From 1d93c656a809fe278fcab0171ede63b86526684a Mon Sep 17 00:00:00 2001 From: Niko Sirmpilatze Date: Tue, 1 Oct 2024 19:24:05 +0100 Subject: [PATCH] Updated EPM analysis notebook and solutions (#16) * updated notebook requirements * WIP updating epm-analysis notebook * renamed requirements file * updated EPM analysis notebook and solutions * delete old solutions * Remove extra semicolon from notebooks * Add missing solution * Remove `tail_base` from `needed_keypoints` * recompute solution celss output --------- Co-authored-by: lochhh --- notebooks/EPM_analysis.ipynb | 2229 ++++++++-- notebooks/EPM_analysis_with_solutions.ipynb | 4340 ++++++++++++++----- notebooks/EPM_rois.yaml | 54 + 3 files changed, 5124 insertions(+), 1499 deletions(-) create mode 100644 notebooks/EPM_rois.yaml diff --git a/notebooks/EPM_analysis.ipynb b/notebooks/EPM_analysis.ipynb index 044a49e..2f5f6e2 100644 --- a/notebooks/EPM_analysis.ipynb +++ b/notebooks/EPM_analysis.ipynb @@ -12,8 +12,12 @@ "\n", "Subsequently, the following operations are performed on predicted poses:\n", "- plot trajectories and confidence scores\n", - "- filter tracks to exclude low-confidence points and interpolate over missing points\n", - "- compute of time-spent in different parts of the maze" + "- clean the imported pose tracks:\n", + " - filter out low-confidence predictions\n", + " - interpolate over missing points\n", + " - smooth the tracks with a median filter\n", + "- compute time spent in different parts of the maze\n", + "- compute velocity, acceleration, and speed" ] }, { @@ -31,9 +35,9 @@ "\n", "Create a new conda environment and install required packages:\n", "```bash\n", - "conda create -n epm-analysis -c conda-forge python=3.10 pytables\n", + "conda create -n epm-analysis -c conda-forge python=3.11 pip pytables\n", "conda activate epm-analysis\n", - "pip install -r notebook_requirements.txt\n", + "pip install -r EPM_analysis_requirements.txt\n", "```\n", "\n", "Once all requirements are installed, you can open this notebook and select the `epm-analysis` kernel." @@ -48,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -56,10 +60,9 @@ "\n", "import numpy as np\n", "import xarray as xr\n", - "from matplotlib import pyplot as plt\n", - "from shapely.geometry import Polygon, Point\n", + "import yaml\n", "\n", - "from movement.io import load_poses" + "from matplotlib import pyplot as plt" ] }, { @@ -80,10 +83,8 @@ "│ └── predictions\n", "│\n", "└── rawdata\n", - " ├── sub-01_id-M708149\n", - " │ └── ses-01_date-20200317\n", - " └── sub-02_id-M708154\n", - " └── ses-01_date-20200317\n", + " ├── sub-01_ses-01_task-EPM_time-165049_video.mp4\n", + " └── sub-02_ses-01_task-EPM_time-185651_video.mp4\n", "```\n", "\n", "- The SLEAP predictions were generated by Niko Sirmpilatze, based on only a few training examples.\n", @@ -97,15 +98,16 @@ "outputs": [], "source": [ "DATA_DIR = Path.home() / \"Data\" / \"behav-analysis-course\" / \"mouse-EPM\"\n", - "behav_deriv_dir = DATA_DIR / \"derivatives\" / \"behav\"\n", + "\n", + "derivatives_dir = DATA_DIR / \"derivatives\"\n", "\n", "# SLEAP predictions\n", - "sleap_predictions_dir = behav_deriv_dir / \"software-SLEAP_project\" / \"predictions\"\n", + "sleap_predictions_dir = derivatives_dir / \"software-SLEAP_project\" / \"predictions\"\n", "video1_sleap_preds_file = sleap_predictions_dir / \"video-1.predictions.analysis.h5\"\n", "video2_sleap_preds_file = sleap_predictions_dir / \"video-2.predictions.analysis.h5\"\n", "\n", "# DeepLabCut predictions\n", - "dlc_predictions_dir = behav_deriv_dir / \"software-DLC_predictions\"\n", + "dlc_predictions_dir = derivatives_dir / \"software-DLC_predictions\"\n", "video1_dlc_preds_file = dlc_predictions_dir / \"sub-01_ses-01_task-EPM_time-165049_video_DLC_resnet50_MouseTopDownSep13shuffle1_340000_filtered.h5\"\n", "video2_dlc_preds_file = dlc_predictions_dir / \"sub-02_ses-01_task-EPM_time-185651_video_DLC_resnet50_MouseTopDownSep13shuffle1_340000_filtered.h5\"\n", "\n", @@ -127,7 +129,7 @@ "metadata": {}, "outputs": [], "source": [ - "for folder in [behav_deriv_dir, sleap_predictions_dir, dlc_predictions_dir]:\n", + "for folder in [derivatives_dir, sleap_predictions_dir, dlc_predictions_dir]:\n", " assert folder.is_dir()\n", "\n", "for file in [\n", @@ -146,13 +148,30 @@ "metadata": {}, "source": [ "## B. Load and explore predictions\n", - "### B1. Load predicted poses with `movement`\n", - "The pose tracks and the associated point-wise confidence scores are imported using [`movement`]((https://movement.neuroinformatics.dev/)) and represented as [xarray.Dataset](https://movement.neuroinformatics.dev/getting_started.html#dataset-structure) objects." + "\n", + "We'll need to import the `load_poses` module from `movement`.\n" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "from movement.io import load_poses # noqa: E402" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### B1. Load pose tracks with `movement`\n", + "The predicted pose tracks and the associated point-wise confidence scores are imported using [`movement`]((https://movement.neuroinformatics.dev/)) and represented as [xarray.Dataset](https://movement.neuroinformatics.dev/getting_started.html#dataset-structure) objects." + ] + }, + { + "cell_type": "code", + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -189,6 +208,7 @@ "}\n", "\n", "html[theme=dark],\n", + "html[data-theme=dark],\n", "body[data-theme=dark],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", @@ -239,7 +259,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -247,7 +267,8 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -259,6 +280,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -521,23 +546,24 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
<xarray.Dataset>\n",
+       "
<xarray.Dataset> Size: 1MB\n",
        "Dimensions:      (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
        "Coordinates:\n",
-       "  * time         (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n",
-       "  * individuals  (individuals) <U12 'individual_0'\n",
-       "  * keypoints    (keypoints) <U9 'snout' 'left_ear' ... 'tail_base' 'tail_end'\n",
-       "  * space        (space) <U1 'x' 'y'\n",
+       "  * time         (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1 616.1\n",
+       "  * individuals  (individuals) <U12 48B 'individual_0'\n",
+       "  * keypoints    (keypoints) <U9 216B 'snout' 'left_ear' ... 'tail_end'\n",
+       "  * space        (space) <U1 8B 'x' 'y'\n",
        "Data variables:\n",
-       "    pose_tracks  (time, individuals, keypoints, space) float32 nan nan ... 476.2\n",
-       "    confidence   (time, individuals, keypoints) float32 nan nan ... 0.7607\n",
+       "    position     (time, individuals, keypoints, space) float32 887kB nan ... ...\n",
+       "    confidence   (time, individuals, keypoints) float32 444kB nan nan ... 0.7607\n",
        "Attributes:\n",
        "    fps:              30.0\n",
        "    time_unit:        seconds\n",
        "    source_software:  SLEAP\n",
-       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...
  • individuals
    PandasIndex
    PandasIndex(Index(['individual_0'], dtype='object', name='individuals'))
  • keypoints
    PandasIndex
    PandasIndex(Index(['snout', 'left_ear', 'right_ear', 'centre', 'tail_base', 'tail_end'], dtype='object', name='keypoints'))
  • space
    PandasIndex
    PandasIndex(Index(['x', 'y'], dtype='object', name='space'))
  • fps :
    30.0
    time_unit :
    seconds
    source_software :
    SLEAP
    source_file :
    /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EPM/derivatives/software-SLEAP_project/predictions/video-1.predictions.analysis.h5
    ds_type :
    poses
  • " ], "text/plain": [ - "\n", + " Size: 1MB\n", "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", "Coordinates:\n", - " * time (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n", - " * individuals (individuals) \n", "\n", + "Exercise 1: Loading pose tracks into movement\n", "- Load the DeepLabCut predictions for video1 (`sub-01`) into a `ds_dlc_video1` variable.\n", "- Do you notice any differences between the SLEAP and DeepLabCut predictions?\n", "\n", - "**Hint:** consult the [Loading data](https://movement.neuroinformatics.dev/getting_started.html#loading-data) section of the `movement` documentation." + "**Hint:** consult the [Loading pose tracks](https://movement.neuroinformatics.dev/getting_started/input_output.html#loading-pose-tracks) section of the `movement` documentation.\n", + "" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -677,12 +710,12 @@ "metadata": {}, "source": [ "### B2. Select subsets of the data\n", - "Below we get the \"pose tracks\" data variable for 3 keypoints: \"snout\", \"centre\", \"tail_base\"" + "Below we get the \"position\" data variable for 3 keypoints: `[\"snout\", \"centre\", \"tail_base\"]`" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -719,6 +752,7 @@ "}\n", "\n", "html[theme=dark],\n", + "html[data-theme=dark],\n", "body[data-theme=dark],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", @@ -769,7 +803,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -777,7 +811,8 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -789,6 +824,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -1051,14 +1090,14 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.DataArray 'pose_tracks' (time: 18485, individuals: 1, keypoints: 3,\n",
    -       "                                 space: 2)>\n",
    +       "
    <xarray.DataArray 'position' (time: 18485, individuals: 1, keypoints: 3,\n",
    +       "                              space: 2)> Size: 444kB\n",
            "nan nan nan nan nan nan nan nan ... 384.0 684.7 504.8 667.8 440.0 636.8 384.1\n",
            "Coordinates:\n",
    -       "  * time         (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n",
    -       "  * individuals  (individuals) <U12 'individual_0'\n",
    -       "  * keypoints    (keypoints) <U9 'snout' 'centre' 'tail_base'\n",
    -       "  * space        (space) <U1 'x' 'y'
  • individuals
    PandasIndex
    PandasIndex(Index(['individual_0'], dtype='object', name='individuals'))
  • keypoints
    PandasIndex
    PandasIndex(Index(['snout', 'centre', 'tail_base'], dtype='object', name='keypoints'))
  • space
    PandasIndex
    PandasIndex(Index(['x', 'y'], dtype='object', name='space'))
  • " ], "text/plain": [ - "\n", + " Size: 444kB\n", "nan nan nan nan nan nan nan nan ... 384.0 684.7 504.8 667.8 440.0 636.8 384.1\n", "Coordinates:\n", - " * time (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n", - " * individuals (individuals) \n", + "\n", + "Exercise 2: Selecting subsets of data\n", "\n", "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", "- Get the `confidence` data values for the `snout` keypoint, between time 2 and 4 minutes (inclusive), and store them in a variable called `snout_confidence`.\n", "\n", - "**Hint:** Consult the [Indexing and selection](https://movement.neuroinformatics.dev/getting_started.html#indexing-and-selection) section of the `movement` documentation." + "**Hint:** Consult the [Working with movement datasets](https://movement.neuroinformatics.dev/getting_started/movement_dataset.html#working-with-movement-datasets) section of the `movement` documentation.\n", + "\n", + "" ] }, { @@ -1170,24 +1213,24 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 7, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -1195,36 +1238,38 @@ } ], "source": [ - "pose_tracks_sleap_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2, size=2)" + "position_sleap_3kps.plot.line(\n", + " x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2.5, size=2\n", + ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Now, we can plot the confidence scores for the `snout` keypoint over time." + "Now, we can plot the confidence scores for the same keypoints over time." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 8, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -1233,26 +1278,28 @@ ], "source": [ "confidence_3kps = ds_sleap_video1.confidence.sel(keypoints=[\"snout\", \"centre\", \"tail_base\"])\n", - "confidence_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2, size=2)" + "confidence_3kps.plot.line(\n", + " x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2.5, size=2,\n", + ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Exercise 3:**\n", - "\n", - "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", + "
    \n", "\n", - "- Get the `pose_tracks` data values for the 3 keypoints `[\"snout\", \"centre\", \"tailbase\"]` as `pose_tracks_dlc_3kps`.\n", + "Exercise 3: Plotting with xarray\n", "\n", + "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", + "- Get the `position` data values for the 3 keypoints `[\"snout\", \"centre\", \"tailbase\"]` as `position_dlc_3kps`.\n", "- Get the `confidence` data values for the 3 keypoints `[\"snout\", \"centre\", \"tailbase\"]` as `confidence_dlc_3kps`.\n", - "\n", - "- Plot the pose tracks and confidence scores for the 3 keypoints over time.\n", - "\n", + "- Plot the x,y positions and confidence scores for the 3 keypoints over time.\n", "- What do you notice? How do they compare to the SLEAP pose tracks and confidence scores that we plotted above?\n", "\n", - "**Hint:** Consult the [Plotting](https://docs.xarray.dev/en/stable/user-guide/plotting.html) section of the `xarray` documentation." + "**Hint:** Consult the [Plotting](https://docs.xarray.dev/en/stable/user-guide/plotting.html) section of the `xarray` documentation.\n", + "\n", + "
    " ] }, { @@ -1261,7 +1308,7 @@ "metadata": {}, "outputs": [], "source": [ - "# Write your code here to get and plot the pose tracks for the 3 keypoints from the DLC dataset\n" + "# Write your code here to get and plot the x,y position for the 3 keypoints from the DLC dataset\n" ] }, { @@ -1287,7 +1334,7 @@ "outputs": [], "source": [ "necessary_keypoints = [\"snout\", \"centre\", \"tailbase\"]\n", - "necessary_data_arrays = {\"pose_tracks_dlc_3kps\": pose_tracks_dlc_3kps, \"confidence_dlc_3kps\": confidence_dlc_3kps}\n", + "necessary_data_arrays = {\"position_dlc_3kps\": position_dlc_3kps, \"confidence_dlc_3kps\": confidence_dlc_3kps}\n", "for var_name, data_array in necessary_data_arrays.items():\n", " assert isinstance(data_array, xr.DataArray), f\"{var_name} should exist and be an xarray DataArray\"\n", " assert all(\n", @@ -1307,22 +1354,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", 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    " ] @@ -1345,12 +1382,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def plot_trajectory(\n", - " ds: xr.Dataset,\n", + " data: xr.DataArray,\n", " individual: str,\n", " keypoint: str,\n", " time_range: tuple = None,\n", @@ -1362,8 +1399,8 @@ " \n", " Parameters\n", " ----------\n", - " ds : xr.Dataset\n", - " Dataset containing pose tracks.\n", + " data : xr.DataArray\n", + " Array containing the position data.\n", " individual : str\n", " Name of the individual to plot.\n", " keypoint : str\n", @@ -1375,36 +1412,42 @@ " Image to use as background. If None, the frame will not be shown.\n", " \"\"\"\n", " \n", - " fig, ax = plt.subplots(figsize=(7, 7))\n", + " # Aspects ratio of the frame (1 if no frame is provided)\n", + " frame_aspect = 1 if frame is None else frame.shape[1] / frame.shape[0]\n", + "\n", + " # Create a new figure with an appropriate aspect ratio\n", + " fig, ax = plt.subplots(figsize=(5 * frame_aspect, 5))\n", "\n", " # Show the frame, if provided\n", " if frame is not None:\n", " ax.imshow(frame)\n", "\n", " # Select the appropriate data\n", - " data = ds.pose_tracks.sel(individuals=individual, keypoints=keypoint)\n", + " data = data.sel(individuals=individual, keypoints=keypoint)\n", " if time_range is not None:\n", " data = data.sel(time=slice(*time_range))\n", " \n", " plt.scatter(\n", - " data.sel(space=\"x\"), data.sel(space=\"y\"), s=1, c=data.time, cmap=\"plasma\"\n", + " data.sel(space=\"x\"), data.sel(space=\"y\"), s=1, c=data.time, cmap=\"viridis\"\n", " )\n", " plt.title(f\"Trajectory of {individual} {keypoint}\")\n", " plt.xlabel(\"x\")\n", " plt.ylabel(\"y\")\n", - " plt.colorbar(label=\"time (s)\", orientation=\"horizontal\")" + " plt.colorbar(label=\"time (s)\")\n", + "\n", + " fig.tight_layout()" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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eH/uqVav0mGOOGVrvfe97nwJDY6Zzcv7559fL1q1bp8cee+zQXL773e8qoP/0T/9ULxu93uk8vPWtb62XVVWlxx9//Lx9jB7b9sZUnX//9ft9fdCDHqSPf/zjh5YffPDBevrpp88bc3tceOGFCujXv/71eZ894xnP0DVr1uxw+w9+8IMK6Dve8Y55n6X7dmd/B9L8R+ezYcMG7Xa7+prXvGbevL/yla/M228a4wtf+MLQ8je/+c06MTGh//M//zO0/E/+5E/UWqvXXnvtDo81s7TYtGmTAvpvPzpcL7n6/rv99W8/OlwB3bRp0z19qPco2Q2aWZJ0u11e9KIXzVvejnfZsmULt9xyC8cffzzT09P87Gc/2+54F154IcuXL+c3f/M3ueWWW+rXsccey+TkJF/5ylcAuPjii9myZQt/8id/Mi9+SuSOv+F97nOfY82aNTznOc+pl5VlWWf1fe1rXxta/9RTT2X//fcfWnbiiSeydu1aPvrRj9bLfvzjH/OjH/3oDmP7Pve5z2Gt5ZWvfOXQ8te85jWo6m4PVH/Ri140FM92/PHHA/C///u/APzXf/0XGzZs4Pd///eH1kvuyTviWc96FpdddtmQK+8Tn/gE3W6X3/7t397udp/73OcoioKXvexl9TJrLa94xSt2/uAWoH3/3X777WzatInjjz+e//7v/96lcWdmZoBw34/S6/Xqz7fH//t//4/99ttvweNL9+3O/g4kjjrqqPp6Auy///484AEPqK/tznDooYdy8sknDy278MILOf7441m5cuXQPE488UScc3z961/f6fEzS4ecDbq4ZDdoZklyn/vcZ8Gg9p/85Cf82Z/9GV/+8pfZvHnz0GebNm3a7ng///nP2bRpE6tWrVrw8w0bNgDUouBBD3rQXZr3L3/5S4444giMGf4Dk1xDo/FXhx566LwxjDGcdtppvOc976kTKz760Y/S6/XqGKEd7X/t2rUsW7Zsp/a/qxx00EFD75NbMsVApf0dccQRQ+uVZclhhx12h+M/4xnP4KyzzuITn/gEr3/961FVLrzwQp74xCcOxXaN8stf/pIDDjigdk8nHvCAB9zxQe2Az372s7zlLW/hBz/4AXNzc/XynRHyOyKJwPaYiZ0Jyr/qqqt4wAMeQFFs/0/6zv4OJEavLYTru1CM5/ZY6P7++c9/zo9+9KN5X1K2N49MJpPFWmaJstDDaePGjZxwwglMTU3xpje9icMPP5xer8d///d/88d//Mc7DE723rNq1aoha1Wb7T04FpvtPYRf8IIX8La3vY3PfOYzPOc5z+FjH/sYT37yk3fKGnV30o6pa6O6ezK41q5dy/HHH88nP/lJXv/61/Ptb3+ba6+9lr/5m7/ZLeNDEFoLzXc0aeUb3/gGT33qU3nsYx/Lu9/9bg444ADKsuT888+vk0/uKgcccAAAN95447zPbrzxRtauXbtL48Od/x3YHdd2ofvbe89v/uZv8rrXvW7Bbe5///vv9PiZpUPIBt398WWLMeaeSBZrmT2Gr371q9x666186lOf4rGPfWy9/Oqrr77DbQ8//HC+9KUv8ehHP3qHVooUiP3jH/+Y+93vfttdb3uWlIMPPpgf/ehHeO+HrGvJRXvwwQff4VwhWPZ+7dd+jY9+9KPc97735dprr+Vd73rXHW538MEH86UvfYktW7YMWdfu7P53F2l/P//5z3n84x9fLx8MBlx99dU89KEPvcMxnvWsZ/EHf/AHXHnllXziE59gfHycpzzlKXe430suuYStW7cOWdeuvPLKeeuuXLlyQdfeqBXy//2//0ev1+Oiiy4acleef/75d3gMd8SDHvQgiqLgv/7rv3jmM59ZL+/3+/zgBz8YWrYQhx9+ON/5zncYDAbbLWOys78Dd4a7YlE8/PDD2bp1KyeeeOJumUMmc28gO4Mzewzpm377m32/3+fd7373HW77zGc+E+ccb37zm+d9VlVVXdLhpJNOYtmyZZxzzjnMzs4Ordfe78TExIJu1yc96UmsX7+eT3ziE0Pjv+td72JycpITTjjhDueaeP7zn88Xv/hFzj33XPbdd1+e+MQn3uE2T3rSk3DO8Q//8A9Dy9/5znciIjs1xu7kuOOOY//99+e9730v/X6/Xn7BBRcsWEZjIU499VSstfzzP/8zF154IU9+8pOZmJjY4TZPetKTqKqK97znPfUy59yCgvfwww/nZz/7GTfffHO97Ic//CHf/OY3h9az1iIiQxa3a665hs985jM7dRw7Yvny5Zx44ol85CMfYcuWLfXyD3/4w2zduvUO3d+nnnoqt9xyy7zrDs19u7O/A3eGdB3uzLbPfOYzufTSS7nooovmfbZx40aqqrrT88jc83gMbhFei1G7bU8kW9YyewyPetSjWLlyJaeffjqvfOUrERE+/OEP75Rb5oQTTuCMM87gnHPO4Qc/+AEnnXQSZVny85//nAsvvJC/+7u/4+lPfzpTU1O8853v5P/7//4/Hvawh/Hc5z6XlStX8sMf/pDp6em6Xtqxxx7LJz7xCc466ywe9rCHMTk5yVOe8hRe+tKX8o//+I+88IUv5LLLLuOQQw7hX/7lX/jmN7/JueeeOy+WbEc897nP5XWvex2f/vSnednLXrZThV+f8pSn8Bu/8Rv86Z/+Kddccw0PfehD+eIXv8i//uu/8qpXvaq2HN5dlGXJW97yFs444wwe//jH86xnPYurr76a888/f6di1gBWrVrFb/zGb/COd7yDLVu28KxnPesOt3nKU57Cox/9aP7kT/6Ea665hqOOOopPfepTCwrs3/u93+Md73gHJ598Mi9+8YvZsGED733vezn66KOH4iJPOeUU3vGOd/Bbv/VbPPe5z2XDhg2cd9553O9+9+NHP/rRzp+U7fCXf/mXPOpRj+KEE07gpS99Kddffz1/+7d/y0knncRv/dZv7XDbF7zgBfzTP/0TZ511Ft/97nc5/vjj2bZtG1/60pf4gz/4A377t397p38H7gzHHHMM1lr+5m/+hk2bNtHtdnn84x+/3bg4gNe+9rX827/9G09+8pPrUiDbtm3j8ssv51/+5V+45ppr2G+//e7UPDL3PIuVDOB2U0jFHs89loeayej2S3dsr6TEN7/5TX3kIx+pY2NjunbtWn3d615Xl7polw9YqOyCaigZceyxx+rY2JguW7ZMH/zgB+vrXvc6veGGG4bW+7d/+zd91KMepWNjYzo1NaUPf/jD9Z//+Z/rz7du3arPfe5zdcWKFQoM7eumm27SF73oRbrffvtpp9PRBz/4wUOlIlSbMhVve9vbdnh+nvSkJymg3/rWt3a4XpstW7boq1/9al27dq2WZalHHHGEvu1tbxsqPaK6e0p3XHjhhUPrLVR+Q1X13e9+tx566KHa7Xb1uOOO069//evzxtzetqqq73//+xXQZcuWzSuporrw9b711lv1+c9/vk5NTeny5cv1+c9/vn7/+99fcB8f+chH9LDDDtNOp6PHHHOMXnTRRQuO+YEPfECPOOII7Xa7+sAHPlDPP/98/fM///N59/CdLd2R+MY3vqGPetSjtNfr6f77769nnnlmXe7ljpientY//dM/1UMPPVTLstQ1a9bo05/+dL3qqquG1tuZ34GDDz5YTznllHn7WKjMyfvf/3497LDD1Fo79Hu4vTFUwz169tln6/3udz/tdDq633776aMe9Sh9+9vfrv1+f6eON7M0SKU7Pv6Do/Tfrnrwbn99/AdH5dIdqiqqWbZm9j6e//znc+mlly5YTX9P4nd/93e5/PLL9/jjyGQyeyebN29m+fLlfOwHD2J82cJJKbvC9BbHc4/5MZs2bdphBvjeTnYGZ/ZKbrzxxj3elXLjjTfyH//xHzz/+c+/p6eSyWQymXuQHLOW2av40Y9+xGc+8xm+/vWvz2tRtKdw9dVX881vfpP/+3//L2VZcsYZZ9zTU8rsAuvXr9/h52NjY0uuJEsmc2dxKjhdhHZTizDmnkgWa5m9ik996lO8613v4tnPfjZnn332PT2du8TXvvY1XvSiF3HQQQfxoQ99iDVr1tzTU8rsAqmG2vY4/fTT6+b1mUwmsxD3qpi18847j7e97W2sX7+ehz70obzrXe/i4Q9/+D09rUwmsxfzpS99aYefr127lqOOOupumk0ms3tJMWsXfP+hixaz9sJf++G9PmbtXmNZS2UW3vve9/KIRzyCc889l5NPPpkrr7xyh2nmmUwmsyvk4q+ZTGZXudckGLzjHe/gJS95CS960Ys46qijeO9738v4+Dgf/OAH7+mpZTKZTCazR+PVLNorcy+xrPX7fS677LKhGCZjDCeeeCKXXnrpvPXn5uaGGip777ntttvYd999d7lhcyaTyWQyi42qsmXLFtauXTvU+m6xSB0Hdv+495pIrR1yrxBrt9xyC845Vq9ePbR89erVdc/ENueccw5/8Rd/cXdNL5PJZDKZReG6667jvve97z09jcwucq8Qa3eWs88+m7POOqt+v2nTJg466KB7cEaZeyvjVjjivgX32dezat8xpmdmmZlWjCg33+7ZOgPOh3UV8ArqoVPAyuUFnU6FkfCh0Wa9oWx4AUn/tpdrXIigCk0qUhxQPBK2xBjFmviJgnpB1eBRxAjGpJ0ooPV2YBAxYY5x/8Y0k3DO4X1oGC6StjV4BefAe8UYB5Q4KlylqE9T9MzNwfQ0jPWEFStKVCsmOj1QZfOWGTZvg5/fADcPdvlSZTJLkjvT4m5X8CxOmQ2/20fcM7lXiLX99tsPay033XTT0PKbbrppwbII3W6Xbrd7d00vk9kuIoI1SilKtwBnDWqD8rLWIyYEnrb/RDqCYHJOsdZgxSMKotSCqP6bqkl40RJQQzNAUVCpxZoqIBLXN4iAGEchgkgQUJgwtseAUUxUioqLwlDq/YloGENAxMRQAw8oRiQKsvAZKKKCU4cV8F7C+gLGC8Yq2hZ7FVgLZSEUhQEvlEUYvjRgpTl/2dmS2RvJoTt7B/eKyL1Op8Oxxx7LJZdcUi/z3nPJJZewbt26e3BmmcwdYxCMWERMFEpBWAU7U4vaMhUE1WzfB6tbtFqpAUzQZ7U4MlorPYnWt7ha/OMQRJPiAR//daAeHdqvATFoVIGqSR0mg5pHVVGfRk4PkDiuetR7VCu8D9Y0r+E9uLitoC3RCERrm4k/S9ynR8Q3x5UOThVVj3MVXl19/rJIy2R2HY9ZtFfmXmJZAzjrrLM4/fTTOe6443j4wx/Oueeey7Zt23jRi150T08tk9kuRrSWNdEhSYoVFoatZLUAA1DoD5TKCZ3C0DgTkjtxAUSHhcvoakkLSZBvYX9+xCIXlWG0xg0PotE6Jo1HVJrtNC5L7s4g3jyqcf7GDAuveohkoROMCZIyrdZY7MKJCe5cQdRh2tPOZDKZJcy9Rqw961nP4uabb+YNb3gD69ev55hjjuELX/jCvKSDTGYpMSQoal+mDgWXDa0SLWvOQeWgXylj3fY6OmROGgpRk+FVpF4jCLNaf9EIxUbBaRBBSQyqoZaZ3kfrm4CJ62CiiopxaNEiloLnVDW+BJXk6ozWRPXB8uZ9tOg1sWxWCkRctL41B2rEYMTggcIaCoEZKpShU5nJZO4iTg1uEcpsLMaYeyL3GrEG8PKXv5yXv/zl9/Q0MpmdpraUJeGRDFc0ViOVZrG0AvXxMDejVD2h0xI1LQ9lskE11raYSNDECbctYyNRbVqEJabfmq8CBRgP6uJ6jZgKOQseMRbUgvj4WRKgGoVWjIdLmi4emEarmte4nWj4TOsJYI3Fe8HjAFefjzSWEaWw8dxpdoNmMpmlz71KrGUyexpCsAqpupARSRJEUou1lGiZYs7UgC1CZuigD/1ZQ2esQBhEk1m0eY2khMZUgvCuZUHT2kDVxLcFHCGiLiYGqAUZgJraRerrzUzjnwUaK1oy8QXrmWpw12oMzjMSBJogqIT4tjqjNG4jcRxVh2nULajE8yP18Zkk/vD1Mea4tUxm1/Hht2pRxs1ksZbJLGlSKQtjTChsKSBiCVmYFWKakhoCIbRLoLDB++gdVBWoDoLIEwO4oNOS+Kt3FsWYb8SaqtBSXLXbMAkkiXFoklSdF9qiLrgpbRzLN7FmKZ6szjYNcXAhRi3F19l4XB5UQoJpXKJx4qHYp6D4KGhts98kCJNrNaZNhDkFV2o6x5lMZtfIbtDFJYu1TGYJY4yE8hxRrIUg+pTS2bg+k2WtbW2zJtRcGww8zhvEGIy4euw6ML8VrJ9qsLVj3ILFi6buWm3ZS9Y9E2PVktIbIARBGeLMgsqTVExNobaQSZpFiFlTHG2rYRvV5CYNGaBBJCYJJ3W2bFiutYptXKUWEKwpsNbHz3bPdcpkMpnFJIu1TGYJYwwY47FWougIL6+CNgmew/8SRIg1UBno95W5gacobDNuLa5SnL/EfFE/JGAEom81vNc6oC0JoVREJMa91a7FOoqOOoFAdChJob0XSZmomkRgmp9EkWZiwkGcfZykakpOSHmh0XIYg++CGzm4ZG3hMArWBuFqbYiiy3XWMpldZ/HaTWXLGmSxlsksaUpRrPHY2gXaCrYP5c4agSSN6DAaxJozMHDQ98K4+CiGTEgAoMIQ/ahiMWrw6mPgfSO0fBRhTRcDDXkBEuLExITYsjo7FBPckm0JlKxzbZGXUkzxhAJwwUKX4vO0XVAtlu8I+4iWxbpGW9ivpIyBtEnUcIYg1ooiWu1syDDFSC3oMplMZimTxVoms4SxAtZoLHSrtRZR1RBzNRrzD7W70ohiBSoB5y22UGyM/9IkrGpx0x6b1jIdKm8xVMutjfiRch/tlIUmISAJPm3VCQml1zyCRcQ2ddWAVOQ2hRmHMYIgbGLV0p5dnQcRWl5RW+JCZqnU8XXGEt9nm1omszvwKvjFaDe1CGPuiWSxlsksUQSwRrCxt2bjHtTabeh0OFatSRiI9cUsWA/9GcfcnDDei+LGxfiv2r8ZMjFbdqlmEu051XFyFtA4r5bgS+tpyv40zVKJljGfOh2ETgPqTUs4pX+jdc7HUiPiSa2oREC9R4ypOxo4l6xsTXZo485NaQk27C/WcBOBsjRY08TxZTKZzFIki7VMZgkTMkHjvxKSDEJyVBAgKaPRNsamIYFlJfTGHMwqczOG8V7IhMSnArPJauYYtTAlsWPq99ESJyEpod3HM1m7hEH9vinXkSZWkURUsoapFi33qSIxAUJTpqkR2n+mgkh1YXKahJ0LWbFehsZq/o2KlhLVmVBM1wTBZm2BtVmsZTK7il+kmLXcbiqQxVoms6SRVhYoWCuot6FsR7Sm1V5AGolSl84giLVKlMEAkFBvzWlwUwYjlEQ3JC2hl7IsNdYpi+IKE0VUsnIpQ+qQEvAYMc3i5DZNfUNpMjYbS2GcTawDh6auB20F2k5kiD1KCckMRiQ0uFcNjeRJmaNp/yHOzXuHc47CghFLUWhI3mhZBTOZTGapkcVaJrOEUQ1iyZqQMFAb0FoWtKYmWqsDaNIrMY7eFLBtrmLzVqFbKkZDFiR1Nmeb6I6MAXFJUDW5DBJcikCwllGLtpCNmf6suNZoTUyc1OOHuLFggBOMUse+ITaKtia2rZ2gEHYeZhRcrhJ7pjp0oKgavE/N40OMnPMVrlK6pUGsYAtBbIVKjlrLZHYVrwa/CDXRFmPMPZEs1jKZJUqIDaOurZZisYJVidrDl2qjJaNUvXFaR6AooD+A2TkoougL2aOtOLOhfQfXYV07rV7DgxgkxYZFc1y7UK7WddTSPFMma+uPbivbNP0kJiUjxBptabW6yFuUqrHOWnCjgnOK+jBfBXwlVJUyGMQkjHq7mHEqJriWpT7STCaTWdJksZbJLFEa45jGSv2hebn3KSMyItvbrvnYGCgEBnOK64bEA0huVIlGLI0JBC1xpAbE1U5QKEEdSIUm69hQPTRoWkJF+1ntRrX152ETjYIprBvqxrW/RTeNZrz3OB8zYr3G85C6NHi8hp9Ttqn3TTZocNkarC1QW8QCwwTRm5VaJrNbcAhuEQrhLMaYeyJZrGUySxgTY7YaUaSNaw/qeLChvIK2WmvFronAYBDaTxWWGMIfgvibLE6tPY9Nc/XkKjUIDuoitM0Om6SB0Rg2aPfzjBFmGAveV42FTT1OfdiTgvduqFxIVbmYwSlYKYLYtIJ6oYpJCW0roPOeqoJ+HzweEYexFUXhMZboMvUgVbatZTK7gewGXVyyWMtklihC06Q9lKSwIVrMWLyvakvScGLACG0dIsHiNOhDWYYPQwcoX7sotekCFf2E2rKM+SEpJk0dj9aOkvWsvWYSa6EoreLxPsSbeQ0uVe+rML4EMZfKlAQrmMXaIrplwUiJxu/bqhbvfO3/FanwCq4aMDujDKrYYF5tEGbGh7p1ohgcgm9cx5lMJrNEyWItk1miBPelxGB5g1FDIQYnJoiMqFHqWPu0ES2NpoL45N4Mn/cHMN5KsBRtcj/rzRSIcWASs0DbHQWCezN0HkjtnhrLVqMc65pnJi5PBWtjtmjKw1STap+ZJoPTpDFi14X2QappCuLW3RNcmJM3IAavLmSaIkO11QQf20z50PTe1Kcik8ncRRyL47LMhXUC2b6YySxhjAHvgrsPjUVybVOINgmwtgu0KVHb/D+tLBYGFVTOBBfiAKq+MOgrbqC4ivo16MPcrGd2xjM7A3OzSn9OqQah3+hgoDGQ3+Mqj3c+luFIM4uWMGMxUmCMDfXQYhVfawuMFYyVGPRvESlCw3nbWNUgJVqYKObikSmoOlRjjbiYPRpqvFEbBU2yEKbG7tRFSxqxm8lk9nje+MY3toqHh9cDH/jA+vPZ2VnOPPNM9t13XyYnJzn11FO56aabhsa49tprOeWUUxgfH2fVqlW89rWvpaqqu/tQ5pEta5nMUkbA2CDQUqy+qcXQdkh1YBnxUBL7hTrYttVTFSAOjIaWTxKtWSYYpppsVBM6JlhLFIpxaiJBYEUrmzFgrI2WrGCrS3F2oaSHRc0sxii+jsML+7HGNlU6YmqpCdFtTcmPuiWBxGK+8Q8yJghABK8utuYKiREQkxLweFUKJPQyNSHhQMSF1y5fqEzm3s1SiVk7+uij+dKXvlS/L4pG5rz61a/mP/7jP7jwwgtZvnw5L3/5y3na057GN7/5TQCcc5xyyimsWbOGb33rW9x444284AUvoCxL/uqv/mr3HNBdJIu1TGYJI6IUhcEWgjEhbmwoHqyVTDCUYACNby/1aie6OyUE3nc7htJ48LEtlW0JtdptKqErvAjWNlYzG4VYmFMsLWJC+yiI2aVxLs7F2DtJnQeiRcsEQSaicR9tF6q2DkBaQi2OkxIt4jio4vChuwEe78C7ZEwL50y0CAJQbCgwbGwsiZIdLZnM3kJRFKxZs2be8k2bNvGBD3yAj33sYzz+8Y8H4Pzzz+fII4/k29/+No985CP54he/yBVXXMGXvvQlVq9ezTHHHMOb3/xm/viP/5g3vvGNdDqdu/twarIbNJNZwlgbrGEmFvL3mtyBUrv56kSEBcxD2nqJxvVCMX8Ka+n2hG4PylIoCsEWo6KtKYybItuazgMxU1WkmVMdCOeRKJKsBTEOzKDOak09RSXmpDZ9ChpxNpTIQG1wi5/T6peq0YpWob7A+5A96n1zUkSEsuhgTRGzUQ2Gxm2bLWuZzK7h1CzaC2Dz5s1Dr7m5uQXn8fOf/5y1a9dy2GGHcdppp3HttdcCcNlllzEYDDjxxBPrdR/4wAdy0EEHcemllwJw6aWX8uAHP5jVq1fX65x88sls3ryZn/zkJ4t16naKLNYymSWMGLDWY8Wj3uOqKG98KldB7B1Kit8P/zYhWrXICfFhYV110B84MASBVmh0d1Jb6pIpTpTQC1RDvJeJLk0RG+LRjFC3TNAk6oJ5Lrkcg7u0BDEhqzWKKJWYvFDb/QpCk/iwvbZklOIIDlRD6KCQxo4CUA0mBe0JpDRPFcGYAltYTGEQa2OLqSokG5icXJDJLHUOPPBAli9fXr/OOeecees84hGP4IILLuALX/gC73nPe7j66qs5/vjj2bJlC+vXr6fT6bBixYqhbVavXs369esBWL9+/ZBQS5+nz+5Jshs0k1miiEBRCGUHOmWwajkX4sS8hmr9YppXrK5R52OmLM/UBUFTUkJsXdXve7warNFYBiPsNwm+9CZ4J4NJzmgTh5YSCKSO0re0m7sP+2OhLkIrcaLRsgbSqu0mzToa+yto6zPxrZ4H4aDrArjJoiepXK/W/wXRCFYMRVliyypY/NA66zSTydx1NOSoL8q4ANdddx1TU1P18m63O2/dJz7xifXPD3nIQ3jEIx7BwQcfzCc/+UnGxsZ2+9zuTvKfqUxmiWJE6HQMY2OWXq/A2ijQRjJBkxWt3dC9TjJo/e1s/xk1FpyHqjL1H0M0ZIgOzyElHSimFkqpsbw0tdZqq1qTqCAmuVCJAqpJCiCKOrGKWIeIR6QilN8I9djqdZKFLLaLqvNcY8yaxsK6ydqWCu0q7aSE4D62xtRJEkZsOOZWBm0mk7lrLLYbdGpqaui1kFgbZcWKFdz//vfnF7/4BWvWrKHf77Nx48ahdW666aY6xm3NmjXzskPT+4Xi4O5OsljLZJYoVqBrSzpWKAsF44MQER9cj1G3pLZLdRm0EYNWKuGhjUELI2GbmTnfiLXaKhXi/aMzMzaRD4VkgwmrAlW8j2LJE3pzJjuWEuq7SaufKY1QEzEYCa7MIL4awRcsaSYUsVVF4kEZ08SrGZPcuU1P0uBaNaimunTSKhgcEwxEUCq8H+DVoV5wLojWTCaz97F161auuuoqDjjgAI499ljKsuSSSy6pP7/yyiu59tprWbduHQDr1q3j8ssvZ8OGDfU6F198MVNTUxx11FF3+/zbZDdoJrNEMSHQLFTp98TenSHmq20mS70wTeur11DQfCoyG92KxjTCbm7O4yYMNomhtmFtOCEz1DfTaLNKHQ80JQSEIP9gBStInQxSoyqI1jaksYSJRMtYhYiisVhHmFsVuxSYmMgQ/bFqIRTgCG2y1NVtrjQVxUXxLrTkGj5VgqrH+QrnFOddLTYzmcyu4VXw7Z7Fu3HcneWP/uiPeMpTnsLBBx/MDTfcwJ//+Z9jreU5z3kOy5cv58UvfjFnnXUW++yzD1NTU7ziFa9g3bp1PPKRjwTgpJNO4qijjuL5z38+b33rW1m/fj1/9md/xplnnrlTlrzFJIu1TGaJooSyF4PKUlUF3s4Fl6RtqaqUYEBjJg/uvyD2kgsxrSsSxEkaIRW4tb1gyRNpJyakuK+UhRpj30glN2jmEVMPQgaoof4kWtJUfZyLYETqPp8hqbVdk81HMRePRptCuOqbOQU8RkKNNVWPaMgUUONpuh00Z7PeSsMxOHxogGXJZDJ7Addffz3Pec5zuPXWW9l///15zGMew7e//W32339/AN75zndijOHUU09lbm6Ok08+mXe/+9319tZaPvvZz/Kyl72MdevWMTExwemnn86b3vSme+qQarJYy2SWKhoyNufmlMobsBY1DoxBW5mfJhXAjf/66DE1MbuzbtKUVjDBAGUEnMLcnNDtKTYWmA2uxqoRZ223agg8a8WiJStZE1c2LBAlWq5MzGBVfFSLdY01fHRZxgxSiNa0IiQUxAK4ocNBGD/JQYkHrip4LVB1tYhM7t86K9QpPiUkCGisH5cTDDKZXcdhcIsQWXVnxvz4xz++w897vR7nnXce55133nbXOfjgg/nc5z630/u8u8hiLZNZsij9/oC5uQLve5ioKoaMS+3I+GRsq5MMUqV/JViqfL2aSKinpj5lhUbbk6beAnHwtju1FXMWYsQIcW5tK5s026UEAWNTLFowYYUm7mm9JBChUaDD5yAlCpjUDUF8jImLlj/1qBd8HUenIw3upTlVsUeoIkO9TjOZTGYpk8VaJrOUUc+gGgAGIwXRdhZKd7SSCuo4/lZVCzXavJEo1GLWaBJsJrafcgMLJrRlguRyjFvHgrhSl+PQGCuWYtVShihNkoIUdSZnSlrwnjjhIB5VJSQQDLlTo9CKBxTyFtoHSZMRmkp0qAmuWu+CcNPGGtf269YJCtaGGD0TBezuD7PJZO51LIWYtb2ZLNYymSVKk8WpdbmLoiii2y8JGYayPlP5jpQsoC1TlRkdO5XY0NCkvVtqrW1igwTEBdFnTbSGSUwnxYb1Ui20GI/WLp0RMleTPgsWMO9902idaGWLNdWkFqMuuErrzNIwyRTzVo+PolJRF+BN3Qqi6DSSypK4aPQL61gxFEYoxVCIpxgyVWYymczSI4u1TGYJE1x3MS4MwVqLkdhNoO0KTS7Q5PEc8iiGLE4dzRCNm1kLg4EPGaUWhixN8WevMU4sTKiOIQuGsViGt7aQNWKKaPkCH0p21H1KTTP10Cg07ipY6ZLIbLe2kmQdFI3JBEG4RbtdHC3+q4JqUS8L2aMGiyHZCW1MdjAyfMiZTObO4zH4RYhZW4wx90SyWMtkljICGgupWRFKY7HSij2LqyWLWl1tQ1LxjLRCkyWaYtoM4KOwqyroDwzG+Nr9mcRT6iLgk1u0JcysicVlU9KBiSU1JJX3iFY0CW5UjXF0jVg0LZ0XFWVyuaam8PFgm5ptKa4uJhF4X8fgoYLzIfs0nZewT8EawcbUT4mtsESUQkImrMvGtUwms0TJYi2TWaKkuLKkxApb0OkAMhjy2rUMa8GyFt2TkJILaLyS6Utq9Goa27hE5/rQ6QoWrUWdYBuLFiHgzYgJFinTWKZAYh24JISSsDPN7FoJEN41cWV1Q/gkDDGx5lp0kUoVkxNijFkSnigiLhyXmLBFdGl6fOMi1djR1FoKKTBisNZirR0q2pvJZO46TgW3CPFlizHmnkgWa5nMUkWS2KqlWBA20ewl1KFizfu2uY1mefp5dAcSMzdtAdVAcRWYMqxrjSXY55o+n0ZMtEhFN6eEvpshMixVYAv1zsREV2ZKSmjtt87YFKmtZMTCt7V+Sq5O4+I2Ix3XJa7TOkAxrfZR7XNhBLEGo6lGnMQ6dNkFmsnsDnKCweKSxVoms4QJRXABHJUDV3lMmdonMT++LCUHqOIl1GDTZCVrrRuK4wZLVhIsTkOj+E4nyjjxiLo4SLt+mtZuSSPJDaqY2GIqzSEkirohX62qD1YuE7JBkdhonVQWJLWJartLbbS+hYkHoSeo2ugqdWlF1HvUg3fR+hYzVjUqWSMGE7siGBPaXoUiw9m6lslkli5ZrGUySxWB0kBRGMSEFkrOeSiCvGkyDKgFUfoSGoTK/KSCITud8U3sWFw4GMDEuA0iC1CpapdqXQ6jlc0pJra/wtfu0mYiye8Z+3Kqb4rokoSZUNcJAVDbTk1AY1HclNgQhjRNjTV8k2SgVSvjVENlYDH1SVGUwloK06EsDEVpKAtLp3BYcVmvZTK7gKrB6+5PBtBFGHNPJIu1TGbJEvIcrQkxVkgfY4JVyGsMO5NU+axlwEo/pyobRmK1/iiA2gItJVBGS1l/oPhUKsRrbEHVdmAGt6b3QXh5pxgbeoKa2u0p9f+TAmqW2RiCF8dsZRvUddvwQzrUJKtgnHxoR+Xrz0JfglAGxHuP15jZSrCaqSgpZ9SKUBYlZSGUhaVXlpS2QnC7eK0ymUxm8chiLZNZohgRChNqq5WdAi+D6Cq0tVBru0FTnFayphmCg9CgMfFg2BqXdFKKETMCzsPMrNLrClaiyKOpcRZ2aWIpjeBG9Rpqmhk1dYYlmkpzBHOeMRaV1AKqscBpdGOG8UyTcOBBQ+dOIAlGDet7DQkHdUKDwXvXuHqT/lMT3LdU9fkwIjG5AIxVjNW6plwmk7nrOAS3CBGgizHmnkgWa5nMEsXEVk3WGqwVvBe8V/COdlh+cBfWIWvAsIe0WUjtCqW1KP0b4s08/Tml2yF0NEh121oN2mvLnRAyQo3BiA3xdSZ8IFLExIMk9gg9Tb2GRuoKKRMgJE1IHCOKM+Nxzkf3ZhB1kkp5iEUowYRloR9o6KAgxrcUWxSnqqS4t7qpQX1q0n+ZTCazdMliLZNZotjotwwFaBV1jlDwv2qC0yIy8m+tz4ZW01potbNI6zF8KD/pBsHVWbsf08CaxJLWWZxCajkVbHhN2Y7gg01u11rzWcGoxcW4siJW4Q0WNYcxFtSh3gfxh63nHZrEC0KBsaGrQaqh1kwyWeJCNqqIR3Gob7JGRUyoD2cM3jm8a8XaZTKZu4TXxcnc9PmbFJDFWiazZBENYshYgy0MhVqMdRSF1NagOl4tiq8kjKRlQfPEzE0WsL7JsLCzNmRSDuaEsoiWtWShqlVeKuXRtu0BhHg3o8FtWWd0RrdpWseYIJy8JyYdUGewqgaBF9pgxVIghlqUSWz8HoxxJvRHrbNdU1ao0hahsTxciLMzRegCYcFaO7TPTCaTWapksZbJLGFEoCwLxsY6IH06VjFYUvlYNIiw9DMMW800JiKY6MVMrZWSG7P1z5DA2TatdHuCNbG0ho8WNB8FmPEhFo7UPyqW3FDwXjEFMUtUW5avQOoqkGausVpvKLobLGrUwkzqbFKpLWvpIMN+jWnqtjUHkuLs4jbeoYMK3xGcr1C10R3aWBszmcxdxy9SNuhijLknksVaJrNUEQlto6xhbKyL12nKUvHigsSQxr2YwrQUQhaobWV+Smyl1BJs7ZIebcuaxnIfAweV05htGTeNpTZMDJJTQt20UH6j2V+wqEktgxpXbDurNCYSGAnN3FUxRoI1TQTno7VLTIzOS7FoQmpDRXSdoopVj4tCLjWir/cpAFXIYo2zMjbE2s2fWSaTuSt4BL8IX3sWY8w9kSzWMpmlirTcnGIoihJr+yHJgFbVi5Zvs51sUCdGtlyktH4etai1DVOqoeZaWbejUnzMGPWeujwGJrg7615W0fpV13SLmQ51GbWh+UYXZLSOWUkN34OASyU32pNM7yUNGLsQKAbrlUElaGqlVXte4zbJfWqk1W6qSdTIZDKZpUoWa5nMEsVED+OgP6CqKtSXCAWkWmWRIUtSO5CN4XXa4q8RUyMxbNqEpVVV+KYcSn9oSqqMVrxY20x9cMuKiYkHyeLnY3eD5LpMHQgAMagNilAJbZ9CLkXqZRDqynnvUKo4WYOQynW0rXUmCEeXiucK3qUQO9+IVYSiKOh0QsyaEqyPGIPJXpZMZpfJvUEXlyzWMpkliogHtTjnqaoqCDYdoNoPMVopzj9omSh4ALVYQkV+N2yYWlDItYO2VBvxV1XQtJly9ee1N5LgzjRiQ59NYzGmaQIfWlnFkhwjva4UYpkOaVnJYs0zH0RbSCpIbbVCzBrig7tUWgrLg2/VbgsdFkL8W0ouEKAoLWVZhlW8hmLDRUFhDYXkoriZTGbpksVaJrNESUVcRZRqMKDfn0ZxeB+EWkrQZKTEhlhXx5+1SZmiXlPFtLhJEl8tVyoCzimDqqLoNsvrdWMfT2NjqQ4TLGOpqK2k2mo06zZ71XpntaiDKMIEHzNE63U1ZpNKS7jFFRQN8WfOgAvtppo4tTDZJqNVGAwcaB9kDGMKrLFYa8gdDDKZXSMnGCwu+SxkMkuUwkCnNBgUV1XMzs3gVPBqwQsSY8gYEWYpyL4WZ60xlSjyatEVRSHxZ1OHnuGBubnQqCkkb8YuA3VdNGm5OYugj2KtthQHJqKoUcQYTGEpOhZTJLElTVxbzCHACaKCQYbbTMX1TCy8m7oPGOObUh8CiqNSRY3gxeAJ3R5UQncGp4R2WiaMVxqwpp2QkMlkMkuPbFnLZJYoxoCREITvncc7SJX4d6XcRDv7c6F9alJ4AoO+4ipDUTaZoSGhwMTGzYrxoMaHLE3VWDst1EDzKEYUZxzGhx169a36a9GiRhR+CJULKtMYEzJF46yDJc/U9dHCfG3ct6Fy0lgUoy/WK7GpOxRFQVFY1JmYYGDodjqUhcXI4C6ezUwmAzEbdDGK4ub0HyCLtUxmSSJEq1nMjgRAOwhdjKniZzCq2oYSDWgsXCl2qzZ7pU3bfwdjHJoxYOMi52FuALaQIMxaOwlCK3YIwGPiwN6HzgEisbm6ph6fBiMmujkFWxgsQfQpGroWxLptoXZaEIbhELU+EG2llGpM/TTGYEzYh4iLyQqhVonE5bYsGeuWVINQELfT61B2C4rSZstaJpNZ0mSxlsksSUI8GKIYY7GmIDQ8V4zEwrEjaEug1W7RJEI8ddHaUM2fWrhZoS53kTZLYtALDPqC70UrX6z9JqIUhWBMGdpCiYku0TBwEk8hDi2NbEKhXLFIu8aZ+mBB8zFTQgSoYv22Ioi3oj1eE6AXius2NUkEi+ggZK/GwrgiBo/Bqcc7R92qS0CNwwiUu3ClMpkM6CLVWcv9RQJZrGUySxINDdyNUJjQ4FzqjMWFg+GlbTFLy9LPUnsGh7cZzQwVhv40GoHBwOG9iWU1iDFrlmB/s7XVqxaLteUt7T0Vx41Cq45BC/FuIcPUxM4FJhTaJTatl5Aw4FOGaBSCyS2a5KVG96tXR8onqI9fQ+kRV1XMzjqslKGOW1w3xe1lMpm7jtdFcoPm0h1AFmuZzJLFWOqSGETHnjUG50JJi1qApQ1agqlOoErv43qhOfpw9ijtH0fqt0FwhVYDpVMQi+CaGEeX8gKiexQT68CZ6HZN1q1UaiP0EIjdPRHf9Dit55nmaA1WDdYLrhrgvAdvcM6BbbJCUx8t7wklPJwLTaw0WRgF8Yo4hxt4tChRU6CVwVfh4NTrUBJGJpPJLDWyWMtkliACFNbW7kSJ8Wup0IVLPctb1rKhL6AmZn1qUwRXYial0HJ7pjFa+x2yzJngnZydVXrdEEHmJbgtvQ+JBAZBJTRoT/XPFD/S9kliyY0gtGxM3wzxbekgtHa/1vJPQmanqsRM0LA87F+jILOoiyU6Yl02ib1FPRJdx2BU6PV6lOUkvc4YgxgXF0RlJpPZFXLpjsUli7VMZgliBDodS1EI1sYYsLpyvywoLpK7s04uSOU5RgRZbcXS0Y0ZKlGWuhsYE1pPVZViytYAhHgzVMBrSDQwWg8XYs4U9YqIw4iN6aZQqcOYFGcW/hv2dsQDERddoTGrE42JBLF5u/igPKO7NLXUCvovlRYBayzdbofxyR5GLEVp6Xa6lGVJt1vQsUOnLpPJZJYUWaxlMovMnRUBwcMnMWYNihKKgpDVqIJ6FyxjI6EcyYKWaqm166hBtKql+mstq1f6eUjsJbEWP3MamrsXRdyPVLHcRhGdmqkYbdybhriyEHdGyA61ps5wTaY/7xXjw07CF+jUtSAJMolzDL1Ig+XOEOL2FHxoh5UscU1f0JBc4PC14uyNdel2LVU1hzHdUPvNCLYQCnPnrpOBBV2n7Uuyo7GyMMzsbeSYtcVlSdsXzznnHB72sIexbNkyVq1axe/8zu9w5ZVXDq0zOzvLmWeeyb777svk5CSnnnoqN91009A61157Laeccgrj4+OsWrWK1772tVRVdXceSuZeRtutaBZ4be/PTyvPMQggUQobhFtwF3q8r0KM1ujTfqQDQSpya6MQMTv4mzc6lJFmO5Hwvuo3Qq+xXhF7gErzSpme0bqVenkqFar9OGYspqtBiCWrWXtG9TIdXiZJiWJJJkOJGaFJXIYWV6mYSDARTk5OsmLlFBOTY3S6JYUNQrMxJ945ZOTn9rW2tGIDR5M6Rl6jyzOZTGaUJS3Wvva1r3HmmWfy7W9/m4svvpjBYMBJJ53Etm3b6nVe/epX8+///u9ceOGFfO1rX+OGG27gaU97Wv25c45TTjmFfr/Pt771LT70oQ9xwQUX8IY3vOGeOKTMvYS27Ei6yrde27Oq1A9xA15dLAprEbGxNVKoY6YaY9SSt1DBaBOnZgkiqhZ/0hS4qF8tfZQEXvtLrLYFmYG5PlTRoKUqeB/kSepoEAYbIFphxAfhhlCIYEWwUdgVxhCqkoQOBHUHeQjuUpv2q82xJUE4dHKb/Wq0tAXXrkUpo7UtuFLFGDplh15vjLLsYmyJLUJhXCthPnfG0rXQNRwVWilhY3R5uhfqMik0lrZsbcvsqXhk0V6ZJe4G/cIXvjD0/oILLmDVqlVcdtllPPaxj2XTpk184AMf4GMf+xiPf/zjATj//PM58sgj+fa3v80jH/lIvvjFL3LFFVfwpS99idWrV3PMMcfw5je/mT/+4z/mjW98I51O5544tMy9hDvt/iSJo/hOQ50hYwuKsoixYdE12I5JG92eIHDacWneN67SNLn25zr8UZOZmcLSfMgMDR5YE1615zM0fLfx76oxgrU2tpLycX4hGcFKzAKNOzOt1lOhrlxQol4V0dppilePd9F6ZtP3TImWOR/LccRiuHWsW1B7IsLs7Bzbtm6jGoTSICJQ2NAftIxz2hVkgX/bpVIWGl138Fkmk8kklrRlbZRNmzYBsM8++wBw2WWXMRgMOPHEE+t1HvjAB3LQQQdx6aWXAnDppZfy4Ac/mNWrV9frnHzyyWzevJmf/OQnC+5nbm6OzZs3D70ymcUmudASIfdSQ621wlAUps7oVEJ8VurGlIRB+wUtN9yIv61+m+LX2h+PjEG0rImEArnqg5PPWhubuHuMCXU8kuuyschJXTAXCX05vXe1wNLaDVrhfbAkOudr62GdKGBsjFdL7k5f70dVo1BL3QwUYUAoKtLIIa+eQTVgbq7P7NwclQ9Ffk3bBHkXGbWW1RelfU7Z5d1kMkuWFLO2GK/MHiTWvPe86lWv4tGPfjQPetCDAFi/fj2dTocVK1YMrbt69WrWr19fr9MWaunz9NlCnHPOOSxfvrx+HXjggbv5aDKZxvUIjTBK1iyhKVNhC4Op/X9N1qO2LWOjAiutHv9NnkZpv1oT0ZaSGPrT2FIfRqDfV7wPgf9iQlsn1LYsdG1J0giyID2Dy7Rxe/pQ4gOPUgVrmJpQioPYfcAIhSmwYmNMnMWKYsVjxWHw0c0KJlriUnapUYmxdcHJ2J/rs23bNqantzE326dyPlgKvcOz63XSm6Oaf+7a53V7MWuZTCazPfYYsXbmmWfy4x//mI9//OOLvq+zzz6bTZs21a/rrrtu0feZ2ftY8EHcekrryNNbo2ktCDYJMVXGNi7ROzF2e1EyHKXwsHqVKCbabapSJiitz9vBVQI4F21IGgvdauhokFpBhXprxK4C1OuEzgTBqhZck6HIrzUWa7oUpoO1hsIayqLA2lR6I7pYLVirsaVVmlRovWVt4w8OrlZD6DwaynaEmL3Qg2EwqFCvYGyQit7VRYN3hXbiSNvSVruXd6DOastoe0EmsweRLWuLy5KOWUu8/OUv57Of/Sxf//rXue9971svX7NmDf1+n40bNw5Z12666SbWrFlTr/Pd7353aLyULZrWGaXb7dLtdnfzUWTujaTA8fQzhAXt5ACgLk6bYsqE2MHAhiB4RFFt2jO1g/9HY6OGd9as51visC7dkSx67Wh3s4BW0Ga6/TnFjRMC+DX2Ka2LuoGYIrhqdVTtCUKBwWIluFDVG1SqGGsmCB5DqCmnMZFBJZQIIXVOUAfq0Xhggm2SHjTM3xgbCumqbZX/CAdhbUG320GAsgjlRHZHI/chnduylELQkW1BOJpM0BbPQ0J616eVydwt5NIdi8uStqypKi9/+cv59Kc/zZe//GUOPfTQoc+PPfZYyrLkkksuqZddeeWVXHvttaxbtw6AdevWcfnll7Nhw4Z6nYsvvpipqSmOOuqou+dAMvdK2iItWV2krV9Gn8TJrRmf+sZ6xERLVXIjSrJS0WR4aohfGzLcxDGEWOAi/WCjkDDNz16iFSjFmUl0xcafC4mZpj5sNhgoA684BgSXbBWapHvFecF5H9pCxQNUXMzWDBY4sQVSlIgtkaLAFD1sOUbR6VJ0xumMTdAdn8R2eqixYAtMWVJ2exS9HqbsYGwHpMD50AWhcjBwBYOKaLUMJyiULvEIDqcODHQ7HawYBKVTeqwJp6ZdN21nHg/pNKZkjgXXiS7nJMJ1OyJsyAK30I4ymcy9miVtWTvzzDP52Mc+xr/+67+ybNmyOsZs+fLljI2NsXz5cl784hdz1llnsc8++zA1NcUrXvEK1q1bxyMf+UgATjrpJI466iie//zn89a3vpX169fzZ3/2Z5x55pnZepa5W2jpr+2zgAkuZFeG7gViLMZYvLfBesRw0HptXWtZ2tpxcO31fUuVzIujktYrVb6IGZ+pl6f3MDPrGesoxhSoVlCYWNssBOxboxhjMWIxEsvW2gprHc45xFYogqt8XQQ3JSQUZXBbOldRVan6bxzPCINqULe7coMKURg4T79f4b1QdAqstSgu9AU1hPg6I3S7PWynQ1EYZmYGoEqnLIL1cqTMbfuSDL/Z/nVun8u0rK3P73CYhVZYIPYtW9wyS41sWVtclrRYe8973gPA4x73uKHl559/Pi984QsBeOc734kxhlNPPZW5uTlOPvlk3v3ud9frWmv57Gc/y8te9jLWrVvHxMQEp59+Om9605vursPI3EsYfYjKDpYPCahWRmbbtWmMobAFRUrFjA3RVYOpxlhqMWVaIisJtvYkaqtetJbhouXMRiHEyP5TH1EPogY1HjUht9IpjPUm2H//McaLsK0tBVuUIeasKCitpSiCaLLW1IkGYsCIoVMUqCqVq2J8m4tiLdSUU1Vc5XE+OEchzNXEVFgRwasP2xtDVXluue02rrp6A2JLwKAUeG9wztPplJRlycTEBB3pUhaemW2KYjGdIpgPW+yMGErnLMWmJUsbrfcyevHTsvY6tNzQ6ZLJyGa64I+ZTOZewpIWa6p3/Gep1+tx3nnncd555213nYMPPpjPfe5zu3NqmcwQd+a7n7Z+qGPVRmLPDEJhLN2ypFMWiJHgEpWiLplRdxjwLfdlfPrXZdp8bMyU3KJRCWgrHVTiTkU0CDRDDOYnVvHV4AqNSqTvhYll4+y7b4+JUukUBUUBUKLq6UTLVWrqHsSY1HXQjFHKIkzae4mFf02dnNCcqLoPAF5TaY5QpmMwGCAijI+VWGupqorpaaEsoOhYHB71BueC+CuKgsIWdDolXVNSyAD1HjEFUhi0SC2s7uiiNdQJATr/fYqd256yGnJZ1+cobpuuU1ZlmT2IkFSz+61g+dcgsKTFWiazp7CQRW2hz9rrqDTiTOr/xTgzY+gWll5Z0CltqPpvDQZDUdhajAnUpT6CK1GjVSz8rCEHoCn1EU1syVgXZmeiqzAuZ9itGhIdQu9O7xWjgrUFhbUYPNYYjPg6OMsasEVQH95rLdqCK1MoiiJYBRGMKRgMqtCo3piWcAxbpEzYqvIMBopzrhZqKesUQsBeYUOJj6IoECq8K4CQhWqtodPp0Ol26JkOhbGUZSgRokBhtt/vcyFGXaQy8nN9xNFyGmfZWFuTONserfi2HLOWyWSyWMtk7gLpYTz6cF/ouSojb4bixOJTX2nclAJYUYxoiP2SCoONrtGWUKjdinHA6Es10TJWxDgsHYC6GD+VFEP04dVlO4w2c0lFdzWU5YXgupTC4RyYKhSxtXaSsvQYqxSdIohDVcR6rLUAlFLGbEzFWktRWDqdEvUDBtUArUJtNEOBMSaU4MBjrMFVii2Ci9Soon2oBh4RQ7fbaVyseBBPWUJpO1hTgHqK0uCMD+23jNCbGGNqapJyAA4J3Uv8APUOo57oVR52T7b+TcaydPHq2MF0HdN1aV1jTTeLhiSNtkmt3mY7MWrZuJbZk8gxa4tLFmuZzF1gewkDo8vbFrN2XFpdOmP03zSIauzvGURbiiUryzLGrUXxIMPb1dY1IVqePIUDJyk2SlCjzUQ9CB6TOiMEX0ZrUInhCL52jwarXEgI8N4jhaFTlohRnPM4pzinwRJoBOc8IkJZWqwNSQJeQySaU09VebwfUMQEBcUjpqyL2XoX9pOOr9frYWJze2MMri675mPtNsE5xYggZcieNUYYGx+nO9ajkAqnQrcskZQ1SlMUt+29bLsrh1yXIzFm7Vg1hq5HS1gvcMOk61pnibayRdv3TiaTuXeTxVomswgsJOYW7C4gjYgbWpfQM7OuyC8h+L4sg9ipS3wsqA6JokdAk9iKvUIlWQPDjutMxTiWAN6BWIOIq61+qAbrmvGUHUNR2rqArbUG5xStlKoKIsl0Qm9Qrx4RYrYl9AdzVFVw4zqneOfqbFDvHLNVUF6u9KEciYRJO++pKke316PTtbi4XWofbUxymUIquBuK9YbiutYK4j1OhaIog0u006FjC6wxQ1a09qudONDO6oThBuztc7/QDTBqsbsjN+jQ/ZDNa5k9gGxZW1yyWMtk7iTth/lonNOQ9WU7jD6kF7TWmNAP0yuhgn/aMJlbUhyUArG2mAAqqRWVj1mjgnfJkta0rfJeGwWhoBV427hZJVrf2la7slOgfgADcFWwiKlRqsohYijLkrIwiElWNIOJ1jVVjbFmMcvV2JhsEPZlbYHEzFQxweSnKjjnsFaoZh1eHd1OB2M8VaV4X9UTtNZg6zRaEBUkul+DdcszvXUz27atZGLFPowv6zG7cRmlLYModsPXon2JFvJSDrlEW5emrn2XVmyZ5dQHsWxleLtRdkaoZRdpZqmRxdriksVaJnMnqLXSiBts1LqSLCdtq9mOugyMDlREF5/ULZ2ixUrCU99osJT5NJcUv2ZG3GqMCoJkpaMupJvWq+uv1a7VRuyICW5LUwSX4rKpZXS7Hbpdj5WQRGCsIrhQFHc2tJ7q9jpYEyxs3nvKsggu1JBmWrttTWyvlYSd88TjhRShXxQxIUCVsrA4Hw48JVN0Ot2QKSsm7iMdSDhKdY6tW6fpiKE7sT/e+5DsYAxWFjRQDl+ehZRce3m0XI4ug5bbu/V+R4zuq716e2hd4OdMJrP3kcVaJnMnqSvSM/ywTLRbDdWdmNJnbfEWH+BDz+X4PgXPGyNYEdS7UFnCQFEEixQuVs+PJp4kwmrDW8qsjPXSQhuCZp+pRETKOWhnpnofXIdhwj7GpzkKCUkHrpoDX1INPE4UIx5VizGhd6j3oYNBiFczdcFb55TCWKalwxe6D+GXD1iFdGB8bo6XXPEdOoSSHzaKtiCMB6CWXs9SlqFPaDWosEYQa2PMn1LNVcGHi4AGl21oOm+BUCLEVX22bNqELWB2dgZbBFFsJCZjpHMxes2jGmpb1Orz1breQ+7t1ljz2ruO7mB7FrTtCMRRFvo4C7jM3Um2rC0uS7rdVCazFGk/P3cUiN4yToX1g1dywW2gEW8kS5ZxiPUUpUXVhwbqqiFT1EJRBJeaNcEFGILVZciCg2iThJCyDKP1zUZLnDFg4tc278E5cFWI+SJ2JBAxodaZV/DgXXB/Vi4JIkG9oD50LSjLkk6ni4jFSEFhuwgW76Byjjd3f5drHrQGOwGmhNnJLh9+wDFMz8zR7w9CPJsP2mt2doCrDMYKzvcZDPqhoG7l6PfnGAz6DPp9Bv0B/cEc/crFllwVzgcrnffgfYVzgyAkVemOjdHplmhMLmiHAQ5dx7YYa38mDAncofuiNVgSa0Zabcda46YB0jpty2jaR6su8nb3y/BwOTchk9mLyJa1TOZOsj1rRfshmh7S4YPm8zpbUIe3W2hskfC0t0WsP+YdWheWbdygiK8D57wTxEKwf1lUq9q9WWclqgluSIn10Jy29hmtberR6IK11oDGhukIiCP1KQ1WwGCFM8n9aCydbhCYszN9Kjeg2+uiqmyperzb/S5MCGKGC59sXD7FVw69H4/9+c+ie1LwOmAwmEXpol5wvgJvKIoO2AqvVZy30Ol26ZRFKPgLKIL3Du8V1RJrCoqioFv26Ha72MLQ7Y0hC3aub12H1jVshw3WXtZ4+kz8eSiGcTvjLrQ85Uek0rzzrHuM3h80CSCZzD1M+IK0+78iLMaYeyLZspbJ3AnalhcYcX8y8sEC5o1R68j2/gwlK1mwxsW4KgO2MFhThKD4uL3E9gdKyrBMf+B0qCSEpK7ihOxLY2zIkjTUvltjYhFcadyQTRpFkCFFLGBbFIQ4tRgzluLHOp0y1HkrLGPjHXrjFlsoZUe5aNsjmF5lWf3Qm2Jh3GGuWbUGuiWdTkG3ZykLwRqhUxL6pMYCvsE6ZrGmxIQiJ9iOpeh0MXGuRmycXzhuYwrKskunHKcounS73RhDZxjEmLyFLFK1yzt2d6iTOWhqrc2/gM1AbRFfi/X2+CPCvXadtwTiUGFjbW2zo3togWPJZDJ7JtmylsncBRayeuwoRkigaSlFfCC3swVHMNbUcWvJghLi0yxibAz6B3FDFb5ANLgjhdCeSUOgv7E+KbsoHAzGFHgdpD1ixA1bB2MwvyCNIIslMjpdoTduME7pdkpEHNYIZcfWXQdEhKLoINKpZ/iTA9YyfsDGOs6uDryPb2bLDpcdcj9+48Zrsdbg3YBO2aHbHacQizEGT+gZak0HxOOdp3IDTGEpywLU1MkDTj1FEY55MPDMzszS9R263R7Luh1sGYStx4IMMDGZo309a49y/J+0T/cCF7q+D7YjpNouzmbhfKuZsLAYnHfbtG689j04+sUik1lMQhGd3f/1YDHG3BPJYi2TuZPMi12ieUiOWkna29QdCkayEtoP75gDQCESLVhQuQH4iv7AUTnHwDWz0Fihn9b4IQ7NN6KjFmAhOD+U5fDAgOAsjFXEWn61cCwesKQMBWticoFTNm6aZvPtyuRYwcREgatCXbRqtsKrxxQhzs3GZu7eKWcXp+LHhBljWF6LtDhpVUrnGBQFY1VF5RSvnrLTrUuDpCA7KwZ1PohCCZY2jKXXKemVXcAzmOkHseskCkJhUA2Ym+vjygHjE126ZUVhQasBpSqhWsmwCmu7stPpWdC1mVzSESPDVjAZHS9d95G6L+17a57LU5r1F6rTNlRKhCzUMpm9iSzWMpm7QG3dkBFLxgIPc22JqbYLVLXJyFSN7YhIljeHkdDKyfsBDoeKxRYl1oR+ULU7LCYupKf10D58nJ8HFY3120KPTx/zQEVAjZIauYc5B9VoEKyxVM4jFooYmNUd6zC1fJKeDfXTgu81zl4glEDzeOfo48KxTgpYj9IBZhBi8dp4ngZFwf023MjR1/yCOQnN6umDYimMReLYRkJ/UVvYkBlaKWIMhQVRRYwLuo6QEKFeQ+yeekpb4HzFlm1b6Ex2KMsSawRjFEMoWacSXrX1M17cIUtoy4RVi6IoqNrCbNgNPb+4biq90rbWLWRIaN9v9bUfWWdn+5pmMotBzgZdXLJYy2R2gVFXVv1vS4Rtz9vZjllLFrAkCkJWYKw/ZgWcZaw3wYqV+9LtXI8nxrPFndbCID38JYoyVXBJNGgwqEULWRAJsY4airVpztF1ihL6bob3YcVglXNVRb/fB6lQhMIaumWJMRaE2HGgoihDJwVXefaZ28Ct+60E4BUHfYl9yhkU+NXscj54w2MBuHblfvzLQx/B+Nwsj/v+ZczN9umOjYV2VFYZG+tSVRXWmJBsEOPvUnzf7OwsvmcoigIfkzFCfJvEJvIltrDMTm9j42AbVeUoymK4bMmQaIouXXwjgFvXrxbMbcuZttZrXfjRMhzSXr6ARTaJ/9EvANlillmK5ASDxSWLtUxmJ2k/a2tx1f58OxY1M/KQbruv2ta45CrVuJGI1IkETi2TkyuYWr6cwkYRJjLUWLx55qeyG9RB8D4+9A3gXCwYm4pWqGAQ8AanFUURXYuarFKKERstOlX4Bu1i8VtRirKgLAu6vU7sRyoMqgrjg2gyAtf09ufWNSs4bP+b2L+7hX07M/U5vW9vE1N2ms1unH5ZcmtZcitTXHXYYay9/IooXhVRpTAmtMzyPracCtZB9Z7BwMfzYKIbMpgdvYYT0O126Y6V7L96P1bvP8Gm63/Fptu2UfkqnAlpuS+jdU1EIRbo7XYBowwqqKIAlraQaltMk7Vs6LpEC2i0dmpr/dFkk7Yg3JFQk+0sz2QyexdZrGUyd4KhmKLtxS+NrFu3rGw/dNsutJZASARrkcHGIDeP0O2WoYyHaizvkBq8x3V846prl8Xwsc5YaIxu6v0K0U3qUxN3j/c0FjcT64+pQQhFbtECpKJTlBhj6HaL0DnAgNhoi9PQ9N2IoZhy/HL5ci5e9gAesewqfu9+35pfvV/gDw76Mj/ccl8+f8uDAQuqrLz1ZkRdcFFGk1W/P1c3g7e2iBY1pRq4YBmMZUZUgiAtioK5gcMrjI2tYGJ8Bfc9+AhWrB3Db709FPX1nsLEM5Ncla1rURSwbFJYPiWIeLZMK1u3wSDmZvjaktqSy55GvEnLnRrHrsUc8+PPamE3cp6Su3Q0lu2OuiFkMncH2Q26uGSxlsnsJKPB38n1WFtQWu6t0XZU88ZacGFTONVEy1poRF7gjNDvTzM9LczOzA3FL9XBbiTrmdRvnIvCIa5v6gSDIIC8KhprpiFV3d6pLsYay3aICe5Q1WBlKsuSsbExCltRFLZ2jRpjYuao0Dl6lvGHVDyIGY7W9UPWolFKA8ctv54HT97A31z9JDb990o2blrJMnsLRqAaOHrdAu81uiRDp4MwnqEoQsZrWRb0NVjakovUiGCsodsx2MIztmwKs+I+LD/kJkq5HBAKMUMFa2tXqIHumDK5QpicDLFw3THolbBtK8zNQd/FLhAtRRbEb+v6t2LMhJaApxV/JsNCbVTcp/fR6Fkv3xGj4i6TyeyZZLGWySzAnXnI1cItbhQe3M1Avv15a2wZHaCFsdG6FtsvIULZ69LpxiQDaBqVt0ViUhtI3QFA0Wjl0ZDYGfaAtUDqSiCCiMWaYMmKkiKamxwiIdszFNgVyiKU+jC40P4Ki2iwtqmGNlPdg119PMnNN9O3dDvN8lFK49E++M1jfFcezMHmFxRGsMaEpIjKI6XU7koT6/SmeLqBr3AUuFSpBCjEhHOhSm98DO8GwGH09tvKyqmvIRQYa5psTtMS3ia8d3gqhcJArwPj+8LcJNy+GbZuhf4A+r4ltlqXtM4KZbiDwdB6aWHa7w6MCQsW1NXt7Hv7w2Qyu5Ucs7a45KK4mcwIC/1pkNbLyPCDuF0nof3AHLXEtd/IAiu1H+qhH2d8vEtoYD42McayqckglAhCDqIFrPWbLO0ZaxA2Tc/QsENjTHAjmiByxLhQDNfYIXdpzAcFjaoFQQkFb51zhOKzYTxjQn0z70Nj97nLJnAjKYqdwo2czUa6OA+fveFoNl+2PyjMbpyg2+0yNt6jLIuYoSpIFIQhbg1QwbsQf9cOytdodkotuHq9grIj9Ke3ge9gemuYWr4S1MTacK1L0hLW/Tm4fSPcvlGYmQ7npSxhYgJW7w/3OQD2WQ5jJUMN4YeuucwXaQsJqYXiHoeK4LbWaxfObW82ev+29PvwOvkZmMnsMWTLWmYvYPc6exYaaVRstfdcL/LMewAOF30dWU5jDRt9oCaBEWKyXCiPoQCmiWzX2M29NRdBUDWYaGkSG0pK1i2nNAi2lCigqq1phXpmxsb0g1qJpoITPohEgbIoGR8fQ9wMVeViAoBBgVkKbrD78P3bD+V/LtqPt5z0cYrY29KIUkUxN1MVdK3DiuKBC254DNf9YiWd2wQGjoMHv2JiYhxUY89SjYkXRciQFaUsC5zzGFMAVf0t3AgoPiRQxOO+/bZtbLx9mm0bruCBE6vpjc1SVRVCqxtEukxJfPvQjcvNwKZKcQOYHBOWTULZUUwJEwV0OtDtwZYtsG2mcY2Ga9mKLQt1iutkkiZbZf5902ZHlrY03YVEYtv1msksJrpIMWvZshbIYi2zF7B4zp62y1IXWF4vS+6rOticOk6pjmsbna4Mrzu0X6F2f3of2iepB+cVUR/3PRyrlixpQXCF98YIvooxXNEsGDoc+PCvGkR8sIqpQ9RjbYmxPoijOGExoZSHRB+vojjnKBGc84gN8WFqDG/p/C6VhCQBHSj/9xeP4ffv/5+AD43nBRTHx9Y/DLHCcw/4Ll6FaV9SHOgpDrwJPDz861fQKS2Dai4IUzVUlaeqPGWnjAWDHdXA0+32mJsbYKRAEbwZgEqdzeq8Z9u2zdx2S4eesVz342+zYlnBzFxFWXYRCZ1PgTpbc6iQrQc3gG3TyuwsbJ2BZVMwOQldE4TayhJ6PSg3wsboGk03TzterxbnI5+1r/0oQwkIozdivH/at9HoEG0ButD7TCaztMliLZPZCUYF2x0+57T1QKytZfFbYisQXUYe1in8KrkpTWygqR66nZLeWJeisLVrM/UATbtSfLTgFCHeKgqyZCVTTe2mQkybeo93SpXi2gBNXs/WdsYYJCwkZFlayqKgFBBjMNECt62CqtOqzms8PevqgrBtAfTCA7/N1dMrg6VOlOV2mk2D8bCOhbkVlulNW/BRkJmiQGL9tGpQQWxG7z3Mzs6FJvdoo4iQmOEauzmIUNiCTtlhctkyVuw3wfKVN1HYGPg2cnFVoss7xfkpuCpY2gZ9mJsNLtLlk4SyHgJlD7pjgmzTRqS33Ntta2o63wzvtnWvLHxrba+DQtrX0DLdiXs1k9kNpC+mizFuJsesZTI7ZCGX0g5dS8miNhqUVAu2KIqaELBgRWu6KWGM0C07jHUnmBifpCgtxhTsv3p/Vu67AlNocHMaH9yCsWyGkVjiQkMxW6+OUNTWhf3WcXUaLHCqGKtgwBPKbSiCc1W05kk9yeDCDH1KTSFY4zHqUTXBEqUGVWGiGD4rYh3fvuV+zFTzu7aLwCHjt9fvO8bXQmQwC+ev+A2u1XFcpfQrxyC2nRIJjdyTa3gwGKBesQWh64NA6EcQ+qh6ghvViNDtjLFm9YHc50HHMHH4key3dgWVm8Wrr7tAhI4O4fD96AWPP3uF/pxw+63Chg1w6+3hddMGuPV2paqa+yPmZDQZoK17o+5AMfJEapd2aRlN63GszP/j7WnWwTTWwbQoO5MymT2XLNYymbuAMvwgJYovbT1UiZ8NBYMnobadp6eREOxuxIY6ZUVBtxsaj08sX0ZnvIur+ni0eeonEWVM7EKgUailMDeFImWYpgQJxbsgYqwx2CJYnUrbaWnMmFwQD87EXqXGxMbw6mIRXBPbOkHHFpyoP6WrA4w6jrv9l6Dwj//zuAXPo9RnE/q+EXRlD+yk8qEjfgslJkOIiZZHE+LyTBfvDZ1uB1N4ChvErhipLVnhxIfoMecqqoGjMgYzeV+keyS2N4H3fZTQa9QQLWm1kG6Zv1qiLWhioaqErdNw221w662wcRPMzsWzZ5qxxDTbqjSWtlFNX5+XtsJqucvT+j6+dAev9r2XBVtmsUmN3BfjlcliLZOZR6rvP/pwG31+ssC/0HJTtf5dyEI3+nN4QDc+uKqqcK6i0+nQ7XWwZYEQKvgPnOBd7GQQhVsMcQNi70/X+ByNSQ9uaQSIEE1INnQaMGCLaEnDhD+TURB67/ExA3PQd0H0VJ65ublghZMgIYwRnsxPOcd9hrdVn+IBkzcD8NONa/nx7WsXPN82NM9ioMPWt/3338rq+27m3x92HM55BoMBc3MDpmdmmZsdMDc3R7/fZ9CvqPrgfTKJhZi41N1AJIw7PT3N7bdv5NqrruK2X/4IP3cVM4NpNPo5PcHKmNye4XwtIKVq0RaiBr2PpTsGIaO1XTcNah0/5AK2zL+3FsLQ1N6LRtl6PCthnCSntzfPZLkd7ZKwM2SBl9lZUumOxXjdVf76r/8aEeFVr3pVvWx2dpYzzzyTfffdl8nJSU499VRuuummoe2uvfZaTjnlFMbHx1m1ahWvfe1rqarqLs9jd5DFWibTIjyctH4gthl9bJv2B9HQVRu7FrBqpPFTMHjSZqJDdW0hVuV3zuG9w1pDp1uwZeNt3Hbr7cz1+8Gqkv6QqUG0bArFCqg3eFegvqCWn2owahFCKRBPFHXqcM7h1KPGYQrwPjzdlSqWyQiuUFsEC1uv28MaS1EaRBzgUCpmZrcxPT1Nvz+gqip+VS6rFcbfXfpbfOrGh/CNWw5pCsZKEi+e+/WuA4LoarsFb1uxAhGL80pVOZyDuYFjUIU4OcFipKCac8z1XTzW4O4VoxRFaALf7/fpz82B99zws+9z9fe+yNVX/hJjCowVvIZ4NPXNNam1WrKOzrsjQmxaKjycYglTzFnqEKGjZrB4/c1OCKhGOCaLXuueG/l83obzBlr4fRZkmb2N733ve/zjP/4jD3nIQ4aWv/rVr+bf//3fufDCC/na177GDTfcwNOe9rT6c+ccp5xyCv1+n29961t86EMf4oILLuANb3jD3X0IQ2SxlrnXsj2r2fbWgfluqzpEqCW6FnzwjQavtx7Y81RgTAIIgfGhzZN3FTfffAs3/Go909Mu7je5KaU1nmCN1Fah8ApxbbY250i9Tcjq9MzNevr9sL/w8FdMK4YsjGtDt4KoXIwpKIr0snQ6HXq9HuPj40xMTOA7E3y/21jTxCiX3nw/Pn/rrzPtm9ymJDQet+/V9GeE269YwdwPxzG3QXeuzyOuuoZuJ2ZsWhtdw116vTGKoqTT6eK9Y9vWbVSVIhTxVSLYkKhhbUhMqByF7WCc57brb+DG629kNqZt1kbNO7gHwpwl/tu64C0B2rqU9WshQSUmuqdN8/loDbX2eUpxb+1x2/fkHZX4WNC6toNtcnB3ZmdJ7aYW43Vn2bp1K6eddhrvf//7WblyZb1806ZNfOADH+Ad73gHj3/84zn22GM5//zz+da3vsW3v/1tAL74xS9yxRVX8JGPfIRjjjmGJz7xibz5zW/mvPPOo9/v77bzdWfJYi1zr2XUHdl+JUPI9v5MLOTCkjTmggFEI3FK6UGb/Fot96XGZpOKx6mj3x8w15+m35/DVx5ciREFcY3DVj2u8lTO124DVRfcoyrhZQwiRbTESd2EXCQIOWsEV6Xtw8SC4AnjSwya8j5Y/IwlBseHdVNhXGtDrN379juWjeMT9Rnef/9NlF1QVYp4UtoWNCNw8uqf0rlyjMFVK9j0lbX4z63gmBtupCgsvW6XXqdLpygpCxsSMqI6KcoOK/ZdQW+sxMT/8EpVKaoGay22sFS+otMpue8hh3CftWvoFqHESO3JHVEntSU0FkcL2szEcyONW7LlqiSOZSUkjaSXiWKrFsDxhkmWvNFXLfzb80o3Zes1755Klr4Ra17TgaJF+oztkwVbZk/jzDPP5JRTTuHEE08cWn7ZZZcxGAyGlj/wgQ/koIMO4tJLLwXg0ksv5cEPfjCrV6+u1zn55JPZvHkzP/nJT+6eA1iAXLojc69lxCCyYPxZep+WpWfdQta1RKrO0RZvdWHUZNkY2mB4f4rWgkhMrBPmKgobRRq1Aw4jLogHDQ3J1ZvgsjRhLUlPbi+hRKwNT3AT460kueqUuoSsxKbuzoH1ghREV2dBaFPlQ+cDwtw01rgwUb2FzgIDxv0AQVm+bJqyaOSvd+AIBX3nvKFnfX0el8nM0Lmo1OK8xw3msGKwElpPCRpKl/iY6WkMasM8y7JkdnYGr57BwON88EkWneDuHF8+xfIH3p9l/X044PKrufwXt4KEVlJ2xPplFrgjpD5PBtVQFmR7isaO3EypHEitvXyjp5J4TsKr3fJKhVp8pXtqtP/siPF2yGrb/uJRbzay/dCiUWvh/E0ymSEW6rSxu8YF2Lx589DybrdLt9udt/7HP/5x/vu//5vvfe978z5bv349nU6HFStWDC1fvXo169evr9dpC7X0efrsniKLtcy9glEhJiM/35EVrW2Cbq9bx6QtIMKGLCitB3TdHioOlB7KoYF7LMtgQqBTpygxMYat0+li7CBYyOp5+xi7FmKnvDfYIrrnELzXaFVRvIItfCj54RrLDhobl0eh4iql7BShR2gKmNdUo00oyoJOp4iB6yFzNbhNw0Gl9V665YecNziG2/cZr8/kXN+ybbrDz7au4cjJG/nu7Ydwwn6/qM/Lg1b8imc96ct84nO/AQir9AYG/UFoEm8tznqsd1hjsVbwEFtFKd4r1pha0EJwJQ8GijXCWG+cFStWMtYtEVUUGy6BWApjmBxLli8Jze4FLGYo8aPpRhFczEFYcydUjERhHH/2YYwhYdV2nUKoBxw/T1a4IWNba7u20PS+NVZrBp7GwjZ0zwr13EZF21CduNZ47XGzkMssJgceeODQ+z//8z/njW9849Cy6667jj/8wz/k4osvptfr3Y2zW3yyWMvsVaTMuLaAMm3RRPNQq8VUK1NutFJ8yqRLYyrUomYogaD1b/uJWceMJUvWPEWYXGlCajFlBbqFYlSwUtbrqXeo98zGshxIeNiHvpixCKtoEFni4wM2yDoVxavHa2r6rSHzEVJtWYBaeFgXOhsgyd6msUBuiBsry1RINpiAYoMqjAmuXPB0i4JTrrmKj6w8GsYFPxC29Lt0y4pjpq7DCBw8dhvfvPUQHr3vNQAU1vNrR1/Fzbct52vfPopHj/00uBttiYqn6BjGxnsYIxRFFIxiqFyFzFlsUYAM4sUKpsw6AxZh+dS+9DolW351HW6wmds2bmbgggLq9sLNY0XBxlIo0d0ZWjf45j6aJ95G7asLE1ryeFw0n2ncNojERgX5lhqrG4ppEHomCvNawDXm0Po+qDcZcn1KHFtDT9Vm0dA2beGeLrFqSL7AN78LnkbEeW3uHWMYnl9aT4bf0xximGfrfWbPY7EbuV933XVMTU3Vyxeyql122WVs2LCBX//1X6+XOef4+te/zj/8wz9w0UUX0e/32bhx45B17aabbmLNmjUArFmzhu9+97tD46Zs0bTOPUEWa5m9BgEmOiHXsRZYAmKDYEsPl2TUSg+GlL03z8TWtlRIUzIBqOtm1YVKoWk1VQ+j8aHXPNiTYGsSArR++BlCYJMQBIM6hx94VD0ilunpaar+VrbNztZZoOBDBwFJD2oXLU2CS1Y1QnuoIORsVJWheCyilBicC+2sEFATXJmh5q6P7s3YSB0wEqxaZVlSuUHIFq0FQDhhwRLn6R/ehRXhZK3cuJnpTsE+K2bpe0vPOiaLOT5380P4teW/YswO2Dw3xkS3z0nH/zcTmzaz7LotIZ7MWnpjY7WwDg3jPbYwVK6PYChsyHxVqWL9NxDxWGvidTOglltuvZlZP81g261s3jbDzFxIMEjFZpMr1IgG4VbfXSlDI9SYEyPBmlgLkZ14UMVrb0dkicQ2YVFGN65VabtJww0p8RuD99pKXvBDIqiN1mJNh8SXjtzriVTEF6JwoyW4dFispXvZp6xXWhbb4WGb+cQDSvXmUKgczPZh1mXBllmYqampIbG2EE94whO4/PLLh5a96EUv4oEPfCB//Md/zIEHHkhZllxyySWceuqpAFx55ZVce+21rFu3DoB169bxl3/5l2zYsIFVq1YBcPHFFzM1NcVRRx21CEe2c2SxltmrMKJNJwAIYmkBy1n7sWpaBUtH3UL1eslK17ylDvCWGAxer6y0LWh1IH/zcfNZEoExMl2R2nJTecVLeBKaKH6qqh9dcCY+e8N/xhgKGqsImrJJZWhf1tjwoFVw8SkuBgoTHv7eB7mg9GNfehPFZoiFU1uFeLZBxaAPikMRjBhcFZIcEKEogkVwzcwWGCgUsGnVFMsI2VTbXJeenWaqnKWwyp//7LfZ8qN92Ke7jT996oWU1vGD7v24sbsf62Z/iC1SkeAyWNQMMaFBQAo0Fvc1SCyfYRFx9bU1Yuh0OoiBQVVx64ZbMDoTCuF6h6jBt917URCFuEBP3ckhOi1DtqnU94HUyr4tNUb8i6RzG2+dkdZj9f2mI5u377eWz7NtxE2xkG3BllZPMXL1sNJYiJP1q/arh1tvaN048VqLto6qHse2ypUM/Q7R2kdr/TZKSHBRoD/TsiRm9igW27K2MyxbtowHPehBQ8smJibYd9996+UvfvGLOeuss9hnn32YmpriFa94BevWreORj3wkACeddBJHHXUUz3/+83nrW9/K+vXr+bM/+zPOPPPMBa15dxc5GzSzV+Frq8hw5l37+WdaLxufl6LB05U8XKZlQQhlY1uWupZ1QkaWp2fe0H7aD+G0r9Z6SnwQmtQayiHGg1VMRzBGmZudZuOmW9m6dSPVXAXOxj+OpnafGivYGNHuNbktowjU9JB2sRyID2VvfVCzxlqKwtRV99MD1cVYN4/HaQUSslSNaVyLzoNzSmFKDAXqBe8tiKU/J4QGomlehtm5gpvnlgGhvpoRZdPly5HKcPu2ZfzFp5/F5dcdxO+dcAmbD5vgo2MnggRLmndKp9ul0+1QdAr6VYXzHq8eK0JhLKKCkSBgbSEUJriGna8oOiVTU8tZvmwZ++67ilWr92XZeAHJSuWpz2v686j1/4O4DYkOMedUg6vUoBipwosKIfxrUIyGor9oU4olCJratgtJ+KmEey9l62pTFiYlgtTtC+J9036WpXvfxn9rQQZDXyCGSGOkDhyt3xUZuV9T1mtd6Lc2+4VfEmmVIUn7lOFdDQnA9I+0BF9mz2Qple7YEe985zt58pOfzKmnnspjH/tY1qxZw6c+9an6c2stn/3sZ7HWsm7dOp73vOfxghe8gDe96U27dR53lmxZy+w11IJIhh8Wo7aO5K4ERr/kD7k+awvCyHhALX7qMdO+mb9t/e+IxWShelppWVEUmMJiy1AjrD83h2KR3iD05CRkYUocWOLGqhqasyf/VXKrpZf60EeTUGLDE5qsqy8orGI6FVXlQE0s5hoC9414QlurDmJc6BNqhI4p8SpUA0eSqCJCrzeGsXBgz/HYK27i6/ffH7USLIhWGLfBwmaNMnCWogs6CCd2dq7LQw66FoBfP/QqPnjtiayYWs7mzVspig6dbofKzTE7N4tXjc3ZS1R97JlqEaNYG2PdPDjv4nEYJrsly5YtY2rtSsYne9x6+xw//dnNLcGtQ9c8mK3iBaxd2uGMhvNvos2tub7JVZkuruDRBbqq1+U7YkxjOzmiuackXsWGtkYa3qJxdabxd+RWrF3z7UHTPpTh34+0MxleNDqejLwfTXCQeT801reFGkZkMrvCV7/61aH3vV6P8847j/POO2+72xx88MF87nOfW+SZ3TmyWMvsVSxY9LNF+yFXb0Mr1id4/Lb7DT89wNrWgzq8qPWAXHC7oadUM4v0mK89XPEB6qoBrl+h3mBsh7HeOHQN1hQoIVZMjCf5UtWDcwRrmwaB4GKB3UZQhnITA69RqIUz4n1FXz3G+Nj0vABVrIkN4Z3SKYtgflTBOY9IgY+C0Vqh8i6UGVGlco7SdhAMT1p2K9veCpedsZpytUMV9ulsBZRpVzI908Fts9FtLQy04OIfP4Sj73stX77iwRwmG0LR3bLE2pTAEDI8u52STjlGt9ej0ykZGx/DW8vMYBpRR2kKnPO4vgMMvbEey1btx36HH4FZPsWq3hgrL7+Wwmi0SknTz7M2GzXOb21faKAOi69dpYyoI63jBYPFz6DqqDNAIWzriTeeNpbW6NtMcpAk0GlUlI7sq6ZlvWqXA5l3X7bWG/p8e6KppQ5Ny6pXrx5PWR3rlrJOkygdmceIPpzvSc7sMSx26Y57O1msZfYq2sJrIauCjiyfJ9QYFVY0DzJpNpL29q1td2Z+ABotMsMbNj/bogD1VP1+dPOFCCmvBapCYQy2CB0GbEGMQ6tCRl7ddkqxVmOiYIy3Uh+tOCFGregKzrn6oetjkLj3FUjK7AsuVe891UBRCYVkQ2N0T1GWwf0qghjBqsQ5WIwxuMqx6cH7o5u6sDr01+v7EkufgS8ZGxsw7ZuT07VzPOb+P2WsM+DM+3yJuY3jGDNJ2SnwvmLQ7zM2HmrO9fsVaoTBXMXcoE/lBnhjURP7dsZ5ex/mO3ADKErMWIj5m7l5I7dsuBlvkjVNo2W2UQ3h0jeqRmPZj3CPpIzZ1lq1ZSuYipIYr+MmGb7nhixYKs1e42Ca4tMIWb1D993IvaXtH1r3cVs0tTMx6/s/3dMjvwPzvngsoAcNjTirVxkxpZm4X9Hh/WcymZ0ji7XMXsNow+xEOwsTGHqIpYeUji5ruThHTXW1R2xUa22PtrUvPRGFkN1XL2ySEkSEsigpbFEH7TtXMRjM4bSi8tEKFNtKoYrGMh7BuOPrmCaRkCnq69ISghA6H6iCr2LigPoYixbPl3icjw/ZWNdNveLCjjG2iDM3dDpdOh1b11lzLpQJERFc5UDgpnKKLTd2mV7pmVjZp5QQRj5m+kHQxIPvTVeM9aG04fOiJ9AtYwxiEC5V5ZmdmcW5AUVR4nxFr+yybc4zGFSx8C9RbBqwIYB9MJhj25YtbNs6B7YD3Mbcbbcxu20aGy9SMFK2nJptV7PG2LIhn6GP99OIQ3LIdBtj36KKqb8spC8V9Y8tu299z8SUhGhlMykpQZv7sD1ImpoOD9zcesSvCO0vMvO+edS3yhC1EF1gk5HvNkOxoo1Vd3h/Qsworc9NZk8mWNZG1f3uGTeTxVpmb0KI5RS0Zd1oPTBGrQXSPICGxdTwz0OZnWnZaAZpHH9oOmlfrYdg20LnxQ+LwiSmRDC2QMSg2hJTfoDzimBRqRBMrG7vQG3IkIypdE0XhVDeo7HYhJ6eIsGV6RyIDWU8qoEJVhxRkCJao6Bjg8VJvaLGACXqhf7cgLLoMhhUoe8ooXG6WMvs9AxeQjzZnJbc0h9n7j5zjBfCtukSU7t+hdmtJcW+s5ibOhx760Y2LJvgB5cdzSMOu5aJDftTrOqG5vUaXK/qlcllK+suDWoMtiwYq7oxG1gpjKG0UBQG6VhEZxEdUM3NsmnT7VQzMxQdD4VQlIbS1o276rmhQaAFiebjuQxCTsRRR94DQ1ZSUVBLc/e17x0Br3EfUq/vNQhrJSSzpBoZXj1go0VtuIDuUAjcQibkFqn2WRq6/p2QkRZUrd+NEYNzyxTXEoNpLkmcxVOSynLUt/7w4dY/pyQFA1TkB3Mmsz2yWMvsfezgy127bNZQCS3mW+DaxgUZWW9oV62H5vC2o/aGkR/nzTMVcDW1pQm1dZyUSLLmCWiBiA0WIDXRihStNjGJwA/ZbFKph2an4UGt+ArKjmCt1m5Uohs1uOm0OUhjAYtznn5/QGE7weLmfJibC6vYoN7o9rpsnB1jfKZPObmN3spZVGEsJhhsdl3GJgeUh2/FXT3JlbcsZ2rNFo57+OU4wB6yjLGbl9PplXQKi3PQH7goZMGLo9frUpYlWzbehveOjg3JE9aGDFkjlrIMbtPbbruNTqfD9Zf/kH1W9Niw4aZGeDVXoTlf9flVkArBQiwWnKRd/a+4YImrbWLp/6MXOlnuNO4h2ZhobdtWROG+CEKmGrp3FrzDdiB4hoL92/d9rcwEGf3WMTreAha3oVCC9heYdAuOuEXTZ0LjQrVDlaczexpLoXTH3kwWa5m9j9Y3/dpytpDlIaqxhYTYqBtngedt49qRlrAbGq9xX9UCoDXugs/xeQtSY3coyhJnHam1VFM3wYcAdgOojcIpPPW8D4JMCCLQmODkqyqHEpITfOUZ9AEKUpXfoBPifCXZm0IWQ8jErJjoaBRvQr8/AHoUnQKhpNfrghFumpvibVccg44J49cLrAHnDJVaSioKUbwGM+V+a2fY+otJpme6zPULup2Knk4wPj5OWRbMjs1SlF1cFUTn9MwMm7dsZWp5h4mJSaa7PYy1WFNgbUWnW4Rgfh/crNYUTG/dym0bbmL5yi5SjbN58xb6gyDWjAE1IzJblCCQYjkPaYt6jaItxPA1VqRYrLgeRKnLgLRNT+n6aRCUw77C9JNEK9eI4hkSNc291Y4/m2elkuG7qy3cGk2lQwuGxtjOM7NtZdveY3WedW3oGFu7zEItk1mQXGcts/egxF6LgXn6ap6prPVz67OhLM/WA6uu4NASXO1khjqLVJoHoabOAsky1rZsMV9E6sjTKj1ARWJBW0mWlzmQGZB+GF+DBUgAY8qQYBD3ohqsNymD1RQGU4adi4kJCIC1QtEJ4i8ck4+iJFjTNDoCEaHfLyjLSWxZ0umMYW0XpEBMiVPL7KyjP+e5faaXHHfcuE+PDbcuY/0ty7h9dgKASTvHAydvAJStR1SwUtmybYK3v+9ZTP3vSewvh9Ab69EpSzyKUxctd6H2XDVwzM1UWCuMdztgLcZ0KIoiJD2o0u/3UVXGxiZYs3oV+66YQgcV2zbNsHXzNmYHVehyMXSzROtmbeWU1j2kqBiUIp5zRaKrWebdYM222twUUdA353qkwAp1gTMU1BGauYZCgHUGpsBQX40FxX/rkNr3bkuTpZ8kRustdF8umGzQoh1+ObrePAEWT4NPv1utQzY72EdmaaOL+Mpky1pmb2Qha8CoOBtdxshDZmcfGnfx4bK9XUn9NA7WGJFU4NXivQvZjqrBBRrFn4iLhWglWlc0ug5MTESIxVxtkiOh7IVai6tiHTUDqKFblsz6QS0uG0OLUHY79HoFHTvO/e5/CPc/ZJyB24Zx42zbton99l+NFDAxsZIrf3Yl4+Pj/M+W/XjCY6/guEOvZ9+xaR66/GZ+NbOM/922khXjGzlsrM/B9/0OL/jp0xiUgr9/xfjVnj968b+wudfnf2ScfTatYb9Nh4TeptWATmEZDAb0+328h26vpFN2sVYpyx5F0aX0A5xWiDGoBstYb2KcQ+53GMsnO2zbeCvbtkwzOzfAeyis2fGllFjWozabNj671Lg+WNSi6qir1SYX60Lfi7U9/NAP2k6vXKD4WGPNSj3CdvxQG4qdHBFU9SG1BkgdERYaZ1R8jcZ0DmVja2vo9j62M9ms1fZcsht0ccliLbPXkDoFpMdo26u0UIboPNqWifiQaVsjZIH1xAxvP2rVa2qvNU8/iVmNzfSi1Sb2ngwCLATTmyJkMnaLEJTvqz7qwsNf0zGLgITYtqpqvouqhr6exoTWT8YI3nuSgDBiQ5JDnIj3FdUg9rpUHz73ilOwcc79fh/T7aK+z8w2w8DNIj64TftujtmZPv2BMrVikk6ny74TW3nVY78ydJr36dzKg5ffSqVQCBzecTxk2bX8aMtBsI/j6BXX0h2bA2DANm6auoo1/UPZx6ygP6jodXugSjWAzVtmmVo5QXe8w+SycWxRUhQlHSmZG7TabRmonLJ8v/058JB9mNm0jJ9//0ogyR2pbVRe6qpmmNoxKHhC0d22FSz1xwzXbb5VNAmptkoSUYbsvyniXlt13ExoJ2BoWeTE4+ONObSnlgs2TWFBsZXuxagph12m0QJcH088bXHgdAgjvyI1C4m/BVtPCa1M5WYcTZ9lMpkFyW7QzF5DctUkfTXPISXNC1j42/0Ctvf2A6dtVWg/oBYy16f8wlQmQ33ziqYaiE60dh2QkA0a65wVBqxibRHdlRW4WCdNNMRYSYEtQtX+0JJJGvetmviNNwgway0iipECa7ux/loXIwUinsFgFmMGWOOiRSo8WYtOEYWGibXTptm8aTPqTegOag3Tc9twvkKpGJuwiKlYNXHzcBFUBeeDC2zgpT53hQltp6iEq/5n9TzrTdkbZ24woNPrgcLmTZsZ9OcQ6+kPDDPTG5mZ2cpgMGAw6OPcAPVRhJmQcOC8Z1A5ZGol3RUrKUuDurBM6+ulpB6tkASMoBi8Ck5Tw/RgSdMUy9eK+qrvhHgNUp269FnbnqZDQYzh5qwbnCOIWiS6t9MXiFp0aby74k2f3JdDImlUALV+KVrfH5qP03ITvwhos9no+gtqq5Hfj/RKrd/ardna81Og8sP12jJ7GLvL57nQK5PFWmbv4o5ia4ZXvpOD1w/f5ue0fHviLgSjt0xuC0nJ6DJLj3JFW+Kt2VZ8aA7ZrrSQLHR1f1Cj2CK5TTU2c2/WsYWJ9dkMRgTvHN4P6pg3Y0LD9DBxwVoTm6YLRjymAAhdCIwVZudmg0tyUFENXGw7ZZibHVBVDimmg/sQwcTmk/983QO5YvO+FFEJVMCv5vYJQm5GWGW2DVt3tIS50MJqdmaW66+7gUHfYQth69bbUYRlq+4zFO/nfajzVhRFzAQNZUm2bt7E1hs3sO3m25id3UrlQmN6ULwWUYBJncTRFluqgnqDehNFcDge9aauoUbrGiq+5ZJurnn4JPY8VOp1vTq8d+Ga4fBUoXtEbfPSofuM1t7qd3E3nuH7VEfu1+3du6N36UK0xda8L0Ct7YcG2p6lryUG21a7TCYzTHaDZvZq0kNgaAHUTwZZ6LOF0Fjd3zeWh+0mLNT71VbGXWg31ODjQ1ObzT2ImtB1QAvEuPCwTk/dWDEiNFoPzdm919i8PYmTIPK8hoJr6i0YjxitXXAiNli3fEUKZPc+ZpAKwXqkqTRFEG3OBaFH2cHYDoUt8bhQJgQoiwIjJbbs0ik79MY7jI33uNHcTruEiYjwvIN/Vr+f9fCzgbBp0AFgrjQ86n6DofP+CPMcevsUIJbrr/4fFMPY+DhqPL0tc+yzen96kxaNTd2NLSlNJ7hwveI1dDoQgZtvXk9Bn7npjWydnqHquxi3B1DV51TExA7qjS1M1Lau7AAhtvWSYIIK3VEFUa0FoEqywAGqGAXfEvCiKcGARojX96iiUtXnQevPpHnfEnDaettuIzV0g6Z9xOV1FOOI9bMWUSYecVomC409vIvR5e0sVbQRdtpe1wR3f7LmZWPKHsgixaxl/3ggi7XMXsGovQqiO0iaz+/oCTDUxWChZdosUx/CioZXbv0oQ8/V6JoKDrUUuN8eO1k+RH1MFgCR0FHAGFM/8NRrkw3oBQeUJpTcCGPb8LMMMKYCrfAahZ5J+wxKU/HB4hTj0YIITRahMH/nHN4avHpUDXODip4BUaGqQpZlxwRxY6wyNTVRn5eJiTF+vXfj8HWKBWA9MFC4phK2qbCsqHB0OHb1HA885HpibV+8wi0bDAcdPI4tlcl9xujPCMbCXNWn2+vQHRP6W9eHtlmqGGsw0glWs8pRFgXegfeO/twcGzZswDJgtt+nPzdHNajwTnEeHCbE8RltXICx+K5JmZuauhBEZ2nK2gxvojvSojGbNlwrJRUn9mjd1L3ulaBNr1B1hqaOW3MTeW3Z5tLArRuoXQS6DuzXdB6b+y5Z3YwwZKWNe6pFlLR2f4cCKq0jQ4uGsk7bGaNhUq1DaFnf5n3BymQy2Q2a2TuorQrth4o0D4i6asLIRkPuofZ621tO87lzzcu7EItVueblYmP16L0MVhuNy33cpgr/+rhesMdIzNC0lLaDkSDWnCZBoWjrN9fHfp/BLSXRLWUQIyguCC4N1qN+3zHoe1RdFFXBKhfOlbTaEAliinCc6hBikoELCQlFp2B8bIzJ8R5lYRBRVqxYxvh4SdmxdLtdlq/ch5/99Oh47upRMQj/PSdc1jfc7IRrpvdh06CHKly7T58D3Jr6fM9Ol7z1fRU3//Ja/MwMVTVDb7xHt1fS63YRHXDD//4SP1vgvccNqtgL1OOdp9vtYq3B+wFVv8+2zZuZm57DV0EUDwaOynmcV6pKcc7Fnz1VBQMPfQcDp1Q+rOcUKm9wXqhUqBScC9ZH55XKwcBXYV3nqKoK58O8nPpwLdK9oMEdmu4L75ubTb3iXXz5UG8v9TlV1TiONuPF7b0LXybSPZliBJ0H17qv632mZa1/a0NcW+DF0LwhY3J72/oXsfmdaf/utOPkhBELdRpPyEJtD6Xtbt/dr0y2rGX2IjzUVhug/quf2kylZUoTZ9N+oGyvPpRvPYxGH0jej7hD0z7b7qIW7RIKaZ/pgZUsJz7aWwoKihAkhuKp1DOoPBUuPDidC4JMQnP1JIcQCW2SjA2iRDUkNVjBOwWjWONjowIfBJiAQyBmdooJDZZ8fLpaa+h2uoyNlYgtKbvCqv33oT83y/RcH7FCpywZDGZxzuNnO/zXxhk+s9byBHSeK9TGc1B5w7uvPQEbz0HfKwevPpRf+e9R2Wl++J8PYLYPg6pidmaWjbc41q7dh5npDfRKS2HnuPXm21jWm6SqHP1+n7lqQFmEG6GwFsXjqj6+6jM7vQ3rPMWyMZouoBavSuWhn+6FdD8Uw+KibqTeeIipa6/5RpCSLFnJTFRbnXTo5kjxcKnvaLpf0zX38eZrP7DqfRNEWbKite/v+p5Ou2/dl+37tL6f2yKpbSVrecPbn4kOt6kafZ62f6/SfmtXaGu4er/pd4FMJrMQWaxl9hrqoOehhQw/IO7gadB+ENZWAz/yvv2NT1v7bPlvamvBkBli5GHZEm2QrGpQRqsPrQe4xh0GK4UMDZHGNCZYsCQG9IfWUbFtUh1jl1xsFsEiZtC4c+vzZEmZkakshcYnvhEouxbMLFu3BbOMtQWmsFTVgF6vhx0rGAzgX6/bTGdNteA5V4Xbpjt87KePgYlmuVWY3biRI+cezoeu2MDkim2svs9Wup1x6OyHyC2U3TFcNU5vzIV6cZUyOzfL9Mw0VTWgqiqKQmsLVFnaUGNOPd47XOVCEkXsvhDErDKoYn9KCS5CY0ArWtmM2rqu2hJrMnT9fRJt0hyraVul0rZDrsvwQyrqbNK8Rs5ZuvDSElcLWR9SyKGObhu3T18UktVrnstz5PeofRsLjUhtC7D2+EPbte/9tpUtzaslHHV488weRK6ztrhksZbZa6iFi9TPzeFMNRlet/659TBJD9UY5tWY4gkDtvRYLMERFnht9iUSLR5pTi2XZTuGJz302rFwwToYBjNSYEx4aHsfhEmYXhAe4iV0NVCpyzuICZ0OwIL0gzs0Si8Rg1iiWAuzaKyJMWNTDKGhuIIM4jJLKvza789SAW7gmZ7ZRrccZ3xsApUKI0J/bpae9JicHGPll2f5/oOWoYdEIaJSV6j/1bYpzvreqXQYsO+yJvvTC2w1hlu3dPj1E0MiQvcIwcpDGfS3smzfCbZsvg11lsIO8M7jncMUhqnlU5Rlia9cFCuhO4O1lk4ZkiIkFhq2xlDaEhWCJVBDj9QKwjlqoa37x6REWahr3apqcz0hiPsk4uO2zjU3nbb+39oLIo14czp/rYXiv7TZfB6+dX+mudT3s2+NGX9fjGmtm36UxtJXk8ZaQNC1hWN9PlrCcGj+2hovq7RMZodksZbZq2i7gxYUZKPrt6xSbXdmW+QNffsfsazp6IOo9UBOD0sbH2rJnWqE+S5SbVkVlFgbrMCYUBbCeaUsktixJP+Xdw5jbIxZC2U5TKtTgeKDSKstbBK2x+O0HzIhUzR/9JuVnXBA0ZgWRI5xKBVlYZGyZHxsGbbYEvbgPN2xgkF/hmXLlrNs2STOO9Yvs/QOmq1ncptTVlphU1Xyfy57CmDwpRm27gj8wU1K9x9X8TuvWc5+azdxxNr7MzU7jlmxmok1+/DLS7/H3JxFV45j6DA+NomKYsuSsbExJiYmUKYpCsvERI8tWwYYayiKEmNsqFmXus4TEg+8C3FftdiSlhiXxrWerGS1WPG0BG/rHmld0/Y1huFrPyRgZIFtFto+XarWfbfQ/r2nrYeaLw06vE46794TWqZRJ8LW3yraCQbJvdoWrfOm0RJ96b20Plrw8BawEGb2IHShP2y7adxMFmuZvY8d1Vlru2AWXH++waNep7ZGpP+13VJQFyRtC7ohK0h6QOrIQ2xk/4ow6Pfp9/tUrh9domHiqiFZAIKLr6oUiQJNfXCfGrGICU5VY2IrJbGxNEeFNQWK4qoKcJhoTlQxOKcU6kGqEL+mivMVpRpUHbMzfXAFm27fSLHSU/Y6dLtdJsZLNm/eiDElVVVRuYr11yqbXZetrmDSVuxTwLVzlif852moC43LrXW0EYHNpmI/bN23dJPewCpdBdOzFPsoMM34+ComVyzH6Gr6vseq1fuxsdrG5MQUk5OTzPUrrBiWTS5jZno6xJN5ZazbY2xsDGst/bnZeJ20LsuCtAqz+mFRErVM3bXAmNbtIq374o5oi5u2haz181CMZXvMliU2Ja6k8zZkORvZrt05AEY+S/dy9JAr1AksbataarTQdn8mkTlqYdvOYQ+5U4eEpDSFc3Ppjj2TxRLbWcAHsljL7DUoNPnN7QfIiCUjPpcaaxrNv/WDOomoltBKlg9JlhZpRFr7AZrcqO19LvQwra13rXGTAHAuFEhFPd4NwEdnpvbxvgoxU5ZQvkMVi2KiqlBSq4ToSpUCsR4xBkwBxqIxMzG8IKQ1hPIboW1SEQ+kj/c+VJfHYFSxGKwxDObmsDLHZn8rc3MFW6dn8L5DpwuVd+xz3RT6ua38+GWOh3Rh3MA+Fg7qbeHa/hSqhgdM3crfPeA/EZTr5iZ51/qH8Ku5Sd71ljF+2JkB4LpbNnDUASvCedo2zZoDD0O1g+kYtk7PMj4+zuaNG9mybRuVd3gNYhHt4KpwXG7gmBs4MAVlp4uYgsqFnqoa66Bp63rMswIl65OJltLRFXakVrZjAWszlEBgWsta99PQ/UjrXor3oDH/P3t/HifJUd954++IyMw6uvqePua+pdFoNJKQBBpJCCEEQggbG4yNuWQvXu8PY79s2LWBZzHGB4aHfYyNDzC+tNhGxhbGxjaHEBiE0IFuaXSP5j56umf6qO6uKzMj4vdHZFZlVffIkkA2I+ozr56qyiMyMjOq4pOf79XRjqCN9GQJ4hIftkzbyz68CNrM+dlzW25Zk3BlHlrS5tIHmLZl1l1XT4I0oJdptosufphxWqXu+OhHP4oQgl/5lV9pLqvX67zrXe9ieHiYUqnEG97wBiYnJ9v2O3ToENdeey3FYpHR0VF+9Vd/lTiO/5N738V/FtqECNESwZq+Z8nylCctMXdm1a7Ma5Nw4SY3k5A2g3uvhZtkTLqelmXAdDTXpn4smfAF1uVwwPOcv1jr3HTCKBVSeomJUyXmPYXyXF1R25QQTTMPmEUjUMmBJcaIJL2ESVSapHQR0KywalVyLQzGSow2WBthjMZXHp6XqnggkMRRhPtqSXQEl1+1Fy0EeyJBZKDkxXzs7G8jcu4ivGroEOvzi6zLV7i0f5KPrLuDzblZDpkaC7Mu8qAqyphqlfKxw5w8eILFhZCZk7PMn5gkrIfMlxeYmy0zOXmChYUKtWqVWq0KQlKvh0T1kDh2KTrCyCXOtRlVKh00olNyTW+NyPx1QJxi+bLIjq9m4+4Ay6rBHQRviVrWOX7g1O1k/zrRsU8271n2L+uTuSTHYOfxs69iyds2N4O0PSVOswmpi3Z0jrPv518Xp8934+677+bTn/40O3fubFv+7ne/m3/913/lxhtv5JZbbuHYsWO8/vWvb67XWnPttdcShiG33347n/nMZ/i///f/8sEPfvA/+xS6eL4h2l6AdjUhXZdV3FISl20jO+GlBC9VCbJK23LHFx1/6TF0GnAg3cQkVUZBeZpTktJDSg9wipewEpl0ulViKj2eRMog8cdyZac8TyKIXWShtthYY3VqIhUoKWjlZnNU0xHZhIYKV/rIWonRMUIIojiiPF8hjFz/PN8nX8jRU/IJch6BV2RoYJR6zeNw3A9AxUIjOaf9lX7n+5W3fH1hDY9X+ynHPtbCxsIif7b127zv+Al8XQDAzA4xfXyCwweOMnNyHm009XqFIPCxwtCI6hSKBee7Zy0IQ6MRoY2mVq+yWKsQaU1sDXEc06jVCZOEvm3qa8YUt8ytbTNdL5GsllHYRGdbGdLjCFpK0lqD00I7kUzVsawqy6mJ25KoULt0Xdv4zPYtczrN95kx3PTpy55H53fFti/Loo3IZVW/jFqYPvx00UUX7TgtyNri4iJvectb+PM//3MGBweby8vlMn/5l3/Jxz/+ca688kouuOACrr/+em6//XbuvPNOAL72ta/x6KOP8rd/+7ecd955XHPNNfz2b/82f/Inf0IYhv9Vp9TF84CsSpadWNv8bjKTVOfk15zEkm9FZzLb5iRqE8KVZtbIKgcdk2DW1JrdJk0N0Vm2SgjhzJlZlc26agNWWiwSYW1zknf7uhlSJE5zQgqEUEldzAAhfGfqswZtnBnVEqOUQioPpWRSJcHlZDPaFS23WIR0Rd+xgljHaKuxRlOraxaqEWFoMEYQxRYhI7A+Sil03GDNesH+yVEAzvYtpeS6zjTyzetxNCrxjqdewbWPXstcHKS3jJ9adQ/FlRPka/1cos5xSpkNkTKkPDtDtVJnZnoBYw2xjpz5U7uSW8ZqtDaEUchiZYH5xQXCOMZgqNQWqSzMU6lUIa2bmgwC0XbdTz3G2t9kFjTlVKfStZG77Gu6uxXtzIj2sXAqTmg6yFz2AaOTaHYqWJxiO+zS4zX72dGfJmGTmXWd59a5XLQTuWxbJvvXVVFOW6SpO56Pvy5OE7L2rne9i2uvvZarrrqqbfm9995LFEVty7dt28a6deu44447ALjjjjs455xzGBsba25z9dVXMz8/zyOPPLLs8RqNBvPz821/XZx+6FS5ThkRyjLr0kkQnlb6ypp1Mru1tdlcv4zysVx7Kkm3AYA1zjm++aOVmiclac3QNBVDqiq11qWdt7iUFTilzLay4DtympI/Cc36lzr57COEj0zqjxoDWlvq9UbzhzSOHMHLBcNIpREqRJsab3x7xGP3n8H/feRS8plfmvXFBWwkKXlVVDNNhuDmuTVYC1+dWcP6/BwAU9WIG79eolDII5UrMu95jlgWCyX6+wfx/TxYSSNsoOPImZCtS4GitSNuiPSzSXKZJf+MQScVDNLkwae8R8uQ7s5733xdjmll9rbp4Oog+8ttf8oxKNq3PeUYE62Hgqba26ncLT1F9zl52JHZdZl9sg83y6mL2dNJuWl2M5vdj7bL0UUXXWTwA0/WPve5z3HffffxkY98ZMm648ePEwQBAwMDbcvHxsY4fvx4c5ssUUvXp+uWw0c+8hH6+/ubf2vXrv0+nEkXzzeWMw+ly4GnVSAym7jJSeCy6id/Mp2UMhNV1kSqM+9takHsMD9lzVFNc09CtFIFUFoLOnIkzRqsjZNi7u4Y2kpsMjsa26rjaTMnaYwliiLiOESbBlY0QNYRwgUmWNKyRZqmpOJoovsTJLkbLIgIYxuJQ7hLLqukpJALkFjiqEGjUaVWqdGoNajVq4QNQxxrBJq1Zxi+s/8sdtcVsxoWNHzu8DawkmJ/3HYfLuk7jhBwWf+Eq2sKBPmI+5/Mo42l2NOHUAHVissfV2vUmJ2bI2qERI0FlLQEvpeQCw+Jy1cmhIdBoHWEjiJiHWOwaBsTRyFRHLsACmubpZeaQSCpMpvw4PTmp+WiWkqTq/fZ8veyS8ddGztpGfyyStQS4pJRzjqV26xZ0dpWybJOlSt7aJvGnnR8T7J9zSI9ZZN9eDEdfymZyxLBZJnsaDL7Pv2+pmqalKJ5nl2cprDPw18XwA84WTt8+DC//Mu/zGc/+1ny+fx/vMP3Ce9///spl8vNv8OHD/+nHbuL5442/5zscpYhbMnCJSqEFc0JOjs5tikIHY22/bbY1mvzkMns0wxEWGZbS1aZcZUCpHCmTWs0sdbopNi4sYAwSdSmSFSkOFOaKCnELhRpDoZs/6UUzXQdQqRF3FMtzyloze5LV3vUGI3yFF7OSWG+rygWcxSLBUCjlMTzFJ5yuc76+/vpKfUxtd9n0F+khqEkoVfBr2y9d8l9A9jf6AOg34uQie26UfPI+RrP8wkCHyEE+bxT1LTWBH6R8fFRhgcHCHwfJT2CII/vBQSBjxQK6TnTrKu1qYmikFjHxCbCaJ3U68z0ZZl71xwrdvl73NxW0sZSTkWCOpFVaAUZJSy7TraPx060iGPmc2aMtm2T2al5DNvqQ/Z7ZLLnnPnuNK9FMgybRGuZSXY5Etb5Pe28Fl100UULP9Bk7d5772VqaooXvehFeJ6H53nccsst/OEf/iGe5zE2NkYYhszNzbXtNzk5yfj4OADj4+NLokPTz+k2ncjlcvT19bX9dfGDj6czoWTViDa1Ylm7T6uxzlQO2UlpuS+PTZvIqh+i/bipKtNsMpNkNdsPkUxlreLdSeNuaULWnErjyiiltSRTQub8t4y2joQm1QmUct8lpVKH/MwxRZI0wca4CgbgewG+L52fnhDJJKsxNiRshCipsNZQr1exxERRg3+5u4ef+PgYFaX56Cv/nk2+xU+O83BjkFWrp12/mlcNJsKezCeH3qEaga+cUiMl1UoNgSCfK2A0DAwMMjjUi0Dhez14Ko/nBWjj1EhjDFpr0uhYo12QQRQ7ouau7VKVqXlll8ll1rxFS9hHspzlx2FWKVvyl22v85XWmDslWTvFvktMtcv1ueP8lvhYdnY12+fOQ9rsh6WH6kSXmL1w0PVZe37xA03WXvGKV7B7924eeOCB5t+FF17IW97yluZ73/f5xje+0dzniSee4NChQ+zatQuAXbt2sXv3bqampprb3HzzzfT19bF9+/b/9HPq4vlD6vTfmT9NZt43zVuJ0tSWgiBRQqx0xMl2kKrlfJnSyUqKZSIJMxMaIokA7SBunRF1bp1AWIMUFiUhjltEzCRO8UIIlBLNIAUAg0FjMDhip7XBaItOzGNGO981meyrlEJKkSgkLvITYiy6qbgomaQIkU5xk0IgPIXnCyQGbQxSOsVLa5BSEUUR/3JfLxbB4HgZJS29SR/nY48/m9qBEOB5NFVEgE8fP5vHGxIDnBfEgDMr7thUpjy3yInJacK6M49WqxWEdL559bBBvV51Zl0RgnD7NmohYRijtW7JYkIQhREL84ssLi6idVLkPnMTlpRX6rznmXt9KsKWvf9LBkv6NqtEtd3/DuKWHStP17RsLe+McAaaPmPZMmrZtoVcej7NB5PknFNzp+jol8hun3zuNP93Xp/lvq9dnMZ4pmbN5/LXxQ92Utze3l527NjRtqynp4fh4eHm8ne84x285z3vYWhoiL6+Pn7pl36JXbt2cfHFFwPwqle9iu3bt/O2t72Nj33sYxw/fpwPfOADvOtd7yKXy/2nn1MXzyNs+yTYnAhFa31KyNo4VQepaq2g5bQtOibC9EMmy326+3KqR9qfJb87HRNdijjWRLEm1rZZq9IakvyAEqkE0qY+Z14yUbujJF5pGO0Ktktpm/2WSoA0iKTuqEwIjxAkCXYNysgkZ5tMTLEGawXGODXPWohjZzrUxjrCpjVCShr1kFgZqqErcfWiLfs4eHIY3VNndd7yD9NnIKzFiqW5xUKrKEjICRhTloKwlGPB1+7s4ZKzpgFNrV5jrjxNsVjEGMPU8WP09hbROmS+PE8YhSzMl4niiDgW1KMGJslUrHVMHAUuhYlvET6JadmiM/c4Kw49ndmxeQs7CEtz+XJmvs7Bl46L7IEzZsWsqb2zc6KjkXT8LmeCby6yLTLa9sCQtp9AyqXnlbaf/V49bcCM6PiuLNPPpp9bx/Xooosu2vEDTdaeCX7/938fKSVveMMbaDQaXH311Xzyk59srldK8W//9m+8853vZNeuXfT09HDdddfxW7/1W/+Fve7i+YKx7uk/nSNOaZVJJ7F0Yszs0zZZZndMGpO4ydXIDmk6UR7aFLXs4ZLJKS3d2Ww+c3wrnKN7rWEoVyOm5yPyeUM1rNNYjCgvRDRc/IHLuYZAeT5Spf1OIjyVRKcsMzmA80uzWC2wSQH0OHS1RREGo0Wz7JIREmV9hHBlppzK6N4rFeD7HlpHxDrC064igvI8TKQJgjzGCl77Y99h187HANhqA0YLdX5saB//8NDZlFZX20hQOnGfiGC975b1C8OiEFz2osPUqnXyRRDCON80ISkW89hCjlyQIwwVuXzOJQf2PJSUSOXhGY/As8Q6plGvE1YamNCSr8UEvubkzDzTc4vMVXXTp1AkN7mZY2wZItY+YDJqbcdwyW7W9IfLPDy0LcsM2LZanNnDZvZtq1iQPlRY2ollslzgYkaaxKiTgJ7ioaGtvWVI5rLXgeW370SqdIvkfFNPyW6etdMVnT+Y3892uzjtyNq3vvWtts/5fJ4/+ZM/4U/+5E9Ouc/69ev58pe//Dz3rIv/aqQ//imyE81yPjvNSSt5bdsnnSwzfkiZj61lGWVgidJhW5P0EhWjs7HM/lpbynMNJn2Fd2CGQs5Sr8/jBYpyedGVTcKxRYFCeq5MFBqs1UghUZ7CKIGOXWCCFBKpVJOJGK0xOkYJgZUCpEUK5XKw2Zg4FlgTE/g+VkYoT6B1jkhrlC8oFosU8hohBb7vOxOZEsTGsUYlDeed/1Tzmk7rgFHq7J8dpD5VYt4WWL12urn++EQBRI4/nH01f325+66elzMMKFh85aPkjm7Dl9Bf8l2FBOt0RD/wkEoyNDTMzORRbOKbFwQ+UvlEcYivnEl4fn6R6ekFKuWIIMiD1MyXQ6YrltnFzD1M7lPTRJ5VswRtyYzbeEwHackMj1ZwAu3rm+1Cy2dxuXZEq422/bJkKUPMmg8cyXYWXIH6zHciS/aa7We+J51/6fL02Gm07LKqWGa7VMmzdJC5zHbN5XLJ16KLLrrgNCRrXXRxKjzdj3wbYercKausPd1DXDrxZCbIpitUukk6qdm23ZaqbMmb5cxk2sDsQkQ1nOf4zCK5ADzf0lMsIBBYX7haoCY1dWqwMjkPF1iglMLDomVCbrAI5XzdQDulRXggBDaKsVbRSnrm6opqE2GsQBiF1QI8D2MMgVQoz2IIETYgihpYawkCH4RECMHlW6baHIOPxUW2mHkerQ/Qf1eZhc19kMmIk3uihByKuX1slDfe+xr+7vwv40lYpwxT/TVK5V58XyBkzPy88zUTUoBVKBnQaIR4no9Mc9QlLEYmDnE6FsyUQ45NNagsgtU1YmOJY6iG0NAtsrRcIEH2HjYVtGW2SW5h2/JOtSs7zprKklh+/D2t+TVtT7Q+p0QtJUZLiqz/R+N7mXNv8+vMEMN2opZ+KZbvZ5YIL9ksQ0K7RO00RufDxPez3S5+sAMMuuji2SCdrE41IWWVMjIkS2T+b5uVOxSO7G9RmyKR+Zy2uTQlSOtvud+e7DJrIdJQqRmm52KOn4yZnDYcPxExV4HIeni5EsWeHnIFhVIGCSgpkCqTr0rKZkoNN+m6SgUIR+ikkniedYEKqsVArFWkiXYxGqstRruIU2NkM9hA4ON5AUolCXcRzhdO+Ow7WeLggfHmNbq09wS+hCv7jlE+r4/CpgYLZQ9joLagQErCXoHRkkfKK1rqj4Bt/VXyBUmsa0jl1PR8PkccR2jtcsoZq4njiDAMiSJXzSCKQsASxzGLlSrTM3XmFqAaQTWGmobFGCoxROntSVU1nNkwzcKRojk8OghN22eWkp7UBN4kfmLpvulx/kNn+yzxW4bo2I7jtr2eAjY50U41TcqOfbNOcClpa0p5LL0OmT7ajk3a0oosx3S76KKLJrrKWhcvOKTmx/aFmYd6m1G+mlJES43JTixtsJk2aBE4Qyvi1IgkUpBlJl1By4UsnWTTZdk+Z8LttLHo2BJHlrAesrAoyOcFAz05Sj2KIAd+EIPVTv0yab1Ql0PNWIsQBiktIsnqK/EyUlCM70uXENa4HG1GO3VMCA/R9CCyGBOhcSlFhJBEUYi1GuNppHBpMZQQNBohEsu+yRHOOvsQA8LwjfJaxlWdP7rrYkwPzOZ8RLWXSuTa94ua7ZMadabhFaNH2giSDQOMiZEK5ufnqdUifK/A4mIF34uTYveGMAwx1lCvN1zVAmmQUtAIG0zPlJmdjQhD0ML5R9VjqIUuUlbJ1hhJh4XolIGWUb2eSRSjoF39ypoal+Rqy+5zqsb+w4PRdi5L9jsFIcqSqLSZpnkyoygvCVogsyzrcNZ5+TqIXFbJ7CprLwB0lbXnFV2y1sULCiLzl50Um7AZciSyvwO2bT7rNFORmaBSImZMZxZ72n5YsqbXNuGhc/5fYka1tG2W9DONXIwiqC8u4geQy1tKJZ9iQVDI+ShPEBuDjTWe8lDKQwjjan0mditjRCuLPSLxXbIoIfA8RZSkWpMyScuBTCoKeEneMlDSQ8qIfD6fRA661B3pzHv22Ak2XPQkq5Rhow9n5w7z/ocu4+6jq8FzqUGsFlgvIdehYDCIua0WcFWulYTaWjj2RD9xbY4obiCkoF6PiKUlHwT0lHqx1qJ1hB/4eEphjG0qiNZCtR4zPdOgVnVX1Fioh9CInMk5w286CE7GyNcSHpv3tc28+XQTigCR1FpdsupU5CtDttp81ZbtaHOXdpWqc98lG7YvWubZwlnEZWbcivaxmSVdWIHLBGOfNtDAdizO9vkZcN8uuvihRJesdfGCgCAplqRaC5ZMPtkZSWZ2pGPS7ZiAs6Yc0veZY6RRdqn5rO3YouM1O8FnJqhs3xwRyBy8Q8kQFiKhiSLnb1VeaJDPeZSKlmJREgQQSIGnIwQhQlg8T7lISaXQsSHGYm2MMC74IK10YAAjI8BFVPpekDiep0lmBcYI5hcW6ctHWDyUVPi+Rz2O8GJBFNbZfOUR1vSWWdWs/Qm91QaqbKmfmWHAMz6iIskfg93jHhGWNaWZNvXmjx84h7euOYGVGoHA8z0KuQBrIhr1Gkp6aBPSqFdpRDV8z8P3FUIoKpUqx4+XmZ7RxAZiINSJopaSUrU0b1rq67XEhyy9HbZ9XZuJPX0vHIklQ2CyXKupYGUeDMisS8dUlkymxD0dJ1l0qnTpQ4ntZEfZE8mM6ewDSttBbfu+ywVHOEE6ZbGOyWb7aek4B9tSptN2rEjyrtGNCD0tYQXtNvjvY7tddMlaFy8cPBMVfrmn/eVSGGSFjOzmbURNZD6nltT2ptuPvYw6t2SS75xQl4Ns//3SFqqNmHpDo+YFucBSyEl6ih65nE8ukGht8KzF8yRBzkeIiCiOk+PbJgmQEqSy+L6lWMyhY1eiyZWwCrFWIYXnTKzGEEcRRiSvEoTQSCUYWT/DSg9yCSmeiqFn/DjC2NavTgNERUJJU90kGNytGFzVYHVet53bPaUxrpNzoJL8ckYiElt2HMUYYTE2KdauXdktV0bLcHKmwuFjNeohxBoiC/W68wkUopXs9TlBtL/t9Mlqu7lZ7t2xXafQtST9BjQVy07l9j/somCJZ/KyZbKW+9zxIONeEyc2kSjRVmKFaa63p+rU0u67vtBaZnhm3+EuuvhhRJesdfGCQWdagLbcVwmLWnYiTLGMGpcubzaRmj3T12cw0WdNodkIvbZIvQ5VI6u0dWZ/78x91VJcpCMkNUOlrpld0OSCkGJPjmJBEaiYWsNFbeZ9H19JjIiaZEcbC9YgtMD3PHqKAXGkCRuaKJIgXFUFYWVyXR0LkMr5x7mABkE9LrFnepw1Y8eb16BsYFWujOlvTcXevISSwQ7FxENQnVb4jwQc2VXi/L45AGZCn/OrZcSwRgqPfM4naoQIIYgiV3jdk5ZirodioYQQCiUVcRxRr0ccPjrH/IJL4BtrqMdJ5GdyL7NjIr2/bekwOu9j53gQre2X+GR17rsMC8maU03ziaDtMMk9zpgfn46wZfrd7G7HsbMPDVkfyyykbF0LK9LKBdmy7NlOdB6AJYpcVrU7lTLXxemNJff2+9ju6Yb9+/dz6623cvDgQarVKiMjI5x//vns2rXrOdc575K1Ll4w6PRNS1/SCXW57/ySfTrMPVmlrFNlS5WAdGJKJ+9l+0ZGNUgJWdpWxz5LSGbm2M1Gmm205DmLbu5gcMEFUcOy2KjjKcj5gkBJcp4gH3gUcopcziMIFEpKTGSwUYwQgpwfUMj5aA+sMehYgFVgDdbERGEEXqKuxRHWWoyVxNpgpeWrT53Li1Ycdz5pAjb78FQxpn9DmaouJeeiMmGYsLAZ/F7NP85u5trRIwjg/kaBW4MVvH7hcXxpqFYV9VodTykEEs/Lg7EsipD5+QWMti7QwIRMnVzg6JFFtHH3qhE7spZVNgGsaScnTcK2zL0UCfM55X3OkuhM4rQ0stI0B8FS9nYqkniqY7RVKmj+13qYaGtmuUG8DIHrJK2dQRSuHq3JjOPkhJ52Ql1K8JoPJcvs+gyef7r4QcTzJYueRmTts5/9LJ/4xCe45557GBsbY9WqVRQKBWZmZti7dy/5fJ63vOUtvPe972X9+vXPqu0uWeviBQXb8SY7TSxLjDoWdRKl5aL10n2U7SjIvtxEm1Fvsvsve3A61Ru3Y7MqwnKzWDLxiyZbTFo3OZyd0X3WMdQjS91qPAFKxnge5PKSfF6Sz/v05PN4nodU4PsKT0mU9Gl4PoHvCp5LoRDSuMAFafA8z52cBCUUyvfwz5rkl7bsYRE4GsMa36k3fcpw9QW727p/+wNb2VtdATkDnsVYwdGwh5tqgbsWQZ2P/ujfMXzfi1CyikCSC3KARSBQQtJo1KnXF6hWqhht8dDU6g0OHpinVrMIJQhDyWKkiXG+jcvw+uUJWEpeMqSlUw1dcmObxKelhrUIogt6kEI0/djSbUTH/ssqcZlVy5kvUxL1dOpx27llzq9tmw6mt+R6idan5qmnJ9l5Hrj6qymJTPva2V5aYaOLLk5HnH/++QRBwM/8zM/wj//4j6xdu7ZtfaPR4I477uBzn/scF154IZ/85Cd54xvf+Izb75K1Ll4waE4Yy5iGss7MbapVx/J0ohK0JpamM7Rtb74ZUJC2xSmEkY6F2YLvndu3EwJ7So4GOLlItHrUtq2MmhN6Z1WH0ICOQIQg6wbPM/h+TN5vUCpCqSePxqKtRgmBROApSWQ1QkgsBikUSkiU8rDG+SxJ5SGUpGfrfPN4ZQtrkvcFT9KjalRNobn+Jec+Re2w4Fh5EGEsOlYcmBxBb3aJf4VwZs7JHQ+z8rEt2NgjnwvQOilubzWFQi9BzjB9fBIpBF4gmTq0yNSJECshMpaFhiZMLw1tPML56WVUpHYlKUPWpCNgWXKTtiUE4KWkq8VYTOY4JmFkQrqSYulNW45Y2WUHUmtZOj6X23c55S3tQ+cDSNOs31FMvXV40WKSwmKzA73jmG2EszM/W2afzsVSpNfJPXB0WlW7OE3wQx5g8NGPfpSrr776lOtzuRxXXHEFV1xxBR/+8Ic5cODAs2q/S9a6eEHAGWdoMRbbvm4JssxmuQ0y650i4Hy2TjVJpe+XVReWmfzTVUtViMykaZNI084+dsocYjlVTzfbT7uT/jXTjVhc8fYQag3LojCUK5Cfr1LK1xirBvT3BS6XmlBoa5FWY7SmWg3pzXtobVyONRMjpODk1jp9mQ4vGsGCBiUEdevTK0PKURFPtojYrlX7+WK5RFzNY4sWqS13zW3k4oF9reufjygPzZA/NIJShkqtBgh8T1AsFEGZhAjFLFYWOXxkkciC8CWVsqGq3fhQmevQdi2zRCWjrrrXJMlwNpVH9nZk7rFIomrTgveSlByJtgjfU4qk2Tazy+0yxH6ZfmfRSdqyr20+ZEn6EqHa17vjShC6dewlURTLdJ7WmMuO5VOdZ7Pt5XlgF12cFng6otaJ4eFhhoeHn1X7XbLWxQsGTWEsVceSX31ladZzNGIZReIUM2fbPJ7ULLTCpXxocjJLu99N56S1jNmn2dfsZJolCJkjW9vawCWqpWl27Oy2y+XVzgRa2b1anZQi4Z1WANI1Zw1GWGqxi5asLFoWFkP6ekKKRUUxF+BJhRQWzw/I5f2EwBgXWCAE/lVTbOoNEzOfdYqJtTwaSi7IWy4plPGx/N2Rc7lg+Bj9vtO6il5E30CFOe2BEhgLN03tYE1+htWF+eY19k/kqYeLWGPR1pHEaiWiVlnAoJmbn6FcWeTAZMh02WCUZKEK8+HSVBApuW/j9qI1TtrTWNhmH5ZTRJtqWsI4UlLXJCICdxeaPEdglW0etGkOXYa4ty2ztBMg2te1fc7s23Z+mU07CWu6W6oyNs3vqRyXEv9liFpKKNu6teQBJHMSy5xC+5suTjck4uvz0u7phvvuuw/f9znnnHMA+OIXv8j111/P9u3b+dCHPkQQBM+6zS5Z6+IFAUGSgsEmBCox6yhLkuwVhLRNRcll+M8qHe0kJ60p6bL6J9GOeFgsxpj2CUpkSlWxdL5pU0maik0rGW3LjyctE9VqR1hBkhkhWdfaZsmc2aEWGpNSChcIYHR6/ja5ToI4ssSJOpaSC2NcsthG3TLTgLlpQ+A3CKQgyBn8oB8hDdZKV1lAeggpKZRChDBLyjO19RG4enwP357ewosGDpFT7uQDadzNQjRty391+HLOKRzix9Y+BAZ8L4cNBFYbAmkwWpPz8wgEtaiKVYoDh2o8dkATSoiMYWZxKVFrmi4BJVz1AitaVuWU7LcIiGP+xqZjLBlo6cklJSxEQn5bLCn1wbKOSAtXOd1m1rexHNFaLBCpG39zTKf+kbK5q8jc7nZm1nyQSO9Dqqam29sk+lRkxmcaaNG6BQihm/1sjvFl1LJnglRt7FT8TsU1u+jidMX/+B//g/e9732cc8457Nu3jze96U38+I//ODfeeCPVapU/+IM/eNZtdslaFy8YdP7ISwljwx59xYB8EOP5ulnkvI2sJdNF4HmuRmbHLGStcKYwCW5atGCFS2kgVFJzs6WstN7a5oxkOurwOHKUmsZcnU6BI2OuxqdyhM4KbJK9VQqXHsO9tspApW2axNRmrSOUURRjrcBoS6w1RkuMhiiO0NaitaBeiwmjKEmMS1L/UzerM0gfpHSJc4UBayRK4SJEtcVgUMrV9sxGFGYxrfM82vBY7dU5EucZ8GqsLcw60zIxINiWP8nU1Aj0a4qDIVoLalWfXCF2jSj44y9u4uINC2xfc9RdOyxCKBr1BrERFAr9nJw+hBA5cnmFLzWFHoMAwtiA0XhSIJB4ykdKVx7LmBhjNFYIfCmx1iCw+IEiF/h4nsSiscZitEVrpxoiNMpz9xIgji1YjZDCqZY2HS9gtMWYVv44YxOiniEuaVWJNuKcIVmpEpgMw5ZaZ9PPHabOZGininC6PiWj0jorJ7ZFALNmy6z/ZPYvPVYbCX4O6kfWn3I5Za6L0wzZp4Hvd7unGZ588knOO+88AG688UYuv/xybrjhBm677Tbe9KY3dclaFz/caOb5aVkRyeUFPcWYYs4S+AIhJJ4nk+Ljzh4oMBjjcoR5CqeINOUtizECgUKqRIFLbKLW0iR+UmalB3Bmy1Y/nE4isMa1q5QjXRiDlKpF9hLHNyFc0XWJAatw5kpXv9Md02KspiV5OHkorfGpY00sJVJ6aGOcb9loQKMSsXjM5VWLI4PMS3zPIzbQiGK0taCS0lQZ8uArg1CWfM6nVNLoWBNJUEjq9Ziv5bZz3nHNueNHmpfAWpd8dlIP85rSUQB25hb5aqXAuuIc7qo4xWXdihnGh2c5XhmgkHcEzQsM/UEdcKbnk9MlvjzVy5aR/dSqmkbUcEQjKVBvrGZoUCLyknx/AZVPirkLMLFGa4vvSTxy5HN5gkCjpCCMQup1TT6fRwkDwjA3U6VYyjE03Mdwn5corRJrBIuLdbQB0PQPBPiewMSGaqWG8nykkGjtCH1a5L7RaDC/EFKpxk5hM5ZcMaCYV1gdo1RAPYqIQovnCbS25AqKOI4RyhKFEUL4rsZr4sgdRjFJbAeer9BaEMduTMSxATyEcKZoR9IstVrUsnMaCOOIeigwsSUXJCTRWlcJREg8zw1grQ3GGBp1V/asSSI71WTLKQMElosETZHW8236Xp6GE3QXXaRIH5gBvv71r/Pa174WgLVr13Ly5Mnn1GaXrHXxwoLI0iX3f5CT+J6b1IVQiGbyBpfgVUoPkyhQxqqExAmkSshQ06dIgkwztyf7N41RMnEud8qWxaA8Dylt4pMkERa0dUqUn5pAsaimymdJzWhGRwgUoiNjqTOfSqTESTHJWTqTKkgj0VYniUxFUlhb0HtRP8NXO4fWJ/90PwtPVZzq4uQyrLVoY6g2DJ5yKqJUzgxrteuD5ytKJQ/fN8kPkXQVDqTlMUZYOOTxolVH3FV3XI9500OE4ECUZ43XYH9UcISIlAi2zu0VOx/lH+++gEZD4nmWRuhzvN4PQHmxh0bkMVKoOmIsFYEquGuqDdZqGqEmn/cZLZVoWO2uu/RAQCQsnvQJPB9fSgLPUgw8d55CkZcevX15JCF+4COiiPnFiKhfo2SennwOT1iUkpRyjgDlCj5SxE3T6HBvASEkxkQYG4OVSOFhiYgiRX+hxImZkPJiHRUIensCxkY8bKyQ+GibRxuJdOnsUJ6l0WggfEfUAy+HUhYTawSWej3EWIk1FqRFeQpnodcYDZ4XgI2IdeTSrkifei3G85UjTMYSxRHVmkUBfuCMtlIYd40JCAqSsBFRq1qEjDh0KGauonE9MC0rscj4FiWEq5mCLRUZW+JzE53xCs9XYtUu/hPwQx4NmsWFF17I7/zO73DVVVdxyy238KlPfQpwyXLHxsaeU5tdstbFCwdZVS1569IyuKnFqVUtfzQ3KSicAmGwxqX7dE7zTvVy5M4iZOrplJmRbKbuU9MsJVv+Q9aZ1NwEZEBoQCVtkqxrmUJT3c4mM1Zr4mqdVErqHFd0fRYp47FpEIJIfJzcsfNnFhl65ZAjoUDfWb3M71lMEtmmE65AeU5JqSy68MB8IAg8P8mlpin15BgaDGg0VGImEyjfQynFhDfEi/v2tt0OCShpwAi+Vh1JDLXgYxjyFpiJetvOTUr4yYvvpR4rLIK9J4Z51apH2Vce5obPvopwU44dagojnKqktfOviyNNGDaYm4+oNmJ8pZmbK1NrWCyKMDZ4ShL4Ap3X5HzwpcAadz99z0co8JTCVzmEFIyM9DG+pkCQh7w0LMyV6SnmKBTy5HM+QliUJxHCx1qN1o68YlVS31KmgwJrFL6SeD2CIJejv+YTRjGenycfWKwQxFFEpAU9xR600QgkQmo8GWClJQwNvnKkXkg3agkUJlFqtY1BuPufFrLPeR5gyQUyUZwlPQWnQEahRFhBLhcjJPhKgnBmc0/6aOMSHQe+QAmPsN6gp5RjxYjHfLXmrp0yLVKW+XYsiQDNmFQNzrTb9k3qErQXBrpm0Cb+4A/+gLe85S388z//M//7f/9vtmzZAsDnP/95LrnkkufUZpesdfGCgAV0xwOYkCClwvOMc5yW1pEdkdpqZPL74ryBLBqDShzP3VI33wpEkpxWWtE0LaXmSotOfIRaEzTC+X2lWewtMlGwkv62/QAlT6QZH57U/8wjdfZOyJwQWCG4577LmJtfA1hedvHfEwRgrW620fSBQjBw5RBStdz+Ry8dYsVFgzz2Z3tpPB67A2jnp+V5Lhij0YDFhiXwYwo50IEh1jHWekgZo5QjBL6v+PTMJTAOmwYnW2eU3IsBVaNfHsTqIc4pLHBXvY/9cREPywp/nnLcQ5T8DKX75D3n27VrbC8lv0Gpv0FPvk6jnuc7rEUfM7xi8BHC0CmhWnuEsaUaSrQVRHXN/IJhfsESxYYoAmM1uQDyeRjsU5jQYGOfXEGhPPCEwGqNSHzv/JxCypic9JwPIREWH21ijDEoJbHCojyBMQptDCaOkdL5sTlzokx8wXwsIUL4FArONF+pN5xvnNAIqUB6zlcQ69KgCA/fWb+JYku1EaA9QcEXTsG1BqkEVjpTvIlCjHZmWs/z8QNXJxXprqWONZ70XZSuFS6xi5RYocjnPASaWNfBqkTd850PnrR4OcnAijz1aoznxU5RE6I9XYzNjLus72LHRNvG407DSbiLLp4Jdu7cye7du5cs/z//5/84H9/ngC5Z6+IFg2zi2xTODcz5oLmJQibO3xnzoUn9xBxhwwq0xvmzCTBWOpKmRJO8gaE+0kt52ypG7nocfdUW2DHuDroYwg33ImsWa1UzInDfyZdireDMlXc1c5ylpDF9LL3ryWuohKsY6d3NmevvxUv64CZDR9ii0E+Imvt8zwMvo39ggdm5MQZ6p+jrPYmSZYr5owgJ3kD711z5CuXDWT+/iQf+z1OIAgxsL+H3+ZSP1pg9UKE+o6ktxJRWFqhGA0zVz6WvejML80NM5Ddz38z57IoeYu+a1ewZHwMBg/lK271IHdaFgIvycwgBuwpz7F8oJoQY+lSNk3EvjVhRNx6xlRgrUcIQSlhr5qiYgJXnTrJWT/Hk/eu4fXYDIqxgqhW8sMzj8SZ0o4o4NsvUyQiNoVKzLNScrxsWVv/cmymesx76JNHDeeaOWMTuj4JUKKORPiCkMxsbCcqRpiiSBH6Ovr5BZs5dyexwD6O37MFaSxSG6CToII4EQnoIaxGJn5qwjiSKpAyYtQpjY6wwKOkKzcehM7/rGGIt0VrTiBuY2DBQ6AEdOj9E6VONwFMRPi51iXGG3sR/zgW6OKKnsFagtcbEBimduVrgSoEJDEJqhHDKGzIGY12wBc6T0BM402pq6hcWaQ0SjfAsxHYp18o+LJ1KZckocaf0bVtmty5OA/yQK2s2sWw8HZ5rXVDokrUuXkDIJpxN/WOUEFgbY23ipybiJIDAlUmyviUY66FxvAIIhE4VAuPMoVYlKQdSPyv3y1FZvYLyGy8HIShdMk7gZX5RBgrw316C/eO7EyXP8NjEq5mrbQagfniMc9d+qeUzJpwpcmJmE5XQkbATC+cx99hWrtj5984NX6THttx+97VtJt9KfRWVpGZ6rdbPxNRWAMZHHmDtqvup769T2Fxo/pCkPyp+j8+FH9yG1Rbpt5S37I9OaqL98j9v5vF9L4XJCvQXAcEN267E5oAkmOLmQzv4uYFbCK3iRK2XtcVZlwbCQt0ICsoyGefa7tmB2hAPzq/FJIplIxbUY/eD9hNj95CTMb7QnLntCAiJ8jT3fessbqvsAGHpGa5Tmc9DQcDATqrzn2fh4dtpRK5Sg+wrsvI1r6L4Y+uT62XwXl5l+mQvdu8YojpNLu/Sd0TG+RN6wpEtKUBY5y82s3M1sy/ZCEJQG+tn8413oY0G42FiZ7L2pERKi9YaJVyVByHAaO0iTnVqxhaEYUQhX0BJAdYQo5MgFYPRMZXFmGIpRy4QyLwEEVGPNWiL9MB5JIIwAiEUWOkeSJIqC258GKK6RilBrF36lnxOOJWX5FjGUT6XK88HDNYajFEYIzBGoJTAmNClvjGi6ZspkmjWLOcSLI0PsNnvZfb72vwv83mZ/bvo4nTA2WefzQc/+EFe//rXP20etT179vDxj3+c9evX8773ve8Zt98la128YNDM35TMGBJcYAGJsiacqVIgUAXFuvddhMpEwAEsPDLD1N/tc071xsMIpzRIkUtyVYUgDOXLz2keUMllphZf4RKkuUlxrra+uWq+upoHD/4o567/F3dsCY3I54ljryA7e0W62FQDkzNz/9uOVPMJ8q8pU3pdFYDZjw1w/KmdTE1vRz1aZ+drv82GN5eaPm3NayYFNeNTJM5cR7Hk/TWvuxNrBLsf2MTt39rpDh8IlIq49uL7KAUN7tu/gW8ubmfAqyAEjNgFCiJmRyDIS8vx2HJfo/Ujdrha4oHy2rYJ25eWenJqRb8BQGwF82GevlzI3NFeUieol7zqYVZvPMm+R1bxwK1noDxDz0U/zvSDtxNb2P6ZX0WOnOInTsLsL/0c5s/+nL654xgE+YJH4FmMNglh0EghaIwOMHvxxua11qUcvidRMsAKg9UWT0n8nBtLUUMjtEoc8J2pXHkuBYgQAm2cKVH6krR8lS8UYRziyRy+7+HnGiwuVFB9BXK+At/VdJUqrQPr8v6l41p6yVjQsknApJD4fo5avc7sbI0VI/1OizOG2GhM7OqmCqlc6hbAEqONxRJjsGjjcugZrVBKouPQ+XKmwzEz9LPfgibhSr6LlpaJvzPPWmazpQ11cfrgh1xZ+6M/+iPe+9738gu/8Au88pWv5MILL2TVqlXk83lmZ2d59NFH+c53vsMjjzzCL/7iL/LOd77zWbXfJWtdvGDhyJrC90XiiQbumy/x1vcjg6WkpPfsIWbOqRK89ixsuUH4yXsQIsmPJSSPf+MaTE+BgV8QTQp1tN7DmnzFRWhm4HmKo7M7ODL7IhKX8CYW6qNuklUKKWB2YTXtHj1u+vra/T8LwJaz7qHvNZL6fo9RcZK+F9U4/K+jmPVgyh7+OVUKl4bNibDvnXPM/s8xtv7ocfrXV6hOb8NER1lbmGdA1dgXDTF9wufr317LoW2bWFWcZX3PDENBheBRRWUqhwosK86aY2BD1Z2btOw8fx8btxznwXs3c/auvRxqDLC2OEtORmwfO0I/VQLholH3hiOcEUyQXuZAWNb7M9hYMqd7GA0qKEI0uSXpHISAkufImrWCb01txatbwsEcDMYw5zM4sgDA4JZpXrHlTnr9Og8fWs3Lf+YnmdMFHpn7D3xDhKA8vBI1MYn0DPXQkvddGhVfCDwlKL/8TOo717aRYoTL1ed5AisjVCLDKU9hrcYo2YwQBpM8JFhkEslrhcXELjhAeTHgfA2VJ5FS4QcBRQRR6JQtEt83T0qUMmgdY20rClYqAUJjjUpyxAmEFGhr8HyBaAh838cPHIUyVjPRv4H7zrqWwcXjXPLoP9EqxuWqT1hCV8PUeM7nL1GcZXpJl5PKbFIvo5PA2XaytuQ2ZLdbWtGtiy5OC7ziFa/gnnvu4Tvf+Q5///d/z2c/+1kOHjxIrVZjxYoVnH/++bz97W/nLW95C4ODg8+6/S5Z6+KFh8wTnhQKqZzzfO7CNYjhAiqfozo+RBKb1rarEIKxN66nrAV2pAf1kzuQ9Tr2sRPIl6xjwzWGRqOOX5QUZORMd3WBqYDszXRBCh459GpmGxvIlHtvHk6KGIumUe0lUkXqq9Ygjht6N1YorqkyddswF160j5Gts+yeWsW6HYZrzn+Ik+f18ERtlI2FGe7bssAT+THyMmS9P8OhcIiaDehVNVaMLnL8l6qc87LDrj864uLiEXqVI55jaoHZsQLfftFZ2Jpg3+IYexfGwEL/V/Yx9PAoWIUwhm1vPEr/JRX6hqv091fpH6iw84Kn6C3U6c/XmjxmXe8MuSQ4wE3AHmPKNlWb0DofwY3+SR7UBXKe5JKhg9w6e0br8mRuh0oulrbOdBflQeRjZO889nCeu3ZvYt2OSSZqfVw6egCA9atO0h80GKaGJwwnGz0cr/ZjkmASY2BhMWDNiml8FRH/yEXYV62i8ZV7KZ+cxg8iSp6Hl2SOre9c69TPrN1ZG4zRpBn541gTBIWklpnA9zxAYE1SMQKNNTE28REzVriExSaJ4JSOzAW+y/UnlCLn56BHJiZ8R+aENEkQi2iazh3JEejYOYNZ49S3yb2rOfjQOaigzo6rvk4uFyClZs/s+dx70S7MaBGkpFbs5/Mrfo1X3/FH9Ee1pA1LFLnACaxFei6Vh40NKvVDzAQSPB0ELd+05qPIKdS4Lk5zdFN3AHDZZZdx2WWXfd/b7ZK1Ll5wSLO/2ySPgEBSuHIjhZdvaW6Tw2JttenblrUoFpTBFwuciPvwz3K5yeyOcYSv6MXQ20Hw/OKyvaBs1yedifF7NdF84By1Pc2GwTtZKIxx8MAFbHrPNGvWVQju3sfIi2bxlObF5z/Jj1z8EADr66vY4p+kV4UMqDpr/TlyUlMab7BnboQfHdzNOfnjlHWeT05dzHmlI0gJvZfUqEQBBS/kyp6DeJkyVp6AFbka79v67/zR5OU8OLmaWuS7fv/EZqycZvDOGKkKPPbXA6w3DcSbcsh6TDgd8PAjm9h5+R6O1vvZ3HsSXxrm6gVGexaddilgpaqzNXBSjLWWxcwsnbOT1MRKfBu3mcfqDS8ReCxBEslYPlFyjv/J/RF5g9haZc4qynOrkMDDs+MMBDWO13rZOXiMQBnW986xvneOpx42fLu+HhRIaVg1PEup6My+ua0AqzFbRqn+6l9TzlcRIoewHtJXBCJEC7+ZNw5ANlzReqVU09fOaANJlQKhwI4EThs9WXUmTylAKmLfh1ijenPON9DKpIaqSQJanF+YUsblaDMuUhMbg3VGfCldkIzvSRcIg4uiSBM5a605+NBOQKDDIkcPbCJ+SZFjcjWHLtvBEhlTSr666xd5060fRwqwwuUJNFaAjhGJ+dbzIPBpj/LMRoQ2Iwda9zPry5aFza7oMrYuuvgP0SVrXbxgIOiYh0RqTJSosd4lW2vAQ2KsWTKZKAE5oQFNaCXVAx6FLY4xLKltmPmcvpcYdn38XqoTBdSRE+RfUmLq7kFKa2oURmvUvtageM0azmaSqOwmWU/F6Ibg2tHHGb240mwvNIJZU6AkQwyCuTjPWFBhdkZx7swTDIw4P7Ue2eDnRr7LiFfjyXAF8zrHkcYgk4u9XFV8ypE0WibfNJBgQ880B4MBGnF/Un9SUP7xYeZfb1EYXrPpICUvBAQz9V7uvW4VZnqKuz67kZef9WRCZCTH437+8cnzCCs+r97yEJeO7um44q1ZOUyIxVy1h2PfWIcQMYWFGLmlDlsiFxySlNQ63hhg4YEBzOoGqmjoK7mqBlK0CNT+xRXNtsuNPFeueqp5bzafPcHK6AQPzK9u+ngtgckxNx8zsKWP9b+wE384j/JgWLhC8pGVHKsPYBLH/kZsyCfmTt93kZgCSf2sfqJLRlrs5Mgidk2JuUqOsilgPUVp7xSLW8apHzzJ2m895u6HhSiS3PHQ25JrFfOKiz8H1mKS3HoC4SpPJGlWhBCJv6SrX+uSL1u+OfdGjv3Wmta5eVto2uhPIVJIo5tBNEKC73tYY10QRQQiSW8i03ZsRjXL3mMLNltHinb/Ndv+nNNG1LLRw928a6cfuoXcn190yVoXLwiI5n/tT/NpNYH6LXsJtrdnjp7XRQZVtTlBLGkzWeZbQ7lR4uTtPtUv5eh//wLCdxNKEMeU/JCZO/KsvbSMzEFoPUzZIoagZ3WNilgB1Ok/c4Fcn6uFWetbSRFHsg799Sg9YzXO/dGD7OidZFC55YvGZ3e4ktu/uY3enQuInGFWF7mw/xBP6ZjygqZvq2RfPMxMXKQhFRfmXFmnXlHngtxRotxxHq2NAmn9x3Y/vXGvghRw1ZonKKk6nrRERjFZ7yXnaw7OD9IbON+xE08UOPqno8R5n+rGFQznouZ1um96DQ/MrQEpCXo1r+ub4oyg1nasHiGYT2ZhjbsXiypg5RWHELGg8uURdDGJukWwvzLMlp4THDgxijQeOaoEPY129zFr2VA6ye+u/3eKImJRB3zpkdX87NA+AJ5oFHkgHKWiClwRPIVC06dq5BNz8K0zmzjaGGb2H8dZf90vc+61T5AvtoIt0vMLhGEkt4DCUPd9pl5zFsGJGoPxAvqcQYgN9HjgybbBZNf0IgQUCpqSWEAJw8k1JQa9CtHGHvYPXsjwvftYHOjltrmLmD8jz8DjMXPb89w5t4vFwYA9g1t58ZFbOdq/gVB6vOypr1CMq0jrkj3LJLUGWP5p43+nuqr3FAN66SIAEVb58dv/yH1XLGA9lPCRUmMbAjRYIqd4CtGsG9shpLUUNTrEMtv+mgYA2czyNMBAKZcazpjORrr4gccPeYDB840uWevihQHRXrooyXKRFMc26IkFql94GO/MEUSPj1xRQpUCBuQCZ+cmua++ilDkm/vGpqWUSQlrd8wyE/XQQKGEYTy/SCX26S/WkQJyV8SuriigrEX3SyoTivkD/Ux+e4RVl08weecYpXVVelZVOPK5UU7cUQcLvaUaZ19zmB3Dk6z1ywDsnxrmmw9sY2J6kIWtirL0MRWo3d3DwaEKK7bOM39nleFhiKTPd/9xlKGfsFTjHKu8eSbrvbx0YD8AK9Qi0s25LrlvZiKXAtapaSoiQCWzr1IxfbkGkfVY2zvHk7MjKGF4ZH4VPYM5Cotw7HVjTB2IESXDfFTgQGUIU5eogmFlsMhl/S6XSFpDclbDhG45Lh2uDTAXFtjfGMHzLfiWwmWz6IIlVq4CwxmlE0hhuWj1Xh4vj1NYt0hDK1cSDBgOKrx68CkuKB1jKIkczXt13n7+3iYpPTNXZZ8OKSjtCtN3EJYXDxzgtgeLeKvLnPeaJ8kXE+f9lEAIp6qFWtHrO3KaVxqzHqpr+olVfkluJWMhMorYKirGp6RCqg2PFUVHXldEc0jfjbXD/YMcf9lZICWr5xc48dQKTvRJTF5wf/8Ol+9NKp5YcTazxREADg5sYV15Lw+uejGFPo3KCdY89RiTu3aw0q8iZZVjU/3UTnoUxzVSGOarxSXRwwC9lZO89t6/SONWsVaS1puXQmCVxRWJ1Wgjk3JWtCbmpiOao2g2/QJl/dSS909r+bQuxYuE1CuvO0d30UUGXbLWxWmLNtcZ22Fiyc5J1jlKhw8eI3rwOP5L1lG4ZgiAl/UcQAh4lbeXmytbaeBjEdy/uBFrYTSYp893itNobpH58/OsLC7gS4Pva+rao+DFVHQARPjS1U1ECNQY9I+WWZiDwouqrDtvPwuH4Mn/s538WJ34pCCIYi7//YcYzS+y1i9jLZTLRf7sU6/E+7kFwGLv8xhcWWbi9hFqXx5kxR8+gpeHxoZV2NIcAGFtnHveP8rR/3mYOJTwmRI73necRs3jidlRXrpzLwI4EPUy4jUoJcERAFf17uOmyhZCq9AIQqOoaY/YKubjIiqAvSdWsNibo/oTmrV/ajCFAv5og4fmXBSrwCAeK8DYArovbvICY+G/H74UgcfPj32TXFIXdH9lmP2LKyjlQsDVo+zpqxIWlAsFsJb5OMeAX2fF4ByD2+YwuJqeOVGnRzZ464qHeHHvMUcIMybpjsBNzg5meSAcSkhqO1mJreTMHcdgx7FmG6GVHKoNd/Aai5RlCjZCeo70pabhdPyRjMeTUYmKziMijYw1Yegzeuce1Lo8tuihji6iX7EaE1uCiTLxUD+FfIMVvYbR/mk4FHByrIcNR48wxhH2r1jHlgOP8sTmcwjxWFV+ij1nXcD86Bo2bzlEZH2Ob7qAvsGIXqYBy6iYpfxpwdgfaad87lnP3Ewe46cBCoKiX+Wl0S0sXnoWxlPI7z4J5RCpBZH2yQUhUlrCMCIMBVYYwrixvCNaQvSbgQfLMa3kgappOs18Z5femS666CKLZ03WrrvuOt7xjndw+eWXPx/96aKLZ4zO+cDAksS47tX5+wicv1JwztiyqSJe0fMUt1Q3U7M+mwuTPFUdYyrsY/5wwNpN81RjH4Ogrj18GWKAvbODBHkLQjIjADS9sk5/EDbbXvOqecBZkQY3g/eRRwl6Fe8avZUgqVCwoP3mOXy6djHigirn9R7CAo0NMDgQMbZzkVv/bbA5wUkTYbRAKktjzmd0wxwXrT1AVJXcN9XDP/1eRGQ0YTjBvx/ZxolDZ9BYDTP/zyDv2nwHrxne0+zXpcF+vlg5h/0zK5iKSpR6QharAT2FCCkt0axPrjfinLEJ+DAcfcxnvG+elb0L1GNFwdecXDXM3FP9rPqxY81z9yT81brbeNfhSwmNT046M+b/b9W3+K09r+WM3pOO3GLI91vmo4Bez127RZtnlVjkooFZXtT3FfY3+jkjN0NOxk6BSe7hybCHt3z3J/j8rr+j33f7ZhP7rvNqKDHDfY2hZMy0CNai6XHX3UI99il4EccOr+DRf93A9p/dn/FHFBw+MsD0L+bZ8FOTrH5r2CSkkYEjjZbPHEBuap5NNz3kqiGgiaIIdUzhqmQYak9MEVifI6tewvpXhazIVahrxertZfyzNccbfcw+WkIWV3D2qjKLtW3svHgaVa3Rd/kZXJRfwNrdCAGzUZ5143Xqxmc66gEEvWMG9XOiGXSwQx+g8BLn65b/izs4+JKLGdnhEXNmM8OePW8DWFfqbOr3BjGPWjZt/iuXUDcWRLh6rC7Nm0SkhdyXQCSsrWNRx1bNkrjQrtJ1LO6ii9MRe/fu5frrr2fv3r184hOfYHR0lK985SusW7eOs88++1m396zJWrlc5qqrrmL9+vX87M/+LNdddx2rV69+1gfuoovnDR2/9C4RrEKu7ie4dC1yVWewgYMSlssK+6iYAFGER3NTfGVuB/WRHHsrK7AWFv40plIYoXRlg4WvFQh+VhNZwBqkMHhSsWB6WKwX8EXMiqDaRgy3549z7sYj9Ks6qm1ysvz1yRcxENQ4ozTF5MVVCsqZ3YK+CPDJ5WusKzzAgx8aRo4UyU1M8vD/PQdVtBQXJjnrpw8CBfyiYcc79lO8cDPhtGD2fhjfJvH6nkIFBpmHMPE9komLVb+v+Yc7Lma20ZNMnAaEJOdHKGkQj/kMnjWDWuku6vDKeQYLLm1HWsuzZ8MCR2QJIxSxBV+k1x/+aO13eDyMCJM0Jnll+NXNX+PfF8+mYX3iNJWdBuF4KyeiAV5VPIQvLAOqwXmFqSUke0HDfQt9vHj1AT559DxmnrJs8xbZedFxdubnKSpHhlerGn7uJAMyZHdjgKO6yD3ltdQpIIVFW8XkkwPo43lmHx2i0i94YM8qtqyZIPAse54cZsXvGkr9Rzl84wgn7ojJr6rTsyHm5O2K3pc6P8PVwX5UQVA8MIXNJDO2uFqxSrkoUVmzPLj6XHYP72S1fgRw+c2CJKiiqBqMnO/yyJWjIptef5LISI76A3i5avO6AvgzMWoMemSEEov4UjMd9mDP8zGxxlagsC3dXlD7uUsY1st/bdJqA4Nvm2Xq11ZhtHU51ox1UQYWENGSwADIqpuZUlRJZIFIbKK2Y7/OQIJmfVG6RO10g+B5CjD4/jf5vOOWW27hmmuu4dJLL+Xb3/42H/7whxkdHeXBBx/kL//yL/n85z//rNt81mTtn//5nzlx4gR/8zd/w2c+8xl+4zd+g6uuuop3vOMdvO51r8P3/WfdiS66+F4hSCpsNn2NXHScsUneL2kp/PQ5yFKAi54DvQizkWJotDVzBdIQSBdteEnPQRajHLdWtrqJV4C/0VD9/RqNL/dD4GOEwb8ixIZgJnzyL6mgegymJgknCgxtq6IUKGJe1/sg4xmn+xRHo14eqY9zeHqIFWuO4BHjCc3JsAdrBXuPDdH71ZBj3xijfjLX9D3yvH7WrH0KGyu27HwSnopoFEvE5ZDcxYMIIcitgPFXQjaf3LnBJBv8uWZFUoGLfr3pNZ/GWtg9M8bPffvNYKER+sgqiCGYODGAPx3iBZpylEcvSlYUF6nUffrimIVqnhWlMoWwwRfnVvKGwYnmRK6EYJWnOBS7hLkWGParvHHgbmra48aTF7IiXqRXClZ781zde5CSZ5aYNI2FOe3hi5gYqFrYMTDBjv4JtIV72MAX/vXlPHR4gdFLjvKOtQ+wOqgjBIwlSXbPy8/SF4XsXDHHibiXz81sp2ICzFpD3Bfi60VC1UOlMsA9TwyAtaz/mxnQMbXFFWido3o4JD7aYOabRVZtOM7hT60FoOfcIl5gyK0VCE9jbYyUSQSxkM2xN9O3hrvWulxMd96/mvOiKjV/jKFNiwRBRD0M6F/r+hssahgCXxpmbx+gOtPL8GVzTO3rIxA1ilsiPF2hoRX9STBIQExD+CgfGOj4rgjnyJ8SotQHLZtqwy56+H4Zk5BMqSzFfJ46xmVWEcJFDnfOpEtm1kywRWoqTodiy4URK1pZD7uxBV2c7njf+97H7/zO7/Ce97yH3t6WOHDllVfyx3/8x8+pzefkszYyMsJ73vMe3vOe93Dfffdx/fXX87a3vY1SqcRb3/pWfuEXfoGtW7c+pw510cX3CjfpuKLULh1Bkpx0pgqlABAYa7n/mhILF5zPz/3Vbvq8tLSRy0GWOqO/auBJJqJ+9jRc9GI0g5tJ5mbp3dCA4+PM/94AK86cJ6pZSiOahbM9wns9hi5bpKYVa9Usr+57nEG/ZRq11vlGPVxZyUE7wMEnxxjcWKPcyCMXLYcOrWAxLiA3GsRqqPg9hPdKhNDIGY3p84jncxw4cDa7Lv06fhATGTj6hTwL5QHWM03vFcOUD+SJ65KhbVVCzycyik09c00SlJLc1GQoBJy7YpJ37/x3fn/3lS7Raw503iACmFjoJShqlLQshDkaWhHIiCvW7iGnMk6Dfp0HGgXOzVWbAQ150Up70kwTLKDoxVw3fmdz1xyG3lP8MkUWFjBNZ/Sm2Vu4z7vWHmDsZ/6F/+cf3kh8ZJg1fbO8bmg/YCgJTSAsnoAzAld0fmOuwkqvzAcPvxxjBV6/pnRxmfHFGocPJ1G09+whf6yIDOruQFpiTI66GeWiq24hF9Q5cXQEsOx7eDNGe5RP9rB5515CT7HQN8TYwgRSSCYKo+w369gwvwdVidF5Re+XNIcmzwMhOJEML9uj4U0HMXnLo18bYNvLjrN3fC37eldQDEPs5BimAJdvfxIJTIW9HJ/t5dzRQ+Q8Q15GHF/oIxfEiAYIZRGZsqw2UU8FEmOhcluenkvddwAN8zcUWLv+JoSUCGXwPQ/lx0gZu/tpWypcJ7PKRnlipfv2JZKLNaf2LdW0AlLa1nWZ2+mBblLcJnbv3s0NN9ywZPno6CgnT558Tm1+TwEGExMT3Hzzzdx8880opXjNa17D7t272b59Ox/72Md497vf/b0030UXzw4ZR3Pb/OwyxhsEcmW7+dNaOHb1KNefvJh3jt6KLwyegMm4yN5whF2FgwjhTJf7wxXERqCfsvSsjrn6cwdQeQsccZOPcn5NQsDD/7AB6xt+ZuVtDMjGEtOdtXDzE9u48TevhNhiPcHK106ycuMkM7qE6AH7ZI75fx9n4LePOacyA8UP1LARjD9+mMlz1qL3KjDw+MBOBg5Nc+L8VYRfF6htML3WUv9/K+R/vgdWQPTFBsFVLgLxyp6DrM+VT30ZrWX7ysO8pPIUd+/bRGGsgszb5DwsLxo5zECuTqXhs7XvpEvj0NFGaBX74jwjosbqIPEfW5Jkq3U9LI4c54RlTLYHLmbfT8YFrKi5IuvLrAfYUJjmr976F/z+4auwHny34UzYLy9MopIAB5sUIQfo9UJ+fPxBbph4MemZ9PSEpHJTfmwz88VH6Cl8iQFxBZWTpeSAgscf2cFJOcaRdw2wwj/B/GQvi5tKnNg3wMT1a9j37o2EwwHnnHiIc596iC/s+DGskhz87gZ2fPIhqrV+5Hi7v9uJF/vMnF9kYs8ZVDYrzJWK6fv6qecKXLH9cbzEtFurK9bkpvEF7J8d5CWrDjTbyPsRZw5OUWn45IohgbQYC8cqfVR0gUIubl13IHy4wNyfrwBrGRi8h7M3P0QUa+I4wFNgjcDaEB2LZblTNtCnbYHQy7gldNzfjnbaTKNdwtbFaYiBgQEmJibYuHFj2/L777//ObuNPWuyFkUR//Iv/8L111/P1772NXbu3Mmv/Mqv8OY3v5m+vj4A/umf/on/9t/+W5esdfGfhqZJx5KkFzCu+o+1GC0gn+TASmEsq865D/9l5zGSm+XB2kou6nE5ykZUlUJuomkiXF+Y5oOlrzAbF7nz3YMU1gZJctBEjcqYlADOeuUhLhg9xKBqLNvX2+7bzI3/7xWkUXloqH2lxv7dY6z/lUmEhGAsZPWPHCf8ls/cyR58f5Hc62OEZ5nsdQlP5XqN8CAiz3G1FiUN/uXgMpAIvBeXEEnd9Hh3jJ2rUK/5fPQtV/DH67+ISi6HAWTGIV8IwY7iLC9d8xTnrT1EaBV3TK1n59AEg34ViyBCsDJwxKfp6F/v4fBCP57SPCFXcPHAPkQgMcRgLb4QjErBhLZUY5+8ivAlLESSv5i8kmEzzzvXPohQLVPxt6ZXUyyW6ZWaXtFAyVpblVVrSZIbtz6DS6/xnnU3cSIe5sWFOSIr6BEZsphxeO+XhrODcjNNcgqpYozxqa6SDJx5BjMDmzi0KY/wYvyTAqFhYesopb0h4aDPMVZBj2Mh0xuGWeHXiHtcbyfK44RfzSPPMeiSRCxYXnTJbdy/58eohYqwXzBxeY78tKGyyt2Y+loBRrBh7ASbf2qSuXuK+J7BE5oV/gKFfNwkPBsHZzGpxAgJzzT05hvJPXWm7jWleSK7wGSjD43n9GcBPVdUWfxunt7ifrZsfdj5l0UGhAtgMcLgSQ8pDBYXqCDtqTlUNmBUJH5rNrk5WWLdub+1LGVvXZweeL4cDU/DMfCmN72J9773vdx4440IITDGcNttt/G//tf/4u1vf/tzavNZk7WVK1dijOGnf/qnueuuuzjvvPOWbPPyl7+cgYGB59ShLrr4XtBU1hKm5cibwdRCGv++l+D8VdiGJv73A6x7aw+lvpMoYTlmhjgelRn1XE6yPuWi/Z5sDOEJGPWqDPtVLtoqeDIcIZs2Na4a9t28AlspccWbdrN6fJ4+1TJ5Hj/Ry97HRhkfW+DggRH+7vqX48UzDPZPEtsCQ33HWDPyGPuePIfJPyxRPEsz2HsUeZVTAhd+90yqx0aQCxPUwxHMnKLviikWHx8kd1EFmTPUby+Re3GV8L4iKPBW16jf1IP/RAOlapiHBlC7TxJG/Ry/eoDD471sKCw0r5UR7YTNE5ZthZPcF66kQMxFKw7T2zTjWgZkgw3+HE/UhzjcGCS0Hscb/VhfUNUwpKog4aAOGPfd1RJCsEJKeoXlu/EKDtcFFxWPUxMlfnzoUTYWyowkPn13L46xP+5nf9jHS3tqzFroU7W2iX4hkjxRX0lN+1zad6B5v0vSmcD7FWz0pskJQU7AbfMruaR3IjGdthpSArYGFf5sw1eJgT+ZvIhH6mMUexosLPjgCY69IgdePtnDozFI01auC4LCsQivYhANw8K2HAMP1JG5HBtvOM78yhz9j8UIkWPjHx4if9Yistfn1oM/iWr0YIVg9myf2mpFbbVi1dcXMeeEbNo4R3Q0oP/MGfwSrLtoFv1IQGlVg+KqpYl7Xdn4pUpj53aBsKzJl5OUJ5LDjUEWj+ehINi27dbE39PVPK3XNcpTKBXgeRIlo1NOnt9r1YFT9bmLLp4pPvWpT/GpT32KAwcOAHD22WfzwQ9+kGuuuQaAer3O//yf/5PPfe5zNBoNrr76aj75yU8yNtZKmH7o0CHe+c538s1vfpNSqcR1113HRz7yETzvmdOl3/3d3+Vd73oXa9euRWvN9u3b0Vrz5je/mQ984APP6dyeNVn7/d//fd74xjeSz+dPuc3AwAD79+9/Th3qogsAkbi/22fxWCWNh289LC5AwCa+ZyaG2EbUv7WH8Nt7EXj468cpvWzUOa3jEnLeWdvIam+W8wtH8YQz+w2oKg811lISdUb9KqNeharxOBC3TFfVmYD7//ZcPvI3NzBUcpF6qYkptIrP/NXlREIxtW+EqO4xvHGa+T05pk9uAgSrhx5nanoDR+fOQ8wZLpRfINjms2hL6KokLkvkzCL9e06yWB0Dpah+tpc4KBA/lEfUI2wxILon52QuJQnjHAQejUcKMBcgeiT1wgjRmgBfzWOSskHa0oxK1YkZuWoDGkbxcGOUBe1TjorUIkWvP9M8r8sLBxnza6yUFX57ZgtDftXVybSaIb/GxX376fNCjsV5JuKQcZVWOxDkheBlxRPMa42UmhXeHNsKcwDEVnAw7OOxeJgIyWCuxomwh6IMl/xazZkCJxjCSMuMKTIoawxIGFLts35kLfsavXyjvp5aGHDl8EGqsYevYgJhE5VN0J8kvf3fq2/nzXt/3JGPJArDeonqGFm8hiWYtfQcjqmskQzfHVE4WHeBBBbsVxcBi5Hgn/AZnmpggzy2L2B1/272rTiLQy8bB23ZdEMNvwalg4ba2SEDYZ3SIY/hcxboP3MRzoTyv5YYu2KGVaPzsAJOPtgPq0CHgsrxHL1r6+1EZznHf7LRmi1yZwX0q0X29K3EJ4+1Fq0tWhuUkmBj4jCGQNCoW8LQYqxLoYttxky4Qy4T3Znt1HLuAGl/BWlg0DK7Ck5LdeWHDj8AytqaNWv46Ec/ytatW7HW8pnPfIbXve513H///Zx99tm8+93v5ktf+hI33ngj/f39/OIv/iKvf/3rue222wBXV/faa69lfHyc22+/nYmJCd7+9rfj+z6/+7u/+4z7EQQBf/7nf86v//qv8/DDD7O4uMj555//PfnyP2uy9ra3ve05H6yLH3y4IPvv/RsnUeTIU6PyrPftZYALuYKIiO9yMxHhKbdNDZs+OS6wV6OqPkfkbVT841jp1AGjJVYm04GAKLeatT+/NjMxCCaOWlb0xxzqGaQQ1zi7dxqAEVVnWFV4MhxixHNpONb7ZRZsgWntcnQJK/mDz19PPt+KKq1Yj3sbqwHJBT//OH7eYGJ3LOm5iMDD3x3hOx/fSS6oslBx5M8isMaj/GAvj3/1DDzT4KXb/4HyGzbAi3uRXzvGxB/3UByroSt5iCJEGGGNgChGSIP0oX/oGCcaZ2CtJV7d17JVNjRXrX6UQMbN65cqMbMmx3dqa3iitpJBr8ra3AwlU+Nxk0NKy3RUJLIKYyUT9T7G/BrH6718cPU3WZ1f4F+nt9BTqLYpO8ZYSrJKBfCRBNaZBYUQ9CmFtoKqTZU3OBYVeSTqZ8BbRFtJKahTknXWeHPt5jMLe2orQVm0lRzXA2zw6gypdL0ltBAImDHgqwVG5Bx/uP8l/NpXfoxoOGbbpgk+tfVfGFIRZM3ASfu1RpAOD1x+fxj7To3+fWB8gYwsg49px1j6Cy7P32Idcjls3nf2+FqEEB6mkAdrmQgvoK5yzcFrAwk1Q89MzFnb9qNKhpkTQ1QfytP38jLRYdj8ogn6RhuYCKQPx781yKHrC5QnV2KN4OWfuy85aZi6vR9jJWOXzrZdr8MzfQwU5ynlWtcvfa3GHv7qOgsbehMTp0RKiTRQKChX1cDGVBZD5mYjR8oVCJMEDYjWNWsjbE3S6NhWtnh7ZnHqGuj6a3E+ms/XxN/F84YfhNqgP/IjP9L2+cMf/jCf+tSnuPPOO1mzZg1/+Zd/yQ033MCVV14JwPXXX89ZZ53FnXfeycUXX8zXvvY1Hn30Ub7+9a8zNjbGeeedx2//9m/z3ve+lw996EMEQfCs+r5u3TrWrVv3rPY5FboVDLpookQ/F3IFMTF38XVClve5+o8gkVzC1eRFkcfsvRzl2amsA6xACQ+FR8n2M8uJUxyHJJ0qBKKAh/si5XQftdxx5w5mjKtlaHyM9oCYvksGmxOZrsaookfv/BxqzSAAB+0IQ1GNVYFTycZVmaf0SNOjSQgYlFVOxj0IAVvXn6SQIWqHol4OxEOkVFJ6NnmFdAYSAla/6CQX/MjdbP4RxcLdRzlj9Tewkaby7wucOLSZuOwT49MIe7Cbiwig//xFvF+u0veykLlbaizc4bP+dcdRdy1QqkzieSFSGaIo5tj0Yzx+8nXOJ2mwyjVv/zav3Pa4u0bJ+Wcn15JoMCCrKGHJS0eQfanxpGVALrI2N0tde9xw4AJuizdxVs8UB2sD/P25nwPgtUNP4SqfClQ6AdMibqE1RMLQQyu9j0QSkOdIHLDeq3NWEDHmneTm2jDGgk/MWq/cJhQZC//fnisZLVV41chedvrz+EI387ppC7dVhjkUFbikdKRJBK7uf4y9syMc1asQoUBKy32VMa7qO5Jk3XeErW4k5/cfZtu2SW7+zhnkV8Ort+2mXCtw121bsW+qcPHLniKKJMVQ8/g/buARfxy/bBm+MyQckkxeHlCYMqy4NaK6KsfhHy3gL1pevf0hRtfPIWLBwkSRQxtWsuaVk1T7FXFR0Kfq9J5/mEO3lljvTaPHQEoDCCp7Pfb91QoG1EPUbQ9z0UpWvuKEUzsFhDXBY5/YCEIQbKoxtCpRmC3smV7Fk49fwOre41w4v4/iSAOxXlLVBSJRZP1omfCXyoi/kJmk0haZRPgK61EqCeZmI7Ay8XVrn0U7lbV2lWx5eSwbZNBcm/1wCpWwix8+zM/Pt33O5XLkcrlTbO1UshtvvJFKpcKuXbu49957iaKIq666qrnNtm3bWLduHXfccQcXX3wxd9xxB+ecc06bWfTqq6/mne98J4888gjnn3/+M+qrtZbPf/7zfPOb32Rqagpj2oOrvvCFLzyjdrLokrUXAHayi2HGOcgT7OPR59zOACvwhI+HT8kOMMPkc2pH4ZGjADgC+GwxwUFKtp+IximJWor0N33BzrFH3kufX2Q2t7e5wmgw1mCMTgIPYvIrG0AJABE4QuX1+SzcdBg1kMOO+9TPaBGKca9CgZC7auvYmZsgJ2N8GzOsKigMq/zZ5rZ1IynJBmvMDAcmxjhyZIhHbtrMea9/iiMPjHLm2feRW5ljfqLIU/8yyot++QjegEfxon5yA25SXjyyiq1XzNN7726Gz1gkPDFE4Y4Jhl5RYOrJfvqujBnLL3DiFb00rvDxfI9gc57giV5q/UXEU4uoY9Nsviak9/4vcaB8Cee99nEuOWNPizgBOedy1VzmCdjgz3JUzfHQsTEuG6lQqGnWx7OsHz3Ohpw7z0u27XMTubA8XhnlSzObePXgfgJp8Eko6jIT7LyBhvHokRYPiKzPuB+TE4ZNfsuUN6xiHp9bxVOLg3x40614AirAoVo/9djj4WNbeJU3yc6xQ+RlTI9q+W8dD/NoWWNtfponw2184fg5/Pj47uZ5vuOy22jsyVPWRebqHt+truLS0lEK0ib53ywWw2BQYzCocfW5jyNylv58nf58nfwvP0qv13AJixNPkLOve4rc/Dx5P6T0UyGHJgdYOQ6LYY7ejREDOxc4u1fQl6sxlKshJaBgeMMC/b+wiJezhEYxGfayIqjAmSCvM/gli1+CfZ/uJV+ssv+WbYRzPqJ/jjUb7yGOS2z77zWEdMPdy5Ok07N85TvncfmrnkBrwUPH1nBsYRiAo+Uxej+wANqy9t9CZDLMhcBV4kiipxE6qX6gkEIiJCgPAl8ipMFa01TT6Ljf2TiHZlj2KdA0zXZunpI00bmyix9YPM9m0LVr17Yt/o3f+A0+9KEPLdl89+7d7Nq1i3q9TqlU4p/+6Z/Yvn07DzzwAEEQLPGnHxsb4/hxV8v4+PHjbUQtXZ+ue6b4lV/5FT796U/z8pe/nLGxMTrrBz8XdMnaCwAjrEIIwTq79Xsia8c5RJ8dJCZilqnn3E5EyG7upM8OcZAnnvX+MRGPce9/uJ3teJ0Q+6kFLnO+tbj609alLNA6JopiPF9w8vNPUNz0YoQSzH1xP8HqEvN3TaHKTh1bkJbH3zzOpvNcu0JAvxcxqBcpJb5XY0GVMdpNfgC+MAzIkP6ekJXrq3zzzr30zBueuHEj1ZmY1ZNlFoqKQw94nJgtcOBbg6y7bI6wIPFsREDErtfMsSa/SOVCybwxFCXc+sgZDA7XGXxlvVl5oFiYZlr3ApZgUBO9ZIAeJCc3r2CtLlIqaYZ2wJnmdqQCmUmMazr6bS00LPSrOq/pf4QLvEOM9Sy0rW8muM3kU9tRmsLYKQ5GvWwJFpMcd07qSZUWbSFE8XBjiApeYlAUKCwbdY3pRoEr+0+2HSvWAR9e913WBxHW+tzdkMzLIkO+4d3b725u+3B1gFj7LOgcTy0O8U9TW/jZ9bcjPQhUDKrAx/a+gvdu/oarthBofnLrHewJV3HX3AZySnN/bZhLelrHz0vLkJ1hyg4hRh1XCI0ithItJFUT4AmNEsbVuvRh+0jyQz4AQ+MVPOHMfuEayGWCkLPnCFBVHn1ELNYD5u8vUD9jkdxQzMR3VhKWZ4jDgEPfXI2eriD8GOFbph7qw6utZcPljyC8Ta3vgADmpsDrwdsDX1pz3pKDrvniImiLjWMmPhSx6nf8tpx7xmgXtSlwmVaMB0qilEZYSaEgESJypkzjIjxtundGaXs6/7U2giZaBG1J2o/mRpn3XcL2Q4vDhw83M04Ap1TVzjzzTB544AHK5TKf//znue6667jlllv+s7oJwN/8zd/whS98gde85jXftza7ZO0FgDLT9NthjnPoe2onJuJR7vm+9GmKo0xx9PvS1qnQ+budmtyyrwBaWzwp0NqiPIWpxBz60J0o5aOUR/XBOYy1qCBwkXA25uDfTnCkb4DVGytNM9q23MyS/F9t/cl8toDyDK98K5z78vsYXX0vE08J7lzYgNxSovjlXi5+5VGkD4u2gBAwryXXlPY33ct6A0MpOd615z7JnfUNaAQiTTCami9llX7ZoGZ9puMiGIvO+4DGYrBS8KLgIImIiLXwlfmzeVP/I81JtVqDOBMzlBI1a0EbiREQCNPmpJ697kNqgYYR5JUjggcaOQ6bfuK2RBs0w0YMAo3gKV1EKUPDCHKyZSL+7XXfbTvGXeVNvHroIGu9WrNfkRH83gNX8vgTKxGrasQ9Ajz4tUdfzxXje3jHqu/g9Vi+421qEgIhYE2wwGr/CR6eG2UhDngsGmFjdJJxr+U79fqBY3yxAjNxCY1iOi41+xJajxNRLxZXUEpiGA0Wm313ypRzqM9lziE7dkIjORoOYK1kOrKc+NNhKrf3cMIbReVi4krAiVsK7or5EhoN1MIxdOSBVtTKJe68fjVX/o/FzFi3iMUZdL1K6b4Ksy8baLdDGyg9UcEuOD/S6Jsw8Yshq/7Yz7ArD9woAyzGho6w6RiBAkT7Q5JocajO78OpCNuS703y13wE6CRlXf+10wPPs7LW19fXRtZOhSAI2LJlCwAXXHABd999N5/4xCf4qZ/6KcIwZG5urk1dm5ycZHx8HIDx8XHuuuuutvYmJyeb654p+vv72bRp0zPe/pmgS9ZeALiHb/1Xd+G/HsKZ9KRoBvA5h1fT8mKW0iVE0zrGCoWUPtYmk09SPkcKg9aSfQdeyUd+eR3v+eg/s/lsZ/4TwvmMN5WIzESclsh5sDpKzrOEVnB2zplwe4ZdMe+xTZZX28PMmCKli0Y5q3cKKSzHol7Oyk0RCN0kas3TSj5LAZcUDqCtyyu2pzHK3uoQ/MshLruujK/aJ8HYCpSwy7r73LxwBsf0EB+feSlv7fkuB+4O+d0v/zz6UsHGwSnef+GXKAUhN+65kJsPbmfoc4bpPo/+62aIlEdRNViZK7O2WGZ1YYYX9ztSPmskOlacNEVmbE/zeEtTSRheVzyJwFUk+FJtlJtqQ/xIcXrZawvwD8fO5039e8GDY40e/vDRi/jWxBlUdR6GLdR7oAEyMOQG69x7ci3vWOlI02VD+5YOFwG/uPpWAA7WB3nfwddy/eZ/a14vgfNzd3VDW+cRlsFvWvadVhlbyeH6AJN/sYJ8cYb6gYgLfmMh8VGEo18vMffkACZ0vl7GF9TjABsq4hmFWVDEx5090saSOPbpKU6x45x7kKbO4oIiOCck19OgNl9g7kSJsJZj9uhg51mhQ9fOOrMf/4MRjZEc9fNXEY56jHy7Rppcr3flJP3jZUY3T7Jwzzqi7Wso3vAdBLJZ3QCM87VJIwgM1ELZTA+SzqLu27UMA0tNmFlTqW2RuOZi0apckO7WTFrfJWpdfI8wxtBoNLjgggvwfZ9vfOMbvOENbwDgiSee4NChQ+zatQuAXbt28eEPf5ipqSlGR10Fk5tvvpm+vj62b9/+jI/5oQ99iN/8zd/kr/7qrygUCt+X8+iStS5eEGj6yWTIjdZQbxh0DNZzJh5jFdK49KdKgaM+AqEE1rrJaWFxHfXGRgA++Zuv5fyX7uPMcyZ47P41SC/kp37+TvxmVJ1zSo9juP2WbSyeBcUBZyp9qOFj5uucrJc4Z+Us4/4CBWJWq3lK/SH9vnMAL9QaFArtebOWnF8ywaVk9KzcFGd6U0xdBr5qbZPCP0UIlbFwMHY+GPEC/O83vASv5xZGV/wNh7/7C9x7bonrbv7v9Pl1JqoDYC25k/MUpgThr48RD8DkesFEbjV35+AlVz7K6nMXWKEqeNKZBntFjXKYo0rAsfoAR8NB8jLiQv8g1w5Pg20Fp6aegaMqJCkE0dbXk1rySL3EW0ceZk95GFOBf/W3crB3gHVfmeLg0Bi11bnmfTeRoj4doPvgA4//KG9efRc7+4+5814cYH1prnns9Hqty88S4/OxYy/mvavuaqprc4dLzE72UD+iIBRU9g5QfaKHVT9/mN5z661+AgbF/N3DzM94FONj3PlT4+RXx4yvPkJhfh9HHr+IarSKJlvBJvZ6tZSZIqhUhyj2zGO1Rvh1VOJc1jO4QGFonjjyscbjxJ9rBn+qAEUPvbfCGZdMUFsosPrsCQYPzAGChYOTTN17BqWeE2y54H6is8sU+usoJV207m1PYL/zOJ6nsELhqg60qnTG2iKNQghDHCf6Vxuzyrw2Nb5lHhROZRZNTKEmbbOD3HVxeuAHIRr0/e9/P9dccw3r1q1jYWGBG264gW9961vcdNNN9Pf38453vIP3vOc9DA0N0dfXxy/90i+xa9cuLr74YgBe9apXsX37dt72trfxsY99jOPHj/OBD3yAd73rXU8bzNCJn/zJn+Tv/u7vGB0dZcOGDUtqpt93333P/KQSdMlaFy8I2MTnxQURgLASKS1+DpSyGGMRQmKNwAgBVhKFBiE0ypMoITHSIKwhlzsORIBPrZLj9pu2c/tN7qlq68Z/4HMfs1zxU5bpo5anHjCsOavEP9/4GmYXVhKUQl738W+ifEtZ5zj46WPk1sM9l45wfr5OfzGiNAiP3DrKxp2zeL7mO59fy5Vv24eODIPj+pT5qNJzFNLN78qDlWdAfRFyPVCZAz8HUkEoFFp5KAyBiPGE8927s5b4OBnLievLiPo0/soyuXiBkckvIx54DeXz81TCHGDJ1cqsGb2Fam0zjXCAgWCK6YeGiGwvxvOYnlvFiR37Ca3Ham8OJSx9KmR7YYo75jdw3+IGdELBfn30fpfTreP8hmTIi3MLyERhSVc/1IA8HnvLo1y3ejcAf/vkDp58YJRRu0j4ZA/xfMj0+WBKMdXBgGjQg6rETubZs3acP2hcyatHH2NPZYR7TqxhQ26OXz/riwwWo+bxH18cwVp4oNoqA2Mt3Pq/NlJuDMN0GWING0oQhPTsyBA1C8ZK6nvyUK3CYoWNF+3hwCNnYA5oRjceQI5p6rsH3OB0rQOWXS/9a8oLK3j0oR91TohtN16hTQzGYrRMpCZnLDRCIlXEhvMPQsUS/6VGKYGvPMa3umhNhGTlmVNJk8c5k/sSlUxRUVUEnvM3c45pLu+agBiNsRqhnSIRa4MUFqEk1misMC3+lPF1EzZN+WPb1qUfTznfJrtk27TZdV108SwwNTXF29/+diYmJujv72fnzp3cdNNNvPKVrwRcnlgpJW94wxvakuKmUErxb//2b7zzne9k165d9PT0cN111/Fbv/Vbz6of1113Hffeey9vfetbv28BBsLa5bwKushifn6e/v7+/3jDLv5LkVPQV4CcB55VKM+yblww0q9REpT08HzlJigr8bwApQSeL/A8gUwdwYVlfmEdRyd+BMhOojHnnvUXybwqMSbCWolSAVLaphqhtVPJlFIIBIHKIZXLOeZ7PiqnWSxHeJ4kCHyMiZ1CJ+FV/8PSN+KOZi00qvDVT3hYI4njGC8Q/Miv6qaJzVr48u8pojoI6aGNRmvDwjXb0FuGl1yjVAkMj5Y5+bFb0RqMiLHGQyKwxE69U+B5ilwuoKcY0FcK6Ost4MmY6RNVNm9ZSS4nOHhgnNxVmv41FZ54apw3v+y7BLIVgDAR9vHJyZdjLfzV+q+QS1VAQCAwxiIztt8vzq1la89eFLBKSYJEUZyJA3pVzG999QoW/2mExROW+VoOG3igDbIRc+aW2zk2O83C9LUIoRHqEPs+tL0p4+nDwGypJetZEJFh1RcOkKvUYR7+bvdNTRXz5y6/kPvLt9JfP5exYBOWmDO/3opatRZiwBrFvv+xiV07PwtWkcvX0bFE4iNUjBARt3zt9UArR5MQMS9+6WeRnsfue65msTwE+VxmrGledsXnQEuq1TrGSHzfIlSM9DwsEoFACI21PkqmUZoWcIoZGIQEozXGJk8xSGqNOkHgI4RCa2ciksKN4yiK0aYB1sNgWJiv4/k+nnLj7+ixkGPTMXEST5CtxWszJaWaYluWrC3nq2ZolgxrRDA7D9VTF0no4jmgXC4/I1+v54p0ftz4m7+LfJpk+c8Vpl5n/2/8P8/7eXw/0dPTw0033cRll132fWuzq6x18YJBKtoIC1ZoZ8QxPliTqG4Co517u/PH8ZBSobWLAnUkzPnnFAsHOXPzn/LE3nc2Z5qztvwp1gqMkUip0caZiYSJsejEfCacgmdtc8KMaSCTqDlpIKoYrI3RWqK1M79aC8JavvJJixdA3wrJ3IR15MpqQLt+hoovfkRywes063YKwhqENePUF6kxNsIYyP3rw1R/8VLw3VfcTpQJv7ibaKgH+oss3vREc2IXVmCNxWZ93Kx0Jjor0NqgtcHErhapjpw5zPc9cr7h5l8/H4CLLjzAk/0b2PGilo9YQYZcnN/DZjPDdw5u4BWbDiT3SiTXvEXU/uj4OYznjuI1VRnRtIH81pHLKd7icalcYPA1j/PJT21HaMOmtVPs298PCJQU5HtOsGHtv2KJOTkzxdH9PTQ2bwBr8R7fw5pbvkJVbCU3ey6qYRHGtplZ5uegf9Dd7+n+75JrxNSqJ2FknK03nGLUCRhf8Sg534DQSOGy/EslUEphMAwMnWRuZiWp89elV3ye2EiEUFx46S3seWIbR4+d32y1VJrBWAs2BmHxfJMoql7ylB67sackCgFWJGM8Ud8Sm6JEoLVKVDSLlAYhVOJHKBOLrCI2FmNC58+Zyl1GYK2HRCGsYaEcUq1mpM8lsJlogxbhWo6oZS9f1uzZ6ebWxWmE58u/8DQcDGvXrv2+E8suWevihYPElJPMXWjAJhOXsI42hcaZEaUUWGkwRmCJsFiU9RAyTTlhEcpSKDxJrbaVUuFRQGOMB0KjNcSxQQoJXowwLi+VVI6oxXGMpzwX9ygsiiQ4wWq0caYmjEVrmZiiHKw1xJGlUZXOhwiBtRoLaBMjlDu53g70hwAAsN1JREFU+78kmNxnOXHAEsVgTYS0yp2vdiRE/n/fwLzrcmhE2L+4Extqwr2zxDFtdmOLAauxSKzTaxLVRrllxqDjiFj7eAqk8jEGwkZMqbfc7PsTT4wxOFFhR/I5MqDQXDvi0snMVueYqklGC+0JIi2W2Br+++j9xNYpNEJATVuO1Xr5xsxG7jy0gTNzDbaMnSTSip+5boIDBwPO21lm8vgc8/OWqHGY6T0WL1cFY1AKtv3b55jecS7B8eMUJ6dgWNFrHyHOTaEXR4gXxsAvgwwJ/Une/tMT/PL/6uerX2owM20QWjEZ7ubFH1uPEL2Z+5TMTVYw/y+W7RvuQQqFsbGLwBUWqTRCSoRWXHTJ3Xz7G1fQqBV58WVfRimBsZ5z6MeyYfMjVKrjzM+voNhzgjO33YrAom2IFArfVy5li1AuSMHqhHB5aWo15/NFi6xFkWmqwNZqrNVIWUCiscY9TKRlo2wssEonAQaWOI4QQiGkIlfIY41LEF2vtUIJTjmHZsjc09ptkiGYxi+AExalTK8tbUTu6Q/aRRc/OPi93/s9fu3Xfo0//dM/ZcOGDd+XNrtkrYsXFJpZCgRJslCL0W4CcJIbzm9aSIzRCGERxMnjvEQYkag9FiM0q8e/hEQgpWoqZtZYrHE+PULRZvqx2mK0IQxjRE6hPFdnwaKx2EThIMlPZZp5rZwiJ1p+aSKd6KzzE7LJK45URaHg4AOgtUEIgTEGmcxy1miMMSirEX/4TbQRGO1UQKNdOSFHx4zLjm8MRqQPxhZhBVgPrE3assSxpRE2iLVhoVInbAyQ8wNKpYiLX/Ikd929hfmFAt/6063URg0/dtED5CSMKE0gFAJYUYooCEGrSJg7nrslLtWF34wUcaLgg4dX8InHXorQsGZ2hsaAI64jK8oMDtQBycioYWSF5dBBD+VJorhOHBqi2EXXrnj0fnRsEMpDJte5Z8UCYnQea58iimNnZtaWmRn40PtdihYpPZdVGcvXfu1b/MQNr3XqKC3/yJV/cxdrwiipo2mwxrEPIQxSgRA2IdyGl73qZqKGwJrYlQdDYa3znzQaztl5K0FO0gir6Chx1LckDxAWIdJktAqshzUGg8Iap+hZq5HKqWdWg9EGKZR7ONCOFPqeSL4jFmMbGBMTxzHWCmRyX2Id0WhorMkRa0BGSCwD/TmkqmDi1vesk0uly5pxB9kABNrJW+p/2XxWsa19OrmZ6Pqy/cDjByHA4AcFb33rW6lWq2zevJlisbgkwGBmZuZZt9kla1288NDyxcZo4cyf0uXESiP90vIf1rqSOhYwwiKRGClAmCSxqcFYiUqC9oSU6DhuRsWlEXUuo79bb4whjiP8wMezPmicemcsVgQIo7FGg/SxxiSTrST1sE9NucK6clnW6iQ4AkxsEEogbTJxW2hVrHd9UImXtrCusLijR+49mkQ1M0m+tqQmZqJoWQHaGoTVGGK08dFGoU1ALbY0FhuEsUR5eaSSCCHZdsYRpk/2s2fvGGEt4Nb372D4rxd445pDFDpzkSRI9RlLi+w21yXk1Rj48uJmBDDwgM8d8XrOGJG8ctM8lUodY3NEoSWONLVahSg2zlQsfIQE3/eJdUytqvF8AVri6mABNkbgfBU9z8NaRawNfX056mGVRgOkcn6MA72K6pEKX7jyHxhd4bN1fYHVwzlGh3rwPRcJamJ3PY2x+MrDCtv0Q3Rn6TeZSqwNSip3nY10irB0Jl+tNUYbl8jZCEesRYtgOTLv5GNrHTk3xroHByFQytX1VFIT5BSe56G1xSpJGBoXtIDCGk0cQRjFRKFGeipp3/k81irWEcRAYHSM1AJfGfJ5yeKiTR48nsF3MPN+yeYdhC/D6TpsqBlT6vfup91FF887/uAP/uD73maXrHXxgkE2dxOJu0+tYVkIBL6xKKHwlFNwjE6ImtSoZnBBlPgICTwPfF+6SdTE+L5FaY1SirBhCEPjtCkrcAzIoJQjfnEU04g0vrYoqWlEDTw/Kd0jDRBjibHWI9YRceyUMykkxhp838cTHhiI4hCEQQofEBi0M5wl0oYVhiiKiCMNIkAp5cy7OnImzDRBq0ziH0RqehLuD5tIRQZhU/8tx+qc6UygjXKfNUghqdciwjDEFgvU6yFxGHLhBQ9i7A727lsFwO8/8gquGr2RQr6yzH2yiYLijm8wSJJEEdYymRDp/XO9fGniTPDAehZiwXwUUOrJoU0E9GDzhkYjIoyqSAk6CimXDUp5GCHQVpDvyRGFMbE27ly1O6YSEisFyhMIK1BWEHhQSDKBeL6EQo7+AYXyJbmCZGwox+iAQhFjjCbWTk117lruwQCZqK/CKYZGxBjh7oW2mjiOkYFyBMuTICVCaeK4jjHOlGqMxpqgqYAK4QEh1rrcgC3y5iKaEQIpFFKK5md3wxNVWWo8o5IvSEwYRiyUG2gDvp+oasI9HIR1i459lG8wsaFa8Sjk3AOHUgolDbHVnbf1aQWv5roMicvyuVRRznK0NjL4H9peu/gvR9dnrYnrrrvu+95ml6x18cJB8mMhLEjrzCsz84b5WhI8YHXTAOdMLW66kCpjdsyoASpRhayxCBG7Sc8KoghMkilVykaTDHleQu6sayAIQnxPYbVJokU1UoYoz+L//9n792hbsrq+G/785qxal7332efWffpGg42CXERR4QXEGBUiRvHFSOLgGW1iCK9kRIgvOqLR9xGGwQtD4kgMvg55TTIU30cyYp4RMWEYFCEvPERoFZWrQosICH3vPre991qras7f+8e81Kxaa59u8Bx69+n6nrHOXqsus2ZVzbXmt76/mxUq41BcTCsSHM9RENNirY/BDkGxMXaZAxgqK1hDVMdA8TinTKeKtZKTjHoXlUU8itI4x0GrQc0rZsxAB2w2e4IgXmjUhUneCbb2VK2wXCjeWVCDNRaDp55vcfLESb71BXfz8Y+vOHHC0571vOOOx/EPb+nKn7UePnHuOAf1iuun5zhTVeH4iXh6z53ek2jAuz7zJKr7hPqCwVvBbylPPHEvd971AItFAxqjeSdK0yjGzFmtHPvLltZVqAjNyrO9Y4lXmiqaK71atPHRdysQqdUSFisfCLgFWwnTGubbht1jM6ZTw3Wnt6mlYX+vxbXBn3C1aqjMhMoafCxv5lVxPpiUXWsRDMYGxcz7YBr32gQ/yXDFWRwoVRXMnt6Dqgl+cLjQR6pMwsQE5QsRbFVBq1GFU5BgXm8bT7NycSzOgRYVxbUhoGVrZ4JXx8F+g9VZIHda4ZzDGMGI4CR9sYLJ3XnNwSF0q/JY2rj8kK9quOfd97FEr0rI6K824hGA8+fP56CCYdH5Ib6Q4IORrI14xOLQ3/C0wgS1pnGdu5oQ5zulc4ZoB+YXJfoUCc4Hn7eU+cB7xTXBX8n7MCmnNk2RsiKYv1w2Z5ald7ymhLxLiL5aYmIfBqpDzv4vnQm3UxwiabPBJGXsguStndpSJLuIKYpzBL8tNJ+0IHHSLJzHfbaZ0njl9I5nqzY0refGG3e5sL+PdwdsbU2ZTadc3Nunqixf+vgGEYO1wuLj2/x29aV862M+EZQqA19+8hytCm85dwvfefwz0f8rHPWugqgBfGh5E25b2fprSwoT/MU//jL+/Xf8Bf7+fZaLGHjRes5fOMfZBy5y8QHHCsvewQF7C8fWVqjpqQjnz7XMpkJllNqGUlxJifK+ZdU6lkvH+Yvhok+qFVW14sb5FtPpDGsaDpYLDpzj/Ll9KusBx3K14tgctqY2mjEFr0ojbag44aCeOOqpog5a17JYelbLBVOxLBc+msObcA88+FZR63BEtau5yMFCaRqYTCcYY3CtZzJx1HWD9z4EfagiJgSZ+BhpI8CqWdE0K5BghkVDcXYUGtegzYp6OgHCg4XSYkyNWKGuFe+F8w8Iq9bj4neDQuFd+xYWstkmX7O02iSlt9xVim2kWDZ8oBpxtHCFfNYeKff75MmT3HHHHZw5c4YTJ05szK2WXDxSBoLPByNZG/GIxZpTc/pBlzgJRIKlvvgRSUwtTlR5qklpIuKClPrTozgJAQuqMVu9gVZTtGlQ7Uzcxnuyz1kiGPk7G2coMdBKR40kkqnSQTdbI4sTTI7Xmk9eEZ+tXSGbQ8wqm13FYo1KKHOyFv5GGvqR5kAlEFAfgyimU7jxhhnXnRAqlL0Dj0wUT40xhtaDrSaBI4qjntQ0K48xFWcU3vKBJ/Jjn/4G3vo1/4XHzEIdy0qUFx//LH++OMYTZ+dZqnK392u/yXcvj2H3SxVH+TJ/Jx//2F9xcb/hwvk9lIb5bBp9CC2LgyX3X4RVo3z2PCzVY01IgNs4MLKkllBuE7p0LUY05sKD1YqgZkY/xLvv32M2WwafRAlu+N61WHshBoUos8kBkyrcnXSPrA0mTpV0HzTeY8UaWDUOY5pIGANBtiYEQHiFum5injQfVLIl1JMaaxtaF8zSW/MJxvhwz1w4hgk5caNPW7h+3i1YLtvoh2fyNuBpGjDVimntqcSHuq0O7DIovPv7HqHm3EXLoom1CQRETWH5isowlDyt+7xhwk0PHhKHbXoAKsf+YfVFR4w4anjnO9/JqVOnAPif//N/Xvb2R7I24hGLNTeWh+B8LMFpKe+o8fFdRCPhIEtwOcqzeKrX+FlMMLV6H0mh7TqSiGO2iKblBYFLJXY2dHDdmTopavSVtuG5J4JYrt+YOLswMeVrmIhocdj5lvDYx8w5c6piZjxTaTm42NIsVyyW+5w5eQrnVzRtS1VNaNvgP7ZcrJhMd1AartfzoDfwwj/+bl526gP8wJPfn/v1pNkebzv3OL58+y/X+nnX2R0WHzjNbNEVoNqSJbd+9V/S+gk7ZhKjc1dUleXs2fNUtXDddRVST1h5x137C84tutudsOxfBoRUkD3fnvxZgcVSEWkyWU7blWqnSJvzJ5f1TdUUB0oExHc1Zst2NhVCl/jQIb7CGof3i0xowljc7/y7CoIjUBCyoO7l6hBFH03gk1gDtWlD6bLKYIylsh5Diph2eBW8UFwZydexrA3ae8Z4MHPohnPuKrr3GxxJ2xHHlVI9HyH3/W//7b+d399yyy3cfPPNa+qaqvKZz3zmC2p/JGsjHrEYfodFL/29DiSmI2r5b6Hde+gUsbiPIaYCKSfdDebKniuPdnNOJgUlydLB+3KbQVtdP4vl5f7lKRTXICsX0v9c9jEfNzUUA1OPHxNuvGnGsbkys4aZNWi7AA9upTRNw8WLF3F+RW1rZtMarzCZTEGFyWRCVdU8xe/lzr7p/qdy6s4LfM/1H8/9+TvHP82nVyf53MpwwywUcncefvZdL2LvOmVyj2KiuvaiW+7j9OljOK8gNRfOX8zJh33juHj+AeZTw/a2Y6euOXl2xX2L4cw/uPWDe1Su8xQEudjOSiDqaXyk7XvmPiVG5vbHTSZZhi5Ny7Bjxf3L3EgcrYYHihgE2t3rROSTcpvudzqB4uGgHEISlyeS6SJDFTxWguLoy33KjmpSEXVT17tzKPrXlcw6ZMPhA0iB4XdkTXke8fDjUU7WStxyyy3ZJFri/vvv55ZbbvmCzKDmwTd5ePHZz36W7/me7+H06dPM53Oe9rSn8Ud/9Ed5varymte8hhtuuIH5fM7zn/98br/99l4b999/P7feeiu7u7ucOHGCl73sZVy8ePGLfSojrjQe5MdiGG22cX9YI0op5Uc5maiSS+WkheVnTSadcoYckLm0fc8PR/ubr0+UG/pb9KlcntsuMHQx6nE/DX5lp09U3HyTZXfesD2FiQ0TuMR8aWCYzbaYz7ao6wmz+YwTJ06wNZ8jwNbWnLqeMJ3OkGPHQARjPPXU858feAqvv+NreMAZnHqMwJdML/CcY+f47OI0d7fb/FV7ktu3d2lPKMsbHajydTcs+Mdf49jZmTOb1cCKrW3Lzs6E7e2aydSAdcznM8R4WtdwfEse8tPo8NZ3ZcwjOSqUzaywEtSqPK40kua8kmymlmiKN2mb4t77kJO484OML3w5bLTHlbqULKFNS8hKYuPndBzxkj/b+Dftk/qajxGrIITrEBMle82JazsHTJ933jQse5Dyz+cx66brus61y2ZHjDiSSL5pQ1y8eJHZF1iS60graw888ADPfe5z+aZv+ib+x//4H1x77bXcfvvtnDx5Mm/z+te/nje84Q286U1v4pZbbuHVr341L3jBC/joRz+aL8qtt97KHXfcwdvf/naapuGlL30pL3/5y3nzmzfWjxnxSEehTvXUpIFqNVwMm9W5IaFKisph/jQ6eNNPcjs4ZlJChHXn3LK/hxBJBm2Wat0mE2juR3G8tJm1cPr0lNMnLfPJgu3phImt8a3H+ZAnzgP1xDKfTaKvlUGdp22XGGtw3mFMyLbfrFa8z54GA/NpMCNeWNZ8cP8MluBL5zQoVQBft3OOTzQzPnzxGuRsDSehOmcQD6/7xnMcHDQcO7aD7B1gq2lIBCzhWGcfOIt4y2QyxVYHNCvlxI5lZh0XNzzEyuB9ur1pefkUawfX2ND5BJaKZlJFs0op/cL0Cb4gSeV9EQbjKZK6/H6wzxoRj9uV5wG6ZlYsVV0pT1y6HH+ZbMZ+maiKaRw4PWU4/5eKuQ/Ogd4w7d6n7xAd+SwT4uaT2tzkiCOGMSku/NAP/RAQVOlXv/rVbG1t5XXOOW677Tae/vSnf0FtH2my9rM/+7PcfPPN/Mqv/Epedsstt+T3qsrP//zP8+M//uO86EUvAuDXfu3XuO6663jLW97CS17yEv7sz/6Mt73tbfzhH/4hz3jGMwD4hV/4Bb7t276Nn/u5n+PGG2/84p7UiCuK0plfBstMse6S+yblJCkf5YSRCE6pSND9oKjpb5dVibhIo10p+bTl7ijdRJkWbpjoUt9MsUnKBH8Ykn9UqbSliTHOsUxruObUjGPbwrRqmU9qjIfWuZymRFXwEhLqQgtqqa0BbfBtg41ZuutJFVQ203JxNYM6sIV5teLk7IBz5yaYeKL7znCs8vn6b4nn7maH+ecMfNpifCAHrQSz6mQyRfcWYEC90LQt585fZH+xojIVVRWKjru2xWLZroWLsf/pfiWylchR4jLpb+mRlYkXdBG7QufHKN21TIStnFzcBvJfjsshMZHyvmvwNUs4jICvNZ6OGU9Ci/YguPCF6GUylxsM215/kuqWBmhInpxUuCL3RjnQiwP2jp+uWyKeJpHDEKGcrnny1Vt7WMkX40Guw4gRDwP+5E/+BAjc5EMf+hCTySSvm0wmfNVXfRX/4l/8iy+o7SNN1v7bf/tvvOAFL+Af/IN/wLve9S5uuukmvv/7v5/v+77vA+CTn/wkd955J89//vPzPsePH+dZz3oW733ve3nJS17Ce9/7Xk6cOJGJGsDzn/98jDHcdttt/L2/9/fWjrtcLlkul/nzg+VMGXE08FBNI5t++zMebBIolKtSlOirGf3tlW7SG5IqKd7Ihsn4Ut0Zkrh+g8Uxhgpg8d4AO9tw4oRha6rMp4b5tELE0zYO18aapyaoJhLKNLBaNqysp55W7O9fpK6FnZ2dmFLCIUYw1vAlyTFfYFaF9zu7Dfe4mhPaxKTCAedbw1+0U772+Kf5na8+yz3ndpl9rqI+b/jcvQds6UV2dkL+uNZ5muWKuqpYrRp2j53k3vpuZrOQ0LhtHN7B7tRwd0zxUQGVwHQSEt5aI+wfOJbNg1/nIanKwSglYx8qQNqZUkvYTfdow4fD/AsfKjrFqyBMw+OWhGxDA2G8liM8yid++HQQlysF5SoPqGv+k10nuvXp4eHQG1KocSNhG3HUkKJAX/rSl/Lv/t2/u6zF3I+0z9pf/uVf8ku/9Es84QlP4Hd+53f4Z//sn/EDP/ADvOlNbwLgzjvvBOC6667r7XfdddfldXfeeeeak19VVZw6dSpvM8TrXvc6jh8/nl8333zz5T61EVcAm9xbumi9btnaQ3piXYVaNnwNJ8vswxTfYwpVbQOykjCc4L9AFF3uRRVu2qjsuymiE42FkycMZ05XbE2Vae2ZTwVrBN8KbRsSoXrvYkZ9zdUWRAzb27scO3acnZ1dTp48xWw2w1Yhw/DB4oBmtaT2F7FGaV3IUfdNu3/Fy8/8CY+rlxy3npN1Jx3d7WpaDALs3rjPmZsfYHmmYWY9N5+umExC0XvnHXv7exwsFtx/9n5WqxXOeWxVIbYKuecA17ZsTZUqXfKoZlprqCowlacyndr2kC56+XFwfUPFgu6+HHaflXDA3hgq1veGSKF+lu17uv09MfUFxUv7bWuhBg4jVrOSXGwT+hkqdKgoKoNeimMtzLY8wySLCUjwpIvjVLKZtfT1Q0OpM38IkS1zDaZ+P6jKOGLEw4Rf+ZVfuaxEDY64sua95xnPeAY/8zM/A8BXf/VX8+EPf5g3vvGNV6ScQ8KP/diPZdszBGVtJGxHH5tUjGz2y7anYqNSEUnmq2z26QhWNnEW+yndBJm2OVShSO2Vx/wbolQgyoS/h7Vf+s0Zgrp04qTl2FZNJY66NsxnBiPQttA0sFppNE15PGBDJl9at+TChX0OtuaoOCYVLJcHVFUd0kVYG4p9T2pumS+ZTVsAfvDG9/O8k5/e2LeVCn9+cIytaZMpwLGdJXL6Aq88VbFa7XPx4nmcO89ktoV3juVqyf7+PhcvHDCppuwfLDhYtkzqCr9a0KzAGs9MYD/ey5CmIjrGR+krXbIi+0rGJr5VEu+esloQnzzcijHRU8roK54l8SiPl0hZuX+vj0PVdHCcTSrVWrAMxTjuEchg8hQtBlrRge5805t1iTH4sLniHMMXLX3HOuVZO8I46Hsy8/euY0nWRoXtaGD41HE52x1xtJW1G264gac85Sm9ZU9+8pP59KfDD/71118PwF133dXb5q677srrrr/+eu6+++7e+rZtuf/++/M2Q0ynU3Z3d3uvEY8AaPdX+x/Xoy4P+6EvJ81LEJ8c6Zk+DxSsYZ/W0n4U815WaFI/Ofx3r4xo3dTnTYdPRC3l1NregtOnana3BIujrizTaY0YS9tAs4TVyuHaMIV3Zi1DhaWyNZN6QlXXTGcTZvOKydQymYT6pdZado8f4/iJY7j5DFT5/zzxt/nmE+tEDcJU/o7FaZpoI7bAliwA8DPPs0/dw8HeksWiZbVynH3gLIoym82p65rJdMJyueDihT1c66mtzRGVYmFq4w9dce/LPHhfyFyQFaHyNmhxK5J6ueE1RC/9R6GQdarTYR3Y0J+1p5X1j+VxSp+9te3zU4vZ1FRB1HoLepByHYGU5XWmIMM6GMayfi2h+I4Nv88jRlzlONJk7bnPfS4f+9jHess+/vGP87jHPQ4IwQbXX38973jHO/L68+fPc9ttt/Gc5zwHgOc85zmcPXuW97///Xmbd77znXjvedaznvVFOIsRXywo5FmuJD1p3Voqi+FEVkyavlDP0C7lQWrUyHoTUqwvFw4tSL3ja9cv7/umrKR4aLHNpqjBZBLq7TucQzUkPj11wnLNtZb5VosxLdOZMJ2GrPzOtTR+RSsLGt/gxcSalMkU1lJVoeC8MEW9Bt+1pWd/r+X8+QP29xpWq4azD5zlrx7Y5+eaMyDCk7fu20h+W4XbDo7jVFi0VT6fk5P9sEEN29tz5pMpq8WSdulxrcOtGtyqZVJZppWlskI9mWBMxe7usewXpgqTqpjvsxk41HPFdNe5NGEOX/kGy/r7YTqPMtWHK9r2pZk0jcXYTto3VcFwvh+c0HPS7w3q7rMv2zwEeYzSBVoYGGbkyOQpvLrBVoQA9KSuzt9MOxPlQPoKqp32r2O072rRh9xPoVeGbWO04Sbpc8TDAtEr9xpxxM2gP/iDP8jXfd3X8TM/8zN893d/N3/wB3/AL//yL/PLv/zLAIgIr3rVq/ipn/opnvCEJ+TUHTfeeCPf+Z3fCQQl7lu/9Vv5vu/7Pt74xjfSNA2vfOUreclLXjJGgl6tuNSEdakf9mSCKcxZGzcrlRktlj3Y4XR9YUnE0qpNot+aiTMeO22v0hGGTZyiruC6ayt2dywQalBOapjUgPeRLFq8D0qK901s1+O9YitAPLaCqlImE4uIx5qKqqowUmGMDZnvqwpbwdsmZ/hrv8XcLdauy76zfHD/NO/eu4mv2P0MVpSJbfM1uWd1DAj1Vi9cOAveYyzMp1uotKxcS13NEJlx8sRJ7rv/Pv76rz+HNZbpbIqxIbpQNZx7NnEWF6c0+W24vIcOlUQshhvkRdofgr1xNDBbbkpUvMZHCoKerJo9k2BxEI3/rRHjYaMb+t9FfnbbCIDxDLY8pNH19rrDSH/7kugV55L92cp7pP1rNKppIx6NONJk7ZnPfCa/+Zu/yY/92I/x2te+lltuuYWf//mf59Zbb83b/MiP/Ah7e3u8/OUv5+zZs3z91389b3vb23qJ537913+dV77ylTzvec/DGMOLX/xi3vCGNzwcpzTiCmKj2fIw4rbhBz+pEg9mXslEzZDrj5YTTN7usAaKPg39ltaiQTWqeJc4t5LoQZddHx/2PXHMcOpUzdZWEpaCElXVYeembQATCn+LojEjq2pQn0RCvdCUyNWIwWvLsmnQRcVqAVtbLbPZlPl8i6oK6T2ebBb8tnq++thda13/f/313+budhtRT22WfPnO3WxPGlTh0xdPsfQVIlBVnna5wIplOp2wWC5YLPdYNg7V80wmNYrj3Lmz7O3t49wcxFDXoZg6hPqm9T6sUiLaw+7LQ8FwPA1YWc9tSwohr1is5W4lU9Q1StMjf+XmyoYNv8AT64076T4fyvdyPyXWB01ydtkRKaIFBicJ+UIlqqYUCYaLa6obdh1xhDHeoyuGI03WAF74whfywhe+8ND1IsJrX/taXvva1x66zalTp8YEuI8CPKTosMFkK4NJoSzLs7ZrYSbSDRO/105NyBkPivYP618v+GEwv5XO4GU/89yo/VJYyW9KXTB7nj5luemGObVtYkSnUNmQtsJoR2hUQzHw1UqxlaWqQZ1ibShUnk1VwSga1DPjmEymzKc1k4mhrsCIZ7nYp54Y/rue4sxkj//3E3+3H42rsPA2nobhN/+P5/D9/+RtnJ7sIQLb9QKvghVYNZbWtzxw/gGEiuO71zGZWZwTjJlgK6GeKNZalE9RV5b5fMZ0VqG6yuaziYUmV5Uob7auXfqHQrLXlsfmSgJWbp5IuQze95SxdA/Lj7o5cCYfpjjmcCxvxLD/0r02po1Z2167ZMqqKK7L2zsc48mmOWCW4dzCuOr5ehbve2qa0M8/2G9uxFHBgzzk/o3aHXH0ydqIEQ8Va+aS4ez7IGpZnlMO2a6cDHubDSaSNUViE/EamnWG9q3B/sPIt2EXkwlJJFQimExDEME1pyqmE0V8KH8ilcHEMD7vFedDSlTVkGE7xv9hTDCLogbVBrCIKGJcqMXpPXVdM51WTGeG7e0plZ0wqWaICJOp8AnmnNBAvMzA8aRVQ9PAX394yt7XWv7qwmlOntrHirJoJ9joTdu2lt/Wm/nuG87inMO1DfNqgveera0tjFicrhD14fxEMSLs7ExBV7kU06yCZRvVGw9q6Zjt+i28JB50mwHpyven3GRDIwNRrtevS5r2h+1s2u5S+x7yIPGFpcYYaoDlKhMInEZFbYPM2fvKDlTu0qzaKzM6vHDj5D7iKsRI1kZcPRj+9g9cbdbMjAPylH2DukXh7+DHX+Oy0qF7k6qRJ+iiQSkaGfoulfv3TGfaEbY0iQ2rH6SXNXBsC665puLEyYpKDOIVVcF7MKKoDTnPAkEL6pb3HvUasvc7FydJg3pLl09LEMA1ymqxD3oM7xoEQ2WCWidiQk3QqmWC495mi7//J3+ff/2k3+XG6QU+s9rhf5x9Avcs59x7sIPeUFE5z9NOfQ4vcGE14ffufBIHvkYVzl3c4p3U/IOt8+xd2Ge5WKEoVW1oGg3kzAhb8xmT2rK/EvCOycRkFcsaqG34sXOASZXQfVAJy2Fi+7f6UOJd3rfDOI0SggRSO8Oht3GfDWNtY8NsIFMbGOelVLZS8Npk+g+CqmSlWKKMm4lSIk+lIkbxHVLinp7OICy9pyojMYgnrU3fwdSIbuZgUjTVO/eRqD1sGMtNXVmMZG3EVYMymq83Oa6ZZ+KfTZOddGaqtKjcLc8JhfkpkbesnJWksSBo3ofUGVnFK/qSFR7ffd7oXG264+TJLe4znYQkt9deU7O9BUYceJOJmndh8vVeaRoXzbYGsXHC9CEZLtZEEhRUNMl1ugxiwEjFbFYjCIJFvWexWGKMZz6bYCsH2nJzteRjUvNXByd41af+zhohtU45uGeK+lC6qBbPdLLiRY/7AP/fO76Ou/56l927HP/b9Z/i7rsfoG3DiVZVzWKxCmRSWpaLBQ/c/wD7+3s0rWG1VCa1YTIJpk8rMPFgDsJ1U6+oNyHRq+9yjKVxMyRseRwU40iKwZDHQjGGeoNnMM58GmcMnhc2TUpCLxdcb5OHqLZtSltjDssDUIxnFaIq2q0TiVn38nhN9UANIr7XTi/ZwMChs1SL10ycg+/HcLLOpz0StBGPIoxkbcRVg96EedgP+Bdk2tnQTJxE8/EGJO3BlJNeJOdgXbmtFo15DcQsVnzqHWs+E667ZsI111RM6pD7QVsTiAmCd4prPYrEAuwWIw7FoWpRL3hv8L5FjGKsYMTjCdUKgt0wkDtrqhBxaQD1tK5FFyF57nLhqOqKyczypfYsH5vu5L6XZZZUQSqoblhyrVzAiOIRDMqnD06hCk1tOL0QnnvSYMy1AOzt7VPXE5qm4eDgAOcamqYNfmheEEIpLCNCXRvcSpnUQuM9k2kwhZZjo+Q7m7j7pvuZ95HerV+3ZA/VzyEKM1+PwJcH0WK7uLynyNJfvlbOTPo5AXtKGt3xNw/Y4cKkjvnBVhL7GDo8HM8S/9fiima/vYLAlylQNroDHPZ5KLuNeHhwqd/dv2m7I0ayNuIqgpLnkWw2HCpqQ+Ujkaw0sTyIrSrn/onvSwWtv2HxdtBOmiB7k9IhP3QpcSvlZJZIggkq0M6OcP31c07tVtSmRZ3Sti2+sagKTptYNsrHaxJyWagKzikiLitvzhmMMaH2o9XoaxYZgHiMESbTmp2dOVZWiEmqClgTlLeqMkwqyzXG5xtx/mDO8a2Dznwb7V2P376b/8fj/xdGYKWGd/3FE/nA5DGIQNtW3OWFP/iDU3zLC1qM1FTVhFXTsGpbqsmESi0728cQPNNJzcpNUELgw9a24WDpsMZQG8+0gsYVBCGy5bKIeWF9ywY8oR/VKdAjIr7YNilBZUnNdJ97atFwLJTjpVw3ZIn0l6V+JEJmC6muN6YTmYvLvY9ErlTS6A9BwYT7FEq/g1oUl8mjrH0JpAveKK5oWBKzzfkuX6GHHKiTSWQsLp/6KVDGgXTncxhG4jbiKsVI1kZcNfi8UnekVZdS4HT9fU/JGGy+1vjGFQ/Sv+LzsOpBSSQA6hquOVFx43UTjm1bjHp820ZH/GDmDEXPW9o2+HZVFYjxqJigtrlg7nTJNocgxoN4vJdA3DQaPE0wHYr4qOyF3lhTo+ox1lBXE3Z3dzHW8X/a60HgxPZFKuM6siNw8EDN3t6UZz31rzKB+9Rnr+X/+sQT4WbPYlWj91qu/z/v462y5DnP2adtwLmQasRWIZ/bdFKxe+wYu8crPvAnH+VgWSE6YzIR5rMJqvsYVSxCbYJPnu/JSXroLdo0dMpAlKSupb8b9y3u5caIYClKPZU7l23p4L1sGDLSkflN51MOpd4bDYRpY62tcs/smObX/cTKrQfEqjzQ8Lu2lmMOsq9ajwOWGxQPYBvNxiNRe9gw+qxdWYxkbcRVhV6KCOhPbIVIVJKpw5yws7IR/2YlbMM+Q+ImqS8PRtbKbbXXrTWCmM7NmpA77JpTE266bs6xbQc+mDnbRlk1jtaB8w71HudihnkVnBfUAS4U6Q6Tn8HasF3XAxMnfkFpEREsNa22rJoFq2XLZCJYW+N9oBvtKtQE3TMrVnPL/rzm+GyPnVnTXc/496ybs3V6gQosneGei7v8t7/6GnafvE/TGu669wQ7n6lwj9/lmWc+w+JgxXQ6o3UrvG/BWZrG0SwbDvaW7O2dZW9vxaJdUhvFe6gnFmvBmKAQ1lVIkLtyoHhUQ1mq8prL4P3wFpa+iWXAR95J+yRvTagtCFs+bkFADiNqQ8FqLaefrPuhDdWp3rJy+5L8lGM+mzsNqh5oewfX+H8gr+XV0tynoLaFUSRIt0dJYpMkSVcJoXd6gwefnnn1UsRtxIirCCNZG3FVQRHU9B/X0496TxFJBKzMATA0L5X7DpWyDSRs42Q/mFhTOyZN9sUkmo+zQdJJfa8r2JoL119Xcd0ZYWb3wQttKyyXjsXS4XwsMu+DY5sxIWVCSlvhNahjXW0fj0TbbuiTkIx7muptxc47D61znDt7AbYMrWuCA/9kisyWtE7xeyt+4/jTOTZfsLPVbLpNXH/6HN9x7Z/yxJ17APiNDzybxTWGutzIC9zb8J4/n/K0r/xLvG8wRliuWpYrRbDUVYVqy/LggOXBioN2j9ZC23iqiTKZQtuG6gdVBdM6lLgKipLvcaNNPvfDep6JwGez6AailUhcyslXEvEyelTiKa4R/4FsloeDduu17zbW338D4Ts08lj7YzWZ+FM1UMX1j13+7UkeoZf5gSYOWEmlHnoksNsjXQj1ISrXa/TNzN/Pfp9LSDSZjkTtiKB81rvc7Y4YydqIqwdeB+QrIvOsTRJKse1DEMHCdoUq4V2nP2xSYcoF5YSTKgOsHXeouhT7VhXsHoMz11ScOT1jXrf4lWfVehYLWCwdrQ8Ey8VilMaGKL3etJqYX3QQUhHEaBfNpwZVjdnpNU+ySotPypwa6nrCZFLhmlVU1wLRs9ZySpTZpLlk/q4z0/N5oj07nXL2/i0Wd01p7p6ztVchSxDnOXbMs7u7y3J5wM72NstmhfdT6skUa0DE45oVD5y9j9U9YFRZmRWTpVDXoc6mNcGfaz4NEaLtUJkq/h42NySy1Xtf7HiYkJpJmvbJh0KP/JTRxGk/pBu3a2ZD7Zatmx+7bXJb9L8DaW59qGRns3kznWB8EsjKW8cCQ2iBhOUDH7fuiWgw1w++B7kW71BpHMna0cFI1q4oRrI24qpBmNw2zVjxj2yeTGEw8W7cIBKsOBf1zEgFWzMy2KcgbL0s9htkHJGYNqJQ2EyciOsKTp6wXHdmwu6uUJkFrvGsWmWxVA4OlMaBx4d0Cs5gxCNKCCwwiqKoF0SE5CgeEuSaQNAI6kbroYrsQwhBBRIjHVQdznv29/e5aJc0rcWKUtcOYxTwNM2Kb/7s+7nv2NO498Tx3vk5B4vGsj1zXHRzTtRLVOFcM2drr+XE1oILMmG1PwkX6oYJ164aTD1nbi22mlBjcB6MaWl8ixWLiKGuLd47hFCNIVQ3EBZLxVRgW6gUptNglnNee+RrzXesP3zyh4In9EyN+b4VBKvctiQgeZim2I0hCaH/udcn7dSyZDY0xbaJi28kjql/dMpuJtSDwvYmbpMCWtauSLatDuWyriOKFB/Dv5I59lS/4d8NinT5vpeOZMSIqxwjWRtx1WB9UilXxr+FRSYjLRtOEkVjRoLJytig0KRIOmOKSaOc+A5pJ3/epLgN5R2FGmFrJhw/UXP6lGFnp8IKeKe0rmXVtixWyrINJCs5zyfSl04qmTdVtZv4PGDj1KyWUAEgdlA0mkMNJkZ7GiMY01JVNceOHWP3uKGeGOoq5GXb2dnGWqiqGZOJ5VrruXdw6mKgpeZgCe+678t43umP8cd33wznLTecvB+5yXHixnu5+3/czO5qgf3EPh85u80dd1zg9KkVzjmWyxUa7Yn1dEq7cmxPZwgm+Oipw7WeqqqpJxahxZjYfx8K2CsVFYHwDS/98Hb0T6C4jYl4F/c5i5a+qOlaynXxcx4SnVvYg6KMHO09XMQ2jKHHlXJXB8eX+OBh4iuJXumBJPdH2MSbus9xbPWHd6oVmnvdkVgKES6dB9259GqD9o7Tnf8wwrs83xEPL8YAgyuLkayNuGqQfIRgwIc2TLDJIpNVr7IhLaw12k0OiZhpUtlSYXOK+XDgtL1xIhnMgOWElbhSOu7ODE7tWo7vVtSTFnVLVt6gTUizcbCAxQJWTdxNosoSJ0kRl+VAEYOxqVxU2DgkNRVUfDBWiQkTp/eIBXAhi31MrouCMRZPizGzqBYqxtiQx00BWiYTw7FhCQkIZlQVFjrh5vlZTkwXPPOGT/PO257Otlj2b3Ks7p0Byj4z/FOFr3zgszzlySdomimTumbVOFZNg/MtthJ8C83BguWqRfHB7KsKarDGYqSNiWgjuWiV1nkOGmjbdb+0IWHLWfXp1NSsShXmbNVCWZUBWSsbL8lIQT78sOIG/bbVF+2WQ6k4ZlL6srJWksWC6CVlOPW/PFYmcUjcXYvjlQM7NqzDdcUJFFuW557Gu6Zz03j+5feleAAqo1wHl3DEiEcFRrI24qqBFhPTphQJUAgZh5iJQkNhB2OCUjV0co5+zVmFyBP9cJbfNKMkglYeX/qrjYfKClvbht1jwu4W1FbxztM4j3ce7wxN61iuoGmhdaEmqMltK+ItYsNM6LxijKeyIXeW4OL8rXFOTDN8CI/0GqZqY+NEiuJw0ewmiLF4rVCBxbJhMjHsbE2ZzybBZOqVJ108xx8cO53PzXtYOhsrJwg71RKAuWm4/ivu45OfOs7xC+fZvzDtrodXqsqzai6yd+ECIpb9/QXNymOtwVShML1rGxarBU5tMOOpQZ1SG8ukglULVUof18L+Bc8Dq3C9bXnrInFJpCzlLcu3NX2WPnFLfzfl1DPSH2u9AIKSjMS/adiUvF81LBiaA1XJCZLLfGQ9E2darnloY2L/rQ1qcVaXI4HDgGSpupDq0hOJFM6aqX/DAZ/IVupQ6pwt1peXIvW5PBT9c079yKrm5qZGPBwoHpYve7sjRrI24irCJlVtoGKUE0DPR2mofkSYODGkoMjSrywTww37pUZFDs/jtWmFKEwsbM+E4yeFrWko96N+FRQxDeWiWu9oG49rk1o1NFgJIYDA5bQd4byVXL8o26a6qdHY6MfVdtcpXzMP6oVV4zjYW3EBxU6UaT2hroTVakXbLLFVxdbWlGvPe9qZUJ3UfP2n1rFqg9f/udUMvPLJ/dOYuefE484z3W6Ybp/lzo/tMmPJ5JMX+fCdEz7zqQNOnVKsNWxvzWkmDmstqg4x4NoFe3sL0GMgFq8OVaWuLXVtaJzHSiw9ZWGrhr1VOPWqiuQlXYakOtFXtoYELZOh6MvYXf14renO25Rjc8NYUx9v16GDJey8kawRE8ymcUoIqFjzi9Q4ToRsBrU2vNJwNqUpPGllOTAgjakS6dGlPKXi/LOEXYyj4jqn71Q268ZrlVcXw3q4bJzDRzyaMJK1EVcVLhUZliPuKJ7gC3NMSbqkjFqT6Nq1FuUWV5cT6CCPwzBVQ960lAVIzRpEhZ0pXHO84rprp1S1Z3GgLBZL1HtaFxQq56BZQdsKqB/k2IpamTgg1PYUkoJSkkcb1ZZg/hTRYNIUCyaStlT0HE9VGbTybG/NOH3tcXa3DNY6JtUEYzzTuWdS1xhTM5tO+YW/+iq4Za93D4Kio+zOFzz31F8yMY6n7nyOd931Zdx917XUjzvH3h3bzNqWpU7xX274psffz2Mfu4XXlspWNI1i21Bi6sSJ0+zt7eMaj2FOZacIi5Do14VqCtOpZbXysWpDuO7bc1h5aKJilchaVs66og0ZQkGAivEjA74i5Y0V7ZOzIYrhogWxSSpYqSANFd5UtSCJVr4Yr6YYo5rb16zQJeJpTOeDmfqbh1D8G8ZB19EuaKD3rYn9k+47FrdOqltpyt10AdaEmd61eZBrODK3hx+jsnZFMZK1EVcN0m+F0AkBmxQ2U05OMJxzOvNNSeIGE0Iv9UbBwJSkQiQSBCZKJmJ8p9QUDE/y7KtMDJw4Llx77ZSbbjrO1nbFhXMr7r3vPs5dcKxWgm/Aq4+mykDCcmqIRCZV0Vhv04olO/RpRyIDGQhqi0hIfBp88iLdEI2mMEXVgzeIQtMsca3PpFa9ouKpqh1sVWcisN9a9u+ecOymVT5vp0ndg79enOSW+b04DP/4ltv4uY9+O3f/9o3YRjntlpylgj3Hwh1w9uw5nGtR9Qh1SIjbNtx77z04B6vFPsvlgqap8QR/NhFhUsP2TJEWWhWaBvaWSutDndBFC1IoS5mHxP4aOyBx9OckkaBilUOoeyAoBshQDRqOuTAoyKRmOBYplLQ0NgsS4zUqUiVhG/jTlZGlpc+dKVS4nilStXimMKQIHs0MNkTVKopzYSyFiOCwl3oTfSF9eI9fO2/1Gsy4xXfLp0s2vA7pchRkMN2QcT4fcbVjJGsjriq0TnEuTiGDYuelyan3g0+YrLos72kSGiBNuqmdqCIkB2wtVZQ48RoBEycvERNraSYdIWycJnUFqrpie3vG9nzGzvY2J09tU9mLOL+gcQ0X9xxeBXUWEY+pNPqAkSdovPT9idDQRxWUkHdNDKE8lU8EoUijkKUYTw7x0grvFK+e1i04d+5cIHLeUdspVS24tqWqLHVlWUxqDrZazlXbLO8zzNTjzk3Qm1w6AB/fv45b5vdiUCrj+Mff/C7ec+HL+NwnruXie06Fa+OVO+6oue++B2L/wol5D5W1VLXBtelMG7xf4bzHtR5rKk7sbnP62ATXeBqnHBw03HnPHk49By24eKlKBTQRdST6s2WTaCQhqpmI902j6X6mmppavOK96NkAfaFkCSF9Ch2poSBnKbilGLv5fhXKmi/WZ7Km3S0ln6vEB464MJ0D3bmmh57QCU9SzUxSy1LnfOhXClwRFGIgicbyVKra94eTri8l2epZ8wvVcMTRxxgNemUxkrURVw0U2G8CYcvqAf1qAbl4d2/i6ibERL5ytJxIVBhShWmNk7mEHGUCyW9HRPNEHSaZoCp4dXHySxKMxtT1UvgVhbqbzhpsPcUagzFQVTWzaptJvY+1+6geoKKoiec4MNNBJI1JMRElZLElSEjaZZmXWIbJ+3QeGs5VHZ2/VSQlGNBgWpxPJ8zqmkkl4A3WVNTWIFjAUtUTTGVZnBSoYMGcxb6h/kzNxB2g17ZclCm3XHtPVB7Dsa7fPs9X6Oe498ZjPO/MB/j4ueu5pjrLs7/1TqaTLZxrcN4BLtY5TU5eHkOFyBRbKb4BEYsxFbvHT3Js23Jsa4bzS87edx+IsmgPuLByGBeIhpWiKkERHmpIKUukIzZIUB8l+iQmWTPSfBnkvxBRvG8jweuua2/sxqjcMEBNov/phuYRrimChJJYkz+XrXZ90dxe91gQ+7tBUsyKIGGYpgOFXHuCxOS3QXQtTKsEshgqZSjea5EIODy45AlHur/JfzQVlc/kuCCjQxVSulMYydxRwWA8XtZ2R4xkbcTVBa+wcP1lQozqIwpOuiEHlvbmj2zeCioBCIVkQVLRdL0SgYSDmziBZ4EFDUlqI0mKWlusHKBFGoUWTIu1dVZyvIOmcTnthSalo1BY8t84gQXn8RDRmjZI6kqn+iTFJipFxgZiV+ZJ0NTTCtSCLqnqOdvbW0ynnsp6fOuYzaZUtmYymWKtxbmGv9d+gP9w8ZnoDrDtg+NfYzHzhlYN7zv7eHaqJZ/aP8U2Sx537D7uu7DNxQ8e594LF3n68hM8+VkXObazw9b2Fs1K2Nu7gK094KjrcPGtqfBNS11XGG8LAmWp6yknTu1wy+NuRN2COz9juOeePaaTJcYE0pGCCYwERTVZ/CSmNzFUnV9Xui5GkUoIVR/i9co3IM0uVST5HlsVQSCyPqt1fm8SCXXfXqjafU4EqTTla9mFYhyb+M6L620b3xVHSe80H6s8ZlyT/RqTsFb6yqWz8pKfRYiCbn5o2pR4WCW24UPEbt5Ph1epOLfB2B8x4mrHSNZGXPVQwFFMEmkyoVDYTH/SQYN/lRAnmxwJ5/I2uZZifLrPvEhKRao/ORKPH+br6PdlCEQOMCrUtWE6nWCswbUtTdPgWodrXWeupDCL+Wj2jX0xJmWfN1HBiWTNJymiIKuk/sfGlJhXTRGbTHwepUUIPkm+dSwOVhj1VBW0rdI0K6qqYd46pm0N4vlSeyd/98Lt/PbOEwDwOw7XSvzREbZ0xU2zc9wwPcdfL08wqzzPveETHH9qw1v/7Bv40Mce4K7P/QXf9M2f5WDVoG7CqllROxPNfRpULzGoa2n9AuemNE3LahX6psB8Puea06epbMvy/NlYtSGQkdbFeymCN33OlUyAqsH0LGhnCVfBeg0aWBKlItEKalYYLz4n5QufAykrvOwz6ZDOnJ5IGxqSHGukVaWSNCApSresC0TQEGSi3bKyGpsW+0VtuNem90IqVNbz84yBDd4XLw1JmRN5yw8GRT+bIsI4mZrT99H5ULoN3xHXnHZtAyHrU9kRRwGjGfTKYiRrIx4V2Bjur52/UkYxgahmYSl6b3uEkC6ic+4BsKR0B+oj4UmrO3kjT5rJHKs+qm+EiTKUV6yYTnaYTKaAo2lCyo5kL/UaJrYUdRpSg0T1L56HNYK1SRERRMLX3CXVJLISkRCoEKhAYoAGjy+IXvTRkhakCoQNRVkhaoK/nAWpWmxdIRY8DdO6Qr3ny/UOfpsnMJuuqJ7cLy9kov+ZEZib7HjG9vV7QcVpHMYEM7JbCiIt1hq8E4y1kZQKxpgQSFEbZOEwEmZ9VU89mTLb3mFre0ZlG2qj+CaU3XIKB8twOTQSsW4MxLtiCBJbUhiz75ZSCVRRnfLFGErpLxTQ6D+ZIi+9h8b3/SE7h/5++tlNSCR94+oYTZoJjnR/C57VJ2vl2C+y8ubmpVwQ+peiUJWu6oDQkbZyV2Xw/dL+NtDlfGtiW8YVRPKhoCCgI0ZcrRjJ2oirFqVzcm/Oof+01kuJkB/ZBzNAnD28T/5fmT9l81aqxZmPlyaxgrwlxaWbMQvfp6xiWIwxOLdksVSQmulkSl3VCMswp0qmWF134zkYWwY+GEKkZ5r+TNHnkOk/zdGSJmQBK8kkRuiv8SAtYkNyXVM5pjODVkrrlNl8m/l0iq0M1mhQBo3hCdbxDH8Hf2ZPddc4XtDbV2f4v+7/Mp594i/ZsQs+8MBNXHAz/vjs42CizL/C8HVPvIe6rvM1Tv5UxgiqYG3FsZ0d2rZBgcmkxjmNJmBLVVmO7exwzfXXUU32+dRHwaVqD1EdWiVCk4j0kNGkN8k5K9zVQBQj63USI2aTqpoDAroAkJTHzel688EnzkaFMw3S7k/XjWSG3MjW0iZZnVNMTpeSTwPfEea0vU/n3R07VTHoehGuuVPXO3p+ABn0JPWjVHHRfsqRfARfvI8nnFTttVNM5JbuuzviCODzYtifZ7sjRrI24uqFDia9sLB7uzYPaDkBaCmI5XflpNQzb2qsiJhJk0Sfc83HktR4KoeUFZw8zSIGamsRHFbBGoO3wvb2jNm0xruQYy2YuAR12pvbjRCDBAjqWApqUFANipmRCrQNWf7VR2KZaJ/DJH+8eF6STtoHPz5TCd5bFgctK9fSNJZm3tAeU2wF09pw8fw+dVWzP9/mz7/k1NrEagSWbsLp+iK18dR45vWKBRPsQmlqw92rU7znvsfy9af+HGMMneO74lyLcw71ytmzD7BaLjjYb1i2Fc2qhegrJiYQ12p7zmTqmU1m0Rzc3Ze1wdDnJ73lIc1J2NcHDTIoaRoCRAJL9lH5TE74WZjaeMygcCngesfUeF+yUgaHzoe9ZbmNSMhRkgU8bxvfOy22N0Vf04ZSRH5GljQ8flaKdcNyWDO9luo1FPtpGoH0CBtF2z2Cp93fXpDt2gUZMeKRj5GsjXhUIP92DxhaOVGU2wr0zZfDXeMCjSwkzWfZ8Tk1uNGjuiimLmnyF9SASM2J3WMcP67sTFbIdMLCgh601LXBNcE3KJgAy1JYkhWdQCpDDaFACgsNTjzgQ/4rD2KSs16IBIUY/BBJXDLvptJDElWd+XyLrdpjVgvaZsH5cw/QuCknTu6yNaswKlhj2Vnu84QH7uAT0+u4yASvodbQse0FXg0fPnc9T965ExF4/Pweqp17uKG5yL8//hjMCu5tTmBtKjIfLmJVWURq2tbhvcOYYBKtqxnSVMAqXpNoXmtXOLdCVWgaxflgWs3qz6ah0SMlHdtQKTStTEAi4RWNQQodu1DIBdZTXrwQAdt/mMgpMuirScOAASjKmxX98OV5FOM2RTavmU4HAzoVJlA6hS0FCa8ZR+PlWOND0q3Lm8Zl+bklfZcSiU38Ni4rTaQlSe09ZF3q+CMePozK2hXF2vd+xIirEaISCISGoEQTXx0hgSQvCKaLzhz+AEl/AsqETbp2eubUwQSS0hKU5Y3CpGUJhdIrJpMJ03pCVdVszbeYTacYUypwEeVkH6M/rU1m1Y5o5VMrkvWmFBEp4jRofIIRG8jGhokvmdZMLEZpZcp8PuP0tTtMJnDfvedpV5Z6UrO1PWMyrdjamvM9n/swT/3EOZy3g7bgrNvO122naqlw3Ht+FwRcBU8+dgeZdAJGQoqQ1crjWsV7g3PBYU8kVjhVi/qQRiSk8LAszp7l4h13ceHcuaiO9eoM9MfBBkK/eR4y+VqlJMeK4DUoWT0CVVzSrCoVJKVHcGDzAYf3ZEhgNiwvfTVLkpl8zYbmz03XoYyCPZSgFdtvIobDJLdDpWx4jonIDdtKH33xXgfXb5zcR1yNGJW1EVcJClvLEPERva+U5BVFE53fWPlUr4OJp1MPgvN4Dv67xITR44OSJu/gSybJXKUgpuX8+fNsG4ObOarZnGa1om1c9i0Lx0nEx3XqREwXYvLsnxSp6BRPzH0FkdyEc0A7ZShFj2arV/SvC0EGKeWIp6phti2sGkOrhpVvQA3qHeo8akzwb3IOh/Ce44/FRMUL4OL+hGndcq8c47fu/kr+79d+EBFoW8tb3vdsAGZ6wBNnn8K1IaCgbRyqLSIpttfgnQPxUWXzeO9R72MNVc9kUjOdTrG2plmsODhY4NRHs2q4ZkbSXK/rRC3dNJ/I4nCtIBpUzTBmPF5jGGrIHrY2NHv8I42bQ9S0nrI2JEzlPoeRJjr1Kot3ichrt42kPLxJ+YLOr7Mkc7Hzayqkrm8z7GOyEq+ZUodEbuA7t/aAEvuftxt+P0c8LNjwbHrZ2h0xkrURVw36VGwghnVbpFloWPlmMBGmFA3pVbbZ7ROJXZqE0nEKwra2PC0rIv9UQGLqDlXPYrFg/6LFWuHihX0u7B3QukgbypMxRe4stNDJI/GLtUGDQ7kpHM81E7hcnDvPwqGMlS2ln5LACiFlRuURaRHxbM+3mEwsdnfKbGZYLRtW3mGrChHlt5bPRm/0HWnQWFDdKPef3Wb7ZFeOSkWR2qP7wt9e/CmrVYO1FqvQti3ee9KJeq+0jcNYsDZULfDe45MTvnpWqxXWWipraYmmSDFBHYx3M/shJqfFEiUJoX8/E7sRbPbx05IBDZiD0JGSjcrSgPSsEZocWLJOlsq/5dHVh0LtvS/BQL3Kh4jvTWlGLYbBuj9bsV2xrPfdK5cd8oy08Qv7ICqZDrcv+zVixFWIkayNuCqRfu9LMpbNTxs22EjGigm1nFS7bcO7wXzbVxM2vU+TXky1IEWLqp62XdG0BmSKmBAQYKQlJc81QiBqaRINIlOcGU0286USQcEsGHLESU4zIvlV9j+rd5GUdXOmDVREfTApE5zqUWG1XCFi2d6Zs7U9YzYBvFJVFbctHs8H3BNBl+Xt4czxC8ynLfNjS55/5s/jucOnFqc59ZX3cPA7Z3j/p7+Ga2crHn/mszQ+GL6sNRhT0bYN1qb+BtLmYtqUcsL2zrE8OKBZNXgnVPWUqgIToznDzYjVCQZESMrRIOXncM9UNo0a6Zj+QILSbvdDkVeXKtSAnV2K86SxVT4YZMXsMMWrGN+9COoNDyC9oIGinR6RK/YdHm5we3rHWzsm6yhzea0Rx5GoPbwY3tzL2e6IkayNuPpwKatIr7yn9FWx7Oic9i3n2oHKkBPJwrpf25r00bWX1QdVhH6pBRHw4lHT4KmzWa6qahyKGB9KUNluQhYJec8MwZxnTWBbsfBRfE9Q19BYWFsxxMLtsQ8iCqm2oxCKFaQccNL12Xnw3nPx/Ap/cR+xllYbmmVDXbWkrPfWBjPjXA/IpauKc62qcNynHf90XvZnD1zP285/BdXcceyFd+L/w0nO7h0LDvqaSoApYhy2CudfqcFWBtcI1sSkszHLvqC4tmWxt8/BxT2q2jCbb3Hs2JTJ2YOwXkO8ZFAq430qJn4pmIQWAyAQLx/va5K9OmI0HHlDojb01SpTyeT3Gp38N4yltQsat+/5eaV9y/GZiE5U6ZIPZRjrhclbCxJXqGXl9wYGCtewewVvLfPQ5WtQvM+rBibQIYrKW2vnPuLhxZgU98piDDAY8ehBMZGtOUH3N9s4CV3qNyM3J/39L5kHamCOCupE2MGro20bmqYJBdSdj6k3yFGRAhjRKKoFwhYc5y3dV1ti2y4a6XxWyEKUqIOURLaMdEznpQbUBJKnWvTV473inKJO2N3ZZXd7m9XBggvnznPx4kUWiwVPlL/k2faj2LtrSm5qUL5sfhfPPNGRtSccv5Nr9vfDOdbK/MY9nnTTp7DWUFUVVVVhTMpRF9J3qIZ+1XWNsT7mE+tm/OViwb333svHb7+dO++4C49y7Ng2k6rCiOScX5e6P4kfGA3XWbxBvMnMQcUVfKh4J4Nx9iCTjkAqPdtX93pPEDIYL8UxijGXxznFsp7PYzFGiz7kWp/lMl9sFAlcKsqeAnE2Eau1tgu1Ld2lQ55r+hdl0KBe6p6NGHGVYiRrI64qHPrD/xDJV57zipqfPbUivR/MqBvVj8EBUiqJ9YMVi6K/lUNp25bVcsn+/j6LxYK2TbJXIApSTJxpX2Lt0NDnztRJNPr1Du3jiRasRCnVi855SeJJhnMQ5lsT5tsVs/mEelKH5K9Ng0GYVFvU9Syf8wt3PoQ9ALlQ4Q8E34QDPPP4J3PNVoDawvNu+kj+vNqf8od/+eSsYAbSqpEkelbLhsVBw8WLSy5cOGC5WuG1U/cAmrZhb2+P++57gPvvO8uqafG+qwea+hiIUmfa3XT/ugjE9C/Uag0lEArHsHTJNw6wAWOhIB4F+dJ4I7RkNcP2BibD1HQiUZSnkQhWQbTKKM/AmsIBSgI2DK4p/dx08Ll/noP1pTRXKHVZBByYVXsnVp6ydK8RRwx6BV8jRjPoiKsPl3JfGVpRdLh8w6P+YcEDw3Vrx5ENc48O1stgAnSCcxVePc77QNgajxeH+lif0vhY09Qgxufzdapom/Jqhb/W2tjPboaUpMCJhOLtHkQCyQn/DBqJQiBpPhwXyW17Z3AeVu2Sqp5SV0JVGWzlaf0K34QoVGMMxgj+5gVsh2S9fmkRA+fbGddO9nrXZ9FOiosFW/U+i0XbXUdRxCQzXUgTsmg92njaBlpdFbm6gtl4Np9x7Ngu00nF/c39LJYrlFBnFTEx2CIdsyCummqBRsUxJiLuhUfmjeNdOGw8RMakaiiqXvaIzzpPWVe5ypGdVTc6kpdc5tYiRynaL8hkMkVG78Z+QIEv2qUwqQ7G7OBKrKH3ndL1bdN3YNh+lt1KMpv6tunExkl9xFWMkayNuKrwoGaVS+1UKga+K15dTg7D9g9zji4n0by42DYfspiUwnzuaV2L88FE17Yu5BGzsVEBjObJP+UWkzixO9eVrhIjA+EsnKSm9xJkm+CrVBHslA40qEYBsXZoqo2pineOtvW0hMjREPQgOO9wzmKMUlWhzJX3yrJp8NOuIoSYVD81lb6KR1L4UHtjdwkXwrFjDZN6WpAPh9c2Rscqy3bJqnFUSCwFNg0JfGlRrYGKqqoxxuJVadommIATAdOSKKVB0D3O5/sriShsYgRyyXEX1pl4vzqfsOEOl+QaG1nXg+10ieZKAjRc9hCaPowfldfrsOtRXuU14jXswNoX7pB+jUTtaGC8D1cMI1kbcdVhfV6TNDX3lDQd7JREFUP3vgfp9kuKxNrxBiYaAcST/cw0RmwGApSc5g2KoOIQAkFTX6Pe5GjH9MrEwkAgUhVo8ENL9a5UySkTJBZm74IhclY3LJIVJiNV7LuJJDWkyNCUd41Q/Fyd4tRxsL9H4x1iK5AVdW2xFlzM4+aci35mhgdkhm8tYl0431p52tZfs2MWHLiK/bbmV37n7+Aft6I6Hh3bfneOfLbmgZvnONeQ6pt6bWlbz3LVhOupMKmnGN+QlCvVkNbDq8OrZ9W0nL+wx2oJB8tQySBUeGjJPmDpTianscG91DU7nXbBB0VwQY+v98yISZ/rM/YyqlKHgzMdf0DyU9vp/HOvkvKUQzZjP8uPaZ+CIOfxlK5DqrpBaC+R2uFxcrdK5qYpPUp6+CiuR/ExkbTylMtLvBYY0X/7BTyRjRjxyMZI1kZctcjWHglKUiIsmECgytqf2YenMPk8mMkzm2/iwUqftHISleQvJoIS6nOiQWES8aREtGFyErxKyBmmhkk9YblcxPak7E48UDKtxTxfOZN+OG+fk9ymDmnez/sQoBCUJo8xgjU1hhYxISBB1MbWHCIhGrRtDctVi/MttoLZvMaaCmMEYwxVZQHH3WaH/3rNM7nTHgME3wqmUuZ2xfPOfAwAp4JMhGtPnOP2z17P8dkDyL0V5rY5AMem52jblkRCvXcoBmtqvA/pOsQpRjWSMECasJ03eOc5ODhga2axUf1DQrSqsWEwJKUtEbXMGTTd5E65HKZWDqtjKo903zeY6vJ+pZJV3saOI3aNl+91sHh4HBnuJnFMrCON11ItNtE620s0WxLFoZTWDaPuwWXD9yQRwxR1ihakbZM8N1xWnFcmnZsiE9aevkZ8sTFGg15ZjGRtxFWHcsLSNDtuMB3J+g5rSJPomm/aBuKWZqE0gXaO6/1fG00eQlFZS1JFsliKCK1vQStmsy1aL+wd7OXDZlVCBdWQwT+vjP5c6ghtaizKHmdH0e56JNUxrA/RoWKWZDVGo8m0cIoP51Nha0OtIMbgvKdpHBOpcG1LKzCZGP6P676eOycn8nkbG9qd2yWf3j/JY+YP4DA4hWc/9cPcc/8UUyvahHCI7ek+N5+6k6oKpbi8D7OB90pVW0QM0rRgLNI2CEFRCxGi8aaoUFUVx44dZ1oriwsXmc0OmE6nGDlA1YWqDkXAQamYCuFGqkomwsOhlIWwckAlgjccUMVTQI8LlQQnESZhbWj2xLeeXDbcaiBJDQnUoEt5sxRsW3zuqVwKwSYfU8RscLbLqXDovPvWvmvF92rjXLyB8JaKZ3lqw3ZHjLgaMUaDjrhKIYRJxSYj3toWWrxZc5hOE5wp3cH7f/1wn7gsJZbtTEGRZOBxaCyLFEiC96DeIN5iYjIqFVAJRzVFtn0RjWqQoNGnzXuPdwLeRHOVgBpUDV5t2IbglC9Gu2g6PILH5PqgSo4k7aVG8Bh8v7ajGtrGc7DfsL+/x2Kx4ODggOVyiXMpvYjhZBuDB2JjqnDd7Bz/+1e+jZvnD/CxvevwGKzA406d559+yf8M53mnxRrP3/u//U+ObS8IedNcIKbqUFq8b1Ba8NA0iveCmHA9wr0MgQNiCT5/mKj61WxvbVNVVbxfPt/7pIwFEmwpo2E75bMYXnSLe4//0b9vM28onPil51KY0UuFEQbDhlZY63dWrAbbb+pHGTRQkrGyvcMbCJUxJCp3Eqtq5evjyUEOJkWgJtVFi7qk5SUrLu/aSwddGLLl8p5c4sFrxBXGoTfwMrxGjMraiKsZh3zTdePbQxUIU5p6oJNE1kWFzuwj3fuNUXOZIMVmvccTyJtrNftdNW3LarUCtEupEPsSVCTBmDht+kgSFJTgkxZS5oYcagZ6RCFkXDWxg8Vzm4L6QlWhSI6r8bPAdDoBY9jemlHZirq2TKYTbGCUfM+d7+GPT97CB7/8ZlxtQWBX97CR2DgvIUAhXkRroX3PDlvvNnz3c97O1O7hWocQiqOH6MRIKpFQtaCFVlvqKpLa6LyvPgRfWGtpmoY7PncnO9uG1f4CEyNk13Ks5fuv68uGJrdyffqzWZrbiHz7h+Rv40ddW37p+auLIs0PFwU5W+tHbLn3QDPYrhTQcpezpNg/RlqUWzuk02GMh/U9lbDcb0P7ef9ym3FCf9gxmkGvLEayNuKqg+b/Y3b++LGcO8vvf+mrVj7FK506JqmhDU/xSZ0YKgX9/hS7FQcME5bHEOplqkLrwfugzLi2AXVYCdNpSbiCqTWZOD3qA4GDSLRMC2IRTCY4yT/Nq8Qa46EoumrwurIikZRpUEtCTtxM8IJjuUOspzYGU00w1lDVhspa1HucE6qq5j1/9ng+/tKbYNqVtLqgM24/fy3HJwc8duu+XmH0cytL9YQDvmPvz7lmt2W1qvBGcnkp9SlKVVitQsLgplU8FdQ1YoJKGLovoBbvW5wTlivLdGoRY1G37OXrEtMRxpTZH/EDAtZNGuUYKqsdrP1lMCg2jIcy3UY5vvIw03DGvjhoGj55TBZ/e4lvSWOkc/ovUQZQeNX+0C4I0pDw5WOV2xXL8jrtX4pee8V+AjnAYa2ReA03ztdDoj1ixFWMkayNuOqxZmZi8DAeJ8o0sW0iXV6I+ci6HdeS5hbNlfumSbXjd9pbXx7LOWW18jgHznuccxiJtSvjxC0pjYakUlGxj0WbIaJTQdpgEiSqUmmWjyGjybfLe43BDn1VMJ2ApyMrjhDVaavS1OciuewIw8f/t0DUStwwPc8Tdu8BoFGDCzlJANjz29TbK24+dT+JbIdzCOWlRGyM4oydETBWaNsQhZqLpEaWoIC1hq2tGbWZYitYHuzHFB/hWhrbEY18aUjXriAWfv0JX4v1ZX3Xw5jD2tJic5Wu/WFaDx280cFf6BOxZIZfO8zwgWXD+AO6ElT0CVmvLwU5zNeoIGxK38fGa7+tTFI3Pj2VnZb+hR9J2dHFlVI4x3sOjD5rIx4FGH7Xhw/kZRqCS+Z8Omz5hnWHtrNpvXSvkAtshfddOggdFkSUbicZyCXGEFWuKq/LtUs1FHg3NpgccyZ7IFbIDDJaJHc5QAIBNdlsqArGTIIp0jmcF8QEM+10OqGuQ8oO9tYvwna7GFy8DhfaGc225YOnTwb/NIr8blKFKNq4j0iIPLU2laASnNMuRUq8UGKEyWTCpK5RL7Sty+pjvCRrL+i/3ziAPp8JpCAyG/fbpHjRJ0ylT9cmlOeS+r92/OFTy7CB8uMh1yUfa3iM9Pmwa1YogGbQnzUTaG/fQUObzuHBzm3EiKsAo7I24lGBS80hwwf38sH+0HmgnNTTdhs23LQsLR/6EYU2UnRmIGLeRwd5m7y4k7qX0k3EriiIGowJRMzEguYoqIa0HFndi/uYrKDEJLs++IZJr+xQslNFn7GopHgMTetw6mm1Qew87GCVZrVAmfCCez7M79z4lQA8ZvoAL7jmQ2zZVb4GFmXhQpkpAK+hQx+6/ia+6uzdWBXwDhPNmxpndRGLd4prXQyyUFAfAwmkV8uydZ6LFy9SaYWpPe2qpWlDWhIfz8en6xIrRuV7/1AJgMZryGD/cpPhwuEA0+I+ymC8JqKmPZ6+NjCz/5d0KtYw2nLYpx65iwO5fL92DQrJ7FCVTjvxNh+8iCrdtG3Zp/61GTJC1pG/gIesH/FFweizdmUxkrURVz0e6nd9SNQu2d6GSX2TmpZMq8R9LgkJCXLr2lJZi4jgnMO5UFlAiwNoNIn2ZkyjGCsxAs93ZiykM4tq+OwjW+wyhHUKnkZ/NTWp5FQMeAgsLSpUDdo2mGqK9xbnQja51WqFenDqucncyz9/7Du7+Xpw/kbgMxdP8/jj9wFww/QcBs+5ekKzWoVjm4qqmgLQtiuSmljXNc55nA/99c6FCNsYqYgI6j2Na2gah2tbjBP8yrFaNbRt24umTDc2+3F9AUpNIla9e7K2QR9lVYmembMkTUW7iYSV5sGe1bAgOgo9P7vDulYGwgyT8JZj22/of3ce/ev4YNdvOAGvkbtyBRuWjxjxKMNI1kY8qjGcAzZ9zmpGRJ5YGCxL78ttH8KkX06wIko9qajrGhC8jwlegRAg0KWn6LUvgVQZIzGKM6hlzgOaHPw7aSak55DicThmCsYUCktU+FTwagg5ycA5ODhYIMsV1URxruHg4h6zeovJBOrKUFULTnzbVsiFNrhSqopTwalBxHHfwYzT8wWnpgd82fbd3H7hDCupqFRpV452tUBMCI4QgdY1saC7x7kWsFRV8LvzuLidRYHaWObzGaY1eGlZLJY4F4q5l+pTvg+FOpD8+fKH3n3adCO7sVA61z8oz9hEUhgQIOkNwax+9lhY+tiJoYFgSbF/SeaGY7g4wKVMnPnctN/tIWns5W8rT3UDIdPhRodhk9L3YPuM+OLgkHF8WdodMfqsjRiRf2OKyWUIGUzQMliefL8uyc0O+dEZ+gSF4uc2qi4+lHnyFajgHLRtF91nbKeGSAoVLUygKQt/cP0KtiifSV9iJ0AMLsg5wrJyGLQ3vIkBEKH+qBHLdFqDWeBpwAiTuWFnd8LOsSnTrQmH1ezyCA2gxnDL7llOz4Mfm/PCfattVARvBSSk7bDGIhrSkBhM+CwhUa56j7o2BBOqwbXRXBptocYYbGWpJhaDw9OioqFKhNtASuiTrZQYuLx9UWBE1RQ7FG1IMK3mcVUQpPWXdu9NNw7LiN9k/izHWq+9CCtdmpneldeOkx86RtMYLhjXJrUu98l3apsOti19G3tqW7FfNqkPxn4Pw8l/nLRHPAhe97rX8cxnPpNjx45x5swZvvM7v5OPfexjvW0WiwWveMUrOH36NDs7O7z4xS/mrrvu6m3z6U9/mm//9m9na2uLM2fO8MM//MOxksrDh5GsjXjUoJgT1yasTUQsqRHJ4XtTewlDP5yNyx8EIRnrBPXBeT+pUEBQzET6k1upqplI3IzPqktHQkv1zGSzZ2mLCu0KXmOZKcqJPep6xQlXVU1Vh6TDrlXUCQftKd59+/P48Oe+gsnEoq5/1bprIUxCorfe+rfd9RTua3YQgf/4jK/njc/+Rm4/eTLuqyEtiPfhHpqUKNjEftNtp5rPwXvParXi4sWQtLdHvvyluUAiRyEaN0XYriunaYysMaFMrqTbbiOBHRx/A4HM6tiG3Q/td1oZNyjz9A0DKXptSP/zRl/MdOxiPGbVTIt2H2z8DwjZmgl6E2Erl13y6WjEFxV6BV8PEe9617t4xStewfve9z7e/va30zQN3/It38Le3l7e5gd/8Af57//9v/Nf/st/4V3vehef+9zn+K7v+q683jnHt3/7t7Narfj93/993vSmN/Grv/qrvOY1r/nCrstlwmgGHfGoQamMbLKm9JYJPZKmSiySvWEu0bzLWluXCjDopQlJE54PpMS7pHwFUhMCDmwnhMUjapxpJWasCNGcUY1TQvkpfEg+GwmMkshD6EAnRGk2X4lEghg7J9KGfQ1Z5bKmwreOyaxCjHD7XU/hjvM3c8e5m9maKU8/uB1Xh/OyBdFIf40qrcLv3fskzrdb3Nscy+eSrugffOkTeMIf/mG+QOGaaaz+oPikjsW6oCkwQ+OJCGF7Y0J/m+XqcAZREIz+fe6IahIfOxIbpahhk+UgiPeM2E/QnuiYyVhaTdFcVLtKIie+/zmXp/Jh/9JEXpJIX5xj7xjp8Ik/X2pyLMhYSR41HX+wbyay0AuQGBLTS/l9bpa6yZd+xNHAUQgweNvb3tb7/Ku/+qucOXOG97///XzDN3wD586d4z/+x//Im9/8Zr75m78ZgF/5lV/hyU9+Mu973/t49rOfze/+7u/y0Y9+lN/7vd/juuuu4+lPfzo/+ZM/yb/8l/+Sn/iJn2AymVzO03vIGJW1EY9KrH3/hypAoTiUKkGZywyKCb1UEgYT0PrG6wpNWue1xWvDqlnRNE2IViRGgqaZPE52IQluUfZKQ/Jb7xTvuuLtmVAa35E0QrmgxATKCT5N/mmiL0WjdOrWgqk8VW2xlTCZWG46+ddITET8+7d/Dbe/93FRLdw8CRvgA+du4C8PrgtEDTDDGV9MJmeqBiMTjNRZWUsXLuROW7/mSiBwtrJUVYWx6+lO0oblvYTinvsicrQw/yXCWI6PnlKloGoK5SpUCeiNqf4hu/dp3Ybz8XRlzRJZVQ0poP2wHxJenmKsDI5Xnmup4K1dy+L7UC4DclLfpN5lc2r5BFOcb0kk174mm1TK3gb9Nkc8OnD+/Pnea7lcPug+586dA+DUqVMAvP/976dpGp7//OfnbZ70pCfx2Mc+lve+970AvPe97+VpT3sa1113Xd7mBS94AefPn+cjH/nI5TylzwsjWRvxqMalrChr6wploFjUTbpxghlautZMTpkE9AmexsZa1+LaNk6uYUU4RshllsnE4BipsHsoUlBBrG+ZgwkAMUE6SUEKhhDFuVZSCwpzqgxIRch/Zq0itDRLx6pp2J38Od/x9LchsbD8Rz74+Kx2ldchwQh86dZ9VCyB6A+SiklG3HLv3aEHEgIMnGtYNgsWiyXLZRNLcUHbuhgd6qOp08d+xnP1Tbx/HVkrucTweg4xNBUOxwHDdb1Ww5E8ipci8rMk9sPjDdq7lOqbFw/GpY8PF70HDD3kPMv+pHF8yAUp/eZ6yhpJkS36ovTNzcX5luc1NKde6kHnCzGPjfgiQK/gC7j55ps5fvx4fr3uda+7ZHe897zqVa/iuc99Ll/xFV8BwJ133slkMuHEiRO9ba+77jruvPPOvE1J1NL6tO7hwmgGHfGoxWHzgQ4XDiYY2GAtkmJT6SYfEz8ni2aa5L3vfIoyUYq6i/cexSBU0YwUEoAZI7GQe5zQDKGRJEaJB7WIUbCKxiLlQVpRxMf8a3hilakQNRpLVrlCPhuKF+Wkr6JUxmKNxeiKg5VDMKxWS6bVeb7rGb/HRz77ZZjruivkY8NdvYKAa6YH/LPH/i8APnLuDO88F35UxXu+4S9u50l33wW2QrCBxPoVzrWohnx0KQ+d9w2th9aRi9c77/HO4Vbh+CrgVGPxdo+m0lzxEiUS5aS7N9n3K5LwbOpJ6qbp7qnQEW/yNh1Tz1djcHGzCFW0kVWutF0siaWE42tSpdL71G7xACCATUELBWHqmd+LQ6Q+l0Q0Le+paUltvQShgzg+03UoxpREkTj7zyUzbkk2h2QsXY+RoD1q8ZnPfIbd3d38eTqdXnL7V7ziFXz4wx/mPe95z5Xu2hcFI1kb8ajGxgn0kG0OVeEGE9xwXf6jxUSXVhcKSacyhBQcxtQgK7w3GIIPWTZtAYgeoq6EIAJNEaHxIFLIHarBcR6NdUhLMkEx4W+SfESZzQQrBvVCswyK32Q6oaqFk9sX+FtP/GPuvOX02sVofahv2niY2L657cm7d/P7H1zxjef/nJ2LFzjt2zhpW5xL9Ss93nm8C4qhkRQ1awjRmRYRDRUaEuHQ7pzVR6IW/fh6t0mL+zQ490vmXitUSdEubKJUky4RV7CZ8JTkn4LQQZdaJAY+pLJhqnQVKaK6KtJ2464oDXWpNB1FFw7lRlrsN/Q367VXEDpl8Dftnwjlg33RRqJ2pCGqyINGlHxh7QLs7u72yNql8MpXvpK3vvWtvPvd7+Yxj3lMXn799dezWq04e/ZsT1276667uP766/M2f/AHf9BrL0WLpm0eDoxm0BGPWujgw9DUtfZ0v3HHYr/hbJTeH7L92u9anKCNGIypEPGor/CuAUIEZG/CVroUCDGTv9eoqEVykjoRuIagDtSHXGxeNStRUEzgSfUQKBPxdoRGaZaetjHU9RRrQ44zIzWL1T7nz++xalfc/dnd3jk2Dn7jr76Wf/H+v8+P//538ZF3nOmZhd9352P4c72eG+65h+39PZrmgOXqgOVqwYWLZ3He0baKc4rzLW3b0LYrnGvQlAcikWMxJP+wdF2FmIvNDxIMF/diSDR690yLMaGDdVl6lG4sbdpH15rutZ9NloMx5aFLdSGgJi3XWMWh/wrbtsGnrdgvK4L9U+inkytXDlS1TRiStt66wd9swpXDOdlIykZ8oVBVXvnKV/Kbv/mbvPOd7+SWW27prf/ar/1a6rrmHe94R172sY99jE9/+tM85znPAeA5z3kOH/rQh7j77rvzNm9/+9vZ3d3lKU95yhfnRDZgVNZGjLgEdDi5+m7SS5/TdtrbsFNASpNSSQrypj0JQ2J5JYPS4r0JfmuANaarAqB05s9igvXqqOrOtJdNbdJtl1Qj54MGhxLTS3SlpqJYFY+h2cQW+qHMtyZszxyzubC32mexcNhVxfkLF1jswzXX7vI1/+gTvQn8XLPFH913CyLg58L0cys++hvX8h9u/OZgJhVhoktcG8iUOlg2Lpsrl6tFvn7WCpNpHdRC1ZD8VzyoA3zw38vXXPM1996Hl3PF+uKGlwxCN3zuaVx9VqHxIJnr+MJU6INJMvWjvPGqFKlHOjOrDBpXwnZpDKhoJmJp/XBc9Q6VzndwuinadE1cvgRRK5cPfeV666UYh2kMbmBpvfHa68SIRwwOe7i9HO0+RLziFa/gzW9+M7/1W7/FsWPHso/Z8ePHmc/nHD9+nJe97GX80A/9EKdOnWJ3d5d//s//Oc95znN49rOfDcC3fMu38JSnPIV/+A//Ia9//eu58847+fEf/3Fe8YpXPKjp9UpiVNZGjNiANImVKkA5x6SoOqD3I/VQJrdyl/wSCI785ZG0xwlEJPenRwqlIwVl4MK6BdNH4hciK7XoSWkWXbsWRd6K7rqE4IWqCkXbra2oqpCnY3vnGNPJbK2t+5bbvU6fb+Gm83fy//yL38qLH7O8H2srJpMpdT1lOpkxmcxCXreqDsezFcZYjDFMJjV1HUhbZ0bu3njvWK5WLFdN9G2L55tIKsGPLznF9/hCup4xj1tHaNbZRr6HUZEszbvrkZXdh1KVKpPWXsJquo4NTCudizGBJJapR3q76oZb/nlOuuUDyDDitFQHD2tzY261ESO+APzSL/0S586d4xu/8Ru54YYb8us//+f/nLf5t//23/LCF76QF7/4xXzDN3wD119/Pf/1v/7XvN5ay1vf+lastTznOc/he77ne/hH/+gf8drXvvbhOKWMUVkbMWIDepNM8VbKDwPlYZNvjpRvCtFKiQXEi0nKEMySy6aFWDLJShm9GCp1CxqczQcTcKcCmqi0xAz/kZyFqgdpdvYhOXCqL5n/xv5FU5oRQh805ERL+d6aVlnhMAam0wmrVag2YExFVdeoKJ99k+Gm7/U5KOL/d9cT8/k+8d5P8pgH7mApyny55NaP/3c+vXMDX3/2Y6yAemLiCRqsFYw1OYJVpMryoIqPryYkr9UQ3RrIZ0yQm9RBLILFmir7/6WIyUKEDE77aSF0LErBieakytobFMU9T9ew5Nw9uSupb92AkHKbYqwktUkGf8tu+XK/UpEbqHNr5soNJGqjOXiA4Tb52g33KR4Yeq4CBYld841cFyxHPEJwFPKs6aUGbsRsNuMXf/EX+cVf/MVDt3nc4x7Hb//2bz/0A38RcKSVNeccr371q7nllluYz+d86Zd+KT/5kz/JsKD1a17zGm644Qbm8znPf/7zuf3223vt3H///dx6663s7u5y4sQJXvayl3Hx4sUv9umMuArQUws2qWVZjQkvl977YHYc+haF8k3h1XponGe1alDa4IcVZzfBxM9hPrM2fHnNmgwT5J1UCin4sYUoSJdygg07TddGObkmf6dsSiWYYoP/k8fa8PnYsW1msymr1bIwLXrOfNMyEzWApx6/E1Xl2oOzvOjT76OqDdYanGu56cIdPPuOP8UvlywWSy6cP2Bv74DFYsH+/h77+/ssFkvaJtT3XCwb2tbTtspiqbSNCTRWNauKgnapQ9SgEqsRWPDG0RKywjmNOcrKe+uDVRWlK3mRCHJJLIjkuNDcMukrL7Mk9VSLUl79MZWXlQpfQYy0+FsSrUv9iHf3Y31hVsJ89/6h+Kdlv7YNn9dsrMPOxL+9iT3tv+E7NWLEiIAjraz97M/+LL/0S7/Em970Jp761KfyR3/0R7z0pS/l+PHj/MAP/AAAr3/963nDG97Am970Jm655RZe/epX84IXvICPfvSjzGYzAG699VbuuOOOXH7ipS99KS9/+ct585vf/HCe3ohHCTYIDuHvkOwpLNXRNBbX1rhG8NX67NVVGOiSoqaJ1sbySxKZRlblPDgUmxynosG1p+KUk64MJ+Ig/yRFKJV0ApjPZ+xsG865Pbx37O8v2d7aZvK4jkaoKl/zwY/yVZ/+MwQBC1IFU6qIpa4rPBoDBkKQhbWCGImEwiPY4MvXNMHfzkgkjIKrLJPaUnlL0ybVSqFIyqveoTiyL1fyZWOdV2TzdxL40oZp41K+wme/r3xJ03ZF45v8vDaNDSmOMSRZqin9Svc5t1O0uWYSLpsZLPu8TK6p77qh7cOI1qY+DJeXnR7VtUcmrhTZHscCcMTJ2u///u/zohe9iG//9m8H4Eu+5Ev4T//pP+WwWlXl53/+5/nxH/9xXvSiFwHwa7/2a1x33XW85S1v4SUveQl/9md/xtve9jb+8A//kGc84xkA/MIv/ALf9m3fxs/93M9x4403PjwnN2LEBqgmpc3gnRSTscYC7ykQoPMPEgkKm4dAqKQl/8KZGEQQP5fKU/4NNMGUZnRgkiKRlpDMNQQbOERC+gynHhGDpWUy8cxmYKug+om1aOuRSVScRJATQvsJH/PFhXNzrcO1inMNxgYKWVWCiKGuLaoOxKEhU1ows6qAC74lQaKJNUMN2Epo28ByRASjBu9bvELdGlwsw5UIValWDf26hj5sa+kuhE4ekq7NctthlOXQRJqaUGJUrhTbaBdQkBTOnlpX9mnThJbIXkGEyv0fLE8axellvl6YVn1xfJ8aLydsoUci19YPMU7Kj2gcBTPo1YwjbQb9uq/7Ot7xjnfw8Y9/HIAPfOADvOc97+Hv/t2/C8AnP/lJ7rzzzl7piOPHj/OsZz2rVzrixIkTmagBPP/5z8cYw2233bbxuMvlcq20xYgRXwwoxLqeHghEJVcSUO1lhy8VuvBeCF9pzcvL2TLMlZtny+TkXTra58CF1F7qm1fapg1JZxVc62mbBd6vqGyFtZaDgwX3/vsDfNsVa3eV5/y5i1y8uM/+3gF7F/e5eHGfg4MFbeOACiMTROpIRj2tc4gIdVWF1CXqQDzGKraCSS3MJobKaCxzJPF6+XgtQi64tlHUR/NwvBrZ8qabX6Trqh1x2rS9124bDmmr9yruzZqlUMlJYst+lERw7Q6m+5XudCKG6R4Wv/LDO78e/DDoD/3zKg/eI/WH7dxrKPY1JviVstNr5vwRI0aUONLK2o/+6I9y/vx5nvSkJ2GtxTnHT//0T3PrrbcCXemHTaUhytIRZ86c6a2vqopTp04dWjrida97Hf/qX/2ry306I0Y8KARLqFwQfLBEDSKC903M3B+JU1FCIU/wokisFdAxOSGXWMrlo0qCR07JkZ3Yh0lK43vVLq9X61rUVzR+xbSaAYaDvRb1B4Cwc+w4tdZc/M+e7e8CXSgH/8sz355hrQ3F6tXHHyBDPQmRniniNZDUmMbESEzfkaQnQgLOrCgKRmwkmokBpQvkY+4yyefuvKC+wrkVjqA0ugGLiV3AOHJx9Ex+4vpNBKN33QZKnGqRdoNOEYVoxqZQ/HzHb1rtq2DZTJpSg9DlyisPn5cVJG+ozK2ddNHfTCZLggk56KFUzR7UJKrFX2F9fI145ONSqunftN0RR5us/cZv/Aa//uu/zpvf/Gae+tSn8qd/+qe86lWv4sYbb+R7v/d7r9hxf+zHfowf+qEfyp/Pnz/PzTfffMWON2JEgmZbU1duXURymaVQoH2Y/JTOLIcPiW9J5ELAdDY0X06uJSmLPCiRkrRNaS70GoMkVGibltXK4xrHZLpNVRmmk5pV0yD7K1aLJfPtbXTp2P9PDmst27szBKF1Hte6kEajBmss1lqMDf1NZbKcCydibJWLpqc6Rc4F3zY7sTERsOLVoSnIgFAn1UsbS0fFq2lsOBenNP7weSDNOyUJuhxwR6aRLwybSPyD7zBYNE6+I0Z83jjSZO2Hf/iH+dEf/VFe8pKXAPC0pz2NT33qU7zuda/je7/3e3Pph7vuuosbbrgh73fXXXfx9Kc/HQjlIcpMxABt23L//fcfWjpiOp0+rMnvRjya0ZdrkqkoGe02znMDs1SnoEhnvipMm6qRDCYFaoNfFbH4u3rNNR59dIUTE74jk4niraFtV6ivOHZsGy/K1tZx5vM6buwxRqknIdGviFBrIEvea1YKg6JmovkzMEkRoW1bvPOd+VYkRJBqSOXRtqDq8ayK6xBInfo56hVPg1eDEmsxicmJd0eMGHF5MPqsXVkcaZ+1/f19jOl30VqLj4+7t9xyC9dff32vdMT58+e57bbbeqUjzp49y/vf//68zTvf+U689zzrWc/6IpzFiBGfD0KUpdARKmM8pgIxXdRh8kVKxdxTTcj8EkJB96SqZbOWCeZCk3JTkCNLM2nzKaO+dgXcC2dxW4EYwRqDNXCwf8D+wT4PnLvIqhGwnsa3tOrwhLQhq7al9Y6mbXDqMZWhmlSYymKrCmMtGA1GSxOSA1f1lPl8m8m0whrDbLrFzvacybSmrium0wnzrSk7O9tszbcRqaIoGXodFMjg9+Zcy6o5YLk8YLV0MafKF/G2jhgxYsTfAEdaWfuO7/gOfvqnf5rHPvaxPPWpT+VP/uRP+Df/5t/wT/7JPwHC0/irXvUqfuqnfoonPOEJOXXHjTfeyHd+53cC8OQnP5lv/dZv5fu+7/t44xvfSNM0vPKVr+QlL3nJGAk64mgiKWE5ii4GGcQo0IQUXJcj9ExIZ5EUuJxAVQUl5FvTNkRNls7iBpAiH5pPCltMW1EmYjVYvBeaxqHqEWkQqWlWAtTcdfdFLuy1nDkz5+TOFtYqYlJKDs9sOgspRwxYW0UTa2jc+bZT1bTCmApbKcZorj7QtKtcMgqgbRu8cyyXS5qVx3mKuqZtNhUbMXivLBdLVktybdURI0ZcJow+a1cUR5qs/cIv/AKvfvWr+f7v/37uvvtubrzxRv7pP/2nvOY1r8nb/MiP/Ah7e3u8/OUv5+zZs3z91389b3vb23KONYBf//Vf55WvfCXPe97zMMbw4he/mDe84Q0PxymNGPEgiKk1IkNSFfB1IFXRjAihFmYvTYSWLdBT4HphhFIoZ9EnzSfn+bKBosky6tGr59zZJffd1zKrKkQqbG2oJoJvldncMamnTCZTlsslxgh1bQGlWSqrxRJra4xxTKehxmdVC9ZaxAht4whpSoI507UOvItVCRzeBVOoRJlPvdK2Hu+F1gveB8c7kZhPTYMpVqTGiEV12YvKHDFixIhHAkRHx40Hxfnz5zl+/PjD3Y0RjwIIwlc+doen3mI5NXdsz2a0vsZMljjd5xOfXHD3/UrTdmWSkpUzmTNz1QANEaBSkLqc/yupZ3S5vEqPg5R8tbadgre3gFULtbGcOVVxfLelEmFrO5gfVeoQ4WktW7MaG3OdhdqaLeoNbRMqKWzvbDGdVxijGCssDpaIGKpI2owxWAmKINpSVRVK8DOzpornahEDznkunLvI7Z+8gDcGQVk5z/bWNjfcUCPaYnWb2RY8cPYCB3uGe+47xzs/4Lh/9cW5ryNGPFw4d+4cu7u7V6z9ND9+7Xf/NFU9e/AdPk+0zYL3/8b/fsXP46jjSCtrI0Y8+pCMgsl0qbSNp7LEmpgmRlLSZdZPeyYFLMcMhJxjOQFrDlaIn7W/PHuwboiS9EXqhd1dy4lrLVsTQyXEOpsO513ud+sFFROKwwuIzlFpscZT2QqtLC0pRYZBJjOMxKrjmJCOw1Y451ks9rFt6KBXxUjyt2tCGpG2Ye98w8GBw0xC6hKnineAGlCLqCGFUYYEJ6OyNmLEZUWvBMplbnfESNZGjDhqSDVAA0I6Cp/kL6RL2ZGCDOjMer1krniM71J4iGg/z1aRM6w0peacYnGRliZXhO2dCXUVj2MaFE+qRWqMRIIWzI+KwVYhGEHshMoarK1zMIB6Bz7UJ0AV7xRbmVCtQQRTGezWlLZ1ObI1nKLBq0PwGGOpp56q1phTjZy+w3tBvBRpvjQQy5gCZcSIESMeCRjJ2ogRRwqRmCWYNpIaC8QcZMW2qPYTlhZOvtnECaGWlO9UtFweiG57Bg/GKQI0BRx4H0ysxi7xTqCqg3qFCSk6xFAZE3KmaR070WLEZBJnxERytqRtPeoFg8VWBhEXBT4fE78qRhSMYowPJlCxOPU4VQwm+Mx5S9OsKOglXhWvB7StxajDiMbKEOB98H0budqIEZcPY+qOK4uRrI0YcYSgaMjWn/JkqKK0oFUw5ZVJbUX7JK1Aynhfxh4oMSmu9pclEpd81nK0aG6MGIwgzOYWIx7ROuyIR4xArLoQ4APxkgrBxgYc6CSQPHxIYOsVj0VsjVSW2lYIGqojqCIayKlX1wUeSDT/xrQmguBiEt1mBVIbRA3qYrF5bXHOY8XjWotvLc77kaiNGDHiEYWRrI0YccTQeI8jVApwGpLHirTYqDwJ4b8h4UgBBOWTaMzcERSrgrl5DebNVJ0pJb5NZtVECnOONYFKYHd7xqxeYSTW6URRtYDD4RHvUR+KPxpRLBICC7yALAn0yiBGUfU4bfHqUWq8GqwVnLagFmNsIHQuRMWqCl4EscS0IeGEvW+iSVbRWKZLxYFM8DrF6ArFxZxr0DqJ5adGyjZixGXDmLrjimIkayNGHDG0HlrvaL3HuVCL05iGoFgFliZJYYKckkOKIu9l+o1E1nL0aLE+1wPt5XXr8pClCk8KmMowmynWegwek+seKeBQ8UCFV0vrBBvZn3oTyzbZYA41HhEfCJQoTbvE+y28r3INU2M86hV1Du8daKiAkMzEKkSVLuRga13I5ybGBGUyOuuJaRF1gAMPzsHKO9p4XUeMGDHikYCRrI0YccSgqjjX0DrFORN9rbryTMO8ailfWv6bVqcAgiJgoNw3FyXPRK3bOxE8IBcVn0wN1cRHJayJ5lETCBIg3gIVIqHWJwgxfgAxMa2IUaTyeG9QtSirHPVqjKWq6pC2owp51rTVUG5KAUwMMPCIDd5tznnqicO1NZUVWh8oqcT/xXiMGog1TdUHRc8XQRMjRoz4myMHaV+BdkeMZG3EiCOHUJS8CYTGS4xq9OBCjrIy6rMM7wzELKTOUOg7phV+aBp/VE2U0FJ7Eu2nue1oGk37VbXifIMRT2vAxJ8PwZHqXwkpIjRUOgAfE9xajGhIP0KIEkUEZYWxE4wNbRkjoaA7BvWe1q0CWfPECFJFJZhSM9lSg49mTXUeibnayioQCqjz4Beg7UjURowY8YjCSNZGjDhqyCREEGOppcIRSIuPKSfUk/OiZcUsyWibnkQ1EbLuECG5xQCl8pa3A4NhMhG8a4IJ0oe6myIW5wAsQiBJIjZ2LqhcxpoYfBDYpffBnNlllLOohuS2y+WSuq4wxqCqtK0LRdc9aDS7Gmuw2pKUtqZpc/kpYqtBQQO8JZiPFaQF2vB5JGsjRlxejD5rVxQjWRsx4oghRDFKUJ+woYC7ery2hT2zIF856oAe0UrbZAUuvk/7KIUJNH3u/eDGnRwYq8wmFmsceJ9zu4loII4YkJAvzXkNfbY+pvCo4/o2RIGiOQ8aYkKggfNoNJV6H0yiIrHclkxQUby63KsmRYxicN7hvI91UcNLvSAqhKS4gSx630RVscwiN2LEiBFHHyNZGzHiiKH1Hq8VTkOqDWM8OI8YxdqYYqONyV8l5D5Lvmg+BQsQyVSRpqN88i35WOm7lhcm3cuHmp/TqaGqGgKFtEGp86bQ5kL+D0m54LTCmBpFsoqXjioqQVdTH8iUCbKfevB4jAi2qoOJVkJkqLYOo0JV1dhKUG1zhCciNK0L4a4S/PtI0a4SIkzFGZy3qK8Q9YPEwyNGjPibYsyzdmUxkrURI44Y2ugM76NTPdoGU6SYEIlpOnK2CWs51+i5tnULS5+2uEFpJg1pOcCIMNvSYPYErA2Rl0EVUwJRI5o6Y2FS9WgiZTQkmc8YE82eSjBJhvQcgkdyordYcUAVMRLyoikxGtSEnGsKYmzYX9ug7kVF0quSSh4LGio3iCA+/sUUxHTEiBGXBWO5qSuKkayNGHHE4LzQehMd9A2pnJO1JmbyD6qQMTF3WolIvHJ5KFl/he0GCdmk/NsVf1fAViESVATwHsWGFBvGB8VMQ24zFKxYDFWIxEwRnKKgDrBdvhGxkdAF3zdjDJUB1Mbap/sEn7cKkJgEmFgmSuM+NgQaRPKnKM5Jl9RXyZGmVk3MJ+dzwuARI0aMeKRgJGsjRhwxqAreR2KjEkI3NTAtGRCxsqJB8jdL9TNhqKqZSOZ8TG6hxTHJqT7SjonwVBMJedG0S4oRks8GnzFizVGJHTKmwlqTGwo51UBpUVJVg6CyORdzx+Fo21AP1KtDfI2I4NRhJAUcxJxrBL++pok+aCYGK6jgXRsKyxNiTr1XDKEeqKYTipUfRkPoiBGXD6MZ9MpiJGsjRhwxpFQaXl2MYExV032XZ00KkSrupPlD3+zZ/dZJ3Df6dRWBCqZoJxHCFHU6rQlmSiWYMcVjVDCpCoB4gvkzmEDVK23roxJIJFoSAwIIxIlEEH00S4YeO43VCGhixy1i4noNRM4YG/3dlKbxtG0bVT+D9y1WTVDUUJw6rIKXULXAqdCq0sb8byNGjBjxSMBI1kaMOGJQCIXICSbPbLojRFImouZJvvmJNJHNoGU1go6TODTaQkPcJtkRvyg7uqbMzaYVhlX8XLJBGyMYQnWBQOQ09NMLxhBJmsmqGygeF5la9F+TChETS14pKtHUq3UoAm+JkZ4WbTt1LDI0vPc418SanxqS9kZTqfMtTgW1CtrQtI7WB7I2mkJHjLiMGFN3XFGMZG3EiCMG70L6Cp+y7asLpZG87/1wZVIlGtWwVOBTe9k6oMzsoUjOjktvq0TekjnUK9hKqCdamEiDubHL2SaRHHbloNQLIhJrmipeAy2TqOhJz64Rc7KJREIXlDavQKyEYGJKj+C3V+FcTOFhWqwV6omFxmEjWQx9jPVKvcGT0ngEYhfSoowYMWLEIwcjWRsx4ojBecU5F53mQV2Ndy76WrnuCbaI4gQKp7X+cl1T2aTI6ZHiPrvdkgnUO9jeATENxoTggQCP98mZPyhm1ghiJVYo6AIjgptci1fBYMMyAKlQrYKShgMkmyVzRGos8o4nqnMhGjToe8GPzczAupZ6YlmuDBf2UvshqEHdFGeCp5yIDW2MkaAjRlx2jD5rVxYjWRsx4ojBq8e5qKapgnHBA8sTmVdiNfTTbqTcaEMoMQFtcLq3BUGDmJ6sbI9A1FCYzCSk6YirQkylB2JiWw3kyRDSeKjxMUI1SG/OgbWhdqjzgZSFhB4++q51NlgT/dqMqWL+thQYIGgM8VT1WBuCGEKFK0XE0jo4WFiMbUJ/vaLegBdUFCPBjCpiSeEHI0aMGPFIwUjWRow4gkhF271XFIN6hxrp+aJlolYECpTI0ZumU9FSIt3SPw2BoeCkGkjWdBL91dL+EpLWSoxMlZRRF8W7kMcMKwjR3BjJpYgFH8y0xgBGEGlz9QMjoSC8xO2tCW0ZG1KWEP3eQrABscJBSMWh3tG0MfeapCAKzf513nu8KqIu93kU10aMuMwY86xdUYxkbcSIIwaJTvnee9oWTBWUNjF1NOM5RMGWudOK38kyvYfGtBrZj027YAKffPVzKGjnxuYFZnNDVYeoT/Uh4MFYiWTJxGMrYqMK5hVtI+mKZEkB5xpEFCMVSIuKwVKhajDRx07EFSTMYKzBGKGyhsrGeqMSIk1FQoRoZcOJOG9oncOa/XD+BioDVWViQXfBo7HqgXbJd0eMGHHZMJpBryxGsjZixBFGyLkGrQvO/inFRXI7kyLaM/v7x008rCtIgwW5dqh2KUPSstnMYMRhqFDTRJ+y8pczecDZ3LBqA0yiwhWqCUAIkhAD1iTzZizuLjHtRlTcjAlSnzEaX9BVRdBMTquYx83H6gYkFU+DzBiOX4FoNCuHJL2qgog5zGA8YsSIEUcSI1kbMeKIQaO5Mn0K6TU0BIMmwkKnjKXcaCk7RlLaerEH5ToKUhZiAbplgHMhVUY9kaCIqcGZUK7JSEzDkc2f0XEfg4on5FzziFTR3CiIVojxGLHdMgzWVJ0KJyHkMzRrMVYx1mMkJvIlJM91ThHxtG1IJeJVaduWZrXK5xAqJQS50LkG1zbYylJXIfuad5LLUY0YMeIyYUzdcUUxkrURI44YvJITyIbQABOjMzUns9W4naHIqQY9hiblm55DWswConR1Rot1qjCZWya1CRGcoqhLalVIpRFMiR4xFiN1OIyRaM4UjDGx7xLTb8S0Hhp80SpLzB8XwxbEkio0hOLrFmMUawT1Hmtt7KfLql0ofBCuk0mKHTFpsHoglOxyTtAq1B9FWpwLvoAjRowY8UjBSNZGjDiC0JwDrc+kSkWoVNPC2iKgs0yy1muYnsKWlbbB9tOZYu2KFLlgkn+atASKGJLgmpwOQzG5QLpFVTBGgjKGxdh0HoGgGaMgLh84JMFNplSPaxUnghelqize+6zked/GKgbg3Cr480kgjyEfm0NsctqrQrsaEw377u+IESMuH0aftSuLkayNGLERiQV98Wf14BqmIa+ZKmociCR3rG47SUk0wmI7bCMRsui8ls2jiZjFH1fx/f1qI2xPhcq0uQJoiEqQULxdgkolUoUoUtMS/MwCOVP1UbkKedhCsEBn7kzBCannqqlSaVDFjDUY0Ry1GQImNBIuH1KUaOi4j0EDIdmvw6jDS9g/5G+z5LpZnpDSI5abGueAESNGPFIwkrURIzbiSjlgPIQjR25hQmK04IxvJiHprG1y73zxJJsqChgJupdGP7RoOUxJ0siVCFKxg3zQrp353LI9NVREomSly8MWTZn9YvIuZFqTTkEL9T5DqaiQU41YikoJ9T5TUXoJ5ylBURMRrInkLPuptZHAJaXOx6jQiqoC1NNGdS0EGdgQmZojJqQLoojKWuPHTGsjRlxWeL0yBXdHlwVgJGsjRhxdRIf/YDaUqEhFX61ImHKJTOlIXkrNkbjKmkubrL9PgZ6qMJtbZhMf8neIoDZtZoIMpyG5rLEgWbaLnYnRlsaE1BvEvnSpPqCqalL2jJRPTuhyqIWuRIKHzb57xGLuCHjfBj83rTDGo85ha8HWisMgOkNYxHYCQdTox6ZozO82YsSIEY8MjGRtxIgjCIl2zEBiAimyxmIrMFazWbPMs9bzbtM+USuCN4uDxOjP9OAamCHzbRsqEVCRQkVTHVAxUeEyM4wRxKyieTM04WMB92DOTCGoGpfFYANL9E8zgWjFCFdFqaoqVDGIpk4rgrVVKLOFB7EIVbxAYV/nWrwPvnQiEmXJBrCoc3gfSJ5GldJ7F4I4Lu8tGzHi0Y0xGvSKYiRrI0YcQYTfvZjHTBLhEcp8riVZS8pYSc5yQ3mHjrSleqE6+IGdTmBSB+VJMYV3r0XEYYzHWIsRH02dRIXNIip45yIZ8vgWRCqsDcXaE4HTZJqMTnPBrKpZBasqizGxWDyhqoHHo3gEjzETppVFVWlWDpEKdSvAhLJUXkLwAhbnwTnF5Xxv6VgjRoy4nBCuUIDB5W/yEYmRrI0YccSgxGLuXkNS2egYDz7X8YyuW90vmXbuWdFK2iXLTf5rZRRo9FkjNp823pobatPGRLdxW6LGl6Q5lRhgoIgo1ti0BVKZWI7KxHJZPgYcQF1VuBQ4EAMMVJOZMjTdtm1Q1GxIV2Lj9qqBrCGCalTGvEeMUNUCS1+cY+eQ5wHnoY3RpE5dSEUyzgAjRox4BGEkayNGHDF4VQ5aWHqD8yYmXmvAu+yjZqTLkSaScrMFyuRjG9CpaKXQVpTz7CwXMTBha8tgbfLtIjv1hzRpJophVVTpfE5wK9hQRsoYKhvSZTjf5oOqa2k1KHb1xIJpYt1QQDQkyI2m0GDaDMEFwQRcxLsqaHkRYnF3MRrMw4Qo0aDbedSAJ6h0LsWNFuW1RowYcZkw1ga9ohjJ2ogRRxBepfCrSi72mslWiuocJsRVFaT8cTPFOoI7lyTrZvHbqoC1UE+UqookiFCxoIoloOLRA3kSjzF1CCRIKpyJip3ESgemCvv56FemCq7FOMGaRMAkKHGGHEDhvQ951SAqb/1rkwq6qypt09K2IVq0yolzU9NBjQwRrDFSNAVJjBgxYsQjCCNZGzHiiCFEcXYMJTjgF35eZdqMAoG8aXbYh8hX0nYxKZsgYDSaEgmEzsFkZmIpJ7CmxtrYHh71oUC7sRr81oxEc2P0RzOCkXAQwUIsIC+A2pB3Lfi4Kc41eHEYakIaD0JFBBVMcIDL18D7YBKFQOZSBYRgXg11P70LZlERQVRw6jHeRCbqQGwoU2Wj6fYy368RI0YwJsW9whjJ2ogRRxA6fCOE5LRFkEBan0tHRTWpl56jFyKa2tKc1iP/1VC4varBewfa4DUqZNFuWEkMLBCHMTaSMwVpo1xnIokLsp1IIHCKxVapeLtEHzTBo0CLOINDwWqoPpDLMiSftlReKpA0oi9c9ofTFu+D6dNIKO4upjxxH87JdHVVxwiDESNGPJIwkrURI44iNOYUw4NxMYmt7z1l5rxqBaGjUNKk8FRLaTzKIIPcjgdrha3tCksZpSB4FxLMGutwLshwxhqsWKSahBxwNrqPoRgTiroTSVlqx5hgRjXUgSyKZMNqMFN6nIsKnIlkTQWHC+RLJK9PqUu8d6gXrKliJQPJNUKziVUNQhuuga/ixUqVD0aMGHHZMKbuuKIYydqIEUcMCrQaIkLxLhQ8N8F/C6/BDc3TmTHZQMA0OOSLtD11zoQsIPgYKRmrNjGdCrMZVMYgvkJkGdq00bYhIYGt90KN4GyLURCpQQ0YHyJAsbkzGp3iUuCASEjf4T2BEBpF1GJtnYu6h0AGH85Lg39ZKiflCHnStI0mUN+AWpwLfm1BUYt+dfF/oxaLQyQk/hBVTMq5dmVv44gRI0ZcNoxkbcSIIwjvU1kni5EZYg9y2ShRCcTJdaqarfoRn0GCa0nFBXrm1CKth/qgRM23oKocxjgQgyQfM3wwvybBTQiBBWKDb5pK9AMzKNGnDJPThaQeBaJW5G2TSKxUEdPmuqESfeFUTPS3M6jaSPZCJKdvBXUutKyOZtXgFVrno8IHxHQhaAhySAixEWOetREjLjdEtR/cdBnbHTGStREjjiQ0pqQAEyMZQ9oLiX5pZZR8rzpBl7IsptUgL0yxBGlRrhpgDTs7E9Amki2Xy2ma6Owf6nSGtB7WKtYC4kLQgTExOtXkNCCpB6m+ZxDbAmGzVUozkvKmBTaZkuNaayO500AcY3H4QOJaVGKCXBFUPLYK6U2shiLwoqC44BcXJDqEcBwfE+MaKS7WiBEjRhxxjGRtxIgjCNVILnyL8w3qFR/zkkXeg7Z0FQRiHlhVkx38oUJ9VNgiL/GR8GlU2ESEycxQ1z4WjreouKiaTWL6kJD+QjD4GKHpfIMVQakCFYr5z4yx/cjVRNTEZ5OoiOJ9IKBGQkJd9YoYB0juozECamJ5qkA1RaeINEEBjNSzsiBWESqqKpacQkPi3uS/JgbvG1LN0XQdR7o2YsRlgo+vK9HuiJGsjRhxFKEpCWy0faZi50DOvp8FrFQUPYZ2SszeT3KsT+SkCD5IypwC0ynUVUz3oUkRi1GbOIgRmoGEGbx6WueBOtbiNGhMkNsFOGgszG4CKVIfTZ+RiInNhC5UJyhTkni8OtQpwhQRS6oDqj5VKjAxEbBmU6+IxVoBifbhSARTtYRSdtTRtDJixGXFaAa9shjJ2ogRRxCqgkpFiGIMSpVq1IlMCBSwtgsycEkpiwwsKVgp8a2Qs2ughP2cghXY2RJq6zGaktTGFP/qEIk1rQrHN++jAiYhntOrj4qaYKKJ1ghYIyHgIKTcJRV8T2ZNYwXvopkykUFJ/mSKc2CMQxtAWlQN0EZlMMqDJuZZ8+H6mFj03osHqqAKpiS4yXVNOiPtiBEjRjwSMJK1ESOOINRo8M3qylwCEpLPWsUacAa8g+hr31U0kO59afJLEaMptxoCk6mwtRWfiLXqHPw1kRxBxEWyZuL+rrO7QnwvsQRWfG/IxdiDgJZIm4b32mafvOTLlpTAJBcmJU0xiNgYbRpLWMWEc0JFUN0MisvnH8hmSIyrCl49qi76/3ncaFoZMeLyYkzdcUUxkrURI446YmJaSUlpcXlVr2C7xHqhEDiRD1GjYWVH1pLahoREuNNphcXHY0Szoij4LmAgKXXGKCIVogb1FvUmuJMViXBDX0xUwNpING3nKIdgrPSLuAcHuqAiGkg1P1M+NpEKY9L5KOCjP54AVVQRu7ZEAtn1KngHRirAgQouBjKMGDFixCMFI1kbMeIIoiRhyZ2rVMeSL28MpOynyhBQOlUpLSshUX3a3tnCVoqlyc5wYVWwtXrfVRQIpayCeTEoX21Q9gBRgxcJUaLRyKianMlihGnsb8iF5kj+ZIGA+RwNaqIkmKJExYToT+egdS4SxxDpGSJkBaQlkMAUDarZROucYoPsF5Z5Lequjhgx4rJgLOR+RTGStREjjiCS8pOSvapGX66UcNbHMlMkX7WOsAVC9GB2PqGeGHZ2airTYgiloEL7sVyTCuJj0IA3BeGT3Efn2+DQ3xqQOporbQhyMNAlCwn0MhAyiWbRjkH6WK3BJ/JFKjFle7VAVRXvNNYJdTEHnMTEuD6UxyJeGx/qhHoveF0hPhV1H3/8R4wY8cjCSNZGjDiC6IhYSGWhMYIx04xkmozvk/kzBRNoDjLI4lZpJURV2d4yzGqPIabtSE7+EH3IUnCoYmzwRVMfk9dGx7i0vaK41oOuELG0xlLXBluFCFIIqlY6t9Ikm96oD/VD0QokKnoqmaSF9cFHLwQ5BL3R+1UoRdW2tG0b0oKgeG1xCK0KRj2oZ9kKeFJRhhEjRlwmjIXcryxGsjZixBFE4xwtLc6HipoSU1wUacMyTM7hodksqmoRXNa1NG8R31the7tiUik2Fn+XGDWpKkFJyz5o0awpDjEVxhiMlOsC+Wt9i4tm0xBRavFqAYsxVVDKcu3O0KtIDWPfLGgImsAEc6dTX+RZEgSLiItBEMHvzce/6h3OKd4JagQf0504D84Hc2uzClGwKenviBEjRjwSMJK1ESOOIJyHtnWhZBIm+qGlbPwRBdtIdQZKuUiLJ13BgPq8S2UNW1sWY9vgwJ+2L/Kwhdqck+jnFep0WhsIl0R5SrDRVOsIeeHCzt5oULtim9YarA2BEut5zhKV9CiO1itoS6rwGaJLTSShMfCgd+7Jby1eCfV4F0yqNgcyhLxswZwa65OOGDHi8mH0WbuiGMnaiBFHECHdRIyQVLBiaFM6jShOlSbRHEfgDSqKaBcxKjEVhk/JdQXqKdRTCQQu2U5JJCouJ9WFirnWiITJu6CYCcFMGQtZpQAEr4ZKDEZmGCMYa7OPmXNRSzNJAjTxN97HvqVqCTUQgghMvAbqiek34klHgpey/RpjsUZCQIJLfUvHMLHfMd3JWMh9xJFEqTw/siBFSsPL3e6IkayNGHG0EdUiERP8xdRw6forgQT1okBFUW0DASS4/M/mFdZqdMzXmCNNQGINzsSlJNXsTJ8JKltKmyEhN1oIKjAYG9S2qhbqGkxlAnmKPmOujWRME+n02YcOgq+cMZCSAKMmBhEoXaoPE5UxjVGhgbmK2JgnLp24zWpiUNMkB2b4sZj7iCOJcVSO2IyRrI0YcQShHtRV0UIYmZLRQFyimGQ6savbLFYASOU5c/UCusADa4Rj8ym1UfDBDyxEanY+cZ09NZG1FsSjhNxqkhQ4WsDkhLgiQlUbqtpg6i4xLrEmp8aUHTrgm9ks6g0qBDMrJqfp6AdH+Jjuw8R2JVZyiJGmkAmm5hqlPnneBbI2zokjRlxejGbQK4qRrI0YcQQRzH4mllEKecZUfIyWJNbXDG5lwTwYeFYsFNWrVpD8xtJP3mRi2ZoJlpSzLPijoYHIhJJNSpfNzUcCGNSuUHtUM5ECg1gPNpadssScZsGUG6oQ+NyhMi1JjgrN563RxJuOn9dEomdw3uMz2/OZmDmvIYluJIjeO1wIRI2ltjSbjMuAixEjRow46hjJ2ogRRxCBrIV8ZJm0eQNGQxWDmJYjiWFZECN8KKNFU9L/EBupzKbCdLoKxM7YosB7UfQ8+3vlVlCC31lHsCqMqaiqCZWtYnyBz2ZI50E0lpCSQD41RYAWpC2g80Erl4cca6ENr22omqAx2EJNTpzrHbhWgolWk9k0Pex3Ztx0eiNLGzHiMuNKfa/G7yrQZawcMWLEEYPXaPZUEwhbsA9iq0hrIpcqOY8xBVFL6poQiBZQVcL2tlDZNuZgCybQQOVMTEQb5ahsRqxybc6QzLYGrcBXqK9QH5Ljeu+7Y3qHd22ICHXgWsW1iVxFpbBX9klRPE4dTj3Oh5ePL+fbkBDXt8Hc6SWuU5wLRd/btqVdtagLaUfUg3cSX+EzUYUMZzxixIirDe9+97v5ju/4Dm688UZEhLe85S299arKa17zGm644Qbm8znPf/7zuf3223vb3H///dx6663s7u5y4sQJXvayl3Hx4sUv4lms42Ela1+si/rBD36Qv/W3/haz2Yybb76Z17/+9Vf61EaM+BsjpakIvmIukpRIqKBQjgrClooQxFf2X4smTGsN87nN5tQQXemDige5BmjK5SbGhcABmWBNjUgdo0fbQK6cY9U0rFZLVktHu7L41uC9iyZNwavgXIv3K7w2cV1RkcD7bDL1PqhjXgM5dd516pgnm4SJlQi8Dy+i2qbEc9FA0HwrtG0KKki+baMbzIgRlxuiesVenw/29vb4qq/6Kn7xF39x4/rXv/71vOENb+CNb3wjt912G9vb27zgBS9gsVjkbW699VY+8pGP8Pa3v523vvWtvPvd7+blL3/53+j6/E3xsJK1L8ZFPX/+PN/yLd/C4x73ON7//vfzr//1v+YnfuIn+OVf/uUrfn4jRnyhSKbCkD+tBdpAOFx0VCOSsvg71vP9ikStCxEI5EVE2JpX1LUN5lVNFQuSU1fw60plnowxIWjAhPJTxlSxkHs8iLSRRJmocDmaZkXr2pCiIx4zRG0aMC7623WdTWk4NPrLeU8mYVpEiqoavK9RneD//+3dfXBU1fkH8O+5d7NJAEl4MVmCRGOHggo6VGomhdr2R4YXmSrqtIVGZKqVaSUtiKPRWqSdqiC+1EIVpB1LtbS0zKgVRplJeS01QghEQGikLQojBmoh2QAmu3vP8/vj3HuTBcRA9g3y/czsYPbe3NzzQO4+nnOec7Rleuw0zHCtNpu2m1jZ8PYRNcufeNc066w5wuICoovZhAkT8Nhjj+HWW2897ZiI4LnnnsNPf/pT3HLLLbj22mvx8ssv49ChQ35n0d69e7FmzRr89re/RWlpKUaPHo1FixZhxYoVOHToUIpb0y6tc9YmTJiACRMmnPHYqUEFgJdffhmFhYV4/fXXMXnyZD+otbW1GDlyJABg0aJFuOmmm/D000+jqKgIy5cvRyQSwUsvvYRgMIhrrrkG9fX1ePbZZ9OeKROdjRmC9JKzDhWbXobmDoPGJWre3CzV/r7WZvgxaAO5ORYCFjrsBSr+tlXq1P1i3ETOq6JUyjFLdWjLDJ+6lQxKeUlVzMxpswIAAmb41VLudDjLndBvrqY7ru2G+MTMyzZNW5U7V07D25hdO45bYGC7vYOAV4ygFKBsdyhYARraLZFQ0MoUIHhrzRFRAiW5GjQcDse9nZ2djezs7HO61P79+9HY2Ijy8nL/vby8PJSWlqKmpgaTJ09GTU0N8vPz/ZwCAMrLy2FZFrZs2XLGJDAVMnbO2ucFFcDnBtU758Ybb0QwGPTPGTduHBoaGnDs2LEUtYbo3LQ/9/z6TrgLT3hT9E+bc+V3eJ12NTNxPxgALulpwbac9kn30FAq5i/5IQDEW91Swf3TgdkfFLADAssWWLYN2wqaxW7huAml2VA9FnUQi2pEoxqxmOOvlwax/V45pWy3PabKs314071ft/3eNlFaHD8ZFBX1g+QNozoxx91Fwd0ySylodw02s+G86VVzRKBj3MGAKOHiC8gT93IfdIMGDUJeXp7/mjdv3jnfYmNjIwCgsLAw7v3CwkL/WGNjIwoKCuKOBwIB9O3b1z8nHTK2GjRRQW1sbERJSclp1/CO9enT57Sf3dbWhra2Nv/rUzN6omQzhQNej5O3rIYATnv/lOVVhHqJneUlam41pHstBQ0lCtlBG7k5gK0iULChdZa7V2d775hyE0J/ITRvjTclgFhQKtv8XCh3/TPLrNMmAXiVoGYNNG164txeM8tWsJRyCxSU+357RWjHuzWzzxxoR7df39u3VFsdiirae+e0VmbGmnjJrIqrBtXaqxgFIjEgxqFQogvKwYMH0bt3b//rc+1Vu9BlbM9aOs2bNy8ugx80aFC6b4m6G/HmXLkVkOK487TM2Kdqn2Z22vfELYnh5lkBG+jZIwjLEohb7WkKCzokNtqC6CBEzDHHcReZFW/lfwXRWVDIcitGzVIflmVB2Q5gab+SVMTsbRqJRNAWOYlotA0xJwrHMUmYFgcCB1rMkKa5bwuiFWIx7bdV65g/P03rmBkGjQWgHS+fdJcFgUCLu6Cu0tDwChzcmGhAtFlOJOIwWaPuILVj/ckuMOjdu3fc63yStVAoBAA4fPhw3PuHDx/2j4VCIRw5ciTueCwWw9GjR/1z0iFjk7VEBTUUCp3xGh1/xqkefvhhNDc3+6+DBw92vUFE50jcriHpMBbg9Sj5C9+6z+OOi96a89xdAsT8kmcFbWTn2m6CZwFKwbYR9zz353G5laOiLX9eXFzlqGgADqCisCztLqKrYLlFCbat/B4/rc2waKQtgtZPI4hEYojGYnBijqkQdUz1pmgbEKs9OfU2sO/QHq1td8kOU8zgOE57jAQQbUMhC5btfZ/XX2eS0ZgjiEXbOw2JLl4dHg7kKykpQSgUwtq1a/33wuEwtmzZgrKyMgBAWVkZmpqaUFdX55+zbt06aK1RWlqa8nv2ZGyylqiglpWVYdOmTYhGo/451dXVGDJkyBmHQAHTvXpqFk+UShpAW0wjJo7ZP8CbOW/Z/uR5oD3B8jrTlPLWWTNLX5hpbxrBIBAMOmZIFMoMZVpwN043vWuqQ+KlLDF7hYoNCwG3+CAKkYjZGcAbZrUBpSz3ZZYGMd8rZujTCsC2swEEEI0Cra1taGtrRVtbBJG2mJnXFlVu9afppQu4G797lRJiidsWBVEKsDREOdDQiGkHjjjwZtyJUtAwlZ9eJagbIWhtkrXkb+JuJ/XqRJ/Pm0CW4h956npCCXmd220cP34c9fX1qK+vB2Dmv9fX1+PAgQNQSmHWrFl47LHH8MYbb2DXrl248847UVRUhEmTJgEArrrqKowfPx733HMPtm7din/84x+orKzE5MmTUVRUlNCQnYu0zlk7fvw4/vWvf/lfe0Ht27cviouL/aAOHjwYJSUlmDNnzmcGdcmSJYhGo6cF9bvf/S5+/vOf4+6770ZVVRV2796NX/3qV/jlL3+ZjiYTdYoAaI1qxBzAcRQCEoSIA38ngrgqztOLsASO/6i2lEJODxvBLK9iUkGpgLttlNnbU7VvY2D+1G7C4S4T4s9dE8dds838FEtZEOXAbMHZPh/Nsjsu6Nteqam1g1gU0LAAOKbQQGIIBASBQBZsKwvtFagONNwN6MXdmUCZbbc03B4ybcZ5zfIcyv8zpgEbCpY3J07aixa0TvbHGLvuiNJl27Zt+MY3vuF/PXv2bADAtGnTsGzZMjz44IM4ceIEpk+fjqamJowePRpr1qxBTk6O/z3Lly9HZWUlxowZA8uycPvtt2PhwoUpb0tHSuTUx3zqbNiwIS6oHi+oIoK5c+di6dKlflBfeOEFfPGLX/TPPXr0KCorK7Fq1aq4oPbq1cs/Z+fOnZgxYwZqa2vRv39//OhHP0JVVVWn7zMcDiMvL69rjaUMcGHtBlnQU+GaIgt9LtHIyc1CS0sMCCg4WiMcFpyMAm1Rb8FXwHZ3N7BtNykBoEQhK2BhwIAg+uZrBG2FgGW5uxWYREchYCo+42LjzlUD/KTQ5Gfe2him501Zlum90sotOjDzymzbVGRCK3e+WBYcR0MQhSAGLTYAx12jDTCbwduwrED7lldKQZQDKLPALdzaUW/+nlkA10vSzH/HtEJzOIbmlhgsG7C0WWg3EADa2gTHw0BLK3C4FYik8i+TKE2am5uTOjrkfT7+33VVCNiJn/Qfc9qw7t0nk96OTJfWZO1CwWTtYmAheT0eyUkCC3opXD3AQr9LNII5FsItZpd1LRotJwQnI25lY8ycb1umQtR2d4sCTLLWIzcLgy4LoleuRsCyYCkFQcxdY80kboa4VZeBDq1yy0zN5p7mfWUD7oK5gDKT/SUGwIZlmT08lbLMcKz2NnI3iZmIGd7U7t+FdmxoibrFDeY+zFJrbrGCbXoR3X46//sdb66baLc3zVSORh0H4eNRtBy3oawYlAM4URuBIBCJRHGihckadS9M1i4OGbt0B9GFIzn/v6M6/JeIwFKA465nphCLO8ks5WHDcreigjiAZbZuz+1hIxh0YLsL1Cq3RNTb2UCUhp9wivv9Xs8WBAqOOa68HjkL3vYJZo6cgugAFLSb05mqUqV1+7wTb301AFA2lFgQt3cNkuUXLpheQu0mbA6UDdiBgBtjt1xAeQsFuz1t3lFvPTcvItp2CxE0LMcduuWc6wTx4swhX3J5j5FkXJeYrFF3kazfeHcifFISNgUtdvu6ZZYAWnXY8gnuPpji7ruuvaoBeHmJZZstpgK29qsRBDDn+XlUwJ33Jh2OmzYp8aoZvGFT75j3Z8DdLcGsYGnmp7lronlllxKASDaUikK87a3E3K+IY5YEEW2KFsSCwOzh6d4IRBzYdsC9Z5M+enuCarj5oGO2nfIKFcz8PgviWPEJoNuac//X8Hm9p34pbQKuda7npUOmfoJmcsyIzh+TtU44t5HizjzUu/ow8arNnC5ep6Nz+bDJVKl+UNvwtoGC19OVQI7SaNMarTELKmomzce0hoI2K/I7QDRqJtebzdrNfC5vqykFMySqFBCNmaU4zIK2AmWZddNMB1qH/T7jUhntv6eUNkUE7tpqgEDZ4v5cs9SGcivQTGKk3SuZewLMrggKNoCYO8/M7Cxg1l0TOKJNcuVu8o4OhRSWLe7wrZi9QN32OnAXxHUcwAEcaEQigljUTWDdOClxizUQtyh6J3T29yKRzwjvHCYe58Yb/0/87+LnO/V3J9k/q/P/LlI10+l8Nl3v7HWJyVqntLS0nMPZiXyof5ZEJmmei+EXItVtcJCcvwvjkxbgk5ZTP3jO9YPIwbYPz+Xf78UkER+cyfg31Zn7SlZv7cWsvVc39VL593VuP6elpSU1c66TvDdod8dkrROKioqwZ88eXH311adtedHdhMNhDBo0iHFgHAAwDh7GwWAcjEyIg4igpaUlrWuDUeIwWesEy7IwcOBAAOAiuS7GwWAcDMbBYBwMxsFIdxxSuooBe9aSKmN3MCAiIiIi9qwRERFRV7FnLanYs9ZJ2dnZmDt3LrKzE7/o34WEcTAYB4NxMBgHg3EwGAdKNO5gQEREROfF28FgzJD7k7aDwdqGZ7r9DgbsWSMiIiLKYJyzRkRERF3CRXGTi8kaERERdQ0LDJKKw6BEREREGYzJWic8//zzuOKKK5CTk4PS0lJs3bo13beUMPPmzcOXv/xlXHLJJSgoKMCkSZPQ0NAQd05raytmzJiBfv36oVevXrj99ttx+PDhuHMOHDiAiRMnokePHigoKMADDzyAWCwde/Qlxvz586GUwqxZs/z3ukscPvroI9xxxx3o168fcnNzMXz4cGzbts0/LiJ49NFHMWDAAOTm5qK8vBz79u2Lu8bRo0dRUVGB3r17Iz8/H3fffTeOHz+e6qZ0ieM4mDNnDkpKSpCbm4svfOEL+MUvfhG31+LFGItNmzbhm9/8JoqKiqCUwuuvvx53PFFt3rlzJ7761a8iJycHgwYNwoIFC5LdtHNytjhEo1FUVVVh+PDh6NmzJ4qKinDnnXfi0KFDcde4GOLQaVqS9yIma5/nz3/+M2bPno25c+di+/btuO666zBu3DgcOXIk3beWEBs3bsSMGTPwzjvvoLq6GtFoFGPHjsWJEyf8c+677z6sWrUKK1euxMaNG3Ho0CHcdttt/nHHcTBx4kREIhG8/fbb+P3vf49ly5bh0UcfTUeTuqy2thYvvvgirr322rj3u0Mcjh07hlGjRiErKwtvvfUW9uzZg2eeeQZ9+vTxz1mwYAEWLlyIJUuWYMuWLejZsyfGjRuH1tZW/5yKigq89957qK6uxurVq7Fp0yZMnz49HU06b08++SQWL16MX//619i7dy+efPJJLFiwAIsWLfLPuRhjceLECVx33XV4/vnnz3g8EW0Oh8MYO3YsLr/8ctTV1eGpp57Cz372MyxdujTp7euss8Xh5MmT2L59O+bMmYPt27fj1VdfRUNDA26++ea48y6GOFCGEDqrG264QWbMmOF/7TiOFBUVybx589J4V8lz5MgRASAbN24UEZGmpibJysqSlStX+ufs3btXAEhNTY2IiLz55ptiWZY0Njb65yxevFh69+4tbW1tqW1AF7W0tMjgwYOlurpavva1r8nMmTNFpPvEoaqqSkaPHv2Zx7XWEgqF5KmnnvLfa2pqkuzsbPnTn/4kIiJ79uwRAFJbW+uf89Zbb4lSSj766KPk3XyCTZw4Ue66666492677TapqKgQke4RCwDy2muv+V8nqs0vvPCC9OnTJ+73oqqqSoYMGZLkFp2fU+NwJlu3bhUA8uGHH4rIxRmHM2lubhYAUn7lTBk/+MGEv8qvnCkApLm5Od1NTSv2rJ1FJBJBXV0dysvL/fcsy0J5eTlqamrSeGfJ09zcDADo27cvAKCurg7RaDQuBkOHDkVxcbEfg5qaGgwfPhyFhYX+OePGjUM4HMZ7772XwrvvuhkzZmDixIlx7QW6TxzeeOMNjBw5Et/61rdQUFCAESNG4De/+Y1/fP/+/WhsbIyLQ15eHkpLS+PikJ+fj5EjR/rnlJeXw7IsbNmyJXWN6aKvfOUrWLt2Ld5//30AwLvvvovNmzdjwoQJALpXLDyJanNNTQ1uvPFGBINB/5xx48ahoaEBx44dS1FrEqu5uRlKKeTn5wPovnGg5GA16Fl88skncBwn7sMXAAoLC/HPf/4zTXeVPFprzJo1C6NGjcKwYcMAAI2NjQgGg/4DyFNYWIjGxkb/nDPFyDt2oVixYgW2b9+O2tra0451lzj85z//weLFizF79mz85Cc/QW1tLX784x8jGAxi2rRpfjvO1M6OcSgoKIg7HggE0Ldv3wsmDgDw0EMPIRwOY+jQobBtG47j4PHHH0dFRQUAdKtYeBLV5sbGRpSUlJx2De9Yx2H3C0FrayuqqqowZcoUf+HW7heHJFWDgnPWACZr1MGMGTOwe/dubN68Od23knIHDx7EzJkzUV1djZycnHTfTtporTFy5Eg88cQTAIARI0Zg9+7dWLJkCaZNm5bmu0utv/zlL1i+fDn++Mc/4pprrkF9fT1mzZqFoqKibhcL+mzRaBTf/va3ISJYvHhxum+HLlIcBj2L/v37w7bt0yr+Dh8+jFAolKa7So7KykqsXr0a69evx2WXXea/HwqFEIlE0NTUFHd+xxiEQqEzxsg7diGoq6vDkSNH8KUvfQmBQACBQAAbN27EwoULEQgEUFhY2C3iMGDAAFx99dVx71111VU4cOAAgPZ2nO13IhQKnVaAE4vFcPTo0QsmDgDwwAMP4KGHHsLkyZMxfPhwTJ06Fffddx/mzZsHoHvFwpOoNl8MvytAe6L24Ycforq6Om47pO4UBwDt66wl40VM1s4mGAzi+uuvx9q1a/33tNZYu3YtysrK0nhniSMiqKysxGuvvYZ169ad1iV//fXXIysrKy4GDQ0NOHDggB+DsrIy7Nq1K+7B5D24Tv3gz1RjxozBrl27UF9f779GjhyJiooK/7+7QxxGjRp12tIt77//Pi6//HIAQElJCUKhUFwcwuEwtmzZEheHpqYm1NXV+eesW7cOWmuUlpamoBWJcfLkSVhW/CPStm1orQF0r1h4EtXmsrIybNq0CdFo1D+nuroaQ4YMuWCG/rxEbd++ffjb3/6Gfv36xR3vLnHwcemO5Ep3hUOmW7FihWRnZ8uyZctkz549Mn36dMnPz4+r+LuQ/fCHP5S8vDzZsGGDfPzxx/7r5MmT/jk/+MEPpLi4WNatWyfbtm2TsrIyKSsr84/HYjEZNmyYjB07Vurr62XNmjVy6aWXysMPP5yOJiVMx2pQke4Rh61bt0ogEJDHH39c9u3bJ8uXL5cePXrIH/7wB/+c+fPnS35+vvz1r3+VnTt3yi233CIlJSXy6aef+ueMHz9eRowYIVu2bJHNmzfL4MGDZcqUKelo0nmbNm2aDBw4UFavXi379++XV199Vfr37y8PPvigf87FGIuWlhbZsWOH7NixQwDIs88+Kzt27PCrHBPR5qamJiksLJSpU6fK7t27ZcWKFdKjRw958cUXU97ez3K2OEQiEbn55pvlsssuk/r6+rhnZ8fKzoshDp/Hrwa9vFLGl9yf8Ff55ZWsBhURJmudsGjRIikuLpZgMCg33HCDvPPOO+m+pYSBmb152ut3v/udf86nn34q9957r/Tp00d69Oght956q3z88cdx1/nggw9kwoQJkpubK/3795f7779fotFoiluTWKcma90lDqtWrZJhw4ZJdna2DB06VJYuXRp3XGstc+bMkcLCQsnOzpYxY8ZIQ0ND3Dn/+9//ZMqUKdKrVy/p3bu3fO9735OWlpZUNqPLwuGwzJw5U4qLiyUnJ0euvPJKeeSRR+I+jC/GWKxfv/6Mz4Rp06aJSOLa/O6778ro0aMlOztbBg4cKPPnz09VEzvlbHHYv3//Zz47169f71/jYojD5/GTteJ7ZfwV9yX8VV58L5M1EVEiHBAmIiKicxcOh5GXl4fy4nsRsLITfv2YbsPfDryA5ubmuDmB3Q2rQYmIiKhruJF7UrHAgIiIiCiDsWeNiIiIukZ70/aScV1izxoRERFRBmPPGhEREXUN56wlFXvWiIiIiDIYe9aIiIioawRJ6llL/CUvREzWiIiIqGs4DJpUHAYlIiIiymDsWSMiIqKu0RqATtJ1iT1rRJRS//3vfxEKhfDEE0/477399tsIBoNYu3ZtGu+MiCgzsWeNiFLq0ksvxUsvvYRJkyZh7NixGDJkCKZOnYrKykqMGTMm3bdHROeDc9aSiskaEaXcTTfdhHvuuQcVFRUYOXIkevbsiXnz5qX7toiIMhKTNSJKi6effhrDhg3DypUrUVdXh+zs7HTfEhGdL/asJRXnrBFRWvz73//GoUOHoLXGBx98kO7bISLKWOxZI6KUi0QiuOOOO/Cd73wHQ4YMwfe//33s2rULBQUF6b41Ijof3Mg9qZisEVHKPfLII2hubsbChQvRq1cvvPnmm7jrrruwevXqdN8aEZ0HEQ2RxC+zkYxrXog4DEpEKbVhwwY899xzeOWVV9C7d29YloVXXnkFf//737F48eJ03x4RUcZhzxoRpdTXv/51RKPRuPeuuOIKNDc3p+mOiKjLRJIzZMkCAwDsWSMiIiLKaOxZIyIioq6RJBUYsGcNAHvWiIiIiDIae9aIiIioa7QGVBIqN1kNCoA9a0REREQZjT1rRERE1DWcs5ZUTNaIiIioS0RrSBKGQbkorsFhUCIiIqIMxp41IiIi6hoOgyYVe9aIiIiIMhh71oiIiKhrtACKPWvJwp41IiIiogzGnjUiIiLqGhEAyVgUlz1rAHvWiIiIiDIae9aIiIioS0QLJAlz1oQ9awDYs0ZERESU0dizRkRERF0jGsmZs8YdDAAma0RERNRFHAZNLg6DEhEREWUw9qwRERFR13AYNKmYrBEREVGXxBBNytagMUQTf9ELEJM1IiIiOi/BYBChUAibG99M2s8IhUIIBoNJu/6FQAln7xEREdF5am1tRSQSSdr1g8EgcnJyknb9CwGTNSIiIqIMxmpQIiIiogzGZI2IiIgogzFZIyIiIspgTNaIiIiIMhiTNSIiIqIMxmSNiIiIKIMxWSMiIiLKYP8PZCbkMO0xCFUAAAAASUVORK5CYII=", "text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -1413,7 +1456,7 @@ ], "source": [ "plot_trajectory(\n", - " ds_sleap_video1,\n", + " ds_sleap_video1.position,\n", " individual=\"individual_0\",\n", " keypoint=\"centre\",\n", " frame=frame_img,\n", @@ -1424,13 +1467,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Exercise 4:**\n", + "
    \n", + "\n", + "Exercise 4: Trajectory plots\n", "\n", "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", "- Use the `plot_trajectory()` function to plot the pose tracks for `individual_0` and keypoint `snout` over the entire time range.\n", "- Use the `plot_trajectory()` function again but restrict the time range to (1-10) minutes.\n", "- What is different between the two plots? Why?\n", - "- Now plot the trajectory for the `tailbase` keypoint the time range to (1-10) minutes, what is the difference to the `snout` trajectory?" + "- Now plot the trajectory for the `tailbase` keypoint the time range to (1-10) minutes, what is the difference to the `snout` trajectory?\n", + "\n", + "
    " ] }, { @@ -1464,7 +1511,26 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## C. Filter trajectories\n", + "## C. Data cleaning\n", + "\n", + "We will need to import several functions from the `filtering` module of `movement`." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "from movement.filtering import ( # noqa: E402\n", + " filter_by_confidence, interpolate_over_time, median_filter\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ "### C1. Discard points with low confidence scores\n", "We can filter out low-confidence points from the trajectories, by setting their values to `NaN`.\n", "\n", @@ -1475,58 +1541,36 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ - "def plot_confidence_hist(\n", - " ds: xr.Dataset,\n", - " individual: str,\n", - " keypoints: list,\n", - " threshold: float = None\n", - "):\n", - " \"\"\"Plot histogram of confidence scores across keypoints for a given individual.\n", - " \n", - " Parameters\n", - " ----------\n", - " ds : xr.Dataset\n", - " Dataset containing confidence scores.\n", - " individual : str\n", - " Name of the individual to plot.\n", - " keypoints : list\n", - " List of keypoints to plot. if None, all keypoints will be plotted.\n", - " threshold : float, optional\n", - " If provided, a vertical line will be drawn at this confidence score.\n", - " \"\"\"\n", - "\n", - " if not keypoints:\n", - " keypoints = ds.keypoints.values\n", - "\n", - " confidence = ds.confidence.sel(individuals=individual, keypoints=keypoints)\n", - " n_keypoints = len(keypoints)\n", - "\n", - " fig, axes = plt.subplots(n_keypoints, 1, figsize=(7, 2 * n_keypoints + 1), sharex=True)\n", - "\n", - " for ax, kp in zip(axes, keypoints):\n", - " ax.hist(confidence.sel(keypoints=kp), bins=100, density=True)\n", - " ax.set_title(f\"{individual} {kp}\")\n", - " ax.set_ylabel(\"density\")\n", - " if threshold is not None:\n", - " ax.axvline(threshold, c=\"r\")\n", - "\n", - " axes[-1].set_xlabel(\"confidence\")" + "# All keypoint names in the SLEAP dataset\n", + "sleap_kpts = ds_sleap_video1.keypoints.values\n", + "# Take colors from the \"tab10\" colormap\n", + "colors = plt.cm.tab10.colors" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
    " + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " ] }, "metadata": {}, @@ -1534,11 +1578,16 @@ } ], "source": [ - "plot_confidence_hist(\n", - " ds_sleap_video1,\n", - " individual=\"individual_0\",\n", - " keypoints=[\"snout\", \"centre\", \"tail_end\"],\n", - ")" + "# Create a new figure with confidence histograms for each keypoint\n", + "fig, ax = plt.subplots()\n", + "for kp, color in zip(sleap_kpts, colors):\n", + " data = ds_sleap_video1.confidence.sel(keypoints=kp)\n", + " data.plot.hist(\n", + " bins=50, histtype=\"step\", density=True, ax=ax, color=color, label=kp\n", + " )\n", + "ax.set_ylabel(\"Density\")\n", + "ax.set_title(\"Confidence histograms per keypoint\")\n", + "plt.legend()" ] }, { @@ -1552,7 +1601,46 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Missing points (marked as NaN) in input\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 4494/18485 (24.3%)\n", + "\t\tleft_ear: 513/18485 (2.8%)\n", + "\t\tright_ear: 533/18485 (2.9%)\n", + "\t\tcentre: 490/18485 (2.7%)\n", + "\t\ttail_base: 704/18485 (3.8%)\n", + "\t\ttail_end: 2496/18485 (13.5%)\n", + "\n", + "Missing points (marked as NaN) in output\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 6866/18485 (37.1%)\n", + "\t\tleft_ear: 1017/18485 (5.5%)\n", + "\t\tright_ear: 1497/18485 (8.1%)\n", + "\t\tcentre: 499/18485 (2.7%)\n", + "\t\ttail_base: 1329/18485 (7.2%)\n", + "\t\ttail_end: 5593/18485 (30.3%)\n" + ] + } + ], + "source": [ + "# Set all position values below the confidence threshold to NaN\n", + "# The thesholded data will be stored in a new data variable\n", + "# called \"position_thresh\"\n", + "ds_sleap_video1[\"position_thresh\"] = filter_by_confidence(\n", + " ds_sleap_video1.position, ds_sleap_video1.confidence, threshold=0.6\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -1589,6 +1677,7 @@ "}\n", "\n", "html[theme=dark],\n", + "html[data-theme=dark],\n", "body[data-theme=dark],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", @@ -1639,7 +1728,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -1647,7 +1736,8 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -1659,6 +1749,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -1921,23 +2015,25 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    -       "Dimensions:      (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
    +       "
    <xarray.Dataset> Size: 2MB\n",
    +       "Dimensions:          (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
            "Coordinates:\n",
    -       "  * time         (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n",
    -       "  * individuals  (individuals) <U12 'individual_0'\n",
    -       "  * keypoints    (keypoints) <U9 'snout' 'left_ear' ... 'tail_base' 'tail_end'\n",
    -       "  * space        (space) <U1 'x' 'y'\n",
    +       "  * time             (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1\n",
    +       "  * individuals      (individuals) <U12 48B 'individual_0'\n",
    +       "  * keypoints        (keypoints) <U9 216B 'snout' 'left_ear' ... 'tail_end'\n",
    +       "  * space            (space) <U1 8B 'x' 'y'\n",
            "Data variables:\n",
    -       "    pose_tracks  (time, individuals, keypoints, space) float32 nan nan ... 476.2\n",
    -       "    confidence   (time, individuals, keypoints) float32 nan nan ... 0.7607\n",
    +       "    position         (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    confidence       (time, individuals, keypoints) float32 444kB nan ... 0.7607\n",
    +       "    position_thresh  (time, individuals, keypoints, space) float32 887kB nan ...\n",
            "Attributes:\n",
            "    fps:              30.0\n",
            "    time_unit:        seconds\n",
            "    source_software:  SLEAP\n",
    -       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...
