From 17f19dbde9b54e8917a678bcb6eb86d5c3aaabfb Mon Sep 17 00:00:00 2001 From: Ozaq Date: Thu, 5 Oct 2023 08:54:00 +0200 Subject: [PATCH] add debug output --- .github/workflows/docs.yml | 3 +- notebooks/corner.ipynb | 57756 ++++++++++++++++++++++++++++++++++- 2 files changed, 57748 insertions(+), 11 deletions(-) diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index e1716e9afa..2bf034bc18 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -29,8 +29,9 @@ jobs: - name: Build docs run: | cp -R notebooks/* docs/source/notebooks + ls -lah docs/source/notebooks python3 -m pip install -r docs/requirements.txt - sphinx-build docs/source docs/build -j$(nproc) + sphinx-build -vvv docs/source docs/build - name: Determine directory to publish docs to id: docs-publish-dir diff --git a/notebooks/corner.ipynb b/notebooks/corner.ipynb index 4c7325ccc5..5cd09b581c 100644 --- a/notebooks/corner.ipynb +++ b/notebooks/corner.ipynb @@ -16,7 +16,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "9dba16d9", "metadata": { "editable": true, @@ -54,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "a45d0955-7092-4dda-bc44-707893e4449b", "metadata": { "editable": true, @@ -65,7 +65,21 @@ "hide-input" ] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/svg+xml": [ + "" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "p1 = Polygon([(0, 0), (30, 0), (30, 10), (0, 10)])\n", "p2 = Polygon([(22, 10), (30, 10), (30, 30), (22, 30)])\n", @@ -96,7 +110,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "36627194", "metadata": {}, "outputs": [], @@ -123,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "c1cfdadc", "metadata": {}, "outputs": [], @@ -145,7 +159,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "bad06382", "metadata": {}, "outputs": [], @@ -175,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "2a413666", "metadata": {}, "outputs": [], @@ -215,7 +229,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "14141978", "metadata": {}, "outputs": [], @@ -273,10 +287,57732 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "8ac7d6d7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "frame=0
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AAAECBAgQIEBgpgkUPkD4nf/+UfzzV78dGzdvjz0dnfGZa78eu9v2xHN/8emVtjz9lBPjhpvviDWPrY+29o645rob4sUnHh+zZzXPtLZ2vgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYEDAEMaliE987ivxkY9fW0GZ1dIUl1x0XjzrGasr73/77FPi9h/eH6887+JIRWPVyqVx9ZUXDQCaIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECM1Gg8AHCU3/luXHr1z4Zm7bsSD0QdsQRy5dEbe2+jhkbGxvi4x++IHa1tkXr7vZYsWzRTGxn50yAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPYTKHyAMGuUSqVYunj+fjAHvpkzuyXyj4kAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFSDwL6u9qqhNupAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIjEpAgHBUTAoRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHqEhAgrK72VBsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDAqAQHCUTEpRIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqktAgLC62lNtCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAqAQECEfFpBABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKguAQHC6mpPtSFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAqMSECAcFZNCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgugQECKurPdWGAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMSkCAcFRMChEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgeoSECCsrvZUGwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMCoBAcJRMSlEgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSqS0CAsLraU20IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMCoBAQIR8WkEAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqC4BAcLqak+1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECoxIQIBwVk0IECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKC6BAQIq6s91YYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIxKQIBwVEwKESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB6hIQIKyu9lQbAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwKgEBwlExKUSAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBKpLQICwutpTbQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwKgEBAhHxaQQAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCoLgEBwupqT7UhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKjEhAgHBWTQgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoLoEBAirqz3VhgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIjEpAgHBUTAoRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHqEhAgrK72VBsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDAqAQHCUTEpRIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqktAgLC62lNtCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAqAQECEfFpBABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKguAQHC6mpPtSFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAqMSECAcFZNCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgugQECKurPdWGAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMSkCAcFRMChEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgeoSECCsrvZUGwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMCoBAcJRMSlEgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSqS0CAcG97bt2+KzZs3jZs67a2tcfGzduHXW8FAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCYSQJ1M+lkJ+NcH17zZJz/no8NhAOPO2ZVvO13XhVnvvSFlcN1dHbFB674+7jhO3dEKS1ZvWpZfOqKiyqvk3E+9kmAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBKZCoPA9EPb09sYbz3l53PTlv47vfvUT8Zzjj42/uPqL0dPTW/H/yvW3xPfvuj++cc3lcdv1V8fK5YvjI1ddOxVt4xgECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGDSBAofIMw9Dv7+m14ZyxYviIXz58Srzzw51m/cGg+veaKCfuMtd8YZp74gjj5qRcxqaYo3v+6MuO3Oe6N1d/ukNYodEyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACByRYofIDwQODvpXBgS3NjHHnE0sqqDZu2xlFp2OL+6agjlkVvuRybtmzvX+SVAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjMOIG6GXfGk3jCd/zogfi7z/97XPDW34rmpsbKkXa1tkVTY8PAURsb+uZ3puX909L5Tf2zXgkQIECAwJgEamtLsXDOvvvMmDZWmAABAgQIJIF8L/FM4lIgQIAAgfEK1Oz9enFzQ+14d2E7AgQIECi4gN9vFfwCOMzV372t73ertTWlmNXkY8/D3BwOT2DcAqVS+DM8bj0bEiBAgACBQxfwN+m9hg889Ghc8Kd/E68+6+R46xvOHpCdM7slOjq7Bt53dHZW5uem5f3T1l19y/rfeyVAgAABAqMVWDS3IXa2dUV3T3m0myhHgAABAgQGBOpSeHDerPrwTDJAYoYAAQIExigwq7nv14O727vHuKXiBAgQIECgT8Dvt1wJh1NgV1vf32F6esvR3tlzOE/FsQkQGKdATUoPNjbU+DM8Tj+bESBAgACBiRAQIEyKP/jxg/H2i/86zjnrJfG+d7xhP9dlSxbG2sfXDyxb+/iGyH+JWbJo/sCy7p7egXkzBAgQIEBgLALllBvM4UH3krGoKUuAAAEC+wRqou9e4plkn4k5AgQIEBiLQG/6sD1PnknGoqYsAQIECAwW8PutwRrmp1qgp3ff83D/32um+hwcjwCBQxTIvaKnxxJ/hg/R0eYECBAgQOAQBPYOUnIIe5jhm952133xlguvjDNPfWG88ZzT4rEnN8ajT