diff --git a/docs/source/integrations/cvat.rst b/docs/source/integrations/cvat.rst index ceab66776a..c64fe7fedf 100644 --- a/docs/source/integrations/cvat.rst +++ b/docs/source/integrations/cvat.rst @@ -218,6 +218,7 @@ to CVAT is made. export FIFTYONE_CVAT_USERNAME=... export FIFTYONE_CVAT_PASSWORD=... + export FIFTYONE_CVAT_EMAIL=... # if applicable **FiftyOne annotation config** @@ -232,7 +233,8 @@ You can also store your credentials in your "cvat": { ... "username": ..., - "password": ... + "password": ..., + "email": ... # if applicable } } } diff --git a/docs/source/plugins/developing_plugins.rst b/docs/source/plugins/developing_plugins.rst index 7a44d352bc..fe0ffb5576 100644 --- a/docs/source/plugins/developing_plugins.rst +++ b/docs/source/plugins/developing_plugins.rst @@ -252,6 +252,7 @@ plugin's `fiftyone.yml` looks like this: - FIFTYONE_CVAT_URL - FIFTYONE_CVAT_USERNAME - FIFTYONE_CVAT_PASSWORD + - FIFTYONE_CVAT_EMAIL - FIFTYONE_LABELBOX_URL - FIFTYONE_LABELBOX_API_KEY - FIFTYONE_LABELSTUDIO_URL @@ -1528,6 +1529,7 @@ plugin declares the following secrets: - FIFTYONE_CVAT_URL - FIFTYONE_CVAT_USERNAME - FIFTYONE_CVAT_PASSWORD + - FIFTYONE_CVAT_EMAIL - FIFTYONE_LABELBOX_URL - FIFTYONE_LABELBOX_API_KEY - FIFTYONE_LABELSTUDIO_URL @@ -1544,6 +1546,7 @@ plugin, you would set: FIFTYONE_CVAT_URL=... FIFTYONE_CVAT_USERNAME=... FIFTYONE_CVAT_PASSWORD=... + FIFTYONE_CVAT_EMAIL=... At runtime, the plugin's :ref:`execution context ` is automatically hydrated with any available secrets that are declared by the @@ -1556,6 +1559,7 @@ plugin. Operators can access these secrets via the `ctx.secrets` dict: url = ctx.secrets["FIFTYONE_CVAT_URL"] username = ctx.secrets["FIFTYONE_CVAT_USERNAME"] password = ctx.secrets["FIFTYONE_CVAT_PASSWORD"] + email = ctx.secrets["FIFTYONE_CVAT_EMAIL"] .. _operator-outputs: @@ -2501,6 +2505,7 @@ plugin. Panels can access these secrets via the `ctx.secrets` dict: url = ctx.secrets["FIFTYONE_CVAT_URL"] username = ctx.secrets["FIFTYONE_CVAT_USERNAME"] password = ctx.secrets["FIFTYONE_CVAT_PASSWORD"] + email = ctx.secrets["FIFTYONE_CVAT_EMAIL"] .. _panel-common-patterns: diff --git a/docs/source/plugins/using_plugins.rst b/docs/source/plugins/using_plugins.rst index fc4adba6c8..a35727baa8 100644 --- a/docs/source/plugins/using_plugins.rst +++ b/docs/source/plugins/using_plugins.rst @@ -296,6 +296,7 @@ available metadata about a plugin: secrets FIFTYONE_CVAT_URL FIFTYONE_CVAT_USERNAME FIFTYONE_CVAT_PASSWORD + FIFTYONE_CVAT_EMAIL FIFTYONE_LABELBOX_URL FIFTYONE_LABELBOX_API_KEY FIFTYONE_LABELSTUDIO_URL @@ -469,6 +470,7 @@ plugin declares the following secrets: - FIFTYONE_CVAT_URL - FIFTYONE_CVAT_USERNAME - FIFTYONE_CVAT_PASSWORD + - FIFTYONE_CVAT_EMAIL - FIFTYONE_LABELBOX_URL - FIFTYONE_LABELBOX_API_KEY - FIFTYONE_LABELSTUDIO_URL @@ -491,6 +493,7 @@ plugin, you would set: FIFTYONE_CVAT_URL=... FIFTYONE_CVAT_USERNAME=... FIFTYONE_CVAT_PASSWORD=... + FIFTYONE_CVAT_EMAIL=... At runtime, the plugin's execution context will automatically be hydrated with any available secrets that are declared by the plugin. Operators access these @@ -503,6 +506,7 @@ secrets via the `ctx.secrets` dict: url = ctx.secrets["FIFTYONE_CVAT_URL"] username = ctx.secrets["FIFTYONE_CVAT_USERNAME"] password = ctx.secrets["FIFTYONE_CVAT_PASSWORD"] + email = ctx.secrets["FIFTYONE_CVAT_EMAIL"] .. _using-panels: diff --git a/docs/source/release-notes.rst b/docs/source/release-notes.rst index 5fa058f8cf..6344e829c0 100644 --- a/docs/source/release-notes.rst +++ b/docs/source/release-notes.rst @@ -51,6 +51,8 @@ App `#4931 `_ - Gracefully handle deleted + recreated datasets of the same name `#5183 `_ +- Added a `referrerPolicy` so the App can run behind reverse proxies + `#4944 `_ - Fixed a bug that prevented video playback from working for videos with unknown frame rate `#5155 `_ @@ -61,6 +63,8 @@ SDK :meth:`max() ` and aggregations `#5029 `_ +- Optimized object detection evaluation with r-trees + `#4758 `_ - Improved support for creating summary fields and indexes `#5091 `_ - Added support for creating compound indexes when using the builtin diff --git a/docs/source/teams/secrets.rst b/docs/source/teams/secrets.rst index 5122320845..783cbb88eb 100644 --- a/docs/source/teams/secrets.rst +++ b/docs/source/teams/secrets.rst @@ -67,6 +67,7 @@ plugin declares the following secrets: - FIFTYONE_CVAT_URL - FIFTYONE_CVAT_USERNAME - FIFTYONE_CVAT_PASSWORD + - FIFTYONE_CVAT_EMAIL - FIFTYONE_LABELBOX_URL - FIFTYONE_LABELBOX_API_KEY - FIFTYONE_LABELSTUDIO_URL @@ -83,6 +84,7 @@ secrets via the ``ctx.secrets`` dict: url = ctx.secrets["FIFTYONE_CVAT_URL"] username = ctx.secrets["FIFTYONE_CVAT_USERNAME"] password = ctx.secrets["FIFTYONE_CVAT_PASSWORD"] + email = ctx.secrets["FIFTYONE_CVAT_EMAIL"] The ``ctx.secrets`` dict will also be automatically populated with the values of any environment variables whose name matches a secret key declared diff --git a/docs/source/tutorials/cvat_annotation.ipynb b/docs/source/tutorials/cvat_annotation.ipynb index 4246f7c3fb..b8a736a457 100644 --- a/docs/source/tutorials/cvat_annotation.ipynb +++ b/docs/source/tutorials/cvat_annotation.ipynb @@ -70,7 +70,8 @@ "outputs": [], "source": [ "!export FIFTYONE_CVAT_USERNAME=\n", - "!export FIFTYONE_CVAT_PASSWORD=" + "!export FIFTYONE_CVAT_PASSWORD=\n", + "!export FIFTYONE_CVAT_EMAIL= # if applicable" ] }, { @@ -421,7 +422,7 @@ }, { "data": { - "image/png": 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fid1gLHpT17wP9d+vwtc6H4EdPiXtTHEipWIwnUPQ70NtRIGimDsTulSPCcalKmjt/QRja/UsJRrBuBT1rL23ksG474Hb0HPXT6HF+/NErfrEHmg6/yYEWudZK7YHohUEYwHCTz/9NK6++mqIDzkxW1xoxnjt2rUQS6/Fkut33nkHV1xxBZYuXYrDDz98RBKxdDuXy+VJdOuttyKTyeT9NwFjPp9Pj8fLXQWED36/H9ls1t1E2LuuQDAY1L0Y/zqiPM4rIF4XwgdN05zvnD3yM2OSZ+DD9iQGU6OfsT4fsKg1gmDAOTjmZ4ZcL07xmTH+O5ZcGVZONuL7tPhey89v9z136/Nb9CsYx62r4/KTEfvj/VN2r9TWYfZN/+Pq7PFnP/tZXHfdddh1110dk6kgGN9www349a9/rcOpuMQXP/FiFm+wzz77rKF9w6JQ15tvvombb755ZGB///vfJ7wh7LLLLhBLsMde4s1D9DU4OOiYKOxocgXEM1BTU8NCaJI8IGJrgyhKxw9W9w0R9RPEF07+aOS+F6JYo3ivEsUiK/XKqjl82J6G+N+xV8uMAOqqA6KmmSOX+OInfiBPJBKT9pf6v2cQu/YsaH09CO30WUTPvg7+GU2O5FaJnYjPjPHfsSpRBxnGLGYpxXsUJ33cd0O8R4nvUen05qKPDqUkngHxHunGNfDiH9D242MKdh3a5qOYu/KFgu3saiBqX82ePRtCK6eugmA8PhEjM8bj7xFw3dbWhiuvvLLguLiUuqBErjXgUmrXpJ+0Yy6llscPLqWWxwsnllLLM9rJM0lnc1jflUEmmw/GM6IKZtQF4dSK6i0tpc7++1Uklp8KdVPnyCCU5tmIXvUbKA0tskvsyfy4lFoe27iUWh4vKnEp9Ydf2xnZtrWGTGg670ZEv3KkobbjG7311ls466yz8MQTT4z86bDDDsM555yDT3/60/rfxJZbwYivvfYaFixYgJ/85CeYNWuW3n7fffeFOOlou+22QzKZ1FcvP/PMM/oPCtOmTcNHPvIRiBpYhfoRP3qIydmnnnpKn8TYf//9ceqpp+orocdfJYOxmEE+6aSTcOyxx0IcySSu5cuXY5999sHChQvx9ttv44ILLtD3J++1114FhSUYF5TItQYEY9ekJxjLJf2EbAjG7hikaTnEBjV9ZjRa7Uco4APBWKzsyuGD9syEGeM5M4OoCvtGVoDZ7dqWwDh22iHIrnpbJJuXRv1dz0FpnmN3ahUZn2Asj+0EY3m8qDQwFsW2Vu+3yLAB9UcsxczTCk9sThawELAKMH733Xf1o4C32WYbXHvttRDvUxdeeOEEMP7Zz34Gcazw+eefrwOtqH8lGNQIGAug3rBhAy655BJ9dcCyZcuw33775W3xHc5/BIyPOuoobNy4Ef39/RAv2Hnz5uGee+6ZMM7xM8Zi6aAAYgG+ixcv1tuLBF544QV0d3ejublZL7wlfiEwchGMjajkThuCsTu6T9UrZ4zl8YNg7LwXGTWHtR358NdQH0DrzBoE/MqUy3edz9SdHnv6s+iJqdA2TxpXRxS0TA8g4HdoHTWgf3kRXzrF94rxV/9JB+pFzMTRX2Ovujufhb/F+LnV7qjrzV4JxvL4RjCWx4tKA+PB1/6MDScfbNiAyM67Y/YtjxluP7ahETDeeeedceSRQzPSTz75JETx5l/84hd5YLztttviC1/4Au6++25svfXW+t8Eo77//vsFwfhTn/oUPv/5z+PBBx9Ea+vQ6RFi5ljMYgsQH3/lzRgXNWqLbyIYWyyoheEIxhaKaUEogrEFIloUgmBskZAmwog9tKlMPlSJ27dfUIdwyF/xYCy0EL+Mi9l0v+JzvCK16H9LYJx++Ukkbr4Quf5NI64rVTWI3vxH/QxrXtYrQDC2XtNiIxKMi1XO+vsqDYxlmzEeC8YvvfQSVqxYgV/96ld5YNzY2Kgvq/7zn/+srwozA8bimGFxb0vL6BYdsbd//vz5uO222wjG1r+kKiciwVgurwnG8vhBMHbei9Vt6Ql7aEUWH5lfh0i4MBjnUoNIrLgUmdf+jOBu+6D6qNPgi9Y7P5Ay7rHQcU3J361A8rcrkEvEoExvRO1V90NpmefYUu8yln7SoRGM5XGcYCyPF5UGxkL5D7+2E7Jt6wyZUMoe4//85z8QpxCJYs3D1/g9xkbAeKuttoKoUP3QQw/pK5rHg/GW+vnkJz+JPfbYQz9uWOxnLnRxxriQQvz7iAIEY7keBoKxPH4QjJ33oq0ni9igOO4kv28jM8a5bAaxpV+G2r5+9P2tbjqi1z8KpXFoqRWv0hUoBMal98AIZhQgGJtRy962BGN79TUTvRLB2HBV6q13xNxfvmhGzry2ogq+mK0V223FcmixfPnee+/V9wcPF98yAsai+NYPf/hDfWvOD37wA4hjgUVhZxFT7DEu1I9oI7b3ir3FAo7FXuU1a9boRbjGXwTjou2uvBsJxnJ5TjCWxw+CsTteiAJTmaw2AseiuNT0+iq9YuVURwSJTNMvPo7B2y6FNmYZr/jvdTc+BmX+tvC5eLakO0ra0yvB2B5di41KMC5WOevvIxhbr2mxESsRjIVWHZedhNgTv5lSNqUmitk3P1byOcYPP/wwbrnlFv3o3UMPPRR/+MMf9KLMZsFYVK4WRbnE7PDHPvYxvYaVqDYtoFdcW+pHVLQWy6affvppbNq0CXPnztXrXx100EEE42JfOLwP+kHk4s28t7eXckigAMFYAhM2p0Awds8LVRvaSyv20YrzeY1UpR58+A6kHrgVuYFYXuLRnz2AwLY7AS6dLemeivb0TDC2R9dioxKMi1XO+vsIxtZrWmzESgVjoVffA7ei586fQhv3WSgKbjVfcDMCrUPLlmW8xhbfsjI/zhhbqWaZxyIYy2UwwVgePwjG8nhhBIzVtf9F/PxjoXW35yVed8fT8LfOl2cwHs+EYCyXgQRjefwgGMvjRSWDsXBBFONKvfcWBl97GcHWuQhv87GSZ4mdcJdgHI87oTP72IICBGO5Hg+CsTx+EIzl8cIIGItskyuvRvLxXyE3OKAnX33qlQjteRB84Sp5BuPxTAjGchlIMJbHD4KxPF5UOhjL44S5TAjGBGNzT4wNrQnGNohaQkiCcQniWXwrwdhiQUsIZxSMRRc5VQXSySEY9sC+YrVtLQbOPxZq2zr4gkHUXHIXgjt+GvAHSlDMvlsJxvZpW0xkgnExqtlzD8HYHl2LiUowLka18r2HS6nL11vLR0YwtlzSkgISjEuSz9KbCcaWyllSMDNgXFJHTt+czaB/XCVtkUL9Hc9AkXQfGMHY6Ydky/0RjOXxg2AsjxcEY3m8kCETgrEMLngkB4KxXEYRjOXxg2AsjxflCsaZN/+GxNWnQ9vUlSd27YW3I/CJPeALhuQxYXMmBGO5LCEYy+MHwVgeLwjG8nghQyYEYxlc8EgOBGO5jCIYy+MHwVgeLwjG8nhBMJbHC5EJwVgePwjG8nhBMJbHCxkyIRjL4IJHciAYy2UUwVgePwjG8nhRrmAMLqWW5yHzaCYEY3mMIxjL4wXBWB4vZMiEYCyDCx7JgWAsl1EEY3n8IBjL40XZgjEAFt+S5znzYiYEY3lcIxjL4wXBWB4vZMiEYCyDCx7JgWAsl1EEY3n8IBjL40U5g/EWVdY0DNx4HjIv/gEIhlFzzg0I7Php+AJB18zhUmrXpJ+0YyvBWNVyUHw++HxyjdEr2RCM5XGKYCyPFzJkQjCWwQWP5EAwlssogrE8fhCM5fGiUsE4dvJXkP3wPSCXGzEjev2jCCz8iGtHURGM5XldiEysAONEUkV7r4pMdug5Cwd9aG0IIhQgIZtxm2BsRi172xKM7dXXa9EJxl5zzMV8CcYuij9J1wRjefwgGMvjRSWCsTY4gNhJB0Lr2JBnRPjAo1B1zBnw1da5YhDB2BXZp+zUCjBe05FBMq3l9dFQp2BabQB+hXBs1HGCsVGl7G9HMLZfYy/1QDD2klsu50owdtmAcd0TjOXxg2AsjxeVCMYYiKHv5IOgdeaDcWjvg1H9/fPhi05zxSCCsSuy2wbGYvn0us4MUpnRVQmis1DQh1mcNTZlNsHYlFy2NiYY2yqv54ITjD1nmXsJE4zd036yngnG8vhBMJbHi4oEYwB939kLWsf6PCNqLr4DoZ33AFzaZ0wwlud1ITIpdcZYrNJf2zlxxri2yo+maX4E/JwxNuo4wdioUva3Ixjbr7GXeiAYe8ktl3MlGLtsAGeM5TJgTDYEY3msKQWMc7kc1nRmkdq8VLQ6rKBlRsATX/jV7jbElh2BXHebvs84fPC3UXXkKfDVRF0zh2DsmvSTdlwqGIugbZuyiA9q0LTRWeM5jQFUh/1yDVbybAjG8hhEMJbHCxkyIRjL4IJHciAYy2UUZ4zl8YNgLI8XpYDxhx2ZESgeHtG0Wj8a6vze2T85XHxLgnLBBGN5XhdWzBgPj2YgqWFTPAu/z4eGej9CAUWugXogG4KxPCYRjOXxQoZMCMYyuOCRHAjGchlFMJbHD4KxfV6IeSkzCzRLAePVbRlksvmFhcTIFraEEGTVXdMmE4xNS2brDVbMGNuaYAUFJxjLYzbBWB4vZMiEYCyDCx7JgWAsl1EEY3n8IBhb64VYpilmb7NqTj99KBxUMHumsSXNpYFxeuQYmuERiYnXBc0E42IcJhgXo5p99xCM7dPWbGSCsVnF7GtPMLZPWy9GJhh70TWXciYYuyT8FN0SjOXxg2BsrRcCitMZbeyRvKir8aOxXhwJs+W+SgHj9k1Z9CfUvH6bpgVQV61A4VE0pk0mGJuWzNYbCMa2ymsqOMHYlFy2NiYY2yqv54ITjD1nmXsJE4zd036yngnG8vhBMLbWi1KWNJcCxmIUPf1Z9MRUiCXcAsQJxcV7SzAuXjs77iQY26FqcTEJxsXpZsddBGM7VPVuTIKxd71zPHOCseOSb7FDgrE8fhCMrfViddvEJc2KAsxvCiJYoNBPqWBs7UgqOxrBWC7/Ccby+EEwlscLgrE8XsiQCcFYBhc8kgPBWC6jCMby+EEwttaLrr4segfyj4RpnRGAOC+1ULFlr4Jxb3xozGKpePO0IEJBMyXHrNXfqmgEY6uUtCYOwdgaHa2IQjC2QkVrYhCMrdGxXKIQjMvFSQfGQTB2QGQTXRCMTYhlc1OCsfUC9w2oQ0uac0DjND9qI4WhWGThRTBe15lGIjV6LqwYx/ymAMIhb58NSzC2/nVRSkSCcSnqWXsvwdhaPUuJRjAuRb3yu5dgXH6e2jYigrFt0hYVmGBclGy23EQw3rKs6acfxuCvrgVUFVUnXorgp/aELxS2xQuvgbEA/w/aJx4TNSPqx/Soh85PnsRNgrEtj3jRQQnGRUtn+Y0EY8slLTogwbho6cryRoJxWdpqz6AIxvboWmxUgnGxyll/H8F4ak0H77gS6T/9FtrgwEijmrN+juCu+8AXjlhuhtfAWBVHU7UPHU019opW+yEqYheqwm25gBYGJBhbKKYFoQjGxYuYSGpo782OHOfWMiOI2oiv6Gr1BOPivbD6ToKx1Yp6Ox7B2Nv+OZo9wdhRuQt2RjAuKJFjDQjGk0itacipKvqX7gOtY0NeAyVShegtT0JpmmW5R14DYyHAZMXGWhsChpePWy6iRQEJxhYJaVEYr4JxJqtBgKnfr6A6osDpk9PEj1frOjNIZfJ/vJrbFERVqMD5cVN4RzC26KG2IAzB2AIRyygEwbiMzLR7KARjuxU2F59gbE4vO1sTjPPVHVh+KjKvPINcOjWl7PV3Pw+labbltngRjAfTKjZ2qyOzxtVhH8SMVMDv7QJcBGPLH++SAnoRjDv7MugfyEHA6fA1tzGIqnBxQFqMgPFBFZ29KjLjVnXMagiiJqIULAg4WZ8E42KcsOcegrE9uno1KsHYq865kDfB2AXRt9AlwVgePwjGo16kn/k9Bu+8Elqsd0qDwnt9FZHvnw+lbhgAbO0AACAASURBVLrlJnoRjIdF0LQcfIoP3sbhUUsJxpY/3iUF9CIYr+nIIJnW8sY9o86P6bXObTNIJHObl1Hn5zF7ZgDVYQHG5l+xBOOSHmVLbyYYWyqn54MRjD1voXMDIBg7p7WRngjGRlRypg3BeFTn2OmHQV31b30Z9WSXf/42qL30F1Aamm0xx8tgbIsgLgYlGLso/iRdew2MVQ2blzDnA2lNlYKmen/BM82tUj+Xy2FtZ3YCoM9rCiLCpdRWyexaHIKxa9JL2THBWEpb5EyKYCyXLwTjyf0YX8woGPBBLL2zc1kqwXjUi6mWUUdXPIXArHmAz94lkARjed6nCMbyeCEy8RoYi5wnmzGeWedHfa2zFdtFcTxRfEvsdQ4FfGieHigaisW4OGMsz2uDYCyPFzJkQjCWwQWP5EAwlssogvHkfgwffSOOwRm+aiMKmqYHbINjgvGo1lpfD2KnHgKta+PIf/Rv83HUXHAr/DOabH8REYxtl9hwBwRjw1I50tCLYBxLaOjqy47s7/X7fZgzM4hw0PzyZUdENtgJwdigUA40Ixg7ILKHuiAYe8gst1MlGLvtQH7/BOPJ/VjdNvFMWNFyYUsIYvbYjotgnK+qgOPEzRdCe++fCO23BKGvHgOlutYO6SfEJBg7IrOhTgjGhmRyrJEXwViII37kFIWvRDVqO1f+OGYEZ4ydlLpgXwTjghJVVAOCcUXZXdpgCcal6Wf13QTjqcA4PXLW5HALcRas2A8WDNizjJdgbPXTXXw8gnHx2ll9J8HYakVLi+dVMC5t1KN3i202Ykm0+BgQRz+5eXHG2E318/smGMvjhQyZEIxlcMEjORCM5TKKYDy5H939WWyKq9DG1GuZ1RBATcRf1LEaRlwnGBtRyZk2BGNndDbSC8HYiErOtalkMN7Yk0F8UNNnn8XldAGv8S4TjJ177gv1RDAupFBl/Z1gXFl+lzRagnFJ8ll+M8F4akkHUjl092Uhzr2ZGVX0My9Hj9QQ34ysXVJNMLb88S46YKWBsZaII3nvz6G+8ybCByxB8PMHwhepLlo/K28kGFupZumxKhWM0xkNG3qySGfGFJ4AMEcctxTxly5sEREIxkWIZtMtBGObhPVo2JLA+PHHH8d9992H+++/f9Lhp1IpnHLKKfrfbr/9dkMS9fT05LULhUIQ/+LxuKH72cg+BQjG9mlbTGSCsTnVBq77MbIv/RFaahC+2npEr30ISuu8os6gHN8zwdicF3a2riQwziVi6D/pK9A6RwudBT6xB2qWXQNlWoOdMhuKTTA2JJNjjSoVjGMJFV196kgBr2HBZ80Mokb/0dQxC0Y6Ihg7r/lUPRKM5fFChkyKAuPOzk5873vfQ29vL1pbWycFY1VVcfbZZ0O0DYfDBGMZ3C4xB4JxiQJafDvB2LigyQdvQ/LB2yFAYvgScFx342NQGluNB5qipRNgLJaGr+9KYzCdg9ge19oQRHXY3X1yJQtnQ4BKAuPENWci/ZcnkUsl85Ssu/NZ+Fvm2qCuuZAEY3N62d26UsE4lclhoz5jnH8e8pxG995DCcZ2P+3G4xOMjWtVCS2LAuNhYZ5//nmsWLFiUjC+/PLLEY1GsWjRIjz22GME4zJ4mgjGcplIMDbuR9/xe0PrWD9U3nTMVX/3c1Ca5hgP5CIYr26bWFRsfrM4toRwPNYWAcZIJzHw4fvw1dQPzZwq5alR7PSvIfvffyNvQ72oeLviKfhnLyj5uS41AMG4VAWtvb9SwViouLYzjcHU6Pu/OO5J/LgoziR24yIYu6H65H0SjOXxQoZMbAHjm266CV1dXbjooosgllsTjGWwuvQcCMala2hlBIKxcTX7l34Z6voPJtzgFTDOZHNY15mZsBRwZr0f02r9UNxYC2hcfkdbqr+/E/Hf3AptoF/v19c4C3VX/xZKQ7OjeTjRWfLxXyH5q58jFx8a6/BVf9dzUJpL/8Gn1DG4AcZiVYjW3Q6lvgGorYevTH8UKcabSgZjoZeYOU6mNYT8QCRsXzFGI94QjI2o5EwbgrEzOnulF8vBWIDw008/jauvvhriQ1FA8WRgfMABByA3bvbmySef9IpuzJMKUAEPKZB45Xl0XLIU6qaukayrPvk5NF92J/zTG6UfiVgCuKY9NQGMG6eHMCMa0M/35AXk0imsWfIZZNvW5cnRfPEK1HzhIPjCkbKTacMPD8Xg638B1Kw+tpYrfoHqPfaDLxQuu7EWGlDHZSch/uwjI0vLI5/YHS2X3+2J13ihsfHvVIAKlJcCYsup3+9O8bfyUtLa0VgOxjfccAN+/etfjxS00TQNwvxgMIhnn30WVVVV+gjEjPL4a+bMmWDxLWsNtjIaZ4ytVLP0WJwxNqdh5vWXkbj+x/psUnj/JYgcswxKtN5ckClaO7HHeHVbBpls/h45LqXON0Tr2oj4j74BtWu0GJVoET7wSES+dYZlflvy0FgYJJdOAmKfcXUtfP6AhZFLC+XkjHGuuw39Z3wdWndbXtLRn/8ega12KNvl9GYcqvQZ40Ja9cZV9MTUobOO/aKOQwBVYnrZhoszxjaIWmRIzhgXKVyZ3mY5GI/XaaoZ46n0JBjL+6QRjOXyhmAsjx9OgLGYNV7flR2ZNW6ZHkC02t3lgPI4MJSJlkwgftKBUNvX56VWfdJlCO79VSiSHGMkm2525eMkGGf+72kkbjgPWl/+yRa159yAwC5frMgZ9PG+EoynftIHkhraN2V1KB6+/IoPs2cGEAlZX6OAYGzXu475uARj85qV8x0E43J21+KxEYwtFrTEcATjEgW08HYnwNjCdMs6VPKGc5F68XFoyUF9nL5gGHW3/S+U5tllPW4ZB+ckGKvrVyN+7rf0FSFjr+jVv0Vgm48Ddi9ZzOUw+NAdyDz1OyizFiDy3XMRmDUfrpwFNMXDQDCe+lWytiONZDqH/PKMwNymIKoIxjK+vViWE8HYMinLIlBRYNzW1oajjjoKmUwGyWRSrz69ePFinHbaaRNE4YxxWTwn+iAIxnJ5STCWxw+CsTxeiKrU2sYPEfubqDg+C4Edd4EvMrSFh5d1CiRSqn50WNDvQ21EgTLJRncnwViMLHb2kVDfeR257NB+a9/MVtRd86Ajhddiyw5H9t1/5lW+j173ewS2/qh1opcYyatg3DegYlNc1Q8VaJoW0I+ps7re4Piq1cNSE4xLfOg8cDvB2AMmOZhiUWBsZ35cSm2nuqXFJhiXpp/VdxOMrVa0+HgE4+K1s/rOSjrH2GrtjMYbDxECUhY0hxAcd/SN02As8tdWvY30268hOH9b+LfbCQiGjA6r6Hbapk7EzzsW6pr38mJUf/98hPY5DL7q2qJjW3mjF8G4ozeL/oSadyLZrJlB1FgMx4MpFW2bVIgTAIYv8TzPagjYciQel1Jb+WSXFotgXJp+5XY3wbjcHLVxPARjG8UtIjTBuAjRbLqFYGyTsEWEJRgXIZqJW8QezDUdmby9mOL2lhkBRKvy97y7AcYmhmJZU30Z92UnQFu3Ki9m5OvfR/iQ46HUz7Csr1ICeRGMxbMmjlgae4nCWLNnWn+Gu9hnLEBcwHFVWIGo4zD+x55S9B97L8HYKiVLj0MwLl3DcopAMC4nN20eC8HYZoFNhicYmxTMxuYEYxvFNRmaYGxSMJPN09kc1neJCun5uzFnRBXMqAvmHR1WKWCcy6QRO+MwqKv/k6dm7cV3Irjz7kAgaFJle5qXCxiLo6nnzAzaUhTLHuUnRiUYO6V04X4IxoU1qqQWBONKcrvEsRKMSxTQ4tsJxhYLajacqiKXiAGRakSnz0A6ndb/8XJXAYKxvfprWg4ftE+cMRagUhX2jRzVKLKoFDAWY8288iwGb7sEascG3YDQlw9H5OjT4G9ottcQE9HLBYyn1foxI+pHwO/dA9wJxiYeXJubEoxtFthj4QnGHjPMzXQJxm6qP7HvSgDjnlhWL7qi+HxomubfXHTF/S9DqScfQHLlz6DF+nRjqvb8CmpPuRzZKjn2Esr1pDqbDcHYfr17+rP6ea/a5knj6sjQstPxoFJJYKyrnsshlxqET+xrlug86eEnohQw1nq7ocU2QWlogVJV41i1bVXLYV1nBqnM0MMWCfr0ZfuhoPVHKNn/yhntgWDspNpb7otgLI8XMmRCMJbBBY/kQDCWy6hyB+MN3RnEB/P3ls1pFEdn5M9KOe5KOoW+E/aFtnlmaORL5zUPILe1OBYm4HhK7HBUAYKxM09DLpfT9xmLs14nq0gtsqg4MHZG+qJ7KQqMczn0Lzsc6ntvjVTcrjr6dIS/chR80fqicynmRlGV2upq1MXkYcU9BGMrVLQmBsHYGh3LJQrBuFycdGAcBGMHRDbRRbmD8X83pCFmC8ZeohDK3Magq0vo1HWrED/vmAnnpdYcfSqCXz1Omgq0Jh6lsmpKMJbHToKxPF6ITIoB4+RDdyD18J3Q+nryBlN3w6PwL9pBrgF6KBuCsTxmEYzl8UKGTAjGMrjgkRwIxnIZVYlgLIquzG8KIhhwbxmd1teN2KmHQuvamP9F8cxr4Nvty1DCPDPXzVcKwdhN9fP7JhjL40WxYBw/91vI/PtVQFXzBhO99iEEtvlY+UzhOmwVwdhhwbfQHcFYHi9kyIRgLIMLHsmBYCyXUV4D496BLLr6VLENDw11fkyvDWxxWdxkM8bTo0NFV8TyTTev2GmHILvqbYwcrunzoeGeF6E1tLiZFvsWexAjEYj3qkQiQT1cVoBg7LIB47ovasZ45dVIPnE/cvH+fDC+/hEEttpRrgF6KBuCsTxmEYzl8UKGTAjGMrjgkRwIxnIZ5SUw7t5crEdA8fA1IxrQAXmqPWNiGfXqjemRAj9ib/GshiD8klQiFQW4Uk8/BP82H0Xjd3+sF95iVWr3XyMEY/c9GM7A62CcUXMQVbjFFg5RANDrVzFgnMtmEDv9a3lHUclYcdtr3hCM5XGMYCyPFzJkQjCWwQWP5EAwlssoL4HxZLO/Qs2tZoUMzf7KXnSF5xjL89ogGMvjhZfBeHVbGpmsKP43BMTN0wOoq576hzx5VJ86k2LAWI+macj++1WI+gqB7T8J/5xF0pzN7LTu6aymH0kmdvOI/y32IhgXq5z19xGMrdfUyxEJxl52z+HcCcYOC16gu0oCY7mUn5gNwVgehwjG1nkhqk6Lq9jzYr0Kxh29WfQNDG37GHstbAnps8devYoGY68O2MK8E0kV7b0qMtnhhyKHuY0hVIWLq3dBMLbQnBJDEYxLFLDMbicYl5mhdg6HYGynuuZjewmMN3RnER/ML95SHVYwqyEw5VEv5hVx7w6CsXvaj+/ZE2A8TFwlzDjZqbjYxvBhe0Y/jmn4mt8cRNjk2bFeBeMP2jP6bDHB2M6nzFux13RkkEznHx9YFfahZbooBmn+xxKCsTz+E4zl8UKGTAjGMrjgkRwIxnIZ5SUwFsqt6UgjmR76oh0OKfqxSy7X0LLMUIKxZVKWHEhmMFbXf4D4uUePHPVVdfRpCH31WCjVtSWP28oAH3ZkkBoHAWJvv6gIb2b22KtgvLFn6Ax1grGVT5W3Y00GxuJ3LfE5FgmZnzUmGMvzPBCM5fFChkwIxjK44JEcCMZyGeU1MB5WT/b9wsW4TDAuRjV77pEWjHM59H13b2jt6/MGHr3qN/BvuxN8gYA9ghQRdWh/7bh1xADMLiX2KhiLglti1njsjPmMOlERP+DpH/O4lLqIF8PmWyYD40jIh5YZAYSKOD6QYFy8F1bfSTC2WlFvxyMYe9s/R7MnGDsqd8HOvArGBQfmwQYEY3lMkxWMtZ4OxM44fML515GDj0P4m6dAqa2TRsRKB+NhI+JJTT++tyqMouBHGkM3J0IwLt6R2KCGzt5s3o8lc2YGUB3xFxWUYFyUbLbcRDC2RVbPBiUYe9Y65xMnGDuv+ZZ6JBjL4wfBWB4vpAXjWC9iPzwYWueGPLEi3zwZkUOPh0+i5dSDKRUbe9Q8CGidEUBtlbmqzF6dMZbnabY2E4JxaXpmtRwGkzm9ULk4PtDMtoLxPROMS/PCyrsJxlaq6f1YBGPve+jYCAjGjkltqCOCsSGZHGlEMHZEZkOdyArGIvm+730J2sa1AEaXKdfd8gT8c7cSZ78YGp9TjUQBLjFLpmlAtFpBsIjzwwnGTrllrB+C8USdxPMtjmDyK0Og69TLkGBs7Jl1ohXB2AmVvdMHwdg7XrmeKcHYdQvyEvA6GKf+5x4MrrwGuVQSvtp61N38BygNzXKJbDAbgrFBoRxoJjMY5zIZDP78TKT/9jR8NXWoPf8W+Lf+GOAvbjmmA3KW1AXBeKJ8sYSKzr6h2fiaiIKmaYGiqhoXYwzBOF+13riKntjoyghF8UEsjy6mmJZZPwjGZhWzrz3B2D5tvRiZYOxF