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456.0660000000002, "b": 629.1946115197932, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 71 ] } ], "orig": "Starwood Property Trust Reports Results for Quarter Ended June\u00a030, 2026", "text": "Starwood Property Trust Reports Results for Quarter Ended June\u00a030, 2026", "level": 1 }, { "self_ref": "#/texts/7", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 4, "bbox": { "l": 78.91, "t": 615.40613284, "r": 533.13099, "b": 606.2212885448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 95 ] } ], "orig": "- Quarterly GAAP Earnings of $0.01 and Distributable Earnings (DE) of $0.40 per Diluted Share -", "text": "- Quarterly GAAP Earnings of $0.01 and Distributable Earnings (DE) of $0.40 per Diluted Share -" }, { "self_ref": "#/texts/8", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 4, "bbox": { "l": 148.28999, "t": 594.2061128400001, "r": 463.75199, "b": 585.0212685448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 70 ] } ], "orig": "- Invested $2.5 Billion in the Quarter and $6.7 Billion through July -", "text": "Invested $2.5 Billion in the Quarter and $6.7 Billion through July -", "enumerated": false, "marker": "-" }, { "self_ref": "#/texts/9", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 4, "bbox": { "l": 102.77, "t": 573.00610284, "r": 514.73199, "b": 563.8212585448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 87 ] } ], "orig": "- Record Total Assets of $31.8 Billion and Commercial Lending Assets of $17.3 Billion -", "text": "Record Total Assets of $31.8 Billion and Commercial Lending Assets of $17.3 Billion -", "enumerated": false, "marker": "-" }, { "self_ref": "#/texts/10", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 4, "bbox": { "l": 151.75, "t": 551.8061528400001, "r": 460.44299999999987, "b": 542.6213085448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 62 ] } ], "orig": "- Repurchased $30 Million of Common Shares in the Six Months -", "text": "Repurchased $30 Million of Common Shares in the Six Months -", "enumerated": false, "marker": "-" }, { "self_ref": "#/texts/11", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 4, "bbox": { "l": 232.60001, "t": 530.6061428400001, "r": 379.43899999999996, "b": 521.4212985448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 32 ] } ], "orig": "- Dividend of $0.48 per Share -", "text": " Dividend of $0.48 per Share -", "enumerated": false, "marker": "-" }, { "self_ref": "#/texts/12", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 4, "bbox": { "l": 135.67999, "t": 509.40613284, "r": 476.5589899999999, "b": 500.22128854485777, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 69 ] } ], "orig": "- Awarded Nareit Gold Investor CARE Award for 10th Time in 12 Years -", "text": "Awarded Nareit Gold Investor CARE Award for 10th Time in 12 Years -", "enumerated": false, "marker": "-" }, { "self_ref": "#/texts/13", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 4, "bbox": { "l": 58.85, "t": 488.03332982999996, "r": 556.0859999999998, "b": 439.39574355011257, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 372 ] } ], "orig": "MIAMI BEACH, FL, August\u00a0 6, 2026 /PRNewswire/ -- Starwood Property Trust, Inc. (NYSE: STWD) today announced operating results for the fiscal quarter ended June\u00a0 30, 2026. The Company delivered second quarter GAAP net income of $6.6\u00a0million, and Distributable Earnings (a non-GAAP financial measure) was $151.5\u00a0million. See reconciliation tables below.", "text": "MIAMI BEACH, FL, August\u00a0 6, 2026 /PRNewswire/ -- Starwood Property Trust, Inc. (NYSE: STWD) today announced operating results for the fiscal quarter ended June\u00a0 30, 2026. The Company delivered second quarter GAAP net income of $6.6\u00a0million, and Distributable Earnings (a non-GAAP financial measure) was $151.5\u00a0million. See reconciliation tables below." }, { "self_ref": "#/texts/14", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 4, "bbox": { "l": 58.85, "t": 421.87334983, "r": 556.2479999999995, "b": 346.83574355011257, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 657 ] } ], "orig": "'Real estate fundamentals are improving steadily in almost every asset class, supported by a drop in construction and broad and robust economic growth. This provides a more constructive backdrop to deploy capital and improving credit in our loan portfolio. For us importantly, it provides a solid foundation to support the values of our real estate owned and underperforming loan assets. We expect to resolve nearly $900 million of underperforming assets by year end or shortly thereafter, returning the trapped equity to higher use cases across all our business lines,' said Barry Sternlicht, Chairman and CEO of Starwood Property Trust.", "text": "'Real estate fundamentals are improving steadily in almost every asset class, supported by a drop in construction and broad and robust economic growth. This provides a more constructive backdrop to deploy capital and improving credit in our loan portfolio. For us importantly, it provides a solid foundation to support the values of our real estate owned and underperforming loan assets. We expect to resolve nearly $900 million of underperforming assets by year end or shortly thereafter, returning the trapped equity to higher use cases across all our business lines,' said Barry Sternlicht, Chairman and CEO of Starwood Property Trust." }, { "self_ref": "#/texts/15", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 4, "bbox": { "l": 58.85, "t": 329.31334983, "r": 556.0519999999999, "b": 280.67574355011254, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 452 ] } ], "orig": "'We have invested $6.7 billion through July, at double digit return on equity, and our $2.1 billion of corporate debt transactions in the quarter extends our weighted average corporate debt maturity to 3.7 years and lowers our cost of funds, solidifying an already strong balance sheet. This positions us well to continue deploying capital and driving growth across all our business lines,' added Jeffrey DiModica, President of Starwood Property Trust.", "text": "'We have invested $6.7 billion through July, at double digit return on equity, and our $2.1 billion of corporate debt transactions in the quarter extends our weighted average corporate debt maturity to 3.7 years and lowers our cost of funds, solidifying an already strong balance sheet. This positions us well to continue deploying capital and driving growth across all our business lines,' added Jeffrey DiModica, President of Starwood Property Trust." }, { "self_ref": "#/texts/16", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 4, "bbox": { "l": 58.85, "t": 263.40613284000005, "r": 175.02100000000002, "b": 254.22128854485777, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 22 ] } ], "orig": "Supplemental Schedules", "text": "Supplemental Schedules", "level": 1 }, { "self_ref": "#/texts/17", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 4, "bbox": { "l": 58.85, "t": 244.03332982999996, "r": 556.2040000000002, "b": 195.39574355011257, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 364 ] } ], "orig": "The Company has published supplemental earnings schedules on its website in order to provide additional disclosure and financial information for the benefit of the Company's stakeholders. Specifically, these materials can be found on the Company's website in the Investor Relations section under 'Quarterly Results' at www.starwoodpropertytrust.com.", "text": "The Company has published supplemental earnings schedules on its website in order to provide additional disclosure and financial information for the benefit of the Company's stakeholders. Specifically, these materials can be found on the Company's website in the Investor Relations section under 'Quarterly Results' at www.starwoodpropertytrust.com." }, { "self_ref": "#/texts/18", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 4, "bbox": { "l": 303.25, "t": 23.863223400000038, "r": 308.75, "b": 14.812097188199004, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "1", "text": "1" }, { "self_ref": "#/texts/19", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 746.5561528400001, "r": 261.53, "b": 737.3713085448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 39 ] } ], "orig": "Webcast and Conference Call Information", "text": "Webcast and Conference Call Information", "level": 1 }, { "self_ref": "#/texts/20", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 727.18334983, "r": 551.7280000000001, "b": 665.3457535501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 517 ] } ], "orig": "The Company will host a live webcast and conference call on Thursday, August\u00a06, 2026, at 10:00 a.m. Eastern Time. To listen to a live broadcast, access the site at least 15 minutes prior to the scheduled start time in order to register, download and install any necessary audio software. The webcast is available at www.starwoodpropertytrust.com in the Investor Relations section of the website. The Company encourages use of the webcast due to potential extended wait times to access the conference call via dial-in.", "text": "The Company will host a live webcast and conference call on Thursday, August\u00a06, 2026, at 10:00 a.m. Eastern Time. To listen to a live broadcast, access the site at least 15 minutes prior to the scheduled start time in order to register, download and install any necessary audio software. The webcast is available at www.starwoodpropertytrust.com in the Investor Relations section of the website. The Company encourages use of the webcast due to potential extended wait times to access the conference call via dial-in." }, { "self_ref": "#/texts/21", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 653.3561428400001, "r": 278.53200000000004, "b": 644.1712985448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 45 ] } ], "orig": "To Participate via Telephone Conference Call:", "text": "To Participate via Telephone Conference Call:", "level": 1 }, { "self_ref": "#/texts/22", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 639.90331983, "r": 254.40900000000002, "b": 630.8657135501124, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 48 ] } ], "orig": "Dial in at least 15 minutes prior to start time.", "text": "Dial in at least 15 minutes prior to start time." }, { "self_ref": "#/texts/23", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 626.70336983, "r": 179.785, "b": 617.6657635501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Domestic: 1-877-407-9039", "text": "Domestic: 1-877-407-9039" }, { "self_ref": "#/texts/24", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 613.50335983, "r": 193.26, "b": 604.4657535501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "International: 1-201-689-8470", "text": "International: 1-201-689-8470" }, { "self_ref": "#/texts/25", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 594.4761328400001, "r": 185.60400000000007, "b": 585.2912885448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Conference Call Playback:", "text": "Conference Call Playback:", "level": 1 }, { "self_ref": "#/texts/26", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 581.02331983, "r": 179.785, "b": 571.9857135501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Domestic: 1-844-512-2921", "text": "Domestic: 1-844-512-2921" }, { "self_ref": "#/texts/27", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 567.8233598300001, "r": 193.26, "b": 558.7857535501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "International: 1-412-317-6671", "text": "International: 1-412-317-6671" }, { "self_ref": "#/texts/28", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 554.62334983, "r": 151.493, "b": 545.5857435501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "Passcode: 13758023", "text": "Passcode: 13758023" }, { "self_ref": "#/texts/29", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 541.42333983, "r": 300.67499999999984, "b": 532.3857335501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 53 ] } ], "orig": "The playback can be accessed through August 20, 2026.", "text": "The playback can be accessed through August 20, 2026." }, { "self_ref": "#/texts/30", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 514.39612284, "r": 232.92600000000002, "b": 505.21127854485775, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "About Starwood Property Trust, Inc.", "text": "About Starwood Property Trust, Inc.", "level": 1 }, { "self_ref": "#/texts/31", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 493.02334983, "r": 551.761, "b": 404.78572355011255, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 787 ] } ], "orig": "Starwood Property Trust (NYSE: STWD), an affiliate of global private investment firm Starwood Capital Group, is a leading diversified finance company with a core focus on the real estate and infrastructure sectors. As of June\u00a0 30, 2026, the Company has successfully deployed $120 billion of capital since inception and manages a portfolio of $32 billion across debt and equity investments. Starwood Property Trust's investment objective is to generate attractive and stable returns for shareholders, primarily through dividends, by leveraging a premiere global organization to identify and execute on the best risk adjusted returning investments across its target assets. Additional information can be found at www.starwoodpropertytrust.com.", "text": "Starwood Property Trust (NYSE: STWD), an affiliate of global private investment firm Starwood Capital Group, is a leading diversified finance company with a core focus on the real estate and infrastructure sectors. As of June\u00a0 30, 2026, the Company has successfully deployed $120 billion of capital since inception and manages a portfolio of $32 billion across debt and equity investments. Starwood Property Trust's investment objective is to generate attractive and stable returns for shareholders, primarily through dividends, by leveraging a premiere global organization to identify and execute on the best risk adjusted returning investments across its target assets. Additional information can be found at www.starwoodpropertytrust.com." }, { "self_ref": "#/texts/32", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 387.43612284, "r": 199.79400000000004, "b": 378.25127854485777, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Forward-Looking Statements", "text": "Forward-Looking Statements", "level": 1 }, { "self_ref": "#/texts/33", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 366.06334983, "r": 551.7829999999999, "b": 198.62572355011253, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1416 ] } ], "orig": "Statements in this press release which are not historical fact may be deemed 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.\u00a0Forward-looking statements are developed by combining currently available information with our beliefs and assumptions and are generally identified by the words 'believe,' 'expect,' 'anticipate' and other similar expressions. \u00a0 Although Starwood Property Trust, Inc. believes the expectations reflected in any forward-looking statements are based on reasonable assumptions, it can give no assurance that its expectations will be attained. Factors that could cause actual results to differ materially from the Company's expectations include, but are not limited to, completion of pending investments and financings, continued ability to acquire additional investments, competition within the finance and real estate industries, availability of financing, and other risks detailed under the heading 'Risk Factors' in the Company's Annual Report on Form 10-K for the fiscal year ended December\u00a031, 2025, as well as other risks and uncertainties set forth from time to time in the Company's reports filed with the SEC, including its Quarterly Report on Form 10-Q for the quarter ended June\u00a030, 2026.", "text": "Statements in this press release which are not historical fact may be deemed 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.\u00a0Forward-looking statements are developed by combining currently available information with our beliefs and assumptions and are generally identified by the words 'believe,' 'expect,' 'anticipate' and other similar expressions. \u00a0 Although Starwood Property Trust, Inc. believes the expectations reflected in any forward-looking statements are based on reasonable assumptions, it can give no assurance that its expectations will be attained. Factors that could cause actual results to differ materially from the Company's expectations include, but are not limited to, completion of pending investments and financings, continued ability to acquire additional investments, competition within the finance and real estate industries, availability of financing, and other risks detailed under the heading 'Risk Factors' in the Company's Annual Report on Form 10-K for the fiscal year ended December\u00a031, 2025, as well as other risks and uncertainties set forth from time to time in the Company's reports filed with the SEC, including its Quarterly Report on Form 10-Q for the quarter ended June\u00a030, 2026." }, { "self_ref": "#/texts/34", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 5, "bbox": { "l": 63.35, "t": 186.46331983000005, "r": 551.6290000000002, "b": 122.4257135501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 526 ] } ], "orig": "In light of these risks and uncertainties, there can be no assurances that the results referred to in the forwardlooking statements contained herein will in fact occur. Except to the extent required by applicable law or regulation, we undertake no obligation to, and expressly disclaim any such obligation to, update or revise any forward-looking statements to reflect changed assumptions, the occurrence of anticipated or unanticipated events, changes to future results over time or otherwise.", "text": "In light of these risks and uncertainties, there can be no assurances that the results referred to in the forwardlooking statements contained herein will in fact occur. Except to the extent required by applicable law or regulation, we undertake no obligation to, and expressly disclaim any such obligation to, update or revise any forward-looking statements to reflect changed assumptions, the occurrence of anticipated or unanticipated events, changes to future results over time or otherwise." }, { "self_ref": "#/texts/35", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 5, "bbox": { "l": 303.25, "t": 23.863223400000038, "r": 308.75, "b": 14.812097188199004, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "2", "text": "2" }, { "self_ref": "#/texts/36", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 6, "bbox": { "l": 63.35, "t": 746.38335983, "r": 492.039, "b": 737.3457535501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 94 ] } ], "orig": "Additional information can be found on the Company's website at www.starwoodpropertytrust.com.", "text": "Additional information can be found on the Company's website at www.starwoodpropertytrust.com." }, { "self_ref": "#/texts/37", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 6, "bbox": { "l": 63.35, "t": 720.7261328400001, "r": 102.75200000000001, "b": 711.5412885448578, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "Contact:", "text": "Contact:", "level": 1 }, { "self_ref": "#/texts/38", "parent": { "$ref": "#/groups/22" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 6, "bbox": { "l": 63.35, "t": 707.35332983, "r": 151.67999999999998, "b": 698.3157235501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "Zachary Tanenbaum", "text": "Zachary Tanenbaum" }, { "self_ref": "#/texts/39", "parent": { "$ref": "#/groups/22" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 6, "bbox": { "l": 63.35, "t": 694.15331983, "r": 216.404, "b": 658.7157535501125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 74 ] } ], "orig": "Starwood Property Trust Phone: 203-422-7788 Email: ztanenbaum@starwood.com", "text": "Starwood Property Trust Phone: 203-422-7788 Email: ztanenbaum@starwood.com" }, { "self_ref": "#/texts/40", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 6, "bbox": { "l": 303.25, "t": 23.863223400000038, "r": 308.75, "b": 14.812097188199004, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "3", "text": "3" }, { "self_ref": "#/texts/41", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 7, "bbox": { "l": 63.35, "t": 561.07629862, "r": 340.29799999999994, "b": 552.3089472473642, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 57 ] } ], "orig": "Condensed Consolidated Statement of Operations by Segment", "text": "Condensed Consolidated Statement of Operations by Segment", "level": 1 }, { "self_ref": "#/texts/42", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 7, "bbox": { "l": 63.35, "t": 573.6763286199999, "r": 271.12399999999985, "b": 539.7089672473642, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 87 ] } ], "orig": "Starwood Property Trust,\u00a0Inc. and Subsidiaries For the three months ended June\u00a030, 2026", "text": "Starwood Property Trust,\u00a0Inc. and Subsidiaries For the three months ended June\u00a030, 2026", "level": 1 }, { "self_ref": "#/texts/43", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 393.25, "t": 23.863223400000038, "r": 398.75, "b": 14.812097188199004, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "4", "text": "4" }, { "self_ref": "#/texts/44", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 58.85, "t": 587.17614284, "r": 227.93100000000004, "b": 577.9912985448577, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 36 ] } ], "orig": "Definition of Distributable Earnings", "text": "Definition of Distributable Earnings", "level": 1 }, { "self_ref": "#/texts/45", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 58.85, "t": 565.87518624, "r": 735.578, "b": 511.3023216728091, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1168 ] } ], "orig": "Distributable Earnings, a non-GAAP financial measure, is used to compute the Company's incentive fees to its external manager and is an appropriate supplemental disclosure for a mortgage REIT. For the Company's purposes, Distributable Earnings is defined as GAAP net income (loss) excluding non-cash equity compensation expense, the incentive fee due to the Company's external manager, acquisition costs for successful acquisitions, depreciation and amortization of real estate and associated intangibles, any unrealized gains, losses or other non-cash items recorded in net income (loss) for the period and, to the extent deducted from net income (loss), distributions payable with respect to equity securities of subsidiaries issued in exchange for properties or interests therein. The amount is adjusted to exclude one-time events pursuant to changes in GAAP and certain other non-cash adjustments as determined by the Company's external manager and approved by a majority of the Company's independent directors. Refer to the Company's Quarterly Report on Form 10-Q for the quarter ended June\u00a030, 2026 for additional information regarding Distributable Earnings.", "text": "Distributable Earnings, a non-GAAP financial measure, is used to compute the Company's incentive fees to its external manager and is an appropriate supplemental disclosure for a mortgage REIT. For the Company's purposes, Distributable Earnings is defined as GAAP net income (loss) excluding non-cash equity compensation expense, the incentive fee due to the Company's external manager, acquisition costs for successful acquisitions, depreciation and amortization of real estate and associated intangibles, any unrealized gains, losses or other non-cash items recorded in net income (loss) for the period and, to the extent deducted from net income (loss), distributions payable with respect to equity securities of subsidiaries issued in exchange for properties or interests therein. The amount is adjusted to exclude one-time events pursuant to changes in GAAP and certain other non-cash adjustments as determined by the Company's external manager and approved by a majority of the Company's independent directors. Refer to the Company's Quarterly Report on Form 10-Q for the quarter ended June\u00a030, 2026 for additional information regarding Distributable Earnings." }, { "self_ref": "#/texts/46", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 58.85, "t": 500.37630862000003, "r": 309.7369999999999, "b": 491.6089572473643, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 54 ] } ], "orig": "Reconciliation of Net Income to Distributable Earnings", "text": "Reconciliation of Net Income to Distributable Earnings", "level": 1 }, { "self_ref": "#/texts/47", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 58.85, "t": 487.77630862, "r": 245.27499, "b": 479.00895724736426, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 40 ] } ], "orig": "For the three months ended June\u00a030, 2026", "text": "For the three months ended June\u00a030, 2026", "level": 1 }, { "self_ref": "#/texts/48", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 58.85, "t": 475.17632862, "r": 263.27449999999993, "b": 466.40897724736425, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 44 ] } ], "orig": "(Amounts in thousands except per share data)", "text": "(Amounts in thousands except per share data)", "level": 1 }, { "self_ref": "#/texts/49", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 8, "bbox": { "l": 393.25, "t": 23.863223400000038, "r": 398.75, "b": 14.812097188199004, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "5", "text": "5" }, { "self_ref": "#/texts/50", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 63.35, "t": 573.6763286199999, "r": 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"coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "7", "text": "7" }, { "self_ref": "#/texts/55", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 11, "bbox": { "l": 63.35, "t": 573.65630862, "r": 294.5705, "b": 527.0089572473642, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 137 ] } ], "orig": "Starwood Property Trust,\u00a0Inc. and Subsidiaries Condensed Consolidated Balance Sheet by Segment As of June\u00a030, 2026 (Amounts in thousands)", "text": "Starwood Property Trust,\u00a0Inc. and Subsidiaries Condensed Consolidated Balance Sheet by Segment As of June\u00a030, 2026 (Amounts in thousands)", "level": 1 }, { "self_ref": "#/texts/56", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 393.25, "t": 23.863223400000038, "r": 398.75, "b": 14.812097188199004, "coord_origin": "BOTTOMLEFT" }, "charspan": 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Liquidity as of July 31, 2026. Please refer to the Calculation Methodologies section herein for the definition of Distributable Earnings (DE).", "text": "NOTE: Data as of June 30, 2026 unless otherwise noted. Liquidity as of July 31, 2026. Please refer to the Calculation Methodologies section herein for the definition of Distributable Earnings (DE)." }, { "self_ref": "#/texts/60", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/61", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 767.47998, "t": 18.53436529999999, "r": 772.46598, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "9", "text": "9" }, { "self_ref": "#/texts/62", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 14, "bbox": { 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"charspan": [ 0, 85 ] } ], "orig": "\u00b7 Reduced the weighted average spread on term loan facilities from S+2.00% to S+1.93%", "text": "Reduced the weighted average spread on term loan facilities from S+2.00% to S+1.93%", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/65", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 52.07, "t": 97.79913039999997, "r": 234.4680000000001, "b": 87.2929840982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "\u00b7 Subsequent to quarter end:", "text": "Subsequent to quarter end:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/66", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 88.07, "t": 77.3991704, "r": 498.9100000000001, "b": 65.49878000000001, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 64 ] } ], "orig": "\u25e6 Repaid $900M of unsecured notes due July 2026 and January 2027", "text": "Repaid $900M of unsecured notes due July 2026 and January 2027", "enumerated": false, "marker": "\u25e6" }, { "self_ref": "#/texts/67", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/68", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "10", "text": "10" }, { "self_ref": "#/texts/69", "parent": { "$ref": "#/body" }, "children": [], 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"text": "COMMERCIAL AND RESIDENTIAL LENDING SEGMENT", "level": 1 }, { "self_ref": "#/texts/74", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 22.4, "t": 575.1765125, "r": 381.9000000000001, "b": 553.2887077047023, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "Commercial Lending Portfolio", "text": "Commercial Lending Portfolio", "level": 1 }, { "self_ref": "#/texts/75", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 168.61881309245098, "t": 511.6083659073, "r": 226.71067463188052, "b": 501.8459128973691, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 11 ] } ], "orig": "Q2 Activity", "text": "Q2 Activity", "level": 1 }, { "self_ref": "#/texts/76", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 17, "bbox": { "l": 32.5, "t": 473.8491204, "r": 241.81000000000003, "b": 463.3429740982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u00b7 Portfolio reaches a record $17.3B", "text": "Portfolio reaches a record $17.3B", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/77", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 17, "bbox": { "l": 32.5, "t": 456.4491604, "r": 246.22601, "b": 445.94301409825715, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 36 ] } ], "orig": "\u00b7 $1.4B originations ( $754M funded)", "text": "$1.4B originations ( $754M funded)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/78", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 17, "bbox": { "l": 32.5, "t": 439.04913039999997, "r": 196.638, "b": 428.54298409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "\u00b7 $250M follow on fundings", "text": "$250M follow on fundings", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/79", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 17, "bbox": { "l": 32.5, "t": 421.64914039999996, "r": 160.80201000000002, "b": 411.14299409825713, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "\u00b7 $447M repayments", "text": "$447M repayments", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/80", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 17, "bbox": { "l": 32.5, "t": 404.2491404, "r": 363.7100000000001, "b": 393.74299409825716, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 58 ] } ], "orig": "\u00b7 Sold two units in a previously foreclosed asset for $12M", "text": "Sold two units in a previously foreclosed asset for $12M", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/81", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 17, "bbox": { "l": 22.4, "t": 39.85436530000004, "r": 299.94800000000015, "b": 31.974755573692846, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 65 ] } ], "orig": "NOTE : See the Ratings Criteria section included in the Appendix", "text": "NOTE : See the Ratings Criteria section included in the Appendix" }, { "self_ref": "#/texts/82", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 547.669804316451, "t": 511.98005651709997, "r": 633.2716658558805, "b": 502.155155807169, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Loan Risk Rating", "text": "Loan Risk Rating", "level": 1 }, { "self_ref": "#/texts/83", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/84", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "12", "text": "12" }, { "self_ref": "#/texts/85", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 18, "bbox": { "l": 20.479111300000028, "t": 231.26, "r": 30.10974540993098, "b": 132.26, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "Top 10 Loans (UPB)", "text": "Top 10 Loans (UPB)" }, { "self_ref": "#/texts/86", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 22.32, "t": 574.9465325, "r": 491.895, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "Top 10 Loans by Largest Property Types", "text": "Top 10 Loans by Largest Property Types", "level": 1 }, { "self_ref": "#/texts/87", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 57.5, "t": 79.08263699999998, "r": 134.96999999999994, "b": 70.32751508188096, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "*Fully extended", "text": "*Fully extended" }, { "self_ref": "#/texts/88", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/89", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "13", "text": "13" }, { "self_ref": "#/texts/90", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 22.32, "t": 574.9465325, "r": 314.47, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Collateral Diversification", "text": "Collateral Diversification", "level": 1 }, { "self_ref": "#/texts/91", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 19, "bbox": { "l": 27.45, "t": 536.4856538, "r": 763.4019999999999, "b": 508.54849311463335, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 138 ] } ], "orig": "Commercial loan portfolio has evolved over time, with increasing concentration in multifamily, industrial and data center collateral types", "text": "Commercial loan portfolio has evolved over time, with increasing concentration in multifamily, industrial and data center collateral types" }, { "self_ref": "#/texts/92", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/93", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "14", "text": "14" }, { "self_ref": "#/texts/94", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_header", "prov": [ { "page_no": 20, "bbox": { "l": 31.622671616399884, "t": 441.19274039772404, "r": 41.26314412633087, "b": 422.26773246798683, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "U.S.", "text": "U.S." }, { "self_ref": "#/texts/95", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 22.32, "t": 574.9465325, "r": 607.945, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 47 ] } ], "orig": "Commercial Portfolio Geographic Diversification", "text": "Commercial Portfolio Geographic Diversification", "level": 1 }, { "self_ref": "#/texts/96", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 171.96005233691946, "t": 265.01355734850006, "r": 209.16191387634896, "b": 255.29852463856906, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 6 ] } ], "orig": "Europe", "text": "Europe", "level": 1 }, { "self_ref": "#/texts/97", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 31.611122447600025, "t": 206.44272995852396, "r": 41.27653415753096, "b": 139.55772202878683, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "International", "text": "International", "level": 1 }, { "self_ref": "#/texts/98", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 22.32, "t": 40.03436529999999, "r": 343.75199999999995, "b": 32.15475557369291, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 71 ] } ], "orig": "NOTE : Amounts are stated as a percentage of commercial loan portfolio", "text": "NOTE : Amounts are stated as a percentage of commercial loan portfolio" }, { "self_ref": "#/texts/99", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 385.0706229905195, "t": 265.0234788970001, "r": 431.292484529949, "b": 255.28797078706907, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "Australia", "text": "Australia", "level": 1 }, { "self_ref": "#/texts/100", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 20, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/101", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 20, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "15", "text": "15" }, { "self_ref": "#/texts/102", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 22.32, "t": 574.9465325, "r": 370.14500000000004, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Commercial Lending Metrics", "text": "Commercial Lending Metrics", "level": 1 }, { "self_ref": "#/texts/103", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/104", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "16", "text": "16" }, { "self_ref": "#/texts/105", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 22, "bbox": { "l": 22.32, "t": 574.2265625, "r": 567.52504, "b": 552.3387577047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "Top 10 Commercial Lending Commitments (4)", "text": "Top 10 Commercial Lending Commitments (4)", "level": 1 }, { "self_ref": "#/texts/106", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 22, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/107", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 22, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "17", "text": "17" }, { "self_ref": "#/texts/108", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 23, "bbox": { "l": 22.32, "t": 574.9465325, "r": 245.91999999999993, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "Nonaccrual Assets", "text": "Nonaccrual Assets", "level": 1 }, { "self_ref": "#/texts/109", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 23, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/110", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 23, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "18", "text": "18" }, { "self_ref": "#/texts/111", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 24, "bbox": { "l": 22.32, "t": 574.9465325, "r": 