2yIbTt2VWp2+iknxg033xFrHlsfbe0dcc11N8SLTzw+Zs9qnuE1d/oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUGSBwvdAeN+Da9O3GXrjy9f/Z+Wn/2I499Uvi0suPC9+++xT4vYf3h+vPO/iKKWVq1YujauvvKi/mFcCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDAjBQofIPy9c8+K/DPc1NjYEB//8AWxq7UtWne3x4pli4YrajkBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEJgxAoUPEI62pebMbon8YyJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAtUgUFMNlVAHAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYGwCAoRj81KaAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUhYAAYVU0o0oQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGxCQgQjs1LaQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUBUCAoRV0YwqQYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIExiYgQDg2L6UJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBVCAgQVkUzqgQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBibgADh2LyUJkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECVSEgQFgVzagSBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEBgbAIChGPzUpoAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFSFgABhVTSjShAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbEJCBCOzUtpAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQFQIChFXRjCpBgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTGJiBAODYvpQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQFUIHNYA4Z13/zQu+djn4oGHHq0KTJUgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIzRaDucJ5oS3NT3PRfd8VXvnlLPO/Zx8Wbfuvlcfopz4/a2sOaazycJI5NgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSmROCwJvWOP2513PTlv47LLz4/Oru64t0f+nSc/vp3x99e+43Yum3nlAA4CAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQKKLAYe2BMIM3NtTHb55xcuXnngd+Hl/4t2/H3/zDv8Zn/s/X4qyXvajSK+EJzzy6iG2jzgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYNIEDmsPhINrtaejMx54+NF48JHHKovz8Ma33nFPvO5tH4o3vv2yeGTtk4OLmydAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQOQeCw90C45rH18cWv3RRf/Y//il2tbZF7G/zo+8+v9D5YU1OKb377+3HNl26Ih1OA8JjVKw+hqjYlQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE+gUOa4Dw9h/eH7970Z9HQ31dnPnSF8Ybz3l5PPtZx/SfW+X1N8/41TS88a9GV3f3fsu9IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBMYvcFgDhLNmNcdF//O18duvOCUWzJszYi3q6w7rqY54blYSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGZJnBYU3knHPe0yD8mAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYGoFaqb2cI5GgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQITAcBAcLp0ArOgQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQITLGAAOEUgzscAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCYDgIChNOhFZwDAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCYYgEBwikGdzgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDAdBAQIp0MrOAcCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDDFAgKEUwzucAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYDoICBBOh1ZwDgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYIoFBAinGNzhCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAdBAQIJwOreAcCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAFAsIEE4xuMMRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHpICBAOB1awTkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEpFhAgnGJwhyNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAtNBQIBwOrSCcyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAlMsIEA4CLynpzfK5fKgJftmW9vaY+Pm7fsWmCNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAjNYQIBwb+Nt39kap73uXfGf37t7v+bs6OyKd3/o0/HiV7w9TnvtRfHK33l/rH18w35lvCFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAjNNQIAwtdgfX/aZeNlrLopNW7Y/pQfCr1x/S3z/rvvjG9dcHrddf3WsXL44PnLVtTOtnZ0vAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDYT0CAMHG87x1viK+ngGBjY8N+OPnNjbfcGWec+oI4+qgVMaulKd78ujPitjvvjdbd7U8pawEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEJgpAnUz5UQn8zwXL5xX2X1piINs2LQ1Tj3puQNrjjpiWfSWy5XeCmfPao7rrrsu9nT2DKw3Q4AAAQIExiLQWF8TXd3lyr1lLNspS4AAAQIEskBNqRT1daXo6OoFQoAAAQIExiVQV9v3/eLuHveScQHaiAABAgTC77dcBIdT4PFH1wwcvqZmqE/6BlabIUBgmgrk329F+tef4WnaQE6LAAECBAohIEB4kGbe1doWTYN6Jmxs6OulcGdanqf77rvvIHuwmgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACByRKoTeHB5obaydq9/RIgMMkCOf7rz/AkI9s9AQIECBAYQUCAcAScvGrO7Jbo6OwaKNXR2VmZn5uW90/HPP0X+me9DiOQvzFSk786kqa2PRF70k/ucSt/Gay3HFGXrsTmxvRw15y+YFJZlnrjyitMFYFskr99kx+A8+XY1l6Ojo6I/s4BcmcB9fURLS2lFHhNy3vKkf/p1XmAK4jAtBdoaqiJzu5ef16nfUvN/BOsSfeKUvon35Pb032kfU+pci9OHStHumVEbboXN6Z7yKymVCbNl9N9OPe6XFk/86uvBgSqViD/2W6oq0m9ovuLX9U2sooRIEBgkgXq0n0kT93pucREgAABAgTGI+D3W+NRs81EC9SnD0l27+me6N3aHwECUyCQf2edw4P+DE8BtkMQIECAAIFhBAQIh4HpX7xsycJY+/j6/rdpfkMlyLVk0fyBZQsWLhqYN7O/QG1tCr2VaqJ1d8ST68uxc9f+6we/29na927O7IgVyyLmzi2lgFxvJQw3uFyh5lNwsC59Kpz/4pz9Nm1Iwct9edb9Kdojtu1MAZD0e/8l6ZJcsSLFRErlZJjDH8KY+2N5R2D6CMxqqov2zh6h6enTJFV3JvkeUptC6J1dpXhiXTm2bhumiimYvivdrzen1c1NEcuXlWLF4r7Av+HshjGzmMA0EPAL1mnQCE6BAAECM1ygob6vp57Orp4ZXhOnT4AAAQKHS8Dvtw6XvOMSIECAAAECBAgQIEBgYgT6vmI8MfuasXvp7u5JH6r3fSupq7t7YD5X6PRTTowbbr4j1jy2PvX61hHXXHdDvPjE42P2rNRVnmlEgbqUZCv31sTPHinHAz8bOTw4eEe7UpDwwYcjfpq26emuibyfIk75w+CG2trYur0Ud91djifXjRAeHASUeyVcvynihz8ux4aNqUea+ppKz4WDipglQIAAgYII5Htoffp57ImIn9w3QnjwAI/21FPwz9eW40f3lKOtrZT2UZtC6SnVbiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBqhLQA2FqzrdceGX88J6fVRr2oks/VXn97lc/EQvnz4nfPvuUuP2H98crz7u4MgDvqpVL4+orL6qqi2AyKlOXgga7Uy9GDz48/qEPc5Dwx/eW4+nHlGLunJooUu9HlfBgGkLokRTe2Lxl/C30RAod7motx3HHphBm7o2wf8zj8e/SlgQIECAwQwRqU3Cwu7sU9z1Ujj2pd8HxTB1pu/wlgFUrS7F8aU10pfuIXm3HI2kbAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQITE8BAcLULp//5J8M2zqNjQ3x8Q9fkEJYbWkY3vY0tK7hiofF2rsi93a0Kw1VnHsenIjpobSfY55WivnzalOIsPqH0+kPD+bw5fYdhy6Yh42+76flOP6Zqeeo1KthHtLYRIAAAQLVLZDvxd1pyOJ7H8hD2R96XR9/MofQI45YUROdecat5NBR7YEAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLTQKCYY8OOA37O7BbhwVG45d6OOjtLExYe7D/kI2vKkYdTzPuv9qmupibWPBoTEh7st2pr7+sNMgdKDEHZr+KVAAEC1SmQg+g1abjhB1LPgxMRHuxXWrchYlPqFTffp0wECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUB0CPgGujnacFrXIwbSGulI89PPJ6Zbo4dQTYV0ORaSfap1ywC/3Orhx88Qb5p4Ic/ijtor9qvW6UC8CBAiMRSAH/B5ZW06B/rFsNbqyax8rV3o2rK2t3nvx6CSUIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQHUICBBWRztOi1rkYNoT6yL2pJ4CJ2Pq7Ip4Ig2hmHtVqsYpBzDrUiBj7eMTHx7s98pDUJbL1R3C7K+rVwIECBRRIPfU29oWsXXb5NV+TQoR1pT8FXLyhO2ZAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECUyfg09+ps67qI/WH39atn7zwWwZ8MvWglwOE1TgMbw5gbtgU0ZWCkpM5rVtXvSHMyXSzbwIECMwEgXyPzGH7yZxyj7b5ywJ6IZxMZfsmQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDA1AgIEE6Nc9UfJYfftm0vR0/vyFXNnQfm/gNzADCHHPJwxP2BwL7lI2+f125JvSpV4zC82WHTJAxdfKDopi0R9Wmo6UpDHLjSewIECBCYsQL5ntrTE7GrdfKrsHFTOd1G/DVy8qUdgQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABApMrUDe5u7f34giUUrBv+B6P+oKDpejqLkd36mGvp7ccvSlsmLfoDw7W1qZgW31fuC0NtJuG2h1ab8vWciyYn7eqnikHKrNHW/vk1ymHPFt3RzQ0pKDJcMiTfxqOQIAAAQITLJCD6Ju3TvBOh9ndth0RR6+O6E6BRRMBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIzFwBAcKZ23bT6sxrUydErUP0eNQfDsxDHXZ0Dp0IzEtzji0H6PqG7y2ncFtEU1PaOq04cKvdKfxWl8KG1RRaqMl+qV5TNe3YWY6lS5NvCnKaCBAgQKBaBEqp98Gp+f96d3f/Pbta7NSDAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECxRQQICxmu094rXMPg52pZ8HBU16WextsS+HBp6QABxccYr6zM+0vBQ6bm/t6JRzcUV7uQS+HDatpyj0QtrdPTegju+3pMIJxNV0/6kKAAIEskO+7ObA/VVNHulfXpZ6DTQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwcwVSv2cmAocu0HPAEIaVQGEKqVWG5D2EXFx7GtK3I4Uh8rCMg6cDjzd43YycT0ZdXfvXcTLrkXuOKpen7niTWRf7JkCAAIE+gZr0v/Wp7J0330tMBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDCzBQQIZ3b7TZuzH5zvy/M59Jd7uZuIKfdw1L6nvH+IsCqzb4eQtBwrdMVvCo831vNTngABAgSmv0BV3ounP7szJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwEQKCBBOpGaB91VT21f5HB7sSsMW59DfRE55SOOONKRxf1Cxdu/xJvIYh3tfDQ1Tl8SoT379loe73o5PgAABAhMj0Jty4fV1E7Ov0exlKo81mvNRhgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTGLiBAOHYzWwwh0JuGMG5qTCvSsLh52OHJmPakXg3zsLs5sDB1UbvJqMlT91mOcrQ0P3X5ZC1pTscq64BwsnjtlwABAodFoJz+x97UNHWHbmyYumM5EgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhMjoAA4eS4Fm6vvSm0MHdOKfakoYYnc9rTXo456Tg9vZN5lKnfd2+qz6yWqTvuvLmlyG1mIkCAAIHqEsj/f5+KqSGFB6uxN+CpsHMMAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQITCcBAcLp1Boz+VxSXmHxwlJ0puGLJ3Pq6o5YtKCUht+trvBb7jUqd6s4e/Zk6vXtu74+ojn1UNWbx7o0ESBAgEDVCORg+Px5U1OdhfNzmN99ZGq0HYUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKTJyBAOHm2hdpz7u8oD2HcUD+5PR/l3o5mT2FPfVPZiDlEuGzJ5Prl+ixZHNHdI/QxlW3rWAQIEJgKgRwMr0m3kakIES5dkoLoerKdimZ1DAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECEyqgADhpPIWZ+flcim2bCvHiuXD1znnDPLQw7kXweF+8vqR8ggrlqXjbE87Ssertqk7jWO8aEFf74CTVbea9Cd+5XK9Rk2Wr/0SIEDgcAv0Rm+sWjm598iF6V6Ve7PVk+3hbm3HJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwKELCBAeuqE9JIHcM+D6jeVYvKgUs2ftH1zIgcDunr6flJEbccrr+8seGCRsbi6lgGIp1q0vR23diLuZmSsrTuVYfeT+fhNZmaPSvnPgozJk8kTu2L4IECBAYFoI9KQeZhsaco+2k3M6pXSLyvepnoPd0Cfn8PZKgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhMsIEA4waCF3V0Kv3V0RmzYVI6jV5cqgcJskXsUzIHAA8OAB3PqDx3m7funY1b37T/3XtiTfqpx6k4Vbmkpx8oVE1+7xYsiFqdeo3JPhyYCBAgQqF6BPLTw6qNKMatl4uv49KMjSqWy3gcnntYeCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgcFgEBAgPC3v1HTQPjZunHTvL0b6nHM84tiaFC/Lwhn3Lx/vfvH1PCiAel/bX1RWxLQ9fnKa6auyBcC9ST+ohcGUaqnnp4r0LJuBl/ryIY1KwsxIe7COcgL3aBQECBAhMR4Hc02xXd2888xmlaGqauDM8alUp5s7JXww4xJv7xJ2SPREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAIQoIEB4ioM37BHLIr3/atDmirb0cz3x6TTQ1HtpwvA31pcp+OrvKqXfD/iNEdKYwYbVOeXjhrhTOyEGNieiJcOniUgpglqIzhUlyqMREgAABAtUvkIcyzv+c8My+0N+h1vjYo0uRe7LtOtRvBhzqidieAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBCZUQIBwQjmLu7Pa2jSkYap+Kf1nT+qB8NHHyrFzVzl+8Vm5J73xhQgXLyxVtm/dXY41j6aeDVMoMe8/T3XpeNU89YcIly8txS8cV4rmcfQgVV8f8fQU+DhyVQpcCg9W8+WibgQIEBhSoCeF0XvLfT0Rrlo5vntx7nHwOSeUYt7ccup5MH1bQA59SGsLCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMFMFqngg2JnaJDPzvLu7I1paStHaWo6Ozr46bNhUjtbdESuX94UIN24ux9ZtOYAwfB1rU6R1wfxSLFvSF3T4+dq8j760Qu51sL4hHae5FKmTvqqfcogwhzVammvi2ceXYsu2SL0wJo/Wkave0hyxJIU2ly3Jw0z2DWM58hbWEiBAgEC1CvSknmd7u3pjabqv5nvrug0Rm7eWo3PvvXq4es+fH7EihdhnzYroSb0O5vuJiQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSqT0CAsPra9PDUqFROvROVYnMavnjwtLutHD97pBxz56ShD1OPgk87KocM+4Y4zuGFunQF5vBhw95g4JzZETt29gXldux8alhhz54UaFiWOkAqQoJwL2R36kEqdSAYc+fWxPx5KViZWHa3ZcPUs2BnNipFfX05mlOwcnZLRE0KYfYmn4407HORnAZfd+YJECBAYJ9AXyC9nO4PpVi+rBRHrChFVwrlt6Z7dHu6l5TLOZhfjsaGUvoyQMSs9JNHKu5NN5zOFD40ESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgED1CggQVm/bTmnNcoxt4YJS/HSYHorycMb5Jw9BPCv1VJiH5M1D7OZeC9tSgCH3LpjXP7wm9ZQ0QlYhj564MPVQGCmwWKgpVTcPRZk7bywlxOYU7sh22bMSEqy8pvXJrru7YDaFuhBUlgABAuMX6M29EaZQYO4JOIcJ56Rw/9y5OYbed9/I95P805mC/ZV7y/gPZUsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQmCECAoQzpKGm/Wmm7EHKsKWhDkuxe++Qw0Odc8olVIYkzkMb901jC7s1N5UqvRaObav+Y1XHaw515CBlpSvC6qiSWhAgQIDAFAvkMKH7yBSjOxwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSmoUAa7NRE4NAFcq94W7aW07CIh76vkfaQ9795SxqGsRJXHKmkdQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwkoAA4Ug61o1aoLY2Yt3GcjQ0lGLxotwX4cRPeejiltTDYT5OjSt34oHtkQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBQgmIYRWquSevsr29aSDENBrixk29cczqUmUo44k8WnNzKY5+Wt/+8367u/N/TQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwXgEBwvHK2W4/gdq9V1L7nogn15fjuGNTiLBlYnoibG4qpf1FbNoSsbut77D19fsd3hsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGKOAAOEYwRQfWiD3QNg/7dhVTmG/cjzrmaVYuODQQoTz55Uq+9m2I2Lb9tTF4d6pSw+E/RReCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMC6BunFtZSMCBwiUUk4w90LYszdIuGNnObq6ynHkETUxf17EE09GdHTuCwAesPlT3jbUl+KIlZG2LcW6Db3Runv/InW1aRjjnv2XeUeAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECoxcQIBy9lZIjCOQwX0tLxK7WfYXa2iMeWdsbSxaV4jknlGLr9ogtWyN2ph4KB/dY2L9FDiHOnVOKRQsjFi8sxZZt5Xh4TW+UD8gdtjTvCyr2b+uVAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBMYmIEA4Ni+lhxUoV3oL3NV6QNovlc/DGecw4Ly5pVi5IuK4Y2tiT0dEZ+qRsKmpFHv2lKM+9TjYnIKBu3eXo7Ut4sFHeqNnmB4Gc6+E5QNThcOelxUECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMJSAAOFQKpaNWaA3BfoWp54GH3ti6E1zj4PbtpfTT14/OGTYP9//OvT2g5cuWRSRj2ciQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgfEL1Ix/U1sS2CfQ21uOmjQEcR5+eDKnefMi6upTgDAdz0SAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC4xcQIBy/nS0PEOgp98aRR6QU4SROq9P+e9NxTAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBwaAIChIfmZ+tBApVeCGvKsfrIyQkRrlpZqvQ+2NOj98FB7GYJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwLgEBwnGx2Wg4ge7e3liyKGLZkokNES5O+1y+LKIn7d9EgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAocuIEA4SsPWtvbYuHn7KEsXuFjqHLCrpzeOWpVDhBPjkAOJx6wuRXfab7ms98GJUbUXAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSKLlBXdICD1b+jsys+cMXfxw3fuSNyn3qrVy2LT11xUeX1YNsWdX0O+XV298aRR9REc0vEmrXjD/0dtaoUS1MQMe8vD5FsIkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGJEdAD4UEcv3L9LfH9u+6Pb1xzedx2/dWxcvni+MhV1x5kK6srIcKenlg4vxy//JxSZVjjsagsWhjx3GeXYvGivjCi8OBY9JQlQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAwQX0QHgQoxtvuTPOOPUFcfRRKyol3/y6M+IP3vtX0bq7PWbPaj7I1gVfnToMzMMO19SU0pDGNZVhjbemUaC37ShH2+7Uq2DXPp/6+oiW1FvhgrmlWLggopS6e+wp96bt9Tq4T8kcAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEJk5AgPAglhs2bY1TT3ruQKmjjlgWvWmI3k1btg8ECH9w+60D682MTyBnCdt2RGxeN77tbUWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECYxMQIDyI167WtmhqbBgo1djQN78zLc/TpZdeOrDODAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQmCkCNTPlRA/Xec6Z3RIdg8ba7ejsrJzK3LTcRIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEZqqAAOFBWm7ZkoWx9vH1A6XWPr4hakqlWLJo/sAyMwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYKYJCBAepMVOP+XEuOHmGFxTKgAAQABJREFUO2LNY+ujrb0jrrnuhnjxicfH7FnNsWHztsqyg+zCagIECBAgQIAAAQIECEyYQE9Pb5TL5SH35xllSBYLCRAgQOAAga7u7gOWeEuAAAECBEYn0L6nIx57cmP0DvNMkp9Xnli/OXp7e0e3Q6UIECBAoHACW7fvqnzOXriKqzABAgQITIhAftZYv3FrPPrEhuju7hlynz4rGZJlxIWl9MHT0J88jbhZcVZ2dHTG+z76t/Gt794VpVTtVSuXxgcueFNc/ol/isfTQ3Kezj7txfGR97816uvqKu/9hwABAgQIHEzgpFe9I3bs3L1fsT/+w3PjLa8/c79l3hAgQIAAgcEC23e2xqt/90/jz979ljj1pOcOrHpk7ZPxjg9c5RllQMQMAQIECAwncNOtd8W7Lv10/Ohbn92vyIf+8pr40jdu3m/Zs591THzx6g/ut8wbAgQIECiuwNve+5dx6x33VL7QtHD+nDjzpS+KP3nn/xgA+ddv3hIfverz0dXZFQ0N9XFpem551a+fNLDeDAECBAgUW+DhNU/G+e/5WGzcvL0Ccdwxq+Jtv/OqdD95YeW9Z5JiXx9qT4AAgdEIfO2G/6o8c+xu21MpvnDB3Lj8/efHS170nMp7n5WMRnHoMhJvQ7sMLG1sbIiPf/iC2NXaFq2722PFskXxlndeEcesXhH/+tkPp2/SbYrz/tcV8bUbbo3XvOLXBrYzQ4AAAQIERhLI8f0cGOz/y0wuu2jh3JE2sY4AAQIECi7wx5d9Jr793R9ER/ow7sDvgX34r67xjFLw60P1CRAgcDCBrdt2xhveflk8vm7TkF+CLUc5Tnr+CfH+P3rTwK6amhoG5s0QIECAAIFnHL0q3nn+ayrPHrfcdndcdOmn4qyXvTCe9+zjYtOW7fFn//sf44MXnRfnnPWS+Jev3xyXfOwf0u++nh0L5s2BR4AAAQIEoif1GPXGc14erzrjVyvPJFd99svxF1d/MU4/5flRW1uTnkg8k7hMCBAgQGBkgfr69EWld705TnnxL0VNTU1cfPnfxZWf/MLAZ+4+KxnZb6S1hjAeSWfQujmzWyrhwW07dsWdP34w3vzaM6KluTHyA/PLX3Ji/L//vHNQabMECBAgQODgAsuXLoxjn7Zy4Gf+3NkH30gJAgQIECiswPve8Yb4+jWXR/6S0+DJM8pgDfMECBAgMJzA/NRT1D/81XvjI+9763BFYvasloHnk/yscsTyxcOWtYIAAQIEiifwnj98fRx/3OpoSs8kv/5rL4ili+fHrbffU4G46dYfxvy5s+K1v3Fq1NXVxhvOOS2amxrjO//9o+JBqTEBAgQIDCmQexz8/Te9MpYtXhC5J9tXn3lyZQjKh9c8MVDeM8kAhRkCBAgQGELg7Je9KF7x8l+JnOGa1dIUC9L9pP8zdp+VDAE2hkV6IBwDVi66cfO2Sm8fq1ctG9gyz//k/kcG3pshQIAAAQKjEbj2X2+Mb93yg1i1cknll6s+nBuNmjIECBAorsDihfMqlS8dQOAZ5QAQbwkQIEBgSIGaUilWrVgSj6xdN+T6vPDu+x6Od3/o0zF/3uzKF2Z/5cQThi1rBQECBAgUWyAPQ5mHoPyFZxxVgdiwaWscuXLpAEq+7xyZfue1fuPWgWVmCBAgQIDAYIHv3XlvpcOeI4/Yd//wTDJYyDwBAgQIDCdw/be+Fzd85464/2dr47K9X5b1WclwWqNbrgfC0TkNlNq5q60yP7jXj8aG+ti1u2/5QEEzBAgQIEBgBIGzT3tRvOiXn5V6t10YN/7nHfH6t30o8i9aTQQIECBAYKwCnlHGKqY8AQIECAwl8Iu/cHRlGMqnrVoeT6zbHOe/+y/i6zf+91BFLSNAgACBggu07m6Pd/3Zp+KXjj82Tjv5eRWNHbt2P6W39IbKZyftBddSfQIECBAYSuCOHz0Qf/f5f48/OO83Kz3W5jKeSYaSsowAAQIEhhL4+WPrY9uO1uju6Ynt6TVPPisZSmr0y/RAOHqrSsm5c1oqrx2dXQNb5vk5aYgXEwECBAgQGK3AJReeN1D0bee9Kk57zbviO9+7O17/qpcOLDdDgAABAgRGI+AZZTRKyhAgQIDAwQRe84pf26/IRZd+Kr76H9+NV/36Sfst94YAAQIEii3Qvqcj/uhProqe9EHdJz/6zqip6eunYt6cWdHZte9zk6zU0dEVc9PQYiYCBAgQIDBY4IGHHo0L/vRv4tVnnRxvfcPZA6s8kwxQmCFAgACBgwj80e+eE/nn2i/fGB+48rOVkTR8VnIQtIOs1gPhQYAOXL108YIopa73H318w8CqNSnZumzJgoH3ZggQIECAwFgEZrc0x6yWpmhv7xjLZsoSIECAAIGKgGcUFwIBAgQITIbA8vS7Ls8okyFrnwQIEJi5ArmXwdxDbe7Z4//8zQdi4YK5A5XJzyWPPrFx4H1vuRyPPbkxli6eP7DMDAECBAgQ+MGPH4w3v/OKePWZJ8el73rziCCeSUbksZIAAQIEksCxq1emLy51pmeU3enZQ57rUC4KAcIx6i2YNydOfM5xcc11N0T+pt1Da56Ib333B3H6Kc8f454UJ0CAAIGiCvzk/kcq95E8ZHHuxfYf/vmbsWnL9njR855VVBL1JkCAAIFRCHR396QePborJbu6uwfmPaOMAk8RAgQIEKgI5PtIvofkKc/ne0v/dOUnvxA/ffjRyvof3fNQZfjiX3n+Cf2rvRIgQIBAwQV2t+2JN739sjRM2K647H2/F61t7SkwuCEeX7epIvOyX31eZeiw677xndQ7YW/88799O/akD/JOPemXCy6n+gQIECDQL3DbXffFWy68Ms489YXxxnNOqwTN870k31vy5JmkX8orAQIECAwn8Kl//GrcesdPoi11zLN+49b4+y9cH087cnnly00+KxlObXTLS+U0ja6oUv0COTT4jos/Hk+u3xwZ76yXvjA+evHvR0O9EaH7jbwSIECAwPACd9/3cOU+0v9Q3NLcGO/5w3MNXzw8mTUECBAgkAT+xx99NH54z8/2s/juVz8RC+fPqXyxyTPKfjTeECBAgMABAhs3b4+XvubC/Za+4JeeGf941cWVZa/5/Uvj/p+trczn0Tfy77sue99bo6mxYb9tvCFAgACBYgo8uWFLnP76dz+l8vl5JD+X5OlLX785rvjEP1UC6vXp85JLLjovzjnrJU/ZxgICBAgQKKbA5774f+MvP/MvT6n8ua9+WVxy4XnhmeQpNBYQIECAwAECH73q8/EvX7+p8qWlvOrYp62MP/+Tt8WznrG6UlKe6wCwMbwVIBwD1oFF8wPz3NktMXtW84GrvCdAgAABAiMK5GFccq+DuUvlI5YvidpanQKPCGYlAQIECIxKwDPKqJgUIkCAAIFhBPJwL1u27YxlSxZG/qKTiQABAgQIjFUg92775IbNsXLZ4qirqx3r5soTIECAQMEFPJMU/AJQfQIECIxCII+qkUf6y196XbJo/pBb+KxkSJYRFwoQjshjJQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqE4B3R1VZ7uqFQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGFFAgHBEHisJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEB1CggQVme7qhUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBhRQIBwRB4rCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAdQoIEFZnu6oVAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYUUCAcEQeKwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQHUKCBBWZ7uqFQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGFFAgHBEHisJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEB1CggQVme7qhUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBhRQIBwRB4rCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAdQoIEFZnu6oVAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYUUCAcEQeKwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQHUKCBBWZ7uqFQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGFFAgHBEHisJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEB1CggQVme7qhUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBhRQIBwRB4rCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAdQoIEFZnu6oVAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYUUCAcEQeKwkQIECAAAECBAgQIECAAAECBAhUl8AHP/a5+J0LLo+Nm7cPVOx7P7g3zv3DD8f/u+XOgWVmCBAgQIAAAQIECBAgQIAAAQIECBCofgEBwupvYzUkQIAAAQIECBAgQIAAAQIECBAgMCDwu+eeFQ88tDb++LKro7e3NzZt2R7v/cjfxvy5s+O0l5w4UM4MAQIECBAgQIAAAQIECBAgQIAAAQLVL1Aqp6n6q6mGBAgQIECAAAECBAgQIECAAAECBAj0C/zHzbfHuz/06Tj/ja+Iu+97ODZs2hZf+ttLY87slv4iXgkQIECAAAECBAgQIECAAAECBAgQKIBAXQHqqIoECBAgQIAAAQIECBAgQIAAAQIECAwSOPOlL4y7730oPvuF66OluTH++eoPCg8O8jFLgAABAgQIECBAgAABAgQIECBAoCgChjAuSkurJwECBAgQIECAAAECBAgQIECAAIFBAkcftaLyrr6+Lma3NA9aY5YAAQIECBAgQIAAAQIECBAgQIAAgaIICBAWpaXVkwABAgQIECBAgAABAgQIECBAgMBegXt/+vO44hP/FK/9jVOjtrY2Lrz0k9HV3c2HAAECBAgQIECAAAECBAgQIECAAIGCCQgQFqzBVZcAAQIECBAgQIAAAQIECBAgQKDYAtt3tsY7P/jJeM7xx8YHLzov/vwD/zPueeDnceUnvlBsGLUnQIAAAQIECBAgQIAAAQIECBAgUEABAcICNroqEyBAgAABAgQIECBAgAABAgQIFFfgvZd9Jvbs6YyPXfIHUVNTEye94BfjrW84O774tZvimzd9v7gwak6AAAECBAgQIECAAAECBAgQIECggAKlcpoKWG9VJkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEChRbQA2Ghm1/lCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCoAgKERW159SZAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBQgsIEBa6+VWeAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIoqIEBY1JZXbwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAotIAAYaGbX+UJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoKgCAoRFbXn1JkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFCCwgQFrr5VZ4AