From 9c4510891faef943e049c9dc9bb58483ca687258 Mon Sep 17 00:00:00 2001 From: Robert Haase Date: Tue, 31 Oct 2023 16:28:37 +0100 Subject: [PATCH 1/2] move final instructions to the end of the prompt --- src/bia_bob/_utilities.py | 24 +++++++++++++----------- 1 file changed, 13 insertions(+), 11 deletions(-) diff --git a/src/bia_bob/_utilities.py b/src/bia_bob/_utilities.py index bea3084..7a781e1 100644 --- a/src/bia_bob/_utilities.py +++ b/src/bia_bob/_utilities.py @@ -60,17 +60,6 @@ def create_system_prompt(): Do not set the values of the variables that are available. The following functions are available: {",".join([str(v) for v in functions])} - Before writing the code, provide a concise step-by-step plan - of what the code will be going to do. Always provide this text explanation first. - This plan must not contain any "`" characters and should be written in plain text. - Then print the code. - Importantly, the code block must start with the line: - ```python - and it must end with the line: - ``` - There must be no text after the code block. - If the request does not require to write code, simply answer in plain text. - ## Code snippets If the user asks for those simple tasks, use these code snippets. * Load a image file from disc and store it in a variable: @@ -93,6 +82,19 @@ def create_system_prompt(): import stackview stackview.curtain(image, labels) ``` + + ## Explanations and code + + Before writing the code, provide a concise step-by-step plan + of what the code will be going to do. Always provide this text explanation first. + This plan must not contain any "`" characters and should be written in plain text. + Then print the code. + Importantly, the code block must start with the line: + ```python + and it must end with the line: + ``` + There must be no text after the code block. + If the request does not require to write code, simply answer in plain text. """ return system_prompt From 74dc6348552d72053a4b9f4470021c8d193cf63a Mon Sep 17 00:00:00 2001 From: Robert Haase Date: Tue, 31 Oct 2023 16:31:35 +0100 Subject: [PATCH 2/2] rerun notebooks --- demo/analysis_workflow.ipynb | 79 ++++++++++++++++++++++-------------- demo/basic_demo.ipynb | 57 +++++++++++--------------- 2 files changed, 73 insertions(+), 63 deletions(-) diff --git a/demo/analysis_workflow.ipynb b/demo/analysis_workflow.ipynb index cd89e6d..42dda38 100644 --- a/demo/analysis_workflow.ipynb +++ b/demo/analysis_workflow.ipynb @@ -20,7 +20,7 @@ { "data": { "text/plain": [ - "'0.3.0'" + "'0.3.1'" ] }, "execution_count": 2, @@ -41,7 +41,9 @@ "outputs": [ { "data": { - "text/markdown": [], + "text/markdown": [ + "To load the \"blobs.tif\" image file and display it, you can use the following code:" + ], "text/plain": [ "" ] @@ -57,7 +59,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "848188d1-728c-4772-8b99-e6be608fb626", + "id": "4b4ac42c-3124-4b25-8930-5f893ca291e8", "metadata": {}, "outputs": [ { @@ -100,7 +102,10 @@ "from skimage.io import imread\n", "import stackview\n", "\n", - "image = imread('blobs.tif')\n", + "# Load the image\n", + "image = imread(\"blobs.tif\")\n", + "\n", + "# Display the image\n", "stackview.insight(image)" ] }, @@ -112,7 +117,9 @@ "outputs": [ { "data": { - "text/markdown": [], + "text/markdown": [ + "To segment the image stored in the `image` variable using thresholding and connected component labeling, and to show the resulting label image, you can use the following code:" + ], "text/plain": [ "" ] @@ -131,13 +138,13 @@ { "cell_type": "code", "execution_count": 6, - "id": "3c76a50a-1017-470b-80de-5efc3849b240", + "id": "53739416-bb77-4ee9-95e2-b219fe582618", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4000836ecdb145dfa369d0500a594c44", + "model_id": "edeecc98783d49a79bf185afd69b8deb", "version_major": 2, "version_minor": 0 }, @@ -151,20 +158,19 @@ } ], "source": [ - "import numpy as np\n", - "import skimage.filters as filters\n", + "from skimage.filters import threshold_otsu\n", "from skimage.measure import label\n", "import stackview\n", "\n", - "# Apply thresholding\n", - "threshold = filters.threshold_otsu(image)\n", - "thresholded_image = image > threshold\n", + "# Threshold the image\n", + "threshold = threshold_otsu(image)\n", + "binary_image = image > threshold\n", "\n", - "# Connected component labeling\n", - "label_image = label(thresholded_image)\n", + "# Label the connected components\n", + "labels = label(binary_image)\n", "\n", - "# Show the label image\n", - "stackview.curtain(image, label_image)" + "# Display the label image\n", + "stackview.curtain(image, labels)" ] }, { @@ -175,7 +181,9 @@ "outputs": [ { "data": { - "text/markdown": [], + "text/markdown": [ + "To measure the size and shape of the segmented objects and store the results in a Pandas DataFrame, you can use the following code:" + ], "text/plain": [ "" ] @@ -194,14 +202,14 @@ { "cell_type": "code", "execution_count": 8, - "id": "20709291-3541-491d-b482-8e2228632bfd", + "id": "656e41a8-a810-43da-bf98-800bed552f47", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " label area perimeter eccentricity\n", + " Label Area Perimeter Eccentricity\n", "0 1 433 91.254834 0.876649\n", "1 2 185 53.556349 0.828189\n", "2 3 658 95.698485 0.352060\n", @@ -220,15 +228,24 @@ ], "source": [ "import pandas as pd\n", - "import skimage.measure as measure\n", + "from skimage.measure import regionprops\n", "\n", "# Measure size and shape of segmented objects\n", - "props = measure.regionprops_table(label_image, properties=['label', 'area', 'perimeter', 'eccentricity'])\n", + "props = regionprops(labels)\n", + "\n", + "# Create a Pandas DataFrame to store the results\n", + "data = {'Label': [], 'Area': [], 'Perimeter': [], 'Eccentricity': []}\n", "\n", - "# Create a pandas dataframe from the measurements\n", - "df = pd.DataFrame(props)\n", + "# Populate the DataFrame with measurements\n", + "for prop in props:\n", + " data['Label'].append(prop.label)\n", + " data['Area'].append(prop.area)\n", + " data['Perimeter'].append(prop.perimeter)\n", + " data['Eccentricity'].append(prop.eccentricity)\n", "\n", - "# Show the dataframe\n", + "df = pd.DataFrame(data)\n", + "\n", + "# Display the DataFrame\n", "print(df)" ] }, @@ -240,7 +257,9 @@ "outputs": [ { "data": { - "text/markdown": [], + "text/markdown": [ + "To plot the perimeter against eccentricity using the Seaborn library, you can use the following code:" + ], "text/plain": [ "" ] @@ -257,12 +276,12 @@ { "cell_type": "code", "execution_count": 10, - "id": "d5b49a68-9e97-47cc-96b5-28aaf591394e", + "id": "60851234-6838-452e-b6f4-935162a0d9ac", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -273,12 +292,12 @@ ], "source": [ "import seaborn as sns\n", - "import matplotlib.pyplot as plt\n", "\n", - "# Plot the perimeter against eccentricity\n", - "sns.scatterplot(data=df, x='perimeter', y='eccentricity')\n", + "# Plot the data\n", + "sns.scatterplot(data=df, x='Perimeter', y='Eccentricity')\n", "\n", "# Show the plot\n", + "import matplotlib.pyplot as plt\n", "plt.show()" ] }, diff --git a/demo/basic_demo.ipynb b/demo/basic_demo.ipynb index f855d76..448713b 100644 --- a/demo/basic_demo.ipynb +++ b/demo/basic_demo.ipynb @@ -6,7 +6,7 @@ "metadata": {}, "source": [ "## BIA Bob demo\n", - "BIA Bob is a Jupyter-magic based assistant for interacting with data via code" + "BIA Bob is a Jupyter-magic based assistant for interacting with data via code. " ] }, { @@ -21,7 +21,7 @@ { "data": { "text/plain": [ - "'0.3.0'" + "'0.3.1'" ] }, "execution_count": 1, @@ -50,7 +50,9 @@ "outputs": [ { "data": { - "text/markdown": [], + "text/markdown": [ + "To load the \"blobs.tif\" image file and display it, you can use the following code:" + ], "text/plain": [ "" ] @@ -66,7 +68,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "21a125a5-0157-4b8a-bd06-f63e25e328e8", + "id": "37f7b36e-2278-405b-8af7-bb97f8281713", "metadata": {}, "outputs": [ { @@ -109,7 +111,10 @@ "from skimage.io import imread\n", "import stackview\n", "\n", - "image = imread('blobs.tif')\n", + "# Load the image\n", + "image = imread(\"blobs.tif\")\n", + "\n", + "# Display the image\n", "stackview.insight(image)" ] }, @@ -121,7 +126,9 @@ "outputs": [ { "data": { - "text/markdown": [], + "text/markdown": [ + "To perform the requested tasks on the \"blobs.tif\" image, including loading the image, segmenting the nuclei-like objects using Otsu's method and connected component labeling, measuring the area of the segmented labels, and printing the area on top of the labels, you can use the following code:" + ], "text/plain": [ "" ] @@ -142,29 +149,14 @@ { "cell_type": "code", "execution_count": 5, - "id": "80d11307-dc72-4f4e-84bf-b1addb01e9fa", + "id": "30e97155-8314-4629-9d86-45ddc1078430", "metadata": {}, "outputs": [ { "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "10187bb0707f413a93a4b2c33ace76c7", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(HBox(children=(VBox(children=(ImageWidget(height=254, width=256),)),)), IntSlider(value=127, de…" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", + "image/png": 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yc8slgXemk8iGw2H1/nkz+SGEEELylg8+AObOBYYP/2HdtdcCG7/r+OgjYK+9gJUrgUCgfV19PXDeecCUKekuLSGE+AZlb4QQQkh3JhwGTj8duPnmHyY2wA8THwCoq+v8OwA46yzgT38C+vZNRykJISQtdLvIj0sI3ERyyZBCuuZyOkLpthI4DbW1tbFlSWLgVTJTKTSbiy4i8fVg/myG+qW6k+rCNsGYrUOfRlKikSRI2Jbf75C5aztzSQSnwSvHHalObY/vgiTN1ODq3uWHi5Pm+BqkMmiu2ckt8s9/Bn79a2DUqE1/d/75wOzZwJo1wJw5P0yAnn22fUJ02GHAU091fY4uMK/RfNYAOufJbE6q7YcE3OyjGqnbKOPemttLyUy9Klv8OaR7I8msqqurY8u28lfbfpBOx1K/HWdtSSZVdElmautW6EJXY7hNHTLyQwghhHRX3n4bePdd4LTTEv/+iiuA+fOBRx5pj/I0N7dPes4/H7jpprQWlRBC0gEnP4QQQkh35bXXgC+/bI/6jBwJLF4M7Ltve2THZK+92r/xmTcP+PRToKYG2HHH9n3+9S/gL39p/0cIITlOTsvewuEwgsHO8zevnDo0UjeNjMRV1qNxC5MkcBLZHPrN1PFtj5OKBMdWtqK591KZNBI4yREuV3AJ1SeTwGlkiC7uOLbSRq9I53nN5Ihm/UoueZJDotTWvbyWTLlWSv3PXJbqy4rzz2//t5GRI9tlbD/6EfDNN8Dmm7evf+cdYMUKYPRooHfv9uWNHHccsP32ndzeNPWuTbStkeBqkoTaum35keDXFmks0bhLmstVVVVdHtNE637ZVZnj95f6r/nuJLV9TfLadDq/mWRq3NagaUNm+4jfLheh2xshhBBC7Ghra5/UrF0LhEJAjx7tER6PvhEhhJBshZMfQgghJF9YsOCH5Tff1O1z111+lIQQQjJCTk9+GhsbN5G9ubhQSaFbTZg5WRm7Om8q4Udb5yqNy5C0jd8yOb9dTmwTv9qSzO3NxLz/Uqjf9dwb0SQ89dsxKRtcmDTEtwmv2qNLu1OVIRxGn8svR9nrryNaVITw+PFYec01GHHccSisqUGkRw+EQiE0HnEE1p90EkpKShD87juU/fGPCNTWIhAOo2XvvdF4ySXtSS5TKKeErXzHLxmJZkzLFLbJhDXPkmyT45gkc5G0daQ00UhbNev9xvbdROM4a8pLvXKgdG1DkjxMkr/6nXDZZXuTdLYbr95jk7UJPxxL/aYrh0ybZ3dOT366K5U33ICq66/HomeeAbbZBr2mTkXhvHlAIIBoYSHq/+//0LzLLgCA8iuuQJ/nnkM0FAIArDzhBKxjQjpCuj19rroKCASw6OWXgUAAIeMbjWUXXICG3Xbb5DuR0j//GS1TpiB88slAUxMq9twTLS+/jNa990538QkhhJCMwMlPllH06aco+fBDtBgfB66bPh3RXr0AAAWffoo+Rx6J5Z9+CgQCaDj1VGw480wAQGj5cgzde2807LwzIh3bE0K6H4ENG9DzX//C92++GcvL0ta/v27fdeva/29qAlpbER0wwLdyEkIIIdlG3k9+JJcMKczsp1Qj0NyMvtOmYcW112LQMcfE1keNiUxw3TpEjSzc0V69gI5QX3D9eiAQQCAaVZ9TIwvxO4mVSyjaqySZtsdJRRqVTtmNy700yVQ4PJNONLYOby6JRDUSyUQUfv89Ir17o/dNN6H0zTcRKCtD/dlno3mXXVBQUIDB116L6I03IvqjH6Hxz39GZORIlJaWInL11Sg+7DCU3HknUFeH1gsuQNGkSV2eV0qkrLkujfzPxUkpWV/yW1LrlVuYRoqcDVI9DbZS6vjfpXOcdGlrtomINefSOHXZltmPMTyZQ6ZX0jJbmaMfbcXv558mIbWEX+5zLsmwe159Ncqvvhor//MftP7oR+hzwAEINDYiEAwi0NqK0JdfYt0bb6BtwgT0OPZYBL/7LrZv6LPPsP6++9CSRLlklifR/W5ra1OXNe8nP9lEvxtvRMOBB6J12LBNfld+2WUoeeopBNeuxZrbb/8hCzeAirvuQsV996Fg2TIs/etf0WbogAkh3ZCWFhR+/z2aN9sMteeei/LqalQdeSRWvfYa6m64AZEhQ4BoFL3uuw89f/UrrJs7FwBQcMcdaDvqKLSddRawYgWKpkxBdMcdEdltt8xeDyGEkJyl6NNPUfjBB2gdMiS2bvWTTwJon1AV/vvfKL3ySrRNmAAAWH/33bHtQh9+iJ6HH46WPfZIW3mZ5DRLKP3oI5R++inW/frXCX9ff+GFWPn221jzj3+g/K9/bc/C3cG6447D4pdewtLZs9F31iyE6urSVGpCSCZoHTIE0WAQDQce2P7zhAloGz4cBV991T7xAYBAAOETT0Rw4UIEamsBAKGbb0bbxjGmf39E9tkHwTfeyMQlEEII6Q6Ew+g7bRrWXX55pz/MmxTffz/Cwvtt0f33o/nww4HiYj9L2QlGfgQkiYttqNskmbSq7N13UfTddxi2664AgIJlyzDo+OOxcsYMNBp/lW3cYQeU19ej7aOP0Lzllp2O0TxuHFr790fZO++gfp99xPJpkmF6JZuSzmviVeIxjXRNkzTRy/C5dL5MJRXV3AMXlySv7qUGl/vk6gCoSYSqOXeq541UVaFx551R+vrraNx9d4QWL0bo++/ROmIEStetQ7Tj+58ezz0H9O+Pko4JUXTUKARfeAFFv/sdsH498PrrwPnno6CLckuyFk1SST8kjNo6zDapmMaFUeP8Ziu/8grb+tRcb/zP6XSktMVW3mXryup3gmXpXBqStTkXx1nbc9ue1xaXOnXpHyaa8dNVHuxlf6q67jo0HHggGvr1Q+9oFE1NTWgxri1YU4OC//4Xq6+9FptMb5qaUPToo6h/+mmrcya6/paWFvX+nPxkCatPPBGrTzwxdkOHTZ6MZbfdhpYxY1Dw3XdoHTUKAFD88ccIrV6N1uHDAQCF336Lls02AwAULFyIki+/RHjMmMxcBCEkbaz661/R7/zz0efKKxEoKMDaq65CtHdv9DzsMATCYUSDQQT69UPzv/4V26fltttQ+Mc/AjfcALS0AAcdBBx2WOYughBCSM5S/MEHKP7kE9See664Tdkjj6Bp770R7dNnk98VPfkkImPGIDJ+vJ/F3AROfrKdtjb0P/dcBOvrEQ2FEC0txfKZM2NublVXXYXChQsRLSgAQiHUXHghmjn5IaTb0zp8OGoeeABA578O1v/nP7Hl+L8aRrfZBs2vvJIzeR0IIYRkLyXvvIPC6mpZtRSNovThh7F2xoyE+xfdd58oh/OTnJ78VFZWIhQKpTUJp+TeIrnDmS8fZkIyyb1l4/ar3n0XBWi/QWueemqTc29k+axZm4aTO7bzQ7omoal3zXltQ7wayZF0TI08UYPfjlLpQCOx8MoJLJfwy1HHCzT3zCRT5de4mmVS3mQrNZLGes0Yq3GqkuRh5vND8xzyA43syyzz0qVLY8s1NTUJt4k/Vjod7mzdFr0qj0ZaLL1HaCRwCY/f1AT86lfA558DZWXAwIHAP/4BjBwJvPce8Ic/tG/T1AQcfzyw8S/5xx0HvPQSijr+ah/ZYw+0Xn656jo199X23cT2eWvbp23H1VTcDdOF9rwucvi1p5yCtaecEvs5ploaOxYAUPK//yHQ3IzmyZM32Te4cCEKPvgADffeqyqnl+T05IcQQgghhCg46SRgypT2j9Jnzmz/+YUXgBNPBKZPB375S6C2FvjRj4D99wc2SpHOPx/Nv/tdZstOcpLy2bOx4cgjgeCm/mpF992H5gMOACoq0l4uTn4IIYQQQrozJSXAL37xw8877QRcd90PP290iV2/HigqAgx1CiFaFr3+eqefV159tRg1arrwwnQUKSE5PfkpLS3dRPbmFZpQphmWji/XRmykbjZIZbINwfqRUC8Vt7tEaOpISjqrqVNJwmHrLBO/vebavErO6oKLlFA6TjY4MpmkQ5IoSZCyQQKYqbZltoM6w3pfcvWSHL6kY3qJJDWSxhZpG0muJjlqmpjraztsyZOdy3yWSGNXOu+9dI2m1M2UwJnL8fv43We9Or5Xx5Fkiy7LKm64ATjggPblO+8EDjwQuOgiYOVK4NZb22VxG7nmGhTNmoXosGFo/ctfEN16a/GwtjJXzTuIyzuFpu9qJIaa89omZnXBNtlrfB3a1qlX7T0b3n2AHJ/8EEIIIYQQC2bMAL75pv2bHwC46qr2f0ccAVRXA7vtBuy4IzB2LHDZZcCgQWhubkbw3/9G0UEHITxvHtCzZ0YvgRAXmOSUEEIIISQf+PvfgTlzgGefbTc+WLUKeOyx9okPAIweDUyaBLz1VvvPQ4bEvteIHHggouXlCHz9dYYKT4g35HTkZ8CAASgsLBR/r3HbcHHNkeQS5r4aqVuyc7mESzUhZK9c4LxyYJHCz5pwtYszi0aOIx0nFWyd6fwgncncNNjKBf3Cthy2clFbSaa0bzZI7DRjiR/S2mTY1t3gwYNjy4MGDYotSzIzqd4l6Ze5LG2vcXvTuI5KUmyv0CTINqVukuyturq603HN32meSV5JdiVcnmca/EhaquKaa4AHHwReegnYKMnv3bv9e6DXXgN23bV9MjR3LnDuue33YvFiYOhQAEDgf/9DoLYW0RTSaUjtWjNuSGgkbVL/NtdrZG+atm+2Y827g627nUui8fj1thLDbHA77aoMra2t6mPl9OSHEEIIIYR0weLFwNlnt0d2dt+9fV1xMfC//wGPPAKcdRbQ2tqe/Picc4AddgCamlB40kkIrFgBhEJASQla7r8f6MgzSEiuwskPIYQQQkh3ZuhQIBpN/Lu99gLefz/hr1qeecbHQhGSGXJ68lNZWYmioiJrVxDbRHMaNBI4vxImaqQnGlmXi4OciVd1J4WupXC1VO9S2aRwdbwTUaLtvSTbklKa2DrfacgGF7RU0PQtyR0nm++xBlvZrMbJTSNLlo6vbUOasWX06NGxZY0ETiOplWRgEtJ1ms5vtlI6E5d2Ziv3MZfnz58fWzalbvGyN43U2G80zy1b90vb4/uBV+d1lXq7vI9oHMKk94XxG3MVARhjyPWk/q2RtZrlMfu3ub3Z9m3dDP1wXIvvV1K9mw7FXj2rbSWM6YCGB4QQQgghhJC8gJMfQgghhBBCSF7AyQ8hhBBCCCEkL8jpb34GDRqE4uLiTus0WnwTSVspLUvf7WisK9OhadTYF9pq8F00w9I1S5aTpv7eXJb0vLb25Oa1aDK4m2g0y9mIy/3zI9u69O2GbeZnTZ9OxVba1k7UvP9m25HKYWujn6ys2YTGrlnS9Euk0g40dSd9/yN9ByCNCdI1aJ4TmvarqUfpmC6Z1G2/5TK/ezC/55Fsr+PHTNtvlaR7Y9vPvEr1oPkOTIPmGWxrs5/ubyw1bVayhNbcD41lvfnuYH7nY66Xvm3R1JdU15r3QM09y+Q4n8u2183Nzer9GfkhhBBCCCGE5AWc/BBCCCGEEELygpyWvVVWVqKkpKRTaE6SnXglTcqkpM3ENrO6V1bXJl5ZWpuh6AkTJsSWTYtKjQRFQmPXbN4/qU6kNhR/fOneuEhPTGzlHFLZXMrggsYO2iuppZfll/qTiSSl1MgqvSqbhB8WvC7jja39q0kq4600Xktji7SsseiWzmsuazLAm9jaZ1dVVcWWbe+9rdTNlDFJltaS1EmL9PyQUh9orllzL72S/mqOr5GMaSSPmcS8HqmNSOs17ULqu6Zk1XynMNeby5r3t3Tak/tx/7Tlt01nIpEtbVADIz+EEEIIIYSQvCCnIz+EEEKIn1S9+y7G3nMPApEIAq2tWPSrX2HFlCkYes892OaZZ9Bj6VK8e9FFWLjllpkuKiGEEAU5PfmprKxEaWmpGCrWhLdtnVNyCVsZm7SvhCbEqcmqLoWoNRIUW2cSyYFLkl9J8goTv9qKH/K2bG7X0j0w8SOsHn8uWxcuafzRSHAl6YWtHNClrWjQjJ8aSZtLu5SuUXv/JCempESjmHj55fj0hhuwYbPNUFxTg22POQZLJk3Cii23RPUOO2DrG27QHSsFzPoy5UEal04p87zmXCYaxy5bGVMyhz7JwUuSNZnbSMfRvAtI1+8ijdPIuDT9o7a2NrYs3VdT5miSDjmVRg4puf3ZjmnS81mzLLUP6V3AxFbuauvy6DfJ5PmafWxdA71yQLTpc/X19erj5vTkhxBCCPGbgoYGAEBo/Xq0VFQgUliIdePGZfUfEwghhCSGkx9CCCEkEYEA5l10Eba66CK0lZSgoL4en/zlL4gWFma6ZIQQQlIkpyc/paWlKC0tFd0/NHI4Ca/cL9KdJMpF6qeRpGilJxuRZGPSskb25hJOtXUCkyQYyZy/JPmSV9jeMxNNefxOiqeROWgkcOnAJfmiJsmyhEsb8qP9SW1OkuPYOkpK57Idb1LdTipHoK0Nwx94AB9Nm4a1Eyei4quvsNVf/oK5t96K1oqKlI/d1Xk3onECs5VU2pbBvMca57dUEkBLz3DT8dN0ApWk0ppng+b559V6E40MXSqbJHUz68q8T6YEzsVx1CSZ86mL25/L+GZev3nNGtdNWymoy2cEGtKd8FRzbZpnicYB2eWTEpt+1tARoddAtzdCCCEkARXV1SiprcXaiRMBAOvGjkW4Tx+UGy91hBBCcgtOfgghhJAENPbti5JVq1C2aBEAoHTJEpTV1GDD0KEZLhkhhJBUyWnZ20aksJuJH84btmHvdMh3JDmWFKZ1SY6ocU5xcWPxyl3ERArpSo5ammuMP2+mXAP9TtKnkQykM5Gr7TElktWPbfI7r5IpS9i6unnlGCjJoCS5kySV8kpObKJ1Dktl/G3u3RvzTj8dW11yCaLBIBCN4ss//AHhvn0x8sEHMfSJJ1C0di22uf56bFlYiDeuvx7NvXpZS5y8kq9KclGXduBVwtpkz13J/VMjdZNcOE0kNy/peaDpQ9L907R36TgS0vFNKZnG5VBqH7byrvgku2aZ5s+fn7B8tmOjxnVV4xRrK5P3alwyz6txitXIH02k+625x4Auca5mLHWRdNvKVLtKNL5+/Xp1ObrF5IcQQgjxg6W77orafffdZP2Co47CgqOOiv1M5zdCCMkNKHsjhBBCCCGE5AXdOvKjkWtpwtsa2YImpKsJS6eCbdJBySlI85dLKUwphUFdko1J2Dpw2SY21Ujjkkk4vHJnsZUjSdtIx7Qtp20IXBPSltypJFzkQVrZk1eOji4uRunEVmKgSWhoK5XyElepm9dIY7Kti5hmfPPD7U1qB7bPv2TlMeVL22+/fcL1GidQE1v5skYOJyFdv+b5mqrER1s2SaJt29eT9V2N25utw5v0HiFJHm3dYV3c91zelVykkLb1pmlDQGeZslTvlZWVCffVjDOaduryHNrIhg0bujzPRhj5IYQQQgghhOQFnPwQQgghhBBC8oJuJ3uTQrxSuFeDRlamCaWnUh6XcLQmvKrBNqzpu9SkqQk9fvc7hL76CtHSUkT798eGa65BZPhwlJ1+OkIffwwEg0BhIRr//Gdg0qT2cj34IMpmzULh/PlYfdFFaPzNbxIeXpO0K3nx7Nx7/EZzPbaSRI1zn4mLy5etZFPT7l3bqEauYCvpM7F1rdQcRyPDMJfr6upiy9I90Ejd0u1+qHFHkpy9bKV4Ghm0KSmxTTBtYiuBk8rp4rCkKbM0ZiRzaBszZkzC7UypjUbK5BWa40uyOnO9WWaNPFbz/JZkpy5opJnJJEde9X2NZN5W3mbiInXTbG9i65KrGZ+8RPOsktbbvhPajicaea357Em0bVfk5OSn7KCD8DGAwX/9K9rKyvDygQdi1dChKK2vxy/uvRe916xBWyiEu37yE8wfODDTxSU+ED72WLTutRcQCKD4tttQNnUqGubMQeOMGYj26gUACM2bh54HH4yGefOAQAAtW22F5TfeiMpbbslw6QkhhBBCSCbISdnbhrvuwtYA5lx8Mb6YMgV7PfggAGDnJ5/E4qFDMfOMM/Dvgw7CCf/5D4KRSGYLS7ynpASte+8NBAIAgNbtt0dw4UIAiE18ACCwdm1sGwBonTABLZtt1h4VIoQQQggheUdORn5ghMILN2xAIBhESUkJtvjoI7z8pz+hpKQEtWPGoKFHD4yvrcW3Q4eq5CIayYAkdTORQoK2DjLx59O4LHmVXFBzbV4hlccMaScLLRffeitajDwcpdOno+DxxxFcuxZrbr8djZaOKl4lBwTs3clscXEU0zjlaKRx5nFMyYpXSRwlJyGzD3iZPFPqsy7HMXFJUGnbNjWyG1uHSBdXt3TKPQGdZFlyOpKOY+IiS5akHdLxbaXbLn3OxW1KaqNScsr4nzVuXhJeJag0SZYosiuk8VNzXzVJyk1sk2RK+6by3uAiw9ckDzfrrqqqKuF623FbkvhK27jId23lyn6QrMyaZ4CLe6QmYbZGZt2V7K25uVldptyc/AC4G8Ah55+PQCCAZ/7wBxQ3NCAQiaCxZ8/YNrXl5ehdX5+5QhLfKbnmGoTmz0f944/H1jX+5S9oOu88FL3+Osr/+lesfeghoKgoc4UkhBBCCCFZQc7qf44F8MAVV+CjQw/FpEcfBQBEDYkT6f70uOUWFD71FBpmzwbKyjb5ffPkyQg2NKDoq68yUDpCCCGEEJJt5GzkBwCKi4uxdO+9Memuu2LrShsaYtGfqvp6rCkvdz6Pxg3IJXlkshCtFAo0Q36SDMUPZyHbpJEatxTNcjy97rgDxf/+N1bNno1ocTHQ1AS0tiL0/fdoGz0ajY2NKP74YwRWrUJD//6IGOVoa2tDS0uLeGyvQt1e4iI3kSRtptTElJdIcgOpXUvHd0kEp3HjsnV4S7fcQCO5MtG4R7rI3jTyHY1kxUXG5YKXSWrNujPlk5JTl61Tnleyv2xI0qpBkvVIY0O825ska7J9xmjwyvlUQhozbZNtStiOKxr5o6vkUfOclK5f6mdSPdpKU00C4TB+NG0ayhYsQGtREcJVVfjyzDOBykrs/Kc/IRQOIxqJIBCJoNeiRXjy0ktRN3w4ei5fjj1uvx3F69ejoKUF1ePG4b8HHrjJ98Oa9qFx/dV8XmGiaWfJjiPd20TSsvjtzb4slVvTZs1zSdK4rpKcJnuviyf3Jj/r1iFgPKwGv/MOmnr0QLhHD1Rvtx22ffttvLn33hi4aBEq1q9HddwgS3KfUE0N+syYgZbhw9HnsMMAANHiYqyeMweVU6ciUF+PSCCAaGkpls+ciUiHCUKvJ59E/2uvRWjdOpS/8gr63nEHFt10E5rGjcvk5RBCCCEkDSz75S+xZqed0BQOY+jjj2Pctdfi7enT8dZVVwFof7EfMncuJsyejbrhwwEA2z30EBZssw0+22MPhFpacOBll2HEF19g4YQJmbwU4kDuTX7WrkXZ0UfjEwBDLr4YLZWVeP73vwcCAbxzyCH42a234sSrrkIkFMK9++yDCJ29uh1tgwahev58AJv+lWP1E08AiPtLRsdfEdYecADWHnBAegpJCCGEkKwhWlyMNT/5SezntePGYfhjj22y3ahXXsF3e+zRaV1RxztFqLkZwbY2bDCcZUnukXuTn2HDsP6VV7BVr164669/RVlZWSz81VhRgUdOOCG2aXV1dezF18X9RFovLds6hCULOUthPjMUaMo2/HYWsnVUMbe3TYSmSRLpR0JRjXzFLwmcRqJgm2hWcmMzEwuaEjiN1E06r8s20vaSFEmTIC0dUjcX5x+vEuRppA62yS1tXZ80kkQ/SKUvamR/mn5gm7wvnfUi4TIeasYhSbokjUNA52SmLs9Pr7bXIMmXpHcBjaupJP0x0Ti02kqFTVyfbbYSbU3ST1v5p+Yampqa8KNHH8Wy7bfvVObA0qXo99lneON3v4ut/++hh2Lfm27C+NdeQ/GGDXhnn32wcujQTcqZTrx87mrej831Zl/WOPdp3qmktq+RX2+kra0tYdkTkXuTH0IIIYQQQlJks0ceQY+lS/HJpZcC0Whs/Zj//heLt9kG4fJyoONle9zrr+ObSZPwyb77omTdOux39dVYNnIkFm+xRaaKTxyhJowQQgghhOQFw2fPxsC338b/pk1DxIyORKMY8/rr+Hby5E7bT3zlFXzdIZdrqqjAgvHjMeTbb9NZZOIx3S7y4xKy9cppRXIPkuQ7yWRvXiXR8yNZowuSZFATlvfDAUlKeCZJDZPVbTrlLBqJiSlpkxzeXJx1NGFyF8wymE5QXkk4MukCJ2F7PV4lJXaRbrnI/zKJbRuxlSNlg9RNg209aNy7NMuAzuEtk26bNmgkqJKkW5KAaWVcXeFHIttkeOVUJmFeg7mvKaOMZ/BDD6H/q6/ivSuvREF5eaeX4D7z5qGgrQ1rtt8eJcb34g39+2PM11+jepddUBAOY2R1NT7df3/07t1bJfWSyml7jbZ42WekdzYp+bBG9paqvC1+341EIpGE2yai201+CCGEEEIIMSlasQKjb7oJjYMHY7tzzgEARIqK8EaH09uwF17Ad7vvvomF9Zsnnogd770X4597DsHWVizabjt8v8MOaS8/8Q5OfgghhBBCSLemuX9//PeNNwDERQ46lj86++yEka81I0fi+YsvTksZSXrI6clPOBxGMBj0JZGmV6FGMyQoOQmZxJfHNizokvTMKyRJlK2rm9+yGI3UTSMjTLccQ6ojjdRN4+qmcQUz8Vt+Jkn7NNJJL9uQH5Jal4TDGlwkorb30sWp0LY8qVyXV7IgaXuvyiAdP51yMNvr0iQ5TSanlX6XDZJBl3ankcDZOpxpE4FvxCuZqivS9Wie+RrZrSYpsYSLLM3WFVLCRZJo68KrRSqHxonXJF1y6qhhXNEVNDwghBBCCCGE5AWc/BBCCCGEEELygpyWvW0Mjdkm9vTbnUoTdtRKSvxOnKcJy7tsb2Lr8OaHfMk2WaO0fbI6d2lfGmmAmSDQDLnburpJ+JX8LlUkGY1Le0rWT1xckCRs26/fY1Q6cXFz8qscErYSDgmv7pNLfdkmC7U9r3RfzT4qubglO74fzwONnMoF23Yj1YUkAXNJTOuCVy6SydA8b/yWP7q8X0j9wJTSm/hR/lT6ht/PEs1zNJOyVkZ+CCGEEEIIIXkBJz+EEEIIIYSQvCCnZW/hcBiBQMA6EahXrhoSXoZrXZy0XBx7/Nheqhczeagka/Ij/C45ztkua6WK0jYaKaEmmank9ubiRuOHQ5YLUp1oHOGk+xdPtsn+/JYDuLhZuciSvJICuuIidXPp37mOJNGS1ie735rxR9MPvHITTCcatzeNi2smJbEuLmcm0jNfkgC6XHM6+6XG7dO2rbu2V6/aux+uoOkgpyc/hBBCCCEmwyZPRrS4GNHiYgBA3SmnYP3++yO4ahWGn3UWChctQrSoCAvOPx/rt9kGADDg6acx+JFHULZwIar/8AfUHHpoBq+AEOInnPwQQgghpFuxfOZMtIwd22ldn6uuQuPWW+P7W29Fybx5GDV1Kj59/HGgoAANY8fiy+nTMey++zJTYEJI2sjpyc+aNWtQUlKikiNlg8NEKmE9v0O8fri6SWhC15qQvilrsq0TTUJYU4YnySX9wlbqZsrbTBc4czmbsXUCk2QR5r7JJG0ueCXt8AMXCYdX+9o6hGnKoJG+akmnzCWdyZql87pg26Y1ErhU3N4kJFnhxn2lZIc9nnkGq199tb2MO+yASN++6PPFF9iw445o3HJLAECwsLDL83uJRibvR/JoDam8B2SDPNhWdurVNpLMuqamJra8dOnShNukI1G3LX6c26u6TkQkEhFd9uLJ6ckPIYQQQkg8/c86C4FIBE3bbIPac84BgkEgEkGkT5/YNs1DhqDQeDElhOQHdHsjhBBCSLdhwd13Y8nTT2PxE08gUlmJ/n/6U/svAoFO2wWECBEhpHuT05GfZcuWoaioSAwjatydXMKLfierSsf5sgHp3khhbCmkrZEleeUMmEyS4JWsUnK70bi9mckFpWt2wUVGaiuP0iQo1tz7TMrTpHrJdScwvyUZZv1o+5KLZNfvNuLipqc5ZjZco4nW7c1E44wltYuN61sHD0Zrx3WuOPpobLbffoh0jJvB1atj0Z/CpUvR0oVE2CURrOYZpknWrBnH/HYYTEXq5lWZNNJATR3ZlkEj1dRI+M13VFMCZy5rZI4mfifuTTca6WxXtLW1qbdl5IcQQggh3YLAhg0IrlsX+7ni6acRHj8eALB+yhT06jA0KP7kExSsWoUN226bkXISQjJHTkd+CCGEEEI2UrB6NYZOnYpAJAJEo2gZOhQr//53AEDteeeh39lnY9geeyBaVIQlV1wBFLS/BlU98wyGzJyJ0Lp1qHz1VQy9/358fsUVaBo+PJOXQwjxgZye/NTU1KCwsFCUKdmGDr0Iu2lJJTTpUg6v5CkuMkEpJKwJmUvSLa9kbxo5nF/JPG0Td0rLlZWVCY9p4hISN6/ZD/mOBj+S3bniRwJe2+O49O9scKvTkEp9+u3Qp6l3Wxmepp/lirTFy4Tf2vvfMmwYvnv00USFAXr2xPpZszqXo6MstbvvjiW77554vwRlcOnftpJrTX2ZzwKvxh7tuOJVUmPbckvvFJJMXDqXpp9J98CUrklSN1uHN1uyUT6tGd80z06bZ1tra6t6W8reCCGEEEIIIXkBJz+EEEIIIYSQvCCnZW/Lly9HKBQSJUtSyF0Ko2kkcBLplo747bKkcafS1KkmXK+RQ0ghfa+kdxr3Mo1joJdoEp7aSh1sHYqk8mSDVErjvpdueZDf8oNMJrzzEy/d8Gzlr9mGH/1McxypfmzHjFT6ZTplOxp3NT+Q3kc0brVSnXr1XPQLP6Ru5vWbCck1uEgDNa5u1dXVsWXJ4U3jQuyC9t5nwzPcxPazE9cxnJEfQgghhBBCSF7AyQ8hhBBCCCEkL8hp2VtdXR2CwaAqdC25f2gkRBoZhSZRp5e4yARcyiTJIfwOoWrc4TRo2opmG7+S0UrtdJCRiE9yePPKiUjC1unP5T6lMySfjRIoF7mI7fW4OKK5uD/6hUbeprk22zaukf76PWZqxjQXNHWikQdJDlyA/+6qLgkkbc9lXrMkffKqLdri0v6SlcdvCaNGKqbp95JrrHQc6Z6Z8jZJ9iZJ7DVSL+kd1UXyn6xMfj97bZ2UbRKqM8kpIYQQQgghhMTByQ8hhBBCCCEkL8hp2VtNTQ0CgYD4e03CyMGDBydcrwkv2krdNOH2TCarsg2/+yEX0sgWvZJ22B4nlfPaJvSS2mlVVVXC9VLY3DUknohMuVC5bG+ilb64SLls26Btf8+GZHYaGVc6JXDxdZ5OVzdbCZUf5bF11PQDycnMdOMyx634Z2cyGVwibCWffsh6NOeyTXqZznHVy7boVX+3LZMpJZTGH/OY5nNUkl9JbcVsy5Kc0byvms8iTKT3T/Md1ZS/20rGtM5yUl828Xt817xrJbqeSCSiPgcjP4QQQgghhJC8gJMfQgghhBBCSF6Q07K3RGhcMkaPHp1w2TbJkhniNLENd0r7askGtyoXOU62uET5gUbqpnEitA1327YjWxcnl/PayqY0x8wGOVgq2NaFbfJJW/yW3bjICDXSlHSTjYklvcDlusxnnrmv+bzUuoWl0/XQBfNcdXV1sWUpoaVtUuZUXEe7IlMuc8lwaXdS3dnKCm0TnmuSlmqe8ea7qCl1s5W9SeWPf18195feZaVj+TG+a+iqDNFoVH0sRn4IIYQQQggheQEnP4QQQgghhJC8IKdlb+FwGIAcapNkQ2Z4ccKECbFlr0K8Unjb1fXH74R96cSrJHIaMimLMZHC1LYOby5JKTXYJne0lW1oZFx+J2uUypbsHH476LlI4Fzwu65t61NzvVpHN6/6hEaOY+u+ZOLHGC7VkVROryQr5nFMJyzzvOb6+LJqxjqNO1w6x31J6m67rJEWubjJppt0ypE1dSehGVts12uk7dK7qLlsvruaEjiNC7EkQU2GRp6ZKboqj43sLacnP4QQHwiH0efyy1H2+utoKyhA07hxWPq3vwHRKAbdeiuqnn8ercEgWioq8P7VVwMAQuEwtr/lFvT65htEAwG8c/DBWLDtthm+EEIIIYSQznDyQwjpRJ+rrgICASx6+WU0hcMoWLkSAND/oYdQ+u23+Pzhh1Hb0ICi1atj+2zx5JOIFBbi4UsvRfmqVTjwb3/D0rFj0dyjR6YugxBCCCFkE3J68lNcXIxAICAmfZSkblJiUw2SjE1yIjLXS04gmZRwaNabuMjVskV+1hXSvdQ6kGlkJRpXQk0yU4lU6zqwYQN6/utf+PrllxHtkJW29usHAOh/zz2Yd8MNaGptRVNTE5p69ACamtDU1IShb76Jt048sX19z55YMno0hrz3Hr6YNCmlckho5GBS0lhJmpKsPl3au4tTlR8y1Uz1Pxfpi2uZbd0WTTR9UXp+mMeUZE0aJzC/x3yNq6mJi+OjrfMpoJPASbj0P42Tlm0yU01iUz+kRbb33na9Fqldp9PRzyWxuaZfSu+f5jvn+PHjY8tjxoyJLUsuxNI4ZItZHkCWCUrt2pSq2o5RLlJ96d4kahPRaDT2OUxX5PTkhxDiLUWLFqGtshL9Zs1Cj7lzES0uxsrTT0fjxIkorKtDn9dfR5/XXkNbWxuqDzwQNbvsAgDosXo11vftC7S1AQDWVVWhPIWXHUIIIYQQP+HkhxASI9DaiqJFixAeMwYrzjoLxV9+iRG/+x3mP/44gi0tCIbD+GTWLDR9/TV+9qc/oWH4cKypqAAA6D81JIQQQgjJDDk9+SktLUUgEFBJiCSpm1fOWV458SQ7rybEaxuOdg1ld4Wtu5GtpMtvFztJAud6LI3Uzbw26Tq9lkk0V1UhGgxi2Z57Ao2NaBwxAgMHDQK++AKtpaVYvNtuaGpqwprycqzcYguUfv45GrfeGvW9e6NwyRI09uoFAOixciXmjx3bZfm8kpVJ8sRscTnMBnlbNrj1mLg4MiU7jktiYUm2onmWSPdYI4mScHGwktC0Odskw345k9n2ZdtnmK2cWEpmakqCzPtqrpdkQ364NkrX4iK91r4rSLIpqawStkk8pW0053XZXmpDktTNdHKTPseQkpl6+dmB5h6YbdmPRLsmLk6YqcA8P4SQGG2VlajfYQdUvP02AKCopgZFS5eiaeRILNt9d/R5910AQGFDA6rmz8fa4cMBAN9ttx3Gv/oqAKBXbS2GffcdvjUGfEIIIYSQbCCnIz+EEO9ZeMEFGHnJJRh6442IhkL4/sIL0dq3L+b/9rcY//e/Y+iTT6KtrQ1fHnQQ6kaPBtaswcf77INd774bJ111FaKBAF488EA0lZVl+lIIIYQQQjqR05OfyspKBINBMZmpJnzrN7Yhbe32thIO6fo1sg1bJxSXULdtiDOdEjiJZBIASbbhlTzTxMYVJdm+jX364OPrr4/fAC29euHjv/4VQOd7XFpaCpSW4q0zz+y8XjiXrZuQH0n9XOWM2SAvTaczlAY/ksCmcl5bOY/5zJASC0vPFc0127o5SnK4dLrAZRLpOqXldEpHNYlKTXmbVy5+mr7u8nyR+oCXUjfb9wLpHvvtjqdBM8aYkjbT1U26By7urq5Ibae2tjbhNl5Jy23l/F2dKxKJqM9N2RshhBBCCCEkL+DkhxBCCCGEEJIX5LTsrbi4GKFQSAwdmuFbKfHhRvq8+y7G3HknAq2tiBQX46PTTkP9qFHo9fXXmHD77ShobEQ0EMCH/+//YeXEiUnLpQnVa0L7gM61RSOr0IRazWVNWc31kiuISxIrDVISS69IRarg4jalkSFqcJEPumxj68ikkcCZ2CZZTHdiT5ekmrmSBNjEb0lGKokRNTIUyVlJWm8rSdFIgjVSHlupkORCZUsqbqSpHj/+HFKCWBON7Mb2+qVr9iqZqSbJq0bSpekHkixLSqQptXtNOePLWl1dHVvWXL+mj6fbCSwRmmTImrGksrIy4b7Z4lJqmzA8V9xF48npyY9XFNTXY8IVV+C9a67BhhEjUPnxx/jx3/+O12fOxPYzZuCjs87C6q22Qo9FizDp4ovx7PXXI1JUlOliE0IIIYQQQiyg7A1A6dKlaK6sxIYRIwAAdVtvjbKVK1H5zTcoqq/H6q22AgCsHzYMLWVlGPThh5ksLiGEEEIIISQFunXkRxNGLCkpQWTMGBSvXYt+8+ejfsIE9Hn9dRQ0NqJ87Vo0V1Vh+LvvYsUuu6Diiy/Qs6YGverqUFta2incpwlp25YZkCUWthIOWxc4W9mbdEzJ+cZW/qHBq1CxWYZUpCOahJZSOFlqsxp3MhfXHAmvpG7S9ppr15TNq/6XDI3cyTaZqd+yUBMXhzoTqcy2bpGa40vHTHYvXGQ+5noXV0JJsiONk2YZpPHWK+cwDelucxp5nyRFc3HJsk2kaUraTHmXi+zbJaG6dO1Su5cSbGrG3nTLcr1y9HMZZ0xsn+uZQvOpRPzPZrldnqXpHDcSbWPj9tatJz9a2nr2xBeXXoqR//gHQhs2YN1WW6FhxAhECwrw8fTp2Oz22zHygQfQMGoU1owfj2golOkiE0IIIYQQQizh5KeDddtsg3k33ggACDQ3Y8fnnsP64cPROGQIPpoxI7bdpOOPR31HVntCCCGEEEJI7pCXk59EYcHCVavQ0rcvAGDY3Xdj7XbbITpmDMpXr0ZLnz4AgAFPPIFoaSnW77gjSgIB6/O6OodJ7m1SKNuUUmgkV1JZNc50kpxDSt5nlseUxtlKBrIhzJwMTUjc1vHMxCupmx+OLV65MGU7Xt0zF3cnCdvyZNJlyIZk/UqSsZnLo0aNSrjeHLskNFI8Seom1bVZBo3US4NL33WROLm6NprPA8n5TZJrSwk6bdG4mmok3ZpnvuY+SW1O42wovR+Yy1J5/HLsspXS+yG50zwXbaXO2eLYloj4NmT+XFdX1+X+Urvw47kl4eW7Q15OfhIx4vbbUTFvHgJtbaifMAHfnHceAGDgE0+g/wsvAAA2jBiBj6dNA1KY+BBCCCGEEKKiqQn41a+Azz8HysqAgQOBf/wDGDkS+O1vgTffBEpLgYoK4IYbgG22ad9v/nzgpJNQtGoV0NSEyM9/Dpx7LhCkx9lGOPnp4Nvzz0+4ftHxx2PR8cfHfg7nYC4OQgghhBCSY5x0EjBlSvsf3WfObP/5hReAgw4Cbr0VKCgAnnoKOOII4Ouv2/c55xzgwAPRfNJJQFMTin72MxTvsAPCe+6Z0UvJJrr15Mcr2ZRtYkXbsHGyUKkkyTClHdKyua8G27KaSDIEE0kCJ623LZuErQuVyzGB7HB/cZFf+X1ezfaa5MCS1ESSnWjvtx8yRBPb8URa75WUwA8pnR9yGUlaGy9Vk5zczGUpAbZXaGRK0vYaGYmt02E6Ew6mci6pvWucQCWnKpf7qnHccx1nNqIpp+a5K0k8pQSbJrYy9/hr1Nw/jdxe2tcrNO6MtseRcHm+dtp3jz2AcBgAEPjxj1F47bVobmpCyS9/+cM2O+0ELFwIRCI/RHfWrm3/v7ERaGnBhl690OxRO7V1Z/SDRPesra1NvT9jYIQQQgghhGQxBTffjMgvfrHpL66/HvjFL36Y+Fx3HTB7NopHjULx6NFoO+YYNBvffpFuHvkhhBBCCCEklwldeSUC336Llmef7fyL++4DHnkEeOONH9bNmgX8v/+H8B/+AKxYgaIpU1AyejSadt45vYXOYrrd5MfWzcoF21BxKjI8SeomhbglOYjGXcXWtUOzbCJtY0rdJFmTSTrdRbobfri6+YGt1M1sQ9I2foXkbY9lOxal0wHJhXS61UkSuPifpbExneODRgJnlscc5000kitbvGqLmu1TKZPk9qZJOmuL5hmpGUP87peaRLnSsiT7Mpcl569kznXpTEhu2+5s3Rldzuvy/plsm+Ibb0TBY49h3WOPIRoItEvZAARnz0bB9OkI/uc/QP/+seMU33ADwp9/3n5d5eXAHnug8K23ULfttgnP55I0WXMcjSwy3VD2RgghhBBCSJZRfNNNKJozBw1z5iDaq1dsffBf/0LB9OlofvppIC73ZHTUKAQ7XIqxfj0K3ngDTZtvns5iZz3dLvJDCCGEEEJILhNYsgRlF1+MtpEj0XOjwUFREepfegmFxx8PDBiAoiOO+CH9yssvAz16oOW221D4xz+i/NprEWhpQfN++6F+n30ydyFZSLeY/EiuHbW1tQnXm9i6M3nl/CKF6pNJOMaMGRNbNuUcpoOLFMr1KnGeLZqQsyacbNavmVxOg1fXqElSmmw7CeneeJWkzytsr8u2/Jq+pZG62cpXsl0iaVvvmjHHb/yQH0tSp2RjpsZtyjYZrx8J+2ydBKV7LMk8TaR9M5l8OJ0uUbbndSmbH21FSiJu+0yV0CT/THZd5j6mq6JGyuwHXrUnSUqnef+UPkfoMgFyWRkaEzngNjWhbsUKqaDA2LHAM890vn9x9Wzr2pnOfmmbEH4jGXV7mzZtGgKBQKd/AwcOjP0+Go1i2rRpGDx4MEpLS7Hbbrvhs88+87oYhBBCCCGEENIJX775mTBhAmpqamL/5s2bF/vdlVdeiWuuuQYzZ87Eu+++i4EDB2LvvfdGfX29H0UhhBBCCCGEEAA+yd4KCgo6RXs2Eo1Gcd111+HCCy/EIYccAgC4++67MWDAADzwwAM4+eSTnc+tSf5mbqNxAJLCtbYOUxLJnNI0Di5maFlTbpcws61sJRW3pq7OpbmvfjvuuMoZpHCydG22deRViNo8vq1Mx1bKY+veZm5jSiE1LozJ6scrqYrfbTBTblO2eOWkJG0fv69tO9WQDcfRjOeSjMa2TfgtgUvmFubSfl2cF/3uTy7Jtm2dVSX8ki4lk6EmOrf0juTVvbd975KQ5NEa2an0rJLun62rp+uYpGmPGufidCYz9XJc8iXy880332Dw4MEYNWoUfvWrX6G6uhoA8N1332HZsmXYx/jwqri4GLvuuiveeust8XjhcBjr1q3r9I8QQgghhBBCbPB88jNp0iTcc889eP7553Hbbbdh2bJl2HnnnbF69WosW7YMADBgwIBO+wwYMCD2u0Rcfvnl6NWrV+zfsGHDvC42IYQQQgghpJvjuextypQpseUtt9wSP/nJTzBmzBjcfffd2GmnnQAAgY22fB1Eo9FN1plccMEFOOuss2I/r1u3rtMESCOPkkJ2piOHicY1zatkilJSPqCzpE2S6Lk42fmNbYheqguzHs1t0il18wtbCYvmOC514ZLIVnM/bBOYuji8pQOvJBa2x9c4DmXSwaurMmRbYt1MoulPkmOU7XMhG9G4gprYtnGv2pqtM6C0r6ZPS+ulZT+S+KZyHL8TyqcTzf3W9F3peWbKtTVyQb8dKIH0SmRt+3dX19na2qo+t+9JTnv06IEtt9wS33zzTew7oPgoz4oVKzaJBpkUFxejoqKi0z9CCCGEEEIIscH3yU84HMYXX3yBQYMGYdSoURg4cCBefPHF2O+bm5vx2muvYeedd/a7KIQQQgghhJA8xnPZ2znnnIMDDjgAw4cPx4oVK3DppZdi3bp1OPbYYxEIBDB16lTMmDEDm2++OTbffHPMmDEDZWVlOProo63PFQ6HEQx2nr9pEhlKjlouieY0ErtUnM8keYMph5PkL34nqLJNFKlJwibVrylPdJGDZVIGpHGI0dSRrSuhLZqQs9TmNOVxSWYqubppzuWKxlkvU+1Lcz+yGdsyJxvbcvH6JTTJsKUxQ+PqmY115ZKAVoNXY4UfroISGvlxNkhck6F5N/HKcU8zJtu6qHmVbNp8npllMB18pfL4JbGW+oTLO6StFFTa16++5fnkZ/HixTjqqKOwatUq9OvXDzvttBPmzp2LESNGAADOPfdcNDY24rTTTsOaNWswadIkvPDCCygvL/e6KIQQQgghhBASw/PJz0MPPZT094FAANOmTcO0adO8PjUhhBBCCCGEiPiS5DRdFBcXIxQKib/XJDuU0IQabRMoSqG8ZG5vkuxNg1dhcL+SbNkg1Z20nC3Oby6JPk2kML6t3FBCI3WT6rSuri62rHFgk7bRSOBSSVqaCNewunQ+TaI6P/qNrctXOh2yTKSkudJ5pXapTXKa7VIgL9DIoKR+nKn6SaUPuMhoTFyu3yu5nQtS+/bb9dV1nNQkzDTJVKJyrxzVbN1ObdE8g0zi3y0kabnkqKqRxrnUXTplpEAaDA8IIYQQQgghJBvg5IcQQgghhBCSF+S07C0RGomaJC1ykYK4OMUkk7ZJrj5mWFATOs2UzMUPJDmRi7tRuuUfmpC11Gal9mIbNk41kRggS90kJxvTrc8rCZyJXxIJTZ+QJG2ZksB5JQ+S8MpJ0KtEvPHXq7k26Rq63Hf6dGDaNGDePGDixB/W3303cNxxwJNPAvvv375u/nzgpJOA1auBpiZgv/2Aq64Cgv79zVHTjzX3wO82qiWd47LfkjbbdweNvE1TZq/6mRavpMzSMV3KY+