234.46999999999997, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "Foreclosed Assets", "text": "Foreclosed Assets", "level": 1 }, { "self_ref": "#/texts/112", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 24, "bbox": { "l": 158.48910130000002, "t": 174.10000000000002, "r": 168.11973540993097, "b": 101.5, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Property Type", "text": "Property Type", "level": 1 }, { "self_ref": "#/texts/113", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 24, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/114", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 24, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "19", "text": "19" }, { "self_ref": "#/texts/115", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 25, "bbox": { "l": 22.32, "t": 574.7865625, "r": 257.32000000000005, "b": 552.8987577047023, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "Residential Portfolio", "text": "Residential Portfolio", "level": 1 }, { "self_ref": "#/texts/116", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 25, "bbox": { "l": 25.21, "t": 545.4061236, "r": 58.970000000000006, "b": 538.4020260655047, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "$ millions", "text": "$ millions" }, { "self_ref": "#/texts/117", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 43.58, "t": 521.2271774999999, "r": 346.59402, "b": 508.7359406198606, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 50 ] } ], "orig": "\u00d8 Recorded $3M net unrealized fair value increase:", "text": "\u00d8 Recorded $3M net unrealized fair value increase:", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/118", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 97.58, "t": 496.2791404, "r": 263.86600000000004, "b": 485.7729940982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "-Loans: $12M decrease", "text": "-Loans: $12M decrease", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/119", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 97.58, "t": 472.8791504, "r": 254.82601000000005, "b": 462.3730040982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "-RMBS: $2M decrease", "text": "-RMBS: $2M decrease", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/120", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 97.58, "t": 449.4156538, "r": 434.98001, "b": 437.1584831146333, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 50 ] } ], "orig": "-Interest Rate Hedges: $17M increase to FMV of $4M", "text": "-Interest Rate Hedges: $17M increase to FMV of $4M", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/121", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 43.58, "t": 423.3872075, "r": 285.14400000000006, "b": 410.89597061986063, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "\u00d8 Redeemed a consolidated RMBS trust:", "text": "\u00d8 Redeemed a consolidated RMBS trust:", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/122", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 97.58, "t": 398.4391504, "r": 576.5460000000002, "b": 387.9330040982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 79 ] } ], "orig": "-Transferred $230M of loans previously securitized to loans held-for-investment", "text": "-Transferred $230M of loans previously securitized to loans held-for-investment", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/123", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 97.58, "t": 375.0391204, "r": 544.35001, "b": 364.53297409825717, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 67 ] } ], "orig": "-Redeemed $82M of our retained RMBS and $151M held by third parties", "text": "-Redeemed $82M of our retained RMBS and $151M held by third parties", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/124", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 25, "bbox": { "l": 43.58, "t": 351.8271775, "r": 343.504, "b": 339.33594061986065, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 45 ] } ], "orig": "\u00d8 Repayments of $53M on loans and $8M on RMBS", "text": "\u00d8 Repayments of $53M on loans and $8M on RMBS", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/125", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 25, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/126", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": 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"$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 27, "bbox": { "l": 22.32, "t": 574.9465325, "r": 372.2200000000001, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Portfolio Metrics and Activity", "text": "Portfolio Metrics and Activity", "level": 1 }, { "self_ref": "#/texts/130", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 27, "bbox": { "l": 155.39999, "t": 519.4908786999999, "r": 213.46999, "b": 509.86024459006904, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 11 ] } ], "orig": "Q2 Activity", "text": "Q2 Activity", "level": 1 }, { "self_ref": "#/texts/131", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 27, "bbox": { "l": 29.7, "t": 485.9691504, "r": 292.5520000000001, "b": 475.46300409825716, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 39 ] } ], "orig": "\u2022 $441M new commitments ( $296M funded)", "text": "$441M new commitments ( $296M funded)", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/132", "parent": { "$ref": "#/groups/9" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 27, "bbox": { "l": 29.7, "t": 468.5691504, "r": 187.118, "b": 458.0630040982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "\u2022 $24M follow on fundings", "text": "$24M follow on fundings", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/133", "parent": { "$ref": "#/groups/10" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 27, "bbox": { "l": 29.7, "t": 451.1691304, "r": 158.006, "b": 440.66298409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "\u2022 $447M repayments", "text": "$447M repayments", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/134", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 27, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/135", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 27, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "21", "text": "21" }, { "self_ref": "#/texts/136", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 28, "bbox": { "l": 461.75, "t": 320.3043844, "r": 769.75, "b": 292.287994262019, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "PROPERTY SEGMENT", "text": "PROPERTY SEGMENT", "level": 1 }, { "self_ref": "#/texts/137", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 28, "bbox": { "l": 700.64001, "t": 100.99200128000001, "r": 712.8080099999999, "b": 91.24811899576855, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "25", "text": "25" }, { "self_ref": "#/texts/138", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 29, "bbox": { "l": 22.32, "t": 574.2265625, "r": 483.8200000000001, "b": 552.3387577047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "Property Segment Investment Portfolio", "text": "Property Segment Investment Portfolio", "level": 1 }, { "self_ref": "#/texts/139", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 29, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/140", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 29, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "22", "text": "22" }, { "self_ref": "#/texts/141", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 30, "bbox": { "l": 22.32, "t": 575.0065324999999, "r": 353.0200000000001, "b": 553.1187277047023, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Woodstar Fund (the \"Fund\")", "text": "Woodstar Fund (the \"Fund\")", "level": 1 }, { "self_ref": "#/texts/142", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 30, "bbox": { "l": 25.88, "t": 546.9160736, "r": 59.64, "b": 539.9119760655047, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "$ millions", "text": "$ millions" }, { "self_ref": "#/texts/143", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 30, "bbox": { "l": 37.8, "t": 512.14922875, "r": 730.9579900000009, "b": 473.0002245900691, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 354 ] } ], "orig": "\u00d8 The Fund, which was formed in Q4 2021, holds the 14,793 affordable housing units comprising the Woodstar I and Woodstar II portfolios and is accounted for under ASC 946, Financial Services - Investment Companies , with its investments reported on our consolidated balance sheet at fair value and changes in fair value each period recognized in earnings", "text": "\u00d8 The Fund, which was formed in Q4 2021, holds the 14,793 affordable housing units comprising the Woodstar I and Woodstar II portfolios and is accounted for under ASC 946, Financial Services - Investment Companies , with its investments reported on our consolidated balance sheet at fair value and changes in fair value each period recognized in earnings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/144", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 30, "bbox": { "l": 104.4, "t": 421.22088870000005, "r": 205.60000000000002, "b": 411.5902545900691, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "Income Statement:", "text": "Income Statement:", "level": 1 }, { "self_ref": "#/texts/145", "parent": { "$ref": "#/groups/12" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 30, "bbox": { "l": 35.47, "t": 403.37087870000005, "r": 268.52300000000014, "b": 364.04026459006906, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 102 ] } ], "orig": "\u25aa DE ($18M) : Represents net income at the portfolio-level excluding unrealized fair value adjustments", "text": "DE ($18M) : Represents net income at the portfolio-level excluding unrealized fair value adjustments", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/146", "parent": { "$ref": "#/groups/12" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 30, "bbox": { "l": 35.47, "t": 355.8208887, "r": 274.741, "b": 271.94025459006906, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 229 ] } ], "orig": "\u25aa GAAP ($5M) : Net income from our investments is reported as a single line item, which includes changes in fair value of the investments ($-13M) , changes in working capital ($+9M) , and cash income distributions received ($+9M)", "text": "GAAP ($5M) : Net income from our investments is reported as a single line item, which includes changes in fair value of the investments ($-13M) , changes in working capital ($+9M) , and cash income distributions received ($+9M)", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/147", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 30, "bbox": { "l": 112.84, "t": 202.77087870000003, "r": 192.92, "b": 193.14024459006907, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "Balance Sheet:", "text": "Balance Sheet:", "level": 1 }, { "self_ref": "#/texts/148", "parent": { "$ref": "#/groups/13" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 30, "bbox": { "l": 30.72, "t": 184.69088869999996, "r": 264.09600000000006, "b": 160.210244590069, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 68 ] } ], "orig": "\u25aa Net Investment : Property-level assets, net of property-level debt", "text": "Net Investment : Property-level assets, net of property-level debt", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/149", "parent": { "$ref": "#/groups/13" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 30, "bbox": { "l": 30.72, "t": 151.9908787, "r": 256.0200000000001, "b": 127.51023459006905, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 64 ] } ], "orig": "\u25aa Temporary Equity : 20.6% attributable to third party investors", "text": "Temporary Equity : 20.6% attributable to third party investors", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/150", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 30, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/151", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 30, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "23", "text": "23" }, { "self_ref": "#/texts/152", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 31, "bbox": { "l": 22.32, "t": 577.2265625, "r": 369.32000000000005, "b": 555.3387577047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Net Lease Portfolio Highlights", "text": "Net Lease Portfolio Highlights", "level": 1 }, { "self_ref": "#/texts/153", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 31, "bbox": { "l": 25.56, "t": 542.3191504, "r": 245.39999999999998, "b": 531.8130040982571, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 40 ] } ], "orig": "Significant Activity During the Quarter:", "text": "Significant Activity During the Quarter:", "level": 1 }, { "self_ref": "#/texts/154", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 31, "bbox": { "l": 25.56, "t": 520.401885, "r": 175.73999, "b": 509.6951105313091, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "\u00d8 Portfolio grew to $2.7B", "text": "\u00d8 Portfolio grew to $2.7B", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/155", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 31, "bbox": { "l": 25.56, "t": 498.681885, "r": 696.8299999999996, "b": 487.97511053130916, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 111 ] } ], "orig": "\u00d8 Acquired 16 properties ( 10 tenants) for $179M at a 7.4% cap rate and a 16.2-year weighted average lease term", "text": "\u00d8 Acquired 16 properties ( 10 tenants) for $179M at a 7.4% cap rate and a 16.2-year weighted average lease term", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/156", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 31, "bbox": { "l": 25.56, "t": 478.281865, "r": 770.34402, "b": 451.7729940982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 155 ] } ], "orig": "\u00d8 Entered into a new revolving warehouse credit facility totalling $1.0B ( $500M committed) with a 5-year term, at S+1.55% and an advance rate of up to 70%", "text": "\u00d8 Entered into a new revolving warehouse credit facility totalling $1.0B ( $500M committed) with a 5-year term, at S+1.55% and an advance rate of up to 70%", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/157", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 31, "bbox": { "l": 25.56, "t": 439.881895, "r": 777.0559999999999, "b": 429.1751205313091, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 126 ] } ], "orig": "\u00d8 After quarter end, amended an existing $600M credit facility reducing spread by 60 bps to S+1.90% and eliminating SOFR floor", "text": "\u00d8 After quarter end, amended an existing $600M credit facility reducing spread by 60 bps to S+1.90% and eliminating SOFR floor", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/158", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 31, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/159", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 31, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "24", "text": "24" }, { "self_ref": "#/texts/160", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 32, "bbox": { "l": 22.32, "t": 572.3265425, "r": 508.2700000000001, "b": 550.4387377047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "Net Lease Portfolio Highlights, continued", "text": "Net Lease Portfolio Highlights, continued", "level": 1 }, { "self_ref": "#/texts/161", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 32, "bbox": { "l": 22.32, "t": 543.7708787, "r": 236.279, "b": 534.1402445900691, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "(% of Annualized In-Place Base Rent (a) )", "text": "(% of Annualized In-Place Base Rent (a) )" }, { "self_ref": "#/texts/162", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 32, "bbox": { "l": 192.24001, "t": 490.8222072, "r": 367.92001000000016, "b": 476.8140121310095, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "Top 10 Major Industries", "text": "Top 10 Major Industries", "level": 1 }, { "self_ref": "#/texts/163", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 32, "bbox": { "l": 602.38, "t": 490.4621872, "r": 707.9799999999999, "b": 476.45399213100956, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Property Type", "text": "Property Type", "level": 1 }, { "self_ref": "#/texts/164", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 32, "bbox": { "l": 22.32, "t": 41.48260700000003, "r": 725.3300000000008, "b": 32.7274850818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 142 ] } ], "orig": "(a) Annualized In-Place Base Rent represents the monthly aggregate base rent charged to tenants as of the balance sheet date, multiplied by 12", "text": "(a) Annualized In-Place Base Rent represents the monthly aggregate base rent charged to tenants as of the balance sheet date, multiplied by 12" }, { "self_ref": "#/texts/165", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 32, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/166", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 32, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], 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"list_item", "prov": [ { "page_no": 34, "bbox": { "l": 23.07, "t": 500.7791404, "r": 663.0919999999999, "b": 490.2729940982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 112 ] } ], "orig": "\u00d8 Securitized or sold $320M of conduit loans in five transactions (not including $11M which priced last quarter)", "text": "\u00d8 Securitized or sold $320M of conduit loans in five transactions (not including $11M which priced last quarter)", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/173", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 34, "bbox": { "l": 23.07, "t": 480.9791304, "r": 601.9299800000001, "b": 470.47298409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 102 ] } ], "orig": "\u00d8 Active servicing portfolio increased from $9.9B to $10.9B , with named servicing portfolio at $93.6B", "text": "\u00d8 Active servicing portfolio increased from $9.9B to $10.9B , with named servicing portfolio at $93.6B", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/174", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 34, "bbox": { "l": 23.07, "t": 461.1791404, "r": 653.8699900000001, "b": 450.67299409825716, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 106 ] } ], "orig": "\u00d8 Sold a previously foreclosed hospitality asset for gross proceeds of $13M and a $2M gain for GAAP and DE", "text": "\u00d8 Sold a previously foreclosed hospitality asset for gross proceeds of $13M and a $2M gain for GAAP and DE", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/175", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 34, "bbox": { "l": 23.07, "t": 441.3791504, "r": 488.4239900000001, "b": 430.8730040982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 76 ] } ], "orig": "\u00d8 Acquired $45M of CMBS 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"b": 475.12886983597497, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 29 ] } ], "orig": "Affirmed by Fitch and Moody's", "text": "Affirmed by Fitch and Moody's" }, { "self_ref": "#/texts/197", "parent": { "$ref": "#/pictures/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 37, "bbox": { "l": 131.78, "t": 471.72173784999995, "r": 240.7700000000001, "b": 462.52885983597497, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "rating agencies in Q2", "text": "rating agencies in Q2" }, { "self_ref": "#/texts/198", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 37, "bbox": { "l": 465.53, "t": 520.4556538, "r": 671.3300000000002, "b": 508.19848311463335, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Adjusted Debt-to-Equity Ratios", "text": "Adjusted Debt-to-Equity Ratios", "level": 1 }, { "self_ref": "#/texts/199", "parent": { "$ref": 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9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/201", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 37, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "28", "text": "28" }, { "self_ref": "#/texts/202", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 38, "bbox": { "l": 22.32, "t": 574.9465325, "r": 451.22, "b": 553.0587277047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "Capitalization Overview, continued", "text": "Capitalization Overview, continued", "level": 1 }, { "self_ref": "#/texts/203", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 38, "bbox": { "l": 25.21, "t": 546.2360836, "r": 56.92200000000001, "b": 539.2319860655048, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "$ billions", "text": "$ billions" }, { "self_ref": "#/texts/204", "parent": { "$ref": "#/groups/16" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 38, "bbox": { "l": 25.21, "t": 508.3674021, "r": 673.9439899999999, "b": 496.9857436064452, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 94 ] } ], "orig": "\u00d8 92% of commercial lending debt and 86% of consolidated debt has no mark-to-market provisions", "text": "\u00d8 92% of commercial lending debt and 86% of consolidated debt has no mark-to-market provisions", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/205", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 38, "bbox": { "l": 127.92, "t": 460.58566379999996, "r": 282.2, "b": 448.3284931146333, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 22 ] } ], "orig": "Total Debt Outstanding", "text": "Total Debt Outstanding", "level": 1 }, { "self_ref": "#/texts/206", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 38, "bbox": { "l": 118.64, "t": 441.4091204, "r": 291.54800000000006, "b": 430.9029740982572, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 29 ] } ], "orig": "(including off-balance sheet)", "text": "(including off-balance sheet)" }, { "self_ref": "#/texts/207", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 38, "bbox": { "l": 701.40842507561, "t": 194.41998450133178, "r": 778.266391329176, "b": 185.65954810782284, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "No Margin Calls", "text": "No Margin Calls" }, { "self_ref": "#/texts/208", "parent": { "$ref": "#/body" }, "children": [], 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"charspan": [ 0, 27 ] } ], "orig": "Logan Epstein, 646.582.9267", "text": "Logan Epstein, 646.582.9267" }, { "self_ref": "#/texts/261", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 44, "bbox": { "l": 24.19, "t": 167.16913039999997, "r": 122.58999999999999, "b": 156.66298409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Rating Agencies:", "text": "Rating Agencies:", "level": 1 }, { "self_ref": "#/texts/262", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 44, "bbox": { "l": 24.19, "t": 139.8891304, "r": 173.95000000000005, "b": 129.3829840982571, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Moody's Investors Service", "text": "Moody's Investors Service", "level": 1 }, { "self_ref": "#/texts/263", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 44, "bbox": { "l": 24.19, "t": 125.4891404, "r": 190.138, "b": 100.58299409825713, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "Stephen Lynch, 212.553.9585 Ana Arsov, 212.553.3763", "text": "Stephen Lynch, 212.553.9585 Ana Arsov, 212.553.3763" }, { "self_ref": "#/texts/264", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 44, "bbox": { "l": 24.19, "t": 88.13916040000004, "r": 60.67, "b": 77.63301409825715, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 6 ] } ], "orig": "Rating", "text": "Rating", "level": 1 }, { "self_ref": "#/texts/265", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 44, "bbox": { "l": 24.19, "t": 73.7391404, "r": 147.02200000000002, "b": 63.23299409825711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "Ba2 / Outlook Stable", "text": "Ba2 / Outlook Stable" }, { "self_ref": "#/texts/266", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 44, "bbox": { "l": 245.67, "t": 141.04913039999997, "r": 317.90999999999997, "b": 130.54298409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Fitch Ratings", "text": "Fitch Ratings", "level": 1 }, { "self_ref": "#/texts/267", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 44, "bbox": { "l": 245.67, "t": 126.64914039999996, "r": 425.82600000000036, "b": 102.70299409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 53 ] } ], "orig": "Meghan Neenan, 212.908.9121 Johann Juan, 312.368.3339", "text": "Meghan Neenan, 212.908.9121 Johann Juan, 312.368.3339" }, { "self_ref": "#/texts/268", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 44, "bbox": { "l": 245.67, "t": 88.13916040000004, "r": 282.15000000000003, "b": 77.63301409825715, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 6 ] } ], "orig": "Rating", "text": "Rating", "level": 1 }, { "self_ref": "#/texts/269", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 44, "bbox": { "l": 245.67, "t": 73.7391404, "r": 367.81800000000004, "b": 63.23299409825711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "BB+ / Outlook Stable", "text": "BB+ / Outlook Stable" }, { "self_ref": "#/texts/270", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 44, "bbox": { "l": 505.42999, "t": 141.04913039999997, "r": 571.66999, "b": 130.54298409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 11 ] } ], "orig": "S&P Ratings", "text": "S&P Ratings", "level": 1 }, { "self_ref": "#/texts/271", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 44, "bbox": { "l": 505.42999, "t": 126.64914039999996, "r": 682.8619900000001, "b": 116.14299409825713, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Kristina Koltunicki, 212.438.7242", "text": "Kristina Koltunicki, 212.438.7242" }, { "self_ref": "#/texts/272", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 44, "bbox": { "l": 505.42999, "t": 113.20914040000002, "r": 683.1019900000002, "b": 102.70299409825714, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Gaurav A. Parikh, 212.438.1131", "text": "Gaurav A. Parikh, 212.438.1131" }, { "self_ref": "#/texts/273", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 44, "bbox": { "l": 505.42999, "t": 87.5391204, "r": 541.90999, "b": 77.03297409825711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 6 ] } ], "orig": "Rating", "text": "Rating", "level": 1 }, { "self_ref": "#/texts/274", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 44, "bbox": { "l": 505.42999, "t": 73.13916040000004, "r": 616.9819899999999, "b": 62.63301409825715, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "BB / Outlook Stable", "text": "BB / Outlook Stable" }, { "self_ref": "#/texts/275", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 44, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/276", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 44, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "34", "text": "34" }, { "self_ref": "#/texts/277", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 45, "bbox": { "l": 22.32, "t": 574.5865425, "r": 141.71999999999997, "b": 552.6987377047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "Footnotes", "text": "Footnotes", "level": 1 }, { "self_ref": "#/texts/278", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 533.3608987, "r": 737.8159900000006, "b": 523.730264590069, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 130 ] } ], "orig": "1. Excludes $203M of the commercial portfolio which are classified as CMBS or preferred equity investments and are not risk rated.", "text": "Excludes $203M of the commercial portfolio which are classified as CMBS or preferred equity investments and are not risk rated.", "enumerated": true, "marker": "1." }, { "self_ref": "#/texts/279", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 509.3608687, "r": 606.297, "b": 499.7302345900691, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 104 ] } ], "orig": "2. Contiguous mezzanine loans of $1,417M are included in the first mortgage balance as of June\u00a030, 2026.", "text": "Contiguous mezzanine loans of $1,417M are included in the first mortgage balance as of June\u00a030, 2026.", "enumerated": true, "marker": "2." }, { "self_ref": "#/texts/280", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 484.6108987, "r": 741.8960000000005, "b": 435.38023459006905, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 399 ] } ], "orig": "3. Unlevered returns are calculated using applicable index rates for variable rate investments in place as of the respective period end and exclude assets for which interest income is not recognized. In addition to cash coupon, unlevered return includes the amortization of deferred origination and extension fees, loan origination costs, and purchase discounts, as well as the accrual of exit fees.", "text": "Unlevered returns are calculated using applicable index rates for variable rate investments in place as of the respective period end and exclude assets for which interest income is not recognized. In addition to cash coupon, unlevered return includes the amortization of deferred origination and extension fees, loan origination costs, and purchase discounts, as well as the accrual of exit fees.", "enumerated": true, "marker": "3." }, { "self_ref": "#/texts/281", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 420.8608987, "r": 262.16400000000016, "b": 411.23026459006905, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "4. Excludes preferred equity investments.", "text": "Excludes preferred equity investments.", "enumerated": true, "marker": "4." }, { "self_ref": "#/texts/282", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 396.1108987, "r": 739.5970000000005, "b": 346.88023459006905, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 396 ] } ], "orig": "5. Sectors are defined as follows: Power: power plants fueled with natural gas or coal and petroleum coke; Midstream: oil and gas transport (including pipelines), LNG terminals and storage; Downstream: petrochemical and chemical plants; Upstream: oil and gas exploration and production; Other: generating facilities that convert renewable energy resources into electrical energy, including solar.", "text": "Sectors are defined as follows: Power: power plants fueled with natural gas or coal and petroleum coke; Midstream: oil and gas transport (including pipelines), LNG terminals and storage; Downstream: petrochemical and chemical plants; Upstream: oil and gas exploration and production; Other: generating facilities that convert renewable energy resources into electrical energy, including solar.", "enumerated": true, "marker": "5." }, { "self_ref": "#/texts/283", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 332.3608687, "r": 539.9579999999995, "b": 322.7302345900691, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 93 ] } ], "orig": "6. Net carrying value for wholly-owned investments includes properties and lease intangibles.", "text": "Net carrying value for wholly-owned investments includes properties and lease intangibles.", "enumerated": true, "marker": "6." }, { "self_ref": "#/texts/284", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 307.6108687, "r": 748.3530000000002, "b": 271.58024459006907, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 315 ] } ], "orig": "7. Net operating income represents rental income less costs of rental operations and excludes interest, depreciation and amortization. It also excludes an allowance for recurring capital expenditures at multifamily properties and any other adjustments that would be made in the calculation of a cash-on-cash return.", "text": "Net operating income represents rental income less costs of rental operations and excludes interest, depreciation and amortization. It also excludes an allowance for recurring capital expenditures at multifamily properties and any other adjustments that would be made in the calculation of a cash-on-cash return.", "enumerated": true, "marker": "7." }, { "self_ref": "#/texts/285", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 258.8608687, "r": 731.8420000000002, "b": 236.03025459006903, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 153 ] } ], "orig": "8. Occupancy calculated based on number of properties for our single-tenant net lease properties and square footage for multitenant net lease properties.", "text": "Occupancy calculated based on number of properties for our single-tenant net lease properties and square footage for multitenant net lease properties.", "enumerated": true, "marker": "8." }, { "self_ref": "#/texts/286", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 44.12, "t": 225.11086869999997, "r": 255.66300000000004, "b": 215.48023459006902, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "9. Excludes non-controlling JV interests.", "text": "Excludes non-controlling JV interests.", "enumerated": true, "marker": "9." }, { "self_ref": "#/texts/287", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 38.03, "t": 198.11086869999997, "r": 728.3990000000002, "b": 148.88023459006905, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 490 ] } ], "orig": "10. Represents (i) total outstanding secured and unsecured financing arrangements (excluding the non-recourse ABSs, CLOs and SASB, and adjusted to include our share of the Woodstar portfolio debt with a UPB of $1,225M), less cash and lender-restricted cash; divided by (ii) undepreciated permanent equity (i.e. GAAP permanent equity plus accumulated depreciation and amortization of $404M as of June\u00a030, 2026), less our share of the Woodstar cumulative change in fair value of debt of $11M.", "text": "Represents (i) total outstanding secured and unsecured financing arrangements (excluding the non-recourse ABSs, CLOs and SASB, and adjusted to include our share of the Woodstar portfolio debt with a UPB of $1,225M), less cash and lender-restricted cash; divided by (ii) undepreciated permanent equity (i.e. GAAP permanent equity plus accumulated depreciation and amortization of $404M as of June\u00a030, 2026), less our share of the Woodstar cumulative change in fair value of debt of $11M.", "enumerated": true, "marker": "10." }, { "self_ref": "#/texts/288", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 38.03, "t": 134.36086869999997, "r": 441.11701000000005, "b": 124.73023459006902, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 76 ] } ], "orig": "11. Includes our share of the Woodstar portfolio debt with a UPB of $1,225M.", "text": "Includes our share of the Woodstar portfolio debt with a UPB of $1,225M.", "enumerated": true, "marker": "11." }, { "self_ref": "#/texts/289", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 38.03, "t": 108.11086869999997, "r": 737.0780000000004, "b": 85.28025459006903, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 178 ] } ], "orig": "12. Excludes non-recourse ABSs, CLOs, SASB and our share of the Woodstar portfolio debt. Drawn amounts also exclude discounts / premiums and unamortized deferred financing costs.", "text": "Excludes non-recourse ABSs, CLOs, SASB and our share of the Woodstar portfolio debt. Drawn amounts also exclude discounts / premiums and unamortized deferred financing costs.", "enumerated": true, "marker": "12." }, { "self_ref": "#/texts/290", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 45, "bbox": { "l": 38.03, "t": 69.1108987, "r": 749.6620000000005, "b": 46.280254590069035, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 168 ] } ], "orig": "13. Does not include potential proceeds from future A-note sales or ABS and CLO securitizations and is as of quarter end, adjusted for approved undrawn credit capacity.", "text": "Does not include potential proceeds from future A-note sales or ABS and CLO securitizations and is as of quarter end, adjusted for approved undrawn credit capacity.", "enumerated": true, "marker": "13." }, { "self_ref": "#/texts/291", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 45, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/292", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 45, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "35", "text": "35" }, { "self_ref": "#/texts/293", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 46, "bbox": { "l": 22.32, "t": 574.4765625, "r": 352.16999999999996, "b": 552.5887577047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "Calculation Methodologies", "text": "Calculation Methodologies", "level": 1 }, { "self_ref": "#/texts/294", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 46, "bbox": { "l": 20.88, "t": 520.032597, "r": 129.55999999999997, "b": 511.2774750818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "Distributable Earnings:", "text": "Distributable Earnings:", "level": 1 }, { "self_ref": "#/texts/295", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 46, "bbox": { "l": 38.88, "t": 498.032627, "r": 762.7700000000007, "b": 417.2775050818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1032 ] } ], "orig": "Distributable Earnings is a non-GAAP measure. We calculate Distributable Earnings as GAAP net income (loss) excluding the following: (i) non-cash equity compensation expense; (ii) the incentive fee due under our management agreement; (iii) acquisition and investment pursuit costs associated with successful acquisitions; (iv) depreciation and amortization of real estate and associated intangibles; (v) unrealized gains (losses), net of realized gains (losses), as described further below; (vi) other non-cash items; and (vii) to the extent deducted from net income (loss), distributions payable with respect to equity securities of subsidiaries issued in exchange for properties or interests therein (i.e. the Woodstar II Class A units), with each of the above adjusted for any related non-controlling interest. Distributable Earnings may be adjusted to exclude one-time events pursuant to changes in GAAP and certain other non-cash adjustments as determined by our Manager and approved by a majority of our independent directors.", "text": "Distributable Earnings is a non-GAAP measure. We calculate Distributable Earnings as GAAP net income (loss) excluding the following: (i) non-cash equity compensation expense; (ii) the incentive fee due under our management agreement; (iii) acquisition and investment pursuit costs associated with successful acquisitions; (iv) depreciation and amortization of real estate and associated intangibles; (v) unrealized gains (losses), net of realized gains (losses), as described further below; (vi) other non-cash items; and (vii) to the extent deducted from net income (loss), distributions payable with respect to equity securities of subsidiaries issued in exchange for properties or interests therein (i.e. the Woodstar II Class A units), with each of the above adjusted for any related non-controlling interest. Distributable Earnings may be adjusted to exclude one-time events pursuant to changes in GAAP and certain other non-cash adjustments as determined by our Manager and approved by a majority of our independent directors." }, { "self_ref": "#/texts/296", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 46, "bbox": { "l": 38.88, "t": 408.032627, "r": 769.1800000000005, "b": 291.2775050818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1368 ] } ], "orig": "As noted in (v) above, we exclude unrealized gains and losses from our calculation of Distributable Earnings and include realized gains and losses. The CECL reserve and any property impairment losses have been excluded from Distributable Earnings consistent with other unrealized losses pursuant to our existing policy for reporting Distributable Earnings. We expect to only recognize such potential credit or property impairment losses in Distributable Earnings if and when such amounts are deemed nonrecoverable upon a realization event. This is generally at the time a loan is repaid, or in the case of a foreclosed or other property, when the underlying asset is sold. Non-recoverability may also be determined if, in our determination, it is nearly certain the carrying amounts will not be collected or realized upon sale. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received, or expected to be received, and the Distributable Earnings basis of the asset, and is reflective of our economic experience as it relates to the ultimate realization of the asset. The timing of any such loss realization in our Distributable Earnings may differ materially from the timing of the corresponding CECL reserves, charge-offs or impairments in our consolidated financial statements prepared in accordance with GAAP.", "text": "As noted in (v) above, we exclude unrealized gains and losses from our calculation of Distributable Earnings and include realized gains and losses. The CECL reserve and any property impairment losses have been excluded from Distributable Earnings consistent with other unrealized losses pursuant to our existing policy for reporting Distributable Earnings. We expect to only recognize such potential credit or property impairment losses in Distributable Earnings if and when such amounts are deemed nonrecoverable upon a realization event. This is generally at the time a loan is repaid, or in the case of a foreclosed or other property, when the underlying asset is sold. Non-recoverability may also be determined if, in our determination, it is nearly certain the carrying amounts will not be collected or realized upon sale. The realized loss amount reflected in Distributable Earnings will equal the difference between the cash received, or expected to be received, and the Distributable Earnings basis of the asset, and is reflective of our economic experience as it relates to the ultimate realization of the asset. The timing of any such loss realization in our Distributable Earnings may differ materially from the timing of the corresponding CECL reserves, charge-offs or impairments in our consolidated financial statements prepared in accordance with GAAP." }, { "self_ref": "#/texts/297", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 46, "bbox": { "l": 38.88, "t": 276.032627, "r": 769.0800000000004, "b": 183.27750508188092, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1105 ] } ], "orig": "We believe that Distributable Earnings provides meaningful information to consider in addition to our net income (loss) and cash flow from operating activities determined in accordance with GAAP. We believe Distributable Earnings is a useful financial metric for existing and potential future holders of our common stock as historically, over time, Distributable Earnings has been a strong indicator of our dividends per share. As a REIT, we generally must distribute annually at least 90% of our REIT taxable income, subject to certain adjustments, and therefore we believe our dividends are one of the principal reasons stockholders may invest in our common stock. Further, Distributable Earnings helps us to evaluate our performance excluding the effects of certain transactions and GAAP adjustments that we believe are not necessarily indicative of our current loan portfolio and operations, and is a performance metric we consider when declaring our dividends. We also use Distributable Earnings (previously defined as 'Core Earnings') to compute the incentive fee due under our management agreement.", "text": "We believe that Distributable Earnings provides meaningful information to consider in addition to our net income (loss) and cash flow from operating activities determined in accordance with GAAP. We believe Distributable Earnings is a useful financial metric for existing and potential future holders of our common stock as historically, over time, Distributable Earnings has been a strong indicator of our dividends per share. As a REIT, we generally must distribute annually at least 90% of our REIT taxable income, subject to certain adjustments, and therefore we believe our dividends are one of the principal reasons stockholders may invest in our common stock. Further, Distributable Earnings helps us to evaluate our performance excluding the effects of certain transactions and GAAP adjustments that we believe are not necessarily indicative of our current loan portfolio and operations, and is a performance metric we consider when declaring our dividends. We also use Distributable Earnings (previously defined as 'Core Earnings') to compute the incentive fee due under our management agreement." }, { "self_ref": "#/texts/298", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 46, "bbox": { "l": 38.88, "t": 168.032627, "r": 769.5300000000008, "b": 111.27750508188092, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 666 ] } ], "orig": "Distributable Earnings does not represent net income (loss) or cash generated from operating activities and should not be considered as an alternative to GAAP net income (loss), or an indication of our GAAP cash flows from operations, a measure of our liquidity, taxable income, or an indication of funds available for our cash needs. In addition, our methodology for calculating Distributable Earnings may differ from the methodologies employed by other companies to calculate the same or similar supplemental performance measures, and accordingly, our reported Distributable Earnings may not be comparable to the Distributable Earnings reported by other companies.", "text": "Distributable Earnings does not represent net income (loss) or cash generated from operating activities and should not be considered as an alternative to GAAP net income (loss), or an indication of our GAAP cash flows from operations, a measure of our liquidity, taxable income, or an indication of funds available for our cash needs. In addition, our methodology for calculating Distributable Earnings may differ from the methodologies employed by other companies to calculate the same or similar supplemental performance measures, and accordingly, our reported Distributable Earnings may not be comparable to the Distributable Earnings reported by other companies." }, { "self_ref": "#/texts/299", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 46, "bbox": { "l": 664.64001, "t": 100.99200128000001, "r": 676.8080099999999, "b": 91.24811899576855, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "30", "text": "30" }, { "self_ref": "#/texts/300", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 46, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/301", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 46, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "36", "text": "36" }, { "self_ref": "#/texts/302", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 47, "bbox": { "l": 22.32, "t": 574.3765225, "r": 203.92000000000002, "b": 552.4887177047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Ratings Criteria", "text": "Ratings Criteria", "level": 1 }, { "self_ref": "#/texts/303", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 47, "bbox": { "l": 22.0, "t": 511.7508887, "r": 55.44, "b": 502.12025459006907, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 6 ] } ], "orig": "Rating", "text": "Rating", "level": 1 }, { "self_ref": "#/texts/304", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 47, "bbox": { "l": 394.14001, "t": 511.7508887, "r": 473.56001, "b": 502.12025459006907, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "Characteristics", "text": "Characteristics", "level": 1 }, { "self_ref": "#/texts/305", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 492.77261699999997, "r": 766.6600000000005, "b": 472.4174850818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 169 ] } ], "orig": "\u25aa Sponsor capability and financial condition - Sponsor is highly rated or investment grade or, if private, the equivalent thereof with significant management experience.", "text": "Sponsor capability and financial condition - Sponsor is highly rated or investment grade or, if private, the equivalent thereof with significant management experience.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/306", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 469.572627, "r": 645.9700000000001, "b": 459.655635, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 116 ] } ], "orig": "\u25aa Loan collateral and performance relative to underwriting - The collateral has surpassed underwritten expectations.", "text": "Loan collateral and performance relative to underwriting - The collateral has surpassed underwritten expectations.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/307", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 457.972597, "r": 761.8500000000007, "b": 437.6174950818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 198 ] } ], "orig": "\u25aa Quality and stability of collateral cash flows - Occupancy is stabilized, the property has had a history of consistently high occupancy, and the property has a diverse and high quality tenant mix.", "text": "Quality and stability of collateral cash flows - Occupancy is stabilized, the property has had a history of consistently high occupancy, and the property has a diverse and high quality tenant mix.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/308", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 434.77261699999997, "r": 767.429990000001, "b": 424.855625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 144 ] } ], "orig": "\u25aa Loan structure - Loan to collateral value ratio ('LTV') does not exceed 65%. The loan has structural features that enhance the credit profile.", "text": "Loan structure - Loan to collateral value ratio ('LTV') does not exceed 65%. The loan has structural features that enhance the credit profile.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/309", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 35.91, "t": 406.42260699999997, "r": 728.4000000000008, "b": 386.06750508188094, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 139 ] } ], "orig": "\u25aa Sponsor capability and financial condition - Strong sponsorship with experienced management team and a responsibly leveraged portfolio. 2", "text": "Sponsor capability and financial condition - Strong sponsorship with experienced management team and a responsibly leveraged portfolio. 2", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/310", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 383.222597, "r": 738.8900000000003, "b": 362.8674950818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 193 ] } ], "orig": "\u25aa Loan collateral and performance relative to underwriting - Collateral performance equals or exceeds underwritten expectations and covenants and performance criteria are being met or exceeded.", "text": "Loan collateral and performance relative to underwriting - Collateral performance equals or exceeds underwritten expectations and covenants and performance criteria are being met or exceeded.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/311", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 360.02261699999997, "r": 555.0500000000002, "b": 350.105625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 101 ] } ], "orig": "\u25aa Quality and stability of collateral cash flows - Occupancy is stabilized with a diverse tenant mix.", "text": "Quality and stability of collateral cash flows - Occupancy is stabilized with a diverse tenant mix.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/312", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 348.42260699999997, "r": 597.2699900000006, "b": 338.505615, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 106 ] } ], "orig": "\u25aa Loan structure - LTV does not exceed 70% and unique property risks are mitigated by structural features.", "text": "Loan structure - LTV does not exceed 70% and unique property risks are mitigated by structural features.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/313", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 35.91, "t": 322.902617, "r": 767.3700100000005, "b": 302.5374850818809, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 174 ] } ], "orig": "\u25aa Sponsor capability and financial condition - Sponsor has historically met its credit obligations, routinely pays off loans at maturity, and has a capable management team. 3", "text": "Sponsor capability and financial condition - Sponsor has historically met its credit obligations, routinely pays off loans at maturity, and has a capable management team. 3", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/314", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.07, "t": 299.692627, "r": 700.3200100000003, "b": 289.775635, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 127 ] } ], "orig": "\u25aa Loan collateral and performance relative to underwriting - Property performance is consistent with underwritten expectations.", "text": "Loan collateral and performance relative to underwriting - Property performance is consistent with underwritten expectations.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/315", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.07, "t": 288.092617, "r": 661.6200000000001, "b": 278.175625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 126 ] } ], "orig": "\u25aa Quality and stability of collateral cash flows - Occupancy is stabilized, near stabilized, or is on track with underwriting.", "text": "Quality and stability of collateral cash flows - Occupancy is stabilized, near stabilized, or is on track with underwriting.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/316", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.57, "t": 276.492617, "r": 304.22000000000025, "b": 266.575625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 43 ] } ], "orig": "\u25aa Loan structure - LTV does not exceed 80%.", "text": "Loan structure - LTV does not exceed 80%.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/317", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 35.91, "t": 247.86260700000003, "r": 760.8400000000007, "b": 227.507485081881, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 177 ] } ], "orig": "\u25aa Sponsor capability and financial condition - Sponsor credit history includes missed payments, past due payment, and maturity extensions. Management team is capable but thin. 4", "text": "Sponsor capability and financial condition - Sponsor credit history includes missed payments, past due payment, and maturity extensions. Management team is capable but thin. 4", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/318", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 224.662627, "r": 769.2500000000005, "b": 192.70749508188095, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 293 ] } ], "orig": "\u25aa Loan collateral and performance relative to underwriting - Property performance lags behind underwritten expectations. Performance criteria and loan covenants have required occasional waivers. A sale of the property may be necessary in order for the borrower to pay off the loan at maturity.", "text": "Loan collateral and performance relative to underwriting - Property performance lags behind underwritten expectations. Performance criteria and loan covenants have required occasional waivers. A sale of the property may be necessary in order for the borrower to pay off the loan at maturity.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/319", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 189.86260700000003, "r": 687.2100000000003, "b": 179.94561499999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 127 ] } ], "orig": "\u25aa Quality and stability of collateral cash flows - Occupancy is not stabilized and the property has a large amount of rollover.", "text": "Quality and stability of collateral cash flows - Occupancy is not stabilized and the property has a large amount of rollover.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/320", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 178.262607, "r": 258.35999000000015, "b": 168.345615, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "\u25aa Loan structure - LTV is 80% to 90%.", "text": "Loan structure - LTV is 80% to 90%.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/321", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 35.91, "t": 148.582607, "r": 699.4800000000005, "b": 138.665615, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 133 ] } ], "orig": "\u25aa Sponsor capability and financial condition - Credit history includes defaults, deeds-in-lieu, foreclosures and / or bankruptcies. 5", "text": "Sponsor capability and financial condition - Credit history includes defaults, deeds-in-lieu, foreclosures and / or bankruptcies. 5", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/322", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 136.98260700000003, "r": 764.1300000000005, "b": 105.02750508188092, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 305 ] } ], "orig": "\u25aa Loan collateral and performance relative to underwriting - Property performance is significantly worse than underwritten expectations. The loan is not in compliance with loan covenants and performance criteria and may be in default. Sale proceeds would not be sufficient to pay off the loan at maturity.", "text": "Loan collateral and performance relative to underwriting - Property performance is significantly worse than underwritten expectations. The loan is not in compliance with loan covenants and performance criteria and may be in default. Sale proceeds would not be sufficient to pay off the loan at maturity.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/323", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 102.182617, "r": 703.5700000000004, "b": 92.265625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 131 ] } ], "orig": "\u25aa Quality and stability of collateral cash flows - The property has material vacancy and significant rollover of remaining tenants.", "text": "Quality and stability of collateral cash flows - The property has material vacancy and significant rollover of remaining tenants.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/324", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 47, "bbox": { "l": 76.19, "t": 90.58263699999998, "r": 259.6699900000001, "b": 80.66564500000004, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u25aa Loan structure - LTV exceeds 90%.", "text": "Loan structure - LTV exceeds 90%.", "enumerated": false, "marker": "\u25aa" }, { "self_ref": "#/texts/325", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 47, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/326", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 47, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "37", "text": "37" }, { "self_ref": "#/texts/327", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 48, "bbox": { "l": 22.32, "t": 574.1065625, "r": 662.2700000000002, "b": 552.2187577047024, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "Special Note Regarding Forward-Looking Statements", "text": "Special Note Regarding Forward-Looking Statements", "level": 1 }, { "self_ref": "#/texts/328", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 509.2543653, "r": 771.8979999999999, "b": 447.37472557369284, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 852 ] } ], "orig": "This presentation contains certain forward-looking statements, including without limitation, statements concerning the Company's operations, economic performance and financial condition. These forward-looking statements are made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. Forward-looking statements are developed by combining currently available information with the Company's beliefs and assumptions and are generally identified by the words 'believe,' 'expect,' 'anticipate' and other similar expressions. Forward-looking statements do not guarantee future performance, which may be materially different from that expressed in, or implied by, any such statements. Readers are cautioned not to place undue reliance on these forward-looking statements, which speak only as of their respective dates.", "text": "This presentation contains certain forward-looking statements, including without limitation, statements concerning the Company's operations, economic performance and financial condition. These forward-looking statements are made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. Forward-looking statements are developed by combining currently available information with the Company's beliefs and assumptions and are generally identified by the words 'believe,' 'expect,' 'anticipate' and other similar expressions. Forward-looking statements do not guarantee future performance, which may be materially different from that expressed in, or implied by, any such statements. Readers are cautioned not to place undue reliance on these forward-looking statements, which speak only as of their respective dates." }, { "self_ref": "#/texts/329", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 434.4543453, "r": 770.3140000000001, "b": 383.37472557369284, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 736 ] } ], "orig": "These forward-looking statements are based largely on the Company's current beliefs, assumptions and expectations of the Company's future performance taking into account all information currently available to the Company. These beliefs, assumptions and expectations can change as a result of many possible events or factors, not all of which are known to the Company or within the Company's control, and which could materially affect actual results, performance or achievements. Factors that may cause actual results to vary from the Company's forward-looking statements are set forth under the caption 'Risk Factors' in the Company's Annual Report on Form 10-K for the year ended December\u00a031, 2025, and include, but are not limited to:", "text": "These forward-looking statements are based largely on the Company's current beliefs, assumptions and expectations of the Company's future performance taking into account all information currently available to the Company. These beliefs, assumptions and expectations can change as a result of many possible events or factors, not all of which are known to the Company or within the Company's control, and which could materially affect actual results, performance or achievements. Factors that may cause actual results to vary from the Company's forward-looking statements are set forth under the caption 'Risk Factors' in the Company's Annual Report on Form 10-K for the year ended December\u00a031, 2025, and include, but are not limited to:" }, { "self_ref": "#/texts/330", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 370.4543453, "r": 366.5020000000001, "b": 362.5747355736928, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 75 ] } ], "orig": "\u00b7 defaults by borrowers in paying debt service on outstanding indebtedness;", "text": "defaults by borrowers in paying debt service on outstanding indebtedness;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/331", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 359.6543553, "r": 522.7959999999998, "b": 351.7747455736928, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 111 ] } ], "orig": "\u00b7 impairment in the value of real estate property securing the Company's loans or in which the Company invests;", "text": "impairment in the value of real estate property securing the Company's loans or in which the Company invests;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/332", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 348.85436530000004, "r": 453.41499999999974, "b": 340.97475557369285, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 95 ] } ], "orig": "\u00b7 availability of mortgage origination and acquisition opportunities acceptable to the Company;", "text": "availability of mortgage origination and acquisition opportunities acceptable to the Company;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/333", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 338.0543553, "r": 533.218, "b": 330.1747455736928, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 113 ] } ], "orig": "\u00b7 potential mismatches in the timing of asset repayments and the maturity of the associated financing agreements;", "text": "potential mismatches in the timing of asset repayments and the maturity of the associated financing agreements;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/334", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 327.2543653, "r": 557.4729999999998, "b": 319.3747555736928, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 120 ] } ], "orig": "\u00b7 national and local economic and business conditions, including as a result of the impact of public health emergencies;", "text": "national and local economic and business conditions, including as a result of the impact of public health emergencies;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/335", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 316.4543453, "r": 764.1670000000003, "b": 297.7747455736928, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 233 ] } ], "orig": "\u00b7 the occurrence of certain geo-political events (such as wars, terrorist attacks and tensions between states, including global trade disputes related to tariffs) that affect the normal and peaceful course of international relations;", "text": "the occurrence of certain geo-political events (such as wars, terrorist attacks and tensions between states, including global trade disputes related to tariffs) that affect the normal and peaceful course of international relations;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/336", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 294.85436530000004, "r": 377.599, "b": 286.97475557369285, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 79 ] } ], "orig": "\u00b7 general and local commercial and residential real estate property conditions;", "text": "general and local commercial and residential real estate property conditions;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/337", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 284.0543553, "r": 214.5910000000001, "b": 276.1747455736928, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "\u00b7 changes in federal government policies;", "text": "changes in federal government policies;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/338", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 273.2543653, "r": 350.17600000000004, "b": 265.3747555736928, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 72 ] } ], "orig": "\u00b7 changes in federal, state and local governmental laws and regulations;", "text": "changes in federal, state and local governmental laws and regulations;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/339", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 262.4543453, "r": 473.9980000000001, "b": 254.57473557369286, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 102 ] } ], "orig": "\u00b7 increased competition from entities engaged in mortgage lending and securities investing activities;", "text": "increased competition from entities engaged in mortgage lending and securities investing activities;", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/340", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 251.65435530000002, "r": 169.66299999999995, "b": 243.77474557369283, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 32 ] } ], "orig": "\u00b7 changes in interest rates; and", "text": "changes in interest rates; and", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/341", "parent": { "$ref": "#/groups/21" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 240.85436529999998, "r": 317.73100000000005, "b": 232.97475557369285, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 71 ] } ], "orig": "\u00b7 the availability of, and costs associated with, sources of liquidity.", "text": "the availability of, and costs associated with, sources of liquidity.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/342", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 220.0543553, "r": 764.2840000000007, "b": 201.37475557369282, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 255 ] } ], "orig": "Additional risk factors are identified in the Company's filings with the U.S. Securities and Exchange Commission (the 'SEC'), which are available on the Company's website at http://www.starwoodpropertytrust.com and the SEC's website at http://www.sec.gov.", "text": "Additional risk factors are identified in the Company's filings with the U.S. Securities and Exchange Commission (the 'SEC'), which are available on the Company's website at http://www.starwoodpropertytrust.com and the SEC's website at http://www.sec.gov." }, { "self_ref": "#/texts/343", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 48, "bbox": { "l": 20.83, "t": 188.4543453, "r": 772.6540000000003, "b": 148.17474557369286, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 605 ] } ], "orig": "In light of these risks and uncertainties, there can be no assurances that the results referred to in the forward-looking statements contained herein will in fact occur. Except to the extent required by applicable law or regulation, the Company undertakes no obligation to, and expressly disclaims any such obligation to, update or revise any forward-looking statements to reflect changed assumptions, the occurrence of anticipated or unanticipated events, changes to future results over time or otherwise. Please keep this cautionary note in mind as you assess the information given in this presentation.", "text": "In light of these risks and uncertainties, there can be no assurances that the results referred to in the forward-looking statements contained herein will in fact occur. Except to the extent required by applicable law or regulation, the Company undertakes no obligation to, and expressly disclaims any such obligation to, update or revise any forward-looking statements to reflect changed assumptions, the occurrence of anticipated or unanticipated events, changes to future results over time or otherwise. Please keep this cautionary note in mind as you assess the information given in this presentation." }, { "self_ref": "#/texts/344", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 48, "bbox": { "l": 664.64001, "t": 100.99200128000001, "r": 676.8080099999999, "b": 91.24811899576855, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "32", "text": "32" }, { "self_ref": "#/texts/345", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 48, "bbox": { "l": 40.1, "t": 16.62609359999999, "r": 149.64399999999998, "b": 9.621996065504732, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "STARWOOD PROPERTY TRUST", "text": "STARWOOD PROPERTY TRUST" }, { "self_ref": "#/texts/346", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 48, "bbox": { "l": 764.98999, "t": 18.53436529999999, "r": 774.96199, "b": 10.654755573692796, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "38", "text": "38" }, { "self_ref": "#/texts/347", "parent": { "$ref": "#/pictures/29" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 49, "bbox": { "l": 214.7661336263021, "t": 300.0234375, "r": 578.4314778645834, "b": 237.0703125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "STARWOOD", "text": "STARWOOD" }, { "self_ref": "#/texts/348", "parent": { "$ref": "#/pictures/29" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 49, "bbox": { "l": 219.95564778645834, "t": 234.6796875, "r": 571.6451822916666, "b": 153.0, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "PROPERTY TRUST NYSE: STWD", "text": "PROPERTY TRUST NYSE: STWD", "level": 1 }, { "self_ref": "#/texts/349", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Starwood Property Trust, Inc. and Subsidiaries \u2014 Condensed Consolidated Statement of Operations by Segment", "text": "Starwood Property Trust, Inc. and Subsidiaries \u2014 Condensed Consolidated Statement of Operations by Segment" }, { "self_ref": "#/texts/350", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "For the three months ended June 30, 2026", "text": "For the three months ended June 30, 2026" }, { "self_ref": "#/texts/351", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(Amounts in thousands)", "text": "(Amounts in thousands)" }, { "self_ref": "#/texts/352", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Reconciliation of Net Income to Distributable Earnings", "text": "Reconciliation of Net Income to Distributable Earnings" }, { "self_ref": "#/texts/353", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "For the three months ended June 30, 2026", "text": "For the three months ended June 30, 2026" }, { "self_ref": "#/texts/354", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(Amounts in thousands except per share data)", "text": "(Amounts in thousands except per share data)" }, { "self_ref": "#/texts/355", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "GAAP and certain other non-cash adjustments as determined by the Company\u2019s external manager and approved by a majority of the Company\u2019s independent directors. Refer to the Company's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026 for additional information regarding Distributable Earnings.", "text": "GAAP and certain other non-cash adjustments as determined by the Company\u2019s external manager and approved by a majority of the Company\u2019s independent directors. Refer to the Company's Quarterly Report on Form 10-Q for the quarter ended June 30, 2026 for additional information regarding Distributable Earnings." }, { "self_ref": "#/texts/356", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Starwood Property Trust, Inc. and Subsidiaries \u2014 Condensed Consolidated Statement of Operations by Segment", "text": "Starwood Property Trust, Inc. and Subsidiaries \u2014 Condensed Consolidated Statement of Operations by Segment" }, { "self_ref": "#/texts/357", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "For the six months ended June 30, 2026", "text": "For the six months ended June 30, 2026" }, { "self_ref": "#/texts/358", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(Amounts in thousands)", "text": "(Amounts in thousands)" }, { "self_ref": "#/texts/359", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Reconciliation of Net Income to Distributable Earnings", "text": "Reconciliation of Net Income to Distributable Earnings" }, { "self_ref": "#/texts/360", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "For the six months ended June 30, 2026", "text": "For the six months ended June 30, 2026" }, { "self_ref": "#/texts/361", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(Amounts in thousands except per share data)", "text": "(Amounts in thousands except per share data)" }, { "self_ref": "#/texts/362", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Starwood Property Trust, Inc. and Subsidiaries \u2014 Condensed Consolidated Balance Sheet by Segment", "text": "Starwood Property Trust, Inc. and Subsidiaries \u2014 Condensed Consolidated Balance Sheet by Segment" }, { "self_ref": "#/texts/363", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "As of June 30, 2026", "text": "As of June 30, 2026" }, { "self_ref": "#/texts/364", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(Amounts in thousands)", "text": "(Amounts in thousands)" }, { "self_ref": "#/texts/365", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "U.S.", "text": "U.S." }, { "self_ref": "#/texts/366", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "International", "text": "International" }, { "self_ref": "#/texts/367", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Top 