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEiiogQFjUlldvAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECi0gABhoZtf5QkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgqAIChEVtefUmQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUILCBAWuvlVngABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSKKiBAWNSWV28CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQKLSAAGGhm1/lCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCoAgKERW159SZAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBQgsIEBa6+VWeAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIoqIEBY1JZXbwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAotIAAYaGbX+UJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoKgCAoRFbXn1JkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIPD/27sLeDmqs4HD701u3IV4QiAQKFA0SHFIcQjuECTBpbhLkALFg1NcinuhLVL0QwqhuAVIIYS4u+933gmzmeydOWd2Z2bv3tz/8CO7d+TIc949O7N79gwCCCCAAAIIIIAAAgggUK8FGEBYr5ufyiOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCNRXAQYQ1teWp94IIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAL1WoABhPW6+ak8AggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAfRVgAGF9bXnqjQACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggUK8FGEBYr5ufyiOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCNRXAQYQ1teWp94IIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAL1WoABhPW6+ak8AggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAfRVgAGF9bXnqjQACNQRGjZ4gT7zwhnz02bc1tlXyinETp8jsOfMquYiUDQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKACBaorsEwUCQEEECi7wKPP/luuveNxWX/tvrLW+JVkw3VWL3sZis1wxM+j5YTzhsqo0eO9Q3fuv4lcfs4gaVRN116sJfsjgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAL1UYBRJvWx1akzAgjUEHjxtffl5EF7yWH77VhjW6WuuPT6B2TlFbvK03dfKr+OnSADT75Snn/5Xdlnl60qtciUCwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKCCBBhAWEGNQVEQQKB2BK69/XH5/OsfZcKkqWYA3ntyyRmHy6U3PCCDD9pV3v7gM/l+xCi5/OxB8ulXP8jdj7wkk6ZMl+bNmsh2W/aT804+RKqrG8r1f31SpkydIRMnT5WPPv1O+vTuJheddpg8/NQr8ub7n8kqvbvLyYP3ys9s+IuZNfCyGx700vzdqivKPrtuJbttt2lsgCnTZsiwz4fLvdef5ZVl1ZV6yB+32EBefWsYAwhjK7IjAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCBQvwUYQFi/25/a13GBBQsWydiJ02XazDnS0gxoK/cyc848adOymXTp2FoaNWroZV/bZdJChJXLZjNg+03l8RdelwE7bCbrr7Wq9OrRWb794Rc55893euv6m4F5zZs3lQ7t28hJZpbCPit2l3ETJst5V90tq6/SS/YbsI2MGTtRXn/3Eznq4F3l4L22k+vM7ZD3O3qI7Lvb1nL1BcfI0/94W26991m5f+i5smDhQjn6zOtkjb4ryt3XnSV6K+IL/3KvrLNGH+nVvbN88uX35vgnQou8ykrdZcjph8v4iVMkl8vJiqas/qLPv/hmhP8njwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIWAUYQGjlYSMClSugA/WGfTVSOrRtUauFnDNvgVeOfmv28spRCWXSggTL5Q9ujILq26enGQBZLToT4KYbrpXf7bohx8u2m62f/7tH1xW8wX46E+F4M1thm1YtZMTIMfnte+y4uRw7cID39zff/ywNG37kDfbTFU2bNJbBZ1wjCxcukg8+/lp0BsILTx0oVWZbnxW7eTMWvvbOf+XIA3aSnt06yaH7bO+lU/hPm9ZL2nv6jNnepiYmXX9p0riRzJi1ZL2/jkcEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBKIEGEAYJcN6BCpcQGce1MGDfXt3qvWSDv9pvDcTohakUsqkZfHL1bNrO/2z6KVl82bLHHPTPU/LXX97STZad3Xp3bOLNGhQJYsXL15mH/+P5s2amm05/0/vNsM6eHDRokUyavQEqW7YUIbe/VR+u94Gee7ced7f+rx9u1b5bcEnfplat2rurZ43f0F+sz5v1WLJ+vxKniCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggECHAAMIIGFYjUOkCetviSlnmL1go+n+lLX65ekppAwiD9Zk7b77c++g/5fKzB8nu5lbHupx+yW3BXWI/79ihjXfL57/dcoHoYMHC5fsRo+Tia+8rXO39vVqfXnLDJSdIp47tpKqqSkaOGiedzXNdfvplrHReIXldvcT4BwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQGC5F2AA4XLfxFRweRVo2axJxVStksoSREmzXA0aNJAWzZvKmPGTZOasOaK3Mdb/+2++9BbHwbxtz/uts5oZOFgtl934oJx5/AHeru8P+0oWmEGYO/ffRDY0Mxz+4+G/2JKQdm1ayQZr95UHnnxZ1lp9Jfl17ER57Z2P5Yxj97cex0YEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBHwBBhD6EjwigEC9FqgS81/VUgJ9rjP8+UvjRtVy/OF7eLcdvvmeZ6R7l47StEljf7NUmQGGwUUP1Vschy06+G/opSfKkOvul413Ps7LR29JfMEpA8N2j1x34akD5YRzb5SNdjpW9GbJO22zkQz4bXbEyIPYgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIDAbwJVObOggQACdU/gp1GTvEL37tGh1gvvl8UvSCWUScvilyvN8syZO08mTp4m3buuIA0CAwz9uhf7OHX6TJk/f6GsYG5rHBywWEw6o8dNktYtm0vLFs2KOYx9EUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBOq5ADMQ1vMAoPoIIFCcQLOmTaRnt07FHWTZu23rlpat8TZ161z7g0jjlZS9EEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBCpJYNl7blZSySgLAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghkJsAAwsxoSRgBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACByhVgAGHltg0lQyB1gcW5nCxatDj1dEkQAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEE6p4AAwjrXptRYgRKFpgwaarsfsT58tYHn5WcBgcigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIDA8iFQvXxUg1oggEBcgf+NHCPHn3ODbNpvTTnz+AOl78o94h6a6X6z58yT/34xPDSPfuusJk2bNA7dxkoEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBAoTYABhKW5cRQCdV7gvWFfyd6DL5K9d9lSTjpyL+nQrnWt1mnMuElyzFnXhZbhhfuvkD69u4VuYyUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgiUJsAAwtLcOAqB5UJg8eLF8uTf35R//PsDOergXWXgvjtIk8aNlou6pVWJ6bPmysxZ82T+gkVeko0bNZSWLZpI6xZN08qCdBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQqBUBBhDWCjuZIlBZArNmz5Ub73pKnnjhDTn35INl283Wr6wClrk0i3M5GTl6sowZP10aNqwyAwabSqPqhl4pZs+dL6PGTpFFi3LStVNr6dWtvTSoqipzCckOAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIHkAgwgTG5ICggsNwJ9eneXVVfqsdzUp5SKTJo6S4b/NF7atGoqq63cWVo0bxKazKzZ82TsxGnyn89+kr69O0mHti1C92MlAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAKVKsAAwkptGcqFQBkFunbuIOeceJD8cYsNyphr5WU1evw0GfHLRFllxU7Srk1zawF1YGGfXp1kyrTZ8s2PY2Xlnh2lW6c21mPYiAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAJQkwgLCSWoOyIFBmgWpzW97D99tRjjtsd2napHGZc6+s7HTmQR08uMYqXSNnHQwrsQ401GO+/mGMNGlczUyEYUisQwABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEKhIAQYQVmSzUCgEshfYeP3fyYWnDJSVenXNPrMYOXRo31qOOXS30D3btWkZuj6tlYtzOe+2xTrzYNQti2156TF6rN76eON1ekuDqirb7mxDAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKAiBBhAWBHNQCEQKJ/ACh3aylnHHyA799+kfJnGyKlt65Zy8qC9Y+yZ/i4jR0+WNq2aOm9bbMtZZyKcPK2paFq9u3ew7co2BBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQqQoABhBXRDBQCgfIIdGjbWl566Cozy17T8mRYR3IZM366rLZy58Sl7dKxjXw3YhwDCBNLkgACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAOQQYQFgOZfJAoEIEqqsbiv7PslRg+qy50rBhVUm3Ll6aypJneivjnPnvjf8ML9zE3wgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAJFCFQ3bCA9urSTlXpwJ8gi2IrelQGERZNxAAIILE8CM2fNk5Yt0puRsU2rZtLKpNe5Y+vliYm6IIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACZRWYN3+huRPkWDMOo4l0bNeyrHnXp8wa1KfKUlcEEECgUGD+gkXSKMVZGRs3qpYFCxcVZsPfCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAkUINGlcLa1aNpUp02cXcRS7FivAAMJixdgfAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgeVAgAGEy0EjUgUEEChdoHGjhqnOGDh/wcJUZzQsvWYciQACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII1F0BvYXxjJlzpV3r5nW3EnWg5