//go:build integration package integration import ( "context" "encoding/base64" "testing" "time" "github.com/ollama/ollama/api" "github.com/stretchr/testify/require" ) func TestIntegrationLlava(t *testing.T) { image, err := base64.StdEncoding.DecodeString(imageEncoding) require.NoError(t, err) req := api.GenerateRequest{ Model: "llava:7b", Prompt: "what does the text in this image say?", Stream: &stream, Options: map[string]any{ "seed": 42, "temperature": 0.0, }, Images: []api.ImageData{ image, }, } // Note: sometimes it returns "the ollamas" sometimes "the ollams" resp := "the ollam" ctx, cancel := context.WithTimeout(context.Background(), 3*time.Minute) defer cancel() client, _, cleanup := InitServerConnection(ctx, t) defer cleanup() require.NoError(t, PullIfMissing(ctx, client, req.Model)) // llava models on CPU can be quite slow to start, DoGenerate(ctx, t, client, req, []string{resp}, 120*time.Second, 30*time.Second) } func TestIntegrationMllama(t *testing.T) { image, err := base64.StdEncoding.DecodeString(imageEncoding) require.NoError(t, err) req := api.GenerateRequest{ // TODO fix up once we publish the final image Model: "x/llama3.2-vision", Prompt: "what does the text in this image say?", Stream: &stream, Options: map[string]any{ "seed": 42, "temperature": 0.0, }, Images: []api.ImageData{ image, }, } resp := "the ollamas" ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute) defer cancel() client, _, cleanup := InitServerConnection(ctx, t) defer cleanup() require.NoError(t, PullIfMissing(ctx, client, req.Model)) // mllama models on CPU can be quite slow to start, DoGenerate(ctx, t, client, req, []string{resp}, 240*time.Second, 30*time.Second) } func TestIntegrationSplitBatch(t *testing.T) { image, err := base64.StdEncoding.DecodeString(imageEncoding) require.NoError(t, err) req := api.GenerateRequest{ Model: "gemma3:4b", // Fill up a chunk of the batch so the image will partially spill over into the next one System: "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed aliquet, justo in malesuada lobortis, odio ligula volutpat quam, quis faucibus ipsum magna quis sapien. Aliquam in venenatis diam, eu viverra magna. Phasellus imperdiet hendrerit volutpat. Vivamus sem ex, facilisis placerat felis non, dictum elementum est. Phasellus aliquam imperdiet lacus, eget placerat ligula sodales vel. Pellentesque nec auctor mi. Curabitur arcu nisi, faucibus eget nunc id, viverra interdum mi. Curabitur ornare ipsum ex, ac euismod ex aliquam in. Vestibulum id magna at purus accumsan fermentum. Proin scelerisque posuere nunc quis interdum. Maecenas sed mollis nisl. Etiam vitae ipsum interdum, placerat est quis, tincidunt velit. Nullam tempor nibh non lorem volutpat efficitur. Cras laoreet diam imperdiet ipsum auctor bibendum. Suspendisse ultrices urna sed metus sagittis suscipit. Quisque ullamcorper aliquam nibh ut mollis. Aenean dapibus mauris pharetra, venenatis elit ac, hendrerit odio. Cras vestibulum erat tempor, lobortis justo eu, lobortis ipsum. Nam laoreet dapibus sem. Proin vel diam ultrices, elementum ante et, ornare lectus. Proin eu accumsan nisl. Praesent ac ex vitae ipsum vulputate tristique facilisis sit amet lacus. Nullam faucibus magna a pellentesque pretium. Nunc lacinia ullamcorper sollicitudin. Donec vitae accumsan turpis, sed porttitor est. Donec porttitor mi vitae augue faucibus, vel mollis diam tincidunt.", Prompt: "what does the text in this image say?", Stream: &stream, Options: map[string]any{ "seed": 42, "temperature": 0.0, }, Images: []api.ImageData{ image, }, } // Note: sometimes it returns "the ollamas" sometimes "the ollams" resp := "the ollam" ctx, cancel := context.WithTimeout(context.Background(), 3*time.Minute) defer cancel() client, _, cleanup := InitServerConnection(ctx, t) defer cleanup() require.NoError(t, PullIfMissing(ctx, client, req.Model)) // llava models on CPU can be quite slow to start, DoGenerate(ctx, t, client, req, []string{resp}, 120*time.Second, 30*time.Second) } const imageEncoding = `iVBORw0KGgoAAAANSUhEUgAAANIAAAB4CAYAAACHHqzKAAAAAXNSR0IArs4c6QAAAIRlWElmTU0AKgAAAAgABQESAAMAAAABAAEAAAEaAAUAAAABAAAASgEb AAUAAAABAAAAUgEoAAMAAAABAAIAAIdpAAQAAAABAAAAWgAAAAAAAABIAAAAAQAAAEgAAAABAAOgAQADAAAAAQABAACgAgAEAAAAAQAAANKgAwAEAAAAAQAA AHgAAAAAXdsepgAAAAlwSFlzAAALEwAACxMBAJqcGAAAAVlpVFh0WE1MOmNvbS5hZG9iZS54bXAAAAAAADx4OnhtcG1ldGEgeG1sbnM6eD0iYWRvYmU6bnM6 bWV0YS8iIHg6eG1wdGs9IlhNUCBDb3JlIDYuMC4wIj4KICAgPHJkZjpSREYgeG1sbnM6cmRmPSJodHRwOi8vd3d3LnczLm9yZy8xOTk5LzAyLzIyLXJkZi1z eW50YXgtbnMjIj4KICAgICAgPHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9IiIKICAgICAgICAgICAgeG1sbnM6dGlmZj0iaHR0cDovL25zLmFkb2JlLmNv bS90aWZmLzEuMC8iPgogICAgICAgICA8dGlmZjpPcmllbnRhdGlvbj4xPC90aWZmOk9yaWVudGF0aW9uPgogICAgICA8L3JkZjpEZXNjcmlwdGlvbj4KICAg PC9yZGY6UkRGPgo8L3g6eG1wbWV0YT4KGV7hBwAAQABJREFUeAGE3QfgX9P5OP6TIRKRncgmS6aR2DNCKEKLqqpRW9FWq0q1dEQparZKF7VK7aq99yZGSCRB BhErk0Qmyf95nZOTfOqrv/9J7ud977nnPPt5zrz3Ntp0s61XrLnmmql58+Zp6dKlqUWLFmnZsmXp888/Tx07dkwLFy5MX3zxRT4aNWqUmjVrlho3bpzatGmT Pvnkk5y/YsWKXHfttdfOv/VauSZNmuRj0aJFSX15cIAPruS3adOmafny5Uld5dDkXP05c+akTp06pTXWWCN99tlnacmSJQGnUVp77VbpvffeS126dM4wli4t dK8RsJoHDvUXL16cy7du3TrjXrBgQS675prNUsu1WgV/AW/ZktSxQ4dMC37BXbDgs7Q4aG7cpHFq2bJlpo984EY/3vELB94k+eqjU36V1fz580OmSyO/WZZt 8+Zr5jKu8YZv8pTgkCoMcnCgm17atm2bz+Gv8NWnvxUrlgd9S3P+4sWLQnZNc91PP/0ktWrVOst19uzZwc9akd98lczxN3fu3FwPLudrtwrelqcsM7LG95rN Qv4LF2U6XLvfvMWaq2gi90ahX2mttdbK5ej2o48+ymXokv7Ri/ZPP/00LQ16O3bqmOuwCbiaNSv8Ngs5fhFl2QPe1fXLBtgLutHrVyJnciffZWELS0KWytEL Odd66oDjHrnjpdoiGTbyL3DRAX3AT77xEzAW5nrwuY9m/DTp3bvf6Hbt2oWgW2WC3ARYZQdA8+bNW2UYiILU4T6FIsw1w0NAYaZ5RoT4KgRIwa8GgBgEEjC4 DFJdB9jynTNYDqF+pQdDyqw23ma5nGv1MIcnuAgMHPfQWuholtKKlNaEP2heujQMYyVuTrT8i+VpUeCsNFIEueAFDWBSXD1nOO7PmjU7nK9J+uLzkE/AnRnX yi5atDgbcMsoN3/+Z2nK1PfS2i1bxL0mmQ+OXmlEO4fEX4eOHTJORiefPNdYoxiR8nTHwCR8f/EFY8T/iqyThjyjkdHBRdbkIMGFdrLiqIx5/vwFaY2ma+R7 1UA5M0OjM7Dw59x9sPANDn47dGgfZVOmPSOJP2RF/+5LfjmsX/ckcqp0gkfv+GQDZF9tjyyc+yUbNLjmGHPmzE0LQk6u8Yov5zUYu0YvPGRGFpmfkDd+QvAZ F9jwg7F8+RfB29KcX+WMbvxKTfoPGDQ6HC2nShjBKuwXg126dMkKwBAiOA/CCRYBkAHaKhBSvnodIsKrywDBpVCplnWubFWSX+UZP1jKFYK/yPgqXLDQQyFw Y1Id5THVPBxl5qxZWfBgEgZ6CLdJtC5oBrd5i+ZRNoQWPM1fMD8bIyNcGBEXn40bRUQKXhktOASMdzRSgoNTukbbhx/OjOtmqVevnql9GHe3bl1DZi2Cjpap e/duaZ11OoXzvJsWhzI6d+6Yhg/fOk17590MFz7w8A0Pep2DvzgMC72Zt7in3DrrrBM8r53pgrsamJZEvWoUZAU2OLWMewyPQ+KHE+LBr7qff74sG7M6Ak1U z62yenBXfJ9FsGkaLR5HoAt6qLjAw0MNouo64ENTTZwWTDaCR85SaCgtkxYV33SmnFTpJidlHXQPPidaFHjR4T6a3NNCCSBgKM9e8Fdhocu5+5wK7ehUFr8f f/xxBL3S25LvkO+Qcrldd/v6imIcy+JG41WMtm/fPjMHISF/8P77YXALMnEAIFbkEvkqUADlI0pSFyMEDXltip0zTvkExckWMNaVzgaeesoQLmPW3arOUxlm OIRVIzI+aotBMeoTrnx4wMQXfGhv0rhprvtFRBtOMC/gaYWaN2+R+dK1+DycS3k0zZz5cZQvRt0BnFAeJc+aPTftsvMO6eennJwVWmRTWgmGKJqhffr099LR 3/t+uvKKv6W+ffumu++5N+2z37Fpj123TLNmzkyd1umcHR9f8FG4rqdgwHnwQNG1C4vH6mRVT4xCGfjcw7trMip8N849DDDJrtZniM7xQz8McUG0SuS+NLq+ 5Coo0Lcya0b3q0uXrmFEjdMnK1tLAbYaL9lrAeCuhkf2nBgs5dgJWeFVYh/oZch4rc7iGr01YMqvOleX3XFK+iU79kEOeFLPffck53A40AFmlQ/+lXeNVvfR Cwd86tb6aNA6fx49D3LNbawKGMcI711rrZYZGCYh5JGQUI6EQIDdg7h6dEOi5akPsaQ8BolMs+saXr9gtwyHIVhEKYdQTGICHMpQlkDeD6emCHQU41oYDtM2 160wlCcMNOJLFwhNaJTAnzN7Tnacxk0apQ8+CIFFfoeOneKvrkTrTN/cuXMyfjQZ04DHOVvHQcFahsefHp+O+V7vaGk6A/0/U+9evdK222wVrVW3XGZA//VT 9y5tomWakV59+ZnUfO0eaY/dts+8MUo8zA4nHfvqi9Eh7x79pPfSVlvvkLp27Rz5c7KclCM/vEnkRYbyyBe/8hg/OZAhuc6KVptcyQ9PeHEfTvkSmS0LvgUz 9+NGLqMcvLPn6LYW54M/yyX0AoZruoIPbnYwM4KFfE5vuCDRAxrkf77SDhly5YHNKYMH+pTQxyblK8d58PTZZ9EdjfLKgk8GyqAHTOd+yQU+/KFNK5wDRshB HQHAWJJ9tY8u6lotip2xAXXBwYNrrSacTQm6fft2uZIbCONUkGNeswspJhDIUAkVEgw5KAIw5xA5RyRBggGmOqIruBwVnEqMFkekd28ZZqKOuu6DRdBoqwZB mNVp4Q7zyTQTJhjKoo/Q5FV60MYJCYLQFy1cnAezTVY0zhG2jkeaNFkjfRKKUL9ROJl6eKs8wl0VCd+2W/ZP199wSx5Xde68TuZ39913y3Jj8HfffXemY8xL L6d33p2+ypnRPueTxenHxx8VrdkJacqUqenKq65PHdq3ztH//odfSDuP2DRdfPGf8phDj+C5515Izzz3Sho8sE+aMeP9rBfKZ7DgodU5eaOf/J37JdOqC2Xc x0s98AhWNXaBY01jreVF9sZEJjEWL14SjhRjthhHduzUYZUDkgVc4Ah04DvneA734FcOrRy04qTTpStth5wrP3TuUKfaolYCjeq7x07c0+XnANVuODY7U7d/ //5RZvZK+2yWJ0DkC5r40c0nB3Q50EVmi6Krr4vLJ9hVjx49Mgw0uCZv+Brt8839c9eOsarsJgG46Rpws3cIQjxlOK9NX0NGCUOSRxgSj2e46kJeiC9llEOs