10 Commercial Lending Commitments(4)", "text": "Top 10 Commercial Lending Commitments(4)" }, { "self_ref": "#/texts/368", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "$ millions", "text": "$ millions" }, { "self_ref": "#/texts/369", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Included within the \"Other\" property type category", "text": "* Included within the \"Other\" property type category" }, { "self_ref": "#/texts/370", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Nonaccrual Assets", "text": "Nonaccrual Assets" }, { "self_ref": "#/texts/371", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "$ millions", "text": "$ millions" }, { "self_ref": "#/texts/372", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Excludes fully reserved nonaccrual loan totaling $5M", "text": "Excludes fully reserved nonaccrual loan totaling $5M" }, { "self_ref": "#/texts/373", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(a) Carrying value is net of a $27M specific credit loss allowance", "text": "(a) Carrying value is net of a $27M specific credit loss allowance" }, { "self_ref": "#/texts/374", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Foreclosed Assets", "text": "Foreclosed Assets" }, { "self_ref": "#/texts/375", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(a) Sold two units within this asset during the quarter with another two under contract subsequent to quarter end", "text": "(a) Sold two units within this asset during the quarter with another two under contract subsequent to quarter end" }, { "self_ref": "#/texts/376", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(b) Excludes: (i) two properties that were sold in Q4'24 and Q2'25 but did not qualify as GAAP sales and (ii) a property that is being repositioned and thus included in Property Segment", "text": "(b) Excludes: (i) two properties that were sold in Q4'24 and Q2'25 but did not qualify as GAAP sales and (ii) a property that is being repositioned and thus included in Property Segment" }, { "self_ref": "#/texts/377", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Asset Carrying Values", "text": "Asset Carrying Values" }, { "self_ref": "#/texts/378", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Repayments of $53M on loans and $8M on RMBS", "text": "Repayments of $53M on loans and $8M on RMBS" }, { "self_ref": "#/texts/379", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Does not include the impact of interest rate hedges", "text": "* Does not include the impact of interest rate hedges" }, { "self_ref": "#/texts/380", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Property Segment Investment Portfolio", "text": "Property Segment Investment Portfolio" }, { "self_ref": "#/texts/381", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "$ millions", "text": "$ millions" }, { "self_ref": "#/texts/382", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Income", "text": "Income" }, { "self_ref": "#/texts/383", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Change in FMV", "text": "Change in FMV" }, { "self_ref": "#/texts/384", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Balance Sheet:", "text": "Balance Sheet:" }, { "self_ref": "#/texts/385", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Net Investment: Property-level assets, net of property-level debt; Temporary Equity: 20.6% attributable to third party investors", "text": "Net Investment: Property-level assets, net of property-level debt; Temporary Equity: 20.6% attributable to third party investors" }, { "self_ref": "#/texts/386", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Portfolio Highlights", "text": "Portfolio Highlights" }, { "self_ref": "#/texts/387", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(a) Assumes CPI increase of 2.0% or greater", "text": "(a) Assumes CPI increase of 2.0% or greater" }, { "self_ref": "#/texts/388", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Geographic Diversification", "text": "Geographic Diversification" }, { "self_ref": "#/texts/389", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Top 10 States (% of ABR)", "text": "Top 10 States (% of ABR)" }, { "self_ref": "#/texts/390", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Asset Carrying Values", "text": "Asset Carrying Values" }, { "self_ref": "#/texts/391", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "VRR refers to vertical risk retention", "text": "VRR refers to vertical risk retention" }, { "self_ref": "#/texts/392", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Financing Facilities", "text": "Financing Facilities" }, { "self_ref": "#/texts/393", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "$ millions", "text": "$ millions" }, { "self_ref": "#/texts/394", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Share Count", "text": "Share Count" }, { "self_ref": "#/texts/395", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "shares in thousands", "text": "shares in thousands" }, { "self_ref": "#/texts/396", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Characteristics", "text": "Characteristics" }, { "self_ref": "#/texts/397", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Total assets and property related amounts exclude $410M of accumulated depreciation and amortization", "text": "Total assets and property related amounts exclude $410M of accumulated depreciation and amortization" }, { "self_ref": "#/texts/398", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "NOTE: See the Ratings Criteria section included in the Appendix", "text": "NOTE: See the Ratings Criteria section included in the Appendix" }, { "self_ref": "#/texts/399", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* 2.9 in prior quarter", "text": "* 2.9 in prior quarter" }, { "self_ref": "#/texts/400", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(a) Annualized In-Place Base Rent represents the monthly aggregate base rent charged to tenants as of the balance sheet date, multiplied by 12", "text": "(a) Annualized In-Place Base Rent represents the monthly aggregate base rent charged to tenants as of the balance sheet date, multiplied by 12" }, { "self_ref": "#/texts/401", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Carrying value represents estimated fair value", "text": "Carrying value represents estimated fair value" }, { "self_ref": "#/texts/402", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* $4.5B proforma for the (i) $500M issuance of senior unsecured notes due 2029; (ii) $500M repayment of senior unsecured notes due January 2027 and (iii) $400M repayment of senior unsecured notes due July 2026, which all occurred in July 2026", "text": "* $4.5B proforma for the (i) $500M issuance of senior unsecured notes due 2029; (ii) $500M repayment of senior unsecured notes due January 2027 and (iii) $400M repayment of senior unsecured notes due July 2026, which all occurred in July 2026" }, { "self_ref": "#/texts/403", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "As of July 31, 2026", "text": "As of July 31, 2026" }, { "self_ref": "#/texts/404", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Fully extended", "text": "* Fully extended" }, { "self_ref": "#/texts/405", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Fully extended", "text": "* Fully extended" }, { "self_ref": "#/texts/406", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* Fully extended", "text": "* Fully extended" }, { "self_ref": "#/texts/407", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "NOTE: As of July 31, 2026", "text": "NOTE: As of July 31, 2026" } ], "pictures": [ { "self_ref": "#/pictures/0", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "classification": { "predictions": [ { "confidence": 0.9999747276306152, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 5.619407147605671e-06, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 5.476010301208589e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 4.7469893615925685e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 3.0568392048735404e-06, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 2.314029870831291e-06, "created_by": "DocumentPictureClassifier", "class_name": 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" 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The y-axis represents value in billions of dollars, ranging from $0.2B to $2.2B. 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"footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 608.0, "height": 319.0 }, "uri": 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" 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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A pie chart illustrating the composition of a diversified asset base. The chart is divided into several slices representing different asset classes, with specific percentages labeled for each. The chart is segmented into three primary groupings indicated by callout boxes: 'Commercial Loans' (53%), 'Owned Properties' (21%), and a specific note regarding 'U.S. office' representing 7.6% of the asset base. The pie chart segments include: Multifamily (19%), Industrial (8%), Hotel (6%), Data Center (4%), Mixed Use (1%), Retail (1%), Other (4%), Residential Lending (8%), Net Lease (9%), Florida Affordable Housing Fund (5%), Property - Other (4%), Medical Office (3%), Infrastructure Lending (9%), REIS CMBS (4%), Cash & A/R (2%), Other (2%), Intangibles (1%), U.S. Office (8%), and Int'l Office (2%).\n\n| Asset Category | Percentage |\n| --- | --- |\n| Multifamily | 19% |\n| Industrial | 8% |\n| Hotel | 6% |\n| Data Center | 4% |\n| Mixed Use | 1% |\n| Retail | 1% |\n| Other | 4% |\n| Residential Lending | 8% |\n| Net Lease | 9% |\n| Florida Affordable Housing Fund | 5% |\n| Property - Other | 4% |\n| Medical Office | 3% |\n| Infrastructure Lending | 9% |\n| REIS CMBS | 4% |\n| Cash & A/R | 2% |\n| Other | 2% |\n| Intangibles | 1% |\n| U.S. Office | 8% |\n| Int'l Office | 2% |" }, "classification": { "predictions": [ { "confidence": 0.976446270942688, "created_by": "DocumentPictureClassifier", 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3.679776682474767e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.084024347619561e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 6.527021696456359e-07, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 6.445580424951913e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 2.8749656166837667e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 2.7821573667097255e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 2.0837056524669606e-07, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 9.354302932251812e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01kzvr5kqcpmtxc9yj4xnbrs81", "quber__figure_model": 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" 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" 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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The image is a donut chart illustrating the distribution of loan risk ratings, centered around a '2.9(1) W.A. Risk Rating *' value (with a note indicating '* 2.9 in prior quarter'). The chart is segmented into colored arcs representing different risk levels, each labeled with a dollar amount, while corresponding legend blocks indicate the risk rating number and the count of loans.\n\n| Risk Rating | Loan Count | Value ($B) |\n| --- | --- | --- |\n| 3 | 96 loans | $9.5B |\n| 4 | 16 loans | $2.0B |\n| 5 | 5 loans | $0.8B |\n| Not Rated (Investment Securities) | N/A | $0.2B |\n| 1 | 1 loan | N/A |\n| 2 | 38 loans | $4.8B |" }, "classification": { "predictions": [ { "confidence": 0.9731494784355164, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.02163955196738243, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0031391591764986515, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.0005128256743773818, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00042016603401862085, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.0003338302776683122, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0002316911268280819, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.00020987476455047727, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.00010937916522379965, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 8.409762085648254e-05, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 5.5606076784897596e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 3.947693039663136e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 2.2291538698482327e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.637529203435406e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 9.047685125551652e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 7.082247066136915e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 5.839887762704166e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 4.747622824652353e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 2.140131300620851e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.9738483842957066e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.774972588464152e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 1.5984879837560584e-06, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 1.1812752518380876e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 4.801216277883213e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 2.997849435359967e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.3002289733776706e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" } ] }, "quber__figure_job_id": "parse-01kzvr5tagjc1xqrb4q2wmmdyc", "quber__figure_model": "dpt-3-pro-latest", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] }, { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(1)", "kind": "footnote", "label": "2.9" }, { "marker": "*", "kind": "footnote", "label": "W.A. Risk Rating" } ], "quber__footnotes": [ { "marker": "*", "text": "2.9 in prior quarter" }, { "marker": "", "text": "NOTE: See the Ratings Criteria section included in the Appendix" } ] }, "label": "picture", "prov": [ { "page_no": 17, "bbox": { "l": 408.4775695800781, "t": 436.2239990234375, "r": 765.2232666015625, "b": 79.10516357421875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 357.0, "height": 357.0 }, "uri": 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" 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The chart displays the percentage breakdown of property characteristics across six regions: Southeast (21%, purple), Southwest (34%, grey), West (13%, blue), Midwest (4%, light green), Northeast (12%, dark blue), and International (16%, teal).\n\n| Region | Percentage |\n| --- | --- |\n| Southeast | 21% |\n| Southwest | 34% |\n| West | 13% |\n| Midwest | 4% |\n| Northeast | 12% |\n| International | 16% |" }, "classification": { "predictions": [ { "confidence": 0.9787396192550659, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.011348717845976353, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.005235596559941769, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.0015699653886258602, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0009000111022032797, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, 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"class_name": "page_thumbnail" }, { "confidence": 3.2902564271353185e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.795977889036294e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.0507002773229033e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.863567558757495e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 6.449480679293629e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 4.659291789721465e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 3.960112735512666e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 3.201066192559665e-06, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 1.7527319187138346e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 8.412851570938074e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 6.088914119573019e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 2.7511893563314516e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01kzvr5zefde3fmet19g7aqx00", "quber__figure_model": "dpt-3-pro-latest", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] }, { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "*", "kind": "footnote", "label": "Maturity*" } ], "quber__footnotes": [ { "marker": "*", "text": "Fully extended" } ] }, "label": "picture", "prov": [ { "page_no": 18, "bbox": { "l": 55.81833267211914, "t": 529.5421905517578, "r": 257.6233825683594, "b": 299.6529235839844, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 202.0, "height": 230.0 }, "uri": 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" 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The charts are color-coded with a legend at the bottom: light green represents 'Class A' and blue represents 'Class B'.\n\n| Category | Region | Total Value | Class A (%) | Class B (%) |\n| --- | --- | --- | --- | --- |\n| Office | U.S. | $2.5B | 81% | 19% |\n| Office | International | $0.6B | 100% | 0% |" }, "classification": { "predictions": [ { "confidence": 0.9402468800544739, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.056485552340745926, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.001160494051873684, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.0007799266022630036, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00034765966120176017, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00026412884471938014, "created_by": "DocumentPictureClassifier", "class_name": "other" 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"references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 208.0, "height": 228.0 }, "uri": 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" 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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A stacked bar chart illustrating the shifting composition of a commercial loan portfolio over time. The x-axis represents time periods from Q2'21 to Q2'26. The y-axis represents percentage from 0% to 100%. The data shows a significant increase in the proportion of Multifamily loans (dark blue) and a decrease in the proportion of Office loans (light purple) over the displayed time period.\n\n| Period | Multifamily | Office | Hotel | Mixed Use | Industrial | Data Center | Retail | Other |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| Q2'21 | 27% | 28% | 20% | 14% | 3% | 0% | 3% | 5% |\n| Q3'21 | 26% | 28% | 21% | 14% | 3% | 0% | 3% | 5% |\n| Q4'21 | 29% | 30% | 18% | 12% | 3% | 0% | 3% | 5% |\n| Q1'22 | 34% | 27% | 16% | 6% | 7% | 0% | 3% | 7% |\n| Q2'22 | 35% | 24% | 15% | 9% | 7% | 0% | 2% | 8% |\n| Q3'22 | 35% | 24% | 16% | 9% | 6% | 1% | 2% | 7% |\n| Q4'22 | 35% | 23% | 16% | 9% | 7% | 1% | 2% | 7% |\n| Q1'23 | 35% | 23% | 16% | 9% | 7% | 1% | 2% | 7% |\n| Q2'23 | 36% | 23% | 16% | 8% | 7% | 1% | 2% | 7% |\n| Q3'23 | 37% | 24% | 14% | 7% | 8% | 1% | 2% | 7% |\n| Q4'23 | 38% | 23% | 15% | 7% | 8% | 1% | 2% | 6% |\n| Q1'24 | 39% | 23% | 14% | 7% | 8% | 1% | 2% | 6% |\n| Q2'24 | 39% | 22% | 14% | 7% | 8% | 1% | 2% | 7% |\n| Q3'24 | 36% | 21% | 14% | 9% | 8% | 1% | 1% | 10% |\n| Q4'24 | 36% | 22% | 12% | 8% | 9% | 2% | 1% | 10% |\n| Q1'25 | 36% | 21% | 11% | 9% | 9% | 2% | 1% | 11% |\n| Q2'25 | 36% | 20% | 10% | 9% | 10% | 2% | 1% | 12% |\n| Q3'25 | 39% | 20% | 9% | 4% | 13% | 2% | 1% | 12% |\n| Q4'25 | 39% | 18% | 8% | 5% | 14% | 4% | 1% | 11% |\n| Q1'26 | 37% | 18% | 8% | 4% | 14% | 4% | 4% | 11% |\n| Q2'26 | 35% | 18% | 10% | 0% | 18% | 4% | 4% | 11% |" }, "classification": { "predictions": [ { "confidence": 0.9910435676574707, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.005976728163659573, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0023517883382737637, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0001707101328065619, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 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gq+s7anUIq8VmYm6kkztbvG6gcqrVed1/P71wzUmi1A8EwcrfNROFGpigjOEEqptiicqNZEBKeQ5zibUfnx+AEtgpPJkqHj9in/We19A16+q1wWpSE4orQVxyajo11I4PtYdAzqtdrOA0NGBPNFMvS8jnzU0dEBQEjimNUazZ/753tv3z7pOwrHgQAIERwRARAELUGyELjLO3I5T5dzbuA6zx0oXDboNZMMx8DROgqCqVpNRHCGUEoKYTRZq4kITiFHVNWz149ut4DgZDFkpx9elu85r6PP933tupgNOTE1tX7i4ObaxIpS53n5zq5yGYueicnSerM5NFlptGIRwdwR8BwncvTAkj6lFAAhiWPF6+/d8v7v7JpqxEoEpwqJzFoRCV2tlbztef0/fUG52koEz4BkMZ9rxEmWZThzuI72Xa/aaIgITiFHVM21N0/sim0mEJwEBHylX9G+/NzuJY7v4yiI0cnxW0Z3ra+PXZLvfmHnQKlYEhEsml2zFd9276ZqC5ee11trNtMsExHMnadVV7GtkM97nocZQhLHhtb8+fWPffx7OwNHYSEQSDL7rP62j756dSBJaojZEXCUyodhpd4giDMEgcjzCbaSBKeWFmm4uGVqdyNNlAhOgox8XlvPS/vXBGGI2dHa4bHRu+sjd4/vvyTsuGLpqlKhiEXP5ODQ8Ns+/N0Htwx982NvyIVC4tgREIBk4DrdpWKpWBQRHCYkcWz2HRz6/77w2IahuqMEC8dYvnB1x29etUzbJiGYBclcGACoN1sigjMEybZc1GzFmbU4tbRI08VtlT2VJFYiONEyckVYvLZzeX9XN45qYmLyOyPb11dHur3otZ2rBju6ledgLkyaxUkc5nKC/ydYa+u1WrXeeNuHr7/tgV0f++UrX/n85a0kxTMhIACBtij0HKcRx+Uoai+XlFJ4EiGJY0CTfuO+Xe/92iYLCBaSJab9zZvOWVWiIWYjIoUwrLdaxlqcOUiWCvlqo2mtxaklgPH0HbV9w626FsGJQ8CQZ+U7XtDWu6y7V5SCJZTg6cjR8fHNtbEbx3cDeHXvmiU6GM9it5l2tJfbS2WI4IhIkCAgMjI+ti+pN+qNC5cMRrkc/q9EWlKA8YmJJE29IBwdG4fW7//UD751+4Y3XHXuR/7XCxtxjKNytHYdpxHH5VzUlsu1WrHnSFtb0XEcPJWQxDGYnKr80hceun37lOcIFg4BY/mqZ/X+6gt70zTB7Byto8CfqtVFBGcOkqVCvtpoWmtxihFO4P6wcXB3fUKLwgliSYisiopXlAYGe3qZmdFaZdfY8DlLBqMwxAyTZY1a3ff9rRPDP5rav69Vt7Cecl7Tt/besX27WlWHXJYvX9rWu7q3H09Fa+Mk2TE+PDQ5ESeJmwt3mMa+uHq+V37pkjW5YgHWNhvNqaSZ94N8Lo8zXK1aVVrHSTI8Mhrm83GWNVuxiEAO+ci/3Pf57zx41sqeT7/vqp72MDMWsyBZyue0tZnSgaOTOM7lcuVim1IKTyMkcQy+ftem3/z2jlaaKREsnDizL1zd8fsvWyY2NsRsSBZzuXrcyoxVgIhYEmcCksV8vtZsWEucWiRzYfDDxsEttTFHFE4ES3YG0Xl+eW2+vb+9a7wyuT+u/XBy/0BUfEnXslwuh2mWWw7uu3t0T6IwjnQqibUIAIGEjlPPUsxIrXlWW9d1XStLpRIIgBCBtfvGRu6aPLA9rrZMakhjrQAQnJvreF7UpR2nqvno6P4WeHnYuWr5CpyZKpXKgZGJySbb8yrNMu26aWaMNYCI4HGeo+9cP/y+v7q1Wo//5v3XvOTivlacYRYEQtf1aDzfz4hiLgqCwPd9HImQxDOZnJx6z1cfu2nDqOcoLBxj2dsW/OUb1nX4WWqI2ZEs5KI0M2ma5sMwDPzhiUmSOO0JUIiiWrNpSZxaJPNBcH88+nBlSIvCcbO0fVHbFe0D/UFbzaZbx4a2pNVdjamyF17XNrC0WNaua8Bt48N3V4d2t6qkVRAlgsMsqUQwg4CIXNbWc355STVtMTVL2zu2jhy8tz6yo1lRgEzDf1EiLpSlNYKUtqS81xYHVy1fgTOBzZI0y/aN1vceHG/G8ebd43duHLnt/p250Pvmx96QZglJEcFTKSXNmO/5y1vvfGjX21950Qd+5tlpZjALkrkgaAt97bgwWUdHB2YnJHF0tLet3/vz//ZoaiiChUKC4G9ds/Zlq8N6nOKZiEgxFxFotuLA92vNhrXEaU8rFfpevdkiFoCvne2o3TW1X4jjRDJyvJWF8miz4Yq0aEaThrGWwIqodF6hc+/UxNpy167G1MP1sWaWahE8E5KO0mU/jE2mRXLijJu4liZaBE9FPAXBnHLe2LF6RV///uGDBHo7u1zXxWlpz/6hr92++fq7tg5NxhO1OM3MgdEqAa0kH3rf+NgbywVtLfE0Wkm1Yd/95zc9uPng8r7S1z76ekFG4ogIRJ7n0ohS/X19juNgdkISRzU6PvHerz52y+YJTwsWTjM1Fw+WPvyKlS4SSxwLEQBijCkVCvVWwxji9EbC9xxH60YrxkIQSCPAjaM7MlrBcbFkT5gPlLOjNgGBQJSI4BARAWBAX+k1hY59janxuAVQICIARDArApZWIAAsqCBKBE9iSRFxlDK0mbUCEAi062m1Lmp/XqlvW6vyg+Fdb116bn9nN043tPet3/G+v/3+Dx/ZlxmrBEqJAForACQs+YG3Xvb2686qtxI8TS7wP/ONRz/xpXtE4Gj9t++/5pKzOtLM4kgi180FXndnJwCtNY5KSOIobPa52zb+yc27raUIFkpqeE5f4b1XDK4sSmIs5ijwPAEaSSI4rZEMfV+ARhyLCE49IswHXxnZ3DSZ4LhYsifM+8rZXZ9UIjgSQ7a5/rJ8SYsoUa0sO9Cstkya0abWCESJ4BhYkgItQqLDC8/ThazZcjzX5oJxpkVx87HN+X4xX8gaTWvt3lbt/N6BrlIZp5ldew/+r7+48fq7tvueI4KnayXZFRcv/8v3vETEkniCCBzt3P7ggd/62+81WqlSkqTmHa+84Lff/typWlNEcBhJmQa0R353V7frujgGQhKzsfbBbXt/4UubDlRiRwkWSGbtys78H79iVW+OrdRg7rRS+TCcrNVEBKcxklHgA2i0YhHBQgg87wetgztrE0oEx8GSPWHeV87u+qQSwSwIaBFHFCC+1n1h3tdOy2SNLG2abDJuprQCyDQ8BQEBCJDMu16fBB1+2JEv9Af5pcUOEBCBklarpQgvCDBNYI0BoJQiICI4nbSazQ/+3c1//ZX7PVcLjiwzdrC7+Ne/cfXyvlyaWRzmuXrH/tovfvSGobGa4ygASZo95+ylf/XrV4Y+rMXjPEcrpRVszvPaSyU/CHBshCRm0ajXP/C19V95eNjTggVCMvScD7967bldOk4zQDB3SkkhjCZrNRHBaYxkFPhKpBEnAhDTSGIaSRyRiOBE0kptkuoDEwe0KBwHY21fVPCVs6s+qURwVMTjSGJam+sXvcBVOnRcBaml8VCrVs8SLQozCGgRC3gQpdT5UccVPSuh4Pu+chw8wdo9o8M1mB43yoWh1tpxXZyWaM2Xb3rgFz5+Y5xaJZiNJQPX+fsPXnfhmvY4yXCYEsSZ/Npf3vqjR/f6rgZgych3P/PB685fVWolBoBWqiOfK7YVYK0fBEopHDMhiSPJsuQLP9zyhzfsyqxVIlggmeXzV3b872uXJmmK+RKRfBg04yTNjAhOWyTzYRgFfpxlIGlB4eNAEoJpAhAALUFaa2ktLS1BEMdGME3wOMFTaKV2qMZd43sdUZgvS+Ycb1WhfX+jMho3lAjmwpIEtShXaQEKrt8fFYdbteFWzZIWjBzv6u7l+ybGzm7r9rTWoga6e/BUJsse3b/7tqn9k1l8Vltn6LpuZi9o6+kuFB3fw2lm596ht/zRN+/esN93NWaXGbu0u+1Tv/HS5X25NLM4TCmpN+17P/m9ex7b57kaM5px9jtvv/yt165L0oyk77rtUdDd3Y25E5I4ku37R97xhUe2DjccLVg4SWbfcfmyd1xSrscpifkhGXhe4HuVeoMknokABEjiMBHBKREFQZplcZoqESVKKVFKpikRQDBNAEIAOQQyDQIlCoAIIIKfIAgQBAGSIDgNsCRAEgRngCRAEgC10julfsfobkcU5sWSnX40kCvurk+NxQ0lguNAgGTkuEuiNgVsq45n4HIn98aBcx0luUIBAElRCk/VqFS/suvRzVldAZaWgBLp8aKLS739ToQk6+rsDMMQpwGa7M/+9fu/+w8/1EqJ4CgyY5f3lj79/pf1dwapsThMKak1zK998rZ7N+zzXI0ZWWafe86Sz/7WNVmWWjLne21B0N3dhbkTkngak8afvX3bn9y4XSkRLCRDrunKv/MFg+s6HY2MxPwQCFw38Nxqo2lJzIKA7zih76XGkhYQgNYys8YYSxKPExGceCLIBUEzToy1OIwkjkREAIgIAAEggqcRAAKBzIBMg8yAPAGQaZAZcEQ/lozfenC7oxTmRYs6u9i1tTpWzxItCicCSQte2N63cWo0sebKjsHn9yx3fQ+zmxwfn2zUH2P97pE9IoIZhtRKeZCyF1yW7zl/yTLlOFhQSdz88q3r3/vXt07VY60EzyRJzbvfcMm7Xn9+nKY4TCmp1s2vffJ7923c77kaMywZ+e5X//QNXSWdGbbnooG+Xohg7oQkniauVz/0n4/98wOjWrDgWqk5p6/4sdesDCS1xLyRzEchyXqzJSJ4Gk4DcoGvlErSzNEKEIBKRE0TgQgAa5maLMuMpQUEJAHOwGEigrlTIvkwrDYaxMlCzCAA4ggkCLx745GNlVEtgrkjWPLC3qCwfnLIUQonjiHPL/duqYxmxr5t8LzlnT20VpTC09CS1jy4f9ejlZGmIweaVTwVAUM7GLa9dsm6rraSiGCB1GvVf7v5sd/+7Pcnqy1HKxwDa9neFn71T1+XD8USj3O0Gp6If+Uvbtm4a9R1FGaQ0Fr+/FeuvvLZ/c04CbVavXxQRGHuhCSeplWr/PK/3fedLQ1PY8EZi1+8fOAtF5drzUREMF8ko8AH0GzFECGJJ3G0Djw3M9bROsnSJM1wmDwOgAgAJeI42tFai4IApCFpaWkBAWgtM2OMtSTxOBHBM1NKFaJwsloTEZxyJIPA22Aq90/sVxDMC8mesNDlR5urY4k1ghPGksvz5am01evnrutaGQb+3qGh/q6eIAzwVDsO7Evi+Ifx2Lb6hAK0KDxNRvvc9v6r+1eHjiciWCAbNm2+9oPf2n1gKgw9HBtLFnP+LX/1FqWyzFjMcB21Y3/tXR+/af9o1dEKh5HMhd51l67+0C9c3qpX165cqbTG3AlJPI2Jm+/45x/fsGUqcBQWFAnP0X/3P87ujYwhjgfJKPA91xUISUuKQCkxlo1mqxCFmbGe61jLqVqdIGZHACRmiIhSytFaKwEEoBJRSolSgkOsZZZlqTGWxDSSAGfgMBEBoJQq5nLjlYqI4JQjGQb+o9nEA5MHFJRgngzt2rbOpsn21Ce1KJwgBHLaPafcvYTexQMrd44N76lPPrtjaZTP4UnqtdoD1eF+Hf2ocmBjZUSLwpEYcl2+/bqeVe1tRRHBAqnVal/93vqbH9j31ds2GEsRPCMSnqteftnqd73+oo6imxkLwPec9dsn3vmxG6r1WCnBkxhLz1Gf/eArr3nO8lKxTUQwd0IST5M26z//f35849aq7ygsKEMOlKLPvXmdSWPieClRuTBotFokHa0taUklEgU+IFO1elsu9F13ZHJKRDAXJHGY/AQAAaBEXK0dx1FKMI20pLGWxAwaa42xmbFKSbmQH5uqiAgWggB+4G9MJx+aGspoBfNhyIFc0VN6W3VMi8KJk9Genet4/cDZjbh1/cHtz+1auqazF08gx6cmN04MV7P0BT3Lbpnc8+PRvVoUZmHAc/3Sa5adG+YiLCT7D9/48a984mbSigiOAd8pqesAACAASURBVMlWI/mdn3vxW69Zk2QGQOA5928a+4WPfCc1VongSSwZt7I3X33WP/3e6zw/wLwISTxNfWr8XV+4/+adsauwsJLMvu6ivndf1pUZgxOBpIjgqUgCEBEl0pbLTVSrIoIThwBIzBARrZSjtVIKgIAiSilRorRWIMYqFRHBQiGjKLytvm9XbUKLwtwpyJpix/5GdSptKQhOEII5x7u2OHB215IfDO08kDWu61xZLpVwmDXm9n1bvz+x70XlpWd5bbdU92+qjmkRzCKjXR6V3rbqIs91sXCSVuMDn7rx0998RCkRHKs0sy84f+DT77sqMxmB0Hfu3zT28x/5bpYZEcEMAmlqOorRiy9a/pLze97xqmcHYQ7zIiTxNI3q5Hu/+OC3NtddBREsoDizf/DyNVesCOPM4OTzXMd1nFqjKSI4mUjiMPkJ+K7nOnqqVhcRLBCShTC8szm0oTriiMLcOUqtLrRvqoxaQnDCZOQLiktetnTtxrED3xnf+YJ876XL1kLwhKTVun10z61D29e2dSZZuq9ZE8FRZLSDYdtbV10UeT4W1KZtey5/9+drrVSJ4NhYshB63/joGwo5RUIrmahm7/nErQ9uOeg52pLGWs/RK/pKzz57yf2bDhhjP/f+ay6/eC3mRUjiaZq1qT+7YdO/PzJBspWYxFiBKAUlglPIkm2B+6evXr2mXSeZxUlGshCFcZqlWYZTjmQuDESk1miJYKGQLIThnc2hDdURRxTmTotalS/vqE8k1gpODEuWvfAVpcHI878+us0jfmrg3FJbEYc1avUHD+6+NxkfixskpikRHJWh7fVzb199cd4PsUCyNN22a+9dG4d/5RO3pJkVwTEioZR87N1XXHVJf5IapWSikrznE9/btGs0F7pLutrOWd6llRqvNvccnFy/c6SUDz/zvqvecPUlmBchiadpNOofu37jgQZcJRONpJ6YZmL2TDSmmqmIKIFAIBCcXImxFw2U/ujaQV8ZEicbyXIhX2k0rbU45UgW87k4TVtJKlgwJAtheGdzaEN1xBGFuVMiK/Ll/Y1qwyQCwYmQgeeG5cvzvXe3xh6pjVzdvuz5Pcsc38NhaZLcPbznppEdgmNF8KJ898sG1kVBgIVAmjvu2/q2P/nPkakWScwFCSXyJ+988SsuHzAWUeANjycf/8I9cWaKOX/fSHXDzpFmnDXjNDPWWL728tX/8gevj6IQ8yIk8TTrdw3/0pce3XSwFnl6oBy15zxPq3LkRp6ebKabhqqVZpZa20yMJZWIUiI48ZLMvur8ng9c0V9ttkQEJxnJciFfaTSttTjlSJbbCvVmM80MFg7JQhje1Rx6rDriiMLcEVhVKNfTdG+jokWUCI4bwbIblLxwe21CibykfeDy3hWu7+GwLEnuHtp909gukDgGFiw7wRvbV/b39imtYAkBRHAKTU1N/eyHv/X1H2z1XUcEc0LSc/Xf/+YrBnryj2wb2bx7fPv+yYPj9W37xicqLaVEKwFEBASsxXvfeOFH3vVSaB8zSIJWlMaxEZL47/idezZ98Po9E/VYKbGWllQioaddpYqhu643XwzcRmLGG0li7Hg92TvRTI1VIkoEgAiOHwERvP+qFS9dFbUyi5NPieSjsNZoWhKnHMmOYnGqVjPWYuGQLITh3a2h9ZURRxTmjmTkeCsK5XqaTqXNiaQpEBw3C07TokTkpV3Ln9s16HguDmtUql/d+ehmU1c4JrE1l7QvecWStVqk1mpuHB/yHfeczr4gCHAi2aTZVNqxgDHWc7VWas/Q5B33bao3k7s2T3zhpscAiGCuSOYj/9UvWPvlWx+zZJwYY61WorVSIniqzNhzV3S95WXnDXYVXvWCtVEUDQ+P7B0aG+jr7upsxzEQkvjv+M071//OjfunmokSwWEEQBC0BMlS6A20h6GrIs8p5zyB7B6v7xxrpJltZTbODACtRIlgXkj4rv7sm89u9w2Jk42k73muo+vNFhYCyc5ScbJaM9Zi4ZAsBOHdraH11RFHFObFkqHjlr2wLyxsr41X09iQghNEcHlxyYt6V/phgMMq9fq/7Xx4T1x1ROGZiMi6XPlZXuncZSsPjI18++DWfWndVc517csuXLJMlMJxazQa+4fGHtg28e0frB+Zii2RGXPVs1cU8+Hnb3r0sZ3j1UZsSd/VmBeS+ch/6XNWffGWRzzHEcERGWMzQ9dREMRx1l6MPvf+l73uqgtrtcbQeGWq2lixpKNcLuGZCEk8zVfuePi3btzXSo0SwSwsaSwBeI4KXO0oGSxHyztzSjDVTCutLDV2z3hjvJ4Q0EoEAoHgWFnLVd35T79xdZYmxElHMgoDAI1mS0RwypHsLBUnqzVjLRYOyUIQ3tMaerQ64ojCfBE0ZMHxB/LFULmPTB60JE4EAi8q9l3euyKIIjzO8q7tG29tDsVpKiI4KgKaeHvfOct6+rIk+f6B7bdN7lUQS/Z50Ws6Vvb39eE4WGtvueuxL9225aYfbx+ZaiWpyawVHOK7jgiS1DhaiRLB/JEsRP7Vz1n55VvXu47GYSQBWNJakujrLKzqL2/ePTY61XC0SjJz/squL//Rq1ctXwrY2+/f3pbzLlw3iGciJPFUaRx/9IYNn75jj+coHBsS0yxpSa1kSTHsLviuo8qRm/OdRmK2DNWGq7GhbSbGWIqIViI4mjizb37O0p+/pD2zBicfyVwYAKg3WyKCU0+kvZCfrNWttVg4JAtBcE888mhl2BGF40PA0AxEpbzrbZwaUZBpOA6WHIyKr+1Z3VkqQwSPs/zh1sdubQ5nNhMIjoqAR7yt9+yBvv49wwe/ObLtYNLQIgQcyNv7zx3s7sVxiJuNN/3ul751x3Y/dOUQPIHENBEcP5KlQvCiC5d99baNSomxVoDAcwLPdRy1rLe4qr988bq+swaLAz2F+zeN/Ppf31xvpiKI4+ydr3322649d3Sy8U/feehnX/XsVz5/nSiFoxKSeKqtuw+8+V8eOVhNtAjmxVhaUkRCVwvwgtWdK7tyeyaalnailsbGVlrp3olmKzVKRIlgmkDwFEnGP37VmsuXBXFqcPIRKIRBamwrjkUEp5xWqi0XTdbqJLFwSBaC4MfxyCOVYUcUTgQCawodAPfUKw2TahHMV2bt87sGr+1fo7TGE8gdo0PfHNk21mooERwVASVyUb5rTVBc35p4qDqiIQAIKJFX9K6+qKNfuw7mK0viv/j3O//gH38IUgQnCcm2XPCSi5d/6Zb1y3qLSzoLnqvbcn65ENJyx4GJ7fsn3vvTz/upK1dN1VtR4P/7TVv++J/uCH33xRcObNoz4Wl568vOue7SVUu7i9PwTIQknsSk8d9/f8tHbt6lBMePgABXn9W9cai6ZbhWDNyl5TDnO4Gj2nO+o2W40to6Uoszm2S2lVmSWokSMZYdef8jr1y1vKQSY3HyiUghCuvNlrEWpxxJz3WjwK/U6sRCIpkPgnvjkUcrw1oUTgQCAnQHue4gP5409tYrSgTzYskVudKrulZ2tnfgCeTmof3/ObZjMm4qERwDAgXXr6UJQBxmwbVu4Y3LnxXkczgO+w6OfPwLP/rU1x9ytMLJQTIXeL/6U8/bune80oinqq0kMwfH6vtGKpm1WiRJzRuvPPuj73pRrdkSgavd933q9sDB5z7wiu89uLe/M7zkrKXK8XFshCSeZHhs8uc+/9B9eyueVjhuJHKB85rz+z5/z24RAWF4iKNV6Got0l3wV3fnPUdVW+lUK80yHqy2hitxKzOXrej40HWDGpklTgGlVFsumqjWBAuAZOj7nutU6g0sKJJ5P7gvGX2kMqRF4cSxpKvUmraO0VZjOG4ozAeBEOpNpRWrVqzAEyxv3Pjg7a0RRxSOmSWVCJ7E0PaE+df3rl1S6oTgePz44c1v/fANO/ZPOFrhJCDhOuraS1c/un1418GpJDUEtRKtFGYkqblobd8n33tlMaczS0erofF049a9P3PtBRNN2bB1z0uecxZptu4eDgJv9WAfjkpI4rCpycm/+f7Of7hnvzEUwfGz5EA5umiw9LUH9rla4UkIgCBoLSDoyvu9xcDTqi1w2kK3kZh13dFPX9jRaLUcLcbazNJaighODqVUMZcbr1REBKccyVwYaiWVekNEsHBI5v3g/mT04cqwFsEJRTBQztq2rgcnDmgRzJ0hzy50XNe1olwq4wmWP9q28ZbGgcwYEcFxIPDiXM+Vq8+DEsxXliaf+fq9v/u52xtxqkQwR8bSWguI56rMUCvBkaSZecH5g0lm7lq/z3c1nspa5iPv7z9w7XkrSqlh5Oq2KHK1suSW/dWh0cmrn7tmaNpEo1xsW7tyAEclJHEIR8cmP/PDXZ+5c7+lVSI4EVLDV1/Qt35/ZedYXYlgdpY0lgLxXeU7ynf0klJQDNyze/MrOrzunNMZ6XLkZMYkaWYJ4gRzHR36/lStLiI45UgWoghAtdEQESwckjk/uD8ZeWhqWItgBvFkxNMQx8QCvtLnFrsfmjioRTB3BK4Iul9y1vkQPFmj0fjmng3rG+MaguNgaNfmO17ZtbJcLmOeeM8j21/1wa9MVFuOVngmBEACsIS1VkR6O/L9XQXPcTqK4ZY9Y+t3jLiO0krhqZLUXPaspY5SP3hot+tqPAkBknE9/vCvvPSnr17jKd1ebAuCQESstQCUUgCstQKK0ngmQhIzPv/9R3/3ht3GWiWCE8Ra/s/nDX7z4f21lhHBMSIxzZKWsKRS0tcW9BWDJW3emq7wrN78YMlzxILGUWKtzSwtCQjmi2Q+DC1tI04EC4BkIYoAVBsNEcHCEUhbLtyeVbc0JhwRBSVKNCFKKUCJKMghEBEoiAAC0TIDEEAgCgJAAMEhAhGBEhGIp5QBbhraRkAwN4a2O8i9pmftYHsXBE9mjdk+fOBLw5tjawXzZ8F2J3hT5+r+vj7MBx/dtPN3Pvej7969zdEKsyBh7DSKIPBc33McLUu72tYt7wxcPVltjVebrcRU6/ElZy1RSh7bMfLA5oNaC54kM3ZVf/vKJaXb7t9JHEIyNdZaeI7Ohc41z1359pete96zlkVh5HkejoOQBFCpVN//jQ3ffHjIdxROkMxyeXt09pK2WzYOG0vB/BlLY0nA08pzVM7Ta3vy5/QVVnX4XTmnK6fLkWOMSdLMEsSckWxvK1QaTWMMFgLJQhQRqDUaIoIFQrIQRaIkM4Yz8DiCOIQkAJIASOJpBEckgp9QIrHDGyu7p+KWFsFcGNq+oPCG/rN62soQ/DeNeuP6A1vurww5ojBfFixq703tqwaXLsWc2Qcf2/GzH73h0e2jrqPwJCQAkjCW0yLfWdpT7CxGWkkxH5QKgVKyb7iyYddoK05biWklmSWViO/q7nLuxRcv/z/fedBzHTyJJYu54NJz+297YFeSGWus4+jVS8urenIXn9X/8stWrx3syOcLICGC4yMkAWzbued/fmHj3qnYUYITJMns81d1KCU/3DLqOgonAgEQBC1hLJVId8HvL4W9bd7a7nBdd25VR+Aqa02mlZDM7DRYUkQwO5IdxbapWt1YiwVSyEVpZhrNpojgyUQEpwjJUiFfazQzY0QEJwPhOs6Ik3xvbJclBXNAQCl5oW6/8pwLoBT+G+LBPduun9rbTBMRwbwopQKoN5ZXrBxchjl6eOOO3/y722+5b5fjKBDWWmMpAt9zQs9RSjpL0VmDneW2MEmziWqr1khSYw+MVvePVtPMKiVKiQAQEfyEJQPXeeUL1t52/84DYzWtxNEKMyxZCL0XXrjse/ftmKzFF67pefdrz7/03KVnLe9WSokoQkRpEcFxE5IAGo3GX9y06e/v3K8FJ9AV67p2jTU3D1UcrXByGEtjScDVSgkuXdl+Vk+bpVnRHnbldFugOiKdc1VqTJoZY0kcgQDFfL7SaFhrsUBK+RyBOElF8ARLWstpdhoPwRGJABCcAI7WuTCoN5qZtTg5FERF7tdGtiTWCOYmo31x2PPSdedDCZ6m0Wx+fvuDu+KqIwpzp0Wuah8Eua6ts6PcjjngrXdv+OJtW66/e/ueg5NKKd9zlna19XTkHSVtOb9cCLRWIxP1TbvHJqpNY9mM0zg1ALQSrRRmZ4xdt6zzgtW91Ub86I7hnfsnHa1EYIF84F757BXfvnPr2YMdf/NrV112/gooB0CWJl+8+ZHt+yfffMXqVSsGRQTHR0hixs6DY7/whYfXH6x5WuG4kcj5+hXP6vuP+/ZaQHDSERDguSvad401to/WtUg5cnuLQWfO68q7KzvCFZ3hsrKf84QmE1ArsWRmrLH0XDf0vUq9gQUiIqVCPsuy1BjBE0QEIkoEAhFARCB4AgmAlrSW04wxljMwO9KSmB3JfBgaa5pxIiI40UhGvv9gMvZwdVhDMEeptVd3r7hiYA2OpFmv37Bn0wOtcSHmypLtXvC64vKejo4ginDMKlOT/z9zcAKu53mQB/p53vdb/vXsq/ZdsiXZku04tuM4zmIbZ4eUpGGGBCgtLZQZYOainQKFQktKO9NrSq+ZUmihhGVKSWgIISRO4th4CfEmS7Zl7fvR2c/5/3P+9fu+933mSI7BwduRziLf9wNPnvonv/HwhqHuTUNdc/VWZynnpcp8a66eZN6PTddGJqvtxBlDwwUASGLxktTt3TbwoXfsPDkyC+DZ46MTs41mO13X37Fjfc98o/3rP3XP3u1rAQNgenr6jx588Vc++60fuX/Pz/zd23t7urBklITLXNL85T974b88OR4QS+eF4c741s09n39mJLIGK09AIbR3be/72ovjzoOEl5yXFxZE1oSBiSwHyvHOwdKmnvyG7rg7b7typqdgOwu5ZpLNN5okrglDdpaKlVrde49XIAmABEACIADiEgEERBhjaIyxxhh+hzGEhMuES0higUCylSSNVoskXiaBxEtIdhTyc/WGsCIklXK5x1vjR+enAhpcISe/vdz7wb4tPd3deJVmrf7AhWPPtKYpXBEBhrwu13XP4Jbu7m4sjk/TM6NTv/JfH/3vDx1tJW7jUOfm4a6TI7ONdiqvZpK1k0yCNTTGkLhqaeY/8s6dT744MlVt9HYWbtw2NNBTbLXSVup2rO/50fuvH+zrCkPbbCVfePj53//asdOjlZ/71G2feM/uYqmM5UBJeIn01MmxT/7XA0kmEkuUOn/f7sEzU43jkzVLYuVJKMb23Tv7v/DsxdAafDcBEBZ4yUvOwxr2lqLBjlxnzr57R9/7d3XM1RskcS1YY7pKxam5OYK4KhIA4c0YY4r5HIF6qwXBGGONsdYkaZY5JykMgkI+rs7XSWJlBDT1WA/MnGlmKUFLCpLwEuG7ECDABaAhQBZpv69786b1G/Aqtbm5/3bq2bNqWxBXwsmvz3d8/9rrOotlYw3elFCrzZ+qTX3z2dGf/cw3SBhDL3kvY0gsIIllIYDAJ+/Z86XHjs3V2wK8l5cGu0t33rD+4++5/obNXb/8u98am64mGZ54cfzmnQO/+vffedfN20GLZUJJeNnxU2c+8ftHphrOEEvkvP+BWzd86dBYrZ2RWAUSeovR/g1dX31hPLDEIjgvLzUS//Gb1vzcPetmaw2SuBasMZ2l0nS1ShIrLw7DfBwB8F6Zc877XBQ5+SRJ4zhqttqZc1hJURDMBtmZVnUiaVaTZmhsSBsaExhjaYhXICxoSEtjaYxhJN5eGFg7PIxXaafJ7504cKZZDWhwJTL5LfnOT2+/2QYB3kzSbp+fmTxQmzjernLc/MavPzNaqVlDrIw0c7fsWtNdzn/jqdPWEi9LM/+xu6/7wfv2/PafP/sn3zyCzJW6Cj/24Rt/6u/csm7NIJYVJeFlx06d/TufPVxpeUMshfMa7sztX9/19SMTzgurwnndtKGrmbojY/OGxOII8B4/duf6H9jfPd9KiWvDGtNZKk5X50hiVZDUZSAJCIiDIArDfBzVWq1Gs0USK0ZAaEwhiudCf6g24eW94Lx30AK8giAnZd6n3mdyiXd0/pM927Zt3oxXGanMfP7ikalW3ZC4Eh66qdB/3/od+UIBbyhptQ9MnH+8OjqTtoxhZzP+w/90+ODJsTCwWBnO+YGe4rv2bfqzx44lqSOxQEBgzb1v2/L86ckzo7N7N/d/+M7tN23rvff266I4h+VGSXjZsTMjH/rPz7YykFiKxPnbNvcGBo+enI6swarInD544/Cjx6fmWxmJRRJgyZ+7b+s7NkSJE66RwJhSsTA7N08S14gkAD0dHWEYTFeqznusMApRPj7ja0/MXPCCIC8JfxvxHSQEBsIPDOzctnYdSLyS8Mipww/Oj3qJuAJOfkuh+yOD23q6u/GG0nb7uenRL0+cbvvMkh4aDsp//FtHHn7mbBxarAwJe7b0b1/X+6XHjqXOk3hJ5vzf/9C+PZv7btw+tKE3t27dGqwYSsJlSav5Xx458WsPnsOSSbpre//YXOvw2HxoiFWROv/RfWu/eXSi3nYkFklCFNh//7GdGzrkhWslCoJcFFXrdZK4pqwx5UKhnaaNVoskVppQKOS+OX/hXKNqSSyCgFs6ht43vCVfKOAVJqem/nz69MnGrIXBywRAEiBIgiEBCAtEMDDG0Fjy7o41a20+iuOhvn6QkGCIvyZBSLP0uamLD0yebrjMkACctKmz6wu/ffzLDx2PI4uV4bw+cPu2qWrz8efOR6HFZVnmv/fdu37+B25ZP1Du6unHCqMkXNZoND71O088dqYWB8QSSChE9v49Q3/67MXMi8Qq8EIhsnds6X3s5FQr88RiSSjngj/49B7j2sK1IaAQRwTq7YS4xryUjyJrTb3ZIomVZ0jmwm/VRs83KgTxZgRZmnvKa2/fugt/TTo5cv73x49mBAHhEgKBMTkb5G2Ys2HOBtPthpcvBhFJQ8bGRjYIaZpZcr5WLYfRLaWBgXx5er66rqtnqKcPUqPZOluZGq3OtPPhgbmJls8MiMu8NFAqHviLiT/4/PPGYoVkzm9f13PX/o1PH7l44NhYGFgAzuuOvevycfiJu7d++kO3Y4VREi6ba6Wf/p0nvn1qJgoMlsBLfaX4ru19//3pC5E1WBWZ0/bBUm8xevLMLInFc17XDZf/w/dtaydtXCOSyoV8kmZJluEtgGS5UJhvNCRh5QkIwKRgvzR5IvOeeHOZ/P7OwfuHthWKRSyQ5mu1b8+MPFebKgVxMQgjawlKcPKZXOp95v2aYjk2wbl6JfUeQCZfT5NGlmQSAEN6KTK2I4xbPhsI83f3rG9698zMxXG159K2897SEN8lDm39Offrv/VE6j2JFZI5n4+Dv/u+vQ8dOHP64qw1hkTmfNpK/+kP3/WZf3QPVhgl4bKnT1z8yc8dOTdbD4zBEmRed+/oH59rHR2bN4ZYFanzN23oBvDMudnQGixa4vz37lvzE3f0ZZnDNSKpq1SqNZvOe7wFSOosFZutJHUZVoeAYvhnkycS74g3J6Bggu/v3TLc1RvH8dGxC6dcveLSzPuGSxppkngnXCLISU7KvBvOdxSD8Ey94iVAAA1AEq8gQBIWECGMgAwegiHxWmQwONfxC7/yYCNJSWLFeK+ucu7u/ZvGZmrPHB1NM0+ilWQ//Ynb/q//5XuwwigJl+gPHnz2F74x5rwnliR1/gdu3fAXz4/NtzISqyPzumlDV+Z18HwltAaL1kr9P7t/+4d3FVuJc/ISJHgJAEmsCknd5dJco+m9x1tDYG0hl6vWaiSxwiTEoT2L5rcqFyAshoDI2P2dg0mrvbaz+9HJc1NZy4DEJSTxMuI7vNQd57ui3NlaBYsjXEK8EQ9ty/X+q3/x6NnRqjHESkozt6av/PH37v7tLx1otFKS7ST7iY/d+us/fT9IrCRKwmXHLoz/+B8dfnGsHgbE1fJefeX4bRu7HzwykXgRq8SQt2/pOTFRG622jCEWLXX+U2/fcPumckAVIlMITTE2hdAQypzPnHNaAAnCSpHUVS7NN5ree7w1GGPKhXxlvkYSK02wufCR+sWRRtXSYHFCY7eUuo/MTZH08gbEGxKUt+G6Qufp2oyTsEwEdIXxk38y/t8feCEKLVaM8+ou5z5wx/avP3lqYrZOEkCSue9/9/W/+bP3l0slrCRKwmU+S37jm8c+842zBiBxdRLn37axJw7MYyenQ0usCgmF2N61ve+rL4zjyiWZjwLTmY8682EptsXYFiPTkw96S1F/KeophH3FoLcYRkaZc5A3hDUEIMlL3ssLgiSAJK6YpM5SqdZseC+8NRAoFQrNdjvNMpJYIUJgTGDtpE0enDmbeU8sliW3lHrONSpNlxkQi0BiZ0f/yfmZ1DssEwHlOEqfx8//+wfjKMAKkJBmzhh+8B07LkxUDxwbCwOLy9LM33nDut/7Z/evWzuMlURJeNnE1PRPfO7Fx07ORoHBVfHSnVv7puvJ8xeroTVYFRKKsX3vroHPHxiJrMGVk+C1AB6SIMEYBMZYQ2so4e4dffV2amkGO+LeUthbCDpzthCafMhCxGJoS7GJLJ33mfOZ85I8AEF4cyRK+UK92fQS3hokxVEUh+F8o4GVYY1haGvMJl3zUHWi5TLiChDcVOqaajeqScuQWAQn3dA9dHxuqu0dsTyc/DuGNmSn/ad++YuNVmoMsRwEQBLgvUJr9u0Y3jTU2WinX/7WcWsMXtZsZz/18Vv/z5+8z1qLlURJ+Bv6w788/PNfPZc5Z0hcIQm5yNx3/dBXnh9rZd4Qq8NLA+V479rOr704ERhi+QiAkDp96Mbhh49NzDUdKAleCA1LuaAjH3bkgmJkS5Et52xfMewrRf2lqKcY9BbCUmQIvwDyhrCGBLzkJe/lBUESAmtzUVRvtfBWIqmrXJpvNLwXlhsBH9lDyfTZeqXlMktDXBlJG4pdLZeNt2qGxCI46cbuoWNzU23viOXh5G/rX985E/zYrz1w/PxUEFhcLe/lvLwXySgInkLUdwAAIABJREFUojCIQm5a03HTjjXtJIuj4Hf/4iDxN7wUWPsffvJdP/zRd2CFURJeYWq2+qN/cOCJs/NRYHCFJHQXw7t3DPzx0+dDa7BanNdtW3oma8mpiZoxxHJLnf/IjWseOjZZbzsSLxGgS+C1AB4gYA0DQ2uMNTBkPjR9pXiwIx4ox73FsLcQdOZsMWQ+NPmQxciWYhMaBtaCnKs3vBZAeEuQ1FUuzTea3nsst9DYSui+PHmSgCFx5Zy0rtAB4EJjzpJYBCfd0D10Ym6q5R2xPLy0vth5d3HDP/q1rzz4zNlcZLE4EgBJ8JJzAthVyq8b6OjtCvt77YY1+S3rc0ODYDQ7M973Xz83kWbZky9ejEKLl7VT964b1/3RL3+sv7cLK4yS8ApZu/FrXznyn741SoK4Ms7r7Zt7EuefOVcJDLFaUuc/euOah49PzbcyEstLgCHet2vw0RNTjdQRb0IAhJcIkuAFLQAkBIalXNCRDztyQTGypdiWYztQjvtLUW8x6C2GvYWgFBtI3jt5bwhrSMBLifMSVlMujgg0Wm2SWFYEwjh6qjVxrDZtQFw5J7++2AXgfL1iabAIXtrR0TvVbswmTYJYDl4azJX+zvDOn/m/v/H/ff2FXBTg9Xkv5+W9SMZhEIW2mAt2buzZsalz/RrT2ZXlS+2ODpfL+UY6X283nPdOri/a8tk/RBjYB5442WxnYWAASKLhf/yZ+z79/v0wAVYYJeG7PXRs4u/97lOZE4kr4qVNvYUb13V98eAoCGKVZM5/dN/aB49O1tsZieXlpf5SvGuo/FenZzIvYkkE6BJ4LYBwiTW0hoEx1tAScWgGyvFAOR7syPUVw55C0Jkz+dBs7IoCZF7CajHGdBQLs3PzJLGsJBXC6Lif/3b1InE1nPz6YheA8/WKpcEieGk4X46sPVurGBLLwUtr8+UP9G3+L198/jOffdwY4mUSBAHwXs5JYHcpv36wo7crWDMYb11f2LDO9vcpYaWVVWm9l0+zzHkvcQGkOMiv7dg02x779qP9X3t8Yv+OoYcPnDt1ccZaSvjke3f9+k/d29PdjZVHSXgFlya/89jpX/nqSUDEFXNe77tuYLqePH12NrQGK89L5Th8++buR05OJ5knllnmdN1wuRgHT5+dtYZYGQIgvESQBC9oASDBWuYC+2sf3XnjgG2mDqvFGFMu5CvzNZJYVgTifPzt+vix2pSlwZVz0rpCB8HzjaolsQgCykG8odj5XGXcklgOTtpR7r0t1//ki1M/+pk/byUZLgusiUKbi8IoNNvX9Vy3uWv9OlvubBbK7Q0D3bsH9jbS5rGZZ0bnzwMkCBCv4OULUXFP99tz+fyTFx9ozq79xX938R03rvuJj9zw8IHzTx2fOHxm6l//6O3ff9+tWBWUhFdwSfsP/urkL37ljPPekLhCXsqH9sM3rnng8PhsIzXESsu8dg2VO3PBk2dmjSGWW+r8/g3dEA6cnw2twbUgwUn/7vt27RsKW6nDajGG5XyhUquRxNIJlxALQmPGw+wbk6csDa6Kk4bz5ciYc/WqIbEIAnI2uL5r4KmpC5YGy8HJ7+sa2sWORgt//zNfyeeC7lLc3ZFb21feNNS1fUuuYc84U61ns6VcoSc34ByHcjt9Ow8gDu20P3V46tvOO0ODV/ByGzp27Crc/HT1m5ONkf7Chv/nt7JvHbz4ez9338fufduJU+f+3ecP/vj33rRn21qsCkrCd2s0Gv/mK0d++4lREsQVc17bBkq713R88dmLxhArLHX+5g3dAJ4+Nxtag+WWOr9/fTeIA+dmQ2twLXgpCuy//ciO6/ttO/NYLQSK+Xw7SbLM8RIAJACCIF5BEADhFUjDl4AkSLMAaLWTzLl8Ifd8e+aZ2YuWBlfFS91xvjvKnalVsDgCcjbY3TXw5NQFS4PlkMrf1rNuiyuEQXBhsl4uBJ2lOI6sc945tDj19MTXEpfEQW537x09wWbnXDtNjDESnHNxFDTtxZOzz8+2pgh4ydJ6ORhuLe7dFF034o4frT7bV+7+kz/JffYLJ37sYzf9h5++7/zI2F8+P/bx9+0r5HNYFZSEV5mfr/3zLx353LNj1hBXLnN633UDs43k6bOzgTVYSZnTLZu62qk/NFINrcFy8143b+yea2VHx+YDS1wLXurIR//6w1u3d9t25rFaJOWiKIiDatL2kogFHgDhJVECHOSgTPLwXsggJ5/JOymTy7xPvcu8d1Iil7PhHaXhvMwT7cnj81MEcbUEFWy4ttB5qjbjJSyCgNjYXZ0Dh2ZHsRycVA7je3o2Ri3vpMAa7+V1CUgDMkxfnHuoEHRs7bgJaa6dZoCsMVGpPd+aL5o+q9yczjZ85XzlRDNr9BeHAxM4n002xnujwe/Z/vGzkyefnPmGR/vci1s+85vHooj/2ydu/uidWzcM95bLHVgtlIRXcUnzNx4++W8ePAuAuGJeKkbBB28Y/uoLY5VmZogVIiAwvGNL74tjc+PzbUtiWQkIDW/f0vP8xbnpemJIXAvOa6Aj96sf3LKhg6kTVhGFoCP39ZkzLee8vIe895nk5L0kgPjbiL9G4m+QcNLOUt9t3Wu/OnVqvFmzJJbAkts7+k7MT2feY3ECcntH3+nabNOlBHG1BHjJku/u3zTs4maaEn+bhDg2czjTwfVp2woel1ljKzx+ePKJ/uLagcLGejoz25rqLw4VgtJ4/WItqRbDci7MuxZuW/O+0dq5g5VH6ulcKdn7j3/5xVqzJeDDd+74jz/93v7+fqwWSsKrJM36P/z9p79yfC6yxFXJnLYNFPeu7fziwVEQxIqQUIzs3Tv7v/TcKBdgmQkohPauHX1feX4MJHFtZF4begq/8v7Nw0VkXlhNQlSM/8fk8YZLDS4jABJXQ0A5jDYWu56bHTcklsZLe7oGT8xPt70jFmtruWc2aU61GobEVREQGJOzwY0dg1tYarTaIF5NUhyFhTiu1puSx8viKDxef3R0/gwAQ0MYJ9cZd3fl+85VT0Byctv79vSFazs1ULFjx2YOVtpTA/nNv/Br0y+cngIQGj76//7gLXs2Y7VQEl5ldLb+w5996tDIXGQNrpaT7tk1MFlLnjk3G1qDFSChFAfv2dX/JwdGQmuw3CQUY3v3jv4/PXgxtAbXSOr8jsHyL33Pht5YTngtBLGAWH5REB7X3BOzI5YGSyOoJyqUw+hMrWJILI2TbuweOjY31faOWBQvbSp1p95faFQsDa6cAAK396wbsoXYM0lSvBECwitYWhdVnh7/mpfHywTlg2JfcfBC9bSXl/zW3utsFu/tvx3GPTXx0Nnq8UJYevbxTQ/81bn+7sKOjZ0/eN+um7dvieMcVgUl4VXOTM7/vd97+sjYfGgNrpaXClHwoRuGHzg8PttIDbHsvLCmM7djsPTg0cnAEMtNQim2d+3o/+LBi6E1uEZS529Y1/WrH9zSFdMJCyQB0EsgCZJwmaAFEARIAiAJS0AwzEeP10dP1ysBiSUQULDhhmLn4eqkJbE0Trqhe+j43FTbO2JRnPymUjeAM7VZS4Mr56Edpb5bcwNJO/EQrgTBKOdfrD4yWR8zNHgFL7+uc4vk6kktHxatsbV29Z1rPjhZHT84/0graZCmr7BG3qS+2fLzfWbtnZvuL3eWsCooCa8yMlv/4d99+vmL1cgaLIHz2j5Qun64408PXrSGWG6Z1zu39Y3MNs/M1A2J5ealdV35TX3FR45PWUNcI0nmb9nU/ZkPbs0H8sICSSQWEAQBkPgOLoBAAgQEgKAAEt9FAPESAsJlgiAAEhZoAeS9QmOSiF+ePDnZqlvQkLhaobHby72HqxNYMifd0D10fG6q7R2xKE5+Y6kbwNnarKXBFfJSYMyH+3cEzcxDuBIkc1F4qvFXZ6vHLS1exZpgV9++qcZY6trV1kyqdDi3YW/3Hc9VHx9vXDDGZi4xpADBb4h3vWPTfaWOIlYFJeFVKrXWp37niSfPVePAYGkyr3uuG5iuJU+fmw2twbJKnf/e/Wu/eWSy1s5ILDvn9fbNPVO15NRUzZC4RtqZf8e23l+8d73PErwSSfwNAiDxMuJlxGXEJQKISwQQEEC8jBBAALwEBEEaEoClqZnsWGv2Qmu+kjQJ4qoI2lTqmU/bk62apcESeOm6zoHz9dm6y4hFcfJrC52hsWdrs4bElRBQDKLI2nd1rg+aThAWjWQQ+cn02PGZ5yC8JoJrO7dkPplujDvvvJyXf+fQB/o7hqdaF+Mgf2j826O1s9YEXXHP2wfvWTewkSRWBSXhVVza/o2Hjv/q188QCAyxBF4qxsEH9w7/xfNjc63MEMso8/rIvjXfPDJRbzsSyy51/oM3DD9+YnqulZG4VlqZf8+O/l+6b30raQHEqhMAKTCmFOfOoP61iVMBDa6Kl7rj/Jp8+ejclJOIq+elreWemaRZSZoEsQhe6onzPVHhxPy0IACGhlgUArd3rxvMlZz3UdN5CYtgaLy8NUHLjj019jVrAoJ4LYLyQaEz1xOayBhraA3NQLx2W++emfpks9mkxYn6QdAMF9dt6dhdKBawWigJr2VyauZffOX4wyerc82UxFJkTtsHS7uHO7546CIXYHl4qbsQ7d/Q9diJqcSJWH6p8x/Zt/ahoxP1tiNxrbRSf9/1/b9434ZaswkQ14oQR+FRzT05M2JpcLUkDefLHVHu+Ny0hyeIq+Kl7R29k61GNW0SxCIIik1wfefASGs+ovHSeKvmJOK1CSAuERAa8+H+7XGiTN45j0UIrA2iFC5naEfSA0enDlpavD4tgAITkAaANfaOtfcOFzZlbM/MTQ93rz818+Kzk4/d1HvXznV7sIooCa+j1mg+8MLYz37hxdSJxFI46d7rBsfnWgfOV0JrsBwy53ev7SxGwZNnZqwhVoD3+sDeoYeOTzXajsS10kr9h28Y/IV71s/UGiRxjRBgMfrCxLHUe2JJvLS53B0Ze2Ju2kmGxJVz0g3dQyfmplreEYsiwAD3DWwtOmtBQx7Lqk/OXgRkSIJ4mSCAORskLhMgIKD5+OCudq0FYjEkFHLx6ea3DYKA0Wj9ZD2tEcSiCSoHXV12YE/frXEcF+LiExceMgFuGrqrVCpiFVESXt+ZC2Pv/81naokMsRReKkT2Qzes+erh8UojNcTSpc7fsrEbwFNnZ0NrsNy80JELbtnY/djJ6cR54ppJMv/xm9f8zLuGZ2tNkrhWhDgf/2V95Gy9EtBgaby0pdyTt+H5emU+axPEFXLSjd1DR+emEu+IRRFkaN7Xs6kntan3BKJi7lv10YZLq0mznqUBjZO8lA+CfR2DOwo9D8+eP1OftTQDueJ9nRubjTaIRRGimEfnHxmrnbe0IAniCjm5nC3cPfjRDes2ztXmvnnqT/evv31D9zasLkrC63Bp+4+eOPPzf37CCcRSOa8dg6VdQ+UvHhq1JJbMed2ysbuZuudH5gJLLLfMa2tfcaAcP3FmlsQ1lDp96ta1/+D2/rlGmySuHUuT5s2Ds+dm2o2ABkvjpK4ov6Oj94XKeNOlBHElvLSrs3+sOV9NWwTxZjJ5Ejkbvqt3Y0/bZN4DMDQmNB6aZTqRNtdERS+15Ao27M2CNMvSnH26Pn6mXnlv3+ahLEycw+IYWoXzz059o+2ahMFVEZS3pXet+fC6wfXPnX7m0Nzj92z93oHyWqwuSsJrabfbn3vm4r/92vHpRmJJLAfndc/1A5PzyYFzlcASSxNYc+e23oPnK9O1xBhiuaXO71/fRfLAuUpgiWvHef3DOzf83X3dtXZKXEsCYmsbER6tXJhKGgbE0qTe7+8dPlmdrrnUACCJxRJQDMItpZ6Ds2OWxBsiuLZQ7g3zW+POMEWapiDxEoGENZYEJIACBDnvARiwUCpU0M5nJmunkrA4YRBMuMNHp5+xDHD1BJrb196zo2fvXx17+Ejryfu2f//6ri1YXZSE13LqzNkf+eMTxyYbkTVYJl4qxcEH9g7/xfNj862MxFWTUIyD9+zs/+LBi8YQKyB1/qYN3QCeOTcbWoNrRLjkp+/e/IFdxWbq8BYQ22DEth6cOhPQYGkEDeZKa/IdlbRVz5LZpJl5j0ULjd3R0fdCZRxvSEBI+8k116uZNtNEuAICirlYXs12AmKxhFyBT058qZk1COJqeblNXTvXmG2bBrcdOPdXRxtP3bfxE+sGNmJ1URJey+j4+P/6P048enImCgyWT+a0fbB0/XDHlw6NgiCukoRyLnjPzoHPH7gQWoMVkHndvKGrnfnnRqqhNbhGBBjyn96z+V2b80nm8RYQGjMTZF+ZOmVpsBxyNijYsCPK9cWFZ2dGM3ksTmDM7q7BF2bHU3nidWXyG4pd7y6uaTTbJHElBOSjMLB2rtEyxCJFQTTjjx+e/jZhsARevqcwsLd8x5bh7cdHD0+no3v6bu3q6sLqoiS8Fu/d5751/JceOFNrZcYQy8dJ9143ODbXevZ8JbQGV8VLG3sKG3sLDx2bCgyxAgjctqXn9HRjZLZpDXGNSAis+aX3b715OMy88BYQ0MyH/mszZ1I5glgyAYIMuLd76Gh1MvEOi+ClgXyxPy4droyTxOsQtKPcd0O+ly3v5XEViM5iMcmyRqtNvDkCUY6Hqw9N1ccMLZbGyw0VN7598L3FQinLss6OTqw6SsLrSFqNf/7Fw7//9HhgsIy8VIyCD+wd/uoLY9V2ZnA1Mq/37Ow/MVm7MNs0JJabgFxo7trW/9CxySTzJK4VCWFg/u1Hd+7ogfN4K7BkM8RD8xfm2i1DYjl4abhQLgXRiflpglicvd2Dx6pTLe+I1+bkt5V77ygMtZuJh7AEXaVio9VupylJvCFDw6h1aObBenuONFgaweeCwu7i7fu2vC3zWRgFWHWUhNelR18c+fTvHcq8SCyjzGvnYGnnYPnPDo1aQ1y5xPnvv2nd149M1FoZiWUnoRTbu3f2f+HZi6E1uHYkxKH59x/btb4sL7wVEHCReaQ+OtGsWRLLQdCWUk89S0abNUvizXj5NYXOvA1O1WYI4rsJ8gKgfBDe07250IaDx9IE1pYK+Uar1U5SkngdEqyxjBoHZx5stOdJg6Xx8lu6r9sU7WEugzebB7fREKuLkvD6zl4Y+Z//4MUzM21rsLwyr3uvH5ycax04Xw0scYW814f3rXnw6ES95UgsOwnF2L5n58D/eHYktAbXjoRcaH/zk9f3xpkX3goI+Mg+Ur843qxZEsshNGZbufdIddIDxJuLjN3V2X+kOtn2GUG8zEsAYmu3FnusMQ1l+6Je0/aCsDQCrDEdxUK1VpeEVyFImiAgbXqq9tSFudOGBstAoYktg5arl6OuO9d8cE3/WqwuSsLra7fb//LLR37rsXO50GBZeamcC+7fPfyVF8bmWxmJxfNefeV493DHoyemvEBi2XmhrxTtX9/11cPjgSGuHQmFyP7uD+7JMxHeEgj4yD7aGB1rzFsSyyE0Znu578XqpIeIN+GlwXwpZ4OT8zOGJEgCgjWmJ8477/eVB9eyICmhR+a981gOkgq5OBfFc/W68x6XCSAWMIqVcm68cbaaTFWa01gaQQtAkQxsADJS3BX1b8nfsGnN5lwuh1VESXhDn3/88M9++WyaeUMsr8xpx2Bp13DHlw6NkiAWK3W6cX3n5r7St07NVhpJM80IEDAEF+Aygrh6XtqzppPAoZGqNcS1I6EU2z/8ob3GtYW3BAI+so82Rsca85bEcvDSukJHLgiPz01bEm/IS1vKPfUsIVEwYZ5BPgjPt+auL/WtN8U0IDOXNNq4hCCWi4Q4DF00Y5HLmjkvByAKosxlkY3mzblnJ/5S3gsytLgaEiAIUBhEpbgjcjk2crl22dYKyYSZPjcX54M7P7lvaN0AVhEl4Q1NzlT+4X879PjpahwYLDcv3Xv94MVK6+CFSmgNFqed6R1bOv+nrRqv1n2QryuquGCqoQvV1sVqu5nKA5lXmnnnPQAChjBcgEXKnO7dPXjwfGWqlpC4hrzUU4z+8FN7XNoS3hIIKLKPNkZHG3OWBstBQECzsdgF4nRtJvOeoCHxWpz87q7BHbnuMFOOlqKkJETo0Wy2Q2tBZs5hWUmKw7hpxg5OPtyV69vd/U64SCaZbp/PB+VmNn92/nCtXSUNFk2Q5EEYawITUCZnil1hX9goZpO2Nemzik3nVZutJ60UBiQE7P/A9lvv2UsarBZKwhuSy/7s6dM//afHMy9imXmpFAXvv2H4K8+PzbczYlFSjw/sKL2/c2xqZjYKAhjjBWPDfLEY50sthDNpMN3GRMNPt1R3tp5htpHN1NuNJCNAwBBcgMsI4m9Lnf/e/Wu/eWSy1s5IXENe2tCd/8+fvC5JWnhrIKDIPtoYHW3MWRosEwGQ1hY6y1E8n7brWVJNWngtDrq7d+M6l0tc5iVcZo3xElZMaIPETj8//UgjbQCIg1xn3FNP5xtpzdJ6eS9vaPAmBECQIBD5sFCMOkw7Chr5uN3BSq454SoXa0kjk0OWZV6eBA0X4DLv1TVQuvuH9g+tHcRqoSS8mdr8/D/90xf/5NB4ZA2WW+a1a6i0faD8pUOj1hBvRoAx5oduKG1pnWi0EpL4DkmARIBEFAaFQj6M4rZs09uEUWrjpqJqFky2MFJtX6y2Gqmc4LwS553zAAgYwpCZ9x/dt/abRyfqbUfiGnJeu4bKv/59W9M0wVsDAUX2scboxcacpcGy8lJXlCsGcX+u8GJlIpEnvouT1ubLd3esS5uJsEqsCRDWnpt5aL5dNbQABC3gAhCvRRAkQSBAGBprraGBN+Wgq2x6TSWXTLI16f180KomtUrDOU8DGhIA8Xrktec9m2++//pclMeqoCQswl8+f/qnvnBycr5lDbHcnNe91w+OzbUOnq8GlnhDEuIo+Nm3FXXxedHgdUgCIIkQycAYa80CL8AG+XwxLpTajGbTYLqNiYafbqnmbMOh0simau3M+Xfv6Hv4+FQrcwYkYQiAxMsIYjVkXm/b2PWr79+YZineGiggto82xy7Wq5YGy81LThrOl0phfHJ+xpJ4hVRue0ff23ODaSvBqiBNELdfmH1ktjlpaPFdBBAQAGGBBGEBEdooHxVim2MaoG1tGodZPmznNRvNX2xXJ+qu7b1TlmWAaEhDLI68cqXoxu/ZuuvWrbk4h5VHSViEVpL+g88++fWj01FgsNy8VM4F9+8Z/vJzY/V2RuJvcV5OMIQ1hFCMg395ezR55iiNwdWQBEgESIVBUCjk4yjXgm1600aUmtjmSj19vUfGm9ONZLaeztTb04201soyLy85Dy85L+flJAIESBAkQYILsDxSp/fu6vsn7x52zuEtQmBsH2uOjdSrlgYrw5A7O/pP12aaWUoSgKTYBvu7hoZNIXRwmcMKE0AwDsIpHXl+4tuWgSBAWEBGYQiRBhDgGTAsBB1F2xEksWpBNs+komxeahm1TbueNuvtpJmAoAFIAiCugqQgtLvfuXXr7cOlcimfy2OFURIWwaXpU6cnfvCzB9uZSCy7zGnnUHnHYOnPD40Zg1eSsKYrt3eocGQqOT9Tb2du95rOH99cnRgbIQ2Wgy4jRNIaGrKvr2/7Dfs8rZdIY0gYkzrMt1215aqtrNLIZhpZpZlUmlkj8c3UN1NfT1y9ndVaWT3JUicSBEgQJGEIgMTLCOLNpc5/6Ibhf3xHn/cebxEC4+Cx5uhIvWppsDK8/KZSdyadr1cMKcHBbyn2vKu4ptVMPIUVJiAwJoxU8RdPzD7Tds1cVIyD2NCSjF2hMDWUz+cr01WmFs0wq6leaTdmWlnbQ/BOzjnvPSAQ4AKQxNIJC/Z+YNO2/evjKFcul0liJVESFkP+oSNjP/r7z6ZOJFaCl+69fmhktnlopBpa4jIJUWj/97d3Dqej9bDzgbHcuXn3Q7tjP3qk3W5jZTjnhoeHd+3bn2QOLyMuIUGApDEMrLHGkEydmqlvpr6Zqp35ZqZ2pvnEz7VcpZlVm9lUPanUk+l6Ot/OMq8FzsNJ3st5eQkAARIESZDgAlySZP6Tt677kZu7nfd4ixBMLnisMXahXrE0WBle2lTqarpstDnfE+X74sJIcz4fhHeX1gWJ81g2AiCBAEiCpDEEENsojjXTGpmtzKoWuHm2qy6tOTizwDc4P94e2NB18sAFYw0IECRAEpcRK0ReHX3FG96/efP168+fHdm+Y5sxBiuJkrAI7Ubtn3zu4B+/UAkNVoiXSnHw/j1Df/HCeK2dEZdIKMTBr9wWTZ56IQrD7nVbvI3bE6drjRZJrAzn3IaNG3fesK/ebJLE65MEgARBEiQMaUhDCvCCl7xAGkPCmMxjruWqLVdpZpVmOtvIZhvpXDOrJ76Z+UbiGomrtV2tndXbWeZFIsn8j9+16Qdu7EidBwmAuNYEmwsea4ydr1csDVaGk19X7DJA5v27OtfZTFnAC2lt0OSDxHsJS0GAIGmNsdZYYyC6xLnU+VSunrVmW3Nj9bmp2vxMXSkh+gXOe+e1AAu0cfdQs9aeulChIVaeJJKSbGjf9el9G3esbbXb4yMT23ZuIYmVRElYhHqz+enfefKx09U4MFgxmdd1Q+Vt/cUvPTdmDQFIKMbBr74jGj91lMbIe0CgIYkV473fvnPn+m07mu02sWyIS0gQIGGNsdZYY0gmmZqZbyY+cfCwc62kkaqWuGrLTdeS2zb37h+OUu+985Kc5CV5L7yKBEC4RBIuk4TlJdhc9K3W6LlaxdJgZQiIjNnVObA135VvuFaWEYyDwMmn3hPfRQAkEARB0NDwEhDwkATB0hgaawyc0kaWNtOkniaNtFVLkkaSNjOXeJe6LHG1mUa7mdAQvAyXES/xXt754a19xc7cmedGsQqEIA6sZaueSlp3Xf8dn9jb09NTqVQmx6e27dhKEiuJkrAIjx0++1NfODFaaQaWWEnO697dg6OV1qGRamAooZxYx+ZcAAAgAElEQVSz//qOcOTUcRqDVUFy7437yv0DzjmsMEkASBAEkQvDOAqarbYhBXjJCxIWGNIsII2loSVpDADib0jCAr0EgADIC5JIAMQlwiXEJYIg/DUBkPASSbhM+A7iEoImDh6aO3+2NmtpsGIEWXBHR//NUV+j1SIpgPgOASRIGsvAWmssvLLEubZT6n0qn3iX+qyZJY00qaetWrs1327W2mk7k5e8JMgvkLwWgARAgoYL8CqSAJS7i+XeQqm7cOLp8/ICsdIkxYXoro/fdP7EaJQPNu9bM7R2sNlqTk9OR1HcP9BHEiuJkvDm9MBTR/6Pr46MzbUkGCIwxMrwUjkX3L97+MvPj9bbTsBQR/QL+/zFc6dpDFaFtfaWt9/GfAESVpGkXBwbotFqk8RrEQABEF4LvwOGhgRpDEESIAmAuES4hLhEuIyAQOISQQABEBBAAgJJAIKgBYii8MHquRO1mYAGKymVu6lz+Mawp95OSAiABMAY5hW3qu2snbZqSWuu3aonWSPLEpe1sqSVJa00aaUu9YBAEgBBEgRAAMRlxGJIsJalnqL3fmhzb3Wi1phr1WYbNMSqkNeW/ev33LOxu68zF+cbjUa1Wi0UCvl8PooirDBKwiI0m41Hjk08c7ZydHzu+clkpNIKDAmQWHaZ066h8vbB0p8/NyZoe3/xJ7fXJ0YvkAYrT1IYBO9493vaXlhdkgq5HIhGs0USSyBcJuEqkLiMeG2S8rn48ebYidpMQIMrJ7wJ4hInDRdLt3WsybeReW+tMdYYXmKNufDI6JHHz1hD7+UvESRwAcAFIAhiGQgmMGt39Bc7CyROHbzQmGsZY2iI1eIy37+584M/cVcuzqVpWqlUyuVyLpfDqqAkLJJ81m5l0sGz018+PPWFQ+ONVK3MW0MsN+913+7B87PNZy9Ub1rX8SPrZ6YnJ0hi5UnK5XJ3vue99XaC1UWyFEWtRl2kscbawBgLYoEXBEmQ5CUAWgABJAASl3nvJWGFSSrlco81xl6sTQY0wmsgFpDEAoIASBAEQIAkAGIBie8gLiHgpFReUm9ceEcyEFSdD0AybWatWpK2U5/Jp276XHV+uk4SxIpymR/a0hvno7MvXOQCY0isNmHLbcPr9/V2dHZYa/v6+owxWC2UhCvXajbOjIxNNPFLD5w7Nl4LLLGsvFTKBe/fPfxnhy7uGCj+4NDk7MwUSaw8Sf39/btvfls7TbG6giBoTE898/STgQ1AAARgjLHWBpfZlwSXWGuNMdZaY4y1FmShUMh3drUzR6wsSYUoPoXaiWYlpDEgCQMa0oIEDWhJS2MJC2NIQ1gYa0wAWlpLBDSBsQFoSAsSNAQEC1aUfHXyVMOlW31H1zdq4yOzNrAAJHnnJUASYAxpiJUkCUD3UEfPUMfIsclWvU1DXCNBbI3lnndtXXNd75r1QwCxWigJiyOJFASQAAHIpV946vTPfflUrZUZQyyrzOu6ofLWgVIMdytP1OfnQWLleee2bt++Zss25z1Wl7W2Mnrx4LPPWmvwWiThlSThO7z3/X19u2+6xZFYeYExuWKukSQUDEnQAIbGAAQBaAF0GbQAkqAF0GWQBED42wTl///24DS4rvS8E/v/ed5zzl1xsd6LfQd3NkmQ7ObSu3rUllo9nhlLKqvGjsaWM47jSSVlxx8yrspSNVWppCZfMpXESSZJ2Z6xPbY8kq3FllottaRmd7MXkg02SYAgse+4wAVwcbezvO8TNCXK3ZZIAiQAAuL9/UKh10szY8WVfYUE/ia9ulJkJqwhbCejjeWolv31IsjMZHOZAhEeCjEiAmYC0fHP7D323D7LsrGNSESwPun0wrvD863JxHLRb6qMtSYTTijsFgu/++W+r15ZdBRhs/nanO5O/mq3zoxc1YLtobV+7Oix6oZGbQy2l2JOT4z1X7umlMIGaa2bGhv3H+t1A42tJyJV8dhqoWiM4MdEcAdEAAjrQqBQNPT1zFBO/GOLlem/HtMiRNhOYoQVV9VXVDdUZNP59OSSCJgJHyX4CcEawY8IQCAibBIdmGhFuKol1tBZyzZ39zbX1NZge5GIYH1Kbun712bqK5ylor9UwvGmSEuy2rLUO4PTX/rTK5miBsRWxETYJL6WnlTFr3fm/cVxAWNbaK0fP3U6WlMbBAG2l6XUxODAyMgIM2ODtNYtra0HjvXmiyUiwhYTkcp4LF8oahFsHgKpsH3ZWxzIpmOWc3QgPPz9MbYZ20hE4tXRhs7aYs5dSa/mMkViwkcYI8xkORYR1hATMRETE7HFls1uIShki0SEjxAjAIgJ6yZrDFoPpboeb2zb12TZSkTCoQi2HYkINkLEEMjTBmJsyyKiUiF/fnjh378zOZc3I5lCtugzETaDAET024/XNmb7i66HbcHMJ0+fseMVOgiwvUK2NfD+pZmZGWbGBmmtO7u69jx2JJcvEBG2mIgkYrGi6wZaY/MQkRNxFnQpgEk60et/MjA3usSKsF3EiBOxe463jlyeLmSLIGIm3CZrjCRq41X1cTtsExEAo80aMRAjxhgdmFhlJLeUn7m5SIwfUZYKxxxWnF8pihFiwr2ICCved7btyCd6qqorAcLDQyKCB2e067pFw69cmf79rw34WoiwKbSRzmTsdw+4cxOjxIwtZoyJx+NHjp+kcFiMwfaKhJyLb76xvLxMRNggMWbv/gMtPXsKxSIRYYuJSCIWK7puoDU2l4CJiBE29uv/7wW3GBBhmwgsh5v2pEo5b3ZkgRUDEBEIRIQtjsRC9V11omV5Prs8vypG8GOENYQPCZip80iT72vLsSybAWhtAlcbI+GYnZnOLs1mjRFmwh2IiGWr/c+2nfzkoVAojIeNRASbZ2p6+jf+YvCD6Rw+JLZiPBgRhBzrv3+yIj/SB1bYYsaYurq6A0d7NTNEsL3i4fC5771aLBaJCBt36MiRmsZmz/cJW05EErFY0XUDrbEFWHFprHjpa/1iBIQtJxCIHbJ6TrQuTCynx5dEBGuInLAVijihmBOrjNhhKz2aWV0qGG1YMe5AjIRjTrQyks+WRBsAImICIwLLUfUdtZaj5sczuUyBFeNnMVoOPNN+6hcfCzth7AAkItg8C0vZ3/mPV16/ufDs3lTYtv7myhwzCPdPAMX8myeq2/KDq4UiEWEraa2bmpr3HztW8gPCdouFnB985xXf94kIG8TMvSdOhqqqjdbYegLEwmE/CPwgwGYTkVg8MvraxM3z46wYm0IgEBFA1mANEYiJ1ygiJggSdbG6tpqF8Uy8Omo5FtaI+J5mpprGyuvvjOaWCsS0BvciAoiAiHAb4UMCI5KojSVbqlw3mBteCDxNTPgIMZJIxZ79Z72NLfUEwg5AIoLNU3Ldyem5gus11lUTq3/519e+dT2jiPAAPG26k4nfPqgL0ze1YEtprds7O/c+diRfKBIRtldY8bnXvuf7PhFhg5TiU2eeMqEQRLAtHMuyLStXKhE2mWWpYMa7/O3B/FKRmLAegp8QCAQCQAQ/QqQsdsK2E7adiG2HLGOMGCEiy1bKVmwxAcpir+TnlorFnKt9DUAEYkz74aZCtjR9Y54VYzMYI0pxTVNlVX3F3PBCdrHAinCb9vXhT3Sf+cWjlmVhZyARwWbIZJYKnm6oq7QsG7cNTMz/p396ZWQxbyvGfdGCaMh6aV/NqfDsanpaiLCVRGTfgQONHV0lzyNsM7IlePOHPwyCgIiwESJiW9bZZ5/zQNguiikWiazk8kSETeU49tLlpb5XrrNi/IRAICKACG4jpjWsmBUTAIII7JAKx0PhmBOKOMpSRCAmY0S00YFZQ8yVyfjU4LwJtFcK3KIfeIEYwS1EBAKBAIjAcrjzaPPoB9NewQcTM2GTGC3RRKipJ7mczi1MLBETBFobxXzsH3WfeqEXOwaJCDbDXHrhzy/O9LYknj7YBiLcoj33X78y8L+9PmExYeO0kZ5U7J8/FrGWxlZWVgRbjoiO9B6P1dQaY7DNiMgtvfPWm1prbJCI2JZ19tnnPBC2CzNXRCPLqzkiwqZixWY5eP/L/flskZiwhsiylRO2nIhtORYTARACM0UrQsqxtK+ZCYAIfC9wC56b99yiL0Zwi6zRYowYbSxHtR5ouHlhnC1FAGgN7kSMJNtrKmujS3M5v+TnVopiBJtEjCiLW/bXe24wN7wYjjnRqogTV8de3Nva2YQdg0QEm6R/dDqzsnr2yF4iwm0jU3Nf/PdXxjJFZsJGiMBS6ndOVVZlruVKPjNjq4koy3r8zFmEwhDB9iJmfzV78d13jDHYIBGxbfvss895gm3DTBXR6PJqjoiwqUiR46nxN6e1NkoxICIw2mjf+H5gAgPBGoH4paAyFfdKwfSNeSLCjxARAAJAhI8gfEhgh63WA/U3L0ywYqyDMSZeHU3UxSKxUH6lNDuyyEzYLAIdmO7e5truimhluL2nVViHw2GlFHYMEhFsIjEgxkcsLy//7l8NfvvavK0IG2EEzVXhf3k0mB4bZlbYeiJi2/ZTz79Q0hrbzlJqdSF9+f1LIoINEhHbts8+97xnBNuFmSqi0eXVHBFhU4Use2UwO/zuRCnnimCNCETEaCNajBFAcIvRkuqoYaL58QwrxvoQUfO+5NLsai5TICasgxgBwIo6jzbPDi8WlktgbArREquO9H5mz57j7Y4Vwo5EIoIHls/n04uL7a2tRISPK5VKv/eVa195f8pRjI3wtTnTWfP52umVpQyIsPVEJBaLnXn2ubzrYXsJELLtxenJqx9cBggbJCK2bT/1/CdK2mC7MFNFNLq8miMibBIBHMfK3Vh9/xsDxggR4ScIP81ok2yrJqb50QwrxvoYbepaqkNRe/pGmpiwbmIkWhlu7K4bujRJRHhgxkg4Fur9TM/BJ7pt28FORSKCB5ZdWTk3OPvEnsa6qgQ+rlQq/d5Xrn3l/SlHMdYtMOLY1m+erGtcvuK6Loiw9YwxjY2N+44e8wKN7SWCSNiZGh4aHBggImyQiNi2/fQnXigGGtuFmSuikeXVHBFhsxBsra7+9Y30+JKyGPditEm2VrOiudElVoR1EoDRfaxl7OpM4GoQ1s8Yadmb8v1gdmiRFa3BAzBamg7UvPBrp2KRGHYwEhE8MKP1wNhMmE1XRxs+rlQq/c5fXv1q31TYUlgfI9JYGfmVQ7FUaSK7lAERtoXWeu++fQ0dXdoYbC8RiUUjw/3Xhm/cYKWwQSJi2/bTL/yDoh9guzBTRSS6nMsRETYJK6I8+v7jQHYxx4pxL0ab2pYqy1ZzoxlmwroZbVr21a8u5bPpPDFh3URgWdx6sMEYmR/NFFZLzIT7IgJW9Myv9vYcaVNKYQcjEcHmEGOEmfFxvu//j9+6/sdvTxQ8bYxhIkXEDALhFiL8PYGR5/bUfqljdWpqulDyiLA9tNbHensT9Y1aa2wvEYnHotf7+sZGR5RS2CARsW372U++mHc9bBdmqohEl3M5IsImCSl7aWBp4PVRt+AREe7FaFPbXGU5an40Q0xYNxGJxEOpjtrRy9OsCBshIswcTYTrO2tX0qvpiSVmxn0QkI1f+BdPtHW0YmcjEcEWuzk1//7Q7HIx8O3o+LI3spAbW8hlCr4BBQbaSGBEBIAQQAQiqgxbZzoqX6jL5WdHjGB7aK2fOHM2UlUdBAG2lwCxcHig79LE+LhSChtHREd6e6tTDa7vYw2RGIOtxEwVkehyLkdEeGACCTtO+v3Fq9+9CQIRYR2MNjVNlU7YnhtZJCasn8AOWa0HG4YuThATNk5EmLn9cGN2Ibc4tUJEIGyIMRKO28/9xtGOrg7sbCQi2HKCH6PA9zPLK9lcPoAqcWQ4neufXBxbyC4XNdmhvC+rrs6VAt/IsdbKTyVmcwvTIMbWExHLsk6cPm1H41prbC8BIrY90HdpampKKYWNExHFvPfAgfauHib4ge8FxtMGEGwNZqqIRJdzOSLCA2OLZTF478tX3aLPTFgfo6WmMeFE7LnRRSLCRhBTU08yM7NSWCkREzZOjFiOatlf75f82eFFowWEdRIRAnU90XTi0/uqq2uws5GI4CES47slrQMjRHao4Et6JTezsLKYWfQyM+5K2vMDIsLWM8YkEonDx0+Q7YgItp2jeKDv0szMrFIK90VEiCiVqhcxnuseOnrUqaj0PE8bAxEiEhEQETYHM1VEosu5HBHhgdmO5Y4V3/7yZWIGYZ2MlprGhBOx50YXiQgbYbRp6Kw1RubHMqwY90dgjGk71FjKe3PDC8pWWLeOI40nXz5Qk6zGjkcigp0k8NxLly729fUZgYDWYFsYY1LJ1P5jxwLBQ6EgA32X0ukFZsYD0FoDEGMOPvZYdU0tKRWOxoi55HkhxzHGeL6PzcBMFZHoci5HRHhgoUD1/dX1pdlVIqyf0aa2pcqy1fxohpiwEUabutZqZfHc6CIz436JiLJU2+GG1YX8wuQyACLCXZnA9Jxq6f303traWuwGJCLYSTzPGxwcvHnz5vz8vDGGmbEttNbNzS37j/UWPY+w3WiNDq5euri0tMTM2AzGGIjE4vFEIhGNxTt7euZmppVSVakGLwgEgAiICD8mAOHeBCB8iJkqItHlXI6I8GAsW61cW7n8rRvE2BCjTbKtmojmxzKsGBshAidiNXbVTV2f19rgAYiIHbLr26tD8dD41Rnf1US4E+ObZGf16c8dbG5vwi5BIoKdZ3FxcXx8/MaNG0tLSwCICFtMa93V3d196HC+UCQibC9iFs/94L13V3M5ZsbmERFjDBFFo9FSsUhEh44erW1qFhFbWZ7v+0EAQICQbQdaG2NwmwCEDzGtYW20UoqZfd8HwEzxSHQllyMiPAARiUbCN789Mvb+DFuMjTDaJNtqiDA/lmHF2CCjTffx1qkb817eB+FBiAgEVfUVlan46OVpVoyfRWtTVV/x9D890tRRz6SwS5CIYEfyfT+TyQzdks/nATAztoyI7D90qL61w/M9bDullC4VLr39dsl1iQhbQESISIyJRKOnn3o6s7CwvLTU2t6uIlE/CCzLKmWXYxWJQLDGiGhjYqEQQUBUyueJ4ERjXiGfX81VJlMlzyNCRTS2kssRER5MSNnXvzk0dT2tLMZGGG1S7TUA5scyrBgbJCK1zVWsKD22REx4QAJS1HawYW4kU8yViAgfJdDaxKoiR36h6/CZPZaysXuQiGAH8zwvnU5fu3ZtZmYmn88rpbA1mOjYyZOhymoxBttOKeXnc++df0trTUTYYkoprXUQBHV1dd09e0LxuOM4H1x4z3Xdurq6qtraSCweicUnR4aGbgxWVCQ8z9NaR6OxYjHve/6e/fvrW1osO2Qptby6SkR4ACKIhJ3pt2avvzFKTNgIo02qvQbA/FiGFWOjBHbEatlXP3RxghXjgRltUh01RDQ3ssiK8RFiUNuc6H15T3N3QzgUxq5CIoIdr1gsjo+PX79+fXZ21hjDzNhUImJZ1umnntbKBgTbzrIsN7vy9ptvMDO2nogQEQBjDIDKRMK27aXlZWOMiECkoqIiXlGRyWQ8z8PHEWBE6tYkU22dXSVjFJGvA2ME90VEopHw2Pcnb74zzoqxEUabVHsNgPmxDCvGRgmskGo90DB8aZKY8MDESDgWat6bnBleKGRLRARABJbNh1/oTHVVt3U3K2VhtyERwS6xtLR08+bNGzduZLNZZsbmERHHcZ76xAtFP8DDYFlWcTnzzptvKsvCtjPGAGBm3GaMERFmJiL8LEZrAaqrq1va2pYzS509PXBC2hjcF2Iy88F7f3lFBwaE9TPapDpqAcyPLrJi3JfGnmRuqZBN54gJD8wYqW2qrO+sTY9nFiZXiCACVvSp3zrdsqeBwNiFSESwe3ieNzc3d/Xq1cnJySAImBmbQUQSicTJp54uuh4eBkup3GL6wrvvKqWwe4iIuaX3xInKVEOgNdYQASD8HQJAAAi3ET6CCCRYlrf/9LL2NQjrZ7RJddQCmB9dZMXYOKNNqr1GWTxzc4EtxmYwWpTNPcdbh/smA1eLwd4zLY+/fLAikcDuRCKC3WZlZWVqampgYCCdTgMgIjwYY0xLS0v3ocd8rfEwKKWWZ6cvv/++Ugq7jdb68OHDzV092hgABAiBAAKBQFhDWEMg3EIEgADCGhJIKGRf/+7I9ddHSRE2wmiT6qgFMD+6yIqxcSJih6y2gw1Tg/Nu3gdhUxhtmvfWe0V3cTrb80RL76f2VVdXYdciEcEuFATBysrK4ODg8PDw6uoq3YL7pbXef/BgqrVdG4OHQTHPjY0MXr/OzNhttNYHDx5s7t5jxECwRiAQCCAigIhgjYgAEAgEAogIAAHEmFg8ev3rNyc+mFW2wkYYbVIdNQDmRzOsGPdFjCSS8ZqGxHDfpLIUNomyVdfR5kRdrOlwdX1TPRNj1yIRwa7l+346nb569er09HSxWGRm3BcdBL0nT1Yk67XWeBhsSw1d+WBycpKZsdtorQ8cPFjb0maMwd9HIKwh3JGIxGKRG98aGb04rWzGRhhtUu01AObHMqwY90fAFvccbx27OlPKu0SETSEQkT2nW4+/tK+qsgq7GYkIdrlCoTA6Ojo0NDQzM2OMYWZskDHm8TNnI5VVQRDgYYg4zsXzby4vLRERdhut9cFDh+pa2rQxuC+WpXJDub5vXBcRENbPaJNqrwEwP5ZhxbhfYiTVWWs7ampwnoiwGcRItCL8xOf27zvWg12ORAQ/F5aXl4eHh2/cuLG8vAyAiLA+IhIKhXqfeMKKxLTW2DjBhwj3LxYKvf7d77iuS0TYbbTWBw4eTLa2a2Nwv2JW6Ny/vVjKucSEdTPapNprAMyPZVgx7pfRpq6l2nLU7MgiM2Ez6MA07Kn+1G8+GQlHsMuRiODnhed5i4uLg4ODw8PDruvSLbgXY0xVVdWh3hOwLBHBLUQEEcGHiAiACAQCEdxiWZYD0UY7oRCzMiKBMVqbNUQEIgDyEQAEt4jgR4gIPxZS/MZr3/N9n4iw2xhjenr2NHV1B8bgfjm2PX8hff3cqBgBYZ2MNqn2GgDzYxlWjAfQ1JPMZvKrC3liwmbQganfU/XSf/ZUOBTBLkcigp8vpVJpampqYGBgZmbG8zwiYmbcQkT4KVrrhoaG/Ud7fWNwi4g4lpWsrHBC4WKplMvli66rjbZtm5ViVkYMM8+ODA/099uObVlWOBwJhcORcCQcCTuOYzmOsmxmJlbMTIqJmBUzMTGDSETMGhFjxEDIK7197pwOAhBhtzHGtLa2dR865AUa94sV07K58JdXizmXmLA+RptUew2A+bEMK8b9EVgh1bK/fuTyFIGweQ4933niFw6EQxHsciQi+LljjCkUCgMDA0EQFAqFdDq9uroKQD4OABFprVvb2g4cO14olYgIt0gQdDU3VFQkgiBw3VLgB0Rk27ayLAEKhWI2t5rLZm8MDs7OzhIRABEBICJYI0LMtm07a2zbsm2+hZiVUqyUpSzLtizLtmzbDjn5bHZwYEBEsAsZY+rr6w8dP1nyfdwvZfHqtdX3vzXAirFuRpv69hoB5scyrBj3R2CHrdYDDTffG2eLsRlEwBZ95l881dSZwu5HIoKfa67rptNpY4zjOKurq4uLi8vLy7lcjogsy/I8r1QqtbS1tXTvyRcKRASAiNkEbfWpRGUl7sAYQ0QLCwuvvfZaJpNhZvwUEQEgIgBEBB9BfwdELLdgdxKRWCx+5tnn8q6L+xW27cG/GZnsn2PFWDejTX17jQDzYxlWjPvFzM37kunxpeKqS0x4YCKIVNjPfOloR2c7dj8SETxKXNf1fd8YY91SKBQymYzreWAViUacUNjzfdf3LUhDbW0sHsddGWPeeeedCxcuKKWYGY8qpfjM089oZYsINs6ylTtRfO8rV0WwIUabVEctBPNji6wY98toU99ZK4L50UVWjAdmtOk80nzm84cTlQnsfiQieOQZYyDCzCDK5XKrq6tKqWQySUS4l6mpqf7+/pmZmUKhQER4JBljWtvaeg4ddv0AG0UUEuvKV6+nJ5ZYMTbCaJNsqyam+dEMK8b9Mtqk2mtBmB9dZMV4YIGvT768/4lPHcHPBRIRlD2YUqnU19d3+fJlYwwR4dEjIrZtHz992orEjNbYCNtWK9eyfd+6TkzYIDGSqIvFaqKzNxfwAIw29Z21YmR+LMOKcb+MFkAABL5+/BcPnPr0UfxcIBFB2QNbWVk5d+7c+Pi4UgqPJB0EJ0+fidXUBkGA9SOEtfXOn3yQXy4SEzZIRJStWvalpgbT2tfYEMGPCMRok2yriVWGJ67Nggj3R1DVUOGEbREJPN1zovXoJ/YyM3Y/EhGUPTCt9cTExLvvvru4uMjMePQYYxqbmg4e6y16PtZHRCIRZ+qtueuvj7Ii3BejTc+Jton+Wb8UgPDT5EOACG4hJlasFBMRCALYIWWHbAhaD9QPvDWqfQ3ChsgaI+F4qP1QY3YxbwJjjNS2JA6/0FmXrMPuRyKCsk0yNDT0zjvvrKysMDMePSKyb/+Bxo6Okh8Q7k2AqO1c+9rN6etpZTPui9Gm50TbRP+sXwpA+JDAGAEEgLJVKOqEorZtWyCsYcW2Y1mOYkUACcQvBb4bECPVWjN2dXZ5PsvM+AjBGsEawRoBIILbiCkcc4jZd/2OQ42jH8z4biCAHbY+/V+caW5vwO5HIoKyTWKMuXHjxvnz50ulEgAiwqPEGBOLRntPnRbbEWNwTwTL8MDXh+ZGMspi3IF8CEQgIvwUY6T9UMPC5HIhWyIiEXHCdqq9JhSxRWCM8b0gcAOjBYAIAi9wC75b9LSv8SNEBAjECTsdhxunh9Je0Sci3EZMtmNZjrIcZdmWFbJsm4kZhFsk8DRAlq3iVZH+8yOBq0EA6OQ/3H/46W7HDmGXIxFB2eYJgmB2dnZ0dHR4eLhYLBIRHhkiQkQnT58JJyqDIMA9EbiEq381uDC5whZDcIvgI9Kf9EkAABNkSURBVIjJCdmhqBP4QangE+HvESN1rdUiZnFyhZiMNvUdtVbImhtZVIpFRGtjtBEj+BFaAyLCTzFGYolwqqNG2YoAwYfEQIwJfB24ge/pwA8CV/teIEZwiwiMNkabupaqjiPNl17p174BwQRSv6fqxd84E4vFsMuRiKBss5VKpWvXrvX19XmeR0R4ZGitjz/+eEVdKggC3ItAHLIKI4VCtsiKQSBmYhARmJgIClbIYoedmJUdz73/twOsGB8nIrGqSHV9YmJgjgCjTSQRadmfmh1ayK8UiQgbIWuM4KcREW4h3EKEjyCIgAjheMjNeyICwBiJJSKnPn9g75Eu7HIkIijbAvl8/tVXX52ZmWFmPDK01qfOPhmurAqCAOtABGbGTxABINxC+BBBjLDF2SvZi9+4pmyFv0dgR6zmvanhS5PVzRWReGhmcNGJ2m0HGiYH50s5l4ggEPyEAESErSBGiAm3aV8/9snu0585alkWdjMSEZRtgSAIBgcHz507JyJEhEeAiCjmk2fO2rG41hqbRym13Ld0+dUbymbcIiJGCwBmcsJ2y/7UzYsTL/z6ExUNoR/+0eXFqZXG7jq/FCxMLiml2GJiAoEULEv5pUA0tDZEICbcmdGG1jAbbUBgJmyEGKlqiD/368frG1LYzUhEULY1FhcXz507NzMzw8x4BBhjGpua9h056gUam4qIHFhD3xubuDILwATGjtjV9RXKVkszq8xoOVA/P5F5/teP1zelLr127e2vXKtrqXIidjFbTDRGu4+0VyUrYEmhlGNFDkdmhhcmr88uTeQL2RIrJsJPEyM1zYlEYySWiGQXCksTuexinhWtwToJADn+8v6jz++zlY1di0QEZVvm/PnzfX19RISfdyKimE+cOu1UJLTW2GykiFfkzT9+v+tkU0UySpbpPtQRiYWvXLjuldyK6pgTCnXtb7NsdeXd6zd+ONV6uD5cazc0J+PVkTUExkd4gRd4/vj1mclr6bG+Oa/os6I1uE2MAPTEZ/fte6JTRAg8PTw3OTA/dnGumPOYCetjtFTWx57+laMtHU3YtUhEULZlzp0719/fLyJ4NBx87LFkc2vJ8wibL8z29IW5A0+11zcmAQEIHxLBGiEQQPl83ssH+UKuvjlp2TaBcFf5Qn68f3rgjfHMRDbwNRFBoLWpaao4+sLe2taqZGMNbnP90oVvXbv2gzHta2LC+mgtB59pP/XyY+FwGLsTiQjKtszrr78+MDAgIngEiMj+gwfr2zo838cWsJSqcpy6VK1jO9g82uhSofTeK1cHX58QfCjVWd376b3N3fUW2/i4YqF47e2b114byy8XWTHWQQShiP3cr/W272shEHYhEhGUbZnz589fvXpVa411ExEiwi5EREePH49W1xpjsNmYuTISrorH0ouZREW8rrYWm2p2cn7g7dHaVFUkEapsjCVTdbiDQin/5lf6xi7NBZ4mJqyDCUzL4eTTX+itrKzELkQigrIts7i4+Nprr6XTaaUU7kpuYeZQKOTfglvoNux4zHzy9GmOxCCCTSUikXCoJhLOFYpFbaqj4Yb6emwqI6ZUKoZCIcUKINyZ1rpUcq+8MXjttbHSqgeCshh3JSKWrU7+o/1Hn9oPEHYbEhGUbRnP8z744IP3338/CAIiwh2IiOM4VVVVXV1dqVQqk8lcv36dmbXWruuWSiXP8+gW7FQiEgqFTj/9jCfYCkQUD4eNSMF1U4mKZG0NM+PhcT134J2hkb5pXZTM9KqI4K7ESLQyfOpzB3oe62Ri7CokIijbSq7rXrhw4dq1a1prIsIdnDhxYs+ePZFIxLbtIAh831dK+b6/sLAwPz9fKBTGx8cLhQIRYUfSWre1tXUfeszXGmtEBCAARHILEeEjFBExB0EAIqyPEamOx6CDqoqKyspKPGx+4Hu+V1wpnfvzyzM3F5TFuCujpbopfvKf7O/e1w4Qdg8SEZRtMdd1L1y4cOXKFWMMM+PjjDHt7e2nT5+urq7GHXieNzAwcP78eew8ImKMsW17/4GDyabG2qrqcChkRABZs5rLZ3N5ti3PD0SEiASIhUMoFZ1QyLIsZVnZolv0PNyVAIq5yrGj0UhNTQ12kv73bp7/y6te0Scm3JXRpra1svflvV3725gYuwSJCMq2XqFQ6O/vn5ycnJubExEiwm1a697e3tOnT+OuVldX33rrraGhIWYmIuwAxhgiikaj7e3t8Xi8q6vLsqxIOKwsC7e5bklrk83l8sUiW06h5HqBn4hFK6ORYqkUDoXj0chMeiFbcpkZd0BEjqUECCtORGNVVZV0C3aGYrHQ970bl1+9CQEId6cDU9dW+fg/PtCxpwUg7AYkIijbFiKSyWQmJiYuXrzoeR4zAzDGJJPJU6dOtbS04K5EZHFx8fLlyzdu3ABARHjYqqqqWlpa2tvbk8mk4zi4MxEBkM/nl5eXtTGRcDgWi2VXV23HiYRCuVze8z1S1kqxpI3BR4gIgEQkZIkUAqMJFnEkHDKBX1NREY5EbNvGDjB1c/5v/+Cc1kKEuxMRy1anP3fw0Kl92CVIRFC2jXK53ODg4LVr1wqFQhAE4XD47Nmze/fuZWbci4jk8/kLFy4MDg4aY4gID4OIGGO6u7tPnDgRj8dDoRAemDFmZm5uxfXXEBE+REyIR8K5YqkyGk5EIr7WmeUV5TgFzxcgYqmainhNdTUR4WGbujH/t//nOa2FCHenA9PQWfPcPztZXVuJXYJEBGXbS2s9Nzc3OTk5Pj7e3d198ODBUCiEdVteXv7e976XTqeJCNtORJi5vb390KFDzc3N2CTGmNn5+WyhIKw8PxAg5jgVYadULCIUtkSaGuqZ2RjjeV56cXG15EVCTn1NdTQaxQ4wfTP9N3/wutZChLsTESfsnPylvY89sR+7BIkIyh4G13WDIFBKhcNhbITWenh4+Pvf/74xhoiwjbTWFRUVPT09hw8fjsViRITNo7UuFYur+ULR84jZgjSkUguLi0YkWVdn2zZuC3y/5LqO41iWxcx42IyYofcnv//v3hMjINxT4JuDz3Q8+UvHbMvGbkAigrLdZnJy8tvf/rbWGttIa51IJHp7e3t6ehzHwdaQNcYAYGbBh0SEmbGDFYr5H/yHC2OX5lkR1kFEwjHn7C8f7jnSSSDseCQiKNttlpeXz58/PzIyopTC1hMRY0xNTc2xY8c6Ozsdx0HZR5RKxW/+wbmZ64vKVsxETLgXo01VQ8Wpzx7o3NeOHY9EBGW7UF9f33vvvRcEARFhKxljHMdpaGg4fvx4XV2dZVko+7h8Iff9P3svyIkxJrtQKOU9ItxT4OvDz3c98ZnD4XAYOxuJCMp2oZWVlVdffXV+fl4phS0gtyilamtre3p6Ojo6EokEyn4WP/BvXBgjoaZ9dVffGO771k1lM+5FDMIV9ie+dKK1qxk7G4kIynYhz/MuX7588eJFbAGtdTgcTiaTe/furampqaurQ9ldTQxPXfnB8PHP7Lv6ndHB82NsMdbBaOk4Vv/k549VVFRgByMRQdmPCUCAAITdYGJi4pVXXvF9n5mxSYwxRNTU1NTV1dXW1haLxZgZZfdSLBTTswtLs6vvfuW6CQwI6yEitmM//tn9h5/YS0TYqUhE8MgTMaWS990PRueypb114bOHu5VlY8ebm5u7fPny1NSU67pEhAcjIsaYWCzW3d196NChqqoqlG3EzOTcm3/2wfz4krIY62a0SbZXP/fF3tpkLXYqEhE8ugQiAvZL+X/z3cE/OD+3VPB+5WjNv/7skXA8gd0gn88PDQ2dP39eRIgI90tEotFoKpXq6upqa2sLhUIo26D5mfRbX/lgZmCRLcZGiODEy3uPPLvXsUPYkUhE8KiamFsYHJ87e6jTtvh//dYHX7++Or7s/v4/6Pi1JzstJ4xdYmlp6c033xwfH1dK4b5orffu3Xv27FnP8yorK1F2vxbmF17/s765oQwrxrqZwNS2VD7zq731zUnsSCQieCSVisXX+qejIfvp/U2kVFAqji/m370x/czB5qZUHe5GAMJOcuXKlXfffdd1XWbGRogIEVVWVn7yk58UkUQiYds2yh7A+M2p1/+kb3WxwIqwTgJWfPil9tMv9AKEnYdEBI8kz/OWlldqq6ss28bfEQhAhJ9FAn9maTWXL+ztaMFOUiqV3nvvvStXrtAtWB9jTCqVOnnypGVZkUjEtu14PI6yB+N6pQvfvvbBq8PEhHXTvjn6UtfZl05gRyIRQdk6+J73VxdG/vDt6a662L96eW9VVRV2kuXl5f7+/qGhoXw+T0RYB2NMQ0PDmTNnHMchoqqqKpRthtnpuR/80aWlmRwrwvroQB99Yc+Zf3yMQNh5SERQtg6FYum3/uTiN66mK0LW//65/S+f6AAp7CSe542Pj7/xxhulUomIsA5E9OKLL8bj8aqqKqUUyjaDiNzoG3nry1eKOY+ZsA46MAef7Hzq871KKew8JCIoWwejgx9em/wvv3I95wb7UrF/9VLX0fZ6OxTCTjIxMfHd737XdV0iwr2ISCwWe+mll0KhUCwWQ9nmKZYKP/zzi8PvzVo2G2OICHdlAtN9ovXpXz4WjoSx85CIoGx93FJpeLEo2v9O/9yeZPz5Aw2RSERr7ZaKJAYAM1tOWFkWHpKZmZlvf/vbrusSEe7FGNPV1fXUU0+Fw2FmRtlmktGBqZvvTsTrwtdfnygVfCLchdGm7XDDU184mkgksPOQiKBsgwK3BCLLCQEyn1n5D+dHZrMlA6qKOi8dqD2ypw0gPAyu67711lv9/f1KKdxLEARPPfVUY2NjMplE2WZz3ZLRYqAvfef61e+NEBPuzGhp2lt35pcPJ5N12HlIRFD2ADzfn5xbSK+6GZciNqciuDCVP9Ve3ZmM26EwWGEbZbPZN998c2RkRCmFuxKRSCTy4osvhkKh6upqlG2ZhZnF7/3Rhcz0CivGHYiRimT06S8eaW1rwc5DIoKyB3ZteOLVG8sv7k+uevoLf9jXVh3ubYi8cKjpVFtFXW0NtsvKysqlS5cGBwdxL1rrVCr1/PPPh8PhaDSKsi3jeu4r/99b431zbDERsSL8FGNgh+iTv/14W0crdh4SEZQ9sOXV3P/wjf4Ddc5nj9b/m3PT/9ebU8xkMz3TU/17zzQd29MOImyLbDbb19fX39+Pu9Ja19fXnzhxIhqNJpNJlG0ZbYKxgemr3x/2PM/NBtmFPCvGR4iIE7IPPtOx92xbdXU1dh4SEZQ9sCDwM9lCPOJEI+Gp+cx/89f954ZXKkL84v7kf3K87ujedoCwXaanp7/5zW8aY4gId6C1bmxsPHLkiOM4LS0tKNtKpTVuKeQ485OZD747NNmfZibcZrRUpeKnv3C4oaUuHA5j5yERQdlmm0kvLBRMWNymuupYPI7tNT4+/uqrrwZBgDszxiQSidOnTyeTyXg8TkQo2xbzs+kf/PH7i5PLrBi36MDUd9Sc/KX9sUS4trYWOw+JCMp+vuRyuXfffbe/v59vwZ319va2tLQkEolYLIaybWGM7ntj4NLXb/heQEQAjDYVtbGnPn80XGvV19dj5yERQdlWKpZKJV/HHbZDEWyXqamp/v7++fn5lZUVAMxMRPg4rfVjjz22Z8+eqqqqUCiEsu2yupJ/5f85Pz+aIYIxwsyPPbdn/zNtlVUVlmVh5yERQdlWGhwe++9eGd+fiv7Tx1s6kgknHMHWE5FSqZROp2dmZjKZTDqdLhaLAIgItxlj2trannzyScuyIpEIM6NsW+Tyub/9v88tDK0270+l2qqtGNoONEFJXbKWmbHzkIigbCtls9n/6TtD//bNiZaq8D88nPz0vurHexotJ4TtsrKyks1mBwcHJyYmXNcFYIxhZgDxePz06dOWZbW0tCilULYtSqXitXeHSiv+vtMdtXXVhWJhYTpTm6qOVcSwI5GIoGwrZZaWfv/rN752Zc5i8rS0VIW/cCz1z5/sqKyqxDZaXV0dHR3NZrNEpJQaHx9fXFwE8MwzzyQSiaamJmZG2XbxfE8bHQlFisXicmbFduzqmiqlFHYkEhGUbZkbo5P/7sLsH783JwIirPG1WBb9zy/v+eUnOshy8DCISDqdvnz58srKyr59+/bs2RMKhVC2vYyYYqG4srISjUYTiQQzY6ciEUHZVpHz18Z+92vDY5m8rRi3uYE52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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9163752198219299 }, { "class_name": "table", "confidence": 0.06653334945440292 }, { "class_name": "line_chart", "confidence": 0.01145938877016306 }, { "class_name": "calendar", "confidence": 0.0017888984875753522 }, { "class_name": "screenshot_from_computer", "confidence": 0.0010241687996312976 }, { "class_name": "flow_chart", "confidence": 0.000605277600698173 }, { "class_name": "full_page_image", "confidence": 0.00045492121716961265 }, { "class_name": "pie_chart", "confidence": 0.00037255589268170297 }, { "class_name": "engineering_drawing", "confidence": 0.00022822163009550422 }, { "class_name": "scatter_plot", "confidence": 0.0001921567745739594 }, { "class_name": "box_plot", "confidence": 0.00017896418285090476 }, { "class_name": "other", "confidence": 0.00017515188665129244 }, { "class_name": "qr_code", "confidence": 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure consists of two pie charts positioned side-by-side, comparing the distribution of 'Property Type' and 'Location'. On the left, the 'Property Type' pie chart is labeled vertically. On the right, the 'Location' pie chart is labeled vertically.\n\n| Property Type | Percentage |\n| --- | --- |\n| Office | 56% |\n| Retail | 28% |\n| Industrial | 16% |\n\n| Location | Percentage |\n| --- | --- |\n| NY | 31% |\n| NJ | 28% |\n| CA | 20% |\n| VA | 18% |\n| D.C. | 2% |\n| Int'l | 1% |" }, "classification": { "predictions": [ { "confidence": 0.998225748538971, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.0005822190432809293, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0005693389102816582, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0001947372074937448, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00015865864406805485, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 7.456896855728701e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 4.612666089087725e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 2.785731885524001e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 2.6323794372729026e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 2.4406179363722913e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.4265841855376493e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 1.3274180673761293e-05, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 1.0443885003041942e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 8.142219485307578e-06, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 7.3561413955758326e-06, "created_by": 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" 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" 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" 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"parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/groups/8" }, { "$ref": "#/groups/9" }, { "$ref": "#/groups/10" } ], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents an overview of a $3.1B Total Portfolio, broken down by geographic location and sector, alongside Q2 activity metrics. At the top left, a box titled 'Q2 Activity' lists: $441M new commitments ($296M funded), $24M follow on fundings, and $447M repayments. A central node labeled '$3.1B Total Portfolio' connects to two donut charts below. The left donut chart, titled 'Geographic Location', displays the portfolio distribution by region: Northeast (26%), Southwest (25%), Midwest (26%), West (11%), Southeast (9%), Other - U.S. (1%), Mid-Atlantic (1%), and Int'l (1%). The right donut chart, titled 'Sector (5)', displays the portfolio distribution by industry sector: Power (62%), Midstream (26%), Downstream (7%), Other (3%), and Upstream (2%).\n\n| Category | Segment | Percentage |\n| --- | --- | --- |\n| Geographic Location | Northeast | 26% |\n| Geographic Location | Southwest | 25% |\n| Geographic Location | Midwest | 26% |\n| Geographic Location | West | 11% |\n| Geographic Location | Southeast | 9% |\n| Geographic Location | Other - U.S. | 1% |\n| Geographic Location | Mid-Atlantic | 1% |\n| Geographic Location | Int'l | 1% |\n| Sector | Power | 62% |\n| Sector | Midstream | 26% |\n| Sector | Downstream | 7% |\n| Sector | Other | 3% |\n| Sector | Upstream | 2% |" }, "classification": { "predictions": [ { "confidence": 0.9856347441673279, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.009011569432914257, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 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"full_page_image" }, { "confidence": 6.0336307797115296e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 3.5380024201003835e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.0336707418900914e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 8.882901965989731e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 8.146140316966921e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 7.511277544836048e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 5.326313839759678e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 2.8347467377898283e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.941615437317523e-06, "created_by": 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"produced": [] } ], "quber__footnote_marks": [ { "marker": "5", "kind": "footnote", "label": "Sector (5)" } ], "quber__footnotes": [] }, "label": "picture", "prov": [ { "page_no": 27, "bbox": { "l": 16.83553123474121, "t": 487.0625915527344, "r": 718.3683471679688, "b": 64.23785400390625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 701.0, "height": 423.0 }, "uri": 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"references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 24.0, "height": 12.0 }, "uri": "data:image/png;base64,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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "icon", "confidence": 0.9921239018440247 }, { "class_name": "logo", "confidence": 0.004983911756426096 }, { "class_name": "flow_chart", "confidence": 0.0010688810143619776 }, { "class_name": "bar_chart", "confidence": 0.0006097823497839272 }, { "class_name": "calendar", "confidence": 0.0002270751429023221 }, { "class_name": "other", "confidence": 0.00019942157086916268 }, { "class_name": "engineering_drawing", "confidence": 0.00015718942449893802 }, { "class_name": "geographical_map", "confidence": 0.00013909621338825673 }, { "class_name": "stamp", "confidence": 0.0001143033368862234 }, { "class_name": "line_chart", "confidence": 7.439754699589685e-05 }, { "class_name": "pie_chart", "confidence": 4.006234303233214e-05 }, { "class_name": "screenshot_from_computer", "confidence": 3.712295074365102e-05 }, { "class_name": "page_thumbnail", "confidence": 3.6660232581198215e-05 }, { "class_name": "table", "confidence": 3.1859286536928266e-05 }, { "class_name": "photograph", "confidence": 2.7254513042862527e-05 }, { "class_name": "bar_code", "confidence": 2.603765642561484e-05 }, { "class_name": "chemistry_structure", "confidence": 2.184977893193718e-05 }, { "class_name": "music", "confidence": 2.0377210603328422e-05 }, { "class_name": "qr_code", "confidence": 2.0354174921521917e-05 }, { "class_name": "signature", "confidence": 1.0783033758343663e-05 }, { "class_name": "topographical_map", "confidence": 8.174785762093961e-06 }, { "class_name": "screenshot_from_manual", "confidence": 6.588997166545596e-06 }, { "class_name": "crossword_puzzle", "confidence": 6.449579814216122e-06 }, { "class_name": "full_page_image", "confidence": 3.742861281352816e-06 }, { "class_name": "box_plot", "confidence": 2.8185213523101993e-06 }, { "class_name": "scatter_plot", "confidence": 1.9434603473200696e-06 } ] } ] }, { "self_ref": "#/pictures/20", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents two charts side-by-side. On the left is a horizontal bar chart titled 'Top 10 Major Industries', displaying the percentage distribution of ten different industries. On the right is a pie chart titled 'Property Type', showing the distribution of property types across three categories.