NV1oIwUEQEEEMhMoGWLJjJq7JTU0p82Y46MnzRDfhw5IbU0SQgBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEKhvAtUNG0iPLu2kY7uW9a3qZa0vAwjLyk1mCCBQaQKtWzSVRYtyMmv2PGnRvEmi4mkaVea/bTbumygdDkYAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAoBwC3MK4HMrkgQACFS3QtVNrGTtxWuIyahqaFgsCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAnVBgAGEdaGVKCMCCGQq0Ktbe5k2Y65MmTa75Hz0WE1D02JBAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQKAuCHAL47rQSpQRgRCBmXPmhaytnVWVVJagQNxyNaiqkr69O8k3P46VNVbpWvStjPXWxT/8PF5+16eLaFosCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgjUBQFmIKwLrUQZEQgRaNOymTRuVBljgLUcWp5KKpOS+eUK4auxqkPbFrJyz47y9Q9jipqJUGce1GP0WE2DBQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBuiJQlTNLXSks5UQAgaUCCxYskmFfjfQGrc1fsFBaNmuydGOZnukMfzpIb9LUWdJvzV5errVdJi1EYbkaNWoYW0TrMvyn8dKmVVPp0rFN5GyEOuvg2InTvNsW6+yFDB6MTcyOCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAhUiwADCCmkIioFAKQI6iHDsxOkybeacWhtAqLMOdunYWvxBerVdJnXUAYSF5SrGd7EZVz1y9GQZM366NGxYJS1bNJVG1UsGIS5YuEhmzporixblpGun1tKrW3tuW1wMLvsigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIVIwAAwgrpikoCAIIVKLAdDNYcOaseTLfDNbUpbGZzbBliybS2gwqZEEAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAoC4LMICwLrceZUcAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEECgRIEGJR7HYQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggUIcFGEBYhxuPoiOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCBQqgADCEuV4zgEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEE6rBAdR0uO0VHAAEEyibQr18/L69hw4aJ/9zPPLgu+LyU7aUckzTPrI+nTuWJnaTtSDtVRjvRDpXRDq7XE+1UGe1EO1RGO/B6qRvtsDy2E31A3Yg92ol28mNAH4N9UfC5v09wXfB52Pawda5jKn07deL14seAPgbjNfjc3ye4Lvg8bHvYOtcxlb6dOvF68WNAH4PxGnzu7xNcF3xeyvZSjkmaZ9Lj62KZXXWmTvQBfgzoYzBegs/9fYLrgs9L2V7KMUnzTHp8XSyzq87UiT7AjwF9DMZL8Lm/T3Bd8HnY9rB1rmMqfTt14vXix4A+BuM1+NzfJ7gu+LyU7aUcEydPP10esxFgBsJsXEkVAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgYoWYABhRTcPhUMAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgGwEGEGbjSqoIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIVLRAVc4sFV1CCocAAghUgEC/fv28UgwbNqxWSlOf86/Pdddgo/6199rDvvbs63vsE3v1N/Zo+/rb9rXd7xF7xJ7GYG1c6xB7xB6xx2cMGgPlXmqz76nNvNWZ/Otvv0vb0/a1ca5Hv1O/+136nfrb79T2a5/YI/Y0BmvjfY/YI/aIvdr5jEPdWdIRYAbCdBxJBQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIE6JcAAwjrVXBQWAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgXQEuIVxOo6kggACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggECdEmAGwjrVXBQWAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgXQEGECYjiOpIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIFCnBBhAWKeai8IigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggkI4AAwjTcSQVBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBOqUAAMI61RzUVgEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEE0hFgAGE6jqSCAALLucC4iVNk9px5Zavl4lxOFi9eHJrf5KkzRMuT1ZJ1+q5yT50+U/43cozMnD0ncteFCxfJL6PHy5y55WsTvzDjJ06VufPm+39m8hhVv0WLFsuvYydGxkYmhQkkmnVs5EzcjxozQfSxNpZ5pl01f3WOWqLaJmp/13rNK6q+tn4nLasFCxeGFlFfW/oa074obEkjFm39nK0f0LxHj5sks2bPDSta7HW2/GMnkmBHW9vHSXbmrDlevEa1kSuNqLb3j4tKP+vY0/xt/WzWsWfrB9KIvXK8tvw2DHuM04+XGhth+QXXufxcNkljz5V/sKxhz5PGnqt+YXn665KWXdOJk3/a73F++fUxTuwF9w97HtUvhe0bXBfHz9bvJI09PacfO36yjPx1nKhx2GJ7z9dzYi1fqYv2az+PGicTJ0+LTEKNtJ6FSxy7wmMK/y7He3phnsG/bfnHaRtNq9TYi5t+sLzB5+WIPc1v3ITJMmnK9GDW3vNyxF6NTH9bkXXsaTZ6TTdhUumvraiy++ttsaf7TDbmrvyj2sbPI8mjrd9JGnuucrneE5LGnit/W9ukEXuu/OvC9ixjT+sf1a9mHXuu9LOOvayvNVyxlXX9XPnHuQbPKvZc58Ku2HDVLen22mwbl03SuvnHZ3mt4eeR5DGr2NMyZXmt4dc5ql/V9zXbZ8lpxV5U/lq+qM8Y0oy9sPYr13t6VGzHuQ5Tn7Cy6/q4S1T+ruPTOhe2tb2WIap+acVeVPq2+mcde5p3Wr62ekS1vb7f6uve9X1mKXa28vjbXP1O1ja1ea3h+gwgzdjzveviY1ax51tEpZ917LnOJ9Pq9/x6Fj7aPmNII/Zqu36F9eXv7ASqTGPX/JQ4u/xIGQEEEKhTAiN+Hi0nnDdURpmBNLrs3H8TufycQdKoujqzemi3fO4Vd3npX3X+0fl8fvxptAw+4+r8F4h9V+4hxxw6QHbcZqP8PkmeFJP+nQ/9XW6652l58cErZaVeXZNkmz9Wv1gdePIV3sWNrqyubigH77WdnHX8Afl9dHDXBX+5Rz798gfvw4dBB+0ipx29b357Wk/C6vfGu5/I7Q88L2PGT5L58xfK+muvKldfcKy0atk8rWy9wUBR9Xv6H2/Ln4c+LAvmL5DGjRvJxacfLgO23zSVvLXtBxx+Xo20WrZoJv956XYpJjZqJBJzxS33PSvPvPS25PQ/c2ayz65byYlH7Fnj6LC2qbFTCSuuvu0xeeipV6SqSqRZ0yae787bbpxPKYvY0y+u9jjiAhli2nLrTdfN5+Xqd+Ja5ROMePL6u/+V0y6+TT597e5l9jjmrOvk3Y++9AYStG/byvQxG8v5fzokv08asRjVz7n6AW2jG+56SvRDOO2HN1pvdbnotMOkR9cV8uWL8yQq/+Cx33z/sxx60hUy+OBd5FjT1xYuSWIxqu0/+O/XMui0qwuzklcfv066de7grX/t7Y/lmjseM+9LE7y/n/zrJbJG3xVrHGNbEdX2eowt/axjz9XPZhl7WndbP5BG7KXx2ppn3gOOOOUqmWNeA8/ec5kWO9YStx8vNTZchXD5uWySxp4rf7/8Ub5JY89Vv00HnCDTps/yi+E9nnncAXL4/jt6701J+z1X/nHe46Jslil0yB+u2Nv98PPlh59+rXHkXdeeKZv2W9Nbb+uXahxYsMLV9q5+J2nsPf/y/3nnb/6g9/btWssV5wyWLTZe2yup7T1fzc+78i55+c2PxJyeyIo9OsutV57qPRZUM/LPMy+7Q/71+n/yPwhYZ40+csuf/yRaDn+Jek9y2fnHRz2m9Z5eauy58ne1jdYrSezFSV/ziKpf1rGnX+Red8cT8sIr73r9T49uK8jLj1yjRfLKlGXs6TWV1q9w2WeXreSSM49I3O+52n7KtBly4dX3ysefD5cG5uS/S6f2csZx+8sfNljS5/jlimobf3vUoyt/HURw6pBbvGvaBg0aiF7X33jpidKzWycvSVvbROUZtT7sfNXW72g6SWPPL0uYn+s9QY9JGnu2/F1tk7Tf8/PWxyTXEmF2wbTjPA/L33WtkXXsablt/WqWsad529LPOvY0/6yvNWznk3HrlyT2bPlr/W3X4EljzxXbrnNhW2xo2V3LJdc9IE/8/Y1ldvv971aWx26/aJl1Ya/LuG2zTEIFf7jyt7WNy6Ygq9A/benrAVlea9jafo6ZCMD2WaeWLevYy/paQ+tg61dt17FpxJ4rf90e9RlDGrFna7+47+lJ+j1bbLuuw2xlV7c4iy1///iw+sU9F/bTiHq0xZ6tfmnEni1912cMWcdeXN+wtomyLlxva3vtdy665l6ZNmOWmYQiJ3vttIUMMddYet2ji82uMJ+wv12+tn4nrk1YvrpOryVs/XrW1xqu61jXZwBJY8+Vf9At7DrQ315q7Lna3nU+kiT2XG2vdbOln3Xsaf6288mk/Z6r7V2fMSSNvbTqF3YurGmzVKCAuXhjQQABBBCIEDjs5Ctyx597Q8586ZcbPuKX3Ca7Hp978sU3I/ZOvvr5l9/NbTbgxNwaWx2WO/vyO5dJ8Lsff8n99eG/58ZOmJwzM0TkzIVAbtt9T82ZXxots1+pf8RN/19vfJhbu/+RXhnNlw+lZlfjOHPhkzODEnP6uGjRotyTf3/Ty+O7H0Z6+5ovN3Ob7nZCbvDpV+feeO+T3Ow5c3PjJ06pkU7SFWH1W7BgYW6DHY7O3fDXJ3PmV0S5GbNm53Y86Kzcbfc/lzS7/PG2+mk919rmiNwTL7yR07I8/PSrXhtMnjo9f3ySJ/MXLMj98L9fl/n/kuvuz+1w4JlesnFjo9QyvP/xV7k1tz489+W3I7wkPvz0m9xa5m8tU3AJa5vg9lKff/b1j7nfb3tE7u0PPvNi786HXsitv/1RudFjJ3pJ2tqm1DzPuPT23HrbDfZi/PX/++8yydj6nbhWyyRY8MekydNy2x9whpf3Ov0HFWzN5a657bHcV9/9lDO/Ssq9/OaH3n4ff/6dt18asWjr51z9wNMvvZV79a1hOfPr1tz3/xuV2+WQs3NX3PRwjTrYVtjy948bN2FKbpu9T8mpj7lA81fnH5PEoq3t3xv2peetdQu+Jv1+XttD+9+rbv6bV39tS+0L4y6utreln3XsufrZrGPP1Q+kEXtJX1v6/nP6kNu8GNjjiPPjNru3n6sfTxIbcQri8rPZpBF7rvy1DlG+acSerX6at55f3vfYP5d53ZsPt3RTLk7ZvR0t/9jyj/MeF2VjyTK/yRV7ZrbbZeqt74l6HqzvQ7rY+qV8JpYnNj9Xv5NG7L307w9yL776Xm76jFnee9dJ5w/N7Wzeu/zF9p7/yDOvedcFer6t73tHnXFNbrD5v5hl6N1P5T758vucnutpOpvvfmLuprufzidhe0+y2eUTsDxJ4z09Sey58ne1TdLYc6WvdFH1K0fsnTbk1twf9zvNu67Q/ka9/CXr2NNr2eB5jj7f/sAzctff+YRXhKxjb8i19+f0fVTPdReZ91Y9l9S/tT38Japt/O22R1fs/eXWR3P7Hj0kZ2bdz82YOTtnfkSXO/yUq/JJ2tomv1OMJ1Hnq7Z+J43Y06JF+bneE9KIPVv+rrZJGnt+syS5loiy89OO8xiVv+taI+vYs/WrWceeK/2sY68c1xq288