11zKmWDskvBTdOtlMM6+8TIGrjgJ2uDAyOh8ih/1978KX01ULqENZEMwNiCSQ01kBmOHJJCmG4JxvhUDgxrax+1TFRA2VMDJ/hUDBON8PyYrqNVQp2BabUCfQbbzIhjbqa652ARjc3qVe2uCcbk7bOH4CMYWimlBKC+Dcf8pX4X24TvIiXVsY65p970CX/10C9RxNgTB2Fm9t9QbwVgeLwjG40EsjVQmN+EYqLmNAVSF7V81QDAe9UPVgHWdGaQy+Z9BNVUKmur9CBZRadrMK49gbEYte9sSjO3V12vRCcZec8zFfAnGLoo/SddeBuPYj76O7Lv/hL6BcSwY//pV+OqmySW0gWxKAWOtrwfxy0+E9t6bUOZujZpzb4a/Za50e063JMNAModkWtML0lSFFcf26U2WE8HYwAPrUBOC8Xgwzuivk/GXOAtXvG7svgjGhf3gjLHdT6F88QnG8nniZkYEYzfV91jfBGO5DPMyGKur/4P+s5YAY5dS19aj/u7nparOa9TxosE4m0H/0i9DHXe2bf1dz0FpnmO0e1fbjT/aRywNndUQKKliaykDIhiXop619xKM8/XsG1DR3Z9f7TvgB2bPDCIcJBhb+/QVjsY9xoU1qoQWBONKcNn4GAnGxrWq+JYEY7keAS+DsVBS32d85SnQEnEEt/8kai6+XS9I5MWrWDDO/N8zSNxwLsSs8dir7qrfQNl2J/gCAanlEDPF7Zsyecf6iITnNwUQDtm/NHQycQjG8jwyBOOJXnT1ZdE3oEFU/Q4FFLQ2BBAO2rufdTgLzhhP9EMUQRPL28WWYuGDKMDlxMWl1E6obKwPgrExnSqlFcG4Upy2YJwEYwtEtDCE18HYQilcD1UsGKee/x8MrrgMuVhv3hiiV6yEf8dd4AsEXR/blhLYFBMzYFloo6cP6c2d2jNJMJb68QDBWC5/CMb2+zEwqKKjT0Umm4NYDdDaEERVaOJqAIKx/V4Y7YFgbFSpymhHMK4Mny0ZJcHYEhktC0IwtkzKkgMVC8ZarBexHx4MrXNDXg71dzwDpXVeyXnZHUDsl9zQnZ0wY7ygJeRIlV2Csd0OlxafYFyaflbfTTC2WtH8eAKGxfvh+IJe85qCE46AchuM2zdl9XPKxQR58/QAqsPiDGdnZsvtdcF8dIKxec3K+Q6CcTm7a/HYCMYWC1piOIJxiQJaeHuxYCxSGL+cuua8mxH81BfgC4UtzNC+UBu6MxhIaiOVdmdE/ZhRF9C/cLlxcSm1G6pP3ifBWB4vRCYEY3v96OhV0Z9QoY1bQjNnZhDVkfxZYzfBeE3HxOro4vzm6og721/sdaVwdIJxYY0qqQXBuJLcLnGsBOMSBbT4doKxxYKWEK4UMB7pNpfzVCXqsXKJL4Jiz2QgoMAlHh5JR0YwFseS6bMxFTYjQzAu4U3FhlsrAYzFrg633oO8AMZTHVM1PerH9Fq/a0UTbXjcDYckGBuWqiIaEowrwmZrBkkwtkZHq6IQjK1SsvQ4loBx6WkwAgCZwDiXTiF22qFQ174PMaWuNM9G7fJfw984qyK8IhjLZXM5g/HYomZC9aZpAdTV+B1dueKFpdRZFVjfNfH85mm1fjTU+eF3a6mPiy8VgrGL4kvYNcFYQlNkTYlgLJczBGN5/CAYy+OFTGAcW/Z1qO+/hZyqjggU3OmzqD7zWijTZsojmk2ZEIxtErbIsOUKxml9b28G6Ux+FcC5TZMXvipSPkO3eaH41pqOiedpz2kM6efQV9iiFt1TgrGhR7tiGhGMK8bq0gdKMC5dQysjEIyLUzOXy0F8kVJ8PgQD1iy6qyQwzqWTUNe8r++BVlrnwxcMFWeETXfJBMZ939kLWsf6CSMV53UrTbNtUkCesARjebwQmcgIxqI+gSgEJY5NCvp9aJ0ZQMTkmc7jzyMeVn12YxDVOuxZ8z5vpZtu7jEeP7M9o04sow7Ab/9R2lZKaFksgrFlUpZFIIJxWdjozCAIxs7obLQXgrFRpUbbxcWXsJ4MxD4rcSmKOHM3iGCgtG8ElQLGmb8+hcRN5+eduxy99X/hn7NQmi+f0oOxz4f6u54jGJt/+fKOEhWQDYyTmRzaerJIZza/IW9+TxbFqiKTHHE01fBjgyo6e9UJ1fHnCDAOl/beXqLkU97uJhjbNSavxiUYe9U5e/ImGNuja1lGJRjLZSvB2Lwfq9vS+vmSY6/6Wj9mlri3qlLAeLIZ0MCOn0bNj2+AMr3RvCE23CETGCd/twLJ365ALhEbGWn1CRcitM9h8EWqbRi9XCE5YyyXH7KB8YauDAZSoxXth9Wa7HijQkqOXx7s9wMCsMMmZ58L9WPV3wnGVilZehyCcekallMEgnE5uWnzWAjGNgtsMrzdYCyqDH/QloY4eUIUTBbFORrrA57dgyQqJ3/QnpkwqyC+QM1vCpVUjbMSwFjsk+3//pegtY9bGhwIou72p+CXZGmwTGAsXtLpl59E8u7lyCUHUfW98xDcfV/4QhGTr3ZvNicYy+VbOYOx+Izq6lcRT6r6LPGMqIKgxGuDnQRjsUxd/CAcCigQn3e88hUgGPOJGKsAwZjPg2EFCMaGpXKkod1g/N8Naf0InrFX8/QA6qoVaZbNmhV6dVsGmezosj1xf21EQdP0AMHYgJicMTYgEpuMKEAwluthkA2MrVpKLZfKxrJxCozXdg4V2hI/HIhLVOoW1afFfm5eQwoQjPkkEIz5DBSlAMG4KNlsu8lOMBYfoqs2TgRjUaxqfnPI0SMwrBSwJ6aipz+rz4IPXwtaQgiVWISrEmaMhV7cY2zl0yhXLK1/E7SNH+rVspWZrbBiaolgLJfHsoGxUMeK4ltyqWwsGyfAuG9ARXf/xL3XblTrNqaKO60Ixu7oLmuvnDGW1RkJ8yIYy2WKvWCcw6qNokhV/oxxJKzo+7a8fNShWFYmvoyJ8xqrwz4oFgymUsBYvAK0RAzZf/8dvnAVAtvuBF+kSqoXhmxLqaUSZ4pkBq49C5mXn0AuldRb+Ga2ou6aB6E0NJeUPsG4JPksv1lGMLZ8kB4J6AQYiyOsxGfd8GzxsDQyFyVzwz6CsRuqy9snwVheb6TLjGAslyVFgbGmAWIFla9wpc4P29NIjTsXspiiKHKpZk82lQTG9ihoXVSCsTkttb5uxE49FFrXxrwba8+7BcFPfwEo4TgugrE5L+xuTTC2W2Hj8Z0AY84YG/ODYGxMp0ppRTCuFKctGCfB2AIRLQxRCIwz77yBzCvPwT9nEYIf2xWxk78CbSCmV9IKfPQzqL3odviqaraYUUevCvHhqvhyaJnuR01VwMIRlE8ogrE8XhKMzXmR/X//wMBPToG2qTPvxsg3TkLksO/CV11rLuCY1gTjoqWz5UaCsS2yFhXUCTAWiXGPcWF7CMaFNaqkFnlgvHr1ahx99NF48sknEY1GR3S499578eijj2Ljxo2oqqrCnnvuiTPPPFP//5NdN954I1auXJn3p9122w033XRTQW17enry2oRCIYh/8Xi84L1sYK8CBGN79TUbfUtgHD/vGGT/9QpEJeGprsgRP0BkyUnwhcJmu2b7cQoQjOV5JAjG5rzgjLE5vbzcmmAsj3tOgbEYcTqbQzojqlL7EAqy6Nb4p4BgLM/rQoZMRsD4xBNPxHvvvYdNmzbhueeeywPjRx55BIsWLcK8efPQ3d2NZcuW4YgjjsCRRx45JRgLwD3jjDNG/i5+OZ4KpMcGIRjL8FhMngPBWC5vpgJjMSsc+84XhmaHt3D5whHU//Iv8NWM/ggm1wi9kw3BWB6vCMbmveAeY/OaefEOgrE8rjkJxvKMWs5MCMZy+uJWVnkzxrFYDHvvvfcEMB6bXFdXF5YuXarPGItZ4MkuMWMsYp177rmmx0UwNi2ZYzcQjB2T2lBHU4Gx2rEe/ScdBAxueZWF0tCCulufKGmppKFEK6ARwVgekwnGxXmR625D9t03oTTPhTJvG/gCweICjbmLS6lLltDSAARjS+UsKRjBuCT5LL2ZYGypnJ4PZhiMVVXFfvvth0QigbPPPhsHH3zwlIMXYPzAAw9AfFlsaGjAAQccoC/RHnuJOOMv8XASjOV9pgjGcnkz5VLqbAa9R+2KXIEZ49rlv0Zwh08BSuFCXHKNXL5sCMbyeEIwlscLgrE8XohMCMaT+yHOXnB6gTHBWJ7XBsFYHi9kyMQwGItkOzs7sWrVKlx88cW44IILsPvuu086hrVr10KAdDgcxjvvvIMrrrhCn2U+/PDDR9rvtdde0ESF3DHXiy++KIMmzIEKeF6BvgdvR/ctl4wcvxLebifUfG4/9P52BZRIDZouuxNVH92FUOx5pzkAKkAFqAAVMKtALpfDmvYUBlMaBBgHAz7MbQojHPTWD8Xi+EFxrGLQb83Rg2Z1ZPviFRCc5Pf7iw/AO21RwBQYD2dw/fXXQyypvuyyywwldfvtt+PNN9/EzTffXLA9Z4wLSuRaA84Yuyb9pB0XqkqNbAZqTwd8NXVQuI/YVvM4Y2yrvKaCc8bYlFy2NuaMsa3ymg7OGeNRydZ1oAJNcAAAIABJREFUppFICSQevarCClqmB3RItvuyYsZ4bWcag2PGMD0awPRaBQG//fnbrY+T8Tlj7KTa8vdVFBgvX74cqVQKF110kaER3nDDDWhra8OVV15ZsD3BuKBErjUgGLsmfXFgLFe6ZZ0NwVgeewnG8ngxFozV1f/BwE9Phbp+NYKf+SKqT7kCyrQGeZKtgEwIxqMmr+nIIJnOX7Uo/jqvKYhIyP5Z41LBOJbQ0NWXRUbNh/u5TUFUOZB/Ob1cCMbl5GbpYykIxmKqXxTRWrJkiV6V+o033tCB+KqrrtKXUovl0CeddBKOPfbYkWJcApz32WcfLFy4EG+//ba+7FrcI5ZPF7oIxoUUcu/vBGP3tJ+s54IzxnKlW9bZEIzlsZdgLI8Xw2C86T9vIXbOUch1t48kp8xoRvTa30GZ2SJPwmWeCcHY+2Csvv0aBldejXRPD2JfPRXpHT6LXGj06NQ5jUFUh+0H+3J6qRCMy8nN0scyAsZHHXWUfk5xf38/xC9ZAoLvueceiH0YAmpff/11/aimlpYWfPvb38bixYv13rPZrA7Eos3wf7v66qvxwgsv6O2bm5v1wluHHXaYoWwJxoZkcqURwdgV2afslGAsjx8EY3m8IBjL48UwGG844xvIvPEyxPaOsVf0tj8hMGehPAmXeSYE41GDe+MqemIqxB7d4WtmfQD1NQr8iv1LkYuZMU4//RAGf3kttJ6OkZzjS87D4G6LgUit/t84Y2z+RUwwNq9ZOd+RN2Msw0AJxjK4MHkOBGO5vCEYy+PHEBinkE7nf/GXJ0NrM8nlgDUdKaQ2D7dpWgB11QoUB75QFhoJwbiQQs79fRiM1y89ENl33wBUNa/zulufhH/OIsBnP4g4N2p5eyIY53szkBTLkVVktRxm1vkRrfbDqbewYsC4/4dfhbrq7bxB+BQ/us95AOrcj6CmSkFTvR/BAGeMzbwKCcZm1Cr/tgTj8vfYshESjC2T0pJABGNLZCw5yMB1P0b2pT9CSw3CV1uP6LUPQWmdB18Zf9lf3ZZGJpu/t21eUwiRkPuAQzAu+ZG2LMAwGHc/+xgS150Nrbc7L3b93c9DaZptWX8MtGUFCMbyPCFWgbEYkW/57xHZdge9onYZf+zYZh7B2DZpPRmYYOxJ29xJmmDsju5T9eo2GItZw0r/EE4+eBuSD96OXCI2YpOA47obH4PS2CrXA2NRNuKUvQ/a03lLEEXo+tqAPuvid3mygmBskdEWhBlbfCt5/41IPnw3coNx+AJB1F7zIAILt+eRcRbobDSEpWAsPgDEQUc+l1/wRgcvWbtiwDh+zlHI/r9/IDdm5UVg64+i+qyfwz9rgWQj9E46BGPveOVEpgRjJ1Qukz4IxnIZ6RYYb+jOID44Ws1zYWtIP0OxEq++4/eG1rEe0L8kjl71dz8HpWlOWUpCMC5LW20Z1KTHNfEXNVu0NhLUKjAe+NnpyPztGeRSg0AgiOhP7kNgu50q+keOZCaHzk0ZqBowo86P2siWt5YUA8ZaMoGBs5Ygu+o/+o8Svuooapffh8Ci7Y3YzzZTKEAw5qMxVgGCMZ8HwwoQjA1L5UhDN8C4J5ZFd786ngOx1ayQIwVLHBHWRCf9S78Mdf0HE+7wHBibnP3hUmoTD0kFN+U5xnKZbwUYJx+4BalH74HWv2lkcL5wBNFrfgf/gu3kGrBD2Yi9yu2bsnmraBrqFEyrDUz5uVgMGA8PJ5dK6su1fMEQl21Z4DHB2AIRyygEwbiMzLR7KARjuxU2F98NMBZAJKp4jpsgxaJZIQScqlpiTiZbW2defxmJa5bl7Z0Mfnw3fWmbMm2mrX1bFTx+6feRff1l5DJp/YtW9PpH4Z+71Ra/cHmx+JZYfph57SXkOjfAv/Pu8DfPhc/vt0pGxplEAYKxXI+FFWA8WQEoMcro9Y8gsNWOcg3YoWyKORO5FDB2aFgV0w3BuGKsNjRQgrEhmdhIKEAwlus5cAOMP2xPI5XJXzYsVFnUGkKgQpdTCzhO3ngusp0bEd5/CSLHLIMSrZfrYZkim8TKa5B6/F5gcGCkhRKpQvSWJ6E0zfLEGMYnOdkeYy0RR/zkr0Dt2DDSPPLNkxE59Hj4qoeOOXHyig1q6Ni87FJRgLmNQb1wTrldBGO5HLUCjGM/+jrUd/+JnNhTMeaqEz+obbWDXAN2KBuCsUNC29QNwdgmYT0almDsUePcSJtg7IbqU/fpBhinMhrWdmYw9jtRddiHWQ1BKY7qccshr55j3PedvYb2SI+76u56Vp9R9eI1GRjHf3IKsq8+h1w6lTek+rueg9Ls7F5w8cOS2Kc/vqr3wpYQgoHy2qtvBxinnnwAqacfgn+bj6L6m6fAVzfdi4+pKzlbAcbZ995C4menQ93w4cgYgp/eG9UnXuzZH9NKNWNDVwYDKS1vJZWouzFrZmDKH7w4Y1yq6tbdTzC2TstyiEQwLgcXHRoDwdghoQ124wYYi9QEHLdtUpHJaphW40dDXaDiq1N7FYz7T9wf6tpVE4uHuQCMBh/7gs0mA+PYCfsiu07sBc9f7VB3xzPwt84rGNPKBht7horXjd+OML+5/GaNrQbj2GmHICvOcR3+Zc7ng+5hizd/xLHyuTISywowFv0IDwZvuRDqmvcQ/srRCB/yHSj1M4ykULZths91F69rsQpk9swgqkJTrwIhGMvzKBCM5fFChkwIxjK44JEcCMZyGeUWGMulghzZeBWM1XfeQPzyE6Ft6hyd/dnty6g+5XLPftGdDIwTN52P9HP/M1RFd8zlxoxx26YsYomJBezmNwUR3sIXaTmedHNZFAZj8UOFsVlyra8bsVMPhda1MS+JmjOuQmCP/aGEq8wl58HW6pr3kf6/Z/Tz0kO772v6NWoVGHtQOkdSHv6xy8gxhgRjRywx1AnB2JBMFdOIYFwxVpc+UIJx6RpaGYFgbKWapcXyKhjrsz/v/wuJ638MrW0tIl/7HkIHHwfFhX23pTkwevdkYJzLZtF/wpehtY8erVVz+nIEP3cgfA4DVTqrYV1nfgVb8UV6QXNlLKUWy9ljPzoC6gf/0Wd+jRarU9etQvy8Y6B1t+c9Km7uFbfqmTUSJ7HiMqSf+X3emenRa8WS8o/BZ4TEABCMjSjtTBuCsTM6G+mFYGxEpcppQzCuHK9LHinBuGQJLQ1AMLZUzpKCeRmMSxq4hDdPBsbDaardbcgl4lAaZ0MUGXPrGkyraOtR9QrvoYCCWQ2BsttfLLSdbMa4/9SDoa4eguLhK3zANwsXrUun0HfCvtDGFFAT90eX/wqB7T8F+ANu2Wl7v6JifPyMw5AVuo25Qnt+BVXH/xhKQ4uhHAjGhmRypBHB2BGZDXVCMDYkU8U0IhhXjNWlD5RgXLqGVkYgGFupZmmxCMal6Wfl3VsCYyv7YazCCkwGxn3H7zU0cz/28vmgL2tvmr3FoKLwVnLlz6DF+vR2wd33Q83Jl5V9AS4t3of42UdC/fDdPH0Csxei6vxbERDHqxm4CMYGRHKoCcHYIaENdEMwNiBSBTUhGFeQ2aUOlWBcqoLW3k8wtlbPUqIRjEtRz9p7CcbW6llKNKNgrJ+ffduf4G/eMhjruajq0HLiSLV+7nZFXJqGkcJjYwYcOeIERA75juEfBgjG8jwtBGN5vCAYy+OFDJkQjGVwwSM5EIzlMopgLI8fBGN5vCAYy+PFZGA8cN2PkX3pj9DGFEKrPvlyhPb+quP7veVRqnAm6b89jcEVl0LrHCo+pjS2ovbSu+Gfu3Xhmze3IBgblsr2hgRj2yU23AHB2LBUFdGQYFwRNlszSIKxNTpaFYVgbJWSpcchGJeuoVURCMZWKVl6nKmqUicfvA3J390BpJOoOuEihPZaTCg2ILcoIqf1dsEXjkCpqRs6F8jERTA2IZbNTQnGNgtsIjzB2IRYFdCUYFwBJls1RIKxVUpaE4dgbI2OVkQhGFuhojUxktkAuvs1DCQGEQ6Wb2Era9SyN0rh45rs7Z/R8xUgGMvzRBCM5fGCYCyPFzJkQjCWwQWP5EAwlssogrE8fhCM5fBiIKVhU1yBlvMhmUzqSQUCPsxrDCLgN3ZerhwjKY8sCMZy+UgwlscPI2CcymjIZIFw0FeWVetlcYNgLIsTcuRBMJbDB09kQTCWyyaCsTx+EIzl8OLD9jR8SgjwjYKxyGxBSwihAMHYaZcIxk4rvuX+CMby+FEIjNd0ZJBMjx5pNj3qx/RaP3/gs8FCgrENono4JMHYw+Y5nTrB2GnFt9wfwVgePwjGcnhBMJbDh+EsCMZy+eEWGCf/ZyVSD94GbVMXlGkNqLnkLgQW7aD/gFWp15bAuKs/i764BlXL5ckztzGIqrC5feWVqq+ZcROMzahV/m0JxuXvsWUjJBhbJqUlgQjGlshoSRCCsSUylhzEE0upc+LLbg7wle8XXG1wAPEzl0Bb8y5ymobI4d9H5IgfwFddW7LHDFC8Am6A8fhq2iJ7JVKN2qt/C/+C7YofjMfv3BIYr+1MYzCVD8ViuHMbA6gK+z0+cvnSJxjL54mbGRGM3VTfY30TjOUyrFzBePD+m/TZhVw6hfDB30bVMWfoVVhlvgjG1riTU1X4/AIYi59Jkrn41sDVy5D565+QSyXhUxTUXvvQ0MyZyerC1qg9GkWw+vruDBJJTU9lVkMQVSEffEXO6PV/70tQN64d+gFg81Vz+k8R+NwBUMJVVqfPeAYVcAOMY2d+A9l33gC00WXBIt3a6x5BcOsdJ2QunpjiX/0GhZCgGWeMJTBhcwoEY3m8kCETgrEMLngkh3IAY7E0SfGJL3zGRM/lckV/OTTWQ/GtyhGMkyuvRvKRXyCXSY8IEz7wm4h86wwo0WnFi2XznQTj0gTOvv8vDFy6FFpPhx4ofNC3UHX0afDV1pkOLOtxTanH78Xgr65DLt4/MiYBx3V3PgulabbpcVp5w+q2NDLZ/Bmq+c1Bvaq32UtAf/8P9oPWsSHvVt/MVtRd8yCUhmazIdneIgXcAOP4ed9C5l+vAqqaN4ro9Y8isNUOI/+ts08sH1YxvHq4eXoA0SoFimLww9oijZwKwz3GTilduB+CcWGNKqkFwbiS3C5xrF4G44Gkho09WWibP3UjIR/mNIYw1Wdud38WPTEV+qpHALNnBlETMf8lsUTJt3h7OYJx7zc+idxAbMK46+9+3nV42JIZBOPin3Sx1Lb/e1+E1r4+L0jNFSsR+uhnAH/AVHBZwbjvhH2RW/8BxI9tY696AcYtc02N0crGWTUHUehH/O/Ya4Yo9hP1w28STMRKj/4T9p0Axv7ZC1B75b1QGlqsTJ+xTCjgBhir77wBsVJC3bhmJFOlsRW1l94N/9yt9f82kFTR0atO+HGmnJcOFwJjoQurUpt4uEtoSjAuQbwyvJVgXIam2jUkL4PxfzekJxSyaJ0RQLR64n6ddEbTvyiOq3uBRa0hqSpCEoztetLNx50MjAUAZd96Bera9xD66C5Q5mxlGvLMZ+K9O9SedsTP+Dq0ro15yYcXfwtVR5mfNZYVjGM/+gay7705Yeas/q5noTS7B8aZrIa1ndlJwDiA6VHFNBgLE2M//CrUD97R9xcPX7UX3o7AJ/aALxjy3kM6JmPxul7TmUVqc8Xg6rCClhkBqT4bphLYDTAWuWRefwmDN18ItX09Ajt8ClWnLkdg1vyRNDf2ZBAf1EZ+iB7+w5zGIIS+5XgZAeNyHLeMYyIYy+iKezkRjN3T3nM9exWMxfLp1RvTE0A3Wq2geVpgwlKt7v4MemITP6Tnt4QQlujIl3IE44GfnYH0n58A1OzI6yP46S+g+rTlUKbNlPY1MwGMxSzo97+kfxEc/rYX3H0/1Jx8GXx106UdhxuJ5Qb60X/yYmid+Utvq791OoKLj4FismCTrGCsrnkfsfOPRW7zcnEdGBbtjP4TrsPcbVqLWrZslV+TLaWe2xRAVai4Qj9ir3jiZ2cg88ozQDaL6lOvLJv9xR92ZEageFj/abV+iBl22c/KdguMCz2nXWIZ9UBlVWEmGBd6Kpz7O8HYOa290BPB2AsuSZKjV8FYrFxctXHijHFD1I8ZdYEJ+437ExraN2Um/Hq9sDWEoF+e/U7lCMbiUY9f/gNk//48ctksAh/9DGouXGEajpx+yYwH4+TvViD52xXIJfKXhUdXPIXA7AVOpyd9f/0n7g917aqRHxFEwtFb/xf+OQtN7/GXFYzFmAQcb7rqR1A2rsLgnkuQOOD7yFVHEQkpmNXg3qyj2F+8rmtoObV4v2yc5kd9tb/k/Z3leFzT6rYMxCz7+GteU1D3UeZLVjAWW5zWdmaQyowu5xfnjrc2BFz9wchOLwnGdqprLjbB2Jxe5d6aYFzuDls4Pq+CsZBAfOkTFVfHXgtbgwjqFXDzr8lAWlRqXdgSKmpZoYUW5IUqVzAeGaQwwmiVNLtENhh3PBjHLzoe2Tf/ilw2kxchet0jCCza3vUqxAaH5VgzseR28M6fIP3s76HMbEbNmT8f2n9YRLVmmcFYCDoVWIn3l6BEK1KsMF9WMBZgK/ZOF1PYabLZdfE2Jc6YJRgX/9SIVfed/VkkUhpqIwqm18o/A1/8aAGCcSnqWXsvwdhaPb0ejWDsdQcdzN/LYCxkig1q6IllEAn6MbN+y0VlxPLrDd1ZJNPiQ9qHpmkB+CeBaAfln9BV2YOxm+Ka7Hs8GKeefADJlT+DFuvLi1R/xzNQWueZjM7mZhSQH4wnVoAOBX2YMzMo/VJcMz6ItrKBsah63NWvjtSbKGamvn1TFv2J0cKMYpzi80FszTFbqMysnqW2l3XGuNRxefF+grE8rhGM5fFChkwIxjK44JEcvA7GHpHZcJoEY8NS2d5wsuJbsdMOQXbV2yPnd0a+fgIiX18Kn8k9s7YnX2YdyA7GokK+gKuxVaC9sAy3mMdENjCebLZenNksThwwszilZ/jUAgCN9QHUVXvjWCGCcTFPsT33yAzG+rnmXWkkUkNL2/VnvEb+H36KdYpgXKxy5Xkfwbg8fbVlVARjW2QtOmixYJx+9XkkfnoqcskElBlNiF73MJQZPFu0aCMATHVck9bXjVz/JvgaWqBU1XhmaXgpWrh9r+xgLPQRK1L0L505oCoMBGxejSIqKaeygA85vU5CMUuIi/FVJjAWy6fXdWaRGXcslSic1VBn/liqYvRw+x6CsdsOjPYvMxiLUznEarmxlzjesirkM/UDkjxqbzkTgrFXnHImT4KxMzqXRS8EY7lsLAaMs2v/i/iyw5FLxEcH4/Nh2m/+AV9NVK4BeigbnmMsj1leAGMn1UqkVLT1qHkz1PObAggXWXHaTO4ygbEo8PRB+8TzmsVsWH2NN2Z8zWg/WVuCcakKWne/rGAs9nqv7UznFUIToxZHWzbWl+e+b4Kxdc91OUQiGJeDiw6NgWDskNAGuykGjOOXfh+Zf7w48SzVX7wA38xW0xWADaZa9s0IxvJYTDDO92KyYlFO7WmWCYyFKhu6MxBL2cVS0eGrHIueTfVqJBjL8z5FMJbHC4KxPF7IkAnBWAYXPJIDwVguowjG8vhBMJbHC4LxeDCe/HghJ4BQNjAWyoglogKOxZLy2qrKmCkefiIIxvK8T8kKxkIhLqV25jmpr6+H31/cWfHOZFiZvRCMK9P3okZNMC5KNttuKgaMuZTaHjusAmOxF7RvQEUyk0NNWEFtlb8s93TZ48JQVIIxZ4ztfL68HJtgLI97MoMxi28585wQjJ3R2WwvBGOzilVwe4KxXOYXA8ZiBDIU3xKFcHw+X9kcT2MFGAso/qA9C6HN8FXMcTJyPaXOZ0Mwztece4ydfwZl7ZFgLI8zMoOxPCo5kwmXUjujs1d6IRh7xSkJ8iQYS2DCmBSKBWM3R5HJ5vBhexra2D1+rSF9WaOXLyvAuKsvi94BDaJI0NhrQXMQoaDiZXkczZ1gPFFu8Uwl0hoUnw+RoFg+7IwlMi6ldmbkcvZCMHbel4FBFR19KsRnX8APtDYEURVSQDB23oupeiQYy+OFDJkQjGVwwSM5EIzlMsqLYLxqY1o/qmZs8ZtwUMHcpiAUD7OxFWA8dG4kIGaOx17zm4MQGvEypgDB2JhOTrQiGDuhsvE+CMbGtbKipYDhDd1ZpDL5Rx+Jc8ubZk5DIpFANpu1oivGKEEBgnEJ4pXhrSWB8eOPP4777rsP999/f5409957Lx599FFs3LgRVVVV2HPPPXHmmWfq/7/Q1dPTk9ckFApB/IvHxxwvUygI/26LAgRjW2QtOqgXwfi/G4bAePy11awQ/B4mYyvAOJ7U0N6TgZr/HQoLmkMQVYR5GVOAYGxMJydaEYydUNl4HwRj41pZ0bKjV0V/Qp2wCmjOzCBamgjGVmhsRQyCsRUqlk+MosC4s7MT3/ve99Db24vW1tYJYPzII49g0aJFmDdvHrq7u7Fs2TIcccQROPLIIwsqRzAuKJFrDQjGrkk/acflAsZiWaeokGsLGKdTyKUG4auuBfwB2wy0AoxFcuOPk2meHkBdNQtwmTGOYGxGLXvbEozt1ddsdIKxWcVKa08wLk0/p+4mGDultDf6KQqMh4f2/PPPY8WKFRPAeOzQu7q6sHTpUn3GeLfddiuoCsG4oESuNSAYuyZ92YCxmBVt68nm/YIullGLPVdWX/ErTkL2Hy8gl07poWtOvRLBPQ+CL1x45YrZXKwCY9GvWEktllOL4mQ+ThSbtYJVqU0rZs8N6WwO3bEcoIThRxINUcWeH7/sSb8soxKMnbWVS6md1bvY3gjGxSpXnvfZBsaqqmK//fbT91CcffbZOPjggw0pSDA2JJMljVKZHOKDKsQxamJWShRm2dIlwDhz93LEHl2JXCaNwKwFqLnmQSjRaZbkwyDmFPDijLEYYUbVEE+IfcY51NcG4LeeiZH+y58wePMF0Pryt2bU3/UslOa55oQ20NpKMDbQHZtsQQGnZoxFQauMKgrq+Ah84/wQQLC2M4McFP2HioGBAX07gFhCKvTi5Y4CBGNrdBcnB2TVHEIBBf4CzzOLb1mjuZ1RCMZ2quu92LaBsZBCLLletWoVLr74YlxwwQXYfffdRxT697//PUGtHXfcEbFYLO+/i6VYwWAQg4OD3lNX4ozbN2XQN6DlFfpZNCu8xerAid/dgYFfXoNcKjkyMn/jLExf8b9QaqISj3ZiauKsWKGBmJ0TS3kXtGx57DIOLhqN6nvvxxdrkjFXp3PadN5xyLzxMpDN5HU94+Y/ILBo+yHTLbxE/YRMJsNCKhZqWmwoUZNCzLanUkMrBey4OnqH3j+HK4iHBfQ1hgh9m8UWheQGkhoUxa9/fieTQ58ZC1vDCAUIxnY8k0Ziis+M8d+xjNzHNqMKiFMVkunRQhDTo37MiAZMv/YFjIn3KDGJxMtdBcLhsP49Kp1OO5qIeAb8YmaKl1QK2ArGwyO9/vrrIZZUX3bZZSODP+644yZ8oV+5cqX+5XLsJWYpxZccvnlY+9y8ty45oQhSTcSH2TPDUKYogrRu8UegxfqG1nqOueb84R0otfXWJmhjNPGhtqYjBW1ckaNt5kQ8NfMjvnCKipYE44kPS++KyxF/5B5oifyifa2//DOC87aC1WuUxYeb8EEb/1DZ+Bwz9OQK2P2ZIYrHrd6Y0meM8t4HG0OoiXA/uNBk9cZBpDZ/lIvXxvDn9yIBxqyw7tpLV3xmjP+O5VoyHuy4sy+D3pg64bvT/OYwqsLmfmwVkz7idcHPb/cfBLc+v0W/4vOKl1wKOALGy5cv138Zu+iiiwqOnkupC0pUcgMxyyGOzRlfHFj8cLWwJTzlsTl9R+0KrW+T2AWZl8O0B/4BX01dyXk5FWB9dwYDg+OoWJ/N8NZ5urYvpRY/gHh1k2s6hb4T9oXWsWHksQpstSNqLrodyowmyx81LqW2XNKiA9q9lDqRUtHWo04A4xlRBTPqvH3sWNGij7txuMI6fP6RpdSiiSiyF+SMsVUym47DpdSmJcu7YW1nGoOpiacqzG0MoCpsbuaP5xiX5oWVd3MptZVqej+W5WAsfgE799xzsWTJEr0q9RtvvKED8VVXXZW3lHoq6QjGzjxUkx2bI5YEzawLTMlCmZf+iMT150BLJkZhY9udUHP5PVBE1V+PXBt6sognJi5f8tqXNrvAWCxBTlxxErTBAd3RmnNuRHC3feCzsaqzLY9OOoXB+65H5p//h/CXDkXoS4fCV1VjS1cEY1tkLSqo3WAsZorXdmT0/cVjr1kNQdRExAqnotIuu5s6+7KIJ30IhcL6HuO5jUHTs2plJ4rLAyIYQ5/tFWcLD6aGfhxvnuZHVNRYMXBcYFd/Fn1xbcKMcTHPNsHY5RfDmO4JxvJ4IUMmRYFxW1sbjjrqKH1Jjtg7JPatLF68GKeddpq+LESA8Ouvv64f1dTS0oJvf/vb+t+NXARjIyqV3kbs/9o4pjpwodli0aNY8qH8+Q/ouuZs/Qic4B77o+q05fDbBBulj3LyCOmshjXtmbwZc/FldlGrTUcG2TQQO8BYwHD/cZ9HbiB/r3/9vX+FMn2mTSPxfliCsTwe2g3GYqTjj9USBXjmN7Gw1PinQCwXraqqRizWL88DUsGZEIyBNR2ZvD3C4nGY0xhEtcGl0OPvFxMK02v9pvcYE4zleSESjOXxQoZMigJjOxP3JhiLmQNj0wTZDR8g88Rv9CWqoQOPhL95jqvLVcWsh/ih1MgZslYf15R+8Q9I3HQBcskEIocvRWTJifCFwnY+XiOxxXLIjT2qXjwnHFQwe2bQlurIdg7GDjDOvPIcBq46Tfdk7FV7+UoEPrYrfCwUMcFStasNuWcfhhrvg3/vQ+GfuzV8AfvOTLbzmSqH2E6AsdApnclBvI+IyrRifyFniic+PTzHWK5XVKWDsVjtsb4ri1QmfyvVtFpRQMs43Ir7M1lAFN0rdmsAwVie1wbBWB4vZMiEYFxznp6LAAAgAElEQVSCCwPLT0Xmr39CTs3CF52GulufhDKtYcqIqWcexuAtF+uzrcNX7SV3IbjzHtDPTJL8shKM008/hMStl+RpEfriIag+6VJbzpmVXNqi0rMDjLP/egXxS76P3OZl1MOJRa/6DQIf+YTl1ZyLGrhEN2VefxmJa5ZB6+0eyar65MsR2vurfI5d8skpMHZpeJ7qlmAsl10EY2vA2ApXCcZWqGhNDIKxNTqWSxSCcZFOir2LqYfuQC49eiSIgOP6u56Db4r9tr3f+OSEJaq+YAj1v/obfB447shKMJ5MC2HFtAde84QWRT42lt5mBxiLUt293/z0hOd02m/+Dp+HKo9bKvQWgvV9Zy9oHesntKi/+3koTbOdSoP9jFGAYCzP40AwlscLkUmlg7HQoNSl1FY5SjC2SsnS4xCMS9ewnCIQjIt0s3fJp4bgYdzRRVuq0GwEBkVhCMXnk3JZHsG4yIfFpttsAWMAWrwfAxcdj+x7/4R/1kLUXPYLKDNb9GPTeOUrQDCW74kgGMvjCcFYHi8IxkNelFJ8y0o3CcZWqllaLIJxafqV290E4yId7Tt6t7zlk8NhtgjGx+yOXE9nXo/Kgo+g7qr7kVCq84phRUI+zGkMTXl0UpFpl3SblWCcuOE8pJ/9PXLZ0XOrA7MWoOa6h6FUR0vKs1JutguMK0U/K8YZW/Z1qO+/hZw6WuVcmd6I6M8f1n9M4OW8AmbBWIv1IvvC4/qZ18E9vwK/mOnn2ZKWGEcwtkTGSYOIIwc7+rL6sWH1Ncb2yHLG2D4/zEYuazDWNGT//SrUdasQ2P6T8M9ZBASCZiVyrD3B2DGpPdERwbhIm9KvPo/ET0/NK1IU/MTnUH3uTVCmqNKs9W9C/3e/iFwirvcqllHX3f2CXu13suOTWmcE9GMEZLmsBGMxpviF30Hmzb8AqgplZiuiNz0Ghct1DdtNMDYslW0NRZGy2EkHQhXnJW8+97n+5j9CmbuVq0X1bBuwBwKbAePsf97AwBUnQts0+oNlzVnXIbDrl6CEIx4YrdwpEozt8SeWUNHZ9//ZexMwOap6/f+tXmefSSaZSUIISQCR6wUxoJcrLgS5uAEim0pAZJPNhU32RWULEEAStiAgIAgoqFejBDfgCvrzL7iiiCyBrJNMZu+Z6bXq/5yazNKzdXX3qepvdb/1PDzemznne77nfau66lPn1DnZe2nXVQfR0jT9AlIEY3f8KCRquYKxGuzoO/dIZNb9a0SWyP8cjarjz0GwubUQqVyvQzB2XWJfNUAwLsIuG45vvgBWfy+ih56A6i98DYaTh6n+XlgwRr6lVVN71m1JZm0fpNKqrwmgtSnkaH+9IrrhuKpuMB5t2Pmq3o6TrYCCBGM5JtcYJpKJBFKhKAyONpbUmHzAuOeUpUPfiI/9JMYw7LUi+I148TYSjIvXcLIIk30nq8otaAmjKhKYslGCsTt+FBK1XME4/uAKxJ96FFYse4u2+m/9CKHd/rMQqVyvQzB2XWJfNUAwFmCXeiZ7c0tywqbxzfVBzGwIifne2D0wFmCCD1MgGMsxjfsYy/EiLzDm4mmuGkcwdkdegrE7unoZtVzBOHbpCUj944/2TMCxR/1NjyO0xz4iP1MhGHt55stvi2AsxKON21MYiGfvrbdobhjh4NRvf71OnWDsteLTt0cwluMHwViOF/mAce9XDof51quwzNHfXqO2AQ23r0Fg9lw5nfJpJgRjd4zb3pNGT7+Z9TJd7ac9tzmIaJgjxu6orjdquYJx/MlvI/HDe2H2dGaD8W0/RmjXd+kVUVM0grEmIcskDMFYs5Fq4/e2rgxSaRNNtUE05zHi2zdoorMvhapwELMagwgGClsFeHjVxXjSRF2VgZamEIIaAJtgrPlkKTIcwbhIAQEkUhbau1PImIY9O0NdL4Usvk0wLt4LXRHyAWMr1oPeLx8Gs33LSPP1t/0vQoveKXJkQ5dGXsUhGLun9NbuDNS3xqZpIRQE5jVPP41aZcKp1O75kW/kcgVj9VlK7/lHI/Pa30c+Uak+/lxEP7kMRn1jvjJ5Up5g7InMvmmEYKzRKgXFG9pTaivYkaMmatg3rECBkJtvepNNy1afPC6aE3EE2gqmY4MmImEDdVWBrLwJxvm64W55gnFx+g4kTLR1Dq3qOnzMbAhiRl3+L6UIxsV5obN2PmA83K7ZvR3qh9tomAkjFNKZTkXHIhi7b79lWY630iMYu++H0xbcBuP+uIl0BqiKApGgeuFb2ECL0/6ML2du3QirYyuM+Ytg1DWJXnuDYFyoy+VZj2Cs0de3tybtEajxx+K5EYSC3vwo9Q6Y2NqVGr+9MhbNjSCcI