59+vPPP58/f37AgAHdu3fXaDSxsbEIIXh3EMYYXiEIwu3btx0dHWma1uv19+7d69mzZ05OzokTJwBg6NChXbp0efbsWXJycpcuXfz8/BBCgiBcunSpsLBQEAQjIyM/P7/09PTU1FRLS0uZTCaRSI4cOUIQhL29vaWlZWlp6f379/v27Tto0KBHjx6dPn1aIpEMGzasY8eO8FJBQYFKpZJIJHK53MrKCgAePHiAMe7WrRt82AICAnx8fBQKBbyJVquVyWQqlUoqlcLrWJaVy+UMw9A0DX+CIAi1jY11jY33s7NSf7n5KCuLo6jckpKiigpBEIj/gf5/AIDgNwhxPO/r7jHJ3y82LVVMUvD/wYDhf2D4HxhjwIB5jAGDuaHExti0jbGZlcS4vYVNV7t27cytDCkRSRDwPkRERHAc5+npeeLEifj4+O++++7+/ftubm5Xr15NSEi4fft2TEzMoEGDbt26FRUVlZycfPbs2djY2Bs3bqxfv37SpElGRkbHjh1LSEjQarVhYWFbt251dHS8f/9+REREcHBwfHy8QqFISUlp06ZNly5dTp06FRcXB+8UwhhDq3chICDAx8dHoVDAm2i1WplMplKppFIpvI5lWblczjAMTdPwL2UVFT3Mzbn68OG19PT8slIdx3E8zwsCFgTyfxAE/BGO533dPYL9/eLSUsUkBX9EwFjAAi9ghEBEkBRJWhkaezp06Gbv2NbMoqO1HUkQ8BfasGGDXq/38vJKSkras2fP/v3779y5M+OlkSNHlpWV3b9/f968eZs2bZLL5ampqYaGhv/4xz+Ki4tPnDjx2WefeXt7z58/f9KkSZ07d96wYcM333zj5OR09+7dDRs2TJw4cffu3RMnTjx69Kidnd3nn3++YsWKbdu2eXp6wruDMMbQ6l0ICAjw8fFRKBTwJlqtViaTqVQqqVQKr2NZVi6XMwxD0zT8jo7jKmtrz9+9e+nBvQfZOc8KC/U8J6Io9D8AEELQHBzP+7p7BPv7xaWlikkKmgMDAMYYgBd4DECbmDtZ2nSwsPHp4OJsRUtEYvjPe/r0qSAIFhYWhYWFvXr1ys3Nraio6N69+y+//HL+/Hmapl1cXLy9vc+dO/f48WN3d3cHBwcAOHPmjK2t7ejRo01MTDQaTUZGhkwmq6io6Nq1q5GRUWVl5ZMnT7p06XLp0qVnz565uroCgI+Pz7lz59q2bdunTx94dxDGGFq9CwEBAT4+PgqFAt5Eq9XKZDKVSiWVSuF1LMvK5XKGYWiahlc8zMl+mJv74+1b1588qaitbdTpSIKgSBIhBP8ujud93T2C/f3i0lLFJAVvgccCLwgEQmKScrSwGdzRo4ttu85t7KFV0xDGGF539uzZ48ePOzk5TZ8+nef5Q4cO2dvbjxkz5uzZs7169bK1tYVWbxIQEODj46NQKOBNtFqtTCZTqVRSqRRex7KsXC4/8+OP1jY2AFDf2Hgr45nqyk9XHz3OLSlGCFEkiQAQQvDWOJ73dfcI9veLS0sVkxS8CxiwgDHHC22MTbvYtvPp4NK7vdREbAitfgdhjOF1169fr6ioOHz4sLu7u1QqBYCCgoJ27dqVlpZOnjzZ0NAQWr1JQECAj4+PQqGAN9FqtTKZTKVSSaVSeB3Lsv/4/PPvkpKyKl7Q5uY7U06d+uUXnV5PEgRFkvBOcTzv6+4R7O8Xl5YqJil4p3gs8IIgJqk2xqafSN37O7lKrW2h1SsQxhh+RxCELVu2CILg5uZWXV2dk5NTVVUVGhraqVMnaNWEgIAAHx8fhUIBb6LVamUymUqlkkql8Lr858/nbdxQJjF8kJ8/bZhfWVWl+soVQ7EY/gM4nvd19wj294tLSxWTFPwHYACMsZ7n7UzNP2rfaVSXXo7m1vAuCIJw8uTJM2fOtG3bdvLkyTRNHzp06OrVq/369QsMDMzMzExKSvLx8fH09Lx48eKQIUMkEgl8YBDGGH7n+++/37p1a3x8vJub29GjR7Ozsx0cHMaOHdumTRto1YSAgAAfHx+FQgFvotVqZTKZSqWSSqXwCk1a2tZjR7OLi+saGgDAw9Fx8tBPVx0+1KjXI4TgXeN43tfdI9jfLy4tVUxS8J/ECwKPsYWh0QBn109dunVuYw9vp7a2dufOnR07dkxNTTU2Nl63bt1PP/1UX18fHR0dEhKSn5/fqVOn+/fvt2vXTiwWjxs3DiEEHxiEMYbfKS8v37VrV25ublRUVGNj4/bt23U6HUVRI0eO7NWrF7R6k4CAAB8fH4VCAW+i1WplMplKpZJKpfBSeU3N0atXzv5659L9exRJIfhfeo5bGxh0+tatq48fiUgS3jWO533dPYL9/eLSUsUkBf95GGO9wFsbmfZpLx3t4eVsRcNb27Fjx6NHj2JiYhBCDQ0Ns2fP/vTTT4uLi+3t7a9evWpubh4WFmZubg4fHoQxhtdVVlaam5unpKTEx8d///33P/74Y25uLs/z3bt3Z1k2NDQUWr1JQECAj4+PQqGAN9FqtTKZTK1WOzs71zY0HLv2c8Jp5nFu7piP+t3Nzi4oKyUQAgCO53t26vTFx/2X7NtLEgQgBO8Ux/O+7h7B/n5xaalikoK/Co8FXhAsJcYy917DXXtYGZnAv6u8vHzatGnTp08fNmwYxnj16tVXr149dOhQfX09wzDZ2dm+vr4DBgwwNzeHDw/CGMMr9Hp9RETEgwcPSkpKAgMDhwwZcuTIkbFjxyYmJup0uuHDhw8cOBBavUlAQICPj49CoYA30RYWjho58mhSUhVCm9Wqc3d/BQACIWszs/5duh679jNJEACAMaZIcsWXAUeuXrmVkSGmKHinOJ73dfcI9veLS0sVkxT8tQSMOYF3b+Mwrlvffh1cSIKA5ouIiCgoKNi6dStFUQCQn5+/fv36rl27zpw5MzMzc9euXRKJRCQSBQYGtm3bFj4wCGMMr8AYV1dXZ2ZmWllZOTo6VlVV6XQ6GxubkpKS2tpaJycneJOnT58+fPiQpuk+ffqIRCL4TW1tbXp6eteuXQ0MDOBPqKqq0mq1Li4uBEFASxMQEODj46NQKOBNXpSXB02a5Drss1MPHpRVVogoCiEEALwgDOjataSi4mFeroikAKBRpxvj4yO1s49KPk6RJLxTHM/7unsE+/vFpaWKSQreB07gKYL0der8edc+LjZ20BxXr15dtmxZZGSkq6urSCRqbGw0NTVdv359RUXF5s2bExISqqqqnJycqqurnZ2dhwwZAh8YhDGGt/PTTz9t3LixQ4cO+fn5vXr1Wr169f379/V6fa9evZ48ebJs2bJvv/3W0tIS/oSff/45ISFh586dEokEWpqAgAAfHx+FQgFvcub2rVV797BlZSRFEQjBb3hBoM3NvV06n/n1Ns8LCCFBEMyMjNdMnLj+h+9LqqoIhODd4Xje190j2N8vLi1VTFLwnmAAPc+1MTYd7eE1yr2XRCSGP6GhoWHatGlXr151c3OzsrIKDw/fv39/UVFRWVnZqlWrxGLxgwcPevfuvW/fPoqipk6d2rFjR/jAIIwxvIW6urpp06aNGDFiwoQJubm5ISEhc+fOPXr0aGVl5cyZM2maXrRo0aeffioSiWQymb29/bNnz86cOWNiYjJy5EiKoh48eJCdnU3T9GeffQYAly5dio6OPnjwoEQiAYCGhobTp0/n5ub6+vp6eXk9evTo/PnzEolEJpOZmJg8ePAgJyentLRUJpNZW1ufPHmyqKho+PDhnTp1gvchICDAx8dHoVDA67Tl5dEnk7+/dKler6cIAn5Hz3FDPHsWlpU+KSggCQIAGvX6KZ8NwxjvOfOjgVgM7w7H877uHsH+fnFpqWKSgveKFwQM2LuddIr3wA6WbeCPYIxra2t5ntfr9QRBmJqaVlRU5OXlOTo62tjYFBcXGxkZmZiY5OfnUxRlZ2cHHx6EMYa3kJWVNWPGjNjY2I4dOwLArFmznJ2d09PTy8vLw8LC7Ozspk2bNmrUqOzsbIlEEhoaunLlyj59+mi1Wr1e7+fnN2/evIkTJw4aNMjb2xsALl++HBMTs3//folEAgAxMTF37tzx9fVlGGbp0qW1tbUPHjy4detWmzZtgoKCZs6cKZPJMjMzDQwMvLy89uzZM378+B49enh5ecH7EBAQ4OPjo1Ao4BU3njxZ+92h60+fiCkRgRC8CcbYRCIZ6ul54sYNQRAQQgLGdpaWi8f9Y9mB/TX19QRBwDvC8byvu0ewv19cWqqYpOADoOP5duaWX3kN8HVyRQjB3xrCGMNbYFlWoVDs2LHD2dkZAGbOnOnt7V1ZWUkQxKxZs54+fbps2bLdu3dnZWVFRER4eXklJycHBgaWlpZev35dLpcnJycfOHCAoih46fLlyzExMfv375dIJJWVlZMnT54/f36/fv2WLl1K0/Tnn3+u0Wju3r37/PnzlStXbty4MTExMTs7OyIiIigoaOfOnWPGjBk7dqyJiUlNTU15eTlBEPCOYIyNjIysrKwQQtCEgIAAHx8fhUIBLzU06mp1DWPXrX2YmyMRG8C/xPG8j5t7vV5/O+OZiKIwAM/zYaPHZD1/fuzazwYiEbwjHM/7unsE+/vFpaWKSQo+DJwgiAhilFvP8Z4+ZoYS+PtCGGN4C5WVlcHBwZMnT/b39y8vL584ceLixYuvXbtmYGAwZ86cZ8+eLVu2bMeOHXl5ed988427u/uNGzcWLFhAEISxsXFRUdHBgwcTEhLEYjG8dPny5djY2MOHD1MUVV1dPWnSpMWLF3t7ey9dutTExCQvL69bt25WVlbJyckLFy7cvHlzbGxsbm5uZGRkQkLC8+fPN2zY0K5du9WrV6vV6q1btyKE4F1ACOl0Oi8vr/j4eJIkoQkBAQE+Pj4KhQIAKutql+/fb2xo2Llt2xUHD/JYIBCCpgkYm0okg7v3OH37lk6vRwjpOK53J5f/4+Oz9vvvOJ5HCMG7wPG8r7tHsL9fXFqqmKTgg4Ex5rHQ3c5xWp9BnWzs4G8KYYzh7fzwww8JCQljxoxJS0szNDTcsWPHd999d+zYsalTp9rb269bty4xMTEnJ2fTpk0LFy7csmXLwIEDLS0te/XqVVxcHB8fv2/fPgMDA3jpp59+CgkJGT58uEgk8vT0zMvLY1n2o48+Sk5Onjt37q5du7y8vGpra1NTU5ctWxYbG/vtt9/m5ORs2bJl5syZz549e/DggV6vj46OrqmpKSkpQQjBu0CSJMMwR44cYRhGJBJBEwICAnx9fWfOnPkgJ2fZAeVPDx+KKSpiypTs58VRJ44biETwL+k57iNXNx4Lvzx7RpEkBuB5ftOkr364fPlOJkuRJLwLHM/7unsE+/vFpaWKSQo+MDqOszU1n+o9aIDUDf6OEMYY3g7G+Ny5c9euXXN0dBw1apS1tXV1dfWRI0d0Op2/v39eXp6np2ddXd3Tp0979+79+PHj06dPSySS4cOHm5mZZWVl9erViyAIeKm8vPzy5cvV1dUA4Ozs3KNHj1OnTuXn5w8YMKBPnz73798/d+6co6MjRVFubm4VFRWenp51dXUZGRlWVlYpKSkAMHr06Pbt28O7dvr06aioqOTkZLFYDE2YEBDwcf+PvT/7bHb8jmeFhQYiEcfz1qamkVOn7Tpz5vL9e2KRCJqGAQwoyq9X7x/v3KrX6QiEOJ7v37XL4O6eKw4eMBCJ4F3geN7X3SPY3y8uLVVMUvDh4QXBWGwwxXugn2sP+NtBGGNo9UdSUlJiYmKSk5PFYjE0ITBgQr2xUa65aVZhoYFIBC/pOK6ntOPCz8ctUe7NKSkRkSQ0Tc/zvTt1ElOia+mPKZLEGBuKRKsmTNx95szj/FwRScFb43je190j2N8vLi1VTFLwQeIFgSLJ8T0+knf/iCJI+BtBGGNo9UdSUlJiYmKSk5PFYjE0Ye7GDQeuXhVZWZIIwSsa9fopnw3r09l1zrc7eUFACEETMMYURcm8+/x4+1ZdYyNCqFGvnzBwkLmx8c6UUyKKgrfG8byvu0ewv19cWqqYpOBDhTEWMB7TpfcET19jAwP4u0AYY2j1R1JSUmJiYpKTk8ViMfyOgHH8Kc03J0/UNjQQ8H/DGHM8v3LChPKq6tiTJ0iKQtAkjue7duhgbWZ24d49MUXxgtDGzHzpF+PXfn/4RU0NQgjeDsfzvu4ewf5+cWmpYpKCDxjGWC8IA5xdQz8aYm1kCn8LCGMM70JFRUVGRoazs/Phw4ft7e3HjBlz9uzZXr162draQsuXkpISExOTnJwsFovhdRjjbceORR47CggRCMGbCIJgbmz8zfSQA+fPnb51y1AshqaRBDGsl9eVR49e1FSTBNGg188dPbagrPTI1StiioK3w/G8r7tHsL9fXFqqmKTgw4YB9Dz3sZOrot+nlkYm0PIhjDG8tcbGxnnz5hkZGfXq1YsgiIKCgnbt2pWWlk6ePNnQ0BBavpSUlJiYmOTkZLFYDK/gBWHb8aTIpCQCIYIgoGmNen2vjp2WjR+/YM/u7KIiiiShCXqe7+7kZGFscuXRQ5IgeEFwbNNm3pixi/ft1XEcQgjeAsfzvu4ewf5+cWmpYpKClkDHcwOc3Wb5DDMzlEALhzDG8NZ27twZFxc3atSo3r1719TU5OTkVFVVhYaGdurUCf4WUlJSYmJikpOTxWIxvGLPmTOLlXtFJIkQgj/SoNeN8/14cPcei/btbdTpCIKAN8EAgPHYfj6pd3+trqtDCGGMF34+7sbTJ2fv3DEQieAtcDzv6+4R7O8Xl5YqJiloIXQ85+fSfXrfIcYGBtCSIYwxvB2NRnP+/HmpVPr8+fPFixcfPXo0KyvLwcFh7Nixbdq0gb+FlJSUmJiY5ORksVgM/y8MD4rynmTnbfju+7zSEjFFwR/BGPOCsHrCxNqGhk1H1GKKgibwgtCBpt3atWN++UVEUY16/YCuXYd69lyv+gFjjODfx/G8r7tHsL9fXFqqmKSghcAAHM/7uXb/50dDDSgRtFgIYwxvIT09fcqUKd7e3lVVVVqtdvfu3VZWVpGRkTqdjqKokSNH9urVC1q+lJSUmJiY5ORksVgML519dj/u5zM+Tq69zNuuPHTwSX6+oVgMf4QXBDMjyfap01VXfjp186aBSARNQAgN9fS8l51dWFZGEAQC2DJ5cgLDPC0oIAkC/l0cz/u6ewT7+8WlpYpJCloUPc//n67eX/X+RESS0DIhjDG8hcLCwuvXrwPAhQsXCgoKvv3228uXL+fm5vI83717d5ZlQ0NDoeVLSUmJiYlJTk4Wi8UAcD332fafmKrGegFjXyfXIW1dV+4/cDc7y0Akgj+i5ziXtm1XBUxYffjw04J8EUXBm3A87+Lg4NiGvnj/HkJIz3F+Xr09pc4bVCoDkQj+XRzP+7p7BPv7xaWlikkKWhQMwAncBE/fwF79oWVCGGN4F44cOXL//v2QkJAjR46MGTMmMTFRp9MNHz584MCB0PKlpKTExMScOHFCJBLlvihdfS6psOoFRZAAoOf53u2cZR17rD14+NqTdIlYDH+kUa8fP+ATPy8vxc74Rr2eQAjehBOE0X373njypLiyEgGYSCQrvwzYnnw8r6SEIkn4t3A87+vuEezvF5eWKiYpaGkwxiRBhH3sN7hjF2iBEMYY3gWO4wRBaGho0Ol0NjY2JSUltbW1Tk5O8LeQkpISExOjOXmyhtevS026q801oETwm0ZO38Ohw5cefTce/v7iwwcGFAX/EgbQ6fVL/iEnENp89AiB/hf8joAxbW7e19Ut+cZ1iiAa9frJn34GAHvPnhGLRPBv4Xje190j2N8vLi1VTFLQAnGCYGNksmjgqK52jtDSIIwxtPojKSkpsbGxR5KOxt44dz7joYgk4XU6nnOn2wZ28/nmSBJz6xcDsRjBvyJgbCgWb586TXMzLennnyViMbwJxnhg9+65xcXPCgsBwMnWdrb/6JWHDtQ1NCKEoPk4nvd19wj294tLSxWTFLRMep7vbGO35rNxFhJjaFEQxhha/ZFTGk1UVFTwxhWHH1xHgBC8QSPHudjYTurZPzE5JTntOkUQCCFomo7j3Nu3Xx8UvPzAgUe5OSKKgt/hBcHByqq7s3Pqr79ijBt0uq+/GH8vOyvl5k0xRUHzcTzv6+4R7O8Xl5YqJilosRo57hOp+5yP/YzFBtByIIwxtPojGU+exnx/8HlH6xq9jkAImqAX+PYW1l959ledvXD48iURSSKEoGkNOt2I3r0/9/14wZ7d1fX1JEHA7+g5bnjv3k/z87OKiwHAtW27aX5+i/buwRgjhKCZOJ73dfcI9veLS0sVkxS0WBhAEAR5975BXgMIhKCFQBhjaPVHimuqVqUezSovoQgC/iU9z9uZWkzq1f/MlRv7zp8DAAIhaAIG0HPcos/HGRkYrv7uEEmSCP5vGGNTI6OhPTyPXfsZABBCS+RfnL9796cH98UiETQTx/O+7h7B/n5xaalikoKWTMCYJIhlg8f2aS+FFgLp9XqSJBFC8LqGhgadTmdqaooQgt/BGFdWVlIUZWxsjBCCv4QgCBhjkiThN1VVVQBgbGxMkiT8SxhjnU4nFosRQtBMgiBE//zj6af3RAQJfwIvCBZGxsGeH//y66O4UxoMQBIENEEQBEMDg6hp03+8c/uHy5cNRCL4HV4Q+nfp8qKm5l52Ni8II7x6e0qlEUlHCfS/oDk4nvd19wj294tLSxWTFLRwHM+72NgtGzKGNjGHlgDNnz9/9uzZ7du3B4DMzMxTp06Fhobm5uauWbPGzc0tLCzMyMgIXlddXR0REXHnzh07O7t169bZ2trCbzDGe/bs6d69u7e3N7xTHMclJCQMGTLEzc0NAPR6/b59+06cOCGRSJYsWdKtW7e8vLz27dtTFAVvUlJSsmTJklWrVmW/NHHiRPjTUp89iLp6GmOMEII/hxMEEwODQM/+2Rl5kceTdBxHEgQ0Qc/z7aytN036asvRo3ezMsUUBa/jBcHSxLR/F4/Tt2/p9ZyBWLR50uTI48dyi4tJgoDm4Hje190j2N8vLi1VTFLQ8ul4bmyX3qEfDYWWAI0YMWL79u2dO3fGGOfk5GRlZX300Ufbtm2rqKhYvny5mZlZeXn58+fP27dvb2pqCi+dPXs2JiZm586dHMfZ2dmJxeLKykqtVkvTtIGBwY0bNzp16uTo6FhcXFxWVubk5CSRSHQ6XU1NTUlJSYcOHQwNDQGgsLCwpqambdu2xsbG1dXVubm5Dg4OlpaWer0+MzPTzMzM1taWIAj4TUZGRlRU1Nq1ay0sLAAgKysrNDR0w4YNdnZ25ubmeXl5GzZs+Prrrzt27IgxFolEBEE0NjaKxWKEUGFhYWZmZkRExNatW+vq6hoaGvr27VtdXZ2fn+/g4GBubg5NK62tXsx8V1hVQRIENIeAsYgkA3t+XKl9sfq7w416PUWS0IRGvX5Un75fDvhEsXNHdX09SRDwOh3HDerWray65kFOtoCFL/p/Ymth8c2JZEORCJqD43lfd49gf7+4tFQxSUHLhwEogvh60Og+7TvCBw/JZLLIyEgXF5fGxsYVK1aUl5fPnDlz+vTpJElGRUUhhCIjIyUSiU6nW7JkSdeuXQHgzp074eHhc+bMkclkCKFr165t3brV2Ni4U6dOPXr0iIqKWr9+fV1dXUJCgpGREUEQixYtio6ObmxsLC8vb9u27caNGw8cOHD27FlTU9MRI0Z07dp1y5YtBEHU1NSEhYWdPv3/sAcfgFVV6aKA/7XW3vuck957L5CEhBJqCEiXgBKkDAiWiNKRMiCCgAoIKAgCSkZBEEYRRAGRoiABQYoaSoCEFlpCCuk5qafsvdb/Qu7lXr3qDCpjIrzv23vu3LmmTZvOmjXL2dkZ7li/fr3Vah0zZgzUKy4uHjlyZPfu3UeOHGlra/vee+8tXLjw4YcfnjBhwpo1a55//vnQ0NCJEydOnjz53LlzW7ZssbW1vX79+ttvv71y5cqWLVsOHjx49uzZBoOhtrZ2+vTprVu3hl9i1bTk777em3lOYRL8dgKREDK8ZUdWqb288cPK2lqJMfgVZlX9e//HPBwd5276GAAIIfAjiGij0/WOjd114oRVVZ1sbec+8dSiLZuLKioYpXDXNM7jI6OSEhOSU1MUJsF9QeVaEzfvub0GudjYQeNG+vXrt2zZsvDwcAA4evTomjVrVq9evXTpUjc3tzFjxowYMSIkJGTgwIErVqwICgp6+eWXAUAIsXfv3uTkZD8/v9mzZ7/66qvdu3d/6qmnVFUVQkycOLFnz57btm2Li4vr3r37ggULOnTocObMmWeffTYmJmbMmDFPPvnk+vXrly5dGh4ebrVaZ8yYwTkfgUbG5wAAIABJREFUPXr0Rx99VF5ebjKZYmNjR40aZWdnB3fU1tbOmTPnueeea9asGdyRlpa2dOnSmpqaRYsW2djYzJw5c/Xq1YyxUaNGzZw5s0mTJiNHjhw4cODmzZvnz5/v6ek5cuTIlStX7t+/Pzs7W5IkSumcOXPefvvtnJycJUuWEELgZ45nZy45tEsTghACvwsichTDW3Z0VOUX160tr62VGYNfgoiU0iUjnv3+8qWPD32jlxX4KY3zDhERqsZPXslEgPF9Hymrrt58+JBOluGuaZzHR0YlJSYkp6YoTIL7hSr4wGZtnmvbnVECjRjp16/fypUrg4ODAeD48eOrV69+7733li5d6unpOXz48MGDB0dGRgYEBGia1q5duy5dusAdNTU1Y8eOjYqKOnPmzMyZM1u1agUAmqZNnDixXbt2H330UYcOHdzd3RGxVatWH3300YQJE8LCwp5//vl27dr98MMPa9eu1ev1iDh06FB7e/vo6GjOeUxMTGRk5NKlS8vKypYsWeLj4wP1fvjhh+3bt7/22muKosBPzZs3z2g0jhs3bs6cOatXr5ZlefTo0S+99FLTpk1Hjx7dtm3bY8eOffDBB9XV1ePGjVu2bNnBgwevXr1aUVHRoUOHJ554YuvWrfv27Vu9ejWlFH6qwmya8eXmrPJimTH4AxBRFXxwTPtAyWHG+vX5ZaWyJMEvUTkP8vBc+tzI1z/dcvLqFUWS4EcEokFRese23nvqZLXZHOkf8NzDD8/9eKNFVQkhcHc0zuMjo5ISE5JTUxQmwf0CESXKXuv9txgvf2jESJcuXUaOHBkQEODg4FBaWrp27doPPvjg9ddfd3d3Hz9+/LRp07y9vceNG2c0Gn18fCRJAoDy8vILFy64urq++uqrDz/88IULF5ycnMaMGVNSUuLr6zt16tQ+ffrs37+/devWw4YNMxqNTk5OI0eOnDp1apMmTUaNGvXMM8+sWbNm/PjxzZs3N5lMH3/8cVVV1Zw5cyoqKjw8PLKzsyVJGjdu3OTJkx955BEAQMS33nrLw8PjqaeegjssFsvJkyc9PDzWrl0LAOPqLViwICQkZMKECYMHDw4KCpoyZcrUqVPXrl07YcIEPz+/v//97x988MHevXuzsrJ8fX0zMzNnzZq1ePFiT0/PGTNmwM9UmGvf+/7A8exMi6bJjMEfgAAq1x6LbhNh4z597bqbJcWKJMEvsahql+iYkb0TXlj3fkllpcQY/IjGeeuwMImx7y9dAoDXnnxqX9rpoxcuyIzB3dE4j4+MSkpMSE5NUZgE9xEr1+IDm8zslqgwCRorMn369NzcXEJIaGjoI488cvr06eeee27nzp329va9e/fOy8tbvHhxQUFBZGTk5MmTXVxcACA7O/u1114rKCho167d9OnTS0pKFi9eXFBQEBERMWnSpJ07d7Zv395gMLz55ptGozE2NnbMmDEbN25MSEjw9vZes2bN0KFDL126tG7dOk3TEhMTExIS3nrrrczMzMDAwMmTJ3/++eeHDx8ODQ198cUX3dzcAMBqtW7atKlbt26BgYFwR1VV1eLFi9PS0gIDA2fOnOnv779y5cojR46MGjVKkqQ1a9Z4e3vb2dmNHTs2PT39gw8+cHJycnBwePnll9PS0oqLi/v27btkyZJr164FBwdPmTLF3d0dfiqrrPjd71O6hkbpJXnv5bPphTkAwAiF3wsBrFxLaNI81sX/1Q8/upibo0gS/BKz1Trh0X6BHh5zPvwnoZTA/0JERZZ7x8Z+c+6csbo6Niz88c4PzdywnlEChMBd0DiPj4xKSkxITk1RmAT3EUSkhL7Y9ZFOQRHQWBFEhH/HZDIZDAb4KbPZrNfr4Y7a2lobGxv4KbPZrNfr4ZcIIVRV1el0UM9kMhkMBqhnNpv1ej3cBZPJZDAY4A6z2awoCqVUVVVZluEOTdNoPfgps9ms1+vhZ7jAtScOfpaeqpOkVj5BfZu0KK6t+uLCyfwKI6OEEgq/l8q1h0IiO3mFzf9o47msG4osw88IIRRZWvbc6NQrl9d9/bVeluFHVE2LDQ3TK8rxSxf1svzKsOFbjx09dfWqIklwFzTO4yOjkhITklNTFCbB/UUTPNrTb0HvITpJhkaJICL8fz91taRwxlebLZoKhKhcM8hKj7Bm7fxCMwpzv85MrzDXSowR+J1UrrX2D+kd0Gz51u1HL5zXyTL8jCaEm739spGj3t2z5/ili4okwR0IQAlJbNch5WxaSWXlgLiOYd7eK3d+wSiFu6BxHh8ZlZSYkJyaojAJ7i8IWGdix94JTVtAo0QQEf6/H0GAFUe+2pt5VmES1ENAlXMvO8e+Ea0Cnd0OXj3/3c0rKucyY/C7qJxHe/slhrb8x+c7U86d1ckygf/LqmkPRUeP7dN3ypo1pZUVjDG4gwvRxMfX183167Q0N3v71558auGnW4oqKigh8O9onMdHRiUlJiSnpihMgvuOynlTN++Xew5ws7WHxocgIufcaDS6urpWVlaeOnUqPDzcx8fn6tWrQUFBiqLAAya9IGfBgR1VFhOjFH6ECyEQw928Ho2MlSj56tLZjKJcRiglBH47VfAQF49hzdpv3Juy7fgxnaIQ+L8sqjq2b99If/8Z69dzISghUA8RGaW9YmNPXblys7h4dEIfAFj39T6dLMO/o3EeHxmVlJiQnJqiMAnuRyrXxrTv8VizNoQQaGRIbW3tihUrFEWZNm3ahg0bysrKJEmKjY3NyMh49tlnFUWBB8yx7Mw3D+82qSqjhBEKP8WFAALxgU26hUTdqjLuunj6VpVRoowSAr+RKrivg8uIlp0/Szm06dtDiiQRQuBHEEBwvihpxJVbee/v3auTZbhD1bSogAAPR6dDGem+Li4vDRk6+8MPq021lFL4lzTO4yOjkhITklNTFCbB/Yij8HVwWdnvKRtFB40Mefvtt1evXp2YmLhw4cLXX3+9R48eu3btkiTp6aefDgkJgQdMaU11au41B53hbH72dzevFtVUSJRRQuBHEEDlmp2i7xUe3dov5ETO9UPXzldazBJjBH4bTXAXG7vxbXvsO5763t4vZSYRQuBHNM49nZxXjB6dvHv34Yx0nSzDHVyIAXFx32acL6owTn1swI2Cgu3fHdfJMvxLGufxkVFJiQnJqSkKk+B+hICIMKVTQq/wGGhkSHZ29rZt20pKShYuXHj48OFDhw6VlZV16NBh2LBh8OBZf+LwxjPHIty94wObhLl6XSjKPXT9YmF1BQBIlMGPIKKVa/5OrglNW/g7un516czp/CxVcJky+C00IRz1hgntex1OTVv15S5KKCUEfsSqae2aNJk6YOD0detyS4tlJkE9gejr4toiOHjb8WMdIiIGdYx/7ZPNGueEEPh1GufxkVFJiQnJqSkKk+A+ZeVae/+wOd0fUyQJGhOCiKtWrcrPz1+0aBEAZGVlbdiwwcPDw9nZOTEx0dbWFh4YBVXGufu3ZZeXIAECxNVg+3CTmKbuvtfLio5mXbpWWkQpYYTCj2hCEIBwd68BzdpaNW3PpbTMkluUUEoI3DVNcBtZNzHu4bPnM5ds34oIlBD4EZPVmtS9R2x4+KwN67kQhBAAQLite4sWmXl51/Lz33x25KdHj6RduyoxBr9O4zw+MiopMSE5NUVhEtynBKLCpDk9HmvtGwyNCUHEd95559atW4sWLQKAzz77LC0tLSAgoKampn379p06dYIHxleXz6w8uk9mDOohopVrnnaOcYHhsT5BRTVVKVfSr5cXaVxIjBIgcIcmuMKkdv6hvcKjr5cV77p4urSmilFGCYG7w4UwyMqY9t2vZt5cvO0zi6ZJlMIdiEgIef2ZEVkFBSt3faGXFaincR7s5RXm7b3v9OmHoqN7tmj18sYPdbIMv07jPD4yKikxITk1RWES3L+sXHskotWEuF6MUmg0CCK+9dZb+fn5S5cuvXz58t69e6Oiok6ePCmE6N27d5s2beDBYNa0l/dtySjMlSiDH+FCCEQ7nS4uMLyDf1il2XQ0O/PcrRxNaIxSAgTqIaLKuaPBpneT5jFe/qk51w5ePV+rWmXG4O5wFBJlz7bpUn6rfMEnm2stFkYp3MGFsDMY3h499qNvDqSkpSmyDPVUTUvs0OH01aulVVXzn3zqg6+/vph7U2YS/AqN8/jIqKTEhOTUFIVJcP8SiLaKbmW/p70dnKDRIIh49epVs9kcHR19/vx5nU4XEBCwb98+nU7XtWtXRVHgLhw6dGjr1q3Ozs6jR4/29/eHOzjnGzZsiIuLi4qKysnJWb16dUxMzNChQ6GeyWTatGnTDz/80Lp162effZYxBgCUUmgI2eUlf9+90aqphBD4GURUBTdISlu/4A6BTSghR25cSsvPrlUtEmWUEKiHiKrgAU5uj0a2cjXY7ss8dzo/W6CQKIO7IBAlSh9vGcdLzQu2bC6vrpYlCe6walpsaNgLAwfNWP9BbmmJzBgAIKKrg0N8VNQnhw8/3aOHs63du1/ukSUJfoXGeXxkVFJiQnJqisIkuK9pQgxvGfdUbGdoNAgiwh9z/fr1CRMmDB8+3MHBoX379l5eXgAghKCUqqo6YsSIpKSkXr16vfLKK7a2ts8884ynpyfU27hx486dO5OSkiRJ6tmz57vvvtupU6eWLVtCPc45YwzuEEIAAKVUCEEphTuEEGazWafTMcbgD/jw1JHNZ7+TKIVfh4iq4DpJinD37RHazEbRnci5+n3OtQpzrUwZIQTqaYIDkGhP336RsdVW85eXzl4pLZAoo4TAvyMQAWBgdBsnVZm/6eMCo1FmDO4wq2pS9x6dm0X/fe0ai9VKKQUALkSX6Ji80pKSysq5w5987ZNN5dXVhBD4JRrn8ZFRSYkJyakpCpPgvmblWgvvgLk9B9koOmgcCCLCH5ORkTFp0qR//OMfERERAHDjxo1Vq1bl5+d36NDh2WefnTJlSlJSEud89OjRrVu3Xrp0qZ+fH9R755130tLS3n//fcbYuXPnHn/8cR8fn2nTprVr127FihXXr1+Pjo6eNm3avn37vv/++7Kysscff/z06dPff/99QEDAzJkzc3NzV61aVVlZ6evrO3fu3EuXLr3//vsWi6Vfv36DBw8mhMBdq7Va5h/YnpZ/U2EM/h0EEHUQm3n6dQ5u6mXvdDrvxrc3LhnNtQSIRCnU04SQGe0W0qxjYHhm8a2vMs+W1lbLlBFC4F/COgAJTZsHy07zP/74RlGRTpahHgKomjZ3+BPl1dUrvtihyDIB4EJ4OTvHhobuTE2d3C/xVlnZZ8eOKpIEv0TjPD4yKikxITk1RWES3NcEokGWX+4xoIV3IDQOBBHhj9E0bfny5Xv27BkyZMjjjz8+e/bswMDAfv36vfLKKwMHDjx69OiQIUNatGgxatSoAQMGPP744yUlJVVVVd7e3uXl5S+//LLRaJw4cWJcXNyoUaP69u07YMCApUuXmkym559/fu7cuV27dr127Vp6evqyZctcXV2zsrKqq6uXLVvWsWPHCxcudO7c2d3dfdWqVa+//vq8efOGDBni4eGxaNGipUuXNm/eHO5aWn7WggM7LJpKCIG7ZuUaI9TPyaVXWHSAk9uFwrwj2ZfzKsolSikhAICIquCOept+kbFN3L2O3sg8mnXJrKkSZfAvIaDGeffwZm2cA1758KPLebk6WYZ6XAhHG9vlo0ZvOnxo76mTOlkGAFXTerWKzSosNKvW6QMHz9yw3qKplBD4GY3z+MiopMSE5NQUhUlwv7No6si23f7WvD0hBBoBgohwL5w+fXru3LlxcXF79+6Njo52c3O7efPmww8//O233w4ZMqRr164jR45MSkp66KGH3n333WPHjk2ZMqVNmzaqqm7ZsmX9+vUrV65ctWrVkCFDunfv/sQTTzz55JN9+vRZvXp1dna2vb29ra3tpEmTzGbzu+++e/Xq1aysrNatWxuNxjZt2ri7u3/00UfDhg2bP39+9+7dJUnKzs6eNm1aq1at4K5tOnN8w8nDOkmG304gapwHOLvGBYTHePlfLy/efyUjv7JcCCEzBgACURM81NWzb9MWzga7Ly6czCjMRUSJMvh1CKAJHhcQ3sO36dyNG89cv65XFKinalpMUPCrw4fPXP/BlVu3FElCRDuDoWeLlju+/+6FQYNOZl79Ou2UTpbhZzTO4yOjkhITklNTFCbB/Y4L0cTN642+w/SSDI0AQUT4YzjnlZWVzs7O8+bNKy4uzs/PHzFiRJ8+faqrq/V6/ZgxY4YPH967d+8RI0Y8/fTT3bp1M5vNmqbp9XqLxUIpRcShQ4dOnDjxs88+GzBgQN++fcePH9+2bdsRI0bMmTPHxcVFVVWDwTBp0qSDBw8mJydv2LBhxYoVkiTFxMS89dZbzs7OL774ooODw+TJk5cvXx4eHm42m+3t7QkhcHdMqnXqro03jSWUUvi9NCEQhbPB7qHgpi18AouqK7+9celScT4iMEoJgCY4JaS5d2Dfpi2Mpprdl85kl5cwSikh8OssmtrGP3RAWKt5Gz/+4fIlnSxDPZPVOqhj/MOtYl9cv86sqpQQTYi4iAhjdbWdwfBIm3YLP/1EIBL4vzTO4yOjkhITklNTFCbB/Q4RZSa99egTwS4e0AgQRIQ/pri4eOrUqTU1NVardd68eTdv3ly3bp2Pj4+vr+/MmTNXrlx57ty5N998c+HChUOGDHnooYfgjgMHDqxYsULTtICAgCVLlnz88cfbtm3r379/ixYtVq1a5eTkVFlZuXTp0k8//dTGxmbcuHGZmZmzZs3y8PAoLCz09/cPDQ3du3evj4+Pp6fnpEmTPvrooyNHjri7u3fo0OG5556Du5ZRmDt77xaOggCBPwYRVcGd9DatfYM7BjWptVpTrqRfKr5l4apMGSFE5dxGUToHNX0oOOLcrZtfZZ6rMNfKlBFC4FdYNS3G239YVIc3Nn/yTfo5vaIAAN4GrwwbXmMxL976mSJJAtHBxqZLs+h9aacXPp30/r69l3NzGaXwUxrn8ZFRSYkJyakpCpPgAcCFGNYy7qnYztAIEESEP0YIkZeXV1BQEBYW5uzsDAB5eXkFBQWBgYFubm6apuXk5Hh5eVFKJUlijMEdVqv12rVrmqZFRETIssw5v3z5sk6nCw0NLS4uzsnJCQsLc3BwsFqthBBZlgGguLi4oKDA39+/trb25s2blZWVsiwvWrRo4cKF7dq1y8zMNJvNwcHB9vb2cNdW/3BwR8YJiTG4RwSiJrhBUlr5BnUNieKCH83OTMvLMqlWiVFE0AR3t3Xo27RlqKvntzcuHs26bOVcohR+hVlTozx9k1p0WvHZ9r2nT8mSRACEEHqd7p0xY3d89/2O74/rZFnlPC4iotps9nBwbNek6cJPP9HJMvyUxnl8ZFRSYkJyaorCJHgAWLnW2jd4bs9BiiRBQyOICH9NX3755datW4UQ7dq1S0pKsrW1hd9OE2J+yvbvc67qmAT3FAJonCsSa+4V0Cm4qb1iOJp1+WTu9UqLmVFCgGiCN3HzfjSylULZnktnLhTlIYBEKfwSK9dCXb2eadHpgz1fbTt+TJEkQohV0yL8/F5+fPjcTRuv3rolMaqTlYdbtTp24cLMwX9bufOLm8XFEmPwIxrn8ZFRSYkJyakpCpPgAcBRuBrs5nQf0NTDGxoaQUT4y7JYLJxzGxsb+L2ulxa9dnB7QVWlRCn8ByCgyrnMpGBnt4QmLZxsbNPysn64ebWoplKijAshURrrG9w3okVeRflXmWdzjKUyZYQQ+Bkr1wKcXJ9p9dDWlEOfHDlMCKWEWFR1YMf4xzrETV7zXpXJhIitw8I5imb+AbIkffD1PkWW4Uc0zuMjo5ISE5JTUxQmwQMAATTO53Tv3yk4AhoaQUT4w7Zt25aSktK8efMRI0aUlJR89tlnTZs27dmz5/79++Pi4lxcXKCxOpOfveibL8yq1co1BGCEMkrhXkMAUQcxzM2zY2CTUBePC0V5h65fLKquQIQ6toquZ3h0a9/gM/lZKVczKswmmTJCCPyUJriHveMzLTunHD+xbv/XtA4hFlV96W9DKKWvf/Ypo1QnSb1jW1/KzR3dp8+rGz+qtVgIIXCHxnl8ZFRSYkJyaorCJHgwWLj6TGyX4a06QkMjiAh/DCIePXq0qqpq7dq1vXv31ul0Dg4O2dnZ7u7umqY99dRTjDFolBDgUnF+SXVllcWcU1GaV1GWW1FeUG3kXDBKyW1AgMC9owpOgbgY7B5uEhPh7nO1tPBY1uVrZUVAABHdbOwHRbf1cnA+ePX8DzlXNSEkSuGnNMGdDbZPt+p0+uzld7/cwwUHAL2iLH1u1L7Tp7YfP8YojQ4KMshKp2bNLufm7D5xQpEkuEPjPD4yKikxITk1RWESPBi44C28g17tNVAvydCgCCLCvcA5nzVrVmBgoL29vSzL6enpVqt1xowZbm5u0FiZVXVeyracirJQN08XvU0Td29HvY1ZVYuqKy8V598oL66ymCyaqnJBKWGEUkLgXkBEC9e87BzjApvE+gYWVlWmXM24Xlakco0Q0szTr0/TFoyQzy+