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"orig": "The properties above are not representative of all transactions. The information provided herein is as of March 31, 2026, unless otherwise noted.",
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"orig": "\uf06c GAAP net loss of $54.3 million, or $0.39 per share; distributable loss of $75.2 million, or $0.52 per share; and distributable loss prior to realized losses of $7.5 million, or $0.05 per share 1, 14",
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"orig": "-Net unfunded loan commitments decreased to $5 million 9",
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"orig": "-Net financings outstanding decreased by $489 million, including $142 million of deleveraging payments",
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"orig": "\uf06c At May 5, 2026, total liquidity of $116 million, including $103 million of cash 7",
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"text": "The Company believes that Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses provide meaningful information to consider in addition to net income (loss) and cash flows from operating activities in accordance with GAAP. Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses do not represent net income (loss) or cash flows from operating activities in accordance with GAAP and should not be considered as an alternative to GAAP net income (loss), an indication of cash flows from operating activities, a measure of liquidity or an indication of funds available for cash needs. In addition, the Company's methodology for calculating these non-GAAP measures may differ from the methodologies employed by other companies to calculate the same or similar supplemental performance measures and, accordingly, the Company's reported Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses may not be comparable to the Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses reported by other companies."
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"orig": "In order to maintain the Company's status as a REIT, the Company is required to distribute at least 90% of its REIT taxable income, determined without regard to the deduction for dividends paid and excluding net capital gain, as dividends. Distributable Earnings (Loss), Distributable Earnings (Loss) prior to realized gains and losses, and other similar measures, have historically been a useful indicator over time of a mortgage REIT's ability to cover its dividends, and to mortgage REITs themselves in determining the amount of any dividends to declare. Distributable Earnings (Loss) and Distributable Earnings (loss) prior to realized gains and losses are key factors, among others, considered by the Company's Board in determining the dividend each quarter and as such the Company believes Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses are also useful to investors.",
"text": "In order to maintain the Company's status as a REIT, the Company is required to distribute at least 90% of its REIT taxable income, determined without regard to the deduction for dividends paid and excluding net capital gain, as dividends. Distributable Earnings (Loss), Distributable Earnings (Loss) prior to realized gains and losses, and other similar measures, have historically been a useful indicator over time of a mortgage REIT's ability to cover its dividends, and to mortgage REITs themselves in determining the amount of any dividends to declare. Distributable Earnings (Loss) and Distributable Earnings (loss) prior to realized gains and losses are key factors, among others, considered by the Company's Board in determining the dividend each quarter and as such the Company believes Distributable Earnings (Loss) and Distributable Earnings (Loss) prior to realized gains and losses are also useful to investors."
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"orig": "While Distributable Earnings (Loss) excludes the impact of our provision for or reversal of current expected credit loss reserve, charge-offs of principal, accrued interest receivable, and/or exit fees are recognized through Distributable Earnings (Loss) when deemed non-recoverable. Non-recoverability is determined (i) upon the resolution of a loan (i.e., when the loan is repaid, fully or partially, when we acquire title in the case of foreclosure, deed-in-lieu of foreclosure, or assignment-in-lieu of foreclosure, or when the loan is sold or anticipated to be sold for an amount less than its carrying value), or (ii) with respect to any amount due under any loan, when such amount is determined to be uncollectible.",
"text": "While Distributable Earnings (Loss) excludes the impact of our provision for or reversal of current expected credit loss reserve, charge-offs of principal, accrued interest receivable, and/or exit fees are recognized through Distributable Earnings (Loss) when deemed non-recoverable. Non-recoverability is determined (i) upon the resolution of a loan (i.e., when the loan is repaid, fully or partially, when we acquire title in the case of foreclosure, deed-in-lieu of foreclosure, or assignment-in-lieu of foreclosure, or when the loan is sold or anticipated to be sold for an amount less than its carrying value), or (ii) with respect to any amount due under any loan, when such amount is determined to be uncollectible."
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"orig": "In determining Distributable Earnings (Loss) per share and Distributable Earnings per share prior to realized gains and losses, the dilutive effects of unvested RSUs and warrants outstanding are considered. The weighted average diluted shares outstanding used for Distributable Earnings (Loss) and Distributable Earnings per share prior to realized gains and losses have been adjusted from weighted average diluted shares under GAAP to include weighted average unvested RSUs and warrants outstanding, if the exercise price of the warrants outstanding exceeds the average share price of our common stock during such period.",
"text": "In determining Distributable Earnings (Loss) per share and Distributable Earnings per share prior to realized gains and losses, the dilutive effects of unvested RSUs and warrants outstanding are considered. The weighted average diluted shares outstanding used for Distributable Earnings (Loss) and Distributable Earnings per share prior to realized gains and losses have been adjusted from weighted average diluted shares under GAAP to include weighted average unvested RSUs and warrants outstanding, if the exercise price of the warrants outstanding exceeds the average share price of our common stock during such period."
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"orig": "PAGE 22",
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"orig": "Important Notices (cont'd)",
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"orig": "Adjusted Book Value Per Share",
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"orig": "Adjusted Book Value per Share is a non-GAAP financial measure. We believe that presenting book value per share adjusted for our general current expected credit loss reserve and accumulated depreciation and amortization on our real estate owned held-for-investment is useful for investors as it enhances the comparability to our peers who may not hold real estate investments. Further, we believe that our investors and lenders consider book value excluding these items as an important metric related to our overall capitalization.",
"text": "Adjusted Book Value per Share is a non-GAAP financial measure. We believe that presenting book value per share adjusted for our general current expected credit loss reserve and accumulated depreciation and amortization on our real estate owned held-for-investment is useful for investors as it enhances the comparability to our peers who may not hold real estate investments. Further, we believe that our investors and lenders consider book value excluding these items as an important metric related to our overall capitalization."
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"orig": "Determinations of Loan-to-Value / Loan-to-Cost",
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"orig": "Adjusted LTV represents 'loan-to-value' or 'loan-to-cost' upon origination and updated only in connection with a partial loan paydown and/or release of collateral, material changes to expected project costs, the receipt of a new appraisal (typically in connection with financing or refinancing activity) or a change in our loan commitment. LTV determined upon origination is calculated as our total loan commitment upon origination, as if fully funded, plus any financings that are pari passu with or senior to our loan, divided by our estimate of either (1) the value of the underlying real estate, determined in accordance with our underwriting process (typically consistent with, if not less than, the value set forth in a third-party appraisal) or (2) the borrower's projected, fully funded cost basis in the asset, in each case as we deem appropriate for the relevant loan and other loans with similar characteristics. Adjusted LTV, origination LTV, underwritten values, and/or project costs should not be assumed to reflect our judgment of current market values or project costs, which may have changed materially since the date of the most recent determination of LTV. Weighted average adjusted LTV is based on loan commitment, including non-consolidated senior interests and pari passu interests, and includes risk rated 5 loans. Loans with specific CECL reserves are reflected as 100% LTV.",
"text": "Adjusted LTV represents 'loan-to-value' or 'loan-to-cost' upon origination and updated only in connection with a partial loan paydown and/or release of collateral, material changes to expected project costs, the receipt of a new appraisal (typically in connection with financing or refinancing activity) or a change in our loan commitment. LTV determined upon origination is calculated as our total loan commitment upon origination, as if fully funded, plus any financings that are pari passu with or senior to our loan, divided by our estimate of either (1) the value of the underlying real estate, determined in accordance with our underwriting process (typically consistent with, if not less than, the value set forth in a third-party appraisal) or (2) the borrower's projected, fully funded cost basis in the asset, in each case as we deem appropriate for the relevant loan and other loans with similar characteristics. Adjusted LTV, origination LTV, underwritten values, and/or project costs should not be assumed to reflect our judgment of current market values or project costs, which may have changed materially since the date of the most recent determination of LTV. Weighted average adjusted LTV is based on loan commitment, including non-consolidated senior interests and pari passu interests, and includes risk rated 5 loans. Loans with specific CECL reserves are reflected as 100% LTV."
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"orig": "This document and oral statements made in connection therewith contain forward-looking statements within the meaning of U.S. federal securities laws. Forward-looking statements express CMTG's views regarding future plans and expectations. They include statements that include words such as 'may,' 'could,' 'would,' 'should,' 'believe,' 'expect,' 'anticipate,' 'plan,' 'estimate,' 'target,' 'project,' 'plan,' 'intend' and similar words or expressions. Forward-looking statements in this presentation include, but are not limited to, statements regarding future operations, business strategy, cash flows, income, costs, expenses, liabilities and profits of CMTG. These statements are based on numerous assumptions and are subject to risks, uncertainties or change in circumstances that are difficult to predict or quantify. Actual future results may vary materially from those expressed or implied in these forward-looking statements, and CMTG's business, financial condition, liquidity, results of operations and prospects could be materially and adversely affected by numerous factors, including such known and unknown risks and uncertainties. As a result, forward-looking statements should be understood to be only predictions and statements of our current beliefs, and are not guarantees of performance. Statements regarding the following subjects, among others, may be forward-looking:",
"text": "This document and oral statements made in connection therewith contain forward-looking statements within the meaning of U.S. federal securities laws. Forward-looking statements express CMTG's views regarding future plans and expectations. They include statements that include words such as 'may,' 'could,' 'would,' 'should,' 'believe,' 'expect,' 'anticipate,' 'plan,' 'estimate,' 'target,' 'project,' 'plan,' 'intend' and similar words or expressions. Forward-looking statements in this presentation include, but are not limited to, statements regarding future operations, business strategy, cash flows, income, costs, expenses, liabilities and profits of CMTG. These statements are based on numerous assumptions and are subject to risks, uncertainties or change in circumstances that are difficult to predict or quantify. Actual future results may vary materially from those expressed or implied in these forward-looking statements, and CMTG's business, financial condition, liquidity, results of operations and prospects could be materially and adversely affected by numerous factors, including such known and unknown risks and uncertainties. As a result, forward-looking statements should be understood to be only predictions and statements of our current beliefs, and are not guarantees of performance. Statements regarding the following subjects, among others, may be forward-looking:"
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"orig": "\u00b7 general volatility of the capital markets and the markets in which we may invest and in which our borrowers;",
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"orig": "\u00b7 allocation of investment opportunities to us by our Manager and our Sponsor;",
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"orig": "\u00b7 changes in the markets in which we and our borrowers operate and the impacts thereof;",
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"orig": "\u00b7 changes in the market value of our investments and collateral underlying our investments;",
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"orig": "\u00b7 The effects of hedging instruments on our existing and target assets;",
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"orig": "\u00b7 rates of default, decreased recovery rates, and/or increased loss severity rates on our existing and target assets and related impairment charges, including as these relate to our real estate owned assets;",
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"orig": "\u00b7 the degree to which our hedging strategies may or may not protect us from interest rate volatility;",
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"orig": "\u00b7 changes in governmental regulations, tax laws and rates, and similar matters (including the interpretation thereof);",
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"orig": "\u00b7 our ability to maintain our qualification as a real estate investment trust; our ability to maintain our exclusion from registration under the Investment Company Act of 1940, as amended;",
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"orig": "\u00b7 the availability and attractiveness of investment opportunities we are able to originate in our target assets;",
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"orig": "\u00b7 the ability of our Manager to locate suitable investments for us, monitor, service and administer our investments and execute our investment strategy;",
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"orig": "\u00b7 the availability of qualified personnel from our Sponsor and its affiliates, including our Manager;",
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"orig": "\u00b7 estimates relating to our ability to pay or resume paying dividends to our stockholders in the future;",
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"orig": "\u00b7 our understanding of our competition;",
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"orig": "\u00b7 the risk of securities class action litigation or stockholder activism;",
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"orig": "\u00b7 geopolitical or economic conditions or uncertainty, which may include military conflicts and activities (including the military conflicts between Russia and Ukraine, Israel and Hamas, and elsewhere throughout the Middle East, North Africa, and South America more broadly), tensions involving Russia, China, and Iran, political instability, social unrest, civil disturbances, terrorism, natural disasters and pandemics; and",
"text": "geopolitical or economic conditions or uncertainty, which may include military conflicts and activities (including the military conflicts between Russia and Ukraine, Israel and Hamas, and elsewhere throughout the Middle East, North Africa, and South America more broadly), tensions involving Russia, China, and Iran, political instability, social unrest, civil disturbances, terrorism, natural disasters and pandemics; and",
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"orig": "\u00b7 market trends in our industry, interest rates, real estate values, the debt markets generally, the CRE debt market or the general economy.",
"text": "market trends in our industry, interest rates, real estate values, the debt markets generally, the CRE debt market or the general economy.",
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"orig": "The forward-looking statements are based on CMTG's beliefs, assumptions and expectations of CMTG's future performance, taking into account all information currently available. You should not place undue reliance on these forward-looking statements. These beliefs, assumptions, and expectations can change as a result of many possible events or factors, not all of which are known to CMTG. If a change occurs, CMTG's business, financial condition, liquidity, results of operations and prospects may vary materially from those expressed in any forward-looking statements. Any forward-looking statement speaks only as of the date on which it is made. New risks and uncertainties arise over time, and it is not possible for CMTG to predict those events or how they may affect CMTG. Except as required by law, CMTG is not obligated to, and does not intend to, update or revise any forward-looking statements, whether as a result of new information, future events or otherwise.",
"text": "The forward-looking statements are based on CMTG's beliefs, assumptions and expectations of CMTG's future performance, taking into account all information currently available. You should not place undue reliance on these forward-looking statements. These beliefs, assumptions, and expectations can change as a result of many possible events or factors, not all of which are known to CMTG. If a change occurs, CMTG's business, financial condition, liquidity, results of operations and prospects may vary materially from those expressed in any forward-looking statements. Any forward-looking statement speaks only as of the date on which it is made. New risks and uncertainties arise over time, and it is not possible for CMTG to predict those events or how they may affect CMTG. Except as required by law, CMTG is not obligated to, and does not intend to, update or revise any forward-looking statements, whether as a result of new information, future events or otherwise."
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"orig": "CLAROS MORTGAGE TRUST, INC. FIRST QUARTER 2026 EARNINGS SUPPLEMENT",
"text": "CLAROS MORTGAGE TRUST, INC. FIRST QUARTER 2026 EARNINGS SUPPLEMENT"
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"text": "Endnotes",
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"orig": "1. Refer to page 20 for a reconciliation of net income (loss) to distributable earnings (loss) and distributable earnings (loss) prior to realized gains and losses.",
"text": "Refer to page 20 for a reconciliation of net income (loss) to distributable earnings (loss) and distributable earnings (loss) prior to realized gains and losses.",
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"orig": "2. Refer to page 2 for further discussion of loan resolution activity. Amount based on unpaid principal balance prior to principal charge-offs, if any.",
"text": "Refer to page 2 for further discussion of loan resolution activity. Amount based on unpaid principal balance prior to principal charge-offs, if any.",
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"orig": "3. Excludes our real estate owned (REO) assets, unless otherwise noted.",
"text": "Excludes our real estate owned (REO) assets, unless otherwise noted.",
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"orig": "4. Based on carrying value net of specific CECL reserves; excludes loans held-for-sale if applicable.",
"text": "Based on carrying value net of specific CECL reserves; excludes loans held-for-sale if applicable.",
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"orig": "5. Based on total loan commitments.",
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"orig": "6. Senior loans include senior mortgages and similar credit quality loans, including related contiguous subordinate loans (if any), and pari passu participations in senior mortgage loans.",
"text": "Senior loans include senior mortgages and similar credit quality loans, including related contiguous subordinate loans (if any), and pari passu participations in senior mortgage loans.",
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"orig": "7. Total liquidity includes cash and approved and undrawn credit capacity based on existing collateral.",
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"orig": "8. Carrying value includes lease related intangible assets and liabilities, if applicable, included in other assets and other liabilities on the consolidated balance sheets, and is net of related accumulated depreciation and amortization.",
"text": "Carrying value includes lease related intangible assets and liabilities, if applicable, included in other assets and other liabilities on the consolidated balance sheets, and is net of related accumulated depreciation and amortization.",
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"orig": "9. At March 31, 2026, we had unfunded loan commitments of $204 million and $91 million of in-place financings to fund our remaining unfunded loan commitments, excluding $15 million of approved and undrawn credit capacity based on existing collateral. Of our unfunded loan commitments, conditions to funding may not be met by our borrowers and portions of our unfunded loan commitments may not become eligible to be or expected to be drawn on (relating to loans on non-accrual status, loans in maturity default, loans risk rated 5 and/or delinquent loans) resulting in net unfunded loan commitments of $5 million.",
"text": "At March 31, 2026, we had unfunded loan commitments of $204 million and $91 million of in-place financings to fund our remaining unfunded loan commitments, excluding $15 million of approved and undrawn credit capacity based on existing collateral. Of our unfunded loan commitments, conditions to funding may not be met by our borrowers and portions of our unfunded loan commitments may not become eligible to be or expected to be drawn on (relating to loans on non-accrual status, loans in maturity default, loans risk rated 5 and/or delinquent loans) resulting in net unfunded loan commitments of $5 million.",
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"orig": "10. Net Debt / Equity Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, less cash and cash equivalents, to total equity. Refer to page 21 for a reconciliation of Net Debt / Equity Ratio. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
"text": "Net Debt / Equity Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, less cash and cash equivalents, to total equity. Refer to page 21 for a reconciliation of Net Debt / Equity Ratio. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
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"orig": "11. Total Leverage Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, plus non-consolidated senior interests held by third parties, less cash and cash equivalents, to total equity. Refer to page 21 for a reconciliation of Total Leverage Ratio. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
"text": "Total Leverage Ratio is a non-GAAP measure and is calculated as the ratio of asset-specific debt and Secured Term Loan, plus non-consolidated senior interests held by third parties, less cash and cash equivalents, to total equity. Refer to page 21 for a reconciliation of Total Leverage Ratio. For further information, please refer to Item 7 (MD&A) of our Form 10-Ks and/or Item 2 (MD&A) of our Form 10-Qs.",
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"orig": "12. Excludes loans receivable held-for-sale, if any.",
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"orig": "13. Loan commitment represents principal outstanding plus remaining unfunded loan commitments.",
"text": "Loan commitment represents principal outstanding plus remaining unfunded loan commitments.",
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"orig": "14. See Important Notices beginning on page 22 for additional information on this metric.",
"text": "See Important Notices beginning on page 22 for additional information on this metric.",
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"orig": "15. All-in yield represents the weighted average annualized yield to initial maturity of each loan held-for-investment, inclusive of coupon and contractual fees, based on the applicable floating benchmark rate/floors (if applicable), in place as of March 31, 2026. For loans placed on non-accrual, the annualized yield to initial maturity used in calculating the weighted average annualized yield to initial maturity is 0%.",
"text": "All-in yield represents the weighted average annualized yield to initial maturity of each loan held-for-investment, inclusive of coupon and contractual fees, based on the applicable floating benchmark rate/floors (if applicable), in place as of March 31, 2026. For loans placed on non-accrual, the annualized yield to initial maturity used in calculating the weighted average annualized yield to initial maturity is 0%.",
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"orig": "16. At March 31, 2026, mixed-use consists of 3% office, 2% life science, 2% hospitality, 2% multifamily, and 1% retail. Mixed-use allocations are based upon allocable square footage except where another method is deemed more appropriate under the applicable facts and circumstances.",
"text": "At March 31, 2026, mixed-use consists of 3% office, 2% life science, 2% hospitality, 2% multifamily, and 1% retail. Mixed-use allocations are based upon allocable square footage except where another method is deemed more appropriate under the applicable facts and circumstances.",
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"orig": "17. Reflects loan for which no specific reserve is recorded as amounts deemed uncollectible have been charged-off as of March 31, 2026.",
"text": "Reflects loan for which no specific reserve is recorded as amounts deemed uncollectible have been charged-off as of March 31, 2026.",
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"orig": "18. Weighted average spread excludes SOFR floors and is based upon unpaid principal balance.",
"text": "Weighted average spread excludes SOFR floors and is based upon unpaid principal balance.",
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"orig": "19. See page 12 and 21 for book value bridge.",
"text": "See page 12 and 21 for book value bridge.",
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"orig": "20. Includes CECL reserves on unfunded loan commitments. Such reserves are included within other liabilities on the consolidated balance sheet.",
"text": "Includes CECL reserves on unfunded loan commitments. Such reserves are included within other liabilities on the consolidated balance sheet.",
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"orig": "CLAROS MORTGAGE TRUST, INC. FIRST QUARTER 2026 EARNINGS SUPPLEMENT",
"text": "CLAROS MORTGAGE TRUST, INC. FIRST QUARTER 2026 EARNINGS SUPPLEMENT"
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"orig": "PAGE 25",
"text": "PAGE 25"
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"orig": "Loan Portfolio Overview",
"text": "Loan Portfolio Overview"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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"orig": "A At March 31, 2026 and December 31, 2025, approximates 1%.",
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"orig": "B At March 31, 2026, approximates 2%.",
"text": "B At March 31, 2026, approximates 2%."
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"orig": "Region Exposure by Carrying Value and as a % of Total Carrying Value 3, 4, 12",
"text": "Region Exposure by Carrying Value and as a % of Total Carrying Value 3, 4, 12"
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"orig": "($ amounts in millions)",
"text": "($ amounts in millions)"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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"orig": "Totals may not foot due to rounding.",
"text": "Totals may not foot due to rounding."
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"orig": "Specific CECL Reserve",
"text": "Specific CECL Reserve"
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"orig": "$ amounts in millions",
"text": "$ amounts in millions"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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"orig": "Totals may not foot due to rounding.",
"text": "Totals may not foot due to rounding."
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"orig": "Multifamily Properties A",
"text": "Multifamily Properties A"
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"orig": "($ amounts in millions, except asset basis)",
"text": "($ amounts in millions, except asset basis)"
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"orig": "See Endnotes in the Appendix.",
"text": "See Endnotes in the Appendix."
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"orig": "Totals may not foot due to rounding.",
"text": "Totals may not foot due to rounding."
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"orig": "A Assets are financed through a repurchase agreement and are cross collateralized.",
"text": "A Assets are financed through a repurchase agreement and are cross collateralized."
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"orig": "B Comprised of two multifamily properties which previously served as the collateral for one loan.",
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"orig": "C In May 2026, we acquired legal title to the underlying collateral asset through a mortgage foreclosure. Carrying value reflects loan receivable carrying value net of specific CECL reserve as of March 31, 2026.",
"text": "C In May 2026, we acquired legal title to the underlying collateral asset through a mortgage foreclosure. Carrying value reflects loan receivable carrying value net of specific CECL reserve as of March 31, 2026."
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"orig": "D Values as of March 31, 2026, unless otherwise noted.",
"text": "D Values as of March 31, 2026, unless otherwise noted."
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"orig": "Financing Balances and Weighted Average Spreads",
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"orig": "Key Financial Metrics",
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"orig": "1 Distributable Loss",
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"orig": "14",
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"orig": "10 Net Debt / Equity Ratio",
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"orig": "11 Total Leverage Ratio",
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"orig": "19 Adjusted Book Value per Share",
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"orig": "Watchlist Loans",
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"orig": "CMTG Watchlist Loan Summary as of March 31, 2026",
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"orig": "($ amounts in millions, except loan basis)",
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"orig": "3",
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"orig": "12",
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"orig": "4",
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"orig": "13",
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"orig": "A For risk rated 5 loans, based on carrying value net of specific CECL reserves. For risk rated 4 loans, based on whole loan commitment value.",
"text": "A For risk rated 5 loans, based on carrying value net of specific CECL reserves. For risk rated 4 loans, based on whole loan commitment value."
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"orig": "B Loan resolved after quarter-end. See pages 2 and 7 for further detail.",
"text": "B Loan resolved after quarter-end. See pages 2 and 7 for further detail."
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"orig": "CMTG Portfolio Details by Unpaid Principal Balance as of March 31, 2026",
"text": "CMTG Portfolio Details by Unpaid Principal Balance as of March 31, 2026"
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"orig": "($ amounts in millions)",
"text": "($ amounts in millions)"
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"orig": "Consolidated Balance Sheets",
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"orig": "As of March 31, 2026 and December 31, 2025",
"text": "As of March 31, 2026 and December 31, 2025"
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"orig": "($ amounts in thousands)",
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"orig": "Consolidated Statements of Operations",
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"orig": "For the Three Months Ended March 31, 2026 and December 31, 2025",
"text": "For the Three Months Ended March 31, 2026 and December 31, 2025"
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"orig": "Reconciliation of GAAP Net Loss to Distributable Loss",
"text": "Reconciliation of GAAP Net Loss to Distributable Loss"
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"orig": "($ amounts in thousands, except share and per share data)",
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"orig": "Totals may not foot or cross-foot due to rounding. Refer to page 22 for definition of Distributable Earnings (Loss).",
"text": "Totals may not foot or cross-foot due to rounding. Refer to page 22 for definition of Distributable Earnings (Loss)."
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"orig": "A For the three months ended March 31, 2026, amount includes a $12.9 million charge-off of accrued interest receivable and a $0.3 million charge-off of an exit fee related to the sale of a hospitality loan in March 2026. For the three months ended December 31, 2025, amount includes a $16.9 million charge-off of accrued interest receivable related to the foreclosure on a land parcel in December 2025 and the mortgage foreclosure of a multifamily property in January 2026. For the three months ended June 30, 2025, amount includes a $2.9 million charge-off of accrued interest receivable related to the mortgage foreclosures on multifamily properties in July 2025. For the three months ended March 31, 2025, amount includes a $3.5 million charge-off of accrued interest receivable and a $0.5 million charge-off of an exit fee related to the discounted payoff of a land loan.",
"text": "A For the three months ended March 31, 2026, amount includes a $12.9 million charge-off of accrued interest receivable and a $0.3 million charge-off of an exit fee related to the sale of a hospitality loan in March 2026. For the three months ended December 31, 2025, amount includes a $16.9 million charge-off of accrued interest receivable related to the foreclosure on a land parcel in December 2025 and the mortgage foreclosure of a multifamily property in January 2026. For the three months ended June 30, 2025, amount includes a $2.9 million charge-off of accrued interest receivable related to the mortgage foreclosures on multifamily properties in July 2025. For the three months ended March 31, 2025, amount includes a $3.5 million charge-off of accrued interest receivable and a $0.5 million charge-off of an exit fee related to the discounted payoff of a land loan."
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"orig": "B Reflects previously recognized depreciation and amortization on the portions of our mixed-use real estate owned asset that were sold during the year ended December 31, 2025. Amounts not previously recognized in Distributable Earnings (Loss).",
"text": "B Reflects previously recognized depreciation and amortization on the portions of our mixed-use real estate owned asset that were sold during the year ended December 31, 2025. Amounts not previously recognized in Distributable Earnings (Loss)."
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"orig": "Book Value per share Reconciliation",
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"orig": "($ amounts in thousands, except for per share data)",
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"orig": "Net Debt-to-Equity and Total Leverage Reconciliation",
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"orig": "($ amounts in thousands)",
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"orig": "See Endnotes in the Appendix.",
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"orig": "A. As of March 31, 2026, amount excludes 7,542,227 warrants outstanding as the exercise price of $4.00 per share exceeded the closing share price of our common stock.",
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
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"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9687327146530151
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{
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{
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},
{
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},
{
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{
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{
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{
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},
{
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},
{
"class_name": "chemistry_structure",
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{
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},
{
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{
"class_name": "flow_chart",
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},
{
"class_name": "bar_chart",
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},
{
"class_name": "qr_code",
"confidence": 5.527547182282433e-05
},
{
"class_name": "crossword_puzzle",
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},
{
"class_name": "geographical_map",
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},
{
"class_name": "bar_code",
"confidence": 3.575240043574013e-05
},
{
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},
{
"class_name": "scatter_plot",
"confidence": 9.03033469512593e-06
},
{
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},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/4",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nLoan Resolution and Repayment Activity \u00b2\n(unpaid principal balance)\n<::donut chart and bar chart::>\n<::donut chart::>\n2026 YTD\nCenter value: $646 million \u00b2\n\nSlices:\nFull Repayments: 37%\nPartial Repayments: 2%\nLoan Sales below 100% of UPB: 34%\nForeclosures: 16%\nSettlement with financing counterparty: 11%\n\n<::bar chart::>\nFY 2022 \u2013 2026 YTD\n($ in billions)\n\nY-axis: $0.5, $1.0, $1.5, $2.0, $2.5, $3.0\n\nBars:\n2022: $1.6\n2023: $1.1\n2024: $1.4\n2025: $2.6\n2026 YTD: $0.6\n::>\n"
},
"classification": {
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{
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},
{
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},
{
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{
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{
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},
{
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"class_name": "line_chart"
},
{
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"class_name": "other"
},
{
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"class_name": "geographical_map"
},
{
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"class_name": "icon"
},
{
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"class_name": "screenshot_from_manual"
},
{
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"class_name": "full_page_image"
},
{
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"class_name": "scatter_plot"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
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"class_name": "logo"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
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"class_name": "screenshot_from_computer"
},
{
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"class_name": "topographical_map"
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{
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{
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},
{
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"class_name": "signature"
},
{
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"class_name": "photograph"
},
{
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"class_name": "stamp"
},
{
"confidence": 2.3269282056759266e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 9.754087537672262e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "cmsgvhv4g068beq012h4i7z37",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "78dbccb2-3abd-4af8-ab2d-db60d864a4d7",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "2",
"kind": "footnote",
"label": "Loan Resolution and Repayment Activity"
},
{
"marker": "2",
"kind": "footnote",
"label": "$646 million"
}
],
"quber__footnotes": []
},
"label": "picture",
"prov": [
{
"page_no": 3,
"bbox": {
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"t": 326.75748360157013,
"r": 741.4153275489807,
"b": 27.220571994781494,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 706.0,
"height": 300.0
},
"uri": 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"
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{
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{
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"description": {
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"text": "\n\n<::Collateral Diversification 3, 4, 12\n\nStacked bar chart showing collateral diversification for two dates:\n\nDate: 3/31/26\n- Multifamily: 44%\n- Hospitality: 19%\n- Office: 17%\n- Mixed-use: 10%\n- Retail: 5%\n- Land: 4%\n- Other A: 1%\n\nDate: 12/31/25\n- Multifamily: 44%\n- Hospitality: 22%\n- Office: 16%\n- Mixed-use: 8%\n- Retail: 4%\n- Land: 5%\n- Other A: 1%\n: chart::>"
},
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]
},
"quber__figure_job_id": "cmsgvhv39068aeq016cj7tsgd",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "503bd06f-6209-4f09-8bb7-9044cd94c86d",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "3",
"kind": "section",
"label": "Collateral Diversification"
},
{
"marker": "4",
"kind": "footnote",
"label": "Collateral Diversification"
},
{
"marker": "12",
"kind": "footnote",
"label": "Collateral Diversification"
},
{
"marker": "16",
"kind": "footnote",
"label": "Mixed-use"
},
{
"marker": "A",
"kind": "footnote",
"label": "Other"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
},
{
"marker": "A",
"text": "At March 31, 2026 and December 31, 2025, approximates 1%."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 481.1240539550781,
"t": 477.3652648925781,
"r": 790.273681640625,
"b": 263.2641906738281,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 309.0,
"height": 214.0
},
"uri": 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"
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"kind": "classification",
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{
"class_name": "music",
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{
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{
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},
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"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Geographical Diversification 3, 4, 12\n: stacked bar chart::>\n<::The chart displays geographical diversification across different states/regions for two dates: 3/31/26 and 12/31/25.\n\nY-axis: 0% to 100%\n\nLegend:\n- CA (California)\n- NY (New York)\n- VA / DC (Virginia / District of Columbia)\n- TX (Texas)\n- IL (Illinois)\n- GA (Georgia)\n- UT B (Utah)\n- Other\n\nData for 3/31/26:\n- CA: 22%\n- NY: 15%\n- VA / DC: 8%\n- TX: 8%\n- IL: 8%\n- GA: 7%\n- UT B: 2% (inferred, as 100 - (22+15+8+8+8+7+30) = 2)\n- Other: 30%\n\nData for 12/31/25:\n- CA: 25%\n- NY: 14%\n- VA / DC: 7%\n- TX: 7%\n- IL: 6%\n- GA: 6%\n- UT B: 7%\n- Other: 28%\n: chart::>"
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{
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{
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
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{
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"class_name": "chemistry_structure"
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"class_name": "qr_code"
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"created_by": "DocumentPictureClassifier",
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"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
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"class_name": "topographical_map"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "cmsgvhv39068aeq016cj7tsgd",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "9d9eae7e-5385-4b16-a8d0-35f1d48f91cb",
"quber__read_by": [
{
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"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "3",
"kind": "section",
"label": "Geographical Diversification"
},
{
"marker": "4",
"kind": "footnote",
"label": "Geographical Diversification"
},
{
"marker": "12",
"kind": "footnote",
"label": "Geographical Diversification"
},
{
"marker": "B",
"kind": "footnote",
"label": "UT"
}
],
"quber__footnotes": [
{
"marker": "B",
"text": "At March 31, 2026, approximates 2%."
}
]
},
"label": "picture",
"prov": [
{
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"captions": [],
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"size": {
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9944842457771301
},
{
"class_name": "line_chart",
"confidence": 0.004957425873726606
},
{
"class_name": "table",
"confidence": 0.00048582887393422425
},
{
"class_name": "pie_chart",
"confidence": 2.6777615858009085e-05
},
{
"class_name": "calendar",
"confidence": 1.539145341666881e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.3586733075499069e-05
},
{
"class_name": "scatter_plot",
"confidence": 4.657496447180165e-06
},
{
"class_name": "flow_chart",
"confidence": 2.61405921264668e-06
},
{
"class_name": "box_plot",
"confidence": 2.367028400840354e-06
},
{
"class_name": "other",
"confidence": 2.2797771634941455e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.7931331512954785e-06
},
{
"class_name": "full_page_image",
"confidence": 1.0167771051783348e-06
},
{
"class_name": "geographical_map",
"confidence": 9.216896614816505e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.402475101665914e-07
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"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Q1 2026 - Loan Portfolio Activity 2, 12\n($ amounts in millions)\n\nY-axis: $3,000 to $4,500\n\nWaterfall chart:\n\nInitial State:\nTotal Commitments: $4,329\nUPB 12 12/31/25: $4,057\nUnfunded Commitments: $272\n\nChanges:\nFundings 12: +$22\nRepayments 12: -$245\nLoan Sale 12: -$220\nTransfer to Lender 12: -$71\nTransfer to REO A: -$37\n\nNet Change in UPB: ($551)\n\nFinal State:\nTotal Commitments: $3,710\nUPB 12 3/31/26: $3,506\nUnfunded Commitments: $204\n: chart::>"
},
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{
"confidence": 1.6014785941820264e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "cmsgvhv2g00hvb501qouqxbsd",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "4edc9ebb-8512-491b-b28d-3fb974fa43a2",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "2",
"kind": "footnote",
"label": "Q1 2026 \u2013 Loan Portfolio Activity 2, 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "Q1 2026 \u2013 Loan Portfolio Activity 2, 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "UPB 12/31/25"
},
{
"marker": "12",
"kind": "footnote",
"label": "Fundings 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "Repayments 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "Loan Sale 12"
},
{
"marker": "12",
"kind": "footnote",
"label": "Transfer to Lender 12"
},
{
"marker": "A",
"kind": "footnote",
"label": "Transfer to REO A"
},
{
"marker": "12",
"kind": "footnote",
"label": "UPB 3/31/26"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
},
{
"marker": "",
"text": "Totals may not foot due to rounding."
},
{
"marker": "A",
"text": "Principal charge-off of $39.1 million recognized as of December 31, 2025 in connection with a mortgage foreclosure of a multifamily property in January 2026."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
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"t": 381.4642791748047,
"r": 682.9981079101562,
"b": 71.5908203125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
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]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 578.0,
"height": 309.0
},
"uri": 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"
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{
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{
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{
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]
}
]
},
{
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{
"confidence": 5.527547182282433e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
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"class_name": "crossword_puzzle"
},
{
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"class_name": "geographical_map"
},
{
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"class_name": "bar_code"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 4.331925538281212e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 8.445205708085268e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
}
},
"label": "picture",
"prov": [
{
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"bbox": {
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"t": 558.8994140625,
"r": 772.4821166992188,
"b": 525.40625,
"coord_origin": "BOTTOMLEFT"
},
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}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
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"height": 34.0
},
"uri": 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"
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{
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{
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"text": "\n\n<::\nDonut chart showing Total CECL Reserves (on UPB of Risk Rated 2 - 5 Loans).\nCenter text: \"$398.9 million\", \"$2.76 per share\", \"11.4% of UPB\".\nSlices and percentages:\n- 87%\n- 4%\n- 9%\n\nDonut chart showing General CECL Reserves (on UPB of Risk Rated 2 - 4 Loans).\nCenter text: \"$50.1 million\", \"$0.35 per share\", \"2.3% of UPB\".\nSlices and percentages:\n- 69%\n\nLegend:\n- Dark blue: Risk Rated 5 Loans\n- Gray: Risk Rated 4 Loans\n- Light blue: Risk Rated 2 - 3 Loans\n: donut charts::>"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9999126195907593
},
{
"class_name": "bar_chart",
"confidence": 3.2851203286554664e-05
},
{
"class_name": "engineering_drawing",
"confidence": 2.6444935429026373e-05
},
{
"class_name": "flow_chart",
"confidence": 9.476498235017061e-06
},
{
"class_name": "line_chart",
"confidence": 7.107132205419475e-06
},
{
"class_name": "calendar",
"confidence": 3.465828058324405e-06
},
{
"class_name": "other",
"confidence": 2.7506630431162193e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.8671170209927368e-06
},
{
"class_name": "geographical_map",
"confidence": 1.1506123200888396e-06
},
{
"class_name": "table",
"confidence": 1.0546173143666238e-06
},
{
"class_name": "icon",
"confidence": 2.3735829302040656e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.8979791605033824e-07
},
{
"class_name": "chemistry_structure",
"confidence": 1.894051564477195e-07
},
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"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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},
{
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},
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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},
{
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},
{
"class_name": "qr_code",
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{
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{
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{
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{
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{
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{
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]
}
]
},
{
"self_ref": "#/pictures/15",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Stacked bar chart titled \"Total Available Liquidity 7\" (amounts in millions).\n\nThe Y-axis represents dollar amounts from $- to $200, in increments of $20.\n\nThe X-axis represents dates:\n\n- 12/31/25:\n - Cash and Cash Equivalents: $173\n - Approved and Undrawn Credit Capacity 7: $12\n - Total: $185\n- 3/31/26:\n - Cash and Cash Equivalents: $117\n - Approved and Undrawn Credit Capacity 7: $15\n - Total: $132\n- 5/5/26:\n - Cash and Cash Equivalents: $103\n - Approved and Undrawn Credit Capacity 7: $13\n - Total: $116\n\nLegend:\n- Darker bar segment: Cash and Cash Equivalents\n- Lighter bar segment: Approved and Undrawn Credit Capacity 7\n: chart::>"
},
"classification": {
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{
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{
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{
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},
{
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"class_name": "music"
},
{
"confidence": 7.131771617707727e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 2.6188522461723096e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "cmsgvhv2u063afo012v2qbhpm",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "589f6671-1874-4c28-ab07-ead3eae5583a",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "7",
"kind": "footnote",
"label": "Total Available Liquidity"
},
{
"marker": "7",
"kind": "footnote",
"label": "Approved and Undrawn Credit Capacity"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 130.26145935058594,
"t": 404.50978088378906,
"r": 659.9041137695312,
"b": 75.0660400390625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 530.0,
"height": 330.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9985332489013672
},
{
"class_name": "table",
"confidence": 0.001297464594244957
},
{
"class_name": "line_chart",
"confidence": 8.127018372761086e-05
},
{
"class_name": "pie_chart",
"confidence": 5.948785474174656e-05
},
{
"class_name": "calendar",
"confidence": 1.0734710485849064e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 8.598272870585788e-06
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9604176878929138
},
{
"class_name": "signature",
"confidence": 0.020798813551664352
},
{
"class_name": "other",
"confidence": 0.005178925581276417
},
{
"class_name": "engineering_drawing",
"confidence": 0.0038066264241933823
},
{
"class_name": "line_chart",
"confidence": 0.0026792162097990513
},
{
"class_name": "stamp",
"confidence": 0.0018521929159760475
},
{
"class_name": "icon",
"confidence": 0.0009565451764501631
},
{
"class_name": "calendar",
"confidence": 0.0008437259239144623
},
{
"class_name": "table",
"confidence": 0.0005212900578044355
},
{
"class_name": "page_thumbnail",
"confidence": 0.00044431546120904386
},
{
"class_name": "chemistry_structure",
"confidence": 0.0004400296602398157
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0003930191742256284
},
{
"class_name": "full_page_image",
"confidence": 0.0003162945213261992
},
{
"class_name": "music",
"confidence": 0.00030370906461030245
},
{
"class_name": "photograph",
"confidence": 0.0002493767242413014
},
{
"class_name": "flow_chart",
"confidence": 0.0002222018811153248
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00017128496256191283
},
{
"class_name": "bar_chart",
"confidence": 0.00015623183571733534
},
{
"class_name": "crossword_puzzle",
"confidence": 6.575074803549796e-05
},
{
"class_name": "bar_code",
"confidence": 5.229394446359947e-05
},
{
"class_name": "qr_code",
"confidence": 5.1107213948853314e-05
},
{
"class_name": "geographical_map",
"confidence": 4.787289071828127e-05
},
{
"class_name": "topographical_map",
"confidence": 1.3918656804889906e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.1606914085859898e-05
},
{
"class_name": "pie_chart",
"confidence": 4.634124707081355e-06
},
{
"class_name": "box_plot",
"confidence": 1.2021121165162185e-06
}
]
}
]
},
{
"self_ref": "#/pictures/17",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\nQ1 2026 \u2013 Financing Activity\n($ amounts in millions)\n<::chart: Stacked bar chart showing financing activity for Q1 2026.\nY-axis: $0 to $4,000 in increments of $500.\nX-axis categories:\n 1. UPB 12/31/25:\n - Total: $3,156\n - Portion of repurchase agreements secured by multifamily REO assets: $195 (indicated by dotted pattern)\n - Stacked segments from bottom:\n - Secured term loan: $556\n - Debt related to real estate owned hotel portfolio: $235\n - Notes payable A: $177\n - Repurchase agreements and term participation facility: $2,188\n 2. Advances:\n - Total: $511\n - Stacked segments from bottom:\n - Secured term loan: $500\n - Repurchase agreements and term participation facility: $11\n 3. Repayments:\n - Total: $1,000\n - Stacked segments from bottom:\n - Secured term loan: $556\n - Notes payable A: $177\n - Repurchase agreements and term participation facility: $267\n 4. UPB 3/31/26:\n - Total: $2,667\n - Portion of repurchase agreements secured by multifamily REO assets: $233 (indicated by dotted pattern)\n - Stacked segments from bottom:\n - Secured term loan: $500\n - Debt related to real estate owned hotel portfolio: $235\n - Repurchase agreements and term participation facility: $1,932\n\nAnnotation between UPB 12/31/25 and UPB 3/31/26 columns:\n - $(489) Net Change in UPB\n\nLegend:\n - Repurchase agreements and term participation facility (blue)\n - Notes payable A (green)\n - Debt related to real estate owned hotel portfolio (light blue)\n - Secured term loan (dark blue)\n - Portion of repurchase agreements secured by multifamily REO assets (dotted pattern)\n: chart::> "
},
"classification": {
"predictions": [
{
"confidence": 0.9988906979560852,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.000756493245717138,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.00023158194380812347,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 6.558391760336235e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.0583451259881258e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.2571652405313216e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 6.309396667347755e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 6.2622134464618284e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.877764811477391e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.144644440704724e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.5827029073989252e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 6.549259978783084e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 6.036182753632602e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 4.536266828836233e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.3434139134460565e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.0792473403853364e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.064553742935459e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.161663262422735e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 6.39047570416551e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 3.680943549966287e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 3.049607855132308e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 2.636835638725188e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.3674610777059115e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 7.618197628289636e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 6.928659423977024e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 5.576889172687061e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
}
]
},
"quber__figure_job_id": "cmsgvi1de00hwb501cls7oe69",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "c0b9a378-80fc-4ebb-942a-f5b4d0d0efdf",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
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"bbox": {
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"t": 379.0823669433594,
"r": 781.016845703125,
"b": 73.64520263671875,
"coord_origin": "BOTTOMLEFT"
},
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}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
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"height": 305.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
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{
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{
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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},
{
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/18",
"parent": {
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},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
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{
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{
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{
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{
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{
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{
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{
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{
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"
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{
"kind": "classification",
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{
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]
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{
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},
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"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::bar chart\nTitle: Leverage Ratios 10, 11, 14\nY-axis: Ratio (x)\n 1.4x\n 1.6x\n 1.8x\n 2.0x\n 2.2x\n 2.4x\n 2.6x\n 2.8x\nX-axis: Date\nLegend:\n Net Debt / Equity Ratio (light blue bar)\n Total Leverage Ratio (dark blue bar)\nData:\n Date: 6/30/25\n Net Debt / Equity Ratio: 2.2x\n Total Leverage Ratio: 2.6x\n Date: 9/30/25\n Net Debt / Equity Ratio: 1.9x\n Total Leverage Ratio: 2.4x\n Date: 12/31/25\n Net Debt / Equity Ratio: 1.9x\n Total Leverage Ratio: 2.5x\n Date: 3/31/26\n Net Debt / Equity Ratio: 1.7x\n Total Leverage Ratio: 2.2x\n: bar chart::>"
},
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{
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"confidence": 6.013289866046989e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 4.391326413610841e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.1444256653447837e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "cmsgvi26q068ceq01upgi1nlh",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "d9ea7167-f3fe-43e5-8f61-4ab78e3177f1",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "10",
"kind": "footnote",
"label": "Leverage Ratios"
},
{
"marker": "11",
"kind": "footnote",
"label": "Leverage Ratios"
},
{
"marker": "14",
"kind": "footnote",
"label": "Leverage Ratios"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "See Endnotes in the Appendix."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 12,
"bbox": {
"l": 411.1837158203125,
"t": 345.881103515625,
"r": 737.1307983398438,
"b": 77.8983154296875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 326.0,
"height": 268.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9989331364631653
},
{
"class_name": "table",
"confidence": 0.000570323842111975
},
{
"class_name": "pie_chart",
"confidence": 0.00044911386794410646
},
{
"class_name": "line_chart",
"confidence": 1.3685153135156725e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.3683926226804033e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.0243409027170856e-06
},
{
"class_name": "calendar",
"confidence": 6.1621144595847e-06
},
{
"class_name": "flow_chart",
"confidence": 1.8320087065148982e-06
},
{
"class_name": "other",
"confidence": 1.5271588154064375e-06
},
{
"class_name": "full_page_image",
"confidence": 1.1918004929611925e-06
},
{
"class_name": "engineering_drawing",
"confidence": 7.651222517779388e-07
},
{
"class_name": "geographical_map",
"confidence": 6.785010100429645e-07
},
{
"class_name": "page_thumbnail",
"confidence": 4.7674811298747954e-07
},
{
"class_name": "scatter_plot",
"confidence": 2.1236648706235428e-07
},
{
"class_name": "box_plot",
"confidence": 5.8732890551027594e-08
},
{
"class_name": "logo",
"confidence": 5.66839304383393e-08
},
{
"class_name": "chemistry_structure",
"confidence": 5.0409962426556376e-08
},
{
"class_name": "qr_code",
"confidence": 2.706823032383454e-08
},
{
"class_name": "topographical_map",
"confidence": 1.4118656466166613e-08
},
{
"class_name": "bar_code",
"confidence": 1.3802361031878263e-08
},
{
"class_name": "photograph",
"confidence": 8.328332690155094e-09
},
{
"class_name": "stamp",
"confidence": 7.599987306150524e-09
},
{
"class_name": "icon",
"confidence": 7.567196647073615e-09
},
{
"class_name": "music",
"confidence": 6.013289866046989e-09
},
{
"class_name": "signature",
"confidence": 4.391326413610841e-09
},
{
"class_name": "crossword_puzzle",
"confidence": 1.1444256653447837e-09
}
]
}
]
},
{
"self_ref": "#/pictures/20",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9604176878929138,
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{
"kind": "classification",
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{
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{
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"parent": {
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},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Waterfall chart showing changes in Book Value over time.: chart\nY-axis: Dollar values from $8.50 to $12.00.\n\nStarting Point:\nBook Value 12/31/25:\n Base value: $10.69\n General CECL: $0.54\n Depreciation/Amortization: $0.10\n Adjusted BV per Share 14: $11.33\n\nChanges:\nDistributable Loss Prior to Realized Losses 1, 14: -$0.05\nRealized Losses and Non-Cash Items: -$0.34\nRSUs, Warrants, and Other: +$0.03\n\nEnding Point:\nBook Value 3/31/26:\n Base value: $10.33\n General CECL: $0.35\n Depreciation/Amortization: $0.15\n Adjusted BV per Share 14: $10.83\n::>"
},
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"confidence": 2.1993383114704557e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 4.230609640387684e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "cmsgvi30p063cfo01j69m9hwm",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "b2e62526-b055-4ebc-98a6-9e48306e2539",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "14",
"kind": "footnote",
"label": "Adjusted BV per Share"
},
{
"marker": "1",
"kind": "footnote",
"label": "Distributable Loss Prior to Realized Losses"
},
{
"marker": "14",
"kind": "footnote",
"label": "Distributable Loss Prior to Realized Losses"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Totals may not foot due to rounding."
