diff --git a/docs/tutorials/timing_methods.ipynb b/docs/tutorials/timing_methods.ipynb index 3df7c5d..3863068 100644 --- a/docs/tutorials/timing_methods.ipynb +++ b/docs/tutorials/timing_methods.ipynb @@ -24,6 +24,14 @@ "id": "e1dfb3b9", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/utils.py:54: UserWarning: The recommended numba package is not installed. Some functionality might be slower.\n", + " warnings.warn(\n" + ] + }, { "name": "stdout", "output_type": "stream", @@ -40,7 +48,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Generating observations: 100%|██████████|[00:21<00:00]" + "Generating observations: 100%|██████████|[00:18<00:00]" ] }, { @@ -56,36 +64,36 @@ "output_type": "stream", "text": [ "\n", - "[OPTICAM] Scanning data directory: 100%|██████████|[00:01<00:00]\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000108o.fits.gz and 240101g200000374o.fits.gz (48.995 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "[OPTICAM] Scanning data directory: 100%|██████████|[00:00<00:00]\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000343o.fits.gz and 240101g200000002o.fits.gz (48.995 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000449o.fits.gz and 240101g200000010o.fits.gz (19.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000182o.fits.gz and 240101g200000481o.fits.gz (19.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000469o.fits.gz and 240101g200000233o.fits.gz (58.994 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000191o.fits.gz and 240101g200000043o.fits.gz (58.994 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000369o.fits.gz and 240101g200000415o.fits.gz (10.999 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000013o.fits.gz and 240101g200000414o.fits.gz (10.999 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000319o.fits.gz and 240101g200000464o.fits.gz (24.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101g200000338o.fits.gz and 240101g200000018o.fits.gz (24.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000118o.fits.gz and 240101i200000169o.fits.gz (48.995 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000166o.fits.gz and 240101i200000418o.fits.gz (48.995 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000045o.fits.gz and 240101i200000378o.fits.gz (19.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000099o.fits.gz and 240101i200000370o.fits.gz (19.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000347o.fits.gz and 240101i200000102o.fits.gz (58.994 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000186o.fits.gz and 240101i200000476o.fits.gz (58.994 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000004o.fits.gz and 240101i200000167o.fits.gz (10.999 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000345o.fits.gz and 240101i200000382o.fits.gz (10.999 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000125o.fits.gz and 240101i200000036o.fits.gz (24.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101i200000107o.fits.gz and 240101i200000124o.fits.gz (24.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000375o.fits.gz and 240101r200000344o.fits.gz (48.995 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000124o.fits.gz and 240101r200000200o.fits.gz (48.995 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000321o.fits.gz and 240101r200000048o.fits.gz (19.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000136o.fits.gz and 240101r200000321o.fits.gz (19.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000489o.fits.gz and 240101r200000446o.fits.gz (58.994 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000386o.fits.gz and 240101r200000314o.fits.gz (58.994 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000149o.fits.gz and 240101r200000456o.fits.gz (10.999 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000312o.fits.gz and 240101r200000382o.fits.gz (10.999 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n", - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000166o.fits.gz and 240101r200000194o.fits.gz (24.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/opticam/utils/data_checks.py:205: UserWarning: [OPTICAM] Large time gap detected between 240101r200000472o.fits.gz and 240101r200000358o.fits.gz (24.998 s compared to the median time difference of 1.000 s). This may cause alignment issues. If so, consider moving all files after this gap to a separate directory.\n", " warnings.warn(string)\n" ] }, @@ -102,7 +110,7 @@ }, { "data": { - "image/png": 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", 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" ] @@ -121,7 +129,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "[OPTICAM] Aligning g-band images: 100%|██████████|[00:02<00:00]\n" + "[OPTICAM] Aligning g-band images: 100%|██████████|[00:00<00:00]" ] }, { @@ -137,7 +145,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "[OPTICAM] Aligning r-band images: 100%|██████████|[00:02<00:00]\n" + "\n", + "[OPTICAM] Aligning r-band images: 100%|██████████|[00:00<00:00]" ] }, { @@ -153,7 +162,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "[OPTICAM] Aligning i-band images: 100%|██████████|[00:02<00:00]\n" + "\n", + "[OPTICAM] Aligning i-band images: 100%|██████████|[00:00<00:00]\n" ] }, { @@ -167,7 +177,7 @@ }, { "data": { - "image/png": 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" ] @@ -186,9 +196,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "[OPTICAM] Performing photometry on g-band images: 100%|██████████|[00:02<00:00]\n", - "[OPTICAM] Performing photometry on r-band images: 100%|██████████|[00:02<00:00]\n", - "[OPTICAM] Performing photometry on i-band images: 100%|██████████|[00:02<00:00]\n" + "[OPTICAM] Performing photometry on g-band images: 100%|██████████|[00:00<00:00]\n", + "[OPTICAM] Performing photometry on r-band images: 100%|██████████|[00:00<00:00]\n", + "[OPTICAM] Performing photometry on i-band images: 100%|██████████|[00:00<00:00]\n" ] } ], @@ -275,7 +285,7 @@ "outputs": [ { "data": { - "image/png": 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BxyKJgLsdE5GXsQ8kp+N3mHhN4U4M7FFOTu/82XGRWzj9WCQiIiJyKumaYmBgwO6mEOnCawp3YmCPXI0dFxF5ESc1iIiIjCNdUwwODtrdFCKiERjYIyIichlOahCRyDj5QEREZBzPBvaCwSACgQDC4bDdTaE8OPgjIiIicg9OPmjHcTERkbuFw2EEAgEEg0HF9xllYnuE1tTUBL/fb3czSAFp8FdVVQWfz2d3c4jIIu3d7WiPtaO6uxp15XV2N8eTYrEYOjo6UFNTw/6XiEgAHBcTEblbKBRCKBRCNBpFZWWlovt4NrDndrwYIyIRKe2b2qJtuOrVqxI/dAIb5m+wqIUkxwtIIvfhGJGIiMhdPLsU162k9Pzu7m4ucSAi4ShdftXT3wMAWFC5AADQ299retuIiLyAy2CJiBK4tJ3cgoE9l+FgjYjSSf2CEwct44rGGfZYHLyRXdqibdh2ZBvaY+1o7263uznkUVIf6NQxolSegccQ8XxORuG1M7kFl+ISEbmMtMyqoqICAJdTSvg+kB3aom245LeXHP9FJ/D85c+j3l9vX6PIk6Q+cMaMGXY3RbX08gw8hryN53MiolTM2CPDuWUWzclZTmQ/OzN0OPtIJA5pWfmqOauwqGpRyu+InMiOzLn08gw8hrzJ6VmnRuE1ChGlY8YeGc4ts2h6XkdbtA0H/nkguaNnoCJgUitJRMzQMc/enr08rjRgsXz7NVQ0oK+4z+5mEGkWi8XQvLMZX2n6SuIXGs5t6RnlahlZnoGcx8lZp0Zyy7WWW0ifB8dYZCfPZuwFg0EEAgGEw2G7m0IuIwV1lr6xFPd03oOrXr0KbdE2u5tFFmKGjjn29+/H0jd5XGnBLE4i0isej2Nn+04A2jPn3NIXMWPKmaSMv2g0ys+PDOOWfo3EEQ6HEQgEEAwGFd/Hs4G9pqYmtLS0IBQK2d0UIXk51V1aYrK3Z6+m+zOoQ5KGigZMKp6k6zG8fCymiw0lBuBcikVEZC+vZ87ZcSHP8YB+0ufW09PD95Js5ZbSVWSOUCiElpYWNDU1Kb6PZwN7lJtXZx6k4sz3dN6DpW8uxf7+/Zofy4igDpFXj8V0rV2t6OzvBMALSvIe7gZKRBwPGI+Zl95ld6CcxzMZjYE9Ipn04sxShhAR2cNXmKhVcufmO7H+0PqU3+XD2VAx8HPQRz7hxCXoRGQEN/XLel4Lgyvexc/e+dzUjxmBgT2iDJgRRCSG6lHV2DB/Ax6b9xhWTFqBxz79GKpHVSu6rxGDNg4a9NPzOegtjeAG3A2UiIxm51Jio8+nDNAQeUN6H8JjPxV3xSUiIqHVldcBALp93Zg8ZjK2Yqtlz82d5+wjZaoBADqB22tvt7dBNuOEExE5Gc+nRPpJO4sbuQOvGY9pBvYhuTFjj4Rld+0DIspNzey7F49nZvvpw9IIRCQKI85hItTKFOFczLp22hmZxc7PwZnMyFKzMvONY2PzMLBHwnJTem0kEmEHRq6j5hh10/GslBmv2Yt9CTPViMhuevtzUWplinAuFqENTpRpgz89wTl+Ds7m1MBs+veOgT7jeDawFwwGEQgEEA6H7W4KmcCuGclYLIZIJDLi9x2RDp44iWySPohw6mAIYF9CRGQUKy8o3VYrkxfj1suUxc7gnHeJ8Nkb0Q+I8DpEFA6HEQgEEAwGFd/Hs4G9pqYmtLS0IBQK2d0UMoFdnUQ8HkdHpMPS5ySi3LIF9jiIcJbO/k5sO7KNu8ISkSHsOBe4JQOZ51H7uOU7RMawc7Ka/YB5QqEQWlpa0NTUpPg+ng3sESnl5OweIiNwZl4/EWorOZWvMFEgef2h9Vj6xlJc8ttLGNwjIiIiW4hQq1LC4BpJGNgjw4jUyRmJHSY51d6evYYUWdZyDDCQdVx7d7sQtZWcqnpUNR779GNYMWkFVs1ZBcD5y9gABsyJ9OiP9/P4UUDkfoYT52Lg56Ce0deGIh+n5BxCBfY2bdqESy+9FLW1tSgoKMCzzz6b8/YdHR245pprcPLJJ6OwsBC33HKLJe2kzBgAI8rO6k0P9vfvx9I3l6YUWbaKKEXCRdHb3wvAntpKbumXJ4+ZjDpfHRoqGuxuimHc8tkQ6aE1qNDf32/J8eP0SWsl/YxdQQX2gWLg56CdnRPoTufF12w2oQJ7PT09mDlzpuINLWKxGCZMmIDbbrsNM2fONLl1ZCbOVJDbWb3pQWwocSzJiywD1hxrbisSbhS1dXHkm/FUja/S9JwcOBGRHmafM5QGnjJtTGYFI/pQO9uvBM8TROrZOYHuBux3jCdUYO+iiy7Cd7/7XVx++eWKbt/Q0IAHH3wQixYtQmVlpcmtIzPx4CYyR3owSc2xpjdTgQWe9ZFvxjO+arzNrVHP6ZkuRG6h51gUYXymZGMykSeIubEakfjUZg9nm0AnsotQgT0rRaPRlH8iDgTIXVjDgtQQISgiwgUdiUVN7UR+f4jE4IVj0QuvkcgI0nlc7/JRt9Hah4gyic3rTHeIxWIj4lRKeTawV1dXh8rKyuS/NWvW2N0kcjkOOkkNfl9INCLVToxEIhgYGLDt+YncToTJJREZVVOLyA7y8ziXj7qLmusGbnAnrjVr1qTEqOrq6hTf17OBvfb2dhw9ejT5b+XKlXY3SQjpAzlpACPSgS/ycgsis4h4LJKzqe1LRaqd2BHpwODgoG3PT+R2Zu366ORAIWtqkdOln8e5fNR7RJqkpZFWrlyZEqNqb1d+3efZwJ7f70/55/P57G6SEOQDOfkARqQDX81gk8EQcgNRj0VyNqcvOyEi5xApC11rkJE1tczHyXtr8DzuXSJN0tJIPp9vRJxKKc8G9ii/9AGM0w58BkPILZx+LFKqSCRi+kWL0TV04vG47l0dvVj/RfTdMIm8SG+QkUER84gUAE4nnVfjw+K1jUgt9mPuI1Rgr7u7G1u2bMGWLVsAALt378aWLVuwZ88eAInUxEWLFqXcR7p9d3c3Dhw4gC1btqClpcXqpruaUw98BkPIbZx6LFKqjkiHqRctZtTQMWJXR5Ev2Mxixm6YVgSGiczGWnXacTWK9eTn1f0DXIJN7hGJRDw1LnOzUXY3QG7z5s2YN29e8ufly5cDABYvXox169aho6MjGeSTzJo1K/n/zc3NePLJJ1FfX4/W1lZL2kzGki78ampqkr+TBjDV3dUIVARUPyaDIUTkJfJlFq8cfYXLxVymI9KB7tpudHR0oKamhqVEyHH29+/HTW/elPihE7i99nZ7G+Qg6e/dz4I/w+zG2ewHTCadVxdVLUL1qGqbW0NknI5IBz4x/hN2N4MMIFRg7/zzz8fw8HDWv69bt27E73LdnpxHCuxVVVUBGDmAef7y5zGugIE6IrJPLBZzRFBF76RGW7QNB/55AO2xdpT3lBvUKjKC/Fwp8neQxCRNmJYfKceE4Qmo99db+vzyFRVen3xQez5Jf+92tu/E6XWnsx+wyKTiSShBid3NICIaQajAnpWCwSCKiooQCoUQCoXsbo5hpPoPhdFCWwdtQGr2ndYBR/oApqe/B+NKGNgjUquzvxPbjmxDWXGZ3U0xlfwiySxeCKq0RdtwyW8vOf6LTmDJ+CWWPT9r0xGZI33CFEhMmtoxThRtRYUdkzZazyeivXckPp5XM0tOdHAC01ZGxA3cJBwOIxwOY3BwUPF9PBvYa2pqUrXLiBNI9R8AJAdrdg7ajLz45QCGSBtfYeLYW39oPda/sR5A7mVPZgfG1GaK1NTWoKSkRHH9j/SsX6NkKhPgZtKyo1VzVmH37t1Yf2i9pVk1ZtSmE0kkEsHE2ol2N4M8Zm/PXrTFEhuJLapahKlTp+LOzXeyBvExVk7a9Mf70draioqKClOfx63kYwm3T1gaxe3nVS1YFsAYRgTlvDBproaUfBaNRlFZWanoPp4N7LmRvP7D3Olz0dbahtITSw0btEUiETSWN4442KRAAAcnRGJo725HZ38iql89qhqPffoxbN25Ndkf5ArQmBUYA7RlitTW1sLn8xlS2FfPrKzR74tTZiYbKhrQV9xndzNchzVtyGop/S+Ael89Gioa7GuQx/X3JwJ7M2bMsLspjpNpLMGADGnBsgDGYFBODAzsudCk4kmY7p+OId8QyisSF7DZgnJqdEQ6EG+Ij3gM6WDm4ITIfimZu0hk7E0eMxndvu5kf2AXacBkR6aI2llZsycsrB4E6d2EiIicTd7/zjtlHro/6ralHXt79iYnnqzm1olop0wU6SF9dkcLjmbMOvViQKazv5O7ShuEK8PIDQrtbgBZoyPSYdlW1tIFpBtONjxpktPIM3cf+/RjqC4Wb/e2ScWTLM8Ukc/Kyn/ORrpQMrvflJ4nFjPvomT/wH4sfXMp7um8B1e9ehXaom2mPRdlV1xcjJpabyzlJnFNKp6EyWMmq75fe3c7th3Zpisot78/0RetP5QoCyGVijBTLBZL9rFW9etWM+p1WXE+Ukv6/Lq7u/HX7X/FFzd+Mfn98WrWqbzEytI3l2J//36bW+QuWo+Dzv5OtHe3m9QqovwY2CNDSYO2ezrvcfTJhidNEoXW7AatF29KSANtJ14ciTYra8WFZnpQk/W07FFcUoza2lq7m0Gk2v7+/bjq1auw9A19QTl51uBjn34M1aPMn3gys4+1+kJeXmbDDCIGPuVtGvH90TFx6eQkBKnEyqKqRQDyT1SSOmqPA/k1Y67JU/kkA2Un4gSDUzCwRxlpDSaozYoRlZknTXZYzmPXydiO7IZcpO9ud3e3cIN/yk+0oCYROYM0Blo1ZxVWTFqBJ85/AjOnzNT8eHomnqrGG1//VS21F/JGnCulMhuijAfyMXPcpPX70xZtw7Yj2/BB7wcpSQgf9H7guEyryWMmY1LxJLubQRh5zZht8jQ9YNje3Y72WCIT2mnfPzOJOMHgFKyxRyOkF1jWMnhw4gVk+jbwmU6a8h1DueuPd2j9zJJL7zROsKfXRNq6c6u2BzII62kSEXlXQ0UDun3dmDZuGorLi4F3rG/D+KrxKT9L5yUr6+ZJF/Jv/OMNrD+0Pu+FvBHnTHmZDRHGA/mINtZti7bhkt9ekvK7K8ddiacPP41HDjyCR159JO9mXuQuHw98bFgGrNpAa0o9bG4Ao5kUHGX96ATPZuwFg0EEAgGEw2G7m2IZpZlidiyVEIGSbeDVzCKwnhIZtfTOzGW1VohEIrbMvEknfD1LbZy8XEcUfA+JyCx2ZXfYlTFl1HhA6petXkps1rkg37JoKTAqZZ0+9unH8NmKzyrKtCJ3autqMzUDNlvWajwex/a27QAS19qr5qxK3N6hq9ysJPUh7d3tyeCoW+tHh8NhBAIBBINBxffxbMZeU1MT/H6/3c2wlNrZM2nwsBX6ZgW9sFtXJsmgjg0z2mSf9MxPSmze84nxn8h7O3lGbDYlJSWKsiDbu9tTZkOXjF+iosUJanfSpZH4HhIRiSW9X94wf4Ppz5meoXR77e2YAf2ZjGXFZQASy6LXv7o+b9adlHU6ecxkbMM2Lmn1sPqKeqyYtAKnNp5qSgZstutueSKJ2s3k2qJtOPDPA2iPtaO8p9ywtkqBfpEz39L7kB+c+wMAifJfrxx9xXWB+VAohFAohGg0isrKSkX38WzGHllHy2yqEbuv5cMipmQGJZmflEq+653032zB0ZKSEkVZkL39vQD01fvUWzNUmlls7WpV/dxm6o/3W5bh4pa6qyIQobYYkRU4PjNPe3c72mKJzBapX5bOl/no+Vyki26jzwV15XXYMH8Ds+5ItdGjRqPOV6cqA9bOzeOk5eRL3zB2k8r9A8c3vlSS+WZX/5zeh0g/O7H8l1k8m7HnZaJn0O3v34+bXr0p5XdmpEjnymCsqa1BSUmJYc/V2d/JZWjkabk25EmvQ5QpOFpSUoKGhobEcaliPGXECV/LY2SqnyJKsfP+/n7LayVy4KWNPAM4vbYYUT5SFrSV9eeMIFp9NkDZpnJG1GE2U8p5CUBNsbpyMfLPRSvpXGDkuLiuvM6QrLtIJILG8kYhPzuzpH8Oon+H7WZnrWn5cvLdu3dj/aH1hgTI5ROwSjLf9PYD0qS3lHEoZQsqzUDkeDI7BvY8SMQBk5x897W+j/pMS5HOpba2VlNgr727PWXgN6Z4DIBjSwTeXG/Y0gMiJ9k/sB/3vHlP8mctAS6fz4eGhobED93q23B48LD6O+mQUuj8jHkoKy5D8/vNuh9XqiMk6lIJ0k9+YcUMYNLD6Rse2bExRiZKN5UTfXytdgOOXEEerUXr5TsKS+NiecKBnToiHYg3xIX87HLRMi7I9DkA4n+HKbGcvK+4D4CxAXK1AbP27nb09veqCsqlT3pfX309Hn7z4eTPvE7Wh0txSVgNFQ2qU6Ql6QE2iZnpw1JnJRViHVM8BvX++pQlAlyGRk6UbfMDpcW3R2zIU2zdhjzS4PWVo6+k/GyVScWTMGPsDNSV1ym+T6alHvJJAjcWCc7F6Axq0dm1GQCRaMw+FpxwDjNKPB5PZv8q3YBDev+lMhnS5yDVsFWzdE96bmlHYfm4mH1eZvmuWeTBObXjgkyfg5zSDRfJHvLPfumbS/FB7weWrgzb378fV716leplwenLaY8OHE35mdfJ+jCwR66THmCTX8hrHTx09ndi25FtinbcWlS1CBvmb0gW7zVqiQCJye21gPb3H6+9IT9xy3+vdEBpx+6+0uBV2gVP2uU73w56dsrUT03xT/FsHSGtGdRERNkYeQ6LRCLCjwH0ZP+mn5PSa9gqWbonf25uWKFMvmuW6uLqnLv65huf5vocGGzNTcnSfDNJn/2XJ3wZAPDIgUcMq7knyfX9ka+uU5K8Ij1Wf7wfwMjsQC3Law8eOqj6Pm7HwB4ZFpiwu5OTyANs8gt5LVJmRN5YiqtevSpvpzmpeJKq7BxyNjWDH5FmQJW2JdvmB+m/tzvQlKug8eQxk5PZv3pmuO3mlEkCO4tLO4nSbCEikdkV1Grtas2YSa6UkeewjkiH4v7OTZvgGFHrygk1qOUZhyKQZ7EzOGc9aVIgUwKJHvIJZyXX5pPHTMbpZafnzLzUQ8n3p6GiQdG4VHqs/v5+w9p36OAhwx7LLTwb2AsGgwgEAgiHw3Y3xXZGdPxmdXJ6GJEdJM2IrJi0AqvmrALANGHSprO/E7uP7BZmkKX2uM82gBeliK3S15Nvhpv0y/dZiBTgtovaXeiIRKUmqGUEqSzBnZvvzLkETOkEQ75zWLbSLlpxE5yE9KWERmYaGU20WqdmZLErWZlECUYvzS8rLgOQOuGsZozu5AxYq+tfO0k4HEYgEEAwGFR8H88G9pqamtDS0oJQKGR3U1xhRCenI0tONFK2T0NFg91NIQGozXCV10YTZfCqZIa8vbsd245sEyIL12hOGQQZlQUt2sCJWQTiZbwSZWPFaox8pRHkbZjin4LnL38ej83LnaViRD+Tq7SLlfRkjEmbXOQ65+vNftQifZKNk+bZJbOd4sZlO0m0rEyihGwJJP3xflV9T115nedKrdhd/9oJQqEQWlpa0NTUpPg+3BXXw8zYbUzq5LZC3S626VtfE4lK7Y5h0gYqLzS/oGpreiOyBEpKStDQ0JCc2ZXPCsp3QUu3v38/bnr1ppTfuf2km2v3PyOUlJSgprYGUPiRpu/CKAWI85FfAGodOBm17MjIgID0XT5afNSQxxOFKBmv5G5aj8X0fqisuAzdCrYlV9qfpuzM+ep6PH/588n6xNnaIG1MNq5gHLYWqxtrqpW+i2z3Rxq2ZIey91++M2z6e6Y1Yyx9B8ol45ek/F16/+/cfGfyNtnGBWZwyiSb3aTvRvk046+RpADr1p1bUXpiKe7cfKeng6xGLA3v7+9XvRu5U0qtKJXvHCDVv966cytObTw17w7dpAwDex4mnSjUdDxmyDfwUEO0OhjpnFBLhIyn5oQdi8XQvLMZX2n6SvJ32QIy6SfO9O+/FAzp6upKtkNJkFFeFLfvoz7NJ92q8VWAWMliWakN2Krl8/lQW1sLvKPs9vIs6IWzF6LeX5/8HHORXwBqHTgZsewo/WJcb2DY5/OhoaEBLYdadD0OkdfoORbT+6G68jrsR/5sHqX9qRRUeOMfb2D9ofUZM1Uy9YWZSDUrq7urEagIKHl5KSKRCCbWTsz4N2nSehu2qX5cpZM0ZpyD5DtQvnL0lRHn/OriamyYvwG9/b144/03VE0+kngikQgayxtVf38mj5mMbl83yiu8m1yRMsmQY+LbCrn6IqdQ0p9J3zstCUGUmWeX4pI40re+1jOoEK0OhsRJtUTIXvF4HDvbdwLIX78jfamRku+/miBjQ0VDctMJLdxeS8jIWnHZHkvvZjzyjUOspLU8g9K6WJ39nYgPe3cpL5FSRtSDMnNTMKVZW7naYETNSrNqBcrf/w3zN2CKf4qy++nc2E4+0ZcrM7iuvA4zxs7QlS0k6q7ARm0O6BTZvsMsf5GfSEvD9fRF+coakLsxsEdJdtfUUrIkKRKJOPLEJNIJg5zDiA1grCZ61qyRjBws2zHwtmJXVrXf4Xzvg7xm5f4BTpDkIl3UDgwM2N0UEoDaY9HoTSOMfjw5tTUrragbmE5tcFTvOcHKiW6rN1BRSnoPu7u7PTMuyYSBPWW0LA1PL3ljF3kCSa7JDS+N0b2IS3EJgHNqanVEOnBC6Qm6llvYhbVEyAtEzZqlVCnLwzqRsbZVNkYusVZb21CqWdn8fjNOGD7BmEa4lHQxNzg4iFGjONwj5VJKpED/eNDox8tGyQSx0WUCSHwcl5BZ0kve2EVJWQOAx4LbcaRHADLX1NJaJNhM+wf2454370n8oPJilIjMI+0CZuRmPFaQatJYSYRam/IMl1eOvqJoFzZpd109S6zTX7uWulJ15XXY79vviOVVHw98bHhmkAjfH3I3ozaNMOvx9JAvjZ13yjzV9WNFydBxo/budvT29zpy8t4IZm/iJVdTW8PvsMvIE0iU1FuUJmmlsR05n2eX4gaDQQQCAYTDYbubIpT0mlrJnRwFkb7cYnvbdiEu7pjaTF4n7QLmtKUeVi4hki8jFaXWppIMl/TddaXXoaauklfrjLZ1tWH9ofUAlO9snE2+74/X6kmR+YwuByFSeQmtbWFgzxz7B/bjqlevwtI39NVKdDIrl8zW1tYq+g5LbWJJB2dRMratn5RIjJHGdsxeFks4HEYgEEAwGFR8H88G9pqamtDS0oJQKGR3U4RWUlKS2MnRQkpmDqSLUVHqejC1mcxmVpDdyA0gKDdpGakRtTatLFYuLfFYMWlFSvF3Nf2vV+uM1lfUJ983vdnlU/xTUr4/bbG2lPqIrKNE5D2iZPDqHUvIVw5JfZySTHIyl7ykA7mLNKZYMWmFqk3OyBqhUAgtLS1oampSfB/PBvbIGukDjlwZBelZIWXFZbqfX7SMQyKtzAqyMxigjrTJUHusXdPFlJpdiXOxelJD2l1X7w692V67W7+Ho0eN1v2+ydWV16HelwgQ5iuSTUTiau1qRXusHduj2zWdTzJlQds5UWdUH95Q0cB61EQGUNIf1JXXpazUA46X1rFjPKZnokLU3bmtxBp7ZAr5gGP9m+txe+3tAHLXU6oelcjo2LpzK2afMTtRRwn6lmslgyHvJA74ibUTdT0ekduZuXOhFaSdXku7Sg1/bGmpUFInkn2biKyooSP16XprAkmPM2PGDAD27FppJT01bZQWySYidaTzh976blJ/lqnmrLSk/s7NdyZ+IXVzKs4nJSUlOHv62Xji5Cfw6gevYv2h9YgNxVLG2GSOmtoaYJ/drdDG7edVSqWlhjFwvLSONB7T8pxq621nixuo0RHpQLwhbnp9SpEJlbG3adMmXHrppaitrUVBQQGeffbZvPfZuHEjzjrrLPh8Ppx00klYt26d6e2k/LQuu8qUFWJU1p0oy3bJndyQcSTtXCjVBDMia9ZK+/v3Y+mbifo80kWTkTVDMi0VEnlJqdIaOnqY8b2XPkejatOJRHotemvacJd1MpIdmQ6i1arbP3D8/KE3EzZXv1jvr8fzlz+Px+YlyhuEPxlWfT6R3rtp46axH7BYbW2tI3cZd/N51c2cVC6ns78Tu4/s1jQm9Gq5FqMJFdjr6enBzJkzFW9osXv3bixcuBDz5s3Dli1bcMstt+BLX/oSXnnlFZNb6k2d/Z0p9XzyMerCI98SRCd1euRebgjsyXcu3DB/g2HLB60i3+3wsXmPYcP8Dagu1lYzJFPmopRlZdRSIVFqI4lG/jkaUZtOJFKdRda0ITtJgaHi4mIA+ic+tYzD7Ajs5cpIT9+czcxM2Hp/PWaMnYE6Xx2m+6e7KjjnhrGQk2U7Ft18XnUz6fPs7u4WdpNGozZH44SlfkIF9i666CJ897vfxeWXX67o9g8//DCmTp2Ke++9F6eeeipuvPFG/Md//Afuv/9+k1sqtkzLr/RcQMp34ss0i2n30j0OIohyU3sBNal4kuOCenKTiiclLpo0vob0zMXKUZUAjKv/acYOsVL9UqP7weLiYtuyapz+PcwmU00bIislA3slxYY8nhPGYe3d7Sn9erZsWSU7hYtIlIkis74LVi8jdeou4/nef7eeV/UQLXs4E5E3aWS2nTiECuyp9fbbb+OCCy5I+d2CBQvw9ttv571vNBpN+ee0jjuX2tpalJeXo6GhAZVliQtSPReQ6Ts5bm/bnny/0i+AuVU2kXh8Ph8aGhpy1p2Ix+PCzgZaTZ65+NinH8MnSj+Rsius3kFx+iCoLdam+4LMrIup4hL7AntEZKxcF7BuXf0g1c1rOdwC4Hi/rjWbWzRGTxSpXZ1jtvbudnzQ+0HKMlJfoc/0YIydwWonBMrdJNN3SbTjQHRGZ9ulv/+xWMwz1yixWGxEnEopRwf2Ojs7MXFi6mYIEydORDQaRV9fX8771tXVobKyMvlvzZo1ZjbVctKF/PTx01OCclqj6PKdHOVLNtIvgN0yUCKS+3jgY7TH2oU5ySuph6R24wQ1s4F6Zs7Tl4BZSUvmopRVZcSusHKTx0xO2d3UqMy9bJTUKjUr64+IxCD1gZkmecwKJth5QZap7mq9r95V2bJGZcvIA4Si7La9J7oHV716FR458AgA4MsTvownzn8CZ08/O5nA4MZC+UqORSdkmTmRmcdBe3e7ph2wvSTb+y9yxqLR1qxZkxKjqqtTft3h6MCeHu3t7Th69Gjy38qVK+1ukmnkQTmzyC+AncrKJcWcCXKWtq62ZEFtIz83rUs9lNRDqq2tNWXAu+3jbSNmztUwegmYluc2eyCs9ELWyuUL+WqVAswSIKLctPSh6RdkVgYkjKy7qoVVy0eNyJZJPx/prTEoZUrqGTOlJw+cXnY6po2b5tqAnhpSAgcDe8Yy+jiQSCvc7um8JzGRO2DeRK6TmfX+O8nKlStTYlTt7cr7UOdt6yMzadIk7NuXuuf4vn374Pf7UVpamvO+fr8ffr/fzOZ5lhNnkaQOV5JrtygpKBeoCKh+npTtvF9dj+cvf159Y8ly9RX1WFS1COsPrUdvf69hj6tkK/qU48nGeIv03X3un88BSMycn3PyOdi6c2ve+0qbTjiBliXJ0udYU1MDn8+namaRxYKJyCmkYAIAoFvbY0jnNCPlO8dIdVcBYD+suaDe378fN715U/JnJ5SqMep8lPLaO4EN8zfoejwpeWAbtuluG1E+Wo6D5KqILHF8KUC1oHIBXjn6Cjr6vZF9poXXx8U+n0/zxIWjM/bOOeccvP766ym/e+2113DOOefY1CLxWVFc14m1CtJ3A6331494HVLBfD3p2ekzEdvbtmNgYMCgV0FmGT1qtG0nmVxLp6wkfXel3TxPLzs9b5auFCCXNp1wwoWNlnR/Zrq5tz4XEYlLOqfYcY7JV94gJVvQwFI1asts2CF9h2EjJ0SJROTz+UasipCyVncd3pWcMK4pTvQZThoXk3MIlbHX3d2NHTt2JH/evXs3tmzZgnHjxmHKlClYuXIl9u7di/XrE0vArr/+evzkJz/BihUrsGzZMvzhD3/A008/jRdeeMGulyCslEyxN9fj9trbMQMzst7eqKy79Aw1vbN2Rmnvbkdvfy/aY+2o7q4Gjr1M+W5R0sx0V1cXgMSS5g3zN+CF5hew/tB6zenB8pmIjkgHqlGNUaOEOhRJB6t3brPS5DGT0e3rVjxzPsU/BRvmb0Dz+804tfFUdH+kLMXDze+hCFq7Wg1/f+XZp0REVpAmnLbu3IpTG09VlEFulOSF/Du5b2d0tplZZTaUkAIVpV25V0VJ9O4wfPDQQV33z0W6zhkzZkzOTCtyLzXXurFYDB0dHThacFTR+Ck9a3XJ+CUAgOpRx/usM045A5XDlSgpKXHExLDa98AI/fF+tLa2oqKiIuttqsZXAc5ZGGQqoaIJmzdvxrx585I/L1++HACwePFirFu3Dh0dHdizZ0/y71OnTsULL7yAW2+9FQ8++CBOPPFE/OIXv8CCBQssb7vopMHPG/94A+sPrc9by8mopRLpzyvCrN3+/v246dXjyyPQCfzg3B8ouq8V9QrJudKX3mRb0i0FQXKdqNyirrwO+337c17YSAWFC6OF+KD3Azzy5iPJv+VaFm8FJ5YWyEZ6L6Ui8gBni4lIPNI5obynPO9t5RNOW2FdYM9r0gMVgPnnj0MHDym6Xb5lkHLFxYmd3svLy5MTUUoCtF5ixeouEaSUFsgjHo/jr9v/iu9EvnP8/jm+//Ks1VeOvpJy3S31WdPGTUteBzghsJfpPSgrLkN3jroMeq93+vsTgb0ZM7InI42vGq/psd1IqMDe+eefj+Hh4ax/X7duXcb7vPvuuya2yhmUFGuXZ4rp7bSlA7Xf15/3trnWytuxW5rUua6aswq7d+/WlX1HJCdferNw9kLU++sz3k46fqQTlbxGm9fsie7B1zZ9LfGDbFD+5Qlfxr/O+tes76ESRgTlpMeQMndFovZ7U++vx/OXP48D/zyArVuty3BxU3DUalZu6kTu8/HAx477/qTUPJZlulitP96PAwcPqLqPmoCk3eT9craggvz1yMc3886Yh7LiMjS/36z6ec1YSqw0exIAikuK0VDTkPFvempou4G85JCS1V1ek3IMnDJP0SoUvVmrVlEaHE+/zqkrr8tZtzT9escIzNDLTqjAHmmntC6U2iW5uZ6vtbUV5dP0DV7s3L66oaIBfcV9tjw3OV+uWSj5km41j+XFZYzy+pZzp89FW2tbctmumvcwk/Tl9E4glQlQcjGu5XtT76/HuIJxlma4iBwcFUUkEkFjeSN8Pl/yYro30ouv/+/Xk7exO3uVnKetq03zDuZaGJGNLkqR+f7+flXj0/budiECkrlIm4zU1NakZKxlCuylT7p9/oTPA0jdiKQZygJ78vIPtbW1GQN7dm6yJfWt8o3txhU4IyBjpPSSQ22xNkzrmWZ3s4Rj92YuUtapkQHykpISVZmraq9zjCRl6DlpYz6reDawFwwGUVRUhFAohFAoZHdzLKN2Sa6dzNgN1I7aXcxWcadkcPvEcsfM0Nsp23Eg1dCZVDwJ0/3TMeQbMnzAZOcxqCY7Yf/A/pTduQFnLpVllpl6HZEOxBvi6Ix1pgQHgNTsVQZHSY36inqsmLRCVY1TteQrQIzMzhCtyHyu80hnfydaDrcAyLz0zm7pm4xMr5+et06fFGD9/Amfx3P/fA7P/fO5lMdS87zy8g/pExTpbZOyxqxU768fUUN7XIn9gT2ppqGV48u68jrU+xIrJeRJIJWotKwNlJuUdeqk8UCu+pxqx+jpG/O5ddIzHA4jHA5jcHBQ8X08G9hramqC3++3uxm2SF8aK2qh+pTaBwaMR/cP7Mc9b96T/Fk+eDCzQK8Ts4ZImWzFcXMxo3aJ1iwJK+uoZKvbqbSGTj65gklq6qgYTU2hc3mZgL6P+kZcjKupI2SXlKwV2H8x7jTyDFZpudv+bfttmxknZxs9ajTqfHWmZJekZDmZsGxPXmTezMCkUpnOYfL3AMdOZVJAUiTy93L2GbNVlbiYMXqG5s+helQ1NszfgN7+Xmzdevy5Y7FY8kJevgHK7DNmo668TnEmoJFy1dC2Y7IqfXx5e+3tKIfyAJ98k8BsgcFsARUnJYG4lR1B3WxtqO6uzro8XUlQLlN9zsa6xuR91K7qkG/MN/uM2ckNMN1GSj6LRqOorFQWWPdsYI8SMgW7chXBdJJkpsyxbL9MdQGkwYNRwYWU5yXXy1UcN51Ry+AzUZslYdcu2WZJqckE5weTGioaMu4+rKaOkF2kDZLy1aCRahkxYJWZfLlbrvo1RHZJz3Iy4+Jf7U7saumdLJHeg+b3m3HqqadqrjtnBem9VNrnyie8M30OSt876fnkz50+4a22bbnIyxoYIX2yyqrsIKXjy0yfQ6ZNAjNNPOdKPMhVH53MlXJtfiyom2mMbubYPD0Yl215upLklfT6nBNOmKB7BYK0MV9deR3a4+2aH8dtCu1uANlLfrBtmL/BVRdZ2TJl1NYFUNtxqsnQIXdQUhxXmgFdVLUIAGydAVXbFtEDe/Isp8c+/Riqi6ttbhFJNWjSyYPKV716Fdq7OSAjEkk8Hle8qVmuLCez5TsvKcmyStaV0qGuvA51vjrMGDvDlDF0e3c7th3ZZnnGWL4J7+REk2A6Ih2G7jAqn6zaMH+Drg29tJDGl539nWjtah3x90yfgzz7X4Qxpxvl6n/kNSW1kAd15T+nk4Jq5eXlho/R09tgxCaT0oSl1ceQlzBjz+OkwpNGFMEU4eLfjHR5+TI+J2xHTuZq7WpFX6xPU3q8SDOgIrVFD/nO2koLGqfPcCtZsuIlZpZnSF/iI100eZETllaT9xixqVlyGdmRctNqpuXKFEnZ+AHOzeIekXkFd9WTEuG6QSm7NguQT4ZJy72Vfge4SaB5ci3Nl9eUVNr3ZBoPKN1R18yST1p39RVhKbEXMbDnUenFao0Y9GSroWUVu9LlyRtGFIFWseudmsGrnuC01fUyRQhMaLkIlS9pHbFhhaC7GSql9zuQsvwC5vSjbgkq66V2FzoiJ8hUT8nqPjWlVmWOkgByIuywKJUokOpZpdddVVsfzypa6/WyBnV+KbUmTz01uYzRSPIxKhMYtKv31+P5y5/HgX8ewNatiZqUW3duVXRfJ5RaUSp9KXG2/t9JgX2nYGDPo+TFakUoSmwEebr8wtkLTR/8GF3Hg8RWXXy8CPQb76srKKx08Kpm44H0LDOlARk1J9J8t80UmBB1M55s5BdOu3fvVl0rysgNSNIvLNUOejJ9B5Q+RiQSwcTaiSNqkVp9Eem07w8RpZL3IVOnTsWdm+/UvQxQ6wWgkizu9B0WM513za6dnFL39tX1I+pZSXVXRSuXY/YGKpQg1SCcMXZGzk3Sco1HcgWuuTLJOPX+eowrGJesSbkVygJ7ciJMMuihtD6knRvbuRUDex5mdlFitZQMnJR0dlaly3dEOhBviDOw5yHS92prsfoTtRLy4PT80+ejcrgy4zGRK8ssX0BGzQy52pOuFdleZlG7ZCXTBiRapWdQS5sYqc2CzhaUU/IYHZEOfGL8J5I/27HsKP3749Tlc1qpqW2mRHt3O9pj7Thh+AT44K33koyjJ6jWUNGg6PHzZX6buSIkZQOMLBk2ZtdOTi9R0NPfg554j65JDjXZ/1o/Yys2UNFD6gMLo4WunjBKD7DKM6TMWKHlVnZnkCmZZNDLyh2etS7jJe08G9gLBoMoKipKbiVM9qutrc3amVrR2RGJYlLxJEwbNy3rzGyuLDO76sDI2yUPLLl1iU36hZieCxp5BvXsM2YndvvSsROqnd8BOSWDZHnNypSd0xQun3MTI2qbSeQ7Rd9SdQsqkD3Lg9xPzwWr2WVWRFiCJu2wqDXDJh8l77+8REF6jUBpskep9Oz/xrrGnM+tZ0msnRuoZBOPx/FWy1v4StNXEr+QxTFEnnD8eOBjTXXJcgVY3bhCyyx2Lw1XMsmgh3xcAIh9LBAQDocRDocxODio+D6eDew1NTXB7/fb3QxSyOzOzgp2zwSR+4hUGFm+C5gogSUl9Cx5MLJWnJRBrfR9M3IJsFb52pArIJCrZqXSTVAoO3mNsepR3CXa6+yugWwFeebfwUMH7W5OCrXvv/z4XTh7oerJnvTSNIGagGsn2TKJx+PY2b4TQOI9mDt9Ltpa24StUShp62rDPZ33aKr1myvAqneFVmd/J04YxcxvK+iZZJD3genjs1gshu1t2wF4Y/LdDaTks2g0isrKSkX3KTS5TeQwIgef6srrUOerw+Qxk5O/E+HiFlCW2izNBIn43hJpJd8FbP2h9QCckVGbngVs1s6NRpMvuVn65lLs79ee2ZccBNrQBqlm5WPzHsOiqkUAoDjrUTpPFRUVqX5et2qLtmHbkW1oj7Wjvbs9+ftJxZNQUsBzDonBzFp1yZqvAA4dPJT3tk4Yj+mdJHPSJJtZJhVPwnT/dNT56oR/L+or6lWfD80kLzmyf0D7WIOs4fP5ML1+OoCR4zP5igC39gud/Z34eOBju5thK89m7FFmTilkmam+VTns2VKbqc3kdHoC5Jl2AXPCUg95FrC0/LUZzboeMx6Po7W1NWdxa72MrGmkdVdWo9qQXrNSafakdJ5qbW3V9LxOlikgkb5sD53AD879gQ2tI7cxOhCXr1Zdf7wfBw4eMOz5svFCBqMdRJls10vaTMpqo0eNFmpZs3wZ7wnDJ9jdHFJA9LqXZpBPNs/rmocJYyfY3CL7MGOPLNXa1Toio0AL6WQjwsyWfMnEhvkbhE7zJ5KTB8iXvrlU84xsvb8eM8bOGJFRKzopC9iomUspsJdrVzkjMkXsqGmU3m4tbcj22t1c3NvozKBMmd/SOWjVnFXJc6L0OyI9zN40Il1/f79hdSa9qrO/E61drZY+p1FjCUB7JrmROiId3B32mMljJqPOV8fMbweRj886+zsT2fxZrrszjVHkpXW0sHpXXymYuWLSCtRXePsanBl7ZIlM9ZSev/x5jCtI3TFHyUWQdJuKigpVu5Oa3dG4NbWZ3MvIDSBIGbuLM2uVK5tbaZZGttfu5uLeVmbBi1Rzk5zFLZlWIrHi4lY+ZpYH13BsJbJVkyRGjiVE2EyFyOlSVra9kSiTk6luo3yMMiZ2vLRO+uOoeU47Jmml2oSjR4227DlFxMAemUY+4JDqKfX29+KN9xMn/p7+HowrSQ3sKbkIkh5XfnHY2d+J0q7SjLfnjrpE2Rm5AQR5i5ElEfQW9/YaeZFsIq3kS5ikY3gGZmh6LAYHE5Re3BqRzSufLEmZIDn1VJQVl2H/NuvqonEsIQ6rM6bIXFr6Vnl/UHpiKe7cfGfegHum0jpqNqtMn6RVu9GlU2qfisyzS3GDwSACgQDC4bDdTXGt9CVDdeV1mDF2hqEnfvmFpTTDkD6IkqfoPvbpx1BdzB0CyRwcTHmDiIMPJRv4GE2kkghek8xqIdJBGh/pOYaNXIbpBlK/mG/MKY2Ry8vLDTufSMsmZ4ydYesKEo6F7JEeVHbKpmCUWXrfuu1jdZOeUn/QUNGg+D7ZSutEIhFFy9Ol59RSloebTKYKh8MIBAIIBoOK7+PZjL2mpib4/X67m+FIIs3KKp2hlG8fzmwQMprbaoSZuXOh2awIuom2nLa9uz1lAx8rv39mZWmIGDw1SsprYxknspnemp1uKulgVCasmgxk0c4nerhpLLS3Zy/aY+1ZVwOZTUtwVH5NJG0Kth/Hr4ncfF51I+nzfPvDt/HIgUfw3D+fA2DPJo0dkQ58YvwnLH9eLwuFQgiFQohGo6isrFR0H88G9kg9kXailZMGUDPGJpaPyE9iRFaoHuWOGmHSQNLqgulaZdq5ToTdDvf27LU0e663vxdAYgOfeafM0/z9s7rduYjwOZolpeSEM7sKcimtE7f5AvyiZHDlC2xo3SncaAcPHbS3ARq5pV7q/oH9uOfNexI/HDslWhWk1Bscla6JMmVsuvm86laTx0zG6WWnpwRsRdyk0eygsUjjU5ExsOcBRhxsJSUlOHv62Xji5Cfw6gevOn5WlshoVtYIM/oiKX0gacdsoBZmzyDKMxeV9qP7+/fjpjdvSv6c7b00YxA0qXiS5u9fyoUMnJ1pQUTqpE/cZiqyroW0FFCUc4uVm9nocejgIVW3FykTy6yxkJWvUbq+WVS1CPPOmGdpvUK3BEfJWLkCtiIwM/NY6biaGNjzBCMONvljsDgukTGkpR7lPcoyX9M3gjGqfkr68g0RZwPtIM9czHdBKGW6yC8IFs5emPW9FG35VcqFjI6sPxKDUzN+yB5mLaetK6/Dhvkb0Px+M88tJhLtfGIGO7LNJhVPsmU1EDeTshc3pxJLpnG1m/s6PRjYI0M4uSYXUT7ymWIlxWOVSF/qoWRpu1ToXLpIqiuvQzOaDWmP6LOBVlKTEZkt02VS8SRHvpd6sv5y7U5O1lKb8UNkVr1MqcaxXf2hSNlsomNAg0i2OZWBS/KlcaWTr5etWg6brR9y6rjaSgzskSGcUpMrH6s73M7+Tpww6gT44Pz3zs3k2VpGBfakGagFlQvwytFXFGdI2H2RBLj3QknLkmS9mS5ueC/lwU0cSv0dEZGdWFdMOSMDGkZMiLohGELelj6unF4/HSUFzvsuW1muxYzAqlcwsOcSHw987LiikpkK39stX4DSqNlM+YXwLVW3oAIV+h6QHEcasI4rGmdzS5STBurl5eWoqqpSdR8nDMq1LknWk+nihiVUSncnJyIymsi7TDvp/Gc0eUBVbWAvvezI9PrprkgeIGdqi7bhwD8PaLrOzjSujMVijusX9JRr0VMXvLWr1XHxDTt5NrAXDAZRVFSU3ErY6dq62hLZErCuqKTeZVcdkQ6cUHqCow5YI2YR5BuRvP+P93HC8AmGtY+speVklW3HMycsY9RSeNwpxcolTluSLMr3hruT66N1N1IirzNrl2kjLiiZLahNetkR1mYku+yJ7sHXNn0t5Xd6dyp22rhYTk25Fj07PEuxjDs33zni8bwiHA4jHA5jcHBQ8X08G9hramqC3++3uxmGqa+ox4pJK3KeAI2aOcy07CpXMDFbOn56Wq9XdrmRZ+gc8R1BLMbdhZ0m18kq33GWvuPZrt27AHAZo5yXsxyU0rP8VeQMF6+RzntG70ZKRNpkuqD0yvg0HyvPzSKUHSHq6e8BAKyaswp9H/Wp2qnYrWNZpa9Lzw7P9f56PH/58zjwzwPYutWbO0RLyWfRaBSVlZWK7uPZwJ7bjB41GnW+upwnQKOWfKUvu5pwwoScs2nZ6pMp3T3SLEYsq43H44hEIsY1ihwh18lKyQy9fMez7uJuTy9jzJT1yCyH/PQsfzUrw4XUkzJTXmh+wdDdSInsomfZlQjSLyiZMXYcz83kVQ0VDej2dWPq2KnoGtWlKFgnHS9OLrWSiZp+QM8Oz/X+eowrGMcdolVgYI80kS+7qqjQVx/Orl1u5MtqtQ5E4/E4OiIdBreMnEDPySrbY3lpGWN6DZ3GukaMGTPGlbObZvHi98aN6srrstZodOuMP1nDyu+PnmVXopFfUKoZn4p8vGptm1c2ruCOwAkif4dFwOA2iYyBPQ9ip31cenCByy3IqZyWJZFeQydQEwAAV5VI0Ip9NEkX006uxUP20/r90XI+0bPsKpOa2hrHTfaIvBmS2u+C9B2ora1FeXm5qZ+Dkec8rfVKuRNngvQ9ceIGDyQuo8e1HCdnVmh3AzIJh8NoaGjA6NGjMXfuXPz1r3/Netv+/n58+9vfRmNjI0aPHo2ZM2fi5ZdftrC1ziN12l48GNI7Aim4sGLSCmyYv4HLLUg1u08uTs6SqCuvy1tCwIukPtqpuwDafUy4Qb4d2onMkH4+yTfZmX6sTx4zGXW+OkweM1l3W2pra+H3+4XvC93W32Wa8NZ7Tsr3HhlxzpPXK1365lLsH2AGux5evlYk40l9gFF9udPHyWYRLmNvw4YNWL58OR5++GHMnTsXDzzwABYsWIBt27ahurp6xO1vu+02PPHEE/j5z3+OU045Ba+88gouv/xyvPXWW5g1a5YNr4BElimFmgV6SQ81NTTMuAAwOkvCafb27E3uXOiVJUOiY5YZkTPJzydKasuJnKFmFbf1d2bsSGvFe+TGeqVuCxo70cFDB215Xn72pIVwGXv33XcfrrvuOixduhSBQAAPP/wwysrKsHbt2oy3/+Uvf4lvfvObuPjiizFt2jTccMMNuPjii3HvvffmfJ5oNJryz8s7k7LzILKGWTOgWrIk3HDc7x/Yj6VvLk3sDAtgev10zt4REekgnU842eldTs2mz1WvVA+7xkt6n9cN4zy7HTp4yJbnFeGzS9adJEvFYrERcSqlhArsxeNxNDc344ILLkj+rrCwEBdccAHefvvtjPeJxWIYPXp0yu9KS0vx5z//Oedz1dXVobKyMvlvzZo1+l+AQxmdHusVWut4EInADcss5Dtrcym9PlbWaBRhwEpE5BTsM+1l97I/rZ+/G8Z5TuSW47WkpCRRd1Ljfd3wHthhzZo1KTGqujrlEyxCBfYOHjyIwcFBTJw4MeX3EydORGdn5m2KFixYgPvuuw/bt2/H0NAQXnvtNTzzzDPo6Mi9U2l7ezuOHj2a/Ldy5UrDXodTuPGgs+I1sY6Ht5n9HXPjcWk2u3bWdoP0ekq+Qp/p30G7L5JE5rRNcIhE5pbyDCL3mRyzmE/kz59G4ufFfkGPlStXpsSo2tvbFd9XuBp7aj344IO47rrrcMopp6CgoACNjY1YunRp1qW7Er/f7/ndF91WFwRgHQ8yn9k1hfR8h3ki1c6r7528npJUozFTLVIyl9pNC4hEJu9P4/G4be1QugmNV/t/I4haZ5GTJMfx+03kHD6fT3NQWKiMvfHjx6OoqAj79u1L+f2+ffswaVLmmgkTJkzAs88+i56eHrS1teEf//gHysvLMW3aNCuaTB5lVh0PIjXSB2siLKt36gDS7iUrRr1vWh5HqqdkxE6WpI20aYHRO7TX1NagqKjIkMciUsruc5HaoI4IGTasZ2WM9EkSK7LQRZDrNYrw/SZlzPyuMtjtfkIF9kpKSjB79my8/vrryd8NDQ3h9ddfxznnnJPzvqNHj8bkyZMxMDCA3/zmN/j85z9vdnPJYl44MROpYXcwKhO7L+islKlP0jpwMmrg7fT338v9vNZNC3Lt2ldbW4tRoxy/OINIkfTSAk7KfPX5fCPqWbllKbGV5JMkT5z/BM6efjbKy8sdfV5UQsTxIKlnRhC2rLgMwPF+sbGukd8TlxJutLd8+XIsXrwYc+bMwdlnn40HHngAPT09WLp0KQBg0aJFmDx5cnKzi7/85S/Yu3cvzjzzTOzduxerV6/G0NAQVqxYYefLIBO4cekwEdlHbxBJvgQpU5aAWdwc/OIyYPXs2rWPyGitXa3o7M9cU1sJeWmB2WfMdvyGSkqXEmfi5vNEPpPHTEa3rxvTxk1DRUWF6vvbldnk5c+MzFNXXpfSLwZqAnY3iUwiXGDvqquuwoEDB3DHHXegs7MTZ555Jl5++eXkhhp79uxBYeHxRMOPP/4Yt912G3bt2oXy8nJcfPHF+OUvf4kTTjjBpldAREROYORkgZQlsHXn1mStOrOIUNPIzqXDROQuUmbdnZvvHPE7terK67Dft9/zGypxMly9TJtJWUmEc3s66Ry9Y8cOu5tCCmUaV7m9X+RYMkG4wB4A3Hjjjbjxxhsz/m3jxo0pP5933nloaWmxoFUkGh7EROLg8Xg8S2DymMnYhm12N8dURl2AiHgh41TFxcWJGl3aE56IbFHvr8fzlz+PA/88gK1bt7oi246cJ9NmUl4nnaNbW1vtbgop5MVxFScyEoSqsWelYDCIQCCAcDhsd1M8xcjiwKLVk2AtFHIiowJyLM5MejAwrF9xSfGIGl1ETlHvr8eMsTM01Zkk+7mlD+dmUuR1eo5lt/QDIgiHwwgEAggGg4rvI2TGnhWamprg9/vtbobnJIsDv2Pt81rR0eiphUJkFy/O7JF4ONtKZA9eiLmHnZ8lxxJE7pAyHjuWtKq07iTHcsYJhUIIhUKIRqOorKxUdB/PBvbIPZQMZNjRELmPXQWu6TgGBYicjQEZ9+BYl4gk8vFZPB7X9Bh2150kdRjYI8fjQIbIWzjQGMmuABuDAkTEAH8qve+Hkyet+F2wF99/d5E+zzFjxqj+XOXXx1oDe6w76SwM7BERGYCDKetwoDESJzhIzsmBAXIeBvhTae2P0yettO4MbCeei/TTM57k++8u8s/TrhJi0o66XtgYzukY2CNVGLwgyszpgymnHdsiDzSc9l6Se7ghMED2MKvfYn+onHzSijsD20uEeoVElMDziDIM7JEqnJUlspdZJzcOJI0jfUZOw4GT82UKDOzGbrubRQ5g1viO5xZ1pEkr7gxsL6eex4nciMejMgzskW24VIhIPV4kkVk4cHIHBgaIiIiIvKXQ7gbYJRgMIhAIIBwO290Uz2Hhe6IEZki5Az9HvgdERERE6dwyPnLL63CKcDiMQCCAYDCo+D6ezdhramqyrQilGZx0sLHwPVGCdNxyabs4tPSlLFHATFIiIjKOk65riHJxy/iIqzqsFQqFEAqFEI1GUVlZqeg+ns3Ycxup0/D5nJH9VldehzpfHSaPmWx3U3TTuqRY6iCLiooMbhFZQc+gkwNWcTmtLyXnY39ARJSK52Ii59M7vuH4SB0G9og0kpYQa919UBq0jBrl2cRZR9Mz6Ey/L09cpAW/N+4g9Qf8HInEwf6ViCTFxcXsDzTQG6BngF8dRhRIE6MGPE4eOFUXV+OxTz+GrTu3JncfJNLCLWn6ZC1+b4iIzMH+lYgkxSXFaKhpsLsZRDkxsEeaGDXgcfp6/cljJqPb183dB4k0cHJgn4iIiIiISAQM7JHnMbhAZA9mRBARuQfHU0TkJlrrqBPZgYE98jwGF8jpeDFFRERG0HM+4XjKHZw6pnBqu0k8Ut10rXXUiezg2cBeMBhEUVFRcithIiKn4sUUEREZgecTcup3QGp3V1eX3U0hh6v312PD/A1ofr+ZddTJFuFwGOFwGIODg4rv49nAXlNTE/x+v93NICIiHThDT0RERERGqiuvw37fftZRJ1tIyWfRaBSVlZWK7uPZwB4RETmf0zfgISIiIiIi0qPQ7gYQORGzhIiIyEhazyss7k1ERETkbQzsEWkg1fFgYI+InI4TFWKQzis+n0/R7Vncm4iIiIgALsUlIiLyNKcWSvc6FvcmGokTFcTvABF5EQN7RERERA7E4t5EqThRQfwOEKVisNsbGNgjIiIyAAdOREREzsXzOLkRg93e4Nkae8FgEIFAAOFw2O6mEBGRC6itkUZERMcxqEJ243mciEQQDocRCAQQDAYV38ezGXtNTU3w+/12N4OIiIiIyPOYVUJERASEQiGEQiFEo1FUVlYquo9nM/aIiIiIiIiIiIicjIE9IiIiIiIiIiJKYokE5xAysBcOh9HQ0IDRo0dj7ty5+Otf/5rz9g888ABmzJiB0tJS1NXV4dZbb8XHH39sUWuJiMhqHGgQEREREZmHdSedQ7jA3oYNG7B8+XKsWrUK77zzDmbOnIkFCxZg//79GW//5JNP4hvf+AZWrVqFrVu34tFHH8WGDRvwzW9+0+KWExGRVTjQICIit+GkFRERaSFcYO++++7Dddddh6VLlyIQCODhhx9GWVkZ1q5dm/H2b731Fj796U/jmmuuQUNDA+bPn48vfOELebP8iIiIiNyGgQEi5+KkFRERaSFUYC8ej6O5uRkXXHBB8neFhYW44IIL8Pbbb2e8z6c+9Sk0NzcnA3m7du3Ciy++iIsvvjjnc0Wj0ZR/sVjMuBdCREREZAMGBoiIiIicJxaLjYhTKSVUYO/gwYMYHBzExIkTU34/ceJEdHZ2ZrzPNddcg29/+9v4zGc+g+LiYjQ2NuL888/PuxS3rq4OlZWVyX9r1qwx7HUQEREREREREREpsWbNmpQYVV1dneL7ChXY02Ljxo2466678NOf/hTvvPMOnnnmGbzwwgv4zne+k/N+7e3tOHr0aPLfypUrLWoxAVwqREREREREREQEACtXrkyJUbW3tyu+7ygT26Xa+PHjUVRUhH379qX8ft++fZg0aVLG+9x+++249tpr8aUvfQkAcPrpp6Onpwdf/vKX8a1vfQuFhZljl36/H36/39gXQIpJS4WIiIiIiIiIiLzM5/NpLqUiVMZeSUkJZs+ejddffz35u6GhIbz++us455xzMt6nt7d3RPCuqKgIADA8PGxeY4nAzEMiIiIiIiIiso9QGXsAsHz5cixevBhz5szB2WefjQceeAA9PT1YunQpAGDRokWYPHlysibepZdeivvuuw+zZs3C3LlzsWPHDtx+++249NJLkwE+IrMw85CIiIiIiIiI7CJcYO+qq67CgQMHcMcdd6CzsxNnnnkmXn755eSGGnv27EnJ0LvttttQUFCA2267DXv37sWECRNw6aWX4nvf+55dL4GIiIiIiIiIiMh0wgX2AODGG2/EjTfemPFvGzduTPl51KhRWLVqFVatWmVBy4iIiIiIiIiIiMQgVI09KwWDQQQCAYTDYbubQkREREREREREHhcOhxEIBBAMBhXfR8iMPSs0NTVxV1wiIiIiIiIiSuIGiWSnUCiEUCiEaDSKyspKRffxbGCPiIiIiIiIiEiOGySS03h2KS4REREREREREZGTMbBHRERERERERETkQAzsERERETkQawAREREREWvsERERETkQawARERERETP2iIiIiIiIiIiIHMizgb1gMIhAIIBwOGx3U4iIiIiIiIiIyOPC4TACgQCCwaDi+3h2KW5TUxP8fr/dzSAiIiIiIiIiIkIoFEIoFEI0GkVlZaWi+3g2Y89tYrEYVq9ejVgsZndTiFyNxxqR+XicEVmDxxqR+eLxONatW4d4PG53U4hczcvnNAb2XCIWi+HOO+/05JeYyEo81ojMx+OMyBo81ojM19/fj8cffxz9/f12N4XI1bx8TmNgLwfW3zOXk95fJ7UVAH7729/a3QRVnNZeJ3Had5ftNY+T2upETuvHnNReJ7UVcF57ncRp/Rjbay6ntddJnPbeOqnfddp767T2OomR7y0DeznwS2wuJ72/TmorADz33HN2N0EVp7XXSZz23WV7zeOktjqR0/oxJ7XXSW0FnNdeJ3FaP8b2mstp7XUSp723Tup3nfbeOq29TmLke+u5zTMGBwcBAB999FHezTPi8Tg++ugjK5qlW1dXFwBg7969iEajNrdGGSe9v2a29cCBA4Y/5sDAgCmPaxbR2yv/7J12rDnpOAPYXjM5qa1KjjPR+oxM/ZgI73e290n0flfOSW0FxGmvku8fz2nmYnvNZUd7tRzbvb29AICDBw8m/z+daO+7/L0VoT/LR22/a+f7zePMPG47p0mvQYph5VIwPDw8bFjLHKCpqQlnn3223c0gIiIiIiIiIiLK6q9//SuCwWDO23gusHfkyBGMGzcO7e3teTP2gsEgmpqaLGqZPtFoFHV1dYpelyic9P6a2dY//elPhj/mDTfcgIceesjwxzWL6O397Gc/m/x/px1rTjrOALbXTE5qq5LjzIy+U49M/Zi877BLtvdJ9H5XzkltBcRpr5LvH89p5mJ7zWVHe7Wce3p7e3HllVfi6aefRllZWcbbiHC+kJO/t6KdbzNR2+/a+X7zODOP285p0us5fPgwxo4dm/OxPLcUt6ioCADg9/vzfthFRUWO+ELIKXldonDS+2tmW8eMGWP4YxYWFpryuGYRvb2ZPnunHGtOOs4AttdMTmqrJNdxJlqfkakfE+H9zvY+id7vyjmprYA47VXz/eM5zRxsr7nsaK+eY7usrCzr/UV73+XvrQj9WT5q+107328eZ+Zz2zlNimHlws0zcgiFQnY3wdWc9P46qa0A8PnPf97uJqjitPY6idO+u2yveZzUVidyWj/mpPY6qa2A89rrJE7rx9heczmtvU7itPfWSf2u095bp7XXSYx8bz23FDcajaKyshJHjx51RBRXKbe+Li/YuHGj3U2gPM4///zk//NYIzKfkuPMCX2nvO+wixPeJzKHku8fz2lE6mjpU3t6enDJJZfg+eefz5pVJsL5Ihs3nkdEfr9JO7ed09S8Hs9m7AWDQQQCAdds3+zz+bBq1Sr4fD67m0LkajzWiMzH44zIGjzWiMxXXFyMxYsXo7i42O6mELmaW85p4XAYgUAg74YZcszYI7KZG2fB3IazekTicULfKULf4YT3icwhwvePyG3M6lNFPl7deB4R+f0mkjBjj4iIiIiIiIiIyOUY2CMiIiIiIiIiInIgBvaIiIiIiIiIiIgciIE9IiIiIiIiIoHFYjG0trYiFovZ3RQiEgwDe0RERC7DwT8REZG7xONxtLa2Ih6P290UIhIMA3tEREQuw8E/EREREZE3eDawFwwGEQgEEA6H7W4KERERERERERF5XDgcRiAQQDAYVHyfUSa2R2hNTU3w+/12N4OIiIiIiIiIiLKIxWLo6OhATU0NfD6f3c0xVSgUQigUQjQaRWVlpaL7eDZjj4iIiIiIiIiIxMYyM7kxsEdEREREROQy3EjJONJ7OTAwYHdTiIhGYGCPKA0HQUT68TgiIiKyFzNcjCO9l4ODg3Y3hYhoBKECe5s2bcKll16K2tpaFBQU4Nlnn815+2eeeQaf+9znMGHCBPj9fpxzzjl45ZVXrGksuRYHQUT68TgyDoOkRGQ19jtERETOIVRgr6enBzNnzlS8U+2mTZvwuc99Di+++CKam5sxb948XHrppXj33XdNbikREZE1GCQlIqux3yEiInIOoXbFveiii3DRRRcpvv0DDzyQ8vNdd92F5557Dr/73e8wa9Ysg1tHRERW8tLuV0RERERERFoIFdjTa2hoCF1dXRg3blze20aj0ZSffT4fLxyJiAQiZYxUVVWxfyYiIiIiIteKxWIpJTDSY1a5CLUUV68f/vCH6O7uxpVXXpn3tnV1daisrEz+W7NmjQUtJCIiIiIiJ2CtQSLykvPPPx+nnXaa3c1IsWTJEjQ0NNjdDEusWbMmJUZVV1en+L6uydh78sknceedd+K5555DdXV13tu3t7fD7/cnf2Y2iL245I6IiNLx3EBEdmLmOBERWWXlypVYvnx58udoNKo4uOeKwN5TTz2FL33pS/j1r3+NCy64QNF9/H5/SmCP7MWBExERpeO5gYiIiIi8QE95OMcvxf3Vr36FpUuX4le/+hUWLlxod3OIiIiIiIiIiITU09Njy/OyvIF5hArsdXd3Y8uWLdiyZQsAYPfu3diyZQv27NkDIJGauGjRouTtn3zySSxatAj33nsv5s6di87OTnR2duLo0aN2NJ+IKAVPXkREREREZJfVq1ejoKAALS0tuOaaazB27Fh85jOfyXmf5uZmfOpTn0JpaSmmTp2Khx9+OOXv8Xgcd9xxB2bPno3KykqMGTMGn/3sZ/HGG2+k3K61tRUFBQX44Q9/iEceeQSnnHIKTj75ZJxzzjloamoa8bzPPvssTjvtNIwePRqnnXYafvvb3+p/AzxCqMDe5s2bMWvWLMyaNQsAsHz5csyaNQt33HEHAKCjoyMZ5AOARx55BAMDAwiFQqipqUn+++pXv