  • individuals
    PandasIndex
    PandasIndex(Index(['individual_0'], dtype='object', name='individuals'))
  • keypoints
    PandasIndex
    PandasIndex(Index(['snout', 'left_ear', 'right_ear', 'centre', 'tail_base', 'tail_end'], dtype='object', name='keypoints'))
  • space
    PandasIndex
    PandasIndex(Index(['x', 'y'], dtype='object', name='space'))
  • fps :
    30.0
    time_unit :
    seconds
    source_software :
    SLEAP
    source_file :
    /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EPM/derivatives/software-SLEAP_project/predictions/video-1.predictions.analysis.h5
    ds_type :
    poses
  • " ], "text/plain": [ - "\n", - "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", + " Size: 2MB\n", + "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", "Coordinates:\n", - " * time (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n", - " * individuals (individuals) 0.6)\n", - "ds_sleap_video1_thresholded" + "ds_sleap_video1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "As a sanity check, we can plot the confidence score histograms again for the thresholded dataset. Values below the threshold should be absent." + "### C2. Interpolate over missing points\n", + "Sometimes a keypoint may disappear for a few frames, e.g. if it's occluded by another object.\n", + "\n", + "We can \"fill in\" the missing points by interpolating over short gaps. Interpolating over longer gaps may lead to inaccurate results, as the uncertainty about the position of the keypoint increases.\n", + "\n", + "Below we will use linear interpolation, but other methods are available (see [xarray.DataArray.interpolate_na](https://docs.xarray.dev/en/stable/generated/xarray.DataArray.interpolate_na.html)). We will set the maximum gap length to 30 frames (1 second), but feel free to experiment with other values.\n", + "We can plot the trajectories again to see the effect of interpolation." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 24, "metadata": {}, "outputs": [ { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "OMP: Info #276: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Missing points (marked as NaN) in input\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 6866/18485 (37.1%)\n", + "\t\tleft_ear: 1017/18485 (5.5%)\n", + "\t\tright_ear: 1497/18485 (8.1%)\n", + "\t\tcentre: 499/18485 (2.7%)\n", + "\t\ttail_base: 1329/18485 (7.2%)\n", + "\t\ttail_end: 5593/18485 (30.3%)\n", + "\n", + "Missing points (marked as NaN) in output\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 4602/18485 (24.9%)\n", + "\t\tleft_ear: 302/18485 (1.6%)\n", + "\t\tright_ear: 524/18485 (2.8%)\n", + "\t\tcentre: 256/18485 (1.4%)\n", + "\t\ttail_base: 513/18485 (2.8%)\n", + "\t\ttail_end: 3297/18485 (17.8%)\n" + ] } ], "source": [ - "plot_confidence_hist(\n", - " ds_sleap_video1_thresholded,\n", - " individual=\"individual_0\",\n", - " keypoints=[\"snout\", \"centre\", \"tail_end\"],\n", - " threshold=0.6,\n", + "# interpolate over missing values (NaNs) in the thesholded position for gaps of up to max_gap frames\n", + "# The interpolated data will be stored in a new variable called \"position_interp\"\n", + "ds_sleap_video1[\"position_interp\"] = interpolate_over_time(\n", + " ds_sleap_video1.position_thresh, method=\"linear\", max_gap=30\n", ")" ] }, @@ -2071,50 +2238,57 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### C2. Interpolate over missing points\n", - "Sometimes a keypoint may disappear for a few frames, e.g. if it's occluded by another object.\n", - "\n", - "We can \"fill in\" the missing points by interpolating over short gaps. Interpolating over longer gaps may lead to inaccurate results, as the uncertainty about the position of the keypoint increases.\n", - "\n", - "Below we will use \"cubic\" interpolation, but other methods are available (see [xarray.DataArray.interpolate_na](https://docs.xarray.dev/en/stable/generated/xarray.DataArray.interpolate_na.html)). We will set the maximum gap length to 1 second, but feel free to experiment with other values.\n", - "We can plot the trajectories again to see the effect of interpolation." + "You can find out more on this topic by going through the\n", + "[Drop outliers and interpolate](https://movement.neuroinformatics.dev/examples/filter_and_interpolate.html)\n", + "example in the `movement` documentation." ] }, { - "cell_type": "code", - "execution_count": 16, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# interpolate over missing values (NaNs) for gaps of up to max_gap seconds\n", - "ds_sleap_video1_filtered = ds_sleap_video1_thresholded.interpolate_na(\n", - " dim=\"time\", method=\"cubic\", max_gap=1\n", - ")" + "### C3. Smooth trajectories\n", + "\n", + "Because poses are predicted on a frame-by-frame basis, and only later\n", + "stitched together into tracks, we often find artifactual jitter in the\n", + "trajectories. We can get rid of this jitter by smoothing the data over time.\n", + "Here, we will apply a median filter with a rolling window of 5 frames\n", + "to the interpolated dataset." ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 27, "metadata": {}, "outputs": [ { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Missing points (marked as NaN) in input\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 4602/18485 (24.9%)\n", + "\t\tleft_ear: 302/18485 (1.6%)\n", + "\t\tright_ear: 524/18485 (2.8%)\n", + "\t\tcentre: 256/18485 (1.4%)\n", + "\t\ttail_base: 513/18485 (2.8%)\n", + "\t\ttail_end: 3297/18485 (17.8%)\n", + "\n", + "Missing points (marked as NaN) in output\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 4850/18485 (26.2%)\n", + "\t\tleft_ear: 324/18485 (1.8%)\n", + "\t\tright_ear: 560/18485 (3.0%)\n", + "\t\tcentre: 274/18485 (1.5%)\n", + "\t\ttail_base: 551/18485 (3.0%)\n", + "\t\ttail_end: 3503/18485 (19.0%)\n" + ] } ], "source": [ - "plot_trajectory(\n", - " ds_sleap_video1_filtered,\n", - " individual=\"individual_0\",\n", - " keypoint=\"tail_end\",\n", - " frame=frame_img,\n", - " time_range=(1 * 60, 10 * 60),\n", + "ds_sleap_video1[\"position_smooth\"] = median_filter(\n", + " ds_sleap_video1.position_interp, window=5\n", ")" ] }, @@ -2122,70 +2296,175 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Exercise 5:**\n", + "You will notice that the number of NaN values in the dataset has somewhat\n", + "increased. Can you guess why?\n", "\n", - "- Repeat the above filtering and interpolation procedure for the `ds_dlc_video1` dataset you loaded in **Exercise 1**.\n", - "- Plot the confidence score histograms before and after filtering.\n", - "- Experiment with various thresholds, interpolation methods and gap lengths.\n", - "- Visualise the trajectories before and after filtering and interpolation." + "You can learn about this and other smoothing-related issues,\n", + "by going through the\n", + "[Smooth pose tracks](https://movement.neuroinformatics.dev/examples/smooth.html)\n", + "example in the `movement` documentation." ] }, { - "cell_type": "code", - "execution_count": 223, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# write your code here, feel free to add more cells as needed" + "### C4. Visualise the effects of data cleaning\n", + "\n", + "We will plot the pose track of the `snout` keypoint before and after each \n", + "data cleaning step to evaluate the effects of each step.\n", + "For illustration purposes, we will focus on a small time range." ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 28, "metadata": {}, + "outputs": [], "source": [ - "## D. Compute time spent in different parts of the maze\n", + "def plot_multiple_position_vars(\n", + " ds: xr.Dataset,\n", + " data_vars: list,\n", + " selection: dict\n", + "):\n", + " \"\"\"Plot multiple position variables from a dataset.\n", "\n", - "### D1. Define regions of interest (ROIs)\n", + " Parameters\n", + " ----------\n", + " ds : xr.Dataset\n", + " Dataset containing the position variables.\n", + " data_vars : list\n", + " List of variable names to plot.\n", + " selection : dict\n", + " Dictionary of selection criteria to apply to the data.\n", + " Must select 1 individual, 1 keypoint, 1 space coordinate,\n", + " and, optionally, a time range.\n", + " \"\"\"\n", + " n_vars = len(data_vars)\n", "\n", - "First we will have to define the different parts of the maze and their coordinates as ROIs:\n", + " space_coord = selection[\"space\"]\n", + " kpt_name = selection[\"keypoints\"]\n", + " ind_name = selection[\"individuals\"]\n", + " colors = plt.cm.tab10.colors\n", "\n", - "- `open_arm_left`\n", - "- `open_arm_right`\n", - "- `closed_arm_bottom`\n", - "- `closed_arm_top`\n", - "- `central_square`\n", + " fig, axs = plt.subplots(\n", + " n_vars, 1, figsize=(8, n_vars * 2 + 2), sharex=True, sharey=True\n", + " )\n", + " for i, var in enumerate(data_vars):\n", + " data = ds[var].sel(**selection)\n", "\n", - "The cell below provides the vertex coordinates for each ROI in the form of a dictionary. In practice, you would have to define these coordinates using tools such as [ImageJ](https://imagej.net/ij/) or [Napari](https://napari.org/) and then import them into Python. ROI definition functionality is also planned for a [future version of `movement`](https://movement.neuroinformatics.dev/community/roadmap.html)." + " ax = axs[i]\n", + " ax.plot(data.time, data, label=var, color=colors[i])\n", + " ax.set_title(f\"{var} for {ind_name} {kpt_name}\")\n", + " ax.set_ylabel(f\"{space_coord} position\")\n", + " ax.set_xlabel(\"time (s)\")\n", + "\n", + " fig.tight_layout()\n" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 29, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Variable names storing the different data arrays\n", + "data_vars = [\n", + " \"position\", \"position_thresh\", \"position_interp\", \"position_smooth\"\n", + "]\n", + "\n", + "# Select a subset of the data for plotting\n", + "selection = {\n", + " \"keypoints\": \"snout\",\n", + " \"individuals\": \"individual_0\",\n", + " \"space\": \"x\",\n", + " \"time\": slice(2.5 * 60, 3 * 60), # focus on 2.5-3 minutes\n", + "}\n", + "\n", + "plot_multiple_position_vars(\n", + " ds_sleap_video1, data_vars, selection\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
    \n", + "\n", + "Exercise 5: Data cleaning\n", + "\n", + "- Repeat the above filtering and interpolation procedure for the `ds_dlc_video1` dataset you loaded in **Exercise 1**.\n", + "- Plot the confidence score histograms to select a threshold for filtering.\n", + "- Sequentially apply the filtering, interpolation and smoothing steps.\n", + "- Experiment with various thresholds, interpolation methods, gap lengths and window sizes.\n", + "- Visualise the data at each processing step (feel free to reuse the `plot_multiple_position_vars()` function)." + ] + }, + { + "cell_type": "code", + "execution_count": 223, + "metadata": {}, + "outputs": [], + "source": [ + "# write your code here, feel free to add more cells as needed" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## D. Compute time spent in different parts of the maze\n", + "\n", + "### D1. Define regions of interest (ROIs)\n", + "\n", + "First we will have to define the different parts of the maze and their coordinates as ROIs:\n", + "\n", + "- `open_arm_left`\n", + "- `open_arm_right`\n", + "- `closed_arm_bottom`\n", + "- `closed_arm_top`\n", + "- `central_square`\n", + "\n", + "Each ROI is defined as a polygon consisting of a list of vertex coordinates.\n", + "In the cell below, we load this coordinates from the provided `EPM_rois.yaml`\n", + "file into a Python dictionary mappring ROI names to their vertex coordinates.\n", + "\n", + "In practice, you would have to define these coordinates using tools such\n", + "as [ImageJ](https://imagej.net/ij/) or [napari](https://napari.org/)\n", + "and then import them into Python.\n", + "ROI definition functionality is also planned for a [future version of `movement`](https://movement.neuroinformatics.dev/community/roadmaps.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'open_arm_left': [[323, 452], [412, 447], [511, 449], [591, 458], [591, 575], [522, 588], [416, 586], [324, 581], [322, 516], [323, 452]], 'open_arm_right': [[707, 460], [793, 449], [893, 452], [983, 453], [986, 515], [984, 587], [899, 590], [791, 589], [705, 577], [707, 460]], 'closed_arm_bottom': [[592, 574], [706, 576], [714, 643], [711, 740], [711, 829], [642, 828], [583, 827], [579, 749], [580, 659], [592, 574]], 'closed_arm_top': [[587, 198], [651, 196], [716, 201], [717, 291], [721, 383], [707, 458], [590, 457], [579, 381], [580, 278], [587, 198]], 'central_square': [[591, 458], [707, 459], [707, 576], [590, 575], [591, 458]]}\n" + ] + } + ], "source": [ - "# Each ROI is represented as a list of (x, y) coordinates in pixels\n", - "rois = {\n", - " \"open_arm_left\": [\n", - " [323, 452], [412, 447], [511, 449], [591, 458], [591, 575],\n", - " [522, 588], [416, 586], [324, 581], [322, 516], [323, 452],\n", - " ],\n", - " \"open_arm_right\": [\n", - " [707, 460], [793, 449], [893, 452], [983, 453], [986, 515],\n", - " [984, 587], [899, 590], [791, 589], [705, 577], [707, 460],\n", - " ],\n", - " \"closed_arm_bottom\": [\n", - " [592, 574], [706, 576], [714, 643], [711, 740], [711, 829],\n", - " [642, 828], [583, 827], [579, 749], [580, 659], [592, 574],\n", - " ],\n", - " \"closed_arm_top\": [\n", - " [587, 198], [651, 196], [716, 201], [717, 291], [721, 383],\n", - " [707, 458], [590, 457], [579, 381], [580, 278], [587, 198],\n", - " ],\n", - " \"central_square\": [\n", - " [591, 458], [707, 459], [707, 576], [590, 575], [591, 458],\n", - " ],\n", - "}" + "with open(\"EPM_rois.yaml\", 'r') as file:\n", + " rois = yaml.safe_load(file)\n", + "\n", + "print(rois)" ] }, { @@ -2197,7 +2476,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 44, "metadata": {}, "outputs": [], "source": [ @@ -2222,12 +2501,12 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 45, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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    " ] @@ -2246,13 +2525,24 @@ "source": [ "### D2. Compute time spent in each ROI\n", "\n", - "Firs we define some helper functions which determine if a set of points is inside a polygon,\n", - "either for a single frame or frame-by-frame." + "First we define some helper functions which determine if a set of points is inside a polygon,\n", + "either for a single frame or frame-by-frame.\n", + "\n", + "We will use the `Point` and `Polygon` classes from the [`shapely`](https://shapely.readthedocs.io/en/stable/index.html) package." ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "from shapely.geometry import Polygon, Point # noqa: E402" + ] + }, + { + "cell_type": "code", + "execution_count": 47, "metadata": {}, "outputs": [], "source": [ @@ -2306,8 +2596,10 @@ "# sanity check\n", "test_polygon = Polygon([[0, 0], [1, 0], [1, 1], [0, 1]]) # unit square\n", "test_point_timeseries = np.array([\n", - " [[0.5, 0.5], [0.6, 0.3], [0.2, 0.7]], # within the square\n", - " [[1.5, 1.5], [0.6, 0.3], [0.2, 0.7]], # outside the square\n", + " # all points are inside the square for the first frame\n", + " [[0.5, 0.5], [0.6, 0.3], [0.2, 0.7]],\n", + " # one point is outside the square for the second frame\n", + " [[1.5, 1.5], [0.6, 0.3], [0.2, 0.7]],\n", "])\n", "test_array = polygon_contains_all_points_framewise(test_polygon, test_point_timeseries)\n", "assert np.all(test_array == np.array([True, False]))" @@ -2322,29 +2614,33 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "def open_to_closed_arms_ratio(\n", - " ds: xr.Dataset,\n", + " data: xr.DataArray,\n", + " rois: dict,\n", " individual: str,\n", " needed_keypoints: list,\n", - " rois: dict,\n", + " time_range: tuple | None = None,\n", ") -> float:\n", " \"\"\"\n", " Calculate the ratio of time spent in open arms vs closed arms.\n", "\n", " Parameters\n", " ----------\n", - " ds : xr.Dataset\n", - " Dataset containing pose tracks\n", + " data : xr.DataArray\n", + " Array contain position data.\n", + " rois : dict\n", + " Dictionary mapping ROI names to 2D coordinates (x, y) in pixels.\n", " individual : str\n", " Name of the individual\n", " needed_keypoints : list\n", " List of keypoints that must be within the ROI\n", - " rois : dict\n", - " Dictionary mapping ROI names to 2D coordinates (x, y) in pixels.\n", + " time_range : tuple, optional\n", + " Start and end time of the trajectory to plot (in seconds).\n", + " If None, the entire trajectory will be plotted.\n", "\n", " Returns\n", " -------\n", @@ -2356,11 +2652,13 @@ " roi_polygons = {roi_name: Polygon(roi_coords) for roi_name, roi_coords in rois.items()}\n", "\n", " # Select the appropriate data\n", - " data = ds.pose_tracks.sel(individuals=individual, keypoints=needed_keypoints).values\n", + " data = data.sel(individuals=individual, keypoints=needed_keypoints)\n", + " if time_range is not None:\n", + " data = data.sel(time=slice(*time_range))\n", "\n", " # Calculate the boolean mask for each ROI (True if all needed keypoints are within the ROI)\n", " roi_masks = {\n", - " roi_name: polygon_contains_all_points_framewise(roi_polygon, data)\n", + " roi_name: polygon_contains_all_points_framewise(roi_polygon, data.values)\n", " for roi_name, roi_polygon in roi_polygons.items()\n", " }\n", "\n", @@ -2373,23 +2671,24 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 49, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Open to closed arms ratio: 1.0598218786758529\n" + "Open to closed arms ratio: 1.0581512605042016\n" ] } ], "source": [ "result_sleap_video1 = open_to_closed_arms_ratio(\n", - " ds_sleap_video1_filtered.sel(time=slice(1 * 60, 10 * 60)),\n", + " ds_sleap_video1.position_smooth, # use the \"clean\" position data\n", + " rois=rois,\n", " individual=\"individual_0\",\n", " needed_keypoints=[\"centre\"],\n", - " rois=rois,\n", + " time_range=(1 * 60, 10 * 60)\n", ")\n", "\n", "print(\"Open to closed arms ratio:\", result_sleap_video1)" @@ -2408,18 +2707,19 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 50, "metadata": {}, "outputs": [], "source": [ "def analyse_video_predictions(\n", " ds: xr.Dataset,\n", - " individual: str,\n", - " needed_keypoints: list,\n", " time_range: tuple,\n", " rois: dict,\n", - " confidence_threshold: float = None,\n", - " interp_max_gap: float = 1,\n", + " individual: str,\n", + " needed_keypoints: list,\n", + " confidence_threshold: float = 0.6,\n", + " interp_max_gap: float = 30,\n", + " median_filter_window: int = 5,\n", " plot: bool = False,\n", " plot_keypoint: str = \"centre\",\n", " plot_frame: np.ndarray = None,\n", @@ -2427,26 +2727,36 @@ "\n", " # restrict to time range, if provided\n", " if time_range:\n", - " ds_to_analyse = ds.sel(time=slice(*time_range))\n", + " ds = ds.sel(time=slice(*time_range))\n", " \n", - " # filter by confidence threshold, if provided\n", - " if confidence_threshold:\n", - " ds_to_analyse = ds_to_analyse.where(ds_to_analyse.confidence > confidence_threshold)\n", - "\n", + " # filter by confidence threshold\n", + " ds[\"position_thresh\"] = filter_by_confidence(\n", + " ds.position, ds.confidence, threshold=confidence_threshold, print_report=False\n", + " )\n", " # interpolate over missing values (NaNs) for gaps of up to max_gap seconds\n", - " ds_filtered = ds_to_analyse.interpolate_na(dim=\"time\", method=\"cubic\", max_gap=interp_max_gap)\n", + " ds[\"position_interp\"] = interpolate_over_time(\n", + " ds.position_thresh, method=\"linear\", max_gap=interp_max_gap, print_report=False\n", + " )\n", + " # apply median filter to smooth the data\n", + " ds[\"position_smooth\"] = median_filter(\n", + " ds.position_interp, window=median_filter_window, print_report=False\n", + " )\n", "\n", " if plot:\n", " plot_trajectory(\n", - " ds_filtered,\n", + " ds.position_smooth,\n", " individual=individual,\n", " keypoint=plot_keypoint,\n", " frame=plot_frame,\n", - " time_range=time_range,\n", " )\n", "\n", " # calculate the ratio of time spent in open vs closed arms\n", - " return open_to_closed_arms_ratio(ds_filtered, individual, needed_keypoints, rois)\n" + " return open_to_closed_arms_ratio(\n", + " ds.position_smooth,\n", + " rois=rois,\n", + " individual=individual,\n", + " needed_keypoints=needed_keypoints,\n", + " )\n" ] }, { @@ -2458,21 +2768,21 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Open to closed arms ratio: 1.6409021794221996\n" + "Open to closed arms ratio: 1.6407864885303756\n" ] }, { "data": { - "image/png": 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", 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92c9+VgE97rjjtN/v18v/6q/+SgG97rrr6mNftWqVnnDCCSPj3vGOdygwMmc6J5deemm9bP369XriiSeO7MtXv/pVBfQf//Ef62Xj1zudhze84Q31sqqq9OSTT563jfFj292cqvPvv8FgoA996EP1CU94wsjydevW6TnnnDNvzt1x+eWXK6Bf+MIX5n329Kc/XdesWXOH6//93/+9AvrmN7953mfpvt3Tv4G0/+P7s2nTJu12u/p7v/d78/b7s5/97LztpjmuuOKKkeWvfe1rdWpqSv/3f/93ZPkrXvEKtdbqzTfffIfHmllabN26VQH92DeP0c/d+IBFfX3sm8cooFu3br23D/NeJ7tBM0uSbrfL85///HnL2/Eu27dv56c//Sknn3wyu3bt4n/+5392O9/ll1/O8uXL+aVf+iV++tOf1q8TTzyR6elpPvvZzwJw5ZVXsn37dl7xilfMi58SufNg149//OOsWbOGZz/72fWysizrrL7Pf/7zI+PPPPNMDj300JFlp556KmvXruW9731vvexb3/oW3/zmN+80tu/jH/841lpe/OIXjyz/vd/7PVR10QPVn//854/Es5188skAfP/73wfgP//zP9m0aRO/9Vu/NTIuuSfvjGc+85lce+21I668D37wg3S7XX7lV35lt+t9/OMfpygKXvSiF9XLrLX8zu/8zp4f3AK077/NmzezdetWTj75ZP7rv/5rr+adnZ0Fwn0/Tq/Xqz/fHf/8z//MIYccsuDxpft2T/8GEscff3x9PQEOPfRQHvSgB9XXdk84+uijOf3000eWXX755Zx88skcdNBBI/tx6qmn4pzjC1/4wh7Pn1k6pASDxX5lAtkNmlmSHH744QsGtX/729/mVa96FZ/5zGfYtm3byGdbt27d7Xw33HADW7duZdWqVQt+vmnTJoBaFDz0oQ+9W/v9gx/8gAc84AEYM/o9KLmGxuOvjj766HlzGGM466yzeNvb3lYnVrz3ve+l1+vVMUJ3tP21a9eybNmyPdr+3nLUUUeNvE9uyRQDlbb3gAc8YGRcWZYcc8wxdzr/05/+dC688EI++MEP8spXvhJV5fLLL+eJT3ziSGzXOD/4wQ847LDDavd04kEPetCdH9Qd8NGPfpTXve51fOMb36Df79fL90TI3xFJBLbnTOxJUP73vvc9HvSgB1EUu/8nfU//BhLj1xbC9V0oxnN3LHR/33DDDXzzm9+c9yVld/uRyWSyWMssURZ6OG3ZsoVTTjmFmZkZXvOa13DsscfS6/X4r//6L/7gD/7gDoOTvfesWrVqxFrVZncPjn3N7h7Cz33uc3njG9/IRz7yEZ797Gfzvve9jyc/+cl7ZI26J2nH1LVRXZxYk7Vr13LyySfzoQ99iFe+8pV8+ctf5uabb+Yv/uIvFmV+CEJrof0dT1r54he/yFOf+lQe97jH8da3vpXDDjuMsiy59NJL6+STu8thhx0GwK233jrvs1tvvZW1a9fu1fxw1/8GFuPaLnR/e+/5pV/6JV7+8pcvuM4DH/jAPZ4/s3TYN9mgOWYtkcVaZr/hc5/7HLfddhv/8i//wuMe97h6+Y033nin6x577LF8+tOf5rGPfewdWilSIPa3vvUt7n//++923O4sKevWreOb3/wm3vsR61py0a5bt+5O9xWCZe9nf/Znee9738sRRxzBzTffzN/8zd/c6Xrr1q3j05/+NNu3bx+xrt3V7S8WaXs33HADT3jCE+rlw+GQG2+8kYc//OF3Osczn/lMfvu3f5vrr7+eD37wg0xOTvKUpzzlTrd71VVXsWPHjhHr2vXXXz9v7EEHHbSga2/cCvnP//zP9Ho9PvnJT464Ky+99NI7PYY746EPfShFUfCf//mfPOMZz6iXDwYDvvGNb4wsW4hjjz2Wr3zlKwyHw92WMdnTv4G7wt2xKB577LHs2LGDU089dVH2IZO5L5Bj1jL7Dembfvub/WAw4K1vfeudrvuMZzwD5xyvfe1r531WVVVd0uG0005j2bJlvP71r2dubm5kXHu7U1NTC7pdn/SkJ7FhwwY++MEPjsz/N3/zN0xPT3PKKafc6b4mzj77bD71qU9x8cUXc/DBB/PEJz7xTtd50pOehHOOv/3bvx1Z/pa3vAUR2aM5FpOTTjqJQw89lLe//e0MBoN6+WWXXbZgGY2FOPPMM7HW8v73v5/LL7+cJz/5yUxNTd3hOk960pOoqoq3ve1t9TLn3IKC99hjj+V//ud/+MlPflIv++///m+uvvrqkXHWWkRkxOJ200038ZGPfGSPjuOOWL58Oaeeeirvec972L59e7383e9+Nzt27LhT9/eZZ57JT3/603nXHZr7dk//Bu4K6TrclXWf8YxncM011/DJT35y3mdbtmyhqqq7vB+Ze5+QDbr4r0wgW9Yy+w2PecxjOOiggzjnnHN48YtfjIjw7ne/e4/cMqeccgrnnXcer3/96/nGN77BaaedRlmW3HDDDVx++eX81V/9FU972tOYmZnhLW95C//n//wfHvGIR/Cc5zyHgw46iP/+7/9m165ddb20E088kQ9+8INceOGFPOIRj2B6epqnPOUpvPCFL+Tv/u7veN7znse1117L/e53P/7pn/6Jq6++mosvvnheLNkd8ZznPIeXv/zlfPjDH+ZFL3rRHhV+fcpTnsIv/MIv8Id/+IfcdNNNPPzhD+dTn/oU//qv/8pLXvKS2nJ4T1GWJa973es477zzeMITnsAzn/lMbrzxRi699NI9ilkDWLVqFb/wC7/Am9/8ZrZv384zn/nMO13nKU95Co997GN5xStewU033cTxxx/Pv/zLvywosH/zN3+TN7/5zZx++umce+65bNq0ibe//e085CEPGYmLPOOMM3jzm9/ML//yL/Oc5zyHTZs2cckll3D/+9+fb37zm3t+UnbDn/7pn/KYxzyGU045hRe+8IX88Ic/5C//8i857bTT+OVf/uU7XPe5z30u//iP/8iFF17IV7/6VU4++WR27tzJpz/9aX77t3+bX/mVX9njv4G7wgknnIC1lr/4i79g69atdLtdnvCEJ+w2Lg7gZS97Gf/2b//Gk5/85LoUyM6dO7nuuuv4p3/6J2666SYOOeSQu7QfmXsfj8Hl0h37jnstDzWT0d2X7thdSYmrr75aH/3oR+vExISuXbtWX/7yl9elLtrlAxYqu6AaSkaceOKJOjExocuWLdOHPexh+vKXv1x//OMfj4z7t3/7N33MYx6jExMTOjMzo4985CP1/e9/f/35jh079DnPeY6uWLFCgZFtbdy4UZ///OfrIYccop1ORx/2sIeNlIpQbcpUvPGNb7zD8/OkJz1JAf3Sl750h+PabN++XV/60pfq2rVrtSxLfcADHqBvfOMbR0qPqC5O6Y7LL798ZNxC5TdUVd/61rfq0Ucfrd1uV0866ST9whe+MG/O3a2rqvrOd75TAV22bNm8kiqqC1/v2267Tc8++2ydmZnR5cuX69lnn61f//rXF9zGe97zHj3mmGO00+noCSecoJ/85CcXnPNd73qXPuABD9But6sPfvCD9dJLL9U//uM/nncP39XSHYkvfvGL+pjHPEZ7vZ4eeuihev7559flXu6MXbt26R/+4R/q0UcfrWVZ6po1a/RpT3uafu973xsZtyd/A+vWrdMzzjhj3jYWKnPyzne+U4855hi11o78He5uDtVwj1500UV6//vfXzudjh5yyCH6mMc8Rt/0pjfpYDDYo+PNLA1S6Y7L//vB+rHvP2RRX5f/94Nz6Y6IqOYIvsyBx9lnn80111yzYDX9/Ylf+7Vf47rrrtvvjyOTyRyYbNu2jeXLl/OBbxzP5LKFk1LuLru2O551wnfYunXrHWZ/3xfIMWuZA5Jbb711v3el3HrrrXzsYx/j7LPPvrd3JZPJZDL3IjlmLXNA8c1vfpOPfOQjfOELX5jXomh/4cYbb+Tqq6/m//7f/0tZlpx33nn39i5l9oINGzbc4ecTExNLriRLJnNX8ZjcbmofksVa5oDiX/7lX/ibv/kbnvWsZ3HRRRfd27tzt/j85z/P85//fI466ij+4R/+gTVr1tzbu5TZC1INtd1xzjnn1M3rM5lMZiHuUzFrl1xyCW984xvZsGEDD3/4w/mbv/kbHvnIR97bu5XJZA5gPv3pT9/h52vXruX444+/h/Ymk1lcUszau7/+sH0Ss3b2z16XY9a4D1nWUpmFt7/97TzqUY/i4osv5vTTT+f666+/wzTzTCaT2Rty8ddMJrO33GcSDN785jfzghe8gOc///kcf/zxvP3tb2dycpK///u/v7d3LZPJZDKZ/RoX66wt9isTuE9Y1gaDAddee+1IDJMxhlNPPZVrrrlm3vh+vz/SUNl7z+23387BBx+81w2bM5lMJpPZ16gq27dvZ+3atSOt7/YVXg1+kXuD+vtOlNadcp8Qaz/96U9xzrF69eqR5atXr657JrZ5/etfz5/8yZ/cU7uXyWQymcw+4ZZbbuGII464t3cjs5fcJ8TaXeWiiy7iwgsvrN9v3bqVo4466l7co8x9DQMcebDh6MMKDjvY0i2VLZuHFIWyeZvn9m0wNwAFhPDT+fDLQcthespgjcdoGmMARVRAlHpNAVTDr22jsYJPv2p4oSaO8eGngJFgpUYEUV9/E05fiI0186zRIiDiERFESowUiFGk3mI4IucqPB4jFqGod9A5h3MeMBhRUI9TqLyGQxHFVZ5du8ApLJ8p6VqPkQ7dCdi2Y5ZdO2HjT+EHm2G0A2wmc2BxV1rc7Q37wm3pcumOmvuEWDvkkEOw1rJx48aR5Rs3blywLEK326Xb7d5Tu5fJzCOJoMIqnQJKa7AChYXCBDkz7tkwAs6BGwqCpzBgPCMCK/weFRxB2HiJ0i2JKg3rpzE+isCw1UZQiZGwn9YgCIriCO6XMFXYZ5OmjQrOWIuKRRBELMYIImCIChCDqsMieLGIFAglIgpSMcRhxQBh+yg4VYxvqjKJClYUAUorlDYcZCFCaaAwzeeZzIFMDt05MLhPRO91Oh1OPPFErrrqqnqZ956rrrqK9evX34t7lsnsHgOIJ5q2gmjyaBAk0TgmcVwQd2ANDIbKcBA/D0YvovELEQ3/eAsgcoffW9O/8UKYJ+5MXKCI+Lis/arlUrS+NdsIlrTmBUHAeXXpcOpl6g2oDdY8TLPPKGI8ikvSMIo4MMbWYrTWnfH/qh7vhxijmNaBaX6OZTKLggecyqK+/J1u9b7DfcKyBnDhhRdyzjnncNJJJ/HIRz6Siy++mJ07d/L85z9/kbZgIN9amUVCAe8dqhJcgNF2Fe4zBzQiTaJiSxayykG/gkkJLs+kR5ov2FHMRAObidurfZdJ4kRrWhJKIoonaqa4TEVR41EEUTDRzarJd2pMEERx4yIGDTK0dsdKdHuG/4Icdb5ExAQxaECjGFQc6iFYChVF0FrHmWARlEaChnPjUeNBDcYIhQUbBV4mk8nsD9xnxNozn/lMfvKTn/BHf/RHbNiwgRNOOIErrrhiXtLB3ScLtczioqJggkXKiCDGYMQg4hATrWUmWIckuUZtsMANq5CdpeKauDZtBFsQYr71e/N5exwAJom34OoMH9k4r4vLggvTiER3Z5pbW0ItHJMgIYYu/S7BvapqglhTguAjibtgxVMF7wWvtKxzSWoGS55GZ2oSnLVOFMEYgxGLjUrVk/9qM5nFYt+0m7pPOP/2iPuMWAO44IILuOCCC+7t3chk7hQBrBFMLUY8go9irXFt1tYhbWLDrIHhEHbt8iybkNpNuOBGWkItzZPeJ3HVkj3BJcmo6ErOijo2LloCg8u0nbmQXKApjibtQNq4JUSuaRByhpZlMBxHk+gQ3awIqkH4GRGMmBBjR+OyFUn7aaPoZeHzkclkMkuU+5RYy2T2JwzBlZjcgSa5L2PQvm8JNQiayNogtIYVzA2Uqa7Bpr/ycfcgYa7gak2fC6IpLi65J4lxYwWCq12NCwUu11mn0SKGmGghC0ckycyXJGD8XVFUKmpBKMGqFsSf1mpSFIwIVkwde+Y8eFHE+toFW2tE07bCgbUm1pxKLthMJrMYODW4Ra6zttjz7c9ksZbJLEEMMQPUBPddKHVBY1GKrs8Ud1Zb26xB1TOsgnXNOaVTNDFqab12UqjULsewsNFTSSDF+DJ19XYkJhmQxqa4MXwUWcT80PihpsSEdIRtB2Sw0aGtbdeqTlrZpWBFQjkPE8RccNt61BMtcs05qvMoVLAmZKEWtowiT2MGaiaTWQyC7X9xv/4s9nz7M1msZTJLEJFQZiIINVMLkzopEupfTKppFi1u1gQLm/cwqKDbMZgk9lKBjDiXEsTO+La1VYYtCDff+pDgYdSm3pqkFNXaehd3TrQOqpOWZS9NVcfQxbwAMRKyTGtrmsR9jHNKKBmirexQrV2pphaMSRs2blDFGsUYj4iPDtdMJpPZP8hiLZNZghjA2Bi2L9GtZ0K8VV2sNompZFUTQIPVqShg2IfZOZjoGQqJobria1Ocymg9tTYjiQi1uzWIIkWDdjNgBUSK6DGNSQVpOFGrJRGXAv3rODyHYhE1iHrceDhxdIuq99G6lhIDBPFBtIEP0WkSLYA+FOcV9W1vaxSVQQQaIxgbatZlwZbJLA7ZDbpvyWItk1mKSEwwMBKsaqQ4LDPqGGi7JWncm1bAW6gqxSthnlYsV508kAxloxUvmulr0ZZcksR1NEouAzHJQFNmpyaNZGqrVz23CmpMzB6lXZattotJlFBaJy6EbUt0jRqTdKOvS30kc1+qGFKLzChii9IiviVq65OVyWQyS58s1jKZJYgBbGGxlsbVOFJMtmUQ8wJWa6EmRIFiwVdhrLUWdVVcQQiZlx5ii6Y7QlSDWGu5YZPXM7V3Uk2irEkECMFxqXRHKEyr4oJ4pIjlOzyIC2JUY0kPlageJdjRWgeWkg8UBTWoF9SH4rg+mhyDWEu+3CBwCxti35LLVwju4jqWL5PJ7BX7pt1UtqwlsljLZJYgwQIkGPEhzoomcD5ZjlKB2nbcvknrxn/jfAVzfc9kz1BYE3tqgsYeUlqHmdWBZ6PEz1K8WbLuBeEVtmi0vQdNf06JLtMQb2dDQVt1qFbRDlbEZAStXb0gjeuUMI+LZrLaGocgWEJGqsUYX7eySpmokKxrEq2CoRdpiGUzGIFOEWL5MplMZqmTxVomswSp+24SflqBorAYGfumqanmWWtRsq6ZYGGbnVWGU4ayZxBfBQtTzLOSlBHayt2Me0CyZtXB/amsRtvERkpQ8LXbElJPgiSxpM70VFKNNFMH/ksKbotKVNs+3ZbrN+U2oKa2BooI1hahbZVXVGOcG605CH5T7w3eh2OwVrC25RLNZDJ7hVfBL3L/tsWeb38mi7VMZgmSLGvWCIUUiKkoiyLGdkWSaa1VV7adDyACpoD+UJmrPB1v8BqzJ7XVZiqtqdKaIXUYIGmdOGnzuYk7IDHDMki1tHfRbUpTt03ay4SwnjZC0yVXauoFalxsWwUYDQkFrhOTDaq6/hvYaJnzVC54UH20PIZBFqfKcOiYJJgdrSX2GM1kMpmlTxZr9yg5QCazZwQPnmBFsNaCDLFiUBMr+zMaN5bKW6RyFRDFmgUdwo7Ziq6V6J5s4uCa7TW1zAKprpup3YfBxZhsZSHgS6RCTCibYSQmHLQzMMdu9+TKbBflTa7WkMCQOs6HpAqVYSzaKyE+jSGxI2gUlz66ZaOFT8F5xTutz0n4KXVnA2NDpq2x48ecyWTuLn4fxKzldlMNWazdo2ShltkzUvNzie2RvPfEMLM4oLF21aIklTRrzWNizbWqD4OO0umkjEtizFdKEmh+Ng5Mm2aP4ix+Fn+GXbStrfnGRdpO82R0n5K1TWLLqmS+a/Sjxs8NBoOKBx9cm6oeVynee4ZDH5MGBO+CSFMUVzn6g2BdkyKcu3hCQ0/VWN7ELKQmM5nM3cKrwS9yqY3Fnm9/Jou1TGZJkmLIUq01g/eDUEtMGzefIeiQ2uUXMS3XZWmgGkJ/CGU3WaRaW2oSJwOpY4G4sB8a67HR1DpDDdghYKNxLC6rxV44BpGWNa11bOG/6Mdtmwjj9lM5Ea+CqwTvfNzPFJsWuhakeDqDYGywsg3F45wyrMBIEIXGGorCUFhLRZonxMxlMpnMUieLtUxmqVIH8Ic3qbG5S25GjUkE8XcJ3sgmN8A01jIjMOiDn4zVz8bcf0GDhV6cTamNaFVrF3JLljbxtRUsia9g1UsdBZoD0BElmGqx2SDKFFRdLdDqA45WRSMWW3ah01jCFBf3T2J2a7LQhX2u/BDnY3KESV0dFLVhjuQGFs1FcTOZxcIROgcv9pyZQBZrmcwSRD0453E+1AdLLksfLUrJG9nqugTUCZRhjpZmEgNVBcO+0O2GDgRJsNXlQOryHFoLPpN6kcZEgtheHpEqJgsoEISXqTMdmqzQkRQG1br5uhLMYqn2mdblPwzGBIFoYl9UI8nKmIRi4/q1NtaLkxCz5tXhh2H/TQqfU8WaIsT7SWgCL3VHhEwmk1n65C+WmcwSRD049bhUb4wgXKw184LiU7LAiEMvaqZ2NX+nMHQGxI7oqDq+v1Z8Gi1dBo3WL++DK3Uw9FSVUg0N1TBkWFZVReUqqsrhnOJjRmZToy2Z+9pJEKkZqEJso5UsaU2eakvY4fA6wPsh3vm4DYfXqlXsNopQ33R58ArqQ3ydMQZrTO36HO9Vmslk7j4pZm2xX3eFV7/61XXx8PR68IMfXH8+NzfH+eefz8EHH8z09DRnnnkmGzduHJnj5ptv5owzzmBycpJVq1bxspe9jKqqxjd1j5Mta5nMEsUQm7PbIHaMia2aUjZoS4i1i+WOkAxS0dLUH3omfLCBeQ/WNq5Kr42YUk0Zl0Qh5eqdMsYhsSNA8JA6xKSSGyHhQGqLXGx1JTYG+vuwzWS9w8RtShSIrcg20ThvEI4GwLjaqqikRqlNlThjAPEjHR68FxQXrXUmvqSuQ5fJZA4cHvKQh/DpT3+6fl8Ujcx56Utfysc+9jEuv/xyli9fzgUXXMCv//qvc/XVVwPgnOOMM85gzZo1fOlLX+LWW2/luc99LmVZ8md/9mf3+LG0yWItk1mChPIUHmsUa8B5YuxY4wb0PoiNuqH7AvNEPRREnIG5vrJrl6MwobsBKCZWyzCEBvBJxBiJQssE92VtIJMg8iT6YI2Y+NPWHQmaQrrJdakYE9RgEE6xLEis55aOOsXMCTZW8NCUYhGzQS1o7AiaslgJx+dNKPbr1Y/0CA0JCS7sW9xfa0Mz92xdy2QWB8fix5i5u7FOURSsWbNm3vKtW7fyrne9i/e973084QlPAODSSy/luOOO48tf/jKPfvSj+dSnPsV3vvMdPv3pT7N69WpOOOEEXvva1/IHf/AHvPrVr6bT6ezlEd19shs0k1mC1AVxDQT3XmqbFP5khdDVwAqYVvzaCFFYSRJjsRLHcChYK3S6UJZQdqDTg4kJodsVOh3olEJRgC2UsjQUpaEoBFsoRRktVDHD0liDNbaxVkXLVRBCQQz5WFYjNYEfkZZxH0Pts+iqjPXdQtJDLLuBIGpRLVBvQIMlL6UdqA/9QWs3bJpbBLBBuDmt3SMmx6xlMovGvnSDbtu2beTV7/d3ux833HADa9eu5ZhjjuGss87i5ptvBuDaa69lOBxy6qmn1mMf/OAHc9RRR3HNNdcAcM011/Cwhz2M1atX12NOP/10tm3bxre//e19cdr2mCzWMpklSGGE0oaiuKkxeXiFdk8irUbkKWu09aq1UCvr0RLWcQ4kirVOF2wRXsYSK/sDRuuSID66FIObNImk4E5MiaLJ6pfaTmltUYvlO0SjkLMYKRBsyAgFhGZZqO3WxLeNZqUWGGOxtqAoCorCIsYgxsZEgpi0kM4BYd/KjqEsiiD5kiiUxnqYJVsms7Q58sgjWb58ef16/etfv+C4Rz3qUVx22WVcccUVvO1tb+PGG2/k5JNPZvv27WzYsIFOp8OKFStG1lm9ejUbNmwAYMOGDSNCLX2ePrs3yW7QTGYJYoxQFhZrJWZLBlceREtZdFWOGIeS649GsKVsUSG4S62FQaVUDnpdECN4TIg7Q0cnlJSVmuLBGnckaEsVSl2aTSUJK0uQhwkfX9EdmUSZhOVek6UrHSuxc0Ko9+ZVRxrGS+ugQr9RBR3WKQm1c1OgKISiEMRbyk6Jun4QjyLYrNQymUXBqcEtchHbNN8tt9zCzMxMvbzb7S44/olPfGL9+8/8zM/wqEc9inXr1vGhD32IiYmJRd23e5psWctkliDWCEVh6HTCy3sfg/4D0n7VtTpG52h/nsRdsp4NBjF5QEIxDhkXfu11k8VMHaFLQRpvECmjKHR1DFqwpiWrmmlKgQCMCC4Z2TcxQZiJ+HqbybKm8fjTgSqNy9NXHryvkyu8T4kSUh+ICHS6lk7HYuv2pTleLZPZH5iZmRl57U6sjbNixQoe+MAH8t3vfpc1a9YwGAzYsmXLyJiNGzfWMW5r1qyZlx2a3i8UB3dPksVaJrMEsRaKMgiMsmNDj08asTJSlqNZGn62l7d0UsjkDK7Qqh9KcYR6Y76pooG2XIMpNo0muYDQtD0Iq1RWJCKh5ppQ1CIt1GNLAiy5TosoDGN7qhjDVtdaE+pEijBPmDNsOwg6jSU5VCuUmFavEpMJiFkXsaepl9i/NApEY/A+dEJod/DKZDJ3n5AStbivdnb43WHHjh1873vf47DDDuPEE0+kLEuuuuqq+vPrr7+em2++mfXr1wOwfv16rrvuOjZt2lSPufLKK5mZmeH444/fq33ZW7IbNJNZghQmxJN1OgZrLdbYpohry90pBKtUiqdvC4+m12cYqFB3M3AO+n3odkKB2CQFfVonWtTCNlN12dgeKrkwNfUr8Bhx0VUarGu1sJTY9J2YLCCxJIjElIFY8Da0tErfHRX1DkVD03URNDaQT4kGYBArCC6ILg1ZpL4Kgq02qtVN6KGqHMOhi4kI2qoFl8lkDgR+//d/n6c85SmsW7eOH//4x/zxH/8x1lqe/exns3z5cs4991wuvPBCVq5cyczMDL/zO7/D+vXrefSjHw3AaaedxvHHH8/ZZ5/NG97wBjZs2MCrXvUqzj///D225u0rsljLZJYgJoobpybUCdMgUow0JSvqorYxSC0tS17Htss0Wdh8KPZPpbBrABM+CMMRCxwEwaVJTLkYkNZsT33wXybrF3H/UsunOLLJ6iS1TDDh6CTuSHRXiknF48K3aUm10rzgY3upUBpEWnMG4WiMhDok4hATxBgq0cUrKB6RDkY8rvKxK0Nw1RbZt5DJLAr7MmZtT/nhD3/Is5/9bG677TYOPfRQfv7nf54vf/nLHHrooQC85S1vwRjDmWeeSb/f5/TTT+etb31rvb61lo9+9KO86EUvYv369UxNTXHOOefwmte8ZlGP6+6QxVomsxRRqIaewRC8t6gPmZSIxycDVxqajFhxvVqsyUir0EawxUK3/UFINjBldDbIaJFYQ2wFld5L041AtSXCgPqfkph0EARVrKOWYs+iAG3Pp81KWKNR0IUaI6qxfXxtpEuN4QtEClQdKi5a6EJCg1CNJBdEP2hw0cQm8LZIlj6wNpvWMpkDhQ984AN3+Hmv1+OSSy7hkksu2e2YdevW8fGPf3yxd22vyWItk1mCDJxjbjBkMOiFkh1RSYnUYfMLRnMEkZYEEi3rVbOCMSEmbjgMiQbdsskslXqgb00qGCwiITg/9QsNY2MmqXjqQra1UGvlZkpqCdXsUIpr8z5sK1kPUxFdRBFtepKGQfFcaIqZG8babdIkHSjxM63n9eqphkPUj7oyTLasZTKLglfB60L/Ku3dnJlAFmuZzFJElcGwoj+sgmwywc+Zuga03Zwjq8Xg/PCmcZE2hIgyK+AlxK1NTRqs+Cj02lIwqbwUnB8bposCRbCaiQEtgQoVD2rr/qUirlWGIwhEYq9RxEHsXhCaHrQyIpJ5cGyZYFBxsWqIgoY4Oe99iFNLlXA9oW6buFB3zacadVqfu0ZwZstaJrMYOAxukXMWF3u+/Zks1jKZpYiEshTORZFmTcx61Lp2Why2AMmitNCYZNWKBXKr0MqqkGCBclHQGBPlWjJqGRclU+NCTH1Eg2c0leMgtHYyyUIGeHA+ZHEmQaU+lM6tXZII4FCaz0O5kPB5U3MtlfRorH/BPerwMgzCzY2KWY1Zp8akRA3fKi/SchNnMpnMEiWLtUxmCSLJUKSh2r4ojWBJsf4y33K2oLWtnRVKI2SMCS7Dfl/pTESLmSbBteBeoV4Q0y6FAakEhwKqPrghfWgbpT7FvMXsUdVYwiO5dKNYE2qrYRCCWic4hDSBZpsa5wpjUxcECZY2jY3exbfi58KOWltgTIGR2NRdJH9vz2QWiewG3bdksZbJLEHSP3zeh5ZTVgxlUeLUxQbsC1uDQgxWy6rVHtRUxghVyySU8Bj0FdeNbkqacLC6hAcgGlyeakIMmTFViFHTEF8mrW7yKWZNY+B/kSbB4/GxhEgSa2GlukSIhFIgSso2DZY0EYMhJiCIBnco4FOh4Ggps9aCcaGZezwVoc2VQFGEArwGrHgK0dEEjEwmk1miZLGWySxVUnwXQlGUlOrxw/5ICY12b9CUARpchTISu1ZjmsXGh9JnwyEMKyhNLA0SVzFpbiUKL1Nbq0JfTV+LJDECsXdnba9K2aUp/CyJszGzXRJuxDIbaeWQ4eni3kQxl8RdEn0YkNRVIe6j+FhQ00dPqWBtMCM2TeZDvJolk8ksBh6DX2Rb9WLPtz+Tz0Qms+QJYsPaJGpo6qotQHCN2lj77I4JViYYDOvQ/ugijW7COks05FtaA9YWiCmoU0zjT1NbymKdM4UmrizWV9Powkx5BLRiyzQkCngXCtaqd0FNxqK8oU97bD9Vi7foFhUFDN5JKHNCe24TRVyIu5NWCujuzmEmk8ksJbJlLZNZghhMzKpMcV2pRIak+H5SJYykmVIsmwghGSFZ0CQta2Lc6gSFWJt2OAzxa4UJ/UObrNOUkOCpC9/GuDkvJtZ+K+p5TbLqQRP/JhoTBjQeW5RRMQ4vFamtNCQKmFSlt5ZbEpu4h0lVUhsaj5qwXyG+z6HOB9dsnCJKxbAdK6H0iJHYlF7rc5TJZPYOp4Jb5BizxZ5vfyaLtUxmCSKiISMziiznQhmMYPFqLEe1pkmZnzKaUFD/U9fSUO3xSav4mBVKET+Xpk6b1qspSNwpIYhJEzoCqi/qeDMhdTMQSMVzUz018dG9GW1eJvQLRQQrGrNNQ0apDwXT6ri2Ro22qgJrK6lBG0Fan5skWA1YsRRFQVkqZcdgC8GYve0+mMlkMvueLNYymSVJKlGhqPd4FwLqTaqpAbX1qNZg0oi0dtmOtmAzLcGmErVXHJ8K5IqPAfkxO7QWhikgX8GIwUrKSGisbbWhKpbHGBGSRhBCp4G0MLk1BWLmaGwHRUgu0OhKVSSUdNMk4GL9NgTEY1Kcmm+Wp3g+VcWQGstbSit0ipKyEEo7RNoFgDOZzN0iZ4PuW7JYy2SWICLBVWdsY3kCYgxXy2gkLGgZSmJNW5/X1qb2ewluTx8bu09OChZF1IYyGHVcWsz4TAKptmwJRgymtDHIn9gGKu6y2sbiFq1sIibOnWqdRTelAUyBIbl4dcSK5r0P69WdEoJQC8FsoSxIaCkFpi4CFyYTPIU1lIWhKCydrqXbhaKo9vZSZTIZQNXgF7k3qC7yfPszWaxlMksQKQRbWsqiwMTYtWC90lqIjXgGx9ePmZgtw9bomLGFRqCqYDA0WHEY40NdsyTWNAjGlJ3aru+mhFZSYkI8GUhLTAUrmUGaxIAopNRrLUaLosR7R9JoXjzOV2GMaXyxEuuRWGsBEwWaBap4jiS2qkqiMiUgCMbaWGvNRcthsvZlMpnM0iaLtUxmCRJi1hRricVgNcZmucZqxnyRpm3xJk2t/1q0tbNIo5gzWutA5vqejhWsxrpm0fLlReuiGRDcoCKxUG3yjYo0y2t3bPS3YmPNtEY+uuiWTBmuxhq8T0VtY524dDSiMRGhiE3kw/w+luYIvUgLkKoOq1M1wcKmgkpoIO/9sC7Sq96l05DJZPYSh+AW+a9psefbn8liLZNZgvgocsR4bAEpfq0RMYxa1cZi1VIYWSqMG2vJjpraWkiMXxsO02BXD9Qo+Ub7hoYfIhp6giIoFhUzEgcX7G6pvVOyuIXsVqOEumyxD6iIwVpQrQCDNWHt0Vg1CW5htE648N6EFlLGtwoBh1IdQWG6GEMX/rkzxsRuEB7N6aCZTGY/IIu1TGYJEspLBDdoWYTMRV81gfPj/UHb8Wh1hmeaqzVvEmxpTB33JrH9lAuCrVNKPXFwK6bkAtvKuhR8tF7VddnS/sXSGq3gtbiXNiYV+Ngm1GGthExRVcSEwrUhEzTsnCDBSmZMtKBFASmK0SAOvW8shmGMqWPe2s3kjTVYW2BtCWL2gS0gk7lv4nXxEwJ8/i5Vk8VaJrMEsRIEW6fTpSwthQ21xPx44mIyhLUWxdCtUPIj1hozpBi2JmasHbcmEt2hHub60JsgZoJKHJKC1Jq4OY9iNXY10FjwNsaXKT42Xge8Qdvriw8WQmuii1Tq7NPUxxOvsW1VEH3WWIwp6jlUQ8ICxqM+WtRILa58LdzSSfIu7LexBlPYWNTXghku1iXLZDKZfUYWa5nMEiRIEk9RGHoTBWVpcd5D1arJ0fq1vV6dWNCqO+ajmxOZ7/gb94wOBuBcLMKbymQQLGka3Y8xbJ9kplNVfGwOI2qauLBYegN8WF8BoxQ2WNrUe1RtU6Q21RQxPmaeRgFmFKVxzYqEZAUhxPQFa14Uf8mFLLEtVfy2LyY0ly+LEmtKvCM2lh87AZlM5i7j90E26GLPtz+TxVomswQREdwwdCwobEGnLBgOBrH+WBxTZ0iSSqIlw9dIXFtycdZ9RHcjTFLcmnoYDDU2QPfRXWhiwVtQXBBesbeop3FHxqiyaGALG/eqoCmRIGZrEhIG1IC1IQ4tiLkQR2bFhrR99bGvqEaLWYyfwwa3i49WOEAZxDIegIZSIDYW3U1uWhELAtYEi53mqLVMJrMfkMVaJrPEEISSApzDV6E6vzGC4FAfskFDn8xgRTMtoZZI2Z3NAkaFmo5+lDASjHeDyjPRi597wMTkBhPWUK94SYkDMa4tjkluVhPHBiufxRpLatQuIlhr69ZP3scabQjeV8HdG32+JtZmC90SbDQRgrgQE+d9SkBox65pVJ5hrC0sRVnEhvNQWLCFYFOL00wms1eEaoaLHLOW/zprsljLZJYoxhiGwyHVoI9zFSa1bYK67EZtUYvLoJUBSvjpfZMdmuLT6lWSyzStE+uUVcOU/RlbRNWbiGY8cRgpMMZEy1iMb2v5FCW2WBCT3JIxwA7qGLTUpSCItrBDw2Eqfhv210CMc2sSBwRBrA3nRIVK+9Halwrthlg6H33BxhgEoRo6vDdYCXGBZSExHi+TyewNuTfoviWLtUxmiaEoaj1qhEorhkPHYFABgnOKbxXd17ZAa8WqzZtTQ2ZVimcLKzU/k+jT2ATdO6Xf12Bdq+c2iFisWKyBsigxxmJNKp2RXJUK0QIWLGKt9FOSBc2jWkVxKDHTMxX8lfi7R7SM6wSrWupaUJeyFUWiqdGkYrhGERt6qaKK8xXeeQbDfqjoYQ1qKqyEciiZTCaz1MliLZNZYghgYgkLgMGgYjisKKQEgsXICCHcXlulO9LPVgmPZIUbL+sh7ZXaeiUuswYGA2GiR1PMNprkggvTxBg3bdVO83XnAjEGY0IPUIkqMtQ20xhsF4RdEGumFnBiwrGrho6d4kPcm0iMP7PRWoYiGLxCUdr6G7iqD/F5hNZTyR0sYrAmulBFKIyhay2FHTEGZjKZu0lOMNi3ZLGWySxBovRAVaiGHufAljoqzII+ahINwirQ+inpfy2L2niNtub/ik01y4BBX6kqi+n4JuaN4KJ0ziMSY9A01C8TFOeiFSwmH9QCjeiaRGLxW4OxyWWZBKGJhZWC3cwIqInN7GvBZxBv40GHjFVj436R6qk1rpMk8sqypNstUGNAlW6vx8TEBL3eAGOGTVG6TCaTWYJksZbJLEFSIdrgFgwiR6Mla8SVWYso5lvIFrAW1UO1kWjSClpLYtDHPlWDPpSFiWU/qIvohs4DJjRxNzbOFbIuRQQjIXlA0ZgU4fEaUieM9ai4WDqj2bOQsWlijFqozeajGk3xb16D9a3JqAj2wyD2fLSkaZ0USt0T1GCsCa7ZlCEaExwWchtnMpm7hkcWvyhuTjCoyWItk1liCGCjKEuZkMFdaBFjg6uwbR1rCzaCNakRY/OpXadJ0KkBCTXSNC5PbtLhUFEtEFzj4oyxa6beCQ9YUncFY2wt1sBTFJbQucAgWIyV0CheDFWV4sbCcXoNrkzVprCtqo2lQwhlOupeqanuWuhfGnMhiMOinguZq855qqrC2DLWYzNRbAomPw8ymcwSJ4u1TGaJYWKWYmHDK2RBBsFiTYFN5q8xkZYsREls1XXX4ud23BVa+01j31HTuFTDIKi8p3IV1mosLhteIdsydAtIMWgQWlGF/Eof7XTBbaq+iNtw4AVV18S0iUSLHHHuDiIe51wUWXE2GWJM6MpgkntVC+p29docb93oXcE5ZTCoKASKDni/DAiirTQlpRmQg9Yymb1D90HpDs2WtZos1jKZJUYQa4bChL6gtfAS8Oobq5EQ8g38aIZnY5Fq5hwpjDtWwiOVhRXCfCa+UUKv0P5QKbtBgkksjaveoBKK3c7r/ylax6BJ7OouYlHxMb7fRldrEGt1mY64NyKK975u1G5tsIxpKPiGd4pi4z/kFd5XVL6KYwhuTgEvSuUU58BViukVwWWrFvVQuQr1w1GBmslkMkuQLNYymSWEAEWdbZkC8FNclm8UWDQmJcbjrkasa+m9oSntkbJDo8aqExFaP9PbwUBxVVjf2CCuVB1eQyKBSIG1wdLlvQ/dDMRAdKyGbND2DrsgMA11xmuIgRN8LPobjskH0eZNrOcWarp5pzivdasq9RZ8AWoR4xEjYW5S4kLoQzo9M0O302FisofbGeLYyhI6VpFh+haflVsmc3fwug9i1nKdtZos1jKZfcD8x34dur+bz1MaQRMvlrIag3UpKaiwfqtsWVi8p8Kt5SqMVTFGHA06Np8Arg9aGSgKkArBgVSACfXbfBUyPNNcKZQsJkg4PEYMiAVVvFgEizpQ72IMmtSZo4JitAhuVx3gtEJUECmidS3ta5BXxia3KFGoSSwgHMp4WCtMTk3Q65YUIojpU5RQlgVlp6SUfrwedy7UxnM5zNgyab3GZ9P2K+vCzAFGLt2xb8liLZPZDXf8PB2ROPM+mf99cP6Y8VnqB70QsxZD9X9bBIuSJFfjnXzZTL1B6+FtL2VLrI24SUklNkZ3zliohjDoe0pLSEaICQlB0NlYJy1as6LKS3NJ7H6QslsltpeCkLGZznKq1SYImvy8sfG7dynLUyhKqX8P7tTQT1QY1EkJITEjul0liLVur2RquosbDCjKsMwWFjGmOa93QDol6dHRMk7Ou4bpl7a1si4vlz4zzXUYL7eyu+2MDclkMvchlrRsff3rX88jHvEIli1bxqpVq/jVX/1Vrr/++pExc3NznH/++Rx88MFMT09z5plnsnHjxpExN998M2eccQaTk5OsWrWKl73sZVRVRSZzR9zRgzHFb6VRu9NPo8tHx5okotqvOMJEEWFNgTU2WIxalWxje8wRS9z4TqQ4NRPCyEhtO8cFQCpuawhjjIaiuEV8iQmN3RUHpiK1ewolPGJyQHQ9pjTV4LI02KKg7HTBGFRcPO7UEzTuu5coZEKcW2gz4BETgvFsWYS+ntYE61p9LjXWVjN4D049KuG6BJdxjGGzhmUzMyxbvpzJqQmMWKwtMBJ6ko6fj4VIn6fc1fZrpA+CBKuZp/VKy+IrrSQpezVem/blczSl39rWuxRPmMksNZIbdLFfmcCSFmuf//znOf/88/nyl7/MlVdeyXA45LTTTmPnzp31mJe+9KX8+7//O5dffjmf//zn+fGPf8yv//qv15875zjjjDMYDAZ86Utf4h/+4R+47LLL+KM/+qN745AyBwAxrr9+wagLLL0fHz/+z067V2dyRwZxZSgoMFJgbReRop7de3C+mZeQlNnE+Mc5Ul20kX3y1A3g26/ahKhSi7q0v9aCLWA4DFmVHsUT20RRUjdyjwdiosUqiLXQMcCrQywURYG1Bq8V3juQUJ6kiD0+RRRrDUVpMQYUFyVxqDHnVRlUVSzvYeI5FFCDx8bOBklIB2EYhJPH++im8WBMWe+LNSYI0j247guJs7ZbM4m0kbFKU0+uZdVM4qz9D7AhZP22t+dphFt6n81rmcx9jyXtBr3iiitG3l922WWsWrWKa6+9lsc97nFs3bqVd73rXbzvfe/jCU94AgCXXnopxx13HF/+8pd59KMfzac+9Sm+853v8OlPf5rVq1dzwgkn8NrXvpY/+IM/4NWvfjWdTufeOLTMfkx67o47z9Iy0s8x5bags03nL69LWJBqgVkKW2BaynAktqzt4owbqrcfRZzX2Jmg5ZYb2fG0L5IsXlqva2OnhMHA0emFPZNYn8y0apUFkRhdj0UnBmZVYAze+7pEB9HlGsSiRyEkDCg4YryZD6oylRfxdayaxBIiMc4tfRZdp9EJ27hETbD+9Qez7NxZIhUYU2AsFIWJNd8Wusq7p329aqNm3HZdNa6l/saF++7mzGT2ZzyLX7ojF8VtWNKWtXG2bt0KwMqVKwG49tprGQ6HnHrqqfWYBz/4wRx11FFcc801AFxzzTU87GEPY/Xq1fWY008/nW3btvHtb397we30+322bds28spk2sxzf7FAHFoUUCMxTS1LWvqgtrBosHyhGluA+hhAH+qrGYpaZfmUGJosNMmKJi33atoezRhrmmU6vn+iMU6uOaoQtB9e/QFUjlAkNwVdCcFvaipQj3hBVFDvY2anD5YlTyx65kGrYG7yFegA9cPwu1PUVbhhFXp8WqGwSmGCvcmgWEmvCisOE19BJCrG6kiRW2sAPMNqSFU5du6cZXZ2FucGoRsCUp+Pu3Ltxy5xbVkbMWXG35PFrQ73i2bL2i1aj/HBmpifT5lMZowlbVlr473nJS95CY997GN56EMfCsCGDRvodDqsWLFiZOzq1avZsGFDPaYt1NLn6bOFeP3rX8+f/MmfLPIRZA5E5rk2xz4zxAd5XGZaljRpDxxZXxvLjAkCpGiZ1WpX5vi+jIkEae9Q2+WqrVaYQl0M17fmSCFkbQued8Ed6rvtfY1Hk5SKAmpC71DjYyJDtKqJiXXWQlBcHfdGEcp2aHABhgK5PjRi94qPVjPnK9p2TZHQzJ1YVw0FayR0SlCPi31HUcENHYN+RX9ujuHQIi66YvfApbigRXR8wNiv6Wd9TlvmWG1dm/F4uSzUMvsruXTHvmW/saydf/75fOtb3+IDH/jAPt/WRRddxNatW+vXLbfcss+3mdm/aLvB6pIbY7+3XaEpFqy97njcUz1frIEhqd6a1ShgQrfMZNBKwsukuaUlDNLEMvprEnn1fkb3qB/369EItxQDpwaGVbS2YaiTLNQCRRBjMfYMGUYrn8Va22RcKggFxhRYW2JNp/7dmJCQUJQlxnYImaZFk2lqosCLZqzg/WxOativ2PHBJiujoRATLY+eQoRCLGWnS9kpCVH+u7/O7euaXmOauLkWrXM6cvrTtUmTtt3OrVf7Pmkb6DKZTGa/sKxdcMEFfPSjH+ULX/gCRxxxRL18zZo1DAYDtmzZMmJd27hxI2vWrKnHfPWrXx2ZL2WLpjHjdLtdut3uIh9F5kBjAX0zaoVJFrWW6SQZoNIDuT22FgbWhHgqoxSFgBmCDAjZjS48+5M7M05SW8Sk+azWMXFZHdyeRF5aR6NYS8uk9S0u+fhEUYHBMLR7UgOIjR+FODLFI2KDOxXi77ZWLILBmIKyLGJNtZitKQYxBbYI8Xm2sHg/ZOhcFH+xMbxYXGxDJRiqytXdD6rK4RxgYqN3EYwXCrUYX6AVCBWFEUrTAXEYa6NYW7ipTRJpCy1PQiyJM00fpNMlY5+leEHfWM/GK4a09yEOzWT2G7Jlbd+ypC1rqsoFF1zAhz/8YT7zmc9w9NFHj3x+4oknUpYlV111Vb3s+uuv5+abb2b9+vUArF+/nuuuu45NmzbVY6688kpmZmY4/vjj75kDyRyQpId1il9Lr+T2bMczja/XFmzJIlaLJxRbxAe+jWUoavNLLASbyl7QiDbTEnDS2ljbPdpeJ7G7Irqp64G2lg8GMNf3DCoYOmU4HDIY9hn0+wzmBgwGQ4b9isHAM+x7hgPHcOBwQw2ZrM4xHFRUVcVgMGTQH4Z1hsNQTy2a+QRFvaOqHFUVszljoJ56ZTiI6w0c/TnH7C6Hc+GKhKSHIpQ9KTzGhjI9ZVkyMdGlKIJlz4hgbRn6r+7m+o5f63E3Z9uqNnL+WuNri5yOraej64+/xv9xzo+tzFIml+7Ytyxpy9r555/P+973Pv71X/+VZcuW1TFmy5cvZ2JiguXLl3Puuedy4YUXsnLlSmZmZvid3/kd1q9fz6Mf/WgATjvtNI4//njOPvts3vCGN7BhwwZe9apXcf7552frWWZRGA84rx/KLTfkiHeyFQdmGLXKBDehYtCWCAu11lxd66NlldFGqCWLWBJ9NgWy+7BMk3WnJdjqXYxz2liXzQCqwbrn0DqbovIwt0vxU4qWoU+p4Cls2F/jHWXH0ul0MNLBFgpSoapYKxRFGVy6KF4FMcF9aq2lLCy2KKmq0Fh9ouzF4rZQVVUQsdaiXlENQtHaAuc9W7aUVLdsoegYiqKDiKFyQwaVhqLCxjI5NU2JUHRK+jt2gg9lQ6yVkLzQukZtIT7+uBhZPiaY28IWqDsVtFt80bJ6pgs5HsOoJLfu6HbTbZXJZO5bLGmx9ra3vQ2Axz/+8SPLL730Up73vOcB8Ja3vAVjDGeeeSb9fp/TTz+dt771rfVYay0f/ehHedGLXsT69euZmprinHPO4TWvec09dRiZA5T00DSt3/0Cy9p1yJo1NYi61tNYSC40qSv6h1pgFjEW8T6U8rBBVLWFYS0WooVO28vSQ9+0RENUI6a1s9ZAYYN4KIxtymZ4oXJaT7ZsxTTHHHMo0z3FWo81ochsWUCnU2Cs0ut1QIu4Ly4kCigoobaZtSY0UtcYgycS49EAKVB8EGXRxuR8aCZqjMW5Cuccqj2KsqCqhhRFxU9v244pJAhE9YhTkOB2LQpLb2KSiYkODOfoE3qcdjqWstz9t/eFxNK8MW3Rq/OFWlJ3tchqK0KoS5HUxUnaPlYdvYZ7ItSyqMvcG2Q36L5lSYs1HffPLECv1+OSSy7hkksu2e2YdevW8fGPf3wxdy1zHyFZTxa6FXfrFmPseazJdqKj6464J4O1SaIbD4HSGsrCREtUaGZujMXa6PKsA9FjAH3d0qn1wNYwbxJkKaGg7bqzsQ6rFWID+Sb7VBWKjsNWAmpQFy1nRUlpPWXHYMViLJSFUJYFxoSm7d6FErpIcGMiQlmGTNGqciNnSmK9NlSxRUFjNgyFbPv9AZWrGPT7VMMBxli63S42mhULazEmWNWsBaEACnBQFB3KjqUo4zksw3qioVBvYQ2piO5uBdlu7ou2NY32NY3XfVxgzRdcMXFkfFBrPmmtmIVYJnPfZEmLtUzmnmbsWRvsOgpgYx2s2GopPi7HvFsjIqztJqstK63BPooqVVCf2j0ZjBoKLIUVrEi9fQArdiSmSQwYfB3gFJq+UwufqlJSD/j6S6rQWPUEiuiKq6uDSGwtpRLbQhmkKDHeU4nHGkOvF2qglQV0Cq3LbRTWUxQx8aAM50qkwIjFe0+nLHFFFV2yJnxzFqEoCrQK7k1bGFRDc/jQocAjqvhhha88nU6JLUIXAtRgDZSFje2xOlgbXKalKpUJ4rMsO3S7XSZ7Jeo8s4XFeAntnnzTwr19LRdygbatZDI+QFv5GM2pnGdVG0kGwYckBBmzxLV3Jm229aVhd6Iti7nMvUWI3V1cS1i+jxuyWMtkWrS8VvX7aCcC0sNw1EI25tWaN1e9xriqo3n4KiEj06hBCBa1XlnQtRajAmopSkthSyBW5tck1lobE8UYS2ktRPejELIug3UrrJO2a42E2mTpWNTH8hShl6eY0J1ArMcYKK3gqtAEyRaKiKPsFpRFgXPDULuMEINmrQ3WNRfmLktLUQrG21CHLZosxQjWBrui9x5jJCYLBLwLTdtVh/R6JUVXQAoK26GqPM5VwRVrguXMWoNHsHZIvwqWq8nJSVasOAirwYXa7ZYYTHMloxBa6OEwoqFaA+pT3rrIbWtr241Zfz5ujh2/eRYQ+tq6GZuzEr4y+NaXhkwmc+CSxVomM4aO/R6eqU0Q+Lj1LcWnjQeJp4lGWjzJ2AO+NVySmY0gDq0JYip8JhQdW5fggCjUpCUmJJXeCHY3sRXGai0URYPIawRiqokmGCmA0HXA2g7GSIg109AoPbSUEsquo9uzIdarELrdDoW1oXSHmjg+lPLwPpTZMCKICeH7c3OzGCmiK7bCqceoUOHwlVJVw1hPLZwU5zyuAtQyPb0MW3i8DnEO1AcxidPQmQFAHN47jO0ixgb3Z2HpTXQoumUYiwbrXGkBj4nFc6V14e/MPiDjNwLhRmhdwpGrK627Kl2rtB1tBzimMe2bqa0W658Sr+BuLICZzD1Mjlnbt2SxlslEFvpnod19YLz0QvoZLBzxXTS/pAfyiEVtoW20HtrBreYAh9dhdBF6xGoURiFeLZSxAImxZikA3RgwBRjjUTsMbaMMaBW2YIxiLHUHhCQsXBXEF+KpqpgNagXvLeosXgXbCWJN8Dgn+EoxpcE5Rx9Xu/qMdNhZdNg2OU0Hz5q5nRiB4XDIcDigKCxlt4sfBleliEWkg3pBdYCNTd3VhcQDawxqK4Z9pex0g9VsKLhqiHSCQCwKy4BgEQyaMPoVKTDiEXEMB7PM9Wfp9TrMTPbwO7pICRgf7Gsy/9re2b0xYjWNN0Jb8CURlQr31i7SdM3Tbqb1x32xC1ALM/GjC1n4rcz/OJPZJ2Sxtm/JYi2TiSxooWgtTMJsnuVtxLyRLGEaC74267ZpP6hHi6MqGBcfxqFjgaJBtLVL3UeXpqcRbRrVgCbHbRR13oVYtqZMfrM97wUjDlcptrS1FTEpOhMzGYpCKIyhqoTJyZKJyQ7dbhA5nW4Rj0O4ubuS9z/45+rjPKg/y4u//zWKokBECT1FHVDVnRPEhCK3odF7sKoZY4NL1SpOHcYSuxkYOmUXqEhZosYQSoJIOE71TXIEEqx9O3ZsZ8uWraxZcyjLlk1RzUxTlMF9WxgTslJb1+mOHhHjVrX615YlVQlu6hTb1i5MPN7JYo9oW2pbi9tWvN0JsyzYMpn9nyzWMpk7Q5sH3shDLz60Q0mKRqSlsXUsWRw74iJNP2T+w9dYg4jFSIGREvUWCJatlCGdynNo1FUp5sp7RaI/NBWDkNAFPcZkSZB/0azmo5qoVPFVaOmkKK4Wn56yCMdlC0NZGiYnCjpdib0/DYO+C1mWVrlm1WEjPt7N3Qlm5/qxY0EQLOIVsKgG8ZYyQcWGGmyuqkAkJhcEdVN0itCGC1A81hZxmz4eZR8Ix2+0xFrBx5ZYhhKkoBpU/OTHm+ipsnPnLGVZYJFQW0533zGg3Q0CaYns9vt4vtqau77OprnO418IasOBtiyxrbHNwJFbp75X7ogRy18ms4/JlrV9SxZrmUyLcRdS+5+KebFnSUtIiMcKxivfuMXSD23coSMP5FZRtrYYtNZQFh0K28FIifehqJoxNr6iuy/FaWmIPTM2Lo87axCcD8LL4jE21G+LVSrqbWNCoLp6h4pSiOBjokOIYROch8pXOO/pzw2Zm+3jrEc0WKWstdjCsGrbZm46eG09fTkcMKxcsDT6aPlSF/p6eonizFGhmJgVKrH2iBjD0HlUO/R6PQzgvcN7j3qDx4ffUQbDAW4IpqMx6SI0gNdW8NdwMMD6gu3bduC8YguLqIYOBrXfuuXUbpvZWu0E2tcyrdK+fsKoe3PcXdoywtb304g4awnx5KoeKarLAkJtTJlloZbJHFhksZbJtBj/HteO667dmjL+sPR1O6H6QdxaUduxTDJmcWuPJQmA2MBdBDEmbjvZ6qRuK1W7YFPMlYTMTVWD+mBdE7R2s6oK1liwFc6FdYoo+LyGbTgHzgVhiKQabB5Vi3dhImM9g76DgugeFYrCUJYlD9+8ga/e7/ha6ViBiYkeVRUL2XoN245JCFU1bBniTPgs2f9UGQ4rnHeIBhGr6oOLVCskuXcROkWw9g2cxSkhsUIV7z3eeEKGbRmEXFEw0ZlicmICYy0SXa+STKg016K+RG1r15hrPP0yzx3aFudj13r8S8GCN176dQGr2rgYk5GNNLuYXaCZe4psWdu3ZLGWyUR297wccV21noKNe6xpBD7iGtvdxAtsI/1iTehYYMSgGrNBJVmIoiAzwbXmY0R7MroYb1ETzGaqIVZNiTXXRFEveErEeooiFKV1bqwgaxR1EBvJl8G16L3Dm7Al70M8nCqh4bwo3lcMByATEyMC4ahttzGY69enwcTuDIpgbUHlhhTWhqxOEyxn1gSrXjiRHoY+uHYFvHqgQIyEEiSpVEghlB2h8g4IDeSNVBRRbIJgrWWy16GwBVMTJVMTk4iJ7tixKzLaWcJgffhMk3M5ifZ0LyQtHQV7bMww/9K3RN64iDIplq2lxNTPH9vuTDE+Sfs+HLH0LTAG5u9DJpNZmmSxlrlP036QLfhwZdQdOtIxSlqftQKbautLextxvbrMh8Q6aQjaGixSBLESTTISxZpXXz+kjQkdC3xrTfVQaWj4bgQwoSm6+vZ+KMgAERdbWtnoUmyC622ZLINhWSh2a6JokGCVmphgoldSFsHtKqoURUGn7DA3YePxKyfcfgtP3XgjLvbg9d6F4rfqUS/YoqRUjZZCA2LxaimLom7iXhaWTtnBFqEQLsZTDR1FaesivsOhoxoO6HYLqqpA1dCbmMBXoMOKYRXOktcgtsqyZKJX0O10EBF8y1radnWP1kezKMHCZ9CwDsTzqLW1zFDnfowKJxmzvI7fYy1X6PjPkXELWP7GXaKm3ugC22ltf3cxepnM3SGV7FnsOTOBLNYymQUYN4y1LRWQHJK0Ks+PBx6NPhjTA3T8GarJhZneqw81ySS5NoNVS70H9SHeq2XFQQ0iPgTua7BAKQKxCXuoq6Yxvk1DOY+4ZVCM+EZcCFhMDMsPMWa+MtgimPIEg3eOHdv6zM12kAml1+sBLmxTLP958BG1irhl8mCsvYWUAWGMjaKsIljoPNaWQTCpklpqhUQIQ7drcd5RlqHuW1FYirLLwAxCb9FqgFdPWVqMVTrdDrMKg0GFMR6nHu8F5zz9uT67ds5ivGNi3TRTMx26nQLjNRzxbp4Jwe3dlJ7V6G80yaKWrrRq7SpP60n79zisncgw4rpcyOImTSJJ7T5dwN05zugVnn//ZmtaJrP/kcVa5j7N+INrIYtG2xqSLC7t/ptA3RUgjW3Fo49M2v6i6CWJgeaBrN6F6v5GgQrnh8AwNi73GBset0EbhtpoYDHiWtYgjTsoGKsxBi2484zYsJxQN8OEWWKmpmBMKI4rUsWYOIO60Cu0MJb+0DM753EovYkSUwjeG9QZBsMBD9hwM9euWgfA1GCWXbO78F5QDzt2bKfbmUFMaEojpqrPtHrolKGB+xVf/jmWTc3xhEfdALYIVkIBr0OqgcdI8MFaYzFA5RxlWYbzU1jM0KM4vB+ivsB7ZTAchuO3JUXRDYVyywL1Hq+ycGZlrXIE8I04SxZViUJYo3ZuuTFtconGZe26t3WcmW/Gz9scrW1paE3Wvp3GrbdphboLg45+WUjzZaGW2Vd4ZNHbTS32fPszWaxlMmMsFN+j7ffatqjFz8dMFioLPzRHhsmYOIwfiihFqcGio0O884gpKbs9up0upBg5racJeAFrg1suKoUU6xbEXZgTDZYsE+PfvNHoegVwUYQElVCUwrDvwXqMNSCeoggxYtXQ490QxGNM6PdZqKsV7W29KQZ9RdUzO7uNnTs8TPVBFGvB2gKlGsl2/OBnfonZwQSgzPWFk0/4Nr2epSgECodHa9esc7Edlikx4hj2K9QaxIaMUVcFq5r3HmssRVFiBbZvvo2pYgVaGGwHbOFrS9hI54D2+dVoTUsfjY0bKXZrWi7P9rNm7BuAtpe37oX2NtK9M++RNTavwkgZvfbPtkhsu1jHdymT2RtygsG+JYu1TOYOaD/g2tay8czQtuCqhd34vzMy+oBOD/MR15kE16U1ISBeFYxYJicmWbZsJb1uNzy8FYhCJ+0naHCXmtBvs+4HqinZQEMPztgSCtGYsBBcjKqhxpnYaBvU0MzdGosxBS5Z+qoBVaUMKgdeKcuC7mSJNUq/06sPfGhDA3exng988elUMzOY4YCzH/FPCIS+oSjGeIwpuHHD6ijUwsnaumOKaujwpcULmE6ICFO1ODfEuSq6HiWM88HFaMTEjgjgNQi3aMtjenKCwjg23/5TNm/bidjQNitZytJ1GrnOJmTN9jphzmGlVBpOT9sqKilLN90XvnVtFxJq0rhLR4TauKuzdZ8ld/rIkDjHiLtzzK26J+7TTCazdMliLZO5E9pWCBlfuMDb8Qdp27SR3GHRsdbEvSl1qYdgOZK69ZIRg+1Os+KQlZQ3l4gXxGvoKTm2Da8eiyDia6tawjupS2OAQdVgKFDt49XFch5B6IVOCOCcw9oC52PiAqEDgY/zdLsdOt2SstOlMEq32/yTMhRh+8wkK3Zto5qZARF82WF25wQrVg5Qb+O8oan7zRvXjuzvIx/0JfCO0nYQUaphRbdnUCqMGoy1GCP05yqMFYpSoAJru6GIbykYB+qVTtFhamqKw484nEPXLuP2H/+AnTt3MPTBYlhbr0b814QyIAZmpg0HrwiZsTt2wY5d0O+Hz5vSKNTxhCMZmzSCaVy/764sRxJzIxa81jwj5rPWZU7xcOPrZTL7mpxgsG8xdz4kk7lv03Yj1a/Ww3leLJDMf5a6aIlRT3iiapOkULtSR8wiBiMm1hSDiYmJ4A40Cmrw0QxUu95G/FoSLEux3VSqnYZosDSpQ6lCQ3Q/DLXKVFAf+jAYE2qaGSlBg1vVWg39QDHYUkOwf1HQ6YREBtUK7x23m7I+Dd4W/N0DH8X7px86cj4//a8PZOcuz5c/u5ptt3UpyoKNmw/mxlsPr8ccPHM7k72tGAPOu9oaGCyF4YQVRRCzZcci4ik7FmuV0JA+WNjSyZmc6jE5VbLyiMMoj3oQBx19P3oFMEyJDwtfdzHQ6SqT09Cb9ExOKwcfCqtWw7Jl0CuhNNFF2nJHitb1huclEshCL0bvo1o8tj5LltyFLIAjtMYsVN7jDtfNZDJLkmxZy2SYbz0bF1vjFrV5Iqu9flwhhoeNxCSZ1rj2A7MdmySiwXKEjSUjKip17Nq+jR3btqEG1GqIeY9zeN/MJHGhi+Fj6TMplKKI7jQNdcpc5fA2xK91SkGIgjAemOIRKUB8sOapQ8Qw2evS7QwpS6LwDMkJD962hY+nODkRMJYfPOBwZNUOpn+yDBTmdhX88zt/DhBu+NZq7n/CZv539oSRE7J5+wpUZzC2QLXAq+KdQweWTmlJsYBBvIXadDFVgqryoXYboeZaXabEVFTeI+Y4ypXLmJ75DwyhlZeOC6B4zUxUXJXCnIOyDC7RFSUsm4Ct22HrVpidg2G83m3XuW+5SVPLL2nfB0F7N8m9aTdaAqu9S7t1X7Zco/U9oaP3Zj3JyJme91Emc7fIMWv7lmxZy2QiYwaQhY0PY2a22i2VXGDJ+pFiiNIDMz6hPfEB3hZq0RKTrG1GTG1xsbGx5HA4rKv3p4d2cpm2lZ6Y0G4JtI5XM4a6kG7y9YmYJqkgTliWRcw2DfMa4+M8wUqnPgT297qTiAxxDkQs3W431EKzhmmrvPy6z9YxYuEABV0bT5xzoX0WMPUIx/3eMYu8tsv9X3cDxYpBc05E6XUn6fUmKMteEK3xHA+HPhbqpXmp4nWIKjgnsS6dUtjQosvjmZyeAK1QppHOERy8+rDwdVVk9FqPqZZqCLdv8/x0C+yaC/FwBihKWLEcVh8KhyyHyU7sCNEW9PFaq2l+H6ElEmtRpqPCbFzY0xqX1q2L8459AZhHGqPzFjeW3kwms+TIlrVMhlHr2ULhQG2BlGLMoGUBaau7BR6E9XZG3jSvJM4QwdKINWOCMFg2OcX0zDIKa+udCEkCvrHy1VaT8EvtNmttL7nTglBL9c9CV4GqcnX7JhP9eoUt4rYUEY8xSrdX0OlZOoXFUAAG7xXnHaB8c+WaeO5aZ/Uo8F+v6PzPjwBh+hcch180wIR6uRQzFQ/88++y8SOHctsVh3LUmh8zOVlRFJ3YjSG4NsteByPBwhcSMDTur4+uXxMb3g9RVawtsFYoTIlxhs23bqJz6C10pgxFt4sRG7tEjF63thvRO+g7qBxUTqkmDcsmPZ2eIiVMGZjoQHcCbt8Cc3NQESxbI+cfYv/YsftNm/jF9q1R956l+SJQ/w51UeDxAr71PdfaVlpWH2ISlDp6u2brWubukmPW9i1ZrGUOWJJ+2tNK7QvpqDRHbd0wzBNxdQbg2EMzucRq12hy3bUsb/M2jGBQRmrX+uDWKzsl4jW4twiWLlSCeBGJDd89EIPvbT8E2Md/8LwqzgfB4NXXblRjitBg3VfBCieWUFSXUGRXY7kMLyGrVAndBKjo9wdUVShmW5Shd+dVhz+4CbpPPuFjYOcjZ+n8aAp2DTj8FX1sN1mRpK5dt/rXfoLbYbjxP45k7oQbKOkHt2ZhGAwGVIMu3W5BURqMEWxs/F5VDmESEYcxGorvojjncVXF5ts2s+lHG9h6663M+X9j1WEz/OTHP8SIhP6nY9Yw0jVLN5CAq2DXrOIGjh07YXoGpqahZ0Lnh+Uz0OsEwbZ1F/SHjTiGRlQZ27yvM0Nbon3EPT4u7qQl4tKXhva+M3p/LvgFZCFht8C6mUxm6ZDdoJkDmrv64Bl/yM37XBtrx+48WulNLdZ849qqx7WsXumB3ljXmgFKaHw+GAwYVMOme4Fo+NRbwIYiujGTU6JSEjWgBepNaMIerUTO+SgMpG43FTojODT663yrT5W1QTFoqtLvQZ3HFoZO11KUBUVRICI45zhuy4ameHD7rD5akdkB/SMMRS+IRiPwP7/UHSlfsvbsjdhlA27fOo13nkF/wNxsBWoYDCq8V6qhY3a2T78/YG6uz3AwxHsX99ggFKAW5yqG1ZDBoM/s7BzVsM/s7ZvYteUnqCkoyw4gjThe4IIK0SJGEGz9PuzaCZtvD68dszFeDTAFlJ0mucC0rq0xo9e5fmnTF1QYXTetPxLUSPvcphuzOc1t1/y8+7Ltsm+ttsAmMpm7hMaYtcV8ZctaQ7asZQ5Y7q5QS7+Pr58egCNuLRqrWTtIXds/23MlkTZm/mj+TVJEgxvSiMERSnAUnZKp6Qkml00E65EY1Mb2USLN/Gpo+lWGHQstqxrXqEAQaRq6G3jnKLtRjPiwXmElBOOLoexYvFYgFmsMHWspC4sRxaiNLaJC+yhQnvzD7/DfK5vMzvbJmn10Rf/slShbG5fe0LLru12mHtBvhvYcH7/6EQCsW3ULJ//MdXS6BZ1uiYpjdnYXZdnB+yrGrVUY68AFVeRRRMDjwhj1dHoTTE4VHHrkERx6vzXY2SFf/dL/1Jmb0r4OLbdjsoy1BZ1XGPaFHR76u2BqCqwoc3MwNxusaiOCtSXWXeumqFtPjd8nreXNtW291+YeS674pOPnFextzTdSyLklFv0C285k7gr1l4RFnjMTyJa1TKbFiHuTUffRuOWhHpPMIe3PZNR11TaZjLhKk5WjflqGtTplSbfbxRjBY1ix8mAOXn0Q3QmLRveksSGZIEoyxChKNPFEkafiQLROHAjuRsH7IGZsIRgbCt9iLZUaqmg6DJmkodaItSZu06LqURfMhc5VODfA6xARpdMpKYoCrzFmSwltlbxivqcMfnUq1lVrne+3djnkAzsY7qDZx6I5cbf8ZC1IheLoV32893TKCYyUWFPQ7XTpdrrRShbKjCA+ilZQdTgctuxx8KFrWH3/R1Ac9Ch6h98fbw1u7JFQWzrnXX+LILXIdF4ZDJRdu2DzZsNPNwvbdsLsMF7FuoHs6D2UjnvEPZ/uD2kSQuq7QRlJQlHf3Dt4RgriJkEXElVSm7HWfdjahza7eyhmu0YmszTIYi1zn2Pc1TP+UG4LNs/og3X84ZU+r9dpr9x+SAvzXVfjbq1kwTFgC8vExARlp0Ona+l2O5SdIrR30qa0bkpCsDZYuATFq6/rrKU0QYkZoBIbsof9NFixlGUHay3WEqxlYqNIAzGhxyb4EMSvwxA7J6G2WYgdKzBSUBQlnU43iCTvm+NO4uP+oMsKjprcXB+rNfCQh9zONz4zPZLJ6HY09doAqirErg36A3btGtDvD5mbm2M4HFJVFc57nI/i1Tt85aJwDRfBDR27du1gw4aN7Ny8HYLtDXVV0EgLpEKOuKaBdj2NxmImsYOCUg2DmzS5mEdMq7TcmWO074vawsfo2LYYM+33SVRGV+pIooE291Pahhmbb8RytwC78w5L+83dIsvAA43UG3SxX5lAdoNm7lMsZCmD9kMpPL50gfHafrqNucRGrBZjK7ddaYmFKtfXeyCewaBPv9+nYydwXUO3W+KqUDpDVYO7UsGimCIkADivqA/uSBETA/fTsWgt1sCBhGr8RhRjUosrGPoK8QaREkRR76iGya7kgzByFUM3QCqHEixzIlKX1FBVlg/7bLUTI8dn8HgMP+1PcZRuGzknqw6fw3TDAvXgtjffI1cu24JIyWCoWG/wzmOtpywNEu1iqp5BpRg6eO2jPpigkoh1wyFbt27G+gE/uO4rPLDYyuYf3EDlBpRWaktiunx1+Y22SzG6lEevY7gZaqNo80kQg3H5SDmP1vWvt0er96hvPhjvetDuipBE2sjEI3uw8AKTrL6tY0vHrLtdub0TNC7Zu+2nyg6uTOaukMVa5j7LQha1O4sZGvnZGlP/nh6u0opZaom8+uHd/gkpiTMu8DjvcK5CROh0CobDAdu27Qg9MFVDX0ofMktN3CmJrkfnwtNeNViaJM4vccfqTEKvOHXoQHHOMDFRUhRDXAUiFmOGgMXaEmsMhTVYO6TTKSjLkrK0wTFohdAcnjo2bmV/F1t6EyE+y8PJq2+k7Hi8jgqWJGJ+/NMpVthdzfnV2nTF6Y+6huFAo5oJddOK4LWlU3axxrJ5x+3s3LUT21keXYOhnZa1Jcb08V4ZDiqMsczNbuOmb3+Dm//3JgbDKlj+4rVTaVyQ6eI2LsQ9FBi1mNr9+Jb+G7kH0+rt7OF560rjPt9dXbV597Eu/DsLXI87com2Raku9Nlu3mcOfHLpjn1LFmuZ+xRjz6l51jUde8SMGFYYfdCNeM5Sl4D22NY66sfcR4y6v9r7YoxG0Rf6ZhoVbtu0iUGnZPPmHag3wWJmNLg0nUSzn8cWRb2TIsEVWhYdtKjwLsSfpVin9MCvnMc6xRhLp1MEd6gNTd6DevGIFcQYPMJw6GIfU0GkwMQy/6WxIKHMxsbJGZKMLP6rpHhqOEFmgX97ReBhV+yMp1BwA2oVcujyLUxO9OiHmiIhjk+EbqdAGYIE8dntdZnsFAw0uGMQG93AlsIUKBX9uT6DfkVvskM12M6ObTsZDkMWabIsmZafcOR6xQuUrn97edCWY1KpfeO0LnKQm/F2SeKobWXTMcsZ8+/ZdM5ofb6QUKsTD6LwM0nkjc3Znqe2mLF7Fvos7cNuvs9kMpm9JIu1zAHF+MNvdyz0cBFGG63Xcy7w+zzhNbYP4xtIrtC2NUQgWr5MLIuhcd8dqEMYovSpKqiqnZgdHaqhAiZ0KsDHpuuhKK1XifFJNhyHGeLU43QYRWDYoeAidSFbUgUxgilC2Q3nQy9Q51PBXBO6A6SnuAjWFlHIpS4CjqI02CKUGfFemXRDdpahkJr9oWFHv2S6G0qPmAUiZeusRIVN/7K6Xr58ehvDKljGQg/PoDQrp3hfYa2ixtLrdumYEjUxdsZ5/NBRxWoe1iiooywLjnjAkUxMDdm8YTPldwWvwS1skxhruflMuilaF7oWnCpRXAU3cBJsGnt81Q7oxkiIimBFR+LLaoHWckmmc9K+l5PbMXlJQ728xhAJLQtq0ovtLIYFLGJtI2bax1gGjtTGNm377oi4zH0Hr4LkdlP7jCzWMgcM6WFWW6jicm193h47lqwXtYjMs64t5GoSGQ3Wbj/NaouUECxg8YkrrYd+u7uAxFnUQCES6poRXJjee1yloQdntMtIfKpKiEoDQukK52NcmhE8GrsOBLeoYLCmxBgFM2xEqtdgidKgVgZDR7fsRJGgWCMh+1M1xsBJsESpoBqyI40RbCzfEZqtK0VLpVa/NsvXNx8FQOfmIY980A8wK5KwGT3Hvi9s/txBtWoqraPfH2BNEcSldxTW0ul0qaokfgVXOawtKQrL3NCBlKEeWxUEZVn26E30MNYwecgRdGaGrFj1v3TLSYrSMNkD60N3CCFk1hpxLRGmqGgUcEnSU8es2XguQXAaChfXFzj5xJubjHbTWFdpdA/HOeP/Rpqw12JM6usKTf/PlHnrtYlJS4IzfUYSetJMqxDyVXwj1tI9Htp4tcZpELRJICYXfxKb2rI8tnZ5QctgFnaZzF0ji7XMAUUpsd0jsZCpNA+NZMlqWxJS0/MgRaifNgtZf6Ap5CqxfIbEmULWYxArwVKWMjVBaxuFH3l+h4e+JRRxFVQqBKW0wa0oNjb0FIc1ll6vS6fsYqyHYfwmGy1kGp/uGus6qDd1b1AhdDcQqSgklODANL01rREEj/Pgh0JRgEVAHapVEHixwaUxwuRUB2N96FoQS2ykJANrg5B40OwWbu0tY/yxrN9fxn/9y8/y0N//f3QP7rPl+mlWPHhHfW6p4kWK661YtgN8Lf0oipKyKLDWUJaThH6phv6cp9MpqYiZryhIsAoqBmM7HLRyNcuWLcNt3YyXgtntc7goeXsdMGriNYluYKNRrAVbU6pdF0akEilJaof/h2sbBX/MvAVi4sVoNbN0j9RxORq6TGjbGtb6OtH8P4rHqLSCazOJx9Z6qQRLkxQb5o9izadDSA3mW6IuDJYo1sId3E7ASPex9+CSSz3+vRVxm84149vdGpRWk/nWlyuvsU0Xmf2Rtgt/MefMBLJYyxwwGEKPxo5JIqntsqJxYUmy5DQNvH1yS7XFnbbEXkvxCUnMjdoJTBRr7aAhqX+2TBYJSU/RmCIgnsIINlnGYlCTV41tlQTvgwXGWIOrUsGtxj6XyjSE/awPtLbupSezELI/Cxv3XxWnijEFVaV0rID4YFVDUDUoirUGY5SiCE/aylUYMXgvlGURkxsMp91+M59bfsRIXTnztQ7lf/dA4Ft/+VBQpZwesOJV36pPiQ6aE33Sg/+bBx51K9WgZKI3gek4JiYmQvaqhAzYiYlJlAqhhy2EQg29Tg+vHu8HGCs4D85XTExOUHa7bLzlVjoblC0/2clcf4hzngJwsfCvGIklTHw8h00RvWD98vWpbCytbRttWhayR0UVj4/lUJLQ0ngftiy50r4dxu1SOlrslvRwjDGItahr1lMfZ7atZdB01tARvRmEk9KIRW2mTJa6ZISFNFZwSi3q6ntPG4teLdZa+52EYu2yVRgMYdcwi7X9lZxgsG/JYi1zwJAEiIm9zk37+TkmtmoRFR+QaWwSaOmxl4RaHV9E81NaS4TakFGXy5A0Ic368/ZZlFBKIzzhQlNxz3BQMRiCc4oRw2DQZ8uWOXbumkVdaBvV1FDT8Dw2YCgJUs/jfexkQOiG0HadBXepUooJmadVcKl653AmikJxGNMJBXPjg1fwtTXL1KmmIXM1tKgKbtGbbp6C+40d69y40gAp/Ejs1s4bu6COk3/2G6xbsxEQrDVgNJThiAV8yyL0IR0OY1qsmugm9Xgf7WXioqUv1Kmbm5ul3y34/ve+T7fw3L5lC4P+ALxvXUsfLGwoRk0UHk3ZXJMESVQwIXZQahHUvkkEQdJxamOFTbq9vsdaYqj5+pDuIK0FT32Pte7V5NacZ8FMYjD9Pu++a42F0cSJ1reVka4dY/dwutdFqC1v9T1Gaz/HN66gtmUz1MbSZ4bzdjWTyZDFWuYAo7aGNcamsHx8XMsCYFqD6nIbLbXWLoxaP9Ti50kupYdssFq0H45Si8J5+9q28MUBBrASenk6Z6h8GuRxgwHOu+gu83GrBrFgZIhUFiumtrY0sU0+FqYVkArU49QgPooNMVgxDIeNaPFaAeB9OCnOeaRToFWQJsOhAx3iHHS6YG2BVobKOaxR/v3fj0N+VtGDpRYLOj3qCxPAFH6kZMTk/fs885c+RdkpKIuSwgjVoAIcqgWdbo/SKGVpmOvvxFXB3TYcDMBKsOxJSL6wNrR2EhPckb3eBEVpcS4IvsmpFUx2bqM0QeipAYxHRVExqDTXpS7DEZe1RVW7q0ESV7WhrTZdhVF1AokEAYeCFwmORgFRbc0tNIba5v+poDHp2qY9aZm/avf+WIZC0wkhCsx0PUZuzGa+tpCu52Dsd2mSEiB8kaj3qRaMNNtpzdGu9WZSCRXm71Jm6ZMta/uW3MEgc8DRMqI11jFaTbXTQG3e1+vIwuvWj9sxISjt0UK06ESLmcio0EtzxBi1djNRwcRm4QomuECNKZFo+dq1cxezu2ZDwVti1lUMEjImZG1aG0pnBGFjqOOZFMT4GFMXS2hY01gJFaztUBYl1tq4jg1N4mOvURCMlKHNk+liTYduZ4Jerwu+QDQ0RbfGUhQdAJZ/wNUR6iJw5Kqt/ObJ15DcsAATq+ZGrp0plJnly+j2SqamljM5OcHKlcspS4tzlmXLV9HtdTEWkNCloCy7TE1NURQWI0Jhi7CvnR6dTjcUxa1CkkVvosuhh6zm8MOP4JhjDuOYo1Yx3S1HG7nHjNMwvyLi6+vZZIkkFdK0XG+urBm5ts3LNPfOyOctS5e0lressk33idbNu1uCMkr3nolCvX0vEsV8/Tcw755un4+4OymEMn2BaZ2GkaOMY1J8Z30Mu+kS0d5MJrOY/Pmf/zkiwkte8pJ62dzcHOeffz4HH3ww09PTnHnmmWzcuHFkvZtvvpkzzjiDyclJVq1axcte9jKqqrqH936UbFnLHDAIzUNHWg+JeXE3NBaytGjMFjaq0tojx54oTQZcMhe1Z/LzxjLygGw9OVsBQhp3vNMp6ZQls9t2smvnTnodU/fqDK4rE6rixv1UU4XYMk0WnJhsEKO/w6bDCbLGxFIe4GMZjE7X0h+EQryh+XuInPPeIMYGAWhCW6cg8GxoKG860f0oKAVlpwdA93+V7hc87glB4NiOcPRhHUrrqVywxbh+Y5MRoNpmmJzsMBwYVB2T0z26nRKxyuwcVIOKwpbMzc7iqoLly1egXrAGpqenmPV9KrEMK0/RsWAGVG4OrxXGGnpTUxx6yMGsOHItq4ez7BrO8V/fvAHbFh/x+FMCgNdkqUpqw0braYWR4MJOLs60TnPHtAUXdakPL4JRX8e1afoiwKigqiPaklWsvqowLtiMSRaw8a8ocR809JAIezV6L6dtqzTu/NZBLCjkxi1gKckAGMl8bnX9aueO1EbW9vnJgm3/ZamV7vja177G3/3d3/EzP/MzI8tf+tKX8rGPfYzLL7+c5cuXc8EFF/Drv/7rXH311QA45zjjjDNYs2YNX/rSl7j11lt57nOfS1mW/Nmf/dleHc/ekC1rmQOGkUdX21owbj1rjVUNxp86X1PaD8OxuaX1UGk3ZI8P2/CkWsB8sNCeRn+UJFebJKtbMpiFkhnWBEHU6ZR0exPYsoyuMMXjwDhUJLjuULwqLqbZifXRshISBLwLZTyc8wyHoUhu+Mzh3JDBsF8/Vb16rC1wvmIw7OPVhWZR1qBUMV5swHAwrM8jKMPhkNm5OU499cYQC9ZSLj8a9Pj0dQfVQg1Vtn93OZuuOTicRgGjytRkj04pwABrC3bN7sKjVK5PfzCL04qJqR5lZ4LhsIrWwtBayhOSD0QcYjVeG1DCvnR7Exx0+DqKgx5GueJoiolusATZRkALyVpma8uZxrtG1eMJFj3FQXJazvuSkBaMWrmCxSkIZUltE9JdqZYm+r91D0q6ZxjZVvsuTfdRaCdmoHZJjd759fVo/agtYtLKoG5b4VqbGvGqjlmO2+PaY0csamN/WI1Ajkk7Wa1lFoEdO3Zw1lln8c53vpODDjqoXr5161be9a538eY3v5knPOEJnHjiiVx66aV86Utf4stf/jIAn/rUp/jOd77De97zHk444QSe+MQn8trXvpZLLrmEwWBwbx1SFmuZA4f6YUitheqYtPbvMN9CkKwWI8+L9oMrLloolTzJAY1WrDqmKM5WW+6asKc6tq6ZROrPCmsxhTA7O8twUKHqoDW3idmuxiYLhsYMO2k6JUgQJ3WD92S9IaTJhuKpRV3ENqyvzRmoy0mYWOJDcZWjqirEGIpSGEShFspolHQ6BctmJul2Sv7fVyfRrduRLVq7YvuHw+eKw0YvGLDhytWhlIPC4PYO09NTTE91meiWVMM+U9NTTPQmKTol/f52vFN27NhFYYvonnQ4P2TnrtCOy5qSkMFaoRqSNlBl69atbN++HS8DhB+w69Zv8oPv/oDBsHFvSHJntxIy2grDxAQQZMhIxdkosmrDVhTk0hZII/eVr8WViMFE4dN8w2j909xM2vqxuzhIQxNnl7aTrL6jX0PaMm5s90Y/GRNwu3XAjlnG2n830nov7c+zNe2Aoa63t8gvgG3bto28+v3+He7L+eefzxlnnMGpp546svzaa69lOByOLH/wgx/MUUcdxTXXXAPANddcw8Me9jBWr26Kc59++uls27aNb3/724t0tu462Q2aOWCon3XzvZWjgxjx7ITFbUvDuLUgUgfC6+hDSAGVFCCelqayDzpfmKVtKOhIxgIxVs1gDFS+YjAYMKwG9PseW4GrQkFba4MAMyKgFTjwVartFgrWorHDgQ+WONEQ26b42KHAxzIN0W3qLcYaRDzqDQ7BFEUoxOpDwJJ6Dz64Y0OcXIGxqSSKp7QFw4Hn9p9Y8J7+CR6vpq4eMSwN3bHzWkz7JrZpp2XZEZaOXU5/oqDbW8agP4uznmXTXYZDMMayfGoZvckew6qPqsVapdcrMLsqxIaODN1eB2sVKxZB8c4x7DtUwh6IVaphEE3J/dfI64SvZZMhDiK14orCVlx0NZtawLXLcYRg/nDHpRIfSRSiSh2JJinET9JomptKmuXxnqqLLacvBK06e+2bezQbNK0zSvvBqK2htQGv/XeTBNZY8sKIW7Nlias9n+3PW/ughESQdsWQTKbNkUceOfL+j//4j3n1q1+94NgPfOAD/Nd//Rdf+9rX5n22YcMGOp0OK1asGFm+evVqNmzYUI9pC7X0efrs3iKLtcwBRf38aP+Lvwdf3ZPoGl/WUmC7nWZ+kHTLoiKjs7aNNUEg6HxrRbSEqGpsI+VxrortoGK8mliMiY83tYhIKF7b2qfwquqem+CwYhAbu1PGDZdlh+FwGPclvIwp8H5YixOvoam7esF5z+xsn9IUsUH6kE43lfcIRX5tEbbq1xaEx3XcVzv/Uaw0zeWnrKPoFJRFl84wlOso7CQTEw7nle3b+/R6HSYmDEWnixkIRdFj0N9Of7ALoQsSRKaxBT0TXZmiDPoDtm/ZxuYf3sKKaprZn2wmZXY24iGJrSTcw/4LTY00iRdPJLlz093TKn4M1NZVaVSKtuVKFGZBs7VziJsEjCbzQaN4SndlGhGTVWK5lkYGJQtvWxLF/U+bXtBK3FCv2fpmYrQZ12rCMKrCCIfsfTM2bXN3f0NK7Jiwm88zS58Uj7nYcwLccsstzMzM1Mu73fGvfM243/3d3+XKK6+k1+st6r7c22SxljkwGfUa1YJq7JnSfJZcNONWtVbZjToGZ0H3U/OzXUJhpEx7a/te4//q7Y0W/EiWkmD1EooiWMTq7E4JJSrSGBFDWWp0J2psfaS4UOkj1kWLD+q655BjOPRYW8aMySAslNC0PWgSh+ARSUVdC4bDisGgwPRAjFB5h/UGsUKnKKK+i/aoSqFsjmx44hzDR4QMUHerZfKqLsf9xvfr8zdxjGOq1wPvkFml0+3hJzxu6PDecughh6GiDOc2MxxUGNNhcnoKUw5BfRRpQrcT6rN5B8ZaykKY3bmLTT/awFSvy2Dncnb+ZBO+GoLVkVitthQK1y7EqIVWAKGdV9u1mYp3aLyRRNrWrMYSl65VI9Ta24jWstq9KfU90bLF1fPVE9RCsL29tB/N2JRwMpINyh2h897Nu+3HJqh3O71PCQ97Yipb6EtWZr9iX5bumJmZGRFru+Paa69l06ZN/NzP/Vy9zDnHF77wBf72b/+WT37ykwwGA7Zs2TJiXdu4cSNr1qwBYM2aNXz1q18dmTdli6Yx9wY5Zi1z4LCHFrTxhwpQBzjXHQDGxrTrTC3EaOB1YzXT8YdifOOhjtMKbaF88/wd32MROt3QYilsKwo7bdogGRFsUVAUFmvLUMgWwbtQgkOMxRYlRRRToZeoQ9Xj3ADnK8RWMdPT4NRhChsC1hXUF6Cd4E5Uw8AVGGvxUlF5x+zcgIGD2f4Qh4bgfmDiIztBQ1aXKkgXbCe8Ousq7ve7NzK5eg5QvIOb3n8wqj2Wr1rN8pUHM7l8GROT00xNLcN2C8rJkoMOXsHk9CSbt9zG9u0OpOCQww7DWoMtOxRFh6IMVVcHwyGD4ZDKe6BPNdjBrm3b2b55Gzs272DXjl04X9ViffQKKHUZD4KLMSQV+DEx1li7QkxgEV92bL4F3qUvCkL8YqB13JlIShQwtcUyuEK1Je2V4Hr1cUmzv/X+t32O7aMURhNlxhlbnrI92y5NbY+V0c3IQn8/mcw+5Bd/8Re57rrr+MY3vlG/TjrpJM4666z697Isueqqq+p1rr/+em6++WbWr18PwPr167nuuuvYtGlTPebKK69kZmaG448//h4/pkS2rGUOWO5Qu92BlWz8wTKvIOgduH/q8UJo/L1AcHl7uyOWvLQsFmlt6pvZWL0/1BELFqOmTX0zzoSsUA/hwV6Ez42QHvTGCGUp+Bh4Lga8E4yBbrcTiu5iYmJCEIGqIdOy252gWxqWzxzEqlWHsvrQkrlqG8O+o1P2KLrd2HLKccxxu/jG1cuZ/KJn9hkSdcvoiV03fTurJneQKr5t+PdD2HbtJPb/7GTb7Z6pg9bQn91Mb7LH9ttuC8Vvh465nVu47Sfb2Hz7dpavnKQ/mGPKBzErlSAmWLGMgPMhKWJ6coI1R6xhoiN0CmHXrh1s37adfr8fzk+qIZYuQ/Tdpdp6qYjsqI1p3D3espyNX/B0zZOGan0UbV9R4JiWlSla7GjfIK0ivIzdOPO2KTTRcs3eijRHMq6hxmdKLsxanCX9GgfP+3toTkv9BUiVsX6no/PX06VTl4XdfsmeGlHv6px3hWXLlvHQhz50ZNnU1BQHH3xwvfzcc8/lwgsvZOXKlczMzPA7v/M7rF+/nkc/+tEAnHbaaRx//PGcffbZvOENb2DDhg286lWv4vzzz9+t+/WeIIu1zAFD22rWjqlph421hdFCFjbvmzHtCu710LHn40KP52ZbQt0ftOUekNbTzpi2kyu2a5KUKBDUQ+i9qeB8dJMZRCwiDg84n1xsoVOBj1YWRcFItKoVGBPaJhUdS6UlRgqGgz7ehSr4oZyE4FwomiuAi62YbFEQSoN4Ot0eR6xdy0EHWbbPFmzfOsfyZSsoJyxTy3rs3LGLpzx7jp/+2PKDjTD1rml2Pm0HbmWIeTIW1k3fxmGT20bO12BDl4G3vPc9U5z7ogkmj3oQ3Pp13PY+tixZuXyK7tQMqjtZttMzs2yWZdMHMbN8Bb3lk0z0OmyvLNNTPYZOMNZjZRgL5ZYcfMiRHH7UITDYwYZbbo4N2i22DFZCGQKxHAd12H8wJ6Xs0CZjM95YdWGxtmuz5QptNdKsBVZbtcXP0r2UrqMSGsunW01ajeM1yluNqjKsXRdZa92N2iTF1Ls4EjVX78LIFxIZe0i2LGa1Jzedht0x/jfXfLcY/TLUNgAuVDMnk1lk3vKWt2CM4cwzz6Tf73P66afz1re+tf7cWstHP/pRXvSiF7F+/XqmpqY455xzeM1rXnMv7nUWa5kDiPSQSX0JR76kK3W9p3GP0EhMmraMBDJfsNXTLfBQacWRxzEpTy/uQC3rmmUhs9REK054WPs4efhMsEWJq0LPyyDriiA0YuahMYpzjmFlEUpUoVKHQykKS1GEjE1VF+VgyI40xlCWlso7pID+cC7UKvMe1Q7OhWB6a4K1z2vFYOix1rBx462oLqc/7OOGytysY/vOOXbNzuKqCmunOPsCyxveNsFgYJj6+BS9E3fyk2McpgerJrYjApUXiugyFeugX3HVpz0XvHIGP7iZ4ews3UNWIt1ZCvX0ZqapBgOsdUxOdxEBa4Th9m30uhNUmytc5aLrNtwQxoRuqajlsKOPxtgdVHPb2PqT7aGQJyFBo7l2CqnECSlsPzSON3X9itDSKhTIjWKqVjSmNVewbTVCDSA1X9dmc1HcaRQtYbw2Vrix+0ilfR/5Zkt1yRUhZZGGe1hHtznv5g3nqs4mrvuCJkE5umo7I7qdSTo6Z7POnRrMNIYhyPy/o8z+wVJtN/W5z31u5H2v1+OSSy7hkksu2e0669at4+Mf//heb3sxyTFrmQOGukZaS3TVtN2N0DxpaB427TAkr002G7RcNK3578zuL+14oXp7OvJgax6gqQ5aOzA8uDY7ZYo1C6XgQx/JCjEFRiawtgi9ORWcH+C1Cm2pJPifnIv10UQwMe6tKG0sQqoUhWKLmHnqDEVR4FwoNquqlGUnxFDFllUhM9QxGAwoig6Kx7MrdAmQIsSXWZgtZthxyCHh2myxTH+2wG3pUKlw0/aV7Bh02LirCRoWYygnLKc9dRKnfWY33ILrz+GGc8zNbqY/UDb/8CY23vR9du6cpSg823dsxxWWwdyAubldIFU83mFw3xYmuI8N9Pu7cF4Q00GpqKo+6j1eU428KMvS/ZO6PsSX9x7nXRTNqe6dC9cknitNWZnxumrKb0zXWRvRFNaPhXZ9jINL4qZ1w43Efo3ccqP7N1IEd8xs3Ig46vDIFDOZPmjuuzGS5av1xWW3VjUd/XzcMj3yXppXHSu6uM/6TOaAIYu1zAHDQm7N+dmdo2PmWQXSw0OavoZjiX3zkglqgSijD5zkcGqewS3bTZpHQ7cA55uaZ0QrTWoHVeMFvOJjM3b1Q4RhLNsBxipFUWJNJzjKvKCVgq9QX2GwWFNgTIG1JYjinQdnELVYY4O4MYoxPp47jzGE8Tg6ZQfvLFPTXfqDnfT7c1Q+1lIrlEG/j43i78YNLZ9Zf8CmQz3laocgHD61lenOgI5x9eEVM0OGXvjEh3fii1UY7TG9Yg1TMwdx6P0ezORBU2y7/TaGu0pWHX4Y6itsbxnTRz6AqRUrcb7ClhZroTfRwRaGoiyCQDWGHTu2c8v1N/DD/7mBzZu34ap43tXF5AHfiCd1pE4N6eW9xrZaIS5QfewMoen3KITUh3VToL96vAbLqI8Czbu2UIvzaaiPpxg09nUN90qqo0bjJlUXhGK9z/GOawnGRgzGRBcfChyrh1hneeT+D1muthGN7S8VrXu9XcxWoMlhSMsXEmytW7mdxNMWbPO+UGX2L8a/xC7WKwNkN2jmAGLEy9Nyd86vg9Z6L80Da56wSytorcVGH26tzY0EWSt1vFwKyG7ihpRQ96uZt7a4GGh6ezbFVStX4Vx64Gu0ivgQ01Sk/Un9Pi3OeSQWrwWL945gUAuxV6EXqAfxsROBx7iSooxV/4HmnwbBe3B+SCkl1hYEq1ofpApWPVMwHA4pyg5lrwfa4aCDJhDT1DmavH0Lmx87AYART8+GrgGFbcyXa5++Ce3D7R+ZwlFSdCy2uwyZmgEdUg5D83jvBD+EbjHBxMo1FKVl187bcZXinVAWXSYLqLyjcp7B0KEqDIdDfnzzLZTFgF07tjPoz1FVw1pNqw96OOgGH12NyYWoUciEOEPfvs80JQEsdGMoqSyspo2kmyEW0U3ZvW03pSfMm1q/Jpek1m+kWd7eXFooo/ertnz8I7uWbtvohm33IgXqJg1pmYyuOnLI9ZeZeYOaQx5/+Dalblqnhcx+yT5wg7LY8+3HZLGWOWDwrQfH+Lf7RB1w3fq8/pZP83P8YZQecj42pTZm7OGjzUMvvW9i4Zp4oNpVlawX9caSKBKIgk1iHFuKI0o9RNOeOqcxZqvlwsOBOFKl/FBqohF4Xg3Ghkdy6EIg2FrwFeD7eBw+ZpKCZzCoKArDoD/EqMOWwbUqKEMRJia79HqwbOYQur0C7w2Tk1MctqrJnNq1+lDciu1hv9Vy7X8ey8GHb+GnxSRzleXI6ZBsMHPiVm7/12kMUE4dBHO72PGD2+itOBIzPYkru0wuK7ClsHzlMjZt30F/81assag3VBWIKRjM7sIWlk7ZYZYBeE8112fXDugUHld5BsM5Bv0+rnKoB1fR8jUYJLoGQ5ZoY0ry3iMYvKTaZx7TKiimu72bYnanb9fua8SZxji4JL4b0RLmDv1gR9drbr/mt3b+Qm3VTcJM5/9NJFEXhsUtuPl7P5Jc0Fqn/ffU8rbeoUdTWuPSegojyUCZTKYhi7XMAYW0Xu1v+rLAQ2bBlVu/hsr6OmJ909ZDr7ZSLGBJMEIoLBt3whCFmqQH4gKPdBcsO0gIZDcmFGBV8dEqE1SiMTZYeyTsIxoyFTWm04W6awaRCq8eYhD90DkqN6AsC4wBLxVD50Fic3ZvEGNDD1UtUByqA1Q6GFNQdgRjlW635KCVK5mYMDjXx3lLpyxx1ZDBUHBuwDRT/MIjHJe839GnE05I2XQycN7Q3zrBjp3TbLifq8Xa8PYuumMn/V0zTByizG7dCsPtDLb/lGrzJmZ39lm5cjm7du4ELbj9lu/S6w5Ys6pk185dzA479F3FsOrT7S4L58U5XFUxN7uDjqmQnoS0VBG8CzFrzimVgxSYH2xlQagZH6xrgo/3T2zMTsrC1WhJbW6ExgUeg//F1HMmIdbuWtC2rAXDmDbiqHVfRU0+KqDG7sGUfJBi09qiKW2nXY5j/D6U8RUY+yIydq/DqPhayNo3HmpQzxutmZ7Qciprtf2X3Saa7OWcmUAWa5kDhhQLUws1qF039XNmNy6a9HPEZdqyTIz/Q9SqYTtKy8IgPj2o43NcNQTox4fVyINRCX03Q5PN8HA3praQOVdRUTU7JjRB6KJNQ6RYVNVaS1XFOT0hXik+pL0P6ellIbiqCi2kXChZEfbJYq2hcjF31IYCu5OTkxTGhf6i6ilLoXJDer0JtIKduwYcunwlw+3bmd2xA2v6HDLV4Uc7O2G3Q993CnU88hE3Iga6N63m1n6vFhCTx8xSzqykZ26lum0rs3N9lh26lv6gx44ttzKz8iDs9ATLOiVz23ZhC081HLBra5h8WFUMBwNCskW4SEYMqo5Bf45ZFKFLdzJ0NjAxMaPyUDlqq5cYrctJiIAV6oSRcI5iI/ZkiYs3XRJh9aJamMT+p7VISWKuWb99j4Xr2aiXkbhJWvfeiCKKP/2oaBqP0Uz354gIbBltk0hs/90sZCUbt9D5Bf8gmrHzBNv4HO0vVLufKpO5T5LFWuaAQRZ409ZmIw+B+qE7KtZGJwkPZ/XNg6j90Gy7lOqHXbLkJa9YS5gBTVmC9sNQQFTBCybGMImE4rcSxZuqouKiRS9Y7EJ2Z8zSJCQJqIQSE+IdYhzGxzprxCxTDWLCq8cgdDs9hCrUccNHq12ImVPvgqVNBK9DhsMBGKWqHP3+LrZsCYV0UYstHbM7tqPuYKamJ7GF45aNwsa56eaSxJPo4f9n783jNbnqOv/3OaeqnvXut+/t23unu5PuTjobCSQskYRA2ASEAZFVdH4iICPyU2FGx3EU1HFB/Y044zDKqCOiIIKy7xBCQvaks3bS+3r39dmq6pzz++NU1VPPc28HgkHT4fm+Xnd5ajl1tnrO53y+G1YLhLRITyO8XKcPWYwVrMzO0DcimZ45Q3G4CrGl6PdRLBRZmTtN/8AEUWMRbSOCQkAYNlGeh4mNU2taiHWEpxRB4DtwJCDWGqzL9iCEA7PGWOLYATZkkv/StscnjVObN4Z3qlGLSP0jcnNnFRuQfDai84DNzQsLHQAsHw8tA1Bd5WUfbVt9mNm9peyb7bwub5+Zr2s699MNjxUdTep4TzI2OV927tgqYNauUtfOiew9WLV56ck5J0/W0B1PFemBtZ48ZSSvmswWL7FqbVhTPdPthJBXM3X8381w5JiOdHHMExppnaTIlStXL2YOIAhM6qGJY4QgYcewZIZEWUkiU8cJ4bwxLYmtm4wzFZ2zd3OqUqlcQ6VUWGOIY4217hpjLMoTgHZMm0hyikoIgoBSqUTYrBGFMeVSGYipVIpoa9CRpVopYXUDr1TFF4qb7isRJ5kWxEqEaLpGe8oik3yhqmGpT1VYGCowELQ4tTyAnl9mbnaEYrFFX/8E5dHNiMhg/ItYPn4P9bkatjHN8sKsU2MaQzOMKJWLFGoK31OErZhSueRs34IWJsI5Q3jgKSj4BTxPYax2YTMMaJPMG5ljmXJjKmiHh0k9INPE5inD1nG96DqWApnc/Emlgwnrmkf2MeZm+je9xJgEcCVl5MPPkLuv23YzfWbKvmbAik6g1lHhrjp316sbEOal4z3MAeOe9KQna0svdEdPnpKypholXUTIMVqPca/tOpgxLekh247HttZPiuDWsnfLfkwn4HP2UxpjZKZutOkKCmRJwy2Jl6jOQkpYa7IwHk6tmti3JYnYXdoqDykkOrZobYiiFlrHLleo1hiNC0NhJEJ4iaODC+dgjAtHIYQL+qq1plFvUCn7KBkThTF9/QMOJAp45KSfdZ+KYkzF/R8axcn5fuqLASdPjtE8VWEwaCEFbOqfJxjtZ/ulVaSxTOzajfCLWNtAFvqQpSILs3U8r8DwxBYGBgZZt36c9Rs2MDjYT7Vaoq+vguf7DA4OUiqXMtDq+R5eAEJptDFo3RnzjnQsUqbKOcw6ENM1btnY5gBJ6kjSbdeYR13WimzM8yr27DrTrkeHc0DyY3JzJps/+TmXm5drzrfcM405+zWm69p8P3UzYN1hN1Jw13Ff7sXJ5ZfPNjKSRNVMT85ZseIH89MToMes9eQpJKvYgNyJjClJDLTTPJBA20an63shCwKa0ipd11uSBQ86kF2nSqp9rcidt7m6ptdaDNpCrA0mShCCNkgj8TRooZBGIYzCJAbxQshEdeVUfyr3Rgtp8bw0KbhN1GnCJXlPwlGkid3j2IAEbXXmfWpsjLCWUMeURBFrYhqNGstLK6ys1CiXBJViCRNGSFzMstpKnTBsUS5J4qgC+GAtIjLUvSK+bSIFDFSblLyQ0s4luLuflpYUlGExLnLhZRWCwQ34wSjoJjZKQttzmlJ/hc27NlLduIG4WWNwZg4/CEDHKBUQBAY/UGAhCEpgXCyy2DrKqVCqIn0PrQVaS6wWmJgkbEp7nDryX+bHK4fksyHPxtF2nO885z7YrsnSARZTkJ1nq3IsmMg93+bmXV6tmZXeDRRzYnMgE5tjB/MAzObm6xpb+qx53e9Mjk3M92NG8HUzi6nq1Lb7eY0q96QnP/TSA2s9eUpIfr3MB+1cdV23TpQcKMuV0+GJl6owc4jL5haWtVSpHetbcq3J10ms/puqs1yQVNuxqomUUSOxVRMShE6CuorMEcHtRm0C0EAKhZSe8ywVLvdnO7m2Io5cpP90wTfGheQQ+I5Fw3fxy4xL+O77PkJarAhpNiwzcRNjBUoZFlZigmIBazRhy6NSGABKhH1w6jkDsAx60tK/oUbVDwEY7l/htIicmljAbNjHCW+aP/75u/kPH7gcvWzxTAxeQDy1gIlCPM8nmptleXYaHRnmTs8Q1haZnJym3iyxuGgJw4jaSo04bhBFEc2WptmKGervR0jhWEKbhMMwxjFnOVVmlrKsCwi5cRYZEjmbii8D/x3nV+sku/YBnXOC1SzWKj3+GuezSx4D9WQq0LOUly8yrzLt8KruAl4dIXG6qtz9mDXr10Nq57R0M7BPVJk9cXJOqUF/53d+ByEE73rXu7JjzWaTd7zjHYyMjFCtVnnVq17F5ORkx33Hjh3jJS95CeVymbGxMX7pl36JOI7/lWvfkx+0ZAvb2V7wHPEhctcLudaC3Pk3u4nV5a/yIhVdP5Cp1fIsQlaH7uKNzVSJQPa/U4u6Kx37ZZEyZcIkSqWgLc0HmaYjEhib2qCp5JwFoQnDmDC0GCNdsFktMVqBVUn9I6SyWBvRarUIWyH1+jLNZoMg8Onr66NQ9OivDuMr511aLpb5+Lc38J2HBwBY2KyyzognqyyfqDJZr9CMPU5N93PF+oMESXDckh+y/OoK/3R6mrhRwyydIJ6eYuXEEY48cBcr89MsLiyhI4HvSebmF7DWp1otEcchWBel3+VKjanXGzQaLZeCSsfEsSGOkvROaU7NtJ/ILTjdCCrHzpIfV6EQiSVbNg86WK5O5JWC6O7NQbedWOc9XRuQtTYjueeuZvzoOJFXO6r889N3Ic2hm/uRMv1xYD99Z7rb3HEsX4X8O2I7q5a9t2vtrnpy7oj9Af30BDiHmLXbbruNP/uzP+Piiy/uOP4Lv/ALfOYzn+FjH/sYAwMD/NzP/RyvfOUruemmmwD3pf2Sl7yE9evX8+1vf5vTp0/zpje9Cd/3+a3f+q1/i6b05AcoBrcIpe95yo6sWh1SvZYAIW12OJVVO7rHAIEip1bqZvXWZE7SY7ZzAWuzW935Q23iIJDEfcMiVIQSGilcaA2lHDBwrJkLP+H7nmOObIRI0iAhNFI4wCalh+dp4lgTRTEC54DgSZV4mcrEWxJaoSFQBk9Jms0Wy4sxZd+gSwLfL+MHHr5vqVYDAgVf2z+YddrQYcP0iNM7GwmyLhgr1RACLt50ir6djmU7MTnMiXgQfEH9rQM8dORhtsgYIXwWZqeoLzWJYkFjeYFG6FOfn2J5cZnq4jxev0tab1qCWq1Bq9lkcWmR2tIC9VpIUChhYkNtpUmp5OEHLmWXSAEUOXUjOSCfH6/seDJfcjuDNXFGgv6yDUIaEDkXAqRzQtA5x7omT8ecXAMMZbZvKQuWHBdd96ZzL1NJriFZddJrbJp+raugPJOWbS7cXyXbdnQuI4M7J9Nr0zonXZKCyMd41XrSkx9aOSeYtZWVFV7/+tfzoQ99iKGhoez44uIif/7nf84HPvABrrvuOp72tKfx4Q9/mG9/+9vccsstAHzxi1/kgQce4P/+3//LpZdeyote9CJ+8zd/kw9+8IOEYfhv1aSePMGSfsGn6kZIvvhte8HJNmrZItXBe5x94VpjJc4bmrsgsu556UKUt421tD+n9VvrWW0WQyTPSB6QgK+MsUgfliCKvIG3FMqxPULheU792a6vcypwjgguv6TyJOVykSBQiadoTJor0wXT9RBCAVGWID6ONLWVFmHLEIXahR1B4Hs+2kRo00TJdgv9lkW0knRaBYhVG5k0Yw+jBWHL4/67t7PzTmf1LpcNlVYTG0s83ycIfIpegYqCSqEEYYO+/iKVagXl+cSRodVsJdkFnPertYYoSsOSKLSGWm2FVrMJkKXvMjkW87HInYwB6jiYeCGkAC7303Ffe+a4Y3atK9vzIF+ZtQz8V9XVdh4UXRdkrFn+lpz6sqOuXYCxu83p1Ot+dvcGx3y3OrO6rT1y7dyVNHTHE/3TEyfnBFh7xzvewUte8hKuv/76juN33HEHURR1HN+9ezdbtmzh5ptvBuDmm29m3759jI+PZ9fccMMNLC0tcf/996/5vFarxdLSUsdPT57cYqFzW54DTII2cJPkzgM21Y3mKPfHspPIA6PM6022vQXTclKVWp7dSOuRX+y6veVceA0LIsbaEGtdMvEkNTepEZVEIa0CI1xS8MSDExQYD0gcD3AqTVd3AVYlnoAGa2JEkuvSJYKXGCGxQqKtJdIu8bjvSwqej7ASayRaA8pF7W/FTZphixgP6RUIo4BfflsFpmodHVaeNK5awuKvb3JipR9fGAJP85mvPI37fnkXo59qcfR4CYTA+lBdP0FlwzBBXxmlSlSqfRSLPkoadLOJDmOMDVmYm2VpseacLZRE64g0F6g2BiFB6wijNUanCc4VCNDWqUA9JMK4bAUyj79SENE1J1Lwa01uonX8dH+15iZBMmNFh3vmGvMsd+sqsW3muINVy8+nNZi476ZdWnUubX+u7jadhuT6Jdsptf/PPyuv9u+WvFMC4hxZlHrSk39ledKrQT/60Y9y5513ctttt606d+bMGYIgYHBwsOP4+Pg4Z86cya7JA7X0fHpuLfnt3/5t/ut//a9PQO178q8l6cKVGqoD7TRTpq3iIrnOWhCJKVU+nHv+um7QJkTCFuQWQtt1T3rQknjZrcEYdCxYIrfoJp+FaK98xjgvS4XFCNNeAHMufRlLKGQS4DUmjmOUajskIJL0VSJJQ2QFWA8dG1z+UAd0UqTibJJciI84DrFeCem7sB+FQgHP9xDSom2D5rIkpkjU0tx5qyIKBcGxWRqj1ay1A8ct9XUGvd6yeXiezdUFAPoKLYz1mDuvjK5Iqhtc/lBblDQDD08v0wo1fqGK8mLqS3N4qkSsG7QaDQpBkdF1AxSDCM/zKQVFlLY0Ip0wix5+4AMWa1y/RLHvkt2LZPeOS++lZAKmE1zVzVZlQMaS85B0g9w9/lkagaQAkRSYzZW8+pAcy5V/bMeH9rzK5km+eilg+5cQEenmI322yIGsXLlrJWrPt6UDJyYfRHf9H+P5PS7lHJbHHOCe/EvkSb2JOX78OD//8z/P3/zN31AsFv/Vnvsf/+N/ZHFxMfs5fvz4v9qze/IvkDxoEmf5nzYj9t0YjW71T4cHaLvoxJanfY1JmQWx+rsrDxjzi3GHjVq2arnV1wE2jdF56s7d7NgdB75MYpdmrKYN9mKkFHheqs6USOU7ezXlgbBOVWpTJjAt14EZB3gUSPADRaHoUSp79PdXKFc8fK+I73uUC4pKucTn/yEJgmstcmqpo2Fjd4bcsOF+/tfOT/DL627ipX0Psb5RZyCos7K9QHPMx/S3v5KWlhpo1Y9nwfdipB/TqDcZ3rCdan8JPygwNjbO8Lp+jDEUggJYZ7vmKYnvF0CIJNCrQwHGGKIoIo7jZDxdWztGqnsOpMAlOSmQGWJJQdiqkc4Nfht8k4Hz/Fxo/y9IR4C02PT5azCwHY4tOaAjcmWuVtuuvr/bznIttX/WLd8rmEqfvQadlnc+EN1dt8Y705Oe9ORJzqzdcccdTE1Ncfnll2fHtNZ885vf5E/+5E/4whe+QBiGLCwsdLBrk5OTrF+/HoD169dz6623dpSbeoum13RLoVCgUCg8wa3pyb+adO38Rf5Yeolo44g0Btl3LTbPiOTvT893AC53PnN2sM6bLn+Dzf2fldeBBp3dmDHOqcAKkRhsG6xoPzwyGqsFSqQhOyxKCZwqVaOtQCrPsWoWfM/HJkFwhbAIabDCAbx20F2By38JUvoJ42aJohgaISZu0WwYSiUPT3pErRCDJo7bnVA8MU+rGaO3jgDw6hfezuue8Z3s/J7iHHu2zvGj4w/x2//8fKbsIKUDPqf8CO9YxMrkIiuXbKS5NEmsIdQC3y8hTR3peZTLI5T7+7BWI4RCeQHSgPI8tGkStlyg3jjUyAJobcDG1Bt1iiWPKIqwiR2eYyDzg93+NwXjTq2cQjbbnhP5Ue8GM0nstO452fVv8ky7Cri0/5esFfqjmy2G3DzquiZLg7aGZDZt3SCQrv/JvQdneWcyzWjumgx35sFbmxzONlprbXB6cm5IL93UD1ae1GDtec97Hvv37+849pa3vIXdu3fznve8h82bN+P7Pl/5yld41ateBcDDDz/MsWPHuPrqqwG4+uqref/738/U1BRjY2MAfOlLX6K/v5+9e/f+6zaoJ/8q0v16r0VQnDU+Vvex3GJoTHvtTeNwpTY2WUBVQZZBIC0z837reliSirLjVFY/HIDQCauGULgI+BaEccBBCZJc6w7QSYm0jl2zFoy2aGNdjk8Eni9QSiCly05urUhijmkXLFhaZJKWSghn/yYS9amxGil9jIBiwcf3FRiDiSWeF+B7Hq0o6up4i1Ftpmzv7pNr9DAMFZr83qv/GYATMwO87fTL0UVBGCsW506wPFujMtjH8uIi0i9TO3YYHTVoNlr4cyUKnk/YWKbZrLG8EkGxhI418wtzNJsNQBDFEdb4aONi09UbDXSzmWR+sGcd+w5wIcC51bY/toezjYQyBsom8CqZeOn8WMurc20dYjfGExngbvdx+5ZVjFg3YFtDDXk2Fq27fd3HO0DWGsF883XI+W/kCujCpb01uSc9eUx5UoO1vr4+Lrrooo5jlUqFkZGR7PhP//RP8+53v5vh4WH6+/t55zvfydVXX81VV10FwAte8AL27t3LG9/4Rn73d3+XM2fO8Ku/+qu84x3v6LFnTzXpWuTy658UnWRAXhWT3tudRxRY5YmXl46FtItt6FB3rnFf3vkg+5MxGioLjGusA2xGgBEOfGGT9qRUnQApUs7HYjFoLbBWIkkoE3CATLmKOrWg8wo1sQQrk+C3Bj+QrjwhE5WfdE4MSISUCCuJo5gYkNJgTYQVgtho3vP+Kf7br4y3UYpqt/4b9+3g0gtP5PrWog14uWs2jizyi943+QP7bPqYYXEuxqKJIo3wJGGrTtyK6O8fIJIRJo6xQiKMxFPOe1XrCDAo6WzWrAfGxDRbkcsIoXzqtQgdWhohNEJBqmG2wqmxs1yuyfFOMJEMdh5YdYGs9iRoI7tuQioDbt2sW6749r02GdvcfKHr/m7JgyLbNU/XuDZjvrqOZU3pYsnyzDD5/koP55ufuzcrPj2WOyi/N5K7J09GWcMa4AkpsyfAkxysfS/yh3/4h0gpedWrXkWr1eKGG27gT//0T7PzSik+/elP87a3vY2rr76aSqXCm9/8Zn7jN37j37DWPflBiIUOL7UMAJFbEJIFsttGJx+jqpsJgc4FxSQPs6btBSrAJWhPzqV5Ds+2llqRS/OTBwMWwtAQhiGxMTSjmFZsENrSsi4Sv7UCYR0np6RASUevWZJk7VJiRBLwNUGpXqaDlcTa5RttNlroWOB7AVq20LHBGBdKQwuLVC6Qrk5oxFao8a3FEwpPeEgXvA0hnVNDmNiB/fL7ZiiXC5TKPh+/aZFvPDgIwMdrl3PxqUe4dsOppN8FUlre+tUf54Zt9/OirQ9SUpofGTxC7YHLuOPblj37LOV+Sa3WJI7rKOlTLPoIqQl8F3JEaA+vbMEIFALfg8B3DhMyscuzsWV5pUZ9pUUUGcrlAB3FnD5dY2oupFa37Tkk2+o4QQJyZXuc3Xi5fBJtQNWp37TJGGdxxNYAZOk16fy0dF3TvhSkzbwws4nVxbDlHV1S1W02/xKmr+M5a0mujO6NTXaJ6Ly2o7w1wFb3NWf1tu6htHNc8lvkJ7LMnsA5CNa+/vWvd3wuFot88IMf5IMf/OBZ79m6dSuf/exnf8A168m/teSZKuhkALJNfm4xWlN1lC6euRvtalOhbKFdRXV0l2nXfk4eSHZdzvJKg5mFgNMzDSJjWF5aQhERmha1hgErERiMtQg8lPIQQhBrDQg8T6Gkh45Ba2fvJpVMItBLhBREUQtrBVL4ICxB4GERaOsM7o2RaK1BJumspMISIISlWPYpFHwCpbHSle3JAKEcI+j7Pp4nCXyPDSPtzjNIZmpDGHsyG4/vzG/k7plNHB8soavw6rH7APj2B05z9L5+rn5egTe8fQClJMJWMVZTr4WErZhC4KFkWlKcgCLneRkEPkiFlDGgiSPN/FyNubkVavWIIFDELctyzTKzaGi1gDUyWawp3TaO3QOYHjubgVj+1pRFE50gJj8/OsrtfuYabMZjNqELaHXUW7R/ustYa9PRvRnpZu7WIh7Tdn0vgO1sJGBPevLDKOccWOtJT84mebasw04mXYC6WIWOcB6J3Y1Ib0jsmDqMtsndn3uW7F70WGPBTFaytvdg5/V5lVK9GXNyytBsTFGtKoSNKQYreL4l1hKhfCQRCI01LuwGVoJw4TukKCB9i5QGqS0Yi5Qu04GQLiWV9TyskRijEEITxe18oqnm1FpLFBsHlDRYozFSo4lRyibPE6ws1/E9jfIlOo7xlefSV1mItJc19PVXfZtX7rwPY0Ej+Mv5y3l4eTRjhQ42hrO+/tk/fJD/+PJn0z/gUSoVCXyfVsMgZUTcMighiaOISt8IcVxDyTIWF+QWq4h1A0mAkhBHlrAZUW9E1FuWRqioRRprfBYbIctNiFK2Nc+C5edV9/GzqC9FDmJ0Xt99cfv+1BNUpmrOdDJY2w4/03XbKoy2FntHp1pyLZX+Khu6rualynWZq4QgZzeXA5r5920tBu9sz8rut6sBWg+wnUOyxsbhCSmzJ0APrPXkKSRrqZEsnQRH96LbHfeqvQilS6dFJmlzOuzM1lp08s8V7QUvcwLNXdCRAitfJwHaSFZqllqthSch8AXVMpQrgmKgKJXA8zyUBh1rhIqQGJQ1DqypZJEVzvbMmrQdaaZyx4YFBbfo6lgSxTFgEST2ahgSNwqs8THGGdYbY9HWEmsHFj3p43keFkPgF4gAiyaOBY16i5V6KWvYszY8mo3B389fxKIpMlpywXPD5YBv2PO4NjjMMyaOs2nzIj/+H0/w3IsvoFiW6DAkjOo4T1XwlGJufpa4ZUHEiXdrTBhFtFoGbWK0EWA1rWaTWq1BvRnTiDTWA20ttUbEfA1augtspPMkN1/yQKSD7UoBF7kBzy1abYDScXGH2PR3yurmdwSZ50oXmWZWz5vHCuacqf5z163JKq/BAK9m6to16fZCPZuNZw7bdQC9TkY6DwhXPy1Vpz5WO3vSk6eq9MBaT54Skl9U8gxDuuB2rzhrxqBKb7NOdZje1KGeEl1ACzpjRaWLaro4dpS7un5r6UGNNZktkzYQaUszCvFWoFxUVCqavr6AUiFAeDp5jkZax5qp5MECF6XfRe3XZOmrkAgcy6ZNhFIqAVwaa5y3qCVO2qSS9kissWgsSiistcRa4wW40B/GoLWP5/nEkcYA9XqTqZkKAIXRJrJmYMD1w5wpYy08OjOKwFAecSmgPj59Ec+YcHENX/TKe/i795cZHRnmymcbGvVlSsUKKyshSkkKQUD/UJkoDDFRRBAEkEBsqRS+V8CaFrGOqbeaLK800bFA+JJmA+bmDc0Wa6vDc0OUjXNyIO+IkpslqwfT5gBYB0/VLrnbIL89jTp1iR37g5TNap/O7B7XtM0Uq9vSwdTlMeQqIGczgNy233RzqHvHsiaIWqv+2XPc0fQ+g9sUdV+bx3Y9puVJLD1m7QcqPbDWk6eM5HfdmToP1mQM8itCdwaCNpjq1hm5P9ImTBsdxEcWJ2ptNqKzXnQsfmswGjlAaCwYDZGGZkuzsKIpzEUUi4L+iqKv7FEIQEmJEgIrjEshldF6JlnILUY7OGONxhhn96akRQiL73uY2KBkolY1FikVnlJIaYi1xleCqBWjLXhJmI9i4KO1JgybFIIKzWYILQgKBZZjF2PtvJ84hD+iO/q3FnkcnB7PDPGFgLuXN/LI/DC7huZQCl77KzfzK6/ax/YLBvBUC6MFUir8QCCkRytsIhDEJiSOI4wRaMCTPsIIolBTb7ZYWG6gjUAqQSu0zM0baiFYJFKZVfPEWtcF6TCoDPh3QYncYItEz96eA65hmWNAx8RzqD/3aZWHcH7O5c0mU1vJ/KYgrXN6T/ZvN4uXMnI5rNVmlwVW2DariJs/dlXk2s62CLH2HM6emW8IDohmrhkd2UNsJzBbu6BOpNyTnvyQSA+s9eQpId9tU9fNjp117UkLE2sc7nY0yLEZaV7uVfY7Z5H2wiZyzEdnvK900UwJsSztpIFGy9BowcqyphSElMuSUtGjXA7wfYmvLJ4ySOGyHKROCFYJtLZo6xg5JRRSekipibTLdiAEKKmS9FSKNDhurI3LEWosYeQSu2tjUdIxL3EMYRijtaVU6WN6qcyhqQEAWnMB/bLVHgtj8Ihd0Mv82EjL+269gf/zgr91nq0Kfusf9zNz1/WYSBHHFs9zSMNaTaMR43keRjs1bhzHaK0ICj42siwuLjI3u0yzCUIWsEazsBCytAIxIJRJQL2zGVs9PrnPggxg5YYPRGrTlbKybXVzG6OlgwgdrFSOpRPpPEolh1xE17E89stzet1MYN5RJmPf0vqnXZ8BLdHB6OVVrGnV2++O7QSJubnazfDlSUKETZ6f7y8n+VRxjyld72dPniSSfkE90WX2BOiBtZ48lSW3iOTVQpnkGa4uZi2vYsoYtcR2Lb1G5K7P7j0LYjzbItRhxybafzvsi9J2pOdz7YsN1FrQiAxqOcRTEcWipFLwKRagEEh8XyCUwFc+nlR4nqFlXQBbrRUWgfIkSIGInUdpqVjE9xVhGCGFBOFs2JwCTGKNASnQWju2S3j4foFC0SeKQj51aie3z2zAVDXhS5e5u29dR3+VVcyKDrBW5vJsujY9tDDB//2Lp/OGn7o1a3P/tv3UDl9KEFi0Bh3HgCBqhYAgCPwkNZYDoFFkaDYbLK2ssLwSERsFCBYWNXPzyTgmwNdYEns+x/ytUld3zY9V45VWHMdY2SSBbAdwSlCOTa+1MplfenW5WWm052cyEbP7M4BPx2Q9G/BrvwOiDSLzoMqKLEKzEClssznVaBKqJKP+XIDmtUBtByGdxtsTCaOba5hI4//ZrFWrTAfOKnY1OO1JT57K0gNrPXnKiCDnmZljIDJSJF1I1lCjpItTdji/CqxB22XFdGtKc0zbWmBuLRVXt+SrmALH9P+OW5KGWetghtYQa2hFmpUVg/Kg4EtKJUWlLPG9iEIgKRcLFMtlrI1pNl3QWYNAoZxTKYLACygWJZ5yKaZcyiuBsTJTqQokCPC9gsuWoA2xNnxncQffntkMCMy+EIZgfWmJ01GFMb8OOCeKrz24m9ZcqQNVCC8G4JPfvIzX/eStKOXaXRieZPKhSaJGkbBlQDiWrqD6aTUjisEg1gTouEUcRcSRpdZosrDYpNY0aCGo1UImpw2hhsScrw0QhG4D49yYnRU8JOPSnYHC3ZPmI03AievUNjDvCJiWl1TvmqNwO5g222awuucBubmSA2rCivysdsxW0s687aSlK26c7Jqqou3JnLZrVTaFXMXyG5vsIR11dsGbu5txFlx81jb30NqTR87mXPIvLfNclMOHD3PjjTdy9OhR6vU669at47LLLuPqq6/+vvOc98BaT54Skn7J521e1vw+P4uqpZslsKz9RZFXc9quYx3XpJU6S11XHbBdH236nORkjmHruNV2tTXRx8ZIotjQig1LTY2/HOMrScG3FAsNSgVFsSwpFTyKQYDyDGEzwrMST3oEgU+hKPA84eKuabcAW2vROsmnqcAaQbPZwhiDEIrDzRE+dWpPu4I7migRc+HwGYIkCrC18NlbLme5MQDWooJ2miq/4JDG1NVVfv0XfpRf/4NP4/vuXGXDCVonL0KIJrGWGA2xqdOKWjTqy6w0VghDiy8hRjAzU2dxMUJrSSOynDpjacSOQUuxkuj6ScdvFau2BsjutHMUGUPkPifAKntObpSEJbNC6wA7awT0yz0vPyfXtHFMJB//zwibncvP1w6AJ5JnC9p9QhLKJWHT2oyazdq3Ki4cOVUpIumD1Bs597xMLWqz6y1uo5WpQr+HRfpcXcifsrLGpvYJKfMckr/5m7/hj//4j7n99tsZHx9nw4YNlEol5ubmOHjwIMVikde//vW85z3vYevWrY+r7B5Y68lTRtYEQbSBj8wlqoYu7CM6/64qq3thyl2/JoNmc+ds/sZOti9ftgCXTBunmnMsoF2jMumCmvI6ul12suja1MAuWQjDyBC2LDUrkSLGkzGeD4UC9FUL9PUHVAoeBR8w4AcGqVyOUeVJpHC2aQKBJyWe7+MHEmMNWsf4oohSAeusabfQWrzYcPX4EQRwJu5jDzM0Yg9b1fyHK77Cm9ffS2gl73z4+RyL12Wsj1fTvPO9X8+AGkD/6CLL8wGFUoCOY8IwcutD3cdELVqxcODE81icX2BufomW8Qit4cSZiOVWOx+rTJ4jRTu0CiSZJ5JxS3tX5EBEqiJEpNki2nrKlHnKs182TWUBYJM0X/lJkIaEyc27vL1XNyubne8G93lAl5tWKUa0+TLWmKdpY43IW9Tl6tvVruzBtA+kINDmTAXsYxlw5q7P3kvR0bR2P3Z9PtcW8Z489eWyyy4jCAJ+8id/kn/4h39g8+bNHedbrRY333wzH/3oR7niiiv40z/9U1796ld/z+X3wFpPzhlJAc5a/EP3pq5jB9+xQLWpsfYakpg7i84VMLfGJrZIuUqkYCzH0KxZqbO0o71C5sGeTRgY27ni5i/KI71Ep9uO8dW+WOR6SliRC1Jq0MYSxWCaIGuwuNLEn2tSKSoGqz6DVR9fg4eHSTxJkRJrDVIY4igmbEHR98AIBCpToC0029BnwDQpLLYoJarNA3PDPKd0hMl6H2qkxWvWPYAUUBSGP9v9Bf7PmYv58weuAmuJfcHY+pWOfvPLMSvNRYpeP416izCKKBTKrB8f5e79d3NyukZkStTDJpMzi8wvhERYTk1qFhurhyYPwki6065xTQezlNFUIklk2QG76Z5VboQ6J4nIDWybiaLDQ3PV39z/+QAgKdJzNmo29x6I9oYg9VLNN6ELaGX/5wnAFMYKS2q/djaMlHaDAKfNNfasarGzOhGI1R+7PV3T6vWw2pNQfsgdDH7nd36HG2644aznC4UCz33uc3nuc5/L+9//fo4cOfK4yu+BtZ6cM/JYLHsei3WrqToxWKfHpVss7aq1K12bUxs3m4TqSIPjZgt7UqnH78XmVGEdt6XMDJ3lCVi9kKWERY65yOzx8tSLdZ/zqjAhwCbrsAbCpsA2LctLmrk5TbXcpFoVDA2U6CsHFP0C0moQMUJKjI2JI4uORfZcqSzLusDfnbo0q6xdH7HzklNZnS+rTOIpy/aBedYV6s6uK4WuwvKqoYc4VtvHP+kKn3vrB1f1qZTQkseoz20iaoVIKVmpTzE/f5ovfuluVKmE1Zr5WDM3GxNqw/Q8zC25dmYYN8HJUjomydocu2bbSdyzDsuGLvUEtbh0XwJrHJiVSV7W9iyVyTyxWCRKAsKQ6ijT8ZDCsaj5Z31vkpaRAnGbTa8MDObeBZs7RFIVAGtd0lNhrGN1O+Zo6oXRyY5l74ZZa27mIepqB4R8G/PmBPl36vvqjp705N9YHguodcvIyAgjIyOPq/weWOvJU0LSL3ljcyqr3GKQLigGMu/DbNHJnU/Lyv5P1qpsg5f7nC4yKaOQEW6ic/efnstrwCztMvIPlojEjsiuuVjl11KRFpKyNGu0JSXwbAIyTQou1wAhVkMYC+aalvl5y9Rkk3K5SbXsUy1CuaQolS0bKkWK5QJSmQSAuLZ95PjlLMVlhBdTGa5z+Y/ej+fbbBG+ZNgBt8gIJqMqBWmSOrjKfOELe7jzzj5+4U1fpL8QunO5Tqgvw/Lp9QwNegS+Ioo0RkHcXKF/oEi1UuHBRyeZnY2JYsVc3XJiyhIiyfOxMjc3sG4+yASoKOH+7+jwjHFyVvOZjVdu7NudnbtN2MR/1j1bWRcgxFh3PEsokTiEdmCidJ6lbFqOuXLVcbSgxQ1q11Roz738vE2rnJt3FpOboK7cDj9WazvnXPfcygCjyP2fvjBOJS7alW4733RN7rStse6KKcdq6YG4J6cIu3pcn4gyz0W588478X2fffv2AfCpT32KD3/4w+zdu5df//VfTwJ4Pz7pgbWePCWkrfJJPru1DE+AJ0HK9kqmPDrVWzkbG7cgpmyPW4Rsov90JbjVxnR59Mk0t2hqaJ6UIwQEnkzsvQCsy5lpTMpbZA9OAZ2Q7QVPCJnl82y31eJh8JQEI0m96qyQGOFCQmhjiSPtgIiwLmcmAmNSw3CNji1xLDDa1ddlOnB9ZAwIYQhDmGm1WLASJQ3KDxkfM8Q2dEFmhUBKie97zJoCpqC55tV3Ue4LE8bI1Vtj8EUKzsBager6Jn7OVY8yeX7AT+y4Lzt2aqGPX/z3P8Hv/b8HMTQZG/OwxhD4Hq0woiAiVqzhR567j2OPnOTTh0IakUAQ0YwFg/1gpEFYF8RXCYGwBqnS4K/KjYkxSClRXobMkFJSLCp8zwERYyzGuvyjaVy1oJCgKi2ztkHKdNmUg8MagzUCa2UC4Fy+VmstRqVj0ubGrLVth4VkqonErsym4TDS56lUFe5At9GgTTaLswJcjD6HrI108zAFRoJ0k+POSwkK2/auzr1ghrZHaVvS9yub1avOdPRPunHJg1HbfgfbE4We9OSck7e+9a28973vZd++fRw6dIjXvva1/NiP/Rgf+9jHqNfr/NEf/dHjLrMH1nrylBABbV2WdQuakrB1Q5lKCYqBxVMghcTzBEoJl0NTGAdWrHDBViVIFEIowGCtcY5yUiASb0ZMsisSbtGXkkSFJECoJHaXQSqRGLBLXJgLm4AgENKxUlYbPM/PVimZUT4CKXykApcqqg1GlRKJgbzBWpV5GmrjQkZYLLF2YA0hiHWM0calrooMRmu0jYkiQ9gSRElmKWN05ukJzhNUJMnalVRo7eF5ioIXE4cxkQXleQgNv3XkedAP1/3o7fiFOBuT+UaRK4on+NHRhzNW5kRzkHiZTg9JYGS0xs+O3Zp9/sdjF/Bb33kBz5uYIQyX+Ys/KnH0EZ8rn7vCNS9cQAhJFIeAR6AEUreoVnxUbBkbLyEI0dZghUbHEuUppBB4UuD7As9zgYJbrZAoMpRKBaw16NhQq0cUyiXG1lUY6vNRUmGsJgo1S8shSvkoaejrVyjpPFObzRa+54PWmATgB76PsSHNMGJhIWalYdFSY61mcKBCIZAYbVBC0YoaxJHEUx5CGjxPYSx4ShK1wiyOnDYagSBqWawVSGXwPOmCHWvAunArQkiEkMQRCGWxokWjbiiWihg02ljq9Ygocu+K5ztmFyRSSXzPZa4w1hLHhlZomVkIaaWZyLKhc5AUm8NWwmZUYXptFjC3+90VbYY6ZTjzG6+e1+c5Ij8IcH2Ojv2BAwe49NJLAfjYxz7GNddcw0c+8hFuuukmXvva1/bAWk9+eCVla1L2K7WHKvpQ8iPKBYFSEimt+6ssQRA41aCJiWOLH8gkaj/ZQiOsRBiJlQnzkuZwso69UkolgM3FHRNWYa0hNuD5SZ5OIxJgZTFaOoCjDNbGGCMoFgoYGwNesnDpxHtVopRrn8mCVhl830Ng0Sapn0xYMy3QFiwxIopBuMTuQkusFYSRJTbOTs4aQf3V1yAfOol35yEEithYhPaI49AFvRUKKRRKxPiBJoo0Q0MVfD8ijkKs5xGGEQKJHDbsecZhgqIDamdmB5htlJmXPr+x7yvtcbLwGx97KcXpPuTV7lg7xl2njdNXz1yADiTHTlep1eocfqgfENz1rQrXvKjmnD6sQcgWvnBAbN1oBUOMV1CAJIolcewhhSDwBdZqAiUJfEUh8LHWYEOPYkkxMFgijlt4nuT4yTma9RboEgFQLgYucG4lohwIPM8nKIDnpUyYQQwEYD2MDUlzsUopMMan1IKyCpicjVgJQ5TvMVANGOoHHVkkHs1YInHAUAgNMqLZTMB8Vbn4TCImikOEsDTrhih0AL1QFPi+72LtxS2kKOJ5Cm00ViuntpWSZtNSLBTRJkaImLDp02pKAl8ipE42PR4mDvECH9+HRiOkVhcURzxiHTK9ACaxdUv1VBKLySi0tuq7Qx/bHUOEHFDLXmLyBGMyP84O2PKsXU968mQRa232nf3lL3+Zl770pQBs3ryZmZmZ76vMHljryVNKDLZtLC5ASUshkCilUMoBGwcIXMgJITyk9IEIoxOwhc1CaDilo8IFFbNO/Wkds+Fgm0KgOxYZF+vMsTZOlQkJ3wVCI6VDYMZIhBBoDUImWQI6ViaTPL8dOd5ahbXuPmEj0qVKJCosKUAbF+gWTKLSkm1GD/fs+Xe/CkoF4ou2Y2+4nPJ/+6Rrr/YS4ybj2ihtxjJWywNUq8qlgfc8hJSszAdMT1a5+C0H6B9uEEeCo1PruOuR8xB+zPk7jnWMTxgKtnx5kbf9v1/O1mRrLZEGkQBTa+E7Mxu4aWY7GId1T02X2LA15vQxj4uuaGCtSy0lhSQKDbGJaNYdO1rtg2ZTE1ogMfx3qm+bMKsKpaxj0bSlUPCQnkAqTUEGeAo2bxihUPSpFot4ImJxcYG+aj9+AOViwbF0ymbMrEjysbp+a39RO3bLw/cFftUQFDyacYlGs0V/1SfwIrQWhFELrE+l5GPiGCsUwtOoqmPedCxBONYzVa8Xin4C5hWG0KnDrUApH2sEQigCX2J9i7U+SimCgsVqiQ0FnvJQBYOUhsDTWBNhjOcyU1iBwOApn2LRR/kaqWP6CoJpi3sfMG7uQxdiEh1OO+nsXyuAWjcI645U01nGaukBtSeR/JB7g+bliiuu4H3vex/XX3893/jGN/gf/+N/AC5Y7vj4+PdVZg+s9eQpIzbRw1ibZDKQFulZlHQLqMBzMbYAaxWRduofqRzE08YCUXKdBZlmvQYpPUTiJiikdQs0gVN7JrHFjE1CKFgLSGcnJpxNFMImhuUKJRRK6sQjzzEOaRogZOrX5xRSWI1MAaBMGJzEg8EKF07DQyWrlkRY501gTZzYvbnFNLVVy6LGB+7VF0JAX4X6z95A8MFP42y1AgxxEoTMJjZzimo1oBQIlOdUrw/cM84tN25jcd8Az+w7AMBKs8gdB3aAhdHNiyxQIrbOdhCAyONNP/UA2y6dajMnQhB4ljg3lm+/7dVgoDgN1kr+zz9fxguueoTTx2F2yscTHtoYlO/hK4uOQ2RREyEIiiWaYZ2aV+LgDS9myz9/khIud6iQIIRC4DlVpheitUYIgdEqSWqvKBcdsFdSYKxGmxBtI5T10BqUpxz76MVo4zm1p3VJ4T3lbOMyuy7rUnUpT1AJAqpSsVwHTwk3PtKC1Fjroa0mjGOEUhSlB1Y7Va4RmFhihaE5Nkh97yYaG0cwlVLiUmro++IdFO4/TaEYZBsEqSzGhEQxSFlACYkRIBLqS0hBIZAIYnQa840YqZxThpDgBwIRWZqhRiiJSPWdiUozDaxrbWrr2anydKy3A8vfq0ozY+UyZi5/oidPSumpQTP5oz/6I17/+tfzyU9+kl/5lV9h586dAHz84x/nmc985vdVZg+s9eSpIXn7ltwLrqSHp9I4BTIzy7Y5tsua1C2PnAqmnVYHa5yKSKqkDMc6uPAMjvUyya4yDUqbri3GmHbdUNiEOrBWJgudM1a3WX4q3TbySQ130kUQi1ICIUy2AFpjEZ5IQoo4A2+XCkqB9cDaxEmCrFxjDKW//BL1t9xAlkZo0yjhb7we9Z8+jpBRxhsK4SGUcAF0S5YgsAhpOPTwOm7/9hZk2XD1rx9Aea6P55arjGyfQ3oGYsdk/en0Fbxz3e2O2fNi7rivn4uuS/oHS9qj6cDdNTcBFtSCJOqHU9cV2fTVJvffV8KaiKOP+LQaZZS/nIxhCMJg0Bx9/vXcvTuXQUEIDv78L2ZAov/Be9h74+edrZfnbBiNcQb1nqeycZPSw5oYrWOUJxkY7HdqUAEoS6QjdAzKjzDagPETxxCDJ1MdXqICx2KNBuU7xwETO0AkFM1WCx0pwggiqQnQtGKJISIQBbASpTT4gsmXXEo4MZi1yyYA3U10xfILrwTvXkoHzmBsRBQ5xg9h0JEiRlMInCmAkJFjjJFYHFA0znUguccmdU9sJwEhYjzPJiraJBiK9dycza3UqwDZ41hwu9Wn+Vehh9d6cq7IxRdfzP79+1cd/73f+z1UatvyOKUH1nrylBBhyWJHtYOuuwUtlorDP/V6pDbs/sjHERgkzjPvaPQiFriUgCn2yA9R/bVrXSwxY2m+/+uJB55jxYQ1gMbibMDa/gyJt6iQCWBybJQUbU9NIQTakHgRthkGISRWWBaDfr629XqWioP0tRa57uHPM7uym9gUMHic3/cdAtviSO0SZlsbWWgO0rCDBKLODRv+BilsR7uNkYkqLNVqJiE2EnBZPDGL/u2/p/XeVyNSOz3fR//2a4gWBFOf2I7XPM3g/M2g1jMwO4scPc3JR7fTbBaZPrUFNWw5732z+GXXxpVGwJHGEF7FsXnhokfsSZZa5axuXmC5eWU7L1p6mHV9zQ5D8n86dgGfPnUh+xcmCM5ITFFgBTRHFLO7Ay6YykabO2+OuPIaiCONscqF3ZAB8xfszk2AdHzawHdp98WIG78IwiRjEOB5zhNWknhBKgdIpfSwIlGsW4kUAiUNXmAIwxhhPTzl0YpbGCMoFYIstppL1ZQSa85OMIpipHTq6SiKKBQLFPxBIiKwzgGkNT5ELfAxdx9F7NtG0AypnDrDyvZRwg1Dqyd+V+Tn5esvRmo4vecC7EqDYGYJcXyG6uGj9EvfebQSZ/UEk4QQMQjhoUUS/tZ6IFLbO4Gxrr90BO0YISnIblchD9TyoErkD6TEnGjfBzjWsysnaf76njzJ5YecWUvf+8eS7zcvKPTAWk+eYpKF5IBETRNx8CffiBkcBODed/x7iqdOs/G2O/BWGiyYfbAoCe04olJO1D8u1MfS268jvHuB0ZvvwhqLQWNxRvvWeEgFWZwxmVqXaax2IMOFyzBInF2QRSA95VIU4WzjpsrjLFbX8ejQTqb6NgLQ9Ct8Zutr6b+7hIpcW3wRMVF8iPsWntPR3tBWOVLbw3n99zuWTdgEYADCEpoSjbiCp+eILruIYIehLoa5/+hWNt7xaewHbkX84lXtAj0PfxTG33iM8HSBhTteRrxQojE7TfORKRqnyw4YDWgmfnKZ4hYHzOJY48dNtg1PcbI+TDhdoGkCqrKGXwSdeOdKCW/999/ipX//swgj+LFd9/Kfrv0qAN+Y3MXtc5vBQjmURGh0FTCwuF2xVK5ivzWPsHD00QrPfr7FGE0YtdDaYCKBiCMGBmIqQYjAEsYeShnqYQFPGpZWJPHzr8I+dAg5N0d9+3qqR6ccEE/UleA5NtKXzF21heXdmxm75WFGj01BYj9YCARGxSAESgoqpQLKk2gNYStCSIlCI63EEz4o0GWfuFxgZtd6olaMOjlPZWaFsBgw+6MXw8l5mk/f6crcMcbsBRsAy6bPRSxevrMDCIlYY2NLcWqBuK9MPFjJJv/8Cy6hLAGKwBCTK3uZ/8K97D32MMYawkhw8tAVLEzvY/m8gPlrNfV1AwStBoW4xnNu/QheHCGEzTxPtbb4QQAmIk1v5tjlNBxLOzdq5vGZX2gT84SOmIXd721io5CPF9eTnpwrcuGFF/Jrv/ZrvPKVr3zMOGqPPPIIH/jAB9i6dSvvfe97v+fye2CtJ08J6TZtITW4lxZTKrQvlJLmpo0c3LQxMaSZh69X4Z4isyvb6c/tjsZHwF43yKPRlWy+4w63gGdqSaeObMeVSo7hbMucV6nFGs/RftbZTEkpEi9Gy3RlnM/tfjVGKsaXTiQNccY+K6NlVq4Hf9ay7k7LYDBDyWtSkDVapkyrDNIIRGyp+QWEVC7+lxVOTQXENuDW2k8SU+TKN97Bxj1LgGQdS+y6aD+8ZCv3fHkrYWr7nROvZPDOa1HafpJT//s86hv6CNcNoibqVB+eZufvz1LcpNEhrJgC1w09QDBogUMsNQP+6O9+FPMs5QCshW/Wt/MjlcNIASPVFcJ1zo7vlK5k9k1PGz7F16advZuILXoMSL7z4irc3NzA8HMqDNx4gtPHJc3WivPGlQKkxC8EbK9Ms25Mr54fyTP0IKjtW7DXbmYm9InxmTGw4X9+ktgT+GETay2H757Ae+tm/Mv6AZh67kWM/lXbq9UZ+HuJ3aDFCxyosUagPJM4ZUi0Vfja0KwGHHrFc7C+yvr66OUweOtDLO/bjikXYNOoiwrrKbQXZBU/9eKnZZPcWBdzz3oSPGhuGVvVyPxYWgvj1RrxK3Zy5M5+tt1xC4ceeAHxRf2se9sS65LrVprL3HVwG007yOeveTsv+coHsFaio8ROU0haYdhmyPLPaPeK+yRIM1x1XCDWvKct6QZrDT+EnpwL8kPOrP33//7fec973sPb3/52nv/853PFFVewYcMGisUi8/PzPPDAA3zrW9/i/vvv5+d+7ud429ve9rjKF9ausjDoSZcsLS0xMDDwb12NnjyGSKDiQ6UEnuci0ZcKcNneEqfe8HLMpk2r7kmNntMFyMZwzYaDmTrHsQWw/+4NNP5iPZdu+GOwOvHEVPie55wQrKVR7OPrl7+M5VI/sQrw4xbrliZ57t1foIAGK9BG4xUtp/s385WtL6HlJZS4EIzeuIAfVTjzbA8bdK22QH9rgYIJiWTAYtCPlWlMDwtSUD5pqG8QVI5bxu4PiVRAq6pAwr4XPsBzL7+fpJmciodIV1tr4Y7FzYBivT/PswcP4AmDBI41h9lUnCMykoI0q9RcDzY3cPTeMfYPrOe9uz+XedmmERoWG0X+7NSPcMW64wgB7xj6NlUvphl7vPaON9LfX2edV+ODuz6fBV99//0/wkcPXYy/APEAq1d4C8XTMHDXEr927T1ItciRqs+3LtzqxrALrGS3GqeaNk2DLMqOc5EGT7a9F/MR/FPgntpSbf/CHQzOLOEpiZAQa00Yanw/4MRVu1laP8jII8eY2r0VpMB4Hn2fPMnJQ+fT/4t15+iSt6/MN9FaVt4nOPHaUZbKRTb1z7Ohbznrm0hLHp0doV812Tp3BFP1CMeGSPYHGSBdSzKD/zWAUyrGwDfvvwCvVeeFX/g9rHUx3zzf9akxhqmpJg8dbRHmxiRlwtpzwz0oZde6VxiT+5z61Qgc+zq/CMshxMmx3ur0L5fFxUX6+/t/YOWn6+Pm3/9NZOn7V/OtJabR5Pgv/ucfeBueSPnWt77F3/3d33HjjTdy9OhRGo0Go6OjXHbZZdxwww28/vWvZ2hoDZOG7yI9sPY9SA+sPfklBWvlEviey1pQKsDleysMlTX3vPVnIKGms5BlwplXy/zCZWPOr0zSX2hSSFwYmy3FXUe20jAKr9BEVHzsosEuWuLZiLoZpDUsCculVfWqPmTRZZDWUJ6sUzja4tQLRtGeAs+tSJX7QkTFo3JUUtsOzSGDaBpMUaCLq+n0wUKNl+66nX1jp1holvntb78M0QRbdPonqTWmYsHAMyYO8pKd+1exLQZoaY8520/ZNqiqkJoO2FRcyK4LjSKQq1mqVKabJT41eTnNMOA/7PqyAwzkYhNbqEWKW5sX8KPV+9lTnM0Aw88eeWVWzp7iFO+duAUp4LNndvGeO17YmcxTwGC1xuiAcygIhKZoDEP1JYqjllgIaqV2P7ViwUqrSBQLfM9gagr/f83CiiF+SZnBZ7n5ke+PzG6KzpAT2TXJX9GKuPjvb8T3fE5cfh4LG4YY3X+M6Yu2EPaXuaA4xdPLx1DCcjwcZFEX2Fc8g6hbdozMoq3g9848lxVT7BiTWMPcfJHFuQqliYhm5DNYbrKuuIwQEBuYrPU5dwxhkEsa2S+TcCcWZQ1CCnwZIwUoofGSIM5nA3LdwM1a+M6JLfRNTvOML/0lGINSEs9zWTSwMdMzLR44HNMyXWUlv5zJZtsVIH+8e6VxRgJpvzuwNrsAtRD0KgDYk+9X/tXA2u+97wcD1n7pV88psPaDkp4atCdPSbGWJJq/i5O28aabOXntjwDQaiq8wCSJvNtJtTeW5+nzWjy0NMFwtMLeQRe8sFjQXLbzKPvnJ2iZJCzCkIQh0Bt8Wou+S+sUG2xNYAOQLVB1wcrudOFS1Lb2wdP6QAFaZ3HF6hc6Nq05YYn7IHE5BGORc7EzpfIkwlisELz5im+ydWgOgHWVFV5cuptv3XcRSxf5zgGx34HA0cICP7rrHlKuSJIYjwuBxNLntWjGTTYXFgCYmapwuDJKn9+gRIPbT+5k5+ZTbEgAA7RzrwL0+038APzAZd/sVpEJARVfMx7PZ0ANIEy8b9MF/L7aOP998gouKU8yj8eLLrqHw8vDPHJyAqsl2zdOsX5oaRXYaBHQol0vgDBWGCSFwOD7SV2DGPvufppTBm+9YjkSeFLjCc24t8BPjd3GkNdAAofDEmfiESbDQSyCYa/ON5d3Eue+KrW2zjvzAmdjePTSPXhly7Zgjp8YupuSckFI9pSm0daxvJTdvZ6w/KeJr9KIBTfVtnNPYyPH6gOEooCsSgYqTRcxRXSiIYvbhGTwZqjtUWatYKpepuSHFDyVAWIpDEJYvMS+rOy7cC4yYfdOL/czWy9w8frppO+cTWFtYh37d7yaSw5+DGsEOk6yfSQBoTtM0dLxToFf8is9np4StJm9/GYp9wfRxcj15NySXm7QH6z0wFpPnjoiOl38scJ5bmLxV2rZZVZLTh8aYePOaUCiF2DwFsF5b5pDCCh7J7l7fhOzzTrDhbrznlSap42c4PbZLUTWy5iKQmCYWLfs8n1GiuCrReIzRRqXwcJmiTAxRojEfk2mJj0ul2TinBDMQWs9BNMQV3MUiBSYUag+JBm+0+A3DOu2TbPlpXMdzd7szTF6d5PmDkkkDLbs7v/pvTdRlhHWQmQdS2Yt1GxAQcT4wrDRn2dRFynLEFlu8Z0TO3j0gQIbv/BRAnGAuY3beeav9DPmu/6biiqM+zXSILxl2aCh218jzrjc5lSJkl3FzI0Ta+FTCxdhLSyeqHL64VFaGy0zY308e88JXr/+QV4cH+I/nnou5dIhjPaplqKO9mbJ6BMmzxjBcuiC2U4uVhkfWEE3JaEVlMsxm4JFZmUZNjigvdFfYD4uUrcFfmnDN1GijQ22FxucxwksJ7Ix3l2c5H9NPxtpLVvuuJeZxgDexipVmgx4TR721jFKjZ9Z950s36mxsBCXmI2K7CzNdwBNKQQVH54/eIjrBg7xyze/iNo6RSPyiGJJfylkqVmkv9B0PgIAscRGIJTJMs2nrNOJuT4iAmYX+1C+ywfbX2wyVq2RugGAZCl04/ToTBUhkoIt3HZyS6cLprXEZ0Y5c/haxrZ8E5sEyBVWIK1wsZaTjVCmH84BtnxO07zYXJ3TA5kJgiAJI9NmNi3kkdwPxiaqJz05R6QH1nrylJC8SgVS1sbZnBlBp94rv7IA541Msv3NC9nnQERYBA8ureeKkcNUvDhT71297jCtyOPwgREmR/tz6jPwPE38402ihZjSYEwxeUSz7lOqRCzPF1merGADwcitMdVjrsYqEsQVi1eD8E5LbYNClwRLl1iQsLLbUDsPxg9o3vbvv75KpbnryklOPnCcn3nRvdSbBX7/gRdQ14VMhSkEzNYrTFSWcn3lgp7GVnE6GkAICWW4bNcZLt1pES93uaBCIzkSFjkaweRUH/Wyz2vGbnP9JOHV43e68CiWhMGxqIS5aQfh7Ywr9Fffejq6EdBcqEASAf/09BDxNgVVMruukg8iiLJ2Hp/uZ2iwwfxSmVIholiInbG9hYfPjCMlxHWPvtOCDz7vo8RG8blDu3nd9juZj4v85+Mv5Jl9R3jd6N2s6IBfPX4DHuAJ58kYQfbZWEsr+by1UONt624mEDFjr6nzt7uu5BsP7+ZPNv5fPGH50OTT2T8zgdjg0MehE6Ns2jhNRdWpenWOHK6wbXt9TTsxIeB3r/4ch0+O8mv/6RX0zdQ4b+9djA1NEwy2eOS1zwEhGTxwmJ03PcyNm57D0S0XYoSfhdWwKAZma1TuLyGMofbKJoFaQ32tYeH9w8gfl9jRNV+FTMoPa8LWgGOfjU5yjQq0dvEFsTaLGfhdxbb/dtvrdYfzWFNk1+ceYHtyyg8CTPfGOpMeWOvJU1+sxa83so/lqWmwzgbxvMo026sLHQupaUh2i0nKQy2KSrdt2pK/pSBm1+5JqsfrHDs4RLSliBhwaa6MtYhiGlvNXV/0HeCoDjTp0y34RB+FaYNA4Z3XJHj2MmokInowoDoSM7rdEC/4zNwzwpldHggoV5q88BW3ufAGOFWSlEnIA2U57/oTBL4m8Os887yDnGn1c7Q1RNkPsQhWdEDD+C54r1CEVhJqxQe/8kJ8NLvGj7Hr/OkkuX27M3xhGPBqCGsZmFhGACfCATYESxmL5C6XRMYQ5BbWtJjIdK62H7n2r/nw3z6dz566mHDUJzgp0SVLSTj1YUnGHfdbC81YUSy6sClD/U3S9FvNlseJqQGQkrdvu5HrRx/hO9Nb6Ss4BeluNQtAn2qBNQyqupsDMuSdY19bBaDarI50bFLyeSJYzhSAl+44wiXnH8JL2v9jw/dS0Q0iLNKCGml0lLlhW425UFL1DUqQhZbJ7OAEbN84w6/+zmf4g5+8jtMre+BVg3hFTXFmmcKpOfrvOERkJI9uuiyxyodqbZFrHvk8j8TPpuWN0f+GE5impBb3M98oYQ1UjWPnjpys0qwNUrrGsv5Pp5h/RYHWxamDC0Q1QAmskWz8qwX8uXk2XfhFUJo4si6Yr43QqQ5T0MmApZ1nV/+fz2iQl3yWg86CzlJmj1nryQ+x9MBaT546cpYvc4uhMDlDMDePLpcoHzsNm3YyEiyzvTrX4SWnNbRagvVjS9n9sRY0lgMqA63MQ833YMv2ZepT/Ry+q4z/jAahURgjUQclUVUzaBYJjEG2oLHHRxcUYhz0S2IKR0NMqUD5qhoyeQvHNkxTkS3KqoUdtQxsf4DZEwMcCYcZGK5x4dgZTBKG9K6pjewamiKWHgtxhTvsFnQDGiZg3lQo+IYlU85srSYqy8SkEUddgNNFXeS5l9zB/iPn862Dl/CdoyGXbD3MngtOOeWZhUDFKMhAIkBEgTPxIAOyRiFhIf0kaby2LsabTILvCgH9Xi3J9+BwRrW/xTvfeiN3/MVOlh8MaO4s0ah5fP70LnYPT3Nn3eXOC1sSIyT10GepXmb+TJn1m5dYWCpTLEQEMubUsWEurp5mulTkNRvuRQi4duJR/nlyD2Hs8Ten9/GGdVUOtkapmwJ//uiVnBgb5HBjhF87/7NEOLVdOm00boC1TfKsAtY4FsngMkONFhcZ8FtEiapzwGvwsvH7+ZuZK9jszXPLylau6D9Ov2xyRdV5wvYFDuSkZaRIJ8vZKuCC804z9v55looBjU0jWX/LmRqHR3YzWRjNEM/Q8iRX3/tZVDhA09tI3ysmkUWLLGr6llsshyXmVsqcnBnBFhK1aQD1TYKVdZqBv5qi+ZoSy/tG8KYlDb+YOKhYZq6PuXLos0RxTCt03rLGKKzVSexAF6LGJm+Xq5FI3QnaACyP5rrAW9LN313Sd/p7YfB60pOnsDxusPbmN7+Zn/7pn+aaa675QdSnJz15XNJJerVXh9R2TSCQCBb27CQcHgJAXzDExuZxLhs+lS0csQElBZ5nWfD6GGaWZsMjXAm4/dN7qAUeN7zWpUyaqZWY6FsBYMcVp7hFb8GbLLFpm3NI4FIoTEX0bWkzbAERxsbueecnP0kkeYBxf4Frhx9e1b7tAzNcKQ5yx/07iLQz8J4Py9yxdB4Pic3Z/SdXBlhWpcww3Vg4bQawfcc7AwUnEltnoD8y2OKay+5n6/ZJ7lnZxClZZaxVoezHNELYXFkCkhhiaZw5BA3j07KDrrctrPOW6FdNtFVpam+W4iJj/jJCeFmd0v4AeNMzv8Vv114BIehCzKUjpwmk4eLSNAOLNe4/sA254DGlSmghKfkRhx4Zp6/SYnG+CtOSV+y6j//32V8kNIrTzSobSivcszTBX01fTtGPGdgU8ZmFvW7cDcybPj565nKshZZRFJUm7ppHcRc4OFmrUgw0RRXiC8O357Zz7bpHmQz7+PLsLl6z/m5uWtzOzUvb+IeZfVSLLU7GQxgDoVVc1XeE2Ao8YdEtSdhSDAw6tlV2qfiCnSHRQgVoEmmBFJbbxKVMntcGb0pHXProLag63Gn+HQOvOoU34uaSaBpqjcBpnmNLcRIam9tgFAOzN4wxNbSRqw5+jS2f+TR3nv5/WPp37TrURjbw8ef9PK/40m9nTJoQAuX5aL87tmCb9hKA7Y7vQu6yLpXr6ktdeJhVDF1PenIOysGDB/nwhz/MwYMH+eM//mPGxsb43Oc+x5YtW7jwwgsfd3mPG6wtLi5y/fXXs3XrVt7ylrfw5je/mY0bNz7uB/ekJ0+4JHqV1ObZ4lgRAcRB26V8aCTmGZuPtdV0WhAbhZ948U3V+vjOye2EsWL8E4KVCy3R3raRe8kPacWSgmfwleWCTad4dGoCY6DsR1T9ELZ0qn3ORiIIAfsqx7mweuoxm6Y3Gz564Jl4fTF4UBmIsvsfPDFOvVVgtlZidLjuggELmKdCTUuqnllVnhQw4S9lACruEzxYX8+Vo0fYWFh0/qi+ZsBroHKMibZwLBziwTu2ceieLfSPLlDfpNg+NsXFW44nbXWLeRgrDjdHeEbfEe6JhjkzX+Li/lk2lJoAXLf7EZ6x/Y94xf96F9FGSP0USjLiVya+zrHyIFsHF9BGEFtJQWlun9rM5euOc2h5lLd+4k2UfBfxyxOadz/0MhajIijL+gHnEJHBdwvTy+V2B8Twks/+LKOLTT78mj+nHCR2cbUKmyu17D5t4Dc/8TLuXzeeOIMIwnWW323Ci+/5JF+44Ar+avBZWbHVB+oc2zvI8t3zLFf6+DU1wd7iMeQen1Zd4d8U8/x/d4Af4741x/mXx7/Ozxz7cb554nxi7ZhQWRfOmzSZ1FvDGrM/fjknbu+Dmy3Gd+NTb/lMTZdRp0LMrhKFh2PmNzukXjliWfcdi/Ytx1/uOvpU6TxmTj8bpKXciKgVg5xzi0QJicJgbIzveRSKijiGzoi3bbFpR7MGYEsuyJPfNg/MrGMZ02TyPTn3RPAD8AZ9Yov7V5NvfOMbvOhFL+JZz3oW3/zmN3n/+9/P2NgY99xzD3/+53/Oxz/+8cdd5uMGa5/85CeZnp7mr//6r/nLv/xL/st/+S9cf/31/PRP/zQvf/nL8X3/cVeiJz35fiX/3WC6j1mLtRqEYeH8Xdl1mwpzCFFIL2G+VWKs7GyZ7pncwIGZMWySpDBaB3oICn6c3V/0NIcWR9kz4rwcr9h4jKn5AapElL2wA6TVIw95b4uFuQ2YSOGNhBTGGvgDLUwVXjJ2L+sCx9I1tcdXZy7AWEGh1mRgqIWRHnVTYCrqRw3GHepIoyE6FLPl9DRLW/qw/abLLkjw96eu4i2bv91WPQGNSFHwDNCOMbepMM+bNt/k4l2hkBgKUnfGoMOFodgSzHOoMkGzVmLeFGmVYffOEyxFBfr8VsJlgicNs2EfH7vxWWwcnuWSHUdYUT7WNrP6lIOI33vF37J1bIY+L3JetQnDMtG36J4pLSlft3toEilgZ/8MxYll/j7czeLtPpMnh5g0/TAGBVJg3blyzE8PIJTFxgnVGAgWo4CX3fI2fnPvZ3lwZYwf33hXVrczjQpvv/vHWS4NZEbuwZygOCMITrWYfXAr274+S3NDgFxqoZTP6ZcMArDY34cpu6/XxUXF7PExGs2Ay592gK8t7mIhDHjp8H7WBe1NgBBQUjFv3ngzH60/A11WGCkIhkIas2Ua+/sICpryC9x8CXY1mDZllppVSjKmHvnYimTwpjrhA4Lpqwcz8GUDQ8XMEe4psd1ENKyk/ByfaM883lDMZgWNpsfRk0lGBGsR1qcYBCjRQimBEgatU3x19lV5zdCda9mj0QneDG3n0vwFIvm7qtSzOEf0pCf/1vLe976X973vfbz73e+mr68vO37dddfxJ3/yJ99Xmd+Xzdq6det497vfzbvf/W7uvPNOPvzhD/PGN76RarXKG97wBt7+9reza9eu715QT3ryBEpqdJ6FRE9kcft2muuc+5u/tITn1YBCds9QocHJhQEaoeSeM5so+BEbh+ZR0iKe57Ny4wDTosTSpgID5RZKwmilluW79JXlkvOOUbOOuYkaijiURJGHOrXI0eMX4M9Lgl11Wo2A2lcHQcDYlUcY3+wW3iiWfO7IxRyeXwce2EWFEiFV33n2RXVB0wvwpMW3EbFQtLSH3qBQ6yKEb9bchYbG58tfvYRrnn0PQcGtbR85/HRevPk+hgsOoBalxstti33iLBZXKvkAqkrAluEp+n/yZmYbReZrQxQLMYu6TJ9skSZXUALufGAbs8dH8R6UTM4PccOVd1CWMRtVI1PPXrrZpdoqIpFCEljJ5w/u4AuP7OOZWw5S9CKMb5GFiBvntnP18HHund/AYsmF4vjs/AWUDpcIWhbxqMAKw8ozYvom6pmqrTbrUwlj6iQqQuFi4VlfoFuSX3/kpfzVZX9O2WuD8t888AKWGyXKJyTRgIu0UpiD0qNL9B+rs8hGfMA/ZrDWwy4tMfEpy/wVFaq3z1B5bZNGq8Lmu2awV0N5PqR6Yon5a3y+VLyQu7dv5Y+3/2PWv2l/Txf6CbZFQBvI+euWqW5fQfgWIcE0YXaqQrQjBhT1eQhOGWxkifwSKxMFrO+8Nv1ZWHdbTPE5Z9DXjKAAWXOD5I3EbUeYQoynQmIdMDZ3CCEsfiDxfInRwtnXIUGcPVAyySuYB1ci+5X7TMrEdf7/uLFXD7A9ecQK1kz8+i8t8xyU/fv385GPfGTV8bGxMWZmZr6vMv9FDganT5/mS1/6El/60pdQSvHiF7+Y/fv3s3fvXn73d3+XX/iFX/iXFN+TnnzPkpo9r4VYlrZszf4vTs/gPX2g4/zUSj9fProHsOypHqGyLhdqohzBdZbTtVGmTT9lM4snDINBk5ZWlJPwGGPeMneeGcbz4fiBUWqDCmIQ3hj2IsNgs0FhxzIAjYJBLAjGT0xmj1lZLnHg7/eQZrqW5QgRLLOkPJSO2Xv0Xo5ceB4ji7P0rSzzyLZdWGUZWppjaGmew1u2g7UY2RkmA+CRbUNcJioM08BaWN+3xGQ0iPBc7s6yaVJRrVyEBLuqH0MLPm07o6GxZTwE5bJLnG7RDKgGKvd4AUwvDGP6wLYM335wL83lgJ940TcYl028hJ8xVjjP0oz9E/zht55PLS5z26nzMIHBbG1m57+54DaCNpIgLGrSx2IwBbC+xRQsJ5eG2T1Rbw/jSExpeIa5O0eYLwZoT2ADgawL1JLHv9t6EyOFFkYkJJqFQ/VRCpMesm6oLHmIGIJlQ2ExztCrJfGeNQaiiOKiYOIrdWzkc8VdN3HHrdczxxa2nznK9OQWJhlk8IEpwlaV6N8rjm4YYEuw2AGMiyJ0gZCTY5lmstBGJaIAy8Pu61ssx6z7UAPt+Rx/4zBMwPDNDfSgpXLMMDgVo169SG3TCNY4V4Dw/iL13YZao8DEWNsbevuWWU6d7uPph75GrENAIqVFSA9f+S4P6xoG/2uGVssfy7UlS+ie3nc2sPXdHAt6IO3JJT8Ib91zdIwHBwc5ffo027dv7zh+1113fd9mY48brEVRxD/90z/x4Q9/mC9+8YtcfPHFvOtd7+J1r3tdlg7iH//xH/mpn/qpHljryb+KtDfXbmeXVxViJTpoq+b7jp/CXjaczfyj833cNbWVy7cdS0ymu4M6wZwoojUsNEpoO8pEtED/cEhL+xQ9pyosFTVXTRzllj++nKGdx6kNbkPEYJPnNPolA8kXz6XPOsB1ow+56iWMyuJ8Ndcgy4aVIzztlm8RiBYK54W36/QBgkACkgsfPYix1iVvl4LL79vPg1u2s/+iSzqM5WxiAxTbdru2V2cZLrYAQawFH/rYDbz9dZ9L0hMZgjWYk0JXSA5fWKQ1lGSL4aKz8VorjtiPPO0+vnbbxehRMC3LveFGXq0l94uhDsADliHrcVFpAQF87c1/xgduuYaPPvA0F88rP6QpCAgVVktMwRKdZ8jSKCTk2EMPTbCtOElhW9tmb+Rps4zgvH6NkUzPjFN81GfHzvmMmTUJiBQIom0R8XawtsXYR4sgBPFggWDG2cTZxSVnVK91UjfrYr9FMbd98kLEmEZ4HpMHBlF9MVb6zB3xoTmF+r0V/vczr+Lnx77JqN/I2jb39XFq/zhMYWUZPIv/wgZc73ewm9aQLY7+dyRH3jJO5ZFmlmKidCpm8ITG++lZGNHtsakL4g+OUmhC/VGPpWdIJsYWOsZ248QS0foBSguzLC3VkFJRCHxUIBNvUDIglXcSaAOvtekuQY5BzLchOZc6wXQ7w7RvXlVkT3rypJTXvva1vOc97+FjH/sYQgiMMdx000384i/+Im9605u+rzIfN1ibmJjAGMNP/MRPcOutt3LppZeuuubaa69lcHDw+6pQT3ry/UhimYMQznheJEfnnvt0mjl7tfnBCf7p+AU8d8uj1OICjyyPs3P9TA5opPSOxTzSYn9xG0Expn+4wZmVClMHy0R/X2P0Won/PMfOINxzvaJmx0sOceendzGwqPBqEhNYats1rVGfk5NDvPPiL7O+tLTKFuz2xkbqm2KiQYspQHRgG8f29DPYWKSvtcSBkZ0848Tt3Lf+QpqqiJaSK0/dy/2jO6kHZZ535EaOMcHQ8Ska1SK1qMJCsx9rXYDdxngBCi7zwEhQZ0CsUPE01of/53VfSGKmWXxhsrrFVqCtJRCrgVgoBAVirGBVW9KUQsejPsqFkCuvfDgDGMuLBT43dyE/um5/Fs8t/R0IFxstfdZ/ePqNLDZKfPbIbrrho5kOnJ5VWSjRubpLCE4LvNBnrr4J71CEv67F4L757BKl4JK+E+x72c1M+PNsLq04eywBUgpiC1aojmJFK8YWffSgYvnpmxBCs+vwbcydXE/UDACBnprG+D7RxgEYXY9/cJLSaMzi9m2IRohotWhdvRN/bp7CC1pgl/j/pq/hdcU7GPeWOXhviRN3LXHZ6KdgpELYKHPkI+ej/9GjNVSgtbeMd0mN6ZFiQnVCY5PbjDQ3+Oz4bw9gSwXEtk3In5hHjLZ7TtQ08f8ah6ajP/tOtJh9RomZ+TIjg/WcS6xgYf16+h48RLFQxlqLMRHLy02adesyGojHtFrrDN3RNTxYELLTGD1NVSSFC23STdL0cNo5ID1mLZPf+q3f4h3veAebN29Ga83evXvRWvO6172OX/3VX/2+ynzcYO0P//APefWrX02xePaErYODgxw+fPj7qlBPevJ4pGMxlTjgJIXLo2mh+cw206Tqdea3bmXn2AIHlkeJrc/4QDuyfBrzCmDlgM+JmTEKFzhWwpPGmU9shPA1BvvwCiNlD4OgGSrHrvkxExfNMnjvZhbOOFWrjAR9D0B9q+a6Cx5iQ9nFbzMWjtaH8aTl8PwIdy1vIdxsIMlHXtsOcWmIudJQRkfcvX4fC+WhrL23TeyjETg7ua9teRa1QsX1Q8s4B4lCcqG1PDgzypbqHNZC0WtRUTpjMCqyibYeCp0FutUWl1YLQWxjJCaxKxLESDwrMDkGRFuIjaBlApZNkSihFKV0DgIWgVAwMNxi0fYxFfWxzl/uGMdZ4XGwUWJT0CKQztP2l5/1VU7YEnfLda4pWkBdImOF1RYb2Pa3WPLFLlsQrLjcqkYI4qWAeLGAWfIRFy9y8eBJruw/xrVDj67JBkKSz5M2EySwFPafoPL0kFm1C3fE48Dml8E2BYsNgqklGPQQp+uEe52qQzQj4vGYaIMz3JcmBM9n8Edjhi5PY/kJPnTLs6ncOMOe/lvZXroHXRQUi/OgLaq8zIG+ffSfmuHR885Hj5QQvqtb1PAYvauGvbpOeT5k89umOB3uwWxdRE44oFZcWKKwvMJ5t9/DYmEjB5avAxReI2DsJsPU1QNUyiHFQhvYrXvksPMI9gRCKIzRhFGLsGkQViKkzWLx5W3SMtUmOYDfZZeWZ+M6wnekwD9v7JaeP0cX7Z78cEoQBHzoQx/iP//n/8x9993HysoKl1122b/Ilv9xg7U3vvGN3/fDetKTH6TY/Ld+zv5JJOdMGLNlwnka9hXA2qgjQOejk6OEWqIMeIMx1YkWVT+k7IcUvRxDMdzHyQ2D2NoK4+VlAs8tXOnCvvXK48z/UwWBwmIJ5htctG2S5z7tgexZJ48M8enaZYiCQfgwMrhM43g/raogUoLy8YCaH6NqAn9JYjfUuPD4/Rya2EUjKIKAS87s51ubr0JLxY6FI+wf20O1sUyhFTEzNEzFb2I09JWa3LDtQGLQbynEzY5+CyTENnZOBonERmKTMCghXgcothY8ZUC3aFLgVL2fU61Bhgp1PGnXAECazKo/uf8Lc/sAOHZojKmTw7zz2Z9l18QZTkufW+bGmTyykXddcRPVQsR//5F/5kdu+ylXUgTMB7j4vgKb5ogCWAFKoJbBSJPOBKx2DzUnfF5z3T28ctO9Z5k/bvwiI/nq/C5cnsqkMaHl4t33cfnFp/jQPVvRouSOp97vg2XCIQeWN22+m1PhRoyVqFqDDUOnWOQ8AtFgsH8S+QJJ307nWGI1FE8usvPRW1CVZYRUIIxTx1vFclDkwevP58TERqSOMUpnbVKLEePTx6lc5hNf5jbPp7mANJmYtcCk5IpvfQXTjIgiw0ipxs6hiNMrT6cWjdB/GMIBiNYrigWXO1YeWKZ/ah4tFRbt+kFCta+IH6Rx1rK3IVNjr9mfHQfcgGRvqcglde8uQrTVpmeTLizYk39j6SVyXy1btmxhy5YtT0hZvQwGPXlKiCWxgSFRSwL0l2gvt4J162UHkOgGFedPdHrp5FmV7msHhjULuoLXNIyVamlIUAA27Zpl3dtvgv/vIW669nmUNyheuP072b2f+ctncODR87BC4L9oBrUhohAaClcugLVYI7CbJZVHKkQPVl0lTvbzMNfCGZe7UkUx5YLiZ05/GN/zEUJw/uHDfK31CtbvmeZ5l9yZsRa7iqeT+ls8DJ7X2XZr29k7s0wOrHZU6BapHNN1PBxBKUvdFOmTTWe3RZs1GfYbGBQtIylKzcMPbODo6XHXZ0lF/sffv5C3v/Ez7ByeRhvJ3957Ge+47GYKniGQ7RVdFS12cwN9qoIJtFMFuqZRaILd0sSMCiLRHjOJ4X27/5mLBk5ljBm4QMi//8WXEi4WeNaz7uGR1jCn5Qizpoq1gs0j85yeHyDUHmo55uAdw5hYY00Mo6yWBJ2EpsT1w3+EkmVKr4w5fXAd5c/txwtCRj4uiPscsFL1Jus/eiMVI1C+QFsHQJ0aULBYHOSfr3whse8oUi08rHYMcnVqnpff/Q8Iqbn55S/vrEK6ATnu89xv/z37T7yA2dpmtg7cyMnlZxBpH5t2nIDRuy3157WbMXfHNuYbm+jzD5LARqQnUEgCXwIaaxMbwZQuyzFlGVuWW2htqhe1uUTt38NCnBbfbcR2ri/iPXlqi7WWj3/843zta19jamoK07ErgU984hOPu8weWOvJOSvdBE6qpstsZqqO/TDfwxf7WuqwTD1qIVyQVE4tUysNIIcEhaGIQBnm6lVOnB5i68YZRgs1xx8JCIpg37mT5xROs85bxEsC0371wA7uX9rC0rNDCuUIuVzCnipQXokp9jdBOHWhKBmCfcuI3XXmT1UJphRsd96K+BZ1b5FvT1zOjeJpICzKakqlkDdf/hnKXsRsXGFA1SlIjcK4UBzfpZ2pLOgCQQJ4IyMRwqCS/s3ioSZeHAUZoqTr4JlGhZNxFbvos3fbqVz5jmMsJnHbLthziupQk00Tczx6eIJKqUlza4H/cfvzeN6u+7hh6/38p1d9gqb1KBCuZk5U/q9l18QkQc1wcGQQKyQFGbNjcIZaFDDXLHPt2ENcMtiuj7HwV5NXcKI1zMnzSowUG3ymtY+5VpmtfXNs8hbbdT/ZYvEzHn2fW6DZqvLgLX0U1RFal27F+AI74IMsdHTkVHw+j6w8m0sGbwRKNJaKeBOakd8vEid+JPZwi4133o5ZbiL7K1hhibWhPjjMw+dfwLHiegoDkiFCpms+NC3NVgVrBJcc/TYXnrqHW57+MqLNfqbuNic89Bf6HViakdCMMTuLTK+cB8B0fQ+hrqyeAIB3WsBO9//AKcHR5jXsXfcIRguE55TgwkCxKBHCOs8ZCxazZly1LOVUx6mzOB10nzmLajpfzHd7pXv+CP8G0rNZy+Rd73oXf/Znf8a1117L+Pg4Yq0v3scpPbDWk3NWujfcmdoktZE5OQunpmFiFKRkOfKpeBE6hnpUcGo0ayj4mkbkEzZ9vHKcgb5606fVKrC4XOD8P15mJRhmee8QsqQZfsY0/Rcs4xUtpVgzH/chhGTUX24nWC97KGKG/cRz0MJUZYjw8gairOgfqKGEYWapRHG8TnU5ZOuGGfqDFgthESkFRRnCuGC6XuFoYwiLJDIetQtBlCwKqKgm5/dPsqG4wKDfAAET/oKzAYJVIC3SLj5cqqZKUx5Z69SffsJKGQtLxtnElWSIL03S4XbVYjjfKHJyrp/6ZB/UvQ6wdvT0KGHoUSq02LR+ASlhfRIuYvOGGYpFF08smGlQLLRQ0rKutEJFueOesOgYCr5mc/8C880Sc2OCnSMzbB2ao+g7FXV9WnJyZZCtA3M8Z91BtvtTbPbnCVQ7dtpKHPDJ2X0syT76SxHSW6Lqh9gCbK4soElZRddh4zsaDL1GEXoSM23RUwK1ySK+cpCR9dOoqmZm5z6WxaaOmXg4fAaXcgt16WNfIhi6wscbdmWufNlw+t4B5jZeSnnPIpWqYmB6iunto8zuOQ9dLtBnLDIJC7POrHCmNsRAtcHGU4cZWIB7L38R0a4ge6I56qP/cRCWFH2FY2B8JkYeRIoWO0a/w2xtE5sGbmZqZR/NqIzFQ8eaplmHwaOQ4FMhwL51hrACjxy9jm3//DWskQitMNZgjMCgEDL1mZXZBikDaGtI2zata+YIwLTnqHWv3iqg991Uot1yjq7xPXmKyF//9V/ziU98ghe/+MVPWJk9sNaTc07yX/d5wOaMmy0mUesJYan+4UcY6jfMv+wFrOy9gGa9xY6PfpzJy17Cmc0uP5ta0mhPUhlvoBo2MdxWNFsJZREZVMtgk0XfND1mvjGBaSjKW2uIu+aRT1NMznsM7FEEtm3ftimYp5Tct2IKXDR0BqsFj86vY8fADMYKNpTmGS422bhhHpHEK9tYgJYN8LD4ImZTUbFbn2amVcaXsNgocMAbo181uW7iAANBy4GpfCflJF3oDGCFJLQCayUQU0xOxhYiobLgJdpKIquck0EsKckWRaVp2ynByfoAk0tVDj+6Dozv4rhaOHlmmI3r51isFbn38GZA4GlDbD20ESwulNi8fp6p6QEu2HUKKQybRhfpl2FW59BKPJyN1gsmHmHKltjQt4Kx8I34PM5fN92O24WgGXlsKs1yRfUwLx+4ZxVjGBvB75+4jtm4yo6+WQDqsUfVD7NgvwqIjW6jW09S2AT8B2ftrg0gBPPPViw9vB5vWND8xjx912iaYoRwIaC8sU6j4XHk5CbueOEz2LStQTUIMRbmGyVOjlZp/HiJFTXMcKWGr+BgvIeCZzIAHWpFIQmhUiwaNk/MoZQlHh3mzIXDiJyW2pxWmH/sg0WJFBEXjX+WINBOpW4FW0fuZOvIXRgTMdo3SasZIaWPtQpkTBxH3H/yxdQvH3LesEnA9ca2zUydv4WJR4+7OHYWaq0II2JntWYFkDiq2Pa7mDkSZO9kMiXzIWWscyYwJsN6GAOxduYM6bH0jtSJoZeK6kksPWYtk4GBAc4777wntExh18wN0pO8LC0tMTAw8G9djZ6QOYh1mTi7d7rkQX9ZUAgsEvAFbFuvGO4zBL5CKYnnK6S01AsVbnzFLzq1ozRU+12cKyEgbgrqs6V2SAgL5Yc1W/9plpkrNpLSTv23zXDsDQNEAz7pN9WlFx1m98AZ5wFpNfsqp/CEJbaCh5sbkrAHoI1ASYOwhs3BPBUVrvaio9MGqfuzsWAQqxbBtIz8m60R2FwMOW1BW0VoPSwua4HqCjF306kdNIsBsZYYA4FvaIYCT1mUNDx0apylViVjM4UEGwlsXYGfM4RLJRIQdOmwkgX5im2HWT+4zBBLXDV0GGthHDi/6DwmZ+MC/+XUcxgIWkRG8tDiOs7vn6agDPVYcWh5mF/d+kW2FBdW9ZO1sKSL/OaRF7JkSjQbHvNTfcRaUT44yUXDBxm+rj8zatfZrEr7yuWOdePmOnclYWmFgOXQp+o7FrChFWVPd4xDSysKSlOPPObDCkJAGAsCz2b1TMKjuRymKyVacQCRpb/QZGAgJAwVQdBZrjU4cPw/+7m8/5P0l+aJohhtfDzfXSCFQYi2R6cQknq9iZQeAg9DTBzHxFZzz5teiw2CzjloLTs+9FEKrQiB4djpFQ6fjl0fZQBNIqzFYjOQlZmy2Tyjlv5tv73Guh9hoRXC3BLUYpy637YZNyGSjcbqNLc9+S6yuLiYxUD9QUi6Pm7/jfcjHyNKxPcjptnk8K/9yg+8DU+0/OVf/iWf//zn+Yu/+AtKpdITUmaPWevJOSfibAYp6c4ut9OPtQscm8b+MgasFZgkSOzu0WO8Yts9DPgtIiP4qyNXs2f0DHv3nOFzJy/E9zXPXvcoixcVGf7xOov1h7h/boLnnfcQs80KHz18JaFwoTuEgCFZY1fxDAUZ4ct2CihhLbsKZxzrJ2xH6N10Yfxe7Mk6znWd1xZi69KuR1oyH5WYCvsZK9SIkAyrJUrSEFnFgq4QiBYF5cppWQ+MJYoljy6Nc8uxHYgSiHlYXC6jjWCg0mChVkQKi5QQa5WB2Upfg2qpiacszdAjjBQD1TqeAmMEx0+NYlWu4kC1XGd4aAUhYMqUmZ0rsaess3Yf1h47ExDjC8NKHDDTqhAaDxA8sjzKCDXetPFWto7PUZJtdediXOCPvvU8Lho6w2dXdjN1fBhv2qO5yaAr0k0ODUubN3HfXeOM3n6Aobf5jPXVVtuXWJhpljBIjBVI4bx/U4Dmy3ZOVi+xfM8XYSycmu8j9mXm4ODJ9gQOdQrUHGM5VG5Ra2gqhRgCSxwLpGeIZxUMmaxOWIuyMfZn51m8s4/Tg1soL6+w4dFjCGEx1gLK2ZRZEtsyA1YS+z7HLt9HbWCAsFSkVSpCUABsZ9w8IYjKRfzQQPL+uGdLrEj0l1Y4kwJyUW4zcTZua3ECGZDLgTrb1Xe5V7rHqvXknJHXvOY1/O3f/i1jY2Ns27ZtVc70O++883GX2QNrPTnnpPtLu0MlKnIqE0BJDykjbJIcXAiIhWD/q9/IL13yaUaLreRuQ1HBz+z4Vlbu63d8J1PXbCi5vxPVJXaOTuFJy2DQ5DXbb2esuEwthvXFVmZ3kwdSsRFIAV5er9MlxjrVlxXgC40BZlsV5uI+fGJKfkifalFRoXORF5bYqgR0WgS2w9Zq2ZQJRZH+IKJlXQ7NWT2c0kbUQ8lYMcx6TwCh8fji9IW0jI/fpykntmRLtSIlX+MXYgp1g+9riuWQ5ZUCg8N1WqHHYF8ja2/ga4xp28IpZVk/NE913vJocxgrBZW+OqMjKx3BiC2C++oTnLcyzZ7qJBUVZ2Pb1B6HJkewyIThUmwszPPOC76Zxa4D2H9mPffPb+SbR3Yze8s439l3PvEAMAzVAz61zVGWlN2ZXBmWrlDYI2OcmKlybfXhDg5ICKeam5svIkqOVYy0RQnpxlRo5sMCZWVohR7RVMTgQET/aJy1X2CJfUVjf4DYZfCUZe5YiWG/gZqLmN1YpTrQohQk4UYEVIOIJGFre5IMaMYePUJ9aJCwVCQsl9EJE3Z8z14a/U5/uTw8yPZ79xMWq1SXllmpViguLtColCiGLeY3ruPUpRezPD6+9mTMi7UwNU8oFM1ak2bDYuisl01j8OV/Wwc+O40USIBb5zvcoS5d6xWxnKspIn+4pJcbNJM3v/nN3HHHHbzhDW/oORj05IdXzrrBTlVEOUM2xwQIrBEYCVpb7nvtW6C/wkihld3YzVJBG/SlZacLjEwWHICdfS77wUCQuzGvqjTwhaN7uH7Lw/g5NqURe/hSY6xg/8IGvjy5h5b23X2i/TwhwMRQWW7xir234g+trk/TSFd20u7YSho6cA4Ga9j5WAtfObiHG867jw3VlXbXWctF5SOcagxygI2OjbSCQl/IcKWOkpZCEOIHrsBSpYWnLOViRKglgXJ2TZFWxFpS8qMMIBerMXEVtulptHVhP/JqSpL+l1Ly5Zm9DHgNolhy9bADYjZWvKE5zV/UtxMtSXTV8BvXf5qhgst32oo97p0c+0mQnAAAvopJREFU51O/UmTu60XMVRUGyhFKwvxFisKswHpp0GHrdGpeCh4EzfWVRG24WoWsFMzqfqi5Cg8szrLjyH3Uzx9naWAASj71JJScnFD0lxsZUAOwGhqPFjnVNwhnBKpm2XRTHTU1Clj6Rwzzr/CIVchAqY4pScYePsr0+RuxSlGZmaNcq7Pu2FHGT5wCJWkWAh654nLiQhEjJaMnT3Ho4otACE6fdx4zExNEpRKVuXlqw0MUFxdpDgzgNxrEQYBVipRuFoAMI7QUEATZ+yWsoe/W/RQDH6ymVQtZSfqg81VJB5AusbmfTkn7OCPJOxBy1y35cz12rSfngHzmM5/hC1/4As9+9rOfsDJ7YK0n55Sc7bta4GymZBpjzQASpHQOBxIXv0xjaYyMoYDDK4Nsry7QoTclt5DkFp8HZif42wPP4HUX3MLu4SkshmbsUfJiuiUDaho+9pZLqM2Nc+ydRznv+c4uTrc0X/j2Rr5TuRKAytwSy3Iou/8V9/0fBvWyA1paIxV4xmJuNdh37ch2aZGVTMWDADyyMEJIwdn/AOsKS4wFKxlYgsQeqlblc/fsQxckfV6YHRdAQVm2DyyzrX+ZwfkmN81c4LI6SEGoFSUZEyNBWzxpiLRCyRhtJEuNYqIKa3daIyogMAxV6m0wrDpN2RqhYnKuytbxxezYVm+RDcUl+kWcqQ0PtAb5cHUD47rGyvmGD+z5BwYC15+xFfziHa/ihD/A+fu+wtWbbuPk0jR3P+daWjssg/dKmvsMLWnxVgKCgQhrwMQCr2CJQ4kaWm0MlfZbM+4MTPe0B29lbH6OwvQxtNYcOX87By+9OHdjZzmlguH8S86wvr7InYe3Uj5hqc6FNHC2LMGsYvzPS/gSrt/998RRkziyqP2SKNbEsSDwfSwxVgqkEASNFnu/cTNSpmyqYOTYCe56wXXEQUCcMG7NsvPmDZO/UbFIcXGJ5uAAG++5j033PkTYqGO0QUrBQy+7gcbEehCCYHKWoa/fTDBUAmPo6/ewU3GyGzLZ3EnxWFvl32GV1tGXecluTcFx4rqcj2296oXvAbYnr6yNy//lZZ6Dsnnz5ifcxq4H1nrylBEhHGBLvzSsAYtTycUxmK5Imn974mrAgaqVyTIihrJfx5OglGG4sETTFllullhsufhUf3nHNVxcu4Ndx2+jtWRYHltH+WkTbAyPsvMqr4PuDhcjdmz+FHbjIM3vLHDkTAERCVpTDXa0jjBR3k9JRgRhDQ00vH5KehmlNVJKlPIw1iK0xViJaRmm//cRihcPUFuWrFBg9ootRPjIU8uwoYC0LmfWTNhPYEOGig6QNbXkYG0dzd++j8tbt9MqVSheOZj1W0eYBAFbi9N8+cTlrD98N4VKyOSle6i3Cg6MWWe0biNB/USAXfBAWqqqycquGFtowzFjJbMrVeLIUPYMpVLL5X+UlkbLZ3q2H+oeR2cLeIUYD/i5gUOwCYZllJVz04KLAt6owsbiAuuLLlXVnYub+LOjz2TSHwBgcWI94eRxhoKHiTY+C/AJ10fYwIGa6lxMNAhCgYxco31tsHlmlDa40AbummyH5fCPQ3x4lJsXno82PrHx4QBwX0i8zmDKMLdjmdHz41XlDVQa7Dx9gL3HDzC66TRz9XGEjLCyiNUhg+VllIA4SyVvsUIjpY+QmXI9K9OS2GK6FA2Ul2Ou+qfPYQsey6UKM+PjjJw+yeyGCarHTrE8sZ6BxQUGTp6gVSkTLNTQOiaKG4BEodjzqc9wZttWlgeHGPz6rcTWQxgJ1lAq+3iFFqKJq2G2OIvEsSAJ6WKTzY9otz11DFhld5bbSNi8IWd3c23Hvz3Q1pMntfzBH/wBv/zLv8z//J//k23btj0hZfbAWk+eUpIZKqcqFuscDIQFK5zn5I4/+B0O/dJ73TWnF1gxG6gsTHL+w19jbmwHWIPxAorLZyhIRb+QbJQSJSyBabHtzL0IA76GdSuLyCOPsizgyNEqwaiiMRtiY0njeBNPCTx/CWxE7VBIISglQNLQ31xCKYHW4CtFUdexVqGtRVjh4k8ZkbEnWhv0fEzjxlkU0GcM4nidxmA/lYdPUDt/E8WFRWqVMvVNY8T3HWL+9ZfiCcOx5hAgGVy+G6mgtGypn9jHwDYXpdVh3Lb+OIoDRh59iD0Pfh4/UOw8+RDh8BBGt5hfMuiLns7KI+soyRonPJe3c5kCzEaoZy4RKZWLuyWQSlFr+NRj3x1sSPxpwdBYSDwYEnkgPKcy/OeBfl4DDCVxxqyFWl3wrvVfY091mocWNvOtk7upBHX+z/Fn8LTaMgPN0+wPfYq33YEIPLRpsPur/8TpbRegvrSZ5tNHML6lfK+ivqRRCwJvXtA831B8WNLcYTAlC/lwaQAWCjcrWueDXIGRTxU5FeyllUa3TeVIEe8IjFce5MJj3+LQxqdjK6s945678E0orqCkYiA4gvAsfkFhYo1EEWsfaxRY7RLLA0JZhIwwcYw1HjIIEg9Pi7ExxqS9HBBoEM0Qb6XGwOQUvu8zPLuINYbhySmkcnla/fkF6nVNGEaAIQg85yBgBH33H0IvR8RKIJWhFcb4yjlVFAuCpXoKm9px99peAGu/k2udyxjfx/LwTO5bZf32GM/ryb+N9NJNteUNb3gD9XqdHTt2UC6XVzkYzM3NPe4ye2CtJ08JSRUz2job+mw5sQKTergpl+S9guai331/4nzgWBYlnRJv5MxDgEUIge8nCautxPcCpLTOKy+2aOPsqwwiA4Zz99YQ+ESRphk2qfYrlBAY7YzshZHZF5q0MUpIrLZgXL2sFS4np5WZfskagxISgUFYjY2NCwgmJcIqqpPzBCemsEYw/NBRhDQE0TQD9x8hijVzXz3F4lV7QQr8B44ihEAKF+C0eaKWgbWUXUuzPXz+n8fZ/ujX0dagrKC8OM9gbZrFhWWiVh/PXy8Z2upx8PRmPnZ8gOawgtL/z96/x12S1fW9+Pu7VtXe+7n007eZ6Z6BGRgBhQEUAwQmmMREIgrkYEQTfiFKEo+cg4N5AYm3c4CT4w0lJhINgcP5+UPy+4meaKIhRDGIiheGiwQUEBDkMgPM9Fx6up9+LnvvqrW+vz/WpVbVs3tmgG7oHuozs/vZuy6rVq2qvdenPt+b8nWbd/JVn9jlD/aPcvujKphEHycD1XoxK088/jAkr8EkqkgFt/vDTFmyJmH7PS/c9Mi358n9xNZZqo88A9cYvs7M0XXHXbvbPPgvP84fnN1h99CEVj1bt97K5COfYPvUX8H+/t+C9RmIcOj34tQvMLk1yLGTzwU1UP9mJI1xHD73/6vY+uAU854l1jRMJ3dyZHaKneXxwd0ngOfhx3+PqoaT/+093Pad0V/FBbVzdvocdmePhVeMdcEtXydMxYJRlksXxl8d3nusWAyxYnuKYJZYnUMEHx34bVXhWw86QSTV7vR472kcqAalVgwYhNYJzaJluVC8TvC6xHrBikc9LJsWpy6YtZ1hvuuRDYdvQ1Lc8P3QznNAu2EIZs1uhs31QVeYQX3hd7kSctCnbaUyd5lO6CMeuHjVq151wdscydqIyx/FRFCWllKF+QLq6HJkjWAkTHjOKaotIlBPFGMEg6Ce8N4Ik1koYI3zTCYWYzzWwnIhCAZjhaoKilTyl7N4mrahXcKsneFMi3eOWmucU7wNHXZSgQrOKc6B9R6xwrIJfbIWKmp8q7TaYsTgfeijmAocOR2Cawj+TNZhmQT2KUsQx6F3/Bkb7/hzPJ6m8exKTDwqyhVPOljgUhX++H/9Ix5KRV0LrlKcelQ8SoW1Ne2iZbFY4LxwzbEzXPOBbbY/F5LSVY+HX917BAAb/3GXh3/VPXzgEVu441pEYQZ1J5tfo5N/ImO7ruYJk3n+vG48O8mM5gzuzqvZvvsM3gn1ZIY1DlRYm22wWJxid7FAZYZi2N1WNk9+kNq9l733PRN65ZaUI496B9UxuK39h6jW/MUPP5pDf+1Odj68gZw1fM3xX2P9Qb+PmAWVmTCpLH9yy7N7Y3ZkegtnFtdx5cbHEBze16zds89Xv/73EeNpWkdlpxjrWToTEzcbvDYxyVhwLGyWHq3Aisc5j5gaMQ5VhzAFY/DOB+UVDakzVMIDhXUISxAP8QGiaRt8s0TEMK3X8nLnW0SE9Q2L88rOjkE1kHgnEpTo2KfKGiYzj1plue/QwCYPKh4acv4Fn7P7J3sZ6XzbVqoysZkVPC8Leinqe8QlgNFnLeN5z3veBW9zJGsjLn/EL7QhiE7ZqV7hrjOee6LvuhFA2ryLErYzEgMTcoRayMMlNgQneAeGNjjbY3AevEa/osI+IwasGKwBo1BXDSa2UUWxzFaCNYq1UFcGFXKRX2PAO42+d4o1u6BKZZVIJTEi2MoiNkzylamDcmMdtlZqq8FXz4cEqs6BsiSYUS1NY0PeORMCB0rsLWpe+9anccPeH2IIaozTQGZb12KN5+zdHnWGpZuwv29ZW9vl7/+td/L/+a1vxHthknKDKOxds85nbjcc+XhFPXO85NtvYVE1mOUm/+Kz16AzuL6d86gj+7z57GGw8Mh6Tn3nISj99UW4ylh2Tt0I21exs7uL87vs7S2ZOstk4tmZzzlzbo/9fceeU86e28V5w2xtii5bfOvYO/EmJmYLu3sc447D2p0s7Gdpzhm2/L+mVc/uvnLuTVusre+ztg73nBHajQnWGura004sa/Yu9prjgHJs+qcc1rdy7dENZjPYXziaVlBVpGnwvqVpHZOJYzo1uFZZuiVOpuw3DcaCmSv4FuccxggtsGyUiYn1WRvwiyX7ew7nlNlahaqnaZfUE8uk1nxv0LQkUta2NuZMU3bbBfPFEgM5Oa4Yj/eGplHUt1hToWqwkymmXTKpqxj5XNM2cM89jv05MZAkfffCuy7DQnFPFX5mWXVLuxSBBEl9k8jnDTEp7iqWxsDH8jKdzB+QuAhm0Mvp+m5vb+eggu3t7Xvd9gsJPhjJ2ojLHuWEYOIvuRJImCNwGSMSHZ9Bhr8o3kRTjY/O0GGy9U0gT6FSQHTmdh7vAwlysTSOsaV5xhW53ga58KX706lKg+W9p1Mf+xva7VJcNCE1hAA6BxWsRBXQL/I+OTovbUoxUQJnb/pT/v6rvw7EcPfOjP/nHU+h+cyt/NlH216yUirDQx88xeo+y4XnwSc2OLe94MyddyLSMJlUfMNX77DbPJzPffIavvbBt/Fn1QmoDKePzphUnrUzhnN3rPHEhzUs7Q7P2t7lg2enzK7yvPlMVPha2Nl3nL1znZs/fQ1PfsjnQnxp9DW87dxn2f/EPtYa5ouWM/fs4f0ZZuuGM2f2WHrl7rv3ObMrzBvl7l1HS0M9FYwK84UHuYvK3MlaLbh7wJ5S6hhy6kWCcuX2A5m2UBthUlVUUxNUIBGM/gqTQ09E3R5ndoP/4mQ6xwqkLGSQzIEhIWxlDdaGShDeKVW1CCoqgjFB7W29i2ZqwbWOqrKICG2reKc0jcdag7EL2rbFeU9dW8Sk3GXhWBL76QGHz06c7dKHKhUmBAQYE8ZVnTKpYDIxiA1mYeeUyrbhYaFSVD3zRcuyVVDTizD26caN9sqUBHeYAqXzMws3oCQVLt3zvrv/0/2b6oSmr6zQtdnzYRsx4suMo0ePctttt3HVVVdx5MiRlbnVwvdCcM6taOHeMZK1EQ8siED0pymf5rsFA7uKHniDpjxq6VE/zncxZVs/92OckJJKl5pJ8xIUaQwy2Sr8eKQ/6RRBdHlhT0SIp+HzqYYan6243ql0bUhQGwkU1sf13sOH33mWH/0rf5Db9fKWLsIvdvrQhuXhX7XFoY0llZmwt7vAe9jdbdlcmzFvGxaLJeo+wW1nH81t9xyB07B19YLtB83ACMvDlsdu3s3Cb/P2P5+zqWu8+/2HuOtrYd5Oc2crPI+Qlo9P97j+2ls45WFjMWUrVjWo9j17u4voM6js7u7hWvB+hjrPrJpx7TU19i7L7tJw5+4e20tFlyUDDmRme67xmCGtS7hOXWUJQ6wviyI0wbKcCLKA3vGHPZ8qoQnbG1jxG91zvBK0T2KIqq8ZbE5zIIEsgPeLoskmEK/hfUOwsLq0f7whbXxYCfefYuug6FYiWBsS+VorWCPRjxOM8cG8qgYjgUAqLt/IXSDJfUCCKtd7ukrjWXxvhuPWe9hZcaDzGVx7Dyn3p38jvjhcjIH+PNt7zWtew2te8xo+9alPAfDoRz+al7/85Xzrt34rAPP5nH/+z/85v/Irv8JiseBpT3sa//7f/3tOFAmib7nlFl7wghfwe7/3e2xubvK85z2PV7ziFVTVvdOl3/3d3+XYsWMA/N7v/d7n1/H7gZGsjbgscR4LSfcorp3/Wnoal6SqSTGBQZiIoEtIiwcTiZOJixyZ5KQJNOU0i77lvTby8sLUUyZ/tTE9Vi41Bb1kvvd64oXqFTREl81GBSeIk5V2JqVEKmO/zaBvppjYReDI0Yprr5lyZKOlsp62bVnsKWY6Z2evYTHfofFz1MBsUrNZfxgj1+G1RlxNvac0m2Gwb1ub8jN/+WgArql3qK1jetYwP96dcHVO+ZO7tnjE9LO5AkKmWArrhza45pqraV2LYjm0tY1rPWA5e/Y0O9vn2FgzbG0qa1JxZlc4e4ce+L1XICXWcJTErF9ztoTVbht8JG4U4qiE/kpaWFyH7n0gaa0enIOsgvHdNUz3QjLTpzHwPhahkI6MiHa3fe88NUX5xmcUKa67AkYwWofEuNahCBrLVNkkwZr4PVKDYOOt58J9ly/Oyqef7rx7i1bMvqsm+XhOBRvOf/ND0X1M5CNJ+8rDgx/8YH7qp36KRzziEagqb3jDG3jWs57F+973Ph796Efz4he/mP/23/4bv/qrv8rhw4d54QtfyLd/+7fzx3/8xwA453jGM57ByZMnecc73sFtt93Gd3/3d1PXNT/5kz95r8f+m3/zb+b3119/Pddee+0BdU1VufXWW7+gcxsLud8PjIXcLx3cG5dZq+DwuqG2Rf3EuIMxfUWrVBugIGWJ1Pg4cfmoUPjgu5ZMn86BC+5BPTJoYoqxXn3DQjXI261QYMy9fBNXnndB9hLJ8MXGaaLvTaXJ1OQjOaNQDeOrsnDF0ZoTJyrWas/axNK2C5qlY/sesJMZX/2Ik2xOFuzMl8y2Ntlcs1QCO/NN/vSW72R+1RREaCYw2W6YP9Iy17obEIXaKCe+ep+PNCE57DOu+lP+5yf8PrO6zf0/QsVaHNOz99yAv/2h7Ozs4NWyv7ePqrKYw7lz23zms5/jox+7jdvu3MNpzWdO7fHeT7Qszz+sYdwJRKxM1puErqy0CdiKHvlIJC29jBy8pquQlNgSQcG67/2cC2oZxXG7B5HB9j4RrcGxIgkyJtyv1gQ3gcoKUgVTaW2D/2ViRhIlLhEDmkzy6XEgHaI7UDmtHFDNtLvXVEM/8aGQ+z07sO+K+7hQ3dDuASqdX2p3nMTOjy9VIfev+t9/EnuBC7m7+ZxP/MT/9kWdw7Fjx/hX/+pf8R3f8R1ceeWVvPGNb+Q7vuM7APjIRz7Cox71KG6++Wae/OQn81u/9Vs885nP5HOf+1xW21772tfyQz/0Q9x5551MJpN7O1SGtTabREvcfffdXHXVVV+QGfQ+fh6+/PjsZz/LP/pH/4jjx4+ztrbGYx/7WP7kT/4kr1dVXv7yl3P11VeztrbGU5/6VD72sY/12jh9+jTPfe5z2dra4siRI3zP93wPOzs7X+pTGXEBoKz+cc7K1LDoIOVENpSyiu2KCSE0ER31BwfLE+Jg+6y2+f7nnhmr6Hza1hfHyJPXqn3L/kJvotM4ifX6t6Jvw1fMGtKZVz1MKnjQVTXXnLRsTg3GCLt7S/bnwUhY14KIY3fvHJ85dZq/+MszfPazc5bNJmIPc+iQ8piH/FbuSL1Qpmc96x9cUtN0nTRCg+EvTgei9q0PfR8vvPF3WJu0+Xrtupq14heq8RahZn39MJNqjWPHruTQocNMZ1Mm05q2aaina0wmFiuerXVDNfiFS5bMwqK5EsPLDKCOIGul7BjFtUxKa76mg/sgLfe+a798na8z6jvS5Tuxq9f/XFCgeCUis8rhO52GS0Qp3kyqvt8mCuqQ5DsJ5Nxqua9hEKS4uZOWWZLSkqgVu+XBUAMOCcMrB1YfOOSKr/mIBzC2t7d7r8VicZ/7OOf4lV/5FXZ3d7nxxht573vfS9M0PPWpT83bPPKRj+S6667j5ptvBuDmm2/msY99bM8s+rSnPY3t7W0+9KEP3e/+Jt+0IXZ2dph9gYT2kjaD3nPPPTzlKU/hb/2tv8Vv/dZvceWVV/Kxj32Mo0eP5m1e+cpX8nM/93O84Q1v4Prrr+dlL3sZT3va0/jzP//zPCjPfe5zue2223jrW99K0zT8k3/yT3j+85/PG9/4xi/XqY24AEjCWBbIismz52Bf/Mr31pVkLSO0qHQTJXSqly83K0leMkN5VswuYbue+qH99zroi6za53yDEHeQ8n16q/1uZKfv2L9EFgWYzYQTV9Uc3nTM6goDnDnTsGgcdW2wxuDFoa7lllvOcO6csmiV2+68gzvvnHP9Q48zWxMmm1PyVfHBP2qyKxz/xA5nrl9jzjT30+zD07/2vdz0tb+fz/PuOzZZHvZ8/XqDlRDs4RT01DVgPaKKsQZVHwmrYqlQwE6mTKdTWt+wtm7ZmsDePF5DOpKTyli5wXVNRG44vIkP2bQsjrGXru3ydkgoFcs0/mnb4XXMRC6u7EVNFg2ngJasrJmDxD7dT7kqQKlmDc7Jp3aKTvl4A4oIxKjUFP0sRb4NTf31gbL1RyB9KfTAwKT7MMcXCLh0nePn8jtcDFNfqVvFqkd8WXAxk+Jee+21veX/x//xf/Av/+W/XLnPBz7wAW688Ubm8zmbm5v8+q//OjfccAPvf//7mUwmHDlypLf9iRMnuP322wG4/fbbe0QtrU/r7gsveclLQr9FeNnLXsZ6LPMGgTy+613v4nGPe9x9trMKlzRZ++mf/mmuvfZaXv/61+dl119/fX6vqrzqVa/ipS99Kc961rMA+A//4T9w4sQJfuM3foPnPOc5fPjDH+Ytb3kL73nPe3jCE54AwM///M/z9Kc/nZ/5mZ/hmmuu+dKe1IgLioOileR/7xPFRrJqpk1tFxPh+Zyph5Fv5QSbJ8KCKB5oI05SyRRW+q+tUhFWTfY9oneebdMkn+f1UEmItTU4cVXF5pqwMdtAVLjjjm0Wy+Dz5rynrhT1StPAsjHsLeHsTsO8hbvPnOXWW8+ytiY86Prr4FoOnKi5G77zEe/gv378b2AE7nmo5WEPva1H1G45c5Rffs038uz/7e3YqMSJCFZhVh9ifXON3d2z2AqWywW2UpxzqBom9RRbGzY2Z8wbR11VHN2suGMezKrJ1BkiHwPp2d2DZaoUUIzXKqFLijdDArzqcpR/V0EkcvvBRukapff3Bh0e6Hz3aUlqyntFDm6yurNpX0HR3oNB+pO/eZoCKIaBFPfOrIwhRjT3N0nfzUzOhruPRO0Bj1tvvbVnBp1Op+fd9mu+5mt4//vfz9mzZ/m1X/s1nve85/H2t7/9S9FN3ve+9wGBm3zgAx/omU0nkwlf93Vfx7/4F//iC2r7kiZrb3rTm3ja057Gd37nd/L2t7+dBz3oQXzf930f3/u93wvAJz/5SW6//faerHn48GGe9KQncfPNN/Oc5zyHm2++mSNHjmSiBvDUpz4VYwzvete7+Ht/7+8dOO5isejJrPeVM2XElwe9+UfAGbrs6eUPfDGBnbehweSQJ8zhJBdfpfkyTSbCar+j8xG84UR8INUBA1JwLwt7pxYn49z1Feef+m4MbB0Wjh+F2dSzPpvStsr2PTssFpota62LDWvw32saz/7Cst9CQzTT7cHZPWXf73L1tXECl66+pxEXVDrjufKw53MPhqd/9ftzv84uprzg957HX/36T8ZlHasQAzr9DMbcQNMsWcxbVD37+wvOnTtLZWs2N2rqexxr6xPqnQXLBg4ftkzuamOmOXLFCqK/VkrMOiS2A30oLJMBYZDzXJPBvll9Gq6gI2rJZ3Jo/i5JfupUut8zX9K+KibSTw7du7fLY6f+D5940nvp7xyIvRar0xeF3PnzHHblkpIUhzGSnO8wr5fi/HRVK0UDIx6w2Nraut8+a5PJhIc//OEAPP7xj+c973kP//bf/lv+wT/4ByyXS86cOdNT106dOsXJkycBOHnyJO9+97t77Z06dSqvuy+kKNB/8k/+Cf/23/7bC+oreEn7rH3iE5/gNa95DY94xCP47d/+bV7wghfwz/7ZP+MNb3gD0MmSq2TLUtYcOvlVVcWxY8fOK2u+4hWv4PDhw/k1lGBHXJoIJpKD+Z0OqBNDFWLFD30vqjO3TU7j0TPhxJdEAiBRIchKQTLpFIxAygmz+HxQKewmrfP2v+x3eiWTxL1MYqaCI8csV11RsVbD5myKdy1nzuywXPjOkVsDWWsaaNuu3/vLhgXB/2lJKB01B9Yf9s3ZX0Obzr2/0TXeccvjaLzlc/fUfONXfYhvfsif5/U/9e5n4pxFz/MMuXn8k+zunmY6rVFvWMwd587tsbe/y2I5D4mK/ZzptKKqlar2HNqANdvN58mp3tiC7BSvwmp4wGwI9FO2MNg4rVpxPYfI91OE1xXr06s8lqzuF9LdcyuPVxD2dH/me7y4TyltqCv1xXTgYtSK+1CK70VeOOxnsSwkpA4d6wVqmP4YpnFI68tt7iuo4zxnMeJCY/iluVCvLxLeexaLBY9//OOp65q3ve1ted1HP/pRbrnlFm688UYAbrzxRj7wgQ9wxx135G3e+ta3srW1xQ033HC/j/n617/+ggd1XNLKmveeJzzhCTlk9uu//uv54Ac/yGtf+9qLUs4h4Ud+5Eey7RmCsjYStksPOvggvkuKW6pdWm4soNrfpq983Puvw70pZDmyLR5HinVDBezezFtlf7MqN9y+cFTv2zkPvk3nlydsYG1iOHzYsHHIUFuYmAmLecve3jKoaCbssMpsW1fCpIaz29C4QNRawt/J2hGOXPf18Rw9O5/6I9aO/m0AmkM1Cz0Gqlwxu5MXff1b87jfsbfJn951Xe9A55ywVXXjdc8tj2a+t8fe/g4+BlN5B5N6yu7uPnfcfg87O3O2jh6lMhXqHGvTio3pgp29g+oZaqNTvd6/Cb28h+iuTWmy7D0oFMQqHVcYKHnnOaiW96X274GSxOfF2m2nRRvlX7QLUkAI/mwHJsRiAyieZLqzkLRcBcGimlJ5mPwF6J1WOT5lSyWh9Qpegj9cSfa0G4PzlaPK3LEkzOU4DPsz4gGLH/mRH+Fbv/Vbue666zh37hxvfOMb+f3f/31++7d/m8OHD/M93/M9vOQlL+HYsWNsbW3x/d///dx44408+clPBuCbv/mbueGGG/iu7/ouXvnKV3L77bfz0pe+lJtuuuleTa9fClzSZO3qq68+wGYf9ahH8Z/+038COlny1KlTXH311XmbU6dOZSe+kydP9lgyQNu2nD59+ryy5nQ6/bJfmBFfGJKZpudI7wslQyAlBU2TB+n9ihlb6ZLheikcxpMAUZIj7ZzE087JL4nUtHTH6Sk2BZFKk+/5JnZJHRuock4LUSStpz9xGYGNNcOxI7A2AWuUylqaZcvuXhtqjscGNGXe1TBexppQYNzAoU3hs0apY9s5wpCUvV6457N/xmT3/cjhTVSe2BHQVnn5j/0/VDFqo3HC83/nH+PVIBXsbwR5aIearRRBevpZ7O3cze7OHK8t1lpmszWapWdZLVBa6tkEpKGqbcjR5jyVMRxaM9y557NJN49LZKJSnEMZZanF357PYiJlaX1JrIoAk0Qucp604np7TzbxpQvs030a+2gK8t8ja2V7BREaEvrePvGvp7jXAWx3D/XvS+mijAUknqSgaCyfoRiCD1saMUHFIqkU24BB5YhsuuN0X7dwsJSeJJ9bvgD98ygJadn3HkMbjsWIi4qLGWBwf3HHHXfw3d/93dx2220cPnyYr/3ar+W3f/u3+Tt/5+8A8LM/+7MYY3j2s5/dS4qbYK3lzW9+My94wQu48cYb2djY4HnPex4/+qM/eiFP6wvCJU3WnvKUp/DRj360t+wv/uIveMhDHgKEYIOTJ0/ytre9LZOz7e1t3vWud/GCF7wACLLmmTNneO9738vjH/94IGQa9t7zpCc96Ut3MiMuOrSQkLzvK1uJqOW8Y0NpoiBCB34fVjyWm0I16ZEo+gpCKdj1nvRlZbMHFJSewlaoDLm/EsoGackoik3SpCcCtYGjRyyHD1tqaTF4Klsz32/Y3XUdCY37eAAfJlBjwBjNZt5Dh2q2Nhxtq7StZIJXzQ7nPhx70OPYl12m9j3M/ROQlE6/8axNAwnzCt/5317I3E86ojANDOWst1xDg2+n7G0LgjCpa+p6jf3FAvWwsb7B5uaMemo4u7ODqZbMplMM0CxDe1uHLPa07yIN8/iENBMp49Hw2g8JmxmQ+fLa9q5X2qm8wCuud354SJ/LDcqbRclRnedViAZkJm+cVKl0/wy6mDeV8t6KTyKJXCl0jynB9qjxoFp0NLwLRC6UnOq+YD23hHzgosYoqWTWec5NDwxJb0Biz3Iy69zjkaV9ReEXfuEX7nX9bDbj1a9+Na9+9avPu81DHvIQfvM3f/NCd+2LxiXts/biF7+Yd77znfzkT/4kH//4x3njG9/I6173Om666SYgPBm/6EUv4sd//Md505vexAc+8AG++7u/m2uuuYZv+7ZvA4IS9y3f8i187/d+L+9+97v54z/+Y174whfynOc8Z4wEfQBghRh2cMKNG5noF9MpK8WraKdUwMp1pU+Nka5wfJk8FYqn/NSXgWpRqiAHnP/PM7n0JqrihIMSob38bgfaBtZqOHnccuJozdQola2wZsLOuYbdHdf5Ga2Y7FNtTiSQtaoWjl8x49rrDjGZhuV5qhbTm03rK76O7XNz2P+v+ElgDX5me4eYN5Ni4JXHXP0ZABYqzJcWt9wAb5jNZtRTz6LZYdnssTffYb7cYz7fo3VzlstFKD/lDFVV4b3D4VnfMMws1JBzkmU1LJr1Bryqfy+U12HV9RnuUHw+n5lz6KuYhr68zkmR7SlpK/pT+ogdaHd4PeM2Jm07OK+8TBQk5VRLJ1QkHcntdr0O+2r3ZciyYZmsZNU3tmil+K5kIqvdrsPval6dGvAH06WM+BJCL/BrRMYlTdae+MQn8uu//uv88i//Mo95zGP4sR/7MV71qlfx3Oc+N2/zgz/4g3z/938/z3/+83niE5/Izs4Ob3nLW3qJ537pl36JRz7ykXzTN30TT3/60/mGb/gGXve61305TmnEBUI5BaQJNy2H+INfOFEnwlY+kQ/TawDdE/xgkjvwNC/0AwnislD0vctflSYOH/uT64ve18kVGCYJLX/McgLWIt1BOXlVAlvrhgefWOfYkQnWeGpjUQe7Ow2Lhe+fb3Fsa8IrkDWDiMG7UDNyba3lxFXrTKeSFSuAvdOf4o5PvBMf7cG23uCOO7dpq29AxULT8oirP9U7v7VPQ3JCu/bI3fy1h4Sk1mvOMJs46vXT3HX6Fu45vcNscoT12VE2149QWUNVQVUbpmsVTbNAVJBYGL2uw+w9ncKhaVehoDzV8t4pLm3vlYMOtP+C7h5Izu4m3Q/DSyqrX2WHVvG6896j2l338tqX28mKdkrn/HxOw3ERza4CIjlVLaF6aqdD9ovfKEH+M3T1P1fMvLHtjo76nC9v1cNSj/gW47iKuOVcxcU5nV+KHDHi8sIlbQYFeOYzn8kzn/nM864XEX70R3/0Xm3Kx44dGxPgPoAxrP44/NHvTWTldpGwDU2Lud3h091gVsupO8oQwuEjfzGxJHPUsLkVJ9Q/nxV9O7iLHtimquDYVsXJK2dsTBTnHaoSiqDvLWkWHHyCHfQRUpSeBLXKtYjCtLZcd+0Gt5/aYHt3h6o1ePU4r9z2Z/+Z6XTG4Qc9jv2zn2b7XMPxk1cxXWtBlZf8i1/Px1i2Bgv8wF1v4mev+p84s7/B3rJmVjfccuZKvmZ9F/WWzY0rmU081jqc90ys4dDhIxjjMTKlvbPFVgZT+VCI3Bqmk5pm4XDGsbUBd+2mM0rwkTgEDJ9chyQuX5sDsg69QJAUcQlBnFK6up+rrx0rfXN6zwv35x5I1y6SmFUqYKcoFmRHu31Wn+TwlhyuTyPnODilFF+C9CQkJppJ+zdfUvxs+WCVdil2P/Bgkb6/B+7dAx0fcTFxMdSw8fplXPJkbcRXMgbSwwDDpVL8eJckLDl49z1kIgzgpZswRfOkoNALIpDhJB0Vjtbdh0pSkLukIKS0ZWmC6m1ebJdTLaRT04MTe4oDKCfeqoYrjlVcc+WM2SSeVmuYzxuapaJN138lqkHpfZosNZJADWqINQar4H3Fcllx9BA87oYj7O0uuWe7pp5ULJslZ84twC8JebMMzsNrfvbfUdeevX1DXZTXe93vPg28cucdO/yrq/6AnzSPY1K5qAB17PiKq65gf3fO3s420CDActFSWaFtGoyHWT3DyhJ86GsyWVdGWN8w1MaHOqFFlIiJjEbjNbFpPOOrrBdampUzedCO9PcufLrmBfGQYTuFYqTF8pXrivtiGNhSbpjTy5R9KLbt3Vd0JvykcyV3tbxLOl4RaIKCxNJUmk8yjWNRN1RTxZCSsKUOadexaO/1sW8mHlM1lkMrSGgJHbw5H0Ed8aXBpRBg8EDGSNZGXMJIv9AHi96u+g6HSD/JM1JOo6EUeaRWtCOKaCjc3k1A/QfFLL5Jp6L0Aj+1K+QtcfYrSVcyj0KcHJNiEPvWU9wGE38pIOTNiu3TBJqOub4hXHlVzZVHaqaVR1XwXtift+zvtbRttDpqNGXJwXbKtAo5dxzB70/V0rY1eMfJ4zMe/fDD/OWn9lEjmHqT48fX2DvyYADq9SsREeraIwLraz63PV8Y3v6hR3P4T2/nb/3CNtb+OT9LyrtWsbFxBq+w3Nvgc5/4FPPdPdpmD0WpJzPWZms0KlhraZctrvGglsViSWUtxipiPOIts4lnvfYslwTHdxVEQ7p87U57pV/I8LbJZC1dL/rjVV6rnvl9cNOWpj8o7tfSNSyyx3RtSr//skNa3Iwr/Q/TOQ7Up94DTrFLqlKgKqQi7iqx7FoOs1bC2rCnL953o9BVM+h1MJ2PFsdc9aXW7iGid8orlpXDkvjiqMyMeKBgJGsjLmF8Eb+2GqaS8H986h9MVOW2X8gheyal9Fn7Pk7l39x+KZeYFdsMUD5davk5TqBewxe5srC5aThxYo0jh6GKvkCuhb39Jbu7TUiLkJQl6SY3Kae5Yp01IWWHmJBzzVrwohza3GBra0JtKh56reXcudu48549WjdlbW2dxWSNul7w4he8iVu/pUsOWY7/f37H17H20bv53/71r1FXSZlRrjbKceuw01BFZLpxjq2tTTbX1lnMdzDGsDdfsLOzCyrsnNthZ3ePu09vs1isM5/P83XwTvFOWJtattZadpZx9hfpFKOB4joUUNNly075BWEqc5iVptDS6tdrS8sx79+TSU1KxMxoP3XLKpRKWfo8VOjKPiqhAkUKkEm1UctktgfvxVh8VBRVEwlaieHn+/4CDd3d0h+VQYBAcfKl4tkz264gpfezGyMuJEqefiHbHAGMZG3EJY3zf/vPx6mS2SSTtChFrCRq5US3gi0dcCz3II5eZYBS7cqTjD84wQ6dykszlyvaKlOM5G5qsY/2JyMXd7TWcPyw4ZqTltlaG9sSlnPH7q5j0Xici6amTBY1thsCCDQm+kqE0BoBY3JlBmNdIG9i2FyvqYyjrqaszyp8u8ti0bLbesyixZyo+fH//Q0cPbrLox65EZQa+uf0id86xD//F/+Nw8cVg0OAKw1cVXVb+nYDXTyW41dfgy7mLPbW2N+b47GoF7yHjU2DF2EynWD3TfBdawRjYpJVH/yg1maGesdFc5+kmySbActXT6EprrOUC4trm5hFNKgXitFBCSipY764/3L7SYnTIieadsqmFw6Sfzg/QUttSP/+UQ3BKd4MCsun704ku0bLM1dUbFTPHKXLQKegQT+Uo+vIqn71iGR5n6dzK8YuX6cBCWY4JufDqLSNuIwxkrURlzCSntGed23vt1eDMtOfuIr0nMPJIO9zHsXt3nomOcl/aib3qVQ6RLqs8cNJqOfnNpRzpL8oT8r9jxhgOoUHXRXScqxNwbkW5zxtA/t7jr250hYJV3uTs4BEZugL2cdrzKsmijUWa8FYT2UNUtWsr00xLKlsTWU9VWU4ceIqPvCx0yx29jlhpxw+vFuckmTCpgTS8ZKf+EN2ZYKVUGBKBGbFSf/FJ67lmumN2MkaLHcwqnjn2Nvbp2k80+k6xlRcecU6y2aPT3/60+wvpsymU9plg60txgQzqXPKbGpYmzj2E5mW/niW4+KLZWncPEWC24JkAJ1Zrow2Ka5379pTECjOTzSG9/ZKiS0+jwyRidGqh5S0a8GldLBci+OFa2aKpxVf7FCOUqd96cqTWs2WlPiQtcKUq0Xn8ngNHlru91d3JGoXFaPP2sXFSNZGXJZY9R3WmOIrqQUJMpwsC7I0VNxKQndgMpNuYulVKmD1hJGOm3zZcv3HFcpIqdABvei/7PBdTL4mKl9r68I1J2uuODZhWnlwineWxaJlvu/ZXwSzV2myLbvQ0TQ5oFAkchJSpzmsVBixeO9oWo9Zm2ArYTZredxjr2Z3eZTT2y1/+enT+GZ+gCT0h0yoLYi6TNTWgc3iwp36yCaTk3usry1Zn0FVW6aTivX1ddalpqpqtre38b6hslAZj28XtG1F6xRb1Rg7xyIYC/WkZTaFxX4g9ajHe6WwCjO8Tfq6UryGxVhKVKHUhIuWrlMyDCbT6IGggkg8EuHPt0ZfjOpdq3I7Kd7ne7S8qEU7mRAm/hhPKBYiyErqgS9V3rjshcQvmkTWFD3VVJBI2vLDEZBrxKaDiqJReh4S1TS+pYdq186KbhWksjQD35uAls9mVNlGXGYYydqISxj+vjcpIVFZi+9Llas37xTvy8nzAFGLSJqBxnkqJaAtJ0M4+Ntf+gCZIugAwuc0SZqyP3STeGrT+d5UiVWwFRw9ZDhx0nLFMYs1DvXQeNidN+zve1wLre9MpSmSUDQ6ihfLEwsU1T4J0FCjN1hEgzrWNAt29uasTSxIRT2ZceyYwd11hoc9WDhz2nDnu1/Fq//vb+Om731bHmPvpUecRWAtzq4CXGkl1naFP/49yx/+4WkefPU+119/mPWJpxLFtQ1NozSNYoyhaZeIKM1yydnTS7bPOHabJW3b4HxLVVWIrXC+xVbK2gzO7YOqRzGZ0wxvjVJp6wUdDJSx5MeGSYRau80K1S0tjCU1O/IvxTUYELpERIY86gCvGjx8MLi2Q/U3XW4t+pdSZvSiX5G8vaaOabkUQrmpoJsmiS8EJyhdsuRhO/1zTd+TVLJseG5DJTxzUaH33TvwPVzxBFUqhqNZ9AJjFeG/EG2OAC7xpLgjvtJx79/+A+adaIURBkpBSby0/yqXn68Hw2OmJKiDXKQ9cpjbT0pM8T4fr1QGioP1lJjiczIz1EY4cdxy3XXClcct1iiuVebLlu1zc3Z3WxZLWLaB6HmNZqZhR+n3syS6nYoYa4TG5KtN0+Bb2N8PCXWXS8/e3oKdc/v4tuHKo5ZHPeIwUz3HH/3WPu941yPyMX7mZ57B2XM2D0OroTapjbRp24fcW06V3/rdc3zqL3f43G37LJZQVVOEiulknel0jclkyubmJkePHuXw4cNcccWVXHXllayt11S1jeXGLMZYQDDGhBQeU8O0TuOgB3Lrc573vVttQPTPy9aHWHUfdl3p368r2hr6auXNVtzPw22SKT5vX1S8GD7I5ECJbsnq972NEjkbfCnz4KW7q7uxe6eZlLLePgdxf4f6AFaN70gERlxGGJW1EZcthpNTmoiGv/V5Urqv+ornXTHYrFAFhBAxWfbHmP7kmSoclKbTcoIUCZPn0NSTTKci4RgVsDaD40cqrrmqZnOzBXW4RtjfV3b2l8znIe+bKybjZH41vUFZfe6aTGNxvSWocEF5UVo83gmLRcNyYajsEiOO5aJB1bO5XvOQB834+Ce3ueWDv8a/fvlTeMOjXhzHR/nUrX/GYx/9mTwuuTsKG7FaglHlPe86jexNOHx8wqk7z/Hgkw+lkiWzyYSmaXFema5NaZYLvHNYI2wcmlHPKsx0ymIeIl8xLX4ZlJ/KCrPasrmmtG3IxZ9UrkSKhxlehiQt5/sq1atENAZkLF3jYXs9gkVBwqLyNjRj5n0LtbV8oyu2yX1YwZ10uF2p5A1OfFU0akewLKiiMbdIUm7TgIZTCAs071kw3BSgIKAu+rnlB4d+P8q3+WuUzn9I9IaDMpKyLw0uBgEer13GqKyNuKxwb3wqkKeifFD59B4n2XsLJBjOw8PjJVXNFK9UClMkfLa2e9972WC6NFWKrIzL0vbFsrxN3A8JaTkOrQsnr6q45uo1NjcmGLG41jOfN+zuLNnfg6aB1hmaVrKqRnFeiRxkU+7w/GQ43yliQrQp4qgqgzE11lYY26C6wFaOyUw4dGiNI4c3ufL4lEd+1SE2JzA/9cHgo0QgYq/7hW+jaVZfu6qYyLdPwy233cGtt51mdx/mC4fzyt7uOU6fvpt77rmLu+48xfb2Nnt7ezjnqSaWtm1ZLluWS0fbehSP8w2Kx5gwjuszqCehIsOqyeB8wk4i0OVY3fsNeXB12ifdO6ndsv0huTuQIrAghqXP1lDpyz6TRUm0/Dney2IG+xb97KlcSR0TX7wcmr3KEzNMCptHoxl0OMTdg4wpxkh7avNQ/c4TlfSXp/FYiVE9+5Ii3QoX+jUiYFTWRlxWKJ/ND3yP0yRVPNlDMfGkia1Yvgo9wpbmn6TARIUuO95HRcys2DmROCm2NcVmuS8rJkrRsH1twmtjzXDy+JSjx2BaK+pblkvDclmxu7tkbw5NG3x+vPqur1K0x/nPPZC4dLIdSQDCpBsb8s5jrDCdVqxvQF3VTKcW31isqTi8dQQwLBY17//gWc6cPstnbv53bF33V9k6+QRaKn7qZ/4h/++X/hozsXymXbAbtZJWYUqYiO867REPt3zmNHfedZLdvYbDG1Om05p6sobPs7XHe89yuWBvb45I8KEKPmnav/AYqkiO3VyZNz7kHKPPSQ68ig+5moQWn0uWH/8mn8Cejx5dO2XAR7pO3XXorlla10txYVbwkMSXKJS64hzycQmRuCLhQcEOSFwmkgUTzZGdqSG1RevuIB3TckCKTYsvlaa8JXmJQfD5vHsC3OA0hw9Q5WHy5R4x4gGGkayNuOxw3t9iH6eOGA1aFDAIxCM9ka9QEsKGYaZQNaj6bqI1nXiQJ7PYaGlq6pmd4oRpJDhui4Qo1RVJ6vtO5pH4BUd0YVLB2gYcPz7hyIalFo9rGhatslx45nPPzp6nabpJOpefKghAKRcl4lkmedXI7no55ASMCQXcEfAqCBaxEhLlSpD9moXDIEynE8TBsm04ckh5xFdNuO3uBTt33cpi73YOX/1XAbh6c59NE356HlxN+UizD8A7b76Cb/rrd/OXH7uCqnLs7n2WO+7a5a7Tuxy74gSHDrU0e+cQDcluVTVeJw0qo4O2dUhl8UbxbRjQcI4WYwxIG8y5c9ieh7jDquOogYSn4SqY9bDKRKliZYWsGPNUpWKVamXT9Vhx+6X7KJtRhzwotpnyrSU1yhfXuEfS472U98/XtSNqHUELFSokMiDJeyTJK589GhXsFOWp6kFdXOd7RLPseyCMiVV2RwlOdN29WhK2MnCi6E03HqntIQZEbsRFxoEniAvU5ghgJGsjHkBIWdgPQFld41Oho03BbJOkjUxoYhSn9+QM81BMqANSNJyDRbrJuZT1e47tJakiEjyEysDGes2Rw4aNdYNRh288bevZX3j29l0IJFjG8lGx4TTp56SrkVwW4syBfiZFp9eRNNmqRz14F9imF89yDvM9qCpPJYJRx6x2MPVMZxVbMuXRN5zkf/z5Ldy9qzzo6/8pGMOVR3b40f/1d/LYbTvhc+06L/2OT/KyF4WioX/6P07yyIf+Hf7s479A097FJz55is9+9jZmZopf7OM8tM5jq4q2bairCu89u9vnaFpP5T1ePa0TRCzWhhQdla1opKWuYWMKO/NAoKsaxHdkjWLctFTGErEplDKxxfUcEIzhfdC71oP79MD10IPbJdVIpEjAHO9Dk/pcHC+fw+DC+0QwY1tVFUkaiojptRN2KXW6znNGs9Km8UEoET0ClYsdDKbStH+ptul5y0aVKnnvtuxzxu4BbBXGiX7EAwgjWRvxgEEgJ8lnrTTdJNWAvKbUDoSCRUF+XypQSKFYRdUrHSMXPqdQRKSbgEzZB0DURG0i9qacmDR8KSc1bK7B1ibMJh5xDd4bvFeWS898oSyW0fQ5UCTKyUzoJvIS5eee1apUQ6IKollyMiA++waCMJlUrE1qDB5bgdM5BoOtHFdcucl0atAdx2zrWgAe+7DbObQemOWtS/iIqwBlfaviiX819PyxX38K84a/wtrsBPecuYuz55a0TUgHMZsFE2jbOpz3bBzeiolyPWItppJYgsvjfRUqMYgPiYK9AwFrhc01ZX9JKOxuOiKdiG0i4YnYCAXhSsMjgljtKMyBseuTtKHyegAriMdQrOipZAX3UcgRnuU1NuVTAZ3ymvqUFDaDhvQskrWy4lzznUz/m0NUNxNpDB5qgokm9bBtIFld7HTyl5TO0B4IXb+rB8yf6Xsrg3O/XwraqLJdfIzK2kXFSNZGXBZY9Vsr5WSQoAZ8dGtOidWLCVMk5nLSNCFpVqKka7h/XAmO/t2UJXFC0thmYEma8mtE5hT4XCcdBBXGIFhQl5mdyXKLgFem1nJoE44dhvWZ0rqGZgmuVZqlsr9QFg0sm0DWkvrTI4lpAjXFnFaQhdXjWbRD6pcgVqgqYTINqot3sHmoZvOQZVILk4mgbVCuKmsxlaFxiq2gMvDcf3iEH/yh/8ihtXkkamGSflDtOeLnvPFDni2jvP3tD+HwYcOb3vSY3CMPbG1tcPjIMbYOG5a7e3inGAPb2+dolkuca9nfX7BoFizbFsSjXvFeMQhGPAZHZUCrCte2zCbK+hSqyMa9L5SxRG4jN0k+ij0yHsfS2GLMSgGpvB7lvono6mD8VVeqaR1BcuE20nhfiaDiowlQBqQpjp50rxIunqORkFhZTFC4wkNFYf7HZqVMc+6Z1HYyfUbV1XfRztak75SJ+wYfyhRa2k8oLYDPpbUKC2k39w++wz2S1h/C8+IAwRsx4jLDSNZGXBboqQukH/L+L68HmtazNAab7FNpyziBpB/t9IQ+bDO9H04EUixPk3r4HGY2QUBcsWNUCox0Sk3y/4LgYI0G4pYmIhWMVbbWao4fMTz45IxDWzXbuzucvmvOuR3PchkUtTapE3Kgq73zyARMQsLb8oTSujRRmqKBjoAo6gXnPd45vG9plo6dnT2OHprh2pa2sRiU2q5TVTMa50JC3sZx7bWWn/1XxxDZjapnPP84K69PhT963Sl++f97FcZ8kte//uH8xQcnaHOGszufimZJxyc/8ZfMz+5jvILY6KsW/OS8D8fDGXzjcdrSNErrPLPaMKkNlRhap7hWMF5Z1sJsCroMPo5ZbSoiNEUC2e2pstkmZxARjHXB3ys+GaT9euMs/fJLcuCKJcLlD5CJrGFJ2EbUIKIxkCKGCkcy5L0eyMW2iqwlJdikB4p0LxQkj0jcyrY0EUXI51MSTOfimGl8cIlRwLnGKSGood8vTXytUwbTuvJcShJX3vNx4X2lz07flZGrXTyM5aYuLkayNuKyw719fxdNqB9JVDCC6VG7yaGYvKwdqCUliSvITGnKChOzRs0n6R7JhCOo6SbsHJUqBlEBZ2JbvlNH1NAVRVSMGNbXN9naVI4f3eT48UOs72xg/Dbqdzi3sx9UDKLiUwxKPo+EUlmRbraTbjVoJHFKz6G+N+mrx7eKVpa2FdQZls2Cc+eWTCuLq2rQFt96WucRa1i2ytTWXHtiuuL6KT6SLRHhF/+va9h3IZ/HJ/7yo9Q8Geopk3oTql2uPrnF+pownVRYHF5DahKvGgmYhrri3lDbOpCXdk5lYOvwOutrNRMJx232lpy6wzNfNkyWBOKr/VQapYpjonqWTOElexAJyXZBQ9F4kVATQeL1TEnrsqwTPw6KeSb1KESx9h9LkmKWozOj/CSS1qf7SHNVjHhZC4Wtd8UxpHJP3Qml9qRgdtpR2KIdzdew8+7vvhvpfFJ6GO+729taIKa3CccPXxAPqDd478vh7YZu8IUviXMvjUf/OekAxnl/xOWMkayNuOxROm03Ck0uLhgy1A+TCaYn7Dw5+34bhZiR2ZsQo+eS6iQa0jOo9pzQkSKiMG6XiJ1EwiTGx+WCiKPLQwZrlcfWnumsprITZtMJrYONjZZzu/s54W5pniMKMquc2tP0WooY+bTy5BaYZTcXGzwer0olhrWp4NXhvadtlNrWLNXx2TsavupBx6nrMMpiQvmmYCaumNSGr3vcVT01Rs4jb1gr3PTPTvOOP3gsD33oFFSZ1keYze7hwQ86xJEjE6ZTwS33MWKYTCz1ZEoVyZJVw9233cO02kN9KL8lxnJoY40TJ67gyis2qI1j+64ziPOc2dtmtg+7UQ0NZKMrNE8iXyLRr8sXN44GkivECglxrE0kQmlYUw3NguQJ8YY8UH09sXsKwiZBcfMl4Qo5zDJZ8xKX9kmNknLsSTygKdZIJJS+uBfMgRtII+OT4klH4/GT6qXaVUewVrqKF9L1QSBH00ZLf/xuhWTFXsN5OolRrt2I5L/54UH6Z9Lzk5Jip1XMbGRrFxfltbiQbY4ARrI24hJBT7T4PHfMP9rnQTclaX4H3RN/SrOQtx2aouLnbOQsfpTKfKBiiv6UXcwBCy7+7ZSMsEP4Glpx+AoaXSJmErzbjMWKwXmP81qoJd0paTFBSbmuPNn4vlfFIG1b2JA0nXASToyGlxO8h7ZVmmXDpz51lgddfYTNrQ3ELamrKdbCZDJBTKAsXuHklUdRPR1UtEKhaZ1SxXxeIsJv/u41vOlN23zNVz062+laf46HXHechz3sQRw6tM5UFrQECr5sPIvFnIaQvqPCsmj2ca3DqeC8Q7xg6wlXnjjJDTc8mNnEcc8tn+POz57Gmh1UPa2DVoIqp84jxmQCbI1FrYlKps9cQFOKk5gfxkQ/xRBRGm4EjaQ3+KcVg57tOv1HCM1PCeFvNvGrCWTNKJKSzarPbQdiFC68TwVs8+G0+3dwf3f3qERzaCoGpQXp0/hwopH4ZaqWm3cu+DCmQ3rtAghSJQ3RoKYZC+IKApdIvChN43A+36Y9cjv8PiVySPenr8idb8cRFxWjGfTiYiRrIy4J3J/v5FCLyPtq/0e7/J2O9IDSv63nuiVZWMqfh30ypXmQ/na9ZKXpswalQkxFmM2V4P+jsWZl6ldXjEdQxIfJt64stTVYo3FC1JCVv/Gd+VNjFGhSNsIhQjBEEkmyChgO2PleCd4XHY+KYTBHxX5ZqKylqgTvPa5V7ARsLezvN1R1xcnjM85tn0W8o7YWY2G5XDCZTFBVrK1QZ3Aaan+KWmyaZE046zTcv/Q7T+WrvvrRbNmT+LblzLlPcsXxa7jy+Fnm87PceeceM0KOEhUQW2FT+QegcS22tojxOCc0rg0mams5cfIkD3r49WxMGmbtAmuIhmxhfwn7qiCuM8pJSt3isqnT5GiVzmQdokQ7h/9Q1DyZQBWkPXjPRtv40G8tRFIWjxUStlLV6N+YTJ7R/C6h/Zx/LN4HqWRTqloAGiNjfey1Fub5dJfH+zD5ofU61ulp6bQKrhTuvTwkmvdJi1PS4RSIkYhc3jQ25Al+mNAVk+8JNenBpPiClw8s+XW+H4kRIy5zjGRtxGWD4W9xUgyG1o8+UaNjYno/fs/PZ0aRg2/TpIp2WeFz8IEU0ZTJjprC4bRT29JEKYCox2KYTSdMJzVVZWjaBa13uFbxLqVE0HxcISTd1aSwJTJUKA+JsHW1OCMZiV3ISX59KbIJVW2o61CzynllOhFsZamM8jUPv5qrrzRYBGOniArWGiaTOvpxga0s3jW5b6ZIRDaRmsZ5COUl2d6Zsdg5hWxdzfzcHRw9+gjgERw6/AGObp1mVoPxYE2FGktVV9iqwophbTZDFO46dRpbGarIVL2CtRWHjxxh4+hRZrOWaq3CtYp6gxGHU2gKM3hhbQz3SlTROrWnILkDaKSA5LE93yPIiuUDcyn5Y2QoagGLsszXL6lhaAVq8SwjsQv7q0nkqtDR8sPE4PjFsZUuYlOgcxeIhPCAM39vfBIMKj4reeIKXlV+D+O94Yp+eTnQfOhLcc+ndsrrlf+uUNVGoe1LgB67voBtjgBGsjbiAYLzfaeTlSgxomFW9bSzFu9L9KIttfs9KsnQMLo0mfagBXz0XQoHLn2PcgJRjTF/JkywVTVjMgmO8s18iWsds9mU6WQPiT5Bvjif1J/U19JnzhTKWpgMy+MXHJJomEvlhwyBzPiQmkEseO+xYphNLRWG+X5LZRzGWIxUzNZmIfrVgGtbKiyz6Qb7O2dYPwRetGf8Ew12xLY1fOo9v8Gdn/oT7pjeTGWFG47chIjlqmMVh6aWiVlijEU1KHWL5ZLlzjnUK9N6gviQymPeLGmxWGtRb0OlAx/9A6sp3kko8F7eEzkCVKJAFgZLEuuGqHolJp6YcRjPcl0mFqZ/K0k3wlEhGlTNTNciS7Ym3mvRAVM8MelMbKLc24O4cHTbP24vGTTFvQC9DbW4t8v+lPe7lv2M+6Qh0XSstFMOsuh/N/KyASk1UekrE1uX7o3dg1e3HgpVedD+EOOcP+Jyx0jWRlwW6BIjFE7gCZExpWksofyhl/SGkqyV04g/EE1ZkjRJZijtZr4cWKAdUQrpOST0WMLkqupDtF5ycioUpqx8xd62IqgLMpd6oW3DMTc3Zmxu1hgT/IQ0mpVUyAESKSNXJmqAGMmpGsjmt5CugnQ6Gn2WImm0NjjbG6MhJUZsr208tobKCutrNRvrBrRhf39Js5yzaBrmi5pJLbRNy9qG8MSnChtbaRiVVlsqCT870TefuvZ81dVP5rpj30RtZiz3P83WxvuYTq/hwVfegTb7LFof01ZUYAUxhslkGmqVGqFplphaaL1j2bpwTsByuc8dp06xd+cVTBcT/LyldS6rPkqhHMULma6Mp0j+miNvC5WKSOKSCTTdGjGuwKiSfcsiUQ6kyHctFTdcihLt0kxoVlIllVjQ8A0oSzaR8q0lgpUUskhkTCpMO0Ag+BLMp3R52lJUqWq8RlFRw3T3VxYOB4l408CUqu0wnUgevPRHQ/CO+mjKjSukOJ8UtFCO173lVRvxZcCorF1UjGRtxGUBPfBvsW4oH/R3Gshexd88wUqIhouELSFHR+bJp08Ey4nxwLHjL1dIYRD7Lb4gitrfQUNCEPUV07U1NjanzCZKVYPxHlkq65smpBuJykRZxzOLPlEp6qlsPV/2sKOklBCFemRMUGuCv5PFe5eJg0nkLw6KNZ7ZpMZIICO7uuT03dtcccVxjh89ivctf+Vv7HHy2kWerM+cm3HF1qLoSmcynE6OIdQATOz1nNu7nnN7wgc/XvGMp3wI8R7xJqhrVlBR2qahqmoq48DXGGMRsYRErWFwjDHs7++xffo0a27K/rmdUD80kqEeemkrwmeFMFZoF8XYu8JkmShXxIhjpJkcSxFk0r9nlHt7r5mUJdUqtZyzZiQ1Ku1TqF0dqyo993vPG71UIQeiiVmNVQ9NZRT1/UWOauYgoZOij1AoydA77ogRXykYZjUYMeKShA5eCTJ43WsDBbyX7JCtuJBDvfg2SCFTadquJHJ0OlU/KMFHJc2RKhwkZ+9gHj3YUUXwydzmhXo2YWNjncl0wubmOmtra9QToQ6iUtiuMBdBUknIfnNGikCDyNwUj4rPBKBPHAORrOuopojPfku9ot9Ehaxdslwu8R7W1tY4vHWY9bU11tc3MKZiUk3ZOKS5+b//wn/E//jIg6K6GFG83d93mThM7VkOrW8DcNWRM7RtQXQI4YftYolvlKZZslwsaZoGD1gbsu471+J9y2QyYWtri9lkyu7+Pns7u8EMiin8BuN9VTq/x2ueWdK9sYNMjkKytpDYP0ZqpnshjnG4PwqaWNzUQeRMqWAS26Z3c/cIXXzQSMlhvAbfr5T+IrQXPnuJASTSvVLyDj9oN+Xx03TacXunnc+a1/T96Y6juU/DPvY/9wIMfD+ClHTfRnXS0RWpH5pqD7gzjPiyYvhbfKFeIwJGZW3EZYm+oFRW+TzPrDpUM1QPTHwigZRkka6cILRTq4LfW8pd5bNC1LWlWQUI7XQrvY+qRF5W7Cgea4S2bVgs59TiOHJkg4VrgH3wio19dKXEENUzQ0ra2xE16clvxVvp+paIaD0x1HUokp4JUjrf4jysqVhf32S2DuqakO7CCmvrM1SVxaLBCpw9bbjimmC2/TsPexvf8Ji7e2NRdmr7jp/i6mv/AfP2URw9cpa//rXvQ5hxZEtZzi2TWc1isQAJps5muaSu11ADbeviRUolwAzWVgiGuq5ZW1tj8/Bh3H5baF0mX2OJElUyOwY/tKHq1h/G3uLEaFZsmEypB3c/2FgZNKIHlNeBrDfYL5sJV7VeSHClMTQpcdFa21teKmWlelbocLkBgf5tfC8z7FBZHHY2KcPZH+4+hqFUv9P6ESMeiBiVtREPCITf9WI2WWVfOqBGaadEEX/vEzHR/oTRe9pLG5bP+cXb7NhPOl63MhRcivm3Yp+zKTaay5bLOWe2z7I33+fczi67u3vM9xe0rc99MdKZOHOwQ8wOb6qohsVZtFTdwkElmlDTjiENhTEG56FpivqNAyUEwDnPYt5iTEXKKbZYzlHXMpuEdB+qnjturVguhGlV8X0vvpP1WXCWV1XallDnMv73wz9wLV6uA+CenQdx612P4Q8+8CTuOnsI1QXn9rbZXy5Ytk3IeGYtrXe0jQvlsFrY2VngllFeigpnKMEUgjImsxmNhhQdFjC5fFK++pGZ+sxQJdqbEyHpUqaFuyEkJTHFvRKPVwQQJGXWx1deTongiZbuiVT4XMpjaXcXrdQdBrdk/lskDzxgPs9ktbvW6QhD3tOZJmOqmZRIWVb0aHDPaHnMsr+D99qdeteR9HbV6Wr/74gvI/QivUYAI1kbcRlimKVqqCIIhfWoZFgFYekml6BWGUJqiPzDHwWz7LMV/bjEGIyJ2kcsxp4mwB6pKfbvlndSgfcdkQhFultcnKUav2S+XLBoHY3z+Db4YKkPucGUghDGEzECtgKxBYHLylo3UCmVg8bBCMlWk+KhLOY+JzktCUqw6Ek839BQ23jaFnzs95Ejh5jUQl0pxnqufUTDbFqagbu+VFVQ6gTBiOHbv73mcY+5C4BFY3jnhx7B7aeP8f6PfRWKBP5lJARGGDC2wljBWrC1wVYhrYhBqUzIUSfiadsl+7tzvFMWbYuZ1NjaUlthYgziBeeikhbHLt1AKaDAA6F2p8GrwSM4Qpym12TaTNGaLo5vSqsRmsvmQ4hmyD7DSQ8IJv5NpadCPddUhind2fEezvyyC4SQFHUSbaGD27/Y7uArK7Slydv3S0bleyhGAvQUsPSKZGuVX6X6bnl66Ci/sKpk8yp0tRdSH02x3b2SvxFfcohenNeIgJGsjbisIIP392JxCRj8qB942k9tFRNLbxcpJvCYJy0RpvMeMj3lF2pF9lczResK/eRoxIkoqjAQ6yUGR/ngQF+cdFI6igk3E6M0wxEncISQj8v0D1fs61VDRnrftZvMqmEXT9sGkjmfL7jzztOcvnubs2d2aRqH+kBclsslzjk+9ZEpywVZaWra8Nfh+dAHjx4wWT3/H/8JAIdme1QmhKHWtVLXE+q6pp7UVFWFMSb4dhEiQY0VbKVMZzCpNaiLKEZCCpG2bcF71tc3WNs6xPETR5nOJCQd9kSzdUeHsklN0oNBx6q6x4TMhjtSywHjaXeZVtyoeVyL61he18HbYoPub6/ZFQca7pGaGSphsuI1VOhSKo1etOkKlOuzL9q9bTtY11PnitXl8hEjvtIwkrURlxXCj/fBX+v8o76KcMUtepNMobJlH/IhE6TYPitkKZ0CmeXIYNu0fZGZCzREEwa1zXcrU7sO1AnqY7I1DQlwnVO8VyQY7g4oIaXqMByQYKpK6wIhSRN1oha9wuHqg8oo3fgVogeJa1pC8tv19SnTaY0QUow0TTCPLpctrvV87tOOj3+wpsWx9I6Fd8xZsjtveekP/jWaZb/Tk0kwky7aCa0PeT0WywollIGSojSDjekqFosF8/k8BBg4JUT4avAVE8W5ltOn7+YTH/84d992CjA86NqrmU4nVFUV7iXR4vpKn9BH2Sv5/0nvcV+yIraS5JS3U6kWYIIJWPNlKY5Pvrg91SrfiORrNgx6Ccui+bRknf3bohS/Mr/LilbZ/fS9KHZOLSaFsGznQFcHT1O97Ypj9apxSbF//7S773ex3YhLCMMb4UK9RgAjWRtxmeLevse9SeM82/UmJOgJXDCQ35VInoLShbpyRd4/T0LlxEs3meeJRoPfWvBri07takOkpFq8DyWm2saxWCxplm2onei6XGg9E1ZxHtCRx04VSvO/Q2N6kmQOzYqcFKRDy6EoQ2SjqdWEY1grVBVUdcWkmuF8g/MNENKVGLEs9sP+xsBkGgbgP/3fMKs/w3f9g2fy4Q+tMZ/DuW3D9734WwBYtpN8QhuTPRbzJYv5kvl8ESI/F4uQ120+z6rdchnzvTXgnWYlU71jf77H7v4eO/vzQOaK9d11DAY3n2+IcFEzIdFYl1N8JLGKFElqM1k7cLN1N5iUr/h0UBK90u8t3SvZfStftGHs5vmxktAU5Ks3J8q9fxY6k2WP8Em0uA7W9U5/SPoG6/ODQPkANWxn1Rd58J0dMeKBjDEadMRljTSRpPf3B4k4lenZ8vKioRx5Fv2AwuYxTk+LSS+1NehX7ttgnRjJ/mxBBUl+aALicc6H1CJeaJaOxbKh9R0JMUa7ovGxH8lnLtf87LWdkrJqTlLanXEidI4DUPrKTfqsXdFvEYOxFocgPlQyEDE43+KcY3ena8C1wi0fnfCJj87Z3X8QrZvx8h/+Jp7+9P/Br/2Xp9DOZpEbdgO2tbnAxuy5YgRjBNe2oBZrDGKEpmloW8W1EoIwrMGaENU5ndYc2tzg8JHDiBX2dna58/ZTkNNpCDlDcCLeKUkwxUWmG9cemU0KUUnIe+qQ9vYPVLufoHb4XJCUz3yPMryFZLBHH6tIWhnduQrDVkoVOn9N0sNG0QtdtfOKdu4Pem4J99G/EZcoxgt10TCStRGXNWTw93wqWlEysTf/JhWh3L9ML5AmXC3JTKkSCH0zDp3aZYuJrpsrwxIf6zqKBP8qDKh6Gp3j3Dr4GpxHnadt2uAtJxrqjcbozaAcheMmp2yXqhPFDhoTirIPz76X7T4ndSWViogw+KjkmVQ/0wd393bZ0CwcSIVpF2FH9SyXjkprFMGgrG1GNVCCX5lWjnkz5UFXvId79r6O7XNH+c+/8SQOH97l7vmkK2sQzorHPfx2qqrGOYcxgvcuRKPuL0FCsIcIVPWEkJrCEfzILKIwsVMm9YTlfIG2DXfccSd7+7uI+OyrJhpLakmfLUghlQ2V1qynRUJl0KwuDd0S+9B8P6zkXJLId7hWJrXTYy8HWzV0ath5j6zFeaXPFNUQhnuVw6H9PheC2UoilxcNHojyuqIfPUh3n/XaoCCOIyEY8RWIkayNuOyRSJDpU6r7sU830YTIRO0m4YF5qzdXa5fNPyhnmpdnE2SxY5gjO0d0z1DdCp3whILprvXR2mVCglLv0Fzwk57pMpUdzX5mGghc5lwmKWDdsWKAYSR96fgGQTGS9aZcd74oaRlMtOrZObfD1LSYasJsUrE2W8OYGlsbTCy59bDHOh77DfsEf7swBrd8Qmmd4eSVZziid/CnHzqKay1bG7vsLmfM2SxG2uPbc+wvw1U1seaoV4Pzivo2BlMIVSWBvFkTFdMQpLFYLNk5u82tfo9KHNtn56jaqGJKVCc7RpQJmwbG3qv+cIAkhHsmsQjpFvfI13DflVwjXp9k5u5h2NZ5IIM3905q0r0Q7/PhPiX50oOndOAUCxWw7EO67fS+zl/72+cHot5D08pLcGDhefjhiIuMixG9OUaDdhjJ2ojLHkpUNs6zvhSLpJiVDph+hDhhd0pYelG00U0sWuzXf+p3aRsh0bSgUqUIzZKkadevlELDOUfTNDDr2EJZEaHn21NMbFY4aN7NBE9DWo5MKLvZVSLxKCP+REIuk+QulUqaGhGMjZGpGs21LVRWUWmoagteOXpV0+MXn/uU8DtvasFbtg7PeOS1n0URPn3r1dzyuZMAXP+gT3Pr9klU4X/+1rcGRc5UpJqqYgzaKHVVIcZgBVwe1+JKiUe9Z3d/l3u2K6w9xOb6JKiMRjFVIGa9QuDleEg3iCUJ75kF0Vj0vXd3dJ+GBK5YqcNFg5uxVLuKK3ngOL3j0d0H50N3nC444UCQaeqj0r/nh/25l+OkNnOKtwHhTGOqK05z+D27V4yT+YivEIxkbcRlD2Wlx1VGf4rT/G8/m3s33QWTI3mCSvUXTVQPEhlKE3IiMonoHOhcmhiVSIhCbUvthdJpVhO8KsvlktbA2tphHJ5l26Kq2Qk7TaQ+lusJ5tSgjyGpjmW/JmVvTHpmKE35/CHWSO0xiqSw2aSiGEQt3re41oEXvGuoakOtQa1r2yXzef+YzRIW84pDGzVXXnWI6WxBVQtntw+BUTYP7fP1N3yab73iQxixeB+OQSwy79oW0ZBw19hAJkPXLG0bzKTOtYQaqz4bHBvn2dw8wpHDG0xquOfsnEP7Hlvt43wonWSylJjumIMo1R2J/2gcM41ksrvmxf0DdMU9hwk+pEeg8r+fBzHKzd8P4pKJt/SX5UOUxLxcX3LSQinLpGuVmhe/N73zKYhb77jFw0f3nei2zdln7s853vcmIy4GSlJ+IdscAYzRoCMuQ5RCwOf78N1LWVC2Vy5MxCrNr+WGUkwc5l6OX+6XyFzRmUzedKDgacytFrezlWV9Y426nmQTUbcd2QTapfPQzP1CX1NMqCGVWOraiP5oQvT9SsxM+32iVCRDEEPTtDTLNvs92cpirKGqKuq6om1a/uxdLct5xwpO3x16cuTohM3NKSJw/XV3UdUtG+t7/P1nvoOrrzqLi8S0O6bESNgwfMZI9M9rowLZ4r3DVoFqh2TDoGqQUOiU/fk+TdtgTcXa2kYw28ZroDFNShfFW6Q06UlW/fdd/YW4sFSPSlNeXC9y0MR536bK8qbr79fb9X61c5C057ZWEKNsypTB8vKQ8RwPPAwUfeqtGiyTVX2Kfclxr1KMxGoePeISwJgU9+JiVNZGXFYIP9pB/bmv7/EqA9XAh3zwpjDLZEWkaET64klSFbKiVrDH3o9Mx3ji6uSbFBuUrmEl1A8VqVAkpsLwqFsi3oUAg6KvXgmpQIyCCSqR80FZq6Lyk82bxUSZxyaSIqehhJCummHLmRdwHsRYprM1xFgmtWVSG0xlqCrFeItv4eE31NSzRHyEO26D2Ybn+BUzrFkgInzq0ydpdUI7n/CRj1/NY77mM0glhILtGgMcBGMNzodKARKDMVzr8S4UFJ9MLHVdYSsLPqhvIgYjFlXlrjvvZrE/Z3NWYWUKKjlHHRr8BU3vlDvfvXIolKTCpRWeAwZ17e6NYhGZBBf3liTbMmTiW+5R3lQ6vIDaKVpZ4e1348A7Ida/TWu0/5wiUVw1kJVfHWxbnm6p8pacMrVZdlkpFMDBd07L05XubTpGb2Tu71PaiBEPIIxkbcRlhqKOI90ksIqYMVi26je+tywRMlZMSvGziIRSO6XfmPb/Fk0h0hHLQNC6/mtUwfCaJ0lPSk4qOG1Zun3apgV1WNtSVaE8VpgcTa4hn/K1+UjUNLbXSXfxrJKqJnEyFg3tZFlpcA6FkpiCGpwjECdjMZUNYa+2DX5s3qBecUvB1HHs4kBNp47ZmlDVLU27zcRM2Nuv8/Ha1lLZGkSxaZwdIdWJClVy+hehdQ7nFhgNg9YsW5aLJaqeFP6aNS8NJue2cThb0ywcrnVUpkvZoYR8YX3z8PBmMXnrzCkkeESGa+/Ps+Pg/ijvsXjtunGKheR1QNBW3NklMUqfV927nWJWEv302FCQs9S3zI6KJ5PiC1Z+n8o3Sgx0Sbu5bn3aZ5hweVVEao+kFdei9H8rHz5GXCIoWf+FbHMEMJK1EZcFCnUh/nv+Kez8KLdN03RJ8spJeoUAcGCiyuuLOW1o5+oiMeNnLeSQ4bYaCEqzDOkpnFNcG5PmCtFPq1QWJKbzCIEAXkMAAQT1JJRiChGN6hMRcL3BCOKQH6glEgqOy2DiJKl5ikvSkTGAiyY+j9gaVaimFls7QqJZz8c/5Dl9N1xxfANrBRHDspny2TuuyMe1QiCmOLSykWC1GBuiS5OpVglF56uqQqoK1yit07AdEqNRNZPrtdmMzemM2XRGu5wzXyxonRvcPLrigpfXOzKHKF95ukjQA/egFvdFlpSKQSxvpAM4WJVgxSYrJTSJxPEgW5Pztps2LbsmKCrBxq/B+bGnfmWKW55GJPJlw1K8L5VqKcYlXKaussZQkTxwnME558OP5G3EAxwjWRtxmWG1+TP8/ve1s1XbDUWTISnrT1oHj5HzdtBNDgV3WnG8khWlnfqKRZioLGARHMtFypcmgWT5SJxsSAKbYwAIBCkRgaSWGAN1ZaiMwRhFvYtO+Sbn7RIPGlOPZB+vPAbFySu9oAYXV4VapSYUpKcF6hC5WYVt65llfT10tPXKsSsN3/Hdhk99zPGh97RsrBve8/5r2N5Zy7Px1Se2McbGVwjC8F6pqqBGijGIQusdoX5qqDDuNZhv29bhFawEcutj9GxVVRhrUfUsmyVNs8C7hsQgVKWnNBWXJl9FL0oKY+keFCJhi2b5nmkv75nGlJ56lPnUAWKSFt67ra93O/WWrEK66GGcNUmrSdHLZK8kZcqqclZdP+PfGHxioiKXVMzeoRPpLx8ItE8AC+G3+3qUJG94Kv2PIy4BjKk7Li5Gsjbiksa9T1l9HMySdv+hkGs0djMsfWk/qlqdoiYxyG+ong0m09hOJ3j4TlnIZE3ico/3DsFgo5lOfSQmxgbza2mzGkAMVBXYSsE4VCUSLM0dS6avPEkXakaeQGOfkr8bRAHOhdQdEu1Zy2UL1sPMUlU1iKN1LYqyf64ClizniXDBQx7e8JCHn8EDf+Pb3snDfu0sb/i//wp45VO3XME1V+0DLhMFiSSgrmvQUIbL2nASVeVZLjyt86SareolBgwYvIY+7+3tsdzbxYjBOIfzLT2Tpfge+chJhDURmOKCRlYhxYXulvTZ+zAlRp54ynuqh/LmG24weBBJ7R9gbcV+xcPAkHQF1TSVs9CDYpwGRbaXvy/2O996aXwkEF58d5wyovQgsSyOVX43znf2xfgVX6dhd0eMeEBjJGsjLmlo8e/nt8/92244SUVjIVo80uUJJBOruFwGEyMHJxCR4UIKwpRmKhOOJyH9g61MIEAiocC7N3hNqoXmwAKvLk+cEumCsaFmJ9Hs5WN17jDxSnZOSppQ6bQ+EFwoU3+oB3wILmjUsVg69naX7O63rE2FSVXhnGKMx6vHe2iaMFLzXeXI8aB0Gem0KIBnPuvDPOvZH8Z7+N//2V9nvpgHMxweayu88zgRoIV4PorS+miIjHZfUYtrgiLpxeOi4ta6Bu/rIDd6BXUs5vuhLFXHtArSPCAFBaEtLt/ggvdVtfKeGd4fqwhUdw9+HnpRQaLyZSsYy9B/kgPH0/y3d8hyPAbHO/AQJOW4aEfo0nFLFbHoc3GYvN2wj2mb8kGiF8ywYjxWNj7iS4fzPoR8kW2OAEayNuIrCOXkk35XPAcnJc22oi5JbDl5lU/3hWWLxEKy4HEv2e+Dr3oyGfkuYEGEST1BKsXhcW0IGGgbR6RmeAdNdLkySWmLQpExZOVJVYMSpgZrgnkwJEuLcZ/eg0pMheFRgi9ZcOwPUZfGBP83wRDLwNM4aBrPYndJ0yqb6zOa1tO4BmsrJpOa6brn+kcFInXsyqo3/lKMeF0H0mAt3PTP380H3n4IYywiFdZaFq3HLZc4Qj+rqsZ5cNGvz3uHaxVr6xhc4EjVKIwoqp6qmrI+nVChuCYS0Jg4LxR0D6zDJtKrwyLvdPcDnaLVzU2dMmWgU1OHl39APEjbarnVkGl0DQ0VsrSv92QVrHdMXXEflgRrwOiGDy6pN4EwCWoU7/vnkUicd93DzJBQlYEQWQ0cfG/K71bqdybP5VCk4UnjGMXB+2k9HnExMZK1i4qRrI34isGq3/NyGXQ/+sPPw4km70w3oZWT26pjr1TfBm9UQ5b+6XSCNSGhhNcG1WAaTFn3xRVESsi1yHPt0CKiL8QBBBYpOVxPM6FLlaxSElnvCYQltmcMiJc4GccJW4S19XVoPVUViqrX0zUmkwlVJTzt/7XN4WOwu+05tBU6F4JoO/lj6Ej+J3/yYGp/NvjZITjnAI0+bCYQyihXGmNxzsf+OqypA2kIkmMkrx4jJvtSee9o2yZfYAGMSki0W0qedIXvD1zHyCRCvXnprllxHdO9oN0mvYue1VbtPt+3Ga+/wVAQuz9YFT3a2z+SngP90S4KdlV3eulr0jIKTjUkmHRjVG7fa1sKVS19B9M+A8LGcN9xgh/xAMRI1kZ8xWD4277qtz7MCgYVn7fpmWaGCtlQZdHBRCedQtCz0hREL+9HTN3hPFYMBh/6EQmEsWVDgilqkqJgpMKKRaSJDUYVSWMVdlFMVEc0+RepDXU2iYXI8YiaODZpDMJBDTGBrgpGDBiPlUCoNOZ6C0TLceSKNON2ss7rX/dXePNvPApw/NS/fiuPvOF0VlLm+5a3/fYj+eytm/zTf/A7VJVlsVzSLOasrU3xUdJxLo2HD8tiJQVVly+o9w6vLkTHqserYz5vsN6hrsGnagI9hDEI10ZJWT26epfdBUvXqYsELRhZTr+h3UXtHSXtXKTnyOsKFY3BrqWaRSRHqdi5dIcaKncH5ORhm5Hb9vpREjaFkLNOch3aIctK91Kv+cEDT+85Jx2zIFzlw1C6ZXrPROX3Srt2U3xN78s14suCMcDg4mIkayO+ItGbDIUc0NerRi3dRJAUgjSp9OarYq7OT/4cnDcCEZC+rCAmfvSpiRDV2DrUBFXMCixFEBuiIrMzvQqivvO3EgXjSLNwmg+T75qJ9bIyWUwRkCJ95/HQrUDMoiqnPphqbewPCqYSZsZS1TCbTalri7HC2sacKqbRWF/vHPnvOb0Wzp+KH/7n38LGxoLrHnKGz9yyxXxRs5xbIKQfWbgl29vbTOsaH+1cIiakIynsfcZYrDU431JVJkaRpusSkuJCiCStDHhC0MNKlNc3EYnyHihIUbruWZEsCE/wRTRIIpSkklId4TtAFaPKCcXtIZ2aNXxo6D1AFI6RgWgdoHo9xSnfgj535yCPS+QoEbd0jsXykqMO+Ft+U26W/nrf3/bAfFy2W7TdC9wZnlv5fuVGI0Zc3hjJ2ogHLtKkrQd/z9PfUjgJnw/+wsvgQy/dQNlgMfNEIasjesRJEu2TvV6eg7BR03rm8yWTSnFtHX2vUskoi+AR8SHykUK8EpcVC/E16ipEl8GE6jT756l2akhK05FLL/lEECJJMJACHyD66cf8H1JVwc9LQoknENpGwTQIdRyHTllbLGwePFXYOTflzz94ondl6roJaTe8srGxiYnv62qC4gryE1S25SKUnDJGcG2oahDYZOJaQUasKoNFECrEBBYwVIlyQEivRwffC+RcYcMggRQ9KlKUrCpaKUl/iSieHvB36/GuwvyXsquoxhoKxT7h+N2hM0+M7Xjf9aN3bqtUqVShTAriVHY+31SDthiMpfa60J1PsW8mY+cha71Dy+Azg41Ghe1LjwMX+AK1OQIYydqIBzK096e3uORZeaIdzmoJKxSEIcmDrqA69CeZoZTfm8Olm/iD77/inYYoSOPw3sXt++pXpDzZFCQC4qLrvobktyEkIGbn94pYQSIbCHVFJSba1ZxqwSWyFv24NKoqOWKPmHwXoKpwrqFdtoEEWc+5s3PWtxxEslYOZbO0B9lQb0AA7zCVxbcOKxKDGwRrK5wP47FYtDE3XMzz5j0ilqYNZC4EKMTi6upwywWNrzCVRP+/QFi8C8l9y9LqbbwUud5qZjFhTNIFHeY1FtLqlJ8sa27FBh0h7PKpaSZOPXN5fG8ATQEh0CNlEPYxhPx35bFK0leqZGmf/IwQ9+9ScKRrHDa3cbeshh34AhTLBuv88Dlk+LWSggQOiRr3Y+6/t5VDgjtixGWOkayNuOxxf60ew6fycpI5IJINiZl0+yUzUtq+JF8HFJOhDSjtVEz2eVXMfebVoEgxiaWS1qmEwcHzUAUxkSR4csBBeUiNpsQ0g2kxo/cVHSmWJ3806RWYN1XFZFqxv7dAnaLeMN9vueuubb7mcVv5uCbmLPMOTt+9wfkR2Erj16isRX0ozWVNJJjqMJHRturxPpTgMkYwPiToDWzDZHKbzktVca2nRXDexRqjXTLglM4kq2QFqRpKNKWJUYZrRSJJ69pJ5uje5RowuFgkoEfqNefSC/1I5GnVPZ4vXXnPFsqTT+eTHg6KffJ76edUM7L6WGXb5Unl70s8l1yEfbj9vbTX8+MsG1iFkYBdchDV+DB4YdscETCStRGXPT7vr/MKUrWyrSimlJNQj8/Qf3DvJykdrC9UNwaTnUAvBYESyjRZUxFIVXT0jypTaiK17Yq2LX1CUUKEnMyWaKbzLmwXrYuBbKjJ69GgQNloWgxJZxXfetqmoVnsQwM7zZy2DWTo7tsnqC57k/D+Hvz1r38be4+YsbdY47ff/je7M8gEMmC5bPAuJHZTIwgO3y5pG0Nl65DOxAeFr2lbvNNgBo1STkqkKwR1LaQlsQRWFkldvhYd8Up9zQOradPuwpXRwkPxpk/ComKZ1vf2O/h44Yv7JatwxJoJqmhJ0gvnLaULVEhpYyg2K88t9aMQ1cLpD4h9/6QOdPWAqXa4X3nnlerZKvR874bLpHMl/YLJ2TjXj3iAYNXXdMSIBzQOKCKDz6vmoQPrywkl5bhKBG5oytHu1eNriasUZqMwUbWgwZwXlJlwMCMmRymW031STlyciH02xXV+U92k6UI1hDiBtm1MJKsQzKcC4lF8P9WDhLxrPvp6GRHqynJoc43ZdMrevmNnp2HryBZNU/PH/32SzWAisHEITj7Ys7nR8p4//Tr6I9HZyyb1Et96vPN452jaJfPlnGWjtM6xbNuClAlVVYXkuarYVBNUQr44kRAxK8YjxqPGIzi6EMLyIsXeFNc1BWGElCGpr+GVzYo94q+AR8SB9KWhvKekSNvuoIFEk3lkCZ9GJx4wKw256Ui2lZ77Y/JLJLobZjNnWpf6lc5Bo2nYd/uXp9WdeV+1S690tioUAR7970J+wBiQwJKcnY8gjrgMoBfpNQIYydqIr0Cs+g0o54v8t2BEWk4qKxoslZVS0SjNW0O9K5uuhhNtdOgP6lDMLaYWERuLmZNJYuaIEiZa5zQTqmF/IPlqRb8z6YheII0mR5WKiSbMQh1L/RQBW1kmVc3mxjqCsFw2VKZiYi1W4BMfnB4gvUeuEE7ddQWnzxwtBsFT/gxdeexM9KWrMJVFjMQcaxrP0UdC5hDx1FXFdDrDGhuUK5GshCVdS32IsG0aF5TEXs6L/rUYqjv9a37+mePg3KKseps/rLgBy5Ks5d/zCLIH15UMviBhw0CKXp8TiSsfJiK5O594tqr76fhaHDf3Lx9fOgIn52lscJLjXH35IKXuuNCvEQGjGXTECM5D3uJCP1gh5fsBAxtk/sgvQ/fDU86deTKTwCFUBC81pqqjGQ88Hk+Q70ylWBMqGGQlrigs7xyI0TK9WTGRS6gz6hW8RBNTjBKVSBLRLhM9eY4Nqp2G87NGsALOOSaAeM/SL1jbmOClZdE0bG7OQlH1Yujmu57a3tOdMLAx3WF3cZg00o9++F/GrmokpjVgMS6UbFAPrYtkLKYvQQRbVeEzgX14F87DOaVpPMaHgarE47XF+yVOfUj2WyhceajS9TUU6lAX+phMgSnH2VBNzbeFdi1qZDJabkinQGkqGVv2Q/vLev0LwxSuY1LnuqHt3cPh+IOd07J0jPKm1KKpwbmVbaZVfrgNKwJFB/dUOve+Olk0eh6SOWLEVyJGsjZixOeJcv44oLad57PRTj8qVZhkVgquZIKKsHRgrEWMB2oUh/MOVZv9sUycpYcRd0PhplNekvkuERPtbaQEta3cV5P0UspNEjJjaJJinKddLpHKoNbhaVm2Do9nbwcOJR4GNK1y+50ne91dNJP8/tjWKdYmt3LuXIWtJKTbqCw+eG6FAAMNSYM95MAB55Z4HxRF7x3GmsIEHNKdqEbTpwheFZfqqqoBceQ8ufFcUyq3HGggcdtE7MqTSApQSYzSqqKdYnO088YqVkgg0vl49I3EPfmqO6ZCj5yvQqly9YjlQEEbKosl2+pZYBORjcc/8D0YqHU6GIRsms03G4NBhQPfpS8UgweqERcJF4Ncj9ct45I2gzrneNnLXsb111/P2toaD3vYw/ixH/uxzqGW8IP98pe/nKuvvpq1tTWe+tSn8rGPfazXzunTp3nuc5/L1tYWR44c4Xu+53vY2dn5Up/OiK9geEJaiBaS11RUzYJq1XhofcgdNt/3LBdNqLeokolUKuJujFLFUlOpFnxKchomxTA1h7qXkJWdFP0Ycb4sGnnC9uCdIGpj2aZOBUoNeJT9+ZK16TrGWLx6mrbBe+GOz9he20ev9Hzo44/M/TGm7RW0PHPuKBsbM6ra4p2nbRXnY/Z872iaJc63OHU459CYP222NmE2nTCdWiYTizGQkgyLSAiqEAVpyeWqJJnk+gzrwNzQs+UV5MqsHr8D40nU0opqE0Hh6tpKPmSl4pSOnRW18xxrmMc5kc6sCOZrJvlUeqdEd+x0hr68R8pt4waluTab/KV78Digkg0JYXEPmTK2JDu+sZq8lW2mt+Zethsx4gGES5qs/fRP/zSvec1r+Hf/7t/x4Q9/mJ/+6Z/mla98JT//8z+ft3nlK1/Jz/3cz/Ha176Wd73rXWxsbPC0pz2N+Xyet3nuc5/Lhz70Id761rfy5je/mT/4gz/g+c9//pfjlEaMuE/41tO0PqaWKGfO4MdmDEjK4qEH5ypfeL+XuzunuDaSuiIk8KAPkYSoz7idCGA1h+apKm3bgoAzjmUrbK5tMJvVKJ5m2bCYp4jODss9w8kr78ifDx861ys+vjZrUByIYzKtmK3VTOsZa5N11mZr1PWEup4ym82YTCrq2lLVlqqyGKNYa6gqQ0o8HM5L8Tg8Dqfgoi3QmApriabf0IlSBfOrTIb5GtAnrpGMmHQtSjMkBRGLH3rELDOkuLK8Fmmn3q90t00K3I3ZWg4eT8rmu1THkplV0WrRSS0+DxVBGeyj9O+l4k/PjHtvPnD3h/SW2/b6cF8pPrgf60dcEIw+axcXl7QZ9B3veAfPetazeMYzngHAQx/6UH75l3+Zd7/73UCYNF71qlfx0pe+lGc961kA/If/8B84ceIEv/Ebv8FznvMcPvzhD/OWt7yF97znPTzhCU8A4Od//ud5+tOfzs/8zM9wzTXXfHlObsSI8yAkxQ2+Zd5pmGg9iPGBqEmq1hl+ye4tz2zU1ADpIv2KbYQQ2elVIyeIVREiqxCjaApyIKltIb1Gs2ygdngVKisgLdZYZrMNrDVc/6j+L+3Ze0C9y5/vOXuUzY2zLJspAI+/4f0YNVgrWBvUPK9K61pEAhnLfbYh8EDEBlJhbYy0NIhxMb9bOHvvfUzvEZQ0XzAZ74NJMsTc+kxUcvUJk8YpjngxrkMSFpYXqTQ0XZw4dgNz3AElLRLEMmfZwQvbvZXI1lM7JccrCVNJvlL/Vhy2l/i4d7j7mDB7UcOpL0PiF9EzLxf7GNNt1zONjhgxArjEydpf+2t/jde97nX8xV/8BV/91V/Nn/7pn/JHf/RH/Jt/828A+OQnP8ntt9/OU5/61LzP4cOHedKTnsTNN9/Mc57zHG6++WaOHDmSiRrAU5/6VIwxvOtd7+Lv/b2/d+C4i8WCxWKRP29vb1/Esxwxoo80wQURSDEiWFGMBlNmmkEPZHEo1JJEOLqUHX1FqMcjvMZdkzSiXQRrtHll5/e4o3OhtJOBoHIZZd60tN5CLAvVNFClQgYe7vyc487Tx3vnurVxhm98wm9ijGE2nWDsBCJpCgEN4fzFWAwmppgIWX9z3KeYGDUawyVUAykhKS+Cd4JagxqDquDxLFulUXDoAX+9bC6M5NhIWYisYxrl9p1PYto7BXoUQQzpGIUKVZIT7V2zbpwOKFo9FhXO1heBJnl7pRdpDJqLt2dVVnqn1COhKZFuLmOWO9RX47K4Vtx/iQVm8qj9tsuxu7/+aueLbB1xCeBiXJvxWmdc0mTth3/4h9ne3uaRj3wk1lqcc/zET/wEz33ucwG4/fbbAThx4kRvvxMnTuR1t99+O1dddVVvfVVVHDt2LG8zxCte8Qr+z//z/7zQpzNixOeBlCSLYK5zCi7+jaafnC8rT97F8hjiqSS/oEBgJNrqRMlRn+FHNjn/uGi2ElRTvGg/uas3BqctrnX4pkHxLJd7TOqaxX7Dme1zGAP/+f+qedpzWvZ3DB/5kym+VbYO7bA3PwLAdLLLk7/+PRgzZTZdo64rxFSItNlHzzuHmBoxRD+1cEJWQukoUbC2RrXt8puJkqJCBUFiYICigfSZGs+C1oWS7m7o6E8x7/jep/uBL4cs9Hkey933Jl/oIc8XcHNvPbw/6t2IEV/puKTJ2n/8j/+RX/qlX+KNb3wjj370o3n/+9/Pi170Iq655hqe97znXbTj/siP/AgveclL8uft7W2uvfbai3a8ESNWI/pSGQHxtK4NZkgtSq2X5AwK/yYp/u3UFmMkBi4kg2cyz0k0B7roX5S1pVD6KRRTyL5cYi1iYWosRw4fYr6cU9cT1ghqmLVg7YQ//C9rGCNUlbC2ZvnWb/wQv/Hft0CFp3/THyIyjf3yqCyRmLJDvaf1LS5WWBBJqUo01zP1rg1kTFpat8C1Dud8oWElY7FDtY2K1hQRm8tOjRgx4sLgYviYjT5rHS5psvYDP/AD/PAP/zDPec5zAHjsYx/Lpz/9aV7xilfwvOc9j5MnQxqAU6dOcfXVV+f9Tp06xeMe9zgATp48yR133NFrt21bTp8+nfcfYjqdMp1OL8IZjRjx+UEzEwtpKTSZ1grH6pystiw3JJrFsmRWjTpb3tEYiSkuCMvEd+2ID6ZBKXKKRX81TPAZq2vL1FosBltvogLTiWFtc8bWZkVtfcyVZlFVrFXquuY5/9N7QhdlSutbIBZe11CQXUQwapjNZqHYugvUVCEmv3WoOtrWUtkpxlrqWtjd2cNWFomKWrAYhzQdzjdYb3FtGwvCd354I0aMuAAYzaAXFZd0NOje3l4o0FzAWht8VoDrr7+ekydP8ra3vS2v397e5l3vehc33ngjADfeeCNnzpzhve99b97md3/3d/He86QnPelLcBYjRnxxCG5iwUHeWrM6p9YgSi7vK12woY/+XoHw9X9ZjfGIBLNrF6GpXbvJ1KrJST+kzrAWbBWS984XLXfffY677tjhjjt2WMwFYyaRFIaUHsvlnPl8n+WywbVgzQy0Qr0gWLxzONcgIjHBr2EyteEYMY+a9+HYqsF3rm0cbfwbolcVJCRK8ao4Hwif98pyuc9iMc+q2qitjRgx4nLAJa2s/d2/+3f5iZ/4Ca677joe/ehH8773vY9/82/+Df/0n/5TIPjVvOhFL+LHf/zHecQjHsH111/Py172Mq655hq+7du+DYBHPepRfMu3fAvf+73fy2tf+1qapuGFL3whz3nOc8ZI0BGXJHwyN0b5TDCIGGxlsJb8BJuy10v0bs+Fm7QzSWj0ZtdoOnWucF4vfd0M0TE/HDvxQVEJ5Mx3PnLaKjvbDfOlslYpDoOtlUo905nl7Lk9JrMrcWrZn8+pKqGyBq8eF2U+7x3NEiZTQWw4TyMVEM20XrFVSKvhnEN9it4UxITggnbRgDjEeNqmDfv6kM9CY/Ix9RojUEOARdt6FosW30az8MW9lCNGfEVhNFtePFzSZO3nf/7nednLXsb3fd/3cccdd3DNNdfwv/wv/wsvf/nL8zY/+IM/yO7uLs9//vM5c+YM3/AN38Bb3vIWZrNZ3uaXfumXeOELX8g3fdM3YYzh2c9+Nj/3cz/35TilESPuE8sWGq+oKKI+OskLFsO0thjpCF1KiJr914hkLCpqgbCFX1AvqVICXZBCOmgbaoHmIIIc3qi5JnnKP+ZR7rhnn09/xrC9EXzTZlMTyBQGU9eItZzb3WFfXEjDEXJpIBiWywbvDJPJlOlsibUaAxrIf40YKhtMtj6OgarHuWCONSht4/ASxqltW3bPtTRLBRuCEbw2KGuEn7mQnC6YWyd4PFTzA+XCRowYMeJShOjouHGf2N7e5vDhw1/uboz4CsFGVfHkx9Y89EjN4UM1VQ3tsmW6VnN2Z4+/+NgeO/uhGgIEguVj9QIjoX5omfohWTWN6dJCUCbGJWxrLZ2JNQYkVAZsZDROhZ0dBSOsHbacOGZZr6GuPZZQ6QBrcAjTyYza+BChqRIT/AIYvFNEYkLbSQoe8CyaNiS4rSyKUFchqsE5h+KxVmgbxYiNRA4qGyo1uEXLPad2OXV2n3o2oXUhsODkiSMcOlTRLpS1jTV8s+D0Gcdeu88nbjnHuz/qmY+/gCMewDh79ixbW1sXrf00Pz7+O3+cqp7d9w6fB9pmznt/9aUX/RwuB1zSytqIEV+JKJPQQkhh0baeymlI8OrB+SLpfRFE4EVz1YFk5uvl3Yr7JFMpSFDw0nZF0EKS6dRoVOEC4bICx45UbB2qqcRhKsWoQbxFMYgPn6t6iq1ajDEYUwVTrrUgDdZUiFjqqkIIyW81JoYzpsKYUJlABObzfSD4qbVti1CFZLltg2tb1CnOt2BCwttQpqoO+cF8SlLrYqSrYqwD16zIMzFixIgRlyZGsjZixCUH7WWZVwJJC/5Xwe/LuWjmLFLVew0ljxIZK2tGDpOVdolIu/QdXdLbdNyUnjZ88C4cY1IJdR3sol4c6gTVCqPBoc5ggrnVL4M50gXfNCuWugKvQQ2DRLg0BAzE6FURw6SeYmSCNcLEhhVN21CJDeOhMdK0qrFmiq9q9mdL1Bi8WeYgJI8LRFAJQQwCRjyqDudGG+iIERcKY+qOi4uRrI0YcYkhECqT1bJQALK0YQI+ZMWXVCs9hnzm4IBEuIpIzgMKW5HlvvjTzygf85uJJwcZTCYGfAgSQASjoVRT8AtzoeyT8bmfmFBn1EvIgwYWVRujOxtUDfUkmD+NMUFZxNG0C1y08ToXFMUQiaoxuCKMSfBnC2TStTWmUlR8Ng+3jeKbUJQeJ7TLimZZ4RqP9tP7jxgxYsQliZGsjRhxiUEB7y1eIwUSgyIhK7+YUEfRHExrlMoHpRJBqdZjIaCF7QbRoOEYMbK0JHQpACFu46Jf28aaoUoHSOZYFJE25HIzChJypimKaEq3o5F0etAWSLnVAgFTJ7EWZ1Ta1OGjjbf1Du81OtoFUhfIq8nRpR6l9S2VgniHInjnULWR7DV452h9i/cNrfNj6o4RIy4Uhj9IF6rNEcBI1kaMuOTggVYFp4onqD9Olyg2lI2SUDZq6IYmJpCulfUZU5qOZO5Mr6S6mc4U2hPctNtWJKhqm5s1daWDSNOQZkNUcK1HxeHFYzGICXnOXCs0tBgLxtRIVNC89xhXUU1StGaL4jFWUTX4tqVtXWg/2kVSShJjTExwm3oc32ssNxWZaiKAoW6pRuI3zgUjRlwoSFTgL3SbIwLGNEMjRlxiUBW8b/HeB5Ljg8oUVCgKNhb++MBRAlErqhZA5izZHEqZLy2m4ug9EGv/byrgDqHdyZpgbEMoMBnYX8gDZ7O51hgTVDHf4nwIClgummDW9A6vDuccrWtpG0/betrWxZdHNbRnZUJlaiaTKWtra8xmM+p6SmWrUOXAEPsROpkqL6CKSNgmLA9VH7wWql0kcCNGjHjg4BWveAVPfOITOXToEFdddRXf9m3fxkc/+tHeNvP5nJtuuonjx4+zubnJs5/9bE6dOtXb5pZbbuEZz3gG6+vrXHXVVfzAD/wAbdvy5cRI1kaMuMSgCs4FsqauAm9AJ3hnozrme6oYRFNkyo0W5bEoPsVan4EEJnritVexqju2LQITCiKXjjOdVSHVhgsBDxJXSrS/arTBWjuhMmtgBIdHRSLBqjCmBvHB+V8UjEVTkjcRrK2ZTmbYymJiig7vFe/CY7YQKjlUdRXIqVGkEkxVIXgEk8cgNKmIaVH1gQRrqLF6Maw2I0Z8xUIv0uvzwNvf/nZuuukm3vnOd/LWt76Vpmn45m/+ZnZ3d/M2L37xi/mv//W/8qu/+qu8/e1v53Of+xzf/u3fntc753jGM57BcrnkHe94B294wxv4xV/8xV5+1y8HRjPoiBGXIFQlKmypEKig2oZSSw7UxQ2LQACki54qeVuyeypdio7M1LRoozx+saoka1WluNaFgurRb84YG53/fTDTmkkoC6chMa21E4xYJNphNfYlmHRBvQlJc8UGUqYaIkYB5z2ucbSpioGEKApjK2ysdqpxOx/bg1AtIVRtiOpfYJWxTFZ4PwprI0Y8sPCWt7yl9/kXf/EXueqqq3jve9/L3/gbf4OzZ8/yC7/wC7zxjW/kb//tvw3A61//eh71qEfxzne+kyc/+cn89//+3/nzP/9zfud3focTJ07wuMc9jh/7sR/jh37oh/iX//JfMplMvhynNiprI0ZcavCqtE5ovdJ6j8a6oM452jaUfhqSrDLKUzRzt7CJ68jW+Z5U8/qYLLeX4iMqeEYMtQH1HrGBGSrg1UeSFUhm65XWhYrwxhrECGKqEJ2QAiO0Qr3FO4mpSaBtHU3TslgsmM+XzBeOpnG5hJTz4NpQM3TZtOzvz2mWLc2ypW1CXhHVkGA3nZB3oGpIP3UabcLDhMEjRoz44pBSd1zoF4TEu+VrsVjcrz6dPXsWgGPHjgHw3ve+l6ZpeOpTn5q3eeQjH8l1113HzTffDMDNN9/MYx/7WE6cOJG3edrTnsb29jYf+tCHLsRQfUEYydqIEZcgnBi8SFSwDMaG9z742edvbhm5KRoDMemvK02mQ9OnJEVO+m3l9bltYX2tYn0KRjT6xoWdvQ8ELvjAGVQJSphaRKaomhjJGnKshW1i+g4sYGOKjZDao3VK64n7V5iqwlQ1xliMrbGTKZPplKquUEKtUGtCgt26Dlqg5mADAbUYCTngtKimMPqsjRhxeeDaa6/l8OHD+fWKV7ziPvfx3vOiF72IpzzlKTzmMY8B4Pbbb2cymXDkyJHetidOnOD222/P25RELa1P675cGM2gI0ZcgujIhMQoT0ElmAuNaXNNy5Q7rSRmKaNFaidtN5SRUuUDMaEUVYoGhX7EqPdB7asnHufaaLoEFQMmqFgaJTMh9lEEVQeYmADXxXQcEmudQlF6vkecNFSxx1hLF8gQOmxN9FMjBFtYG8mZD0EGxoQKBj6afI0EohaqMGi/xNYXc4FGjBjRR+lEeyHbBG699dZeuanpdHqfu95000188IMf5I/+6I8ubJ++TBjJ2ogRlyC8i6ZFWtQH76xQq1Nyjc9krrSWWFcqBA7kXGt022RCl35L4/teTELajoPmQWuI1QeCygaKMYpoIJOigWSJ8YSEvg6vHlwVi7gH6ieRfBJTkoRqBCFCs6oqjFWca2lbBfGJykVTKMEsrCFCNvVLYuJej9K2mstmSWSwKfghLLNjPoARIy4zbG1tfV61QV/4whfy5je/mT/4gz/gwQ9+cF5+8uRJlsslZ86c6alrp06d4uTJk3mbd7/73b32UrRo2ubLgdEMOmLEJYZUTik5yHttQNoQ6SidIna+AIGshhW+amWQQBclWZg+yzbKaFANbU2moVRUylsWggM8YgRrBGOUnEYDjzEWG1NsOBeiIbxXXCaPwbwrYjIxTSWoFKVpG5bLJctlw3IZaoA656PfnqdtlabxLBYNy2UbaqV6aFuymTPUUI3ELpFY2+ZcbSNGjLhwuJg+a/cXqsoLX/hCfv3Xf53f/d3f5frrr++tf/zjH09d17ztbW/Lyz760Y9yyy23cOONNwJw44038oEPfIA77rgjb/PWt76Vra0tbrjhhi98gL5IjMraiBGXGBRonKAYcrINDRUBRKRTyCTmVlvRQCZzBDNn5l8albQycS7JrNmZP8OO8Y9APQmBBDYe38QDd8lAQr41iKTMORDFGhu2jQlsU3vBbBoOYEyodOAcOcFtMudmnz0Tzt2rxhQgwYevXbYs2hYE2jYED3hNwQ8+1lR1eNciVcz/lmqFanGuI0aM+OKQHh4vdJufB2666Sbe+MY38l/+y3/h0KFD2cfs8OHDrK2tcfjwYb7ne76Hl7zkJRw7doytrS2+//u/nxtvvJEnP/nJAHzzN38zN9xwA9/1Xd/FK1/5Sm6//XZe+tKXctNNN90v8+vFwkjWRoy4BLFsDU4n0cFfov3RIyaYPZO5MuVTE+2rZ0lwGypngQDR3yju56XbVOJhk49XXUuoAJBqWqlFqMO+3iFiO5OlehrnCXU7oa4rhBB4kGqGapdYBCPRlmmif1tMAuydA2woWyU2mE+9iyQxkDXEREVtiXMtiGHpFGOCD5sTF+ql+qDuuTbka3OxisFI1kaMeODgNa95DQDf+I3f2Fv++te/nn/8j/8xAD/7sz+LMYZnP/vZLBYLnva0p/Hv//2/z9taa3nzm9/MC17wAm688UY2NjZ43vOex4/+6I9+qU5jJUayNmLEJYhUucA5QAMp6tsyO5KW30M2cfZ800yntJUBnz0yV+xf7q4KVWWoJwYhhaJqn/ARykSlzqh6JEp13jtUq1hdQEkRmSIafcfCvhJrZYmEGqRGghOexKAKa0IKEAi+aeoivxOJypvQti6T0S7Aois/lVKF+ME4jhgx4ovHF2K2vD9tfj64PxHes9mMV7/61bz61a8+7zYPechD+M3f/M3P7+AXGaPP2ogRlyBUNZabcmgsN+68i35bBFNnKh1V5OPIqThMR1j67cY3Qi5BNTSjlj93XsFYQXAImk2Z3juca2K9TcnmWYmqVyBHXQCB8y0hgtPGkk+BiEk8uo/nq1FV69BJgsbEvkgMahCwlVBPhOnMsrkxZW3NhMAHTIz+jLVARUFaVNrR9jlixIjLDqOyNmLEJQiviqZ8YLGAZ+sczpuQfLb0OVsROBBWkp3QdEDmEqJ7V5+w+UJZE5htgDEeo4koSUyC2+JjvVKNFQfCAWxoxguGoJqlxLeB6wVnO/WhPe89Xg2Ix0uu14Cqx2Ry5fFeeuTQVAaDUE8AX+Faw2SyF6Jl44D41tO6NkbQzjqfvxEjRlxYXMTUHSNGsjZixCUJ54LSRAwyUCVGUio9P7SSmGmnlqVlKXJ0RdBoNo36WAQ+Q4KPnPfBP246EUzPwQ1EQhRoME1qLDQv0ZxJqFoQfd6axgVfNGOi2haO532LkSokyvUu9MEIRkw0mUYTqLVRUSOaRUNFAhHFmrCdeg/aUFXddsEE6mJkqA0lvHwNuOzrN2LEiBGXA0ayNmLEJQjvwDlPIBYVDgnG0Gje1Ph+GA2qiZzpwSAEBNQk5SpuHx+GU+62xOC8QKswq4TaEnKraTB/lmk3OqUqtOpRDDbEhopBPTjfgChSTWLkpw/VCYxE86hgrM2RphrNuMkXra6gsuF9CAkwCCakDLEgRmkXLb61hLrvoX/eKyqhWoJTS+s0kFnpCO8oso0YcWFwKfisPZAxkrURIy5BpBxhoYB5SAqrmJjXrPDpKgMJBosySdOOvJUBBEIR3DnYXwn1M2drhsoqEomO12DkFCPRl84WuUFcJHSCMVUsKeViigyHMS2aEtXmzLWJOipQhTQfRkJNURGsNUzqkP7DGPDRHy4FFlhLMJ9G8pjOL2wv2Bg6q3E8y/wCY+qOESMuIC6B1B0PZIxkbcSISxTqwTvBtYpzivro67XqR7FYVgYXnM+NJKluKZ9ZjqIMa6N/mbI2M4i0wYwpinhyZKcxEnK/YQo/sBB+qpElplxpaEyOa5IZMwUs1KSfoWT6FGOw1sRyURLPwwdfPQTvW7wGshby7Spt09I0ixi8QA5cIJJO5z2VVqwevBEjRoy4tDGStREjLmGoxlqXMZVHZascwp1pRxE8kNWzMiVHlNHK+qE9RS7laitWqofJVKhsR3xUo5YmJpoTA1kzxhQKmS8IYEiZm1JuqGj0Mws1Po2YqKSFQuxhs9B2bW0gbCbkPZJYNUEJEZ5BNQu+a94nha6KbUg2o6rGSg6tx1XS5WcbMWLEBcVoBr24GMnaiBGXIMrfqEQuUi3NRMpyTc+4XS5DFRvoEbn03q9O6TEUm5RgAg0mV008DCMpqMAHM6i0IHagrAHiIKXmMIIRxRioCj+7XHBe0rmlVB7hPDWdhGoOWPDE4IV0vhqrHnhylYNUi1QkVEkIFRWUaRwxyYMzYsSIEZcHRrI2YsQlCFGJfmYCJpAL3xpUDSqhFqdxRZoOYnDBIOAgBRgM01VEP/z83mSbaBdwMJuCsVG/S3nNRDHi4/ughplYCzTRR01ebxIiRA3Bd8zaEBQQghI8NuZM63zIQi40EcG7FmKqEFSpqgpivjlDyOEWUph42raJyXdjWKsqXgXtajHkMNmQv87EAI4LeMFGjPhKh9fwutBtjgBGsjZixCWJkOg2+H8FJzEPalCtUG2Btr+D9KM8kc78CQMhqUjtkdJ7lGKTAtYKa5MKK8tM9Ewkj8F9TcILRUyo1ynY6NtmUIIilyNFVaJqJohUVJWJEaXJp05yhQNrqxg8YKNfXJICU1oO6eWNS7VHnY81Q73HKYHYkkykhChUHM4rTRuKvo9TwYgRIy4HjGRtxIhLEIFEJKISIiHFODBN+JtJTrFDskCWttHSHBqXZ7c2E6JO83aJ2CmszWoqG82eKVVHWfBEIZAwG4vAd8lmJTJAiT5tFApXCHgI+ePS51JdC+k6yIXandNQkSC2p6oh6CAm00XBWhNNxa7zj0vd9MFM6nGo1iE61QveFec+YsSILx5jNOhFxUjWRoy4BKExjDNQj+BQbywY22Jt57dWRnsmE2jOr0ZfLUuUKZg9DSqe6N4Vj5ldxNhcr5jWIQdaCCKAQMMkRn9GU6yYQOhSHGmyuwIiIaFtMo9am+p4mqicdV53icQZk0yjXa9TCo9E1nIuOO9DhQS6IAhr4zjhi0EwwZyillCA3iC0GBwdTRwxYsSISxcjWRsx4hJESkGhOVTTYGSCtYqtXK440PNZ02g+tUVDkY2UaltIveGDK3/cRzVwGoBJbdjYEIxxCCFPmWDQmBdNEKzU2EoRfCaHIUmuDcloNaTp8N7HnGc25z3rVLKO3EmMBIUQKFBVVYzm1GjqNHlcUBBjcjtN08TSXBropKT3EMpUEXK+xf29RhI4UrURIy4YhIsQDXphm7usMZK1ESMuQThVWlWchkSwqeSUwfSiKaGIAnWDiNCEMo1HL62HIEqIu4y8xXuYrlusdaA+EBtJKTGSkmYQk5zGQqSmkZBGIxBLJRRsjzVEvQ/tUQVlL1UiSDxUUjXQmAzY+ZzHLQUVhACCaByOJyHRVGqswQJ+4fAafPsCaQv7p2hQVYdzLeotKeJ0xIgRFwhjbdCLipGsjRhxCcKhNOJp1USy5kIVAy9dQEChmKVgAo0BWSmZvxR+JKV1McZfhghSG3ZUH7Zfm1UhFxqGVqNTv22DFhXrdkqMCBUT02qYGIqqUMUUGiEHWiBLbdvgnMdXFVUlVAiVrWLVAYNiotk35kbzjqbR6L9mSEmcctLbpM4RVDZ1bSyFJRipQ4oT26JicTE6tHUOpx4lpvb40l7SESNGjPiCMZK1ESMuQagqzmtQppxiTXLKj+a7ZG8oslOkIIEogiWRa9BufFiNqTjUx43ie2uF6cxgRHPqDGMsJkZUSjSFhnZS9QKDEZvZYCqknuqDuri99562bYEKUTDio3kzdNLGou1BtUvELAYM+BUnI0GP87F01WRaM2lqRNocoBECHUwka8EUOmbaHDHiwmNMintxMZK1ESMuQYTM+4pzQVEjOvUTCZCI6ytDZaSnFr712jeZosGwaLQLUMipyAhkra40BDF4j9EYiRrNnIGI+VghIJC1YBYtCzxJ5EmCeAHrc7ok9aF8liCIVQwuRpzG0EwJ5K00g4aozU4iDAQyBSUozrW0bYsxhqq2iAn53dA0Zh5Vg1eHaEy8W0SgjhgxYsSljpGsjRhxicJ7RX3IDdY5w/voE0anqEE2iyYMo0HLfGtSbKWqyS0MEVhbs+Ab2kVQ0Yy1MWVH2ssHH7VY7kmwMc9aUP6MCpgUuSmoaFDd1IEXMBaNx23bNqhyRqOiVmHU51QeOZea8TGCNEROhKADE6oeKKhX2jb4tHkX/qoX1BBSdYiPFRJsNNVa0OUFukojRowAxtQdFxkjWRsx4hKFquAhOM1TITiI5sNhRQKIdKowg65CuVvy/wrvQ/L/9TWhrkHx0X/M0LQtEJSuqgKhivnVJJoso/kTE4kawYctRZl6IimLSl/yqYsn4WPCs1BdIFZHsBKVNTBqsEbRaGn1zuNF8erzvsYYXOtI6p/3gvh4fqKBILoJ6hd5ThmTo48YMeJywUjWRoy4FKEGvISggm4hmkowRVtnIHMQgyuxUW4LAZYS/di0R96EKDBp8ddDXQuzqVBV0V8sZlXz3geFSn0MYpBYKipW8NRJ8G+zMcWH+lDdIIhsneJnQFMQgDEY269MYKJil0icRnOlc6DeY4PDWTBn4iPZTIQz5mvzJlYxMDlHXaq6oPFEvbQ0KAs9L6cdMWLE5wlRRS5w9OaFbu9yxkjWRoy4BCGkyE5FqbC2wptQL1OdCQldY1CA94QoTCE6o6WUGJDjPrWwmkrXPuQgTmYzw3TWhuhMDWZQMY7KVDlpbTDNhiLttjI5kCDEjqbaoJ1+F0ifj5GksaSUpgACOuJmJPc3JMENyz2pSFWnxIkKzrfBl0/BOaVpHOBxLtlOHZr83azSJdrtSlbJ6L08YsSIywQjWRsx4hKER3GeXm6xIJQlx/pI1FynkHmJ/vn0Uqn1gg1goCYVudrW14XapNS0IQdbaDQpbRIKt4ulshXWmq4MlSQC5gGPEROS0fpk94yKnwSlTwmkL5k6NWXkVY8WyeBCdQQywVINpa9Sqg+vxOoKHuccisOIIrj4pD/JKUECbD5f03HKESNGfLHwZP/XC9rmCGAkayNGXJIIqTsM3hvwqSZUCDggErXWQesTkekUsuRBpmUeD7qI0K54em6WyhomE0V9YGtGBKOhVJTz4FUwpo5JbatQ0skEDS3UKrU5OpNUy9MoRsD5FIAQepeMnGhHPEPEZkizYRIZ1UC6kC7AIeVWM8ai3sdqBZ6qsmGZOuraYvc9RuvoXxdylYiYaLYFCn+9ESNGfPEYzaAXFyNZGzHiEkZw4PehXJJCJjyd+BS2S+k3srkzpqggkiShZHLJEhmCAIDJxFBXwa6qXkIEZyJIxsdUHykNhotVBmIkpwR1TWNHRExUxxR88kFLB09UMqXPCFUOwnFCTU9VH1TDKAtaU7ZBVO8k94fUooCxQl0ntS5Gg5Jy1IHi8NF07MZ5YMSIEZcJRrI2YsQlCvUxYYd4fIwMhWBGNAYqA87Ry5PmcxoOj0jVZZUsrZERITgh+G5trlUhsABPV/wp2lfxiBoQH9aro20tYLHWY0yFSki5YWN6De+CImYMkcgFImhixYIUuRrUtSJIwIQ+OFXEh7JUXj2VDu27xJJVPvqeaaxJqtha8KIoLUhQJYNpNJ21DV52o8/aiBEXDmPqjouKkayNGHEJIgdQSkqBIdFZHjD///bOPjiq6oz/33Pu3d0kYBIQSYgCYn+Kb9RaqUwq2jpkeJFRqU5bbFSmUvm1wihiFa0FnamKonUs1oJ2fpbW0mqdUatMZRpBoVYMEIzyVqQtChUDtZiEF8nuPef5/XHOuftCgJDsZjfk+YxXknvP3r3n7Obus8/L99FpuWgu0ukk07QAfM8UBwhbCWqjp2FbKhU+D8H3gL4lPnwZD407EkbLDDZEmWy07sKxSNEys9chYAsOYI0uGeqvaRLQypzD5I/p0BANQ6Fk+4ASAcqGPlOqOF2LKfNc1n8ohT1TAE1B2CtUeAJEMqx2NV0XCGFP0gzPJMMwTCHDxhrDFCiaCCCbr0ZGXJZgwpIuT0047bIMw8O05tTht90wX83l8SP5bywmES1y4UbPer88Z+VAiIQ1umzzUEjAGo/SaaklLS6jsSZcGFaCoI3RKUVSyJYo2QyeXGzWnIys5IgQHrQ28iEkbOeGMHcNMCFUhDlpJpfPCPVKIUHC6cFpgJTx4mmE1ar8pZ1hsgg3cs8pbKwxTIGiFUFrBQ2bIC8BEkbLzAnjumIBk+OVbrSFeWkpBltacQGMh6q4JIpoTMITBEHaVp2SVfyH6VIA2JCjMYYgbF9QEpDwIMh2LABspaY1DG3RgHkuD0CQ8rNzyVGKLIip0nSZbabC1MZ4bSWscY0Z75xSyjrkBITwTb9Rkqbzg9S2oECZkLKW0KRtv1H+EGAYpufAxhrDFCgmdJmUzUCKjEVmCC/svekOZeaPtBv2E/B9D31KIvA9wBM2DV/YRHxlnlMKzxhMLgxp88eIFDQZjTMpPfh+MjYrpQjz0URodCnjKRM6xRhLYiKuEiSFnYdrq+UKBsiuiwYFCp4nQbbZfRiitbpt2hqvWsPkr5GAJJHiBQTbawyTRbiRe25hY41hChBbAwpFNjfMecesrIYTvrUqFC5iiTSfkbPcKKlxlm6gEGJRiT7FEr4MTP2oNMn32ho9pjBBQGlbOgqYK7PnJtLGW6VsUYM0vTk9z7c2ljY6aCJpHSVDl0i5IOPyc5Wh0ratAgRIExQ0NBlJEGOgWaONkhWiWgeme4I0+1WgoH0JJQk6IEjfPM4YmWyrMQzTc2BjjWEKFKdMpmzbKWhndElAKCOES3bTgPSSoU6Dsei0IKNdBqRbKBqIRoCiqIAnbF9Nq80m4dxsyorbCkhpjCgnIWKcXp71tvkg0giCBAAgkWgDIOF5EtGYZwV8nQcsrTTCYrxizvOVzG2zNZxEyQKGsKdocp5KmefWWkMF2hhjZDxqRD4SysiPaC2gyaypIlbcZJiswTlrOYWNNYYpUEwI1INWEloZ55RWGgh7aiYRIiOoKGBywdy5yDrZKDlACqCkRCLia0gB20VAWm+VG+gBJEwnAU8ZkVn4ELLNmF3CB8hIc2gdgHRgzgGjpaa1hJA6NNQ8zzyHm2FqGygn4eEaulOKmG3yerQJw9oQqztP0muXzH0zXkdT1KBB0IGROgkUwuMMw2QHoc2W7XMyBjbWGKYAIRijwrSTIigdwIc1MiQlvWcZxQOmT2d6Als41FWFkvFURWMSfU/yIaUxCkkkDTRCwhYNWE+YTICUhBamJ6kg354zKTZLpGwBhM1XA0GpAIcOmfwyT5L1kGlTpID0L+NJY02E12qqUJNmKJHRTMuYoiUpnkvWo0hIWPkOAU0BFGmohPHy8Zd2hmF6CmysMUyBYto8IeylKaQHaAmQTveiWUxYkkIPmit6dK2oXJGB01qLRo0em1EGkdAIIKCtgeRCkC7VXxlZDCngSyvJQYBr0k6krf0kwqII05JKwPei8CM+AA2tFVxTeCFcSNV2JIAL4Sbz2ExvUQXhmY4K5nkoJVfP9hu1+WxSejZUak5DOgLIAIB2yiBQKr0gg2GYLMBh0JzCxhrDFChGCkMAIjAeI2F/d/lbdpwI/5fiZaIMr1NKNSjByGOUFHnwpcn9Mgaeto3RbZ9NJ4BLylaAmnCkpsBYfxrQpMITS5lsAeX5Ar7vmz6iVlyXYCQ1NMEaeO5qgNSOzS6E6gzBJAICRnuNnPFlBXtJEzRJKG002TxPIFDC5q5F7E1fQUCZkK9OCQ13+ZViGIbJLWysMUyhQtJoliV3wFld0vRbhyeMs80d1c7MEUh7pAubOg+b7wmUFEfgS2F1ysiGUKUNfxpjUQjYKkvjTYMy4UQChSdzRQDClCWYtlOeB+n78GTUjlHQpKCFsMYhmWIGuHr/ZP6ZNf3M9cjUiglnPLoCAsAZeZrIdEnQ1tSzwrqmUCH9OULPIxtrDJM9Uv+Ms3lOBgAbawxTsBAB0B5AnvFshS40CQmV9KaJ1GjB4Xc3CtVyk7lekYhAcbEPIQKE3QZI2hw0BdMSymmXEQRsuybyQVoA8EzjdEm2N6e0chvCNH633Qo0aQgYMVqQC9UCpIzRBZt/Jmy+XDgX4bxrxgg0a2GaZGkNcz7zm8lP08KICCtrRAoXMrXzQhzcuYBhmJ4KG2sMU6AQXEWkB1NhqaB1YKU77KDDXEMpRlnSNjOisClDolGBSARhv00BYXPIrNaZa/NkryTp99JWrDaAkLB5YhKe78OTrnG8djK40DphDU0CyLMeLWXzzpIGHGDOpU0c1hYoAFDG8EOKj9GEQWEnKKG1KVwwIVaCUhSK5ZLW0MJIhxijL6nNhsylYxim0wgiiCznmGX7fD0ZNtYYpkAxxo4GkTGiTF6WgkeHS3ekPio1Uc0l3wPJAgBPeOhbEoXvA3DVm+4RwonnahACa9y45H5bqSACQJhem5qkDYMqkM1Zk9IzsiGUNNAAmxOnTY/RVHkQkaK9RjBeN2HDluS6HZCRmQsNOmHGmNCnMOcVTr7DGHNGf05DwRQVGK+hWcfwuTr96jAMw3QfR7vr55xVq1bhyiuvRFVVFYQQeOWVV9KOExHmzp2LQYMGobi4GDU1Ndi2bVvamL1796K2thalpaUoLy/H1KlTsX///rQxH3zwAS699FIUFRVh8ODBmD9/fq6nxjBdRgPQTjrDhSVt0YG0FY/tVYUCaWIXyU4A9ogvBUqKTFWpDF1zztghSCnsZow3KSWkMMad51My3Ck8kPagAiAeV2hrS6CtLY5EIg6lNEhTaJQZj10ArRO2IlSHXRlc/pjWVnLD6qw5vTStdPi7e6xSCkGgzPPYkCjp5DmMXoc5V6CVqazVAGnXKuvIa8cwTCcgys3GAMizsXbgwAFccMEFeOqpp9o9Pn/+fCxYsACLFi1CfX09+vTpg3HjxuHQoUPhmNraWmzatAl1dXVYunQpVq1ahWnTpoXHW1tbMXbsWAwdOhQNDQ149NFHcf/99+OZZ57J+fwYpisoElDaJe/Deqmkrcw0orZhCymXDwZr1glAWhkPQSagaYwYQiwqEPGNMqwTnyWY/C4KH0yAFBCegJQE6SlIT8PzyTZo98LcMqNcGZjwJikkEnHEg4Q1nBSEqQOFK5cwDjBbnAABDUARoGyOG8LuBcZrp4hMSyun5UaBaXDv2lY5Lxw5w41CzTaTu+aBtLStpgBAgpTkzwGGySb2O19WN/4bDclrGHTChAmYMGFCu8eICE888QR++tOf4uqrrwYA/O53v0NFRQVeeeUVTJ48GVu2bMGyZcuwdu1ajBw5EgDw5JNP4oorrsBjjz2GqqoqLFmyBPF4HM8++yyi0SjOO+88NDY24vHHH08z6him0CAAShGgNUhLkFGjhSZlaiWdAGzqYzQg/JQCSrefki2p+pbYpuswMhupsh7GCZesvgxrGkgB8CGEhpSU4vEzAwhmDJHpWqCsYSg9CV+S6Q9q8+JM+NKFT90M3J3ZlQEIEDw49xuBABsedeFYCnPynOdOmzw421Ha2HLCHkPomTN5bUbHjqtBGYbpCeTVs3Y0tm/fjqamJtTU1IT7ysrKMGrUKKxevRoAsHr1apSXl4eGGgDU1NRASon6+vpwzGWXXYZoNBqOGTduHLZu3YrPP/+83edua2tDa2tr2sYw+cKJzxJsOI9c+6VkBWVqTM95jMLKS+tlEkIiEpEoKpGQnt0PQEhtctCEAokAgIIpajB+OiEkhLTSHsLkwXmeB8+LWC01DyAfoIgRodU+oCRICZAy+WIq7BhgfX/CuQJTM8dSc8k0CAlo5/2zHkAd2nQiNECTLapcNSis5MfhX/ZdODRIEcZlmMJEHOHnwsQVGGR7YwwFa6w1NTUBACoqKtL2V1RUhMeampowcODAtOO+76N///5pY9o7R+pzZDJv3jyUlZWF2+DBg7s+IYbpJMaTRDBN1VMkLwRMSNKGQ93tPAz3pUh7mOMeIhGBWBFsyFCAtA+tIwBFoElC6xiU9qAosEahb6pPnYFIPgQitoLUh4AX5rZB2O4HNiyqVIAgkUCQiIdN1kESQvhhlwEhklptLuzpOhwQmdCqtkK6bl6aAA1txyi4BoKaCCowHrRkBwM3Lpn3pgKrAkJgrxpTwNARfu4oBfvxznQCfjXb4Z577kFLS0u47dy5M9+XxPRKyIq/itBIITL9NlO9amkhT2pnHwCng1Zc4iMS0UbJHwRBOvnt1YYMyea3mQR/l+zvWWMq5ZS2IlNKCU/6VndNWKkNaSoxVYBEECAeDxCPK8TjAYKEglZWL00BQUChRpqZq6n4DAIN5YoLlLJhTFdwYER2nbyJJhP2VCazzVS5EgAtIGxRgSaNhAIS9rkZ5sSmm9/kNvUhu1v3TqGQKVjpjsrKSgDA7t27MWjQoHD/7t278ZWvfCUcs2fPnrTHBUGAvXv3ho+vrKzE7t2708a4392YTGKxGGKxWFbmwTCdRROQ0AGUFtBEkK44ioQVqk0aZVZzNry5WbUOK2FhDKCYL3BSiQ8PBF/4Rs6MAlNdClPh6e63sF4uLQlSu2CizS+z+WpCxMPm78IT8IQRoBXSRFW1NgK7BGN8KR1AiABSSwhEYMKhRlRE2I4Lye4JtkWVCJ8Vgkz7KJBVcqOUsKk210XQ9jHSFlAAQhqj10ZIESggHphgL8MwTE+gYD1rw4YNQ2VlJZYvXx7ua21tRX19PaqrqwEA1dXVaG5uRkNDQzhmxYoV0Fpj1KhR4ZhVq1YhkUiEY+rq6jB8+HD069evm2bD9DwyEsHygAYQ1woKgb0iq4lGXijd4XBfQEOvmkh+0dVWQiMS0YhFyBhm8BF2IRDmZ1jFNSmE7fNpKjONUWWzvsizlaCmubspCBCQUluxXm1z2gQ8X8CLePAiHqTnAUJAKY14XKOtLbBSHwnE4wqJBBBoY1hCSAjPN5uwsV7hQUsPGtIWHphr0EQIlILSxvMG2xZLWGOOtPEWmvQ4HyDzPIfinLPGMFmFpTtySl6Ntf3796OxsRGNjY0ATFFBY2MjduzYASEEZs6ciQceeACvvvoqNmzYgBtvvBFVVVWYNGkSAOCcc87B+PHjcfPNN2PNmjX4+9//jhkzZmDy5MmoqqoCAHzve99DNBrF1KlTsWnTJrzwwgv4xS9+gVmzZuVp1kzPIP83CYJpo2QKBIzRZPLMpHM5AYA1uJKGmskhc143af1mhD5FHqIRKzhryzyF8IyRZQV0nSiu+ddl85vcNSBiiwi8MMGfyANR1BQYwLMbAULZ6zD9RqV0HQ7MtWtS0DoBpRIIggQS8Tja2gLEExoJpaE0QWnzrwl/CqiArFaa3Sipx+bGazjjTFjJEtP83Qn/unIGV3CQH/L/RYDpKO69z6/XMcm2bEd+/0gLjryGQdetW4fLL788/N0ZUFOmTMHixYtx11134cCBA5g2bRqam5sxevRoLFu2DEVFReFjlixZghkzZmDMmDGQUuLaa6/FggULwuNlZWX461//iunTp+Oiiy7CgAEDMHfuXJbtYDpA/g22UCjWVkOCpBXLTUpuSGHU/VMFZkNRDfKs5lqA4iIBXxKEVBDSFAuQle8Q8KxdFhivmyBIeDZvTQCyDUAEpE1WGAQgrZcNtnVU+NxCw7n2CMb7ZYxNY7hBaggK4PqPSjKCuUp50NoK8noEKawum0dWf81aoLbgQoOgbKUraVt4QC73DbZ9lrB5dyZUStoasrKrr64zuJz5dzxkjk+v7i08erPAiX0v99r5M4WCIGI/47FobW1FWVlZvi+jQOgNN67CmWNlHw9nVQH9SzSKinwcPGhMK5IJtB4kHGgDggQQJFzpJ8H3hTHGAEBHISBQFFMYOjiGviUBpPTgSc+ECEHwPM80dEdgpx4x1abag2k5JaynzTdePaGM3eRkPWCMLQMBsIK5OgqNABpOgDe10lPBVIFKU1xAAYh8aPJAtrcooOBJV/EqIKQIPXUCgCJljTCTk6esvRMEAQ4eUNjXYjsoeIREHIhEfQRBAgcOEVr2A58dAto6/coIhF7E485+S+rYGTKNtcJ5/x1+rcfzuEKZQz7pzDp05jEuSHa40d/S0oLS0tLjPF/HcZ+PY86/C76X3VzvQLVh+cb5OZ9DT6BgCwxOXNwN/nj8u6l/vCliplnleG4QR7uGXHkJjnZ9mSGKXH9IZL4eR3rO9o75SP+Ad+dqf36k7SoL478iYftcupdA2CpRABCmqwHBVkIKmBwySJSURBCLefAk2TwwZbTItJfybBFXXWDbMkkAns1X840XTZiwqJmZzX0TAYQUcN0DtA7C0K17J5C9YAHz3ObvIGWeELaMgNx/1iumTcqalJAkAGk8boDzItoOBURJmQ8d2KpRaZ1wCppcZalddXGkHJD29h7Ju+L2Z5TjAkcY787v7gEBDn/vpp6jPbrbCPKQnGdH7znOkLX6KB0m3wZe5vOn/m22N//2xiNjX3vvh2PdyzpjIFPGv8yJBhtrHSC7zsfO3JAybwg+gEQnznMsRMq/R7ox0zGO54qj3cDcB6BC12v8UsNbqfvauwG7n90HWubN2OV7pXpQIhnXefSbrIJGoAUSBEilkVACgZIgkmHPy4QGlKYw38wTsDpmRqIDEBBSIiBCPCAIBLZlVBSkBaRWYUiSRAIgJ2BrYobuFU/OyYRIjWCubdouCFpLo2emXNN423mAhAmlupkKBdK+2Q8NpZUVzbVfYqyxpq1GmhCA9CSkZ/PqjG/RBF/JeghJQ1MArQMEARAEEglFICFBIASaAK2gFSFwxm676JTXM9Vwy3x9Mr+QpL5v2nsPZY4zlbLJ98iRvvhk7u/uD+PMa+jol8XOXGe+DTX3eiv7s8CR7ydHeo2P9Lp7AIJjjEm9bxxvjtyR167bgme5KAjgwF8IG2sdYN++fVk8W3DsIUdFA4hn40IyOJIxcqyxmeTKiDvaebNhpDna8woeaz0ynzt1vM74+YvjuprPviB89q9Mg+5Yc80MzSWATxPAxsxxuXgfdZTjDUAmjj0kjfbeLx298auMfztC6vvmaJ7l9t6rR3qeQsiuznyPdMRr3pnQcL7JvGadcexYxvqR9jlS7/tH+yLc3s9dY9++fZzGcwLAxloHqKqqwubNm3Huuedi586dvTp23traisGDB/M68DoA4HVw8DoYeB0MhbAORIR9+/aFygjd8ITsWcshbKx1ACklTj31VABAaWlpr74JOXgdDLwOBl4HA6+DgdfBkO91YI/aiQMbawzDMAzDdA32rOUUNtYYhmEYhukarmg42+dkABRwu6lCIxaL4b777uv1PUN5HQy8DgZeBwOvg4HXwcDrwGQbFsVlGIZhGKZTOFHcmrNm5UQU940PH2dRXLBnjWEYhmEYpqDhnDWGYRiGYboGFxjkFPasMQzDMAzDFDDsWWMYhmEYpmtosr2Ds3xOBgB71jrEU089hdNPPx1FRUUYNWoU1qxZk+9Lyhrz5s3D1772NZx00kkYOHAgJk2ahK1bt6aNOXToEKZPn46TTz4Zffv2xbXXXovdu3enjdmxYwcmTpyIkpISDBw4EHfeeSeCoKuttfLHww8/DCEEZs6cGe7rLevwySef4Prrr8fJJ5+M4uJijBgxAuvWrQuPExHmzp2LQYMGobi4GDU1Ndi2bVvaOfbu3Yva2lqUlpaivLwcU6dOxf79+7t7Kl1CKYU5c+Zg2LBhKC4uxpe+9CX87Gc/S+u1eCKuxapVq3DllVeiqqoKQgi88soracezNecPPvgAl156KYqKijB48GDMnz8/11M7Lo62DolEArNnz8aIESPQp08fVFVV4cYbb8SuXbvSznEirANTGLCxdgxeeOEFzJo1C/fddx/Wr1+PCy64AOPGjcOePXvyfWlZYeXKlZg+fTreffdd1NXVIZFIYOzYsThw4EA45vbbb8drr72GF198EStXrsSuXbtwzTXXhMeVUpg4cSLi8Tjeeecd/Pa3v8XixYsxd+7cfEypy6xduxZPP/00vvzlL6ft7w3r8Pnnn+OSSy5BJBLB66+/js2bN+PnP/85+vXrF46ZP38+FixYgEWLFqG+vh59+vTBuHHjcOjQoXBMbW0tNm3ahLq6OixduhSrVq3CtGnT8jGlTvPII49g4cKF+OUvf4ktW7bgkUcewfz58/Hkk0+GY07EtThw4AAuuOACPPXUU+0ez8acW1tbMXbsWAwdOhQNDQ149NFHcf/99+OZZ57J+fw6ytHW4eDBg1i/fj3mzJmD9evX46WXXsLWrVtx1VVXpY07Edahw7ictWxvjIGYo3LxxRfT9OnTw9+VUlRVVUXz5s3L41Xljj179hAAWrlyJRERNTc3UyQSoRdffDEcs2XLFgJAq1evJiKiv/zlLySlpKampnDMwoULqbS0lNra2rp3Al1k3759dOaZZ1JdXR194xvfoNtuu42Ies86zJ49m0aPHn3E41prqqyspEcffTTc19zcTLFYjP74xz8SEdHmzZsJAK1duzYc8/rrr5MQgj755JPcXXyWmThxIt10001p+6655hqqra0lot6xFgDo5ZdfDn/P1px/9atfUb9+/dL+LmbPnk3Dhw/P8Yw6R+Y6tMeaNWsIAH388cdEdGKuQ3u0tLQQAKo541Ya/3/uzOpWc8atBIBaWlryPc28w561oxCPx9HQ0ICamppwn5QSNTU1WL16dR6vLHe0tLQAAPr37w8AaGhoQCKRSFuDs88+G0OGDAnXYPXq1RgxYgQqKirCMePGjUNrays2bdrUjVffdaZPn46JEyemzRfoPevw6quvYuTIkfj2t7+NgQMH4sILL8Svf/3r8Pj27dvR1NSUtg5lZWUYNWpU2jqUl5dj5MiR4ZiamhpIKVFfX999k+kiX//617F8+XJ8+OGHAID3338fb7/9NiZMmACgd62FI1tzXr16NS677DJEo9FwzLhx47B161Z8/vnn3TSb7NLS0gIhBMrLywH03nVgcgMXGByFzz77DEqptA9fAKioqMA//vGPPF1V7tBaY+bMmbjkkktw/vnnAwCampoQjUbDG5CjoqICTU1N4Zj21sgd6yk8//zzWL9+PdauXXvYsd6yDv/+97+xcOFCzJo1Cz/5yU+wdu1a3HrrrYhGo5gyZUo4j/bmmboOAwcOTDvu+z769+/fY9YBAO6++260trbi7LPPhud5UErhwQcfRG1tLQD0qrVwZGvOTU1NGDZs2GHncMdSw+49gUOHDmH27Nm47rrrQvHWXrcOLN2RU9hYY0KmT5+OjRs34u233873pXQ7O3fuxG233Ya6ujoUFRXl+3LyhtYaI0eOxEMPPQQAuPDCC7Fx40YsWrQIU6ZMyfPVdS9/+tOfsGTJEvzhD3/Aeeedh8bGRsycORNVVVW9bi2YI5NIJPCd73wHRISFCxfm+3KYExQOgx6FAQMGwPO8wyr+du/ejcrKyjxdVW6YMWMGli5dijfffBOnnXZauL+yshLxeBzNzc1p41PXoLKyst01csd6Ag0NDdizZw+++tWvwvd9+L6PlStXYsGCBfB9HxUVFb1iHQYNGoRzzz03bd8555yDHTt2AEjO42h/E5WVlYcV4ARBgL179/aYdQCAO++8E3fffTcmT56MESNG4IYbbsDtt9+OefPmAehda+HI1pxPhL8VIGmoffzxx6irq0tridSb1gGAkdnIxcYAYGPtqESjUVx00UVYvnx5uE9rjeXLl6O6ujqPV5Y9iAgzZszAyy+/jBUrVhzmkr/ooosQiUTS1mDr1q3YsWNHuAbV1dXYsGFD2o3J3bgyP/gLlTFjxmDDhg1obGwMt5EjR6K2tjb8uTeswyWXXHKYdMuHH36IoUOHAgC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"text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -2480,19 +2790,22 @@ } ], "source": [ - "ds_sleap_video2 = load_poses.from_sleap_file(video2_sleap_preds_file, fps=30)\n", + "ds_sleap_video2 = load_poses.from_file(\n", + " video2_sleap_preds_file, source_software=\"SLEAP\", fps=30\n", + ")\n", "\n", "result_sleap_video2 = analyse_video_predictions(\n", " ds_sleap_video2,\n", - " individual=\"individual_0\",\n", - " needed_keypoints=[\"centre\", \"tail_base\"],\n", " time_range=(1 * 60, 10 * 60),\n", " rois=rois,\n", + " individual=\"individual_0\",\n", + " needed_keypoints=[\"centre\"],\n", " confidence_threshold=0.6,\n", - " interp_max_gap=1,\n", + " interp_max_gap=30,\n", + " median_filter_window=5,\n", " plot=True,\n", " plot_keypoint=\"centre\",\n", - " plot_frame=plt.imread(video1_frame_file),\n", + " plot_frame=plt.imread(video2_frame_file),\n", ")\n", "\n", "print(\"Open to closed arms ratio:\", result_sleap_video2)" @@ -2502,9 +2815,11 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Exercise 6:**\n", + "
    \n", + "\n", + "Exercise 5: Compute time spent in open vs closed arms\n", "\n", - "- Use the `analyse_video_predictions()` function to compute the time spent in each ROI for each video and each software package.\n", + "- Use the `analyse_video_predictions()` function to compute the ratio of time spent in open vs closed arms for each video and software package.\n", "- Which mouse (`sub-01` or `sub-02`) was more anxious? Do SLEAP and DeepLabCut agree?\n" ] }, @@ -2516,6 +2831,1260 @@ "source": [ "# Write your code here, feel free to add more cells as needed" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## F. Bonus: Compute kinematics\n", + "\n", + "`movement` also provides functions to compute velocity and acceleration, which\n", + "are the 1st and 2nd time derivatives of the position data.\n", + "\n", + "See the [Compute and visualise kinematics example](https://movement.neuroinformatics.dev/examples/compute_kinematics.html#sphx-glr-examples-compute-kinematics-py)\n", + "for more information." + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "from movement.analysis.kinematics import compute_velocity, compute_acceleration # noqa: E402\n", + "from movement.utils.vector import compute_norm # noqa: E402" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset> Size: 6MB\n",
    +       "Dimensions:          (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
    +       "Coordinates:\n",
    +       "  * time             (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1\n",
    +       "  * individuals      (individuals) <U12 48B 'individual_0'\n",
    +       "  * keypoints        (keypoints) <U9 216B 'snout' 'left_ear' ... 'tail_end'\n",
    +       "  * space            (space) <U1 8B 'x' 'y'\n",
    +       "Data variables:\n",
    +       "    position         (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    confidence       (time, individuals, keypoints) float32 444kB nan ... 0.7607\n",
    +       "    position_thresh  (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    position_interp  (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    position_smooth  (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    velocity         (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    acceleration     (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "Attributes:\n",
    +       "    fps:              30.0\n",
    +       "    time_unit:        seconds\n",
    +       "    source_software:  SLEAP\n",
    +       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...\n",
    +       "    ds_type:          poses
    " + ], + "text/plain": [ + " Size: 6MB\n", + "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", + "Coordinates:\n", + " * time (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1\n", + " * individuals (individuals) ,\n", + " ]" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "centre_velocity = ds_sleap_video1.velocity.sel(\n", + " individuals=\"individual_0\",\n", + " keypoints=\"centre\",\n", + " time=slice(1 * 60, 10 * 60),\n", + ")\n", + "centre_velocity.plot.line(x=\"time\", hue=\"space\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Speed can be defined as the magnitude (norm) of the velocity vector." + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    <xarray.DataArray 'velocity' (time: 16201)> Size: 65kB\n",
    +       "1.578 3.19 3.19 0.0 0.3397 0.7767 0.6949 ... 93.11 95.27 133.8 105.7 80.96 140.2\n",
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    +       "    individuals  <U12 48B 'individual_0'\n",
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    " + ], + "text/plain": [ + " Size: 65kB\n", + "1.578 3.19 3.19 0.0 0.3397 0.7767 0.6949 ... 93.11 95.27 133.8 105.7 80.96 140.2\n", + "Coordinates:\n", + " * time (time) float64 130kB 60.0 60.03 60.07 ... 599.9 600.0 600.0\n", + " individuals " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "centre_speed.plot.line(x=\"time\")\n", + "plt.xlabel(\"time (s)\")\n", + "plt.ylabel(\"speed (pixels/s)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -2534,7 +4103,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.11.10" } }, "nbformat": 4, diff --git a/notebooks/EPM_analysis_with_solutions.ipynb b/notebooks/EPM_analysis_with_solutions.ipynb index 9700b3c..31fa156 100644 --- a/notebooks/EPM_analysis_with_solutions.ipynb +++ b/notebooks/EPM_analysis_with_solutions.ipynb @@ -12,8 +12,12 @@ "\n", "Subsequently, the following operations are performed on predicted poses:\n", "- plot trajectories and confidence scores\n", - "- filter tracks to exclude low-confidence points and interpolate over missing points\n", - "- compute of time-spent in different parts of the maze" + "- clean the imported pose tracks:\n", + " - filter out low-confidence predictions\n", + " - interpolate over missing points\n", + " - smooth the tracks with a median filter\n", + "- compute time spent in different parts of the maze\n", + "- compute velocity, acceleration, and speed" ] }, { @@ -31,9 +35,9 @@ "\n", "Create a new conda environment and install required packages:\n", "```bash\n", - "conda create -n epm-analysis -c conda-forge python=3.10 pytables\n", + "conda create -n epm-analysis -c conda-forge python=3.11 pip pytables\n", "conda activate epm-analysis\n", - "pip install -r notebook_requirements.txt\n", + "pip install -r EPM_analysis_requirements.txt\n", "```\n", "\n", "Once all requirements are installed, you can open this notebook and select the `epm-analysis` kernel." @@ -56,10 +60,9 @@ "\n", "import numpy as np\n", "import xarray as xr\n", - "from matplotlib import pyplot as plt\n", - "from shapely.geometry import Polygon, Point\n", + "import yaml\n", "\n", - "from movement.io import load_poses" + "from matplotlib import pyplot as plt" ] }, { @@ -80,10 +83,8 @@ "│ └── predictions\n", "│\n", "└── rawdata\n", - " ├── sub-01_id-M708149\n", - " │ └── ses-01_date-20200317\n", - " └── sub-02_id-M708154\n", - " └── ses-01_date-20200317\n", + " ├── sub-01_ses-01_task-EPM_time-165049_video.mp4\n", + " └── sub-02_ses-01_task-EPM_time-185651_video.mp4\n", "```\n", "\n", "- The SLEAP predictions were generated by Niko Sirmpilatze, based on only a few training examples.\n", @@ -97,15 +98,16 @@ "outputs": [], "source": [ "DATA_DIR = Path.home() / \"Data\" / \"behav-analysis-course\" / \"mouse-EPM\"\n", - "behav_deriv_dir = DATA_DIR / \"derivatives\" / \"behav\"\n", + "\n", + "derivatives_dir = DATA_DIR / \"derivatives\"\n", "\n", "# SLEAP predictions\n", - "sleap_predictions_dir = behav_deriv_dir / \"software-SLEAP_project\" / \"predictions\"\n", + "sleap_predictions_dir = derivatives_dir / \"software-SLEAP_project\" / \"predictions\"\n", "video1_sleap_preds_file = sleap_predictions_dir / \"video-1.predictions.analysis.h5\"\n", "video2_sleap_preds_file = sleap_predictions_dir / \"video-2.predictions.analysis.h5\"\n", "\n", "# DeepLabCut predictions\n", - "dlc_predictions_dir = behav_deriv_dir / \"software-DLC_predictions\"\n", + "dlc_predictions_dir = derivatives_dir / \"software-DLC_predictions\"\n", "video1_dlc_preds_file = dlc_predictions_dir / \"sub-01_ses-01_task-EPM_time-165049_video_DLC_resnet50_MouseTopDownSep13shuffle1_340000_filtered.h5\"\n", "video2_dlc_preds_file = dlc_predictions_dir / \"sub-02_ses-01_task-EPM_time-185651_video_DLC_resnet50_MouseTopDownSep13shuffle1_340000_filtered.h5\"\n", "\n", @@ -127,7 +129,7 @@ "metadata": {}, "outputs": [], "source": [ - "for folder in [behav_deriv_dir, sleap_predictions_dir, dlc_predictions_dir]:\n", + "for folder in [derivatives_dir, sleap_predictions_dir, dlc_predictions_dir]:\n", " assert folder.is_dir()\n", "\n", "for file in [\n", @@ -146,14 +148,31 @@ "metadata": {}, "source": [ "## B. Load and explore predictions\n", - "### B1. Load predicted poses with `movement`\n", - "The pose tracks and the associated point-wise confidence scores are imported using [`movement`]((https://movement.neuroinformatics.dev/)) and represented as [xarray.Dataset](https://movement.neuroinformatics.dev/getting_started.html#dataset-structure) objects." + "\n", + "We'll need to import the `load_poses` module from `movement`.\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, + "outputs": [], + "source": [ + "from movement.io import load_poses # noqa: E402" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### B1. Load pose tracks with `movement`\n", + "The predicted pose tracks and the associated point-wise confidence scores are imported using [`movement`]((https://movement.neuroinformatics.dev/)) and represented as [xarray.Dataset](https://movement.neuroinformatics.dev/getting_started.html#dataset-structure) objects." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, "outputs": [ { "data": { @@ -189,6 +208,7 @@ "}\n", "\n", "html[theme=dark],\n", + "html[data-theme=dark],\n", "body[data-theme=dark],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", @@ -239,7 +259,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -247,7 +267,8 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -259,6 +280,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -521,23 +546,24 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    +       "
    <xarray.Dataset> Size: 1MB\n",
            "Dimensions:      (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
            "Coordinates:\n",
    -       "  * time         (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n",
    -       "  * individuals  (individuals) <U12 'individual_0'\n",
    -       "  * keypoints    (keypoints) <U9 'snout' 'left_ear' ... 'tail_base' 'tail_end'\n",
    -       "  * space        (space) <U1 'x' 'y'\n",
    +       "  * time         (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1 616.1\n",
    +       "  * individuals  (individuals) <U12 48B 'individual_0'\n",
    +       "  * keypoints    (keypoints) <U9 216B 'snout' 'left_ear' ... 'tail_end'\n",
    +       "  * space        (space) <U1 8B 'x' 'y'\n",
            "Data variables:\n",
    -       "    pose_tracks  (time, individuals, keypoints, space) float32 nan nan ... 476.2\n",
    -       "    confidence   (time, individuals, keypoints) float32 nan nan ... 0.7607\n",
    +       "    position     (time, individuals, keypoints, space) float32 887kB nan ... ...\n",
    +       "    confidence   (time, individuals, keypoints) float32 444kB nan nan ... 0.7607\n",
            "Attributes:\n",
            "    fps:              30.0\n",
            "    time_unit:        seconds\n",
            "    source_software:  SLEAP\n",
    -       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...
  • individuals
    PandasIndex
    PandasIndex(Index(['individual_0'], dtype='object', name='individuals'))
  • keypoints
    PandasIndex
    PandasIndex(Index(['snout', 'left_ear', 'right_ear', 'centre', 'tail_base', 'tail_end'], dtype='object', name='keypoints'))
  • space
    PandasIndex
    PandasIndex(Index(['x', 'y'], dtype='object', name='space'))
  • fps :
    30.0
    time_unit :
    seconds
    source_software :
    SLEAP
    source_file :
    /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EPM/derivatives/software-SLEAP_project/predictions/video-1.predictions.analysis.h5
    ds_type :
    poses
  • " ], "text/plain": [ - "\n", + " Size: 1MB\n", "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", "Coordinates:\n", - " * time (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n", - " * individuals (individuals) \n", "\n", + "Exercise 1: Loading pose tracks into movement\n", "- Load the DeepLabCut predictions for video1 (`sub-01`) into a `ds_dlc_video1` variable.\n", "- Do you notice any differences between the SLEAP and DeepLabCut predictions?\n", "\n", - "**Hint:** consult the [Loading data](https://movement.neuroinformatics.dev/getting_started.html#loading-data) section of the `movement` documentation.\n", - "\n", - "**Solution:**" + "**Hint:** consult the [Loading pose tracks](https://movement.neuroinformatics.dev/getting_started/input_output.html#loading-pose-tracks) section of the `movement` documentation.\n", + "" ] }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -687,6 +718,7 @@ "}\n", "\n", "html[theme=dark],\n", + "html[data-theme=dark],\n", "body[data-theme=dark],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", @@ -737,7 +769,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -745,7 +777,8 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -757,6 +790,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -1019,23 +1056,24 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    +       "
    <xarray.Dataset> Size: 4MB\n",
            "Dimensions:      (time: 18485, individuals: 1, keypoints: 8, space: 2)\n",
            "Coordinates:\n",
    -       "  * time         (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n",
    -       "  * individuals  (individuals) <U12 'individual_0'\n",
    -       "  * keypoints    (keypoints) <U13 'snout' 'left_ear' ... 'tailbase' 'tail_end'\n",
    -       "  * space        (space) <U1 'x' 'y'\n",
    +       "  * time         (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1 616.1\n",
    +       "  * individuals  (individuals) <U12 48B 'individual_0'\n",
    +       "  * keypoints    (keypoints) <U13 416B 'snout' 'left_ear' ... 'tail_end'\n",
    +       "  * space        (space) <U1 8B 'x' 'y'\n",
            "Data variables:\n",
    -       "    pose_tracks  (time, individuals, keypoints, space) float64 508.3 ... 390.2\n",
    -       "    confidence   (time, individuals, keypoints) float64 0.0002829 ... 0.9978\n",
    +       "    position     (time, individuals, keypoints, space) float64 2MB 508.3 ... ...\n",
    +       "    confidence   (time, individuals, keypoints) float64 1MB 0.0002829 ... 0.9978\n",
            "Attributes:\n",
            "    fps:              30.0\n",
            "    time_unit:        seconds\n",
            "    source_software:  DeepLabCut\n",
    -       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...
  • space
    PandasIndex
    PandasIndex(Index(['x', 'y'], dtype='object', name='space'))
  • fps :
    30.0
    time_unit :
    seconds
    source_software :
    DeepLabCut
    source_file :
    /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EPM/derivatives/software-DLC_predictions/sub-01_ses-01_task-EPM_time-165049_video_DLC_resnet50_MouseTopDownSep13shuffle1_340000_filtered.h5
    ds_type :
    poses
  • " ], "text/plain": [ - "\n", + " Size: 4MB\n", "Dimensions: (time: 18485, individuals: 1, keypoints: 8, space: 2)\n", "Coordinates:\n", - " * time (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n", - " * individuals (individuals)
    <xarray.DataArray 'pose_tracks' (time: 18485, individuals: 1, keypoints: 3,\n",
    -       "                                 space: 2)>\n",
    +       "
    <xarray.DataArray 'position' (time: 18485, individuals: 1, keypoints: 3,\n",
    +       "                              space: 2)> Size: 444kB\n",
            "nan nan nan nan nan nan nan nan ... 384.0 684.7 504.8 667.8 440.0 636.8 384.1\n",
            "Coordinates:\n",
    -       "  * time         (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n",
    -       "  * individuals  (individuals) <U12 'individual_0'\n",
    -       "  * keypoints    (keypoints) <U9 'snout' 'centre' 'tail_base'\n",
    -       "  * space        (space) <U1 'x' 'y'
  • individuals
    PandasIndex
    PandasIndex(Index(['individual_0'], dtype='object', name='individuals'))
  • keypoints
    PandasIndex
    PandasIndex(Index(['snout', 'centre', 'tail_base'], dtype='object', name='keypoints'))
  • space
    PandasIndex
    PandasIndex(Index(['x', 'y'], dtype='object', name='space'))
  • " ], "text/plain": [ - "\n", + " Size: 444kB\n", "nan nan nan nan nan nan nan nan ... 384.0 684.7 504.8 667.8 440.0 636.8 384.1\n", "Coordinates:\n", - " * time (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n", - " * individuals (individuals) \n", "\n", - "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", - "- Get the `confidence` data values for the `snout` keypoint, between time 2 and 4 minutes (inclusive), and store them in a variable called `snout_confidence`.\n", - "\n", - "**Hint:** Consult the [Indexing and selection](https://movement.neuroinformatics.dev/getting_started.html#indexing-and-selection) section of the `movement` documentation.\n", - "\n", - "**Solution:**" - ] - }, - { - "cell_type": "code", - "execution_count": 81, - "metadata": {}, - "outputs": [], - "source": [ - "snout_confidence = ds_dlc_video1.confidence.sel(keypoints=\"snout\", time=slice(2*60, 4*60))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Check if your solution is correct by running the following cell:" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "metadata": {}, - "outputs": [], - "source": [ - "assert isinstance(snout_confidence, xr.DataArray), \"snout_confidence should exist and be an xarray DataArray\"\n", - "assert snout_confidence.dims == (\"time\", \"individuals\"), \"snout_confidence should have dims=('time', 'individuals')\"\n", - "assert snout_confidence.shape[0] == 2 * 60 * 30 + 1, \"snout_confidence should 3601 time points (2 minutes at 30 fps + 1)\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### B3. Plot keypoint trajectories and confidence scores over time\n", - "First we can plot the trajectories of the 3 keypoints we selected above over time (from the SLEAP predictions)." - ] - }, - { - "cell_type": "code", - "execution_count": 83, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 83, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "pose_tracks_sleap_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2, size=2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now, we can plot the confidence scores for the `snout` keypoint over time." - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 84, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "confidence_3kps = ds_sleap_video1.confidence.sel(keypoints=[\"snout\", \"centre\", \"tail_base\"])\n", - "confidence_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2, size=2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Exercise 3:**\n", + "Exercise 2: Selecting subsets of data\n", "\n", "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", + "- Get the `confidence` data values for the `snout` keypoint, between time 2 and 4 minutes (inclusive), and store them in a variable called `snout_confidence`.\n", "\n", - "- Get the `pose_tracks` data values for the 3 keypoints `[\"snout\", \"centre\", \"tailbase\"]` as `pose_tracks_dlc_3kps`.\n", - "\n", - "- Get the `confidence` data values for the 3 keypoints `[\"snout\", \"centre\", \"tailbase\"]` as `confidence_dlc_3kps`.\n", - "\n", - "- Plot the pose tracks and confidence scores for the 3 keypoints over time.\n", - "\n", - "- What do you notice? How do they compare to the SLEAP pose tracks and confidence scores that we plotted above?\n", - "\n", - "**Hint:** Consult the [Plotting](https://docs.xarray.dev/en/stable/user-guide/plotting.html) section of the `xarray` documentation.\n", - "\n", - "**Solution:**" - ] - }, - { - "cell_type": "code", - "execution_count": 85, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 85, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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fSYy2hLoLtxVhJveKHnqd/ynHi0PbSqGoUWKFkVAzefJkZGZmin+XLl0KdZdESI3FlYy8oH1PLqF1ycy3eWgpx0lER+QGUXNDKX3YqdNkoSDHAoGimGlIYaReBVqDi1J8lFhhJDExEQCQmip3yEpNTRU/S0xMxPXrcl8Gh8OB9PR0WRu1Y5DfoYbZbBaL4hVHcbzCRDfaicHmiUV7gqZ9IAe69cd99xkhBzS1wZJCEWhbq6zsvZ1G0xQKtetF+n0UFivxvMaE0TqqlOKjxN5t1atXR2JiIjZs2IAmTZoA4CJjdu7ciTFjxgAAWrdujYyMDOzduxfNmjUDAPzzzz9wuVxo2bKl2Ob111+H3W6H0WgEAKxbtw5169ZFXFxc8Z+YBmSuBaeL9ahqtSkGoF3n09G7UYWA90kpSKRmFSDBBzU6KYw4XHRyoWijNAvYqfBaKFSFkSI8c/k26fe4lWv3+ziUotO5c2efc/Bs3LgxyL0JPiEVRnJycnDmjBQ9cv78eRw4cADx8fGoUqUKxo8fj6lTp6J27dqoXr063nzzTSQlJeHBBx8EANSrVw/3338/Ro8ejQULFsBut+O5557DoEGDkJSUBAAYMmQI3nnnHYwaNQqTJk3CkSNHMGfOHHzyySehOGWf2HA8Fd3v1tbaKAegCLM+KP1QCj03c2w+CSP5Ms0IVbtTtLEqhA+qGSkcqsJIEQQ6UjjMp/4jIUVYhAPA2bNnsW/fPjzyyCOh61CQCakwsmfPHnTq1El8P3HiRADAiBEjsGjRIrzyyivIzc3FU089hYyMDLRt2xarV6+GxSJNiIsXL8Zzzz2HLl26QKfTYcCAAZg7d674eUxMDNauXYuxY8eiWbNmKFu2LN566y1ZLpKSADllP/X9Xlz4sLdmW7tigs+1BmfQUGpGrA7fvqfALu1HJxeKJ4R7qnWNMth+7iZsRTAx3ImoCfuOIvjdFBDPOE1AF1qE9BNnzpxBp06dcOPGDdSqVQvPPvtsiHsWHEIqjHTs2NGjGophGLz77rt49913NdvEx8djyZIlHr+nUaNG2LJli9/9LA4K41uh1FjkWIOjTlX2KTPft+8hVb1UGKF4QtCMRFm4oYjeL4VD3WekKJoRYiFBnYlDzqlTp9CpUyf069cPo0aNQrdu3RAbG4shQ4aEumsBp8T6jNxpFEYlqhxssguCE7Gi1ISkZvmWM4RU9dLJheIJ4V6JpMKIXwjXq05CJE6l5vDbiqAZIZ5dmg4+tJw4cQJdunRB//798b///Q8AsGLFCjzwwAOIiYlB797a2vPbkRIbTXOnUZj4fuWAnWMNljAi/55zN3J92k8WTUPV7hQPiJoRMxVG/EG4XqPaVkfXelzOpUCF9tLfIrR06tQJjz76qCiIAEDbtm3x448/YujQoSHsWXCgwkgJoSiakZwgaUbybPI+XbrlW04T8lyo3ZniCStvFhA0I6sOB6bg252CIOwb9ToYdNxwHigzjXIxQileHnvsMdVAi549e2L+/Pkh6FFwoWaaEgI5CHhD6bQWLM1ILn9cvY6B08UiLce3xGf5dHVF8QGWZUVToK/+SBQ5QuSMUa+D0SAII4Ex09gcLtgcLpgMdM0aCmbMmIH8/HwsXrwY+/btQ2RkJBo3boyBAwdi8ODBoe5ewKHCSAlBaaZhWRYMo55rRDnBp+f6nh21MAhROlXjw3EuLRc3faji6XKximgaaqahqGN3shDcEh5sUpHWQvEDYSww6nUw8rmJipLbp0DhJ5aRb0P5KJqiPxRcv34d7du3R1paGmrXro09e/agdu3a+OCDD7BmzRpUqlQp1F0MKFTkLSHkK0winlSkysHGn5TrW8+k4cVfDiKrQHtFKhThKxtpBuCb9kbpTEszsFK0IB2khfw1GvI3RQMhss5kYGDUF10zohyHzl73zU+MEngmTZqEihUr4sKFC1iyZAksFguOHTuGNm3a4MUXXwx19wIO1YyUEJQrEqvDBYtRPZmZMs+IP4PP0K+4qsZGPYMPBzRSbSMIOTHhXOZaTyuuXKsDQ77cgQoxYYq+UWGEog4pcEfyDqws6z0DMUXCRphpDHrumgXCZ0THAC6Wms9CyapVq/D7778jMjJSVvZk/PjxaNOmTQh7FhyoMFJCyLMqhREnAKNqW2E1xDDc4F0UJ9H9GuXGc60OUW0eE8YLIx6Env6fbcPJ1GwcvJwp206FEYoWgjBiNkj+DgB3z+h1wckqXNqQmWn0RXdgFbRV5aLMSM2yBs0fjeKd7OxsVVOMXq+HTlf6jBql74xuQ/JtTrdEZlYPJhFhsIngy4cXNuMiKby0qhGv2ubHXZL9PpYXRjwNcidTszX6Sn1GKOoIflJmgw4GQhNCBVjfsRPRNEZeM+Jp0eANQTNSLoozzQZUM3LgR2DRA0DW1cAdsxQjmGhIbDYbpk6dinbt2oWmU0GECiMlANLnI5oPcfTkMyKoZsNMetl7374sDQVEe4tJfQVKhvUK5iJPQk+nuuVUt9OJhaKFIHCbjXpxVQ94mEwzkoGjywCXj2HwLieQ43u16dsR4Tm1GHUwBMBnRBAQBafVgKYNWP4McGELcOjnwB2zFNOlSxcsW7ZMfJ+fn4+4uDjs2bMHc+bMCWHPggM105QABBNNuEmPMJMeWQUOj0nQhAEo2mLAjWyr75qRHfOB1a/C2XMeAM8Vi8ks/UJfPK24tGz8VBihaCGYBCxGHfQ6RjQ7aladXTYGuPgf8NDnQONB3r9g6WjgyO/A6H+Ais0C2POSg1AKItpiLLKZxu50iWNJfIQJAJBnD4KZppQLiIFi5syZyMrKAgCUK1cO8+bNQ82aNdGxY0cYDKVv6qaakRKAoBkJNxlgNnBaCE+aESGPR7Toy+Hj4LP6Ve57tn4kbtLSqtzKk8KFBzTj7JaeSpMLYcDvP9QAE7rWwai21bl9fFml3boILH4UOLfJe1tKqUHyGeHueSNvB9cUei/+x/1/ao1vX3Dkd+7/bZ/63ceSjN3pEs0qURZDkUN7yQVQHO+0royu8Rs7UUoiTN00TJETGRkpVp+PiorC008/ja5du8JgMJT4Wmv+QIWREoCg6Qg36WHmHfk8VcgVQm5jRF+OQqplXfLERmrc5HOXvNrzLjHsUoh0UO0TP5AlRFnwQtfaqBzHRdUofWFU2TwDOL0G+G2kz6dAuf0hfUYAiNEgXn0e2EJOkKaIQvctoLAssGkGcGptQA9LmlAizAbRCVitkq8vkKH70RZubPHku1Yo0k5Jr41h2u3ucDp16iRqQ5TcuHEDM2bMQL169dClS5di7lnwocJICeDn3ZyzqMWog9koCCPag4BkpvHuWKpGmkNKYqT1Pem5XIKzcpFmcZIAtFddeVZBu8OvcoVskL74s+z/gT/ITe9tKaUGMpoGgOjE6kkDB8A3nxEHkQjQHOVX/wLGuX+BjVOBJY8E9LBCpIvFqOPTwQdGM2IxStFNhXWO1yQvTXrt9J488U5l9+7dOHTokPieZVmsXr0aDz/8MCpVqoRvv/0WTz75JC5fvhzCXgaH0md4ug35ZQ93Y51KzUGzqpwvh6cViaA6jQ4rRDSNQxoALudJTqtamhHhOyLMBlF9DnCrVrPirrmWmY/T17mKoYJTrahy92kwK3kRN+du5ODXvZfxYrc6omMgJbAIwojgIC34PHjVjPgijGRdkV7n3/KrfwHj0k63TS4XC5tTO5eQN1iWxXfbLwAAovhFic/XTwNJGNEXWbBxI+eG9NpBhREtnnnmGXTv3h1DhgxBxYoVsWjRImRlZWHQoEHYsmULWrRoEeouBg0qjJQwfDPTcJ/F+BByyzXIB+beI77NZ83ia63vEcwrZt65UEBtoFvw71nxdQQvqRgNPiZgCtRgF2A6f8z5ryTFWDCsdbXQdqaUksH7Jen4tKsek3aRHtW+mGn+IwqM6UI8zP07zW3TwC+243xaLja93El8ZgrD2mOp+HLLeQBSxWNBGPHJNKqCYKaxGEhhJEALhVsXpNdUGNFk5syZ6NWrF+bOnYvvvvsOer0er7/+Op566imUL18+1N0LKnTJF2JI59OeDRLFlZJHB9bCmmmuHweyr4lvrTCJr9ccTVXVjgjbzET+AkBdhf7t9ovi60jlwOjNTLPrC+l1bBXPbUPAb/uuaH9oz+fyJvzzfvF1KNgcWwEcLJ7Qy7f+OAoA+O8Mp8I3eNKm7V0kvfZFM7LvW+l1Scoxz7LIszmw+8ItpOXYcOyaun+AN55bsk98LVQ8lnxu/BRG+IVJmEkPPf/8OgOVJ2j3V9LrrbOBm2c1m97pdO7cGcuXL8elS5fw3nvvYcmSJahUqRL69euHpUuXwuEonYnoqDASYnKJzKsf9m9EaEY8+Izw4XbRPmRGBQAc/FH2tq3hmOz94SsZbruI9nyjDgzDiNoRb98VoRBGvApKqydJry0xntuGAtbD+c5ryeVN2Dy9+PoTYL7acg6/7LnEvcm5AfwyDFj2FFCQ6XnHIGD0NJmuHC+9tqon2JNx1wPS6wBr3/4+fA1Dv9qB61kF3hsrYV0yx9O/Dl3z0Fgb0mn9EJ/12FTEPCOkQ3Egiu6J2AuAXEU4Lx/ZR9EmISEBL730Eo4dO4bNmzejfPnyGDlyJJKSkjB+/PhQdy/gUGEkxJy5IQ2sMeFGcRGXmqk90CnNNA4XC9bTpElqHwCEsfmy92k57lV/BY2GSc9pakTnQi/CRQTvM+LXwOhrMqsAw7IsFu+8iMP8oE6GOCrT24vk3AAyLqp/dptw7GoWpv51HK/8doiLkiIdiIsxF0TleC66wqOZoRqRcdLpQ5Vq0meksNE3XhizeB+2nrmJD1ef8G0HE+FA63IglwiX9bfidkK02W1bUWvT5NsknxG9n2aa61kFWHcsFS5yP6UgAgAF/mmE7lRatWqFL7/8EikpKZg5cyb2798f6i4FnIAJIxkZGYE61B3F7PWnZe9v5XJJjH4WVqsqKM00gJdJP7yM2yYDHBBcQTLyPAgjvKZGmCjUQnvJgVFw9vRZM2IMl147Q1OUa/+lDLy+7Aj6fMrlsfh1rw+e6o7Cr4q3n72JZxfvRao/K2p/cNqB358Edn2p+vH1bKkfdqcLcBBC6vIxwe4dGlfiNGFvPXA3AOleUzXtlasrvb52wPOBbXnAVWKwdgVHrZ2Z5+P96iLauRzIJeq9NKgY7dd3N60iJS18rBVn3vRo5vKBAtGhWOe3M2y76Rsx+rs9GPLVDmnjiufdG9LwXr8ICwvD8OHDsWlT6cvJ5Jdn10cffYRq1aph4MCBAIBHH30Uv//+OxITE7Fq1So0btw4oJ0srZxKzcaW05y9vMtdnHOS2opHibByF2zFAKdONWnJlvcM4+y0BGGwAWYLsgscqoO/W9ilXlttG20xIjXLirmDJSdZn1ZpDhtgz5PeB2nSUHIr14aRi3YjOT0PPz/Vyq1Y4LJ9kjASphXtoFydu1yAl+JVg7/kBmijXoc5g+7x2DYgHPwROPwr99d8lFv/SFOgw8XKHQsv7w5697J4c0Usn2DLozCiEFRZhxWn0myoVjZcTJomYlWsuoOkcYuy+Dh8kve10448m3R+eX4mFROu0dhONfFiN05QM/nqNK7B0aucFlCuGSncsYR7ase5dLAsC4ZhuNBmJeQiJEQcvZqJyvHhskVdqPn222+9NwKnzX388ceD25lixi9hZMGCBVi8eDEAYN26dVi3bh3+/vtv/PLLL3j55Zexdm1gk/uUVi6k5YqvhYe/Q91yWH7gKu5K1M6NIDzwkYQXvkfNiBBNUK8vcHwFAMACKwxmA7ILHKr+KUrNiGSmcf8eYSVWIUbKX2L0xUxTkCF/X0zCyEu/HsSBS9x3v/zbIfRrkiT73EBM2i4t85dSGHEUACbfBlh/VfNwOYF3+eyVr131nswr/Zz0+tp+WUp0m8OFkymSidDhdMm1PdHu1UIDyfWsApzn739hMjB5MtMoNFGrDyVjzC+n0KthIj4bqkj1rvzNvJhpXC4W17IKUDHW+2qd1AxG+TqJkcKQyykTQPI9lH3whPDM1i4fBR3/bAr3rb8+Iwy442Tm2wNSdG/1kRT0bFhB/cMi+IfZHC5sPHkdHeqU8ys0+kRKFu6fzWUwbVe7LL4f1dLvvgSaCRMmyN7n5ubC4XCI6d+F1+Hh4aVOGPHLTJOSkoLKlSsDAFauXIlHH30U3bt3xyuvvILduwO7oqpWrRoYhnH7Gzt2LACgY8eObp8988wzsmMkJyejd+/eCA8PR/ny5fHyyy+XCI9k0ldDSL8ezlfizfVQulsQFCLM0oPocTUkTJxxVQEDJzCEM1bR2VQ5+As5EAAyIZW22lboD1nszOSLmUZZvbOYhJENJyQb9oFLGXjnT7lDb62ESPG14MOTklmAI1cI/xFleKIXsw3p01M20rv2S5X089JrX1LnXz9OdkD20chFuzBrnZQV08VCfk6Vg5vP4NWlh8XXQr4cj5oRRXG1hZvOAABWHU5xb+umtdKe8BdtPY8ar61Cmw//kRx5PfDXYcnhVPDZ8ojTAVkeHZddLoz4qRkRQvKF5xMohGlUA0Hjel/NMtAX0eQDyK8VAKBeHykVvDnSfQcfqfPG33j6+7145bdD3hurIAgiAETNdEkhPT1d/Pvmm2/QtGlT7Ny5E1arFVarFTt37kSTJk2waNGiUHc14PgljMTFxeHSJe7BXb16Nbp27QqAG3CdzsCqRHfv3o1r166Jf+vWrQMAPPKIlM1w9OjRsjbTp0vRDU6nE71794bNZsO2bdvw7bffYtGiRXjrrbcC2k9/yC6QVM9CyW4hg6mW+tZBFLOS5QPwtIIRVNx6k7iaLoMsSRhRDP6kcGJSmGnUQnsFVS5ZBt6nPCOkiYbvZ4HdiSNXMj075AYZMppDWGUO+3on+nz6H06l8toE5YTnJfokg/AvKBtp8tBSBZcLuPAfkE0IbwYfBJpTq6XXtlzZR1vPyLPdulhWLlC5guu/s/2s9P2xYdz1MPkaDg4ALklwWrT1vPx+KYQwMoUQRL1NbizLYtyPki+KptaMRCmkOu2yhUZRzTQmmTBStNDefLEshUEswCdoEP1B1ADG1+T+bzUWaPUs99oPnyslKw5e9d7oNuall17CnDlz0Lx5c3Fb8+bN8b///Q8vv/xyCHsWHPwSRvr3748hQ4agW7duuHnzJnr27AkA2L9/P2rVqhXQDpYrVw6JiYni38qVK1GzZk106NBBbBMeHi5rEx0tOYWtXbsWx44dww8//IAmTZqgZ8+eeO+99zBv3jzYbH6qywME6VX/dh/OiU/QjGgNUqSgYDbqfPPNEAZnvUkWMRFVCGHEk0ObMGGbVFZpHicWoV86foXpcuCN5UfwwP/+c19VBRBPK1qWZWU1OpwuFp/9ewanr+eAZSW7uvuE51mrc/ZGjvi6cs4R4PfR8qyUJNYc4MhSKYR1/3fAot7At32kNvZ89X1JKt0rvf7rRY9NOWGE0Iw4g6ulEgqxvdyjrpi1V9SM+DCZMsT1nvLnMVSfvEoS7pW/jY/RNNFefEBSs+TaMJ80EEoNmsshM81k5vsn9CmLDALS9fOUFsATQn2pMKNeFn5cGITIKABoyDsoi7+HwQQYeVOun4nP/jmR6td+tyNXr16FXu9uhjIajaIyoDThlzDyySef4LnnnkP9+vWxbt06REZyKrdr167h2WefDWgHSWw2G3744Qc88cQTnGMUz+LFi1G2bFk0aNAAkydPRl6etOLevn07GjZsiISEBHFbjx49kJWVhaNHjwatr74grJCe7lBDLEYnOExq2ZLJyd2k1/mWdl0URoxAGU5Y1MMlqseVgg+Zil5YrXpKDy0MyjLNiC/2a0FjI/hauBz4jY9k+fSfM9r7FZEq8dz3Nasah4WP3yv7zOliZaG9ADB99UnxtTj4F9JMcyNbaj/s+FPA4V+Avzj78JbTN/DA/7aIocX4cxxXNPAPzhSJAz8qDwfkp3v8PgBARDnp9c3TQJ72PiwLuXYnyJoR4f7uXl96Lj2aachzAaBn3SfLb/67wL1QEQB8wZueQ9AWCPjkm6G8L1wOWW6hrKIKI0ZpCBc0nTlWB6wOJ+55dy2e/NZ3s7mgGQkz6dG2djkvrdWxE0X6RMURuRjizcQ+CdMqPLFoj1/7kQjPf0mnffv2eP7553HypDT+nDx5EmPGjJEtxksLfjmw5ufn46WXXnLbPmHCBJw5E7xJZPny5cjIyJA57gwZMgRVq1ZFUlISDh06hEmTJuHkyZNYunQpAM6/hRREAIjvU1JU7M08go1OQKuSYlEQhJFIk/QzCKvEAg3NiDAI6XUMDHq+oJXVm2aEH/B0RlELYWCcogOsciUlrExNBp0o9Bk8aEaEbaTPiGCm8eiNLwxSxnBuIiQmDWMQ68Hk8lWPX+5RF61qlEFMmFFcoTpcrEenQlE17+bA6nmld50QRhhh2svmVnnDvt4FAHjmh73Y+mpn4Mjv3OfH/uD+V7Ovb50LNB3u8TvdkoPZcoFw9fLtLpcTWEU800EOs84jcloIeHRgVcCoCBjHrglaK0XffY2mUdzadqcLaTlWVAhngPObkGdoKPv88BXPpjkAqsJInk26t0khtTDYFNFugOTQnmt1YP6/Z3Erz471x6/j6NVM3J3k3WG0gNCMCCYf8vi+QI5DYq4R4dnQm6UoGj+FkUAgmMIFXC5WdAIuSXz11VcYNGgQ6tWrh9jYWABcCo02bdrgq6++8rzzbYhfwkjv3r2xfv16mM1yu/XJkyfRpUuXoFUU/Prrr9GzZ08kJUnRD0899ZT4umHDhqhQoQK6dOmCs2fPombNmn5/17Rp0/DOO+8Uqb/eyCWK0Qn4qhlxq3Tqq5mGj6zRw6XpM2JVlHYnv8eTZkQmjBDRNGKIn1a/+JwDLDGJkCnoA41kGxcKtBHp7p0uj0UKxc+U/i5ehJEMtZwUYXGyt1cy+AG6TG1OkwEAexYCJhVhxJfBXOEn4klD4CpQCC5BTEDncrGiAExODB41I3b5pK7zpLlRfubjuWQrnMaHfrUTu86nY9c9a1D++LeoVq4pAElg23vRSwE+ez7wv6bybU47sgukcz6XlouDlzLQuHKsT30UEBxYSdOo8Dy7WLlj5uz1p/Hl8ObwBMuyYlp+i1HvmwO6CqQgKcp2qmYa/3xG7qtZBtsIfyN/UGo+rQ6XuAgsSVSqVAn//fcf9u7di2PHON+mevXqyXxIShN+LT8jIyPx0EMPySJSjh8/jo4dO2LAgAEB6xzJxYsXsX79ejz55JMe27VsyYVpCRqaxMREpKbK7YzC+8TERM3jTJ48GZmZmeJfMGx0gmaEjIoRhBGHi1UdCJSDkE/JiQgzDavjM6pC0owoV6LKSBqAzBsi/x6WZUUTETmpk4KJpjpbED741RLDOiEMYW65I7yQlmPF55vOypyCtRCuu+CfQ/bV4WTFdPtqiFqkXIUXvpfBVVDxt9YRpsFoedijyaDDuRs5OHmLGCxXjgeOLXc/YNZl72nObTny97wwouocbFMIV0E00xQQxRnDfBVGHHLhy6MwotSM+JmBddd5zqxV/jiX+yH6xj5Pzd0hE68JuOxuSQZXH9XW0KrhcrFiJJ6JuHfDCS0TKSitO5bq1SF80bYL4uswk17UhLpY9USHWpBjlviVombERGhGFPebn/gTOVSgWGwohZOSRrNmzTBs2DAMGzas1AoigJ/CyNKlS5GZmYmhQ4eCZVkcOXIEHTt2xODBgzFnzpxA9xEAsHDhQpQvXx69e/f22O7AgQMAgAoVuIG+devWOHz4MK5fl8I5161bh+joaNSvX1/zOGazGdHR0bK/QJMjCiOSZsRikn4SNe2I8CCZRWHEF82IFE3DMtyApYdTnIxtisq9Uip4QtOhEdpLChoGldBej30jzTTCMcD1pWKc7xka5208g+ZT12Pa3yfQcIp2jhuH04XXlx0Wk20JQqCO0NrYXS5ke3DeE6sc//2KbPurv+xGtVf/0gzJFn7r3joiM6UlRjbQR5oN6PzxJqTZfTx3m5caLVaFMMLfB2r3lS4nRbVtMCDDWS0qDphuwojTIWl1zNxzmJXrPpkJeTLe+eOgYn/fz+XcjRzvjXxFTXvlcsoc14HCTfYAV7FXgNSMeDI1/HtKw1mahwxvZ+CuLfQVcjz478wNTislCIN6M+Ez4p9mRGlSLqzPDcuySFFkQC7wUCE91Pzxxx9o27YtypQpgzJlyqBt27ZYtmxZqLsVFPwSRsLCwvDXX3/h5MmTePTRR9GlSxcMHz4cs2bNCnT/AAAulwsLFy7EiBEjxOQvAHD27Fm899572Lt3Ly5cuIAVK1Zg+PDhaN++PRo1agQA6N69O+rXr49hw4bh4MGDWLNmDd544w2MHTvWzcxU3OTZ3IURk14npmlX8xsh/TkASQDw7CgqmWlcvJmG04xwE4GbmUZ0jpMmCq0MrORAJRNefBnMRM2INPnqwbUtjJFmxpqT3huBW/0t3pksvg83cteCtCBlFzhw8ab2qk0rOigrhzOJdJjxr+rngoATxRATlNOOMT/sFd8KTswmxscBVqnNcPtcYabh74McNYEpWxG9FOB6LiSSv4hONoGatXxGSK0IL4wIQivJtawCnL2Rg+Q0ZQZWdQFRTQh4+vu9Ki3l+OxeoFLQ71ZOLtbxwkQlXuC2FnJlvmy/ZAZX+lZVLaPunDlyoe+OrE4XK9cW+igsOV2s7JqeSs2R+1YZiq4ZUWoxCps0Tu3ZVmpKSgqff/45Bg4ciAYNGmD27NmYPXs2GjZsiEGDBmH+/Pmh7l7A8VkYycrKkv3pdDr8/PPP2LlzJwYMGIA333xT/CzQrF+/HsnJyXjiiSdk200mE9avX4/u3bvjrrvuwosvvogBAwbgzz//