}
]
},
"label": "picture",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 39.413780212402344,
"t": 472.80950927734375,
"r": 752.3762817382812,
"b": 61.2216796875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 713.0,
"height": 412.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9984241724014282
},
{
"class_name": "table",
"confidence": 0.0010584875708445907
},
{
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},
{
"class_name": "calendar",
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},
{
"class_name": "pie_chart",
"confidence": 4.782958421856165e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.1356265278882347e-05
},
{
"class_name": "flow_chart",
"confidence": 1.3673134162672795e-05
},
{
"class_name": "full_page_image",
"confidence": 7.854763680370525e-06
},
{
"class_name": "engineering_drawing",
"confidence": 5.166471964912489e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 4.846707724937005e-06
},
{
"class_name": "geographical_map",
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},
{
"class_name": "scatter_plot",
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},
{
"class_name": "box_plot",
"confidence": 1.8241904626847827e-06
},
{
"class_name": "other",
"confidence": 5.992169462842867e-07
},
{
"class_name": "page_thumbnail",
"confidence": 5.688539204129484e-07
},
{
"class_name": "qr_code",
"confidence": 2.728555443809455e-07
},
{
"class_name": "chemistry_structure",
"confidence": 1.7889439618556935e-07
},
{
"class_name": "logo",
"confidence": 9.943934742295824e-08
},
{
"class_name": "music",
"confidence": 5.999577012971713e-08
},
{
"class_name": "signature",
"confidence": 4.8486256787327875e-08
},
{
"class_name": "topographical_map",
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},
{
"class_name": "bar_code",
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},
{
"class_name": "stamp",
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},
{
"class_name": "photograph",
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},
{
"class_name": "icon",
"confidence": 2.1993383114704557e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 4.230609640387684e-09
}
]
}
]
},
{
"self_ref": "#/pictures/23",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
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"class_name": "logo"
},
{
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"class_name": "signature"
},
{
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},
{
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},
{
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"class_name": "stamp"
},
{
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"class_name": "line_chart"
},
{
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"class_name": "icon"
},
{
"confidence": 0.0006844669696874917,
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"class_name": "calendar"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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},
{
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{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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{
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{
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},
{
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},
{
"class_name": "chemistry_structure",
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},
{
"class_name": "music",
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},
{
"class_name": "screenshot_from_computer",
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{
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},
{
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{
"class_name": "qr_code",
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},
{
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},
{
"class_name": "geographical_map",
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},
{
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},
{
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{
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},
{
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},
{
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}
]
}
]
},
{
"self_ref": "#/pictures/24",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::Three images of different properties.\nImage 1: An aerial view of a large, rectangular building with a green rooftop garden, a river, and a bridge in the background.\nImage 2: A row of modern, multi-story residential buildings with balconies and ground-floor retail spaces, featuring trees in front and a clear sky above.\nImage 3: A tall, modern skyscraper with a glass facade, surrounded by other city buildings and distant mountains under a blue sky.\nThe properties above are not representative of all transactions.\n: collage of photos::>"
},
"classification": {
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{
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{
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{
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{
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},
{
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},
{
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},
{
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{
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{
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{
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"class_name": "qr_code"
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{
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"class_name": "music"
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{
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"class_name": "bar_code"
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{
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{
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"class_name": "calendar"
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{
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{
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},
{
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"class_name": "chemistry_structure"
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{
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{
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{
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},
{
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"class_name": "box_plot"
}
]
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B6RXRESBMCZcoQASKK5MCMJAIUZzREwWkRoBshIiSoYJrGAoJSKsix6BZfYkjRLZqyZjJY9h0cnuRgKCClZBZkZjRBmzCwU4S5Y45y0Xedosk+TdR45w7McEgGPOhUJFBBzANxSm/PUc0aQrGX8sQA0k1KCwt27QCe2nU/dFcgZkmVYlkgCUHiCAEjiDNyMM2ZGWPZQyMxSoqFLZpyrlKtkAEKRXY2zydE5mhwuRoRHQCJppM0VyWpMAUjCjAwggIiAFJKLndC5sntEaA6ApIhw95SSZ82QBJDCI2LaepNjkj1YYi7cHQhF13Uh7f2j/wgnfuefvfzCK2+0VhFIyoJE/DQUCgUAzQEI4icFIJzgHADNASCJOUn46cwM9+EcgIgwM5I4QdLMMMc53I8BGWBQAkwF3qeZIECcEBHEjCRIuE/oGOYiAnOU+mo+/5mnP/fJR0sKCP6d//YfvPCd56uEbnz44AMP/NIvfopZvT7rnld1XRZF0zQku65LKUGEktgbj9tXf/jaH/7xH+7sbyULj3yUsXj2wtLa5mBwulcsHu4ftWMxmdXYOLs6Hu3V9CcuX7xy6cG9G9vX3nn7xu07Tc5FXQ+WltqcJ+Oma315edkjt22bcxcRw+F+tViuLC3nriWU4L1ePR2Ph7t749EkXP3+YGGxXl7pjae7t25dXyywtn66yXzw8qM/9wufzZFu3bmXGxjKqsLBwdZw//Yzzzx2sL/94vdegC2F9OyzH01FLwLulGxvbzu6Aw/lwPLKan9hMUL9hcW19aWj0dHa2trjjz9+/fr1l19++Ytf/GJKqeu6paWloihu3rz5/PPP37hxY3t7+9Lm+oOXNquy1zTdZJzruleV/brXq2Arp06NRkNQ/X7l4W0zBdR2XdM0nl3C/v7B5uZmr9fL7K6/c+funb1Bf7HLfubMutRBHaWVleX19fXs3f7+Tq/XGwwWSCwtLW1vb4/H4ytXrgyHw+eff340Onj11W+XVenqXFlU0zQpMdV1VZcpoctNKop22kVY17b9lZ6ZSfCcq7oa9Af7B/td29VVL1k5nbbj8XQwWKzremtru06pLEvQu67Lua3qIiWqY0LVTKcplRCbti2Kqq7qqtb3v/FtzP1vz70JIEIgDGTgXSJFw4wEwACCgEASBIPgDCBYizmSAEgKIAmBMACao0DMEICId9EIgCROSAqIcwAJ4gRlEQGAoAhZAFAIgCJhjiRMoTimYwEDEBEEaQkCjXEMIQJIKYWUIzxCgCS3lKWY85BgUpBmRgokMUcwCSHFMTmpCELJCJoIdzdar7SVwgd1VSQWxoqWSCIQ3ghjZ84ZoBF9U1kkowqDUHjAoRzugc4xbnOb1YUymV1dwIM53HM2s0QzUlJEkJTkSG0ohwckgbKIMBKkInPOzER14RFyKUKe5YHO4a5GDM6BVJQUAEkAEoyUGWiiILDrvAtIojkAM0spDQr2ylRCDFdwkjHq8tijcbUOSe4BKRGJJCDJzBLCPTBnIEAIJM1IKnvk7DnUitnD3QEYnIiQCBitQMHEtsutd7lz9+iyZ49OjFR79i53Cs1ACkkR2//oP8SJ3/tnL77w6tWWNYFCXUAi/hpkAJCEOQv8BDog3IckAEmYCwkAAZL46UjiPpwDEBFmxjnMkTQznCCJnyDAoAQYZCowQxJAREgGESdEBDEjCT9JcwAkRQTmBKvVfuEzH/qVn3m0pIDgE7/621XJyro8OVhbHPzGr/za2tJqWfrCopKltmsn40mXu/Co6iqnst9bTqn/7b968Z//iy/f3b5b9QtGV7Oo1s+sXLii3nLbqWKppqtZunIqrenGpu7Zx648funi7es3b9893Nq6a8bxdGzJTq2ueOS9g+m9nb2IGI8PFxb6qWDXNcsry9XCQr+uVk+dIuJwf2/11PJ0PK5Ssbezv79/uLa6ln26vXPLNW6aUdlNT62tr2+c//RnP1f1V37w+hvZkVj1rLx753rT7D79oUc9Nz94+ZXpeFoWp85tbp45ewZmou3s7Zd1ZcTh7tbO3n7VG1x55JHHn/xQyCQMD+/dvXvnwoULXde99dZbVVV1Xbe+vr69vd3v95944omDg4PXXnvt5s2bvV7v6ScfgWcaAZ45czalIne5bbujvaPV1dVJMyZieWWxKAtSZVGYWdt2ZBodTe/evbe8vNzvLRxOD9+4+hZZD/pLghaXavdpmdiri43TG4Latt3Z2T5z5ox7LC8vuPubb755+fLlfr//1a9+dWdn58knHtvduW3GwUKf1HC4nwrr9+soLKCubZtmOhqNhsPDoiirqhxNhtlzr+61czlnEL1BDbCZNqCF6+ho7K5kZY2iLEsgutwAMkNRpq7p4MIMMZ1Oy6I8OhqdXj/d6OC1v/gh5v73b78FwLOTMBpxgqQRQEQAMBpxzMwIhZwzRgCyDEASaTgmzAgA4QaAJABJnJOEE2aGnxRQQCRxH5IAkhJEzIkRDAARgRklAJLsGCSXAEigLAGICIUAI5MUCrngoiQzA+By1zEAooUwExFZyqB7ACAxY2YSZgogiZIiQkBQESEBEGSkRQTJwtBP6pWpV1pdFnVKhSHBGd6ExmERAcGMlalMrBJLRqBqc7SRsyKHug6tR5PV5sgeLjhSFj3CwyVxThIAkgAchYfcXSEPBSAAwkwokiVAHuFEG445hYqwLLahtosOFN5jUAHhRIFEhiWlRIOMqXVNW+88HAGApKReweWFfi1ZbhWaOiehScQke+sUKIUkk0wiaWY+E4wIzFGAYKQdY6LcPSJyzh0KlxQSZHQiJAFIlgpZVky7rvXcdsjZc87uHrBpmCR3l1SIACRFxJ1/8O/hxN//v19+4ZWrLSsASRmkQLxPggI/JhAzkjBnFO6TAgYCkIRjIo4J7xLY4qcTIWKOAAgWKPEuEoASCYJ4F98FgngXQQA04hhlCccIEYBBQQYIiXLKBBMRhDAXxDECkAIndAKAJMw5ixLTz3/68c997JEKx/jR3/yvp+M9tQdLfX7imac+9fFP+sTrmmXZSoqIqqoioiyKlNIoFdNWf/bn3/nqV//kYDiuF3pFyfMbGw+febDtL96e+s606w3647294fa9c6dWHrx8cXtvp9+rzq2vPf7ggzvXb2zd2dqZ0Iy5nexs317ol2aCfOtgujccLa8sFQWWlhaKyhYGvd293Yz6sUeunF5bz3laGdfX1w72dwdV79obb+eshx96+PadG3/53DcWlgqpq5pxWfc//Uv/2ulzF9++ubU3nKSqXyCxbe7cefvMmeUL589874XvHe5N+r3l9fWLmxcuoEDn3XA0fOOdN3P4Qr+3urAkWgjnzm9+9OOfWF3faLpucZD6/frWrVt/8id/8mu/9mtm1rbtaDSKiLZtx+PxK6+8cu/evd3d3Q996ENn19cQMZmOHn/8saoqq8oWFgfffu65va2jixc3D4ZD9/b8+bNVXZqBpLu3TXfv3u7wYNTvL66snOr3Fq7duDHcP1pd3ajrQUr0mGafDnrFubOn67rXdd3R0aiu6nSsELpbt24tLCycO3fum9/85ssvv3z58uWzG2c21tcG/UEq2KtLKMqy6NVl1BaQAjNN207Go7Iqy7LITTOdTgUVqRiNR23bVlVV9IGCR4dHufOmyYeHR4eHo36/bxOOx+OmmYRc8uxtWSbP3XQyzjlHxHQ67rpuPBnnrmVdvfW9NzD3B8+9hTmCNIE4JpAwMwARAaC0RFAQjwEMHCOAYACICJJ4jyQANJYAIgKAmZGMCEk4YWYAIgJzkmAUoTkAJAGQBCCn0UBihqIJgCTMiCAkGWmgFARnBMCIGUEQmbouS4oIgQGTRCOALAlSSFBCQdBokjLUkBEeHqEAmMwACDIwwXyORgHCjNxdQQmCjEYgmQqiLtCrqkFZFsa6oMk7qQ2EAoKZJaoqrE4sKDI1nTe57SKylDt2QuvIruze5ejETnQxgJwzTphZSkmSByLkHpoBAgbCs2OGMBJg9uxglnCMioisLLSB7HIhFJJIADQJgJkBKEhjWEJRsLBEpWmXG1fbeesdADPDjGKxV630e5bbnPPUNe28E7tABwoKd0kIEJBEMmcPEUDMgQTAGSCRJRERJHPOAlKyGfcIyBUAIoJgbtHlnKnWvW0ju+fsMwFmmU4UMAIxd/N/+i2c+N1/8coLr77RoqIhKQMmEO+TIxw/nSXhPpZBET8mUPgxgS1+OhHCMTMDQNBU4D4sEu7DOQBmhvuQxAwpK3Af0QRKkAJQEiAEEUQQEC0MAElJEYETOoH7ZBQlx1/4xcd+5aOP1hBAPv0b/7nyeLGPTzzz6LNPPlqDyFEmgl1dpl5VzNBS2Ru4cLvBH/7R17/zwkup6Evc3r63sbH+0Q99qBe9GCxdvbtzmPPh0bAbHdRUZfZzP/szGxtr4/Fwoax3trfvXr/Tdo7euufxvVvXTNOytHBPRTHOqSjrwUJ/NDoSfWGh96lP/cKNGzebzEeuXBn0e4TqsojIXdNQkCAmgru798aHO5HH3/2r5zTZ/dgnfvaBS1d2D5vt4SjVgywt9GpMJouLvc3Ns3s7uy99/we5ZV0tXr50ZTAYNN209daZ79y9fTQ+OhodJaaVlVMLi0u0oijL/sJSOhYLC/3bt29XdfWFz3+hKApBvbrXK6vtnZ3n/vIvr169evPWrY3Tpx++cqVXFuOjo1MrixcvXSBiYaG6c+f2d777/OMPPVv3q+Fw+Oa1HwX86GiYCvvs3/rsA+ceuHnr9gvf/f6Zsw8URb2xcXb/YPjmG9f7/UFR9Oq6lxI9mlRofW35zMZ6znk0GufOU0pmKUKTydHw8PDKww+/8uorz/3lX1555Mq5c+fWV9fqojTSiOydQWVZRES21uURJA0gCRKeO1N4eEopPAQpRCN71kYcHR2lVAJWltV0Ou3V/YEX7i45iZSSe05FktpJe6TQZDKZTieS9vb3D4cHsv4//9KXMPd/Pfc2ACMBKIUlkpAEMAnHSABJIN5DAymcyCAAggAEAdAcQFgJICIAmBkAzeGEmeFERAAIimYRIQkASZzILtA4Z5QR7yODpCQAJQqDQXNEMHCCSAA8wt1DCJAASQCdAicEAyhBEkDRFArNRIQUISAlIy3nTFIKAEFwTqEQ3EOSkaK5LMFLU1WkflmVhpJKJhIgBCiOgSyIurSSqlKRQ63nLrILObN1ZdGFrvMukANtoA10orvrRFEUZkZSEeHh7pghg0khM+IY3T0UMx7sRIVCoZCYOimL2eWRI1wSjhEigJQSgIJelsmS3FtleIegZSQPOQKAmUVEdjdoqSoHRQJiKuWscLQ5MsIVCtEoMQKSSEYoREk+JyNIzRXkICVJEZHMCuayKCR1XdcIjSveo5yLznNWTHPXZbprJsJD8BAAzRUwApIi4vrv/W2c+L2vvPbCq2+0qGhIyoAJxPvkCMd9IgIA5wCYGe6XHRIAo+GYQOHHBGb8dMJ7UjIcI2W4jxUJ9+EcADPDfUhihpQVuE/H0hSmHEJmkaSkCCKIICBaGACSkiICJ3QC98koSo4//4uP/vKHH6khgPzwL/+dleWFX/rMz2+eOVWlztQwWrJIRW+hspoe7qgG1l+5vX3w9Rff/sa3vnVqY91S6ppmvDesxIcvXiqtXDl9ZpqxvbvXNZNox8v9evn0+aeeeKxOee/erf3h8NbO/r3D6akz54smHe3fLHG4vlo3XXvUohyst5O8duoUyel0urGxMRgMLl68ePv27fF4vLW1dfr06bNnzwJw97ZtBVeBLqLq1Yu9qujam6//6NUXvvvwUxuPPPL07rDdHjbZkiqy1P723aWiXl1db6adVEwnXb+3uLCwNKgsJbtx40ZKaWNjYzQavfHGG3e27h5Oj87M9Xu9oiz3dncFqEg09vv9lNLa2tqpU6fKslxbXesx3blz59atW29ee9OzP/3MM8vLy5PxkPIHL10si7TQq4n4sz/9RoSqYokFXd76dNpOrl67utcly2EAACAASURBVL+/+yt/65c/9uzHX3n99d2d/cuPPFrXfabi2ttvj3aalZWl7N3y8vJkelgeswsXNgFMp9OmaYqiSCmZ2d7eXgTW10//6OoPf/CDl8uyvHz54uYDm2urp5YGVa/f69W9lBKI8CjLEtZ4dBEwS13rEt2Vu0554u4RISnn7O6SolzY2T+8dfPW1tbWZDIBAeEjH/nIcoG27STz7GRhTBFo8uGkO6jrOlnRtW6pbJtMWlUV/8N/919i7svPvQPAzEgoOZMIAiBRwABEBIBEAiQBEBTmSMxkx08gIGiGDEsAFMIJ4pjwHhoJ4n2SQyAlYU6QgIgg0AVBIwnACIMwQxAgnaQgAKWKhIT3KMwBEAQgkTQCHuGhACQoAoBDAkCCcJrAUMxQTEEzIykBEEmPkEQSgLtjzqEZkhECCBEEhCy0SCYvqERUKZVkYpTJChPpRiMZihCoKKjS2CsrACFleUido3U5LAI51Obogm1omtUGIhRSdgdRpAQeM49k5hGKABhkRJAEYGYAcvbwyLBOKcIjJEXrCpqDOSui9ciSAEoMGICiSBIMOZkEl9xkUNF5BJKHnIKgd9ESURP9lGhqEV0bCgLWROcKRQCQjFZIABShABXy8IjIQEAKAaLUM0spGa1MqW9uBnfv2m4SGOfw96jN1kV0EQ51GdkFKTQXel8BI45FxFv/47+JE7/75VdefO1ay5qGpAyYQAARAYAIg/DXSbgPEYDwYwKE+zHw01EgjpEEIAAGkgBIGk3hRiOJOc4BIAmAc3gfKSsAaA6As6jUVjFxpaZYgGiKIIIIAiKduE9E4EREaC4iMJdZlBh/4Rcf/5WPXqkxQ37h3/5PP/7xjz37zJNtM2J0BicdMAAFw0KWSqsWbm0f/j/f/IuX3tlKVRnJPCKRPm58PD29uta0sbx+ZuP8xeFoXBor+mh/OxWDpYXe+dOnmsnRweHw5r2d3sp6qnrDrTsLPW2s9ZPanb3Dw0kEB8vLyxc2z5uZu/d6vZTS0dFR0zTD4VBSXddLS0u9Xi+llHOmWVFXo8mhJSwOyuWqfP6b33jw/PnLTz02GrfX3r7VuSGx6hU7+3d3trceuvhghK69+U7bamGw/OgjT5w+vVEnTCbjr3/9603TrK2tra6ubm9vF2Vy+vr6elmWJM9snPGIo8ND9isA/cFgeHCwvbNzamWFZguDwWjvoOs6STs7O+fOnXvooYcATEbDs2dOr62uKvK9u3duXn9nd3vr0qVLVbGQI6bNaNJO7mzdvvrm1aIqPv0Ln37ysae+9/0Xl5dXz21urpxavXHrzvWbNwe2ZIal5UV3p7kZz5w53e/3ptPpeDwmWRRFXdcHBwe7u7vnz58djY6+9L/+L8vLy089/WTbTsqyWFpcOnN6o9erq6ouyzIlq6qqrnuWumQsy7que0Qik1mhCEZrZpIiwo6x63LrHE/bra2ta9eujUaj4XA4nU5//ud//uz6QlFUuzt702m7srIagb3d/Zdf//7u/lZK5frqRlUt5E7J6qIoJ5PRP/79v4e5r333bQA2lwhSnANAEkBEABCOaQ4nzAyAu+M+JAGQFOCGGZIALESBJICAHMIcyUIEQDIiHBCoORBhjDkAGaVAzGkOgB1jonDCzDAXEQQTCMDM8JMkYU4SAAIuOcIJBSHMSCJgIICIMDMZAUSEu+MESUkUOAN6uJgidAwA2cEi3MwAWIQZAZAsDRaekqVjlswZYoSJQFmkVCUWJlCtlOciokHKQhdsXa2r6bx1ZJlLwUwSc7WzJEFCEJEpzxk8ZkQEwqlgZmoRec4jxARAwkxW5HBFkMyhlnTPBAEQBGCkzQAGApDkEQELKeccEQYVxkHVK2g5d13kLuAwF7JiRhIAkyEYEZhzw4y7R0QneAhARLhcpiKlAqysGBiSGQB3bzwmXY4In4locu4CTVaWFOYekgBEKGfNYK4QAUgC8Obv/CZO/P5XX//+69daVDQkZcAEApAEgAgq8Ncp8BMcEH5MoPAThJ/OBAozpAEQpSSjYYYwGtyNRhJznANgZpgjifeRsgKA5gAQMfCjgaaNY1qvdqghBBFEEBAtDPeRBED3iQjNAcgsSoy/8OnHf+nZh2sIIP/nf/IHDzxwrulaM+tyZ0aQkjftmIKlOqX+zTt7f/zN5964dqNYWW69a3LX5lyVZep8vD/s14OOdcd0bvPyuc3N6Nr9e7cPdrfKbGurp86dOX379k0m9pdXyt5gZ2/3zGq68tDFbnp09Yc/3N2bjCfY22+rHh966OLZs2d7vd69e/fMrK5rSW3bTiaTGzdurK+vX7p0aXFxEUBZ9iaT6Wi6n5K3zbBClNITj1y51/Zu3LiZuxyeq5Lj8f5kvL+wtFhU/Xfeub63d1ik3vlzFy5sPri0tJyQ79y+/eqrr45Go7IsV1dXi6KoqnJxZVBVVVEUo9EoIvr9ftu2q2c3Vk6dcvete1tt2y4uLrp7eOxv77j70dFRURSXL1/e3Nzc398f9IrT66tFkd568+pzf/Hn+7s7H37m6SeeeALZjiYjQdt7Oz9680fvXH/7gQsXPvvpXzq3sfniSy9tXri0fuYMmV774dVJ0yyWy1VVlFWRcy5KrKysbGysjUZHbdtOp9O6rsuy7Lru7t27CwsLOcYvfv9733/pe2c21i9cPH/n7i33bnlp5ezpzfX19c3NzYhomubg4KDf7y8t9Y0wK8qySlZWVQ+wmZJKliyZ0YqyKMsSgntMptPJZDIcDiMCQF3X29v3tg9umBXb93bOnTv/0ENXxuPp66//6MWXXjgaH0ZwaWH1ySc+vHbqHFkai8Oj/X/49/8bzP3pyzcJmBnNCOE+kjAnCSQAzeEESfwkSQBImhmAIGakAGAi5jRDOASAZESUMAAkJTkgEIAkEE5EhKSIyCgFAtAcTpAsE95HEnOSCCYQgJnhX8I5AASMluVOdJ7dBREAZwCEIsLMaBYQ5jQXcyklSZUdAwShc3mEpIiAmVvh7jR6dkpmJolkohBhM6SZVRVKWgEy5DJCCVElpZTCDIC7R0Qb6gJdoHU1WW2O1tU4XKJBcwAKobBEEgBJUDlnSUYGIkSicFeWdZC7hyJCQUqQAoJLwowkuOQ095yzA3IZQEBGg5TMUkoAIsKBmHH3CEjJrF9UJc3Du8hdqHW6FEAoZgBQpkBEYC6IGXePiAyGEHOukAWBFKgsLRSWzAC4ewc22WPO3VspB8ZtzqGcoRAASe4BJHeXBCAFZiRFxNu/+2/hxO//4evff+1ax5qGpAyYQLxPATkAEu+S8JMKgPixAIQThMjAjDAjIAz3M4HC/YhjBDFDRQJJQCSNxhDfhWMEZ5QkGvH/MganP5ql53nYr+t+zjnvXvVW19JL9TLdPT37DGeGooYUKYnWQhmCLDiO/cEwgiCfE+Q/MBIEDoLARoAAQQzDNmjnQxDAdhIosq2IUkiREvedM9M9Pd0zPb1Vd+3Lu51znue+8tZpFtm0KMK/H4OQAQIBApSZ04LHzEtDLcZOPOygLJTevXW3e+65sHi+ZrsGQRKREmT4MUkgTU9xdwBqAEgIBaa/95lrn33tSgEB5Df/4huj0TgJlmUxKbnq6K7KMuV5t1L2YGPvT770tdsf3A95i5kSXIFlXZtUyPY3t6bT2rrD7uKpay++enb9/M7W5s13fjAbHSyGvNvpDE+d2tzevnj5Ul4UBwcHdZx95pPPdTudO3c+3NzcnUw8t8He7mRaHTz/4rOnT58uy/L27dvb29vr6+vD4fDu3buSZrPZhQsXrly50uv1AKQaH9y+5ZrU1cH29oOXX3xu9dRasPBg1DnY36XqjKmeHR7sPr50Yb3d7W7s7seY6sqJfG3t3KC/CITZeP/G9evT6XRhYaHdbo/H46IoTp0aZrlCCP1+P6V0eHg0nU7KWdk7tRjyvN1uHx0ejkajdqdzeHCQZ3lVliEEQADX19fPnTs3Ho9PLQ2KLJTl9I/+3R9uPHxQTief+ZVPfuxjH2tZMZlOjkajzZ3t6++992jr0Suvvvarn/5sxtb9hw9XVtYWTp169Gjz3sNH7U6nUNHptGblNM/z/YPthYWFZ565UJazOQDtdjvLssePHxdFkVK6/t73aP6d73wLiMOl3v7+blYwWJ6HhZWVlcvPXK5jnVLa2toaLg5XlpaGw8WFhWEImSe4o6qiu7csi7G2BsmiKLIsy/MAeYxxMpmUZdnr9RYWFr70pS/eevCuxLquX3rplV530On07tz56PaHt+tYV5V7tJdeev3Zqy8RmWTb24//9f/2P6LxrRsbZkZSUnQJx9QIIbg7AEkgcUINACQBkARgZgDUYAMASQCSALg7fsKYIDbc3ZIAmJkkp7lE0t1BJgpASgmAW8uF1MAJkgDygJ9gAw0CdPyEmUkiiQYbAOROUkCEopI75QLAOcDAOTRECMckAUgpubuZEegEZCEI8ORJSC5BciWhJlJKBF0CDCAASZwDCYCYM8aMbIWssIxZINyUTMkAmGVZRrKqquQpCbOoMqmOXjuisxJjcgfdHYDL5bITgSjoLsndpRpJMCKTM4m1PMYIwcwSQ4qRpKQoByAJQHK5QziWUqwUYnRJ7sklMwshmBkAowuQBMFhBHNaEJKnOtW1WDvqJKe8gWPBXe4OUu6SAEhy91pwYU5S9Oh0A4JYhKyfWTCTlFKqhCp5Ssnd6xir5LUrymr3FOEud9cxAAFAagTHnKSU0t1/8ndw4p/+8Xs/uPFhzRYNQREwgfgpBxwASTQk4WdkeIoJFH6CEJFwQkA0PC1zED8lUsRPkKDhCZJmhgYbADKHB6ZMIMwVBGMCYHAAJu/Wk1Ysu5pmYepWFfXUIFj7m29/8PAI1z7x2+yfLpkLzFSbopNoSHIXmbk7Gmqg4e4A3EMb09/99LO/9rHLOQSQX/jTL0MSgoTpdFaWdVXVrVbo9LrKOjfvPvry1797+8N7LnpKqRxlRd7ud6OnIuQo62o0LWeV9RafffGVtfOXprPq0YP7t2+8PT7YWe20AVtcWd07mrzw0ovTyVGsy4+9+sJSHzfef//R5k7R6i0N11YWzwblMx8vDAcbGxvufv/+fXcfDAbuDqDf72dZtr6+bo2iKLYeb31w60aqR0cHD8+vr/3yW79SVXi0tXeYup7K+3ffz7PUztXO7Mqly9v7Bx6K06fPHOyPYo3FxWU5gTDa397YeFiWZQghyzKSg8Egz0OwanFxOBgMUkpVVZVlOR6P2C7Kuup2uuPJeH9vfzAY1LEOFo4Oj9yTgLquz58/f+HChX6/321ns8lkb3/3S3/6hZ3trdlk9Nc/99vPP/9cv2iFLJ9Mpwej0Qcf3nnn+o2Pvf7Gxz/+yXKaJtNZf7AQhfdu3irrNFhcWOouHh7uW+Du7u6N996+du3aK6+8WNfVeDzO87zVao1Go9lsNhwO/+zP/mx798HnPvdb799696tf+/L6+bWDwx33GqC80+l2+/3eZDJxVzDr9no+i+vn1q9efXY4PBUsb7e7RdH2lHKGlLwsy9ls5p6KY62QmSBAZkHyYOHo6OgP/uAPRmkzpkSEwWCRDGurZ0bj8cONjTrWMXq76D177fkrl58d9IcxpY2HD/73f/IP0fje+xtmBsndo+gwAO4uycxSSpLYAIkTJHFCEgAzwwk2AJgLAEkAUS4ck8RgTqhB0pIAkATgNJfMTFJMMRFzkgC4tVzwhiSSACQByEwAzAyAJJwgQMdPsIETbABwd0gC3BAhOT05AM4BBpqZuwNw4glJZiYJgCRCHaQ8yyyYuycxOSR3lwM1kFKS5O5RASAaEgTDjymwDrSMVlhgYBaYmYKSEYRlWUbS3VOsklQllAlVTFVULdYOh7noLm9EyCEAIYQM6tBDFgAQnKqOyeUmWXK4oIZLYkDD5wAQgjw5GSACkEvAzK2qU4x1Sp7kDplZCAGQqQZAHHMrXGD0IICIHmswymL0RLm7JHdPghAEHXMPoCRv1ILAOXevUy1THkJGKyzrGoIZgBjjLKZakASgrutZSnWSMytjSlEpuX4M7nR3kiklJoegxof/69/CiX/2hZs/uPFhzRYNQREwgfgpBxyAmaHh7vgZGZ5CgHiKnJ4A8BgE1BCekoPET4kEiZ8gSKFhZmygQRJA7kiBKUNA3fbKUCemgJjHMqgqvDwVD9ryAlGIMaSysp3tvfsPtz7aGnv3dLF0/vk3fqXOFyoGcxHRSTQkucssd3dJANRAw90ByLMWJr/76au/+trlHALIf/VHX8mzrJ23ihA8pmo6M6JVtGq3H92684W/+Na97d3aE5nqctqq47SahXYry7PMQiEL0ceHIy+K7sKp4erZvNXafLTx6N6H5fjw0spwsHSKrd7O0XR4aikL/sYrL3YL23pw9+aHHzFvH4ynqUovXHnhuUvPTr2a1eXGxgYbs9ns+vXrs9nszTffXFhYOH/+fLvdBlCW5dHR0WR0+PDerQ/f/+G1K+d++RMfb/dWbt/ZOpqpTLMs1zvvfHsy2Tt/du21V1872Du6/cHdTn9xeXllYbDU7Szmebsq02QyS+VoOp26e1mWAHq9Xr/fr6rp2TPDwWCQYhyPxzGmuq7d0zTFOtYkDw4ODg8PO51OVVVlVR2NjmJM7mlpaens2bOdTndxcbHXzRYXFu7f++ibX//a3TsfPnPx/O//3u+trCwX8JTcQubi4+296zfeWz9/YX398nhcZ3ne6fQ/vHd/c3Or1e0V7fZCqzubTVwpxnr/YOfixYtLS4uz2aQoijzPR6PR7u7u6urqrVu3vvjFL55aWTh75vTZ9ZWvf+PPO92wu/soeWlZCKHfbrcBHB0d1XUdYwwhDIqFXqe3tnZmbe10t9NfWTl98eKlLATVPlfXdUrJ3UkCiFCVjsnl7gAOjw4fbTy69+jdW7dudTt9F04trayvnz88GB2Ojg5Hh61WbiGkFF9++aXhcFHS/t7Bv/6n/wyN79zaIunJBR2DcEIwSWhIMjM1AJgZAJIAJOEESZwwMwhzJOaEpwlwnEjuAMxIEAwSSbh7cneDu6ORYC5IAuSgywAIIJCBAIx0HQNEECRBiABSSgCYgQaQcuXGILEhqKZcip58TllKgDBHwoxzcsexABCAS5mBcgkkzRjoISAYaGKiJ8gpMQoV5Z48eUypRAYzAGnOXYYGIQ8OI7MsBAuBHui5MTcZZDCSZkZS8hiTS8k9Oitn7ajF2pU8JXdI7l4pJBdJSSZ0zUIIZoZjUccQ61iJNQyAAM3BJZcAiRZI0zGXAIGky+Wq3avktSO5ophcPIY5A0CQlJRcKbncOWcUFSPq6HJLSHM08zmGBEspSYIAdwDeiPIkAZCUGVrGLAsEg4WMuaTUKJUquVwud1cU6jTnMaUqwkVIApSAyOQOKblmdPcUHCbc+V/+E5z4539y6+2bdyq2aAiKgAnETzng+EUyPEX4GYSohDkdw1wwAGoACDTi5yAJgAQNT5A0MzTYAJC7UmBlaGO6lA5asxHqsmWpw5irIuqp1XFcHu4fPdjauXX/3s7O/mhvN5al2F5/9pXh6vmFM89cePkTdb7goCCRaEhyFxAAqIGGJG8AkGcdTn/nU1d+9bVncggg/85/+ff7vc7SwsJiu9PJQjvYQq/f6w7uP97/4je+e+vxduj3E1OsjuSz9synszKaqhgNaClkyXc2t5kHZa3KefrceqrL/c1HTPViC8rC8vrlgzK69Nlf/9SlM8sPPvzge9/8fnthYfnceYRCMS11+v28GNfx/qNHd+7cWV1dXV9f39zc/Oijjy5fvnzx4sV+vz8cDkMIAA4PD/f29vZ3H925/aNBW7/0sRdXV87ce3Q0KlsHE2TZ7sONO7v7j6o4eunFF9bW1r//vbd3tg9CaPX7C+fOXVg5dWY4XCayGN2rSVnOSLp7Sqnb7br7eHRgKD0dm5Wz/f2DbrczHC7V1KPHj/b391NKMUY2UkoyxhizLLty5crZs2fH4/Hjx4/l1ac/9db3vvfdjQf3Fgb9X3rz9U5ReEovXb1UtNsxOkNrVlab23sHh6M62urKervXHR2NN3f3JCJkvX4fVUypFnx1daWqp51OR4pVVfZ6PXff3t5ut9s7Ozvf+973yrJsd9obG/eKlsU0WVld2D/czDLlrcLZNlpdVxbCcHGx2+0Nh8PV/mqn1Wm3u3lepKgQcrOs2+kGt5BlsY51XcUY6xjrqp5CtTsAa2RZVtfx5s0b9+6/s7W11e8PlLi8vHrl6rP7ewebO1s7eztVPQOiqzxzZrXVDqBaRffP/tUfo/HtW9sAUkqSSAECQBIgGHDC3SWhoQYAMwNAEidI4oSZ4SkkAZDEMRGOE9ETAJIAiAAQgCQQEfIGAKeB1I/RRZwINAAk3V0SADYAAgSQYgKgIBBsmDxAEEgwBDd4I7knD+6QlDxJMgskJQEgMoCS3D0YCCdpjUCYAajNQFCJUADMndH8iRhjycxdcy455AAkl3tyE0iaWQihCGhlzI2GFCCDoUFSkrsDcPck1mIVVTmT5BAAb5SO6CIpCY4CgWZGWgiZOQGXYh1LV2LAj0mI7poDYMwAqoGGmQFw9yrWVUy1q3YmEABJSRBAyAVCEkEQc5IcEhATYg2AtceUEgBJERadyRMATy7HE+6eoCSfk1SE0MuChSAXADlTcpd78goeKXeXFFNKMG9IqiMkApKgBE/mKSVP7j5BkisIAbz9P/9NnPj8//fB2zfvVGzREBQBE4ifcsDxi2R4SiKEnyJkSgDUABDMAKgBgGZ4ignEMZIASNDwBEkzQ4MNAC33KoQ6oOf7S+P7veluCyqMwTQdHb397tu3th/tPD7a3ZvOrL12+dlTFy+H6ujmt/+i8CTpypXnilPrgwsvXXj1k4lFEpx4QpK7gABADTQkeQOAPOtw+rlPXv7Mq5dyCCAv/+Z/3um0W3mmWHdaeW7stlutorW1uXP3/oPo3un161h1Oq26rkKKpFmw2WxW13Wgxboe7e/lXocsOxqNW612t9OeTicEckyT48y5ywfjannlzOsffw1MDx/ev3Pn0dWr1y5cvFzVPugtTkbTw/0Dr8dHh/uPHj1aXl7OsqzX67Xb7cFgkPX77j4YdBcX+1WczmaTw8P9ux99f3/7wcvPf2Jt+fKjjaMycppqJzcPv//wwd1WFpaH/WuXL310+4PtzcdVnZh3Ou0+lJPt02vnV5bPLA1Xao1TjPsHByFkw+Fyij6dlo83N0azPbksWIxpd3cnhJCSi6rr6O4hC0YDQKNZoIrZbLyyeurFl66dObMynY2+/vWvTg6rq89cefDwXrfT/vSnP3Xm7FpVVTvbm+mofO7553v9bl3XKcXJdPrgwcOqtkuXn6+U3d/YnFVp0G3X03FuOL26tL2zszgc5nkrQSErxpNpp93ptIr9ve26nLSy7Ec/+H7GrNPu3tz6AIpFxmvPXXYvNx49bHU7g8HCQrff7QyLfCEL7SyzmMqQJVhGZlkoLGREloW8LOvpuEwzVXUZU006KTCFECyzkAUa8yzkRVYU2fvv37xx48bt+7elaavjdTlt5Z2lhbNxVoxn00l56J6EumhlvV4hJVLKcf2LN9D4xnuPAUgCQIrECdIyPMUbAHSCJIAQAp5iZgAkmRkakgCQBMAfEyGSkgAkOQCSAOSUMEcSRCJSSu4OQBYESHJ3zok04oQgkpLcHeCcGUmTTFKKEYAb8RMejSAhwcwCTRBJd7mQXHPJ55BASQAkERlANUiBTmsQmYcQaOYWnIRkkLnTHQmuhks1mPyYpKQ5AyApeUoxWYNkThU5O1kweoAMJomNlBJJAJKSEJNqV5QlMQlzMUZ3r6UkAGpQMncJCiFkVDDOAYzuLkgyUnNIguTCMTOaAEkACIYsyCWoinV0ldGrpORM7gDMTJK7zAiQhEsEQEJyyAklJLdYpxpJrrk0h1A75A4gJk8ySQDSHCVADQMygTRJgNwFQdBc5ckJSQCSe4LhRFXWEowEEKOqyudSSi53OWiABNz8R38TJ/7FFz/80ft3axYggmrAAOKnHBCeIgk/IwAgiUYCROEEAVMCoDkcCzQAagAgCeIYCcAkCHNmRgAEKOIY58yIY2wAKKBkVgd0/Wjl6HZ3tmG5BStgdvfeR3/6x/9vv8gWBufOXnjeekPrncqeebnQ5Pa3v/j9L38hTzWVzr/4phYunLn2xpmrL8XQSu7CMSrJ3ZED0BM4JsndJQFwD21Mf+eTlz/9yqUcAsDf/a//4c72ZlnOYjmLVWkU3Ckf7R9sb28nT0Z2Ot1evxfr2G631AghlGVZFEVd1+dOnx7v7k6nU08py/NOu729vVNWZSwPWkU71hZrXrly5bO/8WuPN+9/9atfAazb6wfLNzd3rj37/KVLV3Z3dg/G06xodTqdZ565lGX54eHhysrKzvZ2p9c7Gh2FwNl0MpmN5L6zu53iwzdfu/bMxdc/vL27f1CPp2XWDQ83Pto9em90uD9cHH7yEx9Hitfffmd7Z/NoNGbW6nS65TRBOZC1iu5wuLR2Zmlra3N//zCE7MrlayFks1m5d7AfOkFSCMFou7u7FmxODXeXRLKu6xBCu9Xpd5auPnt5OOwJ8eKls4dHu1/44z/afLizfGplMhl3Ou1f/+xn1tZWvvWtb7766qtpVP7whz/82MdeO3v2zMHBwWg86vW6i8MzYnfncLqxvSewk+f9VtZv5YuLna3NnaXlU0ejcae/MJpMYaHX63sdDw+3X335ubXlU5Ojw0cPH91+/26+2um081633Wm3q3qW57mLDCygWGd1SSmQFjKfzQ7LqMm0zLLM3es6zmYzAO12J7lc6vXaNJkJUB3LspzVdVXX5dbWZsi4tfX44caDg/39vclRp4Nrz60TaX/7YH+rqstcgpCKIiM9L0IIdMVWK0+W3vvKTTS+8d5jNHhMq6kMiQAAIABJREFUgPBjFAwASZxQA4Akd0fDzPAUMwMgyczQkASAJBpmRsIokpIAOASApOacEp4QkCgA7g4ggcIxdw+kQWaGRqJcgjAnORsAzYJEbwBIovATDrgZAQJowQBIMgsJSikJ0ByslqWUJLm73ACiIbrTwTkQ7HgRgpm5BTlqF4AgBTlAuTsaTro8pSQpJjkCAEk+hx8zs5wqcraCBbrJDTYnCQ13x4/J3aMswqIjRrrkjVrukABJyVHJ3F0um1MEZBbmCMBdkpmllGgCEMwASjALauBnJaUEm9VeRa+TYkoASAKQRDKE4A2ccLmoGAGEFBWRAAiKcwp1grtLSq7KzV1zKSU3CprDnKAo/AQdgNEkRaXkxyS5VDvmQgiSvI6QAEhKSbWbu6cUATC6AAVG6N3/4fdx4p9/+d4779+doSCRqTaJIP5q7o6fhyQASfiFSOIpktAwMxxzwAGYGRuuaGYk0QggAJJmRlJEgSpZIWD18PrS7EMWrYwtetx6fPcb3/izYF3lF23QCZnStMhOnbYs9Xt48N7bj2++h3p/HAaXn//lPGud//hn25dfN6hSkJT7NPN6Zh00JLm7HBLcHY0k5l597q0rn3n1Yk4Bzl/7L/7+9tamu88mo0AUgYDMY3m0v7uzW1alhKLIi7zo9/vK2r1eryxLSVmWmVlVVW+89sbh3vi9Gzc63W673Xb3uq5XV1dbLdve3BqPJs9evLq00B/0wts/+vbyUu/KlXPPXXt+Mp4+ePCIpIS93f3HpU1qjMfjPM/Lstx4+PD1119fW1ub7O6NJ7Ol4ZAWNh5u3LlzZzBYfPmVM1efPbu3G3d26lmFaTVlqPYPtvY235NrVqeU9Mu//NbFSxc/und/72BfxzAejw8ODsbjydHRUdFqnT413NnemUymZgEKrVbbXQtLS8vr5+qqSu5mtr+/7ymBHHS6cHU6naWlpVar1e11i7xwV6/opxTB9Oy1y91e8d3vfuvGe+9Ox9NyVgEOpCtXL/f6naOjw6IoUKUffP8HFy5eOHf23AcffHB4ePjJT33yheffqGP74dbe4NTKrCwDPM2O3nz1lclknGXZZDqrXHWdjiazfn+Qt4rJdESWr7x87dzZtcKy73z7B9WszrrdvCims7LfX9jb3T8aHa2fPbe7s9Vqqa4U67C3e/T222+PJ0dXLl9aOX2OZJZbXc+SV1U5K+tJSvVRdRBjXFzsjyejg4P9GKvZbDqZTvIsE9yM0+noaHTU6RQuWV4I1YX1lZSmraw7OdTO1nhrY1cpFUXe63XBFGM9Ho9JMfONtzfQ+MZ7jwCQNDNSOEGQNJByByAQgOZwTCfwl5BEw8xwgqTkaJjRzIJxThIAhzCnOUAUIAmNSKSUSAKILjYEBdIAIzUH1ZQEl0NyFwCj0WhmEN0djSRKkERSlOA045xQeMAcAUl0lwMg6GBCcHc16kgX1HC5m0CCANhlQTjgNIiJNIkSCRj0BAAaJbkk9+SWFFzH3F1GSYBIy6g8WICkZPBgzOwYAUHBjHC5QyLMaUmMjtItpeSN5HKIgLsq1xRBUkqJZCa5JxhBGmggADMLZp5mBMwMJB1GSqDRXXPBgrsDSKqTGGFVVJ28TrVAF0CjANJIl5K7JH9CSnJPBALERLlcgqeUGGqHN5IrihIAuiPCAUgCIMEdcpEEYOYEBMnlQh1jSglz5MwBwYzuopL8mCTCkjN5cneCwZGUEhDhP/gHfwMnPv+VB2/f+mimgkSm2iSA+KtJws8jCQDn8ItIwlNIokESxxxwANYAICQ20MhoaFjDoQJVsgLk6uH14fQ28lbGFj1ub9771tf+pOflUTob+wO2i+lRUcWyjJP1c6s91o/fvzHopUm+VNtyr9MdFcPnfv33hytnZ2jVjqA68xiFJ/SEw11PAEhi7tXn3rr86Vcu5hTgfP1v/Vdbjx91Oh2PdYB7SoRa5j452t3dnc1m7p7cW3NFgc5iu90Zj8ftdhuAmeV5fvmZa/3+6d2dnRhjXdfDpaVnr17N8qyM07sf3u1mRS/Pcy/fv/7toOlf+9VPPtq48eYbb7z11lvdXj/PsjwvYor7VXY4qw8ODmbT2c7uzjvvvHtwsH/q1Knr19+9feu2FM6vP1OW9d7e4Ruvv/n8C5cORke7+9XeKNUJZO1pdP36d6udx/3BotPOXrr80muvV+LbN96zYFQcjY4uP3Op1c3Ho8OFhf7G4wfjzV0Sm5tbMarX7U+nVUrp4uWrMwaXzAzA/v7+uXPn3nzzzcWiI6muqrIsx+Oxu8eUPPnZtbOXLl1YXV0uivCjt3/w//zhH1TVjPDNzceDQa/VKspqaobhcGE8HjP5aDTu9waDwWKe5/3+4PXX31gcnLt3f/dgMn3l9V96tPloNjrwavTclWcOD8dZCG7msii02t1erz+rysQSmN14//ujw51Oq3fxwrVgrU6+UFYeFQ7Hs739o+WFQadotVvMW9GYF3k7Rh0cHGZZNhwOu92hgOs3fnjv3q28pR/+6DvLK4u/8um3/vSb/+7s2bNnTp++d+/u5tZWWZZZFiBlWW6Gw9HBbDoOwZaWh6dOnep2F1Mqy3J8uL/T6wxSGY4Oq8272zlzktPpNMuCBU7Gk7qu8jb2bu+g8fWbDwGQtDkQAEkzg0B3M5MEwGkCdcIlnJCEE5LQIGlmOEHSKEBosAHAzPCzdIKkgEpwd0kAJJE0MwBsAPBGJBpyd4gS2DAzku6OBkkAegIQMUcScykAMBJzTIDwsyS5e+lBoJ5ISI6o5IQTGTzYMc5JgebunIMMDoAkAHeXRFKuhBARUkqS3B1PMYBCCAGA6GQ0oLCQMyh4ZpbR6RECkAGQFF0TMLkDcPfkwR1qVK6pCECNLLq7EJgoB4UAwOaIQjUbZpYBAXB3MwMo0efkmFN0MsnqpNpTTCnBqiQHiQBALgBOzOmYp5Rc7gmSya02d3lKDighRNHdU3L3JEWA7gYEh1wOCUBMXjvcHQ1DIiCJpGApKcYoKUkzBUkQJBcSoDkAgSGWtSQ2ALg7gBjjt/7B7+HE57/y4J1bd0u2AGWqSYDEXyIJDQk/SwAkAAIQQAq/gCQ8xczQIIljDjiAEAJJzNFJAmDDhCfMjKQMhapoBcnl/XcWJ7eVFbm1Anzr0d2DnQ8/8czSl7+7vRXBbuf+venG3ffKWL/6yqshzar9jdWFmK9cPagHaTopi95ssP7qW7/VWl4vlQswJVNUA4DmnHqKw3Ivf+uXLv/KK+dzCnA+89m/qxR7vR6VYl1SnhkLohod7O3tzWYzdzezlFJRFHXW7XS6ksbjca/XGwwGKaWrz76wvv58VVXuHmOsqqooCpKWE67L5873QmizHO0/yNLo/t2b59Y6ly9fXl5eJiF5CKHVaoFWFO1+v99utTqdTr/fd3nI8r04nk6nO9t729sH9+4+nE3rtbUzs8re/+DRnY3dqRfMMvhsb+vORx+8a5MZGPJuL+v2hmfOLZ9d/+4Pfnjm9Jl+u7W59ejc+lodp48fP1haGlT1DNOyyIs8ax0cHJplKWp3d+/iM1dL5lVV1TGeXltbXV0NIeR5vtwbwFUURbfbHQwGw+Ewz/Msz7t5UdWVkWU5+ejunYcPH7insp6NJ+PJdNTtdnq9znhy5B7fffddutbW1lZXz6ytnh4MhrH2xcWlVIfd3bJ0Rdrw1DDVR2k2unrx7M3bD86fv5AV7bzVKivv9ftVFY8mR4tLnSwvv/fDr7x9/ftQfnbt8sLC2lJrtdUfTuvQH64uLi7E2Xi8tx1Y744elWV58eKlwWBQTtPZs+udTi9nx5XqOPn8v/jHv/7Zt/7R//Tfv/raC5/9zU//4Rf/TbfTzYtjeV5sPt7a3dtttzpmYTw5qusyxnpxOFhbW6mqajwqi1YGTwe7e4F5K+sqhf3NI9QGoK5riXNZlk2n0zykzdsP0fj6zYcASJpZMINAUhIBE8xMEkknXEJDkEs4ISdANNRAw8zQsCcoQCTVIAmAJAA2cMLdJZEUUIPeQMPd2cBTNEcSEOBzUnKxYWYk3R0NMyOpBgABJCTMmROA0KAEoSEJJyQ5MoBzLnn0OqXoKRIO0WUNACYYKQkACSOFHyOOuXtydzHJALi7JDRI6pgDNBIkDWQ0IaO1shwBmTEgZYSBFAHoGGqaBPc0NxEq1zGfQ4wBEABJwSGi9hThLgrEHGlkUDQzNnKgyDKSADwluEAST9QJjGJ0RveY6girklxGGCR3ByCjAEkul0TSk1KyGFMNn0spgaxltUNyki6Xaii4UzIRyZO7A0guwSSllADIkwCSAFx0R0oJQEypdD3hLjOamaSYkoGeBMDdAUgyMwAxxq/9t38dJz7/5w/evXWvZAtQphqESPwlkvDzSMJTgmDCfzySaJgZjjngAEIIAEjQ8ARJM0NyACTNjKQMucrIwsyW9t4eTm4jb+VsZabNRx9dPDd45cLyP/6XX5jmRXc4uP/RodcHjlZeDI72t84s8tpaejwN0/xcPDoYV9W4dSobrL/wib9WLJ+vmVGAkrtLAiAJMAjuLsndxZB7+Zsff+ZTL6/nFOB8/rf/s1SXIQRCsZplBrh7jF5XcyEEd6+qajweu7u1ep1Ot9PpZFmWGnmenz9/8Zlnnrt9+3ZZVq+//rHhcLi5uRljzDr5xt37y4vDLPpiG88+s/b2979+4dzKhbOnL1xYTykCAhxMJAuvva7quRizEFJKkrq9bhoUnVa731/o9xd6vX4WctL2DvB//duvfuf6B14sWl502/zSF/5gZdCd7u1Nq7LT7++ORspCa2FhPCspWFSrXVT19OhoPwTmBSeTccuCke7e7y8SodPpra6uXrh42VksLCx0u92lpaXhcNjtds2s3+pAqqpKEoC6rkejkSRDImlmKaU8z0mAohnImCrJ796989Wv/fnOzmaMaTwenTlz9uho/OYbb60sn263+6eWlve3j6pKNTk4tTSrJgv9Yu/x3fUzK9Oq1e12i043JhXtjsPqKo7Hh6un2gfjB1//9hc+uv9Bf7B09twLi4MzrXpwMKmufezji6tn9vd2Cqt/8PUvZSgX1xafe+7a1vbGt7/9nXJWX7364luf+PTy0pl2u/g3/+f/8e//6P8eLvXuP7x1+szy+vkzu+MNgN1uj7Bz585Pp7MbN96LtQ8GC660v7+bUh0ynj9/bjQaeUztVovA9uZOJ+8QlodielSND2cAZ7Oq2+nVdWq320dH46Vh8eDGh2h89cZ9MwshmBkESAA4BwTQzACQdEsulwRAgCQ03CXPSeLnkWQNAGYifj6eAKCngZH0Bk5IAsAGThhgNJfcvZYcP0USgCQ0zAxPCAaYGZ5IEYAkAIl0/IfMDMcMAEmfS54ctafKY3K5OIeGCcEMgCSXYIGkuwMgCUA/hpTk7iRxwsw0Z3Q5ALnTSCKjBTCjOTwYcvOcyM0yGgBJIQQAkjx5TLFkqARIMUYXPZq7SLg7AQGRilLSHCQAAiB3kgBIFmQgQwg2ByFFkmYGgEwuVI4qKiolT9FZiy5S5nI0HHC5JBwjAHdAFpNKjzGlGGuAtRgFdw8hgDA6YFXpMXoCXD4HgDQHNedyucOSuxoxSaIkAAKSfE6SS3IQJiCl5HKJAFLD3QGEEAB89b/5HZz4l1/dePf2vYotSZnqRAk/F/HzSMJTMiEI//FIomFmOOaAAwghACBBwxMkzYwuNMyMpAy5ysjcLJzaf3s4+QB5K2cLituP7505M1johD/58s3Dara5dX/vcbm1uzOaxrLO11YWXn5u9W//6qXrH21tzhazejqZjbYmiNmwt/7iC2/9RugvSVa73B0NSRAluLsaDsu9/M1fuvTWC+dyCnC++Nt/r9PpVOWsmk6CSSnGqpxMq6p2SZ1Op9WYTCb7+/tHR0dZlrVaraLR6XTMrCpn5XQy3j8o8vzis88uLy/funVrMBi8/vFXq1m5dmo1Zzh9avDO976+vr68fnaNseWeilYIAUUry/MQgvWL3CCSWZZhjsxCiDGqjmVZVlWVUh1TLaWiKPbHevfD7QeHVWwN273Fvc2N80t9nxz823//h4+3twaLfRiUWdEtYFjoDTuhu7Q0XFgctNutfq8XsrCw0LeAXq8nZ5YVEOs6DQYLvd4AsqqqzKwsy7quQwieUpYfm81mWZZ1u10zCyH0ut1Yjc2MtNHR+ObNm9vb22fOnF05fSamVNeVK968eePgcO/UqVO3br2/sfEgJbzw/MvPP/9yp9VfWDgVrDjcP4wp1WCr341eLg6Khx/dfPzgzq//xn8qozFLUpa3HJaknFhbzA4m9z588MPbd258dH9TvrC/G88vP5svDNVdXL96dTTabttRGm14OZpRFy+u7x9s37nzYV1B3vr9v/G3H91/1O10vvyVL37wwXt1nExnh2fPnW61MguxquqiaNeVh5DH2sfjiTEXIMWU0uHR/vr6uRDoHom6mlWLC0vlpPboJsyms+m0ktMsTCd1UbRiVJYVVRlNk8NHj9H46o37ZhZCMDMIkMxoZgQCaGYANReSyyVhjgQx5+5yyVtq4AQJgGiYGZ+AA2IDT0gAAdGoJwBJACRILjGSLofwEyQBECAJAgKIIBoNgLtXUEJDAiEXAJIAXCJpJAACQTQSxwQlACQB1ELCf0gSAAKCIMwRlpLKVEcpSo7gLkAATAhmANw9Jk8MwUJMEYDRAAgCQECuOSNBAgJgNEmJSHJJ7g4SQCCDmJm5khmCPKMXxlbIwpxZCJbzmHtKMdUwIYCo61qyyODuAiQBiilFKMqj5E5J7g7AHS63RiYZQKPRMmNOx5zQqMmQaHVSdK9TrKIiLDkIk3tyB+GAw1NyABYMkidzh2QVUkzRk7u8TogyQBaCewISZO6ItSJ8jqSOQRZc8jmpdrrL3SXF6KDNpZQwR7lL8jm5SQSQUqpijK6YIkHXMU9JkFn45n/3uzjx+T9/cP2D+xVbADLVognEUyQBIIljAhx/NROIX8SUAJAgiTllAAHQSFAhuSUABGhGMAgkcaKQkzQaCZKJLNJMDLCss/desf3/8wWnwZqmZ33Y///rvp/neZez9em9ezaNNNJotIwECBEWSRBBSKBslxObAE5IpVKVuCqbq5w9cfEp+Z58SeWTKxUDtimgAqnYYQkFCLQhiUXSjGbpWXrvPqfPOe/2LPd1/fOet3VEJ4b8fq8ezWeHhydHs8Xh0VHv8e7924eHR90wNHW9u7u3f/nS3s4Okevt8w9Ohud3hqtbWMyXlRFRHh3N5itEfeHccx9+4ZOf6etxuAABiJAUDKMAwcMlDcyZw2c+9vT3vXStooDgB3/0Z+Xedu2ozt1qmaC6SkxN7/bo0aOu6wA0TTMajSaTyXJ+LGkYhq7rwn08HkfEub3tZ5++UkrJObv7fD4fhmG1WhVfJdrzz77v4x/+yN2bb+/tjq5fOZdyStrP2SJKVSWa0+RehOQuAFVV5ZwXi8V4PM4pby01mUzq2miRayP97t1b33zj7XlUMb2I7YtKzYg2jmE4efTg5L6ArZ3xaDpicjFSlZrUTPJ2RHiJlBKIMgQIpeLu4/E0QjnVETDLdVVXTHVdRwTJ6XQqwcxCAWC5XG5vb5Psuu7o+Gjo+9XiqO8HkqU4ZKPRmGRBZkqjUbNaLc00m5+89torb7/9zqPjh88889yzz7z3ypWnqjwdj3YePjioc3Iv1WSyKsN4Wnk3e+2Vr7zvuad3L76/aepVO0y3t120VM2Xq2vn95+9MEnNvNpuf/dzv/WP/8mv7e2/9+ql9x/enf3AZ3/82LGMUjfxxjf/8O1v/mG/fGST3elW0/WLw8ODKo8vXnhq1OzevnF7PKpTZW+8+erW1tSjG4bu6pXLbdeWvpTiRK6r0Xi8NQxehpgvFqUUMsrQV03e290ejcf96qBr+72dC6tFW6eqdP0wlPliEWDTjPvO3VVXo2GI8Xh8bqv5xle+jI0/euWmmRFMawZDpJRwimYGwIzY0AYAAQ5FBEkA7gbhMVEAtAHQmAGYGUmjzPhtAEMRASIkmQOICAiCCQQQa1KhIIAEkJxGWwuFJDORDMloJHFKAAZFCZcEMjHlsFAABFAQAoynDEwg1kgAVAEgCUAQj2kNCBgA4ZRo7g4SgAECB1fv6l0elISNbEoGkhFRXB4JWsMajTgTlCgGGJHNCAdAnJLMQ4PCIZEIErSNigJEUAowjKgsNamqcqpyZENCmIqpkihBiuI+hBcwkGApc5ACgLu3zqUzPEIBsBQLSZBZSgxS2DCyTqRRESRTuBkhRITTOo8i9I6hhAWKNMhFECGhiEUUzAgv7h4hrRwBEvC1IolO9RCgWsFTpjglSEJEKFCQA3LIFeEOUGERlBx0CKGADJ5dKojei0IE3CPCh4iBHIZBwprTwoWNr/78j+PMP/zc7Vdu3OrZAMgaRBOIJ0gCQBKnBAT+aiYQ/39MBQA3cCoBBMANpQAdG2ZGkAJJrEkAGsjMSAIg6WTtrWCpbo6+8Xuv/d6vrrou5Xq6c26+al99/fXp+fP7G5PJpK7rQh0/enTnzv0HJ8NTL3xsEt1wePPq+fHl3aqK5WyxuH+stm/K5PJ7v+9HLrz3A5RhIzYYhg33kFSYKpbPfOyp733xakUBwY/80N9pVwuaSBUvEQOJLhDMUbroV+2qs6qpJ7vbFy6mGqWUYdUydHx4VNFyStvT3e/+2Pc1TePuANy97/viZVz33ezeD33vB69fqNuTh+d2dheLNqxuU12KSzTLhJllwEQI0Kmoqso9+r7rur6qEoBsliEfhiQ9Oji4d3jCybmBYxud2zq3LwzDcOw+t9ht27ZpGkkpJUmj0ej8+XOWYhgGkjnnqqoWi0Vd17vTEQmSEVFK4UaE+r70fb9YLBWS0LadWUo5cjaztFqt2nY1DIO7Q5xW49FoVNeNmYEgGOErb9uudS/zxayqcimDe/zJ175ycnzrytWn/uUf+Ylc7eS8PV9G20YQqbaUjOFR+qNHhzfeeO3k5CTV493d3clka29vb2trJ6VUV83V/b1L02yjIar2t37/t37n9z833b380Ze/9/78ZDVvf+LHfvzBvbvHj+79yZ994f7hrSp7nbxfwYdqOS9D1+/vb7m3QxuWqn4YJpPJ4Do5OUm5nmxtncCStz47OtdUF89d2Nvb73o/0WrVLw5v3o7VMhGoEkYj1NUeRgPVeQyBbNmCI6ss1/V4ZGSVq2Q4Pjrc2tra3d0dZf7Gr/0aNr7w6m0zI2lmdTajzAwbJHGGZERIAiDAoYggCUCRcCYkQY8BNGZs2BplxjUABBK4BiAUYQ4gIiSFKBFArEki1swMgCkptBYRoFLikwCQBOCSh4cCglmysIjARkEIIAnAwAQ+BoBwAJIAiFjTY6SYcMbB4g5AEqSQPNg7SsiDIWHDGGY0WkjFvYRJIonvkASISImZxlA2Mzi+I+AeheGAaJSFRyhI1mbciAghADchw6qcckZTpTrBoISUmACE1mLw0g7eu1xoKlZVMpqgCBWP8FMl1EYT+jYgSDxGwAzcMDIrjDSziHCgcy+OzjWUkMOhITwIQR4YHEXwABSSzCykzlncI0ISYQSKNMgB1aIZzZKZCYJOheSu4hjcC+WKCAcsnOEEBQYASQCjmEd04X0ZFIAgCcAQ0UskI8LXhAhFBIA//vl/DWf+1z+6+8qNWz0bAFmDaALxBEkASOKUgMBfzQTiryQpwbFBEgCZsEGCJChQJAFwDUgiiMdIVpSZ4YzTmmgFs6pu3/ziG3/wa1UzavuS6/FsuUp1E3Uj6fj45OTkeDabPTw+IlClJk3PX3r2pZ2ti1Wscnf/fZewk2btqn04s7blzaP+5X/lb19+6eOmDEAbEQGZcCo8JBWmSsNnPnb9Ex+4WlFA8IV/6afabtn3/XQyquqUEqs6m1WLxXL26CD6Zc4p1ePII6vGbHJKyYBs5u2QaOHOwHuee39VVSTH40lEjEbNcrmcNKH24G//jR/+V3/0+xlL9MNy1smq4651j8V8tVp1pZS27VfLbtWvujIMfT8MQ9f3ZkYgQgEDhAh4SbDlbH7n9q1FH5P9K7sXnh7SVKnePTf1Mnt0cPvBvfbcuXP7+/uj0SgiSAIYjauUwt0BRgSJu3fvppSuXrwwn89PTo5LKcvlUhIA9yhFJEspAJOltaqqRqMJgGEYmmZkxu3tbbNU11m+7PvO3dtVu1ytFGFmrOjhZuiH4Z2335nNj65du/7qq688uHfrAy9+6IMf/Ng3X7lxbv/p7a3zHqlq6tyk8Xg0Pz4KH+az41e+/vX5fJbq8WKxqKoKsJSSme3vn98Zja6e28qj/vzVyZs3X/v8F7/U9enTP/xjH3j5w1uT7XM7e//sN/7Z7/7fvzkeW9PAsg/DqvSpTlvj0e7W1vali+dAvfXmjYeHB3VdJ6v6vh+iXL58FeSD5Ux9r255YWf3Iy+9XI22lp16rfpuduOb3zy4fZuMXFUloS3Dla3dtgyeM3Mtl6/6mqmuR6kZkUiWck7dajWbzQWP4nffeQMbX3nzAQDbqBKNWsMGSZzRBjcEOBQRJLGmDCAiAAgSTkkCqCAAPoYABMDMCJhgZiklEM4CICIkeUAiAEkASOI7ZBECoDUEKZJmBoAbkkhqAxsEgRQbAJygMSIkGZCZJJE0s2QCEBEABAnfJtBBnBlCHiEJgCI8QkhDcHC5ECEAJEMCYWaShuIlAgBJACEBUIhEKIzItDrlyiwxuGFrIQIDvEghyFFK4UZKOUIAIoImUBaiy4yiqsQmsWmqDAIgGApIlIrYDtF7gGHGqqpIqxgVHUBEFI/WGw+PUISXiCAIgIwQzVJK3MjhRmJDkMt7R1diKDEUG8KH8CAKOAwRSAUsLoUDDIVCQWoDpwSIAkBCVJBMKeWcAUS4BEnD4H2JIaKPEoQiJHihZAIcsWY2USrOAAAgAElEQVRmEqJocHdqCJcbYRFBsnj0xQVEhCSnRwSEiPj8P/gJnPnfvnDvlRu3ezYAsgbRBOJfIAmnBAT+aiYQfwmS2sgMnCFpiXgCAQIpJWwQSCJOiaSdEjZIAnBaE61A5rp984t//pu/ON3e6QbP9XjZ9a+89sZJ7/PZbDyejMejCxcu7pzfn4xHXhTVzsybRZu2miqt7p6vjp85ZxHDbDWkgq/fuP/yT/6dqy//AD1hQ1JEuAgQQGw4Uq3hUx+9/r0vXqkoIPjcD/50161ylc0U4cmQ62wS2n41Pz5+eBfy0XSrHm+PtvY85zKUnZ3txWw+acZ919U5T8bT/b1Ld+/e8eLPvee58Xg89MNsPpvPHnTH93/qb/7wv/vTf62sjhOZrGaqxJiMJ7SkoFlOKQNcdW3Xt13XlVKWy+UwDMu1VXu0GqIMy2XbrdrVYnnz7Xe6rjs4mu1dvH7luQ9cfe6lB49Onnr62m//9q9/7Wtf2N1+6nu+53uGYbh+/XpEuHspZTzOqfK+74+Pj9t2tVgsDw8P7t27t9VsAci5appmNGrquh6NxlVV5VSnlABUdVVVaTQa5zUb1XWzs7tT1/V0Ov3Wt74VEUPfpnwiRdd1EdF1Xdu2kh4dH73z7jtDKQ8fPJjP5+5R13VKqW+HK9eeev75F7/1+q2rV597eDAfBlmVcqZ7aZfzpspPXbvy1ptvNk09RJJ8NBpFBIjpZBIRF8+f35nU5y405y/Xf/71P/7aV78KVM8++8ILLz4fSlWeLOarxcn80cG9t958ZTJtFkPfdyGvqnprVE/atoWxG5Zd103Gk/l81nddXSV3p9lgJVG7k53jo3lqdjqvI0+IeayOsxBtzyi5MmYNPmyZ2tL3YDCFR8OqUgqpEBJIWkpYEwWEuLj/Jja+euMhNkhmg1EksWFm+MuICEASSQBEBSAiAIQkCI8JEcQZIgABMDMCJpgZ14xhDsDdY00GEBsEsiUA7o41yxGKCJKggCCJM9ows2xGEBIAgS5GBDYiURsAKJjg7iTNrK4MQERoDRK+TWDQALg7gAJGhCQAhDxQXA4bXCUYEQBIlpBAAIJCcoS7kwQQEdgwM4UbkMAM1iknC5I5ZzOrJSMLoiA8wosUIkESqYnQWikFDBoymGGSCgmVTFWGOllV5ZRSRMgjA04bnL1HV3r3qKoq51QlNAZLiaQkiu4hxVobGNwVEuQhMZmZJJKVwkgAZkZGROmKhkBxtCX1XvrwwUtBGoJFLGLfFxKAIkIhQTgjOamKlsQqJViEZGskAJKSinvx6Ac4VKASrvAIRFgUFbBAa9gIj5DcMITHYOF4zD3cJUARAAp6j/DwiPjcf/uTOPMLX7r/yo07PRsAWYNoAvEviAicEhD4q5lA/CVImhmJhAAgCQBJMADhjIkGmhk2CGYSa6SZkRQKAG4AcFoTrWBW1fNv/eGdr/xmqquQifnho6O3b97eu/z07u5uVeW+H+bz+Wy1ms+Oq2qEZm+y//Ro+9zx4f0Ju6o/asry2uVtw2ILfP3W4bOf/tcvvvyDVjI2tOGkQADuLqm41dF/6qPXv/fFKxUFBJ/+oZ8hdG5/b7lakOFeSETfj0JlNTu8d3NxcgQYcl1Pt9NosrOzNwxDvZazJKOZpcsXrgwbuzu7+2vn99944413333z+P47P/O3Pvvf/Wd/11cn927fNjYXL10ZuqPlsqvrJlmOoFm2tcSUaMlSSgRpp2g8bh3gMPjbb739a7/66w8fHrar9uKVy1t7F/L08vlr79vev/St177xS7/0Dy9f3Pvoyz9469atq1evXrx4cblcDsNwfHzc9fO2OzreADAajSaTyf7++f2tC1VdpZSqqjKaJQPgHlUebW9vT6fjqs4poaoq97JYHX3rW69Op9O93V0Bd+7c6bquqlL4fO3uvXteStf1i8W86/pUGaBhKGSOQM55uejadjX0+crVa9Pp/t7+ZY/86GhpqWECVJaLRbuc7+1uV9kWJycp2Xzl0+nEfYjwyXQ8nY7rus4pX758YXuHk8nw5o0//8aff/1DL36Uqgd0JezB4Xy1KtH77NHDslhYQpfMHUMxqaY1k8lOrprOF32/MigisqEM3Wg0GoYupU4lUh6FTfavvW/n8vPzviqzW/PD28vj+aRuaqLvToYyo4YcHbIVpjCDyEE5LFc5AIGilUBfyu7OngPzeXfy1hex8dUbD3EmGUmQNDOSiSKJJ2gDPCUIwppAAEYCKDoFQBvhhjVijRDOEIBAo5EAgwM2dMoggmsAmEgAEQFAZhBCgQ0pSAIgCUBSRJCsUkqWsBFSiZCEjRDdg4SZCZDCPSRZMhqxwTWAOCVAgAtr7gWAC5LwbZIIMED36IXBo7gC9OAaSAARIckVJSIgKQCQNFKSAQmsYHVVGSMZE5XADJgxoJBC8GAoSCPgNEgIURIQCAIGmhkQRhABiYycU2UpmyVaeAkpRA8NxqEUgGYW7gQBpJQI1VbMLKcMQIHw+DbBaRFBUIDCzbhhQCjCpRIqJXpUffE+0Bd35Lb4sutlFhFGg+TuIRXiMUmUJygzVSknI8xISIg1gKRBkHuod/haRIlwJHco5B4lUKASIWItI0AG1A+De+UOSRHhkgsevkbSQ+4OQdLv/jc/hjO/8MUHr759p7cRgaxBNIEAJAEQiI2QCJAAezwhB4i/oDD8f1gAMBpPAQisSSQBkAAEgDQAFpFCZoYNksYEgKSRIBMLHiPWSFAQWDFObn7zm3/wG7sjtL0r1XceHJzMV6wnZrZarc6dO9c0jZuV0udqjPG5+/NgbvanVffobu6X/XK1PW4u71Y7o/Lm3XvP/8DfuPahT5uIjQitdcYAJEWEpIJUa/jUh69+7wuXawoKPvWpf2s6Haecuq6lhXuhAYOPhLI8Objzdjc/BjCEHImpWhuNRs1oVDV10zSSCHbLdo2kpOlkeuHihd3d3a5r29nDv/bj3/cf/ns/1c0Ov/yFL/Q9fuhTnzq4/+6rr7z6wZdeunTpyp1b98h88eKltp2t2vl4PK6qyj3WmqZOKQ+oYJlM77x7+x/9o188fDQbjyb7F845rNm5nqeXJzv7s8XJFz//+y9+4D252b9z587169dJfvOb31wul8MwpKSd3dF0a6uqqq2trarKWgvVbHKuShmaZrS7u5tSKqW8+eZbJ8eL609dvXr10mx+Mp8fuw9D6RbtrbffuTH0/Ww+V8RoNBqGUtUVLZVSUkru3rZt13UpJQJefLlsl4u272My2Tamvi9D3zz7/Hub0fTCxWu37z4MVckqJiD6YegZPqrzYj6rElerVTXaBaKu82J5cvHSBfd+a2s8dOXS+YvjLY3Hw2tvfP0rX/ryz/3b//7Bg5Pf/YPfWw5eUmPWJMtYtam02bgykrkZbznqEtXFS89evvL00eLh8fHBcrFoMhA+dKtMlGFlmJfBUx6z2bv87IcuPvfR1qbD8TsHd95uV8P+zrms8uje28eHNy1Wib1S6iXkSiVSpAoG0BX1aNwNvuwLrLp4+YqlanG8vPu1X8HGV288BEASAEkAJO0UKxNJPEEb3AAgCYAknAkgIACSIqQw/NW4gTUWfIcMMPxlAsIZPcE2AEQEyWQpp4SNiHCFNgAo6B4kzSwIV6xJAqBk2DCzBBLfFlJRAIgIABGBv0CAACSFNIiDxxAsokQKktwDkhmd6NwdgQgA3BBAMsMqWpWS5FViZagISEYjqTXAAyGRBDDAs+UEmCMgVwAQQIBybmDNwogkZjCnZAZJ7i6ppFzCJZEMVykhycwIVCaSaS3nGkiEgHAPIcB4TCrhAkgCkARAUqxJvVIJ9IFVN6z6GCSXwgCYIbl7rEnFTPg2i0hSSgmApJRSRGhjEAFlKptADg53lxShznOEPDw8XCihoigQgCQHEI+h9qBvBDRQ7g4h1jy7u6SI+J3/+rM48wtfevCtt+/2NiKQNYgmEIAknBI2JAE0I9jjCdlBPCkBxBkSTAJAEI8x8AQLEafMDICFG2Bm2OAprJEECKBi4AlGCUnAyPzWa3/2uX/+y1gcwnJXJMuTra2nn3t+NBodHBzUde3us7aNKL2r1DvYurhsS+oXW2itXa4Wq92dvcaXe9u6+fDhiz/015966YdAYiMiJPVmAUSENgpT1vDpD1/9xHsvNRQUfPmv/6dHjw5hWi0Xk60xESAJmizak0d33vXVLLyIdJhWnSDLqR+G6e72ZLplVRo3o37VlVK8lGEYLBlARdDMfPn3/6Of+w/+nX9jeXK/X7V9F+Ppzvzk4Z27dy5euDQeT1995bWmGb/4gRfv33/3xpuvf/y7vuvcuXN/+id/mqv8XR//rsNHh/fuP9zd29+/ePndm3d/8Rd/+d1bdy5fuVbXqYTYXDhpq4OTdm9v7/z+Vrs6qaYXptNp3hiGQRKAlBgxWErJLKU0lCKJID1yzqWUruubplmtVovF/MaNd5pqevnKhcm0vnPn5q3b78zmj0gcz9/tuuVkMqnrWtJoNNrZ2anqejSegpzNZvfu3VsuFiAjXB7dqpc4n7XDoGxNzk3b9Vef+sDu7rkLF68sV8PxySKQU67dO3kXXkZNJS/tcp4ISVZtSQ54VdvO7rTvlw8P7nob56d71gzM3b2Hd+7fPXjmuZfCR6oaNOO0vV1PpkPfLe7fK8eHSb6QUpWb8XRQ5RpfvPL8s+/5YKTouuWN11/b2x6bhuPDB6Mqnxw9RDkMh5DT+Ny151++8MyH+rRdugeLk4c5TxIyh/b+zVdO7r1hsUQUVKkHrGrkyLLsKENhTpPtnZNFO2uHyfa5/YuXXOBi9dpv/0/Y+NpbBwC4ERGSSJoZicywDZI4QxKAJAAkAUQENiQFERI2IgQlAJIASMIGSQDcwGMsOEMkwCRhQxI2JIUk6DFu4P/NNggkS9gIhYDYkBTB8LANEQ5FhKRYM2LD1gTjKQCCeneckYS/QICSIkKAZIPksBKmUyHJ3QkqIqgBckUUQSAJ0hUiK1oSjYS8Shxly4ZsyWjYIBgQgZAghYFgEi0gIkwStBYhiRsARCeUYRk0goSZYaNQoVPubpbDVbxEhISEmjRAACuLlJnMAAoyUhIASYPC3SMCAEkA+jYMgWAqQtuXtqBEFGgIFw2qSimSPKIIwrcx3ACSZgYgItwdgJk5U4RTXifkZCG4eyklQoUj93CP4iUCLhWoKBygB0ls9M5SYg2AgKKQIkKlFKhyDync45//l5/FmV/644ffevtebyMCWYNoAgFIwilRAiAJgBnBgifkwJPIRBJnCBECQBqJjQCxJmHNFIAAkARgQAIfwwYZAEhioyLxBKOEJKDG8K2vff5rf/g72YdLV64OQ5nN5lblK9cun5ycHB8fr1YrM6sm47ZdTXf2ujRdpa3RZGc4OWiG2VhlOV+NxpMKXaweqapf+L4ff+Yj3+8iNiJCUslZQERoY4Cl6D/94aufeO+lhoKCz/3Az7XdShF9v6qbnHMCkZoJc8N+cXzvZj8/VJScq1U3TH2gcdmugpSBOdVNXTfN9nhsZrPZzN2rjWTW9o5h+bN/68f++3/w97w9Ll1PVqkaL9tZzlW4bt268+D+QV03k8m09PPVYnbp8uXxaHTjxo22bT/5yU8eHh5++Yt/+PSz7/nId33i8MHRr/36/3nz1r1qNHZvDw6O8vjSW3fmi84+/JGP3Ll1o67YotnZGI/HKSWe8RIgCIKscl61bbta9av5MAxVVUkCQLLv++lk69ze5dEov3PzxmJxlGvcuvW2UKbTqXvs758bj8dmaWtrKyLabnXrwdsP7t+fzWZt1zZ1A+D45KS0XZQwq4YeUDUebZVBdd1cfeb92zu74+nOvXsPkGoPoyV558PKiMm4OTp4WFepXS7G43Hbp9G4OTk5eObZp5aro75fvPatr2flxqtUuaoyQNV4L1f7u3vXzl1975Dz0OSoEqJdPrjrjx5w6DrCqrR9bp/VWLaztfPUzt61klBKf/jg7jhbk6OslvD+wf3b6O4PfSkFk93L19/70b2rL3QYd+VoiC7naRnEfvngna+vHt4Yp2462T44Oam3prKUrLICXw0+9Kmuxls7y95XBePtc9Vkawg1i5M/+9Wfx8afvvMIZ7TBx6DEAGBmKSWcMTMAkgCQxBMiQmRAEQFAgsJwJiIAcAMASTPDYyz4DlkE1kgCiAgA2ggIgDa4AYAkAEkAbIOCmQEgCaCERwSAiFAQ4GMiHHJ3SQCc+A5KiYYNAQ4BkIQNSSQBSJCgDazJilBEDxOc0GPEqaIY5A7FkAACUESB3JDBJCYjoSqxNmTCyJwySUnJzBgAIkKSQ2aWZUkIyqGIAAigBCThMQtCScykASTMDICZiR4KABEBEEiKcPdYQ0VSEgCCwikChBIFIKVE4xDh7vgXGBkRzjQElm3fDhpCRV6gbogSOSJISgoxNgQYZEYzIykpIrQBoMCkMHmdmBOrlOKUe0SvZhgcRCklAkNoiDKEu0RmkhEhaQh5ICKwERGShjJ48WRNhNyjlPJ//Bc/ijP/+CsHr7/7oOeIhEUvUCAASQAMYQgAkkjaKQGIUwKQadggiTXiSSaY8KSIYmYksWEogACYGQCjEQYgIsyMFFjwhAoZTzBKSAJHVl77ky+89vWvzWcndU7L5TybKXx7dyeltFqtLl68CKCLuHPn1sUr11ccHZWqhI0xpOWjndraRZuaOtmwOjywavyBT/7Icx/7/p4EICkiJAWTgIgAIGmApeg//eGrn3jvpYaCgs988t+kcXZy0vVtzpZyNkJVVkq1oj058G6h0g1dNx6N1bcRLCVAq6tq0c7IgbSd0bQeNYvlkgarLFeVpZQw6hbHn/30x//n//F/QJmXrs2WzXLxwd3Nqq9//ZUvf+mrVW62t3cRg1Hnz59POSmiqtPu7l54GVaLqhmNJtt3Hxy8+c6tW/cezBfL4+NHbVeO5np41F975oWPvPyxb3zjT/th5RHj8VZdTas8AQQGUMgEy4o+WSD6UZ3HTd21nYCubbe3txViqpiaPpibsTVNU1er5Yz069cuHx8fhJfJdFI3Vde1pNq2vXnrnTfeeH2xnC/Lo8VqZZaTVYZEx9HBo7bPKTUqpWYaNxMpNaPJ9evPPlrFC+//wLs3bwMMJsBCyObd8mQyHpUytKslFWXoqzXUs8VsujPNDRXdjde+sTw6qPMoWVONyVqecj2+cOX6h6ZbV/s8jjqXbEjGFGU5i9XM3AWLlLf3LzKPoDRO463xtNRctW3puyglQ3Wuhr47OToYVve6rhfq6d6F81eeG+1e7iJ3scxNpbAylFS6+7de74/vNcmfvnzt9oOD6blLqyFyShzasjxxRzXezqNJL/QFuRr1vffd0KwOvv6//zw2vnHzWFBECN/GDUhUAUDSzEgC4ikjsUESa0YDEAqFkEygIgCEUDywJqwpAgA3sEaaGUgAZgFAEgCJEYBEEkBEAAgJUuCUIIV4ygCQBCAJG7YGAlozMwABrZHUWgDgY65wCYDWgIIAIAmACYkGICJEBAlAEgCtRVhKBCQEBBGAADg8MLhcBgtAjxEQ4AoHApJnABJizRAkQwlMtqZsrI2VARIBbiQiIQBEhCSnjJZpJggKnSIh0JFCIglAcEAmJihcZiIZITOrKkICEIoIEEajpIgoCknYkLKQJAEikBEkzBKNLrk7CEkQ1iQBMDIlBlLv6Ip3RZ17W4Yhohs0RJYEICIgKBAKrFE8ExEeEe4hEUCqSGUiJyQoGySZWUS0gw1DCWAoLrEEhihDuAO02syKl6GU4iESgCSCUqx5uHsokqQIKPQrf+8zOPNPv3b4xs2DDjWAjCJQIABJAAyR4QAk8TGcCgkQAKPhSQxAOGNiCsMTIkoyA08BIDpAAIwGgExkAhARZkYKHPCEChWekAgxCRiZf+Vzv/XFz//eZHu8NW6i7+qEKucrl5+ez+fHx8d549F8NpudWNXEaM+2L9fj7f7kQd2djFXkqLYmQyzjeFmKvfjJz7zwPd+3pOExQVLQJEQEAEkDLEf/qQ9f+Z7nL9YQFLzy3T8ZEX3X9cNAssrZkolqxtW0qU8eHfTLha9WTYK8rEAoe8fdnXPjKt+993bOg3wYpXGuqyIP8zzKqcpDlHHsdIuT7/74+//zv/93n7m2d/fW2xj8Yy9/VOHHx7Od7f3XXnvzy1/8mpRyrsOxapdNU5uh79uhdNvbW33fZ3GytV0141ffeMNhYXb3/v3Do0d1PXbV794+3Dt/7dOf/WxqcqpshAgn0RB1hJfSwQYpBTKxWs3vHz189+krFz70gRcv7O+vwkrXZ2IY4mje3T1c2OScV+ODdhbu53a362Twcv/u7aHvZ8v7J/NHN2++0w+riHLv/m3Jx2tbk2o89jBjbZ6sQz9rj4fm+GSpdrk3qbfGk4eHj55+9n1FKW+dr+vm/oMH73n+vW+//U7XDwKS+oplNB73/dAPAySaERjL+hgme9slukcPb7/+Z3+yU6ecax9tpSZYyy3X40vPPPddKe11NZlT1TTunkZ1KcUjaJY9eRqPti9EKJd21/oL09xM+ytXLrerzp19X8qg2cl8Np/1w3I1lG4Ia8Z5vKNUl4AjTUZTIoZ2lah2tehXSyP2d3cfHq+ancvtoPCOfqTu0D2s2kauI+V+UFJWp+Vsca5afemf/lfYeOvOzBGdF4cImLDGMwAkmZnkgMyMpCQAZkYSQBK+g0ygQQhFCR9YAEQIgAUhcENAECTNDABJnNGTgIAARAROJYAAIgIiYDhDEmcYDohnzAxARACQBICkNnBGQDGFFBEAKpqBkmIN7EkAEQEgCQRIAhAj6BEGJcEClOTuJF10jzVJIQUREZJIGisJkrAhCQBJAEyRyIqptoTslCcw0UwQEBGSAJDEGQMMwoaZAdAGgDCIxBlJEYGNFEhm3NAGAJKSIgIASUkFAVIbFBJoZiklkgAiAkBEaCMiJEWEWYJVztSXaMNXpfRFbe9tiRIEIAmAJAARgTMkteGQu9tGBRDiRjLAB5qRxJqjD/SuVQkFEBgUQ7gIuMHYh/dyBcPl7gDMQMq9hBShEoIopXD88n/8gzjzK39y+MbNhx1qQBUcNIEAtAYlKFEAQsE1QMIpEhtmhjWdAkCIEM5QTEE8QSikESAJgBiIAEAzAARBAyDJSFCgAyDWCCAhY40gCMAAMQEcJX/rG1+58dqflbIc1fXxowNGWcznVbVV3EVYSiDr8eTR4cH23vlodh+swNzsNewP74xVVotVsz2talSBRyerlz756Re++5MrVjgjCTAJEQFAUg+rov/0hy5/93suVhQUPPfBH5xMJqu1toXUNE1KSYRVadLUi+Ojdj6vSYvw0peqHrrY371Q1yPvVgeHd429vIzr6e7u7qJfuEo1qoToylANufTLT37ipUsXJ89cPz8s59PR+Kd/+qfrunn1ldf2z108Pll87vc/Xwp2d/dXi9XxyfHFSxdHo7pdLZer+db2lOSy7cfNyFL1xutvVvV4uVgdPTpihqDR5PxX/vzNNNr5mz/zs9W4Hm9PtrlVN/RYpipIGSsp961U6MPs3be+Ubrja5cvvvCe569duY46jUcNS2lG01dff+fVt+5cfuZ9tw5Ofu+LX5wfH7/40geno6au073bt+bz47476frVcjm3hPGoWazm41EzHk+EaW6a2XK5WKyGdtBy6Gerk351cnLM0mcoHPPV8PL3fL/V44vXn3/9tddG4/G1a9dv3LgxDEMoWFbbk6rtht6jLyGapYpmZba6dO3iop098/SlP/q93z66c3Nv3FhufLTDylmrIG3tXL3+9EdS2ilNZjKZpWRhBCnIklWoBtRWb1GqyupC7RfGvLZ18ImPf2gymRJ5tWo91LVD1/WzguKxaPvZaugKVkNZdkO3Mvc09P3x8UkIgJaLRc55mclqjGpbZkDPOI7hkbcnyRKqSWHdex1eR8vVrH3f1dH/9b/8J9h4++7cEUO4Y00J1AZJbNiG5IBIApAEIKVkZgCSsEYSAGEACQLy8J4OICKwFgaAJAABQXwHSZyRRBJARAAICYAUWFMCqLVQSDhFM8MpAZAEgCCJNZIASAKICAAksRERkvAEp0IiCcCE7whgEAGEAgAFApIAiBH0CFMYLYcQOuXuIYYQEQA8wqGIkJRTBrNCazjDDUAyT2AGK8tMTniiZZoJAqT/hzE4j9XsvO/D/v3+nuecd7v7MsM7M5wZDoerRFFcJC4StcQL7D/iAEnR1kHSAk1cF0FRtGj+KdCiadGmqJEigFEUQYG4MJAEdZ1GiO0m3hpvsnZZEmmSErcZzgxnu/t73+2c8zy/b997yEuOIQnN5yO0JOEEJcoBWIsnADggCsL71AKQckKWkZKshZYkkpIAkJSU5CIkAaBggplJImlmkgC4u1rurg8wCUnWZI2beppSk9FkJZgjqpVSwglJ7s4TACiAmDMa4YDMjKQZ3RuS7g5ADheF0DTuWdldxkw0KXlSgjees+YoIackyY7RJUjuXuUkmTvc+X/9py/hxG98b++d9+42oUsgKElwYY6kuwMwM9xDdNwjgmhJAmAChQ8RoPARIgTMScIHMiAAZgbA4IQAkMQ92MIJtgBQEKKEks1bL3/jje99fbh7p9PpyAXAzDY2T4WiuLO7s35qA8bppDk6PJil7N1V9dfrrCJNumlcpNnwYLi2vmHMNBxOZ5effv6Rp59vrA9ALRwzCe6u1sxCmesvPnrq2UubwSQ4+xc/sbCw0BxLMcalpcVOtyugqmtkr8aT6XgcoVQ1RQwzWr/bXxosVFU9PjxIuSIaT6nbGSytLAu5SXVGzrkWEJp87tx93bJJ+bCMfvHcmaXFpYcvP2yhvH37rtyClVevXAfi5uZ9e7v7N25cf+ITT6yvr7z66itVPev1erEIw5QXB4urSyt3btxZ7Ke5JuIAACAASURBVC4wY7h/SNZO7y/d9/b1nSb0Pvn8C0vra92l3nI4IzsYTd/tLzUhMNXFQm8rT9nJYX/vVj072FxfXBz0+51+J/aKhdDrlkGg2de+9YqHwQOPP3lr9+iV7185Gh6srq32umWnW+7tbA+He3k2SalOczm5p9HoqK7r2ayqqtKNo9l4Ws1SVVnKaFLOU0Omu9zrGvdffmxt6+LZ85e290fj0SjMGatqGmikourIdHA0bpzTxp2BRcdCUY+rs+dOj0Z3L9x/+k//8PcmB7tLnTJ2l+LyqdhlUmqy+kunTp+63OuteqdwKANFEWepKYqCIYAyMaFA6FjO3Tw5O+B9C+Gx9d0Hz5/qdntlUdZ1Q1orNl6YRWesmlRlOKyq61RHTxTDaDKrGp+mPJ5Mj8aT27PZpG4mszSejoFZXe/OJtu5OQI186hypehuAoujvbobBw/fP/jSL//naL17e5ThTjTugAIIQBJOhBBwzAGRxAkzQ8tcZkbSzCJpIASXZ/dkcHcA7p6dwgcEODFHEgBJ/BBJAOiOOaEVAEoAJAhwAGaGE5IACJZd+ItIAiAJgKSknLO740PEh4SPCHQQgCR3uRwnnBkmd8sJkjngOuZzYnahJSL5MQAxRii4y91zziEESWYmycwQMh0RoMsKxcBIK2iBBlKSuwNwd5wgFAAzA8CWJJIAzIyAAEk4JgiuY56zgJwzyRACSQBqmRkAf58BpCQAFEy4l7uTxAm1zCxn1dnrjCb5NOdKXiclRyNmBW8BkIQTJAGw5e5BmJNkNAYAAsCWk55z9qw5ZDnoEU5ld2QHGuXGsykkee2elSEjLefkx2A0gADcvVbtLneT85/8nZdw4jdf3nvnve0UugCCkgQX5szM3QGYGQCSaBEOQBBazEKLJAAKxEcIEMI9SOEvyIAAmBkAgxMCYGa4B0ncgy0AFIQosMPmB9/56uvf+XpqZqurqwBzTkdHR6sLgybncTWV8Wg88mydMsZOb4JeFRc7/YWOz3S001MaDY96g8UYKKSZ48Gnnnv0mRdqdgCohWMmwd3VmtGKXH/x0VPPXtoMJsFZbl02UjgWW+WxjovRAlzDg0Pl7Dkre+gtrq4u56YejYa5msUYvGkExKJcWV3p9zqz2dSVZrNxSunMqfXFxe6dO1fX1jpntzaeffaZ6WQSQ7l/MHe0t3s4q/JkNJPCoLfQNLlu6rXVldP3bV6/cf3gYG82m+TcjIJtrKz1i26hsLm0ttRdjDCylkk2OKpYsdifjM8/9MDK+sqZtY/d3fnBzsGrS+tZSrt3Z/ef+fj5jQfCpN7dvXXq1Mra8lKgFaFXFN3Yy6Q6Ibz5xttvv3tr4+ylGzvD7YPp4STPpuNZNU2pmVWTup7VTdVMZqlpckopHwNQ1427ByvYCZWSFQZ5QTAlr2tzedNA6C2snH3wsXJxc2XtvqvX3gshwBORm9ksUJQW+3E2OZrWTXIglI0jlt1p3aytnKqb0epyvPL26zt33vOU+p3+8sbZ3sY5MYsCQtFZWFzc7PdXa4nRYJZzVrSy09Ec0SljcksOzKaLml5YtourvYfua05vLLuSmRGWUtPtdXOTOkk0y6JLDAVDkVJSbuTOWCRZ42TRtVDETreSTaaTpkl1PZvODg+Gt99+59Vvvfyd/VkT+yuVeggrZVzLs7i8sPHoxeVf/Qd/F61rd8YZ3rhnioAJcyRxgiSOOSCSOGFmaJnLzEiaWUkEyCXPOQvJgrsDcPcMCkRLgBMfIokfIolAEOZIYk4BID7goAMwM5xwdwCNU+CcJPxFZoZWzlktnDB8xAnhAxLkBKBW7VkQWs4Mk7vJzR1ZcB3zOTG70BKRJZJmBsAz3TXn7mbm7iQBWDBYpiNIdCHkYIi0CItmNJPk7gBI4gShAJgZSQAkJZEEEEDiIyQBCJB741mAtwCQBEBSElok3R3BYHR3SRRMuJe7k5QEgCQAa0mY1qlKapJXUi3VWU1W7cwyb0kiCYCkWu6ulpEdBAACCChIEFpZclrK2XN2OcwLBsshoghU8ibBG3nKGZkJ3rhnuJxEcLlccgnm2QG4e7aaDJ6ZM37lFz+DE//q1YOrt/YqlpCCkgSBAEhKAkASJwiYHPcwCceI90nCMZIASBkc95BwLzNHy8wAGJwQfghJ3IMtAIEmRAElmrde+cZ3v/ZH3SJUx+oYw/7e/ubaatntJnhvYTCeTqAIz72FpZE6e5XNmrzWC3F2aNV4PBwvraxBAtJRnR779EuPPvN8xQhAElruBCDJ3SXNaB2lLz66+fQDG4ESnJ1Tl3rdXojBs1uwnLNcICSkuu73Bim5MTRNQxg7g8WF3uH+tlB3gqUmB0YXZdza2lpc6HuqDWjq2crKysKgPDzcKTq+tbV6+cH7h8OD1197E0DRC93uIMauu3XKPhH//OVX9/YOSAr53P1nz57d2tm5++prrxqFheLMfVsl47lTZzYWVhc6CwWMQdPZdFIpdhdDpzvL1SxPJrPRYw9/ZnHZXn39y3d335FSEZeWBqcfOf/wx89fPn/hTFEQghI8Byg2nDXVZH9759t/9h0rF+Ng5Z//5u/vHo4R+inXTU6gJ28Ep5kxGIKZ0YIxxFiklGOMZGW9ooL3FgakdWI82NmdDmf1pCoCuzFeevCRccNLjz559fqtjGI2PgoGNVVAQm6KYP1eMRkd5Jzrpun1+mahblJd11v3P+g+Gx/deeWVb9JM1uktbKyfudRb2yqKaKFwJxiK2AmhI1rsFCJzzh4YY3QpFCFGJqfnzGp8XyddXMD5lWLrzNrKypLknU5hkdVsRqII1plOQOZjLnDO3aWx56rJOTtcxiJmR4wFBLiCKxKwrKhXf/Dqr/32710/nLG7IOtS/W6xsrG4+cKnP7vcT//1f/kLaF27O8zyOQAO0DgnYY7E+9xlZiQ+JAknCJC0EMysBEzHXE6yESQH4O4ZUSBaIp2QuwQaAhwnKLoACCABokViTiRNEEkzBDoACYJyNgCCAAgOgi0IEnXMJZAEIHeQLonQnAtAJAGQ9DkYaGjpGObUSsruIjEnSPDslmHZkQWXAEhqcs4SWgQtlCTdHZK7BEDK7iCzIAkAgWhuNCMhAA4CQjAz0HBMwjE6jWgZFYhAQ/ZoFgkIAkiQMsNHBM1B7oJFkYBSynKRBsDMJDXKgIzmcifMTILLTSjE7E7AzABIshaR5dkZYCE5qmxNSinnlNIUajKaJM9oXFkuQHKALgqAQFKeAiHI3YMFIKgFIEsCAUjK7pqDJJCYC2buUnYDAQHI7gAkueRyAQnM2V0uyZ1NNrUwlzNJSZ71j37xRZz4168dvHv7oLYOpKAkQSB+DALRHfegcC8R9yLcmHAPKeAepAMCQBKAUQbhxzMz3CPQhCigw/Ty1/7wO1/+3YVCmxubgty9LLtFb7HOaX94WOdUpybVapoaoVBvxbvrLDs+2ltAFevp0eFwcWkthkJI+5Ppx1/4wiNPP1+bAVALgDvRcndJU1rHmy8+uvn0AxuBEpyLpx51d0EkIcQWTRaQkxexrLNXswbA2urGzuGkLFnPDnv9kKsKsMheVSdFK4sQzeA5VbP7z26d2twMxKXL59Y2F7fObrx79a2r167dub19dDTyOCmLboidfn/psUc+vrO9//LLfz7oL6ytrXe6xf3nz9XV9M2337h65epkOuou88ELD6Q63bd++tx959aWVotYdMp+iGXZ6S8MBjS/cfPqm2+/cvvOtS/+5F9ZXVv51V/9P8pObOqq0+k0TXrk/IM//dxnX/r8Zzq9EjKyhDryotEsVbN/9Vu/dfv29qTy7srpX/+Xv70/nIayY4GxjAmZUbEsMpzsWohm0SzKg1lIyYMZ1HgM7PdRdGIsmWnOyWQ6m4zT9GhrfT2ldOb+B7KK2zt7CH2Tm9LBzp3I7PXs1PqKe1PXs04RLpzbGnRKKr3z5g+Wl5Zu7Y+7HX71K//vrB6HwVJ39Wxn+ezmuYf6a1sxlkTIWdFCDFEuCxFmMpJIEC1kz7EMHjIUgryTpvcv6IEFv7AcO8uboeyYodMtzRQiU6qlHBrEIkYLJOSeU045pWYiNQAMQnYazejuDStLCk2mCwzD6ey1N9/88qtv3J7kw/G4quoylqzyk4888ZMvfXFv773//n/8b9C6tj10d7QcgHFOEgBJaLk7W/gxeKIAAj5AswzNAZCUZQLREpFdkgMMgQbhQ6IL7o57kARA0swA2BxgcADunj2LER+iAAHQMQCmEyQBuDvJLImYk0Qg0gBI8jkE0NBSCwBJSQ55C8fk8iTLsOzIgksAJGV34QMELURvASAIwOXucsFBl0sCEOQkzQz3CCFAggsASQCkCwIgifBojLSCFs0MolmwIAnMZgTgLgCS/FgmKIsg1YIgEIAkAE5Xi2SEBTO0SBB0dwDWIgmAJJDTnKvOqJLXTrVyzlPPTfaUlDMkOgVALgAJEI6RhHsMpvcBKVMSAHfPgkAAJL2Fe0gCICnQjARAUpK7k8w5A2iAJueUkiQXHcFdcwAiCCDn7O7/6996ASd+9/uH794+qK1DMCjJ4WgJP4xQlOMe5riXjKIASJgj3ZBwDyngHqQDwpwwZybDR0iipRaAGCMAtQAEmhBF9iy9+b1vvPf9b5fN6IEHHhgOh3fv3u30+neGs/3hYdEpncju3e6Cp9TpL0zY25nSis5CzGFysBgxHU9i2afTTAeT6ePPf+7hp59PMQBwd7UAAyjA3SVNwTLXX3x08+kHNgIlOH/m535BQnVsNnd4eHh0dFQ3E1gtR9npu3NW5431zcHC8rWbd1Mz7feUfBwkY+G10crafGHQi2QznawtL913arPf6aysrH7yqY8fTfeGo133dO3GjaPRpG7q0JumOpuVa6ubp0+fTQ3KsrO8tHb7zq3V1VX35k+/8ic7O9tlEcUs7p3aPF3NakPold0ydgwWQr8oBksLi8uLg9Wl7s1bbx0O3zt3buPqrTvPPfvSlXfufOubL6+trlto+gvh4taZpx96/Atf/Pzmqc26ySEMQujLSwSkevabX/rSO1eu3t05eviJT33r1bdub+/NqmnV1M68df+ZcxfvH02O3r3+7nAqMUAELMausajrZDSqtF6vCUXDIliXXkQFFbmpj5qj/bXF/nQ4fOyxj732+pux0x3VWBz0czWbHOyomfTLsLq0cHC4H2M4e3r9mU88/vQTj/WjmzfBm/3K6nr0zjuv3d67+50fXP3m929uPfR0f+M8iqVAi6GArAgBUGqaGKJIGc3MjbEoqrpyeexZCDGCA023iuqRNXtos5fjakYIgUKi5el03O93s3ymRRoJwRVM7tlAIMIZTAW9IGbjo2iS+w72+rHsIlgK2cP+uLpxd7cp+xMUdaqGh7uvf+97nVw/duGBJx9+5Obdm3//l/8XtK5tD70FQEbwGE6QdHedMDNJAMwMP4RkSQZAEufMnJCElkTSAAhyKcshkAAZQQAkBTjogrtLwgm2AjxYMDOSkOgCIDnAROFDElqCJDpNJ9Byd5JZEiEJAIFIAyDJ5xBAAyAJgCQAJAE45C0d8+w5yZwhO7LgEknNuUuY4zFA+JAgAHIByIALktCSMKcWWmxpDjASLaN7zpLMLBgDFWkFzUAaQgiAQKJFQgIgP6Y5EhkRgFo0AoLgcgIhUBIAM+siBBLCMTJT7s6Wu6OVUsqes5QdVUYGUhYAkimlSilldydkKbsTBNxdgBh0AoCF4B+QI0hCq8kSQNLd0ZKUcwZAUi0ARYhGSjIzSTlnM1Orlpp8TFJ2JcFdgABEEABBSf/wP3gOJ/7gB4fv3tmr0SERlZANMADujh9BoAMgib9IEo5lQPi3ZnBC+DHYwj3MDPegBAs0dunf/eq/eeVrfzwoQrfbHY/HZsGCLa6vhhAmk0lRFO4+dc9Nym4prky4WCP6dL+vcZmnlHoLC01VW1MfTevHXvzCQ59+IbNESx+gC1nuhEsVrJ+bzz28/vSF9WASnH/lP/ofmroORF3NjBoe7r/9xhuzakxLAkIsm5TKsre+uZlS3rl1091pyLmOMaaUOmWnybVbvdTpr/UWmP3c2bP9wWBtfe2+hx++9t6tVCvPqu0710ejnRhm3W7s9cucsLi4tre3c/29a4tLvY2NpZWNc6EY3Hf67Bs/eOONt74/ne6VvQSrZ7PULTuBFhjMQnYXTdalWa/jvbK+fOns7vadGIt+f2F3PFxbOhVSx6fcu7u/t7OzcWp1Y3VpY6H/zCeeeOoTjy0vDVh46BehjOV4LdXp937v99++crW/uPz4x57Y3jtIyQ8n45GPxxiP8tgDmjpNR7PbdzuzilXy8bhaXFippilaCbIJXYYQ+70qe47GWAjoic1k0u/19vcO7j93vq7Tzs4Oad6g3+nkajYbHkZvNpaWInEw3R8sdz7x6MMvPvvEg1sbPWui172CU/VDaEzT/en41/71n/zjf/mn6498pli5wLAkOeDRUJYhNVVZhoiiZEYedqwxy3VyxtKKInGq+mipqM6vFD/1qSfPLS9oNDqAFMJsVlXTZBabJpdlZzprqpwhk8wYQig80zMyUvYmuxtBMoZQ1zVJeepE6xAGd/H27uHOcMK1jQmKMoXpzuFr3/qzfs8WF/jgQ/fv7wx/+R/9Q7TevXvo7mg5IXyELUm4h7sDIIkfYmYlGQBJAGjmxFzOGUAMIZhhTnLAIZwwNwAkJSUyC5JIApAEgK2oVASbA0ARTkByAciWcUKihDnNkYkGQJK7SwIgCUCWREjiHBBAtHwOJhgASQDcHYCZAXDI3SW5u+QuT7IMy04n1cKcCy4SAEMw0OdIApCEE1lyx/sEZBmAlBJJSQBIursAJ0C8L3qWewjBzIIxGgIYBAoehI8YQNzDs7scgDMAlOTuFmAGM8s5k4wQAEkkoxlFEiAhUVALgCQzk+Tu2VW5N1mNM0vEMZKSEhp3QYGMKXumH8suKTncHYDPgQwx5wzAJVcAIAmAwwSklNiSlHN2dwAkJbk7yWghmJFESyfcvQGyPpDdq5wgAAJgjjm2/sFf/zRO/Mkbh9e3D2vryBHRKFMiAAk/ikABYAsn1MKxDAj/1gxOCD8eSdzDzHAPSrBAYwfp9W9/5Z1Xv426GiwsyN3MYlHUynN7e3vu3jTNNKVgYbC0dlAVIwz6S2sdn6Xhra5m0/Gkv7jYLTuF573h+LEXv/DQp19MiGjpA3Qhy51wqYL1c/O5h9efvrAeTILzZ//m3+v1Ok1dmbI8jYaHr736avaazNldoIW4vLJcluW1azcGpSSfTKoYQ05O0kWaGJvFTm9rdWPr1OnZdLq8vvaxT35ilHB3Z388mu3e2V5b6t+69c599y25KsA75eD+M/cfHY2U67o6OjzaubV/cDSpLly8/NynP7Ozc/v6jbdfe/27FhqGOqcmWiyLTp1Sk7OFWOSOZdTVPmzy1NNPpFx1e4tmxa297V5nsfDe9TdvpKkXZtV0dN/q8oW11c2V5ccevvTss0/2Bp0aFcuAtNbr9r70G7+5eXpr6+zZWHYHC4shxtrTURq99u7rr7z9/Zt3727fPVxdWvv8cz9Xz/I7V67lzJRUxLJXLrjrYOTD0VHlmTFWrnE1q1LulNbrlNWsqar0scefePONdwaDxeFwyG4/1dXqyuL+nbtlZL/bOTrY78bmYw9f+NQzn7x45vRKN/QjIlOvWzTo06dm9fXbt/+3f/qla5P+rH9e3TUriiLOsSzDZDIk0dSzblGUoWE66lhzNNy9dWe7u7i4eepMk7wZ7Wh85+kHz/7Cv/tXHz13NqRcldbAZ7NasqbOREhJR+NR417Nqsm0aqqckpo6V1XT5JQ8zwGo66pumn6/T9IdJWVee0510s7h6MqNO53TZ+PKxnKxeOP1d958+WXlcX8Bz7349KC3/N/+d/8VWu/tHkny7C454RKE94lgC3MS3ie8TxLeR8wZbS4SQRBAgGZOEcQcEQCSAEgCEHGMBKBMAJI8ewNlQBJaIRhAEgALpSLYHEkIcAKaA+AUABIS5JAgQO4O1GbQMZcAEHAJkAvEMTPDnCQIgmuOggHQHOTuAGgGSaC7JHe1gCw0QhaclODuAEwIIAECgaQJgCQAWRlA9uwu0cDIlksZQULOyd1xwt0FOuGuEAPBoAR3WgsyyQATSLq5yyEIgoIACCAgqAUCghhBAnB3GqQsCICZBRcASTQjIeJ9BhSA0UiCDIDNARCyvPZcNV4lT445IwWQyMjuDhhh2ZHcs2eQWcqOnHJyd3kWwODuZlFCFgHknAE4kN2zOySABCSRBCBAx5ykAYEWzEDimCS4e865kTsgCYBLTU6SAAKgO1oEf+mvP48TX33z4MbuUY0SQFAjmcMAuDt+NOKHSMIHMiD8eJLQIgnAlAHhhCTcgy0AJNEiiRZJAAaJAWQHzavf/JM3X/lWNTqyYGiR7C0MSM5ms+XlZUlmcTqdLW+cvnHY3J4gK3bStOejIo8no/HiyircY07T2h9+/qXLn3ohs1CLpCR3upTlTrhUM/Rz87mH1p+6sBZMgvP+p/7q4tJipygWeh1CReDVK+9MZmMLmnN3SEuLi3t7e+6eZ3ebJi0MFpvazUpjdAeoJo3XV1YfefDBnLJ1yoefeFzRdvfGB3uHe3uHqaqNud8La+uD926821/ofe7Fzw0PxisLi+e2Tg36wZBGcfLVb33r9373j86fv/T8cy+srq5+7et/+sor3+sPRkVRNPImNWVZpJSaplmuO0tenLt038rGooo8nk7u7uyurm9OLB3ujgdxae/2cLI7SpPpdHh0eXPtgcXl5cHC/VunNjdWlteXe4udYlBOQn80niTHytqGk0tLKy6GTqyLPEXzrde+881XX6mS1RUtl4+cOv/Y5YfKskfZ2vra4uLq0dHRma1z4wPevHV7Z/9glvPhaCwzxDic7Tv8rbfefeDC5Wvv3jrYP5pNU1GUh1EpNZvrG3t72xcfuPDAA+d3t7dtdPeRs+tPP/Xk8sKgU4QymucUIcRBU48WBsWXfuu3Xr5y+/Vb9bRzhp1et+euPJmM+oNep9MJ0VJqOt2qE4Rm3DU/PNgZTUaH4+l9WxdRd/J0v5MOn3v00n/88//e2ZWVImMSmga5mtUAYih6vQEYCCiQFoyWkibjadOkpkkum1X18Gg4m05ns9l4PMmeJ+PJrAY85Waa6iaJ28Ppy6+/uXn5Y+cfebKreOftq9/+ypdv3rz64ovPPPnMx5ZWTv8X/9nfQuv27hEAb4nmgCQAApIcAEkAJhDHSFrL3UkCcHcAbJkAF0k7RlC8BwB3Z0sSAJIAGmFOUppzdwgtnkArKkczkmYWbI6S3B2AZABISnJ3tCQl94bM7oAwJ4CQCwAFA8wMrQy5jgGQCBAtARkC4O6SoOCuOQApOxgyvJFneYYASAJAIdACGAQD53CiQRLkckhCECNJAO7KMMlzytmdLUDHwCzK3UIgCSVJbAUwgHIXQMItAyDg7pJB1DF3F0kANEoiIkEB7g6jQzhhwvvMTMiAAJA0wuBmBsDMSinQIhhoYBZVZc0aT67kIOnuAESrmwTA3QVmZ4JqT9ndEwFmIsElN4acITeXsgQg5wxAgEuAzMzd4SIJyF0wzrk7gAAVZAjBzHLODkjKObt7hlwOgMfMM1JKZgZAUs5ZrV/6Gy/ixDfe2n9v92imgmRESk6HAZAcPwKBAEAt/AgZEP7/SELLlAHhBEn8RSQBsIV7kAQQCNEEdpm++9U/+MHL36gmo7W1NQBmllLa2NiQNBwOy7J099loOqsqlf27lU27a51ygPF+UR8shDQZjTv9PqQeOG3yQ8+/dPnZ59067i4JLXe6lOVOuNRY6Db15x5af+rCWjAJzs3Hf3Y4PIgWAh3yQHhqaCw6RQiEcgBn1UwpSfns6bC8vHrlnWuembOl2judQcp1p+Tp9Y0zZ84w2MLa6sSbw+m40CA3+eDgoD/olcEWl3p1M11Y6F+4cP+Z0+d27+5de/vK+uKg1+Hqcv9mfeOPvvEn00mCSmPnhec/E2N5/dr10dF7VaprT1k5NZXXtZp0uTv4whNPdFcX3r75bl1okup+bxBjvD3bVQqHu5N3Xrs2YCdO6kcuXHxs89TlxZWuRVVVU08yfdRMeksL727fHSwsilxYWhZseW291x/Exc7OYvX2zXev72xf3957787wcG+22Nt4+Ozqz/7kTzz/qefq6TRGYzAFmwvTxeHwaDSd7ewN66yNU1srq2tVGlb1DArTSa4rlnHwve+9OhlXQ592up2Dw4PDo+GTT3/ysccfn81mSzba7KRur+8SaN1uD3MhqGH22c1b1/7v3/itkZd3joqthz51/oFLDz94xpXfu/ne4XD42g++PxoNt3d3ar9TmFjPOmad0u7cvdtd6i8MlkLd2bl5Zb3Hn33puf/kb/z8pVNbaTy5M77bHXQ7nV5ZliRTSkdH46IoJvUUgLubxTkzIy2EnmTuDjCl1O/3JpNJVVXTJuamamaTuTv7R3/8tT/7zqtvXHzyhdWtyz3w9T/79ve/9926Gv+ln/r8xQfPDyv/pb/3d9G6uz9Wy90z4IIkkgIyBEASABOMNDO1SJoZWiQBsGUCBUkAzCxEzgEgCUAtM1MLgFoJBCDJ3TMEUhIAkgAkkQRgAiWQZhaNZaSZ5ZwBSIaWJLQk+ZyUzOSOlrsDUAsCATNDy6H3ARADQLQEZAiAWjnBXQBI5izRkrz2lOUAAbhntIwWwCAYOIcTMgckYU5gBiVBclcSJZmZSwAISHJ3gS66RIBk40kSADODy/ABl2QARDNIngGaJPcsF40SABlNIOYkd5kZCLYAmDAnycxAl3wOQDAGysxCCEaWQKBFMNCAnJFrR52RHFlwd0kkRWtSdvd8TMlR5ZThWVI2gG5McEgAc5Zny9llBODuAIw0mktGhyvgAAAAIABJREFUZk+gSILI2QkQcwRhQiABkASQ3HPOaGXI5ZJ4zCDzFk7knCX9Tz//HE586539mztHM0Qjg3ICHQbAXfiA8BECBQC18CNkQPjxcs64RzQRH2EL95AEgC2cYAuAQaIJ7Fp+4ztfe/fNV6aTIzMbDodlWVZVRcnMQgi9Xo9EyDadzuLi8o1xvp2KwnqrwW22W+bpdDxeWl2FK6Y0rtJDz332sRc/51a4y90l4Zi5kOVudHmN0Klnn3to/akLa8EkOB/49F/b3d1WzksLg9l0Ak+BqFOTJYNyU/c7Ud5U08nDly//xGcff+ihy5/73BeOhtMrV67curl79eqV927cms6OemWnqevN06e3D/e/9/1Xcxk6ecHIEMwMFx+8UNdNzvmZZ55+8IGLb791ZTKc3bx+YzY5imxOnVp57c7L20e77vIcZ7O8dfr8f/g3f/FoOJoMp1Zw/+jg1u2baTpqDg5t1jx3YeNjl07/2Rs/6J3euPTEx0+f3ZpOp7vbd7/8yh/u7Y7UxJtXt0c3dtZY/tzn/9Kl5dVNRsveDWHQ6yGioW7cvbkQy1lVV1XFECfTOrmmdX1U1Ne3qsN6NqVu7h1dv3m4fWfUscVHHj29ttD/O3/7b9fjoxs3ruTIcqlbDnqrxUYIsdsZiCVYhtgty25Mda4qItSVe44HB0dNrbfefNtnzfrmulnI0OmtM7EoYhHPnupdOLNUdLqTqplMq2lVWyzqpkmz5Ep/+Id/8I3vfPfBx5955oWfGVZlXXlp7PZ7sVNu7+417r2FwWg0Gqebh3v7B3e2d2/dqWaz8Ww0rifDw/00mvZC/cjFUy8++egXnv3k5TNnj3b2v/Hn37DCvvCFzy8sLb175Z2r7165ePHi1taWW5hMJu4+GPQB5ZxTSp4C3CTlnEnmnM2saZpa3WhYHPQZ4+5w8o//ya9/47uvPfjJLyxuXNBs8t2vf/X6lTeXFvufeuHTm1un33r31j/7338Jre2DiSR3l+SgA+4OQECGAJAEQFcMgSROkJSEFlsATDBQLQAhMoQgiS0AkgDoHtk9gzghMssl4R4kARijJAAkTbkTFGME4C6JACThHpJcchAAQQDujhMCQHxI2QFIopnMkgsthxxwd7VyJgRJACRkR4I38iw3x4ecmItgpFEgaWaSABgluSQAIpyQK3smTQzukhzHiGPyOUEWPLsgCLWQczYzd5dEQAABmmVQc2iJACV5y8wASMIxxzGSIGDgnCQC0QKAnLMk0AGxZcYANzNJZlYCZYiFWYTR1Cg1jsZZNclhACQBcJq78gc8OWvPTmVJObh7I08UJAiQASFnOTEniXPZIQAyM4cjZgk5ZwAlAwDJ5yAjDYAkzJlJcncAGRL0PsIAA+DuOWdJaEn6+//+p3Hiq9dG2zvDRnSYA5ZJHCMJIENZx/ARAiAJwN0zBIAtzHmCHHPCHMGggBOCEjNaJI5JJM0MLROIewgfIebMhBZJAJSJBrAf9c0//p1Xvv5HaXq0trZGWlHEstNZvW8zNWl4NFxZXqnqKiQcjca91VNv70zvNl3Eojm8sxaqPurh3kF/cSkUoSscjKePvPD5x158iTJAc+6aS6GU6PKcs6TG0PPqpcunnrx/LVACuHjpszRQoOcYaFQZQxYcpGflugiaHO5fPHv2Z37mp3fee72uq5deeunJJ59cXFxcXVnp9fshwIXp4dFsMhkdjbb3d2/cuX3l5vXdG6NbN+/sHd4WfDgeOfjUU5/+1LPPXb/yztWr15/65LNPfOITtc9u3772O7/zG6+991qDJgSLMdYVPBVnz1z6d/7az1seTJtpr1/euv7ubHtng3FZ3NpgLsbfffudvYyV+848+dRTy4Pe3t2d7dnr/+JL/09uYh5p+t7+wyun//Lzn13rdLrQQtkbFJ2mbmQoBr1pas73F2ZVVXZ6R+MJQ0wZFuN+nH3Z3n7j+pUZcfdo/M617fHQcxUvXd46d2p9tVuymm2eWo0LtlMdhEFZBE4nTSy6vXK531+idRYXVk71VhY7PYj9/gKAbrdHhFlVhZl3u907t+9UdR1C2Sm6ctx//+bW2XV3b1KOZdkfLExm1crmqXr/yIlf++e//vt/8AeXHvrEpz79U9dvD3/3t//N17/ytcWl1cHyEmPxs3/551Y3T5XdTlxIi/3F0jul4srSEkIezUaNV/u376bZPpud+vC9U4NYeL21sd5bXhyNx2WniNHubt++dfv2xYvnn/zEk6OpvvKVrzRN9dM//RPLK0tXrryzs7N96fzl05v3TSaT2WwWW03TFEXR6Q08eV3N6pTvHIx/5f/8Fzd3R2cfet7j+pU3Xr3yg5cnw4Oz588898KLVc7bd4/+2a/8z2jd2RuZGSSXHHBBEgABSQJgRgB0ATASJAAzBgtCS3LJ3QFEmoFqgQiBkngCLUkkJeWcfU6SBZwQmeWScA93B2BWmAW0TCmqCSGYBR0jAJcAEMckmRlpEDFHHBM+JMIhkEQrOQBJJJOxcUHHkucMuLvcJWU3gMSx7HJRxgbZpZCFEwlyKYKRRoGkmXEOCObyYxJAyCDJswvIMKOZEYCEOUnunqUMeCvPWZHdAbq7IAGac9EsI0giAdAdc+56H/ER0QEREGRCpJGUYGQRAoCcsyTQAeEYzRjgZgRgtG6wMsRICyDpCbnOaFzp/+MLToM1PfPzoF/X/36Wdzt7n+7Tp1u9SaNttIykkUajke0Z2yTeSOKAWSofgIIPgQoURaDygSKk8iFUURRVoYCkQhIwVEzAwQkVYmN7bBNrxrN4ZjTSaBuN1FKvp/t0n+Xd3+d57vt/8Z63dTSteOzfT2yiAEg+l0QB+ggbV5NSVEqSp+DuEUqU3CUAwRMFChJAEgCbRMEWGq8bq/IscxeAzEEQkkuA0YIEuQtwweVYSJCgOQASIEJwOeYEARCSp7/xb7yAY9+8Mb67N2wcjpAEc1L4mIBEuWsO9yEJwD05MccFzHmChGMUTcR9kjnmCJIAJJE0Gog5E0z4k9CxQBIAASEILNG89a2v3Ln6/XrU7/V6kkjWsSl6ndl0dnBwYGbuqZnWo/Gktbq5O8v2tdReWmpjVkz31wrU01letibVNG/izPXYS196+HMvUcSCu0uKyB1wdy3Uhraqlx/cfPrsulECePbZn6vrOta1wQlXaiivkxzMiJyeIW2uLv2pn/ri3t3dSyfXL126uLm5Pp70k1dNM8tyttrtstXtZHk7FKtLS51Op7e6amVmcTl6M2tG42rYH4527x6sb565dmWnPjw86I8+/+NfPBwPlel3X/mt3/it/2fis+gxZKjraZbl3fbGdOJPPvHcg5ce7i33vvH1r+7fvI47d5/e3P4zn3+5PJF9++a7V/tjLm+2VzchXDy1dWJp+dd++7+9dXu/rmy2X62r/fNPv3ihs9IK1l3u9sq2V7F/cLi+sY6y6K6stJMGg34SDw4GrW6v012qmuYA4y8ffOudq++rle0Oh/uD6s7tYRmWOGm2V9YeWF95cPvk/uEtdu3h5x47jP0h75Z5u8x7mXViY+NBTWYWy/7+kKY8D6e3t6Qo+OrKEst2imljeWO5u1KyoJPOiw8+uLW9/a2vff3BixdiVb366qt/+hf/7Dd+93e2Nre3z579R//4n/z6b3x5dWPr4UeeWVs5vb93+OGHl5nl13ZuIc+ff+kL7eVVmakEmqzu14e7/d/49d/c2FxeO7WyvLKK2Lp4br1bjKy53eH4/On1Jx97eGnlJM1caTwe1vXk7t3drAh5VjhWx6NxSlXZyvPcdm7fvPLh5ac+/dSjDz96+/btr3zlK0tLS7/wC7/QPXnyjW984/a1qxcuXnjo0oPDqr58/c7f/Qf/187h5OJjP1H5yvvvvvbuG9+q6/Ezzz737POfm9TNnRsH//Pf+etYuL03Ij4iwt1JA4Q5Yc6MEpInAMIRIy0EfJK7AyCOkAQIQHIAZgbAzEgCIImFlFKMMXlKJI1zACgC1D1AlOMYj5gZARAIOMIjJk8ABAEIJFxzJM0MC1wIFogF0kCT8BElNVhwefSQHFqI7jM/IsmliFygJABJKSpyQQIgudwdgAEUCHAOMNocAJKZuSeXZEaJZK4jDiDKAYQQMCfFlKI8yiPQyNxdcgl0QZBcc8iSjKDLAUQJx5yWXO4uiaQkHFNyHAskBR6BmYEJgJEA5E4AJI7ITAEWwCJkReYhWLAgKbrcXVJyT66ZMgDuDkASAEkk3T2mBCF5AjBNEpjmPEVZI5AmubuEYGbuThJzgiRAgIs1SS0EtczM3SUFpEAJSim5IJQAXA7ACQGSAKSUAEm4h6JrDpD++r/+WRz7zs54b38cBYclF2QUAbgcRygIQEoJf4SkRNxDYo5KlDBHYk6kDPcLDoAASMxJ4D2Yo/DHkTAnCQAXABBJyEDkar7zlS9/8OZ3OplNJpPRaJTnebvTVjAAeZ63ylaMjcGamNrrp67105W+GqBndScOOqrirF7d2GhSymPcH44f/cIXH3/px+DEgrtLSjQJ7g5BUmUsVb/84OZTZ9aMEsCzz/xsMJM7vPEYCc+MYpZgqZ4FNSvd8md+8seH/b3tra3t5ZVTpzZbnWDmYgU2ZBIBCwUCqoZNKkIm0vIMWC3LvGwbCs+L0vJOq71a5J02IYT3PrzWbyavvfPG3/+Vv1elCSwH0e7m1Wycoj/5xDPnzz387vc/uHHzymgyHA0OTrSLxzc2fv6p5z534eHff/+739nfmYZu34v20ub2iVN5Sr