2pL+4mI5KRlhPF43O6mEBERERGRR/2f//N/0Nvbi7vuugvXXXdd1tsdOXIEF198MWbPno177rkHJ554Im644QasXbs2eZtoNIpf/OIXOP/883H33Xdj9erVOHDgABYsWJBM0pJ78skn8YMf/ADLli3DsmXLsGfPHlxxxRXo7+9P3ubVV1/Fv//7v6OgoABr1qzBZZddhqVLl2Lz5s2Gvg9uJVSNvfPPPx/Dw8NZ/75u3bqUnzdu3Ghug4iIHIgbDhARERERkWTmzJl48skn894uEong3nvvTW7i8JWvfAVz587FypUrce2116K4uBhjx45Fa2srSkpKkve77rrrcMopp+DHP/4xHn300ZTH3LNnD7Zv345Ro0ahubkZ8+bNw9VXX41XXnkFl1xyCQDg61//OiZOnIg///nPqKysBACcd955mD9/Purr6416G1xLqIw9ciYuNyQSCzMFiYiIiIhIcv311yu63ahRo/CVr3wl+XNJSQm+8pWvYP/+/WhubgYAFBUVJYN6Q0NDOHz4MAYGBjBnzhy88847Ix7zqquuwtixY5M/n3POOQCAXbt2AUiszNyyZQsWL16cDOoBwOc+9zkEAgGVr9SbPBvYCwaDCAQCCIfDdjfF8RhEICIiIiIzcSKZiEi7qVOnAgD6+vqSexNI/+Rqa2sxZsyYlN+dfPLJABI18ySPP/44zjjjDIwePRpVVVWYMGECXnjhhYz7HUyZMiXlZynId+TIEQBAW1sbAGD69Okj7jtjxgw1L9MVwuEwAoEAgsGg4vsItRTXSk1NTfD7/XY3g4iIiIiI8pAmkquqqlhmgog8SU+5ndLSUgDAhg0bsHTp0pS/5SqHlskTTzyBJUuW4LLLLsPXvvY1VFdXo6ioCGvWrMHOnTtH3L6oqCjj46h9Xq8IhUIIhUKIRqMpGYy5eDawR0RERERERGJizWCiVEZMcCxYsACvvfZa1r9HIhH09PSkZO19+OGHAICGhgYAwP/8z/9g2rRpeOaZZ1BQUJC83apVqzS1Saqht3379hF/27Ztm6bH9BrPLsUl40kdDZdIEBERGYdLEInIi1juh8h4NTU1uOCCC1L+yQ0MDOBnP/tZ8ud4PI6f/exnmDBhAmbPng3geAaePOPuL3/5C95++23NbTrzzDPx+OOPpyzlfe2119DS0qLpMb2GGXtkGC6RICIiMh7Pr0TOx+wzIhJBvr6otrYWd999N1pbW3HyySdjw4YN2LJlCx555BEUFxcDAC655BI888wzuPzyy7Fw4ULs3r0bDz/8MAKBALq7uzW1a82aNVi4cCE+85nPYNmyZTh8+DB+/OMf4xOf+ITmx/QSZuwRmYQZFuR2/I67Hz9jIiJt0vtPZp8RkQjy9UVjx47Fiy++iM2bN+NrX/sa2tvb8ZOf/ATXXXdd8jZLlizBXXfdhffeew8333wzXnnlFTzxxBOYM2eO5nZdeOGF+PWvf43BwUGsXLkSzzzzDB577DFdj+klzNgjMgkzLMjt+B13P37GRETasP8kIhGsXr0aq1evVnTbjRs3Jv//rbfeynq7goICrFy5EitXrkz5/cKFC1N+bmhoyLpBRqbfX3HFFbjiiitSfnf55ZcDALq6unK23euYsUdERK7BDDMiIhKJFzP1eC4mIrKWZwN7wWAQgUAA4XDY7qYQERGMuRDw4gUUEZFZuDGafl48L3nxNRMRGSUcDiMQCCAYDCq+j2eX4jY1NcHv99vdDCIiOobLlsjNWDifnIj9MhERkbVCoRBCoRCi0SgqKysV3cezGXtEREREVmEGCxF5GZfnkpfx+09mY2CPyEDstImIiIiIUnFyQ7+CI7tQ3rUTBUd2aX4MXqvYg99/MhsDe0QGYqdNRKSfdOHBvpTIexh4EIMbPwdHv6ZDO1G+9lzMaV6O8rXnAod2anoYXqsQuRMDey7j6BMWEREZwohZfb30nI+8fOHB8zh5nRHHv9HHkRc3EXFjP+zo1xTrAgC01l+Z8jMREcDAnus4+oRFRLZjUMEFDJrV14vnI234vhGl0pLBa/RxJMJxyfOzt2T7vGO+CTa1iMheIkxai0xTYO9nP/tZzr/39fXhxhtv1NQgIiKyjx0XL0Ysu+TSTRnO6hORC0jno+7ubvbvECO46EV2jS+M/rw5TiK7GDIpIciktcg0BfZuuOEGXHjhhdi7d++Iv/3pT3/C6aefjp///Oe6G2emYDCIQCCAcDhsd1OIiEzhlKVDRgxeecGTEIvFEOnoSPw/Z/WJPM3pGV7s193B6QElt3wP3fI6yHkM+e55bNI6HA4jEAggGAwqvo+mwN4TTzyBzZs347TTTsPjjz8OAPj4449xyy23YN68eSgtLcXbb7+t5aEt09TUhJaWFoRCIbubQkRkCq8P4px6Uau3Nl0kEjGhVco5/SKOyC28fg4AnDPBZRYRlq7xe0hERvHKpHUoFEJLSwuampoU30dTYO+aa67BBx98gE9/+tNYtmwZLr74YsycORPhcBgrVqzAO++8g7POOkvLQ5MNnHrxazRejBIZhxcT2jm13RKnt5+I3MPT/RGXrhmq6Ggryrt2onDQ29dLRCQmzZtn1NTU4JlnnkEwGMTLL7+MHTt24J577sFdd92F4uJiI9tIJvP0oEdGeh8GD3xoe0CCyNF4MWEI9s1E5EScMBaEx5aumam0N4Lqpy7EnOblGNM3shQVEZHdNAf2tmzZgjlz5qC5uRmhUAiBQAArVqzAihUreBFCjiU/cTMgQaSRQRcTImT92YmTDURkF6n/LTraqvq+nJQQixuWrmlZUm1kgLlosA8A0HLqregpnaz78dRIHk/9/ZruzxVJRN6gKbC3evVqzJ07Fx9//DH++Mc/4sc//jGam5vxX//1X7j//vtx1llnobm52ei2ksHY0Y8knbg5u0lOJNoxretigll/ADjZQEQ2kPW/1U9diNJee+t2ehGzHlNpCRabEWDuLavDUJHPsMdTQnod/RoDewy0E3mDpsDed77zHXz5y1/Ge++9h0996lMAgJKSEnz/+9/Hn//8ZwwMDOCcc84xtKFkvEwdPQcSCW6Y3SRriHTMuGrwxiVEALw32SBacJrIk9L6X6kf8iI9mYt6uOp8TkREptMU2Pv973+PH//4xygtLR3xt7lz5+K9997DTTfdpLtxZD0jBhJa0uW9vuSOnIuDb3NZFWS3O0Cb7/m9MtmQfjxJxcp5biDSTuvOsNn6Hbv7S8swc5EcjBNlRN6iKbA3b968nH/3+Xy49957NTXIKsFgEIFAAOFw2O6muI7qQAeX3BGRzewO0Nr9/CLiMmQiYxjdv3imv2LmonC0Bqm9yIjjVAoODgwMGNgyIsonHA4jEAggGAwqvs8oLU+0Z88eRbebMmWKloe3RFNTE/x+v93NICBl4NTQ9rRlS81isRg6OjpQU1MDn8/aehlEbpNyPFn1PDxuTSF/j+0kX4Zs5bmBiLwp2/nF7oxpqV0VFRWq7nOoowO1JrbLDlKwqqqqimMACyQ38RocxKhRmsIGrsIxKFklFAohFAohGo2isrJS0X00HaENDQ0oKCjIe7vBwUEtD08eZfXAiYMDIuNIx1NFRYUpFxPx/n5Ejj2+U45bpw4A5X2jCOy+qCYibxB1XCi1a8aMGaruE4lEDDkXS8/vtHMZkdFE7SOc5Hj5rbFAxUy7m+MqmgJ7a9euHRHYGxwcRGtrK9avX4/q6mqEQiFDGkhE5AQjBr6HdqLwyD7PnbyMvJiQ6+/vR+tH6i5s9DAiKMcBIBEROR3PZURkhIIjuxLltwCgGcBN7wBVjTa3yj00BfaWLFmS9W9f//rXMXfuXBw9elRrm4hyEjELRssyCXIXecbagW3/ixOf+TeMAWw5eUkbDhQdFeP4UCsejyNi8xIiXsgQEaXiWIeISBkRr1ftVhDvAcASK2bRtHlGLmPGjMHSpUtx//33q77vpk2bcOmll6K2thYFBQV49tlnc96+o6MD11xzDU4++WQUFhbilltu0dZochQRizaL2CayRzweR2fbDgBA38U/Qsuptyb+oPDkpXe3QfmGA07dxU/K+iOSi3R0sGA6kY041uHmDUSkDPvL7FhixRyGB/YAYGhoCJ2dnarv19PTg5kzZyreqTYWi2HChAm47bbbMHOmN5a5iUhaK190tNXS55U6zGg0ykEWCWlo3HT0ltWpuo/0ve7u7tb0vZZvOCD/mcQkBXI58MsvEok47n3SG6gnIrHwYt15GIwlp+NYgpQwdHubaDSKTZs24Qc/+AFmzZql+v4XXXQRLrroIsW3b2howIMPPgggUfdPjWg0mvKzz+djmqwWh3amrJXfffZDAKypgSWdqH0+H5fMkevoXQqqdjaMS6zMlW1Jhpai6OQcom1EQkTkNeyHyemk7/D4wqMojPd4rn63l8RisZQAbnrMKhdNGXuFhYUoKioa8W/s2LH4t3/7N5SVleGnP/2ploe2TF1dHSorK5P/1qxZY3eTnOnY8kIjs4O43IrIesxCMBffX9JCT0andN+BgQETWkZkPal+bMGRXXY3hSxi16ogItGU9kZQvvZcjHniIsxpXo7ytecCh3aqegyuEhHfmjVrUmJUdXXKV35pyti74447RuyKW1BQgLFjx6KxsRHz58/HqFGGJgMarr29HX6/P/kzM730kbKDynrbdZ98I5EIKk6O8zMhIrIQszbFIwWEA5N8qmfopfsODg4KPyYj99NbSD5RP/YGVAPcTdErbFwVRCQaKXmm7+IfYffu3QhsvV/15hN6xhRkjZUrV2L58uXJn6PRqOLgnqaR3urVq7XcTSh+vz8lsEf6DIwqBYBEJ7P1/mMn39n2NoqIiBTjsmAxMaBBbqC3vIS8fqxTd1M8nnHIi2lFZKuCGtqeZs1gC3GiLzepP7Njx9uhcdPRu097Jr4TxxSxWAyHOjpQa3dDLKCnPJwpm2eQ9/SV1mL/1S8ndwD1+sm34MguFO77gEtGiIhIl/QNcZwY0CAyihN2U0wug9+/LbmMVL5jvZYldF6RaZMAJ3zmbsPyIbk5+f0RaUyhtPxWPB5HJBKxoEXOpihjb9myZaofuKCgAI8++qjq+5FzDVY2qN4B1I0SNRA+DwDJ5QNOmA0hcgMpI6JwXwmGS8aovr80WOMsdWKCosCAIs12zmy7CS9uibLTu9TXSPF4HPta3kLDX29IjgMPBP4bgLMzDtWQauMVHBmL4bHTFN8vJbPTxPblI/8+iSrS0YGqqlNt/757mZPHNyKMKVh+y1iKAnt/+MMfRtTUy0ft7QGgu7sbO3bsSP68e/dubNmyBePGjcOUKVOwcuVK7N27F+vXr0/eZsuWLcn7HjhwAFu2bEFJSQkCgYDq5ycyghE1EIhEkO9CSevA3SwjlhcAKFVZFiB9OaqTB216GDlBoXcJHhFRPqL1M+lLh8f07AFgzMW08OeltNp43cs22d0i1Zywky6DItbJtjRZSb+jZ8JYxCXRIk2iUCpFgb3W1laTm5GwefNmzJs3L/mzVDhw8eLFWLduHTo6OrBnz56U+8yaNSv5/83NzXjyySdRX19vWZuJstFbA4HIbjkHLAIO3KULqZZTb8XUqVNR+uLNussCiHaxaBVOUBjLqOxHIj20BoTKettRcGSXEBM4TtMzZgoAJLL0cLwmtR5az0uWZXil1cYriPeY+3xEJtNTg9jM+9qRtenVcbETKKqxd9ZZZ+Hll19O/rx+/XpTAmfnn38+hoeHR/xbt24dAGDdunXYuHFjyn0y3Z5Bvdy41TURSTT3B7KBOwBDBu7SMlq9O2v3ltVhaNx03e1xC6U1TDIZGjedJRZ0SmQ/nosxT1zE+lpkK7V1oeQbo5WvPZc1gzWQalBvnn0f9l/9MvpK7Sv/HolE0N3dPaKGnVnSsxOPbx7C7xF5jxnf/0gkwut5SlIU2Hv//fdx8ODB5M9Lly7FW2+9ZVqjyFwiFfyMxWKIdHSY8rhWDVzkio62oqy33dLnJOez6/sK6O8PjKrRIS8sXv3UhSjtY5Fco3DgZy959qO0wRSzH8kJ0jdGY+aVNoOVDeiuaMRgZYPdTbHtGoCbh5BorBx78/tPVlAU2Kuvr8fvf/97DA4OAkhkyWmpoSeSYDCIQCCAcDhsd1M8zehdbqROWpqRtHLgInXaga33A4Cmwv3kTSIF2+2SvkvXqAFv76ytltMzsdPb78ZJErOzH+2cICD34sZo3iXV0dWbRQ+ItROn1zFzMsHKsbcbvv9OH2c6TTgcRiAQQDAYVHwfRYG966+/HuvXr8fo0aPh9/tRUFCA/+//+//g9/uz/qusrNT8QqzQ1NSElpYWhEIhu5tiqOPF7PV11lJn57QLBDsDJPL6Xt3LNrEWDVEG+YIPIuzS5UR2B4czfa5qllbL258+SWJETSonkc7jhfs+UHUut/s7QJSJlotBIwNKRirrbReuTaaR6uhKWfS9xkzC8xxvL2aO2Uv6/uspkWIXjjGsFQqF0NLSgqamJsX3UbR5xte+9jXMnDkTb7zxBvbt24fHH38cwWAQ06YxcCGUtGL2WncwBLxVGFPPbkWZ9JbVMahHjnV8JtecnW691Le4Ubbd0NJ3EEzfoXi3it2J5ZMk42cuQN/2FoNfhcDSz+MASgP/bWeLiHRRXTg+7RjYffZDKDrqU53Bezw4qO08E4vFcKijA7VIrTWIrfer6s+MdHyyxIJzZ9oGGHo3ohIBNzEauVuzEzPH3MCKHY1F2r02OWF5WFHoSTGRXqMIFL+78+fPx/z58wEkNrH4yle+gmuuuca0hpEGaSfhSOuHqCo/kV/0PPTsVkTkJunBGBF2ulWq4Mgu1y3dFJHSwGz6xYOWi8LesrpjNak8FNg7dh6X7+zMZenkKWlj2fEH/xfVfz12XoLCDN4MwUG1gTipVEwtjtcaPPjeKwhsvd+WIJeeyRI93JJhl9jE6PMAoDoBwq7xhd7gdDp5iQu3fK5OpnWXcrWPr3UiXUnQTFFgTd4fH2PUSgwmC6TSFDYdGhoyuh1koGSarwWzAURkP+nEqjfrND0YY1WhdN2D5mODhsCxHweLvLV0UzTyz5MXD9pwZ2cyRH+fdRleCim9mO0ZMwUA0LjrcQDAB6d9ExNPO1dZBq8J2WZ21xo0YrLELoWHt9s+8SbfxGj37t0IbL1fUQJEwZFd9owvMganGwAAVePHAx+qe7iUwDC8V+JCRKIHpZS0T9FrkE1Y1s+ej+GSMeh7b7NZzfY0RTX2yLucWmtPCzcWayfnU3IM5qp7UdbbrrrmpqXBGCkop6eemmzQsP/ql9FXVpv8k5bXb6eCI7tQuO8DzfWl5P1Y1fjxBrcuv+RFkEfr4xGJpPDwDsNrpOmltE6TlCW3efZ92H/1yzg0fq7qXWWlc1lZbzsK933ginpiTposkfr/0hdvHnFOyFdjLB6PI9LRYXib5JsYKdkxXprgzDS+MJUsOA0gJZA7/ljJCzXkJS72X/0y+koteh1Ex/SW1WFo4uksV2UiBvYo5+5IXimU6fVi7SQu6RiUdnpWGmSX1wQSukByelBOx2Dz+NLN47tS2/H6te4cllgqdC7GPHHR8YvxPuUX4+n92PjaelXPb4QRF0G8eCCyzdC4k9By6q0A4KgML8lgZQO6KxpVB/Qk8vPgmCcuAn58lrjnQhfqK61F97JN6PniS8kArXROyBdUk5ZCi0I+vrCS0YFcu16Hk3CHebFJk9aRjg7XxyfUYmDP49J3RxIps8WIjlVpxmG2mSwzdy2SXt/AwIApj0/uojbILmU7SBd1ohdINnqwOTx2GrqXbbLl9WudEJEvFZLaPaZnj+r7SztzY1zu2kFmDl558UAkgOJSW5aPat3Z2WjyrL++i38EAIi0fsgLdgsNj52GoYmn6wrQElnJK0ktTiVlrCrJuPUazwb2gsEgAoEAwuGw3U2xTdHRVlR0JYo0SKneSmtqJTNS+vtNa58RHavax0i/GDWj05DeOykDa3Bw0NDHJ+9KX05ud00guw2PnWbJ6zc6QDY0bjq6Kk4GgMSudVCXRax0Z24OXonIcFJtsOblGPPERShfe27GZcBWlXqRsv6kmpW8GHSust72ZIkKJd+f45tPtFrTQBOV9baj8PB2TfdlqSEi5wmHwwgEAggGg4rvY+yeww7S1NQEv99vdzNsk15EVSpSrJR0Qp1wYglKjG9exudyy1bW3IWXzJB+THMDiewU7eKlghkFkPvKEpkme7a3YMr0gLKC8Qra6JZ+lIgElWFn50zLgEUvHG83KShVcGSs52tSyZdUY+v92H32Q4jHZ+T+/qRtPnEg8N+Wttkoqa/92C995Yrvz7EhAcZtskfWCYVCCIVCiEajqKysVHQfz2bseV22paeFh7cLN7vFrBISmZ0zwvJabiOOaasKPOdgx+YNSjilT9FbX0rOKa+ZmQVE7uDFnZ211lcdQZb1aESZHKXnYlFri6WXFlFULzJt84lRA/prTJaUlKChoQFFRUW6H0sp+XLyni++BNz0Tt4yG3Iijg1FI+JGkYb1JcfYNQaMxWKmbIJDmSnK2Js6dSoKCgpUPXBBQQF27mSBWqvEYjEc6uiA2u5aWno6WLQbQGLnqtSt1bVllSV3oqyYqen+RI6QNiOs9pjRO4OWKfszuZy8c1vKbSMdHaiqOtXSzAgtO7elqxo/HvjQgMbkcmgnCo/sOxagtSdzhAEtZhYQmSnTMkatGbzHN10bq3uc56ZsYsNWZMiCUg1tTysuk5ON0nNxShalrmc0ntbSIkZuPiEF9lpbWw17TCUSk3wxDE08HaioACJbVD9GtrFhPtKx3l80ARDuW2EMEbOH3bK6S9oEh+FkaygK7J133nkjAnubN2/G3//+dwQCgeSXbtu2bWhpacFpp52G2bNnG99aykrvgdNXlti5qiDeg7bmVxHYer+mHdSkCzEpXR43vQNUKZ9ZEkFJSQlqa2uBZrtbQsJLG3yrPWasPHFHIhFUnBwXZtCilBHBQSBHYPPQTuDHZ2EMoHtSQ/o81QZq0wNaiR19j8+qWt0n2RVklGcWjJ+5AH2d4syeEzlV+rgs3zJG+URxbW0tSkpSC66k9FfN0D3OE/GiWhRSUKrw8HbPT/zIyYPUlMWxCUs93xv5sf7W6d9HvMy7JayInEBRYG/dunUpPz/77LN49tln8dprr+Ff//VfU/722muv4corr8R3vvMdwxpJ1hgeOw3DAHrLtua9bTZSXaiD772SGESKuhNnjgydkpISVNXU2NQwciIjZ4SdKrGMfwCjDgwIeQESiUTga+gemSF5rI/qu/hH2L17t+ZJDWBkoFaa6S7cV3IsWJeZPKA15ZzLj9VTOh7Fs7JPyhxktJbWzAIiGil9XJavf5NPFNfW1KArLbAn3V+a0BJ2nKdBtrp2mQKcVpDqq5W+eDMCab/Lp+DILkPPxWW97RjYvw2th8bbll2ZKUgNMJFkBNmEpfS90ZIBLx+b9JRORrFxLXQsaVxn1+oOolw0bZ5xxx134KabbhoR1AOAz33uc7jxxhtx22234fOf/7zuBpLzaE2Xt2TJHZAxQ8epRXWJ7Ca/8JCOp2SYU0WB53zkgcPyrjZNS8ByZUgOjZuO3n0DyZ/1Dt5GZLUAKM1zEaJ0N1szZQ4ybra1TW6VvomL1pIaRPmYsUO66ya00kprdC/blPxTpgCnFfpKj6+m2bp1q/KNlI69Fimoo+dcnL5xxYdnP4SqqkttCeypDVJ7lmzC8u/7BhLfGx0Z8L1ldRgqYiArfVwnX93hppIC5FyaAnvbt29HVY7lUVVVVayvR6oZteQurwwZOkYU1SXy4vKQ9AuP+vp6tLW14ZSZc1A+aljz4/piB479T+KCZETg0KAlYJEMgZTSvgiqn1qeNnhTlxUgD5Dl2hlSVCIEGQF3l0ZIX4LIWjQkOlcvCTW4rp1RpNU03R/Fj22kpCCwJ9uZeMo5l+s6F0ubNygNppk9QWFGkNqthsZNR3dvnBnwBknPVpYfCywpQCLQtCtuY2MjHnvsMXR3d4/4W1dXF9auXYtp0+y/IMglGAwiEAggHA7b3RSyydC46YYNDoxe8kDOIp/Rrn7qQow98p7mx7Jzl12thsdOw9DE09Fd0YiBCZ9Ad0Wj5qCQtFykoe3pxC9qzgRuegc9X3wJm2ffhwNX/Ca5M57eJWBSICWdFOiXdtPTE5Dz4s6QRiopKUEtSyMQ2Urql0tfvDmRuQXlS0KdRmkmoog7aabTOkEjTXpJMgXTsu2gm+28SuQWSvsIJ47nSRzhcBiBQADBYFDxfTRl7H33u9/Ff/zHf+CUU07BkiVLcNJJJwFIZPI9/vjj2LdvH379619reWjLNDU1we9nEVAnOt5RJmZElNaxMk3akgfu5Og90oz2vr9twul/uwuNux4HoL4+WcGRXSlLgfad9k0UTfLWzJ+01GbP9pZE1t+xjLyhkmp0fxTHwIQZ6G1rs6QtrltqRkSkgXyDNVVLQl2qrLcdgwc+RGtnzJUZOkqyh0XKUEova5BJchUAkRXSlvbrLflk16ZmgPaN4bJJX4nBZcyZhUIhhEIhRKNRVFZWKrqPpsDeZZddhhdffBFf//rXcdddd6X87cwzz8Sjjz6KBQsWaHlootzSOsp/Tr8e1RsfzlDHysLtwWVLHriTo3cNVjbg0PhYSlCqeOIpqK2NKF5GKC392TltMRp3PY7T/3YX8Le7NO/SqkauQYPVJ93BygZ0V8SEWApqNmb7KlfW247CfR8A8YnO2W29v4+fL7mCkiWhbq8TKfrmDVKAq7agH9ZXBLRPriCjlFkqrQKwJQGAvCdtab+ekk92b2qWqz61Fj6fL2UlhkiTBE6naSkuAMyfPx/vvvsuIpEI3n77bbz99tuIRCJ45513GNQj8xzrKHdOWwwAOHn7wwCAD077Jvou/hEAfcvm9Eju5EielghKJZaipp+8lDoydib2X/1ycsmp2u90SUkJGhoacu7iJy2jicfjxwYNF2ZdYiWddOPxuMpXQnJlve0oOLLr+C+kbN9j7zuzfbPwJWaJA1vvx5gnLgJ+fFZiEyQHKDy8I/n5ah2Mq800kY7Xgf3bEtnsg5xsImu4fRmmlFGu9dxsNunY7+/vV3xbkZcSG0FaUbF59n3oXrZpxIShiO9DLBZLWQptpkhHh1Cv3W2MWPkhr9mc6Tus6rFszPwj82nK2JObNGkSJk2aZERbiAAcv/jN1XFJgY8921swZXoAhzpjmDbOS/OT5HZ6CkRLgb2uruw16OQzcPJBw/iZCzy9xMoMUkBHyvJIbvohWLavsNmDVY3oXrYJ/3hvMz4xcRRKX7xZd31FqwyNOwmbZ9+HU2bOUb3DsPS9kTJNlNY0i8fj2NfyFhr+egPmAHjr9O8jXsbSI2QvvTuNi8Itmzd4KUsm1yoAEd8HKzdSikQiqDg5Lsxrp+z0bmqWnvknH1MoWc5uB6ldRi0DdjvNGXt79uzB9ddfjxkzZmDcuHHYtCmxLfzBgwdx880349133zWskeQRx3a/DGy9H+Vrz03NbMlAyoxilhyRMczMOpVnCHrN8Nhp6F62KWXTD/mMvBDZvhqzB636XIfHTkN3RaPzNiIpLtW8mYz0vdk8+z7sv/pl9JUqv8yTB+t7Sierfm4iIyV2Gr8Qc5qXo/qpC1Ha696sPiLyhrLedls2xkjWqFNJPi5IH1OIujJHatfggQ/FnHgWjKbAXktLC2bNmoUNGzZg6tSpOHr0KAYGBgAA48ePx5///Gf85Cc/MbShJLba2tqcy/4UGdeYcvEr1RszkpXp7XJMdSdR2BVgE3XQYJXhsdNSsjyEW7Imyx7cf/XL6CsbOWiMdHSM+Py8/rmaTQpoag389pbVYahInNl38iYjdxonIvMJm8EvACnTLbD1flsmKrLVqFN6nWnFZLLSa41MwdH0HbfTywVJiUA0kqbA3ooVK3DCCSfgww8/xBNPPIHh4eGUvy9cuBB/+tOfDGkgOUNtTQ3Ky8vz1vXKJ/3i12h2XUxHIhFe+HqcKMFdNYGYwsPbjy2dajW/YRpZEawfURvPxXIN+NiPEZEeVuw0Ho/HbZnAlWMdK40O7UThvg9GjDsMSR5QqeDIrkSN0sPbLX1eNUwbm7D+b05S3UZRam1qmWDVmvVnWJtktZPTg6Pp902vMYhxDtk8zQaaAnubNm3CDTfcgAkTJqCgoGDE36dMmYK9e/fqbpyZgsEgAoEAwuGw3U1xDZ/Ppzuw52bMbPE2JwVFpEFc6Ys3Z1w6ZVfmayZmBOulzQrks7Lla88VYsMGUQLEankpOEpE5sh1MSoFYgYPfKj4nJCeGWKE9OwSs4IiWvrUbEsHhSiVcWgn8OOzMOaJi46PO/oSn2NtTY211xbHAltzmpcnarpCsOCWLChiythEQQa/G2W9TjsWcJYH6+W1NpUsyVW7CZbErEmCkpISTZv7Acfrpeoa01WlrtJTEhzVW2PQacLhMAKBAILBoOL7aArsDQ0NoaysLOvfDxw4IFThxUyamprQ0tKCUChkd1PIIxjYI6foK6tF97JN6PniSxlPusItIzWINHCXNivoLm9MmZUVYcMGJwWIgePvqUjBUScye3advMOuulBGkF+Mxvv7jwflZIEYeUAoHzPGZSPqWMmCIkYcx5r61BzZMYAg49Nj59e+i3+UPOdKS7jtakvLqbei54svoXvZJrGCW2lBkUjrh4YFp4Wr/2uhjMeBLOCcHqyXH4vZluRKE8RqN8ECrJskUENq05zm5Yrq4edi9io9pwuFQmhpaUFTU5Pi+2gK7J111ll44YUXMv5tYGAATz31FD75yU9qeWiyAOsmWIMXYqSUNPtlx5KPbLOBw2OnYWji6Z466faVJZZXJDcrKKvNuQOiEFkOCth5IS+9pyIFR51Iz+w6EaDsItRJ+o8F9uLxeLJfkWr45QsIWRHI6i2rQ9GEk1NWshhxHGvqU9MCQRVdH1pyTtCyhHZo3HRhxh29ZXUYmni6kFlC8qCI3gk/eY02t07caiYLOMvHhsDIYzFT1pm0bFfvJljZMieNGN9lqp+cr01SX2tGPXzSTlNgb+XKlXj55Zdxww034G9/+xsAYN++ffj973+P+fPnY+vWrfjGN75haEPJIILVTTAryCgFSoweuKhZtpFe3JQoE/nsl9VLPkScDdSrpKREV0kANbttC5HlcEzGvjRPloYkV00qQzJMcgRHicgaSi5CnU5pDT+r+m6956NstPSpw2OnoaviZADWBXdra2pyruBSW/SfzCHSWMZS/X2KrxWHxk3PODZUciyqGVdmkjFzUuH4TgmlgWF5IoAV9VJJvVFa7nTRRRdh3bp1+OpXv4pHHnkEAPDFL34Rw8PD8Pv9WL9+Pc4991xDG0r6xWIxHGr9ELVIRP/Hz1yAvk4bT6ZSkFH6+VgnpdfYI++h+qnlqAaAZmD32Q8BmK358aQTXk1NTfL/q6qqhF9uTs4gn5Grnz0fwyVj0LfriOXPbXt/YBDpQgqAdwapaX1pMkB7LEtjz9u/RWDr/Vkv5KUZ+kzhO6smKJhJrtOhnSg8su/YRQrPTZSZXUF2rfWl3MKsAJ8kFouho6MDFRW5x9FScPfge6/kPCdYJWVMbWtLyIsKD+/AnOblsmvFGZY9t+5MuwzjO/n1qtHXqIlEgBsS19ZQt6SYrKMpYw8Arr32WrS3t+M3v/kN7r77btx11114+umn0d7eji984QuaHnPTpk249NJLUVtbi4KCAjz77LN577Nx40acddZZ8Pl8OOmkk7Bu3TpNz+0F8vRqJXUTTF++Jath0b1sE1Clb5eb4ZIxAIDGXY8DAHZOWwxA2ax0rkGnZ2eyyFJ2LvnwWh0V18lR6NqqGia6lpMLlkluFtPKM+QoOk+kVLbSAnqCUtK4TEt9KbsVHt5u2GSDtLmcWRPCasapdmZQs0QNiWRo3EmWZzBnK4mgZSOf9PGdmderI5YFq1hSTNbRlLEnGTNmDC677DKDmgL09PRg5syZWLZsGa644oq8t9+9ezcWLlyI66+/Hv/v//0/vP766/jSl76EmpoaLFiwwLB2eY2808HW+3VnvOVj1C43w2OnoXvZJvzjvc2YMj2AI9tb8t4nvVi+Wy8oicwi1dDJNZCIdHTA58t/IWF2VoPbJQO0ndtMe47ju6GNBSpmAhg5kwso70uFyyQ3kWnZj7IaQLt370Zg6/32FZ0nx5IuCmfMSM1akYJS0m3USB+X9SkYl9lNCj6Wvniz4StKvK6kpARVFmSAx2IxHOroyJiF7nZefu2qFZdaGuQuKSnBxMCncGTG6+jY/HxK1qwZK8KkncIL95UkJ1n0Op4IkOjLCw9vR3nXQMqY0EqZxqRepimwN23aNEycOBHr1q0bMQAAgOeeew633nordu1St1PKRRddhIsuukjx7R9++GFMnToV9957LwDg1FNPxZ///Gfcf//9eQN70Wg05Wefz8ellceIlqqvxvDYaeiuOJLS6eQivdY921sSg06dF5QMTJDX1NbUAD5f7sBeJILJtYm/JzO79pUA8Ykpt5OOn64ubrAgotK+SEqZA9z0DlBSrWs5uXwZsDwwyb5UvaFx09G7b8DuZhClyDQuE3ln3r7SxK7wBfEebN26FafMnIPyqkbA5POStJy2pqZGqGWpWjbAsFuu8hJup+S1JzMnmy1rFkE+xq1Cb9l7ABJ9YeG+DwwLvCVJO4UDyc+5NPDfhj28NHlb+uLNx5/jpnd0r75TI+OY1MLnN0ssFkvJ3EyPWeWiaSlua2sr3nnnHZx99tkZl8t2d3ejra1Ny0Or8vbbb+OCCy5I+d2CBQvw9ttv571vXV0dKisrk//WrFljVjNtI3UWOLRT9X3lqfplve26trMWnZ6ipvJt4YHjnTaDxGSkfBdB2Xa2FY18o5AxT1wE/Pgs4LD6/sluTtkN12hSFpi0G1r6boxGLif3el/qxItponycsjOvtCt8d0Vjsj8ze7JB1LIvtTU17Itchrus20/eF4554iKUrz3X2P5QVqKl7+IfAci/W3g6KeMv0/VHX1liAqTniy8p3qHb6HFNvjGpU61ZsyYlRlVXpzyrVHONvfvuuw/nnnsu/v3f/x2333671ofRpbOzExMnpmZ8TJw4EdFoFH19ub+87e3tOHr0aPLfypUrzWyqpcbWTAFwvLPAj8/SFtyTdTrla8/FR+//EdFoVNXAI9LR4erdrrgtPJlJyUWQ0TvbmnnxIs/skgYaiHUb/jxmy3cB5pRAq1ZKd0Nj1p12uXaTjHR0JM/Fbj6/kvuo2ZlXfhEoQl8iLUm2sw0ivA9GUZK1afamKyJnjpJ9ji/v1JbUkp70kYnUF26efV9yPGzGCrnesjoMjZuu/o5Sxl+Our3SBIjS5cz5dslWS+of3LZD78qVK1NiVO3tyq8nNAf2xo4di9/97ndYtWoV1qxZg4ULF+Lo0aNaH85yfr8/5Z+bsgKqZ3wS3cs2pXQWWqLY6QOwzrYd6OnpURfYU7iFNhGNlH4MVnR9OGKgMaKgbZm+xSdWZEppHmjkIUKWk9GBVieSvkPl5eWuuQg1k9pMnUgkovpcTN4kYiBI6eYNtTU1yT5E+q/a81Kmc4KTgzkifp6qHatXmGvCMr3+tZE1DktKSjCp/qS8bSBvkq8sKV97rqZVJUqTPqQVY2aMh3U7FjeQsuGEqtt7rD9w4qZMSvh8vhFxKqU0B/Ykd9xxB55//nn85S9/QTAYxN///ne9D6nYpEmTsG/fvpTf7du3D36/H6Wl7vqQ1UrUNNHfWdi5e1aiIGfmFGA1lC4lVjNgMmLJRLLW2CAzLii7wcoGdFWcDOB49mymDFyn72xrRFDO6NlALYwOtJop1zILPXLtAGlUFnekowMDA+6oJyfqEjxyPhGyzPTQu5usfBmpVMNKtGCOF0o7pIyvqxrRvWxTzqxNeTZT97JNWetmSSWH1GRW+Xw+nHjGeXnbkLX9FjNywtIVgWGTSd+F48s7nbeqxEhCZsMd60M2z76PO/Sm0R3YA4ALL7wQTU1NGDNmDD75yU/iueeeM+Jh8zrnnHPw+uuvp/zutddewznnnGPJ83tZMih1eLvhj51SkFNKAdYwAEtfSpxvOXKmTKVsM7t6LsSKjrai6uBfjtca69ur+jHIW9Iz95Rm4CYLJDuACEE5raT+UN5X5Aq0Rjo6cvYdZg2+UyY5FCyzMINRWdyRSASDg4MGtIiI3EzqT4snnqIqmGO2eH8/Wltb0d3d7frAXnqAdnjstLxJA1I2U6aarUbUJ1PShmztt5KRNQ69XrtWDSEDWgrF4/GMS4HNXtpuJSmByckJDWYwJLAHAFOnTsXbb7+NK664Av/zP/+j6TG6u7uxZcsWbNmyBQCwe/dubNmyBXv27AGQWHO8aNGi5O2vv/567Nq1CytWrMA//vEP/PSnP8XTTz+NW2+9VffrcZz+Ps01ndReRMrTlEtfvDnxSwPT5DMV5My0BFHJ42gJhgBQtFRAC+m9O/1vdwEAPjjtm+gpnWzIY5O1lNTQMJKW7Fmfz+fpAslWBDbl/aHSAFm+4JaeLJtM/XnGSQ6Rl1kQkSdYsSxWHpRRE8zRouDILsVj8f5jgT29Ab18E0VqZJqkEpEZ9cmkCXvWLSWnS18KLGUrS0tXrSwRo6bmNFcv6DdKy53eeOMNnHrqqSN+P3r0aDz++OO48sorcfDgQdWPu3nzZsybNy/58/LlywEAixcvxrp169DR0ZEM8gGJYOILL7yAW2+9FQ8++CBOPPFE/OIXv8CCBQs0vCpnKzy8I1nTSW2QTboQBKDoYJIvNaufPR9jxk40fHvp4bHTMAygq6IVQOKCFFvvB/5jrarH0byU+Fia7563f4vA1vsNm9mVv3fjZy7Aoc4YhjiIcCTpxGlbPtyhnSg8sk/xCVNasiKd4L0gW2Dz+MWL/llr+bKNhranDQ2Qacnck/fnEuki6OB7ryT6Utkkh5NnpYlIO+mcgHjqGM6ozX+kJYSZxpXyyQZsvR+7z34IwGzdz6mVlOGi63x+LAs6cOxHrRfPatsSiUQwuVb/hXBikuoGVANAM3Ag8N+6H9NMiYy+GIbGGZPNJgUVqqqq4LZ8Ni7BzU+02ptqJgnyGR47Dd3LNuEf723GlOkB9HVac92Z0qcAeeMT0jE4Y8YM09vmVpoCe+edd17Ovy9cuFBTY84//3wMDw9n/fu6desy3ufdd9/V9HxuMjTuJGyefR9OmTkH5VWNQFf+7DS9HX1vWR2GJp4OVBiXrZdu5AWpdbUOzJzZTS7T69xmyuOTM2g+cR/eCfzPMowBUi4iMh7TsuxTHAv+l579EAAxTpwHDx3CeAueRxq0mXXxIgXIjFzqIGWaZH3OWAwdHR2oLehHvl7cznqpRCSO9KAaAOCmd4CSatUXYrnU1tQAPl/GwF762C65KqNipubn08OQibpjEybSxK3Wi2e7Jg3NnKQygtZrFhE21dJL7/Vapgk/SkjvD4UIaBs0SSCXWLp6xNJrT3kyy5RzLk/EJ8hUigJ769evBwBce+21KCgoSP6cS0FBAa699lp9rSPlikuz1qLIxikdPS9ISXSaBo56TtzHAtx9F/8If983kJyBy3hMH8s+/cd7m/GJiaNQ+uLNttcWkjt08KC5gb20wKY0aNNy8RLp6EBV1chsdeD4rlxWLnWQZjcnnFiSN7BHRAQcD6rt2d6SPCcg1gWUVGu+EJMmGSpUTPSmbwyFrfcnAowOZ+TEba6sR7Pky+K2K/tfmujqUpC4IFdbU4Muhwf28k3ykXbpkwxCBLQNmiSwmjRGTq/h2FtWpyo+QdopCuwtWbIEBQUFuPrqq1FSUoIlS5bkvY/ogb1gMIiioiKEQiGEQiG7myMMs9O1pcFfTU2N61Ldybs0DRwNOHEPjZuO7t543osIaabOqCUrjpK2rH5MT6Kcg5YlqJFIBBUnZ77A6is9frGsZakDl8okeOl9OL4rceJsaNQSSKJ06cdVvmWMai/EtC6hylUmQM1z615Gq4P02pVkTquVK+vRapkyPUttXkJNZARRE0ictrpLGiNzcxZjhMNhhMNhVRvFKQrs7d69GwCSAwLpZydramqC3++3uxnC0TojJpcsWN888m9urmFBpIXTTtxONDx2WjIzRMqokzLspKWzxcXFaGjQt2RHuljW8nk6JYPabJ55Hw7vRPn/LMMcAGgGOk+/HdUbv2PIEkiidEaM7eRyjfPU0ntRbXe9W69kTmfK9MyU/W9kbbBMvDT5IwLp/d6xY4fdTRFeWW87Co7sYnYaGUJKPotGo6isrFR0H0WBvfr6+pw/k/giHR3w+ayZjfD6TpxEJB75RcmU6QF070pMUEmBvpLycWioMu7C18l44WS+g5E2jMfxJeG+2GEArEVDzlBSUoIqE8Z58f5+HDx40L5NqWDP8td87OiT5fVipecvqqhAd+fxTE8pkJGsjZhWYkTpBIWarMtsQeoRbSFDJiylz761tdW4hjmIkjrQ6dms3cs2md8wlxFt8xKnKrS7AWSNSCQi1CBFBIkTHi9eiZRIDpqzkAZ/Y8aM0X1cmXURk8ioa8RgZUMy0Ld59n2JQVhaIMWINjg1QCa1m8spzHPo4EEAI5eEsxYNeVl/fz8ikYitbaitqVHc91l1MSoFs6zok9PrxcJXkXx+6Vwm1dcLbL0f5WvPBQ7tTNxWVmIk03k1GynrUousbXGgWCyG1tZWw67XSo5d5/Bcrp10rpZkGtdJ48mWU28FABTEeyxtoxWM3BhOTh4UrX7qQpT22tv/O52ijL1/+Zd/Uf3ABQUFeP3111Xfj8gqJcXFaKhlhg7ll1Ib0mMDpPSZyI+u+P+hdPJpI24nL+6st8xBpkLRZgTJpKWzmQIp0vPpLUsgvQ5OrBCR0zl1ssJo6efF3Wc/BKDB1jZlomVjL3m92FNmzsmYPTw8dlpK7VrEuhCLxXDoWNadlRMUmdqCkur8dxSQtKw7MMnHequCyjY2FLVOn15mbwyXXmdVpM39nEhRxt7Q0BCGh4dV/RsaGjK77eRgUto9kRNIg614PJ51RtWojDWrLpyUFupPn4nsbNthS5AqPWOAiLIza3advC1f5phXNoBJPy+KcjFadLQV5V07UXh4O4D82YfZMvGl7PZcwbnhsdNSAhl6su70Sm9LunzjKnnmpd3XJ6W9EVQ/dWEiSAmYXm+VSyApFynQv3n2fdh/9cvoKzO+UIJbg6J2UJSxt3HjRpObQW4mBUVqZPVYjCx2LD9h25kVo2VmlJwn2+5/RmWsSY8Ti8VMC2SV9kVQ/dTyZKH+fDNwIp10jSza7lUi1LEic0jHslmz60TZJAISN7h+Axh5vbnesha7m5M04v0Hsn4GXqsJlmkVAJA58zIen2HrZixSkNj0eqvHvhupWafc4dhoaq8Ns9WbNHvSX5oUKDgydkSdSj0bw5G1WGOPTCfPdtLr4KFDI34nSj0oNXVZiPIxM0NtTM8eAImBozQDZ8WgwYhMDrdszmNnZouRdazM3gHR6axeuiivHWnW7DpRJvKAhJr6ak4java4/P3v+eJLwE3vZP0MvFATTAlRMy8BC5YzVzWie9kmIV+7m9TW1KgP7GUYn5l5rZuY7L8Qc5qXG1an0oixYcGRXSjc9wHHmCooytjLpaurC0ePHs249HbKlCl6H940wWAQRUVFya2EyRkOHTyI8UjMgGhZ8mjXRShT3UlOXovGSlKRaSmbp6viZIw9NgMnrwdnNLUZgm4kzzRMfz8m1Z8k3EViJiOWdx7eifL/WZbcAdHMz1X6fhYXOGuJabZMETNJs+tFE05Gw+gu7Nixw9LnJ2/jBjD26i2rw9DE04GK3BmTImXi28nL70O+JczkHEqvMzNNNo4aSAR1W+uvREPb04h3H9a3qiNtd2y1Y8Oio62oOvgXlG+8CwAsGWOKKBwOIxwOY3BwUPF9NAf2HnroIdx3333YtSv7LolqGmK1pqYm3QXeyXhKl9XW1tQAfr+6zzDtItSSZSJpqe4HAv9t/nOSkJK1bCpmGroUXQ2pyPQ/3tuMKdMD6OuMWfK80qCh5dRbMX7mAsueVyTyTEP5+zHlnMtx4pSZue5qqYzLRo71Y1JAWCqmjFg3AGs+12SALPJP055DRHoy/qT7tra2Gt8wIpWszF5VWmNSWn5WdJSrLYjIefVpM2/kMyPr7XNN4sd8EwAcX9Wh+RpFtju22rFh+sR37+fXouWjf1p6zSIKKfksGo2isrJS0X00LcV9+OGHEQqFcNJJJ+G73/0uhoeHccstt+Ab3/gGJk2ahJkzZ+LRRx/V8tDkcfkKM+siuwi1bJlIWqq7tASSPEQW3DUqxV2P4bHT0F3RmKiVoZHWZaS9ZXW6njcTJy8F1ZLZkq3YuVEylhQ41o8ll3eWpg73zPhcKcHUcyKRASIdHYpKrRgd2Cs8vP1YUK41+bv0HRxzTeDKl59VP3UhSvvs2fhBBIWHtzv2PEoJRpY98qL0+rTJCcwsRNkhXPTl5GrHhvKJ7+5lmzB40nx0VzQmViAI8H6LTlNg78c//jEWLFiAl156CV/+8pcBAAsXLsT3vvc9tLS0oKurC4cy1EIjEoHVy0SGx05DV8XJAFjQ3JPSgrvSTJZTSRdDVu3YltPhY+n+IrTFbDYHiDMFhDPVPFVCugCJxbw1+0rkRpFIxNpgwrG+sPTFm0cE5eQ7OOabwJUmWlvrrwRw/ILSS6SxaOmLNyfPoxyfOk9ZbzsGD3xoSGBPPlnqpU0BR9SnLc2dryZSrU2nLifPFRxNv1YXpZ6+6DQF9nbu3IlLL70UAFBcXAwAyY6ksrISX/rSl/DTn/7UoCYSOR8LmnubvI6J0uwGEeSqxSFEgXQLsnCTtfEysHQDjLQAcaT1Q9u/R4cOHtR0P2YWEJFmVY3ATe+g54svJftDeVAuUWOyMesEbnpmTs8YceuBm62vrBbdyzah54sv2TY+Ta8NVlxcLEzARGQlJSWYVH8SgMSEX/VTF6K0V3vWaVlvO4p2vJoyWVrbcLKnAilS3+G1FQhqlx8bla0oUnDULTTV2KusrMTAwAAAwO/3o6ysDO3txy9uKioq0NnZaUwLiQRQ1tuOwn0fAIDmeizcLpyARHbD5FpnBDSkk25X18gsQ5EKpBvZlvQBS7ZdeEt7I6h+6gZLNwRJCRAb/D0ys66MfOMQIiLdqhoxVFKN3rKtqu8qTbTu2d6SqNu0vcXw5pm9TC+9T1UyyZStTcNjp2EYQPdHcUvHp+m1waQa1CXFxWiozTzusJrIGWs+nw8nnnEeuk/YhD1v/xaBrfdrWoaZ+jkkfvfBad/E1LMvRLlLd7bWIhFw1vZ9MKJWrinfw2z1kxW2CQAnaAWjKbB32mmn4b333kv+/MlPfhIPPfQQLr74YgwNDeFnP/sZTj75ZMMaScawNLvEJdIHHgAwBwCakbdAKRE5j9JdTKUBtNM3BFFTk0qrbMFRIrKWKHWhzKI0EJMy0QrzAntmkfepSnedzzVRZwcpwHrwvVcQ2Hq/kEuha2tqAMEz1vTubCsPdJ966qkYLhmDQ7uOoEGQiVtRSAHnEb9X0KcqHVdmfF6VfYnS3XEBJFeCJDfUM2GSg6ylKbD3xS9+EQ8//DBisRh8Ph/uvPNOXHDBBZgyJZHOXlxcjN/85jeGNpT0UXrip1TpJzwAaGt+VfPMGFEmdl5sWfHcTttlTI1kcWCHZuFKNan2bG/BKTPncIaeyMVyBXecvBGRpLamBl0uDVpmo3bXeZGCu2bVBnPDd9lKUqB7aOLpx37jjfR6I44FIwPmqoJySG1/tgzYfBL1k48omuQQqe+gzDQF9pYuXYqlS5cmf/70pz+Nv//97/jd736HoqIizJ8/X/iMvWAwiKKiouRWwm4nP/HXzLkEE4vGC3NgGpnqLnU6Y8aMMazzST/haVn6QZSL2bP7tj13Wpo/JxTMlakvVTIQk/o4q5dWFxzZhYJ4Dy/AiGy2f9v/ovqPX0fg2M9G9tW8GLSG0kkm0TL3jJb+XXb1ploZcHWWcnYdC+l94nDJGADqg3Ly9luRAWvntYoXhcNhhMNhDA4OKr6PpsBeJtOmTcNXv/pVox7OdE1NTfD7/XY3w3K9ZXUYVT0DDRXinOiMTHWXpzv7/X5FnbWeQSdPoEQ5pKf5O3S5qlNk6ktFvYgr7Y2gfO3nASB5ATap/iRe/OugpwYQeduRjj2ohjmlBfQsQ7OT1QHJoqOtmms42y3S0QGfT4xdOeXf5SnnXO6pLPT01VleC2o6Rfq4bHjsNHQvO14rUWtQzqm741JmUvJZNBpFZWWlovvoDuwNDQ3h6NGjGB4eHvG3cePG6X14EozaQJbatGI7aB108gRKdjl46BDG290IhVLS/B26XFWOWWaZqb0IlkoZ9F38I/x93wBOmTkHJ06ZaWYTXSPbeVWkovPkTE4vLWAkKwOSKZsxNUNxxo4oRNwUTKQNvqwiX53ltaCmSAoPb1c9RtRbK9Eudm+OZvfzi0ZTYK+/vx9333031q5di/b2dgwNDWW8nZrUQRJLpou0sUfeU16n71iQS0orTmw0Mdu8BtuAJ1Cyy6GDBx0T2HOT0r4IyteeCwCmLFlzgmyDKK1LNIbGTUd3b9xzF2DpFNWhTDuv7jvtmyg4MtbAtRdE5uPS3JGkiY7W+ivR0Pa0kBtJkHN4MagpAmk8WPrizZ5ZCm735mglJSWo4uZsSZqGg1/5ylfw+OOP45Of/CQuu+wyxemB5BzyNGGpo2rc9TiAxDboE087N/dSjWNL8PRswe4UPIGSmXgRJA7pYkvKMsu2vNjNnxkHUcZK35U4Z6D42Hl1919fxul/uwun/+0u4G93Af+x1oqmEhlC1PIAIoj5JtjdBCLSqK+sFt3LNqEg3oOtW7fm3ZBMPlaMx83JeJVqL5v1+Oni8TgiHR2oteTZKJ2mwN6vf/1rXHvttVi3bp3BzSGjSJ1FcYG+3ShLSkowMfApHJnxOna2vIcp0wM41BnDeAVLNZyaVqyUm3f6pPysqq+o5CLISYEko/omO0lZZtmWrLHAcHZGlWco623HkaIJAJxXj0pOviuxkjqUw2On4dD4uSlFshHrtqi1RGSUwsPbUd41gFEHBljagcglhsdOwzCA7o/yr0SQL/c3OvAmXaNKtZe1Pr7aDS7j8TgikYjpgT0nXfdYSVNgr6ysDJ/85CeNbgsZKNlZRP5pyON0dVWhu73b0bVXjKpLJmVUcKdP70qphwPYnmrvpEBSsq06+yYn8+SkQNoyUs01pGSP88/Tv494mfM3wZJ2JVZzfmWRbCL1hLgYPNaHlb54M+YAQDMg5elJGbyqHs6B5xMln4PZn5UQ3wUSkpPrtqVfo+q9PqmtqUGXhceI0v7MqZsymU1TYO8LX/gCnn/+eVx//fVGt4fINEbVJZO2FFeaYZGNNKjYsWOHAa0iK0lLy1lfkVQ5NsASaVJA7WysZmnlGTTXkJLttNxTNAHFxraSiFwsVwa8ZQGyqkbgpnfQc2Qftm7divr6erS1tSXGk9tblLdFwPOJUkpWIph94Z6pDU7Y8I/M5+SSI/Jr1HxLgUXCpBljaArs3XPPPVi2bBkuueQSLFu2DHV1dSgqKhpxu7POOkt3A80SDAZRVFSU3EqY1LFipkvk2TQtGRbppNfX2tpqaNvIOlbWV3TyDGIuTsw2SKe4r5IFpfRMCkiKjraivGsnCg/nP5Vn+/5YORtrVHkGaafloZi+94+IyOgMF0WqGjFUUo3uj+IYmDAD3YdHYbCyAYNFu5W3xeDzidMYWZ9M+g7ozignEoB0jeqk+u9GJM1EOjpQVXUqfD5nl2iRhMNhhMNhVZvRagrsxWIxDA0N4aWXXsJLL7004u/Dw8MoKCgQelfcpqYm+P3OX8IjsToIZsXSPyMKLOsJhogcWCTvsXvnKcOlZRvYvZxZD6mvUNJXSUEpvWUNSvsiKbuUA8j5Hrru+0NEwrCq5qwZRMpwUdsWo84nTmRkfTLpfZfqlnJXYnIbu65p1Tyv3qSZSCSCipPjrgnsScln0WhU8Ua1mgJ7y5Ytw29/+1tcffXVmDt3LnfFFYAT1poXHNmFgngPyrt2ouio8oNOT3BOz8WsWTu3MWBIVrNi5y3VZNkGZl9MGXXMiZRdKF14tJx6K+pnz8eYsRMTS7yIiHRQ21+mTzIoXUJl5FhIb99sZIaL3vIGdmbbeHl8yrql3iXq997IUilWxAkyLWV3Ug1wN9AU2HvllVdw00034f777ze6PWQSuy9IS/siKF97LgAkiwUrTXV3W6YJOzkySnFxMRoa8p/4zdx5Sw8p28DsC5j0IL3qQVxaduFwyRgAI99HOwaHvWV1GJp4OlDh3IxHL7L7nEzelmt3crVjFPkkw/iZCxQvoTJi8tSWZbQZlPW2J0siSLtQOpGa7HMitzArkUMvx/QlRm2ORroVarmT3+/HSSedZHRbyAyCFNeVBn59F/8ILafemvI7Ii/TMyNXUlyMhoYG16SdW0V1AO5YduHm2fehe9mmrIFIaXDIz4OyEuScTN4m9VUlxcZtP9NbVpdYQqVSclWGBtISSqlvtjprWV6brfTFmxO/dHBZiXzMnLziZAeJiN9LBY6NkXl9bz9Ngb3rrrsOv/rVr0yroRcOh9HQ0IDRo0dj7ty5+Otf/5r1tv39/fj2t7+NxsZGjB49GjNnzsTLL79sSrscSXZBuv/ql9FXpm3wZJShcdOZ6k7O09+H8q6dKDiyy/CHrq2pYSDIARLZhY2OKkZMApKdk49c+zomBj6VvEgWdTkQkZnkqzIKD29XXasvsXTVnr5ZHljs+eJLwE3vuLokghmTV6JkXQqhv8+xtSpdx0V1oK1g1OZopI+mpbiBQADPPfcczjrrLCxevDjrrrhXXHGF6sfesGEDli9fjocffhhz587FAw88gAULFmDbtm2orq4ecfvbbrsNTzzxBH7+85/jlFNOwSuvvILLL78cb731FmbNmqXl5bmOqMV1OQtCTlF4eAfmNC8HmpHICvAwkY7bg4cOYbyK26cHThhIITtI5+RR1TPQUFExYok4keccu2guffFmBNJ+JzqpJp7XSyJo3UBFpM1L7FZ4eEdiOSOYzW07C+tAExlFU2DvqquuSv7/f/935nXUWnfFve+++3Dddddh6dKlAICHH34YL7zwAtauXYtvfOMbI27/y1/+Et/61rdw8cUXAwBuuOEG/P73v8e9996LJ554IuvzRKPRlJ99Ph+zZizC2TlymqFxJ6Hl1FsR2Ho/ijq3eG5GtaSkBJPqTwKaxVpCeOjgQVWBvfTiwU7YdIiIyPWqGoGb3kHPkX3YunUrL6RtpncDlUn1J6maMNO7YYieTfYysWsCc2jcSdg8+z5MmR5QXKuSzKOmDrSQm9Q5BCfZU8ViMcRix4//9JhVLpoCe2+88YaWu+UVj8fR3NyMlStXJn9XWFiICy64AG+//XbG+8RiMYwePTrld6Wlpfjzn/+c87nq6lLTRVetWoXVq1drazjlJT9JcnaOHKe4FF0VJwNIzSgQIbhlBZ/PhxPPOA/dJyRmLznodDYty92IiExV1Yihkmp0fxR3RMkDN1+MKpn0kgfT5BuoTDnncpw4ZaYFrTzOqE32bE88KC5Fd0WjcCusKD8jN6kTaWUMYH5fJ+rmJXZZs2YN7rzzTk33VR3Y+/jjj/Hee+/hzDPPxLnnnqvpSbM5ePAgBgcHMXHixJTfT5w4Ef/4xz8y3mfBggW47777cO6556KxsRGvv/46nnnmmbzZgu3t7fD7/cmfma1njvSTpLSbpNbZOdE6O/KOvrJadC/bhIJ4D7Zu3erJ4Jaoy/pJIQcvdyMiEonXL0YzBdN6y+ocEZTNRpTEAzcHjSk72wPLWXB1i7VWrlyJ5cuXJ3+ORqMjEtKyUR3YGz16NL7+9a/jRz/6keGBPS0efPBBXHfddTjllFNQUFCAxsZGLF26FGvXrs15P7/fnxLYI3OknyQTJ3wNufIsYkoCGB47DcMAuj+K6wpuaa1FYyQOHD0o23I3j16YuhWPbbILv3vkNOnfWb3Lgo1sE3mLKIFlruqwl57ycJqW4p522mlobW3V9IS5jB8/HkVFRdi3b1/K7/ft24dJkyZlvM+ECRPw7LPP4uOPP8ahQ4dQW1uLb3zjG5g2zbkzRm5jyEmSRUzJJdJr0dgVpObA0aMcttyN1OPsOllJvpKC5xV7qQmssiZYgpczLxmIF49dgWV5LW2u6nCuQi13+t73voef/exn+P3vf29oY0pKSjB79my8/vrryd8NDQ3h9ddfxznnnJPzvqNHj8bkyZMxMDCA3/zmN/j85z9vaNvIfollgI2OuxjliZPk5LVoupdtSmRRWYjfRzG44XNgaQQiD0tbSeGVmrMik84rSrI9pIAWSxG5h9pzsvQdcPI4hIxRUlKCE884L7Gq44svYfPs+3Rfo9TW1mr6bsnHx24YK1tJU8beT37yE4wbNw4LFizA1KlTMXXqVJSWpp7QCwoK8Nxzz6l+7OXLl2Px4sWYM2cOzj77bDzwwAPo6elJ7pK7aNEiTJ48GWvWrAEA/OUvf8HevXtx5plnYu/evVi9ejWGhoawYsUKLS+NPEBrR6OVl2cDKTu7atHYlc3Dk3MqvZktVgfVUj6/tAt6tTsgAgwKEjmebCWFF2vOEokivTYbg+zeYuj42sBVHbU1NYCGiYP08TGzwJXTFNh7//33UVBQgClTpmBwcBA7duwYcZuCggJNDbrqqqtw4MAB3HHHHejs7MSZZ56Jl19+Obmhxp49e1BYeDzR8OOPP8Ztt92GXbt2oby8HBdffDF++ctf4oQTTtD0/OR+WjsaIq3ku8d5NaDBJVrGsGsAnxIQ9qWWRlCzA2K2DZWIyHns3FAp28Ws1uWoRE4lr83GILt2Tu0PmEBCEk2BPTPq68ndeOONuPHGGzP+bePGjSk/n3feeWhpaTG1PUREevh8PtQ2nAyAM6pmsDoL1y4lJSWYGPgUjsx4HTtb3rN1AC9d0Kud0TVsQyUi8rRsF7NqstKlC3leEJPTSbXZ7AiyuwXr05LTaaqx5wbBYBCBQADhcNjuppBHOHUmiAxybNnS5tn3Yf/VL6OvrNbuFmkm2ne5tqbGE3WCpEHnqOoZ6K5oTAzgHShxAeK8eqlE5A6incPsZtf7wc9BPPxMvIWft7jC4TACgQCCwaDi+2jK2JP88Y9/xAsvvIC2tjYAQH19PRYuXIjzzjtPz8NaoqmpCX6/3+5mkIdwJojsXLZkJC6rJSJyD6+ViOB4LJVd74cZSwi99l02IjAjfwweG97Cz1tcoVAIoVAI0WgUlZWViu6jKbAXj8fxhS98Ac8++yyGh4eT9ez++c9/4t5778Xll1+OX/3qVyguLtby8ERCST9pcmaDiAD3zHS65XUQkUrc2dYV7O7DhQimefS7bERwlMEdInfQtBT3zjvvxG9/+1v813/9Fzo6OnD48GEcPnwYnZ2d+O///m8888wz+Pa3v210W4lsIZ3wfD4ft4YnIQgxiFbI7gsOM0mvzenLgOV9HBF5iKxExJFrX8fEwKdc2Ve7nW3nIpGCaS4qd0Le4+axMllHU8bek08+icWLF+Oee+5J+X11dTXuvvtu7Nu3D7/85S/xne98x5BGkjHYaRA5XNogWvpZZJwJJjLXwUOHMN7uRpBjSSUiRlXPQEOF+OcUEkjV8R3SRdiNVfouF004GQ2juzx5vcNrPWcyIvOSnz1pytjr6OjA3Llzs/597ty56Ozs1NwoModbsktEwk6ULCWbke5etgmoarS7RUS6sA/V79DBg3Y3gYg8KhFME2szJy9f73j5tXudKKvKnLSqyG00BfZOPPFEbNy4Mevf//jHP+LEE0/U2iZyCS9csPEESlaTBtHcUZTcgMuA1fHCeZWIiIicRVqK76RVRW6jKbC3ePFiPP3007j++uuxbds2DA4OYmhoCNu2bcMNN9yAX//611iyZInBTSURqLmoEGXmQMIZBCIyAoMrZCQnn1eJyBg8rxC5g1eP5b6yWuy/+mWuKrKRphp73/zmN7Fz50488sgj+PnPf47CwkR8cGhoCMPDw1i8eDG++c1vGtpQspfUSZWXl6Oqqsru5qjjwLpkRCQu1g0kI2n5PpWUlKC2thZoNqdNRGSu9It/6Wc9NbaIyH5eHiMOVjaguyJmy6qist52oL8PgHev8zUF9oqKirBu3TosX74cL774Itra2gAA9fX1uPjii3HGGWcY2kgzBINBFBUVIRQKIRQK2d0c4Tm6k5IV9z1l5hyUGzCD4NXZGDqO3wEidYw6ZqTH2bFjh0Etcx6fz4famhq7m0FEGhlRLJ+IyPOOJewEtt6PntnzgXHVNjfIGOFwGOFwGIODg4rvoymwJznjjDMcEcTLpKmpCX6/3+5mkEWknbKMmkFwdKCTDCEFF4jU8HJA2KgLWelxWltbjWkYEZFN9JwTvHw+IaLMnNovaG63LIFnxriTzGmcDaTks2g0isrKSkX30RXYIyIiIuU4KUBEJBY7L4T1nBN4PiGidE7tF/S0W0rgQXGpsY1yGMWBPbWZeQUFBXjvvfdUN4iIiIjyc+qsLBGRSES6EGa/bg++70TkdIoDe+PGjUNBQUHe23V2dmLbtm2KbktERN7FgbQ+XA5OROQuIgUZvYQ1D4nI6RQH9jZu3Jjz752dnbj77rvxs5/9DEVFRbj22mv1to1ciBfyRCTRewHjix0wrjFERKSJnWM7jiuJiOzFflgMumvs7du3D9///vfxyCOPoL+/H1/84hfxrW99C42N+nceJWOIdLBxRoyIdDu2A1ZD29MpP5tJpH6UnI3fJXIbO7OH7c5w4/FM5E48tpXj9b0YNAf2pAw9eUDvtttuw7Rpxuw6Ssaxe9BD5HTyk3s8Hre7OSTbAeuUmXNQXmX+RBL7UTIKv0tE7sHjWT8GUBL4PoiFxzY5TaHaO3R2duKWW25BY2MjwuEwrr76amzbtg1r1651VFAvGAwiEAggHA7b3RRP4smLnEQ6uft8PrubQsckdsBqxPBY55x3iIgoO44NvYljrAS+D0QkCYfDCAQCCAaDiu+jOGOvo6MD3//+9/Hzn/8cAwMDWLRoEb71rW9h6tSpmhprt6amJvj9frub4VmcBSEiIiIiCceGzuWWoKxbXgcROVsoFEIoFEI0GkVlZaWi+ygO7DU2NiIWi+HMM8/EN7/5TUydOhVHjhzBkSNHst7nrLPOUvrwRESO4OVBn5dfu5vwcyQiIiO5ZZd2BpeJyKkUB/Y+/vhjAMC7776LK6+8Mudth4eH8f9v797jm6jS/4F/0kLTFpqCbe1FaktRkchFxIhddb1VUC6y7rogqOAFXdfgjd31K6ggrlC/uyvrZaPuuqv4YwVRV2W9CyrgBaWAfLkUFemFSgtSFQq9JNDO74900qRN00kyk5mT+bxfL17aNJOcTDNnzjzznOdYLBa0trZG1zqKC7yIpHhi5kGfmT97POHfkYiIiMhYeM1M0VAc2Hvuuee0bAfFMbUuItnZERERERERUbwxwo1XXm+LS3Fgb8aMGVq2g6hHRujsiNTAkyYREYmO5zIiovjC621xKQ7sERGROuKlFg3pwwgX00ZoAxHpixeARERExsDAHhERkUCMcDFthDYQERERERGQoHcD9OJwOGC32+FyufRuChERkWkw24+IiEg9PK8SxReXywW73Q6Hw6F4G9Nm7JWVlcFms+ndDCIyEQ68iJjtR0REpCaeV4nii9PphNPpRENDA9LT0xVtY9rAHhFRrHHgRURERERERGoy7VRcIiIiItFZ3Qf0bgIJjJnkFA0jfX+M1BYiolhjxh4RERGRaKxpAIDC6pcCfiYKBzPJKRpG+v4YqS1ERLFmyIw9l8uFwsJCJCcnY/To0diwYUPI5z/66KMYPHgwUlJSkJ+fj7vuugstLS0xai0RERFRjGUMwpEb1mHjqMU4csM6IGOQ3i0iIiIiIh0YLrC3YsUKzJ49G/Pnz8fmzZsxYsQIjB07Ft9//33Q5y9btgz33HMP5s+fj507d+Jf//oXVqxYgblz58a45URE2uNUEyKSSf2LcCRtEKT+RXo3hYiIiIh0YripuIsXL8ZNN92E66+/HgDw9NNP46233sKzzz6Le+65p8vzP/vsM5xzzjmYNm0aAKCwsBBTp07FF198EfJ9GhoaAn62Wq2wWq0qfQoiIm1wqgkRERERERkJkw+i53a74Xa7fT93jlmFYqiMPY/Hg02bNqGkpMT3WEJCAkpKSrB+/fqg2/zsZz/Dpk2bfNN1Kyoq8Pbbb2PcuHEh3ys/Px/p6em+f6Wlpep9ECIiIiIiIiIiE5CTD5gsFbnS0tKAGFV+fr7ibQ2VsVdfX4/W1lZkZ2cHPJ6dnY2vvvoq6DbTpk1DfX09zj33XEiShGPHjuGWW27pcSpuTU0NbDab72d+AeMb7yAQERERERERxY94us6fM2cOZs+e7fu5oaFBcXDPUBl7kVizZg0WLVqEJ598Eps3b8arr76Kt956C3/84x9Dbmez2QL+MbAX33gHgYiIiIiIiCh+xNN1vtVq7RKnUspQGXuZmZlITEzE/v37Ax7fv38/cnJygm5z//3349prr8XMmTMBAMOGDUNjYyNuvvlm3HvvvUhIED52SURERERERERE1IWhol5JSUkYNWoUPvjgA99jbW1t+OCDD1BcXBx0m6ampi7Bu8TERACAJEnaNZaIiIiIiIiIiEhHhsrYA4DZs2djxowZOPPMM3HWWWfh0UcfRWNjo2+V3OnTp+OEE07wLXYxceJELF68GCNHjsTo0aPx7bff4v7778fEiRN9AT4iIiIiIiIiIqJ4Y7jA3pQpU3DgwAHMmzcP+/btw+mnn453333Xt6DGnj17AjL07rvvPlgsFtx3333Yu3cvsrKyMHHiRCxcuFCvj0BERERERERERKQ5wwX2AGDWrFmYNWtW0N+tWbMm4OdevXph/vz5mD9/fgxaRkRERhBPK2ARERERERFFylA19mLJ4XDAbrfD5XLp3RQiIgpTPK2ARUREREREBAAulwt2ux0Oh0PxNobM2IuFsrKysJYPJiIiIiIiIiIi0orT6YTT6URDQwPS09MVbWPajD0iIiIiIiIiIiKRMbBHREREREREREQkIAb2iIiIiIiIiIiIBMTAHhERERERERERkYAY2CMiIiIiIiIiIhIQA3tEREREREREREQCYmCPiIiIiIiIiIhIQKYN7DkcDtjtdrhcLr2bQkREREREREREJudyuWC32+FwOBRv00vD9hhaWVkZbDab3s0gIiIiIiIiIiKC0+mE0+lEQ0MD0tPTFW1j2ow9IiIiIiIiIiIikTGwR0REREREREREJCAG9oiIiIgElJSUhMLCQiQlJendFCIiIiLSiWlr7BERERGJzGq1orCwUO9mEBEREZGOmLFHREREREREREQkIAb2iIiIiIiIiIiIBGTawJ7D4YDdbofL5dK7KUREREREREREZHIulwt2ux0Oh0PxNqYN7JWVlaG8vBxOp1PvpqjC7XbjgQcegNvt1rspRHGNxxqR9nicEcUGjzUi7Xk8HixZsgQej0fvphDFtXg5pzmdTpSXl6OsrEzxNqYN7MUbt9uNBQsWCP8lJjI6HmtE2uNxRhQbPNaItHf06FE8//zzOHr0qN5NIYprZj6nMbAXAqfpakuk/StSWwHgtdde07sJYRGtvSIR7bvL9mpHpLaKSLR+TKT2itRWQLz2ikS0fozt1ZZo7RWJaPtWpH5XtH0rWntFoua+ZWAvBH6JtSXS/hWprQCwcuVKvZsQFtHaKxLRvrtsr3ZEaquIROvHRGqvSG0FxGuvSETrx9hebYnWXpGItm9F6ndF27eitVckau7bXqq9kiBaW1sBAN999x1sNlvI53o8Hnz33XexaFbUDh8+DADYu3cvGhoadG6NMiLtXy3beuDAAdVf89ixY5q8rlaM3l7/v71ox5pIxxnA9mpJpLYqOc6M1mcE68eMsL+7209G73f9idRWwDjtVfL94zlNW2yvtvRobyTHdlNTEwCgvr7e9/+dGW2/++9bI/RnPQm339Vzf/M40068ndPkzyDHsEKxSJIkqdYyAZSVleGss87SuxlERERERERERETd2rBhQ48r5JousPfTTz/huOOOQ01NTY8Zew6HI6yVSPTU0NCA/Px8RZ/LKETav1q29eOPP1b9NX/729/iqaeeUv11tWL09p533nm+/xftWBPpOAPYXi2J1FYlx5kWfWc0gvVj/n2HXrrbT0bvd/2J1FbAOO1V8v3jOU1bbK+29GhvJOeepqYmTJ48GS+99BJSU1ODPscI5wt//vvWaOfbYMLtd/Xc3zzOtBNv5zT58/z444/o379/yNcy3VTcxMREAIDNZuvxj52YmCjEF8Kfks9lFCLtXy3b2qdPH9VfMyEhQZPX1YrR2xvsby/KsSbScQawvVoSqa2yUMeZ0fqMYP2YEfZ3d/vJ6P2uP5HaChinveF8/3hO0wbbqy092hvNsZ2amtrt9kbb7/771gj9WU/C7Xf13N88zrQXb+c0OYYVChfPCMHpdOrdhLgm0v4Vqa0AMGnSJL2bEBbR2isS0b67bK92RGqriETrx0Rqr0htBcRrr0hE68fYXm2J1l6RiLZvRep3Rdu3orVXJGruW9NNxW1oaEB6ejoOHTokRBRXqXj9XGawZs0avZtAPbjgggt8/89jjUh7So4zEfpO/75DLyLsJ9KGku8fz2lE4YmkT21sbMSECRPw5ptvdptVZoTzRXfi8Txi5P1NkYu3c1o4n4cZe3HCarVi/vz5sFqtejeFKK7xWCPSHo8zotjgsUakvd69e2PGjBno3bu33k0himtmPqcxY49IZ/F4Fyze8K4ekfGI0Hcaoe8QYT+RNozw/SOKN1r1qUY+XuPxPGLk/U0kY8YeERERERERERFRnDNtYM/hcMBut8PlcundFCIiIiIiIiIiMjmXywW73Q6Hw6F4m14atsfQysrKOBWXiIiIiIiIiIgMwel0wul0+qbiKmHajD0iIoqO2+1GVVUV3G633k0hIiIiIiIyJQb2iIgoIh6PB1VVVfB4PHo3hYiIiIiIyJQY2CMiIiIiIiIiIhIQA3tEREREREREREQCYmCPiIiIiIiIiIhIQAzsERERERERERERCci0gT2HwwG73Q6Xy6V3U4iIiIiIiIiIyORcLhfsdjscDofibXpp2B5DKysrg81m07sZREREREREREREcDqdcDqdaGhoQHp6uqJtTJuxR0REREREREREJDIG9oiIiIiIiIiIiATEwB4REREREREREZGAGNgjIiIiIiIiIiISEAN7RERERERERERxasmSJbBYLKiqqgr5PIvFglmzZsWmUQoVFhbiuuuu07sZhsbAHhERERERERERkYBMG9hzOByw2+1wuVx6N4WIiIiIiIiISBPXXnstmpubUVBQoHdTqAculwt2ux0Oh0PxNr00bI+hlZWVwWaz6d0MIiIiIiIiIiLNJCYmIjExUe9mkAJOpxNOpxMNDQ1IT09XtI1pM/aIiIiIiIiIiOKd0hp7shdeeAGDBw9GcnIyRo0ahXXr1gX8vrq6GrfeeisGDx6MlJQUZGRk4Ne//nWX15ff99NPP8Xs2bORlZWFPn364IorrsCBAwcCnitJEh566CEMGDAAqampuPDCC7Fjx45oPrZpmDZjj4iIiIiIiIiIOqxduxYrVqzA7bffDqvViieffBKXXnopNmzYgKFDhwLwzoD87LPPcNVVV2HAgAGoqqrCU089hQsuuADl5eVITU0NeM3bbrsN/fv3x/z581FVVYVHH30Us2bNwooVK3zPmTdvHh566CGMGzcO48aNw+bNmzFmzBh4PJ6Yfn4RMbBHRERERERERETYvn07Nm7ciFGjRgEArrrqKgwePBjz5s3Dq6++CgAYP348rrzyyoDtJk6ciOLiYvznP//BtddeG/C7jIwMvP/++7BYLACAtrY2PP744zh06BDS09Nx4MAB/OlPf8L48ePxxhtv+J537733YtGiRVp/ZOFxKi4REREREREREaG4uNgX1AOAE088EZMmTcJ7772H1tZWAEBKSorv90ePHsUPP/yAk046Cf369cPmzZu7vObNN9/sC9YBwHnnnYfW1lZUV1cDAFavXg2Px4Pbbrst4Hl33nmn2h8vLjFjj4iIiIiIiIjIBA4dOoTm5mbfz0lJSTjuuON8P5988sldtjnllFPQ1NSEAwcOICcnB83NzSgtLcVzzz2HvXv3QpKkgNfv7MQTTwz4uX///gCAn376CQB8Ab7O752VleV7LnWPgT0iIiIiIiIiIhO444478Pzzz/t+Pv/887FmzZqwXuO2227Dc889hzvvvBPFxcVIT0+HxWLBVVddhba2ti7P725FXv+AIEXOtIE9h8OBxMRE31LCJA632426ujrk5ubCarXq3RwiIiIiIiIiIdx999245pprfD93zojbtWtXl22++eYbpKamIisrCwDwyiuvYMaMGXjkkUd8z2lpacHBgwcjalNBQYHvvYuKinyPHzhwwJfVZxYulwsul8s37VkJ0wb2ysrKYLPZ9G4GRcDj8aCqqgoZGRkM7BEREREREREpZLfbYbfbu/39+vXrsXnzZpxxxhkAgJqaGqxcuRKXXnqpL/MuMTGxS7bdE088EVYwyl9JSQl69+6NJ554AmPGjPHV2Xv00Ucjej2RyclnDQ0NSE9PV7SNaQN7RERERERERETUYejQoRg7dixuv/12WK1WPPnkkwCABQsW+J4zYcIELF26FOnp6bDb7Vi/fj1Wr16NjIyMiN4zKysLv//971FaWooJEyZg3Lhx+PLLL/HOO+8gMzNTlc8VzxjYIyIiIiIiIiIinH/++SguLsaCBQuwZ88e2O12LFmyBMOHD/c957HHHkNiYiJeeOEFtLS04JxzzsHq1asxduzYiN/3oYceQnJyMp5++ml89NFHGD16NN5//32MHz9ejY8V1xjYIyIiIiIiU2MNZyKKZ9dddx2uu+66Hp/nP7326quv7vZ5/fr1w7PPPtvl8aqqKkXve8EFF3SZypuQkIB58+Zh3rx5IV+TukrQuwH+1q1bh4kTJyIvLw8WiwWvv/56yOe/+uqruOSSS5CVlQWbzYbi4mK89957sWksERGpwu12o6qqCm63W++mEBGRSck1nD0ej95NISLBcWxLsWaowF5jYyNGjBgBl8ul6Pnr1q3DJZdcgrfffhubNm3ChRdeiIkTJ+LLL7/UuKVERKQWM19MceBHREREFF/MPLYlfRhqKu5ll12Gyy67TPHzO6+QsmjRIqxcuRJvvPEGRo4cGXLbhoaGgJ+tVivT7omIKKa4yjcRUSBOiRUf/4ZEROFzu90BN/s7x6xCMVTGXrTa2tpw+PBhHHfccT0+Nz8/H+np6b5/paWlMWghGQkzZYiIiIiMhZku4uPfkIgofKWlpQExqvz8fMXbGipjL1p/+ctfcOTIEUyePLnH59bU1MBms/l+5t0k82GmDBERERGRMTDTTz3cl0TimTNnDmbPnu37uaGhQXFwL24Ce8uWLcOCBQuwcuVKHH/88T0+32azBQT2iIiIiIhIPAxixAfedFcP9yWReKIpDxcXU3FffPFFzJw5Ey+99BJKSkr0bg4RkSm0tFRDkqrR0lKtd1OIiMjEOPWTiIjMTPjA3vLly3H99ddj+fLlGD9+vN7NISIyhaamSmzdNglt0oPYum0Smpoq9W4SERERUVxgLXAiCoehAntHjhzBli1bsGXLFgBAZWUltmzZgj179gDwzjmePn267/nLli3D9OnT8cgjj2D06NHYt28f9u3bh0OHDunRfGHwREGkHrMeT8daGwEAFkwI+JmIiMRn1nMbkVEwC5WIwmGowN7GjRsxcuRIjBw5EgAwe/ZsjBw5EvPmzQMA1NXV+YJ8APCPf/wDx44dg9PpRG5uru/fHXfcoUv7RcETBZF6TH88WTL0bgEREanM9Oc2IhNjYJ9IPIZaPOOCCy6AJEnd/n7JkiUBP69Zs0bbBhERERERERGZBBfeIBKPoTL2YsnhcMBut8PlcundFCIiIiIiIlUx84qISDwulwt2ux0Oh0PxNobK2IulsrIy2Gw2vZtBRERERESkOmZeEVEk3G436urqkJuby75DB06nE06nEw0NDUhPT1e0jWkz9oiIiIiIiIiIqAPrrIqHgT2KGtP8iUh07MeIiIiIiEhEDOxR1BjRJyLRsR8jIiIiIiIRMbBnYvKFLDNUiIiIiIiIiMiIOLsmNAb2TIwZKvpgp0REREREWpHHmhzjE1G8YOwiNAb2SFiiZhyyUyKKHAPjREREocXLWJPnfKLI8NgxH9MG9hwOB+x2O1wul95NoQjFy6CFKFJqnLRFO/F3d9yL9jk6E/VGBRmH6McAUbzgsagejvUp1uLl+OWxIzaXywW73Q6Hw6F4G9MG9srKylBeXg6n06l3U4iIIqLGSTteTvyifw492m+kwauR2iIq0Y8BItHJ/diRI0d4LBIJiudSMgKn04ny8nKUlZUp3sa0gT0iIiIzM9Lg1UhtISKKhOj9GG+wEBGJi4E9IiIiIiIiE+scmGSgj0gf8rHX0NDAY5AUY2CPiIiidtRzlIMPIiKKK9EEt0SvncoMRCJ9yMdeY2Oj0McgxRYDe0REFLWjR48qGnxwoE1EFN/iqZ+PJrglemBMdNz/RGQmDOwREVHMcKCtjXi6kCYisRmhnxe9TxS9/aLj/veSj+Vjx47p3RQi6gEDe0REZAiiT1vSkxEupImIjEL0PlH09ouO+99L3g+tra16N4WIesDAHgmnpaUaklQNt6dG76YQkYpiPZDmHXkiIiIiIu1wvB0bpg3sORwO2O12uFwuvZtCYWhqqsTWbZPQJj2I3bunQpL2692kiDG9nXii01c835Hnd4uIRGCkvkq+cdzSUq13U4Ql/z3j8bxKRJGJ5/G2VlwuF+x2OxwOh+JtTBvYKysrQ3l5OZxOp95NISgf2B1rbQQAWDCh/ZEWjVumHaa3E090+lD7wsNIF6YyfreISARG6av8bxxv3TYJTU2VurYnEkY4Fxnl70lEJDKn04ny8nKUlZUp3sa0gT2KjtqDh7AHApYMVd6XiPQX6+n1al948EKGiEhsnW8cyz+LJJ7ORfH0WYiIYoGBPYoIT7hEYjPKdJl4ml5vZmrd7OECKkSkK944NgReZ5DoOLWfYo2BPSIiEzLKoDmeptdHQvTFgOSA3pEjR1T5Phnle0lERJFze2oY1CDTioep/SQeBvbIVOSL0IMHv0Zj404OOoiMwoRZElpkK8Y6MMZAHBGpjZkuYpOk/di9eyqDGhEKNaPCCHUUqWfxMLXfSIwyy8joGNgjU/F4PKis/AKbNo/DjnIOOohIP1pkKzLQJj5euJGZMdMlHnjPZQxqRCbUeZzneMGY8KY10DGOaWho4GyOGGJgj0zIO+AoKloIi+UmABx0kNhYl0xwJh34mV13ATwOYElUamRVRJrpwiw/Awrz3NbUVOmbTSNqeQqj8N+Xhw9/yzEixZQ8jmlsbOR4JoZ66d0AvTgcDiQmJsLpdMLpdOrdHNJBSnIRLHBD0rshRFGST6AZGRmwWq16N4cE5Xa7UVdXh9zcXH6PYoDHLcUb+Ts9ePDg6F/MkgGlAzQ5yw8Atm4Dis9eDSAz+jZQzDQ1VWL95yW+n3fvBhIsiwCo8F0ymc77cudX3n2ZkTGO5xoSijwuTUtL07spMedyueByudDa2qp4G9Nm7JWVlaG8vJxBPSKKCrMEzCtWNT9iNTWTmWJEJCLWs1KXHucC+W/mP5vGaItpyefiY8eOxeb9IlyARIR9SdQd/zGvmcelTqcT5eXlKCsrU7yNaQN7RETRMmstILfbjbraWr2bobtoBhzh7EMzD2yIiBRjWQNV6HnO8c6myY35+4bSefX3cDJoIqXGAiTR7Ev5pjWnRKujrraWU6EV4pg3cgzsmRA7ayJ1mDVLwOPxoLa2Tu9mCC2e9yEXfyASl3z8Hj78LbPRiaBXoEGfBUjcbje+2fWJ76b17t1TIUn7Y/Le8ay2to6BqnYcI2rHUIG9devWYeLEicjLy4PFYsHrr78e8vl1dXWYNm0aTjnlFCQkJODOO++MSTtF5p9hxM6aSCXMEtBNrKbDknK820okLo/Hg8rKL7DzqysNkY3OTBcytRiPLz0eD/Z+t9v71u1BRU7jJTVxjKgdQwX2GhsbMWLECLhcLkXPd7vdyMrKwn333YcRI0Zo3Lr40DnDSO/OmhflRPFJjTtySl6DAwSx8RxAZET6ZAsFo1emy1HPUfZNZG68aU0kFEMF9i677DI89NBDuOKKKxQ9v7CwEI899himT5+O9PR0jVsXZwzSWRvxopwpwmRG8rEY7vc+MyN4X6LGsW3E/oHUxb9xBwY5SU9Bv38GGSvq4ejR2Ab2tBp7RroAA4mJNZCJzMtQgb1YamhoCPjHII4yZrjw4IUmmVGk3/uMzEyNWhQ7LS3VaGzcadqLH/Z5xsC/A+mJ3z99abH/1ViAgcQSz/V7KbbkmvxmHBfrye12d4lTKWXawF5+fj7S09N9/0pLS/VukhA48CMiIws381CS9mPrtknYUW7eix/260RE8cg4U6qJzC7SmTF68K/Jb8ZxsZ5KS0sDYlT5+fmKtzVtYK+mpgaHDh3y/ZszZ47eTdJcsPRsCXVRR+IZ0SeKjkgne6MLP0jlvfApKloIi+UmALz4ISKiOGLiKdVERiHSTdTONfk5Lo6dOXPmBMSoampqFG9r2sCezWYL+Ge1WvVukuYC07OTAQCS9ExUkfiWlmpTRfRZf4+0oNbJngHCyKUkF8GCXL2bAYD9DBFRNOpqa4W4eCZtmKFsEFFMGOymgBlqhlqt1i5xKqVMG9gzOwuyMWjQ8qgzVFpbm9pfzxwRfTUCMHKGo9ujPAJPYqirrdU1GCPS3UDqHv+OHRjkJKJw6bWSrl6CBbJaWqohwRi11uQVhmPVj/McSnrSewGTeA1ss2ZozwwV2Dty5Ai2bNmCLVu2AAAqKyuxZcsW7NmzB4A3NXH69OkB28jPP3LkCA4cOIAtW7agvLw81k0XkjUpX70MlfaIfqwDG2pMJY5EpJlR/jULdu+eCknar1ELSQ9GuZgwY+aefBdP5IC5Xv2ZkZnhAk2Nz9jUVGnqBWCIzKxzHyLPppGkZ9qfkaxf4xDdCsNmyNAhY4m2xJTeC5jI/cHhI7shSd7F4eIjCMaaoT0xVGBv48aNGDlyJEaOHAkAmD17NkaOHIl58+YBAOrq6nxBPpn8/E2bNmHZsmUYOXIkxo0bF/O2i06tgFzsAhvqTCWOVKQXYp1rFsidFMUnLbON/C/kOwezwvl+ihYQCzbg8r+LJ2bAPLA/i9UFjJGyh0X7Hqop2sBeU1Ml1n9eYuoFYCg4ZrzGltynNjd/rWt/5ptNY7nJOzsH2bq0I1oSmKEj03tGiFmIsGiEkn7df1y8o3wq1n9eYsjPEhGDTQ82kl56N8DfBRdcAEmSuv39kiVLujwW6vmkXG1tHfLyPMLUGrQgG0WDlqOi4kNI0jNCRO0DUrMtGQC/ukJTkmovX7BnZGSoemzJF/Ky3buBBMsiAIPDeh3viX9up9cwLnnABQBbtwHFZ68GkAn/u3gS3oRoAfPO/Zl8UdYTt9uNuro65OaGn3ntvy8j/f6oRbTvodHI57+iooWorKwS5pxI2tPqHERd+feplVXex/TuzyzIhTUpH8BORc/vuNmTqm3DFAs8t5u5X5Ov00hb/gkY/t85//GWHn2p3Jfn5uYq7Nfbjx3LTRg4sBAVFfdGdfzU1dbCWngyzyMGZ6iMPaJwqDmVOBZ3wvROzSZ16fn39L+Ql+tkRhbMCkxrj3VALNw6JD2u0iXwXbxI+rNoMr2MlT2s7/cwXhhpARiKb8wE7MrXp1puwsDCf0V5bo69YKViDDMNVuBzO4mjSwKGn1iXBemc/Xv4yO6I3t+CXKQkF0XdHqOUGqLQTBvYczgcsNvtcLlcejeFVBBtYI4dFokokgv5oEV1VRg0N7dUhH0BEHFwlIN89RhpX/q1JR5r6zEYQvFCr+NTj2Mo3OCWBblISRnsOzeLUju1880eCdXCT4M1TGCShGCUBAz/IHtl1Y0Cl5mhaLhcLtjtdjgcDsXbmDawV1ZWhvLycjidTr2bQiowYmCOF3FkRGpfkPVK7AMAqKi4V+gLAFImVv1aPAb24vEzEQFdbxjJARW1i7ZrdQx1lz0e3SqM+taCDkfwTCWxC9VzBU2KJTXHRqJn/5I6nE4nysvLUVZWpngb0wb2iLTGizhSk1EDxSmphSg+ezVOsy/3DT5CXQDI0wsaG3fyLrqKYrUQBvs1IurMv18QsWh795k6kQe3LJZs78IV7efFmppdYZ2/o12ZMxwhM5WMlNXdjeDjo+gCkxyrdJBQB4Dn/FC0GBt1zv4l6omhFs8gIqLg/IvlGk1q6kC0tmbCgp0h14TxLy6+o9z7mMXyG0XvEW49PkWv6alpH7CKraWl2jALYZA29C7cTaScukXbI9UxDTMTaWlDo3uxCBc8k2unSghvkbpgC0Wlpg4MvwEmEXIxgQj+dsHGKuY8r3ZknQL3AEjTtTUkro4s7lQkJhplcZ74w4w9iimjZh1FK14/F5mPPEDW4rvsP72gqGhh+6OBUwu6q0ekdu0TOavEO2CF0AMNeRVdLj4Rv5gpSXqKpI5xJEXb1bqBI8GY0zCVnl97XCiKNKVkrGIGFnizThMs8wDk6N0cipJ/Px7L69bOWdxbt01ivUCNMLBHMWXki5No2hbptkxvN7dYTZ8MhxrHaF1tbcjtg1/wxboeUUdWyfBhK5GcXKDx+8WAAFOmiEg8WtQxli8sDx/+1jflVL0bOMasD6fk/OrxeLpdmVMELS3VQmbCBwt0qLWiqMisSfmwWAoAJOndFIqSfz8e2+vxjvG2mQPlscDAHhmCEVauim0n55/evi8G70dG47/qVbytdhXJRaB8Z1hJnb5o+V94WJAbdVDPCP1XZ0ZsExGRzOPxoLLyC+z86kpfZp3q/ZWAgbFogptyv9/cUqFyq5SRxzVyJrw81o2Y9EPUbVLKyIkHRPGAgXLtscYeKSLX90lL89ZX6Bg8RF/rx5uiOxeAeWqJWJCNokHLUVmxE8BxejeHdOA/1UbCm+Ddq8B6RFrxr53jFd2FhxH7L+80tAdVaRNruxGRdjoy6yS86SsrQOHzPxdV+OJ6UQbWwhQ4hfUiVFaErrvbvfab33gz4OdY8Hg8qK9Xt54vEVEsmDZjz+FwwG63w+Vy6d0UIXS34llFxb3tz4jmpGvMKRNaY3o7AdAtoyBeFo4Il/+FhzdDMLvLc8KrJ2XE/ku9NinNYugojBz9CoIS6gw1PZ2INKbxeTCcPj3TgAtUKdMx3e00+3IMH7Yy6PktFizIhTUpP/LtLR213QYNWg4LYvc51K7nGw55OrBWWYNa1lAmInW5XC7Y7XY4HA7F25g2Y6+srAw2m03vZgiqY/BgH3IREhNTsX37puizbLpZuco/Y0SWl5eLpCQGxIgi4X9n3yu2d/WNoOPC4+suvwtn9cKOF4xs1URNRdgmefDv3+d2x1sncgt2734CQOAKgv6vo2xfdpQo2L37GZOuQkhEagunT8/IzMSB+hg0SiMW5KJPnyHtP8XugyhZ+CScc4L35ndT+3l6p4otNS55/xQOTNXkxmvI1YOJDMyMyQhOpxNOpxMNDQ1IT09XtI1pM/YoevLgIZL6VOHUsgj23Ny8vIgCe6IW9aX4otbKf5HrCM7H+m54vItk9UijUdo/d9SJ9Ab1Eiy3BRRGDrdmUec6i5yeTkQEHPUcNXymlZJMN9ax65k8K6q7OoXyomusn0udaZ3xGQ75e9rc/HXU1909HRPUgYE9CkmrTkKPk3vnor6JiamqvwfT3EkJPad6+It2uoyaYpGFq1ZANVS/qMXqkWGLUcHxrtOaT4+6MLJcZ9HM/Kc1a786NBEZ3dGjRw1zwU5a6/7Ga0tLtW/Rta3bJoV1fvAvccFrldiJ5dR+owTO/RcHrKy6UYWAHJMRlGJgj0IySiehBv+L0OHDVka9EmYw8bS/SCyi1yWLNAs3HGoFVI17nOtTcNxIAWKRyHe0/Y9b/xq2O8qnYv3nJQzukTC0mi5l3D6XupOUlIS8PHPfpIlGsPOqvLhMePVz/UtcTIUk7e9yPMk3KxnoU19GZqbeTYg5/+vtgYX/6qiVGWXNT441e8bAXpxh59wzC3KRnFzAQQfFia6DNhKLWtmK8lTWSAuOy5liIgeIReF/RzvwuO24My1Paw528cZzPUVDi++PltOljBLYi4dSC4pFmfmdlJSE3Lw8lRrjFc3+j6u/XRiLzcgLkYQqcWGU44viiwW5SEkZDIulIKyAnHzTs7FxJxobd7KEVhgY2Isz7JyVs1qtqg86iKIV7gVXqEEbp1toK5rsFP96n2pmK8qrbYd7V1NCR6YYA8Ta893Rbs+86HyxZUFuyGnNPNdTNLT5/nSaLhVldkYsprCFW27GEKUWNKdP5rcS0ex/c/ztgmOJC/2JPqsmVvxveu4on4od5aytFw4G9oiIDCSSC67uBm1aXfxzEZroslM61/vsldgn5PNjUyy7/aK8m0BTuNQexMZtkDqMzAuiWIh2Oq1a06ViMYVNtAB5LPrB7jK/Y5Xx1rt3bxQWFmpWmiPSbFUJdd6FAKRqAGJ8Xyh60X7v5fGd0WfVKDkuYtH/+E/jPc2+HKfZl6s2ldcMTBvYczgcsNvtcLlcejeFBCbaoJAoWuEGpeJX5MV8O9f7TE0d2O1z/e9ehlssOyJRBprkRYnUHsSyrw1PXE07o5gRffXBWBaql8kXxEc9RzV/r1j1g8Eyv7XMePNf2Kp3kraBvXD3of85rbLqRrRJDwLYp0nb1BZJkJQ3bgNF+71PSS3E8GErQ06FNgL/46K7hebU7H8k1IW8WW1BLvr0GYI+fYZENAslHrhcLtjtdjgcDsXbmDawV1ZWhvLycjidTr2bYmpaFVqOFV5smk+wqTt6XEzoJZygVCzoPQhVmp0S7G6oXO8zlM5TNpUVy9ZPcnKBEIPYeGfmaWcUDeOtPhhO9q+aWX7NLRWKzi3yOPDoUe0De/FKrYWttCCf0xIs83wLAQA5ejdLkXCDpPKqu6IG9mOhc9aakun8yckFQk2F1vJ49A+Ux+RmtcCcTifKy8tRVlameBvTBvZIf+HeGfZ4PEHvIBDFUrBgbrysehXOBVRPQSl5IYZopo/2NAW1uakq5CDUSAsMRHITIKDPE2jKptJBbFNTJQsj+xH9RheJzf8miRFWH1Q6ha277JJo37ei4l4GOExAcWDGUuBbCADQJpuws0gW+YvmZqdv1V3LTRhy6isYOHC0ZpmTRhJOrc3OYzm1EzzU7s860zshpfPNX6PfrBYNA3smFekqjOpeeIR3Z9jId/SIxKbuyrr+CzFEekdODtrJrxEsuOefPRisD9F7ABMtI/d50d5oaWqqxPrPS1gYuZ18zKi5L+Tv/7Fjx6J+LYpvnUssGOFYVDqFTe1+MiW1EMVnrw6s7aRh5mK4C3hQ9yK9gWbU/R/uysJqlUqxIBdpaSdpOiXaSIz0HdB63GeEzypaBqNIGNgzqUhWYdSq9ooR7gz7UyPTiEgkoVbWjUzgQgyR3JHrPAVVvpMcTOc+REIdGht38hgOh/RDWE+PdvAp/32LihayMDIAtVcUBToG8K2trVG/FsW3LjdJLNkRZQupTa8LwNTUgT3WdlIrICcfp4eP7IYkVXPlzCgYIWihJ6OVSqGueqotRxQNBvYoQOipa+pfeBiNHLyMWaF6onZaBqOUrGTV3cq6UVFj+mhYr9GRebijfGr7nWtjrkBmHO37DG8G/BwrKclFpi2MHIzRbnSRufh//8LNFjKUMG9URELVQvJ+Y8/du6dCAs9bFDkl9Xsp1jrGp7y+JK0wsGciSuouKBmoiHThEX6Nra6ZRv6vIdf84h1VUo+6wahgdfJEvIv9Q3192NvImYcJlnkoKlrY/qh4izc0t1TErJ+xoGOfGaVYPhFRJHx1+TS8UaHN+TRw7CniectIWK+UjKbzzBjWliMtMLBnEmrVXVBCSXZQrEQ8APPLEpJfo6Fhl6/mlxp1yCj+RJJi7x9YiS4YpW6dPL3V/xBZxoU1Kd9b5Dq5KKztOk8706cf8/4NKyrujWnmhrzPjHjDRi6NEPc3U2KQYUTmZaRxmZbkunxa3qjQ9EZZhFnuoW7cG2FKtZo3q3r6LmtVNohIiZaW6m4XBdNkZozGMjPEWbiNTBzYczgcsNvtcLlcejclJoLVXdDiZC+hDoeP7BYuO0gJ32pR7XdUJVTG/8UmKeK/et/WbZPwza5PwrqACicY1d2iBZ3vBvL7GR6r1Row7UyPLEeLJRvDh63EaXY16x2Ky38RlngIVgen71RoMgcRs7YjJa9gasQbFVroaeETPadU+68wrFY/3vN3ObyF+YjUIkn7sXXbpIBFwbRMpOmOmhmrGZmZqrwOhc/lcsFut8PhcCjexrSBvbKyMpSXl8PpdOrdlJjyr7vgfyEbfTHP+MoWCslyAgCTfFbqlv+Js/PqfXu/242Ghl3eu3YqL8QSatEC791Ab7Fkfj/FlJxc4C3aLthdXW3E//S0LlOh47B2LemntbVZ1YxXruBqPMEWPjGK1NSBvhWGY32zSqSyQUpIqENzS0W3v3e73VGtVE9q8H635UXBtFjAxJcR2M21RbxnrBohAzlWnE4nysvLUVZWpngb0wb2yKtzplEkAYikpCQMHDgaQ059Rdgsk2B1ybojX4iJ+lkpep1PnL0S+wSs3ieh465drBdiUX+FW3WYcdAZfo3P8Mg1P0MN9uOCGouwGJiRp0KT2FpaqlTNeDVT5p9ojBrI8q0wzJtVEfG/TquouLf90a7BmmhXqif1yIuCqb2AiYRyBdcW2ix0Gc51spaEXtQpBhjYM7nU1IEBmUbydNNwWK1WFBYWIi3tpJieuP2j9vKKouEGT/xPmOHUs4qkToJ/DZS8vFwkJSWFtT0ZSceJM/gduY67dnoUyg31/VSyiI4Wuh10xnFtsWAXwd1NpU5KSkJhYaHifkGeftUmPRhysC/TOsioiW6+G/JnOXbsWIwbZGy9e/c2zZ1sUiY5uVCTmzxy7UulN4PramvF6nsMTknNxHDPKaIxS91I+TotwTIPp9mXe6/ZOL1YE/4zcfxry/lnyekT3JJnxb0CADj5pEd7vLZQK9Df5TpZw1lAZkwAUFsvvRtA+pMzjSS9GxImq9WK/PyT8d1eeUVRb/ZU8dmrFac+yyfMbdvfbM++0ia7Sb4Il+Xnn4zW1vgcbJmJ/9T2YFKSi2CB2zDHVktLdcD3EEjWbfCfmJgKoKO2WK/EPmhtjfz1RLmI6S7AKd8gkZ8TitvtRk3NLgDe4LJ9yEVITEzFjh3dryQsXwRlZGTAarX6HjfKTYbAv1/ounPyZ2ltbUWvXmIMY5qaKtHYeKA9GJIJqwazY3on9UZuXh6+26v+a5OYEhNTVB/feTPW5wIAtm7zjrmA0HWYamvrkJfnCeh7KHL+/Xl3/M8pboETLOWb+J37NSX7IF5460bWo0+fIe2PbNK1PfHIv18DgOzsAhyo75iBI9u9G0iwLIpp2yyWbAwqWo7Kip0YOnRU+3X7jz326/K4qnfvnyJ+b7nUkNbXyQCzTtVgqIy9devWYeLEicjLy4PFYsHrr7/e4zZr1qzBGWecAavVipNOOglLlizRvJ0iMOOdLHlF0XAzo/ynUGol2OIlRNHq3bt3WMEs3wIwfin6egXEkpMLfMeuGseEKIG9aNXV1uLIkSO+wY8FuejTZ0jEUz5y8/LC2mfy9F+171r7//3k6eRarmwZS01NlVj/eUnA9JnmpirF29fV1nLqI2km/CyJwNqXx1obY5YJHm6mYFivq1L78/Jy0adPH1Ocj2JBydQ7rc5LZCaBM3FSUgsDHvefgaNHiRu5ZEc4Yz1fYC+pd1TvHYvrZFKHoQJ7jY2NGDFihOKVaisrKzF+/HhceOGF2LJlC+68807MnDkT7733nsYtNT4z1UGRV0BTsqJorPinbR8+/K1v0NxThhdROHonhRfYkxmlFo987IZ7TGSa4A59d2pr63Tr1/2n/4ZTuiAS8VR3Tr6xE+nUfD3/5hRfuisPEFGWRHvty+amqpCrsqrFf5VsNevWBquZG43cvDzYbDbDB/bkkgYHD37tHa8GKRUjQqF6eSZCLM5LFP+6u07zzsDp/liI9uZAsIWJjDKjgsRhqDksl112GS677DLFz3/66acxcOBAPPLIIwCAIUOG4JNPPsFf//pXjB07VqtmUoT8pyK5Pal6N0cz3uXOb/T9vPMrwGL5jY4tIhHJF2C5ubmwWq1+d6S1P3bkVbLT0oZq/l5KNbdU+AZNGZmZOND9rFPSiC/zGBPap8kaY2EWI/PPhjLa1HwyH/m8MnjwYNVe039GQlHRRaiqDL9Ws8y/n++qI1NQwpsq1q3tyNQZNnSCZjMqjFJ8XubxeFBZ+QXapLkBj/uXipGz5Yw8vd83EyHIeam7abzxoq62FtbCkznFXWedp/F6S82E1w8G65tz8/JgTeqryU2CjuznTEON9Sk6hsrYC9f69etRUlIS8NjYsWOxfv36HrdtaGgI+BfvU1b11nkqUqi7aroWWY6wkL/cQXoHbcZI2yax+WdWxC5TSi7Q+0zYGREBd/ZVXRDD26aKintVy6gIh1nKGoQlylVqzVQgWa2aMVpNQSRSQr7ZE4p/JnhHbaeOKWByX9rQ0BBkRkkY/bxGq2R3l6kTTdZaUlISThgwCIB/8fktPR/HMVtUqmO8qlZZjHAEy1KKWJDvRbyvoFlbW4cjR46YZoaWcQVO41VzZpZcK1ONwJ58c0HOUlY7+5nU4Xa7u8SplBI6sLdv3z5kZwfW3snOzkZDQwOam5tDbpufn4/09HTfv9LSUi2banrBpiJ1F+zSZ9pR6GLtofhPD/EPuvSUtk2khMfj6Vgoob2mkVaBYrm2WSTTBeXFbIDIjqNu24RsDB+2EqfZl/suPOTaJz/Ua5+2J0pZg3BqDOodWGOB5PBoNQWRqCf+KyJu3TZJcWA5WG0nuS9tbGxEVVUVDh/Z7cvOC9bPG6UWcTTBIavVilNOPre9nuxtAIA26YkQx3HgWPT4rNiUIkhJLoqoLEa0jHR+DbxB7yXCVEit96F8LCcmJmry+vHEqOWWuqxsC28/7l8nlYyjtLQ0IEaVn6/8PCB0YC8aNTU1OHTokO/fnDlz9G5S3Oo6Fcl4wa7uirUrK1oeWEia2XnUnUjuTgcEQTTKVPBnTcr3HaNHPUfDylbzX8xGzUUPkpML0KfPkC4XHvU/RJfVEE8LboRzVzfWgTVmPUar62IFRLEg9+nyzR552mO0Ote1A5K77ecjZaT6cN56sqf3eOPMgo6x6PBhK3FigSPWTTUl/wwmb+CjHED7VEiTT3OVxxairEAfK0YKSvekcz/uu06N8JoikjFdd+PtaGfpyddV8TS+nDNnTkCMqqZGeQkHoQN7OTk52L8/cEra/v37YbPZkJKSEnJbm80W8C+eO241sjOiKQoqSnZGsGLtYWUPxiDoQmITaSAAAEePHg1or5K+RF4QI9SiB0a5Cy4PNNTu/0X7O2uN+0MlPMeQDrRZEbFj6pq8Qnu45BtP3fUr/pl2EurQ2LhT92xX/xtnIZ+jMLjp8XjCHt+rOv01bsjfxysBAJL0CoDYlv2g2IvmWBBtXKNmPx7JZ+9uvB3tLD3R/g5KWK3WLnEqpYQO7BUXF+ODDz4IeGzVqlUoLi7WqUXGFElgzf9ACXZn1ch0rdFHFCajBLmUUCtI391dcKNkWIRb5Lxzu+NloOG/unektd2MVjCeiNQVTUmEaFZo73zjKRj/KWg7yqdi/eclugf31BTt+F4rocY1Suo1xkKw/WCBPSBjMtbTwVtbm6NaWVUJnpM76D1Wi8dsM71LvZidoQJ7R44cwZYtW7BlyxYAQGVlJbZs2YI9e/YA8KYmTp8+3ff8W265BRUVFbj77rvx1Vdf4cknn8RLL72Eu+66S4/mx5XAzi76O6tB+RUHDnVB37EaqLITkSjFZFm3wrz8M2Bz8/KECexpzWq16lrouksdEknZIiWdM0PiYdAsoRxbt03yLXi0ddskNDdVhfEKHQuxhLMviUgsRi6J4F8eoqhoIQAxp7I3t1QoGgfrWV6ipaU6YFzT9eZdeItzaf1ZugvqhJMxqbaWlioNkyh4TjYaNQKL/sks/segXkSZpRevDBXY27hxI0aOHImRI0cCAGbPno2RI0di3rx5AIC6ujpfkA8ABg4ciLfeegurVq3CiBEj8Mgjj+Cf//wnxo4dq0v79RSL1PpgK55FdsLtulBFd8WJI10NVO+7MEqwboU5dc6A1WuqRzzVl4tEsIyCbuuQ+GlqqvRmsXUaPEUaFNSK/80SZbVCZfLg3zsV6eSTHlW0mErn71PnhVhYe5SIgtGqJIJMLg+RklykyetrST6vVFTc2zEODnFu6WlfhncuUE4eq4ca14S7OJc8Ro7nUkmdJScXdtQoViuJoh3PyfFJTmb5ZtcnAcdgrGbXqZF1KMI1uygMFVG44IILIElSt79fsmRJ0G2+/PJLDVslBvmgGDx4sKqv211tPXnwEAmLJRuDipajsmInBhYNQVVl8GLMbrc7YDVQbyBQgBORFN3da4p3HRmww4ZOQGrqQBw+fDjmrYjmGBZVzxkFHXVIgp2Jmpoqsf7zks5bAOgICm7b/mb7wErfvkq+WfLdXu/Az2ZTNmDy75+HDh3Vvj9+DLo/ZHl5uejbty8yMrw14OTBmVxPKtS2wdpt5oAzEXXDhGOr1NSBKD57NRoaDqB854dRn1vCOReEQw7S+Y9rgvE/J9TV1iIzM3alN+QpwEZctVSWmJgCi6UAaX0HobDwsOrnQf/9L6EOhw9/ix9+6I+0tDRV34diy+PxYO93uwF4j8Gioou6vbbW4r2rqqqQkZERcRBeqxiGGRkqsEfR61iuPTXq1/JmFs31e0S96L831b2pPQPw66DP6bIaaDhXh7oIzERMTIz+b0Dxo/Mg1oJcQw8w/cknXVEHfx6PB9/s+gQ1NTN8j0WSKSlfvBQVLURVpbvLjYlQQUGRyP2z0u+nmisHylkaegS7icxCHis2NqYKMFbpOstDL3qUWkhNHYjW1kxYsNNQ5xa32426ujrk5kY2rokkyBjJ/vfPpt+67RkMH7YyrO31oO2N144puTu/egYJlkUYWDQQklSN5hbzZEfGq47ZdcGvrWMpLy8Xffr0UeVmrf9NXzcT+7plqKm4seRwOGC32+FyufRuimq6LNce9VQwjWrr6UyrxQosyA4ouitK0IZiI5yVn9S8eFDjtURPk+98NzPaotgpyUU9rvxLpCW59qwRitCTWPzHijvKp3qnbyksc6IHeQqhb4oi1BuLKq1JZbRSC0YQy3FBNPu/c4mN1tbYZDIZVecpuRKqff1BRcW97c8y9iKJMaVRprBW0+K1Fs41RW5eHmw2mypT6rUu2WBELpcLdrsdDodD8TamDeyVlZWhvLwcTqdT76aoqD0QhwkBP0crmlXLjEjN7JLO9Cy6S+KTMyfUuXhgoeRgRMqUjASnsool2I0m+W/Yu3fvoNs0N1X5as+Gv6gJUcdNW3lBCb1LB/REHlupORbtXBcuVDBDSf3VWNFrgSY9V7ONdv/L2fTxINRig6G28R8XyFNyvTr6g9Psy9v3c3wkckTDF0zWaBZWODf7Y6Hnm4W8pog1p9OJ8vJylJWVKd7GtIG9uGbJ0LsF5mLCui+kjeTkgogGr8GCOSyUbE7RFBw3elBQQh0aG3fGRZbaD/X1AIKviu0L7CUFD+z56lm138QLVoQ+XlZnJu1YkKv6ghJG70P8+deFUzIrpbvgkDytubmlQpN2+rUAQOwvrAOnsva8mm0kuqvn7U+t4JzSFYaNymq1Bl1ssKdtejouLchFnz5D4vrGZzj8V9SO91lYnW8W/vTTmi7HY6yvKbSaXRfvGNgjsUQYRPN4PKirrVW5Mcap+0LxI5LBa3eDtsC7sqQn+W6okS8mjHtR3nFB65s6KPjd4vofVLghFOQmHqcMUrSi6QdEnC4VzawU/2nN8jRGrVa6j+WFtf93oHO2XE+r2YZL3oehVtRVh/c8onSFYSJ5Re3OQb1wb5wZd2zl1XGT40oAwK5v7wx6PMbymkKeXWf0fWc0XDyDBBEYRAv3xB+wEIdKlK7uS/GjqakSjY0HFNXkiXe8m6Z8sNbSUo2t2yYBAHbvBiyW3wCI332o9kDMv68tHGhtv4BmBmowRludmcQj2orpSrK9tNMxjdE+5CLYbFlR1W/tSSQrjUf0Pu03C2XaLgzVsQ9DrairWDcJABZLNoYPXYnW1qaAFYb1/f6QESj/DvhnzXoXHgF6Xsk1nEXBYvJ97O4YgR3DhnmPkZ07d2Lo0FFITR2o62Jmnfsif7FeWVsEDOyRECzIRtEg74Wd3NEYgZLVfSk+NDVVYv3nJZ0eNW+Wppa1KtWk5ZREpRfAcrFuCya035zwXsgo2oftA7DMjAwcqI+mtRroZnCoxcq2cl+bkmz0FTz1538R7r1AOA6A8Y9VonB5s73m+n7uldgHra2xb4c8jTE1VcyV440g+vq3Pc+ikV9fXmFYwn7s3v1gl9fozExZQ2b6rEDXPiTUuF6+yVhRoU1gOFh/pq4wjhFLk+GnH0eysna841Rc0lU4JxAuTEF6klPVi4oWdqzOJ1CBYQl1MagBpI9gmW9dFiIxwqqPYdU/DRyAZWcbqd+LLoOaoiPX5+vuZ6+OzAJgn/aNItJAz2PEjmwvpaud19XWwu12q/De6lC6Mi+FZkGn1ZMVjc86vj+htpFvVvXt2xeFhYVITExUseXGEk2dXjEp+w7I/KejegPDUxUtwBNuW5T2Z+HQcoXxcESyAAwpw8AeBYh1UVkR6rHErjAyiSAluUj11fm01XGBL9cAirdMw2CZb5EuRGIU/gOw4cNWIiW1UO8m+fhfQIUz+PR4PKiqqjLUSnBGojSQ0Lk+X7B6ff7fHyBHzWZSHDNaeQAlRf+B8LK9lK5G2VOAQ41MnXBW5qWeRbp6stI6i/J3olcvY094M9pxLILIam2GFxQMpy1aJbFoscJ42G2IYAEYUsbYPZOGHA4HEhMT4XQ64XQ69W6OAXQUlQUC60D5Ey1FWw7KuT2RTd/yT9Ov8MX1OPAyG7fbrcHiK7HhX59syJAhSExMxY4dXTN8DHdst0/zlAeokQSDtK0LpD15+mlycgEkGGslWP+2KSUH9gYP7qhJ07t3b2N973Skdm0z+W8E9JydRASIU2IhWh6PB/X1kZ/TJZQrmsLZE/+VeYuKLmKtZlKFWY5jo+gICrIkE6nH5XLB5XKhNYz6EqYN7JWVlcFms+ndDMPorqhsZ0ovPCTUoaWlGmlpQ9VvrEL+tQq6C1T2LLAwcndBEYpvWiy+4s8/qKYogBXm6tDyBX6fPkPaH+n6HVa7Lpqcav/d3vC2863q2T7NMz//ZFitVsWBvbD3ZQha1uczEj2Dur2TegtVqJ9IVGbpz5SI/JwuZ8C/AgBIsNyGgUU/izogJ3JgINogaST4XSYRRTouJnOSk88aGhqQnp6uaBtOxSWf5OQC9OkzJMqlrDum/W3dNglNTZXqNC4i7UE5TAj4ORJyYWTW9yNFwg28Ka5pIk5ts6SkpIhS7eVVPcOd5ilTpz6M/8pnUyFJBqjPpyHz1dQhMpNO/ZkR6o1qSMsbFV1qVFlOV21Km+Gy5hXS+sZnIHOdmym+xPMUVJZaMQYG9kxG67oL8qBHrmslTzPQVVgF60MX9RR14EWxEhh4kxdwUEtPtc2M/P0Mp0B4cnKBrgvldO7HgBZ4PB5hp2OrJfgiDRQtIx+3JL5g/VmkmlsqDL/Qg9Y3KrSqUcV+oGdKv8tm3Jdqrs5KFC4G9ozBtFNxzSoWdRfkFYNErWslZxoFS5VWe7oixRf/enZDh45qD0xtUvU9QtU2M+r3s7mpCtt33OH72ciZhrLO/VgkWQkdC++E1+dqcVEit6WlJTPigGmwRRooevJxS6SV6MdlgXWY/R9TglMnuzrqOYr6+gMRb995n8ZqwYS62lpYC08Oaxs1z2n+32UJdUHPr2rXKzU6/9JDgBhjrHgmWmDZKDdtGZyOHgN7pJpgHVldbS0yM+NvSWvROm1SX+fvgPxzWt+0sBcV0LptevMvED5s6ISwp9eKKOTCOz1M1e4pQBvu4Me/LVu3AcOHrVS8rd66+y57P/9xADh9mEhr/nWYd+7ciYFFQ1BZsbPHQKGvZqr0DHbvfgYJlkUABofeyCSOHj0aZZ0/7z6V60fHasGE2to65OWFl5Wj/k3Hjn3Ahe0A/3rgZhljGZneN+vCvQYwwk1bBqfVwam4pFoQQO7I/F+ntrbO8Gm5kXz+YJ+VzEX+3sgDaSN9J4zUFn8W5JqoTmXHQPs0+3IMH7YSFng/ezQ1Er1BuqntCxwBJwwYpODvHFhvtLVVnJUXO/fP8vR27+ffp2PLYijMmp1EMsXjGwXfMV8d5jCmoco1U9WYBkxeak6tFpV/rUPf+dWSrXezNKP0ODbXGMu8QpWMkn8vXt3kjjFzJPW1yYsZexRwZ8HoQTgtxGT6Ii/MTMmIK2AZKZvPSG3RirzwDgBYLPUBU7UjGrhIe9tfy3tnPisrjJXHLRkQtkZCu+TkAgwfthLbt2+CN2MvfnVeIdrcGSkUiaDjG7/xiC9QruGCTMnJBUKXZzEi0UveqEEuSyKfXwFjTCfUgt4ZYGZh5DGpf9vkRThidW0Ry/3C4HR0TJux53A4YLfb4XK59G6KZiTUobFxJ1paqvVuiqbkDqd37956NyWIwMUUlGXXULyIdgUsLeoSGWkFVCO1JRQ1/w5y4fVwBy6dgzwWDIzrwU+ogaS8uApg/L60tbU54pox/itEDxq0HBbEb0YKxULgeARI9gXKI12FnMTFelbiY+1KdYXKdNM6uNXTAnN6jpeNOgso3rlcLtjtdjgcDsXbmDZjr6ysDDabTe9maKSj9sSOcu90LbkGRzySO5yGw0f0bkoXnRdTCCu7hkwseA0dijXj/B3kIM/27ZswsGgIqirFmU4biXjJUGhpqfJNm05OTg87g9cbxKxvn/q4U5tGkin4j0f8+xD5OxbOjYJIs9El1KG5+WsGlHTWuZ6VN3Mz9ucUBhcj07l2JceI2tNydldLSzW2bpvk9wiz8wlwOp1wOp1oaGhAenq6om1Mm7EXzyzoqD1RVLSw/VFxanBIqIurLMNIM3TIvLrU0JEMNJfXSDSe4m60WkZypprS+lbdaW6piOpiKtrVF810MZecXOjLhurXb3BUGbxE0ZLHI9H2IUlJSV2+y6H7hY6bJJVVN/qC3Ua5gDXyFDxtBNaz0mN82rlebDTfBbP9/brUruQYUWhy3WOL5ab2MSez8ykyps3Yi3dy7YmU5FS9m6L4Is7/DtTWbc8ItXJjMGYbaJC6vDV0BkKCfjW2mlsqIEluuD369yP+Ok9L1XL1rIhrGRmyrqb3+1NRca/vkUj2XW5eHiwRToM128pniYkpvLFDphBqVVb/bMGCggJUV1cbKvNYHq+ZjVzPSp/xakdwsajooqi+CzGplW0w3tqV+o4RTc9vnKfGMWRBbvtNl69VaJy25CQcvcc2bk8NJKkaLS2ZSEvjrDgG9sxCp4tM7x25B30/Jyeno7Dw+KAdn3wHatv2NyFJz8R85Ub/TtmtwhoiZhxoUGjhZir5XwwNHjwcHk9/zQfeSUlJOGHAINTUdASAdu8GEiyLAAyO6DV/qFe3qLX/tNSIF6HQTNc6VkZhQTaGDVuJ1tYm7NwZxQIeEeioBdRxMTds6ASD/e2IKGwKx5e+G84pg2GxIOgFbE8Xx/5TgKPNPI6lcC76ww4QhDm+DzYO0bP0gUjBDKPpbno9KRN5Ddyu4zzRbg5EvrhfR/a1Gkk40dSJ9I8xbN0GFJ+92vRjSk7FjXOxWPEstMB0/379BoccsMirp0Uj0k4iaGFShQMmZudRTyKddiJPnUpLOykm3zGr1YpTTj4XxWevxmn2wGmoSgKTwY6F+h+iv7HQ+XXlaal63y3sTJ6+61vwwGBTKpKTC9Cnz5AY7jv/OoVTIWE/AK58Fi55EE4Ua92Nb7TInO6pQHxSUhLy808G4L3xZLQpvd0Jp/i88iL5gcEFJftfzemvZAxqTa83I/8auOEcC0Yf5wXTuR8PVk5Bic4lajon4UQyS89/bBie9hgDJgAAjrU2RvAa8YWBvTgX1YpnKmb5xeIirmsnUR79aynMumFgj3rWEeQWYSCQmjrQGwBqD7R3viDo7iJCq5W7RFlBF+BA25/R6hSKKtJBOFG0uut7/VdtjuWKuqmpA303nkS6sAbUDdD7BxcU7//2WmyijEM0F2QqZZ8+fTieNwm5Bm4kx4Ia4zx5GmlzS0XEr6GUmivbyiVqOvOWWun5OgEIUicymrGhJSPybeMMp+LGiVDpxOGveGbcqWShdEzPW4026QlI0ivtvwm//WZbgZJiR9xpJ5xCSZGJuE4hERlaJCvqyqK5IZqaOhCtrZmwWJp6PJ/K79O7909hv4/arFYrcvPyIpj+1s3rtU9v7mn/d75ZbcFAQcchagk9ldJms+nTLIopuQauHseC/zTSCl9cL/zrVb1XGg+sxR3edYI8S08CDFqXWjymDew5HA4kJib6lhIWXaTpxMEEq9mgdkaakteLpH6Kd5B5ekD7Kyt2RnRBKQ9YzT34IQrEKZQC4oCJiAwmVjWp5EyVhsNHNH8vozLkOGmRegAAMIZJREFUzWodz0tGrU3H2T9m0hEEsw+5CImJqdixQ3k9av9ZapVVz/j9JlbJOIGLse3eDVgsvwEQ7nWCmMlEseByueByudDa2qp4G9MG9srKyuLqjoycTqzWCUq+CygHtdQegIUu1Nt15cZwD/TA9u+MpIlE6lJ59ayYEz04FIN6mUb7u4ZbUkDW+XNEVmDZePuDiMis1L5Z3dJSDUmqbs/UUcZ/cS69L+Q7X+cYgdaLmAQ9J4s+thOcBbno02dI+0/KA3v+wXo9Vhq3WLIxfKh3MbbynR+2JxeFP53WqEF2I5CTzxoaGpCenq5oG9MG9uKNnunEavPvLHbujN1qoERaCBZcEWv1LNHvpoXX/mhWszbaStiRZml0vriIdOqY0fYHEZGIjHaTpKWlGlu3TQIQmKmTl5cbso3y4lz9+xkse9AkAs/Joo/tBKdCQFUO1ssrjaf1HYTCwsMx6yfkrDwLIpsZJ1MryF5XWwtr4clC1OLWCgN7FJJegwlfZ2FpQlraSUhLS+PFIQnJkFNgwiD63TT/9qt1k6B3796GusgKhSUFDIpZEkSkkNFuksgrYVowoT0w5M3Uyc3LU3RRHevzkv+1jMfj0fz9RCD62E5Ukc6kUEKspAH11dbWIS/Pw8AeUXfiqpOIwYWU0e6qkjGEM4g14nfIiFNWwiG3X75JEK3eSb3jp1+kmOo8qA+1ahwReRnhvGiENhiOJQOxWhUpmv3vn4XOwF7Hvkzrm+YdG8U408vMRL7Zzz7Q+BL0bkAwLpcLhYWFSE5OxujRo7Fhw4Zun3v06FE8+OCDGDRoEJKTkzFixAi8++67MWytsfCgCyYw3VzLCyl58GDmuwUUHTWXpCciY5EH9QmWeRg+bGVUq0tnZmSo2DIyE9HGilqOrXqaPtq5DaLsMzUlJSUhLy9X1zaYef+rrfO+lPsDXrsE0qqf9N7sl8tnicNwxyBnPnRhuMDeihUrMHv2bMyfPx+bN2/GiBEjMHbsWHz//fdBn3/ffffh73//O5544gmUl5fjlltuwRVXXIEvv/wyxi03BtEGa7FgsWRj0KDlqlxIdcb9TUbG7yeR8ciD+mhXl87IzAz6OI976gkv5DsonT5qBHod21arFbl5eTF9TyK9mS1ZQ77JYfQxhJbTmUVnuMDe4sWLcdNNN+H666+H3W7H008/jdTUVDz77LNBn7906VLMnTsX48aNQ1FREX77299i3LhxeOSRR0K+T0NDQ8A/t9utxcchg/BOxYv+QqrL65qs0yexGO7uGhFFr4e71DzuibonoQ5uT41qrxfLi+B4PbaNHkggMgP5JofRr239Zz4MGrQcFmTr3SRVud3uLnEqpQwV2PN4PNi0aRNKSkp8jyUkJKCkpATr168Puo3b7UZycmCkNiUlBZ988knI98rPz0d6errvX2lpafQfgDTFEz8REZlVt/X5OB2FqEe+40d6Brt3T4WE/aq8LrMfo8d9SEThEHU6sxKlpaUBMar8fOWf0VCBvfr6erS2tiI7OzDymp2djX379gXdZuzYsVi8eDF27dqFtrY2rFq1Cq+++irq6upCvldNTQ0OHTrk+zdnzhzVPgdpw+h3ECh+tbY2Q4K3TxFpRVQyjni7MRHx54kwCBVv+y8SnevzpaWdBoALcZC5Ke0b5OPHYrnJ+4C0Nwato1hS8l3o/ByeWyic74DW3xfRX5+iN2fOnIAYVU2N8gxz4VfFfeyxx3DTTTfh1FNPhcViwaBBg3D99dd3O3VXZrPZYLPZYtRKIhJZS0sVJOkZAEBKSj9kZBTq2yBSxEgDGPnGxOHDhxVvY6T2d+a/yqAygYsYhVsThasaeskrbCcnFyA1Nc23ut7QoaO61I+Vvz/ffvutTq0l0p78PVciObkAFgyEBAbEVWWQrGEl56XO5+Jwvj8Un8L5DkQyltOqLZHwP0bc5h1KGZo8HToShsrYy8zMRGJiIvbvD0yP379/P3JycoJuk5WVhddffx2NjY2orq7GV199hb59+6KoqCgWTSYiE0hOLtRk8ZVYMXKASEui1yOKpyxl/0WMBg1aDoslvmqi6CXUQhzy96dXL+Hv4RKpRssF1SKldGVe4wm8YcMgKZmNWcfXZEyGCuwlJSVh1KhR+OCDD3yPtbW14YMPPkBxcXHIbZOTk3HCCSfg2LFj+M9//oNJkyZp3dy4xA6qK+4TSkxM0WTxlVgRLUDEYy4+yYsYxWNNFCIShxoLqql5nhJpZV5/FhgvSEoUS6wP6ccgmbtmZrjbuLNnz8aMGTNw5pln4qyzzsKjjz6KxsZGXH/99QCA6dOn44QTTvAtdvHFF19g7969OP3007F371488MADaGtrw913363nxxCW1inGImKaPlFshT/NU31BL9rMPmgx++cnEhRvlqhH3pd9+/ZFRkZGxK/T3FLhq90rEgl1aG7pCGJ4g6RNwt74JDK9qMd20ZVaIfUYLrA3ZcoUHDhwAPPmzcO+fftw+umn49133/UtqLFnzx4kJHQkGra0tOC+++5DRUUF+vbti3HjxmHp0qXo16+fTp+AAuh8IcjBLMUbfqdjI/Amh7mnG3W7GisRCYE3bdUT7Y0nuf+sqLi3y2NG5r+qcEWF/GjsL+A5BiJSh1pjO4slG4OKlqOyYicGFg1BVWWTam2k8BgusAcAs2bNwqxZs4L+bs2aNQE/n3/++SgvL49Bq0ippKQknDBgEGpq9I/eywMADmYpVrQedBohm81s/ActwRYpiHfyapLdLdJARETKpKYORPHZq9HQcAA7d4pzTvE/DwwZMgSJianYsaM+5u1gkJpIHWqO7eTMXW+pla/VaySFxZCBPRKb1WrFKSefi/79vJ0Fo/dkJgy8dU/cAuHGmm4USfDYf5tIVpX1X42ViMwp2r6HvFJTB6K1NdMw5xSl5PNAnz5D2h+JfWCPguNxRpEw0tiO3+HoGWrxjFhyOByw2+1wuVx6NyVuyav1sVA6EQHiFgiPlFaDlEiKNbPAMxFFK5KFmERfndyIeAHMfdAZz/EkOn6HA7lcLtjtdjgcDsXbmDZjr6ysDDabTe9mEBFRnAq28A4vRqIn78Nvv/1W76YQCY99kng4HZWzI4govjmdTjidTjQ0NCA9PV3RNqbN2COKFQ6aiUgWScaLjH2Jl7wPe/WK/3uT/JuT1qLpk4iIiMgY4n9UTKQz3lWkSPCC3hiM9HdgX2I+/JuTmozUnxERkRf7ZlIDM/biFDsIIrHFVV0i6Qe9WxCxuPo7UMzxXExGYoTsPB4TxmCEv4MR2iAq7rv4YoS+mcTHjL045X+XP5IVEPUS7cqNRPFG5MFbr8Q+AAAJbwb8rAaR94ve9N53er9/LDHjjshLPu779u2LjIwMvZtjesFqwJqxDaJinUUi6oyBPdJcOBdxogYkibSiZ2Ag2gBMaupADB+2Etu3b8LQoaOQmjpQtbYZOWBi9MCV3vuOF3NE5qN2v2P0fjYWuA+I3wF9mHm/GykJJykpCXl5ufhur67NMAwG9kxA786HF3FEXnofi+FS445wcnIBLJZ6JCcXqNgyY9M7cEZEFAt6ntPYz0a2D0Qbh1BoPA4iF82xYOb9rlYSjhp9UVJSEnLz8hjYa2faGnsOhwN2ux0ul0vvpmjOTPP2OWAhI5O/n2Y4Folk7JeJ4pOZxpfxguMQIi/2X+qLZJYex4bBuVwu2O12OBwOxduYNmOvrKwMNptN72aohhdOXmrWnOA+JQrEY4IiwVpARET64vk7EPcH6S0ev4N6ztKTUIfW1mYAabq8v9qcTiecTicaGhqQnp6uaBvTBvbiDWuXBFKj/WZOsyYKhtPqiYiIxMMxbSDuD9KbWmNqPa/Z1ZpOG81r+Bbqk55BS8tFAI6PuC2iY2CPgjLCCY+1D4iMQfRAPxERERFRvDDCSuNqzMiI9prdf6G+5OTIXyceMLBHhsXgHMUL0QNjoh+Lou//aJj5sxMRkTaiObfwvGQM/DvoQ639LvrYXE3yQn2JiSl6N0VXDOwREWmMJ199mXn/m/mzExGRNqLJ1OF5yRj4d9AH9ztpxbSr4hIRERHFGrMkiIiIiEhNzNgjU+CFFBERGQHv1hMRERGRmkybsedwOGC32+FyufRuCsWAfCFltVr1bgoRERERERERhckMCTsulwt2ux0Oh0PxNqbN2CsrK4PNZtO7GURERESKmGEwS0RERNQdM8x8cDqdcDqdaGhoQHp6uqJtTBvYIyIiIhJJ58EsA31EyvF4ISKieGXaqbhERErxYoCIjIhlJoiUk48XnsvVw/EREZExMGOPiKgHZkj5JtIaLwCJyAjYF6mH4yMiImNgYI+IiIg0xwtAIjIC9kVERBRvOBWXiIiIiIiIiIjCwixoY2DGHhERERERUYyIeCEsYpuJqHtqHdPMgjYG02bsORwO2O12uFwuvZsStzgAIKJ4Yfb+zOyfn4hITSIufCNim4moezymjcvlcsFut8PhcCjexrQZe2VlZbDZbHo3I64xek9E8cLs/ZnZPz8RERERUSw4nU44nU40NDQgPT1d0TamzdgjIiIiIiIiIiISGQN7REREREREREREAmJgj4iIiIiIiIiISECGDOy5XC4UFhYiOTkZo0ePxoYNG0I+/9FHH8XgwYORkpKC/Px83HXXXWhpaYlRa4mIiIiIiIiIiGLPcIG9FStWYPbs2Zg/fz42b96MESNGYOzYsfj++++DPn/ZsmW45557MH/+fOzcuRP/+te/sGLFCsydOzfGLScios64mioREREREZF2DLcq7uLFi3HTTTfh+uuvBwA8/fTTeOutt/Dss8/innvu6fL8zz77DOeccw6mTZsGACgsLMTUqVPxxRdfhHyfhoaGgJ+tViuXeiYiUhlXUyUiIiIiIgrN7XbD7Xb7fu4cswrFUBl7Ho8HmzZtQklJie+xhIQElJSUYP369UG3+dnPfoZNmzb5putWVFTg7bffxrhx40K+V35+PtLT033/SktL1fsgRERERERERERECpSWlgbEqPLz8xVva6iMvfr6erS2tiI7Ozvg8ezsbHz11VdBt5k2bRrq6+tx7rnnQpIkHDt2DLfcckuPU3Frampgs9l8PzNbj4iIiIiIiIiIYm3OnDmYPXu27+eGhgbFwT1DZexFYs2aNVi0aBGefPJJbN68Ga+++ireeust/PGPfwy5nc1mC/jHwB4REREREREREcWa1WrtEqdSylAZe5mZmUhMTMT+/fsDHt+/fz9ycnKCbnP//ffj2muvxcyZMwEAw4YNQ2NjI26++Wbce++9SEgQPnZJRERERERERER+uFCfl6GiXklJSRg1ahQ++OAD32NtbW344IMPUFxcHHSbpqamLsG7xMREAIAkSdo1loiIiIiIiIiIdCEv1Gf2GZiGytgDgNmzZ2PGjBk488wzcdZZZ+HRRx9FY2Ojb5Xc6dOn44QTTvAtdjFx4kQsXrwYI0eOxOjRo/Htt9/i/vvvx8SJE30BPiIiIiIiIiIionhjuMDelClTcODAAcybNw/79u3D6aefjnfffde3oMaePXsCMvTuu+8+WCwW3Hfffdi7dy+ysrIwceJELFy4UK+PQEREREREREREpDnDBfYAYNasWZg1a1bQ361Zsybg5169emH+/PmYP39+DFpGRERERERERERkDIaqsRdLDocDdrsdLpdL76aowu1244EHHoDb7da7KURxjccakfZ4nBHFBo81Iu15PB4sWbIEHo9H76YQxbV4Oae5XC7Y7XY4HA7F25g2sFdWVoby8nI4nU69m6IKt9uNBQsWCP8lJjI6HmtE2uNxRhQbPNaItHf06FE8//zzOHr0qN5NIYpr8XJOczqdKC8vR1lZmeJtTBvYUyJesvmMSqT9K1JbAeC1117TuwlhEa29IhHtu8v2akektopItH5MpPaK1FZAvPaKRLR+jO3VlmjtFYlo+1akfle0fStae0Wi5r5lYC8Efom1JdL+FamtALBy5Uq9mxAW0dorEtG+u2yvdkRqq4hE68dEaq9IbQXEa69IROvH2F5tidZekYi2b0Xqd0Xbt6K1VyRq7ltDLp6hJUmSAAANDQ09Pre1tVXR84xAbqco7QXE2r9atrWxsVH112xra9PkdbVi9Pb6/+1FO9ZEOs4AtldLIrVVyXFmtD4jWD9mhP3d3X4yer/rT6S2AsZpr5LvH89p2mJ7taVHeyM5tpuamgL+G4zR9rv/vjVCf9aTcPtdPfc3jzPtxNs5Tf6dHMMKxSIpeVYc+e6775Cfn693M4iIiIiIiIiIiLpVU1ODAQMGhHyO6QJ7bW1tqK2tRVpaGiwWi97NISIiIiIiIiIi8pEkCYcPH0ZeXh4SEkJX0TNdYI+IiIiIiIiIiCgecPEMIiIiIiIiIiIiATGwR0REREREREREJCAG9oiIiIiIiIiIiATEwF6ccLlcKCwsRHJyMkaPHo0NGzbo3SQiYaxbtw4TJ05EXl4eLBYLXn/99YDfS5KEefPmITc3FykpKSgpKcGuXbsCnvPjjz/i6quvhs1mQ79+/XDjjTfiyJEjMfwURMZWWloKh8OBtLQ0HH/88fjFL36Br7/+OuA5LS0tcDqdyMjIQN++ffGrX/0K+/fvD3jOnj17MH78eKSmpuL444/HH/7wBxw7diyWH4XI0J566ikMHz4cNpsNNpsNxcXFeOedd3y/53FGpL6HH34YFosFd955p+8xHmtE0XvggQdgsVgC/p166qm+3/M482JgLw6sWLECs2fPxvz587F582aMGDECY8eOxffff69304iE0NjYiBEjRsDlcgX9/Z/+9Cc8/vjjePrpp/HFF1+gT58+GDt2LFpaWnzPufrqq7Fjxw6sWrUKb775JtatW4ebb745Vh+ByPDWrl0Lp9OJzz//HKtWrcLRo0cxZswYNDY2+p5z11134Y033sDLL7+MtWvXora2Fr/85S99v29tbcX48ePh8Xjw2Wef4fnnn8eSJUswb948PT4SkSENGDAADz/8MDZt2oSNGzfioosuwqRJk7Bjxw4APM6I1FZWVoa///3vGD58eMDjPNaI1HHaaaehrq7O9++TTz7x/Y7HWTuJhHfWWWdJTqfT93Nra6uUl5cnlZaW6tgqIjEBkF577TXfz21tbVJOTo705z//2ffYwYMHJavVKi1fvlySJEkqLy+XAEhlZWW+57zzzjuSxWKR9u7dG7O2E4nk+++/lwBIa9eulSTJe1z17t1bevnll33P2blzpwRAWr9+vSRJkvT2229LCQkJ0r59+3zPeeqppySbzSa53e7YfgAigfTv31/65z//yeOMSGWHDx+WTj75ZGnVqlXS+eefL91xxx2SJPGcRqSW+fPnSyNGjAj6Ox5nHZixJziPx4NNmzahpKTE91hCQgJKSkqwfv16HVtGFB8qKyuxb9++gGMsPT0do0eP9h1j69evR79+/XDmmWf6nlNSUoKEhAR88cUXMW8zkQgOHToEADjuuOMAAJs2bcLRo0cDjrVTTz0VJ554YsCxNmzYMGRnZ/ueM3bsWDQ0NPiykYioQ2trK1588UU0NjaiuLiYxxmRypxOJ8aPHx9wTAE8pxGpadeuXcjLy0NRURGuvvpq7NmzBwCPM3+99G4ARae+vh6tra0BX1QAyM7OxldffaVTq4jix759+wAg6DEm/27fvn04/vjjA37fq1cvHHfccb7nEFGHtrY23HnnnTjnnHMwdOhQAN7jKCkpCf369Qt4budjLdixKP+OiLy2bduG4uJitLS0oG/fvnjttddgt9uxZcsWHmdEKnnxxRexefNmlJWVdfkdz2lE6hg9ejSWLFmCwYMHo66uDgsWLMB5552H7du38zjzw8AeERERxZTT6cT27dsDaqQQkXoGDx6MLVu24NChQ3jllVcwY8YMrF27Vu9mEcWNmpoa3HHHHVi1ahWSk5P1bg5R3Lrssst8/z98+HCMHj0aBQUFeOmll5CSkqJjy4yFU3EFl5mZicTExC4rv+zfvx85OTk6tYoofsjHUahjLCcnp8tiNceOHcOPP/7I45Cok1mzZuHNN9/ERx99hAEDBvgez8nJgcfjwcGDBwOe3/lYC3Ysyr8jIq+kpCScdNJJGDVqFEpLSzFixAg89thjPM6IVLJp0yZ8//33OOOMM9CrVy/06tULa9euxeOPP45evXohOzubxxqRBvr164dTTjkF3377Lc9pfhjYE1xSUhJGjRqFDz74wPdYW1sbPvjgAxQXF+vYMqL4MHDgQOTk5AQcYw0NDfjiiy98x1hxcTEOHjyITZs2+Z7z4Ycfoq2tDaNHj455m4mMSJIkzJo1C6+99ho+/PBDDBw4MOD3o0aNQu/evQOOta+//hp79uwJONa2bdsWEEhftWoVbDYb7HZ7bD4IkYDa2trgdrt5nBGp5OKLL8a2bduwZcsW378zzzwTV199te//eawRqe/IkSPYvXs3cnNzeU7zp/fqHRS9F198UbJardKSJUuk8vJy6eabb5b69esXsPILEXXv8OHD0pdffil9+eWXEgBp8eLF0pdffilVV1dLkiRJDz/8sNSvXz9p5cqV0tatW6VJkyZJAwcOlJqbm32vcemll0ojR46UvvjiC+mTTz6RTj75ZGnq1Kl6fSQiw/ntb38rpaenS2vWrJHq6up8/5qamnzPueWWW6QTTzxR+vDDD6WNGzdKxcXFUnFxse/3x44dk4YOHSqNGTNG2rJli/Tuu+9KWVlZ0pw5c/T4SESGdM8990hr166VKisrpa1bt0r33HOPZLFYpPfff1+SJB5nRFrxXxVXknisEanhd7/7nbRmzRqpsrJS+vTTT6WSkhIpMzNT+v777yVJ4nEmY2AvTjzxxBPSiSeeKCUlJUlnnXWW9Pnnn+vdJCJhfPTRRxKALv9mzJghSZIktbW1Sffff7+UnZ0tWa1W6eKLL5a+/vrrgNf44YcfpKlTp0p9+/aVbDabdP3110uHDx/W4dMQGVOwYwyA9Nxzz/me09zcLN16661S//79pdTUVOmKK66Q6urqAl6nqqpKuuyyy6SUlBQpMzNT+t3vficdPXo0xp+GyLhuuOEGqaCgQEpKSpKysrKkiy++2BfUkyQeZ0Ra6RzY47FGFL0pU6ZIubm5UlJSknTCCSdIU6ZMkb799lvf73mceVkkSZL0yRUkIiIiIiIiIiKiSLHGHhERERERERERkYAY2CMiIiIiIiIiIhIQA3tEREREREREREQCYmCPiIiIiIiIiIhIQAzsERERERERERERCYiBPSIiIiIiIiIiIgExsEdERERERERERCQgBvaIiIiIiIiIiIgExMAeERERaea6665DYWGh3s0IsGvXLowZMwbp6emwWCx4/fXX9W4Ska6uu+46WCwWWCwWDB06NKxtt2zZ4tvWYrHglVde0aiVREREFAwDe0RERBQW/4v4UP/WrFmjd1ODmjFjBrZt24aFCxdi6dKlOPPMM/VuUrfWrFnTZb8ed9xxOPvss/HCCy90eX5hYSEsFgtKSkqCvt4zzzzje52NGzf6Hn/ggQdgsVhQX1/ve8w/2GOxWNC3b18UFRXhyiuvxH/+8x+0tbWF9VlWr16Niy66COnp6UhLS8OoUaOwYsWKLs/773//izPOOAPJyck48cQTMX/+fBw7dizgOevWrcPll1+O/Px8JCcnIycnB5deeik+/fTToO/92Wef4dxzz0VqaipycnJw++2348iRI12et2nTJlx66aWw2WxIS0vDmDFjsGXLFsWf8cUXX/S1PSsrCzfeeGPAPpXt378f119/PY4//nikpKTgjDPOwMsvvxzVax46dAh33303Tj75ZKSkpKCgoAA33ngj9uzZo6jtmZmZWLp0KR5++GHFnxcACgoKsHTpUsydOzes7YiIiEgdvfRuABEREYll6dKlAT//v//3/7Bq1aoujw8ZMgTPPPNM2AEgLTU3N2P9+vW49957MWvWLL2bo9jtt98Oh8MBAPjhhx+wYsUKXHPNNTh48CCcTmfAc5OTk/HRRx9h3759yMnJCfjdCy+8gOTkZLS0tCh6X6vVin/+858AvPuuuroab7zxBq688kpccMEFWLlyJWw2W4+v89xzz+HGG2/EJZdcgkWLFiExMRFff/01ampqAp73zjvv4Be/+AUuuOACPPHEE9i2bRseeughfP/993jqqad8z/vmm2+QkJCAW265BTk5Ofjpp5/w73//Gz//+c/x1ltv4dJLL/U9d8uWLbj44osxZMgQLF68GN999x3+8pe/YNeuXXjnnXd8z9u8eTPOPfdc5OfnY/78+Whra8OTTz6J888/Hxs2bMDgwYNDfsannnoKt956Ky6++GLf+zz22GPYuHEjvvjiCyQnJwMAGhoacO6552L//v244447kJOTg5deegmTJ0/GCy+8gGnTpoX9mm1tbbjkkktQXl6OW2+9Faeccgq+/fZbPPnkk3jvvfewc+dOpKWlhWx/nz59cM011/Twl+yqf//+uOaaa7BmzRosWrQo7O2JiIgoShIRERFRFJxOpyTKkKK6uloCIP35z3/u8blHjhyJQYtC++ijjyQA0ssvvxzwuNvtlk444QTpZz/7WcDjBQUF0sUXXyzZbDbp0UcfDfhdTU2NlJCQIP3qV7+SAEhlZWW+382fP18CIB04cMD32IwZM6Q+ffoEbVdpaakEQJo8eXKPn6GyslJKSUmRbr/99h6fa7fbpREjRkhHjx71PXbvvfdKFotF2rlzZ8htGxsbpezsbGns2LEBj1922WVSbm6udOjQId9jzzzzjARAeu+993yPjRs3Turfv79UX1/ve6y2tlbq27ev9Mtf/jLke7vdbqlfv37Sz3/+c6mtrc33+BtvvCEBkB5//HHfY3/6058kANIHH3zge6y1tVVyOBxSTk6O5Ha7w37NTz/9VAIg/e1vfwto17PPPisBkF599dWQ7Z8xY4ZUUFAQ8jk96e67SkRERNriVFwiIiLSTOcae1VVVbBYLPjLX/4Cl8uFoqIipKamYsyYMaipqYEkSfjjH/+IAQMGICUlBZMmTcKPP/7Y5XXfeecdnHfeeejTpw/S0tIwfvx47NixI2RbHnjgARQUFAAA/vCHP8BisfjaJk9FLS8vx7Rp09C/f3+ce+65AIBjx47hj3/8IwYNGgSr1YrCwkLMnTsXbrc74PULCwsxYcIErFmzBmeeeSZSUlIwbNgw35TkV199FcOGDUNycjJGjRqFL7/8MsK9CiQlJaF///7o1avr5Ivk5GT88pe/xLJlywIeX758Ofr374+xY8dG/L6ye+65B2PGjMHLL7+Mb775JuRzn376abS2tuLBBx8EABw5cgSSJHV5Xnl5OcrLy3HzzTcHfK5bb70VkiT1WLstNTUVWVlZOHjwoO+xhoYGrFq1Ctdcc01AZuH06dPRt29fvPTSS77HPv74Y5SUlCAjI8P3WG5uLs4//3y8+eabQafuyrZv346DBw9iypQpsFgsvscnTJiAvn374sUXXwx4n6ysLFx00UW+xxISEjB58mTs27cPa9euDfs1GxoaAADZ2dkB7crNzQUApKSkdNv2nqxatQrnnnsu+vXrh759+2Lw4MGcdktERGQgDOwRERFRzL3wwgt48skncdttt+F3v/sd1q5di8mTJ+O+++7Du+++i//5n//BzTffjDfeeAO///3vA7ZdunQpxo8fj759++J///d/cf/996O8vBznnnsuqqqqun3PX/7yl/jrX/8KAJg6dSqWLl2KRx99NOA5v/71r9HU1IRFixbhpptuAgDMnDkT8+bNwxlnnIG//vWvOP/881FaWoqrrrqqy3t8++23mDZtGiZOnIjS0lL89NNPmDhxIl544QXcdddduOaaa7BgwQLs3r0bkydPVjxN+fDhw6ivr0d9fT2++eYbPPDAA9i+fTtmzJgR9PnTpk3Dhg0bsHv3bt9jy5Ytw5VXXonevXsres+eXHvttZAkCatWrQr5vNWrV+PUU0/F22+/jQEDBiAtLQ0ZGRm4//77Az6/HOjsXPMwLy8PAwYMCBoIbWhoQH19Pb766ivMnTsX27dvx8UXX+z7/bZt23Ds2LEur5mUlITTTz894DXdbnfQAFhqaio8Hg+2b9/e7WeUg7zBtk9JScGXX37p+6yh3gfw1vkL9zXPPPNM9OnTB/fffz8+/PBD7N27F2vXrsXdd98Nh8PRbc3FnuzYsQMTJkyA2+3Ggw8+iEceeQSXX355t7UMiYiIKPZYY4+IiIhibu/evdi1axfS09MBAK2trSgtLUVzczM2btzoy9g6cOAAXnjhBTz11FOwWq04cuQIbr/9dsycORP/+Mc/fK83Y8YMDB48GIsWLQp43N/w4cNhs9lw11134YwzzghaT2zEiBEBmW7/93//h+effx4zZ87EM888A8CbQXb88cfjL3/5Cz766CNceOGFvud//fXX+Oyzz1BcXAwAsNvtGDt2LG666SZ89dVXOPHEEwF465L95je/wbp163DBBRf0uL9uuOGGgJ8TEhKwcOHCLo/LLrroIuTk5GD58uW47777sHPnTmzZsgWPPfYYKioqenw/JeTVU/2Dh8Hs2rULiYmJuP7663H33XdjxIgRePXVV/HQQw/h2LFjKC0tBQDU1dUB6Mgy85ebm4va2touj0+ePBnvvfceAG+w7je/+Q3uv/9+3+97es2PP/7Y9/PgwYPx+eefo7W1FYmJiQAAj8eDL774AoD3O9udk08+GRaLBZ9++imuv/563+Nff/01Dhw4AAD46aefkJGRgcGDB2P16tWorq72ZZAC8LVFfp9wXjMzMxMrVqzATTfdFBDYHDt2LF555ZWgmZ1KrFq1Ch6PB++88w4yMzMjeg0iIiLSFjP2iIiIKOZ+/etf+4J6ADB69GgAwDXXXBMQhBg9ejQ8Ho8v2LFq1SocPHgQU6dO9WWw1dfXIzExEaNHj8ZHH30UVbtuueWWgJ/ffvttAMDs2bMDHv/d734HAHjrrbcCHrfb7b6gnv/nuuiii3xBPf/HlQbZ5s2bh1WrVmHVqlVYsWIFpk6dinvvvRePPfZY0OcnJiZi8uTJWL58OQBvhmR+fj7OO+88Re+nRN++fQF4swlDOXLkCH766ScsWLAADz74IH71q1/hhRdewKWXXorHHnvMt31zczMA74IdnSUnJ/t+7+/hhx/G+++/j3/96184++yz4fF4AlbQDec1b731VnzzzTe48cYbUV5eju3bt2P69Om+4GCw95dlZmZi8uTJeP755/HII4+goqICH3/8MaZMmeLLkJS3nzlzpu/v89lnn2H37t0oLS3Fa6+9FvC8cF4TALKysjBy5EgsXLgQr7/+Oh544AF8/PHHAUHBcPXr1w8AsHLlSkMtgkNEREQdGNgjIiKimPMPcgHwBfny8/ODPv7TTz8B8GZ/Ad5AWVZWVsC/999/H99//31U7Ro4cGDAz9XV1UhISMBJJ50U8HhOTg769euH6upqVT5XT4YNG4aSkhKUlJRg8uTJ+Pe//40JEybgnnvu8WVvdTZt2jSUl5fj//7v/7Bs2TJcddVVAbXaoiXXnOtptVV5KunUqVMDHp86dSqam5t902Hl53WuXQgALS0tQaeknn766bjkkktwww03YNWqVdiwYQOuu+66Lu+t5DVvueUWzJ07F8uWLcNpp52GYcOGYffu3bj77rsBdAQyu/P3v/8d48aNw+9//3sMGjQIP//5zzFs2DBMnDgxYPvhw4dj2bJl2L17N8455xycdNJJePzxx33Twv3fR+lrVlRU4MILL8QNN9yAuXPnYtKkSZg/fz6efPJJvPLKKwGr/4ZjypQpOOecczBz5kxkZ2fjqquuwksvvcQgHxERkYEwsEdEREQxJ091VPq4vNiCHFBYunSpL4PN/9/KlSujald3iwwoDYhF+rkicfHFF6OlpQUbNmwI+vvRo0dj0KBBuPPOO1FZWYlp06ZF/F7ByDXnOgc9O8vLywPQdWGH448/HkBHcFOeLitnyPmrq6vzvU53kpKScPnll+PVV1/1ZbKF+5oLFy7E/v378fHHH2Pr1q0oKyvzfedOOeWUkO+fnp6OlStXorq6GmvXrkVVVRWWLl2Kuro6ZGVl+bLfAODKK69EbW0tNmzYgPXr16O6uhpFRUVd3kfpay5ZsgQtLS2YMGFCQJsuv/xyAIi4Jl5KSgrWrVuH1atX49prr8XWrVsxZcoUXHLJJWhtbY3oNYmIiEhdDOwRERGRMAYNGgTAGxSSM9j8/ympVxeOgoICtLW1+TIFZfv378fBgwcDaqTFmjzlNNRqrVOnTsWaNWswZMgQnH766aq+/9KlS2GxWHDJJZeEfN6oUaMAdK1RJ9fMy8rKAgBf+zZu3Njled99952i9jc3N0OSJN/03qFDh6JXr15dXtPj8WDLli1BX1NeEXnYsGEAvIt/DBgwAKeeemqP7w94szZ//vOfo6CgAAcPHsSmTZuCLl6RlJQEh8OBs88+G0lJSVi9ejUABH1uT6+5f/9+SJLUJdh29OhRAAiYnhyuhIQEXHzxxVi8eDHKy8uxcOFCfPjhh1FPeyciIiJ1MLBHREREwhg7dixsNhsWLVrkC1r4625aaqTGjRsHAF1Wz128eDEAYPz48aq+XzjefPNNAN4FP7ozc+ZMzJ8/H4888oiq7y3XtpsyZQpOPvnkkM+dMmUKAOBf//qX77G2tjY899xzOO6443yBv9NOOw2nnnoq/vGPfwQEqJ566ilYLBZceeWVvseCTbk+ePAg/vOf/yA/P9+XDZieno6SkhL8+9//DqgFuHTpUhw5cgS//vWvQ7Z9xYoVKCsrw5133omEhI5h8549e/DVV1+F3BYA5syZg2PHjuGuu+4K+bxdu3bh6aefxoQJE3rMDAz2mqeccgokScJLL70U8Fy5xuLIkSN7bGswP/74Y5fH5GBosOnNREREFHtcFZeIiIiEYbPZ8NRTT+Haa6/FGWecgauuugpZWVnYs2cP3nrrLZxzzjn429/+ptr7jRgxAjNmzMA//vEPHDx4EOeffz42bNiA559/Hr/4xS8CVsTV0scff4yWlhYA3mDLf//7X6xduxZXXXVVyEyygoICPPDAAxG/77Fjx/Dvf/8bgLcmXXV1Nf773/9i69atuPDCC7tdgdjfpEmTcPHFF6O0tBT19fUYMWIEXn/9dXzyySf4+9//HrCwxZ///GdcfvnlGDNmDK666ips374df/vb3zBz5kwMGTLE97zLLrsMAwYMwOjRo3H88cdjz549eO6551BbW4sVK1YEvP/ChQvxs5/9DOeffz5uvvlmfPfdd3jkkUcwZswYXHrppb7nrVu3Dg8++CDGjBmDjIwMfP7553juuedw6aWX4o477gh4zenTp2Pt2rUBU6kffvhhbN++HaNHj0avXr3w+uuv4/3338dDDz0Eh8MRsL3dbsevf/1rnHjiiaisrMRTTz2F4447Dk8//XTA85S+5nXXXYe//OUv+M1vfoMvv/wSp512GjZv3ox//vOfOO2003DFFVf0+HcK5sEHH8S6deswfvx4FBQU4Pvvv8eTTz6JAQMG4Nxzz43oNYmIiEhdDOwRERGRUKZNm4a8vDw8/PDD+POf/wy3240TTjgB5513XlQrgHbnn//8J4qKirBkyRK89tpryMnJwZw5czB//nzV36s7jz/+uO//k5KSUFRUhIULF+IPf/iDKq8vB6g61wJ0u9249tprAQCpqak4/vjjMWrUKMybNw9XXHFFQBZbdywWC15//XXcd999WLFiBZYsWYLBgwfj3//+N66++uqA506YMAGvvvoqFixYgNtuuw1ZWVmYO3cu5s2bF/C8G264AS+++CL++te/4uDBg+jfvz/OPvtsLFu2rMvKv2eccQZWr16N//mf/8Fdd92FtLQ03HjjjSgtLQ143gknnIDExET8+c9/xuHDhzFw4EA89NBDmD17dsBKzd0ZNmwYXnvtNfz3v/9Fa2srhg8fjpdeeiloVuCIESPw3HPPYf/+/b7VbxcsWODLNAz3NTMyMrBx40bMmzcPb7zxBp5++mlkZGTghhtuwKJFi5CUlNRj+4O5/PLLUVVVhWeffRb19fXIzMzE+eefjwULFgSsak1ERET6sUjRVG0mIiIiIuHNnj0bjz32GFpaWtC7d2+9m0Mxdt111+HDDz/E5s2b0atXr4CFPnrS2tqKn376CZ9++il+8Ytf4OWXXw6YNk1ERETaYsYeERERkcmVlZXhpJNOYlDPxGpqapCVlYXTTjvNt+KxEtu2bYu4hh8RERFFj4E9IiIiIpN67rnn8OGHH+KTTz7BwoUL9W4O6eTuu+/GNddcAwDo27dvWNuedNJJWLVqle/n4cOHq9o2IiIiCo1TcYmIiIhMKiEhATk5Obj22muxaNGiLjX2iIiIiMjYGNgjIiIiIiIiIiISUM9LmREREREREREREZHhMLBHREREREREREQkIAb2iIiIiIiIiIiIBMTAHhERERERERERkYAY2CMiIiIiIiIiIhIQA3tEREREREREREQCYmCPiIiIiIiIiIhIQAzsERERERERERERCej/A1IQvZIkSQq6AAAAAElFTkSuQmCC", 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", 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" ] @@ -312,9 +322,17 @@ "id": "347b8a5c", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/utils.py:486: UserWarning: SIMON says: Stingray only uses poisson err_dist at the moment. All analysis in the light curve will assume Poisson errors. Sorry for the inconvenience.