k49Usae7b8XdfgSWPPFdu2c2FXbMR5zV187X3eZ5XB97bg+6qmEfW6jNM2rjK48re1jc3Gla+/3ZZ+1tcatrZ3fdap5c8y9spxrWHrV13XsWnEni1/12cMacSerf3ivKcn6fdcse26DrOV3X9t2R5d+euxUfWLcy5sy1u32dpet9vql0bs2dJ3fcaQdezF8Y1qG7VzLba21+8N9TuNq255xPv+Sj9X0e+0Hn3u3/lkbXb5nSxPbL6ufieOjSVr73ON4HutPi/mO6yksee6jnV9BpA09lz5+3ZR14G6PUns2dpe03adjySJvaTv6VnHnut8MuvYc33GkDT20qhf1Lmwxg5L5QlwC+MKHNRJkRBAoDIE9FcJw8ysBIftu4M0b9ZEVl2ph/xxiw3EDF7JrID9N19fHr/zYtluq3418tCZCY46eFfp3LGd6Kxge+y4uXc7tB9DZm2pcXCMFXHS/+KbEd4vmK4896gYKRa3S/cuHeWkI/cSfdSZGLp3NY/ml1H+DH/6y0FzoihDLztZtv7Dut4scSt0aFtcJo69o+qnvxDRvHV2iipTppbNm3kzfv30y1hHivE32+r3uvnlWNvWLWTf3bb2ZmY8cM/+Xv3ffO/T+BlY9tSZ3Pr07pb/v/MK7eRfb37ozbymh8WJDUvyzk3m5FEaNmwgnUxs67Lemquavxt6t/rzD45qG397ksfHnntd+q2zmjcbkMbeYPM609f8ex9/5SVra5tS8z37hAPlhQeukCZNGi+ThKvfiWO1TIIhf7Q1/cc9158ll589KGSreDOw6Ix2TU3Ztt9qQ9MubeXdD7/09k0jFm39nKsf2GvnLeWPW24gLZo3lVV6d5fNzQxO7374RWg9olba8tdjdCr7E8+7UXY0M1CuuVrvGskkjcWotg9m1GfFpa9HfW3q68NcRni/ZNPyn33iQV79dQYpnTEz7mJre1f6Wceeq5/NOvZc/UAasaezGyV5bekvGc3gUjnmkN3iNnl+P1c/niQ28plYnrj8bDZpxJ4rfy16lG8asWern8+m5xjB9+K2rVt6m+KU3U8j6tGWf5z3uCibqPyC612xpzPIBuv90msfyKYbruW9Vlz9UjCfqOc2P1e/k0bs6WzGu/zxD975rL53tTPvwX7but7zX3l7mOyw9YbebN967GH77SAfDPvKu+1jVH0L1588aG9Zd81VvFl7uxtrPc9p02ZJbOm+tvckm11hPmF/p/GeniT2XPnb2iaN2LOl73tF1S/r2Bs+YpQ3s+UZZqbTg/f6oxeT6uUvWceeXssGX/dmIJ1MnDRNDt1ne68IWcee3rq3fdvW0sTM6q7Xmxus3debHWnhoqW3GI9qG9/I9miLPZ0V4Rkzs/w+u2wpvXt2EZ3x/fjD9pAPP/lG9HZGrrax5RvcFnW+6up30og9LUeUn+s9IY3Ys+Vvaxs9LmnsaRpJryWi7DTtOIsrf00j7Foj69hz9atZx54r/axjrxzXGtq2UeeTceqXNPZs+duuwdOKPc0/LLZ1ve1c2BUbenycpWWL5su8twXfV22vyzhtkzR/PT4qNmw2cfL194lKP+trDT//sLZ3fdaZdexlfa3h6ldd17FJY8+Vv+0zBm23pLHnar847+lJ+j1XbNuuw1xl9+Pa9ujKX4+Nql+cc2Fb3q62d9Uvaey50rd9xqD1yjr24vhGtY3N3d9ma/v/fjHc3DlrgRx9yK7576/0Dlb//r//eoe77Pw8bI82X1e/E8fGlrerX8/6WsN1Hev6DCBp7LnyV7uo60DfNUns2dreTz/qfChp7Lna3pV+1rHnOp9M2u/Z2t71GYO2TdLYS1o/27mwHzs8VpZAdvfgrKx6UhoEEECgaAHzixlvwIbeLsxf9LmehGW16JeD3v/NmsqiRYut2bxvvkDUQU49uy+51ZF15xI2FqY/ZtwkOfH8oXKOGbiygRlsldXy7Q8j5fHn35B3PvzcG8jV9bfbduqXKjp48pw/3ymjTVm0LfTLFv3yKY3FVj9tkwP36O/dgk5vs7fGqivKsM++k5vNLeDSWmz1Gzdhcv6WVpqfftHV09xmTG/BlMVy9yMveV8k7rnjFqHJF8ZG6E5FrNTb9/bu0UX2O2aIHHnAzvLTqLHeoEX/1oW2tikim8hdzYyX0tB8oe4v6tu1c0f51dwyWxdb2/jHFPvYsX0b75AlNw9YerSr33FZLU0p+pnWTy/4Rvw8Jnqn37bo9PA6Bfrqq/by1qQRi3H6uah+IFhgM0eM/Mfc8ne1VZaULbjN9tyWv34IZmZ/lY5mcLJeWB164p+XSSqNWIxq+2BGZkYob7DHOmv28W41oQNNza8MvVs1dO3UQY449S8yd+482XDd1eX4w/fwBnsGj496bmt7V/pZx56rn8069lz9QNC01NgLplHsa+vF1943t8V607sNlv/BXzC9Yp8X9uNJYqPYvF1+hTZpxF6wjGH523zTiL1g/oX187c99PQr3u2n9Dai+oOB4JeO/j5hZfe3xX0szN/1HmeziZtncL/C2Atu+3r4z2ZQ04fy2B0Xeatd/VLw2DjPC/1c/U6asfeSeQ3rrYj1dh2X/TaA3/Wer7GnZfCXXt07e7cinjBpqjfoyF/vetQvL+948AVvwL0OYt7T/AjJX+K8J+m+hXb+8XEeS31PTyv2XPmHtU2asReWvrrZ6pd17H306bfede7/mR9h3Pf4P6WpGUi33+7bin7hoUs5Ys/LyPxjZkCQG+960hvI6Mejv00fs4i9Q8ygyZMuuEnMrH/eNZ6+Pg7bb0fv3EvztLWNbo+7hMWe1nf+goXeYF4/He33ddFrj2GfDbe2jX+M7dF2vurqd9KIvWL8Ct8T0oi9OPmHtU2haSmxl/RaIk7ZC8sZ/NuVv79v2LWGq1/wj7U92mLP1a9mHXuu9LOOvXJda0SdT7rqlzT2/LiIyt92DZ5G7Pn5h8W2v81/LDwXdsWGf5zr0cwyKahs9UkAABznSURBVKdfcpu0NT/U0B+f/2GDNb1DXK9LV9u48vW3R+Xvb49qG3+7PhbaBLe5nkelX65rjThtX/hZZ9axl/W1hqtf1djq2W3pdwZ6zR/8LDlp7Lnyt33GUBhPpcReMe0X9p6etN9zxbbWMeo6rJiyF1r5f7vyt9XPdS7s5xH16Gp7V/2Sxp4r/WC5Cz9jCG7T51nEnsvX1jaF5Qv729b2+gOpnDko+D1HD9MP/Md8r6ZLMXbeAY5/Cn1d/Y7LxpFdjc2F/XrhDllca/h52K5joz4D8I/Vx1JiL3h8WP62c3E9NmnsBfMvbHt/W9T5SNqxV9j2rvSzjj3X+WTSfs/31cfCtnd9xrBan2W/Oysl9pLUT8+HbN+3BevG88oRWPpteeWUiZIggAACFSEwfcZsrxzBGcL0JNzcvrbWy6cnRH99+EU5duDuRc0+FbfghembWzjL8WZGrt132Ez23Cl8UFnctF37TZ46Q8aMn+T9WmrqtJnel0Z6jA4abGpm2tJZaQ7ff0cxU7LLoNOvFnPbJ1eSzu1x6rf5Rr/3Pgj8edQ4ufia+2QlM2OEfvCS1mKr37QZs2rMVNfYi8U5aWWfT0cHi+kv2U40s0HqrGeFS2FsFG4v5e9WZuaNDddbXdq1aS2Pv/CG6K/zt9lsPWlk6hinbUrJM3iMzvj5nhmQa25f5l1I3XjXU/LTL0sH19naJphOGs9d/Y7NKo38g2mY2yWKmVpe1lmjj+iMAbqUKxaj+oFg+a659VH5+dfx3kDi4Pokz81tymXk6PFy7UXHeQN1g2mVIxb1i/P9B2zjzTal7zfmVn5ymvkSQhf9EEAX/cXZ3mbWml2321SeeuktMbdq8NYn/ceVfjliz9bPZh17rn4g6Js09op9bZnbj8pl1z8oN112UuigsmDZ4jwvth93xUacPIP72PzCbNKOvcL8Xb5pxl5Y/dRm5/4by8br/c4MXm8vr7z1kex/zCXeAJ6gmz4vLHvhdtffYfnb3uNcNq78Cre7Yu+Gvz4h/bdY38z+upJ3aDliz9bvpBl7/zOzVk8x57U6w5me3+ries/Xc1ydDdhfmjRe8nx6kee++qOkH8zspTq7meapMV3skiT2SnlPTzP2XPmHtU2asReWvqt+Wcee1k9nee9qZj7VmS379ukpZ5ofL/izm5cz9p75xzsyYfI0GXTQLqFhmUXsrWLuLNDL/AhPX19DzHmUXlduZq4xdXG1TWghI1aGxZ7OAqoDS/Sc8+GnX5Vn//mOXHfH414KVVLlne/Z2iYiq/xq1/mqq99JGnvF+IW9JySNvbj5h7VNHvG3J6XEXpJribhlLyxn8G9b/rqf61ojy9hz9atZx54r/axjrxzXGrbzSVv90og9jS9b/ro9anG9J0UdF1xvi+3gfmHnwq7YCB4f9Xyt1VeSnbbdyPth7K9jJsrg06+RF155z9vd9bq0tU1UfoXrbfnrvnHaJsymMJ+ov23pZ32tEbftwz7rLEfsZXmt4epXXdexSWPPlX9UvBSuLzX2imm/wvf0NPo9W2z7dYy6Dium7H5ahY+2/F31s50LF+YT9rer7V31SyP24p6zFH7GEKxPVrFn83W1TbB8Uc9tbb/+7/tKB3O3muPPvVGef/ld7zue5//1f/mkXG2T3zHmk0JfV79js4mZZX63sH49v9E8yeJaI5i+7To27DOA4LGlxl4wjcL8XdeBacReMP/CttdttvORNGMvrO1d6Wcde67zyaT9XtC+sO1dnzEEjy019pLUz3UuHCwfzytHgBkIK6ctKAkCCFSYQOtWzb0S6a/F/EWftzK3pajNRX8trzMm7LHT5jLowJ1TL0pY+jr9ud4qed01VpHLbnhQZs+Z6+V72/3Pyd67biWbrL9GauXQWef0f51db7sDzjC3KP29N3hJZ2rTwYsHmNkxdNnU/Jp3iz1Plk+/+sG79ay3ssR/XPVbzXypphdet191quiHPyN+Hi0nX3izXHj1vXJLSrMQ2urXplUL7xbKwerNm7dAWpsv/tJebnvgOTO7YxfZaZuNaiQdFhs1diphhZ706q3B//XI1d6A2L+/+p5c+Jd7RWfj0Nv8ZR17+iXeNWbA2LPmdmL66ym9XbledHX77VZutrbZwtxCN83F1e/YrHYzA8rSWuaY2e10xlGdKUFjXC9EdClXLEb1A379dLacR81A06GXn5TaLKSa9t+eeU02MoNZ/S9ydTCh3n5BB+yuulL3zGNRY++i0w7zq+kNmNZBnFOnLxlsohtOP3Z/78s/fa6/6L7BzNqjsxro7dXTWKLSzzr29JZ6tn4269hz9QO+bdLYK+W19fRLb0uH9q3lxVff9/7/9seRZrDDFO/9+E+D95bW5j0i7pKkH4+KjWJiz+YXZZNm7IXl7/JNK/ai6qdtd+EpA/NNeMzAAdJ/n9Pkzfc/8wYU+xvCyu5vi/MYlb/tPU5nzCtX7H1gZpT94OOv5bn7lp35VeuWVey5+p00Y+/EI/YU/V9/pHHeVXd7A4hc7/n6pciy1yHzvaYu9vxPZyzXWbP1veKwP10pQ+9+Wq658Ng4YePtkzT2SnlPd70ui+n3XPmHtY2Pk0bshaXvqt8r5rw46ty42PO9sPy1fnrOobMY67LTNhvL8B9/kVfNbbP1l+Xlir158+aLXk8esf9O3jmmV5jAP1nF3nlX3mW+3FhZLjvrSNG+8bIbHpIjzezO7zx/s7jaJo3Yu+SMw71ZQf/1xofm2qexVFc39GrtX3vY2ibAE/rUdV3b7rdbmC/btyz9jCNpvxfXL+p8JGnsxc3f1S+UGntJriX0PC/pe64t/yMP2Ml73duuNbKMvRbmLhu6RPWrWceeq1/NOvbKca1hO5+01e+eR/+ROPa0bW3563bbkiT2NF09Piq29TMlXaLOhZPGnqa9zy5b6UN+OfXiW+W5f70jettI1+vS1jb5BB1PbPnroa62ibJxZJvfbEs/62uNOG2vBY36rDPL2NNzb9tnHGnEntYtql91XcemEXu2/ON8TpA09uK0X9h7etzzBa1f1GKLbf+zYtt1WJyyR+Wt6235u67jbefCLZs3s2W7zLao2NOdbPVLI/Zs6fuFtH3GkGXs2XzLEXv3Xn+23PHQC2aChn+bH6l28H7E6F9nuNrGt4vzGObr6ndsNsXEnpYvql/XbVlda2jauriuY8Ouwf1rvqSxF5W/6zowjWsNr/Lmn7C2122u85E4r1s/D9tjVNvb0s869lzv6Wn0e2oSFXuuzxj02CSxl6R+rnNhLRtL5QnUnFqo8spIiRBAAIFaEehkbperF7sjzYxz/vKTmT2k8wrt/D/L/vjx58O9L/72MLceuzgwyCStgkSlr7dMO+qgXb2Zr/TDN/+Lk5ZmMGXT32ZDSasMfjpdzIwYeqE93gyS0EVv1fyzubWtvyz87RbPwS8