culpSQIAwSuFHOAobWfd0y07Z1/OWbPtMEwIRw319FyeNmPPxR+k3btjq9T1btiw0God06vzSPzcgIiEE6mmcx0dGJSUmJKemKEyCBwMiOugMawaNtNPpoUERRIR7ITk5efPmzevXr3d0dNy9e/e1a9eaNWvWp08fZ2dnaKyqLeZR29caa2sEICIYZFknyY56Q0vvwEBnd3udngC5VVWeYyzNqyrPNZZVmk2EEEYJAQKEEPhDuBAC0U6njwsM6+AfXmGuOZadefZWjlm16iQ5LiCse1iz/Iry3ZfSblVVyIwSIHAHF0Jh0hOt4qsLKl7bstlktVpVtU/rNkO7dJm2dm15dVXLkBAnW9vOzaK/zcg4nJGuk2Wop3EeHxmVlJiQnJqiMAkeDIgoUbaw99+aeflDgyKICPdCUVHR8uXLZVmeP3++0WhcvHixXq/X6XSJiYlRUVHQKGWVFf9990aVa4QQAEAAQEQALoRAYZCVUFdPd1sHXwenIBcPAlBttVwvK8wsLiioNppV1aKpCMAIrUPgd0JETXCDrLTxC40LCAeC3964fCY/q9JscrWx6xUe3do3+PucqweunK9RrTKjBAjUQ0QAeKJVPKvUXvpwQ7XJRAiZOmCgnV4/b/MmidK+bdtKlIb5+C7dvo2S2wBA4zw+MiopMSE5NUVhEjwwhBBPxnYa1rIjNCiCiPDHIGJVVZWDg8PatWsPHz68YcOGTZs25efne3h42NjYEEKGDBkCjVLKlYyVx/YiAIFfgIgaCiGQUWIj6xTGglzcW3oHOhtsbRVdlcV801iaV1meW1FaUFWhcU7rEEIACCHwGyGiKrhOkiM9fLqHNrORldSca99lXymtrQ52cX8kspW3ndP+qxmpOdcQkVEK9RCRo3i8eZyL0L20YX2h0Wir060cM/abc+kfHkxp4uvbLCCgW/MWq3bvyi4qYpQCgMZ5fGRUUmJCcmqKwiR4YFg0rXto1MxuidCgCCLCH2M2m+fOnZuTk1NSUjJp0qSQkJCjR4926dJlw4YNADBgwIC2bdtCo7TuxKGt6akSpfDvICIACESOAhG8HZwCnVxdbOzDXT2dbWwtmlZUXXG5pOB6aWGV1WxWVZVzSgijlBICdw0BhBAI2MzTr1NQUy87p1N51w/duFRaU9XKJ/DRyFYWje+8eOp6aRElhFEKAIioCj6keYcAyeGFdWtziotDfXwWPp20eOtn57Oze7Ro2dTPDxHf2b1LL8sAoHEeHxmVlJiQnJqiMAkeGFautfYNmddrkMwYNByCiPDHIGJ5eXl2draXl5e3t3dZWRljzNHR8datW5xzPz8/aKxeP7Tzm6sXdJIEvxFHwYVABL0kGWTFVtHH+gYGOrnZ620oIQVVxlxjWW5laW5FudFUSwlhlBAgQAiBu2LlGiPUz8n14fBoP0fXC4W5B69dKK2t6hwU0Ss8JrMkf19memF1hcwYAYKAKueJzVpH2XrO2rD+Qk7Oo23bjuj18Ph/JLvYO7QICurWvPnrWz8rMhoZpRrn8ZFRSYkJyakpCpPgwYCAGheBzm5zew70dnCGhkMQER5IVq69un/b6bwbCpPg90IAQEQAjqKOXlZCnN097B197J1DXN0poVUWc3Z58cXi/MKqCpNqtWgaAjJC6xD4NwSixnmAs1tcQHi0l9/1ssKvLp8zqdaeoc1a+gYdy8r89salWtUqM0YArFzr3bR5a2f/ORv+eS47a8agwR5Ozi/9c/2j7dq3CgnJzMvfcuSwTpY1zuMjo5ISE5JTUxQmwf1IIAoUAutAHYlRHZMZoS42Nn/v3DfSwxcaDkFEaATy8vJu3LhBKW3SpImbmxvcHUQsLCx0dHTMzMz09fV1c3ODu5ZXUTb/wOc3jSUSZXCPICAXggvBKLWRdQqTAp1cm/sEutnY2ym6Kqspp6Isz1iWW1l2q9Kock7rkDpAgMCv0IRARGeD7UMhkS29A/Iqyw5fv1hpNg+OaeegN+y/kp6Wn42AlBCV807BTbt4N1m4aVPatetvjRp18krmnpMnn+vV28PRYcGWTyyqyoWIj4xKSkxITk1RmAR/WQgICHUQABEFIgIiAiHgamPvYWvvZLDRSYpBVjztHDzsHHSSzIWI8PDxtHOEhkMQERqBBQsWpKSkeHh4mM3mxYsXR0ZGwo9cuXKlpKQkLi4OfspqtS5fvvzhhx9etWrVsGHDevbsCXftQmHuom92lpuqKaHwH4CAgCAQOQpA8LBzCHLxcDbYNHHzdrGxtWpaSW3VxaL8G2VFFWaTWVNVzikhjFJKCPwMIqqCO+lt2viFdAwMr7SY92em62W5R1gzs6p+ceHUzYpSSggXoq1/aK+AqCWbP8ktLV01dtwbW7ftkhgPAAAgAElEQVQySsc98sh7X+75/vJlAhAfGZWUmJCcmqIwCf4iBAqO/wXqyIwpTFIYo4Qokuzv6BLo5OZiY28jKzJjelkRQlRZTBVmU5mppspqMppqjKbawqqKKZ36dA2NhIZDEBEagRkzZvj7+48fP37kyJExMTFTpkz56quvLl++3Lp16zZt2rz66qsXL16cPHnyQw89dPLkydTUVH9//759+2ZnZ589e7Zbt26zZs0aPnx4jx494K6dyLn2+qGdFk2jhMB/nkChCYEIeknSyYq9om/uHRDq6mGvGBghhdUVORWleZXlOcYyo7mGAKGUUCBACIH/JRA1wQ2SEusb1CUk0qSqJ3KvOeoMsb7B18oK910+V2qqBoAoT98BTWLf2bqj1mqZ8Ei/pdu39WrVysfVdeb6DxAwPrJZUmJCcmqKwiRoTBAQEOoggMB6gHUYpW429u52Dg46g15W9JLs6+DsamunY5JAtHJu1qyltdVF1ZVFVRUltdW1qlXjmlVwTXAuBCJQQighVq6N69BzUEw7aDgEEaEReOmll6qrq7t27frhhx9Onjw5Pz//wIEDXbp0+fLLL4cPH378+PGMjIyJEyd27dp1z549paWl+/bt69evX2Rk5NSpU1esWLF27dqhQ4f26NED7trxrMz5Bz6XGYM/FwIAIgIIFFwInSSHuHh42Dl62zuGuHpIVKqxmrPKii+X3MqvNJpVq1lTEZHROoQAAQAE1LhQGGvuHdgpqIlOkjOLb7nY2Hk7OB3Lunw8+0q11dLU3XtYVPu1u770cHYO8fI6kXn5sbiO/9izOzUzs1tM86TEhOTUFIVJ0HA4CiEQAesQIDJjiiTJlFFKdZIU7Ozu5+jqYrDTS5IiyXpJVoVWbbEYTTXlpppKi6nCbCo3VVeYTVUWE0ckAJQQAuQ2qEcIgZ9QOe8X1Wp8h16EEGggBBGhEZg1a1Zqamp1dXWfPn1mzJgxdOjQkJCQ2NjY/fv3t2jRwt3d/caNG6+++ioAnD59+ki9oKCguXPnTpgwYfz48evWrRs6dGiPHj3grh28dv71b3bqJRkaFAJwwblASoiNoihM8nd0beUT6Gprb6foa1RLjrE0v7LsprGsoMpo1TRah9QBQFAFV5gU7OzeMzzaXmeoMNe629rXWq0pVzNO5d3wcXQZFdvli0NHY4KDswsLw318rxcWrPhix0NR0Un9E5JTUxQmwX8SQh0EhDoIILAeYB2JMg87BzdbewedQSfJtrLOx9HZxWArM8YFqkKrVa2lNdUFVcaS2qqSmiqzpqqcq1zThNCEAABKCCW3UULg7miCdwps+mLXfjJj0EAIIkIj8NJLL4XXW758+aJFi2bOnNmtW7e4uDghRGBg4K5du27evLlgwYLc3NzJkyc/88wzGRkZ5eXls2fPfr7e+++//+STT3bt2hXu2o7zJ//xXYpOkqDRQEBAEIBcCET0sHMMcnZzsbELdfFwt3Wwcl5SW5lZUnC1tLDSVGvSVFVwAkCAAECYm2eHgLAQFw8bWSdTerE4//PzJzUuRrfpeu78lWBvryv5+XGRkSNXroj0CxjxWJ/k1BSFSXDvIICog4iAdQghCpMUJkmMMSA2ihLk4u7v6Oqot9FJko7JOkm2crXSbDaaa42mmiqrudxUYzTVVJpNVVazQEGBEgKkDhACAAQACIHfTxOijV/w7G6P6WUZGghBRGgEpk2b5u/vP2XKlJkzZ6qqGhAQkJaW9uijjwoh+vfvn5KSsmrVqlGjRvn4+CxatGjo0KGHDx82mUxLly59/vnnZ8yYsWnTJsbY3LlzbW1t4e58nHbsw9NHFCZBYyVQaEIggk6SDLJskHUtvQNCXD0ddAaZssJqY25FeW5FaW5FeZmpWhNCItTN1r5baFRLn0A/RxdNiG0ZqafzbjweEwc1qq3ewAXflZqamZMzenBicmqKwiT4jRAAEKEeAggUAhEAEFFhkoedo5utvb1Or5MkO0Xv6+DiqDfIjHEhrJzXqpbi6srCmsri6srS2hoLV1WuqZxrQnAhgAAFQsltlBD4D+BCNPP0m9trkK2igwZCEBEagYyMDL1eHxYWVlxcfPHixZYtWx44cODSpUtRUVG9e/cGgB07dhQVFT3++OMXL15MS0sLDw9HxE6dOmVmZkZERJSVlR09evSRRx5xdnaGu/PBycNbzn6nMAkaPQQARAQQKLgQCpOCXdy97J087RzDXL1kRqutlhxj6cWivLxKo9FU42Swae0b3LtJ80hP36vFBTsunGrp5R/h4q1XlJOZmZ9+e2TQw13ePXlQYRL8SwgoBApEBKxDCNExSWGSxBglxF5nCHHx8LF3cjTYKozpJElhkllTqyzmclNNhbm20mI21taUm2oqLaZqqxkACBBCgNQBQgCAAAAh8CfhKEJdPF/vM9RO0UMDIYgID6R3v9+/4/wphUnwV4MAXHAukBJioygKk3wdnFv6BLnb2tvrDCbVklVeetNYUlZbHejs1i0sKsLNJ73gpq2iD3X2qLVYth454ubjujbtsMIkAEAAQIR6CCBQCEQAEIgGSfG0d3S1sbVTDDpJctQbfBycHXQGSpkmuMq1aquluLqyqLqiuKaqrLbayrmVa5rgmuBcICFACKFAKLkNGppA4evg8tajT9rp9NBACCLCgwcRVxzduy/znMwY/JUhICAIQC4EIrra2Ie6ejgZbMNcPd1t7WtVa63VaiPLYW5errb2MmUKZTklJWeLcpYf/0phEiVUkSSFSRKllBBng22wi4ePvZO9Tq9Ikp7JEmMmTa00mYzmGqO5tspiLqutrjDXVphNtaoFAAiQOpQAAQJ1CAAQAo2RQHS1sXtvwLM2ig4aCEFEePBoQiw7vOebGxdkyqCBIPwPhDoIvwjhvyEgINRB+C8IAAgACACIcJtA1AQXiDom6SXFXqeP9vJr4ublaecU6OzmZe/ECKGUnsnL2n7+pL1O72xj52PvZK/oCSWaECrXqizmwuqKourK4urKCnOthWsq5yrXNBR1CCGU3EaB1IG/FIFop+g2DBlrkBVoIAQRodGorq6+dOlSSEjI559/LsvykCFDfvjhB19f37CwMLinVM6XHN51NOuyRBncNQQEBIT/hoCAUAehDiJCHQSEeogAgPBfCCEABMhtAKQOAPkvAJTUA0LJbZQQAqQeECASYwplMpNkymTGFCbJjMmMyYzJVFKYpJMkhTGZSTKTJMokSiVKCSGUUAIgUAhAmTJfBxdbReeot3HQGwqrKr69fqnCUlNhNlVaTOW1NUZzbaXZVKtaCQECpA4lhEA9AgQI/PUhokFWPhw6ziAr0EAIIkLjIIR45ZVXbt261b9//5KSEk3TbG1tS0tLk5KSHB0d4Z7SOF98ePeh6xckygAQABAAEOogINyBCP+FEGCUSoQxSiVKGaUSpYwyiVJGqUSYzJjMmESZTBljVCJMopRRyiilhEiUSZTJjDLCZMYkyiRKJcYYIZRQiTKZMUoIJbdBHQQE5IhccIGAKAQC1gEhEBCRoxCIGueq4CrnKtcsXLNoqkXTTJrVrKq1qqVWtaqcAwACakJwIdr5hQxvFS8Ab1WWf5x27HxhLiOUEELJbRRIHbh/CURHvc3awSNtZB00EIKI0Dhs27Zt/vz5cXFxiYmJOTk5FoslIyNj0qRJ0dHRcK8h4hfnT6XmXrNRFJkymUkylXSSpEiSwiSZMokxiVKJUEYpJRQIUCBACAUg9SgQqEMAbwMEFAI15JwLDblV0yxcs2qaSVMtmspRCLxN4G0CUaAQgJwLjkITQhNc5VwT3Mq5yjUr16xcs2ialWuI8L8IEPi/CBCoRwgAEAIABAgQACAACKBy7m5n/7eY9l72jn4Orm9+u7uJm5dBkj9NT5UZgweGQPSwdVjVP8lWp4cGQhARGoEjR4588sknsbGx6enpr7322pdffnnp0iUnJ6chQ4Z4e3vDf0BGQc610kIghAvBBdeEULmmcm7hmlXTzJpq1lSTajWpao3VbOUaAiAgIgAgAgACAt4GgHUABd4m8DaBiIACUeBt8L8I1CME/gcBAgCEQB0CBAgQIABACBAg8AcIRATsHBTRPTQqLT8r2MXjWknhtvMnwlw8n2nz0LJv95g1lRACDwaBws/RddkjT9jp9NBACCJCQ7t169aTTz4ZEhKi1+vPnTu3Zs2apk2bvvXWWyUlJXZ2dh07duzatSvca+99f2DL2e8USYI7CNQhAEAI1CFAAIAQACAE7gKBegQACDQwBFC55mHn8LeY9o56m42nj0V5+jZx8/rH9ymEABdiUnzv1JvXvs+5KlEGDwYuRKir5+sJQ+10emggBBGhoZWVlX377beImJqaevr06bVr12ZmZp44cUKW5djY2HPnzk2aNIkQAvfUpjPH/3nqW4VJcN8RKABIXEBYQtMWJ3Ku77p0uomb99OxnVYc3VtSU8Uo1QSP9Q3uGhK17Ns9MmPwYOBCRHr4zus1yE6nhwZCEBEajZSUlL17906fPn3z5s0DBgzYuHFjdXV1+/btH3vsMbjXdl44ter41zpJhvsIAmhcc7WxH9K8g6PesP38ifOFuV72TpM7JmxNTz1XcFNmDAAQUMfkv3fu88mZ766VFkqMwQNAE6KlT+DLPQbYyAo0EIKI0GhwzjVNs1qtJpPJw8PDaDSWlZUFBgYyxuBeO3T9wsKDX+glGe4XAlEgxgeF9w5vfjo/a8/FMxauyYyOa9/zprH08/MndZIEd6hcGxTTDhC2ZZyQGYMHgCZ456CI6V0elRmDBkIQER5I32Vfee3A55QSAgT+4hBA5Zq7jf2g5u1dDbafZfyQWVwoM6ZyrX9Umwh3r5XH9nEhCCFwhyZ4sLPHU607LTu8x6yphBC431m59niLjiPaPAQNhyAiPJBO5914/ZudtaqVEgJ/ZQIRENsHhvVp0vJ0/o2vLp81a6pMmcp5cy//gdHtVh7bW2GuZZTCT2mcT+6ccDzrysnca4wyuN9ZNHVKpz59I1pCwyGICA+kzJJbCw9+UVxdySiFvyYE0LjmbGM3JKaDq63t9owTF4vyZcYIEI7CUWfz9859dpw/cTovS2YS/IwmePuAsPb+YcuPfKWTJLjfWTTt5R4DOgc3hYZDEBEeSEU1lfP2b79eVihRBn9BAlEgxgWEJTRtce7WzV0X0yxclSkDAEQkhIyP65lbUbb1XKoiSfBLEFEvK1M79f34zNHrZUUSZXD/QkSJsVnd+rfzD4WGQxARHkia4K/u33Yy97rCJPhLQQCVa2429gOj23raOXyWnnqp+JbMGIH/ZuXao5Gtwlw8k7/bD4QQ+FWq4ENjOpi5+sX5UzJjcP/iQrja2s3q1j/SwxcaDkFEeFAtPbx7/9UMhUnw1yEQAbGtf2jfiJbnbt3cc+mMSbXKjMEdKufRXr5PtIxfcWxfcXUloxR+ncZ5qJvnsBYdlx3ZY+UaAQL3KU3wYBePuT0Hedg5QMMhiAgPqo9OH9189jgjFP4KEEDjmpPB9m8x7T3tHLZlnLhQlCczRoDAHVwIJ4Pt5Pje28+fOJN/U2EM/iUEEEJM7dzn4LULZ/KzGGVwn7JoWnv/0Fd7DZIohYZDEBEeVN9lX3nj0E6OSKCxE4gCRXv/0L5NW6UX5uy6eNqsqTJl8CMIdXBM+575FWXbz59QmAR3QRM8LiC8rX/IiqN7FSbBfcrKed+mLSZ3SoAGRRARHlSFVRXjdnxg1TRCCDRiVq65GOwGxrT1snfann7iQlGuzBgBAj9l5VpiZOsoD58Vx/dpnFNC4C4goo2im9Ip4Z+nvr1pLJUog/sOAgDi6PbdE6NaQ4MiiAgPqlrVOm77upLaakoINEoCb2vjF/JIRMsLhXk7L542aVaZMvgZlfNoL7+/xbRfcWxvhamWUQp3TeV8WMu4Wqt1x4VTCmNw30FEmbG3Hn0y2MUDGhRBRHhQWbm25PCuYzcyJcag8VG55qi3GRTT3tfBeXtGakZhnswoAQI/w1E46AxTO/fdeeHUydzrMpPgt1A5b+ruPaRFh6WH96hcI4TA/UUgOultVg96zk7RQ4MiiAgPsF0X094+tk8vSdCYCEQuRFv/kH4RrS4U5e28cLpWtchMgl+CiISQcR165leWf3buB0WS4DdCAIFiaqe++6+kpxfkMErh/qIJ0con8JWeA/WSDA2KICI8wE7kXltw4AsuOCEEGgcr15z1tgNj2vo6uHx+/kT6rRxZYgQI/Aor1x6JaNnEzXvV8a+BEAK/h8b5QyGRMV5+bx/7WidJcH+xaNqTsfFPx3aGhkYQER5ghVUV8w9sv1ZWJFMGDU3gbbG+QY9GxGaW3Npx/mStZpUpg1+nct7M0/fJ2M4rj+4tqjYyyuB3QUQbWff3zn3WnzycW1HKKIP7BQIg4uwe/TsGNIGGRhAR/iyHDx+mlHbu3Nlisezevbtt27YBAQFwFzRNO3r0aHR0tKurKyJSSuGndu7caTAYevXqlZ6ejojNmzcXQpB68C8hwoID249kXdZJMjQolWv2esPgZu38nV23Z5xIL8iVKSWEwK/jQjgZbCbFJ3x+/uSZ/GyFMfgDNMGfaBVfWlP95eUzCpPgfqEJEeDk+kqPAb6OLtDQCCLCn2Xu3LmyLM+ePbuqquq5556bOHFi586d4aeEEJRSqIeIhBAAUFX1448/7tq167lz51RVHTRoENQTQlBKAWDu3LkODg5Tp049ePCg1Wrt1KnTO++8M3r0aFdXV/h3Pjnz3YdpRxkh0EAEIheitV9wYmTs5eJbX1w4VWM1y0yCfwkBAHFMhx63Ko3b0lMVSYI/RuU80sN3YHSbt458qQpOgMB9wcq1rqGRL3XtD40AQUT4s8yfP99qtU6dOrWqqmrq1KkvvPCCoijvvfee1WodPHhwt27dli5deuHChQEDBgQFBW3evLm6utrW1nbatGlXrlzZu3fvE088MWfOnMLCwrFjx/bp0+ftt9/Oyspq3779lClTFi9e7OjoOGDAgDfeeGPgwIFGo/H555/v1q3bkCFDbt68OWLECAB4//33BwwYEBAQAD9101g6ZdeHVk0jhMCfzso1J73NgOi2/o6uOy+cOnMrW6aMEAL/jpVrj0a0ivbyW3F0nyY4JQT+MASc1rnv7otnLhblMUrhrw8BAHFku26PNWsDjQBBRPizLFiwYMuWLc2bNzebzZmZmYsWLdq0adPw4cMDAgLmzZs3YMCAdevWvf766yEhIV999dWBAwfefPPN9957r7y8fMqUKRMnTnzttdd27NghhHjhhRcYY9evXy8oKHij3jfffGNjYzNu3Ljp06cHBgb2799/4sSJs2fPDg8PnzJlytixY3U63fLly9977z0HBwf4KYumvrR3y8WifIlS+BMJRIGipXdQYlTs9dKi7edP1FgtMmNwF1TOm3n6Dmne4e1je8tNtYxSuBdUzruGRkZ5+K06/rVOkuCvDxF1svyP/iM87R2hESCICH+W+fPnCyFefPHFioqKF154oUOHDocPH163bp2jo+OIESP69OmTlZV14sSJ559/Pjc3Nz09/Y033khNTV2yZMmqVaumT58+c+bML7/8UpblKVOmFBQUvP3227W1tampqXPnzj1z5ozBYJg4ceIbb7xhZ2c3ZMiQiRMnvvnmmwEBAWvWrMnLy7O3t9fpdBMnToSfQYCt6anv/3BAJ8nwZ1EFt1N0A5q1DXP12JZx4tytHIlSQgjcBY7CXqef1vmRXRdPn8i5JjMJ7hFEtNcZJsX3fj/1YEFVBaMU/uI0ISI9fBYlDNVLMjQCBBHhzzJv3jxZlmfNmlVdXT127NiePXt+8cUXy5cvd3d3f+KJJ1544YX27dvv27dv9erVXbt2LS0tXbRo0aZNm/bt27d06dLJkyfPnj179+7dQoiXXnopOTn56tWrixYtGjNmzLBhw86ePcsYmz59+qJFi+zt7YcOHTpq1KgVK1YEBwffuHFj4sSJQoglS5ZER0fDLzl76+ZrB7abVJUSAv9hApEL3son6LFmba6UFnxx/mSVxSwzCe4OIhJCxrbvUVBV8Wn69wqT4J7ShHgqtlNJddWeS2mKJMFfnIVro9t1GxzTHhoHgojwZ3njjTckSXrhhReqqqomTZo0atSoM2fOHD58mDEWGhr61FNPLVu2zGg0+vn5RUZGvvvuu23atMnOzp46dWrHjh0nT548bdq0wsLC+fPnd+zYMSYmZvPmzYGBgRcvXhw4cGBgYODKevv27VMU5bnnnnvxxRevXbv2zDPPDBo0aPz48aWlpRs3bpRlGX5JrWqdu3/r2Vs3FSbBf5LKNQe9zWNRrYNc3HddOJ2WnyVRRgiBu2blWp+mLSM9vN859jUQQuAeUzmP9vLvF9lq+ZGvNMEJIfCXJRAddPpXeg6K9PCBxoEgIvxZrFYrACiKgogWi0VRFErplStXVFWNiIgghGRnZ1dUVERFRW3ZsuXIkSMTJkzwrAcAZrNZURRK6Y0bN2prayMiInJzc81ms6enp8lk8vb2zsnJcXBwsLGxAQBZlk0m0+XLl728vFRVXbhwYbdu3YYOHQq/blPa8Y1njjJC4T8DETmK5l4B/Zu1vlleujX9h2qrWWYS/BYq51GePk/HPrTy2N6CKqNEGdxriEgImdq5747zJ6+UFDBK4S/LyrXOQU1ndX+MEgKNA0FEaHz27Nlz5cqVKVOmwB+DiMnJyZWVlZP+X3twAlZjvj8A/Pt7t9NplRalpKJoES0qS9bs1QzXXMwgIUuWhBlLZoytJBrKUrbJYLjmZpCtLBUVxpJ9KakspaYObafTe973/f7v3/N4nvt/XPdvr8z5fGbO1NXVhdd7Wv18xsEdSjVPEQIfmloSdVnZF04e9ibmv9+8eLWkiCEUIQTehihJBnLtmV0HHLp9+UpxEUfT8HGoRbG/fQcbQ9NN50/KGAaaJgQEhFk+g3zbOkOjQRARGh/pBYZh4L3V19fLZDL4/wiStDbz2Im8GxzNwIeDiIIkdmzZeqiTR35F2cHblypVdRzNwFtCAERpslffspqq365f4BgGPhpE1JPJQ7sNTLhwqrSmkqYoaIIkRBMdvbgvxunJtKDRIIgIn1BdXZ1ardbX1wcAlUolSZK2trYkSaIosiwLDepcUW5E2iFEJITAh6AWBV2Z/AtHt7ZGZkfuXr34OJ+haIoQeHu8KAxp38nFzGpt5nG1JFKEwMckohTo5vOosiI196aMYaAJqheEkR29x3n0oAgFjQZBRPhUsrKy1qxZAwD+/v5DhgzZsmWLSqWaOHFiZmamo6Ojq6srNKgqlXLJyd9vlj7iaAbeDyIKiB1aWH7h5F5c9Xzf9fM19XUszcA7UYuio6nFiI7esVkpz+pqaYqCj0wtCi7mrYe07/TT2WMCSgSaGAklOSv7oe8wF/NW0JgQRIRPQqVSTZo0qUePHj4+PosWLerbt69cLjc0NLx586ahoeGECRM4joOGtu/6+Z8vnaEpisC7U0uiDssFOHo4tmi5/8alqyWFFKEoQuCdiCjpybTmdB985O7VC4/uszQDHx8CUkDN7Tl43/ULBYoyilDQpPCi0M263byefjKGhcaEICJ8EjU1NWPGjJkxY0afPn2+/PLL/v37K5VKlUr19OnT0NBQOzs7aAQqVcqw5J2lNZUUoeDtIaIgiR3MWg1z9ix89ufBW5eeqZQczcC7QkQgZLJXnz9rqv5x/TxHM/CpqEVxYDsXKwOjTRdOaTEsNB0IQBPqR99hrhbW0MgQRIRPAhFjY2NTUlJsbGyOHz++c+dOU1PT06dPV1VVeXp6durUSV9fHxqahPjPGxe2/pEmY1h4S2pR0JVp+Tu4tTM2P3bv2vlH9xmKpgiB98CLwkD7jk4tLOKyUxGAwKcjIRrKdaZ16bfx3IkKZS1NEWgi1JLoYWG72HcoSzPQyBBEhE9FkqTLly8nJSXdvHnzl19+0dbWXrduXUVFhZmZmUwmmzp1KkVR0NCKq54tPpH0uLKCoWh4M4gooORkavGlU+eymsq9185V19exNAPvR5DE9iYtA917xGallFQ/YygaPiEEkFAa79Gz6NmfKbk3ZQwDTQEi0hS1sPcXXlZtofEhiAif0L1792bPnj1hwoRhw4YlJSUplcqioiIfH5/MzMx58+YxDAONQOLlM3uvnmNpGt6AWhLlDBvg6O5i1irp5sWc4kKKUBQh8H5ESdLXkod2HZh898rlJ4UcTcMnx4