4ctnWn7DfTYY2zuBGONJ4uGUATj4kR8a2vKntkxbity+yVSOJTf9UowLs4LnbULAWOd7TPWqAIEY1lnA8FYjh9ugbGaQaAGaMY+i6rZUE21Ac+eQ+Wo7CwTgrEznSqlFMFYo9Pr2pL26NP4B+3F8yIIeTRi3NGbQmffxIf9XeZEEJ3mYV+9dX5zi5pSmg32sxtDaKoL2tNLCcYaTxYNoQjGxYmortdUeuKLLIJxcbqWujbBWI8D6gFbHcXMdiIY6/FCVxSCsS4li4/jFhhv7VYDHKY9xX7skWvF8uJ75N8IBGP/eudG5gRjjap29qXR0ZuZAMa7znM2jbnQVNQPoJrGPfxNslqxctxvInKNWmdMYN2WxLRbRhGMC3XInXoE4+J03dKRQiye/RIpGDSwS0s47zfrHDEuzotia3fHMvZvr3qxF41GsXBOFaxMvNiwFVv/7a0pJFMmhh+td54dRnU0/4UgCcayTiGCsRw/3ALj9duGZi6OH6AhGE/tPcFYznUhIROCsWYXNquH7cHRj4ydTGEuJoXuWBrtPdkwPqMuhO7+9MgP406zwqityv1Q88bmiVtGzZkRsvdTVt+nEIyLcUp/XYJx8Zq+vS2FRHLoelWzIhQUR6ZZ1XWqFgnGxXtRaITBpIktHaPfiiswVr9Xc5vMvKfEF5pDOdXb2pVG78DEF7yFzKQgGMs6MwjGcvxwC4zb1YrlscyEQQ6CMcFYztkvOxOCsUv+qLd1Xqx1MBnMNtQG0dI4NP05nwUX1KrYbZ2j3ydHQgYWtEYwPAucYOzSyVJgWIJxgcKNqzb8Zr2Y65VgrMeLQqKol5FqoZlhH4fBuLUxM+3WNYW0VQl1pvrEYGFrxF6UMZ+DYJyPWu6XJRi7r7HTFtwCY9W+GjVWC6kCQ9er2plEPRd69EWfUwnElOOIsRgrRCRCMBZhQ2FJqCnUb25JTngzGAyqVaijBf8IpjIWgvYIcXZeBOPCfHKrFsHYLWXzj0swzl8zXTXGj3COgHFDGtFIUFczFRNn7CyKsZ2u5BFjNUV/IGFBzS2vjgIhDdsfluKEIhiXQvXJ23QTjFWLaRPIZNSsmUDBz4Jy1HI3E4Kxu/r6LTrB2G+Ojct3qhHj1qaQ9hFrgrGsk4VgLMcPgrH3XiT+9zsY/N4qWP19yCx+N7q+eCusphb7G2MFLi0NafuhkEd+CiRTFjZtT0G9IB0+ZtQHMbM+/23MymHEWM1GUC9fxm7r5tdpqQTj/K4FN0u7DcZu5l5usQnG5eZocf0hGBenX8lrT/aNca6FtgpNmmBcqHLu1CMYu6NrIVEJxoWoVnidxK9/hPi918Hs6x4JYrYuROc596Fpl4WYNyuCVJKLbxWqsILA7T1pJNMW1FYvtVG1zkT+0coBjCebWq6mlM+flf8iffkrqLcGwVivnsVEIxgXo57eugRjvXr6PRrB2O8OAvZKrANxE6GgmuY1ceqg2dWO2IWfQ6ZtPQL1M1B346PYHNkJg8mhztdVB6AW2cq1LQfBWNbJQjCW4wfB2Fsvek77CMwtG2DPbR1zNN7/DGoW7GYvFDgwMOBtUmxtggLlAcZD+52PPwqZWl7qU4RgXGoHRtsnGMvxgmAsxwsJmRCMJbjgZg6ZDLqPe6893XDs0XHz8zBrm0b+qVEt2JVj+jXB2E2j8o9NMM5fM7dqEIzdUnbyuARjb/UutLXyAOOJ+51XRQKY1xzKe1u3QnXUVY9grEvJ4uMQjIvXUFcEgrEuJcsjDsG4PHycshfpv/4e/decCXOwP6tM9wUPIbV4H4xdYSvXfssEY1knC8FYjh8EY2+9mGwqdXCnRai99iHUzl/IEWNv7ZiytXIAY7W67+Yx24Gpzu7SGvbliucE48lP1fS//ozUC0/DqGtA5OCjEJjZ4vq2IgRjIT9SAAjGcryQkAnBWIILLuaQevE5DNzw1YlgfO79SO62Lwy1hPWOg2DsohEuhCYYuyBqgSEJxgUKV0S1sYtvhfbYBzWX3o5gcyuqqqoIxkXoqrNqOYDxsB5qUTLDsHy9oBvBeOLZ3X/LhUj97mlY8dFPL+pveRKh3fdyFY4Jxjp/aYqLRTAuTr9yq00wLjdHx/XHSsbRc8L7J06lXvE8zLrRqdTNDWrV0elXsuaI8cSTxerrgRUKIVBd6/mZRDD2XPIpGyQYy/GCYCzHi3ICYzmqFp4JwThbOyuZQOz8o5Fe96+sP1QdcRKix5yOQGNz4WLnqEkwdk3avAMTjPOWrKwrEIzL2t6hzmXe+Af6Ll4Ga8d06rprH0LXzkvQMwhYFuAEilUcgvHoyZLe8Dpi5x8DayBm/2Ngxmw03P00jNp6z84ogrFnUudsiGCcUyLPChCMPZM6Z0ME45wSeVqAYDwOjPt7EbvoOKTfejXrD+H/PgQ1X7wcgdlzXfOnnMG4O5ZBZ1/G3uKsKmxgzswQImG5W+cRjF07zX0ZmGDsS9tKkzTBeFT37s8smTAKHz3kGFSffgWMaLUnBg2DcfLlPyL29VOB+ACM2gbU3/ZjBFt2cnUamCcd9FEjBGM5ZhGM5XhBMJbjhcqEYDzOD8tC31c/hfSbr2T9ofrMbyCy9HAEaupcM9AvYNzZl0bvgIlIyMCsxiAiOfaG7xvMoL17CIqHDwXFarE6FUPiQTCW6ErpciIYl05737VMMB6yzEol0XP8/hPA2IhE0fjd33s2aqzAuHP9OvScchCsgexVx5see8leSISHNwoQjL3R2UkrBGMnKnlTptLAOP2XFzD48G2wBgdQc/JFCO71Pqj7gpSDYDzRifTLf8TAty5Cpk1t/waEFr0TNRevhFrMz83DD2C8oT2JeNKyZxYOHzvPDk26Lejw39dvSyKRyq6j/rbz7DCqozJHjQnGbp7p/otNMPafZyXLmGC8Q3rLQvdn950AxoH5i1F/yxMI1HgznVqBcdt3bsHgd2+BlYhnnRdqWrd9YzdkvqEt2UnsUsMEY5eELSAswbgA0VyqUklgHH/y20j88F6YPZ0jatZecDPC//0/ns0iymUjwXgKhRT5DfTBDIQQqKr25L4pHYzTGWDT9hQSqew9vGc3htBQG0AwMPmzBcE411U4+vfGxkYExyyA67wmS7qpAMHYTXXLLDbBeNTQwfuWI7Hmu/bo8fDReNdaKDj2CkYJxnIuMIKxHC8IxnK8qCQw7v3K4ciMm5JrVNei7qbHEVq4hwhTCMYibLCTkA7GyfTQNmVqNfaxx8yGEJpqA1Pu4c2p1M7PMYKxc628LEkw9lJtn7dFMM42MPWXFxB/9HYYDTNRe/rlMJrneAbFKhNOpZZzQRGM5XhBMJbjRcWA8RTfqtoAtPInCC7eU4QpBGMRNvgCjC3Lwob2NNQ+3mOP+WpKdMSAMc1sNC6+5ew8Ixg708nrUgRjrxX3cXsEY1nmcfEtOX4QjOV4QTCW40XFgDGAvnOPRPq1l9UqFCMGhPf9MKrP+gaCrTuJMIVgLMIGX4CxSrI/bmJrV3pkIa2G2qC9i0k4WF6faPEbYznXhYRMCMYSXPBJDm6DsXpDmUxbCBgGwkJXL5RkFbdrkuMGwViOFwRjOV5UEhibsW5765/M26/ZBgRmtqDu6gcQ3GV3MYYQjMVYIX4q9VilTNOyR4jLdckSgrGc60JCJgRjCS74JAc3wbhv0ERbZ2pk9cNAAFg0JzLlAg8+kczVNAnGrsqbV3CCcV5yuVqYYOyqvHkFryQwHhbGSsYBIwAjFPbs05rhVYNzgYskMFaLOrV1ZZBMmVDjj3ObQ6iJBqadopvXySe8sPRvjIXLpzU9grFWOX0fjGDsewu968AwGHd0dqE/btk3s5oqIKgotsjjjc1JZMzsRR6a6oJQKyDmutkX2bRvqxOM3bEuFjeRyQDVUeTcs3E4A4KxO14UEpVgXIhq7tSpRDB2R8nJo6qRvI32ysFD2+MEgwZ2ag6hKjL5PVkKGJsmoLYCUnmPPSRv6aPbV4KxbkULj0cwLly7cqxJMC5HV13qkwJjI1SLV9/qgLohDx8L50SK2rhdxXpzSxLjuBhqFftFc6KYYlcAl3rpn7AEY71eqfPwra2pke+pVPSZDUHMrA/lPAcJxnq9KCYawbgY9fTWJRjr1XN8NAWXg4lsuKwKG5gzM4RIeCIcSwHj2KCJbd2j364O92unWeEdo8bu6iYhOsFYggtDORCM5XghIROCsQQXfJKDAuO2njC6e3qzMo6EDSxoieSEh+m6OdmIcX11AK0zQgiQjCeVjmCs98LZ0pmCemAbnpY4HF1N6c/1zTvBWK8XxUQjGBejnt66BGO9eo6Ptn5basKqwarMgpbwpKPGBGN3/cgnOsE4H7XcLUswdldfv0UnGPvNsRLmOxUYq5R2nVfc98Dbe9Po6stkQcnieRGECMVTOk4w1nsxqNHiVJpgrFdV76MRjL3XfKoWCcbuejEZGKtPj9SU5MmmU0sBY06llr+PsbtnrqzoBGNZfpQ6G4JxqR3wUftTgXFVxMD82cWNGCsZ0hnLHrELBQ3UVk2/T56PZHMtVYKxXmnV1L6e/uyXM6oFjhjr1dntaARjtxV2Hp9g7FyrQkr2DmTQ0ZtBKj06nbp1Rhj1NYFJZ3BJAWPVVy6+1YCBgQGk0+lCrGcdjQoQjDWKWQahCMZlYKJXXVBgHI7W4R9vbM/6xnjR3EjZ7WvnlabFtEMwLka9yeuua0vao8awl5aDPZW/oSaYcwE4TqXW70WhEQnGhSqnvx7BWL+m4yMOJkxs783Y92S1x2xt1dS/V5LAeLgf5taNiH3jNGQ2vAE1ZazmrG8icuBhMGrq3BevhC1wKnUJxR/XNMFYjhcSMskC43Xr1uH444/H2rVrUV9fP5Lf3XffjV/96lfYsmULmpub7TLHHnvslPmvWrUKDz74YNbf999/f9x+++05+9zZ2ZlVJhKJQP0Xi8Vy1mUBdxUYu11TMqX2tbMQDhW/IrW7WZdvdIKxO96mMpb9kKm+K1Z7ajs5CMZOVPKmDMHYG52dtDIdGJsdbRi440qYb72K6OFfQPiQYxAocxhyopmbZcSBsWmi75wjkH7zlaxu19/wKILvfA8MtQJnmR4EYznGEozleCEhkxEwPuuss/Daa6+hq6sLzzzzTBYY33bbbTjggAOwePFivPLKK7jwwguh4HfJkiWT9kH9TQHueeedN/J3dYOsrq7O2edKBmPLNDF4x1VI/d9PEZi7ALWX3YlAy06e7YWYyxw39zHO1Tb/PlEBgrGcs4JgLMcLgrEcL6YCY3PbJvR97bNQcDx8hN97IGq+uhyBpua8O2BlMhi45kyk/vICrFQSVZ/7Eqo+fUrZjzrmK5Q0MDbbN6PvypNhqtHiMYft3+EnwqhvyreLvilPMJZjFcFYjhcSMskaMe7r68PSpUsngPH4RE899VQcfPDB+OxnPzslGKtYl156ad59rGQw7jnxAJgd27I0a3jodwjOnJ23jm5UIBi7oWrhMQnGhWunuybBWLeihccjGBeune6aU4Fx7OLjkf7XS7DGfV/ZeP8zCLTMzzuNvnOPRPqNfwBqVacdR81Z30DkoCNgVNXkHa9cK0gDY6tjK/ou/wIyG17PkrzmhPMQ+cRxMOoby9UKEIzlWEswluOFhEzyBuN4PI5PfvKTuOGGG7DffvtNCcaPP/441MOimnr98Y9/3J5+7eSoVDC2Yj3oOXkprIG+7BvEKRcjcugJMMIRJ/K5WoZg7Kq8eQcnGOctmWsVCMauSZt3YIJx3pK5VmEqMO494xBkNq6b0G7jvb9BYM7OeeWjZlr1nnYQzK2bsutV16Hxzp8jMHtuXvHKubA0MFZa937lcGTGT6W+5QmEdt97ZLZcMm3CMAyoL7fU/5bDQTCW4yLBWI4XEjLJG4y/+c1vor293Z5KPdWxYcMGZDIZRKNRvPrqq7j22mtx+umn4+ijjx6p8tRTT02orgBajTSPPdSNNRwOY3BwUIJeruWQ2b4FXV/8KMz+7D2Ca475ImpPOA9GtMq1tp0GVjek2tpafu/tVDCXy6l1ANS399b4jXddbpfhJyqgPhNJpVJcYVTAyaHWpFC/VYlEQkA2lZ1CMBi0nwPU6rtjj8Hv34X+x+6acL9rfuh5BFvzGzFWYNx50oeQaduY1YZRU4+Zq59GsGVeZZswpvfqnjH+GavU4qjBgN6rz0Lyb/8PRiSK+ktWIvKeD9iDAQPxDNq60mNW3bawoCWK6qj/1zZRMKZ+o9SzMo/SKqB+o9RzVDKZ9DQRdQ6o30geshTIC4xvvfVWvPTSS1CLcakREqfHPffcg7/+9a+44447RqpceeWVEx7or776avvhcuyhRinVQ065/3iom/umw94JM5YNxq33rEVUvTkNlP5GoHxQFzG3F3B65rtbTr0wUl4QjN3V2Ul0dV0oH8wxUzmd1GMZ/QpUyj1Dv3L6I053z2j/2ucQ/9PzsNJD9/zW23+C6H/sCxTwoNj2xY8i+drfs6ZSzzzvBtR+9BhOpR5jq7pnjH/G0u+6vojrtsSRSI1uRaUiV0cNzGuO2osj+vlQgz7quZb379K7WKr7t2pX3a94yFLAERirh+/rr78e69evh4LjfKBYdXflypVoa2vDddddl7P3lTqVWgmT/vdfEbvsRFiD/bZOVUeeiqplXxUxWqzy4VTqnKevqwVSr7yE9LNrYMyYhcgnl6F5wSJ0d3fzxuqq6s6Ccyq1M528KMWp1F6o7KyNnNs1pVP2d8b2jKgipshy8S1nfkicSj1d5uu3pRBPjn43rsqq02Tn2WFURfwNFJxK7eyc9aIUp1J7obJ/2sgJxgqKzznnHHvLJDXKq/53GJLUA4gaITn77LNx4oknQm3JpI7ly5fbi3MtWrTIXsX6iiuuwFVXXYUDDzwwpzKVDMbD4qibvBFUP/qy3ogSjHOevq4V6F9xPpK//TmQSY+0sfOTf0Ys6nzmhmvJMbD9slBNw/J6Khaln6gAwVjOWZETjOWkWhGZlAMYV0UMzJkZQsTnW0USjOVccgRjOV5IyGQEjJctW2bvU9zb22uvlrdgwQI88MAD9vcoaqXq8ccuu+yCJ5980p7KqYBYge9hhx1mF1uxYgWee+45dHR0oLW11V5466ijjnLUX4KxI5lKUohgXBLZ7RGVnmXvg9Wf/f191ZIPoPrSOwCuuloaY8a0SjAuuQUjCRCM5XhBMJbjhcrEb2DcN2iivTuNdGZ0OvX8WSHUVPn/u0yCsZxrg2AsxwsJmWSNGEtIiGAswYXJcyAYl8YbNbW+5wsfnADGwRmzUL/6l9yrszS2ZLVKMBZgwo4UCMZyvCAYy/HCj2Csck6bFgbjlj2BrjpiIBSUNZOuUIcJxoUqp78ewVi/pn6OSDD2s3se504w9ljwMc11f2bJBDCe8YULgE+dBAjYyqt0yshomWAswweVBcFYjhcEYzle+BWMZSmoLxuCsT4ti41EMC5WwfKqTzAuLz9d7Q3B2FV5pw2efvUviF3+hZGF2UI7LcL8B36D3iRXtSydK6MtE4wluDCUA8FYjhcEYzleEIxleUEwntyP9MY3MXj7FUi/8TKiBx+FqmPPRGDGbFfNIxi7Kq/vghOMfWdZ6RKeDIzNbZthdrQhMHchAo0zilpZtHQ980fL9rYOsR4gEoURrcaMGTO4KrUQ6wjGQowgGMsxAgDBWJQdvvvGWJZ6xWWT2b4VVkcbjOY5UJ9BNcyYYe/vze0vR3VVUDxwzZnIbHxz5B+D79gbtRfcguC8XYozYJraBGPXpPVlYIKxZ7apxSP8/W3MeDDuOWUprG2bRrYLin74UFR9+VoEuBiUJ2cVwdgTmR01QjB2JJMnhThi7InMjhohGDuSybNCflt8yzNhXG6o75JlyPzzJagdR9QRed9BmH3BTUg2zKx4MFbv+9VLf7Xnef9VpyD9t9+P7G0+bEv9bT9GaNd3ueYSwdg1aX0ZmGDsom3qR7Dvy4cjs+E1deUj9I53o+bq7yBYW+9iq+6FHgvG6T+/gP7rzoa5Y8/l4VYbHnwBweYW95Jg5BEFCMZyTgaCsRwvCMZyvCAYy/FCZUIw9t6P9D9eRP+tF8Js25DV+Jy7n0Jmlz2Q3gHL3mdW+hbbutKIDZowzaFVx1tuXgbr9b/Zz8tjj/pv/Rih3QjGpXesMjIgGLvoc9+5RyL9xj8Ac3SD+vABH0PNuTf4clR1LBgPfm8lEk/cAyuZyFKw8fY1MBbsDiOg9mHm4aYCBGM31c0vtp/AOP7T7yLx6EpYA/2oPulCRA45BkZ1bX4dFlyaYCzHHIKxHC8IxqXxIv6TB5H4wd0wu7ZnJdB64/eQ2XNfZIzKfFbqj5vY2pW9FVfV80+i4We3w+pqH9FKPUsqMA4u3tM1Azli7Jq0vgxMMHbRtslWElbNNT3+Jxg+HDXmiLGLJ0sBoQnGBYjmUhW/gHH8wRWIr3l4ZBE3JUf1589D9NATymbbL4KxSyd5AWEJxgWI5mIVjhi7KO4UoTliPLkwmzuS6I9b4weHMeeHV8P87Rr7HqWguPaaBxF+13uBoHt7VxOMvb8uJLdIMHbRnXIGYyUbvzF28eRxEJpg7EAkj4r4BYx7Tj4Q5rZNE1RpvIs6bHoAACAASURBVP9ZBFp28kgtd5shGLurbz7RCcb5qOV+WYKx+xpP1gK/MZ6oyvaeNHr6TWR2TKMeLrHz7LC9XzWg9q72ZjSdYFya60JqqwRjF50ZWH01kmsfg5VKjrRSc9qliHxiGQwf7j072arUmbdeRWbD6wi94z0ItMzlqtQunk/jQxOMPRQ7R1Neg3H/ivOR+v0vYCXiCO25BDWXrEJwZu5v+wnGcs6ZSsiEYCzLZYJx6fzIbHgT5sbXYczfDcG5O6NxZnNFr0qtFtza0J5GPDn6qWHNlldRf/9FsDa+CWOnhai7eCWCu7zD9edKgnHprguJLROMXXYl/sP7hr7nS6VQc8aViBx8FBAKu9yqO+G5j7E7uhYalWBcqHL663kJxv2rLkPq2Z/CSgyOdCS0z/tRe8HNCDTNmrZzscs+j9TLfwQy6ZFy4f/6CGq+ch0CjTP1C1OCiBwxLoHoUzRJMJbjhcqEYCzHD+5jPLQadUdvBgNJE7X92xC+4TR7oGX0xhZGw60/RHDRO101jmDsqry+C04w9p1lUyecylj26n6RcMCVjaEIxrJOFoKxHD+8BONiRn3VSvmxi45D+rW/ApkMQrv9J2quuBvB5lY5YhaZCcG4SAE1VicYaxRTQyiCsQYRNYUgGGcLOXjnVUg8+xNYA7GsP9Td8CjCey4BXFzQlWCs6aQukzAEY41GKjBNpy2EQwZCwew9iy3TtPdpg/rPheONzYkd32oMxZ87M4T6Gr2LFRCMXTCuiJAE4yLE01zVL2Cc3W3/760+mY0EY80ndxHhCMZFiOdCVYKxC6IWGJJgnC1c/60XIf27pydsAVq//HsI7rkEBhffKvBMY7V8FSAY56vYFOXXb0tlfytRZWDezDCMdBK9px0Ms6PNrhmYszPUZuWB2gZNLQNqL7je/qGN48ceu86LIBjQB+IEY22WaQlEMNYio5YgXoJx/NFViP/o/qw365H/OQrVJ1+MQH2Tlv74OQjBWI57BGM5XqhMCMZy/CAYZ3uRXv86Bq87G+mNb2b9oWHlT1zdqkk1xhFjOdeFhEwIxhpcUIsHbNyeHtmkfDjkorkRDH7pE8hsfCNrw/Lwkg/ai+UENO0d+uaWpD1aPG5PdBCMNZgrOATBWI45XoKx6vXgE/cg8f27YQ30IfqJZfaWS0advpdtcpTNPxOCcf6auVWDYOyWsoXFJRgXppsbtQjGE1VN/u5pDN5zDcztbTCiVaj9+n0I/8e+rm7VRDB24+z2d0yCsQb/umNptPdkJoDpzi1hJE7YD1Z/34RWdO5lvKkjhf7B0ZX9hhsjGGswV3AIgrEcc7wGYzk9l5cJwViOJwRjOV6oTAjGcvwgGAPJlInBhIlQKIDqaAAaJzjmZTRHjPOSq+wLE4w1WDzdiHH/cftOBGPDQNNjL8GordfQOuyRajVqPHY7uFmNIcyoC2r9pJlTqbXYpS0IwViblEUHIhgXLaG2AARjbVIWHYhgXLSEWgMQjLXKWVSwSgfjbT1DnwCaO8Z01PI7ag/jqog3exePNY9gXNSpXHaVCcaaLJ3qG+PEY6uQeOIeWMnESEu151yP8IGfgqF526a+QdP+kampAsJB/T8uBGNNJ4umMARjTUJqCEMw1iCiphAEY01CaghDMNYgosYQBGONYhYZqpLBWA3mbGhPIZFSC0COHrMag2isDWpdG8eJTQRjJypVThmCsUavEykTyTRQFTbslamHD7UEfeK+66FWpq7+0tUIv+8gGMGQxpa9CUUw9kZnp600NTSgp7cX2beWHLWHP0R3aXV0p7mXWzmCsRxHCcZyvCAYy/FCZUIwluNHJYNxOmNh0/Y01DPz2KOxLojm+uCEXV3cdo1g7LbC/opPMPaXXyXNlmBcUvlHGk/99ucYuO0SmPEB+99qvnQ1ogcfBUwzA8HcvgU9Z30SGIzZC8FFjz4d1cd9GUYkKqNTPs+CYCzHQIKxHC8IxnK8cBuMBx9cgcRTj9r7o9d86RqE9/8IjGi1LAEEZVPJYGxZasQ4nbWTi7KmdcbQNqNef2tMMBZ0YQhIhWAswAS/pEAwLr1TahXini98KGurHpVV40MvIDCzZcoEuz+zZMK37rVX3YPIkg+5vuJj6VVzPwOCsfsaO22BYOxUKffLEYzd1zifFtwaMY5ddSrSf/0drHRqJJ3ay+5AeN8P8+XrFAZVMhgrSbr60uiKmVCjx+pQsyznNYcQDev/DDDXNUIwzqVQZf2dYFxZfhfVW4JxUfJpqZz8f7/CwIrzYe0YLR4OWnfNAwjvtf/kkBvrRffJB9pb+4w9QrvvhdprH0Kgpk5LbpUchGAsx32CsRwvCMZyvFCZuAHGCob7zj0SmXX/yupscP5i1F5+F9T/8pioQKWDsVJEfWucNmGPEIeCo58fen2+EIy9Vlx2ewRj2f6Iyo5gXHo7Uq+8hP4rT4E12J+VTP3NP0Bo972BwMS3reZADL0nfWjCiHF43w+h5uKV2vbTLr06pcuAYFw67ce3TDCW4wXBWI4XroFxMo6+845G5q1XszprzJiN3nPvQ7xlCIxnNQShviENej1PVpYFI9kQjIs3JvncT5H43kqY/X2oOvVSRPY/GEZVTd6BCcZ5S1bWFQjGZW2v3s4RjPXqWVA0y0L3ZyduAWZv/1XXMGVIBcaZ9i3ZMH3XWoTU23yhC3Gpt8lvbU0iY9qfRaOuykDLjHBJ3yxPJTDBuKCz2ZVKBGNXZC0oKMG4INlcq+TGiLFKtvcrhyPz5itZeSeOvQB9+x8Fq2Z0W8r5s8OoiXo/VdY1QYsITDAuQjwAgw/dguRT34PZ1zMSqObL1yL8wU/kPQuOYFycF+VWm2Bcbo662B+CsYvi5hHaTMQxcNN5SP35twi9Yx/UXHwbgo0zp49gmoipOr97GkZNPeq+/m2oqdSTjTDnkYqrRdXe3BnTsqF4+JjZEMTM+pDni3Pk6ijBOJdC3v2dYOyd1rlaIhjnUsjbv7sFxmasG7FLP4/Mm2o6tYXwhw5D5+HnIl6Xve6F+v2eUReCC7tJeiukhtYIxsWJONnLGCNahfqbn0Bw4R55BScY5yVX2RcmGJe9xfo6SDDWp6WOSOW+j/Ebm4fAeOyhZorv0hJGOCRr1IFgrOOM1hODYKxHRx1RCMY6VNQXwy0wHslwx1tM9d3oZNvxcDr1qJcVA8aZNFJ/fgGZ7VsQ3vu/EWydX/SCn2pV676vfmrCLAWlbsPKnyC4eM+8LhqCcV5ylX1hgnHZW6yvgwRjfVrqiFSJYKwW6FjQIm86NcFYxxmtJwbBWI+OOqIQjHWoqC+G62A8JtX121ITtuOZPzuEmmhQX4d8HKkSwNjq60bfxcuQefvfI05Vff58VH3iuGk//XJia98FxyDz77/BMkf3Qg4f8DHUnHYZArPmOAkxUoZgnJdcZV+YYFz2FuvrIMFYn5Y6IpU7GG9oT2IwkT1iPK85jNqqgLjPognGOs5oPTEIxnp01BGFYKxDRX0xvARjNXi8tTuN2KBpT51unREkFI+xshLAOPaN05H+y/OwUsmsk7iQUd3xV4EZH0D/JcuQef2fsCwTwZ0Xo/aywlZBJxjr+40ph0gE43Jw0aM+EIw9EtphM+UOxkqG9p40umMZG4Rbm0Koqw6KgeLB796KxE8fsveUrvvc2ag+9kykw1GH7rGYWwoQjN1SNv+4BOP8NXOzhpdg7GY/yiF2JYDxZN8BK+/qb/sxQru+S4+N6TQsAzCCoYLjEYwLlq4sKxKMy9JWdzpFMHZH10KjVgIYF6qN2/UG7rwKqd/8GOqt9fBRfewZiB59OgzuC+22/NPGJxiXVP6sxgnGcrxQmRCM5fhRCWDcv+J8pH7/S1iJwSzhdYwY63SSYKxTTf/HIhj730PPekAw9kxqRw0RjB3J5EqhnpMPhLlt04TYjfc/i0DLTq60yaDOFCAYO9PJi1IEYy9Udt4Gwdi5Vm6XrAQwthJx9J2fvcd1zXk3IvL+jxa037BbnhCM3VLWn3EJxv70rSRZE4xLIvuUjRKMS+cHwbh02udqmWCcSyHv/k4wdq51R+/QZyNqVYWWRvXZSACBgOE8gIOSBGMHInlUpBLAeFjKzPY2ID6AwKy5MKqqPVLYeTMEY+daVUJJgnEluKypjwRjTUJqCkMw1iRkAWH6rz4DqT/9NmtRkeqPfBrRUy+FUd9UQERW0aUAwViXksXHIRg703BLZ8pepGrsnu2tM0Ko1wzHBGNnfnhRqpLA2As9i2mDYFyMeuVXl2Bcfp661iOCsWvSFhSYYFyQbFoqqX0UB645cwSOq963FPUX3Ix0Tb2W+AxSuAIE48K1012TYOxM0cm2NlJb0+00K4RoWN+e7QRjZ354UYpg7IXKztogGDvTqVJKEYwrxWkN/SQYaxBRYwiCsUYxiwllWairr0cymbT/41FaBQjGpdV/bOsEY2deTAbGgQAwf1YYVRGCsTMV/VWKYDy9X6mMha1dai9s2J8VNDcEEQ7q/bRgOAOCsb+uHbezJRi7rXAZxScYyzKTYCzHD+5jLMcLgrEcLwjGzrxYvy2JRMrKmko9syGEptoA1MixroMjxrqULD4OwXhqDdMZYNP2FBIpc6RQJBzAvOYQIiF91wPBuPjzuBwjEIzL0VWX+kQwdknYAsMSjAsUzoVqboBxMj30xjyRAhpqg2iuDyCoeTEeF6QoeUiCccktGEmAYOzMC9O0sNEGgSE4rq0y0NIUQjikb7RYZUIwduaHF6UIxlOr3NaVtr+5V9fF2GPnljCqNc6gIBh7cab7rw2Csf88K1nGBOOSST9pwwRjOX7oBuNU2sKG9hTSmdEHg0jYsKdW6hxBkqOgvkwIxvq0LDYSwbhYBfXWJxjr1bOYaKUEY3PHQKyari/x2NiexEAiG4pVngta9H5aQDCW6H7pcyIYl94D32RAMJZlFcFYjh+6wXhzRwr98exValVvF86JuDKVTI6SxWdCMC5eQ10RCMa6lNQTh2CsR0cdUUoBxmo2gnrhGk+OTlGePzuMmqgsQlb3vq1d6awXwwRjHWcdYzhRoCgwXrNmDR555BE8+uijWW3dfffd+NWvfoUtW7agubkZxx9/PI499lgn+aCzszOrXCQSgfovFos5qs9C7ilAMHZP20IilxKMt3Wn0dOvwM2yV01VN9egrHtrIZIWXEc3GL+9NWFPoR5/LJoTQdiFb6wK7rjAigRjOaYQjOV4oTIhGMvxoxRgPNlIbCgI7DQrrHX1cx0qb+9NoydmIrNjOrXKsSZqwDD4jbEOfRljagUKAuP29nacdtpp6O7uxty5cyeA8W233YYDDjgAixcvxiuvvIILL7wQq1atwpIlS3J6QTDOKVHJChCMSyb9pA2XCow7+9Lo6M1kLRSjYG2X1ggq9RNY3WAcU2/MO1PIjL7Yt88BgnHua5BgnFujkRJqTqV90ep/2FRtEIzz8MKDogRjD0R22EQpwHiy1c9Vum5NUXYoxbTF1Ci3Cyyc1SZXpdbhVPnEKAiMh7v/7LPPYvXq1RPAeLw8p556Kg4++GB89rOfzakcwTinRCUrQDAumfSiwPiNzcmRt7hjE1s8N1Kx37/qBmOla3vP0Kj88AIkO88Oo1rYlDdZV8RQNgTj3K6YHW3oPe8YWB1tduHwew9EzVeXI9DUnOMh1UL67/8fMhteQ+Q/34vA/F2BYGjKOgTj3F54WYJg7KXa07dFMJbjBcFYjhcSMnEdjOPxOD75yU/ihhtuwH777ZezzwTjnBKVrADBuGTSiwLjN7cMgbF6k5sNxmphqMqcT+0GGA9r68Ubc1lndnHZEIxz69dz8oEwt23KKlhz8kUIf+yzCNTUTR7ANNH7xY8gs3UThi/+8Ps/itovXQ2jYcakdQjGub3wsgTB2Eu15YFx/2AG23oyUIs7Dh+zG0NoqK3sHQ8IxnKuCwmZuA7G3/zmN6GmXqup1GMP9R3y+OOMM87A4OBg1j8Hg0Go/5LJpAS9KjoH9W1HNBqFetnBo/QKKAAohRe9/Rls6UxmgXFNVRDzZ1fuVGq1DkImk7H/41FaBRSMqd+qVGqSj7RLm5qI1q3EILaddOAQ4I45gjNbMOvOnyE4e+6kecYeuwOx790Bs7836++zH/wtwvMXTVpHvUwNh8NIJBIi+l7pSVRXV094xqp0TUrVf/UspX6jzOEloj1KREHx9p6hha2aG0L2LCS3pyp71LWCm1G/UWq9lHQ6XXCMQiqq5wbFNzxkKeAqGN9666146aWXoCBYjaiMPe69994JSqgp1wRjWSfI2GwIxrK8KRUYKxW6Y2l7j101mtlQE8ScmWEEKvUDY8BeIJBgLOP6IBjn8CGdwrYTP4h028asguHd3oUZ1z6I0Kw5kwbovOQEJP70PKx09guHWXc9hchu7wIm2fuFYCzjmhjOgmAsx49SgbEcBeRkQjCW44WETFwBY/XW5frrr8f69euh4Hg8FE/XcU6llnBaTJ4Dp1LL8qZUi2/JUkFGNm5OpZbRQ/9kwanUub2KXXky0n/7f1mQW3/jYwjtsQ8wxQhGYu3jiD94E8y+nqwGGr/9awTmLpi0UU6lzu2FlyU4ldpLtadvqxTfGMvpvaxMOJValh+lzkY7GCsoPuecc+wRlCuvvNL+X3UoqFIPLLkOgnEuhUr3d4Jx6bSfrGWCsRw/CMZyvCAYO/Mi8cRqxH/8HSBSjZoLViC0x7thTLOQlorad84RSL/5CrBj+mfVMWeg6pjTYUzxXTLB2JkXXpUiGHuldO52CMa5NfKqBMHYK6X90U5BYNzW1oZly5bZ30eobxzr6+tx2GGH2UDc19eHpUuXTuj9LrvsgieffDKnKgTjnBKVrADBuGTST9owwViOHwRjOV4QjN31wtq2CeltmxDceTcE1KJb03ygSDB214t8oxOM81XMvfIEY/e0zTcywThfxcq7fEFg7KYkBGM31S0uNsG4OP101yYY61a08HgE48K1012TYKxb0cLjEYwL186NmgRjN1QtLCbBuDDd3KhFMHZDVf/GJBj71zvPMycYey75tA0SjOX4QTCW4wXBWI4XBGM5XqhMCMZy/PACjNXK0+pQuyiqxVN5TK4AwZhnxlgFCMY8HxwrQDB2LJUnBd0EY7XatNq+QN1Lvb6hZja/jdjXjoXZ0wUjHEadWhRo8Z6AEbAXDEpvXofwXvsjOG/hlAsFeWLAmEYIxl4rPnV7BGM5XhCM5XhBMJblhZtgrO7fG9pTiCdNu9OBri2Ydf/5sN54GYHGZtRedgeCu+8Ng1sF2foQjGVdG6XOhmBcagd81D7BWJZZboHx+q0JxMfsyLLTrDBqqwLedD6dQvey/4LV35fVXuNda9F31ckwt20e+ffoJ5ah+vPnwahr8Ca3aVohGJfcgpEECMZyvPA7GFumOfRisExG2zhiLOfacBOMt3SkEYtn7O0UkU5g5vLjENz4albnG277XwR3/Q85gpQwE4JxCcUX2DTBWKApUlMiGMtyxg0w7oqlsb1nxw11THd3nRdB0IN9ilN/eh4D138J5mB/ltih/3wvMq/9HVYing3M9/0GgdadS24MwbjkFhCM5VgwkolfwdhKJtB3zqeR2fC6mjqDQOtOqFv+PQRnzxOosvOUCMbOtXK7pJtgvH7b6Ghx5O/Poe6xaxDs2JLVpbqr7kFonwNghId2jqnkg2Bcye5P7DvBmOeDYwUIxo6l8qSgG2D81tYkkqmh75LGHovmhBEOuT9qPBUYGzX1QLwfagRn7FF/9y8Qmr/IE72na4RgXHILCgbjchsVlOME4Fcw7jv/GGRe/zusTGZEzvC7/xs1X7sFgaZZkiTOKxeCcV5yuVrYTTDe0J5EPGnZI8aRP/8S9d9fjkDX1mwwvuIuhN7zQRiRqKv99ENwgrEfXPIuR4Kxd1r7viWCsSwL3QDjzZ1pxAZGHwaHe7x4XgQhD0aMMcVU6shHPo3U738JayCWZULj/c8g0DK/5MYQjEtuQd5gXK6jgnKc8BaMrfgA+i49AeYb/7CBtuZL1yCy9HAY0eq8Jek5+UCY2zZNqNd4/7MItOyUdzwpFQjGUpwA3ATjZNrE5o700EvueAwzbjoBoU2vZb9U/taPENrtP+UIUsJMCMYlFF9g0wRjgaZITYlgLMsZN8BYDci+uSUBc8ygcW2Vgbkzwwh4AcYAJlt8K7hwD/R++VBYm96yFwVTR80plyDysc/AqK4tuTEE45JbkDcYl+uooBwnvAXjnlOWDsHsjt8HpUP9jY8h+I53wwiF8pJlUjA2DDTep17EEYzzEpOFJ1XATTBWDap7eF9/BhkTiG74GzK3fc2+txqBAGovvR2hJR/iaPEOZwjGvEjHKkAw5vngWAGCsWOpPCnoBhjbN1TTQntP2p6KNaM+iPrqgOcrU08loNnVDivWA2P2PASqajzR2UkjBGMnKnlTxuniW+U6KuiNys5a8WoqtTXQh96zPwmzPfs7yughR6PqpIsQqG9ylvCOUvEnViP+/dVQcYePmjOuROTgo2AI+t3Jq1PcrilfuVwt7zYYu5p8mQUnGJeZoUV2h2BcpICVVJ1gLMttt8BYVi/9kQ3BWI5PRYFxGYwKynHCuxFj3WCsNEy+sBbx+5fDig+i+rTLEH7/ITAiVZLkzTsXTqXOWzLXKhCMXZM278AE47wlK+sKBOOytldv5wjGevUsNhrBuFgF9dUnGOvTsthITsG4XEcFi9VPZ32vRoxVzjqnUuvUQFIsgrEcNwjGcrwgGMvxQkImBGMJLvgkB4KxLKMIxnL8IBjL8cIpGJfrqKAcJ7wbMVZ91rn4liQNdeZCMNapZnGxCMbF6aezNsFYp5r+j0Uw9r+HnvWAYOyZ1I4aIhg7ksmTQgRjT2R21Eg+YOwoIAsVrICXI8YFJ1lBFQnGcswmGMvxgmAsxwsJmRCMJbjgkxwIxrKMIhjL8YNgLMcLgrEcLwjGcrxQmRCM5fhBMJbjBcFYjhcSMiEYS3DBJzkQjGUZRTCW4wfBWI4XBGM5XhCM5XhBMJblxTAYJ/75J6Tf+CeCi/dEcNE7uYVSCWwiGJdAdMFNEowFmyMtNYKxLEcIxnL8IBjL8YJgLMcLgrEcLwjGsrxQYLz51EOQeu3vgGXayYXetS9qzrkRwbkLZCVb5tkQjMvc4Dy7RzDOU7BKLk4wluU+wViOHwRjOV74DYwtywIMA4YcCbVlQjDWJqWWQJxKrUVGLUEir/8N25efg0zbhqx49Su+j+