svKrUNFAobWsusqgi4O4B9aSJYuzMEUFjFa60WywbHaKQ+uOEOr8+TFLFJMKZoWUb8J5o2yZ4SoGBHaTiLJpRaPc314UhiOBAzchi3auK83odr502fL0wnOP pf2+fWC65por8njt3XCc9dZbN3XtPjB9MGNKOurow9Mf/3BhhvX66+NiZmlJ2mzTTTMOfx599LH03UOOC8dpm/b/9l7puOOOybhqAfhv+8/t6fCjT047bjc0 ZtEEqIURzUv/f3l0N4xPi9HqfpQILmqThyCGVrJirGTRIsaL9MDQ/CpDBytCbmYttcqSmT7BsM4GNo3JCF1kxkTHuqfkSTYcRyKrqj92U4JYCaLkpuyCGKN+ +un8fF51TIdsEN3orLYCpm4cmLNnzwrcZbxKN2wEPvTArw6cyreLY8rUqbm1gZfjVRzV/ti2AMAG2K18ZeUL9mTJWefNm5umTXsn+4BGSCBv0q/fgNGEvmYQ 9nkIGIGYAQzTiKnRQblqyBDJZ6AShBAjrrYgZvGygYXy1VOe4MB1TlDV+8EDSz44tVvmPlrANIXMQQgLvqKg0q81roGLcpct/SK1DVjRXoZBLItAEN21EIKx SnXmFs2j/7xC/zYmHYIegs+RJcaJxkaMjlHBj3a4yAKdzhkrXuGkODR2aN82JlzapoED1k+7fm2XXF/5F154LQ0Z3C+1DmV2jan6UaN2z/cooVvXrlneYEq9 e/eKaPl+8Ls0XXDB77Niyf2ll14K2TTJRrHBkCEpZp3T3fc9HBMbrbKC0fDZgtJ9IadyLItfA/fSvwe/ZQyaa9fOAJrDcIZPPpmX+cGHvLlz52V+Ca7qiuzw TS7krx4jIxeHGVCtBHmSjXK1LJ3Kd78Etfmruk/oAkdZuMkUHjDlfxF5einqu4dhY1nd02qH9PRZyJoeq/3Jq/b0/gcfZD1VfcFJZuQOJ3rhq/erbvkCvsEB b/r06VG+TJigV7lP5n2SGkOqn4tQwnGt+eXFy8IIeTRiJcAoAUMEXg0cMkAJqEYAMIx7uoahmMVCbG3uFy2K/nYkeZVRsCRlGLQmWpJPmHDoWoBLGcpwjI8+ mpnvK2sw3DrGLB07ts+O0CzWPXRPPo3+fBZ08AKe+nhep9M6Ofo2DgESCD7jNNOs5ZKnbBWuuvhfK2jQunFowkcTmVDu4sUxuI/fhmnhwiURyRdlWrUYWkjp i+ganXHGWWmXXfZKb7/99qoq667bM+277zeyA8u8/vob09Zbb51+ceovV8ll1113SdMmvxN4W+RybVq3CZ21Cf60MsYrbbOMBC50043Wh34YBjrmBv0mFIx3 QvVZH/ihE7Dw7aAn+WDRBXj0LcDg28Fu/AqA5KGco8qQ3MAgszJWKt1/QYLc6VMib06kxVCfY5jUAb/aoVlZa1NsxX1OiiaOXINsDW5owUPRXZkVxB9aqk2Y 6ZOnDhx4c0gtAqZxMDs2BjZ+AqvaLR3SZlMZmNBciYIMliIgInSVEMLJKAPjFIFASCuzBFaZAINAwHFUBzWuUB9RYCqHeAqoc/yUprw858rVFkpdNHEQXQGt RvtoBfDw5ptvp6nT56Z2rddOc2YtjO5U+9R/wHphEK1j0W9ZsFq6m1qoYC1wl1m8tQJGs+DfDMyKFWumiZMmp5dfnRRO1jr16NYl06sV1D1jDOPfeCONe218 GrbpJhEgtKAMrwQBvHaKxUXOiwfJDyMAv8xwWmcrEx4zZryXrrvuP+FEL6exY19P/fr1y3XQ16vXevmcXA866ID03e8elGVB7hJ5RRubloSxrR2LrYsbi+gW CGOdK1okk0Z0R+aMgp7o1DoNZzMm0FWzcLl2q9LdW7rU5EBpkeCNdibLnnx1f8kQDPxUmGyHDuXrLtORBK+ZRvTW8YV6nJY+S8Ashk/XDjCUn/7uu3mSg6Oy I/iVh6caOX7A40jyXYMBNtrpynKGQysMtrLsBw3KrHZCOomJpnBgSZliD9HafFp6SvLAltDEFyrPaG7KKx26AISCeATKQ0x1JERWJ6IkTiAPMcozIr+QMX7n fhGgm0FpEkEQrHsIAQMhDtcEUnHDBy6m9ZUJQDkK7dmzR5o8eWoaP+7ltOHGm6cRI7ZLh0Ykx2AR7JIY2L+bXhzzahr7ynNp8ODNUt9+6wbesvsBHC0j/Mp/ GgJ74vGx6YfHH5jWW3fdcJgJ6aorb0t77Dk8RyKCffTxZ9NmwwanQ797YJ55/Nf1t0YLqEtYAoaIXVrIsosjMxzxau7c+alXr245AOCxJkbbrt3acVnWxGo+ pTIeCe8ffvhh/JoIaFxakzh/4YUXU5uI/vRD1mRjXOcaDtcmBJyDoYdBvyZD6GzKlCnZmTikWUs4tNKClPILY8HbTJZAoUVFEz7hokPw4BBMGTkHhs89MrV2 VoMXOdM3e1JfkGEnaEOva7Bck3ObgE0/bEEwdbADdgGf8nhRto6hXCsPHv4ki/bsAU26rmy24mTnxQbKfIAewxwzdVG30FS6w/yCDaMbz/jgSGChh87ByY6E KYUQ7KaCEGIOQsS7lgijElwiVYl0kClXBaSM+5QCudaOA8lz3WZlF87qtTJaOQLSpDNszX+NGNUQCMU5g7rj9mfSYYfvkc79/Zlpww03yBGaAhsmszEGpK+P G5/+c9sd6W9/uzTt881vZzrnxAAaLzNmzFjZ0i5JDz10Qxq50070n2Wx225fS78947w0ZFC/9MRTY9KJP/5e+v73j4t6jD+lb++3b/rBD08IesvYEg9zYmzR Irpbq1MEizXLDoGWa7WI3QKly+A+Q6C0xo17hHxX16B4rbtkQuSyy65IZ511Rr7+xS9OS9/61jfT25Mnh6xjRi4rNGbqYmxXDDQWciPQ6faC0yKmbhk62hwG y7qtdYZLK9Z0jTJV3ry58ULp/zcLp6GvttHq0gPZ0jGj0X2Diy7pSjl8WFvT/WZDtWXjoGyHPay1Vo8sc3aiDON0D4w8vgm7Y/xwyBNIlYHfNZ7YDpvUerDP du3a5zzyEuDVz3Jb6VCl3vIsB7jAZEN4QTP4aHPPssziuMafa/6AFrzCyXlMvKknHy3KuN+0eLaoWebiOZFmnEBVwHStBHjDFgcRjBFAZY1RdGsQhlhJeUpw 1HP1ssOF0DlOxSNPPTQxAgnjEsGbGFi0aFma+s6M9O9//zntFlPM+rANE6YktBJs9+7d8zFypx3TPvt8I536y9NTq6BzrYA1PwyrWRj5gw88l84886Q0cmQ4 UST8wP/NffZO9933QJow4c3Us0fndNDBB2Yncp8RDR48OB1//PfTkd/7WfrayC2CtsUxydE68wq/JKK3a98mR7rPYrq9UJdvxR9dLVPQZdW+5goYN998W/r6 1/fMeE466cS0Taw/tQ7YW225ZZadRdBzf3922njDARGtSzeubZt20RX5JH0a4zfbe6o8yZjhiOrkWQykDPzJ2oIr3ZmN03rQIUdYKxxfeVEXz8rSN13oujHw teNgfORhskonl2Mpo2xprcpY2EBdQhca1KEvcMkL37pinMF9ToDmsj6k1V8z4JWxW7VX8MCBR1l2qx6YbBnf7rM/tuy63hOIBJ08Oxll8INuvKJLWXToorJL dg0vWsGQlAG3KaYRgGnIGLnCBqsAyqvNF68HkHEAZkqREAGyh8zOBEyAVR2pwlQmYnCup65rDmqMkreaBNPqYsCBDjDkgSEaGat89NGsdP21l6ehQzfOjKAR PId6NdVz+eBQ3q67fi0ZyB9w0OF5wgDudu1iKjVw9+vXN1dVlmOrr86QwYPSVdfenw7af6fciipUDQDs9QJeixamYmOPXRifCD79vRmZbnLlXNOmfhzdyvXC OdcIA4wp4qBZophlMWUeYSLv0cuZ8Uekve66q9JOOw1PBx98UKZxjz1G1dsxppqc/nzp39LQYVtmh9faM76msf4FJifS1VqwQCtQornAoKvml/Lfi/FZm1Ym J5pmWkXc6mTGFC1bakVjEimMjTGxAXzTB+eXqozlg8sIya4amfuMk42BQV5+ydhvNXD0wA82GrRO8LIPZeALVWS4yrIH9euEFD3BoxzcYKlLFsoJJGwSjVri alf2VFb7oSv0g48OTs0R4cKHxkV9B9tUDhz1+UMO+5orGbWw8QxCAFIYQSIFQh2aVdEBQkwoR4BgEBqB1Xx1IRUxCEn3ojKKeIQp656y8givGrKyYIP50IN3 xoLkc9mJqgCq0bvv+HICRxl8OB80aFC65qrL0l77HJw22rB/jnC9e9p9vLolU67Cyr/LpmcF1Tz3azJ2+WD6+LTxkN6xhUrXp3lMWLyd/vKXv6Utt9wit2i9 +nTM24+sybz99ox09dX/TBtvvFG66aZbQlHNwmGGpWuvuyFosR1nWbrkkr+H0++ZTj3t7DRmzMsxqzcyxg1t8lrRxEmTot5tQU+z2CHROesDb02DRw5ovOPa NiLBUKvCyMjXWFV0V66l9aQoZzeBpHx1BK3SsmXR5QuYHcI2rNeRoW1cur261mRQ5UC/dOZgN+TENhgclTQPWuNPtiEBl4x0AU0YsSfGTp/qwtM07IFNsA3B 29JM7daBif6Kx84D25U+iOlt8kMgG1QOzxyITYHPKdCmvsaCbbFL58qWGcfSc0ITpwQLv1pp8gEXjWCBbfYw0yoDEkbMCwHgKBAi1lw9obgGQB6BAapp1Epw JMoSIRAmAQ4uYajrQJh6jbRoMTCmoOVflIVaAmXMy5aVRzWMQ0TZ4gDL0yMPv5j+9vfLwji3zApEA5juO/f7xhsT8jy/fJFngw2GZPy1DMU732ijDdMfL/pd +u2Z54WQ10iTJryUZ7oy4V/6Q6kpdcxw6i3wqxE5l2zYDcayUrp1XSedfPJPa/H/83v88S/nvH79hqY+fbpnFzYm3Guvb+T8HUbskneHR0OT/nLlneGUl6yC 0bZD79Sze8f0+muxbahB2mCDLVLnLmUvGx3SyaSJ74aBTVxZyjrV0jRw8LA0aOD6eVdEcBFT9aV1oRvGQm4c46VX3kgz3n0jdV93SN5ou07HNmnC+EkBY35a f+AmqX+0sMZ4JhgkemYfDM+5NbKPP56VHnv69TS4/7pRYkV6d/qHYR9rpSlvjc11OnXpG3B65qBA14yULhkoudaWgR1J1TZ1K9HLds06OtiblpnDgWFJgwwk sPAEnpYaLvrjPPTPpt1Du1/1wGf7tZHRg6o8wosWh/JsqqnoYDoaIsqEFFEQTY4BLa/lWPJU4M2coRhnWZMBWFK2JkTUaIDQ99//IE8hEzanUV+yaKpcZj4E IAKpq1+KIUJD09Bh/dPeKw0NbdV5/Kpzzjnnpt/HmCGlWC9Zu11aGq3DKT//XvrpiT/OExGF3jITBu+IEcPTn6PVgEsyWP+qZMtSSrNW0ftVZeSRH8W0iXHM A/c/lTbbfNt0wHf2TUNi8ZRxahl0/QhewHnzzTfTLbfcnu655z9p1932zDTusedeWe6vjp2UDjn4W2m/mMwwdpk6dVq6NLpyAtBLL4+P8dLm6bxzz8w7zPH1 0Ucfp3/968Zo6f4R48Y9s0E9+khMjpx4ZLRsF2dZhghz9LzvvgfSRRddkLbbbqcsQy0M+fbs2TPjfuyJ59O2W2+Sfn3aT3LrbT0J7crQ28yZs9Jrr72WHnzo 8fTiS+PTTiO2yjJkF1XfAuyDj76Yvr779unIIw9JA/r3j8ks61hlWUBZOwOee+75dN55v0/rD9g49e2zbgTzsimXExj4M9xqF87h5wjsCQ52SOZ01zLkxBGq ntkkx9StY5d1AkH56mD0pqdlLU4DAB4erBMasqjHifWiJDJwuJbvXBk4I+A2y1EUQkoGCHAFDdQV4o1meiw+IRAxEHMuwlFPl8F99eRhDOOQYZwgOUD1eoTJ V0ZrqJ/5+edlAyziXINlXeb+++7KXaU66CPc6kxwn3HG79KFF54fU9V7Rb1irMpc/c9b0+x4Hujiiy/MuNRBD57Qf9CB+6efnnJGTJ9vmfPR9OWkrLRgQXRr ViZwakKjhGbdpclT3o2u2Vkxs7bv/3MT67bbbpO++c1v5n14Z//+j6ldGwuPAs5Hadddtk+//vVpmWaw+4ch0os6V199TTrwwAOykblX0447jojWerM8qzhs k63Sww/fEl3GHevtVb+77LJLsg/wlJ+Pjoma6JZHy89ILTC/9vqkdM7vTk3GY3on/yuNGLFD0HBgdDFvTr86/YK07VYbZZmGaLMu581blq676o8JTXoqX5U2 2WSTmPzZOx1++KHpoj/8Kf3njgfToGi5LGbTnYDLvhgtWuiBvdA3mRtvLlpUNloXfazI9lqm8cu6mTqm9+lcAo/9sk+tCccJ98g26b7yDk4ER7UV5dm8Vqra EPrITTn3m0Jcu3I8WFPHudhKbc4A5ySSMtVTEQMQ4PI0rZAr07J57DSOSGG7zfIoo6yoLVVBFQcqA1iGoq9K8GAhFF70pDV6ps022zTXrX8qQ08//Uw40QUx rb1ftJbl0Qx4ML39NsPS5Zf/NX3jG3vGDNgeq4RQYWy++WYxy8bhS5ei5jf85dBSXQdzjseivDJekOd6bBjiWWeemp2o5i2P/BXBR4FT6lXFar04RY8ePdIO O+yQ9t5n3zTu9TFp9G9+kY2GzCQK699//XTxny5Jhxzy3ZznHjlK5MRIjj32mHT/Aw/FTvQjsxPJd9RyaCTXXXbZOeuNQ339G9/MRjLmlQnpxuv+ljiJpKy6 fhvWr7R37NghnPbYvDv66ON+nvbda2RE/7nppVcnpvvvvjH0tVmGU2GoBw541UjRYsz6h4vOj8B2errkL9eGU24Y9YrMazm9EmW1JH7xzvENKwRm+eBb8xEg 2ZVxjW4nubAFjqDnInBXOPI4JpgcVjeOczlng+6h1wFOpQcfxpt4U4a9N4a4RKT5ubLBsxuI8atyNW6eV8tXoSBCs2naUXkM6S5qvh0ijGZaUhaBZoCUQ4hf EQexGEYYZt2zcwGMoRt0D2OLxwgiKS9V5T4Smzx7rDsgO4N7hIxO50ui7zxqj31ifejhLKBKc4WhhevXu0d6+81XM74M+Et/tHASumpa3R7pmsZGxu6DQvjz 0/DtN89T1sqRm6SbQr7gwE8Gfh3VyIYP3z7WuP4Wi6TvpnW6rp/loK6yDgmMb+/3rXxer/EBjntVyWeecXo8NDg8l6v3ajmw4JRM9R951DFpXhjb9Pc+TMcf d0iqTlTLKF9oL/S6rrRX/vb/9n7pR8cdHN3GmdHVG5cu+P2vsxOBIYgoX+uxKXoGs9JCX2zi2GOOjh3tvWPM2DfrTlm6B4d9sQ2tCVtUl9M45xTKyJOM2+St HYHZw5V1fRQdJmjA0bJxGLSwRV3XPn1653tsmNOAiUfX1R7lo9ehOygfLOWa6tIpgBCzH/bXAYJIQER3h/squSfCfhqRQB6jnfHee2UNIaIAQqtDIZTXE1Ql 3nVD4SIKIeASHmFhTl35unsDBvTLXZssqfijLBgijMcK1u3ZJUemWh/tyjAgfeoxL72a+8rGKuBWR1Ju3XV7ZLBVERVH/dXNzSnqfVUiCzDfmDA5Jgv2yPwL KoF6FZ6xY19LTz/9dHbGbbbZJmkJJTzgEe6dohv2u7MvSB9/8NYqNOAqIwk2hZ8yneuarCs/YDg3wSLh31gMj+Rfy4HnHp3vHM708CNPp2lTxsUs4hm5noCh TMX71FNPxS6KMVkvI0fuGLoYkGHBV2nf8+uj0lXRjV4jHvLbbrvtMhx/BBGJjV151dUxGTQxdNs27b7brtmR4UCXtG7sJtlyi01yqybAqcMO2Au9sh8J7RyR 3RkueBhVC6KMnhX63VeuSV4GKPalrqn+CjMQx9ixU8b/2Wd24JRH+/W8WrUqXcjW4Yz272HD+A298FZ/0Kiw39y4FARlU6PFqRaNV284RJSKPFw3j2IogEIR