{"group":{"id":1,"name":"Community","lockable":false,"created_at":"2012-01-18T18:02:15.000Z","updated_at":"2025-12-14T01:33:56.000Z","description":"Problems submitted by members of the MATLAB Central community.","is_default":true,"created_by":161519,"badge_id":null,"featured":false,"trending":false,"solution_count_in_trending_period":0,"trending_last_calculated":"2025-12-14T00:00:00.000Z","image_id":null,"published":true,"community_created":false,"status_id":2,"is_default_group_for_player":false,"deleted_by":null,"deleted_at":null,"restored_by":null,"restored_at":null,"description_opc":null,"description_html":null,"published_at":null},"problems":[{"id":2897,"title":"Image Series 3 Complementary","description":"Find the Complementary of image which is 8 bits gray scale image.\r\n\r\nEach pixel is converted to binary format in the image.\r\n\r\nAfter that take complementary of each pixel.\r\n\r\nIn the end output is converted to uint8.\r\n\r\n input(my photo)\r\n  Gray Scale image \r\n\r\n output is like \r\n \r\n\u003c\u003chttp://lh3.googleusercontent.com/-dCPx5CFfk-I/VMnqE2yCMCI/AAAAAAAAA1A/4t5Ca4zOhRc/w506-h416/abd1.jpg\u003e\u003e","description_html":"\u003cp\u003eFind the Complementary of image which is 8 bits gray scale image.\u003c/p\u003e\u003cp\u003eEach pixel is converted to binary format in the image.\u003c/p\u003e\u003cp\u003eAfter that take complementary of each pixel.\u003c/p\u003e\u003cp\u003eIn the end output is converted to uint8.\u003c/p\u003e\u003cpre\u003e input(my photo)\r\n  Gray Scale image \u003c/pre\u003e\u003cpre\u003e output is like \u003c/pre\u003e\u003cimg src = \"http://lh3.googleusercontent.com/-dCPx5CFfk-I/VMnqE2yCMCI/AAAAAAAAA1A/4t5Ca4zOhRc/w506-h416/abd1.jpg\"\u003e","function_template":"function out = image_complementary(image)\r\n  out=image;\r\nend\r\n","test_suite":"%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\n\r\no=[63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   62   62   62   62   62   62   62   62   62   62\r\n   62   62   62   62   62   62   62   62   62   62];\r\nassert(isequal(image_complementary(A(1:10,1:10)),o))\r\n\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\n\r\no=[62   62   62   62   62   62   62   63   63   63   63\r\n   62   62   62   62   62   62   62   62   62   62   62\r\n   63   63   63   63   63   63   63   62   62   62   62\r\n   63   63   63   63   63   63   63   62   62   62   62\r\n   64   64   64   64   64   64   64   63   63   63   63\r\n   64   64   64   64   64   64   64   64   64   64   64\r\n   64   64   64   64   64   64   64   65   65   65   65\r\n   65   65   65   65   65   65   65   65   65   65   65\r\n   65   65   65   65   65   65   65   65   65   65   65\r\n   65   65   65   65   65   65   65   65   65   65   65\r\n   66   66   66   66   66   66   66   66   66   66   66];\r\nassert(isequal(image_complementary(A(10:20,10:20)),o))\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\n\r\no=[133  122   85  117  125  192\r\n  134  151  100  120  162  211\r\n  144  179  110  126  177  206\r\n  155  174   88  118  150  195\r\n  155  162   86  146  165  213\r\n  166  172  110  162  162  193];\r\nassert(isequal(image_complementary(A(100:105,100:105)),o))\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":22216,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":31,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2015-01-29T08:12:08.000Z","updated_at":"2026-03-04T14:23:00.000Z","published_at":"2015-01-29T08:53:51.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/media/image1.png\"}],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFind the Complementary of image which is 8 bits gray scale image.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eEach pixel is converted to binary format in the image.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAfter that take complementary of each pixel.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn the end output is converted to uint8.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ input(my photo)\\n  Gray Scale image \\n\\n output is like]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" 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of the pixel values for the blue color","description":"Calculate the sum of the pixel values for the blue color, with a picture as an input.\r\nNOTE: The picture will be provided as a matrix of size Height*Width*Colors\r\nTo test your algorithm, you can import the picture to MATLAB with the command 'inputImage=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg')'; and introduce 'inputImage' in your algorithm. The output should be '54784197'\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.440001px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none; white-space: normal; \"\u003e\u003cdiv style=\"block-size: 461px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 332px 230.5px; transform-origin: 332px 230.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 10.5px; text-align: left; transform-origin: 309px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eCalculate the sum of the pixel values for the blue color, with a picture as an input.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 10.5px; text-align: left; transform-origin: 309px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eNOTE:\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e The picture will be provided as a matrix of size Height*Width*Colors\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 31.5px; text-align: left; transform-origin: 309px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eTo test your algorithm, you can import the picture to MATLAB with the command\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-style: italic; \"\u003e'inputImage=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg')';\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e and introduce 'inputImage' in your algorithm. The output should be '54784197'\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 329px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 164.5px; text-align: center; transform-origin: 309px 164.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline\" 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\" data-image-state=\"image-loaded\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function y = sum_blue_pixels(x)\r\n  y = x;\r\nend","test_suite":"% Changed on 11-Jun-2024 to only test a built-in image...\r\n%%\r\npath_to_builtin_image = which(\"peppers.png\");\r\nimg = imread(path_to_builtin_image);\r\nassert(isequal(sum_blue_pixels(img), 11331211));\r\n% %\r\n% x=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg');\r\n% assert(isequal(sum_blue_pixels(x),54784197));\r\n% %\r\n% x=imread('http://grxworkshop.com/wp-content/uploads/2013/11/223-126-guggenheim-large.jpg');\r\n% assert(isequal(sum_blue_pixels(x),120866847));\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":9,"created_by":22877,"edited_by":26769,"edited_at":"2024-06-11T13:53:10.000Z","deleted_by":null,"deleted_at":null,"solvers_count":69,"test_suite_updated_at":"2024-06-11T13:53:10.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2014-02-18T13:35:31.000Z","updated_at":"2026-04-02T22:22:01.000Z","published_at":"2014-02-18T13:36:55.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCalculate the sum of the pixel values for the blue color, with a picture as an input.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eNOTE:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e The picture will be provided as a matrix of size Height*Width*Colors\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTo test your algorithm, you can import the picture to MATLAB with the command\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e'inputImage=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg')';\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e and introduce 'inputImage' in your algorithm. The output should be '54784197'\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"center\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"469\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"898\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"target\":\"/media/image1.JPEG\",\"relationshipId\":\"rId1\"}]},{\"partUri\":\"/media/image1.JPEG\",\"contentType\":\"image/JPEG\",\"content\":\"data:image/JPEG;base64,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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":46913,"title":"How many bytes an image requires from RAM?","description":null,"description_html":"\u003cdiv style = \"text-align: start; line-height: 20.44px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none solid rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 406.4px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 203.2px; transform-origin: 407px 203.2px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 62.4px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.2px; text-align: left; transform-origin: 384px 31.2px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eSeveral algorithms store compressed images at our computers; types such as FIG, JPG, or PNG help software to identify them. On the other hand, whenever we visualize an image on a display screen, it must be decompressed to its total size: displaying a compressed image is utterly incomprehensible to humans. Your task is to compute this total size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 62.4px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.2px; text-align: left; transform-origin: 384px 31.2px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eAn image total size in bits is calculated with the following formula: \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"81.5\" height=\"17.5\" style=\"width: 81.5px; height: 17.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e, in which \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"font-family: STIXGeneral, STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: rgb(0, 0, 0);\"\u003ew\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e is its width, \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"font-family: STIXGeneral, STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: rgb(0, 0, 0);\"\u003eh\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e is its height, \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"font-family: STIXGeneral, STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: rgb(0, 0, 0);\"\u003eδ\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e is its pixel depth, the number of bits used to store color intensity. Usually, image dimensions are easily obtained from any software, but its pixel depth is not always available. Nevertheless, it is easy to guess the latter since:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 80px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 40px; transform-origin: 404px 40px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eBlack-and-white (BW) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehave 1-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eGrayscale (L) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehave 8-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eRGB (colored) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehave 24-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eRGBA (transparency) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehas 32-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 83.2px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 41.6px; text-align: left; transform-origin: 384px 41.6px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eCompute how many bytes an image requires from RAM, given its w, h, and a string informing the type of the image: BW, L, RGB, or RGBA. \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eMoreover, make the results more human-readable by showing them with units: bytes (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"15.5\" height=\"18.5\" style=\"width: 15.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e), KB (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"20.5\" height=\"18.5\" style=\"width: 20.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e), MB (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"20.5\" height=\"18.5\" style=\"width: 20.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e), GB (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"20.5\" height=\"18.5\" style=\"width: 20.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e) rounded to 2 decimal places. There must be at least a non-zero integer value to display it in some units, you should always use the greatest unit possible, and data cannot be stored in less than 1 byte (8 bits).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 20.8px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.4px; text-align: left; transform-origin: 384px 10.4px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-style: italic; font-weight: 700; \"\u003eNext:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 20.8px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.4px; text-align: left; transform-origin: 384px 10.4px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/46973-how-many-bytes-an-audio-requires-from-ram\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHow many bytes an audio requires from RAM? Problem 46973\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 20.8px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.4px; text-align: left; transform-origin: 384px 10.4px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-style: italic; \"\u003eHow many bytes a video requires from RAM?\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function y = image_size(w,h,t)\r\n  y = w/h/t;\r\nend","test_suite":"%% anti-hacking\r\n\r\nfiletext = fileread('image_size.m');\r\nassert(isempty(strfind(filetext, 'eval')),       'eval is forbidden.');\r\nassert(isempty(strfind(filetext, 'str2num')),    'str2num is forbidden.');\r\nassert(isempty(strfind(filetext, 'fopen')),      'fopen is forbidden.');\r\nassert(isempty(strfind(filetext, 'regexp')),     'regexp is forbidden.');\r\nassert(isempty(strfind(filetext, '!')),          'Shell commands are forbidden.');\r\nassert(isempty(strfind(filetext, 'mlock')),      'mlock is forbidden.');\r\nassert(isempty(strfind(filetext, 'munlock')),    'munlock is forbidden.');\r\n\r\n%%\r\nw = 3; \r\nh = 4;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '2.00 bytes'));\r\n%%\r\nw = 25; \r\nh = 25;\r\nt = 'L';\r\nassert(strcmp(image_size(w, h, t), '625.00 bytes'));\r\n%%\r\nw = 11; \r\nh = 13;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '429.00 bytes'));\r\n%%\r\n% 720p resolution\r\nw = 1280; \r\nh = 720;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '112.50 KB'));\r\n%%\r\n% 720p resolution\r\nw = 1280;\r\nh = 720;\r\nt = 'L';\r\nassert(strcmp(image_size(w, h, t), '900.00 KB'));\r\n%%\r\n% 720p resolution\r\nw = 1280;\r\nh = 720;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '2.64 MB'));\r\n%%\r\n% 720p resolution\r\nw = 1280;\r\nh = 720;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '3.52 MB'));\r\n%%\r\nw = 1925;\r\nh = 1083;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '254.49 KB'));\r\n%%\r\nw = 2000;\r\nh = 1007;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '245.85 KB'));\r\n%%\r\nw = 1117;\r\nh = 1050;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '143.17 KB'));\r\n%%\r\n% UHD resolution\r\nw = 3840;\r\nh = 2160;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '23.73 MB'));\r\n%%\r\n% 4K resolution\r\nw = 4096;\r\nh = 2160;\r\nt = 'L';\r\nassert(strcmp(image_size(w, h, t), '8.44 MB'));\r\n%%\r\n% 8K resolution\r\nw = 7680;\r\nh = 4320;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '3.96 MB'));\r\n%%\r\n% 16K resolution \r\nw = 15360;\r\nh = 8640;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '506.25 MB'));\r\n%%\r\n% 32K resolution \r\nw = 30720;\r\nh = 17280;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '1.48 GB'));\r\n%%\r\n% 32K resolution \r\nw = 30720;\r\nh = 17280;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '1.98 GB'));\r\n%%\r\n% 64K resolution \r\nw = 61440;\r\nh = 34560;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '5.93 GB'));\r\n%%\r\n% 64K resolution \r\nw = 61440;\r\nh = 34560;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '7.91 GB'));\r\n%%\r\n% 128K resolution \r\nw = 122880;\r\nh = 69120;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '31.64 GB'));","published":true,"deleted":false,"likes_count":0,"comments_count":1,"created_by":443343,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":15,"test_suite_updated_at":"2020-10-26T20:23:26.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2020-10-18T16:39:34.000Z","updated_at":"2026-03-24T11:49:13.000Z","published_at":"2020-10-18T19:36:52.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSeveral algorithms store compressed images at our computers; types such as FIG, JPG, or PNG help software to identify them. On the other hand, whenever we visualize an image on a display screen, it must be decompressed to its total size: displaying a compressed image is utterly incomprehensible to humans. Your task is to compute this total size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAn image total size in bits is calculated with the following formula: \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003es = w*h*\\\\delta\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e, in which \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003ew\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e is its width, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003eh\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e is its height, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e\\\\delta\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e is its pixel depth, the number of bits used to store color intensity. Usually, image dimensions are easily obtained from any software, but its pixel depth is not always available. Nevertheless, it is easy to guess the latter since:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[Black-and-white (BW) images have 1-bit pixel depth.\\nGrayscale (L) images have 8-bit pixel depth.\\nRGB (colored) images have 24-bit pixel depth.\\nRGBA (transparency) images has 32-bit pixel depth.]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eCompute how many bytes an image requires from RAM, given its w, h, and a string informing the type of the image: BW, L, RGB, or RGBA. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003eMoreover, make the results more human-readable by showing them with units: bytes (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{0}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e), KB (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{10}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e), MB (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{20}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e), GB (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{30}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e) rounded to 2 decimal places. There must be at least a non-zero integer value to display it in some units, you should always use the greatest unit possible, and data cannot be stored in less than 1 byte (8 bits).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eNext:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/46973-how-many-bytes-an-audio-requires-from-ram\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHow many bytes an audio requires from RAM? Problem 46973\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eHow many bytes a video requires from RAM?\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":1368,"title":"Create an 8-color version of an image","description":"This problem was inspired by a tweet I saw from @MATLAB regarding \u003chttp://www.mathworks.com/matlabcentral/fileexchange/37816-the-warholer?s_eid=PSM_3808 The Warholer\u003e.\r\n\r\nGiven an MxNx3 array (A) representing an image and a threshold for each channel (r/g/b), generate a new array (B) whose elements are 255 if greater than the threshold for that channel or 0 otherwise. This means the new \"image\" will only have 8 colors.\r\n\r\nYou may assume that the inputs are on the interval [0,255].\r\n\r\n\r\n\r\n","description_html":"\u003cp\u003eThis problem was inspired by a tweet I saw from @MATLAB regarding \u003ca href = \"http://www.mathworks.com/matlabcentral/fileexchange/37816-the-warholer?s_eid=PSM_3808\"\u003eThe Warholer\u003c/a\u003e.\u003c/p\u003e\u003cp\u003eGiven an MxNx3 array (A) representing an image and a threshold for each channel (r/g/b), generate a new array (B) whose elements are 255 if greater than the threshold for that channel or 0 otherwise. This means the new \"image\" will only have 8 colors.\u003c/p\u003e\u003cp\u003eYou may assume that the inputs are on the interval [0,255].\u003c/p\u003e","function_template":"function B = warholer(A,t)\r\n  B = A;\r\nend","test_suite":"%%\r\nA = randi([51 255],[600 800 3]);\r\nt = [0 25 50];\r\nB = warholer(A,t);\r\nassert(all(B(:)==255))\r\n\r\n%%\r\nA = randi(100,[800 600 3]);\r\nt = [100 255 100];\r\nB = warholer(A,t);\r\nassert(all(B(:)==0))\r\n\r\n%%\r\nA = zeros(200,200,3);\r\nt = randi(255,1,3);\r\nB = warholer(A,t);\r\nassert(all(B(:)==0))\r\n\r\n%%\r\nA = 255*ones(100,100,3);\r\nt = randi(254,1,3);\r\nB = warholer(A,t);\r\nassert(all(B(:)==255))\r\n\r\n%%\r\nA(:,:,1) = randi([0 120],[480 320]);\r\nA(:,:,2) = randi([80 200],[480 320]);\r\nA(:,:,3) = randi([160 240],[480 320]);\r\nt = [150 50 150];\r\nB = warholer(A,t);\r\nassert(all(all(B(:,:,1)==0)))\r\nassert(all(all(B(:,:,2)==255)))\r\nassert(all(all(B(:,:,3)==255)))\r\n\r\n%%\r\nA(:,:,1) = randi([0 100],[480 320]);\r\nA(:,:,2) = randi([80 180],[480 320]);\r\nA(:,:,3) = randi([100 240],[480 320]);\r\nt = [180 60 250];\r\nB = warholer(A,t);\r\nassert(all(all(B(:,:,1)==0)))\r\nassert(all(all(B(:,:,2)==255)))\r\nassert(all(all(B(:,:,3)==0)))\r\n\r\n%%\r\nA(:,:,1) = magic(5)*10;\r\nA(:,:,2) = spiral(5)*10;\r\nA(:,:,3) = toeplitz(1:5)*50;\r\nt = [159 99 149];\r\nB_correct(:,:,1) = [255 255 0   0   0;\r\n                    255 0   0   0   255;\r\n                    0   0   0   255 255;\r\n                    0   0   255 255 0;\r\n                    0   255 255 0   0];\r\nB_correct(:,:,2) = [255 255 255 255 255;\r\n                    255 0   0   0   255;\r\n                    255 0   0   0   255;\r\n                    255 0   0   0   255;\r\n                    255 255 255 255 255];\r\nB_correct(:,:,3) = [0   0   255 255 255;\r\n                    0   0   0   255 255;\r\n                    255 0   0   0   255;\r\n                    255 255 0   0   0;\r\n                    255 255 255 0   0];\r\nassert(isequal(warholer(A,t),B_correct))\r\n","published":true,"deleted":false,"likes_count":4,"comments_count":0,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":62,"test_suite_updated_at":"2013-08-05T02:37:21.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2013-03-20T23:26:39.000Z","updated_at":"2026-03-31T14:55:47.000Z","published_at":"2013-08-05T02:37:21.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis problem was inspired by a tweet I saw from @MATLAB regarding\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"http://www.mathworks.com/matlabcentral/fileexchange/37816-the-warholer?s_eid=PSM_3808\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eThe Warholer\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven an MxNx3 array (A) representing an image and a threshold for each channel (r/g/b), generate a new array (B) whose elements are 255 if greater than the threshold for that channel or 0 otherwise. This means the new \\\"image\\\" will only have 8 colors.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYou may assume that the inputs are on the interval [0,255].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":685,"title":"Image Processing 2.1.1 Planck Integral","description":"Integrate the Planck function in Lambda (um) at T (K) accurately and quickly to find Radiance for a Lambertian source.\r\n\r\nPlanck  Me(Lambda,T) =c1'/Lambda^4/(e^(c2/(Lambda*T))-1) ph sec^-1 cm^-2 um^-1\r\n\r\nc1'=1.88365e23; % sec^-1 cm^-2 micron^3\r\n\r\nc2=1.43879e4;  % micron K\r\n\r\nMe = integral ( Me(Lambda,T) ) at T over a range of Lambda\r\n\r\nRadiance  :    L = Me/pi in units of ph sec^-1 m^-2\r\n\r\nInput:  (3.0 5.0 250)  : From 3um to 5um at 250K\r\n\r\nOutput:  4.9612 E+018  : units ph/sec/m^2/ster\r\n\r\nPerformance Rqmts: \r\n\r\nAccuracy: \u003c0.001% error\r\n\r\nTime: \u003c100 msec (using cputime function)\r\n\r\n\r\nCorollary problem will include spectral transmission and emissivity.\r\n\r\n\r\nIR Calibration Reference:\r\n\r\n\u003chttp://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\u003e","description_html":"\u003cp\u003eIntegrate the Planck function in Lambda (um) at T (K) accurately and quickly to find Radiance for a Lambertian source.\u003c/p\u003e\u003cp\u003ePlanck  Me(Lambda,T) =c1'/Lambda^4/(e^(c2/(Lambda*T))-1) ph sec^-1 cm^-2 um^-1\u003c/p\u003e\u003cp\u003ec1'=1.88365e23; % sec^-1 cm^-2 micron^3\u003c/p\u003e\u003cp\u003ec2=1.43879e4;  % micron K\u003c/p\u003e\u003cp\u003eMe = integral ( Me(Lambda,T) ) at T over a range of Lambda\u003c/p\u003e\u003cp\u003eRadiance  :    L = Me/pi in units of ph sec^-1 m^-2\u003c/p\u003e\u003cp\u003eInput:  (3.0 5.0 250)  : From 3um to 5um at 250K\u003c/p\u003e\u003cp\u003eOutput:  4.9612 E+018  : units ph/sec/m^2/ster\u003c/p\u003e\u003cp\u003ePerformance Rqmts:\u003c/p\u003e\u003cp\u003eAccuracy: \u0026lt;0.001% error\u003c/p\u003e\u003cp\u003eTime: \u0026lt;100 msec (using cputime function)\u003c/p\u003e\u003cp\u003eCorollary problem will include spectral transmission and emissivity.\u003c/p\u003e\u003cp\u003eIR Calibration Reference:\u003c/p\u003e\u003cp\u003e\u003ca href=\"http://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\"\u003ehttp://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\u003c/a\u003e\u003c/p\u003e","function_template":"function Radiance = Calc_Radiance(Lo,Hi,T)\r\n% Lo wavelength um\r\n% Hi wavelength um\r\n% T  Blackbody Temperature (K)\r\n\r\n  Radiance = T;\r\nend","test_suite":"%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\nlo=3.0;\r\nhi=5.0;\r\nT=250.0;\r\n% Radiance = 4.96124998 e18 ph/m2/sec/ster\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\nrad_correct = 4.96124998e18; % ph/m2/sec/ster\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))\r\n%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\nlo=3.0;\r\nhi=5.0;\r\nT=300.0;\r\n% Radiance = 4.1826971 e19 ph/m2/sec/ster\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\nrad_correct = 4.1826971e19; % ph/m2/sec/ster\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))\r\n%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\nlo=8.0;\r\nhi=12.0;\r\nT=280.0;\r\n% Radiance = 1.37122128 e21 ph/m2/sec/ster\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\nrad_correct = 1.37122128e21; % ph/m2/sec/ster\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))\r\n%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\n\r\n% Add random to block answer writers\r\nlo=3.0+rand\r\nhi=5.0+rand\r\nT=250.0;\r\n% Radiance = To be calculated ph/m2/sec/ster\r\n\r\nc1p=1.88365e23; % sec^-1cm^-2micron^3\r\nc2=1.43879e4;  % micron K\r\nsteps=1000;\r\n\r\nx=lo:(hi-lo)/steps:hi;\r\n\r\n% Planck Vectorized for Trapz\r\ny=1e8./(x.^4.*(exp(c2./(x.*T))-1));\r\n% Leading 1e8 is for numerical processing accuracy\r\n\r\nz=trapz(x,y);\r\nrad_correct=z*1e4*c1p/pi()/1e8 % 1e4 normalizes from cm-2 to m-2\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2012-05-14T04:31:21.000Z","updated_at":"2025-12-10T03:26:46.000Z","published_at":"2012-05-14T05:39:19.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIntegrate the Planck function in Lambda (um) at T (K) accurately and quickly to find Radiance for a Lambertian source.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlanck Me(Lambda,T) =c1'/Lambda^4/(e^(c2/(Lambda*T))-1) ph sec^-1 cm^-2 um^-1\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ec1'=1.88365e23; % sec^-1 cm^-2 micron^3\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ec2=1.43879e4; % micron K\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eMe = integral ( Me(Lambda,T) ) at T over a range of Lambda\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eRadiance : L = Me/pi in units of ph sec^-1 m^-2\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eInput: (3.0 5.0 250) : From 3um to 5um at 250K\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutput: 4.9612 E+018 : units ph/sec/m^2/ster\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePerformance Rqmts:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAccuracy: \u0026lt;0.001% error\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTime: \u0026lt;100 msec (using cputime function)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCorollary problem will include spectral transmission and emissivity.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIR Calibration Reference:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"http://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ehttp://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":2889,"title":"İmage Series 1 OR","description":"Given two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example \r\n\r\nfirst input is 4 if we convert it binary  we get 00000100\r\n\r\nalso each pixsel is converted to binary format in the image\r\n\r\n00000100 (OR) image(binary format)  which produce output image that is the binary format\r\n\r\nin the end output is converted to uint8.\r\n","description_html":"\u003cp\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/p\u003e\u003cp\u003efirst input is 4 if we convert it binary  we get 00000100\u003c/p\u003e\u003cp\u003ealso each pixsel is converted to binary format in the image\u003c/p\u003e\u003cp\u003e00000100 (OR) image(binary format)  which produce output image that is the binary format\u003c/p\u003e\u003cp\u003ein the end output is converted to uint8.\u003c/p\u003e","function_template":"function out = image_or(image,number)\r\n  out=image | number;\r\nend","test_suite":"%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=12;\r\nd=[12\r\n   13\r\n   14\r\n   15\r\n   28\r\n   29\r\n   30\r\n   31\r\n   44\r\n   45\r\n   46\r\n   47\r\n   60\r\n   61\r\n   62\r\n   63\r\n   76\r\n   77\r\n   78\r\n   79\r\n   92\r\n   93\r\n   94\r\n   95\r\n  108\r\n  109\r\n  110\r\n  111\r\n  124\r\n  125\r\n  126\r\n  127\r\n  140\r\n  141\r\n  142\r\n  143\r\n  156\r\n  157\r\n  158\r\n  159\r\n  172\r\n  173\r\n  174\r\n  175\r\n  188\r\n  189\r\n  190\r\n  191\r\n  204\r\n  205\r\n  206\r\n  207\r\n  220\r\n  221\r\n  222\r\n  223\r\n  236\r\n  238\r\n  239];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=190;\r\nd=[190\r\n  191\r\n  254\r\n  255];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=191;\r\nd=[191\r\n  255];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=uint8([ones(3,3) zeros(3,3)]);\r\ng=60;\r\nd=[60\r\n   61];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=uint8(magic(8));\r\ng=60;\r\nd=[60\r\n   61\r\n   62\r\n   63\r\n  124];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":22216,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":22,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2015-01-28T12:53:09.000Z","updated_at":"2026-01-19T17:54:45.000Z","published_at":"2015-01-29T08:52:51.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003efirst input is 4 if we convert it binary we get 00000100\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ealso each pixsel is converted to binary format in the image\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e00000100 (OR) image(binary format) which produce output image that is the binary format\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ein the end output is converted to uint8.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":2896,"title":"İmage Series 2 AND","description":"Given two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example \r\n\r\nfirst input is 4 if we convert it binary  we get 00000100\r\n\r\nalso each pixsel is converted to binary format in the image\r\n\r\n00000100 \u0026 image(binary format)  which produce output image that is the binary format\r\n\r\nin the end output is converted to uint8.","description_html":"\u003cp\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/p\u003e\u003cp\u003efirst input is 4 if we convert it binary  we get 00000100\u003c/p\u003e\u003cp\u003ealso each pixsel is converted to binary format in the image\u003c/p\u003e\u003cp\u003e00000100 \u0026 image(binary format)  which produce output image that is the binary format\u003c/p\u003e\u003cp\u003ein the end output is converted to uint8.\u003c/p\u003e","function_template":"function out = image_and(image,number)\r\n  out=image \u0026 number;\r\nend\r\n\r\n","test_suite":"A=uint8(magic(8));\r\ng=6;\r\nd=[ 0\r\n    2\r\n    4\r\n    6]\r\nassert(isequal(unique(image_and(A,g)),d))\r\n%%\r\n%test 2\r\n\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\nA=A(3:20,40:45);\r\ng=12;\r\nd=[ 0\r\n    4\r\n    8\r\n    12]\r\nassert(isequal(unique(image_and(A,g)),d))\r\n\r\n%%\r\n%test 3\r\n\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=255;\r\nd=A;\r\nassert(isequal(image_and(A,g),d))\r\n\r\n\r\n%%\r\n%test 4\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=0;\r\nd=0*A;\r\nassert(isequal(image_and(A,g),d))","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":22216,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":23,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2015-01-29T07:42:22.000Z","updated_at":"2026-01-13T14:52:15.000Z","published_at":"2015-01-29T08:53:25.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003efirst input is 4 if we convert it binary we get 00000100\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ealso each pixsel is converted to binary format in the image\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e00000100 \u0026amp; image(binary format) which produce output image that is the binary format\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ein the end output is converted to uint8.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58936,"title":"Find the 2023 Russian Lunar Lander (LUNA-25)","description":"Locate the LUNA-25, 2023 Russian Lander, by comparing Pre and Post-Landing Lunar images. \r\nGive the [row,col] of the approximate center of the lander.  The images are cropped/aligned to +/- 1 pixel at center.\r\n[RUr,RUc]=LunarLander(Base,PostLanding)\r\n \r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 633px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 316.5px; transform-origin: 407px 316.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 301.5px 8px; transform-origin: 301.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eLocate the LUNA-25, 2023 Russian Lander, by comparing Pre and Post-Landing Lunar images. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 358.5px 8px; transform-origin: 358.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGive the [row,col] of the approximate center of the lander.  The images are cropped/aligned to +/- 1 pixel at center.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 138px 8px; transform-origin: 138px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e[RUr,RUc]=LunarLander(Base,PostLanding)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 513px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 256.5px; text-align: left; transform-origin: 384px 256.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 144px;height: 140px\" 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\" data-image-state=\"image-loaded\" width=\"640\" height=\"362\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [RUr,RUc]=LunarLander(Base,Landing)\r\n  RUr=0;\r\n  RUc=0;\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='Crash-site.png';\r\n %https://drive.google.com/file/d/1T-4qozYHVn6DBlQCsjmymeQW1GSbu3wq/view?usp=sharing\r\n url='https://drive.google.com/file/d/1T-4qozYHVn6DBlQCsjmymeQW1GSbu3wq/view?usp=sharing';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 244KB Time: %.1f  sec\\n\\n',toc); %244KB download Time, about 1 sec\r\n \r\n cs=imread('Crash-site.png');\r\n cs=cs(:,:,1); % PNG is greyscale so need only 1 layer\r\n figure;imagesc(cs);\r\n axis equal;axis tight;xticks([]);yticks([]);colormap gray\r\n cs(1:31,:)=[]; %Croppings White/Labels\r\n cs(311:end,:)=[];\r\n cs(:,1:2)=[];\r\n cs(:,end-1:end)=[];\r\n\r\n Base=cs(1:end-1,16:317); %Aligned Images Extraction    \r\n RU25=cs(2:end,320:621); \r\n \r\n [RUr,RUc]=LunarLander(Base,RU25);\r\n fprintf('Predicted Landing Site: %i  %i\\n',RUr,RUc);\r\n \r\n delta=RU25(RUr-5:RUr+5,RUc-5:RUc+5)-Base(RUr-5:RUr+5,RUc-5:RUc+5)\r\n\r\n valid=max(delta(:))\u003e175;\r\n \r\n figure;imagesc( conv2(double(RU25(:,:)-Base(:,:)),ones(3)/9,'same') )\r\n axis equal;axis tight;xticks([]);yticks([]);colormap jet\r\n \r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":1,"comments_count":3,"created_by":3097,"edited_by":3097,"edited_at":"2023-09-02T02:37:34.000Z","deleted_by":null,"deleted_at":null,"solvers_count":5,"test_suite_updated_at":"2023-09-02T02:37:34.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2023-09-01T17:14:45.000Z","updated_at":"2023-09-02T02:37:47.000Z","published_at":"2023-09-01T18:01:02.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eLocate the LUNA-25, 2023 Russian Lander, by comparing Pre and Post-Landing Lunar images. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGive the [row,col] of the approximate center of the lander.  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rvsk7eLxOJhKLRqM1ntVo1rCL5H0xgeG5iUafTMWzyVZfBIB4IBJRKpQxX8XcItZ8TbMEr94FAQPV6XclkUpOTk1q2bJnq9brK5bIKhYKRw2q1qmQyqW63q1qtplKppFKppGw2a2NmXb2a5xM5xuOTe4/fkClwymMp/u7xg/Xzc4g9e0JAggKxi0QifUkDRCsajdocSbL15TreDkhs8B1vSzwHn4dEsa7MdzKZVK1Ws8+BA4uLi4rFYkomk4Yj8XhcwWDQ4jvco1Ao9MUn4gCEjLhPYoSf+hhWLpcNIyG+/AzfKJVKdh0SdK+4Il6Ew2Gl02n7HeONxWJ9SSy24gUVBIXBVzabNS6TTCZtzMQk7B17ezr116+bJ9bSHxRABnnfffdp2bJlyuVytvgQg8XFReVyOWPxgAMPee+99+rhhx/WmWeeqd/+9rf6t3/7N91yyy3asWOH3vSmN2l2dla//e1vbWEKhYKCwaCy2axCoZDm5+d1+OGHq16v28IFg0E99dRTGhkZUSaT0a5du9RsNrVq1SqFw2FlMhkjijt27NDo6KgajYZl5Nu2bdPCwoIpYpVKRfl8XmNjY8rlcorH41q1apXy+bzuuusuveY1r1GlUtGKFSt02GGHqd1ua7/99tMRRxyhI444QpOTk1pYWNCmTZt07LHHanx8XJ/97Gc1MjKiAw44QG9/+9t14YUXatmyZQqHw5qenlaj0VA8HjfwQEkYVKZ8kMdhANdoNGrXOfjgg5XP59Vut5XJZNTr9RSPxy2ooYREo9G+zBQnajQaKpfL9vtut2tkBceAPPJ3X+r2JUrsBiCNRCLmZD4b5Xq1Wk07d+7sU7t8ZktW1Gw2DVgANIzZlxh5JgDfjxUwhCB6cPWZFwGJYC7JgIsEpNvtGqGv1WpWEvHKB8+Es5KletLJvEBevPpVKpUsWwREeTaemwBDsItEIsrlcqZU1Ot1C/hk1pVKpQ8A/DwCFJIsg4ZkBQIBpdNpW2/m3SsSvB8l1wemRCKhxcXFPqWAe8XjcVMYfXIJ+YEMY/cQ7Hg8bllyJBKxoJzP55VKpYykDSo/nU5H+Xxe8/PzWrZsmSnQkiwIplIpzczM6Kc//amOP/54PfHEE2o0Gjr55JO1detWXXXVVX3tFyeddJI2bNhgamGz2dTll1+uTqejc845R4899piR6kGADgaDNl+VSsVU4F6vp2QyaUlvo9FQJpPRxMSEms2mYrGYKZrz8/NqNpuq1WoKh8Oan5+3JH7FihWan583f7r77rv15je/WaeffrqefPJJffKTn1QsFlMmk1GlUtHOnTu177776tFHH9WRRx5pCShY7O0H26tUKpYMoShhD+FwWPV63eyIoBwIBDQ/P2+qNRjl1X8UHeyBis/TkT8SGBIHyAY25G2doA6uYPtgCH4ryYgn1RzWrd1ua8WKFTrkkEM0NzenXC5nSToKJ8IEa+6TkMGeWa8o4QORSMQ+43ERAoXfgQ+S+hJ2Xzb1iZLHUcY4mCyyjj5pB4NIhEqlUt9n+bdPBPDZTqejTCZjcYGEmmSN+yA6EPdIEr2qBaFCcet2u6pUKn324ONnIBBQMpm02Et1S1Lf/EHIPOGDe3iC5m3Gl6Ahrryf+IqPEzdisZhGRkZsvbzwwbMRp3wCHA6HDZuj0ajy+bxmZmYUjUatmjaYPPvyuPeVp3sZAbzvvvt0yimnqNvt6gtf+ILuuecefeADH9Dhhx+uLVu26Oyzz9YFF1ygmZkZvfvd71a1WjUiKEknnXSSfvOb36jb7erss8/WhRdeqCuvvFJnnnmmzj33XH3lK1/RMcccI0lavny5JKlSqVgmhXOGQiH9+7//u5773Odqenpal112me655x69613v0vXXX6/ly5frVa96lY477jjdddddajabetvb3qZnP/vZet/73mcTfcMNN+iyyy7Tvvvuq+uvv16XXXaZTj/9dN16661av369PvzhD+v222/XJZdcomc84xnKZrN65Stfqeuuu06vfe1rJS3Ju0ceeaR+9rOf6bTTTrMF2Lhxo1auXKnp6WmdeOKJ2rhxoz71qU9p+fLlWr16tSmdV199tZrNps4//3yFw2HF43GVy2WNjo72GdwgCcSoITYETXokfE+CL11FIhEzOsgMkn+329V+++2nJ598Uvl83rJHAMZL+N5BvKqDkflgABnKZDLmDB6AyG4oUQFG3JfMs1ar2Xt8ywFOwnu4L+OiZQBH8uVqgLXZbKpardrfcWAyWECVgASYExyq1arNL0SG93c6HQuGvrQy2Jfks0Ycmxe278s63APH5X6AEX9HAeF+/I3roIazBvl83sqkkBcPdtgY8wkQ+7XiPhA1iHEqlbIgSjCsVCp9aidqIQSawIxqyprgEyhFkjQ8PGwBGVv0wZ5599m5L1E/8MADVl4kIGJbTz31lNasWaMLL7xQ//zP/6w3v/nNmpqa0le+8hVt375d9957rx544AEL+B//+Mf1rGc9y0hHtVrVy1/+ctXrdVPayuWyyuWyqaDY9uTkpK0r5WXUPhQP5pbnYG4IWCTFKFWhUEgnnHCCNm/erA0bNqhcLmvnzp3auHGjbrvtNl166aX613/9V42Pj+umm27SJz7xCe3atUvHH3+8Nm3apKeeekp33HGHnv/85+uYY44xXxskgKwlQZWSqw+MvBcCj78ODw8rGAxa8t1oNPpaS+r1uiqVirrdroaGhpRIJGz9uAYEEZKAf3ui5XEK2/BVAD9mnqVYLKpQKJjfeJvElhuNhvbs2WPlPF8lGaxOYHMQCsbBfx4jPC4Mtt9IsiQLMuNtOxqNWpnVYy/Yyb8hIf4VCAT6VCqu69XJp1Pm8WH+5svH0t5k0le9/HNyLeaJ9ffziAjEvVHRUBERj7gu8wZx9nEUUcI/KwlGLBbrU0e9isx/XAsS7BNMSYabPB/X90kzwgrvQZTCFmu1mil7vvID9iJqjY2NaXJyUvPz81pcXOzDem9f+KF/+USeVxijS6fT+sIXvqBzzjlHRx11lP7pn/5J55xzjjZt2qSXvvSlymazOu644xSJRHT//ffr+OOP1/j4uE3sAw88oAceeED777+/tm3bpvXr1xvTX716tV72spfpzDPP1C233KKvfe1rOv300yUtqTCUmgm8tVpNn/zkJ/XBD35QJ554or7+9a/rzjvv1Iknnqjx8XH94he/0KmnnqpXv/rVestb3qKTTjpJl156qX70ox/pQx/6kG699Vb9/Oc/1wknnKBEImHk9e6779bnPvc5bdy4Uc997nN14okn6vOf/7ze+MY3qtFo6LbbbrOSJuWVG2+8UTfccIO+/vWv69prr1WxWNTu3bt12GGHKZfL6aKLLtKVV16pe++9V0cccYQeeugh7bPPPvrMZz6j4447TolEQo888ogOP/xwbdiwoS+gNxoNJZNJlUolK79RsgUkKDOSJVMGZt59ZuIzEnoiceZKpaKtW7caSUSlgRChlEH+cBrfX+F7CL2DhUIhC+o+2A8NDdlnG42GlbIhheVy2ZyFklsmk+lTfgACSRZEk8lkX9ZIYGXOfDmGefEla8CrVqtZNjkIvL6vCMcF+AAIlA4/zwsLC8pmsxoeHrayJ2QeAAEQIJWBQEBDQ0N9QZ7rm6P+IVAC0IBcPB63JADAYP0CgYAqlYqt5ezsrNLptDqdjr3f+520lJTRu0sGj435vj9fZvO9SwA1hAbgWlhY0OLiYl/gg1ATbJlHgJh5Q4mCxPpgkkqlrBcIH+LvqP7YOiUenhd7rVQq2rZtm772ta/ptNNO0ymnnKIvfvGL+t73vqedO3cqk8no5ptv1u23366hoSGFw2GdeuqpmpubUyqVsswfH9m9e7euueYaVatVPec5z9Hk5KR+8pOfaGRkRKeddppuvPFGHXPMMXrssce0detWhUIhvfzlL9eDDz6oYDCoF7zgBXryySd1//3369hjj9Xs7KweeOABvf71r1exWNT3v/99nX766er1errjjjuUTqd1/PHHa9myZfrc5z6nVatWKZPJKJvN6u6771an09Gjjz6qF7zgBQqHw/rQhz6kd7/73frQhz6kq6++Wr1ez/reIpGInnjiCS0uLmrt2rU6+uij9ZOf/EThcNiqNdgdc+0VYd+SwloTHFFGMpmMrR1rTDIKBvE3MIDxoSiDGdiiT1p9ide3Qnib8sHS/9uXOrEjFHYCPf3p+KhPvkisuRe4wrzQg0irApiCPzHWwQQcHPXj9lUZ7BksZzz4J1Uh8AOyTlkRrOH3VGIgmYyfpM0TDYQACNafSig9MePfqF8QfuZ6aGhI0Wi0b+8BySBVDk+wiAceV1AemVdva8w/dubVa+YdbPdJJxjnS+SDbRD+RQyt1Wp9RJPxJZNJLSwsWFvXoMrNmuTzedXrdY2Pj2toaEjDw8N/1B/rq0rSEifw+zJIzv0rzIIFg0Ft27ZNnU5HZ599tm6++Wadd955evjhh/XNb35T8/PzWrVqlbLZrGVAlJe63a6OOuooSdLmzZv1d3/3d/rqV7+qk08+Wd1uV8PDw/r973+vM844Qx/5yEf0s5/9TG984xu1//77q16v95XiMN5Wq6Uf//jHev7zn69f/vKXeuihh3TmmWfq1ltvtd66brer733ve3rxi1+slStX6sMf/rDe9ra36SMf+YhWrVqliYkJA/7JyUk9+OCDOvzww3XJJZfoHe94h370ox/pG9/4hiYmJlSv11UoFLRhwwZNT09r+fLlikQiOvLII/WsZz1LJ598sr7yla/omc98pu6880599KMftYVfuXKl9uzZo7m5OY2NjenKK6/UG97wBmP41157rd761rfq1ltvVTqdNuWIMkg8HjeSNzQ0ZGqXJCMJc3NzyufzWr9+vSRZRur7xQjqZMkAOnPqAYKMkGA9SIC8c/vysFefvBrpy9YoaahllCQZF5t3APJEImEAC9FFOo9Go9Z3RLaUSCSMnDFHjBsnZRzYEtkqSiPZfa1WUywWM0DwTeSSDDR9huczrnQ6bYAO4YA8MU5fivIbHlAaAMl4PG69rAQQfMwHNa/SerLoS3SsEUGaMiJKBwogc0PyUSqVjKBDcFkbSD62AvkGWFFak8mkPTObBAjEABLENRAIWNsCvT0khD6B8O0SYBa2jrrjVQjWlsDAdbAH2id4LS4u6rvf/a71CvukaL/99tOWLVu0Z88eFQoFbd26VS9+8YvV6XRULBYtcKXTadVqNeXzeX3605/WUUcdpQsuuEDr16/XHXfcoR//+Me64oor9JOf/ESnnHKKKpWKfvvb3+ruu+/WBz7wAX3sYx/T/Py8Hn30UYVCIV1yySV673vfq1NPPVU//elP9e53v1tbt27VHXfcofPPP1/Dw8O67bbbdMIJJ+iFL3yh1q5dqxNOOMGa/QlUy5cv14YNG3TLLbfogAMO0NzcnM455xwdcMAB+uxnP6sf/vCHOvjggxWNRvX+979fF1xwgX76059q06ZNuuqqq3TdddfpG9/4hjZt2mRYQ0KCCug3V/gWEnDdq5mDCiz2RPDGvr0yBo7E43EVCgVTCtkAh53hx9gqRIb7+OSaZ/ivXrRVMA4fmAeJpk9ewHOvSHrVHPzyCjUEwd8DrAC78AX8nDmCzOCXYBJ45XsP/XMz9nK5bOTar6NXcnlxLSpNEDC/yQiMJXmm73CQxEJKwPpUKmV9efg1PoxPEvdoAQGLsTFfPePe0lLCIakPyz0h5UXywrjoV/QtNn6ToccjHy/BFQg8SSnVnkqlYqQPex0k9x6jGo2GduzY0TdWkg1pb3z3CjgkWNq7y75PAeQH/kg5FsOp1Wpav369HnzwQT344IO67777LIOempqSJAM9ev9yuZwOPPBAHXrooUqn0zrwwAN1yCGHaMOGDfqXf/kXvf71r1epVDIW7SVz34hJQyXAPzc311eik6QnnnhC4+PjCgaD2rlzp7LZrKanp/W9731Pa9eu1QMPPGAkSVraqTM+Pm5Et1qt6s4777SAus8++6jRaKhWq+n3v/+9Nm3apLVr1yqVSulLX/qS7rnnHl1++eU6++yz9eUvf9mujSFSCrv++uv7jPDmm282QEK56nQ6tguY4IlqhBNR8lm/fr3m5uas74EdigAGTeYEci+ro2hWKhWtWbOmbxcSqg6ECeDy5Q3vIN7IUMf8phPmg/4QwN2XCrl+rVbT+Pi4EVWyLrIjv2OQhvx8Pi9JpmT5LB4A8lmw7z1jXiWZggHhAZjpj0HR4vnYcRqJRFQul41c0LAMWYKIMDf4EYDoy6nJZNIUb2/r4XBYlUpFjUZDQ0ND9hlsguf2a0TJjmdGfeDf+Xzesn0UWYCL5MErhxMTE+Z3nngRGMhquRfX8L02+BwATcIDofSqD89C8OZ3gLZX+Lgn81ksFu13rNHQ0JAlJRA0v8aeWHe7XR144IG68847dcQRR2jjxo1661vfqt27dysUCunQQw/Vueeeq/e973065ZRT9KIXvUinn366XvCCF1gw9HMKob744ot11FFH6dvf/rbe9a536ctf/rKOOOII/cd//Iee+cxn6t5771UoFNJ73/tevf/979fFF1+sX/7ylzrppJOUzWZ13XXX6XWve51uuukmfeQjH9GWLVv0zne+U1/96lf1kpe8RDMzM/rOd76jiYkJfec739Gxxx5rFRXs8e///u918skn6z3veY8uueQSNZtN/fznP9dnP/tZrVixwhLFm2++WW9+85v1sY99TEceeaSmpqb05S9/WWvWrNErXvEK3X777XrhC1+oFStW2JzxrCjXEBPK2PQrdjpLO7Wr1aqWLVvWR84gcWzWGtwJyaYkdpJyz2g0aljrfRWC6kknfoH/8F6vZkPEfLUAokhVxhMkSIivNEDC8Cka7iEAnnyiGtdqtT8qs3u1nzHhH4OExfcCehIKxlMNAmMZj09mIddsUkCRo9ohyTCO5JL2LRJ4T4bAHv95VDS/y9tXOXxSTHkUBRFijC1B0Lgf7+FnlM16vW6JHhUYnzwnk8k+4WJQeQsGg/bcbFDBBnx52CuHvCBafs6Zb7/5in532umI2VyDOOs3mrDukFTu5VVX1heBh+f1vis5AohUClnACbZv364f/vCHeulLX6r9999fmzdvtp62RqNhu93uv/9+PfDAAzr33HNVr9d1yimnqFar6eGHH9bq1asVCoUs4AGWTJ5npShfXrbH8DiSA+cPBoOamJjQ7Oys1q5dq6mpKc3OzurAAw/UPvvso3e84x06+eSTtX37dp1++ukaGhpSNpu1RuHrr7/eSCWTigO1220Vi0XdfPPNestb3qK5uTlls1m96EUv0lVXXaVXvvKVfaUHyBfH1rzpTW+yPoVNmzZJko499lhJ6nP8VqtlmS1lXRYbYOv1esrn831qHnOSy+WsFM/csiED8pVKpbRs2TLt2rXLjIxdnuzixLm63aVNNbVaTSMjI30B3veGeVUNB/fg32q1DNjJCgnePBs9UhgxDsJYUDTJnggaSPi+v8Urfr6ki1N7VcD3d5Bh8lwAGIoGwOQzPMAMBxvsu4M0kdTgqCgCbFQCPHfv3q0nnnhCz3rWs/rK7Z40SnvLCSiGZMBeOcW3PBHzjcjcc7DvENBhTVH8IO75fF7lctlsjUZwgNKX+NjggE36/kkCgx8fcwZ5Yy19Dxg26rNjX0rC9vAZiCyZtt+QQYbNXVAAACAASURBVD+VJ8mSND09rVAopJtuukkbN27US1/6Uh1++OG6/PLL9fWvf13HHnusfvCDH2hsbExnnHGGcrmcjQu1zSsT09PTmpyctPfQ3uCBvt1ua82aNSqVSjrkkEMsqFYqFV155ZVavXq1Xv3qV6vX62l2dlbHHXec3vOe9+iCCy7QIYccovn5eZ111lnatm2blXL9RoJNmzZp/fr12rlzp8455xzNzs7qPe95j77//e/rda97nU75Q983iUuz2dSxxx6rqakp3XjjjWbnJD5gC/NPCZM+Wd+TW61W+/rDqtWqisWiqaZ+Byi25jctsb7YkO8nJaD5ADyYnPqeuEHlidjinw9/9YqZ3+3slUps1JM1H3x9WR3yyr2ermTrqytc31/XjxmcCgaDyufz5iu+bYdYTgLkSbD/maQP3J6cnFSlUjFVnvH4PjaqCihixMF0Om0bsUjKWAeSeMQOKiT8nEwm+45f8hsrwF+uVy6XrQeTOIj/gUussz8Gxlevut2u/Y37IDr4ihfPDu/wGElMYi18wsv78AWEEU8uGYePHdzTJ/teYfequVf7vCLvCSGxgjjm27ikPxBAsvBgMKj5+XnrayErq1arWrdune68806ddtppisVitgWbOvkLXvAC/ehHP9ITTzwhSXZGYL1e169+9SsdffTR2rp1q8466yxt3bpVK1euNJWPOj/smsZM+gJssH9gvQTQTqejc889V8ccc4yi0ah++tOf6i1veYvq9brS6bQeeeQR7dmzRzfccIM2b96sSqWixx9/XOvWrdM111yjU089VYcccoi+853vqFqtampqSj/4wQ90zDHHaHR0VPvtt58uu+wyfeUrX9FZZ51lE37LLbfove99b18Wsri4qGXLlimfz+sjH/mIPv/5z+tlL3uZer2e7rzzTj3vec+zYCXJDMPvdu12l3abslsKZ2eeU6mUKSIYPQohhttoNPTwww8rHo/r8MMPt76pVCqlFStWWE+NV2AJnBwJMzU1pVwuZ0bsSzGomjgZxoia6J2BEqgHHrI/MlMyT99HRvAa3FXMLkgyHQAO8kPgp6wO0EK0CVg4gz/Pyl/HZ21ehvdk3wM168jzoxAwTwQonhNCHYlENDk5qVQqpV/96lcql8t23Ak+wLW5hu8xAsyYM56f5/b9pD6g+CAKkGDHHox8KWN0dNQADGWOgMcL0EHd5ZxE1FBPGCORpSN4/MYcfx1fUsT3/dh8sPRkiuABOSAh43kpzwO+4XBYq1at0szMjMbGxnTRRRfpla98pUZHR3X88ceb6r5y5Uo7++2xxx7T2NiYduzY8UebfSDf3W7XlDFP0r2CwNghjZCfRx99VNu2bdMb3vAGrVy5Uvfdd5/uuOMO81VspNFo6Nprr9XKlSs1NDSkSCRiCTn9tfvuu69OOukk/e53v9Pznvc8xWIxff3rX9dZZ52l6elpWxfIMT3J99xzj1772tcqnU5r586dCgaDOvrooy2A+2Z736qxuLhoyjA+lEgkNDY2puHhYZXLZS0uLvaVdcEZkh9PzFAYi8WineAwPj5ubTQ+oUFdoWeURNe3KbDu2CLrwTrwHmnv7kxf8mVdIUMQQaoVrDH+5xNQ5pp7kOB6MuCrW9wTrMBevJLIc4PLfIbn9j22kEJfroU8MhafVNOewjz6ViGeORLZe5A9Z+xyniMVEQgmRziBIx7vSR79HHm7BP+IKcQcEj0wj3XA/qikoLIyL9Jeosa1uSebQ7gmOMt6+n5D7IE4jE2AxZ6Ukhx4Au5J4WBi4lVVsBrbo+rnFVXuAdHz4o33DX9GrSmA1WpVV199tZWcpqen9bOf/UwbNmzQq171Kl155ZV63/vep0svvVTXXHONrr32Wn3+85/XypUrlcvllEgkND8/rze84Q128Vwup1tvvVXPfe5zdcUVV2jlypW65ZZbdMYZZ+iQQw5RLBazen8mk9FXv/pVC9Bf+MIXzFHuv//+vrLUFVdcYYHsa1/7mq688kqtWrVKH//4x+0sp29+85v6zW9+ozvuuEMvfelLdeONN2piYkLnn3++PvWpT+niiy/WTTfdpKuvvlpnn3223v72t+uMM87Qk08+qUAgoJ07dyqRSOixxx7Txz72MV133XVatmyZHnroIZ1//vnKZDKKx+P6xje+YUHmyiuv1CmnnKLHH39cX/rSl/TLX/5S5XJZb3zjG7VmzRp1Ont3NMLSfa9YqVTqK+lyDlulUunbBQU5okSIahuNRnXIIYdoYWFBW7dutSyuWq1qbm7OAJVePM4RIlulFw9DomSIs3mJ3/fQ8H/KDF6ZweAhYjhTNBrV0NCQOQGA63fGsQEEJZHxeKCEzHhigBLhMzqICaQkHo9bZuxLSAQegjZ/4/++RMQ6+jIgYO3LEsxnOLx0buXExIRCob3nPq5Zs8b6/pgfD1KD5A0S5pVET8R8aRgS6lsUAHVIKUSu1+tZlst6cMYgCRngn06nLQtHLSQ5AYg5EJjn8P18kEiO3BgMfp4QDs67V3D5DxuSZCDJkSokA1zT3wOFZOvWrfrBD36gDRs2aGJiQrt379bMzIyKxaJuu+02XXTRRarVanrkkUf00Y9+VOedd571PXv79SqzJCuDNhoNTUxMaMWKFX0ENxKJaGFhQU8++aQKhYL1AWcyGW3btk3PfOYzNTExIUlas2aNvv3tb+v1r3+97rvvPt1333265ppr9LrXvU7r169XMpnUT37yEz372c+20tddd92lCy+8UJ/85Cd16KGHqlgsKpPJaG5uzg4yxq96vaWzOn/xi1/oM5/5jMbGxnT44YdLkt75znfqwx/+cF+rhlcaOKLHl7qY33a7rT179ph/cXyX9Jd97VgqlbIvEvB2Qu84dg759j1QqD9edeX9Xnn2eEwSyd8J+iSj/vgp3uMJAXPplStftsTXeHllcFDFG1QvISTgKrbHNZ6u3O3tHYXWk2BPOFE9SdI9IeYzYCrXq9fr2r59u1avXm02BfaCPah3kMJweOl8Rc6388qVJyteOfOYRSUFJR+VjDGCl6iSlUpFuVzOysJs/gM7eB7wEpzzhI419QScZMivNYRssI2JBM5X03xS65NF32pA0gpxJ8Yglg3GZ98mA/mkX9sfPyP94avger2ePvjBDxo5AMzIKmOxmHbs2KFms6kVK1aoUChox44dmpqaUiKR6PsWkNnZWa1YscJuwKRzuOro6KgFXwx2eHjYDJGSJN9u4A8uLRQKdkBoLBbTYYcdZmcAdjodHXfccTbJc3Nzeuyxx2x8O3bssB6NWq2mQqGgQw89VAcffLDtTuT8toWFhb5meXad7tq1y/pOmPhsNmvnDeGorVZLCwsL2rNnj5rNpsbHx20BgsFg33bvQCBgTlksFg18OL9Q2ntuUiqVUjgctveNjIwYmeLbFo488kjV63U99NBDRvLIXCihdLtLu4owPrI0xt/pdDQ/P2/O5tsDeD8EBWJKtgNw+k0dGCObOTgAl0bubDararVqZ0pJe78yjP4hgJeAiwMNli69fE/GyPP77JkGY/r5ACDviKwXawqIo8LRZ4XU78GKPizGGI1GNTw8rHw+r1gsZpsrPHEMhUKWgOHQrIFXH3z5A+CCcDK3XkGBpKOAAey+rAoweFsIBoNat26dAoGAHnvsMZVKJUmysh8gypyOjY1Zbw/lF+ace0t7T7dnnbjXYIMydkYi4JUOX871QRcwDAaDtqvcqwC0jsRiMW3cuFGSdOGFF+ree+/Vt771rT7lMxqN6swzz1Sv19N1111nQfp73/ueNm7cqIMOOshsnl4eWkeOO+44XXbZZTr77LN13XXX6fLLL9eFF16odevW6YQTTtA111yjLVu26D//8z+1efNmZTIZjYyM6PTTT9crXvEKqyRMT0/r3nvv1cknn6xf/epX+uY3v6mLLrpI69atUzQa1WWXXaaxsTHdcMMNuuKKK3T99ddrz549Gh4e1vDwsCqVip588kldeumllnxWKhX94z/+ow466CAde+yxuv3225VMJnXYYYfpjDPO0Ite9CI95znP0UUXXWSnIZx11lk6+uijtbi42Ed4eH6/zpAYEgvWw6va/jQA7KDbXdoUtWXLFuVyOR100EGm9GHrbO7h+gRa7ILg6JNtcAifBl9ISCT1bb7wPV3Ygm9R8K0pkAWInbdFruOTXnzVE2BiH/jiN6VxHz7DNT158C05vsTN+ngi5tspWEOvuHoCAt7z3GwG8ZWHbDariYkJ26RI2waJJLv38fter9fX88kYfXWF9QG/mDuSZhRJ/JGx+koD886mSt+u5BNqqgODJJt5gUQN9tuRWA62OTFWb5f+/j45B9O9cMF1WGd/jBt/8wKMF0T4HPdnbrgveDg/P6/bbrutnwC+4x3vsEFBAHFmLoTKRNChhFer1SxD27x5symC0lJPXy6X62vu9WSQTIMzfVj0TCZjsvDy5ctNLdi9e7cRhUMPPVSFQkHN5tJXuKVSKY2Pj/f1lbFAgD9BNZ1OK5lMavny5daHxwI0m03NzMxYwGKnYTQaNQBkgiG+lDMwUpwnlUopn89bYzs7EJ+uf4RvDUkkEnZWFk3zZDujo6Pas2ePKpWKJiYmjCxDNnFUf1ArBAKSC5n2x8WQ6XqyyPshJWzqACx9nwZZD/1PALvPgDFWVBf6siD4Phj4s70gPOwSQzH1mR4BHhDFsQBTSIk/JgQSyT0oW+JknkxyL0CMeaNE5csPfPMCTg3A+3KPz9R94GGefMDymSR27DdO+H46kgn8FMBj/P58La+OoTT7fj1K9qOjo0bQIVihUMjKwJC5ZDKp8fFxsydAm4PlCaL+GT0h8OVsAgOlD8Ct1+v1+bIvGbLmPjiiLhCIPK7dddddkpYI4MLCgnK5nB0NhD3xnDt37rRvKTjooIM0PDysbDZr9wgGg5qdnVWlUtF+++2nrVu3KpvNau3atWo0Gnr88ce1YsUKJZNJPfLIIwqHw7r33nv161//WieeeKKSyaTWrl2rl7zkJXatm266Se12W6eeeqoeeughzc3N6dWvfrUeffRR3XXXXZqcnNQ//MM/aPXq1er1enrwwQdVKpU0MjJiz0pD/aZNm/Tggw+q3V46zHj//fdXIpHQ9PS0hoaGtO+++6pWq2lubs4OrP31r3+tUqmkiYkJLV++vI/wEHDAG+w0GAz2le0gbLS2sPHKq0r4V7fb1dTUlGq1mu12HOwbpoRJAgMu4Dv83GjsPfCeeIadMk5fxsW3UYrBCkiqtPe7aj3h9eP36opXm7kv6rAP5Ly8ysR7OeOThNC3c3g8hYByXU/o+HmQMEBWIKTcm41W3JPP+zKyLw+HQiHbGDQ3N2fqJZ/xZVxwypMgcNOTdeYF1dCXqllLTwKZF4gZOAAWI3jQWkP8961B2ADrAEEeVFoZN5hMQulJNxjPf770O3hdbMf71iBR95gIlvH8Xs1GhOGFjfiKC3P/85//fOlZIIDvf//7TbUYDFr08XiHpf+MRUFpA0Q9eUK1YBOHJAugEAmcgywvm81aphMKhey78lCner2e7r//fknShg0btO+++yoej9s5XQSbXC5nGQEEttVqGflkDPF4XNu3b1c6nVYmk7ETt/2J5pCXSCRiSiVn6s3Oziqfz2toaMgUQ0gTuzw9EWIL+MjIiNrttvVCovRxHhLA442ZciJOEovFjJhi5Ch4BFbO0hrc0k+ZGHW12WxqbGzM1hXSFQqF+prAvXNSHqFHDwLM2Lvdrs0LQQE784TD9y4A4P4oDy/poyLxWXpP/C5isjcPSihkgCVzuri4qFKpZBkmtoETMjYyXN4nSfl8vi87p7RNY7z3pUECSJDxAcMHBv/9kcw5JA6fxC9xbogdIEIS4fuyJFmLAeCG3zJv+J7/ruFgMGjfI8wc4f/t9tK30+ArqMaUerAJryTyd46UILmQZOWdQTWF5yeI4WsosyQdJHYEYa88RCIR3XHHHZKkT3/602q1WtZnRkndl6H/1Gt4eNgSLQiXf4XDYfvaPU9gJOm73/2uHnroIZ133nl6+ctfbopKuVw2hblYLBrJxhfAgkQiofHx8b4kot1e+uqq+fl5+/pM7KfTWTqn0id9EFwIGoSdz5XLZRWLRUuSpL2qO7bsk5Rer9fXZgCZpuGeNScR9kcEtdttjY6OampqSgsLC9q+fbspKbwgJJR+iTPe132ixLMPqnjYGeOmbxjyCNFhHiC2vnRP/xtEkOtL/d/Owc+Q8cGEz5M/MBEFmjH4lpBB9RByBRHwhAZCwbUgEPgfGONVVrCe/kqvLoGdiB6+JIrq7mOT74lkLsBiiA1+4fvW8H9enrRKe0vVfJ5nJQFgbrEnL+r4+ecYG57Pt9h4svxfvZgzXzHiGVhXX5HxyYhX7/w6DmKwnz9PAHk/6+eVSsQuxsZ8NhoN/frXv15aIwZJxkizJmpWNpu1EgrOwKKjUPC1T4uLi7bwnImVTqfVarWMAEnqOzYEoKOsBBnBmNPptJrNpubn55VOpzU1NaWRkRH1ej0df/zxRjxCoZBlj5A8SsgYPQGLM+gIJnw7x7Jly0wVI+BRCme8XvGiTw9D85J2KBSy3j1+RpWJxZa+rWRmZqbvS+aDwf6NL4yPAA2R8zK0z9RwUIAXw+C5cRTWCAMKBAIaHx+3o2ggOYwdEuBVKw9agCGGBhhAdAF8QB/1mPf6w4pjsZgpBZAslJ9Op2NlRe5PXwSqordPHM3L8eyyxOFwmEgkouHhYS0uLloABtS9Q3MvAh1jRc0kWGazWSPf3l+8DfksDxAYfPmSBGoKPkTTNWP1pQhf4kKdACR4HmyF+cQvsKd2u23rR/KF4kxg4dl7vZ59N2qxWLSkAWWw01k6a2xsbMz6Oun/BZR9ls0aeZXCHyGEEuMVZU8ISAq4BgHHl2qkpcDCcS8HHnigarWatmzZYoo7QfzpXoFAwAIlSdDgd+Uybgg8dhmNLp1NevLJJ1tpdWRkxBJr7D2TyfQdgYL6QtsF5JOx+qMqOOaC3be+RYOkOxwOq1Ao2PNCqGnRCAQCKhQK9mwkyyQA2A/k3PetoWhQScAeuJZXbglkTz75pHbu3Gn2xTjAYcgQ3yTCLluSAhJCEnXwniSIcwlRRcAlr7zgq/glOOvJAT8Plo09VnnlzVdLfHnZK5Z+E6RXorBXr4z5MiX38kkhNsh9EBR8hYS4SEmdF8kAKrgva/sedZJperexQeLv4PE2/hlIsEiGKON6e8Zf8EGe2Sf43I+qlyfIoVBIhULBKomekHMtMK7Z3PtVi95XeY/HZu7hf4df+k0uJGT+hADujaK6uLhoKt9gWdhXQryaylwMqpz4OnbGOrOBtNnc++UPhrMXX3zxJZJ00003Gdmq1+t2gCGLhRP6SfCO57duY9Sof5L6ysdk5KgPDAhQZ5AAKLI8fXeUVslOPLnMZrOKRCLWjMqCA07lctkCFbvKisWihoeHlUwmVSwWbcMEJU2CImSJsiJgKkmFQsHUBq8YQVABFbKdTCajdDptv8PQMERUJADd90wN3ssHbLIgf9AuAMz7PUjhaMw5BKHRaFjvHaQTkK9UKn3n4jH3OCvrGwwuHYPDGCCgqCWAAqokQMbzeCfjej5zRi2u1Wq2gxIH7vV6mpiYsHYBNrXwN0gDz8VXajEuevVQLwBClBgCPeVylB5IFf5AAy+gzQ5JQAOnZo1Rs3Bof5CuV5F8+dtvlAFgCb5ekWq1Wtq2bZv27NmjoaEhjYyMWPbu2xH8/Pr1HcxwA4GAMpmMarWaSqWShoeH+8pGKEi+F4WgTqnGk2nGDXD5sq4vvbGTnb+hbJA8gDskPpSsuT5Afc4550iSNm3aZJ9bWFiwHmNIPHaJ32M/EHzGyhwSaL3yHAqFNDo6qkQiYTa6YsUKrVu3Tvvss4/S6bSVlqkq8DnKzJSaY7GYJicntWLFClNtm82m8vm8CoWCEblisajFxUW12227L2oQ2Do8PKyxsTGFw0vfYMIJCqi+HNsCzqEkdbtd7dmzxwIexGBoaKhvt75XwSEOkv6ofxTb4N/EA+bS2wh2gY2CXZVKxdp/IBF8Kw8nKIA3fEctCY1PoHwSubi4aATBkxVaEBgXY0Lpo7LjN0KhUuNvXqnnRQxttVr2DVEQOH+8FBjj48ZgHEFAYE4RWDz2gCOQCewJkca3bPBvRALiI8TclxuxMwhmvV7vE5IkWdXKE0tf/iTW+99je8SiwZI9uOT9kvXzeEk89QkFpBJ7Zq6wDezK2yIxw3MfyOZg/zvY58v2+DO/9+vI37Bv3wbgCS3P5Xcdw4+8eMG6d7tdvfGNb1z67MUXX3xJt9vVjTfeaGU6SZaVk+35xsbBDIaL8juCDwDsS3u5XM5KPl5e93V0sjKftWMUXjZlHOwkgrmvXLlSw8PDCgQCGhkZMbDBwVCOyDpGRkaUSqXUarU0MzOjhYUFy9K5JoBZqVRs7L6XgV2nxWLRAjTP3Ov1bB5ZzGKx2NfbBlDi+CgqGCHOzv387if67wZ7D7iuVy0ZUzwetxIJRkVG6MkuhBSFWJLK5bIdhQEh8eogDh0Oh61vSpJ27NihcrlsShMASkmBNcd5IFEEXMbG37AzCAEOBaCihBLofPaFU0OYyVgXFxeVSqWUzWYN5AE1NtrgHwDM4LOUSiU1m00rdeLwPAf/AWBejfIkDjDwpRU/377s5kmh7/nkQNReb+kczW63q9nZWZXLZTvI3QcvP04yWUqE3e7es7N8K4IvO/lGfwhDtVpVLpez9cCGOfcL3+Ra3W7XiLNXTX1mi/95v/blHezEZ/qsNwH0nHPOUTAY1C233KJCoaD5+Xm12217XuyNNfYEGRvzwRws8tjW6/WsCsK6cX0OmeX/NNRnMpm+vi5slHXy5+zV63Xt2LFDgUDACGYgENDs7KzZEt9kQJBkLVEtCfojIyOWxHQ6Hdt8xvN6MjE8PGz46BVANp+wfnzGH13ke7jwW4I0NuKrKARjr65gL5DZaHRpZzqb8ngfQZS5I56gNvmYBW555QQVCyLEuvuWC2wP0kOvFckb5Ib74S+RSMRiCpUwr/Rgx/wfAkqvMvGS5/StNP49kEe/Hnzzhyd//J3xeUUK3PHfUoQ9Mzee4EC8pL3nq1JRwxb5bmjvo7yoRoFp2BixMBaLWTUJTPA78CGPfFMM88N7B4ULSX394tg5xJ+4CT5hs4MCDpjhuQF2wzP5TVRgOn4KFhCjsQfWxWOPtFcdHMQkns+3OHjS/upXv3rp/nyIBw+Hw/aVTJVKRcVi0b6+DPYLi/ag7AMawAUpI0hBCv3D+DKVL98MZv5ekiXQMlFeeUKNxBiZSIjH6tWr9dRTT2l+ft4AqNPpaHh4WCMjIxoeHjbHL5VKSqfTmp+ft0yOE+057BYFEnURQ/P/h7xAhDC8YrEoSVaGRmUIBALK5XL2bBzXwpx4AuMBlXmS9vZusS4+cBHM2GjD3wEkwNCTOnbqBgIBTU5O2nX9WrKhp9FoaGRkpG/n89TUlLLZrJ0p5kkR/VmUMZgjNs4AZIAhGa5XrXBWsmZ6BClnT09Pa/Xq1WaLlI78Ll4UOkqe2AIlElQ5bBYV1CumlK4zmYwlFdg3wcgrB6izBHSfvfJskBeCUyaTMQAm2wuHw5a4MC++ZzQej2tiYsLeS4M8BIaWBwIf88OcANIQCOwOAEVF8SCEv/odlpClSqXSp+T5dfSlaVoZfKM6m1UAVa/m+l2KALnf2EOQ9QknwdKXagcVDYgYZBRfYhzgHmQNH+Q63JM2ATJ0Wj7C4b1HNAwPD2vt2rVauXKlpqenLZGgCkPpDdU3m80qk8mo2Vz6ntpt27ZZUory70ksNkKSAxnH1vL5vBYXFxUMBu27oHl2SPTi4qIFdF9GxE4hqmDCYKLU7XYN//B35tFjJNfwNsTnIWJe9cEuSZ7C4bD1ObMmBGLG6ZVocAVb8d+eAHEiMffYAP74PkHvB8RWcMSTJ95HuRy7k2Q7uYllzAv+4X2Te+NPxEHwim/4KBaLdppFr9ezlg5JRqq8iogizjx4UYNxYJs+1mMLlHV9bEdt5PnpL4e04GesLeXlPXv22Dd+PfOZz7QYyTqiHDKHkMJBu2G+8A/f6uJJPu/nmuANveiDVRvGTMzyGIv/EUcYE32xxA1/Jij4CrfyhNvbCj5KRda3HCAy8Zx9pWsWAGm3VCrZQgOiZP70u0BIeAh6LCiNYdD836tjXI/J4F4YFIGN4LNz506FQkv9fZOTkwoEAhYAyAzZ4NDr7d1JOzU1pbm5OaXTaa1cuVKTk5NWIgKocKTdu3drcnJSo6OjGhsbs949sjOe2cvnMPVcLqd8Pm/B24MX18eIACfK0xBWnNiXtDiChow8GAxa1jo8PGxEGgPjxbpJsvXx5Iz+koWFBTNMT5Yp3bMuzHEwGLTNKfRZ8nmMr9vt9u0EBlxw8JGREQOocHhpUw5lGYA2GAwaOWGOcT4IO8QJp/MlPmlvfwnkJ5PJaOvWrQqHw3agsf879gPwcD0CCes+MTFhX0WHE/EegKNcLiudTpsK58kamasn4oO9QiQBrIkvA1NCYl0g4KwDYA3hgDxBBmmN6Ha7tkkIlXawJOIPwPX3A9zJOtnN7Yk5NufXLhhcOucSRZas1N8HWyPrb7fb9m0bBIxoNGqbrMAq5ow58A38PnsG50gysBmvsvqD57FN7G1QJcGvUCh8nyX+MDEx0ZfMQmYg2WTonGIAfhBc1q1bp8XFRRWLRetThoARHMEDfk+i7UvS9EjR6oDqTXJAyTafz/ft9mdOE4mEjanX69nmNnwJTGy1WqaiJ5NJO/GAUwewL69eoX5gM/Q9B4NBs1cfBPmb7w/jeogP/m9emAAvUGHojSJwo3QNlgF7vV7fMWDdbtfK7aha4HipVDJiz718P5lXVHlBQME8nhHVir/hAz7BgUDDggAAIABJREFUgQSA3dguLV1e8eSolkAgYIkI14C0YeNgta/keUUJAgoWgMeotmAxRMtX7Xh+bAA8Zy589Q3f5dQO1qxWqymbzfaNm+v6jYnMLePDVsBLlHHiLH/zIgNtFvgJ8+LboMBPcNCvE+TYb+zpdruGYdLeTXh+7sAj7sG1PJFF4QWrid2tVsvwhrkvlUrasmWLfTZ06aWXXhIMBnXjjTeajEowZGBkrvl8Xvl83lQ239fH+1k8gNjvGvKTgsEAMDguD4akv2LFChWLxT61bXR0VJVKxc4pjEaXzsSjcXX9+vV9Mnw0unTo8PDwsNXiAQ1k3HQ6bd8RnMvlzJAJAh6UvCGTxaAO+p4AghZG5OeUhfJqBMQNI/YGhFrQbrftK+08+Hr5Gyf1/TMAAcEOxYSxAL4AMs/kDyhG4SAIEKzItPgdTf84JPdeWFgw8t5oNFQoFKzMy1gI/L70SvmbgI2S5oGJsfAdloBHu922syfZjIJ94VwQ216vZwfoQtwBb5y/UCjY/Erq2wk7Pj5uCpMnjqwtgQU78EDks1ivrHvy6wMdtoL/EFx84CZwoLDOzMyY4umDLyUnX+LDbriuJ5v4j9+gxDPxzLQxeBLPM/GM4ATzC1gBZjzLYCAg2Hm1kfkF+NjRzv1QM6S9m6ve/OY3KxAI6Lbbbuvr54M0g4P+fh4TfQLrnx0Vmbln5zx+ARGhxMPpBWyooUfQl9V6vZ5GRka0atUqRSIR7dmzxxInghg4gE8zV+VyWaVSyZIn2i1Y+1BoqVdvdnbWKg++/ESQ4/mwRTCb6/j2Gr9LFBLgS5ReOYcU+jYZX/Yd9Hls3tuqV4vwKUlWamedWFdEC98/x3XAIuIhNrb//vtramrK/IV1p7+NuYSMEDexS+9TNOyDB7y63a6Vk1GnAoGA5ufn1Wg0bA5JKCHhJN74oSfLjB9bIiZhYyQFpVLJNnJSIYL4s04QIJ9I0dPrlWKUPFR1xsgzgtlUiYizzBVjx8fC4bCGh4e1YsUKTUxMWMUGO8AW8HfG4GOLL5eC09iU3yTjSZonU1TaaOHAz8FiX8r2uA7mDMZQvq2H12B516u4Hq99tYS19s/vr+OVQ7hTJpOxHsAwMjmLQPOs7w8hQ/OEBgNi4QBAjICBlUqlvjIwimG5XO5TmZhwSB2gtWPHDjuGplgsKhBY6uvjmJhIJGLOzPEgnU7HvtMwEAho27ZtSiQSOuyww2z3ru9rnJ+ft4ZnSiw4265duyzjQN1kIQGAWCym8fHxvu+4JCv05ISsH0PnHEXKlCw0RIb5goxGIhGNjY0ZQaQ3D1JFwMLIASYIxNDQkKrVqpUxvJHgKIwDkBsdHbWyDyDMHPtSBwZLD6NXWbEf3zOTTCaVSqVsowlBhBYE7AJwYowEzmQyaaV37AMwJ6AAoPPz83YIppflJfVl3DgS1wf0KG/4nW8oRgT3xcVFzc7O9n0ZPCUy3kuA8LsKB8cNWfaKBL6EKkH/DqVXghaHnmJHZJOUBDqdjh599FFTZdjhDyHATgcbsn2glWREmsPLyeAhCCjA/hookKjjjJnyju8NgnT5rNaXXLEvFFLsmzEyZkq7zK/vAfJBkfGQ3HnC6VU+7gWgMjYIJX5D4zbtALlczsYxOTlpJUDWSJKdYQo5Z67z+bxGRka0cuVK+93IyIgpY9Vq1Q51j0aj9t3o2BbzCVFg7Wlz6fV61rdMcuCVFO8j+HggELANMtgCyYP3fQgONgVpCIX2HnjO/PIe/AXbYE79unqxgN/7YM09fXWL8irX8GPxxASS5NuO8G/ED3p88cPBdg+vIhOkWTuSSuLnYLkTO5T2HgGVTqc1OTlpu6P9pgEIDM9OLKSnHOWv2+2aAMJ8Ex+47+TkpKS9FRBidjQa1djYmNkqv/fChu/ZZW3BSYiiJ9cQJa/M4jv4KxgCPtDSgyhARdKvMdfid15cIp6CZ16N9H10jKXb7VrlDz+n3I3g4s9RpdSKLfiE2quPJDfERJ/AUH7nObxg4J/D8wXfu4hyi434RCQYXDrY339RR+iiiy66RJJ+9KMfmTTsAwGBlwFzTh7HXzAJDLBUKimfz6vT6RjJAgzoqeJB+DyOScZLMOQIBH4HE6dEASmFCPIzzj4+Pq5169Zpy5Ytuvjii3X33Xdr+fLlWrdunfL5vLLZrEZHR1Wr1Wz3GM/B5gmUA54BYMLRaKhmAw0GxYtrYOw4PIqZ3+0HmcR5cDb6RRgHwE1WUiqVbJMGBkJA9T10vm+gWCz27WzFSPk8TsD6+ENMMSpKWL43FACBIBL8Q6GQlcv32Wcf24UHEPpjInAI37ztm9E9MSYwYUusoQ/UOGg4HNbExISVpbk+60MbBI7PZpVGo6FMJiOpv+GbXhCUD68SY4+MF8WALJJxekDFoQk+lO1RK/mdJy+sC+sEyHBvxgyoeLsczJy9osX6s9bS3mzSf/PL0NBQ32YLejn9dQAzNn+RRUO4SSog3P68KvyMdeaaPCOYBQZ5QgYQepXak7fzzjtP3W5Xt9xyixHgeDyusbEx81tK6nyGteO5UPu5PuoS72OnP+ovyRAJGAE8nU5r1apVRiZQuVCCSEjBZuwXrOr1erYpi34qr3jjjxAXf2QGmEdfdCgUMpLj/cirDZ6gsPYoar6M5uctlUpZYivJ+qh5LyqW7/cjJnhFnuSQKgY454kfmIbqSXDG7sErxkgAhgzwWZIn/p3P5y0WdLtdO/CdeWb+iGHgOXEMW6fhH5v06hDVHl/y49+QIzAT//BJJ3bC2vi+QHCM8WIbYAJEiDnu9Xp9JxF4bONzfoMKWEtyQ5JA7PDkBZz1pJd1gYQTY2q1mvL5vHbt2qVdu3ZZDOS7p1HwSFoG8dfbkH9eepERDcBYkhjGA66zyYv59Im6F1AghL61ivfynH5MxHLEIwgjY2U9mUNigO8l5Fpgg680+VaOZDKp5z3veZKk0Ec/+tFLgsGgrr766r7yCeU5STb5vjzlVRJAnZuxIIDW2rVrNTs7awGKxvdyudzHvCmtEZQ90UF6BhAo065evdoUoEgkYiQtn88rEAho5cqVmpiY0PT0tDZt2qSnnnpKL3nJS+zaBA7f98LX10l7M15KU5RbIDAYK0qIZ+S+TMS8oFj60h6fgyR7CVnae8huqVSyzQ0QVtak2+0aaOM07XbbShMYIQZIBgyZ8QqK71Pj+sj8/K3T2fv9gnweIKSXCXDq9ZZ2Bz7rWc+y/iDWGMDk6AmCpQdCnp+jenxJivd71RMgCIX2nsVIIKB/R5KVxQhq/igSyFKhUNCmTZtUrVa1zz77GFn3ZMkrh6wltujPaIpE9m6y8WsHaBJMAPBkMml2CdBCGrz6xf8BCK+E8DkABZCh18qXwSADPtHABwYVGchap9OxcTMGwNDbP9fHtiGQfI7vo/Xgi12jTPk+GJ7TN90PqmdUBQZL8QTbc889V4FAQHfccYeBJLjFt1V48sM1mCfwDDulvDg6Omo+k8/nbT4oBzLGaDSq0dFRC+7soPWKVDKZ1MLCgm6//XY1Gg37XmCI5MjIiFVlUKrpU6Wnm+AMUWT8zJMkjY2NaWxszIi4D2YEQuaNOaRX1+/qJ4BChsEevz5gERUVyBQkg3M4ScoYvycdxALwmPvjX/wOIkOPoU8efKnRB1bu6RUbqgflctnskP/8elLKB4/wP+IJc0nJm4oQ94GY+ASOSpw/zoYqEQST92NnkDGvRrPZEN/2SifYgs/5liI+z+986xD+iZ0wH5Bmqib4g28fILkFL6kS+Pf4xLXT6dhucfB88Egs5su3oYH3PoHxyS2lcJ+0gs0QJl9WpZ0DLPY2hW3CZxiTJ/le1YZU8zl4g68gDlbg/PyMjo4aDoI/cCUvLkGW9+zZo61bt+qCCy5YsplLLrnkkl6vp5/97GfqdDp66qmnDED8xHlJmWwKaXZ0dFTtdttIEdInwcYfncJk+z45Fo++ExwJ56SpfvXq1ZqamurbROHLxuwikpbUg/Hxce23337KZDI6+eSTtWHDBu3YsUNHHXWUyuWyfUtIMBjU3Nycdu3aZYuMigkQEsxwZAwWQyYgYAgsZDAYtO3uGC4ZAhk6C8h72JXF4rGVHcPyO0kDgYCpeVyDcj7zAFAFAoG+tWDMODhzhxNCYigxEDT8t4QQzLkfagbO540bwwXQmUt/9ABlTQAUxQCSA2n3WSP2yXUhF9yPLAmFD+LhN/kMBpZ4PG5S+fz8vOr1uiYmJvrKoZARX3LwZU5+9gfneoCGGFGOgYQwhkHw8kTKK5sofH53LISPsXBflGqIK+0WgA3jgdz45+RngiU7h/kPm6J64APJ/Px8X1B7uuZ4SRb8IUHYEXOOuk8gxX5936PvHeM5IQg+ITvvvPPU6/W0ceNGsyVUAZ+hh8NLm7Igp5BhyAbnkIbDYdsI50tOkizpCwaXNglgK/gNNkmJj6CBXX3xi1/UVVddpcXFRR155JFmUyhIs7OztrOVqgA+D97Q/+ePhGE98R2fBPg+MQIxiaCfL9bd91l6m2PO+R53VGJPukhYC4WCYTJjRYkDV0kQ2IlMrAEvITH8DvWc/mDwhPYb3zfp+wu974DJO3bs0MjIiBFCVLXJyUkNDQ31JV9gkK9o+PljjjlLD2wk3mCvfn5RUbF1fxYgRAF/YbcyG3AymYw9H34KTvjNTN7u8Nd2e+8RJ8wt7wHLBysRvioDdniixnqBb4g/XBMc4ncIA61Wy1rIiDWsF75fKpUs4eT+EC9fSRm8PtU0xofK5kvLjOtPPR/POKj4YdeeGJLAEkc87gSDQTuNAiGBMQxiGtcMhUKWTPsWCEQAfJv+5zAXS6fTWrNmjdasWaOtW7eq0WhYuReyQubvzwILBoNaWFiwxaQXiRIwGQp9hWQVQ0NDSqVSmp6etuBcKBRsgwMPRKmEA0r9sQIcu4JkXy6XjTz4IEI5+dnPfrZSqZQmJycViUS0Y8cOy5ABw507d2rZsmVKpVJaWFjoK4cR1FDbAoGAZb88A45bKpVsEwljwNB9qdP3SgCCwWBQY2Nj2r17tylkZFW+LOMV1ZGREeuLqNVq9r2MlDkjkUjf9win02kbK88eiUT0q1/9SgcffLCRhG63a1K+J7PhcNiyOxyNci+KLE3KONrMzIw5JKQF9cJnkF45ouRIqRHS4MuMvjcCuwX0sRHfiI1iSPKQSqW0e/du65ejgX1yctJsYfv27WYDNP7yzD7oUKYhGYHck7WHw2Gzacg1qpMnloFAwNRe/uZ7cugpJBHgnp7w+BK8J1GQo9///vdavXq17S7E1nz5jLX0JRH8EcXMKxbYMwELNSQa3fv91AA3tk5Qwl7BG4I0G3MAMWlpww0HcKM0+XIdc8JzYxsecL0C4IkSR0J0Oh3bTTk+Pm6qCT4FoQZnyL4ZB/6On69du9YCRrVa1cLCgjKZTN8RRLFYTA8//LCi0aj2339/2037pS99SbOzsyoUCjZnzCUkplQqKZfLWTO/LwuSiMzNzZkN+ef2AQ6Sha0QcD0Ra7VattvTKxSD7UCQK98sPxjkSSZIiFFd8H9PQL0Kjk35fjp8xyuWvpyJogWpwS5oRUClx55Rpbvdro466igdffTReuihh+wrA/lSAZ+gg2UofBATCKzfQALx8OV05hM1VtpbiaJiw3zwO9aNZ8I3d+/ere3bt6vX6+mAAw4we/A7ZenPhJT63k9iDIoZ94U44rfMr7+uxzewlTXHVugTDYVCJgQwT16tBtM8DpFwYV/0QAcCgb6jf3g+/oYQw30hlsQEP4f+RTz0Kid2xrxio543+IPpSRz8OY34BO+HxPlWD19h9ckUfe6ouewJwPZ99Qh88YmpEcD5+Xl7OJ9hh0IhjY2NSZJmZ2dtcWl+9wcSw0SZbAgbfSq8p9tdOgOKkgXKm5ctx8fHlU6nLZsOBoPK5XIWsDng2ZclUAHohZmZmdGyZcu0bNkyU9dQtejr2rVrl2UT0Wi07xw5Ft2rKb7HgV4bHwC5Bw7jt3WzqJ4EIqFzYC/Gy1d9sUmCna2weK/ScfzC4FqQXeN87XZby5YtMzUGo0PdOPLII40AUd6nZEqJaefOnZqfn9e+++5r5SgIHs+FYVPmB3DT6bQ6naWznAgCvtQkyfpEvT3gOAATKpgvEaICdTodC348PypUMBg0IuYVNbJqnI/AODMzo6mpKQuWhULhj74qCMCAaBDwGYtXj33C0Ov1TLkGUPi6LogmQclfh/fzLNgQ5AaSxbygouIrzCube6rVqsbHxw20/HEH+BZgTDbpx8Dc+OyUn7Fl1o91g5DybIM7XvED3yqB+sSxMyiVXtH0ZSFskbnFD/zOVsgY9osaw7pCAvfs2dPX/kCAhix3Oh0NDQ31qdTMDRhJuYZ/Ly4u2o5y7AF1GgLMuW3h8NKxMAceeGBfQAqHl769g2OocrmcfW1bOBy2o2Ig6yRTvV6v75Byb6NSf7O+L4GWSiUVi0XbvehtwCsUvszlS7koj7zXK7IEKGyMlh7+j2/5PmcUkqGhISNYs7OzttHFEwhIOX3snIfHi3GQMDUaDTu2DOL/4IMP2prT20aZnveRVHpigCBBOw5r58uCECfsnPhDvKI3jOQdO+aeJC/gHpWSNWvWaGxszA5iR/llDKwVawlZ9tUAyp0kqlQbEFxYI/zGb5CAaPmxgWPEKPwZ0kW8II4Qv8AuEoz5+XkTd/AZrzwirHhb85slECCoWhK7Ie3EUcQryCr35/q+egSZ9+oxAozvOSdhoJ8QjCK5Yz1IvvgbvCwajdqmMeY1l8sZrvpEgkSDcZOIGQFEjQB0CZpkn8jfe/bsMfJBZoyBok5IS5kwvViLi4vWA8D5XWRurVZLq1atMhLGZBUKBVMJYK+8fD8FoJ7JZPqMmr6HHTt26Ne//rXWrl1r37M5Pj6unTt3qlAoKJ1O6/HHH7fslhP4c7lcX3YA8YDskaX6kkOlUlE2m+3rH8FB/W4zr/z4xvVud2kH1+9+9zvNz8/ryCOPNIfAiAEdgvCuXbs0MzOjY4891u5B3xggKsmCF2BBFgrA4yCPPPKIGQ/ENZPJ2A7kbnfpe1Onp6f18MMP68ADD9Tznvc8a6QFGH1ZkucdHh42QE+lUsrlcn8kVUNi+AwZHSDEe1AKCAS+vByJRGxTD58lu2YHGQo2ihVnnzGvBNBHHnnEFOp4PG4B3Pe9+F1gKCeAKod5+pYHkgV/fh67N8lEIageBEmiKOOgXFHi51gCAMUDfrFYVDweV6FQMGKfSCS0bNky5XI5NZtNU1hpaej1lpr2AUjuB6CwQcsrk5AGH2hYR9oE6EPzZQnmjjVkzliPhYUFK91xziJnrjFewN1nziQYKEmMDbvxiovveWy1WlZ6QemDxGBXtCqEQqG+ZBagz2azfQftsqb8fWxsrG8s2NPi4qJWrVpl/YB/7lUsFrV79+6+flACCuq6V8NQG5vNpd2skCvmnADhNzUQdHwSzHmqEGlslL8TcPzGOa+CUaL0czk+Pq5SqWT+jc8OXpu/4asoKvg3yi3fKY8y5ltCuCcExQdkbCeRSKhQKJgNo7b4nleekeclZvF339vmk3MvKhB/CNTgPrjCHPvEy7/AUd9eJC2R+2c84xmKx+OamZnRE088YUSSNfTlT+wGvwRLBg8PDoVCdhAy16Mcz1ph98R6n5BxHzChUqnYuZKQMsbAyRYeX7BJeri73a5985fHUObCk7XB/lZvv8R8sInEzRM81paY4IkbOOM3sZFAY6fcG8ECm/AYg4JMYug3McFDSO4ggPT+s5aeIzFuno2/9Xq9pR5ASfrWt75ldWsMzMu8DMpLwLBd/o6sCbCyEAwShUBaYsZkEAAmZBNy5c9N82XPYHCpD21kZMRAgocrFAp2nAtgVigU9NRTTymXyxmxlaSZmRkFAgEjMBDHZrNpX4OE4QHwqJKh0NIhzclkUrt37+4DSJ4dkAIkeH6fkRIAa7WaVq9e3XesA5mHV18IwvV6XStXrtTCwoJlFuPj41aiBWiZY0gemT7BEWNmLn3Jw5d9aTiPxWLWO9lqtbTffvsZ6QEgKZGTlVFa8YdaDm7+8QCH0xOUASVfwuNFhs+cQ1xxXpzB92TgSMynd3rKv2Sx3BOFDsDzPResK8GdNabfxPd5+mDGOFEY+Az2ztgAVm8LjMP31ABAgJ+fH+ye+QVcBhWy0P/D2L38WL5eZ+Ffe++6d912VXVXV/fp49PuE+MDhMgRA5BgChOmEEUQK8SOuYwQk4iZ/5FARMBkgB2wBCIw9QyJ4Bw75+5z+l5d92vXdVf9BsXnrWfvGPTbUqm7q6u+l/dd61nPetZ637d3068HkJ0GZF6V6oApcJRkeAbPjizzudFgoxyTyqLkyP0QhVRLR0kKG0Gy2VQqXMgBwvZP/+k/rW63W//1v/7XNha2wnIvAULZDOmV5FVVbW9vt7PTBaCZmZlaWlpqcyAxgalsUeI3Nnaz/ZHj4Pr9/hB4/98+FECLiCQVgpCzfAXck5OTlhwgG+lbSSIoU0lAjCv7FaglTYeHh20rGMRSzMgeOP3ekiEYwo7NIftln34248L29nZdXt4sRvnVX/3VpjbqzYRLh4eH9eGHH9b/+l//qz7//PMaHx+vhYWFRijNt/YdfpF9ehkH85Qavs7fq6rFM8Qzy31+R+I5WmFS6vV7eYwXRU11hD/BGD/HHvb392tvb68tbCL05HOZr0yos1WJP2Ryyq75/qg663n4XiZAuVBDb6Z5ZZsI2qiNEGC+8Y1vDOEF/gGvs5yb2PHLRAPX0McnYRQ3kzfk8+S78Fe+gOBKYmBG9gASSfgGNS9LyDn2ytSewfy8fPlyqIzuukl0/XlxcVH/8l/+y5vn/f73v//9q6ubs4A5gMUNOzs7jTS4YNUts81VnLnT+/HxcZt0S6yVE6mAtjuwMikDX7Jgq+YogxsbG83YNzc3h87enZycrKOjowaKMsmtra3623/7b9fc3FwdHR3V+vp6ffzxx/Xy5cu2OXGyZJJw7hJODex0Og3gNGdW3dbYs0wlACTzlw0J8Cb27Oys3nvvvVpbW2vfkwnJGJAXfSdJvpGdi4uLtr3N1NRUffXVV0P9cIK0gMCYlF8QXsYkEPz1v/7Xa3l5ud55553WXDw/P1/9fr+RWIFmdXW1Eerx8ZvtePRdZl8Fsm+cBQpKJTtKp/D3JBzKZcoQEgXlPD+PsFEElAv1cgk42eORBOfs7Kx2dnb+AqmWUQmUvl912xwtS5+Zmand3d368ssva2VlpTqdTn39619vQQPQUw0WFhaGSv4JAlnSyLGpul1M4f76NTud2z09kXzP6ysJM/XewivBxTwZJ8DpZ/TGKYdZfETpUzqjSJkz45Zle4qcMQHasCJ/H3nJcqef4d+Ss3/+z/95VVX99//+35tdCkrGQj8gHOIj/GNqaqoWFhYa2bCAjQ8lEQLa5vLBgwft7/fv328+oIfVik17CbIDRHZnZ6ctXltfX6+qmzaLvb29ht362cyn9h02qaQtuUCY2b3/01ogSEn+4abfefbsWX3xxRd/oW/U2EtOBOpPP/20kYTs5UNK/B6iipDxXzYsYdjb22sB//r6uinmxjHndH9/vx4+fNjIsuRGL7W4JBYZP8SXzSFFiedpJ74nBiBvFC/v6H1TiTNemcwgQWIzBYi9qDxJWpWyYWbGKOPOPpE9fp4ihViQSV62vLDNXPXLR3ADFSB+v7CwMISdxstYZEUmeyezD5B/8XnCg0piqvj+jVjiPFNTU20Rj3gxOzvb/MeuJ0gbIQLJhr9swrikL1GMs3KR+Jv8I8fC70mY+H/2jot1sG8UD8U52Pcv/sW/uPGx73//+9/vdDr1wx/+sF08QRiJAxjInyBzdXV7piO5WDDW+6DElOUGk0HBU2MnoQrsnNFE//mf/3l9/vnnLZDasgG5EZj1Ob19+7Y+++yzGgwG9fHHH7c9hJ4/f962urH6x2T7E+hzGOyZgcr6vbsShuDsOgI0EiJbkmmaRKuPUgaXfSrnVFXr0VK+SKetulm1en19XWtra61PAKkYVSpT+h7NGASATqdTd+/erQcPHrSjeAAGcJTJmsvLy8vWr6k01+nc7ssFCFK1Wl9fb8aP3LITdlNVjay6fyqaSZCQBSszkzhUVStXGzc/pxQoy+/1enXv3r1aW1trIOca3j/7cbwTopnq5srKSj169KiVWB0nJRjLzpUNMxAAXap59pQAG/Op/AV8/XyqldlrxzdlrKOKLqJiPMbHbxYeCVD8Rq8vsBFkEAcAOzs720qQoyonQPYcgl8qoMas3+9Xr9cbWjgg0BpPJM0iDUTzO9/5TlVV/fEf/3HDGeBadbty0Ibfgq1Ak4un4J2+Z2OQgM9XkQq9gBKI4+PjOj4+rmfPntXnn3/e3tUqf60uFxcXtb29XR9++GHt7e21TfOrbvbWOz09bSTHXKu4mJPBYNBOBUBGBCm+Jahnqer09LSVGLMtwLGOjx49aliJVJk3/WEwdXFxsW3YDzuqqiW54+Pj9dVXXzX75+MEAbYOb0cJBJ/o9W76YJUt79y5U6urq62Cg6jqf8u+q6qb83GXlpaa2qPvTD+we2arBKLvWnzUmCBoCwsLQzs4sA3jTpUdVcYSe7Nyl+qcMUoSsLW11XwyyQS/hF2wWmk5///o6Kj29vZaUsjnLNaC15OTk22z/iQkCF8SMz7EroyVGCCxR9QIIpmQIIXIe5bqJbYpalDsRxVRPi4JFR8yfuSCFfGdPY6P3+6bO9rXmWV8BF0MY7PmgN9S4SnbWSLXg2lcs/qTY5JVkLOzs/q93/u94RLwD3/4w6HSrYUAXj4DrYEysbnvjBsgUAgBifTq6mbzzLdv39bGxkZj/prJgQwDMAi9Xq8ePXpUi4uLdXR01BrEBTaTPTU1Vbu7u/X69euhfq3ep1YWAAAgAElEQVT//b//d+vnODg4aL0hNmUdDG6OKkO4KFAMggScZSYGmorM/Px8A2TbMiBVCKCMbW9vr/UqAgvXZlTZT4N8mHxzNRgM2iIGYEv5tMBFzyMDcS/lTH1UVhcJngz97du3dffu3Uaq9/b2Wrbt3cbGbhbgeHeGlyeVUAYoLIBJoM7Ac35+XouLizU/P98auzMg6nvIUmaWiwaDQft9H8SCwpqLa9LBMzPUPE5lSPk+pftMBswB4PKnpGBiYqId6+V5s48MWPg/fjg+Pt5OG2Ef/MPfBSUJWG6l4/6ptFI1VldXW2bOn8fGbvans4ciJU6AM5aj4Aa0ZP0CY/biKNPL8LNsK4iwI4BpgY/yimDPt4wPn7RC1pjar+/09LS+/e1v19XVVf3H//gfWzY92v5iToy1REsShpRkz47V07Y0gYv7+/v185//vK0o39vbq+3t7aFVu9QEmHpyclKff/55vffeezU+Pl6ffvpp7e3t1RdffFGffPJJbW1ttZOMBAdYWFVDpIjSYN78e29vr60Q5A9JcmEO9YB/+re5rapaWloa6utij5KJTuemT25hYaF2d3eHNuDPo7Xu3LnTTnsS2GASUm0bMjicZTP44rnv3r1bjx8/rnfeeaf+8l/+y+00FYTGs1BH2bojRu1TylZ9MvlWNRKs2Y7WCvYkZmR8VcVAPsQJZBr25QI4+CImd7vdloDBArg6NjbW8D8Tf8Qoew3hR1UNnc4Dd5aXl1vljsq6trbW3mtsbHiPwkySVDTgE7KTJFbZOsu5/AvOw+nEXs9KLZycnKzFxcV2fzhKYWd3sFQcgh0pXGTiDE/MKaFDEj2qkma7U37BFP6hQuJ9YHUqgu6dbS58gx0itqkWw2MJ1L/6V//qxtYY8snJSZPL9/b2mopAuRPIZSLKQpkxTk1NNTJDIWBU2QisHNbtdlupVhBhZBwopc2nT5+2lU2WeRuAXHH88OHDBnTAeGVlpTX7z87O1srKSn366adDUvfY2FhrZhXgkAwG+Pr166qqWlhYaMe/ZVlX6XNubq6pYtRTK4w9myZzQMCINYhmNoDIKT1ZWLG5uVnT09N1cHDQFD5EB0n3d4QnV0/rf3Rvhp7KlbHf3d1tc761tdUMFDAb/yzdAebsPcrsnIKVvXxVNRSEKNEnJyetRK5PEqkQ/ACg8ohFSLYdEWg4HtJry4br6+sGiMbJdRw9ZK6Blc9oOUyAyEz1+vq6bSH0/PnzBvDsjzKHWAEm41FVTWXOPjq9RmNjt3sKdjqdtjrVM1PsqRiUL9so3L9/v227M9qr2Ol0Gpl3Pihs8MUvAWGWrZTder1era2tDdkX/9cS0Ov1mm3CjFyVTtUUlE9Pb/ZppADwk+3t7bZ/Y7fbbdUCAdX4sRelc+Qu1V627U8BB/Zls3aWxhyHaWGJfmTZPzX09PS0bcZsmxEE8LPPPmuKLztR8pOYwCLbT6VKoFynfUW500bpKysrTXE1BlRzpCiTJar/2NhYI+nT09Mtid7f328qMvtmQ86JpkjzfSTx4uKirbymKtl1IoUGRAdmIO5ZGq26aVna3d2tx48f19LSUiN4n332WT19+rQpmvBAEu4sXDaVGIF42tlANSwrXIjZaOsKtZZYkvsyIhEwxLPCNTaFdPOt7BdTmer3+w2npqen6+HDhy2Zf/XqVSPbEk3PRPiQ2FMKz87OWi/kBx980ColFE3PLkGigqkYIvJIVVbIJFn8jXJoHL23n8cZtKHBeCLAzMxM7e/vNww9Pj5uIoI56vf7Q0SaMCNp0bucyXi2+cAvY+W68AIRze+lgqsyka1HkmPXVCnAIVLtFO+QumxX8m//LwZIlHG2pgD+yZ/8SXNujkjxy2b8XOmYCiBDy3InhxdEnHIxNnazFxolYX9/vxl4ypYAOBk5aRcQCur9fr8RzqdPn9bR0VHbJf/09LQWFhaq3++3rIJR7O3t1eLiYlMFfTzLq1evmlqmDMChkVyEuepWeeJc8/Pzrdchm92z/0rwTQMfLXPo9bJlTGbysqL8edfIbCN7vbLsQKFi8KOlAJkWsPcesmc/nw7P8JA9pB44J2mw8CLLswnqzqH86U9/2kp5EgMBcLQsa7wom76fWRo7c0Yy20QeAB8Hpmrv7u4OrYL9f32y1yQJot9jc2wsyYk+K4RUCW90BbJ59G7GGTnJcrSxzTLFwsJCIzBJ4vL0BIRQ4EFGEVY9QvpAAWASzuvr6+r3+20Tds+bNsVGXd8c5ok1FJsXL1607U+cVESpQFhssIuwVFVT+37rt36rqqp+/OMfNx9D1Ed7i3xSIby4uGj9q4KXsh1sHK0W3L17t5Gi7FPz7iobb968aYnn+Ph4PX/+vDY3N1v/HDKNtMDog4ODodNCEDN4YeUkW9BQL7GR5CcGIZHID6zMKgH/Q6aynUD7gpiiZ5utwockAEgBm2cLgphAxo+V9/iGgMpubEBNqfviiy/qww8/rN3d3fZ8EjXJvzlJVQ12U9OdtpKr8VORmZ2drcXFxbp//34L9sb/4OCg+SB85beIBUWOL7JB6iw7N5b8OpMQ99AD6b1yIVOWINm3d88KFNswJ3YPgDV+Fmki+hB2+IGYw76pvvCKj7AbSUSqWWNjY+1IQ8/G3y3YycQlK42eBzb6ynFgm/6tFc12XWKLe0v2YR1MzD5c8deYU5YHg0ETjrKcnwtKCHTmUTzK1oBUdyUP8IF9dDqd+r3f+72bsQZs9pw7ODio+/fvD8npgpMSCflf8JqammplNivNsmxyfn5ec3NztbS0VOvr67W7u1uvXr2qFy9eDC0kUBOfm5trju7oHdmml5SRXF5eDvXSfOtb36rLy8va3t5uxsR4TL5ePZsnM5y9vb22p5YtbgSFbCqVNWxubjbVcGZmpu7fv18TExN1cHBQVdWCg75IYEj5zN4Aip6JGx8fb8ZtbK6vb1cG67vJDINKYk48e6/Xaz8LRPyZz0SdklX5XYHEB7k3B1lWGC0JCTKMkB0BlDxi6fLysmU5wElQ/NVf/dWanJxsJIWa6Rk4u74cQMlZsgct1amzs7NGUJAkGaCeVKA2MTFR7733Xn3yySd1eXlZ/X6/qST/t493yOTC980DYqUkjgClYwNl/uS+el6p0BnY+aNgDjwkHFkyXllZaWpLqqsAUObP72dnZ2tnZ6f11SEFV1c3W5koO1PwTk5Omg1MTk62Tc5XV1eHbCebtdP2s03g+vq6vvrqq9re3h5SYtbW1urx48f1wQcfNCKGYGZ7i3tU3a6cTvDmP8ZW4DGGktfLy5uFcltbW22szQvVXW+UgG4j9lQIj46OWqVlZ2en5ufn6+HDh40Yw+SDg4N68+ZN67G+vr6up0+ftmuxcepbp3PTt0cRun//fi0uLtbr16+bQvPgwYM2Nzs7Ow0HlIi73W7bm1Oi7pPlJ2PJr+BGBjOBjAIp0cqyJ99wnVTqPU8mmdS4JJBUK4G36ob0f/bZZ/Xs2bOGrapDmeh6f0mU5+v1erW7u9vadnIBmnf3lYke9fzw8LA+++yzevDgQT169Kg2Nzdrfn6+/WyW6oggvp/CC4w6ODho5GBsbKz1YBJL2G1WCg4ODpo6Z/6S8BnzJP+SUXOYStPV1VXbQF/c8Zx8nw2mzxlTOJKVInMohmQ1ENkxtxITFanj4+NaXFyshYWFodK8OaGYI2crKytD6hn8gX3m02bj1HExBQZ4R2OayYlEARE1tpnwqk4pF8N+5Dh7cLV6+N3ESAScn2ix4UPG3vxV1S0BfPXqVf385z+vly9f1urqan3rW99qmXL2nVEGst4sgOXEJSh5qf39/SZnv3z5sp4/f16DwaB+5Vd+pe0ppLQks9TPMjExUVtbW3VwcFDLy8s1OTnZmLhBPT4+rp/85CdtUNbX11vm9Pr167aPW1W1lapZhqmqBgYyPjL65eXNxpMcEHk4OzsbKqn6PQ7E2POdnG6A3MroGHPVTQbDiCYnJ2tra6suLm72TdzZ2WlytwxjMBi0RmcGR0GyYEQZJecHOVN29h6IFcdk3MpSynUMS8DW9J0LIgA6IJXtjo+PNxAHdtQnoDQYDOrzzz9vzcsMHHgtLCy0AIZAmUPKTa7gTPDiMOnsSRpy/szh06dPa2ZmpmXGMnp75s3Pz7fNcpEgBNIYprKC6JqzVEYEeeM2NTXVEhNB3ZY8SXjYoZW/SCxwVjIBHHxMLwo7RYYRciVlKocsWGJ1dnbWnsO7UasFeT5F3VI6o4YD+szsEcBU3FIN6HZvNonXOzQ1NVW/9mu/VpOTN1sWme+07SSAubBG4KJq8pOFhYXWZ+s5bTcFgzT7w8UsUSPHuR0UkgB3lOl2d3frq6++qoWFhUbYEdz9/f3q9/vNxw4PD+v+/ftDPblOCOj1erW9vV1VNVSqYmeCFxvMU5eQDDsOjI2N1b1791oQ5YuuwUfYRdVNEsJelc6Q36pqY2Uu+b1gKtF0Pe0KApz3ElgzWVBGpGznoim+LhYpJyJP7J69wBK+nos62FH+fhJVWHT37t3qdm+2JDs7O6uFhYVm4yolmTzze+9t/BDlJFUwHYamisXezZUEki/CQwpY9vbxaYkn9UjCzTclBVk+J9Z4P/Ni3iWOSq2pBMJm2OFZ+Is+9+yNvnfvXl1eXrYKxNXVVa2urtZgMGgJ/vLyciN5WiTgMHFCSw9M0q4Ds423+zx48GCo8pTxMsu9yKC4+vr161pfX2/2PT4+3hYaWmiZlQc9otlDr3Wg6raqI4Z5BgkaDgY3fNod7t2719jl5ubmkGToItlX4aIclzFmaQ2BuLi4aEC4uLhYjx8/boZ0enraSJ1NNBkSx9/Z2anHjx+38iTgsIfa1tZWvfvuu9XtduvVq1fNwRiyZ626WWm3sbHRtnBhZAIAsJ2cnGyNwQk4nU6ngaLMgCong15eXm59FFZAc2IAhxh3uzd9SZpjlRtkv4KGVc8HBwct8GqUvrq62f5ga2urKSQ5VxyFQyJlQEdPnV5CDg88ZOpUTAbJQLMsA4iVlJFKWUyWTJFJG4lrHnefTDCoLFU1ZMCafIEDm7OkX8+JsfcuHFX/GFKUq4WReeVyY6tsaq+8q6urpsrs7e01x0NG8pNlWMF2bGyslZQFJeor4En1RGYnsHovvmi8JQZUXkd3SS5STTEeVJFOp9MCJ5v1Tso1AgSwE2Cy5CRZoHLrhc0AlOUltosEW/2qLGoxyubmZvtdAIxcff755/X+++/X3Nxc9fv9evPmzdCCLIvIfChxlCaBs9e72etT6dh9tra26he/+EW9ePGixsbGanV1tbURUCnNxdbWVtvqQmP7vXv32ngjWUi93+f7gsPz589bU7ue5cPDw5qZmWmnQ1xfXzeCQR2BK0hb9i/BKPM/PT09tABPT6/v+V2+qoSJkPAPlQfqib5N98jeL4SSYogwwexut9viUvYKIyzwK3cZ0M6hTSIJPxziE+Y/g7xgKbEbJQoSGsmV2CJp0suH9HS73bp3717rXdfPze5dH5bmyuTsOeODMFT5nm0jdvBCDM2Wlm63O7R1lzmDnVdXV03QUHH6ZdhFKYWl4gXFy/dG1WDjjojs7Oy0CsHCwkIbP5jKFsyVah3V1/Mg/Miz55iYmGjvq5oEzz0TgpbqLdXRs/h/K/EXFhba4im4px3HfLqeJAseG6cUoFQSYdXXv/71Fpuo1TDI95LYs58UXSwAND6wxLhV1W0PIElaBmKLB8RoYmJiaPWfh/Hw2TujVyxVJFndnTt36sGDB0MryZSesuSnIdqxbo44UmZJJq70p5GZ8divTrlhYWGhNjc36+DgoIEP0PZJOVUZkELIufQUdLvdev36ddscGlilugYsOBYlBpB3u92h/YYYkRIH9SWdz2QLTLkhafYcMZAsb+RqyexTef36db18+XKocZWjIh2ZfVIXKb+CPGeSoVxd3TbsKkvn+NqINTPulLM5K0AHTOxPw7qA7bmqbsj38fFxA5vsl5FkAArBEKCy5zyRhFTvfqO9YZkls+UMsFmuFjgobqenp0N74mW/hvmiNFXdKpi2REDAlSDMreskqFZVu55AZMyNo/f0O4IR0iwwWaSTJF/S6LrIAZsAStm+QIH2p3HjN66BxMKYVNN8dnd3a2FhoR4/ftxWorL/R48eNXz5zd/8zaq66X8WiNl2VjUQj1Ewh2EUCooTpQhhANb6jjSWCx4ZUJ89e1abm5t1eHjYtrkaDG4WGezv77eE1dhQvQeDQTudwypbxM/PWMCDCLHDVOPZGxXN+MLqVL3YDL+U5MMZiTIbsO0PHOEDxikDMjK0u7vbAqovNi6pGB8fb/diUzA3hQlBPJ89VScYyk8JCFkykyywezaSSVQmzoPBTSP++vp6bWxsDG2SLVGC0+Yik6DRsqvEDMGHo/wSLsB54+X5vDeFm70rC2cFDHnNsR/9Mv6DwaAtZEq8rbptNzLeGUskIt5xtALIzn1SjErOYWFfKmf8Kltq+C18ESf5fFY4My5lfyKOwhdH7Y2iaS6qqqn1r169qvX19dre3m7cKAm9Xua1tbXWoma+PaddNnAD70JQy5axVFTZx/j4eP3jf/yPb94nDftrX/taVVWbBIaTZTtGn1J6kozLy8uWNTBE4HF6elovX76s6enpWlpaaoEFEObu65OTk7W+vt72nnvx4kVT43JvMT13FnNkuYsxknNPTk7akTFUtGyYrbpd9s7B+v1+a4zWy+GQc+NxeXnZtiwgc1fdkF3ltV6vV+vr63V1ddWIn2CSRMl1ZXWjfS2CCxID3L2HXrrREnyqs35WpjY/P19Pnjypn/70p0OAk+qf7HNiYqKVpswDggpsjIvNf1Ppm52dbWRasObYgoAEQ0bLPrPUZL6MuWfMgJerq5P8ZN+NsSP1c6gMgJRVylW3262tra1aXFxsc0GJ6Xa7ra+RHyRpy/LS2dlZO10ly5Mp16f67NmRxhwXP0ddTrILaPVyGQeJnbnis8bLddIGACb74d9wwb0QHWUZ5XBbMcETYJU4JAB5xtnZ2SElUd+w/cjyw19OTk5qb2+v9bsJJoLUaNKXpbDslZQsetZ+v18PHjxoyaRsXCBKu9KTpVXEmeT6kwU5Y768vFxLS0utrD8/P99WqAtsyKGSsXtREKmDFAABpd/vt3s6Yg4JnZ6eblvRsBvBI1dSZoJvrqi2djxAnvST6xEmHvBxvgsPO51OHRwctPjh/9gvksoejZ0yu02xU7HM1g64Zq7Yem5NRTyAZ4gdnIRdiUG5c4Lr5jWQDiRFm1T+vviq15xNJA5LNNgiDGPvx8fHtbS0NFTWleBl/EaS4QTBwDXSl137//ZBOo0lISOVxxSLYAXCaCycXiV2UIwlBnDA+1Oz7HCgr9g7uK+KGqXd8/KJ0cWD7p+VgDyHFzmem5tr8VrCY+5TEebXyJidMAgU5irJaVW1Vrd33nmnKZbZXia++Ld7GFPJ+MTERGvBSEKaeNsUwO9///u1v79f29vbzfD9osHgjD6Z5SOElviTOAEJYDk5OamvvvqqvZSSn8BKhdBnwWFdF5nLMicSdffu3QbepGRkNbMORj/aq6ikZcdvBpTGSYrlkPo4qAFW3TD4zErJ5AKnBm3PC7w4p0CLmCBWniP74XzP/Jhkv+NZdnd3m5EgS0oJ+T3jm6uCEclOpzO07YFtN6pqKIsWqJKQGhtSvvKORENA5nTmpqqaIpXKS7c7vBULcEiQzBYA10MIZVVZ3sl+FNfJ1YhjYzd9bLLTUYKpyZzyTDkBgElykLe0T9e1HcyoCpwtF0nO3cP8Cqa+Z+yrbsulSZypXVmOkvWmqg9wEUOAa9FMKl1KWTJoR3Sxaz7N3jPbZyNf//rX2ybD2Uj94sWLBprm3tfa2lrNz8/XwcFB2/oFWaN8/PZv/3Z1Op36b//tv7XnyT7YDJ6UirOzs1paWqr79+83gmuOBG/XmJqaqsXFxRYYLZTJKgP70WMowTO/yv4W/vR6vZasmENYQ7E2hlQ55Aa+8Vtz7XfPz89bCVm1Istj1HG+qs8w1UzjJSD5ngDsueDcKJmhsCElGbAy2fGzyPHGxka9fPmy/XyWHTNxRCDZCbKWynnapeQbITVvnilXu3o/1zDODkpAYuEWv0ulyrvlCRPiW/bD8b3R7cEkMOY31WLvn0loKqFJvJEzrRLiuVI8G7aViQQ/yRnsz4UVMMzzzM7Ott53zw6fER1CElvJ+ck5Rs5gVO5qYNEMkpTjQU3mx+ZwfHy8qfruS9GHibjEqODCfsXD/f39Jh6ZL5/0C1Usdk1lReAk7OYIvoolOUZJhD0nIvq9733v5mcQwB/84Ae1tbU11A+FXMjqMjApnwo8DMAy/FSQZHyMhhGaJI40NjbWmsyRpgT4lKmTzSbpyRJprgCSGVAZU2YHVsfHx/X8+fO6vr5uWS7n42BTU1ONMGRjteCWTe3UQCQD+ABiv49wMjgfpVOrLzkPMPbs5gqhyVKkuctsiuELvOPjN/vokaQBUjb7G2NKBJBKgpp9GWxFWUiPlUBvDBhtkmzPSPkxbpk9SkzYY869awhAZP1MZIyvj7GRAMhkvUcGFFsLpYrF3syrvkPqcDp4kkFzADDMLxXHnnAUiapbAgjIZI+SHsqGccgkjK1ngkJNsRkxNSaBiQ0BaeOr/MTn+IJnT6WQT6TK49rsLMv97FByQpn46quv2oIH9xSwbKd09+7dWl1drTdv3jRSI3EA0N/+9rer0+nU//gf/6ONQfprBhDvZTcAdll1cxawwM0vgP729nZ7R3aGeCXZzvKkra5c38/AC35gdbFKAdJm/BAsAUMgTdWQ3QgQzhNnJ/wOQcxN9M/Pz9veqoeHh20eEAFqCptGCoyT54bH7IUvShxsJ5O4Yt6pu3fv3q35+fmGgUl+U8XTj+65/KzYkqqX78Eaz8mORrdXMS/Gjh/kSmNjkaqTn89tn+CCZ5KEuCZ7yX57ilXGRv4t1v6yBM//IRJJVBEP85mtI3w0FVBfV1e3W8iMEk8qJrGGug/PPZdnzVXX5jIVWveQFOWG2uI/H0B8M+bkO2SrEt9KPpHlbPaTOAnb8SbtApIg4/PBBx/U7OxsbW5utnmquln8ubq62tpEJLAHBwd1fHxc29vbtb29PVRm1n5iXlRJsmVJUmtzcsdgthLwzMxM28qFQckWOYiJyyxrY2OjLWfXtyaou6lBy+xEVsvBBoNBG6jr6+uhAZicvNkQlKriTxmKSTo+Pm5bNBgcIOaLisUZchXjkydPWuM2ZYNzK2fmvjsnJyd1fHzcMvdUzgTHbMR3P/uTYe/T09M1NzfXFB+ZNuWG+ueZkE99g8B7aWmpbaytQVngRgaBiHKHgKJfUr8S4pRNrebQ/fXvCbyck3M5NSKzSk5I2U11CtghGMYAKQAyACL7T/SGGR+OluorslJVrcwlu0KA9/b2Ws/IqI0NBoPWD+gd8h35hXmUpea85buY51QjAJLP5eVlW1REecsVyD42wjZvuXqZLyKs2iMQxrOzs9Y+sbe3V2NjY60hOwmYoA04YYVgaE4RJURhMBjUxsZGO3rMueGCTPb1JKhTWq16ZT/z8/ND5fVe76YHWD+wUp02CgFYz455ShCX2UsUc9GTd8oSr+2i+JdxRmytZqaE60Vmh6l4ZLWEemoTYmo0m4MHSc4kXycnJ7W7uzukHsDtJCTZm5zlUcpjJlmeEw7kZrTwHUGqum2dYC9aZPTrwRALvgTT6enphqfGOfHPtV3fvLq/6ongK07oZX/79m3b79K1Njc3Gw4Y3ywP81PkRGyi+rpOElKx4f/vJxMHSTe/StKFjJkzdpcxNm3borT0wVS1JdujZfasYiTxzeQ0y9HmxrN6TrZ6586dof7T8fHx1oZlLi3mTFxWkdMaxBZVNPAT99PWwadHVTHxb7Rqk0pZKpSpilJnYZxYY+eHTBoymUDILi4uamFhob71rW/V+fl5vXz5svb39+vVq1ft/shiv9//C9txSQzMM9zAwYxJlotTOTbf+c6euRFAm2RSJkZ3KxfEqDmMJiVkAYLRCchZBkt1ipLi4YBVZvZIycXFRa2trdXJyclQVp0rQq1KY3TZyIpAGjwZLaM5OTmpFy9eNEnbdalzSWxMcp4oMRjcHhuWZJZBKT0Bf867urra9g1EoBmdrM976emi+HGck5OT9j3EMkut/pyZmWkZfCpAlLzM2D2P4MTpNXIzfOpNSuBK+Bwa8ABKfTdJLDIgZQlX6U6Qpa4hgEn6vFeSanNDBeQEVL6Tk5O2MlZj7vHxcTtxxPhm1ohcnZ+fN5VSQEMyE9yATwZhticRApjUFokElVQZ0Uphvil4Ih6p+srW2aAgTZW1kXBuP5SlfHYPAC2YQaYQUKpWlucRjampqbp37147rgwBBc6ZnZp3tiRI9Xq9dm4r37BC/86dO22jcD1xju+SWLIRpUoBSeDNRUOCLPBnn5lIsHsYkT1yuWpS8FK2gTNsXYIBzCn+SdRS8dGf7GdcR2DodDoN57RfJEHIZ2ODiFmq96losMvRshI7YAPIAxKcuyAolSP1MITNUr9gknETh+BZp9NprRxsO3u4k9Bmv6rkAkmcnZ1thwJI2o13VkWoyVlNEZ8kXBLWVMazxOq+kl32lqQtqzNZafBMYiwsGwwGDe8RZ9+/vLxsp1l5hlS9JX6e1T0zholP+uazipdlcH4+qmayn1TV4Scf5e8pClADHSMHyyVHFF22Iibl/GXSLoFKJdRcplLJft0z223SH8xBt9sd2s7Iz7h2Jr+wZHJysp3Uk0KQ/yOYLC4uDhFHuIvUTU3dnhtPMYVzYpLkOoWJTDJSEGtWIEM1acpjQJgxC6xpqB40gT/lVSVd5QEBd3Z2tm0kKdM2GJlVy6JtqbC8vFwHBwdtNZ/J8xyeJYkHNYnTMUarixcWFmp9fccNDDgAACAASURBVL0FG9kAZ+cMAM9+e8fHx615O9VBwQ9Z2d/fbzJ7Blj3yHOGM/h6DivSqFYciSNQwRzjlcvgU4VyeHT2IVxcXAytshZcGKEvCigFNss3MnEStIBlntKGzAXg8AwJksa4qlrZ1T2U84xNr9dr6rVnyGzPNVKZziSj1+vV8vJy7e3ttYAIADkZkuf3ES+qw507d+qjjz6qR48eDbUe5DYJu7u7rYlcwz5yIvHib5IBvXNaIyQDScrNVQLJaLlIwGcv5n59fb0pm1ny0OCcgQxhT5AxVo5ZSuzIftrclilL5Rq+YQmfYF+Oa7p//369ePGiJicnm5JILVpZWamjo6Pa2tqqXq/X9rOTEFEckW44lcDORkZVAT8Dj1J5zF6iJLLeH0HxLnDTwrAkh/6N8GfLh2dApsydkhA7WlpaqomJiXr69OlQzxBVtNfrtX5I72f+YLUkQy8n1Q354vN8nOJcVS3BGgwGrToA+5H709PTtgilqlpPVLYdSaRgiTJvquMSbcmSXjLzyWcpgfyL/+ZRlnzH39M+jFPaAJ/yfaobP0ycscitqv7CpvF8C1ZW3fbVi31JLlKhMq5ZUUCgxAGJMSyj3nrO8/PzoT4795Pgssdsyxlt7WL/3iPFDXitj05FMccsk43sp2c7kmy2V1VNHR/daDp7kyXWWQoejVGeSeuERD+PVIWbb9/enPgi2eanqeDmvBqnqmorhrWm2NLt7du3rSw8OTlZ9+/fr5mZmdZvLs6oGCKTOEDaIzEg+QfOleOQfY7X19e3PYD/4T/8h6HTL7788sv2YrIs4JiZejaqytgQGUyasZFPvRSGn5m0lYmcz6R2u93WZ5K9Uxi+LEzGps8DYJsQTpkSaaoNiENmb04AAYSCb6fTaaVhBpZj5Au5ETBGs2iODeRy8Yrn5pBKuwiuyTX+3pVylyWTVDE5ETJeVbW3t9dUU5saMyoZS6fTqY2NjWaAnk1Q5/h6yAAlhxRIMntkZwKx8QdgKdEjR91utx3qnSQ0n4HNGQPX0X9iHyYgl4sTOIjAkMqhZ1bqu7q62USXmuteWgD0Mim7y7T5hfFzX5L+aMDLtgRqij0ms+HbJzNySQBg63Ru+gQPDw+HFlMAYIkcspEJmXsl+CA+xjaVBy0JlNHMfFNdoPYhgEdHR83el5eX25m+Ozs7bbydGnR9fd3+zueUnVIh005ydXVVv/3bv13dbrf+5E/+ZChweQegmn0/+c5VN6vY83vIH8ykDhoze4+qpqQdUFHT51Q6YJQSMTwRKI0Ldc29JaASWdfXj4mEqv4gc1XD7R65Dx8Vg9KSiSR8M4euK7hm8MmqEB/znmw1sQGOwBXkk03DxRQR+H/ivYV3g8Gg7UOY1Yck+Z5vdGsgNptYkWqY7yX5UGI3Doll2V8H/2ZnZ1vSac61CMHRnENtLJ51bm5uqP2GCqzKkLh6dXVVGxsbjbDkgkJz4z3EFzbtevnz7Nb7I1x8QxUDybtz507bIN4zsqUklznOSZBhroQnY6dYgBCZsyzVm2vPjkAhXew88Tjjvf9LJZkPzc/PtyMBVU5UKKqqvva1r7XDLbJFTpzMrbEQVZUx7843+bA5ghFZoet2u/U7v/M7wwTwRz/6Ubv53bt3G0HxoqP9gAKGmxhMRiVQeTDsG6AAacYFcDmIDE/gpaaR3sfHx4dWtFG3kr0jjynbI0EI3/7+fgMzpMLE5uaxmmOpPlRE76FZORVGmTKFYBREsuz5i1/8opGEZ8+eNUPNRRYIHmKr1DxKPu2dhUB7dqDEmNIhcl7NrYyRg3Q6N1tIGFMOqh+CA1B1vvjii1ZSZpSHh4dtjM0T2yHhIzGyLGMkAJpjCpNAx8E4iWf2lYHbuMnuZF36h96+fVv9fr8BmrJE1W2JB4j6faSXvXmPLEF4TyWmDLzmN8cmSxh2n7+8vGwnUVRVW30K9Nw/VwS7/vj4eCNqa2tr7fhBq+D4cO4vOFpuQH6zTQEg5ya2thAxh37OwgHXzBKXgIVQ2jwaaFIEqBrszj1y+x6EQhnY3Mui/+E//Id1fX1dP/7xj4fwxpxJZI0/dQxeIe12MpDpGzf39E6ppKXCiDTyUQGy1xve8sd7uZ+5zfnPhFnfcZad4E72H0qeYZ7x8uUdJMSZYMF3hIBPIfp8OsWCHGeBir0nofFsGZgFapUOOO7/KUISM9cVKy4vb/s3U0FJH03BQ5xBfCQQSJvEwu+mKsQnsiUn/Sd9nqAgaecvqeBIXhMztUJoXSJ8IOXuD8fcx3ual+np6VpdXW0YQjGURJ2fnw9dB7aJdZnEwZJM8hC7XFzh2VLdM34U29FqjS92vLW1VV988UU7ljLJXvbiZWsNAm58M85I4lKBE3vwE89MZbVeIUUetir23r17t23yPxgMamlpqR4+fFjLy8tN4bPhPVuFC/wutxEiMKR9mVvPrd9ybm6urdNgt/YBbATw3/ybf9MM6/JyeHNmD2WQUkqdnJxs5SODl8QuMz7XNtGDwc1xbYKVQRaEOGCCgOt7Vg5CReRE9ggz4AiSwc8eANlR1c3JEqlcInEJMgyqqprqMDMzU3t7ey0IcVhZGaUwtw3wbGtrazUxcbM/0f3792t1dbW9I6fJIHZxcdHOQdVnwOAdd4Po6qeRIWUpJ3sWlIsTkJ1MMKru5DggYAyVUri4uNieIwOfYIjcsKeUzdN5nDyBUAtGgi27kFgg7GyVM5kP2ZTGbtcWWO/cuVPj4+PtGEEBLm2Qox8eHjaSJfBp+PcRRHPFc5KCLMemMsrHfABsKrbUJGPouVIRzf4lwRIoKksmyeCr3jP755IAmIvM/tmm77169aqeP3/e2huurq5aAqX310dyBXCRGAERsedTnU6nnX6h1Ad3KFqpdMAh5Kzb7dY/+Af/oK6urupHP/pRmx9fxk/5NnEmSRwb0IKSSaP+UcFzdFGDeUmVm49NTt4eyycZFwTgiXt4b6cUCIK5I4PkxnMLcmyQXySxgQnsNhcG5hxR0iyWghsIQqqrWaGh0JkngZ9Cp5yZwdg4el7P53mVfM/Pz4dW/idmd7vdVo3i35Q/z/r27dt69epVi1f+P5VxwR1+iZOIbpaPPYPEAK7Cd5ghllTV0F6K8DFJt1jJn9J+VBU8u3mHYT6SLFjpPlay8wWxCD7ARLaRpCpFIHHr/Py8rZ7nJ3qCR8uW3kHylUmDv8OgTKBH1eLE1qpbpdA7sMdMtkeT1bRx75ikNBPGUfUXiePPMzMzde/evaHtk8RK1aLT09Pa3d1tOwt4FhjpWuKXe+EV/MQpSHxNQsnXfuu3fusmQXEBNerT09O2Een4+HgrlwBiQFJ1I4OqiSMjg8GgKUC/bEWcSRKwrFZDUAwaY80JY8wm2AKRBGjqlCwwy6KMS6OpUpx3ubi4qC+//LI1mwtaMhqnTnBUhIoki0wxNCsKTW6WZ6qqkSfnleoTA26p4MiwGTLl8fT0tG2qfXV11d4tSxQIl0Ak4wO4WeJAsAV1+7adnp623iqE3yomY67xXNBbWloaKm1SHAGU5zVeQJaiAawcT5fnI8ugU9LPXriVlZVGZAU+QJxlWCoDm5yYmKhHjx41ZcXPnpyctBWFFNbJyckWiDmqHkmOirxQvvJYtsFg0PpjAFwe3WN7BM+ubC1IA0m2ND4+PrSxNpAWQLM8Mj5+s3Hw1tZWAw5ERHDig7lBe5ZslauyBFJ1s6Bsbm6u/upf/av15Zdftp4ezzxKes0PoAWObLfX69WHH37Yjo3SD/n8+fOqqtrY2GhjLhBkyQqGAWNBLhVicyg4a02BK76f5S3EM1UoY5AlT0QkE2TEzdzALgTZkY/X19cNe9JG2bJ3lIjmCknzZD/EJA3KbhIemJlzLAEaGxuro6OjIbw2nmx2aWmpLfxaWFionZ2dFogQzVx4ZVN4wdC9U0Bgv9lv5ovSC1eocpLqqmoESILs7PXp6el2dqxeZP4qKbLZ+OvXr4eOAux2u207m/Pz84ZNPsgYlVI7RyZh+npH23YWFhbawQPIEQxjk55Zz+Pu7m4tLi623s7p6ek6Pj6uL7/8sh1RmHPqWldXV+1kGTFBHIYVqRTz0SQ6VHkkLkv5ifWwTazJChjimphDtdaWI47lnz6rq6t1//79dnLO4eFh82P+I2aKoaMiTopBvifJevHiRTthzLxTkEfJb65QRqw9z9zcXDuh5/LysvndyspKq+ycn98cJ3txcdEU1Gw58GyeGX7mWoOsuhJeEvfgEDtoBJBkf+/evaq6ac6dn5+v9fX1NtG2wBCgOMHR0VHbqkIgUcbQkEoN5BwG2QRRK5yeQe704kdHR21xAyNEHIAm0sfxe71e7e7u1urqasuOnL0HALNEDBhlgAhA7t/T6XRaw7mNpxk5INWgarEG47I9SJJKJA+wje5Xx6HS+UyouTs6OmrP4b1lq8rEWarPACxbN6eeDTHq9XqtNwTYdDqdBlT7+/vN2ZL4I52yDuMpmCAiFlEAw7m5uVbWm5qaalvyJHHIjF4QBzic3Wo/ZU1Ew+ID9icRWV5erouLi6HTCDhK9vLJ2OzNd3Fx0TZCPTs7azYFVI2FFe/eky0DJQkHFRJIIbCIsoRFEMn3VjL0QZ79XcLGh72fRCez/arbU3H4DZtMYmlMkpReXt4eyp69cAKCTbTNP2Kd5UXvbexTGXIG88XFRSPMs7Oztby83J6d6s2ns3cny87wJUkiDOOf+f0cL2OWysf19e3xWHApsSrLb5QkapdAwg4SMyVvAufdu3eHylFZ+hoN4NfX17WystIWGpyfn7eFblXVAlUqoLCPr5gXCVgqQLlg6PT05gjP+/fvt/fiuzBaEGZb/FkyYy6Mm495IRAgDr1er9l5qo22BYJtdgXg+wKk7YGQ7k7ndvUqRTUrRbkq00dSYW6rbkidqhD1jz3BS9UBMQJO57xKyK+vrxumGb9+v98WZloE9fWvf73u3r1bBwcHbc7FFj7HRhBNgoJ3E3fEZXHR91PIMVfEH4KCakAKPsZUHM0+/awGIUS2WYNhWS4+Pb3Zk5MgUVXtxCGtWOzZ9dOes/VCfE9OIm7qvXa2u1XumVCnStnp3LTR2V7r6Oionj17VqenN/snq65m4v3mzZva3t5uC06RP8/tPbIqijwjzalWu27u/ZjxxGfMwMoAZRFAX0kQoTM4VrI5cxKAyYirqrFexkwBQdoQB5u6YtNWju7u7tann35aKysr9fjx4zo7O2tL3K+ubvYDQyipmKMN9Bx7ZmamZmZm6uHDh83h/J4ATsVM1gwYMzMCyo6fY5i5lQFFptvtto2AM3tndIwxVwYicgAy2b+xFJxlziT/nAOBK4MVMEAcUokBzoKXAGOhQW7tYoPKLGlp9mbErpFlQePJLhBg5C8VoMwwlVyBAbtkk3oDZesCYSqdwN+YZssBezU+pHPzJtADH2VNmRe127gKmAgudery8rJdF2EeHXvEESnKxUKCBOKVJCbJ32jZZFQl3djYaKQqy0JZlvR95dVRNZFCkfPNZs1BVQ2pMshMqgX8Hlnhe93uzWIlP6/X1GHwVNiDg4OmsF9eXraSiufSEpILEvKdR5MVfUxV1U7/yFYLAS9LKqOlNUmmwJf31KtkqxTtM1dXV7W9vd2AnBouWaSMnZ2dtf0aBQDYbcxTZaqqFgTMHxtyX74uYKeCCJfOzs5adQFu8K9se8ixTHKnrCgYqSzxB76v7KalZNSWYSb/YrfiGFujOqUCmb44MTHRtubISgYF6eLioq1YTgxQIkXSkTHxLMuE2cbxyz4IYM6DxMn4Z/9Z1e0q3STiVmXnHrnEBKQGvuhF8/uXl5dDJV/vxwcldgi9GKTiQ4VCoLy/2EAl9q5O5cgjQfm/eZNUpZjj2ZDU0bJ/ijB8BV9JxdhcJdGn4muzIEDcv3+/kVCEi0oMf8ydJBA+sGGY/uLFi7b3ZMYgi1LFRfwmMdnPZo9gJrn+TLJo3nLsEtevrq5uFcCq280TOREjIS/LbIEoxxfYDADFBgDKBmT75N6zs7PmkDIyRyL1+/2amJionZ2devPmTY2NjdW7777bnAqI5akNwMGEMDJnBZtoYLe/v98UOhlcrlwyoEtLS3VxcVEbGxstyL3zzjtDAyl4IXUMIo2QE83NzbUtAYCN3iHqmOtwIgHJswuU/m6yASNgUKaURbqGEgVihdylMgoA9JkZdwa2uLhYb9++bb1RgGB/f3+o/8wYdTqdtl0L8OMwbIKCC7gFOUBi3z4AxNCBJEAB4MBblpbEw7gprRjjPHZQZpxzYhxyjs0DO8reOYmKeUfUOSSw4j+eF7iMZtnuLynI0iQbzCCdACsoZjYpuAO9JDLGk60iVLJhduH9BV+Bw6INBM1cIz25+AT5Mo/6uNiRoJCn4GQriDlRrvRRHrUVU7YNGL9RNbTqtqwOF2Bilmuvr6+HWgIQY/2rT58+rYWFhVpZWWn2wsfNrwAlsGoGd5/Dw8NaWFhoYyooZtAdGxv7pa0fxpz9In7K2ohtKuk5R5K3LHGLAf5O8T0/Px8KYHq/vKN34G9JTGBNBulUWmG6efKVCRC8dC3JFz84OzsbUgUzIOaCDNcxR/msSHZWpxJfEEiYJFlGUMQGyanEP9tQjA+iwpZz7v2d0g57YXEG/lSTMh75P/aRiZA/zYl+SUm3bcgkOrAEvpkDxDorWxR5OJTtIUii57m6umqtVOaQPxsrijm7zrH0Hnwp8VUyAtPNcVbIEktSGLJAhj3mh4qZcwAbrq9v9tLNAxfEYjhoLFNlZg9JbsX7VP+Mo3snEXevJNpjwHp0/yAAhCDJLKanp1sWniUBwSvLvTJ/RrewsDC0DQyQQOIyG3rw4EFbwfLll1+2UwZmZ2fbfmLKNBi2gJ8rWQHj8fFxPX36tNbW1mphYaE1XHIAoOeZMhA68WFxcbGmpqZqc3OzLi4uWtn78vKySdEZpDSIK/MBMd9LECE3p5pmsnIVmPmyn5+yj/suLCy0DL7X67UG0MyEATkigZwjD97p6uqqFhcXmyLMscj2gvvm5mYzZoqo9xNEADYn1Ocn8AtOSq+ZYKRq4Fqnp6etVJR2MzMzM5TtAWaAwbkQhVQwgY6fA+QAH7Aab/PoEPYsp1fV0KHdCwsLrXSZC1CSwCbwCG5Zmkf+slSTizPcKxWDJM8JorlhuL4lJDBL7Tl2gEoJRHmPqpfzm1mncrxAmgoLEKcCIeWjGayAne8CAxwmTw0aXQDlnSz+2tzcbGOUgSZJOezIZNX39Uu7p8SiqhrpyOdwvOTKykpL/NxTWcY1MqFwD1WMubm5Vsbrdrvte+ykZfX/hzyraAhe8FuZzMp3xF/PKnz2DBJA1xSc4LC58C5pi+YRdsEs187ytgQskyl/CmCpjFRVa1eBi5n4sznldkfswVtzTfni764HS6pqaLEA38rEhY0lWYCD+iOzJNfpdGpvb6/5EzLOL3Jc2ID3oyxJsn9ZApslTZWg7L/LFcDitzGg/ppbdri0tNTejUoGE8xRlvz5GxKXO3SIq7koy7hY7Y/s5Pumgi8hy/iHEJlXlZpcvS8Wib8wP6t31HPxcXd3tyX21D/YqmSbyRQV1/ilep3Ye3V10x5EoJIcSj5T7FLZy8pVrlVI9TnVXf2I8CCJfkvvXRRxUEqkxsiEDbzJUQYUwMjMypQenjIimwB29jqSndm64Gc/+1k9efKk7t27V9fX17W5udmM1cufnZ21o48YCPIHsAWUbrfbVgbb73BsbKxt3+C6WZrQz0AFnZ2dbQs5kMiFhYVWxgBGggKDBSDUUe+fPWz9fr8d/QJ0c7L1ciSozczM1MbGRhtnYGXhQao3v+yDVAAgIKNUks2sPubN9Y0ZcqSs1ev1amtrqxk/8FeKQTK8V6qEHE+pT4ljfX29Xr9+XX/tr/21VqagDlmFqVne+CMoCCpA5Cy/7DSaDMJJIIy/562qpmienZ21vkjjeHp6Wtvb2/XNb36zdnd3W2uDLFAf4y9TwNhcZqoICfs8OTkZ2pYH2LhGllWzzOzfxnpsbKw1jyPDgCwzSaBMpdra2hpS+M/Pz9vzAMDp6el68+ZNbW1t1XvvvdcA9fLyslZXV+vw8HBoIY4/EQqJIT9KMmrMBBDKcyqfSHgqYcYtf858ppIjaGcJBkm4vr5ubRgAV1IgWXz//ffrxYsXtb6+3gDZPAjkSnfZm2TuBIDFxcXa2tqqV69etYVVMBgJY89JAs2dOTWvEl8lZiRcv5PfFVRhI+KTq2W1Xwiykn7kG36mcpf+mMqG8fF/yILYkkqt/0v78/7IYtqMI0KpPFYhSziz9EvJghMIR/qYODg/Pz+kToo7rjU5OfkXSt/EEdeD2ZLrTAYpRchHVlRUbRDyrEzAC7HYfBBKxCu+nYsmPCc7TzEk7dzYSpCJRa4LRyUkcDarJOJM4hs7rLrdlYRvEEkoamwRyU1CxEerbndjSNUM1xGfjCPFMX3AiU/s0fOz8VHVkw/gGNl3DvPZf5aaJU18FllD3FJMyX5J8+X92GQKCWKw63a73dttYP7dv/t3LVhyHlmDiwuqjFdGOBjcNn8CgqpqBiGrck5tloooYMpKyMzl5WW9evWq1tfXW2BnhH4OQaFm6QEyuV42SxfATwYoS2CsVdXKVdQUDk+2N5jT09Nt8QCDF9hTVicdcxaEFYgk0aOWGPOqWyUigTVZPBDR/5b9OwDAMyhV5cbEWU7x83nqg3dhVACcipCKg/E1jhzJO6QxcmqEQMBK0mK19urqaj158qT1e3l/48Ie2a9xBYwSGWNITQEynEPwBCqyQQDpPUb7+rKFQLvEYDCo5eXlpnwfHR1Vv98fWvgCYI37aIZrzHKujZN5GS1dGmPB9c2bNy1TR2qRAeOUY+/nKLwIZQJoqhEJlEme7U12dXVV6+vr7fgt87q1tTU093t7e812JXLeP9U4AZZPXlxctEU1FmhJGjKxMIYWi/zmb/5mdbvd+tGPfjTkB1mWHy1BpjoD97I3U7J2fX1d/X6/VUuSuKqspFKBtEjGzs/Pm617X1UYeJUY5xn5lH3FBFBk1XvASWPk2TIJ4QPmVL8Vf4CFuX0PoovE8C/nJguW7D1L4IQC74VoZCkygxoynzZnT7Yk9ImRMM72RwJ2xoRMtFwDfmYZLbdF8ckKAhEl/crK28R2z2bMkzDzYX/PxTm9Xq+1Do1WcYyJ+Fx124NuN4csd87Oztbc3FwjP1lFSH/PtoWrq6s2htn3DiPMYXIFz4HguY4kToKctoTUsWVjln/v9XqNaOd9s3XBc7MnPoVHwGN4KJbyFeOGxMOVJOXsMHFDos9m+Ff6ydTUVCOKYsLo3Hv2xPhRDpD258OvfV1fX9d3v/vdG+z2SyZEBu2h0kgEZRNuI1pglkEI6BgIjoK9v337tsmqVdV2+desrWSxvb3dVhObzN3d3UZikJDp6elaXFxsy6yVjAVxvVh+VxbI0LMfQgYjUwKcnPL58+fV7/fr+vq6tre3G9GhEF5cXLQ9yhiWieKUQEPw50zIcz4Xx8myqvnQhF9Vde/eveYIrvHRRx/V6upqLS0ttUUWScgYWqo7srjp6ena3d0dOgXA5/Lysm0Pk3OOEJ2f32wDk6vaKAUAVAYmC+cYqTobj42Njer1evXo0aOhBTMnJyetR8oq9SRG5tXzcSjl4gymmok5mzEfLc1lpg/oer1e25fP9gx5fJ0Mrte7KdNTt0aJrLlWGtHn6l7AJre4GC1jpEpjYYuEiW8B9UwoAB+VM8t7yG5m7EtLS+2ZJQWeh+0/efKkVlZW2lF7vd5N761ER2DN8Qb2xl3yZMxkyqlQIpIPHjxogRKZBPaUF+0nnlPZCvFNexVknRiTIM+HLWjKLXpevHhRL168aFtx8CGEzxZVjvbrdDotgElo2YaEUZBAID0LPIPlg8Gg+Qvb7nQ6bfWhpI2vslNBN98tg+X4+HizDZhm/sQM5ESLSFUNqS5K2P7v7t27Qyu7JfqCLDtnj6kU8iniRFW1lbXZy5iqOj+GARKS8/ObLTh6vV7DH9uX5XjwZfOUqgzbh6Hj4+OtVce+pRsbG/XmzZtGVLM3y/Vdy/i6N9+/uLjdbxIRopplkgaPUzFF2I2HsYajqThqdYDZVdXwke1YAa5CmBifiq9Y6mclwCoQu7u7rbSaQoTysXuaa8IPHMYHYGom0J4VRsA5tgRzqIoSz4mJiVpeXq7Nzc168eJFI/FZzs1ty/gFe0u/0YqRhDy/3+l0WiV0a2trqLUjy7p5HrKYwaYzcR2tbqQ6KBm8vLy87QEUGEiwmQn0+/2WYV9cXNTOzk6bQEBNcbD9iTKmwItwAYGqm/KMEsH4+Hjdv3+/3rx5U2dnZ+3/AAYwztJDv9+v+fn5dr/x8fG2jc36+nqbpAwUy8vLbVIYj9KRMXAgs/KKcq8g8dlnn9XLly/rV37lV4bq/foDAPnq6mpTI0n2+oAEbI4FrATsfr/f+gFS6s1yB7VBj16Wcc7Pz+vJkyf1Z3/2Z/Xy5cv6G3/jbwz175yentY3v/nNuri42UPr4uL2PGBEf3Jysu7du1d7e3ut2Zh6xsBmZ2dbUM2su9/vD5VvM3s27ha9yIoo0Iz48vKyOfXl5WULagyZSpnqQG6zoGFZQEU4KQ9K91dXV0NbnhhfwdYzIMxAwxwIeIBpeXm5gdju7m4DN4uJ5ubmWhAD3gJK7tpu30kgUHW7+XkmCFkaMlb85NWrVzU1NVX9fn+opwVI6OVKNY/vJjmmXPFFODE1NdW2xBHskc/9/f360z/909YDhajmiTxAHgbBkr29vdrd3W3jIrmTXetBBKKCIj83j+YUodND7B0EgVQXBUZEl90CWUEYCJsfvUtZJn7z5k09f/683YeNe9ZU5LVfwBQBZXx8vO0bZrsTZJ79Ix3sWIBEzGT+kiEJwEDviQAAIABJREFUNnLpaC5YKEDaQcGc8mU+kmXVTEbMqRhhdwBjLdHO4GluKcQTEzc7R0iqJB/wAz54nqxSSOK3t7fbWPBT/pYlXmTFljh52kf2esG9JFFZNkVcjT2CqNz8d//u362PPvqoNjc36+rqamjBXC5uYmu5YCxbUajr7NT4jaqkabcLCwtD6py2DaRzfHy8Lew7PT2t/f391u6klKnsDXOqbvrVFxYWWiLnXbP6kqQYgcmqm8Qk+wH9fyaVqk35f0nIHecJDzz/aOuAOJSKKH5j/K6ubk61WlxcrCdPnrQtybSlLC8vN9LsPRBMCZs+0kxy86M1RUI3NjZWCwsLQ2IPf7Dn5OXlzaIr729HFTEgS8Cpnmcpna20EvDv//7vtyyRk2LqExMTzSiqqpaWltpBxr5Pfk5l5PLysjlKNpaPjY0NbVOgn2l8fLyduzs5eXPkzvz8fHMOex4xdi9r8YUgjXAJlj4pref/GRiN+p5NIMlM5IMPPqh+v98mo9/vNwBhaAiGcUNEs6yRPTqAK5/p5OSk/vzP/7zOzs7qr/yVv9KaOJMszszMDJEpzgeoVldX62/+zb/ZAgvyPTs7W8+fP2+rDTNjEtRTgs++lOyH8ffcaw8A5j6HqZhwqjw9JsHP2Pl7ri72+2xJRmYhEMdWvhwMBm2rgrSb6+ubrYY++uijFlw9R276qu+IoyFXGultUeJ5lEBktvaMQtARqUyyUoVg/0ngsvSKLGb7ALUV4LOPUeWdaiZ4nJ2dDe1TJ8BITNir++X1qDe5IEGgq7rtpRFQr66umnLk2TMIU3IPDg6aXVDckIXMmhFwPmkrG9fgB0ifjNziFzby9//+369ut1s//vGPh5IEY8EP4UpiDvsznktLS+0d+RObZN8URv6xtLTUlPmpqammlC4uLjbyKvnmS2nz9hs9Pz+v/f39hqN839z0+/22gO38/LxevXrVgjtbzVJ+VbXkOxcs+fBBRFayoLn9+vq6ERd9wWxKRYSvIdsUJyoRO/z5z39eb968aRiUeMqnLaTI4McfqZ5KeXwEZiC1WaXxzn6W/8FcxElvdLaUwIrs6dSf7IQHpIhNi0l5f0TI372zOcp2FGQd6RL4zWuSnyQ3xJtMghAiSWqWlNl8Cjd4gh1D/Ky44HfMDz8b7S2GqebJnCFHmSjCINhAUc+EHK4jRpnYpSpK7OH7uX0brF5ZWWmxHHkmdnknCmWqb0dHR23f4apbJe7y8qa/20kvVpZn+ZroI44ZBwre9PR040feD7fwHEmcvT97+973vnfzrAjgv/7X/3rIMPx9Y2OjPv744/qf//N/1p/+6Z/WJ598UpeXl20zXOUmQZsDdzqddvQLJ2AsjFTwOTw8bBtmemkvzilc1zYgglin02mLBdIg/R4DybIU4xw18KOjo6G+lNevXzcjNPAvXrxowGZLASA/Pj5ex8fHrXlfNq65HvFj+JRQ5e3s0fhbf+tv1bvvvluLi4utNwgoMASEAOBlI/g777wztG8jA7i6uqp33nmnqT9Vt+V6Y5MqhbIxIsSwlFs1tQruZGiAYZ4AF/BnD1XVgj4CYfxTcZFNUVqzT4OSkoE6+y+8pwxrdna2KbGUxGykpuxkmcc1JUHHx8e1sbHRSHSWKY1t2pbrUI+Uu9J/2FA+vx4i8wgY/CxQzPJTbtFBnbFtybNnz1qp0obr2b7hnTPQex6EyieTLmXq7FHSBsF+s7SSPUEUDAFVho0EZNla6cx1KfWZXBp/yoayHQWNnf/Gb/xGVVX94R/+4dDGyzAor5fKAbvOxFOwN96UA9uiqA5YfJKtDqoS2STPrhF7OOPZ7MkmEbPnoSSP/0mmkZ133323Hjx4MHTmbPYHmeuq2/aUTCo9F7+nkJ2enrYxVD798MMP6+3bt/X48ePmn9n/Zc7YvrG7uLioly9f1tXVVf2dv/N3WiLGPo6Ojurp06ft3OXRxAUuZCM9wtxKX/8nKfD/bBbWwNtsedJnrpLg3vAINromconcGt+sZHkuiWIurkt8zWQUaaNuUo3ZhjhC+UnRA14kxsBSNqIlYGZmpu1hi8hllcBYGudutztkA+wSlo/iWFZRkHtxHzbkoock06mSqwBS37yjP0eTY9dMXEMAk6yKBdvb2+1km+QC+loTp4yRBP/g4GDo/jDSivRceOU8ecmxftlsd8MbpqamWrldnOHnYkHyrWyJuLq6qt/93d8dJoC///u/P6QqCJaTk5P17Nmz1u93dnZWh4eH9fDhw7ZJpgCKQfd6N/1wa2trQxm1oHh1dTXUw4DUmLTXr1+3noEkel4yFzMATM4zOzs71BMjIDK6BB6kCUhnL9GTJ0+aIzBwBktV6vV6bZL7/X4zBNkzcKUmnZ+ftxLx2dlZW43M2JVDu91ura+v15s3b9rkpkqGMA4Ggxb8OAsn29jYqMPDw3r69GkbN4a7ubk51BNBfTX/yJpSkkAkEGtuV94GOGwj+1EyuwQSjJMqCTSRK+/L2dxDSRJwUZCQA6UWjpJkUNClAj148KABGTDLAOXeFAclbHb43nvvNbXUGHomNp/ljRwHWZ5rOTeZLQwGN4tHxsfHa3Nzc0j981yjikFVtXlkQ1U3Jb2Li9t9stgMNRyAUJNzEQZgMs4Sn3wP2XSqRN6DjyCyOzs7bRy9k8Tr4uKiJTYTExNDPYXmiL+mGoI0UEMkDVQn889mjOHU1FT9xm/8Rl1cXNQf/MEfNDvMsdQDJugqx/Bp45XKDgzIktX8/HxTlRKjzL/eH4SO+scX+LakLO2QjXtPJ4QMBoM6ODhoY3Z2dtb2o/O7W1tbLSHLcc1A5c+q21MxEAkYl7tFIAgLCwv1rW99q62Sz02Ys3rBx4y9APrBBx/Ur//6r9fa2lqLAZL/999/v77xjW+0saCUwzPPr+1A0oEUZsmN/SZRV26Hm3zP+3mXubm5IaWLnZh7YyoeSHz57tTU1NBilLRReILAZKkPxh8dHbWtxrK/W3nX2IjjWcWQ7PFvSVrukMHHMuk2zhT6vb299j3VIj7ovYylSgQ7m5iYaMqdxNbzmDOJEfHmq6++apiAR2RLTIpHFxcXrc84FdD8yuc1djAuk08KPHxLocpYah/I8mtWviQcsIRKq/9ctScrN9nniT+x6WyXYncSMfGEfcMS7/a9733vJn4kAaTkyLTu379f7733Xt25c6d2dnaGnG1qaqreeeedBiCA0YDoBVSC8bL7+/utt0fZgHMAZvv2CW5KeT6jKmXuLdjp3DRTAvDt7e1G3mQsp6e3R7I5Bij7CyhcuVIPYfNODJikrRRt/JDJzLAB89raWsvIUvXibEtLS23ibSMweuZxZq0ZEPQfMr4sZeT4JQgh/bK8XOGaJSEOo7fCHGRZkqOxE47gHVPVZdTIaPYS6ckYdRTOke+QATrJvaCVYM9JNjY2and3t53mYr70lgEh80/yR7yTHHgfY6Qky4l9PFtmixyab1G59QoCN/4FrJDiDHzsAGE1RgBjtKRCSau6PfbIO+X4Z6tE9v0K3ub28PCwlbslBIjBzMxM7ezstP7R8fHxWl5ebs9DUTFHMvp8B8QTWeBXFGvPbq6QJnZ5fn4+tMnyt7/97er1evXHf/zHjUDBEduGZPBIm/Yl0YED1DkBkQohCJpDNgBnJF3KicbN3GUQSTVeKT9PyEG4KM0IhUVOFuGwRdc6Pz9vJNR4IA8UGjYLp7OJPYOMIJ0bb+fqV9/jU3wGLhwcHNSLFy/qs88+a/uuutfu7m5tbGw0gppKXvbkZYLoyxm/dhc4PDwcwqexsZvV6MfHx7+0pCpZEtOy7cX8ZKCGv5Jzp/+w516v1xbBSFr8nnjg98WPmZmZunv3bq2srDR7cj/KeuIlzIQX5iiJD1vIRQr5d4kJHEvcoDT5U1lVEiKJhlliO19DerRFJaG+vLxsCeL4+M2iGv3BFDhtBYh6jl8my/4UJ9grEoUkZ/8dlX9/f7+159jqjL+IuWIDW5OM4Aq536M5TYyDf941FwjBvXzHrDgRb/LZf1mV0zN+97vfvZlLBPAP/uAPmrFwym9+85v18OHDVt7Z2dlpADg1NVVPnjxpIKSEi1D4+dEdunNvQIE7vzxwKg79fr8Gg0EDb5m/cm1uXSNjYOhIkIBLTjWA2cw8GAxa2fbNmzetBCpjNy4mSVNyBqs7d+60jThNKmPodDqt6dcYjRIAauPr16/ryy+/HMq+GJT3NqGUKI7Oaauq9vb2GmFlLFSJLEOnyprOl8qfa3AkZBk45UIQjsOZ9UymYft99/PuqaJl0Ac+fh4BTgM3nlk2oQ7K6Lvdbn388cf1k5/8pF6+fFm9Xq++9rWvtY1ykSrBUDBL5QooCTqcMEstxsU7kOiVLqlfx8fHtbKy0rJIZBSZBAJKKkkiLi4u2mIl4yQzBX62cjFvCMbLly/b3CNi7JSqy56QF8BJTfbvxcXFFlSRss8//7wB+507d2p1dbVOT0/bCnq9TUikZnN44/8pLsjE7OxsTU1NtSMkT09Pa2dnpw4PD5uqnG0EyBAFTYD4R//oH1Wn06n/9J/+01D5ROAbJd6UXv1219fXrQ+HcqJfzPvZWuPg4KD559HRUVs9WVXtWEXzl5tm65PLRSOO0pqYmKiVlZWhNgNE5O7du23Rke1jklAIbtRWPasSdvg4OTnZMEjAsvBC9SGTMWrN5ORkbW5utuCfyvzp6WnDAz2CWQVwLcFKUBWcEdhsA0kcydI91dV4WV3JTzOpMR982p+wGeFBZKhOFrJkGxK/gHeekU/z0729vRZLYKX3SlKtJ14MzV65XGxJDMnSKTvK49LYKYxi/9qVkEMxejS5N6dZ4fKsbHdxcbH5MlEChht75CvH29xR2C1IQcCSYElOKKvmyxh6lyzNe35jBuNxFDzGc+JFBwcHDRuyRcTCEyJDCklZOai63YfP9yVY3tlzqJp4J+MKl/CAfCeJ82h88K7GYTAY1He+851hAviHf/iHQ6oCAvi1r31tqC8kidCjR4+aEezv79ebN28aoFlhlhuDMiIk0B48SORgMGhnYfb7/ep2u7W7u9uce3t7uzWe+3klZ1n41NRUvXnzZmhjTWQhlZLRngg/wyjef//9tjSeEgn8lQUoNfpvstTjmQVPAXRhYaGdGOGZBGs/t7CwULu7u/XTn/601tfX6/79+211MIelZAE1gSNLp6urq0NytkBvLpTuSfXUUSCkDySJV65wrbrJxvOYoL29vaEzgtmB7F7DcK4YU9pl6MA0n51xZ6nFqmUAmb0zSqHGjI1NTk7W+++/X91ut/7sz/6sEde1tbUW/JFEwCYIybCMhQ3E2VmWGrMcleUA48w+1tbW2sHiAMN7p7KQCZFxA375/6NlB7bhOk7yefjwYVttxp+tRE0QNQ6Amb3Y1oJv83nvvra2VuPj420zcP6Sz7mwsDC0wjr3kFxaWhrqrROgUlFEpq0QNpfm5ezs9tiqqmp4RB36nd/5naqq+rf/9t+2OUlSiqjl/PORLK1lFm+MUq23kM0zV90qdJ5TspiryVPRlXgKJkgGf0m1o9vt1ps3b1r53+IK/8+GjEUmo1dXV61vS5II49jlzMxMW+Wvn49Nuv/l5WXt7u62JvVu96Z1hjKbPYV6+eCgpEcgTWUE6e73+60EnRWOUTKsly/7qaj8CFr+/mAwaItyLHLLpAeRyV0wxE2fUUVNwpdlWfOQc1p1e2ZzKovmFgYOBoP66quv6ic/+Uk7IOHu3bvtvTudThtrWJbKrF5GSUmKEObYx9znggd+qAdNDGULlFO98Er1bN+9xOFsfaAaU/dUG3EPvt/r9dohDtnmwxcl3SnOIP5UUrYtLkmOKGd2vvA9980tWsQjMXF6errF9DzlRKIw2rbED7RmJc6kgKGykO0uSKaxNJfuJQ7nFxv/zne+c4PDCOC///f/vv2nTP/Bgwf167/+621FEHBwzI5shiG/ePGiKXYchbE7AgtTF6SyTHj37t364osv6sMPP6ylpaWhPW9kJ8o8XpYa4CzQzc3NevjwYetZzOXoDJVDyfp6vV67NoD7+OOPW4BxbaoWoES+5ubmanNzszXMmiyNoJwSAOS2J5yAEV5eXtYHH3xQ3/jGN4YAwIazWaIVVCkkslzOurOz09Raz01dMm/j4+NDK7LJ8oAsSYsvn+vr63YMV0reWTpLUoQk6LGhbmQ2mlk8sEiFlCqBiOrHzD4TDoa4pyJw586d+kt/6S/V/fv325hbwWmOBFw2ZrXv5eVlIybX17dbE42NjdXy8vKQ6sDWcnWzTyoKkgc2CjT4BDUEKXZtyQmC6n3ZAJBAihzRlwput9ttqkK/328ky7PZsDp7mapuV0VSH5SqgV632239Z0lE4UH2CeudtbhDEEBqqDdW9LkmwpwlGcmCd5QoZhlYQjYYDOqf/bN/Vp1Op/7zf/7PrZdPf65qQG56nqVFjdoClkVe7N3K8iynAmFEMwNXKi7Hx8et2gInciwRFvhL4VU6ur6+rnv37rUtJoxbLsTIxIotwGfPk4QCCZqfn28LoKhNaZNs9YsvvqhPPvmkXr582XxVGZCKQllHeqnvkmhqmzmkfiBMnpWPZ+UjlUB+PDU11QgpnLZvKyHi+vpmUaJ9Cc0BvINFeuDMjT/5d46zeZOApmqZamSW3MVgv+/e7IvqrdVqaWmpJdqpWsGBVDzZdZZEkQbjlZudG8tcYSo+qIJRisU972u8zLHv5/tlydyY+777+HlzPj09Xffu3Wtq8uHh4dBCQViXggLhgA0hpHyJj8G7bvemTxbJ16v79u3b1rpmAZdkFQnEFcQxyt/s7GyrluQWMcYbDuJi3j05U/b689Wc97R931MV8vnud797884I4A9+8IOhXqmrq6vq9/v17rvvNoKHzfZ6vbp3795QmUVp5+7du81AEIaLi4u2aaxMe3d3t8bGxlqZguLx9/7e32tqTcr+JycnbcsERnDnzp3a3t6ura2tqqra2tqqp0+f1uHhYVOfcoUt4OCwGL7BJvEiNpkVAEtlsiwTvfvuu0OkVMDpdrttZVMy86rbhuqUggXI8/ObXcepoKlE9fv9oT4pgUNWlgsFOEH+G2BzPtmZZm3Bteq2T8+cywZ9b3z8ZtsSJDJ7Bjm7TZspEMiPsqX7yGzZwdjYWB0eHg4Ff0CIJIyN3WwgiugI3KloUKQ8Y7fbrUePHtXS0lIL0lbRKWkhILJlz6g/Bem9vLxsZU/ZsHkBmGw7SX+qzVkes1KWY6dyJzkZGxsbAg/zMjEx0ZQuioQAa7sQfgVAvCc7SgUaGe31em1fQqTP/CDvOa/IGMUmg3smJ3m+rPcTxHN7nVTPsxSdC6IAIFVRW4RnyoUqrnN1ddsI/YMf/KAODg7aSSSCDltOwpxBY2xsrAVSfYO/+MUv6mc/+1lT8zKwZsVDCXRhYaEePXrUfImvSrTZCqXwl5W3lYgRj4uLi3r27FmbF3atjE5xNoYWBakI8N2smFg8Za6MSdXtMWbGaHl5uR49elQrKyvN3qhqFFmEkwqSJXN2fXx83M4tTtJvDLrdbltUgwBnMkRBga18LdscbF3DdlO9ZwMwWWIvRl5eXrZEhw8JtnAsk9msgim9w7gkffCGMgonzO3CwkLdu3ev/d/KykrNzc01PPPutucRQz0X/5yfn2/tQXAlE6dMKkd3c9Cb7t7GRxVMBQFRSbVvVNEyTvls/N7zeFY47su89vv9tso+E2zPi2wjRsis1deXl5etjQ2JgnF8I3cQ8V5sS1+oecpqzmj7WVYIYNPi4mJLTogL5l3VKe0nsdfPpRKoUuiZ/Bth/N3f/d1hAvjDH/6wBTzEYH19vebn5xv7nZqaqo2Njbb8nEHmQ2XWJUMGEpOTt0dxcaxO52afnbGxsXrz5k19+umnQ2RBwJQZGDSTt7S0VC9evKh+v1/9fr+VGEm1HItTIXvubSsM4HFwcNB6LBArjsBIOZhA47i6LJ1mlmN/QL+be2HZJ8h4KHs8e/as1tfXazAYNIDLM4uR1SwxZCacapR3ly2bB++jTzMzQGCRfSJZMr++vj1MPrfxsT2Fcc9VWcZDA3k6JLKqtEmZYvyTk5O1uLjYlFpBT/lsdna2qSbT09OtP03gR0SMB7KFkCRwKjUgjoKlMczeJETNuGbARPT9TK/XawQ9szUKgXn1uzK/XBVn/0GAnY3jxhFRBdS5sEPZJ4Od1W3UdAGb31lwobyRfT9AHHB+/vnnrawLgBBP7QRXV1ftXrlPqP7G0R6aLL8jYaOLOyjX3h+pyK2NErg7nU5rhP6jP/qjmp6ebvufsZVUlBI7MplaXFxsGDc5OVm/9mu/Vqurq21vQnaU9g+bvMfR0VFtbGzUq1ev6sWLF7W/v9/GUzLLdinEWQbyrHpEM5hn8qbMbHxh6ePHj5tvwT3EEa6x7TxFRFLDfrJU+uTJk9Y/7mSiJOkWrSQmIISa6423a/tZmMx+U4kcXcSGUCB5yovZtM82vA9SUVVNIfSOCD2ybe8/xLjT6bSecWomQQUR63Q6rQ2DXUuu4Tfl098JBePj4/XgwYN68uRJffOb32xxT1JtXhGnPNPYGOdiK3YIp9wD7mn1YLfGUq88cSbLoexeklJ1u6oeacIxJA3GJxU79qn8mgkhmx8fH6/5+fm2aEviihhNTEw0Ig0/YTgsQxRVKXAC44aQInmdTqe1dWSFpOq2Lz7HzNzBUbgk2cvyuHhn/rIdJ6szvd7tPo9sMYmzVe1+xjiyr3/yT/7JzXvXyMfRJ375v/yX/9K2/djb26vz8/OhVWpOEaAOeFmZEcMwQLLOqampoaPgxsdvVg9x/tE+LNm2PrPt7e2W7VOPEAe9L9mHYXAE4VH5W0BGPk9OTlqT+dXVVWPvg8Gg7W9oYPP6JgMYAGkg6GxUzk0NsOcSABc4OI+MeGZmppW3c7XpxcXNRqM5Fwyb0dokd2lpqREPjuAeSveIpUCSDc4Mk6Qsu6MGrq2tNbsALLn6iV3kwgqBhlp1dHTU5HzvITNyPyV4/S4rKyttc01jIgiYi6urq/riiy/qiy++aGWrBAKggmgjeYAvCW2uGjs+Pq5+v19TU1OtoV/JDTnwrmw+F0wJRJmZjs4flcK1jBdAMcbuQwUbHWO2xZ6urq6aTacSzMdtv5GLfjwbta7b7da9e/dqcXGx4cTLly9raWmpkReBWjtH1W3pRTarvJqLdixQmJ6erp2dnQbyWkOyz1dmjOwJ+hmgvF+WTgTN0esBab+TaiAbMQYbGxutRYEqIuArEzu9QcDZ29trCeTc3FxLHlK5HiWinjf33mOzFgUph1GocwU9Eshunj9/3pI3fpC9sP7tQ9VfWFhofYQ+1IZPPvmk4ahtjtbW1obeTzBiA4gnJTJXsmb5O1XYLCcvLi624F1VLXEWzFM1oeplzEpikcoUrBNcBfaMbZJQP2PcKOwrKys1GAzaOfbaV3LbkNPT07a1WiY38Esc5Mdzc3P1zjvv1M9+9rOhcRCnjNn/65MVFS0M7Al+qVrlogNlbBgD21M9RbITv7V1SNaciGJuqYdZ8s3WFOTbGCGpVHj4dO/evdavK3lOki5+GGNzQAxBwrKKY3wpgxTY7O3MLX2yUmIusloDw/kBGxZT8Ji0NTisJQJOwgZxjtIK77xfqoHj4+N/kQBOT0/XN77xjdrc3GwH2L9586YBS693cx5rNjgyUOoXB2UoXvD4+Hio0VnpWGkTwZDxIHdbW1uNlCBN9+/fr83NzSHlhZMIDrlSKvuWLEzAztX1ZSEyWVlzOjwH804TExMtc2ZQwGZnZ6fGxm76wxCD09PTmp+fr8nJyXYwuKZcTsQRKCiC9f3791uZEZCYswyko3uS6dnkPOYFEU0iI4A5Ys85yxkIBaRUyN68edPm6+XLlw3IsgRjDKlDSRApekm0qUbKRh999FE9fvy4Dg4Oan9/v2Xs3e7N0WF60ZBsc6TMa2x9nwNSrgUz8rtj7gTvLNUDkarb0ynYWgIm0NIfh5AhsnkMFYULcApMFxcXTVEaHx9vJIitZmmAnxwcHNTl5WV7b7aBTCYhrqpaXV1tPXAa5Y17vqv3YjtZVsrntgoQiAroOS8SiVTb/NzR0VFtbm7W3bt3W7lbn1Gq8vqLsukZGNqIGiFli2zfJ0EYUMKTtNdUoQA+/Lpz504tLy83rKL6O/OXj1HNNzY26urqqp1dbm7YopIVlUQgVLVI5U8gzzL++Ph4vX79upaWlobshGJjXqpqSHkSvGCwkpV2GrYPk9JvXX9ycrJ2dnaGVIm7d++2jfOT/MNMpChVb0GY37HzDLwSbGQKaRgMBm1xExvT5uGaYpWxTKznjxI2f6cQu69ncA+LN/iM8TRXuaIdqVbizAWCVDY9sOYGadLaZIUv25AA3rlzp6m1rude2cIkkfXO5t5YZJXDmHsnmKiVBP6xxcR7dp2K2eXlZS0vL9f29vYQ2YVVbOTw8LDZDjv2MfbaQSQPacdwVYKc4otxRTwzNsF9Ig9lD4GS6IkbWR2y4Xy2nPGZbH9wrF6W3CnHYrHrpwqcSmW2w/R6vRY/LbjKpNZ7N9KoBPxHf/RHLRvIlY6OEVpcXGwSa5ZQkQmBUXb5/9F1Jz2SZ9d1wG9E5JyVmRE51tDdbEpq0t0wJLsX+gL+BvbCsCGBlmBBgBb2wnu5P4wX3pECTRgyDO9sLywPgCBLJMXuZnV3dVXO8xwRXoR+L08E6QQKNUX8h/fuPffcc+97D9P2d87NQZIAAOdkrgIKp6KyuLaDoxkUidd+hSlzy5SpCKnc6UUSmPTDqclTZXIVoutyNGUc5SYqnnfKEp/sCuEA6Ep7SHavN+krUK7goFXVlsXPgogsSHACShnAU40VWM13EhgGaksbGbAjjwRRWVZVNRUBCRG4ksz7HvIsEwfGmckim97/N36Asz2oAAAgAElEQVTjN6ZW/qbqI6ukGqSNMnyA5Xsa+AXBXKEFZHKjUfdMsPRsCBj7REyyBC/IZsmAOoF4GJMkmcre7Na7+p695IwbMLVyPMsgkheb7yZBl7VrXwAaSfpl8IJilivYQFVNbT3iXdmWoMlebB5Ohfa8p6endXp62k76MT4UAFk2v83WDUHO+yVp9N3f//3fr+FwWP/u3/27X0n0UpVgL8YfSUF+JIpIBAwQ4GTs/FFvm/Kie8BPxM8c8SN+qG0kF5JokZHsahHJ3tMM5Pf3902RVe1IJY4dmPvsHc2eOzZITcvyH/JClXHUV1W1+RbE2JB2EokXNVwgRSTgTv4bgsWWKX0IJmICH2GacmQmbuyTXayurk6d0Z0nXAjK/F8yDU8Gg8GUEm7rp0w4cpELImfu3IftE2PYnoQs1TfjyT/ZKF9IVYldZcLDt4zNbL8vO/JsyI44CVvgVJJDc8cnkJ9UmdO2PDdb97ksVyP0iLotnyh2VU/n9Gb7RMYaNuuZzaP1DanaeZdMFtmiJA/mGQ/YgZDCYmOWiYQezsRmdj+LVekbiZGzPekXFxd1eXlZ3W63/tW/+lcTPPeQ+ZNs1kDMz082blVyenx8bApWlm12d3ebAijoIImATuDIRSfAP5UAQJO9Q8PhsG3cu7e3NzVgKXtj/1XVgMdzC6yDwaCdfWzSSayMmqzMOTgohk6ZQTKydKO3JHuU7u/v6/z8fEqJMA5AUiaUJT1GRGXRUK+kredpOBzWq1evGogqFwNLgM9JALytXJAAc0WuVh4Anr3eU19dAhRCK3nI3fhlU4w4nZoq4D0Bo/uenp425WtWUaSgmmt9U5wUEUoSl30d1FkAokl+cXFyyLneFYEwHZrdIr2ZBSbBMqaegS0A2GxL8H1+yN4z6Dx79qxteG6MqmpqhTU1M20R+CwvLzfFRPaeRPTh4WEqs0WqnCPteK9U0lKF0mujhJeqM/sxRgAwifPLly9rZ2enqfy5SASJFohdI0/UMA+UdaSHvedYy5iztARQkZkkOEixecgSPBIIj/b399v9spx4cnLSvsvHxuNxS+xgrn5W22HN9mjBgCQBc3Nztbu7W8+ePWvXSgXNtjC5oEsSxgdnyWiWsPhvKmQIAnUEERNwtDhoD3p8fKyjo6Oam/vVzY6RdAE6+7HNP1ImgaXGeEaEAPZRRiXzFGV+bV4fHh5aDyYFPEtrcEuiyu6pjrmlk3GnkL548aLevn3b5pXfZWxxvbRHtkYlpYJTU33e5/gcrEkbEEsQkVSN4QsfYBvmlf+wJXOT5U/xj2Im4fOekirzyN+TjOY1shUm+9fhEpLe7XZre3u7Tk9PpxRyIk7akXcWz+BzxoysqphPtubehCbJp+dVdTk8PGxb9Phc+i5McE3bE0kmcKiFhYW2OwE/F0uRdNfKpJX/sgV7fMLDRgDTyDLbTVBPYqUx1F5JQEOmpsx6cXFRW1tbtbi42FarIR2MieQqu3L/4XDS1AqcFxYWWqPn6upqa5ZnODkhsl+AMVsiQ/L0+/33//7f67d/+7fbgAGW2YxJJilIAnoKzYsXLxobN3bAwXf9JGAqD5L0jYNnZxwmXHkYeep0pptS5+YmRzH5xXhk/cbAO3oX42JjSyDKWVK9cQ3PKrD4nvKYMfQeqYSakywpGy+EgcqLSFI3BN8MBAIaJwHkqSAoqRlDwZvNW80LwGSbyk7KXpRhyU4G+LQ3JRaE23OkbSXYZWkP2AnQiLugbyFFqiB8wmo44EV1Ut7tdru1ubk5RWD5fM4RcAdKDw8P9erVq/aeCL2ME5EBrll+ZDOZMQ8Gg0YUUyF+8+ZNs2eEA3jrWTW35lE/kGSBf2ZQ9R5sTsbOj1K9SMKQfWDmV7Ay16kWs4eNjY0G0sfHx211b7/fb3vpub/nShCHrTlm5nQ0GrUFdBZs9Pv9ZmePj4+1trbWEuFerzcVXCQ8Sf5z8RfbNI6JRe6vKuN99WO5Btucm5trpxkZr1w0RVmxOXXan/FgJ5mYsPH8LH9K5cl8GkdbXyFLFJhcrGCu81ky0BIOvA8MYzfGcnl5uQ4PD9vWMTBeFUuLiOPxcoFO1XTvHfIHv/WfIkXZ32VFtd0hUiGFEzALzon1SQwt6jKn3hNxT3xyHfOskmRexuPJQiSLT9zDAkS2QlhSIlXaJeJ4Vn4s8ZOQstdUsrPq4DPsKQk4f+VHKirei9/Mz8/XycnJlGDGZ1dXV1vszZ0/PAd/rHo6OcwzZMlcksXmzKPv8yG4kSINnMA7YFn+zJlsDoCUGayUwkejUeuLqqq2JQngyJU2ypTYau4DJhhyYAZp8AUSA5CA9/DwUAcHB22fpg8//HDKgXMFZ8rxAq/MlvH+zu/8TutvsUJSJlk12eh4eXl5agUNA3S9jY2NVrZiGIxGliVjRphkG0q9CSgnJydTcnsGufX19SkDQESQH4soELFUhyiyjKrf77esUsOpctLbt2/blj56EgRS911dXW1gyT4QcOMs60mCIbhlhp6SOztkT4uLi3V4eNga6AWr7CnVc5X7UM2OtQwS6VZazBWHiBlCQdlO9QcZpJhSA7JvI9VCDi2Y5Goy4G5BVKrLgsvS0mSjamfpUoISKNIeAcV4POl/M++CAeUQKAgAAAWBBiRVTwuR3JN9Uslvb28bSJtbgcfzLC4utiRLYFOW97xImoBCvTU/WbKy5URVtXdASuGJoIg4Sbr8IBbZV5RVCP+fpTRg657wJxNY5OHy8rIF+vX19Xr+/HnDMrjKPi3aoAhn4qM6wa6zn/Orr76qvb29RjY3Nzer1+u1HQ2owFRdOOosWZsCG89ZZYE9wgInkaSim8qktgi2TtU0xtmywz74OaVHa87d3V0rd/Ip8+bexjPVDnhHmZJcn5yctO/nsWzmK8UE70ekEE+UZuHq/f39VJ9W9penkgabJDEwzPgeHh5O2VGq54gx22fbenYRWgSwqlopMgUC6rN5hfcp+pgn/ua+xoR/4w1ZzvYMbCBtFUH03fTH9DHxNkkk28/5nS1Hp4iR+GUeEL1cbKVvPCtbqaay7ey5hlm3t7etSpn44fngnaNv2adEJas+7D8/jw/AXDbDPohK3sW8e0Z2QcjAteDvaDR6UgAZf646chMvxOFSws0FCFgvEmYhQLvZ3zH74+PjtqeUcpEM20ScnZ21o98oPUqMs+UZkrEVwre3t63x2zXG43Er8+m3Gw6HdXJyUi9fvqxvvvmm9SLlgoJut9sUNKcqACzZ18PDQ1MeZB16OCw4QQpkA4KWz2UwASoUB0AJwDIrRcBlBhrhganSJBI+GAxaJmrV6sHBQcvcLy8va2dnpwaDQZ2fn9f8/PxUCSEVEVkk8pJyutKnDYgFHWMKFCQTgC9PjgEsgvr5+XlbgS6BGA6HLbggywiLsbm6umrziaApqxl3iRAgYeO5zUmWHy20WF9fb6CMQAJMyu+s3SoJ6ZNV6ha0qp5WMLOd0WhUW1tb7ShB75ylNfcajSaN01bJdzqTVgX7KQJc5QZJQCoR2TJABchkDAH0rJ4/k5pUyoDvLIExbzJuJJTqlaqd9gL+LGHL5CTL69n2gVxmmdHnqYQCWvYTwS72mSW7LKuZR4EAAXh4mKzOt+jHz9XVVcMLgZC9UbdnN9alcCIuVVUvX76s9fX1dl4uld54pHKfCmNWMRA/JEFARRb5QpbIjGn2haf6jgBkBeH+/r52d3draWmp2bHAJ9aocHgOvY9IB3KVlQs4p+c0KzWSZ0kme8nFZwJ+tikJ8lmaNEdpS97LfLAH+KMaYuW0pFmMQHy8p8RMHOYLVD9EhF+kaJMExDyZyySGElg2kr2DKRJQlfl3CjjmQcJpM2blT77hc0lO4KFnNrZJ5my2bH6y708sldzwJ+QI7uIIuAXbpGCvrKy0alJVtWfAd1LB7PV6rU9T+4TDGbKqwCbG43EdHx+3OYYpSd4JJlrUxNsc67Ozs6nFg9nP6M+3t5NNwe/u7tp2VsaAD6dd+Ol2u9X70z/90886nU795Cc/aTc2gR5Ub06SNDfmfFmLzwwHEJgAGWEaviZ25EJgu76+bqumKAcUwFmGr+nT5CoJpiwLqBkfUDCxHPn09LQNEHVC3x61khJk6T+QBSaMVdmDE6WETW1BFAGt4CE4j8fjxuQTKL0jYxZwZKQAUPaIlOmdzCZZ45LllMwYjJkSRVVNZXTGBJkxP2ns1I6U8K18S6OmPhizLD9kBpWlPONtjnODXKQPwGYf3/39fds/MHvKVldX23ZI1APBRXaVyiXSAeCy7WE0GjUVRjB89uxZc1TzZrz92f8hXVVPJQgKJsDO+aRWIFvIZCqwiK3NVNllAiQSbkwzc2dLOZcCdpJJwLO5uVmLi4v1+eef1/r6evOVJJECuHtRjwVRQV7SQH3WlkDVynJgEj32C1z/8A//sDqdTv3whz9s/ry9vd0IEZKXCmUqpMC63++3fzeXSDXCYTU7ZQexk6xZqKYke35+Xl9//fWUoojsJE7amDwTMmflGnt4ZpyRt62trbZDgOtJiCRx/DcrPdnKARNzj7PECpj16wJQrlLNwMiG2e7p6WlTyvr9fvuOHu5srJfkSc7hCpy3n61xRwL5skROiRaBgbtp7zA4e7z5qOt473zP7JmHdz5nvjOZ83e4n6t2+QmFLhMcpD+VWnMhAaBc8mfXNadIjftmKwg/9+yp4Go/4r9O/UGk9OblO0hwssIiJibZzwqNGGlcxYws3SLxcNNnzKVxGY/Hbc4lIrOL9Lz/+vp628sWl2Br2cfKd9MPsqRM6RYbjD1llk33epMN+SXJPquftupJReTHeJvkIQmqU5B6f/qnf/pZt9ut//Af/sOUoTK8JAP5iyNnpp1lEWQHCMtsqRIYPYKDEB4eHrYeAf9mFRJg6Pf7zQABgcAga89+DcE/nwepELhIsrnJp0E1kXNzc22DXIBCnUQCXTOzWmViZDZ7JTkn4POZlMQFXA7pe8hn9n9kWY2jMMi5ubmWeSOIxtQ13MeYcY5shp6bm2ub5maZLPvRBAoqkPdR2uNQMnSqQO6DdX9/P7WqOeVyim6W/HLusyzhHZFEhEyrgqw7lZiqp5Me3J8N5+pL/mLMslyn1JXlEERZ0mP8AEEGSv/HBgQE95QoVU16Gvf392thYbLnGPBS8s4s9erqqi0SQVizt6TT6bTxS78xLxmkU9VS9q+qRjDz14d/167hur1erynaCBzgZPPGMJNA/uN3ZDWfTdDPuUygn5ubqz/4gz+oqqof/ehH7Xl8TiD1HtR2dvnw8NDIk+czRxIR/XE24AXMX3755RThzgpG9gxl4jxbls8+SFubpN3DLHh9dnbWCJvEUJDL62aikaV4/+YHCc2kJseNv0pkUtUwr3yK6mzO2d/Z2VmrXCTWfe9732uBlI+n/fEXPgTbES2JkqMpLy8vm5rMVryD8YI97B3OW/hgfhOfs+SX/dN+JYkTmP17loFhjngLux8fH9sWKVZNJxFR6s34QDmkLjlCLVUjihVySuhgK2JjthjBc37kGRC22QTUMYV8lk3ktbLsmtVJOOqzYnnaoRXS7MQ4eJb0I/6pFStVPNeUKFN20/bY1ewegnACZiGLeIrr+CXxykogzFC1M78SZrZDPICLidtsypwtLCzUv/yX/3JCLJMAGmys22DnCyVj55RADwOdbWJNWd8kz7Jhm9IiObmNTIIqNq03Zm1trW1sTF1iTBkcMpjNyteMMksONzc37WxfAZUKyGBSGWFYsigEg6F4b4acWyzMlhfu7u6m+lOMo0kUxPxf9i1Q4GTFysO2eaAQuAYnS9KPPGc/CtCnRM7NTTYBzoUfDE5CAIizPJFlCWPz+PjYCBCCurq62npiXItzmCfZH8IAOHLndwCvDEnyp54I3JyIjQL8LD+YG++V+05Rn5E/Tj+7NQ1AESQEdkq7f2cLbBQQU0v1NyEktilAJpNcmUdz6j0QCHMm03z27FkLEvz3121JkCoW4DVPMucsPX777bdTSgp1OkuvmbjwTeAmufAZeMH+zFeOr3I4H6RU3N7eNgXw3//7f98wjf3DQoochcnZxwgrO0FOBJ6VlZWmzOWYXF1d1XvvvdcCu62pzs7O2t55yAMc8G6CFp/hC+yXDSr7wAg9iLAPadPknhtDIyuCj3ejcluIh+jDjiTQs3MJV2AyPIEpuYVTVgmy8T97TpEHfp3KOyyQlCPW/j/JtfYU9mws2D/lHzaIHxmsjZ3x14uceJiiiWvAhCTfWd2QfGTsyhiQPaBImbH2Yx/MVOrcAwll0+wiyWkqaebA/SnaxgmW8TH3Uu0Qvz2PcWcPYr7+9YwzngvhvL2dnP9rQSNcQJxSEUzinj4hEaGUis3ex5ghapT+lZWVlmSNx+O24tgYeXdJd/KXxM/kGWwhhTXPKuHXaodrZMKW6iy7ZyPsBM77vz/+4z+ePM9nn332WafTqf/8n/9zG2xgIPhjx4zCZ9TfU4VKeTMXfhhsqlGWeu7u7loZ1ObTyiHKcltbW02ulnWozwvkCJEBB1qysxykBDu9DkjN8+fPG5FKVcHzcyDOaVyoLcgCEDPxlLmqau/MuP/6r/+6HWVHDlem8B4ymFQmZpWtLIt7Dirq8fFxbWxsNGDM0oz58T1EApD7fyAA0Bma5/O5JPoc+ebmpql25+fnDbQ4K1KNqGxvb7e9ygQ98+Fz3iPJd5ZDgCJ7yM8r5abzs2GkI1etSyi63W5r5heEOPrt7W27V6oj+k/NnRMaslxj/IABcGOvS0uT8zgpS/Ym63Q6dXJy0vxhfn6+NjY26ujoqKkFsn3nZephXFxcbL2tSoUJpp6fLfGFJM3ZX4QYATVZq7NvM/AgiblZcm45lIlf4lGSNQmOpNP/ZXDl18a+3+/X1tZW/eN//I+r2+3Wj3/846lkJ8t8fFvSCAc853g8bmOb5Nm9NzY22vzBjFQv+GAubqiq1pM3W3qdDdB5SksqFQLI4+Pj1Dmx/D0xAhZn+Y/qlj1QeVD9bJnRTyo2rsdm4IAAl6VsR0kmkWAbkhX+rvSvVA7/zLvnQYCIEYirX8p4S0tLbYuMTqfT9l71bmyq6ilhhxkUTmTIPK6srLQENlXK9KMUQiRG3iUJX6rRxgIhcl8+lfbHl+Gr52V3V1dXbQGja5un9EXEGhlG+uHrrHBkrPACGO8zMAqWD4fDllghTXnYgupTkmnkMveyJSQYx4xrbCAJUmLceDxu846AZ1z1HlmxM28ZP5J8eX5jgZssLCw0bqRylL+yXGy+s/0m1TxcKhOxbrfbxiMxxRjMz8/XH/3RH03G5t/+23/7WafTqR/96EcN0DNz9+PlvUyWB1MtwogpcllaBAQUPw8OEGWDJk2AID3nHj+MeXV1tW1OTDEEBHlcG0dxrF2Cn8Gbm5trRIkhGwsGb4IZhsmhTGRjP8Ob3c1d8Dc5H3zwQe3t7TUHM3YWLsjUPdPl5WXbIsd4djqd+su//MtWQjVfnNSB80oFwNn3kaQke4iNXznXjFFwyOdg2IBjdXW1BoNBczSrGwHN6enpVJC8vb2tw8PDVtJMBdqcuA/jtjo2nb6qWo/p4uJiK8MDDwEiVQGBNRUWNj8ajRqhR9IT+NwTKbE9UJZAUgGR9Qvq2UNGxWHrmWEmwdJXCxxt3P3y5cu2zQhSI2gbYwqVspkevFTUlOglLGzAd7IsBC9SFZNU5Fj5d0kDX8i5zQoBgmPj5FSEfC8VW3Y2Pz/fenrMb6rUP/jBD6qq6oc//OHUcwNwBC8Jl5IvvBF8YN3NzU0dHR3V6elpw1NKBVDmK1meN48UQYprBlh+l+rA3d1d2wMT0d3c3GzJkOtk36YgRsVL1S6rC8iPRBTJ0vPEHufmJue4Z8LMP9g1O/Hcrjkej1urgrhijvNQgNvb2/r6668bKZYYEiiydJ1kVnnWIjf38Vm2zudTmcpyJ8JlPGCm95HcI469Xq92dnZaf7lkL3sM+ZjrZxwy7+KsBDFbKGBKJtxZxnVd3/dZ6njig4SVH2RFi7KdC4wkqkizOWfj3oNNUbP5q9idiiH/Uv1yPCVBSkuAXlrlVLELSUbIVTqMCxxki9oCcAl2wa7YOc5xfn7eFg5KbM0DkUksVPUk8iRuuUcKSPw6sSSrl+wLDjlBKEUG+OkZEn/NgWf4oz/6owkmfvbZZ58Nh8P68Y9/PAXcQIAjZMaISQqEyqIyILVpnxVAZDK2s6DuKRuPx5OtEByVpkzhhR2NY7AQPjV9Un86Zn4uZVmZGWNFcDhMZgYyI2Pjc0AOSaTy+b7gyUGQOSqAwKAnTj9C9kAADYBgHihNjGl5ebmeP3/e/g+5y94bzs35gD+SmNsXMKxUH/L7nmlra2uqZGfsZdye0TY6nc7TuagLC5Mtg/b39xspNf5J1FLZJYcD2yQUyH+n87TPFwkdcFkBjvikemkecvFFqqA20EV8OKm5AP7Gi2MmkTPPi4uL7XxQq3GNfQJDfi9VCWTMuxtb9z4+Pp7qqcytjPx/ZptsYG5urjXaC34Alh1n6cm/5Wdn1WVbmvh7tnrwQ/OUAWhWlaYAKVuxX5/JJCHBsOpplWSC/e///u9Xp9NpBNBcUQZScYYHnlcPnoBHsdXDKzk0roigRTV8C4hb0OMelKhsL2GPqfJQrTOQSX4FaOQfpntP8wLbzANyA1skUMYoxwEGbG1tNZJiXhDMVLwkR3kyh7E+PDxsgTRLb1VVL168aAp4qooUyiyVZQ/z0tJSDQaD5tMCo3ETiFW4UsFkMxTgTLTEt/n5p4V+/GE0mqyKff36dRM4zLU/Z0xwrSQQxl6iJG7Bc9juflXVMCHtQPyCmTBWsgCfZ1tflNhVx1IUyPGfVcMyuU2y6F3hWKpRuV6ADa2urtarV69qZWWlLi4u6vj4uK10ZxN2sFCZkuhpt+Bbsz5t383Nzc1aXV1t1ZlcyOm97L8rTrNnMYl4wK7FPraWWJQCRlYBjNUswTYPnU6niRc4gcQWN0E4s8KS9pSJ2Wg0qj/5kz+Z2BxQpGxkmSIVEA9mEBmsm3lQD5mEz8BomLXEe35+vq3as7TaCiEZqvJZLqq4vLxsn2GIniOB3maSqfJdXFy0rFEQsi2HCZEZArCzs7MpJ7cxZpZ/Hx8nZ/8aFwDpGVJ6R1wSMGTxxgrxzVJ5ZmWexTW//fbbqqp2hN3Z2Vlz7tyqREB2/VSlGHYGPe+TTbwWEDw8PLTxFAxSTpc1Z6n48fFxqql8NJocEv/u3bs6OztrzcjeBWEW4DkMwpoBhkqaGy6PRqPa2dmpr776agp4FhcX6/z8vDkNdThbGdyTg1OkzQUFB+CmInV/f9/Ks9m7hUCaZ6SbujDbJyPoC1JVT6tfM3AbI6UbCpmxNF/6lk5OTur4+HhKeTUnFr5ILNilscqeGZ/J1Xaer+pJmQXcQI6CqWcqV8UhdAIxcmV7CvO7trbW/JttsUXlHP/2+PjYtoay0bl3Nj5ZNmUHqaiwLcEVJno2z60icXJyUmdnZy2xRWqylcM7ZqUkVRo2AGNT2c+E0k+uSJyfn5y64dkySEtcLcLIRCsTfuPBzpBXvitWuIb5onD6P7buOmxDkB4MBvXBBx+0PV7zWTNJsIela1E2EsPgIxuycnJh4Wl/SOOe25g5dQWx1oKS9sGPYYDj7IbDYQvK5mZhYaFVN1IhynjkmfOZvHP2mSP5/IOPIYV6I29ubhqxYUup6MNQdsRWZkldVgOVJv2/919cXGzz4tkRrmwBEQ+pgBmLtRXAwVTczFUS3/S7qkl/PtxiS4guUmbexV0JV6cz2VYK9iaOm2/9vsaMbSDg4ipxic9k/DQHqgX+nlUOYwsDMoaIZYj81dVV7e/vNxFD3MgVwLOV18T4FIN6n3322Wfj8bh+8pOfTGUHswoa6XI20FXV1KpVRu0aFopkcNGTsLa2NpUd6wu7uLiYckYDmYNl4mR5+X+235AFZ/+JU0Kqnsq/Tg3IslT2N2VW5B65q71ntLgCsAMjgy74mtCUkIHg4eFhA5MM2hmgbdPBaFICZqj6GI2H+UlQVOJN1TS3RgAAVdXGz5xROPy736tqSkn8+uuvf6Ussba2Vufn5y24HB8fN4DUv2beOIL+T5/L+UOq/R0gAUibpUpOBoNBey/E0XsD3qpq2d9oNGrEVFIzHo9b/5HAsLm52Xqu2L/ynkCZpXWOmH1uyiLszJwkmLAxpAtRmPVFNmnsBSz3c71Ustk+BYoCqheI/aRi2O0+rURFTuCHsbTbfX43EwT3n82UBRukiw3qg8oyuiw6MYhCZ958p6rqD/7gD6rTmbS/+GGjbCOfxfVl8ObTvTIIUQyQZYs+qp7KcuZ79qhC48dvKIJ8IfuBBOHsVeITttp4fHyc2kkhgwAfEyz5lYRD0oFoKUUhVcYYrqeKkltoEAdcWxsO3LFQja1mVUL/IpGAbcO+3EKMyp1xSmCm7rMZwZyNUb3Sx4yX+UnVGwl49epVU5zgSafT+RVMyd7g9FP2bw4lh0k02Ev6kHuY116v14iNvycxFveQLqQHzpjf3EJNYpWkyzMQWWAAO2Hnic/ijF4/750rxHNMxcisSFF2zaVEIcvXWTkwBklSu92nfYf5cooU6Q9JOsVuPbbsnj179/Qf74s0px9714eHh6bup5CFqLMJtsnPxPCcwxRxxuPxr2zwjTvc39/Xv/7X/3oyTgjgn/3Zn02VXDjy/0+azOCZmZGygkHgYGryAiNpOcsVDNlCBeBA2nc9RpcBJgcvgdbP/Px87e7u1mAwqKqn7FPGZJJI9mlcFxcXU0exybyR1IWFhdrb26vT09MpKZnqYWWT96CamZTZkkw2cGZZJZuSjb/3ZcQM+fHxsfUaCj5ZXkhC78e1ADYwFTAEAQoqsBAkMlhQjpBBPWPGfjAYNBVYzwaHSyVidkNVDshvUlkAACAASURBVMuJPTeH03sIQICnXhE2BZATWKmxmTEBfGVzTgmcZjPmJOPKEgKV/0PSc98798rstdvtNhUx5y7JvmfnXxShd+/eteCfyhbfTqUJgfFuSGI+WxI/gef6+rpev35dOzs7U2pxt9ttCrA5B3bGwftlMJZNe78kot4hj3ij3vAPGNTpPB3pJUFE7LJt4g//8A+r2+3WD3/4wxZ4+ASSkkebCaJ2IEA4AKvyLlxB1PQ7pw17/1THM3CkXyIjsNLCHgQhA3Qqc4KA8WNDKi3s1txQq2CAtgZ+ruJhHP05yS+MyiRSkEqlKMuoiTkCLfKqZGq7Lf1b7AyRTN9yLdflJ9lwb559lnougZGAvnnzpmFlKrCSqW63W/v7+81GEJvZ6kGStEz4UiDwk74Gk5NosP1ZlYmNZZlWbIChxh7JS/U3Y0hWfLItwXhJPpKcIoz+7NlhseQ9kzA2mIm4kjsscv+sArkHf0qMYUf+nFUzeEwAkWSlQua52ZNxZi+e2VggaVqvUlzwK+ff2PLZrOa4p7go5p6fn9fl5WXb8JlN5eJLcTAXimRykwn+v/k3/2Zia26aZZtO52mjWCAu48tyBTnW5OS5s4wRWFNQgM/CwkIrraYTXF1d1fr6ensOPR5Z+uHIygzZU7a9vd36cxi5yTw+Pq5Xr17V0tJSffXVV1N78wC34XDYtjdRqtaHQNGUKed+Ujc3N62EqSQmqAHiqmoLOwDz3Nzc1PmXSRyAkPdPssewBZnMyhggwJoF8GzUlU0Yb0HZvCbJ9JNq3/39fb1582ZqKwenn5gnYJubXXuWfr8/tZVIZnBVNbVKNxWMfEdKGOdzzwRUiqqSDWVGwzGFVtaWAIBQ6FkFpObB+/EhGXyW5pIg+vubN29qMBi0vjEyfq5qz2b7nINZUogo39zc1P7+fr3//vtTGaDvCyz8jT3lv7NFwIVUOvZIYrO7u1s/+9nPmloAD9bX16dsHnGS6KWCY5xTbTB2s8qycrj9zXZ2dmpvb6+RGYEM9rCRDDgSBzaVn0lFwD0zW6fKUeKAc26b4l2zR9q+poDdIoZZtcu7uk/OgQpBt9ttq461eSgvwyUqIYWRv6UikqoPcqQ39vr6utm2Xj2kA2aYs1SLnDSDqJr7qsmmz1TvFAIQBlUbLRKJPb1erzX/j0ajtn9n+gNcQvxSDGAbuRBCspmLcSRmEtNOp1MvX75s85sqO5Xq8vKyBoPBVNXMvW9vb5v/5gIqhMbnkyxm2w+b8GyZjFuMZFN03xezU0CBjwgWn5Y8EB1ubm5qfX29lpeXW7xI/Ei1ne0ox3sHSq+4a2wzjng+RwqKZZJ+PkRQqapGCBEx9q0MmwRN/IIhKSgk2ZVwZpJJsROrcmzFG/PGXmCLd8keV/eHK+5N+bcn4M3NTRNNfN4cJdlz7n3OcVbqCD5J+NIezbc5nANcVU8SN1DjiBw9S5EGUAA3uYJ+ytMmQC/ay5cvW6PmV199VY+Pj62EBMhmsyc9FQ8Pk+0rNjY2GoiurKzUV1991ZzaoesWlDw8PLTjyubn5+vFixf1/e9/v/b391tgzhMVGG32U62trdXR0VGNx+P65ptvajwe10cffdSIMdUrFYC5ubna399vpHE8Htf+/n4jLSYGIeAEnU5napNiRDEnPHu7GKC5ydKiOWBQiBUQECBmVaU0QOCa6gDVqdPptG17Tk9PG3nV75DZKztKJaHqacuEu7u7Nl+UPEoTg85nl0nJ9jgnJ0TElY3sM4UQVlU7vogaJiB5X9dLQgo4jbngx6n8EnCyGV6f0Pr6eu3s7DQy47t6jpA7CiAfNd8JNNfX1y14Cyyff/55K5uMRqOpxEnCByjv7++nxtuWTGyJAiohAmyffPJJS77S/k5OTuri4qIRyVRhUg1zX+Oc5Q331Crw8PBQu7u7tbAwWdG/t7fXNvIVYKxwN4eIbZZBsm/PDyKWYG0OLVTqdrttiyrPd319XUdHR61cys/W19dbrxO1R+DxKzeUv7u7a33NiF9VNRWRbVdVbW1ttb5JyQocNP4bGxuNgCsLugaM7na7bUWjeRY0jZl9LrOB3v8pb5s7fpnJvGBk7lOlSMVILKHmSRYQLeOg/OwaMDVJhXnlJ8+ePWvVnKpqlRuE4PLysg4PD2thYaG2traq6mm7EyW/jY2NVp5G6tnA1tZWU3mTYBprsZCypsIEm5OUpNo+q/rBoMfH6U29c87SX5XPUzHz/0ngqZuLi5NV3vCAvXnmqifyA39hucMdqqr5Jzvm066PkBoT1Tx+Yq5TEc82jCRws9jsXbMyohKQK4PxgLu7u/ryyy9rcXGx3n///eZz1FXPki0BiKe5grn57+InMcLCJHbx8PBQZ2dndXR0NLWI0q/ELLGPz0pcM0YZJzzKfXPFsTg0W11oEkUG0WSaMtaUqHOXbVmnlwI+R0dHbf8px8C4jvKolasaNcfjp6NN1tbWWonV+Z+MN8tHGkmfPXtWR0dHNRgM6nd+53fqyy+/bNkquV4vmOCvNHhzc9MA2eDOgp7vLSwsVL/fr//zf/5Pfe9735sqk3rezIiswkQyORWSxHhmTztBbGczQuM9Hj8dBJ7OySgZkrmRWTN+DfXpVP6fMz88TE5d4QzG0rspMSNXtmbI5wXwKf17NkFVgNIA3uv1GvFB6o2PgKis7P5ZzpExe35OaNxSbeJsmRlxMplzEoVUMIGd+c0SMYLGcVM196zGRKmCGnR1ddXUDpuPUyXcC/nz5/Pz86n+FbaaCvSsPSsHSqw0XgPl9G9+z2/evn3btpxBvgT7bndy4Hr6ddq8zwAxAUxJxt/ZJP+U8V9cXNTf/M3ftDFBtMyx5x4Ohw3M88g77zCrxmQfkCA2Go0aCK+urtbW1lZTXr7++uu2O0ESKf5MHVDGsnWDY82yNUP5WC/c4+Pj1CpN/tXtdmtvb6/6/X4dHR21xVyejw3xD5WZx8enkyGOjo7q7OysdnZ22vVzEZwg4s/Gwir5tEHEJsuWw+Gw2S9VOttLzLl7Z6lNkgrrk9hS4ogKqexm9SKJgHslSUS6qWLmjj1Tgt3LNQRvz9yC6N8RMdiVJWP3Zcfeh5qVSrlVxt4bbruW2Mem2GpidtVTj553NU7igsRmVkRIscVPxga+ovrR6/Uauc6qQj5/r9er7e3tlvBRxI2TihGCaJ4d9wqLEheIE7AECcsSeaqq7kFF9u9bW1v16tWrOjs7awlPxswsmSOS4s1s20Hid1azzFsqw66B4BEqTk5OpsrDYqhxdO08NSrH/fLycuqYXb4p3vp1dnb2ZLtpXCnbAwQBA1khD+fqM8Y8NzfX+lPG4/HUwfXPnj2bKr1dXl7W2tpaI2MCvoCaq5jm5+fbIgAZqYCdK3A2Nzfr4uKiXr9+3T7DyUyYxSZ6SvSaXFxc1O3tbSOwuQraypt+v1+7u7v19//+368PPvigBRdGCHSd0vD4+NgChExtfX29GUCqEE4d4ZzKgMYX+GfvmwzPHKbMDqyyf46h2BB4e3u7ncfZ7T5tj6AkgBySnKlJFIC1tbVG0KxEy1ILZcScDYeThRJWrAkiyO7u7m4dHx/X9fV1W/ldVa1kloCrPDXbHwKsfBeJmw30yILnUpo0RjJE6g+HAwhUlyQzxioDAPsVMAR9fUaIKhDj6H4loCKT5mZpaamurq5qMBhMlRmyzM/OZZSAhV0ZH/Ou18RYGGtjxQ+tcFTyEcgQEskXOxZYlpaWGpgCNs+S2/iwWxigRMvu19bWpgIsNQyxzaQxt0pgr0hOltZTTZBosGFtARkgKUT6pHO1P8wRxG5vb9tG21maG41G7VhFK3Y//fTTur6+roODg6aqjcfjRlCcZqNCIBGktFRV2+Tb+7NLCseXX35Zm5ubbVNwGGsFpuROfzSylFUGiRs/Y4Nzc3MtOcuqhnE11lm6ykBnXPgUMqEMaDFX9mSlImIePbNER9JaVVPYARdUbfg5u4SxcCYVKqVCY0Gdc6ZtJvjw2PghNLnllet5jiwRs6lMjuCI/6Nuwpgc86wiiO0Ufb88R1Yx5ufnp3YGMLbiXe63S0U0x1VP28olcZQ0pVJ8dnbWYofvpw3zR/OAi5j7VIApxuxS3GRbyDVC6HksVjO3iGdugG5sEl/ZIXz1nj6X9uP9JGV8km3BfthhjoybmJNtElXVNjY35rAbhsClbJGa82Grc7LcwBhmZXtlByRAIJfBJxkEKG/fvq3hcNgI1+bm5tSLZIB1TwE92XDuzXR+ft6AK0uY7969+7WLBKomW7rYE827IJs2ms7dxBnP0tJSK+X+8pe/bCWUDFACFkcSjAQ274PsIcTUUJOb2QXSm0EJYWfwKdtTH7N0S6VE7KhpWR5Sehd8jVmWFNgDsLb9ASAAipRVmVfaDgOUvQl8WXLX7GrBjqAPOI0RO5VVeVbKA5U0M3jE3GcQ8exlAjJbW1stwQCyuVAFqFu0JENkdxYD+X/AkSQAOTR/eQSgMaXYABzlq17vadELUnZxcVHPnj2rt2/f/kovUSYCQC4TKf/nWqmq5thnOca2F4PBoH1PoDZ2SawlNwsLCw1sEbMk8T5vnsyfZGp+fr711Ul68r1yi6ecU+CXC0PYkPJzKt5LS0tt/gQi856Jk2DFPtgaO0iFhnrr+2xComRfzGwnQWD0Gvf7/amFABcXF23VtmvCnMPDw6ZQ7+zs1EcffVT/8B/+w7YVUKqAOzs7za6U8V1HgIdFmSBKTBCBXq/X5of/jEZPW3slsTGHGUgRZMoxG5eEZAuKccr5T5IkMTXH5gvmWBHriDnXoBwvLi626ka+p4CKbGuHyq0+Ut3kW2whMdy/mTsxT0IFG9N/UynNsl4qeDkW4pk/j8fjVm3QnpPKl2c3n+yATUo4xSWKcBIg9u4dfQ7epOon0c1yLYxKESeTCHHcGKQNmWc+nerqaDSqt2/ftq3bqMJsJatEktPcIUTrze3tbbPPbrfbsA85y2oXu4ahMCR5AYzVtvbw8NAqS3hLxjnXVcl59uxZmzcVwxTSCAnNPhJwOS9WnepOv9+fairnWM7ZzP4ASl4GVwqSB02FwT2zlGdSfA/Z4IQWlmR2D9g9e4KVfg0qxenpaa2trTXw2tjYaCUwAwRYLGpIgmZSM+ALuMYUKVU2Nqn39/fV7/dbqSlVjCyLAUa/BFS9XIBFuZFCwik4j9XFSnXZ65WNyoh49mLkKlZGq6difn6+jo6OWgmeUwq2Z2dnU0EOWFFrjZfGfkGDM1Y9nesJTC8uLtqcU1NnM9hMHgRaCrZ5MVa57xxAk/EOh8M2T0pwFjgBF4DiF0CUGZ6enk6VQhGdlZWV2tjYaOMPfCVQ7ImaZj75iCyb35pfYK/dQhCn3gqYOZ/pP7lAwTiaA+OTqqVeW4tjMskQ6JHADHZIp59ZhcCzWdylhSLLeUiXMUjlgi16XhgAELNczE99N0s4VVWnp6d1fHzcCK/+GvjGv7J8lHg3e21/N998Aik5Pj5u74MkDAaDlnQLQNpzPIfeZ6U1yTkf7vUmi64ODg7q7OysHb+Wc6T/WUASGygwermrqj0LXxCkJTWpNOfiA4E6FQr2At+RHNdFxO7v76eqAakuZgXE3z1TEnAYkQEeDnlets2/s/IkCEsKU51aX19viwL5i7g0Pz+9wh42JeHyzOYrt/0R0OEIe/bM+b08mIG/p0rm+RHyWZ9NYWE4fDqSVG83fBITE3uRIfZ5e3vbknwYzzaTA2ScywQssQFOp/LF//mXBZtsBxbCWPhQVa0nWTKlBUZszGQUnmScT7tKAUgMZ8NZqvV/uZgIGaagqgzwTXPo2E5tAKnIph+Zw8Sm5DV+5jJLUnYTsLBTxpysM8t/o9GoNe8DoyRBec6ioGvRgIUhnU6n9fnkqk4ZAxDyHOPxuO23ZlAFwaqnfiUDkwsghsNhk5s3NzfbhD1//rwdA5c1fCvbGEG/329OZDAFdgGm2+22cplmbBN/enraJojRAoLsxby9vW0HlieQMRbvkwsTvL97MUorKE9PTxsxzIBl1a7AqVzIyQQW5W33s0gDoTo/P6/V1dXa3Nxs/ZycWgClsGqUR8L0orEP+0H67mg0aqcSWNlsPJJ4IF/GI1Vl4wHI9FQ8e/asbm5uWs+dkp9xBJTmFLgJykgwwPR83j0DW4I2hUNfmeANqKhZud2RIK21wsISNnV+fj5l6/xGIJKpdjpP/YzZxvH4+NhW81Nh2QL1Fhi6Jh9CCDPgIHMIXL6XOeBzfkfuBDZ+6H4Ch5XnvovEGGtkdjSa9FN+/vnnNRqN6u/9vb/XQDBVRYCKWAHk7H8zDxYtZRKSFRRK1crKSlP78x75/rm9iV5bvg2/0nZHo8kmtRsbG63vZ3V1te1MoJpjnszP27dv2+fm5+dbKRxG+BETsh0FGUJIYPlgMJgqrVGN/O7e7JN/+qzkio3wLQGSDbFpq5EXFhbaGdNZqUhRw+//vx++MTc315JPdgwDkQOYm6oYf9MDy0fYCjJR9VRRM3/e1XuxqUzGzZ1tyMy/hChJkHmToKUfwcCqp/J2r9drGMtv+JXYln6ZCby9BMXrbLVBTsV1iyiJIZIorTQEErZlvzvkCRcQR8U1hBSGq8KovqUApE0jS8c57uZ0Z2en4QUS6H6JTeZVjJndrFq5mY2wX0LGbC80HIJh5iP7sqmQhBwEPJVpKiz/SvEHHiQBnmM0swGfs3I+WXNKvhxMkD07O2vB3fcFF0a7vr7e+tlkuGtray2Q6j+y0bMs9Orqqp2qcX5+3pxVeROYVFUbXKvqqEa5+ShF7ujoqD744IMW3JeXl+vs7KwBpNIsknB+ft4CoHvLSgE7h8rMBfjnggQB2EQp33IgZR+OayzdB7mmJCJiDOnu7q76/f5UQ36CJwJd9aRaJFnLhSlzc3MtiDEoxi+QfPjhhw04BSKBN0m04DccDuvg4KCVNXMFeWbC5lcSoRTFyFdWVurdu3eNLB8fH7eyPZCQ0XNmCvXj4+SECCScAieYAD1j8fDwUO/evavd3d0psPRu+kZk2khtqrUy9/39/bZ6dG5urvUbGiN+57tIKVJD7kd6MyECfOfn5414AQfgnv5MYddjJcB4x5WVlVaGBnhZDkob0qtmzuGInkAEx4k65lvyhCCyLcqTcRJg09/m5ubq6OioqRmZJGr+/vjjj2t7e7u+/PLLqcw9+2QlsakWG08JUKo1xjcDMB9A1L0PO0pym1ujGPcM3q4HyAWM2Z0X7u7uanNzc2rBHv8zF8gDYpeBIBP+TqfTyKv5TSUjWyWyB5vikT18noMPC9ySELinlcezCIJsh79T0ZBNdgnPqLlpB5kIslP3V11KLPYuiGiWcefn52t9fb0RkdXV1bq6uqqTk5OGeTBYUiwpzOqVeRG4CQjiJru3CEdi5pm1DokP+l/Pzs5af71EAFl5eJgsVNFD6j2zjSf7WdmMeUylDi4uLS21WGreES+4Rxllq/l/uT2OhZz5Z+8IN5EwwgvxAtnie3hEEmRVqqqnJNIixFSkzVUmMLAtbbLb7ba2gWxXyQWHMBLhRuizqsOPJCLZn56J/+3tbf3yl7+ss7OzevbsWe3s7DSSmmqk5G04HE5xHnaS2Nf77LPPPut0OvUf/+N/bC+ag5uOzGi8fJaHNPFj37YxsZ9eqgSAjpSdAIXoMByfQ0JMdtVTRiWgUaScpiCgYtHeJZUsEygApJIhUCM4qSZh7wCjqhoom2CkIBtC/dkzAXFlhMwKPI9gjQgmOaGKZda9urraShsCmut4z+Fw2FZnIXlIvT4070u1AzL6r3q9XlNwrSqWGbIffQmAELBUVe3s7DSpPxdHALrMuD2X+eM43e7Twpjcpmhzc7MR9CxHIds+j8w/PDzU4eFhuz5S9Jd/+ZetX2x5ebm2t7fr9evXdXx8PNW8nWUTBDyVZ0TQyuGtra1mZ4BQqdr2PDJK82esEM3sQzs5OWnbryTplsCxDWo90FFikrgBQgCfaoFgI9Fw/ST0xtt4AC/2B7wz2fBnYJ0Am4kHXDK2cMBCgyxzU5aqqhGGV69e1bNnz9qJPb/3e79X4/G4fvzjH0/5v0RNgmqcM0jk+2XJWn8ffPIOqcZliQ7uGUvqkJ4fgYEiYHPq9fX1Wl9fb7aCFJqn3PoEgadYpPrAxig5mQiyLT+ZeJnTFAzgXSpAsJCfZSUIqYQpbMkcVz1tT4IApF1kzyX/EbypZsp+d3d37e/Gkj3D6MFg0BZWCd7GVR9WxqHEfPEqzyCH1anyGEeLRFz76Oio+ajeeePDV6mDv071Q9yMP/xAYHK17sXFxZQdZ1znV+I40pexCdFiq2KFmFs13dNnzti6HkDPsLy8XIPBoLa2tpoKmRW3xAY/aUPei5qdgonYrk/PeCFzEl7xln8gc1lNYA9J3vx7ksBUWtlG2nKqiOy46kmprKpmH7nLyNraWqsSintZcTAOuI73zoQDjv3e7/3e5Bk/++yzz0ajUf35n/95AzwBnawJYBN8vZyb28aAPJn7/1AqZABKhMfHxy34MlTstdud9OXNz8+3M0upNjIs8ns6SdVkcYXBQbA4ITA0KBi5YN7r9VqJl8Eqc2aJzJEq3t17zM3N1cHBQXPEJKtJ6rLsZsJkoKR3DoLEZSDKPr4k1dS0VGDMg/GwP6K9ERm1MTPGnmtvb68RYTK0eafKyB5l6LnXFkdDfGXXBwcH7e+MM9UgxAvAa7j1GW0D5sUqKEAmqAMZKlmWmNiRjBlQj0aj+vjjj1tZ2fv95m/+5tTm1ScnJ+0Iw1SMvI+tBQCWrHt5eXIe789+9rN6/fp1CwoSDGORezEiNEniJTLIodWvWap/eJhsh6N3CqjJMBGrBA7PmySAki85StKCAFY9ET4KvQQRQLlmJkV+zSaBxp2PmXc24rlyyxDk2M4DiM2XX35Zx8fHDR/+2T/7Z9XpdOonP/lJsw8Zs58MkH5fWVlpwTrLdMA/+5hTUfY9JL7X60317CBwVhdnOdq4UK6otxZ/ZC8hbIKLVU+bQyceCVKwRbCGed7Bu8HRXEktyZxduevPApQ4wPYyuWcD3g9mGEf25J35iGuqgrAH35XAIGywy+/eBSaYO/8O2xJHcixVGZzB6xnEE8Q/FzFkQPf32TnIcqR58FzD4bD1IovXSn924Ej/syOGEqxWr3fv3jWCl/2xqnNZfRAjxHyxODdVTzuTAFHD4D57yJ42Cu3x8XFrBVACJhDBTLGPDbAD4k+2G3he85/kiK2ybZUJYw8LYVom+TAGKc2dU1I0ycpBEkTfS0Gi0+lMEXZjwoazavXBBx/U5uZmPTxMVpwrURNn3M88pXCURPYHP/jBEwEcj8f153/+5w2YgZpByR6sDDac20AcHR3V0dHR1B5FZH0GlqvbZCz+bzZzVBajimTJy4so0QroegCQSwMhoCJNsnxgRiZFflPiBnBZmklpWnakqRYZzd3+ZV1poN6BM7tmKnYc1HJx78E4GL1VSZ3OpEcx1S2G7M+CDfXPebHIUFW1zT1tE8PJMwsCeBw3S0hZvkuQ0X/h9AKBkLNkBpUgDDwonEiteWK3rs+eXDMDgmtvbGxM9cIJPjlPMkc+4BBu+0cCCMqhzNF9ECrjgOg4seb8/LxtyLu1tdVIFptxXc/JR2WKfO3Xlf1Go0mLwLt37+rx8bGVQ5E+1wHUWWoyv1QfbRDX19d1cnLSsku+yXeRlqrpc8NHo1E7ucIYmWtzBxiTSFmlL3lJIjI/Pz+VmPAdPX0SUXMk+FAc/sk/+SdVVfWjH/3oV1Rhn0XABBEYgrxJlvil5zEeeiapDKoUSSiMlXdMXEF0sj9PkMgKDZJji5znz5+3ZLCqWk9nzjsFOMnb9fV162nzb1leglWCK+U+k1e2mYTQfGf/IFKtTJmKiKQvyQhyh0wbW7afCXMSGMRToEQkqXhJVPgTX4KxRAN4BS/ZP5s0vsaNnWodSDUMqUlFiYqW20+Jc5ubm1P7gfqRmBg3MQ/RznkeDAb1G7/xG21rIskCHM+kM1s7jJOYqa/16OioJfKpliFtbJVfZR8/3FLyPDg4aG0ccI8vsB0qK9vjO1nul8yL2UnqEzuzT5A9S5AkrLAsFeEkgDnWeASMy+TBWGe8gEn8Tzw0PvYBHY0m2+YdHBy006hyQZh3gFvmSayw8Cg52B//8R9PfIahp8Fk34rMBFP1bwZVBmBwAcjl5WXt7u42UBaYk/jZxkVvn4OskU6s/sMPP6zDw8OmpvT7/Uaoso9GZm1ysxRpoE3i/f19G2ATn0pL7l+GGKVsjbS4NmIsa/HsSRYz82BEytD+HykDOL+ulAKAut1uO4rI5rLIXr/fb06TYIQEGXPkbnV1tSkQes2qqoGl51KicPKEMTcWjgGjQFF0M3D2+/2W5WY2T3qnLinVcEpbxhjjubm5qXOWj4+P2950mW15dt/zzLJ4xCbLHisrK217h729vZYxy3D1swI3bQ5ZskslCcg+Pj5Wv9+vFy9eNPBaXl6u09PT5qjZV+d9Uz0WXN3HXCFTa2trdXl5WVtbWzUajerly5d1eXnZepT4Vm4HYI7Ytnc0D+ZkaWlpak9OpQo/nos6aJ9C2wJlgEzVfzZgziaC/X6/rSR0DcqbvdcEqbu7u7Ypb2a/vd5kw+XcyN4z50rsqqftM3IPQHZ+eXnZxoUPGRO+78825LbwS1Kl9xl+smGgjqgL7KmYmQd+1u122/ni4/G4+aD3uby8bBuFw262LiiYewSSvUg8sqGdLRq3xDR471klnAJ79vmaL+QAaYAFfNIYIAzu7aQSpNN7IYjdbrdOT0/beMIf5JC/3tzctJM+xA72l6qT8bYtj6Rf+TTxw+IUOAi7U4HVmiB5YS96dxEe439+ft5K3bkAxJhQv5OMfec732mrw4fDYVvNjsB2Op22GlzM1AKj9JtxoKlLOwAAIABJREFUXyKePsF+tN2IZZnYI1Kp4CJwJycnLbYniRYfxW3xVNWPr5kz9zDGEsdOp9PeFVZrXfLvSQgl/nnyD9v0WeNgnGbbFMy1f5cA8ZH0l1TBjQsFHz9IO5XUieHw25h7DzE5cS57U6tmTgLB/E2chRAGnqNnv48JcoPxeNz6m4DA+fl5W/Xr6JPFxcXa3t5uoE/GRrysqvrFL37RNkq1f54BSND1TFaGKdM6jYSDUtwAjveTEV5dXdXBwUGbEJOX25Ioz/Z6vbYCLxtJGVCCNtIKvPI9fYezcFblo8XFxQbqiKASZ/ZYmseFhadtdVINSgmb4wDR8Xhcg8Gg3rx5U/Pz862fM1WXhYWFtl0L4oXQ29B7NBo1cihb1k9ncYA94/xQ9ZS0lDYAsLFOwJqbmzT9b2xsTB3vlnZJoUlH8y7+Hbghd5QaK2s54ubmZt3d3bV+SwFD0AGonB/IIAmSBE7Y6/XqxYsXLcC9e/euqqqpTgBM75EWi1TA+KqSDOIosGSGrJzu7wKoIL24uNg+b/sSgKnx3b2RwP39/eZfgjv75c8ydfMjOCWI+jNSZ6EUMKbwm1dKIdJmuwQ21e/3WyAE2r7760izQCvwZ28hMAXOlMVcPasUliRO0On1erW7u1uPj48t0OZ1+fjp6WlTE+EH5Y8Pmrdchc3HU9FiG2zCKUdZimJrs8msJAEuGreHh4epEpUk3vzCF/4El7PFxBjOKqZK44hwqume2xzZe9a1szcN/jkn9+rqqhG3FCjYHCVbgu6dLZhLvJ09kiuVoywnprrEpo1H9rQhbSm+PD4+1tu3b1uLVfbIpf2mHxr/4XDY2qu0Fw2Hw+ajEo9Op1NHR0etVeTZs2ftNK5Op1ODwaD5G1/JNpMkii9evGh9jK4HU7Ifm81L5tIOs9rAntybTVOtJBvZFqF8m3NYVY34pzKeSa9+UFUPcwcbsscatmcpH1EWm8Qs/fGUV9fk7wQCGMMOMt5J3thn9mqzM6INwUC8YOeuW1UtQU87bQSQgTO43MbEFwAWUKt6WsFKPleeJLGPRqPWVA/4OSMCZdAB693dXa2trbUtZRYXJ/sPphoGUPRh6d9CYjQ7yyg4NSfjHNRDWU2WZYCA+yG/wCp7lgaDQXMsz5HlENmoe6USxpgQqRwjTfwPD5ONhBHPXDHn+jIhQGwsskEUaDiUnZR+fn7e9qp7+/ZtPTw81NbWVn366adN4RmNRvWLX/yidnZ2and3tzUUc6jcciIJI8Ihy7++vp4iAfq6JB9ICOdnZwhBAqlghTz7vtIE8pUZkO95Pv06FuAIvFXViD1HzUCg11CWj3xYqU6y59CpxN7f39fBwUF9/fXX9d577/3KsWtKIvxHsBOojPn8/Hw7AcLqz4eHyaahJycnLdgJGHzb8y0sLLSyPSAGQrlqULDTVjAajeq73/1uI6xUTf2E/MU79fv9KZDPnfPT77JXyj35i5aRbBPwzHkt1Qu9VXrjzL3ylcDNvvi3cVJeRFZsVZHBB6YouRi7JBGdTqf1HK6srNT29nZ7XwtbBMe9vb02vnCWLaQq4TnTls2Z+1xfX9fp6elUE74fuOX9j46OmtKaiTQlK22Azwi2SeT5kne3wbAKjROejCG8Wl9fbwm49+JTVU/75/n3VHkQNGTADhMSyvQreEgVNQaSiNw7lS3BfITXGKTize6TJKaQkhUm4+meEs4khsZ/tuqWhDg/D/Oy/1FSh5xQqBGym5ubqYUixuP+/r6Ojo5aawV7m139L0a9fPmyqWwXFxdTbQYIv3E0X2zA9cy7uCW5Y2t8SxxFRPWfZh8gsoggebc8lhGXYfcSJXbk3dkgEcFcwgycxb1hlft0u902VmyeyMDPtdbwSxwlxwcfwZmID/Amkyy+mDjK98UodtEI4GzJDdPmtAmYsppkxoiAQK83SmYm6DFuGUU2zbrX9fX11D5rH330UX3++ee1vb1dc3NzTQr1fAYQSTABuWqT43GMzJwYm8zO4oXV1dW2H6BfSg2zZV1ZCuUtVwLLHMbjcduaRDlCUAM6Kev7DGNIOd37K7V45sy67HGYgOxAc6rkw8NDGzvO+/DwUL/85S/rzZs3dXl5Wb/7u7/bVox++umn9cUXX7TV0AyKYpYLAoyL7Kfb7Va/32//h5QpxRrPL774ol68eDEF6sfHx3V1dVUfffRRSyayRMA5s6XA1gxAg3KSTgtIMxixRyvZ2G8CjWtwRgRFc/ni4mILxPxAkKNInJ+f13/9r/+1dnd3a35+vr755pv2bsZFYAeCbJbyhMB7FwmBjJgCDMhze560N/ZAVaKO6wGlyAIxpLaq2r6d2g8ApKOL2JjnyRWSkh39nIKp8ZXtU8mUwnMeJDBsz76I8/PzrVEaKGqEl2RQJKqq2XAuDBgOh22RFDKEgGaw6Ha7jXDzT4oDXEEo2KzgOFtiX11dbcmUX/xAwqqEj8h4B31q/ODu7q71XNr6KZVvJIZ6Yk5SqfOuFGbvx+eQTsHGOAuezmZnZ949lTEqShK0LLNJEM15EhZ+f3x8XPv7+3V4eFjD4bC2trbqww8/rOfPn1e/36/j4+PWE44sWcW+sbHRkhLkMttS4HiWJiWpgisBwDVUR8wX4sjvcjst+JP9ppRWvcY5b1XVrjMcPq10Rzrci10gpeJf7rtnw+okuYnZSI+x56ePj5NFG++//37bO1fZUuuFefK82Q+c5WB4sbe3V71eryl37pfKGBsmsrBHZDDjydLSUtsPlYCARN/c3NTW1lbDmJOTk1pcXJxa0MGPzb0k3DOkP1H6khDOVg1wJORYSZffNEI297TVmUQxWz8WFhZaTIZlbMu1ktvgIP6ci5A6nc5kEUhV1U9+8pMG7Bit7IaDmowEwlz0oNRDUbIliL5AgVA2KOPMPcgQlaOjo2ZU2XOk/CIj04swPz8/tfScs/R6TwswZFQWPchOZLmpjuQEA4F8R/1E/nx3d1eHh4et7OPzADEVB4ENiMhygCGDz8wi5WGBxPsI+lnmM3fZV2h+l5eXG/nIxl1ZpGfudCYLSqqqHXvn/4xZPlsGEb0hw+Fk023PQZ0x7uPxuG1pofGWYy4tTY7f+x//43+0wMiRc8sPdgBws8SV2SdgTyBCStJmEH6N29k7J3hU1a84L6KSKor3kQjkooUEDZlz1ZPC5axmCwcym2MXggBATDJnEQCboJ66hvHTc5qgLzgJmlWTfkT7jPmuUyFSRRiPx1NHMWp18COxMW9KlAhsKsCCXSZr+a56KAUUGT9gtH8nPKPOdDqd+qf/9J9WVdV/+k//qSlaAiEMo9Lwn16v1/abTNUyE4Jer1ebm5v18ccfN3yk1BwdHTWCQE2DA7J85IENIvtsEGYkKUz1SqAQjFQO/G48EeHczxQZcR+278g44yqwwO3Z0lOWuhFr/gNPESp+mfOWbTGIRCbxAuTJyUkdHh7WN998U+/evaujo6PW72jxx/Lycr148aL10fkuYizAw9JMLrMfdRY/+K92BytZkQX+c3Bw0LCXb2bSzEczeHvvwWDQfIHvwKkkSYhefk7rSPbDsxVKWu71KolVTdBLKxFJtf329rbevXtXJycn9cUXX9QXX3zRYhgFm79WPe0zyW+Np+3jKIn4h3kQZ3KcXRfhNnYSfbih/5YKKjHLlrbEFRjk3/mWnnVYxg+0osFKtuF5jBXchhephprvbLnIOc53zAU4Yr1Y5B0zJrMzeOoavV6vfvCDH0yeFQH88Y9/3LIR2ZHS4tnZWZtEDgjYKH6MVLCrmtSknaOZWVOWghEtWWO/36/BYND6CTL7M8iCpclGJChQ6QDA17MjZa65sLDQjNWpB5QCyhqjZMSLi4tT261kaSvPqRTokCbPIfOU5VFoTCLg8K7ZK2K8EoAEXPPFEI23awKNhYWF+uCDD+r58+et1CXgpJM+Pj7W3t5eI5JIHqBMoqvXKM8Wls0IkpxIMMjmb3OHIArWL168qMFgMNXkrcSfSsHd3V2dn583O0UUsmRiHBDI1dXVtqI97cx4s3Xg7f84rbn0DNk3ZFxTnXt8fGzJSL/fn9qXzXWyXGcxldIFgi7QX15eVtVTH4n3ZK95KoTewCxder/sM5k9zcR7KV9YwEA1ReazT/Pi4qItthiNRk11ceqAhMfPrCqE2LA5fuTd/HgPvs7GUpkVJD2L/x+Px/XP//k/r263W3/2Z3/WxvHk5KQpOtQhPgh8c98wJA4uZHLoTGuN5KPRqKkuFMfM1gUHJFKCl1WDDISpmsErY5Rls2yd4LcIO1u5urqq4+PjFuxhT9VTYpjqHFtNe+UTklGLGmA3/2fr/p5KuzExV/Azt25ZWFiozc3N9p5ILlxORZHtOWmEP7G7TB6NK9uCscbaPLHJLNMh6YKv5xkOh/X5559PqT2Sntx7U4BOrE4sTvtmB1TKLPXmuPZ6vdaPZj5tIZP9ZAixxTd+svcQITUObNJiIdeCj1kRS4Ip9iN/xosiliuF5+bm2iI9uErBgwepdvIbCQmcp8ZZXAMX2Zr3dg82kRvVS55S7a6qJlqZazEkE0PxLRXyVIyTsPF5/+f7qkuZzIsp/u53vMicZyuBuPQv/sW/mIyxyU6p34RxJBc04MiIAWCMCIQMwEP4EVBGo1FbhcOBqXd/+7d/W3Nzc1MZBCXMgMqMZf/kW/+f5MN5tGRTRmwiPPPy8nJ9/vnn9T//5/+sly9f1scff9xIgi1FAOxf/MVf1G/91m81wDFZ+k5kmYPBoM7OzprMbtJMgrJfr9ervb29Vh5QjkzFTdkgS1HKeMZPFmE+sl8TEAOIh4fJMXhUrn6/X2dnZ22TWdvOXF9ft14eSi+Doj5xMAtEfJY6kMRbIEAg/J85UQrThPvzn/+8bUEyHk9WfNq9XYkpM7B0iMx6gX2WIIG3IJYOTN2oqgZC1OqU9pXdZNTz85P9Dbe2ttpcSHoEYErIbLaWas39/X19++23rVcyewUpzhb7VD31SgHn+fnJWcyIMTKkPCuASWxcCxHm33CA7QNn82XvMcGv3+830sSWHfl4eHjYbDHfM+08A7HAZE6zDIS8SHL4INtnh3AnlZ2sYAjycE8QEORz/0L25Z0zkLHnjY2N2traagvfkpy7TuKaeU/MzfeBlYK+nRQS8CkaqcZ5rpubm+aX2YtskYT3sPcppV8bhedOW5D4st0k1uwzlaysUrD91dXV1guH+JnfJDuClgREQNTDlgkdW4G5FxcXdXFx0apQCFOWXWFyBnO2CN+y/QGewi3vvrq6WgsLC+18eb6xublZ/+gf/aP6/PPPG4E2fpkEVT2VB41p1RP5TgEAnug9hAFZvs2dF4wLP6iqNmYIKaLgXisrK43kwTrY6P+RqrQVuOD9tL6YA5/3bg8PT3t8mvskQWIJsYQtJRnOve6UnuG0RXt+3ENM7vV6U4tEbB11cnLSMM2cJfbBEu8p/ktcs80pW1H4EEFDTDL/qY6bU9VPyQjym72zmYhmzEuhjP0kYZ7zBy9jUmdB6eHhoZ0VLLgrddhyZGNjox4fH+vrr7+e6ltTypP9UjSyARIjv729rYODg7aylAHM9iMgHdm3wlkEcoMqEGf5yyAfHR01QKSg/cVf/EUNh8P67d/+7Tb4R0dH1el06pNPPqn33nuv3r17V+PxZMUzsGGA4/G4jo6O2hhYwYvIcSolwqWlpaaU6m84Pz+vt2/fVlU1kuony3ey4yTT5s3eVpwcKOX8bm9vt7lULrO5qj0AZ1VYIEoByTlN5Q2gcmb3yXI4YxWgHx8f24orZXD3o/zd3z8dvbe/v99IhzJUArpgnn/nkFkaR8qzNK00irSMx+OpbJfDeidBCIHW95j9J8AvQQ1IS3zY/KtXr6rX67UysHFVLpHBsnffTRA1vkg1wFxeXq6Dg4MpQm7/LOCpz7bq6Vzbzc3NWl1drbOzs3r37l27t3GgbI7H46a6HBwc1N3dXb169aqtWL++vq6zs7Opw81hjfFgX8ZGEDSWQM3v7Iivu14CYpLITGL5lRXq8/OThVa5PQUyMKtkURZssusIK2QF8V9eXp4iv5msAGr+TzVUhnYdNgPwLcLq9Xr17bff1k9/+tPq9Xptw3K2MhwO2z6qX331VQ0Gg2aD7BHRkkAIrJQZAT4Tp9yvLomtXxKB+fn5ttJZn6zEI1UvAkFeIzdpFyvu7iZH3y0tLbUThe7uJpsh2w5qNHpaMe27SDWFib9LovmYe7A57wK3PJtVyebPnCAhFxcXDcfhztHRUVXVVAmeH8LaVGySWGcfWrZ7GDfvkv2G7DexW7Uie0D9TlFO38g+Mr7V6XRazM6k0jO+fv26qWvX19dtd5DctYJaqAyfBEibgbGFb2Kad84thDwbDEJ2vH8mlLNcwjjxZ/d+eHhoSe3Z2Vm9fPmyLUKlnhtbWEg88+cUbmaJYyaDWTWEVWIWAi/56HQ6U/3W6TeJmRL3XGMBtxqryLIcAsEgk6EiGxxIJkalI4UDE43q19fXTUURiBA6g3N//7RXU56ZyRnX19fb/ZXNZL8MWi9TGhCn0hjv71YT7e3t1fb2du3s7NT9/X39r//1vxrQu06/36+jo6P66U9/2jYQ5uRWV6aUn9t2mIxcaZb9lUpUGP3CwkK9ePGi5ufnG0FlCECWU3HSzO5SrTN/QBiJ0rjrOfTf6MmgPKUaJAN33QxyKTVzcEYtmOf3kKzMBnO5umxqOBzW4eFhc5SNjY2myHY6nTo5OWmZnP4QmbAM1A/gEBBlTqlcc5YED3vqASljlRK9Mry5oVhmJpZlXlmoxAOhMYe+m4TZ2GR5NT+boJOKp5X5AIGKBBDzOSmqb9++neqPNG7semlpqZ4/f97K9klCnbRh4cBgMKjT09O2ClwwzRXT2VtTVU0tmlXlvBOwzr5YAQlesH1l7ySq5raq6sWLFw1nxuNx23BVQpy+YH5TtchkZzSabEKfxCVVt1wolqVtASvLkOw41RdJSKosvnN0dNT6bZF3ZMCfX758Wd/97ndbgBM0KDj81/xYFKcSYmFTVTXcWF9fb2qc8ZAU55yzfwsFsr8z1Xsqk/hCadfnjUBrb+DrxoW92SwXwTX27CUJrbFO0p8JEAxLAjY3N1ebm5stIU0FSHxLf6Ro26JIBUqbBD8fjSZtLhRcMZENwy8EiHAhdmSc4x9sQMwVR1JMWFxcbMckHh8fNzxWSoZP5t811tfXWzsPwt/r9Wpra6suLi7aTh55L3E/y54U1kwCYBV/kTD7nPiSXCEXkCUB1AtJxFItydYIJ5zs7e01P4C5z58/b5XLbCnh454l7dj4IWbsJpNTBDhxFOcSO2AA/EKWfQ9+pDroPlliN3ej0d/tPQoEszmas8rAEQcT6IEYynA4rN3d3aqqBpSIiGsz4IuLixZAZE+CnheRHWK9wM4CEsQuy3C5rw+A7vWemiRTFaSQGJTDw8NaX1+vTz75pF68eFG/9Vu/Va9fv24M26Dt7+/Xl19+WZ988knbI9F7WT1qwLe3t3+FKAjG1KScSCSxqurt27c1Pz/fyjIUIMHYPQWHPM/Y5wQQhpNAMBwO6+uvv67V1dX6B//gHzRFSG+EhR+yPu+JuCMBmVFlSXE0muxr5nvGPFcIM9JcnZolHitx+/1+A7UkMJkNIQO2D2J37DlBGNF4fHxsq8oTRJRnjK/eucPDw+YDp6endXZ21pqDlQ4QFyUPJVE+Yr7YAnWLnZkzGTgf9CNoyeJubm6mtoTRJ5VgipQBgVzhLBHJpuTT09Pq9/u1ubnZtnbi/2yNvUpaYIIgK6AKBFo29JcBxTxKzLtYbX9/fz+1tySwFQT9JPnrdDpTOwo41gqRoCzMXiNPXlDlSFJqbJTKqPi2i8nSlHl6eHio09PTVvJyDbaaPayw0qlHNrzmU7CMoiOA5mbEe3t79fHHH9d7771X+/v7jUR5h7m5yeK8d+/e1cLCQltgZN+23LtMApv90Z7bgh02prph/qnS2VOc5brxeNxiBftPRSlLa+ZOEM4eZ+SOzWdVSoBfXFys/f39lmyq0vA/4+t7mXBUTXpwM2FnO4l1iKkWCTEJSZktu7p3rvS9v79vz5YVC6o7X07i5ScVVM9OXctKDbLpukhKtuZQqLXzeG5zy34lt8Z5bm6uxdkkPd1ut3Z3d5tNwSBxQcLu+TxHEit4Jg5ZgGZMZhNkBPHdu3e1tbU1dT0ch/JpFTtMhmWUePbGXxHztF0VOBgo1hqL4XDYvru8vNxwRmzORL3qaQEkcQKepPDFDrOi4T0zhoo37DvL07B4TjBQ7tPTxjEYpUnyctgmoLXayMspJXkRQavb7TYmimjIAJG8wWBQCwuTTYdltMDv8vKyAfzd3V0NBoMGeIjmcDhZeXp4eFjX19f1ne98Z6pvhaFR5c7Pz+tv//Zv64MPPqitra36zne+07LXm5ubtljgk08+qTdv3jRpGEhVVes1NPCyLQ303W63qW6yppubm/qrv/qr+vTTT1vW/L3vfa82Nzfr5z//eXOQXMSSTr6+vt76XDI7SJKE+CLt5pUKeHp6Wtvb2y3A611K0nRxcdF6yVIN5BB3d3fNUQXUw8PDBgrZbM6ZNYgDW2ofB037UlplJ5x+PB7Xzs5OcwJqs9Kx0hXHZH/ICIKih5SKCRyVdefn5xtZVNo0RhbzeFaBPBdgsP+zs7OpbXOoYwjF/PxkX8nDw8O6v7+fOm2FbQNce28CGv6GBOmvQriVmZIQZqaKhOUCAPc3z6lQpZICjJDpxcXJ3oSpUreM8+/6VpVVKBmZ6DmmCjBnz09mwmyGGsRuBDM2r5qgfEgFSQWBOpTH7wHYXGWtrJdbvbBtRIsCaTWx/SJVGAQQZIotIIzHx8dtwQx7pIoDeeRPkruyslKffvppra2t1bt37+pnP/tZ2/pkfX299dCdnp7W5uZmO76LncNFpCaDn3hgfjc2Npo6DIv9LC0t1bfffltVk+MkB4NBO1GHj8CQJC7m2i+YJUGCrxRB4/P8+fNGvNgOkiNIJ/mg9rhflt/ZF3tMlYhP+HerSY2RrZ+QJThlOyJ4KcYhhu5pgZF4mOpwll3FktxY3xypgJlr7wHXvKuFIPw38dfYVlWrzpydnbWFoBmLtLdcX1/XxsZGw1r9+MQYxEbc5Re3t7fV7/cbeVeNUtkTy/kqvErllm1Rh22ltLa21iolqTLzHSQwVVcJI99FcrvdbluIKPZn3y/1GXnPtpQkgnr4si2FH4iDTidTbVHpVF3KSiAelgmBd8yqARsVy4hSnc7f9QAmgAvmLs7oZO56okysktjh4WHt7e21ExRsHDs3NzmxIZtGBXcvZOd+QEk+VuY7Pj5uzyYjlKEKyEqOAFkT/s9//vM6ODio3d3dpn6YkNPT07aQ46/+6q9a+cCzkd8N4unpaXtnJAsZyuZ1wUhZhDpn7IyxZ5at3N/f11//9V83qRnpMB8JVHo/jJVsRkCUqQHc4+PjBjKI5ePjY71+/brevXvXDBdBTfWlqlpARTaTVCkVyYqvr69rMBjUt99++ys2RAkA7GxPrws7zMZZpXEqkURkbm6uNeTr2cpeqaqaCvzKZ8ArQYktcrAEUETV89v6BGnkoN4lN0sdj8e1t7dXBwcH9dOf/rR+8zd/szkr2xbYjZOkZjZblsBkzyLgR5QApIAl4FCRgJYgRM3lm+Z0cfFpj6nxeNzIifkEPP4OYO0CIBmaXSVtfpWLKCc+Kyi6nvlmh2wv789ukDmZtUDsfrlAItXhk5OTBs5seDweN+WdMiR4CPISCIQ2W2KWlyfH+znnmd2fn5+3JEVgRo7v7+9bS8n9/X29fv26+Z4eJIGO/RjPq6urqqpGiP7v//2/bR4FGecDX1xctF0HzPvx8fFU4KW+Kd11Op1GOnID8S+//LLee++91rs4Ho/rO9/5TkuSVJPMH7tw3W63W19//XW7r8CITLBn7278KKXHx8etJwv5uLq6qouLixbE7+/vp1Zfs7VcSU1dHw6HjUDlSTnUTAoNxYiqhjRIRik93iH716uqYVqqp+IdZU3JPf2Sv2VSnApVboXGr7NkLPFFLqxGVnUYDoetjQq+wPYs76d/bm1ttf6yVLsfHh5aGwi/ch1KPduHp+aAzSHguaUZtVYcyIqkTdAlm1kR84NcqUDgQKPRqHGErGpla5Ikg2ruWhR9/pb9ftnHSdVD+ryn2CGJ5CdKzfAHjiKRhIFUAfEDggGsI5z4c1WcBMLoBQeKELYIqBkgRU3pc3FxsR3zhkRk3V1Qvr+/bxlF9ozkHnYMe3d3t2VbR0dHdXFx0Qaf+sGQ9eVtbm42w3caxJs3b5oEq7yBoOUehE4OsPxb4KciGKtUK46OjqZKdd5zts9B4E1Hf//996vb7dbBwUHrwaE6ZsmKmiTwckzjBujfvn1bFxcXtb29PdVHoCSdCgtQyd4TDpNqmfECeAsLC3VwcNCIFse17U0Ggs3NzWaoVsnZo4vTMmrPdnNz03qpXP/k5KTZk3e/ublp5eE0eko2xzYPVnEDaefTume/32+rno0Pss4ps+UAqQLk+mBnjwkTcL7//e+3IJSEk02wIYFcD5xtR/RgCah5NJH5oxjxO0GU/WUPXVU1kodAJUD6P8oue2OHekmRT/NszPkgLMgeS3biOwIE4gG4EFbzzgaUNszlbBM2tUOgEgSTFAN1/kwtcxRWKjNJurLnzFjAFTZN/dcOkO0mgunt7W0dHh5Wv99vNoiQ5OII/Yj8B5mQhOsrPD4+rv/yX/5L/bf/9t+qqpqSSVGghlOb2RKcMT76B+G2fzs7O2tKCFVRoDQW1LXNzc12TwqMRMXYCdhVVTs7Ow0TqZC5d2Aq1QgZ39rf3297b2Y5EY7xMwmauKH0h+ykeqNkybaQENhOUUW49LtL9JEkBBqhzeCPYLuu9xPfMtGRXLC3wTwoAAAgAElEQVQTCp3veK5UfNgwhZlNsq88GaSqpmJ0LpZBdFZWVupv/uZv2tGP/Hg0GrVzqNnA9vb2lMKZ8yIezW6pghgnqeUTcKLT6Uz1pSOaSDuCLxYYfz2nsM24ep5nz541bLLhvBPJJBBiCPFHrIZ97NUY8y/3db+MrbMVFPbvnc0Pcs1fbXWEh+FVVU8tATCPnSU5dL+qeioBI0iMKFl8KjJqx9n/ZpJzIQOgMuGj0aiVqAzW9fV17e7uTk0sVg8sBoNBra2t1dbWVn377bdTYCJIMm6AYUIWFxebKmlQLVDhRIBMz52NN21ZMRtUUm5HvBi/SUGAGIS/C4yLi5OjaA4PD6dK7UBRIOSQAkv2OmSfgYn+3d/93frf//t/NzlbH2UGav1+i4uL9c0337RnF7C8J+DJsmyWRjOwuoe/P3v2rAVfJfBf/OIX9f3vf78FLqsTzaFAk60CEg89PsAcubi8vKzNzc0peZ3SkwCWYKGs0el06r333muLSASy9fX1FjDcw/UE3Kqn45QQesGPMoLQIytfffVVK1/JaBOsjKeVbmzU3zudTlOQBbfsBfGMyhM+b2d9mal3z5L1bIN3zm+WgNP32CRl2XWT9GbpNuc0gzmf8S4+jxRLQFPlM/6Pj4/tjGZEke1S8AEkf8qWgAygy8vLtbGxURsbG+0kHUkDoo6YeG8lfkE2+8iGw2FbhXt9fV1HR0etlOw9u91uvXnzpiVlqSJ3u91Wzjo5OZlqJYET1BbX5ENwiZohgeJ7yAhb5X+pDiDukho2wXavrq7qu9/9bn3wwQf1s5/9rF3T5z1j4oZkxL3YzOPjY9uG6ujoqBHqtKVer9cSH8FYGThLpBnYJVUUL3EFURiPJ9tKIbtUOuNi/gkEWcGZTcp95/b2dqo9YH9/vz0H280E4f7+vuHI1dVVO6IsVSPPZrwygB8cHDT/kyCwZ0RQ8scuEATzm72b8DIJjnaQDz/8sA4ODhomiRdJRvzgEZ5b5cm/ZftCJneqM54JXqYCKfb5N1jLriSu/E3Sl3ti4jr8sOppk2e2lBU+JNb4s59Uqn1G65D4mfjM/rOFCl4kn6KWwk7vlom0mObPOIb3zK3M8Ajj3HgEsEGkknlm+aDqaa9AmY/6tIfG+pMxU8gAh0mRHRwfH9fu7m4LrMrAVdXA30C9fPmyDfbm5mZzzpSZq2pKsep2u7W5uTlVttS35dmoXEl0qZsAJ0tIAhnAN0aCkDFdWFiod+/e1fvvvz9FUJALBoyUIAJZjkyilxOeZfubm5upY9qMHedLp2IAe3t7VfW06CDBQslsY2OjgZ93059JUdD7kWRLEEQmPv7442aAWe6kPhoz4CtY+zPQTDWVjXHSqpoiCplVZ0OsgMLh1tfXmwoGwHL1G5vLpny+4XruA2hku5kA2f7DZtW9Xq/Ozs6mNj3XPjFbbpGFAhZjZxVmbl9BVQAgCJDyN4XbXFHA2a8Vfa7nnQAhwiTTV2bzM7u1U2beCDIbFoxSGchyb9VTv0+WSpFTz6Rkaj74PsLKH9kYkqDEbYweHx/r4OCgkZfZYwQRqMfHx185PiztLSsfNkdfXV1tvbTAuqpawgmfjAt71xMqidNewO6zrJNBxrj4Ny02Ar5gYqyTkPFh6pZg7O986ec//3nD3VR4+D3fTnIoOCUWjUaT47g++uijGgwG7RQo3xEwtbB4dkQsyZvg7e+ImmdLVRo2UmQ9M7wzVnNzc+0kq1lcYuNZscieO0Rjfn6+LXxM36IQqvzY4UD8gD2UO61UxplvGCdJvv+Dt+aMzxjD3DVDEsZWPMvt7W0dHR21KptWHCoqm3WAQm7UDGdy8V0qZMYgF4dRpRE5BI9wQWy6vr6u5eXlevnyZfu8cjihqtvttl5jGGCs2Kw+wiTS2d+bhI/NwFr2ANdgJ8xlE3kN420exBS4Be+zH12ywW48C9sz96mmwpAUcrJaOR6PJwpg3jCZMkCQDXiAqppSrh4fH1vTJRlbbxaHSNDWDG+ylBCsqrQCaXl5uTY3N5tjDgaD1tuhv+7g4KAFQ6BtKwpBgzKVm40uLy9Xv99vPW3JovUnAGQTKgvPTCeXY1NRlRY+/PDD9hyI3+PjYwv8JiTJICLGeJU0rQICXoIaR5ifn68vvviier1e60FinMAA8T4+Pq5vv/22EVpGk30D6dwvX76s5eXlRpQywGd/jPKmIOmzr1+/niJnSI5fjJuRChycnWOZt2fPntXV1VXb6kEQT8JBmWMv2Q+Wip151Q+jedwiiyzzVk0y2ePj41pZWZlKdlIR928p67MnC0T0yXr/qolSI5hlFongAHtzxO6yJ9WY+i7CiBhIeAQ37559rFU1VaJxbRtLI0KA0txUVVNJkQX4ksp4kn6EPDdcRs6Aumc3FjYrF0AoL77DphPbqMapViBCWjasRPf3qqddDQRgvqJvqmqyUl2DuHnP5FliZ2U1O19cXKznz583JUjPL9/RY2YvzeFw0p+1vr7egpxncyqMPTGrqrUjZDDJrafcY25urvWsUdMpkGdnZ7W1tdXGEonQ+22uLQbznDZERqj+H1330mNplp2Ff51LXDPul8yM7KrKrmzaRWPaSDBAYo7EF0DYPcIyBvERmEB/DgbAANmWB2bQggEChhYjW5bVpt1NV3VlVV7ifiIiI+N2Lv9B/H/7POe0CSlVWZER593v3ms961nPWnvvLO/7sjbiyzfffFPj8biduWoNUqmS3B8cHNSnn35ab9++baXtVEb8yXYC49rd3a3T09P68OFDixuZ2EuqrPPnn39ei4uLM32wqfpQrjxfcM8knr3n7mBEUWyES+w/Cbf44ufNjVt+2AyfTtKYJXT/VbHiV94jRY/0Rz3nnnNzc9OuB8QXJCGpzMGVbJnAMah72QqUSuR8GbmqZjBEqxCiCGMl9ZmciiVZKXSIf8Yz86OsDZf4hXliv+IZTJRAIe5+PpPILBX78vm5eQPWUFv5DtFHPPSVCniKKT4zKwhst5+Zm0BgkRnafI06ywUy0+FwWLu7u+3FHGmQxwSMRqN69epV/fKXv5xZTEcvZE+T7E3WI6B7ttIg40opVl+MjNsCU2VyF6fn6oG0gQHpAtj6vJAri3p3d9ca+eebeL/88st2nhPgdS7WeDxum19kEJSgVHD0hAGCqmpkp9/v1+bmZguinU6n9epwsCzLcuh+v9921SURAjTb29u1tbVVb968aWXJ7H3IHaHj8bh2dnZqaWmpEXcnw7MVa5OZqjngRFkOSIW1qlqygEiPx+Pa29trKgBHUlrxHOTO3dHZOwQMfKZ3QuAEriyHG4Oxs1fkw9yxqSRiQMxtMUDOBhK9t5ld+jmfnX1kALFqeg9k1WNyBUCAABLFzq3Bu3fvGmBmqSBLgnwud0hLhJDlvMvXWiI/bMR6JuGCAXw5g3iWC7PUBniBMIXD/Jq//L3Esgza/j83ewBNJICSkASaL6ysrNTR0VF1u93WOoBI6gGjsmxubtbCwkLb0La8vNyUCYFK6RDI397etgTVvOXmMb4p8KcKmG0rxpXzY1cj287SO0K4tLRUL1++bASjqtoOUurkxcVFbW5u1tXVVQs8WZmgyGbinDiP7C0uLtabN29a8ix5s7Zwvtd77OO7vLxsZU7v5LMRh+FwWNvb223O+LvNfHlXsHKwL75ZVa3nmd0hzRIA/snHrCWlR1wQsNMu5wmdhIyPWE+EyHz4nuoY4nJ7e9s2RbKPJBJiHv/M0wI8M8vv/MoxQfByNBrVixcvZgjwcDicubrS8WzWAvHx+d5TfJOgwxh+oA+6qlqLkJjq/STJeEa2DVF4zW0KHYl9SKi4hGD6np9Lf3INXKrK2k9y4x7b4afsjshgL8PCwvROYKQOd0nVOkklXEwuZ+38sUZ+x1efkdl+DQSVWygfXjyzU8qAwAZAEMHcrcLAqF/ApNN5PGYkF4dxJuEE6saDVCgJCMR29zx58qTtNKM45lk+sg4N+5PJtDdEozfiiXR4n8wUALtF1g8n+Hqnzc3NdsYS1U7Wno3mwJW65pgQn58BjNLBOaiiMg9zl8EUAAlUsiYgyzg2NjbqxYsXdXFx0fqdbPLxJ+dR0MhNEwhlliWB9MnJSeupGY1GM6TJXHOAi4uLVja39kkmM6uysQdQAdss8wKgVNHSWZBA2awSPYDJrFmm7wop6h4FhG1QS/y8LJPy4swxIA7EUrVMEgIA2BzbRcatEQKr6ds8LC0t1cbGRvs+v+t2u/XmzZv69NNPZw7C5ZNHR0ftaroEJOMSZOcVn2zRyKQse9bgB18AWtmbqHfUewE0ZD8BzhqbbziRtllVdXJy0oIBgi7psZEMTroJ5fDwsCVbVHrrn++qr1Rwdf6YUnyn05m56YWPItV6aZFxtqn1RGLl/XKt2Bu739nZqfX19eYDFxcXLQlne5n46FF2BIXAxh8QHZiaPuRomOxfND740+/324G71ihLc3yHn7MR45DgIh9s0NmtjijLknq2Uih5wpr19fVGAp88edLUKO+TeMN+kszxbZgiUZRg+3tW2exqRiCQuTz4Og/pzhYta5eHwpsDtiER8m9Vs/1gfCl7XP2shNl7ZQKS8cdB3+zV/OvxlqSL95JtY4FT1l28kTyJzYiMsvrR0VHrR2TTMCWrCzAyT32waVEbAdxhm9Yk+wYzcWQDCC5/o6AmpvErcd04rWe2lqV6ba7E5UzmvBcbqKoZTKua7imAd2kTDSfSODhJZm2czfeyLET+tbD6Nlwon2XBLJVyws8++6wmk8cjJmTMeaZXKhApFyOV+hQ4scUZjR5vj8ieKj0suW3a5OXO1apqjcFV1ZRBwAQ0ZNnD4bCVfZGSzIgs9M3NTb17966ROXOzubnZZPvM5Kio5HyOTxnIrBxpQYDsZKWuMpqqamAuUCMmiJw+jtFo1HolT05O6uLiojmasfb7/bbBJncNytwzu7WTVeDKTT1uXVBGyj6ynGdOtLS01DZnJBgvLi622xeytMweBcYsSwGwTEKAHRtGmobDx2NwzItxAwsAoYyfO2DZDHuRcPm5tbW1drG60ubl5WU9ffq0BQ8+yNmRfaD54cOH+s53vtMcHHnOknpmyYI4ULy8vKz9/f36rd/6rXbmYx77RHkfDoetXJo9lHYLCpIyYMpp9kaxCePJHbBZ/mdX7B5RlRDkeunL9HwE0e+yl/SxDIoUIWSQ3yBvwJu/8UkkFSCnepO7WWGa9USm5n1br6ZAnoSa72cCkif8Zz9aBlbBNHu2VSfgCL/Sp4pYG8/CwuNtJ4PBYEZ1FEMyydNTJSlla9kfZX5zbG6MmU9isyUpS66qVhnslMx2dnZa20LioHVWxletyJajTme6ucBcIDlIxocPH1p5XnBH8MbjcV1eXs4QEViYCYxkdWNjoxEumE6ZM6fmDxbCSOtEQPDM7GtDpBNP+XCWB/3+xsZGw2bjEc8oUoQWCR1fY8dJSuFV2guSpxQPnwknsABusHHzCVdxDP5uvQ8ODpovii3Iv/l3VJG4gsj77IznmXT6St6AU7D/qmq+mfiNYGapVlyGzXCH/7CBqulmvRTEzJH5TQxI9S+VxKqa9gAqiQJPxw64CUHgn2fAlBuZ1v394yX2XoaMamEZeF5NZrOBjI6B5UQyoKOjo+r3+21i7u/v2314DGN1dbWVwhyWmQYIBIFqbr3HxnMHGPLgd+wwzvcCMFmSNFcW173Bxup3kR8ETq9JZo2pXlE7vVeSQUFT1okAM5xvv/22tra2an9/v5XYGbteQhm+a3HW1tbaFUFXV1ftcnlqhsZSPSuyE+NFCjjj3d1dHR8ft00MyppKMYPBoBl59mkok1I9siQoQwQAAq4giHiNx9PDpZGwk5OTmTMi2fbKyuN9uQgbwtrtdmt/f792d3fr+Pi4jUFwp3bc3d3VycnJTHkFscweOf2ukiqge3t723b5IQGALInnwsJCfe9736svv/yy9YZQMIEfH82MPJMs4zo/P6/z8/Nms1XV1ChEfzQaNcWSz+pfY3cIXJYF2bI5nD9iR2+RIEvBUkYDcPonszwo8GcQSVWND/AfwJ3KperB1tZWe089Z5lkuiVkZ2enKQBXV1fteBAEh396dwo3MuNge2viyBG+6NnZMkB1W1xcbBvm+Lxn5Pl1WcUxv5JK5D4P5Eaos8QkORiNRq3vll/qZUZGrFH2S7NHJcIs16VqSZ3I5vXst4Zv4sj5+fmMeuPfYFBVtfvpzS2Sa7yUG0RcUsFOJexVNXO8lrV3VWcS7awSIXXmgC8hnrAiFfNUKiUb1i+TO4FdKw8sz0oL34IzubkBYTe2TGqyF9C8GkMjD/8/tuqZvri4aHNNDFKJ43vIKbyDa4PBoJG2Tqczc91qJgTD4bAdJSZ2wxrHDh0cHLQE0c+MRqNm7w6Itl7mWRxG1viAMZv/JFcZpyXjadNra2utT1NbCSwxLriIiFubFN+sM55gjcXay8vLmSPtvFce48WXUmHs/fjHP/5xVdV//+//ve1IUzOnCnEuC6DhEmlT2sSWNzY22iTmZOTVaDLdhYWFdvMBA6SuIBWUJopY3i6ARAKHzKCTTAIkRoz0MSSg+/z583r27FktLi7W5uZmy7qVwyhZjpHx+Ygio/Fvm5ubdXR01JxEoz2CwomVAjR1ppTrebJUZULGpwSodOj9AdPV1dVMKV4GbE5s4sgz53wPqU6AzWyy1+vN9HtyliwNG8vy8nI7dseVgHaNCWQyMiSwqto7prNUPWZXmqklIhcXF40YAjfvAWwyI1ciMX/WBUFDtOfLO0i5oAsMut1uO9uN8wHmVF8AFPVMqZHzIxGAlEorUPi+sTuNX38g9QBJzN4lREa/kvHbHYw85LEkAAUhoG76TD5oDmwOAkgUBuMQVAUGQZMyO5+0sd2lpcfjTWx2oB7miQHsh78g8OlX3W63fud3fqeqqv7bf/tvDctgk3XJkg1fv7u7a0eLIBVJ4L2jd0n1J4lc2gY1RFJJfdJiIlniT5KI9Fk+rcQl+LLThYWFdo7b0tJSbW5uNuUJIWNLyl9JWhAamIWksxcldP/m/UajUUsaVQEkzObUzUuJ0+yA+mRsPl+JfmNjo51P2O/3m21sbW21mybMG2KZJE/sUDFiC5l4w0P+e3Fx0dqH9LCzsdvb29ZniDjwDZvSEG72Ad/EJ1fd+VklWslEqqapCJu3LPPn5hyEotPpzLSkIHRZnk512WH/KiL4QJJQgox+0GypgTd4gfl3Nure3l7bdASTxuPxzCkFVMfcXJSxhmigjA8PsiUm++vFklTXtZVJALM03e/3Z46ISsUwN2c2ctWbHkWWJH0ymdT29nYTGWALnICniZ9ifJay+YrkJQkoW6Iuej4c+hf/4l/MEsD/8B/+Q+tfoyhhmxQ2srGXZYjKaAgS8GO82Yvm9zNLPjo6qv/5P/9nff3117Wzs9Mc3LEmFBSbAaqmu6iytwbQAZ0sFXBS521hwwI9ApHn11Gv7IC2SAwqD28VCASXJDwHBwfNILe2tpoTI0ZJloES8EUAk/wALZmRQIks399Pb3jwM1mOAZQyXv0uublFiajX680oE1mOzqw3y+9ZNqWWvnnzpgU7wIH4eB82keovOwS2AgtygpAAbk5ivtgOEokw+Nn5n2Mz1jZLHIIkYK+a3gnJTvWOsX1OjaB0u922sYeaqbTuCiO2ws5SrVxcXGzXCH748KHt0PQ8a6r8ziaBZZaHgI3gZX2MWQDM8vv8+2f/Ep+ZLyki0fAlS2b8Gdlle0mm+IrPWVl5vL7x+Pi4fY7m/9FoNFP2gj98G0b1+/367d/+7aqq+l//63814q03CIgCcgGcYk2BXl1draOjozo+Pm54kWW7VMSAffoOn0KqEQtENxMXa8RmEA7BUOVmY2Ojgb7bCuAIZQVpu7y8bGV169PtdhvxXFpaamPSb53+5fnsv6razuAkCPwuqynZ7K8JHjayX2KE4AzrbQKw3nZLS6z8zHxA9dwsnyEvgmTGN3FnbW2tEaAM+ln6zUpLkje2rVcvy3VZNpTYZyWDzcJLWK/0Kymg8ltL40BsPCPLkdZCQi9htInSnEoiFhdnbxRC3udLsnBPDIN3fFF8UCI3N7iG91JVmMfoJ0+etPdPZVBbUh7yDjN9rooFG8xEjV8icp4Br8yBf3NWMB5k3nwvMZLtTiaTlnTp10ZcYS9sYB/WN3ucjXc+ed7d3W0CHBuHGfyt1+vV7/7u784SwH//7/99U48Ahr49xiKAebH7+/tm1CsrK+1qJCQKc86/6yHSXP/DH/6wvvOd71S//9gQS7IHLoxnbW2tScLKHQ4oRSqwZAShqn5tHJQnjDlLwtSxVAwHg0G7j9g8UNQsrMWTjcmiqJUkcWQHKCEcQJpBKmvLhihrqbZotKW4zK+NcVHzskzmz3g8veNVgHa7BtIDMBh2gl+WihAJRBMZ5SzPnz+v9+/fN8KJZAOJxcXFprxSNfxMJhebm5vtXZUFU0mVbWXvmAx2YWGhnfQOIDi8npVUZzwDAQF01ilVBMQld5QimUqdlDkBFPEVyM2xn8meS0q7JObVq1dtEwFb4ugCLsDNwMFmBUnlE3NYVc2Gnz592kpgACmzWxsyrAF7Bjwy6QRj4JjKl891dEPeRc0Wk1wsLi7W3t5e/fznP2/zT5ny+eYb8Ar0vv/w8FD/7J/9s5pMJvWTn/xkpi/TvBgDv+fLAr3k9+3bt/XTn/607axnf7DLz7J75ID/6sNjTxQ6Ppoq1NLSUksi4ZtEXTJCWUCaEX6kjupNRUziY42yNP7FF1+04Prs2bOZNglJYpIaxJgqI9mgDEm6JUap8CYhsO6w1xwYi3YAWG0exAT+Y7wZrL1zBlPB2rx2OtPD1y8uLmZKtkgOJUdsg6OStyTEFxcXDc8otDlnEsh5dTLjU6pN5i7XXVzmk/7undidZC43IIkLaZc+Ew5SDbPEbc4QLYmDd4RPYot3vby8rNXV1VYxQahVE8Vp/iomZfzMqgab175GCLK2vg9/2BsSyy6QJ6Q1E1q4zvbYm1iplAtvqYQwQEwzn+PxuB2STeFWuciYlFjO5yWb7CNVTtjLBtiH9/u93/u9x9hR8eVBgoHAJahk5pG7qHq9XtsJ9+bNm3a1iskjM2eZmFM9PDzUP/yH/7D29vZqY2OjTk9Pa319vTXEM3hgYrIBjmNV1tbW6u3bt7W5udnAWjnA+EnDJsSiCYgC/MePH+vw8LDJ+5wEeZUByZRlH8qhSAYj48iI49bWVm1ubrbSN6PM0+UZhnmwcED97u6u9vb2mmLLIK+vr9sNAumkWYrPsnfKwojy0tJS252nZ4hisLS0VMfHx/Xx48eWVbEZa4ygpSPd3d3V9vZ2K/coa3IszkPJHQ6HjfA46kPG6tyveeLvvbKsY06urq5qa2urrSFpXI8oomDOAG5VtR5GmaMNS8gUEkXxJc9nryKiqZQPEJKUIKIIJnIng7dOt7e3dXh42I4RYMeCI5XG5hKZL0Az1zLpVO5kiZ1Op05OTmZ6lZAFPuIsTXOaJfXxeNx62BzXADfYnuck4VZaRbDtkkYC+OKTJ0/qH//jf1xfffVV2xghQGjZMF/mDGHLUtlkMt1FCeARa/MmCYIZqca+ePGivve979UPf/jD+vrrr6vqMflymDGQRtD4B3DWJzqvrgusfDQJAiUyFdQs6eVxEpJp7wGLJZ2UOYTu/v7x2A1nYt7c3NSXX35ZnU6ntSl85zvfaZvN2HfGAr1miAJ/cyA/Qnpzc9M2lPDbVE2yuiEx5IOZiLA9WGvDn9/PBnrzkIqP52X5Dx549tbWVp2dnTV8zVMJ/J72FiTR3MM6xI+PJA7nJigEI5U/NsR/M0FPRTkxF34QECSdOa5cOyRkNBo1bMjk2lpnhYaPIT6JwVQpfgWL7BT+9NNPZ8QEY8tNH1lFyQSz2+22DWhOn2BvuIr3lUxLyPy+yhJ+kOsB59habh61tvqx4UnivXmBrZLRVFMPDw/rF7/4RX3xxRdtM6W1F/PzdIZOpzMz555n7j5+/Fjv37+vs7Oz+vTTT2t7e7utL3XWu7KZPkPx8vv7+815BK1c0Kxpy6yoUXoXUilipLLfyWS663Y0GtWf/umf1s9//vPa2NiY6RMQVBiIHjPBhwEzgKrHi9CPjo5a1tbpdOqbb75pysft7W3ri8nDix8eHtp9gXYfAeeUWDc2NlpJy+K6n5jhOFrDziSO2ul02q6/w8PDNi8I15MnT+r9+/dVNb3T1d/Pz8/bRhnlYe+nTIQIaWC3NrLMXHhAgbjIEhcWHpv5kSVAjSDLNknYh4eHTZ3zbxxBdsnonAcJDADJaDRqh4ifnZ218/1SzeF0Sc6y18naJhj6Pdm4721vbzcgQL7ZtS8BSQ+KbF6p3PVne3t77cgCQLe2tlaDwaAFesHp7OyslebOz89nnpPH1eRaAh3fs4mDXcmgncxPha+qllTYbCW46BOz25OfAXxgI9FbWVlpDdPWmS8IRsAZuAI84CWIswsl7ZznxcXFmSMPbETyM9onlNp+9rOf1V/91V+1YJSkLrGKqpAkOH9esJCp25WZZV9BNUmKJKzXe7zp5vPPP6+FhYX6+uuvW7a9sLBQ5+fnjexQdSSgglxVtcTRXN7cTO+n7nanN0X4bMq9d8yWHaT96upqpn0jCaF5c1RJp9Npt9Ig4fxGsGcHKysr9fz58zo/P2+fLxhR/JBfje/UGcmZs1OTfAni/f7j+abmBdal0pKJHjuZV16yFUJQ1mIhafTz7EEwTawkNEgCrQHb0ZfNj5BfMdBOYQTfEWDGJsHgt9lzvbCw0ErKMEW8SayjCvJv75dH2VRVOx/WunqHPNsUQZG0GQOsQgYlHak0zfcjIm8qg+xQLDCGJJaZ8FgPdpKi0nA4bCc8iHFZZWDXedkEgm++iZ2wtYYAACAASURBVBrGwY49xyZIz1hZWWnnLBJ8jBXJ5CcwnSAgQat6PFvyN37jN+rVq1c1GAyaoJEqbYpNbCdVyuFwWEdHR/XmzZva3t6u3/qt36qXL1/WyclJI7bwxmeZ+2brCYhUP4REDV5QMKEWgpGR9TnSzc1N7ezstInzGQzi9va2Ba/b29v68ssvGzGT+S4tPV4tk4vL+LrdbiN9gi61zEYW5McOpPfv37egRE1iyNQNDJs6VFXtOAzBYHt7u21CSSdLsgMcEBYbRjzXuVdANTM9GTqAV4awscPnOXspyTKibb7NvQxY3xAQSwJkrH4HWQVOlJ4s8Tn7Doh6f2TB5hDgnJdYIxGUT9kxwgQEld8zA6QwZEKRQOJnc7d2ZoTWx9+tjQZzzpx9LfPlk9Fo1DJaQVA2mL1oWerWy+nffX6WnzyPWg4AZZt5ZALFwfpT2HLzTJJ3fpwlpeyr9XxYYF57vV7bpJTBFGgL0Fl6FrCRfERd0DMWv+d5VACl38QfPtDv99uF8zAqG6PTN9gFf8pgks/VuJ9Ewli9D2XHGEejUf35n/95ff3119XvTw9X51/szfh8LtVWEBRgsx3C82GfZFX5M5WuVPGQeAECOUnFKdVhgUpgoLgeHh62MWQZyzVhlD5j0z4kNuTpA/7rWVU1UzlJwpClvCR0qXAhFNmoDzeUTyVKYknikkAogWfjWjbMHVUrY6S59X030kjK4Yd3RtCyTQTph2fZS0cBTEXVPEjS8tBgsSNVwFQTxTm24ZnWSPyGazs7O23cqR4Td8yThO/09LSNg59kMjuvkGW1TUWMr/jdLHv6eWtuY939/X3bI3BzczMj6rARqrs4Blv9kXiLSYh9Es28iCGrn1ldyPW03qky6znOZPX6+rr+8i//snq9Xjv6K3f4pjjAbhFt/fD9fr9evHjR4uzh4eEMB5AUeCdKNB+sqikBxAqVbTgGx+WkmclzBoDGebrdbp2cnLSDg8mVKV/KxGSSsqdUaJaXl2t3d7eROwGzqhqAKUt0u906ODhoR4rIbP7sz/6sXr161UC7anq3sWxFZqA8J+hSHBhGNgPrUVF+FRgYo7+TcakcwM/ZU/p/lpaW2tEsVdUygqrpwcd5I0ZmyvM3SViHbM7ngH5OaYrj+XmGrg8n1RMlaz0b1p+R585wIIvAJRFx7IXsmMJrfHn9joyOU2RvD1uiHs+X68wRQpElxyRyygHWXgCgtKV6IlhQ6ARhilu32525RpB98oPsqet2u41UVE37LXPzx9nZWVObEW8/n8QmFQZAw2dS0Ut79pWKgd69LBeMx+Pa2NhogLm0tFQnJyetdJ9BOltFkox4B0mhhGC+TUSPI9tPwgx89bQCb7aaG7qyb1AQ0lsqgAhw3377bQPZyeTxSKytra06ODhoZU5AmkTK/J+fn8+0PsAuf3f0ib5Ljez+jogL7NTmnZ2d1kT/9u3btpvbXKSSnEm4sWSJy9yzQQmjgCvpE6wFm83NzXr37t3M7tjsaUKu+KLxIXBINiVUe48glcknHM2d7IPBYMZvxQC/Z058hrmAZ2ITzEMSKLjGniSTvQnASRizdMzvUgnjR3CE3/X7/UbGJabsNQljzn+q45ks6mWb9+N8lxQH4I/5Ed8IPTlP6TeSSb5MnEF+x+Nxa4+xBqnKwtOM264mJAYkF7ATvGra22otzbO5TnFCxQzOJdkXM1PFR2L39vZa2VXZOVtEvEOWyVURxSL2xkay99wcUZQloLAL+XYguwoanGBDxp/X8fq3g4OD+uKLL+rt27f1+vXr+tWvflX7+/szAgJflByxyclkMt0E8p/+039qA3vx4kX95V/+ZX377bf17Nmz5lyMXNYnO3REgYcyFpNqwmW3DNqEPHnypF3InJtNgIzsh+zqzKHcjm6xONRoNKr9/f3a2dlpmTD1UV8bpW9ra6uxb82VnIXDHx0d1XA4vad3Mnls/v7w4UPb8i8TcMQBIsIxGAiSJoNFVBhUlsCyn4ExUHy8NzDLPgZgkGQwe82oSLkTTBAmcSNV2Y/g7C1ZSNVjWcGVSxysarqZAFlL4uK4HnM0Hj+e7C5zNZ9JAhFpBozw5AnsScYBtTnPg37TbpAtgIWQyMqzvOAdrCn7ZDPsCujxFRl7vrtAYG5yVzcSiize3d217LdqukvYOnz48KEuLi7ae2RWLYhk74d+qlRG+bR5peIgcuzTGnmX3EEuuJhjbQbKJ9lHa50FCb8reKXSmyoje8lSlC/znz/PP/ybefjRj35U4/G4/uAP/qDhG3tTJud/bGq+jJLHNukDS9VGH6u58NmwjE30er3a3d1tAQPof/XVVzMBxDOpn6m25u5ViYgErurxHLvsq0UuB4NBUxqyrE89YofUdvatWpAE2TxRU42JIuG9/Lu+VZvmOp3HVpLBYNCSH8RE/yPfSJVF0mqMiSvGJemkpDmwXsBFICRl1grZz3gkuOdmFmVdP5v+8PDw0M5SZQdiWW7ESrUM4RUv/ZvkRVKayVf6gjjqsxAAP+93xSgJQqqKEqqsHCWpgxeZGPm9FBLMIdyCIc4JttObOo07+D0kFDZ7P7iLYJp/vsV3UlXzPaVaWMKusnqQ/Yd8j38ZQ5Jw/2/ceFHGWWuNSOaxazAZbkuq+BWbxCW63e7MJQC7u7tt3lQM893hjl3Aja5zUov7T/7JP6mf/vSnbdIZuQDgtozsLzo7O2sMWWCgLugB1GsH5Ch5y8vL9eWXX7bGxbwCiaFyHJkbQpeqEAddWVmpw8PDmSMO+v1+7e/vtwVEAIEdhg/UfC4FxOQ5gkN/AODMIEn9Q1YZJWNkcOYOmABlRkqqz+ZggJHlVYTIMRBAIoOafijKwPLycsuk/Hxu2c9jFtxYMhwO2wYEamhVtXVX8hqPxzOlb+/Y6XRalufzKI/b29utpCAxAAyUA0EkSb8jfvb29toB4IBbliXLdHaaf5PVjkaPh9oCn1QxzK2sVQDm3IAO6CwtLbVeSgoX4E71FSinD2U57+rqqvb392swGLSM0DWCxsUu3KqTZZr5Pjvvg9QDEn1f/g3hY9PAGAgCKBs17u/v2/WJym9ZopIY2UELVH2fP0o+AJ33TBCkdCE9+VmCh2DQ6XRav+Hl5WX7PLtszbmSsUTs4eGh9cDBnixNZSKW70t1QMBh5+LiYrthAiHT0wcLctML/1hcXKwf/vCH9e7du4Zv19fXdXFxUSsrK+0YCckcn+NrbNnX0dFRW/Pr6+s6PDxsG7Js0BCskAnYAVOUFZGZVMm9O+xG+jOpz5uhkBN2kIqatROTJN6CbQb8rEpJ0rMUKQBOJpN20Llkih1rJVK2hIfGyY9SMUVKEWDjV6b3OxIuPiuGWKeqmsF075akCkYYc6p/qUyzPYTD74h3fHR9fb0p2NYUNnkX8Uc1y2exn6zIsD9CA4xZXl5ubRrdbrdtBFSlE9Nub2/bsSpsNElYVg/FMIkWsuPnEx+Q8eQHYqi2jVSuJWDWUUx+eHhoiUr25InnMD7XrdfrzcTN+fYYc2V8eESucx5r1u/3Ww8jG7m8vGzx9uTkpPmEd6SOSo4yYZ4hgF5kYWGh/uIv/mKmMRJB4NBI0TzhERS9mFLSeDyeuUyaU2gk73Q67X5gO2jzOBhqop2kHz9+rJOTk/re9743o4xtbm62hmMBu9PpNLUwDzf2XJPGqFJ6BUyUiFQIlYiVRRkEMOl0OrW7u1s///nPG9PP8gKgyltIBIjsXzFXpG5OnLv0OGv2YsiEXZcng5QhMSA/JxBlf4D3H40eD3Ld39+vTz/9tFZXV+vy8rIGg0EDUv1za2tr9atf/apevXpVq6ur9e7du9bXg7jLjIbD4cwdyQho3gWJzDsQNIEb+Om/lK2aM0pL9szMZ8LAz1xzcJlYlncHg0Gtr683cihRSYXy8vJyZiNLZp2CegIL0PYZEgef78aUvMfaupHzu91uffPNN00RTDvPIIHsZTADWGxWf6rjKOwWNefZY7W8/Hgjx/n5eQPIqmr2BpSpHNQgc5Z9nLe3t+2MOorz/v5+TSaTBnL8wnvpEUZQ2SoQzzJxluXne7uyzGveMimSnIxGo3YyQbfbbQmAg5IHg0HbANTtdmcURMF2aWmp2WO3263BYNBUQ/7HHy8vL+vw8LDNJ2KBzC8sTG/toY4jB8jlaDRqKomgKclcWVlpGJznM8KHHLskjdIl2GtBkLS10lJvuvFOOZpPpUIDq8SftEs+eX9/386+9HkCouc/PDy08iJbNx7PRyxOT08bPqSfwhqKjwQWIaAQ8T9jzITT5hu2+uTJk7q+vm4tP0kKr6+vGyY5hFoFAhmnFnkmO+JneaoBu2PzyKT4ROXLJADBlhSzd2snCUQYCDlsQMtVEmDj52PPnj1ryRVft9FILCbuGIPPsdbzvcxsfZ6DIGdJZHOM2gDYjNjS6UxbicwXu/fuSFyS8CR2Kh9JAtlr4g0cNO9Z5dMKxW7ti+CzblvJdq8k/3wm2ybERmsiBv8aAby/n1467+8yQFlhstvMEBiG/wJQ4MWJ0qBOT09reXm5Xr9+3RbIYcU+VyYuKC4vL9c/+kf/qG2nnkwemyKNcWNjo46OjtpneC8EgIMDd+AFdCgvmWV1Op06Ozub6bvIsaXsK5Majx83Bzx9+rQdJZMqAocEUjKBVAmMt9frtYU3VkCyvb3dSB7SKmO/u7ubIVeZ3SNhx8fHtbe318h6qilV040jxiAz4vwcGph89tlnbaezf+fo1jF3+3GQPLbHmiCMVB1raJ45U+4+BhLHx8dN8vZO/ssZEB12nD2A1jQP1aRuWCcBkyqpZHpzc1Pr6+vturIEtOwpkhnyD+daWl99QlQTdsNOlX6rqm2oSkXGOPl3kn/kOhUXn6OvUYIhSCF52bMnKAiMq6ur7Sgnaqu1RFiRsFQQzA0bYaOwRuabCow7a7M8T83NlgO2wv4BrZ8D+LlOgi5bT+yiMK2srLRkCMngh8jZcPi4kxBQ+x7SgMROJpPa2tpqiSmbSpLFzpEWCYLgsr6+3gjd5eVlXV5eNnIqSFL8l5aW2gH133zzTdvkhZjpzz09PW120O8/9oa7X9rNDebNnMNEhEayI+BlycxB1AhikiuK82AwqMPDw7abNuMDrM0kJUt+uX6dzmO/md5k7zoYDNr8uhcc2baxh11kmV1wVb6uqnben6OMkFJ2LrFTOZHYuV6Pv6SKxTZz3sRlwR4ZoYby8xQWCACpjqXCTdH0XogeW8g2j52dnXZunYSIKGH+hsPHXaqOzHFkGSVeDLKeSbSyVUxiln218Nm7Z0+eeI3wmmuxXfLDH2GEauVwOGwij8SHjc2fdGEMrpCUTOZ+Bm1Y4gwbz1jn8/P+aX6+trZWm5ubzY+MF56LH4l7MMCcWTciVIs7FV9ePjNnIIxdmkgbIgBr9kDkhAEcDsd4lU1cBUN+tzOII5vQjY2NWllZqffv39fl5WW7t3N3d7cFDefT7ezs1P/9v/+3ATLHNfEmC1BTGUj1xkkRYWR59dPDw0OdnZ011a2qGrjL7mV4ympZ5ktjN8dAP7Nw5HphYaGpYAK3eT0+Pm4/b6xnZ2dtHi1+lrCMCdn3c1lSBVZ+V5blPSgLd3d3jQAiLkBBS0GW15THGKkyvZI0gFKWUTpio0plxlNVjZwKOMomCwsLrayW5RRJgV5MY6XwSl4oXQjHeDxuKnT2BlK8lS4FCu+aqhpHdW1WqmBV08PLq6YKQ5YZszSSGZ+sHjBlKSfVQP+efYAAWsDI42bYBlv1B/m8u7urra2t6vV69fTp0xqNHhubt7e36+3bt21ekOwsW0o2kEC2rZSdO2/nS7AXFxettCPwmUsqH6UsS43UPNm6NRY8YJ3n8WdEzHMQ0Xfv3jXbsQ6pSgBlgejv/b2/V69evaqvvvqqqbrD4bApzBRV85PKE2KCkEuwZfzX19cNH1MxoUL96le/alhF4WW/sIsPupNcFSXLbbe3t3V2dtaIW1YqKE8bGxttc5jAz66tWa/Xm1FX2Rgc1iJEtYFJSlo24Pi83LFMTWVjAiN7VMXQOyuuLSwszBzIjHBkCxLfR0jM0/Ly8szRXLm5iX9L1vwen051SxsK1ZgtSYIRD8/3jrDamClM7JoveQ48hJ3Z02pO2JxqC/zKHl4xVLIqTil3Z1xkJ5JClRYYlYnIvOKX1UfYI66oQGWPn/iQJCsT8ayEmZ9ut9uSOkSQv+ftUXgMG0besirm85PILi4utnNLJQa58ZW6l3OVfbip9vPfjBmwEgbCa8/KCuAMARwOh3V+fj5z9yMlkALDADmgoygEPE6j7Hl0dNQMNnfIyIKRJiUImc8nn3zSjAooXV9ftwOjGQOnUKpzuKgt7ojJfBmbo1gULP3h4aF2dnZmavJv375tBp39C4KsAGluqqaHGyMIWWbU58R4gDfFMgONzDvLx9lE/vLlywYODw+PO3X39vbq2bNndXp62ozH+JEiBq/8pKFbiZ/yYK30aSrzZ/naO1TNltOQWYDIgcx7guN4PJ7pDUQUszyaDbLmfGdnpy4uLur09LQFcmPKEgZVTIbqy89n74cgZ1wOxn379m3bSMI+hsNhs+GLi4sZJTWViXkHvb+/b5uH+v1+fec736m1tbU6OjpqdoQQDQaDury8bGoHWwc02ROTxJGqzj/ynWSwCKsEZ36TTAZbJESS6Ews2fT5+XmNRo+9lBnwXSMmwxYYrK3kjA3kvJlPYxEMu91uvX//vj5+/Ng2T1COshwJRH2GfkeBM9WiVMfTxqpq5g5S8317e9sUOATdegL8VNAlGu/fv6+jo6NmL1l1OTk5qRcvXrRENzdapPJHTVCi5wPwKIMgIqIP0pmik8mkDg8Pm+LksOKLi4umjFqb+RKTtRCks7LD7ymcGQRTSEAUv/rqq4ZJVHdl8mzHyHUSxBEQz4QZcE4CT82qmj3aSwnw48ePdXp62vysBcj+NETOl9AQ1EzKHUkGUxwVJY7m+iS268X0HO+c6lZVtYQykxw4YS2ylKxSBptT/eMvsAqRhuHIjKqew83FL2NLQmv8CK9xSyQpqmwoy84Sa7gqKTdOY/UMsZK/5fORQXhN9c/4WvV4Hp951XaysLDQrnZ0ixc8SXJNqSd2wAaY6R2rpjepSDKNSdKH96SChySzVZtk4AUbzPefLx8jrPydqNTKwz/+8eMu4P/4H/9jAxJG6mEyPI6VV3lR/dKgNVl7WCpQjMokpTybmWgSIy94dnZWHz9+rD/90z9tmzyOj4+b4iC4pOSPlfueLC4zTk5kIQVHu2EtOEBlYGRjWWr2Vlk0C8BpBQZHzpjfJGXeW5BMQ0PEs08F2bTp4P7+vvVZGTtjXFhYaDt2ZdppmN7B3NlVSh0CTG/evGlXtwnoWboT8AQwBM4aZ9uA3aHWDGhkwysAB3C9Xq+BK5LAPpGtHI/P5gwCBWXI3JhrNi3z2traqidPntTp6emMo/oMdoSMLy4uNvXSfBq7ZEGSxeZsSrFrNXfQKj8LrLJLn6G8hJjawJC+J6ClEgo0qqY7zq2Z90/ws37eR9CrqqZk8V9rhEzwCVjimb6ou2wbgaeaI2BLS0v18uXL2t7erqOjo5aw6VtOzDE/7EgwXlxcrB/96EdVVfWHf/iHbR6QjEy4JJFAH54kyRaYkBN2nV8PDw91cHDQMIVaYhefUqDNToPBoAVcRMMfGARfPnz4UGdnZy2Ywhm9hBcXF23+BEnqN+wVCOHg2tpaOzImE5psl1Fi9d5V1e60zv4685r9uL1er7WoqCwgNZ7Nf6+urppt9/v9RrIc6yPBzw0s1j5VbHEHOXEfbbYpiRkSpNzMSH2B1VkVgwGe4+f5UgZ3ahs/ZN98DEFANpFx1SzviSBYczi8tLQ0cwuNfnjj1ZetLcM8wyJzsbKy0lqicsNBXtVHFXQtnkTeWonRNrCJJYi56p4Ela9S88RH6jrflojBcsJEigXiujH6Go1GM5tJESRHzFABh8PhTEWHHflj3wDRgp86wihjf1b7YIDjtNhf+hYhgn1naR63SvvLMq/3oWBmktTr9eqf//N//oiVCVB+6OjoqJ4/fz6j7Ewmk3aEgC9yLUByCwYQOD8/n8lq0nEODw/r2bNnrWlW4APWk8mkqYImZ2dnp96/f19LS0v17bfftr4VC3p5eVkPDw+t98pOOUaQBMZnC66MDZnqdruNHCEknU6nnj592rIfZJBTpnNrEEdO5qXu3NhQVY1AHh0dNQdRJgTwlCNkdH4nFkfgxMDeOBio31MKFTwBIwkawUKa2YE7Yt0YkqVghq1ELHgxfptBgBHil7sVERNkVIARnASljx8/tmSDEoKQj0ajdq4iIKNYIxQUOEcVsOEsPfh3xwDleYfGmEQ+n8WeKYQCQfYNJjAA7zzvETmmygikgIGKlMSA4mOMxoVk5pfgwzdscjk7O6u7u+lVZgISezF/k8mkZfW59pQv1QDJF5LgUOfcaZskPQGQGgEXzs7OamVlpZ49e1Y/+MEPZlpMclNA+m6Wy+CR9RNMYU+Ca6omxs4/rHGWppIA+Exr++HDh/rrv/7rGgwGLYAgINn+oewII5AEgYZP5BV2EpmsorABrQZ8RpK8tLTUDuR3aH4SfopDBhdYw7b5oLWWxGRVRBKZJJaqYu6NbWFhoRFWGAKLqHOCmgRPssHe+W4KE770uJ6cnNR4PG4bFD58+NBKlSoJfD8xiX1kgsBP+bXgS7EXOxEmSRwysLCw0CoZiBEbhZNsQmJEpRNfJI1pu/1+v5XXc5csMiHR8g5sio1RQrULsPOlpaU6Pz+fqaQZl5jlqki4cnJy0nqj+c1w+Hixgt/PXbp8s6pmCDWMMK9OI8lyfF4XqS0mk1422OlMz1RExrV2Vc32//LlVPskGtkS4OcosrnTlwpsHNb55uamNjc3m81kbPGehBaxyjzjMHgAHEUU8QFJeCZw4/H41wng2tpaO8A5ZeAkFJSWPJleBstYLPbNzU3LUpUSX716VZeXl3VyclI7OzttwWUPqY5QPpCGqkey9O7du/aysgegyxEEMEdBcOR+v1/r6+u1vb3diEzV9IDmVERSxtcDBpBevHjRiKydZbJGBkIFW19fb6qlcQJNu1iVAmyEYRz9/uPmCBni8fFxu0qGBL+yslIHBwczh2oDRs/QL5CGhxinoSJsyDUQNd/Hx8ft8GkgXDVtxvd5AgZimTtnERi/l89PY5bZ6YWpqmb4CCKn8jNJopTZd3d3m5IzmUya41sz/5Z9ZAmoAmqn02kEJPuNAJS5cLtJt9tt5E3gVv4H6tkPl7vMLy8v6/j4uJ4/f952xcsuh8Nh7e7u1ubmZh0dHTUQF+yQReUuQQAoAHzqRirc6VfmAKgIRuZQxq0pPMuo5h+AAl/gZyzulQaMxp5lQc/mkz//+c/r7du3zSaSyCbxA3SUMcCp5wbueP8sDZunJIi9Xq+paU+fPm3lGwRuZWV6uLMgQ8FZWHi82QYe5saVbDCHrxsbG83vqTjIfO4s9Sx31Pb7/UYOJSOSFwkOkqCiQ51jJxrIKWzwQKlyaWlpph8K+WYnuYnBETLwi5+lGm4DgasXR6NRExesm3ajTqfT7A4BSD/NFgyE3PfYO6IptsEU+MI3qIqwDd5lAD4/P5+5gIBaiPjB9/F43DYsqq74PBiPeCMn2SoFi1dXV+v58+et+oYM+jdJI+VU7EWgrH/ivVglSa+annmH6CwtLbXD5T/77LOmVBMv2Emn02mbEyeTSe3t7TU8Nd+ZtFo7Pm/uEFbJFWLNp8QWx6xtbW21DZC4i/FobULUxBl2iUhl5ZH9wRI+ao273W4rWfsDI/xX7BRzq6aXbXz++ef18uXL1vajnQSOeFftXTA0d6oTH7JFIKt5Ykr+v5/t9XrTEvAf//Eftx0yWL7MzoQA0yRaAq3FVVa1WEtLS7WxsTEDuvv7+/XZZ5+1TFI5ApD5vXfv3rVJE4z8HaNVmvM9qmQSDBOVu/EcXjwcDhs5c9uBbD8VieHw8cgS4E5FYqgZ4FOKFewRH3PDeeyUBPLK2QKQLJMTrKys1KtXr1qpEYnIIJdBN7MS4AgkMrhTFgXU+d8DigKGZyISxpNZfkr0Al7+nsBbNXsgted6XoIup0D2EGkAy358abDd3Nyc6c+jdKQKpTQv6xVA/A7lwlrf3t62XZeZZeUuK+op22BfmUEapzkEtjm+LFEbf6qGvlL+RzAAP8UFwUAWsjSbfZZ6pgR05NC/e64xWrskUfpQUs3gV/zVu7Nhc5NBSNDI8QFlgaKqWtkYRplDNs3GlpaW6p/+039a4/G4/vAP/3BG5UrlbjSavfd1Y2OjDg4O2j29cIKNjsePN3T4rJubm7ZzFvDrF037Atp8BqFSxdjZ2Wn3aU8mj8dkCXiUoJ2dnbaTU1BjB4IsUre9vV0vXrxo8/7w8DCjgvV6s3e3zu/ARIjEAYmT5J+AAMspy1WPG7Z++ctfVrfbbTGBPVJjrLVnaBlgr9nSkv5mDVI5hQvZeuEz7HLP1gXP8D22kMpP+q51E1yToCDJkkdrITFNNUgFQ4/XaDSqzc3Nur+/r52dnXbNqYRRXzbF0mchzInh5jArLUjh5eVlG7fkyb/BpKw0wWsxzu8gR85cxQtGo1FtbGzU+vp6S2L4B/JoTlNZZz+Jqc4UpHRLRpxDyp8SG+FF9j+zZfhh7IlP1sfnajdS8YI74njep26dqIAIJoHk48eP9fr165nzQFPFNjZrmPbHhmyUo9gmf5rHRLgIp/7lv/yXj/7khzY3N1tfmkCmdABQDEC5y78hcIK4ww8Rl5WVx6vTNjY26uLiov7sz/6sVldXZ+6SpZQJJvv7+60PBAHN+xbdwZiyJhBPlp8AIvvhCIKJMfieLChLdZeXl825ODtwQaTS0ZORK+1QuvzX866vr2ttba1l8EdmBAAAIABJREFU9Pm5d3d3bV2UpB2WPB6PWxlufnMN5ZaknCUdRvzVV1+1Eq7P63Q67dBrYJ+GqCmYkyF2SJn5okblGXAM1dpkv2NVtSTA+JCuLM0rYyLxk8mkfvWrX9XDw0O9ePGikd5+/3EXIjDlpAnaiBkwdpxO9qJlKd7PsCXgQQ3jxHmxN8WDb3hPY2TDSUB8LoDlAxnUKYtURjZmXo0xCW/2SLJXgU6AraoGcMYFQLNX1bysrq62oJLEju1a6yRX1vX29rb29vZaouMzrbk5024hOLID4/J+yohIT1X9Gkj6XaTamIGsuRAgEvBVB+7uHm8V2d7ebtWD3AAmOfz6669rd3d3JoEQRCSVMAjJYhfUHHMHi6xJVc0c3ozEKClnWcyh9dlvfH9/X+/fv59JtpCWbBXIMl8mYbkZwPf11Y1Gozo9PW2BShUF7n73u9+tp0+f1ldfffVrhCoJBCKnRJhVlaWlx+sIs0QJO1LRQVqspwqIZxEgBGJ4J2nwX0dZ8TH2nHgiCeK75j97Zvm25yBuyIL11VKU6iQbyQPS2U/GYO+Xa5piBp+Cv3t7e61Ur2JXVTNzh1AZf7YPZRsMwiimZIuHNi+iRp5PmaVWtsC/YQPlFjbhFsQA1S7JlGd59s3NTbt2jSJICOGfWflJUmb+/R2P4PfitfdO1Z9PIGXioVjAd82x303bgVup/ElgkrRn+0zVdHNutnVI+Kuqev/u3/27H3c6nfqv//W/tizMpOjpQCgoZQxC4MzSnOyVYxrI1dVVKwHnLiXlChmn7IgEL0AjI6lAXF9f1/r6enMQRuJFTZAs5MOHD/X69etmtJxfn5r3ktUjvMvLy7+2S4tyJyAkAzfhaVQ+y7zaTWt3pDKzDLrT6bQzlgAno0hyABDNsxITkmS8/tiR+/f//t+vnZ2dmfJEZkDZL6F3zfsJSIxdwACkHNhYOYh3VU5CQKhkDJ+zVU1VG86faqLg/IMf/KCV8vVsJZEAejnmh4eHtls8z0piu6neIRTZ1M8GAZ7grUeD3QgWWWbnjIKHdwSIqaBae/NhHJlgSGDS3lK9kMAJnL1er/XiVE1LG7Jgn+X9zJd5Mj/uaeUvwFm2aU4yKPp83xPAzLsje16/fl3b29utX8q4bYCx67uqZgDT2mf2rddWgEa8fud3fqfG43H95//8n2fsWgP9yspKa2z3nLu7u7q8vGzlNwCNUFI49vb26vPPP59pU9Cval4RVwkBP4Ylgq2SfyaYkhE4li04fF/A4svLy8utVzaVjWzo94wkOZIn8cD/61WGQameCmg2DuQ1hzDO58FH8+HnJd0Siiwf93qPu+MduqzS4Nl6GtMe4Q/VLPEaGaAS5Uao3FxkjdhcqtHmMZM5voTUS3bYeypb/CcrOWyG/Zsf/brUQ8Q+bTWTm9wYJMm1HlXTHkeYYu6QCMQMwaIaZ5WIOJLtWuPx9AYiVQR2iVSrAiBO4lAqX39TNcsc6ftWvXT0j02DlNjLy8vqdrstaUaWE9P99+HhofEC62hc2UID54hTuW/BuOE/DMyKCxu0VtfX1zN7C6icfld8yYRJnJ9XUj1Te0hVNaHtX//rf/34rgjgf/kv/6UBIynTByqdMWZG2ul0mjQNmPQJaOJlfHYx5VEdjFH2hrzlblwTBcw5ZafTadkpJSjlbRn2xcVF+3+HFGPTCAiDNsYsVyEUCKDFNPEUg3SMlFrzkFCkghGTs7O5NY3felgLxxUgERbU/OYzgQDCgABQWTT5ex9yv7lO4u0IjDyrKb8AemaInJoRek6SMpmN4JIE29pTLbPPwudlrw/HYqvWX7N6KmECskAnEFZNFQI/k+diKSf4LAoYEqQMZ8NIVc0oqWw0WxZyh6t1SJLa7U57n9itn+UHCJmeomwwp7J//Pix9vf3Z1TLtIkkHKnQaQoXvJJgZrBKxUMg9ZVqWpa3+B9Alpx88sknMwFJ0JYULi4uNpLDZj2HfVg742C3FPKlpaX67d/+7er1evWTn/xkZm1TWUh1yLvljlkATk3hy5JPc6cvy++xT8lO4gI/sd4C3/HxcStt6llFIKwV1RVx9+yqan2l+e8I3XzPlPkXpKqmO10TL5M8LS8vt4NvlaiqpiUyamkqw5JSCob3MLeJjbkB6bPPPqvPP/98hojwmTyeyudmQokgZNUDycly8ryokFWDLKciaWJAtrpIRoghWZK17k+fPq2FhYV26DKf8m7GAePzhqvEbDbPhmGTMRAlsoKiRcPYxFlzlQlmErBU2sRAvpB2448EEyYRggg1kqJ58cXnS+KQXO0M7ImviCnGjJil+iYOpFKGDPKJvC2G7SHumWhn68fS0vQ6wdevXzefhtOEr8XFxbbObE6cI4p5rrhvJzabFS9THMok25c44TlU8X/1r/7VIyZ4iBIQx9nd3W0NyIIBx6dAmNR+/3G3kQ/v9XrtzCBZk4XLbELgAGhZukF0Op3H7efZaOrFXWieZVeB2e8+ffq0Xr9+XWtra/XLX/6yXT5tMgTXeUkfSAtOZ2dnM07LiHxPs21mCUCO+qBEIlO6ubmZaeDnNKurq+1Aa4s/HA5rf39/ptTHoawh58u+wdPT07bRRoCmWiEBWVoAPtZObyRw8n7WveqxFwUIyMQT6Nz/3Ol0mkJi/gWO3PlorIw3g2EqDLIj9uRnEassO2YvhaCTO0Z9ns+wdhIipBfwsDnA6v3Nt2cLNgn+OX/UjLW1taaOyCoBpP7ZbvexFK1nx/gEmsXFxdbQr3zW7/fr+9//fju0XCLjGTJJIMEHgGyqJEo7FBk+4DlJoFKN47Op+PGLu7u7dmq/YPD69esGanlURpaTdnd3mxpiHIgGnBHY4IIgRnXm6/MX0kscswqh9MyvzIHKBQJgLNYnlQOJjnUTEJLg+DxB++rqquHV1tZWdbvT4yl6vV678Qcm3t/fN/ucTKbXho1GjxvMJpPp5h12IGBKNqlzWoDyHawzW3ZPtbhgbqgOCKzzXB36rwLgrDZJH7vLUpv4IVmsqvr222/b8UNPnjxpc8CnrDmsMAfsLPGJbyLrqiKZtCUxhiNs2Vz6nnUUg+CUdU4sqKq2IYRN5hpQqmBQ7saVcKfaKIHNsqCxP3nypJ4+fdraSSR+Nj9mS4V+UO1c+TuEHkmCo33gtgSWr1CmJWMUrNFoVDs7OzMJUbYz5PWfmdixwVQg5yt/8D/bp9hz9kSrsmk70O/oQHuYqLLJXiid3pcQUVW1t7dX29vbNRgMWqVQ8phHG0mAM2GAGdYBeZRYsVM/J1lkb9mr6/dWVlbq5OSkxf9Ud/s+aHNzsy0OoM4rXFIZ4aCMZnl5uTY2Nur09LRJ2XmFVu5ktUXb4AS+3BGLCMj4LCy522IDXt/jrMBPwPz000+bAyaZqKoWfOYDl0W4urqq9fX1+uKLL+ov/uIv6v/8n/9Tf+fv/J26v79vhs6xgZgMEakG5tQvc4hgV0374WTtQGVjY6NevnxZX3/9dSurmydE0XOy3La8vFw7OzstU0jCLqBUVSuz5Mn7gFKAzB48n5fBQX+O3hHZqzUU+DgJcm/dNjc3G3HPbB54piKY5bOqasGDQ3FYQCLbyvLr3d30jDVHFnz8+LEuLi5aBp3lNv1T7IsDV03vvaUyLC0ttU0AW1tbrcwzHo/bXPOnBCprs7u7O3Me2MrKSvOfVAgBAeIpwLERc5v3feZ6AdQs4WVJiqrDlyaTycztK4IV0iQpokL0+/1GXrwzMIYrfDbtlh8CNyWPTqdTm5ubM2szmTz2i5k7JIptzB9jAmsQR8S5anpPrrmRdGlboWjlmYBs1AG2iAfizo+RGvYNXzLRyJ2sqTKvra3V6elpVdXM3cLKp8i3P0mklfL4pl5S8wULsl9SMJWUC/LGAyNhBh/IJAKewhP3ez979qwllMj8/f19SxCzVQN51XOLePmZPKwYmSRACPIIjCSMH5yfn9fu7m7DuGw74pPWD1bCFEHfmKqqzUkq0TDd32FjJqaZ0OqhE9Bhlbkej8cz5UWfxe6NK6sifNZmITahFcbY2IP3pNS7ECITbDGB/SNMytXItYSFfRjPfJLo+RIMhF8cIC6JeSlg6J9zukW2B1gP9kLEsm7KxqkIKxEjt7kePse/Je4mhvX7/XYLl3XUg2uexC0kHxZRXOfnmWrqfSjB7seWLOEPxmPcl5eXrQScPfdVVb1/+2//7Y87nU795Cc/aUpQ/le2nrIqoEQiZASCvcCUu1+Aez6cMjbfa2WiU6ql0CSLXV19vIeTSsCoZSO2T3s+I8/eAVlJSrpZYh2NRnV+ft5Iquwws7gs42avisBjbpAEwILYWlRyL6JADdPszeBk2kmmBV1ERWbDyPXKZOYmGGYvD7IKiDPjNUekde8iWMg6ZYxKaAidwC4QAgCKDILlvQRac8VxgSzHTWdJ4pA78BJosxGZA2bygYxkCYYdc1q/yw4Hg0HLFDMQrKys/Forw/n5eV1fX7cdxNYjbbSqZnpV8kgGDc3mW8DNwM5+k0QD5jxOxNqmqp/rLXlQ3uMj1F6/w//4AEygMOeRIeYzs35zs7CwUM+ePZvZNASD8kw+nwdTEP+bm5t2ThZ7s3ZpA1VVP/rRj6rb7db/+B//oxFJySH/zc82Hn6SSczW1lYLiM5CzXP6su8HCCch1s8Fu2BflrGqHpM8ykIGDkmMgJW41uv16vnz5/Xu3bt69+5dU5QFQxiZfcZZLs93QLDYmITJWNmNz6WmZFC9v79v5cuqaY9Z9sYJ4Ht7e82m5is9fJCyqXIhcPssz0WIs/QHSzudTpu/TM4SC7INpWq6c1l5H7HLPkH+Z34QXWQ12576/X6Ln/1+v527yxbEPuTCocrUMirrvMiBNFqrLMsiluPxtEc7+0zzqBrJnmdQO7PSogrBZthnxgZrkoLHfG+z96R6GityK+5lPLPmYo84w77yufxRrLi6umo2x9b1+Eu48uIIRFkMF8/gZ9V05/V8dYntwlDjN758Rz6ciQd+BJ/MX+Kd5z979qzZfx4r9Hu/93uPMfPf/Jt/8+NOp1N/9Ed/1DIDH2RzgjIpdiqbBGDn5+fNYFLJ0SiNfQsGDNoC+ONMJwvpWIB5x/PCWRY2qYIgwE9Ql53IKqoe5VqO5/w1IOJdOLGSJaKGWCrJIJ8IBecmh3tfSsX5+XmbR31hWaoBotnXk6Vc/QbZh8V5gJl3Q4goAn7O3xnT6upqC2bpsOaWUmKtOdP79+9bgqAMZWxZMmX0yFSqufP9S0AgyTMgB9SypSxNp2Nk74ojOTjp1dXVTLmNc5mbbrfbZHcZIpJYNd1en2q0xKfb7da3335b//t//+/67ne/W71er20OOTg4qOFw2DY5IH3zhAcYI9JKIpzY/LN1iY3AY24BvvXNshC/tt78XtDNUmr2ifo9a2Qe+AsyA6ARjuxzWVhYaIdxe1+bPOZLJFmiFnhyR1u2qHh3/5bN/YB3MpnU7/7u79ZoNKo/+ZM/aSoL8JY8ZhmTjfFlyUiWWSVjFDJBAlbmuwquuWOXjSN3go7Pdz/v7u5u7e/vt/WHmVQG5IQCcHx83LDO+7MBiWLaTKppiJRqBXuaTCaNgCBQeVsEnF5dXa39/f2WQNhkI3EejUbtNgi7ygXA6+vruri4aElQKlfGZ81TeYPl2YOb5XaBN/vI+Dzyoj8XsTEP1FqB22cmJqQCY23FSHYJ36uq9fUlDt3f37fyqjWGmxRQP6v9IXt8vY+xDofDFnPYsfKnO5Ul48gnnzMv5mQwGLQKnUTAv/HbeZJNEUaqfeXaGbvvSeoy9pvHXAP/nuKMdUCArE8qjnDO57F/hMpnZPsOjE4sEWdUQ7P32O9J0rPVxud5f2JNloqNNdVWtpO/nyoi3sDu/R1O/v7v//7jfKYDJKAyRjtsBclO57H59OrqqjY3N1vjo0nWD8chMmsHNpgs9r2ystJOZAfWSnLKWYhPvhjWLWAIYCYga+OCi2xNYHny5Ek9efKkHR5JEgaQ+gRSnfLvgtr+/n4dHR01ZWY4HLYzuVKtYZzmJ8ty5lOpGKmzgcNOU0bl3f1BTBAKgWt7e7u922AwaIaVfQC5I07A4AwAAbHxsxwMOFLWkvRxRE7KETKQKO0zUvNHARIwEHxlED/vgOS8Gk2wWllZqd3d3drb26u/+qu/auTT+CgGWQaS8clGkffcBMCJJQ0OA07w/uKLL+r73/9+VT2W2X3pL3NIurml2lADEKEksMYLdCaTx5Pw3Z3q881z9thKvNhIZsAU+6pq2e88Ab68vKz9/f0ZpVzi1uv12o0DFIEEbCXUt2/ftqz94uKidnd32/PyvMhUDaqmymn+G1tDMjMISFrSvxA842Pv4/G43r9/X1dXV/X06dMGtOby/fv3LTFThl5fX2/YYAxVs2W++Uw/y9PKT47Ayd4eIJ2kz6kAbPXp06e1ubnZ1jbbL1KxYVP+7qDnq6urNn9uYfrw4UPrM0u1hRqKNLD/JNOCCvzybxJGm8jgN//LnbvWWfCFmZLK4XBYZ2dnrR0jiQBSmH4s2FK80v6NS5Kaf9hGqthKksaebToS1WzD0RoljmYiZoxJRKlwmeyk3ZvjTJKTGPR6vRan2ZE4ln6SBIavipPwRty5vb2ts7Oz+vM///P6zd/8zXa8zmQymTkmDHZbb/NujMgKmyACwCY+ketpnHxJUsCXxQ4/nwlZ+hw8+ZsUOYQ4kwRf1pYaaFMM0o1/OLGA31GXs3qQQkb6FB9KRdccsldijfFnNW4+YcEHzIfWmWw9kcjOvKvJPjs7a82omcGm0kDmzk0MAv7JyUk7JqbT6cz0iLndw0QroRng3d1dvXv3rqkclEJsGBFBKj0fCUtGbRI4kX6GDCAcLd9tbW2tybxIiEn3c9knpEGbc62srLQjFt6+fdtKhYIHRSENLo/YWVhYaP2GT548qcFgUIeHh/Wbv/mbLSBnKZEay3GARKp7Nmd4JiUuCRmFLbMiCibSKXgwumzot0mBEXNoZAuJAKyc1EHYDB/hyt4JQOsau+Fw2GzOs8bjx+vber1eC2LAgtNyIsExQRhYWCvBkcpk7OmoSaQog9kHdHV1VT/72c/qk08+qe3t7QaoginARSjX19dbCSJV60wSkMQsY1JFBeBUKpLk+DlgUVXNjvPYilTLgZl+Q/1vCXTsMEvwSdoA1WAwqKdPn9bKykr97Gc/q1evXtXm5mYr1VLYqQTODM1EgL9aS8mjkinMosZLviStOa5UsJVHM4P2fWPL1gdz6r98GpHN9dFukgTcWqZKhtCbS/4nmCNdbgZBFAVj6rEECvZlzy6/VKHwTHZvt/jJyUlLuCUq2ackcRRM4AYVUEJ2cXFR29vb7b3gn7YHJCyVD2Uy38sS39LSUh0fH7fKBvEhyQWbEATZjLWZxz2tPTBcYm7tked58pYqPPzKMnr+jlhEwEgSUjVNvq2Vsfn9fr9ff/fv/t06Pj6uX/ziF42kwkvBnpJHWMk4TC1HklI5RbD9m70Ad3d39fLly0b6HKmSpcv0d4TL52YCak6yncJawQ6+iY9kAsgO0hf9nLXyTO+B4FFLJes2ySW5w3UkKFmVknjnJpOq6ZFQfM33Eq/zVIscn++Z+1wDa5e9or7v/c3JfHUn7XFh4fF6QfagvYJfND/wgUqRCwsL7Y7ds7OzFpxzUhkpAmPRLaCBc1AZCUa8tbXVFsHuFoGLI2iSNPi1tbWWoSoDcqD5vh1Z27xczBG63W4jLcaVxNGicviNjY2ZDJNil2Uxxra9vd2k2oeHh3buETBgiGryFDLlvvF4XPv7+7W8vFyHh4f15s2b2tvba3cFVlUjzrJDjtjtTu8vRvQmk0m9efOm1tfX285JShPVKEuBsnPGzrDynkpzDzjNWe7gNS/6QQR5qqtG+XQsYF41bcrP7NW4ZHBV09KODJgiRBWqqvrZz34244jeE3hcX1+3zT35MwhO9jrmzmvza24QJE745Zdfzowj/SPLMtnbyF/yzlblvF6v1/wFwckxCkDGBjRTAcugbR2RTfNtTpHvVNgyCRDsfQbF2jsiLQcHB/Xx48d69epVPXv2rN3wo2fOWtzdTc87zPVhA+w0N+/ofzKnSB9MoKLMl0gyGGVFws/ztQzGGfAQoFT1EowRff6BzPNLxPri4mKGgCOn7NnY9WR7FsLDJ5eXl+v58+d1cXFRp6enrRWDv6Viq/w6f2annfEXFxdtXd2L6j1VZahySLxEl5/e39/X0dFRffLJJ60KQnGDFwiyZMs7IaewjBLi5qY895U9s9fs8aWKsKXRaHo2pVMbEueJBFlZScU5SY0EvNPpNHUUbmQSnv3mec2pz3YW6WQyvSkK9uVz2Jqr/JKUexZ/8TmEAXMrblKC9YCmSkUAcUbty5cv65tvvmnE2jgca5N2miVO2CxBShJi7ZFZPo245OaWbL/4f1Ux5tu9kohJzrLNQUKJc8DsJJNsB+b1+4+b6y4uLurDhw91cHDQ3i3XKtVGrS/zglPihH53qrX38/5+PhPWbCvwrExQ/IzNltYs2xh89T0oJWWZiN4LwccHG5BdgkpnBmjRqAXA5Pb28fDQ7e3tGUe0e8h9kBwROJBeBSLPAjScTIBIRcJzSfECuQX3PgxSQJH53N3dtTMNZUcm1/Nl8kdHR633RB8KB2MQ2YS6tbXVDCdLxcpDOzs77bw+RibzSwWIIVIBBO7FxcVaX1+v58+fNydWOgK2Aj8QctyL/i/9OpQuGx8EGCVMzpzkKYmSnxEQs0cMedQuIIhbQ+uQZDMJKhCgDrDdlZWVmZIxZ5GZCbQ7Ozv1+vXrdsE5cskp2TRygKyYC/bEfzxXHw2ANgd+No+t6HQed8UjzEBDIBOIkOeLi4t6eHiYaeZn+wJnKlWCHdBIGwYelBKJivXpdDq1tbVVvd7j4bvsBqiYV8GGgkQ1RCJvbm5qY2OjHRkFO/K2h6urq6aYZrkEYaya9t7BiySI1LDMipXnjJstJNibOz4qUZLkwTxYo1XC+lhbWGAe4ZZSJfyx4zDVyCR0MIKCzy4oaevr6zMVmm63W8fHx9XtdmtnZ6dOTk5mApE/cE75Mk9HuL29bddhaltgO4QAa8EP9dKxN4RzcXGxvv322zo5OWl4j4CYM1iUR7hk3x2cODo6qoeHhzo4OGikS0lUQKMyWldtIN45lZSq6blviF2eTyt+wRlYwX6QfXZ4dnbW7AXWp5iAyGSfKdvW88nPJHE2baysrNSXX37ZdnAnSYaVd3d3dXx83HpWKW6eIeEQO+GL2GztYQwb++Uvf9nOzYXleSUo//Ku6UtVU1JH+d3c3GxKa54kYFzicSpvWfmbL5/6vdwc6l0c5J7JnP9650wEk8CL0Z7htI6lpaX6jd/4jTo/P5+JB8ZM1UawlMBzLeCJRAUOShb4PT5m7s1VJu5w0rpl7LReqnXIpATdVx9JIhdyPIPAYIGRxZCRMgBgCag9lKFwZoN4eHhoJYaFhYV2TyDnyowgj+ZADLPvIxfT+/ji5ACGQyIUnCoz/mTsk8mkdnd3GylSEuSke3t7dX19XUdHR9XpdNqRBoB8dXV1ZvewfslUfvQRAEQHRLs/MQ9XFShSTaIAKGEqd3Y6nZZh2qlKWRJMERngkVvw07nsAuUUWYrwmdbe+iOJiBZjTzLDQR13IvlI52XYFxcXM5nQ1tZWC3Ck+8ywP378WGtrazP9PACgqpoKs729Xd///vdbCWgymbRjQKiO+d5Iup5IYzaf/ETmDcTYU/ajAfbM6AQfNsbGgbO/++wMTOYb0UnQyPJW+oz5zHaHqmrlRckanLB5A9jyb2MWcM0VRUF51ztZt+3t7ZZwyda9j7lPdVfQk3wYc6ps2QuWCt882fKcJPnA1zzm/KXahUB7PjKf5RqVE8+UzMEA6pDgn9l+KvPWQavK7e1tU9+QHSWts7OzmcOrjY+tCnS5uajbfWzLOD8/nzm8vmpabkJEYYvAT/lmV4jN3/7bf7suLy8bVqhWOLtQogh7PSsVxn6/Xz/4wQ/q9PS0BXZ+JBEWIJE9bUEwYWNjY6alaHV1tZ49e9YUWKTFuvONJPSpVktOJIKSWF+pOnsnWGAuECY2nMq89UWSjMs7zZf+PMvNPM5H7Ha7rT2G7cGMTKwRkKrpsUBpk+7ZZTMpmiT2zStT1g/ZQRz39vYaYbIb3JzyR883l1lS1Y8oHiE12SaDcEmI9REmIcqkmJ+zXVhuvqmPa2tr9fLlyzo7O6vBYDBDeGGChAweZzKarU6ZgJo7icV8XyCM9XNsOf1KwsnuM4bmbun86lukzc3NNkGu0VlcXGxZbh65kS/a7/fb/ZNY/ObmZmP+6dxZJllfX6+nT582hW13d3emxJjNxDlZVVPlhsSaTdOA3aQDWwAgqA+Hw3bOFVJpbHbkImZ+p9OZXu5+c3PT+lzU283L4uJiu4EE4Atmw+HjTqxU7RhLlpkRTu8D4DmRMwBzh6O1zMU2N6kiUFzSUKtmrwQz13d3d21TCOfyB/CZe44HlHyu9cirzijLVIQMJBpYZcZ6GY+Pjxu5zZ6f9fX19j0kADgjMZyZCuP9kBPvnI3dAMr4skwoUCEufse4FhYWZprcMzim4p4+walT8crSrbYLygdfpZZSWDJ48VEA5NmCpp/N/qter9d66bIcxZeWlpZaEKeyeM981nzJT3JibrOlJIMlH7i6umq/a14BHuLg55EdwU7Zgw1Ryo0xbSVLS1nFgDUCbyoJGeStI/I6vzMcOEtCO53HXrmLi4uZ0p15y2DMVgU/c0T5TLUs5yl361dVC9ZpX9QCyi4bpypLmpwHxzd8pmDJJnxuKkE5J91ut/UUwgFVDZvWqHhUxLxv+P7+8fgYuGzukCXJO7XZXPFbc+tMNHOa6ihcnkwmLWlhI7nJL3s72QoCItbBLc9BaIxbjEX77uRzAAAgAElEQVT6c06oSj77//WlqvPd7363Tk5Oml1S8BMr0xb0DafPJVb7kqz5SqXO5/JD38vkJTFEHEvcSHUvyZ+xIqkwL3mBsft7JrHWXEtNJm/IIbKU8yOZEjf5HgEjq0zi6Xzi5nts17O1XYiP7CQTzoz9uRPdWLK1Rxz1nGybkkTDKIQaJvnqy1xI+coDnP3h4WGmp42Un/12zqVSeiThAnILbDJPT09rc3OzKTb+u7Oz00AAGUzgzeZzhqMXQWDI/qjNzc06PT1t5C0d3uRxBpklgJv/Gc9Isigo6hNYWVlp/XuTyaR+8Ytf1JMnT+qTTz5ppCzVD4BsSz3jTpVJEHCZ+uXlZcsslpeX6+zsbMYQgYbAj3gyRGT1/Py8OSuDnm+0986pagiu1oBt9PuP51YhOeYvHZD6mbvElVEFUHN5e3tba2trM9nZ2tpaXVxc1GAwmCmpCYaIfa83vZ0hz/aTbaddbmxstDnVO+Z5QMQ6KBulYpY9NlmWEAwciM5urS2wA/rKcXxFYM+sEBiwxywpJZEyFrZqvFnOq6oZPwZuFDY4QH01H4hMKiXm4e7urp1px8/MTQa9LENKLCV+1Ja7u7va3t5uPplN7JQzwbqq2gYBiSg7hVlZleAXAkweDWRTDtIjyxaQkrxub2+3ZEriJYjyHX5oruBVr9drlQVzyW4yKPf7/abiZCl7Mpm0jVTAX7IpQAgI/f7j7RYa+auqYbwAJDlTslKFYE/6UKuqqb9UP4TJZ7mTW4Ka6itSP7/jHqllf5mYq0Ktra21/j7vx+fMS27EYCvIQ7Y3zF9ViqCwwexdlhhln2DV9ABsxDYrA7DY78OWPCIGAWGP2dsuxrDRv+mLjTgeim8i5myVXcEJJDNL90misoqWhNTvpxLle1kl6XanV89ZQ9Ugp1Ag6eYUMbOO3jurVeIFjDb+vwkDrbl5Mn7xyNpLJhI34LRnS+ZTVaTq8t0k10hlJpwwMisx88R7OBzOxDT+rEogPmSiB9/NmXkRqzP5sPaZVDTdmsHkrhkv7itLvBZ4fX29dnZ2Wr9gOpPfQSyUGpQbKD3UrayXU/g+fPgws9A+U4lPsPE7Son58/4/s/r5kldm4rmpZDAYNLVEEEUGMuNMGXpra6sODg6q6jEw6UfQQ6NMJ2s2H6nAMCj/vbm5aQQrb3dglNmDlAQWUbXhI/vJKJYLCwstKwacnCD7HBEBAS/JZQKQgJBld8CbvRMMV7YOAM33zc1N7ezs1NLSUtsNnhtNLi4uGnnkyFQlgUufWNotwuiYBE6WBwgLBObN+5hfc5zKKKfL/2dLmf2ngiQAAAzjELx9cWbrI7AIUmyXSiiRyeydWguI+BCQsymJbQnSHz58mMku+RqQ1YOYamGWCHu9Xh0dHbWSPZxJ8ALyfACgp88BWNm0+WGLf1PWS+mnBCKyqbgJ2EpRgNf8prKjTSH7m1P1nQ+u1MTxeFy7u7szwUfCnGVL72ne+C57ZpeIDuyg9sA9G3QGg0EtLCy0DTOJe3zavI7H43b4eL/fr5/+9KetXGojid2mbPnm5qYpnlmaz1aDjCM2X1DRMnALmBS9VIUzsG5tbbUAyc7y9xEgcYXdSgAzKcwWCn2AScZVF9gbe6TseTfvAu+oSIlZcFFsdXoENc7nwJtsPUj88HeYeX9/P9NfBpcfHh53dSdJQ76zN45dwZ8kYMgce8nnpO+mIpiJbNoxcqO9xnt5T+vn93KXcKpgqWgRaYwv1/Hu7m7m7MnEbeTbHMDqqul5pHYMe1fJLKwajR77YrOszOetW4oFWenjgxLNwWDQxCAY5V3S7xPLPYcNmIckoFkJQN5T5W2fKDtcWFio/f39GVVjeXm59epR0yyUUhiDzsVjeOrvi4uL9eHDh7bDiII0Ho/bBHzve9+r8/PzRj5y44ay6ng8bkaUZRKTlIERSAEcqptjDxAxZW4bPfTTmBMOmYFVRscQUrr/W3/rb9X6+nr99V//deutScLAEQQmDaGcTb+UK2AuLi7atWcC22AwaD1BgniCClWFQTC+wWDQSvvzQYFhZz8Fw0tDQjz1FWVGSIFA4K2ZgJeZGke0A52Reh4iLgPiSADY+JPk5kaZ8Xjc+h+9Z6fTqW+//bZ2d3dnkhnEAwEwhqpqOySVrxKgBXEOK+AIzBwzy7LWmy2woSw3ey+BAyhQVL3PcDhsN+IgJ+YmVUfrWVWtMd87Ks/ov3K1493dXbtxhyrS7XZbPxGfpyLZ7UnRGQ6H9f3vf7/NhQ1FVY/nI1LrBRuqfwYogMfGstTCFlKNSrUVwc6SkBYOwO9QeKTYcwXZJPQINDthy9ZfEtztPl4FmOq5YJeZuDWQkMyfeSbAsTdEBzazOUFfD69AcnNz0/7u3QSN9Mv9/f0WZJ88eVIHBwdNHdcSZD7Nh/WycYzNZp+xQHh5edn6lK1F9pcm6TBGsSfV0PF43DYFqvZQWNiFoJvHU1nrVP2yRcVa5wYKY9XCwzbdC28HLBthp/74bP/OblSjVHSsKbvvdDozPXGZZGW7D1KiDJ9tHGwNIfO9tEFVkcQwa0Advry8bOQWvkgSE6uzusa2EguTmJgz75p8wrtZAz6XpMnc8Q/VATE4W6cSN1XhVJnMBQ6S5BueSMjxA59nfMqvqaSq2ElikhyrjmUVkA+zbaVunytWUOlTtMqqIbHBvKXtp416x6oggACHsQMSuyjdCNLr9ZoC5Ws8fmxudMZTqmQMFgF8/vz5TKmH4X73u9+tt2/ftr4qzpxlKqXLqsejUBzKvL+/3xxtPiunPGWvxsLCQruvL7M62Rkm3+1OryLiWIwrd9rc3NzU8fFxG8P79+9rMBjUs2fPZiTl6+vr2tvbq62trZndtMCVEyiBADWlF0FW4y7FzTg4l3Lp2dlZC0aZLSEbebhngk3uyhNUnfi/u7vb5rTX67WbHBisAAkMgRnHy8xfOSCznPk+CoEtFSXGn+pMghugR9I1z1tXNxNkQ7VADEysq41JHBZYClRAjd9IeB4eHmpra6uNMxut+VNVNbUuA7vnIV85t3mKPxBPhcicAK70A4RaoMjytaCV4Ca79e8+++PHj3V1dVVnZ2ftc62VZIaasbi4WMfHx/XixYs6OTlpuJHBeDAYtPs8M+NmF/wzSRz/k0TAIcEtFdkMAspNvhBAgSaDLxtGasxllsVgit7gg4ODXwuy8EPSJhB1u906Pz9v/wYTjVtgdVSEscATRCnLVW4HogggzH63aprU5M+wPwHt008/radPn9a7d+/q5OSkHS3DjzyTwpKKeAZ8pM9xN0miU7EyRmPyvSyVCmISxqurq5YU8r883osdEhuMTVLLRlKlyjKbdaBwWhOklZ2lHVB42W0qummPaUN8l50hsIkrqSRPJpPWwrO2tlZ7e3u/1heW7RFJhiVHfiaJEIKLLFHtJOF2B+cGDfhLwdT/73O1RqT/inHZN0oxzUQ57TsVuvnKRo4n19S7+F14J1GTiEtA2SBMldxsbGw0lc6/dzqddtIEDM/KmHg+f46ssXvHtA/JTvapEw98pdqLH5nPeRvJr06n8zdWcxsB9EsMrmraK5dZl0EBU5OdCw1wZS0IQx4srPQny3rz5k2rfY/H4xbU9FaYZJNvx6vdbnYEzYOF4J8lUkqRsej/4hQuscauU4oF6rngJliT+2QyqaOjoxoOH28E0agveDACATMDLfZPAfG9LHUjMco/Aoo5U7pAOlN6BsrpKKPRqAUizddAluFyFhnKhw8f2tpQcJFTzmieu91uU/j8PICxOzrfF0jk9wA6wpoAP6/QCGJ6ybLkCpQlK5Tkk5OTVmZ22wCFx3xJViRFgFlikKo50BE09b+YTyqM8XlPrQWZObIBxAdBR6yzjCXgV013OWc5zrEr5+fnDdgASR5hgIAB/qpqyjzATSUC6U1wE3gRXCfnn5+fN0X36dOnbec89cA8wxlfqYiyDYE8yVNm4qkoWBvHM/nKcrtkhzJg/OZw/i5Z66xfMa9xlLzCCcktu5PASgbm1V52L7P3DlVTpSxbU6qqbeAQiKiQqY5WTRUnY3K7U7fbraOjoxoMBu38U+sKSwVzzfEID5/Ivl8VCbhpjuFYlv8oIvBOb5u1R0CQDr2ayBfbEQfMGULoGCJYnLcrZXwQD+eJBh+jdKcPipfmS4WCL0mG0jYXF6d3ZAvc1nJhYWGGSMyrOXnRAnvJHd5p62w4y3823Uh2qLHpE8g1W0RWrbNkUBIvWRe/JNOSxExeknyK1ebKv2eyxWYyKYD5SaY9T/lWvECO4C2sZlN823sbi7W1P8Hvw3YJWlYriUhwADalym0eJbJZJZhXOu1PMF9w2QbY+cQxCSKcmCeETbFm2EBKqStJ2vn5+cx1a7K6ZPUcXHbECShZe3t7TTnQJwKIer1ek5qVtJwhZqcuEEpyCnSBjsVMtaiq2rZzkrsbIyxCVTVH2Nraqqurq9rZ2amq6cnpy8vTg4sRDotC1bJwAEoWotxqU8LS0lJ7PhCyqzezFr+P/BoLsm0bOvXVc5W5NU2bi1RcOQCFS7Dq9/u1tbVVS0tL9fr161bm9mwGubq62rIkxn5393ge1eHhYf2Df/APmhMlUFrP7KuxaSjBE2hXTbfjI1mIDgCSMaWUzwbNG8UYuaf2An6qECUnS10cnY1zZHOYZY5er9fmkaKgp8/8Zc+P+ZOEJGHxDASP0jYv5Zsz85K7rfk321Li5cv+ANMMYjCgqmp3d7dWV1dbIMjjDtxPyw6y5KrXb29vr969e9eOGjK2i4uLGaKebQCpaBiHZ6SqnRUH82Yc3hXICq4In5/NIMnOqqakApnxe6leffz4sU5PT1tiIoG5ublpx0QNBoOmwuTYjdEz2S0b6fV6LUl+eHho5SgYOBwOZ1Q5O4udqiAQzgdadozQUEQkzxLJ1dXV1nrC1pBJyYA5sUbeT1xZWHjceMbP4bJ+yyTUPptC9P79+7ZZQJ9yzh3c1+crrlxeXs6cK4o4SLS1eaQimeq3r8Q2c6DfNFtZMvESk9gbIqdfEp4pKybmG08mivrDvW9WCRDbeVxhG+ynatrqkaST+OBzkPVMULvdbmsHyJifqpKxakVJDBoOp5tSklDnTuSsHFEgiQ6NrEQV7sOHDzNlUWRN+0/Gae+n/Sxb1Xyu/mTJfY5VP/rW1lZdX1+3MxdTnGE7iC4cMU/eK8eKL1AkU6lPZZwKTYwQNwhrKTqYb6JP4lUqiS3h9Y8G7kOUxTY3NxugMdCcPI43Hj82NALuPKPLzRUOkz05OWmGhMxgwgABITo6OmqfOx4/biTZ3d1twM3JBKNUJ4CUDGw8fmyOBngpuwMYn3Nzc9N6nrLvh1Mgrsifd/F5nu+9MoPa2tqqtbW1evv2bTMMa+D3KIOem8omVQlpEDyyjHd6elr9fr8pDIxPsMusqGq6C5w97O3t/X903duP5dl1F/B1LnXrul/6Ps3YxhlHBEQUROCZNyQeeAAJEMFJTEQU8QLv2PP/IBmBI8BG4QGCDC8Eg0SUePDYnumZ6u66V3V3XU/xUHxWfc+JKWk0M911fmf/9l7ru77ru9beu3tA9F5yVEbI8BYXF/tO5b/yV/5K/Yf/8B8atGxeoSpW3V+CLrORyRiXseZucOvI7owfyMjqyOieg3gDoNx5vrKyUoeHh/33q6urvbYI6CzhS2Ujm9CtAxIjcXr48OGUQijYn56e9pzmmrNn78ehvU8qYEk2qCfGba6oIcZlzJKnJEIZECUHjnhKIoRw6j2UlHkXvT+Cgs1UGWwygxZ0Li8vp/qDkTlY4Yc/pX/zHQQl/9y7UZsAM3+00UwvMx9PAiOJdCUiNcNcOyAbAYEDea0dP6I25EHjAnhWYqiicBbpyKqFnfKpiJhXGAHTzH0msJk0U4wlTefn530EVI5Rwor8WutU5zLYOesy1aHBYNBJGZIiGTw9Pa3d3d16+PDhVEDP/mHrJ65MJtO3FfEHc5PEO9t3bCYxd+/evauXL1/Wixcv+pgrduA7BeMkbOacvSVJ4vuIFxy1nhJwCS1/zqoXEgDPsiqTPXMSZbFH8pTrwv+SmKjYZHlaXxpVWeLBhyjE5lKlKxMcMcY7iBnEk190bzLbTMKbfmvOCFGpJo/H95cg5HFnKc7w2bm5ua5aqWBlYqMFx5ogwA8ePKjXr19PKXdwxzgkpOw61wDOmrvEe3ZE2dN3mFh4eXnZLXnWhg1kawKfRTbFzmz5GAumjK/qXvUipWLWWTKjaGQpRRBfWVnpa8e8CGDClpUmr66u+qwpJaq5ubvT3zc3N2tlZaVev3491awvKJmY3CFmcamPWVY1IZw6wRg54Px+BB+ga5Fubm5ahl9eXu5mXp8RIBjZ4uJi73zmlGtra3V4eDhlNBbm5OSk5WuLn0aEhMncEK6q6vfJzSGMzHpzQu/99u3bvhje+q6trU39fpZ+GD5S7hnD4bA++uijLnEhTm/fvq2VlZV22Oy5QwgRpCw5ACsOn2oY0KD8IPrWwNgzAGSQMr/InCBGRRkOh7W+vt5HVwh4meSk7flzQPjpp5/2xg5rkOQzjzRIcpc9MzLcVCD9XfoWhV5j+rt371rtY4upKMwqfUhL7ogdj8e1tbVVJycnHdDsatzY2GhSxi5hx2g0quPj4ybW+feCEgLreAxBkL0YMzUmS1t2HwuOCEgmCkmkEUL2kP3LWc5J1ZhqAqBToeUPPgcnqb/KY4uLd4enO1PRnOeYMjP3PtYi1SgB3RryW/OB7FLsJKapaiwsLHTAE0SVaAWMLFN5L2oGZdbO2CTIiSmwem7u7sBwiZz1s6Fifn6+Njc3+zBg372wsNCtAkk24YYWFL6f88OWl5eX6ytf+UoTL+NDWAkFfvjH1772tXr+/Hm9evWqCVomzIiEdVfGVanhv+IQYgkvE7eQMfEXrvNp9kjJzT52vqENx/deXFx0LBIH4HXOA5tB+I3x7du3bQ8/+clPam1tbSpx41PUvrW1tanEAyeQiCZu+Z1U9pG2FEHMR1Yp0ufE7CwLewf+nFzAj2TC/cjwGIF7//59C0SZ1OR+AbHMWvBB/4+08zVjZ9/ieaqM3j9L41kJ8J7ZGmb8Pu9Z+V2Z1OFibAfejAXLdGCLRFoXDDKwpgOMRqM+rsPOP8DPoQHW7e1t32vLYUjR2ZC+ublZw+GwHj582BsaAJwgwaCwXn+OgOlh8OeAjWEk8769vbvxA/Art+ilAxAM0MKbyCwBcyyKjjHI+mQmnC4DggWUdZhHGbBxpzytD0Y/EIBhKIhYGomgmqoip97Y2JgqN1OCJAip0gm8ft68eVPLy8u1s7NTi4uLXeJDnux6Nh5zxAn0HiLp5pjzGvtodH/eGRJ1eXnZWbj3kcnlXCoDsVfHhCAlsl8ZN9/IjDlLNQAt5/3Jkyf1a7/2a/Xq1auemwQpZWc2nGpsKsZsEekxL/5bcJW1CppAIFshBoNBN2krHabfzKoRnsVHjT8zZ2W2VL6SSCB/NtSkQoIQZXkxCWGWQVL1zACR5D5JHqziK3AMgM6WHL0jG2XTWVbxnvzTuynJzM3N1ZMnT+r8/Lz29/drYWGh1tfX6/Xr190GkMcYsVvJT5ZN2ZxAL+jl71McBUpJH6ww555nvtksAiG5t16JLw5rz2NmMlk1PzluiQ278kw27rNIjfYEPptl5kzeczd0njwgvohXSKry9+HhYScdWQlJVc96vH79ura3t6diX5IJtpEbMwR/docoJalF0OC7+WZnCFG2Y1DgKIxs3DxrScgkLhPSXE9rxebF4uvr6yY0kl1rMRgMand3d6r9A4lcX19v5T7XHVH3ff7fuBJvqqr7cS8uLnqjEFUbOauqxnr+4z1gSR75gzTPzc31btyMgVqY+HEKJVXVVSTCgPHnjl1rxV5nlUhJGntNbDKPTkBgV3lMWlZQ03er7kvnqWQmxsM43wmXf9FP3wWcvVwJvOrMtoVnI39u/Ve+YGypxiB4KeFbxFRUzs7OemeNLGQymdTjx4/7PDcZj+zS7+ktwtB9LwbMETkjw8wg8fLly965iRQyDkb79u3bWltb6wXzWRL9rLqW6ofSs3laXl7u3XWZ8VtQwAIUlDTyZH4LzqHcfCHYZTk61RRz7r3caLK/v9/rZyzIV36enfzJn/xJvXv3rn71V391ipyNRneXt2cPgndi+ABDIpBN0kgExZRSiIgZi8BAJTCPyK0Ahbw60kgpD5kzX5no2O0OVMxHlleBNQKhHeC///f/3uPT88qugBkCl4rVbHmm6n6XW2aTntW9HP9v3Ekqf5Gyk+WXfDfzrxSupA0bzE9VdQ/rZDLp/r8EKXPt8/wwe/QENBmuRACpyUCYBCJVkyy9WPesNrClVLDZcaqLWkz8Lp9PZS43UcEvuKeVIcuka2trTWCePHnSCSWyCaQpw35yLtlm4tdstj+ZTFqh2dnZmTrL8fb2tgmtUiSSLYgpiSZuebdMUq29DUj5+374JWUFyYcVyJN54l82Jt3e3k5dlWl9bEKyxuYly/2SEYdPD4fDtn+JqBKsxDCfZQ2UA5U3YWn2fGkXQPAkBcZEcWVv/i25ghXZZ4vkpa1n0IZnYolNj+JwzhWSkwml+cvzE3MHMByVzCwuLtbTp0/r888/7/X2LAmDOOKfbIvQsmQOEUtYhqS9ffv2z7wv4o1ssXkbTZKIsjekmz2k32eJnG2rbNpNbuybm5tdgs2e3yzpTyaT3hNweXk5df8yJXph4f4Ac/PrWUniZ8+ZZRPGyyb8kwe4Z9UIXiXZzxjy//vpXcAmx8tWVfd2GTDlJJWqLIUKEnkZfdV97xQgSdXj/fv3tb+/Xzc398drUBcENX0Po9Gonj171sx8e3u7DSzl1AwWgD77ljL7IQcjsNlPNxqN+viTR48edVDNHwuEkGowJ7uncoWwUals3qC+2CVp4YGj8Y/H99fEJNmxbq9fv64nT57U9fV1ra+vd0kWiAlsglb2XnIgKqOAZkcUtXdxcbGP4vnqV79a79+/rx/+8If14x//uD766KMmwuYZ4ZVROdswA/nh4WEDP8CmegIL9gVYlpaWamtrq9W7JASyavZljQWePHoFmLjaLINuVU0pXyn1s7ckgQBYNqm/zfgkBcAty0RJegVphBPAnZycTGWCm5ubtby8XHt7ex3QNzY2un/o+vq6y/iUWOW8DIDAhlrEz5We2ACAY4ubm5v1K7/yK/Wzn/2sg7c5MbdUM3bLtmZL17NEIss+nplKP/zIYGou2R7fB/hVNWUr1ozS4HOpfidxtuaSDcRQpj6Z3F8dmEqIHrWtra1WF25u7jckpE3BiVRylH+yzG4tqXNsPfHO92cATEUilSC4zocolr+op1rCJoHxvFQFU0WlvGf5Sslc4LQulPEcZ57aAEesh3g1HN61a2xtbTWphT/z8/P16NGjevfu3VSrznA4rC+//LI+//zzev78eVdSvBOMpMaYfyU6vpJVs0xQZ0vnKbCIgTYBZiLA7vxeYrhxwVl4gsyLP2wnk0lCQVYIrq6uWok1325bgj969SSG5jUJHy5ABGEHGXPNiTVOssgG2Kjfz4qR8bJxCYTn8k+9/PA441f2ww2Hw77izTOIXeYSmTdvcM2aS55+0T+z/XvmzHjyBAhtR8aXIsPbt2/r8PBwKj75e2tvLOwxW0VyjmfL4mODESgAbe5C86UCuGBwdXXVvUwc3Zdl/V/QraqpnVzr6+tTvQuCZ6ogWQq4vLysN2/eTG0fz12NnC/7iTilEt/r16+bXCJ3SmHOVjLG7PU6Pz9v4mKe/GSv1sHBQc+VRcjSCwXMeDnRZDKpk5OTKUXHrjHs3rg4WmZsstBUpgRe3+FH+UDw8f55JID3ldEIQuPxuE/z/8pXvlIvXryo0WjUN8EI+sPh/cHdAtRXv/rV+tnPfja1s1uvmsxd+Yp6UHVXVpYhA5q8Zgphz4yaXXt3dsQOAPlwOOzjUAQ9trO5udklAgGNM08mk76aTgYGjDi+tUbG/9f/+l/1jW98o/tDEA+AWjWt4B0fH7djAy0B9P37991bKhESYNPxb25uamtrq3sP19bWanNzs8bjce+8z01RgrbjTCjieV4kZYlNCq7IuzlKcjQe3903fnZ21rsNlepkvg1K43H3KUrIJAp8CMa4gzv7EbPPKxVXxE4g9/unp6fd90PdzFIr0PQ7nvvgwYN+H7i4trbWpVo4wPbG43E9ffq0JpNJvXnzZorcwcCzs7Ne19ygIdCnkunPl5bu7tLVY5wlMmoKOxqPx1MlX0lhJq1J5nwmy/2UiCzhz/qdAEutyHK3QM9G4Xf2niLukuXLy8spfEQOshcx2w+yCmOdJTACoTNk9/f3e5c2P6CsKfMa697eXscBmyYQJKrP7LuLQ2IcbMh2i8RsxDBjr0QU9iXhma1kSTCyvQc+sUm9vMi5f/g1bOXH1kxfmz8zl7MVEuMQu9I/JRpK+0rdSdLMv/hjjjJ5qrrf9c0f4b15ySSKD0jKJYarq6t1cHAwpVinYII/IIa+k6/pgVdyzv5mtqtnFYmnOoopWcKuqimb8JyMX+IAPGQXsCl7L+HYrNAwHA5r9J3vfOfjwWBQP/jBD/rLgaAFBowyHnKoiZd5UgKBbP4+8BXgNAozBAAJCAQNhsYRbeUGzBSh7EMB9oJmnkvEcezCEwwQkpOTk3rz5k0bSe7iBZQJekmqAKo+SCUHY/J5Qc77WWCZf25qYLwMB5ikwplb9y24Ochs3XeZg2xW9Q4pPysX5PzneIbDYX3wwQc1Ho/r6OioiW2W2Myf0hjwQ6oQGOXTyWRSu7u7U31VSmICRSq4CMfl5WVvMJpdcySUCpH9mpzs5uamVbTZcqKxZSY9Wzo1H9banwOdX/u1X6uVlZUGAnYHzIxDpoYMUkITxAGEOU7Fko/JJAENRdD8pcowq+XjZjoAACAASURBVCKkaqB1w/sjAMaLFAgMadtsHk5YM+feIYGA0fxRIwVPfaHr6+vtp6miGFOCoe80v3yKHU4mk/p7f+/v1XA4rH/9r/91XyNpbflhlpvzvbMk5XP8SoKG/GtbgVPIjKCu0pBBn82zdZicpcLcLahklf2ixg6/YZ4kP1UEa4d0wgPz4NmZhLFtZMMaWEfzB5dGo1GrzNQbSUeqZ4JdJlz8LlVZxBRJSVX//Py8bZ8/Whsk7MWLF/WX/tJfqq/8v80i7CqrW9bn+vq6Njc3GyNUNsyVZ6aal5/1/CRJ7Amm8+vEtyTKEs1sj8iKRca/LA9SsNiCv8vNKsaIFCU5HAwGtbq6Wj/96U9bdNBDx3dz7RL/+aSyuRiB3KlY+F7xwvshiGzkwYMHfSaud0jFL5NkR8XYiAcXUmRaXl7ujSx8AHYifmI2gpn2j7iyQbHOPBBx4IZbc1Lhte7s1u09+gThDTxwQgjRB0YisPBehcGz095+93d/9w4jv/Od73x8e3tb3/ve99qhV1ZW2giq7s81EpRNfjqoSREUDSwbMFPy5BiDwaCvZrLw4/F4CuxkeRzPZ1N6N+GcVwBgQCZMX5wxkHWBsQ0Qk8mkswWLm03IvstnGIOxeC55nTMaQ5Ko7N+yu7fqfvNMBkfvlYoAAgl4MnBxDsaW5CVLV1n+SpCyHo5yUVJRCvrss8/q1atXfbaizNp75DMERfbEaQWohYWF+ot/8S+2ugm0rYMNAgybnQEYgGR9lEyzJIxMIQZIZJa4JCbAkXpt92uWBRPkAUE2FHNwyjVfSVJhvpGkVB2q7jc2sW1llWyStp6eZX5yh7N5BkDGbO2Rv2wuz95A7wzYZa5KdD7jvd0znABofShniKM1Pz097XJI9ulWVX+PscqAJQmpECSgsxnjF5x/4zd+owaDQX33u9/tuUk8834SFwEIcc0AgFT7oTgYK+B++fJlffnll01KkTjEg+36/fn5+U7GYQWbdVYpUn91dXf3q6vffN67CBxwAXZan+zZlowKHrCf/3g/x1ywh6wAJUmRvGQvHUIIv1Jdp1og/FXVBAgejEZ3p0ogAd7VdyOl2cc9W2p8/vx5zc3N1Zs3b6buCE4Srlxpzdij99jZ2ambm5uebwd8I0m5lt4v/8kkgp1K7MyLxA9OGpt3TaKcQsHi4mKrekq45g5eTCaTbmvIXmU/Dx48qO3t7fqlX/qlxidHd1nrJJuZKKXAY23yncyt5ybGZM83XzPn/M97wi2xgd+n2AObs2wrGTEP5s7vmfe0cT9iLuyGSb43NynyQWJN+gafEpfYFjzJRIMIJqHHW2A+v/V9+T3WdTQa1T/+x//4zqdmS5oMQyY4ex6WB3qpZOcCRipkmcmmKgbMspyTWZHJNKGCGEdUthGoqTQA1AtXVZ/nU1X16tWrWl5e7qvbHHNwdnbWyoQjLCwWg8ugq0xkkt2VDNTs9M2MPR1VX5kmbeSFQZsf88CIAVjK01mqNz5z4LkUA83WnEypDTFeX1/vDCL7P8/Pz2tlZaVL/s7rAnQCtTJIgrYgglQyUEcO+J7z8/Pa29ubundU5itA2X2WBBBgUkM45tOnTzsYphP5LLvNc64yIFIL3RmcPS7WD3Fk/xl8OBuiDQDZuPKW52Sgz8ya2kQ15SvswVhSdRcs9Av5SZIERLJPcX7+7vYIZSakTPuB962qvjmFX7B3J+PbQWr9kO6bm5t69uxZnZyctM87iHW2tGjtYFMqhtYsS7uCEbBLe0t1NUvO/FDpi8IgmaIis43ENPPox7r43evr+41oGvfhkudnwqisZI7hiWAvYCo7C2aw+NmzZz1fkieBSMtLJq9V1WV0z0BGlKVmS+duRTg7O+vgKUlkAxn0rCtldfa0gkxoEQvEelax9k7X13fX6rE1v8f3U0mkPlVVxxtz9l//63+d2mSGNKZwwJ+tHz+woWM8Hvd1gmtra/Xs2bP6/PPP+5kIkJYXO/dTRIGRyBm7dy6mFi1qHX+fjRXWkZ07to1aSgnL+VlaWmpflHwgq26KUeZcWVnp1hl2mIIBEsN3tQz5/1TLBoNB7e/v19bWVm9kSsLnd3EAfuV5qdYnL8lNhZm4VN1XucyR6kLaOOzZ29vr9aGuJQc4PT2tFy9e1GAw6GPbjFdSzR5vb2/7dAtrJt5IZM2Rz8GITKqU5vVxGzObydMOvG/+4CziZu8CRlLSyAE2A51VIpAtP9fX153122WTO1uyZKpnwq6WdDwvnxk5BStlWtmf52L5gPX4+Lj7m0ajUX3lK1/pU7zX19db6RgMBh301tfXa21trcufjM7uX2MxH2n85keJmlQ+Go36Pk99BJwVMF1f3x0US/UQQEjet7d3jaLIpnr//v5+72x1aXuWeff396cUKSTBmHNXXwYBxqRhW7aXWau5YANUQOB0enpaz58/b6UNSU91GNl0jqGghkCRshEb70KlzXtw19fXm4A5WoLzcVxgQuEWWACJ+5qPjo6mbN0d1voaU50CeAIZm9dDCUDSf7JMg8gD/Zubm+6N81z2n30o+Vzz5RnKKYPB9EG0VdXKxPLyct/y4zgGJVpgyj5STaq633Wc45OcJPH1mdHo/oy6/f39Jlt8WXB/8OBB9x8iFGwrCb85sGnKrsxUjn9RMDHmVKLMoww9e5vYj89b21RRsu8uCaskMG9/QJhTrUW00yYoJ5PJpJOxhYW7mzGq7jefUZsEpdXV1U6yEw/5OzKQZ8LBDZWCTFaypFt1r0xROPhb9izl7yJc1NAsDfoda49M8Rm/Z921G3i/VJuJBRJKc0jBQVSyLwtBN/cUUPYtMaOYI9LZVqIP1LiRiax0UXnNh/fxjpJW9oQ48iW+Br+s5fz8fFez2GGqcYi+45eovrnD3xwg1ZJcvdkIw+XlZX3++edtF4h3Yo73zaQXhsEb7yzmwAeJA2zld2yEHXs3SQUbRTzFvpwT4+dvfC6P+dKf6T2cCZj9kuIPW5mbm5u6pcY93N7XHPGXra2txqsUhnAd7W3Jg8yPBMS65e7oFMioltYtldi0C3g2+vjjjz+uqvrBD37QE2dhUvFLAGWUynwAVZCS2QgiKXdnUEWaZEUahPNHxph9awJVlpA8++rqqsdlqzbDqrq7Fg5xUZIFfhxteXl5ajs9gDaOBB2GDpScvyX4mMsEPcEgS1NZ6kqHMH+cHjnKE/gZmLUyviSaxkIRmJub65JaKk2Mx5gFVIGMwwA5G0K8A2DikE76zzPEBI7V1dV+b8aeh12ag/wM2+GEP//5zxu8khBxTu8NWKwhZ7B+PsMxbcBIpS/7TpEFYwc+2TOaxCMVqSQLSR6pQFXV64TUVFU9fvx4KjizHeWPtPVZlSUPTtV7eXt7W48fP26VhL+x3VTV4EFu9KmqPsjc2iVx8LueYY6tZZajvCfiQk2mKMMSz7WJKQPJ2dlZHR0d9dwKiIlhEpeqqt/+7d+uqqp/9+/+XfuKOZj1O2uewGrMmQQlWbK28NHvsN1UCLTdZJnQnLHf7e3t2tnZ6fPSqDf81XgFt2w5Ya/GP1tipMyenJy0Uoi0p00nLlnPVGRT+eNz/Pfo6KiPAzEXJycndXJy0oSUH1AhZ2+hgJ9Z0s/KUSpukh8E2LvCK6TROlDLsmKCnGXCUFVTLSe+Cz5mhWu2t5CNLCwsdMUp1V72QLHzGckuMo1wzpYKxW/4YK4dyaW/zO9llcX3JTHJtaXOijX+nYqidTUWeCQ2wjYJTvZUeo65U37P8qoSJ8zwjmxdy0SeKkGJTN8ybsmt72X3CwsLPXcZ7zJh0TuIKFP//Y4qoupa7kj2rgQw34NX8bfELvHVn5tb75iYkWIbn8Cdbm9v61vf+tZd3Pn2t7/98WAwqO9973t/ZsKTXAD4bIbPDECWa6LSMR22K3M4OTmpw8PD3kVlogUKRHBjY6PPG8tdiCYP+OhfEKSRT2PkyAnso9GoM60cZ+7SevfuXa2srDSIcr7MjNPgOXNKxTY25FEGwIgxmAPldIE0SyipZAqS3jNLXhRH62e8xuT3NYMDsllwQ/z8vefrW0rlN53s6OioyaOSgwzKPPkznzG3VGOJyCzxZwOyue3t7S7B5XEinNh7zpZJAAlykJuDfH5ra6vtktLsPfIMqmwVAHSyfElN9rJYHwAxPz/fZ8Yho86lS8Ii4QEUblZhG8Ph/VVOggziPjc3V5988kmDkfnjs7e395eW59i8Zx67kep/Eju+cXFx0VcmZRKSIIrMpT2mDbEPKiFCI2FKVUKQkni5azv9PUHfXE4mkwbB3//93++1Ni/KRtRshDOrIZnEZRbOr9nAcDjsw22r7g5XVnrK5CgPpUW4+XuWiJSUBRvKCqIyPz8/VaqmLiDd1tBYtXPw8VT42FD22UqE8rgavpTByD+Uparqsqp1SYXVd8FS72g+kzD7HHvO0np+L1tHlvJwX9+BWOlhzgQ2/VbyofVIuwY7RMoQHH7IRj0TPi0uLravZIIER7Iyh4SJeym8IDKZcDnyxpWe3kWiKE6mbeWGQHGWopSCUKpKcDCT6yQtbHJubq6vQOU3w+GwhZNU61LhdEwLfIGfVfe9ibkJhH+zuazSZDUI9jg7Mn1aAsCWskpmDJJCfs1vMikg2Iilxu37kk8Yl/VMO/bffJs9eTYCn6qz+UtBiI2ORqP6rd/6rbs1+hf/4l98PBwO6z/+x//Yi+HKrsnkvr8pVZqq+5s4HCBcdddvgOhQwRIIlSvW1tamHJqzAi4ZYUq/yZARVQuh/JO7Cr0oY8wygwnJsjQDNkmUB+NLsEzJ2XPJ7BwkyVIegpuOzSkyYxVkzJkjM8wFAFOKTFKQmR+QNBZB19ohBjIdxigrXVxc7H7BPP09HTsz7MzaAZw5yEB/eno61VbgGYJszneSBOtsHRCT7HUwpwK93auj0aj++I//uB49etQBzFgzozIf5lPpHjhaX7Yy26RMcRRoOSF7S2WdAsNe8neq7o83oJaZJyU1ZCWVaKCUKhfb3tnZaSXl9va2jo6OutQDdCQ9CNdsL1te7Wcu9IQqxfO39Gd+mupKqqB+BCIq/vr6evf0JP5Y11TiJAlZBTBXFLa1tbUOBOfn5/U7v/M7NZlM6rvf/W6XXoxLkBiN7g/PVYY8ODhoNUsS6r2RcGVVOCXp8P580d+ze8F1PB73vMGbPC6HWow0UpiQdc906LkDbo1VwpHrYSxaMaiweZwXLOJ3SRDm5+enMCLJN8WOX/jJ+Zibm+tWBPiSiU+q6FU11auZm21gHv+DSZLSVCARhcQjCXNuiPA86hDylO8jNvlOtuS//WN8sJZf8h/+LF7wi5WVlSaf1Djrkirou3fv6unTp1O90lSqVPfECWsnduRmIX3KvhcGS9AfPHjQGydnqyPW0eezSjgrnKRNqHClikWZzpNGqIfZ32d+M1EVT1JlVDUxJuOGWVpjsv+3anozCJvKdqBU1/2/JMZOf2PLxEn8nUzujqXKxIrPipvZoiUJywQgVWM2i1+w729961t37/Od73zn4+FwWD/84Q/r61//ei0sLNTp6WlnOLOM2QTIdIDi2dlZl1c5ukG7eiXJyoMHD2pzc7NVxFn26wWyhCQg6q2j/KUjCXh+H9Bx9uFwWLu7u11eEsiXlpY6OyHV6md88OBBHR0d1cHBQQdZz2Jgg8HdeUAMOZ3++vq6nff29rZ7A4yZkzNKxDIN3btbhyy9eA4jvbq6O5fQ9XwM2Dz6jgRG/ZrZjyWzknHqLxKIgYCjTbwDQELI/O78/N2xNNTgVBOpgLIyc5rN8aR+Chuij2xYT3MlO19aWqonT550YBwO73YIA/FUv4ADG00ZPgOWQJCtEYDRe0pwkpxTHrPUaj1zE5O1RtBOTk46ULr03pzlGXwUZMHAGWV5rmcGGe+doIWgAhvva9x5Tp5gCMg8nw8kmednGQipJ0Aqfcqc5hqws8y63YwzHA67pM02zT3/t5lpOBzWN7/5zRoOh/WDH/yg1wLR9T75Oba/urpaq6urU2Qlk1SKkqCgj5XfwM719fUmpnxRaTDLVRJBiYggZn1Ho1Ftb293Yq2Kg+Cz8+xHzXm+vb3t3e2zFQcHiCN8uSParlLJL1zMuch7tNlMigMIa5bDEDq/4/uzHcL7zM/PTyVA4gF/zb4582wezB+bR1oSZ/gtW/A8/itQU+HMT1Z4+FbOI6yX/EtcVajsbEbIX7161fiYYgJ7Y5vimXHkpjL4ReARp3PTwWyCkoQnCYX3yMRFrPau+Xts2fv5f8SVGGMuU8B59+5dbW5uTinyTgvQNyeOWFtrmuop/M13IxrBV3gJC+EWHGIL1n5WFc1KxuzO76rp0wH4qc+qsNoIt7a21t83NzfXPeWU3MTPxFC4OJlM+iicTC5vbm7qd37nd+7s9Nvf/vbHw+Gw/uAP/qBLcBYGyUglzsOyVv306dPOetbX12txcbE2Nzf7DCxEhDOZSIEkSz6yGkTh7Oxs6sDcbKqkKtgWjSQwnFwwC7q1tdVAcXh42AuIPSfjBypLS0v19OnTbvgEdnn2lrISkiyDce4VZUbJ7/z8vOVtJcgs993c3G8QmT1OpepehdE7tLa21oQcmUCmgJR+S6CDADAeO0aHw2G9ePGirq+v+0gOc35zc9O7/1KZPD09nTqfcdbgGGT24NmEgHxmySlBwlrIkoEah6dsUATYp+8VCC8uLurzzz/vDTMC3Gh0fwYVgGVHEhnqgfXJjNA5huyPrQuEiAtnFwCBiwQlM1mkgr8pS1pXfXB6tKin3ntxcbHW1tam1DOgbEw5R+YtM1iBLhVma5RlmyRvcED/lvJ4kvvclS95yM1PfAFYZrmJbcEf5ZWtra22BYqfHYveyZroofvWt75Vt7e39f3vf7/xjl3l2X78li0Cd0qk883YoTVCaCSUnmOnMXv13eZa4qJErIfIT6qMqg9uhXn//n0dHBz0PKUymViQ/pXlMHaeJNo7OTBe/zFbSgUl+zMRAeslgMMMFQb/8Dk+ZNMCjMrEOxVaJWoqT5LB3Km7vLw8dSwWHIQ3npHkxHdZJwpbHjdSdV9a47+zClT6Vvqg30/M85wk0x988EGrb7PVK0Qmy8Lj8f2ubEmnzyGJiKekmc3kM2dJhWOfYLL5h8WeBxtU0dgIQmY+jo+PO7lyzqJyfCZUmYwRnZJ8ep7YnXFCAsouiUgSCmvFx8Q55JW9wqk85gyuZbtVbjjJBNS/2WNirs8ra/t76zQcDnvM4qjxwdtMoI0jRTv+eXFxUf/0n/7Tu3FnidDdunZ95oBlnhydCud3Hj9+XD/5yU/6VgJ/7qWur6+bxfvBoLMcydF/EWv1/wgRELq+vm7yor7uOrksceYGjcvLu/tvj4+Pe+ezCT45OeksEkHQI+OkfoCRu4eU6ZTFj4+P6/DwsDY2NqZ2aCGybmLILAIICdr+QRb1jOTZVOZIgKm6Lw0bl/Je9gX4ntkM5PLysg4PD+vzzz+v/f39DupUC1kyY5qfn+++Ne9pxxIHWFlZqcPDw1pdXe2gvry8XB988EEdHh7WeDxuYJH1mefcLDKbLXJCGZwAIHPWh8he/+iP/qgODg7qr//1v17v37+vjY2Nury87B3MmTHK0HOTid47wExhFJBkk0oJNzc3/R7AW7+Y3sVsHE4iVXWnZJ6fn/euYOuU5R4ZMTCy3mdnZ7W+vt67J7O9oOr+CjTvYvxIlHEaD0Xk+Pi4Hj582G0SyI33k8H+oh6UJKT8htIucMwGSIlZJlnGtLm5OZXZy4ipXHbIShKfPn3a/Z3G9fDhw07akBBlFgEkS9qpYAoOApZWF4HKj15itpt2dnBwUHNzd5uWrDc7sBZ6fmev7bJup6enneiYvyxJffjhh3VwcNCbttgrgugay9PT01b1kUvzKXlcXV3teTCOrBh5v6pq7CcmzAZq5wBmQuWYDz9IjYQEWaQW2SGdmPT8+fNaWlqqly9fdiKO+B0dHdXR0VHt7Ow0Ubi4uJja+W88GbglO443qqq+AYnyCMutfSZUYhoFyBql6pcJnrLeyclJJy37+/u1tLRUOzs7dX5+Xvv7+90vLx4nQUaCkO3sYeZzKWpkcotIInswK0m42J2qvLVLRRPOUCmTxD169KjfdzQadU+0DSfeK5U2/c9IaSYJ2e9nfiUj3oeCm0Rd6Xt+fr7evn3bx19JkvLf7JmfpzihcqTlI1tT0ray/1UC+/bt2+YHw+FdXzeMFdvyqBdYwKeNkaClZC6JoXJan9HHH3/88WAwqO9///tTwUf/DHbuAR4igwW4S0t31+rY+DAajWp9fX0qQDKGV69eNfjYpMH5OQ6lTJnFi6bqJgsDBhgv4EmDBDKMPfscqBV+bzKZNAtXjkBOXeFlbjDs2R21VAHlIM9eWVmply9f9h3ADIdBZA8aMuU9lINJ5BQnQZ1SAASyxLu0tNTXTyFrVFZzQFW0UYUKQUZ+9+5d39tcVV3apnwIggIydUegRC5dWSVIIwLD4bBJqkDsPRg25YdDAK68ojAPpx2N7voQnz17Vn/1r/7VKUXj5OSkVQMObU0AEsAwTkHPdyHmAJINCubIVWaRAkb21WSWnEoBkKHysQvP1ZeX65cbbNi1bDHVDKVByUMmVDle5SIAc3Bw0D5vLk5PT/uqLgQJYGf/jfkU1PMMtwyK1kQ5K8kZW1dCbDAb3R+b4B+48+zZsw6eAtNv/uZvVlXVf/kv/2WqR8o7VN0nv/5c9u8dZtUp5eJs9Abos0keG/P+gtz5+Xmtra01+UQMYBySvLKy0r2Ih4eH9erVq6nNKaPRqJOr3d3dTpBgY9V9T7GxsU/Yd3h42HYl2WSPSfT8O/E7W1f4XbYTSRCyT5hyyG/Tlqyp+YOTEvGbm7ujoNjyz372s/r888+njuNx1FZWaQRl+Ix482fzjkhIYK+vr/v8ylSp0/7Y0KyyaPz8HrEV4Nn7cDjspPn8/Lx+/OMf91m2KlqCOvLj35KM9GtjpTKmggbD/D0/yTKjcbOfN2/eNNZkko5s5S0b2RZlHGIFu/ff3j0PLEdA4QKiw9a9I/+4urqaumQCvnhH1bmMG8QHdpXxOcl6kkHJZCb47Nm7sDOtAukjmRjmGlDCJeO5+39ubq5jD7xMfOBH5jhPibi+vq5//s//+d2zvJyt4VnbN/HJklPmV4K6urpqdcegsGgOTsIcDof1ta99rQ4ODqbKOyYCUfCMzBQYOfbu93KsGkNtnuCwAJgcjOH73nzXNBYlaAtm0amLlIFPP/20Njc3a2dnp/b29lp5AoKymcvLy9ra2mpypNlesAWSwJjahJheXt4fBix7Q4yMj3Kl6V1P3ebmZgcEhCEJi/UHHMvLy/Xn/tyfq5OTkzo4OOh+sNnyK+XA52U9uWNceckanZ2d9ZVvjFomPx6P6/Hjx72xIEsHAI0tjsfjWllZaXKUJFnZrqrqiy++qNXV1frggw/avlM1y/4cqnWuiVIcgov45G0ja2trdXp62gQLaQKo1mm2bxEAsTtgd3t72yqhAICoGKt7hhNgkOajo6MptRBBykCLWFp3728tLy4uWhWyVs+ePWtVzq5bvm2tqFaZefKBTDIdRJ6bxLIMKElM4oskA10g6PszGCNDw+Gwnjx5MpU4mncAnndiJ4FN4pnjgG1XV1dT589lG4b+uKrqcrDnX19fd9BBuiQ4/txaCC4CnwAkQL569aoxFuFKvFPu5LN5Hpl3vLq66h3vsNM6q4rASSo3clV1X4rKklMmK/qpnYyQqp5EP3sMqeJZxbBWPn97ezu1wzmVelhyfn5er169mrrrXf+4EnDeUW/9xDh+wk5hkHFRkmZ/F9nP+YANxA6xFMnOqo1neJdf/dVfrV//9V+vH/3oR52cq3xIQnwHO0cuVEoQzdzgIgakmJJETxWDDcJe75ltIXwl2yA8hy2wuUxCzGmqalV37U+58TI3Rum1zj7K7BGVdObJJrMkmX9NJpPeWOkH8fL38NuciH2wO0liEsJM7geDu8PCzT8cYbfLy8vdYqC6ZmMevoMUIpKw33fiQ7MlYYKN7xsMBvfnAP6bf/Nv2skAEqMAlBwEQ85F8kCZLVmauoOwCQqUC5mRUpvBm3iTy8gEzey3yCZhn0v5WwlTgMjmXhJpls8uLy/rzZs3vbvRrlvkCVj72djYqG984xtNKJCQH/3oRw1mHPzdu3d1eHjY5FZ55ObmpslmlkkWFxd7jMhU9tlxSGuXkj2jBTayG0RrMpnUyclJg7BAxrH0S+Q5RwzVnCKOCQwO0MxNFJkdnp2ddXky5WsKIRuj7KVCAWD0jWavBIDTfMvhgY9rsjY2NmphYaHW1tZ6TgVdzxMErI8khs2wo6r7zTlszHyzU4E3CTLgT9LCvxLMM0P1Hb6X/82SS4CNoPFLdgVAs+cxFR7+kVm1hMkYqZhPnz5txdA8AdaHDx92gOSvs0lc7lyDFZIv40BqzAH7Ny8AUmJhPFoHKG3Hx8dNvm9u7hqhB4NB/ef//J/briUpCIm+OSq6Pun8kaghFWxgYeHuFplUNCaTSZ+WIMjPBqMsh1JSMiAL6sfHx4154/G4b6zR63Z+fnezjo0YlPOsoCAZR0dHPcabm5u+2WB5ebl3JcJxvuU+X8GPisKHtDfAilTCqCRV972R/hw5lXDCsGyNyfmQMPHZJDXInu8SK+CZAOzzeXh2jk9MtC7IYRLcJLlIR27CS5XVdyTWexdjS7/13RsbG53UI+dJwGEfIqAszce9n+fxv1S/raXvz2SKTfqzVM7Tbr2XcfL7rHBMJpMWYFTQ+Kd1hK9V073dw+H9cU05t+zTOLLvlF+yK76jPJ7kWwzNEwxmq6HWxthSdRVPcRZzww/EMN/HpvJ4spz3paWlevToUScEyF/OqXfTFy7+mGdrPx6P65/8k39yN0cI4Pe+972e4FRDEPpshwAAIABJREFUUlnQg+ILBSBZlcBwe3tbh4eHvTED6HAmhEeGmoEMSTSJwJ7Da6DOUoyMl0Nvb2+3ESRJYYx6jhDcLL1wYH+mDLuxsVF7e3vd/wGkKDR6a2RmqWxa3GweFnAFpywZMMp0fAaOmAnAgh8jynIxdcBzvZ+eF4FEtssoq6rJqFKlcjGnRNhXV1cboJX79WQI1o7LYPxLS0tdOtHYPDc317sYbSgR8I2Rw1kjzqXcxn6sHSfOrDeVPATP5wBIBlr/zM3NtdoFnFONqKp+FsDJYO4zwB4ZTNXSGptjAJxJAlDz3chyliNHo7uektvb277WkA2yi+w15Zv8g/8ZI5VV8qWnUKJmnMBlaWmpS8955pskBU4gP0dHR53hZkkKeTSXgJ/fKpekAgJUc9f04eFhk7pUIIDgH/7hH/b4rGOCrzlFvgUKyhX/G4/H3SMrEGViwHbdQuN9YZjvdBoBYiUw5xFNgiocsGmFXe7u7tabN2/6mdo3kL8kIfPz8/XRRx9NBbq1tbU6OzurL7/8sucdRmV/L1KgmkExNm5lQL4LJ66u7nqyZ5v54QF8TIJbNX2jB8LvnZAOPq/0Tp22LnyOLfE3PxmkzRPyKgDn5j/kGG6k6uL3YIB/p5Lku4wNfsCHy8vLOjo6qrdv39aXX37ZyTLC73nItrlEonw/MpNETaKaiZo4wq75LaXfuqdC6n3hGz8TQxEUfuJWoBRTchNcCkUSQ2q2VqPhcNhtNInD3t8zU2mmtmY1itot2UCIjTOrTWzA2ovF8EmZ1e/C29XV1cY+rSHmhY2wUzaV/n9xcdG9oKncwz/2kht80p+TV1RV/d7v/d7dOzL6Bw8e1N7e3lSpNuXkLBH6d5YVqCwWXXBhkLJbwK9EbMGAOWNLlu4f34tEpupDMRiN7m5xsNuXWgVk9XVR+WyJPz8/nzoM9cGDB/X27dsub6baAdQvLi6m7svlyII5omoeZMfu/0UcXTGXStPGxkZ9+eWXUwe3ahDPDQYCBaNyeDZCSjnNzSLIn6BycnLS4/Tf5t5ND6R4Qc9aIJlKobNrZSs7QAYCSACC/Omnn3aPllIqMiLbk8HYCEMxlghQYDMgmVOOR4V1i0wqAak4Uw6AwdbWVu86TbUAKAmqfn+2hAjUEAx2/P79+1ZhJVfaF0ajUW9uAMZAQzBLdSYJ5/7+ftt+9vMg++PxuO09WwgofoIAlTJ7tGBAli8QqNvb2z6CCMGm7OZzACCAzGN+9BYfHh72hgSBDLjlzmdzATCRJD2JesT4s3u7/bBN/+3getiUSap5lhhlH7AgPjc3V1tbW91/JEiY41Qb2Jz/pt76c0FGcIEl5sIaIOXK2OZA8KRo8o+006urq/r00097DKPRqA4ODnotfU4ybw2QGc3ynjcYDDpZqrq7LSaTegRKudfcGJf+Nn7Jn6m7uQMyFTTYxiePjo6mDlVnX/6hEPPJTCySJBoDXMh2HBjIBpaXl/t2E+8CnzIxRDpUBpQfU01FVrSLpGoFv7U8SViz9UZcraq+6jTVJUp5KpuIRBJ18dNnjJvKZLye5d5gcd/vmn/zp2/b+L2794BFuWnBergeFfZmeTl7oT1rMBh04pStaVR4LT/8LrkP31e1g2fsNrEle6n9EDPgtmQ8BRXzAEOsM27iu7R13dzc9KkkfrTZwDNJvmQpE81ObHxYIGUEBoRNC0wy4FQIMWC/D+gYvpfUm+fsHoCXErhsNRsxLYAgk1lcNvRSeTinzxpT9pnodTk4OGiwQuYY8Gg0qo2NjQ6EjBM5QSCA6ebmZtfp9fto5k4jQCxGo1ETJGrB0tJSvXr1qt68eVPb29tdhhHkMH+fT8NRqmNoV1d3TbArKyt9FMXNzU1fwI2Ara+vd4+Pcdv9mWVBoK23yXrmESXkdE6uT0RAMX7AeHh42Jt99LJlnxMQVtoFOAkQ+nxSAZWhspG0VfZOmUwbQ1LMgffY29trABJcETDOJsO0Lsj55eVl7/hOB8z+QIEr+1YdhDwej6eu5wLqqRJYI43SWd7iwwJkVXWZUH8RJcIz/Z7gCPgooGwuA6obJS4uLvo4KAmd+3/NC6zJEjAVEOHKVhFVBefmubUh1yAJznA4rPX19S6pzPYcAUCYkqXlDDQCRKp+2ZPq3z4zWwIGymyO7aZPHxwcND55HluQwVPL8wy97GkzNmdEUsbNYxIm756lxv/fD8zi86lQSL4RUa0QSmduo1hcXOw7ywUyCZjx2AFKUYVl7I0/Uj3M8draWk0mk97g5h/VouPj407yrS87kKBKdAkQWfrNpK+qmihMJpPeRLCwsFBffPFFz9XW1lYnEJmcqE4gHpIB2JN2l0Q0/zsTBaTfWkqikMCFhYVaXV2tm5u7zSJVd73QWRWRtKXK7s+se1acskxqbWx0NI48Tgz5Sp97+/ZtV30IDOlvSJVyth/zZI2IUlocPJ+AIeEWN609rEbuzGMSemsAw1MRtgbmYji8P8M3W4SczZiVOziV1SJJLFXf81XdrIfkCbnd3NzsDZV83hrxbXhqvJnMVgUBZOgCay4IR0AOgElmtdQnE55qIQUiJXFEApMV4BzWaeCZgQoWlIvMhr2s0lMuXEqhHDZPtJdJWHDKy8HBQTsQMqB/zjzIbJU/ZGWe+/79+z5zLvvXUroVFKuq1tbW6unTp/Xzn/+85WbGZ30AgSZRcwGokCIBQJafaoz5NyccL7fBM3AZVqpCjhM4OjpqkEeIsy+DQ3JQwQrhFhw//PDDevv2bZcDzbtdwdaIISNRL1++rIWFhdrc3Ox3BOCACLia5yytCsrZZ5RZFbA2R8YApKqqA0eWRgQhgJVEANiyH43xQEibgWMphsO7i8SPjo5aAcy2CIQNoLPjJKxJMJA3Cj7CODc3VycnJw1iCDL7FrQ9U1LAngV633t1dX9VEv91Q4XsVJ8YkKZ8ZBnMXLPt09PTPhRV4uE719fXG88kSakyVdVUIgGvJK/sgMLn377f7QCCJWzJnfXsLRUP353Km+DmXfi1ccMdajdC4efp06d9/Av8o4L7/u3t7R57tg9kScvcZR82ZYVPZPLpx7uniuYdX758WQ8fPuznKylfXV11ogdbBG62pm2B3Sh1w6rsT6YcwfP0Q8lQBtCzs7O6ublrE6qqbp/ISgPhQckzE1sJJHKiD3N9fb1evnzZyZK+w4ODg7bPtbW1PiIMUVLC5sPWn61nC1Aq/JJvTf0SDupnnq+5trZWBwcHHcdPTk66rSeTl1TlkBOtFGzdnGTcRMaur6/bhsTw2d56Cb41yU1p/B9Rl7hIqsUXeLW0tNSJZZavsxcefrPDxMQkXmxNz+/8/HwfdJ6VmCwvq85lArWwsDAlDGXPIKFHQpIJwfHx8Z9pFUAU4X0mIYikRJsfpvIrxmTykPNcFQSQ8ch2ZXMWEIhR7xw8nJOegdl/W0ggm/KjGjxZVj9INuIyGszdxCYbRkwsYgIoZ3JzyMnJSV/6LQDbcGBjge/Y2NjoHkKlHQ6VZ0Z5f4CWTiGb5zic3BVN3ksAf/nyZe3s7HQGbUGT8AroecDnrMpxcHDQQMfwsjxLzU2CIkgwOITNWnrPs7OzOjg46FK23z89Pe1EQYsAEFKyAKYXFxe1vb3dpAposAe9jVX3tw+YA860ublZJycn9dlnn9Vf+2t/rZ+fhHVWMWaP3gcxN0ccw3ohS/mj/1Nw9LzZfhOtBnk+GFu1VtRSoC5o+X8ZZCpR19fXXerLd9Kj688pwAAXICoT8EeKNDLiDLgsMSJ7nm2e8t1Ho1Ftbm622p3nD2YpntIOhBEYgY5yfHNz0wedI9nKLcAwyR/bev/+fe3s7NTi4t2B9EAPJlDafR/7QkS1RlgX9s23kUXPYxNVd8mOHj7nm+XxC8jU4eFhJ2GeLyhTPqmE/M/YvWva6bt372p3d7ftGVGlvsAaZU+EHYlKnJ7d9JDJO4IjEFo3azwajerFixddxYEzSFH2A1OY+BdVnoplvuAJ/JFgZZLFTtfX12symXRJzru5fYkvWP+f/vSn/Y7j8bjPa8x5YYvwTix0bAx7f/HiRZ2dnbVvZZnOHCQRX1hYqM8++6wODg7q0aNHtbKy0rEp22bYDL811qq7dhjJh/XLat7NzV1bj8RbPEey2Kd3ShUqiQ07z3WnPiNn1jCrLsYFH5CojI2Id6qPqgxK0JJiPfewMUu7Yte7d+8aH9kI/gGz4JvvQZaq7hJ6tu4w7WzF0LaCeFHezBci5918HnaJk7NJC2HEODY2NjrBs+biTlV10qZlBDYheKomhCIcRSy4vb29J4BJZkyGkmAG88nkbru0SUyl0OQIuM5ZY/DIWjZu+6xmzNkdvgwu1TlB8eTkpG5v78/zGY/vbgRAvlIuPzo66u/JbHxvb6+Oj49rdXW1r0OyWOZD1ubd/J2yaZY9lH1k1xZT/wXHVOrLngX/rTeRmgS0MnsCoFkaZDyIouMb9JMZFzAQ4LIkJwC8ePGinQ/hlj2PRqPub2QbDBv5Nz9Kpeab+gCsODCVRf+kNcrSAvsDRh999FGtrq7W//k//6fJF/BWPstSR5ZcsnSXZZmc21Q0qqoBgz17H6ppJjzD4bBvcsjSFGAQzB2u63tGo9FUjyOlg+0750xJ3TO9N7tLMkpVAdCzvU9Upgz8CY78hqKOtCvlj0Z3m06UbVKpFFDYbRJ7GTg7cqWVDQJUBL+3tbU1pYoNh8Opu4jdSbq3tzeVvbNB6055hDF+lLWsZxK/LL3mkVL8zfMkH/w9g4agqG3C/FOT+FeW39mY5PP6+rrbCagU1nc4HLbSppQqcdWKohndrt/ZO1qpQHxH0IT1Aho8pOLAaaVb9p0KBDKYbTv8IxNnhHYymXRykruJrSU8nC1hGu/V1VVtbW21TZn/i4uLevnyZVdIBFalO32gCDKMq6oWOsQG60Ad15uapD6TYHYPL7744ot6+fJlb6gzx55NDUUE+SfynK0uPsumrK0YS4CACakcZqKB7MNH40eOEcGsLkg4EzMzwUlxSLza3Nyc4gDiARKZJFHc9T5Zhs12M7ZxcnIylVQOBoNWC/UA26DGbjKhZ5OHh4dTmA8j8nethcSD3RuX3xdD8x5n/aNsRdsKX9rc3Gx71PoAo3Arc8M+9Vs6izarV/Act2oCyKgsronP3Ymrq6u1srLSBzmbFC/BEZTtnK2UZC6Dv2cghMgnYPcMTdl21yaxyqxeIGQUlAUsfnl5uW+kACpXV1dTZd3sdcnyCuD2nZubm/0+JhmgAF8OgeBllsG4k9zKch2voDcuyTNHAnKyEKSDipFqkzkShPL4AuNKIHQ7CsAE+NkM7vnI+ng87sOzlWrOz8/7/EAlDv0ft7e3tb+/3+DBSBEy2aLyn/eQ4bx7965evnzZiqweupTr/T7blLXnd7FhQezs7KztS8AdDocdiBYWFvrOa/2VNzc33Qifik7evJLZN0BAJiRa5+fntbOz0/NPATo6Omr/ExirqndMGiMAykBtzVPF4WNI1+3tXR8Nu6UQZbDNBMXzAY7n2LxjA8RsUzNgQhq0GmS5Fw7BAECdpV6AiKDkrtjnz593m4l/qmoK7IFpEkB+YCx5HFMmKhLe9AF2YZ5hTipUmXiYV73HCC7/dQ8vBej6+rrv5F1YWOhjjAaDQat+7CHLPpSG9fX1xlwBVGkNmfSe+Q7UtEyUkHc+AuMEHOSIWgtX+B7lTbInYLJT3+89qCJsR9UHuWHniBaFTfl5MplMJdPKgUkEzP3V1VUfFE0R0y8mPvk+AsTDhw+rqqb6qM2Js3WRhWyhqara3t6uv/W3/lYdHBy08u97ZlsCssRpPJnEwUUJvnFmqVXMu7297R3i5hzO51izZJol3KzySegQT3bLzi8uLqZuf1pZWamHDx921U8CJY5V3fdZ5lxTk6m0lG1rJwGDr8ZpzR88eFCPHz/uRIDNSpoQNcnUyclJ9/AlXrIfpE1CYM3ZvhYnKqXKBx8Qr/AV52oOh8O+ynFra6ttJm8AEnNVXzKBymqsuJRxHueyfn0MzB/+4R/2hCAYqaBlfd9OTdmAQQCg7NdhgF6UvMpQ0ngFSoCYyheQNnh/LyDKHDxDhjo/P33psmBO5fC9gI1UnHI6hUGZCMNPuduYsn8M0DIkwJNyuKxGr878/N1uY1czMZo0RD/mA7iaX+8qECKu3i3Ld7PgkooIAsEOjC/LYNQPQVlTr/KntTs9PW1jRGwSlK0D0Ocg/n9paamzIcHh8PCwXr9+3coJZQbBTQdBIDlPJhwShzz+JEubHEj2JZtCqJADYJRtBAJuZtxZtuKsSqHmk/O6vizJrPfR55MtFanMsLUcm7VzxVCWJamI2aPDlgR9vukdJSjsEfF99OjRVIkEKALPLIP7zvw8X/P3Seayz1Xgl3D99Kc/revr6z56RHuHICWpvLy8rN/6rd+q4XBYP/zhD6fOydJf1SA5ExSr7ncHSkqRK2R1PB73jvwkPXmjieCjRMk2UzVB7il329vbNRqNWvFDsHwGSVNlgFVphwJx4nf2WucRHRTiJOYZgJTzBHJ4/vr1614D7wgP2Xy2BZhXVZQkIOxRDEG6s+0i20jyhg/kx/xkFYJKnIne+vp6tz9RpAVfvo5YCKbWLPszJRgZV5AaWDkcDuvhw4e1uLjYR195Fzbu5IWq6TMM2STfp/ghS6mSI2naKKqqyT27zb5QtpntYMbtvWCY9fL3VdXk2W1ht7e3jVU5RzCHv6TimP+dpy7kJhw+f3l52dcHilOpSOME1lmLS1W1X0lq2YykI0uvWc1kh2Kq705SmfsZnBOqRQQnsUZEkocPH9ZXv/rVKXvL9SVwHB8fd4Jn3PZSWP9UIsUs8fif/bN/dvdOFmNjY6M3UDAiYJ9Bl+pkV9XR0VH3O3EITpX9UIKJzNkxG1X3J4EDIC+Qu3az0d7uH2pb9t8JFjKh09PTOj4+ridPnrQzrKys9A4zBoMcyCQ8U3/exsZGl70YaxIW70eKTlXSvY1AQKYAgGZ38TjGRlaICCGNDJTCenp6WkdHR1OknMF6du4e8vcJYJyX8qM3knEdHx/Xl19+WY8fP26yMhqN+nYAgd58IMxA2rxkyYIDpXrr/QaDQZdVlKyXlpZqe3u7WxCoUalssBmK2sLCQiu+jF9viXPVUhKXPHDMLL9SuNmX4GAXahKFyeTuOkFkljN69snJSSt7yCcAsRay7tevX7fqQQlBmh2ojSAiBbe399csJrgDZ+/Kj/I9fZfNPnbFmSM/V1d3dzD/7//9v+vFixf1jW98o23q4OCgWypys5f1ynlHLOxIdzzSaDTqtacoUuqVw/1QdhF7gUW5hf/Mzc1NbWQxDnMwHA4bSKkFlFHBGAjDjcPDw9rc3Ozkgx8jqdQGfYXIm35JvUaUGxgpUCexE/zX19fb3nOzgwCkh7iqpsgQDM8Na35gBkxkq6mUp8I3Ho/r4OCgEwrKDsUCaUHOYAGVPd9DInpxcTF18DwyZ8ND2hDia45tKPJOVGkbGZTYqE95PqwfWCGxOD+/O0xbnJJcWCvx5PDwsP2ETbED+ADTzPPZ2Vn9j//xPzpZThKRG8mytSNFgFQAfWcmudR+yilCrleWusk2fB5pvr29nVLokV+kHeFGgpAiScPR0VGtr6/Xzs5O31iUm0zgNNXUO0mMfS9hCXFOUpzVSjHI0SkZ3waDQZNQREzMzUQICUfc4Am/sg4ShkxCYZ347tIFFw4QRBD83MQzP3+3a/9P//RP23eRO7Hac5FF+G88en2z+ud9rTtSy49bAfyDP/iDftnsgWHQVXf3/lmo0ejuiBTBLheQYQIsPUSZ3SnHImoAWK8FAzk6Oqqq6rOVPHc8HtfLly8b0Kvuy8yuETMZyBri+Uu/9EttfLI+xHZzc3OqDJZyPEADNqnsZE+kMZrkJHc+k7tmMwPgiLNKQ5Zc0/GTCPk9jm1tAExVdZ8L1VRAEGCQHAa1v7/f4H91ddUGRy0SaAXYpaWl2tra6jVV1qCcWWe2cn5+3ht0vEMGLMZvrOZZXw4wWFhYaKXCGZBKqRQ92bgs2p95fwqREgligcBZPz2jiM7a2lrbP9DwPGTR9ylJCYzW37FE7E0/HVUJ2AEKrQlZ4gXEmfHJcDPJUf5SsgbcShYZ8LN3SuDka8C9qurzzz/v/kTPVOo6Pz/vwMt+vDu7kTwhyTYDzJanZMFU2dneMOBtzgFt9vWoUPzDf/gP6/Lysn74wx/2OwFy/i9wZOm86k45YLc7Ozt92KsElTJGHUfscye4gJTVCX1BGxsbtba21skw20i1U3KdJUGBLdc71bPEZXMtwWSLSdgvLu6O9KGaqpwIOhQNJ0DwT+SbPVM8qFGSEUl47lqFe1X3tx7xnSSpcCKrFAiBeeJr7969qzdv3kyVtLMdwZz6DkHf2GEH/J0tB89WrNhb9oQ9ePCgb4bxkz2kSHf2KiYWeqb/Z69Ir2Qa0YdRVG/r7tzRJIje2/dvbm72elDiFxcXa3t7u1ZWVno8h4eHU6qeXuPJZDJV1rWLOq/gQ7oyqSS8pPoOK/wuP6eQWidYbm2012SPo3Vij9fX1/XJJ5/Ul19+2WOan59vQq+n0zPZHTWU2HF5edlkr6qaOIsZJycnvcY2QebB3OYfJpt380w0QebW19endpTDGHYBz1RtrT0c+b3f+707e04CiHSRK9OgUxZNApEMG2jkBfQIVfazMVqLagKUc4HQrMNrIsZq9fYJ/qenp/Wzn/2sjo+P2zBkHYKns8qurq7qyZMnnXFubGy0silbkbWa0MyEHHYrwJh8gUpQ0r8GHJE/pGwwGPQmFvPCkRmCf3MGWUo6DSDZ39/v4ChLA1yMQAmWAWc5jnKBNNzc3G2UoWBKCBC18XjcpebR6G4X38bGRq2srPSOuCzjcybvpdcB+V1eXq7Dw8PO+IChgIXwZQBDnik/WX5FvPx9ljaV7wAS50BE8viM2YA1HN6df/U//+f/rGfPnk2BL2DKcgpwQliog3n0RpZfJQxsGxnUG7u7uzuV7bMdY0wAsKaCkICprJLEkD1lIBsMBvXixYs6Ojqq/f39Jt/6VhB+4KN8bw29p7MHM+N2zmaqB5KWVKKsT54Q4B1nVRPJpgOlkTHByHt985vfrNFoVD/60Y+m3h9BE6Alqcq5GvbznZJUwS5BwhE6/ESApECxkSSAw+GwN9MgAxKux48fd3DNYzfW1tamEgkBL5MdpN68ZrCyLkiXcaQCKanJeOA5qXCbwxQRvKM5pbamUmrnuKrBwsJCj8du1ar768H4GOVVPyi8PTw87EPqJYXZPkANgjNUQqQHztmgmO0yfEhCZR7Mj3Vm60gpZU+SBoe9Y6pphIYkpmzTuvis5yJJVHSVN0knMia5QZb4mPWhxLFRcZr/Z6k1+9u8m88gRxK229vbPh5HwmnOYCVbYgOqDdlywx/ZPVv33UnKxVtrCtfFmIODg3r79m3ji2POzD3uQmQw/4kR4hAbsJbZMpCtC+Yiy/ezh9uLJ9RDffQIfCaAYlQmxXqRc16Gw2H97u/+7t28ADwN64zcA30o1bTc4ZfG6Uux3qqaOkvs/fv3DZ6alE2GBUJ0kIHr6+vexo74eCGLgJAlWQR0jh44Pj6uvb29evjwYUvOu7u7TSqUKfQHPnr0qPb39zsYcuIsqSEYjqkQgBgXR7i+vu5DfZWJGO/79+/7xgOHP5tHZWrEE0gCN+NCOPQMyhaAHEM1Jg3lVdU7dZExUjeSr/RKdUHUEdGdnZ0GBZkhdWp5ebn29/enAgpHur297TP/BoNBHR0dtZ0puXAoa2CtzSO1wY9SieZiazYcDttRUn3UI8UxlQyybwfgey+gvLCwUL/8y79cb968qTdv3kzJ8hyRGoWcpSJycXFRjx49mnqXTHTYmu+WjOjD3Nra6rupMytlJ+ZL6Ufbw6xNACCEhU1pRUBkv/jii3r06FHbHwWQP7gBQWZrTLAgFSr+qycu1S02CtCV2ag55+fnTdyRLT5AGciz8BYWFurhw4f9PtY5yZ51zuMfgLCAqC+O7VI4rTlFLqsAiLd3p1RQjJeXl7sUt7CwUPv7+7W/v19ffPFFKwnGubBwd3f127dv6+c//3ldXFx02Rmh56NKtYjB5eVl+6Yz4DyfwjyZTKbuZ1etyQqQgMSnBNMsMxnP9fV1H+6OpCGtbIPvCdDGgBwof5t7iUW2NPB1yrDnK7fmhgyJdlZF/B6sQDqSOCFKMEUVI39/dXW1xYDsR8tym7Uwxz7LDlKBljykMulZYooEHFlgs2Koo4asL0II96qqfvKTn9Tm5mYLNbApsUs5X5KPWC0sLLS4IqlHwsWRVH2TZ2gty1tvKJmSb/YheVcxzB59SRF8tibZj8rnbm9v64svvmh/s+lze3u71tbWan9/v6sO7Mg7s+f19fX+/rOzs6m+RHNUVZ0gvn37tjc7Zk8gMWowGLRIhYAj8g4pNxdEmEwiEr/YB39g29YnFVI/o+985zsfDwaD+v3f//1+WdJ1lk/TcWUEBmFCkgQmeKUEfXh42ECjj9BBqFQw2bGMVVbHMQQLvRq2k2dmDriBYZaEOBrZ1OYERnN4eFg//vGP27myxyIdOxurqWY7Ozt9RqDdPt4VmOmtM2cCiXOkjo+Pm8Ra3PxewZ5BIM5ZQk7gZjB6jwQjhkCpQTbG47sG3idPnvRxI+fn592vhCQA0NlgsLm52f06WWIAaIPBoHdYHx0ddeYPaJw1ac2NCSC5beLq6qrLbFk6RobfvXvXwOo5el7MfWbWHMVYff9scM9MTJuCrPTm5mZKXU0FJ5Oq6+vrqVKyBEQGyuFT3UIEBFWBNct71sd8JPlCChFlRP3m5qavBDQ+FQDkxrsIvno/+USWHgHrrErtvWWj8MM42WSWLG0IydKbgIAYZwN+4hQCJIhZb2sm5mVlAAAgAElEQVTx27/921VV9e///b9vEiAJ9LuIZmIJm4dxiAY8EJwkO5lgJYH2vMzQNzY2+nNsCYFw20UmzRSJXHcBLisB/Nsc+fdsSZTdsXXrK7Cm4ozw8ZGzs7OppJ7PCNCz6jw8EENSXYPZjkZBdhBJWJj94FlCsw529aYySf0/PT3tKkVietW9ApzX1lFcESgJC19i+wcHB41rsJLtUrWTGCIOklTfNRjc3/PNd/lj+rZ5QcL42eztKVU1dVXd8+fP6/Hjx/Xu3btWsay9g6zzfdm0BEnlJlsLkuyaUzaoKnR9fd1kPE8NyQ1d3gMRRihz04jfxUWM0ftTyMS+9fX1Tir4Edtj31Q49kSpk+CYJ2QNsU1xhh35/dvb+2th2YBKVsYe/oc3eQZfTfxLO+CD/Are4ldIv2rQeDyuf/SP/tGd/SKA3//+9/vQVIZlgXI7P2fCNH1pSpGZGfl7fQUJgnNzcy3rm/x04qrqHhoADByVDlwFZKIZBpBinBsbG13eTUXFROaRANfX1/XZZ5+1OuZd/QDHVKQAXsrBFiaDPlCxyIDOAaALC3fX0+XhvAINkEF88uo0IItIV1WTUO/rTCzPSgP3DIafxsshqH6cJ3dJCUSj0ahL8//yX/7Lev78+VTiAEwA1sLCQh+4nWpOJgYUNbunhsP7/qwM+ggxOzImuzoFLzYBVNgskJRBC1bWOb9jNBr1GlCwrN94fNccn31M5jOTJWsJFHyPtRPIBQk+SElFbv199v7xG8Siqtpn2C4FhRK9urraKr33RQL408LCQr1+/bpJn56WDNzmdmlpqVVEaooSnHXKyoDEBHGpqi4BWjf2jiBlcpe7FP2w2+x1A4b/4B/8g5pMJvX9739/iqwoMxojxSxPOYBf5kefGDxJZdTvwEVrIGmUsW9tbfUB1mxe4MzyIf/TS0QNsnHl+Pi4Pvnkk1ZY+BtlS0kqkxnvr2Tk/TOZFOBnE1LPcgxU7nTOxAvGa9dR0lOeRKYkenA2y7x7e3u1sLAwVQ4WU5AN5PrFixe9mc3mAcmUxDn92xxtbW31iQPpp7kGZ2dnrXgfHR3VwcFBB3/vRr0SuLOEzkbOzs7q6OioWwRsTjFHEhOkItWv9HtCgj9LnOFT2TM6P39/TNrbt2876WYjCOj19f25jmwB/uUZeaoIkjFYbn2RbPPNFsbjcW1ubk4dVI13WK8sJ08m99eLJkZnnLT+FGc2wU/Eh2xFyPlNwcHcwvvssYaRqTZaD72HCJxnsFnYaizaDnIMMNf7mWOb5MQVPsJfZqsQeBO1dDAY1G/+5m/e2XMGBy8DcLB1gD4/P99Xj3COLCVlxp+GcXZ2Vl988UWXO+xcOz4+bsfmVIxje3u7s0m/76XOzs7q0aNHHRC9fGaBh4eHU7uPqRKcw2YIvR/q/V//+tc7iL5586bOzs56PjB04K8nwOJPJpMGYeSXEWYv3MOHD/ui+mxQF1iU1lI+T8VE0BC48/lV1ZkGoBGUvOvt7W3t7Oz0Tm9AJSCn+rCxsdGGTQZ3x6e7ihliNo//jb/xN2ppaan+5E/+pNWg09PTHl/2tGVJfWtrq46Pj2tnZ6eB39+dnp422fI9AMd7CLZ5/Ef2xOg5M5eUZs3sADNBS2BP1QdJFMiRfaTt8ePHdXFx0VkYtQSprqouEXB0yp65AcZaGbI8ob8DQPI5wbOqOnABM6UrdgVUlLaTUAImgK2UJJAPh8OpO7TNhTIO30T4vT+iRhFiMwANSZJMAEmlV0qoXb/mR5DIPkL4kyRHUpRAnAmTBnkbwvhknjkmmOSawSC4IMmSZCirLi4uNq56tpscECUlNMFjMBj0BhuVmVSFsi0mm9OVLdl1EhH4hPSyuQzi3tE7p2oiJiQp2tvb+zNtGbPB0bzASeTcnLEf35fE44MPPuhEezQa1e7u7tRNFAhLHsjPBqyF+VlfX29CwTdev37dN3JUVf2n//Sfan19va+Ns178OFVi80m9E/z9m30SEswBX9Wi5N1mq09iRCY8iIGKh/W3psasf9T3XF1d1ebmZp2fn9fu7m77aiq+qcjDlnyudZXc8Vv2gMzZha2C5Mw984Gc+x4l3jw1AwnOGDWrRmc8Tn/WW5cVnjz+ingBC1Vv/FnG5eQKuY7mTB9kEvVMuPltqth4h/FkPMQ5/L/jiPxzdXU1JRBkss9msh2IvSRh7k0g3/3ud9vIDD5r4aenp1O3TjD8nZ2dPyPtZ08MsBZgshm7qlqezEBqstOYbNbIY1H0Q52fn9cf/dEf9TEok8mkS2uMbHd3t48w0VifatH8/N2BwhbXDlINmlmqyizIMxJYzdv29vYUO+ectqkDN/1hsw3BmYlZYKQoDVxwfPfuXWeigEgQQYSTVKQRZ0nR+jBoqp+5U55j2PqLqJY3N3eXq8tk8/PK9MDk0aNH9emnn/Zu0ux5pDjpg6Hk2eFNzaRM+zcSZ868hx7A7M3KXb6p+CEf7NnaplKhD2Q4HHYys7u72zdWZOYJINiwkqCdo5zcdwNQa4f8IJAIFKDI7DaVKeUcqhIgMJ9sNxUX/gcoBE+ZPeBZW1vrZyQ5cjxO1f1uQADtuQgZAqzKYKMH8sg3MxBZmyx1CrbAzrwAwFQ9rcvf+Tt/p6ruT0DwWfhijS4vL7vtwHqcn5/X8fFxlzu1MSDn5puPpo0avzmzIS4PcYe1fADxth4IR5I0fVJf+cpXps5hRCZhUJ7dBr8SrxHuPHCaYpHBbDAYtI8j5jACeZAgUk/Yi7hgDHxVgOdvSsu5udAa7ezs9Hjgrrae3ESFOPm5vLxsMYItJo7d3t7WRx99VH/5L//l3sBDwUZW+F/ipXHe3t7d+6ucnz6bVZwsGSaewRfYNxtnrAnCnqSPzYsPubFyNo4kaUsyReix3t5F0pQx2Lqbc8cCqRCxbf3pbIm/wSTvzMf9N59aWlqa2uCUWI2v4A7ifgoLxmlOUhH0GX6UG6t8ZjKZdA/i2dlZ49oswXJCg/jONvEbY0X0M3lL5XO2ksqP+buby7wrO/LDj3KjCOI8mUzqm9/85t38+xBAFWxNEIYqaNiw4JgPzkolyxKhjMQXC1TuZcw6vWucECFBJUuGp6en9dWvfrUODw97It6/f1+//Mu/XLe3d5sKsneJcf3Kr/xK/bf/9t/aCBABk5QK3uXlZf3xH/9xn0Hnvc0HwAGWjtnQ0Ol55+fn3V9CmteIfHp6OkXMlEH9XkrhxiwgZqZHJfT3w+GwdnZ2WrVUFsgylQCiDzFBnR1oYn716tVUf6addoBmMLjrx3v16lU9f/68qqozeI36lBqkwX8rQ11dXdWf//N/vkFFkM3gAcDdkXx4eNiBwfshGAITFUofy+Xl3c0qKenPljkzCRFQBDcJB4fLjT7v3r2rjY2NWl1drb29vdrd3Z0CaaVv1/JtbGxMnT2GxFZVHR0dtaqUYH5xcdFNwYAYYcoSKRumnAM7a5r2zD60AfD1VBEFnLm5+wPNKbCpqKeaCUMcHYL0UkYEXspm7jRUDkVWLi4uev0oGan2JFEFuAJnJi2CiTVnZ8Ph3WG8SuYJ3pm0AE4qNiLCJxMn9bZRtSQLkimBEUCfnZ3V3t5ePX36tMekx5JCcnBwUF/72tda8cqzLcfjcfc+n5+fd/uBXmQ3IFBVXDVoLmBpknRkResM1Z+Pz83NNY4JXMqlSFgms/Ai8Ua1JomhA/DdgyoIZ0KIECE+/IztaJFB6hYXF+vw8HBqLSk3iLXE+Pb2bqPMJ598Us+ePZtSU9m2srxx5KYPxx2lOpjtO9Rf7UbZOwi3KD2p7iMYs+V3RCyrReKoxFbstOEk/dZ3wH+4mhWObPHRfjI3N9ebIPiqki3Ca85StVPJQwgRaC1QVTWVdIxG90fGWR/JoiRjtk0g42LVfauZOVhdXe07lMX0VMc9Ez7yVb2S/N17p+o9GAz6vMVsJTLP2Y6SYpq/h104hDnBh0ajUeO99c+k13jYSlVNvaN4bLxTCqBdt8kkE6wFV9k/I6qqXnwv8/79+z5DLjMCAzd4ZTJgsL293WcLAXgZpedX3W/Xv729rd3d3To5OekbIRCNqqr9/f168uRJG9rNzf1NFFnukwUhFYyJA2bfliCoFGBnUZbDqZYMF7lTriAn5zzKRD0LaRKIGD5wyX6tfB9AT0X1DCU7MnuqYMqhSCJjraoO4FQuc0U1ffHiRe3v70+VE+fm5vpmEGdKyY6orJPJpG8JMDdAI3tFAZlgI1hz1lwjRHl+fr4TDcafCYk5sYNLRmbsMjLPFqwFMd+f/ZtV1eofgPBPlg/Ozs7q7Oys5zcVECTU71ojyQx71WtFBRfIKcGOQLm6umrlBCClwum7gbQycKqB2gJSbVRa4U+5Fux/aWlpqheSD7NXR0NlCdX356HImc1nIuY5xpXKgkBpTvyOd7q9va2/+3f/blXd3YKUZUR/n75kjII5QNanBdQT/6gp6f9Pnz7t8g+M2NjYqKdPn9be3l6PM2/Lefr0aW1tbU31zCFCgparMo+OjurLL7+sg4ODTuh9T9oyH6IOV92TfX4qcO7t7fUxGb6HvyBQdnNmWVr/WJ4Fylb406yara1EEmSdPcPViy65T8xN4sCW4SqfE8DhlwSL4qZFSfyi7KaKmMnA0dFRbWxsNLHJhOPy8u4Q9zdv3rQPElX0EHov5ELJOc/wSwWHHWacRhasb6qsszuM+WlisPcnthAHYJB14o+IkwO2PZsvHh8fT7V5IHwIuHnO8adKnS0dqVynoEI5o1zzVbHCWIbDYScufmAgwg2b0+/9HYKV13zaiJdJJNWQUqkPHg44j1IsMD7VSrZL0EjM0jIFrzPeWXe9y3ofbVzxZ6urq32e52AwqL//9//+3Vx8/PHHHw8Gd5tA9OvlYa8mzJlJWQLzdwKrC8YNVLZlcYBC7lQCSJxDyYpxIQzKZnknoIw1m9YpPPlsmWpODFBHOLyXHbiLi4u9u1MwzefJ7qvuVEBlVE3XMjhqoyZyBpO9IQJp7g6bTCbdpwIIGJznZgYruJ2cnPR/A35BKRUDSgZje/ToUQ0Gg3r16lWPj2PI0snx5uvi4qJ7pgQkqoGt70h39lcJ6LKfJCLZ98Np/J01kvFJDjgdcKRYcRSEl92YD84oYKRCmSVD5X+ga4zKhEiKsl3aliAJWAB5lkAAtvFmT4rfTfKTShNwRK6sKTtxwC4QNl8yUf1wbNE8U7NTYay671vMvwcyWXLh/45g0ZOZh+rmTj+k1FgljFnCzZ4x8yqIWy9KU9V9AzWgzex+fn6+/vbf/tt1c3NT//bf/tuplgsqIKLHB5McZnatNGejkjXR3jIej/voJ72/GsUvLy/r5OSkDg4O+vgaibgNM5QbWJhkm3qiUuAMTZvaJI9pGzBH6dqYMmBNJpNu/rc2Sb6tHbWDMmNurLfxs+UsjSEYbkpwzA31jq9mmQ6pzJ7n0WjUvcNI2MHBwVSbTZbnzIkkZGdnpxNU7+3/j4+Pmxy5ru3o6KhJobVlz9kG9f79+9rd3a39/f1OEiVw1HBq0ng8rr/wF/5CPXnypHE//Ve806LFzq1jtndkwishzxYH9ipJU8a/urqqhw8fdlVD9SDVJzYIy9kE3894jgzOjpEfwzHJfpZ0rS08Tlzz+943k0RCReIj/M7qRc5f/r/v8RlKO1vIJHN9fb0PhHdE1NXVVR+3ky104oP1cyB+zh+cS/KHDxgX3zd36dM+LzYm3+GvSPI3v/nNu9gI2GXMfonRcTYM1O9yjMXFxVpbW2vnRJ6QM+VGDsLwqGfZyM7p1tbW+sR0k5Wff/XqVR8bsrm52Tu3yOCcG/lBWIFbbmqgZpCjkUx/riRK8r66uttld3R0NHVa+qwcLTiZq5WVlakrYYAfmZmRczSACwQ5kc0rshqqicDjWiILzpioKtZsY2Oj/vRP/7T70nZ3d3uuktRz+qqauvHizZs3dXFx0SXZhYWFJmGXl5f18OHD2tvb6wzLfAJ3jkTFtBapcCFvAvys8ytTUVRyzC1xx5qYx9weL8MGXFkWQ6KUP3Icxre4uNhX9+UhogisnYKj0ahLuAK9Pq5U3AQwc071nc0CgXZubjIf6+vr9eWXX9bDhw+nMmjKC3XJDuAk4Owvk7/8e9mu+ebjlEcYIkvmU9l3y0+zkd7aA7XT09Pa3d2tDz/8cEoNcHwEopQN7ubSM7LnjjqcqlK+H5Uly2aSCQmlP89g4XlZ/pZADQaD2t3dbZ+TkF1eXnY/UfZHU1oFM+9N+RsOh70ZxIYo5VxjlPVLRGGXRMrOYUFpMpnUzs5Ot2zwcetHTU7btYbmNPuYEGgJgPP5ECtKmDWACc4MNI6q6iCZhJ9yxYcHg7vd+3t7e7W6utpJOzGDzyPjEgGkMNVJfZ0PHjzom4Dm5+ebWCoPe2ftEwJuVgdub+8b/PNcTPi6uLhYjx49anXOBrUPP/yw38dO4GxNyL5dCTDbhx98VSzmn95ZfJeEIPQIK2IrkUvS5Jn5d+ZYjIKpnpGYCk8T92Y/79nihorg5uZm+wfhQ6UQIZKMTiZ3LQJUTbFfX28m/dYke+nPz++uEf3a177WpP/09HSqeidRhmO+3zxPJpPa3NycwkTKex7An/MNXzL5yf5o4/U9fjL5TUIoTpp3yYaf0be//e2PB4NB/at/9a+6f8sXK+syOs7ioYDc4gIsQV7wt8U7ZeissQsSecr/9fV1ly1k2SbCZAjGb9++rVevXrVRMCbZmUzAc8j8ellc4WL3WfZGjMfjevHiRW1tbdWjR4/6qAbZno0ilJJUSrMfUcBO40d0AFIqCOPxuD799NMOsDJL40fEZc3eQ+Zv4wMjBcTWI29KyLOzUgFg1OPxuO+uPTw8rKWluzt5zROAcm2fdbu4uKhPPvmklpeXuzdGcEE8HPLNiAVkQVCwMqbsLRLAEaT5+fl6+fJlA4ds65NPPqmHDx+28+iNy14goMWhza+fzKqpaVVVT548qarqoGesVIQMDunQ5oi9Ao0sMyapRWr4mAQqr9HLf548edLlMiWMm5ub3nSCUJhDvpFjSSLj3ZA1/XT+PHeks2+ZeKokqTJS5lNdFdSePHnSvXFbW1sdULPckqp5qgpJcMwRIpG9yH/zb/7NGg6H9YMf/GBKiRiNRp3ZS0r57Wh031tUVd3on4mTZChVGLfjDAaDPuvz7du3XbGYm5urx48f9zrzc0kgG2P7Nzc33ZJh3ow3y1iw4urq/gahwWDQa1NVre6bF36fyS2SlCX30WjUmwPzHnl4o98KKWQnYozdndQnCtf79++nFCPxhxJKNXvz5k33pVo7BAzuZglZ3HAtnHj2/v37qVtXbm5uamtra6pf2DhhgrWBKfzI2aPeyZ/7oSZKGj777LP65JNP6vXr1/XFF1/Uhx9+WC9evKj19fU6Pj6ug4OD9lu2TVUeDocdM31XqtNV90dkWRvjgV+qO5RaapbKgLgJD+AkBTAJNryjmFVV481sv6GYYWONGIgkwhn/ZK9pEk9rn8kz8pMtZ2w9lVLrmwp29qBLRGCAHbrGc3Z21uV/+MMeb25uand3t+MAW8+2jffv308dao8Q41Kwld2bA8+hrEtyYac/I8ZYf/89Pz9/rwB6yar7JmkgK1s1CYhfAjZHk8k4lJn066L61dXVKUkzSaYdYpnhv3nzpg8THgwG7TTI0Pn5eW1tbbXkqmdFEF9dXe2JMplq84eHhx3UqZccmqqgBH19fV2vX7+uJ0+edElTJi4TkjUsLi52o2lmYs5L05SNhGUgZxSIpZPLPY+BZC+m333y5Ek/B8Do1RB4h8Ph1O5TagcSgsibKwTZ55UBlKKdx5XlV1eDIdIvXryo7e3tevXqVWceyu8XFxf10UcfdVmSYwk8subspUMAlV8FTiWnjY2NevToUd3e3jb5+frXv96AZI3fv7+7hDuDHjsxjwgGogi0UsUaDof1+vXrqSZhgMW+vTNSkv1Wdts5bFbpmR+kis1vjA3Y+T7P4auvX7+unZ2dDj7KgoJ2grGsHXFjH5PJpBUVfTXK5Fma0K8H/BBMiWCWrOBFtlXIfrNt4cMPP6xf//Vfr5/85Cdt89Yh+58EQM/KAMCe/WQgyiBi3vwOsiQxkoz4XCZteu2yzAIfralqxqtXr6b6nBAhDepsijoMT9zcg5hRPbe2tjr5U4KCneZ+fn6+njx50vac5FxCNxqNmpxqes9y4cnJSZdm2VO2M1gHm+YkAkdHR51gZduKHijnKvL7q6urvgPZ2Cmy/AIGuX94b2+v1T0JefY9Zi+xPkCH3CsnIyIUPd+7trZWr169qrm5udrZ2ZmKf26MOvi/dP3Zj6VZdhb+r3NOTBkZ85AZOVdWdVV3tdsY4RbcgGSQuEGikS8Md0gIWSDEDfcIF/8KQlgyAhkbEO2+MIMt2tgGuV1dc3XlGBlzxInIyIz5/C7i+9nxnHD/QkpVVsYZ3nfvtZ71rGetvd6dnZqfn29PiHAtVdWIMZt035725GCPmNvr9errr7+ud999t9m8+KMCMDc316pACGI+tjVJi4DPrnMN2ZMS+NbWVm1vbze/yMMcYhPykvEawU6SmQq52AHXxSK+wpdUG1WV8AWJqtdUXT1ykCoKy7L07LtcZ1a3iAinp6dtH9konPYdqcqJO3mf29vbDdckRdRi0z0kheKvvveMfamMSoDYukoEbCLOEG3srXu2DrAqBYvrPyOMjDQJhGXO2XeDYCRpJJ3L6Le2tlqjoRNdSo6dTqeBiX/PB0sLTPPz83V6etoeFYa9Hh0dtcySQiibAewYMCJjvEiqC8vLy82Q0zH1M8kEKEV6cRic8srOzk5T2hj91tZWezwaoBgbuxyC7SRo9iVRB5U1bKADNIIrB/Ia781sX3akPIFspTG4b4B7fn5e6+vrbU2RN2SXwmS8DIOcnJwcKvFqZPf5ExMTtbGx0RqKM3gw4K+++qqRT9ln9ovKsAV2mVUCu+B6enr5aD9OtrW1Vd1ut4FJv99vI1sGg0EbhVF1ddhCuUSWnYo1kDD6RKbmM2dnZ1vZDIAIlEoWslI2y6l9D4UFGQZQ9oL9AiPgptm86mpWoz5Pa569j1ShJFLABkC7JiWvJAWa1QEOAMpnxypp7u3t1cnJSU1PT7ckQ2JH+c3StjLfF1980e43e4SyjJulfdfr31JpcI8J/kBdkBA0qQLZf6Vci4xngNMvJYkwO3B9fb0pTv47NTVV/X6/BR/g//r169re3q6FhYXWbpOHnDI5pJJRYiR/SBiCQ2GoqnZQga3Acodw+v3+kF9SZHq94WfIwi69mdZaIijxzCcnPHv2rCkmCJ/kQhn31q1bLeiJBzDBI+BgFqKkZM8fYShstR7ULQo9TCQCIL+IkV5uceT9999v/XCCrhi4sLBQ9+/fb3ZCJeWrMzMzLSHt9Xr18OHD+sVf/MX61re+VSMjI/Xq1at2yGZxcbG2trZqc3OzVldXa3d3t77++usWr+BKVbWSNOKRdp7VNK0asIIggRCMjY0NEXvXTuk+Ojqqu3fvNttQ/lc5g68wGckaGRlplSgKMj9nS2KJn4uLi6ZyIdaSL8kNe8RV4Fm2CYhrlMg8IJKjsCSiaffsJ4n70dFRa9/KKhBRxl6nyjgYXB5mMrHkyZMnTQwjXmW7i32h/OW0D3FE8iaOwy1rIMbjFZJQvi5Jvf4zkqw6JVjOlYAqqxIAASm1gkLiFJcM1Qwtde8ckQFQAMzR0VGtrKzUt7/97TYSBoC+fPmyZVmaj09OTlpzpUCJiY+Pj1e/369Xr17VgwcPhkogMhCEErhMTU01AucYNtXGwvq+73//+/X06dNWcqyqWlxcrLOzszZaIq9Jdulzz8/P29BRcjCVhlGSve0T8kC6l1lkdq/kJ9hTp4AboxobG2un7qyxPT05OWkAorQtQ5mZmWlldWMsrP/S0lJLHly7oOP6EC0/ygWCHVtkc+xTMGVjbDVLgkpOns35k5/8pAUzdkEpUUKXqVGi3DfAyzJuKiDAtKqaYowAZbZJqrfmVDLPZQVWWeYHxtbFGin7IKhsBzghDgBaFu1agB/wRzZTBRTcU2nODFJfryCjH8+II6RpdHS09vf322fBDwoPW1O6hB8CMlKcB6qotkbpINTXSa1gAAizVGcvq65K6lRka5VZPXJr32AQosBOBWkJFDVconB4eNiCkENmVAUJctqY3xlS7n2CY+4LxQEeAH4BZ3V1tZ3oFASRT/P0qGHaBfhetqYoh8MWyUgq2JLRLFGm0me9+dHu7m5rE0LsOp1O61Flp/zWaVC4RlCwvrDa66kyVVdl3Ly/Xq/XTu97r2TOKW9+kEmsRLSq2viWN2/eNF/nh5OTkzU3N1ff/e536zvf+U49evSoHj58WN1ut168eFE/+9nP6p133qk/+ZM/qVevXtXa2lpTaGEUjGFrekqRDzbPJrK9w+v8fxKmJH9LS0vtZLJ+9SSPetfYNbzJigBMsg+qE2KKa1cuFcPZZSp5/NO9+nf3zA8RG5zCdWXLmnXDXeBuKozpi2/fvm0Pk/Bf1Q8HJsUV5FHicnx83E7iS/LFTvdoj3yG9ZDAJyaJH0nuvJY9ZjLOVq+LJ9ka4GeE8WSvA+ZrZhEJngKo9MR4sFagK6N//fp1LS4uthr60dFR643xvVmKM1Pv2bNn7RCFINDr9Wp2drY9nUMQoIRZVAvLMR89etQCJ5ULiI6MjDTg5TC7u7u1t7fXAgtSLHDouTs+Pq4vvviiGc3i4mI7gHJ8fNxK4BQghnv79u3WXK1M5u+kcQZKtXR/jJfhKH9TLLIBN4krp0R6OCJnSxna525sbNS9e/daNkIdPTq6nDMmMCm12++3b9+2MjvFU+aMPCgz5aw+RGR6eroFg2w1EGT07+idQISRFmuVjb/AWnsCkiUbTSUjT2gByfxM6o1AoZcAACAASURBVJdrMvjUEHKjZ87Pz+vOnTu1urra9g1ossWLi4u2loCWr42NXZ2czfKIa+c/x8fHTbXmE2yA7SFQeqesCfukkAC4PKkrCfF9WW5wncgEYmnvgOnBwUFTECcnJ4dU9JxPaA8lhZIw9koF9z7qELLJxiUR/C57is7Pz4fuj00KHgmmqaAYt5MnzPmStXj79nJY8a1bt+rhw4etxzFL4EDbuvhsvpoN9Gxve3u7+QL1z2uVHJPs3L9/v/r9flPsVHgQQ8Hm8ePHQ9WfqsueRknLzwu2EpNc56pqcwIdCnStfMf9sBWflaX4weByVmq2Ogiw1jtj0WAwaAOLsxfQ98Ad12vNrLX2o9evX9fu7m5NTk7W0tJSS2TsTRIshxapkrkmrk3PlkHag8Fla9Tc3Fz1+/36+uuvWxvQD3/4w/r0009bkpHJyujoaG1vb9f29nazP/EZLiP+9ovPwrmDg4NWpUIOED9J78zMTKvipRLX7V4OuL9x40bDNwqoGJe9mplUITHEA7aPuCMp9l+yVlVDlT22wY8lVz7j4uKiPd1EsiEOiiNiZNos0YPdqXLAQkms+GA9tRZZ60zCJddInr2gIMJv9pgYipjjXNkukckVH2AnfuAUIQsful6RykNzVf/fKeAESR/gpn14Lr5NRyCQhuwLYkx54XorBEQOprRWVTU/P1+DwaCePn1a29vbjSRQ6hYXF5uaCIxzpImeG5ni06dPW1avDDAzM1Pvv/9+bW1t1evXr1sPRbd7+SzM9fX1dhrMySOK2vPnz1tv3PWMNXvuABGDqqo2CJqaoI+jqprT22CZEmNM2Tr3StmUUwD07CWyV/oqqBbb29utLMdQs6wMdKhhshin5c7Pz2t2dnaovK+8ur293U5XA6IMrsA3G6WVaiUTlKUsWQNZ5UbObs2RqMzosnwssKTCyKZ7vV7dvXu3rb8eMCfh2fTJyUkrgRoJpDQ5NzfXTovrT5LM5BokueRzY2Njtbe3V71er2Xi4+PjQ8+FNt4C8ZUwZCuAAGttk8wleUVkJB+IqKDNvwFVv99vVQHl+cPDw9Y3e50oIhXj4+Pt1CoVGFn02al8Ktkg6QgGAE8FbzAYtHKN7/d6aiOMsRYSRT956EB7w3U/ozjDNoqWdhfBVE/RN99809o/Li4u+4+npqZqY2OjjQdyeIdygJzYh/Pz85qfn29Jpx/JevbMsZU8kEHRFUhUG7QtrK2t1ezsbFVVS+ao+vbJvQtYWh38G4XfJICzs7OGDdPT00NJnkNvMIl9Zp8ygpEl/OtJsL2TGKVS2+1220xYAVubgCoVIuzZ6FqPdnd3GxFS4WA7CA0lWqKU1ylJFpvExKqrOaITExP12Wef1W//9m/XkydPWtxRyUrhA+aJl1kdgc2SSn4mphAA/B7GS3bFNAJEJrhs3D1ricqDmt6jzQDeVl0+yjRLnPv7+0NlSthCgU4ypBUIniexlODDgqqrKQ2un6oH42GiuMdviQJiQ/57qphwNhPjbIPT46ciowrEF2CrtRDDsmrBt7XKsQXEGV5IEMS8JLLZVmafxWIk0Do46FJVl88CzgwPOGdwok7kJiGDQD03OEkkx1A6pVoIxDaBeraxsVEzMzMtUOVsp+Pj4zYGQSlBk75s24IhLlXVypF+1tbWand3twG2TQcy8/Pztbu72waHTk5O1vLycu3u7tY777xTOzs71e12a319vcbGxmpjY6MODg7q29/+dsuwGcXFxUV7nZOSNol6ZuO8l1LDsTF611d1Je1bG3uHMOqvEvAQF71HgFOWwJhk8MgKY5udnW2BcmxsrDVUy4zzlBJFTOBhD+yD7WSpUE/OxcVFOxmsAdpaCbhOobHT67aX4x48LkdpJhtqZcNAUgaW2aVB3ru7u83ZJRMIruzPHubYB0ESyREMzBWjcAAFfVLmhlErOC1/QvzYA5vg5MDGNQkcruvs7Kyp79lrCEB9nj2xV9knrIUhy9quFSi7vzx8AW8kJRSpzc3NRg6QiOv3z+8FPC0W2SdorYEgsIQhepP95DomDrBRfkiRpAoBdVinVDsYDJrCooE/y79ZGs3HIiJfiMT+/n47hEBJ6XYvG/fv3LnTSLkEKfsEkRr9gEqcDg6wxSTHlGtKuAAKt9kN8uA0szKdxJLKI3DlwSE2kEEoe3H5XX5XVmMcgLJP8DQxMXuj2Iv2Akmi+W7K20hHJjwSTesjWc8f2CrIsxU+/8477zT8unnzZr18+bJ+//d/v/73//7ftb293apKBADfyxYofPwLzmXiK+FCciTyxqPlWsC5mzdv1o0bN2pzc7Nh48LCQlVdETYzYRGejB/Zx5akvapaa4M9lAR4vQRVfEJ0cu0p3ckv7H/yDXaZpVU4ly0v4qfryXK+7/55ccrfxY0sKeNBSR4lKxIk9pen5DNh8ZPVGNfBNzMhst8SReuSBDCTDv6vgpSJV1XMAcyMzw3qtUoVKssegpASkzKkrMXvOV2SR/9fdXVKdmZmZuhxTcAsjUN5NssHDJIBUhltMLXBAFyAyfD1Q1kcAHZ+fl7Pnz+vW7dutdNSz549awrBwsJCzczM1MLCQnsayXWQt1l7e3stM0SUktC+fPmyEReBkfEgcQCSWpMZTlW1HpRU+agLCwsLbaQAQ6QIuVcqn/ESAND3IjZV1R79JqMGBJOTk+0B4K5PSRsQZ1YnIZBNUgoos6mkyuomJiZaT1U+s5J6ak1GRkbaKWoKFXXFHrHBLE/5zouLi6bamuxO8cvHYqXzca487CHbU0KRvbsuhA/oIWKAXz8monZ+fjlUe3Z2th3SANKuAbG1/9kakaSMb+3t7TViLKglOCJP9g+ByX5D76MGsGUkyTolsBqZcXJy+bzdnZ2dunPnTktMvM5an5yc1Pb2duv7zPmI2lZcFz9DGASIJG+ujc1QFCVwglgGG5/Pxvii3mBjlgwG39jYqNnZ2To+Pm7luIuLizZCQpLLvygC7BPGISkXFxe1urpag8Fls7n9lIwp0ZmvNzs728aaIFvUrk6nU6urq9XtdtvQbniQSWYSaypcr9drFRvBFd7ygxs3brReaHac/WcIBizPexY/KE8Cuu+i5F1vAXHgBS6Njl6e4n3z5k0jNWNjY22wb9pw9hXzP5WKJJi9Xm/I/tgbP1GVWVtbq8nJyTo4OKhPP/201tbW2kFJBI6f8hnrq/TKXlRrrJNYi8zBkTwtLE5ShlVx+CFcSfsRD9kSHM+4aK9hJ6XbGuaj98QWhJayRuzAP5BaSQRfGAwGQ4OWqbPWO8uu7CB5Td5vkiX8YGJioiVoKkwSDraRJVbEruoqeYEPqmDWwWE3lams8KW9pQqpuoI3JblO7iRRTZ6UmIuTucesyA4RQG9IFqu8mv0UlMBUTXw5J1EWHBsbq//3//5f3blzZ+gJIrl4SJ2/5+RxZSDKkoCYj0vyORaB89gQAZeB5Fy8nF8o40UQjHYAkAcHB/XVV19VVbXnyVK4kCqvQ1Iw+cFg0IaophEKmEYPGDMgCNs42Vw6mg1kYN7j5JX+OCroZ5991srOeVoMSV9eXm4jGxAlhKLf7zdAlV3u7e3VYDBoQY2BAq7B4HIEjFlRDJyz+v7BYNCeXJCGDxQySeBsSW6of5ze2ti3VPKQSP+eo1QQUIBM6RSQnQgHptQwduaAjCBOKUKKs7SaAToVLlmj31PiBP9cM7Y0Pj7e1AME2vsphak8UuSUwwEyUp8gk2WH7FF0rU6+KnG8fXv5TG5jnEZGRmpnZ6clIxMTE00VY/N8D9ALRg6RXT9pTHG1lrle9h75TKwBzgmaSQDTdtnLYDCozc3NoaBUVS3o+NHIDh+VQPmr/lnXZF2NDaEwS34Q39PTy6cyaI6HORKdLMEBeiTWv+khGwwG7TGbrkk7Sa/Xqw8//LCN+4FdcIwd5oBl9qeSAz/5OmUYKWZ3CwsLQ32MqhRU9xwNZN1HRkbaSB6lMXsJH1UErBUsYQ/snOqYB4coza4xHxNqz+CAeyQoZA+byoUEltKUhxvsHUw3NktSmEPjJdJskxCTPXeSxzyUhLiw0c3NzZaQdDqdoce0HRwctO+oqlaFgb2Li4vt2o6PLx9ZeHh4WP1+v41Bg5+SHz5kfVLVyuvKUVzEAdjGPsUwduk56YSkFAfy8KLXS0izlUT/MD7B3rUKSCrslwQh4xH7Oj8/b8kru7ff4tLZ2Vnr62PXSObIyOW4L76CHPp9ttrZ62yHgDeU8sQhfb1ZcZTEwfuq/+9RcBcXF/Xv//2/by/IXgYZFhBW8ydZuwiEBjB/+OGHLTuUhcpgsXiGIXgKMtmnlbMJOab/Z2BA3oJz5ImJiaF5QlXVVC1ONDIyUouLi81AbDASgeAyJo7LCBji4uJiaxq1+UaQuC/ZNdAUoHZ2dtpG6RFESrIBNDNEPTscCxAIKKniLC8vN4NFBhBFJ+qUrqxrNnKTy/f29tpTAQAXAiHLYyPZM5cqTlW19aBSUFo8kspnMlaZZ7fbrfn5+Va25NipdgKzBI4EX86ciY3/T4KcRD7HUNh/RCXfa7/YoD1MEmrtZX6ZxbFx/a7ub2JioqkoWdL1d4DoWoCl76TqJenJ5mDr5vOADfKITCiFIyqjo6Ot0f358+dNifC9FB97WHV1WpICIMhOTU3V+Ph4ra2tNRUd+QW+fM53y5LtS55ItFYJqBJBxOPv/J2/U71er/7Df/gPDd+QnvHx8Xr16lWdn58Pgej11/F115gn0j0BqNe7PPSRLR+SgwTwt2/f1s7OzpBKQwnSawvoYa99z4Nd/EPAQwq3traacs1unC5XGkfykNIs72eJiW1YK/tkXyhSsEIcSQWI+qt3a3x8vPV4s6Fer1cvX75sDf0qC6neIP2wkm9K8iV2WkKo1xQymMSPPBhgbm6uJV5J5rOv2l7u7e01MUAgTjKOEHW73UZ4xRzrmqTjevsVApF4mmVSvuR9sEWvdE4O4A952AS+8EO4oHydSRM7hltsLMuUEgXrMTFx+VjIhYWFlph2Op26d+9eW0NVOpXHrGQZV5NnCtyjP+4tyVSWy/UFZ2JA9DCuamFhofkqkYEYYF/5J1XUIU59p9fJOjsdHb18mgkepN0Dztn/xCzxB16wVXsNi5DEjKvshZ86jX14eFj/+B//48t48dFHH33U7Xbrd37nd4bkduoIlUUAFxwAiFIHwEDwZArZaJrzsvwRQJAJm5NqAMdBTvSeIWoyREqVGv/4+HibPyZzQADn5ubq8ePH9b/+1/9qChxZHugzeCBI1UFwKGHHx8ft1Ks+MuUt14noIJ/j4+Otd4yaI/vIa8gDCylDk9ftC8BUBjajMDNFhAbYMC6gI3j5O8WP6pZy9djYWK2trdXHH3/c1s2a9Xq9tuayn1Qvs5zgv4K275TJ+SyZMOBDiF0zexSslfAES1l6Aq7gI5hnn2smJcqlbIvip0Tjc1Ip8n38p9vttlEa2adi7fQaIWGIlNcCCPvg2oBgKiNez7by3n2HP9mXmKUlwc73IQHsBplaWFioDz74oKmafrJnj33m2tsbwYlCNTIyUnt7e0OAC8CtgTVOtSGJfdVVIocowSTN7CMjI/WDH/ygOp1O/dZv/VYjY0h8t3v5NBX2ODU1NaTWZtARbNKnEAnfNzY2NtRvlwGZj2ZP1ezsbM3MzLRHSWXZyBN/zs/Pm3JqgoJAjbDn3FTPr+33+62Rnr/DTGVWPpOKfO6hkrQqgdP+o6OjbTZfEpnrWJM9jeySjVVVEwzevn1b9+/fb++3156NvLm5OdRED0OSGCIkbERiLtaw1YuLq0csEi6uE6/ce37Itihx8EKJ279RycQU95olaD+Jl+m7mXz4bhiVgojPtW4OlQ0Gly0hkvVUhWAVNS2VdglcCg5pU0SDLNuzR3jGXyVK6bfs1PUlkUtRJRUx9sTWrZ8YIbawK+/xb0m4YYOecYqq32dVDh7hHqOjow0f8AKKIgz1Oyo9zGdXaS+SV/eQPqlnNdVK35GtXapksNwJ57W1tVpfX69/8S/+xRUBrKr6b//tvzWjw9ATfBmE05uMJ+vaGDxFJ7NnWTujyKZORu2/MqZ8lBVnY/QZ9POB92k8VC1BQ1BBaH/hF36h/tbf+lv15ZdftsyW5C0rVf7Q1Lm1tVVra2vN8GQNe3t7tbW1VbOzs01t0W+YcrQ1kLUxXmSm07k8xGLzMmhwDgZRVW2UDNCamJioFy9e1I9+9KM2Vd76WVdB0mfprcpMl6IyNjY21EANYBYWFmphYaGePXtW5+fntbS01BzCXp2cnFS/32/X6DpTDVLm5+QARSkmbcL62Atr4O8JYJzVvXIQ65REWBm32+0O9eI5mOQPYm69UtWzh1k+Z7tZ1vJaRA0QOTEK5NyrZGthYaEpFAICfwP4WUpwv0DIWiGaxqcAHYHOd/tMT4RJMEEcer1eU0OtJ8VBNowg+WwAPj093VQC/lpVLUNGPCWkiE2qlnoir/ca8ysJkOvNIFR1qQB2u936zd/8zfb59st3IzCS2FQg3Yf2iqxApAICm9y/wCQRoiRLhk0fmJiYqNnZ2aF+oV7vcgbq7du3686dO/X555+39yI91wmVvUw1O5Wys7PLUTNwnw9KYK2HhJ9AoNTEXxBifXGeY4uIuRa+6odtwh5lX4lMPlrN9+VJUAFaX629oDTzWZiE1Pf7/friiy/aI/ngtRI71SlVfbYmYGcVJVsRBOFU4fPe+bakXRlduZqt+Cxxzz7AskyIq6phvBYXv4PdSUoGg6unAyEdiBnbzZ5oe+a64IsklkKVfq4UDmvcM2LlENFgMGhjxNiBfeWv8JW9ZFxUnncvuIF7Vb7l54klDx8+rHfffbdmZ2db/MrYkustOXSNiN/IyEgb9ZOVVBji767Pa9gCpRQv0D8sDiCvWQlJ+8ikPqtOBBBCmnaAf/SP/tGlz/3Gb/zGR51Op374wx+2BQUigIND+zdkJXuuGDjFB0BmNmwDBOmUWJEAP7IcGRp1xvXZPITu5OSknSh0iIERzs7OtoMcWPTu7m7t7Oy008CIqB4ujuZZht1utxYXF+vb3/52CyoMeXx8vB4/ftw2BBlgxGRmBix7VP4WKL1XE65m6gQLgV9mxMmQ1/v379cv/MIvVL/fr83NzVpaWmoKgOyf81lbSoF+IYafpRMZBMeZnZ2tDz74oAWtHMx8eHjYAjw11DWmfO+/6ZhLS0vtOzLrynIn+8iSMXJJbb2eNEgYLi4uWtCenZ0d6o+xP1mGse7Z5yhgHx0dtVl09toInmwxcL35+VXV3kcRy4w4+/cokghp9pRZkySgAo8EDsgoy+v7kT3ycaQrkx/Ayd9ScXZtSl/ZFzUYDFqPk/uHCfABliSRuP5YNp+FoLpH/nW95yvVNJk2HEtla2RkpP7u3/271el06t/9u3/XelmRHAQJ9gDo7MuxJtbXH37KB/L64aFrt4/ZJ+vpO74jWzv0onY6lyf9//pf/+vt+bMChoCvGrG3t1evX7+uo6OjWl9fb0/ocR8CxM7OTrNDZMJ8vxQFjOqAf+wiCaRnpPNj781+KXspuNnHly9f1u/+7u/Wxx9/3B5nyC5cm+TVHEm+YCZeVTUVkr0if4nvCJ8DWXybuiRxlehI0CmeXgt/+aNryYSLXYiBfDSrIsgLNZLPwmrJUpJFwV1fsvtNHNWe4fuVp2FBqo8SJT++W/xNlY9yhwilCCSWZemcXfM3rUbEBtfOLiUp/v86nsK+VDO9X1yHzapa2V7CPog57KKqhgQP18vXEW1rmVj96NGjVkoXAzKpFY/5d9WVKi3ZlMASYwaDQStNwzO25rvZEKwVo9Ie7t+/X71er/7+3//7VRUE8Pd+7/fajSNeFxcXzbiynKZskzK2RceiBQNlggTH4+PjWltbq+3t7TZp3QlURKnbvRxxAHSVThPQbQxy4sQNwKEAjo1dHnSg3FAMU23xeTIRkr7XZW9RHgAYGbl8Bq75bQJ/ltJyXQXU7LViGKkcWScBl1Li/gULwCNbv3fvXv3SL/1Se96k7wTIo6OjQ4+jEzDcF/ARPBOogMnbt29rfX291tfX20lNBEUW7Z6zdJytBD7LfXW73Xai9Xqmp1fCmlExEBRgy74ySMuwOXwqNgDZGiKV9hvIGI+D6CbZSnUp+904ocCfqkCWCi8uLlo5hj1k/4bDAQj527dv25BxfgWc2Y811p/CFq+DKNKGjGWfUva9ZdbpDxIqa4UNgNJ9S26otuyIfVnX7Pvx+1Rd7OfNmzdbHyK7FShSEVSaYZNIJn97/fp1/dqv/VpVVf2bf/NvhhR9GXuqqYiXz6y6JOkeEp9VD74OK/mH77Au9gUhgam7u7tNAauqun//fj148KA9TtLj21ZXV2ttba0FIEpEDsbmP6enl4/YfPDgQc3NzQ01uo+MjNTdu3db2dV9uUelKK/X78Q38gBdVhDgOH/ye4mde8xkempqqhYXF4fKr06AnpxcPiJMu0P2/vIvB42SnCMBU1NTLSB2Op1677336rvf/W7D/FSSUoFnQyoamWBaE0TP/WZSay3ZcLZfSFasF7/2d+/LJEwLwOLi4lACK7HK5JEfK8kisq6PQsU+HUSxtqnO/zzShTAaN5IiBuz/eaOTJiYmGpb6/CxhXseVxKHx8fHGB+B4Ypu1SqUPYc147PoPDw9rb2+vxSu/F5tyn/1ePMkqRsa0qho6UGItcaq8jrQVWCDxZL/sxf1kpfb8/LzFrSytez0RxZSFnZ2d+vVf//VL23LB+RgjknmWQKqqNaQnOLopwC/ryuCeTBUZAKTGr5ydnbXnWFZdTawmuTo5dXZ21nqwqi6zbDfPWc/Ph2dZmTFG3Usp3Ukkf5c1Z/aRGevm5mYzJAFwcXFxaIwMw88hpYwbeXB/5nUBr+Pj43Zq2MbrHcnyp5IGoiLL+bM/+7OhcS8vX74cehqLR7X5PoSU5Dw5OVl7e3uNvFdVO8VtXfUzHB4e1u7ublMB3b/rlDwovQvcOdJhfn6+ZT1JHC4uLtocRiqTJARRuLi4qJWVlaFgytizN1XgpXTYg3Ro0+Lte2a7yJX/9/5U7OxtPuaM7fOPVOyUFLOBnmKWKnmWUX1Otl1QB70m7x84ZSCRCU5OTrYgDvgkUoAxT55RHVwrcpBldT1A7gUQ5xNNckiuwOn7f96fHH1UVe1kMJ/ll6kuCnjWP0GdEuQe3Yff2x92mIqRzxGMXrx40Ug5/2OjnryhN0/ZOPeASsrPPPoMMVZes44Sbk+GEHyTsFVVUwTti95KirME6OLiogV8lRAkCIE8P7880QsfBOdU7ay1iQTZqA8/+Y49EGOyjAfL/spf+Sv1y7/8y/XFF1/UT3/601ZFQIDgxevXr2tmZmaoP1NShfBkuwwyJIHc39+ve/fuDfV2Z6JKIPA7JDZ7T/UlJj6Pjo7+hdOXGfCzIiSBo6RJSpUi2Q7bzPYQJM89wxqVAkINTEtfsR8SB/vgST3Zz4uI2DvzS2E7AScnJTiElrMdEbg8rZ3rpornGra3t5vfaZ1yvewF4YNRbIu9+h6JixjPb302fETE4GDG7WwrkpDDTQdM2Fm2PCS5SyyFJUnuEPpU0rNtRLyhfhsLlo80ZQP22xrhE/a6qmoE+8SSMwNXdsCuGT15c2RkpJUXer3LZv1+v982iMHoDTPVXuDUwNvr9drTJGSGjAFo5SOCBEbf6bnD2euRU7RTaiWxV12NvSH/O0yiCdvBDM3aygEMD1M/OjqqxcXFFvgM1MT89cL4Tk7IGDwhQL+T/hYnIq29jIfilcFRRtXpdGptba1Jxp6wcnBw0GYUzczMtIzW7/RnABhGxIky2/Ia4Jaq0MzMTJuZh/QB+nQEtkQtFkQQhampqVpeXm7Bjm0CtdxH1yLwZNkjWwgQWevG3rLcOzU11dQAhIICkSVTtjM6Ojr05Ah26bMzGwYeiFCn06n19fWm7BwfHzfyrvSFGCM+x8fHrZwHiLReUDrYB7UDIUXE3RvfzCZi95ftHYhAgi67p/bwS0EXqbpeks+sP68l7fw6IAqak5OTDWMQI0SNygjwqHlsgT8K5kkIMylMRfS638GTVHXYih44tmnszenpaQtqMCQPvWlb4UsIVSYn/FYSTJF2//ZGyXF9fb2tNztl45ksSPiy19Y1Xi+1sw9BnB0IZn5UbdLuBbt8mkuSadd2dnY5M/EP//APa2lpqX72s5/VN998UwsLC81/2DBMpkSlz2YAFzDttye1IIJ/9Ed/1HDEdVEB3S/bzDFlVCFiiO8ZHR1tBw4Fav7jmpA/fg2rXLvrzqDt+6j0uVd8Ln0hVdUM/EaFwT3Xd/v27RbTTk5O2tNUEBSKOuWLyPH69ev2/8Y+Ze/t9X56fpPCEN8aDAbt4KDv5cPaIvhzp9MZGuOSVcY8DIXMZ9+we04lEFkViwhHrgFJrapGIgkF9t99Zpzkn/Ch2+22+EuNlejBvLwP/28MUr7GNVgjQtj4+Hh7Mo9rMJFA8twIIGAUYIE7dnzdIJPYdLvdunXrVlOGlpaWWjmLcVdVM6iTk5P20Hjg8erVqzo4OBgKWsoiyOT09HRzqpzTlMEfCMt4MutKkNd3cHR0VPv7+3VxcdGczxBZk+EpNMBZZu7+EV1lOn9kLgKKLEYgc10G2vp99llYW+uBCCRYWyd/F9g8y1IQ4jyMbnFxsZV1zFZDdvWFMM4Mvlm25rh37txpQ0aBnFlwwMp7PE0EsUSczBqUMclo9/b2hoie5MN9y+TYW5ZOrKU9MwZjYWFhSJFIRU8GOzs7WxsbG0MlD5/NHhAQ5Obrr7+uR48e1cjISLNXZSvBBQAl8IyPj9fm5mYjYoJGHupBWgVK/SfGM2RJhmLOrrN3k1LV6/VaySNVNOAquPJ1RAnAuZ8swQk2gAi5pz4iipI7SVfVlTLpx3dV1dBjKUv2gwAAIABJREFU3ra3t9s9I7wUV9eUgJ59hpLY6+V7GJJlMT6VirR5ZSoUvo+feXINZZyP9vv9pmTbKwd6fKeSFmKIRALrsbGxppqkEpiN7XBwc3Oz7b2RLwIojGAjcIxSSRVW8kYw9/b2mqokNmSCBSP4tKR7c3Oz+VkGSKqlPUgC2Otdjhra3d2tTqdT3//+9xu+evasxy16LxFC4o8AZPVIglxVbX3fvn1bc3NzjdDyI0QDjrh+hCKTCjGFQmSvz87Oamlpqba3txtZyvmiWU3zGZkcwz1VMDiUKjffzDiUIo57otr6vtHR0aYQV1U7jVp19RQfCpK4nDbJltlSp9OpxcXFOj09re3t7TZgG9bAQj2xiDROQa1TXWKX8AnBSXKX5D/JdsZp9ySZE/P8nW/DHMmzxIfvIO0qIMg7+7BG8D4roEkCYYbqIMzkz+xZApKtTSme+Gx+w/YQwpmZmfrWt75VW1tbzXYkrQ8ePGg+WxVPArEIQN9xZpkEZpyOa9Pm5uZqf3+/ndo1HsXCLyws1PT0dO3t7TWQoERNTEzUxsZGU0sYLCegUszMzLTvBLgyGYvhZ2zsalSMAKpMiTgog/gMgTv7w27evNmM073KgAVi0rW+LURIcKBi2pj5+flmFAgXSV2GwMgRH85iLbIkRhXK9wG+Fy9e1Pz8fJ2dXc6DevjwYe3v7zdiLRPh0Nm/Y78FcY4jK1HOEQyQMjMSkSQBU/C4uLhoPUpIDjnbabKNjY26e/duy3pmZ2fbeiWY6b8CBDJBcvzKysrQKcTx8fHa399vjce7u7stA+fcvV6vKZjHx8dNUs8SK/vwnYZer62t1aNHj9opbvcssDhRbu3dx8HBQQv02VoABPP6AT370HvjHnx29gGdnJwMnRZm1wlSDu9kq4b+kyTMmYHn4Zcc+AtYAZcyaFW108EJtIknADuvS+B0P+794uKidnd320lGrQVaFCQBfIOiyQ4FES0Xggh1Ak5RN9h5VbVBzkia/kP+Q/nIRu5sUxDc9aYhcEqXSLwgiHjcuHGjEQv2+eDBgzo/P2/J4vT0dB0cHNTi4mKzUYkVVYN9S9QkXA6NZOuB4CdwCK5ImMH/bMhaShBSSbd3MD7VQD4ucZFQ5EQA1R5tQIYSq3TAd0qeZAoGSUBghX1EZmBgigjs3zWxEYQW5rpOtseGER3ldP5A+eJrafNZuvYjwVBdGB0drXv37rV7nJycbHgoEUmVXQlZoqnCcHp6Wi9evKher1dLS0tNLMjZp4QKNpAqlB46MUosdE9IrkfE8VF4gle49vR/lSF4AoOTTGWZNRXS9P88JGHP0gbhGxshuPhOMb3Xu+wfdohK6d4+N2IVgoQYl73hMJwtILL2XSxkW5mk4zy4mSqJdXQwKm2UXZn+8BcIIHIEgLBQXwbs3ZzsVTlC34mLfP369RDRyefxjoyMtEMfVVeyPEND3ubn54eCo6C7vr7e5vYhRerf5mL599HR0UYg86kaSonZY2AxbZ4gbjRIgmmWAmwKR5cBCyjA4+LiomVDOZLmuroKKKqqARZVxkOiM6uxfoK8e2H0iA/yqEyT955BXqaczd2c68aNG43gMLCqq/5Q9wUIKL7u2Zr5vZ4koDY2NlYrKyst8ALdkZHLIa7WiQJF9nbPN27cqOXl5Zb9sNvsnwEC2UMyOjranr+7vb3dbCWb6WWCMmt29fr16/rWt75VGxsbre/T/mRfokzdvgEZT0CgFmYZ4fz8vObn51uQQsr4Zvan2BN/TzVPjyPftmZJ+JEzIJVT96lN1zNQYCMrZ4/sRumIiqLCILP3edZXcPE7BILvUV2rqj3ZghqBEEiyBD5KsX9DFPwIbqmwILrs49atW03ZSIXbfthvLSUCS5ZwlBKRvrm5uYaj9oOynM/iHhkZqaWlpVpaWmpB1MlLxCBVNT6wv79fW1tbzdbNYkXo2Obe3l57Nm6/32+9RQiHa5YoZjA+PDxsfdGpUGQZjF/DPv6DxAnWTkh3u92WNI+OXs0VzOfDm6mJdGc5Ok9EJ9bwP+oU25I4HB4eNnu9XoYXT+z79eqPfR4fH29Jnj8SN/uGMCAW1F/jZJKo8L+qas9fl6SNj4/Xzs5Oi4tIjVFk/X6/PenE+mR/5vX45ClbTgv7Hvth6oLv9nz2bEvIcjrBJA8pwir73etdDYF3PRIg9+X/JRbsz+t9Zu4FX8zKG7uDNfzTPRpXBgdSFLCm7i2TZ+0NKeJk4qOymAKSfU28VbLFw8SIVP3ti4QfXnY6V8P/4YA44FpOT09rdXV1KKYNPQs4ma7sVAkv+3I4OfafYJq9LpgswLapSnkCqgzBacper1fb29u1sbHR5gc5BKCEIltzvJpUn4unP0H5D8Cmmob0IRMCmtPFeeghT78JSsfHx21O4I0bN+rg4KBevXrVZlBp7Nb7Mzk5Wfv7+608I4gjXhQGErwGbIpEqo2+o9vttsMweTBB9pCnpO2BzM69pvHNz8+3HhDX6H2yS45AteJQyMv5+XltbW1Vp9NpDaq3b9+uwWBQz549ayWSJMBZ3rZvvoNDAyzPCgZm2W938+bN1ie2vLxcT58+bcqjoFJVrf+KMqFsaX+zN/H6n7QjagxFrqrad8nc/CAy/AHJBETA8foYIERH+wSC4LFG2fNkj5CwPMyVJSzqyeTkZNsLvSOUVKVPpCYDkwQjCQhldXT0cr4WlQi2UH/sF2B2f1nCog4Ar1SrtXAgz6enp+3xVLJzZPd6SUnwFgyoiXBMiUZSpQ+YjyZJE1glSJJBiiD1PMtLqQrnoQlKON8y1P34+LiNLGIPrkHgYq8U4VQLBNtUO1KlZKP6zFLJz8DERq2ZNeYv9s4+Uzqy1Kh0L+nL8r0E0367JvbtoCG1kuLx/y9YZmnXPY2NXQ4sVqp2EnlsbKwpme4BZvORo6Oj2t3dbapZlmXFnouLi7p//369efOmlTzhIkxGqO3D0dFRe/yfdgBPplCByjaGbFWAKdaReiWOpPqMaMOGVH/v3btXy8vL9fz589rf32/7h0ycn5+39ov0YcTH91D2JEaukSoNf6ha4gf/z/0nKqhGEgwkUpIddp64IRFmo67XHijXI3FK1WIpP2HneXjN3mVVzPda5xy/op2MHyBw4gAuAhPhdBJO8RH+ZWueiiuc0y4Cm8QrsS0P+Ix4Y5K4DBwAOAOtP5gwIMkbsKBV1eTpqmrOI2vOQIMomNL+6tWrVjI2usAMKyRzbGysFhYW2ngMJRmHTXzf1tZWnZ6eNpledjgzM9NOwH399de1sbHRSqiLi4t179691stIrdEAr8y5sbHRSJnBrbJJ17Czs1MrKyttMHKeUpUVavZORQfREfxPT0/bLD9GbASJMQdAD6mV7VNMs6SY6man02nZJiIvCOR8sDw04NqokoiF5AEwmc34+PHjmpiYqNXV1To+Pm7kO9UZICMbzLJrOrDhtQiWU81ZQpuZmamFhYXa3d1tGR01Fnhlv0uWshATzi3xSUD2o/dIn6tAKeghSsDUPifB95i7POkLoJH07IfkzFnWoOpez9qzByUP8OhZAsbKadkrI8HKkop9MAcxA7FAtrq6OqQWXr9OBCYPFiTOJEEw0BchSF9g1/qPBVZ7lv0+FJlULSldPjv7cpPYpSLCVhBMn6dXyigXCa1ymiQ3EwO+nHZz48aN2t/fb2rM3t5eIz152KXbvXxiCRVCD58E0xxTCjNFqOrqYfEbGxutIiPxk7wjFdmwn/2Aep6yggDzlfDY8fz8fLs2e5Pl+dyXTLD9Di6osCAA/JRYwc5TnWK3+oFdf/4/vHVPng7hfcaurK6utjYavuQ9DkBQUNmRvvJU6rJ1gx0gi0jJ+Ph4E2Cqamj0lTXJ50lTz8VNo8+yfIqEZXL4/PnztgbsH77AKsQDecwe1Iwh6XOJPWKJzyJ+qBbyvbSLFAQQJcQs48XMzEzdvXu3CSQ4TPbTuZacyABb2Q8/oqTmWtgD361q5Ltg/MjI1dPAlNPhaO41RVw8tZ7aB9LmrZ+1ZifsX4LDtvAR7WXpI9laMCKIGf1RVW2QL4BJVcmiIQKTk5O1trbWPlAGlac6Jycn20KtrKwMjUd59913a3t7u9XEAdP4+Hg9fPiwbaaAcevWrXY4g0NsbW214Kh04DsYsE3FvhmOsvFgMKgXL17UH/3RH7UM6ezsrObn5+s73/lO/Y2/8Tdqenq6AShQvLi4qIWFhZqdnW3Ny9m/Zc3yRPP4+Hjrz3B/g8FlT6TrkVGdn1/O+NFkrjcA+1e6OTs7a8SZcjc/P1+zs7PNCIxNkE1nqVKAs86uG0hRO6huSu0p0StVTk1N1erqajNGqq29ePfdd2t5ebl2d3fbd6aTZNYqgB4eHrZruH37dgNmQC3YkcKVdRx6SZWFkuw1sj6HU6w7QpEKXbZFZN8eQilgZkkKWVQeTCkf6RZYM9sEDlnSQMxkqRQC/lh1deJwZmamKTBAKwksNQVJsLa7u7tNvTo4OGj9fUAbsAt2cMN7KO9OlzuVNjc3V1XVVHp/t+cnJyd1cHDQFK7riSnSm35MRTw+Pm4HfPRCAmGqRAKjgK08SD1CPOxxBqwE/5GRy8Nke3t7ba6mkqS/r62tNSxDFOyPvaSeChpnZ2ctIUp7k9hInJWTZmdn6/Xr1zU1NVVffPFFvXr1qmHgvXv3amFhoV2z9yFJDuJoCxEI5+fnmzpinXd3d9s6qlRIIrR+qJCw5zw1KYFD5JFoJ9pz1h8FSdwYDAat3Oj7kAQqXmIiX+G3Rk1R0LxWXMvh0d1utx3K0nsM8zqdTi0vL7eYB0+vHxTMp0l4CgbfcO/GZKUNZs+XoK/SsLu72wih6lmSDeQAMeBXiT1UxVQsc8oFoi0ZQaid3kUcERWH5iiG8ADpSuxTaXFdsIlgUTU8CgiOOqwmAUHGO52rCR+Is4RfBQORokSn8ikRzqSVz8HTw8PDlpS5D7HJHiFg2odgviTcD5Ln2lyDliPtILCQcs9vrYnkQvn4zZs37e/a4PTt84dUDa8LF60EbIGzSdQi6uvKTTo9vTwAMT09XQsLC02V4kTz8/ND/VKjo6OtD83NMvaxsbHWz2OECnA6OztrJ1IFKwpbZnn3799vPWLZzNvtdtv8OaALjDmW7HpjY6OePHnSAkev16unT5/W559/Xv1+v/723/7brSTNQFKOljFQ+GQTVLeqq8cdZdlIX5TrtaEA0wDHDPQjIyN1//79Gh0dre3t7SF1RJDhgLKKweByhhhABFLWBpjo5RD0BUWf6fdAHRkaGRlpKqdylgCGkOg129jYqF6vV6urq7W6ulrf+973mmqQ/Y4Cwne+8536H//jf9SbN2/q8ePHDVQEYiQFALte9yaImx+WT7cBftfVIP2jFC5+cHR0VP1+v03RT+BAZlPFdMJXy0SubdowQso2gMn+/n6trKwMzdSy5q7b2mkTAEhVw/P87Jvf8UEBAnlWDhHoBQJKvqcFID+CSdXViBzlasRLLzAiY0+sPyXPnqfdCVjZN1ZVzecpmfbTvQFv77F+WTYTNFMlFUR9Dl+iElVVI8yzs7OtwmD/xsbG6s6dOw1bc+2tv5JW4i9/cX2ZhK2urv6FZ0c7WLS/v18ff/xxffLJJ0NtA7Ozs/X48eP6/ve/38ipvXByV4IK21Ro8nFsWc7OfYEJyDMin7FEsqzvMfu89fNRr6pqqF91bGysxQ3r5vsF82632w4hUBol1whzBvgsGTo44d8fPnxYvV6vtra2hkgrkjc2dvlQgQcPHrR+PEohFXRkZKQpPYQUbU1nZ2e1vLzc1nUwGAwdMPI+tpq9ujlb8Pj4uCWt3stekXT7wJZSCedzqUrBR+uoApMKbz53WZwxMs37+WZWUOytz9be4fVs3L6q0kkS4JtDmtmWxIcke9ZbaR12ZXKPk8CUbKdAiicmJmpra6thE5uBf+7JWvAPiZTry3Iym4U9+M/GxkbNzMw0EcE+Z0nXd2cCmZUJ/ub77DOf10qRBLA9CeS//tf/2rIuFy1bYvwIntNkFBVg4wspArInAQ8jVcYgzWe5IMtLFung4KDW19fr9evXQ8CXR9aVVpI5q6NrDJc5AlWBY21trVZXV+ubb75pM7RSKTw5Oamvv/66zs7O6uHDh43cKLMYWXC9jGXBbQ4A4aSCPIORGflOGViuDWWyqlrvoeZgwc2fzPYZRqoQVI7rpbJUfYF/Amjuud5ICgqFK8E5CQopX8Z77969+vTTT5ttnJ2dNYAAbmdnZ/Xo0aNaWVlpZSf3dHZ2NkQ0ut1uUxMAEpvMHkikvaoa4a+qoVPPyiuArKra2qSiYN/ZrSwWGUcO9WLaW+WHg4ODtt5IueBnzI45gUDd/QA/e0IJV5KlhufJV3udpYv8k2N9MttHBgEzP4AbXoMM8GEqLnDju8BYCR5IsnP/71r1+SItggbixLb9G3tLsp1Y9YMf/KC63W796Ec/anuVQSoTIb7CdxOnEB8YdPPmzVpYWGiKyNu3bxvxp9LL1PNkPHWJEuOpH14jsGmVOTs7q1evXtWzZ8/q66+/rp/+9Kf1x3/8x/Xxxx/XZ599Vk+ePKnV1dVaX19vJS12pA+Zj6WSQjG8/sQj+GGt+EWqJv7uPdlDrjwnuV1cXKy5ubkhUsmfJMUCqmpOnl73Hq0FktHs0ZM8IEVigsQRYYDfN27caI/ccm9KzUrY7rXXuzwg+N//+38fKu96molAa+37/X49e/asJiYm2kB+SRHywV+yX62qmhIlvh0dHbWKCJy19gh+xgKkh/hhjwwelmzYi+Pj4/ZELHbPD9L/kZSMPWyETRl2nr2Z4kmecM3Y5t+QtuQflDzKeVZb9EASD87Pz1sCLubNzMy0Q1naHKhp4o/7kugOBoM2DkkFJPtTr5PPPBkMo62TH7Z58+bNVtWyB+ITHmPv8t9Vhlyr7+DHWVH1OEcE8J/8k39yacP/6l/9q4+qqn73d3+3bV4a3tzcXJPtBQwKoAVk+DbTawCjrAwY6/OzScbDzM3NNdKZGYDNp6ZYSOWAmzdv1szMTANrjF2mdHh42HrvkkAKcJ988kk9e/asvvnmm0aI3JOAUlW1vb1d7777bpOvrYHrT8exCXni0edYE8GGczock/09qeoBk1Q2sunfWsksgUP2OTAChxV8d95nZkxUsuzn8B2pIlI3MtP0O4Fajwmlanx8vD744IO6fft2mwOIvCVRoTTpHbJ3riuP7Gdmn2VFxFM27brsmTWV9dobr+F4y8vLLbvudDqtsZndXH8fMgLwVlZWanNzc2i9KI4C1cXF1QlT9wb00rn1hyntuS8EOQNylgOSZLl37895aakA6vtyX65LIE41mVqfCpOkD4DnoS1AyL9dawbvqmr9TIL4wcFBswXJR6pobDqxK5OgH/zgB1VV9Z//839ur7NfCdipWGbpMHt2MrkTACSoDpcpSVmvDG5+rJ/fIWFKbKOjoy2YHh4e1tbWVn3yySf14x//uP7P//k/7fAGuzg8PKyXL1/Wn//5n9fo6GjduXOnldZ2dnYaPmawyQM/Se7SnpP4IWB5Ipf95Mlnn8NnVQg6nU6rcAh+Aqvgl+stuPIJ9pZ+LQFywMva2zu+kDGlqlovtTYd9plxCTk1x7WqamtrqxEptiwG8v3vfe97tbKyUru7u82XYSzb9HcKFJIEv2GNxN5BEfuB9FRdCifiYsYeSbl7Ytd8CM5nFU0VhBJGZOHzMIktK5PqK87Eny3lKVvrBBf8O2KWghGMzZ7o169fV7/fb4kV1TDVf74j9oyMjLQKRrYD5CBrawTPxDbrDMvyXATsSjEF+fTD/hx64Vd4hOvNKRj2iW+lsurf8g+773YvW7BSeWwE8KOPPvro7Oys/uN//I/tRtJRO51Oa4Qk22LVwDEzfkHeoQGZPOl2amqqlQKUmlKKtViDwaCxdNdgaHHOUqJQYfWIje+WgSsfmy2njHxwcFDz8/Pt2ZoWKH+SXZ+cnNR3vvOdBoIyNspEggYw41iAgPKRhxvyRJFAp+xBqfQa6gnCmH1lMjHKSZ7aVOrjXLneSqd5Hdl8ivAiGEpI13tCrTnHyGwFeOtjEMQoBUoxDr4ovVj3kZGRNsmeqpSAxWE9TQMRNJaBKijTBFbZm2H9qTkcVJlKf+zh4WEjOEnWAbQ+S2AwGFyORlpaWmpEgdNrGM8yU/oVAoVIW+/8Tq9NIJYk+UyKkrVTznePExMTrWRFwRTYk6yxD8EzB8KmSuY6sw3EfQgMrsUeCGKJJ91utwEhJUmAy0RDMGZ3SDtCaJ989t/7e3+vVD8EsiyRWeObN28OjYHQO5RtJexAAiP5EiTZnn6+3PuVlZWanZ0dSsT4J6w4O7scou11z549qydPntRPfvKT+oM/+IP6/PPPW8BLstbpdGppaalu3bpVq6urNT09XUtLSy2J8fn5fHC+lGTPffJDKqQgjARcH0eTooJ/850SR31e1s/pfMmcv/OLTHb4AJ9CIq5/R66Lsi6b5C8U2rOzy9EdDofAOP48NzfX2kG+9a1v1Ycfftj8ymHFvAfXtrW11crAqmjKvtevE9FEmqjWWcLzufnvkotUsbIa4bP5PwU+sYw/2bck/NfJEdsUy+yX7xGbHfRMPHPNSFOqhkgWm84SaGJkVrJgSx6aQYZgCgGIOJAVFPcsqSCEWF+ii997nx/xFblLIg0z8AHf0+/32/6n+HRdREk8ksRnVdWfVEqJPylisI9/+k//6aXPJdMUrBhFluH85O/0J6Vj5YgSGyFbGR0drYWFhTo7O2sHG4CF72aYiCZAZYCuj3StP4Tx6v3Qk4i0In3ee+vWrer1evXll1/WkydPWhC8/pPk9vz8vL766qtaW1sbekSV101MTNT29nYdHh7W06dP67333mt9DozU6d/z8/O6fft2W1NrmGqWzwXU7gcRsOH+3/wugMyoBVajDxBD5SgOeXFx0bLyFy9e1NLSUuunSQVHjx4ltdPpNOLLyN+8eVM7OzstC3dA4+LiopWeDEPO/qdOp9MOIqSa4FDE27dv2zw0fR69Xq/1ZWl6V+6tujyZLZhQpFyLJn1BDqjYD2Qa2UWoMpDJ9Dld9qAKrBz/+fPnzcH1kXQ6l83lWaLN03/22b9TFAUQvXNeC2D8V6Bw/0k0KHv8X9tGno70fYJ/ljVcf/aUKYcIPJSoLKtQN3yPAw0XFxe1vr7eAhxVShAAfgKxxnalP8EkDym4T9iUxCEz/AxOgn6WluGQxGB6erpevHjxc9/DZicnJ2t5ebkddrBeEh4+0O12m/KkVEnlQmhUSLa2tmp9fb0++eST9gjJLPOxwyTQZ2eXB9qeP39e9+/fb4fSut1uG1ei9J+fletvbQeDq5YO1yp5g3GdTqeVyySf7oMtINV37typvb295l8mE2RpM8u4AquB8vrSKGsCI/8WmH3e+fnVwwqoPvA9sVq5nN9UXT1txsEea3Xv3r3mr/v7+/X27du6devWUDWl07k8reognsb9qqt2HvZphipFkl/ZawershwvFqTKn3gAQ5ATc+NyPqJDY9eVSfg8Pj5e8/PzjZjyhSSgiAZbNz9zenq6TbvwWZkUwd2M9Vlh8gfRgztsmB+J92wP3tjHTHzg9eHh4dAhOvZDJUYeUxSBqXCNyJUCWbbjiLu4iCQMPmo7UJHJ0rg1sv+pLtu7JIISJftgTdiAn95HH3300WAwqP/0n/5TyxySMIyMXDVeZiCiiiTxy/JL9lUAXuW8rJXbTPN+3Ozs7GxzCPOZXA9Cgixmdoh8nJycNLZ/+/bt2traqs3NzZqenm5ZtJO1d+/eraWlpdrY2Gj9fKn65X+BzQcffNCAXH+KzX3nnXeGyuauS4mApO79VZdSvt6P7e3t9ogryoH7lmnpC2NIyAolJxUEe2Zmmv8HZsCO0jY6OlpfffVVbW9v18rKSgMf+5cKGaPkBKOjo0OPa+NMSa6RQ8FGtk19FpiAIcCdmpqqN2/etNOeTr/ZA4aN4OVpSgpnZkNA2PdmTwuSkWUlgMY3EgCqrp4t6e++a2xsrI3nAGb5fGE2LCu+Tj7yWbDIY2aBgMp3AgikyXXwx9x7IJ73i+wga9Rt4Op3CA6/lExI+gQFKrVyjPEZiRnWDECzH+vhkIfSWiqcWdrILDqDtmvJUsqv/uqv1mAwqN/5nd8ZsoFM+PRTIUDZp4w85L5bFwmPakcSewcP+KNTrLOzs3V+fl7b29u1v7/fyn76simcAuhgMKi1tbX6yU9+UhMTE/Xee+/V7Oxszc3N1cLCQs3Pzw+18Di8dOvWrbZ+6dvUlN3d3Xr16lULXkrt8EUgEzD9N08tqlQIcPyM74gn+TmqD1VVOzs7TUlV/UFIk3BQp/iEao8qAAKbOKCK4P1iTrZw6A0/Pr6cBzs7O9vel6W3JC2qSkmC+DebuLi4aM/dtQ72UzVMIoa0Ud3slesVC5I0XY+pWQnzvsSC7BO3H0Sd60JCVQ2dCLYv2rDYp8+15mIbwpwxPDE04wS/5mPiZGKdxC6FH/eRT+hQeRJbMknUI+6Ptg1rTVEU22GqGbyeMKY6hXTBYt+rNcM+Ufmzcuf7xdXz8/N2D3zOz3XFEEGkGvLnqit1M338n/2zf3a5Vj6QEyErDBnRygvn4FSObCydmZmpfr9fa2trDRwzQ83gk3MCgQMwFeA8T3JxcbENqjw4OKiNjY2W3RwdHbUeksXFxWaEZ2dnbWzLL//yL9fLly+r2+3W/fv324ndmZmZpgB+8MEH9eWXX1b+XCcvlAVZYj5TcXd3t3Z2dtojxqgaFl2AFFBPTy8nc9++fbsB9PLycjM2BoFsMd6qaqAA9JApClYCAnXUXDF9i+lowP3GjRv1/vvv1/T0dD158qRl0OxCAJYtZp8aEETMcuRDHpyw5zn0VqaZpasEJZmuEs3KykotLi6nrE3OAAAgAElEQVTW9vb2EMG5XsK3rshE1dUD5ScnJ1tvqMAhK+cPFEXvy9Lu0tJSra6uNtu37t7PMYGMa0HSOCi1HLAeHBzU7OzsUDnn/Py8dnd36/qPdbL2wIvjC4xZBsoyE9KfpFdfGLKD9FM2BCf+BwtyKHmevpN8KK2Zi8i/spySCpb3SpbW1tZaP54gK1MG3GwslWNKBvuQhLl+65gqbpZes8dTQGGbmQi5rwzKkhKPw4QV7oPCQU3b2dlpzxceGbl8nvqtW7dqfX29jVY6Oztrfcdv3rypv/bX/lr94i/+Yu3t7dX29na7T4Sv0+nUrVu3qqpqfX29Pvvss/qVX/mVptQpR7rXhw8f1uPHj2t9fb35HoWPX+SpXZUA8aPf77cEKUvj+/v7DRtTidCjm+RyZWWlxsbG2vPaT05O2iPgrie8qU47vfzy5ct6+/Ztffjhh41ASIy73W57/B8FHJZKOKampurRo0ctzkh82OXOzk6dnp7W9PR0O40rqUmMF+8kV9PT0y2w7+/v1/b2dsM1tin2uS7r+vMqAsSOfMoSP8wE3z4h/uPj43Xnzp0meFRdjUbKA2qug5Bj8gGCRQTKBJrC6d8IF+whW1xgfbZV8HvVqxyhxF9VstiLHtmsJFK+MqGjCFoHAgeuwB5cbw7CR559/tTUVO3t7TVe5HMyiU+BISspiGT20uvZRKCN4Epl0T3YD3uViXFWzlzX+vp6q77mT++jjz76qNPp1O/93u81KRhjplCcnZ019SGlzQzcjC17OJQUZLqUHcpdAtnExEQ7qZvOrE8P2J+dnbUhq2kYGexzmO7p6Wk9e/asDSJeXFysg4ODunfvXj1+/LgRIIHYpPf79++3hldN5ynHvvfee3V0dFSbm5u1vr5ex8fHDSSVMGSL3mPxlVAHg0E7Yeta+/1+k+YBNABApBhJ9qdwJPuRStBgMGiPTMv75dhA5s2bN7W7u1ubm5vV7/dbuYaDUyrcR/Y5JNmk4rgeGdv1vhHBOvtB/CQRYcxO6CYppapkv5KyHsfPxm9gKHBrbAakgDqVIveXmTAn5zNObyOXg8HVM0wFqm632w4+jY+Pt+9E3q8Tqzz1leQEmAMEZRtliOzDQnyUQGWY7iPJjntV3kklETm9nq1TL9nj0dFRA/PcwwQw6+eQF0AVGLK1IYl7qhlZXvFv2RPERuxZ2gSs+NVf/dXq9Xr1P//n/2yBwvq+fft2aEC4PUl74sMSiGx1UVJHrBA5a/vy5ctWwjMQlt9nOUcy/s477zRMnZ+fb/fx6NGjunv3brvO27dv14MHD4aefT4YDOrp06e1tbVVCwsL9fDhw5qenm4jZHZ2dlqP1sHBQVP8JDvUtwxa1FjKNl9bWFhofW1IIp/Sg5qquT3LyhJyX3XV7wWD+Diy4Qka2Vd7//79+t73vjekCrFve4d0UOhSPWO7iAJMgW1v375tZFZixjdgsqTv4uKiEZN8TKYTyBIn7/OeVMqul/aRKEkCAQUhQDzzYKD4kWuclbQs15tdqIKWijwsti4p2FC6tPiIQ/bStYkPpi+kKofUpipp7WGTz4AXkgCvvX5drlVi5LPYNIyz/6qgEmCkiprpfQ524TKJg+5Fr3i+J5XKPPPgRzLLpqwde4bz2SaBC13nG0YwmcPLLv75P//nl9eQ5MlFWNjR0dE27JRxJoM8P796VBmgtTH37t2rw8PDevbsWQt4g8GgzWAD3hzA41L8ZO/h4eFhe4zP+Ph4zc3NNcacmfPk5GTNz883wDcnbXFxsQHn3NxcK4Eoqz148KAFr0ePHtWzZ8+aGrewsFCvXr1qPSwyPpkKp2O0CUSZSXCgPNwxGAwawcnsOjMoAMUJB4NBmwtIUUCesufPo4gcunn16lWT3AUy+yXwZ/mYwSPV7v/i4qJlfQBGMEQyOKHPSfvq9Xo1NzfXyCDnut7vwRkFGYCZs/A0FafBK2XrswR8IyMjLXulblnPVDCpPcAq7T6Vb997fn7e+k+yHH5dYUKUtB3YA3YAFObn59ueIxuA2Tq6VkFaNpvBqtvttiDE39je9SyUL7h3e8U2R0cvRyktLS0NJS/IhfWSzSKnAp4xN/l9yCmiCRCzXJXkwDpMT083YpEE3P0nkT09PW0kzvw86w3HshTDlqnlsmqfDei9Tu+iftrl5eV2b+7f4S2+Nzk5Waurq0OBjboqYfZovl6v1yoKn376aUsovvzyy5qbm6vvfve7dXR0+Xgyvtnv91vvrZ5Kw7URoL29vRaItra2msq1sLDQ8FyypUcNqUjFt9PptEd8scMXL160kVQeoZbvc6pZkENSlfjzs3ONDg4Omu9kyY+6xCZzYDxlE8FmG/aevcBP5ALRUS6WPCQGmvTgYA6y6DMl9vrLEG6J3fb2dt24caMdkODvxv6kn+SJ5hyuLnm+ceNGEy6QAn6frSCDwWDoYKIe/Kpqs3n5IT/OSgTSkQ8vgPfiD5+C+7ApiSoCKi5nfy5fF2NggX65qhoqr2d/cD4GL6tu1hK2saHr5A8x1SYmpqvEsWEVB0meGAav4b1rFcvFgkx2HaZLzMpDIfZDjCGuGe2UJWpY7R7Zj2dCw1d70whgqidKtpmFz87Otn4dYyKSQcv4s99jZGSk5ufnWxlCBogVJ0Dm6T2Ld32aNeecm5trQ3H7/X5VXSpqBngK4lS7iYmJ9hSSwWBQCwsLdffu3dre3m79ZMhop9OpX/mVX6np6el6+vRp9Xq9Wlpaqtu3bzeAdqLUY+oy+3ICWUCV4WTG3O12W0bA2D3iSTM/QHKoI3viHNKwPn4/GAzq1q1bLUNlVAKwErK9rLoqe2VpXhDPoJgG7l5J8/pW3I+ScIK46ewyWxkmkgJ0BdzMUgGvHjlEK4lUv99vRC+vOW2YXQJ6TibRQByzx8Z3cHrZH8Ih0HS73aZsZPmOs4+MjLTPoSoDRr4iMFhbgZOakkogW7A+iNbp6WkDA0CQpCvbOOy1od1KdogqhdTpxpwJdn5+PjSyyXscxKGWZhlfr1GusUZ3KhqQz4Nf2TdrvZzI5t9UBOuatgWTVC7SDhHqbAqHU/Ytn8UKWCVjQHZubu4vqOt7e3vtKRVKUYItf1By2tvba0p7lmVdt+968+ZN3b59u959991GuCVZrmtkZKRWV1fr6OioVlZWamFhofb39+vWrVu1trbWSNvr169ra2urqZAjIyND+0dZuE6CrQPckPzPzMw0vLte/sqkhXom2U+bYDMqAu5xenq6PRXEHrMPSlKegGb7VBGYubu7W4eHh62/mlrt/jMxorjwE+tRdfWc76w28M9UhnPUESxIBYu9iBH+HelOQuQaFxcXG5Hke0hAVbW4p6QMh302TO50Lp+koa8R8XcPqRLaN6TLEG8kByYPBoN2yhxp8373Sr3yHb1er3EK1+cwVFYnkgxeV/FgWg4Lhwdsr+qyzG6Em3XJhHFkZHjQtBKxapj7gNX8NPshCQb2I5Vd64dzuQd2Pjo62vaW71jbLL+Ll/zGe0zOcD8SHTFBAvkXCKALS8WCwff7/Zqenh6afJ0AAQwZIanb783/kz0wps3NzXr58mWNjo7W6upqLS0t1fLy8tB8KMqakurp6WkbKuk6Dw4OamlpqTkwZwQESJ8+id3d3fqlX/qleuedd+rVq1dVVXX//v2qulRf3nvvvaqq+kt/6S/Vzs5Oy/R2dnbaVPD333+/Ac6NGzfaME8b62kM2Y8n2MgQshyGiDDyLFNyxKdPn9aHH37YSthJNBlLv99vGSFCntepFIzsIgocGQnk1K4VMclT3RsbG62Ecj3bAyKCsHK+IKLHw/Xv7e01YOd8SoRIHgBK4qK/0ueenp7Wzs5OUxJcx+vXr9teGCQL/G/evNkIuR4ug6UPDg6GCAHSYc3zhCAfomrIEoGoHpIcoA7AAJ7EQnaO+Pj862of8oP8KqV4rSQrwR9AVl31oZ2fn1e/328nWzPjByAzMzONpJ2fn7fWjSw5C4oA53q5JsscslUZMBui9FP2qXd6avM0KcUn/SjLXRk8MiHKhIfqjUAhXVU1dJoV6CO6TndTufhuDtDOwzHsHaH+5ptvmt8h2nkQhx857TkxMdEGFM/OztbPfvazunnzZi0uLtbS0lKzJz6wsbFRh4eHLSn0KL6dnZ3a29ur1dXVFijtnYqP6kbiAR/g/7CfnySewV6BVrtO1WXvFnyXuCJJGeBcmwNfU1NTdXJy0nBEUp8JHh+qqvb+wWDQlNDj4+OhcVq3bt0aOnnLPhAN2CeB4zf2++bNmy2ByqQf8eKfnU6nxS3+J16ZF6nX0dplnIWhrtF+sbWjo6OmRrlH15CVJX5wdnbW4gMfzZPQSLxYCnMz6cpWi0wyE//NtLUG9gbBlfQ4YJOkDtlPEQj2SsSTAGWVIFsx+BWf9IQX+5rtBvY4qyipPEtS2FXV1QgxNqinM9tb+LPPtM9+srfUe7XgZXuOgyTWSDLHlgg77kfsYXcwbAiH80IYk+CSfR4pC8s8SdkpyTIkcnAqQ6Ojo01qPj09bUfxR0dH2yEODu0RQfPz8+3QRzbyOuyxvb09BK4WC5gCxKWlpXrw4EEba7KystJGH1DelHzX1taGekeUUJaWlmpxcbEGg0ErjafzcxqbTInIRljOkvJ1Pp9XVoeYXVxc1HvvvVfdbnfIYTjW2dlZKzdwFPuXgEoBYbwAX++PYMVJGW4+uJ0Dcn6EcGZmZmifkYaqaqVbAUJgkG3L/lKuPz8/b9c1NjbWsvYsW8/NzTXlz9MEEBJAnaNIshTtOlOVAfKyYPZUVa19IUuUbM14GAA0OjraSk5ITB6mUDYyCiNHWSC9yFyWF2SVHDkzefcrEQEclPnrCq9gmL22ghqbq7psw3BARUYJVB1OEuR9F7vO/px+v9+e6ZptBlmm7Xa7LdEEtMr0iKD5kOzHqCCKrr2BPUl8BS5N+Mg5oFSe5Mf81CnnLKmoBCiHeXaygEdJo+ogJ8+fP29N4/AFGbF+/EgSc3Jy0jCT7aysrNTf/Jt/s/b29hoB1Jqyu7vbCBnfhXHwRnmb2prqB//KAJZ+LRCyw729vTZblU26L9g3NjZWz58/r+Xl5aGypx4zCRklWoXA50k4BGRBk094nXu8uLhomIPsuG4jVTY3N2tra6s9njJL1HmA5fXr17W7u9sGBEuKYCoiCwcy0ZKEUGhSjVIazr57mK+En2VlpJFtsW1kgZ9R0H6ebWVlgM/BABhpby8uLtqordHRqyHkkiHXTEzIR+rxS/tvv5AybTinp6dDxFUChqzxgSRcfFasQJy0TiBGfqi22e7joJI1t+faElJUUSJOlZagwrZgFnJ6/QCnuEBEc5guP0flzj6niOF3ifvwjM1KFHJ2JeyH8denLjQCmBkPUOY8ArSABpwZe/b+CFA5noSS5ESsEzUpIVNmADxVCcPVMwYslIY2NzebA3pY9scff1x/9a/+1Ua6NLdub29Xv9+vu3fvtsGXs7Ozdfv27QYWFMJHjx7VkydP6v79+43s7uzstGtwMvnGjRttZAtAZYAWO3sCBK5sNBa4GCpSgBCo3es5UFaSpZDYEQkGI9OUMQr6qbAxGsQzAVtpggMgt5zU/uWAXupeZrkzMzMtkAEN993v94fGg1BNkfcM7ByToqvcRLVzrdk/p1QDyDlrZsZOXilnA1drm/2XnMjeOv1p3c7Ork7Ckex9xsHBQS0sLDRyLqPm3MhilpOoYwiefRAUEAav97l+qJ6AM1USe5WgAgsQT03ufuyH77DulAzfBwyPj49bBUDgvq5OwBB2IblByvVH6f1FrrNNgI36XLaYgZ8N8QH+lviXSYHDOtTWkZGRpnRqp5AseNKH4GhfqqolsNoFtMasrKzU9vZ2bW9vN+LsHtIXKaK3b99uT8yZnp6ue/fu1b179xpeIC0LCwtNrTX3T0/VBx98UM+ePavPP/+8lRLZmYAjmLsW1RMB0XrwD36qpGjvq6r5yZ07d2pmZqYdlpudnW1kBkmhAOl1g1lIg75CNpcJhcTk4uKilfAcykNAUolCxiQhiP709HQtLi4233Cv7E+SLWCnQrW/v98CMj9wIluc871iICIoOaXk9Xq9ISGGb7seNkKIQNIvLi5qd3e34YPXZH+a11oTayeZl3DbW+tk71W8rI+B4EnG2PLBwUEtLy+39yN3YhisNAHBe/OgDmzio9eVOMmdJM39WmuYKunGHeBhtlMhhCl0+X9PzamqxnGUbF2/mYhZpdE2AXtS+bYW8MkeuT8Jpj0bDAatp9/9u2ZVBAdT2Krr56/+3U/vN37jNz46Pz+v//Jf/suQY7tohuWi9Ftg8IC6qhpJefDgQU1NTQ31wFGvbIgDFBye8yBBjGNhYaEGg0F7QDiG2+/368mTJ0MAf+/evTZQ10LmUxsYtoWcn59vREXQ86QRBG92drbee++96vV6bSyC0TICKXLDyQGLsiUSeT1IUcNu3bpVz549a1nvdaBJ8oOICMDAikpF2kZmMoNJOZnClIplKsAcpOpKzuYQ2TeTJW0BEil1zVQf15gSPHDkoGYC+gzXjXACBSrXjRs3Wr/V9Z4RhIfT+n5Jjv1K0NBUD4jYlz62mZmZoRaHDAzZd4cUAW9AYC1SqUKEzLQS/BL8BGgqWe6FdZLN+3u2H9jjbI8AZGzXa4A94mAvkWN/t3fXSZjfA1j/b/0FHft//cRdBmmf57qsG1KSpaCqq0yfEpMEgK8jOr/2a79WVVU//vGPW0J18+bNNujWGvpxKACpZcOJj9YDjnp+bB4gg40mFgior169qs8++6zm5+er2+22vmPfRWFBAgWDLDXaRxiuZDwxMVH37t2rL774ovb29qrTuRw+PjEx0UpwCIIAwsZhECU4e+Uo73z2ek8alUxAk1DZL8nXzMxMe8IGwqJvVBLEDuylv+/v7w8FW1hrjcUxBzqQDz7gEGI+IUci7LnORA6YcXZ21noZ7b21gHFZUWDP6T/WU1neBAy97dnLnFUNREnSmtgr3uZznBFrBAExh+FIOOFCYohUXFxcjZuxF3Nzc+0ztNFImrLXEL6cnJw0UYMf5+NbJWXX+8mRSuKJ2AGriAowCgHXG6q1yvplTztsVa2AjXwoW0TEcDiANCdnytfAZffr+9k9G8V1rEniXvZPErSsle/PPkb7AZvhM1/2vb1erz0KbiTLagKNIG7BXZjXuHFEJEnL/v5+ffrpp63urNfKHyDAac/Pz9uwVOVa359B0cGPP/iDP6i//Jf/ct2+fbuBtGf7bWxsDJWhO51OGxnjlBSlzKlAo2cY22AwaM8WnpmZqc3NzXry5Ek7CS04Hhwc1Pb2dnPm7PXJEpgRNho0ZZxAE4Hz9AsONzs7215zfn7eSnFJNDkvSZ8ywbApe7K6nK8keDrun2VqhofAkq5lOuwByGRW7jqzdJnkY2xsrPWAMGLZrYM9VFslhwxGbEYppNfrtXK870wVMssQAHh2drYFKP8uwbh7925zYgon4FdGcT3updvtNoWx0+m01obNzc0WtDPROD29GlFib53cPj4+rrm5uTo+Pq6nT5/Wo0ePWqlcwMvAe/v27Ra09JDk4NRsO0hiri/XGkrOqP5pY0CFryP1CK8A4eCIPsssHwss9tBeZeAEkL4XoWFDgBT26EnUvmCNJTJsAIgqx1EY2HF+7vj4eOsp1jLB7mGIwc7smfqJ7LofBMO9moE4GAxqdXW1Xr161dSTw8PDevz4cb3//vuNOA0Gg1pZWamqy0MlL1++rDt37tTp6WktLCzU8vJyVV0p1vmD8FiTubm5+rf/9t/Wxx9/3Ob0dTqXJzGz6uOekGolM0mgNcySODIjOLE3/X6uT3xBnBNzsmQ2Pj7e5nsiAKm+e53DBAinWEEpz9K/mDIYDNohBTaZjxcdHx9vdjo1NdVwIkujfObGjRvtkM/Y2Fh7zBtF6voBEN+XFYgM1PoakVs+oc0Hee12u03Nyp4u67+6utqUOb4EP5aXl2tkZKR2dnZa3Do8PGyxCHFL8orguHaHmJB1CbLXqkhZN3blRLFyMr82Nxbu5OGtqqsRKHw4kzV2JeE2f5Q6meoZ7LSuMAtGieESDdUC90X1S5HBvSOl1vTs7KwlOuK02AwzswJjjfEspM7981F2gDchx/v7+23dU4W+br+ScD9DTwLhMNmcLBPDohErBof1qtnLagUBF6yU4DOVeQXAt2/f1osXL2psbKz12TFuamO3eznShbI3MzPTNk+WnM68v7/f+g1kg3oNfS5Dyn6LqsuZgN9880396Ec/qpcvX7bRCUpW1sjE/uzfyozl9PS0NjY2qupqkDDAcG2IGSBL0ABwZ2dnbdac3wMKhgY0UikBPErQCLL9E/wQYgoKcEOi9RlSFTiMhCGzH07EWZQ4gBGjXlpaGiopGVLNibL51noxYp/nkA7gdo/ZCGx9AAfQ5tyyPFms605FivqYJXHjaRAF7wUgXpuJAR9C4tyTtWVbnimaqpXXA0YJkoCYxM0aSTrOzs5aqdC/+SwtGNl/SElwzfxbee56r1MCov8iYHpogTRiSC3qdrutrcHnJAhaKz1Dkj7EPkt7Hg2ZM+hS6aa4jY+P1z/4B/+gOp1O/eEf/uFQL5rRIRINwZxd5rSCo6OjWlxcrPn5+aq6emShUjYMvHnzZh0cHNSf/dmfDfV+WQPJG/XGfSuNbW5uNpu0lkYG+bfsfbIuKhR//ud/Xv/3//7fpnxRSBC6nJmYhA2G8U3qVA435/PKUgInVRGesBUxgQrDZtmp/c8T7VWXg/Y9Mi2TFbEkMTz71fL0p5mHFChkxn66LuQN9rKPrGLMzc0N2Twyy5ZTSMk5mr6L+u0JIWYqird5T3wfHpqti1B4jTK2vRdHVaz0usEmmA9jkRWxQyKkYkUQ2N7ebmqifdXPppd0fX292VeqZ/BDwirpo9ixC8q5Ngg+LAGUmNibqhoSMFItS4UvY0raPDJmbVIc4wep5kkuvD77GIk1SeTdq/vlY+zHNbMRB3okJH4ITPBZDHVvrj2rk+zTGvz6r//6Jcf4l//yX340MjJSP/zhD4eUIX8MEMaIU4XxheromRH68gSsqmqKCqDkGN/97nebitfv91tG0u1222DSqqrPP/+8tra2amlpqRmayedZ47dQGnTNH1xdXa3Nzc1aXV2t169f18uXL2tra6suLi7qyZMntbOzU8+ePas//dM/rT/+4z+uTz75pJ4+fdrIgT4NmylwU3lsoPKthlOE0fogZFna4pg2U1mMUTMUCpKMIZvxrb3sRwBaW1sbkpCBAaPLpn2Zid45z21G1JDF7I/KEjdQ4uhIEWcUyKgf7h/4cQzBgh0I5GyPY1ufqkulRItB1dVBEMGV0phN5AhBqhCnp6ftpKVDQtncL/gDxQSS3OcEFIEpS3X+SJqsvUn3W1tb9fz587px40YDXGU1Pnad8KeN8K/cr88++6ympqZaK0P2vABZn7+8vNzWjXqW+5VlJGWQ64qpjJcP+LelpaWmmiQRHx0dbb0slIbJycnWlK7cpQw+NjbWkjBroHxNgUU8kd1er1f/8B/+w+p0OvX7v//7bb8ofe5RkEf62b89lMDau6pq1+upFSb67+3t1dLSUlVVa0HRIysJnZ2dbfvA3sy229nZqX6/39RmJCt9JkngyclJffXVV/XjH/+4/uRP/qSePXvWgo/Sl4HXGaSyb9ZUhlRf2AYCa6SLgJ2BFG4hgfwUXsO3PGGPoElGOp1OO7RxcXHR1p8922viApzJZJx/qCYpPSv/EiMkQYI/QouEwvWRkZH2nWwUSUYMUrmquiI/fLSqWh8w/ExFVZ+d10uqskUD2c4+QvE5S7tEBsns9TK8fRLDxHvEKkuiCK49QIyQdXMPrWGWIlP1PT4+rq2trVbhyDYQCQEbT4zK2J+fa61gjTWCCzApn9RExEDEci3FsNPT01a+ztYPa5m8R9VOAiMJHgwGbRYvu5agIvuqaIiw9g8YK0kk6Iil2RqR5WB8AOnM61QC7v3rf/2vP+p0OvWbv/mb7WaRQFL29R6m7AfjAAkgAp8MQ/DkGIwGiHc6nTaShVGbT9TtXo6SyUySExn8jM2b1yd4IFc22KERRvrll1/Wixcv6uuvv66f/vSn9fTp0/rt3/7t+q3f+q360z/903r27FkDYSfnGDqSUFV17969lhnbUHI+mRpw+FlbW2tq5ZMnT2psbKydcOx0Os3ofZ8gkxmJ75qYmKgnT54MOakgOzMzU4uLi+35jsDOjzKgoADg37x5U5ubm0MZl8///9F1Zz2WZtlZ+Nc5cWLKiMyYc6isqqx0ldvtdktucNtGwnADSLalUk8INyD4AHwHqOJjcIUQdpcbNxjbtEAgcwOyMBYIN9jVTQ+VVZWVU2SMOcUc/4uj34rnBP6nlKqsGN7z7r3XetaznrX23pfLdqniAT6GJjCYGwSH821ubnb51XswYg4HHJNUZplTNp/Odu3atZ4zu5QpgN6bTad0b44+97nPNdnUW0PBtvbAEMgAE46JIC0sLPTxACsrK93XpKRwfn7e9sO27NxcXl7ug3ovk3Pv73OBnj5GKixlazAY1Ouvvz5BcLIniW8bd5bZ/EwqpxQ9c+pdlFYoyGkbSIFd3uwDSMENAE91kRBmcsC39Y75Wbh1dnZxkDG15fr16z2m3/iN36izs7P6T//pP000ePvzF/XvjEaj3iTBv05PT7tPGHg7NxGob29vdxDY2trqqy1tDDK3bB7R3tnZqb29vT4CwnVvz58/r83NzT6FwekGZ2fjXcr37t2rDz/8sH7v936v/ut//a9179697t+Gm3w5x5ZKFkIimWArNm9QtviyJJTvKwMaC/vQDyah0wudGKmELLG+f/9+nZ6Oz5/kg7kBYW5urn8/ldWXL1/W1tZWHRwcdD/kjRs3Jvo4NX3gvQgAACAASURBVO9LfgRUGOr9KVNsVHD2DGKEpAFuIiKU5FQNtfrAoxRQUtxIkozceU9rCHPg8yeffNL+MRyON3VpvYLzxoPwXz7Sx78lWN6FCJCEhq2fn5/3Xe8vX76cOPJIHLUxCg7pMZQsVNXEIdGUxYWFhe6NxSv8HlEhY5kYm7ZtPIhVJu7sV1ywJshl1cUtQfAPQbQO/ElC6HOcE4yvwCglccmK9oPl5eVOMvRj+n2JCVEOZhi7NeY/cAyp/0f/6B+N5yMznbzzjpFpSM5SD+NkNCY4yz7J9AUhEuns7GzdvHmzSQTwoDQZhIl31IEdThaK4enVE2QBs6DCoebm5ur+/fs9Eaenp3Xv3r369NNPa3l5uY+7QVQzsABBpMOzncKfBwFbkP39/drc3Ozgy9j07lDnfumXfqkePXpUZ2dn3ZPgiBMKa1U1ETEWquZbb73VTpQlSmt169atunr1aj19+rSVJXOIbFo/gcCxB7Ln3d3d3t2d/VYyxqOjowaE6enpNnZZKHIlo5uaGh/ls7a2Vt///veb3CK9jJgTzczMdPM6xVEg9jwZonfS68kJPfty1urd2Kw7d1O9FpwRvqqLY1JsQFHWE+j8OT8/r1u3btXJyUkfKlo13hGrNcJ6UiiRpdXV1frZn/3Zevz4cQcPiVfu6maH2WKRqt/Z2bjnaWtrq65fv95HhKSSlSAP5PhX7j7XN1RVffB11cXB4tlryE/5KjxQlkqFm5rDFrUAAHvBkn1Srqh+MIntA0xziXDycWNlx3lcBxWRoiL5pAJWVS0tLXUrwI9//OMmudpC4OLt27fr5cuX3XuHMClPKs/Pzs72+ahZ4nZUy+bmZqtRn3zySX388cf14Ycf1p/8yZ/U3bt360tf+lL94Ac/qP/+3/97PXnyZKIEJPBfv369S42ePRpd3HziDzI1HI43ndjwwH8ePnxYt27dqvn5+Xr69GkfhO9z8saWTHbsBlcuRLJ2dna6HJqKjT7b27dvT9xlPj8/XxsbGxMKNnWdyvv48eMmX4uLi737WO828qmUmAFWC0/aT6qg4uTlFozT04tzJH12lv0QVGQyd6TyH72M8M0GG4Q8E2q4JQapqv3Mz/xM3bp1q68XFEPEVaQkMRCBginWDeEwLtiePdH6+iXJWTKG4+bs6dOnPbdLS0uNE4nJYoA4wM+s1+PHjzvJ5MNiDfsS26ouzqWEGQhT2k7GH+OTzFK3Lyuu3jerotZlaWmp5+z/7w8RTMwg0GRLFUJsjcU0fYUwiV0ROvylUOufzWdOvffee+8PBoP6z//5PzdoKtNi6tlDxUAMFqiaQAHl7OysyyBUPYqeDQtnZ2e9azfLpUibBXMgL5k4T9i3aeDs7KwePHhQVdXqRbJ2IF9VbeiUAqxfqY/xJAEAAtRRpCAVEE4CwCiZAprT2W0McROCoIjw2qii1wm5uVzaHQzGB4wCdE5MWTs7O5s4wJpDM1yZhfWSAQvUKW9z0NzVJuMHcpKJ4+PjzoAEd2uFnHm+kptAVXWxczBLGJkYAAQNr9PT072jjMSvYTxJCaAVdDyLzQj8Wh+yRJtEajAYtG2PRqPu17Mbm21xNKDlHYyT32jEzzKNa/7YWyZeVRe3SaQ/Co5UCVl5KgWU6SxDGSNbYA/6z4A5hc24JBOp3lXVhAItYMpEcx28l4QGcZyampo4jxEIC1g+g00KrHk240cffdT+ltm9379y5Up94xvfqOFwWH/4h3/YNpBJo7aALJ/w19u3b3fQGQwGtb293Z8NR7UIzM/PdzbvvW1cozAdHh7W48eP++gdvaDGlxWRJB4PHz6s7e3tunfvXv3hH/5h/Zf/8l/qRz/6Ufum1hUYhTzDdG0olCZEmD/YmJW9RTMzM53Erq6u1uuvv96lKbdsZHwQ+BFftoagSvCzdcZ6OL7m53/+53sXNaysqsawxDVnLFJY9U4THE5PT3szjvXVpwZPBGT/TTuoujgZYX19vfvLTk7GB25Te72PFgc7kmdnx0caqUwI2mIJHJqaGvfOwx7+h1CxD99TLjfvSdByXW06y41SkqjEALHTTnHrL545ggsRoV6dnIyvbJybm+ubtwgosIb6OjU11TgjBuSJHWK+WFhVvfHN0Tuwx9rmmokjErBM6C73ZaYwAh9zQ4+Ynq1KYh2MUwHKdqXEQeclWkfcAwkWx30dL7JhzvvxgTyFg3+lvYoxyCWC2SXgf/yP//H7VVX/4T/8hwlQNqkMPtWBy6BIhhT8GaXAMRwOW+bEVAUWznJZBcgSmgX03wR7vViyUaUBJVROv7CwUE+fPm1C4Jq669evN3HQW5IE4/j4uJaXlxuUs79MRpB9MhZFFqDErYfAoakM5ujoqEHTgumlYiAMMANDXmFWVR2MR6NRbWxs9LljCDbFU6ZLtVGyZbgIQUrhyJCfASA+T1BixH6OTZjfg4ODPhRYcMpghmgjopwTUc7SJGMHYGymqrpEbNxUyQzsWVpmE5rLjRUBYLfG6jmCQJZhzVuWeqghmdiYJ8BKCZCdumM0M0tN3pIZAEH5pEIgrBTZDGTWJEvxkgktIOwYgXY8hb5TBO9yWRcAA97sSVxcXOwDxwUh4CxoW0fPZYup+icpzF2KZ2cXVy46IeD0dNxnmHMjqE1NTdVXvvKVOjk5qe9+97tNsK2Lf3umr+V7SDxgFWIq2LBd7+lMU0SWvR0ejm/W+eijj+rk5GQCDwQS649ASjLME1/KSoPPPj4+rrW1td4ERF20tvzGnesSb7aP/PP9wWDQZEPPE8yCv9ZUjyJ7hdFijDIfbGUvjx496oTz0aNHvS5wAMlcXV1tLL6c2CSeSmyzjUZimQof/FAipARqK9JCJC7po0UukiQgXqlOwg2tQYig+UPE+ZHj0xAhmEI0mJ6e7lYLz5+fn6/j4+Pe5HNycjIhVEjaYaCyuvjiPcSgrKbk3BJ1HKatBSJbNcwZImJ9lDQp0PgFn89jbYzVXoA8hs3aU3Qzbh0djQ/VziNkxDi2IS7m5/M9MQYhl4TCgZOTk4kNKgQBMQWx5rPWDimE39T37D1kW+bW++Q+DPNjXHzbuhlffk/M+of/8B+Oseyf/tN/+v7JyUl98MEHDdxKlsokiI6sMZUeL4wwCcSAnvEZgMAs0AEbio0AnSWAVO80SXoWwra4uNjNvUtLS12eAbBUpq2trTo8POym6wQOgIo0UsCUuzgk4xFEDw4OanV1tcsbycZz0ZRJkwQ4xy4zFnOr/CozANxIRwZqY3j16lW98cYbdefOnXbaJAaHh+OjYagCsmcESTlyaWmpsx7lSeoPcpGKI8dVxuEwgFopRyB1fpm+wHRSCptkAPkyr1XjDPfq1asTqpjNMAiGd5OAmD9lGA365+cX13wlUaYkZtYtk3KHqzEK5tk3leAPEC8nTXmXcpaHrl+/3uUNtqaPif8gBdY5AStLqEiEpCMbo70XkAJeABuhSPUu/TlVgizde++dnZ0m19PT0126QRYRgSTngrQyb5bULp/hZr3MN78AxhQv726c09PT9dWvfrWGw2H9u3/373reEUF/rPfU1FT3b1JAjo+PuzcPziHGx8fHE9m5n4FzyN3e3l4fBn379u1aWVmZ2JRg7NPT0x2kALodw/wKFmbLzvHxcd28ebN/XiIG4w4ODurJkyeNwYhd+jT/k1QaeyqYkiV2lf3diJafq6q+Si+b7Nm4eR4MBn3nNPKrvYTir2KFqCNfjhWD4/rnlINT1RHPUq32V5Ipkdrb26vt7e3uqR4MxgdgP378uM7Px9fOwR6iBbvONcvzNZOg6YtDKlKlRJTMLQJAWCBGwBaJdJIXc1B1cZSN5E9ion2Kr+d78sGDg/FFCnnblIRRdUJlzmdJ+MQi3EKcSzKcwoTEX/uEtfQ8xD0TPFhkjcRvX0NsjS0rJcQItit28UfEWzynKOMDbIdii/iloIZn8cHhcNjlXTGbDfg8OMY383lILI4G95Bpz/Lv3/iN3xjj9/vvv//+1NRUfetb3+rsOhnn7OxsAw9w1TMBwL0A59abli9J5bl//34dHl6cq8VhPQsLZlQMAHjYXfTs2bN+TwSJ8QvYZPeUq2USACOVJAulnJP9Vv5/f3+/A//x8XE9evSoWXaqLPojPYPTAJujo6P+/vr6+kT2YX7NjYCYjoiYWGTfm5qa6p2CAODZs2f14x//uDY2Ntrol5aWWn1F3AA6wEsFQNY/PT3dPRzuVeR0HNF4OSWD1+ske9bH8+rVq95xCGSSnOtb4Nip1g4Gg94dCvCpycin3j3vhDSzDTaQBDdLq24JuNwjxz4RR58nqGm6tzbIRFVNBHM27NnW9+DgoK5du9bqseCEoCagX1bzgLlnmw8JGCDwzMsZO2KTgKqPxxyen483r7AXNuyzALmMFmB6L/6JtFJFnjx50nbNriSZaWeZZPB9JOD58+f1wx/+sBV7BNZ4RqNRvfvuuzUYDOq73/1uB2bvlthl3J5vvSl8duUJZrACecsdi7nrPIn6tWvX6s0336yVlZU+BsZa7e/v19OnT7txnp1lGT6JwuHhYT179qwVhAy4lCq4YieudWErqWCcnl5cHQa/JJPn5+dNWlJF93t8kb3xxUy62JGxvfbaa/XlL3+5NjY26rXXXusbmShWOR5noWkr0F++sLBQV69ebTL9/PnzDqrWBNkWZM/PL47skVwOh8O+llRVQAkXbsMYNj07O9skSMlazxnyke9vnuFRVTU2sMOrV6/W9evXJwiUM+/4p2QIjvgssU1lrqr60GbExGYKgkkel4TE8jkYhBCxR9hwenra1YvENmNyhE2KI6urq50YJoaxEX6XZ/Flfzj/Ej/ghUqMuchk3NpJwFO4oVDu7+/3hhb+xa7NVe6KhxmwMNup+EauM1/0+YQvbSMwJwUNPGNqaqo3tGXil/bGv7KdaDgc1je/+c0xF3j//fffr6r63d/93To/P+/MhsNSNaanp1uOtuBIgGBjYUjMAD8PrVTCEiSQLhd2Uy04i8EInn7HbqtUwOyMOz09rZWVlf58Tp2SNoUtgVH/4WU17vx8vIOY0yADsqcHDx50qTh3Q52dnXWJAqAzUM7hnDGEI3sTldM17BtDNql6tkzD/AH1xcXFunPnTq9X7phCmoEHJ7HGDMemhHROicD5+Xmtra3V3t5eZ7mXA+jMzEz3u2hwFoQpmxmcnAXFdjimgJnEzq0IVCpgJXMzViSAGggskeRUOiQH7BQR9DuUZeB35cqV/twE36rq79lAJGOlCJsHKkj2XrIl9ipoeidghiB6n1Sh2EkCMPDL0p7ka3p68q5mP5vlFeSW3fmsy6UTAXFqaqpLGZIN84xoAMCTk5O+/Sf7wSgPgoygnSXaVMmvXbvWwZUtIzaw6Nd//derquoP/uAPJkiNn8kAZA3tKn327FnvtKZOUSaQAVn9aDS+EYStSqqzlGMO9dsJUvqd+WduBGIDiBfi9+DBg06Q7QDlG6oLbGZ/f78/M1s5JCjsBNkwjxQ7PXxUZqVK82BOEXDYCtuQQuvsnDo9YO75vnfvXpNwZOPw8LD7vsUWCab+M8Hz6tWrjT0nJ+OrQbe3t9uOkceshKj2SNqyrcLaGC9Fk/qYqpPxSz74BFu+fKc1YpA3DiFtScyREDFFec+7mm8Jc5a6YXiS5yQl3l/1Cz6qrCGNPh85lNi4Oi2rFapG2ctmreBhlkvF9RSA+KlNmv4kfmSfOuFF7JE8Zi9y2p938g4wRgJbVd22QihQJUshRAyzVpkce1fJL/9HSKvGxHF7e7sxJgUMdkpRztuh/GUH5qaq2hdGo1HfgjT13nvvvX9+fl7f/va3J4DCgimDZd1bpui/dgoL7MgjJ0ViDF4mRsURXDmYQDkcDluORgABuswKG87gOzc3VysrK+0UlKKjo6M+d0hJeHd3t8/ZQhizVwEQu4cUqfHZ5iglZ2Qud00iVTLE+fn5Ojg46NKqkgAwTxINbMyZkunR0VFfBK+Ue3Jy0pmtuXUOIYcEKqenp61kcT6ZDFAk3XM+6+L3NbBnfxmjy2wIkUF+8hgXxoq4/I//8T/+n55R7wO8MqvluN7PZ/h9QZyj2+yTzoeospVs4kWQlTS8C9BeXFzsswWzJ01wz+CLQLOHLK/Z5eavufFe1iP/X9tBKtiIM4LFVpE8/86ytM9BlmWemQwYQ5YBzZ0xATlAnzuEZfHURaRGWcV6CmzGhSzxDRsxrMXlMp6SkoCfySYgnp+fr1/91V+twWBQ//bf/tu2Kwq8NaCMZOlbg7s1qKouzSepXlpaal9k78a4uLjYN1JILJ89e1ZPnjzpKobgubq62ocqSwAPDw+7X29vb692d3drc3OzS+5Z9laNkJQi84IVRYK6UFV9t3H2ClOc2b6WHeVdY6eaLywsdJWHEsjPkxCwW8/x7kqqrt8TDI3j9HR8TqaYhIwhInqlszRH7fH71knFih2oeIhH3geGpApNCDg9Hd//+9lnn3XCnJjhMxF3mLi6utrlXX4FOynhiCsszf4vP6saA9fMY1bDEHlJTQoSqQhmcpU2LrmCi4lnEkP2nC0hf1F8gGUnJyd9NBUSDD9hMSIt6YRTMDpLrFR46nyqbPDC99iEuc2SrfiLvGs7SKJq/NrkqIcqU4QEQkrVxc1GThkhbA2Hw1aafR8+whQ2sbS01MJEEr3LAo73zCrP8fFxffOb3xzbDwXw29/+dhsTkoXEIQF56GVmIV6CE2V93V8DlL2RgqkayjgyLkHi/Py8Gz+TmafqwNipbHoBZS8Mi4NVVW1tbfVkA3dnyVE9BTTPsACcGtFz+frR0VEtLi62w5sLx5dYmGfPnnWjNzBPVUygFWSWl5cbpAEChz05OelmWnOAFAuy1oljmDvHIngmB0LEOQbiax6qLrLYlLT39/frxo0btbu7271p2aepD092e3p62p8teP78z/98Z9BIoJICAD06Ouqt8AIJe0RiBK3LdpckMRt0gVHOQxI6oJ9SPXUkwdzn2gjgmVmmQ5wEGHZoLFlKABiA3efxjbQJwCwoZc8NGxuNRrW0tNR+ax3YJ+AXiJQjk5QCFKQhfdJzYAY8yd7Zw8PDiQO+rWuqdJnQJGHRX5rk3FxIJPOcuiwX+Xzg/u6779b5+fgWJAkmfAPc+sf4QAZGarv/Urn4vnWgcsCPqanxlU3KStQpvrq2ttYZ/uLiYl27dq19/enTp7W3t1cPHz7spMHh9js7O3VwcNCHTCMhiBE7NDenp6fdd0UdoVizW+PNQKM9Q+Cz3sbKV7xzlgiztO80iMXFxVpbW+vNCFeuXKkbN27U6upqzcyMj/xAcMWI/Lu1tVXz8/MTO6X1WLNDY6Fu8yllMu9r3fhzxgD+C6ezlw5ePHv2rP7sz/5sos3iL/KNTJyylQQ2WYNsH7BuCGBVdWkwVetsm6Lq2uDjyKokjqkynpyctKDB96y3pIyYIBEU1yi3MBAu5kY08cNnSWKzt01lylhStPC+/p9PW/fLinNVdQ+vNUR6zf3h4WHbJszKnuqpqalO+l68eNEXVRhzihLHx8ftl5fbIFIlzFaITDpT1U3lWOySNMNJ7Rb+GpvYK3nGc6y5ExCm3n///fcHg0H97u/+7kSmg2kqX8zMzDSjnZ4eb5Zw7AWDNeF2tWTpSalKOQEwuR+T4w8Ggz4LSnmXUWQJwqIAtcx8HK6q4Vlg8O4OT9WfZJE8g2GmcoegyiKyidM4/Xw2p6bhPXv2rJaXlzugrK+vdzarLJRZWN64AcSNPzNyZRNN6I8ePZqQwc2f9yID525eP5dqIIKRZQdrJ1NzUPbGxkYNh+PjU5aXlyd6xRh3/r9StzVTVrp//34DzXA4rA8//LD+5//8n/XkyZNaW1urK1eu1PPnz5u8CqZV1QQXEGQGSRlK8LrskIClavJ0eT+npJcbec7OznoXY6pkGRiMUZnJuW7UUW0KHDQzeokLoDGHVKIMIIA/QfHP/uzP2if8LBvTN5elUX+yvUAPXKrf2buHwPEzvSZUAUpslhSTMJsHCQHcQTZk3YAyMQrgpWJAwfSu7NhnWddvfOMbVVX1+7//+xMBverimBllXT5uTSTH3rGqek19Lfu5EA89zIJDJiWj0ajW19c7gRUccxMaMitAepaNW5TCVLKNn0+Yh8sldDaW6jrlIpUvpC/vyoUhfk4yrizPJ9gLO3UW5vLycrfLIKZTU1N9M5REM3ux9I391E/9VFeTYImNb3zFO4lN/NL3Dw4O+vxPGxjgC9vIqoXSId921dznPve5+qt/9a92fFlZWekE1r/39/drbW2tDwyXcA+Hw+6pNQbz6X1T9cleSwlJqqfWJKsflwmbxJut8HtlzFTCrGGeaJAVM4krXPdvMTNbj/hsxgfzPBwO+8Yc5IoaLlETzzzL6SBsQNKL2MGBxcXFFidU9thB1QVxzbYoPry7u9u2nwIN9Tc3eOnhg8k5vrm5uVbI4WaW3/f29jrOGj8lU9yH4XhGiiMwGJmHk/x/NBrV3/27f3e8FkrA3/3ud9u4kSFHNSApBioQemETbvItzsnJSZc2ETlKEWO24MgdEmSxHGA4HA67RyqdxeIo0QkSAl2eaSgzFLimp6d71zB1E2iYA86ZRCx3Pu3v709cOo34ckwkreriQFcGrUwMwC0up02CROmUZXhuEs/5+flWC5DtLHshIFXVZRUZMFKf5UvgoK9gbW2t79Kk0gGr09PTdq4scwBUwUV/Sc5rVXUAnJ2d7a37d+7c6SvL3AOaGTV1kS3KLgVJmb5+jCQGEg5AkLsgOZaggahkHxPQyXIRpSzL7TMzM01MfQ8QsHfEK8ue1IBUb6gWOa/T09MdNBANO+vv3LlTr7322oSS7l1Ho1GXrZGCLD0hO/v7+21HqUAIJvw4Wx1S7QbybJZtSJx8PlDM0qox8988lJ0dICgy8lQyzs7Out0EWTs+Pu5g8ff+3t+rwWBcAoZNyBXCluVj65q9bbOzs12aTMIDbJVkET2JFMV2YWGhtre3ez21rgh0MCuVzr29vYmeS+pdlvuUQc1DVmLYtr/wKE9oUDHQxpKtQLBNUiNZ8mzr7RYGCjfyruogxqgGiRt7e3t17969vkGl6qKZXu+1Hs833nij72hXbeFTklNzokdSsDQ+h9wrcYpvmfzyS3btT26cq6q+M976/5//83/qP/7H/1jf+973amFhodbW1rptJnvzFhYWand3t+MTX0YeCB2u5uQz3jdVeYk+guTdrYE4wn+tJ1KeZAF28VW+xM88k31R0ZPwIcvmLZVU/k7IyMpTVdXjx49re3t7oo9/d3e3CSp/rqr2l7Q1ny0+pqBjj0O2ePBr/nQ5STCnWR3KhB+OSUSy9J1ET0wxb+wMaRcr19bWGvfZmvfjZ0QhY75cBr5c4aqq+jt/5++MP/+99957v2rcCO0FkJTRaFTXrl2rO3fu1P379zsrF9gEFcYsU7CrzQKRIn3v/Py8Mx89Aynbew+/C7CARm5cyMyesfvc3d3dvjZGUEHsZI+X+x4EwCtXrtTy8nKDpPOrZMaCDCVwaWmpG6OzPP3y5ct6+vRpkyvKSaqHnpegn6qGHgLvlWQXmM7MzHQzMTXu5cuX3T80HA5bHUB6HUiZGUrOwcnJSe/wk3XIgBigq/gE18wGGX7VxcnsQB7gMNAEM8//uZ/7ubp9+3YnETbgKLcgbxmkkzxROT3fPaupsCWpTvkdOCHOgNU7UtAoeABPkDcf2UqQO6IRSP6kZOwZSI55FAS8e4KY32H/euQ2Nzdrenp8PNPjx4/b+SUByruIm3e09vPz8/Xxxx83waA+UKzZTJIAwGNnt/9H1FNJhCfey7OTXBo7fxO4sg8pQRnpSMJlI1Eq7FVV/+Af/IMmgIkfmQBIfrwz+xAUEV9rSZ0RUJSxkSOJmcCruZs/wMGnT5/21/zc2dlZnzeaOLWyslKrq6t9DJd5pTAamwQL6WDHStjOjeNrl3F1YWGhkyk2B6c829jgTRJ678U/vKN2mLm5uVpcXGzid3h42HGEKkNVuXHjRt26dav/3+9m7zPcSRVe1QJhHw6HExURSiiyc+XKld7ARAzJMxLzDyVVksxnp6enW+1j6+fn5/15RIfz8/MmnomFKUqwv/n5+VpZWZlozYAhecUaH/F8eMIvs6KTVaDLKjPiD7vEK+uvuuIz+RkRAZFCxvId2IH4qXw6Oztbb731Vq2srFRVTey4zdaCrPZ5njjMXyTR1h5WsYskR8bH/1TsELqs3lAXEevcBJU8wJgvkzOJCLu6XMHKCpn5zERUzPN5EgHjgI1wnm9+4xvfGH9Nti4IZeZ+eDg+P0+Gm+zVztClpaV68uRJ9xZUVfcY2c3n2BUSvkEpnV0uEeiJQRSwW4RL0CPXnp6etgriKAfPAlYvX77srfmOeZHRyghNXGapMvQ842h3d7cXdXV1tR49elQbGxuduZl0/UF2GLuXFqAiTLJfu32Pj4+7QXx3d7fXxTzKqAW409PTLi8wuJs3b3bgv337dhOwzMTMk3PtUl0V7BmpeZa9csTDw8MGbSCRpUEEfmZmpg8C1neWQdS7kO0dU/MzP/Mz9cUvfrGBsKoajPf29vpIAYAjYAMFc7W5udk9VYAIKchymCwP+c4SojHxmbm5uc7SJTOZ/WegYFsSGAAAkJV7ZMxsI4860Nch2FCQs+TnedeuXZu4WDzvfPZMQZ267plVFxfE/8Iv/EIfUOz7Z2dnnVTp4xUcgKm5Mr8LCwttv8DQ/OtdlQhSyvWISRwp5dQwwTJL1/74mvUDlOwuySQ7T/UAHmgdAbrmIANe7hIF2s4wVFmgYCKB29vb3Sua1zvt7+/3SQw7Ozt9zAngrxrfvuGea0kGm2Ijxr+3t9ckg7JivJKGTz75pE9NMFfZv/Tq1aveUW39RqPxlYm5IUdiJuA4PBlJSxlGJAAAIABJREFU0caDXJtrc//ZZ5/VwsJCbWxs1NzcXD19+rSmp6fr7t27EwRybW2tbt682Qko3GUfrrCcmpqq7e3tfifzKGAqzSIK+/v7TZAlnbBCPIGNSE9WjszrxsZGbW5u1vr6ev2Vv/JX6pNPPqnNzc168OBBY6GEALZSs/nw0tJSH5ivJw/Zz+CfKpQ45zMIL1UXdwvDr/RNCbTKnOSZHYgz/NjuZ5UEu+OzHOlzsr8cOcnKFAw1HlWP09Px1YfW9NWrV70+ytzEkL/omKe5ubnG4t3d3d5EaewEnnxfuJJfk3jhG+KNDSi+nlVP8Yx9pJLIV9hgEtmpqfF+AhxBRcJmL2uYpW+kj20joMaaCdvMzEytrKx0/B8MBjUSFFKWFYwxYQbH0I+PL04ZR5j0B1aNN1gAQ5Pz8OHDzgQANNBTOgQugOnoaLxLt2q8K03wNokM22nyAD6zXI34eQOH0sje3l5f0SSAmXRjE2iyvERdAOjXr1+vR48e9bU35nBqaqoPBpVNWYibN292UzPiihjfv39/otSHeFEDnENYVROHRdv1Zk7ffvvt/p0MuuaeBA4Ms5SRpYKdnZ0mc3lLgSAhs+UQsiOBm+pr/aqq1SBzLXN3j+rx8XH96Z/+aX322We1tLRU+/v7NRiM+7t2d3dbxULcJA2uxWNLCKrgYweVbD5LunkpN4WA86RzI1sc2I5bSqzAjIQBwP39/U4M9vf3+1yvqnFJnlo5HA4njpWwboJPAhU7EagAB/ClzCUoC+BTU1P1+PHjid4fG5Y8ezQa9aG6VZP3T1r7LLFSkYEQ1cXnsjcknS+dno43ICANkkhjEGyQTbglWKhEwBeJJawxxuPj47axVGr5jk0J2a+TZe9su0i7TZCdm5vrXjN2NBiM22O0GagsWC+VCoQauCN1et/cy4vcZ7AxH9nXt7a2Vru7uxMtLebbHCL01A4EFHFSEpecWxMEzlEte3t7rUrDdImidWF77MR6bmxsNE5cu3atlpeX68aNG/XjH/+43njjjaqqVkIkCzdu3GjC5UrQ7NWUkCI2evLyuCR4pBWFaguvYWSWy1PlFBf0lZmTu3fv1szMTG9u2d3dbey0SU48QijMETvxbwm6+YNrEvZMMKmExiSxTCUQObSp4fDwsIkB9Y19I3uDwfi8WvGHOHL5YPOsprEvtis5yXiTO3ElrriIOVLK1+ttLtg0vDfH8PLq1at1586d2tnZqU8//bSJN0KrHYCtPn/+vNeAjcAr/a768Mx79uhe/gMTkvSJqVn2FY/NQ8YbZ3XyV0nC0tJScyv+nMTOmuNI3sPd0DBm5Bd2dnb6zCpB49WrV7W0tNSOgYyQE00Op/T/sgWAn9mEYJfAzziShJ2fn7czY9J27gpQqfSsr6937wegz0wHIOhPWFtbq5WVlfr+97/fIC1o7OzstJFxdFkVJ/e+zpTj+MoH165da6VxdXW1mb5jOzSD+/mrV682qFVVk5OFhYW6d+9era6uNhgoAVMmpqenmxRxfmNmUEBd2ej58+d18+bNGg7HfUqyMUbDgPKcqOnp6VpdXW2lgJqRdxdzYGQqjdyRNzJPMr91pKgK5Kenp/XkyZN+9yTCxi84MnDj1pNo7d5555369NNPO5P2vgDJ78zPz9fjx4+b7CijAWHz4bOyB8ic2bHs99kqQETmMmu2NgIoMsT3gDHgMH8IRCZwqdYjvvwcEZR4ULsEz/n5+U7mssnfemRfzdLSUt2/f78+/vjj+sIXvtAZs5/LZKKqJrLlJCDsVmlP/6bjJLLkI1nL3aSIiuCXSYnnV42TJQcAU/GpfNYS7iE+iDj7y7KRnifj8D1rjjxQFLJX0xzy5ezpg6mj0aiPcKKcO9OMffCZ5eXlJoCZnJ+fn/dVhFl+oywhsY4g2tjYaBs0HslyBvfl5eUej3NeHTqtapQ7thFaduAd9vb2am5urkmqnaS3bt2qO3fu1NraWmOcdaDyTU9P9/Eh8F2lBlZL7Njk2dlZX5UJc/TvZk8yEpFEnB8gAGKLz5udne2539vbq08//bR++MMfNqY7c3F7e7tLzU5vQPydyaik7f3m5ubq8ePH/bnWjl9XVa2srLQalIo2NTpPAuBPCE9u+IBPhBPz4XBxqnmui/gJhxILsmUI1mfVQUyWXOYmMPN5dnbWLSX4RsZohDkVL+s6NTVVN27cmDiJAA4i5H4ObhmLOK3Sgs9km4B4C5MTw6n8KXCJIfBDJSfXzbxR7nEkCald3eYvK4KSMypptviIH7Chj4H55//8nzcQXZbKM1BlnTp7LRibvjmbGpQqLAojw0QpRE67ByaDwaDv/HPWlQwQQWEw2Wc1Go1aDWJ0ZGXAK3g4/y+dQsAUNGSqU1PjXce3bt1qIFFSdABpSu5zc3N9CbaM/9WrV/XZZ5/V4uJi72I9OjrqA0v1mCGxdpc5Vf3Vq1f1p3/6p3Xz5s0u82SpynljDJoBAwuOJDDqYWBoGbhmZ2dbgteczD4YOScA5oJDgrDvZ+nHnD59+rRJwcuXL+uzzz7r3X9+X9Dye1QCzgM8KNQZqJMs+vrU1FT94Ac/6ECrV0nGmm0OyFXK9Qi9vi/jzaxOCSXBDWnh8HqfKAASr1SGfCbSsLe31wESOQL4bOfFixedkWdbg3WmxvFfG5oS/NifZMLX03YQ7F/+5V/uwEM9YyMIOru0JlpIcseaAL6zs9NAar2Aa9oaUsguqShuX6mqJrFICrUDGfj7f//v12g0qu985zutYCBmxs3OBUzrAt8SrLUmKG1fPnomzwGTdCNzSSiV+T1L0BMk4Oabb77Z9mGzRarWSfy9n4CSLQNuzIApmSizlZmZmcah3EDlmebC9WDs+dq1a/X06dNWSi/3ZmodooQj4OzMwd5bW1vdl0bdXlxcrOXl5drZ2Zm41Yh9Hh8f9wYRZIVCdHZ21mc3VlVjuHfPK+b0ihM2YMmLFy+60sQ2cn7ZtgqVmCRmiiMIk+ANB/gQZYxfeH/xEF67Ik9S4ufYj2TD/7MNhIx/U2z5hHeBKdmzniVT6yLp4muZ4Ctpmhs2bv5g/eX+afOf75AbSyVTKgEwMfvh4Bgyj+x+/PHHTXaTtPIB71Z1oUJT2rMdhpqYhIt9wTviid7xFLMkT9vb243nxpprZO2S5Ke6n2tqE6xE1Pe/9rWvjecky78IWjaF2pTAiV69ejWR9aYBAGuA68VkEZmx3Lp1a6Icgqk+evSoJyRr/FXV2cf169drenq8+5FTnJyc9JVgz58/73IaECdjI6dJkARdGQMFi6Jn/HnRtXO88sgSgV7ZwVVM5kfJ4ujoqJ48eVK3bt3qXopsYD46Omr1CkheuXKl/sbf+ButdKYh2nKO/Al+5+fjZvzl5eVaWlqqwWDQF2q7PUPWocQD5KampiYOX80mfwDIRhKYEHBtApq0M8N79uxZl0aURj/++OP6+OOP66OPPqpf+ZVfaWBbWlqaUDsBS/ZgAKsEPaVvxBBheuedd+r09LQePHjQQYr6wcYFPKpv1cXp+HrSZPvz8/O9rgIXVVCJwfshNOyLkkRlfPr0aW9yQYr01zgrjQ0j39bgcm9aflYmMXyWv2qR4CsInGMHcvPOZeX92bNn9eGHH3aLhHV2U05VNdnlY/4CJePf3d1tsob0m5dUOLMHC2bAmrW1tZqfn2+fTEXNDvvBYNDBHTb4PJk0O+Jj/D+DTa6LFgWVA35McVEeRbDY8snJxUHBuUap1Hq/qnFVwFmanpl9vIg1tT6fyR7YMzsxz97XWYKzs7P15ptv9g58is7W1lYtLy834ZAMwnwBlJqob+34eHzLyZ//+Z/XG2+8UdevX+/Ki2cgwbBC365KBZuUBJ2cnNTGxsbEWaJsTbCTwFpDyttgMOiyt4oNooGcwCCJL9KHqBNL+OT9+/drfX29bty4UUdHR3Xr1q1eZ1jEx+AogmKNJY3WXjy1BlevXq1Hjx7V1tZWvfnmmxPJm8QjS4EqIwgPkkrNqqreFY+kZVkybTCTMCQDhqq0aP+igCFZ2l60y/Dl4XDYZ1daIxUWggL78G9zZe5gAmLk/fyOOeK38ODo6Kg+//nP1y/8wi/Up59+OlGNMI/6yI0Pborx+jQJNsq1Pg/+IL/szfrDQ3GeTxpjbh4Vm7KlJTEqWyuS0Fv/xHD4OPVP/sk/eX84HNZ3vvOdiWw2d7dYrAw4skDqBSKB0MgQlIapMJdLxdvb27W1tdVZlwyGdM/oObMMUADU26ch/OTkpNbW1lo5zHOWUtmQeZJ3Me0MprntOw+Hxs4FWkQxszKTbgdZlqUyk0QkOG/VxUYIzzNnn332Wb+fXjbGndI052QIyLT+NsHF3yyRkbyznIj8AajsJ/M8vwM4gAsw9hdIU27u3r1bP/3TP92Gvru7W2tra/0+FLYnT550KZahsy+fubS01Lsgs+czQez8/LyP/fG1VJUpxRxXsiMA+nk2f/kcL6qbzwZG1EyOqBzu3z/5yU+6zQLZka2nupvlGYpFtmf4I0nJNayqToxSpc9yMYBFGmT+7CHBhM9be2tMDQJWngOAsudlMBhM7PJGIimRCGcSV4q2Hqi8bcNYZOh6lRA1BySfnp7W1772taqq+ta3vtUBh0rgfZUSPc+z7aBXQpIsZHBCZiQGAFy5TECDBdQRvkOlOz4+7qCNkPsrCCBFPoPNZa+auck/yt96uagUL1++7OTPejijMQMRv2EHWfqCi/rK7t69W5/73OcmSOvq6mrdunWr3n777bpx48ZEfxVF8/r1641LjgBxi4K59R7Zq6sfl9BgR2iWJbPXOYMoRTJ90SHcVMXr169X1bhv9n//7/9d9+7d6yOyct5gvh7EJGbWEE7Bx1SVESmx78aNG01ICRvZAmMMfIg9IwRiOjxTxYIf7NztWObCu4hx3j1tSVuU+Hh0NL51C9Zksm7utXrBEGXfy+qX5MlYLyuHSq8wEe7hBd5X3OCnaRdsgA1m28Jl5Rr5r6qJnk62yMatv7aFxDf44NzJ1dXVXm8/L5mDneK5dUMqfS0rE96dWOR9v/a1r42/ngMQmP1SVU18uKwIODE2bDozc/VpJeQkiMPhsO/szXKI/inl1iReSIa/Ah7Sdnx83ESREuh9GVk+i1EIirZ6V413MedxD9mnleA3MzPTZxEKtkrKy8vLvdnj8ePHvei5ow7x1HskMCPAgoVFz6Zl2bqvI0ZI+tbWVg2H4wM1BRWbY/Tb6O/MQJOghbgKOmwBgHMaWY9nvHz5snsDEVGKQQaqqjHJu3nzZpeOvJPgtb+/35e7f/jhh11md4aa9zeeJNfmUK/h6elpPX78uO3SH3ZkbBzTrlXvrJdI8FhbW+uM1/OTPNqJhqgAOGQSSVtYWKh33nmnjyjINUE0BSvroMSXARCoABxHIeT6JjAAOSAOiLOkQhmRBPJ7Wa3kBPnKJBJuACj4IEB7T6Vc33/27FkHfMTJHArkVBIHBBtjlo28t6+xbWTIvCGESufZesDGk0hRjYfDYSvuEr2bN2925YK/UjlOTk5aYaNA5k0PqagLhIIdNUJwyTGYP3YHA4zZM/gcm6dywBQbAwRy+I/0Jd5nj1UGafbDvtIvHj582LiphAvflAv1h5+envbhzpnsv/baa10m47O5Lj43WyDge7aswGyYL0imjec8SSa8p3aeN954o15//fW6evVqHRwc1JMnT+rZs2e1sbHRSpAjPo6Pj/t0Bj5ug4q77c/Pz5u0eh/Hnk1NTXU1xG0xxgWvEwMysdOrvr+/35vz5ufnu+Km4mXMqeSbT77r+2wMyTs/H2/IsQHK94wpb2rR+sU3iDtZuYB37MvYlOateyag4qq5Y6fmhgos+bLpzbrDV/iGdOsZNQ9iDXvPdzCHRIbhcNh9uFUX+woQ9uXl5bp9+3YNh8PmSrl7mq1e3n+AkGZbCly0RtniJjkS+waDwQUBTOcAcAYjowM4DMzvjEaj+qmf+qn67LPPelIQkyyFMSBKn0bGy4EJ6cqdVfoE81Rvg/aux8fHDb4cW4OoCfVcPYh5OGQSKyQsAzpQN2aMOjN7GYBm3tPT0/ryl79c/+2//beamZnpMhElqmp8rIEjMFK2tYvZMRHmnIPk5pb9/f2Wp4fDYd25c6d7CZIkHR0d9b3GDx48aPUFgLx69ap3hCXZz8vELzcODwaDDoiMjdKkrJY7aymVo9GoHj58WA8ePKhbt261qvn8+fPa3d1tArG5uVnLy8t1586dbkugxLE3mRzCkbsakSTzxlZOTsYbGQR4DsIGldtee+21vkM6d13rIcp+vJmZ8XVQGdSBsDMTOS3fU45K9dmzqPHIuGBQdXFwNNKCGFZd3Hjhs/SVpRKPSFEWczNTJhWy1KwEAEqBQHlOckO94/cyfz7rc7R1IHNzc+NL3q0l1Ynil2Q021X4uvcVGGAJcotIIptAVrWBnaQyQyXLBAixNwf812fK/LVbmJNs77D2cG5xcbGeP39e29vbNRwO+7ikvDNdkuCvAJe7Bu3M1qCfAZvt+mwYxS9TrbYW+/v7vQFPIoIQ8n/JJwwQaDKIIRhZ/s6qy40bNzq4HR8f16efflqvv/56bW9v9ya4paWl2tnZ6d2pCGre5W5tlWpzLbMERjTI93BMGcJOkfT75pQtn52d1WuvvVaf//znG6uQISLE/Px8vf766/XkyZOOFaPR+NaXN954o4k0fEXws0yb4suTJ096bpGJrLD46zpV628N+Eb2yGaiyL/4DF/Lfj0Y6r20Jkk2YLyKCtvS+y4WI9q5iz0rRshiqpvWPRMmZNDYMualCmd83tWcwpX84/vn5xcnWGRVTl+uY2p8pnUh7rBpNskHYLx/I5zGkHiU6rDPEc+MKbHQu1tncyFZ8Gck2D179qzVOb9gMRG4lDU5O2Ysq/CSlMAsiQyHwy5XKQNn71XuitK75gDqa9eu1eHhYV8L5N1sPKEgAlM7n05OTmp9fb3Z/4sXLzqwMTCOIUuSbZ2dnfWcCGAC1enpaTe/V1U3cQJEN1g8evSozs/Pu5/m1q1bE8fWMADzNT093T1NCFY2oVMMsm9yeXl5Yn0yI5NBpjM6MPTGjRu1ublZBwcH9cYbb9TZ2VlvCkhHFHhzLRme4CyI6v/Ra3J6erGTOEvnma3+0R/90cTcC7J5cPD29navIcJG2VMOQEKzb0JAs8s1AdCxMS9evKgf//jH9eUvf7lJEyXK9yk8Dk/mmGtra13e4Mj6mqampvo8L+/M5iikeon0siF62SpAxU7fAtZZMmKj2T9zuXRtzilpPl+QPDw8bDXAOlt7KlMmUglyykoSLmtnDIALiBmfv/oiEdpUd7L8KhjxB4GSHSROKfmwF99LsHfsiJYRP2degaaERpnFzkqK0ezs+Mo9GCH463v67LPPam1trctt2X4AA/TQXi4pwSk9aNYid1XqSTNeapU1S2WA8kuhYxvWHSk6PDysL3zhC92g7lxSRNq5ZTBdWTIT/iR+l4kgG0YCzMn6+nrNz893X5Svs8/Z2fF5rj4z1R7JnIBLnc7eK61Lp6entbW11XZrXFlG53twHtm1I9NB/8ghksd2qXawFTaIhamWp3IMS5GVqosWHEkNGxMj2CR/WV1drY2NjTo4GF91x5aNTz+qeOd9+NLl8qv1yg0NqVpbf89Bzq2B2EVkklyyPfbq2YPBxUkiCKnjtKzB+fnF7TZiv7UVk1IIMe7cNJjkKSuNbEJC5h1T3KDUSxKtkRgOA1Mh1zdNXbeRRMJB2EglPttptKCI6TgUrMjqCVyZmrrok2y7A4QCqEEq5QFfC07dE9TOzs7q4cOHE6VQpMOxFYwTY62qJnXZIydQfOELX6hHjx7Vj370o+4T9DOagxEI0jvHTUADMMqDd+/ere9973s1HA5rbW2tt7UvLS3V0tJSE1YZfJY2GTOH9i4cP7d2Iy9AxvETCMTMzMzEeV9A7PDwsD766KPa39+vL33pSxMyN0dSmlMip97JGI+Pj/teSoSXg7iLWC/G+fn4OJzDw8NW3KwT0sPxrL8AjWgLqLmphKJ5fn7eGz0QZmUwJXkJBxLJSbyfeVfWRwKRf+CIdNlqT2EajUb1k5/8pJaXl6vq4pDyTEp+8Rd/sdfF4aAyulSKzI/fzdIZIKVQUqATEH2fMiGgZdkuCdrGxkY9efKkg7/5z4ySElB1UUJk90tLS11WURbx896TogfwT09Pe8d99jJlI3OWJc0x0PJOmcFmvw1fQmxk1nyLL6yurk6UsCV0FICTk5NWfZAaQSqbxf087JG1K+3AudFoNHErUSoxAJ9iZg6MH+mw8UESd3JyUk+ePGk8ci2f6gBFq6r6TvTM/v2x1s+fP68nT57U66+/3qpIVfW4EOjsX+NfCDB7QBLNLcyTOLGJvb29+v73v1+j0cWNQ8+ePev5E1gkvdY6+6P5diqCg8GgE96VlZUO7lXVpUqxZ3d3tzY3N+v69euNpzbbPHjwoB49elR3796dKJEZN7Jl7MbLX6yF+c6bjRznlGQ97Vc7zyeffNJtPmkL2UMPSxA87yAQw3+EIXvYUsWlUuZ94p9++mndu3evbt++3f3vSn82NEg8ssKA1Ozs7HQLFNLL5lNR9x6p7sIPpJmaeXJy0nblQgiVDj+XrSSXhYZU+cUyJc4k1+5vTpEGYZubm2uhCQfBG3AZa5Pjy6qN5/ChVOQODi4utrh27VodHx+33xOOzF0qrBlHYGD+fx7qLq56TwQRgWYnnsuujXdxcbHnTwKUrSm9CeS3f/u36+zsrO8rzB4pRkoWdq5RGpOSEQcQYGTnGHlmrVXV18alKnTz5s364z/+4y4HYshKaxh3Nqty7uzXS6Am6S8vL08cc3NwcNA9IsA9FTe/L4MjeycwABAG6BgW3/McZCAblakUZ2fjLeR/7a/9tdrZ2amlpaW+1zKNL3sL3MYiq82y45UrV+rp06ddQstA7FYG0rGAyrCz1wUYIMbp5NkjAcw/+uijVv4oS/Pz8/XRRx/VaHSxyzR7KfP9EQPGbm5zDTNIIiBsNOXwo6Ojun37dhNeRNbnIAzeyyYShNScz8/Pd1k8S1reGcH3TE6cduKQUZk/e9/Y2Kizs7N2dM905MXW1lbPrR2uQAloGTvwFCxSLTUWz/e71kDjNCABEIuLi30GliDKTymZkh/qiFaILLGmHaYCcfXq1QZbawdLBIB8FlwyLuNMhYLqQ5UUIHzPODVC/8t/+S/r+fPnbcvWUFATnFUp4ANyKXmYnZ2t27dv15e+9KW6cuVKbW5utrqUZxuqYsDNVK+z3GhegPfnP//5vr/b1+3iltghPDCFTaZK5v8RWHZBkVWdEAgl0KmEXblypW0WqR4Ox7d5fPTRR7WxsdFjoWpSkb2H9bcxZ2lpqZNdihGyDv8PDg76Gsuq6kRaa0EemHy5Gd6cW0+JnpildYQooWcaJrg+NFVCwZ765+gz70DFQ+ysaSrr/FFiC9/Mj5/NdqjEzTfffLN+9md/tudAf5810n+dqhUftNbmKdtTkMGqmki0xJh8DnJMybdhDwnPEi91OHHQuujpZWepiPpaxuWqi566VN8kHbgGtdDa5+YQhN2apWKevZE5N9ZJLFYFYu/Xr19vlQ+2shnKO/UP+UtFEp6l0pnjy82XbENCmSKN8SPXbPvrX//6GOvee++99weDQf3+7/9+LyTH9tKZQU9PT9f6+noHeICSqoQsRQlBMPR9LyQb9XPA5t69ezU9Pd0lOD/DITPAA0oObQJTibg8eYKp95Ad+75JZ3x2GAuIU1NTna3LohBcgEBVyyyAUTJiBMuzM5BXVSs45iUDrQX2vew5YpC3b9/uLDJLSzI45QAGNzU1Vffv36/r16/XYDDocph1Ozg4aBJuXlZWVppEvPXWW12WoAQfHBzUzZs3ez2zl0GQEXSzRwf4eE8O57MzuAnubChJKztkJ0Ayy2iUncvEwnsgY7lOQAfJ5wMA3jtk+TGJhYQB+OQudrvgjNUtIQIW0NUfxO6zPMQflAmQocxo/b/5kwBdVmUpA8izkjKFJgE1VSG9MuwdEAMooKfflV2yORssvEM+K8HbM6m/mbykYiAzNie/9mu/VsPhsP7Vv/pXE71Z5pRds1NKW5bP1tfX+6ij4XC8ue3q1av1+PHjLrvpy8tdtlUXrRSOWkn7t9YS02wZEZwlcZSlLFkjE1RmLRqqFbDz8PBw4iiTJLgwFkHVc8zWzX/a3y/90i/VzZs3W8nVDoDcp6IknogtbI8duRbPtW9sa35+vm/+cD4eW6U6+StAJ9mj3JyfXxwCLFg/fPiw7U8CBfsod9PT043L8N67K7uZn7W1tf+n7SAVGJjBFmCOfxMejMMfyqA/iKIAT3ldW1vrhAgpTJ+vqn5368MnUxBxGD8CSYBZXl7uKg8CkzjmlITcR2CtJEC+Jt6mf/tZsSCrHWwCpiGcMBUGsVmYz3cJP0Qm5DUrSD4ny/58hU8hc7ABH0i1EEGGe56XlRTrZINjVgDNC/KYZXb2kuf0amlD/AhNfscJCE0A/+AP/qAdKZ0wM10Zvw802QgPZwFY+jQMws9j0P7o5UinU44BcpSpBHFGnv8WYGXNWHf2j8nIs4xrES3kZfZNDqcmWXzOSxnj6HazIVjIqKtjvCtDUcqkrin3aoxHqq0Lo8lADORkzeZCUJFtIbuAxGYGJSogBvQSmDgcQ9ve3u5SeZ5zRN08Pz/vHeFJ/PWLZt9Rji17JTIz5tRVF7edAMJUZjiu+eGIgk2qIakOIW1p48bvuYgz0ALql5ukZYVsQZkrbdBz9Hsqw+kNzWCRJFUiczkwAmjr9OzZs3r48GFfqG4eHW9jPtkIgELILiue/DbPu1NyRqDMX66NZwsElFWBn30hQXzq9PS0d8ABZj4zGo3axpJgsxckkO1R/NnJu+++W8PhsP62ZyZkAAAgAElEQVT1v/7XTRhS5WP/qYDnHPG33d3d7oV+9uxZ/eAHP+iqxePHj9sXYQq7BMZ/UfBns+fn570ZSfB59erVRP+etRO8s9RqvZBk88hmBb1US+GsO0iTTOtPloAok1obPYI2kGgpYO/mwecowVtXgWxqaqreeeed3vyRx4OlvQmGyp0ffvhhl8KtD5KdJxBY0zt37nSg3djYqJs3b9bJyUkfK/TixYtaX1/vQ/1dTjAcDpt0ac3gT/7tijzzLDBbY8TAvBM72H36/OXKiMoaP2AvaeszMzN9k022LcE/wkzGFcmb33fkyOXkfHr64txNRJZtHh8f9+1S3o9q6T1ggyQFbmY5XG8gdVu8zN2ubBkmpCglXuUmPT+T62I9st/OOuEWkijJDD7CDs2LMvvLly/r0aNHvVlMjMyKhjEvLy/X6urqxIUNyLj3sBY4EtGA/4hF+/v7/f8qSzY64iyDwaDefffdsd1m2cVLMVRBRk1d0Dw4OOhbDLKxnnGp/1MSEQ6OK7h53pUrV/qkdAzfYshSlUNTxfD/W1tbLTtvbW3V8+fPJ+4NBkiDwaDW1tYmjF1pQ/+FTGJvb68zl1QXBBDEMMsigFzPycrKSmf/2UOUzc5URYavd4xTZakmj4cxNgE2D94WDDQEU1iV4qlJfm44HNaDBw+6hwlRrKqJpnKOq2fKuj958qR3dctiEmySyHJYz0KYsz1A9sxRGLv34dhZFvf/gndmRnbDeV/v4rOtH/tHxth0KhN+zpwCXevgnkwBUtkhk5Msb1D0gEeOTYD088bA2VONBBAATED/uZ/7ufre977XQYYNJ3BmiYXtOlPq6Oiotre365NPPqm/9Jf+UtsXO8hSoDkzXs+DAcpgQIg9T01N1dOnTzt4mX8HCCs7e2cYwn6ps0nIgSlyCdThmQALY+CadeJ/ggXwl0hS2rMZP+8EpZik/whwuYsRliwsLEy0OySZtquXrcEqpFRPsc+wIzsrF4nj2TwOC5FdZVDqZh5UzbfgtH5A76FKA7MFvdzglYQ0kyxkTe+fXjE+rnpAwUfixSKtMm+++WbbpudTor0z+9/b26v9/f3GEEeVrK+vd4xCzJA6/m9tkcXsY/c8LTpwjo8g4+Y8YwEfSELkLtzcbJZnS7Lhubm5njfxFokUQzyXWsSeYbfEws/6XEfCOFkCsRe3jNU8OyYlE1H/j+Ahc/r0fC/v5n358mV98skndfXq1e7jdj6sXfIZC5LDnJ+f98ZSn0d1zN5xeIUcInhiNmxMbNOf52vIexJ3/aRizGAw6HY3tggLKJPwMBMh68GO9PNbK8/LakeKNGJCVi/44NT777///mAwqN/+7d9uYMxAh+iZZIMfDod9E8Lx8Xgn0q1bt+ratWtNRGQKAFWvlf8KrIKBbCUnO8HHpDB6zsdYACYFwOQNh8N6+vRps2pAKjjLDky+bOXZs2e1tbXVRMFEAhGfMT09XT/84Q9raWmpgzgFSBkl5WIKSTYIp4LCAGRiQIzawXCcFZXHeKSKIHj5DMHNH86qQfhyiZrSIHBwGsEWicq+jvz9LIcriyCg1h4gsRFzl+XTwWAwQcqSiCMsftbPIEGCg+dn6YmNmZtUcp2dmAQgVUx/BQZOaA2Atp13Aj+Q8nlZXsxE6ujoaKKHEPiZZw5vztM/zenc3PgYIYeLyuop194VSbLO/AHwf/nLX54gceZQYE0VF+FLAiuByr4WaywY8qUEaeNEbl3XJaHMto0sz/q3pCXtI0nW17/+9aqq+r3f+70JdVHmr3/K/ArAcIISc3Y2PgrISQQSBL6XwSzLgf7yO8lKJhzwyXunD8KqxKfsu86s36aBLGkl5lTVhCpPoc2gDiNVYAStVKG0SxgT9ZOCiaglQRiNRk0W4Y45n56erocPH9bOzk59+umnE8lb4uUPf/jDGgwGfZSMUq2f0zqEUPHl3d3dbnXhT/DUPPGJs7OzVhvFAgQeOYUrnp+Js0Og4bqYdhmz9XdZo6yAVFVjD//x2dZge3u7yfrMzEyTk1TMJcWwz1ogQPDIgcc+z1iUePWzpnLNxynJ2nA8H2albyLGVG34try83LwCocsWBbGTMuYdrI/48KMf/ahef/31/jm/ayOP8rE4pacuYyb8y+qLuEtsETtULvETtmNcMzMzE8fGUbaNAc+Ar3DaHz6KkMJ9xI5fZIXQ51RV/fqv//r42UrAH3zwQRsd9Y4Degm7VQAvp1paWuoXzm3owM8LC2p6W3Z3dydUDYweWHMUJNS7MTaZvQwyG0YBICNieJx2amqq+27sMJS1Aw1s3cQDVsof4P3pn/7pGg7HZ/FloM5GbIEs+xRmZmZqdXV1ojfBz1ksDg4QT05OuifsyZMn/XXkEnnXO5blSwCdJFRZLOdWhkQNSFIlm+H0HMGcWQ9kLkme9cnyawbrLJ8YM4KktKBcermchGRkKTnJBOc6PT2dyNgzCHPK09PTPrxVwPO75geg+dpwOOwghtAMBhc7I/lQlmdkvbJMYCzgGhvwMFe+7v8BaQJhlmr1q/pZdpVE2jOzfAz0Xr16VTs7O02E2WYe+yS4CpbaHJBqJTXHPGkV0H5wfHzcyjQsyFLvwcFB7wSnOGRmngmZdckEKltPvOdXv/rVJoCLi4u1srLS9+LqpYKJqcAhmd4b2bMOgjVf5u/eO3tVsyQlgPia0qiSEvKnApK9QALn4eFhz6+7j9k3LOZjSTQeP37cGMA+BaA8INvNKsqebFfwyQSgqrpHz7xlJSP9b3p6utW/LJHlIfrUROvnvzYmSmCMVUWHTZnj7P1V8bEWyENWMMzt1NTURFJA+MiTIM7PzyeOPJFMZK8bu/H/fNLnEA8yhsIFdoPY8EVYxw/4BJw4Oztr/3327NlE76e1S8VbW0MmwHwRRsAZsSXjVKppyKSdz4mZ2c+dc8ZntWVRUu0DyDiRvYqXY9HVq1frjTfeqF/8xV/sloYkWWyLX7B9doyMikUZw/lT9j6yx7RRvuTmpiSD7NV7GzcSJ25WVfs1wkyJzw0mbNj4xQ0bZ9nVr/7qr4799f3333+/quqDDz5oYzdIAHvZyHwAhusFseX5+fna2tpqJ/aXsTBCDNWzq6onhqHpzcuMysCGw2EfLZLXhmnWlfXeu3evj7Tws0p0DpdGVBjdaDTqS6uz/8BYqCQOLXYcjV6T7H9SjsqdYDZUZIDzDp7t3+bRHDH0VHo0jnJAoJFEdWNjY4IQeHYqSIImB+DYeUQAsmBNkSy2oZTEePM+YGU6YJkBEHCZ43QuGWfK9UAjCWVVtdrimd6VY3s3oALMUqkSTD3TOrGVw8PDLkuZu7m58b3MApnPyQCmPJdKqs9JYmpNtD/kOP3JRMH32QQigshlKUICt7q6+v8o6tY3iTXyJaPWY8qX/ZwdiAmc5hyop1qXNmJ92IOyr6b1t956qxO5VKWQDSDI1ik4sEJykGWpr3zlK1VV9e///b/veU9F2vp4d0HGAfZu1LHWWdLOUpoxjEaj3mnOJvQMUc6UqigRGXwyaTIW65+7J9kI+/bOqZgJ+DMzM3X9+vXa2NionZ2dCezPysHR0VHvZlSNYO+ZdHlm9mClquq/TmPgH3nTAZtI1dpc5ZFfiJL1FphzrihqbB4O6wuziQ1WWCuYrcVACZO/WoP0L2VJpMocIqHwS5zQ48bXklRlRSqJFlXKu8IBm21gd7b9IH9seHNzs9t4/PHZ8MHnXz75ggIqNmTFQXIPm8UQNi3msk2k2hzDRhWTqup1gRE55+Kcz8cN2DdMPDw8rKdPn/axUXwPNng3OG8OlGAJTSsrK7W0tNRYg58kyfPZ4ghswk1siskNfAQDajm+oQ0qk+u0Z36VSRThKXmTZ0pepqam6m/9rb81tq/33nvv/bOzs/rggw+aNcr2BBILkWTESzEWg8VIR6NRlzyQA4uZB3z6w6hevXrVO1bOz88bjAQiTNYxAE+fPq21tbW+W9XOF87y2muv1dzcXJ8XlI6+vLxcT548aWUmJ3N2drbl3qqLnVKADimi+D179qyVSHPCqP2184xBHx4edsDMUlCqh4it+0Zlk1muS4C1NrItWZ2Stl4ha2l9EwQBH+OjpAJegUn2fFm5M88cnILGWdiCACFT5DzKDWwAiOW1TVlOkBEJIJRGCQqFmU26z1OTunkQULPsY6yyXiBvHVIJ29/fr7W1tQ7OW1tbdfXq1batg4ODboI2TgAj2CJPbILDsweBvKpaLdI3mcojMkMJz8zVerN7YGOO/D57SLs2X1Rk75CJQyZ2xpdqhf/PBAS4n55e7NyU6CQh8LnGli0WWi4QMvblcxFEScRXv/rVOjs7q29/+9udOEos7Xpl/1liMscJwKny8wuJZM53qvxIv+rDzMxM2zRSpEzJZzNxQ/rYK0Uw1YsMvsiVxEJQffr0aRNkGzYEcwFV+dZ4JUDmEm6yY78L6+BBziUbnp4eH+b/+uuv12BwcauQ73lnxM5JBEhV2njizJUrV3qOlCGV8eEjAm/9kCXzgWQ66ieTOL3u3iXtXby0vlXVNpa+AEcTO5X64WYq9sQWRBzxsC6ZaNnAw474SR40bl08z0YfJAdWWzsYlJs+fV/LjSTAGhI72IvvmQPjlLxkJcMaIZo5J6mgpZLn64lVebOZz4Xv2eKjHx9umJOsbPi6mO2/FDkcSmw2l+vr67WysvIXVshmZsZHOdm74F1VT/KMYvaQRHwwGNTy8nInSmJwVTXZTZL8N//m3xx/77333nu/qurf/Jt/005fdXFllKBkoS7302DRANiGh5SPfTCDMIjMVrOBUUCqqgYb6sLZ2VktLy/3wF2I/OLFiz6R3TNSXaiqCbLFCTOwAj7Z3fn5uJ/C7+/t7bXBydg5xt7eXgeGvb29iUw0z+xJidr1bgICh/T+nBuIHx8fdwbBgJKgy+oEiAyEAovnyiL1XQjaWXaUfae6lP09Ard5S0LnHYwVUZPpy2SVrhF4QCLAGm+WdwBggmZV9aGczlcSuCjBp6fju6YHg0EfJs7uAIvnVlU7qoTI+41Go95dhegvLi7WH//xH9fy8nITB+Tzcqkv+3dSWUTiKHGZ2dlVORqNepypsCOT7Nl6Xbt2rYmBcSDKmv09YzgcdplErxD7NW5Bjj9L0Ni7cfI/ACSopXJorRHJquqAmqVtrSXaMVwfZ42rLjbUeB5soeTwP20mBwcH9bf/9t+u8/Pz+uCDD1rRMtc2OAjaiM7lXd/mMP3GfLNXSUOWxmXo2jiyZyiVsPX19bpy5Uonvhno1tbWmsBQ/AUkeM0WTk4uGv0lot5jdna2S36pFKsWICOSkapqzKPGJ36xA+vl/cyjP/pJ+RwMSaVHwErik8qeOJPzIn7wH8/zXleuXGkl9urVq50YwNQs5/MNawg30w8uxwwJfybIL1686LXPpETCBMeQB3FL8E7ldmdnpx49ejRB/LJikc+VVLDNxcXFxmBrBDM2NzdrYWGhlpaWOlGG28Z2dHTUlTG9b3BIfz/fT0XPOyTRkxxkrOH3+vAzyb9y5Uqfy5fjs/bWznrwAdzEGMyXUr21N8fmJrHLv81ZtgjBG+/g376etiXuzc7ONmdgv3zS2GDK5TXlI9kWIH57TpaDKbep3v/1v/7XxzibbFeQG41GtbW11WQvyzlZMlSeA04AE9D4YCUjB0y73xZ4XC6TIUGCIbVF2YhBjEaj+l//63/VL//yL9fbb7/dk+DAXIHBAlx+rlsWcsGT3DIcmUtV9fVZSGOWsjgKJ1heXm7g1V9oETmJXkqOSIqn6nDc7BuSlQFPGbGt5KRmJZPMaJWrkaNUA+bm5mp7e7sGg0GtrKw0kREMGZ2rfVL5MddZWhV4zJfSO9BMNdN8WKNMOHxWVU2QKOQFqUc+ECrkcXp6euL0/3feeaf7V6nB5jHBnaKMTHEegQEBHI1G9fnPf75bHyh6nI9d8y9N5xQtIAmIAYFxAJnRaNRXjQGKnFPE1LgFiPQjxJRCjlgZL9WGwsHWkpRcLu+xA39s/lCKB2aSGWtIVWYvAo61zvdlF6urq+1LiJM/uYkm312CIxGT6fNHBODw8HCCaEk6+GS2H5gHPaPsMfFMYHQrg+Nc2DqCenY23vFs05Uy+3A47E1oU1NT/ftwVhLDf62Hc+MQD7s1M3BUVeMye0I+4BK7YWNZ2jWeqmoSxdaTbHk2n88qkviRN7M4m+3w8LDxzDocH08ep6GHjaKXqrF1pdplQnF0dNTrL5nf3t6u4+Pjfie9z7Dr4OCg1RW2nBsgEcWsah0eju+VF1/teM15QrStjfkVC1LQYGMOzE7bhlHskz9k6Rfen5yMzwdcWVmpnZ2dPmBbAqBl5/r16xN4JIGhWDtX0Fyya7FW3B0OxyddsJfnz593T7Gjw+CoaxZVA5HVJLtIj3+7uMDzDg8PJw7WF5f4rM8iNOQfvgF/UuVE1BDFrLR4n+zPxJUIDOaEiih+ifNZQs/5lBhJhh33xS9T+c2Kq+8R83ye8vtwOBzfBXx2dtZB6fR0vONQ5ixbFDC8iK8JsNmX8/z5877iCDlZWFioly9f9sKQ+jmgAMTRZQmeywH0Qw0Gg3r77bfri1/8Ym1tbbVCdnR01OeuCYp7e3u1u7tbCwsLE8ct2OiAQJCr9/f3O0MHqHkeFtBeWFjonV2bm5sTpQB3K2PdwFVGAJA4CWfPbfHPnj3rsqLmUeBh3RI0hsNhbW9v947e7e3tJpeemZmG5102vKmpqS7DcF4BBtDs7e31RiFgC4CAjKAjIFMQEcPLqmhm3sZ0cjK++5HDup5OP4d1RFyoCUpj29vbVXVxPMv09HQ9evRogojmWYtJlDg9EEJkfBbAGI1G9f3vf7+DaI6d/VAOhsPxrms2wiEXFhYmrghLp3/+/HmDp41Dvq7nCChRONgTHwIeuUmALSgRpVIncGSyBTRyF2aWvii6T58+rf/7f/9v3b17t0uT/DcP0jVWAKUc6V3YsV5ZR3ZYbz0tNkiw1/Qzn5FVgfQ570XdQ4iAZAac7PlJJVwS6XckEcPhsBVPoIz4Hx2NNyQ8evSo1tfX686dO7W9vd2E1vs5x45azGdUWWCrgGUNkwRl0757iVOhSFvNErPkFsHhq5Isz1WKvHr1apMZQVkCk7v4xQnqoDnKnm9kPCs4sMDPwEAkVdLCF16+fNkbFJMcvXz5snvQ2TaV2bvz8/y3BBExzmN/qi52o0qCM2lPFS8b8m1oMzeSTs/KuYY76+vrdfv27VYUEVzfn5mZ6bnNdqpcK8kRYj83N1df/OIX6/79+22DbkXxDtZYEuPWsGw1yX5BNinJFfcy6Uqi4vnsMXEq8ROR9bnmczAY9L3UklhJcuIU/lFVE1jp5AYnlJyfn/dNR9am6uL8Wb/LtsVjxNtzsyK6vLzcx8NZu9xkmrExE/hUONlTYjgM4k+qhnAo287YwmAwuNgE8pu/+Zv9wQabpag0ZI6XpZ+pqakOGCcnJ31cg5+ZmZnpMp+XNUEcxSA9B2j7OSQBQMmuUjIVEPJKIIGPkQrUDjEdjSbPZEJSZNECZJ5/ZS5OT8d33Do0dGVlpfsIMhPOslnu2gEMtuULtCsrK/X222/X1tZWG4I54cDmVTOxcqwxKCsZr1tMcl2SaCiD6oVKZW92drbfMZ3RmjBEzppOlyU/IMFhGWM6gs9AwD0fSUgCrMRCPQMsOzs7bcd2tbMHc0ntFiwBcioH1JAc65//+Z+3epNBwLPSfjMjpkKdnJz0hob8DPN0fHzc7Qp6T2W67MrxNnZlGj9ilCqa8kmWEvhhzkeWWi73QGVQsSbWAqD72q/8yq80KRF0p6ene32zrJJEPAMEu4BJSQ4ya5doZukT+AO7JB9A9/z8vDeB/NZv/daEwlf1F5fiJMHmhq/Co8tkC35mW8HW1lYreMj8YDCYOIOw6kJJQXQ8j1pmXigIcFcCixAhDsYmyNokt7q6Wjdv3mzbyJ42c54tI8gYO6K+IcO5Y9PdxdY0yZb4kjYoxmjZ2N/fr+fPn/fh+al0J3F88uRJHyEGI5AAsUUF4sWLF7W5uVlPnjzpdZMkJL4o48Mrc++4MS0U2dpAKedH7JHtsXeftb+/35WOrPqkWuTzbS5UkWAf2RfGX+FUbmITw2xiSKV8MBj0AcISDjGDncAALSVvvfVW99tnUpiXHGR1J5VZtiBhJKQsLy/3+LTumC9zw14ygZGgXLlypdbX1xvz2EuSKPaTcTlbDpT6P/744/bLjAf8PPsC+bykY39/v8d5fHyxoU28zfuCtZ2kKpnCDIFK8ud9UyQTa+Cq98w4JB5Qs7/61a+O3/m99957//T0tH7zN39z4oYMTuAFcuH820ulU1NUslmbWsYpZSKIYmaGwNfnChjr6+u1trbW0rBmVezWzhh9CUk2lA6yvOh9AbQScx6DADQTmFPmlzUmaOUBnRmozBdQBaIA1M404I/FZyZ4uTEWMQKkwIDT+lnloywdZ29f9i8I4knAlVoYF5UEIchrrhhkyuGXAyfAp6ZkYGbg+Q5+RvlQMEqJ3c8YL2cEAD6D2razs9NH8FBa/I7PBmgc9uzsrK5fv17379+vn/zkJ3Xnzp2JsyzTvq2brwN5N7XMzs7WyspKE3YHrVKOqy76YtkKR1Z6uXHjRgOUMaYSIHNHoBLoEMzsc+THi4uLXZ5FXCWCFP8EFUkDG/nss896vMBZsOCzSRyRWUQN0fNz1hsmOVokMSPnJ7NiyZ/smDI8Oztbv/Zrv1aDwaB+53d+p3/fs4w35+Xy/2fPkt8zF/CBjycxPD4+bjIh0PqeRIiSxDcPD8fni5lnfWwSBxuMEFatJZd9OxNYx+6MRuPdyQKOv3wYDmfAEgcuYyJbn5ubq7t37zae+S9F0fr4euI3O3n48GE/dzAYdP+XuZmenp649QjJU72QWAqmyuGZUMLEJG3WIU8ryL7Z9InEKaqlUxb0AGeLC4UIGVDGzSTBmmTrBuKW1SrPFFuscWKQd/Osg4OD+qM/+qP6yU9+UisrK72GWh7g5eHhYa2srPTzLtujQ9qrLpK43BjDRlKFMn44JU5preFXNlBVXbRkiZue63cknsSCVD1xkJwfv5vjFHOo2xsbG/WX//Jf7vWR0GS51zrBfLac2Or7Ko2It2qBMXi+uda+AkPtQ8hSb5a0EXVcKMeScROfOT4+rq9//evj36cA/tZv/VZnjMAgVaw0FEQGcHEujgZoUtHLXoY0fgQrsxfEgaL14sWLzlxNVJYZDfYye05ZNGVTBqVpXInPmUPUOcEi+348Uw8DECDNV11kdoI41cLfJIrm4/x8fF2RAJk/l31ume0hmgyT1H/5c5N0kc/NGzk/j81BGBgpKTyzz5SRgQcjFWSSGHHkDJRsJIN7Grade4KR3jZ/ZU7mwtc4H4O3PvknZXqAwH6M6caNG60mc7B33nmn7t69O9Fy4D3m5uaaHB8dHdWNGze6TFd1QaSRb2BnLiRFwDSVb6TR+KguAAAIWyslANmj9QEwSp7mLf011U6k37oliKdyI5hKWsz93Nxc7e7uNmGRdJmHPNojlXiADsT8XiYt3skfaympcu6Wnhm2aZ5kwd/5zncmQNV6ZXad7RPWO8G86kLtlESyufn5+W7jGA4vzotE8I05jy7KhIHCBOOuXr1aKysrTcYEF2NO30sCY41T4ZMkLiwsdP+wQJ/BJstZ/AxOm1vJ02Awvn7LrRF8kP1d/loSZ7s1lUEF8sSijE3aN4bDYc8VvPRcBxYjqtQxO5612qiYWMupqfEZtFoNBOzV1dWJqo42hctHPOWRJzYveX9HRWWinKpeJgGX22mQT74tSTK2tFVl9MFg0P24jqBxPaT1ZmPKm6PRqPt4qc7iqj5/iiWFDyGizImt7Ex8dXFE3r2bSh0+cFm1Nw/wOu821towNzfXrVmwK+0n248Gg4tWHLj36tWrevr0abceWZMUHfwlJM3OzrafWp/8izCyaaqquYPtSbK9j1glyUjhyM+zneRjBwcHraImzs/NzdXXv/71caxJ4EQYKFsPHjyo27dvT0iQgD6VFQCZ2XGWlHxNUPf76TCZAQuEAtT29nbvqHKv7OnpaW1sbPTRJnq9VldXa3p6ujOx4XDYjfs7OzsT5IRjmtDMEihpJm00GveTjUaj2tjYaKJnTKenp/XJJ580icqs18IjnXmIbapqGXDdz6l0Zq6Bh+CaBILSIfgyDj+bu7GAmUwSOdvY2OggYCeonojd3d3uZ1NyTALLEAUqYOL7mvcF9ssKl3nn3I5v4MDA2fxmCdJzKZ2CnmAhGCLNAhn1mB2z86Oj8XVLd+/erQcPHvTc/8mf/EkHX/1c09PjY3pee+21fj7Spg8vM0O2IXNEFhYXF+vmzZtN4AQuBHV/f7/Ht7e312MH2Ds7O52tmxuERKbL5vzJto/LCq45Ehwul7WBXyocSciUjW7evNl9bxI4tkjV0GxvfZVvEQwtHa5pNGfr6+tNauGIP9lykcCapcGq6v7ntEFrY+5h2mU13jv6PImrOXLu2mAwaAJ4/fr1iR23CCAMyjIRf5uamqrV1dX2U8EJCdR2YpzW0nqpyhj/1tZWJ7DIBtUFEZA0+z1KeRKwPEPVmpqPPOUARlpfyhicp/yy2fPz8x474gBzYJpWCRjiCrHLPYz6hZFWSZa+9FS4KVhZvUjVytfFLRtgBoOLVqQkmVUXvc05z3BGFUQyLhYhE0iyqhfCmUTVuKy3dXWsCNyF6V/5yldqa2ur7t27V48fP24Stbi42BUJpAfpE1NgyfT0dO8VyO8hIDCfTWRfmp+zDm7ioLgSk5DLbGNQHs9qGp9Q8Tk5GR/BJVETo1LpExPwEXisHYXPse3Z2dnuT8wSvXezVoisVjkEX2JCnUw1jj3BE6qoOGa9k6BLZsxj9kBn+4YkAhnO5HBqalUzMgkAACAASURBVOriGJjf+Z3facXt2rVrdefOnZ4YxuYDUlGqutiC7JiUyxkyYzcpANQZSbJeAVqgtFCvXo3viHQ6P/BREkEyOJK+JQ6nH5HBMWwEyg60VAAAMkA1fu8quzFGIOX9gNDx8XE7oONJLJB3ASoWzw0AAgGVIdVYRqaHQiDKHipz6Kys7BUUTBFxv4+smmOAyxlzHR2iCswvz7/ga82rqoFZwgAgE7w8y88IRt5JgHY4td/zPSRyZ2dnolzI6VJp9H7ZO2O9PCsBB9EQMPQhra6udlJCAeYn7AQhYVuy31evXtXW1lbbTQLD6upqB2JzYQ4FD2XRhw8ftpOzHclLqrrZC5P+jbgD2yx9WSOEbXp6um/ouayaCV5Ahx0IDFlWykDDvvmyUpD+RSQU4UHQkvRZv2zMpihS673Pu+++W2dnZ/Uv/sW/aGxIIoB8JtaxiSz/+NwkOf6cnp52qffs7KzXGXk4OTnpa9G8l4DIPs0HX/O9y3OCGKWKwk6oBZTpbGg/PT2tzc3NevjwYScofObynLADwU1yYE6Uu6wZX027cipCqpDGlu0fErT0w+xDvdy+QIlZXl6uubm5CXJ2fn7epDtJOnWR8AEjcvxwOttPvAfbZWcCL0zWVqXVIX3cWlnLyzv+2Z8kk++nuquShJTMzc316RQIX7aE2O1MbEHiYVjicD5bnx7lKmOHg6Xn5ub6HMDsRUX8EBzkEHZZIwpyJgV6DmE7W8/+7VQI+R9c4bfZGsZusiUCrolfMPJy32FWvNgAIsh3JVVpxwQzBNNdzIh3Ju3skA9LCFLZznhG5ZV4wGNqex4PJFH42te+NsZbBPCf/bN/1r1iOXHkUcbiRVNpYqj6fARIrJSTcxAS98LCQmeyQEXGcHx83AegklCzbJcGY3IAhNKhyZfZpkIBhAU1ZDHldAFGf00qCAAtFdDc3OHP+fl5K4cyYcDm9PYkmUlO9E1W1cRuwDQAximbtPPJOnoHAZMDeQZDV7LgQA8ePGiygIAIKH4X2Ar8ghTFwc+mEsFR7d4yD1XVmZBDwrNv0c/lZp3hcNi7r615fqamb8/OHjxqGBvOkhdA8Xvm+ORkfKSNTHBtba2VQMQ5T3NfWFjoXWmp+qUzJxmWaTpPS1lOsgCsk2RVjZWnlZWVunHjRvselRUJ4/wZ0AByBlj3e2cPC7DLUjV7T1JO0TLWVClk8pk0AvLnz593b5W15beedfXq1Z6z5eXliZ4zfgIr8rgL2GGjDByZnp7u65C+9a1vTSg4WeqFc0l6UuFHaB31IqghfpIjqoYkdjQan+dIqVA2NlfWia3q9zs5OWmVZmrqYoOatcy1YIfWV8lMGQmWWBv2zFczARdg2ES2myDuqZDyKb6PgFv7rMJkXyEMzsOL2Xv2cVtL42HrMDLPWPOOWpyso7K8KzPhpXmjuHp+ljLNUVU1AcrYlhUk7Rv83vyzdeOD3fm9y8KEda+6OAg+STsc8V9zYOxJshNL+LReZAncaDRqIo2U8qvFxcXa3NzsW1Lys8XV9fX1rhQkyTKPVF04u7u72/EzbU7Sl0eCpRCF8Jgfvpj9eQg9lZWNZQKcVbnT04vzfamzGYtUKaxnHrSPD7mHG0Y5+3J+fr6PEaP4pSp5fHyx8QceIJfmk33xHfbBH2EvvPKuh4eH9c1vfnO8vgafADczM1P379/vDByYZunIB/t9BpiBVqkS8cN+vYjr4hgQ0nh0dFRLS0u9uUB5gxoG7AGU/jRZGPCam5ubkEdlEhaakQmQJoyhe2/jcon40tJSTySjYGSk8Lm5uVaSHNjqHRjP1NRUHz0gsAj05F5/jFfgE2DcaKHxOvuwlDjy94A0gpi9JL7/+uuv19WrV2tzc7OzFYDHqdhDOh172NnZqStXrtT29vaESgVMEQUBgT0hMnrpkBTvJciwL06WWY934aSXiZ01QnizrykVj+zls3ua0iA7U5ZM4p2kC4h7f193TFKeH0Zt9g52LefBxXrkZPR5wv7u7m4rNVUXZ3pSlK0xVQCQ/H983duP5el1Fv61D3U+7zr1YcZuj52ZGMIQS8AlIgghodgOsSOEIAqBP4ML0uKfQCKQi+TCvjAQEbhC3IEUKSRBYOMo9nhMz3TPVHWdq7q6Tnvv30Xl89azd8KvpFZ3V+3a+z2s9axnPWu971eQyXImX+bX7BL46T9BFtn7mzdvmhqU7RxpL8hu9letrq62U9sC5tu3b1vPlJ4elQUKDl9m76kksTFB0Rq46gGOIH7+n+CvDy8Tm2mQhS9V1RQB19VkBk+tOT8/b+ODoa5UkuBUVbtI2FiV3pQeAb7kI0E/fcr+wzLzROCRQqW5TApht2eme13Vw6X4mQB0u/enTOGbVp5UZvhLt/twHYv3kUBncpK4Q2hIHOCvt7e3TVW5u3u4OsqDAszP7yI7SbjMA76Yd/qORCjt9M2bNy2YKzcTHYz38PCw2SI8pybyMwRS3xz8sOZJFPmn1gq4kzbMP8xby0DeraeXuOrhueF3d3ftwA27Rhw9sYaK69J487G2Hr2K3HgPCQwc5B8OxYkvhBI4ggtI3nxe1cN1VOlvWQrP5GA4vL8cHzlOAYV6nW0ifs9nw/U81ME2stRuTtbP2NyxmGqoz3dwc3l5udmVzxcfEeYUjawB387WHb8veWLfvtrDADNb0zN3eHjYsqCJunHv4XZyCwksZZN57YSg65JPQdrj01yncXR01J43adIuqqQAOGmc5WjBHCHIsgjn4WzGRp6nwFQ9HLlHCJPNyzxIqur5VTXRM4CAMUSAn2UZRFAg1Mdn8yiLVQ/9SZxRABbgz87O6vXr141kpkyc1264MiSzWAEsM5zxeFwvXrxoionXpHpKqWGkehRTeUQaZS/KQu5bcuH09vZ2+4yLi4um3kgSUuVkFzIawYf6mYEe2CkHZul22rn9QZIFGiSJ8/EPjnV1dTVxWi0zyCQEHkmVkj9SoAxMHVKqEtCNXWkXSI1Go3YpsCCv30PgQwLYHRunTGUJpAHCn80zlTRP9wG6b9++raWlpfr93//9Ojs7q52dnfr5n//5hiO5pvk0gZubm4myc6/XawpVZu1ZWUB+YUVm9RR0ynGWhLPsLFHJSkaCoLFYH9+DaYkRwJ6y8ubNmzo+Pm4+63VIzOnp6cSJ5kwu2bA5XV1dtUCZpSnBGYmTFORVV9aeDSRBpb4JhBIPPaPWn9KSqjTbyEB3e3vb9kPSwc/hMxUjfcznSNqUI/O0bCZa8FTg4ofIubnrH4WtGxsbtbq6WgcHB3V4eNhaMuyzYEsVhAdadPQ5enwooqys6xnQcC2Th93d3VpcXGzJkBaRqprAAe1LeSG5uGRPKOPsga1TkdhjqpGUJYQJtmxsbLSqzXT1A9ESvxMv2FyeJGXTVdV80ntQdK0ZhXJ+fr7ZK/tzMObo6KgODw9raWmp9UznfvPLTCL+ogqWcfhZYnUq82K3snDVfYVgfX29lVNT8Op2uw2T/V9pGn9RJYQDl5eXdXR01HoM2SQSicCpJqXajbvkVVpV1S7szgM32abHH/N79qWq2j2dfyEB5KSY8LvvvtsmLAhmIMxAJ3BkjwhVgApHPVtaWqqTk5P2Xre3t63PgbNXVQPyzc3NOjg4aI3fQJJRWTgbDoSGw/tLZR2mkKkoLSNRWZ5MkiPTV6ZCKsnmQIhqxZApItZECSV7CmR35tHv95uBpSoDTGUSWdpRwuFkSVwRL+CcQQegX15etrVJkodoILrmi6xaH85lf5XmKb8/+MEPqqrq3XffrcePHzdy5hSdTIrTIFSMm71laVWAT+JtbWZmZtodTPaXysjher1euyOPwjocDtsTFqhfSlRIsJKOBCHfE1gAZ5mWcfEhSVR+tgCUZaOqapedIwAyUr6YPuvAFlsUZH2lUo1kmicylHaXvgTM1tfX2/UZo9Gonj59Wu+//379+Mc/rtPT0/rkk0/q0aNHtb293fyarfjcqmoZcvYAIXrWr6pqd3e3jo6OWoIhocq90T/MNpFZNp5Ze66Xfc5rNLLEne0dApUEJFtfUol555136s2bN+3Ed69335vncBrVZHV1tY6OjtqTkIxtOBw2omB8CFGSC8HQvls/6+1101UZyROC4zQ9rGLX9iLbNSQf1iOTJ/40HA7bCe9U+KerBQgGZY3P397eNr+UeCHp9pfimViELDi9i9i8fv26+Yz5sAu49fbt29rf32/VJ69HlhHuTLpSKHAYMU+hshGKfKp9sD8xxl5JOCk1mWhKuOB8HjhBNMQoCQnMUDIUdyXDEjF7BYvhj/iB9Pldif9gMJggjtpV9F56VFyqefriUlW3ntkike1AOUYJnVglFmZLFLvFIWCY/RQzJG9/8Ad/0A6GfvnLX263eGQ1LxNGyj+uI0bwL3HduQTzxHNcKcZ++/1+4yjic8Yhn8cX+QrcSTEpsSwrnt6Hbedhu6oggAyu2+2260h8EAAwGJlmZgoIm7q47A8hA8gCuokeHx+3wJN3BS4uLtb29vaECmFh9cMB9CzTZEkkFT0E1Pcxc+M39k6n01i5cpGMFkikLG+BkSHggMClKojkaaq9u7trjeMaNo1JBino51UHeggSdNzwz/gZJkO1NjJXY6ecZkBQTslrITL7st5ICcPsdDotM9rd3a3PPvusZaYJ3NnflCAJ/FNJyQbWvIoBeQLIsinZmPezlvYgVTjBXKsDu+WwnlxTVY3EKz3nninJUleBLntCqjMQWl9kSELA3jP7zHJklpHu7u4m5sgufCWRYn9V1e7ds3bKyuatl8XeGc/c3Fydn5/X0tJSPXnypL7xjW/UzMxM/fjHP56wh6Ojo+bfCLOrNJBC2JIHsJJAZOtJgmgGEGMTiIG5gC2jN89M8jKRysDu77QfmIRcWyulr+vr61pbW5sIFI8ePWqn5inZ9t7FxknGqUkyeGVJ2Cvh029ofbwWWeNj5uGxYZRB+IuMZfJ9fn7eDozBIeNOJX9tba09IcJ6XFxctAMuWf7Pnizzgz03NzftIAwM8Fl+3ziyNJ8kNSsDkihkQBuI902VmTqHiLON8/Pz+ulPf1ovX76sTqdT77//fj1+/Lhub29bgr+1tVWrq6uthMkXXZki/nicJl978+bNnzuY4pL6ubm5Ojo6qpcvX7bLpj1mLXv9kIzp68L05BkPn8inzrA19pt3zVofyrGkiu2MRqOWENu7u7uHC+2ThJ+cnDQMgiFIUyr4sDaJG3/M2Ay3r66uGjZl6RZ2wHM+gTBLEvxsZWWltre36y//5b9cP/zhD9uj6bIvMPsqJdgEIXjPBxwuYt9KuZRiXML9kJ1Op51eh23+zV75G3/w85y/+ICDsH3ztKc7OzvthHwS5KoggNSDzCD9zYmBigXKplBG5WLnVCEYron6WYIfgoDN5uW7CMzR0VHt7Oy0jT87O2sGkEEse9KQAYqBMXN4gV52kX0OsiqbTy3a3d1tpa0s+3E0zsc5fVGm9G2RxbO0XTVJ+BBBwT774rJMItimUZl7gqB5cyzrlXtk/xAczuD3smkdsefMH3zwQX344Yf1P//n/6x33nmnqqpdOMuWEoS8L4DK3qxUpwQQION3Zb9AQJ+XRGRhYaHZCZDw/mnzgn6qqoi1/izXkfgd/ampYLIxp8TZpQA7O3t/LQpFjVrI9pQXhsNhHR4eNjUjCZSDMMbPH6seykyaqfv9fm1tbdVwOGwXippXBlE+Yk0RNYTM+/Lfubm5eu+99+pv/+2/3Q7C5LVO9lsvEB9OG6Lg2H+9lpeXl7W8vNz6JPf29uru7v60bKoV7AIuvXr1qt59993qdDpN6UB4koRNH9TKgOH9/Duxgm+mDQJ1f8NF2bwxUqb9H3YsLy830oVwsgukz1jzMZgwQVnS3GCB/Zvupc15CmbTl7gLaJKR7B+WSFkbrRypzlkrJIv6WFV/4QEW7QvwwXtkcm5frIvXa/uxrnA+e6iNJw9WZEzTq87vHbiRiMAh65rzROr7/X5LQNl2JjFijZ64bHVBEObn5+u9995rfYQOD+SdgAgb4ginkD37pbzKlx1E8T7GI64gSr7n//xtZWWlKbFnZ2f16tWr2traaiKFRBLBmK6uUTKREO0Z6UvK3OzM4RwxTCuIVqLkDZkkOEg3MzPTqg5OYEuU5ufn62tf+1o9e/as/uRP/qQlQx4rx5/ss5tJxBDEzt8EM5zDHFQdzSPtJ2Ob+I/s+l0JbNowm4MFianej58TRObm5tqVWd6zKghgNiYCh1RvUkrkODaSpO0DEYcsQyIn0/e6yfodhtCAb6IA3EEQDsHQZW0C6Hg8bgEUE6Z8IXUpoebnKytQEa6urprhTxM2cxHA0wGydGkd88Rkv9+vH/7whxNXgTx58qT6/X7LnlZWViYeBJ+byhgRCoEfKVCGRc7twzSYAhJG73Z3AHZ6eto+S1Cy5r44lL6yi4uL2t7eri9/+cs1Ozvb1FBGu7Bw/+iybMBWvq16KJVmKTKDNJKmV4e0bd7TJfHsd0GYlAs5MFuZPg04MzPTSir2lZLH1igyygH6LHxGlsfZDefPsrKAzU+ur+8faP7kyZPa399vJcQsL2RgQIKpotacL+e1H4DDGiuR2GdKofm6VgLp/ulPf1pLS0v1+PHjWlhYqJ2dnXYPZ6pK1Cx2wxesFVtOFVIQYpOCpUSLemY8Tkzv7u7Wo0eP2p4hcQK7ZDYVIl/2A1GHbYiV1yN/uW+ZANlTc/a9THoy8clrrCji2WqivQJZ0QYhSCIOSZj4NoKm6uLzBU9kS0kKtntfeyUpkwhT3+03O5M8wFQkQCJK1Uql236zTTY9Xf6D+/yNXdsz761CoMx9enraMM5+s5uNjY12p6RkcTgc1le/+tV655132qljqh4lD5YqpSUW8NFsA0r8NlfrpN+TDebJzuwn4xPsjQok+EsSshIDI46Pj+vJkydVVS3RYIOIQarT4oXeREQuK1nj8biePXvWLtBOFU+MrbpPWE5OTlpMEMNxg+xRT5VbuZSdOMjjBgd2Ol0qVX1iSyoteEZi/9LSUu3s7NSjR49qYWGh/sf/+B9NOEjCL7bAsn6/P3HLQHIl66pH07U67DOrCeJJ9gc7VCN5ODg4aLZl3VR6xAvJOGKaiZ3XSHrZWGJfI4AJfE73ZbkAsFh4gEpGNgmbA4ARJIMxIeoJw0L8BA9qCzA1ll6v1y4rXllZaad/AXb2wqRSxjipAYAK6UMq8u40JSoPwHYK+fT0tK6urmptba0pMplVZaklwXQ0um/udA/XixcvamVlpc7Pz+uzzz5rvWj6S1Lmzd4kx/SpRElQsuRFMh4MBm3Oyomrq6uNGLkL8ebmpt577716+fLlRPMv4OW4yi5V1UrYo9GoTk5O6r//9/9en376aSPI1IS8I1EJPEum2eOQJ2I5nn6wxcXFdrx+MBjUwcFBy+ju7u4a8UAWe71eK9fImrKvC4hIKjKIsnGnsW5ubhoZkVBwQEqIQMT+AHH2rehjlX1Tj0ejUW1ubjbntMdaI6gyZ2dnLcBcXV3V0dFRI4wAhD04VS/oeE9KPZKSh3YAf17PAaxHo/tezj/6oz9qz+FFDIDO/v7+xIl0PthA589AymfOzc21UpKWg3x4un0EvN7Tadv8vaxiZP8aX5+dnW1B1nz4pcDBRyS1sA2Z957mRF1MdUk5klquHzGbtKnm9l8yk20Yxknd4jPZrwe3vSesyBKsNhhlT+vGHmGoBF8iLPghVlSJg4ODVmY3Zrgu4Or19kccGQwGNR6PG3Z4zBkfoFqyDeO0BtRld/3lPaZwo9/v1+rqaiMFZ2dnEyQd3sA066dPeXNzs169elX7+/uNZF9eXtbm5mYtLCzU+vp67ezstEeBijVwRTIHJ/MwiETDXO1XJtcSRYQnlT9q2nB4/8x4dinOIVJwTc/lzMxMbWxs1Pn5ebMtZf+ZmYdrVsQwiYsE1u0MSE4mDfaHHTsF++677060MUjEzSUrMOIXTpC8g035TPPFRcwbB+F/YpsDY/b7//yf/9N8ktCizUeczRis4oBQafnIOJZJ383N/X2kedgTTlhTqubs7Gw9fvy4dnd3a29vr/lGKqTWjnhl7jBLLOAX2lPevHlTg8FgQshgk1VTh0D84Pr6um2EQCWzRZSybwa5sMA2TOYouKqPK09xWgRxOBzWyclJk8ktOmAajUaNhCEOVdXuotMH5ICDbEbQSAWNURgrsiQwyRZGo1G7RoCDZd8IVUm5ITdFwOVcw+FwQulUAhkMBu0RSH9RKTYN0/tzROqbdfQ9wTJ7gxAqQOfexpWVlZqZmanz8/N69epVC5DK3Nby4OBg4t67ra2ttnbsZzQa1fe///0JGR5BBnLsAsghVoJSt9udKA9WVWtoltVmRsO4KZeCFvWlqhrw3dzcNDs1plyvqvseNpdcUyH0dWSfHpvL1gHESrkJMAqq1gJR9H/ZJfA3n9PT06ZoI5jsKv0nS3NKf4AKYCIzkjy2pD/m4OCgBShkKpu3sxWBMpfKxtzc3ESyNB6P27oJsktLS42U6pGy1/An9wXJkaQBZk9IYUt6Kvk5oB6PHxrlKUbWHgHkS8A6EwQKHd8ydnsh6eBnyjAIU2KowEb9hhdZahPg4IrxZtItiHiNqgjsNTcJ9TQe5+l66yLYWy97oLeY7x4fH9fOzk79zb/5N+uzzz5rZPzi4qLZQBJKf1O3rCGVvOr+Hj3+n4mGtaX+sTUKldcjhJeXl/WFL3yh+v37pza5eoeqTV20hpJWPgq79vb2WjXk4OCg2bEnkyCRaQdbW1t/LvYgpMPh/dUjDoesrq62eEDp0k6gX5b9Vj20Z6nqZBWIb06Tr2nbzHmnsq3UqGSshCo5hO3IKEVLi1ZVTRzg0gIFX5E4SZnENft4JS1Z2sxyvviaZU+xQ3zo9XrtWjSi09ra2kRZml17vOf+/v4ED3n69GlT5hFshEr81edvjK6gQzQz2bdeGavEEOsLx13CnqVs+553OCLS2YuYZWDrJqkSj4bD+1P/y8vLdXp6OkkAx+NxA+jsKcvSpQZLTeIUEB+uhOfLgPIETr5Plks1jStxnZ2d1fr6eutNWFxcrP39/YlyI1JZVe3U0e7ubustccybesPoHDahbt3c3DRDAYhIBYNkDEoWJN0s66WCYN7kfsbD6ZCKubm5thkM0ZiQ4qqaKGl5vM/S0lI7TSjYZrk0DRWB5EACrgzIvmSJRr8KcHI3UaqnQJDtXFxctIBfVbW2ttaavO3r7OxsDQaDlvW6q1CwFJAyE0511dUVGrMFAarGyclJC3oCDFt9/PhxvXz5sjmvfRIs19fXG5BnwJbhsussDypXAF9ELnvcODnF6+LiYuKCUMFKBpzPiUwVTmbO6ZGFJNmyPCB0fHw8cXIdAFubVB2AC8JhbRMPEqCVTp32B1gSOPtH5RAMqEV7e3stW9ZgnooAOxN8ssTvtZKy9EffR8zzxG+q6eaNoEpWs3KQPcQSkOxNRlbYMcKefVVwDonP9VdaVg2BbQJFYmb2JvM3Y5q2Z0olcpt753VIR5aZJKfT5cckppREa40s8wdrgwRTi+wTX6c8Z++zEmBe3o/g3N7eNjJ6dnZW8/PzTeW7urp/AMDHH3/c3odSNTs7O3EIj29RyyW0ksb9/f16/fp1w65MoCRalE9JCyLpJCwssJ7iks+F64gCPJB0VFU7ZCJGUatUdPhC9liPx+NWntcWRNSQYGTJVrLM/mGZpHi62oc8EYPYlbGy+7y+KK9bY2t3d3ftejd7nljEJ+1VJuywx2vZqDWA2RIPyjTCXlWNFCfWZblXG4x5SJ6T0IkREiocYW1tbSJmZDKLmF9eXrarkqyHr1Qvjf329rZhpORblTTjUrY2TSfx1tktGlVVvefPnz8fDof1r//1v55Q3LyRXh2gnyqFBU/QZkgcHoGqelAaOFVVtfLImzdvant7uyk8JpA9dnoxMlOXKXmYdxK5bNr1WoSMweirUSLhmEkwSa6ZSQEp/RpZfswyESc1jgwySp8CLXKV/V3mKjBkuTvLOxzbGBEAwGkPrSsHzt7JfF9zUu4AnFSx1dXVpiBy8vF4XFtbWy1AALVutzuR1W5tbTVlk4KWmViOyZyGw2Gtr6/X2tpa6zsBCPo4s7/B2ClSVdV6rrwfcJbQ3N3dNYKdqlOWVJDUqmplV78PuF2HIpvPO9FWV1db3xGQcLG4rFiv6XQJktozOzvbLkbOTNv4kuzkSWM+p6yAPCwsLLT9RAJTLeRLgirbzoMpSEySP9m6pAPBefHiRXs9X09VNU9OKtn6yuTAHM1b8OQLVCc9Ndnv2e/365vf/GZVVf3mb/7mhMLJXwXK29vbdoUGPxKURqOHQxOCge/zf3uWbRTKigKrO/HYv/Imm0rSySarqimTWeLm+/Ase9B8nn3Mnjo4a93ZneCdFRXrc3l52Voa4AucRpoQh3w/ygRfyiSdr2eViW8o/cFOfo3Aaj2BczBL3ymCfHV11UqQ8E7gNZfFxcV2iInd8AcBOA9PIM7GJykSkC8uLurjjz+uTz/9dEJ5tS9V1frQEDzJCpK4sbEx0cPOJ+zzyspKS/7ZXsY5+wyvEJk8NDcYDJri6To4BzDgltYG/sd2+RwS1u/3G3FJ36mqpqBZ87Ozs4mE07hhNWzzlUqmOJD+lrZjfbJPcjAYtJPWrkjJQz/Z/mAP+dz0XmVsTXvVM5jCij0TY/ASSqg9Svuwx6nIZqVDkkphVxHgF9YH4f2FX/iF+zV9/vz586qqf/tv/22Nx+N2skjwFUA4b9VDiQjZS2LEmJXB9F4kYbE4BsWxEQbOmfcGpeFQPBiFZ61m+RmZccIriRXjQET1WWxubtbnn3/ejFcZMwM/Q8+SKsDOk7EMVNlPRjUajVqpAHHmDIKIL5tlc0ejUR0dHU2AM0OlTvpsQcXeSplWOwAAIABJREFUAWPA6XVV1RzCZ8ocsyfHvDIwI7wLC/cPalfakAm68PWHP/xhnZ+f15MnT9oR/Dytaoyu+uFsDDgPBElAAET2AGbfS5b7fF/AsGZaAzR2e89er9fsTwZofbvdbmsVUE6WCLAt6jPVgQ1nWVyge/XqVfX7/XbYCNgBXXPRVK9fR0+Me9g09yNrb968aUHDnCiO5u7f5p6qvVO4Ap1A5L43wZk9AXJ2mQGXEiS4uHrh6dOnTZ2UqBjbdAk9+3EQvyzxswu/J0jDGa/1e1dXV/XLv/zL1ev16rd+67fa+8IFp+9hkMRN2Yad8kv4RY0SHKj35gS4E5h7vfsGcI+dEoyRRqqjr1QsYR71Efliu2zauvKLDESwzRoaL3zJAJx9vdY7CUySJfuZ5XQ2TSyA07CLOqwCk6+DW3/RISuvsy6ZqHikIoLm+/nortyL9AkJqkR4fv7+EXH6cpHAbDvxOWwl49vu7m4jBCpJ/iThkWBtbW3V5uZmjcfjdmeheASP+EVVNdJqLEQdmJHYSR1cWVmZuJA6D7J0u/eP29zf32/JIty0D4gFexKrk7hk/F9ZWWkEX4KVh02USsUVKnzaq8QZwVxdXW3/Z+vsveqhf1q7U5LVvA83k+60g0xif/rTn060CYjv9t5+TyuSmaixjVQJxb1MNnJ+FDxtEvCV+p5nJZBq65uk+Pb2tv7O3/k79wQVmOoVyl6MXMQsryAvFCvlVBuphEUdOzw8nGDhMzMzLSOhbjmR9ejRo4lHtSAzm5ub1encN61SfA4PDydKgcDDhgOWmZmZiacsMDQOAsRPT09rY2Oj9eml3CwAysKROWuTDD4vrxX4rd38/Hytr683EsxROED2N2D3vscgXWvC4Py+Ho6ZmZkaDAbV6/XaXXYMJDOO3NdUUcxdb5GShsCaAY3DObzT7XbbcfP5+fmmhv3kJz9pVxG4GBQBzkMvWbrLwKDs8/nnn0+Q3gws6+vrtbGx0daMrRoXELm9fXiSgUNECMjJyUltb2+313PCJEjWrdO5P/4vg6RyZjlN3wuwdFhkdXW11tfX6ytf+UqbkyxUiRjJdE0R1TiJMXCpesh2BVXEQLlqPB43oD85OWnE9/DwsG5ubuqLX/xi7e/vt8CWT1XJgO4AUTYpK9NSe5VTnDQUCH/2Z3+2Zmdn68WLFxOPfxMgpg9f3Nzc1OHh4cTBjbRT9mGvKFQwwPf5CjJhPOwhky/kvKomCIV1QGpgg0BlzgIn+0PE4QFiMd2KYC2z7OmEuffLXmYgb6y7u7t1eHjY/AyW60WCK5r5e71eO3yTvbfUf5jts3q9XlP9kWB4o7SVwQxOIEsnJyft4A7yTCWh6mulqLp/Hjnb1f8myCPjki37xz7Z68nJSSNBqlFZaXCIAr4liXHA6k/+5E9qZWWl/tpf+2u1ublZW1tbtbCwUK9evWrj0lfe6TxcWj87O9uwTiLt51RYpE5CR9wQ4/iCzxBHYLF9s472UhlzY2Ojxdwk9dlL5iaKTufhehwtF5eXl3V8fNzaL9gU/Dk6OmpVHZjg81MwIDLwa3vy6NGjury8bM/SzhYLrTh50Igqru2JYGX+GaOzzcO4EN5er9fiVyYR/Mb9mfrFXakDp4k4g8Gg7WvG62nymcklP4Ox/NccUoRIsQf2UG3zBHZiovcXtyVN/X6/+b2v3j//5//8ebfbrd/93d/9f9aRBeC8xNKHTisrgo4NNnBN/LIFxCwvNmTc0zeYey11CYPWoJwNpNQ4v+tnqX7lglU99Ppk0JEpCuAcJtk5oHUHGCIsA/eIqMyyrQ+nV/4WBHq9hwtZZU6AgKEKtIiAcZqv8gvFyNjsaxpiroM9BICylemTWRzI65CP/H+/36+dnZ364he/WM+ePWu/q6HVPJGYvATcmKggZ2dnrfzJJgVPAcjdcZwcyHmtYGndkRYZ/nTP3w9+8IO2Z9bJa/Rh2J/xeFwHBwetp9KhJKRha2ur9YUkkQfkermUfSgBAloG45mZh8f9aA+goltHauDCwkK7oJWtIQASAgrGf/2v/7WpDewRkUkFwe+xH59PZfFEgKpqB7YkQE4fpkKXpB/Zsl+AHNEEsOzXGnsPZA+G2Z9se7CGd3d39Q/+wT+oqqp/9a/+1cRnV1U7mSxQsKe8bmFa7REwst8HwdOQzab4lUQ7VdX0Q4p8ltt8dqpm1LnEYbbNNgT8VIUyUeafZ2dnTelzwttnw2/2AOtSqU08sI8wiVKMrChV5SEbFSD+nEFVCR2+ZX8YlVvf13S52JryD+X09OXFxcWWwKysrNQXvvCF+kt/6S81AcH7UYitEcLm95AhbU8OKL148aIlX4lNhAmHF/gqMoWg+jdikTiT6pGYDCPZRLfbnTj17PNhCVuV0N3c3LQyaZY3Kfxf/epXm31knM2ytyfkwC5jsY6qFama8eMkbWKEffD9s7Oz+uijj9rP4bjxJiE0BglxklmYBseUVHGQN2/e1Pr6ej179qwePXrUDhkhbGIEjESoJbdimjHZf2tHTU/ymuQw9xSu8D0x/ODgoLa3t5sNIZXmae0ogL3f+I3feN7r9eo//sf/OJGFylg5MVBcW1trKgLjdKN99prJwJDF8XjcnvUHhG9ublqGltcHyH6TXMjC00gEZmAHDGXX09J8ZmcpuXe73XYRp9o7BcucZJlZ6hLQRqOHqyT8bGtrq+bm7q8HyZIxsunRdpzQ+jFKypggSVW1FgAjjcfPGaDeC0bZ7XYbeRGg0lmSBKWK0ul0GpHklIA7JWz/1ksl69LXoayMnAvkyEwS0VTl7u7u2l1Q5Gx9d/1+v959992WHHAaIO+uRWNJkuVvJ+UEmZWVlXr27Fl7fdow52MrMnZlUOqKHj7ZdZZdkQDAQ5oXPAFkqi6bm5sTrQCdzn3f3cHBQcsW9crxJX19Sih8z56Yz9e+9rXa3d2dUH+zNOcKHQQM8HmNEhLsoFbau2zu1l/r/8ZuPZP8ZdnH2NgpmwayqZ75yuQIQcgLdL/5zW/WaDSq3/zN32z7S4Vk30jE+vp6K6NIfnzZ3/xMp1c9SaaqmkKIbGXwsOYCjvXwlYmZuaTiATtgndIZogOjlFfhEHImqTXn6T3OBI9f8HOJnLVAfPKEu/f3mVlJ8jN9gfotU1lOcgyTxR92ky1FxqL64RqQbOpHYu1H9mvd3t7fjvDhhx/Wl770pdrd3a3r6+t2gTvfgy+DwaDZoqAvuT0/P6/9/f2mlqkUwB+Jy2AwaD/TP5gqWl5VRcXOsjM1PUUE15UkmZDAsLcsR0oaKKxLS0u1tbVVg8FgokQucRSLEEP+nm0S1qXbvT/E6DS1VgvVI+ob+zdufs1+syopmVSS3t7ebnHaXOGieOfAEH+VOAwGg6buVlUjytm7q8XCgSKXhmcVMAkunDL/9Oeqmriyi3AFO6erEvwaVuAobP9nf/Zn64MPPpi4lDqrJlqURqNR/d2/+3fvbeVf/st/+Xw8Htd3v/vdNuCsuctKxuNxO/aPPSMtWa60SerWDNdGpXNm9p8ZqswB4AArhotYPnnypBkZopOqJdldEKAUWQj9R/oCGB1CmACGZFXdXztj/MYrcwTKDA955KTmmwHLuAVKMr6ST/bmAHRG7OkIee1EliQQPs6uXKUUnITav4GFQIGUT5ed9WlQqW5v708OU0aBNnWsqhpxq3p4Bip7SHXn9vb2z5VBkhxzMI6az1MEOjJzAVZDN7BHBhEmwZ9KlYFCEEOAjAFA+9nOzk7t7u5ONAQ78ZVyv713QMXa2htZYLfbbbfY8wtzWFhYqPfee6/tOzKQWXq3222BGqkB2gjaJ5980lSu/ErFgV1ZE2QqQTB7YcwVsLG3JMP8OUtPbD97fxNDsszCZgXIVI5T1VI6k7xZv1/6pV+qTqdTv/M7v9MUdQBuLRBt5C9JhB5BKmuSWkTPXgj05tLtdicCXQI1u5Jo+0K+BAY2bk34fbacOEGo1IjU6X1OZTxLc3qOrq+vJ557K7jnEz2yKiMYpdpBaYN/Ekpjzx7NVHaRAT6G7CmNTV+3Yl+zZxVuIDT+ZEKecSkJcb/fr729vTo6OqrDw8PWNiJWUIiRqbyqajy+P40rUV9ZWand3d3a2NhoJ3r1A+/u7rYqiX2EswsLC7W5udnwQGWIncJeCS17fffdd9v+sY/xeNwOHy0sLNSjR4/amsHqq6urOjw8bESXesRGEdO001TgkRixErl65513/txdn1nyZ29ZYdje3q7BYNAwn83bQ/u6vb1dH3744YRolMReTJBMwEKxdX19vR2eEZe8P/LHTn1+ik+qLRIRap1xT2OW97dGki2YmgkTbMQNVBIymdcupDfQdV58ke17j7u7u/rFX/zFew7y/Pnz5+PxuH7rt36rGT7wRVz0UX35y19uJcs8Uq8WrSldkLQoJycnjVRydIyfA5m4rI3xAA4noDY2Nmo8Htfh4WEjKBixoFh1f0JHINFHY7PzXr2UrhlzSugMXpbCUfTYZWkXUQCWnvcpqMvu8kRUlqYZUt7DlVnP559/3kptwJK6hqDp1dAIzEgZFPBSCtRnAUDMU7AF5MhYnmz7X//rfzXim2oBKTx7WxAHgUY2a9/8rN/vtzv7Tk9P20k9+wPYkb8M3FnWMh/vD6w4OnKDOLtkmoPnhajAB2gBGHZ2eXnZSh0OMQHLLFVn/6OToOyf32VbRCY1mQ0iVpIS+2qNRqPRxHMovYbP6UGa3gcEIpUAY+I/1pyvAyeJjj1MImiv9vf3q9/v1/b2diMZiPvGxkarQLhKSGlcUBMgp4O4eSsHwg7rxb+sjQDz7W9/u4bDYf2bf/NvJtaZL+eJSsHEZ2hJcVoyFcAkjyoQqUzBNfiYPT+CWqfTaYmDdaXy8AEBF5nIa0QoQJlkZ18uJZlqaD4OciG68/PzEyVon6UPOnuMzN14+bT/8yskiW0hUBJQz9pl68Y/Ozs78SSTy8vLOjk5afaXhDsPF6oOZfm617t/jB3FlaKI4KkoSPDFDHjBd7UoII7KwmJe9ouLp5mMJ7mRbAnc1raqJhT2xDZ2zqYldXnSFomBG5kESSjZFtxJvzHfVPkQDO1A/F51x6FA/9Zb6pm4BJRHjx413+brWfnJODIc3t8T7NBmXqejt3o6ic0KF3vPErabDNikJBuuV1U7tMJP8rAdBW86/mWCNY1T9rTb7baDX+bIHjLup83aC1UKCZak5/DwsI0h23YQeFzlF3/xF+/X5/nz5887nU595zvfmcigBRTBvqras0TziH42/yNrg8GgHSrBYPVBKONluYiDA1nGiMQB1iyRCNTKutmrpZwl8GQWozSTdXubJbCkITFgG6ZEcHJy0gKk9UI4ZSICoWCA+OXnAigGbc65ce6r+slPftIOKXhsmTFlWfTy8rI9A9FJRAaQih9w0PdQ9dAQr+xsLMglw1tdXa2dnZ1GQFOSt3aSgAycDJZMrxk6+3o2NjZqa2urkWjGbdxIcoKvsmYqQJwAsPpcvZF+fnBw0GwjywtZKpbAmEsq3743Ho9rc3OzqRbW0Roqa11fPzxqKZ9gkaVHjp9BTVlQEKCQCTQAzN4qdQpsTv0CRn7Bv/0s1Rcg4r2SBLLxLP8BMwQRQG9ubtbbt2/rj/7oj+rZs2dt7fR67ezsNGBV6p5ea7+TYJ4ZfyqMOU/7aD8Qi29/+9sl+aWKbG9vN2XJ7wtCPt9pbkQkH3uXfYJsx5yQJ0qaOysFT8Qb6aTeyOyz/9M+wU2BWlCgChvbYDBogcR9gg5LsClYIg7keiJDXgt3szwv6UHO2ChsffXqVesp9J6Cs+ckI+jZsqAKpeVjOlHXQwhXU1yAofzO2CVd1pUqkz3u8E7wZXNw2+dPCyaqCsrIqcKsrKzU6upqG7/PhmPwhCo3nVBnC49yIWKFoPiiUCN87Nnve08HPbQzwXDx03otLy83G6MEp9KL4CPf7NKfTDT5oMMJGZtgOd6QStrGxkaLU5Inc/N3jjnJk3/Pz8+3+CUJzuoPO8tqXqfTqYODg/roo49aGVtpXN+zxCGFG/YzjdsqF/aZ7avW2B/xCp5NY6IKQiawfBJmwki4fXt7W9/4xjfu7eH58/trYJIAZv+NMgVgoNRlzxcyks6C2M3MzLQSiS/ZngwEkAG/NM6Dg4Om8ADxLMcyaBmehTBWRiRrx8Jlxxw+yxmMczQatRvbze/t27e1s7PTjFi2lr0xskQGLcM0XuQREWFw3W63PdotA/ni4mL91b/6V2t29v6kr5NQHBQwmEv2BVhn/weglEROzcnsHwC07mRvcwUAHEh2IpBlY3b2bTDaLBHLotgVAPC4KQ7o7ywD55izxDRdxptWHkejUSvpmGuCDQJU9XCZubkhWwlwCIMxSAqqqpHH7CPJzC/BP0sqgpNgkWSALSH4bN5nKqkgHtm3Y38lQfp1+J33SIJB9bOe5+fn9fHHH7fsO8GbLQ+Hw9YSsL6+Xn/jb/yNWl5ertevX7cEg4LL/3d2dtrhqdXV1RZsXVCbGX2v12vKUxIVX9aMX/i3BPNb3/pW9fv9+r3f+72J++IoXPCQXfhd9pOl5+mkgyoArClZfsaOJA4OmuWeCwz2KU/25j6pBPg845g+vKY/GsHNdgIByyEzZUzqED/MyoieOGt+fHw88XzyvKpmfX29tR1sb2+3U91ijT5SSpEbDWAujKKsSfqNZbp3G75kfyNyo0XFI+myD5EPTq+BxForEpzKMjpi2+l0and3t72vWyXYlc+CNYhLVp78P2NiKlmw2ZfqF5IxHcvZjLWjUkpOjScTFngFe29ubtq1alX3iTilzPeOjo7q9PS02SBMYGPIedVDr7L4nuqiZFxbFcVcSwe1nMLKzmGVyhR7p/6mD/OXJFVIc6/Xa9dg4QaufTEW9uJw7Pb29kRbgN8VK+ERn8h2tcT8rIiKa9NkWgKXZNua516bV9VD606n06mvf/3r94JakjIvShLEeAwWkcuF6XQ6tbOz08pgd3d3TTFgUH/6p3/amnmvrq4mGvo9AUS2Isvu9Xr1+vXrNvlUZYbDYbtzC+nLDBTIc0jqDcMGvl4LDIBgqkrZ19HpdOr//t//2zbM5lEzBFuO56LbqprIDj7//POmcuRN8Nvb283pgNjNzU29fv26nj179ueuz9nY2KiDg4M6PDxs5XHzBgSMCkgaL6dIdSTLDpllWFdjy/Xo9XqtN0Xm5D0ZMeJNws7SPtWXMwJ7AS8JJHDe2Nho4OLvTqfTeiITVFNtpLxaj+Pj4waiPgOgm5sWCBdX5wXIe3t7E+TT79p/pRPPRbUm/f7DUyaoxmxWwuJgT/YFaRUA2kluPJtaFpvBQiDMU8J8SVm4qtpdcpT2TAjSTrrd+4NOMCCvPjE22DE/P18vX76s169ft0AgsD99+rQODw9rf3+/Hj9+XD/4wQ/qD//wD2thYaH++l//67WzszPROydACJSpPiOwyI6DEFmq8/pUA3MtJDF5mMy6ZCsCG1PV4B8+ny+8ePGiVldXW+WAcm2/rT8iBk8k0ScnJw1PKLmJw8YEL/P3vafeJE+IEID5AUzKUlWqCom9ArenLyFZvV6v3n333To/P289g9oZrq+v6/3336+f+ZmfqRcvXrQWBERRsuQA1fr6evPZrCiIF4jR3NxcPXr0aOJUq5jj+p3hcNhO4FtfB6NOTk5aeRhJZjsSC0mTqtP5+Xk7lDUcDhuZWltbq5OTkzYHRAlZoMSmYil+/P99jcfjduUJG0aaVIYQNgc5YPvGxkZTlODBtP2KTUl87QcbFX89Is1djhKqVLq1kMAe7Syu/5Esi2NEk+vr61pbW6udnZ1G5vguW768vGz90Pw31e/pVh2EiL9lS5Bqm3LqeDxubS/6si8uLibU2q985Su1s7NTH330UZ2cnNTGxkZ7tOXd3X3PYr/fr08//bS1K6ysrNQnn3zSnmSWpXYk0pqwXZzAHmTSxeezEuKPvXU+wHtk3yzb8bntUXDp/EgTJUfAcBowS0fJhNM5SbS93n1f0XvvvVd7e3utp8TPr6+va29vr25vJ+90srg/93M/V2dnZ3V4eNgMPq/hWF5ebiUNWXGefCVLO2buc6hvfpfhAYG84FWwd6de/kwQlxFmKaiqWtYgkIzHD0/LODw8bJunDGmTBHNz+slPftLGwkEQKv0/5uhn9owSAyR2dnbaARjlFfdZpVLq6gLBiCKBCOqRyJ4efSEC1LRanFcueE0GF8TMPVQAUhO4snTevYSEABMBMUvyFJS7u7tWEkeOkZI8rSrgUIB9xmg0aqXcVJkTdPjSeDyutbW1iWcXyzwpQGzOWOzfdLk174RCGKwfv8u1MQ/AkEps7iGCD7w3Nzfb3M3h7u7+pGf2u6TSZk+B7fT4k6Qixojpq1ev2qXTkoKLi4v60Y9+VDMzM/XzP//zNT8/34KZOWe5zv4IJNkzZ03ZqD22RoJlKsqZwMEaZb3phIZ9HB0dNRtAGhYXF+vRo0cT806VBiE3B9WDbvfhEE23221BJtecas0n+Cqlod+/f8oC/3v9+nXrp4XjqfjOzj48g1YCwVYoMwjo7e1t7e3ttf0wNmJAth7wz5cvX9bGxkZLwEej+3tXqVsUccTTfuYemLdgqIKRCZe1QxZhjacZ9fv99nP+LDFIXJqdnW338cF0hCgJOtKhH10pO/tE8x5G388ezGnynWVL9gtjkCJ+5WBTVrBUN6xztnnAWOsOCyXgKgxseTQatWu4JGCj0agdMsz2BMRQXJbw2DdxIJNdxHxlZaXd5nB0dNQSF2MkxGg/gucOahJr8kCeOaoW2kc4YJ+Ny+tVL1ORG4/H9Yd/+IcNF3u9Xvvsr3zlK+2BF3/wB39Q/+2//be6u7urDz/8sN1buba21uw6WxcQZ2uevCV9fTpWJJnO6lEm18aHVMI3PZj9fv+BAGavhKCcdXmglSUnG9/pdGp/f3/ilnMkklHPzc3V5uZmUy+ur6/r+Pi4ORBZFBkwJgbuyQzk9BzndLAh35K5ZYuYfmYsAOnk5KQ2Nzer2+020sMpXr9+XWtra+0CZwvpoEDW3KmKDsekciJrmpmZaY+9c1I3yYWyJpV0ulfwzZs3rQw9Gt03/MtMAa7MVv+bDIWSZe1kooKD3s0M7rIsQY9RIv/Zt8koqbp6/Dip4MSWjBnYpspEFdAfmE3aDm0kgApeyF+WQSiX7CQvowae9s5BpvH44bnNEh+BcPqqkyyvWxP9i8vLy+3JBmw3bXC6D5bP+EoCZZwyVuoeMmCv9F/KfvkOxWa6ZyRLgsZBnXIoBxAhk4uLi03R4jN8l3LBFwARfzCm4+PjevPmTX3wwQc1GAzae/3oRz9q+8mO2QR7UUam7lofP9deInkAlvYzy+pO1/l+AnO/f38wyQXYvq6vr+vo6GiCQAqcEq5Hjx7VcDhsyqpSoGCDsLA9Y5qfn6/PP/+8ZmdnJw7LZYsB9YINJnHgF/D7nXfeaYnIdFkuyX6S4mwxSMJjTJ7iw7cp1hREZHdtba1OT0/r4OCgJdfr6+sT/rK5udmITpbLMxYtLS3V8fFxra6utmtXXO9i3eCEsrI4ZCzGBwP0JIpJ9t5hQWN0+b7T4FqI4IsL3D0pR9uCJNIl2E+ePGktPkh7VrCmkxp2Di/FA5ibqjGfFZ+yRcH3xOIsi6etEGYosA5ASH4cqky/tj/ep9O5P+UtcaJ25WdkK8VgMGjXWPFZdgXrYJQbOLLVy3qtra21BJYCy8+0EYiH9hpGWquMcewlq1l8tKpaZe7u7q42Nzfr5cuXdX19XVtbW7W/v1+fffZZsxexA0lNXM9yvtjB7u2TMSCvKT7AHnaCk7ihI21KBc5X3wdllofYZYmNUwIni390dFQbGxutqT1LFIDBs06zvKbfh4LmfQUGoE2OTQm733+4RNTPZWCcv9fr1ZMnTxrxksGfnJy04+9UtpS1OZUnPGT5KYNwPrLOGipJIzazs7Ot/9F8ZEqLi4u1tbVVn332WZ2dnTViKNAJGkkOT05O2qaenp42spaqmrKMPdUjkY3CghfCmdkFp83eFIZrz+0rp0Sivf7i4qKpAJTFPPmcJQbAdHx83AiljMVBluwvA2Aake05ZUYgQEaSdAOh7GdDBJV78ig/cAUkWhQQWAEHWGS5zFyRbaCDAGTfXpas7R2bsb6pPFFHpsuGsnW9RvbF/Kf7TW9ubiYeJ2SPM7AgTMov2QqC6AAj4M4W80CB9zLH9HVk8v3336+XL1+2548KNH5XCYUCimgIiGwz+2JSnZLE8AFjU8rOXjP73zLlPwPwJPD5xde8tz03P2Pnv+zZe/EFvuIQzf7+fvtMij+w56cwVUCmgvLz4XDYnj/Ltv1+9h4iGEg+EsIWp/sLB4NBHR0dtfVyolsSpvc5Ax5FJ/1ReTHL2kq1qhjUkqdPn9b19XV7rrdLin1OEmZKXK4XgslO2EaW7u0DfGBnTlzb76r7p6+MRqPa29truK6lQhuF96p6KJ+/ffu29aalApjJJgwzLsRc5cm9o6kapR2K54npKTrAPUmLQ2JJMvv9fks0szUHkaeowm0KsdIzPJPAUBlV8+CJJ21UVbvEOJMefYaeGJLCSyZ2BwcHTbnEabLtKatZMEL1JFsd8ALk0GfCwFQAj4+PW+n4Z37mZ+qLX/xiHR0d1evXr9v6ImQZ47OSI8ZRbbUAWRNYKMGj5LnDNisYbDNFO0qotWpY9vz5/SEQ18AkCWQsQDgdxAcyxjQmqo1yrEkZmA3hlCmx2zABDNjISAAHA/VoODeye/9UnSgjyCIDAaq+vJ7jI0acLzNr2eC0wsTRAAvSBbCsidKOkoxMfDgc1vHxcVPlfJ4xc2ZPA9EjmAHXfAWVLCtxSn1t5m3dvB4pzn1FuPS+pJIiO7y8vGxkQDCyfp1Op2XdQObq6qqVhjqdTrsgW6ZaL60UAAAgAElEQVST5M57dzqdBrTUOAQtlWHgCXQAKPASlJTeADSbRlJlhSsrKxMHOpTh2Kg5cvRUi+0HBRdApjLFv/hGBnA/zzKPoCEAPn78uD0thR+z5+y3yqZrNoNMKoWwRfY6GAyaGo/YIoke1caXVQHyAJVeKUqRMgSfu7i4qEePHrXxIwL8S1BJEKSgpH9aZ1dQDIfDdvcakNao/a1vfatub2/rt3/7txuBzCyfEp9Kssb4mZmZdv8hFSGv9cjMO3u9BGdkx7qfnJxM4IZ5sgdEQfav9AuHkwDr/3Hi2BcFlqJK0eTDWSrsdu/vQnXzgwQ5VRk4I5iYj8/IKlKv12tPhEBCYbLPZ4vKt8bDz30eG4J9gnEqcogIDEBirSEbNn7ENoPpeHx/lx8Sheyo/mTZ9OXLlxMJ2fn5eevd05pzdXX/AAB7AY9VOHyuWChBypsW2FeSdL7KxoxVORaRNz77R6yRRBEvYJjvX1xcNNyWNFo/RAlZFF8RbMmjAyTukER4KNKdTqepe9l6xB744MXFRR0fH7ffgTtIm/VQ3SBesUW4x8YTs/heJs1UWYQsVTixRHXyww8/rMePH7e1U8HIeYjh2uryqhjJijY3uJl9zFm59O9pm81Kk33FM8bjca2urtY/+kf/aJIAfuc732nKE+etqomTtJwkpUkGZwIWGlHwOuTS79/e3jbylgFZliVLzUxcppL38XkGIXCzacijsosx+zlH8zlJHJAsjshZONTCwkJz7szgs8Sc9wLZcMoENcjdgOPxuGULWUYzNmRA7xXyITibx+LiYu3t7bU1Gw6HE32BDlWkk3II4JAOLZDZPwphOpU5Ag/BihNUVWvCVkbMHiskHtgAPkEk18JnyxqTZFHGpksZqT7k49i8n/3g8KkOIqXmmhltltqsX96faPwc3RqxF38kDEnu0wcBdP57cXGxnfL1s+Fw2J6qY2yyTtfSeH/9NcZNjctEgyJAvUdO2Ysx5oPkJW9VD5cWa1sAUKkw6AETJF68eFGHh4d1dnbW+oAQK7ZB6UeGs8ytd1SP2+zs/eEu5VtkG8h/61vfqqqq733vexNll0yI2IAxJwGX5CSpA8zs3x5kUKDwsRMBxb+TzApAua7TSabxUpUFCJiGUJsP+8g2BmuWzyzOsrQAyJcWFxfbwbkkppIiqgk7ZlOpxqRSzn60glTVxOdn717ij9/T2mDtqu5Vk16vVysrKxPxhw1mb535+x3+nomHmOEpJxcXF3VwcFDX19e1vb3dCJ29zIRbIm185u9E67TKrN8tKwj2AHmHRRIa5MSTVOxVxqhU7qsenqDFtobD4UQSiehlzDk9PW0/4xtK7BJMySmcuLq6amX0TKzZIRt//PhxI+bwArERA/kpH2DrMNc8iTx65KmmsAMeK+fneMRVAgKVk1+Y39LSUjusdHNz09bh5OSkHRBMRY9woz91+isrZIuLiy1h3draqvX19cYZVP+Sz7ChTFqzBczhxaqqf/yP//G9Lfjg7OcSRPRRyK7SCGSDNi7LNL6fil5VNZLgNOxwOGyqHnB+9epV6xWk/AlAKWcqG5CCu91uC/AY/dzc/WWUNh3gzM7Otrp7ksEkHUrHgCcDQTaSC256Gzl4Ohb2boP0FVIHl5eX6+nTp/Xq1as2fkFRczxlLB9llU38SMbTp0/r+9//fu3s7LQTTIK+sgMJHDFMhUkZ4/j4uM3JyVEqpv1AlmTbMiX9bozVvJFAv5sBl+qH4CTxVQLKHsBUInIPjUGQkaUju3734uKile8zaVCedHgmSySCLLLt+9ljh1xklm4NO51OK11nINLMfXNz0x5dlaXM7OcAeKmyWjcq+USPR6gWTqvaw1TWfNbMzEzLsJVGLy4uWlBYWVlpSo7SDbVL4AWivlLtRzgFxFQVszyRylQGl2xPOD8/b8qr90f2BJ9UPKav0BFYgLOSlr3OQOMzzSUBn90gMH5eVa0Cwmf0GsJDQdRTasyXTcIX5IVPVk0eGMpDEjBGAOR7xrC4uDjRT628CVOy3cWemafPuLi4qJmZmXYVBT/N8iV1P+1t+gEA/FNPr/aW7Mvjm91ut6meWa7Lq1jyyhTJxcnJSVU93Gqghw8ZETD1SOplnJ29Pxjj7jkBPKsXVdUIYZL3fr/f7pljPwQW66s8LKaZ59XVVTt0lTifd+wdHh7W1tZWzc7O1snJycSFzln6zESS+gg7xGBKkfXJgyBZLqVGmYe5UXmzry9JvrUWY938kb6HbL948WJC0GBzxuHmBp+fwlSS1l6v1+7ru76+bv2n1GTXFV1eXrYre1IlJjSwu6WlpUaqs2zr8Bdl80c/+lEtLy9PPO0ECbSHnU6n9UcTZbQ16etF2NfW1tqhFxgm0RPH8IxprEoxjk/gaS0+eKGTsYJXZlLIoE1aWFiojY2N9kEpRScwOik0MzPTTrJ9/vnn1enc98ttbGzU2dlZuz/q6dOnzdAAkwbUqmo1eYFBhpg9HzJERqjJl1NQqQaDQVssQJsnZzj83NxcbW1tNbJnfjMzDxeqJrhqSPZAcdl+9mYgOX7HevT790fIBf+Uc9fW1ibusEtlFTC+ffu2vvKVr7QgnsSKAViDu7u7dlLLCTlAdHd314izDBlxXFtbq8vLy0YC1tfX27zz1CHyYT96vV4LFMgc5UmGmWDV6/XatTbKu1RXQVDQ1fcjSeEM5i2I+bfgJDsHqgAMwKytrbX3Q5KM8fb24YSwpMZ+5Gl2dqxXCTH2XtYciCCgEg3EhjqJ5LENtsWHEXoHQ87Ozurq6qo+/vjjOj09rV/4hV9ozdb8RJ9TKq83Nzd1fHzcDiwANP1dST6Mxb8RtWy4FlQkVfl72ROXCRV/y4C2vLzc/J6vAXZYYL/ZKZIqiMC0JKgI7F+kinY6D2WpPD1IDTo8PGwZueshskEe4TQmhByubW5uNnuWHLBJa6xkVvVw6p7PCkq5D/yKHcBy4/d67yFI+Pd0jybf1/5wcnLSiFom33nBusDu/bwOHmcpd3Nzc6KKxP+MEz4cHx83Vd3vwkSqCrtOgre6ulpv375t5XHrTRlWtZBsZiuSPUAiJV1sdTAY1OrqamtR6fV6NRgM2lwuLi6a/3gfGOXUtlPBKlxs1vzsGcx58+ZNS0ZVO6iv5iJx8FnItjKuuO6w5Hg8bnZMseav+AHcU43K/jjxmbCCRPs77ToPqcFYhBRWaLWYn5+vvb29uru7q93d3VpZWWkHLBFWKjcbNj4YIcZQ4/n/7OxsHR8fTyQZfs9cEEHj54c3NzcTtwnAUTGZLRpnJv2Xl5c1Pz8/8ZAG/mEcPocimqJJ4mZipJ8jznp3rX8q7sPhsHq/8Ru/8byq6vd+7/cmLizmeIAsfzkVnaxNGzjnGA6HTXqtqhZIsnlfP4Eg5n3Js6RQPX6a0d2xQ6HweXlHGiVTQLQoDj4YPwVrOmtOJYYRY+beE/lDShkII5CVCliA1bpSxVx+65RYlr2sQV5OKsgBR48K4oQuwARaAiViBmyVzhCQq6urVjLkxMgSA8seTACSAYiDpcrKoDPzlPUjOjI/JA2QC56AmppKhbPvMnvrR+nNnhTzV2KhpiLi1BlAoTztRv/RaNQCkyCedst22Q4C4c4pZBqwC4x53QSiYm7sL0uTAo05KtsjjAL+s2fPamtrqw4ODtpt/1tbWxMqHYKTCrZsGDhl7yXlIn0g+5AoQcgB8EIcgSpyhCwC32xcV2ZGaPIuwOyts7cIVvY5ra2ttaeSwLJOp1Pf+MY3ajQa1b/7d/+ukXHPb/We5p/zTf+DG9fX1+15r4KhdROAZO556IYtZj+jxBkRopZa5wxQqilsBZGmJrhiB6Yhh9PlLPeiseHEY4cVpstNAighQK+o62RSPWE/Ag878LseN7e1tVVf+tKXmpKe5eckuEni0h673W4rj4o7CN1wOGwniDX0r6+vt0Z6eAZvM1Hk38g31XYwGDQSAF+V66qqvY91F7fy8JWqTraDsPdsRRKfYYXKFLsWl2FZ4iD1st/vtzmLFw4tapnJNpvc42x5cEBSrOC3kmpEzFzSZjL+p3Ltijhrxf4/++yz+uM//uP60z/900auc1/NnT/aLzFNoqVSpkfSZ/Bxc6PYwSXVOIePsmVBQsxOjEV/rfEgwimkURFhSpaeJR/IOd5kb/2u+MGPqqrFHGtEgMn5/sN/+A8fSsBIhDcGsFUPZTVALbOTuSBwAooM0YJlhpB9G74HoPv9frtvCJhYKPfv3d3dNYInSFIKzs/P6+DgoDU+C4QCmSCi7GdsSt+pKgAvil2SPhuVzbuUCYRzaWmpnf5FwoAsgk2RGw7vH633/vvv1/e///26vb2tg4OD1udl42SrqXom6UqJXYBlUFnyVVKx7/ZcuUSAFKwBjcCUxOvw8LCVu2VXnE7pJ3ubGDp7A+QuSpW55elqICZwZO8coEBO9ThQSLOXDlGfJpKcWKDt9XrtNDcCTtVTQnXZ7draWr1582ZivzNwAlgXASv1AgU9a6nwAb0MeFnW8J6SmDylCHARwX6/X7u7u7W7u1s7Ozv1x3/8x80PAZDShv425bhU4TY2NiYOWnlGc6/Xa/YND+yF9U6SlqQNECUZpJbLzvmHJ+fwc+8ncVPOMRbBPsGRv/E/PcdZskNwERNZun1NDEtlnBKduJjYmD7D/zxK6vT0tN6+fVv7+/s1Ho/b9SaUzl6vN3H/oeTLWMwXLmRi7rV6kJVu2YgreLTKZDXH+1ofSjk1cmVlpT3xwRzT7qhacBi2sH1xhT8iGNYRuYBBMAbZkLQJxqlGa+9go55W4XAbwg0TP/nkk0YK2CE8RO6yxCqwwhMEwBpeXV01mxVH+DUlLlVwcWE4HNb5+XkrfXpUnyRQLNJbm71phIeZmfsrxuDB8fFxXV/fX7K8tbXV4tfNzU0dHBzU2dlZLSws1OnpaUteU+wYjx+uc7q8vKzNzc2JvaAIeg56Vl7gGULo/ZeXl1vliPp3c3PTniqD0CvBezb08fFxi3t5qM3f1oH4YM8lF1nun65YIlye9oLLECvggPaJu7u7ti7Tya49TcFB7yS8l+B4Xaqo2TanypZCmTmnWiqO40uJBVk5sh8N+/7Fv/gXzzudTlMAq6oZg0GlepMTEhB9sAwpWWzV/SEAJeMMDhmoq6qBC4WMszj0QWUEAoCXisWBGWKW+0jEHDsDFCIg6GVQYLQMgVHbLI54fX3djojLQhGfXu/hsTIIiixeWUjf1s3NTeu9qqqJ9RfQ8gRVXiyb2bxAQ2mQBQA4PRIUDADuRCzlTM+SvRKYBCBExh5aOwQ+iT61UDBFOty1JFOS2WTPgoCWeyVwWDcyPVBSljW3JMvK1oIrG0NkqSjmMTc3V2tra43sAKKqamuWinIqkwiJz5W9UT3zkIX5yOJSlQBWh4eH7UStfZKsCNKZjf6Vv/JXmuqAOFlv60o1Qc6MEyGyj3wv+6R8vkRDwE8Cb72yPxIRW15ebuOGLz6bb1s7CSNywo8pa1RNh58EXwSKrXW73fp7f+/vNQXQuuhpy6sqjC9JpD2xV3xHeddaqY7oozW3hYWFWl9fr7m5uUbi2YnToprt+Y89zjKkPkJkBKngg/wL+cx7Fe2DP/xN+449yt4uSmb2Hff79/ckKkHCLOtD3eHTKRjMzDw8EQHe511pME+yjwgNBoOJ6gFFi5ImkU+f9Htzc3MNx66ururp06cTlR9jFe9S5T08PJzwVXu7vb3dxAbl20zQjSGTRARBfy11HblCRGC4P9ZGv7Z173Tun5UrMcxkZG5urnZ2dmplZaUuLi5qf3+/PRkGQUhVCrlDgOfm5ppNaA+xRqlqWxOXN2f1x/4Oh8N2eEZsgjl4B9vY2tqqDz/8sH7u536unj171kr51sCaeh9x8O7urh1iY89aGs7Pzxu+Zuk9q1zIFzXbY0PNTwKJrPI3D4qwjuyH343H93dKSmQlKHrj+b9YyO4z1hmvuAs3xUX8AEaIeebc7Xbr137t16qq7kvAnU6nfvd3f7cBKGAYj8cNhBiEhWFcrvAQ8DBpwUj5YzgcNrWHkyMlGoOBKsKRTfpZeiHZ531GgMpmAOrDw8OJ8hzwFLx7vV6Ts5NkZeYmyAOIXq/Xela8F9Yu2CV4MQ6KgY2U5QB5ZCDVHw4moBmX8RufYCAQpRSeTdiclBEJ+sbHYAAV8JJBkPGNtapav4g1EECPjo4mlAsECwgYp2Dgsm2fye6SrCjtKIdnvxEb4XjKoN7L2K2/vfG7Ps/clH/v7u7q8PBwYp9dGuwzrB/F0Pvv7e01UilrFCQ5ePbdykwFzUxcgMl4PJ54vJjgaT8z+765uakf//jHdXR0VJ9//nkrhwic/s32nTBLsuCSW3PP5IQ958lW2XMSIEHKYRdkACBl6YU/UEn4iYAE9CmQ/DczY30v2kPMle2NRqP6+te/Xt1ut/7Tf/pPE6VePj4/P9/WOVXzm5ubFoxhBXKizQMGSPyQq+ynhouIFMJGsUjlKJXj0ej+3kzXNKWa6T2QICqrKoZEgk9JBmApAo/Y8wcBJ6sA1oWvZLsHv4CP1h8O+QzrlMp0tpwkvpmDWOEzrImeQthFTRJAvZ+km88jQMY1NzfXDrzpt+VX5ksEsKbsZ3Nzsz2uTExhd0q4WbrMtij9n+bqsn+2Asuo09ZGcuSZtKenp+3KFSTH3mqZglWdTqf1bqf6OR3TYV0m0khKVh6cQCbAwGKx/u7urqne2fsHUyVJbJ/a/OTJk6qqNq/0U5XBra2tZhtwhw2KpdYrBSRtFDl3e4cTJc/JK6wQa32t/DDXne/Deb5D7fN69g3PrGPyFQkegmes3j9jAWHI/PPrn/yTf3KPd9ME0CB6vV4rRZKo/bGJmjQFHAM1oXR6hwfSOUmnSTQEHQaRZOb09LSx99x8n8toXIbrktpU94D/0dFRuydM/5FMGxABeoDNWPMwQIJuEla9ZZqMAZVSNtIhOOh5zAyIocqQZOdKpuRq6yWDAGay/swIBOIEY5+TpfBUSAGTtWSIuS4IqvG7m07PHwVKGR7g5WGXVEI5IDIAhGXGQNK8b29vm5JCMcpSM5DIXh8N35xLAPA9rQzj8bgODg4mAhZARGB95scff9wccmlpqXZ3d9vVPElOqR5ZckvylI/C87vpV9NldyTK3mQgv7m5aSfmJXLKD9fX1xMkKcsrFGZExu8hq95fpg9sM+EBVtnKkHNKgLafAjtMMCZqt/WXaMrMs6eM6gFMU+GQBH3961+vTqdT/+E//IcGkFlKoiLBoMzAvVaQsf9uNZCo5h6zq1yLDLz6FPMOSr+T6lFVTShDKh7sB+7Ca/uTQUP1BnlnfwIK/0WE7RfFyTpZ22wtSdWWYsVu+Ke5IQcSWKqQA2jIvBOskjjKp/VMW81EQAIl0MJ4Y6VKwUi41u/32/OfkQDCg0qP93OoIk/9mi/fpuRkm4WDWMboNHHasT5cMUa8g81aZuzP+fl5ww5xW1Kaj/gTa9iM74sHYqbkUW+0cYvhxpQVoSyd22efqari8YWUPskM0o5AdTr3h/I++eST+vTTT1sLg7Yd9y3CL36U9pVta/bc3mTinuo0/0v1DHHnE+zE+7qAnx3b10xWs+Ljew4R2deMB4lb5pKYCetz7OKUqgp/lVQNh8P69V//9Xscqj/7soEymS996Us1Ho/rs88+a2QGQHg9pxXUp0u0nEtztQkxGL+v34ycruSWtXYTfvPmTeu/Un5NhoskKTUCG8pL1b1s+/Tp0zo4OGh9REDTE0Du7u7ao46Qn8Fg0DYe6J+cnLTmWjI+wtHv99u8MxvniIwUOeEoyqMrKyutj6Hb7Tb1BMnL/kqgJvvJfoQkQdM3qeeFyk6N6j3M4OSOuZWVlaZKMlKZTJYOqqrW19cbEOorkwn3+/3a2tpqSnCSE8GSPO4RS1Q05IoszhGpecbFHly9kjI45WVubq4+//zzRkwoL71er16+fNmAVXKUpfsMGoLW1tZWk/EvLy9rZ2en3nnnnaaeJgHJ0gXbMLfl5eVGzHxx5pubm1Y2EJz5DYKINBgjcPYewEewAeQUAnsPvK6vr1vfDttVGkEG2K/HQGWAzgAj80aufD6CkwdS+Lf2g1QI9vf3GxGUCOQpP2vlcwXTzIz9DKlCOM1vunc5M3E4QPnQS4ekseOzs7OmNiExbC8JYrbD6Ht2z5j3MwbVlCRxxpFjF5D5elY+rLOkH2YjUpIMr8l5CZJZwkVeMjjlk5xubm6a2uJ1HtnlvWEEUp+XIPs3kkilJFIYmzIqjBb0xCX9s3q+9J4jFBSapaWlNj6KvANgmayLf3t7e015Fgv12A2Hw2Yjfg+p6PV6rWctCTKBQBwU7M/OziZUTLbpdXwaUfI54/F9P5lYxLZOT08nKjPKkYuLi/W3/tbfqsPDwxankBBkONW/4XDY+vlfv37d1tV87E1VNdLMlhDB5Bn8QksSe/B5Ygp7F0dhuZYdsdiz0hMj+VGq5OzdzRbUccQ0/Sa5Qx4Qma5EZtJkb1LIEH8l8vzAe1AeYQHxBJ5mxc4aVlXDRmPKJKeqqu+FyeAB7gcffNAUMUQEGSHVywxevXpVb968qSdPnjRlIktRHF7JluFSsLzW47/01+Uhj1TZgB4mnz1Pi4uLzTgODw/bZtkIN9xT49JpzTPLs9lrqHx1c3Mz8RQSwcQBBtkOkPTYFk2g+fgY64I8U/aQFIQPYGk8T/XOoQvEQC9Tt9ttDi4rc6Qf0bPGguPFxUV7/iunQqKdALOmnU6nKbv63ZRcNEZnWchrAAi1S3AWhN2pJ/nIJMFXOhTHEWgA68LCQusFRLp8vXr1qt57770WHKqq9Td1Op16/PhxuwFfsBUw7AFSChgRIfP48Y9/3NSe2dnZevnyZUsqBLBUYI2DDSl1J2BYJ+RlGmyU9JJMs0Uk1z4g5AgyoM+LiwFJZpp+lxLod4EXoLW2Mlv7wm+RROWwHDO7m64wsA02yg5XV1cbOHo9QEYoU13zZTzTByv88bkZ+JNcIU/W13sC5Ux4JRS5Z/CLfVtPJ9rn5+cn7jJ9+/bthFporfwbJqd6aEzUOcl5r9drmGufvZaqLzFLFYsdqhhIKLIUzL49lQRWWGd/JJk+J5VMiZQ9pMhrteHf1HzKkLiFbItXeQefe1i9J/tg03Nz98+vl7xJ/qiNWgDevn3b7JA/HxwcNBzMRv+bm5tW4hdnkQ1rlQqiigjl++zsrNmvA2ZnZ2cTSQLcVKFhQ+ZgnMadV5zxFzb44sWLlnTBn/X19RajrJXXO6hh77OXWs81e3WISJk+8Qt2JPHL6gMfYmdsWjkb8clEANFLpbPq4UBo+iXbdkgq117sMZ7EN+8Nz2ARrEzRQmKc5Vl7Oz8/38aklJ/iSopn9jPjImyFZ/YeGfSzdg3Md7/73RZkvTnjkEUxRMFMVr2yslJf/OIX6/PPP2+3ajNIbFPfWl4Jw6mzJGlyCA8jzgkBoOyZyJo+sEfeKBWCpTGRmHNDgJ7X5YangyFHiBESdHJy0jaGXA1YEBT37zmRlkT45uamlTtslPdC3rIvTG8HI6+qZrSj0WjC8TlGqmBATJBCtjWtTxt1fo5gkg3q4/F9fxpwRWKVUAU8yhJg1IxL1ZIk+DdDByJUOUQ/iQSChISmsyEXa2trNRgMGkhwVACUSYmSiuDvcIC9Q0jMRYJEHUgHdMWH8ctu2XD2rhgHP5h2bnvKqVNJVKah1lJjkqzIlqmpADUDTCrJ2brh4AtVBjiljyH+2Vsj8UPksiqQvV3ew89OT0+bwi77T8W90+k0dWm6tybtgd31er365je/Wd1ut/79v//3dXt7W8fHx3V4eNiCjaQk2xG8p32gkCHK/JovCeZAWnBMQq11IZMZ+AUPkhwlyc6SOhuAq3d3dxOPfEw71Cd2e3t/d2GqYfxpmhAnwREnssSZ7UBZOrN+MMf75O9ub29PPP4tSSuCaN6p9LJHe8bPlbDFgCzBr6+vtzI4JQVhUO7t9XoNpz1WEAFMe7KeSGqv12vPmPcZc3NzE0/m4DdV92VftsauEBL2J2EXg/PQmf5L/aRpQ3oCtamwtYODg6byZ4JjD42n3+9PnA43X6d14WHVwxM6rAe89p5ZOYQR1isPO7A1PkPUyAqTGKRfOQ95ZHk1sYf/ipmEgiRImahJvB3MIdzgEVn2ho9ZWvd9Y02FDint9/tNBZXUSMaTpHpvimtiUKp7Ejzfs1b+ncT5n/2zfzZJAL/zne801klW/N//+3/XZ599VltbWxM9SwgIcoKlZ0ksCR6ihM1qouRwyUpdGJ0yZQZmzi9T9SiqVCsyIFERORCJVxYH0HyWRQc8WS4lCXe79xdUW6s8/UftRGqweaBYVS1QyeqtJ1Xp8PBwoqzqvjzg4cHZWWq/u7trpC3VL05uHQGEBvks9Q6Hw1YSoJQwxNevX7e1vbm5aaqWEneWscj7JHcZKQPkCMBG0kAh5Qyp4GRDMTLg5z5bhs+pM3tLlQ5gAT8BB2gqpxp3Pjkh7YVNr6+vT/Ri+n3KORuYmZlpxJOCgPzbHwRIIAL4SQyAGeDILJJqkn275p2qTyZMVQ8HefLqFgoUn2MLS0tL7QQ51R3w2T9AilxnlspezMFeADvAKPNln5IV/l5VjbwIwsp05sXmAK4Ettfr1S/90i9VVdV//s//ufWB+QxYQq1hY+ZlTzMwZynKa7IXEhCbZ9qRPc82kOxPOjk5mVBE2QciypYRfp/tVKz1TfUNhqyvr9fx8XHbL3hOrctkyKETwZZt2VtXJFH17d20nfp8tyXkwansJZ4my7ArS3B+t6oanngNEsgPs5UDFmW/52g0ajcC6F3MuCG4I0f2A4mkgCoLO1ilF9zeXl1dtWt44CpSknGRbSkRdjqdhr8bGxsNQ/Ln7NIl7to6Xr9+3foaETj2qi8v41QbLyIAACAASURBVJ73si/e00lcOJvrqQ8uFTW+4fUZz3PdxQ4ElD/CYr47N/dwI0PV/UXqeddlVsgkHuzHeJMQpTAgTmtTYIviSD4Zjb9lby/fZKspbOSDErLignzjKvxdPFF5zSqnMU6vaSaj7BvOwol+v1//9J/+0/vxPn9+/yzg3/7t326XQd7d3R9W2N7ebvcZeVMLIaiS4hlm1cPzfJXHGKYM2uNOTED/Q97QnSUXGayNyKCTIJsEjHpEBdvY2GiAlw7AEBhDNnrqLZH55B2BPtOBBuuTymWe6qN0AljgxcgZYCqdlJYEdQDq/4gpQ5bxANdsClcSzmBIUVHO9ruyjZmZ+8upZcCIN4fS2KocyvEYb5IQJY7M/nZ2dtoaeC/GLVNGrvLJJNZT8ODksj/jV761771erwU4jqPsr0SQ91kBBwTK61KtojJ4uoxDOlXVlEOgY1zdbrd2dnYmgrIeKv8XbK2XuaYirhXBeho3uxEU+VQ2BmfpVtImmEt6lCUFI8Tg+vr+UtRUAaiP/s4Mle9S7NgDVcfvC9rIhPlnT1gGKPuSpJJSPq088VFr9Pf//t+vu7u7+u53v9tspdfrTawDMmzuykKpnLBXe5mJiT9AHFFgIxIMQSCJCUxynQX7ThJjHKkESxaoMLnW9gRGDYfD2t/fbzZSVQ2v2Hk+RxnWTdtiqtVZPj88PGzrReWhoiCw7HtxcbE2NzfbOlB12C77gC/KkIJ2VlFgF9yTQCiVw20/X1hYmHikHIJv3ZVvkT+quYTLmlBpYW/VfZLy5s2b2tvba7Hp4OCgkVIVAYcHYJ15IFT21Fhc45KnfN33J0mC/6enp20f2DgypG8vL4rOkjR8oJwiYPDR/jmQYp0kT+Id+/Q3rMgEhrrGH+EcvzFu8RiW5cEZeJvkfWFhYSLBlBRZD3hydnbWDufoN8zHf8IQtijuptrGRrMXMxNZY0kVd2VlpY1P0gbnxH2YYKxEIaomLJak8smsXrLPX//1X7/nQM+fP38+Ho/rd37nd5rDZXkjHQu5I5cqf5kQh2IQAnNm9xaN8/T7/bbgCJmrJTLDzKCoCXi6WV1mRKUCEqnyZPY+Pz9fx8fHjQwCPD0JKSsjVN4/+x+mMyolwizPAnhOk4aVdzvd3Ny0m7+pZohQNo0zWvuSytB0uVZJI5uvZ2bur9vZ2Nio3d3dlq3K4BBLTpwEXuCRaTnYklnzyspKUzaViBE8gNftdiee4iJ4+TtLqEgx4mJvABJnAJQM3bopi2bvXF6fkT0VVNckDOxa4MyDB5xSGQRAzM/P1+bmZrNFAMKG2AmAELhTGbV+fk+goBpSN6jrwNqcfK5HKgqWPju/+ONodP/8VI+Ry9Kywy72ne2y3yyhZRIkyctSqqQiFQTYUFUtYHv/VH6o1ZIo5K2q2udYL3NKonJ7e1vf/va3azwe1/e+971G4iSvfGw4vG+Kh1HTagWywh7M23pmwLH25smXkRY4y0fZDTJEJafUJEZnad8eOJDC97M9IeeLvF5fXzf1ixBAgRPUJfSXl5dt/QV9tphXTikh6oeaJuRwCKaIGUtLS7W5uTlxADFFhdFo1EqA1nZra6sGg0FTh9i+0prXsYvl5eV2fx88gytsFDmsqnYARNIilqgOJFHJsl9WB+ATTMlEwudLABAQgV1C5lCkdT09PW1k0H6K0+IkscZ1Jjm/VGOz0qR8OxwOW1/p7e1tq8B4kkpVNVtwUIFosbq62p5vntgjUU71LdsKUg1VFnVIJgkbnoGg4iLWK5M05FurA2IulrM7Y4JdYqGYkXPJ6hmby3jmSjvrYU7+P9376r2R1sT7TPD4HT51fX3dejrzecKSzzxk0+/32zUwfQFXcCP7AiZPRfBBWY8fDAatlKl0Nt2PkCqGS2v1sVGRZDT7+/s1OzvblBFBIMtJFASBg4xOfclGUUexM7CkAohgUfkcivA4KAbnZnnlsewtk00C+pWVldrb22ugOBgMWslbL4k5ZykcKRqPx/XRRx/VxcVFffWrX20yOYDc2Nhop9hS0ZSVIpFkf1fwZDkhSyuCivkBZmS62+1OHMDJx9Gdnp62TMRaG6v1SeVIkGEzHMpenp+f18LC/WOREEnEMfuGjDEbarPkxpFGo1F7RqdANBqNanl5uY6Pj9udcpzi8vKyqWnr6+t1enra7nGTbNjzTqfTDt6wVYcQDg8PW+nFWjtNlu8hAPC/vFsNscoGYCW9hYWFdiUSkEJysmyQ60p5nZ+/v5j57Oysfv/3f7++9rWvTZBOdrSzs1NVNXFS/uzsrIGuvkhfqeIgPNmwnKospc73fT5FicJ1cXHR3gvBZvcA+fb2ttnS8fFxVT08G1wQQ9iQWThg3HnqWKDJZBaYI+P8zh+k2Niy/4d/IrXTpS7lSoGNfWcSlyotsE/FkE/r+UImb29vm+LFT7JlR9kRBiwtLdXJyUl99NFHtbGx0W5DYIuIcZb3jNXndTqdevHiRY3H43r69Gm7VeDk5KQRUkqo6oMExlwlbA4UjEaj5mvaX5aWltp8qVUC79HRUW1tbTXsSeKsf40dwvTT09NmC6enpw1H+v1+e8qPsq8yN/Kq1YO9ZVn19va2YXYmjPw8xQi+ilBubm42+56ZmamTk5M2V/FLkpiXD8P/7CWTpCSZzGpOlsOJFmxLkiqGr6ysVK/30C9v7filuD0ej+v169cNi1TMZmdnW5uAr0xKYAhcGw6H9eTJk/YkIja2sbFRT548aRjCduyHgzmwyLVXsAp2Z6uOtcQNJD0qRcimRAu+ZbmVP45G961TSCJMqnp4ioc+6Nvb2wkVMMvF8ExrT1bXshL0/8IO/2Zrvsbj8b0C2O1263vf+167wkL2C7wYtUWWjXoEk8EAgSSMCB9jt6ACusMRMrDl5eXWQ+VzgSzyCXiQPO+REi/S6W+kLw1W1sUhGaD+Nw7A8AGXbC9lX2NgGIISUALcvoAryZe071b6w8PDury8bP+fmZlp5SJrTtk8OTlpQJ7ghpjmcfvMYDh69hbYb+srMCFx1hxp4nBZgsryGcNk1BcXFw24ObOMXEaUe171cD9eKoqIu0Ake6PqSTyePn3assXM5LIk7CAD8MzeM3vMWc0zyx2AJgP43d1dOz2I/O7t7bXGc06fpM16Up8RDIEkr0yZnZ2tjY2NBp6+l2VEYJCAPh6Pa2Njoykl1o8vpsIM0I6OjiaybkSN4mjc1k4fFDWAL2Ty5f0RL0le3g2m3MyOX716NVGezqRlbm6uNjY2qtPpTDxtJvtkKIV88Vd+5VcK9kkOkDkKl6CVtw/wAzaCSGU/UJ5qNA8lOCR6PB63C50FKcHZXvEH35OQwqUsLysdScaopJKaVB2tHVJdVY2UzczMtOQUIRYYBST+aB+N/fz8vF6/ft1acPRAwUL9r+5nTCUEZogNDtNQZbJMLYGFBwsLC+3Zx9mykKVwVRe4MRwO6/T0tMUV65GtO7Dx4uJiIhljA+ww773zOD+9zZn0Cup3d3ct4dO3jYAQI9xegJjpvU2hgh1YA8SPvaawgCgQYrLCAi9h28nJSeuvNQal++vr63Zgiu8jPmzWmlM7teJI6Dc3NycIjpiR1ZwUEPb391tMWl1drZ2dnZYs4gzaZ/hEHvSA1exNMpgEj6iQrTF8NlvDYBnymHiQ/MnnSWJUDLJHF/ZpZ7i+vm6xX/URzl5cXDRuBYOzDC2W8jdx1/jzAM6v/uqv3r8+GTgjTDKwvLxcb9++rVevXrWHSCMVFm55ebkB9XA4bNer3N7eTjQ2W0SL7fEqNzc3rRnYvW+MOe97QjKpGFnec3o0e7I4ivKYQODKAAYjIChJcFCEEcgk0bDoWf4SMAVZQQcwKs0sLS3V8fHxROBCND744INW4jk5OWnvmcTTFRDAJw/cCK72c27u/lZ7WRUCnyU5ZFBmtLS0VBsbG+3ORT9D3JFliizjS/XYeuq1ubl5uKoCkUKWARFg2dzcbKpe9h45eMAJV1ZW2o396+vrbfwc0XrZv6qHRn3AR4EwxsvLyzo+Pq6jo6P6whe+0By96j5rOzk5aSTOnnHEw8PDZj9A9eDgoKmalKbsi/Es4UyktA+srKy0x74powjugp/AjMAZSzYqAyR+R1mhuFo3GaW9m5+fr3fffbf5GNKN1FA5rYEvwZ498i+vkfwgaMpum5ubbU0lRrL2p0+f1urqar169aqNT0Dlp0muqOQy7iRLyKx9QuSyPC1bpqAA+WyzYE8zMzMTj2+EkRR4JNyVQtMkVtAF5rOzs7W+vl6DwaAlvj7/7Oysjo+PW8BeW1trtiDhSFVgNBrVYDBoRDkJi7VJYmA9PP0FgdP76HOpSSsrKy0RVT7/4IMP6tNPP21PbZCYLSwstGZ9a2ONb29vW/Jm3GIMn8+7VB0m5Md+H6bCKbYpEJpflvuTyCL78N+8Kax6lQeDQbMDfcPeB6nPdo+rq6vWhsH+sl9U/zRiLSnc2Nho6yJJzL1gTzCRvYmByDScS5Xs7OysiRXEFzEWcTw9PW1rpBrlkmmH45RslZBhu3Yma5nXWPGZy8vLiQOUiSVs+ebmpmEE7KGWpXrJxvVEbm5uVlW1Hle2AkMlfHl40ty8r6Q44x68ZL/ZNy0Rt6/IoorS4eFhi3l4VrZCZHtLtq2IT/6Nd9h7fjk/P1/r6+tNgEBq4WTGjap4FNx/+S//pQUlBpN9Bha/qhrDz3LA8vJyHR0d1d7eXitF9nq9xqBtHIAFOkqF/x9b9/ZjeXbdBXydc+pUVVfX5dS1b9Mzg8d2QobBRkgxIBA8QSSPMRNbURSEeOBfQHlBgQEhWbzxgJAQxI6xQJGDZAJPSEggJJQYHJyRbY0cZ8b29PSl7peurq7rKR5Kn32+59gllfpSp36Xvdf6ru/6rrX3FlC9ZK/Xa6cPID/YPrDPfb84iHM7Dw4O2kHYBvv58+c1GAwagTR43gFByqNsBDKBnQqlgTmvr9SSzd4ZiPXYLSwstLOROaHnU3a/vr7ZyJJ8zhmAg4k1Zr6y74ERCioIMGAwzt4daUW6KZ/KTYgl50QuUtGxJxWHUG7KckLVaPd/5TFkWtNyKnS+q0aZKnuhRLkmAJT96LHo9/ttc132DOy1LeSqW8lJNtIDExm0sQXWAIwCkRmeMVK6MhZ+x/gAP7aBjMsilfYpGVbQsjlJjeCgz9Vc2fpDFioRYkvZQAzkJTieVa+s8WIbfDwTAu9iPhyNx4/NuxKnccm+vePj47Z60XWQS8+FPGd/jK+03yyhfelLX6pOp9N6AI09kGRfbC9LPOzT5wXgqmqKW/bzeOYMJvqqqMlK9IKC3zH31Eg+wn5SqdbG4+/8HjFCesyLeZJsezZJif8TvFUicuEdHJ6enq6HDx/WnTt3xjA2FRNjxF8oIakA+hlbrxqpXMgTP4e71CFE2thK7rIUOmmn8HZmZmZsxT2CaXFk2lmu3vXsxpCvi1NHR0fV7Xbrzp07NRgMGqmTPIu5SJ33ePz4ccN7JUkxy6bo8MqRrc+fP6+dnZ3a29tr/iPxsNG/2G6jZq0qys1Ij/+rqlpfX6/V1dV2PXYM/yyYFGvgDVJuX0I/k4jCHLaougPj/DurXpRItuR9+Js4YAsksZrNwxrjKBFkW8hkKmZKwLlgc3p6uqnHaRuukwRWQklkkDwgralGim16KfEKxFH8zaTD2GZlEJ5k24wk6stf/vLNOyOA//2///fGLAFY1WiljoEFuP5uEubm5urVV1+tjz/+uGVL+k4y+zdADGd7e3usnMP5sXvBX29A9t8oV56fn7dBALz+jyF6VqrS9PTNmYmUFeoeIEFo0tBlTTIW90kA4ziC08LCQg0Gg6ZkARj9MABDmWV7e7t+8pOftDEQCJAO85P9jClNe1bjgZxQGSg3pPXMCIB8BiwgyYh8GS/BSimF0ifATZb+Njc3mzPK5nPhRdWI0Lsvw06VJxurq2oMhLMUL+uhkOW7I9vuRUnLPjaATB1YXl5upFXQTjKc72UcJANZ6nafbK9IApn9VnwG4Dt9RukAWZN8yCaBhv4pKqTSEkKQbQMAiL2oAhgDfsjmvW8mAQDLNzI8NzdXb7zxRlPwzBkf9rtZjs0WCn5lDI0ZH/H/bMj7s/FUuq+vr+udd96py8vL+s//+T9Xr9erzc3Ndsg9288yikQRgcieWUEHqe10bnpEBY/r6+umbFNOkQQEwOKzTI6VpFdWVlq5lm+ZDyUi9pfl0hwTZCmVPj9HNAQu16BYs2VKERtQjqJK2UIqCbUkNnsTMxaIIRmYjUkmmOzL88FHdpzbg5mLJJTIZtq5as/V1VXbx1bpWTtQkiI+anwyyeav2fJgBbc4o8zqmpQx8+e67j8YDNqze588ZjNbehAdQf7p06eNIPDRvb292traav4Mm6iUky0mKebwGyVqiwQptb5cG6asr683LB4Oh3V4eFhPnz5tiTf/Sl4xNTXV7sGWkHb/9p5sCaazZ9ipNxg/EBM2NjYa9qpc8WNKbfaUey+qNlvIViScB6E3n3niTCZrk2rg9fV14xdwkt1lxQzPyTmQtMEY+MoW+dPl5WV9+ctfvnlmBPDb3/52VVXLurLXjsqUS+s5SZYGGYxNi/UKYs4mGSB4OT0+egVlR4KrAPf8+fPWX8Tx7B3n2c7Pz9tROQZxenq6LRYxmVQBBseAgG5Kr5yaEQg2+hoYNiBT3hBEfFFrkAN9GlRJmZ6G4Qxgmp0FPBtgZkN4KlXm0vMiaknaGLNx4ahZYgQcVSMlx+8g9lYOD4fDtmhCoFpaWmqANjc3V6+//noDLsQ2n9U9GDGnyPIeo5YxJ3lPYsjRAJdgJvBm9s1W2brPSzKoVz6HbHFAq+tknMoC7NAGu4AQkUtSnRk+8NFczrERZv2gmfFl72f2YbKf27dvty09Dg4OqmqkyLLXJGxJtNhEZvB8xrffz1KIuZEE6G3xWdUB6jY7SoWSOiuoI+3GbrJUks8FQ5Lg87vPf/7z1el06qtf/WpNTU3VZz/72dbkn4pTKmDeK1U2cydY5ek1mfgiewIVAlk1OlkgCZLraz1AeNiAuTYWWk3yeL7T09Pa2dlpyRW1CLmjlCqXS1SREwvXPEceP6YcyFcRplw9nl9UCP5ozrMEmITVzzPByETLHMEP82C8fV6JNXvkYKJYZIETcqNPDeZ6dnEocYUdHxwc1NbWVg2Hw1aJ4jNIhapIzrHqEp8zL0SULFmLI0n6VTW63dFxf3BNIojY/uIv/mLzHy1SxsZ4Zlkx487x8XETKhDbXHULT61AT4LW6/VqMBiMlTZTYEHsxA5nBcN7fnb79u165ZVX2rPDTKRagoDQXlzcLMLhf1kqTdVOLFNqnUw4zM/a2tpYkoZoZcIorvoM3CJqZTtS9gTCMPPv92EYzuRZxAR/N3fZ3pCihJ93Op1W/Wg9gLOzs3Xnzp2mcinNJgPOkl2ycU3DT58+raqqtbW1RsgQBFlCqlbZG2ODZc2d2QTOmbM5c7JvQhY6+cKnp6e1ubk5triAtE8tQhgMZPZQpOO7Zpa2OHOWSMjkMrYsPVlVrSxwfn5eT58+bb0xwGV7e7sFeOpPlqOzwT0l35xk8yWrSRUltwuwoShi5h1TmkZuOZz582/PX3WjBjteKrPYBHp7yHFc8+krlUeBK7M9Y+wanC+d6OLioqlelDIb6lKkrNgVRChoiF4un+dksuDM2nu90fF1qbLmO/MZwOpQeWXCVLgEWyQ5E6bFxcU2JzMzN2cZJ2j7fQSk0xn1Z7n+nTt3WpDO3qxcfZzN6wCLauJ5zAmQd08gNTU11ZI2/gtAc6GBd7Mtk3KJ6wDmTAQuLi5qfX29/uf//J+1urpaDx8+bOWzLHUimUgMP/fslNXHjx+38UVyUo3i/+YL7szNzbWymODC9y4ublbG66d1HapNLvBhC9mn+OGHH7bWDH6HBGQAowRScPgbXMwkMJOgTK6oUXk2rBYXY6EUSaEdDAbN/ySmp6enY3v9CbaItNgyGAzaKmhJXarhxijvR2HJvU+RQkQo1TnB1MK/TPz46tzcXN27d69OTk5qeXl5rKearypX6o2GO0gRzCReZNsUxUY7RcbM27dvj/XceWfYDkck7xYMiT2dTqeRzUyoPE/22Z6dndXjx4/bKterq6taWVlp7wLLvTNf1hf98uXLRvpevHhRe3t7zZcz+bXpsWfgKy9evBjb/7LqJgm2iI4YRMk1dqkA50IV48j2co9RxGtmZqa1j/CL9Gvj6P7sASmbnp5u4zw1NdU+KxbARl98Xsx3zVSUiSOpPGeCL3nlg0QzsdlXKuiZAGUSlRidJXtj1AigRR4PHjxokz2pClgVlVk7RyV5mpSqGisFAeDM/hhyt9utN998s9577706OTmpw8PDeu2115pEnKAj0GXZIbcBEFCctTsYDJoimL0NVmhxcmxf86QJ63a7zVk09magVQZ89uxZK7XdunWrBoNBk36NkcwdeQCGSK3xVN4xacjWrVu3am1tre1JxshlKT6P2M3OzjYCnaSYkQiuBwcHbXyHw2GT/fWAUemQEcoIwo2MGdMkSHmeKZKDLGd2nu/T6XQaMFpclKVWysLi4mLLwsjjnJcKBHCRGWAniciSF5BBhgCws0YtYlFeo5YgIxaiUEiBstKZIJ+/nysAObv3ZIf6eywWkuna2gKZEwgXFxdrc3Oz/R0R6vdvFkb1+/3a2dlpQTdPAGD3SEH2gMqozTGSZR4tjkpSgszYiiZ7WvmVce50Og1D0l6Rbv5hq4xOp1Of/exn63Of+1w9evSokTfbdvBTBJNKKtHJr+x/A/TmCmnM0jDc4icWawwGg+ZHFMP0USRaIDCW5t/veWbJGUwwBqlimTPJIX81V/rh+IOgneU0fZ4IlXE7Ojpq5X57urnWxcVFbW1tNdWhanyVNBziS2w7K0OSU20JGSd8Z4+vZMbiMupUEkHfMI3aaqyzMuC6+lrhJXV2bW2tYZExSkKg10zAT1UVAUA+xRBJQwockghxVXUHJiDxsF8sMGdJLL2LhZWpkHvvLAvnZ1JRUo5EcLPNxmIDiqbr6u+Fa3zVqm+xh1Ip4bbQI0mnXtNeb7Q5OxuxVzCMUBbHW+A5MsQuU0WFv5lI8A2EjCjATifV/5OTk7ZoldCg1ShbBtzH9ll4g2PmDg8P6+HDh82H0t/hBrtH+uASrMr7sXuCUAp4qaA3Avhf/+t/rf39/fr1X//1WlpaakcDAUHOLJgm02aEFABlgdXV1QZ+1AzlQsYIBD/88MPWzyCjAZRZXvKFuCGj2S+S0qr7Cvh6BxI8s3GXA+W1U2HzOXK9IPj+++/X0tJS3bt3b0y5ohIhg8CVo1mEkMvml5eXa3Fxse2in+oS8LctQFW1PeqMCyKb9f8MytQl5V6Og8wI1AkcWe7w/pmJkvudW6rpl6HJnEj3AqBAZ2ynp6cb8fnud79br732WtuAW98RopjKpHshDjIgwZTxZ5nF8wOiXq/XStuZnAAPgcPKeAS40+m01cH8o6qaz0hMcsz829+RfDbIfo07P1haWmrnhyKZqSQ9efKk5ubm6u7du2P9XsZ2d3e3BUw+w+4WFxcb6RNwZNGyb2MgyCHRxtB4CcYZONihL2Aq4F5fX9f6+nojTYKoeXZvCcLBwUE9ffq0lpeXa3t7uy3cMebuZa595/nRbNyz8oNMQlJp42fsTlL86quvNuUDGUY6zb+AAnvyvunbWSLk6/xHEDNv2d+X/np1ddWqCanqC7bd7uhoy4ODg9rc3KyNjY168OBB86dU0/ko4sm+l5aWGpGjGgl+h4eHreTPLsyHZ89SKDXSeFBDsk/SgiixJBV4iWiOb5Ie/w8Ds/SXm+cqv+beoY4/EzPsPiCpMo/UxcPDw/rggw/qzp07jYgheAjW/Px8q0DARomrP+3Dmf1rArs5Qfwk60hCEk2x3LfxRwzMW7ZdwKTZ2dmG55Pb4aQwJKZlsoi0DofDllhne0ZVtT18+YpTRrLfTtsUhZVKrT0BCZybm6udnZ2mtuepPbmtj2dElo0l7GD3/J4YBf/FSdtpIV7ie/IQpFM14OpqtLBtMBjUX/7Lf7k++uijtiYhVe4s+bJXvuf/sqwMo1JBz3YQeOKzLWp+4QtfqD/8wz+s/f39dmOTNBwOWw9cskzZmAGzMpFBZwba6XSaIaSMmdluVbVFAj/96U9rMBi0HgZs+fr6ugGtCRJsrIqROXNqRAgJ2N/fbydVcAwyOXCT9Xo2A54lUYP/S7/0S7WwsFAffvhhAypGwAGzH8M97HBuKwVMHwFCEGSaJo2TVVVb8s3YkCpjq9yJMAAOiod+kjznFsB6JvbA8XPu2Ydx4hzIlnlHws7Ozmp1dbV2dnbGlFUERaD4s3/2zzagzfcXTJSr2Kn39XfKYJI9gUxQkPlRgoGLwOxPIHN5ebOiTyYoyKTTZTnLO3uvtBtqF2UTEOfzKWuxG+AtgA+HNyd25Lzdv3+/tra2WquBa83Oztb29nZrmxA4q6qVaIFqltdyE/dUdgCgwGo8AR+fzBVwNsQ1Njk3mbwJrHxWMKEe2R5FMB4MBnXnzp02RrbpyevAJwkfW5BYUqsFctjnXmdnZy1gZG+TZGF3d3esd0hAyYVtgjiiQ1VQ5qsarSh2v7R9CUCW0wWqXKkNx2BNlmCzdcF9P/3pT9eTJ0+aUgObkkizT9fNZ011xTdlKP0jVWaVFUmo3/e+MEziYTxhGdvQaoOswEH2DbcTJwRQ25dlqdmWKPms29vbLcY9ePCgNjY2mo2zVyqmWGnxCJva2dlpBKXf7zdV31xIoARp9s6njGdiPCz2fhI6lRp2rf3KGJpfbUjpg9QzY7e0tNSIkyoD0cPei9TvFGWSaOuPVqlz0hWsESfFIwRcpUbM09/qug4MyD4/iqUxhDHK0943Ew3JrDnnR2xHZvrjjQAAIABJREFULJQ8SfJVMVTyLi9vdia5e/duI3nIFgKb7Wviv/sTdCTzKhjwSqKBjOazZy+2Ej5MrRopgvyKD7dFIBcXF/XKK6+0Upwyigf2Eums2eeCTBlwL44QpRJgPxwO6z4CjgdkWJPS+/n5zWbOmnVJ4AlQeRaiwCs4Kx+vrKyMbc4qEKu9AzYTkpMkwNl0NkthFLVUZxBN+2HJ6qze6fdHJyEgeCmVV432Tzs/P6/l5eXmAHqRTHZuMOod9I4YQw6eZTLkloMpnSMByonp7MPhsJ0Cw+E4O4KYx+Fw9gQ3pI6CILtcWVlp/aOagpFwxFUgMsfD4bBtXJzqsSDGFrNcMtk/wQmNQ5azsmQCjNk5APH+xl+pIQO238/3l3RwXL6kNJkqZZa7gQUgYItAm6KkTAQgqqr29vba1hB8DRFWyjbe3l152XsjhlWj/kz2ZI6Na5ZaBGIExTzACscEClxJaqiHVALkKoHPeBlHqorncBTcN77xjUYYU5GCYZJDxJft828YSOE7Oztr25fktiL80DYQ2feZWbvkKtsDKHZZHh8Oh23bJTjl3sgvm2CXAmAqTbdu3arV1dU2NkncvSe8StumZKWKYjxUOzIJy55m2M2m2Ac7z7m8vr5u+8B5N0RLDKJauz8szX42+IfwwQEY4xnsZzc/P9/2sfOulDIlROpL7lBxenpan/zkJ+sXfuEXxhbrqIwgOcgZTHSMVy5kY1vee3l5uY13KlfIDzwXZ6z6V0JlBxRUMSDVeuTEfLMjOEOJUi2pqrGkMZ+BfYjHdi/wcxglwTAPKmZsUrncHCNmRKejo6N69uzZ2KkkyqyIJBzEVbK9it3hCwgfrMmeYQlH8gVcJuMBoUWSiHDPzMy0M6/FFvbjO2O5vzvdJHt3/V5iiDgDK/2Ju/V6vfp7f+/v3dgOAvjf/tt/q8PDw9re3q7d3d2xMliWGhiCl54EWECRpR4OZ4CePn1a3/nOd+qP//iPq9fr1Sc+8Yk2ySYqyyICe94f4JLtqQFAQeaVDeEak2VUjBNRyGZa8r/MpGr88Hp9RP/jf/yPevbsWd25c6cpCkgSRxMcBRHZW2b3OVa+KA4CC6WMEaYKAWiQBQHy4uLmSKXNzc0GWEg08L++HvXVGdeqasGftO//zYdMXbDIfgpj67SJ7CWrqjYu1CfX5GwInvtmKdvzUjX9nQIJ6GU7giVnB74HBwfNFjLjQ1LYIT8QHAEKW0IEAA9FwD2zD1MwAboSCUDu21gDGjaVCtrl5WVbuMUX2RUlRqabpSPB2QIZdqCEL8PU3wIQlbzv3r3bEgkELEulSTYkFOYBuE8qGzAGkUHgXQdIZhmE7bFJtpDlQ+UwpIpPVlVbCffbv/3bzf5TxWV75oS68dFHH9X3vve9+uCDD2pxcbFhRZZnqqqtxqUmIodJgnMvQFspJVnOpMicwCvJUI532rIABJf4Jrs6OTmpH/3oR3V+ft6qLWycrbBF/plqnjFCGryja2TbRs4tomtevI//IwLwtefPn9fu7m77HNvX5+ZdXSMDnvlAamBjigLmeXp6uu27aX7YUFU1/EwSlBUhY4BcdzqdhoESHaVkJI/qrtrhunxP4ubefCjbfCTC4oQ5EBfgULYdsS9JbBIHzy1+ItJZRjdv5hnB1z6ViQ07SP+EC7ljAsLFVmGCU3Sopano5rnDh4eH7Rg/Ysnh4WEdHR21LVjcwxhli4MKgucRU/Ad9p2VT31/Enril3nJMmwmghIKx8byD7goyUrf9pXxL2NjtgqkUs938xl+4zd+4+baLvq///f/bg/GgAWFLD2l06Z8DPSU9Ax2lvVmZmbq1VdfbU77wQcf1NOnT1s/BYfMsoVJwfwny6mMNpvLNzc3x3a/N6mULCDs9wCpz8hiVldXa29vb0xiVw6dmZmpP//n/3wtLy/X+++/38oHJs+B5BxNcPBeDCvLhZQUAc99vPPOzk5zOgChNwNZAe6MdXZ2tj75yU+ObRczWfpLgzs8PGzKZLc72q8qj5MbDAb1/Pnzdig49RJACcbdbrc19hoHq7xtoePdq26yHbK5+bYl0dTUaB8/YERZdR/AQtUTaCQH6QhUzJ2dnaZIAtpUM9mJxIT9Zyk0lezhcNjATs9sNgq7rkw3V677fSUH4GusnHwyHA5bkAJC2Z6QScLa2lobD98UPxtNm4Nbt27V+vp67e/vt20xgA3yPDMzU5ubm22ugVvaODwwb0ke8vOSKUor0uxILyQAKUsA8xlYhaSyceW0SZU5CY65S5IsmCMa2W5RVY00V91k5B988MFYG4ySKNUH4TbmiV1V1c7TVr1AfDOpYxNV1ZQPJT6k1LW1K2SwTvJvDiaJsoQ1Vc8MJBR6422ssw8250Ey5H4a5jMgGvdJRVXiDTPyRBiLRdg69Q8OSBoo2BayJVmlxjup5OzsrFVUzBcbeOONN+r8/LweP37cFuyxczhCkRc39HFRsZ8/f96IHeywEbodMK6urto2TY7Ty3kzFmKludV/Zp5Scb24GJ2QZb6S7GScT/JOWROTkvinnWeVLxNQJJ59XF7ebFA9NTXVVDwEzU4ISrvmcXp6urVpwT94TvWbmpqq9fX1ZgdVVfv7+/X48eN6/Phxs4tUryVy7JQwcXp62jBU8izR8Ux4UKqYBwcHzdf01U+2RWQbhHjkTOvsAzfHCLTxFhv4FGxXCU1lN2NJthwh2FnirooS8Ne+9rVW+gR+MmZGk/1yXjJ7shiPB/WwZNGpqan61Kc+VRsbG83ZBVyrYygCtgcwCKl4ZTZL5tbnsLi4OLaiECFNwzUhwJKhW1iRnzWwOR7G6eTkpDWsGgNBJ1f6qOMjJQBdqQTJRaiNWV4HibF4gpFYhk7VQkCyT8jWGlWjpnrS9mS/X/baIde+yf4MVvBWMmIjaeCItf2jPAeilz1zMlFBkBPlBtGZKSpjZJkilWuOiRDLqNg4hRVI2oMR2XEN885B/a57+T/KqvHzvsAhszBZolIdO0GglUC8O1DOBCYJGoUglUmfSQCScftZtlCwu1ysotfG+xweHjY/RQQyCCRZBL7szvwIHsaGLyfJME4CdWazsOXq6qo1lifhAKzslm2ncjU1NVVvv/12dbvd+o//8T82kiBRoKJ6DsrO66+/Xvfu3as7d+60g+hVHpLYDIfDWltba8ky/0iyLiDDW1jI1s1hqqJZIs6yns9kyUj1IAOIvy8tLdXDhw/rzTffbMTRc1RVI0meL1fuuwbbEuSNU5bLkjDxD7aCzBh3qr0Y4jqpIGdy7No5P3A7gygcyL4wMQUBgD1nZ2e1t7f3M2oif19YWKilpaWxfXBzj8GLi4uWLJ+entbu7m7t7e2N2YGxePHiRVv4gYCqHrhP+hXc48+pGqXQkYp1VY21IPFPcUp/vnnxe7DFPb2rb7HKohsJePZ9Hx4e1t7eXosb7EH8choW9TX9nm/YQcFOIGIJku/fFjwh8VRi4+EZkuRmjEj1E1mHFd417Ud8Fq/9PStjfNK88J9caOZ+k3FKXK6qMQKbiez19XXDE3wsfRRJzNY89/u1X/u1cQL4+7//+y0wmqhklCaXcwKfqqqf/OQnNTMz0/YU8rmss3OIfv9mXzhGqYSUQNPr9VoDre0zTJaX5JBeTt8GI8fyPWcSP8qgoJHyrawlszz9OJyJs1gRxWGsDtV3xdkFXJ+XefpKqb1qdLRNyrrpwIKlLCvLlICPMQJXcjmymkFbhiD4GCf7+RkfWa7gxNAYIme4urqq73znO7W2tjb2Ofs9AUsApe9M+cA8OzZPuYrdeTbZk3tnlgQsUnFR/gCup6en9fHHH7cjjvS9IvfmIEEJcGbvCh/JPrDMMv2cHWdjs7meLBVQf2Wb5jyVcX7D1ryz5xPQtra2xkh0biCdwZwiMT8/X8vLy20FHh+gomQZ3lcqReyLMk1Fzh4ioAiQUqWYnp5u/pfATNFmz5KNzOw9l/8zX76yjeHtt9+u8/Pz+rf/9t82gMzkNbNl13jw4EHdv3+/7X+n547Sq3yHvAs83ot9CBCCp0QG0fEeFAQLWLJMpAqDrHkHyUISWXPuvdj7/v7+WJIgYCg1+x327udwADmQwHv+xBe+kYlyv9+vlZWVNreeHybAzrOzszo4OKjDw8N2rSx7TQZF14MjSv5U/CwnIh656fDFxUXt7u7W9vZ2G6v0DwSNAp1bVCErbDUTJcRAn5nkt9+/OVoP5okH4kUSWYTe+c+OOiVUrK6uNpyYXHApDueCPFjkZ4ljYiSSRclEgnJhlhjHV5U+sz0HwSO88Kuq0S4W/Fel0eezN9dcs+e0xUwEjCUSqU+9qhoe8RU44d3hVNob+5dcZuxLoYT9EyWcjJMJX683WtCKL2WpHBayZaQ7cch4wcFM8r235/B3CWKv16t33nnn5joI4De+8Y3G6DlY1p+vr6+bapGMfWVlpTY2NsZIExXKl4c8OTmpR48e1e7ubu3v79ejR4+aE2gyl0EMh8O2AikbvrPnh1MJJprY1ftN6CSrTwmcoVqNkz15lBvZBUDMFThZ1sigAaBNlqBsPDKweU4KQGar+hkQ0zQKATP3Luv3+23vrixJOnNYKRjIMhjZoLJ/ZvRALJ0CMJ2eno6Vgsnyt2/fHusvBL6A2rhk2UamRdFF2LJHBKlhm9nTmMGRo3OULB1TiqwcVQZF2pTXstTEboAZsgoAJBlV1QgnRRUhyVKNa+RYm092grwjbe6PQGV22e2OTtzJNg2773/00UftufTKpKqWxIUyOKloZX9kv99vZdqcywwixoD/p91JeDITF0RcJ1X3VNMRVcCaiQefZLOezZ8C/XA4rM9//vNVVfX1r3+9kQkBOvuiMvA/ffq0+dHOzk5tbm42kiHYKk9l+VOgzIBFFc95z4SMvQiCbB52qICw2VTR4IfVxJ6fD+iPymQjFUN4KCBqRZDgwl1YyHczKOf/GUs2l0R9UqmUULLjJBfGSDLMb/r9ftukOAktDPcusBlJSNXX/2lBYYMIrgU3grX3uLwc9SPmiUCSWO+eqtFgMGglX6XOVI0849TUVGs7UBa1kXK/36+9vb22J6JjSsViySEiBhPZudiXyiJf1J4DE/g9O5B8IViePW3RXHpnJJm9ZXXKPFk8ZXxPTk7qpz/9aX300UctBmbMdOaxZyXIrKys1OrqarMNNih24hOeTSzkt/48OTmpnZ2dphT73SwvWzSXFcMse2utynafXO2d8SR/ltiZ6izulSp8p9NpZD1xhM2lkNXpdOpv/+2/fTPOSXZ823rDIHEqgwk0rq+v6+nTpy2LVZLMZlXAzPFfvnxZjx49qvn5+QZi1BxGdXFx0bKkbLoFhAm2CwsLjYC4R9Wot8bvOtYnm90NMmOTbSO6di9nXL1erzlYqidAxd6J2QuVKoJA4R1tR8OoKYEmlBMCAY6NbCJOFrrMzc3V0tJS6y85Px8dm6UnMQ1KVmOeq2osq6DMCGj5LaBmrw5j/OlPf9r6Iaix3kFf3N7eXq2trbUx4VzAJTd7NT4AHPgrX3oWgUGJS5Z8eXnZFvNQDClid+7cab+LjGQwzWSBAurf6TPKwYhXbqEBJGWECBd1KpU744A065UBDsAx58hY6EkBZsfHx3X37t36C3/hL7QgI+gKZuYHmPX7N/vkPX78uN0LAUcMsw8F+LILyUsq1b6NjQCQZJJ6pIXDmGYWToFdXV2t9fX1Ojk5qcePHzcFWTKZq8zz4HrEPsm2YIfo29LBKmW/a+yOj49re3u7kUT9SdSr4XBYq6ur7V2Vz5EngTh7nQXiqtHuB37GttPWkuAgvBkYBSSkIsuOkmM+DKvcI/Eny3+J6cbP/EoeYQHSaqwFVs+dPaLIPpWL/UlI2LXPsQHPzH61jFD4vRc/gu/aLsx74jmfcgyc0n72Zw+Hw7ZVjACcOxOIH/YoRBxu3bpVu7u7zY/39vZqfX29pqZu+uJ2d3cb/omtmXhWjbZ7UWJcWVmp27dvt8VyfItySLhIot3vj47ju7q6qvX19fZeSBlbV8mC3ZeXl603mP1XVevTZo/Zh3hyctJWIYvpWp+yeiImsVNzMjd3c364vmP8BDbzubwm+0R2xATvyQb97uXlZVNhPYs4Ky7DBwk4vOQzMCorGVReIkxWOlIRz4qanlT4Sm1kfz7H71WqPJOfp1AnXkwmYVdXVzWV2TNnopZlMOMsuViDYfhK0OKkFhDolbO1ARBEPtTtPQ/AyIZXe5tlv83JyUkrH56dnbWVXo8fP65er9eW8ns/WbP7cVqlQg5HqrZXj4CkWZSBmCzyuuZRBBQJMj6UNJkhpzE5giLnsNt7lt/cO7dXMaYffPBBu37VzVE7NvgVbEnZDJXzdLvdNjb+T8kbcUtDQgwmger27dtNoVldXW3llCwRuj4H0Xvn554RiAiQ3uvs7GzsxAfALIhyfPc9ODho6gdQOz09bQtPlNPZomDl+TQp+zIOOV82Yc15BJCyMwBlewnzyg+UpABhAikSiSB7hvSJ6enRljO9Xq/ef//9tjJ6ZmamjVm/32+rfbP85l0EGWTCOE6WVtmwpARpy7kDnMobkz2T5uH6+uYouJWVlRakYEo+o9N/tJ2kkqY8JFhJbAQ0Y2xeU6Xw5bOTqkCn02nH8Hl+m5TfunWrndfLF6ngVaP2AL9LcRMUsnVF6T/vY888djG5X1yW6M1VVbWKAGIisFSNlLCLi5sVlN4xlW/XVAkQ2K6vr5tPSPwlQZQVaipc5ZvuA//hpjJZYqVnMZaOZON7qkLKZEdHR+3/2bzg7l3ECORJXONX6Rfm0ZiKF/v7+23cVU4Gg0G9fPmytre3a2dnp5UcDw8PW6mdzc3Pz9fe3l6LkTBU+VZp0M9h2dnZWYvHvV6vbd9zdXVzgAKVN89qz1XYkxWY3d3dRlTEFmQ6y6RJUih1EkK/bx6IF93uTW8jnGO76Z+p+MMQ+KPt4c6dO21xGpIO85JY5jzpuc4Egz8gdOIF2yTM+FZRw3eca58CQCrHMNG7sxd/5zNra2ttodDOzk5TLlVAbYYP11yHomiMkEAYk/2YfIufibkpXnW73VEJ+Hd/93fHCJdf4GwGUSl3OBw2dcgEYJyIHnBR89awnZsF2y+OQsZwE8wStMigPp8lL4ECkdTDAIA5g8FFMvUcZp2doRwdHbX3ywZmDpWLGwBGbpkiiMk4gID35lycjfNxFs8s4Gso9p6M1Luura3V//2//7eVCZAeXzKO3OfJlwUm5+fnreygF1M5Q1lkUgHLRQ5ZqlIOAgKMXCkd6GSDskDIDgSZTBhSpSC/e07qz2TJj1rIAazAS0Xi8vKybYbunpmxcSoA5Joy4wxK2YdqXPKd2CISJcjKxKmfWR4UmL17lsH5FEWMzZqHbJ9QmmB/1E3+lYE6+yFtPJ3zITnTZgDMJYMCgiRKsPNegDjVaYmIZ6W4KOdXVVNpUpHgZ3zVWPHrVNO+8IUvVFXV7/3e743tZZeKmXdxMkSqUbljgswdLgr+VdVWdGpkN9/sho97LgQa8dFDzOfYmcTHffURIl9wxOlLk6pzlpaRegRadUQsmMQKCrv5lgApwcEEAgLbzjmRGKQq8dFHH9W3v/3ttnUKu8/2FcmQWGO+9/b22hjqM6bwZbKaKqZtWTJhp8S8fPmyVlZW2qrcxKbp6emxvR61VWQbhWc3X4uLi63/vdPp/Mw2IQ446Ha77f35LnyGXWKxOVXWf/nyZe3v7zfRIXE4Wy6ywuEdnMurPcEZupJ1sYePiHnURgtgVlZWmkAkaWFHflfikmVPCZ7fNdfPnj1r70jskLyIaebX+JjnTEay9DtJDtmnxDnLuWwUwcKRzCGxjKiUrVrURqQw95tUEcsSNSLLBt0zx4jt5jZI+vv8ObmPo0TKtX71V3/1hp/81m/91rtAUAbhg9vb22MKE2cXIPR/bG5utpIuAwGQyI5/A7p+f7QBLLBUitne3h5bWXZ1ddW2JwFcAmtVtaCZO+AjjwY2+7FI0hh/loyAkXccDodjTaomgpLCsBgQMKam2SKAM9+6dav10TBeGUcaVwKZoJZGIPB5V59944036hOf+ETLYLvdbm1sbLRs03im8uD5EHVzo6xjXJJsCAqeZWrqpjmZGuJrbm5ubMUsNdL99NekM1pa730zc83yHSecnZ1tO8GnckP9kKWac2MGjOy95neQP87JPjOj9t7ADMgKMmlzyH2qpJ1Opz7++OO2sasStYBFFZDkAHelDYCerQ+ATGDP5wOu3t/8W1RDOQBU5lgLAUxIv0pQB27GWV+l92UjfBeeCN6pmEqyMgH1M383HjbPNbdIvWfL3rnJ5PHLX/5y9Xq9+p3f+Z1mj66fyldVtf7c7CV1TQRVtcBiJ6Qtez2zBGfs+HKWQVPBy5I6+/PvJNepTiCHlAm+k0ms6oWkJJNsAdZzpKqMwFOmJKLuL1h7fqSSkj6ZRKeK/LnPfa7u3r3b7AUebW1tjan98CATRPiVqlAKADAtE+qtra2mdqtAwPEkFDAD8U0yxS4dCkClRO7Zjjl2PWOAuCu5SjLgCZXZ/fzcPoFaKLJnk3JPWUUiYR7i4l3No0SRD4gF2Z5lrmCRfmB2U1VjmG7hycXF6NhVFSxJQbbweCZzwdY9n2fjV2kL7CD7x9lbxg5YhDzlv3GYnGPYqRVMa8dk60T2Hpu3XBTLJmdnZ9tWdfoycwunVPyy1cc4mUtzpHIAn3EDCXOu3+h0OvXFL37xJub91m/91rvD4bC+9rWvjYHB0tJSI10m0kILAHV6etp2dCfLJvHzMAYEkUROSMCMnzr0/Pnzse0SlBSxaSCUDBjILC0ttX7C4XDYpFYqDyPVvyaoAnuBXTlNEAHEyGYavYngXNkvkCtbU/VAOBgmA5jshwF2GRT1Anpvf05NTbUzUZNoXF1d1Sc+8Ykm23supCN7cXKsPJexBAYyM3OSDgLgBGC/g9zMzs7W0tJSIyCy6lSezQVb1IQMFBGqXCBiTI2FFXeOFELi2aLAAFiVKPkAx1eyAH4IvowdSCGrWgl8HsEyFlWjI73m5ubaO05NTTW/QHy8bxI4ScRgMGgN1EAnFRHjm0Q2SxbsVkuEVg4+ZjyPj4/b56uq+Tb1m9KQQZ76zBeQbWRf8PF+VAeB2nseHR3V8+fPm5Kr10u7AJKMTKbf8Mdczc+e+coXv/jFqqr6xje+MaZYAVTzaP4yCUHye71eS2TZARsyL8pNyKCghkzK2PXvIqpKgOYTGWYDiVmJJ2xHQIWzCFwmdhn4+Cks5tewBCZqH2Av2a+d5MjveGd2LqHJqpH3lYjwC1s1/Zk/82fGiD3lXxXBvZeWllq5eDAYtLHLykPiKIxcXFxse2amotTpjBZGCsCrq6uN0PEDmLy0tNREA7FEL2Mqs8ZDMK+6UYRyAYjY5d/sm/BBTLC7RNqtPxFe9pP3YzeeHe7xW7E8xz39Z3t7uxH0TBayRxNxEyfgqR544+N+7M3v4A3sGxaoMCo/8wdj8/Nar5IwGXs+DB+np6fb8ZsZp9Nn2amfI+7GDnnEd7Q6DQaDNi6np6ctVtuDk60dHR01HzQ/GUNSLBHDUuiCU7DBz5LYfvGLX7x593/yT/7Ju91ut7761a+2wDM9PV13795tk+tIsAwMJoXsjvQo3xgwpItyxUmUfUxAKhTZ0KxUlT0pmalTazRZM8RctWPA/FvQNxjKWpMrcJeXl8cMLbM3pYBc1ZRkyXP4uYzMtU1QbtILZLKU+uLFi0aEjZfVzqlApoMLPKkQZYmUWoUEC74CvgxCiUHmlSWNVMA4g/nu9/vtfGPOiJAh5/7uGq4no/VuyvoCPXDJco4eHobvORE2NpgZXQaAubm5ttGrs5Vl15k1+XuWmbUOAJgE17R5qqvEKaV9gVvWnCsw2RU/SVBlI+7HNims/X6/kW3qelXVzs5OG7tUPnNzdcGEb3vnqmoAKAB6nrSLTqfTzq3NRAd5oNJmCdC9KMhKIALR1dVVOw0F4fTsqeAZL6SGKpTJRa/XayXg3/md32k23uv12pmbMEMQssMAH5ZoIHv83e9RjmFAKmuSCkkMuzaGfBQumo9cnDKZnPl3VmIEVL7hd42Tn+fWE54zxyN3GjBnCHKWu6x0lICwET6QKlc+jz/z+C+LC5TfqCwZsBcXF9tzwv207aoa2/C56kaVfPHiRVswRRlNESJbBih47JBf8DeiBrwRkxAvRE3fsufNknbGQsmjeRWT2GiWsc05korEK0sn8XGdTE4o1pMLiYx5lhHNMR9fWVlpWJx+wWcTNySC7HQwGFS/f7OKOQkLW8n4L1ZktSyJ7K1bt2ptba3xE37lHRAsPscGzXEq58kNsnUExlDmxFR2aUydnGQciBdra2u1tLRUT548aT252b+a+3fyH4kwXE6SnLY42QLERjJmZ3Xl7Oys3nnnnRt7+6f/9J++2+l06pvf/GYDHH0EgjEDcKFsSgUaHl7AY+CAJNlxMnLX9yWrnwR1juZ+PivgCSJ6USYlfM+VatXl5WVTLzkEgGbo1BOGWHWzn517Z8YsMOoBUd5y74ODgzE1hKECDiQ3MyqlNe95enraSLd3FIDzm7GkOiKrmVTTjImsCfGkaAFTxo8EJAlMYilTAQSpvAnk19fXYysk9ZMKdMY7y1IcU/9kBkzXpoCxkyxZeJdcDX59fV2vv/56ra6utkTA7vQ+S0VIFc38Li0tNfVMoJCRIgPIKwBXpjbP7FMPjefkQ5xZkPF5gGdstBtkj93s7Gxb6Uf5WVtba+oaG6YqUWqpCt1ut6nskiqEQp+YZIHKJVAA406n08YI0TCn2TjtHgsLC7W2ttY21M2kAyYI5mwlfUbZJxNLvptl+Lfffruurq7q3/27f9d2EuAHwBmIZoP7YDBoOCNIwQnEJhUDRFVCBdz5KcAWAClkkhp4GcEPAAAgAElEQVQBFI5mubjTGW31gdwgpcZUAM0zx71P4ksmmVWjc8+TtPt32qBACLtcI5MUicLy8nL7fCYVaYfIWLZAuI9gl4uU4FPeC7mSnMJONuxLoJaQZakV1hAQlpeXG1lH1vizOVIpQpzyaEqYu7KyUt1ut6nhL168aHgiNpon5FCcynIggoZIHR0d1erqahtrfmnOJkuDcO7y8rJhIpvInTmUKcVPzwXbYK04KUlG+rJUe3l52Y483NraGlOyUqE0D0tLS7W6utr8StUIiUpRCMGhKlqwSUhI4oggwpXcIUDJ2u4nktjJdov9/f32nnzHvbxXvo9YbbzEf4mUOMq2YBEiOBgMWvnY86Q6n1wrK1PGJ33sV3/1V29izLvvvvtuVdXv/u7vtmCpTytLUSYJaHth+xFl5urnGQBkxNnLxNhSWWRcQHhSdRKkgBwHZOieMYkbsoVlGziOK3OkdCJzVdWMKMuw2L8AJGOxuAUBtI3JzMxMra2tjTlKruIziQyX8WQpAggdHx/XwcFBdTqd2tvbGysPZU9O9talQ/q3bTMyAAGM7PHyRe3IQEPxyKyJwzFwpJGK+4Mf/KAWFxcbsaLw2etQMM1ygGdD2hFwc6Ck4P7T09Njq4ZlxUCaTbp+qp4ZcAUzwcTvUZOqRtsXZO+crMxz6zMU8CRCwEZixdb9CaSSBCEUCHK2CQiCmTzloqJs8s9Nv/midwFWyHQ2bSvzIkB89Pbt282/AJv5OTg4aAqK58+m5dzywXP7TluQvAD5XN0IEDMgId6CJGICu5wE8tWvfrWRMkmTBCjxp9frtQUxAnHOtRWlSSRSiTIv7Ibqm6X0LJnJ8gWNJLhpF8iijd6T5CJNWfr0p88a09wiy9yx2eXl5THcV5q1bU4uguGDfFJgmpmZqf39/drZ2ampqana3d1tuJXbWlCjkBPXkDwjLMhvEmj+dnR01MqwyBJFBsYl6c7WIvFBZYGfIWypBlLob926VYeHh03987zGWsLKZrxzVdXGxkY7EcSYZ2wwltfXox7cfr/fksWFhYX6a3/trzV/t/1JYnL2rsIKBE3Z3PvwzWzF4A9KznmEJDLPXz1X7tgwHA6beCA2I+/p3/AnfSvtfjAYjPWYGwt2aQ7Pzs4ari8uLrZ4Dmu73W57buPEJ7L1i2Jq30ZH76WQRPASZyVVKmHizGTPuJYjbR/ic76zCtatW6MzpfEsMTmVYVzEPfEHib3E+Utf+tLNeL377rvvDofD+uY3v9mAyc2xfwqNLJ7xCmyYPIDOwMVwDTqlR4BTHuWkVkIp39hAMUHU5CCYufeOLEqGi1hk+Y1xUe8oFCbURE32CWS26n7ZR+fzlDmK0HA4bPsOIqoIih4gwVPG53eT2ChfASlzUDVi+UnYEogodoxVMMwFBYKuo3cmy0aTJLLf7zeimeVw7w6wj4+P6/T0tF599dVGLoDvwsJCAxdzLssyn/luCDjQpZzJeoFultuAr7Eyn9nzYn8+90F42LR7pAyfpZpUOTgd9c575XYqQNg+hBzT+DhjVHm6anScmkDnOTz3wsJCXV2N9l3M8rANUxFdgEsly4RMSYJqYZw1mgtg/p9f+X0BVL8nu+h0OrWyslKLi4u1tLRUGxsbtbm52Xzv550kIfiZd6AmEcjyhoB0dHTU/DUTQ6TQvHzhC1+oTqdT//pf/+sxdQTuZSnIe8ER9xVUYYmSj99zr8QNCgaile0brpcJms/4Mv/2qKP0yvpT9XF/dpVYDDuNJbVQko3cUJ4d30jREkBz38FMHGdmZho22MBYUE3SyL+zZSXHOP1GX5w+P2PMP/TdWrxkXHNO4BNbM8/IhPHhT9T627dv1+HhYZtL6kync3MKh5NNKO1UNuNKRLCqdWpqtLrduFio4n0RM9dA3LLv9OXLl/X48eOxNhTxzxypMoktufDBdYwNP8kTqy4vL1uyjiBV1ZhaluTLs1P8+EpWeG7dutXarsw9TDN3ucAoK2QSe+X1rATBUXEedrl+kn8+1Ov1xt4B9hgT/bn8T3+pmJOqHyzt9/u1vLzcfDH5UFYnrUL3c2q7OIHAEngkIvDQ/IhTWfVMPGbv3W53tAr43XfffbfT6dS3vvWtpg4AHkSLIWSp0r9XV1eb0pR7/9mXDzmqGq0km52dbeWNNEaZbCqGGbiBwvz8fCu1mVSTJtv0Oymr+sqScgK5zNLZxAhRSsAyd9dkkAgQx+C0jJHRJoO3dYj754pbv5fyObAFBsvLy815U6FhKI7Hk5FnJmmFGqA0nwiAlXQaigUQ4+E6MuPLy8u2AEcGSUG5c+dOVVU9evSoGX+elpEKlEwV+MpoBOVUgxm4z2SmY34pOsaUfbGDqmqr34FwZqbItt6i4XC0HUBm0amkIhGe2ze7Y0v8zfyyDQ5tHO1/CRAkG7mJrVI/wAM4yC8SQjHRt4MwmFtAhwSwJVm7JuVsZocXWY5FSlIpo1zu7OzU/Px8ra+v1/T0dNunE4ERZCjyrpH4QI1jl6oKg8GgOp3O2HYLSRBTyX/nnXfq/Py8/vk//+djfs3WzBuCAMg9X5ZjJMWezZ/sEPjy0WytQcIlmFaB88V8buNBTRGAYA0FKk8qQBZ88SG2IunTupDkzwbA7Mvz6WeDLVY8ZhJKpaZiIAAqAK6Vqgw1cmbmZo9H6gfCl6cyiSdwTdLMhpFFqiTxIO2Mb1gIJYgjAwjYzs7O2CIN82oMDw4O2gKW3PMzk01l8kyQc06px7noAcmVSGeZnM0rY/vdtHEkG36wb/iN+CKhiSnOc6+qdsKJ2CC5v3//flNELy8vx/iDZ8x+5kwQ4C0sVRUSUzM5ha1wEpYaY/aT9i4ZT7uFv7AdHyHcZKsHAcm+fNoAKLarq6vtGY1ftjrBDiRZiww7zITRs/l9HGdmZqb5MhtPtZKdiGfGDd4glfzKPb70pS/dvOM/+kf/6N2qqv/0n/7TWElHILRXjUCRk399fd1eijSe5MWfAJKzCVB+B4goMaTil02OOUlZNjYJgM3z9Hq99meWfwGvgPXixYva39+vo6OjMcImqHkOk+GAawFeNgGsGZcVjLJ6hpFLshnbZF8lA6TG5bsxWu+nWVrAz4bnLJG5h7I1wxNcqbBUHp8hvVM4Za6CjdKTgIhMCiZXV1d17969evjwYVP6kFiAuLCwUAsLC7W+vl6rq6tt25rM1NmlrFdwB3xsjoOlcieIGvezs7Mxwu05zL+MU4nKXBuPdFYEJZfxC6b5HEn8BA7KWfbsZO8G8PNs3s9Xlu49R34258C7JxmwkhkAsRXkdn5+vgUPPqO0Nqke3L59u46Pj9sJL1lio17v7OzU//pf/6vef//9evDgwc8AuASq2x1tImuD7YuL0RmkGSSyBSFL+PDB9ZTtzO0777xTvV6vvv71r7dWBiWfVPxT0cqMWjBLUDfHWbHI1bVZYmTTnpMtGvu0X/iBPKS6S8VI28/5QVTMVSYoxjZbZHxlf5hgCLOQJAH76mp8z1X/t7CwUCsrK+2euR2KhMUCPrgG75HUTAjZ5vPnz9suFcaMap4BudPptP33+JyExjynwuvvxta9X3vttTHSheCk0qN3dX19vW3+nmQuF7F5xunp6ZawGk/EzfhLunKhW1W1sURuJ3vILAJJEoW8SwiRiVSpJT+wTSKvYkCJTL9Kcp0LSpSYc/ESAivJwTvMgWfNZMrP+EWSKzaX5DT3nsyq3+npaW1tbbW5zLm2lVMurDTGa2trNT8/Xzs7O/XDH/6w9vb2anl5uYbDYes35Nu+VF4kYqnk84G5ubmxtgR7jVLGs/wN592PvRonc2A+2XomBRT1dhbwP/tn/+zdbrdb3/zmN5vUqkcoV7D2ejerwWRvKysrDUyTgTIQQJ2KjXJkVbWJy6zBpAhEWRZLQgg4GWDVaAUR0sZRs1dKz4oBZbDT09NtTyJEgZEDGNnYz+u5A24+r2+E4wscGlfT6ATkzI4S/EzcZAlUmeNHP/pRff/736+1tbU2BnayJ30fHR2Nlc0ne3OoWwgBoPZsufegZ6fiGWvEFvFRIqJG7O/vt0Ueqf4h1s7FnJqaqrt379b6+nqbf8ZOYZXJZKnw5cuXYz0Ysl6BmzNlKS9t0Go4dsfxlJgycwQ47u/3JEZV1Ra4UJbNK9VMsEbKsvzH/tgkO58ksWzI+yYApSKaRALRN26Ud3Y5CcKSvlQL/Nv8pFKuF1CClgr6pz71qXrx4kVtb2/X48ePa35+vjY2NpqtwhZAJRjOz8+3ec85F8h93lyyjyS+5uji4qKVK//O3/k7dX19Xf/m3/ybllAIMuY5y4JZ6mZfmTSkUuGdzRe/SFDOpFDy5XqpzNrKA7bA6NySyZnljvGkZrm/QA1nJbvIgTE1zkgyu0O6+GEqmKnGZ/K1vr7eYoexdGqTz3z/+9+vx48ft4U1CDiFant7u6qqbcysdcb1YFlWfCQoAuX19XUrbVdVa01ATFMlpFgqx3Y6N8fnnZ2dtc3A2Xsqjmtra7WxsVHLy8v12muvtfcjGiRe6HOHOVn2zFYiRBN5V/KcmppqijOMo+Yj9dqD+IJvZMC88n9/ZzPIrLlTkRCT4BpSyc5cX2yAWan8wUP35WOZVCfR9eX34TfVkb/+PEFmUknMe2UM4od8OVd7I5YXFxf1wx/+sD7++ON6/PhxEzEs4sn2pcRqz+rZ+XfuB8xvvDsMNn9sPMfRlxiVfMQzpPjhs71er/UAThlYS/OznIEACOLKTuR5D2vArIpxisTt27fHVkgBLxNlixOBLpuMsyxIUTMAfl+vocn20inBA5MsF+lvEKSRHCWF3M9QIJJhIW1KlXk4eErbMzMzLWu9vr5u5/Mm8eLc7ucdGAiAAwoJ1nt7e/XWW2/VF77whTZ/d+/ebfu2VY1K8e5xdnZWq6urtbS01LJupQUr0xisdxAQZXVsodPptHlLVTV7Tfr90bFzylYy+tu3b7cytADP/nKTbT2RVTVGFm2FMzs7W6enp3V4eNiCuGxawM8jdYCtAMrWqFsydYqTUmau9BakBB1zLIAjCEiTeUtiJRjmPWXD1EwA6fPALJWK7GtM8ofIArUEAF/GPBUB4+S6qb4lwaNcmF9kbH9/f6wf1HWeP39ed+/erfv379fc3FzLnjOgK4HZGol/IJEwAagBetUEPXXmlkrV6XTq3r17bd9EIG8MlKqzNMr3J0GUr6VCYv9RP6dSI6f5rL5TnTTfuSE+34FVTlHKpITvra+vjyXbqUKaGxh9dTU6XYRyn/2g1OW0E/hn6xTXYwOprniGrNAgh1Qf/YSvvvpqffKTn6wf/ehH7b3hh/cZDAbNv+2dmfEkdypArOGWoH12Ntq+R1zIKoZn9fvwHYayYeqJCoIqgmZ/inVV1euvv15XVzdHxrHfW7du1eLiYp2cnNT+/n5VjcigPVL5K7swnvwp483BwUFbfAI7JB7s0Hv4StKuBOkekxUC18jqCFwxFoPBoNkbLMwypK+0/1TPM7bzsaz4aTXxnVWwqtH5yObZO8APtpeK56SC6b4wACYQWuDg66+/Xp1Op+7evVs//vGP25nQBDNqqXlVkSNgIPbIf6fTaUnJZFJOjTeOKorsFT5kIp6tdO6fiXP2IfpqPYD//t//+zGCgeiYsCRfDFBJBzk0+T4LdEwQI+h2u20Jumw1g6Qsw70z82fgVaMVP4wl94DyjNQbJRgqWGYTVCwkUbZrchidkoHSIcJhQL2f8lOqkoJ47oTPWNwTuUm5vWqkajiuqN/v1/7+fvX7/frUpz7V9ltTunU94wbQer1ea8oGMMo2meUAq3wGipnxolgYZ+RgeXm5rYIGFJwT6HBURuxdgEyuNrMKezgcth4YYwyw9TmyEWDO+K2KS5LOSfOzeU5u9shkPwelTnabwGpcBVL9UwBNcL19+3Y7OSfbHYAR0o/AZVaHEAHc7FUDIkBcud/4p7KCMLJpKpxyn0CdvZ6pQmWZhLre6XTGeoKvrm727XNM1JMnT2ppaaleeeWVFrB2d3fr6OhobP83/pYqwE9/+tOx7NrnKPP57sbSO1rk453Mz9tvv12dTqf+1b/6Vy05zflNpWuy/M/fM3lwjbQBAYW98vks3aQa4h2UscwztYAPJbGUiKqeqAAIOHBMKZg6BYfdk2IFPxEFCrn3Mu963ow3BY1NaE3JgHRxcdPkjjz98i//ct25c6d2dnba9WFqJkDwiLAgRvEpQoIxz9I54UIMMg/D4c1CBQqWqpd350eCLDtS8TDuw+GwVldXW7vU3t5e7ezstJXIfLeqxsrmksvV1dVmp8a7atTqweccNed6MJu/Zux5/vx5I5R8yTum4gx/MnkwtjBFK4h7zc/Pt/5y9xADxUbjIn57XnaYiZ7V2YmR/p7EcpKTwEs40+/3x45RM2dpC+KAZIKimgtU2DNCd3193c5M/sxnPlP37t2r+fn5Nr98Ec7xMbabpJQf5doHSiNfkbjiKomvuSVSVj7giZiihG7+8Cm28+u//us3tpWsG4ABM7/kIQVuAz43N1fz8/PtTFS7ce/t7bXArZzIqVN6XVtbayTKOZl2wQa4uZhE5igLo9JxyFSrOBfnleleXV3VwcFBra2ttWyMUXD29fX1lul6pwwynOD6enRSgnGhnvqsoHF5edmu61QKoKRknmOPHHW73dre3m5yvIm9fft2ffjhhw0QSO7n5+e1trZWu7u7tb293TLKLKGSmwUM767cjzAqNWSp0PMKVoI9wO90Oi1rlz0aOwCuGVoJptPp1EcffVR7e3vNKRDhra2ttvQ+syEgnQsIkJwcO0AqWCHJV1dXtby8XJubm/XBBx/UL//yL7eeHWPFbgAPIHb/paWlRmiRB47p6/z8vG2kazWcIJ6ZJ6Kcc0CNQOKSJGTZptvtNp/xfIAzk6UsixonQLuwsNCu4bkzUzT+l5eXjZh7FwoSDAHqiNTU1M2Ck2fPntW3vvWtps4i2kk+U/HMbS7m5uZqZ2dnbMz4K0XOpsDHx8eNoLONLO+lgkd9oAwnATG2VSNV1HWQM+q+d6GGZTJizLMfJ0unWZ7XO2WOrM6lInW73VY5sZiOL7iveRV0JwmdQM1esmqyu7vbnjuPf2ND5h4JVOKFEciXz1D5kwAgGE+ePGkkanFxsak13W63VZPYHWIhSTd3CCHf8QVzvB9CrEx3fn7e7KlqtLBleXm55ufn6+XLl21fUAoO/EBuEKLnz5/X06dPm08qGR8cHIyJGpJaPpG7aUg09axL1GGX2AC73eu73/1uXV/f7GXKhhA9Y5kqG6KUZMdXqmzI5cuXL+vevXuttMyflKVzsaQ5cQ02Q0lke0kyvafYZQcQ/psVwFSv+HRuk4J4wqNU4mGL+xKNcksZsSJ76KnPl5eX9e1vf7s2Nzfr4cOHzVct8CAu8N2q0fqH6+vr+vGPf9yeIysD8Awh9H6JFRcXF2MtG4eHh2PCjUSeHSHHOafZUpDxqe0D+B/+w39oEyMbNEjpWBg68KK+IGPIEOLY7XbbVi7+LwmHzzDKVK+yDJbStpKZF0vFgbEp+7kGQrC8vNwIhU1xGSKFxLswTCvKyMKcSi+NIJbjYvCRCfKr35PxIYepMKVh3Lt3rykxk9mpoJWTjvim4yMwwFxQyj8z+CL4AkNmKD4zWSI2ZicnJ2N9U3rIkAKlT72HvV6vbf/DmTjw+vp6A5Vc7ZpZa76P8gRwRgA4JidBwB48eFCf/exnxxrZKTSUL0HJl7FOIoksAhzvYB6RIqQPsFAwMsAL8vq+vFuWdz0bAKCOUpFTqczyjrlGJgUKvpaB2734m+fST+v+VBX2DDzhxPHx8VivJfJl7LKsk0FDsEM6ZMXKZchqViiMhYCdWKacxL97vV5rhP7617/ekjylysQZ90KWKfV5dKMg5BrmW/Lqeq4DkHNRG3/JaojfzZIvLGDj5sl4+tnV1WifNyTV2ErwLAIyh+wkS+5IKsKXChpMkMyyLZ+3aA4GanQ3tlQTiR8ilDamJFc1KnPZfsvcso+rq6uxFfvG3Hvoia4andAySQDgmiQBOaaYZSXMXB4cHNSHH35Yjx49aiRaQpKtIpJfPpp/IohUJGPERuBjbp/jBIzp6ek2lokN2VOXsTlXpPJV8StLpysrK80uE58SA2GFMdfiMUlAzRcyCne8Y6rl2aIkxrmGd5IESQiMJRxmm1nydQ/jk7adbR0pHPm+uLiop0+f1vvvv1+PHj0aa+ViB0mgiUdzc3P15ptvtnnwfOJZ1UgRzITQe/k9OEmMc8/8PL/Jdgbx39heXl7W3//7f/8GHw2c/iz/BmQG3cUNUBoMYwUes7Ozrb9kc3Oz7t6925ydcV1dXY1tHSBb0kuTWUJVNbKQBoS4GCglVp/Z2dmp1dXVFnAofq57dHTU1BYZGbAQgBk/5zs9PR1rxgW+Sg/+nSRXNnF+ft5Wo6V0bfVoZmcaSx8+fFif/OQn2yKKs7OzJp0LbmnQ5mJlZaUWFhZqd3e3dnZ26uLiomUNsiQAoa9PCYTyybEXFxdbCQrZOz09rYODg6ayZqlyd3e37ZmEUAneVl7t7+83wpiKHhJ7dnZWf/qnf1pLS0s/Q8ySQKdkD+CQcT+jMAkInOUHP/hBy9bN8eXl5RixNSaOFMreTklNqr1ZCjaHArx5Mo6CgzJKqkRZyuR7yAP7ptKkg1N/+Bn1nb1V1VgyQMnJQJgqcaqbnjcBJntMKNNZTvU8iJBkMefQOOqrRX4y0OpTvX//fm1vb7fV6pK/qmpqRKfTacmGMYMzk1+SQjhmfhCczKrNMYJJ3T05OamDg4NaXFwc2yuVrVNPsnwtcMBUJAdJtlkyXDFPfBuGWjyhP284HNbKykotLS3V8vJy62el1vD3JMreRVB2n1z8U3XTx7mystLUFkqtxIvfSfCur6/rzTffbO8DrwkF8FWVQtUIwdZgz27ZtCQg1VTtPvyXf/T7Nyt0rQ5WMlf9UKHxDFnGQxbErlS9JV3ZqnByclIrKyvV6dxs0r+ystKwg03l+2TiR7RAut0fSTDHWca8vLysz33uc3VxcVHvvfdew0gxDFnwd7E0v7wPbKaSZpsQLM3WEkqmUn76CDzKRZcSEu/p9yYxvWp0FBq/EFPTFuEZsUMVEoYScNgz7GHbl5eXLQZ5p4ylMBQnSCFBjL68vGyCB5vrdkf7pvLvs7OzevbsWeNUWR2rGp2vjh8lxpsz+DWJYfDROHkmySIfNv+polZV9f7xP/7H73a73frt3/7tZvBpYB4IkAKG/Pp5N1lcXKx79+41Zv/y5cuam5trQJF9KAiQAUHukoDmgdwpZfZ6vbZvn+ye0edJHLOzs60/IJ2YeoOMcPI0lGy2zJKOEgeFQsBnRMBG4Ox0OvX8+fN2kocAnVkMp/e9vb39MzK4Vbb6ATIzAhipiGZJNPvX/D3H1xzmCl9L0y8uLhp5lGnYizBLrq5NwfK7wJ1y3Ol0WnBCnNgdIprzzi5SykceKBn63fypxC+JUXICWErISC1nU9qanh6t3pTx8QHPJZhRL9iOe2T5B0Fle1ZEA0F2KTM2v5PvIHAk6MpUKQJsEZiYl253dAwVsGajiDhgQta9jx6u9F/+rHzCNhE/vriwsNDsXSmEjyGL7Ny4CewCI58CtAloxjDbTKgUgDiB1HmYv/d7vzeWYeceiBrsXQMprBotWvB7ns/8mpOTk5NGQCbn2rM4qQIZ0wfoCynia7l1BlLHRzyLIFU1IrUCskRI4MtEBkkztltbW03NzCPAKBDeAfb4bCrN8MDYKKEho8aCjZljeOR3vGun02lbU7FBOIgYwBW+vL+/3xKuDKYwEDFJ3Nza2qoXL160LXDgsp5xAb3b7Y4dCXl+fl4HBwe1srLSysl2WHDUYr/fb+1SlEXzaRzFC+Q548Dx8XF9/PHH9fHHH7dnz50YtJ5IwlxXspEqm/G9devW2IlWhB1YTKFkW9k/Zy5gXPaAZwXCZ2BSklEEkL3kiST8QHKaPbYSGHjT79/sNpHk0byyJ/aeuJmlZFjiefNbrKNEwyuCUtVoZW+WYBFj85KKMlUQXzJfngMhNk+eYbJCl/GUjYvXfPof/IN/cBPrBBDlC4GGmpP7b+nLAbbAO1cS5bLmnZ2ddg6pgEPdOjo6aoTsxYsXNRgMGiggDTISJYuqkazOYJAXBu6ZBGUT9vLlyzGlJffW0y+xtLTUCEz2fVAsAGzKvUoielMYE1ae2WuWgY+Pj1t/IyJkw18OgwwbB5/NfjMBinFwCv0rjCHL18ZKRgnwZTsUYcFye3u77t+/3/o9q0YqokzQ36mHQFlgT2flFEk0jJn/E/z1TFrhJtui2CCLCDg1ompUrjVXFIYsafq7dgCgZL6zjMt5gQXypldtb2+vXdd7ICcJLuZUkOFrWfLgBwJrJinGB9gDvVQApqZGG0Vn2cPf2aJyomzcs/Kxqamp1uso+Tk9Pa3d3d2GBebBisxUH4wZcJusMmxsbLTrHR4eNuUdLunNEmiNeSYWAk2Wv80/u7u+vm4qhHHwZUGaKoSk4dVXX6179+41BSdLdmnb2V8INzJzNw58TxDO8rfV5TDFODv+KT+bze6CDvxBdoxbVbXqDgUjS+LehzKF2JtDrQXwBT5lm4nAJmBTuCmxMKLf7zfSlKW6xOpMWCQEGSj1XiPBnpV96hcVu6ie7A1GEw6QOe+BXJkLpXPkQRxCxiZ9FW4PBoNaXFysZ8+etbNvs6xuBwqJbqrP+uAzhlCR/Z1/USb1Loolk61U7Nd9VA8ki6enp7W6ulrdbredpGNxCrVT7EPqlpaW2vjBxCxhskMChPvmz8RG5F/CJoE1z5Jhq2PPz8/b0XuTh1cgbMiehE1CmtifQsn09HTt7+83vpN7CoqZ2d+L9Dq5Y1Kd5LMpCnmOPDYz1cCs0uBGqnGeVfLm89nO4ZA9QLIAACAASURBVN4ZO9Knzs/Px7C+EUCLMHJ1ItKW5QAGnM7jRTVxekkgMTU11SR95Ez5zvUBpwnk9AjK1dVVU2tMDoC3CARgeGFOlL1rBhKwZGlF8EoSDDgNbJb7OAdl1L9NvqzQvTmILXNevHjRGrl9J5AwSmpG9pohdN4n+xeRFuNswjWzMpj9/f0GEsYoj1g6ODio9fX1Gg5vjrKzYu34+LiWlpZauerk5KSWl5frjTfeqA8++KDN/e3bt8cyaMmC0hZyKpvt9W52WhcM9dJ4J6qJecieEYCojCIjSiDMYANIAaBxVzpE0pSzKE+CAQBCUpSLd3d3x9onPHu32607d+600xMAdyrOnptjs0P2bLscNsRXbD9hjLKPCAHNMdHvBhBz6yDlH0RBMKMUuYe2gE6n0/p9ECdKP8JD8ePjCCb/Fmw8A6KipJhlpuxdQuj1q+a2PvwiVbckN8hcp9Opw8PDRiSz0rG/v98UESSR4u/5HdeXAM3mTk5Oxs5cThXAs2XlIolRt9ttya7nhzHZLuHaEpJMhvmXMUx1xDPwKddlI1km4iOwNAMUXMt7GAN+ZGzYF0LBT8SOLE+n4p1YJ8Ai5XqXU1FNvO/3+/Xs2bNaWVlpi/DY4d7e3pgvXVyMFiRJKF1PspXkORdlCLA5/y9evGj4x1fgXlaglAD39vZaKXNy3JJAZcXs8vJmG63V1dVGTlQ58qzbqtEeumI+jKGmdrs3OyEMBoMWqxBo8ZsfUQ8l9/hCLtBMQiZ5hyvmFWnP2OfZzs/P20JGbQ9szfGRxsC4544PuAd+AcPSl7LflF2wB3OT7TD+v6raIlhYaLx98eOs6NnvFjHNfUzNjflC0inL+IWfm8e9vb26urppB8Gn8hmMMx/Prbdal6FBSkn/4uKi9U9UjUoeQCEVQC8hsyFf5moVL22COp1OLS0tNYDzQlXV9qpKcGR0Mj+BhdFfXY32ysm6OIdOdSAVTCxcbZ7hCIRJWJQ1AB0iBJgQDRPOObKMAdAAqMlkzNkfxOAT7BhH9vL5faSj6mcDKWBAVpSks0cDqZf5Ar/j4+M6OjpqNoDIe0+N/mtra418Z/ZpNaM50Q+TSpkMDImgfFnpJ6CkEuN7enq6bemQ6geAAwTUWod7J5kE7hIHIGZVoH6PLEdmorCxsdF2flfyFsh3dnbaykZkMrfNQD6QCKuWMwmgYgBKqq1xFphzO5tcJCRJYPs+n0QT8CIKfoYIZQOzcoTEIVUm897tdts+WRJAvpLPkntp8Tfqk5Ka57HZsffiD7AlS3jmNP0SfnmOVNfY1fT0zQkQyJLrW2CBLEgIqfRAVpJM0eWveRxYv98fW6yUWb3ASbER0PgPrKD4ZeafgJ/v6/08C0WVcpm/41rUB0nMZIBGCFxXAPWM+XtUH0qasWH/6a/5+3yX8ors8mW2mGVGQoEETrLgvpTxqmok/u7du62iNDMzM9bfScXkG7DJWHkuQb7X69XTp09rc3OzlfyS/PsdZdYs8UsszXcSqCSdFDEVKmNNkbq6umpzISlI5ZWP8yvxn89QTnPvQzhL9cvSKkxEvP2O8eJTkn3+aY9L99ezLuZRxF2H3XqfJE+T+JHlYHZr6xZ4yzbZDRs2H+Y0V8WzTfcgdmXrA/vyfOYdPrPnbD3KihUsNcb+zzhIvo+Ojmpra2usiqbqSiGEQdTUnyGAyexTNaHwMUrMfWdnpw0IEjA7O9u2CXAtBkBuxqABrT+VBhwnh23rzZCNZe+Kz8kgEUflGECOXPpsTrprCRAIT0rEWU9niH6ePS4pvfqMyc99kUySTNI4AEPZCgeRAQBYqmdVtSXhqQoAT0Am40LAAaNygfs6MYSTGFd7he3u7o4FHyujzbkmdOSV+qG8bx5SoZkkhElmBFw2lIEnx9zcAu1er1e7u7sNVHKhT6oDbAyB06dFJaSCyoSrqtbX1xtQJHF/+fJl/fjHP25BCNlUEsn+MddaXFxsY0RZQqK8qyCXZbDJMoAzpc2l8dZuAaARVs9OXUCizIU5QqKyXER9V3b66KOP6r333qvZ2dn69Kc/XXfu3KnLy8t2uPnU1FT7OwUPsVDC8my5TYskTi9RAqKSpl6uLAEBSveGGwI2kAXMgifbzL0GqY05NjAHMVHWRAByAUSWxn17n+np6VbOzv4cJV3/hjGpvKWS412N22T/HLzjU54N6WCXkzYikPEZpBQJ4YdpO/ke5kF7BOziL5OfzeQnsRVewS5Vi8Fg0MirOYIxgrSEYzAY1NnZWW1tbTUycX5+3mINMv/s2bOxXkoiRybscNTOFtk6Y2xXV1fr4uKi9fll24l5rBpt4eH/VItgr3eRXOV8Zi83W4Vzyt/uJ25RITNBESdsxTM3N9f2mxXTVVaoS7ndlyQQnkqexf7EPlUkJWp2cHBw0DaUPj8/Hzs0wVxK2MRnBJTfZtuIZ4JfYqYFUcQOC36MkW3J/Awnyb7hXAyk6oHYZqk4k5yMWUgYu0fA+Zh4wR+y9YbN6A0Wsz/72c/W1dVVvf/++y1eqSakgoy8Z29xI4APHz6svb29ZqiyU9l2nlBw7969ur6+WUW7trbWTgfhHAZBINBESjrl4HosZmZm2jFpAn72bgAKPWFVNxmpVajz8/NtBU3uyI2AAc5UGJP9C0ZWMFaNNtilUGamwallGQyQwVPDlOdygYCJRzIXFhZanwyAyUwK8GU/hqAp+9BnYe4AKadEoEz+9vZ2HR4eNrKUgQUZlkm5ht6aw8PDNkbPnz+vubm5tkiEfWQjeCoxHAcgAvtc/CGICYKeKRUWYwIQjQGFUi8no+fwV1dXjSxkA3oqqO5DvWaPSDg1TLkg96kEXll6Y2tsb2ZmptbX19upFJeXl00N7PV6ze6VaP0fMpT2zMeAiJN3smdEMpFZH3BVqqXETI4pcpwJkFX1xvb8/Lz+4A/+oKqqNjc362/+zb/Z+sH4jNYQiV+qRkilcTfGCJWkScDQq2nOTk5O2lgZZySN+qlkOzs72/qVBV1jmH2kxsppMxKC3IUf+UZUcz9QCUNuPgwXYeDZ2Vltb2+Prban9knu9Oglqc0KACzyf4A9y/4USz7IDhNnEFm46/2NcaqHgjGbZWNKsAJPlrES8/mz38lkO5UVSk/2OxsniykGg0FV1VifNjLPxjudTiM25+c323alIqNsrhUi947VG+25ckUr7PBs+acFH94re+f4TrYsEEs8r50wYKEKCJXJuCBDAj0/yv7k/f39ury8bHEImSC6aPk6ODionZ2dWl5ebgofPGEj+lGREbHZnB8eHjYiCjsomilOiFN828lO7I3CLqYhuBZ1IqKuJ7lnH7CYcIFEZx92v9+v1dXV+uM//uP6zne+U1U3p7f8xb/4F9t4Zv+iZExcywWN1Gu2Z2s484vQZf9gluWRU2Pia5IzwACVM3P83e9+d0zVtwhIsgOn4MHPVQB3dnYaAcl+Br0x5FyqxoMHDxrIAbgkSVVVy8vLP7OZKIM3MVZGMhgZsReWCQIiTkdi9u3zu7u7rewsowZEDBYQGWz/9tlUd7K0kYooA80Sbr/fb2dwyoZkmiYI0CJLSI4An+OToL6/v1/z8/Pt2iY4ewezNKAfAmGTTQtmFxcXTZWkRFGnOHASMmMCDM7Pz1tGPRgMWtDN4JJlMuPLOc29e/nKIEfBysUT2XPDQZE+fRjKsQKa+wt+7IsNAAtERwmtarRXWJZNp6enW2LjWghzllk5vFKCbWRI/nbAF0z04V5cXLSs35fxRIJzBbjfee+99+rP/bk/15IW5Ve2RxHnbwDWlzFG7Nl3t9ttSrO+tH6/X2+99VZtbGw0Eiijnp+fH1OxkbNu92ahlWcQYPiloJileSA4PT1dR0dHzYfgAoJG5UsV5OzsrKmEsOno6GgMBJFV/u3/+LTFY5RZJcAcNz4KP9kDUoRkZsUjqwhVo50P2KfyUJalBDx+AjtyxWtVja1ChllZjhVIkAzP4L2Q9KqqpaWlRlKzhA7vUqXlG6kkJ+4agyQ/uQjOu7LPqvq5Sow2h4uLi1pcXGxkbnKs4MTR0VEL1pOLr9yfDcAoO0Kw0Uz4tDfkQjjzgoDBWL3yWSnLUmyqVPri7VUrkeh0Om1XhklCPTU1VcfHx21rKr4Ct/OYTdiRqleWBCXKVDwY474pgOh/hQXmHrk3nhYFiXeejW1JuIy5RaPuq4cyKxeZxOAoEhO4LnZ4X0RadSTx6M6dO3VwcFCPHj2qT3ziE21hp1I+v5+dnW2HHPAVY5fEGifha94bRohZ4ioMEtsom/wDAeX3qRpSto31ZBk5W8gkNxlXGgHc398fU0QMmgwjgdFGml5E34HyLicUYIEVkEn1IjO67FtAYlKRvL6+bn1WAFM2BiBcI6+fxs8ZlTkYzdTUVFMCk/Q4pg5xyZVnSSRTJgZuV1c3exFqYs8sB4k0+dkflY5G9djb26vj4+O6d+9eU2YZZZZAMjgwHqDEYcyDgEiJ5eiASFAE5GdnZ02BzZ6GPMRe+SFJL1vi2AJrBmpzlf0NAro5QJwYdpbn9CwivOySwwp+7IF87z5sfXd3t12XLTnSTcaa5J0NKsv7+ezsbC0vL9fW1lYraSwtLTXVA3Bkj2i/32/7umm1kNFJjoyNoE4pfeONN8ZOd/BeMt/Ly8va2dkZWwnNVjOT1bAORIGFXquDg4MW7NfX1+utt96qV155pV555ZV677332rxn4kTl0e+S9soe/Vu5OYkKZfXWrVu1s7NTnU6n9echgvyGuohAUZPh0le+8pU6PDxsR48JXOfn540MsFHl5VSl+Jd3NBbsEjbAMPYg8by4GB2FloHMs+txFrRTIWSPbIBPT7a0GPskdrAxz29GdlL1Z5PsR2VGm0UG4KpqJV5J4CTee27KEKKS884esr8aTueKYj4wNTXV8EoVSNKffpXYwgeQD9fa2dlpBB+eTU9P19raWlVVS9YpQBJnSn3aepbRVV1SrMgWIG0E/X6/qXPsQiySUAraEj/jrPxoPJQuxUa2y4eNR7fbbf3kWox6vV5rgUFoJbiwCGlOBTeTsH6/XysrKy1e80MVF2OZxAgXmJubq4ODgzo4OKiNjY32vlZ9Hx0djR0hCMupksY9yXq2D/k/79jv9+v+/fv12muv1V/5K3+lnjx5Uj/5yU/GNnPPHl9Vg1Tce71eDQaDNv8SJHETFiWG8stud7Qh9GQyKLZmDzVbc6JS9oVvbGxUv3+zpRC/2NraqocPHzblnn1LTnw1Asg4h8Nhra2tta038oxOykiWWDgWlcOAJxnEoAVLP2ccueUK+V5wUjLUh7C4uNhIo8HL+ziLlIPL+CYzSwB6enraNilFfExAjovsze/KMgE7Zxd0BJYkT4zJZGfZKntXUlonvb/66qv1//7f/2vjPhgMWnbMcFyLU/mZDNo4+qwAp2zd6dysjNva2qoHDx40oiBjB/J7e3uN/ANGoAewkE2lWUrwcDhs7QKkdAQps3dqmK/MRLMUWlWtP1X/lK0UrD5mO8q6WXLmsMAfyGezM2fXP8ImKKfaD9gr+7CKmIxPFTOvk83NqfAhzMCOzfCVDMjD4bB+8IMfNIX46OiodnZ26nvf+16dnZ3VW2+91YAyV2lSJfVJAkYJnZ4dSVEuVDk6Oqr/83/+T33+85+vX/iFX2i2d3h42OYYUU5FXzsJRRG5TiCUTAFx+53JfBEKPVPeByEzn7YlSYX5F3/xF+vtt9+uBw8e1D/8h/+w+WM206eimOokMPez4XDYEij2w3YQVNeDT+Zdpp/zm+Ur6hTMQNLzi53wr8z8BSvYC1ddIxX79DO2bvx3d3cbWYHf2XuWgSvxJ0u2KkG7u7stZqTaVjXapxA5hE8nJydtYV+2YVSN9r6UyF9eXtbBwUFTdiQHiXtZBTAG2XogQVKWtPhN7xrStbKy0ubemCm3ZyXJxv/Gx3yIccZqOLzZ/ie38ckqgs+7bvarz8zMNCXNHLun5ItAk8qQZD3bMfjozMxMbWxsjJF5ahLsSRW31+u1vRL5+u3bt9vxl2KjfuVss2G7n/nMZ1qJ/sMPP6ytra26fft2ra6utoV0CLj5ZduTR7rZkqqqmuLPVsSKtbW1+kt/6S/V7Oxs/eQnP6n33nuvNjc3W58prKP+i2UUQP/PXlOd42NJ8qqqJYB8IDkVQicG6f3WbiHJ+aM/+qOxauxf/+t/vV6+fFn/8l/+y7p//349ffq03nzzzfpbf+tv1euvv95sBvZqUasKAohw6GmhYCj/HBwcNMcAWCYTCGfJDrliWNkzgYWbKF95Td8cotvt1ubmZs3Pz9f9+/fr8ePH9fLly7aKlcEB0sXFxSZRp1ybAdmgMNLz89HWI0gCkOBAlCbAl1vbDAaDevLkyc+UvLxLjp3/Q+aePn3aApF+QIzf+yG/SkPKjpkBZRmeQyNY+/v7bS4YKCVsb2+vHjx4UL/yK79Sf/AHf9AUkcXFxRb4ZUe3bo3O883eG0DMBm7fvl137txp++Ml6a2qunPnTp2fn9fCwkItLCzUkydP6vT0tJ02kF8cIgOLd1AqSSfnkFZ8HRwcNKdLe8sgNjc3N7YNA8XEGAJp90Nc9AR6LvYhgzs4OBgr31hckJtqC7B8MZu5KXL8IbNIzl11o+IvLCzUw4cPm60/ffq0/vAP/7B+5Vd+pa2cpB4oPyuvUigF+E6n0wKqYK0p+cWLF/VHf/RH9aMf/aj5mwPTU53K/kUA5vr7+/v1/PnzNra2TTk7O6v19fX2dzsR2GZHgNKuAGizVy1BTyKDJP/Vv/pX6zOf+UyzBYotJZB6R00yFsbfgouzs7OmUGSPK1vNZnc9wktLS60VwPY1xkS1hW/DKC0TSr3eMclcrjDPnqiqGtsWSPAXWCRslFqqO/vQR+VreXm5+T1imO07knHJnSC5vr7+Myq2xFGS5V2T4AiSME4fZ9Wodcc2YBsbG+2MdCSDH87Pz9drr73WFm/ACyVSQbzf79eTJ0+q6qZvSkVBDDk5OWl72FKg5+fna2lpqSmp8/PzrTIzHI720BOAEUHvCSckDblX4vPnz6uqmiqcKqJnZ7+5gJJNGVO2Az8kTGIFu4DR3e5oZXbaiuvBO33l8Ehsy5Ynfw4GgyY0pFp9dXVV+/v7tb293Ujl9773vdaWtrS0VG+99dbYZtxsjE3o16Vo8p1sA2G33uf73/9+vXz5sj796U+PcQ7xLQkzAUBskKDjCRIDhNpqZxxHCw4sMM7mACdRlTIXWam5vr45eOH3f//36zd/8zfbZ+yn+uabb9bf+Bt/ozqdTv2Lf/Ev6u/+3b9b/+W//JeGiy9evKg/+ZM/GUuI21nAX//611t2KsAx6EePHtVXv/rV+trXvlZLS0sN5Bk5VaPf77f+HeyUZIwgTKouMg7Z9Fe+8pX68pe/XI8fP64f/vCHNTc3V3/yJ39Sv/RLv1S/+Zu/WfPz8/Wtb32rVlZW6vj4uO7fv19f+cpX6td+7f+39+XRUVbZ9ruqUhkqZKiqDCSViQQCgUBokEFmH5NgPxFoUUFbYDW8p92tCDQIiEMHGhwaQRAQW2UwEqaQiNBMz4dIWkaZSUgIZE4qlYmEkLGqfn/k7cOtejh0v35rvfVb3LVYYkh99X33u/ecffbZ59wpuHnzJsrKymA2m2G1WrFkyRK88sorKCwsxLVr10QvQ1Dj4eGByspKzJgxA3v27MHkyZMxf/58pKamCnXO51q/fj2+/fZbcWy1tbWIiopCXl6enLWZlZWFhQsXYvr06bDb7Th58iQiIiJk09rtdlRVVaFLly7SB7Bv377w9fVFVFQUOnbsCJPJhEuXLqG5uRnTp0/HggUL4OXlhYMHD7pU+965cwedO3dGQUEB/P39RWuYlJSEkJAQ0WjSWfn5+WHdunWYOnUqbt68icLCQtGyvfbaa3j11Veh1+uxa9cuqYYaMmQILBYLoqKi0NbWhurqaoSHh2P8+PG4cuWKSwqqZ8+eUvWmAmNvb29ERUW59G/jvDI6pSPm3xlRUsPBSJlRvgp0yciozAmBFEGFyoww7cGNSQDm5eUFo9HowoaqqX1Vr0mRNo0NwQhTUfwMU7G8PzV1zf9Xo3beM6N5RoLcL/wuGgyyeJxTAsVevXrBaDSK43A6nQgNDZX9rBq7mpoaF30Y2S01yGGanwEQpRBk8Dn33O+qJor3SUfirj90T5cSiJBh5u/RCKtFAQQFfE+UCXD+bTYbgHvVoTabDXPnzsW5c+dw6NAhzJw5ExqNBps3bxYgRlDDZ6K9IrhXqxsZ9NK+8f1Sn6vKZwgQmHKnPVQ11JxvFaBxbXIO6WC4lnkdXkNNTapBIu+HQJfvl6lAnU4nPUD5bHRu3Htq2ol/J4tLkMZ3otVqRT+n6nVVYMq5UQkC4F5BGsEAfQX3DddJW9u985aZnbBYLJKNstvtMJlMEsCo2nDKY7hOVZtC5+7l5YVu3bpJL9TW1lYEBgYiMDBQ/IhOp5MiE64ffpYOnWCRwE7VhNJWMcAjS8Z/Z4UumUgCUgaJfC8s0nNPz/K+aTf8/f1djtdkkKKy5txvHLS5vBfaT5Up5lDTodTRkbXT6/USIHCdq2w6fw7ARbvLFlF8p2R2ydCqQQztAO0zAzlKH2hTqRcvKipCVlYWSkpKYLPZBHSrgJ/7X2Xg+cxch8wscZ2SKCHTSQJHJcLI3nIv1dXVyX4nkaH6Hrvdjri4OFRUVKCsrExwhbe3N2bMmIGLFy/CZrNJEDNr1iykpKTIPDY1NWHLli2YOXMmLBZL+17jA0VFRaGsrEw2FCMkTl5iYqJEsyrLR4Te3NyMmpoaiRyB9vYfRMlM+2i1WonuubD8/f1x9uxZXLx4ESNHjkR1dTVSUlJkYXbq1Anjx4/HxIkTMXbsWKSmpuKpp56Ct7c3UlNTMXz4cGg0Gnz11VdYsGABsrOzsXfvXqxZswavvfYaUlJS4OnpiczMTNkQNGyRkZGoq6uDxWKBxWJBz549MWHCBBw5ckSit7feegtdu3aFr68vKisrJf388ccfY+jQoQgKCsLFixdx5MgR/Pu//zuuXLmC5cuXY+PGjXjnnXcQExODGzduoLy8HGfOnEF2djYWLlyIpqYmlJaWCvNgNBqxevVqpKWlYcuWLSgoKMDYsWPxxBNP4KOPPsILL7wAX19flJWVITExEe+88w6GDBkii2X16tXYsGGDOIHbt2/LMXlHjx7FxIkTYbPZ8PXXX2PChAnIz8/HV199hZSUFCxbtgwbNmzACy+8gNTUVEyePBk6nQ5nzpwRlpAi3djYWBiNRonGNRoNMjMzsX//fkycOBFhYWGi6ywuLkZAQIDL+blczNwwTFeTySJbyCIX1SFyU1P7o2oGaVzcjRTZS4IWAhOmRBkR8fSTDh06SCqCYIIRXlNTk6Q5NRqNsAFqepBOjFEX75M/p2FX2R53llU1NDTsBNRqpE2Dy8ifEWV4eLgYzLKyMok8CQoJJui0nM72xrVms1n0jIzauX/JuAD3mizzO8gmNjc3w2KxCOvENKUK8DgPfF9kXvh5lW1nJM/3bzQaUVtb62KYyf7znajOjtfnZxMSEhAXFweLxeKSDuQ8MjhkMKFGywBkPdKhhYWFoby8HMXFxejcuTOam5tRWFiIHj16wNfXF9999x1iY2MFqDU0NKBLly6or69HVVUVvL29Za47d+4Mm82G/Px8hIeHi5Ng6v/OnTsoLy9HcHAwqqur0b9/f5SVlYlWiUxrz549AbSzKDyqkULxqKgoCUroMCsqKgAAcXFxUlDlcDhgs9lQXl4uQIz6Mzpsrs+YmBgXh6SyO1yX7D5A4MTqVK4hjuDgYFRWVqJ///5wOBw4d+6cMHFNTU0IDAxE//79cevWLeTl5QlrVl1djWHDhqGxsRFZWVno0qUL7HY7YmJiJNDkOsrPz0dwcLA0PVY1lwQO1E7n5eXBaDTKfiYrzPXPgqe2tvaGzGSkCTAJBLnfCE4YYJI5Y+DEfUEtrtPpFF+r9nBlmpFABbjXP9K9Xx0Bj3qKlqqjI8jg3lFT4yqzp2YGVFvuvib4/wDk8Aa1QTPTqezNp/b2bWxsRI8ePRAXFyeaQOrdCVLJPtIuUhJCQMXsB4MxgjetVitkCfEN+xarmY/o6GjZE2qnDH4Xr0sWnEENWX2Npl2rGR4ejtu3b0vhmxrwqAEM7SOlMgR+akaAdrBHjx749a9/jWHDhqFbt26wWq149tlnYbFY8B//8R/Q6/WSLg8KCpJskUZz70z61NRU9OvXr30dc+OdPn1aUo5k8jQajcuittvt6NSpk0THxcXFiI6OxqVLl1BcXIwBAwYgJCQEW7ZswcaNG4XCzc/PR2JiIlJTU/Hee+9JU1w1Khw5ciT279+PyMhI9O7dG4sXL8asWbOQkZGBJUuWYP78+ejRowfOnj2LsLAweHl54emnn8bmzZulDcnSpUvx29/+Fh4eHvD398eRI0cQFRWF5cuXY/78+fJy9Pr2fl23bt3CsmXLsG3bNtn86enpmDlzpgjmKyoqkJCQgJycHDidTpSWlmL37t24fPmyOASCkIaGBlRWVmLIkCFYtmwZ+vbtKz2OQkNDsWjRIqSnp4uOLSwsTNLrWVlZeOWVV/Dcc8/B29sbQ4YMQXJyMiIjI7Fv3z7ExMTA4XCguLgYJ06cQEZGhrARNBYGgwHHjh2TvmsdO3aETqfD1KlTsWbNGhQXF8PpdOLXv/41vLy8EB4eDn9/f2zduhVarRZ/+MMfkJeXB5vNhvj4eGzfvh1Xr15FUVGRC3OmOl4K7Dt37ozTp0+jW7dusinICjCVQJ0cdWqFhYUuxyTRwajpMTXKdDrvNeQ0GAzSpoH/VQ0WjRoNNTV9AFBQUICKigqpktPpdC6RtZ+fn7QnctdT1tXVwWq1SiBw584dkRrwjE86CV6D64QGgCkj0YLD3AAAIABJREFUMi4q06xG3gTKjNTVqJNGmdEi0wMtLS24dOkSSkpK4HA4EBgYKA6d1eMmk0nS7MHBwQgKChIWWxVJM81Jg+fl5YXc3FxcvnwZer1emB+CVkaz7COmyijoYIB7x0ExZagyO/xMc3MzrFarC3tLJ0HnrDqfu3fvykk3ZBzIUNLJ8IgrnU4nUg++D1ah3r59W4T0XEsqcAXaU/jjxo3Djh07oNVq8dprr2Ht2rWSHkxLS8PkyZMRHByMs2fPwmq1ora2FlOmTMGmTZvgcDiwatUqLF++HA6HA4MGDcK+ffug0+mwaNEifPnllygtLZXgSl2HH3zwgTiInTt34uOPP0ZlZSU8PT2F2UtLS8NHH32E+vp61NXVoaamBi+++CKefPJJYQtpB0tLS7Fz505Mnz5d5pego62tDdnZ2bL2UlJSsGfPHqSlpeGrr77ClStXsGLFChQVFeHbb79Famoqdu/eje3btyMmJkbeCfdxcXExGhoaYLPZsG3bNuzevRvp6enIyMjAxYsXsXjxYtTU1ODSpUuIjo5GYmIiLl++LEFQly5d8M0338DX1xd/+tOf8NZbb0mQe+HCBYSHh2PQoEE4duwYbDYbWlpasGrVKixatAgvvfQS5syZgzfffBPnzp2Dw+FAaGgokpOTBQjSRrkDMxbycb+SabbZbMKgc//zGixEU1lNpvJoM9nCjKdDmEwmCYqA9r6ATMHrdDqXY+7UQhWm0cn0+fn5QavVil1Vg7/W1lZUVVWhoqJCABYDCNog3hevQ7DJ65BNVntmqqBPTbMSWJHVpY3gZ9UKcmqsKQHp0qULunXrJpXoZLApw1LBF+0K7TeZedrFqKgoREZGiiSIdjAgIEDS4gwyKHej/1ClNqpOXZUhqb0imf5mUES/qTLDzc3Nor++e/eurFfOk5qNJQhsaWlBeno6Bg0ahNdffx1PPPEEIiIi8PDDD7u0jOI6JFAmxuK/X7p0SeZMZq9Lly6SLqAQmw5cHY8++igOHTqE/Px83L17F88++yyOHTuG2tpazJ07F2vXrsUvf/lLDBs2DGvXrsXSpUsxadIk9OzZE4899hjCwsLwzTffIDExEREREeKgz507h5MnT2LAgAEoLS1Fnz59YLPZROfT1tbeeLimpgZFRUVISEhASkqK6OxqamrQr18/FBcXo0+fPrhy5QpMJpMAVW4WUrV37twRrYbZbBYtz/Xr15GYmChApXfv3jh79iy6du0Kjaa96uiRRx6BTqfD5cuXZcI7dOiAf/3Xf0VzczOqq6uRnJyMLVu2iDaqvr4eQUFB+Pjjj7FgwQIEBwe7NI4cPHgwKioqUFhYKMifRp3Rl8lkErBsNpuxY8cOSeU4HA6YTCbMnz8fvXv3Rnp6Oo4ePQqz2YwxY8bg7bffxp///GcEBARg9erVqKmpwcCBA3H8+HG8/PLLGDduHPbs2YOtW7eiQ4cO6Ny5M6ZMmYJHHnkEZ86cwaZNmxAXFyesmEqpc2Fv2rQJGzduxG9+8xuEhoZKWpGMMp2zw+GA2WyWBcpIiBuYaRVGLFyXaqU0jw8i+Ob1aVyYHqDhczjadXyRkZGip6A2keX+vFcvLy8EBgaipqZG0g9XrlyR+6Gei3NPdo6Gm4wNQSOZMEaSZArVNKmPjw8qKirEiDBCZhEBNXCcfxrPjh07wsPDw+W4KRp3VQPKOaChJ1jQ6XSi/WNqUz3iiQU1BoNBWKlr166htLQU8fHxshY8PDwkmgUgYFNN+/L7+Z7pOMgCq9EzmUPOmarfpAHl36lbI2unamw4ny0tLYiJicFnn32GESNGyDoCgOLiYlitVgQHByMgIAD5+fl45plnYLVaceDAAej1ekRHR8taLC8vx8KFC9GvXz907doV06dPx+XLlzFv3jx06tQJGo0G7733HgIDA7Fr1y7Mnj0b7777LmbPno2EhAQkJSWJZGXu3LlYuXIlRo4cCS8vLzz//PPIzc2VgIVgnMUyoaGhMidsmK1WSI8YMQIHDhxA7969odVqER0djUWLFmHYsGFYvHixVGIzpT9hwgSXlDsrUC9duoS0tDTZr4mJiVi4cKHM8d27d3Hq1CksW7ZMJEFTp05FUFAQamtrJcsSEBCAiooKHDlyRN57dHQ0fve730mg4OXlhXPnzmHp0qV48cUXsWHDBly4cAFNTU1ISEjAtGnTsG3bNnz88ceYNWsWiouLcfDgQVy8eBHLli3DW2+9hffffx/p6eloaGhAjx490L9/f5w/fx6tra2YMWOGVAw3NTVh7ty5mDFjBj755BO8++67WLZsGVauXCkMjE6nk6PHyNar+lzubQIipvZVOQNToNRk8neZeSI7xz3G9UwGn/uE7BT3gJfXvZ651JRyjRM8cG9z79lsNpSUlEghGK9LO0StJYEGQQ/1dfwMW+5QgtLS0t6flilr2h/qHAkECYJpK2kn7Xa7gLU7d+5IlqWoqEiIE+roCLD4bKqUhO+H9kQF8bwXkgINDQ0oLy9HaGgoYmNjxaYQnFM2pKZ7eW3qLtUCR9p13gPXB32bKo9hkRN/l36P38XMldFolDXAnohMvxcWFiIsLEx0in/729/w0EMPIScnB+Hh4Th//rw0SbfZbAgODpb7IzOvFoFo1YfkJHDxqdGI+1Cdpkphb926FQkJCTh+/DgiIyNx/fp1zJs3D/PmzUNLSwuuXbuG7OxsoSDpHHv06IGYmBicOnUK3bp1w4IFC/C73/1OJpuDD+7n54e4uDiEhYWJwZ4yZQqSk5PRsWNHOQnCw8NDIgEuQqLy+Ph45ObmyvVJE6empuLxxx9HUVER/u3f/g2rVq2StJnBYIDFYpFImgyc0WhEbGwsfHx88NFHH2HkyJHIzc0FAJw6dQqbN2/G4sWLBdzREQNAfn4+li1bhjlz5iAsLAwBAQEoKSnBpEmTcOPGDYwZM0ZYTqPRiPj4eAEfBoNBFqWvry/S0tIwc+ZMjBw5Ei+//DIKCwsRGBiId999F8nJyVi4cCE+/fRTdOzYEREREZg6dSquXr2K6dOnY9iwYXj//ffR0NCAkJAQ5OXl4amnnkJjYyPS0tJkrkhZG41G6PXtDTWNRiMqKysREREhlD2jJEaNPj4+8Pf3l2PYaIAIUOg4qJVkGpmRLNsVuA81aiLIVNOiKhDV6XQIDw+H0WgU+l8V65I1KSsrg81mQ0FBAUwmE/r16ydNnhkIqFGVSulTw8c9oZ4RqTJZTFWolYBkBpiKVFsicb1QY8YKZAJfMqNk7fV6vUTLdNo0hNSP0cGTfQPgIowH2qusecZxbGws4uPjpUCMv68yA4zy1XQvI1j2HeP7oQBebU3DfaXVaoUh4P+TAaAcgA6VzoHfxWfiOvTz84PNZsOHH36Iv/71rzh8+LDcX21tLb799ltYrVbk5eXhxIkTIvM4e/Ysli9fLmkqiuHT09NlTjUajRT0TJo0CRkZGbBYLDAYDMjIyMCYMWNQU1OD7du3S3qPAYOPjw9+85vfoLGxUQputFqtVApy/Tc2NuLVV1/F2rVrZb8AwKZNm/CrX/1KnM7MmTOxdetWcTq3bt3C22+/jczMTLF/6nw+8sgjSElJEQ3S2bNnceTIESxYsACvvPKKAPqWlhaEhITA398fTU1N2LVrF55//nlERkZCr9ejoKAAkZGRiIyMlFOiqDHdtGkTnnjiCQD3+gT6+fkhODgYLS0t+PLLLzFmzBiEhITgyy+/xKeffgqr1YqSkhLExsbi6tWr8PLygsViEfYiMDAQRUVF6NmzJ7p164YLFy7A398fwcHBuHXrFsaMGSMBBAFqeHg4AgMDZX9qNBpkZ2dj9OjRaGxsRGRkJKKiohAeHi7sEFNqtD06XXvrj8jISMTGxopd5roj41pVVSVVqxpNewEgdYqqBp77j2lMdU1Tw82gNjg4GElJSRgyZAji4+Nd0vgMourq6lBdXS1sVlNTE5KSkjBo0CAEBQWJxMVsNiMwMFDmhraL7VbYAYTsFJlcd00oiyZYDMK9Td0n7ZxauETbRPtMgKYCZ0pt+HwMdPjdtJlk/Ewmk2Qt1UMkuHapke/Ro4fo5Il5iAfok8kqEjeoRUl8LoJ2riOCTmYPeE3aSPo5FWQSUzDQIFlAAMpgnKSIRqPBxYsXJdiuqanB0KFD8be//Q379u3DxIkTUVhYiPLycjz11FPYvn27vCeyzsyGie/kXwj4WDJ95swZaDQaAWruIzw8HFarFQAEDKk9xlTK2eFw4Ntvv5WFptFoRAfCz2i1WuTm5iI9PR3Z2dkYPHgwOnfu7KLn4vDx8UFVVZUIY7/++mucPn0affr0gcViQUVFBX7xi18IglZBpKq/YvSiXt9ut2PHjh1IT0/HJ598gp49e+LatWuSgqQ2hsxDW1ubSwXTsGHDsHTpUhQVFeH8+fOwWCxIS0vDrFmzAEBAR1FRETp16gQvLy/07dtX9Cw0JKNGjcK6devw0ksvYfv27cjLy5MqT4PBAJvNJnPJ9ghDhw6FxWJBly5dsGTJEhw6dAjJyclwOp1YunQpYmJi0NzcjA0bNuCpp55CQUEBMjMzkZWVBYvFgjfeeAP79+9HW1sbHnroIXTs2BFmsxl/+ctfMGPGDEk/MBp2rzojhc3UKKvG1fXAxceNpzpWg8GA+vp6KXbQ6/W4ceMGysrKhL3r2bOnS0CgbjACTlbcEnAQINrtdthsNnH81Igx4NFqtVIA09LSIhqO7OxsadlCplJdtyo7QKaK2hNG8ASi/AzBI4tHPDw8UFxcDD8/P0RERAj4473SEHFPEYiqBovfR2aZzIE6eB3+cTjaG1AzHc5rqT0N7fb2KuqTJ08iPDxcgLJer5eGtXyXNKJqBS0NFh0A74OGjWuKxt1gMKCmpkZOJuDaom6J7Xmow3M47lUwMrJuaWlBbW2tMMe3b9+GyWTCiRMnsHv3bmg0GmRlZYm+lSB+8uTJOH78OM6ePQtPT0+sW7cOiYmJonv28vJC9+7dsWXLFnTq1AklJSV44YUXxOF37twZZ86cEWNus9kQEBCATp06YfPmzejYsSNu3ryJt99+G9999x28vb1htVrhcDhw+vRpBAcHY+XKlTCbzeIUWlpaUFlZicGDB2P+/PmIioqS95mamor9+/dj27ZtANo1dNnZ2bJWAwICpKUG147d3l4dv3fvXowYMQKzZ88WbVmvXr0kEL506ZJopZiaczqdSEhIgN1ux40bN2CxWODv749evXph1KhRcDgc+OSTT/DII4/AaDTCbDajoKAAt27dkvUA3NNvDR06VObObDZLW6iXX34Z//Iv/4Jbt27hzJkzItUwGAyIiIiAzWZDVVUVjEYjzp49i0cffRQbN25EU1MTHn74YeTm5opzfvHFF4Xtt1gsGDx4MMaMGYO4uDg0NTWhoKAAYWFhUuTDtU3NK9O/ZPbJbHFfs1r99u3bQqJwjRcVFcFub28HExsbK3uN4Ij6U2Y3aFvoX1iVTtCvttIJCQkRX6buJX6usbER1dXV4vxZCU52UGWgVDuj2h2CaJ54xPdH9pKfbW5uFr0ogbI70CW+IHhj/1jaS94nAbWaYiWwpL1Xsy4sjOK9mkwmAcMMBKkR7Ny5M7y8vGC1WkUTTpaTQRP9iPqMDIhpD+l7uI5VhlAtzCIQ5Lwy48KsDgNXtoPhfBFcApBOJx06dMDy5ctx8OBB7N27FwMHDsTly5eRk5MDnU6H3NxcbNmyBVVVVYiOjsYf/vAHhIaGuhRUce7EX/AvRMNFRUUwGAx455138PXXX+P69ev/zYkA93r/cEGr+X+K5kmnOxwOjB07FmFhYaipqYHJZEJeXh4iIyOh0bT3DsvLy8PVq1cxceJEaDQadOvWTe5JdfjUzmVnZ8Pb2xuHDx/G6NGjodVqERISAqfTiezsbPz+978XAaafnx9u3LghDpIGyGazSVSmOkimSZ555hn853/+J4KDg8W5mUwmlyIZjab9TMSEhAQ89thj2LJlC4KCglBSUiLR3PXr1zF16lQ0NzcjLi4OUVFRWLhwIdavX4+AgACsWLECixYtQlRUFKKjo1FVVYXExEQsWrQIRqMRJSUleP7551FXV4fQ0FAXWp7UPSvU1NMkuElu3rzpwopQ53Xp0iUMHDjQpX0OjcSAAQNw8+ZNGAwGafx9v4iJi19NhzLC45rgoiYw4YZXwRt1PgT8DERYxVxfXw+bzYYOHTogIiLCZTGThqfmhJuNLBH7JaptSID2tik0bsC9Y708PDwQHBwsIIzPQJCgspvUUnGD0ajy7wSXNGKUDPC6BD0hISFISEiAzWaTKI0GgIaEc8X3wDlkaomMmioK57uic1GLYwiKCQJ5FrSfn5+AUX9/fzGs9fX1Ai7YDLeiogJms1muxfYnZFl4hBUNOr+Pf6ex41mkra3th8MHBQVJBM1WImp6ielKHuOltlGhcyWoDAsLkyDQbrdLAQiZYbITLS0t6NevHzIzM4WNOH/+vPRRpN6xublZepQdOnQIZ8+exfjx4xEXFyc9MpnG5nXUEyG++eYbHDx4ENOmTYPFYkFraytCQ0PRv39/+Pj44NSpUzhy5IhLD0qm5bnnaKtKSkpkHY0ePRrbt28XZkbVz6o2+u7du1ixYgXmzp0r+83T0xMlJSXw8PDAF198gRH/1U6C4LyyshIBAQGwWq344IMP8MILL4jEpry8HPHx8YiLi4Onpyfy8/Px6aefYtSoUcjMzESfPn3EmZPRoAQjLS0NY8eORffu3WW/e3p64vXXX8eSJUuwYsUKvP7663jjjTfEAas2R6fTITk5GXv37sXjjz8Op9OJ77//Hnfu3BEdI1kVPru6rikHCgoKQmVlpcuxggTFZJb4+wRILS0tojtldTfPQ/f09ERZWRlu3rwp6dmrV69i1KhRYmNYzKYWwzClTEaMwI7gietVBUS8XwDCxKspWVYP8541Go0ASXc7pGZsCHjVdaAG1ExrktV1OBzSjJjzyL0A3DvthkVvDJiZ2iZbxfVL261qfblX6RcInAmUvb29cfv2bdmf7FVLPSv17DzlhfUCBMhM2auSHTVYpf2lDeO9sNiPrYVU8Es/xDlUtdwMYFWSghkpPjO/GwCOHz+OPn36SEBgt9sRFBQEu92OefPmyftyOp2IiooSJpfz/Pzzz0tQDSgAkNVf33//PYKDg5GZmYlx48Zh9+7d6NevH8rLy+Hv748bN25g1KhRWLx4MYYMGSLaOhoYLn5W8Ol0OqSmpmLx4sVYsmQJ/Pz8kJ6ejl69eolB0Ov1mDNnDj7//HN5aIoiIyMjsXHjRrzyyit44403MHz4cJSVlaGtrQ1z5szBmjVrXATyd+/eRU5ODnx9fREfH4/MzEzs3bsX69evR1RUlEQXfn5+uHz5srRpocZGp9MhLi4Oqamp+OMf/4jJkye7tGHw8PCQNCdwT9fwzTffYMWKFViwYAFqa2vx9NNPo7S0FOHh4cjIyJAN1dDQgJdeegnbtm1DSEgIcnJyYLFYkJOTg8GDB4vW4tVXX8Ubb7yBzMxMvPrqq9ixY4dQ+CyW0Ol0At68vb2xdetWjBkzBnfv3kVycjJ27tyJHj164MMPP8TKlSsxYcIEeHp6YtWqVZg9ezZsNhsSEhLg4eGBnJwcvP766/j888/h6ekpqaXLly9j2rRpsFqtEtV1794dU6ZMkXRidXU1Dh48iJCQEBQXFyMkJESAqKrFUDUqra2tLlGlqp9hRbSvry+io6ORm5uLq1evCvVeU1OD69evo6GhAd26dZPm3zTETFO0tLRINM8Nxc1BkS1PReCGIsNHJo0bWS0GYc8t9d5VnSIdAw9LZy9BVVNTW1srqaGioiL4+PggOjrapdcU74fRITVfNLx8Jure+HxNTU3SCsnb21s0SwwKaLB5P2TSaUBNJhPi4uKkEIfzwLQ9jTLTNyxCYHqT7AVTOWqvT3VwfTAgIEBpbm4WNoD3znmlA1MbchOQquelsuHphAkT8Pvf/94laidwV1kPGmFWl9fX10Oj0SA+Pl5YBhr4xsZGPPTQQ0hOTsakSZPQ0NAgmtf8/HxER0fj6tWr8PDwQGhoKHJycgAAgwYNwsyZMzFmzBjo9XrExcXhypUr2L59O6ZNmyZnrB8+fBhDhgzB4cOHxbEyqOG75nObTCZs3rwZU6ZMweOPP47p06dL8YG/v7/oorh32eR/3LhxGDt2rKwBu92OwYMHY/Xq1bBYLLh27RqczvYq18zMTDz33HNyTV9fX1itVtEjUowfEBCAkJAQZGVlITAwEI899hiCg4ORl5cngVFWVhbGjx+PyMhIWK1WebfUgc2YMQPJycno1asXtFot1q9fj9WrV4t/8fDwQFBQkBAJOTk5aGxsxJgxY2RdL1y4ECdPnhSpzYcffih7lu93xIgRwgDTMZOdZ/cK/iHQUlkprkGVnOBc0k6w0ICtSnx8fFBbW4sOHTqgoKBAisG4nwks1Gb1anNsghz6IuqQCSjVojc1M8BrqsE11w/11gzAGagyoGSBSW1trTCfDPKZxTAYDIiNjUVERARu3boltp4yAzUjwz3Le+WeVYMWp7P9xKHq6mqp1mZgwO8HIPpBtjljABEcHAyDwSCN7AmYadN5X9RJ8/2yBy/9E98BgaRasatmLrg/6Rt0Oh2Cg4PFBxGAAnDRfur1etTV1YlMp0OHDuLjyE6ye4pan8E0N4da0KYOHpDgPohdAAUAarVadO/eHXq9Hrdu3cKBAwdgNptx+PBh5OfnY+LEifDz88P27duRnJyMAwcO4IsvvsDSpUsBtPe52vxf/bSczvaK2E2bNiEwMBAffPABnnzySezfvx+lpaUYPHiwGFYuuNzcXHTq1Aljx46Vhd/Q0IAzZ85g3759GD9+PPbv348LFy7gueeeQ0REBK5cuQI/Pz+MHz9eNmdeXh6+/vprjBo1CmvWrMHy5cuxefNmnD9/3gWs8vQGVYt06NAh1NTUwMfHB6mpqfDy8kJZWRkCAgKwc+dOFBcXy4J1Op3YsGGD6DNiYmLw3HPPYf369QgLC8OxY8cwfvx4xMbGyuJtaWlBYWEh9u7d66KlWLVqFUwmk6S0QkNDMW3aNCQnJ+PNN9/Evn37kJKSgtDQUHGoNTU1+Oijj6SqDADmzZuH9evXw9/fHxkZGTh06BC6du2K0tJSvPnmm9i5cyeam5uxcOFCqYwaNWoU3n//fYSFhSEjIwNHjx5F165d8dhjj2HZsmUICQnBuXPnMGnSJHTp0gVnzpyR0nh1s2q1WkyZMgV//OMfERYWJs2PCXjUuVY3Dq9BJ0xnEB0dLWkfRtc2mw0mkwlmsxkGgwFFRUUoLCyUDc+KPG5QbhQ/Pz80NjaisrJSioaoWWGkzw2lpnPb2tqkuIAgm+CbxvN++g0+hwoKmRKgEeV3kGVgY3NejyCKejGCZQACkmkw1PYQBHq+vr4ICgpyYQR5XT6jux6JQCovL0+MNABJfRKU0uEwYOL1yIKSKSVrSGPHf1Mjf/6cc8XUDWUBBMB0uHSufC98zzU1NaitrZUqcY1GI1XR7hokGlEy0ElJSQJuDxw4gJUrV+KLL75Ac3MzPv/8c5w5cwaNjY3iPIqKirBr1y706tVL3j0ABAUF4fPPP8eePXuwbt06eHp64tNPP8V7772Huro6LFiwAGFhYQgKCpKUmV6vR/fu3cXRWa1WDBw4EGvXrpV79PJqb3J87do1REVFuRzv5+3tjYyMDBw5cgTV1dUA7p1U5OPjA7PZLKlwgobQ0FD07t1bdLXPPPMMAIhGsU+fPvD09ERDQwNOnTqF4cOHw2g0IigoCOPHj8fhw4dhsVgkCHjzzTfR2treFqu4uBizZs3Cnj17cOHCBQwcOBA6nQ4VFRW4efMmevXqhY4dO6KhoQGzZ8+WDgeUfzQ3N2PGjBnIyMiQLMx3332HsLAwZGZm4tFHH0VOTo6kxGw2G5YvX46rV68iMzMTFRUVGDduHNasWSNggbq3lpb24xi5TshiBQYGShEQqzRZvcr1RaKCQRj/nYEKGSCySLSvv/jFL1BZWSndATQaDYqLi5GVlQW73Y7ExESEhYVJ0MeqYDYcpx3iv5PNMRgMMBqNLvaI75daX+oOqa3mfucepk0DINpOoF3Ty64IZAi5b/nZ27dvy/612+3Iz88X5ktlXbnHVDBI1t7Pz0/6JFJHSP1beHg4goODRR4BQIIvtdciQVFpaan4ZoJv7gUAEvDT/vK/1CRrNO2nIvF+mSlj0Me9SDDJPcZULYMPNSPHoIUFGFqtFtXV1UJCeHl5SWP16upqCToJMsn2l5eXu7zjf+bQOP/rrT788MMwGo1wOByoqqqSCKGmpgaBgYHw9/eXRUwnZbFYBJWrnbNJXavVeqR+1QaadF40zGoqj+iblULuVDlROrUuzPEDcBHe63Q6BAUFCcPDBUHn6XQ6MXjwYJw4ccIFnDD9wuiJ1CpF7qS2uQiZcqCIlmkDMjJcANxU6vl+qtMiq9fc3Iyqqio0NTXB39/fRTxPnYPdbnd5LqPRiOzsbLS1tSEsLExSndy8paWlEtEwVd7S0oKuXbuiurpaWoNwbsvLyyWi4v23traKA7t79y6ioqKg1Wpx/PhxpKSk4Mknn8SIESNgs9lkTsxmswstT6qbG5FritqQO3fuoGvXrujZsye8vLxQWloqLWOMRiMsFgusVisyMzNhMBikMSsjJ6ZkybiqmjcaMP75qcF7J11fX1/vkhahg+YJFdQVqmwB2TBWWjLtRKPOYICGgdE7K/ioHSGApBaOzk0FVTqdTlLbfFamGVRZBvcmWw3QGXDeaMDIXHh5eaGxsVEaGjOtROBJUMp+gWSE2MxbNaAq+FJ7zBFQq02nmeIn28w1QsdcXFwsRphzoDIfVqsVkZGRsreBeyzg8ePHodFosGfPHsTGxuJXv/oVfHyP4IMoAAAOK0lEQVR8MHToUPz2t79FY2MjPvvsM/Tt2xebNm2S6rzKykrs3LlT5p3zN2nSJAmEnn76aTidTpw8eRJ//vOfYTAY8Nlnn/239TV8+HAkJSXhL3/5C6xWK0wmE1JTU7F+/XrR+5LxGzJkCFpbW3HixAlUVVXhwIEDAs42bdqEv/71rzh69Ciam5uxfv16PPvsszCbzWhsbMSLL76Iixcv4vjx41LUQHualJQEvV6PrKwsqTD18vJCZWUlUlJS8Pjjj0th3fvvv49169bJiU12ux2lpaVIS0sTVqisrAyzZs1CUlKSS4B/6NAhPPzww4iLi5MWLUuXLkVoaKjIBr7//nvs3btX9Ns2mw2zZs1C3759cf78eezatUsyBM8884xUbX/55ZdyitCcOXNQW1sr97tgwQKxEY2NjUhKSsLo0aOxcOFC2O127N27F9OmTUPv3r1FPkAwwGxRcXGxtGMKCAiQ9jNkt/jH6WzvixsZGSmFBnV1ddIiiAVyNTU1yM/Ph5+fH4KCgkQKwWCXdoWV8Ux9cz8z8GexI+0RZRXqdVj0Q3vIo/WYcuXeUG2PqqllwQL9H/27mhZVgRPlFG1tbZItYOaAfop+TO1GoOrl+JyqTpBFEarsh0CKchjaef47GUD6dc4HC2yYcWNamvOiyqtoz9XjblWcw+dW55GBNtPbtHUeHh7SjqqtrU2kMizmI0imXbTZbMjNzZVn/mcNnmEsAHDw4MGSoqusrJSFz4fi4qQzZORE52QwGFz6dJHSZYT/Q4PAjsCHC5J0LdEzDTtpbGrOqEVSRZqMZJqamuDn5+fCRJFV4PUqKiowZcoUKfhobm6WI6q0Wq2kpshQcNExpdHW1ibtWVQKniXtnL8f2mC8lurUWIXJ65Ph47MThLJakECAjphgShUjqwUB1A2cPn0aubm56N69uzSMJbgha0anqabM1P+GhYUBaKeV8/LyhOLv06ePtDUhACEdTgDICJvsGOeOBSTdu3dHp06dpKdSSUkJfHx8kJCQAJ1Oh2vXrqGsrMxl3vnsTNkxaGF3fAYFDDD4GW5ktcKN7B2bPbNSj8wCIzSj0Sh6mZaWFty5cwdtbe2NYVkhy+7yfP9cP3SivB5wT5/HZ1IBHtcx1w2fhwZUr9fDZrNJ4MNomWtABUoEFmSVuYaYvlGDIKYT1dRXfX29RLSscOOza7VamM1mYVipyVNZBDoUMrXUPdH4kvlT9UJk6+lUeN88+9nf398lKGIKnppBNQW8b98+AMCwYcPEaeTl5UGr1SI8PBxabfsJNyEhIVKw4enpKf3t6BiZEeCxj06nE8XFxVI5y/fNXl1kSOx2u7TxKC0tFQdIkbinp6cEFHp9e8++ffv2Ydy4cQgLC8OdO3ckeKSkgEy5w+EQe8r173TeO5KNz0GGgykod0DT0NDgYq9pWwMDA+Hh4SH2qK6uDsXFxfDw8EBsbKy0UWFalE3v1TN9CUTorCkbyc/Ph9VqFdF+RESEsL5XrlyRVllk8GJiYlBUVISqqir4+fmhe/fuEmTx+FB/f38BFGTXfHx8EB8fj6qqKjmYgGdUc69zzat6LJVJY3GYqjltbm5GREQEBgwYIERBRUWFnEYVHx+PhoYGlJSUoKKiAlVVVXJ/JBxowxjcqO+EUg3ufbYIoVzDz89P1jvXBVkr2gwG+e6SCPcgjcCOdgiA7HO1V6v6e7QPfHYGk+5aRhVE0j4REAGQbA0DXurueV98N+4VvMQCBJNcX7xP2m81Nc+Mjdrehz6E96/qAvkz4h/VVxIgcn0ym+F0OiWA4EEDZErdSRA+v81mQ2pqqsztP2uMHDnSFQCOGDFCIgfeHDVK6sLn4ufDEvi0tbWhZ8+eKCkpESEsQQqBECeGjld1MnxgClPVXl7q4Lm9ZFJYpk7qni+AVDGNNiNp98HnCQ4OlpdFR34/ypXGgdVibW1tIiomFUyQoGocAEh6js/nPph2UwW5HHq9HlVVVWhpaRED6u3tjdraWnGGNAo08KzqZHSj6t+SkpJQVlaGU6dOyQZgKpRGhiJq1egRxHJDRUdHuzzDvn37UFZWhoEDB8JkMknUDEA2gmrMyGTRAXFj8mcmk0l0K9xo3AgsDqFWycPDQ/QnXLeUGdAgqMUx1H6qv8vv0ev1kj4hsKJGRmUBGeXRiKkVYWqaDmh3njTufH41smU6h4aGa4h7434MHY2lKp5WT/qgIebP2bOLDAL35f0YNDVgoVPg3uP8uw91T7Oyr7q6WsBMfX09vL29UVNT47Le+V3uek3qZCjboLaYa5PBE9lHBi8EZQCkgpcBLtBut9LT0+F0OvHLX/5S0kEOhwMffPABJk+eDA8PD+zYsQNPP/00OnbsKO+BbALZHToz7muCKofD4RLA0jHRdnK+1EEpAj9LRoLf0bt3b1itVlRVVbnYEs4hn1dNU/Fdcs+qgQqPcqOGlO+Zz+q+rt0DWGr3qAvjOySzQ4abz0qtL9cw9y8BBwMTtSiA+jF1jQQGBqKurg75+fkuBAGL9XiP7FGpBuhM4165cgXr1q3Dn/70JyQlJeHkyZPIycmBwWDA6NGj0draKulzMu2cB/6MGj01/cegJzw8HBaLBQ6HAwUFBSKLYQuqyspKXL9+XQI+FhnRZzGoY4DG56cfVoEOAQdTyNxHLJqiLeK98vNMxbKjAzs40IZxD6vf6Y4HKB3hvuc8qLIP+kFmIDh3wD3ZDX0B/RdBMa/HeVA1dLSrqi5elRVxcI2o7CKzJdyD9Mnq/6sZFjXQVr+T36sGCgSpavqe4J7vjPiI12f2hL6M/8b54XOogJv25H4Yjb6emIrPr9frcfTo0fZ3RQDILvEUpfKmVdaCX+oufuQGZ0UtNWHqAdmq4VMBBBG3Sv1yI9wPJKm/bzQapWcRHQ5pXX6v6tDdU37uhofGUa0i5IKlYJSsjl7ffvxQXV2dbFr+rtlsRkVFhTgmVhmp1+Pi4D1wuN/vnTt3RKTLiIUMpslkEvZEFYYyrce0MhlZOs7m5mYEBQXB398fRUVFLhXNKlhUU49c1KpDsdvtUgHKApu8vDwUFRXJe3QHQO6MFx0BGWc1Papq+fju3BkUp9MpwIppJLKmjPRUls99gxA8q4aB82gymQR0AhDDypSKO7P6U4PPoQIBOmk+E/cV94laOa1G53wP6h5UGWWVUfyx1IFqJN3ZUNWQ8TsJtunc3Yf7/jObzXA6naLPbGlpkSOKVAaTxpDfwbkhu0dGm0GUChqZqqahJHOrpqrUQQD72WefQaPRSGN3Av7GxkY88cQTaGxsxPbt2xEZGemy5tX1y/dCNoXOjc9GWwZAglJ1vVO3x/fEZ2cmhU6I/1ZRUSEMJX9GB8/iD65PlfnmHNMZaLXtInjgXmrKbre7OCjuz8DAQPm5Clj57Cp7TuDF7yK7aLfbcfv2bXh6ekoKzGg04vbt2z/K4N9vD3l6ekpj7sLCQhQXF0uxgupH1MCFg0EyM13V1dUYPny4tFS5ceOGdI/Q6dq1brRLDNK471RmiGCVv6cCLTWoowyovr5e2FW9Xo+goCCX5vYEvmSYAQibRlBAEoWZOM4b12qHDh0kA0KGlf1Fq6qqJCvD4FYtXqHsSW3KrkpOaBvpO3gwgCoR43VVgM53QdtNX3M/9lFdX+52ke+W9/VDGR4CLf6ddlIFllxXvI7K9pGU4LV5P8ymqIEq741MP+VH1DXyeVXMxD3rcDjkSEK2g+O9ugeO/Jnqz35o8Dl4PfrkI0eOtP87ASBpcxVt/tRQX6Y7UOC/388A/18ef+/9EmS6a8wILFix9I8MVSv1Yy/5x8b/ZO5Vp6/Oyw8BivsBh//t8b+1tu6X7v5HP++ePnffF+p+UT//c75TfSf3+/2fAn/8484WuX/uH5ln93Vzv0F7Q5Dwz36fP/b9Fy5cEADIYi4CWwZ7Ol37sXGcE2YxfHx8hIViw1wCCwIqOi4VAP4Y4AYgKb22tjZh0VRj7x5QMV1F+6sy3sxiqK1T/Pz85Ggt9nOk/IZOkXaL7ShUB36/oFxlShhMq3ufEgH2X6O8hh0MyPDx85xDgileg/9V16n7H4JX9btVO+q+H9lv0WKxyPmz5eXlsNlsIq9R2Xz2LVUdrwo4gHsFFf7+/gICGFgTmBPIcT7ZloZMMlP4ar9AZtK4T9SqYT4bmXFWCDOAZBaFUha19yWDcqaweQ31vHIC19bWVin2IHhTMwYs8CAzT9DJNcVACXA9EhK4J78BIHPFvVNfXy9zTFaZuv8fCu45J9y7DApVBpsyEjKlnA8+N4kqMuZqRoXPQjBKv895ZSCoZtXcSR8CQHWNMBBjQMB94Z6udw+U70fQqdkkFQDu2bOnfX4IAC0Wy31Tnj/mQNSNyId1dyY/Byyo//2/MP5eZ/9j45/1XO7X+al7dAcTP+f3/qffrwIa0vj/0/F/aV2o4x8FiO4OSR0qaFaZg5+7B3kN95/90ByqP3d3jOp9/Bwg90PX/zmfIzPASkEKpH8Oc/lznvGH/q2wsBAAMGDAAHEq7lkCalVVx+V+7fuBE86b+/v7KcaVxlw17mSS7nc9fheA/wa6CF74ufsFkyrT7h5kqu/+hwIa97lV9Vkqu0In587m/6O29of2nzsQcGcA3Ycq4VAJjJ+7/9TvVufg5z7bj+0NdU/zuf6eoFpl1Lmu+B7uJ6/6qfvgZwnS7rcOVC2gyuq6j3+Wf/qp+VPf4c99n+p1f8q+qPv9p+6d96CSZPw5wSYAsTVqhkG9h7/3vZER5/vQ6/U4duxY+7WcPzaDD8aD8WA8GA/Gg/FgPBgPxv93438/R/dgPBgPxoPxYDwYD8aD8WD8nxr/D6BUH8FatR8+AAAAAElFTkSuQmCC\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1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a specific color in an image","description":"The ability to change colors can be a useful tool in image processing. Given an m x n x 3 array (much like CData in images), find all instances of a specific color (c1) and change those pixels to another color (c2). Both colors are inputs to the function. The output is the modified 3D array. If there are no instances of the color to be changed, the output will be the same as the input 3D array.\r\n\r\nAssume the class of all colors is double. So, for example, black is [0 0 0] and white is [1 1 1].","description_html":"\u003cp\u003eThe ability to change colors can be a useful tool in image processing. Given an m x n x 3 array (much like CData in images), find all instances of a specific color (c1) and change those pixels to another color (c2). Both colors are inputs to the function. The output is the modified 3D array. If there are no instances of the color to be changed, the output will be the same as the input 3D array.\u003c/p\u003e\u003cp\u003eAssume the class of all colors is double. So, for example, black is [0 0 0] and white is [1 1 1].\u003c/p\u003e","function_template":"function cdata_new = changeColor(cdata,c1,c2)\r\n  cdata_new = [];\r\nend","test_suite":"%%\r\nr = ones(100);\r\ng = zeros(100);\r\nb = zeros(100);\r\ncdata = cat(3,r,g,b);\r\nc1 = [1 0 0];\r\nc2 = [0 0 1];\r\ncdata_new = cat(3,b,g,r);\r\nassert(isequal(changeColor(cdata,c1,c2),cdata_new))\r\n\r\n%%\r\ncdata = rand([400,600,3])*0.9;\r\nc1 = [0 0.5 1];\r\nc2 = [1 1 1];\r\nassert(isequal(changeColor(cdata,c1,c2),cdata))\r\n\r\n%%\r\nind = randi(100,[50 1]);\r\nc1 = rand([1 3]); c1(3) = 0.95;\r\nc2 = [1 1 1];\r\ncdata = rand([100,1,3])*0.8;\r\ncdata_new = cdata;\r\nfor i=1:50\r\n    for j=1:3\r\n        cdata(ind(i),1,j) = c1(j);\r\n        cdata_new(ind(i),1,j) = c2(j);\r\n    end\r\nend\r\nassert(isequal(changeColor(cdata,c1,c2),cdata_new))","published":true,"deleted":false,"likes_count":3,"comments_count":0,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":75,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-09T04:56:55.000Z","updated_at":"2026-03-31T14:50:08.000Z","published_at":"2012-07-09T05:00:53.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ability to change colors can be a useful tool in image processing. Given an m x n x 3 array (much like CData in images), find all instances of a specific color (c1) and change those pixels to another color (c2). Both colors are inputs to the function. The output is the modified 3D array. If there are no instances of the color to be changed, the output will be the same as the input 3D array.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAssume the class of all colors is double. So, for example, black is [0 0 0] and white is [1 1 1].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":850,"title":"Spectral Distance - Speed Scoring","description":"Find quantity of pixels within a spectral distance from a given [r,g,b] spectra.\r\n\r\n*Spectral distance* = sqrt( (r0-ri)^2+(g0-gi)^2+(b0-bi)^2) where [r0,g0,b0] is the target spectra (0:255) and [ri,gi,bi] are from an image pixel.\r\n\r\nTwo warm-up timing prep runs will be executed against a 512x512 sub-section.\r\n\r\nTiming run will be against a 2036x3060 image : concordaerial.png\r\n\r\nA second test will select a random point in a small window to confirm accuracy.\r\nUnfortunately bwdist does not appear to work in Cody.\r\n\r\n\r\n*Ranking* will be based upon speed. Accuracy is still required.\r\n\r\n*Input:* [image array, spectra, threshold distance] \r\n\r\nimage array [ x, y, 3 ]  % Higher order images is a future activity\r\n\r\nspectra [ r g b]\r\n\r\n*Output:* [ N ]  number of pixels within(\u003c=) threshold distance\r\n\r\nPixel count tolerance of 1% is allowed\r\n\r\n\r\nThe right to update the test points/thresholds is reserved in case of shenanigans.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 393px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 196.5px; transform-origin: 407px 196.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 238px 8px; transform-origin: 238px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eFind quantity of pixels within a spectral distance from a given [r,g,b] spectra.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 61px 8px; transform-origin: 61px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eSpectral distance\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 311.5px 8px; transform-origin: 311.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e = sqrt( (r0-ri)^2+(g0-gi)^2+(b0-bi)^2) where [r0,g0,b0] is the target spectra (0:255) and [ri,gi,bi] are from an image pixel.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 246.5px 8px; transform-origin: 246.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eTwo warm-up timing prep runs will be executed against a 512x512 sub-section.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 206px 8px; transform-origin: 206px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eTiming run will be against a 2036x3060 image : concordaerial.png\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374.5px 8px; transform-origin: 374.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eA second test will select a random point in a small window to confirm accuracy. Unfortunately bwdist does not appear to work in Cody.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 28.5px 8px; transform-origin: 28.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eRanking\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 164.5px 8px; transform-origin: 164.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e will be based upon speed. Accuracy is still required.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 20px 8px; transform-origin: 20px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eInput:\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 132.5px 8px; transform-origin: 132.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e [image array, spectra, threshold distance]\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 196.5px 8px; transform-origin: 196.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eimage array [ x, y, 3 ] % Higher order images is a future activity\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 46px 8px; transform-origin: 46px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003espectra [ r g b]\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 26px 8px; transform-origin: 26px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eOutput:\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 160.5px 8px; transform-origin: 160.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e [ N ] number of pixels within(\u0026lt;=) threshold distance\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 118px 8px; transform-origin: 118px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePixel count tolerance of 1% is allowed\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256px 8px; transform-origin: 256px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe right to update the test points/thresholds is reserved in case of shenanigans.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function N = spectral_dist(A,S,d)\r\n% A is array [x,y,3]\r\n% S is the Spectra zero [r g b]\r\n% d is the spectral distance limt - double\r\n  N=0;\r\nend","test_suite":"%%\r\nfeval(@assignin,'caller','score',2000);\r\n%%\r\nglobal As dt\r\n %A=imread('concordaerial.png');\r\n A=imread(fullfile(matlabroot,'toolbox','images','imdata','concordaerial.png'));\r\n size(A); % 2036 x 3060\r\n As=A(1:512,1:512,:);\r\n\r\nS=squeeze(A(1182,1672,:))'; % Golf Course\r\nd=sqrt(3);\r\nN_expect=730;\r\n\r\n% Small warm-up calls 512x512\r\n N = spectral_dist(As,S,d);\r\n N = spectral_dist(As,S,d);\r\n% A big warm-up call\r\n N = spectral_dist(A,S,d);\r\nt0=clock;\r\n N = spectral_dist(A,S,d);\r\ndt=etime(clock,t0)*1000; % ms\r\nfprintf('N= %i  Time to process %.0f msec\\n',N,dt);\r\nPass=0.99*N_expect\u003cN \u0026\u0026 N\u003c1.01*N_expect;\r\nassert(Pass==1,sprintf('N_exp=730  N= %.0f\\n',N))\r\n\r\n%%\r\nglobal As dt\r\ntemp=dt; % anti-cheat\r\n\r\n%randomize random\r\nseed=clock;\r\nseed=1000*seed(6);\r\nrng(seed);\r\n% Select random point in As sub-window for anti-cheat purposes\r\nx=randi(512,1,1);\r\ny=randi(512,1,1);\r\n\r\nS=squeeze(As(x,y,:))'; % \r\nd=sqrt(17);\r\n\r\n N = spectral_dist(As,S,d);\r\n\r\ndt=temp;\r\n\r\n S=double(S);\r\n As=double(As);\r\n N_expect=0;\r\n for i=1:512\r\n  for j=1:512\r\n    dr2=(S(1)-As(i,j,1))^2;\r\n    dg2=(S(2)-As(i,j,2))^2;\r\n    db2=(S(3)-As(i,j,3))^2;\r\n   if sqrt(dr2+dg2+db2)\u003c=d\r\n    N_expect=N_expect+1;\r\n   end\r\n  end\r\n end\r\n\r\nfprintf('x=%i  y=%i  N= %i  N_expect=%i\\n',x,y,N,N_expect);\r\n\r\nPass=0.99*N_expect\u003cN \u0026\u0026 N\u003c1.01*N_expect;\r\n\r\ndt=temp; % anti-cheat\r\n\r\nassert(Pass==1,sprintf('x= %i y=%i N_exp=%.0f  N= %.0f\\n',x,y,N_expect,N))\r\n%%\r\nglobal dt\r\n%Write file based on time in test 1\r\nnet_time=dt;\r\n% net_time in ms\r\n% Create graph data\r\nnet_time=min(2000,net_time); % Limit graph y-axis\r\nfeval(@assignin,'caller','score',floor(net_time));\r\n\r\n%fh=fopen('spectral_dist.m','wt');\r\n%fprintf(fh,'%s\\n',repmat('1;',[1,round(net_time/2)]));\r\n%fclose(fh);\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":10,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":10,"test_suite_updated_at":"2020-10-26T16:33:16.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-20T03:11:11.000Z","updated_at":"2020-10-26T16:33:16.000Z","published_at":"2012-07-23T00:43:36.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFind quantity of pixels within a spectral distance from a given [r,g,b] spectra.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eSpectral distance\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e = sqrt( (r0-ri)^2+(g0-gi)^2+(b0-bi)^2) where [r0,g0,b0] is the target spectra (0:255) and [ri,gi,bi] are from an image pixel.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTwo warm-up timing prep runs will be executed against a 512x512 sub-section.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTiming run will be against a 2036x3060 image : concordaerial.png\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA second test will select a random point in a small window to confirm accuracy. Unfortunately bwdist does not appear to work in Cody.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eRanking\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e will be based upon speed. Accuracy is still required.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eInput:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e [image array, spectra, threshold distance]\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eimage array [ x, y, 3 ] % Higher order images is a future activity\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003espectra [ r g b]\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eOutput:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e [ N ] number of pixels within(\u0026lt;=) threshold distance\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePixel count tolerance of 1% is allowed\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe right to update the test points/thresholds is reserved in case of shenanigans.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":839,"title":"Compute the dilation of a binary image","description":"A basic operation in image analysis is the dilation. Given an image where each pixel is either on or off (black/white, true/false), and a neighbourhood, the result of the operation at one pixel is 'on' (white/true) if any of the pixels covered by the neighbourhood, when centred on that pixel, is 'on'.\r\n\r\nTake for example a 3x3 neighbourhood. When centring it on any one pixel, it covers that pixel plus its 8 direct neighbours. If any of those 9 pixels is 'on' in the input, that pixel will be 'on' in the output. Looking at it in another way, any 'on' pixel in the input will cause all its 8 direct neighbours to be 'on' in the output.\r\n\r\nYour task is to write an algorithm that takes a matrix with 1s and 0s, and computes the dilation. Do not use any toolbox functions, the test suite checks against them (don't use variable names containing things like 'dilate' or 'conv' or 'filt'!).","description_html":"\u003cp\u003eA basic operation in image analysis is the dilation. Given an image where each pixel is either on or off (black/white, true/false), and a neighbourhood, the result of the operation at one pixel is 'on' (white/true) if any of the pixels covered by the neighbourhood, when centred on that pixel, is 'on'.\u003c/p\u003e\u003cp\u003eTake for example a 3x3 neighbourhood. When centring it on any one pixel, it covers that pixel plus its 8 direct neighbours. If any of those 9 pixels is 'on' in the input, that pixel will be 'on' in the output. Looking at it in another way, any 'on' pixel in the input will cause all its 8 direct neighbours to be 'on' in the output.\u003c/p\u003e\u003cp\u003eYour task is to write an algorithm that takes a matrix with 1s and 0s, and computes the dilation. Do not use any toolbox functions, the test suite checks against them (don't use variable names containing things like 'dilate' or 'conv' or 'filt'!).\u003c/p\u003e","function_template":"function out = mymorphop(in)\r\nout = in;\r\nend","test_suite":"%%\r\nf = fopen('mymorphop.m','rt');\r\ncode = lower(fread(f,Inf,'*char'))';\r\nfclose(f);\r\nassert(isempty(strfind(code,'dilat')))\r\nassert(isempty(strfind(code,'erode')))\r\nassert(isempty(strfind(code,'bwmorph')))\r\nassert(isempty(strfind(code,'filt')))\r\nassert(isempty(strfind(code,'conv')))\r\n\r\n%%\r\nin = zeros(3,3);\r\nout = in;\r\nassert(isequal(mymorphop(in),out));\r\n\r\n%%\r\nin = zeros(10,5);\r\nin(4,3) = 1;\r\nout = in;\r\nout(3:5,2:4) = 1;\r\nassert(isequal(mymorphop(in),out));\r\n\r\n%%\r\nin =  [0,0,1,0,0,1,0\r\n       0,1,0,0,0,1,1\r\n       1,1,0,0,0,0,0\r\n       1,0,0,0,0,0,1\r\n       1,0,0,0,0,1,1];\r\nout = [1,1,1,1,1,1,1\r\n       1,1,1,1,1,1,1\r\n       1,1,1,0,1,1,1\r\n       1,1,1,0,1,1,1\r\n       1,1,0,0,1,1,1];\r\nassert(isequal(mymorphop(in),out));\r\n\r\n%%\r\nin =  [0,0,1,0,0,0,0,0,1\r\n       0,1,0,0,0,0,0,0,1\r\n       1,1,0,0,0,0,0,0,1\r\n       1,0,0,0,0,0,0,0,1\r\n       1,0,0,0,0,0,0,0,1];\r\nout = [1,1,1,1,0,0,0,1,1\r\n       1,1,1,1,0,0,0,1,1\r\n       1,1,1,0,0,0,0,1,1\r\n       1,1,1,0,0,0,0,1,1\r\n       1,1,0,0,0,0,0,1,1];\r\nassert(isequal(mymorphop(in),out));\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":1,"created_by":1411,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":53,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-17T20:49:47.000Z","updated_at":"2026-03-31T15:00:48.000Z","published_at":"2012-07-17T21:03:26.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA basic operation in image analysis is the dilation. Given an image where each pixel is either on or off (black/white, true/false), and a neighbourhood, the result of the operation at one pixel is 'on' (white/true) if any of the pixels covered by the neighbourhood, when centred on that pixel, is 'on'.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTake for example a 3x3 neighbourhood. When centring it on any one pixel, it covers that pixel plus its 8 direct neighbours. If any of those 9 pixels is 'on' in the input, that pixel will be 'on' in the output. Looking at it in another way, any 'on' pixel in the input will cause all its 8 direct neighbours to be 'on' in the output.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYour task is to write an algorithm that takes a matrix with 1s and 0s, and computes the dilation. Do not use any toolbox functions, the test suite checks against them (don't use variable names containing things like 'dilate' or 'conv' or 'filt'!).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58822,"title":"Make a \"better\" checkerboard matrix","description":"This problem seeks to expand the task in Cody Problem 4 by allowing for the creation of checkerboard matrices that can be rectangular and have squares of 0s and 1s that are larger than a single element, 1x1 (i.e. 2x2, 3x3, etc).\r\nThe result is a rectangular checkerboard where the scale of the squares relative to the board can be manipulated.\r\nFor this problem, the given values are height (h), width (w), and size of squares (n), and the first square should be 1s.\r\nExample:\r\nh = 6\r\nw = 4\r\nn = 2\r\nsolution = \r\n            1     1     0     0\r\n            1     1     0     0\r\n            0     0     1     1\r\n            0     0     1     1\r\n            1     1     0     0\r\n            1     1     0     0\r\nNote, it is possible for there to be conflicts between the dimensions of the checkerboard and the size of the squares. For example, the size of the squares must be smaller than both the height and width dimensions (n\u003cheight \u0026\u0026 n\u003cwidth). There are other possibilities for dimensional conflicts as well. For the sake of this problem, the test suite values/dimensions will be agreeable; in the future, there will be another problem for handling the challenge of disagreeable dimensions.\r\n\r\n*** This exercise has applications for image manipulation as the resulting checkerboard matrix can be used for image operations like masking and filtering. The height and width values translate to the pixel height and width of an image and square size (n) can be interpreted as a block or grain size. Another reintepretation of this problem in comparison to the simpler checkerboard matrix problem is that the solution to this problem produces checkerboard matrices of variable resolution.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.44px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none solid rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 584.375px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407.5px 292.188px; transform-origin: 407.5px 292.188px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 21px; text-align: left; transform-origin: 384.5px 21px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eThis problem seeks to expand the task in \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/4-make-a-checkerboard-matrix\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eCody Problem 4\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e by allowing for the creation of checkerboard matrices that can be rectangular and have squares of 0s and 1s that are larger than a single element, 1x1 (i.e. 2x2, 3x3, etc).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eThe result is a rectangular checkerboard where the scale of the squares relative to the board can be manipulated.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eFor this problem, the given values are height (h), width (w), and size of squares (n), and the first square should be 1s.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eExample:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 204.375px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404.5px 102.188px; transform-origin: 404.5px 102.188px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eh = 6\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003ew = 4\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003en = 2\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003esolution = \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            0     0     1     1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            0     0     1     1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384.5px 42px; text-align: left; transform-origin: 384.5px 42px; white-space-collapse: preserve; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eNote, it is possible for there to be conflicts between the dimensions of the checkerboard and the size of the squares. For example, the size of the squares must be smaller than both the height and width dimensions (n\u0026lt;height \u0026amp;\u0026amp; n\u0026lt;width). There are other possibilities for dimensional conflicts as well. For the sake of this problem, the test suite values/dimensions will be agreeable; in the future, there will be another problem for handling the challenge of disagreeable dimensions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 105px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 52.5px; text-align: left; transform-origin: 384.5px 52.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e*** This exercise has applications for image manipulation as the resulting checkerboard matrix can be used for image operations like masking and filtering. The height and width values translate to the pixel height and width of an image and square size (n) can be interpreted as a block or grain size. Another reintepretation of this problem in comparison to the simpler checkerboard matrix problem is that the solution to this problem produces checkerboard matrices of variable resolution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function output = checkermatrix(h,w,n)\r\noutput = zeros(h,w);\r\n\r\nend\r\n\r\n        ","test_suite":"%%\r\nfiletext = fileread('checkermatrix.m');\r\nassert(isempty(strfind(filetext, 'checkerboard')),'checkerboard() forbidden')\r\nassert(isempty(strfind(filetext, 'regexp')),'regexp() forbidden')\r\nassert(isempty(strfind(filetext, 'regexprep')),'regexprep() forbidden')\r\n\r\n%%\r\nh = 3;\r\nw = 3;\r\nn = 1;\r\nsolution = [1 0 1; 0 1 0; 1 0 1];\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 10;\r\nw = 10;\r\nn = 2;\r\nsolution = [1     1     0     0     1     1     0     0     1     1;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            1     1     0     0     1     1     0     0     1     1];\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 10;\r\nw = 10;\r\nn = 10;\r\nsolution = ones(n);\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 6;\r\nw = 4;\r\nn = 2;\r\nsolution = [1     1     0     0;\r\n            1     1     0     0;\r\n            0     0     1     1;\r\n            0     0     1     1;\r\n            1     1     0     0;\r\n            1     1     0     0];\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 6;\r\nw = 3;\r\nn = 3;\r\nsolution = [1     1     1;\r\n            1     1     1;\r\n            1     1     1;\r\n            0     0     0;\r\n            0     0     0;\r\n            0     0     0];\r\nassert(isequal(checkermatrix(h,w,n),solution))","published":true,"deleted":false,"likes_count":0,"comments_count":2,"created_by":3499438,"edited_by":3499438,"edited_at":"2023-11-05T07:19:37.000Z","deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":"2023-08-10T18:28:02.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2023-08-07T19:53:06.000Z","updated_at":"2023-11-05T07:19:37.000Z","published_at":"2023-08-07T19:57:02.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis problem seeks to expand the task in \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/4-make-a-checkerboard-matrix\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eCody Problem 4\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e by allowing for the creation of checkerboard matrices that can be rectangular and have squares of 0s and 1s that are larger than a single element, 1x1 (i.e. 2x2, 3x3, etc).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe result is a rectangular checkerboard where the scale of the squares relative to the board can be manipulated.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor this problem, the given values are height (h), width (w), and size of squares (n), and the first square should be 1s.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eExample:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[h = 6\\nw = 4\\nn = 2\\nsolution = \\n            1     1     0     0\\n            1     1     0     0\\n            0     0     1     1\\n            0     0     1     1\\n            1     1     0     0\\n            1     1     0     0]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eNote, it is possible for there to be conflicts between the dimensions of the checkerboard and the size of the squares. For example, the size of the squares must be smaller than both the height and width dimensions (n\u0026lt;height \u0026amp;\u0026amp; n\u0026lt;width). There are other possibilities for dimensional conflicts as well. For the sake of this problem, the test suite values/dimensions will be agreeable; in the future, there will be another problem for handling the challenge of disagreeable dimensions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e*** This exercise has applications for image manipulation as the resulting checkerboard matrix can be used for image operations like masking and filtering. The height and width values translate to the pixel height and width of an image and square size (n) can be interpreted as a block or grain size. Another reintepretation of this problem in comparison to the simpler checkerboard matrix problem is that the solution to this problem produces checkerboard matrices of variable resolution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":61049,"title":"Create 24-bit image containing all possible colors","description":"A 24-bit image is an image where each pixel is represented by three values, which are the red, green, and blue color components, and where each color component value is represented by an 8-bit unsigned integer in the range [0,255]. In MATLAB, these images are represented by uint8 arrays of size M x N x 3. For example, if A is 100 x 200 x 3, then A(50,70,:) returns the three color component values of the pixel at row 50, column 70.\r\nYour output will be a uint8 array of size M x N x 3 that contains every possible 24-bit color exactly once. M and N are your choice.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.44px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none; white-space: normal; \"\u003e\u003cdiv style=\"block-size: 136.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 408px 68.25px; transform-origin: 408px 68.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 85px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 385px 42.5px; text-align: left; transform-origin: 385px 42.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eA \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-style: italic; \"\u003e24-bit image\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is an image where each pixel is represented by three values, which are the red, green, and blue color components, and where each color component value is represented by an 8-bit unsigned integer in the range [0,255]. In MATLAB, these images are represented by \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003euint8\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e arrays of size M x N x 3. For example, if \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003eA\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is 100 x 200 x 3, then \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003eA(50,70,:)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e returns the three color component values of the pixel at row 50, column 70.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 385px 21.25px; text-align: left; transform-origin: 385px 21.25px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eYour output will be a \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003euint8\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e array of size M x N x 3 that contains every possible 24-bit color exactly once. M and N are your choice.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function out = all24BitColors\r\n    out = 17;\r\nend","test_suite":"%%\r\nA = all24BitColors;\r\nassert(isa(A,\"uint8\"))\r\nassert(ndims(A) == 3)\r\nassert(size(unique(reshape(A,[],3),\"rows\"),1) == 2^24)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":4303371,"edited_by":4303371,"edited_at":"2025-10-24T12:14:35.000Z","deleted_by":null,"deleted_at":null,"solvers_count":6,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2025-10-24T12:12:01.000Z","updated_at":"2026-03-01T13:07:14.000Z","published_at":"2025-10-24T12:12:34.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e24-bit image\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e is an image where each pixel is represented by three values, which are the red, green, and blue color components, and where each color component value is represented by an 8-bit unsigned integer in the range [0,255]. In MATLAB, these images are represented by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003euint8\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e arrays of size M x N x 3. For example, if \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eA\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e is 100 x 200 x 3, then \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eA(50,70,:)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e returns the three color component values of the pixel at row 50, column 70.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYour output will be a \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003euint8\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e array of size M x N x 3 that contains every possible 24-bit color exactly once. M and N are your choice.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":820,"title":"Eliminate unnecessary polygon vertices","description":"Suppose you have an n-point polygon represented as an n-by-2 matrix of polygon vertices, P. Assume that the polygon is closed; that is, assume that P(end,:) is the same as P(1,:).\r\n\r\nRemove as many vertices as possible from P to make a second polygon, P2, that has exactly the same shape as P. P2 must also be closed. Your vertices in P2 should be in the same direction as P. That is, if the vertices in P are in clockwise order, then the vertices in P2 should also be in clockwise order.\r\n\r\nIf the first vertex in P is retained in the solution, it should be the first vertex in P2. If the first vertex in P needs to remove, then the first vertex in P2 should be the next retained vertex in P.\r\n\r\nYou can test your solution graphically as follows:\r\n\r\n  plot(P(:,1), P(:,2), 'r', 'LineWidth', 5);\r\n  hold on\r\n  plot(P2(:,1), P2(:,2), 'b');\r\n  hold off\r\n\r\nThe two plotted shapes should overlap exactly.\r\n\r\n*EXAMPLE*\r\n\r\n  P = [1 1\r\n       2 1\r\n       3 1\r\n       4 1\r\n       4 2\r\n       4 3\r\n       3 3\r\n       2 3\r\n       1 3\r\n       1 2\r\n       1 1];\r\n  \r\n  P2 = [1 1\r\n        4 1\r\n        4 3\r\n        1 3\r\n        1 1];\r\n\r\nThis problem is related to my \u003chttp://blogs.mathworks.com/steve/2012/07/09/a-cody-problem-simplify-a-polygon/ ‎09-Jul-2012 blog post\u003e on MATLAB Central.","description_html":"\u003cp\u003eSuppose you have an n-point polygon represented as an n-by-2 matrix of polygon vertices, P. Assume that the polygon is closed; that is, assume that P(end,:) is the same as P(1,:).\u003c/p\u003e\u003cp\u003eRemove as many vertices as possible from P to make a second polygon, P2, that has exactly the same shape as P. P2 must also be closed. Your vertices in P2 should be in the same direction as P. That is, if the vertices in P are in clockwise order, then the vertices in P2 should also be in clockwise order.\u003c/p\u003e\u003cp\u003eIf the first vertex in P is retained in the solution, it should be the first vertex in P2. If the first vertex in P needs to remove, then the first vertex in P2 should be the next retained vertex in P.\u003c/p\u003e\u003cp\u003eYou can test your solution graphically as follows:\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003eplot(P(:,1), P(:,2), 'r', 'LineWidth', 5);\r\nhold on\r\nplot(P2(:,1), P2(:,2), 'b');\r\nhold off\r\n\u003c/pre\u003e\u003cp\u003eThe two plotted shapes should overlap exactly.\u003c/p\u003e\u003cp\u003e\u003cb\u003eEXAMPLE\u003c/b\u003e\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003eP = [1 1\r\n     2 1\r\n     3 1\r\n     4 1\r\n     4 2\r\n     4 3\r\n     3 3\r\n     2 3\r\n     1 3\r\n     1 2\r\n     1 1];\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003eP2 = [1 1\r\n      4 1\r\n      4 3\r\n      1 3\r\n      1 1];\r\n\u003c/pre\u003e\u003cp\u003eThis problem is related to my \u003ca href=\"http://blogs.mathworks.com/steve/2012/07/09/a-cody-problem-simplify-a-polygon/\"\u003e‎09-Jul-2012 blog post\u003c/a\u003e on MATLAB Central.\u003c/p\u003e","function_template":"function Ps = simplify_polygon(P)\r\n  Ps = P;\r\nend","test_suite":"%% Edge case: no vertices\r\nP = zeros(0,2);\r\nP2 = zeros(0,2);\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Edge case: one vertex\r\nP = [1 1];\r\nP2 = [1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Edge case: three vertices (a single line segment)\r\nP = [...\r\n    1 1\r\n    1 2\r\n    1 1 ];\r\nP2 = [...\r\n    1 1\r\n    1 2\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Single line segment with multiple vertices\r\nP = [ ...\r\n    1 1\r\n    2 1\r\n    3 1\r\n    4 1\r\n    5 1\r\n    4 1\r\n    3 1\r\n    2 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    5 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Single line segment, different spacing\r\nP = [ ...\r\n    1 1\r\n    2 1\r\n    4 1\r\n    5 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    5 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Rectangle\r\nP = [ ...\r\n    1 1\r\n    2 1\r\n    3 1\r\n    4 1\r\n    4 2\r\n    4 3\r\n    3 3\r\n    2 3\r\n    1 3\r\n    1 2\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    4 1\r\n    4 3\r\n    1 3\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Two rectangles separated by line segment\r\nP = [ ...\r\n    1 2\r\n    1 1\r\n    2 1\r\n    2 2\r\n    1 2\r\n    1 3\r\n    1 4\r\n    1 5\r\n    2 5\r\n    2 4\r\n    1 4\r\n    1 3\r\n    1 2];\r\nP2 = [ ...\r\n    1 1\r\n    2 1\r\n    2 2\r\n    1 2\r\n    1 5\r\n    2 5\r\n    2 4\r\n    1 4\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Nonsimple polygon (figure eight)\r\nP = [ ...\r\n    1 1\r\n    2 2\r\n    3 3\r\n    1 3\r\n    2 2\r\n    3 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    3 3\r\n    1 3\r\n    3 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%%\r\nP = [ ...\r\n    1 1\r\n    2 2\r\n    3 3\r\n    4 4\r\n    5 5\r\n    5 4\r\n    6 3\r\n    8 1\r\n    7 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    5 5\r\n    5 4\r\n    8 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n    \r\n%% Circle; no points should be removed\r\ntheta = linspace(0,2*pi,200);\r\ntheta(end) = 0;\r\nx = 20*cos(theta);\r\ny = 20*sin(theta);\r\nP = [x', y'];\r\nP2 = P;\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Starting vertex can be removed\r\nP = [ ...\r\n    2 1\r\n    3 1\r\n    3 2\r\n    3 3\r\n    2 3\r\n    1 3\r\n    1 2\r\n    1 1\r\n    2 1];\r\nP2 = [ ...\r\n    3 1\r\n    3 3\r\n    1 3\r\n    1 1\r\n    3 1];\r\nassert(isequal(simplify_polygon(P), P2));","published":true,"deleted":false,"likes_count":3,"comments_count":10,"created_by":4303371,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":25,"test_suite_updated_at":"2012-07-10T06:51:30.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-09T18:55:10.000Z","updated_at":"2026-01-02T13:53:30.000Z","published_at":"2012-07-09T20:02:09.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSuppose you have an n-point polygon represented as an n-by-2 matrix of polygon vertices, P. Assume that the polygon is closed; that is, assume that P(end,:) is the same as P(1,:).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eRemove as many vertices as possible from P to make a second polygon, P2, that has exactly the same shape as P. P2 must also be closed. Your vertices in P2 should be in the same direction as P. That is, if the vertices in P are in clockwise order, then the vertices in P2 should also be in clockwise order.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIf the first vertex in P is retained in the solution, it should be the first vertex in P2. If the first vertex in P needs to remove, then the first vertex in P2 should be the next retained vertex in P.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYou can test your solution graphically as follows:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[plot(P(:,1), P(:,2), 'r', 'LineWidth', 5);\\nhold on\\nplot(P2(:,1), P2(:,2), 'b');\\nhold off]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe two plotted shapes should overlap exactly.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eEXAMPLE\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[P = [1 1\\n     2 1\\n     3 1\\n     4 1\\n     4 2\\n     4 3\\n     3 3\\n     2 3\\n     1 3\\n     1 2\\n     1 1];\\n\\nP2 = [1 1\\n      4 1\\n      4 3\\n      1 3\\n      1 1];]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis problem is related to my\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"http://blogs.mathworks.com/steve/2012/07/09/a-cody-problem-simplify-a-polygon/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e09-Jul-2012 blog post\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e on MATLAB Central.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58444,"title":"ICFP 2022 - True Optimal RGB for a region","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/20/23.\r\nThis challenge of True Optimal RGB is addressed in detail by RGB Team or wiki Weiszfeld's Algotithm. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\r\nThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u003c=  72990.\r\nThe output for each block region is a  vector  rgb=[r g b].\r\n   ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 500.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 250.25px; transform-origin: 407px 250.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/20/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 194px 8px; transform-origin: 194px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 23.5px 8px; transform-origin: 23.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e or wiki \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWeiszfeld's Algotithm\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 48.5px 8px; transform-origin: 48.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 178.5px 8px; transform-origin: 178.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 245.