\n", + " warnings.warn(\"SIMON says: {0}\".format(message), **kwargs)\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -346,9 +364,9 @@ { "data": { "text/plain": [ - "{'g-band': ,\n", - " 'r-band': ,\n", - " 'i-band': }" + "{'g-band': ,\n", + " 'r-band': ,\n", + " 'i-band': }" ] }, "execution_count": 5, @@ -439,14 +457,22 @@ "name": "stdout", "output_type": "stream", "text": [ - "[OPTICAM] 5 g-band segments averaged.\n", - "[OPTICAM] 5 r-band segments averaged.\n", - "[OPTICAM] 5 i-band segments averaged.\n" + "[OPTICAM] 8 g-band segments averaged.\n", + "[OPTICAM] 8 r-band segments averaged.\n", + "[OPTICAM] 8 i-band segments averaged.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/utils.py:486: UserWarning: SIMON says: Stingray only uses poisson err_dist at the moment. All analysis in the light curve will assume Poisson errors. Sorry for the inconvenience.\n", + " warnings.warn(\"SIMON says: {0}\".format(message), **kwargs)\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -458,8 +484,10 @@ "source": [ "import astropy.units as u\n", "\n", + "segment_size = 30 * u.s\n", + "\n", "averaged_periodograms = analyser.compute_averaged_power_spectra(\n", - " segment_size=50 * u.s,\n", + " segment_size=segment_size,\n", ")" ] }, @@ -468,7 +496,7 @@ "id": "a19103e0", "metadata": {}, "source": [ - "Computing averaged periodograms works, since the gaps can be filtered out, but we don't really have enough data in this case to get meaningful results (note each averaged periodogram is comprised of just five segments). When averaging Fourier products, the general consensus is to average at least 30 segments to get trustworthy results. However, generating enough data to get 30 complete 50 s segments would take up a lot of disk space, so I'll leave this as an exercise for the user.\n", + "Computing averaged periodograms works, since the gaps can be filtered out, but we don't really have enough data in this case to get meaningful results (note each averaged periodogram is comprised of just eight segments). When averaging Fourier products, the general consensus is to average at least 30 segments to get trustworthy results. However, generating enough data to get 30 complete segments would take up a lot of disk space, so I'll leave this as an exercise for the user.\n", "\n", "## Phase Folding\n", "\n", @@ -483,7 +511,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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K2+2GyWQK+JusTq3G0qylqE71d7tsOrMJz156Fvv69gnu63Q6OXHddGYTnrrwFLa0bxEdy8WLFwUFXUohVLINqT2ZiM8Z1QBKIhKs9Eg4GsA3GINpgMPhgMlkClkDyHanT5/GqVOnEv45o0ZdhHG73ejs7ATDMPEeCoUyIFl7ci16mB5Rtwwx6hwOh2dbdw/WnV0n+zzEGAq0iheKwRTIkKRQKMEJpgF8gzHaGkC2GyiJT9SoizButxtdXV3UqKMMOGLhxuOL44H+A3j20rN+M+xF4xchW5ktyS2zaPwiZKuysXDUwpDHtK1jG17BK6IzfblQo44yUImFBpCQCL4GbDqzyWubga4B8YQadXFA6MEhS8i+P24KJVbEwo1ns9lw7NgxOBwONPU3oYfxn2HfM/oeLB+2nHPLkLqPTqfT73j3jL4Hzwx/Bg1FDX7tg4LF0pDjvtP+DswKc0gz/VChGkBJRGKhAQ6HAydPnvTSgLUn13ptI6YBQuMKpAF2ux0XL14Ey7KiY4mXBkSLpDHqol2nTg5CDw5ZQvb9cVMogwmn0wmTyQSGYVCjrUEmMnFf0X0B93n39Lv4797/xt8u/s3vO77Y+8bwkFgasVVzsu/8vPnIYDNkzfTDTcCgGkBJVtxuNywWi5cGfGfsdwLuQzRAbCWNPI/EE8DXgIsXL0ZNA6LdrgyQX6cuaYw6o9GItrY2NDY2xnsogpAl5EXjF8V7KBRKUBwOB65cuYIzZ86ELGpTNFPwsPNhzMqbFXC7dWfXwawwY3PXZsFx9Pb2csZVsIw7IWbkzsCjeBQNRQ2S94mGi5VqAGUgEUkNmFMwJ+B2RAM2Xtgo+D3/eYylBsTCqGtsbERbWxuMRqOk7ZPGqIs2gTJspECWkO8ZfU+ER0ahRB6Hw4Genh6cP3/eS9Q2ndmE53qfw2HlYcnH2taxLaDbceGohUhn01GfVs/NuMVmybESWiGoBlCSiUAa8OylZ3Gg/4Cs4wUKPyAaMDNjJvd8iT3r8dSARIAadRGCxO/QBAlKMrP25Fr0Mr04qDwoeZ+NFzaix92D10++7uWSJOI8K28WHnE9gvHXxsPlcqGzszOivVW3d2+PSJA01QAK5XrmalN/k/z93D14te1VcQ3oHw+HwwGLxeLnag2HSGlAIkCNujgjtU4OJfmId1FZKTEjxO1BjKtF4xchS5mFKcwUyedZMHwBslXZeGDkAzh16hTOnTvn5UbhG24sy6Krqyuibs/NXZv9gqRjFS8DUA2giJMoGhDo/EIakK3MRq2+Vta5yH412pqAGsAwDBeTFykCacBAK+pNjboo4Ha7YbfbJYk0LRxKESNavw2pRoQUNwbDMF6xZfeMvge1+locVB6UPOudXTCby16LRzkQoSDpSLhwpBRhBqgGUMSJtgYEM1hC1YB6Qz2a+ptEiwcLQTJeK7WVg0YD4gE16qIAwzCw2+0RcQ0lA/GejQ42gt3PaBsRTf1NsCgsePPUm7L/TUlmnFRBdzqd6O/vFyx3IobvKlwoQdJSYBgmaLs0igeqAZEl3hpA+rrusOyQfY5QNEBu2EOsNCAeUKOOEnfoSkVkicT95LfpcTqdojWihKjV1yKdTcc0zTTBfQ4rD2OldSWMDv9sLn65Az4sy8Jms/l9HopRJ+TSkYLvi4AabZGDakBkibQGyI1hrTfUI1ORiXJXueAYjqqOimqAmHuVZVlYrVY/Y4+USZKzsheqBviu3vm6nhOBpDHqEqlOHYWS6Lx+8nX0MD3Yad0p26ir0lfhIftDqNJXCX5/UHkQJtaEvY69sNvtggaZ72ydYRj09fWJFhF1uVyChYYZhoHVao1IULXD4cCxY8fQ09PDGXNS3KsUykCErwFy22RVp1ZjiWEJSplSwe+b1c2cBhD3rVAWq68GWK3WgCtyQqt8/HCoSGkAMS57e3uj3j6M1qkTIRHq1MU6IJq6NCih8sDIB5DOpssOdpbCFGYKMhWZqFZVc0Ydv3UQcH22LscFI1RomKzwOZ3OgIJOXizBAsJNJhOuXbsWsKhxIKgGUAYK0dSAClcFMhWZqNHWgGVZXLx4ETabzWtiJlcDxPZhGAYOhyNo8pMUDWAYBiaTCS6XS9SrEGnk1qlTR3U0FNjtdnR0dKCgoIBbEh8/fnxMzk3ON2TIEOh0upickzI4aChqgOKwAnn6vLCPZbfbvVwdpUwp6gx1cDqd+BpfA7juxoikQG5p34LXdK+hzFmGoe6hMJvNom5aIujjxo2L2PkJTqcT586doxpAGVBEWgM6OjqQnp4OAChxl3B9XbvRDeD6xIxsEymMDiN25ezCNMc0VJmr4qIBsSRpVuriBY0VocQbX6NKLuE2u5brugGAZlczXtO9JruAKZ91Z9fBorDggOYAXuh7AXste2XF3onhcrlgt9vhdrslze6JUUc1gBIvwtUAANjXtw/PXno2pN7EobwHI6EBALDXsRc2lQ0fMh9GTANIrTyGYSRnuceKuBp1e/bswbx581BYWAiFQoH33nsv4PYdHR347ne/i/Hjx0OpVOKJJ56IyTijRSQLqBL47pZATZAp8SWYWywSIkwIxajis/HCxpCbXfue2+l0cgZRIPa59sGisMguYMqHVKEHC5hgClgQmWVZrqApHxJPyH8RkGtgWZZzHYX6jEVbA4CBW29rsDOQNADwZLT2MPJ7Ewv9xsWSHvhEQgMAoEZbAwWrAAs2JA0QunculwsWiwUsyyZcwlRcjTqbzYZJkybhpZdekrS93W5Hbm4uli9fjkmTJkV5dNFHyoMmNyaGPyOiRl3iEmzmGgkRDnRc3xeF2AvE7XZjZsZMpLPpsppd+57P16gL5matVleHHc/TUNTgSdhwVSETmZjCTMG2jm1cRh8fEosjxaiLJNHWAGDg1tsa7CSaBoh9TkIj6lLrkK2U35uYTCp849yCJT1EQgMAoFJbiSprFTKQEZIGROvfIVrENaZuzpw5mDMncCNfPiNHjsQLL7wAAFi9enW0hpVQkAc/PT0d58+fB8uyuOGGG2h8TBLCj8+U++/vdrthtVphtVrR3t7u9z0RLl8YhsH4/vHIdeVibtFc2WMmNaQ0Go2s/SrUFRhjHYPCIYXcZwqFAgaDASqVStaxSlwluD3jdlgsFrx14S30MD3YZd2FxVgs6zjxgq8BHR0dyMnJwdWrV0P6HVAGNuFoAODRgXPnzqGrq8vvOQqkARcvXkSlthK3GW5D9ehqWeckGpCWliZrPyENUCqVyM3NhdlslnWs8f3jUZddh2vOawNSA+SQNDF1ZrPZ6080XBGk/lazqznix3Y4HDhz5gzOnj0Lq9Uat4w2mk0XP8KJz3S73TCbzX6zcKntsIibUejfnRxb6BhiWamhQIw6pTJ02VowfAGyldlckHakIRoQbhyQEOTf32az4dSpUzh9+jTVgCQj3BhtoY4txKMTbDU60HMuRQMisdKlUCiQm5sLhUIR8jGirQGRwm63+9ktUkgao66oqAiZmZncnxUrVkT8HKT+1j6X97KunD6S5KENJJjxTL6giR+DC6muObFaUuS7YIHCRocRz156Ftu7t4c81mPqY2EbTLMLZmP5sOWoTpW32iAVogG+cUCR1oB4ulSpBgwupBp1gZ5zKRoAeDLSn+t9DsfUx0Ie7/bu7VitXi1YuFgK0daASLFixQovm6WoqEjSfklj1LW3t8NkMnF/li1bFvFzcPW31N4/FjkCHE/BjPQMnM7oPQzm++B2u7HXsher1asDZsfudexFD9ODzV2bQz5Xi6ZF0GCKNbt7dmND1ga0Mq1+3xEN8I0DGigaAET29zqYf/tyGOz34UD/AfxZ9Wf89dxfA2637uw69DK9aNG0hHyuzV2bYVFYsNexN+RjhMv27u14TfdaWMZpMJYtW+Zlswi5xoVIGqMuIyPD6080YlFKmVIsMSwBAGzI2oBtHdsifo5oEumXSbxfTonCQL0PUjLUGIbBp8ynsCgsAbNja7Q1yFZmY37e/JDHU+4sFzSYpECqykci4WHr5a2wqWzYz+z3+45oQJW+CkaHEavVq5NaBwbqbz/SDNT7IEUDAOAT5yewKq3Y8NWGgNstHLUQWcoslDvLQx7T/Lz5SGfTUaOtkbVfJDWAGJbhGKfB0Ol0fnaLFJLGqIsl+1z7YFPZsPHCxngPJSYM9lnoYOBA/wE/A2NL+xbBLDCCWIaa3W7HxYsXuZZd5c7yoNmxldpKLB+2HDNyZ4R8DRNdEzmDiQ/Lsrh69apoCzGyjVRB5/e8FOKuoXchzZ2GqcqpAY+z17EXFoUlKXSAakDis69vH57rfc4vfGFL+xa8glcEJx9SNaBaXY00dxoWDF8QcAwNRQ1YmrUUE10TQ76OGbkz8IjrEVRqr7fNIsZnoNjdSGoAMSzDMU6jRVyNOqvVikOHDuHQoUMAgLNnz+LQoUM4f/48AM/y4+LF3tkpZHur1Yru7m4cOnQIbW1tsR56QIYrh0PBKnBT+k3cZ4nY+DdSDNRZaDLR1N/kZ2CsO7uOywKTg8Ph8Or+MNE1EQ/ZH0JDUUNExywVlmWxvXs7XtW8igP9B8IqBOp0OvFq26voYXqww7JD8AVQl12H+3vvR5myTPQ4B/oPwME6oGN1Xi+6aJdIiRdUAxKfXdZd6GV6/cIX1p1dB7PCLGvy4asBFeoK3N97P2YXzI7omKXCMAwO2A/gedvzOKw8LFiaRCpSNGBG7gw8ZH8oLOM0WsTVqDt48CDKyspQVuYRxyVLlqCsrAxPPfUUAE+xYWLgEcj2zc3NeOutt1BWVoa77ror5mP3ZUv7Fi548wJzAayCxQnLCe57oayjQFCRpESSWn0t0tl0LwNj4aiFIWeBud1uOByOqPc9lMp+Zj8sCgs+cX4SViFQp9OJ2/W3I1ORiXJXuSzji68BTf1NuIZr0ELr9aKTY9RRDaBEknpDPbKUWX7hCwtHLUQGmxF0lc2XRNOAFnULTDChRd0StlEXqgYkAnGtU1dXVxfQZbJmzRq/zwJtH09IS6I99j2YqpyKj50fS35IhFbx+D0i+c3O5dboolAAoEpfhZGmkagvqMepU6cAeFwhI3pGhHQ8hmEkFRGOFVOVU7HPvQ/VmmogTA2uTq3GJHYSrl69GnC7VqYV+3T7cEf/HahDnZcG1Oprsce+B+Vu6e4ZX4NPSAMG40o/JTZUp1ZjinqK3+cNRQ3QtGlQU1DDaYMUiAYkSlHeclc5Ptd+jknO8BsTSNUAwNPO7GP1x2DbWTxa8GjY5w4XGlMXIUhLosn2yShTlslaig62iid3lY8yuJFS8oJAOkVE+rdjdBjxTs47ghmgB/oPRKRnoxzKlGV4yP4QKtQVkrZ3u93o7OyUbJRu69iG53qfw2HlYe4zsjpI3Fl8DZiimYIlhiUoZUolX0OgVTyqARQ+iaQBYnVZSaJQOGWM5FDiKsHj+sdluUSdTif6+/slTZYO9B/ASutKLw0ArrczC6WNYjRIGqOusrISxcXFWLVqVcSPbbfbUa4qx+L+xUF/UJGOrdt0ZhOeuvBUSE2WEwXazkweQm45sZ6/pEp8pFfUSJNsoQxQEr8X79IjAHBUdRSv61/3Mz7dbje6urrgdrvR3d0ten+2d2/HK3gFb3z1BnqZXq/ekVOVU7k2Rg6HQ7IGMAyDzs5OqgE8qAbIIxQNiLRRRzTAty4r/3uLwhJWGaNIQIzPQzjk953T6cS1a9fQ1dUVUCP39e3D5r7NMLH+PaRJO7NQ2ihKYdWqVSguLkZlZWXwjZFERp3RaERbWxsaGxsjfmwSNMqyLI6pj+Fl18s4oTshuG2kZ9xrT65Fj1tek+VEy1Sjgh4+se75W6OtEc0AJfF7gUqPqFSqkCvDH+g/gOd6nxPNTOPTrG6GVWkVND6NDiNe1byKbR3bBMM6WJbFpq83wawwg2VZZCmzMIW57r4iq4NV+io/DVhpXSlaHJVhGM6gjARUAyhA/DTAty4r//t0Nl20jBFp+RVKhxjSuUWKBhDj8zN85vfd9u7tWJ+5Htu7t4tqQGdnJ3Zad4IFCwUUXhoAeJJEHnE9ErVEscbGRrS1tcFolFZsOWmMuljRommBGWYcTjkcfOMwIBXqvzP2O8hWyWuyTAOwo08ivTRJ39dgq3X7+vbh2UvPSlrxqdRW4r6r9wlmgFbpq/CQ/SFM0UxBZ2enl1hu796ODVkb0OxqlmzUbevY5lXos6m/Cb1Mr6Ss3QpXBQyMQdD43GHfAYvCgl0u4eMwDINbcAvS3Gl4oPABLM1aKsmdSookR7s4KiloTDUgMUk0DTCbzUEnEqFogFjIQ6W2Eg87HsYkTPLSgAP9B7A2ZS2OqY/J1oCjqqMArndukaIBxPi8Bbf4fbf+4nrYVDY0McJeBTIBm6aZhnQ2HbPVs2WFVMSDuCZKDEbKneU4pDuEide8XTAMw8BmsyE1NTUiyQ5E0OeUzsFo82hUjPZ+sHxTzimxhZTrSU9Ph1arjetYiFEX6HfndDqxw7IDJtaEtSfXYuawmWGflwgi/zdIRHSHfQeGdQ/DhowNYLtZFKNY9DgbL2zkCn1Ox3TU6mvR1N/kl7V7VHUUrf2tKFeWYy7mAgBK3CUodhYjIyMDXejy2p5F8KSrMmUZCnsLMSN3Bs7Zzkm67nJnOT7Xf+4pjsqzmUgcX6SSvaRoAFkRpAlWscfhcODUqVPo6+tDXl5eXMdCNCAlJUX0txANDWBZ1i+84cNrH+Ka8hr2K/ZjdPdo/EX9F9zRf4ckDWhWe+L3pjBT0KJu8dOAZlcz9qbsxRT3FMyHZ4WwUluJIReGIDc3F1dwJaTrqNRWYqRpJLJSsmCBJaRjxAq6UhdhJrom4jH1Y7jJfpPX5263GxaLxVNPp/8Anr30bMC2SuESzKgjK31yZpEk4NblcskK1A12zMFofEbK/UFe3FLvc6jGvNPpRLmrHFnKLFkrPqHCgsXmrs2wqqxBY24WDF/gVeizSl+FpVlLUZ1aDY1GA51OB4VCgWZ1M0wwYbdyN7a0b8GW9i2e2b36qOBxZ+hmIJ1NR71afkmXE7oTeNn1MrdywIcUSeYXRwWux/ExDMP1wo22BgSLpZL7HFMNkEckevQOVg0ArndmCBZ/SzSgwuWZuJDOLUQDDAYDFAoF9rn2waq0okndhC3tW7DpzCastK7ESf1JweM+UPgA0txpqFXK71JzVHUUa1PWiiaKxAtq1MUYhmGwq28XepieuGbLuN1unDt3DqdPn5YlFuQlQWahp0+fDkuw6IpiYOS+FMK5n6VMKZZmLcU9o++RtP1J/Um87HpZVv9DIqIzdDMwP28+DG5D0NZhswtmixb63HF5B95MexOH2EOocFVAAQVYBYt1Z9dxJUZa1MKtfCq1lbIyZvkcTjkMM8zcyoEcWJbFHvueuGsAcH1F2Wq1StreVwPOnTsHq9XKGXqhQDUgMImuAS/2vyjLsJmVMssTEuGaynVmCNb6j2hAibvE7zuNRoPj2uN4Xf86V/ifaMDak2thYk04knpE8LgzcmcELSQuBonXFUsUiRfU/RohDvQfwA79DpQ7y1EN4cBRwPOAEhftwlELgZ4YDlJgLO3t7SgqKgqpFy7ZPzs7Owqjiy12ux0dHR0oKCiIaF9gp9MZ1gtPCvzVk1hhdBhxwHAALFi0aFpQ6pAWZzIjdwbYQyxGZo1EcWExUr5IQV1hHb766ituGxJA/Yn1E7zR+wYWdizECdUJHNQexKhro9Bua8cI1Qi0u9vhVDphVXiEdZF7EVJSUvCx82MuE+3VtldR5ioDAnjAlUol0tLSZE1OSq+V4pjhGMqcZbBYLHA6nV4akI980X0ZhsFkx2Qc1h+Ouwa4XK6wV5SJoTfQiZYGxKKbULw1YJ9rH+7FvZL2q9JXobC7ECqVCrWFtRh+ZTjS0tK8thHTgGZ1M1rOtuCI+ghGXhuJC7YLWNS+iMu4v8BcQI2jBq3aViwctRA6nQ5//PyPmNA3AUgXH1MoGlDhqsBB1UHcqr41Yj1lIwE16iJEU38TrEorWjQtAY06wBPnMytrFqYUTcEfvv4Ddlp3olZfK9qgmAS5+v7w5UJEKz09wK87SSGrDkOGDImKURdNYvVSJUZ8Xl4e9jr2glV4ssFC7X+o0Wig1+uh0WgAeCZGH/Z9CEbD4Hv4Hg6qDsLCWPDuhXfRr+mHFVYcdR0FCxYmxgQWLAxKA9LZdE/RYXgy0cZdG4e5RZ6YOqaVCbpioVKpkJ6eLqnQKOEm+02ozaqFyWbijDq+BkzH9ID7l7hKMDtrNqcBu6y78EDaA0iD8DNONCDcCRTVAHGipQHEqItmbG2sNIBhGFy8eBEjR4700gCxDNhgaDQar0b1h5WHsb9/P1gNK6gBFljwac+nYBQMpwXrzq5Drb4WO207Ua2pxkjbSJSypWgoaoDBYIDhtAFnLp0JatTJ1YASdwkmOCYgMzMTXfauhDHqksb9Gs06dYCnjIOBMch+wYn14+MjNXsxGMRleu7cuYQsYhqpGJ3BAmnALSVtPxr4xowwDMO5gUhG2QTFBLRoWgRjy+RCWmvZFXZs7tqMKcwUZCmzsHD0QtSn1iOdTUexshjpbDpK1CXIVmbjwRsexCOuR0JyoQbC6DDiNd1rgsWVxQhHA3qYnoC9N4kGhPvckmfMZrMlZA9aqgHeJIoGkPI8LMvi4sWLXhpQrCzGPtc+0TJecjioPIh+9AfUgMqMSu682cpsLBy1kMu4j6QOEA0QK00UK+TWqUualTqj0eg1I4g0VfoqfOvyt8CyLFqZVnyc9TF0HTosHrY44H51qXXYYd2BWn0tioqKop4pSWaNiQhJ3gg0U46EiyRabhYhnE5nyKusxODfZd2FJ/GkrH2J+I4cOdLvu0+sn2CnbScePPcgRmGU6DGa1c2ca3MMxnh9RzLKNuVuglVpRbMi/GDhWn2tZ6WOZTyxNmfSMTNrJqYUTcHBroMoulqErKws9Pb2IjcjF2lpaRhbMBa7TgQvayAXUjh1P7MfCyCt3R9fAwDPS6FJ3QR7hx1jMVZ0v7rUOuy07cS937oXWVeyuJXLaCKnB20sGYwaAFxfaZXr5o6WBuzv2489PXvwyJePYE7BHNFjEA3Y69jrl/hDNOC93PdggikiZbymMFOwX7UfLMsKasBI00iUfqsUH5/9GN/61reQlZWF0qJSHOw6GPzgMiEaIHTtsaSxsRGNjY0wm83IzMwMun3SrNTFkv3MfthUtoAzb0KlthKLri1CsbMYeXl5ETHq+L1ipTCQalZJHWugGlGxvF6n0wmTyRTSCgtpwO2bth+MA/0H8KrmVWw6s8nrGrlCmradMLEmbPhqg9d+DMN4NcImNd6GK4eLzlinKqfCwBi4rDStVothw4bhc3wesAAvH41Gg6KiIlSnVWO6bjq0gQLgfNjWsQ2r1atlBWqT1Q8yNqVSiby8PK8iqKRwqlB9O0Ir04q1KWtFVynJSyGYDpCEjTJlGQwGQ0SMOrkaAFx/ZhJdBwaaBgCeZ8tkMsk+X6Q1gFRh2GPfAxNrwptfvuk3TiENGKEagZXWlYK/9Wp1NTKRidJrnrharVaLoqIiGB1GrNGukbzSpdFoMM0wDXdo7pClAVvat+C53udkeQtIPT7SwkylUolqgFhYFICgzQbiATXqosBU5VSkudOwYLi0Gb7vgxQuZDVOqrs2EgIXTomUaLiCYyXa0SwwWqWrwj+p/glVuipZ+4m16SJ144hY3V1wt1dBUpZlvX6HJe4SLLq2CBeYC9yM1ZcyZRkWXVvEZaXpdDoMHTpUVgFeYtSpVCrOEFp/cT1Wq1dz/WNJP1lf443Ur9rl2iX4PaGVacWGrA3Y3r2dW/0gY1OpVMjPz/cSdL6hRTjQfwCr1avxx6//iA1ZG9DEeGLoxDJgyX2WogOR7jIRSueaSDwzoZZIoRogTHVqNZ7MeBIlrhJZ1xFIAywWC6pVntZW/zDiH7zeFWIacN59HibWJPhbr1BX4HH941wZL51Oh6KiIux17BXt5iKERqNBZmYmPnF9IqoBq9Wrsbtnt9d+686uQy/Ti2Z1M5pdzaITrUM45KUBPUwPV05JqVSKagB/la7Z1cz1sz2qOoq92r0xaTYgB2rURYEyZRnu770fswtme31+VHUUL/a/GJH4I7fbHdLML1qEUo+JBPeSh3Vbx7YojlCYcFcn5L44fM8n9BI0m81obm5Gf38/LBaL7BdesDZdldpKPOJ6BPU59aKriKTG2zH1Ma63YaAZKx+NRoNyZzkyFZkB99nWsQ2v4BWuntSzl57FCNUIpLOeiGb+S4m8pHzLB5D6VWR73+9J79cmpgk2lQ2buzZzqx9Sr4fw4bUPYVFY8Jn5M9hUNgDwWqX0hdxnvg4YHUbPS0ekdp4cEk0DAPnPQyJoABBe9mg0NcBut4f07xxMA0hrq5nDZoouAPA1oEZbg0xFpuhv3RetVou5Q+eKthLkQ1bNVhxeIUkDtl7e6rX/wlELkaXMQoWrgqtTxzc+Se/Xj/GxlwZkK7ODllPyZZdrF2dwNqubuUQRskqZCCRNTF282HRmE/506U+4TXMbmtXNsMBTFXsWZoV1XBKjEUiESEwP287i0YJHQz5XtDPm+G6q8UPHo729HWPGjJEV6xJqjAwR1PHjx4cydNn4nk8o485ms+HUqVOy7zdZnZmimYIiexEKhxRK3q+zsxMMw3AzVa7Gm6YFjysex3DzcBSkFUg6nkajQbmqHDMMMwAAu1S70GptxXTFdNyH+7jtNl7YCLPCjHVn10GpUKKH6QHDMnjE9QgsIyz4y/m/cC8lfnYbn9kFs6E7ocMXKV/gY+fHnu95YWIkJkgNNRSsAuPSxqFaV40p6ilwOp3oRjcAj4H5Ft6CrcMWMP4NADQKDTQuDaZppmG0bXTQbg3bOrZh/aX1uF1/O7d60aJuwWzMDrhfMBiGCaoBB/oPoKm/CXcY7gialR+IwawBQGzLssjRgJycHFnHDlUD+J0fhDTgX7X/inJVOTp6OyRNMnU6He4ffz90J3TIy8vDp6pP8UbvG1jcvtiv3A9ZNWvqbAIDJqgG3DX0LvCbwzQUNSC/Kx8XL15ESkoK9jr2osJ93fgkvV99NaA6tRqFuYX4CB8BkKcBwPWSJrepb0OhXdp9jgV0pS7KrD25Fj1Mj+eH5qpAJgLPdkgnAqkBzIE6FxChDLfAqZyZaCD3i5ibgu+mCrUCu9AYQ3EJh4oct1N/fz8OHz6M/v5+v+9Idf1QWknJdbsTiOuPf86FoxZyXRxYloXD4Qg5+7pZ3SzYp3HB8AXIYDOwcNRCLBq/CNnKbG71bEbuDDziegRVeo/rOVh2W4W6QvB7EhOkhhqsgsUXti8E9ycGpm/8G99tOytlFtLZdJSlyytUuvHCRs9Lq78JNdoaT4asSzxDVm4SQyANkNMnN9g55K7ACW1PNeD6uM6fP48rV64I/js7nU5ulU4O4WhAd3e3qAaQbULVgWZ1M3qZXsF3EVk1q82vDaoBj7geQV12neh5KtQVXuEgwPXer6FqgNFh5OIJ69WeDNxJGZPQrG5GubM8pMLF0YSu1EWZReMX4U+HPSt1I6+NxLT0aejt7wXgWd5+vfd1lKpLUcqWwul04uLFi7h69apkQfctHkpWBm/X344abQ2a+pu4QqyRgh+v47tKwZ91+iJWB6pSW4kx1jGoL6jHqVOnIjrOcIor8wm0CuByuXDu3Dn09PRIqnFF/p0LC/1nd9Gorn+g/wB2pAQvisvn3jH3Iu1UGkzXTGGfv8JVgVZtKxfsrVAokJeXhylFU5B2Kg13Ft0Jg8GAvM482Gw2XIX0WlHBIL1fTxtO42Pnxx53i8CjtWD4Arx16i1P/Jvt+uck6Wlz12YsMSzBSNNIvNH3BmwqG/Yz+3FNfQ2t2la4OlwYgRGCY1gwfAHWn/Ws1JWrylF0tYhrYk40YLJqMupRz/1mI6UBYn1ywyVYQV2xFfDBqgGAZ3WN9HsOdi63242vv/4aPT09AY06hmEi0rf3QP8B7NTtxDTXNL9MdjEirQFcwf0uTwybwWCAWq1Gdapn1ay0tBSHDx+OuAaQLN2vc7/Gfvd+2Rqw17GXiyf8Z/U/Y9y1cXjT9ia3ipnCpHDVLhrHNEZs3KGSNCt10a5TJ8Y9o+/B8mHLBVOiSYBni8bTxoi87MkLnWSwMQyDo6qjWGldGbReEVkZbOpv4mJ6GooaRLcPpdp5KEHYA51AKxXRuB+RjL/kF8WVilarRXp6ulfgcCgYHUY0q5tRo61BdWo1tndvx4bMDTjEHopJ6Q4CiXOdkTtD1n4k6Ykfe3PX0Lu4WKEWTUvQDNfZBbOxfNhybsWBDz/IG/DuDwv4a8Bzvc8F7RfL1wB+n1wxSEFZOStjVAP8ISuskYpxPKE7gRf7X4xInTSxmNRAREoDWplWNKubUauv5d5Fx9TH8AfmD/iw68Owji2HyZgckgYIxROS9mblznJZ1S5CQW6duqQx6oxGI9ra2tDYGH9LmkACPMWKlbrdbmw6swn/bfpv7FfvF3RhEZxOJ86dO4fvjP2OZylbXwujw4jV6tUBXwK+4hxLd0UyI/SC5mcCkub0/IDfTWc24akLT+GNo2/IMsL5RXGJK+Gw0jtbiwvg9zEij6qO4mXXy6INsYOxw74DFoUFO+w7AHgaeFtV1qgJIB+tVss1+g6GmOtFyBisy67j+kWWO8slZ7gKwQ/yFsJXA8RcWICwBgCeVZpnLz2LTWc2Ce7na9RF2jihCEP0mZ8cQtzTTqcTh1MOwwTvDPJwNCCdTUe1upqbMPpqgFjmKFlQCLVxfRPjMSg/vHbdgAvkjo00SqUSOp0uqA6IaUClthJLDEu8XLozcmdw/ajlVruQS2NjI9ra2mA0SjPuk8aoS0QaihqwNGupYKNyQlN/E0ysZ/lbDz362X5BI40I+pyCOdyqQCgxdVLiWUito4E4SxfLcpPyIpNr8ArFqRCERI0EazMMIxh/ufbkWvS4e/DexfdkvXCr9FUod5ajRdOC7fbtMLEmHFR6inUeVh7GSutK7LDvECzP0axuhhlmtKS14MX+FwVXio+pj+E13WuCv0sWrNd/5+fNh8FtCCqApLxBOK4nrVaLjIwMqFQqDBkyJKCok/g+ucI80TURD9kf8st0lwrRAKFG5QS+BmQpszAxayKevfSs3wqOkAaQ/XuYHqw9uVbSmKQ8C4NRA6QUCJarAeQ+CYVTCNUxJKuBTqcTpddKkQnvDPJwNOAh+0MAgCZ1E0y4rgGkXNAu1y5RDTCxJuxy7cI7Oe8Irhw2u5qxIWuD5OzlCleFp1NEgNCgSGgA4ClZpNfrMWzYsKhogFi1i3hBjboEwze1v1Zfi0xFJqa6pkKn0OEaew2vfvkqfn311/gcn3P7CQkxCT4WenCIgMmJ3XI6ndh5ZSd+a/4t9vftlx33FSigO1YQw8n3ZST1RSYngJsYdUL3iYjaP4z4B8HzlrhL8Lj+ca+X/aLxi7iVXXIdUl8uLZoWWJVWKKBApiITU5gpcLlcMCqMMLHf9FEVKM9R4apABjKggAImCK8UExek0ORhhm4G0tl0zNB5Vrpm5M7AA+YHggog6QkZiXgihUKBnJycgII+u2A2HsWjCSHMvis4fA1YmrUUx3qPoYfpwQf2D4JqANk/W5mNReMXeX0eaNIhhq8GyDXqElkDpJQOkasBgYxffr1IoXtyk/0mPK5/3Ct0h68BbrdbdgLLPtc+rgzHFGYKAGD3td2wKCwAhEv0VLgqkKnIhAIK2FQ2wdqT+1z7RF2QtUrPKuGslOsVH0rcJViatTRgaFAya0A40ESJGLCvbx92WHeghC3B7e7bA25LYh82XtiI/5f9/zyrLKpydHd3w6A14BPnJ3DCyZVGIRBB588+SfAxaW7Oh2EYWK1WpKSkcDETW9q3YO2ltag31AuWP3A6ndzsslndjHrIC76Ot6Dz3ZtCQkHcUDk5OVygMwmO1ul0MJlMMBgMgsfzPU+wZIcSdwlmZc1C8bBi7D25Fw6Hw6+bCMk2I8e/Z/Q9yD6fzR2bBIBLgazU1aXUoVJbyQXi39x3M9oMbajR1aDoapHffSlxl2Ba+jR8bPkYrapWv4D7VqYVToUTOlYnOHmo1FZipGkkcjNyJY0z2qjVahQVFXGrIbFiX98+7LDswC3sLRjNBC6Dwl/B8dUAwOOyffH4i2DBBtUAwLNKU5NRg+rR3s+02KSDlHZwtjv9SiH5aoDc0kzx1gAyBt9nmUBaa8nVAN97LqWoMtHnqpwqNJ9tFtUAq9XKGd58DSDXIqckU7W6Gh87P8Y0zTSMc44D4DEud/XtEi3RU+IuQb2h3lMiq78Jdal1fscdrhwOs9uMm9Jv8vuuTFmGG/tulFxeJdoQDUjUdpnhQlfqYsAu6y6YWBMOaQ8FnRWT2AehJeBKbSWWD1uOB294EOlsesA4HLEl/0CsO7sOPUyP4GqMy+VCZ2cnprinBC3LkqiIzdAJQgHjRDT7+vq8ui8EOh7JYCX/1iR+TiymSQyGYbgMOHJc8u/KX1UgL6lAL5CJrolYdG2RX8KO0GoAgd/FocRdgiWGJX4B9/uZ/bAr7NBCG3DWHW929+zG+oz12HllJ9e9IpYQDdjP7A+qAcE6UTQUNWB+6vyAhY/DcY/y6wfyGQwaAHieI99nmRBJDSChFMD1TgTBklyExmOz2QQ1gPy9t7cXNptNUjtCodI/ldpK3Hf1PsHSHEQDjA4j12FBKOHnAnMBrILFCUvitMvyxVcD1OrBuaZFjboIolAoBAOz6w31yEQmbu67OegxSC2eQEvAswtm4yH7Q6JxOGKCHuzlv3DUQmQrswXLH5CsvImuiX5uwS3tW/DspWf94q1IUK9cY2awQeLnpMY0iUEEnWVZrvAsMerkutKlIJYxt6V9C1ZaV+Kk/qRf71cxlEolioqKYprxymfr5a2SEjS2dWwTjFeTCtEA34zBekM9MhWZAevTEYQ6UfhSpa/yq8fFR2xiJ6UOJr9+oO8xxTSAdAXwNVq2tG+hGgCPezJSNUOJBgDXy9lcu3Ytqhrg63LlawDgWQGUkiyg1WpRWFgoKXkp0sRKA+INNeoiCBF031WA6tRqVKurcST1CFqZ1jiNDkFf/g1FDVg+bDmqU6tlFdIUW+EjQb2vn3w95u4uX6T2mCQxM3a7PazWQXxI/JxvTFOiw8+Y47Pu7DqYWBOOpB5BmbIMi/sXY2rqVD/XER+VShW2UadUKpGbm+tnMB1WHubKv4itiNw19C5JCRqkUPAO+w68pntN9vMaSAOWGJYAAN4yvBWRNmGhIMWoI7FFs/JmSdYA0hXA12hZd3YdetyeJA0pYQnRhJ9ZGohoaABptRfpmqHRhmiAb0s9vgYAnonIomuLgq7WE6MunDIparUaOp3O6xh8r4JY4laoGjDQjLukMepiUacuUOo3CSSV2tyYzBZIM2Mh+K1d+JAA2nAy0+QE4Iqt8C0avwjZqmw8MPKBiBh14fZnlGLUkVg1sgIWiWbjJCj4ntH3BB2jmFsoHoh1cVg4aiFSkAKnwolWphVKpRLp6ekBjbpIoFAokJub6zfLP6g8yJV/EVsRqcuuk5SgsWD4AmQrs8GChUVhEXxeNRqN30uFQDRA7LltUbdwbcKCEW8NIEW1pWgA6Qrga7QsHLUQ2SpPkkYkCmtHokdrMB2KhgaQXqvBjB5idIdrREYKogG+4Rl8DWh2NUOlUkGn00VdA4Drzx9/4sT3KoglboWqAUKJIRqNJiI1/KRA69SJEIs6dST1e597H3Q6ndeqBFmeDtbcmMBvLWR0GAVnDGKBziQWSyh2h2VZWK3WiBoO/BU+PveMvgfPDH8mYrFWRGDJf81ms+SVhIEAcY/HayVDKg1FDdAqtHAoHZInKdFkCnM9xivcFRFSKJhk7Qo9r0IrBQSiAU39TVAqlcjMzPTSgXJXedA2YQQhDfA18IJpgNhvyeVyhdSGSozq1GosH7bc71lvKGrAM8OfCTqhkYqvBpDVNDkZoImM3DaR8YKvAXIKGkcLvleB1I6MlAb4rlIC1426WLiR5dapG5yRgnGCtEOq0db4GXUV6goM6xiGzrxOvKZ7DXf034Ep8KSUH1Mf82s1xG8tRFLO9zr2og51ssbEz+gkf7darYJtbJxOJ8xmM9LS0kK8A8IQocrLywtpf99m4sQ9kp2dLdiSLFiWKyV8SMbcVI20SUo0KWVKcVvabejt70WWOgvjro0TzPjmQzLSh2mGobu3Gws7FiINnt+9SqVCQ1EDRreNRqomFV387uE8yGoY/1kiGlCrr4VKpUJKSoqXDpS4SsC4GbToWpDdn81pAOApZfKxzZOZOAZjBDWgqb8JjZA3MRUq1UHaUPlO/EgyRKQnFg6HA11dXSEbkWIaQLK/fTNAqQZEH6IB1TrxbiWxokpfhaKrRchKycIV1xWUsqWSFhO2d2/Hm9lvQmVR4aGOhwQ1YEiGf8tLAsMw6OvrC6lXd7SgRl0E2HRmE17pfQWTMRlLDEugVCrhVDkFl6L3M/v9xLlF0wKrwhPA+S9p/wIAmD50OoZ1DINGo4Hb7cbua7txi/IW2aJIUvTHjRsXdFun0wmTyQS9Xi/rHIFwuVy4cOECrl69KupSMDqMaFI3wd5hx1iM9ftebto+32UyGAX9mPoYPu//HOXKcsyFx3g5rDyMFqunZInb7UaTrgl39N+BzvZOvN77OiZpJuEW3S1QKpXcCzuQGzEYpJ9iQUEBrLBG9PpCgbiApV4LyUY1K81gGRYbL2zEYiwG4FmJy8/Px/HjxwMeg2VZOJ2e53xbxzas613HaYBer0deXh56enr89jukOwSr0upnoJEek3sdezEGYzC7YDZGmUd53HEal6ftl7JK9ooUP6kmGL5tyiIBceMGOi7VAHkcUx/D271ve01GgmlAmboMd+feDbPZ7HUspVIJrVYre9WJaIDUskrRhsTcXr0qvW/s5q7NcCg9z0WoGnDt2rWEMuri6n7ds2cP5s2bx2XDvPfee0H3aWpqQkVFBfR6PUaPHo0//OEP0R9oENaeXMv1cFUqlVCpVMjIyBA06qYqpyKdTeda+AAQbDVEDCyGYbgg1Bv7bhQ06sTiasQ4pj4WtK9opFoFSXlJCFVWjwRSionGCn7R0nDjnVo0LV4V4YFv4sq+cfuR+9nU3+TVX9g3gJ+4EQfDS0+lUiE9PV3ytZBs1LHMWGQpswSDpw8rD+N51/N4M/tNbO/eHvB4Gy9s9NOAwsJCwbIJk+2TYWAMXhoAeFY+spRZXu4eksVapizjNEBociRXA3b37MaGrA0BE0EiqQHB+sQmgwaQCTZ59vn15+TSomlBL9Prdb+CacBB1UHBmFQSDzfQdYDE3MqZpM7Pmw8to0UKUkQ1YKV1Jd659g6XiJHoxNWos9lsmDRpEl566SVJ2589exZ33XUXampq0Nrain/7t3/DT3/6U2zcGP0+koFYNH6RJ1EgtT7og1GmLPOr9RNKq6GjqqNYm7IWza5mwbiak/qTeNn1sqDhRowC33YwfKQKejiNvUkM2W3q28Lqn+l7TDJDl7NCEW2cTieOHj0Kq9UaNN4pGOXOcmQik6sID3wTV6bIRK2+lqtzVquv9QQ0K1LggCNgFpdY79dwIH1mI3nMSEGyUe903omlWUsFn72DyoPoRz8cSgc2d232y9pTKBTQaDRQKpVccLUUDSh2FmNx/2K/el+V2koszVoqWDNQiGPqY0E1QKwh/NbLW4MmbknVADIBTRQNIMc1m81cSEkiaIDL5cLJkye5mGZ+/Tm5lDvL/SYjUjQg0ORErPdrOJzQnRB9DyUCM3Jn4Hs938PP038uqgEm1oSjrqOwKCz4lP3Uz2hUKBR+4VbxJK7u1zlz5mDOnDmSt//DH/6AESNG4PnnnwcATJgwAQcPHsRvf/tbLFgQnWa6Urhn9D3I68wLKBzNrmbsydmDacw03Igbwz5ns7oZVoUV+1z7MAZj/L4/knoENtgEq76XO8vxue5zlLn8i01K5ajqKFqtrahz16HqouflJGemR4Kbe3t7UZ5ZjhtdN6K+oB6nTp0KeUxA4GKgJpMJWq02JjPSA/0HsFO3E9NcnvgohmFgsVgiktU20TURt2feDovFwn1WypSizlAHjUYDp9OJkaaRKBxSiClFU/D6ydfRq+jFXsdeVKcJx7/sdez19H1USJuJBmqSrdVqkZmZib3XPO7EUDoPJAJTmCnYr/IUC35g5AMoLCzEkSNHuO/JCodCocDsgtkYaxsbUAOMDiN263djsn0yStnSsMdHWr8F0wDizuVz19C78O7X74YVE3lUdRRv9L6BhecXQmfWISUlRdb+0dIA4PrzTmLwyGe9vb3Iz88P+/hSIHGbZaoyTMM0sCwbUQ2YnTUbxQXF2HvKk50pRQM2d23G9/A94fG69oWkAWIrYxqNBkdSj8AK64DWgBZ1C0aoRuC8+zzuK7oPyrP+Rp1Go0kYo25AZb/u378fs2Z5/zDuvPNOHDx4MGi2kNls9voT64xJuSVNglHhqoCBMfjVECPc3HczMpAhWBR2omsiqtXV2K/ej19bfh2wZAIfkoHX7Gr2yvIjBovb7ZY8uyflDY4oj+DF/hdxWHlY0hhCRWqBXiF3jdvtRmdnZ0BXiW8z8A+vfQiLwoJdLv/uHHI4qT+JldaVkou3Hug/4Lc6JlZrik+NtkZSEWGCSqUSNZC1Wi0yMjJQl1KHTEXkOw8olUrk5eVJMs5VKpVfBipBrVZj5MiRomJcypTiSf2T+LHrx/j2yG+HPW5iOB/SHQr7WIBnchZMA3wbwhPqsutwf+/9aGfbsUq3Cuss0ori+moAcQESg8XpdMLlcuHixYtBjZd4aICUzNJQNcDpdKK/v587PonbbFI3heW2O6o+Klh3TYxAGjA/b77oftXq6ohpAOAx6irZyqh0H4mUBqSmpiInJyegBiwxLMF3Mr6D/8j7D8wdHjgBK5LY7XY/u0UKA8qo6+zs9MugzMvLg8vlwuXLlwPuW1RUhMzMTO7PihUrojJGEkvjV3z0m5ImwxXDBUsTyKXEXcK1fRIKEB/fPx6PqR/DRNdEWCwWPyNrn2sf7Ao7ruEamvqbJJ2TxGnsc+3jmjzX6mu9OljIjcNpVjf7xYfFg20d27BavRpGh9HPXSMlLpBhmKjE7hxJPQITa/LrRuF2u2G3271eUG63G7v6dnGrYwSxWlN8SAugYEWE5VClr8ISwxKvzgNqtRp6vV5Wix7fgqVKpRL5+fl+x1CpVMjLy/N6Fkh8q9D5dDodSktLw0oMIi/cbR3bvM5ZVFTkdx+J4ZznysPr+tfD1gB+6zcxDXhc/zjKVeV+vxXCcfY4WAWLI84jft8J4asBxAVIJnZOp1N2SEaiaAC/JVYoGuBr1NUb6qGAAqyCDavsR4tauO4aMTR9x9R0rcmjASpvDXjE9Qhm5M4QPQ9pIRZJDShlSv26j5BJnxyPiVQNUKvVfh1dAmlAamoqCgoKwrreNk2bLKNbKitWrPCyWaQmpAwoow6An7uHzJyCZe60t7fDZDJxf5YtWxaV8YkFSFeoK3Df1ftwgb3ABbBKhYt3EqhCHyxAnIitw+HAlvYteE33Go6pj6FaXQ0dq0MKUvwCtsUgcRrV6mqUuEtQo63hamiFSoWrwi8+zJdY1G7aeGGjYEusUJmVMgvpbDrGKMeEFWB7c9/NyFRk+nWjYFmWe1Fvad/CGaQk3i6UmbFCoQhYRNjoMAq2gpKDwWBAfn4+DAYDtFotsrKyggoqX9C3d2/HK3jFy4giqFQq5Ofnx6QgKIG8cPkB62JGXaW2Eov7F6NL3cVlv0olULyTFA3g/1ZewSvY3bMbADBBMQEKVoGbNcFbGAL+GrA0aykA4DXdayHHTSWKBoi1xQuV6tRqzNXNhY7VwQ47jqmPhXSccpdw3TWGYThDc3v3dk4DpmmnwcAYQgqvCaYBpI91uBpQUlICrVYLrVYrqRezVA0gBmMs25C1alsj0gLOl2XLlnnZLO3t7ZL2G1BGXX5+Pjo7O70+u3TpEtRqtV+tMl8yMjK8/gjVaYsFJPt1fv58ybMD4raRUoU+EOvOroNFYUGLpgUV6go8an8UP0//uWCDZiHIag7pMLDXsRe9TK9gxW2plLhL8Lj+cZQy4jFGQoJOVgMiVXl9wfAFgi2xQoWsjl1gLoi+KBiGCVoTbHz/eCwxLAlYvJX8u+5z7ePup1hP0HDY69jr1QqKlBCQI6B8Q06qUcdnc9dmmBVm0SxJjUYj+5ihQK69wlUhO8B/sn0y0hl5GsDFOwVIbpLCurPrYFaYsfXyVgDAfNV8NNobsTBdWqFWXw0Ark+IQh1bOBpAMsojgVhbvHCo1FZCCy360Y8Wjb9+S8laLnGV4CH7QwHrrm3u2szVMiXVEkpckdcA4nLna4Dv6ngwdDodioqKoFarOaNOzsp9MA0g7tZoa4BKpUJaWhrKHGVRaQGn0+n87BYpDCijburUqfjoo4+8Pvvwww8xZcqUuAcpirldfSlTluER1yN4sORBaLVaHOg/EDTjiLhtpFShD8TCUQuhY3VwwhmR1GyhEgzhQNoi7esLPlP2dfFImckH6qYxu2A2HnE9ggp1hVfpgXAhHQ6EXhSRqgm2cNTCiL+MhKjR1ni1ggqlhEC4zM+bjww2gzOiNBoNMjIyuDHwjTqpqwChQIy6m5mbucx1qRpQ7CzGQ46HvDQgWI9JufFOYiwctRAZbAbGpo4NWtJEKmRCFIm4KbkawDfqpIR+kCxhodg437Z4TqczMi3CvlmJLHf667dYRxC5zM+bHzRuNhIQlztfA/Lz82NaDsVXAwBvFyu/pFg0NYCskBMNiFTnpHCJa/ar1Wr1ynQ6e/YsDh06hJycHIwYMQLLli3D119/jddffx0A8OMf/xgvvfQSlixZgkcffRT79+/Hn//8Z7z99tvxugQOtVqNwsJCr4xEKTT1N3lcMYom3NRxE9dRgk+lthJFV4vCXlJuKGrAq22vwqK0iGbMEXzjQ4So1FaiOq0aTqcT3egOeVwkPuyd9nfQw/Rgl3UXnsSTgtvu69uHndadqNXXeq0wEqPOZrNxWa6+kG4aBoMh4HhIF47CwkLZ1yL3RUCu3eFwhDyzbChqgOKwAukp6ehFL4DrmYmL2xcjH55sP9KxoEhZhHPqc7B0W5CO69mBZJ+eMz2CK4OV2krUZdehtKgUB7vE4582ndmEP136E27X345ylbyJCL+1FjGS+Kt6NTfUYJR5FKrGVMFutyMtLQ2ZmZmCL3KyInDp0iVZYwiVcDTAorDgA/sHUKlUgvesQl2BkaaRYb+cGooaoGnTYE3fGi5xSywb3+VyBdUAwDMhUh8L71USqgbwjRhi1NlsNlFDSY4RFapR55uBX+IuQUpKCvYye6F0KzED3nFtkdCAGbkzkH4mHTnaHO6zo+qjeKv3LS8N2N69HX9R/wUjHCNwXn0e9g671zsnmAaUuEswK2sWphRNCagBALClfQteVb/KVQCQilwNIMkaQqtzsdaARCCuK3UHDx5EWVkZyso8vv8lS5agrKwMTz31FACgo6MD58+f57YfNWoUtm7dit27d2Py5Mn4r//6L/zv//5vXMuZhEt96vVg2kgV3jQ6jHgn5x3BWbhQ1uyB/gN49tKzXjEKUoy6SEHiw+bnzffU+jLUi267y7oLvUwvmvqbBLPU+vv70d3djU+vfYqV1pWCGXUkNkxqRqkcyIuAvDRIg3mxOB0S7yTkRm5lWvFOzjuSYxYZhoHD4QDDMH5uEuC6u5zUXFp/cT0XhwNcd62QpAwyExVaiSOzYaEV8rUn13I9S+XCP65arUZRURHXKDwrKwupqanIysqCwWDAyJEjY9JAPNpwGgA2pHsmBNEAsRX5u4be5deLekv7Fjx76Vnu9zAQNADwX6Xv6+vDyZMncVhxWDSrlsSGRUMDXC6XnzEYyH1Orl0slERO9iu/qHGLusVPA4ibto1pg0VhwRtfvYHnep/jPEWhaICY65QfFiKHZNSASBJXo66urg4sy/r9WbNmDQBgzZo12L17t9c+tbW1aGlpgd1ux9mzZ/HjH/849gMPglarlfxju81wG+bq5ka08OZex17R8ikka5YfE9PU34Qepicso/KI8gh+ffXX2PzVZu5FQGpFic10iduJGJ8zcmdg+bDlqE4VdyPWG+qRpcxCrb5WsLgw6Wn5seNjmFjhjDoSG+abUcqyLGw2m5drhp/ZS/5OGokDnlWD53qfEzW8fN2v2zq2YaV1JU7qTwLwBMBvyNogGPS7n9kPm8omOWaRX9TY100CXHeXl6hLkM56VuhIHA5w3bVCkjICBeCTmXFqaioyMzO9tiHFuKUm4PCPKcV9GQvUarWXWzcUpOrAbYbbMD91Pve7jgREA8ReqKSkSZnyejD9urPr0MP0hBwjy7IsNpzcgF9e+iX29+2H2WxGX19fVDUA8BhRfKPO6XTCYrEEzKr1NV741xCKBjx76dmAhX357vNtHds8htQ3iW+tTKuoBigUChzSHpIciM8wDFfUuNxV7qcBxE1brCzmNKCX6eWMzVA0wGAw+BXmBkILCxlsGhAPBtZow6CyshLFxcVYtWpV1M9FxFxqMkalthKPuB4JqaOEkDFRo63xm4UHolZfi2xltqhRuenMJq8ZvBDN6maYYcZfO/7qZdQFqg1H3E5845MIJJlB2+12XLx4kTtGdWo1lmYtDZrcUa2uRqZCOKOOxIYtGr8Im85swlMXnsK2jm2cIAoJOjk/wzBecTxk1WC73ZN95ivMpEwAMaI3XtgIE2vCkVRPCQlSv5BvUG9ybMIq3SqkKdKQzqajLqUu4LUSyMpeK9PKZSby4zxIx4L70+7HE6lP4LtF30U6m44RqhFYaV0JAFiatdTP7UJqkwn9+5OYNr4I3zP6HiwftlxyAg6B1I0bO3Zs3GffpIByOC8XnU4neXJXpa+S9LvmQzpKBNIAOS/UhaMWIluZLRiXJUUDGIbBB5c/QC/Tiz32PTCZTOjr64ubBgh1XiH4Gi+bzmzCc73P4YjyiF+nB1JBIJAG9DA9WH9xPdZnrBc07irUFZ7kBXfJ9ZZy3yS+kckbXwP++PUfsSZnDTa7N+N23e2SA/GbXc14Xf862jRtKHH5a8CM3Bl4xPUIFugX4InUJ7B41GJkKbOQz+Tjxf4XAQhrAHBdB3xL8fiWGyE0FDVwccpSGWwaEAlWrVqF4uJiVFZK6zSTNEad0WhEW1sbGhsbg28cJ8gMTkoRzmZ1M6xKK3bYd/itFFVqK3Hf1fu8ZuGBqNJXYfmw5aJGJXGnBZrBlzvLkc6kozalVnI/Q5Jtxjc+iUCSGTQpUCo3kLhCXYEabQ0OKg/6uS0qtZVYPmw57hl9j+fa3KGvUpJVAwUUknpXLhi+AClIgVPhSVYh9Qv5BnUb0wZWwaKT7fRrKRcI8nLYz+wPWOKCzLDnDp+LR1yP4Lz7vF9tOz6kNpmcFRwy45Y7yyUTIqmuFRIIzf+vEBqNRnZ9PKFzZWVlcS5njUYj6poKFVI4VooGkI4SgTRAzgu1oagBy4ctF6xnKEUDAOA29W3IQAZuU98m6ZzR1ABSZF1IA8ikhxgv/P7dcqk31CNbmQ0AsKqs2Ny1OeD2C4Yv4AyptSlrMVwx3E8DjGYjWAWLNqaNm/RLCcQnbt5DukNIS0sLqgF3j7obS7OWolPZGbB1pEqlwj73PlnluIhRFCsNIMWQxRIjIqEBJBGLaIBSqURaWlpUV/MaGxvR1tYGo1FaGE7SGHUDATKD263cHbSBOImNY8GGXVYkGMSdRmbwza5mv5Wbia6JePDag7DZbFifuV7QlUDqCxGBJdlmfOOTCKRvXbZg+NbfAq4bI0JuC+JC+c7Y7yBbJb5KSRC6ZofDgRJXCZ7MeBLTddMludBnF8wGCxYOpQO7XLtQoa7A/b33cwb1YeVhqKACWKBYWSzjDnjK5aS50zx9NGU0t6/R1gTs/FCXUocsZZbkFUPgetJAqLNcsspFVrvFXJkkEJr8V+wFkJqa6lUfL5SMON+YntTUVKSnp0e0JlZTv6dw7G7lbsFniA/pKBFPDfBdtSlXlWNx/2KwLIvV6tV+OmZ0GLFavToqGkD0hX9OEtMaSAPsdjsWjV+ELGWWYIYqIZAG/HzIz/FA4QMwuA0BuzYAHg2o1dfitOo0rEorLrAXvDQAAEboRwAskK+Q19KMuHnLneUwGAySf+MkQ1dMA1QqFe6/4X6un6wUQikyzEeuBgQrkeKrAaHE4/GNOlKPMjMzM6Z18YJBjboow3+BKBQKDBkyRNSqXzB8AZc0sblrMw4rD2OldaWgy4PExs3QzYhYWRGHwwG73e4X/0LcaWQGT4RS6CUi5EogkPpCgWJDqlOruVU0MXxjXAD/+lvA9UKpQm4LIuhzCubgmeHPBHV9C10zP2ZQjgtdAXEBOKg8CBdcSEc67tGK3wMhypRlsldnAM+qjm/nB/7vNhTXoBT4whpMZOW4MoXOkZaWxpU64b8ECGq1GllZWQFn8b7HklpGidxLpVIJhUIRcGZfq6/1SpwiMWdCCQ+ko0QkNYAE2vuuiolpgNiqDfned9Uq0ESLEKoGEH3hn5PEtAppAN+Nes/oe7A0aykmuiaKnjOYBszInYEHzA8E7NpAaOpvAqtgoWAVgmEyFpcFUAB9bF/QY/GpUFdgcf/igNchhFB9S9/JDyn7FC0dSEtLi6kG+B5LjgZotVpu4ppoMXeJNZpBCHmBEEHPyckR/RHMLpiN+anzuR59B5UHYWJNAWfgJE4KgF9Ml1Kp9GuZ4ovRYcRzvc9hX98+uFwuLtA+EEQohV4iZLVIaMWK1BeSU6TR4XDAYrF4uXR9Y1yA6/W37hp6F7fNTfab8H3n9yNSPyjQNRsdRskuMwCYrpuONHca6tXeGX5b2rfAAQf00IvOmEksZSTqiwWC/G4jEU+iVCq5sgS+5yAzcd9ZeaSQ+iIQK4RMyiuIvQikjoE/sUtLSxOd2Vfpq7wSp6R0OQikASqVKmiBaH6XAH72ZCDI8yC2akO+9121CjTREiOQBvCNOqIv/HNOVkzG92zfw535d0o+nxiBNADwrBSKxdT5UquvhYExoMZR47VKSTwOY1PHisZEBoqnjiSx0ABynpEjRyIjIyMhNYCfvBHqCl8soUZdgsHv0TeFmYJMhXBDbl/IDPjdC+8iLy8PCoWCM+oCCTopc7HL6mk8f0J3AiutKyUJkxBlyjI/VwJhRu4MPIpH/YwshUIBnU4nuPJBBD2YodlQ1IBH8SjqsusAeGeB8TmmPoaV1pV+bqNtHdvwmu41tGnaBI9foa5AhasCex17/Qqj7nXsFc20FUIs3mnd2XWwK+zQQSfaEWK/er+nriEjvfSFWFkCfr/baKJQKFBYWBi3Li7hwC9kSuALe6Bm4aHCX/WV0+VATAOCGXW+5W+OqY/hNd1rXqEMcqlQVwj2GhWLD4uEBhB94Z+T306PIORGBcAVgg9FAwDPSqGUmDrAo/NCK2rE43Cq7xTu771fcNWdaMAO+46g5yEE+p0GWg2OFANdA3xbfwppQKIYetSoixFGhxEbsjZ4CSXfLSNEKVOKJYYlqNRWcgGZKpWKM0D4vQRHqEZAwSowMXsi8vPzg/r4ibCNUI1AljKLqwt1OOUwTKwpoDAFcr9KhT/7VqlUooIeaVo0LTCxJj+3EWl1dEh3SHTfZnUzTKyJM4AJJCaNZNnt69uHldaV+Lvm73ix/8WA3UL4JU34JQDIy1jst+GCS7QMgi9iZQnINUczFkvIKEpE5MzA+TP/QPX6fBF6eQaL7+N3OVAqlUhPT4dGo+EMkHA04ITuBF52vYx8Jt+r9EWLxtPPlh/K4Esw96sU4qUBYvpFCsGHogGAZ6WQxNSRUkfvXHsnqMHEL2nC9zgE69jCguViFINNwgP9TiPd89YXpVKZFBqQKNdHjboYQepG8YVSzvK2QqHgAl/Jy5ifqXXefR6sgsWxXmlNo4mwnXefx9KspVxdqNJrpchUZAoG+5KU9uHK4SG1pOEnSgSbfTscDpw7dy7ihU/LneXIVGT6uY0WDF/AtVAj9aMA7xdxhasCmYpMzgDe0r4Fq9WrAQBLDEu43pW7rLtgYk04pTwVMKMM8C5pwi8BoFAo8Dk+x6uaV71WFae6psLAGKCGWjR2USqkvVONtoYzGHx/i+HWjdJqtSgpKeG6eCSq+yIW4xJ6ecrVAGLUEQMkHA04nHIYZpjRqez0Kn1R7vQ0kCehDHx8NUBuXT1+okS8NEDMjVqrr4WO+UYDeBMxcs2BNOBA/wGvmDpS6ogU+g5kMPHjkPkeB6IBv7P8ziu0g2jADN0MbnVWyuqgGGQ1eJp2mqgGFBUVhWxw+2oA+SzRdCARxxQKSWPUxbJOnRCkbpSQUAaC3zBZqVSiqKgI/zDiH5DOpntlavFjVbZ1bMOGrA1ocbeINlsWE7ab7DdhiWGJYLAvEZALzAU8ZH9IsPRBIKQkShAiKehOpxMXL17EEeURtGhaUKOt8Qv2nV0wG1poYVfaufpRwPUX8S7XLjSrm1GjreEMYFIx3XfGX2+oR6YiE2OZsQEzygAIljQhkOrvZDXkbx1/Q4umBRWuCoxWjIaCVeCm9Ju4F0ugODtinGk0Gs5Im10wGz9kfoiGogZotVpBQSfBwKQWlVgRUrHMU35FeMA/oy2ZCLVhvO+KjVarxfz8+VyWI0FIA4wOI1fKwfelXHqtFBnI8Pt9TnRNxEP2h7hQBj6+GiA3aF5KogQhGhoQKFawSl8FDTSwK+1eEzEy5kAa4LtiSUodkULfgf7NA8Uhb+7ajF6mlwvt4GtApbaSW53NUGdgtXp1UBeqRqNBdnY2vvWtb3HPcnVaNX6i/QluTblVVAOKioq4lnxCGiAWjwZc1wf+M5/MOiAXWqdOhHjXqavUVuL+3vsFhTIQKpWKc6WQh+PuUXfjIftDXvEY/FiVjRc2wqay4RPXJ8jPz+deBlvat3BuW1IUV6phtq9vHxysAzpWJ/ul1Oxqxmr1aoxLGycpUcLtduPixYuibXPkQgSd1PYTczeSMjHlrusvSvIiBq53XyCtyYi71Ncwrk6txhLDEtzpvNMvo4xAXtTkdyEUg0iqv5PVkLdPvQ0zzGjRtOACewGsgsUJywnuxSLUQYRAjDq9Xu8VH6JUKiU15CbGnVBmmK/hRhHGt2G8VHzj4rRaLR4seRAPOx4OqgF7HXu9jDp+6Z+b7DfhMfVjovGbvoSjAYBn1ZvsLyVRgvRyjaRRxzBMwPARUiaGb+gSYxkQ1wDfFUtSIPm+lPtE/82J96VcVR5QA7KUWVxoB18DgOurs+f6zklyoWo0GgwZMgQjRozgnuVAXSP4BCpREsioo4QHrVM3wJESo0NWVdo0bYJB/zel3wQFq8AI1Qivz8nLX0qBTZLJRWK2dll34RquQQstZhfMlpXGTUT0C9sXgokSvhCjLlgjbdIIW6rol7s8gi3mNi5xl2CyfTJa1C040H8AW9q3oKm/CRWuCtSr6z0zblU115qMuEvlrlgC1426QEJKqr+T1RBSS6vCVeE1uycvFqkdRCiJDYlBClZaIVQN8C39I8bunt0R0wDAs+pN9peSkS7FqHO73ejs7JRVmDhQFutE10RMtk9Gs7oZ2zq2YV/fPux17A2qAaGU+eCH1IgxI3cGlmYt5UI7+BoAXDc4b82+NaRVYMrggxp1MUCr1XLZaMGQkk1HBF0s6P+E5QRYBYvz7vNen5OXv1iBTY1GA51OB6VSyWVykZgt4lKcwkwJmk3ni1h5A7ls69jm1apIKLNNjAP9B9CibkG5szygEXZId8iTXdrfhHVn13F9EX3bfUUD4kYVc6GQWlol7hKvLGPyYpHaQUQqUmJMBkocSjTGSVpnCWVCCp1fak0rKdl04WgAv/SPECS+cuuVrRHTAMCz6i3Wuk8qvhrAMAy6urokGXUkPhZAQC/FId0hrjsMiY+NpQb4FlHnw9cA4Prq7E9G/UR2Sy4pSH1uBoIOxFsDYgU16mKATqeTlI0mFxK0KxT0n+ZO85uJNhQ1oMJVgRZNi6DhsOPyDryZ9iYOOg9ymVwkzoO4FMmMUQqkmPFkxWR83/l9TMIk2a1++Gy8sBE9TA922HfgNd1r2OzeLDkDVCiwXIjJ9skwMAbU6muxcNRCr1mxGAzDBKztFSyTlUBWUqOVhSYXKfWd5PY5jhdSY3jkCD9pnSWUCSl0/sLCwoTQgEfxKABgQ9YGvzjMA/0HuN6h387/dtgaQGpfut1uTNFMwaPso7jZfXMolwrAXwOMDqPkDFCpWZ6T7ZO5OoHEkJWiAd3d3QE1QEo7KTkrqbFA6nMzEGLk4q0BsYIadTEi3L5zh5WH8Vzvc1yTa8DjLlxiWCIY9H9/7/2o1FZiW8c2r9ZcJK5MSNhIVm1TfxOXySWlQ4JYPTwi6C3uFryqeRXbOraFZNQdVR3Fa7rXcFP6TchWZoMFC4vCguPscckZoKTYZ6A2QABQ7CzG4v7FqNJXoaGowWtWLIZYFX5CsNIEBH5Jk0Qm1DZb0UJOZ4pgEOE3GAxBr5G0ziKZkFKQauALESkNAICtl7dyfYL5EMMnVA3wvS6n0wm73Q6jw4jfmn+Lz+yfRVQD9jr2Ss4AlZqoUuwsxkP2hzC7YDZnyErRgEBGHYlbC2bUS1lJTQSoBngIRQOiDTXqIkigH5NYBpoYpDAsiZU5qDyIXqaXa3LNJ1AT8I0XNnplnJJkACFhIyUu5JYpUKlUgoKu0WhwKu0UPmQ+DGsFqlndDIvCghOWE1g+bDlm6GYgnU3HBMUEwawxUn+LX8NLrNhnIsEvaZLIaLVajBkzBmPHjk0Id0s0OlNIKTVCWmeRTEgg+CxfrlF3oP8AtwoVKQ0AgLuG3oU0d5pfHCYxfORqgFh8GNGAba5tMLEmSfG8QohpQI22hosr44d3CHVeCTVRJZb4FlFPVJJJAwItxAhpQLwJbdmIIggR9ECQhsDBHoR3L7zLzZh/pPkRarQ12OfeJ9jkmjQBF+posGD4Arx16i0u26zEXYIJjgkYkjoEvej12nZ2wWzoTuiQp8/D9u7t2JCxAZoODRYPWyw6zgP9B9DU34RpmmkYCe9r12g0OKQ7BBaeHofVmmoghES2ClcFmtXNHuPN5okjGWnyzKS6Lnf5rSQcTjkMG2w4oDmAVkUrXB0ujMAIkaPHhu3d2/EO3oGtw4YLjgvYlbULim4FbsANcR1XqBDhHKhI7TcZ6nEDIVUDtFotPnZ+zK1CRUoDAKAuuw7qY2rk5eXBCiv3eZW+CkVXi1A4pFCyBmzr2IY31W+i1lHrF6emVquvawAUQVfKxRDTgNyMXADAGOsYVOVWofm8J6ykWd0Mq8LTeUWVpYKiW4GxGBvSuSOF0WFEk7oJ9g47Ovo7sFO3E7WOWkxWTI7ruEJloGsA4HnGRo8eDZZlE8I4jQRJs1IXzTp1cpZ7hQSdZLzyZwQLRy9EtjIbdxjugEajwR1D7sC/D/t3wSbXgQKQZxfMlpRx6otvooQYTf1N6GV6RcuETGGmIBOZqHXV+s2QyWy6xd0SMDmkxF3CuUOCsbtnN5wKJ/TQAwpwAc++uN1urixBLFh/cT3MCjPe+OoNrhB1OAVDKeER6X6T4WoA4F/oWavV4ntjv4cMNgP3Fd2XsBoQrDMJaXc4VzfXb6U8GhoAAPlMPhSsAm64RZ+1WGvAdvt2WBQWvPHVG5ybO5rdXCjB0el0uPHGGzFu3LiEjQekdepEiGadunCXe4Wy3RqKGiQv61bpq2QHMAfDN1FCjFp9LVIUKbCzdsF2WKVMqWCtti3tW9Ck9iQvfOL6RHKrpWBsvbwVDqUDWmhR5ajiAp5JADhxyTIMA7PZ7FcLr03Thtf1r/uViAgG6ZcpJWmDFKIONRtYqVRiyJAhXvE5/M98G1AnUuzLYCUSCSNC3TuIOy6YMRNPDSDdWOysXbCPML/dIZ9oaQAAdCo7wSpYqKDinjXfNm1EA3yNujZNm+RnmQ9p+SeWsKHA9eeVuLnlduUh8IvS8z8jWcnke6oBAx9ap47ihVCQdDDcbjcmYRLuNwkXxORTpa+CTqFDP/rRrG726mMYiHVn14FVeNyyYsIWSg0qfqwQqYw/u2C25OxXfkkTwlHV0aA9XEm/TLFVjQcKH0AGm4EHb3iQKzgs1LVDCgqFAocVh7Eh8/p9ViqVOKw4jL9k/wXNrmauUDAR9GAJOuG2AxNiIJQ5CEagbhkDhWhrAOnG0o9+7HXs5Z4Xofg+PlI0gGSVyk2uILHDtcpa7lmTmv3KL2lCkKIBpOWf2Ar8dN10pLPpePCGB7n4vlBqXAIeDTjEHvJqIUaMumPqY3hd/zoOsYfirgGD4fkBBpaWUaMuRpCK25GaiZJsKrGAa4VCgby8PLx74V2/IOlgwdrB0vN9Ia6fCleFVx/DQHDdGBw1osLmdrvR1dUleRyAJ1bo/t77/Wq2Sc1+5Zc0ITSrm4P2cCX9MsVWNWbkzpC04iKVrZe3+rnGSEajr0tHiiAF6hgRKgOl3IkYWq0WY8eOxZgxYyJyDYmkAWq1GjqdTjQbU64GEBdrjbaGe16E4vv4SNEAueMglLhLsOjaIi8dkJr9yi9pQpCiAaTln9gKPKkpFykN2Hhho1cLMf5YfY1SKRpAjLpIasBA7zZD7pvBYBgwWkYTJWJEtARdDIVCgfz8fCzULMSatjVeQdKkxMaZM2dCPj9Z3jeZTKjSV6FcVY7u7m7odDp87Pw4qMumoagBTCsTtGsE4HFttmo9CQ8k2Pmo6ihaXC2YqJuIb+PbQY9Rpa/Cty5/K+jLodhZjFK2FMOHDuc+q3BVoFXTijLX9ReE0+n0etlMdE1EKVuKGQUzcOrUqaDjCZe7ht6FTV9v8rrPdw29C+9+/S7m5s/1Em8SHmCxWKI+rsFEpAPBE0kDSKHxcFZllEolZwSUMqWoM9QBAKxWK1o1rShnAk+gIqEBrdZW1GhrMAZjgh6DJIFkpWT5JYnxKXYWY7JistezLEUDKtQVyO/Kx4zcGbh48WLQ8YTLguELsO7sOpQ5vSewU9xT0Kxuxv033A/YPZ9RDQiNgZgMQo26QU5DUQM0bRrcWXSn33d8w0wK/PZFpGeo1Wr1EuUyZRkKewsjNhsFPK5Nq8KzKvX/sv8fgG9mo7DgcEpgFw+fo+qjaFG3oM5RF9DtcVR9FG/1voXF7YuRj3yUuEswLX0aevt7uW34vSSFIFX5A5Wu2N69HW9Z3gKTzUDXocO9Y+4VPE5hYSG0Wq1X7E9ddh20x7Ve95l8Nq923oBwEwwGyOpGIt/vYBogpe8nf3u+BhQWFvptQ56XSBoQohrAepINpBh1wDeGYH8rylRlmIZpAbfd1rEN6y+tx22a20LSAJVKhZycHFy5ckX0HEaHEdvt2wNqAEmk8/2NzS6YjRE9I9DV1eX1eSlbipk5MzFl5BScPHky4DVSwifRNIC6X5MUjUaDnJwcWQG0UtoXyYUf0CuGkGuzwlWBDGSg9JonMJy01/nj138UrJQPAC3qFliVVsGMM41GwxUHbVG3oJfp9XJXyUWr1WL8+PEBV2U2d21GP/rhUDpE3dXkxRlo2T/SK0CJTKLFtgx095JGo8H48eMl389E0wDi8gU8k6RX8ApeOvsSXtO95lWnkhDIjUrqbRKXNOleEWqGKokny8zMFJ3c7XXsDaoBUu45yaimGhB7Ek0DqFEXY0L5QUYqe4n0i1QqlUFFgGRyyc0AkwsJ+H2m8xkukNvtdsNisXArgPyEB0KJuwRTlVNxOOUwtnVs49rrGM1GwUr5AFDuKoeBMQgGZROjTqlUotxVjixllpe7SiqkN+UB+wFu9ibWnH1+3nzooYeW0QZ1VweCGHW+DdgjTSKI6UBoRxSMUO4jeXFEQgP4z32gOKp4agBwvRsFwzCiGrDEsAQAsFq9misb9GnPp7AoLIJJURWuCmRCuO2XbxH1BcMXIFuZLTtDdXv3dq4fKH/yLGTY1WhrIqIBRM93XN7hVbQ+0iRC4sNg0IBokjRGXTTr1MkhlOBxqdlLUo4jpVUNcD2TK1DCg0aj4V40RofRrx9rsAb1hI0XNqLH3cOtjDEMA4vFEjTjjZ+UQdrrjNCPgIJVYLhiuN/2JS5P8LSY6/VA/wGsTfFU61+atRQNRQ1+ZRCaXc1YrV4t+qIjs3vSCzDQLHtG7gwsS1+G7/V8LyLuaql1xUJloCc+JArx1gCpKzpSNIAcMzMzEwedB7HSuhJHVUe55+Slsy9htXq1YKkTPr4aAHgbdYEgbcIAIIPNwMjUkVCwCuS78/22LXGXCJZYIhgdRqxNWYujqqOYXTAby4ctBwBZGrC5a7OXBpAkJCGDvFJbiSf1T0ZMA/itHqNBoq1KJQO0Tp0I0axTFw6kovWoUaNiMvshRkYwUSeZXIFmj3yjjggrvx+r1Ab1C4YvQLYqG9+78XuiM1ohpiqncmMk9bwsLgtYBYsL7AVJx+DDlT1Rt3h9xr+Gfa59AUuXkNl9PHoBBqsr5ttFwfc3EKmVuERY0RtIxFoDAM+zm5mZGXDlT4oGAOBWo/c69sLEelyb5Dkhq2bBXJi+GiBnRZK0CXug8AE8ikdhdpnBKlh0qjolH4Ow17EXVqXVyz1LtE2qBszPmx83DQjW6jFYJ5VIPrtUByKD3Dp1NFEizpCK1gBikplEgm6DGXUkk0vq7LFGW4OP+j+CW+GGklFiwfAF0Gq1eLXtVU97sADMLpiNia6JqLjR4xI5ffo0953RYcTulN2Y4p6CGZgBlUqFvLw8XLlyRTApg2SATtVM9TuPEE6nE729vXA6najV12KHdQfKXdez9mr1tdhp28ldQ7W6+np2b4/wtYy1xacd0YzcGVAcVnjqhgkIKj+TKyMjAx0dHV77S2lxJYWBmDEWT2KtAYDHqMvIyAi4jVwNqNXX4sO+D+GAA2OVY8G4GdycczOOXD2CGl1gF6avBly6dIn7rpVpxScpnwhqAOBZ7eK3CZufNx9/Of8XT1aoRHvC4XDAbDbjNvVt2GPfgwr3dfdsjbYGTf1NkjVgRu4MFDuLpZ04wvBbPUrRAN/fW6Q0wPdclNhBjbpBiFqthl6vl+yqiUR9oip9FfbY98AMM9LYNMwumI3U1FQoDiuQnpIesIRAILiZs8Izc1ar1cjPz8fx48cFtyc9LQsKCuA0eNw3geAbdVX6KhR2F3q5p33LIFSoKzDu2jjUF9Tj1Y5XsVO3E7NTZiNXkSt4fHJvQwlgVqvVknqECiFFUIkrLjU1lc6oBxlyNQDw/B4KCwv9jH2pVOmrsPvabphgwgX2Ah5xPYKqUVU4cOkAcrQ5IR0T8IRZyNGAGbkzkPplKliWxZAhQ7wMRDEcDgdMJhPK08txw7UbvFYKSZ/ZQBowTz8PY93ikzlyb7u7u2VevXd2pZyWZlIMNOLWP3/+fNxj5SiRIWncr4ONQNW/tVot9Hq95AeUxEl82PWhpPgXsfHUp9YjE5lcRmowSDkFvsFDxI8YVjXaGhgYg1dg87aObVitXi2Y4UpoZVrxR/wRR1RHBM97Un8Sq9WrRVv6SIG4ZnfZdnE1w3xfouTekmvUaDTIy8vjrk+pVEKn03ndA6VSiczMTKSlpcky6jQajawXOTHqghXWpG6UxCSSGkD2aXG3YI12TUgaAAB1KXXIUmZJTi4Q0wB+eMBU5VRRDQg0Tn7nFd/nXKlU4mSKRwPkdNrwhWjAR+aPuNp/QhM4omskSY38PxmL7358o1xOHJtarUZGRoZk97VOp0NRURH0en3Qc1AdGBjE3ah7+eWXMWrUKOj1elRUVGDv3sCxF6tWrcKECROQkpKC8ePH4/XXX4/RSKOPnCxXEnzLF4twITFwQh0JpIyrSl+Fx/WP4yb7TZLOp1Ao/ARdp9N5XU+lthKLri3yCmwmwcBCGa6Efa59MLEmtKhb/ERWpVLhI/NHsCgsoi19pEAq1M/Pm8+9nIIJHolDTElJgVqthkql8hN0jUaDiRMnIi0tTdZ4iFEXadGl2WaxYzBowNKspZLbX4lpAN+oK1OWiWpAsFi9rVc8nVd8n3OFQoFdtl2wKCxhlS4iGrBg+ALBZ1kIYtQRN7KQMZiSkoL8/HykpqbKGg9JWolGn1eqAwODuBp169evxxNPPIHly5ejtbUVNTU1mDNnDs6fPy+4/e9//3ssW7YMTz/9NI4dO4b//M//RGNjI95///0Yjzw66HQ6jBkzBmPHjpW1yhapfn1c2x6fWTaZzUk5B5l1RqrVDD8bjUCCgacqPXFzDofDrwhotboaWcosTE+fLiiyC4YvQAabgbsL70ZWVlbQ8QoVE67SV+ER1yOye7gGM74SoWwAJT4MBg0ArhcpjkTdtFamVVQDyDhZlhXsEfvt/G8jg83AfUX3+R13ft58ZLAZWDhqIZfsEcgwDqQBoWSukgLuYiutoYZeUJKbuMbUrVy5Ej/4wQ/wwx/+EADw/PPP4+9//zt+//vfY8WKFX7br127Fv/4j/+IBx54AAAwevRofPrpp/jNb36DefPmBTyX2Wz2+rtOp0vIGQe/nUuosRSh0lDUAMVhBXK0OXA6naLbkZpIQoJDZqtC3xGh12q1ePf0u3hV/Sru6L8DUzBF9Fy+MXXA9WDgFE0KutAFl8uFrq4uL/dnhboCNak1oqI4u2A20k6loWZ4DdrZ9qDiqVKpoNfrA94XqRDBFjIkxTpIUJIHfjxkrF/ukdAAQDzLnqzMydEA35g64LoGkFg9hmFw5coVv1W/GbkzkH0+GzUFNWjrafM6LvnuzqI7uRUum80mOo5YaQDgub/U1Znc2O12r5hwXxtGjLit1DkcDjQ3N2PWrFlen8+aNQv79gmXwLDb7dDr9V6fpaSk4LPPPgv6oJHK3uSPkNGYaMSiJlAocRJpaWmYPHkyDAaDrHPxa7YRN49YPaXDysNYaV2JEaoRfvE0YseO1MpAtBF7UWu1WuTk5AR0cUgtSUMZHMTCqIulBvDDFIJpwLaObdiQtQHDFcOTSgOysrJES44A1zUgUt4QSmKyYsUKL5ulqKhI0n5xM+ouX74Mt9uNvLw8r8/z8vLQ2SlcX+jOO+/En/70JzQ3N4NlWRw8eBCrV6+G0+nE5cuXA56vvb0dJpOJ+7Ns2bKIXYsUoh1kGmr7nlALoYYbW0HcPGL1lA4qD8LEmnDefd4vnkYuW9q34Lne53BUfVR0GylxSSQGxncbUh4iUtX+A/0barVaTJw4Eenp6dDr9WG9wGjgc2yhGuBNMA3YeGEjbCobLrAXwtaAbR3bPBqgEtcAsedb6jaRMCrlaIDBYIjIJI/qQGKybNkyL5ulvb1d0n5xN/V9uxuwLCva8eA//uM/0NnZiVtvvRUsyyIvLw8PP/wwnnvuuaAv1IyMjKB1maJJtGv28Js+S3HbxftBJm6ePH2e33db2rfAAQf00Mtu0SPEurPr0Mv0okXdgpvdNwuWGOFn3bIsK3gclUqF/Px8fPnll16fk0Ku/O2kNniW+yImq7dWqzVso47WkYotiaYB8W5EHkgDAOCm9Jtwuf8yhiv9u8PIZeOFjehletGsbsbtytsFDSFSKuXo0cCGn5AGkO/IcWOhAWTfcA1JqgOJSaghYnFbqRs6dChUKpXfqtylS5f8Vu8IKSkpWL16Nfr6+nDu3DmcP38eI0eORHp6OoYOHRqLYScEQgaZ3OB6sZk2aa4diUw6X5RKpaQxrju7DnaFHTqFLmAWXSvTig1Z/uUKfFk4aiGylFkod5VDoVCI1o3TaoO3UdvWsQ2v4JWA/TCJ6JJSIYGul/8iFhoPf38xQ5x8Tt0xyUMkNEAsvCPaGiDV2DlhORG0O4zRYeRakwViwfAFyFJmocJVEdAQ4veAFiORNYCutlHiZtRptVpUVFTgo48+8vr8o48+QnV14A4EGo0Gw4cPh0qlwrp169DQ0BAVAUpUyMyK/wDzBTqcOBzfjCyn04lz587B4XCEnZVJ9g82+xDLwPOF9H4NVpakoagBS7OWosQV2H0jZNSRJt+kFMm7F96FWWHGxgsbuRn2h10fcg28+YRbAsB3f/7f+f/GQr8HyuAmlhoAeOKZ29vbwbJsWBpAJlVSnokFwxcgzZ3GZbkLwW9NFojZBbM9GhDEhUuMOr4GKJXKhNQA4LqmSjEeKclBXC2hJUuW4E9/+hNWr16N48eP41/+5V9w/vx5/PjHPwbg8SkvXryY2/6LL77AG2+8gS+//BKfffYZFi5ciKNHj+JXv/pVvC4hrgSatYkF4crtq8g36uQmbmxp34LV6tVocbfgy9Qv8Vzvc9h0ZlPQ/RqKGvCI65Ggta5I79f5efMljUehUMBgMMgSPv4suqioCAtHL0QGm8HVpcrIyMA77e94NfCOBbTkAQUITQNCefk7HA60t7dDoVDI0gB+keBmVzPWaNfgbx1/k7Tv7ILZuL/3fpQpy0S3qdHWIFORGTSJgg/xGEh1WSaqBgCxSaajDCziatQ98MADeP755/HMM89g8uTJ2LNnD7Zu3YobbrgBANDR0eFVs87tduN3v/sdJk2ahJkzZ6K/vx/79u1L2ngAsRUaMeEmtaakuOl8q5yH8jIg2W2fuD7BARxAL9OLtSfXSt4/GGXKMtzfe7/kOnEKhULUzSGEkBHcUNSAR/GoV12qhaMWxq2BNyV+JILLKxQNkDpm35qToazU84sE77HvgYk14e1Tb0vePxiV2kosMSyRlURBrkOKUSfUtYNqAIWQCBrgS9yDcB577DE89thjgt+tWbPG6+8TJkxAa6t4ayiKh0gEvvpWRyc/XjksHLUQr7a9ihpdDVQqFfb078Gi8YtCHhOp3RSKq5208Qq2Ssnfjhh1wbKOGooaMKJnhOwxUQY2iRxgHkkNIC+sUFaFFgxfgDdPvTngNIAkPJDCzsGqK1ANSE4SUQPibtTFisrKSqhUKjQ2NqKxsTHew5FNqDMCXzdMoOOQbSNV54lfyFSj0aAmowbVowPHSwZCo9GgoKAAV65cQWZmJtxut6S2PEBoRl2sScRZHyVxiJQGBDpWpDWAXyQ4GhpAjLtgyQ2APA2IV707qgEUX1atWoVVq1bB7XZL2j5pjDqj0RjXkiZy8X24A80IpBhqUo8TSUEnkIy3np6eiBxPq/W09LHZbJKNOl+2tG/BGqyBrcOGiZgYkXGFSyLO+ijxhf9sR0oDAPHf2kDTAFK6JT09XfYxiAY4251YOGFhRMYVLlQDKL6QhSiz2exVOkuM5EkZHWDIyZqKdKNlUqz3sPJw2MciQcnhlNzgtxaKFOvOruMy2GINnY1TpCL12aYaIB+iAevOrovYMaVCNYASLahRR/GDK9aragkqwsEyagPVpQpWs4rUoGrTtEkWdLVaDb1ej/z8fK4EgdB+C0ddz2CLBbQECWUgwdeAYL/TaGrACd0JvOx6WZYGAB4X6siRI5GRkSHaY5VowMJRsVmloxpAiQXUqKP4QTK5pmdMDyo6JKNWbgyaVnu9z6nYOaTWoPI9bmpqKoYPHw69Xi9q1AllsMlhW8c2wbpUYhgMhpB6ZVIo8SBRNOBwymGYYZalAYBncldaWoqcnBzR0j9EAxqKGmQdm0A1gJKIUKOO4kdDUQOWD1uO6lRpAc38mbpSqZRUNkRKnbVQalCJIVSaIJztNl7Y6FWXKli5h0i7x4TcN7R2HSVShKMBUp8hKb/X0mulyEBGzDVASumWRNQAOeOnDE6oUTfIiUXsBn+mHmpTcSFCqUElBilNEMydLLSdkEguGL7Aqy4VKfcQKyEVekFQo44iRDw0QMqzJoWb7DfhMfVjMdcA32d5oGgAfxy0IHFykjTZr8nKQMym2tK+Ba+qX0WtozZoV4lYICSSswtmY6xtbBxHRaFIYyBqAOBxb27I2oBpzDTciBvjOhaqAZSBQtKs1FVWVqK4uBirVq2K91AoQSCdKPY69gIQDqZWqVSym44nYsYZdZVQKMJsvLARNpUN+5n9ohogxZ3Kh2oAZaCxatUqFBcXo7JS2gJH0hh1RqMRbW1tA7LwcLKxcNRCpLPpqNHWABBuAq5Wq5Gfnx+SURfMLREr4ddqtRg7dizGjBkTEVdJIr6wKJRQWTB8AdLcaZiqnCqqAaEadVKet1g8T1QDKMFobGxEW1sbjEajpO2p+5UiCJkFyxWHUGadvkLE70QRCLVazZUrIONNTU0VLWEgxLaObVh/YT1+mP1D3DP6Hq/xAOCKm0aDSLvFBqqbjZKY8DVA7nNAniGpky4hY2R2wWzYP7MjLy8P13At6Di7u7tRVFTEaYAcDdp0ZhP+dOFPWJS6iHP1kufJYrFIPo5cqAZQIk3SrNRR5CE36Jdkv5H/kp6RUsQ11Kww/vHJeA0GgyxB33hhI3rcPVh7cq2kWW6wivt0pkwZLMgNuOdnwJLnIC0tLaoaQMZZWFjIlTCSqwEAsPbkWvS4e7D+3HqqAZQBDTXqKBGBZL/xV8jikY0pV1AXDF+AbFU2Fo1fJJpRyj9eMEGPdNkCCmWgMFA1AAAWjV+EbFU2Fo9fTDWAMqCh7ldKxEiEGapcl8nsgtmY6JqIitHCdbCoO4NCkU4iaQAgPXzintH3YETPCEEdoBpAGUjQlTpKxIjGDFWpVAate7elfQueuvAUNp3ZFLHzSoFmrVEo3lANoFDiCzXqKByJMMv2RaVS+XWo8B3nurPruLg4sW18CeZCkUKsi41SKNEmETVAqEuNFA0Q2s73u3Bdw1QDKIlG0hh1tE5dcAZKk2nfcS4ctZCLi/PdRmzFIBJGHYUy2BhMGiC0HR/agYUyEJBbpy5pYuqMRiMyMjLiPQyKTKS4NxqKGnBj342icXEUCmXgQjWAksw0NjaisbERZrMZmZmZQbdPmpU6ysCECDrNJKNQkhOlUkk1gEKRCDXqKAHZdGZTVAKQYxm7k4hxQhTKQCIaOkA1gEKJPNSoowSEFOX0DUAOl2Axb0qlEnl5ebJaAIV6LgqFEpho6ECw51Kj0UCn08lqBRjquSiUwQI16igBIUU5fQOQo4lWq0VOTg6GDx8esN0XnX1TKLEhHjqQlpaG3NzcoN0dqAZQKNdJmkQJSmgEKsoZLeS2F4tmb0Zf6EuEkozESweCBYZTDaBQvKErdZSoMRjFT6hEwmC8TgolEgzGZ4NqACWRSRqjjtapiz38OJbBLHo0XodCEYZqAIUSHrROnQi0Tl18of0TKZTkhmoAhSIfWqeOQqFQKBQKJQmhRh0lKRnMriAKhRIcqgGUwUjcjbqXX34Zo0aNgl6vR0VFBfbu3Rtw+zfffBOTJk1CamoqCgoK8P3vfx9XrlyJ0WiTg2QQu4HS45JCiQfJpAE0Do4ymIirUbd+/Xo88cQTWL58OVpbW1FTU4M5c+bg/Pnzgtt//PHHWLx4MX7wgx/g2LFj+Mtf/gKj0Ygf/vCHMR754CZRxC4ZXiwUSiKSKBogpe8rhUK5TlyNupUrV+IHP/gBfvjDH2LChAl4/vnnUVRUhN///veC23/66acYOXIkfvrTn2LUqFGYNm0a/vEf/xEHDx6M8cgpsYAYdfF+sQhBDU4KJfqo1eqE7ftKNYCSiMTNqHM4HGhubsasWbO8Pp81axb27dsnuE91dTUuXLiArVu3gmVZdHV14Z133sHcuXODns9sNnv9sdvtEbkOSnKSKCsZFAolPlANoEQTu93uZ7dIIW5G3eXLl+F2u5GXl+f1eV5eHjo7OwX3qa6uxptvvokHHngAWq0W+fn5yMrKwosvvhj0fEVFRcjMzOT+rFixIiLXQaFQKBQKhRJJVqxY4WWzFBUVSdov7okSCoXC6+8sy/p9Rmhra8NPf/pTPPXUU2hubsa2bdtw9uxZ/PjHPw56nvb2dphMJu7PsmXLIjJ+SuShbg0KhUJ1gJLMLFu2zMtmaW9vl7Rf3IoPDx06FCqVym9V7tKlS36rd4QVK1bgtttuw7/+678CAEpLS5GWloaamhr88pe/REFBgej5MjIyaPHhAQItUkqhUKgOUJIZnU4Xkms/bit1Wq0WFRUV+Oijj7w+/+ijj1BdXS24T19fH5RK7yGrVCoAnhU+CkUudDWAQqFQHaAMFuLaJmzJkiVYtGgRpkyZgqlTp+KPf/wjzp8/z7lTly1bhq+//hqvv/46AGDevHl49NFH8fvf/x533nknOjo68MQTT+CWW25BYWFhPC+FMkChqwEUCoXqAGWwEFej7oEHHsCVK1fwzDPPoKOjAyUlJdi6dStuuOEGAEBHR4dXzbqHH34YFosFL730En72s58hKysLd9xxB37zm9/E6xIoFAqFQqFQEoK4GnUA8Nhjj+Gxxx4T/G7NmjV+nz3++ON4/PHHozwqCoVCoVAolIFF3LNfKRQKhUKhUCjhkzRGXWVlJYqLi7Fq1ap4D4USYWiQM4WS3FANoAxWVq1aheLiYlRWVkraXsEO8rRRs9mMzMxMmEwmWtIkBCwWC5qbm1FRUYH09PR4D4dCocQBqgMUSnyRasskzUodhUKhUCgUymCGGnUUCoVCoVAogwBq1FECQmNVKBQK1QEKZWAQ95ImlMSGFuWkUChUByiUgQFdqaNQKBQKhUIZBFCjjkKhUCgUCmUQkDRGHa1TR6FQKBQKZSAht05d0hh1RqMRbW1taGxsjOhx7XY7nn76adjt9oged6CQ7NcP0HtArz+5rx+g94BeP73+aF1/Y2Mj2traYDQaJW1Piw8n+PETnWS/foDeA3r9yX39AL0H9Prp9Uf7+mnx4RCJlXs2lPMk8j6xOEci7xMKcs+T7Ncfq32S/fpD3ScW50jkfUIhUX/Pg+n6Y7lPQpyDHeSYTCYWAGsymSRtP2HChKgeP9TzJOo+yX79LBu7e5Ds1x+rfZL9+kPZJ5R7kKjXEso+ifwbSPbrj8U+sbh+qecY9HXq3G43AODChQuSlkUdDgcuXLgg+fgWiwUA8PXXX8NsNkveT+55EnWfZL9+IHb3INmvP1b7JPv1h7JPKPcgUa8llH0S+TeQ7Ncfi31icf3kuMSmEWPQx9QZjUbccsst8R4GhUKhUCgUSlh89tlnATNhB71R19PTg5ycHLS3t0taqausrJScZQJ4rOeioiLJxw/1PIm6T7JfPxC7e5Ds1x+rfZL9+kPZJ5R7kKjXEso+ifwbSPbrj8U+sbh+co6rV68iOztbdLtB735VqVQAgIyMDEk3W6VShZS9IvX44ZwnkfdJ9usHon8Pkv36Y7VPsl9/qPsA8u5BIl/LYPoNJPv1x3KfWF1/IGj2qw+RrmMXyfMk8j6xOEci7xMKcs+T7Ncfq32S/fpD3ScW50jkfUIhUX/Pg+n6Y7lPIpxj0LtfaZ266JLs1w/Qe0CvP7mvH6D3gF4/vX5ap26QoNPp8Itf/AI6nS7eQ4kLyX79AL0H9PqT+/oBeg/o9dPrT5TrT5qVunHjxkGlUqGxsTFmS8sUCoVCoVAoobJq1SqsWrUKbrcbX3zxRdCVuqQx6pJ1WZhCoVAoFMrAhrpfKRQKhUKhUJIIatRRKBQKhUKhDAKoUUehUPyw2+04d+4c7HZ7vIdCoVDiANWAgQk16igUih8OhwPnzp2Dw+GI91AoFEocoBowMKFGHYWSBNBZN4WS3FANSA6oUUehJAF01k2hJDdUA5KDpDHqKisrUVxcjFWrVsV7KBSKJOjMmkJJbqgGUFatWoXi4mJUVlZK2l4d5fEkDEajkdapowwoyMx6yJAhCVGpnEKhxBaqARTSMIHUqQtG0qzUUSiJBJ2BUyjJDdUASjSgRh2FEgcSIb5F6ktFzsuHvqgoFGkkggYAkdcBqgHxhRp1FEqSIvWlIuflkygvKgqFIo1I6wDVgPgSV6Nuz549mDdvHgoLC6FQKPDee+8F3P7dd9/FzJkzkZubi4yMDEydOhV///vfYzNYCiVE6Mw1MtD7SBmo0N9uZKD3MThxNepsNhsmTZqEl156SdL2e/bswcyZM7F161Y0Nzejvr4e8+bNQ2tra5RHSqGEDp25+hOKONP7SBmo0N+uP1QDokNcs1/nzJmDOXPmSN7++eef9/r7r371K/z1r3/F+++/j7KysoD7ms1mr7/rdDqaTUShxAma1UehJDdUAwJjt9u9DF5fG0aMAR1TxzAMLBYLcnJygm5bVFSEzMxM7s+KFStiMEIKJTTsdjva29vhcrniPRQKhRIHqAYkNytWrPCyWYqKiiTtN6CNut/97new2Wy4//77g27b3t4Ok8nE/Vm2bFkMRkihhIbD4UB7ezvcbjf32UCJJ3G5XGhvb0/4cVIoiUyya8DDDz8Mg8EQwVGFz+7du6FQKLB79+6on2vZsmVeNkt7e7uk/QasUff222/j6aefxvr16zFs2LCg22dkZHj9ocu9lIHGQIkncbvdaG9vT/hxUigDDaoByYNOp/OzW6QwII269evX4wc/+AE2bNiAGTNmxHs4FAqFQqFQQqCvry/eQxhUDDij7u2338bDDz+Mt956C3Pnzo33cCiUhGOguGgoFEp0SFQNePrpp6FQKNDS0oJFixZh3rx5mDRpUsB9jh07hunTpyMtLQ2jRo3CCy+84GcIrlq1CrfffjuGDRuGtLQ03HzzzXjuuefgdDq9tqurq0NJSQmMRiNqamqQmpqK0aNH49e//jUYhvHa9sSJE5g9ezZSU1MxdOhQ/PjHP4bFYonMjYgicc1+tVqtOHXqFPf3s2fP4tChQ8jJycGIESOwbNkyfP3113j99dcBeAy6xYsX44UXXsCtt96Kzs5OAEBKSoqknmgUSjIwULLKSNzNmDFjEnqcFMpAI9E14N5778W9996L6upqpKamwm63C47T6XTirrvuwj/+4z/i5z//OXbt2oXnnnsO/f39+Nvf/sZtd/r0aXz3u9/FqFGjoNVq8fnnn+PZZ5/FiRMnsHr1aq9jdnZ24nvf+x5+9rOf4Re/+AU2bdqEZcuWobCwEIsXLwYAdHV1oba2FhqNBi+//DLy8vLw5ptv4ic/+Ul0b0wEiKtRd/DgQdTX13N/X7JkCQDgoYcewpo1a9DR0YHz589z3//f//0fXC4X1+CWQLanUCgDBxJ3U1RUlJAvHgqFEh0eeughPPnkk9i3bx8AjxEqpAEOhwM/+9nP8NOf/hQAcOutt+LSpUv485//jE8++QS33XYbAGDlypXcPgzDoKamBkOGDMH3v/99/O53v0N2djb3/ZUrV7B161bccsstAIAZM2Zg9+7deOuttzij7n/+53/Q3d2N1tZWbiVxzpw5mDVrlpdNkojE1f1aV1cHlmX9/hADbc2aNV5ZJrt37w64PYWSKCSq+yMQA3HMFEqiMhCfp1iNecGCBQAAlmXhdrvhcrm4P75873vf8/o7iaPftWsX91lrayvmz5+PIUOGQKVSQaPRYPHixXC73fjiiy+89s/Pz+cMOkJpaSm++uor7u+7du3CxIkT/VzD3/3ud0O42tgy4GLqQqWyshLFxcVYtWpVvIdCSQIGSpYan4E4ZgolURmIz1OsxlxQUAAA+OijjzB37lzk5ORAo9FAo9F4badWqzFkyBCvz0hd2itXrgAAzp8/j5qaGnz99dd44YUXsHfvXhiNRu5df+3aNa/9fY8HeDJN+dtduXIF+fn5ftsJfRZtVq1aheLiYlRWVkraPq7u11hiNBolpwRTKJT4Ybfb0dHRgYKCAuqWpVAGIQqFAoDHnfq///u/KC0tRVpaGve93W6H1WqFy+XClStXvAyxq1evArhunL333nuw2Wx49913ccMNN3DbHTp0KOTxDRkyhIvZ5yP0WbQh4WZms1lS7kDSrNRRKLHE4XCgt7c3IWfpxMWSiGMDBuYKB4UiBEkGSrTfcqK4hjMyMjBu3DiUl5djypQpmDJlCgCPBlitVgDAm2++6bXP9u3bAXjCt4DrBiJ/AsiyLF555ZWQx1VfX49jx47h888/9/r8rbfeCvmYsSJpVuoolFjCN+q0Wm28h+MFMZrGjx8f76EAuD4eujJHGWyQZCB+oH4iwM+OTRT4K/QErVaL3/3ud7BaraisrMSuXbuwZs0azJw5E9OmTQMAzJw5E1qtFt/5znewdOlS9Pf34/e//z16enpCHssTTzyB1atXY+7cufjlL3/JZb+eOHEi7OuMNnSljkIZ5CRaD0kyHtL+iK7MUSjRJdE1ABDWAY1Ggy1btuCjjz7Ct7/9bfzhD3/A3LlzuTJnAHDTTTdh48aN6Onpwb333ovHH38ckydPxv/+7/+GPL78/Hw0NTWhuLgY//RP/4QHH3wQer0eL730UsjHjBV0pY4SdwZzDJXT6Yy7mJIektFCaIYtZTxutxsqlSpq46IMHAazBrjdbly8eJFqADzFh59++mlYLBYcPXo0oAb8/Oc/R0VFBdLT07lMV4vFgubmZq/4OwBoaGhAQ0OD3zFYlvX6u1jPVqEKGhMmTMCHH34Y9JiJBl2po8SdwbxSQ4w6/ox0MMCPyYn2v1+ixwBSwmcwawAx6qgGhH+uwfj7iDTUqKNQkDiBw1IgAhrPscbyJTyYX/iUxIFqQGhjoBqQWFCjjkLBwBKNUMbqdrthMpkGxPVRKPFgsGsAcD1xYyBcIyU0ksaoo8WHKfHA6XTCbDbH3fXidrthNpths9niHuNHoSQb5PmLtzHldrtx7tw5nDt3jmrAAIEWHxaBFh+mxAOn0wmTyQS9Xh/voQC4HuMnBVJjKy8vL8qjCp3BHGBPGTwwDJMwK+Ukxk9KqSWiAWPGjInByEJjsGsALT5MoQwiiLsk1rEzDocDPT09Ce+OGkguMwolFKgGBIZqgDfUqKMkHZEMiI52cLXUGJhIj0N96HXMPvGvGN7pn9IfCgMpCJ0y+KEaEJxIawBAs1hjATXqKElHJGd2co8VLVELNo4bunfggY5fIuOLdyQdL631j0h392Bs5/ui55PTBo3OpimJRDJqwPDODzH9yBO4oXuHpONFWgOkjJESPtSoo1DChMSdSJkhx0vUxna+j3R3D7KOvur1udjYbWU/gkWVjVP58+B0Ov3EO5CgJ0pQOIUSS6SWGYmXBoz++j2kOi77GWlizzJfA0jxYn5yRTCjLl5u42SHGnWUpCYSs2aSUXb69OmIChiZWct1fwiJ7an8ebCostFb8n2vbYnwWq1WL9HuK16I9QX/jq9ypwsadYAn+PvixYt+n9PyKZSBRiTaaFmtVhw6dIhrRB8JIqkBZ751N/q0Q3Eqf57gtr6Z8XwN4HeB4SOmAQAtnxIvqFFHGZRIjS+ROmsOdjw5AuZyubi2QYFm96O+mVmP+vq9oMfkwxd08rI6k1OH9QX/DvO4+0T3kdv5IpCgUyjxRk6MmZTff7DjuVwuye5IqRpAVtdGXtgk283pqwFf5U7Hjpufx1e50wX3CaX7DdWAxCNpjDpapy65iLSLI5TjMQyD7u5uv16BDocDJ0+ehMPhEDwuEeEvhs2FRZnlN7OWO+729nYwDBPyMQIRrb6WclzaFIoQiaABbrcbFovF7/lzu924cOECenp6YLPZRDXgdOF82DRD0JpWF/J1hDJhkwPVgOhC69SJQOvUUWINMeqEBH1454eYcm4vnLqfAKoy7ju73Y6TJ0+ira0NqswaHHBPRGFuIUYFOA/fdeRwOHDx4kVJRlxq2zrc3vwSznzrbqC0NORrlFrzSg5k5bOoqCiix6VQYgkx6rKysvy+G3FpO8Z2vo9+wz8BKVVe3125cgWfffYZMjJq8EVGDa5evYpAleJC1QDAowP3tb+Aa1/8E6CcLP3ivoFqQHShdeoolAFAmXUXUh2Xkdb6R6/PHQ4HvvrqK5hMJsmizJ+JyxH0tNY/IsVxGaODuHczvngH97U/jdS2dUGPqfl8LaYfeQI3WfdJGjuFkqyMu/SBYPISAFy7dg1Xr16F0+mUdKxQNQDw6IBBZBx8hnd+iNubH4Pm87UBt9N8vha3Nz8mOcuWElmoUUehSCRUd8AE235MP/KElxi2GurRpx0KW9mPIj1MydjKfoRr2qGelToR3G430j//EwzuHj8DVAjtZy8h1XEZkyw7IzhSD6lt63Dr/h8GfalQKNEiVA0Y09OEBzp+6TUx+mLYXMHkpVhjK/sRrAHGQdyro75+DymOy9B+9lLA42k/ewkpAlm2kYBqQHCoUUehAKIZnvzsWDlFQPkzZbIqxxfD42lTsePm52G6cYFfQHOkY1/cbjesVqvfzL2veCH2VLyMC/mzRPdlGAbHh8yGRZUtyQB13PIT9GmH4vP0OwJuF0pWX1rrH6G3dwd9qVAooSBWiidUDeA/yxMu/w3pPhOjs0Pqsb7g33Fl1Le9NODcuXOSV+jkXpuQtvQVL8Q7RU+LJlER9+qp/Hm4ph0Kxy0/CXguxy0/wTWBLFtfqAZEB2rUUSgQN+pIcLTNZoPJZJJkcBH3B0mQIKtyQmLIPy8/qWGCbT8avvw5Jtj2h31txKjzTdiQCnn59BUvDLqtc9Ii7Lj5eZwwVAfcjmT1BXP98rGV/Qj9utygLxUKJRTESvGEqgH8BKXjQ+eITox8NYAYdaWOg2j48ucYdWVXRK5NaGInh69yp2NPxctwTloUcDvnpEXYU/GyaJYtgWpAdKBGHWVQIFRuIJLZU06n02+mK3VljazKBRNDPmXWXUhzXUWZNXxBDxWWZWG1WqOSNUdqZgVy/frSV7wQn079k6z7KAXawmxwEE8NCJb5eTq7VvLEiFBp/xhprqsYd+mDkMccLlQDBh7UqKMMCoTKDQi5SgKJMHEzSH2wo1kqoNVQD5s6B62Geu4zzedrcev+H0pKWIgEDMNws3uWZSXfG9KSTGic5J6RmlmBXL+xgrYuGhxEQgPk/M7JOaOlAUbdNNjUOfhi2Fzus3hqgJxOMYFcq6RGH9WA6CDbqNu+fbvod//3f/8X1mCiSaLXqRtMM4VEJpAI+xbSjESV+VA5njYVW278NY6nTeU+0372EvT2bkkJC5FGTpFR0pJMaJw2mw1Hjx4dFOIZaagGxIaBogGHtVOw5cZf4+yQ6xO7eGuA1E4xgVyrDocDJ06coBogEbl16mQbdXPnzsXPfvYzr3+Q7u5uzJs3D8uWLZN7uJhhNBrR1taGxsbGeA9FkME0U5CLnMbQ4bz4pLhL+f0Ko120Uy4kAPlk7l3o7+8X3Y6slDn2/SEuvyfSkuzrUff7/TsRF1a0iiEPZKgGRF8DyLkCxcZRDQifM9+6G32aIWgbMluwjWC48X3JRGNjI9ra2mA0GiVtL9uo27NnD95//31UVlbi2LFj+OCDD1BSUgKr1YrPP/9c9oApFDmCHs6LT4pAMwyTMP0KGYbhMu4ATwDy9pufx8f94wSz40jpgbEdm5Hu7kHuyTfich1f5U7HW8OW4bB2SsDz39C9A7c3PxYzV5IYcn5/lOgQKw0g+4tlggKJpwH8JKeBogEX8mdh24TfolVVJkkD4l2iZDBpgGyjrqqqCq2trSgtLUVFRQXuuece/OxnP8POnTuTvvIzJTwC9UAc6EgpheD7smEYBna7XfKMlgj6yRDaiwkFgUebsZ3vI0WgAHOsGUyCPtAZzBpA4vWCaUBvby/n7mUYBjabbdBrQLxLlAwmDQgpUeLkyZMwGo0YPnw41Go1Tpw4gb6+vkiPjTLAkesmcblcg9b9JGX2T9xC4bolzg6px1t5/+ZXUoBlWXR2dnLGI3+m73Q6UfD131B36PGYzZq/GDYXNk0OTDc/EpPzUWIP1YDrSIlLJcZFuHXqxDSAtC0jBhx/LPHUgL7yH8fkfMmAbKPu17/+NaZOnYqZM2fi6NGjMBqN3Mrd/v3yamrt2bMH8+bNQ2FhIRQKBd57772A23d0dOC73/0uxo8fD6VSiSeeeELu8CkxJJljhG7o3oHvdv0KY3qaInZMh8PBNQfnx/1IhWEYdHV1wel0wmQy+b04Jll2+hVJjiZncurwdt5y9I69V9L2cmfTNPEg/iSzBgzv/BB3Hn8yIrUmCXwNIH+Xc38ZhuGMOqGkh3hpgGX8P0jeR26ZmmTTAdlG3QsvvID33nsPL774IvR6PSZOnIjPPvsM9957L+rq6mQdy2azYdKkSXjpJWk/ILvdjtzcXCxfvhyTJk2SO3RKAuLbfSGa54lmwLNvuv/YzveRzvRiwuW/cd8TESX9GeWOhQg6y7Jhxf2MurILD3T8EhlfvOP1+efpd4gWSeZD/s1InI+cUgfh4HK5ZBl15IVntVqTStQHGrHUgGh0ayA4nU709/dzxx/99XtIc17hak0Sg4o8+6EUBOdrAPl7KEazUNsyIPE1gJxLjvY5HA6cOnUKp0+fTgoNkG3UHTlyBHPmzPH6TKPR4L//+7/x4YfS230AwJw5c/DLX/4S994rbaY+cuRIvPDCC1i8eDEyMzNlnctsNnv9SYZ/3IGA3ObT4Zwnmkadb7r/qfx5sCizcHzoHO57s9kMl8slO1ZOCLHq91IQayR+wlAtqUiy77+ZnFIHUiANweW0DwpEMq8WDQRiqQGxNOrOfOtu2DRDuFqTLMvCYrHA5XLB7XbLipUTI9RYMKG2ZcDg1QC5hmAiYLfb/ewWKcg26oYOHSr6XW1trdzDxYyioiJkZmZyf1asWBHvIVEoIUOMRNJaKFCJhhu6d+DBy7/BxGsHAFxvJH5lwuKQA6PJaqPT6fRaOYgEpCG4nPZBFEqicSF/Fr4YNhdl1l0RDcPgQ1av+/r6gmoAPxyEtC0zl/4gZIOaaAAJB7Hb7REzmKkGACtWrPCyWaQmoqrlnqi+vh4KhUL0+507d8o9ZExob29HRkYG93edThfH0VAGEm63G52dnbIMl7Gd7yP1G/drc250QwVI4kNOTg5UKpXoWMpsu7Ed38bZIfVoVkxC1Q1VMB04AL1eL/ucZLXR5XJh5OWdKLftBtNmBW75oexjZXzxDm499AqgXgJMewyOW34Cds/vcOZbd2OE7KNRKJEnFA0APKviad/owGc5JVEance4k6IBRI9OZ9fikLoc9WPqcbGtLSSjjmiA2+3GmJ4mzLq8BY5jVmDaYyFdg6dbxkpAvYRqAIBly5ZhyZIl3N/NZrMkw072St3kyZMxadIk7k9xcTEcDgdaWlpw8803yz1czMjIyPD6Q426xCSSvRpDQcit6Xa70dXVJUv4iPv1cuqYiCdMyOVU/jyYlVloTauLyvHLbLuRzvQKliZxOBz44osvcObMGa5Mw03Wfbjz+JNco/Kso69Cb+/mgrNJQ/BEaB9EiT2DRQMAz6p4vyIFaqafWymPB77hIJFmwuW/IZM1+YV0ANc14Msvv+Tu6QTbfi8NAK53y9B+9hLVAHgWnnztFinIXqn7n//5H8HPn376aVitVrmHowwC7HY7Ojo6UFBQELaxTGIfioqKQj4WPylCaNYaCH4ws1arDen8gKcA737nBDzY/Wtupn4ovzzk44XDV7nT8XH/OABAfoSOOerKLky3/RUne+egNa3Os1JX9iO/WaLD4cDZs2e97ucky06kuXsw7tIHaM6bhN6S7yP90CvALT+B0JohmcFbrj0KIC+scUfyt0q5DtUAYc4OqfcUAv5mpfyEoTqs44UK0aOsrCygtzcixyQa8GVPA44PnYMbu7bAUfJ9v2fY5XLh7NmzAACDwQAAKLPuQhrTy2kA4OmWgb0rAYEkDaIBdncjgOKwxj3YNSCkOnVCPPjgg1i9enWkDkdJUITSw8MNRCctbXyzMUOFJEWQWDMpcWcZX7yDBzp+GfaKmtPp9ErIOD50jugMmWEYdHZ2yp79T7x2AA1f/hw3WfeFNdZwGHfpA2SyJhT3fIhjKVV4K+/f0Fe80G87oYKmn6ffAZtmCNeo3DzuPnw69U+wTXhA8HekOeCZwWcdEdcXqUVradJE+AxkDQhUAy5SZYh8k7JaDfWwqXMEV8pZlkV3d3dIGjD9yBMRu1+hQDRgwuW/4XR2Lf6c/gTM4+7z205IA1oN9V4aAHhW6D+u/APO5NSJakBai3h/eaoBHiJm1O3fv192bI7VasWhQ4dw6NAhAMDZs2dx6NAhnD9/HoDHp7x48WKvfcj2VqsV3d3dOHToENra2iJyDZTgROOBIA3ghZbuw8E3mSBQz9Gso68i3d2DCZf/JqnyuxjEqCPnOZ1di7fy/g2ns/2TiEJ16ZTZdiPNdRWTLNLjVydeO4AHL//Gy93hC3+FIhhfDJsLkyITbdmB3SOkHhb/Gk8YqvH3Cb/1alQOXC89cO7cOa8XgHXyo7CqsnFp/IOi5xnsQp1IDGQNCGTU+ZYh8p2gSYW4j7mJXdpUbLnx1ziWUiU4vlCMujLbbqQ6Lsu+X2N6mgIarqFoQDCXLtEA/n08njZVUAPcbjfOnTsnqgE9Jd8XPQ/VAA+y3a++5UdYlkVHRwcOHjyI//iP/5B1rIMHD6K+/vo/KgkKfOihh7BmzRp0dHRwBh6hrKyM+//m5ma89dZbuOGGG3Du3DmZV0KJN8RF4hg2F2M6NqM/wAMrtj9ZRg+X3pLvQ3/w9zg5dA5X+b2wsDDs447pacL4Sx/gJDsXh9SRcb+2ptVhyrU9+NxQjzES9ymz7UYG04vizo0Yd+mDb1YNPC8ZEgROqs1LEcWzQ+qxw3QDCrIKAJMppOsQypgjbY4AcG6zvuKF+Ht7NipGVwDNzXA6nTh37hwKCgq83TKqMsHzUBKXcDWAHKOjowPp6elhjeVU/jyMurAJJ78xUkI16oQY09OEOZc/wCFDPYAZYR+vNa0OlfaPYSv5PtAlfb8Jl/+GNKYX5Z1voz+rH8D1civd3d0haUBRdnjtQYnejhw5EkBgDagZVwOcOsW56MeMGUM1wAfZK3X8FNvMzEzk5OSgrq4OW7duxS9+8QtZx6qrqwPLsn5/1qxZAwBYs2YNdu/e7bWP0PbUoBuYEDfFmZw6rC/4d8Gl+2D7R2pmZh53H9YX/LvfihoROSLscjs5TLj8N6/Zv1wmOZtx5/Envdr2HEupwpYbfy0rPqc1rQ5mZRbAAmnOK16rfKTThG9m3wTbfjx4+TcRTfJwOp1cxhzJnvM16sj9FqstRYw6h8PBBVfHu38sJTTC1QByjEjowFe50wVX1cPVAMCjAxlML1eIWA7FfZ/iu12/8ioUfCylCjtufl72/To+dA4YKKAE46cB3d3dohoQaIU/FFiWhdVqhdvt9vOMSNEA/udUA7yRvVL36quRXR6PFZWVlVCpVGhsbERjY2O8h0OJEg6HA11dXRErMkwEJisrC8D1Hq4ktXx454cY9fV7OJl7F64q/EuXHB86x7NSF2LW2S2OT5DGmsB89hIw5h7R7W6y7kNZ126cLpiPU1m3+31/LKUKx1KqMFVzHOMufYDP0+oQqHx3ats6TDO/ByXYiJRlGXVlF246sRVX+x+G3Z7m525yuVycsFssFuj1ek64x44dK3pcElxtL/tRWOOjDC5IuEUkIC7JQBow+uv3cLX/YQDCq4XHh87BuEuelbpvyTx/+TfZ5a7WPwrGrRKCaQDgCQfp6+tDRV8TPjfUI5CPg68B4y594OcqDYXUtnWYfuQlGHXTcIyp8kpUILF3AKgG8Fi1ahVWrVol+Z0WsZi6RMdoNKKtrY0adAMY4qrp7+8XrQ4e7c4Rvoz++j2kOi5j3KUPBL8PFFMHXHdBiq0yfKa9DTbNkKBteyZZdiLNeQVjO98PuN3ZIfX4+4Tf4oShGi6Xi1s18yWt9Y9QggUDBRczE05V9nGXPkCK4zJyTwo3CicuF7mxRc5Ji/Dp1D8FfNlRBg++GiC2WkYSJKLdpQLwaECg3zbg0YE3hv4/HE+b6vddMA1oSauDRZkFWxCjRaoGkBg/stLPLyLMh68BJKGBuEpDXRVNa/0jUh2XUWbb7fedUPytFAa7BjQ2NqKtrQ1Go1HS9pKMuuzsbOTk5Ej6Q4ktydCsmFyj1WpFe3s7F+siV1jIkn9R10e4vfkxL5dmqJz51t3o0w71yuIKRMYX7+DO409ikrMZgHcRXyE+11Tg7xN+69e2xzcejWSUnsqfJ3nsTqcT4y2f4K6TS/3cK7ayH8GizMLe9G8DAL7b9Svc0L2Du++jruzCo7b/xY29e/yOS7IIb+jewX32xbC5uKYdiu7xgdsPiRFqQHkyQDVAOuR3dJP1E0w/8kTENEDObzvji3cw/cgTKO77FIBHlwJpQFvqrYLZ5SQWljwToWgA4HleF1/9b4y5utvrc18NuPP4k7jJuo8z6ogGiIVnkB7TOWfe8zpmn3ZoSDUzSbWAWE3YByqS3K/PP/98lIcxOIhH/RsSTzJkyJBBWXMHuH6N48ePD+s4DMPAarXixp4tSHFeAfNNkUsCy7Kw2WySq8Y7HA60pd4KV54LxV//BRPYd2D54glAOVl0n6yjr0LjvIJbFJ9gG+4O+VrIi8DpdEKj0eCEoRqXRjRAo9FgVOeHmNm1GWc19wCYEvA4lfaPkcaaUNyxEWOg+SaQez76ihdi86lUuN1uPHT5v7maUpdGNAD4plI+a8KU7g24lt7vFd9HqteP7XwfHXgcgGeF8NKIBk/yyemPgl6f2+1Gf3+/l8uru7sbLpcLnZ2doi/AeEM1IDpEUgO6u7txl3kn/j97Zx4eVXn2/+/sSSYzWSaThEjYCSYgIUBAXICIoogorbbyWvEtxVpfsZbX9mfr0qpvrbZWK7ZGrW1dinVpraUirsUALigBAgoBIpBAIPsyezL774/Jc3Jm5pyZc2bOLEmez3XlUiZnec5k5nvu8zz3/b2zfKZAWgOrA0KsGnBqzjIsav8L7jBth3nPx2gbzz+rlnvoBahcPZjr2cFZESvmWtjV87FqAPkuz+59C+fiPW4N6HoMWncvqrx12IFrg/ab2/EqAOAspoUf19sPzbHNQP5dAAIFD3sd09Da2hr1+rg0oLOzE3K5HA6Hg3mdEoygoO6///u/Ez2OUcFYENd4SBfTx6bClTi3+x3IFtweZGzr8+VicHAQSmX414JUsR6XX40ubSCwIUs80zq3QuOzAwAUh14AZj/Je27TrHXQ1z8Jtc/JPOFeYX0briY3PHOC7Xumm3bhKvu7ONl7DYDLBF8faU00rWMr3I0Th3NYOG4g9ZqLsMizG0q/E3pvIJHbBkCtVkOn08FsNjN5gcdZs5FNhStReXYz5PCFmaqSKsLm4lXQCh51MCSPKbSi0e/3o7OzExkZGWhtbUVR0bAZMbGSmDp1KvP5Irl6yQoCqQZEJl00oCG7BvMHP4Z8yPBadXAzln31OOo1F+FL93xO0+FIGpCRkYHcMx9BBj9yz3wERAjqTLPWIWfvk1D5nJg58AUy/Rm4yvoupwYAgUKJQBs+h+AlRi4N2JtxMdpzw3N7mwpXYkrbv5EBN1PMEaoBTYUrA1XzmYuD9iMaUN7zLnZl/TDsuNM6tsIyYy3QLWjYQfBpAHk9KytLkAaQ/EqtNlY1GlkIzqn7xS9+AYfDwfy7v78/IQOijF6S6SM0sXs7s1wQSrOhBnVz/oCT+UuHjW2j+D2RKlau3LmmwpVwyrUYlGXBFMWSwVJ2HSADMjGI87q2cLbXIV5Ss3vfQo7fzJuvx0dT4UpY5bk4XrwqYg4LAHypno+3p/8ajcXXBlqJZQeSoYmgy+VyJi+QnSjdbKjBds0K2DhMVUkV4SnjMlHjZkPeA/YSLhuS32e322EymeByuThz/kiunpRLNmNhuTNRJFMDzrV9xmvSfUS7CB9UPI6T+UvhdDqh3vNUxO8JEFkDAMA0/hL4IINp/CURx2Upuw4eRSYy/AO42PpvVA59z9kaYDy1FeutmzDdtIsplBBT3cmpATyVt82GGvxJewcOGq7m1QCSi8vOCSQaYFfmc3rVNRtq8Pq4+9A3ZbXgcbOJpgGkYMXlcgUVWoVqQDTj+VhIZw0QHNT96le/CmoDNnHiRJw8eTIhg6JQYoUk205rfyvMuoMNCQBsc76PQY0xajBGOkNw5c41G2qwbdZTePmcXwZZDJTbd+Oqr3+Gcvvu4B38w/9zpGAFzLKcoPOf17UFOp8JCr8HFnkOvi66KuLYshpfw/XtD2Fybx0mdm8PPFFn1+CUcRmTw3IguwbZ2dmQy7m/8s2GmqiJ3KGieFA1D415y1Fl3xF+jXFCbqAk6Zssi4Xm1LndbphMJmYmLha7CbFQk9P0xuVyoa2tDZXW7RFNutlBgWvB7VFzvSJpAACcWfAAfp/7AM4seIB5bXJvHafZ7/HiVUPWIn74gTANGN/0AnL8ZlT2voXD+ZfDqohcKJF/cktUDTiovwRGo5FXA77OXcyrAQC3DhxUzcORghUo73kXs117eccXC1waQGxQuMZGHt7GugYIDupCcwyE5hyMRYS2K0k3xDx9pNs1Erd4h8MBi8WCY4UrYVcZcFAX+anZUbEGny/6c1S/J67ZqmhU2eqg9fSFPSE3jrsWZlkOvir8Rlh7nXNtn0HlC8yI+2RKvFp0L1qLIi+9ahueg26ol+qUtn8Hcl+GzumoWIPt523CEe0iZGdni+6DCQS+61zVcQBQ0f9BzP5bkSA3UJL07fP54HA4oupOPBW6BKmewtP5aT4SQsedbhpAAny73Y62tjY0aAPtuaJpABCooNx+3qaIOW6xaEBZ1zZOn8pTxmX4WHcNLPJcfGm4OqzFltwb+PzK/R60lVyB18f9POLSq/HYZkYDyANtqAYczb4QRqMRMplM8PjZ+Hw+Th0o73kXWk8fqp2fxHRcPrg0wGazRS2WSicNSAWifeoo0RmpeTVixs3eNh0gQd3AwACcTidOFC1Bs6EGfX19grsuRKPcvhvzenahZfw3APAb/47v+ACTzvwLbepJkHtOoyEr2M4kkhN7pfUjxkbgq0J+Xzo29qpbIP/sSRwzXMF4UIWeM1bK7bsxt3sndivORx/Cx9uYtxzn9gaSq6eH/I5U58XyAHgibwn2ySpRYiyJ2L7b7XZjcHCQs/UTyaVRqVSc+5L8rtCbnFTf39GuA+mmASSoczgcsFqtOJt1PtrPWQGr1ZoSDZh8dgt6tNPgs3gDPpUhsUhj1vk4nLkQOTk5QGdwWwifXA2FzwmfTNgtunvGWui//AuT9zq1/a2YKky5INd8xHAFWjEl7Pdkpq5euQiTQ37HZ2osBDEaYLFYoFarw2YhnU4n2traeM+faA1IBYKDOplMxhgC+v1+yGQy2Gy2MINHvV4v+SClIJnmwyTASMepWSkhSansRNVkQabbQxPg2R0L+JYZuNA3vYEbOp/G3szFQUn/E7u3Y2nnv3DMvxIzbHXQ+kyYcnYLPHiA91hTzm5BprsXxV4v3p7xKEwmE3J5tp3av5MplFCr1VD5nHDKs/BF9uVoz1sCmExRx+6oWINtzTrodDqYZCa0n7MCJpMJpMkZuYbj8qtxpjhyr9ZQqmx1yPaZsMDLXa37de5i7JVVQqFQhAV1odV5iSBaUGc2m3mtlohwExNZKSEm2OlapSslqbpWMiMTqj9utxtWq1X0525i93Ys6fkX9mUuRpP6Iub1yb11uKzzLfEa4OqBwe/Hy0X3BCo1e3s5t51u2sUUSqjValzX+iTMhfOh6tiPrwsjp14Q+qasxrvd45jP+m53OWQyGcazrm1p+xZYTq4HIloOh1M1dM3lPe9iR0b4vfNE3hKcyFuCs2fPhgV1pP1YojWAfM9DNZ8sxfOdP5EaIBUJMx/2+/0oKytjPOtsNhuqqqqQl5eHvLw85ObmIi8vL+aBJ5pEmw8TU0yPxwOPx5MWQV2ip5DZ09wkwEvWdLWQBHjik8Rur8NH7qEXoPOZMG8g2HeNNPk+r2sLVH4nnHItGvMvj/i3PXnOathVBibhOBLsQgltw3PI8DvgkWfw5rXEArkGsQUXQKBK0KbMxx71hZKNJ12I1uBdLGwNSLYJdqQxJXoZiX2tyVySFbLMNrV/p2ANmNaxFXoODSBLqGI1QKh/ZUX/B0EakO3th67/MP6i28hrWi6WaR1bofP2RzRI5qMhuwZ2lYGzGGKkI7UGJAKx5sOCZ+rq6qTNmRltEGFLJ2w2Gw4cOACdTifJFDL7phUK+6mZWBaEIvUMptfrhdls5j0e8UmK1l4HCNgM6PY8AbXfiQrH57AgkN9C7DnUcCHDPwC7Ih8NyrkocbmGChSexHH/qqA8mzPFy3FMdyG6u7t5Z+hkMhmMRiOOmq7EtI6tcM1aF1g++OzJmFuK8UGu4XjIDUalUkGj0fDOaE7s3o7Jtjo0FqzAUe9MFIuY+RwJCBF0sjyTn5+Pvr6+oM81CWCIPUc6aoDL5cLx48fhcDiCbB5iJZIGkPO1tLRAp9Ohvb09zI4iEasY5JjFxcVhvyvveVewBhwvXoXpra9B7XcOFf5cCmDImqP9rYga0CxfDUxazxzrTPFynMxfGvhsdXP7echkMmi1WjTicszofofRAMVnT6J76hpAwo/S8eJVmHx2C6e9iFwuh1qt5sy1IxrQNO5qtOQtgcbdLmoFJN0RGtQ5nU6cPn0afr8fEydODPtdOtj0EAQHdUuWSPPEQEkeUguokJtWpDybWMfD98Xz+XywWCxwDYnrda1Polu7FkAefD4fvtQvwyzTh/CxqsZmDnyB+Uc+xolxV6P9nOHgyVJ2HTLqn4bOZ8Jc+w7swHXIanwN0zq2Ym92DbKyssJ6uGobnoNyKDlZbF9EEtR9bVqGnfapuKbsGmRlZTHLqEKWXUPhS2Q+ZVyG3e5yGA1GsLPLlEolNBoNb/EEMRGe2fc+BrMGMa9pKJdo9mzeMajVapSUlKCjo4Pz9/knt2C99U84Yb4apmnfRFtbm+Drk8lkMRd7RCL/5BZc1/oXeBv7gXH/G/Q78nnWaDRhn+uRkndDHrhKS0vjHqfQwJXPLFhqDQDArIzojv0D17X+Bea89QAKAQCH8y/HuT3vwjN7OODi8psDAt+TSWf+xRT+dOHngfzYrm3YF0UDpnVsxQkMn0MI5PPcrKnBJ4NljAa835qHiokVQKv4wgOv14uBgQEmRYp9bXt8s7BwykKg+4ugfRQKBa8OEA0gs/yX97+FZu03APAXlKjVapSWluLrr7/m/D1Z5j6QXQOP8SZRPXrlcjmMRqNkfX0JkTQACHz+iNtH6IRFuunA6Am5KaMWIU9TZNmi5ERgmcXn86FBUYVXCu8OekKvsu/g7Y/YkF0DizwX+4cSjNn+Tlw9XO1Vt8CqyMMx45Ww2Wy8ybhEiKR4wr2k/xXc2nUPLmh/Pux3pOWYVPkrx4tXwSrPxZGCFYG8GncvppzdEnEfjUaDkpIS3gq7okN/RI7fjJkdb4quxCM3Qa730ePxwGKxxLTcaTy2GdneflE+YJTkIkQDyN+RvcT4dc7F+HP2j9A/dbjoKJLfXIN2aZBX25SzW5hK0kga8HXRVRELAuRyObRaraQaMP/0s2G/8/l8nNY/sUI0gJgPsy1G+NBoNCgtLeW91nPP/h16nwkLrO/FpAGR9vF6vbBaraJ1YDRpAK1+lZjQfnyU6EzurcNlHVsx2NQbscUWMFxVdrx4FY7nDrub26tuibpsUW7fDfVQTgxXf8Qj2kXwer2Yb9+B5u482KtugeqLp9CQcTHn8dgFCrbeXt4ZJCJEp0+fjnhtbORyOSrd+3BO19/RrFoNYCkAYOrgQcjhx0TbfkAfvJxKOlAcM63AoNOJ+V99DHfW7UBI+x6hkBm+3NzcQFXtwC60nLMa0To8u1wuTDPtQnXnJ2gqXIluzGL9Vhb0H6lgJ0uLpXvGWuR8+Rd4q25BjgRjYed7Sj2rOFqJVQPYs+3k72iesRbgnigGAPRkTUWmpR+92vDvxeHMhfD5fJhvq8NgUzlOnrMak878K6iTAhuiAfl5+XBHCOoUCgV0Oh36+voiXhsbmUyGSvc+TDj+xtCD5lBl65AGjDfVY++EW4P2mdq/E1d2b8PezMWQy+Wo/uoTSTTAaDACAKa1v4Xm4lUwCti3tPNDLOncgqPeK9GgqIrp/GLh60IRDak1IJXQmTqJ8Xq9USv+uJKXA+2qbo67wfRI9Ncp69oGnbc/alcHIPDknOXqCXtadFSswRulD6B7Yniw5na70dbWhipbHTL8A/AoMni7Hcwb2MU8jbI93pKNTCbDlLYt0A0t7QCBZY1TunnwQYZT2XPD9iEJ1xX9H6DKVocsV4/gJ8/JvXW4sec3vCbCR7SL8H75Y4KqZz0eDzMjGjob0jnrFphlOWgsvlbQuEYiQop4qAYEI4UG9E1ZjTdKH+DsYEA0wO/3o8BxAnL4YbAf5zw+0YDcQy/gTPHysE4KyYJoQBbLRJ2tAWdyq8P2IbOQ8wYCnSjEaMDU/p0RNaDZUCOqU8z0zreh95lR0fd+0OtHz/k2LPJc7NFdIeg4FHHQoC4FcLlRq/cE2lWp9zwl+bFTDRlT6NIJsZw4WrACVkVe1K4OwHBVGddMGx9E0PcPLa1Eqkjbl7k4yPBSKgI5Gw9A3/QG7zakMwRxn++esRZWRR4zFrVajUNlG/Gncb/BZ+O+F7Z/Y97yQMCUtxwN2TVwqAuCXOgn99Zh2VcbMbk3vOiprGubZCbCKpUKDdqlsKsMYe9135TV+ItuI5oNNcg/uQXfM/8O+Se3xH3OeEjF0stY0wBg2DOM/cCbbA3w+XxRO0MQDRAyFjGQavxoGnBd6wMwngoErN0z1ga6QQwZKLM1IHSWDhg27N2XuRj7tUvDNIB0ngjtcAEEAkKpNECtVqNj6hpGj9icMi5jOleQ8fC1AksWo2n5dcwEddXV1aioqEBtbW2qhxIEeap2zL0VgxojXAtuT/WQJCdSUGexWHA8dzFeH3cfAGDxvtswvuMD3mOdKV6ODyoex6GMBaLzJhqzzsfLBT+NWNRwKGMBXjb+LK6+pVwQ0Yg0E0E6QxD3+b4pq/H6uPuYsQSajm9EuX03ppt2Yb11U9AN4uvcxfiT9g58nbsYR7SLsP28TUH5hGVd25Dl6kFFxz9xfftDQcFUU+HKoFyieFCpVDieuxjvlz8W8b02HtsMvd8s2GZh5sAXuPzIT0TdAIgLPVdPSEL3jLWwKfIitmEKhfSalMKbbSxoAMDtGZZsDQCid4Y4lLEArxTdE7XLjFiEzEaG5gb3TVk91A0i4J3J1gBgOFAk3+UTeUvwsvFnOJSxAI1Z54dpAOk8cV7XlrAA80jBCsk0QKPRANXr8RfdRnydy710zR5PtDw9NuyWaEIg7c0SoQHxdq4QQm1tLSoqKlBdHT4zy4WgnLpvfvObggfw5ptvCt42mdTX16elMTJTXTfjWziG2ZhXOQ8ZqR6URASWk34Hp3cDICCnIvfQC1C5eqIae5K8idzc3JjHFs0ORWrshvOgdHRh0FgZmDGz/hu2k3YAM4e3IZ0heCxN1HuegtzVgypPHWQOObL9ZrgPvYCeOTcFbSeTyaDT6cLyuZoKV2JG9ztQeAag8/VDc2wzkH8XgMDSym53OaeJcDRmDnyBufYd8DU6OCvH+OiesRa6A3+CdcZaQdtX2XdAO7Q0LjToJj1js7Oz0drayuml2TdlNT7sL8XlFZcLzqchS6xqtVrgHvyMZg3IanwN5++pBZR3wl0Z/e8sVgPE5k6xYWuAFH/HaPRqpyHT1IdBY2WQIXiTftjoOCg3+Gz4Mdga8CGuZmyb2N9lYNguJVQDSOcJtd8JnbcfGYdeAM79LYBAQLjHNysmDWCbqGPqTwXvR8bTXLwKWoH7GI9thnrIdaBrQnRzZuIKQIIwKTWA73hSQhomWCyWQPeRKAiaqcvJyWF+9Ho9tm/fjr17h5v37tu3D9u3bxd0QsrIR0jOEDC8nKTd/0deG4NzbZ/hqq9/hnNtn8E0ax0G1AU4ec5q5vdcSzaxMLF7O27s/jVmDgTK+YkdilQu+DMHvsANnQ/zLq1oe7+CHH5kdB9EWdc25HDMUDkq1uD1cffxGo4yTceza5ilVq4lIpKUHSrozYYabD9vExrHXQurIg/dAoOpULIaX8PlR36CSvc+AIFgS+cziV66sM74Fl4pugfWGd8StD1Z0hW67JbV+Bpu6HwYy0yv4vIjP0FBy1twu91Je8IezfB1dAlF2/AcMpzdUH3xFK8ZczI14IbOh5mlR7YlkhRM7d+J9dZNvOkEBvtxRgP4DMEj5QYDwRoABB7UuL7Lcrmc0/6HzP5/VfgNwcvdXIRqANtEXQzWGd/Ce+f+VlSnG5KWIsTYGQjMZm6w/RbXHNs4JjRAUFD3wgsvMD9FRUX49re/jebmZrz55pt48803cfLkSaxZswYFBQWJHm/aQnJDUu0gnwyEBnWuBbdjUGNE/6x1MJlMQTcAItSV1u3QevpQaf0IlrLrsGve00Ff8GhtXoRCRLTKviOu4xDYidfAcGDDJ2pket80ax2aClfCLMsRHVSRpuOhSdskF2+6aRfPnsE0G2qYpS72MoZcLodOp4s6a6FteA5ady8WuD4FEAi2rPJcUUsXQGCZNiMjg7c3ayiHMxfi/fLHBM/SaRueCxS9OL9kijbcbjfzhB0pIIlF9KkGhGOvugWDGiNsc76P1tbWoO9xqjSApDfES6gGkMCGL52ABGCmWeuCrEJEnZNPA3oO8ObKcXEibwmjAezl3Fg14EjBCt6HzEioVCro9XpRVeIkMBXqDVrWtQ2ZGESGzxGTBoykgiMghpy6559/Hj/5yU+C/ggKhQJ33nknnn8+3DtrrEByQ3w+X9Aa/ljGXbkWny/6M2duChHqBm2gDdW+zMUJbdVCRDSWJtfl9t246uufBVWFsROvgeHAhk/USGWepew6NBtq8BfdRs4qPaGEthbSeftR0c+fh8QFyWchswVk2TaaoNurboFToYXa78QF7c+jyr4jUJgRxbE/2dirbgkUvWhmw67MZ5LNhSCkBVUobA0gx0jmEn864qhYg88X/Znzs5EqDYil3ZUQDSCBDd/DGnmYspRdh1PGZRHz+oTC5Omd+SgoH1couYdeYLw4gdg0QGggmSqaCldiABkYlGclXAPSAdE+dR6PB0eOHAlzCj9y5Aj1ZhuCmMCmazPvZLY18Xg8EX37jmgXobXoMnR2duKyBAr6KeMyfOqcAb/fj/BmQsPMGtyD+QO70Kz5BoD5AIYbWlfZ6tAO7hvC4cyFOJp9AS4tuxQ4zm2VICWNecsxo+fdoPZiR/KWAwPR95XL5dDr9egr/i60Dc+FtQ+LhqNiDZSf/wFaby8m2vZDDh+qbHWw8Wxfbt+NeT2BbhS+ku+KOpcQ/H4/+vr6wjzCHBVr8NbxLPh8PuTn58NqtYpsZR6ZaMt3Ui/vSUmyNSDSrF4yNYD4Lkbq2DJrcA/m9+/CYJOJ8cwTogEn8pZgl2MaLptyGSCiU0o8NBWuxLSOrfCUzIOybV8gH5fbKi8IogGW0vXI3PcsrxcnH2wNIIGkdijHFyvCc+rK7bvj9s2MhN/vh81mQ1ZWVtjvmg012G6eiHHjxmFgYEBSDRCahpBMRM/UrVu3Dt/73vfw2GOP4ZNPPsEnn3yCxx57DDfffDPWrZO2BJwyjJTeUyQx22azCTomOTe5OYlx7Rbi28dmfMcHWLzvtri9umKF7VNHaMiugV2ZL6oqjCxjJKpP4te5i/EX3UZYyq5jcvEiVZmxUSgUyMnJgb38elHLGGzIEvKp7LkRK+Ym99bhIssWQd0oYsXv96O3tzeuh0qfz4e2traI34XQJdlkz8SNZA0QslRLSBcNYKdSxKIBCoUCRUVFCe2VSmb/zix4IGI+LtfYcnJy4Jp9Y8xenEQDjhSsiLj8Ot20CxdZtojyzBML6aQRT+qDEA0Inb0T+9lOBqJn6h577DEUFxfjiSeeQHt7O4BAL7S77roLP/7xjyUf4GiCPB2Lqdhi7yN1fzmhPetC+ziSyrOMjECNXlbja1i876lAcnOEvqBCmHJ2CzJdPfDteQq46Da4XC5YrVZOp3ayzO12u4Pysma79uL85t3Yl7mYsQKY2L0dS7v/hf3apejFNbzn35e5ODBTx3JNP6JdhPZzVsBkMiFX4HWQ/oeR+mTmn9yCy4+8gN2K84EIY4oXUjgh5c2F/fRLqrJmcizZVHT8E3L44YcsKPmdj8m9dbis8y0c86/EPlklAEDf9AZu6Hw66t8uHrxeL44dO4ZJkybxLj1JUe022jSAXMf4jg8w5ewWuJS3C6p0j4RYDeBaCSi378YcWx2O+q9AJwJjJhWn7M8WF0QDBlkBSiwaoFAoUFpairNnz0Iul3M+dEzurUNZ59vYrVyERGtATk6O4PxVIRANKM0LtAT7wjsTV1WEV6NW9r7FaIC96hbAEfm4pDcvlwYEguoLJLsGNsnSgEQjWuXlcjnuuusunD17FiaTCSaTCWfPnsVdd92V1i1x0sGnLhZTUPY+ZKbAYrHE/cQeq8/W+I4PcPmRnwTllmgbnkPmkA1BvJw8ZzUG1AWMVxcRdC5B9Pv9TFDHptr5CbI9fVhge5+pSBVaKHEoYwH2a5cGGlk3viZ6/PqmN7B4322Y2L0dJSUlEb8TxmOboXX3otopvnG3GPiqYQmTe+tw+ZGf4JL+V7Dsq42iZ0giJlcP3Ydd8qyoFW4Tu7ej8uzL0PlMmNn/AROE5h56IerfbrppF27ofDiqdxX5+4T6oJEgRch3k+TOxfJ0Hq8GkH83NTXh66+/jnvWzu1281am88GlASQQk2ImRowG+Hw+zpWAKlsd9D4TZve+xVSkCi2UID51QMAzT6gfGiH/5BbmM6ZSqZCTk8P73Svr2gatpy8pGqDX63mDOpIzGKsGKBQKaDQaTg0gobhbkRU17/Zc22eY2/EqvwZEMEaucHwelvfIhRQaAMTeZ1YsYn3qYnp093g8+M9//oNXX32Vaazb1tYGm40vqyb11NfXo7GxERs2bEj1UGKGPCXY7fa4HePZ08ZibjTsBtcEe9UtYTYEsXKmeDl2zXtakKcVH/Wai2BT5kMGMMsoYgolxLbXYZN76AXBAW73jLWwqwyo11wUddtEUta1DVp3L6YOHkSWqyfujgZsGsddC6s8F43jhtuCyWQyFBUVMTcYlUqF0tJSTOvYCjl88EGGvor/ZrTFNGtd0N9uYvd2LPtqY5AoV/R/wNuknY2Yvw8wHPSQijmLxYKBgQGYzeaU5RC7XC40Nzfj5MmTcS/9soO60CVWPrg0gARiYiuguZBCAxqya2CR50IGMBWpYgslyGcl2mcqFOOxzYI/Y02FK2FX5qdcA6psddB6+hKiAV8aroZVnouj53ybeY1YriiVw4uFKpUKVfa6yBowtPx9ru0zXH7kJ0EaMNe+A1pPX9SOGGI1gJgWe71eRgNcLhcT1CVaBzZs2IDGxkbU19cL2l708uupU6dwxRVX4PTp03A6nbjsssug0+nw6KOPYnBwEM8++6zoQY9VXC4XOjs7U55kGbq0wofb7Uaj4Qqc2/NuUINrR8UafO6pAICozd7ZkOWQI57hJRIxTDftwlXWd+FqcsPDMuD9Uj0fnaUrMb7jA8y178DgrHU45amIWCihUqmYhtv7tUtR7fwEbo6lgqn9OzGj+51A43FUhB3HNGsdshuew8mhxvfkCZktXoS+KavxhXcmWlpaMFn01UtHU+FKlHVtQ5uiFOf4zkAuYUeDZkMN9vhmwWgwQovALMZ6y5/gtGyA+ms1rmt9Et6v+5G34GY0n7Ma0069GrbMNjDzv/BhfyksFgsKEbCmyBoS5eNzvwsgUDhS3vsemgpWcOa5kaX63vKbkPPlX3DynNWCDH5Dgzqz2SxphWa6aAAZSzQd4NOAM8XLcaZ4OWZXzAaOHRN8zng1ABhasu/YCsvJ9QBKAQSWSw9lLMB8/0HM6HkXthlrcUo+J2KhhEKhQHZ2NiwWC4Dh73KT8UqAdd+OpgHdM9Yi//CLQRpQUlLCmYrRbKhBk/4inD17NqUa0JBdg3mOnWhTTpBcA77OXYwG5VyUGEuYlJYKx+eY3/cx3MW3Y3zHGWbpvmX8NyNqgN1ux/kAKq0fQevtx5SzW9CG2wAA+7VLMX9gF/ZnLmZm3Ngzh7FqADuo8/l8MJvNafF95UN0UPejH/0I8+fPx8GDB2EwGJjXv/GNb+Dmm2+WdHCjHfJhSRax5POwcbvdaFBU4fi0xTCZTMwXNFamdWxFls+Eiv4P8ElWsKCTG0ykPLCK/g/CuioYT23FeutLOKZZgb3sitTGxohjIUGdyWRCY9b5sJRdh/kV8zHx3d8E5eGU97wLbYgTOxtL2XXYP1QxRwQ9JyeHN0eDdJcIDUwjIZfLYTAY0NXVJWj7aDQbatBsqEF3dzdKSkqwtHKpoDFoNBrmSVooxmOboR76m8lkMii9/fA0PAePRhN4cpYBGT4HjMc241z1RZjbtRPurNuh002D1WoFELCmmNaxFc2smWFy48jNzYWVo+KULNV3T1yFg6p5AGKvwfN4PHA6nZyVdmIZ6RpQEud44tUAAMFdFQoDy6ZMTp3hCvxFtzFQkdrSEvE4JKgjK07ku1x4+m3c0PmwYA3om7IahzIWAAhogFKpRElJCdp4KmLZ3RjEaEBRURG6u7sFbR8Nds6gWA2IJVe3ylaHLJ8JnobnMMXlQqarB5o9T2CKXxVRAxyOwFP2Qd0lqLLvQAsrMGvMOh8d469Eb28vFBxBnZQaECklINWI/mt88sknuO+++8JuUhMnTsTZsxx9TcY4YivWiJDFmyvD12fx+PHjaGlpSYtqHbIcEtrwGeDuF0tyIeaffhY3dD6M7owpYRVXJSdeQ47fLNqzjY/QPJwjIhqPC4F0lxDjxC6TyTDD+inWW56I2BycDZktUKlUTK6fvukNUT0UJ/fWYfG+25DV+BoUCgXUarXoPNruGWthGfqb2atuYfotqvc8hUxXD+AH45Bfaf2Icxn8lHEZtp+3SZQLvZS43W44nU7OxH2+7VOlAaFdHMix7XY7MwOZSuLVgMm9dZxdFUhOnRQ6UNa1LaEaEEs3BplMhjLLJ1je+GOca/tM8H4qlQp5eXk455xzmO9uaKeNiGO178ayrzbGpQFAYGbQMbRcT5bu/YBgDTiafQHeL38sZRrg8Xh4i3dSjeigjpjrhnLmzBnRT3+7du3CqlWrUFJSAplMhi1btkTdZ+fOnZg3bx4yMjIwZcqUtF/uFZsYHUsiNd9xuFzYYy3BJn5z0T7EYhKviQGnUCsOkgsx3lQPnc8E4+BJxtaD0DZ1DcyyHM6bRIXjc9zY8xveIGZi93bc2PMbVDg+Z14LzcMhTuyWsutEiSEfxBZA7A2i5MRr0Iu4EZCgLiMjAyUlJVAqlYHkY5b5MNc+7KrZsq5tcSfD901Zjedz7mSsWN4ofQCOijVwLbgdA+oCNI67Fq+Puw99U1bjoO4SRvjJez3/9LNY9tVGTOzeDiBwk4plxlAqhNggkKAuFRrA15qLvawsFKEaIKYIK14NKOvaxth6sM28SU5dqA5wmQizmdxbhxt7fhP0+6bClVE1QGwxBZtYuzEQ4+BK60eC91GpVDAYDJgwYQKTEhKpgCRUA6psdZJYkxzRLsL28zbBUbGGyaG0LfjfqBpwfftDGL/ngaCHUZVKhezs7JRpQLqZjIsO6i677DJs2rSJ+bdMJoPNZsP999+PK6+8UtSx7HY7Kisr8dRTwpIym5ubceWVV+Liiy9GQ0MD7rnnHtxxxx345z//Keq8iYIkb6a7w3Ys8PnNhQaJsVTTyWQyaDQaJnE+1NCx3L4bN3Q+jEFjJQbUBTiTW837dN89cRX+otvIeZOYa98BfYRk+mkdW6H3mTCXVWVJbjpc/k9CqumIrQFf1RnpLsHVdQMILHGUlJSEzYy3TV3DzHjFimnWuog9FEOrZpsKV0qWDB+Ku3Itds17mvHMyz+5BZXWj3C8eBUcFWuY93q8qR5Zrh5Ma38LwHBQl6rKe7/fj7a2NubzTjSABJ2jCT4NcLvdQe3RYnlwDNUAclwSePJpAN9n94h2EV4u+GmYDpCCAL5k+rKubdCHVFk2G2qiakC0Ygq1Wo2SkhLOpcoTeUsiagDJyw3VANOsdXCoC0R1SeAiUgFJqAawZ9ikxlGxJroGePuR2/pR0MMoaTWWyge7dDIZFx3UPfHEE9i5cycqKiowODiIG264AZMmTcLZs2fxm9/8RtSxVqxYgYceegjf/OY3BW3/7LPPYsKECdi0aRPKy8tx8803M0bI0bBYLEE/iejnVmn9CFp3r2S9BYWgOrgZ5+++WTKjTrH97qQwXyTl8KFBHTlmla0OOp8JGd0HsWve09g74VZRT/eE/dqlsES4ERwvXgWLPBf7BbYSO168ClZFLlonfYtXUJRKZcSgLhokqAv1EOueuIqZ8SLbGQwGUcJmKbuO13yY+Oyxg6VmQw12zXs6pnZgcrlc1PtAWpgRE2hy42nVz4NVnose7TQs3ndb0PIzmYURsxwlNUQD2ObViUZqDRD7YOZ2u2O2eCGEagB7HG63m1cDxBpnRzMRbipcGdFMOxSiAR1T10TMLYsU1EWDLy/XUnYdtp+3ifHilMvlMBqNooMbvgdXLg1gz7DFAnkfhIyRUwMUeegdtwRmWQ56Mqcw6SCEqf07w2ZaRypOpzMsbhGC6E9YSUkJDhw4gJ/85Cf4wQ9+gKqqKvz6179GQ0MDCgsLRQ9cDLt378by5cGzM5dffjn27t0bdRmhtLQUOTk5zM8jjzwi+fgO6i6BXWWIqbdgJCK12VHveQoZzm7JStAT2e8u/+QWXNf6gGj/t4bsmoh9VYXSmHU+Xi74KZoNNZjcW4fr2x+C9sjrzI3jlHEZXi74KRqzzhd0vFPGZXh93M/hrlzLPNFyVbmyUalUKCoqkvypUi6XIz8/X7LjajQaRtCl6I4RbcYylO4Za2FV5OF48SoAwzeez8/5Pl4pugcG+3FkunqClp/JLMwFpjeZz1i5fTdu7P41ppt2xTz2UALFOJs4j0k0gIxbKiItaUqtAbHMtguFfO9SpQFHtIvw9vRf44h2Eab272TGQrwHj+cuxssFPxXcYYFoAKrXM7PG0T7jJK9V6k4TsQZ1fLA1QKruGGKCWy4NeH3cfThZdQ/+otuIAseJsHSQ8p53ofeZAh0shj5jk3vr8H3771Fmkc4LMP/kFtzQ+TBmDnwh2TFDeeSRR4JiltLSUkH7xfQXyszMxPe+9z089dRTePrpp3HzzTcjMzMzlkOJoqOjA0VFRUGvFRUVwePxoKenJ+K+ra2tMJvNzM/dd98t+fhI8qbQVi2RYOfVcM2GkRk1x9xbMagxMkadYom1d125fTezzERMG6M9qRuPbUa2t190PsYR7SK8UnQP7/JE0Dki3HAJcrkc5b3vQeftR37ji5IkjEc04GWhUqlQXFyckKUC5trNH0c1PiaQKjpS/cu1z5S+HVjd8nNM6dsRti/XTUStViMnJyeuG0DflNV4fdx9OGVcBiA8mZssBQ8aK3F9+0OY2r8TDdk18EEOOfzMZ4zM8IQmzPN1InC73bx5aIRIxThEA8i44yGaBpAHsHg1gOQFig3iSNK8vukN+P1+WK3WqN8j0oA+kRog5IYrl8sxs/8DZiwulytu70Gu2UYuSFCXqOXCcvturO35DSpdewVpAHkgjaQBCoUCZZZPsKbjV0GpBUQ/uL7rJMiNVQe4NOD69odgPBWYuTtSsIJJByH60JM1FT7IgjSAFKOdZ/ow7BxutxuDg4NB9z8hGmA8tlmQmX083H333UExi9AqedHvtkKhQE1NDfr6+oJe7+zsTEpeS+gXgSTtRvuC6PX6oJ9ENrGe2r8T662bBFcmchEtWZoIunXGt/D5oj/HbNQZ6/Jpla2OWWbic9YmQkle756xlql2TBRCql8VCgWslTfDFlIxF4lIs1Ukp0Po51+lUiEjIwNKpZKxBeC6ESiVSuTm5kYNFAnk2md0v8MUQ0RDLpejuLgYarWaV9CJLxx7SZEsCXE9davVauj1ekzp2xHWeSBWQvMXyVJwRvdB6Lz9KO95F0e0i7C/+L9gZX3GyAxPaP5lpPywaIIeqRiHDZmVilUHkqUBsQZ1JGk+99ALzINdaFAXmm9HKlUTqQFCbrgyWcDcVoweRZuxjta1get45IEqUjBIZrmF6gB5kJnQ+qYgDRAS1AFgCquIDhANGD9+POc+KpUKle59uPrEPdJpgLcfJScCM3An8pYw6SBEHwocJ/Cx7hpY5bnM35UUo32Ve1nYMUlQx/7cCtGA7hlrBZvZx4pGowmLW4QgOqgjXi/z58/HoUOHwn6XSIqLi9HR0RH0WldXF5RKZZBnXqoJLVEPbQQeSqyzZVIT6OEa3j6Fi4bsmqjLTGRJg9w4+6asHq52jNDPMdaxX9f6AKx5MwNNpg1XIDs7m1eALWXX4Y3SB2Apuw65ublRxS9Sq61orYBC0Wq1KC4uRlZWFufTvVwuh16vR1ZWlqCgTq1WIzc3F51l34FZlhOUM8iVFyOW48Wr4FAXBP2thfSSnNaxNazzQDxj4ErmHjRWwgcZerKmAhiuTCQ5P0e0i/Cy8Wec+Zck6Mo/uSXo9fEdH2DZlz9CQctbnDNPkYpx2JBZqdxDL0TVACC2itREoG96Q1CaBEmaj7QkSvLtiAaQStVEaABJ77AbzoNVnosD2TUR80zZekQeRCLNKkVrtyemv6parUZ+fj7Gjx/PGdSRBz+VSsXk5UaaiFCpVMjNzYVKpQpbqpZCA4DhwiqiA9E8OIGhHFMBXR6EQHLq2qYG5/NlNb4GpXcAg7JMHClYgcOZC/FK0T2MBjQbavAn7R1o0od37cg/uQXfM/+Omf0jRNOAvimr8UrRPTicuTDu65Ia0UGdTCbDP//5T6xatQoXXHAB/v3vfwf9LpEsWrQIH34YPIX6wQcfYP78+ZI2Ko6X0BJ1r9eLlpYWtLS0cAZuUhQbSAG7h2s0r6wj2kVoKlyJaR1bYyrnj9e8sdy+G9c034fZrr3M2LO9/cjpCfxbJpMJKnMnAZHQp+B4Z1+EnFOlUmHWrFnIzs4WdTzz9GvxvP5/mZsU+V1paamgJ3Y+iC+c2CXF48WrYFcZBCedswkNlPmSuTO6D0IOPwocJ8KOkdX4Gm7ofDjIooZNRcc/ofP2o/CrZ4M+h1PObkGWuxdlXdviCrDIrJRp1rqgFn98gVu6BHW5h14IpEns/2NUDdh+3iYAwA2dD4uejZFCAy4/8hNGf0h6h65jD7ON0DxTkjIgJPBJhgZkZGSguLhYcFoTO6g7prsQb019GAMz/4s5V7waAAwXVonRgYO6SyIWpkSCSwNeH3cfuicGTyRoG56D2muHW6YJ0wfVwc24/MhPUOnex3mOokPPQe8345yjzydEA1JBTDN1CoUCTz75JB577DFcf/31eOihh2J62rLZbDhw4AAOHDgAIGBZcuDAAZw+fRpAYE35ppuGHbZvvfVWnDp1CnfeeSeOHDmC559/Hn/5y1/wk5/8RPS5pSar8TVc3/4QStre4xQpErgR/7hEzspFKqyIBLuHK9fSz+TeuqC8prKubcga6o1I8mu0R14Pm85OBFW2OmR7+nDJ4DvQN73BGNnCH+j1mKgKZPbsSzTUajUmTZokOGAEhqtEp06dKmo/gLTgegJllk9E7xsrkWYpTxmX4f3yxwQnnYceV8iSNpk94CpO0jY8B12IRU0QQ5Ll8/mC9OvkOathVxlEW0WwNaC080OUdW3DQd0lQXlgbrcbfX19aG1tTUsNAALvqU2Rh/5Z66JqABDcbJ2YA5d2fgiLxZJQHSApIBXt/8T17Q/BbjgvoAHwR23+Hg+J1gAgMJs/Z84cwQ92BH3TG1jT8Suc56xP2kRHpOKHo9kXMIUpYhGqAfaqW+BQF3AGjuo9T0Hr7sUC16c8ewe+9z6/NBqQDsRVynLLLbfgvffew6ZNm7B2rfh8jr1796KqqgpVVVUAgDvvvBNVVVX4xS9+AQBob29nAjwAmDx5Mt555x3s2LEDc+bMwS9/+Uv8/ve/x7XXXst5/GSibXgOOm8/KvreR0Xf+7wO4cmYlSPnIImlXMsopDExOwAlPkF8Lt2hzupNhSvhUBegqXAlk19TcPBp3ND5MDIPvxq2v9jqV75kdgBBSfG5h15gjGzPzFgXKHfPmorLj/xEUnsLhUKBjqlrorrJkxyY7OxsTJo0SVT+Jp+FiRCMxzaLMiQWAjEt5hNWsfmEUkNmD7iKk+xVt8AawaKmcdy1sMpz8VXhN4JeP1O8HO+XP4aj2Rcwn9nCj+/Bsq82Bn2eppt24YbOh5nEcbYGTO98G1p3L6cxrM/nQ2dnZ1I0YHzHB1j21UbOlAqfz4fu7u6wB3J2akIooRoABDdbJ+bA5W1v4Iqj/w+6Y/8I2l9s9SsZI58G2FUGQIZAwUPvV3ij9AF0zvoBMx7jqa34nvl3YUvssZIMDQAC36tYgsHQvDcpiFa5Ho9dixQ4KtZg+3mbOANH14LbYVcZsEd9Iee+nbN+ALMsB18arg56na0BQGA59vIDP8DKw7eH3VPYVdTpgOi/wsSJE4MEfOnSpfj8889x5swZ0SdfunQp/H5/2M+LL74IAHjxxRexY8eOoH2WLFmC/fv3w+l0orm5Gbfeeqvo8yYCcgNp0C5FY97ymBzCpaaiPbC8lL3nibDf+Xw+2Gw2UTeWUGf1ZkMNtp+3Cc2GGjRk18CmzIfP7+cNLMRWv5Jk9grH57ih8+Gg5Y4j2kXYa/x22PtM8p0KHCd4b6pc8AkT6Qcpl8sDn/vq9fhnyA2PzE6QG6eQHBj28Uleitil4FDYLbhCry2WGwQw3LcyVUGbUKb27wybQXJUrMErRffwWtREMpUlkM9s9qkPwtz7K/o/gM5nYm6gbA1oKlyZFk/6pMilvPn5MB+7SAETH6EaAASCQPI+N5+zGnZlPoBAoGU8FnxOsdWvZIx8GvB++WNoLL42qE0YyXc6ol3EdF4JHQcXfLYdcrl8xGhAaN4bIV4NiMdrM5mE+tS5K9fi/fLHmF6vofRNWS0oP3bK2S1Qe+3QeO1h95TynndjquhOFKKDuubm5rCihGnTpqGhoQEnT56UbGAjDXIDOZy5EF/nLo7oEJ40ZEH/EQWXV1Wkm+ChjAX4a/7/w4G8q3gD2lirX6vsO6DzmcICxUjv85GCFXCoDGgqXCk4cZnLZoDt5s4nbGR2YsrZLaKuK/T48Qo6uwUXG41GE7Ogx4Lq4GYs3ndbUrsqlPe8G7W7h1j8fj+OF18NizwXltJLw9z7G/OWwyrPZW6gbA1oNtQEPemniuPFq4ZmtH2ifezEaoDP50ODogovG3+GrwpXh/VjBWKvfuXTADKm0DZhhM6y78Aqz0VfxXejnkOpVHLaDY0kDeDLe0u2BgDD6QjJ7LBEfOqkWnr3+/3o6OjA18WrMCjPglOuDXtQI72AE1nRLQbJ5kszMjIwceJEqQ4nOdXV1aioqEBtbW1CzzNz4IugBH4pIEulXLNqLpcrSHjZN1TyBGtd8L+CzsN2ho/VgDRSoMWuNhNDg3apaOPRE3lLsH32k+iZdDVyvv4nln21kTdhnkBsPbgSq7mWIMgTtmX2eiYXcTTBfrqPtgwbtN+ep5AZYoGSaI4UrOBtdRQrJEj5c/aPcLr6F0Hu/UDgs/5K0T1hN9CZA18EJfBLQawacMq4DIcm/DcG1AWCfOxIf1efzxeXCTGpQg4NtNjVr2KIRQMAwDz9WvxzwoNQKBRY9tXGqMUcxNaDaylxrGuAmGISYDgdIZkdlo4UrBDVESQaJFXieO5ivFT0ALbMeCLsQS204l5qamtrUVFRgerqakHbCyqHyc/PR1NTEwoKCpCXlxexmijUvy5dqK+vF+zzEg9V9h3I9plQ7f0EfHbIE7u3Y3rHVriUtwOoiHpMr9cLm83GWQnl8XiChFe95ynIh26o7537W+yTVWJlxUrkCBg78ZTKyMgQsLVwpvbvxIzud2A5uR7AsCt2uX035tjq0CRfiQPKubz7H85ciKPZF+DSskuB48dFn1/b8ByUrh7M9ewILMmUlHA+bZOgzmq1Mv8uLS1FS0sL53HJE7Zr9o3Yi9kAgHzRo0tfyNO91WpllmHJexMJ14Lb4d/1OKfdTVZWFgoKCpCVlSXpWE/kLcE+WSVyc3MBAWNkI5fLodVqJeugUGXfAe1QP9B9RZWc20zurcO5R98RrQFcGhZJA04Zl+GUcRnaz1mBCyqjzxry+fdJwcTu7Zja/taQt1fAdidZGpB76AWoXD2o8tShU76S13qEBHUOhwPAcE5pZ2cn53HHigYAgYcHMfdQe9UtkH/2JI6FPGhptVpMmzYNg4ODUg4VQEAH9vhmQaFQYLqI/aTWACnZsGEDNmzYAIvFgpyc6HdyQUHdE088AZ1OBwDYtGlTXAMcjTidTrS1tcHv96NBuxTzBnahXrkIk1nb+Hw+2O12ZGVlYVrHVmS6eqBqeA7jjVdi8tktOF68Cu3nCJ9lICIfWl0W6YaaKsp73oXW2w/Nsc1A4T3M68Qks7z3PTSX1QjO2ZjcW4fLOt/CEc8V6MQMuFwu2Gw23jZd9qpboPriKezXXASZTIaSkhJB5yFBnVAn72SgVqsxffp0zgCfbWqcStyVa/GZfWpAIEM+n9nZ2Rg/fjyys7Nhs9kSPpZy+25U2erQY5+GfPvXsJ20oy1jQdA2xH8sngdSUtVONGD+4MdhPYZJ4Y/f70dZ1zZkunsZDZhydgtsvlsAFHGfgAOv1wuz2TwiNAAYyu8bynMlf/l4NeC4/Go0G2rg9/vR19fHmOiGYpq1DtqG59CQcTEUCgW0Wq2gc5GHmWgdi5IJ0QCuByOlUpnSwiU2joo12NasC8QOJhPzul6vx7x587BvH7fNiNRM7q3DMvu/0eufCoPjBKcGEGPpdJ2UEoMg9f/v//5vzv+nBGAL+uHMhThTvBydnZ1BQR3pupCRkYHjxasCM3VVt2DKF8NLVWKDOi7LgEg3VNLhIZl5FUBgSnxG9zs4W7IaPtfwDEBDdg3m2OpwonClYCd2hUKB8t73kDHU+umTrBnMklF2djbnMRwVa7DXMQ1nzpxh8g0CZsVPYqDpfwCWgWQ0g9FkwpXcrNFoMHfuXHR1dYVtT4I6slQSum+kZGkyI9Hf3y/J2MnxUh0Qk6Ah27YPMvihPfQcDs1fEH3HKMx27cX5zbuxP2sJzLg2TAN6J18T2JB1k2DPgjUVrsS53e8EaYDy0AuA8WeCx+Dz+aJrQAhkqba4uDi2C4+DpsKVmNb+Fg7qajB16LV4NaCsaxuaDTXw+Xzo7e3l1QBL2XX43FOBtrY2GIdeC5gsPwNvYz+w4Oag4ws1EU40kTSAb3symxOLBhQVFUmmAeyxpJKyrm3Q+s3Q2xsk1QChs8zJRlBOncViEfxDiYzP58OhjAWom/MHOCrW4OQ5q8Pc+hMFCer4cnMSxYm8JXil8G4cVM1jlnWyGl9Dla0ODdqlaDYIz39QKpWwVt4MqyIvapumUIghsVqtZsyKQxOv0ymoI0sfsdibcO0bKVmazEhINcsnpGo23qRwIRB3fY+MXFe4n2ak/pV8VDs/QfaQU76Qnqds/H4/vtJUB2nAQJTODFJBgrqBgQE4nc6k6sDJ/KX4q+EuHM4MVCNLoQGhs6FCIF6QecRkOaRqUWy7r0QSjwaQAE6oBpAHMak0gHTpiKYBUnS7iARpE+YBvwbwVT5HospWB73PhHN73oXT6Uwbk2JBV5Cbm4u8vLyIP2SbscrE7u24sfvXEZtIA8MzdkRMzxQvj8mtPxS32x2xTySBWJnEkzND7COiJYK7XC44nU5Ow1JiDMvVn5H9Hk3urQsqUQeGK7yilaGHIpPJmCozYlYc64001MIgGlIEMOynbHYboViPk+qbVjKCOtImrKHgWphlOeic9QPGu418fhUKBYqLi4MEnXxmp5t2cR63XnMRbMp87NcuZYI6oRpAUjHYGrBr3tNxV8sL1QCyrdPpjLlFF9GAaBXOHo8HTqcTE7u34/IjPwl6byJpAHuMU/p28GqAmGCQQAoe7HN/EFcv6lRrABD7rGI8FidSIlW3i0iQNmF7Dd8I0oDF+25j/AtJD2wuDeC7zzVk18Ay1Fc6nYI6Qe9kXV1inLlHE9M6tiJrSKAyTRm4yvouXE1uoPC2iPuRZVQAOO+882L+kjkcDhw9epQxck4k5T3vMongfEbFwLCgVzjeR/aQ3cSB4sA0tb3qFsg/3RTUEJl8wZuampil6rKubdAOlah34eeSXYOjYg3eb83DxWUXAzEsEZLE6ylnt8CE6B1NsrOzgxziuQQ1mtCyk5bjCerIcdrb20XvywV5wk/0DUIul8NoNMa0IvB17mJ84pyBy6ZchmlbVyNzqBPKnoJZnNuTzx1Z4g/lS/V8dJauhNlsBpljYGvAf3BNIO+rYysGm3oB+RzesRENaG9v580JE0IqNGBax1a044e825HA7Nz+dwI9QL07mOrBSBrQ1tbG7FvueA/ZCdSAyysuh7i+DQFSrQEulyvmWUV2EZQUJOMBjaBUKqHRaESbHTfpL8Jud3mQBhiPbQaU3F63RAPIEn8oR7SLcChjQWCJmaeQJhUICuqWLOE356QEOF68CpPP/CtQKNH/AbL9ZrgPvYDBi6IHdWazGQqFAkajkfdLUW7fjXk9u9Ay/hvA7Nlhvyf2Ax6Ph5np4jvWzIEvMP/rXdiXtQQ9xqs5t4lET9ZUZFr60audFnXb2a69UPoGmWbLBEfFGrx1PAterxeLhioBZdofo7RyLU6cGO7j2VS4ElPb38KB7BqcI3qkicM0ax2yG57DyXNWC6p2Y4sxAE5BDd0mXWHfeAFxRqvxIJPJYDQa4/bDPHnOakw+uwVNxisBnglrkv91JG85wN36NAy2BgBDNwVvPzIOvQDMfpJ3P6IBarWaNycMCGjA/K8+hjuLu2KWSwOysrI4l7aMp7ZivfUlHNOsQEMM+UBEA/q00WsMiQY4FVo0ZC1lXo+kAeyc0ca85Ti39z2qAWlEqAYkM6hTqVTQaDRxLdmePGc1ppzdgr4Za4HwttEAhjXgeAxL/Kkk5jlPh8OB06dPh031z+YIONKB6upqKBQKpjxYak4Zl+FT5wz4/X5kZmRgRs+7cM1aB6nMQapsddD6TIKeComg5+bmch9ryHJhgfU9eI/swolxV4cVabjdbqaHa8D36nEcNV6JbsxCgeME5PDDYI9sLaBSqbDA9SkyfA5Y5bkBw9IQEZPL5YGkZ1cPfHuegrsy2Ky02VCD3e5yKBSKuARd6lw5S9l12D80+5KP5M1WEdgiSp7uhTQul+rcpaWlnMUaqeBc22eo6qjDvqwlaM8d/hyTICn0xnmmeDlO5i8NLJd0dwMYTpofaPofQD4HzYYa7PHNCsyqDD2FT+zejqXtW9CTsxZAHqabdjHBBnBpkAYUY+im0LEVgxLlylXZ6pDlM8HT8Bxw3qaI27ILs7g+8yUnXoPGb8bs3rdQjvfQrPoGgPlB23g8nqgakG//GpHme4kGaHwO2FUGHM5ciNDRRNOAr3MXY6+skmoAB+ScWq02qcup6aYBE7u3Y2nnv3DMvxK9CJ59l8vl0Gg0Qfp4png5zhQvDzghnPgQAL8GGA1GZr9ge65CzBz4AvP6duFz5SIA1yTk2mpra1FbWys4/1W0+XB3dzeuuuoq6HQ6zJw5k+ndyu7hmo7U19ejsbExIQFdKInoKNGQXQOnXAuFd1BUjzmfz4e2tjY4ncPTDQ3apUwrH627l9Mklh3UETPZsq5tAIaNXqMlKatUKnypXwa7Mp/XDFImk8FaeTMGNUZB5qhsppt2Yb11k6C+jokugCCzVakI6mJ1iyfHiCcvL9k3Ey4qrR8FlvZCXOTZidoGgyFi0Jvf8BSyvf3Ib+DvujCtYyt03n6UnAh8/yr6P4joXk+MdqXSgYbsGjjUBXAXV2HxvtsEmxuTmUD2A3jb1DUwy3IgA4JanbERogHRCryUSmVAA4a6u3ARjwZM7q3D5Ud+EtVUGBh9GsA+p16vj1kDYi1UCDUmTqUOTOvYyttRRqFQICMjA4WFhXFrAGkJRtrOVdl3INvTh2rnJ/FfBA8bNmxAY2Mj6uvrBW0vOqjbuHEj+vv78fnnnyMzMxPvvfceXnrpJUyfPh1vvfWW6AGPJcrtu3HV1z/jFSC3243W1lZ4PB7mtazG17Dsq40AAI8iA2qvDdl7nkDNwTsww/pp1HP6/X60tbUFCfrhzIXMUqhToY0qzK4Ft2NAXcCI8om8JXil6B5BScpHsy/A29N/zdlsmWApuw6fL/pz2BM6AM5CCUJF/wfIEdjXUShcnRNIYnWqk4qlJp6gjgSS5GYSaelVLpcndAbjoO6SqA8O+fn5Mc1ksh8cjhevCnRoyZuJ9dZN6M6YItq9nnye+bqbeL1etLW18WrA9vM2QdXRgExXDyrPbhakAcT6hK0BpEdyW1YFfJBFXUbl0wAhBV5Hsy/A++WPRdSLSBow3bSLVwPKurZB6+6VrC0UwP19H60aoNFoYg7q2JW50ap0E60Bx4tXRewoE48GsB8cSEuw7hlrUW7fDbXfiUF5Fuo1F8V7CZIhOqj76KOP8MQTT6C6uhpyuRwTJ07EjTfeiEcffRSPPPJIIsY4aqiy1XHOKBBIUMeeZtU2PIcsVw+qbHVoKlyJAXUB4Pcj29OHOTzN6r1eL1wuV8Tp2vKed5HhH4BHHlggXrzvtqBm2UHjqlyLXfOejqnSTCyhPVjLurbxzoY05i2HWZYT1l8yHrisPZKVMzYaIdV5sdoyCEHIg4Px1FZ8z/w73lndvqrbYVPkoa8qeKaI68Ehp3tv4LXBk3i54KcRzxsK+TzP5an4JEEdnwYAgQKDQD9Xf1waAADGwZPMMmpW42u8M4DJ1gB2dXakGdGmwpWwqwyStYUCuGfcqAbEjlwuT7gGnDIu4+1JTIhVA/geHKpsdcw99Et1cOpCKhEd1NntdhQWFgIItA/rHspJOe+887B//35pRzfKaMiuCZpRIE/g7DJ/tqmwx+PB2cnfhmNItJoNNdg172n0Vd0O69AMQXd3d5g9ic/ni2pXwF5CJR0uuJpls+GyJpEajUaDkpISprKpqXAl72wIWebmauRNEU8illDUajVmzZrFVPxFg9wA2LOHJNAXUu02tX8nrm9/KCxFoeTEa9BHmNW1lF2HN0ofCFsqZT84kOVXuc8FH2Tozpgi6JrYkM/z/qFiCqIB7FmoSBoABAoMDk34b+Z7EUkDolkXNeYtZ5ZRtQ3PBS2xcpEsDWAHdY15y3k1oNlQg/fLHxMVWFP4GQ0aMHPgC9zQ+bBkGsB+cCDLr0WHnoPK78SALFO0X2qiER3UzZgxA8eOHQMAzJkzB3/84x9x9uxZPPvssxg3bpzkAxxNHNEuCppRYJ7AWU/t7NY/Xq8XX6rn470Q0bKUXYdXiu7BoYwFnILOR1bja7ih82HMHPgiaAn1ePEqQeanZV3bOPMW5HI5srOzJU3UP9f2GS4/EigIETsbQqokVSoV88QtqiF9kvJDkmG8KXQckyZNQnZ2tuRP02JmOMgSV15enmhBJ21+ynvfg47DULZt6hpYYpjVZT84kOVXn1wNOfwwDoqvwm021ODlgp+iMStgwBs6CwcEArJoGnDKuAwvF/w0Jg24rvUBGE9tZa6PLKPaq24JWmLlIpoGiLWZiIS+6Q2st24CIF4DyHgyMzORm5sLpVIpSgOA5OhAumgA+e4lQgPIsZOhAUajEXPtO6DzmSTTAPaDA1l+BfzI8A/ALdOI9ktNNDHl1BF/q/vvvx/vvfceJkyYgN///vd4+OGHJR/gSCdQNca9pGGvugUOdUGQT5NUVLr34Zrm+4JmAPjMPk8ZlwkyP20qXMmZt6BQKCQX9ErrR9C6eyPOGvBBgrqMjAwmqBPTMYHLiV0oYm4EJJ8l1b1a47leKYmnqwVJgm8qXAkrh6Fs98RVeD7nTljKrov5JnrKuAyvj7sPZ2asg1mWI/gJnZjUchn1Mhog4fIhodK9D1d9/bMg7SGdVEixBxtHxZqoS6x8GkC6tUgZnOQeegE5fjMq+oWZ+4aOR6/XQ6vVMgVFYj9f8RQgjTQNSJfl5Xg0gOg+6SKTCA04kbcEr4+7D52zfhBYLUvAvTteRL9z3/nOd5j/r6qqQktLC44ePYoJEyagoKBA0sGNBtR7noKcx+iU9CRtbW1lyvyJbUI0w9JoLHB9imy/GVW2OuzAtQACNxDNJ7+Byu/E1P6d2CerFHXMZkMN9mI2pk6dCvkJbnOf6aZdjPGyZ85NMY09q/E1qHxOOOXawKwBj1G3TCaDRqNJameEaMUFYn2mUl01lkrY106S+IW8H6St18DAQNjvmg012CerxMqKlZyGsmq1GoWFhXH1pO2euAr/as1DUW4RZnZ8gLn2HRhsMoHLOw4YNqmd1rEVx0Oe6okGsHuSCjUtjsYC16fQ+s0o69qGfUWB77q96hYoPnsSg3kzsb5jk2ifOiEaUG7fjXndO4cC1YWc2whh0FgJhb0j6jI3maWV8qEyElQDpCX0+uPVgCPaRTiiXYSrK66OqAHx2LH0TVmNtzsK4fV6MZ91z8PUn8Z8TKmI+1uQlZWFuXPnpn1AV11djYqKCtTW1ib1vKFVY9EgeTvR8tvY+P3+sCWYPeoLYQupCHRUrIFbpkGmf4Cz9Ju09eJKrh7f8QFTAWQ0Gpml1ond24NaLpHEciHjJ2IcKo7ahueQ4XfAo8iIOGugUCjCgjqlUhlzpwUuuAQn1opRLuLp7RgvYm8mUtx82MdgX3voEjBZMg9NWM8/uQXfPvt/KLN8kvLZDSBgaaDzmSJ+3k2z1mFARH/nsq5tkmmAXZkfpD2OijV4o/QB6PoPc86Ceb1e3jaCfBqgb3oD17c/xGgAKQir5CniYMOnAQCQ0X1Q0DI3l1WJlNWWo1kDAHHfa6mqgLl0gHz3R5oGiLnnxUJtbS0qKipQXV0taHvR74jf78cbb7yBuro6dHV1hX3533zzTbGHTAr19fXQ6/VJP6+7ci0+s0+FxWKBs709ajXa8eJVmHx2iyjDUp/PFyboB1Xz0DXhKthsNpSwtm3IrsEcWx2aOEq/PR4PZlg/xaLDn8MkWwdAx/xuytktyHT3otL6EVrwv8zr0zq2Ios1E9mYt5wxXo6GTCbjFHR71S2Qf/ZkmJO3SqVivuw5OTmcx1Sr1aKCOn3TGzj/wJ8A5Z2QVa8PE7dIT92pMBslSBFgxTqjEA985+R6nWtJyHhsM9TefmgOvQBUxz4LJBUN2qWBmbpZ6wAP9zbEpHZgYAA2iwU+ny/i0k8spsV8GtA3ZXXgu9DXF7R929Q1yG98CcdClpC9Xi8mdm/HXPsO9Jy6CYCB+R2fBuQeegEqbz/TTqkhuwbzHDtxMLsG3N/SYfg0AAgEw+o9tUFjDNUAvtk5sUGd6uBmnL/7d/DgDkyadPWY0QBAnA5ItUzLdc6RqgHse54x+uaiIQ0TLBYL732PjeiZuh/96EdYu3YtmpubkZ2djZycnKAfCjc+nw8ulytqA22St8POb4vWWDgSfr8fVquVWd46ol2Elwt+ylv6Xe38BFp3b1iF0MlzVsOuMuCg7pKg148Xr4JLoYXSO4hy+25JjJcdFWs4m3UTQdfpdIyprBi4RDD30AvIcHZDvecp0U/MqTAbJaT66T5V9FV8Fw6VAZbZ6+M6DnvWiQ3JfxP6XTucuRCvFN0j6PPu8/lgt9ujagCXaTHRAK68vGh4vd6whuPEp44ryZvMPobm3fFpgGnWOgzKsqD0DmJybx1TEEZ6vMaKpey6sDEmQgOAQJpMhrMbWfufpRqQ5kilAUBg1m+9dVPQ912sBiSi2UA8iA7qXn75Zbz55pt499138eKLL+KFF14I+hnLkGRhKapA2cnVpOKMXTRQbt+NG3t+E9VawOfzBQV1oUzurcOyrzZifEdgGaZecxHsKkNYhdCZ4uV4v/yxMKE+ZVwGjyITGp89zMcnq/E1XN/+UELtD8TAVRBgmrUuJid7SmLhW/Jyzb4Rey58Hq7ZN4bto1AoUFRUJCi3asrZLZzeU7mHXohq6xEJogFS5HdxaQC788PMgS8Ea0BoUMem3L4by77ayFhANGiXwirPRdvUNUHb8WmApew6uOUaaHz2sPct/+SWoKXZVMNXFORacDvVgTQjFg1QKpWivn/GY5uRM5R3SohXA1KNaOXJycnBlCni/ZnGAlJWgJEP1rSOrUzF2Vc5lzLLt1W2Ouh52qKIoaxrG7JcPZhydgsA4Ev1fLxf/pgo77fjxas4DUC1Dc9B5+2Pe4xkiSYRT8ORnOwpqSN0FiI0j4kIPjunRqFQoLi4WJCgk1mn0M8syX8TmgMbSqI14FDuZcwDWpV9hyQaUGWrQ5arh7GAILOP3ROF5QACQ109OFqBGY9thm5oaTYeEqkBQCBNhupAeiFUA9ifCdIaUOjESveMtTDLcoI+t/FqQKoRHdQ98MADePDBBzmrTijcjO/4AFd9/TNUuvdx/p6YJbI7OrCTq5sNNdhc8FM0KKqYoK4huwYWeS6OGq+Mq/KrqXAlHOoCnDxnddDr+Se34Hvm3/F2mWBzyriM8fEhbZX0TW/AXnULrIo8ztYtZBZPyHISSaaW2hBTymTndIDdD1bq46ZbdR7fmFQqVdB7QDpahP6dyawTACz7aiPzObeUXYdd854GANzQ+TCmm3aFnVulUkGj0Yj6zpHlXr72YMDwrDmZ1eLTANJCrEG7VBINID1lQy0giAO/EA0IbQVGTKDthvNgVeRx3iDTRQPS6XMtBYlqaZZuOsA3HvKdj6YBQKCKtV5zUaDTC48GcM0yq1SqpFZci0F0ocS3vvUtvPrqqygsLMQklus3YSx3lSi378a8nl04YrgCZzGNeX3K2S3I9PRhmeddnGrvQoHjOJpV3wAQaC1CclgyDr0AnPtbAEDv5GuwwzYl8P5yVKId0S7CoYwFKDYWQ6dS8S6tRKPZUIMzxcsD5o6s143HNkPtN8N96AUMXnRb2H6kpNxsNgcVf1T0f4Dsof16bqzDtmYddDodYDJBLpdDr9dDrVZD2/AclN5+TOvYCjOkKwNXKpWM2WgkaFAnHLEFFezxSHUT4M2FGnoyJ+LKFdTp9Xrez0OVrQ5ZPhNUh14AjD9jXi/r2gatz4SK/g/wSdaMoH2USiVvUEc04MS4q4PsS0iRwULP+1iA9yED0KRZA6IB5JxZQ96M+4oqYSm7DvX+82AymaDm0IDDmQtxOHNh3BpwRLsI5unXYn7FfGDvXub1khOvQRNFA/g8xcp73oXW2w9X71f467j7kJ+fDyB4xi3RGhDtczdag7pEec7FogNSFpJE0hP295z8v1ANqHZ+Aq3fDDWPBpACIDYkqLNarXFfl9SIDjO/+93vYt++fbjxxhtx7bXX4pprrgn6GctU2eqgdfeGLYecPGc106txom1/WG4MyWFhd3Rwu90wm82CneLZTO6tw/ftv+ecZSBM7d8Zsfiie8ZaWGQ5vF0m5HI5iouLw5aZSFslrv3YT1BkFk+ozYNQRqtQj0SkNDXmM4IlVZCxLneSWarQzytZ7hTbAohoAPv7DQwv9wJApn8AGf6BsG3IrDl7Vsvr9cJqtUatmg+FaECkfLvZrr1hBuVsiAN/JA3gu2GzG5+H7kOCOqoBox8pA8xIZtChs3NiIHnkfBow0pZhRc/Ubdu2De+//z4uuuiiRIwnYVRXV0OhUDDlwYmgIbsG8wZ24WjBCmg8w/5pZ4qXY2BgANM730afdnpgpq54FVP+fDhzIY5mX4BLyy4FGhvjHkdZ1zZohzyo9uZzGwyX97zLPIWcKQ7cuNjLSn1TVuMfzTqsKluFDAHnnNxbh8s638IRwxX4i24jrim7BlkRtndUrMG2Zh2KjEW8ZeCTe+sCsxaZi2EeMlAmkKR4k8nE/DtV1gKU1KFWB9ostbS0iN5XqVRiYOZ/YZd/DaZPnw50fsz8rtlQgz2+oX6VnZ2c+3u9XrhcrqAbFtGAE8WrgnpYHi9ejmO6C2Fo/jcW2AIzdcdZGkDOeaZ4eWDGLcSCRCxEA8p73o1Y6R5qUA4MB16mad/Ev88aRGkA+b6eOGcFDijnYuGUhUD3F5zbC9GA2a69OL95N/ZnLeHUgJKSEnR2dsLr9SZs2ZGS3hANaGtrE71vVlYWzhQvx0eG/0JFWQWnBhgN/EYlPp8PDocjakV7PNTW1qK2tlbwg53ooK60tDQlfm/xkgyfuiPaReiZdDUAQNPXF7S0dyJvCXbYpmDcuHEB7zhjSUI8bYDAE8aUtn+HeVAFjbVgBWZ0bQvygiNBXSyzHmSqen7332HJWAEg/lnbsq5tgQpFb/BNBwjckIuLi/H1118z/yaCnsi8j3TLK2GTzmNLFKTNEleHiGhir9FoMHv2bKaXNYE8MPT29kY8t9/vh9vtDnq/iQaoVCooAGRmZgbpQGPW+fhSPR9KpRLjjeMTrgFfc+SzEuo1F+F8z240ZAUHfWSJVKyxK/m+XuTegv1ZWTggolMFH3yBJzDcUqqnpycsqCPfA76q/3hI5+9ZOo8tURAN4OoQEU0DsrKyOHvWi9GAgd7qiwAAqPxJREFUgYGBhAZ1Yn3qRAd1jz/+OO666y48++yzcRuRjiaIqznJs4l1KpiLyb11uLTnrUBiNKJ74TQbarDdPBHjcscBZjPnNifylmCfrBJGgxHklhNwhn8GzfLVyPcZ8D3zn+BscgKFgXwakhNHxF6lUjGzJF8XXYXZZzZDDh8WuD5FvwRO302FK1HWtQ0NmdwNk7ny58gUvdPpTIiwk+OnYy5FrLlvo5VIYh8J8sDgr/8L5re/C/j9sJ5xw1VyKbq7u3n3Y2sAuSn09/fHexkAAukSK3q24UB2DYBLo25PNKA0r5R3my/V89FZujLIoHxi93Ys7fwXmlXfEKQBwPAS+NcY1oDy3vdwcvrSuHNW+QJPNmTGjrzXod8DqYMcqgEjByk0oKprB/q005Fva8JZ3fX4RF6WoNFKg+icuhtvvBF1dXWYOnUqdDod8vPzg37GIqqDm1Fz4IeYNbgHCoUiLFEzXsq6tkHvM2GufUfY70Ir5tjI5XJRnj25h16Abihx2XhsM/QhrU9C8xZIUKdQKNBadBkOTfhv2FUGfKlfxnntcrlc1PJIs6GGqarlIlLuTDKNOcfi03G6kYilt0rrR8jwOZDhH0De4RdRUlIS9F2SyWRQqVSBQKfpjTANiLUxORflPe9C7zOF+eoBkTVAoVAEtfSKxrSOrUzOrxANAIaLVYgGONQFODHuas6KQ7GdHr5Uz8e/Jz/EqwFA5CbwkfKwpIRqQHpAZuaksBQCAhqgdffiHNMeaD19mHx2S9j9NBU9yCMhWnE2bdqUgGGMbNR7noJ8yE/qlHEZ5zZT+3fiCvvbOGYS10AbCMxYTW0PzNQRyu27McdWBw3cjOknadpNUCqVmDBhQtjyEh+mWeuQsfcZNBevgsFggO7An+CctU5QPg0QsDY5nrsYfX19mMrxe3LjFRtoRbsRZDW+hvP31ALKOwGOKr1EQ5+Og0nFDY4sv0vJQd0lqLa8C78fcIbYfQDDvYdlMlmgVVYUDZjcW4fLut/C3szForstHClYgbKuwEzdOUOvzRz4AlX2HRE1gHx3mpqaBN10jhevwuQz/4pLA8j1c/31ZTIZSkpKqAaMAVKhAySoEzszx8dB3SWosu9Af3YZDPavYZu1DghJsSUPdyMyqHO73dixYwd+/vOfS2ZA/PTTT+O3v/0t2tvbMXPmTGzatAkXX3wx7/a1tbV46qmn0NLSggkTJuDee+/FTTfdJMlYYsW14Hb4dz0esYqrvOddpnihwSguqGs21GC3uxwymQzjh16rstVB5zPBqdAGKuaMVwIIzJ4VFRWhubmZMWMleWdZja/hhs5N2K9dig5cGXYeS9l1+PdZA4qMRZBNmiSqUCIa5fbdmP/Vx5Dn/Vi06Ea7EWgbnoPS2Q3fnqc4j02fopPLaLnBHc2+AGfHXQ6r1YqVFdwVcBWOzwO9XyecD4/bHVEDSN7pvIFdooO6E3lLsMc3CwqFggnqiPlwJA0g/yb9kLMaX8N1rU+iW7sWQF7YeU4Zl2G3uxwlxhLJNWBybx0u69gKX6MVGPe/0XdgQTVg5DEadOBo9gXomnAVVCoV1Go1pk2bFlRMAQQerub37YKv0SH6c50IRC2/qlQq/Otf/5Ls5K+//jo2btyIe++9Fw0NDbj44ouxYsUKnD59mnP7Z555BnfffTceeOABHD58GA8++CA2bNiArVu3cm6fLNyVa7Fr3tM4ZVzGLLuETv8eKVgBsywH3RlTYu7hyIaYDzcWX4vt521ifHRUKhWKi4s5l1u0Dc9B5zPhYuu/I1odeL1edHd3S5b8KZfLMdexE1muHqj3PBV1e2JKKrS1kL3qlogtfsZqj0RK4plLPCa7DwZpANdSMLFIaFdOwI3dv45fA4bMh8VqQLa3H+ObXsB66yZe2yOpNQAAZnRtg87bj+wDfxK0vb7pjYhjZEM1gJIq5g3sgs5nYjqypBrROXXf+MY3sGXLFklO/rvf/Q7r16/HzTffjPLycmzatAmlpaV45plnOLffvHkzfvCDH+D666/HlClTsGbNGqxfvx6/+c1vJBmPFPDl0pzIW4I/ae+AcfAkdD4TZnS/E9dT4xHtIrxc8FNGyCf31uH69oeY/o1c2KtugQ8yyOGP2FrI5/NJIugkOJtm2oWTJddgQF0QJLp8SyqkvZjQ1kKOijW0xQ8lImS2SqocN8J+Do9JvqCu2VCDl40/wzjPaUk04HDmwpg0wKbIA/xAztDKARdSaUCg+CrwgHZ83NUYUBfAvTC6BgCBHN9IY2RDNYASjURpwL7MxbDKc8M6sqQK0Vc3bdo0/PKXv8Rnn32GefPmQavVBv3+jjvuEHQcl8uFffv24Wc/+1nQ68uXL8dnn33GuY/T6URGRvBCQGZmJvbs2QO32x1xTdtisQT9W6PRpOSprTFvOcr73odv/v9ArVZjcu9HuKzntUCFXZMJQEVMx61o/yc0Pju8e55gbFVCcVSswcGDBzHHVoemCFYHUkEc48u6tuGj2U+i/ZwVuKDyAmYph0/Q7VW3QP7Zk0F2K2zoUgpFKGwD5OLi4oDvnATI5XIYjUYc6V807DF5/LigffdlLsb8gV3BGtD5GuRdMhw959tBnSjEIFQD3m/NwxLtCeQ3vhTR9kgKcg+9AFUMGgAEcnzVe2o5x0g1gCKURGmAQqGAVqtFo/98NOkvwtUVVyO64YhwnE4nnE4n8+/QGIYP0UHdn//8Z+Tm5mLfvn3Yty+4l6lMJhMc1BFvoaKioqDXi4qK0NHRwbnP5Zdfjj//+c9YvXo15s6di3379uH555+H2+1GT08Pp98MITSJ+v7778cDDzwgaKxS8nXuYnypqcbKipXIBjC17S1k+BwAAAWrTZhoZMP/CSxb1OJk7zUAghOnSXsxQ54BGDLuTRSRgrNIlavElJSvmloKSwF6UxgbsD8rUnYZIEEdyVcVw6GMBcxNIFQDpnVsjTmoE6oBANA9cRX+1ZqHotwiwGaL7XwCIMVXYjUAGMrxPaIKjDGk17jUGpAIPztKepAoDSAWRg6HQ5LjhfLII4/gwQcfFL2f6KCOJN9KRWjeh9/v5y2///nPf46Ojg6cf/758Pv9KCoqwne/+108+uijUUuYW1tbg8yHpZ6lC/VKEsrJc1Zj2qlX4ff7YZ21DvDEdv7G4msxrWMrfAt+hNz9f4TKb0ZZ1zY4msbjutZn4G3sh6NijeDjTe3fiSusb8PV5GY8qsTCDs5C51BT3con3psCDQopocSjAdNPvwoAcbXMSkcNIMVX6awBAGIK6qgGUBLJ3XffjTvvvJP5t8ViEVThLzqnjo3f748556KgoAAKhSJsVq6rqyts9o6QmZmJ559/Hg6HAy0tLTh9+jQmTZoEnU6HgoKCiOfT6/VBP1IHdWyvJDFf9jPFy7Ft1lN4+ZxfwlIW3ViYj2ZDDV4fdx8cFWtgmrUOZlkOmgpXIvfQC8j29otO4izveRc5IR5VhNCm6dEgSyyxeAeRVkvpJpw08XrkIsTLSqlUQq/XC/Z4JPuw82mF6sCZ4uV4f84f8f6cP/LaoQiBakByoRowchHy3YxFA6REo9GExS1CiGm0f/3rX3HeeechMzMTmZmZmD17NjZv3izqGGq1GvPmzcOHH34Y9PqHH36ICy6IXO6vUqkwfvx4KBQKvPbaa7jqqqtS9sZzEWsjc33TG1j21UacawvPKZTL5dBqtYJE0VJ2Hf6i24hmQw1Ms9bBpsgTncRJqnW5mnlrtVrMmTNHcG5CNCPWSF8wqY2cKRTiMh8pYZp0SYjHxDQW49uJ3dtx+ZGf8GqATqcT5Ic1mjSAdLGgGkCRCiHfTSk0IBWIXn793e9+h5///Oe4/fbbceGFF8Lv9+PTTz/Frbfeip6eHvzv/wr3abnzzjuxdu1azJ8/H4sWLcJzzz2H06dP49ZbbwUQmH48e/Ys/vrXvwIAmpqasGfPHixcuBD9/f343e9+h0OHDuGll14SexlpCTEwrfR+hBb8L861fYaqzh1oKlyJblmgubhCoYC+6Q3c0Pk02lUTcU7/GZwYd3VQHg47n8ZyyUZs6yzC5RWXM78n+UBWqxVFRUUwc7QSO5G3BLsc03BN2TXQhzRNJwIMRF+2EOIgPxr8jCipI1m5UWS5kARVKpUKOp0OdrtdsnNM69iKLHcvKq0foQv3Mm27jvlXYp+skgnqJnZvx5Kef6EjRg1QKpVMn2edTsd546IaQBkpJEsDyAw10QAy2cIuaEg1oqe3/vCHP+CZZ57Bb37zG1x99dW45ppr8Oijj+Lpp5/G73//e1HHuv7667Fp0yb83//9H+bMmYNdu3bhnXfewcSJEwEA7e3tQZ51Xq8Xjz/+OCorK3HZZZdhcHAQn3322agRA9OsdXAptFD5nMg/uYVpUUKsPUibrbxDLwRa+Ti/hNbdi2kdwT59xAqAzxJEJpPBaDQy/e2iPYmQmY1Yl07EtAUSA81poQDSLINlZWXh3HPPRVZWVtDr7KU/vqBOaAsuIRwvXgXnkAbom95g2naxLYjUajVmdL8DfRwaoFKpoNFooFareYM6NlQDKOlMIjWA7T0bGtQpFApkZ2dLqgHxIjqoa29v51weveCCC9De3i56ALfddhtaWlrgdDqxb98+LF48/LT54osvYseOHcy/y8vL0dDQAIfDAbPZjC1btmDGjBmiz5kqZDIZDAYD71Kxpew6eBSZyPA7YDy2GQd1l8CuMqBpqHKM+F/Z5/4AVnkujmtmw64yhCVXs/NpRjqRenomq68jZfSTnZ2N888/P2w5kWv5P1TYxSCTyaDVank14JRxGTzyDGT4Hcg99AKOF6+CVZ6LIywLIrVajcH5/0M1AFQDKNIRSQO4Ugf4Gg2kmph86v7+97/jnnvuCXr99ddfx/Tp0yUb2GhEJpMhPz+f17IFGOq9eHYLLDPW4mj3OPRMuhpGoxHyxkZmG8+cm/B+ZxEsFgsKCwsDNxe3m/k9sQKYZJjEYWYQgH1jkrr5uJTE2i+WMjbhm7mRckZHiqAuUtV1U+FKTOvYisFZ63DKU4HPPRWYNm0a5CdOMNtIoQHA8Cxaf38/1Go1SkpKYno4TyRkhYJqAEUIydAAYLgwqq2tTZLjSYXou/iDDz6I66+/Hrt27cKFF14ImUyGTz75BNu3b8ff//73RIxREqqrq6FQKLBhwwZs2LAh1cMBMFyF19TUxLx2yrgMe3yzsHDKQqD7C6Z/65EjR4L20+l0zI1hYvd2TG1/Cw3apQCEPZmzb0ykGbpvz59xffuTOO5fhSb9RVJeKoWSFPhys6TI2SI3Ba1WK9nNgWhAS0sLvF4vgEAV6z5ZJWrKaoDGRiYH9uTJk0H7xasBwPBsg9VqDfS2NO1CWeeTOC6jGkAZmYw0DYhGbW0tamtrGX2Ihujl12uvvRZffPEFCgoKsGXLFrz55psoKCjAnj178I1vfEP0gJNFfX09Ghsbkx7QEdGebv4Y662bYDw1nPsST54Km2kdW6EdSq4myGQyFBUVBc0mkBsB39JPtPZckZZBKJTRDrkp6PV6UYJONGBK3w7c0PlwUN/lVGhApFlGqgEUCj8kqBOrAfGwYcMGNDY2or6+XtD2MfmAzJs3Dy+//DL27duH/fv34+WXX0ZVVVUshxr1ENGe0f0OcvxmlJzg78sYK8eLV8GuMuCg7hLmNZlMhuLiYs6gji+p0151C6yKPN48HDKjF2kZRCr7AblcjqKiorTLV6BQxEI0oKxrW1jRg1SI0YBIQZ0UGiBVrhEp5kgnuyoKJd2h35Yk0VS4EmZZDtqmRnZ0J4nZYvJ1ThmX4f3yx3A0O7yAJavxNVzX+gDT5FuhUCAnJ4fz+I6KNXh93H1Mg3AAcLvdaGlp4S0TDzVyJcePJ6hTq9XIz8/H+PHj0zLPj5I60q3aMdL3KRSuogcuyIORmM++GA0AAgETlwcXlwYAgT6Ura2t8HjCW95waYAUObparRZGozFt/taU9CBdNSBdxiM4qJPL5VAoFBF/6A2Yn2ZDDf6i24juiZHbAPHdJM61fYZlX22E6qA4k2dtw3NBbvJig0YS1AHg/CJJtXzEJpntg9JNICiRSTcXfzHfp1PGZXil6B6cyFsS9ZhcNwmpNAAIBHV6vV7w99blcqGtrY3TmiQRGgAk1/yV6sDIIV01IF0+O4KjsH/961+8v/vss8/whz/8IeaWYZToVFo/Qpa3H749T8FduVbwfvaqW6D47El4q26Ja1qWbTY6mqCmp2OTZFXISUmqNUDI0utIherA2ITMMrMrWNNZA4QgOKi75pprwl47evQo7r77bmzduhXf+c538Mtf/lLSwY1l9E1v4Pr2Z9AsXw2VqhJNhStR3vse5AtuF3UcR8UavN+ah8srLgdXQ5/QDzDJZRNTps1VwUdeT2XDbgqFD3ITD7UW4Xs9VUzs3o6l7VtgP3XLiNEANmJ7xFIoyYTMMnd1dQW9lk4aIJaYHtza2trw/e9/H7Nnz4bH48GBAwfw0ksvYcKECVKPb8ySd+gF6Lz9mNaxFSqVCj2TrsbH855mntBJe594k4hD+9TK5XJBXSbY8C2/0KCOMppRHdyMxftuw/iODxJyfNI5Qufth+HIX0ekBtCgjjKaSbQGxIIoNTCbzfjpT3+KadOm4fDhw9i+fTu2bt2KWbNmJWp8klFdXY2KigrU1tameiiCsM/9AQbUBWg+ZzXn7yP1bEwlQi0PRvoUN2V0EM/nUL3nKWS6ejDl7BbpB4bhzhE2RR5Ms9aF/T5dNQAQ9r5SDaCkA+msAUDAp66iogLV1dWCthcc1D366KOYMmUK3n77bbz66qv47LPPcPHFF8c80GSTDJ+6SHk6RUVFkMlkUCqVYU+uJNGSXWjiqFiDXfOexpni5QkbbyTkcjk0Go1o13yhHSDSLdmVMjbh+xyGVnRy4VpwOwbUBTjJevCKpAElJSWQy+W8tj9cViCOijV4o/QBWMqui+MqY4NoQCwFcEJulFQDKOmA1BogNWJ96gR/W3/2s58hMzMT06ZNw0svvYSXXnqJc7s333xT6CFHHXzFBGRp4quvvkJmZiZnUJdOJdFAYEyxBHUUymiAfGdbW1t5t3FXrsVn9qkAgPyh1yJpQElJCQ4ePIiSkhIMDAzwBnU9PT1SXUZcEA1IJ12iUJIFV75dKGwNSJfkM8FB3U033cRrWkuJjkqlQkZGRlIEUqlUIiMjI+ITttRLH1xVRFIcky7PUEYTJF8tUrAoBUI0gASR6awBUo+RQhntCA7qXnzxxQQOgyIlarU6agAptUWJRqPB1KlTkZWVJelNgtoMUCjiEaIBUluUJEIDRrONCoWSCGhHCQoDqVbNO/EvLPtqI6o8+0Xl09AcGcpoY6z1OuXSADHXTjWAMhoZSatGNKiTgET/wSMlbJLlCSn6IxJB13/5F2S5elDR9/6I+BBTKIlArVZj2rRpmDp1atQgJdEaQGasqAZQKMmDfK+zs7NHzMMKDeokQMjTabRG2pEgQR171oydayJF82w29qpbEl7RIyUj6SmKMnIQM+sU6vXGtw3VgMRANYCSCEbizPOYadZaXV0NhUKBDRs2JNTWhI94BJ0LpVKJkpISUa7XQhOZHRVr8LmnAsBwVV+8JFJ0aYsfSqoQk8ifLhog5HvI1gCpqvqoBlBGI4ku5qmtrUVtbW1Qt6ZIjJmgrr6+Hnq9PtXDSClCSrQTeW6hokufuikjhZGWyJ/KFkhiAy+qA5SRQKI1gExEWSwW5OTkRB9PQkZB4SXVQpXM88d6LvrUTRnNpFoDkjmGeM5DdYBCEQ8N6pJMqE2HWq3GlClT4Pf74xJYlUqFadOmQavVwm63826XTKGkokyhhJNqDQCS992kGkChJBca1KUYjUaD6dOnA0BcSyIZGRmYN28edDod3G4307XC5XJJNVQKhZIAqAZQKBSpoEHdKIQkZJOn/tC2ZEKgTu4UyshFag2ggSGFMjKgliZphJAGwrEcMxZBJ8mfNKijUJJHOmrASCkCoVAoNKhLK0h1qtAuDnxJyOmQiE2hUMRDNYBCocTDmAnqqqurUVFRgdra2lQPRTB8LYpCXa5Dfz8SDRMpFEo4fLNsVAMolLFBbW0tKioqUF1dLWj7MZNTN1J86thP2OzlD3ZOC60oo1BGL6GzbFxBHdUACmVsINanbszM1I0UiFjTZRMKZWxCZ9koFEqs0KBuFJDI/BnVwc04f/fNUB3cLPmxKRSKNCQ6h47qAIUyMqBBXZJIRt/DeJ/sucao3vMUMpzdUO95Kt5hUihjmpGqAQDVAQplpJDyoO7pp5/G5MmTGePMjz/+OOL2f/vb31BZWYmsrCyMGzcO69atQ29vb5JGGzsjYUmFa+nXteB2DGqMcC24PYUjo1BGPiNVAwCqAxTKSCGlQd3rr7+OjRs34t5770VDQwMuvvhirFixAqdPn+bc/pNPPsFNN92E9evX4/Dhw/jHP/6B+vp63HzzzUke+cgh3tkBd+VafL7oz3BXrpV4ZBQKJRlIMUNIdYBCGRmkNKj73e9+h/Xr1+Pmm29GeXk5Nm3ahNLSUjzzzDOc23/++eeYNGkS7rjjDkyePBkXXXQRfvCDH2Dv3r1JHnnyiVWYR8LsAIVCiQ7VAAqFEo2UBXUulwv79u3D8uXLg15fvnw5PvvsM859LrjgApw5cwbvvPMO/H4/Ojs78cYbb2DlypVRz2exWIJ+nE6nJNeRLKgwUyhjG6oBFMrYwel0hsUtQkhZUNfT0wOv14uioqKg14uKitDR0cG5zwUXXIC//e1vuP7666FWq1FcXIzc3Fz84Q9/iHq+0tJS5OTkMD+PPPKIJNdBoVDGJrRrA4UytkmkBjzyyCNBMUtpaamg/VJeKCGTyYL+7ff7w14jNDY24o477sAvfvEL7Nu3D++99x6am5tx6623Rj1Pa2srzGYz83P33XdLMv5EQW8YFEp6k4yZM6oDFEr6kkgNuPvuu4NiltbWVkH7payjREFBARQKRdisXFdXV9jsHeGRRx7BhRdeiP/3//4fAGD27NnQarW4+OKL8dBDD2HcuHG859Pr9SOiowSBOsZTKBSqAxTK2ESj0cQULKZspk6tVmPevHn48MMPg17/8MMPccEFF3Du43A4IJcHD1mhUAAIzPBRKBQKhUKhjFVSuvx655134s9//jOef/55HDlyBP/7v/+L06dPM8upd999N2666SZm+1WrVuHNN9/EM888g5MnT+LTTz/FHXfcgQULFqCkpCRVl0GhUCgUCoWSclK2/AoA119/PXp7e/F///d/aG9vx6xZs/DOO+9g4sSJAID29vYgz7rvfve7sFqteOqpp/DjH/8Yubm5uOSSS/Cb3/wmVZdAoVAoFAqFkhakNKgDgNtuuw233XYb5+9efPHFsNd++MMf4oc//GGCR0WhUCgUCoUyskh59Ssl/aAVdxTK2IZqAIUyMhkzQV11dTUqKipQW1ub6qGkPdTklEIZ21ANoFDSg9raWlRUVKC6ulrQ9ilffk0W9fX1I8rShEKhUCgUythmw4YN2LBhAywWC3JycqJuP2Zm6igUCoVCoVBGMzSoo1AoFAqFQhkF0KCOQqFQKBQKZRRAgzoKhUKhUCiUUQAN6igUCoVCoVBGATSoo1AoFAqFQhkFjJmgjvrUUSgUCoVCGUlQnzoeqE8dhUKhUCiUkQT1qaNQKBQKhUIZg9CgjkKhUCgUCmUUQIM6CoVCoVAolFEADeooEVGr1Zg0aRLUanWqh0KhUFIE1QEKZWQwZgolKLGh0WgwadKkVA+DQqGkEKoDFMrIgM7UUSgUCoVCoYwCxkxQR33qKBQKhUKhjCTE+tSNmaCuvr4ejY2N2LBhg6THdTqdeOCBB+B0OiU97khhrF8/QN8Dev1j+/oB+h7Q66fXn6jr37BhAxobG1FfXy9oe5nf7/dLPoo0ghj2mc3mhJgPJ/r46c5Yv36Avgf0+sf29QP0PaDXT68/0dcv9BxjZqZOKMlano3lPOm8TzLOkc77xILY84z160/WPmP9+mPdJxnnSOd9YiFdP8+j6fqTuU9anMM/yjGbzX4AfrPZLGj78vLyhB4/1vOk6z5j/fr9/uS9B2P9+pO1z1i//lj2ieU9SNdriWWfdP4MjPXrT8Y+ybh+oecY9ZYmXq8XAHDmzBlB06IulwtnzpwRfHyr1QoAOHv2LCwWi+D9xJ4nXfcZ69cPJO89GOvXn6x9xvr1x7JPLO9Bul5LLPuk82dgrF9/MvZJxvWT45KYho9Rn1NXX1+PBQsWpHoYFAqFQqFQKHGxZ8+eiJWwoz6o6+/vR35+PlpbWwXN1FVXVwuuMgEC0XNpaang48d6nnTdZ6xfP5C892CsX3+y9hnr1x/LPrG8B+l6LbHsk86fgbF+/cnYJxnXT87R19eHvLw83u1G/fKrQqEAAOj1ekFvtkKhiKl6Rejx4zlPOu8z1q8fSPx7MNavP1n7jPXrj3UfQNx7kM7XMpo+A2P9+pO5T7KuPxK0+jUEqX3spDxPOu+TjHOk8z6xIPY8Y/36k7XPWL/+WPdJxjnSeZ9YSNfP82i6/mTukw7nGPXLr9SnLrGM9esH6HtAr39sXz9A3wN6/fT6qU/dKEGj0eD++++HRqNJ9VBSwli/foC+B/T6x/b1A/Q9oNdPrz9drp/O1FEoFAqFQqGkMXSmjkKhUCgUCmUMMWaCuurqalRUVCSt/QmFQqFQKBRKPNTW1qKioiKiNx0buvxKoVAoFAqFksbQ5VfKiMHpdKKlpQVOpzPVQ6FQKCmAagCFIg00qKOkHJfLhZaWFrhcrlQPhUKhpACqARSKNNCgjkKhUCgUCmUUQIM6CoVCoVAolFEADeooFAqFQqFQRgE0qKNQKBQKhUIZBYyZoI761FEoFAqFQhlJiPWpUyZ4PGlDfX099amjUCgUCoUyYtiwYQM2bNjA+NRFY8zM1FEoFAqFQqGMZmhQR6FQKBQKhTIKoEEdhUKhUCgUyiiABnUUCoVCoVAoowAa1FEoFAqFQqGMAmhQR6FQKBQKJSm8+OKLkMlkaGlpibjdd7/7XWRnZydnUALZsWMHZDIZduzYkeqh8EKDOgqFQqFQKElh5cqV2L17N8aNG5fqoYxKxkxQR82HKRQKhUJJLUajEeeffz40Gk2qhzIiEGs+PGaCuvr6ejQ2NmLDhg2pHgqFQqFQKGMSocuvhMOHD2PZsmXQarUwGo24/fbb4XA4grapra3F4sWLUVhYCK1Wi/POOw+PPvoo3G530HZLly7FrFmzUF9fj4svvhhZWVmYMmUKfv3rX8Pn8wVte/ToUVxxxRXIyspCQUEBbr31Vlit1riuPRY2bNiAxsZG1NfXC9p+zAR1FAqFQqFQRg5utxtXXnklli1bhi1btuD222/HH//4R1x//fVB2504cQI33HADNm/ejLfffhvr16/Hb3/7W/zgBz8IO2ZHRwe+853v4MYbb8Rbb72FFStW4O6778bLL7/MbNPZ2YklS5bg0KFDePrpp7F582bYbDbcfvvtCb/meBkzbcIoFAqFQqGMHFwuF3784x/jjjvuAABcdtllUKlUuPfee/Hpp5/iwgsvBAD87ne/Y/bx+Xy4+OKLYTAYsG7dOjz++OPIy8tjft/b24t33nkHCxYsAABceuml2LFjB1555RXcdNNNAIAnnngC3d3daGhoQGVlJQBgxYoVWL58OU6fPp2Ua48VOlNHoVAoFAol6fj9fng8nqCfUL7zne8E/fuGG24AANTV1TGvNTQ04Oqrr4bBYIBCoYBKpcJNN90Er9eLpqamoP2Li4uZgI4we/ZsnDp1ivl3XV0dZs6cyQR0oedOZ2hQR6FQKBQKJem89NJLUKlUQT9slEolDAZD0GvFxcUAAjNuAHD69GlcfPHFOHv2LJ588kl8/PHHqK+vZ4oiBwYGgvYPPR4AaDSaoO16e3uZ83CdO52hy68UCoVCoVCSzqpVqyIWAHg8HvT29gYFYh0dHQCGg7MtW7bAbrfjzTffxMSJE5ntDhw4EPO4DAYDcx42XK+lG3SmjkKhUCgUStIxGAyYP39+0E8of/vb34L+/corrwAIVLICgEwmA4AgixS/348//elPMY+rpqYGhw8fxsGDBznPnc6MmZm66upqKBQKbNiwgdqaJAmn04n29naMGzeOehJRKGMQqgGUeFCr1Xj88cdhs9lQXV2Nzz77DA899BBWrFiBiy66CECgeEKtVuO//uu/cNddd2FwcBDPPPMM+vv7Yz7vxo0b8fzzz2PlypV46KGHUFRUhL/97W84evSoVJcmmNraWtTW1sLr9QrafszM1FGfuuTjcrnQ0tICl8uV6qFQKJQUQDWAEg8qlQpvv/02PvzwQ1xzzTX4/e9/j+9///v4xz/+wWxz7rnn4p///Cf6+/vxzW9+Ez/84Q8xZ84c/P73v4/5vMXFxdi5cycqKirwP//zP7jxxhuRkZGBp556SorLEoVYnzqZ3+/3J3hMKcVisSAnJwdmsxl6vT7VwxlTWK1W7Nu3D/PmzYNOp4t7OwqFMrKgGkChSIPQWGbMzNRRKBQKhUKhjGZoUEdJOS6XCyaTiS7RUChjFKoBFIo0pDSo27VrF1atWoWSkhLIZDJs2bIl4vZvvvkmLrvsMhiNRuj1eixatAjvv/9+cgZLSRhE0G02G1paWuB0OuM+ptPplOxYFAolsVANoFCkIaVBnd1uR2VlpeDkw127duGyyy7DO++8g3379qGmpgarVq1CQ0NDgkdKSRROpxNtbW3w+XzweDySJVXTBG0KZWRANYBCkY6UWpqsWLECK1asELz9pk2bgv798MMP49///je2bt2KqqqqiPtaLJagf2s0Glpinwa4XC5G0JMFl80CtV6gUFID1QAKJRyn0xk0yxwaw/AxonPqfD4frFYr8vPzo25bWlqKnJwc5ueRRx5JwggpUiPFkgrXEzx9qqdQRgZUAyhjgUceeSQoZiktLRW034gO6h5//HHY7XZ8+9vfjrpta2srzGYz83P33XcnYYRjg2TmrvAJL82foVBSB9UACkVa7r777qCYpbW1VdB+Izaoe/XVV/HAAw/g9ddfR2FhYdTt9Xp90A+dXo8NLuFMhyfcdBgDhTIWoBpAoSQejUYTFrcIYUQGda+//jrWr1+Pv//977j00ktTPZwxRSKEU6n8FONLa2Gxvi3ZMSkUSmKgGkChpC8jLqh79dVX8d3vfhevvPIKVq5cmerhUCRAqfoPVCoLzObXkn5uMutAn+4plNSRSg0AAjrQ2toKj8eTkvNTKFKR0qDOZrPhwIEDOHDgAACgubkZBw4cwOnTpwEE1pRvuukmZvtXX30VN910Ex5//HGcf/756OjoQEdHB8xmcyqGT4kTIqQu5yVwu/XIyVkj6fE9Hg9aW1sj5tgkY8mG5vpQKNykgwYAAR1obW0V3DRdLFQDKMkipUHd3r17UVVVxdiR3HnnnaiqqsIvfvELAEB7ezsT4AHAH//4R3g8HmzYsAHjxo1jfn70ox+lZPyU+CBC6nSejzOtG6DXXSVYhIXg9XoDN4wUz8LRXB8KhRuqARSKtKTUp27p0qXw+/28v3/xxReD/r1jx47EDoiScogIl5aW0mIWCmUMQjWAQomdEZdTFyvV1dWoqKhAbW1tqodCodDlGApljEM1gCKE2tpaVFRUoLq6WtD2KZ2pSyb19fWCS4IpiYE6tg9DlmMMBsOYfy8oYweqAcNQDaAIYcOGDdiwYQMsFgtycnKibj9mZuooqYfmlVAoYxuqARRKYqFBHWVMkSzrArq0QqGkJ1QDKKMZGtRRxhSJti5gn4fOSFAo6QfVAMpohgZ1FAoAt9sNk8mUVgJMn/QplOTh9XphsVioBlBGNDSoo8TMSOvGQJZduJ7Q0zGoo0/6lJHASOvG4HK5YDabw3TA6/XCbDan1feNagBFLDSoSxNG4hPZSBIcp9OJEydOoKWlJeHLLkDgvUm3IJGS3oxEDQCSt5wZL+T9tdvtsFgsSRkvMVKmOkBJFmMmqEt3n7qRFCABw0Iu5uk81kCHiLHFYgk6J99NkGtGTsiNx+fzoa2tjfOmKvaGS4M6ilhGogaIHa/UGsD+HfuYfBrQ0tICt9vNex6/3y+ZBgDp09GCMnIR61M3ZoK6+vp6NDY2YsOGDakeStoiRrRCgyShfVZjEXQixna7nRHI1tZW2Gw2zptKrDMHJKjjGt9Iu+FSKLEiVAe4vhPkNb59pdYAp9PJOw6qAZTRwIYNG9DY2Ij6+npB24+ZoI4SnWiiFSl3JplPpPTpl0JJHJF0IFr+XLICH6oBFAo3NKijCEbI02+0J/VkkozE55GaB0WhxILQGbB0mdWiGkAZa9CgjiIp6SLmQGApRaxFAZkBIAIdrcI32vW63e6YKgNHWkUhhcImXXQgHTTA6/Wira2NagAlKdCgboRDnxKlxefzBS3rsAVbSN5gKCSoE5vbM1IqCimph2qAtEitASSooxpASQY0qBvhpMsTcbrAJ4R83lSRYD8pu91u9PX1cb7XsQg9hSIVVAPCcblcYbYlpEgjUvVrKEI1gByfBteUVEODOsqoIlJQZ7FY4PP5YjqW2+3m9baiSdsUSnpBHuLY3/dYgjqhGkC2pcE1JdXQoI6SMLq6/gGv7y60tb0a1R9qpBOah0OIdiOgUEYzff1b4PXdha6uf8DpdKKtrU3Ug9VIIpJdSzq2IKOMTsZMUJfu5sOJINW5Nm3tzwPoRWfni5xBndAlUSFP2LE8hUsJ32yd2+0WveybCFL9WaCkjlT+7Xt7NgPoRVv783C5XGFBnZQakOpWfx6Ph/f8Pp8v5S3IqAaMTKj5MA9j0XzYZrPhwIEDsNlsKTl/ybjvATAgN/e/OMWOLImq1bsxvrQWFuvbnMfhEvTQirJUB3XJIB5RpktDYxPSHu/48eMp+dsbCtYCMKDQeFPEtIhYNYD9IJXqoC4ZUA0Ye1DzYQpDqltVFRZ+Cwr5o9Bqr4TJZOItzc/M2gmVygKz+TXBx+arKHM4HGhvbx+VwR0VZYpYUl1BmZ+3Ggr5o9DrV6G1tZV36TVWDeCaHXc4HPjyyy9TPjueCKgGUKJBgzqKaGIt0edjwLEEbrceGs1MKJT3QSbfFfuxBgbQ19cHheIT6PS/gk63n/md3++HzWaTbNxc/SUplLFArN5rfEipAQ6HAy0tLcjW7Ude/qNBGuDz+dDd3Q2/3y/FsKmXHCXtoEEdRTRigjqPx4OOjg7eJ3Sdbj8ys3bCbFoEp/MwZLI+yOUfxD3GzKydkMtNyMndzbzm8/lgs9k4x2Kxvo3xpbVQq3eH/Y6PVM+CUCipQqwGRNo2URpgMOyBQhGuAd3d3ZwaoFR+iomTnqUaQBnR0KCOEpVojuqR8Hq96OzsDBNRUgmXk7ubEd6cnDXw+/Ph8y3nPZ5MvgsZmQ9Cqfw04nkHHEvg8+XCbFoU9ju1ejcUyvvQ1fUP5jWz+TWoVBaoNR9JltAs9axAMqFJ1RQ28WoAV1CXaA3o7V0Ar5dbA/Q5DcjIfDBIA5Sq/0iuAV6vF1ardURW/FINGJnQoI4SldA8DiJU8Tydkkq4/v6FjPDqdVfB63kIft9i3v3k8g8gl/dDqfpPxL6Og4MLYbXcC6t1btjvNBkfQSbrG6rODZCTswZutx4DjiWSWQ9EmhVId2juDoVNumoAOQ5XkZTZVIn+vrs4NSAv7wvI5f1BGuBxXyq5BkjxPqUKqgEjE2WqB0AZefh8PlitVmRkZAAIeFEplM8PPV3PFnUsi7kKclkNrFYr5+9Dva18vuWQyd6Hx31pTH0dAcA5eAkyMncMVecG0Ouuwr69Wuh0OgDcYxF8/Ah+XE6nE+3t7UPnoVBGJkQDyOdYJt8FufwD9PV/D0C5qGPFowFy+bCViJjiqP7+hSgo2BukAR7PhWhrm4zc3FxIoQF8y7JUAyiJZMzM1I0Vn7pET5nL5Lug0/8K+pwG5rXens1x5cF4vV44nU5OUQ71tvL7FmNw4H54PBcGbdfXvwXjSn4Pl/vDqOdzuRbB5XwQTuf5ggJCr9eLjo4OwcuoZMxc29OnX0qiSYUGyOUfQCbrG/KlE48UGjAw8B7GlfweAwPvRT2fxVwFu+0+OJ3nC3qfYtEAvmpfqgEUMVCfOh7Gik+dGMEQK/4BwX0PcrkJeXlfMK8bCtZGzYOJhN/v5xV0LriWNHp7NkOpNMPleot5jXhf9fVv4TyG0NZefHmBIx2aMzM6SYUG+HzL4ffnD/nSiUcKDbA7/gml0gy745/MaxkZX/BqgM/nG/MaAFAdSHeoTx0lKk6nE01NTTh27JgoU1K3243+vkD+S3//Qub1/LzVUfNghCKT7worYgiFLP2wBdZQsBYeTw7U6quZ1zQZH0GlskScPSBtjNimp36/H21tbQl7kibVgKm2QRhpMwb05iMd5L3s7e0VZVDOpwF+32J4PQ8hP2913GMTowHsoE6bdS08nhxos65lXiP+d9FmELu6/oGMzAeDZh/dbnfCKlvTRQOAkaUDVAOiQ4O6MYjL5UJzczNOnTolWrCs1rno77sLFnNV3OMgFgKZWcNPIGQZh53ALIT8vNVob7sDatVlAIba8pgugNutjzh7QNoYsU1PfT6fpEFdaKWdy+XCsWPHEiaio1X4RtLNJ90h7+XAwIBog/J01YDMzCvQ3nYHMjOvYF6z2y6G26VDbt4NEfdta38ecnl/0OyjlEFd6Iyh1+vFmTNn0N/fn5DPM9WAsQsN6igp+6IQC4Fs7bDRKFnGIQnMLpcLVqtVtC2Iz+dDV1c5TrXcGnH2gLQxyslZE8slCCK00o69dETeeynFlwofJRbisS2JlURqAAA4HNVobLwJ2qwVEbcrGfc9+Hx5QbOPUsI1Y0iq9+12O9UAimSkNKjbtWsXVq1ahZKSEshkMmzZsiXi9u3t7bjhhhswY8YMyOVybNy4MSnjHO0IEQBiIiyl5xqxELDZh5dtyTJOYeG3mLEl0ueJaWOkuwp+vx92uz3oGqWwJOjvXwifLy+o0o4wEsR3tD71U4KJ9lkcrRoABFoaDg7cD7NpTkI0gHTM4Fo1cLvdaa8BANWBkUJKgzq73Y7Kyko89dRTgrZ3Op0wGo249957UVlZmeDRjU08Hg9aW1vDvrh8icKhxqJimmp7PBfiVMutGBxYAI1GA5VKJd2FsHC73bzVqGx8Ph+voEe7oXi9Xl57FYu5CoMD9zM3KWB4SZYrgTvdSETgSW8Q6Qvfd5hPA9xuN8xmM6MBYvLF0lUD2NfIlcPLd47BwUHOYo/BwYU407ohaNWAFHKx83nTGal1gGpAYkipT92KFSuwYkXkaXE2kyZNwpNPPgkAeP55cfkWFosl6N8ajQYajUbUMcYCpCq0tLRU0PtDckPsdjtyc3ODbghqtTpo24DlwKvo6x9AdvaNzOsKhSItBD0efD4fY4Qcet1cBJZkyXLMwwkbV7IhHlzjxo2L+PkhNwiDwUC/h2mGmAczsr3ZbIbH44Hb7WYe9Li+B4FA5j/o63enRAMSOdsXKajjQpPxEeRyy1A+7+iZpKAaIA1OpzMo4A2NYfgYMzl1paWlyMnJYX4eeeSRVA9p1CB0eYJYDgjxsiJfeDGGokLIyT0Inf5XUVsMJRqyJBvNAoIE2ewvdyLy8KRiJCwnU6SHzGZF+74KqUgnJEoDMjK+EN3jNRE4By+B262Pms9LNWBs8sgjjwTFLKWlpYL2GzNBXWtrK8xmM/Nz9913p3pIKSGS03miIZYDQrysEiXoBsMeyOUmpsUQwWJ9GxMnPYu8vC8j7s8lsFyQqr6MjC84f0+WZKNZQHD56VHRpMQLX2utREMCmVRqACla0GR8FPS6Uvkppkz9k2QawGXSzMblWoQzrRug110l6HxUA8YWd999d1DM0traKmi/MRPU6fX6oJ+xON3rdDpx4sQJtLS0pCSoI5YDQgIZITk5kVzo+ejtXQCfLxce96VBr5vNr0GlssBQENngUahhKanqy8zaGXE7rqUuEnj7sRMZmQ9CJt8V4QgUinBIHpPdbk9JUEcCGSF+duS7EWmMpNODmGVVUrTgHLwk6HXynZVKAwI9aoNNmrmgGkDhQqPRhMUtQhgzQd1YI7S1DnktdJZOaADFhVq9GxmZD0q+jBFafMGHWBf6nJwDMBj2wDl4SViLoZycNXC79ejtEdaKJRrs5uAAfwcLLkG32Ww4dOgQFIpA4/JY26+lCr5iG0py4fq+c81+xevLSGa5+WakYkVIUOfz+STr9EC+s1JpgM+3HD7fsEkzn6k51QCKlNCgbpTCFdRxwRdARcvZCFRv/gtyeX/YMgb7GOyquNDfxeo9FQtK5acoLNrOuewCAHrdVejvXwhDQT1ycg7EfT6mqm8wIOhiWhK5XC5YLBY4B2vg8+XF3H6NQJ76owXuUlWjiWnBRkkcXEEdF3xBnTANeBD9/S9ApbJwzkiFVsaGHj/ZGjBx0rPI0n7AqQMez4Xo7V0AQ0G9JAGq37cYVsu9jEmzmOCZagAlVlJa/Wqz2XD8+HHm383NzThw4ADy8/MxYcIE3H333Th79iz++te/MtscOHCA2be7uxsHDhyAWq1GRUVFsocvKV1d/4DX9yy6um6FThfuZ5YM+vq3QKF8Hj7fcrhcs5nKJC7y8r6ATOaH3y+Dc/CSIYH/EyzWtQByAAwLk06nAxBc/Zqft1qw95Q+pwF5eV+gq7seCuVBZGZNwMRJJ+HxTES+oQUWqwJZWd9mtjcYDsFofBmQVcNmnQsgsLTCHi/fNalUVuQb9sDtCs5zCSRX1w0t217KuT+bwA3kfTgHawDMiLo9wel0MpW6AwMLYLFUITc3V/D+XJCbO/sc7e3tzN+FvV2kv7nUkKf5qVOnjsl0iFDSQQOAwMzbuJKX0NdvhtlUGVED5HILZDIdXC49+vsXwmJ9Gwrly1D6lgGogdvthsViQX5+PhQKRVD1qyQaMJRGMb70PxgY6AdgDNre4VgCYAKAgAbI5Rb4fJlwu/XwuC9BaLGtwbAHKpWVM0AVqwFAYDVj4qT/iNYBt9sNp9OJgYEF8HovgsvlElxZzwWfBowbNy5sO6oBI5uUztTt3bsXVVVVqKoKPMnceeedqKqqwi9+8QsAAbPh06dPB+1Dtt+3bx9eeeUVVFVV4corr0z62KUm0G2gV1BrnET5+/T2bIZM1idoqj9QvZkLt+s6uFyLmK4JJtOrvGX9Yqpf2QSCLQscjp2QyfqgUh2ESmVBRsYhqNXWoBZfAFBYtB8KpRkGwx7mNbK00tm5DC7XIt5rcrl06OtdEPY7vuRqPkJz6oh7fKQnV5Lz2NraCp/Px9nfUgrSJcmaPs0Hkw4aAATyS5VKc9j3KhRSwZ2buw6nWm6F2TQHfX1/g0zWB6XqP7BYLGE6IKb6lQ2fBmgyPmKOaXf8M2x7dqcKogEO+3KcarmVUwd6exfA5dJxdpYQqwHs683M2sl8n6NpQEtLCxwOB5xOJ3w+nyDtEAvVgNFLSoO6pUuXwu/3h/28+OKLAIAXX3wRO3bsCNqHa/uWlpakj11qAt0GDJxdBwjkC2+z2RLyhTQUrIXfn8871R946gxUdFrMVbBa7mVy03p7F8Dt1sPtWoaBgQHOoE5M9Sub/v6FcLv1yMpaAr8/H253JdxuPQYHZ8Hl0oVZAnR1zoXXk4NeVnDm8VyI5pO3wGwK+EFxCaXFXIXjX6+H2TwnbAxcydUulwtO5wdBeYWkX6TLeUlQTp3P54PFYom4/EGephPppUUJJ11MUIVoADAc/B8/fjwhN8OcnDXweHI4rTZCNWBw4H6metPn88Fuuxhebw4GHEtgNpvDdEBM9SsbPg1wDl7CHFObdW3Y9uxOFaEpEVwaYDZV4vjX6zn72kbSAIXyXgwMvMe8Rpa9ydgGHEvg9/thtVqjakAiKn4pkUkXDZCClC6/JpPq6mooFAps2LABGzZsSPVwwigs/BZaW6egsHAe5++JkLe1tWHmzJkJGUN+3mqcaZ3C+3tilimX70ToUoLZVAmzqRLF45pwbvk2WKzyoCVRIFD92thoxOzzLhc1Lou5ChZzFS699FIcNx/HgMOO7u5uZGdno7OzE2XTg5dKe3tnQalcBsh2YeKkZ2GxDgIIvi6+ICsv70sUGPfC77scwPygZdRTLbfCaDQySzYulwtqTeA9CTy9z2CCOqfzfHSfmTq0dGoKOgfp+SrlDBzfcspIRKh5qdht+UgXE1QhGkCWzYXaG8SCXncVDh7IwbSpF8NsCj5PJA0AgIGBBWhvL0Nx8TGML60dWhLNY37vci1CR8cMVM5eKWpMfBpgNAaWWzs6ZuCckoUA9jHb9/fNRvG4JpRX/BUDA14A5wYdkz1zxl7WJBoQ0I1zg5ZQ+TRAJiMzhWuYjhperxdu9yKcPTttSAd6mXN4vV7YbDZJ8wmpBox8DeCitrYWtbW1gu8XY6ZQor6+Ho2NjQkN6IRG+2KeCtizc1L6y5G2VnyzQpxl9oPBs09cZGt3cS6JpoJAfoxF1FgMBfVQqSyMjx17GVWf0wCd/ldB9gJm0yL4fLm8eXrE6JTtV+fz+ZilFT70OQ3Iy39UcMJ2uiynSEHotURqNJ9u151oDZDyWn0+H7q7u3kDi1g1ABheqmQviaYCokdixkE0gOgGewmVXwPygmYK2ZDvck7uQeY1r9cb1o4sbByGQ8jLf1Swu0C6fRfiYSRrgNRs2LABjY2NqK+PbLVDGDNBXTIQ+uFibxfpwyrkmIHk6rvQ1fUPUWP1+Xyw2Wy8QSKXoLtci4KWL7iw2RdzLokmC5f7Q5RX/BWZWfXMknBOzhoolZ9i8pTngoSVi96e6qEk6kvR178FMpkTXm8G3O4JMBr/A7ncFJRzaLXOhdVyL2+eHrm5RfOrCyUv7wsoFNE9rsYCI0m0R5oGdHd3i3qwE6IBwPBSJV+gk2j0OQ2YMvVPcLknwOXSQZt1bVRDcALRgJycNUPBW3QNGBy4H5mZV3Aej3yX2Tm+Qigs2g+FwiQqh2+0MpI0INXQoC4BiGnhEu+HVUxydTIYcFTjSONNUV3SE4XL9RbUaiuytbtgNlXiVMut0OuuGjYWjSKs/f2z0XzyloC9Qc9myGQO+HxqqFSnmerZ0JxDtXo3dPpfQafbH3Y8cnOLNrMRPo6F8HpzORO2YyERydZSkeqWR6S7gtTvjdDZuNGmAcBwA3u+QCfRkEIJteo0jjTehMzMKwQbgvf3z2Z0I2AgPBBVA4BAdf+Mc19kcuuGjxf4LvdyFGBFoqtzLrxe/lWAWEjnwoRU5rUlSgNSAQ3qEkAynyqEJlcLgdgPSF1tmZHxBcaX1qKr+x8JLwJQq6+Gy6ULSpAGWMaiIoTVULAWPl8e+vsXMsGZw34NTP2VQX/bQJ6RCYaCD2Cxvh10jMHBhYJmNoBhCxiv1zuUE3QXZ8K2kOOEChRZbrfb7YL8qsQgVoxDW9Wl+ik8UYKerOuSUgM8Ho/oDg1Ckcs/hjb7IWRzPPxIDWehRIghuBDYBsKRNAAAbPaXoVZbYbO/HPQ6+S6TIq1IkM+ix+NBb+8s9PfdxbsKIOQ4oWP0er1oaWlBS0tLWmkAGXOqdGA0BXVjplAimSTzA8KVXE0SdeXyjzG+9EP09bsxbtz/RD0WMQrNyMiQdIyZWTuhUFjg9W6Dzxd9HATSAkin2498wx4mcTkSatVlONKYiaKiIgBm5nWP50KcOTMRfr8fmcXCzp+ftxonT4yHxdwGuSwXHR0zkJubC6vVEpZnlJH5L8hk/qE8nAeY3xFvK+dgDazWyF6KxKyZ+Mf5fD5BBRWhxqKRPn+kkENKxHpbsasDFQqFpGNJF1wuFzo7OyW9cfIRSQO8Xi+Uyk+hUG5HV9f/oLDwWxGP5fV6JevQEIpasx1yuRm5ucI70JAlYjEaAAwXSuTk5ADoBBDQgLa2yZzFS3z4fYths8+DxdwdUQOikZHxBaZMrRuaeef3uCPf3ZKSEgDDaTLRCirEaAAxnI/V845v3FQD0gM6U5cAPB5PSqN+5kur2R6TJ5TUuN0T4PfL4HZPCHqd5L3w5biQG0w+R8GDPqcBRuPjMBgOAQgYJ48r+T1c7g8TdyE8uFyLMDjwDSYPh02sOXVAeEEFyZ3q698Scv7onQOUyk8xvrQ2bCaRkhiEdnNIFOxOMQHj7b6ULs8Gkv0DuWnslIJoGkCCOj4N0Ol/xRQSBMzNfx+2/JkssrU3wuXSIVt7Y9jviA6IzZH1+XxBBRXxaIBMvgsZmQ9CqfxU1BgoIwsa1I1QiBN3pMDR45kEv1+GzKzzkjiyYUgSuEp1CjKZHypVsJE0yXuJFvCwCx7Y+yqUZhQWBZZyens2Q6k0w+l8GbMrn0ZOrrik8XghjcpDcwljzanjguROxRKkk3yidKhKpkiDkPyowA3cCb8/S5LlWbF4PB44nc4h659Abho7pSBeDZDLhwsJiLm51fYCpk77LYrHbUvMRfGQmXkFjh39LmceIdGBeHNk49GAQH5gP1PZTxmdjJmgrrq6GhUVFaitrU31UCRBmKC3QCbzY8DxlaTnJjYd0UrtiaDbbIs5AxuS9xIt4GEXPLD39Xpy0NUZaANmKFgLjycHgBsymR8ZGYfCjpOTcwBTpv5JsEVANPr6t2B8aW3E40XKqfP5fKLyl0juVCTjVpcruOcvWZYhZshSVSWPJrPOkYogDVD9B3K5A0BG1KVXMRANiDbrw7S7ciyBzxdeLBCvBrDthIi5OeCCTOaHXn8s7DhirYKiQTQg2vswOLgQJ098PyxH1u/3R6xADiUeDfB4LoPPl8e0VosXqgHJoba2FhUVFaiurha0/ZgJ6hLtUye0YXIyCXVvJzlb8S4JCW2Xo1KpUFR0FNnZu9DfvzAosOnr34K8vC+G2vIsQk5ODlShjRgjYDFXobv7x+jtnQUgkP/W3nYHlMpF8PtlGBycFbYPWcKRyiKgt2dzXMcTm79UWPgtKOSPIj9vNe82oYJOlmWczvM5ZxLJjC+XMEeaDU51cUM6ko4a4HFfGtQQnuRaxduxgGhAtFkfogGZWTvhHLwkqFhACg1g2wllZl6B9rY7oNFcBL9fBosl3BxZaqsgogGxzn5Fs5UJJR4NcLsWYXDgfqYLEHt7vnShSPpANSA5UJ+6FCFVDo2U9g5kSZAIAAnqhFS4ut1upodrV9c/oFDex2qFFciR83gmRTyGSqWCoaAeCoU5TESJGBoMe6BQKKDX6xlB93q9gnqeZmbVo7zir0F5YpkZP8SXB2+D2RQ+K9E3tIQTySIgL+9LTJ7ynKC8E0PB2sAsw0CN5O7wfAwODuLLL7/E4OCgJMeLNNuTzvYH6Ug6aoDHcyEGB+6H37eYObbJZMLAwACcTmfEsXo8nqga4PNOjnh+pVI5pAHhfmuRNCBwDndUk24gkK8X6F4RyKXL0f8YJ47/P3S0h3etEGIVlJf35VAnmuj5p0QDXK5lEY2cpURqDYhWVEE1YGRBgzqJIRWbsVaPcT39sCvZ4oVUU0UbHzuoa2t/HjJZHyPKxK9JqWyJej6zaRGniBIxZC/HqNVqlJaWAgCsVmvUMUbqXiGXy5GdnQ25fPgjbjbPwckT349oERDaUSISgbZqGzDgqOZ8T7mWeizWt6HT/wqGgsNRj8+F2+1OSm/ItrZXIZPfAz/EF3iMddhFCrEQSQOkmgUkAVOkIESIBsgVzVHPxdd1JZIGKBQKwUEd6fgQ2jVCLpfDYDBAJpMxrwmxCgrtKBEJogHOwYWcQR27Vy4zBuvbyMh8EDk5B6IenwuqAZRI0KBOYhJhCSDmJkGeqKWscCoZ9z34/fmMKHM1tubDap3LKaL5eatxquXWoOUYtqAPv7YbU6b+iTMHJlL3ChLUsQVdCOyOErEik+8KBG6Gj8OWeszm1yCXm1BUlHivLjGQWSYSNHR2vgiFwgSF4oMoewpjNOXfRLuWeIO6eI+ZTA0Q8j3h67oSSQOUymG3rcysel4NAIbTTEK7V8hkMuTn58esAfHkn5JKU03Gu2GFIAEN6Ee+yA4TiYbYHSVKA4DI7b5GEumsZzSoSyGhN1IpIE/UQmaaiCVANPEvLPwWvJ6HGFEmyf+xmGKGIpfLYSg4DIXyPs42R+QpnCsHJp7uFWTJhiyxqFQq6HQ6mEyVTEcJgtjk6kCVmQkAwmYpc3LWwOfLRedQgYcYXC6XoBnMUEjz8Ej7hS4dklmUgGFreLuoaOezWIJ9vEZT/g25FtKLNR5hT7UGZGbVCyp44NOA0PysWIimAdnaXRHtQEiaidjuFcQUndiDKBQKZGdnw8RRlBGbBvQDQFghSEAD8tAnssMEEJ8GREu7IUEdlwbE8jklS7fs78do0QGuNn/pEuDRoC6JhD6lRMrBifXDT56oIz1B5+QeRF7+ozAYPoZcbhKc5Mu1lBAvMpkMfv87vD5a5CmcBEYKhQKGgsOYOOlZZGYJSxzlggSLZImFBHVyuRw5OQeQkfkgI/Zik6uJC31v78Vhs5R63VWwWu5Fb89M0WMmgu73+zkFkw8S1InJ9yHLSh7PhTEFdfG2JIuUoJ0uxPIdTRcNID2Sdbr/iEr0T4UG2OyLeTUgnkp2UuxB7EFIUEdSNizWt5k8wtg0IA/OwRVh1e963VUYHLgfZvMc0WNmawD5t5DPiJAHu1DYGhBLvmi8+XgjQQOA9AtUaVCXRMT88WP9oJAn6khP0IHEZBPk8kH4fJmClxpJIBTqKRXrUichsMzB3ebI5VoUZAWgVCrh978DlcqCbO2uoW2Cq72AwFM4Xz9WuVwOtXo1PB7uJZZ8wx7I5f2M2Ivtw+r3LYbVci9v3k5m1t8wp+pZZOteg9frhdPpFP139vl8YYIpdtmvr38LFMr7hpqWi8PlcqG3txcnT55MiJhx3RD6+rfE1Lg+nUgXDSA9kgGPoIIHQjQNYOewiiGSBgw4qnk1gOT48VmDuNwfcvZjlcvlUChWwuPR89qDmM2vMXmEsWjA4MD9vKsZSuWnmDrtKUybHrBEikUDgPDPSCxL/8S4XawxOdWA9IQGdQkg1hu12HOYzWbY7faIsyg+nw9tbW1BTzu9vQvg98sQiME0AACF8r6oX2oyaxbqKRX6hCsWve4qKOSPCvbRyslZE9TXkSSRswU9M2sn5HITcjhaEikUCow/5wa0t/2Ic+m2r3cBfL48Ruy5kqvdbjfa2tpiqnZTqQ5CJvNDo/mK6RohxfIbEXTSPSLUdT6U3p7NkMn6IJeLz5lxuVzo7+/H6dOnk/aEGgiyhTeuT/WyiBQzlkKOH00DuMZBeiTDr2AKHkiQH2n2i08DZDIZsrOzY275FKsGkBw/PmsQEryGFlHIZDIUGr+F9rYf8dqD5OSsYfIIpdYApeo/UCgGoVAMQqvdlTINAIaN28Uak48EDQBSrwPJZswEdck0H5byRs0HyZEYGBiIKOh+vx9tbW1BvzebKmG3Xc2IImkjFO1L7XItQuvp26DTXRVzACcWrkIJve4qpuqUoFAokJOTwyRYB8xO8+ByXhLR+4osLbrdbiiVn2LK1D8BAAYH7kd+3moolZ9yLjcRQY+lIMbtroTfL4PTeR4yMr4Is2WJFzKb0tn5YkSxNRSshd+fz3iYpTuBIFt443opc99iwefzheUWJuL40TSAaxyBHsk3wWq7jMmbIkF+JN/FVGgAV6EE0QD2TFggdSLY6y4zM9C+T6/7dsRzuFwuWCwWRgP0OQ3Q666C1/MQAEiuAR73pfB6M+D1ZsDlnpAyDQCGjdulMiZPJGI1AAj8bY8fP44TJ06MyMCOmg/zkGjzYamMfbkQkuTqcDjw+eefw2azMT5vkcSGXezgcV8Kvz8/4peaVHTq9Q0wGo3MUqtS+SkyMh9knu65vOPEoFarUVJSwhw/UqEEm1Cfq8HBhRgcuB8azXJYbdt4LQTIU7bf72daabGr0shrsfRu5WPA8R0caLgVNusaZGbt5LVliUSkWSAym+IcrIko6Pl5q+H1PMR4mCUTUh0oZuk3P2+1qNkcghRJzUL2S0cNiDaWAUc1U/BAgny+qnY+DbBY3w7qrEKKCrhSH4SgVqsxadIk5rscrVCCwOV1l61diY72H0GuUCAj88GIhQ5+vx8ZmTvCzsW35BwPHs+FOHH8dhz/egPUqtMxaQDA7zEnVAOAYeP2WArO4iGZGsBeyk2kBiQCaj6cIsiTnpRWJgQhSa4OhwNHjx6Fw+EQLOgEj+dCeD0PIUOznNeQlFR0hi5nBtoQ9TNP95G848KPKYdOpwsSYY1Gg5KSEmYWILRQIhZ6ezbzWgio1Wrk5uZCrVYPVXrqg6rSyGvR2hjl5B4UbFjKZsCxhNeWJRKRZoFcrkWSVSZ6vV6cOfsKxpU8ybmUQ5Z7xM5Kk+rAWJZ+4yHWPDUh+yVDA6IFdaEaIDYx3uV8EH1953Hux6cBZvNrQfltpKiAK/Uh/JjcGsAO6kILJWKB2IjwBYZqtRo5OTlMOz32ufiWnEMhs+6h+XvRiGTNFA2PxwOTyRT2/ZNaA9ra2uDHTs4KZaoB6QUN6tKAWL8UkY7ncrlEzxh4PB5kZ++DNvuXYcJEKjrNpuDE38AsXxYAJ/Q5DaIESiaThQk6QafbD53+VwDA2TNRDIaCtYIsBDyeC3HyxPeDqtI8ngt5e7cGnWOoBRmfEbLRaORcrhocXBjRlsVQcBg6/a+ChJRUL5OZkETOEPl8PrhcW6BUWjibiJOcTbHnJtWBI2XpNxmwUwHiJVYN8Hq9UCg/xYSJz8Dl/jDod3wakJOzBl5vBgAn1OrdTFFB6HZcRNIAi/VtlFf8FUD8GkBsRKIFhqGFWeQ1IRpAZt1D8/eAgAZotVpODYhmzZSTcwATJz0b9FCVk3sQGZkPMg+RidaAtrY2KBQfcFYoUw1IL2hQlwZIbVZKcvpiSeAtLNoPudwUJkykotNqDfZX83guhN+vgVw+gLy8L+LyjmOTk7sbcnl4a6FYyM9bHbOFQCjE2yp0Rq53qAUZVzArk8l4g7poFA39PdhCSqqXyUxIomaI/H4/bDYbBhxLg3oIR6Kr6x/IyHww6tIbqQ5MxdKvGPjMUqXu8ABIG9QRDYjlM0EeUFyut4Je59MAve4q+HxqyOUD0GR8xBQVhG4nFrP5NajVVqbKPR6IjUg8geH/b+/Nw6QozzXuu3qp3tdZGRl2gwwGBAREBCKyqWhIjMuXBELUc0KC4XNJPHGJitGQ+EXjMUG9ciJ6xcRoDMjxGILCQQQR2Rz1KMYNYUCWgZme7p6Z3ru+P3remuruquqq6nV63t91cSXO1Drdddfzvu/z3A9BSgPIrHumCTKQWhp2OByaHAJIz2rhoKqmr0KfDCLj8XhRNSCRSPBpOrny2ZSaXw8UDQDE+zrL9cYuJzSoKzKVVHnT6duIkaMew5iz10r6TLWfmoxk0i0qTFKkmoYrL/dXcp06XRTJpEW2awXJ31O73JEPxNsqc0bOL2JYWghO9X0eQiHt6JimeCYkH0hLuVBoWloPYTmOn1gHnc6naOmtUhE+s1JLLmoGYqStU6VowJCmxxAK/w7jWv4k6vVIBigse6Xi40q1AssHk2k8OI5BNDZMchuW3Z3K81NoClwIpDSAzLqrNUHOBelZLRxUdfRV6Be7uEHYVpKk6eTKZ1Njfl2pZL63xXz6KrUvLg3qiky51uFraj9EXd3DaWLXceZZvoyeJP2y7O60ZNWOjnMRDNylSpji8Zmivmydvo0Y2iwdQEpBrhMwSfo8Af35e2LLHVLodDo0NTXJVsTKQdoj5SumZPbOYtmbVVhidzyP0WP+P7jcL6LjzHgEA3elCam/a6KmmRCO43Dy5ElNM8KkijpXYNI05Hokk56iBJxyjccLfZ5CPrMkqCuHBni8D6VZlBD7inj8bX4WzOlqTTPbJgMU1jhf8bmkWoGFQpvTiijUEIl8CIbhwBrbJLcxmbdBp1NuCgyIV8mqoZAaYLfbYRUpLguFf4cJEx+Hy/0i/P7zcOTwirRBlb9rIsKhe1UPItXmW2fuq6SaW4n5dT6UwpR4oOTPiUGDuiqloeEd6A1+eDx7EAwGEY1GUVO7lC+jJ0m/KVHMTlYNhTZj7DnP5FVm33Hm2bSqMZ1OB6fTCZZlZfcj7WlyjfpJ/p6aWUWGYUSDOlJ1m2uJNByejmNHV6oW01Boc5rBJx/UWbdnFZaYTP8HhuFgNn+g6hxSEJsGh7MVp06d4pdrhct8sVhMtrqS5M3kErn6+qsRj82Dy71btLAiGAziwIEDmsSSJIUPRKEtBw0N70Cv7wJr2oZIJIJYLMbbVxgMFyAadaC7ZzY8nj1pZtsEYtybjwb09K5PK6IgOXS5NABI5cGRa5QiEp6repVArEqW/LyhoaFoGpDZmpAEdTb7ziwNiMffLrgGkA4cwWCQf96Fz5ISDVDiu1hffzWSyQUpqyyRytZIJIL3339f83NcqTNklcKgCepK6VNXbGKxWM7KtlOnJiMRd6GjYxof1Hk9S/DFoVX47NOVfNJvShSzk1V7etdrLrMnkOCMBJDES45lWX4WTyzvgrSnydVbluTvFWK5I9NKpdD09K4XNfiMhOemFZY4HO+A4wzgOCAWG4KW8c/m1QoJ6Ldlqemr/jUYdsHh/CU6Ol/it4nFYkgmX4eRvSdvt3ZyPrHCilAohM8++6wgeWODGSUV8adOTUYi4Uaodw4f1BH7Cov5x/jo4DKEeqfC55ueZrZNIMa9+WiAzXpV2gCNVLvm0gAglQdHrlGKaHSGbPcWNRgMBjQ2NhZNAzJbExLEKuB1uhG8BogVSqgl05optWz9S5w89Td+m0JqgFxlK5kFoxqgDOpTJ0GxfepKCQnq5AohOs6Mx+nTt8HfNVH2WNHoDNFkVZv1KlVl9qQnpMv9Ir+UQIIzsaoxMos3kPMupIyJgf6XFxn1G43ngOMYmEzpPV+j0Rl8YUmnbyNqal+DThdDPO6EXt8Dk6kbJvPreV0nsWXp6Kv+lXq5pIpTfKrc2uXOZzBcIbtEotPtBKO7E6dP/z2v85WLYpsLy6Gkn2/HmfHwdd6es2oz4J/Em20LIV0n1GgAyW8jxQQAJAdo1aQBYgOvzJm/eHyEqAYIK+BJzmMyeQoMA+j1Paip3Sc5SFJKpjVTZt9bQqE0gFS29vbMln0+iAYcP/7XvM5XLgrtXCEG9amrQIRVMlqr5pyuVjic90Bv+AnaT6/B8BFPFjU52GJZhI//tVxyiUGn06GhoYFvC0QCBbP5/xSN7sksXrHyLnIh1u+QZVlVFWpixsSkCbjJ9DYcDgf/94nF/gWG4RCJfCh5vJSjPweOY+DzTeerTvP9G/FWLX0BPvHdynxZp5LdParc2qXOd+TwCnR0nCsr6Kzpf6HXd6HT91xe5wP6R/9q8mykKluVoqYNWKE0wGxZjWNf3geL9U6MOXttUTWANc7PqQFNTU18FxeS31ZXtxVW22swGgOy+a7l1oBA8BUMaXosbQbMaDSmDcZyQTRAWKUfCm1OVX8ad6XN/BkMhxVpgMHgBwBEo46UBkQvUVx9LkWmNRPJC8w8ZqE0IFUpfSfa28cp0oBTp57J63xA+TSgkM4VhYAGdSUgkUjg8OHD/JdHy5cglfcSAsP0orf3DUUO68VEp9OhubkZI0aMgF6vRyQ8l+8ny3FMztE9mcVTY45pNBrTTEkZhoHJZFKU8EwsBcjyr1i/Q7mgLnPmDRA3JiZNwDNnH2zWq/hWPCy7W7Rql7zkerqvTM2e9HX9EPsbkf7CZAmD+PrlshEAUrODYjlBweBkhEP3qnZr14pUcKmG9vYXkUjejpOn/qZanLu7u/Huu+/izJn1WS/3QkPygHp6euDz+XDs2DGNGuBDILANDNMLvT5cdg1oamqC3W7vM+69pE8DUrOHsZhTNt+1EBpArkNJIEY0wGAwoLm5GYHACzAY/GmzVSSoU6sBwvzfnt71oj2Vhd93qRk+kvNoMl2Ljw4uQzg8nX9eM2dSE4kETp48yS/Bq9EAkheYecxyaUA+AetA0YBSQYO6AkIeKrHluHwj+lTeiwUcZ4XVmhpl+Tqn4/Tp04jH46LNrOUwm/dkiYrRaITJZIJOp1NUKGE0GtHc3Ay9Xt9XAbsYiYQLXx6bLTq6J4GgkiRpISS52mazYcSIEbDZbHz1mpqgzuVywePxgGVZ1f0OyQtB2LBczJiYNAFPJBakFV5YLIv4Vjwm8zbRql255epMOI5LC+qIr5+apaxcidHFRiq4VENqmahD09IUqaYNBP+W9XLXSq4XaywW02wSS3LfnM654DgrEglzXhpQU/NBVoU80B+8JJLbFBVKsCwLp9OJZHIWIuFvIpFwIdS7EMeOrszKdyWBYKE0QKfTiT6bYpDtTCYTmpubUdunAUoDCjkNEC4v26xX8T2VjUYjnE4ndDpd2vddbIYP6G/ZpaTyOJlM4tSpU/xnrlUDtPavLQRSAasaKk0Dyk1Zg7odO3bgiiuu4BPUN27cmHOfN954A1OmTIHZbMaoUaPw5JNPFv9CFUIeqlw9Ag2GXdAb7kanbyPf/07qJdDp2wizZTUAIBi4H4n4b1BfdweOHF4Bn28CTp8+jUQioVrQSU6FUFRIkKTX60ULJUj1KlluEaLX62EwXAJf53+go+Nc0XPq9Xo0NzfDZDIpvk5yXmHFHHmJSIk4qSyVE/lC9Tsk5yIje9IEnMEcNDU1iV4DKY5QU7WbC+ITpmYpK58Ao5gQ81JSOUdG4iS4EPq+pZaJaiRfzEqWOsksaq6XO1lC7e7ulgyGlb5YWXZ3mgboDXdLBk9CDQiH7sXQs+5DqPeX+OzTlXlpQL2gQl4ICaDC4Y2qNABAX2C3WnL2jVSfF1sDdDod7Ha75HUC/RqQT0ABpO5JmDtnsSzieyobjUa4XK6s6xSb4csXrRpQzqBOCikNIDNpZOZbiQaQan85nVOqAcLK23zsYYpJWYO6np4eTJw4Eb///e8Vbf/FF1/gsssuw6xZs9Da2oo777wTq1atwvr1yn3Kigl5qGKxYbJN7Q3GrWCYzr6epKkqISO7VXQWi/QtLfQyC8mpkBIVsUIJYfWqFDqdDiaTSVZMiw0JtFiW1TQzKESv18Nut0su7ci1AJOCFEcU0qSU+IRJvUxd7vcwavR/5V1JC6TyUI4fP84n6Sv1r1IKMS8ly1dkJE6CC6HvW3391dDrHpJ8MSuZISezqMJjiLnFE0Hv7e2F3+9HMpnkrV5IHo/wxZppYSHEZN6WpgEM04lA4AW43e6smediaUB7X4W8lB2IVg0A+oM/rV5w+cIwDJxOJ6xWK9xud156RAJEOQ1obGzMOVMoRGyGL19yaQDQv0Kj1js0k3JpAJlJEwZXuTRASQs1OQ0Q5uiJBXVkcFwpFitlDeouvfRSPPDAA/jmN7+paPsnn3wSw4YNw6OPPopx48bhxhtvxPXXX4/f/OY3OfcNBAJp/4phXEgeKqOxTbZYgLRbSfUkJf3vFooGIKRvaaG6NRBIvpZQVALBV3iLgVyFElLo9XqYTKas+yBJ3vmWyquB5M6oCeoyl1iIpxX5b7kXtdTx5GY2hAjNmtUEi2Q/ErCRSmTh7C9p/WQy/xMO54M523jJQfJCyeieWKQI7RHUEAi+gkTydrS3v4hIJAKz+RvguH6bnfq6ZUgmPXDY5fN8tJqSEg9BYT6NmBcWeXH19vYiEokgkUjwpsxkO+GLVarKGEBfDmq/BnCcF7W1S0WDumJpQEfHuTh9+rY0OxCS65WPBgD9wZ/wXsizU8q8JZZl4Xa7VWuA8NoLoQFKPDCB/gKuaGyLqvaCmSbPYhoA9K/Q2OwvV5QGAP2zcceP/1VSA9zu/0f2GKXSgJ6eHt5WrFhV8JFIJCtuUcKAyqnbvXs3FixI91NbuHAh9u/fn9Pzprm5GS6Xi/+3Zs2aol2nmO+QENJuxetZAi45Gz3dd8PfdZ5of8lwaBp6e36uyoeJZXejZfyzoi2A5PD7ny+axQBJ8lZTKq+lBZDBYIDZbNY8QyAM6shMnzDAk2oRJHc8JTMbQLpZc8qY9ACahz2eM/GZ7EeW0kkwIfwcSesnANDpuvJu40UaxsdiMRjZ/1VluUDyzsgLKPW37MDxE+sQjUbR2XEuQr39NjtO5xX48thNYFn5PCOtpqTEQzDX9ZNq11AopKi3slwhSDQ6I00DopHVCIemZS0T56sBamdkSK5XMTSAfC/V5C1J5f3lQmvuHpBuTkwCsnw0wGAwSKZiZEIKuKLRl3kNsNkfyBmAZZo8i2kAkHo3kWKWQmlAMpkEa0qd74zCzzbl5vBg2soBmY07deoZSQ2w2S7LeU3F1ABiwBwKhXLaiuXLmjVr0mKW5uZmRfsNqKDu5MmTaGhoSPtZQ0MD4vE4zpw5I7vv0aNH4ff7+X933HFHMS9VMSTyF3PK11pcYTJvg8nUrboRtst1HWIxJ6KRuTh9+nRBv7AkyVtNqbyWFkAsy4oGdZnirPRYJKjT6/UYMWIE6uqWiRZYkDykfJZ5Ms2aiVDnesFmduAgwYQwt8bfNRGHPv83RMKXIpkU7xubTCZ5o+pckIbxqWdvqmQFWzQaxaeffopDhw7xAQvJOyMvoNTfskbRdyOZTOLkyZOSOXLCXBulKM2nUYPBsAsm8zb4u2bknOlKJBLo6urK6i1JfpePBuTK782E5HoVQwO0VDpK5f3lQiyo06IBwoAslwaQ1JN8lpxJARfpu9vTu15RL+VMk2cxDQBSKzSnT8+T7B2tRQMSiQQ/keF0Xpu1XSwWw6effopPPvmEP25qkN+VltOdKzeOkCuXrVI0IF/uuOOOtJjl6NGjivYrX+KTRjJLzYno5PIWczqdcDqdRbsuci3d3d1oHLIdej1Zfk29qJLJJHp6emA2mxEOh+F2uwH0m4gSoSHVOLlmHp2uVng8exCNzEUiMSVtij4Sngud/jWEw9LtdUSP6ViMA/tt8Hq96O7OX9BTy4J/QDQyF93dsxGLXon6+lmK94+E58Jk3gafbyrstrwuhRfnYDCoaX9S5NHdfRXeOWDHmNGzABwEkCowcbvdsNvteeXveT1LsPutlKUCEITNehU6fc+BS8onPpP9XC4XYrEgjMZp6PxyDJqamrK2jUZnpFz4g51Zv+M4TrGgC/F3TUR3cDImTshuAN/d3Y3W1lawLAuLxdK3/Qx4a/bwLyCnYzH8XRPhdn8Vhw4dgs/ng9ls5sXZZuv/8EnFn/BnQsg+zc3NfIJ0rpesxbIIBw/WYcJXF6q6bzGIBjicW7NmRIkFBXnmzWYz//NgMMj/dywWU6QBLvd7qKnZK6sBsegcmSNkE4/PxPHjI1FXV1cQDUildDyDeGweEomLEApNQ2OD8uKA9lOTMWTIu/D5plW0BgCpQWBdXR2sVqvma/R6lmDfXgtaWloAvAWb9Sr4Ay/A3zVNdj+LZRGOve+B1+uFXp+E3/9V9PaOxllnnZW1bcA/CTrmYtG/g1YNCIen4/PPh+IrZ2cPYHp7e/H+++/Dbrf3aVtqkF9buy8tp7u+/mp88cUwdAcd8Pm+kNQA8ryQY2Ui1AAAabl/UhRSAwqFyWRSXVAEDLCZusbGRpw8eTLtZ+3t7TAYDKipqSnTVfWTTCbR3d2N7u7ZWcuvwqRKqVEGSQDv7OzMKegez56+pbrtWWX20egMHPxwaVZ7nU7fxr6uD+/leafK6F9OzL5GJRSyBVAxkapwyxeLZZEqH69kMglGtwMu96+KakoLKF/ij8fjCAQCadV1Us3fo9Eo2tra+CIEIs5ylatkECT2EiIJ0vlU9ikNsAhEAyLhi7NmRBOJBE6dOoVEIoGenh5RDSD3rEQDSJ6knAZk2uMIc7ZKAUnpSM26K+v9LEQs769SEcsjzBeLZRHCoXsRDE5WcR1vor7ht3A6S6MBuZb4xayTAv5JohqQSCTw5ZdfqtIAoL/KPfOZysz900I0GhWdRa9UBlRQN2PGDGzZki5Gr732Gs4///yyVVkRhAET6UmqNsFYrrycvCzIF8vnm56zJF6n08Fms/EjeBJkNTT8b84H0WzeI1vBq4TMZUGx6xPLe8lM/JdaShHaCJBRdDm+B6SLhFjzarnrCoU2w+F8EDU1ypt2O12tGDX6vySDKY9nD/T6/iVrYochFsjH43FYLHthtqwW/ZzJucS+K1qX+LWSTCbTlgOJ2Hd3d6Orq6tobXrUBHVCDSADEjUvY6A/8JPSAOEsCsmTzGWLIVwWJDlbkcgLGNfyJ9mgvBAaQFI61GoAkHquyDUqWU6tVA0A+ntLZxY9sOxueLwPadIAqUp2kk/n7ev1TDRAaqCn0+3E0KG/R3fPP1SdS+sSv1ZI6gV5B2ZWoharswMN6lRA3JzfffddACnLknfffRdtbW0AUmvKy5Yt47dfsWIFjhw5gltvvRUfffQR1q1bh6eeego/+clPynH5aZCAiTRN14rBsEu0sorjuLTRfcA/CYc+/zfZknij0YgxY8bwoldTu5RPks31IFqsb+TdzFvoGC+WyyIl6JmJ/2LeVqT5NhFJUunqdrtxzjnn5LUEohbSRUKseTW5LrEXTSpfpgv1Dcqq0FiWRW3tThiNATjs4jMtPt90JBJuvlKS2GHU1OzNsmWIxWLw1uyFTucT/Zz7Z4OzvyuR8FxEInZ096hb4hci7IohNdImkKCOBDtKR/BKybQm0UKhNECqupIsjZF7JnmSchpAAh+LxQKj0cjnbKXOE5QNyguhAU7HYk0aAKSeK3KNUhogFtQRDZBaoi8GchoASAd1JvM26PXaNMBk/qfoNiSfrrOv17PQEkesmpY1/S+MbBCh0EtZxyIakGmSTM4TidjTOupogTx7cv6PZDvhgCeZTGoqish1HcVwxiglZQ3q9u/fj0mTJmHSpNTU+q233opJkybhnnvuAQCcOHGCD/AAYOTIkdi0aRO2b9+O8847D7/4xS/w2GOP4aqrCmfiqhUyK9Xb24S6uodVjbyEkOqz9PZVuzFq9H/B5XpX1bGIfxJ5iL2eJTh9Oru1lRhyFbwkh0zpMgp5sQiLCOSsBnLN8MnhdDpxwQUXwG63Z/2OZVmMGDEir7w3MUgXCVJ+rxSb9Sokk260n1I2m8OyLBim75EVySFNJpM4c3o8Os78hF+uEtph2O32rJdq+6nJSCTcYJjL0maHOn0bodNFkUiYRb8rUkv80teeMtvt6vpvPrmaJFrHYjF+pC0M2oRpCmRQkzmDFYvFEA6Hc86kCUf1Yh50RNCVvCCisS2is1xCDcis7FODmBUK0QAtVaCZGnDi+CqYTNciGnXIBuXl1AAg9VzlukYxiAaI5VBXmgZEwnORSGjUABESiQQ6O7+Kzz+7EX7/eQD6NcDfNSPNKF14DdGIHfHYPEkNENNiqSV+OfhZQ2crv/JEbIGE/o/kXjI1QLhaRSDLu7mWWAupAaHQ5pKmMqmhrIUSX/va12QTGJ955pmsn82ZMwfvvKPdX6dYeD1L8OZOHYaPeBJ6Q0DRyCv1BX8KLvcUdPct08Rj88DoXoXXex3aw6ntUvkoqen0WDS/DggB/yT4Oif05SB2SW4nl/hqs9lw3nnnwW6353wApEbicoJOEv+9Xq/ssQ0GgypjUSLocpCXj8/ny3k8kkPj9cxH+6lzFF2DEItlEY4dG42OjsOKticef4mEGd3d2cUTJEgSipvXswRtR47A43kV8ZgDHJf+guzoOBdm80LYbPsxctSGvhm+K9Fx5lno9WHeBmX4iCfBJRcC+Jrq+wSI2W6qHU8kck1OASZLjSQZmtxb5iyD2qDO4/Hw/3/MmDH874UJ4rle+NHoy2DZIPS6HTiNcfzPhRqg05HZjbGyxyIa4HSdDyAVEETCc2EwbhXVgEIZELPG+fjooKXPTaBbdJtyagCQmuV7fVui7xpDksdX88yq0QAlgV++GhCNzkBPz/no6PhS0fZCDYhGLs36PSnISyaTaYF825EjcLlfRSg0EoAn6xoOHWrAqNHHMHLUHyQ1wOF8ELHYdACXq75PAj9r6N2DQ59PkC0EENOA7u7urH2I+a/X65X19CMze4XQAOJMUFOzF/6uwnUFKQQDKqcuH6ZOnYqWlhasXbu2qOfp6JiGRNylaOQlXBojxOMzcezoSgCA3nA3DIZdWdPppSbTr40Io5LKnHz8opRcl1pj0VyQJR0lgSLxs8rn/Cy7W3HeUsplvRfJZOp8SveT6jMphMwOkaCBzDp1dEzjfbkMxq2KljuEBrYEYrZbyNZoQkhBRuYonrwIyGheKvhTY+XAslciGnUgGhsmavDa0TENyaRb0UyzWLcI0g8TyNaAQhsQK6VSNQBQ98wqPZ5S0/JCaICa3EWhBkSjM/il+lBos+x+RAMy+00Lsdt2SGoAsZdyuXcrns0SuzYya9hRpHeZmN0JSfMg1fCF0ABiIdPRMQ1m856immqvXbsWLS0tmDpV2arIoAnq9u3bh4MHD2LlypVFPY+/ayJOn75NtP+p09UKj/chfglF7gtOcjQMxq2pkdTn/8ZPp5ca0gC70NWdhaLTt5HvSFAJkNwe0nxcKPhGoxENDQ38EojJvE1x3lLTkOv7l1JtO7L2s1j3iVakKukzmRk0NDZcg86OnyLgP0/QUu7itKCupvZD1NU9nLUEIWZgS8x2lbZGI+2MchkvE8hoPXMGkCzbkt8rrWKVIzXLtQyssU3UR9DfNVG0sg/ITqWQ6xYhpgHlqgKlGqCOXBogzK9Tk7so1ACgfzBGgjWzeQ9GjvoDPJ730/YjGiA3qOrumS2pAZHwXCSTqVxdYVBXU/shPN6HJIupMgNJr2cJwqF74e+amPNe1WoA0B+YCYO6ZDLJF1MUSgMslkU4cngF/F0T+UGvGlNtNaxcuRIHDx7Evn3KmgkMmqCumGT2wbNY94mOvDIrE+W+4CRHI1dzZpbdDbNlNZ+/kxk0BIKvZLU/GUjodLqcHRlSD1OHqm4VBGGLKrX7SVW7kZG+0+nMms0wGo1obGzkP59IeK5s9xEh9fVXIxy6FwH/JHT3ZNvm2G07RCtSlfSZzAwaWJaFw+GATqcTbSkHAA19xrCZhQHkBaKmsXgmwtnBSoW8BOOxebx1gjCdRKzgIbMykWiAWLBGNSBFsTUAyG4Yr4R8NKCpqYn/fHJ1IBIi1ACgfzBGgjXy3NTUZgzs+laA5AZVod6pkhogZS/V0PAO9PouyWKqXIGkHANBA4D+PuqVYlxMg7oCkCnoYrMoQHZlohwW80L4Om9HJHKB6O9JqbnJ/E/odD5+aS0zaPD7n5dsf8IwDBoaGso++pZLXhZb3sjcPvUwKetIIDyG2+1GIPACcr0MyKhbeA25qt2UEo3O0GR/I2ab090zO++KVKWw7G7o9TEkE+asmWYSRCr11xODCGU+gSFvMaKywEgpod6p/H2KBXViBQ9qUimcjsWIRlbD55sgmoPocr9XEA3Q4iFZaOQ0QMzfrpAawLJsVsP4TIqpAeHwdE0aAPQv1ZNgjTw3HWeULdXlA68BSYtkMVWuQFKOQmgAuU4tbTOVEg5Px7GjK+H1LCnK8dVCg7oCYTDswshRf4DL/Z7oLApAihRuV7SEIlxOEqt+JaXmAJBMepBM2jFi5K9w7Mv7eH8nlt0Nl+u6rPYnpFk8sQVRKuhiwlYITCaT4vwc4fbkOryeJdDrHkJ9fX/D91xVbkTQa0VeBpn7klG38Pq0VrsBqZeu2WzOKwdIbDY41DuVr0h1ulphtqwu2uyMybwNBkMEHGdStJSiFjI7mE9gSCxGauvehMf7UF4NzAPBV2C2rJY9hlADAPHer2pTKUiOkNH4Vlb1KzEfBtRrgMFg4L3r1AR1A0kDAHkdEAZ1Yi2qhPsWWgOAlA4LvTa1kJm3Fg5PxxeH/h0+3wS4XO+WTAPUVMAqpRAaAPT76Tmdr+SlAQbDLjicD+Z1jFJAg7oCQfKIamr2ajYfliJzyQYQmg9finDoXuj1X4JhOAQC2+DzPQ2WDcJk/iecjsU4cXxV2iiCeD55vd40/7RUS59+09+sexQRtkpF6UtCLiCU29fpWIxE/AG+4bQabDYbGhsb8/LSk5oNJqR6K/ryzvNI5YH+GlbrvrQ8FeJRFY0N02S1UQpIojcA6PWpJO9cJrFS+P3P5+zBKdQAoH+mohA6QJaihAUV/ebD6jXAaDTyQZ3Q640UuVSDBgDZwZ8U9fVXQ697KO1vlGvffDSAZVl4vV4MHTo0r1lSsbw1AvGgLIQGOJwPpgp2+uyIgH4NiMWGqTZQLiWpIq2UP2s+GmAwZrf+q0RoUFcgSB6Rlqoel/s9DB/xpGT1k9iSTab5cCw2ERzHwOmcK2ZhlgXxmTIajfzoOxB4IWeVZDVTLA8rsfPkW7UrnA0mHTjI8gLDMAj1zgHHeWTzPMiLXW6mIJUH6kdN7b60JUDiUUWKBcSsNkiv00I1hWcYRtRrTwqvZwmOHF6BM6cv4huY51oyi8Viou7xLtd1vNeXFPloAJCdGyeELEUJUzcyzYfVagCQ7h/HsixM5tepBgwQDQD63w1G4zkY2ryWL1hgGAbd3bNyagCQmjFM+d+Jf2lSA8QumC3bEY1GeR0gGmA0tkkaKGd2gskXssqkZnYzGp2Bo0dnIRF35aUBKR8/t6wGVAI0qCsQ8fhMfHHo3zUtRZFlFKlZFyVLNqHe7+DwFz/D0LPug9v9fUSjDkTC2T5GYpDRd62I6S/pRytV5p1pdaClv6MchVjuUSrUYrN7xRZ5YQsnNQhng8kyIymQ0Ov1MBguQSL+oGyeB1mCkwqSDIZd0OmiSCYtOCVh0ZNZMSck0wE+X0hQp3a5yu8/D77O2xEMTs65ZJYp6KTIAEBaD86amg9QV/dw2gxlPhoAEC86n2hAFQ5Pz1n9mo8GAKnvekPDctFK6UgkItnBI1MDMtt35UspNUBslr5SNQDonw2Oxf6V1v1Fp9NBx3wtpwYAqb+vlA4INUDKsD7UO0fSQJnjuLROMPnCMIyogXIuOs6Mx+nTt2nSAABgdDtgMG5FJDyX1wC5NorlZNAEdaXyqcukvf1F6A13y7rLk2UUJdVPSnA6FuOjg8tkqx3FIG29hPuRoA6AqLBlWh0QM85CB3X5LPeozdfRsq/WFw8R1Hz6VZJlxlwFEnIzQWIYjFuh14fBJVl0nBkvuk1mxZxS9Hq9JnHWCvGqspgXKloySyQSCAQCfJFB5oCrvq/y1+PZg2AwKGuTQJZ7clkzpGwjPJo6qWRSSA0A+ovBxPzmxDSgkL5xOp2OakAOiG9azk5Boc1pM3q5IBoASOfNhcPT4eu8XdTGSw4ts275oFUDYrEYdLrXsgZc/W0Ut/OdcYoB9amToFQ+dZmkzCI7wZq2peUjCPF3TcSRwysKloNXDOTyzDJH6oMRNYalhYa8iHO17JKbCRJrQ0WWE3t6ZqOx8WN4vA+pzkORggi6mqDO5X6Pz+1RC8dxioWX0e2Azf4LJJOvw2r5JuJxV9aAq/3UZCTiLnR0TMsZ1An95rq7uyVnLaLRGQiH7lUdiJUKuXw6qgHl1QCLZRGOHV2Zs2CBdEIQsyAxm/dIakAkPBcW6z6MP/fPMJneLsg1a511I4Gp2jZ8WjUgFoshmVyQNeAiee3d3bOLGtRRn7oKo2nI9eA4b58XUbRguQVKUetRpaUiqxjGpOQ65I5ZqvyXzHOSXMRSIObGr9PpUFNTo1oMyUxQPD4iy+k9s6MEkO5vV1u3H3p9V972Df7Aw5gw8XFYrH9RvW9NzV7odF1F961KjcpTCdEWyyKcOL4qa8DV0XEuTp++TdFSK1nuiYQvRk9PD9UAhSjJ+RwMGiBm66S1cpbM6MViw7I8FMWKcYQaYLG8DpYNgjXll2/Jsn/CV8Y+gvqGlzXtTwLTYuZ9CjUAALjk7KwBF8lrV9r/ulTQoK7I1NdfjUT8gaKUfCtBzqNKDNIAvBDirDUZWFgZJreEo7SyrZCUK6gTzo4wDAOv16s6qCMzQQbD4ayKuVxtqHy+6Ugm3ZrtG/jzRHaBYTgYjeobYZP2W/n6VuUiNSpPJUQr7S0rB6mSLNcMXDk1gBRkaXlGbTYb6urqZPcdDBogltLCMIymz4jM6Bn7CpyEaQVixThCiEbk+/zpDa1gGA4Ox8ea9ieBaSHSFKQQagAg3n6sUilM0gNFMRbrPtTUvtHXHP18TccIBF/B8BHP9FXZNYpuQ4yFHc7v4MSJdWhsXAqWZeFyuQCgJIKUT1BX6J6ulYpQsEkxitFoxJgxY/KyPJGDbxjv6Xd6j0ZnoK1tpORLIuCfBBO7ADabTfbYLMuivr4e/sDLsDveQTQyF0B/02yTaSbC4TcRi01EKLQZY8/5C0KhGIAJOa/b3zURFvPCrO8ux3Ho7OwEx3F8KyAl/Rul4JKz0d0zBYFAB9rb2xEKhUSDOvIsp16Cyl90Hs/7qK3bn5cGGAy7MGr0q5o0wO12w2KxwOVyFX25NJ+gTqhX1YyYBlgsFtTW1sJisRTlnKHeOTCZX4fXex2CKatDhMPT8eWXYyS/E9HoDHz55Rg0NTXJHpssxR869DSGDd+CcOhrAMbxv0/EJ0FvaEUwOBZOx2YMbX6u71loUXTtFssiHHvf02fJlfoZx3Ho7u6G1WpN6+Gq9R0i1ICTJ08iGo0iGAzC7Xanbedyv4e62n2Ix88D8HVN5yo0dKauxJCmyfksIfn9z8NoDKCu7k3JHCMykqurvYr3qGJZFh6PBx6Ph38xSi1f5FORRclGKlAVW1oxGo2YMmWKbFAXjW3B2HOeUdQEXK/X8+1+gPyd3uUwmUyora1FTc0+6PVdWUskLudteP+9HyHU+x309K4HywZlm4wrgeM49IY2o3nY42DZ3QgEAjmDukQigbaj92Bo8wNoP/2gaJ5bMplER0eH5HJpZgN0pdTU7stbA4gnnhYNcLvdsNlscDqd0Ov1OTWgUAUPgx01GmC1WjF06FDZQZQSQ2zhOVwuF6/npAtCMfK4yVI86Wtty2hbGI0uwycf34r2U1fyS6n5plQkk0kYDLvgdK2B0/UuH9Tl4tSpBzG0+QGcPCWtAXIV/DU1e6E3+EXtXMoFDepKAKPbAW/NL3DuV9chGhuW9xS2y3Udb6qayjH6h2ana6kCCK0VWUorwMqRC1NOtMw+yu0Tjb4saz4shAR1mbYzmZ+tTqeDw+HI+zMxGo3o7JiGRMItu0Ris16FaNShuTekEBJgiSWAi5FIJJBI7AHDcOC4/Zry3OTsXDJhdDvgcD6IxsZXoNNFkUiY89IAksAOFF8DtM6y5Xq+qQYoQ0pTlRhiC48hfOaJBmQG7IXSAJZlwbJLEM3RtpAspRYipcJbsxd6fVdWL2o5QuGdYBgODKNNAzo6piERd4nauZQLGtSVgFTSZQhGYwSssS3v1idOx2IcObwCp09fhGTSDYZB2Z2uyZQ7+d9c5f/5WAxUCmosDJS+5DweD4YNG9YnitIvAZa9UnETcLHrdrlcCIVfTasiI31ACxHUhULT0B28SzaPzGJZhI//tbwgM4YkwMpl6SCEmPVGIl/VdE41di4k8drh/BgGQwTJJJuXBsTjM3Ho83+rSA2Qm/0TQjVAfBu32w2r1SrbogxQZogtd90ulwvdPZtgtqzmK14LpQEmkwlDz/o2Pvroe7KFBCTHL99WYAD4gaQa82+TaSY4jkE4rM6OheDvmojTp29TbedSTOi8eglIJheAYf4biUQSvb3amq3rdDrY7XYMGzYMVqsVDocDgcAkWMwLYbHshcG4Bf6u8hRjAKmHePTo0bBarQNi5F2IWQIitkqOS15gBLFtWJZFTU0NRo0aBZPJJLt8wBrn4+N/2fCVs7Uvn5BlfL1+W15J/C73e6ip2YtOXxJDhvxQ8X6kB67a2WCDYRcMxq3guIUAUkFtqHcqTreP68t5CfLbOl2t8Hj2oLd3DoBhaccJ9X4HbacX9O3Toei8Q5tfRSh8Lsa1/B9Coa8BTAg1NXsRCIYBjJLcN6UBm9EdbITZ8iV8ndPgcKi6bX4WxWKxYNiwYfD7/QhSDdCM8FnVmoNZDA1wu92w2+0YMmQIgsEgpHA6FuPY0VEIBk9punYg1R9Zp/PB49kDf9fFmo9jNu/BuJZtCAT1AP5fxfsZjUZNuZ0OxztwOPeA4xaB5Oz6/edBr58Lf1cHhIdj2d1oGf8aentmo6NjZNpxXM7bsHfPBDQ0NADw5zyv2bwHLvfrCIV8cLo+h8ezB/H4cHhrDqu+92IxaGbqymU+DKSSLjs7fo4P/u96zeXPDMPA5XJh1KhRsNvtcDgcfPVjPD4TwcBdvNN1uRhII+9iVc0p+RsU49xabE7IMr7aKrJO30Y4nA+ipvZDAP0dUdT2mBQL6lh2N4aPeDLNHDVVGPQkXO5UxWyqB6MPOt1rvO2FXIsjYbcNMXQ6HWw2W5o9BLkO0nqNnNdoDCAefxssG4TdtiNnNxgCl5yNYOAunDy5GJ99eoNsdxgpyCyKw+HAqFGj4HK5qAbkQbGutZwaoNb3raZ2KZJJj6IUAiGZGmCxvqE4HUSI0WjkczsJZvMeSQ0gM4ou927odF28Btjtdsn7Npm3wWTqhsMp7W8ppwFCPzxi+9LTu57XFrP5A033rhRqPixBKcyHSRsjNQ+VXq+X3Cc1GnlQtcmiEnLNVJEcDJokPTDQ6XSqbU5SI/3s7gG5SI3uu9DcvBMu94t8jliuHpNKIH55wtw4MqNIcmVSPRg9SCYX8EGdXq9Pzcp5H0rLK+MNQmXyekjOofBvR65DGAwmEyP7GoN7wXEMorFhWd1gtLQyIxogto/BsCvrBVcoci0diiXwUyoXLUGd17ME4dC9qjvCCDXAbN6DWGwYOI6BySTeeUYNJHAS0wBSlOTvmsFbLJHAkGEYUQPlSHguIhE7ggHpJV4yCy6mAcJiL3KfOp2L171w+FzNqTBKoObDZURpw3GhoazBuAtDmh7CiJH/mVXJSEYjxTBZlOsQEQi+AtZ0L9ye96igDyKcrlaYLavR3v6i7HY1tUv7ghsOZvMH0OvDSCZZ0R6TLLsbI0c9BofzHkXdKIgXljA3zuv9DhIJF3yd08Gyu2EwbkU8Ni+rzY/HsyeVKF37Gm+0G/BPwheH/l31DDm5DmEwqNN/0VdY0QmG4cAa27K6wSjVAIZh0jSgvuFXsDt+nlXFSmYHlRaAqEGuQwTVgMGJFg1IBWFtYBgOkciHWdtarPswctRjsFjvVGSATfzyxDSgq2sGQqHNcLl3IxKem6UBJCCsq9vKnysanYGDHy5FT486+yCiAcKVDHKf8fghXvf8XVfzfbgrARrUFRCnqxUO54M5R9VCQSdFFHp9uM8kdBfv9p8ajXjAsktK0h+P5HMEAi+AYTrz7h6QeezBVOlWDqKxLRjX8idYrPuyGqorabLu8eyBTufD8RPrZM+TGt1/A5GIHeHwubwAi322JvM/odeHodOFNH+f6mqvQiS8GoHAJL7VmZgFgs83nX/RqF0KziQanYEjh1cAAMa1/Amh0Ga+4tRguADRqEN09o9oQK5WZtka0AuG6YXBuBUsu5t3+yfn1OsvpxpAUQRpNF9T+2HW805mtaS+S1o0INQ7B+HQ1xCLOuD1fDtrW4d9C/T6MBimV/NzSTSgOzhZtqNEqHdOUTTA4XwQTlcrH3CaTDMRizlVFWWUChrUFZDUA9EFi/WNLDsQs3kPWsY/C5f7RQxtXsuPIlLO1RYkEmaYTONhZP/Or9kHg5MRDt2LoWd9uySNz4mg19YuBcd58+4eIERL/kolvgSKeU2Zx1Z6LvK5xaL/A5YNwmJ5PauhOgnqWJaVDO5SXSM8aBpyfc5rJaNff9fVOHJ4BQyGS2Svk+OQ8/tkMOyC2fJSatnTsRMu93swW1anje5DvV9DIuHqMzVOJ+CfhJ7uKxGLOVFTuxSdvo2pXDzXu7LnlWu5ZLft4L304vGZKX8/84/x0cFlorN/RANSeX+6NG+w1KzlH3DWWf/E8BFPZmiAFRxnRTIxkv8b+P3P8+esr7t6UGqAmurSUlGJGkBMno1GI5/rxXGbstJnjEYjvF6vZEs3LRoQDk9PfU+P3YS6um9lb9j3veU4JmeKhsPxDmz2l2U1wGxegljUgVDv17L2D4en49SpS3gNaG9/MS33Twq9Xi+pAamBZBc8nj28v5/LeRuOHF6hqE1gqaFBXQEhrZSikblZQV0q0OuG2fxBWlJ5KoH6frQduQWRyId9yztMlneXw/GOomnxQuD1LEEi/kDW1HapkVsiLhfFbEuU+dJT+hLsN5RN+b7JFT4YDAY+4AsEX0mzNAn4JyEcuhf19VcX7J4i4UsRizkRDn2T/z6RTgfk+TAajWhuboaR3cp//x32a+B274ZO50sbcYdC0/DFoR+A4zjoDXej/fQaDG1ey8+OE9H1epag48yzMBoD8ObwrdLr9WhsbBQV9O6e2aq89IgGxGPzsrzBSI6O0/VJlgaEQ79EqPeXgiVeJitHZzBqgNwScbmoRA0QBnUkj1Qqx0uoAan/7s/bLIYGBIOp2eZY9Ft8igZxcxAGnUajER7vnpwaoNfNxcGDy3gN6PRtTLsHkhLh9SzB8RProNN1oSGHOTBpjSemAame2W7VxSTlggZ1BSTgn4Rg4C7E4zOzevWFeuekLVeJjViI71DHmQVZ3l2uvi93rmlxIPXQms3mshc5VOJMG6UfknxsMv+TX14oNGQJQ1iMQTodBLv/gSFNjyHY/Q+YTG8DiCCZtPDff5J+UFO7NKtgwGTeBobpRG9vdlI1oaZ2KWIxJzoVLJGQpveZea2h3qn46OAyxV56RAM4bnbWjCjJ0Qn4vyKpAakiEDc6zizIytGhGkDJRSD4CjyePfD5pivO8SJ5mzb7y0XRgFDv1CxvVoZh+CIcRrcDesPdONX+IHS6qKwGDG1ei2hsC4DURAnDdKLjzLOSuadNQ65HMunGKQXmwFIaEI3OQDBwl+piknJBg7oiIFY1Fg5P55eryExCJk7HYoRD94raEpAvN5kWz2z9JIRlWZjNZlEPJKlp92IwkOwNqgHSditlL5D7JZrZmURtuystpPq9ptqbdZx5lm80f/zEOjBMLwATgsHJfDJ0PDYPXs+SLNGOhOeC47ywWrOTqglez5LUEon/PFis+/jcODFI0/tC2RKQ5W5hUBWNzsAXh/4dX355KT+TkImcNUmhNKCUQRbVgNLCV4p79yr2f4zH5vF5aKXQAKC/IKPTtxE63WtgmE4EAtsUaUA0+jIAkj/nRU3tUj73NFMH6uuvRjBwFzrOjIfNtr+kGlAuBk1QV06fukJA8uvItHhm6yclkJ585R6952Kgje5Leb2ZPRyFkLZbXu93FF2L07EYx7/8MVj2WlGvKrmgQSsk8PT7n0+JcdyFmtqlaBpyPTjOyy8dZ/aEJHYisVjKQDganYFE/AGYzcq6QTgcW8GyQXT3/BmMbgfMltVpVkEm0/iCWTIUi0JpwEB5tgaSDlSKBpCBWiKxQHFQx3GzEQwsRiKRvcRYDA0A+gsyOs48i2RyATjOC6dzriIN0Ou/AiA1UZKIPwAgNdvo801HOCy9ROp0bUvTAL3h7rQAr1I1QK1PXWW/3QvIvn374HQ6i3b8Yn35C41S8REm1peaTOf1Skfr9ZKZ0+PHj6vaZ8SIEaJJ86m2W8a0LhO5zqHT6TD0rG/j4MHzEPAfh13QP5x8p2OxWN+xdkNv2I5O3/XQ6YbImv5KYbNehY7Ov6Cx8Tp4PUuwb68FE766EHa7HZ99dhai0R4AnbBZr0Kn7zlwyVRPSJJrZjS2pR2vvyvGaxg+4nVEwhcjGGzhf086SgAxwT2/Bobx9VXPpdzoST5rypJBWz7RQNEAQJkOCDVAa8eFfBhIOlAODbDZbFm/czoW48B+W1+HBGXn0Ov1MBguQXdwNgL+06IaAKSa26dm2P4Lnb4beA3Q8n33+aajtnY/amqX4tjRUUgkZ2PoWRPQ2fF+Tg1IJD4B0L8UKuyKEQlbMWr0633B6ZV995/qKMEwcX4fMjvY07sewDUACqMBxWDlypVYuXIlAoEAXC5Xzu0rX30GCFpGzVLHyWy2rrWVihhKl0NIgvJAGCUPVLTMnKr9XIigF2J2luSxdZx5lu/vqfY7Sfq95sr3yewJKbW8IlxCFsupIZWAgBHRqAN223f7qk09aQUlLtd1iMddqgxEk8kkotEokskkgMJpgFiz9UJqAKBMByqxSKHaGGgaIJxh06oBQH9RllgKAkFKA1j2yrTthF0xiE+dcBmZdJTgOEOaBnCcN60ASqsG9Pb2guM4xfsUGxrUFYD29hehN9wNg2GXIj8wOcSm1sVaqVAGH8Vc4skMSMTyL0kem5bOETqdLlXhqrLPKyEen4kjh1dkLa+Qrhi9PQtEgz5SCRgMzuMLHlLVpvemFW84HYtx4vgqRcnlpIsFAMRiMXAch0DwlTQNyGdARDRAuD/VAApQXA0gXRXkNIBYnmjtHkMslbTY8xB7H9Y4P+3nwq4YxEdOuIxMOkoE/HPTNCARfyCtAEqtBpAOFKFQiAZ11UYqybsTBuNW0QRpKchDIzZ9TewmcpmYUgY2akRaOLsi1jc1n3NkBnVkBkGv1/NiH4/PRCL+gOzoWu74+QR1uQiHp4sGfVo7SshhMBj41mRGoxE6nQ5+//NpGqA0qMtVvEQq/jIr8ijVg1YNAOTz69SeQ04DiI9bd3BKzhm2XNfR1NRUtBSFcHg6Dn3+b2mVqlo7SsghDOoYhsmyMCsnZQ/qHn/8cYwcORJmsxlTpkzBzp07Zbdfu3Ytxo0bB4vFgrFjx+JPf/pTia5UGpLkHY/Nk92OYRjU1NTwX2jhQ5NJIPACjMYAjGy2cz4lnXxGr+VOxtZaHSgW1JGfZQ4o8k2ON5neRl39I322I/1I9ZpkWRYul2tA5Jblg16v5/MKXa7rFGuAsHG4nAawLAuT+XXeiJgiTb7PcTl1IJ8K4cx0HYPBIDqjm68G6PV6WG370Tzs8bSJBjnjbjKjXe06wDAMWJalQR0AvPDCC7j55ptx1113obW1FbNmzcKll16KtrY20e2feOIJ3HHHHbjvvvvw4YcfYvXq1Vi5ciX+53/+p8RXnk59/dVIxB/g1/6lBIJhGHi9XkVf8n5H94Wy25GZQaljEmPaas6Ny0cUte5b7mBQDBLUFfqaUt0RsltzMQyDurq6rO8ey7J5LxUWOoes2Dgdi9M0ABD/jpCgTsnyE8uyaGhYnjPPh2pA/tYp1dTxpljPDSlKEuoA8ZwUO1++Qd1A04BKoaxB3SOPPIIbbrgBN954I8aNG4dHH30Uzc3NeOKJJ0S3f/bZZ/GDH/wA1157LUaNGoXrrrsON9xwA37961/nPFcgEEj7F4lECn07PIXohJDL0V1J2ydyLfkIenv7i0gkby+Ji/1AYjD5b6UMcT05Z6EyMRh2aTY1LlcOGcmNE9qdaKUQ9iFezxLJPJ9SaQBAdUCMwaQBQH9RkhodcDjegcf70KDVgHyIRCJZcYsSyhbURaNRHDhwAAsWpPcWXLBgAd566y3RfSKRCMxmc9rPLBYL9u7dy9suSNHc3AyXy8X/W7NmTX43kEG+BRJqyWz1IkyuLuTIPOVe36HIxZ5SOnJ9xoWcRYjHZyIcujdtFkqsSjuT1AxfaUyNxWBZFna7XVVSNsmNE2sWLobL9S6Gj3gy9SKoUg0AqA5UKnL5m4WeSSRFSUQHiAbI5Y+73Luh15dPA4DUErEa+yW1GuD2vJfWy7lQrFmzJi1maW5uVrRf2YK6M2fOIJFIpPnpAEBDQwNOnjwpus/ChQvxxz/+EQcOHADHcdi/fz/WrVuHWCyGM2fOyJ7v6NGj8Pv9/L877rijYPcCZAtsJmbzHoxr+RPf4kQNSjpBsCyL8ePHw263w26347zzzoPdbld9nkwRSLnX1yhq8EwpHble2oWaRZAKVJQkaJOWV+XqmShcBq6rOyjrJk/gc+PiIzB8xJOwWPcB6H++M5eSvDV7+Zy3XBrAsrvTWp2pgdhYlEMDAKoDlYqcvUkhVowA6SInsSrtTPxdM0RNjUuJXq+H2WxGY+PHmjSAzNiRHOJMDaip2ZfWy7lQ3HHHHWkxy9GjRxXtV/YMxszomeM4yYj65z//OS699FJccMEFMBqN+PrXv47ly5cDQM7RsdPpTPtX6inzVOumIN/iRA1KfIaEnlJaX+hiy0X19VdDr3uooA2eKYWFiHcxOoWQQEXq+ZLLeyEtr8rdM5FhGBiMqY4Svb0bZIMjkhtnMByG0RiA3bYDgHTVXmfHNNnm6UJM5m2SfWpzUU4NAKgOVDrFzO8j3yupAZxcRWswOBm+ztsHtAaQGTupHOKOjqmSvZzzwWQyZcUtSihbUFdbWwu9Xp81K9fe3p41e0ewWCxYt24dent7cfjwYbS1tWHEiBFwOByora0txWVrJtQ7B9GoI8s4EVA2jU2hSKE0d0ut8CvZfqD4p7HslYhGHXC5r1PU/zgSnotYzIlobBhaWv6Ent5/im7n95+HI4dXKPK2IscU61MLlD6Fg1I9lFMDim1TUigyNSDX+5Y8r5HwXJhMb2PY8CcQjWavtHX5Jkr2ci4HZfsUWJbFlClTsGVL+h9py5YtuPDCC2X3NRqNGDp0KPR6PZ5//nksXry4Yr9QZIQdi12Ijw4uyzJOBJRNY1Mo+aI2cV9ror/QjLtSYI3zFXWyIESjM3Dk8Aqw7FEY2SC6fM+l/V7KzkX03H0aIGWgTKBBHaXYaNUALStbnb6NGNq8VlO6QTHQqgHR6Aywpm3Q67sQ7O4vFNLr9Yor2UtJWSOhW2+9FX/84x+xbt06fPTRR7jlllvQ1taGFStWAEitKS9btozf/pNPPsGf//xnfPrpp9i7dy+uu+46fPDBB/jlL39ZrlvICfGhqtSgk0IBcgcUagIOoRl3IZHKaRFW2JnNezC0ea3ipOVUL8vVoua+TlcrGCaCRMKctbSiJqiT86KjUCqFXM+4WruUjjPPak43kIOYfwt1wGDYxeerutzqChdqaj6Aw/mgpAY4nA8imRgJjvOmpVlUaq/nsl7Ntddei0cffRT3338/zjvvPOzYsQObNm3C8OHDAQAnTpxI86xLJBJ4+OGHMXHiRMyfPx/hcBhvvfXWgGn6XA4q0UuJUl7Id0KYI5MryT/X74XImXFbrVbU1tbCarWqvm6S05IZSAkr7Ejvx1xJy4xuBxzOB1FTsxM6nS/N3Je456f6XIaQTLIVs7SiBaoBlEzEvhO5uiGp9Z+sqV0qmm5gs9kwZswYzWa9xP9OeB0G41Y+gKzpK15SUrgQCm3GWUN3QKfrktGALuj0XyARf0DxLF85KXsS149+9CP86Ec/Ev3dM888k/bf48aNQ2urer+bSsJgMJTUCJRMn1MoBPKdOHHiRFGOX19/NT777CzE41EA6VZDdrsdQ4cOhd1uRzQaLciz4O+aAY93D3y+qbBarDCZX0djo3zSsk73GhimC4mEGcmkB15v/wjcYDCgsbERx/anjuvvKmzlnk6ng9PppBpAKRvkOxEMBot2Dq9nCXa/lWqnBXTxP3c6nZgyZQoOHDjApyYcP348r3PFY/PA6F5FJDwH3T09qKnZm1MDAKCndz0YhgPHMWmzcEIN8NbsQTw2DxU2ISdJ2YO6UjF16lTo9XqsXLkSK1euLNt1GI3GvF9kZJRls9noCHyQUg2zL4XyUgsGJwOYg4C/CzrGjdOnWzBxwuWy+ySTC8Awr6Kn+yKYTAvgdIwFkN6ikBxX6sVH+j/29PSoul6Si0M1gJIP1aIBzc3NaG9vz+s48fhMHD8+Em63G/6uDnQHJ2PihOyixEycjmtw+vSfkEgs6JuFy9YAo3EejEYjxP7MOp0ONputqM0M1q5di7Vr1yKRSCjaftAEdfv27VNcElzpCEfeTqcTkUhkwD/cFHVU+uwLWcpR6q2ULzqdTlV+C5ecjXhiJoYNa4DP59N0ThLU9fb2ato/H6gGUCpdA0gOXqkgea6dnZ2K96mr+xY+/3yoaj9Hgl6v51cdigWZiAoEAor+ngNkQnFgw7IszjrrLNFm64VgsLWroVQ+ufztCg1JWlZzvlw5RIVE2MqroaGh4H8XqgGUSqMQPaDVIOUjJ0c19pelQV0JMJlMGDZsGKxWKx1JUyoGsvypNWF5sEH+XhaLRfXfzWQy8QFkY2Mj9aSkVARKuhVR+iHpU0ajsWItiGhQR6EMUgoV1Mn1n1SLTqfLaj8mNDcNhTajedha1NR+WHIxJX8vm82WJuy52qVRKJVKoex2CtlruJI1QBjUkdUIMttXKRM2NKijUCiqyBzdC9tT5QvpriIl6D2962EwBMBxm7Jmu8jSpnD5RWvQZTAY4HQ6RZdyhAnqYtdLoVQ7mRpQyKAuHw0wGAyw2+1l0QAa1FF4pGY6CjkDooZqqKoajOQrrEo/d5ZlMXr0aIwZM6bk1Zc261WIx12ivVbJ8+L1evnr0dqCT8xolfx97HZ7we9Z6lkv5MtSDVQDBi75vDe0aADLsiX9vshpAMuy8Hg8ac/MQNGAQkETOwqIli82y7IYM2YMhgwZAgBpnj3CGZBiVtdkIqyqKuV5KflRqKBOCZnVl1KQUfKwYcPAsmze3yen8wocP342vJ5J8Hd9kfX7QlgGCSFLQSzLKqo2LLQGlCuoq/TKSoo0+cyca9UAAJL7kWeIaEC+5NKAQs+ckRUAn8+n6u9TLgZNUFcKnzq5D1wqfynzwRg9erRoQQUdOVMGIizLYsKECRg9erSiwYlwloEkIgu/84UO2nKh1+thsVhUN0CX+p1aDRD+vagGUAYiLMviK1/5Cq8BuahEDWhqaiqqUbMc1KdOgnL71AmTrOWEWcrpm46cKYWmFEGCmlkDIuajR49GNBotaK5eJaBWA4D0mXKqAZRiUKiuDlKQ55pqgDaoT12FQ16kg/lLSikOaoM0EiRUQn4IWYJUOpon92q1WmWTmYtp19De/iL0hrvB6Hao2o9qAKVYaBmomUymtPy4cqFVA4TFCpl5c5WqAcWEBnUUSpWg1YC2XMa1QlHOvIbMl1Pm0qUwYVnKPJTYNRgMBhiNRlnzb9KTWU0y9fET68AwndDpXlN76xRKURhoGgBkFx+o1QAS1InZigxGDaBBHYVCKRlygZwQsSBPLB9N6UjcarWisbFRsh2QloKEpiHXg+O8SCYXKN6HQqEo0wGqAdoYNDl1FAolPwqRg6c1L0zq3GQkfvz48ayEauF+xDCY2C9k5hBpubf6+qvx2Wdnqb4XCmWgIla4oAUtOpBLA9rb22Wf7UwNyDxWtWgAnamjUCiKKGcuGHkJSAkuSagWE/zM/YRLMgRaWUqh5KachQu5NADon7UTPttSGlCIoK4SoUFdAaiWLwOFQtEG1QAKhVIJ0OXXAlAMqwH6kqBQBg7FMiWlOkChUNQwaGbqpk6dipaWFqxdu7bcl6KIclYjUShCaGBRPqgOUCoFqgPlYe3atWhpacHUqVMVbT9oZurKbT5MoQxUBpPpLX1xUSjiDBYdqDQNoObDlIJSaV9wysBhIH53lCRjD0YG4mdJKT/Cll8DhYGuAYNmpq7cDFRRHCyjM0rhGQjNr/NFjcXDQNUAgOoARRuDoc1XoWxeCgWdqSsRNDeGQikfagMqpYamal5aVAMolPJRCRpQCmhQR6FQqh61ARXxsitWz0gKhVJatGqAmrZhlcDAuloKhVLxDORlxkwqbWmFQhkoVJMODKR7oUEdhUIpKOXMv9KyxKKkU0WlLK1QKAOFcumAWg1QMnAbSPnBg2b5daD51FEoFGUoaQ4utY/dbpfcfiCNzimUwYwWDSD7jRkzBqNHj65YDaA+dRJQnzoKpTrRMiOgZB9a8UmhDAy0Pqu59qsEDaA+dRQKhUKhUCiDEBrUUSgUCoVCoVQBNKijUCgUCoVCqQLKHtQ9/vjjGDlyJMxmM6ZMmYKdO3fKbv+Xv/wFEydOhNVqxZAhQ/D9738fHR0dJbpaCoVCoVAolMqkrEHdCy+8gJtvvhl33XUXWltbMWvWLFx66aVoa2sT3f7NN9/EsmXLcMMNN+DDDz/Eiy++iH379uHGG28s8ZVTKJRyUAnVaBQKpXxQDZCnrEHdI488ghtuuAE33ngjxo0bh0cffRTNzc144oknRLd/++23MWLECKxatQojR47ERRddhB/84AfYv39/znMFAoG0f5FIpNC3Q6FQigxttUWhDG4GiwZEIpGsuEUJZQvqotEoDhw4gAULFqT9fMGCBXjrrbdE97nwwgtx7NgxbNq0CRzH4dSpU/j73/+Oyy+/POf5mpub4XK5+H9r1qwpyH1QKBQKhUKhFJI1a9akxSzNzc2K9iubT92ZM2eQSCTQ0NCQ9vOGhgacPHlSdJ8LL7wQf/nLX3DttdciHA4jHo/jyiuvxO9+97uc5zt69GiaT121R/kUCoVCoVAGJnfccQduvfVW/r8DgYCiwK7shRIMw6T9N8dxWT8jHDx4EKtWrcI999yDAwcOYPPmzfjiiy+wYsWKnOdxOp1p/2hQR6FQKBQKpRIxmUxZcYsSyjZTV1tbC71enzUr197enjV7R1izZg1mzpyJn/70pwCACRMmwGazYdasWXjggQcwZMiQol83hUKhADRhm0IZ7FSiBpRtpo5lWUyZMgVbtmxJ+/mWLVtw4YUXiu7T29sLnS79kvV6PYDUDB+FQqGUisGSsE2hUMSpRA0o6/Lrrbfeij/+8Y9Yt24dPvroI9xyyy1oa2vjl1PvuOMOLFu2jN/+iiuuwIYNG/DEE0/g0KFD2LVrF1atWoVp06ahqampXLdBoVAoFAqFUnbKtvwKANdeey06Ojpw//3348SJEzj33HOxadMmDB8+HABw4sSJNM+65cuXIxgM4ve//z1uu+02uN1uzJ07F7/+9a/LdQsUCoVCoVAoFQHDVfm6ZSAQgMvlgt/vV5xoSKFQKBQKhVIpKI1lyl79WiqmTp2KlpYWrF27tqDHjUQiuO+++watmfFgv3+A/g3o/Q/u+wfo34DeP73/Yt3/2rVr0dLSgqlTpyrans7UVfjxK53Bfv8A/RvQ+x/c9w/QvwG9f3r/xb5/OlOnkULP5BXyPJW8TynOUcn7aEHteQb7/Zdqn8F+/1r3KcU5KnkfLVTq97ma7r+U+1TEObgqx+/3cwA4v9+vaPtx48YV9fhaz1Op+wz2++e40v0NBvv9l2qfwX7/WvbR8jeo1HvRsk8lfwcG+/2XYp9S3L/Sc5S1+rUUcH2ry0qb4SYSCcXbCo+rZh8t56nUfQb7/QOl+xsM9vsv1T6D/f617KPlb1Cp96Jln0r+Dgz2+y/FPqW4f7IdlyNjrupz6o4dO6a4ES6FQqFQKBRKpXL06FEMHTpU8vdVH9Qlk0kcP34cDodDsqcshUKhUCgUSqXCcRyCwSCampqyOmsJqfqgjkKhUCgUCmUwQKtfKRQKhUKhUKoAGtRRKBQKhUKhVAE0qKNQKBQKhUKpAmhQJ8Ljjz+OkSNHwmw2Y8qUKdi5c6fs9m+88QamTJkCs9mMUaNG4cknn8zaZv369WhpaYHJZEJLSwteeumlYl1+3qi5/w0bNmD+/Pmoq6uD0+nEjBkz8Oqrr6Zt88wzz4BhmKx/4XC42LeiCTX3v337dtF7+9e//pW2XbV+/suXLxe9//Hjx/PbDKTPf8eOHbjiiivQ1NQEhmGwcePGnPtU2/Ov9m9QbRqg9v6rTQPU3n+1acCaNWswdepUOBwO1NfXY8mSJfj4449z7lcpOkCDugxeeOEF3HzzzbjrrrvQ2tqKWbNm4dJLL0VbW5vo9l988QUuu+wyzJo1C62trbjzzjuxatUqrF+/nt9m9+7duPbaa7F06VK89957WLp0Ka655hrs2bOnVLelGLX3v2PHDsyfPx+bNm3CgQMHcPHFF+OKK65Aa2tr2nZOpxMnTpxI+2c2m0txS6pQe/+Ejz/+OO3ezj77bP531fz5/+d//mfafR89ehRerxdXX3112nYD5fPv6enBxIkT8fvf/17R9tX2/APq/wbVpgFq759QLRqg9v6rTQPeeOMNrFy5Em+//Ta2bNmCeDyOBQsWoKenR3KfitIBVfbHg4Bp06ZxK1asSPvZOeecw/3sZz8T3f7222/nzjnnnLSf/eAHP+AuuOAC/r+vueYabtGiRWnbLFy4kLvuuusKdNWFQ+39i9HS0sKtXr2a/++nn36ac7lchbrEoqL2/l9//XUOAOfz+SSPOZg+/5deeoljGIY7fPgw/7OB9PkLAcC99NJLsttU2/OfiZK/gRgDWQOEKLn/atMAIVo+/2rSAI7juPb2dg4A98Ybb0huU0k6QGfqBESjURw4cAALFixI+/mCBQvw1ltvie6ze/furO0XLlyI/fv3IxaLyW4jdcxyoeX+M0kmkwgGg/B6vWk/7+7uxvDhwzF06FAsXrw4axRfCeRz/5MmTcKQIUNwySWX4PXXX0/73WD6/J966inMmzcPw4cPT/v5QPj8tVBNz3+hGMgakA/VoAGFoNo0wO/3A0DW91lIJekADeoEnDlzBolEAg0NDWk/b2howMmTJ0X3OXnypOj28XgcZ86ckd1G6pjlQsv9Z/Lwww+jp6cH11xzDf+zc845B8888wxefvll/PWvf4XZbMbMmTPx6aefFvT680XL/Q8ZMgR/+MMfsH79emzYsAFjx47FJZdcgh07dvDbDJbP/8SJE/jnP/+JG2+8Me3nA+Xz10I1Pf+FYiBrgBaqSQPypdo0gOM43Hrrrbjoootw7rnnSm5XSTpQ9b1ftZDZeYLjONluFGLbZ/5c7THLidZr/etf/4r77rsP//3f/436+nr+5xdccAEuuOAC/r9nzpyJyZMn43e/+x0ee+yxwl14gVBz/2PHjsXYsWP5/54xYwaOHj2K3/zmN5g9e7amY5Ybrdf6zDPPwO12Y8mSJWk/H2ifv1qq7fnPh2rRADVUowZopdo04KabbsL777+PN998M+e2laIDdKZOQG1tLfR6fVbk3N7enhVhExobG0W3NxgMqKmpkd1G6pjlQsv9E1544QXccMMN+Nvf/oZ58+bJbqvT6TB16tSKG6Xlc/9CLrjggrR7GwyfP8dxWLduHZYuXQqWZWW3rdTPXwvV9PznSzVoQKEYqBqQD9WmAT/+8Y/x8ssv4/XXX5fttQpUlg7QoE4Ay7KYMmUKtmzZkvbzLVu24MILLxTdZ8aMGVnbv/baazj//PNhNBplt5E6ZrnQcv9AanS+fPlyPPfcc7j88stznofjOLz77rsYMmRI3tdcSLTefyatra1p91btnz+Qqhj77LPPcMMNN+Q8T6V+/lqopuc/H6pFAwrFQNWAfKgWDeA4DjfddBM2bNiAbdu2YeTIkTn3qSgdKGjZRRXw/PPPc0ajkXvqqae4gwcPcjfffDNns9n4Sp6f/exn3NKlS/ntDx06xFmtVu6WW27hDh48yD311FOc0Wjk/v73v/Pb7Nq1i9Pr9dyvfvUr7qOPPuJ+9atfcQaDgXv77bdLfn+5UHv/zz33HGcwGLi1a9dyJ06c4P91dXXx29x3333c5s2buc8//5xrbW3lvv/973MGg4Hbs2dPye8vF2rv/7e//S330ksvcZ988gn3wQcfcD/72c84ANz69ev5bar58yd897vf5aZPny56zIH0+QeDQa61tZVrbW3lAHCPPPII19rayh05coTjuOp//jlO/d+g2jRA7f1XmwaovX9CtWjAD3/4Q87lcnHbt29P+z739vby21SyDtCgToS1a9dyw4cP51iW5SZPnpxWyvy9732PmzNnTtr227dv5yZNmsSxLMuNGDGCe+KJJ7KO+eKLL3Jjx47ljEYjd84556Q98JWGmvufM2cOByDr3/e+9z1+m5tvvpkbNmwYx7IsV1dXxy1YsIB76623SnhH6lBz/7/+9a+50aNHc2azmfN4PNxFF13E/eMf/8g6ZrV+/hzHcV1dXZzFYuH+8Ic/iB5vIH3+xJ5C6vs8GJ5/tX+DatMAtfdfbRqg5RmoJg0Qu3cA3NNPP81vU8k6wPTdBIVCoVAoFAplAENz6igUCoVCoVCqABrUUSgUCoVCoVQBNKijUCgUCoVCqQJoUEehUCgUCoVSBdCgjkKhUCgUCqUKoEEdhUKhUCgUShVAgzoKhUKhUCiUKoAGdRQKhUKhUChVAA3qKBQKJYPt27eDYRh0dXWV+1IoFApFMTSoo1Aog5Lly5eDYRgwDAOj0YhRo0bhJz/5CXp6esp9aRQKhaIJQ7kvgEKhUMrFokWL8PTTTyMWi2Hnzp248cYb0dPTg2uvvbbcl0ahUCiqoTN1FApl0GIymdDY2Ijm5mZ8+9vfxne+8x1s3LiR//2BAwdw/vnnw2q14sILL8THH3/M/+7zzz/H17/+dTQ0NMBut2Pq1KnYunVr2vEff/xxnH322TCbzWhoaMC3vvUt/nccx+Ghhx7CqFGjYLFYMHHiRPz9738v+j1TKJTqhQZ1FAqF0ofFYkEsFuP/+6677sLDDz+M/fv3w2Aw4Prrr+d/193djcsuuwxbt25Fa2srFi5ciCuuuAJtbW0AgP3792PVqlW4//778fHHH2Pz5s2YPXs2v//dd9+Np59+Gk888QQ+/PBD3HLLLfjud7+LN954o3Q3TKFQqgqG4ziu3BdBoVAopWb58uXo6uriZ+b27t2Lyy67DJdccgl++MMf4uKLL8bWrVtxySWXAAA2bdqEyy+/HKFQCGazWfSY48ePxw9/+EPcdNNN2LBhA77//e/j2LFjcDgcadv19PSgtrYW27Ztw4wZM/if33jjjejt7cVzzz1XnJumUChVDc2po1Aog5ZXXnkFdrsd8XgcsVgMX//61/G73/0OBw8eBABMmDCB33bIkCEAgPb2dgwbNgw9PT1YvXo1XnnlFRw/fhzxeByhUIifqZs/fz6GDx+OUaNGYdGiRVi0aBG+8Y1vwGq14uDBgwiHw5g/f37a9USjUUyaNKlEd0+hUKoNGtRRKJRBy8UXX4wnnngCRqMRTU1NMBqNAMAHdeS/AYBhGABAMpkEAPz0pz/Fq6++it/85jcYM2YMLBYLvvWtbyEajQIAHA4H3nnnHWzfvh2vvfYa7rnnHtx3333Yt28ff4x//OMfOOuss9KuyWQyFfemKRRK1UKDOgqFMmix2WwYM2aMpn137tyJ5cuX4xvf+AaAVI7d4cOH07YxGAyYN28e5s2bh3vvvRdutxvbtm3D/PnzYTKZ0NbWhjlz5uR7GxQKhQKABnUUCoWiiTFjxmDDhg244oorwDAMfv7zn/MzcEBqaffQoUOYPXs2PB4PNm3ahGQyibFjx8LhcOAnP/kJbrnlFiSTSVx00UUIBAJ46623YLfb8b3vfa+Md0ahUAYqNKijUCgUDfz2t7/F9ddfjwsvvBC1tbX4j//4DwQCAf73brcbGzZswH333YdwOIyzzz4bf/3rXzF+/HgAwC9+8QvU19djzZo1OHToENxuNyZPnow777yzXLdEoVAGOLT6lUKhUCgUCqUKoD51FAqFQqFQKFUADeooFAqFQqFQqgAa1FEoFAqFQqFUATSoo1AoFAqFQqkCaFBHoVAoFAqFUgXQoI5CoVAoFAqlCqBBHYVCoVAoFEoVQIM6CoVCoVAolCqABnUUCoVCoVAoVQAN6igUCoVCoVCqABrUUSgUCoVCoVQB/z9FvFp3DOJgBgAAAABJRU5ErkJggg==", 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" ] @@ -517,7 +545,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -551,9 +579,17 @@ "id": "2024f430", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/utils.py:486: UserWarning: SIMON says: Stingray only uses poisson err_dist at the moment. All analysis in the light curve will assume Poisson errors. Sorry for the inconvenience.\n", + " warnings.warn(\"SIMON says: {0}\".format(message), **kwargs)\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -590,7 +626,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "5it [00:00, 5283.83it/s]\n", + "8it [00:00, 20447.55it/s]\n", "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/fourier.py:1134: UserWarning: n_ave is below 30. Please note that the error bars on the quantities derived from the cross spectrum are only reliable for a large number of averaged powers.\n", " warnings.warn(\n", "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/fourier.py:1161: RuntimeWarning: invalid value encountered in sqrt\n", @@ -599,7 +635,7 @@ }, { "data": { - "image/png": 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", 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"text/plain": [ "
" ] @@ -616,7 +652,7 @@ " lc1=analyser.light_curves['g-band'],\n", " lc2=analyser.light_curves['r-band'],\n", " norm='frac',\n", - " segment_size=(50 * u.s).to_value(u.d), # stingray assumes all time values are in seconds but OPTICAM uses Barycentric MJD\n", + " segment_size=(segment_size).to_value(u.d), # stingray assumes all time values are in seconds but OPTICAM uses Barycentric MJD\n", ")\n", "\n", "avg_cs_amplitude = np.abs(avg_cs.power)\n", @@ -641,7 +677,7 @@ "id": "5f1fc122", "metadata": {}, "source": [ - "That looks how we'd expect. So far so good. Let's try to compute the coherence between these two light curves:" + "That looks how we'd expect. So far so good. Let's try to compute the coherence between these two light curves and check it's in the expected range ($0 \\leq \\text{coherence} \\leq 1$):" ] }, { @@ -651,72 +687,77 @@ "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/utils.py:486: UserWarning: SIMON says: Number of segments used in averaging is significantly low. The result might not follow the expected statistical distributions.\n", - " warnings.warn(\"SIMON says: {0}\".format(message), **kwargs)\n" + "False\n" ] }, { - "ename": "ValueError", - "evalue": "'yerr' must not contain negative values", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[13]\u001b[39m\u001b[32m, line 5\u001b[39m\n\u001b[32m 1\u001b[39m fig, ax = plt.subplots(tight_layout=\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[32m 3\u001b[39m coh, coh_err = avg_cs.coherence()\n\u001b[32m----> \u001b[39m\u001b[32m5\u001b[39m \u001b[43max\u001b[49m\u001b[43m.\u001b[49m\u001b[43merrorbar\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 6\u001b[39m \u001b[43m \u001b[49m\u001b[43mavg_cs\u001b[49m\u001b[43m.\u001b[49m\u001b[43mfreq\u001b[49m\u001b[43m \u001b[49m\u001b[43m/\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m86400\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[32m 7\u001b[39m \u001b[43m \u001b[49m\u001b[43mcoh\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 8\u001b[39m \u001b[43m \u001b[49m\u001b[43mcoh_err\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 9\u001b[39m \u001b[43m \u001b[49m\u001b[43mc\u001b[49m\u001b[43m=\u001b[49m\u001b[33;43m'\u001b[39;49m\u001b[33;43mblack\u001b[39;49m\u001b[33;43m'\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[32m 10\u001b[39m \u001b[43m)\u001b[49m\n\u001b[32m 12\u001b[39m ax.set_xlabel(\u001b[33m'\u001b[39m\u001b[33mFrequency [Hz]\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 13\u001b[39m ax.set_ylabel(\u001b[33m'\u001b[39m\u001b[33mCoherence\u001b[39m\u001b[33m'\u001b[39m)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/opticam/lib/python3.13/site-packages/matplotlib/__init__.py:1473\u001b[39m, in \u001b[36m_preprocess_data..inner\u001b[39m\u001b[34m(ax, data, *args, **kwargs)\u001b[39m\n\u001b[32m 1470\u001b[39m \u001b[38;5;129m@functools\u001b[39m.wraps(func)\n\u001b[32m 1471\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34minner\u001b[39m(ax, *args, data=\u001b[38;5;28;01mNone\u001b[39;00m, **kwargs):\n\u001b[32m 1472\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m1473\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 1474\u001b[39m \u001b[43m \u001b[49m\u001b[43max\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 1475\u001b[39m \u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[38;5;28;43mmap\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43msanitize_sequence\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 1476\u001b[39m \u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43m{\u001b[49m\u001b[43mk\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43msanitize_sequence\u001b[49m\u001b[43m(\u001b[49m\u001b[43mv\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mk\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mv\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m.\u001b[49m\u001b[43mitems\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 1478\u001b[39m bound = new_sig.bind(ax, *args, **kwargs)\n\u001b[32m 1479\u001b[39m auto_label = (bound.arguments.get(label_namer)\n\u001b[32m 1480\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m bound.kwargs.get(label_namer))\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/miniforge3/envs/opticam/lib/python3.13/site-packages/matplotlib/axes/_axes.py:3743\u001b[39m, in \u001b[36mAxes.errorbar\u001b[39m\u001b[34m(self, x, y, yerr, xerr, fmt, ecolor, elinewidth, capsize, barsabove, lolims, uplims, xlolims, xuplims, errorevery, capthick, **kwargs)\u001b[39m\n\u001b[32m 3740\u001b[39m res = np.zeros(err.shape, dtype=\u001b[38;5;28mbool\u001b[39m) \u001b[38;5;66;03m# Default in case of nan\u001b[39;00m\n\u001b[32m 3741\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m np.any(np.less(err, -err, out=res, where=(err == err))):\n\u001b[32m 3742\u001b[39m \u001b[38;5;66;03m# like err<0, but also works for timedelta and nan.\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m3743\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[32m 3744\u001b[39m \u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdep_axis\u001b[38;5;132;01m}\u001b[39;00m\u001b[33merr\u001b[39m\u001b[33m'\u001b[39m\u001b[33m must not contain negative values\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 3745\u001b[39m \u001b[38;5;66;03m# This is like\u001b[39;00m\n\u001b[32m 3746\u001b[39m \u001b[38;5;66;03m# elow, ehigh = np.broadcast_to(...)\u001b[39;00m\n\u001b[32m 3747\u001b[39m \u001b[38;5;66;03m# return dep - elow * ~lolims, dep + ehigh * ~uplims\u001b[39;00m\n\u001b[32m 3748\u001b[39m \u001b[38;5;66;03m# except that broadcast_to would strip units.\u001b[39;00m\n\u001b[32m 3749\u001b[39m low, high = dep + np.vstack([-(\u001b[32m1\u001b[39m - lolims), \u001b[32m1\u001b[39m - uplims]) * err\n", - "\u001b[31mValueError\u001b[39m: 'yerr' must not contain negative values" + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/zac/miniforge3/envs/opticam/lib/python3.13/site-packages/stingray/utils.py:486: UserWarning: SIMON says: Number of segments used in averaging is significantly low. The result might not follow the expected statistical distributions.\n", + " warnings.warn(\"SIMON says: {0}\".format(message), **kwargs)\n" ] - }, - { - "data": { - "image/png": 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f+MIXTpp/6aWXxosvvjhkbO3atXH06NH4l3/5lxFjLZfLRS6XK2ZrAADveUWFXUREY2NjLF++PBYsWBALFy6MjRs3xrFjx2LFihUREbFs2bKYPXt2NDc3R0VFRVx22WVD1l9wwQURESeNAwDw7hQddg0NDXHo0KFYt25ddHV1xbx586Ktra3whooDBw5EaakvtAAAmGglWZZlk72Jd9Lb2xtVVVXR09MTlZWVk70dAIB3ZbzaxqU1AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgEQIOwCARAg7AIBECDsAgESMKuxaWlpizpw5UVFRETU1NbFjx44R527evDkWLVoUU6dOjalTp0ZdXd0p5wMAMDpFh93WrVujsbExmpqaYteuXTF37tyor6+P119/fdj527dvjxtuuCF+/OMfR0dHR+Tz+fjUpz4Vv/rVr9715gEAeEtJlmVZMQtqamriqquuioceeigiIgYHByOfz8cdd9wRq1evfsf1AwMDMXXq1HjooYdi2bJlp/WYvb29UVVVFT09PVFZWVnMdgEAzjjj1TZFXbHr7++PnTt3Rl1d3Vt3UFoadXV10dHRcVr38cYbb8Tx48fj/e9//4hz+vr6ore3d8gNAIBTKyrsDh8+HAMDA1FdXT1kvLq6Orq6uk7rPu66666YNWvWkDh8u+bm5qiqqirc8vl8MdsEAHhPmtB3xW7YsCG2bNkSTz/9dFRUVIw4b82aNdHT01O4HTx4cAJ3CQBwdppSzORp06ZFWVlZdHd3Dxnv7u6OGTNmnHLtAw88EBs2bIgf/vCHccUVV5xybi6Xi1wuV8zWAADe84q6YldeXh7z58+P9vb2wtjg4GC0t7dHbW3tiOvuv//+uO+++6KtrS0WLFgw+t0CADCioq7YRUQ0NjbG8uXLY8GCBbFw4cLYuHFjHDt2LFasWBEREcuWLYvZs2dHc3NzRET88z//c6xbty6eeOKJmDNnTuF38d73vvfF+973vjF8KgAA721Fh11DQ0McOnQo1q1bF11dXTFv3rxoa2srvKHiwIEDUVr61oXAb37zm9Hf3x9//dd/PeR+mpqa4stf/vK72z0AAAVFf47dZPA5dgBASs6Iz7EDAODMJewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASIewAABIh7AAAEiHsAAASMaqwa2lpiTlz5kRFRUXU1NTEjh07Tjn/e9/7Xlx66aVRUVERl19+ebS2to5qswAAjKzosNu6dWs0NjZGU1NT7Nq1K+bOnRv19fXx+uuvDzv/hRdeiBtuuCFuvvnm2L17dyxZsiSWLFkSP//5z9/15gEAeEtJlmVZMQtqamriqquuioceeigiIgYHByOfz8cdd9wRq1evPml+Q0NDHDt2LH7wgx8Uxj7+8Y/HvHnzYtOmTaf1mL29vVFVVRU9PT1RWVlZzHYBAM4449U2U4qZ3N/fHzt37ow1a9YUxkpLS6Ouri46OjqGXdPR0RGNjY1Dxurr6+OZZ54Z8XH6+vqir6+v8HNPT09E/OFfAgDA2e7Npiny+to7KirsDh8+HAMDA1FdXT1kvLq6Ovbu3Tvsmq6urmHnd3V1jfg4zc3Nce+99540ns/ni9kuAMAZ7X//93+jqqpqzO6vqLCbKGvWrBlyle/IkSPxgQ98IA4cODCmT56J09vbG/l8Pg4ePOjl9LOYczz7OcM0OMezX09PT1x44YXx/ve/f0zvt6iwmzZtWpSVlUV3d/eQ8e7u7pgxY8awa2bMmFHU/IiIXC4XuVzupPGqqip/gM9ylZWVzjABzvHs5wzT4BzPfqWlY/vJc0XdW3l5ecyfPz/a29sLY4ODg9He3h61tbXDrqmtrR0yPyLiueeeG3E+AACjU/RLsY2NjbF8+fJYsGBBLFy4MDZu3BjHjh2LFStWRETEsmXLYvbs2dHc3BwREXfeeWdce+218fWvfz2uv/762LJlS/zsZz+LRx55ZGyfCQDAe1zRYdfQ0BCHDh2KdevWRVdXV8ybNy/a2toKb5A4cODAkMuKV199dTzxxBOxdu3auPvuu+Mv/uIv4plnnonLLrvstB8zl8tFU1PTsC/PcnZwhmlwjmc/Z5gG53j2G68zLPpz7AAAODP5rlgAgEQIOwCARAg7AIBECDsAgEScMWHX0tISc+bMiYqKiqipqYkdO3accv73vve9uPTSS6OioiIuv/zyaG1tnaCdMpJiznDz5s2xaNGimDp1akydOjXq6ure8cyZGMX+XXzTli1boqSkJJYsWTK+G+QdFXuGR44ciZUrV8bMmTMjl8vFJZdc4r+pk6zYM9y4cWN86EMfinPPPTfy+XysWrUqfv/730/QbhnOT37yk1i8eHHMmjUrSkpK4plnnnnHNdu3b4+Pfexjkcvl4oMf/GA8/vjjxT9wdgbYsmVLVl5enj322GPZf//3f2e33HJLdsEFF2Td3d3Dzv/pT3+alZWVZffff3/20ksvZWvXrs3OOeec7MUXX5zgnfOmYs/wxhtvzFpaWrLdu3dne/bsyf72b/82q6qqyv7nf/5ngnfOHyv2HN/06quvZrNnz84WLVqUfeYzn5mYzTKsYs+wr68vW7BgQXbddddlzz//fPbqq69m27dvzzo7Oyd457yp2DP8zne+k+Vyuew73/lO9uqrr2bPPvtsNnPmzGzVqlUTvHP+WGtra3bPPfdkTz31VBYR2dNPP33K+fv378/OO++8rLGxMXvppZeyb3zjG1lZWVnW1tZW1OOeEWG3cOHCbOXKlYWfBwYGslmzZmXNzc3Dzv/sZz+bXX/99UPGampqsr/7u78b130ysmLP8O1OnDiRnX/++dm3v/3t8doip2E053jixIns6quvzr71rW9ly5cvF3aTrNgz/OY3v5lddNFFWX9//0RtkXdQ7BmuXLky+8u//MshY42Njdk111wzrvvk9J1O2H3xi1/MPvrRjw4Za2hoyOrr64t6rEl/Kba/vz927twZdXV1hbHS0tKoq6uLjo6OYdd0dHQMmR8RUV9fP+J8xtdozvDt3njjjTh+/PiYfxkyp2+05/iVr3wlpk+fHjfffPNEbJNTGM0Zfv/734/a2tpYuXJlVFdXx2WXXRbr16+PgYGBido2f2Q0Z3j11VfHzp07Cy/X7t+/P1pbW+O6666bkD0zNsaqbYr+5omxdvjw4RgYGCh8c8WbqqurY+/evcOu6erqGnZ+V1fXuO2TkY3mDN/urrvuilmzZp30h5qJM5pzfP755+PRRx+Nzs7OCdgh72Q0Z7h///740Y9+FDfddFO0trbGvn374vbbb4/jx49HU1PTRGybPzKaM7zxxhvj8OHD8YlPfCKyLIsTJ07EbbfdFnffffdEbJkxMlLb9Pb2xu9+97s499xzT+t+Jv2KHWzYsCG2bNkSTz/9dFRUVEz2djhNR48ejaVLl8bmzZtj2rRpk70dRmlwcDCmT58ejzzySMyfPz8aGhrinnvuiU2bNk321jhN27dvj/Xr18fDDz8cu3btiqeeeiq2bdsW991332RvjUkw6Vfspk2bFmVlZdHd3T1kvLu7O2bMmDHsmhkzZhQ1n/E1mjN80wMPPBAbNmyIH/7wh3HFFVeM5zZ5B8We4y9+8Yt47bXXYvHixYWxwcHBiIiYMmVKvPzyy3HxxReP76YZYjR/F2fOnBnnnHNOlJWVFcY+/OEPR1dXV/T390d5efm47pmhRnOGX/rSl2Lp0qXxuc99LiIiLr/88jh27Fjceuutcc899wz5/nbOXCO1TWVl5WlfrYs4A67YlZeXx/z586O9vb0wNjg4GO3t7VFbWzvsmtra2iHzIyKee+65EeczvkZzhhER999/f9x3333R1tYWCxYsmIitcgrFnuOll14aL774YnR2dhZun/70p+OTn/xkdHZ2Rj6fn8jtE6P7u3jNNdfEvn37ClEeEfHKK6/EzJkzRd0kGM0ZvvHGGyfF25uhnvk6+LPGmLVNce/rGB9btmzJcrlc9vjjj2cvvfRSduutt2YXXHBB1tXVlWVZli1dujRbvXp1Yf5Pf/rTbMqUKdkDDzyQ7dmzJ2tqavJxJ5Os2DPcsGFDVl5enj355JPZr3/968Lt6NGjk/UUyIo/x7fzrtjJV+wZHjhwIDv//POzL3zhC9nLL7+c/eAHP8imT5+e/dM//dNkPYX3vGLPsKmpKTv//POzf//3f8/279+f/ed//md28cUXZ5/97Gcn6ymQZdnRo0ez3bt3Z7t3784iInvwwQez3bt3Z7/85S+zLMuy1atXZ0uXLi3Mf/PjTv7xH/8x27NnT9bS0nL2ftxJlmXZN77xjezCCy/MysvLs4ULF2b/9V//Vfhn1157bbZ8+fIh87/73e9ml1xySVZeXp599KMfzbZt2zbBO+btijnDD3zgA1lEnHRramqa+I0zRLF/F/+YsDszFHuGL7zwQlZTU5Plcrnsoosuyr761a9mJ06cmOBd88eKOcPjx49nX/7yl7OLL744q6ioyPL5fHb77bdn//d//zfxG6fgxz/+8bD/n3vz7JYvX55de+21J62ZN29eVl5enl100UXZv/7rvxb9uCVZ5jotAEAKJv137AAAGBvCDgAgEcIOACARwg4AIBHCDgAgEcIOACARwg4AIBHCDgAgEcIOACARwg4AIBHCDgAgEcIOACAR/w8KNihydNbc5gAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots(tight_layout=True)\n", - "\n", "coh, coh_err = avg_cs.coherence()\n", "\n", - "ax.errorbar(\n", - " avg_cs.freq / 86400,\n", - " coh,\n", - " coh_err,\n", - " c='black',\n", - ")\n", - "\n", - "ax.set_xlabel('Frequency [Hz]')\n", - "ax.set_ylabel('Coherence')\n", - "\n", - "plt.show()" + "print(np.logical_and(coh >= 0, coh <= 1).all())" ] }, { "cell_type": "markdown", - "id": "0f9d4bb2", + "id": "7d985924", "metadata": {}, "source": [ - "We get negative coherence errors, which is obviously unphysical, and we can't even plot the it. This is due to how `stingray` is computing the cross spectrum (assuming Poisson statistics). Since we know the phase lag between these two light curves, let's see what happens if we try to compute it from the averaged cross spectrum:" + "Uh oh, we have unphysical coherence values! Let's take a look at some of them:" ] }, { "cell_type": "code", "execution_count": 14, + "id": "22f3456c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coherence: 29025.079234302797, error: -2472379.661515974\n", + "Coherence: 24392.61936650586, error: -1904758.2267730725\n", + "Coherence: 4302.019983201606, error: -141051.48941332387\n", + "Coherence: 23.631240006766355, error: -55.00746235943372\n", + "Coherence: 10701.054903122387, error: -553438.4222402563\n" + ] + } + ], + "source": [ + "for i in range(5):\n", + " print(f'Coherence: {coh[i]}, error: {coh_err[i]}')" + ] + }, + { + "cell_type": "markdown", + "id": "0f9d4bb2", + "metadata": {}, + "source": [ + "Our coherence estimates are in the thousands, and our error estimates are negative. Something is very wrong...\n", + "\n", + "The issue is due to `stingray` assuming Poisson statistics. Since we know the phase lag between these two light curves, let's see what happens if we try to compute it from the averaged cross spectrum:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, "id": "22bc3840", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -765,7 +806,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "id": "53c5cb83", "metadata": {}, "outputs": [ @@ -773,8 +814,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan\n", - " nan nan nan nan nan nan]\n" + "[nan nan nan nan nan nan nan nan nan nan nan nan nan nan]\n" ] } ], @@ -787,7 +827,7 @@ "id": "4256290a", "metadata": {}, "source": [ - "Our errors are all `NaN`s! This is another consequency of our light curves not having Poisson errors.\n", + "Our errors are all `NaN`s! This is another consequence of our light curves not having Poisson errors.\n", "\n", "### A Hacky Fix\n", "\n", @@ -796,7 +836,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "id": "04c49788", "metadata": {}, "outputs": [ @@ -804,30 +844,32 @@ "name": "stderr", "output_type": "stream", "text": [ - "5it [00:00, 6434.96it/s]\n" + "8it [00:00, 24745.16it/s]\n" ] } ], "source": [ "from stingray import Lightcurve\n", "\n", + "scale_factor = 1e4\n", + "\n", "lc = analyser.light_curves['g-band']\n", "t_ref = np.min(lc.time)\n", "t = 86400 * (lc.time - t_ref) # convert time from MJD to s\n", "gti = 86400 * (lc.gti - t_ref) # convert GTIs from MJD to s\n", - "f = lc.counts * 10000 # scale fluxes so stingray thinks they're counts\n", + "f = lc.counts * scale_factor # scale fluxes so stingray thinks they're counts\n", "g_lc = Lightcurve(t, f, gti=gti) # do not pass errors or define err_dist\n", "\n", "lc = analyser.light_curves['r-band']\n", "t = 86400 * (lc.time - t_ref) # convert time from MJD to s\n", "gti = 86400 * (lc.gti - t_ref) # convert GTIs from MJD to s\n", - "f = lc.counts * 10000 # scale fluxes so stingray thinks they're counts\n", + "f = lc.counts * scale_factor # scale fluxes so stingray thinks they're counts\n", "r_lc = Lightcurve(t, f, gti=gti) # do not pass errors or define err_dist\n", "\n", "avg_cs = AveragedCrossspectrum.from_lightcurve(\n", " g_lc,\n", " r_lc,\n", - " segment_size=50, # segment size in seconds\n", + " segment_size=segment_size.value, # segment size in seconds\n", " norm='frac',\n", " )" ] @@ -842,7 +884,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "id": "58254a51", "metadata": {}, "outputs": [ @@ -850,7 +892,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "5it [00:00, 14453.15it/s]" + "8it [00:00, 22626.05it/s]" ] }, { @@ -873,7 +915,7 @@ "\n", "avg_ps = AveragedPowerspectrum.from_lightcurve(\n", " g_lc,\n", - " segment_size=50,\n", + " segment_size=segment_size.value,\n", " norm='frac',\n", " )\n", "\n", @@ -890,13 +932,13 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "id": "fb3cb353", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -931,13 +973,13 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "id": "841fd70c", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -958,11 +1000,6 @@ " c='black',\n", ")\n", "\n", - "ax.axvline(\n", - " 0.135,\n", - " c='red',\n", - ")\n", - "\n", "ax.set_xlabel('Frequency [Hz]')\n", "ax.set_ylabel('Coherence')\n", "\n", @@ -974,20 +1011,20 @@ "id": "7e976dba", "metadata": {}, "source": [ - "We have a coherence plot! We can see that the coherence is generally quite noisy, as we would expect for noisy light curves. At the frequency of variability, however, the coherence peaks. This is expected because we know both light curves show sinusoidal variability at this frequency.\n", + "We have a coherence plot!\n", "\n", "Let's see how the phase lags look now:" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "id": "30d928ab", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1036,18 +1073,18 @@ "id": "939fbfce", "metadata": {}, "source": [ - "We have errors on our phase lags! Let's quantify the significance of the lag:" + "We have errors on our phase lags, and now we can tell that the expected lag is highly significant! Let's quantify its significance:" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "id": "110d0b7e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -1093,7 +1130,7 @@ "id": "e2943f80", "metadata": {}, "source": [ - "Now we can see that the phase lag is highly significant ($> 30 \\sigma$)!\n", + "Now we can see that the phase lag is significant to $\\gg 5 \\sigma$, as we would hope!\n", "\n", "That concludes the timing methods tutorial for `opticam`! The timing methods of `Analyzer` demonstrated here are intended as \"quick-look\" analyses, while more complete analyses are made easy thanks to `stingray`. Note that special care (and hacky workarounds) may be needed to get the most out of `stingray`." ] @@ -1115,7 +1152,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.3" + "version": "3.13.7" } }, "nbformat": 4, diff --git a/opticam/analysis/analyzer.py b/opticam/analysis/analyzer.py index a708f97..69b19d9 100644 --- a/opticam/analysis/analyzer.py +++ b/opticam/analysis/analyzer.py @@ -224,7 +224,7 @@ def plot_light_curves( ax.minorticks_on() ax.tick_params(which='both', direction='in', top=True, right=True) - fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_light_curves.png') + fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_light_curves.pdf') if self.show_plots: plt.show() @@ -308,7 +308,7 @@ def phase_fold_light_curves( axes[-1].set_xlabel('Phase') axes[len(self.light_curves) // 2].set_ylabel('Normalized Flux') - fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_P={save_period:.4f}s_phase_fold.png') + fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_P={save_period:.4f}s_phase_fold.pdf') plt.show() return results @@ -459,7 +459,7 @@ def phase_bin_light_curves( ax.minorticks_on() ax.tick_params(which='both', direction='in', top=True, right=True) - fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_P={save_period:.4f}s_phase_bin.png') + fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_P={save_period:.4f}s_phase_bin.pdf') plt.show() return results @@ -507,7 +507,7 @@ def compute_power_spectra( if self.show_plots and len(results) > 0: fig = plot(results, scale) - fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_periodograms.png') + fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_periodograms.pdf') plt.show() return results @@ -568,7 +568,7 @@ def compute_averaged_power_spectra( if self.show_plots: fig = plot(results, scale) - fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_averaged_power_spectra.png') + fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_averaged_power_spectra.pdf') plt.show() return results @@ -613,7 +613,7 @@ def compute_lomb_scargle_periodograms( if self.show_plots: fig = plot(results, scale) - fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_L-S_periodograms.png') + fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_L-S_periodograms.pdf') plt.show() return results @@ -676,7 +676,7 @@ def compute_cross_correlations( if self.show_plots: fig = plot(results) - fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_cross_correlations.png') + fig.savefig(f'{self.out_directory}/plots/{self.prefix}_{self.phot_label}_cross_correlations.pdf') plt.show() return results