S0wYsK2Cd8qDRLIYatrSFCtGK3OUqg4lVGURZvVsCnK/RIamgXNuKHlIpgNcuKvw0fT+B/FkacfygJYogz6bHBm4+xxhwpvv5G5A+NF/JTNyHfOetdKV+a+b Ky9W6nkVzpxdM+PC6YLYQrPFJgNi4XZSjnRkVtO9996Xd3vH5v/IIptlafz48Xkxl7LxIzGCDYYMSO9Om7QqL9+IP8qRlfdBnHvueemZZ1+MJ2x75XFU3z59 Vt2v5cn7wgv/kO684/60TucOUeesvPujOlMt16NH93Cit9KwTbaJKftJuTUlv5qMxw477NA0aMim6eOZn6Q/XXJ5evSRu1atxVT9dQ3BLoz1ss2GDcyOoj6+ qqPpfp/00xPTJptunZcILjj/3PSPK65Mhx16SA4iyr/zzjvp3tjNbuHb+IfBCxTg2CzKHtgQx9JT0dUG32K24Mv+2A37wT+90416DJ3dgcdG0A0+J1CHk4CN d0MJ+I1Xl0Q+2y6blOfnyTg40eRg6/DC37huFjU7RdCcRQHEumaQtbAKiFEHITZ71oiHEMD9MiRM2FHOGdVxIBQs46GMPBgSWZXBkCQSORfVLSZab2gdmzKr 0nKhlX+qgZWdGGWhTzkLeroFWiNN8NyZFgRXd80qDC89MYaTCO+rUsWLjprwWRMZfTZvaizWrp0eefTpdMGFF0XrNCFmtl7PM4mjRu0eRdcJYayZNtq4LCJP mTK1Vl/1ywBssfmvFHjAr/huvvnmPMvVuXOndM3Vd6Ybb7w5F680Kivdd9/96fTTf5P69F0vzu9Ml1z65zCs1U67sli8kwLP7WOQ3jn97OSz099jecFs4ph4 ZOPHJ5yYnWj9AUNj2nt63sQ7MZYJbKmSKi7nxtQ9unWIMa4F+0KD/EqXVurSoKFv396hy1Zpg422TEcecXh0LY9Nt97673TTzbekn//8lzFe9S6FsobJDozf 4WHwbNKajXytB3tyj56rjZEhm1A+XDk7D/uUz/Y4AftTT52pU6dmp6vDFffqzKEH+sC2gfbdOJxLyjrgAYO9G6fFmlsZt/DcShQjN3EAMU+uAtFXdY4QjKjD aRBQnUFddTiI2Q+/ooCkPHzVIQmnNssijXpwKKffyvj9atUQrm7DxPgZsIF8EVaz3LKpXxRgIDg3NY+mumGkrTDwtzqtNoDVeavP4K/JlH1N1ciXxA7zvn16 pvMu/Fs69Rc/j9vrpF/+8rgwlNtC8PGUbhitPXhW7G2KldRFp+RX4Knn5ST+hs8qB78lhP4xVSzQ7DBiWPo4pr3JHW/qV1o8TNh/4LD8qMSIHb8Wi8ExVo1F Vj2LUm4lzsxTaf1H7bFdOuaY72W022y3Y9orumuMnE7qgYfevXrlMtUmXORxSQTeWXNivBXbgMy0ki0jg0937vvfPy4dGi2QQP3BBx/mcq+88uqqiZl9v3Vg 7mazJbbFNuClyw8//CgHdg5SW3tLNXTOqMmA7VYbYV9wkxOZgGkii5xcgymRhzqu/brvV0+GHeolgAEnG2ar+OGc4MPrOuPjTSojXkuBAcgIAiDEA6LrVZG4 VpYwOUAVWGVUPiRaBoZg9g6j1Zit3RBSUWosd8ZsifEOHJgCB1wG2CwMz+Pa8qvBZClkQbSMfq6nd0WSMkFBYGgnJPTPi4euttt6w+zQtV79tZovikpw/r9S VWAus9qPVgUZ6z1jX5+Qvj5qRBjNDdFNG5IF/r9gFt5XO5Jy9v5J7kmhhv9KWuk3J01PvXr1yDLxuETDVB1Jnn19dp9oIbSmDe+tBL+yanmf3d13PZJO+MlP 0xGHH5bWX79fNo6GsBueV9oz7JU0egFMp04d0t8vuzw/Acye6AFeduOXATryeCh2fVgi+MlPTkjPPvtcOve8P4RjCIjlvRycNkf6MNgaKI1xOQX7oWcTCeyC rTBmNinpXTF69sTZ2Cv9cTo0uSZrAVp9tsi2HMqzZ+XYsXto51BwlABSghY5KMd2GlfvBUCmpADmEYNIRCjHyZwrC7Dr+gtYdQ7E1cOGQAS6V5GCjRlCYcxV yGC5V2gyQ+SJ0DZp3LiJmZZMXPwpzJRmduONNkjPvTA2O5168BAYRYrCn8Rs2qbDNo4I0yFXh6sma1+T3iyD+2q89V79reV1EWuqefXa72uvvZF23mm7dPEf L4pB8xarnAg/X5W+CoaxnfS/aGFkXWNXg0khL1VsSFNDHFb3Z3zoYb2y88AOkv9ORQYcqmuPgfGA3/x0/vmj8ybYDTfcIMsfDf+Ljq+i/dP50aOIx3b/9tfr 48nei3JgZCd0VX/JQoBlKxV2x44d8tLE3/92cejLU9Bla473ArIXemTYnEpLQX3y6Jhd0Xk9p3uHWWL5yknsCh3smd0pD5BALYhzOLDwVXpBpSVk31pPLT+a 0aHM/PkLsn3Xa3VjYqX0JSuw6lCVeQRgGgGmtUX59dZbL78Jx85fwBwY0ApgHuEEJg8BYIHh2m/ZxlEilToIzi1jKJ4AJNFUXbu7X3zhiRiMvpvzqwKqge66 69fSJ3PeybDhBs+qt6c/1Z0777NYYNw9aCizVfitMN6L2cZ773kqtV+n76q8jKTBHzAl9dX9cmKszZr3zpteTznlpNzyoTvTF7ySnxeuvBQvPrFP8O6778kv OQGn0lFhMpSG+V++r52yN09LNHPmrKz0Wve/fwud5GrSp8p0dZnS4uHpg/cmpt7r9UhHH31UNqZKO14ddlWMGfNSTHA8m+6//4HczQIHbQ3F8fEH72Zed95l q3Taab/IY+gbbrgxTZr0Zh7XgEsWjI69VBjk5Bg0aFA6+aQfpSefeDiMssywKaunorfBdqzdMGy2WAO6Fk6LBb58b5VVVhLM4ZT8KkMmbFM9j5iwVS2cfPVt MoazOrBuarvY7qS169OnT66HLjjsRaz8NGUoGIEEUEwC6FwyRgEU4ZpSZfVPlbNOQElgaLk4jHxlJQS7T+gQKmOHRMuW+uqrHytGuHJg124fOMrn1LhLeuaZ Z+Nx661WGXMV0JbRRTj3vPNjsHxS2uVro/LiL3p7xINlt95yQwxiT831wPmyIzz3/AupVbvWqWvnMvYryP77LyVJZILmLyd0LF08NW2//fdzlwWvaM9OEJb2 +ONPpJ+ceOrK54YWp6mT30h33nlXXrfIZRoArHJT/8tJWe8ucI8sjWG/XN/YLcw/Nq7GWHLp+5lmxuR9fV8uC36Vx6hRu+boTP50WPNNAhx02EmxITeeDo6u 62OP3hcPSo6JWbvOWVdVBwEp9V1/YI7UHqWwYdcevgMOODSwLImtTgdE8O2Zd2hYr9k4Jl20RGgCA15p6NChqVvPQdHy2ARbuoL4FQx0a3Uli0OVRVR1TD4o oyHgDBKYYMsTnNShv2rHbL32mJTVZaxOZhOv2dzqhPKr3Qv21Ufq/Yqvqe6VGTjMcAjX5v89EiHitG3rmf+YCQsiEe2+iG9GDQMO/VX1EUUJDi2DX4x4k2mn eAFJxYMxhKhj1dqEBII5nhZPQguDUX9k7I6+4sp/pW/H4p8nY92rrRwcPzr+hzli/P7ci2M6d2quv0FsTD3vvAtitf97mcZKX/3lsFdeeW3aYbth6a47b8v4 c8Uv/amzeRQRcfhLd+My8EsMo2FCl3TbbbenV15+On17/wPjYbwpCXWDBg3M95RpaOD4tVewpgrDtXO0oF90bBePazhnxKsS8uLSTGu89yg/K/TmvCmpd691 c/1arsKtvwzpy4nBXHnlP1O/Xp1ik2u/NG3a9LTTyN0DVq9clK5XJ8EjJpHCZv58yUW5dXHvoNi1cebvzkl/uviiNGSDzdKtt92bPl0Qzz6t1TQ9/+wjeVq7 8FAggRHE5zfc0jHdszt0MmbycXAIMmCL7tWD46CLbtHPRmpij+7Lh1P3TvAGg90J2vApBz59wyGPjcJb67rPXuEFC57GraIiQNWDFTI4LU7ROHe5bDBk+Jjj BJ5r4Z36k1oTgAwgOQrHAhzSOmXoeSOEaXbBNXMDlrx6oAEs1+7V6Xjl7QSfv2BhvATk+iwX+ODACLrRfGzMOD3z1IPRhXoqvfjiE+meu25OHogjGGXBUVYd yYzUC89PiPxyXfPzzQZ/0CKBUVND49cCSOhvmGqZI444NO37rf1DubPj2aaBuWXt27d0Jb+M03vi4mmk/3KuCpOPaHE6RDcDLhM4UTDn1jIVHvlsPHRg7jFk Bw8SKz21bPkttDd8WQsYyjKyn5/y09Snd/fcNR06dEg4xAU50Llfy4HjfNKEV9Luu+6cnch98rKw+rszT49Nsn+M9ZgWcd0hnvhNaccR22Sd1bqFFq/u+iS9 /96kwF/sBwxLLb169cq/+GLQfvWK2BhZsE159RztumOV52prxkgcAFyOww7rPICyuntsiXNJ4MHHpjmV+9WBBH/8lb2KUUZTzCkMuhCgcm0xOAoAVoCtIBMY QMo71xWRjxGeizhIa1LGPUgxqi5HAR+BiK+Og1kMutbimTp3Xz44nh065ZSfxcr9BnmBU5574FaB2cXuaJjc40RgC9cc58knn4qW6hdp91HbxfM4xVGU+aqE ZqltPNtTE9wVp/Ge5ClavFIEXBXeRhttlK7951URWcubTHVT/lfy1qUYHWYH+D9lgg9p2rszQlfelxBTsf+nUMkgw7GvTojWW5cl1vFivPlVqe7asJt7j1jv qnz5lXbYYXjadNNNsk58zYJeGqZazm/neG+fXegNdUIO7OeEE36U9t9/v+wo5OLhSq1DlWGF+Xx0tXccuUeWI1kyVDDANE6yxiTfNTtjc2gynjax5LHz7Bgh ay/7XLoiglsc5MHp4KNPrREYtTUSbNkRmMpJrtl31b/fyg9+2S97bxZraDYrN+Y4WhKZiMwzGisBdevWPTsXHVZCOIGEKMoE3B4mTTDiIEAgxNVhOF6tr+vG YdXHYHUw9zGCKQJBB6MEEw7RaqeRu8bEwSGxs/mRrPTqRGA5lG14qCffLwVyIltehg/fNxkUG1iWcUn7XAZfyjb89V5wqfa/nVd8zhs1snWqbzwO8WhsA3pG Vk7oqLjx6+sMnEj+e/EELWW4vzrF66FC/p4ZslAsVfrzhT9RvG4ero9I577cygKVdg8QDonA431+dOBhwYaplrNlptna68VbYm+L3RZvZJrca3jQhzUVBstG TJygXZlKP5rW67FOuuXf90SLW2RQAwk7UE6AGzRoYGwx6p+dqOIAS9lXx45Nl19xbXxep204Q3kuiN0YThg6mBggOy0Reerq1YP92YWgPFweaFwSr0WT593t 4OcAH/c4MOeGl+3jjw3o9SiHLmVy+RAae1ZOb0mq+WjS42LDjsYMGACAJb8Aa6E4Vm3mEO8asYycgtSTGKRyjG1evK2lejg4zqvAXSPMGz0JRB0EijZgYgI9 8MAnUWKFIyLtPmqbNGrvI9Jf//r3DKMqAi0cq+Ehrx4UYlvK9ttvn0bsODSEUx4rnhUvR+nUpV0o8rWMT31JPfw88cRTsYVmq/TAw0/llXX34KzlJk6cGHxM jlm7HhF1j07PP/98rut+pU2dmm6++dZ4dqh0Ud13SB999GF6KHZGbDxsq5jpKlPyFYb7Iu2rY19PG26wfsbdqWP7NG78hMgvK+5kjGZKtaetS3zx4v33Z+T3 /D37/NgsK3Ckagx2YKy91hqpezxpe/pvz8ovVIGzysxvTYzYg5UmT6RaxrmV/xeefyJtMnRwPMZ/dAS6h7MulYGr8ljtoNavMrSOdPyPTso7Gzhq1TkDrkYt n62wJ70A43YOIbEXAY+jsyF45ZGFPEmer4uA6YU47hmTsbeSik7BZKOVdrbZ0B61gnpYnJhMjMfYcpMBAwaP9hpajoFhrQBkKiMCUJ4HsHsQE4j8ipR3ugc4 4binP1mZ4Agiky0ejNOgGTz5HKY6KcIkMMCrzSl6lJUvWm22yZB0+VU3p6efejKYMegr06V1vIM+9DO+yZMnR2txX/r9uRfGw3BnR3dlZHQJtJ4l8kTRmOHr HN2vu2LXwLrJ++TQpu4VV1wVW1suzrNNZsnmzJmVF1pzlA9FaIFOOOHUlY8M2MXeMva/XRr9+ZY5wlEUHsBitH/581/TBedfFlP50+IdDr3iratlkP9hyMWb ghaGbDp1ap9uuuXuNGhAn/ywHXmQ7+WXX5H+ef3t8XTsOqGD8gj325Onh0yWx9hrcJY5ed8cM233P/BozLJ5+1Os+4UcvVPi3cC54YYbZD1bq7GJ9gc/PDlt MLhPlvXEcN7b/n1n0B1rMRGR2QLaGe+rr45NF170h3TzLXflbTv9+/fNYyX6evvtyekPf7wkXsxSPuMD7+9+95fQ8+yVeinrgeA5GDojtsj++uuvp6tiP98J J41OA9bvFW8sja+BRHBlP1pA+uZIJcB6cWl5Fx/+awuF5+pQZMXQa4smP1BmeOyJDbENdMMBdrVXDl9bHfaoDLw1waOMg51Vh2Ur4DTyWRcCg0CharSUJ0Hk vkggcQQEcRT3lAdU3eo86iqj9SK06r1w1AEbxtRh8H6VI2jX6tb7GKr0MUj9ZjBEinfemZ5eG1seud5++M7RKvSOuX2tUJO8jvRhbO2fEI9bz4w9Wzvvsm1W BAcSDKpiCcI14Tz26Csxhb5lDLDXi2nel2M88nHacvMN86Mg0RGLB9/eDNwt0sgdt43JjwXplpsfCcccFq1piYyUY/Fz8uQZIafF8Uh7v+irR8sxbnx6+aV4 J97m28XsZYf8vu4nHn8wfXPfb8fO9Z7RskzKhqOLgkcGMH7C22mLzTaKl1C2Tc8+Nya9NGZsGrnzdiHv8vgAXOT76CMPp+E77Bhjx0FZHi+MeT1ahoEhszJ+ pB+yfWf6B/lFmd/+1p4xCzUzHsr7VzxisnfWKX0xOOOg++/TNZsdLf9eEeDWjE3BH8X3pj6NcVajCDh2FixJTz35cDriyO/l2d3/3PlQ6hsTEt5w68sVbMGW oGnvvJffJ9i8Vbe09x4jo5WJ97/FUooZRb2Wt9+eFu8RfDD16bdhtLIDsz51eWsLVO2L7iVwBXT32YbEnhbEjDB54TEui15TeSMQ+/xsYXn3vLIND/fIDzw2 QE5etmmTqnJwkDEHQgP8AqiJmfLUdPENtpMddqutt1+hhWCwjCt7V/zWaWlG7Z5fCCQINGkIAFxTCwYnANhMCwJqBFKPYBCjbiY6ytZ8zinBDZaBOdgcrEYo 9yodlTFwRCn19fc9W8PQzGwZv3lEwuZb99W1Z8vLMgwQ0SnBI4qByQDUmzPHZy1bRAvTOu7ZA1i21TM2OyTsSO/QocxQLoztSfgEhzIpCK/WyzzoVt7b93nA 8uRxbAD+bElqF3U5pJk8Y5wWsSPAm0+9ow6/ZO0wW2q2cr11GWqr/OgKmcAhaeHt/MD7jBkfhtxjCj5mvGhJ94g+6EFramHRxMPcufHSyAgaPXt0CxmU7g+c ZNm9e/eAFdu5Yjy6NOTIqclA3XmxlcpYS5dfd9JDlJysezevBGiV68PFqNCu60zf6PXev48/nJ1mR+vWLt5V3nItL5DsHpzHv6DF4O/TkDu6G9pgXGaavc2o 2gOa7NDu3LlLyG+mItnolcEHB8gPlMYEBH1ZvKbbaismx9igPAGkOiw4bBme6kBg0Sm+5Bt+wK+OXzap9XLeaOiwLfI3ZDGsgISgamgQmiAAVN9QsrXGuEhL Y4euRHgMFhzlEE7h1bkogDGDhzjnBE0oBoe6l5zAvdrVg7PWwRyaKkN+TV9K6Kj3LVqus/I7Re6LOvgCS9ONNzgkdShepCNENOrvahks/qGVExE+OpShaHxm eGFcIr9WEkw0gQdv5cNgl1Gt0SwG9muEDOMl+3j+dH75/lHLlmtnRVQ60VcDDBrhhdOBHnKFp8oPzZ4WFeO0hgIaOpVTBp0O12CU7mZ59xuc8tBM5s7pS1mP