Ly/LM9r0a2bnufbBO8m06pQOdndXV1dcLtXO6Zpm163efa2trU+zPyQwghhHTFBx8Ac+cCw4d3Xr94MTBrFrDTTp3Xn3MOcOCBwEcftf974QXguefSVVpCCCECnPwQQgghyQiHgdNPB26+GQgEOv/upJOAa68Fios33W/t2vb/GxuBlhZAyOVBCCEkfXDyQwghhCTjz38Gfv1rYNSozutvuQWYMAGYNGnTfa67Dpg9Gxg8uP3fb34D/PjHaSkuIYQQmZz+5qe0tBShUMizb16059yIrW5csreW1sf/zg/ttUuGa6/Omw92tFqk72Ekva25XFVVFVuWtMQaO1TNNpKuW/rmx9auWrLYdMGvbxdcjpspO1db/Pge0NZ+OVPfngTmzgXefRe44orOv/juO+C224A330y846xZwP/7f8Cf/gSsWAHssUe7NG6PPfwvdBwuzy3pOJp9NXbmyfCq3blcswavvquRvuGUvvO0/f7HhWTfp0jfn0jPKgk/xplseL+QyiA9I83nqEv5zfpM9s2PZG8tPbf9JtVv6PjNDyGEEOIBwTfeAL78sj3qM3Jk+zc+++4LvPUWsHQpMG5c+/q5c4ETTmifEAHADTcAxx7bvty/PzBlCvDaa5m6DEIIIR1w8kMIIYQItP3pT+2TnAUL2v8NHQo8/zxwzDHAsmU/rN9pJ+COO4ATT2zfcfRo4Nln25fXrwf+85/ODnGEEEIyQk7L3vzED1mWZHEoyZUS/dwVLtmDvbI31YQsJRlGOqV3LqRSTqlOba9fkylb075sr0Eqp2ljrbHJ1BzTK0v5VPDD5tdvyYAf8h3NPfDqvLYSuGRI15B2+cvddwO//z1w9dXtZgcHHYSm/fdvt712JJ3jpFdSN1dsx0YXXFJDuMjwpXcEaTx3kcBpyqnt35oUDVK/tLVsdhlzNHWUTpm1WQ/mc1RjjS0h1bMpbQM621tLz+psGEtt3gUikYj6uJz8EEIIIVoWLEi8/tVXO//84x9v+j1QjvxxhxBCujOc/OQhEw84ANGiIkSKixGJRLD417/Gqj33xFbXX4+qL75AW1ERIj174qvTTkPDZpsBAIJNTRh/9dWo+PprRAMBfHvCCVi5yy4ZvhJCCCGEEEL0cPIj4JLxVwoJpuLYImV51iCFC6PRKD6/5BJsGD36h9BhUxOW77QT5v3+94iGQhj60UfY8tJL8fZddwEARsyejUhhId66+26U1NRghzPPxLJx49DSs+cm1yAt25Zf4xqTTgeSTGJep0Y+Z9a1Gcb2KpO1iyuddBxbsjHzvK1jlh+ST1tnq2yTmqbjvrpISXIdjeTKxPZ+SOOQdqxOZ117JeG03Vd6LprvBYOMnFCDBw9OuN6rdwLNcaQxP/5nW6mbV/J8Tfv1Sq5lKwHTjMm216U5l/ae2UoPvUJz7/0qDw0PSIzlkyYhGgoBANaOG4fSFSuADg3lgNdew+IDDwQANA0ahLott8SAuXMzVlZCCCGEEEJsYeQnTxl7ySVANIq6LbbAtyecgJbKyk6/H/bYY1i1445AsH1+XLJiBRr794/9vnHgQJSuXJnOIhNCCCGEEOJETk9+GhsbEeqIVHiBS+jadr0kZ4vf148w7btXX41w//4ItLZizJ13YsKVV+KjGTNivx/yyivo/+qreOuKK9BshBzDzc2xn9taWtCCxGFLF/mAJJXSOJy5hEdtQ+9eup3YOmxJEgOpHdmW1cVRRnJ1k+5NppLaeXleF+mFud627my3kciks54NmkSKydAkjM62azbRjI1e4eIyau6bStvy21VKOr5UJj/KII0BktTNXI5PhJ4IWzmRVB7tOK9x+fRKAifdM83zz7bf+z02ap6dXsne4q9Fc2+8wqvnk5d9kbK3PCTcEcGJFhTg+0MOQeWnn8Z+N+iNN7DFgw9i7iWXoNmIBjX27YvS5ctjP5euWIENffumrcyEEEII6Zrxs2fj8COOQMX33wMAiteuxS6XXYafn3EG9jn7bPT58svYtmNeew2Tf/97/OLAAzHyqacyVWRC0gonP3lGsLERBQ0NsZ8HvvIK6jsc3Qa98QZ+dO+9mHvppWgyJG4AUPOzn2Hk008DAEqXLUOfzz7D0u23T1/BCSGEEJKUyupqVH3zDdYbf5zc8v77sXrzzfHcDTfg3VNPxaQbbkCgrQ0AUDtqFD447zws3XXXTBWZkLST07K3cDiMYNCf+ZutdMY24ZtGgpFsHw2JQo1Fq1dj1Lnnxga+psGD8e3FF6OkpAQ/vvpqNFdVYcfLLkOgo14/ve46tPbqhVXHH4/Nr7gCe55yChAIoPqss9Bz2LCEZbN1qNO4k2jc3rLd+c1vSY1XIXoXaYCLvM02pO1XojWNjM3WuVHaxlYK4iIdsU1aautc5xV+9eNMORq5YHu/s30M1OCV65yJa+LcVJHKLI0fktTNlMOZ28e3g2BLC7a94w7MPfNM7DZ9eux3w95+G0/fdBNKS0vRtOWWaOndG2NqarB6yy2B3r3RACAaCKivK77/SPItjQROwnbstR2TNclYTdLZt2zHJ5dnsyu2sm+vzpWIto73Wg05Pfkh9jQPHYqP/vnPhL/7z3PPxZbjG1mktBRfGYMpACbsI4QQQrKECQ8/jIW77IINhnKjqL4eiEbRXFGBja+mG/r3RwkNi0geQ9kbIYQQQkgOU/X116iaPx/z9913019aRHUIyQdyOvLT2NiYkuzNq7C3FEK1TSLnFy6hRk1ZtY51idDINjQhc2nZtgx+JVbMlHNKpiR2El7Vdbr7kIlZblu5heTWZCtr0khKTFwkiel0DHQhvvyatqkZr6Xy+T22uEjdXB3xEu1ri5djjx9yGdvyeTWGS89IafyQpG7StfT++GP0XLIEU04/HYFAAKWrV2PyZZfhvVNOAQAUrVsHdJShbMUKRIYM6XSsUCiEgoICVf0kcw5zSXotIdWX5I5nbqNx1zS3Wbp0qVXZbCV8tvXrkgg02b65Iv21eQ5R9kYIIYQQkid8dsAB+OyAAwC0vzD+4vTT8d/zzsO64cOxeKedsNlzz+G7Y49Fr6+/RvGaNaibODHDJSYkc3DyQwghhBDSTfnkmGOw48yZGHnSSYgUFODDs85CtCNH4sCXXsJmd9yBwoYG9Hv7bYx46CG8e/HFWDdmTIZLTYh/cPKTRrxMmOXijCWFzV0kRRpHFRNbhzdbCUc6ZVZeSuZcQtHplBpJ9aKRUGmOk06SlUGSm2jkFtKybd1pEtyaUg1z2cVtSYMXDpSpkEzOZ16nmXzRpKqqKuF623vjN5KMTZOgsDs4v/mBXxLnRNhK3WwdyzrJ3uKSn77SYWxU2r4T3rvssoTXvmyvvbBsr702WV8CvcxWI2/TJJHV1NHo0aNjy2OMCZokE5T6tHQ90r4aOZ/fUrJ0ONFpnsmatmmbaFbC5ppbW1vVx6XhASGEEEIIISQv4OSHEEIIIYQQkhdQ9ibgEkZ0cedIljxMkqh5JetyuWZNqFTjYOUigZMcnPwIRbtKJzSh3GyQhPlRnmxPjCkl+tQkJjSlF+ayV9csSS/McmokpSa2/cP2WlykGrZSwPifTdmbbfJl6XwSXt1jW/dLW1dMP2RffiQxBrxL0OwHLv1GSoCskROZ+C111khuAVlqq3EulOpFGlcnTJiQcFmSvUnXI/UtqU7Na7T9hMHlOaqR/Kcjgam0XuOsp9nGRHOfXJ/5jPwQQgghhBBC8gJOfgghhBBCCCF5QbeQvXnlUuYVmvJI0gbXUJ50PeZxba/ZNmQrSXBMpHB6bW1twm004XNNebIdv93lMrWv7XHSmYAtvjwaSZvkMmQuS45ifiCVWeMQpsErma0ttmMpYJ+8sLKy0up8JhpZiAbpPpmyPVupm19SND9wkXhlKmmp5h7bSmglCZgmcbr0HmFbb7YJluP30bi6mcuSc6bp6mbK28z1ktRNSiQtYV6ndBxzG7OctlIsv10YtWOPrTObRqqpadea8mkSeCeipaVFvS0jP4QQQgghhJC8gJMfQgghhBBCSF7QLWRvtrjINlxcc6TQcLKQsSaUrSmHxtVNSn6qQVMGTQhd4+SWTkmURDaUIR3YtvFskxhq+mu8pEQK72tc3Uypm+Q4pJGC2vYnjWNUOrGVX9mS7Jjm70wZrUYSLN0zCa+eJbbJayV3Lb8lNX4d3yU5ooskWjqO3/1GGmMkCaZteTRyOBNbqVsqSU41TmCSq9v48eNjy5qk0ubxNf1D48SnkeG7JLD2m/iy2Sbd1cjepGek1Kel/iolp+6qfxcU6Kc0jPwQQgghhBBC8gJOfgghhBBCCCF5QU7L3kpLSxEMpnf+5lU4XJJmxMsuNE4wUrjej9C9rVOXRtphm6RPQiOdyCTplFJI2Dr3eSVzsZUDeOXspCmP1u1NklukU+rgh1OVV33F5bpsXQ6T3T9p3DClYlrZsXSORNhevznu19XVxZbNclZXVydc74fUzbbP2bYVSSoDyK5d0jPPVpol1ZHf45s0lkh1oZHNuqCpQ01dxW+jkRtKMiuzXkwXTY2kzVbyr0lCKpVTI8l3eX9xQTOGm30M0D3nNG5vti6GEl68p4XDYfW2jPwQQgghhBBC8gJOfgghhBBCCCF5QU7L3nIN24Sf8T/buuB4lYBPgxQSNqUdGkcjW9mCxsHLq+vVhMzjz+1COmVpXpFOxySviK9nKXSvkeaYaNqL7b7SNn5LzjKVvM+1DUnjp7lekh1J461U77ZllZKZamRv5vbZ5oQp1YPUl4DOcicziaV0LM2zRMK2b5nYJjbVOGHZSrq8kiG6JCOPL4OtLF1qC9KyJvmrH0m4NbI3KQmnbfJ6P+T50rUAckJZc1mqX2lstHVn9PqabcY/Rn4IIYQQQggheQEnP4QQQgghhJC8gLI3H7BNeiWFTQH7MLvLNrZyAI1bjCnP0DgXJauLjfghdcsWRzgTWxmR39tr8MNlTys3TITGMcgM88f/bCt105DOtmYrQ9CQbVLLeFycvSQZm1mPkmTOFvM4GnmwV4mnbcdJW/m01OfMfmVKbuJ/Fy+J6+ocGgmjJkGs9OyxrXeNDEgj4/IKWzdK222059Zcv0YCaCsN9Epylm0OspqksVL/AzpLTTVyQ005bHFJ5p3ovtq0V0Z+CCGEEEIIIXkBJz+EEEIIIYSQvCCnZW+NjY0IBoNZEYKU5BKaMJw2YZ2LA40GW8cXKUmf5L5j61yUKYcUzbm04VVblzqJbHBxkvDbPdBE00ZtE7DFS3A0rky2ZXVpp7Z9QuMGZduevGp/UlvRXJeXiW9tkzL6kUBZkxzRj2SmfmDWg9R/JEe3+O00UkKpv5v15ZJ82DZBsXQuPxII2z4XzTK4ON3ZlkFbJo0EUCMN9EPqZrt9Op/TUh1q+h+gk3ebZOqZIT23XN/9GPkhhBBCCCGE5AWc/BBCCCGEEELygpyWvXWFRo7j4oTiFcnOJSUMla7NlJ9Jrjm212yuN49vStckqYbkrOPioONCNkgkgdxMBmqLbR9yCZNLDkCahKXx/cT82XSMktqOi+TFVl6joTu1J039pHK9mvqVpHFSslSXMkjnspXveCW/cpFWmctm/zH7X2VlpXgsTV+xveeSdNTvcVjjjmo+10387sdm2STZeiqyS407oMaF0+8EphoyJTWVpIoalzxzWXJ0i//ZKyfTXIKRH0IIIYQQQkhewMkPIYQQQgjJDZqaUHj44cAWWwDbbAP8/OcILFwIACjabTeUT56M8smTUbHzzuhdVYXQZ5+1/+6++1Dx05+isl8/FN92WwYvgGSabi17k/DKdcWWVEKoklRMkpmZTh/mehd3MSlcr5G9aRyNNM5LGrxyVtMcPxXnGz9C6F45irngh8ONS11ppAFmP4l3t9Ek2tOQTomF33IRr3BpK1pHTVtZl60jp1eyMQ2a+tIkM9Vs73JvNIk9k0nvXNqpZl9JFmQum88zF6S2JbUhSeIkSZG8epZryik981JpK5pkpja0nXACQgceCAQCwMyZKDj9dLQ89RSaX301Vu7Cf/8bpVdeibYJE9r32WYbNPzznyi57rpOx9I49GrqzkSqL5fniHQcc1lye4uXvWnaV7a5zHb13sUkp4QQQgghpPtRUoLIz3/ePvEBgJ12QuC77zbZrPj++xH+9a9jP7dNnIjI2LFAkK+++Q5bACGEEEIIyU1uuAGRX/yi06rA0qUoePNNNB9xRIYKRbKZnJa9lZaWIhg3g/dK5qFJaGl7rlSSZNm6EkkyKBephq10TbONiUviOMkJxW+pmxZb9yWXpHheySH8cKGyReP4pDm+xmEoXvZmm1zPFpeEntK4lIvugX6V02+HplxJNmrih1uWZlnbf2wlVRpHMZNskATbSiclNPdSaqNScnEpAbnW7U3z3PJtXJoxA/jmG7Q+/XSn1cUPPoiWffZBtE8fz0/pKgHciO07i1TPGse8+PviVbJYr9DIM72EkR9CCCGEEJJb/P3vwJw5wLPPAmVlP6yPRlH0wAOdJG+EmHDyQwghhBBCcobQ9dcDDz4IvPgiEJc3quDNNxFobkbr7rtnpnAk68lp2dtGckXmoUEbWpZCrV4l3dOUydaxzUUqpZE5eOVMYiv1ij+vpqyaBGW2Dl62UgopmZ1G6uCHC4xX0hRN/SRzG9LIeUz8dsTRtCeXfp9OaYMf8qNscyTS4vdzS3N8zRjuIu+W9jXPNfq661D15psoWbYMH9x9NzaMHg0A2PIPf0DJypVo69EDALB6v/2w4phjAABFCxdi4F//ioLVqxGMRrHm97/H+v33tyqnFk37ktq1Ziy1lcFq6le6rxqpm1eJyZOVz5nFi1F4/vmIjBoF7LYbAKCoqAjNb7zRvnzffQgfffQmxgZFjzyC0unTEVi7FtFnnkHJddeh4cEH0bbVVl2e0rx+MzFtOiRaidDI27Qyelt5//ATT0TBqlVAIIBIjx6o+b//Q3jcOIw47jgU1tQg0tFn6w48ELXHHgsACDQ2YvDFF6P0008RDQax4o9/RP3eeycsg6uzroZuMfkhhJBsIHTZZSi89FKE33sP0QkTUHDyyQi+/TZQWgqUl6Pl6qvbc1MAKDv9dFS8+ioiHROx9TvvjNoLLshk8QlJO6t22w2Ljz4aW51++ia/W3TOOVi7yy6brB/8f/+HNYcdhrUHH4weDQ0YctBBaNp+e7QNHJiOIpNMM3QompK8CG/4xz8Srm8+4ggaIHjA4quvRqSiAgBQ/vLLGHzxxfjuX/8CACy74AI0dExITfrceSeiRUX49rnnULh4MUYdfTTW77gjIr16pbPoMSh7I4QQDwh8+CGC77yD6LBhsXWRAw5A8wcfoPl//0PrWWehME6D3nD66Vj10ktY9dJLnPiQvGTdNtuguX9/q31KvvoKDZMnAwDa+vZFeNw49Iz74J0Q4g8bJz4AEKyvV1mHVzz3HGqPOgoA0DJ0KNZvvz3K//Mf38rYFTkd+amsrEQoFOq0ThMWc0kMmUmJnVcOI15hG4L023HHRQ7mci3xx9e4ikkuZFVVVQm3sQ1la+SAkrzBXC+5+LnIDW1d2ly2SRvhMAqnTkXL3XejaN99Y6sjhhQnsuOOCHz/PRCJdPs8E9I91sg6NUjtUouto5hXbVaDpmxebeNHMmEvGXL99RgycyYaR4/GktNPR/PQoQCAxokT0evJJ1F73HEoWLgQJR98gNahQ1WOUV65WdoiOb+5HEcjezPPZcreJOe3VKRumueTV+1Fc2+8cr/UtCENuZKE2obBF1yAHu+8AwD4ftas2PoBV1+N/tddh/CYMVgxdSpahg1DY2MjCmtqUF9VhdaOemzs3x+BRYti9apxVTbrzvUdOKcnP4QQkg0UXHIJ2o46CtGRI+VtbroJkX337TTx6XHrrSi7/360DRmCtjPPRPP48WkoLSHZz1cXXYTQyJFANIp+jzyCzf74R3w+ezYAYOmMGRhw1VWoPOQQtI0Ygcadd0a0sDCzBSYkj1h6+eUAgF6PP47+f/87Fv3jH1hy+eVoHTQIiEbR+4EHMPy00zD/ySd/2GljUtosoHv/+ZEQQnwmMHcuAu+/j7aTTxa3CT74IIKPPoqWmTNj6xovvBAr33oLq15+GRuOOgoDf/tbBNavT0eRCcl6mgcMaF8IBLDyyCNRvGQJQnV1AICWwYOx+NprUT1nDpbfcguC9fVo2WyzzBWWkDxl7UEHocc77yBUV9c+8QGAQABrjjkGhYsXx/ps88CBKDKijUU1NWjO4Dd6OR35KS4uRkFBgbUEwAyjpdOdI5Vz2YZ4Xc+3kUwlhfMKF6mbS0gb6CztGbRxMAAwePDghNuYyxpHMtskglLo3jyOKXswtzHLoJFtuCQEziWpm1kXkVdeQeFXX6Fw7Nj2FUuXovCAA7D+uuvQuvfeKJwzB6UzZmDd448jWl4e2y86eDDQcZzwlCmIXHopCqur0bzllmm9Fgk/kvdJck+X8SZZOb0aA22lpi4yPpfx3PZ60ymflsaeRD+jtRWF69YBQ4YAACpffhktVVVo67A0Dq1ahbY+fYBAAKGXXkLhN99g1T77iHJIyXXNVgKnGWNtkcZnadl8jmiOKUmaTbc3qa5SQdP3vcKlr2gkg9Ky1FY0Cdsz9QyLrxNJut5V3QUbGhBqbERLv34AgMpXXkFrr15oCIVQsHgxWjuSym7ssw3FxWhsbMTKXXdF1YMPYsnZZ6OkpgY93nsPn5x6KloTtDeN1C1RPUYikaRlN8npyQ8hhGSa8NSpCE+dGvu5Yuut0fDgg4iMH4/Cxx5D6YwZaHjsMUQ7vlfYSGDJEqDjQVH4/vsI1dWhJYlsjpDuyNgbbkD/uXNRVFuLiX/8I9pKS/HhnXdi/LnnoqC1FdFgEK2VlZh/zTWxfcpffRV9b78d0YICtPbti+//8Q9ES0qANP4xk5B8JNTQgDHnnotgONzeN3v3xrfXXotgSws2mzoVwebmhH128VFHYfMrrsDOxx6LaCCAr/7wB7QaxgnphpMfQgjxiR4nn4xo//7o0ZGfBAAaHn8c0aoq9Pj979Fj+XIgGES0tBTLb7yxU2SIkHzgqzPOwMJzz91k/ce33y5GWuoOOwx1hx3md9EIIXG0DByIL++5J+Hvvrz3XnG/SGkpvpo+PSvMuoAcn/yEw2G0traKv5cq2VXW1J3wQ9rhVXI9jSwtnQ5LJpJ8B+gsdRszZkzC9aZ0wTYpqleSREliZzrOaepFkkl41Vaynfj2uO7jj2M/161YkXj7piY0Pfhg5/UOkiVJkqjpT+a9sZUtSvfVbOuSxNPsA7aJG80kg/HtT6oL2ySettJUW2mLdD2SBFXaN1eQ6i3ZdiYah0mN7M1LiddGXGRNti5wti5+mmt3dZK1lWVrknK64NIXNXXntzOgiYvTZLJySuO+JPN0kXxqrsH2vSZROw2Hw+r9aXhACCGEEEIIyQs4+SGEEEIIIYTkBTkte2tsbNwkyakfzme2+CXlsQ13a6Qdtok0NUkKNXInTSjeVg6nqXevXJWSSThMOc/o0aNjy5LsTcKlHdkmcZRkfLZJ3jTOSNngdpOKtEOTQNG2HF6VwVba4tV4qBknzLZuLkvSOI28QkrcCHSWkElSKSlhr3QN0vW4JG01yyDJwDQJJ3NFApesflwSVJt1VNdhqxu/XpPEOVPOd9JzWpOo1Pb4Uh+yHRu0EiXpGWPrAmf7PNNgO5ZKUluXcdXlWWjraBt/LvN6TMzr8dv111ZW15VE1KYPM/JDCCGEEEIIyQs4+SGEEEIIIYTkBTktewuHwwgGO8/f0pnY0w9nEr+QZGmaxJsaRyNbdxWvJAnSuTTyKw3SvpIMJv5nqR4zJf2SrkeS+6RT0uUV6XQViseP69fIMzTJEW3RyLik9m3KPSXHQ3PZVv6QTDKmkf2Zkg/p3FJ/9apPS9If6dokCUs63UtdHJm08iBNEnKNzNOUh7k4m2UqQaWL059tIlcJL6XLkmTJXNaM1y5tULp+yW1RakNejbEmXiVGlsaP+Put+RRCs952m2ROjxvRvB+ayxuh2xshhBBCCCGExMHJDyGEEEIIISQvyGnZW2Nj4yayNz9cQbIFjRxEk7BPknBIbmSahJy2SQql8LZ5LWbZJHcm6fga6YSJFEKWrkuSvsT/XFlZmfBYLgnDJLxynUmWwLUrbB36sh0Xhy2v3KNcEje6JBOWkNqHOU6YUjeN46GXiSElCYu5jyS5M9GMmS6SWqneNQ5yUjJMr+S+JrauUtKyZgyP/51G8mneY0kWYy5r5Eu2SRm9cizzytHPK1dTVzQJXCX3Oo3UzbZtaiSS1dXVseX58+cn3EYjo3R5z9S842ikbsn6nMZxzzbBqlfJZTX3LJHsrbm5uctzboSRH0IIIYQQQkhewMkPIYQQQgghJC/IadlbIjShUq+kWxoyKffRSJk0UjdzGxPbEK9GTlVVVZXw+BJ+yI809ZZM9uYSBjaxDel7hXleTd1Jbj0uEo5slKam01XLtl3bOljZYpvMVJJ+euV46CLNBNLbBm2TL0t1auv65we2Tp4S8eX0KsmtbSJK23bgMp67SDs12N57v1xmbZ1ZbeVRtn1fI3WTJJIaqZuJ7funV/dA6hvJ2mu2JSE369RMVizdp0RyydbWVvX5GPkhhBBCCCGE5AWc/BBCCCGEEELygpyWvYXDYQQCAVVYWhOutpW92YbPM4nkNGbKzCSpm0vSSxc5nOT+oXGv8cppTJN0LZnbWzoS2Nrg1f2zlTxq+o3fMpJUyAaXOk271ix7dQ80Ejhz2Rxj/HA8jC+zRlrnlQOWH8mUNVJbSYJjK4Hzqg9JZZDkmPFjpu2zV5K3aVwPs/1Z3RUuyU/9luIm20cjG5Par+RmJsneNAlVNW6AGumkBlupm20iW2kcSubopknoLF2nV+OGxuFNkrolcntra2tTn5uRH0IIIYQQQkhewMkPIYQQQgghJC/Iadnb2LFjUVBQIIZBbZ1ZpHCkJhSrcbgxSUVO4yLBkaQUUljUqwRjGqTwqwap3v1wQDLrxJTyJHN7sw13e+XwJiWO1eCV06FJtsnHJEec+J9d3J1ckGRpkluRi8RHIwPWyNskhzfNGGPbtlzHHql/aBJs2ib+k85rkg39w9b9yaXMrterkfr5IVNKt2xsI9nQPrzEVk6lGbs1cl+NRNL2c4Zsc01L5TknYbquadz6NLJmE1O+ap5LI0lMdG8ikUiX59wIIz+EEEIIIYSQvICTH0IIIYQQQkhekNOyt5EjR6KoqEhMzumV64/kPCEdx8UxKBleubm4hCltQ7yaetFI8jRIch9JGqdxubJ1Eoz/2Y8kZiYuUgqpvpI5xCQqj637ngavXLSkYyaTA5iY8i1T6ijhlSxGM/5opAGSFETCNjGfRnLsR39Ihu05NPI7F+c0P67Z9r76je1zNJVjSdiOjX7Xl9/nzXa3Oj/kkLbuZ7YJbjXntX230pRTg+34Ib37JDuO388JqV40SWcleXeiclL2RgghhBBCCCFxcPJDCCGEEEIIyQtyWvY2btw4lJSUiMk5NU5bUhjUXJZkG5IETpMkS4tLiFsjN9E4k0kObH7J+7xG4+wkbZ8tVN5wA6quvx6LnnkGLWPHovLmm9FzzhwULliARTNnomG33WLb9r/uOpS//DKiBQWIFhVh0emno36HHZIe34+kZbbnspVU2jpneem+Y+v4pUlOam4jSQBspW4u44cm2aZLUmnpXLZlAwBMnw5MmwbMm4emzTZDwcknI/j22ygqLQXKy9Fy9dWIbr11bPPIzJkovvVWIBRCNBhE/UsvAUnK4DImSO1Rc8+8epZoJbuJsJUcuWJ7LK9kZl7VhUsZNLiMY344tPqFVNe2CVJd+ort+Gb7niltI603j297XfGyU02CUVts60uTzNQviW9OT34IyQcKPvkEJR9+iBZjkt+4885o2G8/9DnvvE2237Dddlh5yimIlpSg+MsvMfq44/DJc88hWlyczmITkh4++ACYOxcYPjy2KnLAAWi96SagoADBZ55B4a9/jeZ58wAAwSefRMHs2Vj34otARQUCK1cChYWZKj0hhJA0Q9kbIdlMOIxeF16IVZdcAgQCP6zeZhu0jhiRcJeGXXZBtOOvK+EttkAgEkGB4aFPSLchHAZOPx24+eZO/SOy//5AQfvf9iI77ojA998DHR/DFlx7LRrPPx+oqAAARPv1A0Kh9JedEEJIRsjpyM+4ceNQVlbWSepmSuBsHcjM9WbyJY37lYQkpUtFjuIiKbLFJbGbRtaTKSQJnF9hfNtzxN/jqr/9DesOOACtw4bF1pn1GGlrQ3Nzs9g2+jz+OBoHD8a6igqgsdGXe6CRjtpiK80x0ZTBtR5c5C+SfEmSAFRXVydcL0kDXNwNJTQOby7jpESXx/nzn4Ff/xoYNSrhPk1NTSi46SZE9t0XCLb/rS/w5ZcIffQRSq+4AmhuxvpDDsGG3/0OgJuswlYeZi6bCf40yRc1fc7lHri4bknbaMvjt9ubbZnS6dLmx/NbQ6YScgL2/Ubz/qaRbtk6vEpjnfSu5NJXpH7sIgmN39cst8YVzsUFTqo7TdJZ109HJHJ68kNId6b4gw9Q/MknqD333JT2L3/nHQy+7TbMu+Yaj0tGSBbw9tvAu+8CV1whbhJ88EEEH30UzS+99MPK1laEvvsO9U8/jcC6deix335oGzUK4T33TEOhCSGEZBrK3gjJUkreeQeF1dUYtuuuGDZ5MgqWLcOg449Hzzfe6HLfnu+/j5HTp+Pba69Fo/EtBCHdhtdeA778sj3qM3IksHgxsO++wLPPtv/+4YdRcNllaH7qKaB//9hu0WHD0Hzooe1mB717I7z77ij88MPMXAMhhJC0k9ORn+LiYpSUlDg52UiYCQ0lhzDb86YSYpfCfLZuU+ayeW3SNdg6NNmGeF3cnVxc7CQXP2lfiWThZI07iyrp7imnYO0pp8R+HDZ5MpbddhsahG99NtLzgw8w6s9/xrdXX43GLbYAFA53EpqwvIucQ2p/ksOghMZBRyNzSHZcjexBkg9o5BnmNpKTm0byIeGSADmdqNvo+ee3/9vIyJHAU08BEycCjzwCXHQRmp9+upMRAgC0HXkkCl9+Ga2TJwNNTSiaOxcNv//9Joe3deiTsE2yaN57l3tsK132Q6KcSnm8SppsO+bY1lemkqia2CabzIaEuFpc2oHm3kvyXXPZ/KTCNlmzZszQSL2kY2rOq3WHc3GjM9E8/0w0Y6PNO7BNktOcnvyQDNDUhB6/+x1CX32FaGkpov37Y8M117T/ZTUaRc+rr0afOXOAwkK0VVVhzU03AQACTU348VVXofKbbxANBDD/d7/Dyl12yfDF5C59brsNVQ8+iFBtLUZOm4ZIcTG+uP9+tPbujRF//SsCLS0YecklANoHhK8vuggbxozJcKkJSRPHHAMMHIiiI46IrWp+5hmgTx+0/eEPCJx6Kip22gkIBLBhv/0QnjIlg4UlhBCSTjj5IdaEjz0WrXvtBQQCKL7tNpRNnYoNDzyAsjvuQMGXX2Lxs88CRUUIrVgR22fgvfeiraAAr9x6K0qXLcPPzj0Xa7bZBq3l5Rm8ktxi0euvty80NWH1iSdi9YknJvyLymePPdbp51z6ax8hKbNgwQ/LLS0AgOZEfzUsLcWGW26J/ZgNRiyEEELSR05PfkpKSmL/NNu6nGcjmgR/JrbhPtcXVSkcq5G3aUK5pb17A7/8JTZmxQj89KcIzZoFAOh5yy1Y/a9/oSkSAZqagIoKNHa45vV6/nm8fdJJaGxsRGOvXlg9fjwqX3sNi/fay/YSnZAkcLaykGRh4jrBVjqd8gMXZxZNsjXTDdG2/WraqIvjjEZikOyFVwq5m9esSYSnOb7k0pZu55t8wNYxytahz49z+ZG81ractthKsZLt79Wz0SVZpUbe7dX9cHHKs5XwubjkJTtWKq6mXeEixZLqQnIJHj16dML1GimhS1835a4mmj6QijucJvmyBuncLscx8cuVN6cnPyTzFNx8MyK/+AUC9fUIrl6NkmefxcgnngAA1P7mN6idNAkAULx8OTb06xfbr3HAAJSuXJmRMhNCCCGEkPyEkx+SMqErr0Tg22/R8uyzQE0NAs3NCDQ1YcGDD6Jg6VKMOuYYrLjqKmzo+EtK1EhCiGg0Q6UmhBBCCCH5Sk5PfjY6vdm6cCQ7nheYoVITqWzJwoPS7zTOVZI7lSTds5EdFd94IwoeewzrHnsM0UAAG0pLEenRA2v22699m969Ub/VViieNw+1gwejqX9/9FixAs0dWdWLamqwettt0djY6FkoUwr3SiFqjSOMRLKkkhrXPBdZl6ZMXiU79CppqS2aenApj6YdxKMJ6du2HVuZhG37sO1btnIZPxLc+oXGZc9FeqiRi2qkHS4yR42My0U+pzm+5rmjdXO0rXeNbMzW8cvc3pS+2vZdW/cyr+Q+LuVJBT/KrUE6lylvM++rKW8bY5gBmdubyxKVlZWxZWkMlOpdamcm2Sh1tpV/qtxt0wzz/BBrim+6CUVz5qBhzhxEe/WKrW/Yf3+UdXyUH1q3Dj0++wwNHQPMismTsdnzzwMAylasQL8vvsDS7bdPf+EJIYQQQkjektORH5J+AkuWoOzii9E2ciR6/vKX7SuLirBm9mzUnnMO+p13HsbffTcAYNlxx6F+880BAAsOPxybX345pvzhD4gGg/jghBPQ0rNnpi6DEEIIIYTkITk9+YmXvCXDNrzmlQTO1WnFNtmTtKxJbKohOmQI1nSE/juVbc0aoKwMC2+8sbM0YKPzWSCAV089NeF5/XA+k5J7SfIPTTuS7kUy2Ztt2N8lDKxpKy5uZF65TUn326XPucjk4u+frfTEK6cjF1mMBq/GNKmdaWQe6Uicqmm/5hhlujNKyWXN9bZub1LZpO1t77FX8l0TjWxWko9JMiPzGZSK7E2SnGkc8SQpnilRN5el7W1leLZyOFuHLBOXhLu2x0mGy7PdKymeJLc077EpdRs/fnzC7aV2qimnRlpte72ZlMD5ndQ33Sk5KHsjhBBCCCGE5AWc/BBCCCGEEELygpyWvWUCl1CjJBNIFup2SUhqYhuKN5FCvy6haK9csWyvRbPetmzxx/QqWaAGrxxxzPUu0gsXFzu/w/haeZCtVFXaxvZ6bGUomnZq2+c0166RAZkOSNK+fsjw4s8nSddqamoSLkuyN407nLZ8XZFO+YemTUiOVKZblpQwUiMlA+QxU5Ig2T4bTMmdJHszr0HqNy6Ocy5JL6W2aCJJUL3qZ+lAk1BWk0RXarNSe3IZJ11kvZJE0GyXUn+QxiQJbdk0snTba9bI/vxwwE0GIz+EEEIIIYSQvICTH0IIIYQQQkheQNmbgK2zhW0I3MVxLRWk0LpX5XCR+2hC3Zpz2UrgJGmArUQrXoZgW6e29a5xdfMqmavfUjRN+dPhEKbBpW26oKkLl3tsi0ayI7l8eSXNSda/JYmQKW+rrq6OLZvyInO9raOYhnS2axe5iOQaKrm6mc5ZphzOXE52j816lFzdNPJrjXzOvB5JridhHsf2HUHzHDLbqFlOyW1QkvlJbqcuZOOYbKJps5okvbZ4JYGT2pY5fprtwyuXwFSQrtl2HHd590tEJBJRn5uRH0IIIYQQQkhewMkPIYQQQgghJC/g5IcQQgghhBCSF+T0Nz/FxcUoKSmxtk/124LWxEUDGX9ul4zdkr5V0sa66Hu90u9L2n2N/t5Wl6/RrWo1tlJ71GQcl3S/Upk06yXNs4mtDatX9W6i2T4dWvN0WhO7WIB69a2giw259P2gud78hsMrq+tkdtPSdz6SpbW53sXK2AWv7qWtXazmuwfpuxjpOx9z+1TSJLg8b6QxU7I4Tma/nSq23zGYSN9USd8vmdh+P2kua74RNUm2jct7isv3wtJ9Ndus2U6l7U0y9V2eNE7apj5Jp22+Fq/SxSSC3/wQQgghhBBCSByc/BBCCCGEEELygpyWvXmNrT2yiW14Ubu9xrLS1spZOr4p+bC1fpbQyHokCYtL5nXNvTSxtQZNFvaXfmdaVkrZnKV7ZlsmSd4gHVOyTNVktvdDAudlxupUy+B6XK+koy5Woi6SNqk80vFNeZskKZHqwfYak2W8lyyt58+fn3C9NOaYpFM+Yisb8kqaI40fkmzIlGVJUjcXCVh8OTRIsiDb9miLZozVIEmjpWWNrbYm3YYkgTPxyho6HttntYTmfksSTj/agYRXsi9be2vXMcz28wG/yuEVjPwQQgghhBBC8gJOfgghhBBCCCF5Qd7I3lxCjS4SKhONLCl+Xz+c6aRs2l653UjYurqZZZO28UvK1BXJziuVT5I0SJIJE6/kTpp6l9yvNNflFZpM3C7tVVtmjYuOVxm+XdyX/MBWOim5IZoSM8m1ylZSo5W9aeSyti6Dto6iGsmx305jLi5wqTy3EpUhGS7Xr7k2r6SXLuOzyzghybhspU8mGhc4Ce398sMRV+OUakraNO5+XvW/TD0LcxVbJ9OuxszW1lYsWLBAdW5GfgghhBBCCCF5ASc/hBBCCCGEkLygW8veXFxENE5YLrIWrZRH47KkCbVK4XE/5BYaJAmKJvmgdC3ZIoHTuNFJ7UhKtuZV+SRpkiQPsnXZy5STS7qTvGkkal65+nh1DX7Iu0ykfinJV12STSYbD2zHEGms90puYiuDltBI1KT1XrVFW6lQKm1XU25bqbBL/UrHdHl22krgXPqK7T1IRU7lx3hle1817ni2ss3GNWvQ43e/Q+irrxAtLUW0f39suOYaRIYPR+jDD1F23nlAOIxAUxPCxxyDppNOAgCEqqvR87zzEFq9GoG2Nqw4+WSsmzJFe+lO+J2QOdn5vELq313JV1taWtTn6NaTH0IIIYQQQlIhfOyxaN1rLyAQQPFtt6Fs6lQ0zJmDsqlT0XT++WiZMgWBNWtQMWkS1u+2G1q32AKVU6ei7vDD0XDYYQitWoXBBx6IDdtui9YBAzJ9OaQDyt4IIYQQQggxKSlB6957A4EAAKB1++0RXLgw9uvA2rXtC+vXA4WFiFRWAgAKPv8cG3bbDQDQ1rcvmsaORcWzz6az5KQLcjryU1paqg7R2iZfkkJ5fidFi5c9uSQ41KBxi/HDsUWTPFPaxrZsJulwSJHKZOu45yJBkmQIkuxN46ynSWyqweVaupvbjYnfkkFbRyo/pEJSu7d1m5LGjPifNXJZqV5spUaasdolSbZmXJFIpxxVKo+XDmEStu5RGsmZ7b20xVbmZ9tXXNC4bqXjfJrtXeSZWopvvRUt++4LANgwcyZ6HHMMSi69FMHaWqy98kqsLy8HGhsR3nJLlP/731h7wgkoWLgQpR99hOahQwF41xezJVmoia1ToEaqaC6bieITfSLQ1NSExx9/XFXWnJ78EEIIIYQQ4icl11yD0Pz5qO94uS6+8UY0Tp+O+ilTEFq4EH0OPRT148ahZfRorLzqKlRdfjmG7L8/WocNw/qf/AQo4Ot2NsG7QQghhBBCSAKKb7wRhU89hYbHHgPKyhBYvRpFTz+NDbfeCjQ1oW3ECDRvuy2KP/gALaNHo3XIEKyYOTO2f//f/Abrd945g1dA4ul2kx+NS5vt9rYhXltJULIwtkaGYhv+lLaXnJHM9X4kA9PIsjR1ms4wsKuLkbksyXG8cpWSJELSes09cEmuR37AD+mMBhfZiqbMttInF4ld/Lk07VSSqGkkGdKYrOlPtsmB/XD683sM1xBfBpdjac/R1Ta2ssVslB3lAxoJoMs7WzzFN92Eojlz0PDYY4j26gUAiFZWIlpcjII33wS22659MvT++2j49a/R1NSE0KpVaOvTBwgE0OO//0XRt99i2d/+hmjceTRtyPbdR+NemQou7V0aM81ktIMGDUq4XkpYW9nxfZXJ+vXr1WXqdpMfQgghhBBCXAgsWYKyiy9G28iR6PnLX7avLCpC/UsvYf0//4nSiy5CSUsL0NKChlNPRdOWWwIAyl99FX1vvx3RggK09u2Lb66/HlEfvtkmqZPXk59hkycjUlSEaFERAGDpscdizT77oKC2FhMuugglS5ciUliIRRdeiPXbbBPbr9/s2ej38MNAMIhoMIgv774b0eLiDF0FIYQQQgjxkuiQIVhjGLOYtO62G+p3261zNKYj4lt32GGoO+yw2OomRgmzjrye/ADA4muvRXjzzWM/lwIYdMstaNx6a1TffDPKPvsMo887D58+/jhQUIBer76KqmefxZd33YVIz54oqK1FNO5DNk140QzfJQtNSg4mfjuGpDNRliZka4ttiNcPJ71kaBKPeiUt00gMbdfb4uLSZntv0iFHyTbJi4usyW8HPRcnM81xksneXNwgbR2jMpVkWYNGbqi59y7Oi+keY000kmC/y+eV46zULl1c6WydRdMx/rm0KVs5mQbbTyc0mNdo2z5spcXpcFu0TUA7evTohMum1M2Ut5lub4mup76+Xl1W5vlJQK/nnsPKI44AAGyYMAGtVVXo+dFHAICB996LpSefjEjPngCA1qoqIBTKVFEJIYQQQgghSvI+8jPk3HOBaBSNW22FFVOnAsEgEI2i1ZidhgcPRtGyZQCAku++Q9kXX2DwrFkItLRg9X77YeWvfpWh0hNCCCGEEEK0dLvJj43kYelDD2F9VRXQ0oL+N9yAwf/3f1h6xRWxbL4bCUSjPyy3taF48WJ8ddttCDU0YOxJJyE8dCjW/exnXZZNIz2I38aPULytW5rfzl62YdZMSY5cHZNcwsl+uD65OOhp6sI2aaAtXsmpMn0OL8ogySf8GD9s26Jt/bg4GiVDao8uyYS9ksKkc0zzStroVyJJTwmHUXrxxSh65RWgqAjRrbdGy513omi33YDGRhQBQGsrgp9/jnVvvIG2CRMAAMV33IHiW28FQiFEg0HUv/QS4Cgb0kjMpeO4jAHpIJ0OrBqpmyQrd0mWbuse7CIndnGI1CI5VXqF5JxpurqZUrfx48fHlqVkpl2NMyELFVa3m/zY0DZ4MNDUBBQWovY3v8GYX/wCbR36woI1a2LRn6KaGjQPHAgAaB4wAGv23RcIhdDWqxfW7rwzenz2mWryQwghhJD0UDp9OhAMonnevPY/anakbWh+9dXYNsE5c1AwY0Zs4lP4zDMomj0b6158EaioQGDlSqCwMBPFJ4T4RN5+8xPYsAHBdetiP1c8/TSaxo0DAKzbZx/0e+QRAEDZZ5+hcPVqNHS4vdX+/OeoeOut9mOEwyj/4AM0brFFegtPCCGEEJn161H0wANovOiiH9Qcxl+dNxK65x60HXts7OeSG29E4/nnAxUVAIBov378rpeQbka3iPykEgoMrVqFAaefDrS1IRCNomX4cCy9/HIAwPKzzsKgc8/FhIMPRrSwEN9dcgnQ4ei2/OijMWLGDIw//HAgEMCaPfdE3e67i+fxMrQohbU1srRskO/4QTpdhvySdvhxb/y+31krc8lSbKWBGhcqP/prOiVt6UzMmsr5TGylM344WKYTyQVOkvK4JpX0yqHQXB/67DNEq6pQevXVKHrjDaCkBK0XXYSI+bxesgTB119Hy+23x1YFv/oKoY8+QukVVwDNzWg+8kiETz7ZqnwbsZVKSUjPflt3Qj8S3AL+t2tbBzrJNdUlybKJV2Ovpsy1htW2VM/Se6Zfz2mpvkyJmunYJrm6mctdObkBXdd7OBxO+nsT68nP66+/jquuugrvv/8+ampq8Nhjj+Gggw6K/T4ajWL69Om49dZbsWbNGkyaNAk33XQTJnSElDcW8JxzzsGDDz6IxsZG7Lnnnrj55psxdOhQ2+KkTOvw4Vjy5JOd1rV0VGxb37745qabEu4XLSnBgksu8b18hBBCCEmRlhaEFixA09ixaL7iCgQ++QRF++2H8AcfAP36AQBC992HyJQpQN++QMdLY6C1FaHvvkP9008jsG4dyvffH22jR6N1770zeTWEEA+xlr2tX78eW2+9NWbOnJnw91deeSWuueYazJw5E++++y4GDhyIvffeu5P/9tSpU/HYY4/hoYcewn//+180NDRg//33R1tbW+pXQgghhBACIDJsGKLBIJoPPxwAEN1qK0RHjEDwiy/aN4hG2yVvxx3Xeb+hQ9F86KHtZge9e6Nlr71Q8P77aS49IcRPrCM/U6ZMwZQpUxL+LhqN4rrrrsOFF16IQw45BABw9913Y8CAAXjggQdw8sknY+3atbjjjjtw7733Yq+99gIA3HfffRg2bBheeukl7Lvvvg6XkzuygnSQzS5qfiRTNMlVWZaL65pm+3SiKYNfMox07ZsKGncxc72LtCxTCYo18hKXsqUyfti6D2oco7zqry74IeuVlv0et+PPJ6HpQ9E+fdA6eTIK/vMf4Je/BBYuRGDhQkQ6kpoH33gDgeZmRPbcs9N+zYcdhsKXX0br5MlAUxMK3nwTTVOnJi2P1D7M5bq6ui6vK5ufW8nkm7ZyVs32mnYn9VFTKia5hWmOL91LF/muxpXOlL3ZOtdpP7Xw6h1BcnXTSODM9eb2qZbTZltPDQ++++47LFu2DPvss09sXXFxMXbddVe81WES8P7776OlpaXTNoMHD8bEiRNj28QTDoexbt26Tv8IIYQQQiQ2XHMNSm64AUXbb4+iI45Ay8yZMdOD0F13oe03v2nP7WfQdOqpCKxYgYqddkLF7rujZa+90LL//pkoPiHEJzw1PFjWkQh0wIABndYPGDAACxcujG1TVFS0ySxvwIABsf3jufzyyzF9+nQvi0oIIYSQbkxk5Eg0PPlkwr/st/zzn4l3Ki3Fhltu8blkhJBM4ovbWyAuSWg0Gt1kXTzJtrngggtw1llnxX5et24dhg0b5l7QNOCl/EjjHOMV6ZA3bMQ2TJ7Oskm4lsFvuZpL+VzcxTIlt/PLEU3jKmUibWP+sUdzHFvnMI37o7m9pn243EtbBysTv8aDdCYwTaeTot/3UjqOtOzl+NwdEiVvxCUprG1/0jicZRIX1zVNXZjjrVQXGrdCqX3Y3kvJyc1crunIQQUAS5cuTbiNXy6Stu1LI3Uz5W1mYlObpKV+4qnsbWBHItD4CM6KFSti0aCBAweiubl5kwe0uU08xcXFqKio6PSPEEIIIYQQQmzwdPIzatQoDBw4EC+++GJsXXNzM1577TXsvPPOAIDtttsOhYWFnbapqanBp59+GtuGEEIIIYQQQrzGWvbW0NCAb7/9Nvbzd999h48++ghVVVUYPnw4pk6dihkzZmDzzTfH5ptvjhkzZqCsrAxHH300AKBXr1444YQTcPbZZ6NPnz6oqqrCOeecgy233DLm/qalsbERBQVuyj2/HdGk42vPa+vclCsJ9VyS2uViMtZ40ukGJeG39EBDtidaNetCCtdL22iWNXILjWRCI3WT8LstaspgK5VKNh54lczUxA+3RdtrzpTcV3oGpdNVEHC7ry7yNpfnqHTPbO+l6RRn27Y0SdAlUnmfkOrR5XkjndvWUdRWxqw5joQkRdbI26T10r30sv9pJKySZNB0bzOXJdmbdF4Nia7Z1ySn7733HnY3MiRv/Bbn2GOPxV133YVzzz0XjY2NOO2002JJTl944QWUl5fH9rn22mtRUFCAI444Ipbk9K677kIoFLItDiGEEEIIIYSosJ787LbbbohGo+LvA4EApk2bhmnTponblJSU4MYbb8SNN95oe3pCCCGEEEIISQlf3N5yCUk+4UcCKE1Y3Ut3KolskMO5JAnLBlJxN7Kt91ysl2xw4rPtQ/H1bF6DFK43l6uqqrrcRpNoz0ST8E6SQ2gkc9I2fkiZJHmJrewkGxP6uvRRWxmQSx25ILUV2+SUrmODX45y6cK2LmzdBr1yg02lDfnhtmm7rzSO2b4T2bp6au6TrXQ5k/JSzfVrZNwujobpePfx1PCAEEIIIYQQQrIVTn4IIYQQQggheUFOy97C4TAKCwt9SXiWKReq+BBqpiQd0nld5AZSaDnb3Ns05THvcSr3KNuu2cQPyaeE37IIW+caQE7gZutkYx7HlMbZ1ot5TPN6pPWS3MJ0EDKXbWUVmjp1cXYySSWhqK3blB94da50lllqBxq3MKm9SvfPVSqc67JpE1tpvNTXMymV8huvXHYlaZmtjEs6jiYJqa0ELh3JhDVIdaFx05PKmkl34pye/BBCCCGEEEJygz7Tp6Ps5ZdRuGQJ5j/+OMKbbw4AGPvb3yLY1IRgIAC0taHk228xf84chMeOxeD/+z/0mDsXbZWVAICGnXfGinPOSbkMnPwQQgghhBBCfGf9lCmoO+kkDDriiE7rv/rnPwG0R4rKn38e/W65BeGxY2O/X3XCCVhzzDGelCGnJz+NjY1JcwPZhsNtHTy8krclC/1pQqoSUjhdk1hRwiXs6uJipKE7hPclXNyBTHKxjlxcYzT1Fn98SQIhSd3MZSnU71Ubl66nsuOvYYA8RmkkCaYczsTFScq239smc9biIodLp8TEpb17hXmPbd2yJEc4L/uDJuGw388b22Pa9huNlNUrtze/ZITZIEmU6sIc62wdDSVsJXAa5z6v+ncq98KrcS/+vbFpq6263KfyscdQd8ghnpw/ETQ8IIQQQgghhGScguXL0ePdd7H2gAM6re9zzz0YffDBGHbaaSj+4gu3czjtTQghhBBCCCEeUPn446jfdVe0GRHeFWeeidZ+/YBgEOUvvYThp5yCb595BtEePVI6R05PfpqampLK3iT8CMVqpGSapFfxIU7b0Kkm8ZxtGFU6via07ocblFeuIOmQgGVKZpbOhJDZlnDQpa0Dna/HdGmTpG62Tm4u2CZKNOVB5jijkSBpHJOk9qQZh6RzaV3dutreFdt7mc4kpH7UhbSvxtlKI3Vzlb2Z59YkH3ZxJXTBZfwxy1xXVxdbdkmSafucTkeidROv+q+t7Ftyb3MZG23HLmlf2+1NsuV5LElnzfXRaBRNTU1oMq8lGkXlY4+h5qKLOh2vdcCA2HL9Xnuh/7XXonjBAjRNmJBS+Sh7I4QQQgghhGSUnu+/j0BLC9bvvHOn9QXLlsWWSz/+GKG6OjQPH57yeXI68kMIIYQQQgjJDYb97W+ofO01FK5ejS1OPx1tpaX47PHHAQB9//1v1B18MBDsHJsZfOGFKFi9GggGESkpweJrrkGkvDzlMuT05CeR7E1ybJPCul4l49MkHjPdRWpqamLLtbW1seX4hHKZTAK1EUnGoNlGWi+59Ui4uKiY2LoYdTc08kyvwua2DkJ+3w/p+GZbBGR5m7mdKXWL338jLv1VIxtLxcnOZhup/C5ORJp+aXvMZElqXepIGse8kuhpEv/Z4uLkKSE9z6Q6kdZrkqVqkZL9apbNfTWSVZc6tX222crbkknmE+HV2J7surJFdtUVLtIyl329wu8E06mgTa676LzzsOi88zrLYjv+X/73v6OkpATxV7Hi/vvFc6UCZW+EEEIIIYSQvICTH0IIIYQQQkhekNOyt7q6OjQ3N4uyE1sJnLSvhEbqJoWoTQmctE38z34l/0sVM7yqkRtIsjfp/plIdSQ5Dkn3QJPINh14JTPL5DUkwrafZQqpLQKypE2Sarq6y3WFH4kiNZIuTX8ycXG2cnGnSpakVlNfXiVh1SSZ9EPS5ge2Sb69csuKRyPJNM+tSVAsPW/S6dpoonGENd8XpHcHP1zTtG3Oj7ZpKxl0cVu0TRDrMtalsx+n8rywfc/0KlFruj9DYOSHEEIIIYQQkhdw8kMIIYQQQgjJC3Ja9hYOhxEMBn13OdGE8jRuLJpwdXzINVOyJilcKskHTFcscxuNw5ttglhJ8qCp92xwaQHc3AT9wCvnMJftbZ0EbWVTGhdCQJZN2SYY1eB3Ul/NPTDlPmZiRY3kz8SPxH/SPZPuESA79El1bXsvzfHERepmK9mxRePW5yJN1ZTfNRmrVFaNHFxz/RJmnzDRjAGacUnaRiNv0zpqdVVOzfZaya2tI55t23eRq7s45mazXNvED2l0sv39kFzbtqFEZWhpaVGXg5EfQgghhBBCSF7AyQ8hhBBCCCEkL8hp2VtdXd0mYUnb5Jm2SFI3M2mpraubJOOKP5+tY4hXchlJ3jZmzJjY8ujRoxNuo5GdSGjKL90Ds95NpPXZSLaF3DV41ee0EqeNuCTGjC+z5OSWbfiRRFaqd0meoJF0eTUOad0izXHJHItsXd1MpOu0TTjpknjbq0Sl5vFdjmkrmUulTWjqSHqWejVWaCRwGsyymfJS6RlWXV0dW9ZI5v2QUWoTk2tkabZtzbZ+/Uig7IfcXCPL1uB6j/1+v/Dj+F3VUWtrq/pYjPwQQgghhBBC8gJOfgghJM0MPPZYDPnFL9B3r73Q56CDUPDpp+2/iEbR8+9/R7+f/Qx9d98dVYceGtunfPZs9N1jDwwcNgxl//xnhkpOCCGE5DY5LXtbs2ZNSombpNC4H05umkSB2rCsi8OUreTDlLGZ7m3meknq5pIsziXprOaYmqSoLsdPBZfwtcu5/ZZ02TrISUkJJemTbf+T5Gzx5XSRR2lZceONiFRUAADKXngBvf/4Ryx54glU3Hkngp99hu+ffhooKkJoxYrYPuGJE1E3axZ63HijZ+WIR6oXPySrGtcfSd4muUvG/+wig5b6lrYd2WB7HFtnORvHpHjS0R8kbJ3pNPJEW8dPc3uzPWmOU1tbG1uWpG62Dm8mXjkY+uHq5YqmjfuRkNTE1oFMs6+Ei/w2Ffx2mNS8K2v6k19tMKcnP4QQkotsnPgAQLC+HggEAACVt9+OpfffDxQVAQDa+vePbdc8bhxCpaVAkAF7QgghJFU4+SGEkAzQ7+yzUTp3LgCg5s47EaivR6i2Fj1eeAE9nn8eALD2+OOxfv/9M1lMQgghpFuR05OfNWvWoLi4WLWtxq1II3WTwtJSIk1beVt8ONWrZIoSmmSmEyZMiC1rXN2kUKZXzim24WGznKYMQdMONKTiXJTPSH1RkldKbdR0RtJIJFKpfz+lCCuvvhpNTU3o9fjjqJwxA/P/8hcEmpsRrqvD8vvvR8HSpRh1zDFo3nxztIwdC6D9Onu2tqKlpcVJyuQHLgkNJambJG8zl81t4vePd4LrinQmlbZNTKgZo1wSytq6Adom+dTilTOdua+tm57ZvqR617hCaqRutq5u2YhXToS2x3dJopup53Gmxmft9bpICePdijeiGdMkCbyE6/2jfoIQkpXs+cQTOOWKK3DGmWeiKoFF+dYffYS/TJuGzb/6KgOl8461Bx2EHu+8AwBoKyvD6ilTAACtgwdjw49/jOJ58zJZPEIIIaRbwckPISQr+WriRNx/6qlYlyDPRo81a7Dde+9h0dChGSiZG4H6eoSWL4/9XP7SS2irrERbr16o3Xdf9Hr7bQBAcO1alM6bh+Yf/ShTRSWEEEK6HTkte6urq0NRx4fBG5HcJlzC9aZUSuP8Jkm90pG00kUaoJGVVFZWxpal5JOZun5JOmKW03SiM9eb5ZTkEl5KDzRJPG0lV6nIKjNNMunIYkP6Fs8u992H53/+c+z14osA5PanSdQZj1SPGsclzT0oWLUKw6ZORSAcBgIBtFZV4fubbgICASw5/XSMnD4d/R99FACw6sQT0TxxIgCg5+OPo+qqqxBcuxZlL72EylmzsOzWW9FsyFLjz+uVxMKPxIW28jZTCmnua45J8efwA+kazGeANLZo8OP+acYbSS6o6TdS0lHpuRh/XZlK6GybSFsjVZQcKc1l6Z3Cr+eN12jvl+YaXKSaXrlKeuXa6BXpfm+UcEk0K33+YSL1Lc07UaKxcf369eqy5vTkhxCSf4x77TWsGTQIS3Iw6gMArYMG4buHH970F42NaKusxPxrr+084Hf833DQQWg46KC0lJEQQgjprlD2RgjJGcpXrcK4N97Ae7/8ZaaLQgghhJAcJKcjP3V1dSgsLBTD6S6J+WwTY2r2TQU/XFQ00hPJyU2SjaWjLhIdU0IT3tZIFWzPG39cTZkkuYmtA5QksTDr3UViIKFxT9Jsr6F/dTXK1q7FEdOmIdLWhh4NDTjwyScR3HFHvN0hD3NNQimF7m1dcNIpW9Gcy0VGqTmXbb/UJLg1pW6jRo2KLWsTsHp1D6TjaCRwJho5qkZCrEGTAFMjPbSVB2ncUZPh4hoobS+hSUJuYiub0iR9lMqQDdJlV8mV5ho0bdzFrVAaZzTPWr8lcLbytmyUQtqWWyMjTfVTAJv6yenJDyEkv5i/446Yv+OOANoH0aNmzcI7kyfj7V69MlwyQgghhOQCnPwQQrKSvR9/HJt//jl6NDTg4JtvRktxMR657LJMF4sQQgghOUxOT37C4TDa2to6rZPCaxpsw6+2IUtNCDUVFxyNvEgK90rOShrnHz+wDTNrkiaaSNdl21aSoZG0SRITTbhXI8mUlk1cErt6hSQ1KS0txSO77grsumvne2kkNq2trcXVBxywyb621xVfP+b5TNmOlHCxKoEVd/xxbLFt1xpc2o1t+7BNZpqp8SYeW6mYiZQk0zZZpYu0RSqnWY+mlFAz5nvVjpONSfF9fyMuz3MTjXTGVm4nlVk6plfS8EwlPs8WpDJJ7VfT3jX9xgWXsVfTN2yT+GrL6gea/iRJ47oiHA6rt6XhASGEEEIIISQv4OSHEEIIIYQQkhfktOytsbERBQUFviR3tA39uUgVtO4iLuFIjdxESmyaqWSmGoczCY18ResYZYskN5TC75IETnP9mhB6dXV1wvW2kkqv6kg6ryRr0UhKNC6MGseueMx7UGNI7iTpk22b8iOJpYlXcgsXWaFUTrN+JBdJTR2mwwFJ6tMmZt+V6t02Ia6EdEyN1HnMmDGxZSlxrIszoDmeSQmHk8neJIc4r57tmnvgx/PM1snMq7HXjzE8Gel0vJTea8y+OMFIAm0um8mRvXAaA3T30mzf5jPFbOvmeo2LnatDrVTWVJ6Zifb1SjZtkuiYra2t6nMw8kMIIYQQQgjJCzj5IYQQQgghhOQFOS17C4fDm4S5XBKkZcrxyhVNaNaUImjkV6YMxSsHNtt9NdI122NqHKY0LnDJrlEjKzTvgSQxlLCVEpjnNZGkJunsB5KEytatziU5XjIXKbNebNud3zJBE83119bWxpbr6upiy5IMQ5IfadwlNX3XdpzQtkuv6l06TrY9JzSJAqUxxlzvd9mSIclFzTZo4sc9yIYEklISYD+OL7XvVJJ8prPupDZuPlNNaaetnN8lyammTjWyYU37NrdxTdJue/80SZldsE0ovpF49+dkMPJDCCGEEEIIyQs4+SGEEEIIIYTkBTkte6urq0MwqJu/uYT10onreaXwrZTMVAoDS+F3FycXTRhfEzaWkMLAJqbDi3S9mhCySfy5vEpyqnFLcXFRMSUlkhOYRiIqlcEl2ZqtNNVF9pbsWFJ9SUiJUDVo+pntMSUHIUnyqHEicmlzUj9zTcwn4YcETtMXvXp+uLQhc9mUMUtjvh8OZ5qyxaNJIms7RknHcXEuTKeTmQZbOaqtrE4an1LBxVlPkrFLsvJRo0Yl3F5a9gPbdyjpMw2Nw5tJsjbq8sx0ec7Zlsekq7qLRCLq8zHyQwghhBBCCMkLOPkhhBBCCCGE5AU5LXuzwUVO5ZLcSkMyJzqvEptqHM/SkQA0EV6FTf1wx0nFBUYKU2tkH344EWpcq1wc1ST8dsVKR7jdVlpgLmuSdWrkpS5yHEn2Zjq/Sc56fst6NC5l0vbJ1qcjkaN07kS4uPWZSNflVdJqk2xztHNFql9NvbvcG1s0sjSXJN+aZ1gq/d7WnUyDdP0aF8NseK8x8SPJpzRmSpLQ+GeZ+Tzwe6xP1zseZW+EEEIIIYQQEgcnP4QQQgghhJC8IKdlb42NjUnd3rySurmERzWOM9okUdI+Jhq3H42rm1RHfidudHECy0Y0YXa/r0fjFiO1Qa9c1/zGS5mOJBuTpGgaByFb+aTkgKS5H2aZJXmbtL107V4h9Qfb5I6ufcbvduriNObyfNK0RamuU00sqN3er3HOVnLl4hiZKWm1S3v1410mvjy2zmG212PbxjWurn7jlWOn7dhoytmSIY37Xrn42rrGpRtGfgghhBBCCCF5ASc/hBBCCCGEkLwgp2VvpaWl6iSnfsu4bM+bDtLpZuKC37ICv52L4suskZtoXJa8kgBqXHOkZIeSi0w246U7o20CVxONTFUje9McR5JTaSR8XiW3TMUZsSv8Grf9dufyahzT1Km03tblyiuZlUSyOvfjfJp+oyFTz3C/68Rl+2TjhMsYIrnSSrI3KXm7KfPXSG2zAa+S0UrE30uzHl1koV7hhfyztbUVCxYsUJ2PkR9CCCGEEEJIXsDJD/GNiq23RsWkSSifPBnlkyejcM6cTr8vfeQRDBo8GD1ffTW2rt+f/oThP/0phuy/P4bsvz+qLr88zaUmhBBCCCHdlZyWvXWFH5IJv5M1dbfkcg133onI+PEAOq6t4/qaq6vR++670fTjH6O5uTlWr21tbVj5299izTHH/HCQJHWiqUeNw5ItyWQ9tnITsxx9pk9H2csvo3DJEix65hm0jB3bfr558zDwiisQ3LABCASw7NxzsWGnnQAAI6ZNQ8U776C5ogIAULf99vjyhBMSllVTTikcnk7ZWzpcohKdS4tGQmaSzjHH1mksFWlLJkilDr2SPknYyvtckgZLaKR3tn3IVgLnZR91qRevJJwu59Xgklw2U8mmk53XD6mUrdTNdHjzqh9kCq+cd837YkoBgc6ucC714odUWiN5TNS2Wlpa1Ofu1pMfkr30u/BCrL7oIlRdeWWmi5JVrJ8yBXUnnYTBRx75w8poFMPOPBNLLr8cGyZNQlF1NUaceCK+ffrp2CbLjj0W3//ylz/sk2UvroQQQggh2QBlb8RXepx8Mip++lOUnXEGgqtXAwDK7r4bzZtvjvA22yTcp88992D0wQdj2GmnofiLL9JY2szTtOOOaBs0qNO64Jo1CK1diw2TJgEAmkePRlt5OXq+8UYmikgIIYQQkrPkZeTHJRTrIsfRODXFH9OrkLWtI5AX1D/9NKJDhwItLSi97DL0OvNMrJsxA2X334/FDz8c266oqCh27rXnnova/v2BYBBlzz+PEaeeikUvv4yocA6XpHvSelvpUioh466cTQKBQGxdpKoKbX37os+rr2L9z3+OwDvvoGjBAhQuWRLbZsADD6DvY4+heeBALD31VNQOH25dJhvMMpt1l4uuSl6iaV8SXsmgbM/llfzTRONW5JUkJtlxbV32XGS0mUrwq0Ejz/PqeWbi6hYmSWFcEjFrcLk2DS7y2HS6uGqv0auxW7rftomk/XyvSQVNW7QdqzTvk1Jdxf/sVXJrTTvQJKwdZPwB2JQ2SolZNxIOh9VlzcvJD0kP0aFD2xcKC9F0yimo2GEHFL73HoLLl2PoPvsAAEIrV2Lwt99ixR/+gLrDD0fbwIGx/Tfsuy8iV12FwupqNG+5ZSYuIWtYPmsWqv72N1TefDMax4xB47bbIlpYCABYetppaOnbFwgGUfnKK9j8jDPw7gMPIFJWluFSE0IIIYRkF5z8EH9Yvx6B1lZEe/UCABQ9+ihaJk5E0yGHoOmQQ2Kz9kFHH42Vv/kNGnbbDQAQqqmJyb6KP/wQobo6tIwcmYkryCqaf/QjLLvzTgDtf0Uac8ABaB4zBgDQ0r9/bLu63XfHkBtvROmiRVjfYZZACCGEEELa6daTHz/cXvxwvvE7uZwrqZQpuHIlehx7LKKtrUA0irbhw7H8yivRmuBYRUVFsTrrd+65KFi1CtFQCNGSEiy/8UZEy8udyqNxorGVsqQjlF5SUoKCjvM0f/892vr1AwBUzp6NSGkp1k+aBDQ1oXD5crQMGAAA6DFvHgrWrgU22yxWRluJk0uiVa/6nCakL+GXy5MfLkuZcqeSypBOiYjkvOjq9CeNpxq5l+31a5wk/U5W6cfxbeUrGvljKhIqrxJUuiQr9gq/ZXheoZEqautNI0nUJPeU5G1+JwZ1wfb9wla2p+lzye6ZlMDcj/dRzX01l8d0/GEXAEaPHp2wnEuXLt3kPDZ9rFtPfkjmiIwcifrXXuvUGBNNfGoeeKDTz8vuvdf3smUzFRdcgJIXXkBwxQpUHXkkoj16YOVbb6H8wQfR89//RiAaRdOoUVh0/fVAx3dBI6dPR+Hq1YiGQogUF2P+3/6GSM+eGb4SQgghhJDsg5MfQrKIdZdfjnUJErvWnXEG6s44A8Cmf9345uab01I2QgghhBA/CbW04Od3342qZcsQ7NkT4d69Me+007CmqAg/ue029PvmGzQFAmguLsZLv/wlVhimCFq63eTHbwmHl45fNsdPhkvo1yv5hB/Od+k8jolfCWj9lqpo6kIKuWtC9LbX74d7lO25vJSSeTWepFPaqqmXTElqukpYF4/r2OtV0msp8W9tbW3C9Zo2qBnDXcpZV1fX5fE1ZXMpjxbN9UtJLzVOVZq2lg3yc6/eNbxymkx2Xlt3PNv2nitJSzVSXtuxzqtxK5nbm7ns8iy1vZdSPy4pKcHXu+6KRRMnYvCQIRj51FPYauZMLD3rLCzabjvM/e1vsWT5coz54gsc+MADuO2cc7osWzzM80MIIYQQQgjJOG2FhVi05ZYxaf+asWNRtnw5AGDxttsiGgoBAJYOH46KNWuASMT6HJz8EEIIIYQQQrKOUU8+ieU77LDJ+u3ffBPVY8cCQfupTE7L3hobGxGMu2iXZFK22IZcvXQOcwn3SuFnSaqRqdCyH2VIt7uWdD6XRGIuaCRwUjmzwZksG/HK1c2vpJ+J8MOhT8L2es31lZWVCbdxlbpp0Mg/zf4hLdvKXb2SukmJC21l0n64aCWrB1tJVLycx/Z8XW2TDWOdH89gF1e3VN5ZJBcx2/utObet1NQFjZTclMRK+9omuLUtf3w/0dS1Vw6FkqxOk7B2s0ceQY+lS/HJpZcCRp2O//BDjP3kEzxwyikplS+nJz+EEEIIIYSQ7sX4Z57BwPfew9y//hWRkpLY5GfE3LmY+NJLeOjEE7EhRWdbTn4IIYQQQgjpipEjgZKS9n8AgmefjcjhhyPw3nsoP/tsoKEBCAbReN55aNp5ZwDAiFtvRdWbbyLaoVRa/OtfY9Wee2bqCnKCcc8+i5Fz5+J/l1+OVmOCM+J//8M2jz6K+3/3O9QLygANeTn5cXFH88o5Rdo+WejTxeXFKxcSqTyZSpQonVcj6fLqvPFIibg07jUudSeVyXR6kqQ5mtC934kb/cA2WWMqx/JDxibhR6JOEz8kPhr5ildJ/bzErAtTtmL2aU0fcpFi2475Uv+WJCi28iO/kK5fKqvUXqTEjbZyX0kyaOKVtMpvB1lbiWu6Hf28QvNM9awt/+tfwMSJAIBIUxMQjaLoyCNRe/31aP7pTxH65hv0O/JIfPv00+3J2o86CgtPOgkAULRqFbY95his2XFHlBgJ3F2St2rqM37fdH7OoJE4m/2sZ10dtn/wQazt0wfb/elPAIBIQQHuPOUUHH3LLVhfXo4D7rgjtv1NBx+MDaWlCIfD6jLl5eSHEEIIIYQQZ1avBtasQfNPfwoAaNt8c7SVl6PnG2+gfu+90WZMckIbNgCBAAIpOJTlCw2Vlbjh+usBxE3S1qzB32fMAND5j1CpwMkPIYQQQgghGo45pt1eedIk4C9/Afr1Q7R/f5Q8/TSa9tsPhR98gKIFC1C4ZElsl0H/+hcGzZmD4pUr8c3556O1V68MXgCh1TUhhBBCCCFd8frrwMcfAx98APTpg8ITTwQAtMyejdIHHkDfffZB2d13o3HbbREtLIztVnPYYfjggQfwyS23YNg996Bg7dpMXQFBnkZ+NBZ8ki2jra7bVmPr+p2ApOE2Nesaa1DpOjX6ZD++dZDqUTqvpCW1tZ3VEH8cSSPulY2nphwaO14pI71X3zH4ja1m2W9tPeC/pbVENny7aFuPLt9D+PVtpGRPW1NTE1uWvumz7TdefcOkseE2j2muN63EvRqHvESyxZXq0VwvbS89GzTf9njVd9P9TVVX+HW/M/UtsK8MH/5DmzjlFBRvtVX7dW62Gdbcfntss0F77on6oUPR2NjYebzdbDM09+2LXh9+iA1TpsRWe/WdT7bUs6avSH1O2rer/trS0qIsHSM/hBBCsoxgSwsm/uMfmHDwwRh/xBEYefHFAIDKm2/G0L32wsAhQ1D84oudd9qwAZWnnoqK7bZDxQ47oPDJJzNQckJIt2X9esAwEAo98ghat9wSABBYvjy2vvyhhxApLUV9R2LOsoULY78rWbIEPb75BhtGjkxLkUli8jLyQwghJHv50V13IRoI4LM5c4BAAAWrVqEcQOPOO6Nhv/0w4MILN9mn5z/+gWhxMda9/z6CCxeifN99sW6XXRB1sEMlhJAYy5cDhx6KotZWIBpFdNQoNNxyCwCg+K67MPThhxGIRtG82WaYf9VVQCAAANj8jjtQunQpoqEQUFiI+X/8IxpHjkR2xGjyk243+dFkjx09enRsefDgwbFlKVyoCZNLGbSlsJ4Wr0KYkhxCsofUoMkE7BLSd5HvmNcoSVZspV7SeePLKUkPpXbkIoGwlXOYMh2pXvy2cPWDdIf6/bb9TsW6NNNlsM3oXVVVlXCbUFMThr38Ml66807073h5aO3bFwAQ3mYbuSxPPIG1112HEIDIiBFo/clPUPjMM2g++uhNttX0G9Mi3uwrktRNI3eV1rvcS41ERPNclI4pZV53IZXjSDI2yQ5bIzuVnou2kkcT6bwa2bOEZoyxlSL7IZXt9oweDXz4IZqNuoh03Jum885D05lnxtb3NO7Z9zfeGFveWO9V8MeSW/s88irlie25Ne9Umn0Tbd/a2trlMTbS7SY/hBBCcpeymho0l5dj84cfxqDPP0ekuBg1J50E7Ltv0v1CS5agbehQhDp+jgwfjuDixf4XmBBCSE7ByQ8hhJCsIdjWhh7LlqF++HCsveAClH79NTY/7TQs2X57RPr0Sb5zR6QIABCN+ltQQgghOUm3mPxIYWNT0jZo0KDY8oQJE2LLpgROQpJQuYSK/ZDKJDu35GKkyVovSSZc3KD8uH7JvcyUJ7i4M0nONfH32NZ9ydaFzFbqpnGnspX9mWSLu8xG/JJwZIPznR9SN5fyS1INjcxKklNt6NED0WAQS3bdFYMANG6xBZoHD0bRN9+gKcnkp23IEIQWLQKGDAEABBctQsvee8d+7yIRleSi5rLkJCn1dRfJi61ERHONUpnN9aZUUUJTftd2LO1vutdp6khqE+Z9lZBcRE1cpG4SLu8UfrnMpeN9JtG5pGdtNpApuatJsvqRxiupT/ghh9O4X9q097a2NnWZ6PZGCCEka2jp1QurttoK/T/8EABQVFODoqVL0dLFH6qa9t8fZXfdBQAILlyIgrfeQothJUsIIYQA3STyQwghpPsw7/TTsfX116PsvvsQDYXw/YUXItC/PypvuQUV992HUG0tCqdORbSkBKteeAGRPn2w/rTT0OuPf0TFdtsBwSA2XHklooqcZoQQQvKLnJ78VFZWIhQKqVzdxowZE1s2JXDmsomL45VZBo0jXDrCtRr5lbS9JlmcLS7hXrMMptTNdGfSSMA0sgUJbfI2SXoibSPJSqT2oknsqpG3uTgFSeVMJy73L5Xt/JCKabbX4HcCU8nVzVw2x1WzTWskcCUlJYiMHIkPr722szSuqQnLjj8ey44/ftN6a2wEAgFsuO66zvWlcPMyxw1J3ibJRW3lj165O2kkItKyxqVMcuvTyLsSSlnCYfS5/HKUvf46okVFCI8fj5XXXBPbruejj6L/uedi2W23AXvsAQAonz0b5XfcgeLqaiw77zysOeaYhOc20YzLmrZvXrPZfqVnuEk65VfplJslww/ps0ZmrNnGb1m27fH9fkZq5L3x26WzzXr1KUii40QiEfX+OT35IYQQQkh206cj58mil18GAgGEVqyI/S5UU4OKBx9E049/3Gmf8MSJWHv11eh7++3pLi4hpJvDb34IIYQQ4guBDRvQ81//Qu0558Tc+Nr694/9vt+FF2L1RRchWlTUab/mcePQPGZMZwc/QgjxgJyO/JSWliIUClm7ummStrmEkyUHC3NZcpPxMvwoXYMUdrV19dEc06t9NeFtW6mbRr4irU8mBZGuR5KceeUmKIW4bZ3spONL5cmU1M3EJYSv3d7F+U6qIxf5oK18QLO9xqFIkreZ680x2VzWyL6kvqVxUAPk69Qk+NU4vNkmBM4UtgkHzftkYtvv4yVwxd98g7bKSvS+6SaUvvkmIiUlWHPGGWj66U9Rfv/9aN58czF5bUlJCUKhEAoLC61d5FzGAa9c2lzGDD/Gamn7bEFKEC49qzXLLoncvSKd59W8BwCdpb8a5zdbNM8br2WblL0RQgghJOMEWltRtGgR6jbbDLXnnouiL77AoN/8BsvuuAMVDz+MpY88kukiEkLyDMreCCGEEOILLYMHIxoMouHAAwG0y9lahg5FwYIFCC1fjqH77INhkyej+MMP0ff881H+0EMZLjEhpLuT05GfkSNHorCwsJOkzVw2w/gaqZuEJuxtrndxhHENRdvuLzmQSWhkKL09speVziW5urkkM9XgVZK6+HNLYWrNOTQSiEwl5PQbW1ezbEvGGk82JDCV2rgpb5MkbRo5nK38zyQVhz4pcWV1dXVs2ZR/SPI2W2dIP5Jbmrj0Y6n80jikKX/SZNAlJajfYQcUvPwyGiZPRuHSpShcvBhNO+2E7//3v9h2VYceivWnnILWvfeGeZZQQQEKCwud2ogfCR27dLhLAZex2qVveSmT80Nyp3Ex9Nu9TCPjcnEJdkEjo493eUynlNcreVtXbdlG9sbIDyGEEEJ8Y+EFF6DPP/+J0QcdhGG//z1WXnppJ9ODRJQ++ij6b7cdSp58EuVXXYX+222Hgnnz0lRiQkh3JqcjP4QQQgjJbpqHDsXCu+6K/Zzor9+1jz7a6efGQw9F46GH+l00QkgektOTn5EjR6K4uLiTq9uoUaNiy6ZjmSZJpC2S45DkUiKFJl3DoC7JoaR6kZala5OcgmwlcC5ObpLUTZPkUyqDhvj7ZysNkbbxg2xJitcVtvWQqfrMFjTSC5d2LTm5SXK4ysrK2HIyZzYvyhm/vWZ8mD9/fsJtTClIOuWiXrV3l/NqXN00iVmlMV8r+bN9HrpIqGyfDRKaRLCae+bHu0muIt0DU6YqJUrWJEX1ylHTKym9LRqnV1Peay4DusTNtti2ca9dgtva2tT7U/ZGCCGEEEIIyQs4+SGEEEIIIYTkBTktexs0aBBKSko6hTul5Jwuri4mppzDFltntXj8lixJicFMJJmcJswuySGksLRGuuaHU5OJJgmlq8TAK0mNbRJADdkm95GwTc6prQeXpIa2Sd78dqbTtGVJ0jZmzJjYspQwWpK6eYVWPqeRGrskO842SZFXY5RUV+YzVRo/baVu8ettnco0zyrNvpJjmyTvk2RWJl5J17zCK3exbEhmDej6tK1UU5McVzM2aNxabccPzbkkqZsp7413e8tUsmbNvbFdv5GWlhZ89dVXqnIw8kMIIYQQQgjJCzj5IYQQQgghhOQFOS17GzBgAMrKyjrJLTSubi5JqdIteZDKahuCtg2/SyFRqX414WSNI45Xrm5SaNwk3ZIErxy5bNugRhYjoUmWKl2LJsGvH45GUn+VJCvJ6kEjmbCVVtnKKvyQm2iSmUpSN9NRUyNFc5EZa0hWP5r7IS2baJ4TfjjZ2eLyrJLukykt1hxf8yxwxTy3rVzbJTmpxl1MIl+cJ0001+xVYnbpXUNa1mArdZMktNJzRFMe6VxSAlPJ4c3cPv5YJi7t1FaCKj2HzfU20vVwOKwuKyM/hBBCCCGEkLyAkx9CCCGEEEJIXpDTsrfS0tJNwmm2rm6asKNLkj4p3G4uu7rAZQopHCuhCadKTm62ciKXRHNeOry5uMtpXE6k8LCLPMVWSuiSDNLWkclEEzI33cvMZVfnN00yXlOKYC7b1pcfEjiNHFBadpG62Y6lqeCH25atnMMPXOSrErZyLalubZNZe4mLq5sGTXLydLozZoODXDJcEsSa2L5rSZIwCZeEp5rPKFyOqXnf0cjetE63friualwSpWXTYVIjY9+ITd9g5IcQQgghhBCSF3DyQwghhBBCCMkLclr2VlxcvElo0SUc6VVSKpcQezZiK42QpFKmjE3CD8mVVH5btzotLm6CJpLUyHTksg0Va65HCqdrQugaFzgXJKccsx5MZzLJscysw1SQ7rEkt9BIcLySi9juK7UhSRpoK3WzTYZsS3y9aRyaXNqmS5JCDV5JG71yIJOkXpmUurlg67Al7etVW/Y7gW4m30Fsr83FMdH28wEXiZrmXUPjMCi9H0kJ26Vns/ScNrePrzfNNbi0R3NfKXm2JEuX6q6rRNoNDQ3q8jHyQwghhBBCCMkLcjrykwrB5maMmz4dZQsWoK2kBC1VVfj2nHMQHjQIiEYx6NZbUfX884gWFKC1shJf33orAKDw++8xeNo0hOrqEGhuRsPkyVh+zjlAkPNHQgghhBBCcoFuN/npSroWCIdRe9hhWPDTnwKBAAbPmYNx112H72+7DVX33ouy775D9b//DRQVoWDlSpSWlqKkpAQDrrkGjfvsg3XHHYdAOIwhBx2E5v/9D427777JubLRjcXWKcg23ClJI8z1Lu4tLvIVjZwxk25OUjlMmZYUHjZDyF4lM5XKY4bWTcz1UhJcWzSJzTT1Y27TVch8Iy791yyfeW+kdm0rcfJKdqNJuqdZltqN5IxnmzRWIpmTp+1Y4TKGaK7BRcbmlcObV66CGscrv1zQbMcx231tjykd36Vd2+LH88lvGZ5faMZt27FIwrY/ad6DJOmaJqm7JtGqFhe3W0nSZj6Hpee25vnc1T0rKNBPafIubBEtLsa6n/0MCAQAAI1bb42iRYsAAH3uvBPLzzoLKCoCALT269dp32B9PQAg0NQEtLairX//NJacEEIIIYQQ4kLeTX7iqbr/ftTvthuCDQ0I1dai4uWXMfKoozDyqKNQ8eyzse1WX3wxejz7LIb/5CcY/pOfoOHgg9E8YUIGS04IIYQQQgixIadlb+FwGKFQyFqytHH7yptvRsmiRaiZMQMlTU0ItrSgsK0Nyx57DKGlSzHksMMQHT8eBdtsg/LZsxE+/HCsP+00BFetQtXhhyM6aRKaf/YzAOmXuvkR3rcNcXvluqI5vm3iQr9lfiZa2Y2mTFKCzgnGRHvUqFEJt9Fg61JjK3+R7r1X90yqHymULskCU5HnuVyDVG4TTb/xyjHJq+TOUj1q2pAL5r2oq6vr9DtJ9qFJeu2XA6QNXslXTWzbrtS/pfttKwNKht/16+L2lovYXksuucNp+rG5jSkh86qfSXIwW3mzRuomubf54WoJ6MZAjaubRvamcY/sqh5DoVCXx9hI3kZ+et12G3o8/zyW/fOfiJaWItK7NyI9eqDhwAMBAG2DB6Npu+1QPG8eAKDsjjvQeMQRAIBI374I7747it5+O2PlJ4QQQgghhNiRl5OfXnfcgZ5PPomae+5BpKIitr5h//1R9vrrAIDg2rUo/vhjNP/oRwCAthEjUPyf/wAAAhs2oPjNN9Ha8TtCCCGEEEJI9pPTsreN2Lh2hGpq0GfGDLQMH45BxxwDAIgWFWHpnDnYcNFFqPzjH9HrgQcAABvOOAOhHXYAANRddx16XXghet56KwItLWjebz807b9/wjJoXMpcJF2uuMgKNGFm230lXFyYTPyW3STD1lHODP1Kyxo5kqY8tvdDKo/Gycb2XFJYXVM/trKF+LK5lFVCI3tzkS7YtnGpDWnun8YpzkVCa3stye6f30l3JTLlHqlx4jOxTYTqpbzND9IpafNSXpTomLZ4de9tJbGueFV3tp8C2DrRarDt91Ib0ri3ednPNOWW5Ofmsil1MxOMS/K2TEmLgW4y+bGhbdAgVM+fn/B30T59sOaeexL+rnXLLbH6iSc635QMDvKEEEIIIYQQO/JS9kYIIYQQQgjJP/Iu8pMKmtCcxmVHkg9oQ5l+Jx/zSpbmIo1zKY+Jq3TGhlTCzy5SLpfkbC7YljOdUjdNKF3j9gXoHL9s+5/kZGOWQ9rGbxmRS19xaZeSNMd1HJLkI15JjW3lNV6N1bbntXU01MigpP4tteNU5MHZhvTcdumXtvu6JEPOpAzRFlsZpgtSMnbpXH48a23fA9PtQmj7TJbc3swEppKEP90w8kMIIYQQQgjJCzj5IYQQQgghhOQF3UL25pUczEW2ISV61CTcy3a8CsH6HbpPpwTMVeomSUmqqqqsts8G/GjLLvXjGkp3OZa0vZRA0qt77CLP0DhSmrIFl+SAttvbyoYBoLa2NrYsOW9qyuSHJEOTNNjE7+eES9JcjYwwFVmkH7JeWzmV9AzXLKfbvTURXjmlmuTSO4tX2PZXDbaJWV1Ipf9I7p+SvE1aNmVv0nPbpWyJaGlpUR+LkR9CCCGEEEJIXsDJDyGEEEIIISQv6BayNxOvHMJsJRkuofFUQqia6/QqZOvi3uaSfFHCbwcWzXlN4uvHVkriR9JIv5HqQuOM5NImXKRhkkxHexzbZIGS1M1EuseS+5B0Xs25pH0lealmjPJbGibJ8KRxNdnvckV27FUiQ9t74yKXNOs5lXHLq3FcIx2yTTxuXpskqUzWHrsqjy0u0slseY743f/8kOTbti0NmuOk4x1HI2WWkpyOHj06tjxq1KjYsimBy5Z2Z8LIDyGEEEIIISQv4OSHEEIIIYQQkhfktOytpqYGpaWlYoI1KfyucWQy0bi61dTUJFxeunRpwu1dJRiaMKWtK1M2J0PLhrBpKonjpLCxFEKWljXt1xaXcLofoXiNFNDvOtEeS+qzfssYNOf1qi4045Ikn3PBxXUrfn8Nmvryasz0Krmly1jth4OaxvnNvE/xdS45INpKODVJI6UymduYz21z2Xy2e/U8d2l/fmyjwS8plldyfluJcjqR3gM05fcrea303mhK10x5m7ksubppknbbJobuqt01Nzcn/b0JIz+EEEIIIYSQvOD/t3fm8VVU5///3JsdCMQAgQQCAu7gvtYVUVAs7rVatWqtVq3QUrVatSq2dam22Iq7X9wXrH6hxeXrVsS1/lTqAm6l7EvYyUpyk9zM74/A9eSS5+Y5OTN3ST7v18uXk7kzZ86cOXNmDs9nPk9GR34I6fY0NKDnRRch69tv4RUUwCspwZapU9EyZAh6XH45sj7/HAiHgZwc1N94I5qPOgoAEF60CD2uugqhDRsQam4GJk9Gw8knp/hkCCGEEEKCJaMnP2vWrEkYBpMkMiaaEKpG6rZ48eLYsiZM7mdSNBepm4RfjkPkOySZlpRITOtsFjn/fDQfeywQCiHv4YfRY/Jk1M6cifpbb4XXpw8AIGv+fPQ69VRULVwIhELoefnliJx3HhrPPhuhdevQe8wYNB50EFqMEHai+ksE4WikkcMFXZ9EZWkScQZxXEk+oJHAaRKGaraRZBh+OYdJ420i2VuqEgRm4jhpKw+S+oQkaZPuY9M1LX47F+ctc715DKmu0npJ9qZxEky3hNyaY/mVzDkRQUvOXCRhLvJKF6Rnm62M2bU+0juIKWmTZG+mNE565/bLhdlPKHsjJJPJz0fz2LFAKAQAaD7gAISXLQOA2MQHAEJVVbFtACDryy/RNHZs63YlJWjaYw8UzJ6dxIoTQgghhCQfTn4I6ULkPfQQmo47LvZ3wc03o/d++6Hneeeh7tFHv5sk7bsvcv/2NwBAeMkS5M6bh6wVK1JSZ0IIIYSQZJHRsrfNmzcjLy9PDK1rkplpEgua21dWVsaWpdC4JkyuDVP6JWOTJCkuIfpUJRtNBxKdr9QfNc5vGmmcdOz8qVORtWgRav7+99i6+ptuQv1NNyF77lwU3HQT1s+aBeTmomnqVBT+7nfo9eyziA4disjhh8PLyRHPSYutU1Ob+ls64NnWR1qvlXC4hO41DlOpkppqHLnMMc3cXnL6MfFLWqwZY+P/DqJNXSQ1QbttubiA2iLJH+Mlbdsw2yH+PpZ+k+rqImnTuLRpJJYuzmTSOWquq19yzCBc6YDkykUlaZWti5pE0DJuv+qpIf6eM49tStfMMX3kyJGxZY3UTZJfS8f16/22MzDyQ0gXIG/aNOS89BJqn38e6NFju9+bR49GqLYW2d98AwCIDh6MyocewoY338Tm6dMRqqlB8847J7vahBBCCCFJhZMfQjKcvHvvRe7MmaidOfO773yamxFetCi2Tda8eQitX4/okCEAgPD69YDnAQBy585Fzn/+g/pTT0163QkhhBBCkklGy97Wrl2LnJwcp2SHpoxNQpJkmA5v5rJtiN1PpHI1cqR0SADmQqpkePHH0rgd+ZWgM7RqFXrccAOiO+6IXied1LoyNxc1L7+MnpdfjlB1NVrCYXgFBdj80EPYkpcH1Nej8OWXUfzAA/CysxHt3x+r/+d/0AQA9fUquWgQSI4zGgc8jTuOVjoShPOPJMEx5TtBy7VMpGupkf6a10Ny/7J17NI4vElSN3N9orJsse0HEtLY69cYFbR0RHOOUjtrpI3xv2lkb5pnrCYprnSf+eXqZmLr8Kl5jpho6pZJjoQa2ZSJrQROcyyXdyXb57pLPW3LB9r2O8nJTSN1M5elPqjp18kmoyc/hHR3vEGDsFnQ2Ne8+iqAuIF06+BUc+aZqDnzzMDrRwghhBCSTlD2RgghhBBCCOkWZHTkp76+Hs3NzaJDUaIwu+1x2itHkmFIUiFNyDk+VBp0WDDdkk8FIa0KwjnFJFE72CYG1SxrsE2MqSnHNoGnxtFO2j7opHuJ6q9JZmriV6JPF1wSnppo+plt+2jQSJTM8TZRX7QdZ12uk+2+QTit+YVLmbaSsfh2kH6T2lcjRbN1WJTqo0EauzSuldKyRvYm1VPjOCvhKukKQlrnMnbZjgd+SdpspV6afqk5F0lGaUrYAGDEiBGxZSmZqVSWSTon+E2EdeTnnXfewYknnoiysjKEQiH83bDVBYALLrgAoVCozX+HHHJIm20ikQgmTZqEfv36oWfPnjjppJOwcuVKpxMhhBBCCCGEkERYT37q6uqw995745577hG3Of7441FRURH775VXXmnz++TJkzFr1izMmDED7733HmprazFhwgREo1H7MyCEEEIIIYQQBdayt/Hjx2P8+PEJt8nLy8PAgQPb/a2qqgrTp0/Hk08+iWOPPRYA8NRTT6G8vBxvvvkmjjOy03dEJBJBNBoVQ7m2jkMSfjnCaJwwEqFxeZHQbJNuSUvT2ZnGNWmgRk6mWdaUr0GSSmmc31yuk8YNz8Slj2olLi6he9sEwn5dY42jmG2fkK59EO5lmnFV67rlMs7aylkkgmgXCdtkm7bPAls0z8tE8m5biZPGGUsjKTKx3V6SNZlyIo1blq3szUQjlZKWk51g2a/3IheXNr8kqC6JaW2vgab+UvJSU+YGAHvssUdsWUpWrZG6uST7TSWBGB7MnTsXJSUl2GWXXXDxxRdj3bp1sd/mzZuHpqYmjBs3LraurKwMo0aNwgcffNBueZFIBNXV1W3+I4QQQgghhBAbfJ/8jB8/Hk8//TTmzJmDP//5z/j4448xZswYRCIRAMCaNWuQm5vb5l84AGDAgAFYs2ZNu2Xedttt6NOnT+y/8vJyv6tNCCGEEEII6eL47vZ2ppE7ZNSoUTjggAMwdOhQvPzyyzjttNPE/TzPQygUave3a6+9FldccUXs7+rqapSXl6O+vh7Z2dlOITWXELjtepNkJ33ShMrTMTTZEZqQcyrRtK+Z6FJzDTRJAF2kERpJnm3YWyPhcJEPpBLNNbB1m5Sc8sxrYJvc0qUdg5bCuEgtE/U/8zyl+0aTZFIqU4PU7pp7zq8k2Ro5ke01Dmp7F6lfMhN4S33LXDZlR5KLlua+1LhuSXInqU1sx6RkJEHX3H9ByL419TFxcSx1qZtm3DL7mSl1i3d7s5W6uTwDXJJhB0XgeX5KS0sxdOhQLFy4EAAwcOBANDY2bnfjrVu3DgMGDGi3jLy8PPTu3bvNf4QQQgghhBBiQ+CTn40bN2LFihWxWeb++++PnJwcvPHGG7FtKioqsGDBAhx66KFBV4cQQgghhBDSTbGWvdXW1uK///1v7O8lS5bgs88+Q3FxMYqLizFlyhScfvrpKC0txdKlS3HdddehX79+OPXUUwEAffr0wU9/+lNceeWV6Nu3L4qLi3HVVVdhzz33jLm/aYlEItslObUN5dqGyV22dw3xBZ0A1EVKIZGOMqVt+OX8kqjdJAlLEKFf23PQ9FmN85ZfzkjJJJGzjsu1sZUh2mKbUNWvPiFt45I8WsJFZgzoHAQ1bluaNtW0r1SmdJ+ZMlgJqd39kicGkRw30fZBSJmSmWxTksBJsjdbJzCNnEpyYTTlTZq+5ZJgM9m4vHfZ9idb972gndKkPmdK3SRHN6Bt39RI9FzePyUZt7RNMrCe/HzyySc4+uijY39v+xbn/PPPx/3334/58+fjiSeeQGVlJUpLS3H00UfjueeeQ2FhYWyfu+66C9nZ2fjhD3+I+vp6HHPMMXjssceQlZXlwykRQgghhBBCgqL0oYdQ9tBD+HLGDDTstBN2vfBChLdOPEPNzShYvBhfPfsscNBB2OFPf0LPf/4T4dxcAEDD5MnAOeekrO7Wk5/Ro0fD8zzx99dee63DMvLz8zFt2jRMmzbN9vCEEEIIIYSQFFHwzTfouWABIkZOz28feSS2XPTmmyh7+GHU77wz8gFU/exn2HzVVdhhhx0QqqhAn4MPRuSEE4A45+dk4bvbWyrwKyGbpkyX5JEm6SD9icdW3pAu9U4FicLqUt+xdd2R5DWaELIkZ9T094qKitjy6tWrY8umZEIjdXORiPoVbpfQysH8kj4FQdDJM1N1LFvpZDySk5Ym4aRLYklbByjbe1ojowlChiiRDPcvv3BxN7SVutlKKl2k5345PrpeyyCczaR7K5P6nR9I18wcw8yxzVw2+5zp6BZfru0zOdTYiJ1vuw3f3ngj9vzlLxGJRFBfX9+mzH6zZ2PDySfH/m7ZalTW0NCArI0b4YVCQEtLu8dNBoEbHhBCCCGEEEIyn6HTp2P9uHGIGBMwk5x161A4bx42nnBCm/W9H3sM/Q8/HP2OOw5Vd9wB9O2bjOq2Cyc/hBBCCCGEkIQULliAXt98g4qtJmbt0ffFF1F5xBGIFhW1WV99wQVY/9572Dh7Nnr99a/Axo0B11Ymo2Vv9fX125kkBOF2Y1t+uifedCGI8HMQLjKu7kMdITnraMv1q3/Zuotpkpaa0hlT9qZxe3ORi7pI3Vyc+xJt7+LeZns+iRzMgiRoGYlf7lHSNY6/FpKrmykTkWRvmgS8Ur1dJM5+JZ3V3H9BjI3pkrjQL1xcFW2lbpqxRLONX+2ejLHH9jnnMob4dT62z5Wg3QZNeZvp8KYZ2xIhJVbedj4DPvkEBUuXYv8zzgAA5K5fjz2uuAJfX3EF6o48EvA8FM+ejZW/+c12+8YYPhw9+/dHy5tvoumkk6zq5xcZPfkhhBBCCCGEBM+ys87CsrPOiv192Lnn4rPf/x51w4YhH0Cfzz5DqKkJ1Qcf3Ga/3EWL0Lh1kpa9bBlyv/oKdbvumsyqt4GTH0IIIYQQQogTA156CetOOAEIt/2qZsBddyFn+XKEcnOBrCxsnDIFuZz8dI6ioiJkZ2erZDcSLu5ttu4+nZHDaRKgmdhKFFwIIvldEASR6NFPNBIWMxRturGZmNtUVlbGljWJIjXJTKVweBDY3tO2MpJE9bfdX+OsJ13LoCVF6XD/+YU0lu4QZ5WqkbpJjkjxZW3DVurmgq1k1SRV0sl0TOAdhPzcRaKmcfqzLdOl3c0yzTHJ9p0jnqCTpAbhtJnMBLq2kj9pWZJadub6uXzOMe+FF1p/31qnFbfe2u52K+65Z7tycoU6JEMCR8MDQgghhBBCSLcgoyM/hBBCCCGZyIBbb0XvuXORs2oVVrzyChqGDm39wfNQ+uCDKH7tNXjZ2Wjp2xfLHnsMADB48mTkLl8OAAiFw8j95husfeABbDn22BSdBSGZR0ZPfgoKCraTvUkE4a5lG4LsTOhakzxMChdqElEmE7/cnTRlZqrjkK08SmojTejbVvYWRDJFjfucpq8nw0nRL6mbxjXP1p1L09+DlhXYSvhckpkmkqpppG7m+iLDjtVMBKjp7y6JfG2d38zzlPpHEMkmk42LpChVUjfba7ltfWTCBGz61a/Q95RTkJ+fj6at63s/+iiy/vtffPXcc/ByclBYWxvbd8MDD8SWc7/4AqUXXogtRxzh1G6SBE5LMpPFu4z7Lk6HfiVsNbF1EnSRTsbXwdaJVqqTCy5yO1cyevJDCCGEEJKJNBx0ULsvkkX/8z/45v774eXkAACa+/dvd//CF15A7cknA3l5QBK/8SIk0+HkhxBCCCEkDQjV1CBr0yYUvfUWiubMAQBUXnABqsePb7tdJIJeL76I1TNmpKKahGQ0nPwYaOQGtsu2YUptOFGS12zatCm27CK1SQc0EkMJzfZBJ0KNx68QvZl41Da5p8b5TSO988u5RyNn0Lgn2cq+ErWVbUJS6RhS29leA79I5+TLts6ZWtnb8OHDY8uS7E06noR5XSV3uGRLMjtLEFLIzoy3yXSmc0EzRtmOY/n5+QiFQsjNzUVBQQFC9fUINTYiNxrF8ueeQ/bq1Rh+7rnw9tgDTYY1cM9XX0XjkCGoGToUaGhQyZiT8Yy3vZYaaavZppKUVWprjbxL804kbSOVGQTS89JPgkhk74LNM7KmpkZdLt3eCCGEEELSAK+4GC09e6LqxBMBAM1lZWjYf3/kzZ/fZrvCv/0Nm08/PRVVJCTj4eSHEEIIISRNaDjlFPR67z0AQLiqCnmff47G3XaL/Z69YgXyvvgC1SeckKoqEpLRdGnZm4uMRCOxkFyFpO1tk58mQgoFmgkwTXmUtK9Lgtgg0EhzXB302iPZEjgN0rUxz80Mxbsk97SVX7mcv610RINGaiM5ISbCdgxxSRZrew2CdrCSSKYUQjMOx0vPTCnMsGHDYsvSGC21u60EzsRFkuLXOGybFFUiCHlNonMMwm3Kts9qpLYaqXtH5fe+9loUvP46QuvWofC009CzRw+s/+ADVP/mN+j9y1+i73PPAQAqL70UjaNGxfYvfP551B13HFp69Yqt00iX/UqO65rwVEKSdZnta97fI0aMaHcbSY7qktjbxHzPSlVi4WQTxHNIwjYx+zZqDVfEjujSkx9CCCGEkHSk+rbb0HjXXbG/t73oeX37Yu3DD4v7bb7iim07BFo/QroqlL0RQgghhBBCugUZHfmpr69Hdrb9KdhKqySpm+kkJDmQaMKvnXF4k7CVFGncQ4J2nvIrcaxGDqdJ2qmRCaQjfiWa8+ucbaUj5vUzk01q+qiLvMIVlyTLtvjlGGnrjqepj4mtdEnjtCm5tcU7t5l/m/3IViKrkcD5dQ9lyjjjl3Om6/2XzCTWnUkg2dE2mjI1ba2RB0nLyX7Oad6vNJ8VSA6OGumh1BaVlZWxZfNzAVPeZqKRoUvbu6CRsibDadJWYu/Sl00HY/M6tdfWNuMQIz+EEEIIIYSQbgEnP4QQQgghhJBuQUbL3iKRCJqbm8XQmS0ayZgUlrV1FTJDdolC4LbOKxp5m7mNVCcNLq48tiFwKaStcXgxMc8xKDc8W4mMbWjaRWaVbsnZpGtvG7r3M1mjXzIXqa2DcFj0y/UwCIJ22jRlMEBbKYzL+WuS/bkkBAwiwbRG7hQ0rscKus/6NVZokmdKy7bPRdv3AGlZev7Z9sXOyKk0knbzvh45cmRsWZOs2Daxue37mLmv9K5h+w6lQZJLalzmXJ2EXVwVNS6aGic3ycG4vfe3SCSirisjP4QQQgghhJBuASc/hBBCCCGEkG5BRsve6uvrkZWV5SQdkeRtZmjVXDbDr2bo03QVMnENg7q4W5nnY9ZPCjVKEj0T25CoJtQtObZI8kGNw5vUbmYI1dxeksCZaKVkfoagk0UQrjCaay/dQ5pEwSYuToiJ0PQ1Tb9wcVs0CUIOmEynMY1DnUbqZo4ZRUVF4vHSzUVNkygwmRI1Cc24mm5tm2w0knHp/cJEencw0ci1bJeT7fAm3dfmO5WZtFQjddNI3TVopNjSc0jzXEjmsz/Z96U0XmmeN5KTm+S415HsrampqeMKbyWjJz+EEBJPz3ffRcm0aQg1NaElPx8VN92EyG67IbxhA0quugo5y5cD+fmouv12NB18MACg8LbbkP9//wcvNxdebi5qrrsOjYcfnuIzIYQQQojfcPJDCOkyZFVXY9BvfoOlTzyBxhEj0OPjjzHommuw+B//QN8770Rk332x5rHH0Pvbb1F08cVY/69/AdnZaDz4YNRMngwUFCD7yy/R9wc/wNpPPwXSOFpHCCGEEHsyevITiUQQDodVrhcabJNtSa5CLi4+icKjUnjVDBdqJDVSWFfjBGYre5AkE5qEhZIcThPq1rhf2SZ61Ejj4rENCftVvga/El1K2Cav1UgMOnLx6bVoEZp22AFVZWVAfT3qR41C+erVwKefoucrr2D53LkAgKZ99kFL//7I/egjNB56KCJjxsTKat59dyAaRXjTJuQa0gup70sOPBr3yM44QHaE5Cqlub9d3H1c0IxPktwlkWxII0lMpruYbVu7uHxlKrbXJuhz1pQvycn8SkosSYUk9zZzWaqby72baF/bZPEuUje/3rtMpLFaWtZIHoOWsiZ7nJPeuW0d9ySp2+LFi9td7sitNxqNdlT1GDQ8IIR0GeoHD0b25s3oOX8+AKDorbeQtWUL8latAlpa0NK3b2zbaHk5slat2q6MghkzEB06FC3GA5d0H4ruvhvDR4xAzrfftv59330YfOyxGLbTTugxZ06bbcvuvRd7nHkmdj/7bOzzk5+g3z//mYoqE0IIsSCjIz+EEGIS7dULi++4A4OmTUN4yxbU7rMP6ocPR7i+HgiF2m7sedvtn/vuuyicOhUbZ8xIUo1JOpG7YAHyP/0UTcbEt/7QQ1H7/e+j/7XXbrf92vPOw+rLLwcARFeswH7nnIPNBx0E5OQkrc6EEELs6NKTHynMJzmHmWFWMxRrhlwlZyGX0HtnXKgkNO5ykkxCku9o0LS11L6Sg57Z1hrXHA2S5MpEagcpCVd8m2tkDxpZXhByjmS6zmhccyQ5g8bhTaJ2v/3wn4ceAgCEGhvR97jjULf33gCA8MaNsehP1sqViA4aFNsv91//QtGvfoW6GTOQM2oUEr2+aiQstg5vQcgkbMtxkcC5oJGXaPuBJrlne3LAUGMjyqZMwbq77kLpOefEfo/ss494rNySkthySzSKUCiEgtxcRPPyOqxnMu9FF2dOl/I7049tpW4uSTldZEGac5aSNUrbS/1det5onLDM7f1KtJ0I22Smmme+iSa5rG0i8CASDkv41dZSP9C+cwQ9vkvtK31KYMrbpL7ckcS3paVFXT/K3gghXYrsDRtiy6X/8z+oOeAARMrLUTd+PPo89RQAIOezz5C1bh0aDzoIAJD74YcomjQJmx59FNFRo1JSb5Ja+k+bhtqTT0ZzebnVfsVPPYUR3/8+dj/3XCy7/npEE1hvE0IIST1dOvJDCOl+DLr/fvT67DMgGkXdnnti2Y03AgA2XXMN+l95JcrHjAHy8lA5bRqQ3ToE9rnySqCxEUW/+hVC4dZ/E6p74AG07LFHqk6DJJGCzz5DwYIFWHvdddb7bjr3XGw691zg888x7IYbUH3QQYAi8kMIISQ1cPJDCOlSLLvhhnbXR/v1w5rHHwewfch//fvvx5bTORktCYYeH3+M3CVLUH7UUQCA7DVrUPqTn2D9rbeifvRoVRn1u+yCxpISFM6bh9pDDw2wtoQQQlzI6MlPfX09wmF75Z7GaleyWZZ0kqb9pIuWMhkvXpJtpl9ovqMyv/MZNmxYbNm0rfWrLaRvcEwkbazGRjb+mx/b73Y055kOWd9dsLW31tiZazTeGqtnP7XPGr21xiY1CGz7om2f8+sbNVs7+vh62mr/CwoKsPHii7Hx4otj63YaOxYr7rsPkZ13BraW0dLSgsbGxjb75i5ahMat41rv9evR8z//wfrddw/kGZAOk/JUWmlL32X4ZcfvMj5onw3bMOuveb+QLH6lb4ESfZNqg7bP2X7nKo31mm/8NM9kjfWztL3Uz9LhGSylRjDRpA2Ix69noHRtpP6o+ebH/J6po/vea8fESCKjJz+EEEJIkPR9+GEUP/sssjZtQtn118PLy8PiF15AtLgYA+66CznLlwPZ2fCys1Fx/fWtk6E0eFEihBDSPpz8EEIIIQb/feON2HJ8VMhkxT33JKtKhBBCfKLLTX5s7YSlTOG2VrsuVszafaXs8SaabOIumeclXELdktTN3CYIK0rNdZLsOSXZAmAvwwg627xtfwza5lyTrduvuplI/TL+uJr2SpUdajpLav2yCjaR7qVE40EqpVnbcLlOGnmXi71zJuGXbFjzfJKePbZ265rx3FZOJcmGpOe0bf+wtTmPL19j329r9689dnvYWl1LuNjuayy5pWNpkMoxJWMm8e8pGrml5tgaKaGtbDMZ1uO0uiaEEEIIIWlPKBLBgEsuweBjjsGgCRMw8IILkL1yZZtt+vz979hj5Ej0mjt3u/17fPQRdt9zT/R/7rkk1ZikI5z8EEIIIYSQjKD6rLOw8s03seqll7BlzBj0u/762G9ZFRXY4fnnsWVrYmuTcF0dBkyditojjkhmdUka0uVkbxK2odjOZBbv6Lgu23TmeJKMzUWiJ4UjpRCqJHUzMzlr5AYmtmFvjfxPQuNGppUqSus1jkPphiTBlK69JCnVyN78cnYKinRzBAoaF5mmX1K3zqDpXxpcZM0abB2TguhzqezHtg5eJrZunsl0npTGCVuZoyRD1xxXI6fVSOrjy5GujUZir3F3bNMunof6730PiERQX1+PyIgRGDZ9eqxddrr6aiybPBmD774bjY2NbfYdcuutWH3OOejz3nuq+tti6zInYfvuoxkz4/uxi+xRqpOmz9rK3oJ65jPyQwghhBBCMo6SGTNQtTWS0++FF1A/YgS2jBq13Xa9338f2TU1qDz22GRXkaQhnPwQQgghhJCMYuAjjyBvxQqsuvxy5K5ahf6zZmH1JZdst11WTQ0G3XMPll9zTQpqSdKRLi17cwl1a8K1muOauLrvmPtLsiPb8K0UiteEsaX1Gqccv9zxXLANp2r6k/YY6SyPktpXI520lZFoJCXpiKbvuCTLs5VL2uLiqhSEa5xtYtPOkIwkt51FkoiYy2ZC6mRK4GxJhluidAzbpOWS06iL7D0IGZuLDEgjBZTQHkt6Hti6pdmcW99HH0Wvt97Cwvvug5efj57z5yNnwwaMPOMMAEDOxo0Y+vvfY/Vll6F+2DDkbNiA3c4/HwCQXVmJonffRXZlJSouuUSUnmukihJ+ybVcyknUz2z7u62Dnqa/S/06GeNYl578EEIIIYSQrkPxY4+h9yuv4Nt770W0sBAAsPn447H5+ONj2+zys59h7Y9/HJPEfWHk7ho6ZQq27L471p95ZnIrTtIGyt6SQNHdd2P4iBHI/uYbAEDPu+9G/8MPx8BBg5Bn3JAAkHPxxcgbMQK5Bx+M3IMPRva116aiyoQQQgghaUX2mjUYeOedyKqpwS6XXordzz47FtEhREu3jPyYYT0z7G0b6tZsk7tgAfI//RRNRmLHxsMPR8NJJ6HPlVdut31zNIroL3+JyNaM4hp3Fhf3M7+ctGwd9DQEIbuxDa3aSie15bpsb2KbUM/E9nqY5UvH1bSXpk+kg3wnHo3Tjubesg31S22djm2UCvxsBxfJlsv4VllZGVv2yxnJr3FSIuikuVrMekjJlIcPH97usl+urhIatz4TjQzdL9c7CRfXuM5gLXfq0wfzPvkk4Sb19fX4/K9/BQC0V9NlU6ZY100jZ/Sr7Vyk0VLfSnTcIJ7JmvZyKd8VRn6CJBJBvylTsOF3vwNCodjqpv32Q3THHVNXL0IIIYQQQrohnPwESPFf/oLak09Gc3m51X55992HwsMPR8+zzkLo888Dqh0hhBBCCCHdiy4he7NN3GUr0epM4s28f/8beV98gU1XX91R9duWc/318AYOBMJh5Lz0Enqecgoi8+cDvXqJ+0hOJemYELIjpDr76UzTWbSyCKl/BVG/oJwFOypTuj9MqYm5bOv2Jt2LLpKPzqBxrzGRZC4a97Z0I2hJoq3MSJNYtzPlSsdwkbHZ9g9zuaKiosNtbPuiSbrI1Uw0Y6N5PST3NlPSJsnezH39Gis094qZ2NtWBmz2CRNNP3B5Rvg5PpllSedjkip5dNCuY8kcPzvzzuGXu5xUpu3524xXLS0t6m0Z+QmI/I8+Qs7ixSg/6iiUH3kkstesQfHZZyNvzpyE+3llZUC49bI0TZgAr7AQof/8JxlVJoQQQgghpEvTJSI/6UjVpZei6tJLY3+XH3kkKp98Es277ZZwv9CqVfAGDQIAZH38MUKbNsEbMSLQuhJCCCGEENId6DaTH9tkm5rkXLbhwYaGBjTV16Po/vvR+6mnkLVpE7InTwZ+8xtseP11tPTti34TJyK8bh28rCwgPx9NTz8N9OljdRxNPWy2CVpO5hIGtZV/2LrmJBsXl6VkJmuUktpKyxrJh1S+i4OVq7OMS8JCSfZmK1Oy3cYkaAdAW2wTHUttmyjJsK0cxFZyJSG5t0n9RuPqpnF7k+qQbmidRSXpoTTmSFJbSepmbuMXmqSrmvMy0fQbaXvbemrKSXTNbO9fDZoE2H65G2rKt5VA++Wk60JnnnNBHztdnCS7zeQn1ax4553YcuVll6Hysstif5sDR+2sWW32S4fs44QQQgghhHQF+M0PIYQQQgghpFuQ0ZGfgoIChMNhlXTG1u3Nr0SdEsmWJwSR2FQqP+gQb6/TTkNo3TogHEavXr1Q/8c/Irrnnuh74okIba2H19SE3IULsfLll4HddkPJ5ZcjZ9kyeFvdQPL+8x8s+tOfUHXUUQmPlUrHPFt5m1+SME19JMmS5PAmJRPW3E8aiYjtuSTDEc52WUM6OHUlMxodVGJFDZrrpHFvk/rHpk2bOtxXcniTcElcnC5okkmb48zIkSNjy6a8zVw2xx/bOmjwqx01kjxJSmab8NrlfuqMw6J5bI2kTYNf7a6RJWveoYJ4r9M8/zSyy3g0n3Bozkfa1/bZ7gc2bm8ZPfkh3ZO6Rx+Ft/U7qJyXX0aPSZNQM3cuNr74Ymyb8MyZ2OHuu9G41WBi3b33Ami9UfMXLMCQSy5B9fe+l/zKE0IIIYSQlEHZG8k4PMMAIlRdHbMGNyl8/nlU//CH7e5fNHMmqiZMgJebG1gdCSGEEEJI+pHRkZ+8vDxkZWU5laEJKZq4hFmTLaHSuMUE4X6mCQm7hsB7XHYZct59FwBQ8/zzbX4LV1Sg4P/9P1Tfcw8KCgrahvpDIfT5v//D6hkzkpo4LR6/+kIQYX9bNA5vGkmpBk2o3iUMn2h/E42zl60LnAt+JSz0ywXOVp7h4tSY6HpJ/UUjEdI4PUnX1ZS02ZajkTW5yJeClrp1JtGhRsorJTM1l80xx5S6uZyzX+3l11gnuaZJ66W+nsrnnOZeDtrJTXNc2/s16ETmLhK4RG1o617ngu07t4RrWzPyQzKSLfffj6oFC1B//fXocdNNbX7r8be/oWHsWHh9+263X89XX0XTjjuiadddk1VVQgghhBCSJnDyQzKaxh/9CNnvvYfQtn9p9TwUPPcctvzoR+1uX/i3v6HmjDOSWENCCCGEEJIuZLTsrSNsk5baYptAUENnEolJx9YsJzOBqa3jVXvtG6qpQWjzZnhbnXxyXnoJ3g47wNthB+SHQsh+7z2Em5oQHjcO+XHfAmUtX468L75A1eOPq6UikrzErz6Ujkhto0kUbJtA2AUXGUkibGVv0r5BJ9TVyBtS6YLnN9qEiZqk1BrZmEZ+JsnbNNJGFxmNX46PmjJNgpJpSvU2pW6me5skr/VL6hY0tnWTnO4k+XgQScoTyZU1fUeqkyZpq+Z+tW1TSa5sJhaWlm1dGE00fd08RylBr58uxBq3SY2EWML22mjG5PbKjEaj6mN06ckP6XqEqqvR65JLEKqvhxcOw+vXD7UzZgChEAAg96mnEDn77HZNEApmzEDD978Pr7Aw2dUmhBBCCCFpACc/JKNoGTQINW++Kf6+5YEHxN9qr746iCoRQgghhJAMgZOfgHGR0Lgezwzr2rqZBCHT0ST7C8K5yFYGJIWTJfeZziR884ugHXEkNFK3ZBLUuWskSBqHN9t7Lt0cvJJJR9IGQJagAP4lxZWupeYaJ5LltVeOpm8FIXULms5IrqQkp6akTZIISWOR1Nbp0HaaPio5akrtYOuEaescpkW6lzWfDEj3k+21l85ZkneZY8vixYtjyxUVFe1u7zKGaxL6mm6GI0aM6HB7k0RjjPmbeW4aUpX8XbqnOwMNDwghhBBCCCHdAk5+CCGEEEIIId2CjJa9FRQUdCrJqa0DmYtziiS56kw4WSOdcXEq0YQRg0iqmUzZlG39baUs8fukMy5uaekgF5HQ1C1RX8+kRMZBHtdFMqbZRiMp1bgqJbpeLuOJXxJGF2ylbi6JmyXJjsu5aO8lScqkkXiZuDyrXRJIumD73NVIATXl+zlmaM5BepZK975mTHCRX0tJiSV5m60Lo3k9zLqZjm2Sm6G5jblsbqM530R11rzPuDxL/XIcDOqdkJEfQgghhBBCSLeAkx9CCCGEEEJItyCjZW82aByZzBCkrUuJBpfkg/F1kpxKzJCtuSxJ4IJIhmZiKzGUQqhByKxcZD0miUL+QTvoSccySWeJWldA46wURGLhoPuTLS71sXVncj2GBls3NpNkyhBdZCGStEhzXn6OK7YObxq3sEx3yjOR3kEkOVyqnjVaNPeWbX93kb1pll36lildM93bzGVJ3mYr/QxCvgrICU+lY6Tb8ykeRn4IIYQQQggh3QJOfgghhBBCCCHdgoyWveXl5SE7u+0paGRGUkIrlxC4X44U8XWWkoGaCUzNc5Ckbhq3IpckixrM8iVnGr/Q1F/j1CS5wEiOMPH7S9j2Nb+kLS7Yyhal5WS6xrlKTU1szzmZ+HW/pkoGZOsW1Rlc9neRt/nVpqlKIOwXieovybdsE2OaaBy5NGR6u6c70nuHNMZK8lfb5Maa57/UtzSubiNHjowtS/I2c31RUVG722jOqzNo2l26L01sE+qmixyOkR9CCCGEEEJIt4CTH0IIIYQQQki3IKNlbzbYhk015WhChbbEhwo1sivJyU2SZtkm7pLQnKdGKiRJGzQOULb10WAeS5IXmtclvj9J7WtLqhLqSUjXSeOeqJHMpaPzksYlUuMIlG6kQ1v75aqYyqTCLlLhoOVUtmN7KttRk6xSeh4k89kQNNL4oTnHIBwl/UTj6mabNNj2+RGEa6PG1c2UwEnJTCVXNw2dedZo3q/MbUznRandM+U+Axj5IYQQQgghhHQTOPkhhBBCCCGEdAu6tOxN40IhOb9ppDyaUL1JZ5JqSvIaSeqmkeNIuJyDicY5zUXeZm6jSfSlKcdsK0nSJm0fX+d0lBz4jdQWptRSuj80YfJkJrVN5LAonZttgjxNnwgiEWMQUtBkks7SQcAt4aJfSZZtsR3Dk3kvJsJWYqiRz6WKICRqmvcRzf2U7PbR9DXpHJIps5LaVEpaai7bSt2SLR/TfIZg+3mCxmk1lcmHGfkhhBBCCCGEdAs4+SGEEEIIIYR0C7q07M1ECvdK4TVJ6qaRM9jK4RLVU0pyaivHSXSMjnBxUdE460ntFUSyUEluILnqSXI4SRqV6BgSQYR4g5AL2V5jKaRvK1kJmvjz0khNJbfFRMlvbUgH15xUJanLVFc3zTVzGa+6I7ZjqYscTlMHv9Ak28wk/HI1tb3GLsd16Vvm88yUsY0YMaLd9UFL3VyfF7auikElXk0mjPwQQgghhBBCugXdJvJDCCGEENIhkQgKbrgBOXPmADk5aN5rL2x58EH0OvFEhFeuhFdYCABoPOssRH7+cwBA/u9/j9yXXoKXmwvk5aH+xhvRfOSRqTwLQohAl5j8uISKNQ5ekuRB40xi0hn5mBSadXF1c3EoknBxgZPO0fa62iaCM5dtnbz8lEJIDikuCRQ1BOGUZyK1XVFRUWzZNpmbLRrpVnz9JRmbJHWzTRqsua62blua5Mu2BCH3se1bfmIrz9C4StpiO0b5he25Z6qUReNIpdm34LrrgHAY1R9/DIRCCK1ZE/ut/vbb0XTccdvt33zIIWi46iqgoABZCxag14knourrr4F22tJF/qiRX2mSutuSjhJMW/mVNK6abST1FcmxzVw2t5Gec0EnBe1MmWa7mPU2kfpg0BI4m7E3Go2qt+0Skx9CCCGEEGfq6pD7zDOoWrAACIUAAN7AgR3u1jx2bGw5usceCEWjCG3cCG/QoMCqSgjpHPzmhxBCCCEEQNbSpfCKi1Hw5z+jcMwY9DrhBGS//Xbs94Ibb0Tvww5DzwsvRHjp0nbLyH36aUSHDePEh5A0JaMjP5FIBM3NzW3WaUKzttILKTwq4adESZLR+CWvkaQBQSdHlORtUrheqpskv9IkEJRkWRp5UyIJnHQ+EpokYamSHLi41ZnueJLDTXFxcbvHckmyqLlPzPXmNQaAxYsXx5alviBJ4yRZpVQ/CVvpmktf8cuR0C+5WrokYtQk6dMQtNQvnSVq2vNKK8ezpiZkLV2Khl13Rf1NN7VK2E49FdX/+hfq7r8f3uDBgOch73/+B73OOgvVH37YZvfst99GwR13oGbmzDbrpTFNc/2k8cAcS6X1tvJmV7fFoPuj5nMD23tX87wx29SUt5nL0rPN5ZMCF7TXQpO01K/3Q03C084eK34+kAhGfgghhBBCALSUl8MLh9F4xhkAgOioUWgZOhRZ33zTOvEBgFAIkYsvRnjZMoSMf+TJfv999Jw4EbXPPouWnXdORfUJIQo4+SGEEEIIAeD17YvmI49E9pw5AIDwihUIL1uG6I47IrRuXWy7nNmz0dK/P7yt/8Kf/cEH6Hnppah9+mlER41KSd0JIToyWvaWl5eH7OzswMPkfjkvSdtoj20rZ7F1pkumfMI8F1MeZeIifdK0u+TuZ9anM3KMVMlQ/AqnB+FspUkcqkEjZzSxTWob/7eUWNjW4c3E1iVSg8u9kkz8SgSaaNyyddvUjLGpSvhqYtsuLvh1Xq590SWxqUtbbJk6FT0mTUJ4yhR4WVnYctdd8HbYAYUnnohQJAIvHIbXty/qnnkmtk+PX/wCaGxEwVbrawConDYNzbvv3qn6a7a3TdIubSORjGee1NdcHGeD2DeZcrUg8PNelD4x0CRL9Yv2yqTbGyGEEEJIJ2jZcUfUvvjidutrtkaD2qP6k08ApME3S4SQDqHsjRBCCCGEkHRi3Dhgr72AffYBjjgC+Oyz1vWHHtq6bp99gFGjWi3Zv/ii9beFC4GxY4G99wZGjgSeey41dU9zGPkx0IRf/XJe6oyMwq9/UUqV1E1y89LIz4KQc9i6giXbkUg6RrrJmqR6SqFxv6Sj0vYSGke/+L8liZ4kgbPFpV9rEpsG7droF7ZStURjmMbpykQjhbXF1THLhkyU43TGIdNcL/WLVI2NmqToGvxKkC4l1dTg4h7riu394Vc/SFvZ8N/+BmxLOvr3vwMXXgj8+9/ABx98t80LLwA339w6SQKACy4ALr649f9r1wIHHggcfjgQZ7vukmjXdoy1pbOuzTayN0Z+CCGEEEIISSe2TXwAoKoKCLfzyv7II8BPf/rd359/DpxwQuvygAGtESBGf7aDkx9CCCGEEELSjfPOA8rLgd/+Fnj88ba/rVoFzJ0LnHvud+sOPBB46qnW5UWLWqNEQjLe7kyXk72lm9uNiavkwdYlKhlh6o7QtKOUkMw2uawGW2cnjRwu0f4SGuepTHR3kuSMtttLsg3zfG0T/UrHSiR7k6Satvey5jrZyhCS2T9skY4rXVdJRqEZ8+KPJSXUtZW8mrJb2zHBdQzpiEyUuiWqs21flvqIH4kStaRKCpqO7yZ+YesGKbVREOdj289863NPPNH6/8cfB379a+CVV7777bHHgAkTgH792q676qrW74GGDweOPRbIyUl4CI1roMuYI7WLi6S9vWvc0tKirhMjP4QQQgghhKQr558PvPUWsHFj69+eBzz6aFvJGwAMHQo8/3yrOcLMma1yuT32SHp10x1OfgghhBBCCEkXqqsBU5UwaxbQty+wNaku3n4baGxsdXYzWbu2dWIEAK+9Bnz1FXD22cmpcwaR0bK3SCSC5ubmVFdjOzQhV9fQtV8hfb/cVVzKtHVRC0KipSm/M6H0IKSHQTvfBYHkmidJ3TSyAltXPo0ELv5v27KCkK6ZuCTvs8XlPpOkDaWlpbFl83oXb3ugQyd5TCSdKDI+EjbL1bi6Sdu4bK+R72ra2i9nQBeS7YolyWU0Mhq/XM4kbJ8TyZQq2o5b0r5a0s0tzVbSbot2LHKiqgo4/XSgvr7V6KB/f+Cll1ptrQFg+nTgJz/Z3gThxReB228HsrOB0tJWmVwn62Wej1+fHmjo7Hugjewtoyc/hBBCCCGEdCnKy4GPPpJ/f/LJ9tdfdFHrfyQhlL0RQgghhBBCugWM/DgQhAQsHpekZ7ZoJFrJlEdJ+FWHZBzLL5mSbT8IQs7ogm2CW007uEgbEm3jIkFyuV+DcISTypcSRrpIdsxyysrKYsumjE1aLy2bEjZtm7vIoKREfi6yN8kxSSMjsXXL9AvpuMmQNEmSV+lamtJGjQTJRe6U7ETXHR3XVsppi58yLr/cwkxsz01z/WwlfC79IN3kgvHYjm+2UtBUOhIz8kMIIYQQQgjpFnDyQwghhBBCCOkWZLTsrb6+HllZWeLvmZgIzhWXcLdL+Na2rV2O5acbmx/HjUfTFrYSL5NUOXgFfaxkJiLsTJJaKUTv4jBle41tk8JppGJBuLqZkrHhw4fHliXZm+TQJjm/BYV5PLMfaJKlSlKQioqKdo+VzHvRL3lsUNjeQ365bbk8I5N5/TRSN7OfSQl6g6p/EDJJl+TWJrbnbB7Ltu0k2ay0jUSyJXAuUl5buaX07pPM+wlg5IcQQgghhBDSTeDkhxBCCCGEENItyGjZWyYgOSkF4USTSmxdO4J2UQmifK2kIpnOaS4EIQt1cW9Jdxe/pCS26yQaGYZfmOcuJaY15W2S1M1MeCpJ5lzvJZfEtC6Og7YkSrrb3rEkaY5fY0+yn08aNzNpWZIkpuq+DKIOGqnb6tWr212vceNKRlu5tEu6vRf5lahbwq97Wvucs5W6mbJKF8dB2/OU2ncb0WgUa9eu7bAcgJEfQgghhBBCSDeBkx9CCCGEEEJIt6BLy97SLVSqSSaoJR1cejSuHekgCQqCZLixpKr/JiN5b0f45VTokrAU0Emf/OoLmjZNZhJgDZJcTVo2pW6ShCEZUjdbd6qgE4ma5ZvLpoxEM8amw3PBFemaaZZT5R6l6Wd+yZckKZIpe5O2STYu7wi2fVnzDHCRk9lKw0wHS814E0R/1ZapOR9JSinJKoOQ70rPm200Nze3u197MPJDCCGEEEII6RZw8kMIIYQQQgjpFnRp2VvQ2IZQky1JyETJmYt8yRbbsLf2+qVDu6ez5NNEalNbtylbV0VN3RLtH/T9rhlbUnWvSNIDTQJTSQ6XDIKQtLnsK7lBSVI3iVTJjP08liRjM12lJBdAqW8G4bSmWW+L5j42JW2LFy+OLS9atCi2bOvwJh3LNpFyZ8pycXtzua5+SQ81SUElWa80tvvVXzuTyNbsX5WVlbFlyU1QcnXTPPM05ynJoE3ZtPm82UZjY2OHZW+DkR9CCCGEEEJIt4CTH0IIIYQQQki3oMvJ3oJI+KZJDGYrcdGGI5OZlCyZie1cnK0y1dEoHaWR6VoHFyQJnMZBxpXOSA7aQzO2BHF/aPqolOTUlCSYy8XFxbFljSwpGZLNINzbpDIlyY6mP0qOSengcOYnGjmrKbsJOsmw5BDmgqYcSfJnyo9M2ZskS7KVIrn2IU1/dHFXS7dnkiR1M/uieT1MTBmwX8mKbV0t438z+5G5bMoqNW6CUiJi23tUesZIMutt2PQTRn4IIYQQQggh3QJOfgghhBBCCCHdgoyWvRUUFCArKyvwUH86uHfFE7T7ieSYpQljB91empBwEE4/2vO1bZdMlKq41NkvCYOmPYPqo0E7udk6JmnO2bbOtglMNctByM38lMQk08Gzo4R9gL30x68xxrYdgkr6LCX3NKU5JrYSQ8294uKqKLWj5ri2CUz9ktx2Bo0bpGYckNorVbI3W7dFU6poO7Zr5HBSOZp+EF+OtL/Z12wTm5q4OK1qHEVNaXVHdWkPRn4IIYQQQggh3QJOfgghhBBCCCHdgoyWveXl5SE7u+0ppJsriJ+4OPy4uG1oJHAuMiK/XLFM/JKsuJ5v0BJAl7azDVdLIXSXtg5CnhFEH02Ereua5pyl+9tWAucXthI4SXLkV99ylfj41R9tpU/S9mbbaa63X/3ath2CkrdJx3aRq0n9ztYprjNOWu1tbyLVX5IWmVIkSQKXLvJpWyms5t7XuB76he3zTJIqmkjJT6V2MNdryuyM7M2U6EmSUo20LggZu6bftOf2tmXLFvXxGPkhhBBCCCGEdAs4+SGEEEIIIYR0CzJa9tYeyQjLd5Z0CUt3VTTOIX7JORJtbyulCJp0dCv0A0n6I7VtMto86ASjLti6JLrcE36di6ukwsXhTsK2H2nkV0Fj6wxokuz6SzIi6VpKiUGlhLousjfpuLZoZHtSklNbqZvLddLKys3thg8fHluWkh1rZG+SLEvqH6lKiipdA1spmiSNM5G2N9tK2j6+ni5t6tezVCN1M+Vt5nrTHW8bOTk56mMz8kMIIYQQQgjpFnDyQwghhBBCCOkWdDnZm4QmDBpEGD+IkLmfpEs9/CYIqZetXAIIxgksmaSqPrb3azreZ+l2LU00cpYgJE6a6+SSkFN7PBMX6ZOLBE5DEFIeWxmwSz/oTJ1dxkzbfu2CX4ljpeshuXlJCV6DxqxzvCzL/NuUuo0YMaLd9eb20r0vnbMk8TJx6St+JROWzsXcV1pvmwRXcoTTJjmVjqHZ3gVJKm3rKLqNaDSqPjYjP4QQQgghhJBuQbeJ/BBCCOma7DR2LLy8PHi5uQCADRdfjOrx47HrhRcivPVfMkPNzShYvBhfPfss6nfeGbkrV2LoLbcgt7oaocZG1B55JNZedRUQ5r8JEkJIV4aTHwW2CeVcpAqJXFSk7fxKMKqpazpIefyS47jsq22HZMquXBK+mqSDFDKdXRsTIYXxg742Lvel7VgiuWilivz8fIRCIay991407bprmzZa/uyzseXC115D//vvB/baCwUABk+bhi3HHouV556LUCSCYWeeiR3+3/9D/dFHA5CTO5v49TyQttEmLOxs3Vy2NwlqzLB150ymvN0l0bOUwFMjAdPg131pyozMOpuObkBbRy5zWZK6SeOk6eClceuzvZ+kbUxs286270v9wPb9S5NcNdFzwcUJ09YxUipHcnWz7U/byM7WT2n4T1yEEEK6PEWzZqHytNParAvX1AAAQg0NCDU3I1pSkoqqEUIISSKc/BBCCMl4Sq64AoPHj0fpjTciK+6j6Oy1a9Hz449RdeKJsXVrf/Mb9H79dew8ejR2OfpoVJ10EhpHjkx2tQkhhCSZjJa9RSIRNDc3i79LIWRblw+Nq5TmuBKJwqySJEUKIUv1MPHL5UPa3q+Qu62swCSZ8jxXtynbY7gkJpQIor1sywxCvul6Xi7SoaAdsySpg8t9k0w0ki5t/VfPmIFoWRnQ1ITiqVNR/tvfYs0jj8TKKvr731Fz1FGIms5Bf/sbqk48EXU//znCGzag7Nxz0XzAAWg49NDtjh3EWKSRtwWdZNCWVLpU2iY/damT7ZgZhINcOjiCSg5cphQJAEYa/2ggJaK0lY5KY6Z5/lKyVIlUSbr9kmPaymCDev5pHCOl7W1d3TSJcreRlZXVYV22wcgPIYSQjCa67WUsJwdVP/kJ8j/55LsfPa9dyVvxU0+h8uSTAQAt/fphy1FHoeCjj5JVZUIIISmCkx9CCCEZS2jLFoSrq2N/93rxRUT22CP2d4+PP0aoqQl1WyM622gsL0evd9+NlVHwr3+hcZddklNpQgghKSOjZW/19fXqMJdfYWnbcJ+mDlKID2gbXrZJ9hRfPylcunr16tiy5EAjlRk0Lg46LtiGxpPRJuksXwoaW1mna1tpJIOS7FSShti6FZmJ/KRkdn5JODTlaFyoNGOSZhzWXD+znKx167DDRRcBLS2A5yE6ZAiq77kntk3ff/wDtWecgfwePdqUseFPf0K/KVMQeuIJhJqbUTd2LOrGj++wTi5uUEG7diVznAhq3PPLWc8F23JcnMOCkAf79ezUuHHFbyeV5fIJgEYqZb7LBE2q3hGClnLGo0nGq3meSeVIn3JonAFdsYr83HbbbTjwwANRWFiIkpISnHLKKfj222/bbON5HqZMmYKysjIUFBRg9OjR+PLLL9tsE4lEMGnSJPTr1w89e/bESSedhJUrV7qfDSGEkG5FdOhQbHjjDWz45z+xYc4cbH7sMUTLy2O/r//zn7F58uTt9mscORKrn38eq155BStffx2bf/1rIBRKYs0JIYSkAqvJz9tvv43LL78cH374Id544w00Nzdj3LhxqKuri21zxx13YOrUqbjnnnvw8ccfY+DAgRg7dixqtlqKAsDkyZMxa9YszJgxA++99x5qa2sxYcIERKNR/86MEEIIIYQQkpGEGhsx/K67sP+PfoTBxx+P/ldcAQDI+ve/UXj88Sg8/HAUHnkkst95x6pcK9nbq6++2ubvRx99FCUlJZg3bx6OPPJIeJ6Hv/zlL7j++utx2taPSx9//HEMGDAAzzzzDC655BJUVVVh+vTpePLJJ3HssccCAJ566imUl5fjzTffxHHHHWd1AoQQQgghhJCuxY4PPACEQpj3zDMoGzQIWevWAZ6HXj/+MeoeeADNRxyB8H/+g8LTTsPmOXPU5Tp981NVVQXgO/u5JUuWYM2aNRg3blxsm7y8PBx11FH44IMPcMkll2DevHloampqs01ZWRlGjRqFDz74oN3JTyQSQSQSif1dvfXj1kgkgnA4PTwbXPT3iSwkzUzK5rKt1bX03YCpuVy0aFG75VRUVIh1TwWSxaiLnaSLjWz8cVP1rVKiOm3Dr2/fNMeybQeTIOopEV9PjV21lGl6xIgR7W6j+ebH7HfmPSdp2W2//3EZo6TvfKRlzX3mV7+PL8flPF0s5V1w0fKnw3c+rt+fSefgMl6nytbYFpd6BnHtbb/JANpaWmuwPWepTtJyELbwLuUkc3zuDFI/kp5bmu98bN/H2jtWVkMDBvzf/2H+K6+gYOs3m9GSEoQ3bUKoshLNRxwBAGjZZRd4ffogf+7cDo+5jU7PHDzPwxVXXIHDDz8co0aNAgCsWbMGADBgwIA22w4YMCD225o1a5Cbm7vdzWNuE89tt92GPn36xP4rN/TchBBCCCGEkK5Dr7VrEe3TB6XTp2O3H/8YpWeeifz330dLcTFa+vdHzuzZAICsTz5BeNEiZFt4B3R68jNx4kR88cUXePbZZ7f7LRT30ajnedutiyfRNtdeey2qqqpi/61YsaKz1SaEEEIIIYSkMaFoFHmrVqF+2DB88+ST2DhlCgZMnozwxo2oe/pp5D35JApHj0beI4+g+ZBDgGy9mK1TsrdJkyZh9uzZeOeddzB48ODY+oEDBwJoje6Yko9169bFokEDBw5EY2MjNm/e3Cb6s27dOhwal4dhG3l5ecjLy+tMVWPY2qe6lKPZV5LQxMvezL8lGY3ZjlK4V7KKlDClNpIURJLPBUEQlq+2YebOhKVts1dr9jXxy5LVlmRKbfySr2juP0CWd0jZpSUJnK0dvSTnlMoxlyX5mSRXk9BISs1l05JbkkVobE5tSXfrd401uCRbtJWCJlMi6kKia6YZDzVlSc88YHDS4QAASnJJREFUF1zk1LbYlmN77TWW3Jp7tzP1CEJ+Ji1r9g36vgniuRVUORqL8SCQxslt6zcXFsILh7FpawqCxt13R9PgwchduBDR8eNR+/zzsX16H3wwmnbeWX1sq8iP53mYOHEiZs6ciTlz5mDYsGFtfh82bBgGDhyIN954I7ausbERb7/9dmxis//++yMnJ6fNNhUVFViwYIE4+SGEEEIIIYR0DyKFhag58ED0/te/AADZq1YhZ+VKNA0fjtDatbHtch9/HF7PnmiwmENYRX4uv/xyPPPMM/jHP/6BwsLC2Dc6ffr0QUFBAUKhECZPnoxbb70VO++8M3beeWfceuut6NGjB84+++zYtj/96U9x5ZVXom/fviguLsZVV12FPffcM+b+RgghhBBCCOm+LLv2Wuz4u99h8LRpCOfmYv0f/oBoSQnyHnoIuS+80JrYepddUPvEE1Z52qwmP/fffz8AYPTo0W3WP/roo7jgggsAAFdffTXq6+vx85//HJs3b8bBBx+M119/HYWFhbHt77rrLmRnZ+OHP/wh6uvrccwxx+Cxxx5DVlaWTXVQX1+f0O3NViYQRIhPkptJspZ4CY75tyS7kZw3pGNrwrFmCFKSyWWKm46Ji0uQNmSucQszcZG92bohZco1c3Xcaw/pnkvksGjuY66XpG628h3pOpn3ukZapslurukTZpkaCZGm72rco5ItYwviPrCVupnXVZIq2pJMqVc6ImWhz3TSTdrYUT8rv/NO9HnnHeRVVODLGTPQsNNOAIC9LrsM4YYGRKNRhKJR9F6+HB8++CBqhw9HuKEBu06Zgl7ffAOEQlj9i1+gcsyYhMexdVGz7de295Pm3UEiXWTALs8tFyQJY9WwYfj8r38F0PZZ3XDNNWi45pq2hWx1gtZgNfnxPK/DbUKhEKZMmYIpU6aI2+Tn52PatGmYNm2azeEJIYQQQkgas/mYY7DmvPOw60UXtVn/xdZ/QK+srETp++9j52efRe3Wf1Qa+vzzaMnJwbwZM5C3ejX2+fnPUXPAAYj27p30+pOuT3okySGEEEIIIRlP7X77oSku5Uk85W+8gRVjx8b+HvD226g47TQAQKSsDDX77ouit98OtJ6k++KU5DTVFBQUJJS9JTNJnQZJ8iHJ2QBZ5mJ7PEnCIknjEiU0a69ME5cEZpry/cKv5HLx9Xdx/3KRTUkyGmlZKkfCJSwvXcugpaYmkrw0kexNksdJki3bNtIkP9W4pUn1NOVwixcvbrd8qU9o5JKSpESSfZnJEP3qE0El2HSRR0vtIjm8SW2dDtItTR1c3VSDcOfUHttvbJ3PUvUOYqIZY7T1NPcJhULIz89HKO643sqV6LtgAb6+9tpYufnr1iG0446x/RtLS5G79btyF+m25h2qM+dpg4uEXVM3F7mdtixbOkpg2pn6+CnHZeSHEEIIIYQkhdLXXsOGgw9GU58+bX+w+GCdEBc4+SGEEEIIIcHjeSh7/XWsOv74NqsjAwYg14hU51ZUoHFr7khC/CajZW+pwC+plFYOpUkKaCtZ0iRTlJalfYNOMKZJzmaiCQMHlfDTbK8RI0a0u17jdKWRRJnnUFFREVuW3L+kfYNwmAraUcsW6f5L5LAoSd2CkElo2lEaD0w5WWVlZbvbSPIrW0mJRjInJUCW5L6a8cBPaYctmmts1sNWgmrrxCfhkpDT1gkzCLlg/DFMgkhQ6dfY5SJ3tX12uuBXkmEtoVAIubm5CBnt3OOjjxBubsaWww5Dfjgcq0fV2LEonTkTqw84ADkrV6Lw3//G8muvBaB7bgV9zUz8eg7Zbu8yTnZ2O5tyXJ6FkrzNxrk2Eomoj8fIDyGEEEII8YWBv/89dh4zBtlr1qD0vPNQfvTRsd+KZs7EuhNOAOK+11573nkIRSLY6fjjMeRnP8Pyq69GNF4WR4hPMPJDCCGEEEJ8Yc0NN2DNDTe0jQRs/Zf61bff3iYyuo2WggKs+vOfY3+ng9kH6bpk9OQnLy8vYWLUZCYz1RzXT4II10uJTSXZm4tzmG3dXPArNG62uekIlsgtTEqYacqUbOth6xQkSR2k62diK4NyQeP6ZysNM7c3r5O0DMhyrKAdgSQkuZ7kYmTWX0KSRWr6hMY5UpKmSMvJTnLqFxqphiR1S9XLnUZWluwkp0Ecz+X5n279MVVJTjUucNp9TMwxSmrrIO6PZErdXB0Q28Mvh10/cXGpk54B0pjZkVuoTZ+h7I0QQgghhBDSLeDkhxBCCCGEENItyGjZmw1+uVBkkg7Vtq6aBIqSi1PQbWTrdOSXhEOSHJlSKVPaFv+3JHtzkS3aOgXZOlVpElom8z6wPV9pX+n6xUsQJSlXOkhhpPpo2kgjUTOR+oSt1EuSWmokdn6i6b8u44xfDm+2uOybTGc17Tjs4n6WKqm7STLHRhcHwGTITqUxx9a5MZmyLs2xXO4Pv5InS/VJJX7JCqXPKzpKFF9bW6s+HiM/hBBCCCGEkG4BJz+EEEIIIYSQbkG3kb2lClvJkRaXxFK2ifA0iVBNJLlMEKFZl3C4JEMz15sJL83zlaRt8dv5mZRsGxrJjm342dzXTJZqkm4ufiaSvEKTmLQziYXTDWkMkO5RCel8NS5lklTBLNPsW7ayWe21CMLRSRrTTKmbeW6LFy+OLZvOen7J/jTOiBokKZJf8jGN1KmrEYRLqYlfEjXbZ1OivmtKhzXlSv1CczyNe2KqZGC2iX9NkumaCri9LyQq1wbpnG1dR7exZcsW9bEZ+SGEEEIIIYR0Czj5IYQQQgghhHQLKHsTCDpEr5GOxP8tOYzYJqJ0kUZIEjiN+4kmLC3ta+vAIqGRB5l10CTGNKVx8ftL+OXa4pc0QpIhuCSyTZU7miRv8yvMn+5okqJKSNdec3+7yLgkOa10zRKdi60Tk3Ys3oYkuzGlbpLsTUoumw6SMGkMCOI+Thd3KpN0uAbpgCRflcaV+L+ldxNNokvp2NI9pHFSdMGln6ZKSiYRXx/bdweXNrXdV7rGUv/ozHEY+SGEEEIIIYR0Czj5IYQQQgghhHQLuoTsLVUSFr8ccSS3k45+66gsWzmHBin0bZsk06/6+BWW1jjaSc5vnamfX302iL4vnbNJqmQrtk5C0jVOJIFLh2SmfqGReZrX0rzeGrmB5l6XpHRSolVpG+14q73O7R1bQuNCpZHm2Mo/NLI/jUubhIts1vb553pfBeEqFTQuiSuTWQcJ6b6MlxxJck4NGhmpWb7pqhiE1M1EI7UN2t0v2eWk6l6xTXDb3vrGxkb18Rj5IYQQQgghhHQLOPkhhBBCCCGEdAu6hOxNQ9DuNX4RH/qTZGwaSVsQ7hwaN7agE5vahkc1aJJkap2zpGuQzOR0tpj11MgZJWevZMrhNDIE6bpKy10Z2z5uSuDMZJ6Sm5Nf959JZ6TFxcXF7W6nkb1ppLlBJ190SVCcKY5l2nvOrwTQtqSzG2QynTalMV8rc9NcD7NcU9Lm4vDmcp/5ORa1VzcTzbuMy7V0HQ/8ktHaYjsOb6O5uVl9DEZ+CCGEEEIIId0CTn4IIYQQQggh3YKMlr0VFRUhOzvbOpGdRv5g61ijkX9I25iSkngXMVvJhF8yFFs0ySSDlmf4lZxL6h/a9ZrrJPXHVLnASVI3E400LlVoE2BuI1X3Sbog9Q8zea8keTGlKSYuyUU1CUVNEpVv7qPpF7aSFI3URiOl08hobPt1EGOsrcNiuuAiHbLtyy5orlnQrqEaNLJnoG1dJVdU6f1HIyPV9GsX6ajtPWfiIm/TkGw5Zjo8223qQNkbIYQQQgghhMTByQ8hhBBCCCGkW5DxsrecnBzfyjNDirYyOQmNlM4MDceHkzVuRZpjZwrJrHMQjjCJsJW/BI2mP0rrNXIGDUG4X0loHQldkkZmCpprb7q9mW5LkuTRRU4sbW+ilTEFcc0kGZtfchaXcV5DEONqUFI3qX2T6fwmJeCV0LigSuXb4tK3bNG2oSZJsYkmabBfzrUSmk8b/JLvauRwLlK9zmB7fwThMmj7KUdH+0ajUfWxGfkhhBBCCCGEdAs4+SGEEEIIIYR0CzJa9rbvvvsiPz9f5bKjScrYHeQufpIOjlm21ykICZW2zFQ5Irm0kXSetklCXSQottIAjbzNHA+KiorE4wWWDDUSAa68EnjtNSA3F9h3X+Cpp4BbbwUefxxYuBCYPRuYMOG7fa6/vnVdVlbr39deC5x5pnNVbJOfJpLpdoTtOKFxzoy/LslMtOfi1hSE1C3ocdgv96t4gkhczWe4v2ivhWY7WxmpBpfx2fbTBr+kmeZxpSTq5nrN+KGtj+YaaM4nmY51He1rI3vL6MkPIYRkJL/5DRAOA//5DxAKAdvso485pnVC89Ofbr/Pr38N3HJL6/Lq1cBuuwHjxgHC91eEEEII2R5OfgghJJnU1QGPPgqsXNk68QGAbeYCBx8s72dGqGpqWvdtaQmsmoQQQkhXJKMnP7vttht69Oihcg4xkWRytsnG/ArXaklm4jUTTSI/l9BvEC4iJi5tpekrnbn2fiU2te0TtrIxTfJaW0mpLbZtLfUVKfllvHNdcXFxbFmS0DlJ4BYtAvr2Bf7wB+DNN4GCAmDKlNaoT0fcfTdw772tE6dHHmktx0ek/iHJ3pLpWiX19c70Lb+cjlLlViiRKodPP5M7JrNN/SJVSUj9kjlqXNkSXZegk3sGga1Dn+Z5Ztt3bWXGGgmc9ppJMnApibW0r0kQ7oZB3UMZPfkhHbPH889j5PPP47U//QnVQ4bg6N/+FtmRCAAg1NKCPitW4PU770TV0KEY9cwzGPTxx2jJzkZLdja+OOccrB81KsVnQEgXo6kJWLwY2GMP4Pbbgc8/B449FvjqK6B//8T7/uIXrf99/jlw7rmt+/k8ASKEEEK6Mpz8dGGKFi9G8cKFqOvXL7burT/8IbY86MMPMfL551E1dCgAYMPuu+OrH/wALbm56LN0KUbffDNefPDBpNebkC7N0KGt3/ucc07r33vvDQwbBnz5JTB6tK6MvfcGBg0C5s4FTj89qJoSQgghXY6MnvwMHDgQPXv2VMl0zHChmbDPROMSpQnXasJ0mgRb8WXZhP/CTU3Yb/p0fPjLX2L0zTe3u82wt97CkjFjYn+v2Xff2PLakhIgGgU2bEC9QmIiuY1IyTA1LlEaSZcmnJrKEHvQyQv9KlO6fkEQtOuddL0l2Vt8X9y0aVNsWeP2Zn0+/fq1Stxeew044QRg2TJgyRJg110T7/f118Duu7cuL1oEfPppa/QoCUj9WJJkaBL/Sdgmj050D0hyEL/6e7rJr1ywlcSa+Clv0jha2UovbaVMQT9X/JIB+4Wfz0i/nh9BPDttxxYT288cpH5cVlYWW5aSSpvbaPq9q9ub+Qw0jy19RmIua96n05GMnvwQmV2efhrLjjgCW0pK2v09f9Mm9P/yS3x0+eXt/r7Tu++itqQEW4qLgRTpyAnpsjzwAHDhhcA117RaVz/0UKvpwW23tX7Ts349cMEFQH5+6ySnf/9Wh7j//hfIyQGys4F77vluMkQIIYQQFZz8dEGKvvkGRQsX4tPrrxe32XHuXFTstx8ae/fe7reS+fOx16xZePOaa4KsJiHdl+HDWyVr8Vx7bet/7fGPfwRaJUIIIaQ7kNGTn4EDB6KwsFCUUJkhQk3Y23S5CMLVzUW6lWi7+HPrO38+eq1ciRMmTmw97saNOPKWW/DJpZe2Sts8D8Peegv/bieXSL+vvsKB992HV37+c2wqKgLq68X21UjgTCQJnF9hcr+kLMl2TLI9XjpIbVLpemiDVDdT2hbfLyVHHb8c+jIdSW6hceXT9A9b98f4MjXjrCZ5ajJxcTizlWVrnje27lEu7leAfw5YEhoZu/mc0z5rO7uNiaZNXaRuQYzJ2jL9SlKrkcDZ3gcu8jbNtZH6sSlvGzFiRLvrTemZxnFV0ybx5yJ95iFJ2iR5m7l9KvsawCSn3Z5FZ5yBRWecEes0J1x+Od675hpUDxkCAOj/1VcINzdj7V57tdmv31df4eBp0/D+1Ve3TnxIUhl14onwcnPRkpcHAFhzwQXYPG5c7Pfil17CsClTsPzee1G79cP4/n/9Kwrfeqv1A3oAGy6+GNXjxye97oQQQgghmQAnP92QYXPmYMnRR8demLdxwAMPINzcjAPvuw/7bp1Bv3Xhhdjco0cqqtktWfTHP6Jhp522W5+zdi36z5yJ2j33bLN+409+gvW//CUAIHvdOoyYMAG1hx6Klj59klJfQgghhJBMoktMfmzlTmYI0gwvmviV0CoobOr0yr33tvn7o0mT2t3373fc0X45guxN48Rj2462YfJUyY/MczeTYroQCoXE34becgtWXHEFBt99d5v1LcY3W+G6OiAUQsjzxLpqkK5lurnV2UohJPlm/HpJ/qKRcwbtZJcqNH1CSjxqK0Fx6a+JCDohZKpwuYeCHj+10iWN65X03NY8b6RxwNzGlMJK56AZT2ydYjVycNvr5JdjmZ+k231jYuviq+nXw4cPjy1rpG6aZKYmtvLV+HI0CdwlzPaSnn8aR99U0iUmP4R0FYbdcANCLS2oGzUKqyZORPMOO6DfCy+gfsQIbBESzhY/9RR2ePZZ5Kxdi9W//z2ilCwSQgghhLRLuONNCCHJYOnjj+PrZ5/FV08/jeY+fbDjTTchd9Uq9J81C6svuUTcb9O552LRyy9jyVNPod+DDyKrsjJ5lSaEEEIIySC6XORHI4GTXDgkxwtN+M7W+awzBJ1gThOi14RgpZCwRoZgW0+/kGQ6frknJTreNprLylpzKmVnY+3ZZ2PUaaeh5/z5yNmwASPPOAMAkLNxI/JvuAGrL7sMG049tW0Bu+2G5pIS9PjoI9QYRgm2JDPhqYlfciepH0v3d7zcRXLX0SxL5WQ6tgkmNe3jknTUVeqWbq6EycQlmam0jUaiJfUhoK1ESFrWyOE093il8Y9D5jaafi2VL0mIbN3kpGO5bN/d74EgPmHQOBJq+rTk6qZ5tvn5bmk7/kr92kRa71e/a+9atrS0qPfvcpMfQjKR0JYtCDU3tyawBFD86qvYsuuu2Hz88dh8/PGx7Xb52c+w9sc/RtURRwAA8pcsQcOwYQCAnOXLkf/NN4gYmmJCCCGEEPIdnPwQkgZkb9yIwZMnw2tuRsjzEBk0CEtvvrnD/QZNm4a8lSvhZWcjlJODiuuvRyMnP4QQQggh7dIlJj9SSNgllCe5wNkm/NSQSGbl4oIUNBqpm19okiamyvkt/pp15vybysux5H//t826LADbzmjbef7noYfabLNo6tTtC6uvF523XKRlQV9v23r6FT6Pv6fNczMTH7uQbveuLRq3LI3cMJX4JQ8OGs04JsmaNHIZqRwTlzbRuF+Zy0Db561G6iYdQxpDNHJtTbJUsx1tXeaC6Gea56JGwp9saZxtPw0iuayExtVTk7TUVrJpKw826czzRfN+LPV36fylfV1cBm36po3sjYYHhBBCCCGEkG4BJz+EEEIIIYSQbkGXkL2ZuMhLNG5kUohdQpKtSfWMD+VJYWq/ZEe2YXmN9Mk2pK2pm4kkbQjavUaS8qTSNUeS/UnrXSRwtti2ke29ZYtWUrF69Wqr/W3JRAmcNB6aLlrS9U6X+8NEI6WQxjFp36Cvq8ZZL+j7xjYZpOR+NXLkyDb7SLIgKQmkieZ5oHGgs0Uj8wxC9mabwNS2H9uuDwqNFCuZSBJJU+q2xx57xJY1UjfNu5J0f9uON67SOCmxqfSJiPTMcBmTO9rei0vwnghGfgghhBBCCCHdAk5+CCGEEEIIId2CjJa9FRQUBJZEVEpIZpvo0PZY8QQhBbJNmKZBEyr3yxFPs94vJPmONjGrn+4sqSCZLka2cgZbVyztcTWSEdMFztxGs5wpaBLEJtPZSouLLMY2mau0r1SfoF21bF3gTGyvmfT8k+Q+kpwNkJ2k/Lpvghhvbd2yNJKlVD3nNJL/RM88FzlWuiXSliT8GkdCs+8WFxe3u96WVD5HpH6hcTrU9FlNItSg+j4jP4QQQgghhJBuASc/hBBCCCGEkG5BRsve8vLyfA1nS2F8KeyoCfFpwneJzsFFWmfiV7jU1uHO1gHKtk1t0bSDq9TN5dgSQTs6mSRT6hbEubhcY+0+5jFMdzjJEciv+zhoNJIXadmlrwQllXE5tnQtbe9jsxypvUw052Yr37GVU7lIUCWHt0TObbYSw2T2NQ1SmeZ52crepHvRVoJpK/3VJEJ1laoFkXDY5bpqXGwlhzPJyc3W1c22nslAk0xY6uPSM9ZFTt0RdHsjhBBCCCGEkDg4+SGEEEIIIYR0CzJa9tZZNA5cUhhfcrmwlSVpXTG0rnDt1cMFjRTExDaRmlRmqiRBUmhVSnCbyIVPE7LNROmTrYQx6L6YDKT71EzuKcmaNAmKbfGrLaRruXjx4tiy6WhnrjdlfprkdalEk3xZkmNJzk22siyzr5htqrnPTDTnYmL7fPIrmalmOb7+0tiaqns/Ve6MmuTnQdRN6uvmvW4eN35skxJD2+LX9dbIzKRtJAmm5FZYVFTU4b4uLozJuAeCfq749flAR+3leR4ikYiqLEZ+CCGEEEIIId0CTn4IIYQQQggh3YIuJ3sLIhGoFIZPFAZuj864+PgV4k6HJIupTHxogyT/kCRwnSEdpB0S0jmb8p1MuZZB1VMj/5T6SBDX3laKJcnzTFnWl19+GVs2ZW/mctBJjDuDRrKrSV4ouThpnLo07lwaqZtLu7gk4dTIg2zdURPJm9NB+izhUh+/+rWty6yJXy5oiaRtkvzVJfmprbQziIS4GgmnKRPUjP+SBC5d+r1tAl5pG0nqli7vPoz8EEIIIYQQQroFnPwQQgghhBBCugVdR/bW0ICeF12Ewm++gZefj2hJCar/+EdEy8sR3rABfX7xC2QvWwYvNxdVt9+OpoMPbrN7/ocf4rAf/xgrrrwS6888s01YUxOyS+T+5YIZOoxPDNfesU38SorqUr6LnMElsadfIfDOOJlJ52y6wtgShJxTKl+z7JLwNB2S9XYGjWONuV7jgKQZT1yQ5Chm3SorK2PLGlc3l2SH0jn66RQntank1jRixIjYsil7M+9XU9oiIbmrSTIaU2IoSag1ySBdZCq2aORtmj6dyO0tCGwlVH5hm2DUZRsTjeRWep/QlBOPJjmyBlupWBD9RmojzbuMyztOuqMZZ2zlr5r3TKkO7W3f0tLS5nmWiC4V+Ymcfz7Wv/suNrz5JiLHHos+v/41AKDwllvQtN9+WP/++6i66y4UTZwINDfH9gvV1qL4jjtQdeihqao6IYQQQgghJGC6zuQnPx/NY8cCoRAAoGn//ZG1fHnrTy++iC0/+Unr+n32QUv//sj96KPYrn1vuQVVF1+MZod/mSeEEEIIIYSkN11C9taeDKPXgw+iYexYhDZtQqilBS19+8a2iZaXI2vVKgBAwdy5CNfUoG78eBS/8QZycnK2C6dJydk0YbpkS+BsXZ80uCTX05AOzmFSHTrjyGQrh9Scv22balxwNAnJpGW/JHAaUil101wzSepm6+5oLrsk1TSR6mZKrsz1mm0kKYumz2mcfjTtlqhPSFIVjdTNXLZ1eNMkydY4RkpJc/1y1jMJQk4bhHwTSI/nhEkQTl0aSanL89s2SblWUin1U2ms0LSdZr3ts1PaXjNeBfF5QVdA6l8uY4ImAW1720Sj0Q7L3kbXifwYFN13H3KWLUPNNdcAALyt0aAYngcACFVVofjOO7FhypQk15AQQgghhBAlO+4I7LYbsM8+rf8991zr+tGjgeHDv1t/113f7XPBBcDgwd/9tvVzkO5Ol4j8mPR5+GH0fO01VDz5JPJ69IDXowcAILxxYyz6k7VyJaKDBiH7m2+QvW4dBp12Wuv6TZvQa+5cZG/ejOU//WnKzoEQQgghhJA2vPACMGrU9uvvvhuYMKH9fX7zG2DixGDrlWF0qclPzwcfRN6LL6LiySfR0rt3bH3DiSeix6OPovaqq5Dz2WfIWrcOjQcdBGRnY92CBbHtek2ciMiee6LmvPMAIVyb7BCnbVjXRXLg4jylcXuRlqWwtIvMIYjkZxo3J6DtuZlhWtskgi4Ecc3STXYiEYT0Mx5JkiLJPEwXNal/mNfMlJxp5FcSZjnSdZUkbX5de78kUVrnRcnhTXJ7M5dd2jpRnbYhSZfNOphoxkNpvUbuY+vY6ZdrUyJpo8aFTCKZLlzpJnfSJJS1vU5atzZNv8hEOXx3xyUxrW1f05Rp0l7dmg0js47oMrK38OrV6H3zzQjX1KD0nHMwaMIE9P3+9wEANddfj9xPPkH/ww5Dn8mTUTltGpDdpeZ9hBBCCCGkK3POOcCeewIXXQSsX//d+l//unX9mWcCxj+2AQCmTgX22qs1MvTZZ0mtbrrSZWYALWVlqFi9ut1/UW/p3x+bZszosIz1d94ZWP0IIYQQQgjpFO+8AwwZAjQ1Ab/9LXD++cArrwBPPgmUl7d+z37vva2TnK++at3nlluA0lIgHAZmzQLGjwcWLgR69UrtuaSYLjP5aQ8pzCqFaINIcmZLfB1sZVNBJwAzsZVN2cprXNxugr6uiRxtJHcnc71fdbKVz0ntaytPTOa9ormPU4lUP6l9paSXkkOYrRxVOq55/0n9169rH5Tjlwaz7cxlSfZmK3VzSfIqjdXSOL9p06Z2y7EdG/1KRmuice5zqYO2XL/2tXX0Swc0Mj9NskkT1z4U9DFSlbA2LRgypPX/OTnA5MnALru0/l1e3vr/UKj1256rrgI2bgT69gUGDfpu/1NPbf3+59tvgf33tzq0pu/75eapKd+VLiN7I4QQQgghpMtRVwdUVn7397PPAvvuCzQ3A2vXfrf+f/8XGDCgdeIDACtXfvfbhx+2Top22ikpVU5nunTkhxBCCCGEkIxm7Vrg9NOBaLRV3jZ8OPDEE0AkAnz/+63/D4eBfv2A2bO/2++CC1r3zcoCCgqA558H+vRJ2WmkC11i8hOEk4vGgSwIGZA2rCdJIzQJzaTjacKUtrIpF6mbrbzNxFaSYeLqMqORFGmSn9rWWyO/MjGdwDSuYFrnn1Tjp0uQi8zF1qlLSm6pkbBoktFqHBY1Y1o6yA1TKasLQs4h4SJlTQe0TqR+yfWCSETZ6/33UfCHPwAtLQg1NaFh0iQ0/uhH6HXiiQivXAmvsBAA0HjWWYj8/OcAgPCSJejxq1+1JlmPRNA0dizwu9+1vpzCP/dEv9A8gxP1M9tk2C64lJPKccOZ4cOBTz9t/7dPPpH3e/NN36uikVsG0U87uvY2SU67xOSHEEIIIcRXPA89f/Yz1M6ejejIkQgvX47eBx+Mxq35VOpvvx1Nxx233W4FN96IpvHjEbnkEqChAb2POQZN//wnmseOTfYZEELagd/8EEIIIYQIhKqqWv9fUwOvuBjIy+t4n+rq1v83NADNzfAGDAi0joQQPV0u8hOETMUMtZkSM21I2C80Sf40zjya9SZ+Sd1MaZVG3mbrZKZxxbJ1n5G2SXSNJXmYef4mLvXWINXbrI95zaRlvxLQ+kWypaYabPu1Rt5mokkgaCsj9ctV0aRbOzIh+PsjCKmwX3RGNiXtb4vGmc3q/EMh1D3yCHqedx68Hj0QrqxE7RNPALm5AFojPAW/+x2iu+6K+htvRMuOO7aew623ouePfoS8Rx9FqLISDVddhehee3X6vILA9rmeSBLr8i4U9L3i0t9T5XCaSbg4C2qwaXcb2RsjP4QQQggh8TQ3I/8vf0HtU0+h+osvUPP3v6Pn5ZcjtHkz6u6/H9X/7/+h+r330Py976HXWWfFdst97DE0/vCHqPrqK1R9/jlyX3gB2e+8k8ITIYSYcPJDCCGEEBJH1vz5CFdUIHrIIQCA6H77oWXgQGQtWABv8ODWjUIhRC6+GOFlyxDaqgzJf+ghNP7oRwAAr39/NB17LLLffz8l50AI2Z4uJ3uzxTb0G7TbWzy25Uphao1LlCZpouQyZ5soURPqlpI+miFUM3GhtI1GgiPVU7r2idDIE6X1tgktNXWQ+qxGnpjOTlIagkpQqLlXbLGVfyRT3mbiInVLJX6dv2Z7W+dFaawzt9ckY02mhEgaJzXSF9d70Vau3dm+2TJoEMKrVyO8cCFadt4Z4cWLEV6yBC077ojQunXwSkoAADmzZ6Olf//W74EARIcORc6bb7ZOgOrqkP3uu2j45S87VYdkYCtPi+9nLu9Cfkm6g06Iax6r0si3I/X3dB8Pg8b2fS/ZdPvJDyGEEEJIPF5JCeruugu9LrgAXjgMeB623HknWoqLUXjiiQhFIvDCYXh9+6LumWdi+2257z70uPpq5N17L0JNTWj8/vfRdPLJKTwTQogJJz+EEEIIIe3QdPrpaDr99O3W18yZI+4T3Wsv1Lz6apDVIoQ40C0nP7ZSN82yX45lidDINqTjSVIKcxvJpUyTNFEjddMkydS4XJlSt+HDh7e7XiMZ01x7c1/J+SxRmF/qF9IxXJxTNJJM276s6RO2/dqvpK6a8jsjQ0umXMFWHqUZZ/xKGGni4hZp4pf8IVE5muuvSTqrwTaho6bv28pgUyUpkcaJzjg+uThDSTJuk6CTL2pIB+mPrbxNeo5o3d7S4Zxd0LwrFhUVtbtNOvS5ZKCRX9uOk9L2fj6baXhACCGEEEII6RZ0y8gPIYQQ0iENDdjhssuQvXAhvPx8REtKUP3HPyJaXo6czz/HDtddh1AkglAkgs0nn4yNP/0pAGDAyy+j7G9/Q49ly7B40iRUtCObIoQQkhoyevJTUFCwXRhMIzcwQ5amY5npcmUu20rd/CSIY5ghWI0UTRO+dHF1k+pmXltT3jZixIjYcmlpaWzZlL1JZUruMLaOLZp2A3QyDI0UxjZpZBCh6EzENlmoFr+cw5IpsXM5lm0CVpNkS19cr208W849F5ExY4BQCD0eeQS9rrwSax5/HMVXXom1l12G2jFjEK6sxIgJE7DhkEPQMHw4Irvuim9uvhnlTz0l1s3ENslyELi0lSYpeKLrojm2SzJvF4JwjEyVE5atS6XWUTKdk4HajleSdE2SdpqfFBRvdfsDZPlfV5bASa6xtu7JJjbuokxySgghhLiSn4/IMccAoRAAoGn//ZGzfHns56yaGgBAuL4eXk4Omnv3BgDU7bQT6nfcEd7W/QghhKQPGR35IYQQQpJFj+nTseWYYwAA6//4R5T87GcouftuZG3ejGXXXYfmfv1SXENCCCEd0aUnP5pQvBmaM928pGVJ3uVXqFdbjiZMrZFW2R7LRTalCf1K4WTJ4c2UvZnbS0ghbU3dtM5cts43fiWNDCLRpaY/ahI3Bo2mf3dGbuCS0DITse2LQUg4/GxPjYRVGhPiKbrvPoQXLcLqhx+G19CAvg88gJW/+AU2jx2L3JUrsfPPfoZNO+2E+iFDYv3GRoaxDVs3pGSiuR8kSbApCYqvvyYBtF+4OPqZ2CbGTDeZsSQjNBN4miSqs0bKJN1/6eYIZ+tiKH1GoXF7y1QJnMYFT/MOLfWbZLQXZW+EEEJIAvo8/DB6vvYa1jzyCLyCAmRt3ozCf/4Tm8eOBQA0Dh6M2j32QOH8+SmuKSGEkI7g5IcQQggR6DN9Onq9+CIqnngCLVu/6Yn27g0vNxe95s0DAGRVVqLwq6+wxYhKE0IISU8yWvZWWVmJaDSqCidLoTZJ9qYJ40rhWlvnmmRgG1oPIlGiJnmfKV2TJG3mslSmbT2l6yElh00UzvcrjG+bkE6zbzq7kfmF5t7y0+HNBT+TINsQRELZZI5pnXEO0zwn4selrIoK9L31VjQNGYLSc84BAHi5uVg9cybW3XMPhtx+O0LNzQg1N2PzhRci97DDUAyg4H//F4PuuQdZ1dXwPvwQ5c88g/9OnYr63XZr97gS6SCPckH77DT/1ozvLsl1XRxIpTJt+75me831lsoxJYa2x7JN8A7YvwulizOkDRoXQxPzXKQE7GZfd0n06ye2ibRt36c1MtJkPAszevJDCCGEBEW0tBSLFy1q97f6ww7D5uefb/e3TSecgE0nnBBk1QghhHQSyt4IIYQQQggh3YKMjvxUVlaiubnZKWRrhuakkJ1LyNwk2aFMv6RrQSdalRzepOWioqJ295XwS6pn1kEK+8bvo8HFfcjlGifTwcuvPuRSjjaU7pdkUIPZ1rYSuGTKoDSOfuksWYlHcnizdfYKQj6YzgkjTaTrLa2XnLMA2alTkrq5OK1p7m+Nc6hEqiRLUvtIcnDzfE2HN1vHrvhyk/lcCRrpOS+9E2qSvZvvL+Z6U+afyndF289IpPdmTZJTDUHJ4Rj5IYQQQgghhHQLOPkhhBBCCCGEdAs4+SGEEEIIIYR0CzL6m5+vv/4aPXr0sLa31izbWowGpXNNN6thv7Sokj7ZXDbtOiVLyCDsITWZmRPp1zUWqEF/H9FV+00QZfr5XYVtnVJlBZsqi2oJl+8Q49tQ+r5D8+2m5rsJFzTaes13BhpSdV2laylZBQOyvXXQ9rdSu0vfsAT93V/QzwWzfOl7Hk3KDy1SH5S+Q3KxFffrHUzz/ZKmj5uY7WjaXpvfWpn3hMaqXPPuk+iaab7tMZc134UtXry43W38skL3E0Z+CCGEEEIIId0CTn4IIYQQQggh3YKMlr198803yM/PV8kcNFI3jYWwhnSQkQCps7TWnL+t1XUQUjdbGYVUH+0xXORV6Wx5GwRByD+0bRjEsYMO77vIdP06X9v7ycVSPNF9JY37ycygrrnvXZ5PQWBbvq0deyKLW/M36dmguYc08h2N1E1jf54qXGTVprTKtCI2l03pUiJ7a1uk6+fXM9LEJd2E7bXXWL6bZZrtqHnfkSShmveRRBbvtnbdfqWLcaGj6xGNRtVlMfJDCCGEEEII6RZw8kMIIYQQQgjpFmS07G3NmjXIzc1VuVYEkUHb1nVEQypD7JpQsV+OOxpXJY0DUBB1k+hM6FbTB20dZSRc2sVF8uIiIdLITmzro8H1PnO5V5Ipi3Wpg4vDkoSL1E1TTvxvkoRFknmYY46JX2OLpg6mNEkjy84UWVYitz3znG1l09I107SLdKygHcX8QiNdMpHkbYsWLYotS1K3RM+soF0SpTJt3eRMNHI1vzD7qNm+GlmoJG/TtHOiTzls348l9zaNY7JJutxDjPwQQgghhBBCugUZHfkhBABCkQhKfvEL5C1eDC8/H9GSEjTdfDOaBw9G0X33oef//i9yly3DinvuQe3o0bH9yq67Dj0//BDRoiIAQO2hh2LdVVel5iQIIYQQQkjgZPTkZ+nSpcjObnsKttIAKTSnkSVpSFWSy0QEnTDM9tw0Tm4J6xkKIXL++ageMwYIhdDjkUcw4IYbsGnGDLQcfTTWfv/76H/ttcjNzW1TTlZWFqouvRTV55333XHiyu+MpMRWhqnBpU1dkrzZ9hXb/iElq3RJLJxKgr5vXPpQuiW99GvsjS9fko9I44wpK5H2DULaqXFMcnEjDbp/SNe1M06CmuekuWxeM78S9qaDdE2zjUa2L21v9i1T6iY5v2n7XDLHYhdZnWbMkQjCiU7joKeRumnun0Ruby6fjriM437JrzsDZW8k88nPR+SYY4BQCADQtP/+yFq+vHV5v/3QPHRoKmtHCCGEEELSBE5+SJejx/TpaBg7VrVtn0cewaATTsCAiy5C7ldfBVwzQgghhBCSSjJa9lZZWYmsrCzxdxeJiG2Yzlb6E1SI3cXhJplSt6DoeffdyF6yBBtvvz22rqCgAOFwGLm5ufCMc9x05ZWIlpQA4TB6vPYaBl54IVb885/wevZst+wgHAPjy00Vmmssuc6Ulpa2u410Xi6JG5PhbBWE66GtpM2FoJ2XbJNNSnLGZIyT0j1r6y5mYtuO5rEqKytjyxpXrSD6ezJdPaVjJZIqSlI3sx2Li4tjy5Lbm1+OjJpnu+19ppGraRy1pDKldjP3leSVEonOUXJmlbBNZKypk61cywWXRLMaNO+ufrq9mbh8LmKSLq5uEhk9+SHEpOf99yP/lVew6bnngB49Otw+OnBgbHnLcceh5c47kbN4MRr33DPIanZ5Lps1C723bEEUQENODmYceihW9uuX6moRQgghhHDyQ7oGPR98EAV//zs2PvccvD59VPtkVVQgujVqkffpp8iqrETTjjsGWMvuwWMnnID6vDw0NDRg76VLcf7bb+OW009PdbUIIYQQQjJ78lNZWYlwWPfZkot7WzKTaiYKCdo6laTK1c0vpzwN9fX1yKqoQOnNN6NpyBDssPUlO5Sfj40vv4ye06ah52OPIbxxI3ImT4aXn48Nr7+Olr590f/qq5G9YQO8rCx4+flYO20avMJC8VykEHJ8OwQdfneRVbhIjSSHLHO5rKysdR1az7ds3Tpk5+a22UbqH+kogUtmwmKXRJ9+jWl+JaazlcBpytSikVuaaNrOLLNoqzW+dl+N1E1an8wxNmipm0n8eUmyLnNZcsmyTXqpWa+RvfklL9U8I6Q2sU1Cqdm+M9J5WwmWC7b3q617qVSOicu52EqgNeOWq9ubdGxbgpa6ddR2LS0t6rIyevJDCABES0ux2LDtBL67CesmTULdpEnt7rfmyScDr1t35fvPPYfyrdfk6XPPTXFtCCGEEEJa4eSHEOI7L595Zqvs7bPPMPb11zGdsjdCCCGEpAFdYvJjG1JLF7eJoAlC6qZBU74mgalE0O5oZvmmZMV0xzEddOLDxEEn6PQr4aLLcbVh9g933RXff+klhDZtwpY0TEoK+CvNdJEMuEjRNHIcyRUrU5Kluia70zhpSRIZSeapqYfksGVK3RLJaDtL0K5ufo7bLgl+/TpPF0mbS1JpExfZm1/JKU20csFkJjmVxthkyKA7IgjXPxc643icqncTP8qPRqPqspjnhxDiG7kNDehVXR37e+R//oMt+fnY0k3+wYEQQggh6U2XiPwQQtKD/EgEP3zuOWQ3N6PF81Dbowce+8EPgFAo1VUjhBBCCOk+k59MlboF7RAWdAJTvyQAfrWDrStKZxyZ/JKw+NVnbdvLJey9NjcX03784+2OG4Ssx0RTZrITC7vKtGzQSN00CWhNgqi/S+LpoGQtknOa5CgmtamEZgxxSfxrSzIlSq6OUtJ2mqScGvxKchqE26J0r2hkbyZ+9afOSNWDcDvVPEs05acqubhfkkSNjFnbzn7130yCsjdCCCGEEEJIt4CTH0IIIYQQQki3IKNlb3l5ecjKykoLpxG/6AqOHC5IkjNNMkUJW9cVTcK9RKHldHCdcUEjAzKR5FGaZJMuMigT2z7tOmYEnbDPLN826Wx7srdzP/oI+69ejb41Nbj9nHOwRNhec89JBC270Tpq2TpvSTIaqV3MZVvZmzTOuEhTk5mE2yRVsqF4klkPaWwMog5+yaNMXORNifYNQn5nm8g3mc9dv9z9gsZ1DHAZW1Ih36XbGyGEkBgfDx2Kv/7gB9hYWJjqqhBCCCEphZMfQgjp4nw7YACqOPEhhBBCMlv2VlBQgKysrMAdyyQ0YT3bugUVKgwiNGtbVxenNU34VROi14TkNbI3aTn+GLah+6CxdUWTrrGZrNFFHpUqqUJnCDohnYlZV6kPSe5LkhtZcXExssJh9O7dGzv07t3ucTUOi7ayFs32QSdeTnRsE9u6+tX3/epDQY8xQSdwToRLv3PpR35J3WzHuqBlpCa2z9f4ugUxNmqeQxLpIMnUtInLtUy2vL6ryWgZ+SGEEEIIIYR0Czj5IYQQQgghhHQLMlr2lpeXh+zs5J6CJvTnEmLXhhaDkPpptvcr1CodSyOBk7ANk5vbmDIuc3nTpk3tbu+nZMWvRLCacmzdWzRSxVRJDIJyPEwHyYSJX85C9fX18DwPkUhE7MvSsgtSnSWHuqCczPyS5mjuiWQeN5lo3An9xMXNTCOJtl1v4pKo1K/kny7vI36+y7hIWzVlBtH3g0jA7oLUd01sx8lE+HXNgn5OBEVGT34IIYR0zA/eegt7LVmCXnV1uOi559CQnY0/nH9+qqtFCCGEJB1OfgghpIvzwtFH4+UTToj9nem5qAghhJDOwsmPQNAuXdpQqV+hwCAkbbZhaU0dNPI2E1v3HXMb81im1G3RokXtrpcc3hK1m1QnFwmAiYvjoK3Mw1ZKaBK0hEFDOsiGko0m0ayUvDcItylT6qZJ0mrbR+PrZ5uA1xa/HPFMXJ43LtfGr+ec68Tar36ncUCU+qPU12xlQBoXUfMZI5Vji5/yqG10JrG3y30mPdvTeRwPQgJmK9PUYiu3TLdne3v1YZJTQgghhBBCCImDkx9CCCGEEEJIt6BLyN5cwvV+yZJcjmXiGjZMpmNbEJh1k5I4avbVSLfMtlq9enVsWZK0ufYVlzC1JNmxdYXRyD+kuknyKFu5j62szq+kcNrwvK08KogEirZIcjXpnBMl6e0ITT/WyNts5Ueu2LptSdtIbSe1r+24kQ6yHltHO1cXOFt5lG3/Ki0tjS2XlZV1WE4Qjn5mnzBdRM3jmttIiY6DdqPUnKOrbN92rHN5XvqFi/OgiVQ3qV+6jJNaqaI2gbtUViZiFfm57bbbcOCBB6KwsBAlJSU45ZRT8O2337bZ5oILLkAoFGrz3yGHHNJmm0gkgkmTJqFfv37o2bMnTjrpJKxcudL9bAghhBBCCCFEwGry8/bbb+Pyyy/Hhx9+iDfeeAPNzc0YN24c6urq2mx3/PHHo6KiIvbfK6+80ub3yZMnY9asWZgxYwbee+891NbWYsKECVYfKxFCCCGEEEKIDVayt1dffbXN348++ihKSkowb948HHnkkbH1eXl5GDhwYLtlVFVVYfr06XjyySdx7LHHAgCeeuoplJeX480338Rxxx1new4qpBByENhKz1wldkEn1wsaqZ5SyFWTCFUjw5D2Nd13XJM+BiHhkWRZGgmSuTx8+PDYshlyl5BkG5K0Q6qDhEZu5nI90sU9SDq2Zkzw6961TSAs1Ufq35KEw1xvSpE0sktXqY2tk53Ur02J7OLFi9stx1ZKKOEiEZVIB1ldonraOuJpxjRz/bBhw2LLxcXFsWVb6ZDt80kjXzL7lkQQz2+NtNj1uEFL3YJwSQzC8VIaMyVpptSnbR124/urNKZJSK6EmYrTNz9VVVUA2g4gADB37lyUlJSgqKgIRx11FG655RaUlJQAAObNm4empiaMGzcutn1ZWRlGjRqFDz74oN3JTyQSQSQSif1dXV3tUm1CCCEZSt+PP8aIRx9FqLkZLXl5+HryZNSOGIGczZsx8o470HPNGrTk5GDRVVeheq+9Ul1dksEUvPMOSu+8E2hpQai5GRXnnotNEyZg4COPYLfZs9Fj1Sp8/rvfYUOctJ8Qkt50evLjeR6uuOIKHH744Rg1alRs/fjx43HGGWdg6NChWLJkCW644QaMGTMG8+bNQ15eHtasWYPc3Nzt/iV4wIABWLNmTbvHuu2223DzzTd3tqqEEEK6ANk1NRh5++34ZOpUbBk6FEWff45Rt9+ODx9+GDtPn47q3XfHN3fdhV5ff43dbrgBn8yYAWR3CV8fkmw8DyW/+hWWPvIIIrvuipxVqzBiwgRUHn00qg86CEsPPhh7/PnPqa4l6cYcdu65aMnNRUtODgBg6Y9+hLWjR2OPO+9E4cKFaAHgZWXh6wsuwOYhQ1Jb2TSj00+FiRMn4osvvsB7773XZv2ZZ54ZWx41ahQOOOAADB06FC+//DJOO+00sTzP8xAKhdr97dprr8UVV1wR+7u6uhrl5eUoKChAdna2dfgvCHc4v0iGJM02UZZfEiEXJzrJPUlyWLKtj4v7VTyaNnJ1R2rvWJKUwgybSyF0jSytvr4eezz/PEY+/zyev/FGbB40CP2XLsXBL76I3IYGeOEwXjnmGCzdegzb+9KU0mmScGrwU+Lql6wiaNmR5pxtXbskWZokadOsLyoq6vC48fRauhTNO+yAvH32QR4AjB6NghtvRNnatRjwzjtYMHs2CgoKEN1vP0T79kX/b79F7QEHqMpOhFlvScrkImXWjMl+PcNs8StRpZ+yYUkiJMmFpO0TPv+2vpMUAWjcYQdkV1QgWlSEvN694R14ILxNmxAOh5GTk2N9T2vGWxOpfL8S6/rpJufiYqh5LrqUb5sI3UVaLd3TtvI2afv8/HxkZ2djzYMPomnXXQEAPQEMB9D4xz9ife/eaGhoQN7XX+PAiy5CdPZswHjH1kiNNfJrzftSOrrDdWryM2nSJMyePRvvvPMOBg8enHDb0tJSDB06FAsXLgQADBw4EI2Njdi8eXObxl+3bh0OPfTQdsvIy8tDXl5eZ6pKCPGJosWLUbxwIer69Wtd4XkYe//9eP3cc7Fy552xw9q1OOWee3DPpElo3vovUYT4Sf3gwciprETP+fNRt+eeKHrrLWRt2YK8VasQamlBs/FMiZSVIVdQExDSIaEQ6h55BDtceCFaevRAuKoKK/7yFyA3N9U1IyQhLb17x5azamraTHpIK1Zub57nYeLEiZg5cybmzJnT5sNBiY0bN2LFihWx2ev++++PnJwcvPHGG7FtKioqsGDBAnHyQwhJLeGmJuw3fTr+fdFFsYE0r64O+XV1WLnzzgCAzQMGoCE/Hztt/YcOQvwm2qsXvv7DHzBo2jTsdu656DVvHuqHD0e4vh5e3AM+5HkpqiXpEjQ3I/8vf8GmRx/F+o8/xqa//Q1l112HcGVlqmtGSIySK67A4PHj0e/aaxHeuDG2vviOO7DT8cej/Je/xMqpUzkBisMq8nP55ZfjmWeewT/+8Q8UFhbGvtHp06cPCgoKUFtbiylTpuD0009HaWkpli5diuuuuw79+vXDqaeeGtv2pz/9Ka688kr07dsXxcXFuOqqq7DnnnvG3N+05OXlIcfxX5j9kh9J2Iacg8JWzmJiK3vzyzlGOq5fDiy2iTpd8UuqormWkgPSyJEjY8um7CjetCSekj//GXWnnoqBhxyC7OxsDB48GHXDhqGpb18cWlGBNYcdhqJvv0W/TZuwa34+wnvsoTpfs91NNxnJfUbjsGRLMqSmtvKfIMYEF0mlJHUbMWJEbFmSZ0j9rLOubk3f+x5WjBkDAAg1NqLfUUeh+aCDEAqF0Ku+HtGtx8hfuxahoUM7fd9JY45G9qbpp34lOjaxPdcgXK5s7/tESP1OklVqpG6aRJENDQ0IzZuHrLVrkXXkkcgCgEMOQXTAAPResgQN3/seCgoKEA6HO6VKkSR8GqRro3EzTLYTra3ULVUJpl3eBTSSMU1/lZYTuQRG58wBhgxBXlYWcn/7W/S+6SY0zJzZusFf/oK6225D9ty5GPz736PlmWfaRC01kjZpG03yU00fTKXzpFXk5/7770dVVRVGjx6N0tLS2H/PPfccACArKwvz58/HySefjF122QXnn38+dtllF/zrX/9CYWFhrJy77roLp5xyCn74wx/isMMOQ48ePfDiiy8iKyvL37MjhDhT8NlnKFiwAOvPOGO73z6/+WYMef11HPHLX2LoK69gw267weN9TAIke8OG2HK/++9H3UEHoWnoUFSPG4fiZ58FAOTPn4/sDRuwZb/9UlVNkuF4gwcjtGoVwlsj2eHFi5GzfDmaFIoXQpLCNhODnBxg8mTg3Xe326R59GiEamuR++23ya1bmmMV+fE6kBEUFBTgtdde67Cc/Px8TJs2DdOmTbM5PCEkBfT4+GPkLlmCUSedBADIXbcO+157Lb6+4gpsPOggfGQ4MR556aWo7uA7QEJcGHT//Sj84guEmpuxZZ99sPr3vwcArL3iCgy69lqMGD8eXk4OVt1+O53eSOcZMABN06ah1wUXwAuHAc/DhptvRnTgQBTdfz8GP/EEsjdvxo5TpqA8NxefTp/e5pszQgKlrg5oagK2RdaffRbYd1+guRmhpUvh7bQTACBr3jyE1q9HM93e2pDRT4aioiLk5uY6uXOYBCE18VMCoClXchjRuDW5OK1oQsiSa5df1yyZTmDJCNfaShU1Cf6kxJKJ+mnL1Vdjw9VXx67fTmPHYtHUqWjZaSf037ABNVsH3wGzZyPUqxeyxo5FaZy+WJJ92bajbd/KVIIaNzoqX+pbkqNWIieijo4l0VGfWHfrrag2tokJOQYPxronn2xbluJ4mnaUzkdKDhy0G1I6JCqVcJXGuSTLdZG6tUfLmWeibus/+gBA3dZrWXnZZVhy1lmx9bbPIdvnt1TnIPqBi5taou38Ggf8ema4vINo3qE0rm4aJ1bRCXL1auD004FoFPA8YPhw4IknkJ+TA1xyCVBVhdxwGOjRA83PPou8gQPbnIN5/qY02ay37TXQuO+my/M5oyc/hJDU0n/mTOzyyisAgC1Dh+LrW27hh5WEEEJIkAwfDnz6afu/vf8+AKDRnGg4pvDoamTk5Geb/K6pqanN/+OXTZqbmzssV7NNNBrVVNGKzpQp7WOeg7lstks4/N2nXpFIpN31JrbbNDY2trts1kGqpwZpX9t2lLZvaWnp9L6u+5jbaK6x2abmNTD/dWXLli2x5dra2thytiEJ0lyDbft+NmtW67+U1dZi4dlnoyE+f1dd3Xb7mucifZhr1tNcb56XdK9L/UDTnsnGth9otgm6b5n3sfQvpub1M8s3TWnM9dJYLSH1g87sL/0LsO0H4Zp+qhmjpGtjOzba4teYaUuiMVY6f2msM69HnTH2SGOd+W2x2a9NpD5eU1PTbvnSOGZiliN9QiD1Lc1zVPPcciHRtTePrenjElJ/d7knpHvLrLPUdtJ1ks5XGt+k8VN6Npv9TLr2Ut81MY9llhl/PPO+MetkO9Zpxj1NX+ks28rr6BMdAAh5mq3SjJUrV6K8vDzV1SCEEEIIIYSkCStWrOgwB2lGTn5aWlqwevVqeJ6HIUOGYMWKFehtJHUixJXq6mqUl5ezb5FAYP8iQcG+RYKCfYsEiWv/8jwPNTU1KCsrE1VK28hI2Vs4HMbgwYNRXV0NAOjduzdvRBII7FskSNi/SFCwb5GgYN8iQeLSv/r06aPazirPDyGEEEIIIYRkKpz8EEIIIYQQQroFGT35ycvLw0033YS8vLxUV4V0Mdi3SJCwf5GgYN8iQcG+RYIkmf0rIw0PCCGEEEIIIcSWjI78EEIIIYQQQogWTn4IIYQQQggh3QJOfgghhBBCCCHdAk5+CCGEEEIIId0CTn4IIYQQQggh3YKMnfzcd999GDZsGPLz87H//vvj3XffTXWVSIYxZcoUhEKhNv8NHDgw9rvneZgyZQrKyspQUFCA0aNH48svv0xhjUk688477+DEE09EWVkZQqEQ/v73v7f5XdOfIpEIJk2ahH79+qFnz5446aSTsHLlyiSeBUlHOupbF1xwwXZj2SGHHNJmG/Yt0h633XYbDjzwQBQWFqKkpASnnHIKvv322zbbcOwinUHTt1I1dmXk5Oe5557D5MmTcf311+PTTz/FEUccgfHjx2P58uWprhrJMEaOHImKiorYf/Pnz4/9dscdd2Dq1Km455578PHHH2PgwIEYO3YsampqUlhjkq7U1dVh7733xj333NPu75r+NHnyZMyaNQszZszAe++9h9raWkyYMAHRaDRZp0HSkI76FgAcf/zxbcayV155pc3v7FukPd5++21cfvnl+PDDD/HGG2+gubkZ48aNQ11dXWwbjl2kM2j6FpCiscvLQA466CDv0ksvbbNut912837zm9+kqEYkE7npppu8vffeu93fWlpavIEDB3q33357bF1DQ4PXp08f74EHHkhSDUmmAsCbNWtW7G9Nf6qsrPRycnK8GTNmxLZZtWqVFw6HvVdffTVpdSfpTXzf8jzPO//8872TTz5Z3Id9i2hZt26dB8B7++23Pc/j2EX8I75veV7qxq6Mi/w0NjZi3rx5GDduXJv148aNwwcffJCiWpFMZeHChSgrK8OwYcNw1llnYfHixQCAJUuWYM2aNW36WV5eHo466ij2M2KNpj/NmzcPTU1NbbYpKyvDqFGj2OdIh8ydOxclJSXYZZddcPHFF2PdunWx39i3iJaqqioAQHFxMQCOXcQ/4vvWNlIxdmXc5GfDhg2IRqMYMGBAm/UDBgzAmjVrUlQrkokcfPDBeOKJJ/Daa6/h4Ycfxpo1a3DooYdi48aNsb7Efkb8QNOf1qxZg9zcXOywww7iNoS0x/jx4/H0009jzpw5+POf/4yPP/4YY8aMQSQSAcC+RXR4nocrrrgChx9+OEaNGgWAYxfxh/b6FpC6sSu703ummFAo1OZvz/O2W0dIIsaPHx9b3nPPPfG9730PI0aMwOOPPx774I79jPhJZ/oT+xzpiDPPPDO2PGrUKBxwwAEYOnQoXn75ZZx22mnifuxbxGTixIn44osv8N577233G8cu4oLUt1I1dmVc5Kdfv37Iysrabsa3bt267f5lghAbevbsiT333BMLFy6Mub6xnxE/0PSngQMHorGxEZs3bxa3IURDaWkphg4dioULFwJg3yIdM2nSJMyePRtvvfUWBg8eHFvPsYu4IvWt9kjW2JVxk5/c3Fzsv//+eOONN9qsf+ONN3DooYemqFakKxCJRPD111+jtLQUw4YNw8CBA9v0s8bGRrz99tvsZ8QaTX/af//9kZOT02abiooKLFiwgH2OWLFx40asWLECpaWlANi3iIzneZg4cSJmzpyJOXPmYNiwYW1+59hFOktHfas9kjZ2ddoqIYXMmDHDy8nJ8aZPn+599dVX3uTJk72ePXt6S5cuTXXVSAZx5ZVXenPnzvUWL17sffjhh96ECRO8wsLCWD+6/fbbvT59+ngzZ8705s+f7/3oRz/ySktLverq6hTXnKQjNTU13qeffup9+umnHgBv6tSp3qeffuotW7bM8zxdf7r00ku9wYMHe2+++ab373//2xszZoy39957e83Nzak6LZIGJOpbNTU13pVXXul98MEH3pIlS7y33nrL+973vucNGjSIfYt0yGWXXeb16dPHmzt3rldRURH7b8uWLbFtOHaRztBR30rl2JWRkx/P87x7773XGzp0qJebm+vtt99+bazzCNFw5plneqWlpV5OTo5XVlbmnXbaad6XX34Z+72lpcW76aabvIEDB3p5eXnekUce6c2fPz+FNSbpzFtvveUB2O6/888/3/M8XX+qr6/3Jk6c6BUXF3sFBQXehAkTvOXLl6fgbEg6kahvbdmyxRs3bpzXv39/LycnxxsyZIh3/vnnb9dv2LdIe7TXrwB4jz76aGwbjl2kM3TUt1I5doW2VpAQQgghhBBCujQZ980PIYQQQgghhHQGTn4IIYQQQggh3QJOfgghhBBCCCHdAk5+CCGEEEIIId0CTn4IIYQQQggh3QJOfgghhBBCCCHdAk5+CCGEEEIIId0CTn4IIYQQQggh3QJOfgghhBBCCCHdAk5+CCGEEEIIId0CTn4IIYQQQggh3YL/D6ShZGrWVbi+AAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, @@ -176,32 +168,31 @@ "from skimage.filters import threshold_otsu\n", "from skimage.measure import label, regionprops\n", "import matplotlib.pyplot as plt\n", - "import stackview\n", "\n", "# Load the image\n", - "image = imread('blobs.tif')\n", + "image = imread(\"blobs.tif\")\n", "\n", - "# Apply Otsu's thresholding\n", + "# Threshold using Otsu's method\n", "threshold = threshold_otsu(image)\n", - "binary_image = image > threshold\n", + "binary = image > threshold\n", "\n", "# Perform connected component labeling\n", - "labels = label(binary_image)\n", + "labels = label(binary)\n", "\n", "# Measure area of the segmented labels\n", "props = regionprops(labels)\n", "areas = [prop.area for prop in props]\n", "\n", - "# Create an image with labels and area values on top\n", - "fig, ax = plt.subplots(figsize=(8, 8))\n", + "# Display the image with area labels\n", + "fig, ax = plt.subplots(figsize=(10, 10))\n", "ax.imshow(image, cmap='gray')\n", "\n", "for prop in props:\n", " y, x = prop.centroid\n", " area = prop.area\n", - " ax.text(x, y, f\"{area}\", color='red')\n", + " ax.text(x, y, f\"{area}\", color='red', ha='center', va='center', fontsize=8)\n", "\n", - "stackview.curtain(image, labels)" + "plt.show()" ] }, {