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 122.75px; text-align: left; transform-origin: 384px 122.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 240px;height: 240px\" 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\" data-image-state=\"image-loaded\" width=\"240\" height=\"240\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [rgb]=TrueOptimalRGB(G)\r\n %Need a reasonable start point: median for each color per Team RGB\r\n %RGB method: https://teletype.in/@bminaiev/icfpc-2022\r\n %Describes Hill Climbing method to reach a minimum cost\r\n %\r\n  rgbTuple=median(G,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n  rgb=rgbTuple(:)';\r\n  S=G;\r\n  S(:,:,1)=rgb(1);\r\n  S(:,:,2)=rgb(2);\r\n  S(:,:,3)=rgb(3);\r\n  scr=calc_score(G,S);\r\n  \r\n %Optimization\r\n % rgb=double(rgb); %?\r\n  \r\n % rgb=uint8(rgb); %?\r\n end % TrueOptimalRGB\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0; % N for new\r\n\r\nimgblk1=G(1:200,1:200,:);\r\nimgblk2=G(201:400,1:200,:);\r\nimgblk3=G(1:200,201:400,:);\r\nimgblk4=G(201:400,201:400,:);\r\n\r\n[rgb1]=TrueOptimalRGB(imgblk1);\r\n[rgb2]=TrueOptimalRGB(imgblk2);\r\n[rgb3]=TrueOptimalRGB(imgblk3);\r\n[rgb4]=TrueOptimalRGB(imgblk4);\r\n\r\nN(1:200,1:200,1)=rgb1(1);\r\nN(1:200,1:200,2)=rgb1(2);\r\nN(1:200,1:200,3)=rgb1(3); \r\n\r\nN(201:400,1:200,1)=rgb2(1);\r\nN(201:400,1:200,2)=rgb2(2);\r\nN(201:400,1:200,3)=rgb2(3); \r\n\r\nN(1:200,201:400,1)=rgb3(1);\r\nN(1:200,201:400,2)=rgb3(2);\r\nN(1:200,201:400,3)=rgb3(3); \r\n\r\nN(201:400,201:400,1)=rgb4(1);\r\nN(201:400,201:400,2)=rgb4(2);\r\nN(201:400,201:400,3)=rgb4(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c99360;\r\nassert(valid)\r\n\r\n%%\r\n%11.png\r\n%https://drive.google.com/file/d/1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd/view?usp=sharing\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd');\r\nN=G*0; % N for new\r\n\r\n[rgb1]=TrueOptimalRGB(G);\r\n\r\nN(:,:,1)=rgb1(1);\r\nN(:,:,2)=rgb1(2);\r\nN(:,:,3)=rgb1(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c72991;\r\nassert(valid)\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-20T22:52:56.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-20T21:58:58.000Z","updated_at":"2023-06-20T22:52:58.000Z","published_at":"2023-06-20T22:52:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/20/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e or wiki \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWeiszfeld's Algotithm\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml 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of neighbor pixel with steepest gradient","description":"Unlike in various applications, where the gradient of a two dimensional matrix is calculated in x and y direction, the gradient of a digital elevation model (DEM) is usually returned as the steepest gradient. The steepest gradient is the largest downward slope of a pixel to one of its eight neighbors.\r\nIn this problem, your task will be to return the linear index of the steepest neighbor for each pixel in a gridded DEM. Pixels that don't have downward neighbors should receive the index value zero.\r\nAn example should help. The DEM is\r\ndem = [1 5 9; ...\r\n       4 5 6; ...\r\n       8 7 3];\r\nThe result should be\r\nIX  = [0 1 4; ...\r\n       1 1 9; ...\r\n       2 9 0];\r\nThe results may not be unique, but the test cases have been built so that this is not a problem. The spatial resolution of the dem is dx=1 and dy=1. Note that the diagonal distance is hypot(dx,dy).","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 369.6px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 184.8px; transform-origin: 407px 184.8px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 358.5px 8px; transform-origin: 358.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eUnlike in various applications, where the gradient of a two dimensional matrix is calculated in x and y direction, the gradient of a digital elevation model (DEM) is usually returned as the steepest gradient. The steepest gradient is the largest downward slope of a pixel to one of its eight neighbors.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 382.5px 8px; transform-origin: 382.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIn this problem, your task will be to return the linear index of the steepest neighbor for each pixel in a gridded DEM. Pixels that don't have downward neighbors should receive the index value zero.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 115.5px 8px; transform-origin: 115.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAn example should help. The DEM is\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003edem = [1 5 9; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003e       4 5 6; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 56px 8.5px; tab-size: 4; transform-origin: 56px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e       8 7 3];\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 65px 8px; transform-origin: 65px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe result should be\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003eIX  = [0 1 4; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003e       1 1 9; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 56px 8.5px; tab-size: 4; transform-origin: 56px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e       2 9 0];\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe results may not be unique, but the test cases have been built so that this is not a problem. The spatial resolution of the dem is dx=1 and dy=1. Note that the diagonal distance is hypot(dx,dy).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function IX = sgix(dem)\r\n  IX = [];\r\nend","test_suite":"%%\r\ndem = [1 5 9; ...\r\n       4 5 6; ...\r\n       8 7 3];\r\nIX  = [0 1 4; ...\r\n       1 1 9; ...\r\n       2 9 0];\r\nassert(isequal(sgix(dem),IX))\r\n\r\n%%\r\ndem = [1 4 7; ...\r\n       2 5 8; ...\r\n       3 6 9];\r\nIX  = [0 1 4; ...\r\n       1 2 5; ...\r\n       2 3 6];\r\nassert(isequal(sgix(dem),IX))\r\n\r\n%%\r\ndem = [1 2 ; ...\r\n       3 4];\r\ndem = dem + randi(1e3);\r\nIX  = [0 1; ...\r\n       1 1];\r\nassert(isequal(sgix(dem),IX))\r\n\r\n\r\n%%\r\ndem = [1 5 4 9; ...\r\n       4 5 7 7; ...\r\n       6 6 6 8];\r\nIX  = [0 1 0 7; ...\r\n       1 1 7 7; ...\r\n       2 2 5 9];\r\nassert(isequal(sgix(dem),IX))","published":true,"deleted":false,"likes_count":2,"comments_count":7,"created_by":569,"edited_by":223089,"edited_at":"2022-12-22T13:29:53.000Z","deleted_by":null,"deleted_at":null,"solvers_count":32,"test_suite_updated_at":"2022-12-22T13:29:53.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-20T08:58:26.000Z","updated_at":"2026-04-02T22:28:48.000Z","published_at":"2012-07-20T08:58:26.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eUnlike in various applications, where the gradient of a two dimensional matrix is calculated in x and y direction, the gradient of a digital elevation model (DEM) is usually returned as the steepest gradient. The steepest gradient is the largest downward slope of a pixel to one of its eight neighbors.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn this problem, your task will be to return the linear index of the steepest neighbor for each pixel in a gridded DEM. Pixels that don't have downward neighbors should receive the index value zero.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAn example should help. The DEM is\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[dem = [1 5 9; ...\\n       4 5 6; ...\\n       8 7 3];]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe result should be\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[IX  = [0 1 4; ...\\n       1 1 9; ...\\n       2 9 0];]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe results may not be unique, but the test cases have been built so that this is not a problem. The spatial resolution of the dem is dx=1 and dy=1. Note that the diagonal distance is hypot(dx,dy).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":1199,"title":"ASCII art","description":"Convert a grayscale image to ASCII\r\n\r\n\u003c\u003chttp://www.alfnie.com/software/cameraman.jpg\u003e\u003e\r\n\r\n\r\n*Inputs:*\r\n\r\n* *img*: Grayscale image (a matrix of values between 0 and 1)\r\n* *chars*: Char array of valid ascii characters\r\n* *bitmap*: Grayscale images of each valid ascii character (3d matrix with size Height x Width x N, and with values between 0 and 1)\r\n\r\n*Output:*\r\n\r\nBin the original image _img_ into segments of size _Height x Width_, and find the best matching ascii character for each bin (minimizing the euclidean distance between each bin grayscale values and the matching character grayscale values). \r\n\r\nReturn the fitted ascii image: a matrix of characters in *chars* that, when displayed, approximates the image *img*.\r\n\r\n\r\n                                                                         \r\n                              _____                                      \r\n                             QQÊÊÊÊþ¿_                                   \r\n                            gÊÊÊÊÊÊÊÊÊþ                                  \r\n                           qÊÊÊÊÊÊÊÑÑÊÊg_                              ``\r\n                          _ÊÊÊþÎÊÊ ¾ºÜÑÑÑ®½g                        `````\r\n                   gQQQQQØÊÊÊÑÊQQ¸ ¸»gÊÃ@Q©ÑmM                     ``````\r\n                 _ØÊÊÊÊÊÊÊÊÊþ°ÑÊÊQ©Ñ ÊÊÊÊÊQ____g                   ` ````\r\n               _gÊÊÊÊÊÊÊÊÊÊÊÊQQQÊÊÊ  ÎÊÊÊQÊþ¯¯¯¯                     ````\r\n             gØÊÊÊÊÊÊÊÊÊÊÊÊÊÊþÊÊÊÊÑ×,_ÎÊίÊÊÊ                         ```\r\n           _ØÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊQgÊÊ`¯°  ¸QÊ                       `````;\r\n          gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊgÊÊÊÊþ_¿__gʯ                       ` `;»»\r\n         ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊÊÊÊÊÊÊÊÊÊÊÊ_                       ````»»\r\n          ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊØÊÊÊÊÊÊÊÊ_ÿ_ÑÊÊà           ³³^            `»»\r\n           ¯ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊÊÑþ           ·              ```»\r\n             ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊ ÊÑÊþ           ·              ```»\r\n             ÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯÑÊÊÊÊ    Êþ                          `;»\r\n            gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ  qÊÃÊ `  QÊþ         ·         :`    ```\r\nQgQ¿¸      gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ   ÊÑ Ê ` qÑÑÊÿ        ·        ;``    `:`\r\nÑÑÑÑ©¸  ¸ qÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯ  qÊÎ Î ¨ ÑÑîÑʸ       ·      »»¨² ` ¸¸¸¸¸\r\nQQQ¿ggQQÊQÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊà »»qþþ Î » . ,¡Êþ_¿¿q»¿ jQ_`         _QQÿgQ\r\nÑÑÑÑÑÑÑÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÑÑÑÊQÑÊÑ_ÎÑQQQQjÊþþÊÑþQQÊÊÊÊg¿_  _g©ÑÑÑÊÊÑÑ\r\nÑ»©QQÿ©©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ°``¨qÊfQÊýÑQþ`©ÑÜÑÑÊþÊÑQÊÑÑÑÑÑÊÑÑ©©ÑÑÑÑÑÊÊÊÊÊ\r\nÑ©©ÑÑÑ©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÜλ¯ÊÑÑÿ.Ê ÎÎÑ»¯ÜÜÎÑÊþÎÎβ²²¨²¨²²»»»»ÎÎÎÎÎÎÎÑ\r\n©`²Î¨ÎÎÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑ»»»qÊQÿ »Ê ©Q©©Ñ»²©©ÑÊþQQQQQQQQQQQQ©©©©©©©©QQ\r\n©©Q©©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ©©©©ÊÊÊ°QQÊ Q©Q©QQQ¿ÜÑÊþÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑ\r\n©Ü©©^»²©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊѸ¨¸QÊMÿQQÑ Ñ»©»©Î»»Q¸ÜÊþQÑÑ©©ÑÑ©©©©ÜÑÑÑÑÑÑÑÑÑ\r\n©»»»QQѩλÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ»»»ÎØѳ;Ñ»©©»¸¨²²²©©Ñ©Ñh¯Ê_©»QQÑ©ÑÑQÑQÑÑÑÑÑÑÑÑQ\r\n©QQîQ©»Q;»ÊÊÑÊÊÊÊÊÊÊÊÊÊÊÊÑQQ¿_ÊÃÊÜ©QQÑQQQ©Î^QÎÑQQQ©ÑÊþ©©ÑÑ©Ñ©Ñ©ÑÑÑÑQQQQQQ\r\nÑ©ÜÑÎÎÜÎÎÜÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÑÑQʽÑÑÑÑQQQQ©Q»Î뽩¯Ñ¨²ÑÊQÎÎÜÑÑÑÑÑÑÑÑQÑÑÑÑÑÑ\r\nÑÑÜÑÑÑÑÑÎQÊÊÊÊÊÊÑÊÊÊÊÊÊÊÑÑÑÑÑÑÊ#Ñ©ÑÑQQÑÑ©©©Ñ»½©©©©©QQÊѽÑÑÑÑÑÑQÑÑÜÑQÑÑÑÑÑ\r\nÑQQÑQ©Ñ©©ÑÊÊÊÊÊÊÑÊÑÊÊÊÊѽ»ÑÑÑÎ ¯©QQ©Ñ©©ÿ©©ÑÑ©ÿѽ½ÑѽÑÑq ýÿ©QÑ©Ñ©ÑÑ©©ÑÑÑ©Q\r\nÑÜj©Q©QÎQQÊÊÊÊÊÊ¿ÊÊÊÊÊÊÑ©©©©Q° »Q©©Î©Q©QQQ©ÑÑÑQΩÑÑ©Ñ©ÑÀ`ÑÑÑÑÑÑ©ÑÑÑÑÑÑÜQQ\r\nQQÑ3ÑQQÑÑQÊÊÊÊÊÑ2QÊÊÊÊÊþQQ©©Ê ¸ÑÑ©©©Q©ÑQÑQ©ÑQÑÑ©QÑÑÑQQÑÑ¿³ÑÑÑÑ©ÑÑÑÑÑÑQÑQÑ\r\n©ÑÑÑQÑQ©ÑQÊÊÊÊÊQÿÑÊÊÑÑÊÊÑÑQÑÊ ÎQ©ÑÑQÑÜÑÑQÑÑÜÑÑQQQÿQQÑ©ÑQÑ¿ÎQQÿQQÑQÊÑÑQÑQÑ\r\n\r\n\r\n*note*: for an appropriate display the display font needs to be monospace. If a char image does not fit within the command window, you may try the following to display it on a figure:\r\n\r\n fontsize=6;\r\n figure;\r\n uicontrol('style','text','units','norm','position',[0,0,1,1],'string',str,...\r\n 'fontweight','bold','horizontalalignment','left','fontname','monospaced',...\r\n 'foregroundcolor','k','backgroundcolor','w','fontsize',fontsize);\r\n\r\nand edit the value _fontsize_ so that the image fits within the figure.\r\n","description_html":"\u003cp\u003eConvert a grayscale image to ASCII\u003c/p\u003e\u003cimg src=\"http://www.alfnie.com/software/cameraman.jpg\"\u003e\u003cp\u003e\u003cb\u003eInputs:\u003c/b\u003e\u003c/p\u003e\u003cul\u003e\u003cli\u003e\u003cb\u003eimg\u003c/b\u003e: Grayscale image (a matrix of values between 0 and 1)\u003c/li\u003e\u003cli\u003e\u003cb\u003echars\u003c/b\u003e: Char array of valid ascii characters\u003c/li\u003e\u003cli\u003e\u003cb\u003ebitmap\u003c/b\u003e: Grayscale images of each valid ascii character (3d matrix with size Height x Width x N, and with values between 0 and 1)\u003c/li\u003e\u003c/ul\u003e\u003cp\u003e\u003cb\u003eOutput:\u003c/b\u003e\u003c/p\u003e\u003cp\u003eBin the original image \u003ci\u003eimg\u003c/i\u003e into segments of size \u003ci\u003eHeight x Width\u003c/i\u003e, and find the best matching ascii character for each bin (minimizing the euclidean distance between each bin grayscale values and the matching character grayscale values).\u003c/p\u003e\u003cp\u003eReturn the fitted ascii image: a matrix of characters in \u003cb\u003echars\u003c/b\u003e that, when displayed, approximates the image \u003cb\u003eimg\u003c/b\u003e.\u003c/p\u003e\u003cpre\u003e                              _____                                      \r\n                             QQÊÊÊÊþ¿_                                   \r\n                            gÊÊÊÊÊÊÊÊÊþ                                  \r\n                           qÊÊÊÊÊÊÊÑÑÊÊg_                              ``\r\n                          _ÊÊÊþÎÊÊ ¾ºÜÑÑÑ®½g                        `````\r\n                   gQQQQQØÊÊÊÑÊQQ¸ ¸»gÊÃ@Q©ÑmM                     ``````\r\n                 _ØÊÊÊÊÊÊÊÊÊþ°ÑÊÊQ©Ñ ÊÊÊÊÊQ____g                   ` ````\r\n               _gÊÊÊÊÊÊÊÊÊÊÊÊQQQÊÊÊ  ÎÊÊÊQÊþ¯¯¯¯                     ````\r\n             gØÊÊÊÊÊÊÊÊÊÊÊÊÊÊþÊÊÊÊÑ×,_ÎÊίÊÊÊ                         ```\r\n           _ØÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊQgÊÊ`¯°  ¸QÊ                       `````;\r\n          gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊgÊÊÊÊþ_¿__gʯ                       ` `;»»\r\n         ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊÊÊÊÊÊÊÊÊÊÊÊ_                       ````»»\r\n          ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊØÊÊÊÊÊÊÊÊ_ÿ_ÑÊÊà           ³³^            `»»\r\n           ¯ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊÊÑþ           ·              ```»\r\n             ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊ ÊÑÊþ           ·              ```»\r\n             ÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯÑÊÊÊÊ    Êþ                          `;»\r\n            gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ  qÊÃÊ `  QÊþ         ·         :`    ```\r\nQgQ¿¸      gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ   ÊÑ Ê ` qÑÑÊÿ        ·        ;``    `:`\r\nÑÑÑÑ©¸  ¸ qÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯ  qÊÎ Î ¨ ÑÑîÑʸ       ·      »»¨² ` ¸¸¸¸¸\r\nQQQ¿ggQQÊQÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊà »»qþþ Î » . ,¡Êþ_¿¿q»¿ jQ_`         _QQÿgQ\r\nÑÑÑÑÑÑÑÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÑÑÑÊQÑÊÑ_ÎÑQQQQjÊþþÊÑþQQÊÊÊÊg¿_  _g©ÑÑÑÊÊÑÑ\r\nÑ»©QQÿ©©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ°``¨qÊfQÊýÑQþ`©ÑÜÑÑÊþÊÑQÊÑÑÑÑÑÊÑÑ©©ÑÑÑÑÑÊÊÊÊÊ\r\nÑ©©ÑÑÑ©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÜλ¯ÊÑÑÿ.Ê ÎÎÑ»¯ÜÜÎÑÊþÎÎβ²²¨²¨²²»»»»ÎÎÎÎÎÎÎÑ\r\n©`²Î¨ÎÎÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑ»»»qÊQÿ »Ê ©Q©©Ñ»²©©ÑÊþQQQQQQQQQQQQ©©©©©©©©QQ\r\n©©Q©©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ©©©©ÊÊÊ°QQÊ Q©Q©QQQ¿ÜÑÊþÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑ\r\n©Ü©©^»²©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊѸ¨¸QÊMÿQQÑ Ñ»©»©Î»»Q¸ÜÊþQÑÑ©©ÑÑ©©©©ÜÑÑÑÑÑÑÑÑÑ\r\n©»»»QQѩλÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ»»»ÎØѳ;Ñ»©©»¸¨²²²©©Ñ©Ñh¯Ê_©»QQÑ©ÑÑQÑQÑÑÑÑÑÑÑÑQ\r\n©QQîQ©»Q;»ÊÊÑÊÊÊÊÊÊÊÊÊÊÊÊÑQQ¿_ÊÃÊÜ©QQÑQQQ©Î^QÎÑQQQ©ÑÊþ©©ÑÑ©Ñ©Ñ©ÑÑÑÑQQQQQQ\r\nÑ©ÜÑÎÎÜÎÎÜÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÑÑQʽÑÑÑÑQQQQ©Q»Î뽩¯Ñ¨²ÑÊQÎÎÜÑÑÑÑÑÑÑÑQÑÑÑÑÑÑ\r\nÑÑÜÑÑÑÑÑÎQÊÊÊÊÊÊÑÊÊÊÊÊÊÊÑÑÑÑÑÑÊ#Ñ©ÑÑQQÑÑ©©©Ñ»½©©©©©QQÊѽÑÑÑÑÑÑQÑÑÜÑQÑÑÑÑÑ\r\nÑQQÑQ©Ñ©©ÑÊÊÊÊÊÊÑÊÑÊÊÊÊѽ»ÑÑÑÎ ¯©QQ©Ñ©©ÿ©©ÑÑ©ÿѽ½ÑѽÑÑq ýÿ©QÑ©Ñ©ÑÑ©©ÑÑÑ©Q\r\nÑÜj©Q©QÎQQÊÊÊÊÊÊ¿ÊÊÊÊÊÊÑ©©©©Q° »Q©©Î©Q©QQQ©ÑÑÑQΩÑÑ©Ñ©ÑÀ`ÑÑÑÑÑÑ©ÑÑÑÑÑÑÜQQ\r\nQQÑ3ÑQQÑÑQÊÊÊÊÊÑ2QÊÊÊÊÊþQQ©©Ê ¸ÑÑ©©©Q©ÑQÑQ©ÑQÑÑ©QÑÑÑQQÑÑ¿³ÑÑÑÑ©ÑÑÑÑÑÑQÑQÑ\r\n©ÑÑÑQÑQ©ÑQÊÊÊÊÊQÿÑÊÊÑÑÊÊÑÑQÑÊ ÎQ©ÑÑQÑÜÑÑQÑÑÜÑÑQQQÿQQÑ©ÑQÑ¿ÎQQÿQQÑQÊÑÑQÑQÑ\u003c/pre\u003e\u003cp\u003e\u003cb\u003enote\u003c/b\u003e: for an appropriate display the display font needs to be monospace. If a char image does not fit within the command window, you may try the following to display it on a figure:\u003c/p\u003e\u003cpre\u003e fontsize=6;\r\n figure;\r\n uicontrol('style','text','units','norm','position',[0,0,1,1],'string',str,...\r\n 'fontweight','bold','horizontalalignment','left','fontname','monospaced',...\r\n 'foregroundcolor','k','backgroundcolor','w','fontsize',fontsize);\u003c/pre\u003e\u003cp\u003eand edit the value \u003ci\u003efontsize\u003c/i\u003e so that the image fits within the figure.\u003c/p\u003e","function_template":"function str = gray2char(img,chars,bitmap)\r\n  str=' :) ';\r\nend\r\n","test_suite":"%%\r\nchars=char([32:126,161:255]);\r\nbitmap=mean(double(imread('http://www.alfnie.com/software/monobitmap.bmp'))/255,3);\r\nbitmap=reshape(bitmap,size(bitmap,1),[],numel(chars));\r\n\r\nimg=imread('peppers.png');\r\nimg=sqrt(mean(double(img)/256,3));\r\nimg=img(1:floor(size(img,1)/size(bitmap,1))*size(bitmap,1),1:floor(size(img,2)/size(bitmap,2))*size(bitmap,2));\r\n\r\nstr=gray2char(img,chars,bitmap)\r\n\r\nassert(isequal(size(str),[14 36]));\r\n[i,loc]=ismember(str,chars);\r\nassert(all(all(i)));\r\nimg=permute(reshape(img,size(bitmap,1),size(img,1)/size(bitmap,1),size(bitmap,2),size(img,2)/size(bitmap,2)),[1,3,2,4]);\r\nd=mean(mean(mean(abs(bitmap(:,:,loc)-img(:,:,:)).^2,3),2),1);\r\nassert(d\u003c=0.11);\r\n\r\n%%\r\nchars=char([32:126,161:255]);\r\nbitmap=mean(double(imread('http://www.alfnie.com/software/monobitmap.bmp'))/255,3);\r\nbitmap=reshape(bitmap,size(bitmap,1),[],numel(chars));\r\n\r\nimg=load('clown.mat');\r\nimg=mean(ind2rgb(img.X,img.map),3);\r\nimg=double(img(ceil(.25:.25:end),ceil(.25:.25:end))).^.25;\r\nimg=img(1:floor(size(img,1)/size(bitmap,1))*size(bitmap,1),1:floor(size(img,2)/size(bitmap,2))*size(bitmap,2));\r\n\r\nstr=gray2char(img,chars,bitmap)\r\n\r\nassert(isequal(size(str),[30 91]));\r\n[i,loc]=ismember(str,chars);\r\nassert(all(all(i)));\r\nimg=permute(reshape(img,size(bitmap,1),size(img,1)/size(bitmap,1),size(bitmap,2),size(img,2)/size(bitmap,2)),[1,3,2,4]);\r\nd=mean(mean(mean(abs(bitmap(:,:,loc)-img(:,:,:)).^2,3),2),1);\r\nassert(d\u003c=0.172);\r\n\r\n","published":true,"deleted":false,"likes_count":4,"comments_count":0,"created_by":43,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":10,"test_suite_updated_at":"2014-05-07T01:58:02.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2013-01-12T04:48:09.000Z","updated_at":"2014-05-07T01:58:02.000Z","published_at":"2013-01-12T07:10:35.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/media/image1.JPEG\"}],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eConvert a grayscale image to ASCII\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eInputs:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eimg\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e: Grayscale image (a matrix of values between 0 and 1)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003echars\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e: Char array of valid ascii characters\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003ebitmap\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e: Grayscale images of each valid ascii character (3d matrix with size Height x Width x N, and with values between 0 and 1)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eOutput:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eBin the original image\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eimg\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e into segments of size\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eHeight x Width\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e, and find the best matching ascii character for each bin (minimizing the euclidean distance between each bin grayscale values and the matching character grayscale values).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eReturn the fitted ascii image: a matrix of characters in\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003echars\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e that, when displayed, approximates the image\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eimg\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[                              _____                                      \\n                             QQÊÊÊÊþ¿_                                   \\n                            gÊÊÊÊÊÊÊÊÊþ                                  \\n                           qÊÊÊÊÊÊÊÑÑÊÊg_                              ``\\n                          _ÊÊÊþÎÊÊ ¾ºÜÑÑÑ\u0026reg;½g                        `````\\n                   gQQQQQØÊÊÊÑÊQQ¸ ¸»gÊÃ@Q\u0026copy;ÑmM                     ``````\\n                 _ØÊÊÊÊÊÊÊÊÊþ°ÑÊÊQ\u0026copy;Ñ ÊÊÊÊÊQ____g                   ` ````\\n               _gÊÊÊÊÊÊÊÊÊÊÊÊQQQÊÊÊ  ÎÊÊÊQÊþ¯¯¯¯                     ````\\n             gØÊÊÊÊÊÊÊÊÊÊÊÊÊÊþÊÊÊÊÑ×,_ÎÊίÊÊÊ                         ```\\n           _ØÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊQgÊÊ`¯°  ¸QÊ                       `````;\\n          gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊgÊÊÊÊþ_¿__gʯ                       ` `;»»\\n         ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊÊÊÊÊÊÊÊÊÊÊÊ_                       ````»»\\n          ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊØÊÊÊÊÊÊÊÊ_ÿ_ÑÊÊà           ³³^            `»»\\n           ¯ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊÊÑþ           ·              ```»\\n             ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊ ÊÑÊþ           ·              ```»\\n             ÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯÑÊÊÊÊ    Êþ                          `;»\\n            gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ  qÊÃÊ `  QÊþ         ·         :`    ```\\nQgQ¿¸      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the display font needs to be monospace. If a char image does not fit within the command window, you may try the following to display it on a figure:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ fontsize=6;\\n figure;\\n uicontrol('style','text','units','norm','position',[0,0,1,1],'string',str,...\\n 'fontweight','bold','horizontalalignment','left','fontname','monospaced',...\\n 'foregroundcolor','k','backgroundcolor','w','fontsize',fontsize);]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eand edit the value\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003efontsize\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e so that the image fits within the figure.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray 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\"}]}"},{"id":46028,"title":"Paint it black!","description":"\u003chttps://en.wikipedia.org/wiki/Flood_fill Flood fill\u003e is the algorithm used by bucket-fill tools in many image editors. The idea is that all connected pixels with the input color should have it changed to an output color starting at a pixel P = (x,y). Your task is to implement this algorithm replacing all colors within some tolerance (distance) from the input color with black. \r\n\r\nFor instance:\r\n\r\nif the input_color=9, tolerance = 0, and P=[1,1], then the following grayscale image,\r\n\r\n  9 9 9 2 9\r\n  9 9 9 2 9\r\n  2 2 2 9 9 \r\n  9 9 9 9 9\r\n\r\nbecomes,\r\n\r\n  0 0 0 2 9\r\n  0 0 0 2 9\r\n  2 2 2 9 9 \r\n  9 9 9 9 9\r\n\r\nAssume that all pixels have \u003chttps://en.wikipedia.org/wiki/Pixel_connectivity#4-connected 4-neighborhoods\u003e. And use the \u003chttps://en.wikipedia.org/wiki/Taxicab_geometry Manhattan distance\u003e to decide if a color, a 1xn vector, is within tolerance. ","description_html":"\u003cp\u003e\u003ca href = \"https://en.wikipedia.org/wiki/Flood_fill\"\u003eFlood fill\u003c/a\u003e is the algorithm used by bucket-fill tools in many image editors. The idea is that all connected pixels with the input color should have it changed to an output color starting at a pixel P = (x,y). Your task is to implement this algorithm replacing all colors within some tolerance (distance) from the input color with black.\u003c/p\u003e\u003cp\u003eFor instance:\u003c/p\u003e\u003cp\u003eif the input_color=9, tolerance = 0, and P=[1,1], then the following grayscale image,\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003e9 9 9 2 9\r\n9 9 9 2 9\r\n2 2 2 9 9 \r\n9 9 9 9 9\r\n\u003c/pre\u003e\u003cp\u003ebecomes,\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003e0 0 0 2 9\r\n0 0 0 2 9\r\n2 2 2 9 9 \r\n9 9 9 9 9\r\n\u003c/pre\u003e\u003cp\u003eAssume that all pixels have \u003ca href = \"https://en.wikipedia.org/wiki/Pixel_connectivity#4-connected\"\u003e4-neighborhoods\u003c/a\u003e. And use the \u003ca href = \"https://en.wikipedia.org/wiki/Taxicab_geometry\"\u003eManhattan distance\u003c/a\u003e to decide if a color, a 1xn vector, is within tolerance.\u003c/p\u003e","function_template":"function J = floodfill(I, p, input_color, tolerance)\r\n  J = I;\r\nend","test_suite":"%%\r\nfiletext = fileread('floodfill.m');\r\nassert(isempty(strfind(filetext, 'eval')),       'Eval forbidden.');\r\nassert(isempty(strfind(filetext, 'regexp')),     'Regexp forbidden.');\r\nassert(isempty(strfind(filetext, '!')),          'Shell commands are forbidden.');\r\nassert(isempty(strfind(filetext, 'mlock')),      'mlock is forbidden.');\r\nassert(isempty(strfind(filetext, 'munlock')),    'munlock is forbidden.');\r\n%%\r\np = [1, 1];\r\ninput_color = 9;\r\ntolerance = 0;\r\nI =[9     9     9     2     9;\r\n    9     9     9     2     9;\r\n    2     2     2     9     9;\r\n    9     9     9     9     9];\r\ny_correct = [105\t177\t73\t204\t122\t130\t214\t108\t173\t122\t154\t247\t132\t149\t158\t137\t49\t171\t159\t188\t197\t146\t104\t212\t84\t234\t120\t67\t160\t122\t71\t32\t47\t185\t5\t209\t49\t198\t215\t117\t128\t125\t185\t181\t102\t14\t159\t250\t201\t95\t158\t167\t242\t21\t94\t99\t214\t253\t223\t168\t146\t133\t126\t232];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [115, 133];\r\ninput_color = 1;\r\ntolerance = 0;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','blobs.png'));\r\ny_correct = [135\t217\t59\t179\t157\t208\t161\t95\t218\t159\t210\t244\t62\t237\t115\t179\t200\t252\t175\t39\t230\t197\t55\t36\t8\t79\t77\t168\t253\t109\t230\t204\t158\t114\t20\t231\t91\t63\t169\t114\t57\t73\t121\t96\t51\t204\t92\t136\t34\t220\t205\t158\t222\t148\t80\t205\t117\t32\t220\t80\t220\t62\t195\t26];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [170, 70];\r\ninput_color = 1;\r\ntolerance = 0;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','blobs.png'));\r\ny_correct = [45\t21\t215\t148\t24\t198\t184\t203\t33\t38\t222\t107\t60\t205\t211\t33\t76\t33\t62\t139\t133\t58\t42\t238\t77\t128\t243\t214\t143\t201\t181\t109\t218\t80\t3\t41\t44\t130\t179\t21\t51\t87\t168\t161\t118\t110\t241\t214\t236\t45\t210\t130\t28\t94\t170\t39\t9\t240\t10\t103\t158\t207\t214\t203];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [1500, 1840];\r\ninput_color = 204;\r\ntolerance = 5;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','concordorthophoto.png'));\r\ny_correct = [180\t96\t232\t179\t100\t190\t0\t55\t194\t91\t49\t45\t220\t214\t233\t3\t164\t217\t254\t197\t27\t26\t207\t107\t116\t80\t153\t76\t121\t137\t231\t21\t236\t37\t200\t112\t254\t5\t121\t70\t181\t182\t106\t13\t39\t235\t188\t82\t140\t107\t118\t11\t163\t102\t78\t97\t230\t36\t252\t46\t165\t126\t85\t17];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [375, 635];\r\ninput_color = [202, 67, 37];\r\ntolerance = 175;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','flamingos.jpg'));\r\ny_correct = [30\t139\t106\t7\t97\t110\t190\t130\t24\t218\t242\t177\t34\t121\t66\t214\t96\t87\t10\t195\t170\t9\t145\t230\t222\t27\t243\t72\t82\t124\t63\t198\t151\t209\t215\t250\t32\t44\t207\t179\t112\t121\t173\t232\t193\t144\t31\t238\t152\t205\t145\t57\t41\t194\t8\t221\t119\t157\t210\t6\t83\t112\t142\t99];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J(:))).digest()) == y_correct));\r\n","published":true,"deleted":false,"likes_count":1,"comments_count":5,"created_by":443343,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":"2020-07-19T21:02:55.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2020-07-05T03:08:28.000Z","updated_at":"2024-10-30T23:17:50.000Z","published_at":"2020-07-19T20:59:48.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Flood_fill\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eFlood fill\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is the algorithm used by bucket-fill tools in many image editors. The idea is that all connected pixels with the input color should have it changed to an output color starting at a pixel P = (x,y). Your task is to implement this algorithm replacing all colors within some tolerance (distance) from the input color with black.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor instance:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eif the input_color=9, tolerance = 0, and P=[1,1], then the following grayscale image,\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[9 9 9 2 9\\n9 9 9 2 9\\n2 2 2 9 9 \\n9 9 9 9 9]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ebecomes,\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[0 0 0 2 9\\n0 0 0 2 9\\n2 2 2 9 9 \\n9 9 9 9 9]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAssume that all pixels have\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Pixel_connectivity#4-connected\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e4-neighborhoods\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. And use the\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Taxicab_geometry\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eManhattan distance\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e to decide if a color, a 1xn vector, is within tolerance.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":42616,"title":"Detect circles in images","description":"Given an image and a target radius range, specified as [rmin rmax], find circles in the image. Your function should output an m-by-2 array of circle centers (x,y positions in the image) and an m-by-1 vector of radii corresponding to m circles.\r\n\r\nYour detector will be judged on its \u003chttps://en.wikipedia.org/wiki/Precision_and_recall precision and recall\u003e. The recall must be 0.75 or higher and the precision must be 0.5 or higher to pass. \r\n\r\nFor example, if an image has 4 true circles, you can miss at most 1 of the circles and have at most 4 false detections.\r\n\r\n*Additional notes:*\r\n\r\n* Circles can be brighter or darker than the background.\r\n* A detection is considered a match if its position and radius is within 5 pixels of a true circle.\r\n* To make things easier, the target number of circles (N) is provided as an input. Pat yourself on the back if you do not need it.","description_html":"\u003cp\u003eGiven an image and a target radius range, specified as [rmin rmax], find circles in the image. Your function should output an m-by-2 array of circle centers (x,y positions in the image) and an m-by-1 vector of radii corresponding to m circles.\u003c/p\u003e\u003cp\u003eYour detector will be judged on its \u003ca href = \"https://en.wikipedia.org/wiki/Precision_and_recall\"\u003eprecision and recall\u003c/a\u003e. The recall must be 0.75 or higher and the precision must be 0.5 or higher to pass.\u003c/p\u003e\u003cp\u003eFor example, if an image has 4 true circles, you can miss at most 1 of the circles and have at most 4 false detections.\u003c/p\u003e\u003cp\u003e\u003cb\u003eAdditional notes:\u003c/b\u003e\u003c/p\u003e\u003cul\u003e\u003cli\u003eCircles can be brighter or darker than the background.\u003c/li\u003e\u003cli\u003eA detection is considered a match if its position and radius is within 5 pixels of a true circle.\u003c/li\u003e\u003cli\u003eTo make things easier, the target number of circles (N) is provided as an input. Pat yourself on the back if you do not need it.\u003c/li\u003e\u003c/ul\u003e","function_template":"function [centers,radii] = detectcircles(I,R,N)\r\n  centers = [];\r\n  radii = [];\r\nend","test_suite":"%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','circles.png'));\r\n[centers,radii] = detectcircles(I,[18 20],13);\r\nc = [119 222; 185 218; 124 116; 37 37; 178 184; 93 167; 37 72; 71 38; 93 132; 122 186; 97 96; 71 74; 151 204];\r\nr = 19*ones(13,1);\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','circlesBrightDark.png'));\r\n[centers,radii] = detectcircles(I,[32 64],6);\r\nc = [75 250; 100 100; 250 400; 300 120; 450 240; 330 370];\r\nr = [35; 50; 60; 40; 50; 55];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','coins.png'));\r\n[centers,radii] = detectcircles(I,[24 30],10);\r\nc = [236 174; 149 35; 56 50; 266 103; 217 71; 120 209; 110 85; 175 120; 96 146; 37 107];\r\nr = [25; 29; 25; 24; 29; 29; 24; 29; 29; 29];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','coloredChips.png'));\r\n[centers,radii] = detectcircles(I,[20 28],26);\r\nc = [83 177; 304 336; 420 88; 434 165; 244 166; 327 297; 273 53; 130 44; 271 281; 408 265; 312 192; 420 346; 146 199; 228 232; 329 135; 175 297; 366 224; 150 258; 217 107; 345 119; 445 68; 372 293; 150 342; 251 8; 259 217; 198 107];\r\nr = [23; 24; 23; 23; 23; 23; 23; 23; 23; 23; 23; 24; 23; 23; 23; 24; 23; 24; 23; 23; 23; 24; 25; 23; 23; 25];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','eight.tif'));\r\n[centers,radii] = detectcircles(I,[35 40],4);\r\nc = [198 189; 247 72; 62 141; 124 58];\r\nr = [37; 37; 38; 37];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','moon.tif'));\r\n[centers,radii] = detectcircles(I,[200 210],1);\r\nc = [253 287];\r\nr = [205];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','pillsetc.png'));\r\n[centers,radii] = detectcircles(I,[15 55],4);\r\nc = [103 240; 252 326; 119 130; 319 84];\r\nr = [17; 17; 50; 37];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','tape.png'));\r\n[centers,radii] = detectcircles(I,[75 85],1);\r\nc = [236 172];\r\nr = [80];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','testpat1.png'));\r\n[centers,radii] = detectcircles(I,[110 120],1);\r\nc = [128 128];\r\nr = [116];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','toysnoflash.png'));\r\n[centers,radii] = detectcircles(I,[90 100],1);\r\nc = [267 506];\r\nr = [94];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)","published":true,"deleted":false,"likes_count":4,"comments_count":4,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":8,"test_suite_updated_at":"2015-09-18T20:16:44.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2015-09-17T22:38:48.000Z","updated_at":"2026-04-02T22:38:30.000Z","published_at":"2015-09-17T23:22:02.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven an image and a target radius range, specified as [rmin rmax], find circles in the image. Your function should output an m-by-2 array of circle centers (x,y positions in the image) and an m-by-1 vector of radii corresponding to m circles.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYour detector will be judged on its\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Precision_and_recall\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eprecision and recall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. The recall must be 0.75 or higher and the precision must be 0.5 or higher to pass.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor example, if an image has 4 true circles, you can miss at most 1 of the circles and have at most 4 false detections.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eAdditional notes:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCircles can be brighter or darker than the background.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA detection is considered a match if its position and radius is within 5 pixels of a true circle.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTo make things easier, the target number of circles (N) is provided as an input. Pat yourself on the back if you do not need it.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":44832,"title":"Generate Convolution Matrix of 2D Kernel with Different Convolution Shapes (Full, Same, Valid)","description":"In this problem the challenge is to build the Matrix Form equivalent of the function `conv2()` of MATLAB.\r\n\r\nThe function to be built will generate a sparse matrix `mK` which is the convolution matrix of the 2D Kernel 'mH' (Which is an input to the function).  \r\nThe input to the function is the 2D Kernel and dimensions of the image to apply the convolution upon and the shape of the convolution ('full', 'same', 'valid' as in 'conv2()').\r\n\r\nThe output sparse matrix should match the output of using 'conv2()' on the same image using the same convolution shape.\r\n\r\nFor instance:\r\n\r\n  CONVOLUTION_SHAPE_FULL  = 1;\r\n  CONVOLUTION_SHAPE_SAME  = 2;\r\n  CONVOLUTION_SHAPE_VALID = 3;\r\n  \r\n  numRowsImage = 100;\r\n  numColsImage = 80;\r\n  \r\n  numRowsKernel = 7;\r\n  numColsKernel = 5;\r\n  \r\n  mI = rand(numRowsImage, numColsImage);\r\n  mH = rand(numRowsKernel, numColsKernel);\r\n  \r\n  maxThr = 1e-9;\r\n  \r\n  \r\n  %% Full Convolution\r\n  \r\n  convShape       = CONVOLUTION_SHAPE_FULL;\r\n  \r\n  numRowsOut = numRowsImage + numRowsKernel - 1;\r\n  numColsOut = numColsImage + numColsKernel - 1;\r\n  \r\n  mORef   = conv2(mI, mH, 'full');\r\n  mK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\r\n  mO      = reshape(mK * mI(:), numRowsOut, numColsOut);\r\n  \r\n  mE = mO - mORef;\r\n  assert(max(abs(mE(:))) \u003c maxThr);\r\n\r\nThe test case will examine all 3 modes.\r\nTry to solve it once with very clear code (No vectorization tricks) and then optimize.\r\n\r\nA good way to build the output sparse function is using:\r\n\r\n  mK = sparse(vRows, vCols, vVals, numElementsOutputImage, numElementsInputImage);\r\n\r\nLook for the documentation of `sparse()` function for more details.","description_html":"\u003cp\u003eIn this problem the challenge is to build the Matrix Form equivalent of the function `conv2()` of MATLAB.\u003c/p\u003e\u003cp\u003eThe function to be built will generate a sparse matrix `mK` which is the convolution matrix of the 2D Kernel 'mH' (Which is an input to the function).  \r\nThe input to the function is the 2D Kernel and dimensions of the image to apply the convolution upon and the shape of the convolution ('full', 'same', 'valid' as in 'conv2()').\u003c/p\u003e\u003cp\u003eThe output sparse matrix should match the output of using 'conv2()' on the same image using the same convolution shape.\u003c/p\u003e\u003cp\u003eFor instance:\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003eCONVOLUTION_SHAPE_FULL  = 1;\r\nCONVOLUTION_SHAPE_SAME  = 2;\r\nCONVOLUTION_SHAPE_VALID = 3;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003enumRowsImage = 100;\r\nnumColsImage = 80;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003enumRowsKernel = 7;\r\nnumColsKernel = 5;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emI = rand(numRowsImage, numColsImage);\r\nmH = rand(numRowsKernel, numColsKernel);\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emaxThr = 1e-9;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003e%% Full Convolution\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003econvShape       = CONVOLUTION_SHAPE_FULL;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003enumRowsOut = numRowsImage + numRowsKernel - 1;\r\nnumColsOut = numColsImage + numColsKernel - 1;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emORef   = conv2(mI, mH, 'full');\r\nmK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\r\nmO      = reshape(mK * mI(:), numRowsOut, numColsOut);\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emE = mO - mORef;\r\nassert(max(abs(mE(:))) \u0026lt; maxThr);\r\n\u003c/pre\u003e\u003cp\u003eThe test case will examine all 3 modes.\r\nTry to solve it once with very clear code (No vectorization tricks) and then optimize.\u003c/p\u003e\u003cp\u003eA good way to build the output sparse function is using:\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003emK = sparse(vRows, vCols, vVals, numElementsOutputImage, numElementsInputImage);\r\n\u003c/pre\u003e\u003cp\u003eLook for the documentation of `sparse()` function for more details.\u003c/p\u003e","function_template":"function [ mK ] = CreateImageConvMtx( mH, numRows, numCols, convShape )\r\n%Generates a Convolution Matrix for the 2D Kernel (The Matrix mH) with\r\n%support for different convolution shapes (Full / Same / Valid).\r\n% Input:\r\n%   - mH                -   Input 2D Convolution Kernel.\r\n%                           Structure: Matrix.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: (-inf, inf).\r\n%   - numRows           -   Number of Rows.\r\n%                           Number of rows in the output convolution\r\n%                           matrix.\r\n%                           Structure: Scalar.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: {1, 2, 3, ...}.\r\n%   - numCols           -   Number of Columns.\r\n%                           Number of columns in the output convolution\r\n%                           matrix.\r\n%                           Structure: Scalar.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: {1, 2, 3, ...}.\r\n%   - convShape         -   Convolution Shape.\r\n%                           The shape of the convolution which the output\r\n%                           convolution matrix should represent. The\r\n%                           options should match MATLAB's conv2() function\r\n%                           - Full / Same / Valid.\r\n%                           Structure: Scalar.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: {1, 2, 3}.\r\n% Output:\r\n%   - mK                -   Convolution Matrix.\r\n%                           The output convolution matrix. Multiplying in\r\n%                           the column stack form on an image should be\r\n%                           equivalent to applying convolution on the\r\n%                           image.\r\n%                           Structure: Matrix (Sparse).\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: (-inf, inf).\r\n% References:\r\n%   1.  MATLAB's 'convmtx2()' - https://www.mathworks.com/help/images/ref/convmtx2.html.\r\n% Remarks:\r\n%   1.  gf\r\n% TODO:\r\n%   1.  \r\n%   Release Notes:\r\n%   -   1.0.000     dd/mm/yyyy  firstName lastName\r\n%       *   First release version.\r\n% ----------------------------------------------------------------------------------------------- %\r\n\r\nCONVOLUTION_SHAPE_FULL  = 1;\r\nCONVOLUTION_SHAPE_SAME  = 2;\r\nCONVOLUTION_SHAPE_VALID = 3;\r\n\r\nswitch(convShape)\r\n    case(CONVOLUTION_SHAPE_FULL)\r\n        % Code for the 'full' case\r\n    case(CONVOLUTION_SHAPE_SAME)\r\n        % Code for the 'same' case\r\n    case(CONVOLUTION_SHAPE_VALID)\r\n        % Code for the 'valid' case\r\nend\r\n\r\n\r\nend\r\n\r\n","test_suite":"%% Testing\r\n\r\n\r\nCONVOLUTION_SHAPE_FULL  = 1;\r\nCONVOLUTION_SHAPE_SAME  = 2;\r\nCONVOLUTION_SHAPE_VALID = 3;\r\n\r\nmaxThr = 1e-9;\r\n\r\n\r\nfor numRowsImage = 28:32\r\n    for numColsImage = 28:32\r\n        \r\n        mI = rand(numRowsImage, numColsImage);\r\n        \r\n        for numRowsKernel = 3:7\r\n            for numColsKernel = 3:7\r\n                \r\n                mH = rand(numRowsKernel, numColsKernel);\r\n                \r\n                for convShape = 1:3\r\n                    \r\n                    switch(convShape)\r\n                        case(CONVOLUTION_SHAPE_FULL)\r\n                            numRowsOut = numRowsImage + numRowsKernel - 1;\r\n                            numColsOut = numColsImage + numColsKernel - 1;\r\n                            \r\n                            convShapeString = 'full';\r\n                        case(CONVOLUTION_SHAPE_SAME)\r\n                            numRowsOut = numRowsImage;\r\n                            numColsOut = numColsImage;\r\n                            \r\n                            convShapeString = 'same';\r\n                        case(CONVOLUTION_SHAPE_VALID)\r\n                            numRowsOut = numRowsImage - numRowsKernel + 1;\r\n                            numColsOut = numColsImage - numColsKernel + 1;\r\n                            \r\n                            convShapeString = 'valid';\r\n                    end\r\n                    \r\n                    mORef   = conv2(mI, mH, convShapeString);\r\n                    mK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\r\n                    mO      = reshape(mK * mI(:), numRowsOut, numColsOut);\r\n                    \r\n                    disp([' ']);\r\n                    disp(['Validating solution for the following parameters:']);\r\n                    disp(['Image Size - [', num2str(numRowsImage), ' x ', num2str(numColsImage), ']']);\r\n                    disp(['Kernel Size - [', num2str(numRowsKernel), ' x ', num2str(numColsKernel), ']']);\r\n                    disp(['Convolution Shape - ', convShapeString]);\r\n                    \r\n                    mE = mO - mORef;\r\n                    maxAbsDev = max(abs(mE(:)));\r\n                    if(maxAbsDev \u003e= maxThr)\r\n                        disp([' ']);\r\n                        disp(['Validation Failed']);\r\n                        disp([' ']);\r\n                    end\r\n                    assert(maxAbsDev \u003c maxThr);\r\n                    \r\n                end\r\n            end\r\n        end\r\n    end\r\nend\r\n            \r\n\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":6204,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":"2019-01-15T23:13:37.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2019-01-15T21:20:18.000Z","updated_at":"2019-01-15T23:13:37.000Z","published_at":"2019-01-15T21:20:18.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn this problem the challenge is to build the Matrix Form equivalent of the function `conv2()` of MATLAB.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function to be built will generate a sparse matrix `mK` which is the convolution matrix of the 2D Kernel 'mH' (Which is an input to the function). The input to the function is the 2D Kernel and dimensions of the image to apply the convolution upon and the shape of the convolution ('full', 'same', 'valid' as in 'conv2()').\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output sparse matrix should match the output of using 'conv2()' on the same image using the same convolution shape.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor instance:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[CONVOLUTION_SHAPE_FULL  = 1;\\nCONVOLUTION_SHAPE_SAME  = 2;\\nCONVOLUTION_SHAPE_VALID = 3;\\n\\nnumRowsImage = 100;\\nnumColsImage = 80;\\n\\nnumRowsKernel = 7;\\nnumColsKernel = 5;\\n\\nmI = rand(numRowsImage, numColsImage);\\nmH = rand(numRowsKernel, numColsKernel);\\n\\nmaxThr = 1e-9;\\n\\n%%Full Convolution\\n\\nconvShape       = CONVOLUTION_SHAPE_FULL;\\n\\nnumRowsOut = numRowsImage + numRowsKernel - 1;\\nnumColsOut = numColsImage + numColsKernel - 1;\\n\\nmORef   = conv2(mI, mH, 'full');\\nmK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\\nmO      = reshape(mK * mI(:), numRowsOut, numColsOut);\\n\\nmE = mO - mORef;\\nassert(max(abs(mE(:))) \u003c maxThr);]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe test case will examine all 3 modes. Try to solve it once with very clear code (No vectorization tricks) and then optimize.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA good way to build the output sparse function is using:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[mK = sparse(vRows, vCols, vVals, numElementsOutputImage, numElementsInputImage);]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eLook for the documentation of `sparse()` function for more details.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"}],"problem_search":{"errors":[],"problems":[{"id":2897,"title":"Image Series 3 Complementary","description":"Find the Complementary of image which is 8 bits gray scale image.\r\n\r\nEach pixel is converted to binary format in the image.\r\n\r\nAfter that take complementary of each pixel.\r\n\r\nIn the end output is converted to uint8.\r\n\r\n input(my photo)\r\n  Gray Scale image \r\n\r\n output is like \r\n \r\n\u003c\u003chttp://lh3.googleusercontent.com/-dCPx5CFfk-I/VMnqE2yCMCI/AAAAAAAAA1A/4t5Ca4zOhRc/w506-h416/abd1.jpg\u003e\u003e","description_html":"\u003cp\u003eFind the Complementary of image which is 8 bits gray scale image.\u003c/p\u003e\u003cp\u003eEach pixel is converted to binary format in the image.\u003c/p\u003e\u003cp\u003eAfter that take complementary of each pixel.\u003c/p\u003e\u003cp\u003eIn the end output is converted to uint8.\u003c/p\u003e\u003cpre\u003e input(my photo)\r\n  Gray Scale image \u003c/pre\u003e\u003cpre\u003e output is like \u003c/pre\u003e\u003cimg src = \"http://lh3.googleusercontent.com/-dCPx5CFfk-I/VMnqE2yCMCI/AAAAAAAAA1A/4t5Ca4zOhRc/w506-h416/abd1.jpg\"\u003e","function_template":"function out = image_complementary(image)\r\n  out=image;\r\nend\r\n","test_suite":"%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\n\r\no=[63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   63   63   63   63   63   63   63   63   64   64\r\n   62   62   62   62   62   62   62   62   62   62\r\n   62   62   62   62   62   62   62   62   62   62];\r\nassert(isequal(image_complementary(A(1:10,1:10)),o))\r\n\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\n\r\no=[62   62   62   62   62   62   62   63   63   63   63\r\n   62   62   62   62   62   62   62   62   62   62   62\r\n   63   63   63   63   63   63   63   62   62   62   62\r\n   63   63   63   63   63   63   63   62   62   62   62\r\n   64   64   64   64   64   64   64   63   63   63   63\r\n   64   64   64   64   64   64   64   64   64   64   64\r\n   64   64   64   64   64   64   64   65   65   65   65\r\n   65   65   65   65   65   65   65   65   65   65   65\r\n   65   65   65   65   65   65   65   65   65   65   65\r\n   65   65   65   65   65   65   65   65   65   65   65\r\n   66   66   66   66   66   66   66   66   66   66   66];\r\nassert(isequal(image_complementary(A(10:20,10:20)),o))\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\n\r\no=[133  122   85  117  125  192\r\n  134  151  100  120  162  211\r\n  144  179  110  126  177  206\r\n  155  174   88  118  150  195\r\n  155  162   86  146  165  213\r\n  166  172  110  162  162  193];\r\nassert(isequal(image_complementary(A(100:105,100:105)),o))\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":22216,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":31,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2015-01-29T08:12:08.000Z","updated_at":"2026-03-04T14:23:00.000Z","published_at":"2015-01-29T08:53:51.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/media/image1.png\"}],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFind the Complementary of image which is 8 bits gray scale image.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eEach pixel is converted to binary format in the image.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAfter that take complementary of each pixel.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn the end output is converted to uint8.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ input(my photo)\\n  Gray Scale image \\n\\n output is like]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"},{\"partUri\":\"/media/image1.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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\"}]}"},{"id":2195,"title":"Sum of the pixel values for the blue color","description":"Calculate the sum of the pixel values for the blue color, with a picture as an input.\r\nNOTE: The picture will be provided as a matrix of size Height*Width*Colors\r\nTo test your algorithm, you can import the picture to MATLAB with the command 'inputImage=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg')'; and introduce 'inputImage' in your algorithm. The output should be '54784197'\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.440001px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none; white-space: normal; \"\u003e\u003cdiv style=\"block-size: 461px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 332px 230.5px; transform-origin: 332px 230.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 10.5px; text-align: left; transform-origin: 309px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eCalculate the sum of the pixel values for the blue color, with a picture as an input.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 10.5px; text-align: left; transform-origin: 309px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eNOTE:\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e The picture will be provided as a matrix of size Height*Width*Colors\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 31.5px; text-align: left; transform-origin: 309px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eTo test your algorithm, you can import the picture to MATLAB with the command\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-style: italic; \"\u003e'inputImage=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg')';\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e and introduce 'inputImage' in your algorithm. The output should be '54784197'\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 329px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 309px 164.5px; text-align: center; transform-origin: 309px 164.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline\" 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\" data-image-state=\"image-loaded\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function y = sum_blue_pixels(x)\r\n  y = x;\r\nend","test_suite":"% Changed on 11-Jun-2024 to only test a built-in image...\r\n%%\r\npath_to_builtin_image = which(\"peppers.png\");\r\nimg = imread(path_to_builtin_image);\r\nassert(isequal(sum_blue_pixels(img), 11331211));\r\n% %\r\n% x=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg');\r\n% assert(isequal(sum_blue_pixels(x),54784197));\r\n% %\r\n% x=imread('http://grxworkshop.com/wp-content/uploads/2013/11/223-126-guggenheim-large.jpg');\r\n% assert(isequal(sum_blue_pixels(x),120866847));\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":9,"created_by":22877,"edited_by":26769,"edited_at":"2024-06-11T13:53:10.000Z","deleted_by":null,"deleted_at":null,"solvers_count":69,"test_suite_updated_at":"2024-06-11T13:53:10.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2014-02-18T13:35:31.000Z","updated_at":"2026-04-02T22:22:01.000Z","published_at":"2014-02-18T13:36:55.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCalculate the sum of the pixel values for the blue color, with a picture as an input.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eNOTE:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e The picture will be provided as a matrix of size Height*Width*Colors\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTo test your algorithm, you can import the picture to MATLAB with the command\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e'inputImage=imread('http://static0.therichestimages.com/wp-content/uploads/2014/02/san-sebastian.jpg')';\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e and introduce 'inputImage' in your algorithm. The output should be '54784197'\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"center\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"469\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"898\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"target\":\"/media/image1.JPEG\",\"relationshipId\":\"rId1\"}]},{\"partUri\":\"/media/image1.JPEG\",\"contentType\":\"image/JPEG\",\"content\":\"data:image/JPEG;base64,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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":46913,"title":"How many bytes an image requires from RAM?","description":null,"description_html":"\u003cdiv style = \"text-align: start; line-height: 20.44px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none solid rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 406.4px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 203.2px; transform-origin: 407px 203.2px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 62.4px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.2px; text-align: left; transform-origin: 384px 31.2px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eSeveral algorithms store compressed images at our computers; types such as FIG, JPG, or PNG help software to identify them. On the other hand, whenever we visualize an image on a display screen, it must be decompressed to its total size: displaying a compressed image is utterly incomprehensible to humans. Your task is to compute this total size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 62.4px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.2px; text-align: left; transform-origin: 384px 31.2px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eAn image total size in bits is calculated with the following formula: \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"81.5\" height=\"17.5\" style=\"width: 81.5px; height: 17.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e, in which \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"font-family: STIXGeneral, STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: rgb(0, 0, 0);\"\u003ew\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e is its width, \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"font-family: STIXGeneral, STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: rgb(0, 0, 0);\"\u003eh\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e is its height, \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"font-family: STIXGeneral, STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: rgb(0, 0, 0);\"\u003eδ\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e is its pixel depth, the number of bits used to store color intensity. Usually, image dimensions are easily obtained from any software, but its pixel depth is not always available. Nevertheless, it is easy to guess the latter since:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 80px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 40px; transform-origin: 404px 40px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eBlack-and-white (BW) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehave 1-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eGrayscale (L) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehave 8-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eRGB (colored) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehave 24-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10px; transform-origin: 404px 10px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eRGBA (transparency) images \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(170, 4, 249); border-block-start-color: rgb(170, 4, 249); border-bottom-color: rgb(170, 4, 249); border-inline-end-color: rgb(170, 4, 249); border-inline-start-color: rgb(170, 4, 249); border-left-color: rgb(170, 4, 249); border-right-color: rgb(170, 4, 249); border-top-color: rgb(170, 4, 249); caret-color: rgb(170, 4, 249); color: rgb(170, 4, 249); column-rule-color: rgb(170, 4, 249); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(170, 4, 249); text-decoration: none; text-decoration-color: rgb(170, 4, 249); \"\u003ehas 32-bit pixel depth.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 83.2px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 41.6px; text-align: left; transform-origin: 384px 41.6px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eCompute how many bytes an image requires from RAM, given its w, h, and a string informing the type of the image: BW, L, RGB, or RGBA. \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eMoreover, make the results more human-readable by showing them with units: bytes (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"15.5\" height=\"18.5\" style=\"width: 15.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e), KB (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"20.5\" height=\"18.5\" style=\"width: 20.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e), MB (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,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\" width=\"20.5\" height=\"18.5\" style=\"width: 20.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e), GB (\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"vertical-align:-5px\"\u003e\u003cimg src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACkAAAAlCAYAAADfosCNAAADN0lEQVRYR+3XWch2YxQG4OvPlDlTRIYTSaKUA0okISVTSmYyZp4yJnOmMlMOFJmnA0RyoJADSilJjogkHIhCmbtrPX/73737fb9hf399+Z6zd+/1Pute97rX/Tx7lWWwVi0DjFZAjtWl/y2Te+IyHFVMvoJb8U2P2S1xOXbC99gBd+OTfgfGZnIvXIdH8QWOwe14DRfi1wKwLR7Dt7gKv+EE3IQz8EEX6JggN8AVeBpfV5I8CzsH4vgCnpxh+kocjY8qdms8hR9wEX5pQMcEuTG26gBsOW7AATgV36GBWRcn4scKXKdkcXoP/FQLyib74zTsh93wLl7Hs5Vw1gBvjofwFp7Dv9gXb+MFXFKtbvukkCdLq/fNYjKijtjPH0ARvZ2D96agTKszGJvgNvxesUfi1dJk2t6e5/VJJZcAvAZ/5OGkdofBBByHe/EO/sTeuABHVLKI+2R81QOa/x9cujus3kVr0Wta24DcgUjh787/JxYwCeQ+uKdY/LwHILrLIDSGz8LjA2yuX629HocWyDAUHWa4JoE8pKSQyV/Nch9kfmfTL/HMQPI98BJ2xxptGYiPLT2Pz5CiMumLaneEfjPumjIYm+IRnDKgqz7WjfAAdqxW71LD98ZiB2fa1G5YDJ5bBaWoTO3QavHRXnSZQYpG+xaULt5Yw3Z419AX4pNdJnP05TSZtrYvDYbNtDk5L8bVPT/coqPvM/HTLAualnTn8skcZc2gE79NWc0/JZdMfWzoUuRZ9PtXbdyOxeg07IXlHKF34uzy49UYFsLksXiifDID0VYmPwnDQtb7+BRv4sMC2i1+u2p/AOeCkeJjeYldQz7zBZmWxB7id7kYtAvDjI4v7vV8QDYtHYQMTapfK2s+IONvuUrFyPsmv6Rg5woyxp0T4tq1DTDVzwVkA5gLx8dLStnA5rNA7lq2EI8buvGsV9PY7GX0OqaBbJbwYN+3OihyapyHHHE575dkDYHMR9H9eLGuapOSb1aeGCO+pXflGhXsJJDtNGhfe9MS5nOg+50yKri2WR9k2Hm4bjhzSfhyXb9+nkvwQmNmDc5C9x31fysgx6JzhckVJsdiYKx9loUm/wOwnrImUJejJAAAAABJRU5ErkJggg==\" width=\"20.5\" height=\"18.5\" style=\"width: 20.5px; height: 18.5px;\"\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e) rounded to 2 decimal places. There must be at least a non-zero integer value to display it in some units, you should always use the greatest unit possible, and data cannot be stored in less than 1 byte (8 bits).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 20.8px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.4px; text-align: left; transform-origin: 384px 10.4px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-style: italic; font-weight: 700; \"\u003eNext:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 20.8px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.4px; text-align: left; transform-origin: 384px 10.4px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/46973-how-many-bytes-an-audio-requires-from-ram\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHow many bytes an audio requires from RAM? Problem 46973\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 20.8px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.4px; text-align: left; transform-origin: 384px 10.4px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-style: italic; \"\u003eHow many bytes a video requires from RAM?\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function y = image_size(w,h,t)\r\n  y = w/h/t;\r\nend","test_suite":"%% anti-hacking\r\n\r\nfiletext = fileread('image_size.m');\r\nassert(isempty(strfind(filetext, 'eval')),       'eval is forbidden.');\r\nassert(isempty(strfind(filetext, 'str2num')),    'str2num is forbidden.');\r\nassert(isempty(strfind(filetext, 'fopen')),      'fopen is forbidden.');\r\nassert(isempty(strfind(filetext, 'regexp')),     'regexp is forbidden.');\r\nassert(isempty(strfind(filetext, '!')),          'Shell commands are forbidden.');\r\nassert(isempty(strfind(filetext, 'mlock')),      'mlock is forbidden.');\r\nassert(isempty(strfind(filetext, 'munlock')),    'munlock is forbidden.');\r\n\r\n%%\r\nw = 3; \r\nh = 4;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '2.00 bytes'));\r\n%%\r\nw = 25; \r\nh = 25;\r\nt = 'L';\r\nassert(strcmp(image_size(w, h, t), '625.00 bytes'));\r\n%%\r\nw = 11; \r\nh = 13;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '429.00 bytes'));\r\n%%\r\n% 720p resolution\r\nw = 1280; \r\nh = 720;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '112.50 KB'));\r\n%%\r\n% 720p resolution\r\nw = 1280;\r\nh = 720;\r\nt = 'L';\r\nassert(strcmp(image_size(w, h, t), '900.00 KB'));\r\n%%\r\n% 720p resolution\r\nw = 1280;\r\nh = 720;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '2.64 MB'));\r\n%%\r\n% 720p resolution\r\nw = 1280;\r\nh = 720;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '3.52 MB'));\r\n%%\r\nw = 1925;\r\nh = 1083;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '254.49 KB'));\r\n%%\r\nw = 2000;\r\nh = 1007;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '245.85 KB'));\r\n%%\r\nw = 1117;\r\nh = 1050;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '143.17 KB'));\r\n%%\r\n% UHD resolution\r\nw = 3840;\r\nh = 2160;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '23.73 MB'));\r\n%%\r\n% 4K resolution\r\nw = 4096;\r\nh = 2160;\r\nt = 'L';\r\nassert(strcmp(image_size(w, h, t), '8.44 MB'));\r\n%%\r\n% 8K resolution\r\nw = 7680;\r\nh = 4320;\r\nt = 'BW';\r\nassert(strcmp(image_size(w, h, t), '3.96 MB'));\r\n%%\r\n% 16K resolution \r\nw = 15360;\r\nh = 8640;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '506.25 MB'));\r\n%%\r\n% 32K resolution \r\nw = 30720;\r\nh = 17280;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '1.48 GB'));\r\n%%\r\n% 32K resolution \r\nw = 30720;\r\nh = 17280;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '1.98 GB'));\r\n%%\r\n% 64K resolution \r\nw = 61440;\r\nh = 34560;\r\nt = 'RGB';\r\nassert(strcmp(image_size(w, h, t), '5.93 GB'));\r\n%%\r\n% 64K resolution \r\nw = 61440;\r\nh = 34560;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '7.91 GB'));\r\n%%\r\n% 128K resolution \r\nw = 122880;\r\nh = 69120;\r\nt = 'RGBA';\r\nassert(strcmp(image_size(w, h, t), '31.64 GB'));","published":true,"deleted":false,"likes_count":0,"comments_count":1,"created_by":443343,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":15,"test_suite_updated_at":"2020-10-26T20:23:26.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2020-10-18T16:39:34.000Z","updated_at":"2026-03-24T11:49:13.000Z","published_at":"2020-10-18T19:36:52.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSeveral algorithms store compressed images at our computers; types such as FIG, JPG, or PNG help software to identify them. On the other hand, whenever we visualize an image on a display screen, it must be decompressed to its total size: displaying a compressed image is utterly incomprehensible to humans. Your task is to compute this total size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAn image total size in bits is calculated with the following formula: \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003es = w*h*\\\\delta\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e, in which \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003ew\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e is its width, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003eh\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e is its height, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e\\\\delta\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e is its pixel depth, the number of bits used to store color intensity. Usually, image dimensions are easily obtained from any software, but its pixel depth is not always available. Nevertheless, it is easy to guess the latter since:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[Black-and-white (BW) images have 1-bit pixel depth.\\nGrayscale (L) images have 8-bit pixel depth.\\nRGB (colored) images have 24-bit pixel depth.\\nRGBA (transparency) images has 32-bit pixel depth.]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eCompute how many bytes an image requires from RAM, given its w, h, and a string informing the type of the image: BW, L, RGB, or RGBA. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003eMoreover, make the results more human-readable by showing them with units: bytes (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{0}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e), KB (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{10}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e), MB (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{20}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e), GB (\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"equation\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"displayStyle\\\" w:val=\\\"false\\\"/\u003e\u003c/w:customXmlPr\u003e\u003cw:r\u003e\u003cw:t\u003e2^{30}\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e) rounded to 2 decimal places. There must be at least a non-zero integer value to display it in some units, you should always use the greatest unit possible, and data cannot be stored in less than 1 byte (8 bits).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eNext:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/46973-how-many-bytes-an-audio-requires-from-ram\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHow many bytes an audio requires from RAM? Problem 46973\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eHow many bytes a video requires from RAM?\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":1368,"title":"Create an 8-color version of an image","description":"This problem was inspired by a tweet I saw from @MATLAB regarding \u003chttp://www.mathworks.com/matlabcentral/fileexchange/37816-the-warholer?s_eid=PSM_3808 The Warholer\u003e.\r\n\r\nGiven an MxNx3 array (A) representing an image and a threshold for each channel (r/g/b), generate a new array (B) whose elements are 255 if greater than the threshold for that channel or 0 otherwise. This means the new \"image\" will only have 8 colors.\r\n\r\nYou may assume that the inputs are on the interval [0,255].\r\n\r\n\r\n\r\n","description_html":"\u003cp\u003eThis problem was inspired by a tweet I saw from @MATLAB regarding \u003ca href = \"http://www.mathworks.com/matlabcentral/fileexchange/37816-the-warholer?s_eid=PSM_3808\"\u003eThe Warholer\u003c/a\u003e.\u003c/p\u003e\u003cp\u003eGiven an MxNx3 array (A) representing an image and a threshold for each channel (r/g/b), generate a new array (B) whose elements are 255 if greater than the threshold for that channel or 0 otherwise. This means the new \"image\" will only have 8 colors.\u003c/p\u003e\u003cp\u003eYou may assume that the inputs are on the interval [0,255].\u003c/p\u003e","function_template":"function B = warholer(A,t)\r\n  B = A;\r\nend","test_suite":"%%\r\nA = randi([51 255],[600 800 3]);\r\nt = [0 25 50];\r\nB = warholer(A,t);\r\nassert(all(B(:)==255))\r\n\r\n%%\r\nA = randi(100,[800 600 3]);\r\nt = [100 255 100];\r\nB = warholer(A,t);\r\nassert(all(B(:)==0))\r\n\r\n%%\r\nA = zeros(200,200,3);\r\nt = randi(255,1,3);\r\nB = warholer(A,t);\r\nassert(all(B(:)==0))\r\n\r\n%%\r\nA = 255*ones(100,100,3);\r\nt = randi(254,1,3);\r\nB = warholer(A,t);\r\nassert(all(B(:)==255))\r\n\r\n%%\r\nA(:,:,1) = randi([0 120],[480 320]);\r\nA(:,:,2) = randi([80 200],[480 320]);\r\nA(:,:,3) = randi([160 240],[480 320]);\r\nt = [150 50 150];\r\nB = warholer(A,t);\r\nassert(all(all(B(:,:,1)==0)))\r\nassert(all(all(B(:,:,2)==255)))\r\nassert(all(all(B(:,:,3)==255)))\r\n\r\n%%\r\nA(:,:,1) = randi([0 100],[480 320]);\r\nA(:,:,2) = randi([80 180],[480 320]);\r\nA(:,:,3) = randi([100 240],[480 320]);\r\nt = [180 60 250];\r\nB = warholer(A,t);\r\nassert(all(all(B(:,:,1)==0)))\r\nassert(all(all(B(:,:,2)==255)))\r\nassert(all(all(B(:,:,3)==0)))\r\n\r\n%%\r\nA(:,:,1) = magic(5)*10;\r\nA(:,:,2) = spiral(5)*10;\r\nA(:,:,3) = toeplitz(1:5)*50;\r\nt = [159 99 149];\r\nB_correct(:,:,1) = [255 255 0   0   0;\r\n                    255 0   0   0   255;\r\n                    0   0   0   255 255;\r\n                    0   0   255 255 0;\r\n                    0   255 255 0   0];\r\nB_correct(:,:,2) = [255 255 255 255 255;\r\n                    255 0   0   0   255;\r\n                    255 0   0   0   255;\r\n                    255 0   0   0   255;\r\n                    255 255 255 255 255];\r\nB_correct(:,:,3) = [0   0   255 255 255;\r\n                    0   0   0   255 255;\r\n                    255 0   0   0   255;\r\n                    255 255 0   0   0;\r\n                    255 255 255 0   0];\r\nassert(isequal(warholer(A,t),B_correct))\r\n","published":true,"deleted":false,"likes_count":4,"comments_count":0,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":62,"test_suite_updated_at":"2013-08-05T02:37:21.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2013-03-20T23:26:39.000Z","updated_at":"2026-03-31T14:55:47.000Z","published_at":"2013-08-05T02:37:21.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis problem was inspired by a tweet I saw from @MATLAB regarding\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"http://www.mathworks.com/matlabcentral/fileexchange/37816-the-warholer?s_eid=PSM_3808\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eThe Warholer\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven an MxNx3 array (A) representing an image and a threshold for each channel (r/g/b), generate a new array (B) whose elements are 255 if greater than the threshold for that channel or 0 otherwise. This means the new \\\"image\\\" will only have 8 colors.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYou may assume that the inputs are on the interval [0,255].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":685,"title":"Image Processing 2.1.1 Planck Integral","description":"Integrate the Planck function in Lambda (um) at T (K) accurately and quickly to find Radiance for a Lambertian source.\r\n\r\nPlanck  Me(Lambda,T) =c1'/Lambda^4/(e^(c2/(Lambda*T))-1) ph sec^-1 cm^-2 um^-1\r\n\r\nc1'=1.88365e23; % sec^-1 cm^-2 micron^3\r\n\r\nc2=1.43879e4;  % micron K\r\n\r\nMe = integral ( Me(Lambda,T) ) at T over a range of Lambda\r\n\r\nRadiance  :    L = Me/pi in units of ph sec^-1 m^-2\r\n\r\nInput:  (3.0 5.0 250)  : From 3um to 5um at 250K\r\n\r\nOutput:  4.9612 E+018  : units ph/sec/m^2/ster\r\n\r\nPerformance Rqmts: \r\n\r\nAccuracy: \u003c0.001% error\r\n\r\nTime: \u003c100 msec (using cputime function)\r\n\r\n\r\nCorollary problem will include spectral transmission and emissivity.\r\n\r\n\r\nIR Calibration Reference:\r\n\r\n\u003chttp://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\u003e","description_html":"\u003cp\u003eIntegrate the Planck function in Lambda (um) at T (K) accurately and quickly to find Radiance for a Lambertian source.\u003c/p\u003e\u003cp\u003ePlanck  Me(Lambda,T) =c1'/Lambda^4/(e^(c2/(Lambda*T))-1) ph sec^-1 cm^-2 um^-1\u003c/p\u003e\u003cp\u003ec1'=1.88365e23; % sec^-1 cm^-2 micron^3\u003c/p\u003e\u003cp\u003ec2=1.43879e4;  % micron K\u003c/p\u003e\u003cp\u003eMe = integral ( Me(Lambda,T) ) at T over a range of Lambda\u003c/p\u003e\u003cp\u003eRadiance  :    L = Me/pi in units of ph sec^-1 m^-2\u003c/p\u003e\u003cp\u003eInput:  (3.0 5.0 250)  : From 3um to 5um at 250K\u003c/p\u003e\u003cp\u003eOutput:  4.9612 E+018  : units ph/sec/m^2/ster\u003c/p\u003e\u003cp\u003ePerformance Rqmts:\u003c/p\u003e\u003cp\u003eAccuracy: \u0026lt;0.001% error\u003c/p\u003e\u003cp\u003eTime: \u0026lt;100 msec (using cputime function)\u003c/p\u003e\u003cp\u003eCorollary problem will include spectral transmission and emissivity.\u003c/p\u003e\u003cp\u003eIR Calibration Reference:\u003c/p\u003e\u003cp\u003e\u003ca href=\"http://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\"\u003ehttp://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\u003c/a\u003e\u003c/p\u003e","function_template":"function Radiance = Calc_Radiance(Lo,Hi,T)\r\n% Lo wavelength um\r\n% Hi wavelength um\r\n% T  Blackbody Temperature (K)\r\n\r\n  Radiance = T;\r\nend","test_suite":"%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\nlo=3.0;\r\nhi=5.0;\r\nT=250.0;\r\n% Radiance = 4.96124998 e18 ph/m2/sec/ster\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\nrad_correct = 4.96124998e18; % ph/m2/sec/ster\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))\r\n%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\nlo=3.0;\r\nhi=5.0;\r\nT=300.0;\r\n% Radiance = 4.1826971 e19 ph/m2/sec/ster\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\nrad_correct = 4.1826971e19; % ph/m2/sec/ster\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))\r\n%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\nlo=8.0;\r\nhi=12.0;\r\nT=280.0;\r\n% Radiance = 1.37122128 e21 ph/m2/sec/ster\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\nrad_correct = 1.37122128e21; % ph/m2/sec/ster\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))\r\n%%\r\n% Input: BB Temp, Lo Wavelength, Hi Wavelength, Integration steps\r\n% Output radiance in ph/m2/sec/ster\r\n% Nominal steps of 1000 yields accuracy and timeliness\r\n\r\n% Add random to block answer writers\r\nlo=3.0+rand\r\nhi=5.0+rand\r\nT=250.0;\r\n% Radiance = To be calculated ph/m2/sec/ster\r\n\r\nc1p=1.88365e23; % sec^-1cm^-2micron^3\r\nc2=1.43879e4;  % micron K\r\nsteps=1000;\r\n\r\nx=lo:(hi-lo)/steps:hi;\r\n\r\n% Planck Vectorized for Trapz\r\ny=1e8./(x.^4.*(exp(c2./(x.*T))-1));\r\n% Leading 1e8 is for numerical processing accuracy\r\n\r\nz=trapz(x,y);\r\nrad_correct=z*1e4*c1p/pi()/1e8 % 1e4 normalizes from cm-2 to m-2\r\n\r\nts=cputime;\r\nrad_entry=Calc_Radiance(lo,hi,T)\r\ntc=cputime;\r\ndt=1000*(tc-ts) % Processing Time in ms\r\n\r\ntol=.00001;\r\nPass=rad_entry\u003erad_correct*(1- tol) \u0026 rad_entry\u003crad_correct*(1+ tol) \u0026 dt\u003c100;\r\n\r\nassert(isequal(Pass,1))","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2012-05-14T04:31:21.000Z","updated_at":"2025-12-10T03:26:46.000Z","published_at":"2012-05-14T05:39:19.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIntegrate the Planck function in Lambda (um) at T (K) accurately and quickly to find Radiance for a Lambertian source.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlanck Me(Lambda,T) =c1'/Lambda^4/(e^(c2/(Lambda*T))-1) ph sec^-1 cm^-2 um^-1\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ec1'=1.88365e23; % sec^-1 cm^-2 micron^3\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ec2=1.43879e4; % micron K\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eMe = integral ( Me(Lambda,T) ) at T over a range of Lambda\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eRadiance : L = Me/pi in units of ph sec^-1 m^-2\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eInput: (3.0 5.0 250) : From 3um to 5um at 250K\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutput: 4.9612 E+018 : units ph/sec/m^2/ster\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePerformance Rqmts:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAccuracy: \u0026lt;0.001% error\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTime: \u0026lt;100 msec (using cputime function)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCorollary problem will include spectral transmission and emissivity.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIR Calibration Reference:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"http://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ehttp://austin-speaks.com/FTP/Microchip%20C/Field%20Guide%20for%20IR%20Systems%20Design.pdf\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":2889,"title":"İmage Series 1 OR","description":"Given two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example \r\n\r\nfirst input is 4 if we convert it binary  we get 00000100\r\n\r\nalso each pixsel is converted to binary format in the image\r\n\r\n00000100 (OR) image(binary format)  which produce output image that is the binary format\r\n\r\nin the end output is converted to uint8.