NdSuujy6RJdf9kDPegUCAfiMTT3Jm4IEEHKtEwHWHZ173g0Mzt8qvkEVb8HJsIrDl50I9KKMQOHpajO4cIJHl3CTQeG3aZYf3IIcGc38uLwvJOOJZ6T8MvYK lx2Bgz+68tLOL0LfZFNtDxzl8Yw/+iRPsiAn+OWBAXeTvv3WH61J5wgKYkg3DnKRup771YzOn2+ae1EG4D6i1K1O4QV+ALuX36kdzgKWPq8yCMMUQgjEFnye PTcmA+aFoKyVuIcJSXnn8BQcBRcclelaNtMTjBK4soSB2SoIBoaW6uzwMFyJcNBBOSI4fqshikTwo4VyJee+5mAcgrdKp19w0ZZDbJT1/rwu8apg+wrNPnIu kx8SWSjI0NBc6VscdKDNATf6HHhFl1QjZNFb+YIIujmGg17Ac1+3ynoeeVenMTuo9xC+kN/EAyZ85COf3JyDhSew8KwX4Bw/6HEP7c7J2Lm8InebQst2HLOJ kOklfBEPbGqh8Y5O+kRnhYcOsDgkeulSUoYxu1+cN7auBW8dwomyQUd5XyIBRxK0qm3jhQz9gknf4Nqho7w8NIOjZ0RWUTzbA37oFt/4Y2sCqrJgNBkyZKPR biBORo3ezgGHjMJEL01hJVB5RHJCCJSnxAoYUXmHbTAOuboMHFPguTbdiwlEwUN5yoKBYU5QFVuZJsgqcH1aeNWnEC0bXmzzkK8OwTh3VKNAr0OCA0+Uhi78 5ygVecqg2S+4aKplfM0hKzobWDEytFZFWVT8PJThq9/V6Hz5gfH53I03vGZjj1YKbRlWtHxmEZUnP7JSBk0UCTY9uC+pJ48uRGwOJ8lTxsFR8QiWa3yQvetq UAxCa12jq3zRmVzJjxyV8etVxrqtgim46K66qS2cPLiMsapd5S+ehxOpK6GDngVO+tS10/KAYWHaxlM8sykwJNfoVhd8PQFy1lX3Si5dUu8/52D01irGruRo ls5LM8sXV8p70A0fvOu77rbJCLTqQR968Bek5USe5FDxuyYjtDnHf5Nu3XuOdoFAXTKCZxAKMSDCIlDEA+SwJiBff1pXQtdF9wcyCCjULwOtTLsHDyLBsIBm IU0+7/dLWcqL8HnGKWhSp8JDsIOg5CtnYoGxEaxyjI7A8IB+SpWvy8dpwZdPiZwCPGXR6hcNhItOsMjFUY0ZnT68ZXcyGAzLh52XfV6cPkf36L7g8fOch9bo hsS6RphClosuTlASgSSmYJtEfz26tO4brNvRrYsbJOYnjNGUDS4y0I0W4x8tGr7kVecmE/zi0T0y0fXzYkcwGCS9ue8az8pwIvzWpAz4xhpoW/BZeeGiCRm9 Et169VuuFWsvYQMcmr3gmfXpDsOl96IsuuDUEhuX6TaTO2edNdMrq2OhN/jQQuEdXVpPep41e2bWMdjGVAIR5xPE2R/9m8Ej28aNS+tDvqX1ixYs9KRlgYPu ygfZyk5vfFpS4bjgsFnl0dE+1jKDpNy1RLsDH+pwdjInO3l+mwwesuHo6lkESXGSCgpVgWstquBFbIy5lwUaBleRUQplUzAYDJAywfJLwCYyasRVDgOEhg7n CKNY+BwEoL4EnnvwOXffOWWqB75z+RJ+ssAiMlFepQ04tIPrPrwOBohX+aKde4wBTHjAI+hKD8dzyIMTD+Aaa8Enj3EIOBRuYoHToVUgoTB8VDrgcE9iaGHL WdbkQw4OMhZELFy7pgt0w0U2tSwYzr0nHE1kg3+8OJTFn6N0UYu80cJQBAm7FSpfunRkZDcMw9OFUgZcLQCY8JhEoWO4BDnwtUj1wUWyp/fZs3w1r+jfs0Ho gRsv4Hxm3BxByURMluPS0r3Duy54CRreoOqtwPbele4wmZCdXz0m5eCT2J1rMnbIR7dE9mjAI/xVx+Gj2YmVJWt6dQ/fVVdNBg4cMtqF9RgMKIAAzIt8zitA nlgVpk5FiAhltFwE57y2LroLCKDQOi5w30qy+u75ZaDVoDhq25hBwzDGwGSgxWBLS0Cw6mGKcAgBk8rUVAUFrvOsnJWtq0E+5cuvDuk+XHiUCIpBoVc0NrGC HjNOC6NFVVfrhTZ8kFWFV4OH1ghd+CVTkRJM9PtOrTUP9eBChwQWmHZQ60LqworkFM448YtOdegEfPKr8oSHvOmjBiy8qiupJ+lJSPJNT6OJvtwHS11fw/CO QnxpBdDGkRivBU4GjS740USG7EbCpwSeaWN1Jc4DHrkKLuQNFzmoT8Zaa91fOLt27ZZp1Jpo/SufelCCEbvSqhT52zIULU7oi/0IYPCa8ofDwb7wDD9Z6RbD yYbARpt89Tg4+sCGx33BQ88NrWBk++rRc73RIpwmk0AoYO0QHOVIgKngGvCaR3CIMWXMGCCATBdKOcgJVF3wwUYggh2E4FodDCCm4mKcmvbKGJwMxhqE8nBh wH39ffAluBgDuGhzTrlRNMrNy/eVcR8MggZDWfxVntHiHJ3KK6ubgi/34AajCjsLPMr6rcYNprrkAA651qlYdY0BoniGozuIL2XIFfwi79IVg4eBmxxgiq6V lZQlW7zUbrlr+OGp/Fae0eMc3+TsnRVwyxOEGD960aElAN/snICly1Z5zl36oENggAN+sOlJHQZLN2gxlilGzchLKwWPc9t4tDCu4SRfQQRNYHAKegSTA6Lb UIBe1Zk5c1Z2DF8eN6mBjyiaFsdH0+ijLs7WCRI00hG6HFX/gg4eq65cV1jo09oJjmjxsCr8dCJASU3ad+g0mjMgHCCICAZDKlXEujmQYEg5QsColqxGMEL2 cWBlwEMkhYOjDMbBVpehYFRZ91zDpQ4G3KMUA1YCMltGGZQND1qUVwPigIcAAEAASURBVA8M5eGpExbyCKPcL04hj5I4BiGC4bziRjM4DsqKnxzJRF00GRui 3bl6eIOj8skQ5OMx447WSGQETz7c8HrosHngMgbBo7LKkANnyLIL2oKxLGvwlcG7X3ygvfKOb9dgUy6Dd0+9HIACNl3Br35WfPCAXvISoUVsdEv0K5Gzbike wNOCqWNWk97JB81wOOAjH3qGDz0CJprQXA+81kCgJQETTnLFC1jZYYMGRuwcvFlBp0kF/FkTIytrbyYbjIFMENAbWuN/1I2JiZALvsgHfegFj4PByabkuY8/ sq+yxYvgLXgF+Vl+YHEeOExWuJdp32ijYaPzYDiAKYQZrz8qxlTGHioRAsCMl5O5X4RaFlYrsxh2DhaBSIgjUDM2lUhCAJeDilhVsFWJ4DhEPgqpNDBIjBMA uK7BFiHkMRR01TrV8Ny3VqVvz3gITfcOnQSMP7+itPqacfhtl6nO41eUhV95+7vyYDZoMMCFXxm0OldGywqmrqEPjenzk4FZpEAXNKyVaYeTbHUbReG5MQMF ppelKM849ftrt4hc4aBJ3T84GWFJxfDpiIzwAT4Zkxc8aJPQhW8BCzC8SVVPljDKNiyL9B9l56EjMFvFuMQEgq4Rm0ADOasrwQEvw6tyq3aDVvfYirU4Y0pJ XbZBf+TrlW5Izbpp2z4HE/ySA7haB/fYCVhgcrI8vg3dLo6dGOwQvWwbneiHn4OTDzrRxfHYg+6jaf6s91iHAtNYi/zy/YBFTq45Oltp0rlzt9GIdwPwKnTE QQwJhbkPCOB+ax0MI4YwRQXdgEq4rh3F1Zbo41go40xgY8KB+Sp4ZR1wKAMPuPIwI195+NCjDKEY2KKDAiqdlCoaedoRDxSsXw8W+tR1qINnNEpV0fLcJwM4 JTCr0Ctu9dBFkfhQFl/wmYo1CUEmCxbE91UX6T4Y9wlQJXpXeOjw6L7dA3AycF0+v1Xu8sFFB524xo9ruHVf6bDqSH1dbQ9n4oeMaiuuPl61LmgoMiifiZQv uOl2kTuDVqYGLN/TXRYD/8JHacXIp+pRADBUYGgMV100osuvlrHK1s4QPNCjfGXJDz0Wdn1vChz1zLCRRR0nkYV75GCs9Hl8awqO2mLl1iry5SmDrxpY67DD Dh10o6faGRmRI3kJdO7hPUjLeuY86ISHgynfZMDAwaOdAIYBBKsoVSIZrqlGjOheuI8hjBMUpcjznU4CwSDC5VEEoorSy769KiwGLaooBy9GEa88PH6r4TPQ 6iTGcMopz0gpzaJnpSMbcdDvAcUKD6w6loIfPPUpDH/oJgdl/LqPropX90FCp/uS33roqonolCbCUpD9eAxZPnnhZUnANS4hO2sW6qNHFPWaXWsfeX0tIm0N FlXR1dnBQptukTzllMG3fOf4Fa3zOChoQk/lB69krwy9oMVWILRLZAAH2XEWDklOymrR6YxzuU//YKHB/WLIZRbXPbCrXvGZ6Qq5Oyd3s23ga4WVc1F161eA QbeFbOtE6kTBLDvl60ttvOqMYWvZvDTSBAk+BQM6I3v2UZZVSutFt5zSfWXtwC/6W/2eRduh2GKVsbKckd4ERQ4Gd5M+fdcfjTkFJBUAA7jMbhQGRS6IAUUU hjBIABhWD3DnfinVuToVnvIURIjZqKKOyMeB3UMHhanHiU2ZLojtSLPnzAuDKU2te9UhDL4xY+xScYmGBpZwcGL0ogfeHF3DyPDmcA2fbgfjkLSY6EWP7o4A ousbf3I3zhQu4yiCLFFUqzFh4pT06ivPpS/iy+geYQC7DNJ1T8uWGNPV5Pzw4y+nt9/5MPXq2TlaoegCRn3y1B1Rh0FaK7FLpFMMcJ0X5ZUuK0fBb7OmMUER eBrFNhvyzw/wRSuo22Nig0pNkhgoO9e1RRcZwUcGtUXlyN7f/VmMM9rF/j3l6BwtWlswc4sX52bPOJQAhl56Iy8HvdO5eoUnzlGCjvvkRgbFqWI8GWXlcyY4 TXnPmzcnf5LStSDkPj11Xqdzthuv6qJPupkfYx280znnZvie1WI/Agka6A+MEpzLliI0uGfBHA/4F8TQ7fOh6Cl6K/onczTUljzDD0fGa6ald59+oxVi2DIo iIBdMxjnHMq9Qnx5KR/CMMCoASVA0Y9iIOSpYJQoU56BEbl01WqXj4ARhhgH5uADk5AWL16WZnzg0YUB6aPoFr4xYUp+CSM64LB9hKApEg8hufgY8iex1UjX zTikTCqgFR5l0UlYxaDKY8XZKFc5TxkToY3BUQLajIU0495MRCHGDehgZG++PT0dfuj+8T2iE+NxgD7ptjseCAfwBtPumS7Gwzk5wyNPjku/OfW4dNTh34n6 S9M119yS+q2/XsaDLokc4Kxf4StjgqIjfMMbpYpzhZPofljgDrsJvksXq1mzJrG7+pF4bVf3CFYd42uHD8Qm3t5hjJ3y9HXtPnFe7wW8/74xabvth8W6Vpv0 wCMvBf2tY1+gKfYyY8vw4a700S06BRH5jNJ1Xb+hd2WKkZcF2hrQ5Bv7+ESoVpkTaCmyDgOB++Tl9QV0UBwKX6WHYOkBXPZENqyejsFnf3CTEcdQjsOjr8Kp vLvWa1C34sYn3GyCvZQF8rIGB6Zy9K8c2GzfeaOdRu62AgEVgILWPERPUVolFQgJQkgk1+rwZgaWgcU1Y9Ac1zKlfF03KE1sNXwOox4H5KyVhshKTz4zNv3k +MPjZYvH5BYL09fH651+PfqCtOnQAbmLBI46DM6ugIcefCU+tLV5fun+008/n8a8ODEeFdguK0BZ/FA6BfjFA6FrhbRsNuOaISwGYKaoTK7YTqIbhU/RSuuo nunQKVOnx2dJzokvUWyXnx71IpGJEyelgw85KhtlMagmwV+8OCZ2L9x0w9X5cXldEHzffvud6ccn/jKesRqcFY4WrQi+TIbQhy4LA/00d6nCSCJ6Gn+ZyMh9 +DCm7EhB44rIbxX0PfjAY+mPF5+TDj7owBycpk+fHs8UXRyPh7wSj250z/Qw0sVBU48e3dNpp/4svxiS3t566+34ftJp0S3iRD6sRS5lX5pAhCc2oTv9xRda hrL2Qp9sBC2Mnu7JmT0wcHLX3Yvq+VGM7YaPTOPfmJLmzpoaj5TsH4P2udkZ6AoOXXi6MFMn5S58BEQtD1zuCdjsl5wcAhCcDjCMwdCBLrgFM05C945Fi8sY y1Q/3VabUJ8OwGTTcOEDTMHeAZbkvMk6nbuOdqKgyjyX51l8BChHxriHCNc8kEBEeIAZA+QG/PIrkYQBZiFCi7F6cA85x8AcmGY9GITIwmA+/nhO8tzMmWee Hu8x+yAdecQRObofcMB3otFZkh57/NnUr2+vzBSnf2/GByGEBemmG/+eX3iy88iR6bsHH5h69e6Sv5LQvVunTBsjEBjwqLVFP9oNxku0Ed3KtK9Ibdqb4LQs XnLhc50dO3bIgtOlfeixMemc+B7S1/fcIx5m+1286PDr+d3YRx55RLSig9Kvf3VqPNvUL2B/np579on4fOcD+WsRJ5xwQrxl9FupV69e6aAw9AUL5qX/3P5A 6hXvlyuRMF7c2LVL7nvrUul+0AN5iZKc2oDX9Dn5ruldd3FfC23C4sEHXo5XYp2dfvCD4/ITuxdeeGHabbfd8nsZ7r773pDpR2HYYVQRILTe1137j/x2Jjzc fPNN8bamb8eTxNulS/78j9yC6R3UaEw+aEQL2fmlS91jBk22WnH6r60/mYPBZjigOjffdEP+muLxPzg6Xs81LF1w8ZVp/b49Qt7FNtgFGMY7z784Lo0f92I8 ibss3k0+KfVct1tQUZ5PEnTAU1Yij0pf1nMEI8n9Yr/lKQO2zkl06fQuyE89vw7OB5Zz5SoMPMAnH4zqpNFzXt26cIQ6TakA5LW7xoEIhEMNHDgwA2GM8kRX ZQmuGqn6PLYQWyYGasQCQz7G1CnP1JR3kDOcZdGNOvmkn2QnGjBgQLxK9yfxlbnd09ixY/PrtSZNfCVeIH9dfo3WzfGAWs+e3dKD99+eX9Zx66235N9HH30k HRUGfeSh30oz4it46KFEjiFVYaEb34RDSIJK7XqWBb4yQyNfN0JwIAt09u/bLX/E7LHHHs0vfwSbc/zlL3+Jz5tsm86PN44uDV6eiDHRtddel59QPe644yLy r5+N78gjj4z3N7yXvvH1PdOH78fYJZyTUTJQ6xzkxZm1ZsYrzhk0nZj8+Cy6Q/LQgz+y/OKLFfElvOHpqKOOiKdgn4qv5u2YH6/XUqL9oovOjXHVkpDJzPTc M4+n6/55WR5j0psXf2699TbpiAhcvvJ++GH7xxuZxkfUL7NoZEVOElhaeDpmM2iuwZVNoIeOycRyA/qdP//cy/EBgMvzS1XOP//8eOnk/fH+u/3T1ZdfEC/r vCPKtg8dmEW1nNEiPiN6TzrmqAPi8fk3ws5ejXdLPBO09co8CGqMnW44cZ1QQRt+yEqwLC1HeeoATWijf3XYsAMcMtKd7Bw79dmmeupLeOJoYKpLFmA55DUa vsPOKxp6MYFQJmJ4nAoQA6IcYSijxVLGPeUYqcF53M5lKyNmrWwlgVA98AhcF2bSpMn5ZYP9+/eLSP5eTHe2TBPfnBLjje/EeOOEMIajciQVvW+77bb8Yo3z zjsvdz1ef31cGNiszLCWCh39+w/In1M89NBD88sGfTnBm0IZ9V57fyt3HQhdYhBoZATq4s2BJ/wTDoVymFIn+sQxA5QH1/FskY9zHbD/PvmrD5zjkEMOCSPc Ot6iOiX98Ic/jMfb78l4yEWLpJvy+uuv53Ivv/xypvuMM87ITj9w4OD8oNrOu+wWsoO3vKHWoJ68m0QrTemMiwzp4sNoVXS/rTOtWFGmbyn/kYfvj3dC3JCN 0/Wrr76aX8j405/+NPnc5EEHHZTrMxB6owuOP378+Phk5yUZD8PXFXzxxTHpa1/bJb7wNypkV3aP0KNuGjnpYmkZyc8ak5bIOcfu0aNHhq+ngmYtuE+YXhbv Bj/qqCPjW1J75Rb82XiDKxz77/+d+HTp3umeu28PucW2q7bxTrl570bA1ELuFwFnenxz99YIXN/Ige7Agw4NPIKONaDSvaIzTkHmNSCZQbXrHl14pXcyro/7 