//G3FPrrqp7/Q0amg9dbFuqy8YjdvNkb1Smux1U9jcaSZac1f9NYLv5iBTZ06tvVXpfKo8f2MGUR38uC9agxGioqNNDLWX4TpLambmRkmddEvRlcxg7U++uRbMztIeWJPb9l217VnysO3nO/NhqgDs/qtveRW3ba2SaP+wTRc/Y7NKphOkuf6a0H9xbzOUPLgTedJe/PLRX8pVyz6+RX2A7r+5nufkVvufVZuvfJPstUm6/i7pvJ41CG7mtd5b2/gqvZ1jaqrpbn5Yld/ZVWuWAxWRG/brsvcufPzt6vXWVD9ZYEZ4Llw4SLv9hT+ulIfNc51iUo/69hz9bPliD1bP6A2SWOv1NeWzsiqgzs0JvX/5qavrDYzxOrzBiEzxWpZw5ZS+3FXbITlFbbO5mezSSv2ovJ3+aYRe7b6FVrph6Z6e4c5c+blN0WVPb+D44ktf9t7nMvGkW1+syv29Mu16+980sys+odlBoVnHXuufiet2MtDmCd9zDmkfuA33bzXut7zO6/QfplzX+2f9fxkhQ6lnf/pdc1KPbuK3sI07pI09oL5FPOenlbsufIPbg+2TVqxF5W+q35Zx57WT68l9LXnL3pOobfW1aVcsacz8C1YuFAG7ruDX4z8Y1axp3X++PPv5HerLrmNj15/HHfYAK/un5kfprnaJl/AIp4Uxr7meerR+3rXHXr90bhRI1OeFb1bk7vaxpWt63zV1e8kjb04frb3hKSxFyf/oGFh2+i2JLGX5Fqi2LIH6+E/t+Xv7xN8LLzWsPULwePCnrtiz9WvZh17rvTLEXtZX2sE26XwfNJWvzRiL5i3Pi/Mv3B78O+k/V4wLf95MLZ1ne1c2BUbfprFPHYxnxv75/Ku16WtbYrJM7hvMP/gen1e2DY2m8Jj4/xdmL62b9RnuVnEXmHba5mjPuvMOvayvtZw9auu69iksefK3xUvSWMvTvtFvaenEXuaf1RsF9a98DosTtkL0yj825a/rX5VDaqs58KF+YT9rXnrEvX5oat+acSe65wl6jMGLXeWsVeOaw1b22v9+vTu5v1g8NHbL5JLzQ+mdJIOveOFLq628XaK8U+Ur63fcdnEyDa/S1S/rjtkea3hF8B2Hevvo4/Bzxj076Sxp2noEpa/61zc1i8U89lyVNsvKdmy/wbPR9KKvai2t6VfjthznU8m7fd82bC21222zxh0e9LYS1I/17mwlo+l8gQYQFh5bUKJEECgQgTatWklG6zdVx548mVvdP4PZga+1975WLbbsl9mJdRBavrFjU5xrzN/6XMdLKaL/rLj8FOukh233kgO2rO/96XPyF/HmduhzUilPLb0dXDXSYP2yv9/5G8zHw7cd3tZd61VUslfb5n1qPlllE5BPdd8saq/lNJZ4Pz0t99qQ+8WT9+ZmZd0quV7Hn3JG2C43lqrJs7fVb9Venf3ZmDTXy1qm+gJl8aCP6AwcQFMArb6bbvZ+t7t7p78+5tebDz67L89o603XS+NrPNp6Iw0vzezcWz9h3Xz6/SJLTaW2bHEP/S2aZ988b189Nm3Xgpffvs/+c7MgqK3+XG1TYlZ1jhMp//XttWLzJvvecYbxNDb3KZaF1vb1Ego5god9KX56aJfnPrPXf2OzSpm1t5ump/mq4s+1/Looq+5g4+/zOtXLjv7SO92h9rPjBozwdueRiza+jlXP3DlzX+Tu/72olxy5hHmFuKdzMDacd7/xQwktuV/7KED8v2c9nl6a79NzGyn++62dWqxGNX2Cqyv7Tff/9RznzBpqtx6/7OicahfbupgsY3MBz76AajehlIvmPU2FDoDrA4oibtEtb0r/axjz9XPZh176mfrB5LGXpLXlt5CPPgevIUZOKu3atJ1+gVNnCVOP15qbMTJ3+bnskkj9mz5u3yTxp6rfl98M8I71xxnbqGpfZnOAqOv/43XX/IBr63scexd+dve41w2cfKPE3s6Q4Ke351gZugLLq5+Kbhv1HObn6vfSSP2bjWzq7370Rdm9u553gf3dz3yktev6+B813v+dltuIC+/8ZHX3+vxek2yyQZreIOMouobXK+3SLnipofle3P7Yn3PH/bZd/KyuUW2Xt/4i+09yWbnH297TPKenkbsufK3tU0asWdL31W/rGNvSzODtsbHvaa/0fOitz74TD7/6kcz0/qS2/iWI/Z0EK2+HgYfvKt3TReMpSxjT7/AXXXlnt51pfa1et39nDmf0lt9rbdWX2/m+6Tvua7Y035ZZ5fWNnjs+de9c78TfpsN0tU2Qaew565rJ1e/kzT2XLHtek9IGnuu/F1tkzT2klxLuMoe1t6F62z56762a42sY8/Vr2Yde670s4499c/yWsN1PmmrXxqx58rfdg2eNPZcse06F3bFhqbvWq665RHvXFbPtz798gfv9sV/MHdW0cX1urS1jStff7stf1vbuGz89G2PtvT1uKyvNWz9ml/uqM86s469rK81XP2q6zo2aey58lf/qM8Y0og9V/vZ3tPT6Pdsse26DnOV3Y9d26Mtf1v99M5atnNhW57+Nlfbu+qXNPZc6Ws5oz5jyDr2ynGtYWt7rbte4+j70a9jJ8qQa+6X5uYHqgfsseSOXnHsNA3XEuVr63dcNq48g9uj+vWsrzW0DLbrWNtnAGnEni1/13WgrV+I+9my5h/V9rrNdj6SVuxFtb0t/XLEnut8Mmm/p7622NP4ivqMIY3YS1I/17mw1o2l8gS4hXHltQklQgCBChK48NSBcoK5de1GOx3rzfCkt3UdsMNmmZXwYXP7zL+YD5785R+v/0cu+NOhcqAZMKi3VtUP3Z566S3vf38fvQAI3i7CX1/sYzHpV3kT5Zvp8osYtOIsjxn/ogNjLr/xIW9XnX1H/XU2Bl32MwN4Pv96hOw16CJpaGZcamMG01x78fHelz3eDin+U1g//QXPn88Z7P2654k9TvLqvYW5lfEpZuaItBZX/S485VDvS+BLr39AGjWqliGnH+7NCJlW/l8N/0leMV8q33fD2TWSLCY2ahwcY4UORNXZcM667A5v8ITe3uhYcwtH/5YPwSQK2ya4LcnzQ064XMaZMuh04nqr7NOP2S+fnKtt8jsW8UQHA+uvkXXR29vo8s5zN3ttaut3irHyEg35RwfpbrPPKfkt6203WDZcZzW5f+i53uDY/5mBabrsd/QQ71H/ad+2lVc+nfUyaSza+jntWmz9wGdf/+h90Xv25Xfmy6ZP7r/xHNlw3dWXWRf1hzX/qINC1pcai7a21wHhV936SH5Ap852ep3p5/xFX/d/MrdP33S3EzwHHUB9sbkNXtzF1vaahi39rGPP1c9mHnum/rZ+IGns6cDzrF9btjhw9eNJYsOWr7/N5te96wpWmzRiz5a/q+9IGnuuttcfitz18Ity9a2Pelw6+/IFgfOfJGXXBF35Z/Ee57e7PrpiT+t/0z1Pe7c66WFioXCx9UuF+4b97fKznd+lEXtTp82U4865weuztXw6G8C1Fx2XL6rtPX/vnbeUDz/5RnYdeK535t3DDJy//apT88e6nuh5+odmNme9XYi/6OxHxxyym/+n9+OkqPMRl10+kagnZXhPj8raW+/I39U2SWPPlb6t7FnHnt7KSn+ModcVQ83rT3+vNnC/HcwM65t7xSpH7Olg6ebmnP+A3Zd8mRX0yDr2rjh3sAy96ynZ+ZCzze2Dq72ZIa4496gaAxmDZSrquSP2dFDvwebaQxft92645ARv5kP929U2uk8xS9j5qq3fSSP2bOVzvSckjT1b3t42R9skjj1nAZbuENY2S7dm88x2rVGO2LP1q1nHniv9zGPPNGmW1xqu88ms6+fK33YNnkbs2WLbdS7sio04r0b9kcZDT73i7arnX/rZ8dGB8y1bGmm0jS1/W9vooFbbNaqt3P42W/q6T9bXGra21/xtn3VmHXuuzzjSiD1bv+q6jk0j9mz52z5jcL0ute1ci6v9sn5Pt8W2Tnxguw5zld1Vd91uy991fBrnwra2d9Uvaey50td+KeozhnLEXhq+tjZ0tf29j/1THjQ/PtRb5q7/+77y+B0X53987LKz5etvs/m6+p00bGz9ejmuNWzXsbbPANKIPW0DW/5+G+ljFtcatrbXPG3nI2nEnq3tXelnHXuu9/Sk/Z762tre9hlDGrFXjvppHVkqR6DKTN259J4llVMuSoIAAghUlIB+qNLaDCxqaW5jyZKdgL4lTZg0zcyuN0+6d1nBGyhYmJtehE+eOt37sqVBg/JPpKszBOkv7Zo0aVxYtFT+ttVPZ4kZPW6idOvc0bsITCXDCkpE219nutOZ5cq96AdbC82sn93MF6pRi61too5Jst7W79SmldYpy1iM0w8kca30Y3UGMu1ndOr5qNtU6u0n9IMgnYUui8WWfjliz9bPZhl7cfqBLLyDaWZZv2A+pT63xUapacY9rhyxZytLlm2jH8Lpr8T11rZR5z+2sqWxrdzvccWWOevYs/U7SWNPZ97Q9Juac8eoft32nq8zWGj76AeipSx6rMaX3k5If6BTzqW239Nd+cdpmySxFyd9W3tkHXvar+nMFPpFj553FC7Le+zNmTvPe21FvS4LPYr52xZ7+qPAX0ZPMLOQtpTWrVqEJutqm9CDilxp63eSxl6RRamxe9LYq5FgYIWtbQK7LbdPXdca5Yg9W7+adey50s8y9rK+1ohzPpll/eLkb3thJY09V2zb8tZtrthwHa+zwkyaMl30FnX6g6Bil6RtY8s/adu46hIn/SyvNZK2fTliL8trDW0fW7+q9bN9lpw09lz5u+In6fak7Zc0f1tsu67D0ii7LX9X3dI4F3bFXpbXGmn4uYxs2135p+Fryz+q7XW2Mb3+7961ozQyP5YKW1xlDzummHWavq3fydrGVdY0+r2oPJJ+BhCVbl1Zbzsf0TqUI/Zs/U7Wsec6n8wq9uJ8xpBGDNVW/dIoO2kUJ8AAwuK82BsBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACB5UKg/FM3LRdsVAIBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBui3AAMK63X6UHgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIGSBBhAWBIbByGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCBQtwUYQFi324/SI4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIFCSAAMIS2LjIAQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTqtgADCOt2+1F6BBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBEoSYABhSWwchAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEDdFmAAYd1uP0qPAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQEkCDCAsiY2DEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEKjbAgwgrNvtR+kRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQKEmAAYQlsXEQAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAnVbgAGEdbv9KD0CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACJQkwgLAkNg5CAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAoG4LMICwbrcfpUcAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEECgJAEGEJbExkEIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII1G0BBhDW7faj9AgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgiUJMAAwpLYOAgBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBui3AAMK63X6UHgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIGSBBhAWBIbByGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCBQtwX+H+d1DjIPCEMbAAAAAElFTkSuQmCC", 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