\r\n","description_html":"\u003cp\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/p\u003e\u003cp\u003efirst input is 4 if we convert it binary  we get 00000100\u003c/p\u003e\u003cp\u003ealso each pixsel is converted to binary format in the image\u003c/p\u003e\u003cp\u003e00000100 (OR) image(binary format)  which produce output image that is the binary format\u003c/p\u003e\u003cp\u003ein the end output is converted to uint8.\u003c/p\u003e","function_template":"function out = image_or(image,number)\r\n  out=image | number;\r\nend","test_suite":"%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=12;\r\nd=[12\r\n   13\r\n   14\r\n   15\r\n   28\r\n   29\r\n   30\r\n   31\r\n   44\r\n   45\r\n   46\r\n   47\r\n   60\r\n   61\r\n   62\r\n   63\r\n   76\r\n   77\r\n   78\r\n   79\r\n   92\r\n   93\r\n   94\r\n   95\r\n  108\r\n  109\r\n  110\r\n  111\r\n  124\r\n  125\r\n  126\r\n  127\r\n  140\r\n  141\r\n  142\r\n  143\r\n  156\r\n  157\r\n  158\r\n  159\r\n  172\r\n  173\r\n  174\r\n  175\r\n  188\r\n  189\r\n  190\r\n  191\r\n  204\r\n  205\r\n  206\r\n  207\r\n  220\r\n  221\r\n  222\r\n  223\r\n  236\r\n  238\r\n  239];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=190;\r\nd=[190\r\n  191\r\n  254\r\n  255];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=191;\r\nd=[191\r\n  255];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=uint8([ones(3,3) zeros(3,3)]);\r\ng=60;\r\nd=[60\r\n   61];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n%%\r\nA=uint8(magic(8));\r\ng=60;\r\nd=[60\r\n   61\r\n   62\r\n   63\r\n  124];\r\nassert(isequal(unique(image_or(A,g)),d))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":22216,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":22,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2015-01-28T12:53:09.000Z","updated_at":"2026-01-19T17:54:45.000Z","published_at":"2015-01-29T08:52:51.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003efirst input is 4 if we convert it binary we get 00000100\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ealso each pixsel is converted to binary format in the image\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e00000100 (OR) image(binary format) which produce output image that is the binary format\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ein the end output is converted to uint8.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":2896,"title":"İmage Series 2 AND","description":"Given two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example \r\n\r\nfirst input is 4 if we convert it binary  we get 00000100\r\n\r\nalso each pixsel is converted to binary format in the image\r\n\r\n00000100 \u0026 image(binary format)  which produce output image that is the binary format\r\n\r\nin the end output is converted to uint8.","description_html":"\u003cp\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/p\u003e\u003cp\u003efirst input is 4 if we convert it binary  we get 00000100\u003c/p\u003e\u003cp\u003ealso each pixsel is converted to binary format in the image\u003c/p\u003e\u003cp\u003e00000100 \u0026 image(binary format)  which produce output image that is the binary format\u003c/p\u003e\u003cp\u003ein the end output is converted to uint8.\u003c/p\u003e","function_template":"function out = image_and(image,number)\r\n  out=image \u0026 number;\r\nend\r\n\r\n","test_suite":"A=uint8(magic(8));\r\ng=6;\r\nd=[ 0\r\n    2\r\n    4\r\n    6]\r\nassert(isequal(unique(image_and(A,g)),d))\r\n%%\r\n%test 2\r\n\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\nA=A(3:20,40:45);\r\ng=12;\r\nd=[ 0\r\n    4\r\n    8\r\n    12]\r\nassert(isequal(unique(image_and(A,g)),d))\r\n\r\n%%\r\n%test 3\r\n\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=255;\r\nd=A;\r\nassert(isequal(image_and(A,g),d))\r\n\r\n\r\n%%\r\n%test 4\r\nA=imread('http://www.mathworks.com/matlabcentral/profiles/3374772.jpg');\r\nA=rgb2gray(A);\r\ng=0;\r\nd=0*A;\r\nassert(isequal(image_and(A,g),d))","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":22216,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":23,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2015-01-29T07:42:22.000Z","updated_at":"2026-01-13T14:52:15.000Z","published_at":"2015-01-29T08:53:25.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven two input first one is a number which is uint8, second one is image which is 8 bit gray scale image, the image has pixsels which are also uint8 for example\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003efirst input is 4 if we convert it binary we get 00000100\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ealso each pixsel is converted to binary format in the image\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e00000100 \u0026amp; image(binary format) which produce output image that is the binary format\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ein the end output is converted to uint8.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58936,"title":"Find the 2023 Russian Lunar Lander (LUNA-25)","description":"Locate the LUNA-25, 2023 Russian Lander, by comparing Pre and Post-Landing Lunar images. \r\nGive the [row,col] of the approximate center of the lander.  The images are cropped/aligned to +/- 1 pixel at center.\r\n[RUr,RUc]=LunarLander(Base,PostLanding)\r\n \r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 633px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 316.5px; transform-origin: 407px 316.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 301.5px 8px; transform-origin: 301.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eLocate the LUNA-25, 2023 Russian Lander, by comparing Pre and Post-Landing Lunar images. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 358.5px 8px; transform-origin: 358.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGive the [row,col] of the approximate center of the lander.  The images are cropped/aligned to +/- 1 pixel at center.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 138px 8px; transform-origin: 138px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e[RUr,RUc]=LunarLander(Base,PostLanding)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 513px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 256.5px; text-align: left; transform-origin: 384px 256.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 144px;height: 140px\" 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\" data-image-state=\"image-loaded\" width=\"640\" height=\"362\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [RUr,RUc]=LunarLander(Base,Landing)\r\n  RUr=0;\r\n  RUc=0;\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='Crash-site.png';\r\n %https://drive.google.com/file/d/1T-4qozYHVn6DBlQCsjmymeQW1GSbu3wq/view?usp=sharing\r\n url='https://drive.google.com/file/d/1T-4qozYHVn6DBlQCsjmymeQW1GSbu3wq/view?usp=sharing';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 244KB Time: %.1f  sec\\n\\n',toc); %244KB download Time, about 1 sec\r\n \r\n cs=imread('Crash-site.png');\r\n cs=cs(:,:,1); % PNG is greyscale so need only 1 layer\r\n figure;imagesc(cs);\r\n axis equal;axis tight;xticks([]);yticks([]);colormap gray\r\n cs(1:31,:)=[]; %Croppings White/Labels\r\n cs(311:end,:)=[];\r\n cs(:,1:2)=[];\r\n cs(:,end-1:end)=[];\r\n\r\n Base=cs(1:end-1,16:317); %Aligned Images Extraction    \r\n RU25=cs(2:end,320:621); \r\n \r\n [RUr,RUc]=LunarLander(Base,RU25);\r\n fprintf('Predicted Landing Site: %i  %i\\n',RUr,RUc);\r\n \r\n delta=RU25(RUr-5:RUr+5,RUc-5:RUc+5)-Base(RUr-5:RUr+5,RUc-5:RUc+5)\r\n\r\n valid=max(delta(:))\u003e175;\r\n \r\n figure;imagesc( conv2(double(RU25(:,:)-Base(:,:)),ones(3)/9,'same') )\r\n axis equal;axis tight;xticks([]);yticks([]);colormap jet\r\n \r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":1,"comments_count":3,"created_by":3097,"edited_by":3097,"edited_at":"2023-09-02T02:37:34.000Z","deleted_by":null,"deleted_at":null,"solvers_count":5,"test_suite_updated_at":"2023-09-02T02:37:34.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2023-09-01T17:14:45.000Z","updated_at":"2023-09-02T02:37:47.000Z","published_at":"2023-09-01T18:01:02.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eLocate the LUNA-25, 2023 Russian Lander, by comparing Pre and Post-Landing Lunar images. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGive the [row,col] of the approximate center of the lander.  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d39xCx4tm0rT6021nAUzKZ9jmIF+TPJeo5bNChU0TGcUs3xykm0YgWIq3DGQY3pvmwJmDLjiJvJnEWChlKlRqNeVO58/rleh8vF12AQVCvVdvvs5vo2Bs5ozVgey0hn3LcI0+GN0A1FTpcrEfEVWfRlgADJAvVLsCb0Qgwn5NFpGqPYB0en4eabJmWWyaE4RLq5DZr79Mz8xMfmVAOWU8ewc7avJDebTP9rUlzub6uhYea8TPcjI+9TNNMWTJBE0vF4onAJleP1VwAazGelYSAI43HzZ0hRUwutHgQPHqqgjyAeinj2BfqI4k0vXnyCQr1IhIJKwYPaGmKym03Xb2bbSyCXsJmZ/b7fNxGR28kyoqQo9e3d4/T55ehwcHkxTBM7vjmrK/0617PZO8XRQZb193fPT3swNWNTVPVjvkSzUZfu3uDn+1N2SyGfSSWt0RuNB8otVrxeUSLWrYcsPKw18gNCr4EVBWTUkKyDy8pN1dpMJtM0peur0f3DU57nGIC6+j0ZHhOlzQpsUrO3mSUCstSXERElA59wP/AKsA4pTLoqipu/L6VIYiksKghVbFyB+ZMJAfQzhrE6KOcZYR2MvL1yBBbnZ4eCEHSaqvChmFcBMmrV4i3YQBPfao7Gbt0JfBWaxhwuLXI2ijtsCsAiz80Q8K2E2RmZsOSFA233rS5bJHEGTggqx9Z/AYgwm5aGgSAM7+aDVFOLl6iUphdzqOSkB5GCiB68+dOtUMRaqRKCYimKJk0amzUb350N9ppclpndZ553rCyNU2FfXoWTSeRs8cHg/OK01zLZepUn38udtht068eHWXffWxfi42txc92fvRcvr8Jgjm2wUiCmSACKNIbsSL8PjRhT6b6kxvwjslH/hs645vhrDIdn4VFwOxqP7saYa7pSpGCyLHH32clxGBz6T9MIPUiXuWWavt97juYqY1q7tovs8mtDNQRMPuY6VCAAqG1iC/Yo4cTQMCouBRDHQjLv7H3OE1WtKoeIMO5yVuKJLN7u1Rl08N/MGdo0NFjkDpjxk9UbyBvk6yZ9qNRUq3nH88sMkW5FBFLZTI9VvVYFs6Uql0Zk5R30t512HE/1hUYBRJGAiTQa9QFUw/4E4MHqcRqGwaiduAUKpCgQKtEKuoAUIc7AgrgDOwM7KydAXIQjlIGLNEMk1BQIbpNGSWlqO3yfXbNbkZ7j98vSr8/eyVm3F1xeHPDvZDErvQ5z6Fa9UvudPZA+QC1kEU2yIp5D9BYVG38s+33vh6vtXXeecYAAik/0dmb9VRrqY7JyoUgJ4wKgfl1/mM9izTMDX/qHwcvz0+3NtYMQyP3D42j0Tp0dqlunwQl+kkynp8NzQt40945SnoVhGEVjyjzI+m6r7QcDUee/0gfzWFcJdFAtQkBc7HSNXOquTUw4xuxX5RweMv5CAS47uLqry+N08kpWMSUtSv8DoR1KbdREgEoWWYJsxvW22RzGCxB234EbcFRdNhs1Yfj0MIUScwY+pTCSCL0do5GURV5XpRYb26nl2mVtKc0ABKoOxZT8CcCU+aw0DARhPG6zTUzTEFNSlSiCCN7VR/AmCB716FHwpXwGb57FkxdBixdtKKXoxtqkSSSabJydidTrnnbn32++b1mvtw686TqrP4UUk7CqvkxWdczS4BVci+va9f346laMos9onr2K7s1dmubM8xzXa3cslsQRgWux5aK1SSWpFgqYjbQ3qvfIZDYmUw6LEc7l2enJ8dFhGA4fnwbT6cflxXm/7wNy1OBqlEqt6xzafWd7DeMmk3n8/jbZ39v0PBuao8xG37NnruVi+JCJAW9bLVAjddEYZZgn3XD+iZsaLcQlXCkx0LJ2A9syXzQ1DOD+pR/srvgbUgV08RXxp5XJu24RiUnn0ZHWSBdJKErjqMhTjVjQsKrmhs1QFUNZB1sHy5aLzGM5ZEwNKp2YSdWv/gSwd1VlIE1/BWDKbFYihqEo3HaSNMPYTlFkVoIMyiz8QcSHcCcufAVx78a1+DK+g0/gRhRR8R8ZR9SOpg5tbDtpvbmJ6AuEcHPvOee7ITxoE0alTEX8VrkcKhyLeCTSKAxHZfWVgS81r25FJ5Ae82Tpez7t9aYooVGbvfSH4nOACmvkzYrGf5z4zUQ2TYDCQeStlP1MUSpfXVm4f3gSScoYAYmYn5s92N/b3tk1mRFU1QDsyenF4tJaFLY2N7pb693p8OymSblP6zrTlVDjx8tjx8lr+VyoAA7vzCy/D67BRXRBgbrQO01ohedpBZP5d6p05KE6Q3uN86NDRyXITHo0h693OFvELqMsDJsA/LfUQN53KA9VkaFokVqvuxCctBcS8APdoDU2n56zMeETYFLYOl7y0S9LaWunG6iBt1WWqwkrgCaRDl2Dfq7zI4BY2NjYHj25/eXLx9fPH6mqaLEyMN25cVmQmwvYIgAW/QJ8An6Owtdvf7py/4ediaAUH+fvv+yqikLvP37/x8j56PHdf3+/MjAgjfz+g4/WwME/UHOWATSRAe5IMglKq79/cgWYgcBtfWZOLr4rV268ePFaWUWBnY3t8+cvmhrK5mZGFy5c/fkLOkfFzsbO9P+znDRTQ0N+ZIjY+VOHM8u3n7n2DtTLYmIDJ3Cgr/5JKhj//fn19asnTMBC+g9oGB6YyUElM3jgHzpPAakNWLmY/zL8/fsFnLqB4j8ZgQEN7PeAmw9AD/z5/RNacjDANEGKfGhjDzxFBZvoAw21QGspyKABI7StC2lDQqtsBnBe/Pvj4wtwZxSUBL58fs0AK2khFfZ/xl+M0DTyH9In+8fwC1qfgHsSAAHEnJ6R/vTl01+//6mq6715+/rJk+ffP3+VkhQFyvGwczCycIqKi0lJ8j35wSgvwMnBzvbp0wd+PoE37779ZxA8e3Trq+d3oHOY4JYOK7AqZ+f4DW6PwvopTOCa4C806/37++PzG+hUBQj8NTQ0EhXlnzx9gaGBDrDR8ez5K1ZW1qBAb1NTg6vXbrGzMTMz/uHm4v7y5cuVqzdfvf4hIsTY2LX/9IW3kNoC3l4GzXH8/vHj6wdwT+j/t8+vQaMN/xFtHHDcg8IPGHA/v30C908h41v/waOR0P49I2woiBHeP4aUEpDBLVgb/T9kKBBs4t/f38DZ6C+okwAuxkG9ddiYG6yHzQRqQYDb+uBRNFBpDJ7M/Q/rz0BJePSCKy1g444ZPFzNCp7t/A8QQMzOjlbP79/jZGbX0TcXEpIA9k6AFcaj5y+AvTQJCam3P35///7z8dNXAhxsPOxs337/U1ZSYmPhePj017dPP4/tW/7z5xd4VQwuc4GhzQHsHsEHSRnA/X9IMoPEIqSbBbSbg4MLmHUunD9ja2t99eqdAD8Pfj7e/glz9+47LMDP//HTp6BAXxs9FidTLh11gRcf+AX5WbZu2enqrLZ3/+03bz5C5iD+QyoScDvtz69vf/9CJtv+g7s4QHtZwbn+HzuP+F9gJ/T/X0jKYgT3q0DdZ1be/39gg4QMDEjjF6CxVegcCDQTQEZmmGB9Xab/sLYjI6y0hfSmwWL//iMnASCDhUNM0ZqDjevbl2dAF7KwC4O7HD9gXXFgLLIys/GA2ln/4d1pFrCB4PwHy6cAAZi0ep6GYSAaxzQoCSEpoerQKhJTOrGxMCGxof4NfmLFgGBhga0KqiI+pIqWslB3oo7TOpjzkRjWWIqUvHt3794zPU77VSnC6BBUhOfulaJQlM7nbwChv++vt9vnl3fON/qFu94gHay/xHgy68T9p8e7SXaL9GoaILGh0SFatmV8N/IvjTBWNzrZYRhG7c7iYzEaXbMlY6sVrIOv01me5/cP4yzLeVHG8UGSdE9P4vPh5cWZlya81wuubqaMCYoWBvkrYWUhhLgb2dgD7ZYbKdARoLP1Fi+pE2BgKHeCI0KcqlzqX6bprpp0itSBBkwz7QB8N49r/7P5EGWGcx2nIF6gd1AuSOwrmKFQR5u0LdfxuxX/lLKQGwGbhhaQgA1MCF1SNaOAmJpVFjHXLUyh/Pp0cPAjAJFWs9IwEISzP5YmSEtLSFEpXqrgC/pCPkAP9uDJoz300JOgiBcFIW2jtlZ3w3Y3frO7VcgxbGAys9/fyDbOOswgHJzRzqWqVstqVfSLVLJyuf5W5uOrtrI9yLvD4Skkz8PTqzbpSdG5mt/utwMCJHuwRlM49++K+s2I4MfgFnBJyFM8bjNRVfiA6Q4u1uWz0vZ6coMnYRlQXKkf8KDxeHJ2frkxvHqbd9j93ePLdLboH49IhZMTZmKmSA0o/M/zlRSCxWjCUaCF49Ke1RtvvDZAr/xotP1cMKZ3KFerJ3myUysXZgUNSBkFMNDPyF+yQBsZMvraMWSJRvZ+IOhtsHDwJp60QLAp5QkzCj6J6m7LmuxsMi1lllv1bjHZjWgiD/LKDMzFx0sOwp8f0JII1EgTcmoe+v9XACrNZ6dBIAjjFhYal7YcCiZcvFTrW+gTePG1fAzfwmuvXppeTCMH/yRaqKFQXZayuzgzrDEmJHCcHWa/+X2zy1oF5VcPTF1tMx5GYXgCdLmXbfaZfzfFwTDwArpT57N5UeyrUl7MzkajePmweHt9pK7+N6Q23T/YsAkgm+oyDrWMWHv0Oxomg6XkrmwEsRmkl2jT4jhkjSXxIAnW5UaL6LBe3N/epWn6fH1z5TquFVj40K0VH2yTHZIYUlavZrh4isGgQhhXNyWfjANfeBPwSV4YJrWJqvyJABf31jH3p/E0CMZgQLfZ5uM9o2Y1PJ1fZi8rWVPjtBNg+z+dvlbIdkqxg5fPI9V8AZqi/uMZnkfxQCBD2rJaiZwEwLVj3/4eDiEJPCALeACPbgSv6DBQBQcShS0AdPxHACatJKdhGIo2zjxVCZFQVUELKhIpSIUt4gasOCAXQFwDNlygG4KgJQlD5qQZmwTbCRV7y7b8/f9/w6e2cHGds0Mla4HnBxAc2p+2+WHBJt8ApmjJ2exkrs+DKHk37aODY03V/GDzcH/XOeBdQP7j3J0ti4jGNu80+AYV62ZnAHVDRbLE3t4slksry0tJYjVN4QVxT6GiuIqSOs0IfUpeX41fXkM38MqGNIw3QFBoWgL3YcxBU0GZwFOK5FscjkmKirw1ToWeEnX3qPIAK5aEqiqTw1FZFVnauq5/qp8FGRf+kCQtNkgBAjTLwFBxHLe4OK/K8unxeb1awU3yNITkTBBYQUAlDgZRU3meox2vMK2olxfxD8IDCD7Oy5phZF4exeEXAp/4reCvxUgZFp7B/vQydoxs4/wpvwD7pUgIHfSYtu7NMICbGQJR4FcAgToKf/8z3nrwUpNfmp3z2/0H99+++/zqzXtWDmB7m+/Pz9/KSsrAvvbDx09FBEV5uHn//mGaN2fqq5ePGBjZYG2g/7CqFzpt8h8xm870HzbLxwhrqUJiS1hYxEBPqbLM7PD2Y+9ef/v1l+Erg4C6sqCCAueDJ9/2H/0gzc5x58Gzzbuua6lJ/2LmYBHkAq9sYPjzl5mRmR2UBUGRx/gD3DJmAHXSgYmDAzIRBakRoKkGPJMKjFtOTnYvT7c3b988f/70z++/wIixNjc5dOgIeEScCzr/w8oOrNv4+Pg/ff4sKizp4uy2evVKYMHy6vFZYGHJxs4qLMSroSrKyfrHz06Ej49j6tLbT559YGHl/fPnG6TYYIT2BEBl29+/wN7Bx/9/voPbeAz/IAspQEUlSNnHN/f+/PoKK6H+Q5YVgcfUfkP6EmApoAmfoN1z8MgIQAAizaYnYSAIw9vPpdA2pgcwxKX1aCKXBo4e/LP+BDwZEy9GE08mHkhMjCYgpRRoKUtLd3F2qXpreuhOZnfeeZ/p6kmy2jORTse202zzNZmktOx0g/5lH9AmmicgpzndnpPg5XUaxcb47en5cXS0NXW7+u2RR100G7bRsDerqVL7Q/TvSur6K8Mw9IMeqBmcHdI21NLyXOR2nKzgAcGQ4uo+XtL87mF82mlm63y9zq+uL47f4XJIKDdM4XKwqxwYtlwoAoRW4r+tjOoAe8tRPSKQawPkeZ7nk97tbAax+6Truu5wECKVaYZua2qrhRtYb1q85WHKHbZnizguikJSl5AveAZMJF0Sfac3o2i+3L1/CBaEMFTRo7Gci/IazhSNAU4DXcCrqlIMR1NNJp09ONiK0SKPZf2YorAEYvP6/gSjOj4REl8s22eDLPncbRd/l4B+BCDSXFYaBsIo3NwTCzamMb2g1UUX3kAXglvB13Dre/kGggouxIVdaAuCq4rQYqsWtXRhTDJJc5mJ/0wSXYRASCDDhP+c8+WItjdXFzRFkbr3XWO5WW+03PDFNC3DtERBquo10zC+bWc8sUlJHTw/Xl+dGuYmTBX088o0LC3kl89iP3wS4Mky18uifo5qCl5A9xp5AUK+pkjwBE7g7jTGsiqXsbw0eQ/uetMs6vA8gdWNPtzx6OvwaIMuHBORJ3EIUuExMielGKWlMgcenWEkRjTyvA7H2vq+j+zZbAgXkB+cX1yurjQdz9X1iqIoT/3+9s7uyTG31fJ6DwTeJ0JBu11btCpnHXk4fOvc3mAKq/75zcFeHcdhFAuh0AjJ1KhyyI9jOvBge6hYE3bKUEdWC/2rb9CaKUs1+c9eEGBqJviCH9LyCO3PkRBHSAKLL2jI+UySeT7GqKHDvwLQaDY7CQNRFLbzQztgoaUoxoSEIAuUqsH4DibGpbrx6XwMgxtfwAUJQdlItZCAAgq0pcPM4Aw/jzD33pxzz9wPSeXDWI/C8HcyOiyUpUVJ7269ta2UUy6V4iX/8HrN9kDmCBGNXp4fo3BiZ48h5rO/jrrcyGVGypGgGjKAus0LxWvyxdpCoIa5ttiSAdr22bDb8yECVfeIMqwZMlHQcQBGg3OSzBBdWPt566dNkrvXV0ajpe4AJ9UzJnKu68qUF1PbPb2w7CnGEOsEglVngSCEKGRWbXkAY6mWSjD38oV5FEynYwQhYyIIg3r9STbVstJSEj/9btpyHm6Kju57ntXxhv3+rHaZrVXM1+bgvc3vbu8Zp5zJORExZQTNK0XaaH4ttIMdwDDSEgmYy2V8/1vjK2pjtYOIjUcoF1BYh1izZAFABtJNGo6FmJumQ2kQx9GmKMqhEor/ldIqp3BJScqmMQ5mQ5UK1BedglVkUf8FINJcdhKIoTA80+lc4sQEDCoXEUVQIS7do09h4tKF8c18B1cGdybqFkUdBhhivFJhOp27px0St20XTZtzzv//+TCMqwSplHn17UaxuGlPbMse9p8tibMcOmMx+eWw4mT4dHN9Of35kGR9Mr7NjJ7oT5FITyWOGiKRh4o4AKl8KvAeLVAAWTj/BcWdJuVKpVqrBX762A8VtBHh0FzByzkvwiU4UKoeJHIuiv1Gs8X8wHkjKlapn784PzEM7ZOw46MOPASUiKqgVMZrhVXfh9rwYAF+DCpJw6CJJY9RMAealldQNYpjZzxyHLe9V7t76M1mFG5qmlK77q6b770XWijvT11rp2ms5AzyRTuH+lXXHg29IOa8tg8iLY3PTluD18Hultm9d1igUxoaS9qUzDOIYwEU/bNw3NTzZpPlyyJ9zx4E9qhLBD7Ew0NQZDKHc4IkmqcIC/GhkG9LmHsBR4WekAa81v8E4NFschKGoihcKf0BrKCAiCAEHEgi0TAxDtyACzBxec6dugAjMc4UNUT5sUqRQmhtKfSX1up9z9YNvMHJuznnnvtFNdN1PJuNsZKiXt824bn+Gw9DruumIIwoipvrS77/fNe80o0ZgVAAHxWmYWcdVl4khjhwcYcuvKiCCkiwANRD4eevkYK/3+30up1XNGveAUsT74KaiDO1vaxiPoHXfCnzdBLiOYpt5cr6TiH1+DCSRX9h2LlMCtKd4/ra3MzBtphdE8dqpbQ1msgfw8luOU9T1HA8PTkqvvSUgSC5S7u4vRkhSd2y4jFallSKcBr7G7bjM7RXr9Fnp2uaMXPcb/4TFI+xMOIcI6nTQiZezS8uLlv/S0q1lLCMJBjZYT3Ni2arLQ+G2irH6QsraD388MK0EuxuIXEawXw8qqZ+EASG5MBmRuDUzjaOz9v3N7YtQu7HcJtLRJAxg2JklPGWGsLuMYQFmv8KQKT1vCQQhFFdd8b96e6qYIFCluDB7KRERZf+A+lQ0H/SpT+nY9CtW7eCyBKFpENZREakra67MzqO28zuSveBj5n5vsd773siEBVJAY47bj4+AAC3KtXCasEZT9K6hRF5/+h1WjfP3fugSigjlkZUSGR4wpA1tDqbDkL3k8daA8a9XOsFxyiJRSm2KEQWKC3/8uopMCh4TPKuYxMylSWZfd7BfmmxAJTS4c/05bXHyiTV5Jz4GBNFU2e2A6GIEEZIcl1kjxzPxQw5RhNvr77iU7hdz6hwpgNEhGJtt5HN5lrN69/Bl2FwfGT0Lc4Xv76mm0PbkqBVLALH+7aym5ZpadpCN3Jsgo8O1WplJ79RZVKVNbUoCvM5WS/DtCk3ZPv4ROt/tk/PzsOHYMogIXAzM/7vXS2DVT6TiwFZ50AjUw56UbYsIbBLeQiP10q1bvtCSWVSZr7/dsuaXhCTFI/YREbDGiJVzP8TgGmrWWkYCMLNJrtJo7YN2ARpWlFQ6sGLUiiIgg/rI/gAPoAnxYNgCjmUNG3T2vyZn806m26ge1sW9jCz8+03M98o68CnFSNYHVo2HPiLlXVqwtZfrlzXcX4+42iDsQ6pLwBubWugXxLwH6npgQG8F1kmWpSCW6CmyMMa9VNNIvZ7oYmodQFc2lWpGIMLgU0ML0dxuCW8CkgB3CBg84LGUQK3ET6VgICgVHWoahoHPZ4iI5QVBVHZ48TKKZ1OeqQCpyQP913bHqPe828kZSlNdsffDrqyR11LC6JcV0m4CW7GT878pN/JFl56ez1lpCsXjIYpfOpvH14lXQzOZPj+l7u/I6y43twwjNkMHkdgdNqDc9Ps35XlixALcfQrW6L5crjYoQ5ElGOE3Ejl6uuCfr2/KkQH9EpDP0vWvNtZ8ckhwEgZt8EwkGVK++mRFvoXgGpr2YkQhqLQmWEEpkBGQePjH1y5ce8XGL/OxXyOceHCzSw0IfFBDM40RKXQB623ZSLYZdtFn/eennM6zfPnvXng+yG8FimtORcf7wUgvbJ8bZqvP3uhFZGFFba5Gn7UOCMRfaBp9H9RbKBuxpL7qLCWIL1IDrOb66v1473BUQa79zPUlojqY43qpLEPI7tVRhThLAqci3OcxTiJ0DqnZFtH2GWU3b11+OQStbPV6jaNPewtJJdtywG6Ky6Ozg5qQgDwIC/TahMly/00nKbHjJSujv1whl/4jwTcAiBWfm6KSZoWhELFtqqriqD5afHwtEwaO3xhXk/WITMYZEfEb88bWLivIKu7OyMOHPpu97vHJPtvE5ygk9ATuKqocRgEG5hoBSsRBKg38EPTrwCMmz1PwzAQhlPfNQ2uW5eQohAKqJW6s7Hy47vAxsKvAKVqQ+P6I+achAISA/boyTr57n383qFWymq935WdbeqcIdKvqrc2B3atkABBYhkA7GzAwA7DWGv9K2jRX1H696KHW6vjZvOcEoPapv34Z81peiqMmYRXagPlR0TZQxZJAQ/3UvKzaZqA0fvySCm7PtipgPcP//RSPc4JCq2qFcxGmZxULuEckolkxLKGrVfLxfWdHuTrq/mIwp6NTYQ+8c7B9lADyLghNYbebOUsFWORXxbAnOCWi9XtTUGFYFe+9hTRN6if/Db/U3m0B6Z31KKv2YlQv+zgu/m302qe1CwikBahS5MkRsorgDHiRUb7fFHknwJwbjU9EYNQELqlhV1YsBsTE9ePnvTi//8dHvWwyR5MjMY1VbqU0BZfH27q2RucSBgyM++9Ie+6luIkOGJUAY+x9M/vvKljO6YAMj3lF0icxXUOEw/D8G/AwObUt1eHz9ZIwcqJbPseW3F4IwBcQPqLIMcF2V6Iu2vgBHCK2ZrzqYbJF0LkOlLngqmWLiSXjREXeK+LTMlyfA8NkCHvvqx3rWPl6O1rTxp3ft8c4nbDfGvlZf3x/PK2P9b1w7c9Pu0elZY3xaonxdrEfOwi5VScOcoFy7wP86CCnl7vr/GYo9wpu4ethsQUaQ16lqVGDOoHAahYAWU710oBVFrLymipJGyXKzFNNoyqNuZHAL6tYKlBGIgSkgZCIE5bxlY7ykX//1P6Dx6ccRxoLZROIBDfIu140WtuL7vv7Ut2V9BCC5vRzRsw/mpwJrDj9JFMye5/NtqoBoEF1H6gER0Pql2ThPm/BPF/ek1wYdkrWORhfHpcWccOx0vfu7p2MG80RTyQQMHlw9EJxvdn27adjDPIjeA+1cFmtZAqbs6uKi/H2sEa6ET11B0bcBV46ed3HOq1NCLw7W77cvp8G1kPJ3BqOy6F+2ritQmVzF8Lna1VngY+/6jeN8W9rery0Dg7bB+WPiztEEScd9YlWvvR/wJxqxO3uQIaQ0JBD6dtIS5IrObeJh0E4I9ChEyaGQOtfi52SaIQTxlJhIo+K+UiyVQEcQS7kYVSfgtAubXsNgwCwWAMbrCNUxzl0YfbYy/5gPx+fiZKemkT13YowZ01jpRrD0gIIQTMwiy7Q3w7KyGMNNoJxgVOY3pwbKR2Ad4fIHSkhmCA6qbTDxkwiouG7Pi/AAt6tOH6dZsP5SxsZFqWvD6dsS7rJhQ9lJHk7Nfb77M7HK0UpKwW4mem+XoBD43tP63znaTkSOx6vpqz02GnzBZowdryZNpeQTT2IdfvL5WSebJ80/qp7/XzYplgcyoBHBjmr/CUTy+1A51Uxeu1862Hd9BMIn78ajrrQYLMd942ztb3S7ivBKLl5DviRiOYgngqEXGmlDGFeZwZlEKnaaqLrJybpr0AtUwrikgO/WMh4V5KPM4jIq/wqfVPAMqtnqdhGIjWrhO7wWmiVCkwICJRNtSRP4D4pUz8Dn4BCxsbQhAooYmTyI0/OMcVnRjYLG93Z797Z79Hfs0RxpiDiQHgG3uRjB4v3B4JoU5ewuM392xnSrRWs5ByHjUtzKoSHQDiH1Xz1ojbmzyN6d39e1UjFrhQ3ReSRQEkU1u6gzMn0ZGThjFKrtfp5XkEHNVMsOhVL4FbYmj/wwD110+PD/XuWcqm78hGqHLTldX3tld0ylug9201LzsWLNJVCtxzFJL502Zx5N6IjJycXSWyHpovkWRxgQvRfGI7JGx424qP1xc+E39FaUdNBELKAJ+3mJEgS+LTk2W+yC5WxfI4p4yG48scdGXAS1jPM+4yTmDEcaa/kMC9gjhdF8POQOX+1JQ2PwJQbi07DcNAMGn9jBNRWkGPPcAvcEP8ARJ/zKEfgdRDL4iHgqAUkcRtHJvZOOmdQyQrsmRrrZ2dWXvYCfpCX8nigNYbC1JsP485PvheGL0+d/EPxoCsCloU5M17hPh09v9JskgJ08PRXV1fPtwnj+vPzcZKjRMiGQMosY2HQJeSmj1U1Vx42v5uX5qubXv3H9ExbBPz7cFVdVLVofXPYmKhrjy2yVmh2Sw3r+87IVdN+Z1Mfva2tLtVmIKqCn3BBwfNNGF5GjJywrFzs/zidXgDSS70ouz2hUjtMXxwPV+K27sbCig1El3/ulQJgBiwWCuAEeSKyjTy46wwi/nM5CbDp3TnB+cE8IBMm576aWG0cwqpIgFEGBkZBqkhSVeakAE8/ROAaWvbaRCIgmQJsJQtl5JqfJf4pX6Aib9h/BwfTEyqTeuDSUNtu1wWcGbBto9LSAhn9syZPWeW6AEC1PxrBXEOd5YuY5V+bT6mGZ21Q2Lbjy8EQQDYqkqzrrsCyTXS6TUSdgf0Z43yz7GXbvC0tC4ILMud83uKimK4L6LXl3U3SF0Pq8/9TIV9p/t9RyuvFNYH3e7KlkkvHPwvQgTRjwxSoXx7X0GzJEl8d5sDPxS5uXQ2PybPFqGcLTNx1PU8u4lD5ca5J/1aaz8WlytCzHXEsQMrnrY4KnzLBT7XHNmo8g6HErmeROqhSJ+fHhuc9uuqMQaSjvei6Gub5k3kNcHuGUeD/eg2AF9AUgSu8FpjiBOfEnKrgY3tZfjUDXYowWgLynxynW0+/AnAxLXtRAgDUQrbIJLVZWNMSORFH/wn408a/0UflcRodBeWcEmvFM+UXbLP0KaX6Zw5nTmlsgUvNWRL+LfsHP5r+0PXN2jGeUi04QRsvqKP0TX1mWI+9LnF+VNwLuFbHhk4afb8TEIfwpIbQEOjo+O5ZMHVWtSV3GTJ81MRxbwdoteX8u29x1GmYmI21ycRg8Yapwlddu13h7KpYevFXY7A5LOsNtv04f5yX9VSjfltMSjb9l22zrPrG9V9Ga10wNumnkIA5iMc0UTOf+UM+OyRQGFUVhjOTeA+ul/39/NNohpjdr2Ik216gTHYQQgppc90OYm9sga4bn0OhUrzWDSSiGjyLwcQCmGyAF+pZcxjQKq2IEjpOCmfceb+dhFLIWdNM2wE/eoRprAiA3VEuv8FYOIKkiKEgSAhISEKW7i1ridf4kc8+E1rL1Z59AW+ASqlLu66RkII9iQceACBYma6pzuZgH6mfHH4F/BdxwyykTZ2BMF7LDKWQkK2SqyzNX6u0TVNPC5Ul864g4SpEFlSLElehWRlxxHa5YgO2f0uLzhBrke+jXWTPT7dv76Yw8FAO/pxDGlbktEdEHi5EhqPdqZvmmpT6ee39zEorffzJDrzYcfsQSvrfFWC36wu/7jwda0604Zw0+xuP9sW0CStZHw7nPz1nQS70wxenom64KXa7ndoTC+/55l5Z+evoy030+mSc3nl0LQODlrp2PdUaMOAL8Bi5NhF014CxyLgCy4LXtCdGtQKeII44v4J6cWid0WjhQJRpCyknjj+TB77iZ/zN9YEhkG6/QvAxbnkNAwDYdg4wSGP5tEGSFjBiluw4LzdInXXQyBxBhQKKcExsR27zNhEQhwgG8+M5/vH/yQ8WxYmffUstRK4R5N58cmhaiBLV/Og6BveP0Byn9tfz8MfVvSPilDKgSGA73mRl1V5fXXZtk1Vle1Ns93uPHMiZARBFgPR0VloXNjWeOk9PpRETE/7rrdWGaTR+7uCxfT55RUUPPTnSSVfU/H2cUpAHhxlfxw+NyA6M/NtBj7fNsHAgRBXh64H7JyNrjcFS/L0osgSiE+Ytmt0z7iZght/EVzS1HboxPtBgGgTXEjJJWSLsVzRdFWqaaRACHEMF129riF0oxjx6AnFGQb+4wPTjjqvMdA9lKqbNqCzFvMVo3juljBOIYug/pQcvSuQsUhrhdtSkLmAVyyyxCitIAg/ApBxPj8NwnAUp/woIBNhyYBIMpeot8V42v/vTDwaT17UeDOy6SIsaylQ4ms3idE7geQL/b7Po+9btBnrQDVSDoStt9HkYJ7xVELkYC9+Q/8fuPjPGr4PQI8nyThNE7yhNEtns2mW50DaURDQnwzFcnlfFKv9CK3tOi1jvbDFThz5rpoj45LYxuJ64sh2VaGQ1ldZR2Ov7pqb2+osP316KWCHqU+2zLiaT11fHf8BoC4rqAKVvSJ7fKLwOOW2vHt4PokWDW968vH4uj6/uPTi0ab4PE5iGumNCP0jAQRjeqZJPdFnpvEWhm7xvsZdKy7gGVq2sWChwxjNteIMpRFNrTqeQ7GAtAr2nO86NYXXQ6sa2Wg1wvJ1yL7eRKfQDxlTg7dMZYVU/qbj6ONq1jTAJWWljv2B7qGnsFp8C0DG+e0kDENhvCvt2sHoAAmbjqCQcOGViRfG938DH8DEC2MCUZA/3dqNOb928crbXXWnPd/5fm1PWVdyuuRwqu29n7sAzTnk2X/s/RnCtsPqjpT/zw1yNstSZEyaXuX59XJ5m+c309lsNJ5IKSBSrq2KcUiehaVze8a1uViA1qANUIG7/thI9QlloGR30UtJOC0Hnj1i9w1VSibhCCU6MHVFzifzeB8/PaTbPZ3Pxyj7n197rdlqkT2PV4Du949D3A8PJ4PAaW0jKY665FFMKA/FsCq3QrA6EJuNjeteWez6k8QfMHg5D7HsET8STQdJdqdkSxu709+xjDfHar1Qry9vAVvrsjClwcDxR4U2WH2mLdxhOpRXF86OB/C9Rg0Tbc8IesgbEko3J3Ujom4rnfnOL8Kjga0q4Z7HgRRdPMKBKQNQ/I9/z8BBLqW/AjBxLTsNw0CQQNI8TOIqaUopQmp5FfXOB3AEceKfkbjxCUhAJUoLRZDY2E4cZlOQevbBstc7O7Me2/1vbTSbfAHMB1HB2acnkrVd27A3Oi6ElFnWZWwX2ivvpWenJ+Pj0V6/dzDcjzlHfrut1cS2tEhqcLkKBRqpWdrSkmGyteNbshASmoML/RniHCMhUV0vcnUhojSuFN021Sa0ZtXhVgNOPCPlFtjz47NI/J/JOJ+/L5MknE4GQDZsCmaDrDZ1HQTeaNRfLD/TjF9d3zzc3ymLar99e3mRJ77DBywJDjv9HfPlmiaLez4JiHVtWDszHCSHfC3M/KkM3sRqUQspRT3kiVx9HJ1PraNeZjOskMVMgHo0VVlIVC4v8LVSURS10dK8C53XhCHBCbkLtKLzEjNqE9BbYdrZqtKIIcaMEkgsIDbYd/FdtlS844es/ZHBg9j9FYCMq+lpEAiiLR/t7oZlgRC10nIyqf//N3jz4g9QY9JExUi1krJ8r28AT144QvJm5s17y8w6wzz3af7T2lRYNB9pW0qpOI52ySZNt0m6w3N7vUG4ABz8Dem3pYUY035Rb3TV0wzrNFI7nnKBDdAR27oFc0PDAIjl3609VNbT0oNFtF4U9EH0CTRp0w10/uHA00AxaChEWDHuDkW/CDw3kotDds4Lo2uH/jDTsT6pMsh9pASgQK4gUaTka9e+u394OXzBS8WhiSSyo/v4PiszSNaUYfvzPIiLvdrH83ztvD1ESIjAJFf6NXeOReOHl9nbKT/BiWvDuptbT4UBHDj4E6EWMjDSZlzQBSt1Za8YXuADcT5ulhhogl74CpTYNFVVl9CKKGVP+OA93ZRwH+sV0enn8b0j+VKBbFERT4+ZNSKDWHPGfwUg42x2GgSiKIxlmDJA+THULhqhaExMfP+dD2DixkRj0tREW1OaFFFrSaEMFM8Fu/IFZjGZe+93zswZ9t9lR9G0ViM6mx+FQRieTyah70PDeEb3bkLlAPp8l5E7hbVl2dlRNP/a5Frzd7tMJiT5jdDzsum+fjmQCDwC5EHBZIaUp0HexqoozLtHzbHuuwMSiLu61qyGDb7jl70qp7N1DdnHeBi4N1emPdBu77+yvHRVQaQPZcPUFlOpWPucHsbUbeJ4sXhPNz9gJGENkrcVaGOZbLkQstn01mw4HL3OZ97YO4tGTOsdr2YbggPHFOMLpVi60bULzV7Pk6xQGI9Xn8GlqKscsxkkjzOtcR2HFb1J003GDWHYRF9oULLIwRonFHvEmpAmpnXKK1PLt6XMkzRuWx0ZUYawZUXBOPTwh7vHjzTt6zr2wbGdLMuen6aMs18BiLiWnYZhIJjUjpM0MaQpKSCohJDKDfgRxD9y52+QOAHiQBXaEtTSuAl2Hsy6Bz4gkuXszM56d5aMJ1k2nk7PrmaXtzfXk5MJTgDpE0s5pKnJgW5qamrg0rtuq+wOK25IRjWEPMaHe3O5ayGCYwPOZB0coCToGPettaalhwpaYuYaO3Vsa2RG4h4E1xmflnG4e7uNjKFryXLTVDqQsnfUMi8eHp/WxTe54Zi5v7uYHvMwzQ4i8fL8RgRGRXfn23oTDB4GQlFesZlYAGQUPIL1iDThuVHghFyW5W6E76HZhXc+TmUc+60Sgno6/f88nku3ves3n+tivtAc2Yf91vUoTbTaOKYUoPxwWNUVbqb+KQGK1gDeRIbcQ86OOPNpdh7VJqJyQDusbBPYMXpHgiaIUFrhv/bEhhXSmW4M2Ept9fvrx2L11Wh6X5aJzOf5allMTo9kcvgnAAtXsNQgDEShgSRQwHGs1fbQcTx68+CMBy/+oTf9PgdrrYWOlELTkuDbpWdgMmyyu29fdl/w/vG2uFtMJxMEWQqmPRnckYf0SJ61G2YWOXBiOwKNNXou3aSMYIuOThELCVkqrAi4C5J0ooKLLl+FpfJLDf2RPD9F1DErUAifSCzL5Kwbhq1IkiMLPWc608FBqvU+RvhWu6LY4gnyoozsfDaeT12vj0Je5XlTbKmgwbdAEExjegR/PV+KkSUZJidhaBUIXynFfeq+XK5XwEB/dYt/C/WFOawe7hXwjA4or/TcH3hO2f6orZrPZXszuyx/fsvSmlNdV1VR7ovNptrdii5M0wQ4XsvoeECGJdmD07FDMv3+yrMsi9OxtQMOZ4aBKlHmsQAUHEJcHOkEnodIiB3G8WepgOjx6fr55RXvGtOcbzg7k6RJrON/AUi4lp2GYSDoZxqnjygRRcAZiQt3Lv3/zwAOIAqCEppW3jS2w6yTexR7Y2tnZnfHPO12+AA2ST2bBOHN3LmeB3KUSXKuH5ik4tzHy31bkWuMAN8ixpnCZWauGQrjv00sLufuBsZzgSd7R9ZS2VvGZvbHlDkLLbO4O8+cZHlBSbYKwePJBEt/hDgz65SirIwpEJml0O0YPgSlYeg2q6JtNvb908j083vCRVqvSk8A2QoxMFwLFPnE6BPRxZPQwKiERSGFY9PInlLSvjsu9gr8dvt47/paIgcBYp55LF1LxC+9fL09uFrXjdXk0rp/fsWaz541De97JHGiALrStNtD9812eGBUYbi5q9gaSupjd8DRdNUSlDJOLHIWi9IopAo9FcgIzhbO8hEHRAe1tVfXtwOuYBiN5iLfmIvs1jaS/fwu/wLwcLU7DcJQlK8CAwqZW6Jm/vABfACf3t8+hDEmMzNmEcGOdkDXem6p/iUpSdtw7jmHe27y0wv73yzs80H0xbhCdDF+gA79UaSz/YvFATrGeXIDn3BP0dIA7mLWkG+Rc1hSQ1C59MGTlWR9Wt01ULpGOMdErA69YUUKHyg0QrGcwYhMlBRNmKQQlakczbFTLFvl+WRMpg1jgLiE3A419I8P/P6ueno+vB1k24qyqgEQ2EsHZYYz1hoAyC45dpDGAKj4quZYWaSQz5KhdgRWKrmqiuN+n1iGC9O9jG19mvssGLtOmqF9ffk8U2LUfrfvQql13ey2xe72pr7eqEEVJXekmq35dlCC6B85GsT9JoAqAd60+ERgHHjWf32UTQVKCN7Y8A1hjA2BkOLU6jlA3QIQOh988nlsPQaWpljghb8CEHEFOxHCQLSlLZSCRLO60XjQiycTD/7/2eNeNtmDxsREYzDoCmygFGjrTNnEG2cm89681zfDrVuesZfTRxbqvOwOHX/w8fU7uBfO/VujwduKENPQdAi7vzZ8R8jyzgoW44o8DTFILKZA6yC4akvUGsAa4DfEgkHYmYCHLuRq/KQnDYgIMiihTHHfAgKLkyy+v4uk0IJ+qpxBDyDSenJZJE/b+v1rbjpgDRGSBD5V+QSA4Y0exkML6pUYY6rvnwJmjXKv9QQSXp3lLcxL9eF6vaJuKqtWPG93u02cXLBIPj5c0Sh7fXtJJLldkbLBJChx4/q8iP3gsW/C3VCMGzFAakZQSqbZKQyHw9hzDh1LoQDGzjKVM8xoXS9xg1VypZrfGriHY/Fs3/VAU1IpTOXEaVV+AN/JG8WlZHhYCIcUNgOx7UGuJDL5E4CHa9lpEIiizDAMDJQ2FdqQuNFajB/gxv9fmpgmJi7cuLC0EEnTpOXdh+cO6B/A3Jlzzzn3QWVArsdI/9g8+VII/jB8qLkCWVt9iwDr/V+9hlUgn1MxhQ+NDII2E+pmLiksHUdaoXE2qDuFEsOwKK0XYUaP4/0WGUvKf0mBh2eCjB1bmhCi2qy8dCbEtO8by1sadgbIFbWoO/n5ka/e94JdX55v1llx3bXg74eCYBnX2nZYXZb4dlcxAOP2WDo2U9L0PZ7voJdqA3yMkzBqm2rijbfZTzCzvtbZ3b17Yng0zqFqN+l3GIXpPrdUYPMRENB17aTazOdjHCt+cORPlSLP1xJkYWi7nVovT+cGQaLtwdDEwqShGC4QM7w25Smce1N2YRStXt/SJHl4Wi7iGElxGswWj3HX1W1bgCsCSz1/QnY/uKUFTFVgL78C8HDtOg0DQTA+P7BjxyQEQhchQgjiDyj5XUpaqPkGaJBAoAgHnHBxzq87m9k10LuwbrQ7s7MPMJFAQHCsIFd1C97t/45v57IjGrpimaTI70EiypPcRqWPbZIYNImIupXhMYKxJqTtv8lXPiLCDQU6wcbL4IadMAdamJxpNoTzvLHccTRIaqXLnQYNjw6c2an78lrdPSiptHv/MY6Dxfw4SVJVmKND9/pqslq3N7dJWRfphhsIoNCyGsT7X+kqCiPPsUZ9/1vQqctKW1EUEqPlkC1E+1XPLkozGYaeCM6nl8NQlD39+LRMZbP8zAAt2NHfa7O6kJud3ZZSVcZRLt1UzN7fniGhbSpdDDdQIER9IMfef83rRwJ4xbEDuY+n9QIPz4BfyuQW2uXkbDq/mOGlt3JD66sG/Lvm2Q4yG5Fpfa+PBISarKGBsaLW7Y8ALJxdTsJAFIWBmdJ2GKG1ECNi/OGB8MSLiXEtxuW5Bn1xAyaugAQlGsSgbYr9b6d45uIOJnd6z3y3J/dwharoLRI9dXLDQkWrnf7tRmNjTXm01U4xcnRKipKjNww8gi6kqjNuUbhBxSiyR9GKMZEII5tcHwSCQiTDGlCBam8fcOCmwU3NnIZ2wfepdrLTzGJVZmzrJ72eKNJYSvvu9vLxaf3y7HdEa3QymEymGKsW78vxmTg/kv2R51fMsBJVFyAh2zYxfsVRlWpbqls3+K7ZjrPkY7UBwqGsGz8UbR5s8yhL8PpfzaYQ8fniddYyxxenQzd1ZfP+4e14eHgzHSzXwTwI+04ehcXqM/A8uf6JoH5x6F9jhkh+LVPg5iAhYOq2ZedM7ydCY/7Dc9Eppf4u0RzCERBnLWsN1u05xNI8jVLU3xQ2RZOq769NUZau66ELgLJFFpcqP5BA2YQ8z/pPABquXadhGIomTpw4cZOISnSiogKkCBa2TkwsjPwjf8BPMEAHBoTExIgQKVDFbmLnxT2W+ABLlnXv9XnYJ+yRKusRagy8wBDytk4vgPzZw5KZPGubCQKJxPWJwsH/LOvEZk5VgVsHsgqdDWwFItHEPAOO+EzqMDC4IY6FQZu3NLXRzS4vpDd7NxIBqPrgX2YeR5GMvK8G5mfzlA0WR78zVDO3N4vr9fy7amud3N2/PD6/hywpT7Kjw6AoFkrV2+pLJAzy3xR5bEhn0pgxlZwQh9IK/729oCPcPxNa/fLouDE76nxCEHWtBc9hVIX29W2zvLropjAv5EHGpegYj/eN9edSCC4iP5e5YFpyvwnxzgmRs4122VFQ3ImlEbd1VqS18IRpwMPFJoCLN4kDKDSQUhS1BKz8sFXqZ4tUFNrtcrXqxtYSyfj43Dw8Kb0nlHpWnp5flrTWtRPs0D8BSLiSnYZhKJg6i+M0CbQHNnEDLhz4/38BAVWRaKEFEsdb7UTMc+6W5fXNjD3vZV13BBJCl+N6OLK/hJzYOAu0YWkET8DX6Kyc7RtUv2s2n8XCbQXLHZU2TdB+9BM9ZU6gA8B4K0SN62ydRp/akuVYaklSG03MEM1nzHqFSZNWInZJWOo1uaBEc5kWuf3esKmQ/SlnQcmkadPnFwva9vSQPN7dW29Kvu5P2ddOb9+2UI3jxK0Lx99DVbK2rRcJJQRrYyBDFt63SwEGXZ83N9MtDlJVkjNprjiptKqWRS+Hi7MGA+7+dM2H/e7jc2Nff4jivW8PfgSvcWx/QOjppeVRslFOZaB/zSyPuaxsNuh5MGesB6fF8IiJdVkbZ3Cyl8BALiJvdCFILsTVNchmMiipZAesW61Xzp6U1AXn8cNhoQadthwxUhuLePsvAA9nstMwDIThkMXOSknTRqmgggNvwItz4V3gAkJKIG12YmI7KzMBcbUs2ZqxPYt/fbCQYZvWij5aBiEgXx8VJDljU27mJpl/e07zCpv/g/OjaVEzuKJhLv5/KbFiR0A7VsqE2ukpgUooCMKiSmWP7RJCDIOaQnDIXC49H2ZiD1s1Ot6Ct1EBjkosRUDgm5avTA4tsgd3R1+WRderzy/89Z3blBxD6jhWdHd4fErSaht9c7LU6zOswfjnR6q6JNpt6r5nTED1QC0vjpu8zP2r0ILVp5FB9s3ASTZsOcuafeDUNe7kfMrVkQUb7+F+3zC9yAqFuPk57kbIS0VdZdGWsk5YxHlLWjiujuNOxOKCg7lQrIH/WKgv1pDZqKH8HPHRc1llSKLWdYhRvOcQXUyTarqroxBKQ9SvDeXzhEd+Go6314ebEEwJDpASHgAGV02OEnv/0/gjAEnnst4gCERhm3oBornYbvzap+++L9B9X6TpIkaTCgQRA7FnyNYF4ij/nGGGcUV7pd7HmhY3Gk07p0viYud4rAAzaSDxUU1ARQWURZtGYAnjjEYZqS3Vg80e/pDaA3ln8X3lOVNKndojoDrIHrAa6PQ0OBHALgzBCj5c/qQcogT191ibHZvvLWzHspLLw48+SWikzSu3yrjbfV5VH5/t1/eQ0Nk9xBDJHJ4Ee25/z4k3m5LB3Glsado09I8AzAw8r0q+36+zLNUw8wQlYoMLWEmc5XEr3R37c6c0KAXttq3EoTOUkkqDmqQNluhO8PdwdRDlFDBwiCho5lCyFTmD+fYQvzD39Qr0ajwOQumcJrmAkHgJMAVs76yl+xa8oART0JouLhGewCPl/al//9R3PWwF174WFaScEOL9rREl223run5hXPwLwNLVbTcEhMEKVsI61TbaJDd9hb5A3/89GheSEw5ZrMVKZ8itC5z1/cx8Zmc9AIPBtEBVy3Qk4KRrMkiokfMnGtauTiSj6cmUnadtAx4A+D2iy5sBoFz3PU+PcPzVBLaqLuhhh9Nn16miKO5VQ8wj+UWRZDKOsiL7OwMcf5yOX6vfhcudiry/CIWYuuHWeJEXxCmQne4aH2Ss1Qtr42Zv8J7r1YgdYnlK91Sb15VxxeaxQU22u22cvL4BrT9l1KQy9vuYorIh5jVKbxDW7QDwhrV/TxJcrJRCRy7v9WGfIEKbvD3nTo4XV3NvfWVe/EkjWAFszllpH24Qyt+fZAZuVJYaJEoBxFLBqEmbKXi3WxFwdDfxTAh0OxQXJIbWLdoKtSyUadjydkFhiqUEteBvCdeLpPQ8d7VUwVoxy/AhKJLnnFRG8b8ALFxNT4NAEOVjIWBbPVQNQY3RxKhNL/3/8WjSxJv2IKcehRRo6S7Q3WXBN+gPYNndTOa9N/N2mJaSGhzU+DZ/ctjzcRIX8BcCZxlD4AzjJFFsBQFFZVbfpyFOqhunktmAqZoL32FaqY4a22QgqBtZlntecUVdAg02/7lJwE9vb6I4vp5fXYIC8UrsmKtO0ExBZ0YTPTAMfC61gTbGV7bNy0yIooGKSXeNQynTmUw8wg2jz71u6vdv7+n6I6/aAQgGqamVRc4gUGEguKSaM9V86emLJZr2KDgwoBY1jppnP8vF6+iWcXFfyXa7fHrI8sr0p/sovJtfOCxef20Wz1F9AkgPLfS2bNxZwBuVFsV3cnhcvWhZg1iRqrMs8AD8Rw2IeGyPXuzSbdPrYbsDUyS3GTN2j3WQ0cIwQIpDrJOhujOO819PhVabzs6Oh30QkMEP3yMNQDXQrE+NIHN/BSDpWnIbhIEo5INDsB0CkZJGWTTquofqDbvuruquh4iUqq0UgrENgbQG4j7TG1gz9vuMPeOJVCVSilADNJIkruva9Z66suNPnhXQQYgmcta6yageiyJCAmcK+x7nn1N6Gx4QIG1aV20LMAQhXYVQWZaLQoYByIycc3H8+OSMNc01y+Xr2zvnPF5QJG+3vet/L4fDUSo1jzigt2/MdLEDhV2U8b7agGKDh76xy/W8MwJ5LbRdMbuKp+v76OnxYb+fP78UtYJAn45c8w5kR4cIg0ECMnEzYp2P9oTSxn3aYqHLAOiM06F52aEiPAnka1lpEvjf59M2Da0fbzbUSp/NyCKc5V4Nyul6r6wannBRnxiLcnnFRiyrqjX/UxDt+dIM7y2cPTVtV47Hw43oGPBTuSLtDUcrJM7AQD5IqdJkOVQMJpDfw5w/VxjXWiMUQFEl3OhhrNMYk6YpuJlGsIyjPwFoupqmhGEg2ko/klI+VKA4XlDHGWb0wPjrvfgPPPkPRBgKtBShSZuGFt+G8ZhTZrKbfW+zuy9OvE7CgL4cKEUZg5W6ToF0tDnjlilF2nWFUNgShpGylKI0NY7LlzMWlq2LTLtBuLLSuRBHQIJFj2lUD2/qVRwDnjjjm+2OxjGcejZ77XbCaDiQhUySPfzdtv7btkA6DkoczsATr61tJ3SZM53x6rCcf5f12W+1Guab+bS6SRdHb9J7eYvePxKRF4ikcPFuh1HiBf6jcJ44CdtIalElKAy7Smve7lnU4ekOhhHguSJ49tTJuhvfF9VpPIqeJyPws8+vH9zR6UNnuc3yQudSkWaLy5arDZjnfLFzbP27T5NdRn3zNMqnZakC5pPwsAEk7vs5DeY2CEumOcBN8gx2guPe9nue52/XKQxsxIKMgi3CFRUqr5BEI6nfpBlCVGMS5iDgj08PN9f9Nmd/ArBwbTsNAkG0VEphkUutxsQ+aNIHExPj/3+MmliRa5dLCssuN89AwxMJyWbODmfmzM6sXhaQ65HnOtPc+Ya1pVK1aOAIvuutyV6QTE8/94QoChQ6LDNeG3WJc67H04jAUi2TSNhd3aBrDuC5+/t9p7rjcdNKanw3TXOgfoE+jBNo8uycx0n2F8ZSSMddkk9taJotXiyI7EYUEBvDLRt1BPmphTJcTwrpctVPFVeu1z68bp9f3J+EtsWxtItAZliDzDsFSqQi5DLaAcQFlIE2ZZzjA1jH4cNVPnQSkCEJElI6zFgNfV5cbrT24+3O2NifX2mrVt9BKeoaoANYm/lBcCJnb8Ep76ffkOhvHG2LEfcrhTyAzv7moTYaje2HZWjBc9wSW1EUUZQcDk9ASafqBD0pz+aWYHspwkMgAfCd78OKOD7vHj3GTCySZjwZx38BWDqDpQZhIAyDTQIqsYyHvkNnHG++/wt4dsZLR6V0aKUEOu20NKTx/xNP3EKyCbvfbv4EUVVrYOh29xsi2C2m6AA5RLVG7tAolZDIaFg5dPFYPMzNXZJ4wS9eYFl/CkjqHU9OIs8XUSwW1cdUQAYVbJB+hjb4uMPEUQLvPDGk3sfuCorKXbdpFYYwnwBr3AFQAmOF24cHW9WHl9fl++eHt/3bMXlu4YoniquSNFO3/jCCo3pznklQhZhYjUmpV+PvYk6IMVomRzfmmUTs0Y969A7sjSVfbxvYxVyGTXdVs1TrxWXyq+ZUFCUSCfhWQLy14HasOolUoXgqEI2+qzWC8Rkcj1iYK2MGjBmGDrb0VDoFkZkdbX6fBZD2mFX79UO+857yE4WeO7Mf/uu2Yd9i5NXXdEvI34GRxlzbtitLfJwPfwKwdC47DcNAFB2/QiI1LSmVCvz/t3QJYsWCBWzaBbTQKK0TOwnhXocfiMYZP+7MHI/t1+lHs8yR8vQi2ADn20csgMYAecqKO/uI8kYTFDx0ATwHqzVR/192toVjxn8WOzM0q08YC+OKkZhNwp570YKvYWp3kQ3LoG5TPhmrUK3YD4AQOT26cCZTywesz0JZWd5nsakRZby++dCLD3b3dN09v8DOGzu0Q304tttNocyEeROHOT053VY5jGqDTmwyLzvmxlXrRwxxUZbY4A1CqHJtsEVLxnGJuttsKehEw22rwrx/XPanb5cVh89zg3/Czifah+twbFxeIqisEIElzLeLIyFtkXN9UcZ6nBxthHp3PM9MKssa4xREdqLKNVYzBXcvM4EJ6YA5APd20ZPFI0aUON+R8bdOGYmJb6flvkWYEP4EoOkKdhMEgiiwu0hoiYAhktomvTXp//9KD96sSaOGNYqhrbCL7XujcuHEMrswkzczb2a0NA6L0jjhIIxxVOZaZ64kO8WhCr0fZKQBo5lwuL3AGSAuCCSd00jnxepMLzKHTP25M8MpkxGgBtDE+KO0FaJvTvIwHT4IIyFkfWu6gkfSmOkhfB0N+A1rlbju5M5DXjyEf+25Z0ClyqO3elKX2azKfWDW2/aHwE9BEYSUaUI1+T7BnjoZAMKQGrYCPAXlg8Xyl6E9Ns1ukxczx93hvRkLYYNx9bn+7d37a9HZZvFULerow3ftsnl5nkPOfXecTktrbZk9ftnDRVjy2ItmOVEYp1cen8aahnec1SgOEo+f1ZXsHsKLcSXpd0zHOVLQdUVisJFkPpSjV6QYpDKhAH95It63kCWD4F8Aos5lN2EYiKIY23EeqBItCBVWfES3/f9d2y/oolKXQAElFMLQexyk7qNEGsfjO56ZM6GuJkO7GZewHNCjAZk5oG0YP9OPDdSop5k+J+HkDs92aVvJce0/L8Wg7+l57a0b42Hu7wgZfJbhK87+EW5G0JCRLxmbw00x3hhqXWb4RRfms+P7962KIMUcpdDHLry+pPVi+fZx2OyDlH2TLI0kjk7P8+bza6uYSr9ekWQwL4m43XWUOJYMg5SKNud7u1MQ6zg+MHIFHTB90Lmy0YLVqWxjfJzWP7tmNXvSoqaqvFKHFaqinNC4h6fQrilcL2+g0FiKWuvQnTpZn9IKfKBOiiB1AeTP09MiM/xe4fdrXSIAX7nAc6a0WMBQRG+KkegVIL8cSHVIMcAGwjsNDbEcRkbCRLaVRPoTgKZr2U0YBoIlhsQOzwqpjYg48/8fw4F7VaniQKKSZE2wzcwCx+Ror72z65lZMg9HHSzCWs4Q8BNeKCbULPDiQOG3LeyN7yCRihpXanNTRcdk3+hYENQZTFcm8HmenXq5+4INFTqV6pixpDZZb+USY3tkvckIxSnk1krrfS/bQ/3fZKP8+c7bTY2a5Sbn/c4dT90yZbt601zkyp5prh5cnq51HzziMgCypNIC4gNbK4M3xtkkllgwy5jt7iRkJ95Mq2jsYv0l0tPGza2ukubIWHPT9gng1TUD0Nf201VV9fNLX6hglp5qiaIP2ffCZSp55e32tM/FEaFz3DAjHSihQtGnfTqqT7Uti6UGCgPKJXU6BOXOcnAP1gF5TfnUFEDQiXTKaY74eqpggAxw/RIc5PlDAJquZTdhGAgmwXZshcIBhIQQqlSp5f//gGv/oJcicQAkHgISDHHAuDMO/QEf4s3szO6OV0Cov95mesr4gjURMvpZSPz+rXuBA5DIuXGI4+oihUjJhu5Qc1L416oajxPbzifuHkH3Rm+JaO0PKUv4HkgOMoW0jDuqqdmj2ShrgZEQvFxcvufrj9l4+jW0q5CLvHIWSClNSOpHeYJcV5v10ZUV/ucmNJzphVr3Sd5lydxeGqkKyBswESI5u6uZ1Op2b8rzkeFPK1sNkmItlJ+Blk/IaZLTYVtoudtv+z2tlTzbW9cMwU1Hg0HYlYUOjrVW9z75rH5+e+AX1ZUTGBngHXSUc5W0fvF8xEoHyYbLJ2In0HBRGw1+LR6yoZlmNfMPqxiqyPGtdOQg3MoXV/JBvYJAsEDPpihZn+ejAB0jzJ8ALF3LbsMgEBQCHIrfh9bKqT/S//+MXKsmihIljm2IiTuz5GpLGPPa2WF31shNJJlK6gRwK2v6yMwvspnUBSSiHaASoLKZLNle5OLeAo9awhG3nDBD6jPEgtnGTrFgHloFLH8RVQgDgrewpu6jULlGHIW9VZISXEom7O8U5/l6OFx+7sO+Z5e/BvoizprbnPaf/jLCVTeurM7HcVPTmtQyUXoR50hV2KY1WK0EtxuD6QBtQpjx6bAKQaMxfAB7EXaeoWf6jcwcQ3HhpNZrjKXzQBIwFzi6v4cW+/4XsCPCtSjjkm6PyXq/PBded1rd1ZTCRNfz4uMts0TGdG0dApOIcPzonCamlNNOwpeeBgbK+jTeq6ZBR9asOiPVQ0xBWWqM+W5HngGPAEPwO2XX9H2LVv4FIOladhuEgaBiDKFxwA2qeuq59x767+3PVGqlNFGiuHECFOxAO7M+cUACC/Yxs97xatm41HKkIDHVPCdjFy267CCzFiDnDcEiMiWKlTn194g0cMFyi4yOTNJmBGtSwLbraXfs0tHJNW+kCnTQIl+enMci8BfpjnwnmxhFiavsffHYlIdj//a+fX2xpcl+Z+Xc6H+Gr4/T9hDA+WOYDIJXnYVw1be/5ydY36IbC+diZZFvxpyCg1m8F4l9AuhZErLx4MvAio0ahojglDb0YVTnNpi6iaQmgEHIuFmutDt3u/3RGpMKquCRIAafu2+qLrDwVQlg1PZdtTb0ZmlBKjhvkmU2BKqqWuPy0Gw4risErcBMrkGmIgFHgnhtrMUXBNznDFaJZMg1/tJ6f8FNuNDqrmZxEuAFz89UnGKu8n8BWDqbnIZhIAorcRzb+VFaiQoquqgizgAsWHBLrsAtWHKGVF3TLgoiv07iOmGewxEs2+Pvjd4b02WUaPuGwvoTkTaefWciWLK3hJjGvZLOVMudWVHjv1z0N8ckiTvdw88cSQRewCheFAk312Oilbg0Jq4pHSzL2X+oCYXUYtwaDNYesTGtlraBqPP1+WaluoyYQqVlPXx8XoriXOmBIAudPGPQkIf1H7z08ri/36ZZ4O+2aa/N7SZ7ez8UxxOJLSk5WNn9qikE4kmDnUk4O9FzbetKclaX38xzI1uJck33dTnn+5zoscxSyean/O7UjIff5mGX/LTD2gpQ+RVjle3YKLmqOk3srhRVE6dQ/TkWCqNvQ+4sShOnymE9hOeZX1a15TaUwYLDGYuXigTv6TQLEVBVH/qxqhs0GwIMHNO6XyOyrqCpjGlJ9GmSj+JPAJKuJalBIIhmQpgMHy0gJpbfcunCjSs3brJx7w08kifwTlqWF9CISeFIAQEKmOh74w2Y6X7d7zXdPTCYNMalg4hOgdzb1rae61UkPqaxuAZoqKntHK7Vg6w0//K5Gam4pb63O4khqHbcCWLtCixKdoqbPC+mUwnj/c9YAGrwI8gX/pggr0UCb6EPDhZJ6Lt3N75py263HVoxZy5ZnB7PAdVo5oGh/ujtRE02myJd486H91X9sTY41Z4vgNXrK/Vwf/749JzpJl3hkAwzSo0QIAL/wmUJGL4sAp+bw9kJUyN5jImlsfDZ/o64LT1v/zCGD4CCu3Gk4m1Xm5EuG/CDfnAkH3RERgyqrr88S2BXK17FLJEcyELMc9g7BhpGxicluEBelLguTyE2Q6I1HFgLA2DR2sYBCquqzr71cnmrM/3y+oYMenIUIdN/pl9IF5nOw8BjLdAIS1bNnwAkXTtygzAUtEFYYCTzMXZSpHKZLkdKn+v5Cr5CJk2KfGYyzgTLiK/AkH3iAqKQ9HZXu7zHbrYn+UxmKJQOOu5yM5qZh+BLhD1z6MmaVkEk2YqRF46rikIGMk0ZHMgRMhutY0e+64I4RY0lIc6BZ9hClBTX/sgGFKN9del13wYLCImx9FqI42ncSrbPVqgvWRQf7ietur/8JvyJC46dCcUYS/Z42HmgfK6D0gq1fCf937L/+Gk2qXh5flIF+KgLXvf5Vb2+l50xWSq1rufBM7UZloxT1xYQb8brth+nwaO8v3cpCmgm3bZAidPbN06dzylhULVDrlQaJyRFDU19Aqc809uEFwTiYQ99WSTx5qwgEoxD3YicrmvLqtnI0JgmvzSRlD2FqKgCq6t2bHsJlV9D02tydhzABfe5FGvb9BI4sthtk9GOn5unreEyk1Jiy38BSLqapgZhIAqFhAYiGcrB9uCMFw/+CP+5P0O99OZBW50WShLABIpv0xsXZpLdzdu3yX4gylyFt87pNscRWjGDpdS4jBtrgYYgVED8jEPI8K7U8s8RSENQE/wh5yl+h4JkkQMeQ6cIyi3ggbPgRAWI93SRyInsWttTW4kkBu6zm64i6keJpYDv7T9Xzy/qvgKjBAO8nLtldLHIuR+nmDuExrq9RmTA8Kx9NHuZxQOYhVh2a07N4QtGw1q4FCJ/eqzbzs6vvzALWUpjW6sbrMp6B2KMj7HvJejDYLBvx1PdtSmrZjccjqeHbQWL3FRqHP7KWh4bo8Ra8uQMyp4Ka7oCOhclMAWbVRv19Y2DN6vSG00D/nbb+vBDwSi4Il3XzcupMYHGX6nkMgyaXWhSqmdBghljH+9vITMUyN/D/TB6PKNK3DspIaiL1lAHVaImq38BSLqWnQaBKOrwKjMwtNCKNY1p0oWrmrj1C4wujL+sceHG+AcuqiSkIrQ2pXSGFs8dWbEizL1zn3PuGSrXNEUYOFFt2hZMUWbpMt8XgpfV2nWjnusji8uyfDxOVburqtV0OimKEsuTfWmmFQlGSUDrpvE5N1O6zJjf0UCj6JYC0t+hxTcN+RW18z06xOsMDB5mhxDVWCjLLGS0h3/mF606QRMobKvs+pds+tgeEaXN3USHKICJd+VGt+zkNB0WG77XZVPr/HMZBg4EJaTHLNS/vSQ5u5io7Hvp0cNXVdWXsU/0QEgp6G/DUHJBp7pNFPXlgAt739nxMKHBNmaPhgMICPHi5nx0fTWHv3p5fb+7v12vP7KvHJKM42CxqB4fZpZ602o3u0wHiXh6LrFY6CAMpIE50bEflALHq5QyZBYu9g7eDY2RU+9q6AHJxJbgCz8e9fdtWIVD9AwNYXpMxf0nAEnXztQgEIQhgAIhR0yEKMZCi2jjxNrCGcefYeEftrAQx8aJOg5FEnmE4y3it8cPuCt2975v9/alwvxxBahLzBfvEHp3Oc0zJlqSKPUHsgMe4zp7zIDCOIPHtN2EOk0EVSFwaLZE8JnlDHQyNPs0a5IkFkipU/vwcCS+okGXVPbfEr4auikcGSpIFQlPjpBoODaaVoqStosLyLCqZUAZ3GZqQVP6FX9UlK5ROS0oVFeacjYdOI63/sneP74sAw8T2ELlxUrbpUkJPOOZ9PL67J0c37MFTP7UY0fuPC3kdWDxvDqculVr7njDdrCuQqSoaP72gevA36qrtMyy66sZL9TzucFLY8s3sL/FhaHIT2EU393a9l4eJ+XlzdnEWfp/bxOm+f7nw+NytUrrGpCbQ9+0hyvNwFgQ0D59bmhkjGJ6EHyNMIqgMRDodxD8IqIQGJgX1aCSqPlO10eMumxiShma/wJwdC0rDQNRNNokM2nzsmQaLBV8YNGlCgXBheAPCG78SBcu1IXSlQsXghsXSkFRUUmTtJnUZCYPmnonPzDMzL1n7jnMfYhyrjwHwyq22ZzXA+YVxYC7E7paJD5I8G5M6UwRlcgqxH+kCKIhyqHEYg3YtOgHhJVu1+VpKvgh2F5WSYfMxT+BaIAQJ0m1yGzLRI0SIwniXM4zacHigmd5PfG+4EE4zbNqMq7Kg36v10Sy/Dyil3ffwGoJ0URyPuiHCs+iH00DJS63msjUQQAgxzHzKgs8kG8ZzQF2yFxpAXljMU1oYaBlYiywMm5jtqqXAO9Om52edyZe+vIQvH7y4SN9GkU0YpXQG5KmgldJptVy3DWkueDJkf/B+a9tyYdn+xfXf2/vwOzKjXXteGCdHLnjSCU6v73xiZ36X1ezKNGxDaptaZ4P9tThvfDvIAzBKYH4eV6wu7NFaWzU6o0xBhRM5DLLDcCiGJhQp8NjDEfTAQ5gVEIcoItFWZiG0d/eDP3wXwCSzmYnYSCI49DP7Rel9INUINGoxIiJxoMevKkPYEw8+IA+BD4CFw8mBIOgGAO2FSM0W2pbijNw2ftmdmZ//81/ZrkF+q3QvoGjURhu4/XVS6U8W4YRhTgpClLDekTDEtQVhDTGzkCckgesaZkgX9KNHEZbZIwuH0AKy1Dp39zUBassAoqZBqsQmqehrBFNYd9HYV5AYffUEz7Gs/7AgyK2t2sPhgFkHs+QKEq3W7dq50HiM5GF6ysLF1CTJ9OpD/WUrr8q3XzjoSmcpollhXcdRSVMf0Q5QbVM2DOrCoytF9yKaOgSaq8E0JxdiVYcNWTaPTuyiRS3O16zwbcud2QBfQnVCgdrghMJk980evVcgc3Hn8Ob62ZdS2Quur+rtR8neewHXtH7mj93g5Nju1ovrVaJY8tXFwYc59PzA8vVavX8cJ9MZwLa+YqgPfAZjy4oRAhKHKCQY1ueHwCDZ+my9/K2VXXg1pQkYhgGJM73D6Qdg10a2JOEfLvGh+RfAJKupSdhIAi3Ussu9EWCUAuiRUy8CJKo8cTVP+PVn2Li0X9gohejiYkXo8bEVwCVgBKQUt6PUqAU6iz+hdmd7zG7M8NAxJ3/PWakJ9kBQ9c1Bk2jszDfYAkpoOstuCa1WosXPCQRfTxcAaAfa+6fQKpgUnbgQE38ahqLcETx7KsDOTiaz5UDMWYF/JhhZ5reLVREL3JpxcKEisRU1hlU12RmKZA4PSthPDw6TB6fPFWqA6PTFuWt1M5B9Pp8ODKnNsUhvIiofC4H8GuT8V2k8YJ8fXGDbCFGh2w9QT5gDqpcengrAnxit0vkiQFhGTq26t+Nh0m7lUXp1X7l9cfH2obt3D5X4htcWOHXlt1umhSLOQFJAqq3TcnnZWajm5fJ1T2RacqKBBCQyebuHtOTMauq4YvLwtSaCjxwhwdjei+1OTIda2j2e2NBnAVDiH43P7/y6nrUtrl0Jp3cTjSazQmZX0mLvAixyn7kAM/632VEHvMo8GpwIiCxe6Uy8FbfMAG3GvU6kAhIB0ngAUmVkPwnAAfn75MwEEdxrAFK2yuFChQtmIoDGn/hauLq7j9q4uBiTHQwcVISEkJMEINtgTYFakt/AdVXtubS4Zvce3efN9zDiATRC6yJDQPCTgwLNDE2LHzoummYs8FAVfWJNZ1b1nwyxqJh255tO34YbQTOruE8L+mxlSplsbhTKqxub3IMiDJOOpk0Y65NY31Gvbd1BAhdM6FiNhO4v3aaAimF6gg06B7UKEHkERPbnWEceTwd3j88eZtXuUCVTGbbxYTr8PxEwbWXzVB+sHK8ZRbwxoOkmKJA6rLU2Ffyebr/reXopN8NLkRaQXaHiReLv6OGmMShVFDiAkz+pfk9LSIkfdmSUyu/KPHNs0pOKPAiqTYK+TKBLBv7Qrvn9of288vn3eOw04Wx3HKJJvS6qQjxGnk2Gpmh5zpJW/8yhIoOjyu9DxW6pDnu7XVwfVX5GQd+EOPQ63QRs3iWoZOuYhgnmw3DiCOcLEtUaosQFk6o12THdRWlztC5mryL3wAQrYtT4KRc26tWpX8BSDqXnYSBKAwDvYVS6J1eAmpUBN24cWPi0q2JLozPpQ+jGHfu3WhiggrRRNGWMqXQK4XiGfoEJ5OZyf+df2b+IfsfX+uLV/jAYbm29fPXRXlkVJ54gy+14WwtGpAPKMD3ozwxjMIuFxYzqASIDqLKwTbcLfMN3vJQ344UkUlLnO2uTo6kCn46GxJZaTBMp7CaMuwPfX57UFyTWeQQ3dsn5CZCldBNDvSIXMQkJkYGu/4w5Cg8O9077EjRXGw2Rc+LXn+Zl96i1xuG2P8t/DmBIiSLeawKVegAAPAtxyfp2naDL1IZmmXJilI5gi4WNs3yNEif+5ZualTJr9YYWtF1s6a0W1FoBL4t6sV4NqY5WVgW9jfeXcRfXRzfXHcdhqlL9OV5J5j4D4+DMktBayEAQs6pLZ9qtzUs6j8W8uL7uzeRZ3eMDNRioyFZFs4MPei0YJI4tuJOpiFwWhKDLI2RO7aRYdZBd/AmS1NDU0c2lAKgpWRJVGUJOn17hP8a1XTlXwASrq4lYSgM66bbdG5zM7WhFmaIWEZGUUE3QX+i6y77WV11G4SVRVeRl8kSJJO0LObHnB8rndOd3qP/4MCB5+N9n/dxLfIzAG7AgbjsHo8hJvNhx7wdBCF2kTXAoS2MoYvWARxHwJbLpnA0Ac8XF/U4rY4mB4RSwTCG5k93UlD6oPr2tpcc07Ek0Hhjg0il0ngpqTzjzKTD2a0QEAZLEzTtEoJidHnkRISPw4nBzZTQVA2lOq6raGLjnVx8LRIKM69lQ9e0/V355PTAnh1+1Mjr3MVD7o5B2s39Z1AEyYrjUBTDghYzp2Sn+3t+tpHOJnRDurrMUwTy8fzjU5UVmHW/Q5LEYUf3weM4Vm1yX3UXUI0QiFiGqihN8GyJFVr0gvmfHh/J1vPAwAXPtDtAtnoj1JuEJNbu/SWTq9EId5uvrMruzE54ShJji0um4sU3V7E8i8WQJLJtTQOgE0V/vfENlGZaVrvdwYbR4wVgc+AbBrzVN00TVAb8CEibyntN03Se5zwMBZYApNFg2P8XgKcr20kYCqLgZV8KUmtDFyRsNjXYqJEQnozxR/Qb/QP1BSUxJmIIDxiQ3igNW6G2FIIzNfoLdzKTc+aec4ZkMhlPXrJBy5AXgIP+GS9P0efB+v80KdTeoFGM/PotUXqNW7vQ9u+UEGBCw5iH/Iv6aXpgON2e9dKeAIGuKnw0gmcpARp1+m6nO8yygaKc5PYjkpAC4p6XE4rKClwoTlxz9m0vHY7xV6tsscyWZJh/rjGaLpbrQkEkxO3TaRwr6h9/2cGwLchRpRJ4az6dl2OfkxW/S65qzPVN/bVjAoIl29WJymgaDJN086HVeh5wyY2YTdzefWjHBUlMUzpm91CCgb95QeQwKD6IkLmh99s9tZKcOev7x+HCnEtZxjTX7/oSkNRFI5eK7Ti2daZJAFPzQkzMiStMSrXql4eKeqDrVq1xNKRjneJuD1WXvjAwH+DOMGmhKpVSEdAy4HiCQYYoFfGcvsS7n+WD7qN0BA/O8xwQSuBRUNHcgQQd/CMASVeyk0AQRIFh1h5gnEFnjQ46LKIHPHgyxMTEk3/owb/wYuLBxKgXT4InFInIOkjPzqKM3XjvW7/qeq9eVTUhSdL/e0jReOQdO6V44Bwbg+vBSOzorNd84gjDrj++V2xR4+bkMPD8AME4DOaeFzmOP4UexyRPT9TDav7+oWvDea0q4s89kPBkybdP9/qmIfLEtsxuCJSq8SSBa1GqRBUqGgeoDJMIwx+apVDIAjqhlJQMS2hiXClKwZJvtSOk5FKraDyE6fXC5gzjZnPw6vJ2AWd9ez6ZhkclcH5RG32Hr81ulksdlER9i+/1ho2Xj9/FrGAApDvCaEakacuSdZ09ru+bRUO3REmRcf055XVaY3OXen5qIACaOzkOkL2vQBWpLB2XC6DfDwaT6L0NN/P8Wd1CYEIseq9ojKYrFw6UPGeW5ciBj3fNRYgoNGfby2Ts0mSi0/XRSUQOoesOBqN1O1oMXZ8haRaTQIIHwHEhQo4XBIIgSFIORR/gOENTcIZK491EKOn8CcDS1fQkDATR2tqlW8pXgZaKYowHQjB60KOcTIy/0pMHT148+Ac0hhggMX6giAjUUqEUoS00lBJnqf9gMzO7M2/2zRvwYSaAxjbEMJkaIhs8AjFr8GKwTZX8T/9L1tOBsiJhiBDVLqKFTNpTK4Ldav5wLZsJnx2nKX9Wro1WomR+ThEKB7u64Z1f3MGLI0ZRKhZSJCxL/NLzc1s4KQrG9xQCBpCQmMSSvC4mQimJZ+buWHVedeSxOL8Tear337/MEOOno4jjsChGTcPqdZ3Lq8ZH2zInFDhs7Hi3D9p9uXu4n1JkvK1ggfXoxZLyfAjCSJhMrLgAkxbUy5vKIvrktMhitlE3b64remeQ3YyDDdRmZ9TVWAbxAur9zGxnBgcWeJZjlkeFWDEv1p6N8qNVfRqo+lzru5Y13CukwdymMd6QRb09qFa0qT0vlXKa9gt4IxGlWyoheUKZjYl+JUWav6SU5cgYP0XYYJCzpi4AYA9uC5Tc8VjCBtDvOEPIcqNJ87OFiBgC+hOApzNpaRiI4niaaZJmqdHYHEwrtS1eXBApPdSKIHjoRXBBQb+nUlDwIogoFNRSL100tdXuS9qsnTiTil9hHvOf/5v33u+BUEjGT7pheO1bSCoDHuzCmc31e/11vn9wG4mL0diaePgCP8cFcFcB/jO0/+JJUpJIXJ7Eyqp+/9RGwpp/qZ0fpfYOz66uH6pldWszLnKYR4lBAhDyDIA2jKyGCdMZNTsc5WM5gKc2xhbwE5RDtEfu7WN7nmckYbK2HqnV3f6gpxmQFZihTuRuyt9qN3dXqdY1lGrgjcwonCJYlOhwCBl7OBxMLA9mRpN0NKawwYBukroJnwuNseFog0l6RxEkvttCFpRK7a4sRTlZ5nka6J1Wvef7+jH9FOCYKU0QyNO6gBTlucQyk0kr9a7b75kXp4n30ij/2tzeULLHmWKh5JjT5H5SlOW3YvMgG/+sNKA9kBfA2BI/VLxPz3ZwlQSlT1NoB4XgDPGFTtuwDJbBfAqPQ2Nblo3C5mF20O1wUeKkITXTtF8BSLqWnYSBKEqMLX0X+yK2EB6+0ERZqIkrw8bEuHKBK2Pc6U+5MfELXPAJLgyJcWNDUhEhvJQARTqllFJv2w+Yxdwzc+ecm3PvBCkR8EDIihNkSBz8aOoeLFmEA7sikKLSbQhVZJ0LXIXRD7oYjsUxPPTyBwNuGdIvnSSrutUd2Nl1qtXs3d5ctnrLx4en46Km8D6xupxMXdtyBZ5IaQyI+u7XQJKx/KGGMRQIeEpKEUl5PI09V5qVl365vNszN3QD9D6kRHy/wB8UuPOLLEtTH/qo8zOe2AFNdWbTnTwlC/GUKspM0PpEBpI9RrJkOs3H5s6aQJEsZyIPzVeur4osR0+GVkZLqDlZlvHNPZXG4xBD17Prxm+7j9IZ4dPo5rLwyhMOQgRHq9u59BZPK4SiKo26DTu/uy9589Hruyly+OnZUaP2LUrS0vsz9PoMOb67eKs2QGaxgjg0vZphLkAJoFnoMwsK4suw/RiSZLvTgQhDnOeuE3UswDUB+Fg2UBeJBMcxFNAFOD3/AoiZm5sHWKBxcnIyQdfw/gev2AE1LtjAe8VBA47gPc7/YXOb0Bbj79/fQEMh0Ckx0Pr737+YWNiA5bioIOu1O29lJXhevPpoZ63o4mI2YdLqX1/fKCsJsTKDTpwCTRMAa2g2BlFpPh5utl+f/7EwcP1j5+WVc+WVtLp+h7mwcsv5S5+37LxvYiylryn07Yuopo757ZvXOThY1BSY5OX52BlZBLmZDDV41u94+PUHG9O/L6oKPAJ8bMBOOhvDLxY2Vg4edmamfxKS/PISfPKSQE8CfQVsmjF+/sq0budjEWGBgADjh3cfc3HxCokKnj9z/8ShG8KCgmx8sreuPtq/+8rzF9/vP3j9/tNfKRkxZRUBHn7QFiJJWSEOfiFWPqH7jxlmzT0tLi1659ojU31BYCPi5p1PGorizIz/3rz5eHDH2bcvvkXEmUrLiz9/yfThE8ObN9/evPv98SMzaKYXfDg5KzMr+Fpj0HwlJwdoDwKwZcHGygI+xQEkDIzOH99/Akt+YPvvN3i96V/wmnOAAAIWiWLgY+n/gZuI/36CN7NAD/IG5y1Ib+w36OJxxJHlQGWs4GgG9h7AZ9gzAqMNfLQeg7AAk7G+6KvXP+7df/+fhbWq1ufq5Tu7dp9XkRcAtgaBLUCgERysTKIinBJSvDIqMsx/GLg52YWkRLjFZbiFLe7c/dAzYfH9B++//mQ0MuBPjNFfsPTu9ctXmL9e/M/A/o+BU1zwLyfjbw4ujv9/QdsPj138euPuK1kJYFEMLNQZhXhA5yXwCPIC6xJO5n+8bOxfPn598/bLhy///zIwcXMw/PzNeO3ej39/f+moKV64cPvnH1ZJMb6Tx24KiolwcTGtXnjg65eP0QlWd+6+PHDw7sdPf67cfC2nIM/N+U9QmEtASoqJXZqBQQxYqRmbWR8/cXXHruuKsjy+3tKf3v348w3YlWf+9f2bmYminYcasDULrDd5eQS37np47yHzJ9AYwP9foCVWLLzcPKDL1cDHYkH2Q4KugGACT2CBD/kFLc5gYQI25plBa8L+Amu2n79Ay8uAzUCAAGIWFRUGZg7w/lUmyNmw7OzskJPpQXNu4I4zqA4D11CgC+PBJ/MB2UBlLEyQ8/n+QjIihOThArrk/6Mnb//9+hIXbqSkLrNw/r6Xr7/raMgAO5qcrP8+ff715dtfYNuSnZ1BVo4PdM4lvwCPpNQfRl5OPp1DB8/PnrdVUEjw1/evhVm6p868uHz1s6AAo76exPefwILtj7YiCw8fC5cYK+OP3+t2vNh28ImYAAMw1ICtV25gucHGyMPBxMnK+vXTpx+//3z88pOdm3XvyTdPXjMycglaWBvzs3x58fb3569/eNi+Pn769v0XRnc3TSNLMV0T2bfPPjOzcdi66woIc/Cy/pNg/2mqxSctyfv46ScOxp+KGtLMXEr/GKT+/5cUENCUlFJXVxPbtOUQ4//fQcG6nMzMJ04+A7bb7997/v7jT2Bv8uD2Uz8/vhHk+vj9+58nLzlZ2DmYQOsVQdP34HuLQQsyWMDrX/4z/AVtyGQGL2VnAi3aYGMHNlghB538Bw1KgFp1rOAl2P8BAjB1NS8Jg2F8n45tOjc3dbo02Rp0qcDK6hQU3Qr6p7p27Bz9AXUrokMQBlFEl4oIQZ0fpCKbJZs6t/W+s0PX9/TwfP2eh+d5fw+haXmj3jItuFQLwJAMexFgUEj8FVI9zyoOP2zFwh0jdManPeNDn4a/N//xmPpUBMVJoj8YH+4opY3c6clV+d4A7ut6cExP0T6OOymRlFOsqosgVEEswFMCsWicXQMp6/rmtrSqvn+213W03zDrFbNUlBgSFMkT0MwoSmzq2zQXjVDka8M6O684tpMTaS7GdromF3WBEoBEbMSTCwkPQSWZzOvKR48BKbHdGWK0W9ydGwVIrRmMhhYnJR+fm72v3mJaCFynoPN8UpBEzJsEQkaQcwmBQRcwr2UhDI1NbfCK+EiCogoAqTEfUbWVza2lh/LL8dHdwf5yo+vq9ESbVy4un4xqe287nVf5lEJkMxBQ3mqU9fPNsAxAI9sZV40W0HY2K0O/x4G54cCF+DvBAjcxrIEVjhJh0orHeRxDXMgvgf0KQNT1uzQMROFLL0nTXnKXxND0F7QNaOeCg2AXB/8H0f9B/FccdLGI4CII7m4u/hqcWgoiFivWFqsdkipNm6a+SwSXG2+4u/e973u8+x6OfEOzkNRA1kS4yWU27BKZ28dG1/yqZkGA49kD/A+8/D80Av21F8SxyDNniDzPAzzf291oNZ/2j5qUEqe0ZDDFNnifXMaSBRFBlCA+BktAsmKWVzG2sVQ+ODzrvgwbjeNB53pznZ6cPwJ0GDoB1a2q4jdwDmGaz8jApAxKbu6HpxftInD3AqAhdiqWqXNrk0KWMU0UZGxblFKDEDoJgf9KzkpeZ0nbKSW1Rfuhp5JEoZjpf7hMCavV/OfInwvhoOeKoQ986urymZcEpAUziWEoGkuBqktbNkrk0IJwN4kQ3vRYp8HtXavTdUdf3mt/vFwxt3dqQjCZT39q9Xp1bStJdJyeshTyfV3A7O29L0uy63lEJTnbBnBJxPNoObAB5Zbi9lw4aI1qKuE6DEc9ubxaH85g/RWApXPZSRiIwnBL6QWY6dXeALl4SQiufB23Pocro4nGVzDuXLt34coYQ0SiwRhjEAkEgTZabCltuThT3E4ym5OcM//knP87VKWyhfQiuq+qcgZz47C5D8tz3ONfrYvG1XC1riDm01MrdP0/vR6PxJHY18yys7iEoqOsHO3vVaHMHZ7cjIN0ISusm7yhAk3kBEBJYtLIikvcOyb1EoAKSNBlJsU06m+nZxfHRwcimEvc63vbOb9stHvOQ6Pb7Y97o8XPRP78WvpL/aXZmrjzq+tWr+9ulvhyUfI8bPNFMY2mSHwyPKTTgggBlxJkwDMhka7ffwAgSQow89WMQI6Hw2ASrunAsgOaojQzX7t9DmybDL3BwGs+WYH3iwLghzMlJ2XLRShk7mqdeZRgGEhgNAaXIKYkMdY0f2J3tjcUFz25FIeErGlA9Js0dEZSddncnUfiqPU48wcEu8PLpanvFgq5b8fhIUSpEkdsgXJrZFnYo8Oi8uZFWM358VQZ5qLQdJJlcHtrBar/E4CGq9lJGAjCXQql0NJuy19QUoMciAmRi3rzASQa7ng2vo6voIkP4c1w0URjlIgJKLWSVDBKgKa2/ISts0vc6152d/bb+Wbm2+H3dipw3EkdM11MKAcuWJXAfdOyFiMw/3YCzDILs7QIoR2I/RUAl1T3EZ+xsaB6zeD4yDiolS8uH28eHF1LeL4L1ioVNaoN5iCYBmDxwx9HEHlFhsVEBHHq+crJ6Vm9flit1u4b5zgxbLcHaxlM8xmEivcse4xlgQSO1e14nvfWc6+u3xNxwchrGpYz2ZQQRZIYUiXwxrwsAZWLkTBK5WIRBXP85m2jBcHd9u6+liwiRPdvvVoQdn7Y9EWB0M6dDEfjWcd0MuvZwtZGzxzhtFKqFHJGOgLXHKGn5lfnuVcqG2FWMg44H6EBh/rdF5PpYBffo2mzZRfy+oIE3i8RyCe/NCf2ne/22+Z8TnRgTMBOdaxm0zrWVNYwnDZXhLdRAxSL0RUwgMmB5easbSnM0s/8VCZDP1CDq/oTgKQr2UkgCKKM2HQzw9Ig4ChLJCiRhBAVvJuYGOXIyd8xfoBXP8GTV0/GeDMuB/FAYjRsA8gSliGMM80wYzV+QvWrqryXvNcFTB/kBwING43JsBEB6qgc3s9lv6rNl+eyqk4BVkmShGVE7J/oz7m9gN8wAFZj8B7h7u6lZxsm2s7volIpW6mMR3puY5MrOnWkGoapaQuEHDyH4nIFEfEGqOiVJn3VE/IhErm8uAMFUzwtPN7fYKFWfqsJBjsvpj7i7u+25gv4TaYl1k1PUGSqMNHsngpl8lNAIi9PoiIiLmLbDDv5rValM/2dW27q92CGRW46bjT7MdGihFgL6lyVvHRc7xqfDUVjotIaFw7jtiPTqv8cnyUjMhZ96OhkKxTyYiSYsCiZbs70nUzsofbeU6rpfNhaKIJg2uZwro+HkzkRrGQy0BsxOYQpJWuy//rqdjtF47VhwIc7g5knmNg7wE+vs3Z32O0OMukU0FR4z2Vy1yZuwv8c4p1vm4xb3wEjoB4wDpLEAdMNY5mPWQH8/gTg6Fp6EgaCMBVaBIopbYCUYlFowEf0oCQmakz8Hx4968V/Y+JJiCdOHvRiYuLJG8EYX0h4tQIG+mRLkdZZLnvbw87sPL7dmW8WlkUBYhiGxmRAx76RTqcF0zTykpjLpS3LoqjFOc+6D7duEIRtQ/Ll4B7LADmHAQjXdmDuIdwqn2S805NN23UbcjrJZwL+GeC6EOmD/SbCVZuahppN/MUst/qDtoIpLQjmpvx8Xbr3zbzjo/O7yiW75Lbqw4mFHp/ea98DNuZuS0QqTnFcjGOiBvLTUSZIhWAFP5xMstFIECIiSDcc8qOZy2dFKS8ydCTFxcgFUBtbe23q6m+xmEBq3fUSnheO0NNshs8Jkf1iAq4cZO07uyxLE2urAHIopYNHtcBxHWPom/RspWsqakEgttbZxsdX+60653AO43ckRGgqcjyy+zM+3Fu5ODugqIBU4MWNbKlSvyp/3j4ABhOqL3gOUooPxbnE1JnKSh9MCoxhbNkY9U7/RqMhSMfQNTRxdMPSdLOr9FodeaiarbYMmgPDA7MG1f4LwNG5rDQMBWG4Tc9p2ubW5LSNSatoBUVcuRHBheBC3LoR8S1c+BTiSjfiq4gIStEKrsRFpVhvtaQxJ7eaNL056WZeYIZ/voGZf1C7Y0gABfNzkLBSQTEphekaEEPgc6urCyBxhmFNt0sBDnBvurURWxdNvf6GqWF2ksXxkVNs5OY7dH+7tL5Rubi8v30cQg8AvQPQCd0E9WJPLUAMHD+4iKwuJXmOFyVRTj/UPk5O78oKurmuFQl/eLDbab7lkoBG6THEbBIAiHAjnfBBlME4VdaJJGbaRvw8m0k4sVk4aConoIhO+gHUzef7t5AOBC4n6XqSwaGftE2PwWltsShqynBgMQzNcHh5hTRe3CjwEcu8v1maRl5bNOpHjcY3i/X2j7+1kx+H/oB6GRb17F7j2Q2DcYJUXeqg1pesLqWQUq8/aWrWMgFiQ8R6arWgy2r/7+/oeFOQsdkd7e+tyYp+fnbl233CfTUnymxFb320qe35nksUGSTIdnyofpM60JtkSYFJyTA6kpifUSXIjtn95QWugGJDfaDCfwE4OpedtoEwCju+xDg0JlgmQSQkAUcKNxWpSCC1LPsiRaq6K4/VJRsW7TKqVCEiJFASoIVAgAjIzZ44Dp4Zx57+kweYzWi+OWek88/hkdD8elkQQjQcFgpLIAY8kUzwI0KvnZ7jDBByNC0BkmYY89Pycz4bA+aTL1YUEE//jadEMA4/lLWvB7uPbTubM/zKpQewqwnYSkFUOrZr9jUhBBCpLMmZhXzEMPL8H8e3vyrtrbJOSEQw+/blYzKh1/71rJVkYW1e1SRKpOc2Nkx5uWjUr3xKWAq8kaYyMQCwPRdTPmPMyzBk/vOVCC5fDD14Zdp08nB7mdDnjNw2DZ5IyBCietqVxBcW9Rlzg8nIdvwoFlkZxe54KUMdU1b53dj+tFmrdjsDUv3TMmYpC8SMGfPIRBClFJyqs+bG+v7DzflT6+7oZ/Pk9PrzfsnKp+PvZt/vWPUGeg2aaxuLC+nY4fc9TEQ8Eu6v70xz5qUXrmZHiym721+qVi/gJi8Wc39vWtOKXH9O13lBVVxx3TGAq8ZV1/UGjgOSVipZsiT0+l2ADDzkfwFIOpeehIEoCkN5WUpTSh9SXgpRBHFlosGVidHEH+LWX2L8M2w0caEbEhI0BkmERIgGgm0RWmgpxdIW7+BmdrObOefcxf2Of3dnW5Jlc03Lr9Ubuo5MWBRluIB6JxD7ZcNcmJjPC1M1SVDgkwjPTZBr9hdaxwNhNRYWRy2vr0pcmrq9ebo4z23ypG0H0ZozAu3ZS3s1M0yPa4WDkL8TjmMMpBl8jrf3KeZzIzhWb6inJ8LlGSN2WpktrnAksAVa+ZDBkNIHWXWg4El+9fXdbPZxPCDEWc1Y/hfOglyEQ565prqQUk0H8/hQ3wRoowX/GBE5slqr22lONVufub6AsXJ7K8/YcXQIyQyFS4qVSRI2vISZmeCJh8d+IpXSJz/7e+nHu2fwSSqGFYtkDFGNVCFFwnlfec3nyMlUZAm73VHK5ejhcbFa6ybiQr83b72Io6GiKQxFBxe/ZpTn03m6NDK6n1KMibGs2q5UIwTtBakdjhEiGfPDFAIhABQSHCvkomUSVLtje0fjsSSPOJblWDrgx8gICUHvTwCSzmWlYSAKw5OmzaTTJCbVttoLKIigG11YhIIgIq7EBxGk76QPIC7cuBPBjVJb8VJEselFxYYmtUmbTJrWM/EBZjHDMP//Deecn5ckufZQf3x+r780mq2vn64x+IVdTcMhaAMO8UBtAsh6QgbHAQuAy0Uc/098cd0hkJ1HxyPHPtyZKZdLJ6eV88vu9rp8DdhPEesHDPzQP1IxyrozUknStweuy6JZV3Piwe5CLqcJcRXO/vioKI7tiM9t7G/JhbWxj/mw0keQZwI/MD8N16FXN21Q36GHqk9GOMYQpeZULZmRScS0rHaX2j77uwai9CgybBxPaEQYnV28NHSrVEwtLqd5LIEQ+3B9uz294yAOAIgfjpA7opMgpnfM2IQNMUXTQVM36YQj8WA2Slu6JWWz3z9935ve3nZW81HQ8taX/fRqYFZvYkU4v2cajdcaGruE4M3iUn5FTqewklGJIioC//bhVO/qO3sb2YJ0X+kpmsLSDlnAG0pIBJ4uZiASRFUlIKv+rwO+NDOfDnsnMatmFFnkObxnfwKQdC47CQNRGO4NSmkrBUGC3IIYd4JRoia6NPEF3LnSGB/JrYk7E01MXLrXhXFhdCEXy0VQwBRKW9pOacEz8gCzmvnnfCf5z38YqG/tTp/nBcBI7IUbO3BPHMf/TwZEBX4BY6E3mYch4f3e8JmSGBRpH044xBlno9Hasnt+uv3+oVxc1uCYQ7LZ3BLrp1ptDbkzAFkonqo+QdaA8kxeYD4HZD4rciRTLEKDlgAmKawL8RDdKauF/RIbK3mzDYrs+aRn2i6DkiOpWO0RqrAyUnXXQQHO7PcNdYTEJIefiz0hJD6VSkti1xibWGguGY9ySf9UDBMsw/50NGR7poWtsYSnE6SmDXTLZoGg5cqw0fx1kT6dZgtbOfKVOjjaubt6yK/upTKKFKU7lWb1TR4TQZ897DWVlYwwSEde6gsIr5QmdjcF16PGmoVcayab8RAjJVjb8VoNkKJfrir1lqEZ6LsbUA14vbP7m6fjs0P9hL6+/YKWyWGsII+tpaZlAt7P51nEYBBHGhNTP/bRMNACgcIsG29TiC6G/wQg6Vx2EgaiMFx6obWUamsboCAuhIQQbzG4MK5YGHcG3foQxjdw65v4Bq40JhhNjJoQMXFhVESwci2l93ZGp/UFZlbnzP+fzPk/srKxMtGQdbZmIgQnep8ibhs+L4rRFk2YXoUOsh2LTPDR9jWMZo/hp/AwUU+3D/bLh7VcOi8cHZ+rGp2l4e1Na293fae2cXpydnn9DTw3AFhHNTMSN9IJxwkMC5tj8Qkufoy4x4cmnWBLq8Vm/X5e4GdTSijkYCqGMSB4odng1wMkgB7A7p6G2tS1bFRE5s/AtS2PIlxZ5Anss9djigVFiNOoggWRxtw+hCRNYJQ/tkZ4CBHzfdMIMRqe3/sf35m6/vaubVZKI62hfg2TXKy4lFxcTMcgyOdF0/IlJWMb3YnDqcNgbE3RfYpEl5flrkGdnSOrShI4IAkJQEqWbKP9rMikGo8P+nq372DxVrs9ZhlqbTkjyyzH82YISEteXDW2tl+r1UK93gqgkEykUb/pdL5zCwqyk0grem4sm8tGIQQUaolKRkJqnmFYTTeZKEjgTwCSzl0nYTgK4wVabLkUyk2CFSQCEqLBaIIxBogxhsEXcHR1d/BhjINxcnB0UePsYIwMRoJGLqXSAlILvQBSPP/6Dufy+07Odw50FBZyheeF/+tjoKuhVqI2hcgC6eWZOdcAEjNXBAwQreY/Iso8zoz8eKVi4Oi4cHl2f37FAwQuRymfC2P9s8z2YtwDio/KrkdrNZHjFdxuHShWArespZ00aTPmvCLXmWLq1mZgqhpCd6jKmo9xuPw+CBUcF2aTsi40Gx+9u9v3z7p089AaAQQYWEeadPs6ch2iq07I/wk1WZYlDfKfokMLIU3BJFHodIekm+oOZxfXFVCdeztsMk3zdYmvt5tVsff9q6gWQeB29zOKaiRYRzQeFCSsLw5iUffLUy0YCchSG43kqFX9hwcWSCYYv9/BfU2rDYcN5L8dR65WgvS4LS2uDKw0Ghu5YqF0kBvrkx7f1rRJdmPp5PQwFpAHPdlChkln6PX5MZ9fSaXot4qGHmcQtvB8yIlWPnGGgWJEG+YHFIJA+6bQklg2AvlE006v1w24/icASWfTkkAYxPF90/VlV9dWFEQTxTpYh5AyEckuHjoUQSeD8BCEH6NrXyUIhA5Gx/CSRZZBYYmgpeku++Ibu7Zqza7f4ZmZ/29mnv/goXDQ43ZBGuV4SWdhVO/yG3vw5MICBTGs/2YGL0CIGise5sVZlul0ntrAznLRfo87v6h0RTPjQA/3wi6WBn2IEWyhUCFIWy5/EF3zkxbLffmD4+V0wrcT9wKMOt1eThxfFWt2iFRpyHocAxE0kupbthBYV5Wf5K+61JaE3lAQlVpjcFPqjdU51Boe5DfkN1R3kJhNNczolupfAyfaqC+acc3kWLXSLChbBFWf3+TbUpuym/Yz4UiIloU+SeAumpaGWrOjvtSEbDaxEmQ6Td4fCQB7OGlTOEK9V7/jyXX3kgogM8MCd6Wy3+8eKxjL4K2O1vqx/ulGCLohItAnSSLJ2K/XieSPo0enJw+PjeLlNXAxxdjrn9x4ZJY4ESXso4kNHnS3K6NqJ5XZrr5K+gkXi4kXJEWZUBSF68MWZHFqm+MEXujHYtHd9FYyuQk1uV5vgRb4F4Cks2tJGIziuO7VuenY1ImmlCBRXYQEQUnUXa9XFX21+hhGFFR0EQRpYIgUoUxNdBi+5uZyc3Nbz6P3z9UD55zfefsfNL21CV5A/U7HDeAQcgis8JPzk26zlVN0rvMBJztmfZaZ3jyUJAUWeXoUPb9Yv7p8fcpNhSCxl46OZDmbq6gGcntffnxu1BsKIE+W96dW6EzmY6RZgF8NmxiMjOPDNQ8yQQh/sSgZGjzsxAt+ksIwsyuJX51aczLWQS4MWAM4KFGacgHe5SCdPtwFtODEuBUO+nASNUyLwBxl+Ie4LD+D2GN10KkpGkAOgmXcL++9QmkoBOiD3Wg8zja+u7YbB+GnWutXmlqlPg778NgC12798ALNsUwwlBAimFju6RNXU1Lz2XJiibm+K5mm/Sub+WLbcdyqzqmal/JgJEmjOAV73HSLcnSW8TjE9OEmJ3jt2CJ3drJcrXbrorixndrZTwc4VJJUIZoslTusV06uxj5BQu1A2MaBnZIk+ANAdiDcKDIcXCQwNBIJAd84GAx1bfKWLwjB0L8AJF3LTsJAFOWhiEBFLNjWGISY+MAmKmKiLnXpTxgXLjBx4dcYl5gocWFMdKF7V0ZEXrEGVFDKo5RpxTIdWgNOYT7gLibn3Jz7tm5urk/RtKl/P4UgHBTl6+cJ0SC3O7iPOOATlu8YU3r/YbvYO4WCluOjyMlpIn4jIs1ysLd4GN2YW5gqfjYbkp5Ml+3Gnj7r83Px7j51fZupCIqu91rtPy81vbJKp7PVs4vUUghTAX4WcXje05CxuLGraVAzCwCZLCb8R0BCKU72B2cirDvg97S1YY/HTZJG8zIzObrG+rkPQe8ao7oYnjJQ66LK143iMlIVqDvvH4Qyr2ytMeEQsbBMZR+rv7W60ICSOjRGuEoVqCM9HPZiYVYqyg1RJUmmVJZj8ZfLq1zsPAEActiw7DflXnmaHn1KgzHC4SE6Pjd02iSXDUwQPyPWmne8w/hnRAXH+Qo7686+/syzPqe1my+AQJDcj+7aR3qLLNOSlbe3pt3JZJKZ7R0qX2iVeYi9K6YjxrUCodiUv755TLEOMtpyJKmVznCJZI7j3i3moUYT/AtA0rn8MhCFUXx0TDvV6UONVy0QJaFeG8FO7CxIJHbWdhbsWEosrS2JhdhYWXhsSJSQEI8NQUWnj5lO2zG9nbm31XtN3am/4G7u9+WcfPmdw05PTVLtITY3UYPc1iJGBvr8AV9cSv/WcCOqHqnOsG+UtfAT8k+Gut1WlTENsLk+St3VxtYbtgTB/TscEYGJZ+bGGYvZ3btuaw36BDfGpJ5zBARPIoOrDifPe1HZUUHaysr86tpR9E45v/wyYIm1cW4OQqJ/I7r6QfGnoFcSUjEpgTcJPsaImjMVWctrIK0AWS0M93gI/uFc3FBYxATHZbPeLgmpYjtCwGYToVkmTIOSLV3eyyxbNxj2hlpckZFQUnbQ+cCEPbmI3zxlc5pBFWyoPXh0Gru+lS6iaX+gUcsAC+sdrf7BXq/YxD88p1JyHpXIZwI4a5R+Xyf287rAF1AxKfoMl/M7lkL0LVnJqXLxM24IHrK0PBuNvr++qAuLU5pe3tk+7I90M2zd/sEVZ2f1BC2UGZvoOj77QLAMDEh/rZrN0zmGsFTzVAgiuxgSmsi+fFXIf13XnwAcXV0vw1AY3tah1jqrbq2t2Mx8RIKQkfjIIhJcuJSIS65J/AOXriUu/AE34l5ECCJCBIlJxEeERLOuG0Z7dG3XdfN2P+CcnK/3fd4nec/zeCmaEtMSAPT3dz45PgasAqo4uF7dLDDID8UlnB+8RAA9rDrSAJWqFkhBM+dmQ11x/+LKqe0m6TpHuuf8QlyIsM6v0F8VtkdDxq6pleSveEzAWHe0ORwXwRJB2KvLib2DazmrNXENCjbeJUB2b9HSWIasOKaJJY8je1wBtphXy88ioZpUtU/BoMmybhiIJqYTjCgTx3e43ueaGGJg/pc3hWnwIB+wG6DPkHi9yC7dP+UVpcj6vZc3mZ52WscE/sU56TMQ9CRHma3tF46pVVR8dJianxL8tLC2+by+cRqPNXVEGR796BDwlhUVqEiY+tNM03a1tDY+PMrDA7HBvqhpwVib59H7R2b/MMXxgTo6JGdypDu3sJSkfOG0mDddJApwQP7GJ0dCAn9ydssGGitlqx5xZ1df7Z3Zmenwzu5rkEMAwLpRdFyLObbaE+CJtUVzn1msFSLNQlqS+3u7Yan/AnB0JS0NA1E4NYlJbNomTeMOVsWVVpSiHqx4ERcE/4In8ST2/3jyJggKgiCoJ28e1FpJWxvrUquJra2J0aRm88XrzGEG3sy3HL73MCCtclkSsoXkzCToN9jI3GahpGEmMDzSVyoBeujx2ODi4qzZsNM32dOzc9NE2iJNW+ux7R3hUUY51ksyOQ5ym1dTHVAwVMh92i4tVb5du278OnAkKBiwDOA0TMsd6mGmZ0bWNg5DYZ4gKI4H6PcSY2JJISSgxobXcBzH/icTUJoBtsabxOK1RvKR3xaGoFQiTotPmqx4uWDbMXC7sZzkKrWf9w8DMJyicZ4j/fCIMLelGZmfiqTzn+91U/0BgWLRNGIhRk0jQDUszXX5Cd/FdWV8kIKLe8lulATx+SardUWfnw6EGLSfpYr31UxRDzK8JL++SM8swxyclEXZ3zcw9qtrD1VbASU1xV4K0t5xiWPwRFRp711oqA9koLN7qG13X1xdGY1PxI+OhKtLpR0IyLGUWtXFIgf74mYqeZP5sC1Wkt/IZiLa023oOh5m4Nvl7gphNtTKc1+aBuuvshwKBv4E4OhadhKGgqi37xYICgRERXxLiKgJitEEYzQx/oaJcevH+AH+hW5FZaFxoQaJgFiovMRKgQIF21Ln+gWzmTMzJzPnDBmYmiQpxGHdOCqVqoXipyw3IpHF+G5MUdTce5EkiIP9na2NCHSj+4dXluXaauvsJAQV8vxCgrnRwh5L/+cehvX8VElcZxPJAsxuuoEEGwN4nfA7omv+jKiYQ0brWafH0WRSvLmVXE4aMEsiHWAN7JLjOR17m7KI4DsDvq87jKEd4Qcr/zZUWKExJAnG7UR76/yUl7M5+MEIBRSCQobHyfjHHY8pBXg6zdoGJpWTurrJ7W1PLy94XzIy4Di+GZyZEBrKL7RYzaC/vjqtVq9S74fmR5cCAoPd36m7Z0g9gWWpjqqlss23j65YMaXaiDoQfg3G6wvMzoWVZrOrmbKs9OSsKufUb9EzZoWDrNtly1eJcvXn6HDZ7WZ+am/vZTsr+IcWlU7XM5lmLq+KUoUmkc/rUbHI0Wq0EW3Vt2KTl1dZDS+68RtPICoQgsJSUyz7L5VrkCKrKxC3NT8b/BOApmvZSRiIon1BO1BAUkgRUIxCgA0slYULNy50a+LC73Dh0rVf484VH2AiQVGDQd4QiqEQ+py2UL1tYjLLWczMnZNz7uTOPXSpeOgVbtoOTIJTAXEvCLFKtQyU0Hxtq4r/QZ0LTifzj89OtzeQl+pxBd1cFe4fGuOZDXvzmrExdJBhIZVeyGans6SIoO33xBST6OK8tHWIp/rItFhdc/L79N3tydtzq1blAVhjSUsnI3PZclyOolh/cDSNPMdcr0U4gGz7X33n+j5hnjna0V5YWuJIKBAJMRBsNuDAMkz8q1o8dsjVSh9NlcFE7Q7X2RTySGfjTCQ9ESNrtUzzdb5YKDwiWm35/XszkXA0RCSEgLAD4ecf6wvT3Fq2qWqK3x8waBhwXzjghNn8B+404MPCMu16xjkUiSFbwNgNRwOiiHZFVCzHz04LJI0G/eHasLNpJsxtsENQoPBjCVXXdcPIpERgQd20QTSsFLPx0ru+zIFm/upoFEPEgYdiPKDKf1oi4/EoQbj5g5xm6Aix/f7wTwCermUnYSCKNlIKBQq0vFRACaD4AEKMITFx48KdC7duXBn/wS/wj4wLxUg06oIFyAICkaBoUCi0wkztA/QOTVzPJJNMcueeMznnXEsivozJEEn6XwrAuZxohLvdPtSNwHsVRQMGxzpgxQ74Ekmv52f5wl3n4kYGCGoh0bo21bTYMjaNZAMAm9QPD1YZq/H2LoviT7Umcy5ma53dzdmOj9IAda5v249ltdLQt9NBaWT0BjOaQAGkpI3Zp+6cOVHTzJQm5k8SV2fq6aDmKk21VAMIONmIsXYnmYI2HKvF0vfLB02CaKb0zLrxi7DR66Nsikd4Um/JO7nA/l4kmQpcFVrQXR+q+hCRzfGYKxgSxoBdwwuXxU+iNqCmmc1UJrPm97tD895kPOoTPILgVrBSfq7DbYUjK7FEVlZY6L4SsjXa2MM7v8ZL9bbH0LGf0/wOSsUaNYXXHgW94wBPklZrzS5QhR7hJZosA3RHfXGAVUYe9k5O8/dPHVFUOM4eiS4KPh8m7mzk4jg42srQA0kicmBd/xOApbPZSRgI4viWhX7SshQRKAQKxO+DB6MkRE304tmn8egDePcdfAFfwJPRxM8EgfhFsEYkKYTSUqDU2eIe9zSZzGRmNv/5LS6V81DiZCWqqgRSjxfYYEc2EtBQRLg0jI6mJfVChkrhEDo+Igk1fHbeoELxMP5HmE1mFE6I3IO9dCHLDW1ruZS4e+pAV5NL4uqmsLMeBqMhKvYPKyenV7fPnhhLb22orus0W14EiieDg1WMQHtFWedz4XcowIX7c5TEAI5lURoW1dq5psXEZCyxEx8h8OzA4ervNoOjLC8JPAeBCrOHtsCuFcnF5Rv0oDAd63q05zBfrz8+YpptNHQYRUK71eLNY1fPRIzO5Pq+L0sSIYrZp2TdnJZeWSqDdeAQLZOaBkvD9tBpG7+2OxNFBdH9UzILKSM/N5wovBT/7nIP9Wn9g762ygISJYz86WJslCJWXsOe53y2zNqLAe5yR2PorUlcbTTN1RK7XSnUak42mxmP6ecIVDAoR6kwB4d6PUhOR40rgiD8CcDSuaw0DAVhmCQmbZPem/RCUCwueqFeQCsU3UihC8WFIG7ElS/kI+jatQtREMGCKKhgxS6stMXe0kqbW3MSQuvk1Ec4HOaf/8yZ+YbaWM+RlLMeG9RG1zRQP7guTBabYEgC02i2wdgIfHA40kVeP9hLnF+2Gz04wxwkFfD5EBM8z+wWF05Pctls7PG502nrdw9fxUL4sCR46EmtaZbfjOsyuFDxsypd3XbT6cWtzfl4iEBkLBGP+QNeiH1F1R0qHPEPbMRtPuRsHeoMxOrMZzDMLNSQiUiKbkloeYkbygg0sPyqGSbpAn20EGg8/iF3izyhqkqlJrNuemxY+6XkzX2rJ5mpZATeaO2+0zpXfhrQU7RTiJ5d1EEpHGQ6nlKUFSWTSfkDPqdEhCd6kDkWncY0Zm0ly7FswM/KqiKPwOszte9GV+qDdcIM0Yk9dXV+iWqdeHkfSQNLUU2asZMisZ0P51d9CQESP6mNJxEhGgr6LJv6qNSOj9L21PvTMhxALYaWMZjFxbGcZdmcx4Ox9+hPAJaupidhIIgW22WLkFQ+FENABPyMYIwYoxijnkhMPHkSozd/jmf/DNfGewUVMQWhfAi0FYpAaYvOoj9hZ2fevjeZnUcnk3EyPIrIqwOBAqAk5kfAqhkEtwicXixLxngci0Y7rcplmnn7GOdFbn8vDkg467CHAuxJynN7lQj4nTyff3+p7q6zpmXpJkaIyj4qvGA0FHtfR6th+u4mcf8gDEyU2uEO1walJm3SbsvUa40WnB/QAEJDNr7b/p3F/ibsph0gNN0rh1jMQi0C98UYk/YUhb80KDaKRtRKyC7WSfaA1ie+1/oQRMiilwktMHlRI/Z5bsf5WYB1OXNFas4fw5S67Le1uxO478zFvNz9yfIyRlSPGMRNPB4uFAyWyhWg0D1tKEnNQqE4Nqxava2PjPjWBuh0WZEjkSVMPnzT0XCwr32zrANiWpXqZEfFtNnYUXVQNGJ1Rng1cs9dkH1eH3N85E2f+rY3XbWa2vgE7BtpI1ZTW9eZA+FJ6WpDWVE4bo6M85IdTxakMgA/JJJuGr8CcHT2PAlDURimfBRp+QjQIl9SQ6MYDA4kmqhEGVxcjKOri3/H0dHRycHRhLgwKBpQE406oKRAERpKIVTaUrie239wk3vP+9yT8+Y9Tg9FhcNMT5KA21B3oLCgoYARPPQikOUCJy0vMDrYJhnWe3El+oJJURSR2Ts+TORzTFvofNSeNU3lIrQydlc/jaGxFGbNL0GiQfgiNqhnQ9POTjdakjGZeoqFzF5e55dsr62Ac+qMsAxCjnL5iSRd0diiMhjiiArMLcufR+CsUzzWwfHQDnjL2Ldldy54KJrykm6yD722inwDfSs738ya5RpCOl7qk1ldSSTjXlc/TI1cZGek6gTyKorxpyJz3O2KqPqmSDKaGPYYY89lQueXjampAyCLxR0uFYNmHK4BzZcBNqD5Ab8fADLRdLxT5rdXeXyBTzFF0bOZBBJJWGuEeJ7jUnH4YwdDgWazDcccqxqoONCKZUKRaEqWR6UHtXSvBP09PjHb32VPjmhBmNQb6L1uu73rrK9VioXk9Y1GUz5oma0gbEKWh+k0B1U3m9u+f4R/AUi6upaEwSi8OTb35ebMzKXiB1ZYQhTShVZEf6F+Qbf9tIjoQujWK0EoMIlKh1NTwSFSbuo+s/OuX/AeDuc87/NcnOdBkIiiuGkWRqM/GPICL4ZC8LzrIu9IqKTbG8kJOR1fXlaoag3TV4K91ChsfHtTlCWr2Wi2P8fTH/yjT9Rb9msH12YEUJXoplTYS+/upADuRCF8Xs5eXx0+VEfpTEEK8wRmsJzwpTHoggdHxpRAbQAPDX3OsoyfNYfuEi0HSqd9LELGmBzHOZ4Ne7dYLmCGkAskuvUAuQFczp4v8NIB73nmVAcZTziew/GUtJFUejORNSulLS64PipGdXN996gAc3MDghdAdoinx0FQCPdPEzpIuigVxZDjEdcPp6ZIcqJNpbDoV4XB3xaLRuB3SCZi2UxqW47BDiFbBppRuirw7wBBtd7eQdrn87mOolq2jVxa3d//4AZAC+gtCJjBcDWcMLW60VZhLNblk/hFiSnk2JdntXy2/62TlunSFAkNAezxHacc6I9pAs7jfwKQdC07CUNBlBSxEqCUV2mhQCmoRUgTIeEndOPGT3Dpx7lyZ0yMJIgJmmh8IUgbFIrlYYG+aJ2rXzB3cc/MOffOnPGmWQaZ8KPmONy00SKZxUJH00jaMhAKqlPto/8ZDvmPDtiXzuimNQph3XJOF4t46/bt7LzbfHBbz9hTzxsgmHiC4nJ0gc8AJYjHIqCrIEUo44nUl48Pk+pYbz86KI+tPZNVqDNAcxtT9Rvf8pNkOJ2ieD6b5zNQQEAzguaAU+E+nKajyLrWsNGFXWprC20j+29m9SHTJfPvD8hDUZFyuUjRXNA7UFV9PHPn8x9hh9sr8ZOpVsq5pyfVVDIB0XlB0D27TIYTRbG2X/HjbnXb0JysiwE1I4CtgAjgODYLuR7fNA0doqPXamAChqWMFcuyATQQE5AHFYQgiChJMDQllIosyzBMMs9lbduRZRkZTmMbZCSCLGS9vuZNGxCGPFMXQBU0x7EKhcKXot/dS1cN+fL63VwZ9QpZEdO1eqxx0XjtDSVpNFRmC205ncwBa8B3IAv+CkDS2ewkDAVRGLD8VQWhpbVQoYiJxBB+NogL41ZfwcSViS/oyq0xcWPQEJUFIoolEAKWttAW2oLn4iN0emfOd+6dzGxIUppMVTWNt2ar8yULPBfEiQlSPu98O+R1bVXudm+uyxwbeH1qCFGL2aFGU+r+2Wn+RN3AHpeU4FFMwygXDyKRMOKoKEp/MAQ3Q5bAn7+KbpvfV5f527uJs9pstdtIDXANmcBH+httmjycEnf1zzgJlkkJPGKh6lPgarVarJQKXu9K7g8sA75nizSa+30LGK5107EosBfnJ7XjCg67O58AGWL0pDecMwnx7LQiZUSEOxLL9RVupPOhwDCV5jVDZJl4CP/K4/NYnUNgi5mj6UCplM9mBFQF4DGsxdwi27shJyg26ws5h/L7VXWKTyOGamaC/nVNI+MAFguUaCbOkHXjSxdgifxD5oHIwYFkGK9D3jqg0BOy0kmnwzQ0CJmhjT9rRx5plywyfKgbjw1rrDvJuPNS771/zCCmSYFNi5F2R97PSoVCfmm7fwJwdC07CQNRtJa+OzUWkCpQDA+JYgIkLogWXBhXunHhXv/B+JEmahRiQEIUERQILc9SWqB4hx+YyWTuPefcTOYcKqIqsLttLyRJymRSSBBg9kbUJ7WyFs7M3ZhrWfEqzzRaOuGuqs0ZcPBkRtAsQjLa3fEPhj0YmbHlfuNXUbwuTu1g1aCC/aj0LtQWx5AP9zfGhCpVajOrhUTJ0AeWZTNrI0iOY6EVPDgRCMemA0XNHWtkjuOx8OFB4uW5VCl/HWfTMn67c1+LH4A2S70H9+31ysPBIBoN391ew0qgL6wp//hUyqXlb4e9POP3sxfqXgwGSo6jBU6kGY6g3CX+JEULPI2Tv0miUalJdEuUzyVbcdbAFQqGm60fw+iTOAON4Vnk88lQWwDJfZyIYk4t7KUOYhUIbGxOsT0wYwu2AzxNeuCwtG70PWQ9r50oAaXTbasBf0QNvZergW0Z2qvT7r0Vy4ZhAMpB3zA0b1N78QhKMKNUcgHqyTJ77b+tQuEomXI2xbmEyGqdYLmcpp2CIDXH5r8AHF3JToNQFIVSoBSeDG3pgKWpcUqsC//Anb+g3+fCX3BlTFy4MLpojEPqwrEDlKEFWh+kxXvdsXp5gXvOOyePey63s7sFDg62AgcjVMT11WW19AVvQBJZy1KIYWqG8vOJPBMvi4LAqYTZ7ionx+1kkauVbu9wbzwZ4cm8ZjbA1DCFDNPVOLzjEYQooVJhdHbaOb8YfA/BJOHtHP5aLctYoksqSTKQMIYaCDihwHFcIpMVWBClrKkbQJLvH0NMLFzEt3f38OB7U103QCgBuhSiBmFoVlWhJD6+Djq21e8/79vszcOy3ZR1JWH4RlkhoOE8z222LPDgafTWMCV3ZuTYYprReHjQ/aX80Trnfd8FFIH1AREBZbTCtHlmGsyB0ieOPxnjyJUCxwKCNcyAk+sN09A0mlLYHCCmWqsIOB1HBDECKIJ1ZgF84Dj/b/ACnfL0MrDtFqw89QNKKTZ98nya5mK5nrG1nN/MGA1zv9lilKrhwmi1e/OEc0PiRaqu6Y7jAHuNHPdPAJLOZSdhIIzCXFoLLS20BRoBUVaEhKV7jHHhM/oIvoCXpSG604UhEC5SQkFoBJpCLwNN6xl4gnYy85//O5nM+RmOpcFvYMf57xK1nVNKFiH5IqR8RZywVksf4qwkqzm5dJ3gtrtZv2vkC9VssbllTJTLbL5AdcJyDwc6uJzn+eMwhgSYuFjQWrf3l5XE2+tDb2DnZJFlaMg1var0/RidwcCf0sOxZognlceUgPXAWsDITGcGjHyjXoNLjeJytXy+EZwqwE8QoHLhMVg1zUlPz+3D8UW2aWzMVfD4Yp+ltfVeC7qfJSfaRfUMTydGjscT13WT7taz13uiruw9OIULR5Jy9aXb6EP4FiAQAui6ZE0vcZZgPPzGKfwaHkURMxChIKCvIn3PIb7DiSIQl0kylmVlJRFGWxCSeUVBw2u/f9y1blCm/dEQFIO9V1VlaixwaHBeLyplmj5MUYoO5oaHM/8yzUZjF8S+ex3PmxPyk+I6QRhVyprvebo+YemhRi/3/wXg6Fx2GgTCKKyUS+/AtGkrFG8LbyujD6Dpwkdw4YP5Cu5N3GtMunWlDbGJjcXSToEyhaLSi55pwooFC5j/P9/J8M8RUdK6Vl4uQGgzXBsZeTAR4wUMumwuah1/M5sVqzVimCSeJiOvlHyfdIerpjmLIlAlhLGPR+hEA6dA3tEJQS9wtR3b3t07cN3h5cX17fvdOm8xTbCgsjz3BdYDZnw+XzLG1nMZfCsLL/Q3pTzYRERvUfKFHB3xX3HhiqKYQfmgZMdH+6OxrygZVVUjnnkjWLm670/6jvv61oX4p/MVpV48+7OMbWVo96jjhsQy61gQLvUPG4NWq3H/8KwUCAucmyuh/ZJ2PuwkYZIkg5MBEZ6PumXQMLVULpbzmXVqJx91FYScnK1WDOh9j4W4A2tIdB0EVCyWzC2L6AQfF51Dq5B8/tMw6qDcHas59vjeLB170D9YW6Kpzpf7k/LTXzjj8BOgNkaUsnCKSg3CoKJrksinkGHwAt+HhT87P5XEzONTGyz2LwBJ17aTMBAFYcGWbQutpS2oMYSQWiXRBxLjH/sFfgK+6ZPxxUQikdJiQQi9INKLc+oPtNvJ7p6Zk86Z+nK1IU8Zr/4bZUvbMo14wy74+WVhkulM9YNsNn+HKIqjmFHUcrJafVEUckIu8aPSinnSNdebEOoIeFEWIG+K+WT8cC/VlhvqKcWU19kQQS7KqXF1kGCAaBgG3ur5C8toYwfROJcqAx0RRDkvUvBszgUucWqrJTt8LU5VQ6yF28g09RqjAVcAqKhkjtPHmj+mn5qmXdg9d754fQv3iTC6KtQtz1njsN/hmq3UFcg7AVqOiYYSidLp88t6n1bA21xvPnQcgG5ZFp5JXTHGsK1RG+kn2tK3qLdblNPJ8kt7AJEHrEA4ZFlqqS3PdyFbUbdQ8yaT6c31kMJS89y2B21dQ8lQNSUIvlGpoyjUjtWmIruej/X3e2fAP83SXRybne552oHspEiJQzp+fLq7HeEAUA56AXIgzRLvTwCSrq4nYRiKbiwwt/VD6FAWE30jRgIPaoQ/beKj/0ONMSE6jIrSwdg0YXPr5ul870N7e+859zTpudbobKjVqfaP1BMnNEA7HUqIKotdntWqBINEUm7jGC0dil2uI3Q7crPOsp02fM5VkqbYuo77Euq7MdxWFed0/nTPrNXm/W4h1W+h35yOgoAzDrW7iWM9Z6aqfB/FyfTLsm0DQA76wjD19HVKXUJIVSs0isjBPCsEULnHpVwFwQD8sQjf9Cecxq7d81CQdrfLBocCEVl+SiSf47bnYWoYxelx+fpVmJaDO+ZufnVOww/v5zu/HCZV+0SmpNXSzo6z6QVjSPA12GgfStQ0cQSU0SqKaoV9CsOofSHAS8Bk4BujHsoRmYgcAmoZzZj4ZJtc39w+hy+z6aTdsRzH/f/VhfV94SO00OYQ/K631+91GXUbpy6rcXOrOWeIjFnrSRu24zw8ztGOoeEsVQUKBGER6k3Goz8BWLq+lwahMDppw5k6m2UJ1mBCPxZFD71Ue+xvjzGIatQYxQaNGFMmOb1tXpVp57v1dt/kcr4f55P7nbPVbrdQoxG/yJiacFxKeEamsoX4tSC0+P+92CThjiO2ZsneLUlBq8MwDoIIUOFAfSXLwMvFVll50ZGrUq5V00KSs0oDWNJbnpyWQcExDAwBiJltzLxIVLowQLPtgyhmg9cRPgbSQYv/YGg8C8PlUcthMQNCjR3Dm3sAETccjz9N03RASql3onymoE60qU0uueXpifvy5msyP7SSVd7cs2y+9rt3xmiiRN+z+5tmbyjnZKODQDEtknAij3JDNzYkNrlRFY3zNYLveTBElJBqHEh6vYZuh/kaSUOCGsK3FOmvaqrrug+9x37/qXt7fX7mOs7u1eVxtASh+3n/mPw13ZgxYYpTQflVdR0p6vmLoiiJPIcRxqG6oqyS1JsH0+kXSi74qlD+JT8CFLJ9y/oVgKRr2WkQCqLKbQu095IgRRJbSxMNjXHlTrcmJvqZLtz6C74SU2MXdNG9tQilvlLqRaqFeAY/gAB3zpw5A5k57OjwgOYy2brVtMjA9HdJ/yaqrJzXo5ElBIZskMhOlQwHcBhgpHJ6nVaAAINC0CciEBdEJnJF0l7v5P1tdnriFdmiZYE1G9FcK40TVrQcXEHUWa2mQSbSUh6F6ijigShO43gwGO7vefW6Pp4EKOClvK4IruPmURRXyY9QQrklCwlxv7vTaegaatskCMHNBh5FGOij222nUlHHzy+Ix1OYea5q8swfBalMzo63pmHC1wJdtO6HadM2Dc5xId4VeWaZG2Qwufz5kt+Aa16s0JA6m3av5xkGp82J6Mw+P0DROBGgWNCFhdvt9B8er67vAPuuu41Sin4RMhPZeXPbP7+4BBk6to32GQIERzpHNyzTfxs96HPGyDoxJwfY3PdH8ewV5I+kBDqBfuBSJQOChLxJFfYnAElns5MwFEThaLG0XAFJsLQWWoUUg2/gzicwvqpx7V6ixo0xJC5QAm0CBQqJUhHQb2DXTZu5vTNnztyfMxq83KIqFmFrDRZHHODppaMiSKVEwE/WNkFLGMG2S/sSfqltN8+2bSTkmvqhMprB2SgeY6pSOkAXhVSF6UO7S8heXTrhKI1mcoJMPFR0rv5AMD4oi4RraUAKLEpvnoMMrEfL7FvlYzy9UMgDOOki5TkhO5o50VvSdV7PGnKK2bbKZi6bJPPf5arXD33f4zcRJVhFXlF5A/Y8ncwAf9ijb/+Mo49uL7m5bmzmn45dfB+ebDYmxkMIoaZ13wNRSH7xeELcGFldNrj3NLJa1XUh6/3B4K3TqdVqFMgg9q5hGs5tVSqwvfbjy0WrScLD7ZhdpuLp+fX27n4YEyTTZtAgRhffX4RjP4x2gubKFMkvBt46D0rFgqgYmnKf6tT3qlUXXME9qB8cp7Jer0iNzA7j+heApOt7SRiKwtqma01H2X5FSaNNKxRGK3tJCILe6yGI6J8teimEiqxe0nBzth+Z1iQ2Uey7C/Z879255/vOd87uzqWq1XIux/1fChAl3TeyZI+QVJCPmXSG5jgWD1wgR5qxMHmeA7KgUEFkmlY8qJuXFyf7tR0SbFudD8+D45dK67Bpzw8BueM9zv4WUswKk6EwPaA9TQwqLBey9BzGjJJjxnCXBMdjXYd8iMiFE1PyvwUIGeKKIqZ08W6SJAJ8MKWqri0tFuCbj81nZAhHh/XxOPYDD2qKVPRJ67BJWd+QZQV0NAxnUZw2tjjLGW1XKulJPIwWXtosVtLzfIaZ39RUUL3/2b9t3Hd7PiyIQDn4GvB5/jeKwX4QTe2OtWsYmD0I+neNB2gT13VBNJZtPzVfZUk4Pzttvb0r2EBJtKwuHDochYg6WBuUAeLwT1IIZpPuJtAjtuNi5JppkmpqaoZcwg8CbA9Qe3V9Y9uOKArF4iqwBRWjSCIgCI75E4Ckc+lpEIiisArYRCkMvspM06jtpsZEt/7/RXcubcLCNGk1SsXgg05fUvwu7GfD3Mc5d2Y4x9H6AmAXy2yxSqnAT1He2FUM9myBW7vFif6DGBBQgmIbK+d4LY8BnvqLY5A4Ymhn72Yvr1EUEQMCHoY+WBh4+cPwaPwWrbbeXlUysjReO0WxaAT/5GV4Wx6sUclgOLyW9CBy8N38K+/GhgWdzlltV1z2etoYvbTWq7XIRLTCcdgeEEgAbLVurmYajUfXEzyW88C/DZPvR76zy/L+TrvuueNsn2fHvrru9y/hgU7tJgVxfRonXWN88bo27+lc5EJ9fzKd0tkaKV66AjGgtpJkAqG/vRmORo8Ew+iYBXYhzyn2Zb5syd/D6w35TfLB8SiRhbXwZyj+gdwWHRa/lrjxybSQ/PsHAMqyzzSdh4EigZQKBoMr6jjLMlq9CttVbU91cqr+BSDpXHoShoIoLH14+wJSBI3i1hh2uDMaE+POH6w7f0OjIURCKNJGUQmgUMsrtX6DuyZddHLvzJlzbnPP6GQ04Eh8dE7gRTNMEh2pIWfAyw2fSeXWLFVnbWOVKc+UKtLNdVQmw4EXQdAOglbY6yNb/n1ZcjErhZFbRTtTltnqrzXDysWrRXKBV0s5piuIP2EqDn+OZfMsDpv5Dhpo8j2lUGAl7BacCiKjmzosUc8L8ySBHbGXtf0D9EQimLkgPaFVniM3bmBgtN7ZTIbxFEslZa6NzadnjJX+030ZV311e2kXsiSKP3e1ySr5iKLBcyeMh+P8V4N/Ex/CgPpAOe1Vqmi+sD8AoeSi/2g0n6d+2WdxQfLJ9KtS8ZfrFfqp0+mi3uiCN9dXrud0eyGJBRLe3T80Gie2rer1o7f41S26YKCtLPRyueSxnhQrXIaeN4jix6c2oAg4D9+HtZrfbJ5enJ/JUIZMfu/Vjw+3oj79E4Cja9lJGIiiJTQSrCKtaTA+ogmpGjRx140b/QcXfq4rkAQDMYpCMQK+GsRQp0OLdKCee39gFpN7zyOTOSfrumeUJkXbQzkPQBIpI077WIGE/RWSrlmpcBpRhdhMEW2qJWgMqAVaXiqKHsvqXFgcx0DnXI5sE90yNIxueH5GTNN2uxsISQ8CyRxjNiOcCb3e6/unz9FkMbgXIxYIwXW2mlJU6MmJ3/Q3gJvQ6PdFmi4gOqgiSddZyabV2zt70y4UDPgb4EzvZUBP5FYRAvSxeWPq7T1LbJmakdc+vsR4Mru6Pofn6XoDMfG9TucvGlHnfADdPC47jmkVIHcBANxuN19wpSaOVWRpEnAHJBhsLwfXZPtDqJiY84KoI6dWb4xGP7vbO43mfbVWP3QceNlW6wESYd3IpxmuLV8koDopZH/4hmkolew1YxXwsVEsPj/1Eq5bOj46KJf3YS4uL9zTk8r3GDMcYo+llNjgfwFIupqeBoEoWFHYIokxMdGDCcTyD0y89aLx4g/wr9eUxFKb1iIqu1ugtEuhzqwJVwhh37w374M3p1F0y27hcdAAnMZ47pA/VQYBbN+lZiOX3oDOzNJlxZfj0jCzA8EBg4fP2OFZ9JKuhzOA+eNegD3Lv7dblnDOXP8rBx40wuHJwKoKG6Z3ddX8yg14stX7E1aQmJdHiRnR280u/+P7UhYtKYDY7xscGIBY17UQ5yAattXUgUT5fpCxP+BppabJfLXK4BCQRNdqNnQM68IH52PdPo7vHu5vlotc6i5JCl0eYPIwx+tL8foS9kdxcRU/P41hpHBcHEPryQgohcJmQocYAVQhzIMOaK0p6dZz8k5K6dj5JThJmNdntrZqkQ64dMumjIEdl2UzeZtuqhKJTKFKpRFu2ng0QkaTpnN8VaAHhJ4lHjGM4xCZA0DJwuOPek8X8KVSaQAjCsM/AUg6l54GgSgK05RS2kKmCypq1Zr4b1zbn64LN01jrBEtUpBHeQS/g/sJgZl775zD3DlntH16JO/qTj0hkvcdwf5Sltr4qkg6fBIP66Ov479rM1Hte3OeSCEuyzyOj4Ozs2OM6fu2koFq7c5nRa6EpPjykac0vwwDqZhNptpqGplygKz0F7Go4KCdHMJ/mZTN5obEEltr2pn0cN3PKKJ+gnFtmwjtpdzpuYScfORdZxBlbRmXpTl1n7SGYr+9HygJDqxu5V+Y5v524TnZ2OrDwL6+C8q6nrphnFrnslyvAWVlnlj1+GEfLb7jgql/fnk9fETwXMnvVtLf5sXY49kLdfw93AxXo44x6sTsWqYIvG2WppXFjC6hqAlFh+WSwqBQw1oYmfwk6voaAxquzpXidbfbs/BkIcggWC1hP0CbU5YB0Yf2+B5IAstkjGNPzoMTIsv8JwBJV8/TMAxE4yatnciJm0L5GMnCABJDO8CvZ6RCDAhUibEVNEWoaqIQE6VJHd45qzOdz3f3nn15587mQD4BzvI2/aE2mM4E/cujL6iRkSRuRMAFcB0SF00pZcj1J3m+x1dO65KASTdA5tBliaCXodQE2Tu6w+2OgA9K0agJFBg4HiiAZHZG7pB7wLDAn8SmjQFNBuYHq0MAWUnHljlG/xHlgiVAFuD1OLjTs1P7jMtgiWN6DbOj1fR2m7ZxmefYoehwMMglqI6vLn9rWTbjXSG+M+6I63Vab/axGSa59gs9WW/jx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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1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a specific color in an image","description":"The ability to change colors can be a useful tool in image processing. Given an m x n x 3 array (much like CData in images), find all instances of a specific color (c1) and change those pixels to another color (c2). Both colors are inputs to the function. The output is the modified 3D array. If there are no instances of the color to be changed, the output will be the same as the input 3D array.\r\n\r\nAssume the class of all colors is double. So, for example, black is [0 0 0] and white is [1 1 1].","description_html":"\u003cp\u003eThe ability to change colors can be a useful tool in image processing. Given an m x n x 3 array (much like CData in images), find all instances of a specific color (c1) and change those pixels to another color (c2). Both colors are inputs to the function. The output is the modified 3D array. If there are no instances of the color to be changed, the output will be the same as the input 3D array.\u003c/p\u003e\u003cp\u003eAssume the class of all colors is double. So, for example, black is [0 0 0] and white is [1 1 1].\u003c/p\u003e","function_template":"function cdata_new = changeColor(cdata,c1,c2)\r\n  cdata_new = [];\r\nend","test_suite":"%%\r\nr = ones(100);\r\ng = zeros(100);\r\nb = zeros(100);\r\ncdata = cat(3,r,g,b);\r\nc1 = [1 0 0];\r\nc2 = [0 0 1];\r\ncdata_new = cat(3,b,g,r);\r\nassert(isequal(changeColor(cdata,c1,c2),cdata_new))\r\n\r\n%%\r\ncdata = rand([400,600,3])*0.9;\r\nc1 = [0 0.5 1];\r\nc2 = [1 1 1];\r\nassert(isequal(changeColor(cdata,c1,c2),cdata))\r\n\r\n%%\r\nind = randi(100,[50 1]);\r\nc1 = rand([1 3]); c1(3) = 0.95;\r\nc2 = [1 1 1];\r\ncdata = rand([100,1,3])*0.8;\r\ncdata_new = cdata;\r\nfor i=1:50\r\n    for j=1:3\r\n        cdata(ind(i),1,j) = c1(j);\r\n        cdata_new(ind(i),1,j) = c2(j);\r\n    end\r\nend\r\nassert(isequal(changeColor(cdata,c1,c2),cdata_new))","published":true,"deleted":false,"likes_count":3,"comments_count":0,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":75,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-09T04:56:55.000Z","updated_at":"2026-03-31T14:50:08.000Z","published_at":"2012-07-09T05:00:53.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ability to change colors can be a useful tool in image processing. Given an m x n x 3 array (much like CData in images), find all instances of a specific color (c1) and change those pixels to another color (c2). Both colors are inputs to the function. The output is the modified 3D array. If there are no instances of the color to be changed, the output will be the same as the input 3D array.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAssume the class of all colors is double. So, for example, black is [0 0 0] and white is [1 1 1].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":850,"title":"Spectral Distance - Speed Scoring","description":"Find quantity of pixels within a spectral distance from a given [r,g,b] spectra.\r\n\r\n*Spectral distance* = sqrt( (r0-ri)^2+(g0-gi)^2+(b0-bi)^2) where [r0,g0,b0] is the target spectra (0:255) and [ri,gi,bi] are from an image pixel.\r\n\r\nTwo warm-up timing prep runs will be executed against a 512x512 sub-section.\r\n\r\nTiming run will be against a 2036x3060 image : concordaerial.png\r\n\r\nA second test will select a random point in a small window to confirm accuracy.\r\nUnfortunately bwdist does not appear to work in Cody.\r\n\r\n\r\n*Ranking* will be based upon speed. Accuracy is still required.\r\n\r\n*Input:* [image array, spectra, threshold distance] \r\n\r\nimage array [ x, y, 3 ]  % Higher order images is a future activity\r\n\r\nspectra [ r g b]\r\n\r\n*Output:* [ N ]  number of pixels within(\u003c=) threshold distance\r\n\r\nPixel count tolerance of 1% is allowed\r\n\r\n\r\nThe right to update the test points/thresholds is reserved in case of shenanigans.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 393px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 196.5px; transform-origin: 407px 196.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 238px 8px; transform-origin: 238px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eFind quantity of pixels within a spectral distance from a given [r,g,b] spectra.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 61px 8px; transform-origin: 61px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eSpectral distance\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 311.5px 8px; transform-origin: 311.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e = sqrt( (r0-ri)^2+(g0-gi)^2+(b0-bi)^2) where [r0,g0,b0] is the target spectra (0:255) and [ri,gi,bi] are from an image pixel.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 246.5px 8px; transform-origin: 246.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eTwo warm-up timing prep runs will be executed against a 512x512 sub-section.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 206px 8px; transform-origin: 206px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eTiming run will be against a 2036x3060 image : concordaerial.png\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374.5px 8px; transform-origin: 374.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eA second test will select a random point in a small window to confirm accuracy. Unfortunately bwdist does not appear to work in Cody.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 28.5px 8px; transform-origin: 28.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eRanking\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 164.5px 8px; transform-origin: 164.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e will be based upon speed. Accuracy is still required.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 20px 8px; transform-origin: 20px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eInput:\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 132.5px 8px; transform-origin: 132.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e [image array, spectra, threshold distance]\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 196.5px 8px; transform-origin: 196.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eimage array [ x, y, 3 ] % Higher order images is a future activity\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 46px 8px; transform-origin: 46px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003espectra [ r g b]\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 26px 8px; transform-origin: 26px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eOutput:\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 160.5px 8px; transform-origin: 160.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e [ N ] number of pixels within(\u0026lt;=) threshold distance\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 118px 8px; transform-origin: 118px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePixel count tolerance of 1% is allowed\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256px 8px; transform-origin: 256px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe right to update the test points/thresholds is reserved in case of shenanigans.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function N = spectral_dist(A,S,d)\r\n% A is array [x,y,3]\r\n% S is the Spectra zero [r g b]\r\n% d is the spectral distance limt - double\r\n  N=0;\r\nend","test_suite":"%%\r\nfeval(@assignin,'caller','score',2000);\r\n%%\r\nglobal As dt\r\n %A=imread('concordaerial.png');\r\n A=imread(fullfile(matlabroot,'toolbox','images','imdata','concordaerial.png'));\r\n size(A); % 2036 x 3060\r\n As=A(1:512,1:512,:);\r\n\r\nS=squeeze(A(1182,1672,:))'; % Golf Course\r\nd=sqrt(3);\r\nN_expect=730;\r\n\r\n% Small warm-up calls 512x512\r\n N = spectral_dist(As,S,d);\r\n N = spectral_dist(As,S,d);\r\n% A big warm-up call\r\n N = spectral_dist(A,S,d);\r\nt0=clock;\r\n N = spectral_dist(A,S,d);\r\ndt=etime(clock,t0)*1000; % ms\r\nfprintf('N= %i  Time to process %.0f msec\\n',N,dt);\r\nPass=0.99*N_expect\u003cN \u0026\u0026 N\u003c1.01*N_expect;\r\nassert(Pass==1,sprintf('N_exp=730  N= %.0f\\n',N))\r\n\r\n%%\r\nglobal As dt\r\ntemp=dt; % anti-cheat\r\n\r\n%randomize random\r\nseed=clock;\r\nseed=1000*seed(6);\r\nrng(seed);\r\n% Select random point in As sub-window for anti-cheat purposes\r\nx=randi(512,1,1);\r\ny=randi(512,1,1);\r\n\r\nS=squeeze(As(x,y,:))'; % \r\nd=sqrt(17);\r\n\r\n N = spectral_dist(As,S,d);\r\n\r\ndt=temp;\r\n\r\n S=double(S);\r\n As=double(As);\r\n N_expect=0;\r\n for i=1:512\r\n  for j=1:512\r\n    dr2=(S(1)-As(i,j,1))^2;\r\n    dg2=(S(2)-As(i,j,2))^2;\r\n    db2=(S(3)-As(i,j,3))^2;\r\n   if sqrt(dr2+dg2+db2)\u003c=d\r\n    N_expect=N_expect+1;\r\n   end\r\n  end\r\n end\r\n\r\nfprintf('x=%i  y=%i  N= %i  N_expect=%i\\n',x,y,N,N_expect);\r\n\r\nPass=0.99*N_expect\u003cN \u0026\u0026 N\u003c1.01*N_expect;\r\n\r\ndt=temp; % anti-cheat\r\n\r\nassert(Pass==1,sprintf('x= %i y=%i N_exp=%.0f  N= %.0f\\n',x,y,N_expect,N))\r\n%%\r\nglobal dt\r\n%Write file based on time in test 1\r\nnet_time=dt;\r\n% net_time in ms\r\n% Create graph data\r\nnet_time=min(2000,net_time); % Limit graph y-axis\r\nfeval(@assignin,'caller','score',floor(net_time));\r\n\r\n%fh=fopen('spectral_dist.m','wt');\r\n%fprintf(fh,'%s\\n',repmat('1;',[1,round(net_time/2)]));\r\n%fclose(fh);\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":10,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":10,"test_suite_updated_at":"2020-10-26T16:33:16.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-20T03:11:11.000Z","updated_at":"2020-10-26T16:33:16.000Z","published_at":"2012-07-23T00:43:36.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFind quantity of pixels within a spectral distance from a given [r,g,b] spectra.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eSpectral distance\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e = sqrt( (r0-ri)^2+(g0-gi)^2+(b0-bi)^2) where [r0,g0,b0] is the target spectra (0:255) and [ri,gi,bi] are from an image pixel.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTwo warm-up timing prep runs will be executed against a 512x512 sub-section.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTiming run will be against a 2036x3060 image : concordaerial.png\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA second test will select a random point in a small window to confirm accuracy. Unfortunately bwdist does not appear to work in Cody.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eRanking\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e will be based upon speed. Accuracy is still required.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eInput:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e [image array, spectra, threshold distance]\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eimage array [ x, y, 3 ] % Higher order images is a future activity\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003espectra [ r g b]\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eOutput:\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e [ N ] number of pixels within(\u0026lt;=) threshold distance\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePixel count tolerance of 1% is allowed\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe right to update the test points/thresholds is reserved in case of shenanigans.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":839,"title":"Compute the dilation of a binary image","description":"A basic operation in image analysis is the dilation. Given an image where each pixel is either on or off (black/white, true/false), and a neighbourhood, the result of the operation at one pixel is 'on' (white/true) if any of the pixels covered by the neighbourhood, when centred on that pixel, is 'on'.\r\n\r\nTake for example a 3x3 neighbourhood. When centring it on any one pixel, it covers that pixel plus its 8 direct neighbours. If any of those 9 pixels is 'on' in the input, that pixel will be 'on' in the output. Looking at it in another way, any 'on' pixel in the input will cause all its 8 direct neighbours to be 'on' in the output.