eFyFbtSpgYJdVAfiTK7xRF7w0Q85kEH1iaYQY1RBvwBSgIIOAlGBQHR3TEMqa3wAiKjBUDDB6KrnglGMaFlqG4QY4LnO8KN78v4HH4eCRuT3Fjz2+NNRb2Ee yI977fn40sJfsoH/4x//iJc8npcNkhH4rAncXhLZo0f3zBg8hNO1S9c0+vTRiVFLBC5ymAb1VfIqSDxK4DBIi4paGvfBko9fCf94k/IqeeCx1R+ItyaNjUfJ f51hTJgwIUdz5XQD0XPjjTdm/GD60PFmm22Wneu3v/1txqOs/j1jMFbxQWIOu3BhTJhEV5deyKzMyplNLVPt4Okmdw/+Q4zZkO19Wx7OZJtMfGkpbbXVlvld FZtvvvmqlzVqZX7961/n3oSgZVzTp0+fbFyXXnppfP7lPiRl2nw5nh7teCl5ZZ3Kfj+9h2qQy5eWLhU7IB8Gh3eGxpDJn82suWb5hvBmWwxPe+65Z25d8ChQ jho1Kj730i+6uvvFezOuzO/B8KKTt9+eHI41Ku0QXx8URH1v97LLLouyfXMP4vvHHZOOPvbENGRQ7wio5cMJZFPssPQc8qMTjaMFal82UZcJovLoCT2jMTrK OajTPztYHJM3aBbAOFYNGuCWgNAs75Esj6SvXiJqWjyOELxjwZaaMjUt0jAiDgSYZpyBOa/jIsTYWoJAA3FCRBxBV0IogvNohmkeQbfcckN8gfz8tPfe38h5 3//+sfGV7IfiBR9X51fW9o3X2oqQP4kuHVySSO8FkYSsKwY+Jz788CPSgw8+mE6MD1lVJ9Jdui8+8NX1pq7RCoyL2rMy/QyQcBiJPWIU7yADvDinDJFHRCI4 60Nmdlq3LtHHGMTTrhKnUU6Xqlu3btnxrrnmmtxd8U0ghkomjPT444/PLdK0adNyXX/IigLxMnnaxzHuWzc7CfzoMKPFGLX0Fhy1PKI+fCYann9+fPps0bK0 9VYDwjHKTF///j1zK3/vvffGZ1QOzfDheeSRR9K///3vLE/GiK4bbrghupzXhgwPzwGzEkZfNdLKM91M723bNs7vi/PtIDDpffbssj+PnvBRHElAKOuNxp+S 1wD4cnmnTh0joNwd7xo/Oudr/YwTPZHbu3fv5POb7KcGPDTvu+++uZsr8Dz66KO5N9StW5f04YxJ4Ui9cosCmLdTsVEyZcfkZ1LGJFIILtteeQzdpgKbVdvH DhKv+ipbheoEhplYs4jszD1l8YU/srENzjII3UjW/TwIkoWiAAWqEDhzJYBEDorDBEAcyhS2roZ7GHbfTI37xhciOSSYMong+f5/XXd16rne4HjjTb908HcP i2/xHBUOdXNEyEFZEF4K8qPjj4sPdV2cI7E+cf/+/fOHrwyWn4n3pT3wwAM5j1LRaabv1ltvzUbws5/9LDPlz5NPPplO/tnJ2TEeffSx+IJD/5WOUbpvnBmt nm/R5ZBcF94bZWflcORhVsszQ5yNsSoXSyg5aZXxyZlE9XPPPTdPIuirk1HDpGullSKTmtTTXSOvLh3LU50CGKdGF2fKkwohYwumxk2S+wvjsy1/uuSM3Ipf dvlV2XAtEYzYceusfF0zNF999dXpsMMOi0mYk/J4jPM3TL/4xS/yPkY0cB6yMeYtvJftQtF5WrkT2xYpzw/FwmvszF68uAzCXbMZtmGmEf+MWauq1deaPvzI K+lXpx2b677yyit5HIYOMhesN91003CiEVmW6P7BD36QW3JOBB77Y48mn9iYb0VJpadQ4HToUNbv6CTrKeRGhrqgElnLr8kaJb7xzJadC6b4wJND0sBYRFcX PGNJdm94I4Co17QaJUeiZEqyQEjJjImxQASoe4CJ6BByIIJSFgLX1QABh2xqvDN66y03TX++9KIccTT7ZV9Xiu7O5nlB9rTTTosW6vd5ULrFFptl4uEyu/Wd 73wnxj37xKdCLsgTHfnmyj+MlSE0TN6x5tP1finghpvvSgMH9A6jspLfLDsfJWuBjXfwIgLiEc0ikIT2OTHI19Li2St3RWHjJt3bw484Kg/Ix417Pd5990Qe +3Bgg1WJgVSlkQ05Mo6axyjOOuusmN7/fjbavn26ZwVyHMnYjazImUxFyACTeRgf36t98L5bcz0R9fLL/py+tute8aaiielf116R69OJMc8f//jH3LoPHjw4 5/uDNgld8hve0zJ4bEG3kjzW67NxuFHpWqpHTsU5ypIIGHRVZUd+7itLtn7JLC3/qEyvBzABEF+6xMccc0yeDDFeNIzAK95NQuy0007xCuqXVgUltNEdRxof gbZzt4E5WOhp0I26DolO2azWCI30yUHZjHMTXpxHebaPTvavgXAukJABXuhM61vhus9Z20Q31z14YrJh5ArA3CQkBEFSjKZswlwNrGwjIgjEcBxEIBCxdbyF WYS88cakNHKn7fPnGkUykYiCHeBryocOHZqVYIzEKPfbb798H8P/+c9/8qA0cxB/0NgwYQIdcFMkhnRVvvvd72YGp0U3auhmI+Pbpv0zPfWZntoqWI8x80Xo BMgIqmBNwzdrFm/2iXUILZGy+s5W/XVNnn76yRiLbBGBoHPuw3vxZE3oRFfDJA+dUqX3lFNOydFNt+/iP12a/nTpP/JLFsm3OHt5GJGhkrEF57HjpqSzzjgl ukZHposvvjh3F40d3nrrrcyj8djtt98e3ea9cyD6zW9+kw2CrCpd8Luu9Lz44ovxsa9nsyHpEt511105+qOjV69h8RqwLUNfZUcC+ahbf7U2Fi0ldoJvumBo nCUH3GiZXhk7IT30wG2Z34r3gAMOSGYuR8ZyxVclk0V2vsAlCbg77LBDTE58LX33kMPT08+8EO9qsPBfnlsKsjIPNTiik17RxKbhJVfylNhulYt857UVxUMN Gnbre4tTvac++1aHHUtNuvdYdzQD8RqqihBABY1BFK4RBDESQpWt4xeGyakIjTApfWkIeMyYZ2Jcc12+FnkHDRqUWx3di169euUB8R133JH7wE888XgWGuei /MOiO2KGqTJKCF8+0CBPmXpvo402yq8E1tpsu+12+WPDb0x8KyJR2XVRadRa6Ue3bFkeuKuCBlMZXVJ7qFa1VCEPfeWZM2elDQPHz352UnZ0vBhj1GCDjoYJ bRK4UuWH04+Irsy2226bW7MNN9wgnXXuX/JaCoMXdeu4R+vFYMF+I9ZTRG9T28YXe+yxR3z79e/ZcQQCs4e6SiZpwNBl2mqrrfKUe6WlOhSaR48enfkQ/W21 wg9H9LvLLrvEWtOcMNiXwgF6ZPrVqYYNTpGnKeEyGCdHePDHhsj48adeTeeefVpuefQ8evfuk+644/Ystz59+mS4YNVU6dRbqjpmg9bpTNawu5tuvDk+ED07 d3kFYbLS4+A4cKOxypxTS37J0L0arNBYg7BfMmTfunc1v120TGiRKj1otBGAf+SGZPjwnVYYOFXh8jqFeKsBrnyKBKAaIYKUcw0p4ZqD553u6br5Up7HBv59 643J7BuYFKXezjvvnIny50c/+lHuv9cukckEfVADv+q46jqqYGrlyqh7BIQOTj0tWiIOyQkeeODBMLZRMXbYJUcuMHXzjDe0ehLDq44kIGgxCcjA1IzTvOg+ 6XLp3t19173pnN+fkU6JMdj++++fDVGA+P9LVb61XKWV0U6cODE+EHBKOvjgQ9Nr4+Ll9z26ZV4Yp3L4o2BG+cD9d+dpYDxdfvnlWea77rprzCBulE499dQ8 rqiTLnCR54YbbhhT2S/myY+K369pb1H/zDPPbJidP1LMwBmT5YOhQ0ekb+y1U+Av0/CMtU4I6B6xA/xxXPSK4PUjXHSGj7vv+ncE1hdjAunEvEjM2KUqFzxK DQNRw3vydffOOOPMeH/7k/mD07vvvlvQtW/YahmnNmwltBroYY/st9ILD3rlV7o5Ar3DgV42jT68VLsAr9qfuuyMTvgJu29sQ6QCWiUVFWKAksoiN8NCgF95 1TvVgdB17a65hmT+pwvy6r5zcMeNG5cZ071DqASm6EJgNemiaL0wQACUVhnkOIxeNJHgAqMKHy6pV7R21p4mTZqUBg8pYwODVc7BOAwei0OVxUT14SF4ONwD m5C0QnAQtuvoEOTntZyDpevhfd933nlnxu2Pvr+ZOq2tLhOZViUwXEeldYMNNsgLzXBsPHTj/HZXNBRFlxevkA9lzZw5K22z7Yh09jkXZplts802efKFE5kg 8FWJw6Ilr8nkBp7Nzt19991Zl+gylrOWpetcJ2ngkwzmBTJdZF08C7Mjdtwi5FL2VlY5oJGdMED6leiVfXiGyz37He9/6KW037f2zkb3m9+MzpMfZKtO1R3+ 6MAhr9oDmTmv1wLGoEED87vFhw/fPg0cvEnoxZPG5U1EVaZg02e1W/nOBXEOVWgr9u4evLXVV1c5B7zFXspTCspq+SpcjkgOZNBY35cArAEROkGIKAA6VFaQ swDulzDdUxcgCA0Qq3AxN/Wd97PwEAmx9QORV1eDoUruqUMQNRGA1k0khcu2FfAZqk2h//rXv2J1/qI8fWomDwyGqTvofdY1DRs2LC/itQkYPWK2MPMWxqil M4tTjZswtEz9+vXLfMIlspmM8Gy+yMrZe8TalS3/bTv1zY9GULLujwCh62TdymBY6/vPf/4zy4jBCAym8QUAcjagdkydOjWTqptRFWsj54KFZXc8OqphwgWW X4PeV157M97b/eOQW4qJgiGZF46NHnxKHJgjCyZ6Alp+snOfjK+44orUKwIO3dKBfEbzpz/9KeuSc7755ps5v2fP7und6e9lZxY4yJydFDmVBwfRK8+9zz8v j3m4nz5/Pxu/lksZO1WkasDK44sM6KReKytV3uu1aXOtOIcYtdvINO6Nt7NM0K8sGsCiU7DYlpaDzYHPbum/3hOg6JkcjLXYQ4WFfsMbcHuEbMHS+tEZ+vEk QIPbVCU3skOsNGpTfTzUmgXADBpxiMAQIA7XGOJY1SAoXEu1eEmUXekgHMm4wjafLycMNUy6ZBZetVwSHGeffXY2hoMPPjjPQFkVJygzPpnuoEnf2YFuDo/e gr5R+mR+2Qtmvp9w8INeAsI/XjgYPpwLCvh66eW30tzZbwUVPeKLFL1iMbBnmjdzRsapvlkdj8DfdNNN2dkeirUw/P/qV7/K4z5KN2YZMmRIMoX/y1/+MrcA psnRJ3EwvKjnUeouHa3Ml3cfMAD8oYmjOJd2HL5pzErOSKee9tvo6t0eL7e/NWY298rOAx7HIXMTNwIEw+NEtgtNi26vxW3jH0EN3wIF3k1akJ1WySGg0Y/d AR2DRu9V54RkU42WcbEJB2PEB5tZvnzOKh7JXD3dd/rBP8MmD3i0nPhjkA6zrrrLYPqyBR3VyRw0mXZmF11jLenjD95OjeMTNp7zIid04cGvJ73pSVDGI7qq zaIH7a7VE7ToEy76b5jUsyZVeyfuqUfG6Oa8sc+xNLNu5jejBnDAHJhFCGFCRrHKV4KVyR4dZXgmQTIQTPRerwuQOanjTThSNYZ8EX8I68vOJJoahDMKK9+E qxtD6YfHwF6U171jnJxu/fXXz4ZiYZYQMfnkk09lIyoBIQa+sbsXfZyIYBy2GFm8VYZQ8YV+PE97Z0Z8veIX0U2bGNts7o4tN/vEZ1XeCIoXZ3zK2Qa0RXzB nMGilwLMKnFoA2NOdvLJJ2dHYtCuDbbxZY1Muueee1cFmClTpobB2n7DyT3qEe+5iOl3yxFkZOxpO4t7nmPyDu3dR+0dC6135GdvLBFYryIb3SAzd7p7ZITO p+LbULYxCVKWB8hSyySRm8Bkit65nRA77zwyO8DkydNCJuWhRIbPeOi+7pEkS3U4Ix2RZwlwxfF9+pTc8aDbe84552SafJwazZwGfVp1ux3Ib8yYMbkraoZu REzKWFeU4GZfDm84ionurC+zajkvbI1NsQHOgl6/1eAtFJMPu1VOoku2jT48KK91rj0CeYKJbUWcja3jT4AwHMBbU0YKAEG4yaAAIhwGpW/s7Z/tw6OthRAU xLxQOeVFVIQ7RCsP3OkfE6iESHhqUgdOv5ghgJr05XWFECzpy9vqAq6x07SIqNaO7GYW7SmUo5pKrcli5MMPP5T7+r6qHWjyk5CzZ7yfnQWdcBIOHsFwHSTF +RoxGzQ3XX/dP2KP2kZZoW3atI5NtCfGdpXt05ZbbhFOsH5uGTlNr+geSWhAmxaV84PLcUR9AtfFki+Zbat844uSJTL5POTtVwSt0/XKRlbA9DhA0Q+e8hOy bdZO1//r3/HpzyNzK3PN1ddkPZlSJ3/dadtrJDolT84F77HHHpvpdM2A0TV58uR4Ruqa3F22WdaakhnQTz8tH0Kga10auluxonRryE8QscWmTRgb+YrW68Qu BsnDd+yLcZIvOeHxyiuvzAHHrhCBxeSJoGTGUcA5/fTTcxmblbWy0vjx4/PeQfqa9s67qWuP7vmNvmvExBiYjJ4uNAJsFS1SmaUtG2urPXIUwVN59mycqbxr sjJzK2j9f63dCRzfc/048M8uzTGMOWabNnPfx4hcQ46fqBwpV78lqfyIXyLSsX45chP1JzkKueZIxJgZRY5KjhLDxgxDOSbn2P/1fH322r6tMdu8H4/P9/h8 3sfr/brfr/fxUS+/CT3xPt50jwDJbyd2ChJtY3kF5LoQERGMdTAEgkHMW2/FvEs0DhAAyEtAAABwgghRuc03mMeOSoRnCYpZEKASYKT69pu2NBFbyWShKJQx EkRbImK222XQrCN1WIu6Idhg2ZgMU+hL/76LJaLAjKm1J28hG4EhzkuoLay85JLLUoiGxcCd9bDw0xjj8MMPjzofz7GIezWR2fZ7vgxwiJyB3/ow44m11lor Vz3Ii2FaoWjb18fttts2tbKtC8sNGtj8+d6/Jny27YOPe90jLNIb0U9jj549rXSOxbOhUS3hendqLM/q3SeE44F4E+GmeQ62CWICDTcDQ9CturBgloWSjB8l 81AjRoxIC2uFCGaCSxO5lJQoGUux5pqr5T4mdMdIBIeC1ZdSqvAHr/7jGWv5HIwiLRtnPMDx+BCg5ZYbnFqcEmYV4IfVtoSJkJ955pnp/lbkFg3gF3OjGR4w ka3sqFFjmpVXXC7ut0EvtNc2OPAlehNgQu4ZGC2i1k98rL6k+7RybZ42WotPKNopU2acJ4iPlYFXSSyB0dDnaMvaJLsb6+jXVvIApEEVAkZmwkBKNaBj8kAq oAAhj7Ay4JwoOvqW30eZ9q0V/FSTr9qrJD+BrXsApFEIqASBJhi5K1Y3CDdzDcx5IDYX0OBY0kEwlKYXADD432CDjwW8xiOt0GoDg+qL/GmWAybl3w7CLzto jah/aK5WIETcN2U2i8WTNLYJREn/4UcqwRwaLoi+0KgYWHmCxe0Df+WV3yUhTll2ms480ZJ9tk7c2joeYIV/LnLZLiju2dPKkNilG0oOM8P15NgVbD2g5N1D rIaARqX99tsvxz8idDX2wLTGTBSSJLjQmbgvaAPORReNQFPgzBhBgKneKYyZ0Ugf4AOeWCv4deAkBg8bH+H8AemacTe5QvLpg7JwZDEtq2MMxSJRzOCzil5C J/QBi/Gd59x5i2rhGw7woHoJUCdd9aG17u38En6tMvCOh/GClf14QRvVFzBql2UDq8tEvfzaoli0q57uMqvYhTEAoTJMjiB+KwQ5ChG6119/OTvozC+n3gBA I5JGXosJsqWXXip2QY7OxaZmrnfZZdf0y2mHFqDuGVUSgCizDQZtArwzIbhojygdYTSuETZmqXS6hEcZ8EruCVWGiDXjJtiuvmIimaAWsvVJ/8FcLkG/vn0S QcZhe+/9hawLXAQKQWhzxGRdaMcSYBn9tljV6mkDYv2k2SG8nhd88kqYgoC6/8wzzzY95g8XJroALvcwoykKXkP0Ku7pWyiN6Detry8rrfLRZsKTE7K+wcsN