A73g0jENDSDoPkVoBgnFujSipBMK4kt4vsK8G4SAGnq64ejtVhOH88Jhi76EeeoQnGeQrmYnG/gHF/PIOtXRmkM0PXfn1NEC1NIQTL6HmYYOziiV5AaIJxAaK5VeUXj6Pnu9+C2bU9G4y/fi+C7/5vGOGIWy0z7jgFCMY8JcYqQDDm+eBYAYKxY6kcFzR7O9F3xsdg9narDUdQ9YnjED3lYgSi1TljEIxzSuRZAYKxZ1LnbMgvYLyuLYVUemgK5fAxf3YE1REjn/djOfUoZQGCcSnVn9g2wViOH1Wb3sC2b5yOzOa3s8H4licR2n2vvF6Sy+mVPzMhGPvTN7eyJhi7pWwZxiUY6ze1+zNLYPX3ZQWuPfcGhD98GIxQeNoGCcb6/Sg0IsG4UOX01/MDGKcyFjZsS42MFg+r0FQXQHODGjV2PnNEv4L6IhKM9WmpIxLBWIeKemKob4y3XHAcUn/+LaxU0g4aOejTqPr8eQjOmqOnEUZxpADB2JFMFVOIYFwxVhffUYJx8RqOjWDGB9B74gcmgHFg1lw03PlzGDV1BGO9krsWjWDsmrR5B/YDGGdMC29vnQjGzY1BzKgLoUy4GATjvE9fVysQjF2VN6/gw6tSp7o7YHa1w2iaBaO2gd8W56WinsIEYz06lksUgnG5OOlBPwjGekVWb4l7jt9/AhgHd9kD9Tc9RjDWK7er0QjGrsqbV3A/gLHq0Nvbkkgkd6wtsKOHC+dEEAmVx2ix6hLBOK9T1/XCBGPXJXbcAPcxdiyV6wUJxq5L7KsGCMa+squ0yRKM9evfe/ahyKz/NzC8+JZahOeWJxDabS8gx6qUnEqt349CIxKMC1VOf71iwdjs68bgzRcg/Y8XEdrnAFSd9XUEZ8x2lKgaCQ6oFaYdsm1nXxo9AyYiQQOzm0JlBcUEY0enjKeFCMaeyj1tYwRjOV4QjOV4ISETgrEEF3ySA8HYHaMGVl6G5G9+BESrUHfZnQi+670wgsGcjRGMc0rkWQGCsWdST2ioO5aBAkzDMNDSFMTMxhoEg0EMDAzknZQZH0TfWR+DuW3zSN1AVTXq71yLQMu8KeONX2G6KhLAvOYQQkGHhJx3pv6owBFjWT4RjOX4QTCW4wXBWI4XEjIhGEtwwSc5EIxlGUUwluMHwbg0XrR1ptA3aI6dcIFd59ehrjqEwcHBvJOKf/9OxJ+4F9ZA9oJ4DSt/guDCPaacxTHZCtOtM0JoqAk6Hj3OO1kfVCAYyzLJd2CcScMciMGI1sCIlNf2RQRjOdcGwViOFxIyIRhLcMEnORCMZRlFMJbjB8G4NF5MBqS1NVEsmluNZCJ/MB644wqknvkJ1MJ4Y4/6Fd9HaPe9gUlmcky1kFZddcDel7iSR40JxqW5LqZq1U9gPPjwt5BY8zCsWI/dneinvoCqY85AoKlZlqgFZkMwLlA4F6oRjF0Q1cchCcY+Ns/r1AnGXis+fXsEYzl+EIxL48VkYFxdHcXiuVVIJeN5J5V569+IXXkSzM5tWXUb7v01gnMWTBpPLQ/w1taJexLPrA9iRn2wbLZeyltMLr5ViGSu1vELGFvbt6DvypORWf969guqm59A6B17l8UevwRjV0/1vIITjPOSq+wLE4zL3mJ9HSQY69NSRySCsQ4V9cQgGOvRMd8o69qSSKWzV3aeM6sGs5siSMTzHzFW7cd/dB/ij90x9O2jdAAAIABJREFUslp83aW3I7TfgTAi0SnT29yRQn88e0r3Lq1hRMOBfLtUVuU5YizLTr+AcfLZn2DgOzfC6tiaJWDdJauGrsVolSxhC8iGYFyAaC5VIRi7JKxPwxKMfWpcKdImGJdC9anb9BSMTROWaQ4tCuZ0yV1ZcrmaDcHYVXmnDD5+GnN1xMDineoRDhe2+NbYhiwzAyOQexG84TqxuInO3hQioSDUfsThCl94S+lCMC7NdTFVq34B4/Q/X8LArRcis2V9Nhhf8yBCe70PRjAkS9gCsiEYFyCaS1UIxi4J69OwBGOfGleKtAnGpVC99GAc+/ppSP35t0AmYydTf9PjCO2xT87tpGSp5W42BGN39XUSXU1pVu9sit2uyUlbLONMAYKxM528KuUXMLYsC7FzjkD6zVdGtjIM1DWibvn3EFz4Dq/kcrUdgrGr8uYVnGCcl1xlX5hgXPYW6+sgwVifljoieTFinHjqMcTvvQ7muIWMmh57CUZdg45ulEUMgrEcGwnGcrwgGMvxQmXiFzC2VTNNJNZ8F8nnn0LoXe9F9PATEZgxS5agRWRDMC5CPM1VCcaaBfV5OIKxzw30Mn2CsZdq527LCzDuPf2jyGxeN/LWfjirxkf+gEDjzNxJVkgJgrEcownGcrwgGMvxwndgLEs67dkQjLVLWnBAgnHB0pVlRYJxWdrqTqcIxu7oWmhUL8B4/DTq4VybHn0RRn1joamXXT2CsRxLCcZyvCAYy/GCYCzLC4KxHD8IxnK8kJAJwViCCz7JgWAsyygvwNjs7kDvF/8H1kDfSOdD71yC2m/eh0BNnSxBSpgNwbiE4o9rmmAsxwuCsRwvCMayvCAYy/GDYCzHCwmZEIwluOCTHAjGsozyAoxVjxUc999yIay3X0Xk8C8gevjnYYQjssQocTYE4xIbMKZ5qWA8mMhga3fG3l6qviaI2Y0hBH28m5PZ04nYNWfBfO2vCOy8G2ovvQPBOTtnrVpPMJZzXRCMZXlBMJbjB8FYjhcSMiEYS3DBJzkQjPUaZXZsRezas2Ctfw3hDx2K6i9eDqOqxnEjXoGx44QquCDBWI75EsF4MJnBlo4M0pnRPZfVHsc7zQoh5MdtndIp9J7+P8hs3ZRlfON9zyDQOn/k3wjGcq4LgrEsLwjGcvwgGMvxQkImBGMJLvgkB4KxPqOsvm70nLIU1kBsJGhgxmw0rP4FDIdTlAnG+vwoNhLBuFgF9dWXCMZvb00ikRqF4uHeLpwTQSRk6Ou8R5FSf/g1BlZeCjVqPPZouPExBN7xbhihoX1mCcYeGeKwGV+tSu2wT34tRjCW4xzBWI4XEjIhGEtwwSc5EIz1GRW7+WtI//ZnsNKprKCNDz6PQHOro4YIxo5k8qQQwdgTmR01IhKMt6WQTJlQey2PPfwKxolnf4LB1VdDveAbe9Rf+yCC73ovjFCYYOzobPW2EMHYW72na41gLMcLgrEcLyRkQjCW4IJPciAY6zMqdukJSP/jj7AymaygDfc+g0DLTkibFkLBAIxpBpMIxvr8KDYSwbhYBfXVlwjGPf0ZbO/JIGOOkrG6the2RhD24Yix2deNvq98Cmb75uwXe9/+NQJzF4z8G0eM9Z3XOiIRjHWoqCcGwViPjjqiEIx1qFg+MbLAeN26dTj++OOxdu1a1NfXZ/UynU5j+fLlUA8dF1xwwbQKrFq1Cg8++GBWmf333x+33357TuU6O7OnZkUiEaj/YrHRKac5g7CAKwoQjPXJmvrLCxi49myYg/1ZQZOr/4Be1MHaMbRUXxNAa1MIgcBEQiYY6/Oj2EgE42IV1FdfIhir3m3vSaO734RpWggEgAWzw4iE/bv61vjp1LWX3YHwvh+GEYmKBGP1m2pM96ZR3ykoNhLBWI41BGM5XhCM5XghIZMRMD7rrLPw2muvoaurC88880wWGD/33HO46aab0N3djSOOOMIRGCvAPe+887JukNXV1Tn7TDDOKVHJChCM9Uo/eN9yJNZ8F1YqaQeuvuFxbGzYE6aR/bC8aG4E4UkW6CEY6/WjmGgE42LU01tXKhjr7aWgaOol3hTAWeoR4/GLnjXVBdHcEERwkheNghR1LRWCsWvS5h2YYJy3ZK5VIBi7Jq0vA2eNGPf19WHp0qUTwHi4ZytWrLD/TycjxirWpZdemrcoBOO8JfOsAsHYHaktMwMjEERs0EJbV8oeURp7zJ8VRk3VxJEl0WA8zcOyOyqWNirBuLT6j22dYCzHi1KD8bq2FFJpc9zvaQjVUfWZiv8WPSvWWYJxsQrqq08w1qdlsZEIxsUqWF71XQPjxx9/HOphsbm5GR//+MftKdpODoKxE5VKU4Zg7K7uiaSJDdsVGGe3s0trGGprl/GHRDBOPP19xO+5BmZi0E63/uYfILT73rDnjpbxQTCWYy7BWI4XpQTjVMbChm2prC2ylDJNdQE0N6g9pAnGcs6UysuEYCzHc4KxHC8kZOIKGG/YsAGZTAbRaBSvvvoqrr32Wpx++uk4+uijR/p88cUXT+i/+oY5lcpepVfBmHqzq+LxKK0CyodgMAj1vTkPdxR4Y3McqfToiHEwaGDXeVWY7BkuHA7bXgx/j+xORs6jpto2ou0ktQVVX1al+Wv+hUB9k/NAPiyprgvlgzn+rYYP++L3lHnPkONgKe8ZaqGzdVsSE8B4dlMYM+pDk/6mylHOnUzUPWP8M5Y7LTFqLgXUSyP1XCvl/p0r33L+e6nu36pddb/iIUsBV8B4fBfvuece/PWvf8Udd9wx8qdf//rXE34QDj74YKgp2GMP9eOhfswHB4dGoHiUTgH1kFNbW8uF0PKwQK063XPRcUj980V7Beraky9E7ZGnAuHIlFFigxnEUxaqwgbqqoNTllML5KlF6aTcWAcevxP9D98GK5nIynnmPb9EaMFuU36HmIecYouq9RPUAydfGpXeIrVYo/qtSiSyz8PSZ5ZfBmrWRfypx5HZ8Dqi+38E4Xe/P2thq/yilaa0evBTL8gHBgZKksBbW5MTtslSW2RNNgOnJAl63Ki6Z4x/xvI4BTa3QwE1Sql+ozjoU/pTQv1GqeeoZHJovRevDnUOqN9IHrIU8ASMV65ciba2Nlx33XU5e8+p1DklKlkBTqXOX/re0w9BZvNbGLuBae15NyL8oUNH9vrMP+pQDWlTqRM//x4G77seViKe1aWGb/8awTk7lzUYcyp1oWex/nrlMJVazbroPfuTMNu3jAgUes8BqD3/ZgSamvWL5lLEUk6lHu5Se3cKvYMWQgFgzsxQxUKx0oPfGLt0ohcQllOpCxDNpSqcSu2SsD4NWzQYq6mDZ599Nk488USoLZnUoaZEq9HfRYsW4ZVXXsEVV1yBq666CgceeGBOmQjGOSUqWQGCcX7SW6aJns/tB6s/exYEaurR9MD/waipyy/guNLSwFhtPdX7hQ9m9zcQRNOjf4RRm739W1EdF1iZYCzHlHIA44Gbv4bk79ZOfMl072+GXjL55JAAxj6RypM0CcaeyOyoEYKxI5k8KUQw9kRm3zQyAsbLli3Dli1b0NvbC3XBLliwAA888IDdkaeffho33njjyHRmNW3w8ssvt1ewVlMHFRAr8D3ssMPs8mr1arXFU0dHB1pbW+2Ft4466ihHohCMHclUkkIE4/xkrzQwVuqY7ZsRu+IkZDatQ2jPJai74m4YZf59seo3wTi/a8PN0uUAxn3nHon0G//A+JX4Glb/EsGdFropn9bYBGOtchYdjGBctITaAhCMtUlZdCCCcdESllWArBFjCT0jGEtwYfIcCMb5e1NJU6nzV6d8ahCM5XhZDmAcX/Mw4g/fCivWmyVs433PINA6X47YOTIhGMuyimAsxw+CsRwvCMZyvJCQCcFYggs+yYFgnL9RasGt/ss+j/QrL9mLb1WdeD6qjzh52sW3nLYibSq107zLsRzBWI6r5QDGSs0+9bvx8h+BzNAuAHWXrELovUt9tQAXwVjOdaEyIRjL8YNgLMcLgrEcLyRkQjCW4IJPciAYyzKKYCzHD4KxHC/KBYyVolYyDqjF7GrqYARDckR2mAnB2KFQHhUjGHsktINmCMYORPKoCMHYI6F90gzB2CdGSUiTYCzBhdEcCMZy/CAYy/GinMC4UFU7etPoimXsT5QNA1jQEi7JaszlBsZqh3mjUFME1CMYCzBhRwoEYzleEIzleCEhE4KxBBd8kgPBWJZRBGM5fhCM5XhR6WDcn7CwtTOFdEZh3OixaE4E4ZC3WFcOYJxKW9jQPqpnJGxg/qwwQkFvtdRxhRGMdaioJwbBWI+OOqIQjHWoWD4xCMbl46XrPSEYuy5xXg0QjPOSy9XCBGNX5c0reKWD8fptScST2VCsBFzYGkYkHMhLy2ILlwMYr2tLQsHx2KOxLohZDUEEA/6CY4JxsWe0vvoEY31aFhuJYFysguVVn2BcXn662huCcRHy2nMa1Tw8fQ+mBOMi/NBclWCsWdAiwlU6GG/uSKE/bsGysmGOYFzYSbWuLYVU2syqHAgY2KUl7PkIfGE9GK1FMC5WQX31Ccb6tCw2EsG4WAXLqz7BuLz8dLU3BOP85TUHYug77SMwe7rUUjoILnon6m94FEZNXf7BxtUgGBctobYABGNtUhYdqNLBOJkysWl7GqkxU6nVFOqdZ3s//bc8RowngrFfp1MTjIv+edEWgGCsTcqiAxGMi5awrAIQjMvKTnc7QzDOX9+eEw+A2bEtq2Lk4KNQc+ZVMKLV+QccU4NgXJR8WisTjLXKWVSwSgdjJV48aWJrVxrJlIXaqgBaZoRK8k1sOYBxe08aPf0mTHN0BH7+7DBqovpm/xR1wudRmWCch1guFyUYuyxwHuEJxnmIVQFFCcYVYLKuLhKM81NSTWXs+ey+sPr7JlRsevxPMGrr8ws4rvRYMM5sfBOxq06FuW0jwks+iNqLvgWjprj4RSVXYZUJxnIMJxjL8aIcwFipGYub6OhJ2yt8z24ModqHUKz6QTCWc20QjOV4QTCW44WETAjGElzwSQ4E4/yN6v7MkglgHKiuQcMDz2sD43THVvSd8TFYA6MArqZqN37n/4puI/8eV2YNgrEc3wnGcrwoFzCWo2hxmRCMi9NPZ22CsU41i4tFMC5Ov3KrTTAuN0dd7A/BOH9xB2+/EolfPQErnRqpXHflaoSWfAhGKJR/wDE1hkeMYzecg+QLa4FMOite4wO/RWDWnKLaYGVnChCMnenkRSmCsRcqO2uDYOxMJ69KEYy9Ujp3OwTj3Bp5VYJg7JXS/miHYOwPn0RkSTAuzIbEU48i/vCtQDCE2vNuQmiv/YFgsLBgk4Bx72WfR+bvf4CVyWSD8X3PItAyD/b8Px6uKkAwdlXevIITjPOSy9XCBGNX5c07OME4b8lcq0Awdk3avAMTjPOWrKwrEIzL2l69nSMY69Wz2GjDI8bJf76I/itPgTXYnxWy6bGXYNQ1FNsM6ztQgGDsQCSPihCMPRLaQTMEYwcieViEYOyh2DmaIhjL8YJgLMcLCZkQjCW44JMcCMayjBq7+NbgE/cg+egqmIm4PULccPsaBBfsztFijywjGHsktINmCMYORPKoCMHYI6EdNkMwdiiUB8UIxh6I7LAJgrFDoSqkGMG4QozW0U2CsQ4V9cWYdLsmy/IEhs2ONpjbNiHQugCBGbM8aVOfcvojEYz1a1poRIJxocrpr0cw1q9pMREJxsWop7cuwVivnsVEIxgXo1751SUYl5+nrvWIYOyatAUFLtU+xr1fPhzm26/CMk0779A+70ftZXciUF1bUD/KoRLBWI6LBGM5XhQDxhnTwkDCAiygOgqEgv7bN1iOE0OZEIzlOEIwluMFwViOFxIyIRhLcMEnORCMZRlVCjA2X38ZvZccP+F75sbvPAdj1lwYFbrQF8FYzrVBMJbjRaFg3B83sbUrjXTGGunMgpYwqiKE42LcJRgXo57eugRjvXoWE41gXIx65VeXYFx+nrrWI4Kxa9IWFLgUYBz/2SOI378clvqWecxRf+NjCL3zPUCgMh9cCcYFncKuVCIYuyJrQUELBeN1bUmk0qNQrBqPhA3MnxVGKMhV9gsygyPGhcrmSj2CsSuyFhSUYFyQbGVbiWBcttbq7xjBWL+mxUQsBRhzxHhyxwjGxZzJeusSjPXqWUy0wsE4hVR66FONsceiORGEQwTjQj3hiHGhyumvRzDWr2mhEQnGhSpXnvUIxuXpqyu9Ihi7ImvBQUsBxipZfmM80TKCccGnsfaKBGPtkhYcsHAwnjhirKZRz2sOccS4YDf4jXER0mmvSjDWLmnBAQnGBUtXlhUJxmVpqzudIhi7o2uhUceCsan2ME6l7H2LDQ+mM6c3vA7zrX8htOteMObs7EmbherkRT2CsRcqO2uDYOxMJy9KFQrG8aSJzR3Z3xjv0hpGNFyZn2ro8oojxrqULD4Owbh4DXVFIBjrUrI84hCMy8NHT3pBMPZEZseNDINx9xcPgbl5HaC2agJQv+L7CL3j3RX7va9jATUWJBhrFLPIUG6CcXzNw0j+5EEEmltRdfY3EZy3sOJfCk1nV6FgPBwzmbJgGBbCIQJxkZeFXZ1grENFPTEIxnp01BGFYKxDxfKJQTAuHy9d7wnB2HWJ82pAgfHmFRchsea7sFLJrLpNj/8JRm19XvFYuHAFCMaFa6e7pltg3HfZ55F++Y9AJj2ScsNdaxGcv7ji9/GeysNiwdjpuWFZFpIvPI3M336PwMJ3IvLhQxHg798E+QjGTs8o98sRjN3X2GkLBGOnSlVGOYJxZfispZcEYy0yaguiwPitQ98Js6sD9mafY47G7/0RgYYmbW0x0PQKEIzlnCFugLGVjKP3jI/C3LY5q6PVR56K6GfO4kuoKez3Cox7zzgEmY3rRrMIR9C4+pcItMyTc2IKyIRgLMCEHSkQjOV4QTCW44WETAjGElzwSQ4EY1lGKTB++5SDkfn33wAzewXXpsdfglHbICvhMs6GYCzHXDfA2Iz1oO/Lh8NszwbjyIcORfUZVyLQMEOOAIIy8QKMM+v+hdhVp8Ds3JbV8/rljyC45xIYwZAgRUqbCsG4tPqPbZ1gLMcLgrEcLyRkQjCW4IJPciAYyzJKgXHnG6+i54yPwRroG0kuesgxqD79ChjRalkJl3E2BGM55roBxmqqbu+pS2Fu3ZTV0ZqLvoXIfx0MIxItqQBqsaqtXWmob3JrqwJomSFj9WYvwDj5h19jcOWlMHs6szyou2QVQu9dWnJvSnpijGucYCzHDYKxHC8IxnK8kJAJwViCCz7JgWAsy6jhxbfM3i4M3HMtMhvfQNUxZyD8XwdxlMRjqwjGHgs+TXNugLFqLv3a39F/9RkjI5Oh9xyA2vNvRqCpuaSdT6ZMbNqeRioz+jmF2ut359nhkm9t5AUYmz0d6Pvqp2Fu35LlQ8PtaxBYsDsXRxujCsG4pJdq9vnZ0ICBgQGk06NrFsjJrrIyIRhXlt+5ekswzqUQ/z6iAMFY1slQqn2MZakgIxuCsQwfVBZugfFwD634ABCKwAjJmKK7uSOF/rgFNao99ljYGkakxNsbeQHGqs+JJ1Zj8PurR2bOVH3iOERPOA+B+kY5J6aATAjGAkzYkQJHjOV4QTCW44WETAjGElzwSQ4EY1lGEYzl+EEwluOF22Asp6dDmazflkQ8mQ3F6t8rCYxVf610egiMq2oRiESk2SQiH4KxCBvsJAjGcrwgGMvxQkImBGMJLvgkB4KxLKMIxnL8IBjL8aLSwLg/YWFrZwrpMVOplRuL5kSgplSX8vBqxLiUffRT2wRjOW4RjOV4QTCW44WETAjGElzwSQ4EY1lGEYzl+EEwluNFpYGxUr6jN42uWMZenN4wgAUtYURLPI1a5UUwlnNdqEwIxnL8IBjL8YJgLMcLCZkQjCW44JMcCMayjCIYy/GDYCzHi0oEYznqZ2dCMJblDMFYjh8EYzleEIzleCEhE4KxBBd8kgPBWJZRBGM5fhCM5XhBMJbhRcYEIuEgamtr0dvbKyOpCs+CYCznBCAYy/GCYCzHCwmZEIwluOCTHAjGsowiGMvxg2AsxwuCsXte9CdMqD2Tq8IB1EQD9rTt8UcsbtrfPCswDgaDaG6qRV0kXvKto9xTxT+RCcZyvCIYy/GCYCzHCwmZEIwluOCTHAjGsowiGMvxg2AsxwuCsTtevLU1hVTaxPCuUJGwgfmzJu6VvK5tqJw6FBgrPxqrkqitmhyk3cmWUSdTgGAs57wgGMvxgmAsxwsJmRCMJbjgkxwIxrKMIhjL8YNgLMcLgrF+LwYSGbR1ZiasfK0W+aqKBEYaTGUsbNg2ukL2MBiHjTiaG4IIBkq7SrZ+ZfwVkWAsxy+CsRwvCMZyvJCQCcFYggs+yYFgLMsogrEcPwjGcrwgGOv3oieWxvZeExkze7/k+bPDqI4YMHbMqVarYr+1NTkC0MNgXB2Ko6kuiMBkc6/1p8uIUyhAMJZzahCM5XhBMJbjhYRMCMYSXPBJDgRjWUYRjOX4QTCW4wXBWL8XyZSFTdtTUCPCY49dWkKIRoJZ/7ZhWxKDyaFyw2A8uy4FNfWaR2kVIBiXVv+xrROM5XhBMJbjhYRMigLjNWvW4JFHHsGjjz46oS/pdBrLly+3vy+64IILHPe1s7Mzq2wkEoH6LxaLOY7Bgu4oQDB2R9dCoxKMC1VOfz2CsX5NC41IMC5Uuenrbe1Oo7c/M/KNsRoBnmp6dO9ABt2xDGqrw9h5TgMG+vvcSYpR81KAYJyXXK4WJhi7Km9ewQnGeclV9oULAuP29nacdtpp6O7uxty5cyeA8XPPPYebbrrJ/vsRRxxBMC6T04hgLMtIgrEcPwjGcrwgGLvnhWla9nTqUHB0+vR0rXEfY/e8KCQywbgQ1dypQzB2R9dCohKMC1GtfOsUBMbDcjz77LNYvXr1pCPGqsyKFSvsohwxLo8TiGAsy0eCsRw/CMZyvCAYy/GCYCzHC5UJwViOHwRjOV4QjOV4ISETgrEEF3ySA8FYllEEYzl+EIzleEEwluMFwViOFwRjWV4QjOX4QTCW44WETEoGxscddxxMtYTlmOOxxx5DKpXK+jcFY2rFy0wmI0Gvis5B+aAWU1Hfj/MovQLhcNj2whreWLT0KVVsBuq6UD6M/02rWEFK2HHeM0oo/rimec+Q44XKRN0zxj9jycqwcrJRL43Ucy3v36X3vFT3b9Wuul/xkKVAycD49ddfn6DEbrvthr6+7EU61I+H+jEfHByUpVwFZqMecmpra7kQmhDv6+vrbS94Yy29IdXV1fYDJ18ald4LtVij+q1KJBKlT6bCM1APftFoFAMDAxWuhIzuq3vG+GcsGZlVXhZqlFL9RnHQp/Teq98o9RyVTCY9TUadA+o3kocsBUoGxlPJwFWpZZ0gY7PhVGpZ3nAqtRw/OJVajhecSi3HC06lluOFyoTfGMvxg1Op5XjBqdRyvJCQCcFYggs+yYFgLMsogrEcPwjGcrwgGMvxgmAsxwuCsSwvCMZy/CAYy/FCQiYFgXFbWxuWLVtmTx2Mx+NQ03MOO+wwnHPOOXafnn76adx4440j05/VNMPLL78cS5cuzdlnjhjnlKhkBQjGJZN+0oYJxnL8IBjL8YJgrM8LKxFH/w1fRfrPzwNNs1B/xd0ILtwDcPhdHMFYnxc6InHEWIeKemIQjPXoqCMKwViHiuUToyAwdrP7BGM31S0uNsG4OP101yYY61a08HgE48K1012TYKxP0Z6TD4S5bVNWwIbVv0Rwp4WOGiEYO5LJs0IEY8+kztkQwTinRJ4VIBh7JrUvGiIY+8ImGUkSjGX4MJwFwViOHwRjOV4QjDV4YVlIPPu/GLznWlh93VkBa06/AuGDj0KgujZnQwTjnBJ5WoBg7Knc0zZGMJbjBcFYjhcSMiEYS3DBJzkQjGUZRTCW4wfBWI4XBOMivbAs9Jx2EMytm4BJtoKr/vx5iBx6AgI1dTkbIhjnlMjTAgRjT+UmGMuRe9pMCMY+McqjNAnGHgldDs0QjGW5SDCW4wfBWI4XBOPivEj+4dcYXHkpzJ7OSQPVf+vHCC3e09F3xgTj4rzQXZtgrFvRwuNxxLhw7XTXJBjrVtTf8QjG/vbP0+wJxp7KnbMxgnFOiTwrQDD2TOqcDRGMc0o0bYHBH6xG4gerYQ30TSiXzzRqVZlgXJwXumsTjHUrWng8gnHh2umuSTDWrai/4xGM/e2fp9kTjD2VO2djBOOcEnlWgGDsmdQ5GyIY55Ro2gKp1/6OgavPgNm5LatcPotuDVckGBfnhe7aBGPdihYej2BcuHa6axKMdSvq73gEY3/752n2BGNP5c7ZGME4p0SeFSAYeyZ1zoYIxjklylmg/5ozkXrp/2ClknbZ6NGno/rYM2A4+K54bHCCcU6pPS1AMPZU7mkbIxjL8YJgLMcLCZkQjCW44JMcCMayjCIYy/GDYCzHC4KxHi/MgRjQ3wujYSaMaFVBQQnGBcnmWiWCsWvS5h2YYJy3ZK5VIBi7Jq0vAxOMfWlbaZImGJdG96laJRjL8YNgLMcLgrEcLwjGcrxQmRCM5fhBMJbjBcFYjhcSMiEYS3DBJzkQjGUZRTCW4wfBWI4XBGM5XhCM5XhBMJblBcFYjh8EYzleSMiEYCzBBZ/kQDCWZRTBWI4fBGM5XhCM5XhBMJbjBcFYlhcEYzl+EIzleCEhE4KxBBd8kgPBWJZRBGM5fhCM5XhBMJbjBcFYjhcEY1leEIzl+EEwluOFhEwIxhJc8EkOBGNZRhGM5fhBMJbjBcFYjhcEYzleEIxleUEwluMHwViOFxIyIRhLcMEnORCMZRlFMJbjB8FYjhcEYzleEIzleEEwluUFwViOHwRjOV5IyIRgLMEFn+RAMJZlFMFYjh8EYzleEIzleEEwluMFwViWFwRjOX4QjOV4ISETgrEEF3zlthXuAAAML0lEQVSSA8FYllEEYzl+EIzleEEwluMFwViOFwRjWV4QjOX4QTCW44WETAjGElzwSQ4EY1lGEYzl+EEwluMFwViOFwRjOV4QjGV5QTCW4wfBWI4XEjIhGEtwwSc5EIxlGUUwluMHwViOFwRjOV4QjOV4QTCW5QXBWI4fBGM5XkjIhGAswQWf5EAwlmUUwViOHwRjOV4QjOV4QTCW4wXBWJYXBGM5fhCM5XghIROCsQQXfJIDwViWUQRjOX4QjOV4QTCW4wXBWI4XBGNZXhCM5fhBMJbjhYRMCMYSXPBJDgRjWUYRjOX4QTCW4wXBWI4XBGM5XhCMZXlBMJbjB8FYjhcSMiEYS3DBJzkQjGUZRTCW4wfBWI4XBGM5XhCM5XhBMJblBcFYjh8EYzleSMiEYCzBBZ/kQDCWZRTBWI4fBGM5XhCM5XhBMJbjBcFYlhcEYzl+EIzleCEhE4KxBBd8kgPBWJZRBGM5fhCM5XhBMJbjBcFYjhcEY1leEIzl+EEwluOFhEwIxhJc8EkOBGNZRhGM5fhBMJbjBcFYjhcEYzleEIxleUEwluMHwViOFxIyIRhLcMEnORCMZRlFMJbjB8FYjhcEYzleEIzleEEwluUFwViOHwRjOV5IyIRgLMEFn+RAMJZlFMFYjh8EYzleEIzleEEwluMFwViWFwRjOX4QjOV4ISETgrEEF3ySA8FYllEEYzl+EIzleEEwluMFwViOFwRjWV4QjOX4QTCW44WETMSBsQRRmAMVoAJUgApQASpABagAFaACVIAKVI4C4sF47dq1eP7553HNNddUjitCe7plyxacdtppWLNmjdAMKyutj33sY3j44Ycxa9asyuq4wN5+7Wtfw8c//nEcdNBBArOrrJTUNbF9+3acc845ldVxgb39y1/+glWrVuG+++4TmF3lpbTffvvhxRdfrLyOC+zxSSedhHPPPRd77723wOwqK6VbbrkFLS0tOP744yur4+ztpAoQjHliOFaAYOxYKk8KEow9kdlRIwRjRzJ5Uohg7InMjhohGDuSybNCBGPPpM7ZEME4p0SeFSAYeya1LxoiGPvCJhlJEoxl+DCcBcFYjh8EYzleEIzleEEwluOFyoRgLMcPgrEcLwjGcryQkAnBWIILPsmBYCzLKIKxHD8IxnK8IBjL8YJgLMcLgrEsLwjGcvwgGMvxQkImBGMJLvgkB4KxLKMIxnL8IBjL8YJgLMcLgrEcLwjGsrwgGMvxg2AsxwsJmYgHYwkiMQcqQAWoABWgAlSAClABKkAFqAAVKF8FCMbl6y17RgWoABWgAlSAClABKkAFqAAVoAIOFCAYOxCJRagAFaACVIAKUAEqQAWoABWgAlSgfBUgGJevt+wZFaACVIAKUAEqQAWoABWgAlSACjhQgGDsQCQWoQJUgApQASpABagAFaACVIAKUIHyVUAsGB911FF4++23Jyj/s5/9DK2treXriNCePfDAA/jxj3+MRCKBlpYWfPWrX8WSJUuEZlveaf3hD3/AypUr7etj9913x3nnnYe99tqrvDstrHdr1qzBI488gkcffTQrs3/+85+49tpr8cYbb2DevHk4//zzccABBwjLvrzSWbduHY4//nisXbsW9fX1WZ1Lp9NYvnw5qqqqcMEFF5RXxwX2pre3F2eeeSZOO+00HHjggSMZ/upXv8JDDz2Et956C9FoFAcddJB9bUQiEYG9KI+Upjr3N23ahOuvvx6vvvoqBgYGsHDhQtuzD3zgA+XRcYG9cPI7pHw5+eSTceSRR+L0008X2IvySWmq+/eqVavw4IMPZnV0//33x+23314+nWdPciogFoz7+/thmuZIBzZu3Gj/eCswrq2tzdkxFtCnwC9/+UvceeeduP/++zFjxgyo///qq6/GL37xC/uBk4d3CqgHyxNPPNF+sNlnn33w05/+FHfccQd++MMfYtasWd4lUqEttbe32w/93d3dmDt3bhYYp1IpfOpTn8IxxxyDT3/603j++edxww032B41NTVVqGLudvuss87Ca6+9hq6uLjzzzDNZYPzcc8/hpptusr064ogjCMbuWmHfI9S53tnZaZ/3Y8H4Bz/4gX3v2HvvvdHT04NLLrkEH/3oR+1riYd+BaY799U95OWXX7bvH3V1dfa9Q720UNePYRj6k6nwiE5+h9Q1o37L1LF06VKCsUvnzHT3b9WkAmPlhRpsGD5CoRCqq6tdyohhJSogFozHi3XZZZfZIzBnn322RB3LOqd77rkHL730ElavXm33MxaL2Q89P//5z+3RYx7eKXDvvffiX//6F1asWDHSqBotO/zww3Hsscd6l0iFt/Tss8/a18PYEeMXX3wRaj/j3/zmNyMPmMcddxzUf4ceemiFK+Ze9/v6+uyHyfFgPNzi8LXCEWP3PBgb+XOf+5z9YD8WjMe3fNddd+HNN9+0X1zw+P/bO5tQer4wjp+ULUXKwkteSqJkYcnKgoWdokSKZCHZkbwvLBS2SrZiYcFGFlbCliyUrFiwYE1Kfn1OXf3/mnvvzOTcmWu+p+5u5syZzzN3znyf8zzPcUcg27PP4sPu7q797+zs7LgbiHr+nrN/vodYBGLRZ2RkxNoBh6tWjN0+MF7zd0oYM5/Mzs66HYB6jzWBvBDGd3d39kVxeHhoioqKYg30Lw6O1fqxsTHT1NRkBgcHzcXFhcHzNj8//xdvN9b3tL6+bl5eXuyKcaotLCyYkpISMzU1Feux/6XBeU2sBwcH5ujo6H+hWDMzM6ayslIOPYfGlzB2CDdE136EMak4jY2NZnx8PMQVdIpfApmEMelROFrr6upsak5xcbHfbnVcCAJetvj4+DCTk5Omu7vbRhstLS1JGIdgG/SUTMJ4f3/fRlKUlpZau7DwoJYsAnkhjPngb25uNqOjo8myTkzulpf3ysqKHQ15rfwQZsqdzL2BcEogtjY2NkxLS4vBabG8vGzD4iSMc2cPr4mVnOOzszOztbX1PRA+dJhktVrpzjYSxu7Yhuk5mzAmHYqcPaItlGIQhrD/czIJY/KLcbKyYnx/f2+2t7cVSu0fbeAjvWzB3F1dXW2Gh4dtfxLGgbGGOiGdMH58fDSfn5+2DgI5+NQLYVGut7c31HV0Un4SiL0wvrq6sh+VrBYrtziahwxvMkVV5ubm7ADInaRwCkKgvr4+mkEl+Kp4NPH2YxNWXcivJIy6r68vwVRye+vpVoyPj4/tKkyq4cSoqKgwExMTuR1ggq4mYRwvY2cSxqenpzb/mLoIFA5Uc0sgWyg1V397ezPt7e22uCbvKjU3BLxsgSBGgKUaRbrI82YhiJouam4IpBPGP69GGuH19bV9X6klh0DshTGrxB0dHWZoaCg5VonZnaYqVg4MDHyPjGI2hMF1dXXFbLTJGg753tiCSbSqqipZNx/h3abLMUYIU5wuVcSG/OL+/n6bA67mhoCEsRuuYXtNJ4wRXjiNcLTW1taG7V7nBSDgRxhTnK6zs9NQqbe8vDxA7zo0CAE/ttCKcRCi4Y/1K4x5Vz0/P5vV1dXwF9OZeUcg1sL4/PzchvCyWqzqx9E9W3zMsBUK4W9MnGwXND09bfb29jSRRmAWXtT8Hx4eHuxHZkNDgy36pJY7Al4TKykHCGCEAdvNEVZNKBZ5x+SAq7khIGHshmvYXr2EMWG6RFNQI+G/2y1S7VWVkMOSzn6elxijQjiNbWhgv7m5aV5fX20Ukpo7AhLG7tgG7TmdMGZrP5xENTU15vb21tbRWVxczFhIMOi1dXz8CcRWGH99fdmk956eHrviohYdAcJ7yJtEHLMlDdXBKRjR2toa3aASfGXC2HEaEfbGajGrkgUFBQkmkrtbxylB5AT/g/f3d7s9EO+oVH73zc2N9S6zty7VRbGV9gd1Zx9s8fT0ZNMKKMxI1ETqA//k5MSsra3ZUFEaIox0ECpYq/0+AVjDHEcFjrvCwkKDCMMphFhmW62fjTlF28z9vi0yPfuXl5e2oj7bNiGM29rarGO1rKzs9weiHu1/wu97SCvGbh+YbPM3zgu218JRhAMPDYKTWy1ZBGIrjJNlBt2tCIiACIiACIiACIiACIiACIhAVAQkjKMir+uKgAiIgAiIgAiIgAiIgAiIgAjEgoCEcSzMoEGIgAiIgAiIgAiIgAiIgAiIgAhEReAfwEgv4Vke4HwAAAAASUVORK5CYII=\n", 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", "text/plain": [ "" ] diff --git a/docs/source/user_guide/annotation.rst b/docs/source/user_guide/annotation.rst index 98805ca350..b355f5b238 100644 --- a/docs/source/user_guide/annotation.rst +++ b/docs/source/user_guide/annotation.rst @@ -357,13 +357,15 @@ settings that you declare in this way will be passed as keyword arguments to methods like :meth:`annotate() ` whenever the corresponding backend is in use. For example, you can configure -the URL, username, and password of your CVAT server as follows: +the URL, username, password, and email (if applicable) of your CVAT server as +follows: .. code-block:: shell export FIFTYONE_CVAT_URL=http://localhost:8080 export FIFTYONE_CVAT_USERNAME=... export FIFTYONE_CVAT_PASSWORD=... + export FIFTYONE_CVAT_EMAIL=... # if applicable The `FIFTYONE_ANNOTATION_BACKENDS` environment variable can be set to a `list,of,backends` that you want to expose in your session, which may exclude