uCu4VN3zZOsVkpIkqEEGj0eEHwsLRd1PdLOctB40MQET4VSZLi4+O1tbXHjRtXVVV18ODBgICA06dPX7lyZcCAAd27d4fGoby2OuzwLoWyhiIEXg8B1YLobNZqmHPnx5WKA7cvKZQ1HM3AhyAhTvLsXa6s2Xf9PEcz0BAQkaapuT5Dfr2a/fB5OUUoaNwQ/gXn9wrobt0OGiWCiNAQRFGUJIllWQDgeZ7jOGg0EDHp1sWtF9JYmobXUIuCDqfl5+Da3rRlau6N7KJchqIpQuBD4EVhULuOri1br81M4UWBIgQaCC8KAY5upjr6W/5IkzEsNG5qUezcyvb7vsM4moZGiSAiaLxCUVe7/OT+22XFLE3D/4WIAkoOJi2HOndWKGt+vZpVpapjaQY+ELUotjdpOapTl7jsVIWyhqYoaDgSoqG2Toh3vw3nUp8raymKgsZKQkmX0/red5hzC0torAgigsZ/kvHgTvSZw4BACIGX1JKoxbB+7V3dWrb+/daly08KCSEUIfCBSIg6nGyuz+Cj966df5THUgw0NAkx2LPXnbKStPxbMoaFxkotil84uk/y7ksTAm9JfIHjOPhPELGqqkoul3McB29GrVYTQhiGgf+LICJo/Ce8KK5MO5hVlMvRDAAgoFoUHU0thjt7FVcrDty6XK6sZmmGwAeDgAAQ7NlHoazZe+0cRzPQCPCC0NGBt0kAACAASURBVLmVba82jnFZKSIigcZIQslU12D14K+NdPTgFffv38/MzBw7dqxard61a9fgwYPNzc3h3xw7duzMmTORkZHPnz+vra21sLBAxO3bt3d6ITY29sqVK7Nnz3Z1dYX/ChG3b9/u4uKSmprq4OAwbNgw+L8IIoLGa1wvebj89IGaepWEkjYnG9yuk7NZq5N5NzIL79EUTRECH1S9KAy0c+lgbhmXlSoBEGgUEJGl6Tk9hvxy+eyTqmcUIdDIIIAoiSFd+vm1dyWEwCtSUlJ+/PHH5OTk2traESNGxMbGuru7i6LIcZz4wpEjR06cOLF+/frExMT8/PzvvvuOZdnz58+3bdv2+fPn4eHhy5cvd3Z2fvbsWVlZmaWlpb6+viAIKpXqyZMnpqamiFheXm5jYyOKYnZ2dps2bTZs2ODi4vLVV1/RNM0wDCLW19fLZDKCiKDxeruuZCZePuPYwuJvzp2r6ut2XcmuVNWyNAMfmiCJ9sbmQR4947JTiqueMRQNjQYvCl86ehhqa2+7mKHFsNDIqEXRzcJ6Qe8v9GRa8J9s3rx50aJFe/bsqa2tnTRpUnx8vEwmy8jIWLly5dGjRzMzMzt37pyWlhYRETFx4sQbN25MmDDBwcEhOjp68eLFp0+fTkxMDAkJCQwMXLVqVVlZmUqlioqKOnPmzOHDh3V1dQsKCuzt7UtLS11dXXv27Ll8+fKlS5ceP368U6dOhJDr168vXbo0JSXl+PHjUVFRBBFB4/We1ykzHtw21zc8evfqxcf5AIQiBD40ESU9mVZot4FH7169+LiAo2loTCREEx29KV5912WlVNXXUYRAoyEh6nDckn7DHUwt4DW+//77vLy89u3bS5J0//59Ly+vVq1apaenx8bGHjhwID09vWfPnqdOnVq/fv327duLioqWLFmiVqtDQkJGjhxpbm6+bNmy+Ph4AwODgoKC3Nzc2NjYUaNGVVRUKBSKxYsXf/311+PGjbO3t589e3ZsbGxkZGRAQEBmZmbHjh27dOkyd+7cNWvWbNq0yd7ePjAwkCAiaPxXT6ueLz31e255iRbLEfgoRJQme/ZR1NXuvXaeo2loZBAAESd59r5d9iTtwR0ZzUDjgID/MsGj17AOnvAaSqVy+vTpAQEBO3fupGl65MiRZ86c8fDwuHTp0tq1aw8fPnzq1CkfH5+0tLS4uLitW7cWFRUtW7ZMEISQkJCRI0eam5svW7Zs69atxcXFP/zwg7Oz8+XLl/38/GpqatRqdVhYWHBw8JgxY9q0aTNnzpyoqKjo6Gh/f/+zZ8926NBh5MiR33//PU3TRUVFS5YssbKyIogIGv+VKEk7r2TuvZbN0AyBD48XhYH2Lm4WNmszj/OiQBECjQ8vCt5Wdl1atd1w/gQCEiDQCNSL6u7W7eb6DNHmZPAahYWFYWFha9euXbNmDUVRoaGh4eHhffv2TU1NXbNmzdatW0tKSgICAn7++efExMQDBw6cPHly9erV2traISEh33zzjbm5+eLFi3fv3n3w4MHDhw+vW7duzpw57u7uPM/X19fPmzdv7NixQUFBdnZ2M2fO/OmnnyIiIoYOHZqVlaWjozNv3rwLFy6MGTNm+PDhkZGRFEURRASN/49KzS85uf9KcRFH0/BBqSWxnbH5N526xmWnVihraIqCRgkROYad4zN4x+WMJ1XPKUKgoYmSZKKrt2LACEuD5vB6+fn5hw8fnjp1ak5ODgB06tRpy5YtPj4+SUlJ+fn5FhYWDg4Ofn5+y5cvHzBggJub29KlSwVB+O677zIyMry8vJo1a5aUlDRlypRnz56tXLmypqbG2NjY2tra3Nycoig/P7/4+PgePXqYmZn98ssvo0ePPnDggLe3t1Kp3LZt2w8//GBqajp48ODQ0FB/f38AIIgIGm8gr/zpitMHS2ueMxQNH4iEqM1xc32GpORez36Yx1I0NGK8KAzv4KnNyHbknJXRDDQoRCSEzOjav7+9C7wrnuc5joOX1Go1y7IAoFKptLS04D8RBIFhGEEQGIaB/0qSpJqamj179pw/fz46OtrY2BgACCKCxpvJLLwXc+ZovShQhMB7Q0BEmOTZ+5lKuefqOY6moXGTEE119Cd69l6XdbyWr6cIgYbDi8LfnD2DPXsTQqCxKisrO3LkSM+ePW1tbeEFgoig8cb+ce3cjstnKYoi8L7qBaG/fYeO5lZxWakSIIEmAAGnePW9Wlx0puCejGGggahFobNlm+96+ulpyaFJIYgIGm9MEMX151KP3bvG0Qy8B0ES7YzNJnj0istOfVKlYCgamgJeELq0butt1XbDuZPQQNSS2LZ5i/m9/S0NjODNFBYW5uTkmJiYeHp6chwHAKIoPn/+3MjIqKqq6vLly3Z2di1btrx//761tTXHcfDREEQEjbdRoaxefurAnbInLM3AOxFR0uW0QrsNOJ577Y9HBRxNQxMhIWqzXFj3QVv+SCurraIIgU9LlCQDLfmP/f7WzqQlvJna2tpFixYh4qNHj/r37z958uS6urq1a9dyHDdnzpzExESFQsEwjJub282bN8ePH89xHHw0BBFB4y3lV5RGph16XKVgKRrenihJwV69q1R1v149x9E0NCm8KIxw8WYoaldOtoxh4BOSELVodrbPoG427eCNSZJUW1urp6e3ZcuWCxcuJCQkbNq0KT4+PiAgYMWKFZGRkX379k1OTmYYZuzYsba2tvAxEUQEjbd3p+zJitMHK5Q1DEXB2+BFob+9S2dL25/OHuNFgSIEmhQJ0Vyv2XiPnjGZx+rUPEUIfBISIgAEefQY5uxJEQJvSZKkkJAQV1fX4ODgJ0+e/POf/ywvL1+xYkVGRkZ6erpCofD29h41ahR8ZAQRQeOdXC95GJVxWKGsZiga3oxaEu2NzL5x7bbh3Iny2mqaoqCpQQBACOnie+nJg6zCXI5m4OOTEClCRrh4j+rUlaYoeHsHDx7ctWtXfHy8kZERAKxfv764uDgiIgIACgsLExMTTU1NDQ0NAwICdHR04KMhiAga7+rS4wdR6ck1fD1DUfD/kRC1WW5uj8GpeTczC3M5moamiReFHjbtO5pbxV84BQAECHxMEiICjHDxGtWxK8cw8PaKi4tDQkJmzpzZp08feCEuLq6kpCQiIgIAfvvtt5ycHCsrq9raWi8vr+7du8NHQxARNN5DVmHuuqxjNfX1NEXB6yEgIEzo3KtKVffrtXMcTUOTJSHqcFyYz+DN50+X1VZRhMBHg4iEkKFOnce6+zAUBW9PrVaHhYUlJyePHDlSX19/0qRJJiYmMTExxcXFq1evvnfv3vHjxx0dHS9duiRJ0oABAzw8POCjIYgIGu8nPf92XFaKUuAZiobXqBeEfnbObhbWsVkpIiKBpo0XhG9cu6kl8R/XzssYBj4OCVFCaZiz51i37jKGhXeiVqszMjIqKip4ntfS0howYIC+vv79+/dVKpWzs/OtW7dkMpmVlVVKSopMJuvVqxfHcfDREEQEjfd24WH++uyUP5XVLEXDKwRJbGvUYmLnPhvOpT6qrGAoGpo4CbGlvmGgm09M5lFeEAgh8KFJiDQhAU7ugW49WJqGzwJBRND4EG6VPl5z5khx9XOWouHfiCjpsrKZ3Qam5l2/8Cifoxn4XEzv2v9cUe65ovscw8AHJUgSRzOB7j7+Dm4sTcPngiAiNCiFQiGTyXR0dCRJys/PNzMz09PTgzfw+PFjQoiFhYUgCPn5+VZWViqVKisrixDi7e1tZGQEL928eTM3N9fS0rJz586EEAC4e/duQUGBj4+PWq3Ozs52cHBo1qwZwzD6+vrwHh5UlMVlp9wpK2ZpGl4SJSnYs3cNX787J4ulafhc8ILQ09bBycxy64U0IPABCZLYXK47xbuvj017+LwQRIQGtWvXroKCgu+//16lUs2YMSM4ONjT0xPeQFRUFMMwc+bMUSgUs2fPDg4O3r9///Pnzw0MDMaNG+fi4gIvHDx4MCEhwdrauqCgYODAgaGhoQ8fPgwPD+/evfuIESPWrFmjUqkmTZqUlZVlamo6ePBgeD8lVc/islMvPy5gaZoQohZFXztnr1Ztfjp7rF4UKELgcyGhpC/TntltwIZzqc/rlIQQ+BDUkthSz3C2zyBns1bw2SGICA1q8+bNixcv3rZtW//+/ceOHTtz5kxnZ+cjR46Ul5f36dPH2tr65s2bhYWF5eXlfn5+rVq1gpeWLFnCMEx4eHhFRUVISMjQoUMTExPj4+Otra0RkRACAAqFIigoaOrUqQMHDrxz587MmTNXrlyZnJycnZ0dHR1dWloaHh4eGhrao0ePrKwsb29va2vrEydO3L59u3379r6+voWFhSkpKbq6uoMGDTI1NYU386yudteVzOO51wRJsjM2G+PmszH7xJ+1VTRFweeFF4Uxrj4qgf/txgWOZuD9IIBaFJxbtJretZ9Nc1P4HBFEhAa1devWEydOyOXysLCwdevWTZw4MSMjo7i42MHBITMzMzAwMDo62s/P78GDB4SQ1atX0zQNABRFLV26lGGYhQsXVlRUTJ06debMmfv27Xv69Ons2bO9vb3hhatXr4aHh2/bts3MzEwQhHHjxg0ePDgnJ+fixYvLly8vKytbunTp1KlT+/btO3Xq1IkTJ6rV6sOHD/fv319bW9vFxSUiIsLT07OkpKS6ujo6Oloul8ObESTx4K3Lh+5cmdi515mCu2cK7nE0DZ8dEbG1gdE3bt1WnzkiiCIhBN6VIEkUIb5tnb9x7Waqqw+fKYKI0KASEhLKy8vt7e2PHj1aXV09evTonTt3RkREtGvXbtq0aSYmJnl5eZs2bSosLIyKioqIiPj5559pmp43b96qVatoml6wYIFCoZg0aVJ4eLiTk1NiYuLOnTtDQ0OHDx8OAFeuXPnhhx+2bdvWokULQRDGjRs3YsQIRMzKyoqKinr69GlYWFhMTIy5ufn8+fNtbGzS09MnT57cq1cvAEhMTPz5558DAwPLy8szMjK2bt1qbm4Ob0PJ82cK7kSfOSxnOEIIfHYQkAIyvWv/swV3LzzKlzEsvBO1KBrr6I127TbA3oUQAp8vgojQoBISEkpKSsLDw7/77rv9+/fHxcXt2LFj5cqVdnZ206ZNMzU1zc/P/+mnnx4+fBgTE7N69er79+8TQjw9PVeuXFlXV7dixYry8vLAwMCIiIiOHTsCwNatW7Ozs7du3UpRVFlZ2ejRoxcvXtytW7dHjx4FBQXFxMTk5eVlZWXFxMQ8fvx49uzZq1evtrKy+vbbb21tbdPT00NDQ7t27QoAmzdvPnLkyPz58ymK0tLScnR0ZFkW3tLTqsqdOWfTHtxBRIai4LPDi0LfNk5tjVtsu5hB/gXejoQoSmKnlq3Hufdsb9oSPncEEaFBrV+//smTJ5GRkcXFxVOnTp03b96JEyeqq6vbtGmTlpYWFBS0ZcuWzZs3FxUVRUZGbtu2zcDAAF5IS0sLDw8fNmxYXl5eTU3N6tWr9+7dS1FUenq6r6/vtGnT4IUNGzYkJyf7+/ufPHnS3t4+MjJyz5492dnZGzZsePTo0bRp0+Li4lq3bj19+vQuXbpUVVVlZGT4+