zi0QLCC6wQ9m4RZzTYwZ3DM9QFgkcGoL7dFdfgKB6eFx0qTns51FF+kVfVkgztCIYEws+yFU2rewV1v4B07hPNemxa81YtOeyJd2Mb9UOGCJDjrooHR5uaDG wWPGjMkJZwoSDoq2YAS3oINlQ0NDadkWf+99f21WSqs0I2yOTmgGx+ChmEvpo7NzHfCxe/rreWtlW1e/8EBR6Jc8YMYnknIusBFiqbsjj+oFUswvX7IsEKTp AGJ2VsYFUqmOLhoWSkgQ87NW3BlaQIhxmf4rNmeedXa8Vv7UiMxcku4GRBEcgEOccQZhss1AMh7imrAohXAAY1zEnzkVout+leFL77zzTgFLDBRfeyn7oH+I igEtYISksqDKQ/CLL7VWhnUw1pIwi//mi4x51EODUyzcR4GEggO+IJklreQZuAo29+u3iBpFQ6td9evrmlVX6h+4NtZsw++WKAmUaIsFQmRr1wy0tSUtsvCC zWVXXBeW8EfBYJvnnBHtj5mkElpum6tSwYVBK4FdMvck+GDFi82Tm262ZYhHq6BMCVhviEn14x8hdHhGO3CKtq8ED4D1bw8/Fbwg0jsDXmW0jVdMFwgSDRzY rnSBZ213jiMToGkfxcD+ep2LoIukHCGhtIxZ8KcLjvCj9sBGecCvE7EIgbE8Vxkvgx//K6Nv6C75DUf6IxWO0IxcSDEh257w8uKL/5zuygGGuZ6B6FbzaUgj jtuVEOq119q3Pug4KVdG5YBbd53VmjNOP6u5++57AlEfTW3NohhYQhx3yViD8AhxA4z7ZpafWwZw9dW332Bw1e/qHHjck2heIVX7XNpoT7scHoFffTUGlXF4 +5133xeb854JmDFO+0aHAQOWbZ4Y99dEptUAwtraKm1lvGCiEjEQiQIAqwQOeSG84OuEsQRHXvflJ4RWtFvm88gjY5tHH3kgX4VJyNNtCPdN8rtPn8WD2CYA 23kuG/rAoK5evRZq/vHcuLT4W225Vbq7NafmubaLef2vCwwzw6U9qyAefvjh1P7myaR+/fon7VkqlgdM4NFfFgCOXOrjoXguVP3OGxNz/87AgYNyr5G6tOsC B2tgOuPLX/5yjkNZ8FkJUcH56KOPhgs4YJoS/Fd4B2tHO30TNnUJiJmPq347KAVfYX7wgE3bhEQ/8CkBLGHTH0Il4W95i6bwrS6X3wTTc33t+npUplKamaYl pRolDLSgZ9UoVwmT6JRKhBJ9a0hlnnmFiP/cAnVtGOHWm0ffEmB1ySUqfF9J/TprsKldv9UhaidZPCkVAgHs8t9VvzNTfGjbPcmErVXPhRD3Lrvy5niP6rMh BL1i/86Q2IW7W7PVFpuGNn0l3IOxAUO8zS/6I91++x9S2L2zp+BVv2T9n60J6mY5uUz1rGAt+GaGUfmCU3+FmhETwRwh1X3BZXOALqiDYeGfBcWgxqVtWLyd gPYqSsn4r93Q10b1bDyUaFapYPIbPJ2Xe5UKLvSkMMzlyNu62XYAtKeYsjzcb98UJ4VbPFN1gx1zermy5DAVrvi4cY/nJK97+i+/dv323fnbs0oFm3zGxrbD m4S/509/S0EsPvUN3gp5+29zXylCAsBdgxMGAe59F5/4Xe36je/V4R6eVh6PeoZ/XWRFfV3WG7LhVA0BEhIJgAcIQcJdInbuISbfmCuoc8zppEnPpYb2W3xe 4xpr87cDsmcnvdD87tYbQ8v9fdpY6YnEkTalAp4rZaJQKNsAVFLPB0ngkVdnhw0bli6jMZSEqDQIhLkgRdK+BY9cif32OzTmXjaOgb0Jum6x5fnqsKR3Z4hY eFjd8vt2CRETKBOGkvZdlapP9b/zWz5EoEBOPfXUZlBE2ISf99//wFhr97cMi6TrlvC126TVp12Eg2N0QVDW1DkNq6++SmxV+XFG2lg58zMFj3KzSp7P6tn4 aWF848TFFlu82WrrHfJglmIeZ9GZAEVnPAO3hAmeUylM+z1gQCyAvfqK5rqYK9s+1sUNHz48x7ngm5ME7/rPyzDpbeL4rrvuDvf/Y7HNZu/E4z9j7I2P9Qle 4KfGOGVZ4A3t9ZkiIHS+8YyLNZMEQPTHpW/6rX11VxvyKVP3uq244srDiyAa14gGVKKwTpBcALTLZtqDBUlq+ZbKq1CjgAV43ePPP/b4xGbgskvn3I+om1Cs QaO21C/5JozKG9AbmBYCM8NsPtSlTR1l5cwzcfEQFyKYbstyTAJaOkN4zPaL/HAnl44Q+WmnnZwrMG64/jfBmGuE67ZdhtgpEjDpo6QtzO9ev2lLR9zrvOT1 f+ZU9+GT7w1WuBDdczbDccceHcuRls032AkoYNaiCyWgTsKkry7PR998d2zT/lkwfe+0pAbxFZ1Dw86k/YJBXfVbHnSWnzLlbgub77nnHoG7l5tfXHh1s8pK gzKI8ny8/wgDwmtrmWYcCYwZ1TF/WNgH/jo2FOdOcVrQwbm6wLyVXc5ctw+awKc+NGAlWUOTtIMHLxc0WC5PmnrymVeb/su0x2Mbz+MBZcr6+I2X4K9w5ltd eBUvw4VyosxB4enKlhzAcVke9XAP8SlrjIbq6hKrovNlzDpGgBBYZg81DBiA1OALY5aQ8deNF+TVYYjVYBEaYTABX/p3f3ig+fNdN8bAfHCEZgdExO2rub9E u9rrRJjyynUSWb7ZJfWAlWWj9TCTsYIoH2tqYlVYWCCAX83yiMDdeuuteZaBgfjQoVtnn++66/asB3PqO+uEuRJpgXTtSNWm+yJ7hHfLCM9bPT0z/JX38ccf T1xrWzI+MPfk1KLlYpv9xpsMjbvhhkXI21kMCIm4LJjxEPzzGPr379fcd//DMRm7d0wYH5KaWqgbs9oQWe1F4YTFf/SVSuFVP+DMNIN1guqneOBq/PhxMQn6 UAj7Js1ndvpsKk8TtOrCULSyqRP5JczoEE2n4zok89JLL0x+wEtHxSpze4qkmXGTN9/nA34xfAmjsS/6Pv74uPAOLshDaBTf4GObhoC0S57eeCM23wXNWxhn DAvk0z4hKqulfjyHh93Hg5KgWR3UX4qxcAaXfut7dwUhpZL/HqpIY779JxR+139IJFTuA0Lj8vsvQSiCsFr8+FVW6Nd89WtfD815Ti4m5crQ6CYCMV0lCFdO KsDr2ey+q4MEpeZ7RAbfL4kYjYlIovkmjMJVcXD7lltt0wz/wQ9j9+mZGcIHYxFPfYIhNVbw35isfHPLW0wswodUmr/gM84aHm5OJaF97sTaa6/TLLzYwLTM 5pCUc/QwQWbtu8bRxHBDKQiHOx1nwjMvNsPibAbKghAJ5tDeUuEPfRDdhamM+wibvhpzuG9LheCP+sFN21oRMWHCU6F42jkp8HuGpvjAm/nkX3BBVxvBozQf ePDvee7gBRecm0qg5tDwiKSOgi1vzOZDfjDiOdFSwQn8wzJZyDx8+PdSMaPlhRddksd6rbTKWuEFDcgIHv4zZaAefQC79gkAfKAj/JIDFx7WnnwSuD3X14Ib LISQcDMm2TMIxcAaMc8DKbQgraWA537XPb8JkcaEEpVDrGqkAFBOgML5AgsttEAifocdd2kuveSCnIMRUBg8eHBG7GgazOBsAa4XQZxThBc9OsuBC3yS+xDl u2Dk4pmUZI2vvuryZtE+KzQvvTA2uDDmc6aODDh6xNjj9Jy7MDdjDkP4fuDAgTkHxLUB91lnnZWRLtsURPMEEkT+OtuFL+veCI7wdCUWyvwTN3OroRs0V115 WT2K7zhkPuaPYpPC9HsrrLROnn1x/ai7m1NPOCJcpT65Pk0GgkRQK+lrS6e3MxrHUgsGoLF2jfGsIhA1RVOp8MfVxiiLL96OHQjQ88/HOrVgPlbHyoXnnv9n 83gc2bz9J7cIXukVFvKhZq1YCXHeuT/L/gwcOCgW8X6nueiii5rxMfaSik/yzwf4qPzgssKE5bAuzxgVf1q7xz3fa689c3xtvvGkk09rfnP9H5pPbL62jcXJ u/qNF+zr6tZtxsvqCImkr+ipPbxLgHzDAxxK8rpPCNVFiMAVbz1prYwHbihE0jBgFVQZSyUPYSqhI+UaxfS0oAYy5BllaVhzVFLN2Sy91BJBhDebldYc2oy4 6PRYsvLpJB6tSPtZ/oPQ6sPwJQBZyQf8KCbA3MKyGKbugbXqpAwserVVgGbjKo0ceWP2T/62jHHD67m5jRsmFMzSmU9yuk0NTo29bG+Xhg4dmgEEYVxEN1OP OAhhoailQFZ5SGUpjJFYCHNnn/nMjrH+bPtmlZXb8wiMmwKYwHNrDWjFe+75Y/PLCy9p3pz8dJ7yqq8G4Cw8+PS56taOVQOioRiJ+0nQjRXBx7ISaszXWQ7+ uan4oV+/ZdIysYItzdXaJv267/4Hmv/9xreaB+//Yx5sc9aZP0k8itQddNDXp3sHpViq7Jx+o1+5/PiQ8jW3aCkT/LtHgZlOuGLERrEB8/jmO0d+u4njFJJP 8QNlMTksObiLl9Eaj0utpbGEyCGgMxa/4m04hQ9WrCLN8uOpLltsuc1UlcsIUJlVjJn9V0iFGE/CFPJq2D1nFjCFmS/K1jFFKi9G85ugKUOT6cSoUddH57+Y g0XzAgiLCUTIPG8Z+T8H6wnE+3yUANp+LahRS4j0CwzGAgSBG8T62cekT7NLYNdvCsJYSvjVJLFkA5x6K0pI6bBMNKbxkhA5HHOXRJ1MwIJH0lfJxLS1b1xI 9zDMeyXhZAtnDznksObEE4/LoAAhAZNoJ7jUrx5jREJPwYHJvBfFAReCEvDNglmOA+cu9GKhMZ55G17D7NL48U80N4Zr5XRbvEAoKUiMjSYiuvgBT81Lgtvi 1aKJ+vRXIIvFt3qc+0qxHH74kc2vLr2q6buUl17He3ljXsnYvlw1tMTHLvdKUMvyOMjUCg4CU+1Sula+L7pouyY1cVYROlaGaQOc3wqpDBL8VhHEkmL35IMU BCFIObYKwinr8kwez9XbCmac5RZIti7sU5/aOQa25zW77LpHEg/yuVjzIkQQWoRiEbguBMYgmsWzxX14jE30y5IUa+IIkf5Ahu+Zr2J4OKClWARuBJNeCeMp B5c0PotuG4UQuUldC3H59Nw/QiSvMtVX9YjaGS8SNvibGQ7/4VPKU3nie6OPb5gMZKcrqwKHykrq1k/CySKByUJaAZNzzz03J4Pds1Kj1rSVEClH82JKygFt JTDIM/Plvgn3/b68b7pvhEi/CZHEHSbgRRvl5zRpQ7JipU6OQhP0gRf9ZQGtGH/44YcziESx7LvvPs2E8Q9lf7TbMxb9ojnFgpZo9uqrkxPv5U3hV0m/ubMC FhK8WNKlHzwENCRo3P+ugClGEJZESExPgwKyxhLuAVZ+gPhtQg7hlHG/XAMNkWz3CB+A5G+XZbRHxwqhbv/JT4dQvRbCFm+zC2EsJpgbRGdP40PbkK4uS1xY H/NSxgDcRsyKcYxTtCOv/ivnu/NyD9zSxRdfktZEnwhoEdYzIXB1cpWUgQ99hgMCwi3k0xPqSvKxBvAsWe0hmIEpOmGY+be8ZUEHxthGgENfVw5XEAMRjkpg YC0JA0ZmnVjgQRG6BxNLw2pINLK2wEDo4abW442JYIzkHrg7L/eVkygRdXITubSlhHgb1h9K8Kb8nKYqY5Pk+Bhr2RTIChdPVt36DJfG2SKQAiWfiCOXjdNz +DKNNwgQwdBv43xLhcqzwrNWibM8+N9zdHohhKiU2cTYksO9Wyh2TXMVu8qosrIqMgIacXxDBmAhQGUk0iw3wXL5T4JpaD60e8qyXPJbOQFg9auD8NEEIiUY 7eGHJ4UgvZzLPixNkRBmXoQpK4kPDGPcYR2fQIE29QkcLqmYIP90fHhexBsx4sqYw9g93Lp2u4g6C1ZF1CsUa+en+S/P4FW/LSkS0DAHos4SFJvszCFVG/CF Di5p1v1vGVDezTbfOpWUzYkUII/BNgnMXAmeBTHMqVkpr00WCoOwFoRK0ia6YUyMOmzYsOlwEX7uqPReuPKM9TI2YQVsHiwh8syY0HpEadb9ykfv+1G8CK9c N0cQEE77lrjwFAj4PJcIDYGAg6Gbb5KvkTGEsJigpUP7DR7CZ2EB4SrFKVoKp3BNeeLv5YO21ge6Z9zIA0Bj1rs77QkIN1gUAJA0ANB8nYKmQv/5mACALELj t44yd2+8McMsIpB61SWfRKC0A/gpAWzz7sQc1GJ2LooBPRNddWahufzQzmOPPTYdhhKO92MITdl/5Uhj+c8557ywJPs2q62xfjKb58qDvxI/2wp1cySelavE pREF5QpKnrloaAEGsJV1gSc4xNDvleJxJnmWX76dpzL4RxcJE2AGCW3QiiCZA0NsS38kAQ/CJOmj+mrsR+hrDKc+4xrPJPDJrw9S/a4gijopFXRX1uWZqFqF wLPgXH5Uu6KMvAwbQAmpEDhlzspSnnCJFhSbocUXvzgswuKXB9ytRwVOeFtwwZZ38T9lpH/oZVxIYCh6xgB+9XXy5FfS1QO+MngUX8N5V4wNkaURMZ9CtkgU 4BCDKASCFPrvmXsawQyEz4BSWURUp/y15EgZ2tgzAMn/cnRSQmSdsxyltlTo1LwmSDGnBA4JzLOrF3yEiG989NHHhhB9Jcdzf33gnrA6KyeibTIkCJI+wQPt 6Fv0jKWRuHyYicDAG+ttnERjixYKLCgvGUdhdPicnRLRhz59FkvtD1/3R9QM8c0F2T7embhn1h6ylARKhEsCk0Qh2CBJGRhXYiAJDBIcVtDIfzhE485E0AgK IZLQXr+5rlzaLSPgUmsWZ4f/znpn/l1l0RPPYHRzSuaP0ESwyp6mmvS1/4pSWGaZvrFZ8KCI5F0c/VwiriXT5VOPOvEo/nOhv37ACwHx3G+XCK4kYCGvzZUE teWZ6HBZHsRGWEi0atY3SYc4yFEZRCpYAiO/uSJmUMPyKNcyWEwahkSXdsIkJNi2CzsLWbCFFhmQwsP1OPDAA7IT6i6kzYzMOfnP36+I08zEn1U9+gVWQn7E t49sjjr+Z83ue+yZb4SQn1BiWC4UIuqn/JJghvYwZSWaUxluDQ2KSZVXP8bWXmk7LhfXSFLvrBKc1LNBgwY2v7n2uhw077zzTlmfMRqmlwedfHM5CTRG5qax kubvWEkwc1Ptq8J0olymIGh0cEkYVJAGw5x99jl5r4TJt2SSlBIxHiQ8LK5BP4VinCLc3imMWWgeP+z30iZcnnfe+c0jsS7QHJqxGWUi3M8a4jd0+WRu8+/S jLj8t/nqmN9cc2Uspn08xrPtShEGBc+iiXrxrf/43pkTcMl788wcFIPjjJN4EP9jqznpIwBcOszBZBWBIU8BQgLgQm6UTqsUdWTFynbv3r6pG340OjVmwV57 rT0jDzBSmUPAWO388suTm6232jA6O3+ug+PSfZiJlfAyK8tvKAtwvZeAlhBNCu165JHfb24Zc0ezzRbr5bgIskMXh2VrT50lHJL6iqnUj2kszWFZDHgN7lkM BO3fv38+R1j4bBVQG+ZXx9ChQ9PFzYrf56P6INDwta9+pdkn3BZCYDVFheMLruqTMLfoHMuB2SUMPz4G7WghUIGG4CI4ZcEtWrWolmvWRkD3jZJTY0nTvtP7 DZ/oSxjNhbF+eAbuKWGKhhIxPpPeC//5cDYflCFcsaZwCscjI4C0zz6tFd7vK/s35rBYfHnRiZttlb45p8mTX8lxoLHuXyKSedNNo+PE1ovifLy102o5GqEM gjER2NFpoQXbsDlD496C8X/KlPbcEv+7GQoQFoIkuVlE8LsVgHYwpgOQ0F7t/ncIcz/4KRMmUY50c438RijAyMccq1M+QYc6EyKqTcDk/TBSEQuiaUtMI72X VXIfrOPiVNE99/zvmBOa2Kw/ZM0w3+0Z3PrSNEuG8mgPROSidSZ9UwcLxD3ip2NcLoZV2NwmETXjv4Kh8Fn/wSkkP7uEPlKF388+++f539wQ91mqPPqkfi4k