\n\n| Industry | Percentage |\n| --- | --- |\n| Food Production & Distribution | 26.5% |\n| Product Manufacturing | 21.9% |\n| Dining & Entertainment | 11.7% |\n| Automotive Service | 11.0% |\n| Deathcare | 4.9% |\n| Healthcare | 3.0% |\n| Dealerships | 2.3% |\n| Furniture Shops | 2.3% |\n| Aerospace | 2.2% |\n| Warehouse & Distribution | 2.2% |\n\n| Property Type | Percentage |\n| --- | --- |\n| Service | 40% |\n| Industrial | 55% |\n| Retail | 5% |" }, "classification": { "predictions": [ { "confidence": 0.8087476491928101, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.18238842487335205, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.007128801662474871, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0013792638201266527, "created_by": 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"confidence": 1.3070647582935635e-05, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 1.0446191481605638e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 5.143151611264329e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 4.897446615359513e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 2.7279459118290106e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.023067509071552e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.9766180230362806e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.2260301218702807e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 4.614964836946456e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 4.41052748101356e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 3.5804370668302e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 2.3121756953514705e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.7648530103997473e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 1.5601725067426742e-07, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01kzvr79mavn5htwvg0h9j6e9k", "quber__figure_model": "dpt-3-pro-latest", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] }, { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(a)", "kind": "footnote", "label": "% of Annualized In-Place Base Rent(a)" } ], "quber__footnotes": [ { "marker": "(a)", "text": "Annualized In-Place Base Rent represents the monthly aggregate base rent charged to tenants as of the balance sheet date, multiplied by 12" } ] }, "label": "picture", "prov": [ { "page_no": 32, "bbox": { "l": 29.35413360595703, "t": 434.0684814453125, "r": 766.5927124023438, "b": 98.2562255859375, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 738.0, "height": 336.0 }, "uri": 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VHu2leLL96YHB/j9Xr/5ZOi+anJYYEBX12reGvd8us1d5MSYncWHW973AUUBYq68723t63JgucOISRJEs/zYDKNJgTGGF5cCKEPP/yQYRiXyyWKYkdHR3x8/OLFizVNO3v27OTJk8PDw+HPFBQUxMbGpqSkwDdu3LhBkmRISMjnn3/+xhtv2Gw2+Guqqqpqa2vXr19///79hw8fzps3z2KxwE+hoLjUnbsdGDuYTKanMH3iuOiwEOT1Wmi67kHzvYetGanJESGuyrsPrt28nTot0ULTF8puvTQ1YdqEcZ19wulLZR6vviJjVvGl8t5eYfqk+KSEmBu19dV3HwBBwBOKuvO9t7etyYLnDiEkSRLP82AyjSYExhheXJqm7d27d8GCBdHR0QDQ3d1dUFAwadKkefPmdXV18Tzv9XpramqsVmtCQkJvb29RUVFISMi8efNIktQ0rbOzMzAwkOd5URSPHz+elZXV0tKCEIqNjQ0JCQGAjo4OX19fHx8fABgYGBgaGnI4HKdPn25qanr11VeDg4MVRQkMDASA9vb2Bw8ekCQZFxcXEBCg63pXV5fdbm9sbJRlefz48YGBgfDXFBSXunO3A2MHk8n0NJAHvF74Gk0DRYLHAwQBGMBCg9cLGICmAHmAIADrQFEkTRFAeL1eIAjweAADEATQFHxNUXe+9/a2NVnw3CGEJEnieR5MptGEwBjDi0vTtL1796anp8fGxsKw+vr6kpKS119//YsvvpgzZ059fX1XVxdBEBMnTrTb7YWFhQEBARkZGRcuXBgcHJwxY0ZXV1dAQEBiYuIHH3wQHBwcFhbm9XofPHiwcOHCSZMm5efnT506NTExEQDKysoePnw4f/78AwcOtLe3L1682MfH586dO2vXrq2urj537lxMTAxC6NGjR8uWLYuMjPzkk0+8Xm9YWJiu621tbTk5OS6XC75XQXGpO3c7MHYwmUzPDgYg4Nsp6s733t62JgueO4SQJEk8z4PJNJoQGGN4cWmatnfv3vT09NjYWBjW39+fl5e3YsWKr776avbs2WVlZdHR0S+99JLH46FpuqioKDo6OiUl5f333584cWJGRsapU6dIkkxKSnr//fc3bNgQFxcHAHfu3Dlz5symTZuOHDmSlJQ0efJkALh+/XpDQ8O6desqKyvr6urcbndtbW1FRcWrr7762WefLVq0KC4uDgDKysoqKytzcnI++uijiRMnZmZmAkBhYWFYWNjs2bPhexUUl7pztwNjB5PJ9LNQ1J3vvb1tTRY8dwghSZJ4ngeTaTQhMMbw4tI0be/evenp6bGxsTCst7c3Pz//tddeO3XqVHp6OkEQR48ejYmJWbhwoc1mKywsjI6OnjFjxkcffTRr1qyJEyeePHmSpunJkyd/8cUXGzdutFqtAIAQ+vTTTzMyMi5dujRlypTJkycDwPXr1x88eOB2uysqKurq6tatW1dbW1tdXT1z5syzZ89u2bKFpmkAEEUxLy9v6dKlJ06cWLhwYUxMDACUlJRgjBcvXgzfq6C41J27HRg7mEymn4Wi7nzv7W1rsuC5QwhJksTzPJhMowmBMYYXl6Zpe/funT9/fkxMDAw7d+5cY2Oj2+3et29fenp6dHS0oiiHDh0KDAxcvHhxYWFhdHR0SkrKrl27Zs+eHR8ff/LkSZqmJ0+enJ+fv3XrVo7jAGBgYCAvL++11147c+ZMfHx8cnIyAFy+fPnx48erV6+uqKioq6tbt25dbW1tdXX13Llzv/jii02bNvn4+ABAZ2fnoUOHVq1a9cUXXyxevDgyMhIASkpKMMaLFy+G71VQXOrO3Q6MHUwm089CUXe+9/a2NVnw3CGEJEnieR5MptGEwBjDi0vTtI8//njmzJnR0dGDg4O1tbU1NTVr164NDw//5JNP0tLSEEJjxoy5efOmKIorV67Mz8+PjY2dOXPmRx99NGfOnAkTJhw/fpym6eTk5H/+53+ePXv2ggULMMbFxcUURb322mtXrlypq6tbtWqV1+s9fPjw9GHl5eW3b9/euHHjrVu3bt68uWHDhoMHD9I0vWjRIo/Hc+zYMZfLtWDBgk8++WTp0qVRUVEAUFxcjDHOysqC77Xv+Jn1b/4TMHYYAQj4EwxGR8CfYBgBCPgTDCMAAX+CYQQgADA8PVn94H/949+tXQbPHUJIkiSe58FkGk0IjDG8uHRdP3bs2MOHD2maJkkyODj4pZdeCgkJ8Xg8Fy5cmDBhQl1d3a1bt3x9fZcuXRocHHz58uWgoKDY2NjS0tL4+PjQ0NDKykqKoqKioq5cuWK1Wuvr6xFCY8eOzcjIcDgcCKGTJ082NjYCQEJCwoIFCyiKamxsbG1tnTNnzqNHjxobG+fNm6coyqlTp1paWgBg/PjxCxYsAIDS0tKkpCSXywUA1dXVGOOpU6fC9zp1uey//X+f0Iwdg6ERAF7dC0CQJAnGhnVdx5imKAyGRgDoT2BMURQYHsZY1700RWMwOOz1eimSAoKAp4OHtP/r1xuWz38ZnjuEkCRJPM+DyTSaEBhjGN2GhoYsFgtJkvAUEEK6rttsNvgzQ0NDAGCz2eB7DQ0NkSRpsVjgx+oXhCHNwzAOjMHICAJEUSJJwuFgwNg0TVNVleOcGIOREQQMDWlDQ0Msy4LhIQ9SZIXjnBiDkWGMBwYHWF9fkqTg6WDAjN1moWl47hBCkiTxPA8m02hCYIzBNEJIkmShaavNBoanyDJJkja7HYzN6/EoiuLLsmB4Xo9HVVUfX18wPN3rlWXZl2XB8AYHBliWBYIAw0MISZLE8zyYTKMJgTEG0wghiiJFUQ6HAwxPFEWSJBmGAWPTNE1RFI7jwPA0TVNV1el0guEhhGRZ5jgOjA1jLAgCy7IURYHhIYQkSeJ5Hkym0YTAGINphBBFkaIoh8MBhieKIkmSDMOAsWmapigKx3FgeJqmqarqdDrB8BBCsixzHAfGhjEWBIFlWYqiwPAQQpIk8TwPJtNoQmCMwTRCiKJIUZTD4QDDE0WRJEmGYcDYNE1TFIXjODA8TdNUVXU6nWB4CCFZljmOA2PDGAuCwLIsRVFgeAghSZJ4ngeTaTQhMMZgGiFEUaQoyuFwgOGJokiSJMMwYGyapimKwnEcGJ6maaqqOp1OMDyEkCzLHMeBsWGMBUFgWZaiKDA8hJAkSTzPg8k0mhAYYzCNEKIoUhTlcDjA8ERRJEmSYRgwNk3TFEXhOA4MT9M0VVWdTicYHkJIlmWO48DYMMaCILAsS1EUGB5CSJIknufBZBpNCIwxmEYIURQpinI4HGB4oiiSJMkwDBibpmmKonAcB4anaZqqqk6nEwwPISTLMsdxYGwYY0EQWJalKAoMDyEkSRLP82AyjSYExhhMI4QoihRFORwOMDxRFEmSZBgGjE3TNEVROI4Dw9M0TVVVp9MJhocQkmWZ4zgwNoyxIAgsy1IUBYaHEJIkied5MJlGEwJjDKYRQhRFmqbtdjsYniRJJEk6HA4wNoSQoihOpxMMDyGkqirLsmB4Ho9HlmWn0wnGhjEWBIFlWYqiwPAQQpIk8TwPJtNoQmCMwTRCiKJIUZTD4QDDE0WRJEmGYcDYNE1TFIXjODA8TdNUVXU6nWB4CCFZljmOA2PDGAuCwLIsRVFgeAghSZJ4ngeTaTQhMMZgGiEuVdz6w2dHbQyDMQZj83g8BEFQFAXG5tW9Xo/XZrViMDqv7tW9usViAcPTse5BHpvVhgHDD6R7vLFRYf/n5tW+jAOeMYyxIAgsy1IUBYaHEJIkied5MJlGEwJjDKYRYt/xs+vf/Cdg7GD6CREAGEw/MQIAw4+hoSnTJp3++L1A3gnPGMZYEASWZSmKAsNDCEmSxPM8GJ7H4+nr6/Px8WEYBn64/v5+QRAiIiJIkgTTqEdgjME0QhQUl7pztwNjB5PpRaWhlOTEEzvedfFOeMYwxoIgsCxLURQYHkJIkiSe58HYJEk6ePCgIAherzctLS05ORl+oOvXr9+5c8ftdttsNjCNegTGGEwjREFxqTt3OzB2MJleVBpKSU48seNdF++EZwxjLAgCy7IURYHhIYQkSeJ5HoytsrLyypUrv/71rxsbGwcHB6dMmQIAGGNRFAHAx8eHJEkA0HUdY6yqKk3TNpsNvuHxeHRd1zTN19cXADDGkiTpuu5wOCwWCwzDGIuiCAA+Pj4kSYLphUZgjOGZwRgTBAFPDWMMAARBwPOCMR4YGGAYxmKxwFPDGAMAQRDwvbxer8fjsdls8BMpKC51524Hxg4m04tKQynJiSd2vOvinfCMYYwFQWBZlqIoMDyEkCRJPM+DsT18+HD//v05OTnR0dEwTBCE48eP9/b2AgDHccuWLeN5/tChQ4IgWK1WHx+f4ODgWbNmAUBjY2NVVVVCQkJjY2NWVlZfX9/p06e7urowxhaLZdasWZMmTRIE4fjx4729vQDAcdzSpUv9/f3B9OIiMMbwbWRZPn78uCRJNE3zPD9r1iw/Pz/4Idrb26urqxcuXEhRFDyd+/fvP3r0KD09nSAI+EZ/fz9CKDAwEL7h9Xrb2tpCQ0MpioK/zZkzZ2praxctWpSQkABP7f79+48ePUpPTycIAr7bjRs36urqcnJybDYb/BQKikvduduBsYPJZBxeL3g8QJBgoYEgQMfg8QBNAUnCf8AYkAcwBgsNJAleL3i8QBBAEKDrQFFAU/A1DaUkJ57Y8a6Ld8IzhjEWBIFlWYqiwPAQQpIk8TwPxoYxvnz58rlz57KyspKTk71e74EDB1iWzcjIIAji3Llzjx8/zs7O/uMf/xgUFOR2u1tbWz///PONGzeyLFtQUBAeHu7v719eXp6Tk1NYWOhyuRYsWGC1Wm/fvt3f3z9z5sxDhw75+vpmZGQQBHHu3Ln29na32221WsH0giIwxvBturq69uzZs2jRIpZla2pqWltbt2zZ4nA44Kk1NjaWlJRs3brVYrHA06mqqqqtrV2/fj38mcrKyoqKik2bNlEUBcMaGhpKSko2b97scDjgb6Dr+q5du2bNmhUfH0+SJDy1qqqq2tra9evXw/cSBKG/vz8yMpIgCPgpFBSXunO3A2MHk8kgvHroGNfMSQl9A4OXKmo9yOPvxyVER9xtaunpE4Ag4AmMrVbLnOREh912qaK2v0+IjAhNio/p7O3XkCfIn1eHhs6X1+gYwxMaSklOPLHjXRfvhGcMYywIAsuyFEWB4SGEJEnieR5Ggrt37x48eHDJkiXR0dF/+MMfIiMjHQ4HAAwNDbW3t2/YsOHEiRMzZ86cPHkyABQWFkZERERHRx8+fHjz5s1NTU2VlZVz5sw5ceLE1q1brVYrfKOrq2vHjh1RUVEOhwMAhoaG2tratmzZEhQUBKYXFIExhm/T1dV14MCBLVu2OBwORVE++OCD5cuXd3d3i6I4MDCwdOnSwcHBc+fOdXd3BwQEzJ8/3+VyAcDAwMDZs2fb29sDAwNDQ0Pr6+vXrl1bU1MTHR0dEBAAAPfu3fN6vQkJCR6P59q1a3fv3vV4PDExMbNnzxZFsbCw8PHjxxkZGbNnz7ZYLDDszJkzn3/+eW5u7vjx4wEAY5yXl1dXV/e73/3Oz88PIXThwoV79+75+vomJSVJkjR58uTW1lZZljs6OhoaGqKioubPn0+SZEVFRWJioq+vLwDU1NQ4nc7BwcG8vLyxY8cuW7YsLCysoaHh8uXLiqLExcX5+/v7+vrGxMR4PJ5r167dvXvX4/HExMTMnj1bFMXCwsLHjx8vXLgwNja2q6srKSmJIAhN0yoqKuLj4xsbGwcGBh4/fpyYmAgA48ePr6qqcjgc1dXViqLMmjVr4sSJANDf33/+/Pn29vaQkJC4uDhVVZOSkgiCgO9WUFzqzt0OjB1MJiPwemMiQ3+VvexuY0t0eHDDo/ZPD58MCXb947Z1JVcrjp66ABYaMKYp6s2cpYzdLikqz/rs+/LshuUZHT39s5MT7zY9GhcRWnqjau/REqAoeEJDKcmJJ3a86+Kd8IxhjMCVVwQAACAASURBVAVBYFmWoigwPISQJEk8z4Ox6bpOkiQAVFZWXrhwYeXKlUVFRQsXLnQ4HABAEARJksHBwYWFhbNmzYqPjweAe/funT9/3ul0chy3ePHimpqaW7duzZw58/Tp02+88YbFYoFvPH78OC8vb9GiRQ6HAwCIYREREVarFUwvKAJjDN+mu7t7z549c+fOZRimvr6+r69v6dKlf/jDH6ZOnZqRkYEQKigomDJlysSJE2tra2tqatatW2e32/Py8sLCwmbMmNHe3n7q1CkfH5+tW7fm5+enpaWNGzcOAE6ePOnxeDIzM48ePSrLclpaGkmSly9fdrlcqampp0+fbmpqevXVVyMjI0mShGGff/7548ePOY5bs2YNRVFNTU3FxcUY46VLl4aHhx88eFDTtPT0dFVVv/rqq46Ojr//+7+/evVqaWnpsmXLYmNjv/rqK5fLNXv27E8//XTNmjVBQUEAcODAgZCQkPj4+L17906ZMuXll19uaWk5fvx4WlpaeHj4rVu3SkpKMjMz586de/ToUVmW09LSSJK8fPmyy+VKTU09ffp0U1PTihUr+vv7y8vLN2/eTJKkJEmffvrpsmXLjh49CgBr165tbW2tra1dtWrVv/3bv7lcriVLlqiqWlJSkp2d7ePjk5eXFxMTk5yc3NbWdurUKY7jtm3bRpIkfLeC4lJ37nZg7GAyGYHXmzFrOss4jhw7Gxwx5u03st/ZkSd09f7q9ZV9A2LRsbNgocHrDR0T9PbW7P/y77vkAfG//XZLfVPrxJiIDwqObV21uLq+MYBj9x8vHdI0IEl4QkMpyYkndrzr4p3wjGGMBUFgWZaiKDA8hJAkSTzPg4FhjL/66is/P7/p06ffuXPn1KlTv/zlLw8cOBAfH5+amgoA5eXlzc3NS5cuzc/PnzVrVnx8PADour5r166HDx/+5je/cblcNTU1VVVVK1eu/PTTT5OSkl5++WUAaGtr6+npiYuL279/f3x8fGpqKgCUl5c/fPhwxYoVFEWB6QVFYIzh2/T09OzYsSM6OtrHx8fX13fatGkkSX744Yfr1q0LCws7ceIEQmj58uUw7OjRo77DGhoa1q9fD8OuX79+8+bNTZs2FRQUzJs3LzY2FgBKSkp0XU9ISDh58uSmTZvsdjsAYIwVRWEYpqqq6s6dO263G76h63p+fv6UKVNu3rw5d+7c2NjYgwcPhoSEPH78OC4ujuO4Y8eObdmyxeFwAEBzc3NhYeG2bduuXLnS0dGxefNmAKivr7969eqrr75aWFi4atWqoKAgADh06FBQUNCcOXN27dqVnp4eHR29Z8+exMTElJQUGLZr166YmJjo6Oji4uJNmzbZ7XYAwBgrisIwTFVV1Z07d9xu9+3bt2/cuLFx40aSJCVJ+uyzz7KysoqLi5OTk2fMmFFTU1NdXb18+fIPPvhg+fLl8fHxAFBUVBQTE6MoSnt7e3Z2Ngy7dOnS7du3f/GLX5AkCd+toLjUnbsdGDuYTMZgtdC6jj2KMu/l6YtnJb/zQR6S1Tc3rOjpHzhwvBQsNOi6D+P4v/+P18tq6zt7hTdWLn53576khNiUiePuP2q3WujjF248aGoFkgCShCc0lJKceGLHuy7eCc8YxlgQBJZlKYoCw0MISZLE8zwY24MHD7744gtfX9++vr45c+akpqa2t7cfPnzYZrN5vV5N01asWBEWFpaXl5eamjp+/HgYdufOnebm5iVLlgDA7du3b926tXbt2ocPHx4/fpymaYvFIgjCzJkzX3755fb29sOHD9tsNq/Xq2na8uXLIyMjwfTiIjDG8G26urqKiorWr1/P8zwM6+3t3b9/v9vt9vf337dvX3x8/LRp02DYtWvX2tra7Ha7xWJZuHAhDGtpaTl9+nROTk5BQcHcuXPHjRsHACUlJRhjl8tVX1/vdrvhL1VUVNTV1bndboIgYJgkSfv27Vu5cuWjR4/q6+tTU1NLSkrWr19/7tw5dtjt27fXrVsHwyRJ2r9//2uvvXb9+nWM8ZIlSwCgsbHx3Llzy5cvLyoqWrVqVVBQEAAcOnQoODh41qxZu3btSk9Pj4yM/Pjjj1955ZWwsDAYVlJS4nA4fHx86urq1q1bB3+poqKirq5u3bp1d+7cuX79+saNG0mSlCQpLy8vMzPz7NmzL730UkJCQk1NTXV19auvvpqfn79y5crg4GAAOHLkSHBwcH9/v4+Pz7x582DYvXv3Ll++vHHjRpIk4bsVFJe6c7cDYweTySAwBo8nfnz0b19f9b/3Hb1d3wg6fnP98p7+gQPHS8FCwxO6HhrkWpuVtn7Z/H3HS/91VxGQJGOzLnh5WiDvJEjCarEcPn2po6cPCAI0lJKceGLHuy7eCc8YxlgQBJZlKYoCw0MISZLE8zwYnizLbW1tPM+7XC4YNjQ01NraijEODw+32WwA4PF4yGHwn+jDaJoGAE3T2traPB5PSEiIr68vDBsaGmptbcUYh4eH22w2ML3QCIwxfJuurq6ioqL169fzPA/Dent7CwoK1q5d6+/v/9VXX/X29mZnZ8OwgoKC0NBQlmXLyso2b95ssVgAoLS0tLa2dtu2bUVFRYmJiUlJSQBw5MiRgICAsWPHHjp0aPPmzTzPA4CmabIs8zxfUVFRV1fndrsJgoBhXV1dR44cWb9+PU3T+fn53d3dc+fOTU1NPX/+/MDAQHJy8qFDhzZs2ODv7w8A9fX1hw4d+vWvf339+nUAWLRoEQA0NjaWlpbm5OTk5+cvWrRo7NixALB3797JkydPmTJl9+7daWlpMTEx+/fvDwkJmT9/PgB4vd4//vGPiYmJsbGxhw4d2rRpE8/zAKBpmizLPM9XVFTU1dWtW7fu4cOHxcXFb7zxhsVi6evr27dv35o1a06cOJGamhofH19TU1NdXf3KK6/s27dv1apVQUFBAHDkyJExY8ZYrdbq6up169ZZrVYAOHr0aHt7+69+9SuSJOG7FRSXunO3A2MHk8kgPN7QMYG/27KmsPjctauVwNjB431z/fKe/oEDx0vBQgPGAARo2rSkCZuWL9z+h8/6hUHQcczY8CWzp1koukcY0JAngHPuyDsCVgtoKCU58cSOd128E54xjLEgCCzLUhQFhocQkiSJ53kwmUYTAmMM36azs3Pfvn2bNm3y8/ODYT09PXl5eRs2bAgICBgcHCwsLHQ6nWPHjn348OHg4GB2drbNZisqKtI0beLEiX19fdXV1Xa7/a233qqsrLxw4UJKSoooinfv3s3JyQkODj516lRDQ8PUqVNJkqyuro6Njc3IyCgvL799+/brr79OEAQMq6+vP3fu3JYtWywWy/Xr10tLS9966y2GYSorKysqKjZv3vzVV1/du3dv2rRpmqbdunWrt7f3N7/5zZUrVwAgMzMTABoaGk6fPv3LX/7y0qVLNTU1KSkpHR0dLS0tGzZsYBjm448/nj9/flxcXFtbW1FR0bhx4wIDA5ubmysqKhYuXDh//vxTp041NDRMnTqVJMnq6urY2NiMjIzy8vLbt29v3LhxaGho//79NpstJiamtrbW5XJlZmbu3r17zpw5EyZMqK6urqysXLFixd69e7Ozs4ODgwHgwIEDISEhs2bN+vLLL/v6+sLCwgYHB5uamvz8/DZv3kwQBHy3guJSd+52YOxgMhmBrkeGhvzhv+a2d/WeOHetX1IuV95WRfmtzau7+wb2Hy3hA/1/uWpJQfG5flH677mbCk6ev1pWDRTl68tsey3r6NkrKRPHBwf4acijDml7Dp0AiwU0lJKceGLHuy7eCc8YxlgQBJZlKYoCw0MISZLE8zyYvkNzc/OjR49IkoRhuq77+/snJCQQBAGmEYvAGMO3GRoaamlpiYyMtFgsMEzTtEePHkVERFitVgAYHBysqKjo7e319/efNm2ar68vAKiqWlFR0dHRERAQMG7cOE3TIiMjAaC2tvbevXtWqzUpKSksLAwAMMa3b99uaGggCCIqKmrixIk0Tff39w8ODkZERMA3hGEREREEQQwNDQ0ODrpcLgAQRbGrq2vs2LEY45qamgcPHvj4+EyYMMHj8YSFhfX29gJAcHAwAEiS1NXVFRUVpet6ZWVlc3Ozw+GYPn16YGCgruvNzc0ul8vX1xcAOjs7KysrFUWJjo4OCAiwWq2BgYEY49u3bzc0NBAEERUVNXHiRJqm+/v7BwcHIyIiAEAQhPLy8v7+/uDg4JSUFJvN1tTUFBAQwLLswMBAf3//mDFjHj16FBYWZrPZAKCtrc1qtXq93v7+foqient7/fz8Ojo6Ojs7V69eDd+roLjUnbsdGDuYTEag4/AxgTMnx3t13ULRvcLA5crbqjIUExWqIU9LW6cvyyyZnXK+rFrVPBNjIq7fqsdYBx0nJ44PDvArPn/dx5fJnDOdpqjii+XCoAgEARpKSU48seNdF++EZwxjLAgCy7IURYHhIYQkSeJ5Hl5QGGOCIOBvcPv27bt371IUBcMQQvX19Zs3bw4NDQXTiEVgjMH03HV2dh48eDA+Pj4iIqKnp6e8vDwzMzM2Nha+V0FxqTt3OzB2MJkMwqsDQvA1kgQLDQQBHi8QABQFGIPHCzQFT3i9QNFAwBMURXq9OjyhY/B64QmKBJKEJzSUkpx4Yse7Lt4JzxjGWBAElmUpigLDQwhJksTzPIwc3d3dvr6+drt9cHDw1q1bmqZNmDAhODgYAO7fv//w4UOXy8UwzNDQUHt7O8/zKSkpBEHAT+fEiRMEQWRmZoJpxCIwxmD6OXR1dVVUVAwMDNhstkmTJkVHR8NfU1Bc6s7dDowdTKYXlYZSkhNP7HjXxTvhGcMYC4LAsixFUWB4CCFJkniehxGip6enoKAgOzvb19d33759Pj4+HMfdv39/9erViqKcOXMmKiqqvLzcf1hdXV1OTk58fDz8pB49evTll1/+8pe/tFgsYBqZCIwxmEaIguJSd+52YOxgMr2oNJSSnHhix7su3gnPGMZYEASWZSmKAsNDCEmSxPM8jARer3fPnj1VVVXvvPPO/fv36+rqXn/9dQA4f/58Z2enr6+vj4/P3LlzT5w44efnZ7PZBgcH582bB8/Ahx9+OG/evPj4eDCNTATGGEwjREFxqTt3OzB2MJleVBpKSU48seNdF++EZwxjLAgCy7IURYHhIYQkSeJ5HkaCS8Nomt68efPFixeDgoJefvllAGhvbz927FhKSsqVK1fCwsLa29tTUlKam5uXLFnCMAw8A9evX793796GDRvANDIRGGMwjRAFxaXu3O3A2MFkelFpKCU58cSOd128E54xjLEgCCzLUhQFhocQkiSJ53kwvIcPHx46dCgzM/PixYsrV648e/ZsXFxcUlISAPT19RUVFa1du7a/v7+xsTE6OrqqqioxMTEoKMhqtdpsNvipybL80Ucfvf766/7+/mAagQiMMZhGiH3Hz6z/1T8BYwfjIwAwjAwEARjDiEAAYBgZCAIwhh9BQ5OnT/rqo38O9HPCM4YxFgSBZVmKosDwEEKSJPE8D8YmiuInn3ySkJCQlJRUUFCwcuXKq1evxsTETJ8+HQC6u7sPHDiwfv16p9MJAGVlZT09PRaLpb6+3mazLV68OCwsDH5qBw8eDA4OnjNnDphGIAJjDKYRouRy+Tv/votmHBiDkREEeLxeAgiKJDEYGsb6EzRNYwxGRhCg/wmmKAoMD2P9CZqmMYYfzONJGB/9//7uF5yvDzxjGGNBEFiWpSgKDA8hJEkSz/NgbLdu3Tp+/DjHcR6P5969e6mpqQzD2O32JUuWAEBdXd2lS5c2b95M0/Tjx4/PnTs3efLkq1evZmdn19bWtra2rl69miAI+EndvXv34sWLW7duJUkSTCMNgTEG0wghDAx4vDrjcGAwNAJAFEWSJBmGwWBoSNMUReU4JwZDIwA0TVOHhliWBcPzICTLMsdxGH4MiiSsVisBzxzGWBAElmUpigLDQwhJksTzPBibx+PBGBME0d/fn5eXl5OTgzE+cODAsmXLeJ4/dOhQYmLirFmzNE37/PPPp0yZwnHc0aNHV61adefOnd7e3hUrVhAEAT8phNCOHTtee+210NBQMI00BMYYTCOEJEk0TdtsNjA8WZZJkrTb7WBsHo9HURSWZcHwPB6Pqqq+vr5geF6vV5ZllmXB2DDGgiCwLEtRFBgeQkiSJJ7nYYRQFOXChQupqalOp7O6uvrSpUu6rk+YMCE9PZ0kyevXr/f19S1ZsgQALl++fPPmTY7jMjMzAwMD4Rk4c+bM4ODgihUrwDTSEBhjMI0QoihSFOVwOMDwRFEkSZJhGDA2TdMUReE4DgxP0zRVVZ1OJxgeQkiWZY7jwNgwxoIgsCxLURQYHkJIkiSe52Fk8nq9uq5bLBYY1tHRwbIswzAwDCFksVjgmenp6fnss8+2bdvGMAyYRhQCYwymEUIURYqiHA4HGJ4oiiRJMgwDxqZpmqIoHMeB4Wmapqqq0+kEw0MIybLMcRwYG8ZYEASWZSmKAsNDCEmSxPM8mH44jHFeXl5iYmJycjKYRhQCYwymEUIURYqiHA4HGJ4oiiRJMgwDxqZpmqIoHMeB4Wmapqqq0+kEw0MIybLMcRwYG8ZYEASWZSmKAsNDCEmSxPM8mH6UsrKyu3fvrl+/niAIMI0cBMYYTCOEKIoURTkcDjA8URRJkmQYBoxN0zRFUTiOA8PTNE1VVafTCYaHEJJlmeM4MDaMsSAILMtSFAWGhxCSJInneTD9KJIkffTRRxs3bvT39wfTyEFgjME0QoiiSFGUw+EAwxNFkSRJhmHA2DRNUxSF4zgwPE3TVFV1Op1geAghWZY5jgNjwxgLgsCyLEVRYHgIIUmSeJ4H0491+PBhPz+/9PR0+FG8uu7x6IOS2tLR96ijXxAVQVQHJVUQlQFJVVSEsU4QJEEASQwjCQtN+TuZAM4ngPcJ4HwCeB8X7xMc4LRaaAtNgekpEBhjMI0QoihSFOVwOMDwRFEkSZJhGDA2TdMUReE4DgxP0zRVVZ1OJxgeQkiWZY7jwNgwxoIgsCxLURQYHkJIkiSe58H0Y7W0tBw+fPjXv/41TdPwFFTN09ze29LR96C151F7b1N778O23o6eAY9X93j1YVjHWNexjjEAEPAnGP4CRRIkSVIkQZIkRRIkSbCMPTosYFxkUGy4a2xoQKCfb1gwH+jnC6ZvQ2CMwTRCiKJIUZTD4QDDE0WRJEmGYcDYNE1TFIXjODA8TdNUVXU6nWB4CCFZljmOA2PDGAuCwLIsRVFgeAghSZJ4ngfTj6Xr+ieffJKWljZ+/Hj4DkOap/lxb2Vdy827LQ3NXS0dfS2d/eoQosgnCJIk/gS+RgABBDwVjAEAwzCMQce6V8e6jmmKdPG+YUFcdJgrOSFixqSouMggu81CEGD6GoExBtMIIYoiTdN2ux0MT5IkkiQdDgcYG0JIURSn0wmGp2maqqpOpxMMDyEkyzLHcWBsGGNBEFiWpSgKDA8hJEkSz/Ng+hucP3++p6dn1apV8JfauoQ7jY8vVjScK7v3qKMPIe+Q5sEANEVSJPEEPBsYg451r1fXdWy10FYrFezPTkuIfDkpJikubEJMCEEQMLoRGGMwjRCiKJIk6XA4wPBEUSRJkmEYMDZN0xRF4TgOfjiCIOA50jRNVVWn0wmGhxCSZZnjODA2jLEgCCzLUhQFhocQkiSJ53kw/Q26u7vz8/Pf/NWvbHY7APT0Sxcr7p8rv19d33r/UZc6hCw0RZIEAEEQ8JxhDABYx9jr1TGG8CB+clzo7OTYxakTQoM4iiRhVCIwxmAaIS6UV//77oM2hsGAwdg8yEOQBEVRYGy6V/d6vRarBX4g7xD6h61rUqdOgOdF0zRVVZ1OJxgeQkiWZY7jwNgwxoIgsCxLURQYHkJIkiSe58H0tykq3D8mfKxuDzx6tvLM9fpeQdaQhyQImiYJggDD8Hh1j1e30KTTxz5tQuQrcyfNSoqJCPGDUYbAGINphNh3/Oz6N/8JGDsYHwF/gsHoCAAgAGP4oWQ1/4/vrls6H54XTdNUVXU6nWB4CCFZljmOA2PDGAuCwLIsRVFgeAghSZJ4ngfT36C1U/jkwFclV+609iFZGbLQFPEnYFgYAGPs8egEAeMjgzJmxq9ZlBwfHUwSBIwOBMYYTCNEQXGpO3c7MHYw/exkdf/v31mbmQbPi6Zpqqo6nU4wPISQLMscx4GxYYwFQWBZlqIoMDyEkCRJPM+D6Ucpq20+dKby2Plb/YOqR9cpkiAJAkYODODxeDEGlrGlzRi/cv7UOcmxTh87vOgIjDGYRoiC4lJ37nZg7GD62cnq/t+/szYzDZ4XTdNUVXU6nWB4CCFZljmOA2PDGAuCwLIsRVFgeAghSZJ4ngfTD1R1t2X359dKrtzp7hetFpogCQJGMIwx8ngtNDVjUtT6rBmvpk220BS8uAiMMZhGiILiUnfudmDsYPrZyer+37+zNjMNnhdN01RVdTqdYHgIIVmWOY4DY8MYC4LAsixFUWB4CCFJknieB9NTK7vdnH/8xpfnawYllaZJiiThRYExRh4vTVEzEqO2rkzNeCnBYbPAi4jAGMN303V9aGhI13WCIKxWK03TMOzx48cEQQQHB8N/0tLSYrfbXS4XPAMej0fTNF3XAYAkSYZh4NvIskwQhMPhgL9maGgIIeTr6wvfRtO01tbWMWPG2O12eGY8Ho8syyzLEgQB36uguNSdux0YO5h+drK6//fvrM1Mg+dF0zRVVZ1OJxgeQkiWZY7jwNgwxoIgsCxLURQYHkJIkiSe58H0FOqaOnYeuHjy8p0eQbJZKIIg4EWEMXi8XgtNzZkWu+mVlxalJhAEAS8WAmMM3+3ChQsXL14MCAjQdZ2iqMTExBkzZlgsli+++IIgiFdeeQX+kq7rhYWFISEh6enp8MNhjOvq6mprawMCAlJTUx0OB/yloqKixsZGjuN0Xffz88vOzqYoCv6TkpISmqbnz58Pf01VVdXdu3dzcnLg23R2dh48ePCVV16JiIiAZ6ajo+PLL79ct24dwzDwvQqKS92524Gxg+lHQAgIAmgavoY88ISFhv+g6+DxwhMYA0kCRYLHCxgDSQDGQFGUxeLVdfiarO7//TtrM9PgedE0TVVVp9MJhocQkmWZ4zgwNoyxIAgsy1IUBYaHEJIkied5MH2v7n5x3/GyDw9d6uoTaZqkSBJedBhjzeO1WyxZcybmutMSY8fAC4TAGMN3Ky4u9ng8ixYtUlW1s7Pz1KlTMTExWVlZiqIAgM1mI0nS4/HIsmwbBgCSJNE0bbVaAUDXdVmWLRaL3W6Hb8iy7PV6HQ4HTdO6rpMkCd9ob2/fv3//3LlzKyoqxo0bN3/+fPgzGP//7MEJeFbVnTDw/7nnvttN7pKEhLCFVSELIYYAUTYFIYjssgQIoG1tZ5p2ZpzOMzOdbthxunztbG21WOtC2BKQRUASFiGAKwqyVlEQJMgaCDe5974359x7/h+Tfn6P80xxSkvgvvj+frh48eL8/PwBAwYgIiEkHA4LISRJchzH9/3U1FRCiOd5mzZtkmV5zJgxoVAIAFzXbW1tjUajkUgEAIQQhBDHcSilBw4cOHr06MyZM6PRKAB4nuc4jizLiqIIIQDAsqzU1FQAkCSptY2iKLIsA4AQQpIkx3EQMSUlBQAcx0HElJQU+JTjOJzzWCwWDocBQAghSZLneY7jRNog4scff7xx48bZs2enp6cTQuDaaurqyysXghKFpOuCGA6HKx4cdfGKuaH+TUAMyfLU+4dSKq3avNvzPCAEfNGnZ9epo+6RJEIpPd5wdvfeQxUTRimx6KmzF1Ql1r1zx/9Ysu7UmXMgSXCV41Y/+fiscSPhZmGMua6raRoEHufccRxd1yHYENE0TVVVKaUQeJxz27YNw4Cka0CErW++/5/Lduw/elqSCJUIfJEgIuN+lyzjK1PvqZg4ODUWgdsCQUS4ts2bNwNAWVkZtLl48eKSJUsqKipOnDhBKY3FYvv37w+FQhcvXkTEBx54oHfv3vX19ZmZmdFodM+ePbIsNzY2cs7vvffewsJCxtgrr7xy/PhxSmlaWhohpG/fvkVFRfCpy5cvL1u2bOTIkW+++WZhYWFpaSl8BiJWVVUNGjQoLy8P2jDGNmzYEAqFLl68aFlW586dJ02adOzYsZUrVwLAxIkTS0pK3njjjXfffRfalJaWFhcX79q169ixYwDQq1evffv2nT9/fsSIEePGjfv444+3bt3KOY/FYh06dPA8b/To0Tt27Bg1atQ777xz5coVx3GuXLkSi8WmTZuWlpZWW1trWZZt26Zp9uvXLz09/eDBg6ZpFhQU3H///QCwa9euI0eOEEJkWR42bFh+fv6hQ4cOHjwYCoUuXryIiA888EDnzp1XrFhx6NChkpKSCRMm6LoO11ZTV19euRCUKCRdJ4I45f6hJXl3fP+pJb7nS5J0d1Fu+bh7//E/nrNtByQJENUUpVt2phBYMWHUmYuXBIqGcxeN1JT8Pj0+PnshEg4tqt7IPA8Igasct/rJx2eNGwk3C2PMdV1N0yDwOOeO4+i6DsGGiKZpqqpKKYXA45zbtm0YBiT9IR+euvCLZfWbXj3suDwclgl8QXm+EAIHFeR8a97oEQPvgMRHEBGubfPmzYg4btw4+NTixYsHDBjQ2NgoSVJqauq6desWLFjQt2/ft99++/Dhw/PmzduwYUOXLl1SU1MXL148e/bsoqKi3/3ud7t27XrkkUdee+21U6dOTZkyxTCMDz/88IUXXigrKxsxYgR8xo4dO6qrq8eMGTN16lRKKfx3zz///JkzZzIzM4UQGRkZDz744FNPPZWRkTFjxoxwOFxVVVVSUpKfn//yyy/Lsjx27NiTJ09u3bp16tSpnTt3PnXq1Pr168ePH3/w4MHjx49XVlZGIpE33njjww8/nDFjsZhYdwAAIABJREFUhuu6S5cuHTZsWHFxsWVZa9asOXPmzKOPPvriiy/OnDmzrq7u1KlTjzzySGZm5oYNGyilDz744NNPP00IqaioYIz96le/6tGjx7Rp01pbW5cuXTp9+vTz58/v2bNn+vTp6enp77///tatW8vLy48fP/7SSy89/PDDffv2ffvttw8dOrRgwYKPP/5406ZNM2fO7NChgyRJcG01dfXllQtBiULS9eJecWG/CSMH/+iZGs/zALFb547fnDPph4uWWZYDkgRXIYLnd8zu8PePzPjXxasfGF6CAiLhEOMcCNlQ/9aFC40gy/B7jlv95OOzxo2Em4Ux5rqupmkQeJxzx3F0XYdgQ0TTNFVVpZRC4HHObds2DAOS/odVW/f9a9UrJ89cjoQoIQS+8Bj31ZTIrLEDv7VgtJ4ag0RGEBGubfPmzYg4btw4+NSyZcv69u1rmqYkSYqiHD16dP78+QBw6dKlF198cc6cOdu3b+/cubOiKK+99tqjjz5KCGlpaVmxYsWDDz64adOmsrKynJwcaLN69erMzMwRI0bAp06ePPnSSy9RSsPh8OzZs1VVFUJIkgRtELGqqqp79+4FBQW+74dCIUVRnnvuudGjR/ft2xcANm/eLEnSmDFjNm/eLMvy6NGjX3zxxePHj/fp08fzPFmWT5w4MXDgQMuywuFwWVkZAOzfv//9998vLy/fs2fPsWPH5syZA20aGho2bdo0bdq0devWTZ8+fevWrRkZGaNHjwaAI0eO7Nu3b+7cuUuWLMnPzy8pKUHEZ5999q677ho4cKAQYsmSJYMGDdq3b9/FixdzcnI8z6OUfvjhh+PGjWOMHT16dP78+QBw6dKlF198cd68eZZlrVu3bt68ebFYDD5XTV19eeVCUKKQdL24V1KUO374oB89U+N5HiB275pdWT7xh4uWWZYDkgS/5/t/OXtSix1funaznm5MHXU383wlGj5++uz7x06dbzKFEEAIXOW41U8+PmvcSLhZGGOu62qaBoHHOXccR9d1CDZENE1TVVVKKQQe59y2bcMwIOkzzjU2//vSV1bU7fV9EZIpJH3KF+h5/uCC7t999IFBBd0hYRFEhGvbvHkzIo4bNw7aOI7z29/+dsqUKUePHqWUpqamNjQ0PPTQQwDQ2Ni4Zs2a8vLyHTt2dO7cORaLHThwYM6cOYSQ5ubmmpqasrKyzZs3jx8/vkuXLtBmzZo1HTp0GDFiBLRpbW1dvHhxQUFBaWnpli1bTp482aFDhz59+hQVFUEbRKyqqioqKhowYAC0cV23qqqqrKyse/fuALB161ZEHDt2bF1dnSzL999/f01NjSzLRUVFQghJkjzP69Chw2uvvaaq6n333QcA77777vvvvz979uw33nijoaFh5syZ0Obs2bObNm2aNGnSunXrHnrooR07dnTp0qW0tBQAjhw5sm/fvtmzZ69cubKwsLCgoMDzvBUrVpSUlOTm5nqet3z58uLi4v3796elpfXr108IIUmS53mdOnU6cuTImTNnHnroIQBobGxcs2bN3LlzLctat25dRUVFSkoKfK6auvryyoWgRCHpenGvpCh3/PBBP3qmxvM8QOzeNbuyfOIPFy2zLAeAACAg9szp8o3ZE3/0TPWlJhMIgbhbUJg7clD/kEyz0owTZ85VrX+ltZUBIeC41U8+PmvcSLhZGGOu62qaBoHHOXccR9d1CDZENE1TVVVKKQQe59y2bcMwIOlTb+z/6Ie/qT3wwemQTAkhkPQ/MO5npavfmj967vhBkkQgARFEhGurq6uTJGns2LEA0NjYuHnzZkScO3fuli1bZFlWVfXUqVPTp08HgMbGxtWrV8+ePXv79u1dunSJxWIHDhyYM2cOIaS5uXnFihXTp0/fv3//+fPnJ06cqKrqhx9+uHjx4rKysuHDh0Obpqam559/vqKiIisr69SpU7/+9a+FEI899lh2dja0QcTFixcXFxcXFhZCG9d1q6qqxo0bl5OTAwBbtmxBxLKystraWlmWx4wZs3///nfeeWf+/PnhcNiyrHXr1o0cOfLAgQOpqan33nsvALz77rvvvffenDlzzp8/v2LFikmTJvXq1UsIsX79+vfff//RRx9dvXr19OnTt2/f3q1btyFDhgDAkSNH9u7dO2fOnJqamgEDBhQUFHiet3z58kGDBuXm5nqet3Tp0tLS0qampo8++mjOnDmEkIsXL27atGnKlCnvvffe6dOnp0+fDgCNjY2rV6+uqKiwLGvt2rXz5s1LSUmBz1VTV19euRCUKCRdL+6VFOU+OGLwv/ym2vM8QOzeNfsbsyc9/uulVoudqqZKhLQ0W9+YN+V8Y9PKTTtAlkGgoacumDzmyLGTpQPy/mPJ2sfmTVm5effRYydBlsFxq598fNa4kXCzMMZc19U0DQKPc+44jq7rEGyIaJqmqqqUUgg8zrlt24ZhQBJAK/OefnH3olWvXml2wmEZkq7N8wUhMG1U0T98aWznTB0SDUFEuLZXXnll165d2dnZnuchYpcuXcaOHauq6rZt20KhUEpKyieffDJ58mQAuHTp0vr166dPn75r167s7OxYLHb48OEZM2YQQlpaWlatWjV58mRFUerr60+ePClJkmEYTU1NRUVFpaWl0Mb3/Y0bNx4/fjwtLS0ejw8aNKihocGyrOnTpyuKAm2WLl368ccfp6en+76fmZk5YcKEVatWjR49ulu3bgCwfft2RBw9evTWrVtlWb7vvvs8z6urq/voo49UVW1qaiosLLz33nu3bNmiqurw4cMB4MCBAx988MH06dMJIXv37t21a5dhGEIIQogQYurUqRs2bJg8efKuXbu6dOlSUlICAO+9997+/ftnzJixZs2agoKCvLw8z/NWrVpVXFzct29fz/NqampKSkp69OixYcOG8+fPK4rS1NQ0ZMiQoUOHvvXWW+fOnZs8eTIAXLp0af369bNmzbIsa+PGjeXl5YqiwOeqqasvr1wIShSSrhf3igv7jr1n4M9fWO15HiDmdOn41ekP/Pi3K+3mli/PmhANh9e88trXZz3471VrL19pBiJJBOZMGHXuYtPr+3/391+aEYuGrzRbv1qxocWyQZLAcauffHzWuJFwszDGXNfVNA0Cj3PuOI6u6xBsiGiapqqqlFIIPM65bduGYcAXXlOz86Pfbl5e+zaVriKQ9L9BhFbuDczt9sQ3Jt7VrxskFIKIcG2+78fjcd/3CSGhUCgWi0Eb3/cBgBAihJBlGQAQ0fM8WZZ935ckCQCEELIsAwAiep5HKX3rrbcikUh+fj4itra2rlmzZvjw4X369IFPCSE++eQTznmnTp1isRgAxOPxaDRKCIE2nHPXdRERACRJSklJ8TxPlmVCCAD4vg8AlFLf9wGAUgptLl68ePny5YyMjA4dOgCA53mEEEopAIg2sixDm5aWlrNnz2qalpWVhYiSJHmeJ8uy7/uEEEopAIg2six7nie1AQDP86Q2AOB5ntQGEc+dO9fc3NyxY0fDMADA931ElGUZABDR8zxZlgHA8zxZlgkh8Llq6urLKxeCEoWk6ydJkkwlxj1oQwgJyTLjHBAz0nQJyOWWllgkYlkOSAQQU1JiA+7stefwUY/x1JSULh0zGs5ddOIuEAJXOW71k4/PGjcSbhbGmOu6mqZB4HHOHcfRdR2CDRFN01RVlVIKgcc5t23bMAz4Yjv5yaV/+M91O/cei4QoIQSS/miMe50y9Z/+9ZT7S/tB4iCICDdLQ0PDhg0bNE1TFOXs2bO9evUaM2aMLMuQ9Mepqasvr1wIShSS/jSIQAj8f4hACFyFCFcRAohACPweAggfJAoEABEQgRAgBH7PcauffHzWuJFwszDGXNfVNA0Cj3PuOI6u6xBsiGiapqqqlFIIPM65bduGYcAX2NuHP/6nX64/fOxMJCxD0vXzPKGr0X/6yri54wdBgiCICDeR67qnTp1yHKdjx46dOnWCpOtRU1dfXrkQlCgk3XKOW/3k47PGjYSbhTHmuq6maRB4nHPHcXRdh2BDRNM0VVWllELgcc5t2zYMA76oNu0+8k+/fOniZSsUopD0p/J8IVPyjfJ7K8tHxiIhCDyCiJCUIGrq6ssrF4IShaRbznGrn3x81riRcLMwxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmHAF9KLW9/97q/WW06rLFNI+vMIgUCgfGzxDysnRiMhCDaCiJCUIGrq6ssrF4IShaRbznGrn3x81riRcLMwxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmHAF8/KzXv/6ZfrW5lHqQRJNwIiMs+f80DJ4385IVWJQIARRISkBLF80/a5X/0uKFFIuuXs+LJnfjRn/H1wszDGXNfVNA0Cj3PuOI6u6xBsiGiapqqqlFIIPM65bduGYcAXTHXd3h88tcFxOaUSJN04iCgEzho38F++MSkSliGoCCJCUoLY9ubeJ35RJSsxhEAjAJ7vEwBKKUKgoRC+ECFZRrg+6LLv//XD9w4qhJuFMea6rqZpEHicc8dxdF2HYENE0zRVVaWUQuBxzm3bNgwDvkiW177z3V9t4NyjVIKkG00gep5fMWHwD772YEosDIFEEBGSEkRzSwsiKEoMEYKMEGhpsSRJSklRECHIGGOuG9d1HRGuCwKGqCxJBG4WxpjrupqmQeBxzh3H0XUdgg0RTdNUVZVSCoHHObdt2zAM+MKo2bzvu79a77ZySiVIah+IKARWPDj4h1+fEApRCB6CiJCUIGzLkkNyJBKFwHMcW5KkaDQGweZ5PB6Pq6oGgccYc11X0zQIPM654zi6rkOwIaJpmqqqUkoh8Djntm0bhgFfDK+8dfTr/1Jtu0ymEiS1J4Hoe+Kr04d++8tl4ZAMAUMQEZIShGVZlNJYLAaBZ1mWJEmKokCwMcbi8biu6xB4jDHXdTVNg8DjnDuOo+s6BBsimqapqiqlFAKPc27btmEY8AWw/+jpr/3zitPnm0IyhaT2JwRKEvn2l8d+7aHhQCBQCCJCUoKwLItSGovFIPAsy5IkSVEUCDbGWDwe13UdAo8x5rqupmkQeJxzx3F0XYdgQ0TTNFVVpZRC4HHObds2DANudyfPXPryD5a+d+J8OEQh6WbxfRGSadWPHx42oBcECUFESEoQlmVRSmOxGASeZVmSJCmKAsHGGIvH47quQ+AxxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmHAba3xivU3P131ytsfREIyJN0sQqBMpcLi3n0H9/ny0II7M3QIDIKIkJQgLMuilMZiMQg8y7IkSVIUBYKNMRaPx3Vdh8BjjLmuq2kaBB7n3HEcXdch2BDRNE1VVSmlEHicc9u2DcOA25fnib/7tzXVm/dGwzIk3Sy+L7SUaNHQfsadnZoZ76oqfzusMDMlBsFAEBGSEoRlWZTSWCwGgWdZliRJiqJAsDHG4vG4rusQeIwx13U1TYPA45w7jqPrOgQbIpqmqaoqpRQCj3Nu27ZhGHD7qtrw1nd+uV6SJEIg6ebwPL9jB61oRJ7cOY15PgFgQpR2zXp0UG5EphAABBEhKUFYlkUpjcViEHiWZUmSpCgKBBtjLB6P67oOgccYc11X0zQIPM654zi6rkOwIaJpmqqqUkoh8Djntm0bhgG3qbcOnfzqPy+/dMWSKYWk9ocIQohuXTOKRxW6qWHhC/iUJ3BGQc+JuT0gAAgiQlKCsCyLUhqLxSDwLMuSJElRFAg2xlg8Htd1HQKPMea6rqZpEHicc8dxdF2HYENE0zRVVaWUQuBxzm3bNgwDbkdNzc787yze+96pcEiGpPaHiCDgjr6d+w3LjUco+gI+QwDEZPo39/Tvm2nArUYQEZIShGVZsixHo1EIPNu2JUmKxWIQbJzzeDyuaRoEHmPMdV1N0yDwOOeO4+i6DsGGiKZpqqpKKYXA45zbtm0YBtx2GPe+/9TLi9e/GQnLkNT+hMCwLBUU9epS0isOCALhf+C+6JmuPja0MC0WgVuKICIkJYgWy5KIFIvFIPAsy5KopMQUCDbGWDwe13UdroWARAgEAGPMdV1N0yDwOOeO4+i6DsGGiKZpqqpKKYXA45zbtm0YBtx2Vm979+/+da0vhCQRSGpnvo/RMC0dkZ/SpyMDAES4Bk+I+3p1fnhgPwK3EkFESEoQO98+8LNnayKxGASe53mEEEopBJsQwvf9UCgEfwgKkaar3/3qnJ5ds+FWY4y5rqtpGgQe59xxHF3XIdgQ0TRNVVUppRB4nHPbtg3DgNvL2Yvm9G898/HZy7JMIamd+b5I01MG31cgd0ljng+fC+G//MXgvCHdsuDWIYgISQliRe2OOV/7HigRSAAE/gtC0BH4Lwh/kO8bmR22/fbHA/PugFuNMea6rqZpEHicc8dxdF2HYENE0zRVVaWUQuBxzm3bNgwDbi/f+eX65196IxySIamdCd/vnJ1WeG8BpKdy3yfwv/OE6JGmPTa0f1osArcIQURIShA1dfXllQtBiULSzeH7WZkZtYueKM7tA7caY8x1XU3TIPA4547j6LoOwYaIpmmqqkophcDjnNu2bRgG3Ea27/ngL55YEW9lVJIgqd0gghB+Xt+uPe++00sJ+54g8MdivpjQL6e8sA/cIgQRISlB1NTVl1cuBCUKSTeH72dlZtQueqI4tw/caowx13U1TYPA45w7jqPrOgQbIpqmqaoqpRQCj3Nu27ZhGHC7sJ3W2f/4/DvvnQrLFJLaDSIShMK7enYr6R2nBATC9RAAMZn+3bABvTM0uBUIIkJSgqipqy+vXAhKFJJuDt/PysyoXfREcW4fuNUYY67rapoGgcc5dxxH13UINkQ0TVNVVUopBB7n3LZtwzDgdvGL5fU/eW5LSKaEQFI7EQJjIXnA3Xdm5XezhSCIcP24LwZkZ3zjnoKoTOGmI4gIt5plWaFQKBKJwI0jhLAsKzU11XGcxsbGbt26UUrhOrmu29zcbBhGOByG63fu3DlCSMeOHeEGqamrL69cCEoUkq4FEbgHlAKV4CpE8DyQJKAUPot7IATIFCgFIYB7QAgQAiiASBCS4fd8Pyszo3bRE8W5feBWY4y5rqtpGgQe59xxHF3XIdgQ0TRNVVUppRB4nHPbtg3DgNvCR6cb53z7+YZzTSGZQlL78Dw/Q0/pf0+/1N5ZzPPhT4UAiPCVQf2Gdc+Gm44gIrSbS5cuvf7662PGjIlGo3Btq1ev7t69e0lJCdw4LS0tK1eunDZt2sWLF+vr6+fOnZuSkgLX48yZM+vWrfN9X5KkiRMn5uTkwHXasGEDIWTChAlwg9TU1ZdXLgQlCkl/EGJKSmzAnb1OnD539uIlAIhGI4V39jx/qenjT84DIfB7QhTl3dGjc9Y7Rz48/cm5tHTj7sJcK+42W3aapqbEItvfOuC0tsJVvp+VmVG76Ini3D5wqzHGXNfVNA0Cj3PuOI6u6xBsiGiapqqqlFIIPM65bduGYcBt4fFFm369alc0HIKk9uF5onO2cdd9BSI91fd9+PP4AnOM1H+6tzgWonBzEUSEdrNjx46amppvfvOb+fn5AICIQghKKbQRQhBCPM9buXJlTk5OaWlpKBQCgHg8zhiLxWLhcBgAEBEAhBCO40QikXA47Pu+4ziRSCQcDkMbIYRlWYQQVVUBABEbGxtramomT56cnZ3d2toai8UIIZIkQRvf9wkhkiQBgG3bvu/HYrFQKASf8dJLLyHilClT9u/fr2lar169AMDzPMdxKKUpKSkAgG18329tbY1Go7IsQxtEFEIwxgAgFosBgO/7tm0TQlJSUiRJgjae5zmOQylNSUmBP0JNXX155UJQopD0ByGm6eo/fmnm0Y9PP/diLRCSmqJ8vXyiROAnz9QAleAqz7/v7rvGDSt5/6OG3jmdX1i7ZezQgQQgt3f3ZsuORsJXWuwf/2YFFwKu8v2szIzaRU8U5/aBW40x5rqupmkQeJxzx3F0XYdgQ0TTNFVVpZRC4HHObds2DAMS37GGi9Me+82VlrgkEUi60RABhejRPav/vfluShh9ATeCL3BB8Z2jeneBm4sgIrQPy7IWL17coUOHeDxeUVEhy3JTU9O2bdseeOCB1NRURKyrq+vZs6fjOCtXrtQ0beLEiXl5ea+++urBgwcJIZIkDR8+vH///mfPnt2yZUtKSsqFCxcQcfjw4SdPnmxoaBBCTJ48OScn5+LFi3V1dVeuXAGArKys8ePHh8PhDRs2vPbaa/n5+QMHDjx37tydd965f//+iRMnhsNhx3FefvnlESNGpKWlbdu27cSJEwAQiURGjx7ds2dP+NQbb7yxZ8+ehx9+WNd1aNPQ0LBly5bW1lYhRPfu3ceOHcsYe/HFF6U2hJDx48enp6cLIerq6nr06GFZFiIOGTLk5MmTO3futG1bCKGq6ujRo7t27drQ0LBly5bW1lYhRPfu3ceMGRONRuFz1dTVl1cuBCUKSdfiedMfuDddV39T8zJQCTx/ZGnRPQPyfvybFUAlQIyEwwu/Pnfpxu1HDrw3a/oD2elpmelG1YZto4YUNZktKUp0Q/1bFy9eBpnCVb6flZlRu+iJ4tw+cKsxxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmFAgvMFfueX6xevfzMSliHpRkNESkjfvK697u7rUoIC4QbxfJGTpv7dsEIjFoGbiCAitI/XX3/95MmT06dPr6qqGjp0aG5ubmNj48qVK+fOnavrOiIuX768X79+hYWFNTU13bp1Gzp06MGDB998882ZM2d26NDh/fffr6urmz17NmPsySefnDFjRnFx8e7duzdv3jxz5szCwsJdu3adPXt26tSpK1as6Ny58+jRoz3P27hxo+/7M2bMuHDhwqpVq6ZMmdLa2rpz586ZM2euXLlyyJAh+fn5+/btO3ToUEVFxauvvnry5MkpU6ZomnbgwIHXX3999uzZaWlp0IYxtnHjxuPHj8+cObN79+4tLS3Lly8fOHBgcXGxZVkbN27MzMwcMmTIz372s7KysmHDhr300kuxWGzs2LGffPLJSy+9NH/+/Ndee02SpNLS0iVLlgwePHjgwIG+77/zzjuqqubk5CxfvnzgwIHFxcWWZW3cuDEjI6OsrAw+V01dfXnlQlCikHQtnjdj/H2GmvLMyk1AJfD8e+++q7R/v588Uw1UAl9kZqZ9a960nz63qqmxafDAgpEl/fcfPT5qcNHZxsuM8YMfnHh972EgAJTCVb6flZlRu+iJ4tw+cKsxxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmFAgjtw9PS87y5uanaoJEHSDeULjFCpuPTO9PyujBBAhBvKFzhnQO+yO3PgJiKICO0gHo//8pe/1HW9Z8+ehw4dMgzjS1/60uXLl1etWjV79mxd1xFxxYoV/fr1Ky4uXrVqVc+ePUtKSpYuXZqXl1dcXAxt1q9fr6rqHXfcsW7duq985SvRaPT48eObNm366le/GolEjh07tmvXrnvvvXfLli2PPPJIJBIBgKampuXLl8+ZMyccDi9btmzmzJlXrlzZsWPHggULDh06dODAgVmzZlVXVxcXF+fn5z/55JOU0qysLCEEAHz00UeTJk3Ky8uDz3j11Vd37do1f/78lpaW6urqvLw8QogkSU1NTQAwceLEVatWlZeXZ2Zmnjt3bu3atXPnzn311VcppWVlZZs3bw6FQoZhfPDBB+Xl5fAZR44cWblyZV5eHiFEkqSmpiYhxCOPPBIOh+HaaurqyysXghKFpGvxvBnj7zPUlGdWbgIqgeffe/ddpf37/eSZaqAS+CIrM/2xeVN/+tzKK5euDCzKG11a9H+eXxWVaGFu74H5d1xptrMz0upee+e94x+DJIHvZ2Vm1C56oji3D9xqjDHXdTVNg8DjnDuOo+s6BBsimqapqiqlFAKPc27btmEYkOAe+/nq6tp3ImEZkm4o3xepKdEhI/MiPTK5EIBwwwnEzJTo90cNVCNhuFkIIkI7ePvtt/fu3Ttw4EDRZs+ePQ899FBqamp1dfXs2bN1XQeA5cuX5+XlFRUVrVy5skePHoMHD66qqrrrrrv69+8PbWpra0OhUL9+/TZv3jxv3rxwOPzRRx/V19fPmzcvFAodO3Zs9+7dQ4cO3blz5yOPPCLLMgC0tLQsXbp05syZkUhk2bJlM2bMaG5u3rFjR0VFhe/7y5cvz8rKunjx4ty5cwkhTz/9dGFhYefOnRFRkiTf9zt37pyamgoA2EaSJADYuHGjZVm5ubm7d+8uKysDAEKIECLWZtWqVbNmzUpPT0fE1atXh0Kh8+fPT548uWPHjps3bw6FQrFYrKGhYebMmfAZ+/fv371797hx4wCAECKEiEajXbt2lSQJrq2mrr68ciEoUUi6Fs+bMf4+Q015ZuUmoBJ4/r1331Xav99PnqkGKoEQSiz2g6/PfbJ6w6mjJx6cMKpnl+xfLVmr6akLJo250mJnd0h78+D7o4cU/Z/nVjpuKwiRlZlRu+iJ4tw+cKsxxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmFAIjtxunHCX/26xW6VJAJJN47viw5pqcWj+svZGvMEgfbiIy64685RvbvAzUIQEW4013UXL148dOjQgoICaLNz587z589PmjSpqqpq2LBheXl5zc3NS5cunThxYrdu3Wpqanr27Dl48OBdu3adOHFi1qxZ0Wj0woULK1eunDBhgiRJW7ZsmT9/fjgcPn78+M6dO+fPny/L8rFjx3bu3Dljxozq6uri4uKSkhIA2LFjx+nTp+fMmeM4zrJly2bOnNnc3Lx9+/Z58+aFQqG33npr6dKlCxYsKCkpAYCXX36ZMTZ16lQAaGho2Llz5+TJk1VVBYDW1tZNmzYNHDgwJydn27Zt586ViXY/AAAgAElEQVSde+CBB2pqasaPH9+jRw8AqKurS01N7d+//7Jly8rLy9PT0wHg5MmTTz31VGlp6bRp0wCgrq5OluUBAwYsXbp08uTJvXr1AoCjR4+GQiHDMFasWPHggw/26NEDAOrq6lJSUoYPHw6fq6auvrxyIShRSLoWz5s98f40LeWp5RuASuD5o4cOHFqU98Mnl0ih0Femj9v3uw+7ZWfeldt7z8GjIwcVLtu4/dDvPpw7ZeypsxeanfikkUOOHD/Vp1vnf69a7TIOQmRlZtQueqI4tw/caowx13U1TYPA45w7jqPrOgQbIpqmqaoqpRQCj3Nu27ZhGJDIfvLcll8s3xEKyQSSbgwEEJ7o1TPrzqH9wFA8zyfQjrgQuR2Mvx1eGJVluCkIIsKN9rvf/e7111+fN29eJBKBNleuXKmurp46der58+e3bt2akZFx5cqVvn37jhkzRpblNWvW5OTklJSUuK5bW1vb0NCg63pTU1NJScnQoUMbGhrq6+vLy8vD4fCJEydeffXV2bNny7L80Ucf7d69e968eadOnXr55Zej0agQAgAmTZrUsWPHlpaWVatWTZ06tbm5edeuXbNmzQqHw6Zpbtu2raysLDU1FQAsy1qzZo1t25FI5MqVK6NGjSoqKoI2iPj222+/9tprmqa1tLRMmjSpV69ehw8f3rZtm67rtm2npqZOmzZNCPHiiy8+9NBDaWlpAOD7/saNGwcOHNi1a1cA2LZtmyRJo0aN2rdv3+7duzVNE0I4jjN27Ni+ffsePnx427Ztuq7btp2amjpt2jRN0+Bz1dTVl1cuBCUKSdeC2DU7MyTLJ06fBUIAMTPdSNfVoycaJEkaN6zko9NnPzz5SdmwQV07Zrxz5MN9h4527dLxnqK8ta+8JoS4b3BR144dXnlrf8OZCyAR8P2szIzaRU8U5/aBW40x5rqupmkQeJxzx3F0XYdgQ0TTNFVVpZRC4HHObds2DAMS1oXLLXO+/fzvjp8Nh2RIuhEQUQjMz+/WfcgdXiSEQkA7QwBK4Jt39x/QKQNuCoKIcKN5ngcAsizDZ3DOKaWSJF25cuXcuXO6rnfq1AnaeJ4ntYE2586dM00zKysrLS0NAIQQvu+HQiEAEG1kWQYAIYTv+6FQCABc1z1z5owkSV26dAmFQgCAiJ7nybIMAL7vy7IMf4gQ4uzZs7Ztd+rUSVVV+O+ampoaGxuzs7NVVYU2lmWdPXs2Eol06dKFUoqInufJskwIgf/B930AoJQCgG3bZ8+elWW5U6dOkUgE2liWdfbs2Ugk0qVLF0op/G9q6urLKxeCEoWkz+H7cBWl8HtCgBAgy3CV5wGRQCLgeUAIIEBIppIkEFEIuMrz4SqJAKVwle9nZWbULnqiOLcP3GqMMdd1NU2DwOOcO46j6zoEGyKapqmqKqUUAo9zbtu2YRiQsKrr3vnWz9fIMiUEkv58QqBMpQElfToXdY8DACLcFFyI0m5ZXy8tIHAzEESEpARRU1dfXrkQlCgk3Ry+n5WZUbvoieLcPnCrMcZc19U0DQKPc+44jq7rEGyIaJqmqqqUUgg8zrlt24ZhQGLyPL/8H5574+CJkEwh6c/m+0JVIgVD7szI69Lq+4Bw0yBAVJa+c9/ArloKtD+CiJCUIGrq6ssrF4IShaSbw/ezMjNqFz1RnNsHbjXGmOu6mqZB4HHOHcfRdR2CDRFN01RVlVIKgcc5t23bMAxITG8ePDH32897viCEQNKfx/f9zHStcHhuuGu65/lw03lCTMrtMb2gF7Q/goiQlCBq6urLKxeCEoWkm8P3szIzahc9UZzbB241xpjrupqmQeBxzh3H0XUdgg0RTdNUVZVSCoHHObdt2zAMSEzff+rlZ9a8GgnJkPRnQADh+V26ZAwYme8ZCgoBtwIXom+G8djwwpSQDO2MICIkJYiauvryyoWgRCHp5vD9rMyM2kVPFOf2gVuNMea6rqZpEHicc8dxdF2HYENE0zRVVaWUQuBxzm3bNgwDElBjkz3/u4v3H20Ih2RI+lMhogTQo1d27sg8FqHCR7hFEFGWpMeGFeZlpUE7I4gISQli+abtcx/9DihRCD5C4CpECDhC4CpE+IN8X8vq8MpzPy3JuwNuNcaY67qapkHgcc4dx9F1HYINEU3TVFWVUgqBxzm3bdswDEhAO9/54JEfLPV8IRECSX8SgSgTUjCgZ6eBPT1ZQoFwSzHfn5zbY0b/3tDOCCJCUoLY/ua+Hz25VFZiCIFGADzfBwKyRBECTbQJyTLCHyKEoav/8lcP98npDLcaY8x1XU3TIPA4547j6LoOwYaIpmmqqkophcDjnNu2bRgGJKCFi15etGp3NByCpD+JEBiNyCV391P7deIIgAi3mkDMTlUev39gRJahPRFEhKQE0dLSIlGqxGIIgUYAWixLkqQURUEINNbaGnddQ9cRrgFBkggEAGPMdV1N0yDwOOeO4+i6DsGGiKZpqqpKKYXA45zbtm0YBiQa22UP/OWvTnxyiVIJkq6f8IWaGiu5Lz/aLYMJQRCCAAEkgG8NK8zrmA7tiSAiJCUIy7JCshyJRiHwbNuWJCkWi0GweZw78bimaRB4jDHXdTVNg8DjnDuOo+s6BBsimqapqiqlFAKPc27btmEYkGh27v3w4e8tEUIQQiDpOvm+6NwpLX94rpypeZ4PQeIJHN83p7ywN7QngoiQlCAsy6KUxmIxCDzLsiRJUhQFgo0xFo/HdV2HwGOMua6raRoEHufccRxd1yHYENE0TVVVKaUQeJxz27YNw4BE89PntvxiRX1IppB0PRBBCHFH70697rkT1KjwBQQM90X/7PS/Gdo/TCm0G4KIkJQgLMuilMZiMQg8y7IkSVIUBYKNMRaPx3Vdh8BjjLmuq2kaBB7n3HEcXdch2BDRNE1VVSmlEHicc9u2DcOAhMI9/+HvLXnlrfejkRAk/dEQkSAUFPXsVtKrVZZAIASPEJimRP52WGE3PRXaDUFESEoQlmVRSmOxGASeZVmSJCmKAsHGGIvH47quQ+AxxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmFAQvnodOP87y4++cklWaaQ9McRQkRDcl5Jn84DuruIgAhB5QlRWZo/pFtHaDcEESEpQViWRSmNxWIQeJZlSZKkKAoEG2MsHo/rug6BxxhzXVfTNAg8zrnjOLquQ7AhommaqqpSSiHwOOe2bRuGAQll6xvvf3nhUkKAEAJJfwTfF2mqUjC0n9orkwsBCEHGfTGmT9f5xXdCuyGICEkJwrIsSmksFoPAsyxLkiRFUSDYGGPxeFzXdQg8xpjrupqmQeBxzh3H0XUdgg0RTdNUVZVSCoHHObdt2zAMSCj/WvXKz17YGo2EIOmP4Hl+x0y9cGQ+7agJX0DgCcRueuoPRg+UJQnaB0FESEoQlmVRSmOxGASeZVmSJCmKAsHGGIvH47quQ+AxxlzX1TQNAo9z7jiOrusQbIhomqaqqpRSCDzOuW3bhmFA4vB8Mecfn3v9wEcypZD0uRARELt0yyy8L99LiQhfQCJAhIhMf1Q2OD0WgfZBEBGSEoRlWZTSWCwGgWdZliRJiqJAsDHG4vG4rusQeIwx13U1TYPA45w7jqPrOgQbIpqmqaoqpRQCj3Nu27ZhGJA4WuzWYQ//a1OLIxECSdeGiAThjtxuve6+wwtTFAgJAgEoIX89tH//junQPggiQlKCsCxLluVoNAqBZ1mWJEmKokCwMcbi8biu6xB4jDHXdTVNg8DjnDuOo+s6BBsimqapqiqlFAKPc27btmEYkDgOHzs75bGnOfcIIZB0DUJgWKaFJb07FHb3CSAiJBSBOKOg14P9ukP7IIgISQmipaWFSFIsFoNgo5JkWZYkSYqiQLAxxuLxuK7rEHiMMdd1NU2DwOOcO46j6zoEGyKapqmqKqUUAo9zbtu2YRiQOF7acfBvfvaiEEgIJP1BwhfRSLhkZF5q7ywPARAh0XDfH9aj09cG50H7IIgISQlix579P356eSQWg8BCjETCT3//r2JhGQAURYFgY4zF43Fd1yHwGGOu62qaBoHHOXccR9d1CDZENE1TVVVKKQQe59y2bcMwIHH8fPG2f1+6XZYpgaQ/wPdFh3S1cERepEua5/mQmLgvcrOMvx06IBqi0A4IIkJSglhRu2PO174HShQCC5HGoifqFnfQFURQFAWCjTEWj8d1XYfAY4y5rqtpGgQe59xxHF3XIdgQ0TRNVVUppRB4nHPbtg3DgMRR+aPq1dv2RyMhSPrvEEB4Iqdbxp3Dc+W0FN8XkLB8gZ1U5bFhhR1TY9AOCCJCUoKoqasvr1wIShQCCzEWi36w8dkMTUEERVEg2Bhj8Xhc13UIPMaY67qapkHgcc4dx9F1HYINEU3TVFWVUgqBxzm3bdswDEgQltO64LtVrx/4KBKWIekz8CqBufk5OYN6CyWMvoBEJhDVSOixoYW90jVoBwQRISlB1NTVl1cuBCUKgYUYi0U/2PhshqYggqIoEGyMsXg8rus6BB5jzHVdTdMg8DjnjuPoug7BhoimaaqqSimFwOOc27ZtGAYkiI/PXn74e1UffHwhJFNI+pQQKEskt6hnt5JejBBAhASHAATgb4cVFnRMh3ZAEBGSEkRNXX155UJQohBYiLFY9IONz2ZoCiIoigLBxhiLx+O6rkPgMcZc19U0DQKPc+44jq7rEGyIaJqmqqqUUgg8zrlt24ZhQII4cvzsw9+rOtvYLFMJktoIIVKikfzSOzrkdmECARFuC62eX3l3/j052dAOCCLC7QsRW1tbfd8nhMiyHA6H4fohYktLi6IokiRZlpWSkkIphVuhpq6+vHIhKFEIFAQg8P8gxmLRDzY+m6EpiKAoCgQbYywej+u6DoHHGHNdV9M0CDzOueM4uq5DsCGiaZqqqlJKIfA457ZtG4YBCWLP4ZMPf6/KcpgkEUgC8Dy/Q3pq/tB+Sk4HXwhAuG0wX8wu7P1gv+7QDggiwu3r+PHj1dXV6enpkiQBQE5OzvDhw1NTU+F6tLa2Ll++vKysLC0tbdmyZZMnT87MzIRboaauvrxyIShRaG+IIARQCv+f54EvgBAIyYAI3IOrJAIIIFMqy74QcBViLBb9YOOzGZqCCIqiQLAxxuLxuK7rEHiMMdd1NU2DwOOcO46j6zoEGyKapqmqKqUUAo9zbtu2YRiQIHbs+WDB9xaTNvCFJ3zRMTvtrlEFwlCEL+D2wn0xpk/X+cV3QjsgiAi3r8OHD7/99tvl5eW+71++fHnXrl2e582ZMyccDgMA59xxHFmWU1JS4FO+79u2TSlNSUkRQhBCWlpali5dOnbs2I4dO65YsWLKlCkpKSmImJqaCp8SQti2jYiKosiyDG2EELZtE0JSUlKgDSICgOM40WhUluXW1lbXdcPhcCwWgz9CTV19eeVCUKLQrhAj4dCAvr3ffe8Y9zwAIJI05u7i+0uLPmo4+8L6bR3TjQWTxyCK0+cvpetqhq7+59J15y9eBioBYiwW/WDjsxmaggiKokCwMcbi8biu6xB4jDHXdTVNg8DjnDuOo+s6BBsimqapqiqlFAKPc27btmEYkCBe2nHw0R8uU6Jh+GJDREDo3qtj32H9UIkIIeC24wlxd7eOfzEknxC44Qgiwu3ryJEj+/btq6ioIIQAAOf8t7/9bWlp6V133XX06NGdO3dyzgGgb9++I0aMCIfDn3zySW1tbTwej0Qi2dnZ8Xh87Nixb7zxxrZt2/r06TN27Nht27alp6ebpmnb9h133DF27NhQKHTu3Llt27Y1NzcLISKRyKhRo3r37t3Y2FhbW9vU1BSJRLKzs1taWsaNG7dnz54LFy54njdmzJiWlpbdu3cLIQCgsLBw6NChkiTB56qpqy+vXAhKFNqV5z06a8KQ/v3+4p9/4Xk+eP7I0rvGDS/5Tc3Lo+8ujkbCqUpk197Dd/Xrna6rV5pt23VfWLtFQBvEWCz6wcZnMzQFERRFgWBjjMXjcV3XIfAYY67rapoGgcc5dxxH13UINkQ0TVNVVUopBB7n3LZtwzAgQTy37o1v/+KlWCQEX2ACMSRJfQtyug7q7csSCoTbkSfwrk4Zfz20v0QI3GgEEeH2deTIkb1791ZUVEiSBG22bNniuu7w4cOXL18+cuTIgoKCy5cvr127Ni8vr7CwcMmSJQUFBffccw9jrLa2dv/+/Y899pgkSUuXLr3//vs7d+78b//2b7m5uZMmTfI8b8mSJaNHj+7ateuyZcv69et39913E0IOHDjg+35hYeHy5cuzs7Pvv/9+RKyvr9+2bdtjjz1WW1vred7DDz98/vz5devWjR8/vlevXufOnVu7du3QoUMLCwvhc9XU1ZdXLgQlCu2HewPy7/zx3zxy8sz5b/74Kd/zwfcrpoxNiUaeXrymoKjfgoljmppbjp483b1zx8amZplKNZt32nYcJAmuQozFoh9sfDZDUxBBURQINsZYPB7XdR0CjzHmuq6maRB4nHPHcXRdh2BDRNM0VVWllELgcc5t2zYMAxLEzxdv+3nVK9GwDF9UQmBIlorvyTX6dvIlAohwm/IF9ss0/n5EEZUI3GgEEeH2deTIkb1791ZUVEiSBG127Nhx5cqVbt26bdiwoX///r7vy7J87ty5Dh065OXlvfPOOw8//DAhBACuXLmybNmyOXPmqKr6wgsvjB8/Pi0t7Te/+c1DDz3UtWtXAFi7dm3Xrl1VVX3rrbcWLFgAn9HQ0LBhw4Yvf/nLkUgEABzHeeGFF6ZMmbJ9+/Y+ffqUlpZu2bJlz549ubm5nufJsnz69OmcnJypU6fC56qpqy+vXAhKFNqJEIaufu9rcw4f+7h756wnnl7ueT74ok/PrpWzJx77+Mx9gwds2PnWhh1vzBg3sqnZMtSUQx+ePHHqk3NNzYAIhABiLBb9YOOzGZqCCIqiQLAxxuLxuK7rEHiMMdd1NU2DwOOcO46j6zoEGyKapqmqKqUUAo9zbtu2YRiQIJ54pvbJ6l2RsAxfSEKgmhotGpGX2qMD9wUg3MZ8xJ5G6ndHDZQlCW40gohw+zpy5MjevXsrKiokSYI2VVVVd9xxhyRJ+/btGzt2rBCCECKEUFX1woULBw8erKioIIQAQEtLy4oVK2bMmJGamvrCCy888MAD6enpVVVVU6dO7dixIwCs+7/swQt8VuWdL/rf8zzvdSVrPYuQkBACBgjIzXAJCBpquBtRUbFKar20tnbPHj7jjHNmPsc9e3cfujvuaT27M+fsudS2o4goEPAumoCC8S6IXCyUi6gg91vCStYtz/O+638o+3R/+plpqRaDK/h+v88+279/f8MwtmzZcuedd+K37N+/v7W19e67704mkwC6u7sfe+yxa6+9tq2tbeTIkePHj29paTlx4kR9fX0URYyxfD5v23Z5eTnOqbm1rWnhIhgZ9AQiwdhffefWfiV223vb5k2/4vv/uOTosZNgDED/vn2+13Rd7fAhd3//J47ThW49efLYy8cMT6VSpba1fe/+ZS+uJyIA2Wxmz+qH+1oGEQzDQLwppYIgkFIi9pRSYRhaloXY01r7vi+lRLwRkeM4pmkKIRB7WmvP82zbRi/xw5+99C8r30inEvjqifJRvzI56qpR6XIrn49wsYuIKoqNH86elBQcXzRGRLh47dixY/PmzXfccQeArq6ut99+e/fu3d/+9rc9z3vyySdvueWW8vJyInrmmWeGnLVkyZLp06ePGTMGwPr1619//fW/+Iu/KCoqWrx48dy5c0tKSh577LH58+f369cPwDPPPFNRUTFy5MglS5bMmjVr9OjRAPbv3+953pAhQ5YsWVJbW3vFFVcA2Lhx47PPPnvvvfeuW7du1KhR48eP37Nnz7p1626//XbTNJVSTz31VF1d3fDhw3FOza1tTQsXwcigJ0RkmUVN10yTxUZf27r8skv/z7//1x0f7kulU6edruIiY9Gf3r5q7ZsbNm8HZ1WV5TfOuPLTI8cu6V++rOXV++6Y/+OHV3Z5PoBsNrNn9cN9LYMIhmEg3pRSQRBIKRF7SqkwDC3LQuxprX3fl1Ii3ojIcRzTNIUQiD2tted5tm2jl1j00Is/W/VmOpXARY0AEH4bRfmhNf2rpwwXVjbKR/gKiIj6ZNM/bpycEgJfNEZEuHjt3r378ccfr6ioIKIoiizLmjNnTmVlJYANGza88847tm07jlNRUXHdddcVFRXt2rVrzZo1pmkC4Jz7vn/bbbcVFRU98cQTs2fP7tOnz4oVK66//vqysjIAq1evLi0tnTJlyu7du9esWVNUVMQ57+zsnDZt2tixY/fv37969epUKpVIJDjnp0+fbmpqeu211y699NKxY8dGUfTaa6998MEHUsqOjo4hQ4Zcc801qVQK59Tc2ta0cBGMDHoIEXQO+Xz10EvumDfjh//8+E1zrhpdM+hv/+WJW+dOK7Wtny5/nhhLJRLfuunqLTv37jt87M9vvzGVTB46fvKflz2XiwhE2Wxmz+qH+1oGEQzDQLwppYIgkFIi9pRSYRhaloXY01r7vi+lRLwRkeM4pmkKIRB7WmvP82zbRi/xX/9l9S+eeiudSqDXol8DAUT4NQKBgRgAztkZnDPGwBkxBiAveBQRHzJsYPXkGp0SiAhfDRFRn2z6x42TU0Lgi8aICBevKIrCMMzlcgCEEIZhMMbwG47jHD16tLi4uLKykjGGszzPO3LkSDabraioAMA5Z4xprROJBGNMa51IJBhjAHK5HGNMCAEgCIIjR44AqKioMAwDZ3V3dx88eDCZTFZWVjLGOOf5fJ6fhbPa29tPnDhh23Z5eTk+g+bWtqaFi2Bk0MM4ZwkhlNK2VZxJp46eaDeLjbBbaZ0DYJvFI4cO2vDBriifl5ZZUWrvO3y8u1uBMRBls5k9qx/uaxlEMAwD8aaUCoJASonYU0qFYWhZFmJPa+37vpQS8UZEjuOYpimEQOxprT3Ps20bvcR/+acXHn7m7XQqgXggAIR/gwgEAoEAIgAMBAIDkBAik06kUzydZKkkEklKJHJC5LhQnKtiI2EaqeIiYWSRSeezaWUYpsdkJ6s6ke+TBwMRvjIiolIj89+vnpwSHF80RkQo6CWaW9uaFi6CkcEFQATGQAQCOAMRzmAMZxAhiiAEziACERgDYziDKJvN7Fn9cF/LIIJhGIg3pVQQBFJKxJ5SKgxDy7IQe1pr3/ellIg3InIcxzRNIQRiT2vteZ5t2+gl/tP/fO7R599NJxPoefRrIAAEAkAgMBAAdgbnjLMzwDg4AxgxEFgkOIqNlFWUNIyEkUU2TZlMLpnsTiZDLtxESmdSiXSKp1M8lUQiESUSOSFyXCjGu4GIKOIgQpKLfif08BPdA0912yrPOCJ8xUREFcXGD2dPSgqOLxojIhT0Es2tbU0LF8HIILaIstnMntUP97UMIhiGgXhTSgVBIKVE7CmlwjC0LAuxp7X2fV9KiXgjIsdxTNMUQiD2tNae59m2jV7ib/7n84uffyedTOBzIgCEf4MA0BkgAAQCQIxwBuOMZ9KJTEqkUzyVYskEJRL5RCLHhea8O51iVnGy2EgWZXk2Q5lslErqVCoQyYAJjyHinHEGxsA4GCMGYozACBQRQAQiAkDEABAAYgBxUCJhd+YrXRqxr6tMUyoXEWcRw1dRRFRpGj+YNSkpOL5ojIhQ0Es0t7Y1LVwEI4PYIspmM3tWP9zXMohgGAbiTSkVBIGUErGnlArD0LIsxJ7W2vd9KSXijYgcxzFNUwiB2NNae55n2zZ6ib/9ees/N7+WTiXwW4hAICKAQAAIBIAYAYxxzhjnjDMwBsbBGQFgLALIyCatopRpJIwsN7KUTkeptEomuxNJnws/lUQmLdIpnkqyZJISiXxC5LlQnHcTdEQAiAgEgAAwIgAMYDiLCJ9NxBkBCZEoPaVHHO+uatd9unPEGTEQvsIioipZvGhmXYJzfNEYEaGgl2hubWtauAhGBrFFlM1m9qx+uK9lEMEwDMSbUioIAiklYk8pFYahZVmIPa217/tSSsQbETmOY5qmEAKxp7X2PM+2bfQS//D4qw/8ojWdSoJAYAAYWDqVzKQT6ZRIJ1kySckkJRJ5ITQTKpnImUbCLEoVZUVRlqUzUSadS6ZUMhkw4RELOBjj4AyMgTEwRowRGAER/RoIBAIRAEYAiOHXGL4AEUOUSvbpzFV00chP3X5hPpUn4ixiKECeaHAf879Mn5DgHF80RkQo6CWWvbT+m/f8ZxgZxBYRsplPX15aKouIYBgG4k0pFQSBlBKxp5QKw9CyLMSe1tr3fSkl4o2IHMcxTVMIgdjTWnueZ9s2eonnX9v0+Ett0uLpVC6VUolkKBKeECqd4umUSKdYMknJBCUSeSE0F4rQHUV5AhGBABAIADH8GgMYziIi/BpDzyNEghFjgonS0/lLj4UD21WfMAfOiIFQ8Bu5iGorSv5yai1nDF80RkQo6CVe3bDlxw8tSxhZIkJcpVPJny/6CyMlAGYYBuJNKRUEgZQSsaeUCsPQsizEntba930pJeKNiBzHMU1TCIHY01p7nmfbNnqJDw+/sX77P6YSacbAGDFGQEQURQSAiEAACAQGAsAAhhiJGKJUUnblB3g0/JOuiu4olYuIs4ih4N/KRdHUS/rfc/lIhi8eIyIU9BKu5yUTIp3OIPZc1+WcG4aBeFNKBUEgpUTsKaXCMLQsC7GntfZ9X0qJeCMix3FM0xRCIPa01p7n2baNXmL/8fdat/5I8CTA0EsQIoEILCESfZ38pUfDqnZV6ucgWMRAKPg9dD66dsSgptoa9ABGRCjoJVzXTSQSmUwGsee6LufcMAzEm1IqCAIpJWJPKRWGoWVZiD2tte/7UkrEGxE5jmOaphACsae19jzPtm30Eofbt7du+VGecgwMvUDEEKWTsitX7mHUfq3DUsAAACAASURBVK/C06k8gbM8Q8EfoPLRN8YOvfbSS9ADGBGhoJdwXVcIkc1mEXuu63LODcNAvCmlgiCQUiL2lFJhGFqWhdjTWvu+L6VEvBGR4zimaQohEHtaa8/zbNtGL3Gy8+PWrT/2uzs4E4grQiRAjAvG+vi49FAwqEP3dTUTLGIgFHw23bn8n1w+6muD+6MHMCJCQS/huq4QIpvNIvZc1+WcG4aBeFNKBUEgpUTsKaXCMLQsC7GntfZ9X0qJeCMix3FM0xRCIPa01p7n2baNXsILT7Vu+dGprn2cJxBHxJBPJUwvqvQwfF/XAD+fykXgyDOGgs8lF0X31deOryxFD2BEhIJewnVdIUQ2m0Xsua7LOTcMA/GmlAqCQEqJ2FNKhWFoWRZiT2vt+76UEvFGRI7jmKYphEDsaa09z7NtG71EPtKtW/7u4KltgqcQG4SII+I8wbntYcRhv6pdl7kaghEDoeDzi4iKU8n7ptYOLbHQAxgRoaCXcF1XCJHNZhF7rutyzg3DQLwppYIgkFIi9pRSYRhaloXY01r7vi+lRLwRkeM4pmkKIRB7WmvP82zbxjlFUfTJJ5+cOnWKc15cXDx48OB0Oo3fY+/evaZplpeX43c5efLke++9N2XKlGPHjlVWVlqWhc9p/fZ/3HOoLSFSiAViyKeTxW6+IsDIfV6lq1O5iHHkGUPBHy0fUZUsuq++trQogx7AiAgFvYTrukKIbDaL2HNdl3NuGAbiTSkVBIGUErGnlArD0LIsxJ7W2vd9KSXijYgcxzFNUwiB2NNae55n2zbOyff9n/3sZ/369SspKTl69Ggymfz617+eyWTwuzQ3Nw8dOnTixIn4XU6cOLFp06aJEyc+99xzM2fOHDx4MD6nTXubN3/yJGcJfHkIEUfEuWDc7maXHvAHntZlXd2c84iBUHDedD4aU1FyX31tSnD0AEZEKOglXNcVQmSzWcSe67qcc8MwEG9KqSAIpJSIPaVUGIaWZSH2tNa+70spEW9E5DiOaZpCCMSe1trzPNu2cU6e5y1ZsmT+/PkVFRVhGP7sZz+7+uqrR4wYoZTavXt3R0dH3759R4wYIYQ4fPjwk08+WVFR0dDQUF5erpTauXNnZ2fngAEDSkpKoiiSUp48edKyrBUrVkyfPr26uhqf057Dr73+q4cAAhi+BATKZZLFPlX6NGyfN9DVKR0xjjxjKPii6Hx+anX//3D5KPQMRkQo6CVc1xVCZLNZxJ7rupxzwzAQb0qpIAiklIg9pVQYhpZlIfa01r7vSykRb0TkOI5pmkIIxJ7W2vM827ZxTp7nPfroo9dee+2AAQOOHDnS3Ny8YMGCioqKZ599NpfLVVZWHjhwoLi4+Nprr927d++TTz5ZUlJyzTXXVFRUPP3001EUVVZWtre3Hzp0aNSoUVOmTHn66advuOGGF154Ydq0adXV1ficjp3+8MX3f5CnHAPDhUIgjrzgCcbNkI04FAzqUGVONxc8YiAUfNHyRDeNGnzjqGr0DEZEKOglXNdNJBKZTAax57ou59wwDMSbUioIAiklYk8pFYahZVmIPa217/tSSsQbETmOY5qmEAKxp7X2PM+2bZyT7/sPPfSQ53mGYRQVFdXW1l555ZVvv/321q1bb7zxxkwm4/v+008/ffnll0+ZMmXVqlXV1dWTJk1au3ZtR0fHrbfeyhjr7u5+5JFH+vfvP23atObm5ptvvnn16tXTpk2rrq7G56Rywaq37/O7OxjjuBAIyKcTRUFUHrAR+9yqTp3JRwDynKGgJxDAGf7j5NETB5ShZzAiQkEv0dXVBcay2Sx6kuCcMYbz47ou59wwDMSbUioIAiklYk8pFYahZVmIPa217/tSSsQbETmOY5qmEAKxp7X2PM+2bZyT53lLly4dNGjQtm3b7rjjjqqqKgDLli07ePBg//79oyhijPm+P378+MmTJ69cuXLw4MGTJk1aunTphAkTRo8ejbPeeeed9vb2+vr6lStXzp8/f/Xq1dOmTauursbnt3brg58cf0/wBHoMgTjynAnGzVxixH53kJPr53RzziIGQkFPIkI6wR+YM7mvkUbPYESEgl5i3bub/9s/L01ns+ghRIzzv7lnQcPEWpwf13U554ZhIN6UUkEQSCkRe0qpMAwty0Lsaa1935dSIt6IyHEc0zSFEIg9rbXnebZt45w8z3vsscfmz5+/+6w77rgjk8k899xzyWTy6quvjqKIMXbgwAHbtvv06bNy5crq6urLL7+8ubl5wIABU6dOxVktLS25XO5rX/vaypUr58+fv3r16mnTplVXV+PzyOfzmzZt3nNkbVi8lSGBHkGgfCaZDanSQ80Bv/p0d0pHjCHPGQougDxRTYn1N9MnCMbQMxgRoaCXWN7y6m3/4fswMughROB82U/+8zfmTsP5cV2Xc24YBuJNKRUEgZQSsaeUCsPQsizEntba930pJeKNiBzHMU1TCIHY01p7nmfbNs7J87yHH3745ptvLi8vf+KJJyzLmjdv3qFDh5555pnGxsaqqqq9e/e+/vrrX//61/v3779s2bIhQ4ZMmTJl165dLS0tc+fOraqq2rdv3/Lly+vq6qZNm7Z8+fJbbrnlueeemzlz5uDBg/GZ7d2795VXXjGyxcPG2b86uSyiiIHhC0IghnyCJ8CK8mLEwWBQu+p3ultwRIwRCi4gnY+uuXTgbWOHoccwIkJBL9Hc2ta0cBGMDHoIEeN8+YP3L2hswPlxXZdzbhgG4k0pFQSBlBKxp5QKw9CyLMSe1tr3fSkl4o2IHMcxTVMIgdjTWnueZ9s2zqm7u7utrW3SpEklJSXt7e1tbW0NDQ19+/bduXPnG2+80d3dnUqlZs2aNXToUABvv/12v379ampqAGzfvv31118norKysoqKCsuyhg0b9s4770yePPn9998fPXp0WVkZPoNjx46tX7/+xIkT06dPHzNmjNt9bPV7D3SFxzgT+AIQkE8nst2o8DHsoH9Je5jNRQAizggFF5zORwuvGD1lYDl6DCMiFPQSza1tTQsXwcighxAxzpc/eP+CxgacH9d1OeeGYSDelFJBEEgpEXtKqTAMLctC7Gmtfd+XUiLeiMhxHNM0hRCIPa2153m2beM8+L5vGAZ+DyIKwzCbzeKP0t3d/eqrr+7cuXPs2LFXXnllJpMBkM+rli0/Oti+LcFT+GMRiCEvmGC8mBLD9nvVTr68PRAMEWeEgi9JRGRlUn9ZX1vdx0SPYUSEgl6iubWtaeEiGBn0ECLG+fIH71/Q2IDz47ou59wwDMSbUioIAiklYk8pFYahZVmIPa217/tSSsQbETmOY5qmEAKxp7X2PM+2bcQPEb3//vtvv/12ZWXlzJkz+/Tpg9+yce/yrZ88zVkCfwwC5dPJjEZ/j4YcCoeeDNK5iAERZ4SCL5WOopFl9n31Y7NJgR7DiAgXqVwuJ4RgjAEgonw+L4RgjOGzIaKurq5sNptMJjs7Ow3D4Jy7rltUVCSEwJehubWtaeEiGBmcg9aIIiQSEAL/WxRB58AYkgmAQWsQgXMQAYRkEozhDCLG+fIH71/Q2IDz47ou59wwDMSbUioIAiklYk8pFYahZVmIPa217/tSSsQbETmOY5qmEAKxp7X2PM+2bXypPM87deoUYwxnMcY6OzvfeustIcS0adOGDBmCf+fo6V0vvf/DPOUZGD4rAvIJLohlWXLEp/4lHaq8PUwwRJwRCuIhH9G1IwbdetlQ9CRGRLgYaa1XrVp1xRVXDB48GEB7e/sLL7xwww032LaNz0YptXz58unTpw8YMOCxxx67+uqr+/Tp88QTT9xwww1lZWX4MjS3tjUtXAQjg99v4qhhVRVlm3bsOXj4OATHGVFkmkVTx48OutWbm3fko6h+3KjiouzRkx3ZVLK8tGTrro/2HTwKzkDEOF/+4P0LGhtwflzX5ZwbhoF4U0oFQSClROwppcIwtCwLsae19n1fSol4IyLHcUzTFEIg9rTWnufZto0v1Z49e1pbW5PJJM4iokQiMWnSpHHjxjHG8LvkI/X0u//ptHeAMYE/jED5VCKd5/09Gno4GHwiyGpioIgzQkFsECAYu79hXE1fiZ7EiAgXI6XUI488MmPGjOHDhwM4efLksmXLbr/99pKSEgBhGHZ3d2cymXQ6jd9QSgVBkE6nM5lMFEW5XG7p0qUzZ87s16/fo48+OmfOnPLy8uXLl994441FRUVEVFxcjN+IosjzPCIyDCORSOCsKIo8z2OMFRUV4SwiAuD7fiaTSSQS3d3dYRimUqlsNovPoLm1rWnhIhgZ/E65fGPD5OmXj9358acjBlf9dMXq/YeOgnMjk/7z22/0gu5MOnW8/fThE+11I4eCsWGDKnd9cnD00EH/9Z8e23/oGAQHEeN8+YP3L2hswPlxXZdzbhgG4k0pFQSBlBKxp5QKw9CyLMSe1tr3fSkl4o2IHMcxTVMIgdjTWnueZ9s2PgOllNaaiJLJZDqdzuVyp0+fLioqEkJEUdTV1dXZ2Tl48GDOOS6Id/cs3brv2QRP4fciIC+4YMxgyZpPvcFOruJEkGCIOCMUxE9EVGkai2ZNTAmBnsSICBcjpdTixYtnz549ZMgQAI7jLF269LbbbuvTp8+77767ZcsWnDVlypQJEyYA2LFjR1tbGxEZhlFaWkpEc+bMWbFiRUNDw549e9auXVtTUzNnzpxXXnmlpKTEcRzP84YNGzZnzpxkMnn06NFXXnmls7MziqJ0Oj1jxoyhQ4eePHmypaWlo6MjnU5XVFR0dXU1NjZu3Ljx+PHjuVxu9uzZXV1db7zxRhRFAGpra+vr6znnOKfm1ramhYtgZPA7EY0eVn3sZMfJUx3/919/74XXNrz+7haA1U+qnX752L996PFMNnv/3QvM4uwr725xOt2pE8Z8cujop0eOb9iyA4kEziBinC9/8P4FjQ04P67rcs4Nw0C8KaWCIJBSIvaUUmEYWpaF2NNa+74vpUS8EZHjOKZpCiEQe1prz/Ns28Yf4nneI488AiCRSIwaNWrcuHEvvPDC6dOnOzs7+/btm06nP/zww4aGhjlz5uBCOXBy65qtDwIRwPBvESifSqTyrMLHkCPdNce8bI4YUcQZoSCuVD4/b0T1rbVD0cMYEeFipLX+6U9/ms1m+/XrB6Crq2v//v333nvv0aNH165de9NNN1VWVn766afPP//8tddem8lkVq5c2djYeOmll3Z0dKxYsUJrfc8996xYsWLGjBklJSVLly6dNWtWZWXl3//9348cOXLevHm5XG7p0qUzZ86sqqp64oknRowYccUVVzDGtm3bls/na2trly1bVlFRMWvWLCJqa2t75ZVX7rvvvpaWllwu961vfevYsWPPPvvs3LlzhwwZcvTo0Weeeaa+vr62thbn1Nza1rRwEYwMfh+tS8v6/vDP7pLFxsIH/rnjdCei6ObGBqu4aPGTLUiIe2+74ZTTWdWvNJNJf3LwSD6i5ta2nNLgHIyBiHG+/MH7FzQ24Py4rss5NwwD8aaUCoJASonYU0qFYWhZFmJPa+37vpQS8UZEjuOYpimEQOxprT3Ps20bf8i+ffvWrVv3zW9+M5FIcM43btx49OjRG2+88eWXX/Z9f9SoUVu3br3mmmuKi4txoXjd7S2b/+5U1z7BE/j/ESifEJyQEalLD/iXdOj+p8IUUZ4zQkG8ERFj7C/qL6ut6IsexogIFyOt9S9+8Yvq6uqqqioiOn369Hvvvfe9733v5Zdf3rt3b01NTS6XSyQSn3zyycSJE/P5fBAE1113Hc7avXv3m2+++Y1vfKO5uXnGjBlVVVWLFy+eO3dunz59fv7zn998881VVVUAnnnmmaqqKtM0N2zYcNddd+G3HDhw4IUXXvjOd76TTqcB+L7/6KOP3njjjevXr6+pqZkyZcratWs3btw4cuTIXC6XSCQOHjw4aNCgm266CefU3NrWtHARjAx+n1yeJxIDK0rvuWXutt0fr3qpDURfnzutKJtZ8vQaCHHv7Te8t33Ppi3bS8pKb5kz9ejJjoEVZTs/PvDy2+/niUDEOF/+4P0LGhtwflzX5ZwbhoF4U0oFQSClROwppcIwtCwLsae19n1fSol4IyLHcUzTFEIg9rTWnufZto0/5N133920adPs2bP79+9vWdb27ds3bdp05ZVXbty4cejQoR0dHSNGjBgyZAgurDd3Pbzj0xbBEwCI8qlECqKiKz/4uK454hm5iEeUF4xQ0BvoKBpWIv9yam1xOokexogIFyOl1OLFi2fOnFlTUwOgo6Nj2bJl3/zmN9euXSuEGDduXBRFnPNcLldWVvbee+8RUWNjI8765JNP2traFixY0NzcPGPGjAEDBixevPiaa64pKSl57LHHbrrppvLycgDPPvts//79DcPYsmXLnXfeid+yf//+1tbWu+++O5lMAuju7n7ssceuvfbatra2kSNHjh8/vqWl5cSJE/X19VEUMcby+bxt2+Xl5Tin5ta2poWLYGTw7xElU8lJY4a/v+PD7hPts66+auLoYT/612YoPfNrk8aPrPkfv1jO0qkf/OkdzWte37HjwwXzZiUSYvglVS++sXFew5Slq9ft/vhTMMY4X/7g/QsaG3B+XNflnBuGgXhTSgVBIKVE7CmlwjC0LAuxp7X2fV9KiXgjIsdxTNMUQiD2tNae59m2jT/k7bff/vDDD9Pp9PHjx+fOnVtdXf3OO+989NFHgwYNSqfTWutp06bhgjt6etdL7/+AIc+YIVJDDwRDTuuK40EalGeMGAp6k3wUzR895IZR1eh5jIhwMVJKPfLIIzNmzBg+fDiAkydPLlu27K677tq3b99777135513plIp13WfffbZ6dOna62fe+65pqam8vJypVRzc/Pp06e/+93vLl++fObMmQMGDHjkkUfmzp1bUlLy2GOPzZ8/v1+/fgCeeeaZioqKkSNHLlmyZNasWaNHjwawf/9+z/OGDBmyZMmS2traK664AsDGjRufffbZe++9d926daNGjRo/fvyePXvWrVt3++23m6aplHrqqafq6uqGDx+Oc2pubWtauAhGBv8eEWNYeNs8I53+YOdHV10+tuXNTQePnZg3bcqTL7+5sOn6HR99WpRNl0jrJ4tXjh81bOyIIS+sf/dPFly3dddHky4b/q9PrfnkwGEwxjhf/uD9CxobcH5c1+WcG4aBeFNKBUEgpUTsKaXCMLQsC7GntfZ9X0qJeCMix3FM0xRCIPa01p7n2baNPySKIsYYgHfeeWf79u133313IpGIoujkyZOvv/76mDFjdu3alU6np06dapomLpQoyj2/+R8PdeGEHnnYy+pIRJQXjFDQ2xCQTST+r5l15cVZ9DxGRLgYKaUef/zxq666qqamBsCpU6dWrVq1YMECy7JaWlo+/vhj0zQ7Ojpqa2unT5/OOX/rrbc2btzYp0+ffD7POU8mk1//+teffPLJhoaGysrKxx9/fPbs2X369FmxYsX1119fVlYGYPXq1aWlpVOmTNm9e/eaNWuKioo4552dndOmTRs7duz+/ftXr16dSqUSiQTn/PTp001NTa+99tqll146duzYKIpee+21Dz74QErZ0dExZMiQa665JpVK4ZyaW9uaFi6CkcHvRGQWZa++cmIf29zx4f63t+wYUFE6ufbSF9o2VvS1Z10xIQi71771fqfr3zTryo3b9+z/9PDI4UOuHDdy+959G365C2AgYpwvf/D+BY0NOD+u63LODcNAvCmlgiCQUiL2lFJhGFqWhdjTWvu+L6VEvBGR4zimaQohEHtaa8/zbNvGOeXzecYY5xzAoUOHnnrqqe9+97uGYWitX3rppcrKyp07d9bU1HR0dGit582bxznHhfLO/sMPbdwLRpwRQ0FvpaPoioHl/3HKaIYLgRERLlJaayEE5xwAEeVyuUQiwRgDcOLEifb29r59+5aWluI3Ojo6Tpw4UXJWFEVCiHw+L4RgjGmtE4kEY0xrnUgkGGMAcrkcY0wIASAIgiNHjgCoqKgwDANndXd3Hzx4MJlMVlZWMsY45/l8np+Fs9rb20+cOGHbdnl5OT6D5ta2poWLYGTw+0QR8nkwDiIkE4gI+TySCeTziAhnCM6E4Jzlc3kwhlweRGBAIoEziBjnyx+8f0FjA86P67qcc8MwEG9KqSAIpJSIPaVUGIaWZSH2tNa+70spEW9E5DiOaZpCCMSe1trzPNu2cU47duzYunXrggULEonE2rVrDx8+fMcddwgh3n33Xdd1x4wZs3r16u985ztHjhxZs2bN7bffnkwmcaGc8Lp/8sbWw11+gjMU9E4EMODPrhgzvrIUFwQjIhT0Es2tbU0LF8HI4DwRwPA7EDHOlz94/4LGBpwf13U554ZhIN6UUkEQSCkRe0qpMAwty0Lsaa1935dSIt6IyHEc0zSFEIg9rbXnebZt45yCIHj66afb29uz2WwQBDfddFNVVdWRI0fWr19//fXXFxUVvfjii4cOHYqiaPLkyRMnTsSFtWzrh617DiQER0HvlMtHw0rlX06tLUolcUEwIkJBL9Hc2ta0cBGMDHoIEeN8+YP3L2hswPlxXZdzbhgG4k0pFQSBlBKxp5QKw9CyLMSe1tr3fSkl4o2IHMcxTVMIgdjTWnueZ9s2/pAoig4ePJjL5QYMGJBOpwHs2rUrnU4PHjwYQD6fP3z4cDqd7tevHy64I53+37Zt9nSOo6BXiiK6Y/ywmTVVuFAYEaGgl2hubWtauAhGBj2EiHG+/MH7FzQ24Py4rss5NwwD8aaUCoJASonYU0qFYWhZFmJPa+37vpQS8UZEjuOYpimEQOxprT3Ps20bvdySzXte3nswJTgKepuIqLwo+/2ZdcWpJC4URkQo6CWaW9uaFi6CkUEPIWKcL3/w/gWNDTg/rutyzg3DQLwppYIgkFIi9pRSYRhaloXY01r7vi+lRLwRkeM4pmkKIRB7WmvP82zbRi+3v6PrJ29+0NmtOGMo6FVyEd02tqZx+EBcQIyIUNBLLHtp/Tfv+c8wMughROD8iX/4/m3XTsf5cV2Xc24YBuJNKRUEgZQSsaeUCsPQsizEntba930pJeKNiBzHMU1TCIHY01p7nmfbNnq5iOjR93e/+snhJOco6D1yUVQli/9qam2JkcEFxIgIBb1E28atP/n5CmFkAUJPIICzv7rr5qkTxuD8uK7LOTcMA/GmlAqCQEqJ2FNKhWFoWRZiT2vt+76UEvFGRI7jmKYphEDsaa09z7NtG73fgdPuf2/bEubzDAW9Ri6Kbhtb0zh8EC4sRkQo6CV8z0unUyKRROy5rss5NwwD8aaUCoJASonYU0qFYWhZFmJPa+37vpQS8UZEjuOYpimEQOxprT3Ps20bF4Ulm3e/svdQUnAU9Aa5iAbJovunjS9OJXFhMSJCQS/hum4iITKZLGLPdV3OuWEYiDelVBAEUkrEnlIqDEPLshB7Wmvf96WUiDcichzHNE0hBGJPa+15nm3buCgcc4P/8ca2424gOENBvBGBMXxv0sgpg8pxwTEiQkEv4bquECKbzSL2XNflnBuGgXhTSgVBIKVE7CmlwjC0LAuxp7X2fV9KiXgjIsdxTNMUQiD2tNae59m2jYtFy55PV2z7iHPGUBBrOh/VDSj70ymjUkLggmNEhIJewnVdIUQ2m0Xsua7LOTcMA/GmlAqCQEqJ2FNKhWFoWRZiT2vt+76UEvFGRI7jmKYphEDsaa09z7NtGxeL7lz+x69v3XvKSXCOgrgiICPEX181dkiJhS8DIyIU9BKu6wohstksYs91Xc65YRiIN6VUEARSSsSeUioMQ8uyEHtaa9/3pZSINyJyHMc0TSEEYk9r7Xmebdu4iGw+fOJf3v1VLoo4YyiIJZWPrhk+8JvjhuFLwogIBb2E67pCiGw2i9hzXZdzbhgG4k0pFQSBlBKxp5QKw9CyLMSe1tr3fSkl4o2IHMcxTVMIgdjTWnueZ9s2LiIR0SObdr/2yeGk4CiIn1wUDZTF99XXlhZl8CVhRISCXsJ1XSFENptF7Lmuyzk3DAPxppQKgkBKidhTSoVhaFkWYk9r7fu+lBLxRkSO45imKYRA7GmtPc+zbRsXl5Ne+OPXtx73AsEYCuKEAAYsnDK6bkAZvjyMiFDQS7iuK4TIZrOIPdd1OeeGYSDelFJBEEgpEXtKqTAMLctC7Gmtfd+XUiLeiMhxHNM0hRCIPa2153m2beOi897B4z/buDMfRYwxFMRGLopmD6u6Y9xwfKkYEaGgl3BdVwiRzWYRe67rcs4Nw0C8KaWCIJBSIvaUUmEYWpaF2NNa+74vpUS8EZHjOKZpCiEQe1prz/Ns28ZFJx9FT2zb+/Leg0nOURAPOh8NLjH/cmqtnUnjS8WICAW9hOu6iUQik8kg9lzX5ZwbhoF4U0oFQSClROwppcIwtCwLsae19n1fSol4IyLHcUzTFEIg9rTWnufZto2LUVe3evD1bftPdyU4R8GXLQJSnP/5lWNGl5fgy8aICAW9RFdXF4Fls1l8AYgxlhACPcN1Xc65YRiIN6VUEARSSsSeUioMQ8uyEHtaa9/3pZSINyJyHMc0TSEEYk9r7Xmebdu4SP3yaPtPN+zwdY4zhoIvVS6Kbhw1eP7owYgBRkQo6CVefmfT9/+fR9NGFuctr3TdZZc++H/ck04m0ANc1+WcG4aBeFNKBUEgpUTsKaXCMLQsC7GntfZ9X0qJeCMix3FM0xRCIPa01p7n2baNi9e6jw4u3fIhOwMFXxqdj668pOI7E0ekBEcMMCJCQS+xvOXV2/7k+zAyOH/dqn7qxJd/8aNsOoUe4Lou59wwDMSbUioIAiklYk8pFYahZVmIPa217/tSSsQbETmOY5qmEAKxp7X2PM+2bVy8IqKlW/a8svdQUnAUfBlyEQ3uU3xffa2dTSMeGBGhoJdobm1rhkA23QAAIABJREFUWrgIRgbnr1s11Ne1PPRANp1CD3Bdl3NuGAbiTSkVBIGUErGnlArD0LIsxJ7W2vd9KSXijYgcxzFNUwiB2NNae55n2zYuap7SD2341dYjp5KCo+DCykfUJ5u698rLhpRYiA1GRCjoJZpb25oWLoKRwfnrVg31dS0PPZBNp9ADXNflnBuGgXhTSgVBIKVE7CmlwjC0LAuxp7X2fV9KiXgjIsdxTNMUQiD2tNae59m2jYvdkS7/79/84LjrC85RcKFERJyxeyaNvGJQOeKEEREKfg8iYozh8yAixhh+SxRFSqlMJoPz1tza1rRwEYwMzl+3aqiva3nogWw6hR7gui7n3DAMxJtSKggCKSViTykVhqFlWYg9rbXv+1JKxBsROY5jmqYQArGntfY8z7ZtfAXsOXn6Xzbs6AiUYAwFPY+IOGO3XDa0cfhAxAwjIlyMdu7cuWHDBiFEMpksKSmZMGFCaWkpPo9cLrdu3bpx48aVl5fjs1FKrVu3rq6url+/fviN/fv3t7S03HzzzWVlZTg/za1tTQsXwcjgjCiCzuGMVBKM4X/TGlGERAJCIIqgc2AMjIEiMI5kAv9Lt2qor2t56IFsOoUe4Lou59wwDMSbUioIAiklYk8pFYahZVmIPa217/tSSsQbETmOY5qmEAKxp7X2PM+2bXw1bDty6qGNO3yVF5yhoCcRQETXj7jkxlGDBWeIGUZEuBi1traePHmyvr7edd19+/bt2rWrsbHxsssuw2emlHr00Udnz549ePBgfDZhGC5evPi6664bOHAgfiMIgiNHjlRVVaVSKZyf5ta2poWLYGQQRaUl9hVjRwbd6q0tO4KwG4zhrImjhlVVlG3asefgoWN9SuQVtSPdIOx0vT6WWZRNr9+wze/uxhndqqG+ruWhB7LpFHqA67qcc8MwEG9KqSAIpJSIPaVUGIaWZSH2tNa+70spEW9E5DiOaZpCCMSe1trzPNu28ZWx4cCxxe/vDnJ5wRgKegYBRDSzZsA3xw7jjCF+GBHhYrRmzRoAV199Nc764IMP1q9f/53vfMc0zSNHjrzxxhvt7e2lpaXTp0/v27cvgM7OzvXr1x85cqSiomLkyJG+748aNWr58uXTp0+vrq7ev3//G2+80dXVNXDgwKuuusqyrK1bt3qet3///kmTJh04cGDPnj2TJk0aPXr0E088MWrUqAMHDpw+fXrixIkTJkzwff9Xv/rVmDFj9uzZk0wmP/zww8OHD5eXl1911VV9+/Ztb29vaWnJ5XKzZs0aMGAAzqm5ta1p4SJk0mUl8r475+87fKysRHa6/k9XrM7l88hHjQ2Tp18+dufHn15aPeDhp1rn1E9kwMihl3S6XiadOt3l/d3Pl+sowhndqqG+ruWhB7LpFHqA67qcc8MwEG9KqSAIpJSIPaVUGIaWZSH2tNa+70spEW9E5DiOaZpCCMSe1trzPNu28VXy2ieHl2zeExFxxlDwRSMgl4++Vl1x54RLMwmBWGJEhIvRmjVriKixsRFnRVH08MMPX3HFFZWVlStXrqyrqxs2bNiOs2655ZZkMvnEE09UVVVNmjTpyJEja9asKSoquvvuu1esWDFr1izG2PPPP/+1r31twIABmzdvPnDgwK233trc3Hzq1KmmpqaTJ0/+8pe/nDp16qFDh8aOHbt48WIiamxsTCaTq1evnjdvnmVZq1at+sY3vvHMM88cOHDg+uuvHzBgwJYtWz788MPbb7+9ra2tuLi4rKwsn8+PHz8e59Tc2ta0cBHSqQmXDb+spnpJ82qztM8P/vSOHy9edez4KTA2elj1sZMdJ091/Pivvvfqe1un1I5c9uKrMyaP63C6iozMC20bTpxoR0LgjG7VUF/X8tAD2XQKPcB1Xc65YRiIN6VUEARSSsSeUioMQ8uyEHtaa9/3pZSINyJyHMc0TSEEYk9r7Xmebdv4inll78HmDz7SUcQZQ8EXhwgR6IqB/b5VNyKTEIgrRkS4GK1Zs4aIGhsb8RvLly8fOnTo6dOnd+7cWV9fn8/nOedvvPFGXV1dOp3++OOPb7vtNpz17rvvbt269c4772xubp4xY8amTZtOnjxZV1eXz+eJ6NVXX50zZ87OnTsrKytnzJjx0Ucftba2Xn/99YMGDVJK/fSnP62vr584cSKA1atXm6ZZW1u7atWqBQsWPPvsswMHDpwxYwbOevLJJ0tLS/P5/LFjx2688UbDMPCHNLe2NS1cBCOTTAgA2gvGjx1529zpP/jp464fgDFoXVrW94d/dpcsNv70h/80fsTQq+snHj55Sin9wZ5P3n5/OxggBM7oVg31dS0PPZBNp9ADXNflnBuGgXhTSgVBIKVE7CmlwjC0LAuxp7X2fV9KiXgjIsdxTNMUQiD2tNae59m2ja8YAt745MjSrR+qXF5whoIvAhHyFE0bXPmNsTXZZAIxxogIF6M1a9YQUWNjI87K5/MPP/zw1KlTf/nLX54+ffqSSy4hIgBCiGHDhu3cuTOdTs+cORNnffrpp6+++uott9yycuXKq6666vXXX4+iqLKykogYY4lEYsSIEa+99trIkSMnTJgAYNu2bW1tbePGjZs8efLSpUvnzJlzySWXAHj55ZcZY3V1datWrbr11lvXrl1bW1s7YsQInPXWW28dP3583rx5ra2tH3/88dy5c4cOHYpzam5ta1q4CEYGBORylZX9/uaeBcteeu3tTb9EQuCMXJ4nEgMrSu+5Ze623R+vevHVTDZdO2Jo3ehhpzu9ir59Wt/atPOj/eAc3aqhvq7loQey6RR6gOu6nHPDMBBvSqkgCKSUiD2lVBiGlmUh9rTWvu9LKRFvROQ4jmmaQgjEntba8zzbtvGVtOHA8ce27HGVFoyh4PxERJyxWUMH3Fo7NME54o0RES5Ga9asEULMmjULZ20465577nnnnXdOnz49f/58nPX222/X1NQcOnRo8+bNd911VyKRAPDqq6/u2rXrW9/61ooVK2bMmLF9+/ZkMjlnzhwARPTGG2/U1ta++OKLo0aNGj9+fBRFnPP29vYnnnjipptuWrNmzezZswcNGgTg5ZdfZozV1dWtWrWqqanp6aefLisru/baawFEUbR06dKamporr7ySMbZp06bt27ffeeednHP8fs2tbU0LF8HIIJfr00f+9d23tG38YO26t5DNgCiRSl5+2aXv7/iw+0T7rKuvmjR62N/9fIVpFX1r3uzTXV5FaZ93P9g1c/K4Bx9Z6YfdULqhvq7loQey6RR6gOu6nHPDMBBvSqkgCKSUiD2lVBiGlmUh9rTWvu9LKRFvROQ4jmmaQgjEntba8zzbtvFVtfXIqX99b2dnt0pwjoI/Vp6IAdePuGTeyOqk4Ig9RkS4GL300ku7d+8eP358GIYnTpw4derUddddV1NT09nZuWLFitLS0qqqqr1793Z3d996663JZHLVqlW5XG7kyJEdHR3btm0rKir69re//fjjj1999dXFxcXNzc2XXHJJaWnpzp07U6nUzTffvGLFijFjxtTV1e3cuXPv3r2GYXz88cc33XTTk08+ec0111xyySUAWltbGWOTJk1avnz57bff/vzzz+/fv3/ixIklJSV79uzJ5XK33HLLhg0bAJw8eTKTycybNw/n1Nza1rRwETLp0j7W//s3fyo4b36pLVDqzS2/arqm4ZcffjJhRI1ZlP1g50dXXT725Xc2v/7u1m/eOPvTI8c7/WBew+QdH31aM7DyHx57KlQaSjfU17U89EA2nUIPcF2Xc24YBuJNKRUEgZQSsaeUCsPQsizEntba930pJeKNiBzHMU1TCIHY01p7nmfbNr7Cdh3vWLJlz0HHSwqOgs8vH1E2KW4aPfjqYQPRSzAiwsXo2LFje/fuzeVyQoji4uIhQ4ZYloWzHMfZunXrqVOn+vbtO3HixKKiIgBhGG7evPnYsWOlpaU1NTVa6wEDBhw4cKCsrKyoqOjkyZNbt27t7OysrKwcN25cJpP59NNPLcuybdtxnC1btnR2dk6YMGHAgAH79u0rLy83DAPAsWPHGGO2bR88eLCqqurpp5+urq4GcPTo0bKysvHjxxuGceDAgW3btmWz2cmTJxcXF+OcmlvbmhYuQjZd2kd+bcKYCJTg3Au739y8/Wt1Yz4+cPTAkRNzvzapj23u+HD/O1u2V1b0qx8/6pl1b0VRNP3ycVXlpes2bD1w+Dg4Q7dqqK9reeiBbDqFHuC6LufcMAzEm1IqCAIpJWJPKRWGoWVZiD2tte/7UkrEGxE5jmOaphACsae19jzPtm18tR3t8pds3rP9eHuCccZQ8Nnloqivkblz/PDxlaXoPRgRoaDnRVH0+OOPjxs3rra2Fn+s5ta2poWLYGQQRVAa/wtjSCWRz4NzgCGfA+MgQkKcERFRFOGMXB5ncAYhcEa3aqiva3nogWw6hR7gui7n3DAMxJv6/9iDEzirqjtf9L+91hnq7Kq912YsZi1ABsEiUsQhJYIiIMVYEEwZiSaxTbpDOu/1p9/73Pfu0I97n95P3r3dr/vT3e82iYlGQKBECsWhKiBYKFMQRIzGIYrMVVBQsKm1h7PWOef/6MrHvt5PRzuGVN9V1v5+lYqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/z0OcFqrD57aM7PzwNgFkWEv8SAgrF0sRB3oobx43yKtCrWESERM8jog8//LB/N/y+GltaG1augl2Gq5dXM2prmlc/kstm0AOklIwx27ZhNqVUFEVCCBhPKRXHseu6MJ7WOgxDIQTMRkS+7zuOwzmH8bTWQRB4nocEUCzRz399Yus7xwNVSHOGxKcr0RW4ZWTlvV8a45Vl0dtYRIREL9HY0tqwchXsMly9vJpRW9O8+pFcNoMeIKVkjNm2DbMppaIoEkLAeEqpOI5d14XxtNZhGAohYDYi8n3fcRzOOYyntQ6CwPM8JD721tnOxjc/PH5JcmZZSPwWulTyyrILJ4yaNWY4Zwy9kEVESPQSjS2tDStXwS7D1curGbU1zasfyWUz6AFSSsaYbdswm1IqiiIhBIynlIrj2HVdGE9rHYahEAJmIyLf9x3H4ZzDeFrrIAg8z0PiEzqj/NZfHdt1rK1UIs4sJD5WIioRTRjoLa8ec90AgV7LIiIkeonGltaGlatgl+Hq5dWM2prm1Y/kshn0ACklY8y2bZhNKRVFkRACxlNKxXHsui6Mp7UOw1AIAbMRke/7juNwzmE8rXUQBJ7nIfHP7DtxdsvbH7XJMMWYhQQKJcql+V1jRiyceE1ZiqM3s4gIiV5i/Ys77/ujfwu7DFcvr26e/uWXH/+vuWwGPUBKyRizbRtmU0pFUSSEgPGUUnEcu64L42mtwzAUQsBsROT7vuM4nHMYT2sdBIHneUj8Nu1dYdPbHx0606GKpTRj6KtKsEB0bb+KpZNGVw/pj97PIiIkeoldrx356588lbJzBMJV0oVJE8b8++9+PZNOoQdIKRljtm3DbEqpKIqEEDCeUiqOY9d1YTytdRiGQgiYjYh833cch3MO42mtgyDwPA+JT0HA4TPnt75z7OjFLgYwy0JfQkCxRHYxf9f4a+ZPHpdLc3whWESERC8RhWEuVwaLwXhSSsaYbdswm1IqiiIhBIynlIrj2HVdGE9rHYahEAJmIyLf9x3H4ZzDeFrrIAg8z0PiM13Oq1c+avv5r09eihRnFrMsfNERoUClDOO1VUMHXzyTiuXd8xfgi8IiIiR6CSkl5zyXy8F4UkrGmG3bMJtSKooiIQSMp5SK49h1XRhPax2GoRACZiMi3/cdx+Gcw3ha6yAIPM9D4ndw5nLQ8t7Jg20dl2Od5szCFxMBxVIpxdjEwf3uGjP8xmEDg66uR3/602984xsDBgzAF4JFREj0ElJKznkul4PxpJSMMdu2YTalVBRFQggYTykVx7HrujCe1joMQyEEzEZEvu87jsM5h/G01kEQeJ6HxO/sgwv+y0fPHDh1Li4UuWUxy8IXBQGFUinF2HUD3LvGjpgyZEA2xdHt2WeftW179uzZ+EKwiAiJXkJKyTnP5XIwnpSSMWbbNsymlIqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/zkPicPuy8/NIHp460Xbic1ylmMctCb0ZAoVRKWWz8IDGzati0EYNTzMIntLW1bdq06aGHHsrlcuj9LCJCopeQUnLOc7kcjCelZIzZtg2zKaWiKBJCwHhKqTiOXdeF8bTWYRgKIWA2IvJ933EczjmMp7UOgsDzPCR+L78+77926twvTp3zY1UsUYozC71MoVQCUJZKVQ/pd+vIyusr++fSKfw269atGzdu3E033YTezyIiJHoJKSXnPJfLwXhSSsaYbdswm1IqiiIhBIynlIrj2HVdGE9rHYahEAJmIyLf9x3H4ZzDeFrrIAg8z0PiKlyK8gdOnXvtdMdHF7ryxSJn1j+C0YioSARguFs+ZeiA2lFDRohyy7Lw6Y4fP/7cc89997vfTafT6OUsIkKil5BScs5zuRyMJ6VkjNm2DbMppaIoEkLAeEqpOI5d14XxtNZhGAohYDYi8n3fcRzOOYyntQ6CwPM8JK5apAvvn7/0+pnzb7Z3+rHSxZJlWZxZFgxSIiqWiDOrPJ26boCYNmLw+EHeoPIy/A6I6LHHHrvppptuuOEG9HIWESHRS0gpOee5XA7Gk1IyxmzbhtmUUlEUCSFgPKVUHMeu68J4WuswDIUQMBsR+b7vOA7nHMbTWgdB4HkeEn84oSq8da7zSNuFo52Xz3SFxRJxZjFYsGDhfwICiKhIV6C/na3q50yq7D916MD+dpZZFj6PI0eOHDp06Fvf+pZlWejNLCJCopeQUnLOc7kcjCelZIzZtg2zKaWiKBJCwHhKqTiOXdeF8bTWYRgKIWA2IvJ933EczjmMp7UOgsDzPCR6QEcQHb8kf33ef+/8pbauUBdLulgCwCyLWVeghxBARCWiEiHFrDRj/XLZcQO98QPFyH4V14gKy7Lwe1FK/fjHP160aNGoUaPQm1lEhEQvIaVMpVJlZWUwnpSSMWbbNsymlIqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/zkOhJhVKpM8y/f+HS+x1+W1d4Mc5filRUKDBYzLoCFixY+A0LnwOhG4FABBBRiZBilleW9XKZAbns2AFi/CBvhCjPcI4/hF/84hcffPDBfffdh97MIiIkeonLXV1EyOVy+ENgzEpxjp4hpWSM2bYNsymloigSQsB4Sqk4jl3XhfG01mEYCiFgNiLyfd9xHM45jKe1DoLA8zwk/rVEunAxyl+M1XkZne4KTvnBWRkFqlAiKhGViIr0j0oEgPCPLPx3BFgWAAsMFrMsxsCtf5RN8QG57AhRMdwtH+Lk+uXK+uUybjaDP7Qoih599NHly5cPHToU/5JCocA5tywL/5Kurq5sNpvJZPAv6erqymazmUwGHzt//nw+nx8+fDh+myAIUqlUNpvFJ1hEhEQvsW3Pwf/jr36SzZXhqhV04abqCf/vv/luNp1GD5BSMsZs24bZlFJRFAkhYDylVBzHruvCeFrrMAyFEDAbEfm+7zgO5xzG01oHQeB5HhL/kxSJiiWKCwU/UhfjvB+pi3G+K6/jQlEVi4USlYhKJSKAM4szK81YhvM0Z2Up7pVlvVymfy7r5TLl6TRnVoox9Lxt27bFcbxo0SJ8pjAMm5qaZs+eXVlZic9ERI2NjTfeeOP48ePxmYho48aNU6ZMuf766/GxnTt3dnR0LF++nDGGf2br1q2jR4+ePHkyPsEiIiR6iY3NL9/7x38BuwxXL5+vvW3a9kd/mMtm0AOklIwx27ZhNqVUFEVCCBhPKRXHseu6MJ7WOgxDIQTMRkS+7zuOwzmH8bTWQRB4noeE2QiwYIoLFy6sW7fuwQcfrKiowKcLguCJJ55YvHjx0KFDGWNKqTiOc7lcOp3Gx6SURJTL5Z566qmpU6eOHz+eiBhjAIioVCpxzgFIKVOpVFlZWRzH69evn9KNMUZEURRxzonItm0AxWIxCALOeXl5ealUsizrmWeeGTNmTHV1NT7BIiIkeonGltaGlatgl+Hq5dWM2prm1Y/kshn0ACklY8y2bZhNKRVFkRACxlNKxXHsui6Mp7UOw1AIAbMRke/7juNwzmE8rXUQBJ7nIZH4PDZv3ux53qxZs/DpgiBYs2bNkiVLTp48efz4caXUxYsXM5lMXV3diBEjpJQvvPBCe3t7JpMZMGDAhQsX5syZE8dxe3v7rFmzAFy8ePGll16qq6s7fPjwa6+9Ztt2XV3dRx999Pzzzw8ePHjOnDnvvPNOPp9PpVIjR44slUozZsw4c+bMiy++GEVRNpsdOnRoGIbz5s17+eWXq6qqqqur8QkWESHRSzS2tDasXAW7DFcvr2bU1jSvfiSXzaAHSCkZY7Ztw2xKqSiKhBAwnlIqjmPXdWE8rXUYhkIImI2IfN93HIdzDuNprYMg8DwPicTn0d7e3tjY+J3vfCeXy+FTBEGwZs2a+vr6I0eO7N2796GHHhoxYsSOHTsuXLiwbNmyLVu2WJZVV1eXzWYPHDiwZcuWP/7jP+7o6Dh58uSyZcsAdHR0bN68ecmSJVu3bp03b55t2wBs216/fv2UKVMmTJjwt3/7t1/60pfq6ur27NnT0dExe/bstWvXTp48+Stf+YpS6sUXXzxy5Mif/dmf7dq1q6qqqrq6Gp9gERESvURjS2vDylWwy3D18mpGbU3z6kdy2Qx6gJSSMWbbNsymlIqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/zkEh8Tk8++eSYMWNuueUWfIogCNasWVNfX3/kyJEwDOvr6wEcPXr01VdfnTt3blNT03333SeEAEBEjz/++IwZMzo7O0+ePLl06VIAHR0dTU1NDQ0NBw4cOH78+Ny5c0eOHElETz755LRp00aPHv3jH/940aJFo0aN2rNnz8WLF6uqqg4cOPDNb37TsiwAly5dWr9+fUNDw6uvvlpVVVVdXY1PsIgIBiMipVShUCAiznlZWZllWfg8zp8/r5QaNmxYHMfFYrG8vBxXp1QqdXZ2ZjIZ13UBdHV1ZbPZTCaDntfY0tqwchXsMvx+iGBZ+I28mlFb07z6kVw2gx4gpWSM2bYNsymloigSQsB4Sqk4jl3XhfG01mEYCiFgNiLyfd9xHM45jKe1DoLA8zwkEp/Tu++++8orrzz44IOcc/w2QRCsWbNmyZIlb731FhHNmTMHwEcfffTKK6/cddddW7du/cY3vlFRUYFu69atu/XWWy9dunTs2LFly5YBOH/+/NNPP71ixYqKiorXXntt//79d99993XXXbd27dqampoxY8Y89thjS5YsGTp06J49ey5evDhq1KgjR4584xvfQLeurq4NGzZ89atfffXVV6uqqqqrq/EJFhHBYKdPn16/fr1t25ZlDRo0qK6urry8HJ/Hzp07Ozo6vva1r+3fv//s2bOLFy/GVYjj+LnnnmtraysUCrfccsvNN9+8adOmyd3Q8xpbWhtWroJdhiuKRRSKuCKdAmP4DSLoAojAOVIcxRIKBVzBLJQImTRjvEQlXJFXM2prmlc/kstm0AOklIwx27ZhNqVUFEVCCBhPKRXHseu6MJ7WOgxDIQTMRkS+7zuOwzmH8bTWQRB4nodE4nMioh/96Ed33HHH+PHj8dsEQfDEE0/U19e/9dZbAGbPng3go48+am1tvffeezdt2jRkyJDZs2cDePfdd9esWfPQQw9ZltXS0nL//ffbtv3GG28cPnz43nvvjaKoX79+27dvV0rNnz9/zZo106ZNGzNmzGOPPVZfXz9kyJA9e/acP39+5syZa9asmTlz5g033ABgx44du3fv/sEPfrBr167Ro0dXV1fjEywigsGOHj3a0tKyYsWKbDbLGEulUqVSiXOObqVSybIsIrIsKwzDdDqdSqUYY0EQEFFFRQWAOI5LpVI2m33llVfOnj27dOnSVCoFgDEGgIhKpRJjjLpFUWTbNmMsn8/HcZzJZHK5HD7h/fffb25u/v73v3/u3LnTp0/feOONGzdunDJlypgxYwqFQnl5OWMM3YrFYhAEnPPy8nJ0K5VKjLE4jvP5fFlZWTabRbd8Pq+UqqiosCwLn6mxpbVh5SrYZSiVvlw9YcmdX4nzau3zO46dbANjIHKd8q/X3VE1fMi2vYd27nt90riqe+bOiOJ82/nOYYMGpNP8L3+2OQgjWBbyakZtTfPqR3LZDHqAlJIxZts2zKaUiqJICAHjKaXiOHZdF8bTWodhKISA2YjI933HcTjnMJ7WOggCz/OQSHx+R44cOXjw4IMPPojfJgzD9evXL1iw4J133iGiO++8E8Dx48d37dq1YsWKCxcubN68GUBZWRkRSSnr6uquueaa559//vjx467rXrp0ad68eVVVVU1NTV1dXVEULVq0qKqqasOGDTfeeGNVVdW6desWLFhQWVm5f//+8+fPL1iw4L333mtubnYcx7IsznkYhvfee++ePXuuueaayZMn4xMsIoLBjh49+tJLL33nO99Bt0uXLm3fvn3evHkVFRVE1NLSUlVVdeHChffeew/AlClTPvzww0wmc/78eSnlddddN3fu3F/96leXLl0aMWJEY2NjV1fX3Xff7bruhQsXZs2aBaCzs3Pnzp0zZsx46aWXtNaWZS1atOjEiRO7d+8ulUoAqqura2trGWPodvbs2TVr1tTV1U2aNAkAEa1fv56ICoXC5cuXBwwYsHDhQtd1T5061dLSEsdxqVQaNWrU3Xffnc1mW1pa4ji+fPmylBLArbfeOnXq1HPnzm3ZsiWKosmTJ99xxx2cc3y6xpbWhpWrkM1MGDPq+/cu+m8bt147YujtNZMjihpTAAAgAElEQVT/0+r1YRSjWFo+b6bnVmzf9/oP7lvU9NKeGdOqf7730F233FgoFC3LOnq6vennrxBjuCKvZtTWNK9+JJfNoAdIKRljtm3DbEqpKIqEEDCeUiqOY9d1YTytdRiGQgiYjYh833cch3MO42mtgyDwPA+JxOentX700Ufvvvvu0aNH458hokKhkEqlSqUSAM45gFKpVCwW0+k0AK316dOnAQwdOjSdTgNgjBFRW1tbV1fX0KFDXdcFEIbhmTNn+ncDUCgUWDetdSqVsiyrWCwSUSqVAhAEQVtbWy6XGzJkCADGWLFYZN3wCRYRwWDHjx//yU9+MmTIEMbY4MGDa2pqWlpa7r33XiEEEW3YsGHixIknTpz44IMPvv/97xPRD3/4w0mTJi1atKhQKKxdu3b27NkdHR1tbW0LFy7ctWvXuXPnli5deujQoba2tmXLlgHo6Oh4+umnlyxZ8sQTT1RXV9fV1Z08efLZZ5+tq6sbPXp0e3v7li1bamtrq6ur8bE33njjxRdfvO22226//XYAjz76aBRFDzzwQEVFxVNPPTVixIipU6euXbt2ypQpt9xySxAEzz77bP/+/efNm/eTn/ykq6vrgQce6N+//4cffvjcc88tW7bsxIkTZ8+eXbBgQXt7+/Dhwznn+HSNLa0NK1ehLDP2mhEDPXf/a29W9Bf/8Xsr/uvPnm4/1wlm9XMrwigeNXTwD+5bsva5HbNu+dKvPjwxYfTIE2fOpdOpDS+8rHUBzMIVeTWjtqZ59SO5bAY9QErJGLNtG2ZTSkVRJISA8ZRScRy7rgvjaa3DMBRCwGxE5Pu+4ziccxhPax0Eged5SCR+L7t27Tp37tzy5cvRq1hEBIMdPXr0+eefX7p0aTqdzmQyWustW7Y0NDQIIYho48aNEyZMOH36dDqdnjt3rpTypz/96bJly0aMGAFgy5Ytw4cPJ6K2trYlS5bs3bv37Nmz9fX1+/bta2trW7p0KYCOjo6mpqaFCxdu2bJl4cKFo0aN2rZt24EDByZOnFgoFFKp1KlTp0aNGlVfX49POH78+MaNG2+66aaZM2c+8cQT119//U033QRg7969nZ2dVVVVBw8efOCBB9Ctvb19y5YtK1aseO655yZOnHjjjTei2/bt25VSNTU1Tz/99A033HDbbbdxzvGZGltaG1augl0GIhChWLxnwZ3XjRr+X376lC4WYVnQetCggX/xvfv6u86f/+WP04wtmnnrmfOdwwYPeOXQL8+dv3j2wkUwhivyakZtTfPqR3LZDHqAlJIxZts2zKaUiqJICAHjKaXiOHZdF8bTWodhKISA2YjI933HcTjnMJ7WOggCz/OQSPxeurq6fvSjH910000VFRXoRkS2bU+YMMGyLJjKIiIY7OjRo9u2bXvwwQfT6TSACxcubNq06d577xVCAFi/fv3kyZNPnTqVy+XuuOMOKeW6devq6+srKysBPPPMM0OHDgXQ1ta2ZMmSPXv2nD17dunSpfv37z99+vSyZcsAdHR0NDU1LVq06Nlnn128ePHQoUObm5s7Ojpqa2tLpZJlWcVi0fO8yspKdCuVSowxAEePHt28efO3vvWt7du3T5o0qbq6GsC+ffvOnz8/cuTIt99++7777kO38+fPb9q06etf/3pzc/Pkbuj28ssvX758efHixWfPnt22bVtFRcXChQtTqRQ+XWNLa8PKVbDLcIXWt99y4z1zb//hT5461XYOFmAxi1lUKILoOw0LMun0369tgirMvesr1wwbPNDzKuzc/jffeW7nPmIW8mpGbU3z6kdy2Qx6gJSSMWbbNsymlIqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/zkEj8vg4fPvzuu+9mMhl0K5VK/fr1u/POOxlj+L0QkWVZ6EkWEcFgR48e/fnPf/7tb387m80CyOfzP/vZz6ZPn3799ddfvnz5ySefXLhw4RtvvFFRUTFz5kwp5bp165YuXTp48GAAW7ZsGTZsGIAzZ87U19fv2bOnvb192bJlH3zwwUsvvXT//ffbtv1GtyVLlmzYsKG+vn7IkCHvv//+jh07VqxY4TiOUmrz5s01NTXjxo1Dt3379hUKhenTp585c2b9+vX333//jh07Jk2aVF1dDWDfvn3nzp2bPn36hg0bZs+ePW7cOAAvvPBCFEVLly59/PHHi8XiAw88kM1mz58/v379+jlz5gwdOrSiokJKuXbt2hUrVnieh0/X2NLasHIV7DIUCl/+0vUrFtz5l49tOvnRSdi5fq5TpNLSu2q37zt8+oPjSxbfde2wyr95/Onrxo6ac8vUs52XPKfi2Zf3/a8r6n/4WGNXVwBdmFFb07z6kVw2gx4gpWSM2bYNsymloigSQsB4Sqk4jl3XhfG01mEYCiFgNiLyfd9xHM45jKe1DoLA8zwkEj2AiI4dO9bR0UFE/fr1Gzt2rGVZx44d6+joIKJ+/fqNHTv26NGjx48fHzhwoG3b+Xy+ra3N87xp06ZZloUeYxERDHbs2LEdO3asWLEim82i2+HDh3fu3DlgwIBLly6NHz9+zpw5P//5zx3HmT59ehAEjY2NCxcuHDRoEIDnn39+yJAhANrb2xcsWLB///5z584tWrRIa/3CCy8cP37cdd1Lly7Nmzfv2muvffLJJ+fPnz9kyJBSqbRr164333xTCHHx4sXRo0fPmzcvk8mg2+nTp5999tl0On358uWamprp06c//fTTkyZNmjx5MoADBw6cPXt24cKF77zzzrZt24QQ+Xw+m80uXbrUcZz169f7vp/NZjnnFy9enDJlysyZMw8fPrx//34AI0eOrKurS6VS+HSNLa0NK1chm6kaNfTRVX8WxvHbHxy7LKOfNDV//+uL9xx+mzO2cOYtZzs6nQr7HxpfaDt7/qF76pp3H4yV+sF9S0ql0nvHTj3R9PMCAUrNqK1pXv1ILptBD5BSMsZs24bZlFJRFAkhYDylVBzHruvCeFrrMAyFEDAbEfm+7zgO5xzG01oHQeB5HhKJHtDV1fWzn/2ssrIyl8sNGTKkpqYmDMPHH3+8srIyl8sNGzbMtu09e/aMGjXq0KFD/bu9++6799xzz/jx49GTLCKCwUqlUrFYTKfT+IRLly61t7cLIYYOHQqgUChYlsU5J6JCoZBKpSzLAlAoFCzLAkBEqVSqWCwSUSqVAkBEbW1tXV1dQ4cOdV0XgNY6lUpZloVunZ2dHR0dnudVVlbif5TP50+dOlVeXj5kyBAAhUKBdQNQLBaJKJVKAQiCoK2tLZvNDhs2jHNeKpU2btx4ww03jBw5sqOjY8CAAf379wdQLBbb29u11iNHjuSc4zM1trQ2rFwFuyyd4nZZGSykOC+VSpdlUDmgX1cYdV0Ohg8d1F+4x063d/ldQ4YOGj544KG33wfRwP5eP9c5erq9WCjAspBXM2prmlc/kstm0AOklIwx27ZhNqVUFEVCCBhPKRXHseu6MJ7WOgxDIQTMRkS+7zuOwzmH8bTWQRB4nodEogccO3Zs586d3/72t/GxY8eO7dy589vf/ja6tbS0lJeXT58+vbm5uV+/ftlstqur6/bbb0cPs4gIiZ5XKpU2bdo0adKkyZMn4/fV2NLasHIV7DJcQYR/YlkoESzAslAqgQBmwbJAhFIJnOOKEgEEy4Jl4Yq8mlFb07z6kVw2gx4gpWSM2bYNsymloigSQsB4Sqk4jl3XhfG01mEYCiFgNiLyfd9xHM45jKe1DoLA8zwkEj3g0KFDLS0t119//ciRI6dOncoYO3ToUEtLy/XXXz9y5MiampoPPvhg27ZtI0eObGtrmzZt2okTJ+bOnWvbNnqYRURI/KsIwzDdDb+vxpbWhpWrYJfh6uXVjNqa5tWP5LIZ9AApJWPMtm2YTSkVRZEQAsZTSsVx7LoujKe1DsNQCAGzEZHv+47jcM5hPK11EASe5yGR6AHHjx8/depUJpM5ePDgyJEj6+rqTp48eerUqUwmc/DgwZEjR9bV1R3vVlVVdeTIkUmTJg0ePDiTyWSzWfQki4iQ6CUaW1obVq6CXYarl1czamuaVz+Sy2bQA6SUjDHbtmE2pVQURUIIGE8pFcex67owntY6DEMhBMxGRL7vO47DOYfxtNZBEHieh0SiJ7W3t2/cuPFb3/qWEALd2tvbN27c+MADD/Tr1w/AwYMHL1y4kE6n33///Ww2O2fOnOHDh6PHWESERC/R2NLasHIV7DJcvbyaUVvTvPqRXDaDHiClZIzZtg2zKaWiKBJCwHhKqTiOXdeF8bTWYRgKIWA2IvJ933EczjmMp7UOgsDzPCQSf2hdXV2+748YMQLAhQsX1q1bt2jRokwmM3z4cAAXLlxYu3btihUrBg4c2N7evmvXrhtuuGH//v3Lly9/++23T58+vXTpUsuy0DMsIkKil1j/4s77Hvp3sMtw9eL8zbff9PJj/yWXzaAHSCkZY7Ztw2xKqSiKhBAwnlIqjmPXdWE8rXUYhkIImI2IfN93HIdzDuNprYMg8DwPicQfWltb24YNGxYsWDBs2LDm5uZCoXD77bc/9dRT8+fPHzZsWHNzs1KqoaGhWCxu3bq1urpaCPHss8/W19e/8847nZ2dixcvtiwLPcMiIiR6iVcPvvnXP3s6m8vhqhV04YYJo//PB7+WTqfQA6SUjDHbtmE2pVQURUIIGE8pFcex67owntY6DEMhBMxGRL7vO47DOYfxtNZBEHieh0SiB7zxxhu7d+8GMHjw4Hnz5jmO88Ybb+zevRvA4MGD582b5zjOa6+91tnZOXfuXAB79+59/fXXhRB33333oEGD0GMsIkKil4iiMJfLARaMJ6VkjNm2DbMppaIoEkLAeEqpOI5d14XxtNZhGAohYDYi8n3fcRzOOYyntQ6CwPM8JBI9o1gsaq3LysrwsWKxqLUuKytDt7NnzzqOY9s2ummt0+k0ephFREj0ElJKznkul4PxpJSMMdu2YTalVBRFQggYTykVx7HrujCe1joMQyEEzEZEvu87jsM5h/G01kEQeJ6HRKIvsYgIiV5CSsk5z+VyMJ6UkjFm2zbMppSKokgIAeMppeI4dl0XxtNah2EohIDZiMj3fcdxOOcwntY6CALP85BI9CUWESHRS0gpOee5XA7Gk1IyxmzbhtmUUlEUCSFgPKVUHMeu68J4WuswDIUQMBsR+b7vOA7nHMbTWgdB4HkeEom+xCIiJHoJKSXnPJfLwXhSSsaYbdswm1IqiiIhBIynlIrj2HVdGE9rHYahEAJmIyLf9x3H4ZzDeFrrIAg8z0Mi0ZdYRIRELyGl5JzncjkYT0rJGLNtG2ZTSkVRJISA8ZRScRy7rgvjaa3DMBRCwGxE5Pu+4ziccxhPax0Eged5SCT6EouIkOglpJSc81wuB+NJKRljtm3DbEqpKIqEEDCeUiqOY9d1YTytdRiGQgiYjYh833cch3MO42mtgyDwPA+JRF9iERESvYSUknOey+VgPCklY8y2bZhNKRVFkRACxlNKxXHsui6Mp7UOw1AIAbMRke/7juNwzmE8rXUQBJ7nIZHoSywiQqKXkFJyznO5HIwnpWSM2bYNsymloigSQsB4Sqk4jl3XhfG01mEYCiFgNiLyfd9xHM45jKe1DoLA8zwkEn2JRURI9BJSynQqlS0rg/GklIwx27ZhNqVUFEVCCBhPKRXHseu6MJ7WOgxDIQTMRkS+7zuOwzmH8bTWQRB4nodEoi+xiAiJXuLy5a4SKJfL4SoR0qkUYxZ6jJSSMWbbNsymlIqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/zkEj0JRYRIdFLtOw+8Oc//FE2V4arU9T6b/7tyjtumoIeI6VkjNm2DbMppaIoEkLAeEqpOI5d14XxtNZhGAohYDYi8n3fcRzOOYyntQ6CwPM8JBJ9iUVESPQSG5tfvveP/wJ2Ga5SnN/86H9eetdt6DFSSsaYbdswm1IqiiIhBIynlIrj2HVdGE9rHYahEAJmIyLf9x3H4ZzDeFrrIAg8z0Mi0ZdYRIREL9HY0tqwchXsMlylON+0+uH6WbXoMVJKxpht2zCbUiqKIiEEjKeUiuPYdV0YT2sdhqEQAmYjIt/3HcfhnMN4WusgCDzPQyLRl1hEhEQv0djS2rByFewyXKU437T64fpZtegxUkrGmG3bMJtSKooiIQSMp5SK49h1XRhPax2GoRACZiMi3/cdx+Gcw3ha6yAIPM9DItGXWESERC/R2NLasHIV7DJcpTjftPrh+lm16DFSSsaYbdswm1IqiiIhBIynlIrj2HVdGE9rHYahEAJmIyLf9x3H4ZzDeFrrIAg8z0Mi0ZdYRIREL9HY0tqwchXsMhQKKBTBOdIp/JNSCbqAKzJpWBa0RonALFxRIqTTYBZ+I843rX64flYteoyUkjFm2zbMppSKokgIAeMppeI4dl0XxtNah2EohIDZiMj3fcdxOOcwntY6CALP85BI9CUWEeGLrrW1tbKycuLEiejlGltaG1auQllmwphrJo295ujJtsPvfADLwhWl0sD+3q1TJkZ5tfvw23GcnzZ5XOWAfm0dnakUHzqo/3tHT7579CSYhSvifNPqh+tn1aLHSCkZY7Ztw2xKqSiKhBAwnlIqjmPXdWE8rXUYhkIImI2IfN93HIdzDuNprYMg8DwPiURfYhERvtA6Ozv/6q/+atSoUX/0R3/EOcfH8vl8HMeZTCaXywEolUqWZcVxzBjLZrNEFAQBEZWXlzPG0C0IAsZYLpcjIgBEJKVkjFVUVOATpJSlUqm8vJxzXiqVGGMAlFJRFHHOKyoq8LF8Ph/HcSaTyeVy+B00Nrc2/Ml/qL39y4tm3vrWr4/dOHH01tZftO47DGYN6u/92f1Lj505O6i/6Lwk33z/6MwvV8dKTx57za8+PH7jxLH/afWT7354AozhijjftPrh+lm16DFSSsaYbdswm1IqiiIhBIynlIrj2HVdGE9rHYahEAJmIyLf9x3H4ZzDeFrrIAg8z0Mi0ZdYRIQvtG3btrW1tYVheOedd44fPx7djhw5snfv3lKpBGDKlCm1tbWHDh06fPgwY2zq1Kljx459/vnnL1y4QESu6y5YsGDAgAEHDx7cvXt3Op2eO3euZVkHDx5kjJ0/f15rPWzYsHnz5pWXl4dhuH379mPHjmUymUGDBuXz+WnTpo0fP/7w4cOvvfZaoVAoFovDhg276667hBBHjhzZu3dvqVQCUF1dXVtbyxjDZ9rY3Hrv91d9/avzPjx55hd7Dt1y27S5X6n5j/+wDqXS1BvG3zD22ican3cG9vv3D917uuPCxS75y/c/urt22nsfneoKo5d2H0SK4zfifNPqh+tn1aLHSCkZY7Ztw2xKqSiKhBAwnlIqjmPXdWE8rXUYhkIImI2IfN93HIdzDuNprYMg8DwPiURfYhERvri6urrWrFlTX19/8uTJo0ePfu1rX2OMnThxYuvWrXV1daNHj25vb9+yZcvMmTPb2tr27t37p3/6p0KIp556KpvN3n333ZzzHTt2tLe3L1++fPPmzVOnTh0+fLjW+uzZs2vXrl2+fHlNTU0URc8991wmk1myZElzc3NnZ+eSJUsqKiqOHDny5JNP3nfffZ7nPffcc/Pnz6+qqgqC4MCBA+PGjSOiZ555pq6ubvTo0e3t7Vu2bKmtra2ursZnamxpbVi5Kus5WhdKSj94z/xUiv9ow3PgPJ3mAHQQ3Thl4tfunvHTzS2L7ry1v1vx7kcns5nM+hdfDrtCpBgsC1fE+abVD9fPqkWPkVIyxmzbhtmUUlEUCSFgPKVUHMeu68J4WuswDIUQMBsR+b7vOA7nHMbTWgdB4HkeEom+xCIifHHt2rVr27ZttbW1QRAcPnz4e9/73ogRI7Zt23bgwIGJEycWCoVUKnXq1KnRo0eXl5dfuHBh+fLl586d27Rp0/333+84DgCl1GOPPTZ//vwzZ84cOnRozpw5Y8eOffPNNw8fPnz//fdblgWgs7Nz48aNixYteuGFFxYuXDhs2DB0W7du3eTJk48fP96/f//p06fjE7Zt23bgwIGJEycWCoVUKnXq1KlRo0bV19fjMzW2tDasXIVcFrowe8bN82+/6f/+hycvXPLBGAgoFIYNG/xvH/rahhd37TlwJJXNuG7FPXNvP3/RHz54wIn2juZXXouVgmUhzjetfrh+Vi16jJSSMWbbNsymlIqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/zkEj0JRYR4QsqCIInnnhi3LhxrutalvXhhx9mMpmlS5c2Nzd3dHTU1taWSiXLsorFYr9+/X75y18GQbBo0aK2trZnnnnmm9/8Zi6XA1AoFB5//PHZs2dfe+21b731Vmtr64wZMyzLeuuttxoaGtDN9/0nn3xy/vz5LS0tS5YsqaysRLennnrquuuu++CDD4YPH/6Vr3wFn9Dc3NzR0VFbW1sqlSzLKhaLnudVVlbiMzW2tDasXIU0n1o98RsL7vzLn20+feI0yrK4oljs10/8799e3nrgzW079iBXhkJp/qxbPad87Kjhuw6+efMN418+8OaBw28hnUacb1r9cP2sWvQYKSVjzLZtmE0pFUWREALGU0rFcey6LoyntQ7DUAgBsxGR7/uO43DOYTytdRAEnuchkehLLCLCF9Tu3buPHj16//33o9vly5fXrFmzfPnyrq6u7du3r1ixwnEcpdTmzZtvvvnmEydO+L6/ePFipdSGDRuqqqpuv/12AAcPHnz99de//vWvK6X69++/b9++9vb26667buPGjd/85jfHjh0LoLm5ubOz85577tm6datlWfX19ZZlHT9+/Mc//vHy5cs557t27VqxYoXneUR05MiRESNGXLp0afv27StWrHAcRym1efPmmpqacePG4TM1trQ2/Ml/uPUr0/7633z3xVcO/PL9j060dZRAt1RP2LJz71/+bw+lOG98sTXW+uUDR64ZVnn3bdPWP/fSQ8sXfHjyzLhrh299+RdH3n4f6RTifNPqh+tn1aLHSCkZY7Ztw2xKqSiKhBAwnlIqjmPXdWE8rXUYhkIImI2IfN93HIdzDuNprYMg8DwPiURfYhERvojy+fy6detuuummG264AR978cUXOedz5sxpbW198803hRAXL14cPXp0XV3dvn37pJR1dXUA2tvbn3nmGc45YyyO44ULF44cOXLLli0dHR35fP6uu+4iom3btgkhGGNxHHPOly5dOmDAgEuXLj3zzDNhGJaXlwO4ePHirFmzJk2atGPHjrfffrtfv35RFKXT6UWLFg0cOLC1tfXNN98UQly8eHH06NHz5s3LZDL4TI0trQ3f+78mVU+YOHpkoVhM8dRHp9v8rmBC1ciDb//65ikTAKQYC6P8K4feuuvWG9/96OR7vz5Wde3wGdOqj50+++rrbxVLRcBCnG9a/XD9rFr0GCklY8y2bZhNKRVFkRACxlNKxXHsui6Mp7UOw1AIAbMRke/7juNwzmE8rXUQBJ7nIZHoSywiwhcREWmtM5kMPqFUKhWLxXQ6DaCzs7Ojo8PzvMrKSgDFYpGIUqkUuimlzpw5UyqVhg0bVlZWBiCO4zNnzlRUVAwePPjIkSPvvPPO4sWL29vbLcsaMWJEKpVCt1KpdOrUqUKhMGzYsEwmA4AxBuDixYsdHR3l5eVDhgzhnKNbZ2dnR0eH53mVlZX4HTS2tDasXIVMCoUifoNzcIZSCYxBafyGZSGbSXFeKBRgWSgWUSJckeKwLFwR55tWP1w/qxY9RkrJGLNtG2ZTSkVRJISA8ZRScRy7rgvjaa3DMBRCwGxE5Pu+4ziccxhPax0Eged5SCT6EouIkPicfvnLX77zzjv33HMP/nU1trQ2rFwFuwy/CwIs/HZxvmn1w/WzatFjpJSMMdu2YTalVBRFQggYTykVx7HrujCe1joMQyEEzEZEvu87jsM5h/G01kEQeJ6HRKIvsYgIic9Jd7NtG/+6GltaG1augl2GqxTnm1Y/XD+rFj1GSskYs20bZlNKRVEkhIDxlFJxHLuuC+NprcMwFELAbETk+77jOJxzGE9rHQSB53lIJPoSi4iQ6CUaW1obVq6CXYarFOebVj9cP6sWPUZKyRizbRtmU0pFUSSEgPGUUnEcu64L42mtwzAUQsBsROT7vuM4nHMYT2sdBIHneUgk+hKLiJDoJRpbWhtWroJdhqsU55tWP1w/qxY9RkrJGLNtG2ZTSkVRJISA8ZRScRy7rgvjaa3DMBRCwGxE5Pu+4ziccxhPax0Eged5SCT6EouIkOgl1r+4876H/h3sMlylOL/psf/nq7Ono8dIKRljtm3DbEqpKIqEEDCeUiqOY9d1YTytdRiGQgiYjYh833cch3MO42mtgyDwPA+JRF9iERESvcSe19/6m7VbbDuHq6MLhT9/4Ks1149Fj5FSMsZs24bZlFJRFAkhYDylVBzHruvCeFrrMAyFEDAbEfm+7zgO5xzG01oHQeB5HhKJvsQiIiR6iSgKc7kcYMF4UkrGmG3bMJtSKooiIQSMp5SK49h1XRhPax2GoRACZiMi3/cdx+Gcw3ha6yAIPM9DItGXWESERC8hpeSc53I5GE9KyRizbRtmU0pFUSSEgPGUUnEcu64L42mtwzAUQsBsROT7vuM4nHMYT2sdBIHneUgk+hKLiJDoJaSUnPNcLgfjSSkZY7Ztw2xKqSiKhBAwnlIqjmPXdWE8rXUYhkIImI2IfN93HIdzDuNprYMg8DwPiURfYhEREr2ElJJznsvlYDwpJWPMtm2YTSkVRZEQAsZTSsVx7LoujKe1DsNQCAGzEZHv+47jcM5hPK11EASe5yGR6EssIkKil5BScs5zuRyMJ6VkjNm2DbMppaIoEkLAeEqpOI5d14XxtNZhGAohYL9mMcYAACAASURBVDYi8n3fcRzOOYyntQ6CwPM8JBJ9iUVESPQSUkrOeS6Xg/GklIwx27ZhNqVUFEVCCBhPKRXHseu6MJ7WOgxDIQTMRkS+7zuOwzmH8bTWQRB4nodEoi+xiAiJXkJKyTnP5XIwnpSSMWbbNsymlIqiSAgB4yml4jh2XRfG01qHYSiEgNmIyPd9x3E45zCe1joIAs/zkEj0JRYRIdFLSCk557lcDsaTUjLGbNuG2ZRSURQJIWA8pVQcx67rwnha6zAMhRAwGxH5vu84DuccxtNaB0HgeR4Sib7EIiIkegkpJec8l8vBeFJKxpht2zCbUiqKIiEEjKeUiuPYdV0YT2sdhqEQAmYjIt/3HcfhnMN4WusgCDzPQyLRl1hEhEQvIaVMp1LZsjIYT0rJGLNtG2ZTSkVRJISA8ZRScRy7rgvjaa3DMBRCwGxE5Pu+4ziccxhPax0Eged5SCT6EouIkOglLl++XCTYuRyuDoEyqRRjDD1GSskYs20bZlNKRVEkhIDxlFJxHLuuC+NprcMwFELAbETk+77jOJxzGE9rHQSB53lIJPoSi4iQ6CVeeOUX/8vD/1/WLsPVKSj93/7iB7NuuRE9RkrJGLNtG2ZTSkVRJISA8ZRScRy7rgvjaa3DMBRCwGxE5Pu+4ziccxhPax0Eged5SCT6EouIkOglNja/fO+f/AXsMlylOL/5x/956V23ocdIKRljtm3DbEqpKIqEEDCeUiqOY9d1YTytdRiGQgiYjYh833cch3MO42mtgyDwPA+JRF9iERESvURjS2vDylWwy3CV4nzT6ofrZ9Wix0gpGWO2bcNsSqkoioQQMJ5SKo5j13VhPK11GIZCCJiNiHzfdxyHcw7jaa2DIPA8D4lEX2IRERK9RGNLa8PKVbDLcJXifNPqh+tn1aLHSCkZY7Ztw2xKqSiKhBAwnlIqjmPXdWE8rXUYhkIImI2IfN93HIdzDuNprYMg8DwPiURfYhER/tCICIBlWTBYHMeZTIYxhk8gIgCWZeFjxWKxUChks1kisiwLvxsisiyLiPL5fFlZGf5AGltaG1augl2GqxTnm1Y/XD+rFj1GSskYs20bZlNKRVEkhIDxlFJxHLuuC+NprcMwFELAbETk+77jOJxzGE9rHQSB53lIJPoSq7W19eabby4rKwNw9OjRysrK8vJyAG+99ZZlWZMmTcLn96tf/aqzs/O2227Dvwrf90+cOFFZWTl48GD8j0ql0s6dO0+ePJlOp7PZ7KhRo770pS9ls1kp5fr162+//fYJEybgE3bt2jVkyJDx48fjY6+99tq77767ZMmS3bt3f/nLXx44cCD+JZ2dnfv27ZszZ057e/sLL7ywbNmyQYMG4Q+hsaW1YeUq2GUoFFAognOkU/gnpRJ0AVdk0rAsaI0SgVm4okRIp8Es/Eacb1r9cP2sWvQYKSVjzLZtmE0pFUWREALGU0rFcey6LoyntQ7DUAgBsxGR7/uO43DOYTytdRAEnuchkehLrL//+7+fN2/e6NGjgyD4u7/7uzvuuOPmm28ulUqPP/741KlTb/z/24P3oCjyPEHg38ysKqqyqMqs4iVvKUGkCxAFbKVAUJ6KraIoYqut9vTc9PTFRdzEXUzExW5c351/3B8bcRMb29tO7EyrDchDBEEUNFSwbR+NivJSoRG0eD+LpB6Zlb+q+l0HExsxF3uzdxdzYtrm57NhA/y/+/777ycnJw8cOABv3uzsbHV1tdFonJ+f37Fjx9q1a+HPIIT+8Ic/fPDBB+Hh4YuLi319fTzPl5eX63Q6q9UaFBTk7+8Pf6aurs5kMqWlpcE/45YFBgaeO3du9+7d4eHh8H8yMzPT0NBw8uRJjPH4+HhERIRKpYL/H2rbOg598SWoVevWRJtjo4dHJ588HwKCgJ/4fIFGdsv6BN4tfv+kXxDcaYlrQwIMk7MLCgUVGmQcGB59MTwKJAE/EdwNp0+V5FrgjXE4HCRJ0jQN0iaKIs/zDMOA5ImiKAiCXq8HyUMIuVwuhmFA2jDGHMfpdDqKokDyEEJOp5NlWZDJ3idEY2Ojv79/Xl5eT0/P+fPn4+Pjjx8/Pj8/X1tbW15ebjQaZ2dnb9++PTc3FxERYTKZMMbh4eHPnj3jOM7j8Xz00UdWq/W7776z2+2RkZFZWVkMwzx48GB4eDgyMvLZs2dBQUEFBQX+/v4A0N/f39nZKYri2rVrLRaLSqUaHBzEGMfHxwPA4uLiwMBAWlrawMDAnTt3IiIitm3bRtP069ev79y5Y7fbIyMjs7KyGIaBPzM0NHTlypVPP/20trY2ISEhIyMD/owoihUVFdu3b4+JiQEAjHFDQwPGeO/evb29vSaTyeVyXb9+3c/PLy8vb3Jysr6+3mAw5Ofnu91uu90+NTVlNpsBIDY2trKy0mw2v3792mazxcTEbN26labpwcFBjHF8fDwALC4uDg4Orlu3rrW19fHjxxaL5cMPPxwfH09KSlIoFA8ePOjr6yNJcuMyAOjr6wMA67LY2NicnByFQgH/qtrWjkOf/61la/runC19P77akGBq7vih4/4TIIkgI/vvj+17NTEdZGQWFh09g8M56cmCiBJjo5+9fL0hIfa/nq568dIKJAk/EdwNp0+V5FrgjXE4HCRJ0jQN0iaKIs/zDMOA5ImiKAiCXq8HyUMIuVwuhmFA2jDGHMfpdDqKokDyEEJOp5NlWZDJ3idET0/Pw4cPjx49euHChaCgoOHh4V27ds3Ozvb09Bw5csRms1VVVSUmJiYlJVmt1suXL69bt85isXz11Vc5OTkZGRkLCwutra2ZmZnh4eFdXV1Wq/Xw4cPd3d0NDQ35+fmJiYkPHjxACJWWlj5+/Pj+/fv5+fk6na69vd3Pz2/fvn03btzwer07d+4EAKvV2traun///sbGRovFYrPZTCYTQqilpSUrKys8PLyrq8tqtZaVlWm1WvhnXq+3trb2xx9/jI2N3bt3r1arhT8jimJFRUVOTs6aNWtg2eTkZH19/aFDh1paWrKysp48eRIWFqZWq2maDgoKqq2tDQsLy8zMPH/+PEmSZWVl4+Pj/f39Bw4c+N3vfqdSqQoLC1mWvXPnjiAIhw8fvnXrltfr3blzJwBYrdYrV64cPXr02bNn7e3tu3btYln28uXLhw8fvnv37sTERH5+PkKora0tMTExOzu7urp6cHCwuLg4LCzs6tWr8fHxWVlZ8K+qae0o/7dfHi7d8XJ04oe7jzdnphVmpP6XryvB59uYFJ8Uu/pcbYsu0PA3n5WPz87b7I7ewZEiS9rAyJjdxd/4/hEoKPgTwd1w+lRJrgXeGIfDQZIkTdMgbaIo8jzPMAxIniiKgiDo9XqQPISQy+ViGAakDWPMcZxOp6MoCiQPIeR0OlmWBZnsfUIsLCxUV1dbLJa7d+9+/PHHd+/eJQhCFEW9Xr9t27a2tja3271nzx5Y1tbWZrPZMjMza2trf/nLX+r1+tra2sXFxdTUVK/XizFub28vLi7mef7x48e/+tWvSJKcnp6+dOnSgQMHGhoaMjMz161bBwAul+vs2bN79ux5/vy5x+MpKioCgNHR0dbW1oMHDzY0NMTFxWVlZQFAbW3t4uJiamqq1+vFGLe3txcUFKSmpsI/4ziuurr62bNnxcXFhYWF8L8SRbGioiInJ2fNmjWwjOO4ysrK3bt337p1a+vWrX19fQihjz76SKlUAsCFCxdMJlNqaurXX3+dlpaWnp7e19fX3d29f//+06dPFxYWJiQkAABC6MyZMzk5OaOjowihoqIiABgdHb169erJkydtNtulS5c++eQTu93e0NCwffv269evHzp0yGg0AoDVam1paTl+/Hhzc7Ofn19JSQkAdHd39/X1HT58mCAI+Mtq2zoOffGlH6tDyOMT0acHixUK6vfVl4GilEoKAJCT37A+oawo+48X23Zv32LU+78YGfVTqc5fbXfZXaAggSDgJ4K74fSpklwLvDEOh4MkSZqmQdpEUeR5nmEYkDxRFAVB0Ov1IHkIIZfLxTAMSBvGmOM4nU5HURRIHkLI6XSyLAsy2fuE8Hq91dXVr1+/TkpK+uijj169elVfXw8ABw4ciI6OrqmpWbNmTXp6Oizr6el5+fLlxo0bW1tbT5w4oVKp/vjHP5IkGRYWhjEmCIKiKLPZbLVax8bGSktLAWBubq6xsbGwsLCtra20tNRoNMKyioqKjRs3Tk9Pu93uHTt2AMDo6Ghra+vx48cXFxdbWlr8/PyKi4svXrxIEERYWBjGmCAIiqISEhIiIiJgmSiK58+fDwoKSk1Nra+vN5vNRqMxICAgIiIClomiWFFRkZOTs2bNGlg2Pj7e2Nh46NChlpaWbdu2BQcHX716dWZmZs+ePWFhYXV1dTExMWlpad98843FYlm3bl1fX193d3dJSUlNTc2uXbuCg4NhWWNjY1hYmNPpdLvdO3bsAIDR0dGrV6+ePHlyfn6+qanp2LFjTqfz0qVLqampT58+PXbsGEVRAOB0OisqKvbv33/79u2IiIjNmzcDQH9/f1dX15EjRwiCgL+stq3j0BdfgsYPkCc/+8PirZv+29dV84sckCRgAI8nLCz4P31WVn319t3OboWfSq/3P1i4dc7GhQcHWKdmW797KIgiEAQI7obTp0pyLfDGOBwOkiRpmgZpE0WR53mGYUDyRFEUBEGv14PkIYRcLhfDMCBtGGOO43Q6HUVRIHkIIafTybIsyGTvEwJj3NHRUVdX99vf/jY6Otrr9X711VcOh+M3v/mNWq3u6OiYmJg4fPgwLGtsbBQEwWKxtLW1ffLJJ35+fk1NTRqNpqCgAAAwxnfu3NmwYUN/f//4+Pj+/fsBYG5urrGxsaSkpKWlJWUZANhstqqqqgMHDrxaVlZWBgAvXry4d+/esWPHFAoFAFRVVZlMpoWFBaVSWVBQAAAY4zt37iQnJ7MsC8usVmtDQ8Ovf/1rlUo1PDz8j//4jwaD4bPPPgsODoZloihWVlbm5eVFRUUBgNvtvnjxolarLS4u/vbbb3NyckwmEwDcuHFjaWlp3759dXV1MTExaWlpZ8+ezcjIiI+P7+vr6+7u3r9//z/8wz9s3bp106ZNAOB0Or/99tsdO3ZMT0+/evWqrKwMAF68eHHv3r0TJ05MT083NTUdO3bM6XQ2Njbm5+dfvXq1pKQkNDQUAAYHB2/dunXixInLly9HRkZ++OGHANDf39/V1fXxxx+TJAl/WW1bx6EvvgQltTE54eiu7X939uK4dRzUfvATr9dgYP7jyQMdnT3Xb94FjRo8vuLcLaxOGxsVfvtRz4dJ8e2dPZ1P+kCpBMHdcPpUSa4F3hiHw0GSJE3TIG2iKPI8zzAMSJ4oioIg6PV6kDyEkMvlYhgGpA1jzHGcTqejKAokDyHkdDpZlgWZ7H1CYIxHRkbu3btXVlamUCgAoLOzc2pqavfu3QDgcDhqamr8/f1NJtP8/HxnZ2dcXJzFYmlpafnFL37h5+c3MzNTX18fHR0dGBj4/PlzlUp18ODBBw8ejI+Pl5WVAcDs7GxdXd2xY8empqZaW1vNZrNOp3vy5InJZMrPz19YWKiqqoqNjTUajQ8fPty8efO6deuuX78eEhLS19eXnZ0dGBhYV1cXHR0dGBj4/PlzlUq1f/9+Pz8/WMZxXEVFRXR0dEBAwLNnzzQazfT09MaNG7OysiiKAgCE0Ndffx0YGBgaGup0OkdHR9Vq9cGDB/38/L755pvs7Gyr1apSqaxWa0RExLZt286fP79mzZpNmzb94Q9/yMzMTEhI6OnpefLkSVlZ2d///d+rVKqUlBSapru7u4ODg/fs2bOwsFBVVRUbG2s0Gh8+fLhp2cTERENDw6effupwOOrq6o4dO9bb2/vkyZMNGzZ4PJ6enp6srKz169dXV1dHR0dnZGQAQG9v76NHjz755BOSJOEvq23rOPT5327JSPsfv/03V7/r7B0csU7O+gBvTl7XeOve3/2HzxQUVXu1Q0CovbM7OiykKDPt/OUbnx3Y9XJ0Yu3q8Ob2H7r7B0GpAMHdcPpUSa4F3hiHw0GSJE3TIG2iKPI8zzAMSJ4oioIg6PV6kDyEkMvlYhgGpA1jzHGcTqejKAokDyHkdDpZlgWZ7H1CYIxFURQEQa/XwzL3Mr1eD8vsdvuTJ08WFhZWrVoVFRUFACzLTk1NrV69miRJAJibm3v69OnS0lJYWFhKSoparZ6fnxcEITw8HADcbvf4+HhkZKRSqRwbG+vp6UEImUwms9lMkiQATExMPH361O12m0ym5ORkr9fb19c3MjISExOTnJxMkuTc3NzTp0+XlpbCwsJSUlLUajX8mYmJia6uLgCIj4+Pi4ubXRYfH09RFABgjAcHB6enpwGAoqigoCCTyaRQKHw+n9VqDQoKmpqa6u/vNxgM6enparV6bGxMq9UaDIZXr14FBATodLqlpaXFxcXw8PCxsTGlUvnixYulpaXo6OikpCSFQgEAExMTT58+dbvdJpMpKSmJJElBECYmJqKjoz0ez/j4eFRUlEKhePHixeDgIEVRH3zwQUxMDACMjY3RNG00GgFgaWnJZrNFRUURBAF/WW1bx6Ff/2dz8roEU6TH61VQipHxSc7uXBcT+aj/xw/XrwMABUm6ePd3j/vytmx4MTI68OOrmNXh2WnJr8an73T1eX1eAAIEd8PpUyW5FnhjHA4HSZI0TYO0iaLI8zzDMCB5oigKgqDX60HyEEIul4thGJA2jDHHcTqdjqIokDyEkNPpZFkWZLL3CYExBtk7orat49AXX4JKAR4v/AlFAUWCzwckCSKCPyEI8FMpKMrj8QBBgNcLPgw/UVBAEPATwd1w+lRJrgXeGIfDQZIkTdMgbaIo8jzPMAxIniiKgiDo9XqQPISQy+ViGAakDWPMcZxOp6MoCiQPIeR0OlmWBZnsfUJgjEH2jqht6zj0xZdAq+H/BgYg4H9PcDecPlWSa4E3xuFwkCRJ0zRImyiKPM8zDAOSJ4qiIAh6vR4kDyHkcrkYhgFpwxhzHKfT6SiKAslDCDmdTpZlQSZ7nxAYY5C9I2rbOg598SXQavgrCe6G06dKci3wxjgcDpIkaZoGaRNFked5hmFA8kRRFARBr9eD5CGEXC4XwzAgbRhjjuN0Oh1FUSB5CCGn08myLMhk7xMCYwyyd0RtW8ehL74EWg1/JcHdcPpUSa4F3hiHw0GSJE3TIG2iKPI8zzAMSJ4oioIg6PV6kDyEkMvlYhgGpA1jzHGcTqejKAokDyHkdDpZlgWZ7H1CYIxB9o6obes49MWXQKvhryS4G06fKsm1wBvjcDhIkqRpGqRNFEWe5xmGAckTRVEQBL1eD5KHEHK5XAzDgLRhjDmO0+l0FEWB5CGEnE4ny7Igk71PCIwxyN4R1VdvHf7l3wCthr+S4L7wx/9emp8Fb4zD4SBJkqZpkDZRFHmeZxgGJE8URUEQ9Ho9SB5CyOVyMQwD0oYx5jhOp9NRFAWShxByOp0sy4JM9j4hMMYge0fcf9L/VXUzTWvgr4M83n/38d4NCWvgjXE4HCRJ0jQN0iaKIs/zDMOA5ImiKAiCXq8HyUMIuVwuhmFA2jDGHMfpdDqKokDyEEJOp5NlWZDJ3icExhhk7wied2k0GgACJM/hcJAkSdM0SJsoijzPMwwDkieKoiAIer0eJA8h5HK5GIYBacMYcxyn0+koigLJQwg5nU6WZUEme58QGGOQvSMcDgdFURqNBiTP4XCQJEnTNEibKIo8zzMMA5IniqIgCHq9HiQPIeRyuRiGAWnDGHMcp9PpKIoCyUMIOZ1OlmVBJnufEBhjkL0jHA4HRVEajQYkz+FwkCRJ0zRImyiKPM8zDAOSJ4qiIAh6vR4kDyHkcrkYhgFpwxhzHKfT6SiKAslDCDmdTpZlQSZ7nxAYY5C9IxwOB0VRGo0GJM/hcJAkSdM0SJsoijzPMwwDkieKoiAIer0eJA8h5HK5GIYBacMYcxyn0+koigLJQwg5nU6WZUEme58QGGOQvSMcDgdFURqNBiTP4XCQJEnTNEibKIo8zzMMA5IniqIgCHq9HiQPIeRyuRiGAWnDGHMcp9PpKIoCyUMIOZ1OlmVBJnufEBhjkL0jEEIEQSgUCpA8j8cDAAqFAqTNu0ylUoHkeb1en8+nVCpB8nw+n8fjUalUIG0YY4SQUqkkCAIkD2OMEFKpVCCTvU8IjDHIZDKZTCaTSQ+BMQaZTCaTyWQy6SEwxiCTyWQymUwmPQTGGGQymUwmk8mkh8AYg0wmk8lkMpn0EBhjkMlkMplMJpMeAmMMsneN3W5HCPn7+2OMPR7P9PQ0wzABAQHwliCERFHEGCsUCrVa7fV6bTYbTdNKpdLr9bpcroWFhejoaKVSCW8DxtjtdpMkqVQqCYKAZaIochzn7++v0WgAwOv12mw2mqaVSqXX63W5XAsLC9HR0UqlElaWIAgEQahUKoIgYJnH43G73RhjiqI0Gg3GeGFhQaVSqdVqr9crCMLs7GxUVJSfnx+sII/Hs7CwoFKpWJaFZQghjuM0Go1Wq4VlHMdhjLVarc/n83g8k5OTQUFBDMPAyvJ6vTabjSRJo9EIyzDGgiB4vV6CIDQaDUmSNpuNJEmapn0+nyiK09PToaGhWq0WVpYoijabzd/fX6vVwjKMsc1moyiKYRhYxnEcxlir1fp8Po/HMzk5GRQUxDAMyGQ/RwTGGGTvlKdPn37//fcIIVEUV61axXHc0tLSZ599FhISAm+DIAhVVVUOh0OpVJpMpqysrCtXrszMzNjtdr1e7+/vPzQ0tHHjxr179xIEAW8Dz/PNzc1jY2MnTpwwGo0A8Pr16ytXruBlubm5JpOpqalpZmbGbrfr9Xp/f/+hoaGNGzfu3buXIAhYQV6v9+rVqz09Pb/4xS9CQkIAAGNcU1MzNTWlVqtDQkIKCgo6OjqGh4d5ntdoNCzLvn79OjIy8ujRoxRFwUqZnp6+fPkyQojnebPZnJ+fPzc319jY6PF4vF5vRkZGamrq/fv3Hz16hBDy+XwhISEzMzMY488//9zf3x9WkM1ma2lpsdvtbrd79erVO3fu9PPz6+zsbG9vZxhGpVLl5+f/+OOP/f39brebJMmgoKCxsTGGYY4fP07TNKygsbGxS5cukSSJELJYLGlpaTzPX7p0aXZ2FgDi4+Nzc3MfLkMI+Xy+kJCQmZkZjPHnn3/u7+8PMtnPEYExBtm7AyF0/vz57du3BwcHnzlzJjc3d3h42GAwbNq0Cd6SycnJlpaW8vJytVoNAIODg11dXUeOHLl//77Vat20adPDhw8LCgpYloW3BGM8NzdXU1NTVlYWHBwsimJlZWVCQsKWLVsGBwdv3bqVkpIyPDx8+PDh+/fvW63WTZs2PXz4sKCggGVZWFkYY47jKisrd+/eHRUVBQB2u72mpmbPnj0BAQEYY6vV+t133x0/fvz58+f379/Pz89/8OCBxWIJCwuDleL1es+fPx8REbFt2zaO4yorKwsLCx8/fhwQEJCXlzc6Otrc3Lxjx4729vb9+/cDQHV1dVFRUV9fX0xMTGJiIqyshoYGiqL27NnD83xVVVVqauqGDRvq6+ujoqLS0tK8Xq/NZrt06dInn3wyPT197dq1oqKizs7OjRs3xsTEwArCGF+/fl2j0WzdunVoaOjy5cu/+tWvOjs7R0dHDx06JIpiZWVlUlLS8+fP9+3bBwDV1dVFRUV9fX0xMTGJiYkgk/1MERhjkL07PB7PxYsXg4KCWJbt7u5OT09/9epVYWGhUqmEt6Snp6e9vT0vL2/VqlUBAQFWq7W1tTUnJ6e3tzcgIABjHBwcnJiYCG/V0tJSZWVlaWlpcHDw9PR0U1PTkSNHaJrGGNfU1Oh0upmZGYvF0tvbGxAQgDEODg5OTEyEt0EQhDNnzhQXF0dFRQGA1Wqtq6vLy8sLCwsLDg6enp5uamrKzMwcGRkBAIZh/Pz80tPTYQWJotjV1ZWUlKTVagGguro6KCjo1atXpaWlLMsCwMWLF41G4/j4eGxsLMZ4eHjYbDZPT0/n5+eTJAkryOfzPX782GQyBQQEAEBzc7NOp9u6devvf//7uLi42NjY1atXO53O6urqtLS0hYUFjuMiIyNdLld2djasOI/Ho1AoXC5XV1dXX1/f0aNH6+vrMzIy4uLiAODBgwcvX770+XxxcXEY4+HhYbPZPD09nZ+fT5IkyGQ/UwTGGGTvlJmZmdu3b4uimJiYODw8vHnz5tDQUHh7enp6Hj9+TNP05ORkbm5uYmLiw4cPnz9/vmrVKoPBsLCwUFBQQJIkvFUcx1VVVZWWlgYHBw8PD3/33XdHjhxRKBQA0NzcbDQaaZru7e1dtWqVwWBYWFgoKCggSRLeBp7nz549W1xcHBUVBQBDQ0O3b9/W6/UTExMffvjh5s2be3t7u7q6DAZDRETE+Pj4jh07FAoFvCXj4+ONjY0ZGRlPnjw5fPiwRqMBgJs3b/p8PrPZ3NHRQZKk2WweHBzMy8tjGAbeHpvNVlFRsWvXrtDQ0EuXLlEUZbPZDAbD3r17X79+/cMPP2g0mrVr1w4NDRUWFtI0DW+Dx+Npamq6devWvn37tm7deu7cueLi4tDQUAB48eLF48ePMzMz7927RxCE2WweHBzMy8tjGAZksp8vAmMMMslwuVyPHj1aWloiSRL+BYyxQqHYtGmTwWDw+Xx3797FGGs0mpcvX8bHx6ekpBAEASsOYwzL+vv729vbT548qdVqfT7f0tLSjRs3zGbzy5cvvV6vxWIJDAyEt4TjuKqqqtLS0uDg4JcvX965c+fo0aMURQHA5cuXjUajxWLx+XxLS0s3btwwm80vX770er0WiyUwMBBWFs/zZ8+eLS4ujoqKAgC8jCCIkZGRpqam48ePGwwGn88nimJra2tcXNz4+LjD4diyZUtYbU5uLQAABs9JREFUWBisLI7jKioq0tLSVq9e3dLScuTIEbVaDQA3b95ECBUVFWGMfT7fzZs3WZYVRXFsbGz9+vUJCQmw4nier6qqioyMLCwsBACfz0eSJM/z33777YYNGzZt2uTz+bxe77Vr1yIiImw22+zsbFpamslkghUnCMLIyMj169eLioru3r27Y8eO0NBQAHjx4sXDhw+PHj2KMfb5fDdv3mRZVhTFsbGx9evXJyQkgEz2c0RgjEEmGW63e2BggOd5giDgX8AYUxS1du1avV4/MjLy9OnTkJCQ4eHhpKSkH374IS8vz2Qywcryer0EQZAkCQAcx509e7a8vDw4OBgAWltbDQbDq1evVq1a5fF4ZmdnS0tLlUolvA0cx1VVVZWWlgYHB09MTFy5cuXo0aNqtRoAqqqqPvjggw0bNgBAa2urwWB49erVqlWrPB7P7OxsaWmpUqmEFcTz/NmzZ4uLi6Oionw+H8aYoigAEAThn/7pn/bs2RMVFQUAHR0dBEHMz89rlw0NDZWWlvr7+8NKcTgc58+fDw8P37lz5+LiYl1dXXl5uV6vB4CLFy+uWrXKYrEAwLNnz4aHh7Va7dzcXGxs7KNHj3bu3BkeHg4rCCFUU1Pj5+e3b98+hULh8XgUCgUsa2pq8vPzKyoqAoDOzk6O47xeryAIoaGhPT09Bw4cYFkWVoTX63W5XDqdDpZdvHhRr9dPTU1lZGSsWbMGAH744YfXr18fPHgQAJ49ezY8PKzVaufm5mJjYx89erRz587w8HCQyX52CIwxyN41PM83NzdbLJaBgQGlUrl169aGhobIyMj09HRYWVar9ebNmwcPHtRqtQ8ePOjq6jpx4oRGo+nt7R0ZGcnOzr5w4UJ5eTlCqL6+vry8XKvVwtvAcVxlZeWBAweCg4PdbndlZWVqampKSorVam1ubi4vLw8ICOjt7R0ZGcnOzr5w4UJ5eTlCqL6+vry8XKvVwgrief7MmTO7du2Kioqanp5uaWkpKSkxGo29vb03b9789NNPdTrdy5cvnzx5UlBQUF9f/9FHHxkMhrNnz+7duzcwMBBWBM/ztbW1BoNhz549AIAxrqqqMplMGRkZs7OzNTU1+/fvDwsLW1hYaGtrKywsvH37tslkSklJqa6uTk5ONpvNsFJEUWxqavJ4PGVlZSRJAkBdXV1MTEx6errdbj9z5kxOTk5ycvLU1FR7e3tRUdG1a9dSU1Pj4uK++eabwsLC8PBwWBEul6uioiI7O3vdunWCIJw7dy4nJ2d8fHxxcXHfvn0IoXPnzm1ctrCw0NbWVlhYePv2bZPJlJKSUl1dnZycbDabQSb72SEwxiB7p2CMb968qVQqs7Ozx8bGrly5QhAESZIHDhxgGAZWFkKoubl5dHSUYZjFxcVdu3bFxcXNz8+3trYWFhYGBQXduHFjYGAAY2w2m3NycgiCgLdhaWmptrZ27969QUFBADA4ONjW1ubv7+9wODIzMzdu3Dg/P9/a2lpYWBgUFHTjxo2BgQGMsdlszsnJIQgCVhDP81VVVYWFhZGRkV6v98aNG319fUaj0Wazbd++PSUlxeFwXL58ecuWLatXr75///7jx48JgoiJiSksLKQoCt48j8fT1NR048aN+Ph4Pz8/n8+3bds2g8FQX19P07TL5Vq/fn1WVpbP52ttbQ0JCUlPTx8aGrp27RpFUVqtdt++fVqtFlYExvjatWtNTU2xsbFardbj8WRkZGi12itXrjAMY7fbY2Jidu7c6fP5Ll++bDabExISuru7v//+e5IkAwMD9+7dq1QqYaX09PTcvHnTaDTa7fbVq1fv2LGD5/kLFy6Iouj1ekNDQ3ft2kWSZGtra0hISHp6+tDQ0LVr1yiK0mq1+/bt02q1IJP97BAYY5C9U1wuV19fX3JyslqtBgC73T4zMxMaGkrTNLwNGOOJiQme58PCwmiaBoCRkRFRFOPj4wEAYzwxMQEA4eHh8PZgjD0ej0KhIAgCljkcjqmpqYCAAIPBAAAjIyOiKMbHxwMAxnhiYgIAwsPD4W1ACCkUCoIgYNnU1NTS0lJoaKhOpwOAiYmJubm55ORkWDY1NSWKYmRkJEEQsCIwxm63G2Ps8Xh8Ph9BEGq1WqVSuVyuyclJlmUDAgIAwG63DwwMpKSkKBQKALAti4iIUKlUsIIEQfD5fF6vFy9Tq9V+fn52u31ycpJhmJCQEACYnZ0dGxtLSUkhCAIAZmdnnU5nRESEQqGAlcVx3PT0NMMwISEhsMzj8YyPjyuVytDQUIIg7Hb7wMBASkqKQqEAANuyiIgIlUoFMtnPEYExBplMJpPJZDLp+Z/eJOvhydOJQAAAAABJRU5ErkJggg==" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.8087476491928101 }, { "class_name": "pie_chart", "confidence": 0.18238842487335205 }, { "class_name": "table", "confidence": 0.007128801662474871 }, { "class_name": "line_chart", "confidence": 0.0013792638201266527 }, { "class_name": "other", "confidence": 6.151776324259117e-05 }, { "class_name": "engineering_drawing", "confidence": 5.2719336963491514e-05 }, { "class_name": "calendar", "confidence": 4.612972043105401e-05 }, { "class_name": "scatter_plot", "confidence": 3.455338810454123e-05 }, { "class_name": "geographical_map", "confidence": 3.385521631571464e-05 }, { "class_name": "flow_chart", "confidence": 3.3586657082196325e-05 }, { "class_name": "screenshot_from_manual", "confidence": 2.6031395464087836e-05 }, { "class_name": "screenshot_from_computer", "confidence": 2.42678197537316e-05 }, { "class_name": "full_page_image", "confidence": 1.3070647582935635e-05 }, { "class_name": "box_plot", "confidence": 1.0446191481605638e-05 }, { "class_name": "page_thumbnail", "confidence": 5.143151611264329e-06 }, { "class_name": "icon", "confidence": 4.897446615359513e-06 }, { "class_name": "chemistry_structure", "confidence": 2.7279459118290106e-06 }, { "class_name": "topographical_map", "confidence": 2.023067509071552e-06 }, { "class_name": "logo", "confidence": 1.9766180230362806e-06 }, { "class_name": "qr_code", "confidence": 1.2260301218702807e-06 }, { "class_name": "signature", "confidence": 4.614964836946456e-07 }, { "class_name": "music", "confidence": 4.41052748101356e-07 }, { "class_name": "photograph", "confidence": 3.5804370668302e-07 }, { "class_name": "stamp", "confidence": 2.3121756953514705e-07 }, { "class_name": "bar_code", "confidence": 1.7648530103997473e-07 }, { "class_name": "crossword_puzzle", "confidence": 1.5601725067426742e-07 } ] } ] }, { "self_ref": "#/pictures/21", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A bar chart titled 'Owned CMBS by Vintage (9)' displaying the 'Carrying Value' in '$ millions' on the y-axis (ranging from 0 to 250) against 'Vintage' years on the x-axis (ranging from 11 to 26). The chart is divided into two categories: 'CMBS 2.0' (covering years 11, 12, 13) and 'CMBS 3.0' (covering years 14 through 26). There is a legend below the chart indicating the bars represent 'Carrying Value'.\n\n| Vintage | Carrying Value ($ millions) |\n| --- | --- |\n| 11 | ~20 |\n| 12 | 0 |\n| 13 | ~65 |\n| 14 | ~40 |\n| 15 | ~65 |\n| 16 | ~50 |\n| 17 | ~60 |\n| 18 | ~105 |\n| 19 | ~195 |\n| 20 | ~45 |\n| 21 | ~45 |\n| 22 | ~45 |\n| 23 | ~35 |\n| 24 | ~165 |\n| 25 | ~140 |\n| 26 | ~40 |" }, "classification": { "predictions": [ { "confidence": 0.9911662936210632, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.003146405564621091, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.00248038861900568, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.002353981602936983, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00033034777152352035, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.00017454085173085332, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.00010045583621831611, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 5.695122672477737e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 4.3377971451263875e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 3.2389445550506935e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 3.147719689877704e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 2.4080884031718597e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 2.1609177565551363e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.798929770302493e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 9.562458217260428e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 2.0231052531016758e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 1.9693036392709473e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.6101889741548803e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.0966867876049946e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.0249558499708655e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 5.961757665318146e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 5.420793058874551e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 4.45379953362135e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 3.603585412292887e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 3.468232137038285e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 6.323665502350195e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01kzvr7nkaf3n5xzdwh3w2xyrs", "quber__figure_model": "dpt-3-pro-latest", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] }, { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(9)", "kind": "footnote", "label": "Owned CMBS by Vintage (9)" } ], "quber__footnotes": [ { "marker": "", "text": "Carrying value represents estimated fair value" } ] }, "label": "picture", "prov": [ { "page_no": 35, "bbox": { "l": 20.86149787902832, "t": 519.9059829711914, "r": 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" 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure is a composite infographic displaying financial data for LNR Special Servicer. It consists of three sections: a header, a line chart, and a calculation summary.\n\nA line chart titled 'Named SS' (in $ billions) plots the 'UPB loans named SS' from Q2'17 to Q2'26 on the x-axis, with the 'Named SS Balance' on the y-axis ranging from 50 to 150. The data points show fluctuations over time, with a general upward trend peaking around Q4'24.\n\nThe bottom section illustrates a simple summation calculation where the SS Loan Balance ($8.8B) plus the REO Loan Balance ($2.1B) equals the Total Active SS Balance ($10.9B).\n\n| Quarter | Balance ($ Billions) |\n| --- | --- |\n| Q2'17 | ~70 |\n| Q4'17 | ~68 |\n| Q2'18 | ~72 |\n| Q4'18 | ~73 |\n| Q2'19 | ~84 |\n| Q4'19 | ~88 |\n| Q2'20 | ~94 |\n| Q4'20 | ~82 |\n| Q2'21 | ~80 |\n| Q4'21 | ~80 |\n| Q2'22 | ~95 |\n| Q4'22 | ~105 |\n| Q2'23 | ~108 |\n| Q4'23 | ~102 |\n| Q2'24 | ~99 |\n| Q4'24 | ~98 |\n| Q2'25 | ~109 |\n| Q4'25 | ~102 |\n| Q2'26 | ~97 |\n| Q4'26 | ~93 |" }, "classification": { "predictions": [ { "confidence": 0.9893777966499329, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.007100705988705158, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.001930837519466877, "created_by": 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"confidence": 7.793481017870363e-06, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 5.912874257774092e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 3.7500735743378755e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 3.2201128306041937e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.5745334824023303e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 2.519823055990855e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 2.0639504327846225e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.9815020095848013e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.636073534427851e-06, "created_by": "DocumentPictureClassifier", 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" 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"$ref": "#/body" }, "children": [ { "$ref": "#/texts/199" } ], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A bar chart illustrating Adjusted Debt-to-Equity Ratios. The chart compares two scenarios: a baseline 'On-Balance Sheet' leverage and a total leverage including 'Off-Balance Sheet' securitized financing.\n\nThe left bar represents 'Adjusted On Balance Sheet Leverage' with a value of 2.74x. The right bar is a stacked bar representing the total ratio of 3.41x, composed of a dark blue base labeled 'On-Balance Sheet' and a light blue top section with a dashed border labeled 'Off-Balance Sheet'.\n\n| Category | Value |\n| --- | --- |\n| Baseline (Left Bar) | 2.74x |\n| Total (Right Bar) | 3.41x |" }, "classification": { "predictions": [ { "confidence": 0.9995023012161255, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.00029885591357015073, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00011490121687529609, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.1488298443728127e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 1.5896679542493075e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 1.0685796041798312e-05, "created_by": "DocumentPictureClassifier", 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9995023012161255 }, { "class_name": "line_chart", "confidence": 0.00029885591357015073 }, { "class_name": "table", "confidence": 0.00011490121687529609 }, { "class_name": "engineering_drawing", "confidence": 2.1488298443728127e-05 }, { "class_name": "flow_chart", "confidence": 1.5896679542493075e-05 }, { "class_name": "calendar", "confidence": 1.0685796041798312e-05 }, { "class_name": "pie_chart", "confidence": 9.355429938295856e-06 }, { "class_name": "screenshot_from_computer", "confidence": 7.86125110607827e-06 }, { "class_name": "geographical_map", "confidence": 3.9430615288438275e-06 }, { "class_name": "screenshot_from_manual", "confidence": 3.827356522378977e-06 }, { "class_name": "other", "confidence": 3.6920107504556654e-06 }, { "class_name": "box_plot", "confidence": 3.6159112823952455e-06 }, { "class_name": "page_thumbnail", "confidence": 1.0607477634039242e-06 }, { "class_name": "icon", "confidence": 5.07507024849474e-07 }, { "class_name": "full_page_image", "confidence": 4.950504148837354e-07 }, { "class_name": "scatter_plot", "confidence": 4.464690164240892e-07 }, { "class_name": "logo", "confidence": 3.5053452052125067e-07 }, { "class_name": "bar_code", "confidence": 1.2738365740005975e-07 }, { "class_name": "chemistry_structure", "confidence": 1.1604963390254852e-07 }, { "class_name": "music", "confidence": 1.0051230958652013e-07 }, { "class_name": "topographical_map", "confidence": 7.956017356036682e-08 }, { "class_name": "photograph", "confidence": 7.892944609011465e-08 }, { "class_name": "stamp", "confidence": 4.1752656443350133e-08 }, { "class_name": "crossword_puzzle", "confidence": 3.6567939787346404e-08 }, { "class_name": "qr_code", "confidence": 2.753036731917291e-08 }, { "class_name": "signature", "confidence": 1.826573026164624e-08 } ] } ] }, { "self_ref": "#/pictures/25", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure displays two donut charts representing financial data, each totaling $25.1. The left chart is titled 'Total Debt Outstanding (including off-balance sheet)' and the right chart is titled 'Margin Call Provisions (including off-balance sheet)'.\n\n| Total Debt Outstanding (including off-balance sheet) | Value ($) | Margin Call Provisions (including off-balance sheet) | Value ($) |\n| --- | --- | --- | --- |\n| Secured Debt | 14.2 | No Margin Calls | 14.8 |\n| Unsecured Debt | 4.9 | Credit | 6.8 |\n| Off-B/S Debt (ABSs, CLOs & SASB) | 4.8 | Spread and Credit | 3.5 |\n| Woodstar Fund Debt | 1.2 | | |" }, "classification": { "predictions": [ { "confidence": 0.9998778104782104, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 5.250080721452832e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 2.6071433239849284e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 1.453610366297653e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 9.148102435574401e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 7.257069682964357e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 5.39190614290419e-06, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 3.149438271066174e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.0168232620344497e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 9.586566420693998e-07, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 4.493523135806754e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 4.4402315779734636e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 2.9194939088483807e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.7447197226138087e-07, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 2.4966445266727533e-07, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 1.3020947164932295e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.062997228018503e-07, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 9.66350057751697e-08, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 6.146854758526388e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 3.465968134719333e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.6549147829891808e-08, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 1.633464385975003e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 1.0867405642045469e-08, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 5.906883426831655e-09, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 7.897046905291916e-10, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 3.5805933218391317e-10, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01kzvr7wwv3ccyjjqp93x3wppc", "quber__figure_model": "dpt-3-pro-latest", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] }, { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(11)", "kind": "footnote", "label": "Woodstar Fund Debt" }, { "marker": "*", "kind": "footnote", "label": "Unsecured Debt $4.9" } ], "quber__footnotes": [ { "marker": "*", "text": "$4.5B proforma for the (i) $500M issuance of senior unsecured notes due 2029; (ii) $500M repayment of senior unsecured notes due January 2027 and (iii) $400M repayment of senior unsecured notes due July 2026, which all occurred in July 2026" } ] }, "label": "picture", "prov": [ { "page_no": 38, "bbox": { "l": 22.673959732055664, "t": 353.1639404296875, "r": 417.0657958984375, "b": 105.66033935546875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 394.0, "height": 247.0 }, "uri": 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" 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"footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 565.0, "height": 354.0 }, "uri": 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" 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"confidence": 2.1433006622828543e-05 }, { "class_name": "screenshot_from_computer", "confidence": 1.7932814444066025e-05 }, { "class_name": "icon", "confidence": 1.4120034393272363e-05 }, { "class_name": "bar_code", "confidence": 6.900739208504092e-06 }, { "class_name": "box_plot", "confidence": 3.8036810110497754e-06 }, { "class_name": "crossword_puzzle", "confidence": 2.9432314931909787e-06 }, { "class_name": "qr_code", "confidence": 2.6632235403667437e-06 }, { "class_name": "stamp", "confidence": 2.1332748474378604e-06 }, { "class_name": "signature", "confidence": 1.9134754438709933e-06 }, { "class_name": "music", "confidence": 1.0691330771805951e-06 }, { "class_name": "scatter_plot", "confidence": 8.597019132139394e-07 }, { "class_name": "chemistry_structure", "confidence": 8.009299676814408e-07 }, { "class_name": "photograph", "confidence": 6.029999326528923e-07 }, { "class_name": "topographical_map", "confidence": 4.087108038675069e-07 } ] } ] }, { "self_ref": "#/pictures/27", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a waterfall chart titled 'Financial Capacity' (in $ millions). The chart illustrates the components that make up the 'Total available capital' of $1,381 million. The chart begins with 'Cash & equivalents' at $228 million, followed by positive contributions from 'Approved and undrawn credit capacity' ($970 million), and '90-day expected loan repayments, sales and securitizations' ($552 million). It also shows negative impacts from '90-day expected future fundings' ($(144) million) and 'Working capital' ($(225) million). There is a 'Current liquidity' bar at $1,198 million. An inset box at the top right calculates 'Total Potential Liquidity' as $11,374 million, derived from $1,381 million 'Total Available Capital' plus $9,993 million 'Available On-BS Financing (13)'.\n\nThe inset table at the top right shows: Total Available Capital: $1,381; + Available On-BS Financing (13): $9,993; Total Potential Liquidity: $11,374.\n\n| Category | Value ($ millions) |\n| --- | --- |\n| Cash & equivalents | 228 |\n| Approved and undrawn credit capacity | 970 |\n| Current liquidity | 1,198 |\n| 90-day expected loan repayments, sales and securitizations | 552 |\n| 90-day expected future fundings | (144) |\n| Working capital | (225) |\n| Total available capital | 1,381 |" }, "classification": { "predictions": [ { "confidence": 0.9897711277008057, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.006518968380987644, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0016570742009207606, "created_by": 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"confidence": 3.9742626540828496e-05, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 2.508645411580801e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.3623057384393178e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 9.897119525703602e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 9.724166375235654e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 9.066564416571055e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 8.158916898537427e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 6.259597284952179e-06, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 5.073156444268534e-06, "created_by": "DocumentPictureClassifier", "class_name": 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" 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" 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" 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A stacked bar chart titled 'Dollar (Carrying values in billions)' displaying financial data over six time periods from Q2'24 to Q2'26. The bars are composed of four segments in descending order of value: dark blue (largest), medium blue, light blue, and a thin gray segment at the top. The chart shows a general upward trend in total carrying values across the observed quarters.\n\n| Quarter | Segment 1 (Dark Blue) | Segment 2 (Medium Blue) | Segment 3 (Light Blue) | Segment 4 (Gray) | Total Approx. Value |\n| --- | --- | --- | --- | --- | --- |\n| Q2'24 | ~13.8 | ~0.5 | ~0.2 | ~0.2 | ~14.7 |\n| Q2'25 | ~14.8 | ~0.3 | ~0.2 | ~0.2 | ~15.5 |\n| Q3'25 | ~15.3 | ~0.2 | ~0.1 | ~0.1 | ~15.7 |\n| Q4'25 | ~16.1 | ~0.2 | ~0.1 | ~0.1 | ~16.5 |\n| Q1'26 | ~16.3 | ~0.2 | ~0.1 | ~0.1 | ~16.7 |\n| Q2'26 | ~16.8 | ~0.2 | ~0.1 | ~0.1 | ~17.2 |" }, "classification": { "predictions": [ { "confidence": 0.9163752198219299, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.06653334945440292, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.01145938877016306, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0017888984875753522, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.0010241687996312976, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.000605277600698173, "created_by": 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The loan has structural features that enhance the credit profile.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 35.90999984741211, "t": 409.298583984375, "r": 41.5099983215332, "b": 397.037841796875, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 5, "end_row_offset_idx": 6, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "2", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 409.298583984375, "r": 725.6295776367188, "b": 385.4378662109375, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 5, "end_row_offset_idx": 6, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Sponsor capability and financial condition \u2013 Strong sponsorship with experienced management team and a responsibly leveraged portfolio.", "column_header": false, "row_header": 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"text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 362.8985900878906, "r": 555.0497436523438, "b": 348.9337463378906, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 7, "end_row_offset_idx": 8, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Quality and stability of collateral cash flows \u2013 Occupancy is stabilized with a diverse tenant mix.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 8, "end_row_offset_idx": 9, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 351.298583984375, "r": 594.5098266601562, "b": 337.333740234375, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 8, "end_row_offset_idx": 9, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Loan structure \u2013 LTV does not exceed 70% and unique property risks are mitigated by structural features.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 35.90999984741211, "t": 325.7785949707031, "r": 41.5099983215332, "b": 313.5178527832032, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 9, "end_row_offset_idx": 10, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "3", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.06999969482422, "t": 325.76858520507807, "r": 764.5997314453125, "b": 301.9078369140625, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 9, "end_row_offset_idx": 10, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Sponsor capability and financial condition \u2013 Sponsor has historically met its credit obligations, routinely pays off loans at maturity, and has a capable management team.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 10, "end_row_offset_idx": 11, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.06999969482422, "t": 302.56860351562506, "r": 700.319580078125, "b": 288.603759765625, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 10, "end_row_offset_idx": 11, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Loan collateral and performance relative to underwriting \u2013 Property performance is consistent with underwritten expectations.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 11, "end_row_offset_idx": 12, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.06999969482422, "t": 290.9685974121094, "r": 658.8595581054688, "b": 277.0037536621094, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 11, "end_row_offset_idx": 12, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Quality and stability of collateral cash flows \u2013 Occupancy is stabilized, near stabilized, or is on track with underwriting.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 12, "end_row_offset_idx": 13, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { 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"start_row_offset_idx": 13, "end_row_offset_idx": 14, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Sponsor capability and financial condition \u2013 Sponsor credit history includes missed payments, past due payment, and maturity extensions. Management team is capable but thin.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 14, "end_row_offset_idx": 15, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 227.53860473632815, "r": 766.489501953125, "b": 192.07785034179685, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 14, "end_row_offset_idx": 15, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Loan collateral and performance relative to underwriting \u2013 Property performance lags behind underwritten expectations. Performance criteria and loan covenants have required occasional waivers. A sale of the property may be necessary in order for the borrower to pay off the loan at maturity.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 15, "end_row_offset_idx": 16, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 192.73858642578128, "r": 684.4496459960938, "b": 178.77374267578122, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 15, "end_row_offset_idx": 16, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Quality and stability of collateral cash flows \u2013 Occupancy is not stabilized and the property has a large amount of rollover.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 16, "end_row_offset_idx": 17, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 181.13858032226565, "r": 255.6000518798828, "b": 167.1737365722656, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 16, "end_row_offset_idx": 17, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Loan structure \u2013 LTV is 80% to 90%.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 35.90999984741211, "t": 151.45858764648435, "r": 41.5099983215332, "b": 139.19784545898435, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 17, "end_row_offset_idx": 18, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "5", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 151.45858764648435, "r": 696.7197265625, "b": 137.49374389648438, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 17, "end_row_offset_idx": 18, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Sponsor capability and financial condition \u2013 Credit history includes defaults, deeds-in-lieu, foreclosures and / or bankruptcies.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 18, "end_row_offset_idx": 19, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 139.85858154296872, "r": 761.3695068359375, "b": 104.39785766601561, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 18, "end_row_offset_idx": 19, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Loan collateral and performance relative to underwriting \u2013 Property performance is significantly worse than underwritten expectations. The loan is not in compliance with loan covenants and performance criteria and may be in default. Sale proceeds would not be sufficient to pay off the loan at maturity.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 19, "end_row_offset_idx": 20, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 105.05859374999999, "r": 700.8093872070312, "b": 91.09375, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 19, "end_row_offset_idx": 20, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Quality and stability of collateral cash flows \u2013 The property has material vacancy and significant rollover of remaining tenants.", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "row_span": 1, "col_span": 1, "start_row_offset_idx": 20, "end_row_offset_idx": 21, 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or investment grade or, if private, the equivalent thereof with significant management experience.", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 472.4486083984375, "r": 645.9696044921875, "b": 458.4837646484375, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Loan collateral and performance relative to underwriting \u2013 The collateral has surpassed underwritten expectations.", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "row_span": 1, "col_span": 1, "start_row_offset_idx": 3, 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The loan has structural features that enhance the credit profile.", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 35.90999984741211, "t": 409.298583984375, "r": 41.5099983215332, "b": 397.037841796875, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 5, "end_row_offset_idx": 6, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "2", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 409.298583984375, "r": 725.6295776367188, "b": 385.4378662109375, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 5, "end_row_offset_idx": 6, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Sponsor capability and financial condition \u2013 Strong sponsorship with experienced management team and a responsibly leveraged portfolio.", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "row_span": 1, "col_span": 1, "start_row_offset_idx": 6, "end_row_offset_idx": 7, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 76.19000244140625, "t": 386.0985717773438, "r": 736.1195068359375, "b": 362.23785400390625, "coord_origin": "BOTTOMLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 6, "end_row_offset_idx": 7, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25aa Loan collateral and performance relative to underwriting \u2013 Collateral performance equals or exceeds underwritten expectations and covenants and performance criteria are being met or exceeded.", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "row_span": 1, "col_span": 1, "start_row_offset_idx": 7, "end_row_offset_idx": 8, "start_col_offset_idx": 0, 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