0sf/f6PytaSzs7Bxc2L2ywey7vtQfTdpGzm/sstvPChKLVLpe6k6ouLXMpJXV6S0WrNZ7MZHz1vTfeSpe9tCbT4Wz6/tWdKx/utrPOJtfbUeofXtrefP75p1JeH/qod6p3M71fTZvUMFhndfnUQw8+vrF2MnpnXDXLK71XvvI7lkmYtjtl8rRbzdpFJ0NYKnoh2bQ/KUO53ltPM0+xeejShUsXH9i/c/vJTz/xyiuvPHzx4UvPPve//e2/M5rG1ZVT7dZaarKD/t1ZHG5snlrbPDWa1Td2dw/Hs25vub26Mh7M2ujeunrna3/wtdGkX6dxlXh266lnP3PpwoVONx/NBlfXuvbA1uZjjz9flu1OtxyN++5RHpvYvPLKV3dveafbKsuiKG1lZam31CmKzJvaCJJXrlwlcObMmfX19e+9/vr+zo3trVNf/OIXFfJru/3/6Vd+7e6oOXHuucpXvv/mt25eecdT/ZM/9dMbW9vXbtyKQ/3DX/mvsXD77hAfI1wKIZAEQOEezRFz7i4JAEl8krsD4AI+ycwAkARAEgAX/B65Ay7hIwSoe4AoB0ASCyTNDAAFSgBImhEQAEkAAgnXHEkzwwIXAg2AJDMLpIFYEBQRseBHLCXdE6Ua8GONgkBJAJJS9IT7kJQ7AArER0gaaGYASGZ0EnOcA4EAaA5ABAG4OwD5kQhv3KOUENwd97gASALgsphgZlioUwQgdwFOSy5IAuQu/JAnfCyQFEgCcHkIAsCFQELggiAzBVgGGmCWzGg0lyenA5IAJFdEAODuANwdgCR3J4kFSQAqR0zJXXJvhOSkUa7knmg64pIAgoAAAhAZASR3SZkXZgZAEulUAiApJU/MALg7AAHCEZcDhIg5CYBAd0kO4K/90mdx7LWdycHhKMESLLlLBhCAJMxJcmGOuMfdARDEQqKEOUmYMyVC+CEKAQAJgACIiD8BIfwIkiABIHPcxxhlwRhyNK9+9cs3f/BWNRxubGxIAuDuS8tLpI3HY0iCYvL+YFhZeXsa+rZadNpZPcwmd1tpVo0nK+sbIc9CXY+q5pGXfuLhFz4PJ+4jQJK7a2FqoVTz0sWNJ8+sBUoAT154MS8KI7Msc/csyywET8rzPHm13Cufe+bTwdNaZ2nr5KmilBmPmJVFkWV5UeQWkFldFAUWaDSaBSusIGRwUkUA6fSU50WTOI3V99555+qtG999+833r11hZo1br7XazpfPnb4Qp02W893Lb8ZYM+vVg/0lxFNL+ec+8/BLn39659aV71x566Cp66qIsTsYyFhevPjQaDye+c7q8up0XD312FOnNk7lVmTIConj0WQwyBKq4biazjrtdpZl+WyGwDsH+1tntqvU3Lx58/SprVde/9Y3Rx84fDKrolS7JtU05OWsNIOHKp3qdM+trD9+9sL5zVN3dnfTCVlhk9nIymLtxBly6cTmuY2VrWBoODkY3XjlG//v7uGHlx4+A/PBlQbg9ukHQijXV09OJnW/P0SU17P9/Z1ON1jmZhwNZ6dObW21TpDl1asHW2ceWlrabC8tyTCrmiZZr7u0urIWrByPprs7d3Zu7nQ0++DGjSZg88zpMm/lCOO7/dFef2l5vVy31B4fjG9OJwfrve7DFx58/umXV5Y7vWUJ0zIr6qlNx/a//4N/snenP5mM2+1OnuckptNZlmVLy8XGxkqrKAh2inJ763RZFP39g4PpqJ3T63HIQmfj9Kvv3Xr1vZu9jYt3d0c/eOv10eHe2dNbTz/zbNFdvnHrTlZ0/9e//dewsN+facHdBQgCEEKwOXBOCyAFubuOAZCEPx4XAEjCgpmRBGALOgZAgrtL7mCSAJB0qfEEgCQAMyOJBQJ0AZAEwAxzJAGYQHyEC2YGgKSBWsDHJOFIIua0QBHCnCQHahJASsndY9IcSLknIekIAHcHQBILkrggiaDxCBaKADPOYcFIAAJANokpJXcHID+SiAQlwd1SirjHTBIWXIiuOQg0KrkWACVZdMeCJEgAXA4gehAoCUAgDZREUnKaAzAzkgYajwCgkXQKwWEADCBISoqCRACSfA4EIAkASS24OxcASPI5BAm+kFzuIiEpJp/JJYCAkDwBIGhGGgEdcQGizGgk3AXKPQEg6VKUBEjCnGCkJE8JDFAA4CkJcJPL5QLwX/6rL+DY27uT/cNxgjksCS4IBOAuAJTgDoAkFtwdgCR3B+BGfIQADIkQjgl0BBwRFgIS/nhOCD+CFgAYS9yHbECjWYHmjW/+/uDWtWY0Ibm/v7++vj6dm0zKskwpzWazummSBFp7/dSVg3hzEopudzmL7WZQxslkMOytrDKzMnnlePSlL1567gU47kdAkrtrYWohV/PSxY0nt1eNEsCN889kIYsxmlmMMcuybrfbxCaYVle6zz3z+FK7lYOnN0+XWatoB5c8JUkhCwRpRsoshpARCFnodDp5lrt7q2jleR4IwgNVZMHgeZbXs+r7H7z35rvvfLhz480ffD8a8laxsr5+8YGH1lZPTg4nb7/5zvXrH66stoEUvVjNwna7uLi5+vLLz4zi4Kuvf31kNcpyMlR/r2lmRoTPvfDC2urancHhe++912331lZPGDNP2Dyx2crzblmuLi+3mGWCCSaEEFpxOJtNJ7Npluee/PqN60Z+7fVvfX333Wk1syxPEjKjhbwoYicYfWt9rQs70WmP7tw9e2LjzNYWQhlTXceq11teWjrRNFmnvX5yc1OMg9HdRx4798+/+lvABFlT19O7w8l02rSK7iOPPNnrrp07+2BdpdrFTG+9/epB/+ZwtHfy5AkJdR1bwaaTKO+42rMGveWVwWiw1FtZ6a4rYTKarqyubZ3a9simqTvIxvXMynxl40RMSVW8dfXGzpXrKaYKo368c/Xm9+tqdGptvVu0N5ZOrK52H3/ikvusqWOve5qx+4ffeG1a1zGmTqcNwF2z2ayJTZkR7gY2VTWbTNdXVnudbvLEMi+YVntFNatuDab91O6rWN188NqVWz946/VqPHji8Ucfe+KpWcKd/f6Jze3/8b/5T7Gw35+ZGYCUkksgtEAy0O4BIEILALQAQBIAdwfg7vgjSOI+ZiYpLGDB3QGYY06SuzdAlAMgKSBBOEYSxwiYMOfuAMwwRxKACcRHSIYQzIwkAAruLgmAQ66PAIgwACQBBIESAEkO1CQWJKWUJEFK7oJJdIlAcsd9BDgEgAuBBoAkAEM00sx4RCTmJKUkWenuKSXMuSf3CDWeXIAHQZ4cgBtdPgfAoeQuyeZodLlcEuYYXJBLEABJOFZ5JlALBlBwdxwRmLBgcwCEEIK702gmCsERyAYSQNDlLgjEgrvjj9ACjmkhWAEQkmvOiSOSN8knOhJjlIQFLZAMIUjCAl1mRtLnpOgJAEkBjZIkMwNAF1wk/QiDlZI8uctTllw+B+Cv/vkXcez7d2eHg1GCOSyJ7gIIwN2xIEASjkkOQAsAkgtzBEkABAhhwSXM0UxwyYm50pMkMwNAswiKBCB3kkkuRcjJkETAAo5IDoCEkOM+hkgLIFvmX/3yP/3gzVct1mVZhBDa7c7y8pLI2XQ6q6peryepjnFnZ3f7wUcv781ev3rYXdnImkmn6a9lHqeTstOLcsRmEv2pl3/y8RdehhIWhCMCBUDQQg3lPnv+0uanz6xnwhxXzz5mwWITzUyQ0fI8d2963fxzzz91YqUb5A+cfiBnO4SWlQG8B5IAkiDNLAgiSLMsBAAxxiwrPKUyz3u9TkYr8yzFOofNRgdf/84fNtBgOvn+lfeLpU6r05lMRilpf68/HAw77TZjzIPkscjb51bWzpWdl597ur1W/uZ3f//d/k3rFKZQWu+B05fG++PxYPjIQw/2Oq3DQ+zv7U9msyp6HdNhf5DlxSw1NXFiY6Odl7GqS8subJ/ttNrtVuy1W4VlcLXy4vLly8PR8PLNq5fHO4PRMKZkwRgspijACy9a2eb6SjUeLLXzVA0R61ZR9LC5sbbabbdbRbtTLrXzXmbtUCDP0e22i0w7N64WJavpaHv75GExGY9ms2k8s31p2G9Ob10o8s7MPe+W09n+H3z9t5s0nM5Gy8tLg+Ho9LnTrdbKmdMPOsqqUlXXB4PDax9+MB4MZ9Pq7t5Bt9vb2DgZzBwofbnT7TVIvaWltbXV5d5SEJpZVZrf2tt5/+o7/cHdIssuPnCuDPlsNDw4uF0ULNplUzOz1bffujabIYba3cuy7PV6YaHVapXMcoZOq11kGVxFllOqqqp2LbezXhkmk8n13f7Yelw6ubb5wM1rO+++9Zpi9dxzz5278OCd/mg4q7vt5V/+W38VC/uDKSQAggBCxIIgyUkYDQCNHwPoDncHBMAld9eCA8K/iCAAQsGOSCJpZgAkAaCEI5SUoJRcEAQBID7mIH5IEOYkATAjjhAAAeI+BI8ZDVoAJE+eAAj3BACSABAg5jTnQCIBuDvmEuSSAMghGSSAkAsQjhBzhEuAJBiYmQEIFmgMEGkJLiC5Sy4JQnKX5QRIAqAzJa89NZ4S5DJJKSUADpPgcgCC7gFgZCHJXRLmaCBxD0MiIUgCEGkCSEigC76QHFCiQ3B3kgDlCiFgjhQAgSAkpwAI8JQEAwwLrjknKRyhRBCAJEAUSErCkUhQEADiCAnSBE7Fuq7lAuCuOQACBCEYAQGSLCmYARSU5lyCCApoJJLuDiCYURAAyQUiaMHda9aSkxTwX/y5F3HsB3uz/nAohASLAkQIcy5hwaE5HJMEQAsABGGBID7J3QWYGQnNAQLJ0l0kzQxQ7jU9CSLp7ilpVlV5mbtcBnfmMBkc7jSaZW74BFnIBLaY3vr2V8Z3rvXv3up0OilFCe1OJ2RhOp0OhsPZbGZmrXanjnEcw4cH9a2qXFrZbKWqrPbzajwdDNZPnLQ8DIcHwzo+/6WfeeKFLwACoAUAThMIQAtRnvv0uUubj29vZMIce6cvkZRE0t1DCCTN/NFHzv/7/+5fOL+1qqr2Bof9mugOqmFKKYSQUqrrxj2ZmWQMBQACAlJKwSxkGZkRkFTkBV2BgKuZzXavvTeYTpCHcVPfuHtr93B/7/BgMhw4UtEuBS+LPM2mIfnJ9fXN3vKa5S9+6vFHLl14/cN3Xr37Yfuh7fXNE/s37iy1VnIVu9dvTfuHP/bi86mZFsMOg9Xe1ClN6iaZJrPJ/nQ6cG88VVU1HU9KWeEMSdNWKPPcZ1XL8tQ0SWIW9kaHu9O9LMuqegak5MlThIF5On/hbG+pfXPnSrAkVb1uedg/YJ132912Xpah9NrbWZkxdyDPi831jXZenFxfP9zbO3t6Oxj307WDw6GnsLp8qlWsGVtF3nFnVc/Kll+78TY4ncwGKcXDw35v6+zF858KoXfxwqNQNh6Pl5Y773/49je++8qNmzdH43Felhubm+1OezgeN6OlnZ3bYIopLi1119fX8jzLAk6fWK6qen9vr6nqTqu7urQqVxniYLB/8eL5qvaHHn5i6+Snfu//++ZkEr/y3d+5detWWZSCeMQ8pZJlr+xmFoosz7NsqdNtFeXq6qoVreUyhFT19w/3BlWVr9ryqaxoX3n/vds3rxrS4088efqB88OZUijQxP/zf/mvsLA/GOOYRIj4iFwRx+wYScAIc3csJPnHEiAQP4rJgxlJAFzAMXcHYGYAJLm7FvBJThN+SBKOkcSfSAshBJJYkFxy/JABcHcA7i4JgOYIxxFJAIIChDkzS0oy4RhJAJLwSQQzEkAIAQCTYIxwB2JyOSSRdPcI4Vhwc0eUN/Io1S5fwBEDqAWSOEaglHDMzEIIktxdcwRJCHNuIaZEEoDcJbk7AAEJmsOCRIgAJMWUXASghUTMSUopQQYYAEkAEvGxAED4iGAASQA8UocsAJojDQAJCU2M02gpJXcHIEHCRwgEzLkcgrkBIAlAEgB31xyQRICAsEBS9wByB0jC3SMaAUY2Mf7nv/h5HPvgYNofjBPNYckFBIIA3B2AgARBAokFuQNwCQsk7pFwP0mQIIUQnCDI5OaoqSY2EiTd2d3tNrNWlvX7h512ZzAcTmf+2pvvelGcOrt97vz2ifWVMgQry2j0kCGwlQLuY3JmGYSS8Ttf+Z2b7785HezJPcYUgmV5sbK+2mq1xpNJURR5nrfbncmsWj994fdfe+/tW2NP7KDazD3ljHKpAAAgAElEQVRrJsPDAUNumcVYx5C9+FM//+TnXxYIQAsAnBSOaCFKeZo+++DmY1vrmTDHjfOPTyaTVqvVNA3NcI/iA2fW/7O/9O984dlHSpOxjGrDulU9iTGmFEejcV1VTWzcVdVNnSwtNE1T1ZXRAEQxsyzGlGdFzqDkRVbs7tw62L0aib3BYXtl6QdXP7ixewvBQnIEoYXIOjazLPpGZ/nUytqJJp45efpLL//Y3mH/Wn8/O7PZeeCku25evrZ3+/DC2YuXzpxP1aRbZnt3b68cpqqpx7MRgk2qmRUBgVMptluTuhpXM0+piNBomjV+syiZkEbTZjobDUfWLvcmgxt7u2zx9Napqp5kAU09jbEOZitrnbX1laKdD4YH+/277XaRZYxeTzVWAhJz5HAvQljqdUydImuXWSvPwsbK+q0bO2e2zwwPDqvqRkrKs06rXKIKIs+ydktZC0waxzRImoFpDjLrbXXbq8G6p0+ebapUV9XmiZWD2e53Ln/98gcf7A8OZnW1emK9t7o8HA1u31A1q6vpKMZqY2P1/IVztVdNqnpL+UpnfXpQ16P00MVHjZkLrSxunz7l4IdXdp54+rPd3ub+wXQwHP13f+9vTMZjknmeAxBAIEMRkKWmIUhXkWWxqi9evJQV3V4ZTi33dq5fG0w9X94u189WdfODt18bHuyf3T79wIWLraX1qQcWnenh4T/71b+Jhb3+CABJABIJw0fkigBI4hgXAEIGQBLmjADSPYBAAJJwjCQAkxNHSJoZSS0AkASAJACS7g5AEj7JacIPkcQxSfhjSMKCJCxwARAgHJMIQBIASQB0D+DEXEoJQJCFYHOkCQ6CJBYIApAEQBCPAaAgCYAkc4mMcAdicjncXZK7J2LO3QEEN8CivPaUpCS4CwskAfAIFqgFI4PDzEhiwcwAuDuUMktZCC5BSikDSdDdE5QgQCQFRAmQuyR3J2AAJE9JUZhzd8mrJNcRd5dTIo4lQhJJACYQn0Cj0TDHCICE5gBI7nJPTUquTJK7kwQIEPcQJATNGUmYu0gCkARAEhYkuJRSAsAFQAAldxcgozmU5ILcXa6/8oufw7Hr/Wo8mTSiy6IEGAR3x4KgJAGQhPu4u9zxQ8THiCPCnAkE6oBgduu9D3cvfxh8X1KMcTabXb9+vVesPfDA+bt377ZarbquLXT+4PV3bwwbay91u8VSK5w8eaK73H3hpc9ubK2DqYyGBZIATO40kd3gr3/jn8/2d0b7t1fX1lKM48kkz7Mz5881Tbx584bRWu0WmY3G4xmKVz/YvTrg5e+/k0/7X/jMYyeXu4eHw/5o0sS6qWfF8vILP/mzn/n8TyTLcJ9EuebcXXMJLFV/5sLmY1urOY7w7CMvVlVVluWsmhE0s5iSp7S50vkr/9G/9TM//mSc7qVknvWU96yeFUUBoYlNFrIszyBVMVbuKaa5eq6p66o+4ozRq1mdaveYKDvYO9i5fgNqJk0VqXKp+/71qwej4frJE5vd1YP+Xj8NUlbR4ol272R7vemPHwcef/bZ3pmtD+7uFavrndX10Xh6OBzu3dkrst6jD316bWW9yAIRgdSdJklVPaWpqiYxxibVk2o2is2gnlZKRmZVKqaxlbibZfV4WjjNVSsNvbm8f/u1995ur3XgfrC/u9QtA73Vyk5tnuj0ShCeUpbldWyKsshCENXkw8m46vcncoaA7lL5wANbvXxlNq6qqq6ruj8Y9A/7NIP7aoHZdFpVMc/LLBR1Ewm2mbdkzCIZ19dXkrtH1FXqLZ9Y6q5Q7W5rOcDygCK3aRzvDm7vHe4Nq3GDGFqZAm7cunnQD52idbh7q9ct19aXs9JqiyzZqGpjOR6G06sXnnzss4f98dr6xqUHtlpl687e/uFodv7Sp3b3D7Oy8+3vfvsf/up/H8xSSiHLSALwlFy0kMGVWTAQ7ooeQhBaG73WSh6Gh4cbJ8+118+ptVZX1ftvf2/YP3z+s89tnz0/arBzOC57a3vXrnz1t38ZC3cOBgDMDHMys0ASgCAp4pMk4QghwzERc76QAIEA3F0SSQBmBiBAxEdImpkkd8cxSbgPSQCSzAwLCRT+RZLwJ3J3fBIXAAECIAmARHyS7gGc+FgGmRk+wgCjGXHEJXxMIg3EnEsg3B0LQUyeIhTlLsjh7gBcngAtAAhuEh2q5S5BBoA0zDEBwgIXAHAOTI3mAEhydyxwDqCJpJlBIGRzJACXkiczAwhAgQAkNXWdkgCT4HJPSiCANOdp6tbESNLd5XSH7gESBIAkABMIuLvmCJEASEpyRQAkMScImiMJQaIWzAywOUk4okBIwoIYAEjCgiR8zCMASZgTBJmZjhkNRHKPLnfNAfhP/uxncezWcDaaTKLMYUkgDIK7Y8GhJAFwF+7j7pLjPsIxYc49AQgCgVlAHsKVV9/6wTe+PZ3thZB1u133tLt7p9dZP3Xy9Gw26/V6MUYrij944/Llfh7ztSD5bMwcxukv/Sv/0nPPfMpYQQFzPALA5IKJbIX01h9+ZXzn2vhgd3t7+86dO5PJJC/yUBRVNZtOZ1mWVbOZzJJDxdLbN/vXx/b+915rx8Gzjzy01CqTs91bIX1WTSYxffaLP/Pkiz+WQon7JCaHz2nOPSEr1XzmwolHT61kwhxPnHseRFEUTd2AyEIGgAjLreIv/8V/7S/8uZcOdt8/GPSts7a2dWF042pmFrKQZXmMTZ7nKSUEiwYBxBGSkrIsS1ZUdQNHM4308Mbrb3zvte/lebl/sK/MTpze2hv133j3nQ9uXHv2+c8+/eCTr77+nWv9K72TrbLkhc3Tfndyqrfxcxsn7OTG25PDu8bQWl7Olsc3D6tYFcu9cw88vL11MSYzWpOqLOMsMs9zxCbLQI8mzzMqpehxSq9NnpJNm26lMG1GdX86GC1lRVPVdc7b9fib77/9xtX3Jqz37+xCdRGwutxut7KTmxsgIPUPh+2yu7mxlWdlZgWAvKzqio0H0NrL7dWNLkI92L21u7NTpyj4wbBfp1i28na3G2qMRoOQBclbraJuKkmBAfJZNSZ9bX29msYiXzIWvbKGWzVVr1xSk8rcup0iR5GmWaPIwkI7TFM1aSbXdq63Vk6H5KzrXhm6S8Xu4Z06RLTCzGKzz07ceP6xH99YOTuexnMXL24uLc+m1avfe+Pcgw8tra3eOTzsrS7//V/+u++8/XvuDkBSWHD3BmIIBmZmecim4/Fyb2k8GjcxKzxmzWy103vk8WcGdW7dk8PD/tUfvBWIp59++sTWmbvD6mAqz1r71z749iv/BxbuHAwAmBkAiYSZcQ4QKBxzdwCScISQAZAEwCEAfg8NJCB3l0ASgJkBMIj4IYIgJOFjwoKwQBIASTMjKSkBAuQShGMS5ogfTYDL8TFhjguAAEg+hzkGHCN+SIATHwtIxiMACAsIZkYQgHvCMQHuDmHO5W5wdwmAlJAkh5IkgKIkkHJPOCI5gKAgmkMJ7g44AbgcgBAB4SOcw4IfCSklAJpzx4IkB9wyd6cdyVCbgSTAAFAijQTARBzRETJISHPuAEECiDHWdTNW1sTkC4BJcJcgACIBSJgzYU73AInCnOQSQUCCQEBwT2acjEetVsuYBQsg5SJpZgKMZsbMIJe7ay4EgZLLRdJAACQlp0cAEgAJP+TuJLUAwGUSJBfwl37hGRzbHVWT6TSJDiQBCADchSOS4Dji7hAEYUECIACS8BHiiLDgLgAmgayNGbDzxttXXn/z7mDabreWlroxxX7/oJ3pxPra/v7+8vKyzeX4R7/7hx8Ol1c2LnXKrjtFuA7/5Z998YXPnM8wdeQAOIcjIpxBYMn42td+99o7r6Eab25uxpTkTrPe8kpMMaXUKltVXcmsmgzRXv/u1eH7d8ZX33q1mPYfu3S+nReD0UQIZZl12mVnbeOx519+9LkXawSSEEQ4XQgxRUE0uLukltdPXdj81MmVTJhj78SjZtZut1NK7g4gy/NgYXWp9R//xX/z57/01O71d/f2dttL64889pmbH7xXV9XKysr58+dv3LiRUsrzvNPrHg4HZpZlWQiBpLtnIXOSZsEKT2i3l3/rN7/8vdffrJoUIzvddqvdHk6Hr7/39ltXfvDQ4498/rkvfv/t7127/dbq6TKpXmqKtYPi55754qXTeHXn8quHNycrnWRl0eTs++m1M9unL25tPdDqrFjWyvISJI0olyUZ3Izw5LGRu1IsciZDoigVFrpZYU0i3JrYpaGpJql+48blf/rV37u8e2Pn4HbTTLMQT59e3d5ajXG0stJNjaWYDg8H03G1vLxS5K0yL5um6ZYdWm4hT45LDz504uTW2++8s3P9e5Px3bxsuXsosumsyoq8LFtpPAQV6wiyKAoSJGJETE1E1erkloUm4sTG2ZB1DndvUiRtcDigtLzULcsszoRYirIcGyc3Zk1z0B/2Dwdrm71YN2c3T29YrvFoNB0Os+nO5KDOMszap5YfeurhLwR1l1c2tk5vx8Rbt+7cvHXjoYc/tT/YZ0DIw//wt/7m3uByFoxmMdaShyyQoOUSUox5yAItxqbb7Y2GQxpZJx9Pz2+d/9TDT+7cGYX26vVr1w7u3Fxf33jk0U93llbvHo4iisFoOjjcf+0Pfg0Le/0RAJJYIAmAJD5JEo5JkBPHHPIFAE4IkOTuAEnDgplhQRIWuCAJAEkco5ySmZE0MyxoAQvurjnAiY8F4UcS4UZ8zIX7kMHdJQFIxMcCSByRhE/KCAKSuGBmIQRJAKQEwN0BJFhMThxJ7glydwCSInJ3zHFOMAmAFki6i8RcIl0uCYAWsCAJgLtLAiDRBZKSXJ6IOV+QA8KcpCRPEACSAEjimIEBFATA5mgAzAxHBFCQuyf36ElQ08SmaWaxiMkBSEqU4z4KuI8kAO5OMqVEEgvuApzmQiRw8/rVajr48PLbq6vLp888eurUtlmeZ63MADgXQGR5IGBmMSUhcwmQu5sriJLMLKVEyCW53F0GERAEQABCSgkfEQB3l/Qf/JnP4tidST2bzdxdcklJJhAL7i7BaQC04O44RmJOEu6jBdzHaVCWebr+1nff+c43RvujLDBksAzDYb+qD09sbgwGAzMbjUYb60u//vX33r5pS2W71Vvy1om1zpq3mj//S3/6xeceyVWZF7hPMrplNCsU33v9mxjdqYcHZ8+e3bu7Vzd1TIlZSWI2q4bDwXQ68zy04nBqy9+8qf1Rs//ea6EaXXzgfKfVmgzHRgNkhtDufu6nf+6pF388IhW0oCTWDSpWtruz28RqfX25qqaxrlFXzz31+KcfvmjEHHsbD5oZgJQSF7Iso2F1pfWX/8N/+0uff3xw9/pk2FeytfVT/cOD8Xjc7XYfeuih69evj8fjjY2NM2fO3Lx50903NzeLohiNRma2srIynY1TTLSit7TsKL796ne//Nu/t3v3YHv7PB3B2B/13772/ltX318+tfnC8z9WqNrdfWuabhedgnebl3pP/KlPff7G2pVX3vr2tXhY9fLhuM5n4bGzj778mZ/ulhtgiAl1UhKSU2CWtyW12+0QggULFgDkeREQXMlIM1qwEIIZo0LhqYxNpvpwtP+bX/3db7/31ns3Pjwc7oUCy0v59pm1peWsjsOyAFM7RQcwmUy63S7J2WwWY8pDN89DjJHIT508f+Hc4/t3J/v913fvvNdqtT2ldruzf7BPcHll6UQvC8Fi1Hg0bZoUm2RmTQ0l1T5ViKHMlldOdLob01kaHVRzvV53NBp58hgbd+8s9RSYNCPT2tpKSjg8mLRbvXpyl6HoZZ2HeicfWlqfjPb7xezKbH+vrpU6504/+einPpeqrNtZ6XV7U8/fv3wlZD6djt79wVsnT20A6df+8a9Gm5RlGYLNqjEpGgDBLVjmC2bm7mZWVVUWUsEijeITn3pqZXmzP6zzsvvue98fjfrnLz545uwFMD/ojzvd3s7O7UndfO9r/zcWDoYTAJKwQBLHJAEwMwAkcUyCnDgWPfkCACeEI5IASrjHzLDg7pIAcAELZoZjJhEKIdiCJABacHcA7q45wImPBeFHIwTimEO4DxncXRKARHyMLuIISXxSRhCQxGMASAKIwpwkQC7G5AB8TopySSQlOTJ3YcFIAwFIcncSpEnCnFGAJCxIAkBSEgBfSCm5AJgW3D0Z5tw9pRQTJMxJcknEnEsAzAzHDDBQEufMIAEwMwDuAkQSQHJvPKUYmxjdPXqRXHMkBTnuR9xHEklJAGKMZkYSgLsAB5IUJ9P9t9/81mi4t7d7YzwanLn4+MryOhg+8/RzK92TxgwQacEsCySRZzkAA5X8I4TLU3LNuQsm15y7ywDSFyAC9JSEI0YCEI78ez/3LI7tT6vZbCYJgKQEE4iFlJJAFwEQkOT+/9MFX8F2XueZoN9vrfWnnfeJAM5BZgIBAgQFkmAAgyRKtmUrWbbb9lhud7dbZfeMa26mb2aq52aquubK5Zqaqm5fuKqn7G7bsiVRbWVRgUGMEANAIgNEODh5x3//ca3vm302dRS61c/DmBBARACICH6OTGCbAI40QB7bt1967pXnvhEp9jwdBL7naetK3/d2L+7u9XvValVrTdB//523b8VRIyBGvjLIbVK6QP3xn/yrx06e8FgIDj+HCaw1KRWQe/OF73ZvXXZp7PtekiRaa2O8MIzCKGLnlNJ5nuWKakh0Y+H7l+LLN1a7l99SWfzAsft9YwadHinthF2ZmXr95Ec+cfTkE77HydK1/s0LBolFpkpbpqlhp6yNjI6CZsb+Qx9+ZvHew6K1ANTecY9SCoC1ViYAGE+HAf3P//p3/+BzHy/itTwZQXStPr2xvlIURRRFnuf1er08z5VStVotjuM8z2dmZiqVSqfTIaL9+/crjVs3b9UbUzt2LfhB/dyFi3/1V/9fpdbw/UBrPYxH585fWotjjoI77r337oMHOyvX6tX8/eUzvbg77009PnPsWHP/K/r8xeX318t+qpxx2sR44sjJ3/zMH/m1aeucY8pKaxlZnsejlAvJi8I5l2WZc64sS6UU4BmqBUFgjDbGKKU8z4uiKOYsJLQCzxWjV15/4eUzr15avXrt9vuQpNmuz8y1w1AZjx3nnqe1+GVhq9Vqnuc8UZZlrVZjx2mWVqJamZPvte48eH/otwu+fP3m253OuvF0pRIYj4IwaDZrRpf+mBdmWT4aZQQFqGJkXcHK0HA0GMbJ3PxuqDBN7Ppyt1KpWWvZ0c0bS6RM6IeFzb0qwkjNzDXzPE6SJAgqWvnpIK3UWr4zO1A56NcX56bNXHgpvv3G8jXiajXcMdPe73utdnsu8KOi8K11xqP1jZXTp19b3LPj6tXL586dNZ6CiDYKcL5viMQ6yxDSyjknIkTknNNaMzNcwbkNEZ56+KlBN3Hwob2Lly6OkuHBO+6e37mYF5xktlqrX7t23QHvvPxVTPTiFL9IJrBNKQWAiPBTQiLEzJgQgIXHADhhBkQEW4hIYRsz47+jlMIvUiIEoQmtNSaYGQBPACAihjB+xiOFbSKCCSICQPgZRxCAiGQLAAIgE44wxswANEgRASAiACICgIgAaAjhJ4hIRDAhIEeaZQuPgRzLGI+JMAmzEBEgJBqAiGCCmTFGYGYRAUgpAkCgnwIgIgCUUgCccwB4QkAixD+lwLLFWluytgxAmFkAFsEYEQDCFhEBQIACiQh+DjMDkDEItpBABHDMEAFgnWZmmaAxECDGGGYGHLMQYYyIAAIBAoGMASAiACIAWMSWNltfu/bWGz+4feuab1ySjpxfnZvb2esOd+5cfObJz87PLiiltVZGKU+RnlCK4JyzpXO8RcFChIUIzOIsiQgAZnYiLAwiYYFAhAAwMwBmBiATn/+VB7Ctn2VlUQgAgUAYxEIizCzMLCCBEhEAIoJtMgFABD+P2YkIACICwFBWGQDa5Tfee+3d15638ZrRGiClVJ4VQRi12+21tfUoirRWQVB79vkLl9fsbE3de++B5d6gFka3e91Pfu5zDz7wsGYFKvALHCsFpSPlzr72vIs34s5avVFnliDwhSX0KyKSZVkYhtbaXEMGK2Uw/fyV9NZqv3PxTd+lB/btn2lPaZD2/M1+d9DrUhQ98tFPHD35RKCT4sb5zbMvV1UmHhe6AgdlS8+5AAisg64ceuZTO48+yFoDoF37jxORiDjnmNk5JyLGM4Tyn//ub3zhDz9b80phC1ZB2OhsruR57nlevV7v9/tlWXqeV61W+/1+lmWe5ymlhsNhURS+75OSLM2UDnYuLO7cte/m0u1vf/t765sd5SNJivdvLl+/tdqY2Xn30eMzuxZakQppRLZz6cZbN1av64Qfmrrn4YXDL3bOrGe9jbLfK+LQr9he8ciRBz//e19otuehiIlYSBQxi3WOChRFYW0Zx6MsS53jsiyKAnlBzrJzjh0A0mPG2MCExlQ9s7p84wcvfnszWXvl7MuW0h3zlenpKWWISKDhBz6z0/CiIHLObW5uaq0BVCoVY3SSDHw/yLLSlcaV0a4dd917z4dyd+P2yoUkHViXCkptuF6PijLVgVZKGeMJQ0RZy1qZUGlfG20MQZdW+r2kP8yMDgbdmEgno7ISNd49e6FaaaVJkRWZ8lwQYvfeWT9AFPlF6eJBXA3a1XpLUm6lqtHLTj1wdGrvzAsXT/9o87JwkI5UUfhh2Da6JmJ2zh5gJ2try7V6tLq21GhWrr1/ddDrEiutVWkLYzQRszgC2BPRsNYqpTzPy/OcmZ1zil0Z5/Ot+ccfevz2zTUWrz9KllaWldEH7riz1Z6NRznDCGh5edV4+vSLz2KiF6f4RTKBbSICQCmFbQQFKGbGhAAsLCLOuVGWDuNYa91utwEQaWxjZvx3lFL4RUqEIACIiJm11gBEBBPMDICIBGDCTxkQthERAPoAoBg/VSoIQUSYWQQAAeAJR/gpQ4oAmpAJACICwBAIP0NEIsLMAFntsWxxjp2QY/kACwsRMxMRACUYkw8QGMLMAJgZE0QEgAQk+CkiAqCUAiAi2CYgEeIPCDsIi7iJzCnLBIEIC+Ag+GUIIIFMYBszAxARbBNACDQGAiCsmFlEAGgiBQJARICQYhC2iAgAEXyAiLCFiJxzEAIJYNc3Vq9dentj9dr7V86BMxBztU5kisJp5f/qR377/qMniMgzntEUkDLGKKVEpODMOcfMxhgQWERYBMIsrtQiAoCFLW8BQUQgJKIAMDMAEQHAzET0zz56DNtGWVqWJQARAcCkWMDMIsLMAhJSLMKO8XNkAgAL45cRFgAOulQ+wD4V19556d3Xf+jl3WarHfhVttLtDoLQr1QqRZ6TUkmS7Dtw4G+/9eN3rgxbnqv4GDppVYNE45O/889OnHhYsQYRfg6JFU1QOlLuzKs/LIdrRTIwRg8GQ88zBAUL51xRFPV6vSxtSk6PNnKv9fptur05vPXWixVyR+890qrVyrzwwwi+8X1ttbn3wVN3P/BQYPLy6tvLr36n5mPEUuqqc04LZ6OYyzxyuQ5qJz7x+4dPfZSUIlhq77hHKaW1VkoRkTHGWusHQZ7Fn/z44//2z/4wUtn1a1c9Ex48eEgkS9PU87wwDEejkZrQWo9GoyzLKpUKEY1GIyJqNpt5kY7iESl/lGZFScp4t26tXLx8pZT8vUtXz164Cq964pGndi0ezEvZt6vVCsqr59/opssXbpxDWixS69eOPZYV2avvnR6G5dC31tPs1JFDR/+nT/7+3tlF7RlRJCRCEMAxq5zLsgSQ57mIMPNolGhPOXFlaRV5wpQkmbVsS5eIT6Kk5B9+/7urm7cu3Xr35vrlPQfmm3UEYWjZGd8jzwghzbLQhLaw9Xp9dXXV8zylVBzHnmesywM/IGggUKiLrX7ogccW98689farSdK/fvNKkg3qdV9pUUpMLSClxYnnBXlu87wIw6ge6UCz70XOUrs5vbq6YZTRSmdZvra2Hvi1qfb88u0No6s3byx1O7G1ZHy3b/+8F0iej9rtKREolqRw7dpU1C93lvpTTz1hjf2nN753njeKnAVhYT3nwqXbnZ0795449ujbb72zvr6itTjOGSVBWJzNSGvlnPUDryxzZguINUweOeeIyFprjAFQlqUPk/dHh+84tHfn3s5GP8nLtU6n0xvOzM/tP3CHMuFGp2+8ymAYDwbD+bnZ733jrzHRG+bYJoQxmcAvJQBhjEACEIhFnChhVZSjM++99PaFH5+//v7eA3c/9dBTdy0eJAGgQUagCRbbZALblFIAmBkA4SeIIAKAsU2BIEIT+EVqQkQA0AQ+IFAsTG6tu2phK15tFKdKqWq1EoZ1Ic3CDJYtDgARiQhBEymMiTBYSAAItnhQBIgIEYHAEIEIC4s4BAIwswgEYGFmEWERckTMjDERTIgIxlggW3hMRAgiQkQiQhBhAQQgIhBpAEQEQCkiwgQJBAKZcI5zVtZZZx0zl6wcCyYExEQAmBmAggAgwhYBCDLGAoCIADh2AEQEAsGYADSmFIkIERlFWwCBEIgAIhIRpSggp9UWFrEsAhCBQAJhFgDCLCIsEKdArttffv3Vb3U3bq6sLDmbhpFvFQ3jvHS61pi579ADi3sOzs7u2jO3O4CvtLJSJkV8Y+l6f9jNkuHijsUjdx0XgZOShUXAzMJKRFgEIo7ZsRMBIBAiMiwCEWxxAEQEhN98+ji2ZUVWliUgYwCYNAuEGQRmFiEmxWPOiQi2yQQAx4wPiGALYYtgwsErVAg4T9JbF1679PZL0t8Mo2olrDmHfj+emqovLO4ajUYA0jQtyuyL3/nxra4/E/mKywI61E5q0cc/++njHzoBkEiIn6PJilJE5MOeffWHSXeJuJibm03G0jQKwkoQOeustUEQ2DFjeLCKysz3z3Wv3lx//+2XG746fM+hShh2NzaV8cQ37ApTrZ386CcOnTipVVFc+fGNF78Zet4LYfQAACAASURBVGrgVNMz5KzyKMlix1bYqcrM8Wd++/5HnjAgBUuV9n4ASilMeJ4HIAhDW+RPP3b03/1vX2hX1f/7//wFW/XH//rfMMdf/vKXFxYWPv7xj/f7/fX19ZkJACKilCIiZrYTSgs7MV4YVeu3ltavXHufHV28cvXitSuXrt+6sbZx9KFTszv2ah3NzOycbYVLF8/Gmzc3h7dudm9WomCeonmOHtl7aEjpubVr1+LlkXbs+dVq8/DCHQemd7Wn29VGdWbHjPZ0FIW1Ri3yIgJ837fWiXCWZWmaFsXIM2ytuBKeFxGU50XG+FlhjIl6vfTP//wvsiI+e/H0vrvmG20/Ci15Kk7T3BamEpBWVtilVkE554bDYaVSieM4iqI0TRv1ZqvdKEsX+hWtq0Wm9yzetXf//vfOv7e+sTIYdpN0kCTDvBilacpGkjRrt9rD4UgYnhcSKeHMI9duzOzbfWD//gOrq7fFFbt2za2vr16+fPWuO+8Jgtqtm8tpmqdJvrY8TGMdRLRroR1V/c3N9X5/WKs04s21flHW661ZRB+5+9gj9x5a3rz58sW31kweRlFecJLTRie1Ej5y8unAr3z12a9Ym7MU1hWVil/aXBudF9o5qxSUBrMzRmlPlWzJKBHxPK8oCgA8UaGICvfg0Qck4zzNu8NRdzDYHAwb7ek77z5kHfWHSRDWby+vGOPtXtj57Bf/IyY6/QzbhDAmE/hliAgTRASAx0QKZTvd7tX3333l9e9cuX5urdcjCnfP7fn0xz4V+LW77zxSiVoQD2QBAUBEzCwi2KaUAsDM+CUY25SAAJrALyIipRQmaAITJBAn7y9dfvZrX4rTXrXWDMJwbXXN8/3HH336wQceJyKIYIwYYwJmJlJECoCIsIgowjbFgm1OwICIMDtmsWIwIWMAC4/JGMiBRASAiGCCiDDGQiyYYGYLZhH+gAgz4yeISONnHLYRACKMiTiW0ikRASAilsUxY0JAAoVtmpjwEwJARACIABDBGBHGZAwQZhEBSCkipQhQShFYkVJEGCNSREopUkoTBeTUhIiULALIBLYxMwBmYVbWpu+ef/XCuy93N28Nh72yzCqV0AuDbm+YO61NZffiwfrUbKs5d/+d9y9O71paXb29slSiTPKk19/MksGO2bnHHnq6Vm0yrIgQETM7B54AQEQswsyYYCbnrFIKWxgATXz6yWPYVrrCWsvOiQgAwTYRx8wiTj7AAARSsgAgwhgzKxZMyBYIDBFptoATIaf0MIfxwtDw2pXT753+oe31jdaVSsVa2+l0pmfq+/bvHQwGeZ4nSUJKf/O77166mUVtrY0NESxOT49K+dXP/tY9DzxslXIgZgZEKUVEQk5IEalA2ctvv2rybjZc37FjZ7/fc87V643S2sFgkGeZY0dEnqm7PCXnfvDCqzfWBrc3BrVma9++fZVKpbO5qbyAxAiPTOSf/JVPHH3kqYC85OqrV176kraj1NrQa2qlfN8viqIsSyWlDqonP/a5I488Q8oAoOrUAZrANmY2xi+L/JEP3fl//e9/dsee2XfeenNjrfvww49GFfzFX/yFtfYLX/hCp9P5y7/8y0OHDv3O7/zOhQsXzp8//8ADD+zevXt9fZ2ZFxcXq7UoTdJWezbJ8tW13vmLlypR/bnvP//1b38v12bfocN7Dh3uxem+PXdMN2fiwbC3vNQyYvVgOV1eXl1qs67nbFKZmm/WZiopp5vd9X43ZiuB9sMwGI2GfsVrTTUrjWqlFvm+iZN0cXFxZmYmz/NWc0u90WhEYcV4EFUWohAApizhnGNJtapA1f/9v//zM++9O7ujPjUbGr80FTBkmA2TMvVrAXmqcKUdlba0nuclSVKr1ZiZiMrSthpzvm+mZ1q+51eqDXZeMip7w8EoiYuiyPJRrVZt1BvdXtc5V7pcGy8ZJXlu87xYXV6Lours3K4D+w/tXti7c2beaHX50pmN9RuLizOWc6XUxsZGURTLyyvOyWg0MlRB6TvOwsgIuNft7ZjfnSRFy1Rjx4O8PDi7+Nj+u0/cdef6YPXd6+eXNzcLtnGaJgWXEjZai1lGV65eWttYta4gcoAV2ErVz4s8U35ZlloTSESckIOI1l5ZWgCtVstaKyI8EZS+B/3Eg48mvcFwMEqydL3X2xzEu/ffubhnb5qWae4YZun28vT0bLvm/9ev/CdMbPZS/BQRC4sIJkQE24gIgEwQkVKKiGQM0nUbX/3aF19+9XtFORDFWZq7wmmnPS+yEn7613/71575rE9VUiLCRCQTmBARpZSIYJuIABARIhIRgAEQEQAlIIAmABARABEBQET4RTQhAha89PJz3/jmP/b6K4WnQJTneVEUDxw7+a/++f/SqDQ9+CQKygEQEYgIhIgAEGCZRRkCQBAWZsaEG2NyAESccyxwUCICgIgEEAgzyxjIgUQEgIgwMwClFBGBhViICAAzl2DnHDM75yxDQCwizCIAFBGxiCICnEAIhDECBDIGKBozAESEmZ2wExYRAAQiKKU0EQFC7IgAEAsDEBFs00pjjDAmLAL5ACboAyCCU7RFKaWVVoqU1moMpMFEBEBEShbBzxARAOccABHO8+LGzUsXr75x5dxpKVJnc+MRszVaM1Q/Ti0QRTNzu/ZNzex6+N4TM7WZM++d6w4G0JqUUlqyfOBcfuDAod0Le6tRxTmnlGIWIu2cY2YAgi0iQkQgQASAjAEQjIkIEX36yWPYZl1mrWVmAgFgZoEAICJ2zBCWnwAgkJIdACIC4Jg14wMiwswgTVAEJrZcZm+/8crq8srGwM5Mz0Zeornv5TkRiYjWutPpWFvOzc31+v3A961zXqD/8auvXL3toinPGPYRtOqVOC9/6w/+8NjDj1lSSiwziwhNCESUhlIR8RvPf/vm5bOjYScIQ2ZujNVq1UAbbay1WuuiKEj5/fW12em57/zw5fcu317tjYwfPP300/V6vdfrlSVnWaGoVL569CMfu//kY0YwuPLjy69+PVC5I6pFTaON1no0GllrXZGyiR76yGfue/RjpAwAilr7tNbGGKWUtVZElFIiip3du7P6f/7bP3no/rtefvGFaqWxsLh/9+7pS5cuhmE4MzOjlPrBD37g+/6JEycuX778rW996+TJkw8//PB3v/vdmzdvfuYzn9m5a/773/u+Y/Xhjz7j2Lz2xulatXn6zTM/fPHNBNzes9tvT7Vn5g28XfM747jwnFucqveTlQurF7Uv09or1juDIltbvlnmw6nQzIaVHdWplld19TDxuSizTr9Tcpa7XMRpTxfM9Vq9Uq3keW6tHY1GYRAGKpgOp1qtmVZzutWcnZ3Z1WrNNJttdteLXCkz/X/8u//bBH5UUY26UV65MdqwsCWKUTli46JmlNu8HU0pUv1+v1arra+vG2MajUZZuqnm7nq90mpXNjbX1tc3et2hVkFQ00k+BKjVaq+uritSjsHMjXpl7969w0FcqdQAFfgVAPX6HqPnbeHKtGCbhIGrRLYoBxudpWvXrjlXaqOsLYzxer1NTwcaihTX6lGeFUmSG6oo5ftZkyqVXmEfO3Yiubb00UceOnTsHoSKExkmg6TMUssrG6NLV9bePff+pRvnh3F3MOhVaxVQqRQLSuP7a3mmlWaUvuc5LkVYhMvMsoWIBEEgImEYElFRFKENZ+rtDx051l1dj4dJp9ftDPpRc2rPgTtJe4NhGkS1/iDZ7HR37lxAmXzvO/+Aic1eim0CsLCIABAR5xwApRQAEQFAE5hQSmHi3PW3//aL/3G9c53ZqTDKRomMMuu4nyeDkmfrC7/7qT966NjjM7PTLGKMco5FoLVyzmmttNZFYbVWInDOep4nAhEhIkBEGNuUgACaAEBEAEQE/2MMsiK3bl34ypf+0+XLb8UFt9rTvX7fWttozTzy2IefeOjJO3ff7cGIcgCUojHryqIogsBzTqx1ynjWCgBtKM1LgRhjkiQlpYVMUViaGGWZ5/taax4TEcgYEQngoACICABmBkAfEBALPkCwEGutiJRlWTBZlgkwC0GxMARjAkdEIkxEItBaOcdEIJBRGgAzAxDFIPyEQMNggogMCREpRc4xIPgfkC0QYRHQBAClCICGU6RIEQSklCJSSoEIgDgGwMwAHEjw32JmACIuy9Oz7722tHq2v3rTxYnAkXLOFpzZnK0JgtwWfjBTac3t23/PiXtPVBCeu3i12x+KMlBGgdKyM8y67en5vYsHDuzeLyLYQkSama21AAQ/QVsgsCICgMecAiAiRPTZp49jm7OJs5ZFCFt4TAQiSikegzDGhFkAiIgTxjYRIRFMiECElZBAC5F2eff21Ve/8xVPytPvrg1z7NhVPXLvLjsYCjOIojBK0sRof3ZmdhjHURiCoAP1X7704oXrmapS4CspNakite6P/+RPHzj5CJNSrnTOEZGIEJEAogxIRcrdvnyG8+Hm5ur+/QeG8ZBAtiw8OEWUpIkxJkszrfTK0q12e+ab33v5zJWVYerSNDt8+HCr1bLWTk1NA6ooMs/XR48e3r1nkaxT6caN9171qCxsYUSJSBgE1jqBaCW5eEdPfeL4qV8h5QGgaOchJeJ5ypYF2Nqi8IwWkNG6VfH/6Hd/8+SHjr726iujNGu2pp966OiXv/ylHTvmDx48ePTosbNnz+zatatar1DAKysrtWptdm723XffPXfu3OOPP35w7x3/+W/+Zmnp9r/4l/9ibnbupZdeEsGx48el2kjSpN8fbHY6vV5vMBh4nndrOSYd+r7X7/eNZ5rN5qA/2OxsXrjxo1E80kYrojzPy6LUWgVsm0a3qrWdM3M72tMeoxVWfePdTvpFnmtN3d4ms3XOKUWldqj4LAxAWEgpz3j1Rn2+vqfVbIvgrbfe8jwvK3IWZmBgcz9STuXwraPRIOsWLq1EUxDjm6AWtaSQ0KvNTe+AEm7w8u2lixfPG1/7nvF8ba0FWMCBHxEZz4Tr653ZmbnBIGbqe54XRSFAIjI11bbWBboamFoY+WWZtVpVUljfWGF2XPRHcdKsNpNRlsRpNaxmoyJNSkWVURqrQKc28auBV/G6g74XRFXdkJ5///4TM7Xpw4cPTc/XS7GhBHlRADDG+L7veX4QBKzc6vpqp9NZXVm9cuVKp7O52elkaTbos/H9zV5nEA8LdpktQSiEC6bp2d133H0kybLV9VtJ2hv016uoHLnjjj3zs93V9XyUb3Ti3iCJau19d9yto3ovTnUQrq8tF+lgYedsafPnvvlVTGz2UwAigAiLOHaAYIJBAARbCNuIIAKAJkBY37zx93/3H7q9q7ZISi8qrOSD4XAUJyg2k9jjxh07juyZuqPdboOo0WwN45FAoihI09QPfN/z+53NKIyU9tIkqzaq1Xrt5MMPzc/Pi7AQQcDMABRA2KKUAkAgQFgEADMDICIAAhEIhAQkIAdcvvTm177yV5vL57U/3evGpWXyTTQzDT88fOC+k0ceDXVkwYAABEJ3c+35538wOzdbr9dXVtaq1WZRFBvr64u7d6UlD4fDHTt3rK2tQ9TC4t5ev9/tdqemptbXV/0o3Lmw6+Sjj9RaLRGAQNgi5GGLYIsAEAAiCqSgBAIBKRKCG2NXjoEKx+yEWZiFBc45EUmTZPXW+9VqpcjzJE2btXqR5SDUarV+r6+MqUTR6tpaq9UKQzPodxv1mtHaWVY6TJKU2bVbbZuPjNZhGG52NsMwbDZb0/NzZIyAhAVbBGMCESEQxgggAqCIAChFiraIiBMRkFLEW0QcBLDsGCAhBcJ/gzDmtBN262vvv/P29zqr13xbZkmPiPPClmkpxF4U5K5gVWOvfvCOo3unF/bN733r7YtJWpYOIjoKg+5wRXvO8/19ew4s7to9HAyZxfeDNM2CwB+L45iMDsNoemY6CAIRsVxa6wCIMMgABEAR/capo9jG5cBZy8yYkDEWgTCzUooBJwxARAAQEQPOWRApUiIsjvFzjAiLccpI1n/tO1/qvX/G196Lr9+Oc7Vnf+34sV02LYIwEJYgCDY2NozRs7OzvV6/VqsqpRCYv3/21QvXS2tcWWT1sF2rEJN85rd+6/iDJ9I8L3MGUBRFs9msVmukLRnDjEi5d994cbh+k13WarWSJFVKWWudc0qpIs+TNA18vxJ6iqgo8dXv/uhmp8gK6mxsHjt2rF6vDwaDKIxAlBd2dro1U/VqHvKkf9+hOwfd5ShQiqQaeLYswyjMs3yM2RUUHn/qN+575BlSBgBVdt2bJCNPaUVC4jREa+VEjNah4mdOPXTs0J1rqyslC5R3/NDBt996y/f9aqVy5L77vvGNb8zMzBy4Y//MjvbZs2cXFxfuuutuESGiWq22c2ZuY2Mjz/Pdu3d7nvfSSy/lef7YqVPN+QUnEkSRlCUR5ROZ8/qDpNfrXb9+vVqtnj59WkTOnHnn6u0344lKpcLMvu8HQeBpsM197SmWdBg3KtVQe1EQNqp1pWhhYaHZqmtNIDFGMbuyzMd837fWFkWRZZlzzueqUnrp5q0jR44Enre5vuGcU0pX67X14YZU1UilZehiSUZlEqlwz+49zsnCjoU8zYUpT4sbN6+n0jfGpOnIuqJajYzRcTz0PL9erxPpzmZXRAd+1G5Pp2mW5T3f94nIOWet7ff7YRi2GzNJnDlXlmUucForz1PzO2a1cnmeu9xFQTUwQZ6WeZqnqY1HRcllwaUJdLVVLVwORYNeootwR7Tn8J5jRw8dW9g5byLFcMaCmZVSPFGWpYiwkWqt6pzbuXNnnudaa+dcUZTKev1+f63TGSbx2ub67ZWV1Y31jW7v/Ru3di3uP/XUM0mW50V84fLZ02+8ypl69METxpVJfzAaJKurvd4wbbbnDt59L5uwF2c6CG7cuFoN9Uy7QUTf/KcvYmJzkAHgCREeA0BEApQgAEop/BznnFYKRNhm8/7zz32Vi5X+5pXEqeXOcGV9zYuCvMy7aWzL8NQDz+yu7T135r1Rlqd5WVjJyqJeq5RlKcJBEGTDnu+HxkSjYRY2QicFs/uNX//1pz/8lBeFAAkzxkQwoZSiMcEYMwNwwgBEBIAjFghEi2gCMTgerT//zb++9ONvjVKxOertqfUsHSpkTlVV+9SHPjJVmyshjlkEY8mo+6OXXkiSRGvdarRWb6/NzExNTTWzfLS02hcQBI6dUdpTJoyiOI5tWbbb9WEycoRf/9Qnn/zVX3EsAIRZRIg8/BQ5AAQCQASARASEMS0kY8zW2gK2cMwOzsI6tmJZBJCrV65efev0cNDXWpdlmQ5jT5t6vZ7neRBGm/EojkeVaqUsysA39Upo86Qa+oEfXH7/JgCtdaPeqNWqAPI8j6JoMBws7Nnza5/+NEUVR8oIARBhACSKhAgQQMAODgCBAIgIxggEciDGFp5QbJxCCWbAMAwpAuHnCARAaZicizdvv/7y1/P4ZtMvdRmXRTkqeTRImCAa5JlBbnPUjDcVsaqocGlpOBpl7MhZMYEp89RXvGtuxg98hh4M4rLkMKgEoa5Wq/FwOEpG9empu+65+6mnngqCwLE4KJlgYcssgIgA+OQTx7GN8y5by8yYYGbnHDOLCMYUQSmMEYTZOlc4Z60F4G0xxIKfY5gdeZa8ZHP59a//Tbx6udLc+dWvn+n100dO7vnwU3dnKSulwigMg3B5ZdkPsLiwcP3GdUXEzAiCv/6HVy/eYFUx8WD4qx/+xDNPPjjKkstXLjnh4ShOCs/3gxs3bkzPTD/z0Wf2HZwLqpFl50t55cxrZX8lG6w3my2lVBiGhXVBfUopNRqNtNZlWWqyrrRWzHOvnL20HN+4sZbE8ZEjR4IgGI1Goe+zIC9lYW56ypRt34W+7FjYeWvpZhQYo6RZ9T2jmq1WlqayBTlFRx79+MH7HydlANDe+z/c624ys4awLZ3NbZFDaUXK4/xjT5584pEHf3z6dF7YQTL68FNPnD1zRmvted7hw4cvXbqktZ5qtyqBuXHjRhAEd9555/LycqfTqdVqv/d7n3v22a/cc/c9jt2pU6deeOEFrbVzrHV076F7u73u4uKitbZWq/m+Dz8K601bFEEUcVkqpUajEbOLs9WV5eW19fWbN2+urKysra3dunVrY9DtJ3Gn0wEQBIHv+3meA2g5T0S0UVpTGPlB4HmeboTRXLVZr9ecc61Wy/M8Zq7VapqNtVaxrK+sGlJ5knJRCnMlqmTKJtrlEQ2oSLSrTDfvOLC73WrGaXzhwvksy1ZXl/3ARGFQCVWSJFqTH3hKSZ6ngBA83w+N8ZyTwI88zyPScRwnSdLpdGZnZ0VEKSUiRVHAKd8EIszsiiKrVEOtKU3TjK1Rmhkz7Slf+4P+0Nd+PEqU54NQ2jxORlE1YmJS1PanO7cGhw+cWGgfOHTnkfm5WVGFHxoljAk1wcwiwlImaUJExpg0TcuyFBGjTcV4QRgKxAuCsFrRnjGeV1rb7Q6co25v2O0Pgsh84ztf/8cvf7HeXDx18uHB+qrLi2E/7g/zfpzNze/etWf/KHeJFSu4vXRjbqZRDb04Tl78wdcwsTnIAPCEcyIsNCGAE6YtmCAAw+FQRBqNOkAyQURKwGVsy+4PnvvqsDcYxiPRSgemNxx2klFa0on7Hlmo74h8f6Pb+9Err61udOr1qSIpRKRSiQaDQVDxfS9IkqRarefpwJaFNl5W2kP3Hvrcb31yz549mHDMAgGglKIxwU85YQDMLCIO7BiAIWgSElgme/3S6//1b//Dxuq1alCJomoCuj2Ku4nbPXvPiSNPBapecgqCc05rNRx133nnLWPMxsZGJaxomLm5mcXFnaNk+MJr7zCTUsqx00RGKd/36/X6cDCIKr7xTH84PHjw4J/+r3+mPE9IOSFmUcL4JQQEIhCBQCAoVrIFztkSrmR2Fs7COufAW4Sdc1Q4dgIRgThxZ86eOXLkPgKUUiB18fyFIAj27t0LrYjEFdnlC+/tmJl685UXWKTVah05cuRWJzl6/AGICMDOrWysz+9aJD8A6QAyBsGEgkBEAAgJiwPAwthCgAiLQIQIE0QEQIQAMItAABitQRMggRDALALRIGK7unzx/LkflqPlti8V5eI4HiR5Z7NXbzQz5xrNKVSaQbW9udZP+8nhuw6vbwxv3rwdhbUit9qjLEuXbt2YnZ4ZjhLrlHMC0ZVK1XGulKrX6wcPHLz36BE/CHbv3g1AQFZorCxLFrbMgp/4xGNHsc3la2xTJZZEgz0IBAyQdSyAI83QBAE7EmfLvLBFWVjnREQBqp/2kiQByDMhoEJwSrWCnaydvfT2iyu3bxy//+jffe300lr/8RMHn3n0bpenWutgotPpkCp37JjvbPbCsFIUtiTzl3/37YurEtRmy0H/mUcffvLUyTTLLlw475xTipoVOMHN26vvXrgCpY88cHSu0d7sFhyE++eKh++Z2VjrNKv1dJQqUJo5F0wRiVLsuChtnrqBzcsy97798rvvbRS3318x1j740IkwCNIsiaIKqaB00ozMQsOrqbzfX6s2d7z93vlaJIfv3jlfr+Vp5nlenuc0hpz98NiTn7r3kV8RFQKg2bsfs2UeBJ5RZIssSxMwh5UKGC7tP3zs0KmTDy7fXmKRzjB+6MSDr7zyivG8Xrf7xJNPPvfcc7VqtRpFB/buvnHjhud5c3NzIqK1zvP8xPF7X3315Uaz2dnc/PznP//jH/84Ho36vZ4r+Pjx4+fOnbvnnnu63e7s7KzneVGjPoyH9x092u/1FhYXsyxrt9siQspiIghDdlustZ3BYLPbXe92VtfXry/fuvr++zdu3bx1e6nqTJZlRNJqNazLmbkoMh+Kk9xaG0xUKhFAZVnOTjfn5mZrYSXyA+0w22oXaaY1DYtkMBoNhqPU2cbU1P677gyrtRujpStLV3rDnkNuQp0UAz8y7MqG9pIk8Tw9PdMWcUWR+YG3sTYwJhjDRBwnjUbDOZcmJTOXZamUZmbf94qiEEdwiKLIGA1Ivd4IwyCOB6nWZV7kaVaWTguEuV6tRVGlM+gTASLsXDpKnSu1VlFWuXPfkdnmgf27Dy/u2jc3N5PmA+PD00pE3IRSipkB+IEWEaUUJowxzJxnqc+FnRACMxMRi/CYYwWtAQaZKPybL/7nv//yP8wu3HPsyOHuym3N0usPl9f7ooO77jri+ZX17lC8cDAaxcP+TLvmG/R6g7fe+CEmNgcZAGZ2ziWj3FpnjMfMvu8pEqWUiGCCmZeWlqrVaqvVUkoRKUCUUiSatGiycdwbdTrZKB3lackuy3MmnQqLk6ryW9UgyQvl+afffGdjrR8oXykdBEGaJNaVzWbN9z1SrFxOhFEh5EUra+vxYOOJsVOnokokWgl+gsYEY0QEQAhjPOFAaVamSR6FNd/ziRwrGnRvv/TdZ4tyw2No0cPSxs5ZNuAoNC22xpYZgCxLfd8vORulsed5u3fvNsrEvXjnrh2VarC2tnx5qXd7ZW12di5NU2eLvbsX0jStVitRFPX6nVq1IqXrbG78wed/vzU765Q3zJxSyqOCCESEMdEAiQggICFyAIhIKW3EFxHnHDMXUubWOkeavNI5Kw6ALcvTp0+TRRRGKysrMzMzAnf12uX77ruv1+sZo6fb7bNnz7Zarfn5+eEwmZ+bzUaDteWl/XsWN9eWmdkzZjiM+1TZtbg3SZJms9EfDrv9/o4dC8Nh0mg0p6Zq8/PzSikAQsqxQACCdRZKADAzJphZRAAoApHgZ4QAxRjF8dl33gnDUCvVHwxmZ2eTJMmzrN2e2uxsBmQa1fqVa+/54UghTburrZBKW/aGWZpkhYPxa7VGO6g1fu1jHwsVRnHR7Y1u3rp17er1IKhmaeF5yPLi8tVrczsXhPDQwycFZEsJ/XDp9o1dC7sCPwgCv95sOmv37NkDgAUOCgBPOIgAzAzgVx85gm1pmjg7VMgVM4mxLAwRAIIxAitxTvSwFAAAIABJREFUQiQiEIBYmxxQzJSlhQhB+US6yAtmJay0K0aoWOHuuR+cf+tHq2urd+7b/61XLq11kweO7FuY8hRRFEWVSoWI1tbXwkjPzky//vqbszPzZen23XHnf3n222+/36k2ZpENf/0jT9x9+HC9Vrt27ZqIxHEcqNL3NASXrlyfmW4GNY+Ho1dfO89R+7H75++/sxHnLo1jLm2ZF4NuN4iQ5zmA6elpY4wKq7WwVm/Mv7s8eP7S8isvvbFvfuHo0eNBUCkKG4S+KE6zouZhKnCUddM4nl+86/U3z4KHu+bCA/Mt3+hGs5FludY68Mjq4N5Hf23/8adEhQCoeccjGuL7PtsiyxIDMFtlDAGSxx+6946PPX1qfW11Y7Obs9x335Fbt5bKskySZP++fefOnzfGaKJ9u3ZdvXqVmffv39/tdvM8T5Lkscc+dPXqZc/zRfjhh0++9967q6ureZZrR4fuuWd5eXnPnj1xHE9NTQGoNmtLt2+dePDBr/3TP/3pn/7ps88++9nPfvbMmTMHD+wPAl8ptWPHDmbxfY+ZNTRYBGKFVRCwRs5us9tZW11bXVu7eeP69ZvXNjbWNjbW0yzp9/ujJC3KUhEppTzfD4PAWuuHIBFhNkLi2JCqRlF7doYalbnWdMOrzlQaM1Fz59Tc0rVbP7z51sAlBQpLeaHSXft3Xrl52fO80CIMgrxIjacC3wRhqDVlmR304yAIduycK8syyzLP8waDXpkbZm40GiJiJ+r1epFlSZzU640sy/IsD4JIKSUiqtUc9rtlWRqlSYTLwjmnhKyznvZ87VXDSJX8/9MEH0CW3/dh2L+/8u+vv9339m25tre31yuAwwEgAALQgQUE2AlLomhTniRjZ+RMRtYo8mScmcw4jmY8URQzshTJ1kihSFGyTFJsIkgQ7QCCONwdrve97ft6+9df++ZwMT8f13ZdywlMfqax20Bp27b9tckZ13cY1YwjtSh5wGhtDGqjCRACmjFKCDHGaG0A8D4C6JAMtbmPUMIINUbfJ7VCZVAInaWO624O+n/+zW+cvXRhx66j26Ybo34HlOoPxs1B6BUqO7cvULDCTAtkncEgCoe1akGJZDiIrl0+Aw90RykAGG3anU6r2TUaKKVKK0STc23P9ymlcB+iMabf7yuly+USY4xSdh+lRBul0SCCRo2pEkmWSqlQA4IFVoxCowQhfJtkUjDLvXVnKRrHDuGU0mKxKDLR39qqVkuN6UnLAjSJMtgcRImixHJ1kgJguVxe2L1Qn5v2fA+BICBBQgkBAEQEAkjgPjR4n1A4GIybza5SppDLV6tF4vhGpc3lm6EcUgVE4jBMkFLUWggBhCZpZjIqhQyjyHPdSIyEynzfP3Lk6MLuhbV7q2mWSpkiKuNW271BIV8cDAbTjUnPtaSUge9mQtUbEw6zeq327es35nfNlSYnCrWZrX4slZwscErJfQAEDAMgDwCCQpAAQAihhFF00KDW2hgtQcdJ2mp1y+UJxrg0yiB2u51XfvxK3O1ppRhjaZqWi0HOsymlrutorZURAMAY8zzPJo7KhOdYu7bN1RuNZj9CY+I4vvDBByud0HI8QkiWpZbrZiIjwFzb18osHNvz9FNPGWMQ0BCqDdyXCSGl8AseABhjCAACGGMQEQAoGgqGEABC4D5iCEI2Dr/37e/evXoNDPqeX/hQ0RgtpbJtSwihtWLUkxptD9wcMzIsexQARomUmQhj1e3HzPKLOe+3//lvlj3W7I62OoM4DlutDmdOs9kmIIbj6J2z52uNud2LOz7/hc9QyinlUpr19eV6vX779m1KaalYRINzc3MAYAA0UiBgtEZEBaiUQkQA+MRjh+CXZLebiQHlKRqFhmRIDGowmhK0KKUEKCEKQRqjNKGcU2IIMGMgy7SSmhIKhEihkkRkqSI6zuwCt91zP/jL7tqtXKFc8PNvvn9nnFFjEt8x3XHm+77ruv1+Xyk9t702OzPzzju/UNIYA7t3z99dXU+BL+zZY0Faq5Ry5XqhkF9fXwcAyli1XAEtcy5Pw0HgWNVaANHgxs3Wz969+vTx3b9ycpvlms21tWI+sBmL44gHQZLILFWukwvD1PL8nO9zO/fOzaULzf6bb5390mdelgLarXEaa8rw1srFNMs8Yn7lsSM7p8o2s8KUv/v+JZEM61XrkYPbjZKEUiEykYmcHzC/fPTpFxceeQapAwDk2Me+4lgsy5LNtRVGSbVc6nW7SZpqbTyq5yaLH33iUZGlm81WmGb79+zqtDuj8ZhReujQofWN9XAcBkFuslLpdXta62KxOBqNpJRRFD184sjVq1eU0r1e9/nnn293OnEUUUoZkDTLRJYBIWgMZQwQK7XK2trKk08++drrr3/pi1/67ne/89JLL/34x68c2rc3SRJE3Ldv32g8nqrXkySZrkwQrSvVCrW4E/iGEgPIPY8wxh0HdUYYicNxs7XZ7Xb64/F6p9Ptdlqtdq/fu288HqdJqlQ0Ho88z5NKASUAQCkFzseguQEaqQr3a06+4gYnjxz3p2pX7ty4fudGK9yCgFp5V2CmibGpBWA4o37O55wwRjzPzTKJiI5jKaUMynw+Z4xmjA36oZSSUuo4jhBCSgWAjBAlJOcWZzZjlm25g8HQGLQqARg0RuVzPhjFKaOoUaCKZRqnLrVcatcKlcD2834wU9/e6adecW5+8YRCDqCNSSyLSUMJAQDCLU6AEEpcx6WgGQEgBBABwBg0RmujOROcc6K0FAIMcsqM1hlBCoqKzGSxFNnGcPR//umfbfYHjx59jIKJxgMtZW843uoMi7XG7p2LaaRCoTW1Wt2uMbJRK8fjQb8XXr/yNjzQ6o8BKCC/evXajet3KONAIMnitfW1SqU8OVmzOAcAbqQxoAk1QGxOHEYRAyTAuGbAjUEEJB+SAByQIwjCJaWWBxyQnbt+S2QKUCNoYxSiBmM4p8SyDOFi0PWDoFgqMKKZJkBiIfhopL2CKeYqOc8v+LlcEMSiW5yozM7vVsxi4FoSOU0VxZRQgnAfIgJANIh+8fZ7IjOAjBBGLItQYrSRMhMAQD6EBvOB5zGgnBBiCEGjmOBcAzoaKUWFmhLKOKcAFPA+QByH4RvvXtjYanGLEyAH9u7eNTedJqljOcVCyfVtzh2pJePo28Tz7dr2+UFk9YeqUKKVMrdQU2MRYwAMpZQAGAIG0KAhQICARoaI+j6jszi7t7QSJymjnDNmpBRChGGotKIIAPhLBBA83w4CF8Bo0FJqxrjrOQ6zCZL7OGOWZaWZMMZoraMounzpYqlYpIxRQjKtDRDX9ixmM2rnZ+bndsxEySBKRiiwUJigbr41jC2bNcpUK0OBUsqE0cYgAsKHDAO0NBgKkoIFlKGJx8O7t254DrEsm1M/S9FmlpKh49qEQBSFxGVSasv2CNAsiQs5PxqPtTFaG6EUAjDGGeM5nxzYv+A6Trvd7nQHgHwwGFJKw3G41emnaZYJsXPnTqP0k089qcFogsroZrM7OTm5sbEBiJ6XQyQTE1VjTJQmxiJ517YoMjDCgDFoHvjk44fhlwbXP+j2N0oTfpbpJNWdcGw7FifGt6hF0QATwEWWZmmilAKgWniIRKQqzaSSGq2MfIhSYjFmc5pGPDDANs7+JO41CXfqExNv/PzaWDKBJl8KFPUY57ZtR2GEgEKOW622Y3uel5NCBYGztr6SChF4jkpDRKOAG2PGYWhxTigt5ItaSpshMZKiNkQ6Msok7yTs6K6pr774SNhbnZ2uiyzcPje9ttl555ZotzoEuG35yytrxMd6tbhtZvbs9Vs3++OVla0ds7v27N7PuT8epdrIcdrm3Jbx4CNHF3fPVhnRvTH84uxVz6bTk37VM0Zlvh8IkWmtGWF2fvLEsy/tf+I5pDYAkH/ye39gM35v6W5rc/3A/kVAc+vmzXanY3E7G/dqBffxk8ctzrZaHUJZreAimtF4lMTJ7Nxcp90eDoeu7zdmZra2tpIkmZiYYIxlD8xv2z4ejxnncRTt3bs3juN8Ph8nsUb0XFdIiYha6ySJjTaZzNI0cRyn1+3Wp6bu3bs3v2tXt9utlfK248RxvLi4OBqNGo3GaDQql3JROJydm9vY2jxw4MBrr732uc9//vU333jkyENZliHofD6nVMY4JQS9IK8MUVIBASllmqZJnPT7/TQdbjWbveFgvbnVC4fNbjfMEilVkghEIIioJKNEZlkhHzxRO/rI8Yf6afjKm69uRd2BDL1SkBkVCcE5JZRYnAc5l1IAYjzP0VoFuSCOR0pn+/fvTZLI892tzY4QGSHEsiylNABqbbIkygdBmgpCWOAXkjgDYOPRiBc5aEMAA8+hRMdRWMrnmIYyKwVOMJkvu2AFxONI4+EYfI9Y+fLMglOcNdzJ5X0KggJqFiiptFa24yCiktIYQwFti1mWRQgFQPohRhlRmNiUEwQtFWgFGqUQKUfKjCUSItM4iVdanX/3p/8x1PjiY890O02iZRxH3eG4PYymdy5MlGrhIFbE0sxe2dhwLDZdL7e2NtLE3Lz2Njyw1R0CUEB+/fqN67duA2cESZaJ5XvLE9XK5GTNtm0A4JgZgwqoRrA5cxglyAnRa2t3N7ZaUkpjEAHRCIIEkUuZSZ0aYHk7h0Dvrq4MO01AQ6imFBRSgRYBQsEwghmxCSokQhlFjE9ZQgjXwuE8OrBr97FDhxd3L1RLlSQR3WHfzjtHTp5gwMbtHjUSLdcvTxmTAICUYjQaOU7w9ls/N4YQwgFQQQIfIgAgALRBQggAKeUKPrUINQB6OOyLVEpitNHMEESijAYAAmCMQVSUEG1MEsfnLl5KkhQACCGewz3b0poQajFqU4aUKs4M54wDMosYy06Vi+A/fPLYI48cmigVCXIKEEfReDx2XbdQLnX7vUKhQAgBAAUUEY0xSqn1e1sba1vaKEIIIiZpivcBAoCFjAAxxsD/jxjLIoViAACUWIQYACCEMUYI/FeIBhEQEQCUUu+8+xYhhBLCLcsooZUixDKGaSQkyOUCP4rCNE2MyCYn6mB7YWa4RY8c3Dk7t4NzF4Aro7TRAGCM0cQQApYBTcBQwjNtlECZdZqbjCrGWOBX2q1BKlJkihBqjEEkFB0gBEADQWIMJUAIMcZYluW6NnyIEAKUEkoIYxQeIIQgIgBqbd589/2le/fGo/GhQ4d83ztx4iGkRAEorYfNXr1ebzablFJNSSpksVAAAmmaup7ju1Y+8CfKZQFGm//qk48fhl9aurcSp+N7q2ubrdHmVrje7wZ5b3qyPDtZmq1XKoUcR+lztE3KVWxzIjXV2hhNbNszBiLKhdRokDKHAOM0ztwCUvedv/tPnZW7mrJC4Lx3/vYgBWm7VuA7fiHLMkppHCecM9vFcBwy5nBmK2Xy5aDd3txYXmEajIIszSyLcm5xzgEA0bge27lr12arMxiFhNJMcRcyblsx8zw52FUJev1w585ZYlLfZRLJpRUVxWOLs2I5b3HekVna6Sw0Gr3huCtNp9m1CT9+/LjvB2mWEULura4CUI/qY3tmp8tuECgvP/PamxcYqulabmF6AoymhCCAEIICUK944rmX9j/+UWQcAMgjn/xNRNXcbO7YPnvs8KHNrbVbN29MTNZHg5FKRrWid2hxNwGztLxMKJssuJO1yQ8ufFCr1YuFvGXxjfU1P5fLFcvD4bA/6JdLJcuyur1OkiSLC/tHo1G326WULO7Z47puuVQ6e+4sUiiXy2EY1mt1qVShUHA9Fw2iNpZlZUJIIcyHME5ik0ZJmlBC8/m8ZduNRoNSWqzmw2Q4OTl5b2np1KlT3/zmN37rt37rD//wD7/ymS+trCxTSvP54PLli8eOHbl79/bBA4eyRHqeh4iO40gpAz+QShZc1/IcoVVsJLHYIA4TJcbDcNwerbU3V7fWW6Nea9AepeMwS7YtsUaheuzkw7zgLW2srHdboywK0yQGI2SmtTaoKUGDmnOmiWQW1UZpo7zAth3bDxwhBLOsKI6MMUrrSqUipOCcGymUSC1uM2pJqdEQAKa1VizdNje3sbzs28wilBrVqE3WihO2cALHt4Cm4zQdxt3NDge69/jhL/zaP17vpYL4o1QY1Fk8AkCJgTEGCCEA2hhGKSJSch812iAAIAABSqgBzDAlQBghDIlFKRoEgxk3QLUlUyrTNE3OXrn69W9/tzo9c2x2vtNuug4djUbDOE41ndq+y3eKw25oqDVKslu371TKxe1zjWZzPUvJzatvwgObnQEABeR3bt89e/FcKhIGiig56ncq5XylUuGcE0oBcgYshUQhocA4aGKi2enq1ub6enuojDbGAAAFcWDfHs7t7373h512fzCOZmZ2B4F/9ep77W7PIHq+7Xl2PBymGabGzTl+xaX1SedXP/ucFP3ry8uvv36JW6NqMUgGiAx+fqU1Wa7s2rb9kYcenm3sAUqEjo89fCRNo2sXLzKAoDQ5vXMfgJBSDAeD9Y2NxcWDKysbBhUBQAQ0jAAxiARAEdsgAcD7cjmfUdRGKCVWVpf67WY+T7M0SVKC4MB9hBCA1bXVMB5RSpMkMcaEg2a5VCiXy4yxOAqB0uW1DrVz2jCjormZ3K4ddZNpmVFm09JEkVJ7Y3Nw+87So48+/oUvfqkyUQbknXbn0qVLvu8/9MjDl65e2bNnD+ccACQSfEBrfeXcdQ4UqAZQBiAVGhEBEAGY5oDwAAFAIMgY5PIeAdhc3bh2/ZxBDcbVYIAYRIyiSGRCG00IyefzjLHxaC2OxoRQAHQ4k1mWChJnRBOmwHACHmcWJVrElFHL8QjjSCnhJFea/PyXvjK7fT4cDZaWlo4cORKF4Wa/PTs7c/vKteltc7bvqd7YomAzkkZjIVMEUq9PL929l6QKqUepjZoCMEJTRA1otFZAkBBAREIIYyxwOaUUAHq93r3lNWMQAQgAEAQi79NaI+LK2mq319XacM4szihjBjhSC5FyqTjnaIxBNMQgASAACKg14wSBlEqlhYU9dqH40MMP27attX7hiSPwS//PX//s/SuXx1IbdDgE0iFSS5QZ1dK1GOeUUyw4ULTxwPxMKeeJNHZdt1Qqc2ZJpTOBhFCZSkTwXZ9ZJLEYRXn9x98N26vDdDA1UX3j7YuxtjPGJQFuB47rOLaz1dxCxB07G45tb201AagQsjZVu7d0N4timcnpxuxoHFq+06jVUOupyUkCsNnv7No+Q9CEmV5rD7ZaSaWQm56p31lbJXK8f+/e67dWDu6fH3S3LEIRyFYmszDtdVaETKZnFg3ybDSsFYu9Tm+UJNEopIQsLi54vheGIWP8xp17Soq8a8/Vy9yI/QtT+cLEL967AMY4FvE5UAqFQhEA0JhwPGJe7qMvfeljn32ZMgZoyL/43T+I4zBNYz/nep7d3Nro9jtaEU7dJBzVKoV6tehQM+x3qNGpBbt2LZw7+8HiwmIShw43qyt3glxQLEwBxSgKfd/1fKfdbqZJUqnPa60Ggz5o1Zia3DM/j8Zcv3E1icfVicnhaOR7fpymBsHz/WgcFQvFQqEQx3Gj0RgOh9u2bet2u9WgEEYRpVRKSQBs5z6b29Rx2H3dXnvPnoW3337zE5/8+Pe///1nPvL0ysqKEGLXrl3vvvvuyZMnz549e+TI4Y3NtVwut7GxsXfv3uXl5f3797darampKdd1R6NRtVqVUubzeUTklkVdGxCFEMagEGI0Gg0G/XG739ncSsLItZ2c63FC0ijJRBZpMRyOlJJRFAsh0iTJhBiDlAQNpWEUKopIiNBKKAk5ogHVfUa7vo8EuGUFDidGOrYjpWSM5fN513WVUlE2ZgiOgtlCtUjtAHjVDRhjiVEjmQ5lendzLVXSdV3PcR7fe/LLv/7l0WjEGLNt2xijlNKapJkjpTJoRCakFEoprU1MmELIMsm5jRqE1IxxpbUAi1JqjEmSmDEOgFobCwUBY6TQSgqRXfjg7KUPLu7fv09FMlWJMGmURsMk1ci279xDaH7QTx3H6fV66+vrjUbDcRzf9zuD0XtvfQce2OwMACgaBgiDQa/XXr/w/qvD9p0nHzu0bUeVWxYaQwh57zJLVSA0SgOAlk1Mzos+cvLg5tr6tdVIG1RaAYLNw488ccy27D/62l9sbQ57g+Hs7qPlSv7cz7+P/XvEiFzOK5cL4+F4ra3Xs1Iu36h6fH5a/e4/+7wS7fdu3f7B37/dmJCPPbRvsBGjlfvdr/2oWigmYeRwa8e2bQu79+xd3LdvcV+SxefPva3F2CsWZvfs18JorUejcbPZ3L/7YBIl7c5Wr9euVgt7ds/nggARLcsyPKc1EkriOO6NlGI5RKW1VDr1OT7/9PFWc+39yyvKuEAIIBpjLl6+1O63pZRJEgNA1rt3cN/CkSNHXNdbXltF7nz7ez9Fu6jQUsngU5849tlPPR33kq2tbJyMnn3ulNLm9Z+d+ZM/+UvLrh48euLhx46XivV+f3j16tX9+/dXJqpLK8u1Wk0phQDSACJalgUAYatPUbk+8wMWRVG/G7muwxmnlKWKKKmAEM4YJTalDreIZREps2jQ1qQvZWqzCWbngBhEuHdvqd/vd7s927Z27Ng5MVE5sa80HLQ5Y1tbzfld89dvLJ35xaXlzYHtFR3by7v05NHdu7bVbly/0W61K5USISTJxC8uX7eD6qc+/2XmFjBN4zgqlytZlra77ana5M9+9MrxR05MNKYm82XfsQt5b9zrRmmmAT3fXV1ZkTIrlwtGcy0YIpN0iIZKaVHwtNGGKERkjFmcO8wwxgCg3+8vry0rrQ0aACAECIHxeLy2tjYeDbkZTtUntTZRFMZxlM8XGA/6o4xyC0xGKTXG1Ov1vbvno/H46tWrhBClRZRFwhBN2L79h5947sVt23cSQhDxUx85Cr/0t99979KdWykhjLkOckCUSlBC4T5EoQ0CEKNQJhSV1iIzkgBxXZdQch9VUqYZQXSYFXiemytmjs5bity7IcNWZMaVoPDmO5djbSvL0gwN4flcznFdRHQcx/ftXq/ruG4URcYYx3Y73X4YhaPhaGpqKpWS+i5oA0rPTk1ppe9ttVyiKnmfcKs5TMahbjQaxqhOd8sYWa9VN9fulkt+zg8qpfrmVldZkCeFsLfi551xlJOYIBjLssJx6PneeBSOx9Hp06fr9ToiDsPw/fMXUEmb04lquZwLfEgbjcb169cBgHMeeLaSknHu2LY2RqvUDgoffeHzpz/xIqUUUJN/+b/+x2KxMD09df3GVaVkELgIZhxG4ThCmeV8R4TDUsHvbK1bjLVHvf37DvW7I9dyo3BkW6bZXPE8L5+vMUZbrRalUKmWNjfXgYDnFacajfXVFde2GOCBfXujKIyiMMpSz3OjOHZdL01TBLAsK4kSx3YAoNPpLC4uvvbaay+//PJ/+bu/+8wLL54/f35+fj6O43w+Xy6XK5VKoeBzi3DOEXWcRHE81kZ1Oh3fcuM4llKWy+W1tbXt27evrCzv2LljMOgVi8XV1dV9+/adOXPm9OnTb7/99uzsbKlUunDhwuc+97kf/ehHp0+fvnLlyq75eUNAa21Zlm3b5XKZUso5ty1bJRlBk8ZJNBwTgEGvr6QMRZrEsRAiiuI0TaSUQogwioSSWpvReIQAURSlaUooHcsojCKgJEoTyphUyoAxzAAHrRWltFAoIAKl1HUdE8flXKFereZsr+TniNQmk/1wtDpoD5IIXDsUidY6cNxCkH/u2GNf+fJvDIdDAAjDUClljAHCKMu5rsM5BwBCCCIagykaqUwcJQYhTYQUGoBkIsvA0lplmVBSAiFSCIPIDBqjjVFJnAgpzpx5kxG6bdv25vIGcJSQ9UeDWKqgMDExOROnEEeaMTYcDoUQtVqt2Ww+9dRTl6/f/OkP/hIeWO+OAAggBQAOSAnptzdWbvysXhrtmgssZmcQgVN+7RdWLAKhqDQMkVBI8nb85ENH2mut6y1pgCAaAOB0/PjJfZzRP/7Tv9pqh93hcPvio1PF3I2ff7thLXsy2tHIlepTrRG8cWX4zrrvl6oTjt0omX/1P76EMrxw684rP3p7ajJ74tTiYCuhTuG3/7e/nSjWknEk0mjHtolSLghcf9/ivmPHjl2++sHlG2cly3LVgsvzOacyGm5a1KIObdQXG9Ud40E757snjm1TWSINbp9ftN2iEikQaPWG715aj00VABENogqc8andldZaeDe2JHUIAiBorc9feL/Tb2eZSeLIoIyb1w7tWzxy9Kjve+vr68zN/fXfv26cstYUkuFLHz/00sdPjfpxuysVmBdeeD7Nkh//8JU/+7P/FKU6KE8df+TxJx45FUXR+ubG/O55x3a73b4X5AwQQmhmFCqkaAKX3b17q9ftlIu5vQvzN6/fkspqTE3UJiu2Rdsjsd4ZEu5yShjlhNiUAoIxRsejDdsMOCNWruF4E4iAaK5eu9zpdFutluu6e/fubTSmPvb0bK+55nBneWn56PHjZz+48jf/5ZXbK33Hr3p2UA7Ik48e2L2teunK1VanMzlRiZPReBxdub584rFfmdkxnyTDcIxKmlKpkIlw2OtP12pvvPbTU489Ua01ts0u2JaFkHXaq0YqqdNuf12Eg7zL6xPFYydOMdcbRCOgREly41br7qo2lkOpQY2+Z9eqwf75Sc/37640NzZHUktjNCLCA2hwMOhfvnKx1dqaKeoj++azNLmzvGY0mZmbHsZwdzWiNkUtCbONkgcXd7303GMbm5vf/v73G/VJx7cv3lhilPXD3lOnP3/4oY8CEGMMIeTFJ4/AL3332z+9cPlSIhUQahHGpFZSaYKEUmCUE8hZdpZl3LKBslE4jrWwbEtrLaXMsgxQ5/1ACWkzrqVMMxkRYZPk4VrFZ7Kf9UpB4fUzlyLFM0pTI2yH5gt5zrkQghLq+/kwDKvViXa7JYSw3Pxmu2c/MFGtjsKkA9S9AAAgAElEQVSRGzi+HywvLcdhUi6Vmlsd12KVcvHylaszczsypTzPlUo2m5t+4J84sNNSwz17F1Y2OtdvrllOwfPsHAlcFlZrpQuXNptRO1/Iz0xPh1HIGW+3BmGYHD9+vFgsivu0vnr9hpHCtbkUqUOBZaMDBw50u11KqTHGtnmWpoTScrmMiCIN8+XKkx//7Mc+9RlGKaAmj3/6X5x67FQ+H1y+cjnwPW5xY3SSRpVKcbJabm2uWwSr5cKw3+WUpHE8NTWtMuw024yCbeHS0nXbdly3PD091e11R6N+oZAfDHpCpGhw/779nebmoNe1GD186GCWJojm+tLq3Nxst9uplMtaK9d1iUGlFCHEtu3Nzc2FhYUzZ86cPn36O9/+9nNPP/Pee+8tLi52Om3bcQAhl8t5Lt++Y9a27e07trmuFYbj2bnp1dXVSr7Q6/cZo4PBUAoxGAyyLEPENEsopVEUzczM3Llz5/Dhw8vLy6VSqVgsXr58+Qtf+MIf//Eff/WrX/3e97534ODBcRRlInMchxIyMTkpMlGrTXY73V27drZb7al6HQwGvu96npZKo7lPKS1EliSJECKK47g/TKNYKSlTMR4MGRAlRBInmTTj8VgolckMKRFSjqNoKMYxCpEJQsC2bQDieW4ul6vYTqFQBEqEkr1Bf21jQxuTERNRLVBz29GoQZmc7TSqtX/8wounn3suyzKt9dLSkmVZuVzO94NMyDTL9H1KGUQCAIQA0ZZlG4OMWgiEEu44jpAqyjShJI5ipZUUMkmTNE2FQCm1MdgfDMMo+emrrzamGo7jJf0hUhSY9UfDWOogX52sbxuOMiFQaz0ajSzLKpVKGxsbjuMYws6/+wN4YK0bAgAhREoZjga+X5bjaPXyj4r8zr5tec8thKaNwcwbF4JEBdJwqbkBAEzyVnzqyP7uRvtOTyOhiHCfQ+NjB3ZajPy/3/r2WnvYGY53LT46W8ovvff3RXY3J9PFObe2c/e9pnjtyvDV6zw3UZm03B11/nu/8wJDeenaB6vLS54b79o209xsGmZ+79++Ua/MRqNQZaNaxd2/Z77T3Hjo+NHhIKKut7Rxd6yGU9tqvj8R2JPXrr4xXW8Ms2j/4rMP7T817K6IUBzeP6fHHS2z7Xv2yZxvdMaZu9FL3r24KjDA/8rkvPEzB527V1rLak5wl6EBAK31+fNnu722zEgYhdrE0fq1Y4cPnjjxUKlU6nSaXnHiD/787wzLo0aMe5/75IkXTj8yGEbDsQiC3KnHn5BK/cOPfvjNb35zGIezOw88c/rzvusqkayu3OJEUTQEOLMdpJxQliUDixUKhQqCiOLwvV/84qGjxx9/9NQH5y8NBnGtmp+s5gp5vxXTtW6imUdRUYJAOAAgokE97q8lzbvTU5P2xHbXnwQDQMy1a5c6nc7mZstxnIMHDzYaU89+ZGe3teJabPn2rcPHDn1w9fo3vvXTm3dHjl+zfa/iwyc+cnT/rtoHly9tdTqVSiGKhlEUN1vxcy+93Bu1/uEHX0cpGSOWQy2LWpZFCGot9+w+4nv1gweeRk2G405/tFpkuHPXbHnCNXEvsHgc67mdhxS12qNOzrcc272x1P/pO1uK+wCKGhp4bK6Re/LEDq9QOH/53t17Q2MIAcMYgwe0NoNh79Kl883mxpGFyp7ZyX63fXN5Q2Z0fs+2YWpdvDFiriEKgHtGZocXZl548uhWp/33P3l122ydMrx4fd0mpDlce/yZLx1+6EkEQERCyEtPHYFf+qP/69///K0zKhNpFjOLG07jNDVaG0SDqKXgjGmDUhnKORpgyji2QxnjjGljCOdSSpUKMIYiWNyOqZRJ/7MPP1QtOjEkvuO/9e7VYQqh1qN4VCw43LKSJEFj8vl8rxsmSZrP5ymlaAyxvVavj4hCZPV6PUnCfI5zy4vjLAyzIMhrIZUBjQSMbkxNSp05rptlstPp+p5/fP+Ooi0ee/Kx1976xQeX7vqFSVoJKm6xWtDElneXxmBASeH7/ubmZrFYpMQZ9MeNRiOfz6dpagDWNrdci1Mwm+urna2NyYCfPHmy3W4zxpIkIYwRQu8rloqU0iwcFCrlZz71xU++9DnGGKAmv/67/2HP4p5z594vFcuVSkUIkWbZeNwLclwJMex3Pc92OPccu91uLszOzczMXbpwrVGfIqgBszjqS6marbGQqRBZliVTjdpw0KeMMDAH9++PxqPm5gYBc3D/Pq2EUvq9SzcW9yzcunljbroRR+NCLtBSer4Xx/Hk5OTa2tqePXuuXbv2yCOPnD17dvfOXRsbG5VKJYoixjkiMkrjaDRVrw6Hw4WFedvhq6srn3zh49/4xjf+2X/zT7///e+/8MILFy9enJiYNEZHUWRZVhTFiJgkiVIqiiJETNOUPBCG4c6dO8+fP//YY49duXJldnZWSGmMsWwbjXFddzwe79y584233nr55Ze/+dfffPaZZ7Ms6/V7i4uLN67fOHTo4Hg0LhQLjuNwzm3b0R9SFAglRCVCJQk1EI7Go+FQx2YUhnGaCClTKYSUmRSpymIRp2kmhKCUEkJs25JSoVbtfm95cyMxcqSS1Gjk1FAqlZRGS60swvKOl/bDr375y7/xidP1yYk4jtM0feONNxzHOXjw4MKehWZz/c7tO67rTjUanud2u12RCUZlLpfT2hBgShklNSGMcUuhoZRqrS3LIoQYbbTR0jAECwiLYvHKT15/7Y23du5cSJKUSaFAZTobRVEskVv5yfpcfxAjUCFEHMe+77uuu7W1NRqNdu3Z+8Yr34QH1rohAFBK4zje3NisFCeYSNYvv2KltxZ3lvNOXvMx2lOv3chHxlNIFRI0nKDOe8lDhxe6W63lrkYgAEAAqBhDNsoH7vmrt7f6UWcULuw5Vi/6dy++FuCdQOL89vy2+R2318Mz14evXxRBpVx1iru3W//Tv3yJovjg6s9FvAoiqZV2dVvLKen969+/OF2bE3GYpf3ZevnEkUPNjdWnPvL4G2++e2Npk/tOsV7dvnt+39EnZxq7X3vrbxYW5pfudsverkrec9ggC5OjBxtktInJsLFtu/Q5B8JYrj0kb1/ZDCEPAOZDWA7Is6fw1qV7dwc7FPcZaHzg3Ln3Ot2WzEgcx0KNs817Dx07dvLkyVKp1Bt0yrMz//r3/0iDC1plafuLn3rqk8+eGoyH1LDd87urtRoC+Ztv/c1PfvpaPxrv2H3k137jv7fKlSTu/cUf/x85Lj84/16apQuL+w21OGerNy8EudnPf+mf2rmcx9jSzVv1en3f3r3L91ZuX785Wclvm6nl8+5mxFbakaIuRUUAESgA4H2A49562r43N9Owq9scv0rwPn312sV2u7211XYc58CBA43G1DNPHu63lhkVq/duHD1x8NqNpW/89asXL3ecXIPmvaqHn33m+NHd9Xffe2+9uTUxUc6yOErSzsg8cfpTQdH62299rbN0UevIcTglNnPtFNNCbuITz/96MbfN93Od1mBldWmiFixMelP1yXKtgnqYjLrXbq49+viL7YF+9/3zH336cC4Ibt0b/PCNFUFdAEUNzQfW7JT/1PG5fLV69sLtldUIgVNGCSEAgAiIptfrfnDx/a3N9YO7yvt2TI/63Wt3V5JY796zrTnUd9cNc5EqBMtDJQ4vzH7h+VPtQf8/f/8H01MTjOHtpS4zZq29dOzUi4ceeQooQURCyKefPgq/9G//93/z7mtvTBUL7fYW2gRsHo5CboAIraLk0KOPXt1YB6NkEtWqlUceOsGMdfXKldXVVa2147jasnw/MEoRZcqlkoiSrhhHYfdjBw9NVnN9OS7ny2fevdYeiciYWMSBa1UqFSllOB5LqTi3MyE554HvZ1nm54I4jdrtjus4pXIJtKhX3em57ddv3BOaUmaPRsNSfWaUSpvRqLspjcwVikksRqOYM7sxWRn01hjTgCRLgdlBYhFL0nwQe3kSRnYuqG9tbQ2HQ9t2fN/v94dZKh599NFarZamKWHs9t17jkUp4GjQo6gfP7pvYmLiypUrruuOx2NNCCIgYqlUUkqrdFSqlJ/91Bc//tJnGWWAmnz8v/s3g8FACDkzPes4HmNca1Op5IQY9XvdarVCCaAxhMDm5uaxfXvv3F4SiSrmSr5raZ0oGTabrc3NwfrGGqXEsmg+HygtOWflYr42OaGVIMaMRoOHjx9D1Lkg3xklMktbG+vTU5NxOPAsKxqPiuXC8vLysWPH3nzzzaeffvqtt9567rnnLl68ODc7F4ah57mMcQCklFFKjUqLeZ9zvm3brOvZd+7cevqjT33ta1/73d/+H37/93//N3/zN3/4wx9MT894ntftdufmtgmhPM9TShWLxfF4XK1WB4NBLpdrtVqWZUkpsyzjnIdhCAAiE1orrQ1jlDEmhGw0ps5f+OCLX/ri1//qr1586aXBcHDj9q1nn33263/19a/86q+/+eabO3bspJRwzhljWhu3nM+E2LF9ezgaFzyfEUoAOOOu5qkQlm2nQoRxGCZJnMQ6EypJ4zhOkmQ0GjWbzcFg0G63W/GoNxpGMgtVJjgxFlMUjdBcG+bYSiuCkLfcYbP/P//O73zxuY8oKTY2NqSUm5ubANBoNCqVcr/bvHPnThAEBw4cqE/Vr1y+srGxUchbjz35pEXolctX4zjN54vVyiQQkiQxpRQR9APGaAAwlAG1kHDK/L/4+rfOnb+2fef8eJxwGRuKqcoSoaThtluynMJwnFBGwzAUQpTLZUTc3NwkhExv2/HaP/wVPLDWDQGAELK1tXXvzlI+VwKjRxu3mGjnS5aLtiEjRSZacVFRLtFoNJRaNmcUwlq1vLq0ttHuKa3MhxB0xnTKCK62+r1YpWE6Wam5FqyvXibZBld2sQDlUjAYy9U+bvRdp8ADu1DJw/GDkw7wje5dTlOOiW8VjDDcVz/6WbteneJUEBJOVysnHzrRXF994rFH33jrnUu3V4ntX19a3bmw99Nf/MqJE8+EYsuAFcdw5fztnKMd2k9CuWexTOKeTMbVyYZM48C2pEBJi1fWxjHPAwAipknqUXVwt9pcH29EeWQOhQ9prT+4eL7bbSlBoygSapz22wf379+3b5/ve71e2w5y3/j2j7ntUyUiOXr86MFHjx7sDlqO6+zbu7dcLgspX//Z6+fPnZNgBPovfe6fPPz0s1qnN6+d77fXRr1Orzc4cPjoMEy4zVsb13y3oZVPub1/rp4Me34ht33nzlt3lu7cWMr53HOIa9PYuMYpKepSVAQQgQIAIgJANGyr3tr01CQrTlt+CYxG1FevXex0OpubLdu29+3bNz3dePzRfe2tVUrExuq948eP3rx591v/+ceXrm0GhboV+KWA/cpHju/ZPvX+2bNbza1Go55lYRiFt5Y2Pv2P/tudCzsvn3/9/Ve/PRiuGpSeXZvZsWNl606xUN/WOPzIw8/cvPnW5kb3jdff+PRnPn5yf0NK8tCTH0UcDrv3bt5cOf7wJ3pj+Pl77z31xP584F2/0/vpO5sZcwlohizv87lG7iOHJpxc7v2Ld5ttjcyjjBFCENEYvK/X63xw8dzGxkrFFicPL8osuXVvPU7U/oO77m6M1jsW95AoAO4ZlR1ZmP3ixx4bRuH3fvqzcsH3fbvVzjCTV+9eOHjiYwdOPU0ohQdefPIw/NL//Ud/+OPv/D0XSqYx5ZAmYt/ivmq+OBkE9Zw/pvTnS2ulXIFpWSk6vs8l9cfhCI0GMJSSpfVWvlBOUxH2+8cO7K2XyzSwsmRMBwPU6TALbSd4/Z3LKdqaMY0yS1PLsgrFwng8yrLUdWwhlWU5QZBPkqxY8tutzXanXSwWZ2dnGVGztfy27fPf+9FPEGyDbGl1jfs5gSDSdGqylEmVC3JpGLVbPdfLzS/sWVu9Nxps5VyLM79SqTmOl7OdwEkeffzI3/ztD4U3e3fpVhDkarXZ7qAn0rFMs1OPPVabrBmDmRQfXLwk0iznu3vmd8zvnNs7N7W2vvqzV1+dmKhKJaMMpVKIWKlUEIHo1LKt51743ItfeJkxhmjIxPFPASGM8lyQt20vCAqWZQeBPRxsMcYq5SoA2LallNq+c+e401pZWT+492CaZJzC6srdtbU77VZbaQvRAGgEo7VENEAwXyhYlkWMpgSNlrONhjbywL4DtcZMOg4tig7DUb/tMJJE41whWFlZ2bNnz9tvv/3Rj370lVdeefrpp8+dO7dtx/YkTqSUk7XJbrdXKpWEyDyLFQK3Wq3OzE7X6xOt1tbi3j1nzpx55slT3/nOd06fPv3mm2+WSiVjTKvVKpUqYRg7jjMejycnJ5eWlk6dOnXmzJnnn3/+7bffPnbsWJqmQoh6vd5qtcqlUhxGxhillNZaCJEkKSHQarZmpqevXru6fdeuTIneYHDsxPGfvvrqZz/54ttvnzlw4GAcR5xbaZqkaVqsTdy+ffv0x55/7bXXTp06tbq66jjO/Pz80tXruxd2CylzxQLlHCixHNsBRqWRxqRZlggxHAyi4TCJol6WdrrdYTjuDPutfm+URKMoDAejdByGWRpnmVYmsC0ZJv/L7/2rTz/zuG3xwXDY3NpSSjHG6H0E0ngchqExulgs+n7QajW73a7r8mMPP1IMcm++cWYwGBULpV85/TxY1uVz76+tr9VqtYWFBUpot9dVUuUKjuU4caIyxf/9f/jzja2BlytpTR0daTAZKiHNMFKZtKqTs0JqJGY8Hmuty+VylmWbm5tBEFRq9Tde+Wt4YK0bAgAitlqtS+fO375zjznuVLVqM224GW6042wgoeZYFufUdulkvcIJtWxijNLSCkdZd7iZxrHM0mIhp4n2bYrG9CKpqM+EQqXu3rm+unY9sBQn3uxs2WHGs3NnLy/da8axbPpBeaqcf+TwfDZS1enK1nqH0WalaIEo315aWVrtF3JF14HAV9saU088ejIZDw4sLr77/rkrd5c1da/f2Tj28MkvvvzrheKOFEWm3ChJLl+8pEUv5yDFIjDKjdIIknCjBAVBma2o7ec93yYGNSBcOH9hbWWZ6bGWfsLREOM7vsUtqXQUR0ImWnKlZJz2tzaXGWMUSCGfJyaVEpsjpTW1iREUJn1/qpg3JDMcS5VyqVDgnCZh2NrY1JTWZxf+0a/9820Le4RRQkullcyyLJF+rmAI00aFWdtj5Z/96PW87+xrlGQyNgxs34szNRgKRrTFDSNGawC7INEGVIAKEBm3XN8HQlrrK2vXz9sWT1mgkBoljNGDQXc4GmWZ4NwqlYq+71usH476oFClspTPD0ajtdZgnBLKOafcsanrcMehWkgCJJ/3EBQaPRgOZ3c/8tKnXy769plX/yROVqRIKU7WG7MbrbuN+sydW1u/+vJXV5avxKH6ySs/+dRLHz+xb0d3kJ544jmJ49Fg5d7Nu3YwnSjW7nemKq7rWJsdsbQBkjoAmiEr5t1ynuyqGtvzljcGYcyHoQBKCAFjUGtttBoM+jduXu90WzTp7Z+fA6OavXGaibkdtUHE1lvAXbAJRWZrldVLzuEdU0jplbu3K+WCzXEcYhYm662VhYNPLj78+GStxhgjBD715P9HFHxHx3kdhoK/9369TC/AoAw60UGwgl2kKImkJKtZsS05ihUncfa9rHOye+I4m782Rd7kpfhtkmfLaa6xJVnFVq+kRVECewdA9D6YPvPN18u9d706R+/9ftvBZ/71H//m9Huni5slrVQe6uoVFEWIRiHPdnemj+zun567c/7m6uS5mUg4lmqWMDEgVSRZoACbVqOpOb02n4un2yzXj8pCZ0rpam+WJJH4buDZFPumaUrh5Ku/umD4iIHAt3UfgVBISaYTlUqR51keUoyB7VFZTdR1h5PYzfw6hBAhFIvFDF1TJU4UpEKhBAEbjsQbDS+iCL5nOJgaBLKciHxLoK7nWhhyiUQqsHSFh4Zl1m0vmm4BGIVDoufqHe3pO9O3CNOi1ZfbmtscL1RxGqZZAxg8+OBDTekMxrRcKV+5fMk2sSLxhw7s6t+WjXJ8XauWSvlSpVgqFXzCBQGhlEYiEcdxEECiJH/ukcfufehhyLIUAJjedYpjeZbjKUYAIAg5ABAgAcEWhIgCACFCLMuxXCSeyG8uR8OxdCrDIZ4EHoL+6uq8Vq+xbDgcCgXY83wHQlCtlgGkGLFKSCWe57m2KHC+68Ri4YP7D6iSMritL6KI2DV9Wy9vbWysriTT8Wqt2tXVtby83N3dfePGje3bt9+5cycSj3meZxhGJpNZXV1NJBKmaYZEnkM0FosJArd3YveFC5OPPvrIe++/d+/dByc/mTx85PDVq1djsRjG2LIsjhVcNyCEmKapqurt27ePHDnyk5/85Mknn3zllVcOHz6saVqlUjl48OCZM2eO33337PSdzs5Oy7IURXFdVxAEQghLAAOR7bseCQJKTNsmEJRKpbgS2tjYiEZjruPEYjFCCc/xsUhkYW7hgQfv//5//uSxxz8/efECLwo7du589YWf/tbTT1+4cL6pJUMhtF0n09pianpLU4sXBOmmNIUQUMpAKHBc4EFAqa4bFAJN0wzTcB233tAatlmq14rVSqVas00jt7r+X37ndw+MDymyBBHayuU8z2MYhuM4SRQrhTzGmFKiKEoQYF1veJ7v00BRQhCiWrVuGJZjuwODQ2o0ujI/VygW4rHYnj17EGIuX7m8sb7R3ZXYtWecAMGwwF986x98ItYbLicqgq/7xPcBDQiqNtyaFrS09QIIfew0Gg2e5xVF0XW9XC6n02lRDZ997znwqbVSA3yGYLw4f+fW1QsiwrGwHJGprxUKdbxajyBFVbhQU8zbu73TMwMoIs2kuaJDWTnABnADp1balo21dWdlSdIN58r0mo8kBjo+gLdvXCqv3RltjTO0MTiQFRkxGmp69sXTk3dyZr0sJlq2Z9nf/MLd1VquvXf4xsVb6Ujh5PHdhh0+M3nrxz89F4+15vNbgkg72zKDPW0KD9tSbfMLqxXD8AKyVaxsGxw+du+DdgCNgLExCzxcq2xu5VdM3ens7BNkSDwaOJaqMgIAVcflQr08jzqbQXsq7Hoay3BbW9pcBXl+gHFAKYXI3z02kFBD16fma6aHfRv7TICDYnl9ceEiCoCnO0cP7AJU3yho736yrFkEIeJRfPe+0YdPHDGsRqlm4CC4+/BBgN0LFy4+9+qbtuP2bBt/8MHfDEWjtu+ZrutDwDKMyLEAQMuyMCUUsSyQSlv5cn6xs6WJ+L5u1An144m07wuu5zEcpJAAz4NABkgEHFA53NWaNjxsBpThRdcw6rWa53mU0lJhlecQZFg1FMGEUkoAgAghSgmDaywkVsNoSqa0Wm2rsn76wjTGcc8tAsjwyN+zfSAeErPZ1nzOicUliFzDYD+8dA5Ioccf/+2Ekq4UL5vVJd82dUdWo1FBJIocnpmeu+f4fTQIJIm/eu3iwMC2rmyf7RLNIRZGAQlYGCyv1nQ7oJCykIUSz3GCBASGgRhRRIDEM4rEC6IEAAQAlEqlpaVZP3AJIY7jbKyteoZuOb6khmUlFFE80yyblkEwq4QYn/jFIq7VXJ7neMQT6lPgqRFprHebZRoY+g1Lgwhqdauhe7KS3LFzX0f/yPDICM/zAICTh8bAZ370D387ee6jcrlAAYgn0x2t7aFwuKZV00l1747+q7embsxv6RoJfMKLmFIrLkdjyaQV4GKtLspKcXZBCYUNy0HEP3pgrxIWVFV0LJP4DqTEaJhSOPXaex82HMKJUuC78ZiKELVsI5GIhsNqjJdkOVSo67qPtyo1UVWXlpeCIPB9v6OjQ9d1nuU0Tec50ba8TKYFAKcnm0HA59Vw0bBj4ZSEcGBUtFqlZjjJWETExqH9u7cKuY1yrWbT2eU6oIFl1M1GbWRkgGq1sZEmGtCp6aLNBA5SGxYaGBhUlYhh2BSQUqkYeFBg0P594yPDvaIQMoxGtVq+PXXTMBqB7fwaQkgQBAAADaggSQ8/9vh9Dz8MGJYCAFt3nGI5jmM5xLC+5xNM/SAggU8Cj1JKCKEAUAogggAACCgFRFXUUEiJRJSBgd719eWNtRWJkeLJ9mLNYUUlGovcunbeDyyIGFlScBC4vo8QogAeOHgwHouV1tfb2rN7JvbFo2qlsLa5ML0wfb2tObm2tjI+Pn7r1u3R0dHV1dXW1lZd12VFQQhalq2qSqVSkWUlCHwEAMVBNBpxXfP4sSPPP//Tb/7JH//93/3t008/efbsR3v27M7lcgHG0Wi0XC5nmjKO7fA877quJEm6rnd2dt64cWNsbOzMmdOjo2OFQmFtbe3gwYMvv/zyqZMnL1y4MDg4WMgXWttay6Vye3t7vV6XBLGlpWXmzsy+/ftWVlez2exWoSBJEqTUdVyMsWEYFIBGQ9N1PfB813G6e3pm7tzZuWvXzJ2ZSDQ6ODT0xqtv/MEf/MEvf/nLbf3bbMdpmGZ7Nru4uNgzsG16amrPnj3Xrl3r7OwMhUKVSuXw3j2FfCEcCrEch4OA53kIoe04lEWUUtd1TcMkQdCo1TPNzSGeZXmWskyhVOQ4DlKq8CICwHUsSqnneZIkEUIqlQqlFCIQiUVN07Qtm+U413FZlguCwGw0KpUKACAWj8mSXKlUyuVyLBoe2T4SiScapvv3//07BMobW3VRClNX8wIMWA4DrlwzLRckUhlKke97WkOLRqIIoVq91mg0WltaicBOvv9z8Km1UgP8L5BD8MrkWeBbMs9a9S3Wr2+UzJyVYNSwyofjirF7rMM1fCgiw0EbeYuyMgU+i7FTy3e2KJ293QIv1jRjZrlMeJWhngfQrWvniyvTLSlF5lFElbItbW1NLc8+/9a5m0t2vaCm2nuT5Le+eEzXNrO9Q9M35iJq7dhde9wgNHn5+g9/fK4pld3Y3EDIYwHtbE0M9WWhR0U56jM8RVyl3mhta77RijIAACAASURBVB8d3e4TEEDGpzDwged5+Xxuamp2z+6dPKsZdbuc39y5YyDZlFqrNIq1KMdLbQkvm1I83+QEZTPXWK4zmFAIIQCAAmfXaF9cVW9OLzZsjH0PBwzGQaG0PnPjXTagdl07cfd+lnW3Ks4rp++UGxgiiim+a/fQwycPG5Ze1CyG5e4/dZIE/pnTp1986cVqo6SEY4cO3ze4bcyyTMSigAaiGBIENcCYEkIB9alPAsbQzOXFhdamCAsD3dAKhc1t/cPlsm8ZjXuPH0EMWVzLez7LcAoSmLCAR/t6ijUzXzUhK0AS/BrGGACgFZaTiajlUUEJEcAAQAAAECJKsQA1DgGtUm1vaS3lC2v5lVfenSQ04ToFQiDP+EcP7ojIaHSof32lkc2mHa++vq6/9asPRvYe6ega4ClLiA6xjggu1T2EuKZE2Pft2fnpkeGh5kS7KApra0updEIIhw3LEhjY0Gq2ZSyvrPf27chkso5n8qw4v573CMMDBgJAEe7va+cRtEzHpjIAgBACAMDECwKfEGKa5u2bN+rlkqYbqUzbr33uWHOxsFCtFSlmB/paHMv98Qsf3VysQiGsoAgFDiF2d3fL7z91b259mRdDAWV6u/pffuG1194/t++eBx9/6qsAcwAASikA4MTBUfCZF/7xnz4689axu/YanrNWqosM6zS0WEgyjGosrNRdvFG2VCWGMSHEQwjLLMPwEmX4mfnlppZ2f2tN5Fg/CAAFkVg02dokqSIJfIFFNPC0ekOSo2c+Omd6NJxs1nRT4SFElGFAe7ZtcXG+SYlBxEFRMAnRbJsVpIXFJfdT4XDY94NYLM4gThBkw7ApBQzRwiJjGNVQLOGyQjScljlErOr66orl4W3dHRHW6+/pWFlbAaKsB+z8phMJh+qVcq1S2tbXQ51GtlVgIbu8onscKGlusWROTOyLRhKO40EE81tbluGxEPR0tXR2ZZJNXZgEptm4efNasZiXEfAcp6Ojg2XZSqXiO54ajnz+i08cf+BByLIUANi+4374KUppEAQIIQghIDjwXAAAx3EIIfoZHFBCglgsZlk6L7CRSNjznFBIFjm2YUGXyN19w7ZjXD5/xvfqPMNByiCW8QLiYzw2vnPX7j25zc1abrOrt+/EA58zGrVbVye9RiG/OtvTnpmfnR0bG7t+/frQ0FA+n+c4Tpbler3e398/Nzc3MDCQy+Wy2axhGPDXAEjEo4lEZLi/79LlyXuP3/3jH37/sccffvPNNzs6OnzfX19fHxkZuXbt2vDQcLVcVlXVNM1EIlEqlQYHBxcWFoaGhpaWlrq6ukqlEs/z4XB4ZWWlo6Njamqqra1tdXW1ubl5dna2u7t7c3MzCIKxsbEXX3zxm9/85rPPPvvUU0+dO3cuGo12d3cvLi6OjIxYlqUoCsaYUoox9n3f8zxd113X1TTNcRwIYX6r1tvbu7y83NnZ6XkeYph0Ol2qVvoGB65evXr8+PHXX39t565dtm1/fO7jP/6j//IP//APDz/8cL1eL5VKe/funZmZ2da/LSBEEkRVUSgmIsdLgmBZFgdoQLEYCb325huGYUTV0M6RsYgaWttcgRBKohSNRgGgrusRShgWIgQ9zzN03TQtjuPSTWnP8+yG0Wg0CCGxeNx1Xb3RcF3X8whAEPEswwlOAF59/XSu0BDEEMWG62FeVOuGU6rqgBFjiSZKkWM7ruuGw2FKaalUcl23tbW17um3z78LPrVWaoDPQMAwFFw+f1YrbfV0Zs1KEXrF1a3aphVmQ1GVjyRD1s7hdupDG9uaBYrVALAKhYQjhPFqfZ2hRDpNCFPXjPn1OpJjDMUuoTeuXmjkF+NxVpVDEif3dGS7s23f/v5LZ69OO5WNcFN7dwJ99Ym7PTPX2b3Nqmk8r7V2dloNfP7SRy+8sZROdayvr1Fgc4Briom7x3uHevssFxZ1H7AChUwy1dTT27uxuZYv5mzPct1A4MOpZNvC/NLY6Iil1fSaVcit79k1EM3Iq5WaZjezjJiJGJ1p2Q4cXopu5s31OgsABABACBnWHR/uiavKjakFzcbYC3DAAEC38qtL114TATBr5VP3TnBsoLnSf7xycb2KKaSIkmN7hx8+eUQztLqhC5J8/Pg9mMJfnTnz9puvbhXXh7ePHzp8353Zi9evXwiHxcCzXMejFPE8L/ACx3M+8CHkWlt7m5v7jJLOIWZ9fXnXrnEM+E8uzEYU7oFTxziEZ9frBKqQETGiKmPtGOjOV+3Nook4hVIPAEApZRhGW78TDas+I/KhBIEsoBgAgCDEOEiEPQ7RjZW15lQ6t7a5Xlh/9fRFCNOOnYeIY6h17PD2eBiND21bWay1Z1O2U9M0eO3O3PDOuxJNGZa4FEIeEYbihusCilLRmGU3NjaXm9JNg71jQeDV6+WFxbmZlVXbMk8dPxISWd93z5yb3DE20dXR6dgaJ4RmVqqGzzOAQkp5jh46PIwILhb1pS0b/C8UAEAINS3z+tUr1UqxYVjNbdmOzs4vHN1WyN8plTcIAcPdbZbh/sdzH11ZqAMxLPEcIBYijZ6u5t974lQxv6WE0rwQHRkcePFnP/zBS2+OH73/oSd+m4MCoABjTCk9eWgMfOYn3/nOxdOvP3bywMLy0oXpRRIEAvUGulooDiArtPQMfXJturu7W5ZkhkUAwrn5Rcs0I+HI6uJqRzbLmvVESGIQLNf16aXNwb37SrVaW3NzczqBA69aKQGKRYFTwvGb82sXb94ROS4ai4TCMoRkdW1FYEOVSjUcibAs62M/FI0uri5DCD3P6+3tzRfyoYjKIHb79p0M4ufm5qsbK3FVKGytNWc7hFiaUaIMDczKVqmYDwCjSqqW3wzchhd4gFey/cOFqgYJDdwAe56qqNhz49EAYKqbkgODWkMDhNu7dyIeS9m2y/Hs3Nyc0XDDshRSWF6gipriWAYgTEmQSidQEDiWFQRBJBIBv4apH5C7T5w8evIkYFgKAMyM3gchFATB933P8+CnEKAMBL/GcZwgCAAAQggAgIWo0WgAChGDGMQAgCYm9lFEW7qzkJWLVcu23WuXJgub8wx1BF5kEIcptV2/f3Bw5+69GNN8fqstETty112yqs7O3Lp59Tz09JAIu1qb11dXOzo6bt++3dzcrGkaACAWi928efPQoUOTk5N79+6dmZnp6OgoFouRSMQyzd6eLgCC40cPLy/P79uz+/atG3393dPT011dXcVi0bIsnucXFhYyzc2b6xuhUKhYLPb29l65cuXee+995513jh07Nj09HYvF0un03Nzcnj175ubmhoeHt7a24vG44zihUKharSaTyUKhACEMh8Nvvvnm1772tW9961tPP/305OQkAGB8fPz06dPHjx9fXl7OZrOFQiGVShmGkUgkZFkOgiAej+u6Lsuy53kEs5ZlUQo0rW6apmVZpmm6nseLQrlcHh4evnXr1q5duyils7Ozf/TNP/q//+zPnnrqqampqeXl5QcffPD5558/cfLk7PxcKpEElGLf7+/dtjg/Pzg4qPKcHFbFSOi7//K9XC4XD0c+/7mHWYje/eCdQqE4ODiwe/duwzBXVpZZlkun4x2dHbquU0oQQizLUUpt20YAAkoN0wyHw77nWZbl+T6L+FQqtVnMl6vVTLb7n//H98s1FzEih1zHw7yoFipareEwvByOJimFhmEghCRJ8n2/WCzyvJCIx6tOfebSGfCptVID/E+UxZ5/9cLHvlnvaG0prq+FOKOomct1AUiqwoXDorZrpH1jKdfel9UMulGwAKtChDiKGa/S3S6kM62EsFNTswaWkBxnKXUJvX51EusFWTQSkXQ61taZbc9kEn/57M/OXLjuV9ajTa19TcpXv3gUW+sdHV2tIcF2tqLpDrth/PK1516ZdBPxto2NdUKtsBBNJ4T9u/t72lsuX5ubvLXUMCzNtNs7uv/wT/6sWNx8860XFYW7dulCLJz5+n/9v27cuDU6NlCvV+vlxtbm2v6J0VS6fWErb+E0y8EEXxhqTxjYQ2IsV3K36iwAEEIAIWJYZ3SgIxkKTc2tVHUP+xj7LKUkX1itL3wAbN3Tqw+cmJAVdq1M//WlS0vlgELIEnx83+jnThzSTd136p0dbX2Do5QVfvHLVycnPy7XKoIY/8IXvsaGveee++FAb9u1y594VkVAmOM4lmXb2rMbmwWG41s7hlOpUQlwt65fIdSPRNSObSPnp3PxEPfo/UdZ6syuOQFVIBIJIiFOG+xMVDSyVfYQpxDoAwAghAgha2OaAUCINXPhJoJYQHwAAKWUENySAoj6i7PzyVg8v5Ffy2+8+eEVAJscewtCgQH6XQeHIkowPti3PF/u7896ge658tTieufg/qZMZm35GqUetVzb0DCPRVXhGYlhuEQi3ZTKRNXQxuZqtVZyHPOVX7xTrza++Sd/THHw9vtvA4GZ2Hmgt6PDtSucGJnd8EwcgihABAmsf+hIL/GdjZVqoQ7+JwgRhJBSalnWtWtXSqWCbtot2c6Oru5HD/cUC7Pl2joOgqG+DozRv//o/Qu31qEYEYUIwgbEtYGe5q89/WixmA9Fk5IS6e7s+PDtt9/+8Epr356Dxz8HOZEQQiklhNx3YAR85j++993rZ147uW8wn8//6uJtVmCQb472dgSeG0Cha2T3zbnlWDzSaGgMw1Xruk25wLEiHKNAytKAwX5CFTlEq1YwvVEFarPtYVURBrf1losFUeb0ekGAOJ7KXJtbq/sIMEI0GqlUi6VSgWURZhWW4eKhkMILdr2ebEltlraKxaLnudFIVDc1NSaHw9FMc4sf0MJW0dwsJ6NqtZKPp5ujmXaiRijxavn1laWFWLK5Ldu7NLOAPV2Sxarpdvb1k6AhsJxWqRW3SqlkSvTN4YEUA5iNLcfAbq5W9wLmrruOdXX2Agobunb+/KRl+hFVScZkQSDYAzzPIgaoqtTV3RVW1PW1dY7jWltbIUQix1PIjIzv6B0ZAwxDAYCJ/qMQQkVRbNumlMJPAUIQIAghQgj4FP1Uc5M4MbFvcWFZ00zbdABgu7t7t8rVSHtHd+9Qva7funFjaW5KZnweuIjlEeIMy0ykmo4cPZppbd+2bcD3PWoaiiI26rXJc2ca1S0EPJkF2dZM4HnJZFLX9VQqVa1WGYZBCNVqtVAotLS0NDg4ODU1lUwmDcOIx+P1Wm1kaHB+YeapJ7/48ssvfOU3v/zB++9O7NudL+TD4bAsy4VCoaWlpVwuh0Mhx7IZhqlWq7FY7Nq1a4cPH37llVdOnDhx9epVVVXb2tpOnz795S9/+ac//enJkydnZ2fT6bTneaFQyPO8RCJhGIYkSYqi6Lo+MDAwOTk5MTFx6dIllmVjsdjZs2f3799/5cqV7u7ura2tvr6+ubm5bDaLEMrn8/v373/++ee//OUv37p1S1WifX19W1v5ZDIRBIEkyRCCwPcty7It23GdcqlkO46maaZhtHa3Xb92bc+ePfV6HUI4MTHxzjvvHD127PrNG20traauU0K7sh0fnjnzyCOPRGUpHI8Wtdqt6SnbtiEme8Z2cAzz0qu/rJTLfdu27ds3sbmZ+9WvfmXb1v79ew8dPnTr1q0bN66zLDcyMrJz5865uVns+LIsC4IQDoc9z8UYE0I5luc4drO4tby63tHb/5d/9W1OjGHCQGISgCjgDBdrhochF44kMCaNhsayrCAItm1XKpV4PM5xnAv865+8Cz61VrYAAJRS+GuU2oZx/crVarks86xZzzMswgxX0f1ASiqCGIJmJsq5jUYi1ab7ngv9miZgswaob+pllglCchj7QbFaiibbECNR6rgAzc9NV7aWWIBkKdSUzoRDIVmRznw8uby2ZlmmEoklVDg+2gW9RnM00d4UB54dD0cxdc7fuPbxVKMplc7nNhAI2jOtqSh39OBYazJ5+eLU5LXZcsNe3ir3DIw+9Tv/e/9g7ycXz6phcWHqPEfgnj1Hz1+4Ojw81GhUaxUrv5Ub37FNVJStsiGrGcSTMKh2x6QGBkwkXWr4jQZHIQsgQYAgFPT2NKuqsLS0YejEx8QnDAh8rbBaWfsYuLqllU7dfYhhnZJOfvTL22slSiHygbl7uOvIxLjp2KzZ2NHfFU/E2Eji7dOfnPvkskUamAn/xpe+vmv/8K1rU72tmdd+8S8z05/IHHFsPZTqOnLf49fP/9KGfAB6Q0rz/sF2bWOdR8zS2nK6s+/S9IbKkwfu3WdUt3K6EMl0B1CAFAtBoTnKGT5v+DxgFIgIQAylgIHAKS1zLGLUOJJjBCAGY4QgIRRjX+XL2LOWl5dlSS4WK2tb1UvXlgAfMe26iCjEINuGBIZMjGZzK5sD/W2u3VjdDK6uVD738NNj23evrM/PTv+KR2RteXFtY6mzu29qZhYB3NXe/Qf/2x9Flei5c+/apjHYN/bWW6dLlcpXf/d3F1eWL12/FhB/z86RdCxua046FVks+0wkCyCHKJWQd3iiO8D2ylZlow4QQSxgWMASFlIIKKWmZV67dqVQzJmG097e3ZHtPDkRL5cWKtUCwczO7UNqNPqDH7/x+vtXkJAUuDQgOiWV/r6mrz/9aG59uaOnt72jW5Sk+uY6doKZdYttGg0ERCggGBIMTxwYBp957kf/snD57K5tbfmtwjtnL4ZCvMjCseFh7PmO43ZsGy1ZuF6rl0pFjInnYcRHXGh2C/Tu7hikxbrHiwQjCqaL+s+vLtcMNiaqPW2t8URkZWulf2SwtLHlN5yOjq6Lt29vanXEhTlREGRJ03XIMgBA33EVQYqpYUhpOBZa2VytWQaD4LZst1nTAMNU63UHe5bnSrJkVKuIQRBCz/P6+rZxwEslE/lSpViuBpjGUulSpcIAyiHkO3ZIVSmPIwJLHcfzQQAFmVjJZKJa1wMKIcPmSmUvYO4/8ZggyoZep9Bf3VjzMYiG5IM7hga6MgGLKCAMYiCClFCGAoIx+hSllEWQQK5nbG9H7wCCEFAMo72HKaU8z2OMIYSUUvRrEAAcgE/xPO95HoQQIdSScb75jW9als0you9Txw5cx5tZ3NBIhAB0/eb1tZUlhD2ZCZjAQzxPKePj4P4HH6rW615AMpnWHTvHWyNhz9bff/v1Ri0fljgIsKHX2zLNpWIhmUxan0qn0/l8fufOnWtra83NzdVqta2trV6vi6JYKBQkSapVq3093UvLc1/58hM//sn3f+fpr7z15us9fZ2qqq6vr4+MjFy6dGnnzp1TU1PdXV22aSWTyWq1GgqFbNtuaWlZWVnp7OycmZmJxWJBEMzOzp44ceKFF144cODA9PR0U1NTrVaLRqOGYUSjUQhhvV7fuXPn22+//eSTT54+ffrYsWNTU1ORSERVVd/3RVGs1+uiKC4tLbW2tk5NTfX09FSr1UKh8OCDDz7zzDPf/OY333rrLVGU77rrrnfffe/gwQO3bt3q6OjwfV/kxUxzs+s6iUTS9z2WZRmGwZiYvlUulxuNxtramqZpGOMgCBLJhGnb7a1tjXpdVdTmZGrq9u2HHnpIZJASUlcLuX/6zv944P77HdM6tGcfBODGzDTzqd6ens1c7ubNm+Vyec+enfv2TZw9+9GHH37o+/49n/rkk4/PfHA6Eo2Ob9++rb8/l8uVisVQKNSWaY2GQyub6+ubuUy266+e+e/hWMZxKfY0XpR9DCuapVs+L4WVUAwAUK2WeZ4XBKFe1+r1WnNzM8MwDnGuffIB+NR62QIAQAg1TSvkt/K5zVqpotfrBBOfAfWGQREXjsZlURF5NqoIPCIIUIo5yyxDVFtdatTrBgUBBQFiIA9pLKoQhs7OrzU01zAbuhsE2HWNYlu6CULoeR6ltKOzt1iuFysaZHmGQVHBi8hYRK7Myov5WoBJJiIjlqwVijWdVySB+K4scOl4pK8rfdeBnWFBmppevD2/WtXtQt0c3zXxxG/9nhfgmq7rlm1XaiFRBgAtLy5DxPgAEMwQQngBEoZARmnKdEAeUVsTAg8jRFluZn6+VC4QTCglACIAMcNihiGUMo26Y7ue5VMeUWBWHS2HaEACN6zKIs/5TGiuHDRwQKHH2nyEcUVkIxZRxKViIVli5FiyrLmlXN6F5j2nHvncw1+lnG/U7Uwseuv6e++99dNsc2Rra6OlZ/vuA/e/88v/6BoZ16121/TG+5p4z7e0xvLGGhdLrJYtAZGO5rTVqPFySEq2BEhgAMFmVWBRwLBKNEERZ1TKhfwWJRQixm3kCSGAk6CoUoogwYQQhGDgB7nlKce2fo3nece3GrZTrbiCpLi+BYiAAo5DeWyZibYQg+TWTJwEumVwG6X69vEj9558IBqP6GYhrIr5zfWPz55JNyUbjXK9WkAY/u5v/4EaiV++cM42za723qvXr1OEJg4cnltY3iyUylqtu7MFUeSaOKzyHiPHMz0IshAihvj93UlCnUJN01wZAsAACjB2XJtC8GuWaV6/fq1cLTq219KSbW1pHemUN9ZnTUunhB0a3BaJR954++z5S9MMH+aFMMAOwUZLc/yBu3fUK4Wuvv5sV48giGY5Xy9W1msg0X8AcayqhAhFBIMThwbBZ77/7D+df+elUwfHC8XCux9dSsbDssht6+mBBNRrtf7R3e99cnX79u2e521sbBi6RRkZiyQLg90pXhJN6IrIsiVBupWrvnNnc8MGhID2pqbOznZG5gRF3lxZoy5uz3aev3q9pGtCKBKKhimEtYbm4UDmJECBKEosx5qWxUO4trZKOOQHuCWVpl4QCodMy/JwYDq2oirVYp5hWQBA4PvdPT3E0bePjc4tLi+tbrCc0D80uLi0UCmWU/EEA0AikWB4qDJBUyK0rX/g7fdPM47X2tZGAFNr6CwvreVzmu7u3nVIUcKeZ7EcLFbquulwiO7f3p9tirKKiDGmlMqy3Gg0YqGwpmmxWEzTtFgsZumNcDzdObyzb2g7ghBQDNvGTwVBwDAM/hSlFCEEKMGeCyFkWZZSijFmWRYA0NrsPPHEE8lkkmV5VQk7jkMISDZ1TM/VfvbzF6bmZikJeIg4ShmCWUmwbXf33j39g8Mra2sNw+rt3XbPPccl7F+Z/PD6xY8iKqcITKVS9nHQ1ZFtaJosy5TSer0+NDT05ptv3n333adPnz5x4sSFCxe2b99eKpUikQjDMKFQSOT5SCSUSsWGB/qWlubGhofeefvNzu72RqNx586dw4cPv/DCCydPnjx//vzI0HC1UolEIrlcrqura2pqav/+/TMzMwMDA41GI5FIcBzneZ6qqqVSqampaXNzU1XVXC4Xi8WWlpbS6XSlUqnVanfdddf3vve9P/3TP/3e9773yCOPLC4u1uv1w4cPf/TRRwcOHGg0GvF43LZtVVV1XU+n0+VyGQDQ1NT05ptvPv7442+99ZYgCN3d3S+99NIXv/jFd999d2xsrFQqy4osiILv+6lU6sqVKw/cf//Fi5e6e7qbmpvL5XJXVxcAgOO4IAhM06xUq47nVkplvdFwbdvQdFPXW1padm8fa+/M1m3zL7/1zMMPP3zl4qUvP/4F23Kee+WVwcFBVVXHx8cXFxc1TYtEIpLE9/b1LiwsbGxsuK7b3t5+5MiRM6dPf3TmwyAIjh492t3TfeP6jY/OfZSIJ+69+9joyNCdhfmFpeXm9s6//bvvRBNtlo1poDOcaLtB3XAtl0hqjBNkQommVRVFYVm2WCw5jp1OpwmhHvZuXT4LPlWqu5RSAICuGxu5Ta1ev/jRh6WN9b6uzo7uFkJItVoRBMEiIi+HAeIoYiFCLOQahTvtCdupAS65DSAAIUEMkDgysX8cIPLvP/jZ5ka1kC/XLTfALgz0Jx+7D/teqVSyLevxx59878Or7398g2EEAZCmCNk9lArzbiiSfPHND12r/pXP38cg8sHH1147txqPhrVqOaLKva3pWJTfub1f5pVbswurxbzjBQ3T6esfvPee+/0AaIZnOT72AoYSq9GoV0uiJEfSGVmWfN9HCGHEEIg4UfIwQKwMkUADh2Lb8ywEgoO7xgtbhTuLW5iFCAGGYQGgN2/eLFcqm6WqxCKR2A/vktqaE1vlCmC4dHNTqnXouz/9SHOFgGBKvb1DLa1Rms02rRWc+dm5/p623qGhyaszL7961vGtlvbORx55oqm1DVLIIeC5lYvn3myK8hgBhg2TQKjWCt3DIwS3z01Pb+tNhUUJYcCI3EqxsFUzEEYMZRBACFguEiinKCLHI57lZVERGIFxPNsu5gOjBiipmJ7AM4ASgpj1zbxumI2GRgiBCAJKE4qXbW+JRqO+75uOu7lVW1rKN3RDVHhOksK81J62m6MqIzKLc5VkLMIwhiJnzly6g2DooUcfCydkQYyEQgokwfydKQb4koQtvVraKh/YdyzV0Tk7PeO7viqKqxsrSjiye++BxeUN0/M5WUKIxxgCgADFgEIAOQpYz8cBDgDxGOCLPCPKcYAghKRYLi7Nz2LfDzAOgsC2LD/AhGDLMj3PA77j+Q0AMAlYQRIgIrbjU8oghsOABJ5H/EBguUwcUuIJsoIRy3K86zqeHRA23jN2oK+nf/eunQxCAQ7uOzIGPvODZ5+99MErpw6OrqwunTl/lWcZjoH7du/xXS/w/a7+sbNXplRV5XmeUlrIF1khbFA3FTj9EkCoEbgMcF2elaoE3S4Zt7ZKLOKb48ndu3a19Xatrq9tLK8IsjK6fadmmPliqaKVIcuUaxXdMGKphEJ40zR5ReZUuVyrhhi+Xq6uFnOEgZ2t7Z5lU4gty1LVkOd7ITVkG41kMmHbToADQCkIXEmSMEALy6sAMr29nVsbqxAy4XAM+0RWQxzDKIzT0RJNNSVf+uUvUuF0LJrQLYeXFEJR3dZMxx8e3KnIEUw8xID5hTUCGUiDu3aPDfW0ejSglAZBoCiKruuyJGv1eiwWK5fLqVQqt7He3tmb7hwYj3fhIAAAIABJREFU33uAQQhQDHsmHgmCACEUBAH9FPo1CAAOAAAIIUIIxphlWQCAQG2EaCgUSiTisiKJIt9oNBLxFPX5K1M3c5UiL0mIMpBAhiDDNbq7e48eO2bYzsLSkqyGH/+NLwg8r+fW3n71xbgEgKcT7K5vbIQTqZ6uLkCJoiiu6zqO09zcfPHixT179pw9e/b48ePnz5/PZrOVSiUcDtfr9UgkUtja2rljvFTKff6Rh4qlzf7eXtNoNGWShUIhFos5jlMsFjmOu337dmumZXlpKRwOLy0tjY2NXbhw4eTJk5OTk5lMRpKk+fn5u+6665133vnSl7509uzZ7du3m6YZCoUopSzLOo4TjUZrtRrP8wzDXL58+dSpU88+++yJEyeWl5eLxeKhQ4def/31e++99/bt211dXaurq5lMpl6vp9PpTCajaVp3d/etW7cGBwfr9Xo2m63Vao1GIx6Pz8zMNDU1LSwsROKxfLmIGCaZTL733nt/8o1v/OVf/dWjjz4aVcPPP/fc17/+9X/7t3/bt2+fIAiWZe3bv79crSiyLPKCwHEMhbZlFQoF6HtdfT2FevXb//j/njp16lcfnP6z//MbW7mt5197NZPJIISOHz9++vRp51M9PV33P/jg3/23/zY2NsYwiGHYHTt23Lh+g2cYCIAsy23t7YuLi7dv38YYH9y7d1tv99VbN2qaxsmRf/rn/0g3d+mmxwBbkJStQqVYaVBGCsfSgqS6nmOajVAohDEul8sIoUQi4bqu59m3r0+CT9UbLiEEE+x7XrneiMXi9fzG7QufRCQ2nY4wAC/M3Ymo0iZOQTFCAQUAAgQZgIzibFeT51Qokx6FLGIYgBgqIDK+axgy9Ic/emEzV81vFeuWi4lL3PqXHjgCSVAsFl3PfeKLT7119sYb56Y5JMvEleVgb78cF2053vyLNyadWu73n7w3pkrvnL3507NLmaZUtVQIKZJCrb27Ryj1U4lWG+CZ9TlN0ziWjcfi3e19hVLJxT5B0Atwa3NLR1N7bmkjGU+O7truuI3Nzc3uzkFGUAFLREUqlM3VnI5ZFZCAAI8ST2bdY7tHC+v5mXXDY1kIGABYCvzr1y8Uy+W1rZLEwRDy/+uhINuWXMxVXUZqae9o7trx9987XTUUDxMMG4fHMtmY19udXsh5d6Zm945t6x8fff/Dy//6k9OObYmS9Mgjj+7ecxhAyDCUYUC5sBp4jYBhsUuKa3k1EW/uzJYKaG1+WlKIZzipWLy9q2N2ecnV7UQy1dHRyXHcyma+bGHKySLHsBBBhgcAUkAJCahVzcY4kWeXyzaSFEgJpWB+Ya5SreYKeYwxwzAQ0JE2uHt8pL293XZsTTNm5nMfTt5ZLjTEsBIOKXER7RjyelulppR65t2ZHaOjQVDYKuGXPljs7RsdGhumrKuKkbCiCCxcnJ0NiJ9MRQu5lcJmcdeOA+1929aXC/FwVBYhQJwXkHwlX6zk/cBX5Ug03oFYyXAMSClDiW4GgZAghFDi+xgqHEgqKB5mGV7W7QAT1seuj73ADzAhBBNCQBB4i0tzpXJhZFtfLC4jBjRqVjwUam1pfvHVNwyHYMRQSAytbupaJp06dXi8Wi6EognEC6nmzIuvvj49s/zkb37tnvs+RwFjWaZl655v/8ZD94PPfP+7/3Lpg1ceODyysrLwzrlJkeMFlrvn2DESYEPXU609Z6/cVhSFYZggCGzTZgXVYYFiWD0CBFA3IAAEsby8oenTuXzV9DnAt6da+vr6Mx0dBNCl+XkHgK6+baocci33zvw0RXBxZQkiJtmUziiKoWk+wdnOTh8HrelmUVaee+2VuZWl9rZ237GjUdUyDM/1LN1oyWQcS892ZAkhqhqyLMtsaG3Zdk03r92cYll+7+6xemlz+/ZdG7mSZtgEoHyxwGKTOJrluqbjqoLKMJzj4VgyDVmuszMDCJSkmCgoPM/wAjN58WpAIIfowfHB4d42y7WDAEMIFEXR6losEa9UKvF4XNO0aDRqm4Yaibf0jW3fPYEgAhTD9h33E0J4nqeUsixLKUUIMQjSwA+CgFLKsqzrugAAhmFUGg58n+UQAAEFfoBt3/cZQCSGmoHnsRAzbBBA4jEsZKWQcOrUAwHBDcMqlEoPPvRIR2d3vVZ9++c/a5Q22pMyi82GVrG9ALBCJBxOxGPlcrmlpWVzc3P79u3FYrGlpWVzc7Ovr+/ixYuJRKJSqYTDYdd1ZVnW6vXhwYGp6Ru/9eSX3n33jT27dtZrlY3c6rFjx15//fWvfOUrk5OTfX19juNEwmHsB4SQQqGQTCYvX768c+fOjz76KJPJRKPRK1euPPzwwz/+8Y+feuqpl156aWJiIp/Pq6rKMIwgCJ7nxWIxSikAIBqNaprW09MzNTU1MjJy584dQRBEUZyamhofH7927VpnZ+fq6mp7e/v09HR3d7eu67lc7tFHH33mmWe+8Y1vXLhwAWP/4MGD09PTo6OjGxsbra2tQRBwilRu1ELhcKVSmZubO3HixLe//e0HHnjA1+zXXnvtb/7mb/7iL/7ivvvu29zcbDQaO3btvHjp0rbevsWFhT27dhVzeVVRDh06ZNVrSiRU1GpLqyuqquY3c4f37FtaWv7wwiVVVQEAx48fP3PmDKU0l8uNjAzc//BD/8cf/uFdR47cunWrv7//S08++f8884zA8dlsVpblkZGRxcVFhJAsyy3JZDSs3L4zbbue5dPvfPdHza29uuEywMYUFsuaTxkMOEGOMJxomAYAQSgUMk2zUCgoihKPxy3LosC/dfU8+JRp+QTjIAjW1tb++bvPPv75xwa7s9c++VAUODmd5glduDMVVpUSjCNWhhQzlEAIECSN8nxXM2dUPCk9DlkEGQIRlRg6OtaPOPSTn76ylavltvJ1yybYYbD++H2HBA4VC0UK6MOPPfbL09de+3CWYQQZY0miE0NiQvSlePq9X93eXF7a3pc8sn/Xhx9fe/vyQnMqVSluhVU+wvhHjkzkcuvHjt17bXrq5tJMrVYVJSGZSPV3jV24ctbBekdXtxtwBydODnYNVze2DM3s7k1XC6v5fHFofB/LJyFy5ZCUKzhrOQMjAVNAAMUAK1Lt8Ej72sLSuhn2WR4SCAFLQXD16mSxXFzbKsgcCrP+7x2Vs9mWha2Gy4bau8dTHXue+fYPapZHiAs89tBwKhs1B3qTd/LBuXPnJ7b3dfd23ZhZ+vnLZzzX7+7t/40nvhyLNBHqr28su4ELAgsATwpHQUCQT1glFUrEXIsjZtW2S++/8/6u8Z0Thw7euDlll/VkKjY00i/I/M2lYq7uESRDQBlIAQCQIEogBcA28uGg3JFtXbdYTo4iAAAl09NT5XJpM5/zPB/+/8Bdw+kjB3bHI6qp1yrl4tRi7p1P5hcKjhJNRaV0QgkO7yFdGZrIRN5778qu8T2UNGyXfe/DhYHhCYahFy+/hxCVBZ4GHsC+jyFlEKQeC4UT93xuZGBHrWbUy2Yxt2A6XsOwA+oA1guF5Ija3No+QJFQ02s8AhIvbJbNDYODiGEAxoSNynxzhNk5nJGV0PT8ZlmDAQgApBRQQggggBCKiXdn5la+uLlze38sIlPfrxRrzZFQR2vb86+/X7SID3lAfUOr6I1SIqYeGe+vVspyKNrd3ZNIp5/9wc/mltZ/+6u/f/DAIT+gS8sLxeJWtVb+27/+O/CZf//nf738wcsPHh1dW5+fzxUqhTIg9NjhIwhAQ9flaPMnN+6IoggA4HneNi2Gk3yRj7ikFVJMDBsGBCPIyYWGvpDbqGNKAtiWaolH0+MT++7Mzmq1MpbElo6uWCjm1AyG59RoxPP8jz455wZBe5SzNS0RiR49fFiVZMvxVyvFN86eWdxca2pqcm1TEBGiwDEsieN5hnEdMxQKaZrmel48FsMYt2ezuUJ5YXmV48XejiaeOh1dfcvrhXLNSDW32ihIKmIpt7G+XggnmniGCYLA8TDkBN0wFRbLvHjfvQ+lEs2mVa9rlRtTtwhgIqq4e6i3uyXOsAzLsgHGDEKO40iqYtu2KIq6rofDYcc0eCnU0je6a/9hBiFAMfzX//ypVtMq+WqpWCvXjFy1XrNsEnjYMTzPZxgOUBgEFELEMCzP8AAAiigGGDJAlCXHcxBkPA8AwDKM5Hm+j22f6iyH7zt4sq29GwpKsVxjBenkPccQ8d9946W12fccTW9Lpk1dJ4g6EBOeSahxmZd0Xd+2bdulS5eOHj36+uuvP/TQQ1cnL+zYsaNYLMbjcQghAMBxHEEQ1lZXO7Jtjm2cvO/umzev7BgbW1leNCxt165dP/vZz77whS/8/Oc/P3bs2KVLl/p6ext1LRKJcByXTqeDIGhqaioWiy0tLWtra0EQJBKJM2fO3HPPPS+//PLEvon1zU2GYTzPkySJEMKyrKqqWxubExMTv/jFL55++ulz587t2bOnWCzyPJ9Op+v1uqIouq6LorixsdHU1DQ1M93R2bm5udloNI4dO/bXf/3Xf/7nf/7888+rqnro0KHnnnvu8ccfP3v2bG9vb71eD4fDiUQCQihJEqU0Ho9XKpVMJpPP58vl8ujo6E9+8pNDhw7Nzs76vp9tz96+eXN4ePjy5cv33nvv5ORkU1PTyZMnqdcIRRNXbk7/8D+f+/znH8utLp+4+0ghn2tYmGVZjuOampquX79OCFlYWBgfGzl0+NA3/viPjx49+tZbb913332nTp36q2eeSTWlAQCZTGZiYuK9997zPI/n+YkdY63NTTdnZiEU8uXG/0cTfIDpeRUGoj7nfL3+vcz8//SRRiONpFGxqmVLspG7wTEYQxJCuTdAYDeb3Oxzw15C9oZNArsQFmLwQgLegDEOxMaWcJOrZEtWL6MZjaTpM3/v5evfd865XOfhfX/yLz/PDAw3ml1eChdLFcByjkcgJ7KizHJit9VkAJZlqd1udTotWRERApIkyZL43jtvgg/4Hg0+0G63p6eujg4P8gx8/9RJWeKiMYl1sNFscbK4ZsuUlSlGkDIQQsTYZnNhMKlZHYOPbaIMgxiEWCQgZ/PmEZbnn/7F0fxavVQsNQ0DUTcikt87vF2ThUKhaNvWg49/4pfHZ469fg0KmCXikMbu3MyHeF4Q+Vs3pkq5/F0Hb+eY4IWXXjuz4Pcke2uVNV0D2bi+d9fOwury4YMHXnr9jblC2fVprdmNJzN3Hf49LUZm5q5sGN9VzRUH4hOaIAiMYbTMsaG0XVxrNBuZic1Uiwo85kVxpYwX8yZALACAAkAplaXg9o2RlaW5FTtGGB0RHwBAKb148VylXMiVyooIQ7z/J4ezQ0P9t9bqLpSyY1tj63d8/RtPVusWIiAI3Pt2DyWF2uiAXq/jWzM3UjG9f3T0ws21o29fooTWuuSTf/znB28/SIl77vy7V6+dB8Savznd39fX7Trdbvueu35/1/47X/z188jt3LFz4vr16UgitXFi6+rKWi1fDkf1iYlxTmCm8tVK3adAwQhCQBBFAADyW5S4Zl2x8yMj/Tms8UKEJYRScP369Wqtks+vep4HIYAQ3rNn7M5920MCNVqFqauX8+3g+PmVpWoQCqVURY9J9M49/EiPEIlqJ949uXXLdoIhL2gvHb88uO7A8PDga688BUXoOhaHqGebvhdwAmfZbQi5jz78ieFIotgt/ebYufHhQQIty8aQ8qLMtDvNdhfv3L1HkNRGu8ODQFO1cico2iJmBEggxDCsCZEQs30sHdH4yzOLLTdKIESIQgj+f5TSIMDEvX79WrGU27RpIB4KiRRV1gqJiJYdGPj1q++W2hgjAVCz3ap2W5VoSNkzua7aaIlqaGxkIKTq//uZo4VK6a4jH1q/YQPxse95pmm2Wq2/++/fBr/zo//1w6m3X3j49om1lYXLN5aqNcIy+OBdOwLfdWyoRfvfvXBVVlSGF3lR9F2fYBdSwlpdlQQs9RALIUKA5esteyXX6AQOZWA0kqSUZUU5Fo24VpsRhOzAIMvymqyloz3hZHK1VHzupWOAY8YynGd2RU7V5LDn0i7guUj0wsX3S6XVbG/Cxz6nKna76zlWSJZVSS7VW7F4fH5+HmO8adMmSMj4SEbi8dLCkuNybEhHpLY123fiwtxsvqGFZE7RVF2R3LoEuJqncgpTr3U4TnVcu9kqAddRRe2OQ3dpesS0bIhopVyxbY9FdNvmkVRcicgIY2o5vqLozWYnHo/UqpV4PF4oFDKZTLFQ7OkbGB3fMrlrP2BYCgD8wT//KBFLhuQQx4heQM9Pzy4XCr09KQYEtVq9Vq03m+1Kuer72DRMz/eCALMCL6sKYlnLcTmeZ1k28H0GSZygUABczzKsxvZdWzU+nskOTExuV7RQu1mHvlfKLbzz2rGJEa24kgvLCgSgY3cdigVdFRghEo4sLi5u3779nXfeeeCBB1579dWDhw5Nnb+YTCbr9Xomk/F9HwCAEOI4DhASi0VSydjE+HqIgt5Uan7upqwKoiieO3fujjvueP755w8cOHDx4sVsJlPMF+Lx+OLi4vr168+fP7937961tTVN00ZHR3O53KZNmzqdTjQa7XQ6siw3O22McaVSUVU1n89DCAEAC7fmPvzhD3//+9//yle+8qtf/WrTpk0IoZmZmSNHjpw6dWr//v2GYYTDYcdxFEXpGN1oLFav1yVJUhTl0qVLd99999GjR0dGRiCE586dO3z48FtvvbV58+aVlZVUKtXtdgVBCIVCb7755uc///mf/exnDz30EMdxq6urW7duLRQK4XDY931d15uNhtHpqqo6PT09MTHx5ptvZrPZu+++2+5WQ5H4hasz3/vBD7/4xS+efOv4f/7TL71/+tTrb5/esWOHpmkbN25cXFwEAMiyHIuGopHI2bNns9nstWvXRkdHN27c+IMnnwxHI6VSaefOnYODg6+88grP8xjjO3bf1pfpOXf5ajzee3n65rHfHE/0ZGqNjhZOLSwuy1qoa7mSFsaQIRR1Wg1F4Hiea7VajmOFQiovsKqq1qqVmauXwAdwADAmGONGo7G6WohF4iDwZq5d8VyLZ9ygY4ZDYSBwdZtDnBwQBgMGAMRx2G2vZCNKu9ZwEz0IsizkGcgiYA0MJhDHvfTyyUK+Xi/nO5YFiCMBa//mUV2VC4W847h7D3/ozLXmuekCEC2OsElBzMSbIkEBIY5tOp3Wgds2B8R79cTpawU/k840qjlVIZuGenbv2Naslffs2vnqG2/cXCu5Hntzrrhn712PPP6ZaFquNCqSHA1aZnGumojwEtfu1Bobh1mzvgKQS2WJj2yCkEOiXjDYlYoLkAQhgBBSSlTYGUtL7Var7KsBGwEE/BbG5OKFM6Xyaq5UVkSose4nDsSHh7PzawUXsv2Dm9PDu7/1g19UGz6kCPru4R2DyFjqTWt2o4atbgDI6NZdFxdKL524CAPcPzz+R1/8C03vo4A4jlGrl33XqJTzoVDYtu1Go7Fl8y5Jj/zimZ+L2Lp3z1bs2iwvJdKZ1ZXl4vJiIhkdGOxrd5vzXYZAHQMBQwwAgYQCAAghgFDcbQpudXTdcNkXGFGBgFIKZmevV6uVXG7V8zwAKIRg3yZw5/7JRERu1vL55dr8WnD8cnGxFmjhZFQWIpKwfTOrc56uoLXVeY7j0+lejpGfe/7s/iN/sH3fgcXFqaiu5FdXNEVYXphDgMQT+tT0+Ua98enf/3S/avuc+39/9X8dOHSPIvDFfD0e7RFlVKuWisXqgYOHOUlptY2YDERJXan7lSCMOQERCgMY1gVNCSb6eV3Wrs7ksJAlLIIMhQCC36IUYBxgb3b2WqGwNtirxnRNZDmj1enp6ekfWffWexevzxcw5CB1W61qu1GKhpRdmwZq9RYnaVs2roto2stvnKIIxlLxdG/GCxDGxPd9RVH+7D//JfidJ7//j++/8suP3LmtXMgfPf62yOiSyDzy6GGMSbdNT5y/GSgRLyCG5dTbnW63qyvi1vGxnrCmAMJB4rmB6XTdwLVdXCg0S+0WZGE2k5EYfm11NaRpvmezLBeORBCDFFmSxQDyUsAJF6ZvJHqzvYl0PldU9Wg42hNP9mqRMMOBl47+utUoxqOawENZ4XhOXFhY4lnRsh3Dw7Is53I5hNDw8LDIcRtGekRgl4vlgChcJCGg7l1bNr1zcfHqSikWkQMGIY5ZF+d2jG342dEzbaddqbQYyLMs4/odXZDWjaxPZ7KA4dtdixf4xYWlTqsTDWl7dm/K9kZDEqIUQMoIomJbLs+xhmmIothsNkN6qN1u6dHYhk1bJ3buAQxHAYRf/7uv9aZ6OMr6DplfWlnOF5VodHzj+p5ETBQkjuM9H09PzSwuLm0YHw9A0OkaxVK5WmsZttNuW7bteoGPqA8Bx4kKpsC0rd7+nh23TS4t1b2AaJr28IMPJkJSYLZ+/cyPu/XSWF/ctR1VlBDLlWs1D4EA0XgsEY9GK9XqwMDA7Ozs1q1b33vvvYmJiYWbt3p6eur1uizLHMdZlgUhlCSp1Wj09KQsq3PH/j2EeJDgbKanWM7t2LFjcXFxZGRkcXGxr69vZmZG17RmvSGKYqFQyGaz09PT27dvv3LlSigUSqVSR48e/fKXv/z3f//3f/zHf3zlypXRdaOcIFBKJUlSFIVSKklSoVDgGTYUCr3zzjsf+tCHXnzxxW3bttm2ffHixQceeOA3v/nNwYMH5+bmMplMLpfr6+srlkvJVCoUCtm2vXnz5vPnz2/atKlWqyWTyU6n47puJBJZXV3t6emZm5vLZDIrKyu6rlNKp6amPvWpT33ta1/77Gc/WywW33333a985Stf/epXP/rRjzYaDUrpxKaJWqUSjUY9z4tEIq1WKxwOx2KxwG7KaujdsxefP/rS/fff/8Yrv/nm3/7XV19+6erMfDablSRp7969zz33nCzLhmHcvm/PyMjwj3/848OHD6+trR08eBAhdPny5Wgibtt2NBoVBGFmZsayLMMw9m6fTCXjU9dvRCLp1946ee7ClBKKGKbL8NqNG3OCotoejqV6ESdiCjqtpsgiAGi73SIEa7rMMFCWZZ5j3zr+CvhA4APygYWFhStXr7faBkOxyCNMiA95s9lycRDwjMbKAssA4lHsCjyvKYrrdMJ6ZG21utwuksCFnq/wHKWYAB9T2jGpbYMgcOwgoIFVW7vJosAPPEmUVFUVRXY55xTbXMB0GcIxSEhH2jLlAso6HpUwSUg4QGCtadQsL6SEAbZUlY6m1IO37zPbjQ3rRy9dnSo2DddnSuXuxJbbdu8/ooRUy/V8gnzimR1HYE2V9zxD0mTJ9+oA+hjAAGCIAQSCAwQiSgzLEUopocvLS81STgA0wNRmBAz4IAgQRBSAQj5nGK2u7QpsIAIzxBBJFlpGO4AkJIqKoC+1sBmolHIBYpOST40CiyikvswBTmCVRKbp0nKhyGF/8+TORz/xOcRohFDPcymlCFIKKM/xtmMTQnhewAxXq5RnL57eNT7CIoR4QQvHKtV6pVyTZVHVJIz9qsNxfAQDhiCfggBR8FvwA0al1CguJ1JxG4qsIACKKaXz8/OVSrnZqmOMgyAAgCYZOjSQ0TUJYydwurly/XrJbrpIUVRJEEOCyrF5YpkM5VgGUBJEoqFIKHLuwvXbDj508EP3QuJFVI1joGcZVy6dFxBKJrXp6+dWVpc+8djjSbETioJ/+ueXekcnbTOoVcxYNCWKTMds5QrVdLa/0e4qaiiiS5qidTxkoGjAcohSRFA0JCmS3xuhApQWc3U2nCIQMBAiBCkFJCDEJ5i4N25cz+dXNB6HNFUQBNdx0ul0pm9gamZufrlIIQcobrdrnWY5pIobh/uaHQsw/PYtG8OqdPrsJdN14ulkLB43TJ9SihBSVfUrf/Vfwe88+Y/feevoLw9MjmHsXbt+iyKBF9j9+29jkFguWT999oWqbduOC1mBIkaS5b7e9PBgX386tWXjBlngGMw7XrfrNG/cuskKaqNrFvK5wDIEQIx6VVUVy7A4lk0m4gykPIdE2Ye8Qjit2LJrbWvDyEZMKCNKejzl+ISFhEf09OmTtt0ZGuwTWdIXkzIDw6+9ftKnnE/garEAIeR53nXdzZs3K6qiicht1yulshuwlNex1RhNaMtNXHOAxHqCIvMKvzHFZ6OR5964anlus9mEkFU1pdtp8YhdP7qhb3CQ5UXLDURZvnHjltm1FJHfvWtTf19Cl3iCMfawpqjNRpNQ0Gi2wuFwpVLJZDLVWjnVmxndsGnn/oOA4SiA8Nvf+Zt1g6MyK3iOf/78xXA8FU4mi4W1WERDiGUYvlgoLS4ssxy/d+9eOcwBgBheYlmlWKqfOn2hf3BY4LhSbq5QrrTaZsuwAMNvntwqq+pirgYR8+ADD6bjIei2X/z5U3Z9rVstZqJxWZZt12VFyXRcn1Jelpqd1sTmienp6dt27ZqamtqyZUsul0smEmbXSKVSnU6HEIIQCoLAsixCiGNZiUQMQrxpwzpJ4jzbGh0ZOvHuW4888siPfvSjz33ucy+//PLmzZu73a6magLHIYQcxwmHwzdu3BgcHFxcXNQ0TVXV6enp++677/nnn3/00UePHTs2ODRUbzYghBzHYYwFQaCUJpPJwPVGR0dLpdLAwMDCwsK6desWFxcJIbquT01NrVu37vr16wMDA2tra+l0emFpsTeToZSurq7ed9993/ve977whS+cPXuW47jbbrttbm5uy5Ytq6urmUzGdV1JkgzDCIVC1WrVsqyRkZEXX3zx7rvvnp2dbTQad91111NPPfXII4+cOXNGluVkPLEwPz88PHzt2rU77rjj4sWL69at27ZtW2A3o4n05ekblUY7FovllxfuvfvO906emFsqSJIUiUS2bdt2/PhxURRv3br1sY8+Eo/FvvrVr37qU5966aWXPvOZz/T19f31X//13tv3E0K2bNkiCMLiHDeEAAAgAElEQVTNmzcVReE4bjjTQwJvdm4xkx169rmj12bmWFEGkOuYQbFY5iSF4SVZDyNO6pq279qqyAeB3+m0Pc8NR3RJ4lVVBZS8/spvwAcCHxBCKCUY467lnHr//WuXL4ock07GNEloNxqVRqNiG6yUDcmS31qWaIe4djicrFveus37EZ9kUJf6bWA3JieGIqFUQKBh21MzS14guID4FAJsz0+f2Tuu55bnhoYGN01MKLHw17/7y5ffvmkHBkektOo+9uDGpJrwA/bG0mxSCu7ZN25T+Oq5pZ8cvRlSIpZRE4Xg9s3D6ViYZ2hvOjm/uNK2A4pQrdkeHlk/uXV/OJwCjIAB9IKu0badbkGGgOcGXAFg4Hh+wFCxzTAooAklxHEwllJDYdF1HEJovlgqNZ3Ahn4AHIQpscdGh0Lh8PT0tGValCAMGRa6jNdKkFa3W2u0K6LEcCxXrPrn5tsmiIiiqovezrHMwV0T7U778o2VVqO+ecMgYJnLN5euTM8j3+5JZx77/c9GQzrG2LYsjCnDsDwvQAh93yeEAMAEiO22mhfee2t4sC+WTjk+CQhQwykjUAAIAMAYBwxGAIgeoT41Pbcr8hzLsslUmkGo3ayvLMy7getQaLSaHAQUAEEUfd+nNCCEBEFACBGIEfhutVbGBDtdi+fkUtc3bIv6LpQiEqdOjEcHevpq9Wa9WeJ5xPEAAub6TI6R1Afvv7cnGuY4ESEAsV/IryKfhHWpWJmrVovbt+1MR7WNo/Jbr16QIpnVUnfjhtuCAAIY8IrE6YnltVyj3cUAEVbkKAEUITGEWQYAiAgMqbyqIOC7kLKUZRZrxWuXLgEfUwAIIbZpY4+6nmVZXc+zA8/mOI4CABnEM4BlkOOSgLCUIkIpoD7ADs9ikeM9wnmEUUWGg4HtBB4hjMBJihwPhUdHRiCEiqJ+/e+/CX7nR//4D8/969Mbhvt7U0le4JXeUU7Sm42mabiioC3O3yrkFn1MEqleQVJUTecYmEwmBYl3PbfdaZO2bTltFxtXpqeLxSah0DK72WQik4h5RleVpUq1KotsX09S5hmRZ0UlHEn2ekg+df6aS9BQiu3vSzMs2zFM1w/aXRsxwsz1mVa3FU8kIPCSKiOrkYXlAmQkhhOaZhtjDCE0TTOTyWAGDvf11fK5Zq2BBDHTv764cNPr5B05bmNuMK4xgkgYPBYHQ6no21dy7bbNcVBWBMu0Q3qURezk5HaWF0VZgSwfADgzcwtQ5Dnm+tGeSFgyOman1UxFozyEHILLhXIkGnMcJwgCjuMowHokvHP3/l13HAYMRwGE3/zWX/ele8OSrghipVKlDKtGQqurSyFVUVXNcdzp6euaqlumgxDXNxznBUnVIuVq8/r1+UbL7Osb3LZ1S0iGkOFcTJZzpZmbS5ysW1awUi6tHxu748B+6NtrN66ee/tYQoLY7AAHyrruUkpZrmPZpuNqWrjeqq4fW3/58uUDBw68f/r9yW2T83Nzg0NDhmEQQnRdt207mUxalsVxnCiKlmlKAs9yYP3IoCiyhbXV3bt2vnjs+U9/+tNPP/30o48+evz48bGxseXl5Xgs3qzXFUVxHCeZTFqWFYvFLMsKh8Msy5ZKpbGxsTfffPPOO++8cOFCJpuxHIdhGNu2WZY1TZNlWVEUb1yffeD++5988skvfelLx48f37Bhg6ZppVJpfHy8VqvFYrFOpyPLci6X03V9cXm5r7+v0WhUKpU9e/Y88cQTf/EXf3Hs2LFEIjE5OXn06NGHHnroxIkTY2NjjUYjGo3KsiwIAvpALBarVqvpdDqXyzEMEw6Hr127tn79+uvXr8fjcd/12q1WIpGYnZ3dvXv3a6+9tnv37u3bt1O/q4djL7z02tWZGwcPHjRa9fuOHLp07qxPeYyxqqqxWGxqagpjvLKycv99RxiEfvjDH957773PPPPM1772NZZlv/GNb+zZvy+fz99zzz1BELz99tuhUEgUxV1bN8siPzV7s79/9J//5Zl8sQ5YnheUWtOybbdjOZF4khFkxInVegtSLDAwCPxut4NxkMmmNU0BAFCCX/3Ni+ADjuMAACCEGOMAMJ7vn3j9NV3gU+FQ0K4JEb+8WLm84rpKQucV2p2OcM16tY0luVRvS1os2dOXSPVdOn/caq3cd/jw7bcddH1qBmjmVhVDDSOHUo7HaPriT3f2qfnc6tD6kY2TE1Is/vV/ePGlN68bfhdhIa6A/3Bfnx7TTBQqzDfTeumhI+u8QH7pvev/49kr8VBvp9H03E42Ggkp6PY9W6KylsqOAE3B2MJ+IAp6OBoRZZVA1nL9wLcsC4f9epRtRkY3EVlD2CaE8EoUc/FS05iZbXGQrhsW+hKK3e16hFnIt4pVSjCgFGJKKfZ279wcC4fePXOxabkQ+hgKLKDQaWfAcrOdr9crKssIENyqem/MBhabUBUhJDIHJ3oePnRbrds9f/VmvZS/c/8OjwRvnblyYWqOcduyIn/8Dz4dEG9pZaZYWpRlWRQVVdUlSem025ZlhNQ4QSzEvF2zBzNZiGi5UgyFNcqKl+ZLvmPt3rEt8N1mx4NyGAqqInIyMEYG5HonwDQNOEwIdF3P931MMNPJ9/Wma13XwAyBDCQ+oIAQAgC973AcYevcO28B116+VUumxZffty9X69TAUigp6dKff/qOu+/affXq5alLl0dHRxHrlcvln//0zd27Dk5ObofQp0hgWRYiXKmUWBxwDF0trpiNxpb16zM9vYqiLC3mwtEkIykBRrblVWtNJ/DabhchxPOC7/sSYizCUzkMEIuRQKkbl4nCiwGVODkEACCUWo7V6dQdxyYEO647PzfXbDY6nY7rugyDtk4MHtixIySLgiL6tskz3L/86wsL+bpLWIB4SYYJOXTbhPbY4w9YjvHM0y9zrKiHyaWLhYbL2XZtXXZdtG+YYVkAAMtx3/72t8Hv/NP3/scTTzxRrzeSsVAyFsFQQqwoSZIg8rFoJBoJybwEWLZr2JyoGIbRqNUq9brluwEAAQApid1/+66uabxw7NViqSsgLvCd9evG1o2MUQogxJTaLA2SEXW0v0eTJVFPcoq6XCy9ePw4RmwsIWR70+1KDfh+VAvJghoQ+Obbb1eazeH16zvdDs/xlmkKHG+0zXgsVu7UEUIsy/b09EAIbUCIh9mAGq2O6dt6JNHKr4ic7SoRJ0AZmVfUBCOCfeOx8YGe59+8bJs0ElVSPZErl69le0csyxEEcXRsHBMIWdZw/fmFNRyQwHP6MiHTbALKx6NhEQLouZ1GzaYsoUAUJYZhyuVyPBGGLPPgR37v4L0PAYajAMJPfPaxqKIrnNiX6olFIrlSMdmbbjTr8bCeSqWj0fjMzGwsmlhZXVtZXhsZTjMIjU9MXL02u5bLb53c0Wh1VFFUGYAEzvbxarFWqBqZ/g1aOOUTQ5D43nRq6vLFxemLSQVBuyFBokKNCpzLsB5AFqaGYTOQ5XkoSUKtVkun0wsLC9lsdmlpSdd1XhSq1Wpvb28+n89kMtVqVdd1SinPsqoix+KhjWOj6XTctcxspufi5XM7d+587bXXdu3ade7cud7e3nq9riqKazuiKFYqld7e3lu3bg0MDDSbTcdxJicn33vvvfvuu+/UqVP79u0rl8uarlEIKaWmaTIMYxiGJElBEDTrjQ1jY8eOHfvkJz/5wgsvbN682XGcK1euPPjgg7/+9a/vuuuuxcXFkZGRIAhEUQwISaaS3W4XAKCq6vnz5w8fPnz8+PF0Oq3r+oULFw4dOvT2229v3LhxcXGxp6en3W4risJx3PXr1z/2sY89/fTTjz32WK1W8zxvbGxsdna2r6+vVqvFYjGj2+UYlhDSbDZTqdS5c+duu+22dDrtmfXe/qGf/eJXJ0+f3b9v383Za//PV7/y7FM/rjTMwcHBZDI5MjIyNzcnimIQBOvXDRvd7szMTCKRmJ2dvf/++zHGTz311Nbt22ZmZj7+8Y8Xi8X3339flmVVVe86sI/43vTNuWx2+Ikf/sSwAhdTSQ7linVVC60VSunePsCLmKJKrclAyiPgea5hGKLIq5qkaYosyxDQ37zwHPhAp9MBH4AQEsgiCE++8XpElvp74q3WLTGC8jdL5+YtKsTDvErsmbX5E6v5SiOwPcsXeWmwf4ANy8sL1xni96UyI30b0j19E5P780UMYIQgm0DIBHDqwk/H0nK1Uh4ZG9q8bUIKx//bt57/zZuzXbeFiBRSpS8/kA3HBQdxbt5Q0OqdB0awL7114db/fH4+qiW7rabntJOhkCqSI4f2rO8fevWdMwXT7poN1wkw5kRZ+OhjjwPE3VxYWlvL7dp78MD6dEpshYfHMSPBwAKUICkMkVyoty5cqiMCNm1RU0nObXYCj1vItQttCiECABCKgW+Oj/Zle1Jnr842DQKBiCHDwoCaNbFzvdEudrrNqCjqIrvSJkcvtl0ursmcKnAHNiQfOrSjYZhnp2abtcL+PZM+pe+evzw/t+R1uhBJn/zMl4eGhmdvnnnu1z9JJMPNVh1QX5IFjuMxJroaoowYUmK7J7ZX8q3Z2Tnft3szST0Sv7FQbterH3no/iDwii3MhVMBIwkM4P3myIBYbniunwAcpoAlv4OrC9meRMMiVAwRxCKCAQCEEADAh+7dQb3GuVefhUZhbiaf6pVfOUvOl6vUoFq0RwqL/9dnDx4+tH3myvTU5WlKYCyuBsQ//uq5w4ceGh0Zs6yWAAiC1PNtxAAAWUYQKUOQ72ssm0ykLatbKKxduXLp+lrJ8ckDH7qrXiiIkjR1/WZ/f//A4EC30+U4Kd/yoZYigCEEstTatj4R0fXVQrfmCQAAQggAIMBuEHiUUtu2r05dqdXKjUbD932OY++5Y8uhnTtFBGVd8oKA4+Tv/vB/zy6XLB9xvKZobEIO7d+mf/pTD3fN+k9/cjQeT0dS3MuvXS+3SMeu9KU3xHt6IYIAAITQd7/7XfA7//y9b//jE9+3HTekqwLLpOLJQj5PCRVlLpfP96XCLKWUE5s2LjUMCpHAMrFEfNeevflyiQLQKa91u21BlAzTjUTSxA9kUezN9g8Nj0DAQBZ6gWE2qjIK1mVTPAIYM1Tgq45x6daNQqORjGmbN22slSu1YouHaljROQZcmZ7qWqaoKbZlR9QwgqzluB3DUmS12MhTSjmeT6dS2WyW1XVJEDlC69XacqGI/CDCuuMTfYu1Zr2FkUNNy8GQbB9UB1LhV8/MUhckEnIkElqcL0iy5Pg+L+mDQ2OcKBNIKWIXFvKebUksSMdVXRU4hkM8SyFQWL5WyCMEd+/ZmyuW2l3z1vxCKpnwMf7IRz9+1wMPAYajAMD/48+/iC2HIUDl+MnNW06+d5KyiBIcCWm6HurvH8KYWqbFMNzq6tqGwR5d0zL9fbbj3rh189Ddh0+/f5qhIMTwnCzWDXOtXKdc2MeqqCRSCaioYrdjvPXm6yL0IxKKiZAjXpjVKoZhImhSZHnY80hYiyYjGs9Cnucxxr7vQwi73a4oirbvGoahqmqlUonFYtVqVRRFjHHg+zzL6CFZFti77rrj7Tfe+KNP/eEzz/708ccfv3DhwoYNG4rFoq7rzWZT4HnXdhBCtVotEomUy+V0Ot1oNHzfHxkZefvttz/+8Y8/9dRTH/7why9dupTtyyKWdRxH0zRKqSiKCCGMMaQgHotdvHhx9+7dV65cGR0drVQqjuMMDAycPXt2+/btly5dGhgYWFxcHBgYWFxe7uvvY1k2l8sdOXLknXfeOXLkyPLyciQSIYQ4jhOPx1dWVqLR6NraWiwWW15eTiaT7XZ7aWnpIx/5yLe+9a0vf/nLV65cWV1dffzxx7/1rW996lOfunLlSjabTcTjlmFGIhHHceLxeKVSyWazuq7bnUqqb/CnTz9babQT8XhudfHLX/7CMz/5cbPrcRw3Ojq6adOm559/XlEUy7IefeTD9Xrt9OnT4+PjlmXdddddhULhxo0bqd6eWq02OTmZz+eXl5eDIJBlee/2SdsyFlfWItGe//n9H/kYYshSwJaqHUlWq41WqidLWcGw3bZhSTyHSGDblmkamqYyLIhGw/F43PfcF/7tX8EHarUaAAAhxDAMgKzvOCffeCMkiQPJyPLMO8mBuF2x3pxa6kAWBlyrNZ3PX3V9BCTIAwj8QGAZE5qqrEECFUkBxFJUPpMdUZX+SGhYU+KCrspcdPrSsQ1hr5Jb6s3Gdu3aCkKpb/747EtvzrbsBoOFoQj7Hx9Zr0VQELhbonHiL4fTIc9Ax945+/0TOKxGXKvDME5UVVUZPnDk9sFU77++8OpK0/Spt7hS6smMZvrSnk8Wltfahilx0iOP/uEDO0fjXCMyvAEjDvompQAJOsNyhXr7wsUWS7lNW4R41DPrXUD11ZKTa8kIQQp9jD0YWLGQtHnjhrNXZ00fQcARxCHiQbvFmkuF2mq320ooSlTjixb51cm8A7WwymuCdGTb4AN3bCs1m2evzQDf3DQ+GADw9umzlUKp2zJsV/zk5/580/jmrpl/7/TLI6OD01MXc7kZw6orSqgnNZLpGa+3g5XFtYQqjmZTbxx/RVYECoKNE1tvrdR8x3r4/nsD38u3iRjLBIzIAsI4tcEM2zCo6ychTyhgAQCEEACAnZtNJcImZlk9QQCLCPgtQggA4NC9+7BTOfvKv3TXporLzZ4+/fWL6GypQrtEi/UoEfnPP3Pn4UPbr126Nje7tDi/Um9Wd+3aefny3PbJ/SMjY7n84smzr2m6Oj19xQucqBbrdkyCcDoa+ZNPf1bVwpfOv9+sFmWeee6t67WG81/+/E8rq8uO3SrVc9ls39DQUKvVYkWlZKJASBLKIQoE0J1cH9FkYTnfLvsR8DuUYgrob1mWdeXyxXI1X6/XgyDgef6u3Rt2b9xIHMsJHC0cktXwU888d3255BBOkmKaxkUE7cCO0B89fqjZKvzi6VcS8Z5wknvl+GyzSxp2I5ranEwnIQT/7oknngC/80/f/c6xY8dc1/U8z/lAEAQIIQCA4zh9SZ24bQ9wTRtTThYVzTG7lFJN1zrtDqWUpYTneFVVIpFItVq1bSeVSm3dutX3fV3XRUXqWh2v24nIQiqkc5CylA0Y1A78tWZjpVSaHEqtG+2r1OpzCwWBS4qC5PvWpauXXez3DfQxFGd1Md03+Oa7Z+RwwvFxrdEOhUKdbsd1XIigGtJDigADx3HcUtOMKirvtaO9WqHeKJSDVGpE4jHi+E1pecemkX9745xvWJEIAJQrFy1ZBZV2k0JtdP0WTpQRSyHDL8ytGe2awsFMIiywSOI4Kay52LNaHWJaPEd5ngeMgBFDALJMjyD0e489fu9HPgIYlgIAH/nMJxEOIqrOQzS5ZevVq1dNy9IVhWcYTEg8lujpzVy8dJlg0u0ausqFdC2VSOzYsf3s2TMTWybK1TIgVCWsGlYRxzUtJ0DqO6eurhVb/Wl2y5aJ6dmbnU7X7DRDIiNBf3x0EJhBpdtdqTVsyFCGZyCnyYrTqafiUduxeZYTRREHOBaL+r6v6KrruoIoAko9zwuCgHzAtixISSoVda3uocN3/Nuzv/hP/+k//Jev/dVf/uVfPv2znx05cmRhfl5TNY5lMcGyJFFACSbhSLjZaIbDYdM0LcfOZDJnzpx58MEHX3nllb179968cSMciQZBYJomx3IQQgAhDgI9pBfyuT27d58+fXrfvn03b97s6+ujlLbb7VQqNTc3Nzw8vLa2FovFGo1GKpW6NTc3NDy0urpmmsaddx785je/8Vdf+9qvfvmrbDY7PDx04cKFI0fumZ+f6+vrsyxb09R2uxOPxyqVim3bPT29J0+euPfee0+ffp8QsmXL5mefffZjH3vs+PHjExObXNdrNFupZHJhfv6223ZevHBh965dQ0ODnttMpbOvvf4OYATP8zlE9u3e8ebrr3ftgBAyMDCQSqVOnjwZBEG73f7DP/j9Gzeuv/zSy9t37Lh8+fLf/d3fXbly5edP//zhD38kl8vdd999+Xy+Xq8zDCMryvqhbLGwVqrUw9H09578ieMBTlIaDWO5WJFERQ1HREnlBLneavs+lUQ+cK3fsm07Fg9DREMhLRIOA0L/7Zc/Bx8ol8sAAPTvAOta9onXj3drVYVlrG5VjjGMY/7bqbdrzVJgCZzodYw28WWBBVpEwdTDxIuE1W7bw5hGE4ooIklAADgIisDnopFwuKdvKLN3Zf56WsCl1YV0Utmza4INx/7phZm33l9uWXUY8AkVfuLOgVBIQa67tz+EYVVNZmwTHj/x1jNnrHgk4diNeJTXVUWRwD2H9kZk5dXXTpSabY8BNxaKm7bu2TA+evTYS23DVvRwhBP+4BOf2RBlNFqKbJjADIN8E0AIRR3xYqlpT814DOEHEnUdlS0r4MP9xS4qVs16s+S4na5RN22L+O6OyS3npmb7R7ckYwOQDcOAYT3P7y7mKivNdj3MC7pASmbw+uUmZrWoysmcemTbwKHbNizk8mfPXxzoiabjmkuCU+en1vJlQMHw+PbHP/cfAWb9oFtvlKORVODYx197JiAN28YH9j8UifViEF6aX66sTd82nKjklxzbWF5djPT0vXLhVjSsPXjvEZaBxZqtpvoDRmQBFnG7Lw2bJjTtCBQIpSz4AITQyl1PxcMW4RktRgCHCAIAUEoBIAf2Rx2zcvbVF3K3pju1oG8wdHJaPFuq0C7R471KRP6zT99x6OC2q5cuFFfLs9eXioX8th3bX33l/T27Dk5u3eFj6+rs2Wg0dHNudn7+Rn9fT6NVKTeqIUH4sy98nuOFmavXupVGXIu89v6NthF86Yt/MnVlihDPsms9vT0D/QOdbkeUhLUmpnKGUgkQxJD2xmFZlZn5lYrD9QEAwQcghABASqlpWleunC9X12q1mu/7PM+NDfTuGNtgthqVZmXb1vFIOPLMr1+ay9UcwktiQtO5mKjtndQ/+eFtplU59ut3k8leQXGvXspTzM/mV6i6IdabgRD8uyeeeAL8znf+9uunTp1SVdWyrG63CwBotVoAAIxxJBKp1WsYEgCh6/gAQV0PddotRVYwwYAC27ZlUdA1neM4Sqnruqqq7d271zTNZrMZCoVUXfEC22gbFJN8Ls8AqCh8MpVmBalUq3dNS4NBMhlhBdZ0XIg4WdEa9Ua+WLRcL5FO96YSYQHo0fipsxcabQtTuJqvq6oqKwoAgOc4ljjrB1ICChYWFzuOH1ARIMjwtN7teoGIgBgSiaho40lxJBM7c6PA+DieYMPhxPTVFcupGb4DmNC69VvVUCSejBIAzp25YhmdeEhNx8OqLEfCyWQi4pqtwuIt6NoBYgmAmFI/IIZpVRtNUdc/839+/oFHH6WIoQDAz/3p5yCEtmkLHL9ueHRtJddptSNqCBIaBFgQhG07tp96/zShFCEGK4hHyGl2Hnvk0VMn3nUcB/Esx3ExXo6GtWwm3ep22l5w7tp1l7IpXRgYHHrz5OlcqYYQkjikiszmDetYCtqWt1SsY8gzPAcxlkVOk6EiCaZhIAAhoa1mM5PuKeTzo2OjuVyuv7+/2Wym0+kgCDiOYxmGZRAEpCcVj0bUwYHMjVs3t23e+MsXX7r33ntf+c1LmzZuzK3miO9rqtrqtFiRAxC6jhMKhYIgYFk2FA53bXP9+rFLly7t37/vzJkzmzZN5HJrHMtLjGjbNsMwGBMIAaUAIVgoru7addtzzz338MMPnz59OpvNhkKh5eXlycnJ+fn58fHxer2uaVq73dY0LZfL9fb2GoYRBMHo6Ogrr7zy6KOPHjt2bHR0lGXZq1ev3n777SdPntyyZUuhUMhkMqZpplIp13V9389ms4uLi5s3b75586aiKJIkLSwsbNiwYXp6emBgoFJv+BRxLLu2vLh1y8TxV1956IH7h4YGu2Y5kx387j/8QNdisqxEY5Hdt+8+feIkYnlCSDqdZhjm1q1bGGPP8w4dOjQzM3Pt2rV4PH7jxo3/92/+5s033jh69Ng9d98zNTX1xS9+4ezZswsLizzP9fb27tm9dXV12XZxQPgf/vhpn3C8qC8urFY9x3WCVCoty4ooyLVanWE4jmN9zzZNgxASCmsch3RdVRQFYvDrF54FH6hUKvADnue5lj9/c2llac0xuxR4gAErhVmjnbuRm0W4KyKR57lO2/MMnEpqgiot5QoehsQ2eSYEIBJVR9NgOKRbpsUykq6FENN2CRaYdKtmNeo4IIzMM1EFaCqcr5Fylwe+5WLJZ5kxUOwyUAJKOMwLjCtJMof4eqOxXPIUmRFEd2AwFNLDHOesW5fyTLta7QAEKYMdH6pqigHYC9i1fKdUteOSdPDuD/fIvNtaBZEUBoTFBAAWs6LHMD5gBD7JA0YkNQlWXdKoGa0L12a7Vss0u7ZjQUhNK8ABJgR7GCBOSqeHs9l1Ih/yDXduMVeu1h3HYSFiiWP5vgnjgqCpAmIEMSXjqIKallOvGbGwJPM+y/Pdrtnt1gGVB0c33vPhh3mkQoBdqwsCyrF8pb4GkNFsmEODWzzAsEjqNho3r52/fTTLA67lNOdWbvGRgdMrZUBpLBoZHR5yLDc7tA4DDkJInHZEhW4AWS7M8NAJsOdYFFAAmW55SRMFDDhRjRLAEAAIIQAAjH2BXW5XS7NXrzumZxh+LKWtVJjVRovYgRrL6jp/34GxTeszS0uLRtcql+u+78cTybfeOhcNpzLxGAc9DiKIPEFy1BDArOEjxzBNFjKqpLgeJD5wum48lKxV6+FQbO++Q9dn5iHhza7TNI1QIqbFIsXSaqJ/A5KSHBYQYX2vzTHN9aMjxaphsToiPKIAUpcAQAECADiOc/nKxVItX6/XPc/jOT6isIlwxLUsAMDIUDzbnzr+xplC1XEwxymhiMKnFHnLSPSeO0Yodt98/XRvJsWJwa0bpYCK1xZXGDv1tdoAACAASURBVL0vks4ihsEYAwCeePL74Hee+O/fOH/+PELIcRwAAMbYcRyMsSAILMvW2x09lsCB16yXVVFoNZt+EAAII5EIAMBxHE0Nua5bq9V83xcEYXx8vLc30+12BUEIgoBC7Pq2ZVgCJ54/d8HzXMhinhf7s4PDw+sMw6CmCSCwHMdwu7FkmOMliASWE7MDI5m+AVFQOcr7PvYwdt3AdCwz6DSbrVqthnHQarUZz+KJ7TuNTqdFOF6J9Mwv59zA7h8clJUIwNRsVHxC+1Uy1p88c6PAYqqHCA5gsxaoOup6tuWwt99xJJ3p7xjNTtdYWykDQGgQ9PakUsmU41GO+Fxg+1YLgcBHoqaHIACm0a2Wyyu5HCOJn//Slx/86GOAYSgA8DtPfpPn+Vq5hgPfs12zY1y5fDkUjRIGqZomS9LeffveP30aQEgoETiBg8g37fs+dGR+fn5xZVkMaRAigbIcols2jjueO7e40vWAqEVEjjKc8NLxN3KlGoRQYqHIwcmJcV3kq02j42DIyyzLAhJIHIpHFUngEQA8x9Mg8BxXFiXTMFRdXltb681kVldWejOZZqMhiCIOAl1TceBObpnQVXHzxLgV2GFJatmmKAjddptnuU6rbXa7lmGatmV5DsbEcRxBEDDGnU5n/fr177z37u9/8pM//NGPvviFL7zzzjvj4+OGaXAsp0u67/uCIPiBjyDyfR8i2GjUxsc3nDhx4sCBA1NTU+FwWBTF+fn5PXv2nDp1anJycmFhYWBgoNlsRiKRSqUyNDRkGIbneYODg1evXt27d+/Fixez2WwQBK1Wq6+v78aNG0NDQ6urq729vcvLy729vY1Go9Vq7du376c//ennPve5EydORCKRjRs3Xr58effu3fPz8z09Pa2uIcoaDnyj20klYteuXL5t5/ZoNGI69WQy89/+5puJeG+r1cn29T7w6MM//v4PeFHWdX39+vWyLN+6dUsURUVRtmzZMjc312g0GIZpNBqPfvSjp0+dmp6+tn5ddmVl5bHHHrt65Wqz2fR8L5FIbJmYWFxYxpQp17o//8ULkFUoEmZmbunZ3nary3GCLCssw7fbbUGQWQb5vt1utxmG0XQFIRCNhjiOw67/6mtHwQdKpRJCCABQqVSWlnLNhjl/82a7UdA0CKizvDIXYHN1bZ5XeEEAHGQ6DY+hNNkjAsTfmi/7vqBLgq5Lpt2KRKWeTNTzXNf2bdu3LFeSuEQ6ZBoWA6UeNaFrcYFhodk6eHDfT167eGa2DL2A07IyrX9iTDm7tiiASIGQ+srqxv6wLkKHcmcXGvGEQoA1si7NQiRIQTwheZ4b+IxpGYjxHdsDVIiFZYbRllc7jUaQTmT23vlR2rW86qqNOAFiGbI8L0BZ8BAEDCsqGqEIw3ahfMGntWazYJqWZfOW4VcqJgDIc7GiiABQAAChGAMqCorrYkoghXq52PJ9hADPQoopbbuMJGkKz4iKlNLZwO3aOPB9xjSbskDDepSB3FqhwCExk07dcccOLSYC4lfL+ZXFuXTvgBKKFMsrsqRJYoRhFBbATqXuda3tk+OanrWow4fYSgNWOw6hBEIIAIAUUgAxYBleYAHgIBEEIRqNBkGwWli4efUiwYEHOYox8T2E+G7Xdn3f9F2EkCzLhmEExiL1PEQpz/CIegHDVC3WxTyCiJfCCk+SOhSBQ1nGp4BSGvgBgajaMJAPRrPJkAJCMV8NIVH2PL8uKrJtE8fGEEitVhewjGV5lEAG8cmoGo8mexKDrsPoWq9tSx0XGz7lZNVpt5VYjJNDKGAQJr7fdfyGJMkAcHI0whARUdCo5ZZWlzD5LYoxXllb6Zgd13UJoRBCz3IZFgKAGQaonIQwcIlBGJcgwvJRTeCYwOcBVXXAsGK10pUkDpLA6biYEdpOIOnRWLInlUpRShFC//jkD8DvfOdvv/7/0QQfUJadB4Gg/3jzvS+/yrlDVSd1t6RWzsmRkS1sgmG9h3DODAzDwhlm2WXgcHbnwAwGhgVswGAbr806Yku2jCUr2QrdrZY6565c9ape1cvvvhv/+4e1dY6/7/Tp07lcLkkS3/er1aqUMgiCLMssy/L9nmXpuVxut9FgLKGExkkSDAa6rmc8i+PY9UqbmzXLsvL5/G233QYhyuVyaZpGURTHsW7ppq0nvm9rtNvYDXpdP02CMPLyxflDR/z+ADLW6wVxqqihl4e80Ykpx63absHJlRExOQdKQggAgpAxhjAUWgohVEAhiHq93tLi+k5ttbZ6td3dUUSrjgzvbm9Jzk3T5FlGMCp4BTtXGDXSI3snXr+0zsNofNwJgqTb4pDEiRStDrvvgSewZgRRX9ON7Vqz3+9pmn7vfffv27cvjAMeBGnf9/KuVbCVouVSKfC7u1ubZ985s7G2phnGv//N3/rgz34MYKwAgN/41y8AAKIg0DXaaTb9Xu/M229LQrpJPDoysmduz6GDB29ev+73/SRNdahBIWvrG4889DAT/OTZd8rjIxBTDHTJ4sP791GE1jfqCpmAGhyqqzdvnTl7QSKq67pkCYFiemzYgDIVgEONGBbGWCeAAGFQoKTQKXVMyzJMyYXjOFApomEAAMY4yzIIYRAEEMKMMdM0up3moQPzO/WNj//sR176wfc/8P6nrty6PDo2ZmpalrJivuD3eqZhZhkP40RKEceJUooxNhgMCoXCmbPvPvDAA1/+8pd/+Zd/+eVXXp6emgYQBv5gcmK6Xq+PjIyEYZjP59M09Tyv0dg9cuTwyZMn77777pWVFcuyDMNoNBr79+8/d+7cvn37FhcXh4eH6/V6pVKp1Wpzc3PdbjdN0yNHjrzyyisf/ehHX3nllenpaUJIs9k8cODA0tLS1NRUv98vFoutVqtYLDabTc750NDQ9773vV/8xV/8zne+MzY2Nj09/b3vfe9jH/vYSy+9dOTIkU6vpxuW6zhRFIwMlbc2Ng4szFumIXFq2/n/78vfGBmeXF/fHB6p3v/A3f/0j/9k2i7n/MSJExDCs2fPKqXy+fyTTz75+uuv9/v9fD6PEPrgBz/48ssvh2EwMZ6Poujo0aNra2sAAKWU53nD1eHLl64ibCyt7Xz3317RrWKnF9a3m1qlFIVJpTKkFIjCJElSTTMgUFkW+75vGIZp6YZBR0aGsiyLB8HLr3wfvKdWqyGEAAAQQgkJBGh3Y/HkD7915dKP/LDVbHYIIo7rMUSi1DcI4ilMwnBszHW9/PJio9sWlOjj0xhrIVD21laP88zNmfm8HYYhS2jKQtfTTZPaAhQLxbHhYS0VTz3y+Oe+/+6bN7qKI604ayfrT4+rdzcXDel03dL24uJ9+4qVEg6IvNHjpmmmCfP7vmNT1zM1DSAMGOM8k1KKlDEphOsZrusxJjRdHyrNuvmjXqLg7hLHYO9oVQdCQgZ0mEEgFEmA3of47PK7O72bEMBGo2VZdsqMQT9NY9TvJQhz19OVAlKplDHNMJVSAz/GGHqGblAz8AWQhq4ZgJqbbWZ7Zc+yyo41N+Qg7kdJHCTRwO9VisVqqRwz8YN33jJxNjfm3nfiYEf267s7PJM8E1xRASjPMpZlGtUpRLZuzY5MudROEAh9JwsZx2k3hLbn/BjBBCEUZEozbKKZ1LR1Sk2N/JhSKmNpGjSKlLmOVfe5ICYEEEK0uLjU6fW2mi0AwMjISKfTrmarnIUUi72j+RxKGXK+/vbWVqhjYhQcr5LX5kbzIO0CUwvSBAKQpKkA6Mq15aefeN/8/vGV2iUOlm1HC8MAABEMeBTCbjtOIuA4eTMnlAJZpjImTFe4ntvvppTk5vccnh7Zw7ne74k0QUAJZJGBUIk0OENpHKUsMk3dNKhIewhQ2/YoIb1BO+NMCK4UUEAKJX9CSAiBlURB0O5HLYnjYrHS7fkpD8PMpxSJWAGIAMRcKssCtu3FkfJ7aZYovxtzCZx8aW7fgqGZhBDOOaXkrz/z9+Cn/uB3f+fypUvDw0O6rjcaDcMwEEIsY67rsTQN+k3HQEPDI5eu3qjvNHKFvGPbEELX87a264NBEEbMMEzLtEZHx6ZnZniWmpbOOW82mxrVDNtKWaoDpaKBDDrVci4Ehm5YxLSxbhQqQ7HfH/hMSC1XKAyPlt1cTkEtY4BLLAEFUDEQYEyUBEIqCCAgmgIAQQggVEpt7PoZS3naW16+trG96Vp4c+mq3+s7tg0BHx4aGgxSxcVMTo1WvaubAVE4nwcQEL8vEY5SyaOU3nbsPqzbCU8M3VhdWe/3fNtx773/fsdxB3Enr5k60ftRNHNg3rLMLA6Xrl65duFsGgXddtt2vH//m7/1vqc/ojBWAMCvfPWfLpw/NzUx7tqWYxlKisHABxD1BqGh6TnXG65UV5aW1ldXWZaZXm5mYurzn/vc7bffPn/o0PMvvTBzYF+z55u6p9Lk0L49FKLV1RoiDjGdZj84fe58qxfolkspSaOBrRMDQ50ohTRsOAoiSrCtYx0pWydxFGmUSs6L+UI0CKpD1UZ918lZAADbthFClFIAgK7rpm4gBBmLRoerOoV33Xn81Mk3jh8/evbSqdHR0TgI+73e3Mzs0s1bd504ASDCiHDOlVJSSp5lAEIpZcfvezlvc2NzeGR4dWXVMIwwCv2+n88Vt7a2KpVyp9Mplyv1en1hYf7MmXeefvrpF1988fHHH79161apVLIsa3d3d35+/saNG7Ozs1tbW4VCod/v53K57e3tSqXi+36n07nrrru++tWvfvKTn3zxxRfn5uYMw1hZWbnzzjsvXrw4Pz+/u7s7PDzc6/Wq1SpjTCllGMbS0tLdd9996tSpkZERTdPOnz9/1113vfHGG8eOHbu1tOg6HoIgCPypibFLF869/8mnLMuAujIM98tf+vrePQc6nd7M7NTY2NCrr71mmHaapocOHep2u4uLi71er1wuP/XUU1/72teEEFmWaZr227//+3//P/9nGIZzM1OMsUcfe+z0qVMAAMdxhoeHh6r5c2fPmnb+4pXF114/Y7mV9c16HPHU0CjRPS9PKd3daSkFCNGAkkkShmFgWaauU8PUhoerEMLN1ZV3z74N3rO6uooQAgAghHbq9eFKBfDwnz77J6+//l2FlZTQcVyeCT+WhAqdStf0OFM5zwQyAUI16r1MosqQa5q03wtbvUgoWR0uZllk26ahexvrOwirYsnGgEQsqpYrM8Wpp5/4wL+8cPLk9SaWSC/OcNZ7elSe3bhmcD0oDG1fu37bhDF1sBLqst0Pe92g1w0EV66LTd2O4jSXs1gWp4kUGTItnYuYA5jz9FJJKxQ0jegRm350/kGzv90OeiM5S1eAiwxZWgIUykAGyJZg/3bmR70o7PcyKRWASiG4vd0QHNi2qZQkBJmmoRQIo7jdiwCQhYJLKaZceI6r66YUQCQAwsKtncjMDXu2U7H02YquZb0kHgzSOPSjcjHnucjKw910vVRAPO7bmtkIZBSDIJK7TR8STSicxNIwaMLCJGYmxSOlgqtruoGjTfPg8IGx6cpqq68XvJGREUKIlLI2YHauBImuEEYIYwgBAEopqWTYb1jB1tzUeJ3bSM9DqAAQ169fabTa6/WmUmpqaqrXbY8m7yZJjJQ8PGKXURjr1S+c7q6FBsVaoVip5IyKA1N/B1KAKYEQpWnKAbx+a+NnH39yfDZ/buU0SweS817Ptx07jbJ+N5ASZowbpm64AAIoFRIcEA0QirIssyyznM89cPRo2RtO+zzuM2rps/tnr2w0rtR4pnKQIyGA6+lx2KzdukQ0PDm9d2R0H+NMKi4EV1IpoKCU4McgQEDlwxuNxkZj0BRUxLAbsMAfoH4fxbGyKDAsw825EAPMY6iY47gZI4OBjAXZrnWLhfGF/UcVUQoAxhil9K8//VnwU5//279+4403TNPEGEsp4zRhjKVp6rpukiSDfqfgWVOTk4tLS1tbWwRjzjlEuFgdSjLRbHVCP9A149jRO4RQccyqVUvTFIRwMPB1Xaea5vcjHZgm0fIWOnZ8QRXGo5ghSDGmlOhuqRCEYalUghByzj2L6kQJIZIkybKs2W7Vm81BmGpmQSFDNxyC4Y8pAJRSuqa3E9Zo9QgAFHECwyTpbNXWwiBYWVmub22Vh8qabpWVum3OmZwdff7lq0paXl71+35zN9o7PxRHfm2zf+zORwBxOEZeIXf58sU0ih3LvvPOO4eGhxljOqGLN2+urKx+7OMfU4Zcv3nz1rtneTgAUPgxQ6b9O7/7e4+87wMAIQAA/IP/+ntvvvlGuVTAUEyMj+zdM9dtN48fu12nJgJIpMyg1O/0CISccZ8Kx7bePnlaQ/jg0SNf/fY3y6PDO63O2Oh0bW15Yri6sG9/f5CEqfIjtri2c/HaTcvLC4AJJoIlFEnAmYTKcvNIMxjjSImcRS0N5R0niiLPcaBSjuVEg0G5UtnerAnIpRCmaSmlNE1TSmma5joOwZhn8fjY8Phode/cjGvrVKdx2qWEsiSJwhAruLuzMzM9DZQCSgkhEELqJySlmhQCUowwFkJkWSaVkkJmWSakTBIWx7FSKggCpVS9Xp+enn7ttR/93M/93Be+8IWf+ZmfWVpaiuP49ttvf+211z760Y+++eabx44dq9fr5XI5iqJSqdTtdiuVSpIkURRNTk6+/vrrjzzyyOnTpwuFQqlUunjx4j333PPOO+8cPHhwY2OjWq02Go29e/c2Gg1KaalUunDhwtNPP/3qq6+Oj497nre8vLxnz56bN2/Ozs7Wd+qe6/j9PkvjSqlw6cL5D77v/QpIQcTQ0Pjv/ec/ePihJ27dWnrooQcmJke+/eyzo2MTuq4vLCx0Op16vc4YK5VKBw8e/P73v29ZVq1WsyzrV/7jf/yzP/5jSjUMdF03nn7mme899xwXnGBy4MCBfXtH3nn3dKky8sPXz5w5e9XOVS9fvZUxFWA4OTENIUYINxttTdMw1jjPotBP08S2Lc9zCEWlUiFN00vn39naqoH3LC7eRIhgjJVSjc3Ngm3v7Gx++h/+x8buUpQITcOWqUdxyDmoVvLhoEUgIcCanpxKwy1LU7Zl95NwuLSwsrzT7NY0h5iWHUWhpmucZ1RHUQAgIH2/nTMoNqRO8LHpo5/4uV/59Ld/+PbVTSqEnZ/ydPbrtxd/cPpVC5odQrpr9b1jeuVQZSOM+gPp931MKEszSkTGYOCnjmtIlbBUsRQ6jkk02epnng2np13XEZ6HnNyRCXvPqG40uoOhgq4JKrhChpUiwgcRxujCztILZ9+oN3ssgVRHmIg4Jo5jAsgs2xj4rNXsWZbFMqZperPt27ZumCROQh1YSmaep8/MDGlSJ2rs5OUd6g27rlt26Im9QybvsLgXpiBJuWNDALen5szWYC3jWa/P2i2hkNHpp/0B6vZEKoWCAEjDcTXNkM1u4hiwlCNYRYYHx/SFWWd2aLi804upbo+NjiEMAVTrg8wtViQiCmIAMQQAAggkUEp1Os1s6/Kh/Xt8Y1Rz8lByiOT1a1d2Ws2NeksBMDM93Wk35+mZ3iASMThUtQrAj+3hf367v9wlFGtOaayaMz0tjbpbCHDD0CEAacoUJtdurt2xd0+uSteTNQS0MBgAwC3L4Anwu5FlEcsmQnKIMaGa4CpNeKfh53LW5HSVUA4w5BIP50tzI+N50xkm1sLBQxeWum/cEgzpSKVAYS+nx2Fj8/oFatLy6NTk9FEACIRQgZ+AUgIlgAIAAgj42s3vbu/UunHUjSINK4JQqx2kGeASCJ6VSq6hCY1KxnWiE6kSCEiWMqgyxRyDjOyduS3TpIKKsZRS+tef/hz4qb/7i0+dPHnStm0IoRDCdp1+v885J4QIITrthqnhYrG4traWJMnExHgcRTs7uwkXmQBhHM/NTIyOjhJiaNQgRGs2dvJ5FyEcx5GXy+Xz+UKhPFydcN0iITjLkm4/znhaqZQczzJ0TUjU2G06jpPL59I0FSwcHx3inPd6vd3d3Vu3FutbjUNHDgVx6AeDvfv2ebqJEcqyDCiVZVmqObuNXr/rQ5UAGBIE05gNguDqlavtTocDFQI+Ynqzw8TOa+euNHVN57KrlNZpCAlCTLK8Vzly5K5ioYIpjFh84dotBKFnOdvrG4Nuz/ZsROh2fXtiYvwXfv4X6rWVqxfOEaWoTm5urvBM5r3Sf/2jP370yfcBhAEA8EMf/YhSwtA1kYWVcuHQgf1n3327VB3KF8pRELZ3G2PV4cmR0cVrN6uVSuaCB+69F3FJJEAYr21tQkq6vm/p5ubaEoGqMjS00+p2g2xpc7tUnn7xpR/lShU/YoRgKDPJYiA4cvK268WZTJJYprFNFQFZwcu12x2KCcXY1A2d0oX98/V6XTepbhgIwjhJNEqFlCxNEUIaIRlL5mYnJU/Gx4ZHhyqGqWmaMk1LI8SgOiUEKSW5gFDyLJZSIoTgewjBacqwRqWSQAGIIEY4TVNKqQJAKMSFQAgqpbL3IIiazc7IyMiFCxfGx8drtdpgMJidnX3ppZeefvrp55577qGHHlpcXJyYmGi1WiMjI+12e2xsjHOeJMn8/Pw777zz2GOPnT17dnx8HELYarUmJibW19dHRkaWl5fL5fLm5ubk5GSz2UzTdH5+/q233vr4xz/+jW9846677uKcLy8vnzhx4uTJk0eOHNndqQ8PV3nGOUscw1hbXbr77ruAkgyLoaHx//2//OED9z/64osvfeITvzAzO/Hpz3x6anoOAPDggw/WarXFxUXP8yYnJ2dnZ0+ePOm6bhzHuVzuxN13P/+d7+S83M72brFYPH7nnd999lkpRJZlx2+//cDC9OnTbw2PTv3bCz+8eGVJt4u3ltYotRtJNDkxLYSSQvp+aFkWQjSOo4HfhRB4nmvbppdzCEFxHK8sXltaWgLvWVy8giBBiEKFe91+ybJXblz8q3/4b6vNxThFtm5ArtI0sfNE1zTBkGsXZqdmLSTC5iZLopl9BxLAejudjIldv+flnXa7FceRbduDQSSArpRESEKk+gNluiaB7ODk2K/90q9/+ZtnzixtZBQVnf3jVvcX7x559YevAIwCqFqrWWUSBbmuDPPASEzTZCyLojD0YRDEnuchhLMsxkRRTZNC6rreavYtW8vlbC7iypDnmEbeUgdn7sLhxPQoJACKhCGpGHaYwAkVX3n16ze3aq1GXCg6lqX1+t3AxwokrmsrqWWp2t1tGIahFNB0WiiaQmS6rnd7Xc0kQKqcQ0slOFwqGGj/Kz9sIWfEzJMRx3j0yJSbNWTSCzhPVDQ0gjmq9cJ6mGlLy62U6VlmEE9xRRuNdGc31jQz6CdJDIZGDCeX+T3Cs3ioomOUYgnGhkoH9h6cHjnst1W/w0ZGJiiFCrK1KPPKQwpRBYkCCgKFJcQCIwAbuxuNW2eP33YYFiaw4wEggUI3r93caTVXd7YghLMzM71e++7Cu+1mPxiAmWqOyn6m5Z8/277Z1CUulArlUl7H0u+1N4RkGqUEQMWlbllXl5fvPLygu3i9W2t2A00jOcdSPI2CqFTMQZwRrDcbQb8XOY7NsqRczossy3kaQrLvR7pm6wasVIr5guO55sOzew8fPnHuVv+HVwcMOVBlUGYFz4n9zs6NU9Ty8sOTk3sXEDQhwBBCAABUCioFFFYgUyg8eeaL9e0aYyKJM4m5Zto7W4PBIK1U8xBCqinLJgBmKsOt3QGAcGjII1QiqUeBNI3K3PSCwBRAmaahbtC/+psvgZ/6+7/88zfffNM0TQhhkiRDI8NRFPX7fUqpEGIw6OsUl0qllZWVzdpmPpfTCRoEYW8Q5Ivlnh/ccfvB/fv3NxttQjSMtGazVyyV8/n86OhYqVQ0LYtxoQBmGQBYH/hhyXUYT4pFV8ikWi2Z1NSorlEKIOz1es1Gvdtp9Ho9xhhCKGO81x64jrG+uTw2Vtm7d7Zg2hAA9WNS6rqOneIgEstLa/6g2/d3NxvbDT8cGZ8IwiRmAkCwtrQIAiV5M4g7+cIehIWXh5R4K7e6XIS5Aq2Whu66414Nab7fwhpZrDWCOEJSDerNwU4LawC7ppZzxsfH94xPrV6/SCBAmCRIboW9uB8enT/0iV/6Xx554kkFMQAALtx+NyXIMIht0ULOvveeOy5fPNdOImmYUCqV8fHqyOz4xOuv/tAyrSBr/cav/Xp3p2kAPDc9vbi0PH9w4dLlyzqCw0OlQsGrNxqvnTzVjrIUEiS8S5dvUssL0ixjGVZcZpGl66mVR0TnCigpDAw0xVQaWoYFABQZT+MIASi5qFaHuu22hNw0LYwRISSfzxuGoWkaxQQAFUfB5NgIS4N8zi7kHACkaWimZRbc3Pra2ujQCJRydHRU04DMQgAAIYRSCiDEGEspFYZKKSmlUooQwhizLEtICTDlPFMKYIwopZxzAIAUSAiplNI0LQgCCKFSqtvtep63vLzsed7q6mo+n9/e3p6amlpdXR0bG1NKbWxsPPXUU5/97Gd/93d/97nnnltYWPA8r1arHTly5Pr163v37m02m6VSqd/v53K5TqcTx/HExMSzzz77K7/yK1/5ylfm5+dLpdL58+cfe+yxt9566+jRoyvLS6MjQ71uBwFVLORWFhcfffhBjFFGgePkn3v2hT1zC6dPn3nkkYcc1/jyv/zLyOj4YDB48sknFxcX19bWsixbWFg4fvz45z//+fHx8TiOp6amHn/88U996lN33XWi2VifmpoaGx+7dvUahDBJkqnpqYKXu3rl+vjEzNe++fzKxq4f8t1m33OLu0lUKQ8Rog38QZbJoaEhy3J3durbWxuGoefzOUpxuVKUUtTr2/XayuZmDbxn8cZ5BCmEuNlor69t60iPgua3v/8PO72lNDZ5ypAEQ5UKZz2Maak8PjN3QAkxVXbqa7f6vX4KaWbkk25bCRaLTCMq6HeEEEopISTWDYIhoVBI1moJP4ldx6jYxtTI+JXlEIpoaAAAIABJREFUoBGjDAusypLyeb3b7YcSaBAzi+P8qNmggfDhaBmHQYgQzDhHwAyCqFAoZFkWxQPT1EzTVEpBiIRCACpdI1xyy9CRgp6bzE1O7xt9pOiWoFJASCkkg4hz2M+CL73w5X7al7GixOy0gzBMpFQAMikzqAwFgK7TQtFTSkZRyFjmOIbtEMvRwjhEisRBaBm0WvSUcG8sKmwNaQ6tWGSmrKO0zXhCYDI2Ie1CjzG2uyNWN5huGBJRCdDa9k4Ys1yhjKiZxry546epHJsoegWy24iVSBwbEcSnJkzb5CyNx6rDGii4dH+1sJ+SHMRyPcwK1RGFKUBYQQSBgkAiKBFQnfrWrfOn7rz9uFEaQ3pOQaCgvH7rWqvVqO/sAgCmpqZ63c6scbG+2cpCrZLL+WGfVMYvrPc32hHGWsUu5/N2t99sNGpMClM3CMJIAduwtre2Z/cMcxoqI1NK5ux8t9nPYp6lnGeRl9czJtMEYgJyOSdOAgiVazpejuaLFACp63ar1dZ1DUJQLhc+ePfdhxbuvLzYe+taI1MFpAhUopRz07C/uXQGYL00PDa9Zz9EOnwPAAAqBaUCikDE642VV1//SqO5nWVJPu8phHyfY2SYFgWQKaFvbm7puoExznlUcWRZFtGybq/DEqUkKRVHDx+8HSNNAZmyyDDoX/zNv4Cf+sv/9n+dOnWqUqlwzgEAjutknA8GA0II+4kUYeg4bt/vb29vQ6UQT1wvZ3k5qpu6aTu2bpmW70c5L68Rk0m0b/+BfD6PIOI8i1JmOp7raUBKy8h124O5fVOtZisIBxgjz3N40NcoSdO0+R7OGaEIvgdj3O70als7xYIX+j3Jk9npqbxn5XJeMAj6vu/YdrvTVUrr9qMbS7di5gvMWn7PsHMMYGq6hmHEW9tAuoNwN0o6lj7MeZrypml4aaxzGVSL+lB5rFqZgtjQDOq69vnL15p+L++4uQxqIYuzgLmaM1phCaNcwcwHQhTKFa7rsYaTIJwqDz36xFPv/8CHASYQAPhXf/EHuzvNRqMx8H3G5L333HPl8tX1ne2Dd9zRbbd2Gzvjo6Mn7rz9zNtvU43ELM7n8gPfxwg/9uij75x5p1wp37y5OOjGD9x99/49M61m48byLbeUi7K02YUXLt5QQO8HKWNcQZGkUbnkKQ40XUcIQwB0TROcScE1iDSN2ropBAdCAqlM0xScp2GQcRYEA0yQ45hpmkZRoGu2YTq2pR+Y34sgX5ifKxdznKcZS5SSlmFcv3qlUiqwJD64sFCulBQQBGMuBGNMCIUQZCxLOdINg1KqazrGCABgWXYcBUimECElJYBQSgkBoJoGFBAi03QsJCMYK4UEBxmXnCcSIKigkCDNsiAMcnmvtr5lmrbv+7XN2qOPPfqnf/qnf/SHf/SlL31pZHrmx1544YVnnnnm1KlT99xzz8bGxvjE6FZtY3pmxvf7lmUVCoVarXbHHXe88epr+/bM9bq9paWb99x55wsv/tt999yztLycL+ZExjFCru2sLK8+9sjDmqZhh0ZR8rWvffOee+5bWVp79LHHpJSXL1/xPM/3/bm5PTduXG+3241m89DBQ8eP3PZ3n/67+YMHL165/MDDjzz+5BP/6bd/5/0feN/SzQvHjt0xNjLxb//2QrlStmx9YWFvzoI3blytDE99/kv/Wm9nG/WgGyjOUaFi5bwchGhnd4dg4rouhKjv++1mu5DPWaapUVQuFTCCVy5d7oTtne06eM/S1TMIEoQoS3m/7y+v1Wv1rbdOfaPdvWnrVc4yClG1VOq3O7lc3nW80ZFRCIFnYpkEIRNuZdIdPtiqXd1ev3bvgw/2202dwLW19Y2NddOyNNOp1dYJBVEc9HuiHQRewdMVOHr4kJ9619Z6Aob1zQ7C4eOzLsLGxNTezu7q3qq10Wle6QZQgigS/D1Uo7pu8UykacJYhjDwPJNSGkWxpuuSYM6loZtSAQqRRgw3n5TKxlT1zr2jxxQECgAJgBASSLzdrP/91/8OaKlFdL/HRKZhZGAiMOGEwDRFYRhCJBCSpkWGh4fSRNS2aoQowzQVhAQCkQmQIcsiQ6PDGxvSDzGT3MTZnjFvdMgwXFMDgW11FOqJzN7aSOMsKw+V681mwtJe1/CDFFNqOA4AuNvqI0hyeYfxOJUEQ8lZSJHSqJqYyBt6lsUh1Z2Z+Ydnxx/mqa0AU4AhokmIhYJKpEgxqmv5YhFA2NjYvHzxXYwQxHrGmBCZJHgQhYMwUJkAAEgpe/0e5zUDaTJCVDOQSjTT2ApkJAGQgipNI8qkCEqmkIIAYgCQBFjhIGa0oHE90SwIhBJM9dsBTxRSEGFONckzJTi2XWxZulSZbRsskrquihXNccw4ZhrVgyACANqWMz9zdGr4QM+n7QRwTKEUGKhywcNQdTp1qZTleITSerMhhQAQQgAEz6BUQBGA+Nr69c3dS1wmGMNc3vB9lsRg4CeGQakmWUIHg9AwTEpoxvxqpQwh8nJanA64IEnCMwaqlZGKWy2Xi0Kkmk4/9bdfAT/1//7DZ1588UXTMAkhEEI35wohsywLgiCO42ar5bhOvlDodrtXr151HWtquJwyZtquQhRTfWx4ZHZmFiE9Y2J6alYiDRFNKmUYhmVZNxZXWn7/ztv35y2CUrC1vjO0f6pW2+50fAQ123J5UA+DnhQCQiilRBhiAn8CQExIs9PdbrWnJyYAl/12Z3ZmJkz6nGeFQr7f9/v93tqt6ztbTcMuCIxMV5ufqS5fPre+3TC8YqsXWq7D49A0RwFhGe/zWOMZkKijaUaaoJEx98SxA2moegEy81XTy3U7raVbtxphr5zLa514CJtI4y3I9NHy1ubmeL7C0q6h04317X7K995+tLG97RnmL/3yJz/2c78IEIEAwH/+7H/bt28fJUaSMMGBEGpzo9b1BwLCzc316zeuYozf974nvvv8c512O1cq64YxNzdXKpVGhoe36/Xa5qZpO0mkdIxNgmamJhvt3f2HF8ZnJzZ3+d/9/ReiiLe7oaYbg3CQL7pKCcKlpmm6rmOMsywD7yFKVcolx7Q0SoO+P+j7juMIzmXGEAZAKU2nGEMFBGNpyhRLRRT0h4ZKYdAtFdzRkeqe2RlC8Mz0ZJLELI41ArOUlYp527EazUbKUss0i6WCpuuU4Far9c1nX+n1/DRJZ2dn8oXCyMhIuVwuFnIFV6NU03VN1/U0ZWmaZFmGIUBQESpSFmGEMdYg0AHACHPOhZIIERIEAeeZYZk6NTWqCSGkVACo9fWN2dmZk6dOWYWSUuDcubP33Xf/q6++cuLEicuXL+/fv3d5ZfHw4cP1ep0QsrCw8Morr3zyk5987hvfePLxx5u7u0rxsaGha9cu79uzZ2V1JV/KN3YbGGGN6msrqx/6macpwsgi3Z7/53/+Fx/64Idfe+1H/+E//MZgEH7rW/96/Phxy7L27NmzsbERx7HgfGp6eqhQ/MGLL46MTZx65+2HH3v0yNFjv/lbv/Xvnv53b/7w+x/+0EfKpeHnn/9+Pu8hIu+994RnisWbN93i6Be+/O1eRG6td5zC6PZ2Z3Qsb5pmmqatVss0TQBAkiQpy5IoKRbylCDb1D3PZXF88cJ5Bnmz0QDv2bx1DkGMIEWIAJwwYD7/g7fWV945c/JbUZiYmpG3nbybs3KTs5MTWX/HUDFAYHhicmdrE5kep/mZvfcn3RtrN0/ef/9Dm7X6/ML8O++8gzG2ba/VDrbrW2kaKsUhIgyjta2tkVLl7rvu3mzAs5fqEvZqy+umqX72jiFE0PTcbGN97eC0fXFl+43lMIqa7ZYwDEOjmpCCc8Y5p5QwxkxTpxpECEdRBBHClqEAgYpgrFMsMNQ0OyF6+sT9H7vv4H0CKqZEvlzSsR12w+u3rv7FZ/8M26DT6goOLTNnma4CGdU4ADIKQX277bgGxsKwoGlShFEccY26tc1GGArbhtWSK1LU7rUWjsxJnms00yQRVJcfePjIgydmTRs+/8K/7tSbcQh6HWYYJhcpIkaYCEg0zqFSOIg5l2jfvr3NZh0hOBiEIyPj9V63ubujOCvlc1EU2jYqFkiv1S8VncnJ0ZJ7+9jwPERBLxWQGIgaRDNtEi1MV3sBV8iByEh5GoRhypjIWLB91TE1P4FOaUQAIgRL4vjmrVtbtdoTD84/etfx86fe8kr5JOjNzOz/3LM/rHVZvdFkXBoqffj4wkTRmpmstpu7BCIK0OUrN31sy4J1aXkRSJAw5Pd926AawZZuGjphWTAIoiyFpg05zyrVvONYacjDoIeIYKnESDNMqOtOvxcgSPcfObx/6nYKCwxBgSAGQCNQJ1CjGjYKECgpeOD7u53dlCVCiDRNN9bWoiDMUpkr2P1BPYZ1LqRjW0nMuEigIv0OZ4wDCIEiAPByxdN0SCCSGVQAuh6xXKMfZIyxgR8BgMZzowcPHMh4rGvkzz7zDfBTf/M3n3rl5ZctjQxXSpZGOcAs40IIpWS324uiGCpQLlc2NzfCMKxWKpgLDtLpPXu4shVw779zdGpiAgrt5o2V8ZHpta1aaXjIK5R2231EtNpOgxB6cGGfQSACIgzCK+ut3WZHQYSILiFCIgY8wZJZRMg0sgysUUyoBiEKwtjN56lhT0zNJpnsBZGQisXdvOem4aDTrK8tL3bqu+ubtem9+0IhY84PjucOVPDq+opSvNvrxhGP+u7DDx1ZvHnqzmN7PdtY3txttpNmR5huwSm67sRks5dRmosj3mjuYII3tnYHg0G+UOh3uo3dnTTqjk6M67pONZrP5V0DdtqttbU1AIBpWVzCsbHJj//CL/7cJ34ZIaIAgO9/9Ei1OuS6uVar/YH3f9jz8nEUYUyLpbKmUYyhlFyq7Oq1azs7251uf2dn59ChQ3fccccbr79OKH3xxRfHp6ap6e2ZmQZZdvjggfXa2nZzN0wjaI5cvnxTAcMfxFS3EpZQHRECDUiklEopjHGWZQghSikUXAmRc1xd06JBILmoVCqmYUAIBoM+wYRqWEihaYhzBgEBimgaTqIBQSpNBlE0IBgrifJ5r1IqbW1u5F0nn/f27d0zNTXZ9/thFGRZOjJaLZXyVMPtVvMv//7bGxubGGMAYJYxhJBl2YZGZieHjh87Vq5UwjAslUrlUjmfz5Uci2ApVYqwCsMAQQ0oKiVCmKVpgjGhlA4GgzfeeGNkaEQpaDtOtVodDAZjY2NSSkJIPp8XmAwGPsI4Y1mv16OUrK6uFQq5ixcvLCwsXLp0CSF09OjRz3zmM//PX//1H/4fv//MRz4SBUFta+OpRx+9fOXi8aNHL126MDU92W53NE1PU3Hz5q3bbjtmmpbhuUChf/zHf7z33vtffPHl3/5P/1sYRt/61reOHjsUReFjjz3+2muv9nr9XM47dOjw6HDxtVdfGZuYiNN0YWHeyeVOnj41OTl+6/qFhfkjSqIf/egtyzKUYg8+fC+R8eb6JjGKX/rq842+3OmxobG5W4urExNVQki/3x8MBvl8PpfL9Xq9nd2GlKKYywEli/mcZRkiY912e5CGFy9eBO+pLb6DEQYAIIQ1qISW+87Lb7Fg+6XnPj+I+nP5guUaxsiJiGl7x4tR46bGdoVQo6N7wnSQevmoB/cduHPgr9VWLzz8wP22VfGDxoWLl8ulmbbfREZutzZo7ewYeuIVydjkxNLSmqFbk3v21lr26TPbULVqK7c0Q37inipE6X2PP7T07o1W0Lja2VraZHFPxqHveZ5lmnGSpAmDCEkpeZZZtkE1BBQMwwRjwik0DFMpSAjFSkGMiQkJT3/zf/2Nhf3HBZCp5NWREVvzep3wwqXzX/zaZ68sXYuZgAgAqIaHqoBlmibLldLczIHzZ84ZutZotZvtLjVwrkSTWEYBl4JQoEwDASAhAAmLZ/bsx6i0vevHLCU6/vBDs/cem1jb2f76s9/nDCchcwwbIZSmnAk4iDKiW6kgGKSOpceZ5nqOhhOgaK8bMQYzgnQd9/tNzlOdIMkzUwcmRfm84Xn6bOnQz3/0l5DGF2tBnyFALQ0jA/hHpnP1TtrieR0CIUHGRcY5z1in9rZl0oDpueocQDj06wCA61eXa5vtJx8b+9Bjx06++lKhNN3dbh46cOSfnnt9pZVu7uxyHhtcPXbX1GTevW12YnOnZaNMk8lr55dTd6gRdxd36rpd7PYGUCnAmUUphhAhaFmG7w/iKC4VclEY6YZmGAY1acoTDEC/05cSQILL5SLL0na7Mzs1dfTwg44zIQDmQBlYfeCROzBMVza36j1byZ/g2Y+xjLOMp2kSX7txtdPrxnFaLpfq9c3e4AbRoFCIS+RaJI0STA2hVJyyNKQIS4wl1fH0eBUCsb29g6EpJE4yrpREiCRJcmDvgcN79oo01kzyJ5/+Bvip//7Hf3Du3Hk3lwMQKgmmJkd8vy+l1DSt2+10O10E0cjIyPb2drPZhACE/d7M3PS9DzxUKI55ueExNyUQYIQBRAjhTCIAiWZaMRMKQECRQAAAxBI+GMQ3bi0JrdAfhIhQCZAESIMMI6B4piRnaWIgbusIEwIhPH/u3Nz++T0Hj2UZ0zWtmM/rGg27Wxtrq6vLi0iJdmMnDBOp0Pp2vTw2bnrewmTlg/cf1XTKWBTFYRzF168tW0asa4FrgJxtrSwucWGYhRlkFtYbjdLE3n4Aa5utgR9JleqGUa+3lVKEkE6ns7u743d3hoeHZ2ZmBoPB7OwsENGVS5dSlgIAlFQp48Vy9b/8/v/54aefgQgrAOCPfvDV3d2m7/vtdjuKYsd2GWMvvfCSSQ3D1McnxqenJm6/8/ju7k65XLJMCyIk5E+kSdJqtS5fvtzx/UjB2w4s5N3c1MTk2fPvvvn2qaN3HNdzYz/60du9XswEIkRvdppYhxRDHWkIoTRNTdMkhDDG5I+x1NA0U9MNXTd1Qyc0jmNKCEu5AkLXKYRS06lSUgiOCSVE4xkzDZr3XAKVUpKlMcZ2HAcEI85SDBXPUoIwwjAMIwBldah86PDC1NQoRFJI9qd/9e0wTCCCjDElFaEkTZlGERThzOwsAOrWzVteznNdV9f0qmPkXLtcye/dNzU2NqZRixIbQsxYgJBybA3IbDAYbNe2C7nS4sqym3MBAMvLy08+8eQ/f/Gff/VXf+3ixYuF8tDExETf90eGhxFCQggAgFRCKYkQarfbAEKC8VtvvfXhD3/4f/zpn3zsmWeau7vXrl1++kMf/O7z33nfE0+cPfvO1Mxkv++blssyef78pduO3ZFlnBhOGERvvvXW3Ny+mzdvPfPRj21v1996641981NRFD311FNnzrytpOr7/oMPPjAzOfrnf/5njz/5+NlzZ3/+5z+uG/SfPve5D3zg/bvb63fccTdnsNFoC5EpmO3bN+O3dpo7bQ7sr3zzB1vtuNFPoW5lHJSKHkKo2+1yzl3XVUoxxhqNBtVIwcsJkRXzOdsyuu3mxtr65OzM62++Ad6zdv5N9FNEwQxZL755WiXduLexsbU6oZuACli5iwEdy17WWxF+zXMtFSmJZVfDIKSH7nl/b3dx6/qZw1OThfLoRudWy4+hNqF5uiLW+lIjDXsKtB64+8jBw0d+9MoP01Tc/eBDpy93Xzu5nsH+xsqKjdNP3l3kg9q9x/cRJK9305ev1zZ3YxZyQ9OFEFJKCKGUXEiBEJJSAqAgxEChOMogwpIiqZSmabZtAQUhgqZBRr3cb3zyV8vFIYlREEcjY6OOW+10o1vLS2cvnf7MP34GYrNcsZM0NAztwP6DrXat02kdOXyiVa/5/W7X9wdRoiBwc1aSiG4nQlCrVqumbYZBMBgMXMfYO7MvTb3dZhQzburyZx6Ynp91v/n8D5bqTSFEEibD5RIAkEuoMI3TjCuokHD0tOAZrb4A2LBNLY54xmAUMoBZsVBMU9bvD5QExUKh023Zjo6gKujaofF9v/JLnyAmuLoRDbgusEmh1LLebePOdjdtgIoFRQaQVDJNWZIkjdpFXYcMYKgZiJDrV89qGklT2Gkmt+2vvP/hOy6cPl0ozb7+8ksf//gzX3/t3Goz3NiuSy50AR64sziaMw/NTS1utwoa10X48rury40kEANGQCfkWSoIwDrBeccDMNM1RQlVQKUJKzj5RqMZJ4muUd0z0ywBXGoY57x8wgUmgGUxwWh+bn58/HCpvJcLzIE0iXj6yRMUJdeWVld3dSmVlBIAIIUEQEjJ4yS4ePliq9cNw3B4eHh9bTXL1oVgCRflalnyFHCuEAjTlEvQawnXtTQNScAdE9s2TWKma8VuJ9lpNpRSuq792PT45G1794E0ISb+v//2m+CnPvupT73+5luJkE6hoDCp5m0CZZIklm33e70wDPq97tDQ0M2bN6Moynne3NzM0aPHp6ZmHSdHsO4kbaA4wAAiKKAAioRR6joOhAhCCKjKiGh1k+u3tmv1QSZIdXw6TjMulYRYAaRjrpQEiAgAAcSIh4hHlq55rhUOfER16lXKOcfSsd9u1NZWBq01BNFWbdOyLM756npteHxiu95w80XNNE2d3nvimD/oWZZeKhUyzjw3r3i3lCdYskHXr9pmmIjlbf/GZnt4en5rp95sdNMESCUJlZTSTjtoNpuU0vpPbGuY79u3D0Ko67ppmos3r2RZihAGQJmmWa0MeV7ht3/3Pz/06GMAYgUA/NoX/3ZldWV+//58IfdjEMJGYzfyw37Lr21uDAZ9hMH99993+vSpi5fO26Zjmub++flqtTo7M2PbtmVZEqMYgzSIdmrblm4ur62++OrLjz311P4j93zuC19aXt4WEkpAIAYCcKUylUEhBELItm0pJeccAJDF8VClrBOqpEQKUEyklBljuulABJIkMQwKoKIUaxqBEAohKSGWYZgGpQhzzhzTzBSN49A2TcWZkhwCxTMGgBQKACAZi0vlwvTMRKmc7/V6X3v+nFTgJxQQQnAhsizDUCEZW6YFIGSMOY7DGEviOK8RilWns7N3/8yHPvThv/yLvzl88Fi1OjI6UhwaLkyMlV2bZmmKJDY0WyCJKGo0GlEUjY6O/uAHP3jmmWe+/e1vT83Mci4uXbr0oQ998PTp0/fff3+/3y8UirpuUEoVUJRQpRSEkHMex6Ftmhtra0ka5SzrzDunbz969Ny5d2Zmp3Ya7UKxEkTs3bMXDxy8TSFsufnd3dazzz57773337x+62c/9vGVldVbizcnJqqc88OHD585c0bTNMbY448/Xq14X/zi5x9+6IHvfe/5/58m+AC27DwIBP2H8598zj03v5z6vX79Ore6JXUrIcmWFSxbhjHZO4YhTg14WRjC4MULngKmmFlqa6oGpmAHsAnGAdmSg5KVZUktdQ4v5/fufTenk8/5wwpt+fu+8IXP1xvVv/6rv3rssY8t3brxo5/6iXq98957l+bnDysqPn3mWLdeHXTd7gB88ztv7jV8xSk0eh0muCprpmlWq1UAgOM4ruumadof9GRZsk0TCF7M5yxTb9QPdrd3Ds8feenVV8CHbrzyEkIIY4w+ABEF5K2Ll9uNAxb33UG7qBop8Ozxu2Q7H/uNndX399auIJEcHZ/JZDKpoyZd/9C5J/jgoH7jEuz0rHxeZCNk5QJQBDJMqZymdHnlRqGk33l8YWHh+MsvvhJH6Z3nz19ear9+ZSeC3vbGvi2lnziisd7O43fNlofkt7YHb24ku82+12/yFBFChBCMMUwYIURRlCiK0oQzihAiacy5AKkEIASEEEM3BMa6LJdM86G77/rIPfdjSpEse6GvGoaaKYUx3KnWWr36a699/8EH7o/i4LnnvuN5A82x46TfajWOHjkDaAhBurmzNQh8iDEhVuCnjGHBJEP2D01P9ftepVLHigCKnHXmBh6MEqpL6ePnx47MZBuD9NWLt5rNjowlU9UQIr0kTeLYMA0IEeWcCBfDxI0lL06IzBgTjAohQM4GgkuBD6JAGBhzwRt9N2BCV7WFYvn45MhP/NjjEQ+Wq1zNjVOkIkE15h4pKk2P12hOhZTKOIpjz/PCMNzfWmTMD6nX89ucU8/z49TLOkXAtQyhD547fbC9lyuMvfXGO0/9m5/+7tu39jv+fqVKEyBzMTdNHRWePzS9snUwmlUdiX7/xu5aL3KG9BSxrb0DgxiapnXaAyKpuZyepv04jvO5POciDbjveSlNCZEllcRxxOJElkgum4OyHARumka6oQ4Vho+feMDJzlCGGRQqTp948Axg7tXFlV5cBgAKISCEQAAIOQDcDwbXblxrdjue5w0PDyuK7Gjx8uriysaSaiiagiUowjSBEpYkJY0kCEVKo5SmjKaWrRBJ7nYSwVWAYRRFhBCE0FipeP7ESR4GRJf/6H88DX7oj3//C6+9/up+dW9sajxfzGtENXUDY1woFNrttiTBQb8rSdLGxkatVhsaHjpx+mTopZZhE4Qw4g+dWsjlcgwCQBDHCAsYeG7GsjAUCHKABIWg2g4u3dzZbUbF4alsNhcmtDdwMVEExABSjCAUgosPAFOTchkjY6g525Agqx3Umt0+ErzVqCWhH/guCzqSrERJury6NjIyurO/d+jQoUqlbjnZfL7gh8n8kflWq2HZumFoe3t7p07effGdV5589MHq9m7kxidPHK232vnhsb1af3n9oNWtqJrse7EsYysjQwiWb2/6vq/rOqW02WxIMAEAFItF70PdbksALv0rUijkM5ZtmdbnfuM3H37kMQCRAAD+9q/9wosvvZCm6ezszD333n327JkkSUzN0mVd01RNV4LAT9Oo/YFOs3XQ3NjY6PV61Wp1ZGTkiSeeqFQqZ+++c7WyM1oenhydtHTz1TfeuHrjVqvXFWpmMAhb7cDzEyaApEhEQZQlgkpBEKiqCiHkH+r1epIQoyPDgjLDMERKoQAQQgljAWVKE4gE50wICqCAEGIJ66ahyoqgTHBGk0SukD8NAAAgAElEQVRVFM4Y0Q2EAYZIsNTQVFNXIRBCUAGFLMuEyL4fYIy73e7BwQFTypRxXdfjODZNs9vtKorCaSIjWigUEEJCiCiKms0mIURmHEERhP3jJ46cO3fuT//kv9IUIoQzploqWb/8Sz89NVFsH9T7bW90aAqqgEGqfyhJkkwm0+l00jSVZW0wGPR6Pcdx1tfXR0ZGrl27dujQ7NLi8h133NHpdDRNGx8fb7Vbp06e8kJPliRT1xEG4WCg6orb66VxkKZRtdaUZH1jZ//6rdWhsUnOkeHYG+tbr7322pkzZ69dvf6Lv/jLt28vrawszxwagxCePHny8uXLAIAwDM+ePYugeP+9i5Pjo3u7W3/whd9bWb799De+fsfZ08u3l/73z/3W7VurFy9eKhbzmiY99PB9rYNtnoJaK33++5evLm7lxsZ2D/YVXVGI8YH9/X3btmVZ9n0/iqL+oGtauqUbnKXlYoEQvLa82Gm3J8ZnLt24Bj708rPPIoQwxgghgHCS0p3t/f4ggICLNPA6Xgy6xbGTqu5oMvd6u/X9lcGgNZ4pT4xM7AcNr7o3fvikbUj9elMRmqU7lfZthkFxdGFzb21+9szqxubmzt5+rSGwGB0dW1/fFhwVcwWIi4EgFLT3t2qMRWXcTyk7Op49XHLaQiy26mGU8CAJI58QIoSglCIEsYQRQozSJGFASABgwSEXECgSZYwQSZZloMiWrP7IsZPjhfzRI/MwYQLBiKaypqq2TYESxIIK2mo1aAoIwRKBN29d74fNwaCGJVQqjDcqlaFyfmVz2Y88gNCRI+cuX7qRsYu+G8fB9tk77qjXuv1eGNBoev5I9cDr9v2IhhLC5+ftogW2D1wkZ4fKQ4NON5fJ7lUPlqoHhioXsrZjmRsHPZH2OPX7PoppouscCMGFwAgqJIkiSiTTG6QnCvb4UPm9xc3dns+hdOHoQk6h9955ptntxqQ0fezOFMpIUJn7h3Jy02cHLKcBmkJWrVYRRkQiN2++0+sdeH47TgaarnkB5SIyTBNwBTJ2Yuaw33aRrHoD/9y5B966uVnvBfWDSpommJGM1e81uo+cOtL100NlO6eKV2/v3G4cyAbVHVXVDB1TxkHfTaNExBGVAAAQqIoKIUCcxXHMhYAQCAChALZpIS4MwzQdBwjWaNUBoBCS8clTJ08+KKDMgJBh8rH7jkHhL21st/wCAPADAAAoIIBcABoE7vWb11u9rud5w8PDQ+WyxsN3Lr5DDDAI2sGgkXcyqWDdwUA3Tcg1zlPP66c0ARBnc1YYJW6PC6ECDMMwRB+A8NT87MlDs8z3sS794V88C37oT774Zy99/7nq/trC/Fi5lHnj9ZvZ7JBlWbZtO45TLhcQYoPBYHd3V9f18cmJ9qDXbXiV7Wrkd+bnxn7u0z86Oj4RUAgUDRAN0iB2e46tS4ARyDGATMibB93XLi/JuVErP2SqGuXgoN4UCAuIOQRAUA0LWyNZS8OyIn8Acb9b215balT2TBVDRGqtTrE87IeRO2jv7O7PHTl+7fZSvlSuV7bmD8/u7u6X80P5XCFI2fTc3I0b1wVIjx8/trm5du7Oc6+//NwTjzx8++ptt+0fu/9H/uEf/+axxx7WVLO62x1EsawZnIN8wUE4ajZq1Z1WGIbZbHZ6elpR5LXl64PBAELY7/c7nQ4TXAAhSZKmaY7j6IpCEPyd//T5jz76BIBIAABf/d43cznH891G4yCMAkkCAIpOq3tQab7x5utC8F/91V9eOHqkXj/IF7KGrCGEFEUJwzCKok6ns7u7KxC4unTT6/R1SZ2emIGSDBX1yPHjta7/1a9/M01gtdZhHAjIp2Yn6/UDz01t29Y0jXMuSVIURWmaApoSjHVV44xJAAIuEEIYoURgIQQAXAgmEYwQQAhyQZEEJUwszVBlBQFk6jrnvOm18tksANw0NE1RVFnqtttIEmka01RQCjTF5Bz1ui6EsO2Ftm33ej3DMKIoYowZhpEmUcYkIyMjURTlcrkkSRhjaZp63YCxRNcVO6Ovra29/97VTCZfLJRVgm1TfPbfPnVsYXJjeeXZb3xHAtqZe08PjZWiKErTtFAo2Lat6zqEEAM5TVPTNCmlEMI0TRljGJP19Y1CoXDz5k3btgkhr7766i/8wi984Yv/12/+xm/s7exAJO46c3pvb2dqYoJIUJaRpOgJx5Va+8bSxsraNsTEzhm7e7vraxuOU+h0ug8/9JGrV69vbKyPjo5gjE+dOnXx4kWMMWPs7NmzUZheu3p1eKjQrld/9md+vFrZPqjuTYyObmxsP/XJH1u8vba1tZPLZXN566MffXBv6ybkaL8Wffu5i0ubNaOY22/sZQs2S4gQot/vF4vFMAwppXEcB6GXyzsqIQjxoVJRwqjXaQW+n9Fzz7/+CvjQV//paxhhhBDGWGBIP5BQziCWJARov9kLaY/LBQVLKhGFjB55nf3qTqfaOTw9BFR9e/WybumaShIKj568YEjm2z94XrfkKIpkWSoXp9a3K81edOnacjuIDCfT7Q8EAFnLyWkly3Yo7O5v3OzzSKLIZ9ZoMTNjZzIG3+vfGkQ+DDBIAgooFzSlFAkVAIgwQAgJAVIqGBOKrEGEfSAkCUHIJQw13Xjs3gfvXziVegHHSHCAEOEQCsAZjAHWnMJICkFCBWdIAAYhCENvY+Nip1sPgsDJ5BWoaqpSbVU45AllHOBGvadr2f4g3G7VZVXvdVyMZEmgolOSVaPndsLEA0gxQU9HTLfLTt7OGEQlpN9zt6sHB/2WInNVErqmdBOqqsCyQGcQD7qprWhRFGMEdEPhspAkgjhSsPzT5y8cnxjb64cbLa/R7kxOTBIeZhzbDynDBlJtBiQgmEgCmfmCmEr5kARYGsYra7cZS4aHRxrN3es33+v366qKZEXtdv00DUzLQlAGIjdo8djlEMVCxE62BA0bErleryTMR0zBwOURzWYsybALFjEQ9bm8V92JeE01maEqjgEFwqlQIoZjH7BQfABjrGsq5HGSxEIIAACEmCbp7KHZcra8srQ+PX84n8+lNGm324JoilocGzsCkMQERyIeL5lCRO3+QNPGAEAQYgCg+ADkXKS+P7h+81q73wm8YLg8XC6WeeRHsZsKf317hSV9VeID31U0nXKAhCQEQ5JIkhAKJMk4iBPfQ2EMZU11TLPg5DCAw4VsOWNHvktU6Q//5/fAD/3mH/zRm6+8lLOwRP3TR+ee/vabupGP4pgQ4nueaZt2xikUS/VayzKdZrPph4PJsdHZ6Yli3kIwPjt/dGx4hHHOGCeESJC6vq9ns6pleF5blRBkuN1yay2PykYMJUx0JlC92XODGCKiG9gydVvTTEWVIKRxr9Xc3dvZ3lxfw1DUa7VjR46puhFE0cbOjmZbyFC3trePzM9fev/SyMhQdW//+NFjg/7A1gxTNyHGuWJxeXk5CLyTp06+d/HdJz7+yLeffeZTT31iY21jdWXtI0984h/+4R+e/OSTqmpU9utxykzbdjLZIPAazQNDkhv79QRhLCtApGnshkHX930AQBTFjHMBYZykEpbzubKum5KEJAn9h1/79aee+hRECAAAP/sTTyGExsZGpqbH8oWMZZmKSmjKGYONRr3ZbGRzTi5nU5o0m03HyJSHhl54/vn77rsvm80SQoQQpm2miLIoTbxYMLS5tXtrZTVXKvVi/s7FS9VKJ6GAA2jaBiKo1+sArli2BSEUQkAIJUnCGNMozFiWoWoYIcE4QVgIkSZJAmRVlcMwAFBQmjBOGUsQAopKaMoIkizdVGUlihLAuFqQHTvDkrhYzMsS4mlKZAwA5yINw6TXCwbdOAwogipjAhChqmqSJBhj13Xz+VwcRZRGs9OjEELGGEKo0+mYppl1nNDlURyNjhXXN5avX7/ue7GimJbhsCQYH3c+85mPnzwy0axWvvLlbxzstsoz5ZNnTxQKhTfeeANj/OCDPxIEoeM4mqI1my1ZJtPTM5qmEkKSOOYCKbKWJAnnXAgBAOh1u6qmXbz83rGFhVs3rgvAD09P/+DtN++791633zk0M+EGsWrkel58a2XTjzjlAMlpmlLOBU1Zr+eWy0ONerPb7WEsmabpOM6VK1c450EQXLhwod8Nbt2+XSpk3V7zJz/9qXfffSONg3Ixf1BtPfzQx65evZnEVFWVfDGzsDC3u3E1jpMgMpbW2i03DQBtuc1i2Ukj0ul0JEkql8tBEERR1O/3/cDN5TJICF1X8rksBPzq5fdnpqanx2f/4V++Bj705f/1ZYQQhBAAwTGSZSIopVGCJcwxwOEApAwQi0pAlWVD0VQsQ8SBgJcu/g1mY0IJVaNAAw9DPDw9b5t4Y3kXIra8dvnsifsTmgzCdH2/dmtlI46BZRn9fhdD2cyNlmxTx6jLpMr21SAVQEAahyPlfCGbGSeoF1QWO5XQDRBMBUCAYygwimIAKUccE4Cw7AcUAKiqikTkGCBNJdmMKkE6WRr/pR//LIpFs9mLAOeAAq5BgSFMmRAc40x5hGLCBBQCgQ+labS0+DIEcDBwO912yRkKApdBRlTLzhSL5Zznp1u7jZ292o3VHcsy48BFQCAAc/m8Zij9fieKfIwgEgBzmM1kc3nbMSRDkSgkt9e3KvU13RQIMtvOJZQDICuGGyep2wMSxjQUEgSywkEGRH6Y00wdSr/2U587VCx7KcNWZn97sxtCKlgsKBU8EZBxwTkXAgCAhMCyTPLFvBCAB+nbF18kCucMuIE/8DsIs16/hSHiifA8X5ZlTdMQVvzErtQjQBMosOkUrYwmybB6UI0ZhYwrGPIkNI2SZVoZU1ElLEvy/v5Wn23qpp/VCFZQmHIGlRQQHgEeppRSxrllmDzlgjMIBZGxEMD3vVPHz9537tFmzVNMHSEMgcQ5TGDKOIACcw45YAJyAAAHghA5Z2YBgAhhACAFnAPOeRqE7uLSzV6vHXhxuThaLJTq9frA63OetDu1JGqrasxFDAERnEgigkjIMgKQJ3GEJZEyEMeKbuTjJCpYzki+WHByEAsBeKfTaLbqf//iOvihL37xjy5dfNcyNE1Gm2srHZcNjUwurSzRhKZpOjk15frB0NCo5wZD5ZETJ05NTY7omgRFEridnZ31EzOzM5OTCDCaRIhzhaCICcl2zGKu06kBGslQ0okBhRJCPEioF3EBcKcf9N3ItBxD5gRDXZW9fndvZ2d7c6nVqiZJ4rruxMTEwUF9bHiy1e1MTE/dXl4yLUsifHVt/dQdZ2/eWswXS/WDaiGXswyTACQYmzs8NzYxsbm52el0SqXSxYvvPvHxjz333HOf/OQn6/V6v9+fmZn7yj9/9SOPPAYludlqE5nkc7l6ve55HiFERrjf6ta7LoCg5GgZFdO43Wx1+iE9aHYBJqouZ3M5BAlNhaoaAggO+M///M//3M/9HEIIAAB/+7d+pdmoB34QBW4YeBnLuuf83algXELD5YmcUzQ1w9Q1lvoDt9sJE0M3rly5NFQqlIuFXNY52N8bHhvtBq6uaKZm6ZpRa7Zee/ttN4k4h/X24OrtTcoVIGmqrCZ+mIZBMZslhAghOOcCCAQRYwxCPD09lctl3F5flqA3cAmGjKVYVj7Q6XTSNDVNkxCCEIrDMInCwWBACJFl2bLMMIxUVS0YZhzHhWJeliUIRRT5lKWKImOMKeNekO5XahArhCiMA03iYSyIasZpgkE0Par7rTXTJubwtBgogmV6Cej5g6zExhWc5rSu609OzP7Lv3zzoF49euywYcoShqkrFBzdd/7Y9HjJ88JLlxcXl3e9KDh95tTU1NS3vvWtbDY7Pj6u6zrGeGZ+NJ8tvfC9l8+eumO4nLcMZFt44IXtvu9k/pVECBBCkiTGOZNwEAQI4TAMoijq9XqyLG9ubGQsa69aHZ+YbnX6tWZ7eHyCUk4kI00phNA0zTRNkyShlEII4jhgjEEIm81mGIZJkszOzjYOWpX9PQA5wuzRxx5+6fvPYQxM0/Dr/KOPPvH9199yPc+29ZFydm56bHNnW1KtIAAraxUo6412N6Kx4zhxFAVBoCiKaZqe51FKO50OZGK0NISQyOYdRcedbvPmretHjh7JDQ1985++CT70B7//G1iS4jgOgyCIk2KhXMoXC5mCJMkMwcryNSnoFExZ1pVM1u73uhAw1VBWl9bO3y0uv12nGGrScM7JUCxR1WFQGMi8cuktxUAjoycPHZ1aWt0QkpowmJVR0ezrYB/QeHFXnLnzqCL2t/p2u0pkGrJkmSBuKaciYEeDXo+GPnWX37uykQQOQhkJEwwEVIbGR700PmjVmYBRyBljhBCMcU5Xso41PlJgqWfpxZ/5yX+XDtKN9VUOU9UwFCXHAQwTLw0xFzg/PARlmUIUccgYE0JAKCrblwduu1rdt8zs5uaaAIlq6oZZsu3Rs2fvaXfdqzcWd/YPbq4s27YVBx4CDCNULJU0Te72WmkaEyAg4BIEI6XSxOhIOWOUsoZu2Iub2y+9/bKkgDBOFSUTpAGGWi4HMSCtbkRRxCKgSrhQNFteQ4NSwXY45//+0784NnqEpZGuoLVKs+v2kiRNYka58CGhnDPOAQAUCYqFKimlXDH0w9XFyzu7t3QTpylrdhuKamCkDAZ9IXjGsIPAi6IAYWjpeizhnXocDfIQkExOs42MhGC9ti8SCGBMCIAcZizZNgxTNRWCFAnv7O9RrSOwq0uYyZALiADBSAEMRkGYpjSlKQSQcSwrWFExRNRwlNgL7pi/cGj6fBjIUDDBkRCYc5BCygWFAHOmMCg4ohggKIBMiG4bAHKIOAQccASAECKN43B1dWUw8Fw/KA6PZAu5+n611+0mSdxqN6KgnctJQdS1TCsOmYEoYwmREYA8ZgwCpkkyYXrOKmGME878OPTDYGSoHAZep9ukLP72xS74of/7//zd115/g3KMZQXJSsKB74cSkQAArus6Tnbm0NzCwlFN1SwrI4TASOzvboXewO23Q9+dGhk6cXxBxkiWEAZcwsCPEzmTJ4ZOY1fQCAOgQUVCSi+IAs4EVkwrwwBxvVhAgpOo323sbK3sbC036vt9LxqfPuwHQa/XZYyVS0MI4Gq9fuzk8feuXs7n8/NFa3uvmi2Pre3WhCR32genTx0XlEVeUC4WiSyPTYwnSYIxzuVyjUZ9aLi8vb09NDRUr9fX1tbOnDnz9W/8y6OPfxzJahjFEMBms+H7PkJI0zTd0G8vLnc7bsEyZ0vZ8bzRbWzdXt3kaqYxSNyEY0wty5RlBUI0VB7J5LKLKyu/8iu/8tnPfhYhBACA3/yXL02Oj/u+F/m+5/WbtQPT0JfWVxbXVt1+BIWkSUq5XPzIQ/fWanvYypVLpXw+qykEcq6ppFGrJYxuVnYlgNyu22l3T549d+nGjUa/e/bsXfXW4J+e/i7jKpA0TrkkoASEpippmiKEMMZpmsqyLISAAmadjJOxbMtWJIgAJBhyTsMkJYR4nhfHMefcMAz9A6qsyiQIAgAEpSxJkjRNkiRFceoHrmEYqkZ0TYNYqIoMERJcpJSvb+72+l6xNAKghLCkkjSlUNHt/qBvaiCjxhNldX7GSfzVNFQGzNwMQEcoNMZThdF00LUNOwnYV7/69cnxieHhguMYWcfSZAdyL+xXdBnqmh5GsN2L24Pu1NRkuVx++umn4zgGACCENE07dvrw5NjM3/6/f3fm1OmcYxsaLBUzYzOzt1e3ojBcWFhwHEcipJDPdzqdgdfP5XKWbdE05UIgiCilSRyHUeB6YRBGzXY3TGguXwzjWML65ubWB1RVLZXLRxcWKtWqTCRFkQghnHMsSRLGSZLESZKGNArDfr+LMD98ZObKlYtj48OtVot24ak7737++69CScKIjw/n52cm9g8OJNXsduOV9WrMYLXetLK2JEkIwn6/b9u2pmm+70dR1Ov1JIBK2bxhKlESForOQa2yvb22cHyhVBj+2te+BT701Cce4Fz4vkcpZTy1TWt8eOqBex7SVYsD9Parz2egO1eUbdZSZG5njdJovtJsf+s7N/7jb03fujzoesGgzbBAkmbsd9KKl+qSltX9k+eP2MMnD585HUe4sut6riC91mxplfAXFId+6SvtRx+cHM3tR9l5n5aVdFulDdrJ8uQJF5Y9IF68duVTH7/v+//t/7m0FR4rSbPjYHhGaeC7gFFa2tmu9bur67u6mpFlwhjjjE2U89PTY+MjBd9t8RA9/thPUYq69R1/UBVQ6XmcGCZDqYDywPUMS9MMVdUzXgI2NjZc15WwlDPsvf1FhMHo8OE3f/CqH3VLI2MQZc6de1hVnIHnLa+t1tvtVreXcezYcwVLTNMcHh5O0mi/sgMFUxHQVElTYClnz0zNFm1NFRFNks1K5c1r7+7Vq0Cy+i7gOCVInp0yLVXd3GmniLEIqgQZOmY0HDEy2YzTScJP3nOB5I9rcTcP/J4xwemg70duQhHRJLvAAWy1Wt1ulwsmq6ok64aZi5N0+eYP+m6l0dwVAAlIioUpyyzuVzd8v52zip7fFSLhIgGUcAnLuhX0qEqUfKE4O37Y71f3dm9ImGKF5YvlqcnTjInqTlsShiwJReZL68uB3PfTgYLlkFKNyLasFUzH8+K+F8ZxYhh6tdYQxMQSlxXqZPUIRTBIHzj1kJOfd2MFAcgZ5AxyDrkUQzKQFYaRFnECJYlHCWJCI3IquG5YjHIIMAQEQAGgSNNodXWlXm8CTmemJ4dKhd39/cHAD8P4oHqQxG4hRyAJOadAYJCkvu+ZlgYRR1A1NFJwbMTlOOSdXm+/UQtowoAwZVmRJS4SxtLnLgfgh/74//j17zz3AiQaRwqUlWyxlCRJ6UPj4+Mjw2OqonHOtrc3NU0duD2374a+S6PY0vVSsTgykk2S0DY0BLiuypynfpyY+bIsK4hHGFDBqQllDFDEKFRkDgBEhCjGwEs2Nnd31lYq+zuVvY1cVvf6bUqs0emjlLF6vd5utWZmDmGMN7Y2T5w+den61UKhcKyQ2T+oC6J3/Bgrxu7++p3n7siYlkiZhFCn183l857ndTqdsbGx995776mnnlpcXDx+/Liu667r5vLO7cWl6UNzMRMHB/V6ow4BoJRqmlYsFnuD/q1bS6EfDdmm6NUeuXAHkcT3XnpVzpRcigcx4zQ1TR1hIEn4wQcfQIr2zW9/93Of+9xnPvMZhBAAAP7lf//T119/jVE6VCqOjw5duPsuzlgiqGpbLBaeGw+6/fpB5ejCoeef+/ZWrRWnqUqkQj7r2Na95+8WgnEgnHLRlDUZy0CgfhB8/dlna9320eMnY4qe/t7Lc4dP3Vhcj/zQVDSCEIIipRQIwTmnlBJCEEJplGYylmloCEBdlXVVlSWkKAQR+f+HMY6iiDEGIUSAyQRijHVdRwhpmhpFsRACUQoAT5LY813GqOf3heAsZQQrlu3EKQ9jJoDEGFA1ndEekuQkYSyNs7YyM5GN3MpH7j08JK9IshHpzgqVKqjQ8S2cOunyooXV57/3UrfePX70RNExs46pKCSgQCOiYBFblxjncQIYVBjnjFEAwMHBQRzH7Xbb933O+eGFQ0Pl4b/7278bKpaFYBIWtq3dcf7+H7x/Y2dnZ3R0NJPJqKp64uSJ8bHx1155HiJ07uw5WSaKosqyzDjb393Vdc0wTMYBAyBM4sCPKaMcaou3F2/dumXbdqlUuvv8+VdefjmlKUJ8ZmaGELK7u0sIKZfL+XwBcywrRCbED3pJGmIJzM3NrK2uBs1INe39RjtMEpqG48P5vK3t7lfMTL7Z9JdW9/p+0ur2h0aHBRAQgMFgMDQ0xDmP49jzvH6/r8lyOZuXJKgbqmHIvX57MGhrmpbV7KdffAV86MknHvA8z/d9IhEAAoVgS8s9/tFPjg1PCIBeeOl54dfmy0SNW6oCzYJWnhmSM8MvvrXxE5/O8HD0xVffyGa0jds7KiYUOtv723klvfO4M3Ysk+ij5vBRFmYkOkYDu9JtwPD7jnwrVazvfHf7rolcUTsgh8d8RdZlRw9iyctZ+UepLzW6g79/9YWfevR479v/nGaz2mCQdyRr1AyyZ5Bd/v4777qcN7teKT8cx5Hv+xKRVEu/++6zhgJZ6qN+8uB9H0+4jOK2COutXvjqD64cPnNmbGZEzile0JdlKHisKjYH2jvvvNPt9lRZP1iP5hdGbty4PFw+sraxylAyNDo1MnLMssqMUyZYCtggcJMEASEwYJBTBBGRSa1ejeNAlrElAV0jeUcZnxiKORrNZ9zKmu3Y/X53v7Xz/Otv9EOp4+KYRQuzM3eeyUrCq+7Fkuxsru312q0L5+ZPOxFp9XVNi23Vi+m2dLR+851PXzj8zcutmdHs6MJCbv4Y1EyZOEmcyqo66HTCTl9D2oEbrVfbKYTd6urq+lUvaFPKTXN04ci9YZBeu/kKloKMXjRtWVZErbGnyiCKeCmHP3pvfny0YJmHYcwHzVsM7GRHOCBct0Zlaa5WHX/puTVF5AwNj4waxbHcrcrtNy+/02n0snb29NyRgqyfmz967fb6e9dXOOdHjx17/fW3tNzY+ERxdDxTa23f2twU/fD+Y3cBNe9jkwvCmYhjCji4Y2Zp5lCkZzzOAdZLzvDMoFJ3a02Enf/6N1uPPfpUu5UKqlBIBAK2bYyMlkYnhv/8z//bwuTE3HA5rxvqUJYo+vZW5dlnnzt+ZM519wF0UxpirGzttvzAzWYtImMHOSMjxZ7fWd7YihkexGEYhHGaqoosC6DrcpJEHLCXribgh77wO7/zwosveUGoaPrI6PjUzPyhucP5fJ4QgjFmqQi9oNVu9AedOPbDMMQQjY+OjQ2NlvJFwTjW00atelDZTcPANPRczpJ1sx+kvucfmRrL500gGPAjSFnfHSQ8lVRpZ7eSMlhv9je39qhIG7UDx7bKhTxLUl9I6/v1rJMlMtnd3Q+Ds2MAACAASURBVJ2bm8MIrm9unDl39vK1q8Vi0UQwTVLDsnZ398cnJpfXVw7PzzuWXatUBWXloaGxifGlpSXGWLlcfvfdi088/uTT33z6Iw8/3Gq1VtfWP/HJx1586aWHPvqxhInt7d0oimSZ6LqeyWRarRZP6f52lQsuQ8rd6kMXzrb6Qavbx4qeMNj3/JHhGS646/VtW8/nM/XuYGVz5/Of//yTTz4JIQQAwG9//Us7ezuDXr9erQS+m8vYTsbmCKztbOWz5VJhtJwvOBmrWLCjyAO6FQZRGHrddqtVr83OTFX29i5duyKbesawNUlxsvnDR49eXVqqtpoMoJCCjf2WROzt/UYSJhnDBJQSRUIIJUkChEAICSEYYzxh+VzOtnSapBhyBCCniaYpVACMsa7rkiRxzjHGmqZxGqqKZJoGxhgAEAQBxhghpBKJEPwBADkQPIyDIPDcnicBoumG68VRwgEimmZQJgQayLLSqrcsXVMwGxm2W/XtvIVyyiCXNaScEZeLnj0qabM6GI5Wr/Vq9a9/9VlHd2bGp0u5rG0qaZoIw4Is1DFzDFUI0Or2KcREIhCANE0hhIyxNE1VVRVCKDrBCLearSAIojhyB31NVQ4dv+PdK7cr1QpnHADgeu7c7NxHH/noX//ln2uaNj09rWt6JpOZmZkuFouvvfqaJEn5QgEClKQJROjw4XnBOcP65UtX3nzzDVmWZ+fmHnvssaeffrpWOzAM9fz5CxCCy1euDPqDsfGx8+fPry+vBZ7PGD12fN7OWJ1Oi8iSTCQNyFRAIGsQY85igiiL3GarreqZSqVbqfW7buRHiWbplFLOWBzH4+Pjrusyxvr9vuu6tqHnMhmZ4JxjQUiXFm8YunznuTtnymO/+Sd/Bj701BP3DgaDOIrTNNVUFYLU1NQH73ns+LE7IxC+/drLRto6WlIU1s0aSNOEkrG0odm/e+3Gb312IWZhe2vt7XcaNX8o4x1kxodWDmr/28dUXbTtuZixBWnufhrk3fpCry1tVZcnst+fyWwFkf6Vbyzdd9aesiM+mg0kZmUO81t+QsZg/mOdDjrYvPK96yv/8bd/irzzP7xu7uatSnZiMHJoqptM7/aCtXp9t17v+QxDVWY+kuRQYNWSAaFDJTtD0Jmpk/eceQhTKfX6Ydhue+7zb1ydPLYwfShPMnov7Dm2GrZajuUMEnFjaVXBcHZs+Pa1ytyh+Xqjdu3W+4O+PzR2ZPrIWdsoAMYpF1TwKE38KBACCC4gBBghjAGnUbVaBRCosmQrIIbaiQl99sRUB+KTJLOzfyszm5NuLlaS1pdfu5ikacMzvc4gl8lPTztnzyqslfdbwY4b7Ve7n/vx46pbz71/RbKwt3Co5ot1eG7x2hu/+tTJf/rW+vEx5fipw9l7fpLpBmLYC2PDNuJ+vba6kkTaep1tVtq+31q79XIQumkaQihyQ8PDw6d3dtdrzRWNqKZKkJ6HWO416gqEjPt3ndI/9YAGLGTAfMedsPyrLNOyp7iMOBQ2g+Nb2yfeeLFiwLyuouNHh/IFXEnCr3332U69UTCzTx05yX3llJF7pb/IJev1Szcn77z71ts3Dk2Nzpj5u+479dzSy5dvvC2D8XsWhoaKpU3fcX0ZJgRwgXB6fOrGAwvrDPW9YFjNJsrIXH/TjXf7LFP6s//l/tiPH1vaPoTSUAKCI2GYZObQxNGT83/8B3964dDCxChKJXlkcpgohWuLu1//1rfvv3BHs7JOY1dCdOB5G3U3CRqHxoczenZhYgJjtLy3+/7tRSvnJEnS7nlxkkIsmQpEEHDOZZl8950++KEv/uf/8tZbPzh69Nj42NjY6DhRdQFgGIadTsfzvMALQs/zfU9SUC6fHf3A0Fg24wDKo8CHANo5JQi8Qa8b+h6CoN9tWLYlICGyLJI4iQOC6KCxD3mq6c5utS7ScHl1q9n1ASbDI0PY0rqNDpGNXuiVTVvRzRura6VSKU2TavXg6MIRRtOdvb0Tp07s7e1LMtFVPQqCkeGhpcXbYyMjt1dXT58+HfshgtCxMgCDQ/PzS4trpmmpGtnd3Ty2cPKfv/KPH/3IR2oH1c2Njcc+/tiXvvz3T/3ov1F0s3JQi8LAcbKSarTbbU4pgbjX6Doa2ly9YVmqk8uevvsuw7Quv3+l0+7qqj46Nu0FQbfXMTOWpqnNdr/WaP/e7//eE08+CSEEAMBnvvI3q+urtmFqKtFkggAgBHuRv7G/l4bcd2Oe0O2tjU88+bF6vSJn8nYmQ9PYsUzL0B3LTJPIDYN+6Cd+6PZc3w/njizcWF1d3FhTTBvK+m6tv7vf9mOuECVr2iyOkYxpmoZRJGEsSRLnHCJIg0RT5HzOAVzIEiRYwlBwTgGWwIeEEAAASZIIIZpCFBlBCE3TsiwTQkQ/kKZRGDCeSBKJoiAIvTD0JQnrimYqOkS42/chkq1MnhCFMs5J1K43EBOSYIKGOceQZSFpOsV5C8Ys6YAsSTSNSNmCOqSBLk3i7337ZSzUcmmolM9jDARgXNMMWdIxMGQpisK+53OIFVkGguMf8jwvTVMhBJYgpRQTjBAiRJYVjVLRC9lOrdPtdjjnaUr7/V65XL777vN//7d/mcnYSZJABAUXQ0PlkydPvfLKK7Is53JZmUhpnJTLpfMXzksIUcl66+0fXL1ylchkZnrm/vvvf+aZZ+qNmmFo58+f55y/8847URjOzs2dO3fuxtVrYRDUDmr3339voZh/9dVXkzTKZpzTRw7b+dLWftWwbVOXcxkt9rrtVkc3nKWlnWp9UG8PsKzqtpEkCU1ThND4+PhgMIjjuN1uB0GQtS3b1FSFlPJO5A2uXX1/bLh04cKFufGpX/r8H4EPfebHP95oNAAAQog0DblIMqZx95l77jp7T5rSxWtXoFedNFlG8lXoFxwCVRLL2b968cof/vrZNG2hTmWng968yUcY3ekyc8z8lSdY/2A/u5CEvbI8NgqU493eg5Vmdm3t6qzz3WljlYLhr3x38/EHrQnsQyc/iCKGbX85wMMfkUafrNb77cr1l1e2fvc/fYa/9cXe8mBvXzJH3fk779xcN2sJ2O11BoOw59NByvOOiSVlENHjp05rjl4qZRRGSZAcGpmVhTJo1uOgLSnS2zc3Ttx1R85irYHLNB0o+rVL12Ac2YZ96ebSwuHDd91xrNXtbG/XJaTu7a573uDcvY8ApQCYBBmnXKSc9X0v5QwAIbhACGGMJSy8QafdbkuSJMsEyxLG+oVxVCyIgaodzw3t794szmS671+mef1as9nr9N5fCu8tsuvb/TorLhwV4QHoVgZmTlIY+w8fK8XtvrW4FZmycv/5TjtdS04tX37t3z48/aXvbE3P60cPlace/iwyzBRobkx1VaP95s7ScpQay1V/t9k4qK7ubVwHUFAaKapEgTQ/e/9Bbafd32IxkCAnhoFAODFsqHJzdu4oYmJhqiTZjpZG26yIupdnTk7sr76XBq4sl8cO/cjqEl5fGmjQMkn60D3zFLQPJLp6c6V9eWOL0YdHp7wWvCNXfjdcLepDLpJfWV8TAf+ZRx4ZImYCvIv1K7WwWqng+2bzc/nSflA4oFJK1ThlEqJzuav3z66v7fayxUcx6tBcqdukaSPQJoa+/r3Nk8fTtv8gFBxzwCFXFDA8WrQyxpf/+m8WRjOTs+OXbnFmyILBZrXebuzedeZQ0K+VChnIo7X1tWZIBQ/HSoVT8yeKmp4Idmtr8/1bt7FCEBA9NwhimjJQzKiCM4QwQuiF9/vgh1565QeV/Zqq6oyJJKYpjbvd9mAw8DwvSRIJwnw2c2hurlAuqoYhEYKFhISQMAz9QaN2kHHMDwRhSNNU13VFYpoiuZ7PuVBULY3jVmV7Y+ndRqM6dehk5cD12vtuyK/dXMuXC3OHp1yaFrT8rbXtm5WNB44tZC3rrcuXx8fHIYS1Wu3I/DxBqNlsqqrKGLNtm3Ner9fHx8c3NzcPHTq0trE+Oztr66YEUZokoxPDM0cO72zXwzDmItzf3zpy5OTX/vmf7rvnbsCYpsqG7Tzz7LcfffxJVTeb3V4a+pKi79TacZJmdBmydGZ0ZLB7e2ftdoL10qGjn/7ZH91c37px+ZZIhTvwO706hyChXFI0hAlLeRonv/+FP3j8yY8DCAUA8Btf+p9f+9pXWZpymuadTMY2JycnRifHAprqskWwKkGp3WqMjRVXVxb7Ce92u4NeJ44ClZCZmampyfGVtVUtYxWcnK1nFEW1srmL167dWFlmkiQkdXG9EiV4EKS2aUPKMRAcgziKGGeSRAAQCCLGWDQI8o4zVC4ALiQkJIQFS6MogBKBHxJCxHGMENI0DUME2L8iskwIQRASWVZVFQIhAE+ShPGE0nQw6CEMHNN0DCOM4jBmEMlWJp+mLF8otYPOzsbmaC4XD3osDnJ5O1fMxljpoyLpdLMy0B05hCGLwiE7Q9OOrGiBz5ZXdgdemMvn4zQ0bVO1LRlCiyhECEpjQCBWZBmT0PcZY5xzy7KCIPA8zzAMzjlEQjd1KigAkusnYcgiBmMGkiTBGEGIGKMI43w+v7J8EyLkum4Sx4xzXdenJiff+sHbjDEguIShoPT40SMff+JxzlkE9edfeOHKlSuO48zPz1+4cOGZZ54ZuAPL1O4+fz6O43fffTcMw6MLC6dPn37vnXcqlSoA4JFHPpbP55577nnPcwmRPnLvOStbeOa7zwGMR0ZKD9xzTqRBr9MjRL9xY73ViWrtAVE1SSUQQt/zstns8PCwJEnVanV3d5dSWshlVFnKmFohm+k2Dw72d4aLBVWR544e+y9/8bfgQ7/+S/9uMBjIshxFkWJIlCaOlSnnc3ecOkldurO1KcU9JWoWdS6lnfGSigjoJuQfX7/1R79xnvYroLXrY/LuOjZ74c19YZTprz7KvJqbPcr8pqoURaof7YFPV7256zcv3VF+cSGzHbDxLz+/++jD+iEQp9hwXV+xbNSHvPyzA/1MZW+ptX/jjd3m7/z+z5nLf7F5vXHp/ag8i46dPdPYkFaa3YBgC+uqrF3f2lTtLJK1E8dPjs0cm5ydVHUFJMntd94oGo4hma3KXuy1Lct4c3HtxOmjZTXx4pjkp9qxdHNxkQ3ak0Mjr1y8Vh4avuPkApbZ4vre4s2lueFSwqIT5x8MucFTBBlnAvhR6EUhFRwIgTFGCMEPANpt18MwJITIMkG6qRPttNHSeS0sjp4+c7ZaXc4VSX3paiYrdgYHMpSfe9s7lawkKn7mDdkaBu2WyMhDkuhlCf73j0+srjV6V1Z9UxUjo8UR7A7dd+3NFz59V/6bLzcnJvCUIcrzDwdJNIDayPyxscmZdNBZurkaw9JS1T3oNXf3FkEaN1t1AKgkISbA5NhZAeLtvRtxwICIjixM3HV6eH5EJv1rWGBMdChDZDiS3/3bH9Q+dt4+fKYswj3AGYdFoB9562Vzb1tSERlS04/eMx+xNtVhY6Xeenf/aqf96SOna9veieGR58ObGrbGZ+efvvY+QfKvP/6ppO9BlW54a6GZPPPCrQfmChNQW97hcWmoC9WAQkjTSbX66Kkbaqbb7U8a0QHK5usuFYMIFYv//ev9n/nU+O31YzEniCMBBSF8bKJ83/33/MHv/vbCpH3k+PHnXgtTVQGUe+3m7Rtvf+Kx8wRGsiTKBWtx8eZOq+lG8cLM/0cTfAdpet+HYf/+2tOft++7ve/1A3AoBwhgFUiCIs0WixmJVrGkSIkkO5LH43iijKyxNVL+yCSRo4xHM0oU24pCR6NhlcQCgyAJkAQI4A6Hw+Hudvdu+7u7by9P/9WAl8Hnc/aJjfMWMrlW1zfv3ty+hxmmYNJCTJK8EDK0mGUxhJCU6sUbE3jPt/7zS4cHx0Kofn80GcdCZHmRGWNqtdrs7Ozi/BzPM4RxfXrKYOQ4noUtbAxGhhcJRSjjuWVZCCHO+fHxcVh2yxU/yzLfdS1GW/tHrXs72fgEgxlM8lZ3XCpho8i9rb1yvT7J4s6o+/4rz+yddN852fupsxs2xtdu315YWCCEtFqtaqViU6qUmp+fb7fbjuNQStvtdqlUarfbZ86cubu9de7s2cDxep2uEmJxfurCxQ2jCQDyfCsXBQua23fvNBvV9nGr3+sura3/3d9942c+9WlANMpyo8RJuxfnklLaLLs+yT/8xNn9uzctxk7GHLy6soO9+3tplAauH08STdQkjpK0kAYUIswgpOH3//UffOJTnwKMDAD61t/838fHLUbpeNDPkqjf71JC5hfnb9x5J4154JQCL3Bstro6PzvTiIQhlBIEosgkLzzX1krcuHmzF40Nl0hjY+Dhxx4vN5upFJkxcaFf/NH1didSyCKIqKywGeUgtdZCCGMMxtgYo7WGXDGM52anXdu2GSYIM4IQMlxp8548z40xvu9raYwwCGP9LqXMuwAQQtoo27K0UVmWYGyUUlPNetl3GFKTKM65NkAxsYXU1VrjaNCjBgIEKE+rpWBqdkojEFQlNLEHej6cLsDkrIiT9spMpbW5JbkJqzN37h0luXJLQSZzZjOMkc/ssuMzwJxnzCVO4DJEJBdFUSCEMMZSSoyx7/uD7sD2mF9yLdfKCjUccwMOYXaaZ1mWYky00RhhSkmcJJhZxhillBACDDiu43ne/v5BXhR5nholRJauLS8+9ujDlsVy5D//wgvXr10rlUuPPfrYk08++Vd/9VeTybjeqH7oQx+KJtG169e11g89dPnChQuv/PAH/f5ACPmJT3yyUi5/85vPCyEwhk9/7GmF6De/86I2aHa28ewHn9Y8ngwnGNtvvrm5d9iPMxlWa4bAuyzGfN8nhBhjxuNxu91GCFXKgU1hZqoeOrbLkE1Q62CXgHnkpz/0+//mf4UHfu93/wUXXClFMCk1KlpjngnP1o9eOZsMo7ubm0TEFZzVbMtE7Y35AKGiF4uvvbHzP/6zj0SHh3x/lxt0d2S7Se/2Kdgl8xsfgqwtgw0lohJrijiYz8PP3+svvnHn1odWX1qnt3Ny8T883//oBysXA50gSIvcNeAg4JVfG8N8Z+97w8O71wb4t/75b+Qv/fGoq6+/oWfP4UtPXz7ccv7Td1/eGw1WSzNrtbJX8945HFSbM1cuXTp38Up5psFcj2Gy9caPUCZWZpZP9/fyeFiuT7/w9juXL6+vuHKUTYYi2Nzr5sW45Jjm7NL3r91xwuqZlWWm8b2T4/2dO4/M1dxyuH7lfbFwtcBIay7UOI64VgoMGIMegHcZEY37GGNKqec5zKK+Ha6pfVe20ezU8uXVUXun1HCG/f3GjJtkuxY4X/+uqMuDs5XJ1qv1671uz2pYqLa4VLt5a/ef/tLTLNor7uxqCo4y9Fz9mvVw+/b1f/yRtT//D28+dqa0TpMoCozIOoVcfuqZ+SuPSZG8ce0+9i/euD+OhDaQHe1v9wddz7eV4lzGFBpSp9RKlNSURU8/efHjz6zhyX0yvlWMJjzTE4VIiYRC/unf888/G6xdiAKClTTUb+R07fs/Wj8d1ilSZ0rq2Z86H/XbzngSnRbf+s47d0edX7t89XgnOrc092LlWCu2NDX73a1b6yurH994KJ5EdoVAhQuf/19f+tHlBXtJ27t7Gs9MnxJvopnOeYP1P/P4j5cXB6dbtITG7Mz8qJC4Hwmv8q//o/qtL6zf3Lw0Ea5RDJDGRK6uLTz9/if+4L//vSsLC488urjfVvkgiVK00x68fO3VT3z0GQ8LRtTCbG047N3Z375/Mji7cv7q4ornWJnRP7zx5rU7d/zAdYgRGnX6I8KsgDKttVKKMfadGyN4z998+RvXrt0ocp6mhZLaD9ylpYWVlRXXdRFCNqVFnsZJUqpVesNBtVYve2VR5KHvbW/eXl9dIbYjpDRg3qWVEiC1kg5DpcDJ4vj227d2t3awyI2W/VF8d39vZmXmdP9optIo15s/unYDM/Hs1Q9u7h7dONj64EOXQse91zqqVquMsZ2dnVIYLszOIoSCIDg8PMQY5w9sbGzs7u42m807m3cfeeSRIskUFzPT09Gws7oyy3nOBXddv9MbzJ156Mb1Nz7+0WeTydjzXGrZt+9sLq2uc6Xv7e4Pel3ATBjk27QZsDKdfPJ9Z0bjeJLpG5snkSCjwpIFR1onUSSFEKAnaTKaxEIZZnsWIGLMP/nd3/lHv/yLmBADgP7fv/jfjk9aYaUcBoHn2CJJ09G4Vq8P4yjLeZoVUTQZ9DqNari6vPjSD9/gQhKLOq4zM92s1+rLc3NRPLF84ju+VqY/HAWlSiZkyjkOPCeofuWb33379h61S6KQsuAWY8YmouBKS2QAIaOVVErlUWpTa3111aLMJgQZRBBilCgkMcaWZRmji4ITgiljqpBKGADQ2mhjACFecACQIIw2cTSWslCSu469trpcr1cmk2GaZoy5hDpCGNcLikL0JuPAsWUa+RaabU4FYSilIbbO9GGgvLJTK6QpsFAmbVTcO2+8bTSRYB33JlPTc5VaGVMgBMDkDGOVcy14NBkDUrZrS4UQolJq0Jgx27WD6anpOE56cVdqFQYhFyJJc4OI74aIsTjLkiQ2BiyLAYBSCgBpo7UxCIBQghBilKVpKoTQBqQUrs2k4BgAjEJgwCnvHxweHh5QQs+cPXv+/PmvfvWrSRzV6tUPfehD7U77x6/+2Bhz9erVs+fOvvzyy+PxWEr12c981rbtb37jW47rAuiPfeSJLNPfe/k1jOjC/Mz7n3mU58NkGGtDX3/znZNBhJnnekGe5b7rrZ87F0fRaDgo8iJN4yiaMEKq5ZLFYLZZswhUQrdWCk5aR3maPv7Rj/3uP/9X8MA/+bXfwhh3ul3LYqXaNKHOZDBo1rzHH7+809p789VXzs5M1ZhhGuvB/UfWSqO4z0l47V77n/76J7fe2TveagdlN8sEigc7Q1nz9Reeqhanp+U5/34rds/U/dUrqvrhl28luztvPflwt+60b22Rl16LN5b8xTKZmqnWqwGatLI495of3+qIyf4Pah690+e//tu/CO/8be9u+5U3OuuPhOcfW7235/71K68fJ2nJ+HOO35id2hyNLNf/0BNP2IxITKkbCoUOj3aq2Prghcf2799LxWRudf67r71z/vz6fB31h72b7xyurF30fcgK3h6Zt+9uj5M48NxoVFgOMXz07BOXBnGxcuGq7U1JoaXio6TgUggpx9GkVClrY4SUCGPBE81TkeZT003iWJThMkb1eN9JT90K6k3aNDpZ31hoCzHt4RjLaqn04tsFDO9dnVHjXXliSj88lbXlC9Xa3OvXt99/tT47GQ4OThs2zItBUbferD3Z27n1C1dnvvSd46YLi1bKEx74bE/4C0v1mZkQe+4rLUFnf3pzj4+BMJMrIRHSzIJu7zQsVxgNe/0TIBkDfmYtcys01PZ647Ckulqn2/dqb98rnnqqPGvE7/8/p7/6Effhs11qPO3UD4uF/d18JC53spKN9EMV84GHl4Y7R87dzkC6f/LK6wd579cfe9Ie5PPLC18Z7fa5fuzMxknnaKFef3xq7Wg03J60HtqYm14p//uvvTA35dWx19kdNmbm225ziIhIJwHl/+Ds9y/Nnxy1QpuFOXV5CMnpaXN68Y/+evTr/+Wj9+/XuqJmpIVAI1zMLzYuXjr3J//Tv728sPjYpZk0GQUCtSN45f7JizduP/fsMyEuCMjpqUoaj+8ebL6+efD+S1fPz89VgiCT8odvvvn6O7eozQJGAZNJFHOhbGbbNgUwUsqX76Twnj/78/947dpbM9Oz9frUdHO23qg6jqWUMsbked7vdjzHnpuf41rlnNuOgxRO4ygMvM5pq1oKraACCBFCEEIAgDBGRo26p6cH94/27g1Gvc6gv7GwzDDtR+N2NLzb7qQnp1fPX2xML37n1WsYpx976kO3tvfeuP/OBy9falTKd/f3wzB0HOf4+Hh5aank+4PBoFwut9tt13UJIePxeHV19datW9PT01v3tq9cuVLyQyNlkeYEmbNnl/cPtwABwc6bN+6876PPvfD8t/7hZz99551btWplem7+5R+88sz7PxBn+e3NbTDG8QLb8XQ+idoHv/TpZ9Zn4K3N425C37x7gt0qYNdz7H7nZDToM4ImnI+TJM4KTC3A1EaoUQp/+Vd/9Zd+9VcIJQYAffmLf3Z0euyUAqmUkXJ4dHq6c3Dp/PlM5P1oNLM0PzPbrAS+ynMb4/7pOMrSUZ70RhMhhczF1Uceu/bGq26Arl59amFpsT8c1+pTdze3b9x8G3kOsYNb20cH7VgZCwMr8hwhJC0meIHAEDBGCdBKKZnGCSVkeX7ZprbDHJvaDDOMkKEcABAGACOEYIz6vm+k0krDTyAuFSEkihNjDFCUJQlBEI2HRuZTjfrC7DR1nO54LIQsl6paIwTE90uto2NGMaUQx/2FhamS73uOj4E5jCVJr1QKkNFGS8WLaqWcpclpu+/65VevvSUMLlcq59aWm7VSrexVGsxzXDAqmozSaJImUTwZR0KludAKxaPUKEqMUwnLw9FkgCZGE5v6k3FGKQ0Ch1GUSSEBKaW01owxhJBSilIqshhjxBizbScIAilFFEXqJzTnBUIYIYQxUkoLITKuDMB4PLYsixBSLpdbrVYURWEYbmxsdLvdO3fuSCkff/zxpaWlb7/wwmg80lr//M//vDHmK1/5im3bjmM99w+ejkfyRy/ftKk/P9e8eGEpy7uYY0LdV966ESmNmeN75WQYbaysL505c3R0IIti0O8Ne90siwPfazbqDoV6LbAdiCcj33XzVGCgD1196r/7V/8GHvidz3+OUDKZRLZlWV5FG1IteTON2vzCbLvfjjonMyVPpxOMmBzuXjk7NczzMcd+4AclvLvbHvS09KGMzXRzJrWC1tatD6zWSXzcmGq+udU6TdP5s48sXH7ure2BGidhSd/fVxHw0gAAIABJREFU37671RcaT9Wd2XqwPDN1dm1uePTa/r2ToLKYoCDP7s2vNV69dfvzn/kgGuzLrt45zhfPBNWSVXTwaS4yy9l6+34xkj2hxw4ARguVBiImSQVzyr1hEsukQthT6xdPO+0M5evrjdPT4tIjl4fxQTqYjAbZ+tq5rBgXxrR6k3IlyIskiqKt7c6ZlcVi0ttYmjs8PV3cuLh27uHjfvvw9Gg4LqSUtVptOBwWJg99f3lxsXPa7rSPGQURpbbnxoojh65U/PMle84yp63e5t29ZYdffvyh1w56j5+bm7n4xMHe1jG3veGbl6acQetUOXOvtkUSNj717Od//P03BsM3K0GT2JWdm29Mie5S1b6mmrYefXjJ//G9tGRbyzU2U/fGSbyV1ed8vVwxSVG8GUN949n7+/kAQ/9od37lIrOINgJjg5BnDM6yiQHl6O7HriaJZt/50tYvfmbRzXdSOrhzsPLqnclPv6++QeTvffHurz1b2ZhqVzSMgrP/9kdsc5dfWFgvlEMNXbLlxx5eKZ2eTp3IA47/+PVXjt38N65cfUzRRrn2f9x567DibszOhARXbWfBmdru9b5957VPX338wvnlr3zvu361nsZCD3tXLi/uqUqEHWw4T5OrtR88uRJ960eiGs5GvdH05XIWjVcXl/70m91f+tkPEljc7uA4yjAYY2QYum++dbPVaq/OVC+vL2SjLkP2QXd4MMpv3D/46fc/UXE0NroaeiKPN/e37p72n157uFb2E+Xe3z8aJ+OjdstxqAWGMZYXOQJwLaqksiy3KOTzN9vwnm+/8PLR4YnWcP78RYIZIC2E0FoxyrTRSnDJeRAGQLAyJsszlQvHsjCCaDJCxtjlKqHUshjGqCjyca+/eeud/ukREikDMU7HOydHZzfOD/oDoXhlqvbK/RYaDy7OLzRnl7/x8o89Wz775Ptv3tm+09p9/My6zehxt7e6vBJnaafbXV1aYhi3jlvz8/Oj4ch2bEJov99fXV3d3NycmZm5u7V16eIl33GG/Z6Ranpm9sy5jaPWtmVRo6xOd7y8sfK1r37pU5/4+ObtW5Px6NGrz/zlX33xM5/7L1wvODg+4YJPz8wbY0adVtI9+m//8WcCPL5+9+R4gjf3x8QpWYzxIu13TozinGd2qeL4wc7eASDKpXIwrpdLv/jLv/Qrv/5fEUoMAPof/sVvLqwsR2ni+T7DxAKk06IS+J3+6d7RvlcNK9Xy/OxM++BgZXHhZOfwoUevXHv7rZmFhUqlrAvpYHZ4uCeRqFYbQSk8Pu02ppq9/nB3/6C5soSZ9/bm4be//zq1Qq2QKLiUEtmW1pIghEBrwY1WWknFuRRyZXHZpg7FlkUZwwwAFCkopUpJxhgAEEJKpRIy2hgFBgyAAYMQisYTA0CYnaYxNpClkZZ8ql4Lfa+QKuIFxsT3wqKQnusrpUejcbVUiuMxY3ppYSr0PS1MrdpMoggwL5UCnucUg1ai2agfHx0ZIMfdwfdeeqXcaAZBaXG2US/7zXql0rBLvl8uBb7n+J5jU5JnWa7SQubtk/Z4OEYK5WmeJdnpyWmEWLs9zHM0iYVle0CQQVppbdsOfQBj7Pt+HMeEEC2KMAw557ZtB0FQFDzPM0KIUqrg3GjNGMvzXCmFMI6StNGYSpKEUpokCSHEtu00TRFClmVxzieTSVEUzWazWq3eePvt8WRsjHnuuee01l/96lcxxmEYfO7zHzs+7L34nR97LJidmVpfnxViVHErjLmv3HhTYGYFoW0FmivXcudXVrIsiScTnmXtk1aeJ+VSqVYJPBfNzNSVzE5bxxRbqoCV5Q2n4v/pn/8FPPAvf/HnHMeRUlqWhZlPLc+ymMVYvVoVeZqlke9axsiMi1G3Vat4Yy7HKccydVhBlNIF2IpgDZqywncLk9ccU2LKdb1EaMJYUJqZmtnoDPOiOHLtEsau1LEEglHDyIJn8VStVLLHWX9sE8stl+O0a4V2L4qX5+uj0/3RQKQibM65HnJqgsai6Kd5Ok5d201B7fZOECGXz5ybcCOlCYJKEudAIfRcLNVhp92ddJjKEQ7Wz52J836IHdBoamp6NB5oBLlSCGspc0BmMsgatWoRT2yGu72o1FiszC9vHR+cDtslt+E4TrlcVkoNk9Oy5zoam6RIReaWvGw4KdUqkmHkQIBwA1ueBjkZHR21QtmbX5xJ/dnAIcKpybjPGsteen/ahf5pe5zBjc54Px489/TH9BDS6D6qzTul6Tt3t2iRummnI6ypsjfncFadP+53V5rhufNnCkRefvWIirzp041zS7v9VhHru/c7B1lkskJVp6nFXMepVMo29pAGSinGyILoiQuqP0zefmX7/Y/Vy6Kb4/xuO9ju8NWV8gaV//PX3vm5DzaXl6xABndPxL97edxLmK8yoQmmYRFH55vhZx9a9PtpK8q/fu8erpY+d/HimgHbdb6xc6fv4qlwygNXZiK0g36U3ejsPnN+rWyLW0c7wvULiWXUe/TibIf7sXSzlFtuqQkvPXPR+sHrQ5c6YpI216sF5zPTzS9++/B9T22Uw/O9lAFSBOGikEZDlBbXb94MHDJfL1VLXmuY9Ifj43ZnHMUf+KnHyz6hYBgGYtRRa3erN3p0+SIl+tVbO1laLM2Xxv2WkIIjyxijlMIYURAYqO/VT4/HP25N4D3v3N3b3T3odnpTjWnH8V3XRQhprQHAGANgtNb4AYRQPBlHvRM/KFWq1ShJmGVhy7Vtmsb9dmvv3vbt4clx5/i4Ui5VK2VKiciLRMhXd3d748nlxYUzzem/feMW5vHD59dnpqe/96PXsDEfeN/7jo6ORqOR7/s5NjJKrp65tNk73jk6eGTjLKXo9PT04sWLe3t7QRBkuex2uxcuXNje3q7Vaptb9x555BGRZ1oWC3MztcbUyvLKpHuiuRiM8629g/OX1/7+777xCz/3ue07t8qBj8OFv/nSlz/96U8zxobDoWI4zfPO8YnmuSrETz12EYnJXqubG6cQVCELE93tdZTiXOS2zR55+DGM6fXrN7KUF4UIQte22W//9m9/4Rd+AWEMAOgLP/e58xfOv/7GG67npUnSqNaefPyJaui5NtEUSayEEpUwiPq9uanmtZdffuTxK3//7W8tLC+eP3/OwSS0ndFwFNTrCFGDICtEqVztD4Yv/eBH2HfD6vRhZ/L8914Pys3JODFKG6MNwaCVMZoRpCXneYaMMUIQjBfnFn030NIQwjBCYJAkhTFACDEGEMJBEJbLFUrBAMcYE4xAG6VkGkeu6w6HMaM0iePV1eU4moiCC1EUUgtAtu0QQrU2pbDU7fZs26GA0nTcbFabjdB1HIZZ4JaPj48bM1UluNESIePZlmvbraNDQPQ7L/2gP0prUzOe59crQejSZr1CLeXYtusw17ZcmzFGS76PqfRDK55MRFFQDCtLi8PhII3jo362tX0wmqhRrCTQcZpGWSLyAmnDOXddVylVKpUGg0EQBErySqWSZXkYhuVKmXNe5DnGRGmVZxnC2HPdJE0JxoyxNCscx+GcA4AQgj4QRZFlWRhjeEAIgRDCGCd5LpXMsmxubq4oip2dnTRNwzC4+vTlk6PBtTduWtienZm+cH6VUYUNHg4nrU5HYssJSpS6SZpNN2fzghuj8jTFxnQ7J1IUjXp9aipcXZ02WhZZqrhMIx5PxNm1C52o9Z++8nV44NPPfZQQAgYIJYT5iDmYWsRybNtBWiMAgrDWQoMGI/Ms2d/fk4JjEI6FtSqQkcRoIZkhdnW2sTFXngod17E4F1xJjSHL1SQqbrx1JxXq8qVHfdvJ0lGWjwvBo2hSFHm5FF46s7A2M8sQRjalYFFkIUIowXEU9ScgwKmUpWc8QFSBKjgvikLJFCE+iSPLsqYaU8gOGGE2ZRQRwIYwnBdFlCRFkTuYUNsBRqQSoVsqlTyEFS8MY4ExSBtJiDZGySySUiglEUI8Z62TZJCIWBUSS0KCMAxKpRKlBGMp87y1t9+s1iWYucUFEadeGLDAdZihgBkQrBHKjwZx24d+o1I2wZKtFHarZciN2zjpHA667fFomObFaRRnEDXD2pQ7h82IuswLykIiRh0uCoxI4JY8B/yAZVIHFGNMlVXqDore6URzPjtre4FmmRKItrWQUbY9GDi2V68306SYqk+VwrLvh5Lr0+7p/OpcOunL/HDYu7NoV1yvftCdGKtUrjQaxcl/3hw+uoJjik/buGq5tLlOdBSWfUmCJNNvvHYTgTyzGEI8jrKsl+sS9tcbZd81xzzqx4mLLGIYVnTQHYZh2WF+qxjPBcyiw8NJR9tenmobM0oQV4zaFSmJHzT55KXFmYkGiyFbpx7YQhlCLbK/Zy8sl8FMx7kGDHleZFlWLof1qeaNt942sliYbSKtWvFEKt1p95IoObu+GnpWo1YOPXvc7QxPW33MaiQUprCY8inxLINUEZTDIddFXnDBEYDr+1oBAgtj+zf/+C/hPW/dure3e5AkGQIipZmZnWaMYoza7Y7rOo3GlNFgHkAIAYBWwhgzHA5KYei67jjuHu7d39+8nY4GRPFCinfu3F1dWyuXK61Wy7PYwtLS8zduFAbONqeWqrVvXr9DRHxhY2l6euaVN24Erjs3M9PtdqMoWl1dTZHWUXqmOb/VP9k53L9y5jyz8GAwWF1d3dnZCYJAKjQcDtfX1+/evTs3N7e5de/SpUuh74ISeRqvra12jg9MMn7o/LlSZSpVJHcqN2++tba8uL9zfzIerp07++3nn//sZz8rpVRKCdBv3rhhMcshdqfdVpxThLDjaEwnaQaEMoA0TaTkWotyJbxy5TGLWa+8+tpoEAmhqrUKQuYP//APP/7JTyKEAAD95m/9N2EYjoZD13XjOM6LvFZvBK5lYz1O41E6nsST9eWlpx57bH5mprV1Z2ZupjPs+aFrUyLT1Kfs6PDICisI4azgJ+2O54cbZ86+c2fzaNDrj9JUsbe3WspYvFCgjTHaGOUwppVwLFbkmSgyo7UNZrY5XSqXhdCD/tCyHMqYxWzsIWMMJVaecwQkDMue59seAawYpb5jWwQhpEfDASPk+PAUY2KMmZ2bGwz6BNP+YICZRR2fUWZAu64rhRwOh0EYiDR3bTI726iEThB4oVfqtvtCqKBemoxHGIwUfHZ6SkvR73c73dHzL3w3qE5Rx/dcr1EplTxaClxmIc9xHYdSjD2bGaNtixltjNFa8fGwXysHFy6cYQyDUalW7e44TsntzYNJLv1qLRfcCCWLIkkSKeV4PNZa9/v9IAhyzhmzjNau6/q+L5VCAJhgrY1WynVdxliWZ4wySqlWknOulAqCQEpZFAWlNI5j13UBQEqJMVZKEUIAAFtMKSWEwBjnea6Uog9Yjokmafu0L3IRet7y0pxtkySOu90+s1zm+LZfSrkcRvHs7LwSOorGjBCR593OCSWoUa8tLDbPnlscjweSi9npudOjrpFWtdToTQ7/z7/6Ijzw+Y8/hTABMIRSZnvY8rDlMTe0Ax9TbGFGJBANCHGCDAMNRSx5ajmO7fkKGYUkoIJzpiQqeawW2OWwXEjJiwKktBEuJOwdnu4dnGRQ1OrYZQXWlsjAtpgxEMfxzMzspTNnqn6ZWi4JPGRRRhGlBGM6GCWjhCgMlVIRgJtrVhR5HI3jNMmU1IhShCxmEUqZ5VBAoecFjoMp0hiB1khqbJAxWGFdCA6YUtvzS9T1GAIHAzWmwBgBUmAMFqC0FlJhQpWSw1FSFMAFz0SeakwIoZRqrWxMsiy7fefO/MJCWC67jkM1YEoUNiFGGAMgDUh72NHM8sjEJVi500HJA+KWdcaRl2QTLoQ2WoqcF1ybKI0mNq1inGFKKEIEEcIcQ7GrudaUG22ZsRaIGS0kzY2dyTyOjNG4HHLbASYthaGjipC4qSqKnEuBilwKBAaQZXlGYwkKMSImBuQ4GaecjBgpgeGCa0IrTdIbklKAB9996+3u/dshc5cf+wCypUsFaEjGybU3bjLqf+wjHy+VKNIKaZZgey60S0gahMZSC4wIwjalRhtkcDEu+jKtWMgJWIoBgAFHoVcqkOJZKpXSBiuupDiu+EhmNsJKFASI1IgaolWCvCrhRUkbKHKdF7llAWEKI4jGWegHlKA0TWKVSKXTTEmFA9e2CCjJizQhSvgYxsw2kQBq3ABRjIq8kFLPNStlV2RpKqUklCaSFJwjBAjBP/tfXoT3vHbt1nAYFTnHmGJELZtOJiPP83q9HsZ4ZnqOUgshBAAIIUBgCKHIGMlPWocH+3ut47u99omLUN31LWMmohimqcF0/6jVH07Or62cXVt+4a2bh+324+tr5+fmv3H9DuTjh86vNZvTtzbvI6Ur5dJwOMQYr62tDXk2Puk8vLSx2WvtHB08vHaGWbjf76+srBweHoZhSSoYDofLy8ubm5vz8/Nb2/fPnDkT+m77uAVG/NSTT9y7c6O1devKhbOuE1RmltH05cOjw/m5OQOoKIowMK+99uNLly6FYbi9vd0fDVrHJxZzPC/sdrqWHSBkM5v5ZT8tkpOTY5VyraXWklmkVqsURc6Y/cQTTw76o2vX3kQIEUL+6I/+6GM/8zMIIQBA5y8/8tClS3u7u7Mzs9V6zQ0DbFtlzzNZFhVpIrLRZEgRLDanZ6aaxWT42hs/fuixR5aW52qloHd4uDI7G7h2fXYmz4usKMZREidZvdE8aXciyV986dWp+Y1Xb2zFqTIagzagNTLCtS3BCy2FklxLbpSaq1YX52ZL5QoiVsH5eBwZRPr9Pg0IIZbr+ggoGGJZrm052CaIGZvRsucGLiOgwOhkMsmiyd7+QalUHk8izCwulDam2pgmzIWfMGEp6HY7CGlCiMnFxtqKbaNqxS0FATL4cP+oVpuKlIzGwzxLS6G/trLc7bSj8ejF77580hsG5Qa1fdd1G9USMUXgWgDAKLEZpRgIAt9zXNc1xpHKEDBRNKxVSoFrKSU810phgrAjpNVqT4RChhAJCgEoLgkhxhillBBiNBpZlqUAJ0lsAATnhFCppOBcaa2UAoAwDMHAuzBGlm2LLDXGaK193+cPeJ4nhLBtW2utlEIIcc4BgBBCbUtprZRKkoRSqrW2LMsYg6nO0sxzfcVVNBk7jFYrlUIUURTVq1Plcp3Y7slwnEq1fubMsN2/t71VrVSi0ajXPbUYaU41avUyptJxLFEkohAXzz6UxjJPhOWpf/cX/x4e+OQHntYISdCGYEIswhxEmOX4bhgaZJSUAIAxJgaMNhhjpSQAAgDbtvUDmGAw8P+jBBybWBgoBqMVEEaphRHjQgstfCJDBhJwyqXtgEUIUtxiBCGQmhhsG2RpgQulJFFlz5VZVmiklLIsy7Yso6XBKONcakUAbIzRT+B3GYMAgBAMAFohShgmxGgNCBjCmJDA9x3HYR7zPA8ACCFaGzCIc5UmhW07BmvHdaQUjuNKBVKZJEmKgue8MBghhLVWxhhikJJSa40xRqAINgBgjGGMWcSmRNtUYxCYWZbjuAy7FrFtl9gBpYzgn9CGIISN0QihnEshpFQFAilFRsB4YYioZRBFWiCjlVZaaaN1XhRSCGMMAChplCgcApXAZbZlMAEAhBBjDCEkpRyNRlEUpQJJjQghjuMooNxYkuegOAGDsQIw79JaU4wpxiBznkXjQefwdHN6ulmvNzDGxABGGGN0enpqkLW8/rBSyrIt27J9f8p2kEUUA6YBK5AEtJFFniWC8yQrCgkGE0QQoaZcCfzAIpQqIMZoY0yW5Z1TWRTDMFA2Ac1pHBVSSkqI7TpeyGzbRcCUAgIKGSOl4EIUQo8TWRQF51xKqaTigiultNZEFcm4hxAmBGutLZtSygAMJdRlHIHUWiulDGhjuH6X0VqbOJWAkBRSSPEv//fvw3veurXd742MQYzZSgIXqTFSSJkmaZIk5XI18Mu2bVNKEULGaKnyzsnR3vadTmtP8kIbdef2ndlmY35+PhpPTnunKxvr3eHkzr39QsHl9bWz842vvfJqbzK5emZjfar5rRubDhT1klsqlY5Oe65tXzh3bnt7O8/zCxcuDIpk1GpfXlzf7LUO2ycXllYYw91u98yZMzs7O5VKVUjT6XTOnj27tbU1PT29tX3/4Ycf5nlKQDdqlebM1OH+vXvXf/wPP/Hhk9ZJZ5i2MsalGk5i2w2mms0zZxYQmGqtalnW17/+9bWV5STLhqNEamzAItRKs1QpSQgGMOPx0CI2F4XvO45rhaEfhm6e83a722zOTsbxYDAslcp/8Ad/8JHnnkMIAQD6wMc+VS9X2q3jJI6pbRVIC4rqYXXKr0qk/EoYlgPfsYiBsucVedHutP2ym0TDasl969VXH79w4bFHLhuceV6Yc14IWW80G1PT33z++dPRKM6lX51/9cbWJBZGYwwIG2OKmDIGWskil7LQvHBdt2pTCxPX95jlukEwM78wt7D4gx/8APtUSShyIQRYzK1VpxhzNCHCCIbBt1m15NjYVEr+wd4+M8W9+ztBqRyWKnHBu71+qVx1vbLBTsGzUinI8zQvEsaIVLJM/Y21JaWz5lS5Ui4dHx7bzCOWfTyexOMxgFpfWbEZPW619nbvX7v2VqHAKdWAWoHvNyplC0vftghllFItuWfbtkXBKMn5KOHaACEEgXYspjhnlDKChJW7TlkIrA0DIAAaU1DGaEBFURhj1AOcc2MMog4hREppWZbWGmPEueC8kFJqbYqiSNNUCJHnmeM4RnJCsNbasiwhBAB4nocQchwHY0wIQQgppTjnxhhiWUorABBCYIwBQEqptVZGYMCVaqlIszzNHGY3ao1M5p7nUkMcO+DaYMfvxLEdBGXL73XbUojD/b1Rv8cYqdeqYRgABsrMoH9yuL8325yt1ZrT9dnGVOlP/uzP4YEPP3lVKilAa4wIYYQ6QBi1PdcvSYkKXgAAxliC0cZgjJVSAEZr4zi21kZKiTGC9zCKfc8GLRkyGCOgFgKCEdUacyU8InyiNSKTrLBt7NqMYUMAEAalMRBPGSoLXWgpqa4GnkpSJblSilJm2xYoBpjkUgitAAGhCBAYbTDGCFEAwBgDgFJAMCWEaK0BwCYUIeT7vm1bjCBGKUIIY1xIKQzkOTeaUGbbXolQgjEmmKSFRIjEcZzluRAFogIBKopcKY3gPQgwaILgXcYYxphFGcXaZYYQRUFbDFEEnk2RAQ0MYWQxJt5VKIQQAFBKMWWYUI20VFJIziUIbTSiBtFCmYILJZUBo5QGjOBdxgAAMoABjJYYAGEAhBBGBGMA9C4AkFIopYUmUsO79AMEEMNgYcMIoUQhBFJKrTXBmGCUJxEj+F259hECYwzGGAEyWiOEAABh0FgihDDGWmvbQLVq2dTYxInTwmBdCVyHEkBK6SxOszgXQiNANM8L17VczzVAlLa01sYYpZTJc0Yyz1UYjBZICG2MUVIhQrTjBX4JY2Y0wkgDgJRCKSWkHo6zIs+FlEVR8KLg4icAwKFgE/QurbUBwximlKoHfJIzoo022mgllVZGay2lNMYoQzjnCGOt9V/+/XV4z41b2/3eCCOCMR30x3v7m+VKOD8/n2WZkKIc1gh2MMYE44Lz3Z17rYO7g04Li8xjhhiVc6s7HFLXbXXb/fGY6vyZp5/qTdK3N3cGUX714vkL8/UXbt6c5MVarXZ2ZvYb12/rbLQ0U19fX985OAatL5w79/bbbw+Hw0cffbSfx5PT3iPLG7fbh/vHrYfW1kvloNPpLC0t7e/vl8tlqVCv19vY2Njc3Gw0Gvfu716+/FC1FPA8iaPxQ1eunHZb17/7/JOX1menmocnba8xs3H2/Je+/ne7RyeE2QY0Y2x+fv7JJ5/8+t9+/fFHHqbM2tk/xswnzOci49lIcA0akjgjiCoM2ijPsxkjfuB6voUQOjo8cd1ACk2pZQz8zu/8zud+9mcRQgCA1i9fdZhV8QLHsrHFaNnPkAIOODXtficuUjdwbYLzOJpvziytbRy1DuYWZ6capUbo26CqjutZJk2ObcftdHtvXH8TEfaFL/yj51948fbujkLMrcwdtqPhpEBACcIEgaV4URRglBaFEpxgFAZ+mQLRhjkOV2ZheWX97PmZ2dlvfvvbYTOs1aYwspKo2N05tKzAcXy3VDIESZ4xpC1Q9ZLfrJd37m239t+h1CLU9kolRCzMbGUQorbSFsLGcazBsEMpBqQ5z69efFSKPPDZ3EwdGXW431qcX+kNRlunbQRmcWF+ql6NxqOTo8NXXvlhnBRuUEGW54UVz/OR5g4FnsaE2GCMxVizUXFtqxQGrs1OJ4NhNI7jBKSyKFteXD4+PErTpMAagIKkBDEwhhAgSBpGkWUjhCilAEApZYwJITSx8zxXUkqltFIIY6210ZpQSgiRUnLOpZRa6ziOi3gkHrBtm3MOAJRSjLFlWUopSikAOI6DMQYAgxHCmBCSZZlt24wxzjmlVGlFCSIUK86LLHctlxHWHfdn52aSYXy027K9MJhqatdZu3QBJxKBLvL8zq1b3fYJY9i2mOuFzHbm5+ueh7c3b9erVcfyCFCt5Re//DV44KlHHxVSCaMMRhgzgykiFnN8y/GkwpwLMAZhLJExYOABY4zW2rZtAFBSAYKfMPAuzIjr2sQoigEDGErBEDBEa8SVCJl2sZIGolzYFvNsxjAgo7RWBqghjgKmhc4VV0RVAl/nmSxypZRlWZQxIyxANJeca2WwwRYBACUlIQRjCwAQQlprYzDBlBCslEZgKCIA4PmeY9vYaAQGAMy7MOKABFdgKMaU+hVj4F0GQChkAPGCF7wwWjAmlFJFURgDCCNltDEGIUQxJoAMGIQQpZRgY1NgWDGiGSiHEQLKoQSM1howxowxKaXKC4SQEIIQghBBhHCtMyUNppzjQimDiEGUAxUalFIYY2W0RghjrB8gBjDGGrDSBkBjAhivA6WxAAAgAElEQVQhjDG8xwBorbTCCBOlFAAQMJYSjALFxiaEUQMA2mghBEWAwSRZjggFhDlgY4xSCgC00Upp9AAllGJGCUEYa6WoSGtV2yY6cMNxlCgjqyXftShjWOEiStKUq1xIpWkc5wgwJUwqVAhsjAEDgKBsSc8WCHKQRhtABGGMlVJ5ISaCeG5oDNEKDFbGaGMMxhgAZ5kwxhBCOOdCCCWV0toYTZExWhBClFIAxhgNP2EAwEEcgzIACEBJhTQCAGMMGFDwLqONAQPf/9F1eM/Nrd32aVcphJGFgBQ8mkQjz/cBEWrZRCPI+WTc63eODve2syxO86x17965lVU/8DKRj1LToNYwm7y0fdeyyzViPnzlkaN29+W9rUyI9507vzFf//61tye5mplq2ATtHp9wlF1ZWTu3uPbq5ray5OWZxfs79ydGrDRmO1He7w0eXVvdOj04Pu1fXjnnhuz0tL2+trazs9OYmlJKD4fDpaWlzc3NmZmZnb3dc+fOepbT63QYpZcvnD1u7fMiC4OAFwXn3GX0Z37m6b/58l/f3e/51eWZMDxtn/rl0rPPfeRvvvTlpYVVrcEYeFcUxxhRjFm337c8N80yA6A59zzXsggmYNvMDYjWkKcaGWvUjy2PcpX9yq/+ym/8+n9NCAZAaP3cFa01BoQxVlojjJhtlR2/5peY50tMFDKSpyKdFOl4bv3Ca9dvKIIb09Pliu9QuLC2sLYwHRh56fKGRZUU6XDQr1Xq3/rm829un3QnSak+0+qN4kTaVshz7VA7VSkSwiQp1gKDsh1ie7ansW8HQgrXDx99/GpzZibNiqOT41Rkaxvrju21Tjr3dnY1ICGV6wVhWFJagTEAplaper5X5PnkeCt/VyFL1SplNqF2nKTYtXMhAs/Nk1jxvOS5g273zJn1im9rrZvNqXK53D49zfK8Xqvt7OwlaV6rlNaWFrQxacGv39p89fUb1MOVStVo2ajWS54bup7nOEhrgxORa63pZBydnh5ffvh8uezToGE7JYw00qLZKD919fLm7Zsv/+BFOYmH4xGmxBArjiWXFCHPYIWp1toAIhphTEiaC8d15uozQghKmes6xhitdZZlRcE5L4QQUkpjAMBorS3LAsKU1qPh0HHdPMuKojAG0jQBpIwxtm1rrQkhUkqEkFTSsR1CSJbnjFLX8yiljm1jYhAAsywpxXAwtCyr1+vtnhz9f+3BWXPVZ34n8O/vef7b2aQjHeloQRIgEAIjIcCA2yBjgxekpjEkVameymVncpFXkBcw13M7t6lMPN2Tq6FtY7GYpQ12t2WDQQIEWEKA9nN09vW/PM9v5OMwQ1cnVanpLJUafT5bt26jOtfyleamdpgW23bn1q3ks5RkO9ba2urCwnPXqxsGOQZampyWeLyltaVSKXd3d9uWbVkWBbX/8l//GxoOH3jdV8rTiiURGZqlMC1phaRpKVa+54NICEFaM+NHvEFr23GYWSlFRHiJDMNyHAkloQUB0gBLsNQavlZhIwgJFTBV6oFt25YkCS1YMZjJ0GRrWKyUq31P+M3hEFzfVayUMhoQGEzSU4HHAYhNUzKglZZSEhkAiIi1ZhayQSkFQJIA4Ni2NAyGZjCzVkoTCZBQAbMWIOlJASKtNUAQFkiqBgILeFrrIFAAFDGIACYiQ0iDJAAhBADD0LZJlggMqU0hHcuWUKYkDnztKyGEaZpBEGi3JghKKSEEmJiEC6oxCdNWNd/1A01Sw9AQilkpJYRQrF1oZhYkaINSTBLSClgASsBnZmoQQqCBtWZNKlCaNQCDhAVtGWRJEtCGUABv0FoLMIGrbqDIYJKsWbPWSgMIwFprBhPIlNImMgxDCqm0Ir8ebzZtQ4WtaN3zFVRT2LEMIQWUSbW6V6p51bobaJRKVUPahnS8QAeatdbMDCBkKMfWAh75UguQoUgIrZTr+q5v2FaIWWoFRYGGBiCEIIha1QUgpdBaK6WYWTVIQWDNrIUQzKyUB0AISURKawJApJQSrKRWIBAIAEsCoFmD+d7Xt/HSnZnnmWwOWigFrQGpiIP02moi3hRxzMza+tzMk7XVBeVVbRNEnC1Wlp497+3rK9Qri9kUqnRieCRfL/5m9nGtLtosev/gwaXV1Ddrz+t+MNLTO7Rr6++mHpXrvilFW7zpxVoqXUq9Mbh7d+/Oy7fvZKqZDw4cef78WQFBX0v7WrG28GLp+MjQ92uLK6ncYFe/Gabnz58PDw/Pz8+3tra6rru+nhkcHHz8+HEikZh/Pr9nzx72lSWNjmQyZBuFYhbM8Za42ABusXh4sOvR/cmlteyjueWYZRSrtVC88/ips7+7PVVzlWlZ4XA4CIJUKqU1spnCSmot3pYwLLNWr9vCiMebXLcmDWpujoUdHY/Hq/XgydwCk2maRq1a+csN//kvpZQAUe+2PcwshDAMQ2sthCAiqZh87TFJJ2RYRiRiOwYPv7YzXaiX6q7T1FyqVU1DevUCvPKBoddu3/qif/uW/Qd2d3e3RkLOnoHXrt/4zYPZ1VS+WPLUs+X1UtWHMgxtacU1XWXXM3zXYmWbwnSkFhyVjiOdet09/JM3WxNt8dbE7OxTw7JKbnl430guX8hkC6updLVeZxBDSGnE43GlVBAETU1NsVhMax3kFubn5xPtHXYoTNKou74f6HrgCceKhsOFzHos5Pj1mi3FroEB9ivxeLylpaVarS4tLSWTyWg0urS0vLy88trgrmQi7nv+i5XUza9v1wJKtEc7OxNt8dY7k5P1ciXi2I5pCcFOzG5v64pG4teuXe/p2fLa3kGG19k3UKl5pVIhHon29Sb7t/VCe169HmJdrpey+ezDR48NK5JKFZdWstV6rVwt+IEyTNt0QiSMlrb2rq6uLYnO2dnZmZkZIgqHw0II0zQNw5BSGg0AtNae50kpC5X6hlqt1tzc7HmeEEJKWSoV84VMPp83TROAEIKZpZRaa6VUNBotFotSyng8bpqmlNJ1K5ZlGYahlPI8LxKJGIYxv7oU+Mpis5ItcSCjra2xRHtrV5fUgqE8r16rVcvl4vp6WnNgiiAetTs6OmKxWDqdBhAKhcAsoP7XZ5+jYeTgYaWUZtZgEDFJEpaUJglDkVJBwACBmPB/EBMgDMNgAPwDvCRNaVoGAUQgIiEsgFiz1hpMltRSMIN9r24ZhmlIArTWiggwiExAKiZf+UzKcSwd+KzBzKJBsSQSgVKaNQDDkARoZgIJKUnQBq01M0lhEBFv0BBkAZA/EBo+wAxmzdQQBAqgDa7WIGJmAEwWyGBmzUxETFpr3gBAswaICLQB9A9AJMgxhCHJkmwKloZhmkKyNiTY91gFUkrDMLVScD1m1kqTEBqaiZQmxWRaoarr+UHAIBJCCTPQ7Ac+kVBaBwzNLAQRSEOAiITUDGgmZs1MgGEaQjCAIAi01kwMpaCZGIJIEJsSthQEBUBvYAZAYDB8pTQDIK0FM2ulAGhmpTUzCyEMKSQpaUjDMJm1UF4kZNoGQqYVBIoJjmMLQUSAYM/za65brVZdLat1z5CmFNILtGKhWRMIgEmuaRCBCQJgIZmItNaeF7i+tCwbgFKswAxmMIGI4FbrQtAGZlbgDUGgtNaCiJkBEBHAUAoAAwRobGAAzEwAQeMlSYyXHn47iZeu//bhixfPo9GmcDhMRBpacFDLp9JLTxfmHufS2XKpFomGopGQZRtKq3LVY6Zny8v3F55Rc7QL4RN7h/Ne+dL0d7W62NYSO7FvZHll7cbsA2mYB7fvCIfo6dK6tJydW7vDlvzd1EydakNbenZ2bb9y57uqro8ODj1+8mSlUhjZsetFOlcsFI8MDjxZfbGwlH6td0A6nEqldu/ePT8/H4/HteZsNrtr166HDx8mk8m5+bk9e/YkmlvcWq2UL7S1J/L59Wg0FotFbcexpOiNGd1x2dNqV8rZheVlaF84TU6i37farv52WglpmIYQolQqKaUcJ/T82YtniwuhaJikoZlbYy1KBUHgNjVHg8DraDIPHT70dHk5VSxly+VayfUr3i9+8Yu/+MVfSCkBou07h4MgUEoJIUzTFEIAiNjOzq39qXxhNZUBsVsttsUj74y+8Wwp9fW3d6Qd7uzZEolGOhPN8WY7ZFl135cyANcCv1LK50aG97fEW2WoJVeubt2163/8z//18NFc4Gp48FylpW8ym4EfDzvQnrSEp70w2b1dfWQavX1bt/cPLK2u3p9+2LutLxwNN7fEg0Avr6RWUulA60Bp2wkDxMyWZUkpbdtuaWkJgmD92X0hhBOJGaZV9/ya6xvSrCk/HIt69ZoOPMeQlUJhaPcgax2PWrFYrKOjY2pqyrKs7u5u+oEI/CAWdUzifKHwZO7Z/cfP7Gi8tUkM7NzWHI2V8tlqIe9WK45lxiLRudTq4K69bl3fuvVVa2tLPB4RhnZicSsUhlat8XhrPG4ZRjaTf/50vqMp1tre3NrWVCjl9o0cVFpUa4EbqHyx+P3sXL5Q8hQ3N8fDTc2u6/pVTwixnk6vrK6urKwYhkFEge/bpgVANFiWZZqm4zh2OGZaFgBmrtVqhULBtm0iuF7V87ygQTcws+d5RFSpVFzX7erqCofDSqkg8JXy6vU6gObmZsdxTNNUSmlT2rbjV4MtnT1Li6nv5+bbO7sTHZ1uzVPKq9YqiUQil1uvVMq5fKZSyrKqRyKRpqYmMJfKZQD1Wo0h5p89Q8PwwcNaa2bWGwgMQWQKkiQMRVopRUQAFJjxDwgCkBvwB6SEYUr6EQSRgQatNRQbEiQAKKVcUxpSCBJCK6VAgBRkAFKTDFQAKMs2VOALxo+EEBoGCaGUYmYAUkoiYmYAQgoSgoi01swkhYEGrQE2AMgfCIYP8I/QEAQB/UAE+L80GcwCBAKBoAlaazRorQFQAwAiEiQACCEMSYaAJWFKklKappBgUxIHnvJ9KaVpmkQU1FwwK6WEEAqaCayFVpDSdBlBEAAQQmjD8jX7vk9EgdK+BjMLIQAwCYA2aNZgMAvGBhaCpBQAmFlrrTgg1qSYGAKAYFPAEAzlayYQcQMRAQiCQGsNQLPgBjQopZiZiKQgISAbmNnQvmMblkTINJRWmmFZFhGBAFKe53ue67qeq2XdC6SUhmEEin0lmJmIAFjkGlIAIICJiVgIobUOAu0F0jAM/SOACUTEzGAOXA8AEQEIwFprZtZaA2BmvERKAyAi/EADjH+MAcZLj76bxEtT08/WVleKpfz6ejrRlnAsY+7JzNLzuWp+3WDfd9XDx7MDgwPtHclqvbaWTjnSTia7Hs+/+D6d4li0UxjHBnbl68UrM9NKhVpMHj9yeGlx9VFuzTTsjlDEjphVT5fKpb0D2y0Et6Ye5+rZkb5tu3t3fjv/bL2UO9g38ODB/fls6id7960Wy/Vabf/2rfdfzC6tZl/r2SkdLhQKO3fufPz4cTKZZEY2mx0cHJyenu7s7Hz6fH7njh3xaFNqdTXshGKx6EpqNZlMdnZ22LYtiXQ1t6U51BkzKqXUlr6uSrFQ8dHUuWN2ubicqUkn5LpuvV5/9uxZJpPZsWOHYRiFSjlbyOcKeccJh41IuVKyLOmErHK52Bqxu7d0rWYy4ZZmj3l1Kd2R6Pirv/qrd95+RwgBEPVtf42ZiUhKCUBrLaW0TdOArHqBp1ipIGLJ9985VimsLy6tzj1f8BRVPD/wfe1Vo44c2rdPh6LRJqulxW5uCsUioXi0ZXUl9dtv7gREfTt2ra7nlldSUhuF9YJBkiyw525tawubolrKk8E++wN9A2+Nnph7+rSnt09I6/7MDEMkuzqlJMtxstn8/PMXEIbr+0IasVhzKBzJ5/OWZRERM8fj8Xq9XlybjW6INTNROps3DJuEZEmGbZUKeZOIfS+ZaG1viQui1ianra2tVCrNz88PDAz4vl+tViORiG1ZkbCtvXomk/ny69s+zKa2DlFbb46FleduSSYGtm81iCIh07Tsp/lSPl++dvVWNNLU1dUBEXheJdbS+vzFQs+W7kQi0dKS8OtsW1G35jfb0vMrdkiQ8IulwuLiciTStKVv+9Ydu6anH+SKxReLy3XXr7peJBIhTUKI9vZ2pVRHR8fS0pLruqVisV6uMjMReZ7HzEEQ6A3CVEqJBsuyXNeNxWJCkB/UicgwjFAoZBiGlBIAM/u+L6WsVCqmaRqGoZQSQhApwzCISGtdqVQMw7AsKxAo1+qOGX7vxPvTUzO//uTTPXtHYtHmWs21LLm4tBCPN9dqFcu2fL9eKWUqpRwReQ0AiAiAy+bSs1k0DB04pLVmZq21AkACMMACJLTgDWhQYMYPiAgQBCmEQAMR4SUhWBqCfgRBZADQDYJJChYSDKW1ksIgghBCKc2sACnIEMLUJJXWRMowSQUBaQZAREIITQaRUEqhQUoJgJlpgyASgoi01mAhpYEG/oFgrUn8ANAA4yUiUkoREYgUCAARaa0ZAkwgEJFmgMAbwGBorUEgEAn6ERqISEiSApaAZZCUhmFIU8CUQvuu8n0ppWEYUkrtBwC01kSkoZnALJQiggiYPM8DIKUk01TMfhAQke+rgKE1CyIAigQAAukNAJPgH0AIEkICICIAgfahFSkmhgBDwCAWUFC+YhJCcAMAIgqCQG9gBiQ3oIFfkoKIWDYAMNi3pDAlO6bUmhmQUqKBiQM/8BtcLTylZIPSFGgBgIiYtQUlBaFBkyYBKYVmDgKtldjADQFrzUxEALTS2veZmYgAKAIzA1BKERE3aK0BSMYGIsIPNMD4xxhgvPTk3rd4aeq3d+98983KykJ6fdWyJAWeV69bDURUqbrLq+ttnR2Lq6tr62nTMge6O/q6+5dW1qfnF3Ku1xF3Tu4bzrulG09m/MCKwj+5fySbyr6olUxh7uruceKRpdX0i+fzb+zbbQt9c3q2FBT3dvfs2tJ/+9nzXLU80r1tevp+2qvs3bojVS6XS4XXB3Y8Xn6+uJIZ3jpohml5eXlwcPDJkyft7e3MSKfTu3fvnpmZaW9vf7G0sGtgwK+7sXAk0dK6vLLy8PHjUDgUiUQSidZYU3MoEtvSkkhEHS8o+VR3C9VcvhBqbvEYdiTqeRosotGo67oLCwudXZ1rayumYz+Zm1XMsabmQrrMrKPRUK1W0Rx0d/cQiVqtYlhmpVTMFUrRpua//uu/PvrmUSICiJgZmzZt2rTp30lhPVssFgCu16sA26bBzEJKkABIaWaQ0ipfKEpjgwyZ0rHDtZpbqtRhGJZJzaFQwCpbrYAMA7rJtgNfecS2ZdvSgCTX8916vSkaEqyLdd/TXsS0wqaTr9cDpWK2U6/VXVZhy/a19n2vORyueq7nBxErBMGu60YikVqtZpomM3zfD0fC9VpNSsP1XMdxpBCGlKxZKVWt15RSzCyEkIZJhhmxQ5YhGUpBaS8AiMGWbQkpwBQEipmJKAgCy7L8wFda1906iKSQgadIkBTCD3wiOKGwUoqZDSEC3/dVACG29vU1NTWjgZgZDS9eLKRSKTREIpHm5qZ4PB4Oh/GvJggC3/dzuXw83hwOh/HPNjs7t3PnDvx7KJVKsVgM/8qCIPB9PxQK4RWlUikWi83Ozu3cuQP/bLlc/uHDh4cPH7IsC69g5rm5p8lke71eTyaTAIIg8H0/FArhX0KpVIrFYrOzczt37sCmTZs2/ZsgZkZDtVp1Xffq1WvvvntSSuPRo0f9/dtbW1uFEGhQSkkp8QqttRACDcwMgIiUUlJKNDAzACICwA1CCDRorR8/fhIKOS0tLaFQyLIsrTU1AFBKSSnx+5RSUkoAExMXT536QAiBBq01NeD3cYMQAq9QSkkp0aC1FkJwgxACr9BaCyHQoLWmhmKxNDU1PTp6FC9prYUQ3CCEQIPWWgiBBq21EIIbhBBoUEpJKdGglJJSokFrLYQAMDPzKBRytm3bBkApJaUsFktTU9Ojo0fT6fX29jb8PqWUlBKvUEpJKQHcvHlrcHBXMpnES0opKaXW+tKly0NDQ7lcbt++YQAzM49CIWfbtm3MDICIlFJSSryktRZCAOAGIQQalFJSSjQopaSUxWJpamp6dPRoOr3e3t7GDUIINGithRBoUEpJKbFp06ZN/xKImfGK8+c/PnfuQwCTk99kMhnTNFtbWw8ePHDz5i0hRLlcPnHiHcuyAHz00S937OgvlUpvv318amo6lUr3929fW1szTbNUKp848fbVq9disZjruvv27QNw9+5d27aTyfY9e/Z89NEvE4lWKaXWuq2tbdu2rel0em0t5Xn+gQMjqVQ6k8kUi6WjR99sbW0BsLi4+PDhIyEoHo8fOvT63/7tf9+5c2ehUHj33ZPff//9+nrGdb39+0e+++7ue++drFarU1PTu3btunv3rm3byWT7nj17ACwuLj58+EgIisfjhw69/tFHv0wkWvfv3z89PW3bdjLZvmfPHjT86ld/39vbk06nx8fHZmdn19czruvt3z+SzWampx+MjZ1qaooB+OijXyYSrfv375+enrZtO5lsb2pqnpyc7O7udl33+PG3Pvrol4lE6/79+6enp23bTibbBwYGrlz5vKmpSWv9xhtHrl+/EY1GtdZvvTX6q1/9fW9vTzqdHh8fu3nzllJqaGjvw4ePhKB4PB6JhKenH4yNnfrqq6+SyWRXV+eGiYmL77337vXrN6LRqNb6rbdG0XDjxm9M0yyVym+8ceTy5cvbtm17440jACqV6hdffBGJRMrl8tjYqUuXLg8NDeVyuX37hgFcufK5UiqRSKRS6f7+7UtLy47jrK2t/fSn4/fv3y+Xy0EQJBKJvr7e27fvSCn7+nrD4fDDh4+EoHg8fujQ67dufUlEhUJh69a+Bw9mxsZOffXVV/v37793755t2+3t7fF4/PbtOy0t8UqlMjZ26je/uWmaRjabGx8/JaXEpk2bNv1xiJnxivPnPz537kMAk5Pf9PRs6e7u/uyziWPHjl67dn337t0rKytdXV179uwG8OmnF372s9NPn877vl8oFHp7e2zbnpl5dOzY0fn5Z+VyeWFhYWzslO/7X375lVIqmUxaljU1Nf3zn//Z+fMfnzv34czMo1DIWV/PbNu29dq1G8PDQ/V6PZPJxOPxarW6devWnp4tUkoAxWKpWCzm87m5ufmzZ8988smFM2dOP3361HXd2dmnZ86c9jzv+vUb/f3biSiXy2/fvu277+4mk0nLsqampn/+8z8DUCyWisViPp+bm5s/e/bM+fMfnzv34ZUrnyeTScuypqamf/7zP0PD+fO/Pnfu7J0733V1dX777Z0zZ057nnf9+o0333xzamp6dPQoGs6f//jcuQ+vXPk8mUxaljU1NT06ejSVSh84sP/mzVsHDuz//PNr5859eOXK58lk0rKsqanpP/mTs59++tng4K7u7q6VldVUKtXR0fHw4cP333//2rVr586dvXPnu66uzny+EAo5ra2JYrGYz+fm5uZPnHhnamp6dPToxMTF48ff+vbbOwMDO9PptGmaqVSqo6Pj4cOH77//flNTLJvNzsw8Onbs6Pz8s3K5nM1mDx8+FA6HAbiuu76eKZdL33xz+8///D9dunR5aGgol8vt2zcMYGbmUSjkpFLp3t6ejo6OtbVUtVq9f//BkSOHFhYWe3p6uru7Llz47MCB/Xfu3N29e7C7uysIVLFYzOdzc3Pz77138ttvb7/99vF8vsCsHzyYGR09OjFxkUi8++4J0zQ//vjT118/sLy8cvjwoQsXPjt9+qcTE5c6OpLd3d0dHUkiwqZNmzb9cYiZ8Yrz5z8+d+5DAJOT3/T3b29ra5uYuPiTn/xkcnLy9dcPVirVWCza2toK4LPPJn760/G5uadKqXw+v2PHDoAfP35y9Oib8/PPSqXS0tLS2Ngp13V/+9vfeZ43NLTXtu1MJjs4uGti4uL4+NjMzCPHcTKZzLZtW7/44ubx428FQeB5XiQSYeYHD2ZaW1uGh4cA3Lx5Kx6Pb9nSfevWlx9+eObChYnTp8fn5p76vv/999+fOfMzz/OuXr3+wQfv3bjxmyBQp069f+nS5aGhvbZtZzLZwcFdAG7evBWPx7ds6b5168sPPzwzMXFxfHzs0qXLQ0N7bdvOZLKDg7vQcOHCxOnT4/fuTSWT7d9+e/vMmZ95nnf16vVjx45OTU2Njh5Dw8TExfHxsUuXLg8N7bVtO5PJRqOR9fXMyMi+L764+frrB7/44ub4+NilS5eHhvbatp3JZLdv314sFvL5wnff3d2zZ7fv+729Pblcrq+v7/PPr50+PX7v3lQy2Z7PFxzHWVxcjMfjW7Z037r15TvvvDM1NTU6emxi4uL4+NiVK5+bpvnGG2/Mzc35vt/b25PL5fr6+mzbzmQyjx8/OXr0zfn5Z6VSKZfLHT58KBwOA3j6dP758xd79+65deurc+c+vHTp8tDQUC6X27dvGMDMzCPHcdLp9I4dOxzHvnr12sGDB589e9bf37+4uNjfv72trW1i4uLo6DHP85aXV5aXV8LhUDwe37Kl+9atL99++/i9e1PHj7+VSqWJ8Pjxk9HRYxMTFwF6772Tpmn++tcfHzr0+vp6ZmRk38TExfHxsXQ67bre7dt3RkePJhIJbNq0adMfh5gZrzh//uNz5z4EMDn5TX//9ra2tomJi+PjY9euXbdtO5PJnDx5IhqNAvibv/nbXbsGyuXyiRPv3L17b8eOHYlE67Vr1x3HKZXKx4+/dfny5Xg8Xq/XDx163fP8u3fvOY4TiYSPHDk8MXFxfHxscXHx9u073d3d27dvW1lZXV/P1GrVvXv3FgqFVCqllBoeHuru7gYwOflNrVYTQmSzubNnz/zd333U399fLBbffffdmZmZfD7vuu7IyEhHR/KLL27G4/F9+4ZXVlbv3r3nOE4kEj5y5DCAyclvarWaECKbzZ09e2Zi4uL4+NjKyurdu/ccx4lEwkeOHEbDhTqG34IAAAK/SURBVAsTp0+P37s3lUy2p1LpfD7vuu7IyEg83vzJJ5+ePHmitbUVwMTExfHxsZWV1bt37zmOE4mEt2zpvnXrq97eHq316OixiYmL4+NjKyurd+/ecxwnEgnv3z8yMXGprS1Rq9VHR49evXo9Hm8uFktjYx989tnF06fH792bSibblVK3b9/p7Oys1+tCiGw2Nzb2wSeffHry5Imvv54cHx+b/cHTsbEP6vX61avX4/HmYrE0NvYBEQG4du264zilUvn48bcmJycPHz4UDocBLCws3Ls33daWePp0/k//9E+uX78+NDSUy+X27RsGsLi4ePv2nc7Ozp07d4bDoYmJiz09Paurq8PDw+l0ur9/e1tb28TExYMHD0xOftvc3BSLxXzfr9VqQohsNnf27JkbN35jmmaxWHr77bc++2zi5MkTX389OTIyMj09HQqFWltbW1ri6+uZkZF9ExMXx8fHPv/8muPYxWLxxIl3vv568p133samTZs2/RGImfHP43m+aRpEhIYLFyZOnXpfSklEeIXv+6ZpArhwYWJs7AMAUkoAzBwEgWmaeIXWWgiBhiAIiEhKCcD3fSmlEAIveZ5nWRZeCoLAMAw0BEEgpSQi/D5mDoLANE285HmeZVn4fcwcBIFpmvgnBEEgpSQiAFprasArmDkIAtM0l5aW1tczr722xzRNvIKZgyAwTRMAM/t+YFkmGjzPsywLf0BrLYTwPM+yLDRorakBf8DzPMuy8Arf903TxB/wfV9KKYTAP0ZrLYRAg24wDAN/QCnFzIZhAPA8z7IsvOR5vmWZALTW1ABAa83MUkr8Ac/zLMvCpk2bNv1LIGbG/5NHjx7v3j2If9qjR4937x7E/0+KxWKlUunq6sKmTZs2bfo3R8yMTZs2bdq06T8+YmZs2rRp06ZN//ERM2PTpk2bNm36j+9/A6WU0o19rNg2AAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
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"confidence": 0.9483359456062317
},
{
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},
{
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{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
"class_name": "flow_chart",
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},
{
"class_name": "qr_code",
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
"class_name": "line_chart",
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},
{
"class_name": "bar_chart",
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},
{
"class_name": "pie_chart",
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},
{
"class_name": "topographical_map",
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},
{
"class_name": "chemistry_structure",
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},
{
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},
{
"class_name": "crossword_puzzle",
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},
{
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},
{
"class_name": "box_plot",
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}
]
}
]
},
{
"self_ref": "#/pictures/25",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
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{
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{
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{
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{
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{
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},
{
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{
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{
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},
{
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},
{
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"class_name": "bar_code"
},
{
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{
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},
{
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{
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{
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{
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{
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"
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"
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{
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{
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"text": "\n\nMay 6, 2026\n<::Three images side-by-side. The first image shows an aerial view of a large building with a green rooftop park, surrounded by roads and a body of water. The second image depicts a modern waterfront building complex with multiple stories, trees, and illuminated ground-floor businesses. The third image features a tall, glass skyscraper dominating a city skyline with other buildings and distant mountains under a clear sky.\n: images::>"
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{
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"produced": []
}
],
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "The properties above are not representative of all transactions. The information provided herein is as of March 31, 2026, unless otherwise noted."
}
]
},
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"captions": [],
"references": [],
"footnotes": [],
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