AbKJTpKPdjVBSogkS5zkcdZFlUffhSIfgdT3DTYcGlbtu/EWjJ9M5xN5Xepj8RxoIhJogpRixvRC7mgvFW3yz1x+UOi8Gn2rLSS777F387OzfponTHElzzzz rKy99rxRBKYBTDILOpjvuuTiC2I/3H3NCssPipc9TIy30bdvTS+XD40ID74kPPDp2TvvtAsUDIfQgTHq6oEO66CCJNJ/yPPMAK01e+2bxBO5oX0lMXT/dcgy dmMeZWlndREYCZLtngUIf7RlHq+AWbQZH2+rQNhllumXVikLzOOHvrRtNOm6QOKsEgaQD6wPPvjXZvDKH4txx7PR7x4xnnkh+8ZVZbqb5tnUypjP4Rt8ZOWq nWKQcePG5fhp4MBwvUK7SywTF8tVB5BU/vqGY7j8oAmd5luwf1iAkxIWruINN7TjH3guYaj6MbkwuFUQ5SFoi3ATYv0YPnx4Nl9lWbitw60z2azM3XeOiZD4 0Hj9zgGxKuSU/xCmwoVK4E3CR3jiw0jwLVFY66yzdk7ADgihkOzm7jb/siEsD6Qi6x4rQsaHxTX2NC797ne/m3QwKc31c0aiuS6LqC+95KLmE1tt0oyMVfQs Db7lfRAgQgvXhAZeWqXSBlPkA5Ooc84jYXJRDAzN/VIBd4ZGpokQxpsZ+IYiduZ9aIQpU96Jb0f99o6XSA2KQzv6xPN2zKQj3AX+NqSqm2XyTYrVu1SMGe6+ 63fR4SdydbEojMEt4IqYiaV5+Hivuqp+zzH6Gmus3qy31vIxnuibg0qIBDt8YJBVVx/SXHX1rxOptG6tmChGrfoQSQRyn332ybCssYgJYRbJs1IuylUZ3TO2 ImizS9Ue4m728TWbXosNziVDm222aczf3J6nAnXWIT/iw7mxEReH/4/JCI5xkgCJeSZ0B1MnzpRR7oocAAArvklEQVRFf1Mekn1Iu31uz1gVcki4zSdn3fLD ke9KykhC0AIr6C519jlvzOFHCasIHQFfNN5v22epFXKO553X/9FMem5SwqFfPAN9FSq3wp4LTKCMnyhDJxdR+jyyE084Lk4k6hf0bjfvkQeuKfyZFtCuvATK ZRcufOFtctC1zTQ1fUSFypSZPJXRPRlZJ89K0xAEzFbWiwA4jRJQAMCA5pAQvEV0K82Yk6/qea4ja5aKybPfBAP3T2KafZfmBeHKglsyIcu16UyQ4rmLFhci 3mbbHVIhlF9Pw7GkNLHx32K9eyWy+dciRZb/6Is6OpmIMJhLsarBQk2EY5m4mfK5MKfvcnm5dDQld1Aq2Dthnvk35aefhP/n55yfNBK9MtiG2846iqmtfnC2 nvGL5VFgNQfjf8GjTjRW3oDexGb//v3Ckk0MEBZOoTKWsFL+sMO+GRPdx2U/tKGOStW+sSG3zhhOmhe6Vt2+Z7QX5yxMag8MtbB3nQg4sO4UgyAL5jd8QQPC TLmbpKYIudwmdo1rKZofn3p8c8/dtwe/thPxlADe9YyBADvawa/VOerVZ7B02XzoVlNFzwyKCYqZckKjUM+e7Wn7Ag2ExrjGoRdLLBH74qcJVqAmgdOABHCn g77xpiXmr+d/9eZ529P8WgwEuNZcvtuMuun6tETmBL70pX1j8vCOrAsMRZAiQP3PDB0f9dy3zjHJxkYiRxBbptnz0pyXXz4iX/TrRc0UweSYoSY8EKOMOigK i26vGHFJ84vY9/KFvffKVk1o2s1brloxUdUtk3v1v/Cj7s5E8SAYi0SgO8t05qvf4IcDxPzyl78ah3e+2Nx6x4PN5bEIeIcdPplzKYIeJlYJRLVXcKiH8tRP ilKSr37njfgAL4Vhzsm474ADDw7Ld2/whBeBtRs/F4vV6jfe+NsYW30nJne/m0qnE/76TZnZi+SgF3BUH6qtOfmustxUK1eMT4S8d/zUTs1vrrkq+PfZcFcf yDEf+jkKDW9z5QSzRHEFg4TlKTeK0sS0cZzx4e57fCECGU8FfzslqN2sivfxPdh5FBSo3wSzR4/WS+tK83pYx7giEsZvEd8SDdLlw2y5rmhahdw3HVNeeJNw IIhwYR3VRGgwIxNMi0rKuBALsqUxt96Wqw8WWmjB6TPpYPHc5Xfn/6rDM7/rObghkNknRKJFhKjyeS7/z39+bgrRNttsn7PaloGUEEGUPmFCixMnTHi6Oexb RzR7xNvTK4mEmTuh3dSt3qqbUBiX+V9JXS44pJ3Hh2tlTocQWf1AiMDVWabKdn7rp0SRsRRedym6eNVV1+R9S6EwGEWAFgWXh5buaN841TPtSfVbJAxcQuCE iPtEiO644w/NT844Lcp5o8eMOZy3AmfexH7MMUcFM/5gOt+U0ihYBTSMKblZEnxVAoP/ddX9+q77vvGSOgUM7PdiUR9+ZOy0rMEfPZdNHKO/+TNuLAttUa7o o+CP9g488MAUqlIy5p9YJumLw/Zu7rj9lmyLwtCXt8MjM35lWYuO+AMe4SN5ZdmPDhqugy4SpiDGx1TGQwAHmG/WxgywgrSasZJn/ivrQkCMqEGRDs8Q89Vp wuW++nWImU1ado3BXY9u4XZslwJpScsmMeHJJdOui3BzuwhF3ev81rZ2WTXu4dChQ3PVs2iWtlzatkTklJNPjXVxB+REqxORaB7MZKCpHUhz2R9knLhAKIAT jz82cVLumG8D2XHjxmXol+A6EcmCUCs0hIMLN+pk6e3E5ZubZyGA2lhppZVSM2I2zDI7QUJsfZGPxf3lL64IF2aJONnptXh9ys5ZhxNhhXzVD8djx47NBbq0 uPsYkCanjfWDK2pbuYW2xnKsJNfVIJ2CPOHEU4J5Xw7L3G7eU4YVU/8///lis3acXXf++efkeRebbrJx1tvZFzwgYobu5tQkzyX96KQj/it6zfxcXuV22+1z uTRI4Oeoo44NX9g59fM3Yx+6O15APSzm1pbKCCVlB0Z0N1/GIuET80qEwrpL7jQDYDsJfGyyyabxYvBbkx9sUgS7dXfOrnfEGFgpMXD6DQ/61Z1AuKGxuhSG rNJUhEMHCBKB859LB0gRCx3HLJhcWb8xkcZoD7/VVy4jhCgDcGXejmeeS7QiRrg0lqr8IAbD3sytXeMNzGfhKe2tnMTFsTkN4WlbDGveiIbhw0rgAAOmsuv1 5JN+Eq+e/0wcy/WPFI6uXd9KmPWX5a269eOW0SPjGOF7czJVPWCXCDUfW7uECSEIlm+W5vkYS10+4vLc8yRczr0AqzGjMDR8wjfGpSm5iP7DC3q8X6o8NGIc ENBMfPqZmIxcI3FvYtsKB5OoYBNIMR4wZjPpS4i1R+kYjMMJnPpPoEwawxX3R1TLWMPA+onxTjcdGDC2tCxlW0y10867NSee/MvE9VE//EEyVzEbnHGFCbB1 iIIxnelPf/pTMjfrgX86E9wSQgIIj1bsb7HF0AySjBp1c4Tbz4kXCeyQ7Sp3XyiX3T//ucyrP8ZJNWanFOwwEB43XsT78GHoYi2kNyEKlx94wFdyk+AWW2yd Lh1PyuSr8/n0F5+QAUIk2IZe3T3A0P5gWESCXJmNnTTCOnmGESSMJp/juFJig8EQAnJL6Ei+8qQdQ9IAGoZc7fmd9QRwk55+LOYzVsq6aW2CxC3TScxZE3qQ iAlE92oLOcbFCAbPtCrhdhEo4VsMCgaTkYcedkRo8HNjEecOaWmKCUrwaWlMRCD79l06tsVfHIsxR+QAthgf/JL+YhDMj8guTMhFdn+p0IomA+HJ5R5lYfVC waYeZWouD47knZ0gKScpK7351jvBAJvk71GhVA6O00vBgzHASVi1q2+UkGiVMDhGQldehqgWutekrgAEZQTfG21k5fbJyRMvv2y92Rvxf2owa7uO8l//olxf bz61w8ebU864OI///dGPjk6+QWd9x0/GJMYjlAoLgXcI1vhwJ8HL/RKmF8qHZxbeIlwTrCKOA2NKgZKyhk665NLLYg3kutkv/LbGmuvHa25GpQsuakeJGAvx UrjP+Ep/999//2ZMrGhngeFCWwRO/azVtttuk/UHJYKX2vPtwaovVvzMN6Vd/obXBeUEJ1KQEA5zQ3S5SCrn2vHh3cMECkLIWxGdo5nc99+FCST3aF2Mx2Uq BlQeINFUEhfDeDZ1amvi11ln7bwvigahEmRDPiT6jWmZY24UZlQfAqgbUkTICJF6EctAGZFWXXXV5usHHRKW5cFGYEEEitCDVT8hlxlnbdXp9zXX3RLW68jQ YDsnLDMzN4FhkSRl4IDmNPCtxI0aMeKqZoUVVwgNP6T5WGh5DCofhoUDuIJj9RUOq/zsvlmkjy63RvPaG2/HWX0bpiBcEqsLfhoKpRKBoQD1V9JfeDTrXys0 3Le8hmXgaoIL/sAjcude9DLw2u79IRjcen2maH3Du3Hmrp/erPntDbfEoS3fbo4LYdI/iTVhDQQdKEj04wJ7zhVXJxeURYU3990j5NzhSvjg/PPPi9D7SXmY 5jnn/LpZpu+SAccrAfOSYYV/G8I6Li2OSWZCjyaE0xhRG8Z/BNZmSm2wzISW0j3//PNTUI8/4aTmjJ+cG9M6/ZIvil/h791u7biccMElBdS9ZbzWzWoDBG8m YQGw0ELt6lhjh1dead0fHRL6XnTRBZOBlSFUNJTLb+Fy8w4LL+x42PbtBQDGjL7d8xuB+/fvp8pg9hg4huY0H4JBi+DWiEEEgAmI8jMzgfI0jzcrmL+pfNwT roGx1vjxTzWrrrx8amKTzISP4igF0qNHrKmKqJ1+v/zy5GazjdeNicf/STirPu2UQBHQCquDScIA5ookQnr55VfGLP9pTY84+PHtfzk7bUJaBAxr/Rni6BeX gxBL7n3Q5PX0Tzz+TDNkg5WDUZZPQTDAJpiFP+Ft7gqiV3u+qx35CAIPAKNVgheRLP0U+frGIYeGS3xCTBN8Mt0d5QmafsJj0fell16OMdMqzZVXj0w6/PD/ hoflXCIFSX75yptgLassemB2V2fi2gsYsaSScY55Oe2ut966gbBJefY4RUEhNs0z4aHcFAGX/bJuXg+vhVtpPst/3okonkW81hdSzHixPBeBkU9uv11z2KHf blZdZblsF93Jinz6gCfgwH/fsfr79bQ0OkKyCIKlO2+84dXprbWgaWSGXN+uYkQdqP9cIo04QDBYLvMkFPEhj8Z7BNK5VKJhiy++WHPltXc0X95v/2Qm+15o LUleiem1grczeVYXOCT+NW1CSBFHovWZdQjo32+pZuxjjyeyMS94fOsTS4uR558/gh6x2/Ev997ZHH/c0dMZUp8kZUqQEAVRJfX4b6yGISVKgRB5WfBuO20Z d14Pgj2ZjFJLlqrednrhI1nug3wUDKYZFuq9cDNk3bWyX6Jt9Q6mqtt4idBKhVPlPa/LM67NY489Nj2Pe1xdsEnf+N+D4h23G8R4I9yZwFkbEnameht9pYDg Hk0FINZfb9VcsnPaaadnedvAW8vWrpgHiy3wdQ9M7hFsdRZdRQ15IZUoHYqVpRw4aGDexk9oh5d3/NQuzSmnnZkKkTurTyXsmJ71YfVYI5aQUqZsucnGVDwb 7iQvZu+994jyTyRuKRt8QvjxSgkQ/mc1k0M0REp1gL/uoXERawM5OgdRvmk2zOf+/JGPufebtmGOPXe/hE4nJXlIvAGbt6v9M849u/Y3VzUnHHVwvBnv2Gwb I5a2AriOCefSqJ2pGMA3JpZoMm0IVlTSL+0jyiuhHHqFxppvvjgaOARNH8s0QyLYabTbbhsdk3fXhgZro2hVvzqLgf1WN/gkGg9DEGT1SmPG3BarDgblYfci f1yjsWMfy8Wr9vwQcAmDmWcZGP651NlG3nifD23FuoVmyaWWTCZkvWleST1OJoUTOH00GGpWddc99ON+oXHdI/C2X0sE7cenndjc/vtbmt6xkqV79/aQSrhE a/QiCCwSfFO+ywxYpRk46KNZ3pQA5pSUwbzczoK3aArf2i+8i6pxBbm+kmeWNI0PS7la1Pfzc84NT+SSqHO+fPUMfnz4oXtjfHRHWLGNA79/T7pqTx/ABk58 rm00JKzm3QgYF7c2Mh500AHN2Efuj/LtYTLKgRP8+gsWcuE7XsbcTjzS2hJm1xihcs9vhZhE//3u1QtDztd4J+u777aWxpnfGkEIkiv5TYKVVU5+luiaa64I KV48GOjuCBwcFG22YypSzqpJQrDMucgRzVidyIcdHzrhGXj4uFYISOAeNmxYjEk2yHmim0ZeG+20Lwbg+hAil7KQgQAjLr843hh+XE5sqkPdMyd4kcw9OIVI IIR2MwiuPUoTJz7dnBCRwXXXGBzvK3o5iPZys96QdeNk10sSR5aoIKrgCOay5KhggcMPmmjh7be1ca9dNcAVU6dzDQQazNgbh9De++9/UGpRdVcf/K4+0qoU WS2ctRJAPRhMUobbfeJJJzfX/Pr2tDwEGX3LRfMN7xQSa/n0hIdijLFc0pTi0edKQus25KEbGhQc9bz+E3DjooLLc/yEZtKX9vlirs7o1WuBEKiL4/7rcUjk Js2PT/9p4LpbRPd2SpfVlApvgZvoG04EMQi48aCxtvk3sJjQdnjO6quvFng7IM7pezjga3FQMoC3XfDCQsVW8/YoLZoLgBiqtIEMMpNAHXPJx/0jGBBXwmbB qrySZxpgDSBK+JEr8GJoq6uvurU562dnR0TsvBiAr5/5lNOmLcTGNb4xu4gRl00qxOafmT6KMYxPRMpsnRDiFLpdffU1kpms3sak6nnxxfaNClxZ4z3If2Ts 483nd9+7OeB/9s/aZ0VcD9ShPeMjbufwCNEbh5ivUkYaM2ZMM+GJOHAj5qHgixW0hu/CCy8LAp2d7pdBLxeFRqQw1DknQqQduF1xheUbRyzfEdrU6u2BYdlE tbi16BPVxkubv9fcdON1wYwPKzYdTr/hA9yEgiam7blE8CjIg4aeF473+eKwcBW5eG0ov+6rB/yUIXq/GpE8qe7Zyl3WWr3GsxSf9F60LXwOHTp0+hZ6giqs b4WChHe42Gf/7P81P/1/ZzY3j3IW4Xwh7Ffkhj+BBThm9QkyHjHm4+WwtqZn4EkAyPRKeT+ESj8I3cQJjyQe9NU9NAWbC37ITZdNNt1yKiZmRWhFiRaAEIkm 8buEi+AAlAWKQ/Hyvufuq5glUQ/kyGeNkjTmlpsiYrZLM/z730nz6R4kQHQnIvm0td28kKUDnXmUrVRCqIO2iFuKxDpYIUyTMfGf2+PLzfrrrpbv8ZEfIriu yvTo4R2i3Ztbx9wUrtejoZkGJ1zV32pn5u+ZYUJgCseYYs+9vjgdZ3DimUSZ3DjyugjDfjvcib3CQrY7g4X+4Wpu0umn/yTmb86MMeASzVE//F66M+oB31/+ cl8oo+/nZO1j4yY2hx/6P2EFDs5mZoa/2sZYXDy4xyCd+QrXf/7zvWFhdwiBGjI9QIOhJEqUAl44vJbRo2+MKN3RAcO3c+U5WgskCYFjbsIOP+7PKtUzPDUo xjbnnHNOhrTxpwhtpYLL/3vu+WNz+BHfifPQfxfzS1vnYZsTJz6V/bG1Y2gIJV4V8WRxnTXBxdNPgk2QjJH69l06ghlDwqvZt3nmWYfq9wjPol4y3XpAKUDB 5wJrXT6+8dAUpLrJLBsv6URpEBKLGTAgADSK0SCPr0lwCBzGLOvlWffu3Zq/PTS2eWLcQ+G+/CKsyy7ZCeWlmYWjk2iev1c+z6RCICVw3HEnRlt/b755yMHN wNDK4Ln55tHNId/6YQjRygFbG7oHn3L64x2giwTBf//7Mam9TGIW8doW3v8TfAWzbwxhHsfWA0EGS0zAUYoK/vr0WTz8/VeaiZNeal587pFYrnJQTJS24f73 b+3fn1a7F154UbP3sG81n91l83wh2Gd22i2UyIAYJI+LMeh1wfDrxUBaVLCdRL/qykvf01WuOqulWeGi8rCsImPbxpzc008/G3SNt6wHg8KtfsKFNYqjb/tL