fmp1WpnZ+dVq1b16tXL0NDQycmpY8eO8E5ESUrNu/HPGxceVypYmiHwWZEQ9bXkod0GbjiXqlDWUoTAGxMkUYvhBrXrOMatu5zl4C+AICI0qAcPHqhUKkdHRwC4c+eOkZERx3EHDx5UKBS+vr5t2rS5ceOGq6urUqnMzc11dXVlWRZeQMQzZ86cPXu2efPmX3zxhamp6dGjR69du+bo6DhkyBC5XA4v8Dyfmpqak5NjZ2fn5+enq6v76NEjhULRsWPHurq6a9euubi4aGtrX7t2zcjIyNTU9NChQ/fu3XNwcBgyZMj9+/ePHz8ul8sHDBjQpk0beA+Pnlf8ei37bME9URIZiobPCC8KQe49FXU1B29f5mgG3oAoSRKgvZHZaLfu7hY2NEXBXwNBRND4JCRJyii4u+fauYfP/qQpmiIEPgsSStaGpiNcvFafPSpJEiEEXg8B1KJgoqPv7+A2qH1HfZkc/koIIoLGJ1RS/fzonavHcq9W16sYiqYIgSYOAShCQrsNPJ1/69LjBxzNwGuoRZGl6W7W9n9z9rQzNoO/HoKI0KAqKiru3LnD87yOjo6bm1t+fr5CoejcuXNlZaVKpbK0tITPUX5F6T9v/HHuYZ5KrWZomkDTxouCb1tna0OTxMtnKELgFaIkIWB7E4thzh5dW9vTFAV/SQQRoUHt27dv8+bNHh4eLVq06Nev35EjRyiK6tSp08OHD52cnLy9veEzJSFeeHj/4O3Lt54+VksCQ9GEEGiaREky0tab3rXf2sxj1fUqQgi8gACCKFKE2DQ3GeLg1tXKrplcG/7CCCJCg9qxY0dmZmZYWJitre2dO3cyMzPbtGlz8uRJJyenoKAgiqLgs8aLwqVHD47nXr9eUqQSBIamCBBoguoFIdizV2lN1eE7V1iaQQBJkhCgvWlL37bOvds4arMc/OURRIQGtW/fvoSEBENDQ3Nz8wULFhw8ePDp06eVlZWzZ8+2srKCvwa1KF5+8uBE3o3LjwtVgpoQwlAUNCkiSm2bt/hbB8+ojGRBlDiasTY09nNw7dLazkBLGzReIIgIDaq6uloQhOrq6vHjx4eHh/fo0ePQoUPXr183MzNzc3Pr3Lkz/GUIkphXXnrq/s1rJUWPnisIITT5X9AUICIBMq1rv5wnRSqR923bobOljRbLgca/IYgIjYAoin//+98nT57s7e29YcOGioqK7t2737hxY+7cuXK5HP5iHlcqbj59lJp344GirF5QS4gsRRNCoPFBQEGUEFBGsya6euPceziYWhhq69CEAo1XEESEBnXhwoXMzMy6uroLFy4kJCScOnXK1NT01q1burq6FRUVYWFhWlpa8JekEtSPnldkPLhzr7wkv6K0pl7FUDRFCBBCoIHhvwCoJVFGMa2bG9s0N+3a2q6DWSsdVkYIAY3XIIgIDerhw4cHDhyor68fMmRI27Zt//jjDy8vr6Kioj/++KNz5852dnbwl6fk6+/+WXzvz6fnHuY+qXzGiwIvCgQITVEUIfCpIKIgSQjIUDRL08baut5Wdk4tLNsam5no6IHGGyCICBpNRJ2ar66vu/Kk8Hbpk8eViidVz57X1SIBmhCKUAQACAAQAh8AAgAiAiCiiJKEqMdpWRgYttRvbtvcpHOrNi10DXQ4GWi8DYKIoNEEVanqCp/9+byu9kn1s7tlxYXPyqvr6yQJBUkUURIlJAQIABBCAQECBAgAEPg/EAABAQEBEQEB/4UiFE1RNEUxhJKznKVBcztj89aGRs21da2aGZno6IPGuyKICBpNXL2gFiSpul5VXKV49FxRWlOpqKtV8vV1glql5uvUfL0o1AtqUZIQ/gX/FwAFhKVpjmFYiuFoRs6yujItOcsZyORG2notDQytDU2MtHUpQuQsBxofAkFE0PgcIWKdoFap+RpepeTr6wS1KEkICAgI/4sAYShKi2G1WFbOcnKW05PJKUJA46MhiAgaGhqfBEFE0NDQ+CQIIoKGhsYnQRARNDQ0PgmCiKChofFJEEQEjQYiiuKhQ4ecnZ3t7OyePn169uzZIUOGpKWlHT58uGXLltOnTzc0NIQXlErlrl27rly5YmtrO378eGNj46qqqi1btjAMM3ny5JMnT545cyY4OPjp06ft27c3MTEBjUaJICJoNBCe58eNGzdq1Ch/f/+cnJwVK1aMHz9+48aN48ePpyiqT58++vr6ACBJUkRExN27d7/44ov09HSVSrVhw4akpKRz5859++23arV64cKFoaGhHTt2TEpK6t69e5s2bQBAkiSKouAFRCSEgEZDI4gIGg2E5/kJEyaMGDHCz88vJycnKipq6NChO3bsSExMNDU1hZceP34cHBwcHR3t7OxcWVk5ZsyYoUOHJiYmEkJ++OGHI0eOJCcnz58/38zMLCUlZcGCBRzHrVmzJj8/v2PHjjNmzEhNTf3999+1tLSCgoK6du0KGg2HICJoNBCe5ydMmDBixAg/P7+cnJwVK1bExMRs27YtKytrzJgxo0aN4jgOAC5durRkyZLt27ebmJgIghAcHNy7d++bN29qa2vPnTs3NTV1165d69atkyQpJCRk6dKlSUlJFEWFhITU1dU9efIkOjp6/vz5+fn5SUlJiYmJhoaGoNFACCKCRgPheX78+PHffPPNoEGDrl+/vnjx4m3btjVv3jwjI2Pp0qWzZs3y9/cHgFu3bs2ZM2fbtm0WFhaCIHz99deBgYE3btxo1qzZlClTMjIyduzYsWXLltra2hkzZowZMyY+Pn7hwoVubm4AsGnTpp07d/br10+pVFZWVq5YscLExAQ0GghBRNBoIJIkBQcHOzk5zZ49e//+/b/88sv27dsZhtHX1w8JCWnXrl1oaCgA1NbWjh07dvDgwRMmTDh58mRkZOT27dt37txpaGg4bdq09PT0xMTELVu2KJXKkBcSEhICAgKGDx/O83xSUtLvv/8eHx8vl8tFUdTV1QWNhkMQETQazqlTp3788UczM7OysrJp06a5u7svWrSorq4OAFatWmVvbw8vpKenr1ixwsDA4M8//5wyZcqoUaMiIyONjY2Dg4PPnj27e/fuuLi4urq6sLCw2bNnl5aWrl692szMzMjIaPLkybGxsaWlpQYGBsOHD+/fvz9oNByCiKDRoMrLywsKCiwsLFq2bCmK4sOHDxUKhb29vZ6eHvwbhULx4MEDS0tLMzMzAOB5nhDCsqwoioIgyGQyRKyvr+c4jqKo0tLShw8fWlpampub8zx/7949juOsra1lMhloNByCiKChofFJEEQEDQ2NT4IgImg0MiqVSktLCxFramp0dHQoiuJ5nmVZQghoNGUEEUGjQeXm5p4+fTooKEgmk1VXV0dHR9va2gYGBv7+++/nz5/v0qWLo6Pj2bNnAwMDWZYFjaaMICJoNJzz589/++23enp6Bw4c4Dhu9erVt2/f3rBhA03TUVFRfn5+hw4dksvlQ4YMcXJyAo0mjiAiaDScCxcunDt37uLFi4mJiY8ePfrqq6969+7t6+vr4+Ozd+/e6urqW7du+fj4jB07FjSaPoKIoNGg0tLStmzZsmvXrkOHDs2bNy8oKCgzM9Pf33/kyJGXLl3KyMhwdXV1cHBo3749aDRxBBFBo0GdPHly+/btu3bt2rdv3/HjxxMTE3/77bfk5ORffvnl5MmThw8fNjc3V6lUX3/9tZ2dHWg0ZQQRQaNBpaSkbN68ee/evbdu3Vq6dGlERMTu3bslSZo0adL+/ft1dXUNDAxKS0u9vLw8PT1BoykjiAgaDer69etpaWkhISEsyyYmJh46dMjU1HTBggUFBQW6urpGRka7d+82MjIaPXq0np4eaDRlBBFBozHheZ7jOACor6/nOI4QolarWZaFvwBeFERJIoTAS4hIUxRHM/AKURQJIRRFwbsSBEGtVrMsyzAMvDGlUimKop6eHryEiDzPcxxHCIH/iiAiaGg0DjFnj2Y8uMPRDLzEi0JPW4fZPoPhFWvXrrW1tQ0ICIB3wvP8t99+W1RUZGBgMHDgwK+++ophGPhPamtry8vLW7duDQA5OTlRUVHdu3efNm0aIQReKC4uXrx48Y8//tisWbMtW7Z89dVXFhYW8J8QRAQNjcYhMv3g6bxbMoaFl+oFdR87pwW9voBXzJgxw9nZefLkyfCCJEn5+flyudzS0lIUxadPn1ZXV9vY2MhkMrVarVQqS0pKLC0tdXV14YXa2toRI0b8/e9/NzIyWrlyZUxMjLu7e35+vlwut7S0RESe5589e8bz/LVr144dO7Zs2TJtbe0FCxaYm5vPmDFDW1u7pKSkurra1ta2tLQ0NDQ0JiZGV1f30qVLXl5eBgYGJSUl1dXVNjY2LMvCSwQRQUOjcViZfuj0/VsyhoWX6gV1n7ZO83sFwCtmzZrl5OQUHBwMALW1tREREQUFBTzP+/v7e3l5RUdHV1VVGRsbr1ixYs2aNUVFRaIo0jS9fv36Zs2aAUBtbW1gYOCSJUscHR0DAgImTpx45cqVvLw8nuf9/f19fHwmTZpkYWHh7u6el5d37NixUaNG9ezZc+bMmVZWVjExMXfv3t29e7eOjo6Jicn48eOXLVsWHR194sSJ3377bdu2befPn9+9e7eOjo6hoeGyZcv09fXhBYKIoKHROKxMP3T6/i0Zw8JL9YK6T1un+b0C4BWzZs1ycnIKDg4GgFOnTm3atGn37t35+fkLFixYv369UqnMycmJj4+PjIz89ddfu3XrNnTo0G+++Wb+/PkeHh4AUFdX9+WXX8rlcgAwNjYeNGjQP/7xj507d+bn5y9atGj69OkREREbN260t7c/8sLGjRsBYMaMGX369Onfv//o0aPnzJnTrVu3cePGeXt7Z2VlRUZGsiwbGho6d+7c6OjomTNnduvWbfTo0aNGjfLz84MXCCKChkbjsDL90On7t2QMCy/VC+o+bZ3m9wqAV8yaNcvFxWX8+PEAsHfv3rS0tISEhLKysqlTp/bt2zcrK8vNzS0lJSU8PDw5Obl3794DBgyYMGHC5MmTu3btCgBKpXLkyJHe3t69e/f28PDYv3//6dOnExISysrKpkyZEhgYmJSU9NNPPxkZGR06dOjYsWObNm0CgBkzZvj6+np7e0+cODE2NtbGxiYsLKx58+a5ubkrV65kWXbWrFmTJk2KjY1ds2aNjY3NjBkzPDw8AgMD4QWCiKCh0TisTD90+v4tGcPCS/WCuk9bp/m9AuAVISEhMpls2LBhNE3X1NRs3Lhx1apV169fP3DggIGBQatWrcaOHRsUFBQWFnb48GFfX98hQ4aMHj165syZ3bp1A4CampqRI0cuWrTI29sbAC5evLh86nQ+FgAAAZVJREFU+fLo6Ojr16/v379/+vTpa9as2bRpk6mpaUpKSnx8fFxcXIsWLaZPn+7r6/vll1+OHz9+8ODB7u7u8+bNGzNmTGJiYnh4eOvWradOnfrjjz+uW7euX79+7u7uc+bMWbhwYZcuXeAFgoigodE4LD21/0TuDS2Wg5dUar6ffYcf+g6DV/z888+pqakURTEMExYWdu/eveTkZI7jpk+fznFcTEyMXC7X1tbu0qVLZ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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents a dual-component analysis titled 'Geographic Footprint' and 'Collateral Diversification'. On the left, a series of three maps (USA, Europe, and Australia) visualizes the geographic distribution of assets, with individual states or countries labeled with percentage values. On the right, two pie charts illustrate 'Collateral Diversification' by asset type and by region.