\r\n\r\nYour task is to write an algorithm that takes a matrix with 1s and 0s, and computes the dilation. Do not use any toolbox functions, the test suite checks against them (don't use variable names containing things like 'dilate' or 'conv' or 'filt'!).","description_html":"\u003cp\u003eA basic operation in image analysis is the dilation. Given an image where each pixel is either on or off (black/white, true/false), and a neighbourhood, the result of the operation at one pixel is 'on' (white/true) if any of the pixels covered by the neighbourhood, when centred on that pixel, is 'on'.\u003c/p\u003e\u003cp\u003eTake for example a 3x3 neighbourhood. When centring it on any one pixel, it covers that pixel plus its 8 direct neighbours. If any of those 9 pixels is 'on' in the input, that pixel will be 'on' in the output. Looking at it in another way, any 'on' pixel in the input will cause all its 8 direct neighbours to be 'on' in the output.\u003c/p\u003e\u003cp\u003eYour task is to write an algorithm that takes a matrix with 1s and 0s, and computes the dilation. Do not use any toolbox functions, the test suite checks against them (don't use variable names containing things like 'dilate' or 'conv' or 'filt'!).\u003c/p\u003e","function_template":"function out = mymorphop(in)\r\nout = in;\r\nend","test_suite":"%%\r\nf = fopen('mymorphop.m','rt');\r\ncode = lower(fread(f,Inf,'*char'))';\r\nfclose(f);\r\nassert(isempty(strfind(code,'dilat')))\r\nassert(isempty(strfind(code,'erode')))\r\nassert(isempty(strfind(code,'bwmorph')))\r\nassert(isempty(strfind(code,'filt')))\r\nassert(isempty(strfind(code,'conv')))\r\n\r\n%%\r\nin = zeros(3,3);\r\nout = in;\r\nassert(isequal(mymorphop(in),out));\r\n\r\n%%\r\nin = zeros(10,5);\r\nin(4,3) = 1;\r\nout = in;\r\nout(3:5,2:4) = 1;\r\nassert(isequal(mymorphop(in),out));\r\n\r\n%%\r\nin =  [0,0,1,0,0,1,0\r\n       0,1,0,0,0,1,1\r\n       1,1,0,0,0,0,0\r\n       1,0,0,0,0,0,1\r\n       1,0,0,0,0,1,1];\r\nout = [1,1,1,1,1,1,1\r\n       1,1,1,1,1,1,1\r\n       1,1,1,0,1,1,1\r\n       1,1,1,0,1,1,1\r\n       1,1,0,0,1,1,1];\r\nassert(isequal(mymorphop(in),out));\r\n\r\n%%\r\nin =  [0,0,1,0,0,0,0,0,1\r\n       0,1,0,0,0,0,0,0,1\r\n       1,1,0,0,0,0,0,0,1\r\n       1,0,0,0,0,0,0,0,1\r\n       1,0,0,0,0,0,0,0,1];\r\nout = [1,1,1,1,0,0,0,1,1\r\n       1,1,1,1,0,0,0,1,1\r\n       1,1,1,0,0,0,0,1,1\r\n       1,1,1,0,0,0,0,1,1\r\n       1,1,0,0,0,0,0,1,1];\r\nassert(isequal(mymorphop(in),out));\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":1,"created_by":1411,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":53,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-17T20:49:47.000Z","updated_at":"2026-03-31T15:00:48.000Z","published_at":"2012-07-17T21:03:26.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA basic operation in image analysis is the dilation. Given an image where each pixel is either on or off (black/white, true/false), and a neighbourhood, the result of the operation at one pixel is 'on' (white/true) if any of the pixels covered by the neighbourhood, when centred on that pixel, is 'on'.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTake for example a 3x3 neighbourhood. When centring it on any one pixel, it covers that pixel plus its 8 direct neighbours. If any of those 9 pixels is 'on' in the input, that pixel will be 'on' in the output. Looking at it in another way, any 'on' pixel in the input will cause all its 8 direct neighbours to be 'on' in the output.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYour task is to write an algorithm that takes a matrix with 1s and 0s, and computes the dilation. Do not use any toolbox functions, the test suite checks against them (don't use variable names containing things like 'dilate' or 'conv' or 'filt'!).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58822,"title":"Make a \"better\" checkerboard matrix","description":"This problem seeks to expand the task in Cody Problem 4 by allowing for the creation of checkerboard matrices that can be rectangular and have squares of 0s and 1s that are larger than a single element, 1x1 (i.e. 2x2, 3x3, etc).\r\nThe result is a rectangular checkerboard where the scale of the squares relative to the board can be manipulated.\r\nFor this problem, the given values are height (h), width (w), and size of squares (n), and the first square should be 1s.\r\nExample:\r\nh = 6\r\nw = 4\r\nn = 2\r\nsolution = \r\n            1     1     0     0\r\n            1     1     0     0\r\n            0     0     1     1\r\n            0     0     1     1\r\n            1     1     0     0\r\n            1     1     0     0\r\nNote, it is possible for there to be conflicts between the dimensions of the checkerboard and the size of the squares. For example, the size of the squares must be smaller than both the height and width dimensions (n\u003cheight \u0026\u0026 n\u003cwidth). There are other possibilities for dimensional conflicts as well. For the sake of this problem, the test suite values/dimensions will be agreeable; in the future, there will be another problem for handling the challenge of disagreeable dimensions.\r\n\r\n*** This exercise has applications for image manipulation as the resulting checkerboard matrix can be used for image operations like masking and filtering. The height and width values translate to the pixel height and width of an image and square size (n) can be interpreted as a block or grain size. Another reintepretation of this problem in comparison to the simpler checkerboard matrix problem is that the solution to this problem produces checkerboard matrices of variable resolution.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.44px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none solid rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 584.375px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407.5px 292.188px; transform-origin: 407.5px 292.188px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 21px; text-align: left; transform-origin: 384.5px 21px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eThis problem seeks to expand the task in \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/4-make-a-checkerboard-matrix\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eCody Problem 4\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e by allowing for the creation of checkerboard matrices that can be rectangular and have squares of 0s and 1s that are larger than a single element, 1x1 (i.e. 2x2, 3x3, etc).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eThe result is a rectangular checkerboard where the scale of the squares relative to the board can be manipulated.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eFor this problem, the given values are height (h), width (w), and size of squares (n), and the first square should be 1s.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eExample:\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 204.375px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404.5px 102.188px; transform-origin: 404.5px 102.188px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003eh = 6\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003ew = 4\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003en = 2\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003esolution = \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            0     0     1     1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            0     0     1     1\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4375px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 0.666667px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 0.666667px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 0.666667px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 0.666667px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404.5px 10.2188px; text-wrap: nowrap; transform-origin: 404.5px 10.2188px; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 0px 0px; tab-size: 4; transform-origin: 0px 0px; white-space-collapse: preserve; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e            1     1     0     0\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384.5px 42px; text-align: left; transform-origin: 384.5px 42px; white-space-collapse: preserve; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003eNote, it is possible for there to be conflicts between the dimensions of the checkerboard and the size of the squares. For example, the size of the squares must be smaller than both the height and width dimensions (n\u0026lt;height \u0026amp;\u0026amp; n\u0026lt;width). There are other possibilities for dimensional conflicts as well. For the sake of this problem, the test suite values/dimensions will be agreeable; in the future, there will be another problem for handling the challenge of disagreeable dimensions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 10.5px; text-align: left; transform-origin: 384.5px 10.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 105px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384.5px 52.5px; text-align: left; transform-origin: 384.5px 52.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; \"\u003e\u003cspan style=\"\"\u003e*** This exercise has applications for image manipulation as the resulting checkerboard matrix can be used for image operations like masking and filtering. The height and width values translate to the pixel height and width of an image and square size (n) can be interpreted as a block or grain size. Another reintepretation of this problem in comparison to the simpler checkerboard matrix problem is that the solution to this problem produces checkerboard matrices of variable resolution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function output = checkermatrix(h,w,n)\r\noutput = zeros(h,w);\r\n\r\nend\r\n\r\n        ","test_suite":"%%\r\nfiletext = fileread('checkermatrix.m');\r\nassert(isempty(strfind(filetext, 'checkerboard')),'checkerboard() forbidden')\r\nassert(isempty(strfind(filetext, 'regexp')),'regexp() forbidden')\r\nassert(isempty(strfind(filetext, 'regexprep')),'regexprep() forbidden')\r\n\r\n%%\r\nh = 3;\r\nw = 3;\r\nn = 1;\r\nsolution = [1 0 1; 0 1 0; 1 0 1];\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 10;\r\nw = 10;\r\nn = 2;\r\nsolution = [1     1     0     0     1     1     0     0     1     1;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            0     0     1     1     0     0     1     1     0     0;\r\n            1     1     0     0     1     1     0     0     1     1;\r\n            1     1     0     0     1     1     0     0     1     1];\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 10;\r\nw = 10;\r\nn = 10;\r\nsolution = ones(n);\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 6;\r\nw = 4;\r\nn = 2;\r\nsolution = [1     1     0     0;\r\n            1     1     0     0;\r\n            0     0     1     1;\r\n            0     0     1     1;\r\n            1     1     0     0;\r\n            1     1     0     0];\r\nassert(isequal(checkermatrix(h,w,n),solution))\r\n\r\n%%\r\nh = 6;\r\nw = 3;\r\nn = 3;\r\nsolution = [1     1     1;\r\n            1     1     1;\r\n            1     1     1;\r\n            0     0     0;\r\n            0     0     0;\r\n            0     0     0];\r\nassert(isequal(checkermatrix(h,w,n),solution))","published":true,"deleted":false,"likes_count":0,"comments_count":2,"created_by":3499438,"edited_by":3499438,"edited_at":"2023-11-05T07:19:37.000Z","deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":"2023-08-10T18:28:02.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2023-08-07T19:53:06.000Z","updated_at":"2023-11-05T07:19:37.000Z","published_at":"2023-08-07T19:57:02.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis problem seeks to expand the task in \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/4-make-a-checkerboard-matrix\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eCody Problem 4\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e by allowing for the creation of checkerboard matrices that can be rectangular and have squares of 0s and 1s that are larger than a single element, 1x1 (i.e. 2x2, 3x3, etc).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe result is a rectangular checkerboard where the scale of the squares relative to the board can be manipulated.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor this problem, the given values are height (h), width (w), and size of squares (n), and the first square should be 1s.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eExample:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[h = 6\\nw = 4\\nn = 2\\nsolution = \\n            1     1     0     0\\n            1     1     0     0\\n            0     0     1     1\\n            0     0     1     1\\n            1     1     0     0\\n            1     1     0     0]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eNote, it is possible for there to be conflicts between the dimensions of the checkerboard and the size of the squares. For example, the size of the squares must be smaller than both the height and width dimensions (n\u0026lt;height \u0026amp;\u0026amp; n\u0026lt;width). There are other possibilities for dimensional conflicts as well. For the sake of this problem, the test suite values/dimensions will be agreeable; in the future, there will be another problem for handling the challenge of disagreeable dimensions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e*** This exercise has applications for image manipulation as the resulting checkerboard matrix can be used for image operations like masking and filtering. The height and width values translate to the pixel height and width of an image and square size (n) can be interpreted as a block or grain size. Another reintepretation of this problem in comparison to the simpler checkerboard matrix problem is that the solution to this problem produces checkerboard matrices of variable resolution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":61049,"title":"Create 24-bit image containing all possible colors","description":"A 24-bit image is an image where each pixel is represented by three values, which are the red, green, and blue color components, and where each color component value is represented by an 8-bit unsigned integer in the range [0,255]. In MATLAB, these images are represented by uint8 arrays of size M x N x 3. For example, if A is 100 x 200 x 3, then A(50,70,:) returns the three color component values of the pixel at row 50, column 70.\r\nYour output will be a uint8 array of size M x N x 3 that contains every possible 24-bit color exactly once. M and N are your choice.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.44px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: none; white-space: normal; \"\u003e\u003cdiv style=\"block-size: 136.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 408px 68.25px; transform-origin: 408px 68.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 85px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 385px 42.5px; text-align: left; transform-origin: 385px 42.5px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eA \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-style: italic; \"\u003e24-bit image\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is an image where each pixel is represented by three values, which are the red, green, and blue color components, and where each color component value is represented by an 8-bit unsigned integer in the range [0,255]. In MATLAB, these images are represented by \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003euint8\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e arrays of size M x N x 3. For example, if \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003eA\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is 100 x 200 x 3, then \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003eA(50,70,:)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e returns the three color component values of the pixel at row 50, column 70.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 385px 21.25px; text-align: left; transform-origin: 385px 21.25px; white-space-collapse: preserve; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eYour output will be a \u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; \"\u003euint8\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 0px; transform-origin: 0px 0px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e array of size M x N x 3 that contains every possible 24-bit color exactly once. M and N are your choice.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function out = all24BitColors\r\n    out = 17;\r\nend","test_suite":"%%\r\nA = all24BitColors;\r\nassert(isa(A,\"uint8\"))\r\nassert(ndims(A) == 3)\r\nassert(size(unique(reshape(A,[],3),\"rows\"),1) == 2^24)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":4303371,"edited_by":4303371,"edited_at":"2025-10-24T12:14:35.000Z","deleted_by":null,"deleted_at":null,"solvers_count":6,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2025-10-24T12:12:01.000Z","updated_at":"2026-03-01T13:07:14.000Z","published_at":"2025-10-24T12:12:34.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e24-bit image\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e is an image where each pixel is represented by three values, which are the red, green, and blue color components, and where each color component value is represented by an 8-bit unsigned integer in the range [0,255]. In MATLAB, these images are represented by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003euint8\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e arrays of size M x N x 3. For example, if \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eA\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e is 100 x 200 x 3, then \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eA(50,70,:)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e returns the three color component values of the pixel at row 50, column 70.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYour output will be a \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003euint8\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e array of size M x N x 3 that contains every possible 24-bit color exactly once. M and N are your choice.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":820,"title":"Eliminate unnecessary polygon vertices","description":"Suppose you have an n-point polygon represented as an n-by-2 matrix of polygon vertices, P. Assume that the polygon is closed; that is, assume that P(end,:) is the same as P(1,:).\r\n\r\nRemove as many vertices as possible from P to make a second polygon, P2, that has exactly the same shape as P. P2 must also be closed. Your vertices in P2 should be in the same direction as P. That is, if the vertices in P are in clockwise order, then the vertices in P2 should also be in clockwise order.\r\n\r\nIf the first vertex in P is retained in the solution, it should be the first vertex in P2. If the first vertex in P needs to remove, then the first vertex in P2 should be the next retained vertex in P.\r\n\r\nYou can test your solution graphically as follows:\r\n\r\n  plot(P(:,1), P(:,2), 'r', 'LineWidth', 5);\r\n  hold on\r\n  plot(P2(:,1), P2(:,2), 'b');\r\n  hold off\r\n\r\nThe two plotted shapes should overlap exactly.\r\n\r\n*EXAMPLE*\r\n\r\n  P = [1 1\r\n       2 1\r\n       3 1\r\n       4 1\r\n       4 2\r\n       4 3\r\n       3 3\r\n       2 3\r\n       1 3\r\n       1 2\r\n       1 1];\r\n  \r\n  P2 = [1 1\r\n        4 1\r\n        4 3\r\n        1 3\r\n        1 1];\r\n\r\nThis problem is related to my \u003chttp://blogs.mathworks.com/steve/2012/07/09/a-cody-problem-simplify-a-polygon/ ‎09-Jul-2012 blog post\u003e on MATLAB Central.","description_html":"\u003cp\u003eSuppose you have an n-point polygon represented as an n-by-2 matrix of polygon vertices, P. Assume that the polygon is closed; that is, assume that P(end,:) is the same as P(1,:).\u003c/p\u003e\u003cp\u003eRemove as many vertices as possible from P to make a second polygon, P2, that has exactly the same shape as P. P2 must also be closed. Your vertices in P2 should be in the same direction as P. That is, if the vertices in P are in clockwise order, then the vertices in P2 should also be in clockwise order.\u003c/p\u003e\u003cp\u003eIf the first vertex in P is retained in the solution, it should be the first vertex in P2. If the first vertex in P needs to remove, then the first vertex in P2 should be the next retained vertex in P.\u003c/p\u003e\u003cp\u003eYou can test your solution graphically as follows:\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003eplot(P(:,1), P(:,2), 'r', 'LineWidth', 5);\r\nhold on\r\nplot(P2(:,1), P2(:,2), 'b');\r\nhold off\r\n\u003c/pre\u003e\u003cp\u003eThe two plotted shapes should overlap exactly.\u003c/p\u003e\u003cp\u003e\u003cb\u003eEXAMPLE\u003c/b\u003e\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003eP = [1 1\r\n     2 1\r\n     3 1\r\n     4 1\r\n     4 2\r\n     4 3\r\n     3 3\r\n     2 3\r\n     1 3\r\n     1 2\r\n     1 1];\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003eP2 = [1 1\r\n      4 1\r\n      4 3\r\n      1 3\r\n      1 1];\r\n\u003c/pre\u003e\u003cp\u003eThis problem is related to my \u003ca href=\"http://blogs.mathworks.com/steve/2012/07/09/a-cody-problem-simplify-a-polygon/\"\u003e‎09-Jul-2012 blog post\u003c/a\u003e on MATLAB Central.\u003c/p\u003e","function_template":"function Ps = simplify_polygon(P)\r\n  Ps = P;\r\nend","test_suite":"%% Edge case: no vertices\r\nP = zeros(0,2);\r\nP2 = zeros(0,2);\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Edge case: one vertex\r\nP = [1 1];\r\nP2 = [1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Edge case: three vertices (a single line segment)\r\nP = [...\r\n    1 1\r\n    1 2\r\n    1 1 ];\r\nP2 = [...\r\n    1 1\r\n    1 2\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Single line segment with multiple vertices\r\nP = [ ...\r\n    1 1\r\n    2 1\r\n    3 1\r\n    4 1\r\n    5 1\r\n    4 1\r\n    3 1\r\n    2 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    5 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Single line segment, different spacing\r\nP = [ ...\r\n    1 1\r\n    2 1\r\n    4 1\r\n    5 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    5 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Rectangle\r\nP = [ ...\r\n    1 1\r\n    2 1\r\n    3 1\r\n    4 1\r\n    4 2\r\n    4 3\r\n    3 3\r\n    2 3\r\n    1 3\r\n    1 2\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    4 1\r\n    4 3\r\n    1 3\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Two rectangles separated by line segment\r\nP = [ ...\r\n    1 2\r\n    1 1\r\n    2 1\r\n    2 2\r\n    1 2\r\n    1 3\r\n    1 4\r\n    1 5\r\n    2 5\r\n    2 4\r\n    1 4\r\n    1 3\r\n    1 2];\r\nP2 = [ ...\r\n    1 1\r\n    2 1\r\n    2 2\r\n    1 2\r\n    1 5\r\n    2 5\r\n    2 4\r\n    1 4\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Nonsimple polygon (figure eight)\r\nP = [ ...\r\n    1 1\r\n    2 2\r\n    3 3\r\n    1 3\r\n    2 2\r\n    3 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    3 3\r\n    1 3\r\n    3 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%%\r\nP = [ ...\r\n    1 1\r\n    2 2\r\n    3 3\r\n    4 4\r\n    5 5\r\n    5 4\r\n    6 3\r\n    8 1\r\n    7 1\r\n    1 1];\r\nP2 = [ ...\r\n    1 1\r\n    5 5\r\n    5 4\r\n    8 1\r\n    1 1];\r\nassert(isequal(simplify_polygon(P), P2));\r\n    \r\n%% Circle; no points should be removed\r\ntheta = linspace(0,2*pi,200);\r\ntheta(end) = 0;\r\nx = 20*cos(theta);\r\ny = 20*sin(theta);\r\nP = [x', y'];\r\nP2 = P;\r\nassert(isequal(simplify_polygon(P), P2));\r\n\r\n%% Starting vertex can be removed\r\nP = [ ...\r\n    2 1\r\n    3 1\r\n    3 2\r\n    3 3\r\n    2 3\r\n    1 3\r\n    1 2\r\n    1 1\r\n    2 1];\r\nP2 = [ ...\r\n    3 1\r\n    3 3\r\n    1 3\r\n    1 1\r\n    3 1];\r\nassert(isequal(simplify_polygon(P), P2));","published":true,"deleted":false,"likes_count":3,"comments_count":10,"created_by":4303371,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":25,"test_suite_updated_at":"2012-07-10T06:51:30.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-09T18:55:10.000Z","updated_at":"2026-01-02T13:53:30.000Z","published_at":"2012-07-09T20:02:09.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSuppose you have an n-point polygon represented as an n-by-2 matrix of polygon vertices, P. Assume that the polygon is closed; that is, assume that P(end,:) is the same as P(1,:).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eRemove as many vertices as possible from P to make a second polygon, P2, that has exactly the same shape as P. P2 must also be closed. Your vertices in P2 should be in the same direction as P. That is, if the vertices in P are in clockwise order, then the vertices in P2 should also be in clockwise order.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIf the first vertex in P is retained in the solution, it should be the first vertex in P2. If the first vertex in P needs to remove, then the first vertex in P2 should be the next retained vertex in P.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYou can test your solution graphically as follows:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[plot(P(:,1), P(:,2), 'r', 'LineWidth', 5);\\nhold on\\nplot(P2(:,1), P2(:,2), 'b');\\nhold off]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe two plotted shapes should overlap exactly.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eEXAMPLE\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[P = [1 1\\n     2 1\\n     3 1\\n     4 1\\n     4 2\\n     4 3\\n     3 3\\n     2 3\\n     1 3\\n     1 2\\n     1 1];\\n\\nP2 = [1 1\\n      4 1\\n      4 3\\n      1 3\\n      1 1];]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis problem is related to my\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"http://blogs.mathworks.com/steve/2012/07/09/a-cody-problem-simplify-a-polygon/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e09-Jul-2012 blog post\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e on MATLAB Central.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":58444,"title":"ICFP 2022 - True Optimal RGB for a region","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/20/23.\r\nThis challenge of True Optimal RGB is addressed in detail by RGB Team or wiki Weiszfeld's Algotithm. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\r\nThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u003c=  72990.\r\nThe output for each block region is a  vector  rgb=[r g b].\r\n   ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 500.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 250.25px; transform-origin: 407px 250.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/20/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 194px 8px; transform-origin: 194px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 23.5px 8px; transform-origin: 23.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e or wiki \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWeiszfeld's Algotithm\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 48.5px 8px; transform-origin: 48.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 178.5px 8px; transform-origin: 178.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 245.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 122.75px; text-align: left; transform-origin: 384px 122.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 240px;height: 240px\" 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\" data-image-state=\"image-loaded\" width=\"240\" height=\"240\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [rgb]=TrueOptimalRGB(G)\r\n %Need a reasonable start point: median for each color per Team RGB\r\n %RGB method: https://teletype.in/@bminaiev/icfpc-2022\r\n %Describes Hill Climbing method to reach a minimum cost\r\n %\r\n  rgbTuple=median(G,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n  rgb=rgbTuple(:)';\r\n  S=G;\r\n  S(:,:,1)=rgb(1);\r\n  S(:,:,2)=rgb(2);\r\n  S(:,:,3)=rgb(3);\r\n  scr=calc_score(G,S);\r\n  \r\n %Optimization\r\n % rgb=double(rgb); %?\r\n  \r\n % rgb=uint8(rgb); %?\r\n end % TrueOptimalRGB\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0; % N for new\r\n\r\nimgblk1=G(1:200,1:200,:);\r\nimgblk2=G(201:400,1:200,:);\r\nimgblk3=G(1:200,201:400,:);\r\nimgblk4=G(201:400,201:400,:);\r\n\r\n[rgb1]=TrueOptimalRGB(imgblk1);\r\n[rgb2]=TrueOptimalRGB(imgblk2);\r\n[rgb3]=TrueOptimalRGB(imgblk3);\r\n[rgb4]=TrueOptimalRGB(imgblk4);\r\n\r\nN(1:200,1:200,1)=rgb1(1);\r\nN(1:200,1:200,2)=rgb1(2);\r\nN(1:200,1:200,3)=rgb1(3); \r\n\r\nN(201:400,1:200,1)=rgb2(1);\r\nN(201:400,1:200,2)=rgb2(2);\r\nN(201:400,1:200,3)=rgb2(3); \r\n\r\nN(1:200,201:400,1)=rgb3(1);\r\nN(1:200,201:400,2)=rgb3(2);\r\nN(1:200,201:400,3)=rgb3(3); \r\n\r\nN(201:400,201:400,1)=rgb4(1);\r\nN(201:400,201:400,2)=rgb4(2);\r\nN(201:400,201:400,3)=rgb4(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c99360;\r\nassert(valid)\r\n\r\n%%\r\n%11.png\r\n%https://drive.google.com/file/d/1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd/view?usp=sharing\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd');\r\nN=G*0; % N for new\r\n\r\n[rgb1]=TrueOptimalRGB(G);\r\n\r\nN(:,:,1)=rgb1(1);\r\nN(:,:,2)=rgb1(2);\r\nN(:,:,3)=rgb1(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c72991;\r\nassert(valid)\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-20T22:52:56.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-20T21:58:58.000Z","updated_at":"2023-06-20T22:52:58.000Z","published_at":"2023-06-20T22:52:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/20/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e or wiki \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWeiszfeld's Algotithm\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml 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of neighbor pixel with steepest gradient","description":"Unlike in various applications, where the gradient of a two dimensional matrix is calculated in x and y direction, the gradient of a digital elevation model (DEM) is usually returned as the steepest gradient. The steepest gradient is the largest downward slope of a pixel to one of its eight neighbors.\r\nIn this problem, your task will be to return the linear index of the steepest neighbor for each pixel in a gridded DEM. Pixels that don't have downward neighbors should receive the index value zero.\r\nAn example should help. The DEM is\r\ndem = [1 5 9; ...\r\n       4 5 6; ...\r\n       8 7 3];\r\nThe result should be\r\nIX  = [0 1 4; ...\r\n       1 1 9; ...\r\n       2 9 0];\r\nThe results may not be unique, but the test cases have been built so that this is not a problem. The spatial resolution of the dem is dx=1 and dy=1. Note that the diagonal distance is hypot(dx,dy).","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 369.6px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 184.8px; transform-origin: 407px 184.8px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 358.5px 8px; transform-origin: 358.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eUnlike in various applications, where the gradient of a two dimensional matrix is calculated in x and y direction, the gradient of a digital elevation model (DEM) is usually returned as the steepest gradient. The steepest gradient is the largest downward slope of a pixel to one of its eight neighbors.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 382.5px 8px; transform-origin: 382.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIn this problem, your task will be to return the linear index of the steepest neighbor for each pixel in a gridded DEM. Pixels that don't have downward neighbors should receive the index value zero.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 115.5px 8px; transform-origin: 115.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAn example should help. The DEM is\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003edem = [1 5 9; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003e       4 5 6; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 56px 8.5px; tab-size: 4; transform-origin: 56px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e       8 7 3];\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 65px 8px; transform-origin: 65px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe result should be\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgb(247, 247, 247); block-size: 61.3px; border-bottom-left-radius: 4px; border-bottom-right-radius: 4px; border-end-end-radius: 4px; border-end-start-radius: 4px; border-start-end-radius: 4px; border-start-start-radius: 4px; border-top-left-radius: 4px; border-top-right-radius: 4px; margin-block-end: 10px; margin-block-start: 10px; margin-bottom: 10px; margin-inline-end: 3px; margin-inline-start: 3px; margin-left: 3px; margin-right: 3px; margin-top: 10px; perspective-origin: 404px 30.65px; transform-origin: 404px 30.65px; margin-left: 3px; margin-top: 10px; margin-bottom: 10px; margin-right: 3px; \"\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003eIX  = [0 1 4; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 68px 8.5px; tab-size: 4; transform-origin: 68px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; perspective-origin: 56px 8.5px; transform-origin: 56px 8.5px; \"\u003e       1 1 9; \u003c/span\u003e\u003cspan style=\"border-block-end-color: rgb(14, 0, 255); border-block-start-color: rgb(14, 0, 255); border-bottom-color: rgb(14, 0, 255); border-inline-end-color: rgb(14, 0, 255); border-inline-start-color: rgb(14, 0, 255); border-left-color: rgb(14, 0, 255); border-right-color: rgb(14, 0, 255); border-top-color: rgb(14, 0, 255); caret-color: rgb(14, 0, 255); color: rgb(14, 0, 255); column-rule-color: rgb(14, 0, 255); margin-inline-end: 0px; margin-right: 0px; outline-color: rgb(14, 0, 255); perspective-origin: 12px 8.5px; text-decoration-color: rgb(14, 0, 255); text-emphasis-color: rgb(14, 0, 255); transform-origin: 12px 8.5px; \"\u003e...\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"background-color: rgba(0, 0, 0, 0); block-size: 20.4333px; border-bottom-left-radius: 0px; border-bottom-right-radius: 0px; border-end-end-radius: 0px; border-end-start-radius: 0px; border-inline-end-color: rgb(233, 233, 233); border-inline-end-style: solid; border-inline-end-width: 1px; border-inline-start-color: rgb(233, 233, 233); border-inline-start-style: solid; border-inline-start-width: 1px; border-left-color: rgb(233, 233, 233); border-left-style: solid; border-left-width: 1px; border-right-color: rgb(233, 233, 233); border-right-style: solid; border-right-width: 1px; border-start-end-radius: 0px; border-start-start-radius: 0px; border-top-left-radius: 0px; border-top-right-radius: 0px; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; min-block-size: 18px; min-height: 18px; padding-inline-start: 4px; padding-left: 4px; perspective-origin: 404px 10.2167px; transform-origin: 404px 10.2167px; white-space: nowrap; \"\u003e\u003cspan style=\"block-size: auto; border-inline-end-color: rgb(0, 0, 0); border-inline-end-style: none; border-inline-end-width: 0px; border-inline-start-color: rgb(0, 0, 0); border-inline-start-style: none; border-inline-start-width: 0px; border-left-color: rgb(0, 0, 0); border-left-style: none; border-left-width: 0px; border-right-color: rgb(0, 0, 0); border-right-style: none; border-right-width: 0px; display: inline; margin-inline-end: 45px; margin-right: 45px; min-block-size: 0px; min-height: 0px; padding-inline-start: 0px; padding-left: 0px; perspective-origin: 56px 8.5px; tab-size: 4; transform-origin: 56px 8.5px; unicode-bidi: normal; white-space: pre; margin-right: 45px; \"\u003e\u003cspan style=\"margin-inline-end: 0px; margin-right: 0px; \"\u003e       2 9 0];\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 10px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 10px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 10px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe results may not be unique, but the test cases have been built so that this is not a problem. The spatial resolution of the dem is dx=1 and dy=1. Note that the diagonal distance is hypot(dx,dy).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function IX = sgix(dem)\r\n  IX = [];\r\nend","test_suite":"%%\r\ndem = [1 5 9; ...\r\n       4 5 6; ...\r\n       8 7 3];\r\nIX  = [0 1 4; ...\r\n       1 1 9; ...\r\n       2 9 0];\r\nassert(isequal(sgix(dem),IX))\r\n\r\n%%\r\ndem = [1 4 7; ...\r\n       2 5 8; ...\r\n       3 6 9];\r\nIX  = [0 1 4; ...\r\n       1 2 5; ...\r\n       2 3 6];\r\nassert(isequal(sgix(dem),IX))\r\n\r\n%%\r\ndem = [1 2 ; ...\r\n       3 4];\r\ndem = dem + randi(1e3);\r\nIX  = [0 1; ...\r\n       1 1];\r\nassert(isequal(sgix(dem),IX))\r\n\r\n\r\n%%\r\ndem = [1 5 4 9; ...\r\n       4 5 7 7; ...\r\n       6 6 6 8];\r\nIX  = [0 1 0 7; ...\r\n       1 1 7 7; ...\r\n       2 2 5 9];\r\nassert(isequal(sgix(dem),IX))","published":true,"deleted":false,"likes_count":2,"comments_count":7,"created_by":569,"edited_by":223089,"edited_at":"2022-12-22T13:29:53.000Z","deleted_by":null,"deleted_at":null,"solvers_count":32,"test_suite_updated_at":"2022-12-22T13:29:53.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2012-07-20T08:58:26.000Z","updated_at":"2026-04-02T22:28:48.000Z","published_at":"2012-07-20T08:58:26.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eUnlike in various applications, where the gradient of a two dimensional matrix is calculated in x and y direction, the gradient of a digital elevation model (DEM) is usually returned as the steepest gradient. The steepest gradient is the largest downward slope of a pixel to one of its eight neighbors.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn this problem, your task will be to return the linear index of the steepest neighbor for each pixel in a gridded DEM. Pixels that don't have downward neighbors should receive the index value zero.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAn example should help. The DEM is\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[dem = [1 5 9; ...\\n       4 5 6; ...\\n       8 7 3];]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe result should be\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[IX  = [0 1 4; ...\\n       1 1 9; ...\\n       2 9 0];]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe results may not be unique, but the test cases have been built so that this is not a problem. The spatial resolution of the dem is dx=1 and dy=1. Note that the diagonal distance is hypot(dx,dy).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":1199,"title":"ASCII art","description":"Convert a grayscale image to ASCII\r\n\r\n\u003c\u003chttp://www.alfnie.com/software/cameraman.jpg\u003e\u003e\r\n\r\n\r\n*Inputs:*\r\n\r\n* *img*: Grayscale image (a matrix of values between 0 and 1)\r\n* *chars*: Char array of valid ascii characters\r\n* *bitmap*: Grayscale images of each valid ascii character (3d matrix with size Height x Width x N, and with values between 0 and 1)\r\n\r\n*Output:*\r\n\r\nBin the original image _img_ into segments of size _Height x Width_, and find the best matching ascii character for each bin (minimizing the euclidean distance between each bin grayscale values and the matching character grayscale values). \r\n\r\nReturn the fitted ascii image: a matrix of characters in *chars* that, when displayed, approximates the image *img*.\r\n\r\n\r\n                                                                         \r\n                              _____                                      \r\n                             QQÊÊÊÊþ¿_                                   \r\n                            gÊÊÊÊÊÊÊÊÊþ                                  \r\n                           qÊÊÊÊÊÊÊÑÑÊÊg_                              ``\r\n                          _ÊÊÊþÎÊÊ ¾ºÜÑÑÑ®½g                        `````\r\n                   gQQQQQØÊÊÊÑÊQQ¸ ¸»gÊÃ@Q©ÑmM                     ``````\r\n                 _ØÊÊÊÊÊÊÊÊÊþ°ÑÊÊQ©Ñ ÊÊÊÊÊQ____g                   ` ````\r\n               _gÊÊÊÊÊÊÊÊÊÊÊÊQQQÊÊÊ  ÎÊÊÊQÊþ¯¯¯¯                     ````\r\n             gØÊÊÊÊÊÊÊÊÊÊÊÊÊÊþÊÊÊÊÑ×,_ÎÊίÊÊÊ                         ```\r\n           _ØÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊQgÊÊ`¯°  ¸QÊ                       `````;\r\n          gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊgÊÊÊÊþ_¿__gʯ                       ` `;»»\r\n         ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊÊÊÊÊÊÊÊÊÊÊÊ_                       ````»»\r\n          ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊØÊÊÊÊÊÊÊÊ_ÿ_ÑÊÊà           ³³^            `»»\r\n           ¯ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊÊÑþ           ·              ```»\r\n             ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊ ÊÑÊþ           ·              ```»\r\n             ÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯÑÊÊÊÊ    Êþ                          `;»\r\n            gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ  qÊÃÊ `  QÊþ         ·         :`    ```\r\nQgQ¿¸      gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ   ÊÑ Ê ` qÑÑÊÿ        ·        ;``    `:`\r\nÑÑÑÑ©¸  ¸ qÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯ  qÊÎ Î ¨ ÑÑîÑʸ       ·      »»¨² ` ¸¸¸¸¸\r\nQQQ¿ggQQÊQÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊà »»qþþ Î » . ,¡Êþ_¿¿q»¿ jQ_`         _QQÿgQ\r\nÑÑÑÑÑÑÑÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÑÑÑÊQÑÊÑ_ÎÑQQQQjÊþþÊÑþQQÊÊÊÊg¿_  _g©ÑÑÑÊÊÑÑ\r\nÑ»©QQÿ©©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ°``¨qÊfQÊýÑQþ`©ÑÜÑÑÊþÊÑQÊÑÑÑÑÑÊÑÑ©©ÑÑÑÑÑÊÊÊÊÊ\r\nÑ©©ÑÑÑ©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÜλ¯ÊÑÑÿ.Ê ÎÎÑ»¯ÜÜÎÑÊþÎÎβ²²¨²¨²²»»»»ÎÎÎÎÎÎÎÑ\r\n©`²Î¨ÎÎÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑ»»»qÊQÿ »Ê ©Q©©Ñ»²©©ÑÊþQQQQQQQQQQQQ©©©©©©©©QQ\r\n©©Q©©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ©©©©ÊÊÊ°QQÊ Q©Q©QQQ¿ÜÑÊþÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑ\r\n©Ü©©^»²©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊѸ¨¸QÊMÿQQÑ Ñ»©»©Î»»Q¸ÜÊþQÑÑ©©ÑÑ©©©©ÜÑÑÑÑÑÑÑÑÑ\r\n©»»»QQѩλÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ»»»ÎØѳ;Ñ»©©»¸¨²²²©©Ñ©Ñh¯Ê_©»QQÑ©ÑÑQÑQÑÑÑÑÑÑÑÑQ\r\n©QQîQ©»Q;»ÊÊÑÊÊÊÊÊÊÊÊÊÊÊÊÑQQ¿_ÊÃÊÜ©QQÑQQQ©Î^QÎÑQQQ©ÑÊþ©©ÑÑ©Ñ©Ñ©ÑÑÑÑQQQQQQ\r\nÑ©ÜÑÎÎÜÎÎÜÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÑÑQʽÑÑÑÑQQQQ©Q»Î뽩¯Ñ¨²ÑÊQÎÎÜÑÑÑÑÑÑÑÑQÑÑÑÑÑÑ\r\nÑÑÜÑÑÑÑÑÎQÊÊÊÊÊÊÑÊÊÊÊÊÊÊÑÑÑÑÑÑÊ#Ñ©ÑÑQQÑÑ©©©Ñ»½©©©©©QQÊѽÑÑÑÑÑÑQÑÑÜÑQÑÑÑÑÑ\r\nÑQQÑQ©Ñ©©ÑÊÊÊÊÊÊÑÊÑÊÊÊÊѽ»ÑÑÑÎ ¯©QQ©Ñ©©ÿ©©ÑÑ©ÿѽ½ÑѽÑÑq ýÿ©QÑ©Ñ©ÑÑ©©ÑÑÑ©Q\r\nÑÜj©Q©QÎQQÊÊÊÊÊÊ¿ÊÊÊÊÊÊÑ©©©©Q° »Q©©Î©Q©QQQ©ÑÑÑQΩÑÑ©Ñ©ÑÀ`ÑÑÑÑÑÑ©ÑÑÑÑÑÑÜQQ\r\nQQÑ3ÑQQÑÑQÊÊÊÊÊÑ2QÊÊÊÊÊþQQ©©Ê ¸ÑÑ©©©Q©ÑQÑQ©ÑQÑÑ©QÑÑÑQQÑÑ¿³ÑÑÑÑ©ÑÑÑÑÑÑQÑQÑ\r\n©ÑÑÑQÑQ©ÑQÊÊÊÊÊQÿÑÊÊÑÑÊÊÑÑQÑÊ ÎQ©ÑÑQÑÜÑÑQÑÑÜÑÑQQQÿQQÑ©ÑQÑ¿ÎQQÿQQÑQÊÑÑQÑQÑ\r\n\r\n\r\n*note*: for an appropriate display the display font needs to be monospace. If a char image does not fit within the command window, you may try the following to display it on a figure:\r\n\r\n fontsize=6;\r\n figure;\r\n uicontrol('style','text','units','norm','position',[0,0,1,1],'string',str,...\r\n 'fontweight','bold','horizontalalignment','left','fontname','monospaced',...\r\n 'foregroundcolor','k','backgroundcolor','w','fontsize',fontsize);\r\n\r\nand edit the value _fontsize_ so that the image fits within the figure.\r\n","description_html":"\u003cp\u003eConvert a grayscale image to ASCII\u003c/p\u003e\u003cimg src=\"http://www.alfnie.com/software/cameraman.jpg\"\u003e\u003cp\u003e\u003cb\u003eInputs:\u003c/b\u003e\u003c/p\u003e\u003cul\u003e\u003cli\u003e\u003cb\u003eimg\u003c/b\u003e: Grayscale image (a matrix of values between 0 and 1)\u003c/li\u003e\u003cli\u003e\u003cb\u003echars\u003c/b\u003e: Char array of valid ascii characters\u003c/li\u003e\u003cli\u003e\u003cb\u003ebitmap\u003c/b\u003e: Grayscale images of each valid ascii character (3d matrix with size Height x Width x N, and with values between 0 and 1)\u003c/li\u003e\u003c/ul\u003e\u003cp\u003e\u003cb\u003eOutput:\u003c/b\u003e\u003c/p\u003e\u003cp\u003eBin the original image \u003ci\u003eimg\u003c/i\u003e into segments of size \u003ci\u003eHeight x Width\u003c/i\u003e, and find the best matching ascii character for each bin (minimizing the euclidean distance between each bin grayscale values and the matching character grayscale values).\u003c/p\u003e\u003cp\u003eReturn the fitted ascii image: a matrix of characters in \u003cb\u003echars\u003c/b\u003e that, when displayed, approximates the image \u003cb\u003eimg\u003c/b\u003e.\u003c/p\u003e\u003cpre\u003e                              _____                                      \r\n                             QQÊÊÊÊþ¿_                                   \r\n                            gÊÊÊÊÊÊÊÊÊþ                                  \r\n                           qÊÊÊÊÊÊÊÑÑÊÊg_                              ``\r\n                          _ÊÊÊþÎÊÊ ¾ºÜÑÑÑ®½g                        `````\r\n                   gQQQQQØÊÊÊÑÊQQ¸ ¸»gÊÃ@Q©ÑmM                     ``````\r\n                 _ØÊÊÊÊÊÊÊÊÊþ°ÑÊÊQ©Ñ ÊÊÊÊÊQ____g                   ` ````\r\n               _gÊÊÊÊÊÊÊÊÊÊÊÊQQQÊÊÊ  ÎÊÊÊQÊþ¯¯¯¯                     ````\r\n             gØÊÊÊÊÊÊÊÊÊÊÊÊÊÊþÊÊÊÊÑ×,_ÎÊίÊÊÊ                         ```\r\n           _ØÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊQgÊÊ`¯°  ¸QÊ                       `````;\r\n          gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊgÊÊÊÊþ_¿__gʯ                       ` `;»»\r\n         ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊÊÊÊÊÊÊÊÊÊÊÊ_                       ````»»\r\n          ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊØÊÊÊÊÊÊÊÊ_ÿ_ÑÊÊà           ³³^            `»»\r\n           ¯ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊÊÑþ           ·              ```»\r\n             ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊ ÊÑÊþ           ·              ```»\r\n             ÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯÑÊÊÊÊ    Êþ                          `;»\r\n            gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ  qÊÃÊ `  QÊþ         ·         :`    ```\r\nQgQ¿¸      gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ   ÊÑ Ê ` qÑÑÊÿ        ·        ;``    `:`\r\nÑÑÑÑ©¸  ¸ qÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯ  qÊÎ Î ¨ ÑÑîÑʸ       ·      »»¨² ` ¸¸¸¸¸\r\nQQQ¿ggQQÊQÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊà »»qþþ Î » . ,¡Êþ_¿¿q»¿ jQ_`         _QQÿgQ\r\nÑÑÑÑÑÑÑÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÑÑÑÊQÑÊÑ_ÎÑQQQQjÊþþÊÑþQQÊÊÊÊg¿_  _g©ÑÑÑÊÊÑÑ\r\nÑ»©QQÿ©©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ°``¨qÊfQÊýÑQþ`©ÑÜÑÑÊþÊÑQÊÑÑÑÑÑÊÑÑ©©ÑÑÑÑÑÊÊÊÊÊ\r\nÑ©©ÑÑÑ©QÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÜλ¯ÊÑÑÿ.Ê ÎÎÑ»¯ÜÜÎÑÊþÎÎβ²²¨²¨²²»»»»ÎÎÎÎÎÎÎÑ\r\n©`²Î¨ÎÎÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑ»»»qÊQÿ »Ê ©Q©©Ñ»²©©ÑÊþQQQQQQQQQQQQ©©©©©©©©QQ\r\n©©Q©©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ©©©©ÊÊÊ°QQÊ Q©Q©QQQ¿ÜÑÊþÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑÑ\r\n©Ü©©^»²©ÑÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊѸ¨¸QÊMÿQQÑ Ñ»©»©Î»»Q¸ÜÊþQÑÑ©©ÑÑ©©©©ÜÑÑÑÑÑÑÑÑÑ\r\n©»»»QQѩλÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ»»»ÎØѳ;Ñ»©©»¸¨²²²©©Ñ©Ñh¯Ê_©»QQÑ©ÑÑQÑQÑÑÑÑÑÑÑÑQ\r\n©QQîQ©»Q;»ÊÊÑÊÊÊÊÊÊÊÊÊÊÊÊÑQQ¿_ÊÃÊÜ©QQÑQQQ©Î^QÎÑQQQ©ÑÊþ©©ÑÑ©Ñ©Ñ©ÑÑÑÑQQQQQQ\r\nÑ©ÜÑÎÎÜÎÎÜÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÑÑQʽÑÑÑÑQQQQ©Q»Î뽩¯Ñ¨²ÑÊQÎÎÜÑÑÑÑÑÑÑÑQÑÑÑÑÑÑ\r\nÑÑÜÑÑÑÑÑÎQÊÊÊÊÊÊÑÊÊÊÊÊÊÊÑÑÑÑÑÑÊ#Ñ©ÑÑQQÑÑ©©©Ñ»½©©©©©QQÊѽÑÑÑÑÑÑQÑÑÜÑQÑÑÑÑÑ\r\nÑQQÑQ©Ñ©©ÑÊÊÊÊÊÊÑÊÑÊÊÊÊѽ»ÑÑÑÎ ¯©QQ©Ñ©©ÿ©©ÑÑ©ÿѽ½ÑѽÑÑq ýÿ©QÑ©Ñ©ÑÑ©©ÑÑÑ©Q\r\nÑÜj©Q©QÎQQÊÊÊÊÊÊ¿ÊÊÊÊÊÊÑ©©©©Q° »Q©©Î©Q©QQQ©ÑÑÑQΩÑÑ©Ñ©ÑÀ`ÑÑÑÑÑÑ©ÑÑÑÑÑÑÜQQ\r\nQQÑ3ÑQQÑÑQÊÊÊÊÊÑ2QÊÊÊÊÊþQQ©©Ê ¸ÑÑ©©©Q©ÑQÑQ©ÑQÑÑ©QÑÑÑQQÑÑ¿³ÑÑÑÑ©ÑÑÑÑÑÑQÑQÑ\r\n©ÑÑÑQÑQ©ÑQÊÊÊÊÊQÿÑÊÊÑÑÊÊÑÑQÑÊ ÎQ©ÑÑQÑÜÑÑQÑÑÜÑÑQQQÿQQÑ©ÑQÑ¿ÎQQÿQQÑQÊÑÑQÑQÑ\u003c/pre\u003e\u003cp\u003e\u003cb\u003enote\u003c/b\u003e: for an appropriate display the display font needs to be monospace. If a char image does not fit within the command window, you may try the following to display it on a figure:\u003c/p\u003e\u003cpre\u003e fontsize=6;\r\n figure;\r\n uicontrol('style','text','units','norm','position',[0,0,1,1],'string',str,...\r\n 'fontweight','bold','horizontalalignment','left','fontname','monospaced',...\r\n 'foregroundcolor','k','backgroundcolor','w','fontsize',fontsize);\u003c/pre\u003e\u003cp\u003eand edit the value \u003ci\u003efontsize\u003c/i\u003e so that the image fits within the figure.\u003c/p\u003e","function_template":"function str = gray2char(img,chars,bitmap)\r\n  str=' :) ';\r\nend\r\n","test_suite":"%%\r\nchars=char([32:126,161:255]);\r\nbitmap=mean(double(imread('http://www.alfnie.com/software/monobitmap.bmp'))/255,3);\r\nbitmap=reshape(bitmap,size(bitmap,1),[],numel(chars));\r\n\r\nimg=imread('peppers.png');\r\nimg=sqrt(mean(double(img)/256,3));\r\nimg=img(1:floor(size(img,1)/size(bitmap,1))*size(bitmap,1),1:floor(size(img,2)/size(bitmap,2))*size(bitmap,2));\r\n\r\nstr=gray2char(img,chars,bitmap)\r\n\r\nassert(isequal(size(str),[14 36]));\r\n[i,loc]=ismember(str,chars);\r\nassert(all(all(i)));\r\nimg=permute(reshape(img,size(bitmap,1),size(img,1)/size(bitmap,1),size(bitmap,2),size(img,2)/size(bitmap,2)),[1,3,2,4]);\r\nd=mean(mean(mean(abs(bitmap(:,:,loc)-img(:,:,:)).^2,3),2),1);\r\nassert(d\u003c=0.11);\r\n\r\n%%\r\nchars=char([32:126,161:255]);\r\nbitmap=mean(double(imread('http://www.alfnie.com/software/monobitmap.bmp'))/255,3);\r\nbitmap=reshape(bitmap,size(bitmap,1),[],numel(chars));\r\n\r\nimg=load('clown.mat');\r\nimg=mean(ind2rgb(img.X,img.map),3);\r\nimg=double(img(ceil(.25:.25:end),ceil(.25:.25:end))).^.25;\r\nimg=img(1:floor(size(img,1)/size(bitmap,1))*size(bitmap,1),1:floor(size(img,2)/size(bitmap,2))*size(bitmap,2));\r\n\r\nstr=gray2char(img,chars,bitmap)\r\n\r\nassert(isequal(size(str),[30 91]));\r\n[i,loc]=ismember(str,chars);\r\nassert(all(all(i)));\r\nimg=permute(reshape(img,size(bitmap,1),size(img,1)/size(bitmap,1),size(bitmap,2),size(img,2)/size(bitmap,2)),[1,3,2,4]);\r\nd=mean(mean(mean(abs(bitmap(:,:,loc)-img(:,:,:)).^2,3),2),1);\r\nassert(d\u003c=0.172);\r\n\r\n","published":true,"deleted":false,"likes_count":4,"comments_count":0,"created_by":43,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":10,"test_suite_updated_at":"2014-05-07T01:58:02.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2013-01-12T04:48:09.000Z","updated_at":"2014-05-07T01:58:02.000Z","published_at":"2013-01-12T07:10:35.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/media/image1.JPEG\"}],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eConvert a grayscale image to ASCII\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"-1\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eInputs:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eimg\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e: Grayscale image (a matrix of values between 0 and 1)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003echars\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e: Char array of valid ascii characters\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003ebitmap\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e: Grayscale images of each valid ascii character (3d matrix with size Height x Width x N, and with values between 0 and 1)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eOutput:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eBin the original image\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eimg\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e into segments of size\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eHeight x Width\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e, and find the best matching ascii character for each bin (minimizing the euclidean distance between each bin grayscale values and the matching character grayscale values).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eReturn the fitted ascii image: a matrix of characters in\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003echars\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e that, when displayed, approximates the image\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eimg\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[                              _____                                      \\n                             QQÊÊÊÊþ¿_                                   \\n                            gÊÊÊÊÊÊÊÊÊþ                                  \\n                           qÊÊÊÊÊÊÊÑÑÊÊg_                              ``\\n                          _ÊÊÊþÎÊÊ ¾ºÜÑÑÑ\u0026reg;½g                        `````\\n                   gQQQQQØÊÊÊÑÊQQ¸ ¸»gÊÃ@Q\u0026copy;ÑmM                     ``````\\n                 _ØÊÊÊÊÊÊÊÊÊþ°ÑÊÊQ\u0026copy;Ñ ÊÊÊÊÊQ____g                   ` ````\\n               _gÊÊÊÊÊÊÊÊÊÊÊÊQQQÊÊÊ  ÎÊÊÊQÊþ¯¯¯¯                     ````\\n             gØÊÊÊÊÊÊÊÊÊÊÊÊÊÊþÊÊÊÊÑ×,_ÎÊίÊÊÊ                         ```\\n           _ØÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊQgÊÊ`¯°  ¸QÊ                       `````;\\n          gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊgÊÊÊÊþ_¿__gʯ                       ` `;»»\\n         ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊQQÊÊÊÊÊÊÊÊÊÊÊÊ_                       ````»»\\n          ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊØÊÊÊÊÊÊÊÊ_ÿ_ÑÊÊà           ³³^            `»»\\n           ¯ÑÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊÊÑþ           ·              ```»\\n             ÆÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÑÊ ÊÑÊþ           ·              ```»\\n             ÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊʯÑÊÊÊÊ    Êþ                          `;»\\n            gÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊÊ  qÊÃÊ `  QÊþ         ·         :`    ```\\nQgQ¿¸      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the display font needs to be monospace. If a char image does not fit within the command window, you may try the following to display it on a figure:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[ fontsize=6;\\n figure;\\n uicontrol('style','text','units','norm','position',[0,0,1,1],'string',str,...\\n 'fontweight','bold','horizontalalignment','left','fontname','monospaced',...\\n 'foregroundcolor','k','backgroundcolor','w','fontsize',fontsize);]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eand edit the value\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:i/\u003e\u003c/w:rPr\u003e\u003cw:t\u003efontsize\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e so that the image fits within the figure.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray 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\"}]}"},{"id":46028,"title":"Paint it black!","description":"\u003chttps://en.wikipedia.org/wiki/Flood_fill Flood fill\u003e is the algorithm used by bucket-fill tools in many image editors. The idea is that all connected pixels with the input color should have it changed to an output color starting at a pixel P = (x,y). Your task is to implement this algorithm replacing all colors within some tolerance (distance) from the input color with black. \r\n\r\nFor instance:\r\n\r\nif the input_color=9, tolerance = 0, and P=[1,1], then the following grayscale image,\r\n\r\n  9 9 9 2 9\r\n  9 9 9 2 9\r\n  2 2 2 9 9 \r\n  9 9 9 9 9\r\n\r\nbecomes,\r\n\r\n  0 0 0 2 9\r\n  0 0 0 2 9\r\n  2 2 2 9 9 \r\n  9 9 9 9 9\r\n\r\nAssume that all pixels have \u003chttps://en.wikipedia.org/wiki/Pixel_connectivity#4-connected 4-neighborhoods\u003e. And use the \u003chttps://en.wikipedia.org/wiki/Taxicab_geometry Manhattan distance\u003e to decide if a color, a 1xn vector, is within tolerance. ","description_html":"\u003cp\u003e\u003ca href = \"https://en.wikipedia.org/wiki/Flood_fill\"\u003eFlood fill\u003c/a\u003e is the algorithm used by bucket-fill tools in many image editors. The idea is that all connected pixels with the input color should have it changed to an output color starting at a pixel P = (x,y). Your task is to implement this algorithm replacing all colors within some tolerance (distance) from the input color with black.\u003c/p\u003e\u003cp\u003eFor instance:\u003c/p\u003e\u003cp\u003eif the input_color=9, tolerance = 0, and P=[1,1], then the following grayscale image,\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003e9 9 9 2 9\r\n9 9 9 2 9\r\n2 2 2 9 9 \r\n9 9 9 9 9\r\n\u003c/pre\u003e\u003cp\u003ebecomes,\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003e0 0 0 2 9\r\n0 0 0 2 9\r\n2 2 2 9 9 \r\n9 9 9 9 9\r\n\u003c/pre\u003e\u003cp\u003eAssume that all pixels have \u003ca href = \"https://en.wikipedia.org/wiki/Pixel_connectivity#4-connected\"\u003e4-neighborhoods\u003c/a\u003e. And use the \u003ca href = \"https://en.wikipedia.org/wiki/Taxicab_geometry\"\u003eManhattan distance\u003c/a\u003e to decide if a color, a 1xn vector, is within tolerance.\u003c/p\u003e","function_template":"function J = floodfill(I, p, input_color, tolerance)\r\n  J = I;\r\nend","test_suite":"%%\r\nfiletext = fileread('floodfill.m');\r\nassert(isempty(strfind(filetext, 'eval')),       'Eval forbidden.');\r\nassert(isempty(strfind(filetext, 'regexp')),     'Regexp forbidden.');\r\nassert(isempty(strfind(filetext, '!')),          'Shell commands are forbidden.');\r\nassert(isempty(strfind(filetext, 'mlock')),      'mlock is forbidden.');\r\nassert(isempty(strfind(filetext, 'munlock')),    'munlock is forbidden.');\r\n%%\r\np = [1, 1];\r\ninput_color = 9;\r\ntolerance = 0;\r\nI =[9     9     9     2     9;\r\n    9     9     9     2     9;\r\n    2     2     2     9     9;\r\n    9     9     9     9     9];\r\ny_correct = [105\t177\t73\t204\t122\t130\t214\t108\t173\t122\t154\t247\t132\t149\t158\t137\t49\t171\t159\t188\t197\t146\t104\t212\t84\t234\t120\t67\t160\t122\t71\t32\t47\t185\t5\t209\t49\t198\t215\t117\t128\t125\t185\t181\t102\t14\t159\t250\t201\t95\t158\t167\t242\t21\t94\t99\t214\t253\t223\t168\t146\t133\t126\t232];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [115, 133];\r\ninput_color = 1;\r\ntolerance = 0;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','blobs.png'));\r\ny_correct = [135\t217\t59\t179\t157\t208\t161\t95\t218\t159\t210\t244\t62\t237\t115\t179\t200\t252\t175\t39\t230\t197\t55\t36\t8\t79\t77\t168\t253\t109\t230\t204\t158\t114\t20\t231\t91\t63\t169\t114\t57\t73\t121\t96\t51\t204\t92\t136\t34\t220\t205\t158\t222\t148\t80\t205\t117\t32\t220\t80\t220\t62\t195\t26];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [170, 70];\r\ninput_color = 1;\r\ntolerance = 0;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','blobs.png'));\r\ny_correct = [45\t21\t215\t148\t24\t198\t184\t203\t33\t38\t222\t107\t60\t205\t211\t33\t76\t33\t62\t139\t133\t58\t42\t238\t77\t128\t243\t214\t143\t201\t181\t109\t218\t80\t3\t41\t44\t130\t179\t21\t51\t87\t168\t161\t118\t110\t241\t214\t236\t45\t210\t130\t28\t94\t170\t39\t9\t240\t10\t103\t158\t207\t214\t203];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [1500, 1840];\r\ninput_color = 204;\r\ntolerance = 5;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','concordorthophoto.png'));\r\ny_correct = [180\t96\t232\t179\t100\t190\t0\t55\t194\t91\t49\t45\t220\t214\t233\t3\t164\t217\t254\t197\t27\t26\t207\t107\t116\t80\t153\t76\t121\t137\t231\t21\t236\t37\t200\t112\t254\t5\t121\t70\t181\t182\t106\t13\t39\t235\t188\t82\t140\t107\t118\t11\t163\t102\t78\t97\t230\t36\t252\t46\t165\t126\t85\t17];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J)).digest()) == y_correct));\r\n\r\n%%\r\np = [375, 635];\r\ninput_color = [202, 67, 37];\r\ntolerance = 175;\r\nI=imread(fullfile(matlabroot,'toolbox','images','imdata','flamingos.jpg'));\r\ny_correct = [30\t139\t106\t7\t97\t110\t190\t130\t24\t218\t242\t177\t34\t121\t66\t214\t96\t87\t10\t195\t170\t9\t145\t230\t222\t27\t243\t72\t82\t124\t63\t198\t151\t209\t215\t250\t32\t44\t207\t179\t112\t121\t173\t232\t193\t144\t31\t238\t152\t205\t145\t57\t41\t194\t8\t221\t119\t157\t210\t6\t83\t112\t142\t99];\r\nJ = floodfill(I, p, input_color, tolerance);\r\nassert(all(uint8(py.hashlib.sha512(mat2str(J(:))).digest()) == y_correct));\r\n","published":true,"deleted":false,"likes_count":1,"comments_count":5,"created_by":443343,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":"2020-07-19T21:02:55.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2020-07-05T03:08:28.000Z","updated_at":"2024-10-30T23:17:50.000Z","published_at":"2020-07-19T20:59:48.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Flood_fill\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eFlood fill\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is the algorithm used by bucket-fill tools in many image editors. The idea is that all connected pixels with the input color should have it changed to an output color starting at a pixel P = (x,y). Your task is to implement this algorithm replacing all colors within some tolerance (distance) from the input color with black.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor instance:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eif the input_color=9, tolerance = 0, and P=[1,1], then the following grayscale image,\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[9 9 9 2 9\\n9 9 9 2 9\\n2 2 2 9 9 \\n9 9 9 9 9]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ebecomes,\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[0 0 0 2 9\\n0 0 0 2 9\\n2 2 2 9 9 \\n9 9 9 9 9]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAssume that all pixels have\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Pixel_connectivity#4-connected\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e4-neighborhoods\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. And use the\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Taxicab_geometry\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eManhattan distance\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e to decide if a color, a 1xn vector, is within tolerance.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":42616,"title":"Detect circles in images","description":"Given an image and a target radius range, specified as [rmin rmax], find circles in the image. Your function should output an m-by-2 array of circle centers (x,y positions in the image) and an m-by-1 vector of radii corresponding to m circles.\r\n\r\nYour detector will be judged on its \u003chttps://en.wikipedia.org/wiki/Precision_and_recall precision and recall\u003e. The recall must be 0.75 or higher and the precision must be 0.5 or higher to pass. \r\n\r\nFor example, if an image has 4 true circles, you can miss at most 1 of the circles and have at most 4 false detections.\r\n\r\n*Additional notes:*\r\n\r\n* Circles can be brighter or darker than the background.\r\n* A detection is considered a match if its position and radius is within 5 pixels of a true circle.\r\n* To make things easier, the target number of circles (N) is provided as an input. Pat yourself on the back if you do not need it.","description_html":"\u003cp\u003eGiven an image and a target radius range, specified as [rmin rmax], find circles in the image. Your function should output an m-by-2 array of circle centers (x,y positions in the image) and an m-by-1 vector of radii corresponding to m circles.\u003c/p\u003e\u003cp\u003eYour detector will be judged on its \u003ca href = \"https://en.wikipedia.org/wiki/Precision_and_recall\"\u003eprecision and recall\u003c/a\u003e. The recall must be 0.75 or higher and the precision must be 0.5 or higher to pass.\u003c/p\u003e\u003cp\u003eFor example, if an image has 4 true circles, you can miss at most 1 of the circles and have at most 4 false detections.\u003c/p\u003e\u003cp\u003e\u003cb\u003eAdditional notes:\u003c/b\u003e\u003c/p\u003e\u003cul\u003e\u003cli\u003eCircles can be brighter or darker than the background.\u003c/li\u003e\u003cli\u003eA detection is considered a match if its position and radius is within 5 pixels of a true circle.\u003c/li\u003e\u003cli\u003eTo make things easier, the target number of circles (N) is provided as an input. Pat yourself on the back if you do not need it.\u003c/li\u003e\u003c/ul\u003e","function_template":"function [centers,radii] = detectcircles(I,R,N)\r\n  centers = [];\r\n  radii = [];\r\nend","test_suite":"%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','circles.png'));\r\n[centers,radii] = detectcircles(I,[18 20],13);\r\nc = [119 222; 185 218; 124 116; 37 37; 178 184; 93 167; 37 72; 71 38; 93 132; 122 186; 97 96; 71 74; 151 204];\r\nr = 19*ones(13,1);\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','circlesBrightDark.png'));\r\n[centers,radii] = detectcircles(I,[32 64],6);\r\nc = [75 250; 100 100; 250 400; 300 120; 450 240; 330 370];\r\nr = [35; 50; 60; 40; 50; 55];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','coins.png'));\r\n[centers,radii] = detectcircles(I,[24 30],10);\r\nc = [236 174; 149 35; 56 50; 266 103; 217 71; 120 209; 110 85; 175 120; 96 146; 37 107];\r\nr = [25; 29; 25; 24; 29; 29; 24; 29; 29; 29];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','coloredChips.png'));\r\n[centers,radii] = detectcircles(I,[20 28],26);\r\nc = [83 177; 304 336; 420 88; 434 165; 244 166; 327 297; 273 53; 130 44; 271 281; 408 265; 312 192; 420 346; 146 199; 228 232; 329 135; 175 297; 366 224; 150 258; 217 107; 345 119; 445 68; 372 293; 150 342; 251 8; 259 217; 198 107];\r\nr = [23; 24; 23; 23; 23; 23; 23; 23; 23; 23; 23; 24; 23; 23; 23; 24; 23; 24; 23; 23; 23; 24; 25; 23; 23; 25];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','eight.tif'));\r\n[centers,radii] = detectcircles(I,[35 40],4);\r\nc = [198 189; 247 72; 62 141; 124 58];\r\nr = [37; 37; 38; 37];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','moon.tif'));\r\n[centers,radii] = detectcircles(I,[200 210],1);\r\nc = [253 287];\r\nr = [205];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','pillsetc.png'));\r\n[centers,radii] = detectcircles(I,[15 55],4);\r\nc = [103 240; 252 326; 119 130; 319 84];\r\nr = [17; 17; 50; 37];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','tape.png'));\r\n[centers,radii] = detectcircles(I,[75 85],1);\r\nc = [236 172];\r\nr = [80];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','testpat1.png'));\r\n[centers,radii] = detectcircles(I,[110 120],1);\r\nc = [128 128];\r\nr = [116];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)\r\n\r\n%%\r\nI = imread(fullfile(matlabroot,'toolbox','images','imdata','toysnoflash.png'));\r\n[centers,radii] = detectcircles(I,[90 100],1);\r\nc = [267 506];\r\nr = [94];\r\nd1 = squeeze(sqrt(sum(bsxfun(@minus,centers,permute(c,str2num('3 2 1'))).^2,2)));\r\nd2 = squeeze(sqrt(sum(bsxfun(@minus,radii,permute(r,str2num('3 2 1'))).^2,2)));\r\nmask = d1\u003c5 \u0026 d2\u003c5;\r\nRe = mean(any(mask));\r\nPr = sum(any(mask))/size(mask,1);\r\nassert(Pr\u003e=0.5)\r\nassert(Re\u003e=0.75)","published":true,"deleted":false,"likes_count":4,"comments_count":4,"created_by":4793,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":8,"test_suite_updated_at":"2015-09-18T20:16:44.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2015-09-17T22:38:48.000Z","updated_at":"2026-04-02T22:38:30.000Z","published_at":"2015-09-17T23:22:02.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven an image and a target radius range, specified as [rmin rmax], find circles in the image. Your function should output an m-by-2 array of circle centers (x,y positions in the image) and an m-by-1 vector of radii corresponding to m circles.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eYour detector will be judged on its\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Precision_and_recall\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eprecision and recall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. The recall must be 0.75 or higher and the precision must be 0.5 or higher to pass.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor example, if an image has 4 true circles, you can miss at most 1 of the circles and have at most 4 false detections.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eAdditional notes:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCircles can be brighter or darker than the background.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA detection is considered a match if its position and radius is within 5 pixels of a true circle.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eTo make things easier, the target number of circles (N) is provided as an input. Pat yourself on the back if you do not need it.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\"},{\"partUri\":\"/matlab/output.xml\",\"contentType\":\"text/xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\" standalone=\\\"no\\\" ?\u003e\u003cembeddedOutputs\u003e\u003cmetaData\u003e\u003cevaluationState\u003emanual\u003c/evaluationState\u003e\u003clayoutState\u003ecode\u003c/layoutState\u003e\u003coutputStatus\u003eready\u003c/outputStatus\u003e\u003c/metaData\u003e\u003coutputArray type=\\\"array\\\"/\u003e\u003cregionArray type=\\\"array\\\"/\u003e\u003c/embeddedOutputs\u003e\"}]}"},{"id":44832,"title":"Generate Convolution Matrix of 2D Kernel with Different Convolution Shapes (Full, Same, Valid)","description":"In this problem the challenge is to build the Matrix Form equivalent of the function `conv2()` of MATLAB.\r\n\r\nThe function to be built will generate a sparse matrix `mK` which is the convolution matrix of the 2D Kernel 'mH' (Which is an input to the function).  \r\nThe input to the function is the 2D Kernel and dimensions of the image to apply the convolution upon and the shape of the convolution ('full', 'same', 'valid' as in 'conv2()').\r\n\r\nThe output sparse matrix should match the output of using 'conv2()' on the same image using the same convolution shape.\r\n\r\nFor instance:\r\n\r\n  CONVOLUTION_SHAPE_FULL  = 1;\r\n  CONVOLUTION_SHAPE_SAME  = 2;\r\n  CONVOLUTION_SHAPE_VALID = 3;\r\n  \r\n  numRowsImage = 100;\r\n  numColsImage = 80;\r\n  \r\n  numRowsKernel = 7;\r\n  numColsKernel = 5;\r\n  \r\n  mI = rand(numRowsImage, numColsImage);\r\n  mH = rand(numRowsKernel, numColsKernel);\r\n  \r\n  maxThr = 1e-9;\r\n  \r\n  \r\n  %% Full Convolution\r\n  \r\n  convShape       = CONVOLUTION_SHAPE_FULL;\r\n  \r\n  numRowsOut = numRowsImage + numRowsKernel - 1;\r\n  numColsOut = numColsImage + numColsKernel - 1;\r\n  \r\n  mORef   = conv2(mI, mH, 'full');\r\n  mK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\r\n  mO      = reshape(mK * mI(:), numRowsOut, numColsOut);\r\n  \r\n  mE = mO - mORef;\r\n  assert(max(abs(mE(:))) \u003c maxThr);\r\n\r\nThe test case will examine all 3 modes.\r\nTry to solve it once with very clear code (No vectorization tricks) and then optimize.\r\n\r\nA good way to build the output sparse function is using:\r\n\r\n  mK = sparse(vRows, vCols, vVals, numElementsOutputImage, numElementsInputImage);\r\n\r\nLook for the documentation of `sparse()` function for more details.","description_html":"\u003cp\u003eIn this problem the challenge is to build the Matrix Form equivalent of the function `conv2()` of MATLAB.\u003c/p\u003e\u003cp\u003eThe function to be built will generate a sparse matrix `mK` which is the convolution matrix of the 2D Kernel 'mH' (Which is an input to the function).  \r\nThe input to the function is the 2D Kernel and dimensions of the image to apply the convolution upon and the shape of the convolution ('full', 'same', 'valid' as in 'conv2()').\u003c/p\u003e\u003cp\u003eThe output sparse matrix should match the output of using 'conv2()' on the same image using the same convolution shape.\u003c/p\u003e\u003cp\u003eFor instance:\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003eCONVOLUTION_SHAPE_FULL  = 1;\r\nCONVOLUTION_SHAPE_SAME  = 2;\r\nCONVOLUTION_SHAPE_VALID = 3;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003enumRowsImage = 100;\r\nnumColsImage = 80;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003enumRowsKernel = 7;\r\nnumColsKernel = 5;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emI = rand(numRowsImage, numColsImage);\r\nmH = rand(numRowsKernel, numColsKernel);\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emaxThr = 1e-9;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003e%% Full Convolution\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003econvShape       = CONVOLUTION_SHAPE_FULL;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003enumRowsOut = numRowsImage + numRowsKernel - 1;\r\nnumColsOut = numColsImage + numColsKernel - 1;\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emORef   = conv2(mI, mH, 'full');\r\nmK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\r\nmO      = reshape(mK * mI(:), numRowsOut, numColsOut);\r\n\u003c/pre\u003e\u003cpre class=\"language-matlab\"\u003emE = mO - mORef;\r\nassert(max(abs(mE(:))) \u0026lt; maxThr);\r\n\u003c/pre\u003e\u003cp\u003eThe test case will examine all 3 modes.\r\nTry to solve it once with very clear code (No vectorization tricks) and then optimize.\u003c/p\u003e\u003cp\u003eA good way to build the output sparse function is using:\u003c/p\u003e\u003cpre class=\"language-matlab\"\u003emK = sparse(vRows, vCols, vVals, numElementsOutputImage, numElementsInputImage);\r\n\u003c/pre\u003e\u003cp\u003eLook for the documentation of `sparse()` function for more details.\u003c/p\u003e","function_template":"function [ mK ] = CreateImageConvMtx( mH, numRows, numCols, convShape )\r\n%Generates a Convolution Matrix for the 2D Kernel (The Matrix mH) with\r\n%support for different convolution shapes (Full / Same / Valid).\r\n% Input:\r\n%   - mH                -   Input 2D Convolution Kernel.\r\n%                           Structure: Matrix.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: (-inf, inf).\r\n%   - numRows           -   Number of Rows.\r\n%                           Number of rows in the output convolution\r\n%                           matrix.\r\n%                           Structure: Scalar.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: {1, 2, 3, ...}.\r\n%   - numCols           -   Number of Columns.\r\n%                           Number of columns in the output convolution\r\n%                           matrix.\r\n%                           Structure: Scalar.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: {1, 2, 3, ...}.\r\n%   - convShape         -   Convolution Shape.\r\n%                           The shape of the convolution which the output\r\n%                           convolution matrix should represent. The\r\n%                           options should match MATLAB's conv2() function\r\n%                           - Full / Same / Valid.\r\n%                           Structure: Scalar.\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: {1, 2, 3}.\r\n% Output:\r\n%   - mK                -   Convolution Matrix.\r\n%                           The output convolution matrix. Multiplying in\r\n%                           the column stack form on an image should be\r\n%                           equivalent to applying convolution on the\r\n%                           image.\r\n%                           Structure: Matrix (Sparse).\r\n%                           Type: 'Single' / 'Double'.\r\n%                           Range: (-inf, inf).\r\n% References:\r\n%   1.  MATLAB's 'convmtx2()' - https://www.mathworks.com/help/images/ref/convmtx2.html.\r\n% Remarks:\r\n%   1.  gf\r\n% TODO:\r\n%   1.  \r\n%   Release Notes:\r\n%   -   1.0.000     dd/mm/yyyy  firstName lastName\r\n%       *   First release version.\r\n% ----------------------------------------------------------------------------------------------- %\r\n\r\nCONVOLUTION_SHAPE_FULL  = 1;\r\nCONVOLUTION_SHAPE_SAME  = 2;\r\nCONVOLUTION_SHAPE_VALID = 3;\r\n\r\nswitch(convShape)\r\n    case(CONVOLUTION_SHAPE_FULL)\r\n        % Code for the 'full' case\r\n    case(CONVOLUTION_SHAPE_SAME)\r\n        % Code for the 'same' case\r\n    case(CONVOLUTION_SHAPE_VALID)\r\n        % Code for the 'valid' case\r\nend\r\n\r\n\r\nend\r\n\r\n","test_suite":"%% Testing\r\n\r\n\r\nCONVOLUTION_SHAPE_FULL  = 1;\r\nCONVOLUTION_SHAPE_SAME  = 2;\r\nCONVOLUTION_SHAPE_VALID = 3;\r\n\r\nmaxThr = 1e-9;\r\n\r\n\r\nfor numRowsImage = 28:32\r\n    for numColsImage = 28:32\r\n        \r\n        mI = rand(numRowsImage, numColsImage);\r\n        \r\n        for numRowsKernel = 3:7\r\n            for numColsKernel = 3:7\r\n                \r\n                mH = rand(numRowsKernel, numColsKernel);\r\n                \r\n                for convShape = 1:3\r\n                    \r\n                    switch(convShape)\r\n                        case(CONVOLUTION_SHAPE_FULL)\r\n                            numRowsOut = numRowsImage + numRowsKernel - 1;\r\n                            numColsOut = numColsImage + numColsKernel - 1;\r\n                            \r\n                            convShapeString = 'full';\r\n                        case(CONVOLUTION_SHAPE_SAME)\r\n                            numRowsOut = numRowsImage;\r\n                            numColsOut = numColsImage;\r\n                            \r\n                            convShapeString = 'same';\r\n                        case(CONVOLUTION_SHAPE_VALID)\r\n                            numRowsOut = numRowsImage - numRowsKernel + 1;\r\n                            numColsOut = numColsImage - numColsKernel + 1;\r\n                            \r\n                            convShapeString = 'valid';\r\n                    end\r\n                    \r\n                    mORef   = conv2(mI, mH, convShapeString);\r\n                    mK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\r\n                    mO      = reshape(mK * mI(:), numRowsOut, numColsOut);\r\n                    \r\n                    disp([' ']);\r\n                    disp(['Validating solution for the following parameters:']);\r\n                    disp(['Image Size - [', num2str(numRowsImage), ' x ', num2str(numColsImage), ']']);\r\n                    disp(['Kernel Size - [', num2str(numRowsKernel), ' x ', num2str(numColsKernel), ']']);\r\n                    disp(['Convolution Shape - ', convShapeString]);\r\n                    \r\n                    mE = mO - mORef;\r\n                    maxAbsDev = max(abs(mE(:)));\r\n                    if(maxAbsDev \u003e= maxThr)\r\n                        disp([' ']);\r\n                        disp(['Validation Failed']);\r\n                        disp([' ']);\r\n                    end\r\n                    assert(maxAbsDev \u003c maxThr);\r\n                    \r\n                end\r\n            end\r\n        end\r\n    end\r\nend\r\n            \r\n\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":6204,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":"2019-01-15T23:13:37.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2019-01-15T21:20:18.000Z","updated_at":"2019-01-15T23:13:37.000Z","published_at":"2019-01-15T21:20:18.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"targetMode\":\"\",\"relationshipId\":\"rId1\",\"target\":\"/matlab/document.xml\"},{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/output\",\"targetMode\":\"\",\"relationshipId\":\"rId2\",\"target\":\"/matlab/output.xml\"}],\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"relationship\":[],\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\\n\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn this problem the challenge is to build the Matrix Form equivalent of the function `conv2()` of MATLAB.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function to be built will generate a sparse matrix `mK` which is the convolution matrix of the 2D Kernel 'mH' (Which is an input to the function). The input to the function is the 2D Kernel and dimensions of the image to apply the convolution upon and the shape of the convolution ('full', 'same', 'valid' as in 'conv2()').\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output sparse matrix should match the output of using 'conv2()' on the same image using the same convolution shape.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eFor instance:\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"code\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c![CDATA[CONVOLUTION_SHAPE_FULL  = 1;\\nCONVOLUTION_SHAPE_SAME  = 2;\\nCONVOLUTION_SHAPE_VALID = 3;\\n\\nnumRowsImage = 100;\\nnumColsImage = 80;\\n\\nnumRowsKernel = 7;\\nnumColsKernel = 5;\\n\\nmI = rand(numRowsImage, numColsImage);\\nmH = rand(numRowsKernel, numColsKernel);\\n\\nmaxThr = 1e-9;\\n\\n%%Full Convolution\\n\\nconvShape       = CONVOLUTION_SHAPE_FULL;\\n\\nnumRowsOut = numRowsImage + numRowsKernel - 1;\\nnumColsOut = numColsImage + numColsKernel - 1;\\n\\nmORef   = conv2(mI, mH, 'full');\\nmK      = CreateImageConvMtx(mH, numRowsImage, numColsImage, convShape);\\nmO      = reshape(mK * mI(:), numRowsOut, numColsOut);\\n\\nmE = mO - mORef;\\nassert(max(abs(mE(:))) \u003c maxThr);]]\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe test case will examine all 3 modes. 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