M+amyyICOCQtuLpZ4BK8qq/anPm7nhuHWqXO1eSloGM9U8YQI3g6eYoyu/jiS0N4vxKrM86OUPe+uTmRJbTaAU2Mmcw9SkcffUxY8yPyNyXSJWD31slzzzu/ OfaEs5oN1l0xFF1rma1+dwwDmuovb0aUusu66204lcDoOK0oA4EgWC5zRiZWAQ2xJSzM4kvx/hshY4JUbiBB5LvzYVmhL/z3Ps23Djtk+kCzmD+hnsWHNgpB 76WpFKt6vHn7sG8d3px7zq/iZJ2NmttuvcXTrHmJvis2Q9ZZJdd5ERzjP51nQf1fIiJAI0ff3Rx/9GGJdIWq7azgA35UGQz0jUMOa24YOTpcrkEBY3uwpuct g9kx7EyA3snMF//qlznhu+uuu8yRAAOrmPz6GBNuH1G5XXb9fMDergx5ZfJr0f5yqcgM+jEOl/3mUTfEMqXbcqxT5WfuovsSJTezonO/+ipCtt9Xvtb8/va7 m0EDB6RHoywcsPYuzK5txxof8a3/DZfq41nnnyIoYm3gkd/+VrjI8DRjOKGNmVO12Xl/Vvc876zrzjvvinHQhtHW1eGubp+wd1p+q+VFBM1TWTp2cMw1Xjri 5mbNNT7a3P+Xu5rBK6wZeByYARRyoW8srn4yLuSDQsDr3e0lctPs9FtvtZEIA0+ZNEpwjCUUnmGNnBH+z6ignQdQkbwQ171b7O+58754QfCTOfP8mU9/Khsr AgHo/dL7CU+VK2RxD7556BHNtdff0uyw4zbR0SmxfGSrUAbds9PBbhntoa3UC04CxDXwcuFnJz3fDNvzU+E3D8uq32VVqLU5TEVUs+JnnH5qs3UshDX2nDKl 3bYP+RjKpCHEvxBvDKxWKio2h01Oz24xsEQLU2oLLBBvWwxllgPg6DM6UhwCRE2XpWJB6pgUpPfC83vdrwYJFwWhne8ceXizylpbx5sZe+f6Nq4PpVweDJ7g sSwWIfrddtu1qmi/u/SJcyTuCyt6QQ708cd7ta1Nz30Xrmcl5CrGX1WX9yeZEzo5zgE/59wLmg0/tl7shH0y+Xn3z382LaOAgwXGX/nqgc3fxz7Z/Ne2GwS+ 3shXfcKdiCu+phj0Cw+hJ+OBl/zmEXXZeJOh+aIxAOo4pNPcCrM4GMIzhMEELA5g+a0Y2mBdOZE3SPv9726JSNw3m/854GsZsdG56pjf85LA4YJwnT/gwG+E //ps06/vUrFDt13z1yPCoJhWh0UInQ2BuGCFCGFUUUBWk9t5803XxlxC+1rH2Qn57GA/5tgfhZY9Ig++ZO4hGLxwCUcSHCEQmLzMTNBBxGhOcVT5Hww/f8NN dmy23mJItBf7kATEw/poW57CGcJLzzz7fHPbmBtyoO3ZezFkZn6fj2r/yiuvanbd4+Bmh22HJANy555//oVkMnSCd20Yi8KDflNsr776SriEzzWvvzmlGTXy 6lwiVgryfZqdo0ed9d0cgaFP5Hzk/M06667Z3Pvnu3Kz5rID+kaw5tZYJD0khMPb0dshQDu2bwUYvfSFbBAceKu6/YbbFCSCIyNhIWU6DlEWk9LcGFNBmpx5 w5D+Cy9ikPnn9yqPsbEO6c3m7DNPyvAxpKlDXXNLrE6sAVhSl0Wk23/yc/EWuaVTWKwZA3/rx4YLGhqTUCzUa9r5edEPCazgtxXEoF8oVASnmCIzzeFHleXD D91yh3xvLmIUDgm0PPAKJ3A9efIrqRkH9O8Xe2iuDEvfO4kzJ3iqdp98ckKz6257xQsLvFql3cQGF4iPTpSfeTIKhJt+U+wf+u1vr49AwXbz1O8SQvg8+OBv NCOuur5ZafmP5pHUYNMuocIj+AcD4hk0oGSei52s9rXR+Pc+ML558C+jYxXBKvME06xIV3jyTCDlxxGcOeboH0aUdXvMFHOAT0U0b+kUIPRxoQO6+Ta/CHYW 3zcPDX4LxxQWXstwCcsjo4KplYNpIYgQIQgmAJDKVQSJ7XhjgXj2dnPdtb+ODW+fbf58zy0R+fh0AlMdmBPmmBUi3CuiqYuPv96668b7d/rnRFlLpHZzFW3n Mg6CAALl1SPy6APGWjLc1htH/r457/xfpBCpG1LmNd16W2yZf/zBxJG+014ubfuuPmCmxRZbPP53i36s3bpc89C4ycLei8a6tHBnMS9GKKYFhz4/9VS7QNVY d/14Edd11/12miJsx75z0zxaqF9bhx76zehPWJ0QEnhn8XkuXMBSIJQ0/nGZu+QqcaFEx7bcbJ3m45t+srn/gQeSFur9sBLawr06RQytTLee8977H4nJ+2ci mvfRdLnxM0NB0PUNHsmCy9ymfqbARH2ekwu0lZKHIJ9LwOWQZPpXSFm5cCqRMTNHJRpSKW0zctQ9sYnv9Rhc39j8IF72ZLkFgCtvVjiPH+oDk0STDh26eb6m A3zOjdAZK3AriGDvCGadEorAPqJecTZzjokiP7/+iQkRBj78gGbPPXafR8hmuKxwdPHFl8WLpzdPzUbZgKu0G2KCAVzw3C3GkU89+VIQcbnE5bwAgqBLLLFY WBz7w15OwSE8FKF2CbF24dBYd7F4idrIm9pzMrSLVnOb1I8+DtC/4PyfRMj5hmCwduoDj8ABOLhJ+s8FAhshUpZQPf/8P9KlEhRaa82NYrX/Xz50YdL3gtXv bbfdpvnjXTeHVdo83Otr0mBw68gB2hF+sIKdFdNHF9gpLr8l3+IG3NaukKxjfSKCRSpJnfVwCkEEQmCI7nHffw3SJE5e+b/vHdhce82IZttttp4OKICL8eeW QFUOoOqThHlFXnbYcafUBjqIIQVGwIhJdNzbLiBigbBKtKBQPrjVxTdfJBTAwQd/PRnYvQ8DVis0TIraXAYWdbKMmAlBKCt4Nsnsvjk4pxJhQGlu4Ci4Kbb+ MdHYtYsNk+3GO7gIEBIOCgYOwZLaNsZQr7zqrX33Ztvz+lFw4IHvfOd7zR133R/80s5LWnNJ0N8JV45rKTgFB/gMTricGNM0QYh0M2T9tWNX7lZ5mGUx/rzC 11lenRQHfJsMtwjXGO/WW0eFNfx78MaMI7fk1bcWd22ovf0d+O7fP3EJn5QoVz6PLCY8GkAATGfXKN9PQYTABD0DITT6yBuuS0AsJ/nud4+MSbW++f/DtEI6 zy3Qvk6f8ZOfxgLCvTIaBukCIJZ1eEaDgA9smLT3ou3B6Z7xxXWaIqApbxz5x+boo74fJn7JLKP+uU3VX8xx1dXXNKutvl4qIQwCDrgEW63ho31pZficEvDG +To5ITm37Vc5tMOQk56Pw2dikxn6ga1nz9gwGYoFHfUfXNo2R7L0kmGVYoU0mOBA/rlNmA2uSe6BsVp++UHLpKJVrwl7CtncC4UiVIn5WCj3wVdKDiwmPTfe ZK3ctXpnrEQo+s8LfDP3q4QDzHC3006fyYn4Hbb/RKyAGREwcO1mWBt5uMQ8IHgEE0UNr2BGY7jNt1HokIfmGiRbdYtRPcOEQsuE6Jhjjo2JvitzCY68AFJ5 aSb35jURDNaGdv/hD49uvnnECXlqDUroDCIUExjbgXXJJZdKYpllrrV570Y94Lci2ZKRyy47PXZnrpeMA0Hzkoq4Qt6XXnFT7JsanAKuTiFXcMqjD8lU8f8f cZ+VhMvV1mg3As4tDPBdMPTps3iua0NQwqr/2hVUca/wZdkOS77Qgj2bc35+Vq6M1n7VM7ew6B/FR6BPOeW43FUsigvH2gZLegmhjDGe3QXaLL7zDM3hxY6D DTfaLPZX7RyLSO9M3Mk7rzDO3DcwqxP/Ws1y0knH5yTuqJv+EIbE8qdeCXO5eDXE4ZoLLFEAaOA5xdm1VywudIN/OGXKu0mIBeZnhdq5AhXeMvqm1Ph2HB5x xOHpTgEAIAD6MFMrRG14/RvfOLTxot2ddtg0tYI2Id38EYZkbbil7tEQyaQR/Hj11dgO0j1WhgfzckUfeujR5vvD/y8OxGi3aHwY8Fa/r732uublF8blspra ts99of1pX8yCebg4NDTEK7vuOmtktG5eYCnm4qdXwoyIjYFpUrQFh3a9nduqbcIl3XHHnfktz7wmig88G8dK8x//+IxYmnN9MmMxXAmUaZPaaeAe/BB+gQDf Xbt2j+9Fmp123jRXrY+JHdOF6+rvvMJa5fVb3XgOjj7/+d1iPeKdzYrLL9dcecWl8czzNnKHpvqC15zlAZ+UpXLo2yVewjSVdqc1uCEemlhbMFylKcG4t8Ua tFNOPa3Ze689p2t6HQKEK37Gd2k1BOEmeNZ5r83jmfydqc3X5icotJiVuQcf/M2Y2L232WLzDXMgTUick7d4jOW0zxLJiyloC1qhiOK3unRw8mQv2F0gXwBt HAgRylUfCn4w/fvv6CNfRJektlv5E+LhyVyWNWmbbLrFNG06NQWmcMMizD//AsnYxijaxHCTnvtHjCu3aGx6AwtYlZnTVPgSxrfyfKOPbxp4aN9ACD51wwna StwTzIDO3N5u3bo0F114fiqjuYWhE+aCx1aKPff67zzhSESRkoYzys74qPBDCYITTBLayAdPGFh9t8R6vdGjb8lzGtyXWr7rZKSWf/LhLD5m0HpGednqvt/a kggWeH/1q4tj+/2Xmr79BsdGxdWThmCrPhYsBAqeu7oBscV8KkPTyWF+lx2wTKxsfjCWTnw9hagayoLRoA7pcPsttt5K+H/ea/PQkADtvNp77XP1WgP1+d2/ 0Fx7w63NumuvEh1oTzei4ftEYAFj0Ljgtr4L8sGOUQ1cPUcw990D28/OOiODKeBHuIK3E/7//B39m9Y3zzp/q0O68aZR+e2/tlxSuTLojkn0iyYm2G9FpPHP f7y9WWnFFfK+/PCRbWhnDi71SrR59Cz61vYXrrQLDxQOXGBgRKdB4a9Hj24xh3Xb9BXhcwtDJ7wFD4ty/HHHhFVsdxSAB4+ZLwODyz1MCSfgM7dGIVKMYGRZ F4qI63b/Fa+F2XrvXDdZbelz/W6/3XnvJI9UZSpn3fe/eBJMxtv77rtPLvrdeKMhsWnz0YCnXUsqH34DvyGPvhibdvdAYZXqkP/CeQ89Mi5CxLvlDDifEONC FOZopXHWs+KeFYDytr/zR5bL59M65TlV7x7kcdm+8tWDkmm329phiSyPhZ/tsnXtcweKCEK+mBiRlGdZaXzLbjDR3x8eGxZt4+xsbfjTpvZaYW/7rs8JSfjn AfF0mFrYMfe0PscPCxa15cTVK664OqzRVlmGELVIjfBuaH4BBeUJELyKLib+ovyQDTaLflh9YTFwe0Z2iwtQwFl+TmvX7xan6AQ+9RpL+M9ltCN10T7LJh5M cOofWAgTWPUPntponlUGcfZgBENWXX1gbstedbVVs19gqLa12rbLZWu1dd5JmlU+d1omLRhb3KLBUqEIV8+JZwN4cLb8046N0IqFBAd4LOvq3bt9GwqYaX8J nbbfbr04FWmrnGYRHdTGv6eWZokXD6Y9b/E0c95/Lznzv5IHbay11pox5jux2fHTuwYePxIKa+kcPqgXH4Ibn+HTLltsue1UpniRMMFvB8NKiOCaMOGp5v77 7ok7sft1sV4R7VksGeCJcY83q8e+FZL5eCzPb6NQsRnvhfFNjwWWad6O17lEvJytjrLqDDesp8M+woS++XT8j9Q9dl5OsYkvTh9aeNlmicVjLdNbsbdkVYst vfjYXEzspwkadg/BxjRgorGKEUrbG1zrOE0rj7wIZOKvR4+PNPf88dFmkd4R1Zvf8qEp4bb2DKKFGxuC+chjE4LxLT7s0Tz3QpyYFANx48OXXmnD2Iv3XjCW Oi0b7uWLKRCYggA8Hau3N1p/1YQFrBhF2yyitsEE4c4DAG9p2lIEk2Kd36BBy+Z5A8o47ll+jGkuTBluISFk4VoF12OasmhdNsufMN3Eic9E/taVgwd4UV5b ymFK4w/Mqy1wglcihP37LRPPrMYIJRr1AYPrRzgwkHWYxlfqRBv01i4tTSHQzKzhfPFcYXhXL2/CGFUf4I1ChCsury0kYLV6GnwisVIxst/6ASfgEYX860OP Nbvtsn26osSDYJovNPa0RjJUcsKpDnW/i3lkjPIm58FeSVlrK7vFygvKDM+4VwLsW3557rjjrqQfhV2H7nguP7pqq8tmm38ix0i0PARLKtUJYcrS/pBJcN6I OSTIRjgMh6ns4e8VQQllxNRLgyEa4YR0nVww5jlyYWhoGR1wVhizCEBEhmiIeSMYAAzFPJ5zUcxF2JylEwl8IE8bCCy/+2AwntJJ7kx1mNtXE7iiePUbIcs1 ND+mzxConP9LhxZSD+FQt2SlsN2+8wVzSODELBgXDsGpDv12X10sEg0sakYwwAx/AiLmW+RVBr5fiPLu8dXnC0UADu4GuOEJPNroGQy8aEywmpfStqQe8MAL HMGFOhHc/RKgsvT+q/+pEMYll1g8GVobyYGBX4fGcPHVJ4w9YEC/ZFZCjLaUl76ZMnkppyZiB3XwgrMv4MJz/ReIIczGRaUY3CcotDp8gA8tuHhwpS/oLp+6 4Od3f3iwmfrW681Hwu1781V9fl63Q9EPjIUEMfn7xluxanuZ5rFxk0IbPBtP4tU0vfs0PQOe+YJn3wjBfzXf2/VOGIaFQ4H3bv4V9Hg7FOyT4/+adfUbsHKu FiHB+GqZvkskLuHx+efb9uADfA6geXXyq02X2Jab2yhkSimOgjpKGPzXCd8m2WgpndFpCLCOqhgew7z2Wrt7kG/baqH2pEoMKB9iAgDCWBuqwn3I044ykjbk ARMN4H+VlVd9rImDzFtGaDU25HOlfFd9OgtWdYNbX8AguY9h9IMLoUxpRvnd/0gwsrPMtFN1goFgUQJvhzYr+NSNCcEttRquPb/Ab33CNGA3YUw4qm3PWzwb fLcnvvo/JbZdcFdbwTMvNiDD6zT7m3G+OqvgSF0wgFnfs1z8xrQErpjUfc8xN8HTpv8JU9BXBFef6pk+sFJwBGdWkNRUCNzBhzoIq/us1vzRJ/BTtMY5eMlz OGOlKSqCCy7/JXCpp/Bb7buP7nhP2631ace44MFvEqXcNcqjtfxoUHymrp5xD77hATzacb+inS2/B49HHTMsXSwtC9yCCw7wVeEP/2nDf7SG926rrb7mcDc0 4iFgPERgGTA6pIl4FQC+VQZByvrvG4IQr5OYkMCHVFfVj+i0rTpoV/Vr338XhtNuLUb1G4Ehk2aCBB1Wj7Y9R0B5wOG+OTH9UC94qk7PJcykrRI0z13ul9DO F+4G66MOhIFURGExivAVefJcfe5jTHWBwz3PME072dclrIjDQ1r3FTwUlIuVgEMwqadHuEsiqPJ+JFwsFvwfMQaCF220Fs0BMK31Y7nhB559gwHsLT3bvoEF zjz3rC448Uy92tamRcuY1LyPe5Ln6IWe6nG/mHORsDivB13V88wz7Qm7FBTlpD7aHEP6TTirHThSl377DacEj6Jp2+2S9+XBN7ajwEsKV+CNd4EnDFHkoaBf CqsGl6mUpj3Dr+AmGHDnm8UDr9+sqnqmxDOKcnJYGuxSSkM+sINRPWBjcCigbssNXmE4ZHoIuZLKJAhEBKb7zXDhuG18ZkuIIBTxdVo5k59WP2gIAUFQHcfo 6vdt8hRAGAjDuiefqBjg6h6YdEA+SPWMVdCuMmDEXHWaTb65LRZOQgjNGD8Crna+RNvylyBrH4zq0T/t05SW2NBS+qM9bdNKtL4VASwDl0Zd704N5WHcEC6D PrsH3kJ6Ma9+qM99DKdNdeuHvrpX/cQY8AlOV/U13+QRFhwsU95pXwz8kZ7mhtr+6Y8+lNXEkOBx3zfrVX2XR9/NixBu6/MIIhj11wUeZSkSSd2EtPCGgQpm bVGGnvEy4IK7rG/6AvfabsdGcdJPKDX9t1IdHOpmaco6KO+CF3BpiwDAo9/cWZFPv7WtbrB7rm7tqNOYkxDpp2dgkR/c6tdP+cDggmvf8IXO2oYrl7bafrWv voQTefWxZ9CMIP9/0Wj1ClQSO/4AAAAASUVORK5CYII=`