\n\n| Category/Region | Value/Percentage |\n| --- | --- |\n| Geographic Footprint - US States | WA 3%, NV 2%, CA 10%, HI 2%, AZ 2%, CO 2%, TX 4%, IL 2%, NY 9%, MA 1%, VA 3%, GA 2%, FL 7%, CAN 2% |\n| Geographic Footprint - Europe/Other | UK 17%, IE 6%, SE 3%, NL 2%, DEU 2%, FR 1%, ES 4%, AU 7% |\n| Collateral Diversification (Asset Type) | Industrial 26%, Multifamily 25%, US Office 18%, Non-US Office 7%, Hospitality 10%, Retail 5%, Self-Storage 3%, Life Sciences/Studio 2%, Other Property 4% (Note: Multifamily or Industrial combined total 51%) |\n| Collateral Diversification (Region) | Sunbelt 25%, Northeast 13%, West 11%, Midwest 3%, Northwest 3%, UK 17%, Other Europe 19%, Australia 7%, Canada 2% (Note: International total 45%) |" }, "classification": { "predictions": [ { "confidence": 0.9975879192352295, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.0008328936528414488, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.00040311727207154036, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.0002814530162140727, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.00015687927952967584, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00014961962006054819, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00013215173385106027, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 9.581035556038842e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 6.854326784377918e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 6.125106301624328e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 5.35179024154786e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 5.211275129113346e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 4.5092128857504576e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 3.667869896162301e-05, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 1.4769248991797213e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.097127369575901e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 5.439307187771192e-06, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 2.936346390924882e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.926136292240699e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.8839756421584752e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.791260501704528e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.0526873666094616e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 8.43978966713621e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 6.721828071931668e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 4.929608508064121e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.0647583792433579e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" } ] }, "quber__figure_job_id": "parse-01m0ffh8evendqf9taamxp4arv", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": 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" 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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A bar chart illustrating corporate debt maturities in billions of dollars across various years. The x-axis represents the years 2026 through 2032+, and the y-axis represents the dollar amount. The chart uses three categories for debt: Convertible Notes (light grey), Senior Secured Notes (teal), and Term Loan B (dark blue). \n\n- In 2027: Total debt is $0.6 billion, composed of $0.3 billion in Convertible Notes and $0.3 billion in Senior Secured Notes.\n- In 2029: Total debt is $0.9 billion, composed of $0.5 billion in Senior Secured Notes and $0.4 billion in Term Loan B.\n- In 2030: Total debt is $0.8 billion, entirely composed of Term Loan B.\n- In 2031: Total debt is $0.5 billion, entirely composed of Senior Secured Notes.\n- In 2032+: Total debt is $0.7 billion, entirely composed of Term Loan B.\n\n| Year | Convertible Notes ($B) | Senior Secured Notes ($B) | Term Loan B ($B) |\n| --- | --- | --- | --- |\n| 2026 | 0 | 0 | 0 |\n| 2027 | 0.3 | 0.3 | 0 |\n| 2028 | 0 | 0 | 0 |\n| 2029 | 0 | 0.5 | 0.4 |\n| 2030 | 0 | 0 | 0.8 |\n| 2031 | 0 | 0.5 | 0 |\n| 2032+ | 0 | 0 | 0.7 |" }, "classification": { "predictions": [ { "confidence": 0.9363111257553101, "created_by": 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0.0002759616181720048, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00016836312715895474, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 7.261829887283966e-05, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 7.035877206362784e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 6.968943489482626e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 4.192228880128823e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 3.894060500897467e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 2.9368860850809142e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 2.524386036384385e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" 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" 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The y-axis represents percentage values, and the x-axis represents the time period from Q3 2025 to Q2 2026. Each bar is colored dark teal. 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}, "annotations": [] }, { "self_ref": "#/pictures/24", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a pie chart illustrating the composition of debt types, highlighting that 88% is non-MTM (mark-to-market). The chart is divided into four segments: Secured Debt Agreements (55%, light green), Corporate Debt (22%, dark teal), Securitized Debt (17%, tan), and Asset-Specific Debt (6%, light grey). The 88% non-MTM annotation appears on the left side of the chart, encompassing the non-MTM portions. Below the chart, a legend provides the labels for the color-coded segments.\n\n| Category | Percentage |\n| --- | --- |\n| Secured Debt Agreements | 55% |\n| Corporate Debt | 22% |\n| Securitized Debt | 17% |\n| Asset-Specific Debt | 6% |" }, "classification": { "predictions": [ { "confidence": 0.9363111257553101, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.05189969763159752, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.0063229273073375225, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00256074545904994, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0005196157726459205, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0004265264142304659, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.00042023780406452715, "created_by": 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" 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