FNvo9XqsXLkSer0erVu3xmOPPYbhw4fj3XffDXg/C4vgVR9BOLAyDCM69ak9aHZFgjFPvhwiwmCsN4qaEQPpM6IY/K/yvgvniQyxWkKPQ6YZkUZpPTFiazokitE0UiZRIxye91Ghba2ysvdWjZXO1L+Oy96r2YmnrpRWiOO71gYAjOtcC4NbVOGPrd4vM7hzSctR9x0RBAA74aZ15WambJUrjP8m/hpg8M/A2F1AnzlAAxXzp6cB3ekArLyDpYEX9vj7IM/qfn3+Pabw81Lxs8jMs+NCWi52nLvpX8VaHtJRkkQQsMkMtZl5dhy8QJhZeWdeA+Pev4OXMnDxZq67oKIhjKip509f964ZESJNjHrGs/lDaSYD8O8xSei7fIt7zr7dXriCi2uOStdDKYz8+nRrvPlAfdQsF4E6RPK+8lG+L7xa1SgjN7P6GCqsuuggfan0Zk2fEZb1UuyT5+hV+fxSWEHiaqa7tsrfxHPBZubMmZg9ezYWLFggmmnmz5+PuXPn4uOPPw519wKOzw6ssbGxqk6ILMtiwYIF+Pzzz0VHxUAnPuvevbvqjVq5cmWfCgZVrVoVq1atCmifAkGOis8IIK0cT6Rko2oZecpv0T+DN5sIA/jOc+n470wanu1QCzHhUh6NW7k2pF29idoAoDfBzupgBGDUuUShhwzHA4CDl9yjBISS4k6F0EMKDWRoL8MwMOl1sDldqv4seTYHNh1MRk9AVTPyx4GrmNLnbsRFcAmxrmXmY+/FW+jZoIJM0OGuibxPN7KtqBgbhg9WHceei7cwrnNtbDzpXjlUuHbkbb3xpKTOHt+1DsZ3rQMAmLKC8/WwOpw4cz0H0caKKG+/ApclHrqCdJhVtBnXswswZ/1p9G9aURQALJAm2k3H5UmbjlzhBlpRGNEbuQJx5eoCl3aJ7QpM8bDY0j37qZz8i/tfZwSiEoFb5/Hnvgu4eCoGm1WyTu47cxmDifQrOfkFOHLuJlrVkIosdpm1SSZs/T7mPjSrKnfC9QVBO3VL4dQrZP08d4MTgm9kW3Hv++uRhDRsswDQm2FnjDCCuEYKtp65CaNSGHHakZ5rQ1y4UTaG+esrUKd8JDafugG7k8XQr3Yi3KTHF8Oau5lJbFYrlOnt4tP3AegEAOhWP0HUkviLQeHoXT7aglFtq2NU2+oAgA3HUzHq2z1IJEo1qBFlNiDb6sBXw5uLQrqO4XxG1BIdqqEqjJCaEb0RC3elYiQAhzUXu86k4fPN57CJMCHpdQzWTmiPmuXcnbbVFhmF/Q3VopdKqpnm0qVLYkJRki5dumDcuHEh6FFw8VkY2bhxYzD7cUeSJwgjJvWfYd/FW+hxt9zJVpj8hdBZwTTy6UbOYTcpJgwj7qsmtl956CoaFRQAOiDbwWDfxSx00AM6l0PcV/mQl+EzhJLx+HqN2jSCIGDUM27CqlHPwOZUH6TWHE3BqYs30NMIOHRm6MBAB1Y2ydz34T/46alWaFw5Fk8s2oPj17Lw2VAGvRT1LpTainM3clFgd+HLLVz69JGLPKuoGRWjUPs68jwLQj4Hq92FV347iE9t+QADJOcZUU0HmHjNiFCF9Ua2FS3e3wCAE6xqlecGV0GDAgAmldU9IB1LlmW1wyTg4lacrjYElr1forKOG9A1H+DzfMprl1200y/ZcQ7bXer+KOHgBukMXTxiXelIzcjFoC924NTUnqLQptT6zP/3LL4a4ZtD3fif9sPuZPG/wffInCVJBNOekJRuHn9PWxhuQnMZzDiakocmOq7qtJJWNeLx9X/n0U/HXdc81oxwxoq8ggI0fW8dRrSuinf6NRDb+6rid7EMdIx0399VIVqcqIXIjq1n09COyM3Bsiw+33gcynq11jzJdFMvMQrrjqXgnfh1wHEXly7dC8pFmdbYIRDNX0tPflDXswvESKK6RE0sg14Hm8Plc60b1XaEifjI1Sx8uf0aRloApzUfQ77a6d7cxaLLx5tw4UN338DrWe6CRGHNNGrHOHo1C1Xiw2HQMZi/6SwebloJ326/gB92JCMu3Ih9b3ZTjwYMMtWrV8eKFSswceJE2fY///wTNWrUKPb+BBufhZHSmGQllLhcrGpoL8BlMbyUno+7K7rnBhC0DAaFZkRgX/ItmTByJaMAzfmB+5VlJ/AweAdWRjLTKB3qBL+I9nUk84cUtSOf+AUVp0Ul+sVo0AE2p6owkplnF00yaflAHGuAmZG2AdxA02/eVvzzYgccv8ZpDZ5dvM9toLqlKDy38eR1VC/rpYicBgYdA4eLFTOECpD+DPuSM2A2cwJDNrjJXRAyhKJvSwjflByrVBnZTGhGTFD3DRGvgZ4QRuKqIvvpPeg2ZS3WmThh8ejFFDTmrEf4ass5mA06DGtdjT84J0jaa3RFdtoVxJPHVSECnPr6psOMWJ2koUrPtSExxqLqK3Mj2zdTTb7NieUHOC3QK/fX1WwnrIaz+cgjYdXbVMeFOdv14bDxQ5ab9gNcpVgAMPJCXj5MCIcV2XmSOYQURtRW1YnRkgZBuBdcvKAsUC7KjEizQXSEBiSB+0JaLt784whGta2OzJw8QJHsN/mGpHUMMxnQlDmNEXmLgJ8XAVO85y0hzRIzHm7kpiVUIlQW9uToeYwwfVQiHMdNvDDia3p5j2YavRnfb7+IAl5XZGbs0MEFlw+eAhfSclE2yizW7yIprGbkwk1O6yZobQHg2J9zsGNFBC4l9cChy5n4fNM5sf2tPDsm/X4I0x8u/kr0b775Jh5//HHs3LkTbdq0AQBs3boVS5cuxcKFC4u9P8HGLwfWhQsX4tdff3Xb/uuvv/pcAvlOJ494iCIVwkiNstygrDYBCAODsIpUCiNqg5MwCd3MZ+GAe2ivMhxWeGDDiVWX5MAqX/3kEVkb3b5XTAnvvmLKzHfAyHD9upLthJWfZNScNzccl5tY1ihCIS8onNIWbr2At/7wnF1X0GAokcKU5ddVcOYVBj9B+MhiI2TvbQ4XWJbFJ+tPyfYXBmphlQ8Qyc8UmBjCTEMgmHHy+QE9L5fzSbiRbcXUv47jzT+OSlouPpLjs1NRSM7gvtOTMBLOcJNGJrjzEYQR4V5QC5lW5uXQgtS8efKFFO5lwWwYbjKgEXMWM42fcw1YFxwsnxuGP5dtr3bGlD7yqDih78LEp+bsCgD5Nvfni8x7IjxLLoXmLNJscKvY+9WW88i1OjB2yT5sOZ2Gxxfulmn5bHy/Sc1Y9bIRqMgUrlCb4PQOAP2beq+sLPTTk2ZEWPXXqxAt0wB4KzWh1NKoOncTOUYu3MwV711ALphrcTIlGx1n/ou+//vPzawHFN7f4+DlDABSfahE3MQ049eYZ5qL45fV85eoaU6LgyFDhmDDhg3Iz8/H3LlzMXfuXOTl5WH9+vV47LHHQtKnYOKXMDJt2jSULVvWbXv58uXxwQcfFLlTdwKCiUbHcFEFJFKNCe1oGmGyNCkmTb2KOlEYuO0wwMH/5Hq4EMmvmpQ1N/7gV7GH+AcX0C5PLqhJldodQPIzURvMsgokLcieyzmiY6faijc+Qm55JyNiACBWocXwBXIcVdPAKpOuRfCTlOB0LEwq2eA0EFVieP8bp8tN0yRsJ/cDtCOGBI2Jg5Gfl+BbJEyyTisnhJGrwwJFUjYra4KdEEC1eFq/kjsfljsfPa9dEDLTqk1mgm+HN8hJylNxOWXV2TKRJnTSHRA/z9bHEfcJ158KMRY3wUD4rIDlrhOZOj7f5hQnUVUHccI/QuiHcvUeaTa4+XltO3sTH6w6jmRCMBb6sddVG3McA2Tbwox6VIixgCXvAh/qAQl9Nhl0XrUigHTf2pwuTaFCiOZRjkOeFhMfrDqONh/+I3M2Vjs+y/s1ORkjDHpGvHcBIExDGCGrWv+2l8vvdC4tF0v3uSfTVI0M08DhdIkCfVneoTeakX6vFwy/q+43oVsdn78j0LRr1w4rVqzAmTNncObMGfz555+l1krhlzCSnJyM6tWru22vWrUqkpOTVfagKMkh/EWU9kizh+RPopmGHyjMiogEneJYDANRA2GHHk5IK0tyQHWpLFn3JWeIr7Uqggp5NZSREQBvpoF6pE9mvl1cOdphgI3XZ6uZLpQDTu+Gkh+Ny8X6Xd9DQG1IV2pGxBWm1QEdXKIpIIufvO+rymmzrA6XbPUqIPyWFh9Wg4JAlufirmlGng0Tfj4gaoSESfbfo8loNGUNDl2W1PuN3+HzrPCakXyYYGd5rZMHzYhwPnV13OBv4LULmXnawggApPoQVUP69HjKWSHcY4LAzbKszFfjn4xEOPkh61ED57jOMIysPgvXd8FMY5a9B4DmU9fhKT58V03FL2hlHE6XqMVRarAiLQbVqJstp9PgJIQt4bk75KoBq3B/89s+6N8AZqNOPB8AyL7qPURdLErpY7kEUnOqFZZuVUktT36H2m/2xeZzuJpZgO+JSCA1nxHBLHUl2wmXC2Chg5XlroXyWejbmMusnU88P4LfFyAtkkhWHfY9YZxgxgMgOl6Ti4Ph+nVu+yRGW7w6/1ICg1/CSPny5XHo0CG37QcPHkSZMmVU9qAoydPwFwE8Z6IUHUZ1cgdWgYOXM/DVlnMy4UKuGeFXyYxLZoZRC6Ud0bqq+FpYha08dE0mkChTq5N4Wlnl251Sv1gDbPyEaYbdrXidUtggu5ptdXhU/WvhLYpQ0AQJCFqknAI7Eggf0CxeM2JwcQOr3elSDZ218QM1OQA/oN/h1g6QBLIcB3dNf9lzCcv2X8G8jWcBSJqRvNwcZBU4MHmp/FlkWVZMKpUPs8w0p0Rp4ljt5K69jhdGrA4nMvPs6PPpf6p9vXzLe74ImTDiYMWV7/yh8lTpopmG/4EL7C4ku8qLn7/ieAqd9QcAAK10Upi20l9Jz5+nZKaRJrdcm1OMYFHVjPDfTU6sgtlHINJsUL1/9DpGVnRSDFOHQdToCAKhSa+H2aCXaUaivr4P+Kqb+4EJhGdPGUWjBTk+COMJy7J4dvFeVHv1L1R79S88/yOXKVaZ9VgQDo9fy0LXWZvwx4Erbsd3qmiSSI4mc5EyNhhxM5fTwBbwglkYI9fIvsXfi7k2J1wu1qe6PcrihZ4gtXKCc34kkfdHbSHUrFrho8UChV6vh06n0/wDgOvXr4uvb3f8qk0zePBgjBs3DlFRUWjfvj0AYNOmTXjhhRcwaNCggHawtCKs9sPN7pO4MCio5bTIVxQYU/qMnEjJxtS/jqNSXDjub5AIF8vKNBBOlmv/SrdaALGv1c6F+pJhdkJuDUASLE6mZuP7HRcxsg2nGRMGdE8+I2qDlM3hkglJpJlGWafj43WnFPsWveqpN4RoJYEooiJq2TAW4OdgwaxhYDkhw+Z0iYX4SDLzuc/VQoDlsDDzq+ddl7LxYFXgxDV58ixhxS8INlkKrUWB3YUw3kxTwJpEp09lbo4wo16MthDY4GqKx7FWFFx+2JGMNxX+Nx/2b4hXlx4GANzM8a7pIYVqm9MphoBXVlRPNSly2eTaHKJG4YirGgAGx1xVUV/HrcZrMNxKWakZETRL+bwGycKqa2/UNCOCUE4K5zqFZiTCpEeDitGiyl+AzMsDQPbcVS4XA2RIAopRz8Bs0Ln78VzeBU/YFQ7s3jDwSRRdrHRO+XYnNhxORkVkojyTgVQ2DldR1k0zIjy/b684inBHBl74KRv9mlSUtSG1umoLGh0vpNtgFPOq5MOMGOTBopj8Sd+5bKtD9FdS8kbvenzOIBYPX/oA2d+GI2r4T+r2VgLh976nSqz0nZCEkRNsFeUusnQFxY0vmVbj4uKwfPny4HemGPBLGHnvvfdw4cIFdOnSRcyI6nK5MHz4cOoz4iPCg6EWheLJTFMgqPt5YUSrquaxq5m4v0EiP+lz32UjNCNGxglWx4gDFeefYsSIb6TBkNTakA/lqsPXRGFE8FGwqJhpTB4c4GwOl6jGthFmmqHNE9x8RNz2JY7nb66IR5pLzn+ta5bFhZty86JRUzPiEG3ddlaPPF4w0AuDrsMlmjZI7CqaERIzbKjGpOAcKxWBfGvlGTzYtqnbpC2YaSxQXznm2hzISr+FBHDaAQfUzTQsWF7wlSbbPJY7H0EzcjLVPYvooBZV8Nfha9hyOs0nmz35e9kcUs0l5epeFF4dLlzPKsDCrRfwkI53vmY5h+MX7GOxzsyl4n/J8AuA0W73nkGhGQGA+3RHsM3VQNZOzflRMIOS9yxpKjIZdDDodfhyeHM89d1eMAxkZjLZ+RCav4SIcJkwYjLoYDboPJrO1BA0o6ZCFJI0GXQosLvE8cTlcmGD+SVUIpxnn7S9CLNRHlos/B7tXLvxleVjfOfoBuABWRty/ldLjma3coKgDXpRa1TAmgBGfv/WKBcBi1GPMKMe+XZOG3eGN4W1qB6P3g0rYMaak1g48l4x+icauXhYvxk4DyA7xa3Wk5J8lTE3ApKgut3lXh7EV6EvGPTt29drG6PR6FO72wG/hBGTyYSff/4Z7733Hg4ePIiwsDA0bNgQVatW9b4zBQBh+1URJsweHFiFB97Er9yVq0LxGEZJu2IgBkXRRu1ycvZ2A/fwq2lhYohVM1l3hlRRC31UE4oMXjQjcp8R7lbsc7d3M9/6Y9cxqm0N6HWMzzkQBMpHmfHpkKZoTiTrGt2uOn7cpRBGFOYvMfLI6kB5AzeAWWEUV+6CZsTuZMUkSmaDzu26ugsjLAAG/yu3HN2zl2OKfbj4iRVG1H59lbvTMD/JhjHqgk2e1Ymc9FtI0AF5Hsw0Lhd3/5FOwwWin4W6f4FgQhNCRn0SRhQ+I6IwohjoBb8Vm9OFVYev8dskgRUATrPSylxXhsu1oLz3BA0QKYx00h1wF0Y8mGnU6jMBQDj/vFWICcOfz7fFnwevimYOJcJ1tcMAxmDitwlmGh1MegaxjELYYzwXiLQrfMZ8waTnhBHxXnTaZIIIALTUHcdJQz/5fvx1fcXwEwBguMHdp2L2+tNiYkC1Z9FuE4QRaSwR7l8LYxPl4Drlufwmgjn46NVMvLaM075l5Nkw4r5qYsqCo1c44e8R/Wbpi3woXyBU3A4z6cUxTLi/APVos2BWD/fGxYueM/OWtvnWL2FEoE6dOqhTJ3SexrczwqCn5ogmDK5qqY5tiv20qtuKAo3NKSbXIn1GhBTZJoNOUxghV5ykpz3ppCc5v6mZaQSHRPdByuZ0yQZrYbJhfKgWu+tCOr7+7xyeal/Tcxp8FSLMBrSoHi/bVqNcJOYOvgfjiElFaaaJJCZfPW/rtsIoDrJ6J7fN5nCJg16UxQCrzIzBwqIw01hgQwHM6J69HADwpEHKFGyHAS6VaydMslpalmyrXVzx5bIWIjeHfLBVMxUIE4VeIbjseq0L9DoGZXh/Dyks3LswQgrVNodLtcozsq6hwhct8bGxEV52jMEUvnCbILCK9y0Y/Opoj0cMm9HtnloA3O+96nFmIBtIY6U8PddYdyFX7flyuFi4iIrZZfRyU0GEUX5fqC0mBASfiAKYJJ8RfvIzGnQIX/cK3jQuBgD857wbbfVHuUnV6QD06kOzllbJE2ajHiiQct2wGs+MlgOr8pu08o6oLTocvO+S4BMGAEJe2kcalcGEVq3x1ZbzeL13PQCScDtm8T6xfZgisZvwRLxp/EH6HluB18lMWCRYjDqp6jlxn6v5VBXmOgeaGjVqiFnN1TKQuwo59pV0/BZGLl++jBUrViA5ORk2m3xQDFbBvNKE8OAqJz2A1Gp4D+2NgrpdVVhhOIjaEHYYxGgaOG3Azs/RQZeFFagv+65n9cv5kDcpuVg0ET5JOoyKeTdUNDRaidIApc+IXhqsHN59EAAuqdhT7Wt61Yw8fl81WcZPrYgCpVCoNNNEmbnzZ1lu4IOR14zwkQFCSXubU1qBRpgNYql3QO65LxCJAlEbAUjmEQer00wIJQgjYRpmmvRcG8ozvDCCMCI3h/x+ijAbYNIzMse9fN5MQzptLn6yJcpHyyMKIvnroVWlmIS85gUOp1tEGADgxErorJkYoN+CF+1jxM2kX5HYR9E0xvWbFJTHdKyJvrpywDZun9+dbTFA/5/qqlfQjHTR7YUOLNa5uGyydhenvWHgwh+6l2T7XM+S1zbxJIwIAmEOLMiwMbLzMTEs9PukxFVCiDgALs2/3j0dOiCZkZT3pxsZycDshkC5ejDpOdO5GKWkkt+GEU12PFnX0C9/KU7APcNugcYzJBy/AXMOXfX78JmjH5w2XkgnNCOJZeKAW0C/u+PBVItH82rxqserGBuGKxn5ePX+u2Tb48LdzbiZ2TkoU85tswzS3+5Ry048Yh6DY2w18fO2uiNIxE2kQBJcQ2mm2b9frnGz2+04fPgwZsyYgalTp4aoV8HDL2Fkw4YN6Nu3L2rUqIETJ06gQYMGuHDhAliWRdOmTb0fgIJvtl4AAJn3Pc79C5z8G2ERowBoaEZEM40O2PYpRm99HXt147Ha1ULWTqie6bRLkyHn1c8POFvnAADmAtjHzOYmUJaFHk68YvyFa5O8k8vkmdAAtTO3IglOXEVZmZRudbgQi2yMO/U4sGkg0OEV8TPV0ECHFTCYYXO4UJ65BQDIZCOkwYrXMAxvXRXfbb+ImY80xku/KkrCQxKIvGWHfLtPfWTl27F0PxcJoFqAj2VR++QCdNIZsNF1DwB39azFyOV1cLpYyT+Elcw0OpekGREENGWqbjVhJJwpAIgVvGAe0Zss2PBcB0xdeQzVy0biZq5VDG106HgHVg1n2LQcK8IFzQjM4kSuTKH+dNRWNPtpJNrrhnHHZXWEs6sLggmpjaIQIQCx4rNHM40tD1j+DMqG3wegMgDufrcTJQRErFkqB5CuGas3Q7h8wjUXavOQk+hjraqC+fMIAC4/iCBcqWmRCuxOWGDF1yau6Ng6ZzOMtk+E3cnC5mBRh7mM8rgl20epMTJ7MJdECAIhG4Z8pzxZW7kzv8ja5rBEiJbDKhYEVCJcO7cV+8oJQHYqMHgJkHkFmMvdx7hxHPeYj+IKaiBNiE7RCCWTCVbr38bQzJ/BGE67hTYr/bRSswqQEGlEw23j8KrBiBH6tQhjbLDABqed016RwkiZuFjgFsCo1FY6+k4P3P32GgDAFb5gJ5kVFgAeaFQB289cBwi/6ryCfHgz8JL+bablowEGuIc5I35eS3cVOyzPo3rBD2D5hUAoi+gJledJmjVrhsTEREyfPh0PPfRQCHoVPPwS+yZPnoyXXnoJhw8fhsViwe+//45Lly6hQ4cOeOSRRwLdx1LJwUsZAID9yRnA9ePA9BrAd/2AnQvwxD+cXV7VZ4TUjKx9HQCwwDRb1iYGOah+9S/AlgunXakZcf/JqzGpSNoyGZhVD5UYKZoG33QHFrQFNs9Au91j8T/T/wAAcY4bwMw6wJ8vwGazYq7xUyTmnwE2vi87rhjaK2gv5jQBppYHNk6D3eFATYbzCzjDVpRWvnzGxnf7NcCFD3vj4WbqWSYFYYvJuyFOvGowDINZA5uI71XDBb/tg5qHP8FC0wxxk9ImzzAMIs0GVGFSMdm4BIDcTKNzSsc9xqeuF0w7AmoZJ+vFM2haWRJGGF4YYfRG1CwXiYUjW+CtPvVl/jsOPTc4h2mcd2pmPiJ4E0EeaxEFUNI+DrAYlT4LRnsW7wjqfn/owKJyvHotG9KhV0b+LeDP8cCUGGBOY+DYH2i8Z5L48fTVJyR7Pbnq1Ej4JQgj9zepJm4TBCZBi0Ym/zLrWOAGF31VjskQtShhjA0m2PGlcSae0nNVvfNsDrTWSVWau+n3Ih7ZcDhdsDldeNnws1t/lKp8z5oRbjLNhVlMYCdop8Jy5D5KtXVX4NTxK34P1ZhlixGBgz8De77hiiPeugB8Ul9Wqbi69SQaM2fQbsV9wL7vNavjypKeHeLOvZt+r1s7pUn3592XgL2LkHRlDZ4xrBR9mdrojsAlmGmIda/RHK55nspUB3odgwSFVs5w+m98dLSjbFtBnvxYey/eEkOX1x65ClzZC0c+52uilhOJ5LxFym7at0mSh5ahoVatWti5072uz+2OX8LI8ePHMXw452hnMBiQn5+PyMhIvPvuu/joo48C2sE7gu/7A3nyVMT9dZux5miq2+SpOhgpeN2wGF2OvwFsmi4KI06WgQs6wvYuEYdsJJ7+Eci+hsHhe9wPyAsZzfgaIeNzPgFyUoG9izDpQHfco5NWF0J+CxRkolnG34hEHq5m5AOpR4FbfAKjTR8i3JGBcMYKFgwSq96FWhV4Va2PZporGflA1jU0W9YBq0yTAY3U6j5xYYvbJjVfngSTFZvNE3CvjpvsSAdWHVGdVPD2V6b5t6g4nH72cB38PkiKAhCzUpJ1aSAPnc7lU7ZHQW4yELiVkUm0tUgRVMREev7e5eLrKjohFwRhxgMwpHkSfn6qtep3CGYamWbk3L/AR9WAvbz5Ide9UrIx5xqWmt5CX902+ereRiYRI6JXeO2P2RKOhGjumigFV1JQizv6HZDFZeo86aokmrTuYpLRR7cd3fT78JrxR2QV2HEr146GjJRUCwAqMDdRYHdBf2k7uurdHVONjHwiVlbqJRGKD+ayYWJEk6AZYcLl63gjHHAawlWuhRxhpS7Tup0kKpKf/cdtH1NsRXxtmglzQRqw7i1VzQgDQsOUKzm3prExcs1IXjrif3kIz+r/EDflWh3AqdVux3TAoOrAKlbp9lR1msfpYt3HuuVj3NoVFORzxSG3z8Ot7HwMmL9N/Gzdj58AX3ZGl92jAbhnmtXiowENVbWCxUVmZqbsLyMjA8ePH8drr72G2rVrh6xfwcIvYSQiIkL0E6lQoQLOnj0rfpaWVrhaC3c6w1tXBbLdMwvOMi0AIFUuFfAlA6OQnRIHf4KLn9yFwdDJugsjtXVSmmU7691hq4FD0o+aXAWIIhIHoYCfCNe+idE3Z2CG8XPM//esbIBDVAVEOrhsiE5LHJY80w41K/CDs1NFc6GB49Ju6J0FqKZLleULiLIUwvroUP8+Nce1+wzHZe/DwyMknxGi33sucqr9uHCTmJ8EUDfT6O25YIjJIZJX7csq9gJ4tmMt8XWWgzumUrjRwYU3Dd+j2iUuP4GLZWTOk6TfBHPYvbaUDUaZZmRq37uQFKuuGRGy9649lorNp27gVq4NjmN/qbYlec24GE11ZzDX9CmMLHE9ts0VX5JCk3jNDGYxu7CNFUx63PmbDDrseaMr9r7RFfoD38vO5x6GE6A76g/iY/6ZAoBGU9bir8PXZCt2AKjEpKH33C3Qr54ENRYOv0f23tNzWFPHaf5yYRF/AyHPTKRBrmHJgxmpBdx5/b3vDL7577yYih/XDnGapmXPIIuvESTL61OBUOevfdOtH1F6G8oyvBksP11Vbud8RvhzOb1WOj84xPMAAOz+GmFXt+MVo6Q1yrE6ZPsI3KM7g/x8TmMh1OYZ17mWJIzY1YVpEmX1bK6z7mNYQUE+8O0DwJrXsHWt/N7ureO0CE105wCop1NQw5faP8EkPj4ecXFx4l98fDwaNGiAPXv2YMGCBd4PcJvhlzDSqlUr/Pcfl5GxV69eePHFF/H+++/jiSeeQKtWrQLawdLKyOjduJc54ZZESImY+Cc/A8i6BpvDhfa6g+hy7HVZu5XPt8XMRxSVJSPLIdbOZZs0M3YsGnkvRnd0l6gTkCG+Nru8DxDnjB6kckEY2ccVTOyp3w0AYF3E4Jt9DTFOXhgJ5wcbvXyCUaNb/QQx02s95iI2b5WygtZjOLX34/dVw+yBTRBpNuCLYc3Ez7/mS93PepS/RtYc4OfHgC0fy75DcCA1qqx4q+jk2qtaBUfw9kP85OSwol1t+SqKYYDVE9rj/ru59PWNEuQCBgDAlq2+QlQUyYsJM+LH0dyzNaoTF3lggQ2DW1TGwOacP8awmIMYZfgbg29+CoCbBAHGrTZNtIawZoMBC4YTvkcubXs5KfAN/2YX7nlvHX7bwWmMWHO05n4NCE2E6e/xqm1OW4bjZT6cVBJGLJg7+B5EWQzo3og7X/JeKRtp5iJ9CK2CU2cSw4W1UCY0G2VYhTHWr8XEakqaVJKfW70K0ejftCJa1+CE6SiLAY+1qoLyjKSdSmbLo1ws5wOSFKnHvje7weCSC8FO6PnfC/hh81G8u/KYFDL8eTvu/4M/4uO1p9BTtxPvXxkFXD/BbScFahWtSpSOeKaN4aoOrABhfiHuR5kgAgB57ovNX/ZcUj0eADzLcoJBzbJhmNa/IcZ1qQ0YPAsjXesliK9V71W1c7wiaTfrGuR9Jh20dRoh6+6wbuH9xc3GjRvx77//in+bN2/G8ePHcebMmVI5z/rlwDpr1izk5HA3xDvvvIOcnBz8/PPPqF27No2k8YWUI3jb9glgBg7pR2k222x6AfOjl3JvPr0XyL0Oc9XfMM/0EUCWZGB0aFAxBg0qxnAmAsHMa4lFy5tbxWYd65YH0txXuoIjKQBUYK9rV3DjMekZqCzyOTRUzAW5mSC/+S7XGUAHsKIwwk/UTvcD//ZMa6w4eBUv96jL1YiZwvtYEAqlOWFfIOLunoho/gQMSQk4PKW7LDtkl3oJuPChFB2EHZ8Bx//k/gg66A7iuKsKuqzrDiznNUZP/gNUaoYnst1XI3dX4dOVO62onxSNMmeX417dSbzpGAmrw4WKsWGYM7gJftiRjAdiLgDKWlzWHHXtjN5dcGldswx3Duc2AZuBSpEMpvS9Gya9Du/0uxs35k4HGWATxeTjowENEb59HZAODGqaiJoNW6BVjTLAe+5fGREejvZ1pbo/pN+BEsFMQ1KX17Cl3TUU5Q7OV3zK4j7dUVTXpYpbdId+Bvp/wb2p0Bi4JjkqjzWswAzHQDRLNABpAIzhuLdaPA6+1R263ReA4wDy0oHLe4Af+nPX6+XTnM+EcIyu9fFLShe0PD5Y8zyUk1ML3Um00HmoEaO4Jnodg1mPNgHA+XgZdFzG08ktTQBfbLhz41oY1tYInOSiruIjTG6/eTYbLhaxTOCdZjcT2ZAFMvPtmG+Zw/3OK54HnlznVcMw4AbxW+hN0DJp1ijHmf+g81B4siDTbVPNshGAet43MWFcVddltBQyOnvRjIzvWhvrj3P3iah5yrkO/PYEULeX6oLlrvNStXi7jhPq7qkSi4nd6iD8e+laHzA/hf34Wvv8eNQKdhY3QnZzJXa7HVu2bCl1BfMKLYw4nU5cvnxZ9PSNiIgolSqjoJIhrbo8hY5V0d1AxuXjANtQtL8n5Z1yb0io+WXpxi0xSOMzV7JCIWyVSa4csYrrw6jXICFRrupkaExgedkZMmGkPsupTBEWy/2v5533bl0ADv8G3N0f4K9NczL8T8P5LsmVAhxeCFzaAIw/7FZ80A0Ne/WXxo+xyNkD4blEhdCvOgNTVEbbpiMAg0U8XvkoCyabPgMA7HTVw+RebwDgbPGj2lYHTp12P4YtB3CoDMoGD1lo+cE83uQEeJWzxahH5ewDsmZ55nIYeG8VoKAKsAGw6FxoV7ucpsYjNjJSrgJntVeR0WHKoYNFY4Yz1+6JvR89IRdGjHDiXkZlkr9xCihXR3Vi6lkvHvXNvDBi4iZKnY6RtEZn1nF/AunngPCy4uo9MSYM4+7rDLwPTe7Saa/qVfEgoJFRPRE6/hqHl8XcwfcAN3lTtiBsK+6/tkNexZolnwAA4pWJ0GQQ978g+Kvdy8/uAD5TWT07bVAr5sSA5fIKsSzw9yvu+wmo3Duu68cBFaUfyaGyvSGKuaLPiLowEkdkYBa1E2te53y7VPy73PojRmvp0KxqHDKJxVY0k4f29q1au4ocfF1dEChutm/fjgsXLsjSZ2RmZmL8+PH45ptvwDAMRowYEcIeBo5C66H0ej26d++OW7dueW9M0UCaKL1l+NPZsmQrAfUkX9LgEuXMkDabIsUkYhn1hnDbDO6jRgJTuN/SozCiotkAAFuu/Dt68OYbJozPhCpMMId+Bn4fBWybU6jji2Qke/5cIL6m6ubDbA2P0TkC6bp4oMvbkhDlsMoc4+KYbFSIUWihVFaVWPMacPJv9+1678KIchLKMkuOsAscDyB85HL+WPy1dalPhCI3jnMCICNk6dWeeMm8Mwsea4YwWMVV8GlrHN60Py5rHwarW2E0AMCPA7n/be75ct7pVVvqq5G4lioCNQDu+lZrK713OQGjdsXVx1pV0SxWKKPDJEAwPXkwXckQfIiE5034PYVnWfEbhNXrjug4TksYzXDXooPgL1Gjk9hOFs2j4wVCNQ1DubuAOj3dt7scmmYao54BLm7zGM0j3hsAkqLkEUKe2OwiTMheNCORhHOu2Nfsa6ptVeH7b9LrEO7KQwUmXfYxkyM/1pX73NWE4brQa0bGjh2Ltm3b4plnnsGECRPEv7fffhsMw2DixIkYP358qLsZMPwyijVo0ADnzp0LdF/uHIhVu4FRHxgEdI582eBgdKgnOROQCSOsCxEubpWlM/Ge+gb3wTkOnlZiSlgx9bkqLrtqmKY1V12Pq9Pzq0mlkHRZJaoH8MkD3yeEScEUKbsmR11VNdOsC8x39MHzST8CEWUIzYgVFjJlvtqOVg1d9vZP3bdd3q3dAdHmrpjQ7BkAgM8cfWHtOAVI5NOfKydCD345ACTtiCdhhIhgSYg2I4K3D7lYBsmZLsRBbq6bZ5yDShbue13kJJnPC6kq5r3y4YxkziDvD0+CGnnlPZxnOdzC1AcbejgOweFfAZ1wTXwVRnjBTxAEhf47bXzmPHfBrF1Dzkk5nn8eRbclnaRxkTlBC8dWM/MxDPDod+7bXQ7tPCN6HXDFPZRXflzpHq8Rq0dSjEUzxJykTiXCEVV4ZjSEkQiieKiYME9lEaUJL9ga9QxwSaXwYJZcGMlv8gTsSsd+Dcf24uSXX37BunXrkJmZifT0dPHv1KlTYFkW6enppUop4JcwMnXqVLz00ktYuXIlrl27hqysLNkfxRuEZsTTxA6AcVhlD20Ze6qH1hCFDwCAy45h4ML+Ik/yzgoq6n8D46tTF7cKMnnUjDhUtRqsTX21Zdy/iHuRq7CPJzRwa8sd37fQX68Ix6ndDYiWnIjNsIshmUrSwjltyhZXQzGyQxokWYQZpOuoqu/SuAaqVFEPqQUgrfbtebKJxcg7H5tgxxNtq0nthRW0MEFqaZeEay5oUKzaIaYRJr3oXFgnIYpL3gYunfxv+69iqautrH07/RE0cx3iuhNF+KVEV+TOQUUzAqddEj5JIVqv4dPAsvJzu1s7KdRuy1iuOI8v1OsjXcPDv3COz2paLpI03pwqnJfYZ5YTaFSEamMsl9Pi3njuPhEi5/KJ5IeyMveCGU1p7nhyA/e/wQS3O5F1yZ3JCQx6nWbyORFiIRWusyMxxiLmtPHE4LZEFlWjkGdEXRgRcvwY4cBjV97lfMTOrPf6HQKmAs7R3KjXSfcySfI22dvqZSPwYtR0/GvpIm0M1KKnCKSnp6Nx48Zu24UU8aUNv4SRXr164eDBg+jbty8qVaokhh7FxsYiLi7O+wEoIkZNT1AOa34uMrOkga9TgXuxKpJ4q+TrwBIrW30Br6pU0YwUhu66PTCxnnxG7MCeRdJb/hYTsy0myFejrKCCzs9wP44aRV2xHF0OfN4BuMFHIihW2RbGpplm3eLkJuc81oItp/moAmLFFkYkFVMtZFaYvg9fof2ZYNpy2aXJg8jP8kiDGM7RV0DUjAhmGo1+NOWL9IlmGu17k2EYbJnUGfve7IYIswHVGc6jWpiYLrPl0axgPjIRJe4TzvITc7m60oFYF9cfNS2MixRGiJWx5iqZlYTMB+cD4byfUd3e6s09aZ9IWj0rCSObZ3BOz7u9OEHu52rOiEI2eZ85beq/QQzn4Fk3azse1P0nZgvefU4S1IWsrtyx+eguQUPG6IFhy4BKRAr3pze5f4/K78qA5TQJBV6EEULYC9fZYTHqPZo15zoexIf2QTBaiIyygjDtZcJ/zrAczbPd86aQnK7/vPSm1bMAAEs+t2AzGnQyH6iVzpaqx9DrGMyeOArtX/kdEPK/BGrRUwTefvtthIeHu22PjIzE22+/HYIeBRe/omk2btwY6H7cWZBmGrW8GuP2w/ltP+gzk1GDuYZbP42BkKOzqkvD4Y4vrtXx9DRxk8shJn9H3rC/ueoXhVF3qjDPNNdzA3s+UKYGkMn5bohJ1oTVmzlK1pzpzYfWKu3UmVfUj1/UFcuvvLPXtQPc/3qT7Pfoo9+Bna673PdzORFu4wSQFDYOFWL4AZXwX2CJ31KtirHHHCotngZ6fMA58MZU9OzAaorgVpf2PC7KwBLD5Y/giWmhiB5R+oxoDbT3DOMPUInzvbF7vtYxF1YDJ/4CGg1EM5UIlJuIQborHDE63uzA8gKHwcxFKH3VGbBmq2tFAF4zwveVFKK1BGqWODdy8n/4a+T9+SrCDy2St8+6DCX7XLXQlE/i52B1uBx9D6pFlJeEEQEPickAAJn8c1r/Qff+OG3q9zHvpAsAs02fYaC9K7eZEHLLghAWhHO9zmeR7f8FULOz4pgqaeVVfn8GLGemyfei9hcSF4ITRsKMek1NIgDMcjwKAHiV3ChqRrQ1hXrGhRcMSz33BYA+PFZ6E89VcQ4rICJx+GCBk65KyGO1F2Ji8jqDb4JScdC1a1f8888/6N2bE6ZzcnKwbt06VKlSBW+99VaIexd4/NKMVK9eHe3bt0eHDh1kf+3bt0f16tUD2sEpU6aAYRjZ3113SZNFQUEBxo4dizJlyiAyMhIDBgxAaqrclJGcnIzevXsjPDwc5cuXx8svvwyHw3uBr+AhTX46NR+Q+Bpgy3LnOMn4E6rlSJkgybLoMlQeHpfTgVy+NocxhleNazn/+UPXKe7bbp2XmSOENNjiSlAhjCCWL4OdpKhpREQcyQj0ikVFOItUy2yaewM61gkny+AGYvHL07wZRacTJxqjS+pbmQiV6yz8Ri2eBh74BOj/lfRZXDWuUmvZWnJnTS0ssdz/wqSYRzjp1egobyvmcPGgGen8BleHCJB8UrwNyD8/Bhz8Efj+QYwzLAfADfpv96kvNsklYqhER0edUboPCjKlczCE4RX7aOn4Trv0e5Phpkb31aJsH0A++RvDwCTWd2+rot3YRQii/7ZbjIrj13O/sfI+IQQHVcry1czr3M/9TwozWpoRk/y8OuZxNVpI00w8Qwgj1mxOWMviBXc1oU5NGLGrCw9GvQ4oyFD9TITQNFhg4zQjvLbGqlO/bxtWjJFvEH1GtO+vH1uqPP+PuQsnBkIYccVWAwCEW7nx36BjgI1ckcDyTAZyK6hrRmSIDumh14y8/vrrom+my+VC27ZtxVxen332WYh7F3j8FkZu3HCPgU9PTw+4MAIAd999N65duyb+CQnXAGDChAn4888/8euvv2LTpk24evUq+vfvL37udDrRu3dv2Gw2bNu2Dd9++y0WLVoUEsmywO7E9ewCOAg7f9w398kbVWgCANCb1B9srbLxaoMb67SLhdcMBn4wLKKZRkaYikluw7uyVWM4mweAlcw0hDDihE4qld52PNDpDWl1rqXBKYzfhS+oOEMmKrzvAYgZZG8hCk7oUTmemDj4CbNNgmSLDzcrHOIA6TeyRAPNnwAaEXWcCrsSE1Xd/DEFzUiZWu5tdQphRE1DQzo1+qhGV+NWRE08fl81LH2Wu6+FRF4Ace/qTdJkbs+XJlFTOH5xdkIqG8v30+buCEr2z/0k1DUjAExmlecpy137RpZL6Hp3JSm0VPncGL0II0I/BA0Xw8gdidWureKYY/I+BzIuyTLnliGFEXuuPAxXTUAyqQhuKr8/AyA8/YhqJlUZhOYknBHMNNzxrljquDUf3a46pvRVCIJiNI32s9wij0gxoDMCXd4CEt0djqMiJWErx8iZWEwObvwxGXSiqc5S7V4MHu0hZFlA+J0V5TlCweHDh8VcI//++y+uXr2Ky5cvY/HixZg9e3ZoOxcE/DLTaDnQ5OTkwGIJ4GTHYzAYkJiY6LY9MzMTX3/9NZYsWYLOnTn15MKFC1GvXj3s2LEDrVq1wtq1a3Hs2DGsX78eCQkJaNKkCd577z1MmjQJU6ZMgcnkyTM/sGw/exMjF+1GR90BLFJ+bXQl4OFvgLJcdlPGl9UxiT0PUNStdDnsUi0MYSD01UwTFi9T/aui1HIIKASj743TYCngv5+oRuqAQRr6DWagw8vAsT+A/d9rr5q8Odhp4XQAh35y364ijJRRy/Ng5baFR8Xh72faqX6F7u8Xxdf3N6gg/zDtNLCHr9lC/gYNHwFOrgYaDPDcfyVKdbIwSYSplGNXmmkU0QQA5MKIl2gHTzSuFAWGYdC0ShzKR5mRU6ByH0eUlSYkl11KPMdPxlLtGbu6cKGlGWFJYUTu5KpXm5QrtZAlSQMAO0sMieR3Ku8TnYqwSSI8A6QmUm/iBSyb+v2t5pS4cwGqMZKmN14Z+SbUAQKA+v3c91e7Vk71Z6vMX0+qbpdBjAlhjA0Wo07UjGTpY92av95bRSNFRhZpEU7cx6+ncIsWlSiguBhJ65JrKoNoAEaXFTONC9DwggtwcQJPWOdXAJMRqNwSuOShyJwgqLFOyVQclej99w4CBQUFog/m2rVrcf/99yMiIgKtW7fGpUuFzI9zG1AozcjEiRMxceJEMAyDN998U3w/ceJEvPDCCxg4cCCaNGkS8E6ePn0aSUlJqFGjBoYOHYrkZM4fYe/evbDb7ejatavY9q677kKVKlWwfft2AFzSmIYNGyIhQUox3KNHD2RlZeHo0aPQwmq1BjxKKNfGCQZqlXNhMAFVWkoPoYf8CKqo2LCv3MyEXggdFlbH3tTL4FeHY3eqm2HE/lpkq8X0hDbEAeTCSDv9ESRk7OPeEAKMXU0WFgZPjYRIfrPnG+CPse7bPYaJEvBJ58JRgHoVNNKdE5qiuHDFcT9tLgkD5AT14AIuc2hcVd/6IaBUdQuCg9qkq0y1/5NaRlIVYcSTwy05MRAhpGF2ydk6KTZMphkRMUXIBbJ/OVW6cM+LGpS8m8Q1k5tdVHHZ1c00gLoQrnhm3nA9AztZSJIUaJSaEW/5bpR5Rsjjbf8MSFNJABdf093Etv1TWe2nsoyHKB61KCOVSZTRMNPoM+U5em5W7Y1qBUvwq4NIAEZoRiyM3GckR0UYUcWbX4YtT8oXFF5W0p6qCWvE9U1npYXOw/rNqJv5n1T3qzwvFHkSRADOXwrgnquNH3AVkBUlI4qL2rVr46+//kJeXh5+//133H8/Z/JLT09HTEyMl71vPwoljOzfvx/79+8Hy7I4fPiw+H7//v04ceIEGjdujEWLFgW0gy1btsSiRYuwevVqzJ8/H+fPn0e7du2QnZ2NlJQUmEwmxMbGyvZJSEhASgrn3Z+SkiITRITPhc+0mDZtGmJiYsS/ypUrF/lcHmiUhHMf9MIT3Zq7f6gc7AyF1IxY3VfzeXmEDVkYlKLcNUxuh4IJiCwP1Oyi3chgkU2qqTUJk4MyTJeEqFtiZ1QGT2/2ZJVJIJVRKabFslzWSyF8U6WaKfd9PgojB37k/s9RCa1u+Qz3v4oaWf07yTBVg28+IlrHEAZ0DfMEAMJM48FPisy26iVDJgC51oR0miQm+KRYC3LUnAYNZvX72xiGF7vVkaKZGIYQLgjBVUszsvED7eugZp4UIkdaPwdMyUTP4S/DSd6TMmFEIcx4K+ioZl4SnpfdX6rvo9MBw/9Q/4znLkYjqd+rHlbKz+/Dc7o3cIPPxsyommkUWofoikhvxRULnOOUzN5k1JMFVmTk2xHBR9NkMj5OkMK11PLL2P6plGm1Xh/5Z8pnrLykeVl19IZqET0AUqZnbwg+NvZc4MAP3GtBQClm3njjDYwbNw6xsbFgGAYPPcSFqm/ZskUzVfztTKHMNEIUzciRIzFnzhxER2sXxAKAy5cvIykpCToPKc+90bOnlCCpUaNGaNmyJapWrYpffvkFYWF+DOI+MnnyZEycOFF8n5WVFRCBRKdjUCZGxalMOdgVdoJKOwVUbgGHPgwGJzdRWNQSJPmgGSmAmStSb1bpJw9rsIAhJnJXWDxgiuIKv3kaqGU+I2qaES8ToYpq1x5RAchRCED7vgX+fIHLntnpNW01q68OvcJ1UzODCAPYViK/yqqXgCZDOU3FaUU4tidhzVfEAZ2/1loaAXKbyw7sUNaM4SGFER8cDGU2dWMEUL09cH4zl8afp2mVOOQeV7mPDRYx1b98exie71IbrvONuLBbh1XDTKPxbFzYAsTwz6hSS6CmGeG1XYjghNk2tcqiRZ9mwN98WK7OgzCyfgonzHTVCLHUMtMUkXb6I+ofaJlMAaBMTazMq4/JfD0hJsd9ETbMoMjjMeEoTOl5AC4jjVUXMhpk/4dLFXqImXVvOX18loRroqUZIZMAKq/7w4uAT6UCmIhKRF/bVGSxYXjEZODMK0oq3Su97v0x8NeL7m0EBEGXvL/Dy6i3DTIDBgzAoUOHcPLkSXTu3Fmc75577jk899xzIelTMPFLSli4cKFXQQQA6tevjwsXLvjzFZrExsaiTp06OHPmDBITE2Gz2ZCRkSFrk5qaKvqYJCYmukXXCO/V/FAEzGYzoqOjZX+BQjX/oXJSLKww8sdYgGWhJ+zBsvTbasWvNFYRNoYfNNU88XlYg1m22mQMJrmdFwBqd3ffkRg0HX5pRtyFkSyXyiD/5wvc/5s+4r9X4/fzdYI48hv3f4un3D/TcgrexReB+3WkfLundNu+ohTa1FbiAqSZZvWr7p8D6sKIJ82IMFibIjnBou+nQM8ZwL2S30G3+gnqZhotvyV+u47U+qgJI56csEUhwAfNiKDliiwvbjJaCGHdk2YEAP7zUBRU6cCqPF4gMVjUTRgEZSPNqMhwv1nM2vGej2eJARgGEWZusVAAM6yse98b31qL5+1foynD1VxKt/t4fsJv4bKrJ54jn1XlNStbi7vPCJq37oILbAVk5su1pskRDYHXrgFPEoJWrBdzqGDmzCYEtlrdPO8TROrVq4cHH3wwoPNPSSWoNZJZjbTDRSEnJwdnz55FhQoV0KxZMxiNRmzYsEH8/OTJk0hOTkbr1lzoZevWrXH48GFcv35dbLNu3TpER0ejfn0V56pQoRzs/Il6cdpk6lYzGXmjzJMAaAobNobvixA+qgKrt8gGfMZoBqIUTpu9ZsLJKL6X+E6nmoCkUXdF2okbcPa5auGMKwkLHT1Qze5DaQItc4yvZhoBTz4ZSoQVnk1hQmszvnDfqYabZkQlBFZAzMCqMNMQgoPst1NG6qghODIKg3tcVaDlU7LrUz7KghxWQzOihnBOwv/biJw25DX2NPEWykzD+19EkKnKieeQfGa0NGjZqcCvjwPXj8u3C3lGPDnBBgofnNLf7Xe36vbFDhVT7BguQ2mkWTr/Aqjf4xH7vkBVHTe2nvOSlFaE7K+aFlU2jqj91vJ5JTGGO971LPmYUSX3sPvz6mGBBYDzUQGAq3w6BZ1BXYtHCTgl/iq/9NJL2LRpEy5cuIBt27bhoYcegl6vx+DBgxETE4NRo0Zh4sSJ2LhxI/bu3YuRI0eidevWaNWqFQCge/fuqF+/PoYNG4aDBw9izZo1eOONNzB27FiYzQHMuVEIWJWqme6hg4XUjFRt6xb9UI4PA2QZnfoDpfEdojDiYaJ26s2yQYUxWNxX/BHl8EMDRS4HQjPCqE3i3iI5+MkmMbEiutpm4nCj12Cp2UbeRi1Vt1ZNkcJOEGoCmlZuhjK11Vd+kSo+LoVFmQvEk8+IsjaNwL2jgcE/c3lPmj3ufmxP0TRCFVqL9ootzKRHDvwQRs7z/gLXDkqfeSprT6LmY+LpOwG5MKLXEEa0Jvwf+gNHl7lXyBWuuUygCZZmxPtYUSU+HFPtQ2Xbtjrvhg4q9yfvI2E26KDnk4Fp5jciyPNWuleAvJZqiw5lThYvlI3kjncjxwpUbuW5sTdHcUG7K0TS+HrfUYpMiRdGLl++jMGDB6Nu3bp49NFHUaZMGezYsQPlynEDyCeffIIHHngAAwYMQPv27ZGYmIilS6XkOHq9HitXroRer0fr1q3x2GOPYfjw4Xj33XdDdUrqKCd+bxK8kov/aU4ejGYpeHXNlU1HDBaRCaptrmfmySY+vcHEhSaTGCzuzoaEClavNjiTIZ9qDpf84JRUJhrnp/XCrEebQNf/c8lXAJAmSoHsVO2ib3qzZuEwVRr0d9/WeIh62/D4wJhk1BAGdOE398VMo0wDbo4E6t4P9JqubpLwlGdEaK8IjVXSuGZF941aE7sgCKitln0VGtWibzx9JyCrTaQpPGgJM+lSRlLs+w5I4X06BBOorNqwxjl0el321l7vQe2+quFD5F3ZSDO+cvbGT06pAnA2wqFTjgGCZgBcyv8IE3ceCUyGuD1Xr+5DkgcLJpFJ67TQGaSSA2raN1KTqHYPKp7X+Ajuut7KtQM93he32y1l4UZ0EvDEGsnpXIlw/sI9qKZRpgSFEi+M/PTTT7h69SqsVisuX76Mn376CTVrSuXfLRYL5s2bh/T0dOTm5mLp0qVuviBVq1bFqlWrkJeXhxs3bmDmzJlSErCQoDL5KVfQVT0USlMjorx3D3+375Qm6CxCnR7DEoPBg3ymv2ry3BqGgpvyAdoSJXf04tWbLqWvBuFXYlBLmU4eU81ngXDUFHPdmCKACYRjnzKyKO2UtjBSGDNN96nqjoLl6qiXa9cqABcIBI2EcK4eNSMa0TThKoM14N1UBkiTSGXPWS0Ht1UxD2hN7IKTca2u7p/5qlUQfmflilbrO5uNlGuq4qoR+/hQD6dMDen1iueBBbyWTnCklAk3it/mwfnA5CtAB3kyLlfv2XjB9iyeto2HK7Y6zriSsNp5r3xfE3EfMt6H8bKR3HdnstLiIJsNc4+ieehz2VvSVCNwMaKR6nfksWb87OwEp8FDhlyAM7N5Ch9POSy95pNAekKow5RttQOVmuNN/QvIZ0241u4D9R2qtALiNJJzCpEzgk+UUsNGCRpBFUZKY2XBQJLGEhO10rRAOFrtcdXBx/aHPR9MZ/C9vLkAMWkfdUkPZyUHET5Yswswaj0waDEw6YK4uSwygegk/IMW2OhsDDYqiXN8E+AnBdakEEaIVahBr+JAS04aak6sniZdQUWblybfnn5WEmKUTruFMdN40lb1/wLoNVPRV6v7hP7MfwgIYkQCP5i7PGhGxNBeG5dcD+AGea0VtS/RNIJGxlNqdsC9AGKV1tqRTUKUUXkVXy5fxxJBC6hc0aoJE8P/AHornFDL1eG2j1UU0dMSRtTU+LZc6Vkk7zfyt7l3NNBkiGrEmikiFn+42mKNqwXSn9yJrraZ2OaSrsnWBlOBmpKGw5fU5Qa9DgYdg0xWctDNQRh0jEIYUZyn4MRK5hq5HFYXaojOyr78VmLadQ8LqLq9gcZqOXHkCNWjswu4MWeFqy3qWRfCVlujQCIALa2wW7RhCTDTOJ1OMcmZy+UqlQnPgNvQgbU0Ibs6qYqQPYaBq/XzsLF6zHYMwBVWsYqtypdoFwY7InV2gYrnu4xmfHRH+5fFTf+5Gqi3ZRig8r2coEEk9TIwLoBh8AJewkj7JK4OhMokoyMmPCfLyAZkg1FlgNfpiIlWTTOinmETgLSiV2oj0s9LK+buU4GKRGigmjBijgHue15lu4fwSUs00EKhonZY3fOi+JqLxBsGhUnDY2gvYaYRXvecrn1sX/KMCJOIN+fJ6opstZXuVW8HAHfxk4cvAqLSWVqJckWrnGS6T+USjKn5UtXoyAklJN60OSS2PEIzQnyeSRTm83DdGIbhKugCsPOVe/MJfwy7JR7oQoQU+5i232zQyXx4shDurhlR+JEJwsghVtIApevVfZ5usdzz4ZPYqJX4jHQEfvAzDYFZ3ueYcO6ezsq3w+liYXO4ADDqxSq9ocwpEiw/n0Jw8eJFMdjiwoULJSvwIoAUSRg5c+YM1qxZg/x8btBSCh/Hjh1D1aqFzCx5J6Amo6msunU9pqKO9Xv852qI06ziIRn4PZdDY8jP3HuXXZxw3ZwGExSCRs/pwKh1QNuJwMjV+CvqYXzl7IXvI58AAPxQdrxm110KFazDyZ2MWMNDgd4gDcZ6hoXNJQ1VJoPGCtnoYWXuadIVBjhl/ZqCDGk/cxR33QSUSeBGb+RCAaNVfB20woNJ3krnchkAnPaAdMB7M4D1LrSiaTz5jACSoObJPCX6o3gy0/CfeYv6ik7izBEixM1fnV9tV24JtHlB8r3xRRi5b5znz5WaEb0RuP9D4K4HONOImrDpCa0+Xd7tvo0U4kjNSDrhy+TlHE3888RNrEA+KwkjLlMkF+IqoNQEamAx6tFMd1o6DqvDBuc98kYKIUkw06xySua4TF2s27Gvs7FI42uL6xpxlXrdil+qfY/SQZV0BPbleQMQH24CwwAuFriZa0WBgxMEzUY/pjdlHqEQpIFX406wMvgljNy8eRNdu3ZFnTp10KtXL1y7xtW6GDVqFF58UUooU7lyZejVVPF3OKQskj98NbdafGShZnsAuMZK/hj/dl7O+V50ek0qjOZ0iKp6tzTrg3+UvzeYgMotuNVj1dZYWuYZWGHCj8b+qFnwPbbH9dXsR0bnDwEAn7m4bIAO3tfFwK/kMICPnuEfaqtdbjr6ZP0pqRtZGtkkDR5W5p7MNMIAl3JIvt2aIzdjVO/AaSgq3QuUqydvW7Eptypu8DCnIREwRck1Klro9JI9mkzaFZUUWPuzVgZW1dBeUhgRKuR6ECJ8qdorCiM+RFBUaiG9FrKeAsDDCzkfheErgG7vSmGYvqxGW4wGHvpC+3O169BqDGdu9JDMTxPyfms7UbsdIHck1woL9XLdjPyqXtKMEN9vUmrofJuozAadLJQ3kUnHalcL/OkkBADFfRHBF3y8iRjOVNxkKI6GyZ+D76t9iMG21+GCDo82rwTcP40bBx77XbszvjhJa107hZBi0OsQG8b93v+dThP9W6MtHu4jteSFAPeMkj44JcBMA9wZVga/hJEJEybAYDAgOTkZ4eHSSnngwIFYvXp1wDp3J8BWupdbiVdu4bFdOqQBSG8i04kTKnjeTu1g9Vji6IzDrmpogR+A2Coejy1oNY5dy4ITek0tBwA4GjyKLtYZ+Ng+ACzLws5rRgzCwNHwYU4DMImLMsgqcGCafTCOu6qgbsEibDwh5XthanTQ6JAnzYgHDcANvt7HgcXy7bYcSTOiM3DHf3oLd921BrzIcsBLp4C3M4A3bgAvnwEifMzESAoKgnko0OpeZUpt4X+1SY6cSIXoHk+TobAKO7dRu83BH+VtPUGu4snIroiyQONB7qp4X66V3gg0HshFotTr6+7EGegoCHLSrNQcqNDYvY1BxUxIakb6EBl6vQgjgmbEymtGKjNS1l5deCz34qlNnKbnVQ2hXoHFqMceVvL3mOPoDxd0+JmIsHHzGTFJ1/F/zv7Ag5/Bzsqv9dn49jjLcprEKIuRM/U0fNg9CSKJljAiRO9Vbw9NGj3KFQUkfLRu5XHP98RfpHBwj2aaBgOAJo8ptHY8sqy5JUMYuRPw64ldu3Yt1qxZg0qV5KaD2rVr4+LFiwHpWOlGkHJ9V725oMPc8OfgyExB0zgpmkhWHp6fcB3Q4TWHDxU4eUyKh/ZcmnYEiNlgEAceYaAEINq4Acg0AFXjw/Gisw8+d3I1Jk6kZENMyqlVR8KjZsSDmebGcfdtAO9QKERZqBTd0ppQhUmysInRyKRhnoSnoqBMqa1WmE1Arf+e0uB7KwIHSAXT9n3nuaCiGz6s8JSrUT4JlypCJMr7SVw9EQAAE/hEVaS2o24v4NDP8jwo/eYBG6cBWZcVmhHiHiejhLw4mwsLAkHYX+9qhingChImVeUqeyOpCafp8RGTQQcXdKhZ8D1YMHDxa9E8lpx85feFQe/+bAh9EiDNIeEmHzXhosCuMNMIGoAeGpEwAPcsEcUZ1TDpdZ5NG3oD8OA8jb6ZpLGnhGhG7gT8emJzc3NlGhGB9PT0kCUSu50gNW5MIQSSFYbumOvsD7NBzUOfFSckRyFlTKUmpF1tjZBPAEaD1N8cqxQqqhRoBB5oXAFPtKmOmDDpoT7r4p0P735I40t80YwUQkCwZnvOwxFoZOnMBY1MkDQjwvWw8uYXreuiFD48mWnINP5X9nruR2HPyxd1M2nOKlMLSFDPHioj2GnXyZonDOOeaExnlPpA5pYhBW7SOTLPs/+QsKoXfEYus+Vwb8E81C1YhAoxfmRnBmA2cn1xQi8KIgBgJbOrKgRXtQrVTkUaAnI8CvNVGNGqTyOYEQuZZ+nZjjVl740qQpTPyDQjNLS3uPBLGGnXrh2++06STBmGgcvlwvTp09GpUycPe1IAgCVWh4XxS7KqOWaR6mh+ReZA4fx0rmfLBwQho6EaJkJwEULplNtJzAY93upTH6PaSqHD/WzvYYT+I6C2Rs0HnzQjKhNOw0fVj5efrp1/AgDia7hvKwoyM41GRtAifwf/G13cyk3wZ9Z5bu9LqKsAmXfjW23/IQBA37meP1fiizBC/ka+CjtamVMDhVDBWshDorx+egMREk0II0oHyHh+0ixTC56QNCPSxH8DcWCMFtXcH75w8FKG6nYhCob7YvkiMy7cXbh1uFjYWem8SHNIuNHHsUcY+MjsxSzre8i4gl4N5dFVRn8iaQRIgZ4mPSs2/LrS06dPR5cuXbBnzx7YbDa88sorOHr0KNLT07F169ZA95HCY7VzA5PMFqriD+AopIypHKQ8qVoNeh10vOd6dgE30Rp0DAwe/EwAoEyk1M8chOOsqYwH8wgvjKSdcf/Mk2akwyTg8C/u2zOvSE5vakJB1ymc2UErK2NhIe3hTg9CUFHIuiK9FlaTyu0kbsKIj6tr8tgkxgjOLFK2tm/HafAwV2yw9bPe2/qTQp1c0QdDtV71PmDYcikyzU0YMUv3JGmmUZoi+/4PuLRTnn5fBZNCMyJQJsIc8MiKqyiLF2zPYs7Qlm7nFRfh/pw5XSwKYIIR3HnKhBGTj1NKGh/Vs+cboDkXxcctGHhhtZCm0QYVY1A3IQonU7ncSZ783rwS7HvJD8jfvLRG1vj1izVo0ACnTp1C27Zt0a9fP+Tm5qJ///7Yv3+/LDsqRR0htp8thIkGAK5nc2YYdTMNpEGwkA+Qcq0a5mVAEZxVB8znbPkOtVo7CsoptC1aZh3ugLz/g1o5cE/CSIxKOC7ArU49mUsS7uacWRt6SSznK8JE77RJvhyBNh2Qk1wuEdqpNcmRK3RGV3RNjSdNkxoDvuIcLX3Js0JeK1+vm0wzEoQIPobhEo0JWiPl/ac3SRM56cCq9F2p1gZoN9FrH4UJvkARjUaaOwvLvjc1NJEA/nC1Be5+0G17mIqmw+FkMdE+hnvTfapMGLH4aqbJ4aviCtlWWRbYSWR/9aOoYKe7pOrLWppanyhhZpr4+Hi89tprbq9LG35f6ZiYGLz++uveG1LckPmM+CHkyjQjOj03MbFOURipXSEWOK++rxqta5TB2mOp4vsILwOKjVcdKx3ZPKFcMXkcLBLu5mrtqBXJ8liDRcP04LRJtuli8Rkh+iFMTIFeYTUeBKwcz70WhBFzjHvSJgFf6qyQGMM5TZtWW7V0555gGHmGXk+QE7Wv14285sX9GwPcalpZL0jLQdsHBN8LIWeGgM8OoirER5hw4K1uaPKuF5MegdL3ot+n/yHP5sQuV3Osf2gfujauCfNuKSOoz4nGOk4G/p3GvXbYgNNrgbXEfOLJwVoD8toUzWfEDzNhEImNjcWrr77q9rq04Zf4uHr1avz3n5TWet68eWjSpAmGDBmCW7duBaxzpRVyCi+MA6uAm4e78PDwE5++kCrOV3veJXvvs6q1EDSrGid773HQEvqvFtXhMZ+GTr6iIvMxWLO09ws05AQuOpYG+Joaw6TJTkij7ilDrC8VaEmEkEe1EFaA0IwEQQuh80czUsx2fqWQpjNKE6jgM1KEayNoPwvscjONR42iD8SGm9C3cZLP7ZXmjoOXM3H6OndPM7yTKenD5nP/qhC1t/YuApK3S+/91NyRWpyimWmC7H9EUcWvX+zll19GVhY3uB8+fBgTJ05Er169cP78eUyc6CUhEKXIJEYr8zLIbdV6gzSAl4/yPvHUKBeJGQ9Lxa9iwwM/YYeZ9Fj27H3i+xvZHmpS6H0QRrTUuOQkYSKc4IRkW8WRUZGsSipUIA2GECQMmqIw4iECgTxvX1adoqlJ5TcgoymCMVj7Y6Yp7glEef858gnNCC+MFEEzYjGqm2mKKowA6qYXLTwtGgQ/MbKN2VchIJoQiNJOyj/zQysCyE1ERRJGaJ6RkODXU3v+/HkxP/7vv/+OPn364IMPPsC+ffvQq1evgHawdMKK/xbWTDOxWx13BybhgeHzLOj0RoxoXRV/H0nB6vEekgcRJBLhgtFFsEt7ohwhGOXaPORZIAu7KfEWomswA4KcozNykTmOfMmsUByDixD6ac+VihEGZdI2cROf8B2KuiIyCqsZEVamatWOyW0+VIwtNGRffY6mKW7NiOIalq9PPIe8SbAIgq+FFxjyFcKIIQD5U3wOv4XnSd2g48Yh0ofNZ2EpprL0Wm+SP5d+OmjKNCNFEdoMxXwvUQD4qRkxmUzIy+Ok//Xr16N7dy4vQXx8vKgxoXiAcBop7GOnajMWBmzBVq034p1+DbDr9a6IV/GGV4MM4ROqYPrKmw/4VripUpykqcjM95BYS+9JGPGiGVE6MipNVsVlAxYmK0FQKGzitMJ8h2gW8PC76QrpM0Im01NCOhYHY7D2K5qmmFez5P3H6LmVvnDNBP+kgGhG5GYaVwDSglsKoRnxNKlLwogf0TRGC9D6Oe51Xrr8N/ex8J8Scmw0FclnJMg5ayiq+CWMtG3bFhMnTsR7772HXbt2oXdvrtrmqVOn3LKyUtwpynCiuqoRHh7BFOFr2CZBrfKRiA03Ij7CJEsBrcbA5pVl7x+/r1qhv0/naawokplGoa5XXgtftAKBQPheIVNpIfMm+IQgeIlOsh5+N5kDqw+CkVYhM0CuGQmKz4hB/bUnilszQvrnxFeX90GIBiuCFkNY5a86fE22PcuTEO8jlkIUkPPkaC4IHqTPiFDLxifK84uYvDT5s8661Nt7IWA+IzJhJAiLCIoqfv1in376KQwGA3777TfMnz8fFStyIZV///037r///oB2sFTCSqG9hY0ZT81S8bUQJpqCTO5/PyY+i1GPDRM7YONLHaHzKCkAU/rKM2LqvbQnWfl8W9xbLQ47Xuui3UgYAFxqwog3Mw0hfOj07vZni2+VQIuMMJmLwogHE4q/iGYBHzQj5Pf7Iqx60k65gqwZKbLPSDH4BZHF2gSNiGDaEpL1FUkzwu175ro8z0tyep5a80JRGJ8RT4KLIISQmpbCmIBkZRP81IaQWALmwErW/gqdMDJu3DhMmDBBfP/111+jcePGeOCBB5Cc7Fs9otsJv0aSKlWqYOXKlW7bP/nkkyJ36E6jsMpEo9rEL2pGeGHE5N8qvIyHzKskYSY9ykeZxbwnhaFBxRj8+sx9nhsJE5BD5fhC/RlfNSNKnwe3iqdBQhjQ8tK5/4OhGRHzWvgQvUF+v0/CiELbRkIKI0WYcDWRZWD1VTNC/O7B6JMSNYdZneK+DYDPiBKrwz+tAUlhBAZZTiMFNcpGAADqJEShYcUYMAyXlM1nhPsw7bRU5LIIkIuiooX2EmNLRugm/dWrV+PTTz8FAFy5cgVjxozBm2++ia1bt+K5557DihUrQta3YOD3ssbpdGL58uU4fpybHO6++2707dsXen0xDASliML6ao1oU819ozBBX9rB/R+MVbiCjx5uhGd/2IfhrasG/uBaZhphYge0V1LKFXL2VcWxi8khzU0zEgwzTWE0I6Qw4osDq+DzkgncuiClQQcIAS8IBekARZ4RH3+v4nY6JJ8x4Z4So9qKHk2jzLwqYHV4LrDnCxYPAoYSrUn95R51xWgao16HP59vW/iOCNdHSIBWREgHeaGKr1+Q2sCc69rtgszly5dRp04dAMBff/2FFi1a4M0338SxY8fQtq0f17uE49dTe+bMGfTq1QtXrlxB3bpcSepp06ahcuXK+Ouvv2gWVi/46zPyco+6iLb4oLYOxsSnoFPd8jj4dveAhBq6IforKDQjZGZLrTTlJSVHgJvPSDDMNEoHVg/3Bqkt8yV0kjSP7PkG6Pau9L6wCc8KS0nMwKpE7T4ThJJz/3L/KwXhQqDl4K0lpBSGwmhGtMzIXeslFLkfoiY3QFTnNTWAb1mhNSEdtEeETvsQHR2N9PR0VKtWDWvXrkXXrlzV5/DwcNhsKubT2xy/ZpJx48ahZs2auHTpEvbt24d9+/YhOTkZ1atXx7hx4wLdx9JHIXxGPhvaVHw9tpPn4loixaAZAQKT80AV0RFQ8cCRK5aandX3JU0QjF4qTFbcCCt1IdlaUM00ggOrJzMN6TPigzBC3peWWPlnwUx4BvgX2mtQRLcEG5lvklH+fwBQK1AHAHMH31PkY3ern4A6CZGoHO/fONG7YQXUTQyAuTMIWspxXWojJsyI9/r5UOlZC1IjGx5f9E75Sc+ePTF27Fi89tpr+PPPPzFgwAAAwLFjx1C9enUve99++HU3bNq0CTt27EB8vPRDlSlTBh9++CHatGkTsM5RuGqUv4+5D0mxHuz8Vdtw1VsFikEzElS0NCPnN0mvTRFQ5eI26bXOAIxaB8wIcFVeX3BLilV0Bz3371CEdHvSVBgK6cBKTuhKocNTnZ9AUORommIWRpRmmgDwZLvqOJ+Wg6plIrD2WCqeaFMNvRpWQISfFXtJLEY91oxvD5vThbpvrAYAvP9QA832dyVG4URKNlaNa4fy0WZNQanQ3NUnMMchmNitDsZ3qe3VCd8jwXhW/WDWrFkYO3YsVq1ahVmzZqFhQ66uU3R0NGbMmBHi3gUev+5ss9mM7Oxst+05OTkwmQLrfTxt2jQsXboUJ06cQFhYGO677z589NFHonkIADp27IhNmzbJ9nv66aexYMEC8X1ycjLGjBmDjRs3IjIyEiNGjMC0adNgMIRAlV9IDaIylbobdz9UuoQRLc3IP1O972slHC51BiCijPQ+qeirSp9RTkwZFwP/HYJQcO0A979HnxFyJe+DRiuWCN9W5rYQy7wHSQMnM9P44cBa3MKIcN2VIdODlvh9+AizAbMHcffrhG51/D6OFgzDwGzQ48R79+NGthWV47XHjG8evxcpWQWonxTgSDSDCQiLk0yZAaJIgggARJQLTEeKSFxcHJYscb+HSqO/COCnMPLAAw/gqaeewtdff40WLVoAAHbu3IlnnnkGffv2DWgHN23ahLFjx+Lee++Fw+HAa6+9hu7du+PYsWOIiJBWx6NHj8a770p27fBw6eFyOp3o3bs3EhMTsW3bNly7dg3Dhw+H0WjEBx98END+hgTlxFdMZpqgIZxP6mFuIhRMBmVqA3k3Pe9bvx9w7A/utTApTb7MFeK664Hg9FcNpWDQIQjFrS5s4f4XzSY+OrAeWAL0m+f9+E1HAPu+lautb56VBCtj4fPZ+IQsmsYPM02xOLCqnLtbGLmPhQFDiMWo9yiIAEBSbBiSYoM0ppSAQnRudHkbyEkFmj8R0m4oF9hKOnToUEw9KR78emrnzp2LESNGoHXr1jAauZvJbrejX79+mDNnTkA7uHr1atn7RYsWoXz58ti7dy/at5dSnYeHhyMxMVH1GGvXrsWxY8ewfv16JCQkoEmTJnjvvfcwadIkTJkyJeDaHO+wxL8BQOkDcLtrRshw3BsngPL1uNeRfIlwT34g9fq6CyPmKKDBgMD30xOkgGgIA6IC4PDnDU+CGrmS9zWplNJclp0K/E/yYQpa2KM/JpdiD+0lrqdwv7pl+6WpxL1C/tYVm3N5gITMrKEiKgF47PfQ9gFA586dwbKsm18hy2sqXa6iOzOXJPzyQIyNjcUff/yBU6dO4ddff8Wvv/6KU6dOYdmyZYiJCe5qIDOT88Am/VUAYPHixShbtiwaNGiAyZMni+nqAWD79u1o2LAhEhKkCaFHjx7IysrC0aNHg9pfNQKQ0VlOadWMAJJz5tX9wHHes71mJ+191dTnoUBWPVjDv6WotHlB/v6Mh9LwpIBq9lHdrswoqixoFixIM821g77tYyhmnxFS+BHyrig1I1QY8Q75u5WpBQxbBtTykBDxDuLWrVvIyMjArVu3cOvWLVy/fh0bNmxAq1atsH79+lB3L+D4/bR8/fXX+OSTT3D69GkAQO3atTF+/Hg8+eSTAeucEpfLhfHjx6NNmzZo0EByuBoyZAiqVq2KpKQkHDp0CJMmTcLJkyexdOlSAEBKSopMEAEgvk9JUY9xt1qtsFolB8pA1twJtCxS6jQjZHlxQRjZQISWenLAJAWxkAojxHfnpQXnOzq/BexZKPeT0YK8LoMW+3Z8Md8L77vjqxBTVEhh5NRq7XayfYrZZ4T0uxGEEeVzWBz9uN0hHatpHRgZ0dHuz1vHjh0xffp0TJgwAbt37w5Br4KHX6P1W2+9hVmzZuH5559H69bcxLF9+3ZMmDABycnJMt+NQDJ27FgcOXIE//33n2z7U089Jb5u2LAhKlSogC5duuDs2bN+5zyZNm0a3nnnnSL11xtsofOvaqDUjPiZgbXEoNMBFZsBV/ZyOTQcVuDsP8TnPmYaDUZFWZ8J0G/rCb0BqNMDOPyr97bkdSlbV7sdiTC5CuYftYy4wYC8nzu97ts+hmI205AIZizlZEo1I96RJY+jdWB8oWzZsjh27FiouxFw/Hpa5s+fjy+//BKDBw8Wt/Xt2xeNGjXC888/HxRh5LnnnsPKlSuxefNmr8X4WrZsCYBLzlazZk0kJiZi165dsjapqakAoOlnMnnyZEycOFF8n5WVhcqVK6u2LSxMoHUjpc1MA0iT55kNQO4N+WdqBfTE/QitSTAiWHzFm6NtoIhOkl73/8pDQ+Ke87U+jzCpZ1zi/idDHvUmoPMbvh2nsJDCZlkfI0lI22dxCwHXhRIF1ExTaIxUM6LFwYNyEyXLsrh27Ro+/PBDNGnSJDSdCiJ+PS12ux3Nmzd3296sWTM4HA6VPfyHZVk8//zzWLZsGf7991+fkr0cOHAAAFChQgUAQOvWrfH+++/j+vXrKF+ec4Jct24doqOjUb9+fdVjmM1mmM3BqfDKBtpppLSZaQAgi89euftL9888hQKS555yOLB9Kgw3zxTP90QRwkiFxtrtyInR16rOguPcpR3Ah1XlGTMnXy6eCsi+arfSTkmv7Xna7YJBOV7TRB1YCw85Fhb371bCadq0qaoD63333YdFixaFplNBxK+nZdiwYZg/fz5mzZol2/7FF19g6NChAemYwNixY7FkyRL88ccfiIqKEn08YmJiEBYWhrNnz2LJkiXo1asXypQpg0OHDmHChAlo3749GjVqBADo3r076tevj2HDhmH69OlISUnBG2+8gbFjxwZN4PBEwH1GlOFxpUEzIuSyUCOxkfZn5LlXDWECPtKk0e6l4H1PdAXptSdH2ZqduPwJle71vSBSGcLEWZAh/6w4BBHA977W6gpsmcm9zrwUvP6o0WgQ979SMxJSM+FtwnUigODK/tD1owRy/vx52XudTofy5cuHIPqzeCiSA+vatWvRqlUrAFyekeTkZAwfPlxm3lAKLIVl/vz5ADjHHZKFCxfi8ccfh8lkwvr16zF79mzk5uaicuXKGDBgAN54Q1Ih6/V6rFy5EmPGjEHr1q0RERGBESNGBM23xVcC5jPCKopnFZejYTBRq+tRphaX+6LFU+6fCZAOcZ3fDHy/fCU8HrjFDyYdJwfve8hcFmEekuOFxQEvnkKhROFa3fzuVpExRQG2bKByS9/aV2klvS4u35aHvuDy19w7invv5sBKNSNeIQW2ACc/u92pUqVKqLtQrPj1tBw5cgRNm3L5Bs6ePQuAc6opW7Ysjhw5IrbzVnfFF7yZNCpXruw1OQwAVK1aFatWrSpyfwJDgHUjCYpUzgG47iGny9vABoUDscsBtPFS+4jUjITSkffBBcDS0UCHV4JbKbhCE85/wxzl/XwLW2HXHAlMyQTyM4CPiOrMwRSuBF48wUVSCbllvEHe88UljDQeyP0JKH23qDDiHXLx0Hxk6PpRQvnjjz8wY8YMHD/O+SXVq1cPL774Ih566KEQ9yzw+PW0bNy4MdD9uKMIeJ4RU7h7fZrbnbYTgErNgYvbgX/5LLmxVT3vA3CmippdgOxrQLm7gttHT5SrAzztXUguMmGxwAsHffcD8fc7oipw1xQAYjw7kAcEcyT35w9Om/c2wcCsKB5HhRHv1OkB7Pmae91mfEi7UtL4/PPP8cILL+Dxxx/H008/DQDYtm0bBg0ahNmzZ2PMmDEh7mFgoU9LaaHPHOCnIUDbid7b3g4wDFC9PRBTWRJGevlQHIphuOyJpUE75CtkRE2waDwY+I83uSon3ZKGp2irYBKjiLajwoh37p8GRJTlhJJgahBvQ2bOnInZs2fjmWeeEbcNGzYMTZo0wYwZM6gwQik6AQ/tBYCytYHnSlcSHABAfHXgsaWc+aWcj/kx7iRBpLiIJ6LYSrwwEiLNiFs0DXVg9YrBDHR6LdS9KJFcunQJXbt2ddvepUsXjBvnxVx9G0KfFkrJp1YXoOp9oe7FnU0s4UxX0lf8rsCmF/AbmsSLUgSqV6+OFStWuG3/888/UaNGjRD0KLiU8FGldBJwnxEKJdhEE34iSofpkoJQsbn+g6HuCYcy1JdCKQRvvvkmHn/8cezcuRNt2nBpCrZu3YqlS5di4cKFIe5d4KHCSAhhWWpOoNwmlK0FdHoDCI/jwpZLIr1nATU7Aw0fDV0fqrcHzm/mXtPaNJQiMGTIEFSuXBkzZszA3LlzAXDRNOvXr0eHDh1C3LvAQ4WREMAGw2eEQgk2HV4OdQ88E1EWaPZ4aPvQ/yvg9BpOO0N9lyhFpF27dmjXrl2ou1EsUGGEQqFQAkVUAtB0eKh7QSlFFBQU4MaNG3C5XLLtVav6kOrgNoIKIxQKhUKhlDBOnDiBJ554Ajt27JBtZxgGLMu6CSe3O1QYCQWs7D8KhUKhUGQ8+eSTMJlMWLVqFSpUqBCQjOYlGSqMhAAWpUuipVAoFEpgOXDgAPbs2YO77gphJulihOYZoVAoFAqlhFG3bl2kpqaGuhvFBhVGKBQKhUIpYUyfPh2TJk3CunXrkJaWhszMTNlfaYOaaUIAK/qMlG4bIIVCoVD8o3v37gCA+++/X7V6PXVgpRQZhqZgpVAoFIoHNm7cGOouFCtUGKFQKBQKpYTRvn171e0syyI5ObmYexN8qDASAljxf2qmoVAoFIo6V69excWLF2GzSZWo09PTMWDAAPzzzz9gGKbUpIanwkgIoEYaCoVCoXji/fffx9tvv63qL8IwDLp06VKqkp/RaJpQQH1GKBQKheKBefPm4ZtvvkFaWhpu3bol/p06dQosyyI9PR0ZGRmh7mbAoJqREFAxLizUXaBQKBRKCeb69evo1asX4uLiZNsLCgrAMAxiYmJC1LPgQDUjIaBm2UgAQIVYKpRQKBQKxZ3hw4cjLMx9jggLC8OIESNC0KPgQjUjIcRsoLIghUKhUNz55ptvVLdHRUVpfnY7Q2fDkEB9RigUCoVCEbijhJF58+ahWrVqsFgsaNmyJXbt2hXqLlEoFAqFcsdzxwgjP//8MyZOnIi3334b+/btQ+PGjdGjRw9cv349hL2ieUYoFAqFQrljhJFZs2Zh9OjRGDlyJOrXr48FCxYgPDy8eG1v1hzg5lkg62rxfSeFQqFQKCWcO8KB1WazYe/evZg8ebK4TafToWvXrti+fbvqPlarFVarVXyflZVV9I6c+xf4eWjRj0OhUCgUSinijtCMpKWlwel0IiEhQbY9ISEBKSkpqvtMmzYNMTEx4l/lypWL3hGdHjBHA8YIwBgO3P1Q0Y9JoVAoFMptzh2hGfGHyZMnY+LEieL7rKysogskdXsCky8VsWcUCoVCoZQu7ghhpGzZstDr9UhNTZVtT01NRWJiouo+ZrMZZrO5OLpHoVAoFModzR1hpjGZTGjWrBk2bNggbnO5XNiwYQNat24dwp5RKBQKhUK5IzQjADBx4kSMGDECzZs3R4sWLTB79mzk5uZi5MiRoe4ahUKhUCh3NHeMMDJw4EDcuHEDb731FlJSUtCkSROsXr3azamVQqFQKBRK8cKwLK1n7wuZmZmIjY3FpUuXEB0dHeruUCgUCuU2QQiAyMjIKHXVdgPFHaMZKSrZ2dkAEJgQXwqFQqHccWRnZ1NhRAOqGfERl8uFq1evIioqCgzjfxp3QUK+EzQs9FxLJ/RcSyf0XIMHy7LIzs5GUlISdLo7Im6k0FDNiI/odDpUqlQpYMeLjo4u9Q+8AD3X0gk919IJPdfgQDUinqEiGoVCoVAolJBChREKhUKhUCghhQojxYzZbMbbb799R2R3pedaOqHnWjqh50oJJdSBlUKhUCgUSkihmhEKhUKhUCghhQojFAqFQqFQQgoVRigUCoVCoYQUKoxQKBQKhUIJKVQYoVAoFAqFElKoMEKhUCgUCiWkUGGEQqFQKBRKSKHCCIVCoVAolJBChREKhUKhUCghhQojFAqFQqFQQgoVRigUCoVCoYQUKoxQKBQKhUIJKVQYoVAoFAqFElKoMEKhUCgUCiWkUGGEQqFQKBRKSDGEugO3Cy6XC1evXkVUVBQYhgl1dygUCoVym8CyLLKzs5GUlASdjuoA1KDCiI9cvXoVlStXDnU3KBQKhXKbcunSJVSqVCnU3SiRUGHER6KiogBwN1N0dHSIe0OhUCiU24WsrCxUrlxZnEco7lBhxEcE00x0dDQVRigUCoVSaKiJXxtqvKJQKBQKhRJSqDBCoVAoFAolpFBhhEKhUCgUSkihwgiFQqFQKJSQQoURCoVCoVAoISWkwsjmzZvRp08fJCUlgWEYLF++XPY5y7J46623UKFCBYSFhaFr1644ffq0rE16ejqGDh2K6OhoxMbGYtSoUcjJyZG1OXToENq1aweLxYLKlStj+vTpwT41CoVCoVAoPhJSYSQ3NxeNGzfGvHnzVD+fPn065s6diwULFmDnzp2IiIhAjx49UFBQILYZOnQojh49inXr1mHlypXYvHkznnrqKfHzrKwsdO/eHVWrVsXevXsxY8YMTJkyBV988UXQz49CoVAoFIoPsCUEAOyyZcvE9y6Xi01MTGRnzJghbsvIyGDNZjP7448/sizLsseOHWMBsLt37xbb/P333yzDMOyVK1dYlmXZzz77jI2Li2OtVqvYZtKkSWzdunUL1b/MzEwWAJuZmenP6VEoFArlDoXOH94psT4j58+fR0pKCrp27Spui4mJQcuWLbF9+3YAwPbt2xEbG4vmzZuLbbp27QqdToedO3eKbdq3bw+TySS26dGjB06ePIlbt24V09lQKBQKhULRosRmYE1JSQEAJCQkyLYnJCSIn6WkpKB8+fKyzw0GA+Lj42Vtqlev7nYM4bO4uDjV77darbBareL7rKysIpwNhUKhUCgULUqsMBJqpk2bhnfeeSfU3aBQKBTKHUjnzp3BsqxPbTdu3Bjk3gSfEiuMJCYmAgBSU1NRoUIFcXtqaiqaNGkitrl+/bpsP4fDgfT0dHH/xMREpKamytoI74U2akyePBkTJ04U3wuFjigUCoVCCTbCPAcAZ8+exb59+/DII4+ErkNBpsQKI9WrV0diYiI2bNgg/ihZWVnYuXMnxowZAwBo3bo1MjIysHfvXjRr1gwA8M8//8DlcqFly5Zim9dffx12ux1GoxEAsG7dOtStW1fTRAMAZrMZZrM5iGdIoVAoFIo6s2bNAgCcOXMGnTp1wo0bN1CrVi08++yzIe5ZcAipA2tOTg4OHDiAAwcOAOCcVg8cOIDk5GQwDIPx48dj6tSpWLFiBQ4fPozhw4cjKSkJDz74IACgXr16uP/++zF69Gjs2rULW7duxXPPPYdBgwYhKSkJADBkyBCYTCaMGjUKR48exc8//4w5c+bItB4UCoVCoZQ0Tp06hQ4dOqBPnz7YunUr3njjDSxZsiTU3QoOoQzl2bhxIwvA7W/EiBEsy3LhvW+++SabkJDAms1mtkuXLuzJkydlx7h58yY7ePBgNjIyko2OjmZHjhzJZmdny9ocPHiQbdu2LWs2m9mKFSuyH374YaH7SkOzKBQKheIP/swfx48fZ5OSktjnnntO3LZlyxY2JiaGXblyZTC6GVIYlvXRQ+YOJysrCzExMcjMzER0dHSou1Ns3Mi2YuHW83isVVUkxYaFujsUCoVy2+HP/FGhQgUMGjQIn3zyiWz733//jcGDByMjIyMIPQ0dJTbPCKVk8MGq4/js37N4+vu9oe4KhUJRYePJ6/hl9yWfIy8otwePPfaYmyACAD179sT8+fND0KPgUmIdWCklg2X7rwAADl/JLOR+l6FjGPRrUjEY3aKUImwOF2auPYkjVzIxe2ATlI+2hLpLtw2Z+XaMXLgbAHDsWhbe7lMfDMOEuFeUQDBjxgzk5+dj8eLF2LdvHyIjI9G4cWMMHDgQgwcPDnX3Ag4VRkoIDqcLG0/eQNMqsSgT6T2KJ9fqAAvAxbKIthiD0qesArv42mzwXYl2MiUbE34+CABoV7sc4iNMXvag3Km4XCzqvPG3+P6T9acwrX+jEPbo9mLvxXTx9aJtF/D3kWvY+FJHhJv8G9oL7E489tVO1CofiQ8H0N8hlFy/fh3t27dHWloaateujT179qB27dr44IMPsGbNGlSqVCnUXQwo1ExTQliyKxmjv9uDAfO3eW3rcLrQ/ZPNaPD2GjSashabTt0ISp9yChzi69hw3wWeGWtOiK8v3swNaJ8opYvvd1yUvb+eZdVoSVHjRrb8eqVmWbHngv9lLv47nYY9F2/hp92XkJ5rK2r3KEVg0qRJqFixIi5cuIAlS5bAYrHg2LFjaNOmDV588cVQdy/gUGGkhLDuGJeI7cLNPK9tr2UW4EpGvvh+zA/B8eewOVzi69QsKyYvPezTfgV2ab9rmQUeWlLudN5ecVT2fuvZtBD15PaEfEYFjl71v3TFBWLxcP/szX4fh1J0Vq1ahXfeeQeRkZEyf6Dx48dj7dq1IexZcKDCSAkhJkzSPDhdnh3RSPMJAFhVBqRAoDzuj7uSfdqvbKRkljmdmhPQPlFKNwYdHZIKg9qz73D6Px6kZkmLh+vZVEsVSrKzs1VNMXq9HrpS+JyUvjO6TYkLlybwLzaf89jW4ZQLK+TkH0isDqfKd3sf6MgBkgX18Kdo06JaPABg5iONAQA5VgeyFcI2RRvhWRvYvDJGteUKgubYHJ528Qip1aSEFsFEQ2Kz2TB16lS0a9cuNJ0KIlQYKSGQmpGPVp/wGKbnUGhO8m3uQkMgUFMB23wQRsj9MvLoxELRRhB4Y8OMopM0vWd8RxBGTAYdIsyc02qu1X9hRPnMn7me7X/nKEWiS5cuWLZsmfg+Pz8fcXFx2LNnD+bMmRPCngUHGk1TQrC75IPAlYx8VIoLV22r1E4E20xTrUy46Mtid3rXdJD9ycynEwtFG+FeMRt1iAkz4nq2FZn5dtCSlL4hCHNmgw5hRj0AIN/m/3igXGz8vPsSXu9d3/8OUvxm5syZyMri/H/KlSuHefPmoWbNmujYsSMMhtI3dVPNSAlBuSK5las9iQuaESFk1uZ0BSXhkTDQRRGhw3afzDSSpuZWHvXIp2gj3PcmvU7UDip9oija2AjNiMXIDecFKubVwh6vfBSXXuAmjagJGZGRkWKNtaioKDz99NPo2rUrDAYDtmzZEuLeBR4qjJQQlMJIRr72ICAII+EmbiXEsr5pLPztk8Wog0HHJVLyRRjJt0uDIVW5UzwhaUb0MOq54SgY93JpRbx+Bj0svGbEavdfGBEWEmX5XEcFRTgWpfB06tRJ1IYouXHjBmbMmIF69eqhS5cuxdyz4EOFkRKCmzDiYRIXzDSRZklV54svR2ERBjqjXidOFErnWTXIvtPBjOIJK6EZMeg5gdfpok6UvkJqRgQzTVGcUIXfQ9BSBcsfjaLO7t27cejQIfE9y7JYvXo1Hn74YVSqVAnffvstnnzySVy+fDmEvQwOpc/wdJuiFkbbp3GSaltBMxLGa0YAbjVECieBQFihcsIIg3y7d6En1+qQCSPBEJIopQeb4PNg1EGvE4SRUPbo9sKqZqYpwgLAphBG8qgwUqw888wz6N69O4YMGYKKFSti0aJFyMrKwqBBg7Blyxa0aNEi1F0MGlQzUkJQaka2nb2p2dahEBKAwk/6286k4bkl+3A9Wz0pWZ7NgZd+5VK638qzESp07e/ZdOoG7n57DXIIb35fzDqUOxfJzKCDnqGakcIimGQsRh3MgmakKD4jTrkwQjWbxcvMmTOxcuVKpKWlYdq0abh+/TpefPFFvPPOO6VaEAGoMFJiKIww4XAJ5hMGZoNgJy7cAD7kq51Yeegafturru4TMsICwKHLmZIw4lA307AsixHf7HLbrtWeQmFZVrzvTQZJM6IMXadoU0D6jBiEaJoi+Izw40hsBNWMhIrOnTtj+fLluHTpEt577z0sWbIElSpVQr9+/bB06VI4HP6HbpdkqDBSQhA0I093qAHAc2E6QTOi1+lg4tv5aw5ZczRVdXsWEZIbYdLDaOAdWDVWrS/9ekj2vlPdclx7qhmhaGB3shCCwMwGPeEzQoURXykgNCOSmaYoPiPc8YQkjPlUMxIyEhIS8NJLL+HYsWPYvHkzypcvj5EjRyIpKQnjx48PdfcCDhVGSgjCIJAQxZVPd3lMesZrRnSMKLQURjNChgEfvJSBrWfc64GQg9Dvz95HaEbUv+f3fZKG5cKHvfHmA1xuAuozQtGCvDfMBh10DBVGCotopiGjaYpgphHMZnHh1IG1JNGqVSt8+eWXSElJwcyZM7F///5QdyngUGGkhCBM/mX41O52J6uaARWQ1NgGPUNoRnwfNJShk68tcy+AJ6yuBreogrsSo2HUeQ67rBLPJWgThKPCRN9Q7kzIEFSTXgofp8KI7wjPqcUoCSOBiabhxiFqpilZhIWFYfjw4di0aVOouxJwaDRNCUF46MtEmMVt+TanKGyQCBO8QafzSzOiXDndUznWrY0gHAnhgt7MNM2rxSE5PQ8Tu9Xh2vvg8Eq5sxE0I0Y9A52OgZ4XeKkw4juCs2qYiQztLYrPCLev4MBqdTjBsiwYXmtFCS7ffvutT+1YlsXjjz8e3M4UMwETRjIyMhAbGxuow91xCOrQ6DADDDoGDheLPLsDMTC6tRUmeFIzYi3EpK/UuNhVBn+hP2EmuaZDy0xDhgFz/0vOiC4XC52ODmYUOYIALThhi4n1qDDiM4LgwSU947WRLhYOpwsGfeEV34JmJDqMmxpcLHc84XmmBJcJEybI3ufm5sLhcIjp34XX4eHhpU4Y8ctM89FHH+Hnn38W3z/66KMoU6YMKlasiIMHDwasc3cKN7KtuJbJhdiGm/Ri/hAtFemOc1zYb67V4Vc0jTKniZo5SNCeCB763sw0gpBiFMw0hEZHS5tCubMhI2nwf/bOOz5q+v/jr9zs3rRllD0LZSOgTEGmIILsKYo/FfdAUVABFZyAC5yggsoXRbbIEJC9d6HMUugCuufN/P5IPsknudzo9doi5Pl43ONyuVzySS75fN6f94R4zzgTeGE1A7kpnh9g7xfAwtbArYvlaeZtjZKZBgCKeSHlr1Pp2HQ6w6N9sSwrCiNUCQhn5uIyk7gW+G0sUKqcYVQFyM7OFl4//PAD2rZtiwMHDsBkMsFkMuHAgQNo3bo1li5dWtVN9TleCSOLFy9GXBxXymrLli3YsmUL/vrrL/Tv3x+vvvqqTxt4N/Dsr0eF5WA/vZDm3Znz2NazN4R3g7YM0TSXtgNfdgSTsk+yWqmzETUjUjONVUGwuJZdjE1nuA7PwM+gDNSszG16b7sNSD0C2NTU8XcTomZEqk1zatr7dSSwIAG4uk/5ezmb3wRyrgDb3y13W8vNjXNASY7Pd1tC5xmhJgCtZm3Gh5vO4anlR/HksiM4muL+2PRzGuxHZXf2lTDyv/HAufXA8eW+2d8dziuvvIKFCxeiffv2wrr27dvj888/vyPHWa+EkYyMDEEYWb9+PUaMGIE+ffpg2rRpOHTokE8beDew/3K2sBwdbESAgesIPHEeM+qJz4gHduKfhwA3zyFq81TJaiXvezLjIomUiPlFqWP6ef9VYZnYlvW0MOKuMzvwNfDt/cC/H7s/B5U7BrriLCAKsE6FkUv/cO+HvivbgcxFXrXPZ2SeAb7qyGlpfIjdzlL1o7QSvw6WBb7acUn4/NtB9xoluh/wN2hBducTzaaFSq5oKS7//u4C0tLSoNVqHdbr9Xpcu3atClpUsXgljISHhwsXY9OmTejduzcATs1nK0NUhyfUrVsXDMM4vKZO5QbUHj16OHz35JNPSvaRkpKCgQMHIiAgANHR0Xj11Vdvq8QxJI37J8NbgWEYwRGt2Oy+jWXSjPBozIWSz4qaEbkDq4siZpn5YkdDNCpaDQPiJuLWiXXLTO595zz3jVe5Y6DrqgCUwOtOk8aWsY9hHDv0SuX8Ju69NNenu119PFVYJtrUxePaKm5LJjiuoM23Bq3GrWm2TNxIFJf3fi4VTlQU6datG5599lkkJSUJ65KSkvDUU0+he/fuVdiyisErYWTo0KEYM2YMHnjgAWRlZaF///4AgGPHjqFhw4Y+beChQ4eQnp4uvLZs2QIAGD58uLDNlClTJNt8+OGHwnc2mw0DBw6E2WzG3r178eOPP2Lp0qV46623fNrO8kBmJPc2jAQABBq5jqXI5LrT7Vw/UtBcuPQZYVlg93zho1kXJPlaSZChkykBrlXoYf6ifXlMx9rCst5TQcl++wiGdz03zgKZie638wF0xVlAFEoUzQJ0m4qzHb+XY6PuKa2jE3ilsu/LCtnt22vPCMvEt6tfi+o4O7sf+jaPAQA82LI6AODYtVy3+yPPvEGnAcMwohO6LyLilov9NUpygG2zyr/PO5zvvvsOGo0GzZo1Q0REBCIiItCsWTPo9Xp8910ZtYP/AbyKppk/fz7q1q2La9eu4cMPP0RQEDe4paen4+mnn/ZpA6tVqyb5PG/ePDRo0EAiGQYEBCA2Nlbx95s3b0ZiYiK2bt2KmJgYtG7dGnPmzMFrr72Gd955BwaDwaftLSs2OyvMPEiH4s/PYoqcaEaC/XQoKLXiyR4NsPZ4GgA3A/75TcDWd4SP/sVpkq+VOv9Sp5oRJWdXbt2rfZtIzDN6rQYmq911rpHSPOffVSHFZitOXMtDp/oRzsMaS/OBVVOAet2Bzr6976sEcxHwVSduecYNQGd0vX05WXmE066eTeccGsm9oxiauqizuHzFgxwLeZRZwhDodRt9QjFVZ4plQewfJWabpNhlWUi+VYSCUrF/oKPV/A1afD2e8zO4eKMQ60+m49KNQod9yCGTH6Kp5aJxbGXWjKTnleBwcg76No/lBEybFSiWJVYkJrcqotBkxenUPLSvE+5V1FFlUKtWLezevRtHjhxBYiInjDdr1kziQ3In4dW/UFJSIjjXtGnTRlj/4osvokePHr5qmwNmsxnLli3D5MmTJQPE8uXLERUVhRYtWmD69OkoLhZtkvv27UNCQgJiYmKEdX379kV+fj7OnDkDZ5hMJuTn50teFQHd8RJveH+9ixkixBwAIX46ymfEhTCSftJhVQTE83FlpvHzwExDFzujceuQCADzaks/u8g8W1GUWmy4kFkgWTf62wMY/e1+NJmxSflHNiswL44T9P6eXgmtrARyKTt0oXKZAF+y8RTn9EyS+NWP4oSGU6kKAmp4PXE5SHniIeFPylRb1T4jNJYSAMDP+5LR7K1NWET5dZSFb3ddFpbXPnOf0+2IltUTJ1RS4JL8RgzPL5tm5LU/TuHZX4+Jbcy96riRpmq1VXPWJWLUN/sx6pv9VdoOT2jXrh3Gjx+P8ePH37GCCOClMDJw4ECYTCaH9UlJSRUqjKxevRq5ubmS+OoxY8Zg2bJl2L59O6ZPn46ff/4Z48aNE77PyMiQCCIAhM8ZGc5D3ubOnYvQ0FDhRRx2fQ2ddl1w5NO57kBo9bboM+LCpKNxnH01YlIxljepKNWfEEMG3Ztp5I6IBI/NNDRm9zM4X8CyLJ746TDqvr4BTWduwgPz/0Wf+dyM22S14QSv1jbb7Hjpf8fx7vpEfLjpnBjhVCIzFeSl4j+PhRq0D/9QaYdtUTMEAFCXF0ayi8yOG9XuJC4XehCqeu2AuFzVwkgkZbrm7++Za7iJ0AebznkU6SKHiOxD29ZEy1phTrejn0HWjaBfxAsjQUZOUNBpyp5F2W5n8e/5mwCAdSd4DWyKwoCf6Zj1uTJZcZgTvA9fzUF+6e0bxbdmzRp06dIFkZGRiIyMRJcuXfDnn39WdbMqBK+EkaCgIDz88MMSJ9CzZ8+iR48eGDZsmM8aJ+f7779H//79UaNGDWHdE088gb59+yIhIQFjx47FTz/9hD///BOXLnk34yBMnz4deXl5wquivJdv5HNCnVGnEVSt7pxSiZBi1Gs804wo+GSEMQWoE8mlcKfVvYRSJ5oRJfuxPHkVwZU2BYDUrk+ogPBHOSarDQu3XcDmROns/3xmIcxWO5bvl0YerDqaiu92X8FXOy7h3Q2874JNNmDeOl+RTa4QSi02DFi4C+O/PwC7nQWs1ASD8jGqKOIi/AEAsx9qAcCNJs0uE5jNnPZz0Y5L6LfgX+lv5M6RlSTgOoW+rkd/cphkLNunoDlwA3nmGkUHu9yOzuDsztxSKAgj0nD+skwmNp5OF5YFk+0ayoT5NCUkmrz7X06n5qHJjL+81irJAwNSc0q82k9F8/XXX2PkyJFo0aIFFixYgAULFiAhIQGjRo3CokWLqrp5PscrYWTVqlXIy8vD2LFjwbIsTp8+jR49emD06NFYuHChr9sIALh69Sq2bt2Kxx9/3OV2HTt2BABcvMglOoqNjUVmpnTQIZ+d+ZkAgNFoREhIiOTla4rNVgz4bBcAmSe7K0c+SDURRk+0DyR/Rz3RzyaMKZJU5pTPmpwJI0qRDiQlNRGM5Ofh1ExD+4sEcM67KMl1fh4+YumeZCzYekH4fG+DSGH5alYR9l3OUvoZAMqEYJVpBivBrOE1BZlcnguK7eduoOU7m5GYno9dF24hI79Uek7VmlV8s3ghOITPaeGynpFVKmDcuHkTfef/iw82ncO5jAI0evMvUWsl90PyctBzxr/nb2L2ukRBk+AWCzXY/TMHqbnSwS+zoOyRJfKEcc6g8/24EyqyeI0U6Rf0XmhGnvlFLOCm6PsT3VRcLnb+nLnirTWnYbLa8cGmc+43ViApQ2qSTcm+PUONP/74YyxYsACLFy8WzDSLFi3CZ599hk8++aSqm+dzvBJG/P39sWHDBiQlJWHEiBHo1asXJkyYgE8//dTX7RNYsmQJoqOjMXDgQJfbHT9+HABQvTrnRd65c2ecOnUKN27cELbZsmULQkJCEB8fX2Ht9YQLmcqdpNGtMMJ3RFqNZ9E0ZBYfmwA05MKwQ1CEiECu02FZx6yspVT+AsCNA6sseRVBmOk6s1eTUEdDMBDIOypXgmbkf4elWq5fpnRCh7rhAID1J9Ml53jynT64/P4AjO9UB4Do3CcfHCtt9p1+Esg47fn2h74DPmnM5bnIEWfgjy49JBmcMvJLpdoek7TD9jU3CkqRW8wJySTbp86Vj4JM+Ft94CySZH4+U3/hkwfKQ3/Nzs9le9IN1H19A4Yv3uvWjAFwTqcTfjiIH/ZcwYaT6W63ByAVRhrcj+wi6blkF5XdTGC2ipEvrqAdyt35jdws4NpVLZhzXNaVM5rm8q0irs5QTAK3ot8H3HtAFN8g78xnzvpNT5FHKeYomQVvA65duyakzaDp1avX3Z1nRO7MqdFosGLFChw4cADDhg3DzJkzK8zR0263Y8mSJZg4caKQox8ALl26hDlz5uDIkSNITk7G2rVrMWHCBHTr1g0tW7YEAPTp0wfx8fEYP348Tpw4gb///hszZszA1KlTYTRWbLSAO2jb+Ct9GgvLZBBXmsnY7Kzg46nTajzLM0LMNFq94Pynhw3hgWIkEZ3tlU6mJM+OqWimkYVoEojN2WnbiBbEPwzwC+WWKyG6pkaYv8O62hGcv8LVrCLEBPsJ64ONOmg0DLo35oSlInKd5JoRDzrW9SfTMOqbfcjI8zLHgqkA+LorsPg+oMADv4nca8CGl8XPmc6FmMw8mWbE5ugT5kuGfLFHWCZCsc5VXgurVJtQmHPDYRNBUyHP5OtCM/LoEi5J46HkHCzdm+yu2ThxPVdY9sjXgGWlbdcHIIcXPkgtHrlw4gny59MZWg0jHMedMPLZNk5b6PB/eFkryGZnOdMP8VmLqM+9k8ia/DTlH7rAbmdR4KlGygk3ZJqo27Uycb169bB27VqH9evWrUP9+vWroEUVi8fCSFhYGMLDwyWv+Ph4XL9+HYsXL0Z4eLiwja/ZunUrUlJSMHnyZMl6g8GArVu3ok+fPmjatClefvllDBs2DOvWrRO20Wq1WL9+PbRaLTp37oxx48ZhwoQJmD17ts/bWVbOpHEDb48m1fDM/Y2E9a7MNPSsXadlRJ8RhSyqAmTGqzUAWj5sDzYEGXVCR1VK/Z7WknhipnHqwKpzMbgAQCmvBfEL49pGt7UCoa/r0LY1AQCt4zhhqNRih52X9l7t20SI2grg7ejFpCP0Qhh55pdj2H85G1/tcFMr5eo+LiPt9SPS9UVUeOQnTYAiN2ruw99LP+s5HyElDcCP+5Kl52St2P8h0ChOKkhopcsMrLLr3dZ82GETwSwg95HyUGtFHC9dkVciCiBybaIiNgvAUtvZzELIfs1wTigmGqKyQAR8d8IIID7Drqr5nssQJ5FE++dWs+kBJWab+EzrZGkUjnpWoZbm/A2plssbrc3VLKlZRsmB/3Zg5syZeP311zFy5Eh89tln+OyzzzBy5EhMmzYNb775ZlU3z+d4nGdk+/btFdkOl/Tp00exA42Li8POne5zDtSpUwcbN26siKaVC1IyXe5AauBTACt1dlZqlqLXUJoRVx0GmSlq9EJInY6xwk/HFdcqNFklZh5asPGTZcd0lWfEwWfEnZqXqK8NgZQwUvGe7aS94zvVwZsDOd8IwdxltcFo486D7ugD5Sn6ZWaa3NwcvP3bMUzr1xQ1FTQv9EBw6Px1IJMBYporN3BJP+79u17AO7nc7HrfF1J1P8BlrB3wkfMTlTuh8k6gSpqq/ZezgQ60ZqRihRFyryx5tIOwTjQLuPcZ6ZH5I6rhHuTrIrFkUgeM+e6A+N8QYYTRcIKAzcwJV/LBEECDaoG4dJMTJJ3mk6F4a42oXfKoBINMowOrSTATRAQacDWrWIh08eT4BDNlqnWHUadBocm18JROaeuC5D48ZQjtjQoy4laheB+VWmzSyRBN9VYe75dwLCVX8rmg1CrR8HrC5VvSiYPHvj+VzJgxYxAXF4ePPvoIn332GQAuz8jWrVvvyAysHgsjd+LJVzVk0G8aK/WIN7rIM2J1qhnxQBjR6sFqdGDAmWn8DBqho6I1I7Qmg8xaXZpp3ETTODXTCJ2Uvko0I73jY4RZozh7tMPf4OgcKGTFJZ74ssHx+rHNWGPugTXH05A8z9Gv6VCyGAo8Pu9rYNE/wCNLgBZDHRtIBlGwXMTRlR3A5hmO22W5iSYwBEm1AnybSynBc0jrGlh9PI2LbLFSpp8KNtMU8wNyoIHWkPAzcaXBj0TINLhfSJg1TbcC2Q8sQDDvc0KEetZmBgNwGjcSgp2yD6jv2IfZKOE+p9j1vVdqsSEzX7wuHmlG5AKk1SQMfhEBos+W1c4Kz5gnyFPpu8ITzYiGEoRIokPh/yiDA6tZpqEttdpELZuWN4u3exQ4ssSrzMvTV0lDgo9czUHv+BgnWyuTkcf9J7UjApCSXXzbmmkAoGvXrujatWtVN6NS8MqBdcmSJVi5cqXD+pUrV+LHH8uuertbMcmcRAn+LjoPiaCgYVxqUQTsojBiI5oR2OBPlR2nNSOkg9ZRWR1dJz1znWfEeWiv2C6SsrvUVIr3N57F22tO+yYNtQJCJAI1qyQaoFKrDWYr117a+c+heKHMt6WFJtnlMbMKxYFujI7PPnnwW+WNG1JOa3MigWVOwuVrtnN5TNS5V/qZF0bI/8UwwCPtuPw517JLwFJZesHaHcNpfQi5jgFUBlISvcGy4j1YarFx0Q9E+PMXzcD1NekI8tMJFWYLSi2w2ux4ZQVn3mJ1ou8Pzjra3gHpcyOfdQtkngE+bwfrTmkhx6//vay8PY1cGLGZBIE2NEBM/OWRYENhKoMwQp5LV8egHnVqAlJ2zYh84lFqsYuCLdFMGflyFD5wkn59lWNCR3cQXz2S2qDwNtWM3G14lQ5+7ty5+Prrrx3WR0dH44knnsDEiRPL3bC7ASJsyAdxMuvZcCodn9tZSapn0jHoNFxRQE86GnHQN8AKLXQA9LDCT68Vfk8LPjbeJKZVEEaUtBzOHFhdmXa4A9G+LFxH9dv+S/jmRi0AQL2oQEy6r57yb+W7srOS9rrCpBCKTGtGLArCCpnBm63c93pZfZQcVlrvRw5RXfuD0qgEclEFR67mYPHOS5g1uDnnXCtXZzujwI0DoFkWsmg14X+Hrgn/r1GnEc7VCDMYU77D9jAEeNaWMkIGZDodul6SE8MOrUaLIV/uwbmMAlzyuw4tALSdAJz+AwCQZK+FakFGwaxQZLZh3ck0XMrIA4yAFVroa7QF0o5yWhIF5M/N6mOpGNKG8yPKKjQhKaMA955cCGRdROCeDwD8LLbXE02GPOrKahY0UySKCOCf+TL405fFTEMEFle+EQzEc9HyWhIyGSmbZoRrV7BRhwKTletXiL8P0Yzw79ez8pB0NhMxIX5oUTPUo/33iY+R5Ae6VVh2TWoO76MTF8Hd23TekfxSCxhA0LZVJizLwmq1CsVm4+PjXUZ4nT17FllZWejSpQvOnj1bWc30Cq1WC51O59IU6ZUwkpKSgnr1HAeJOnXqICUlReEXKko4G8RjQ8UZ3aHkbHSsL+bBIPZ0okJ1l5MEAOUzokOxVQM/AAZYoadCg0up39tsSsKIqwysTnxGdG7SwSuYadKzxAFx98Usj4SRRTsuCTkHmsYGY9njHREV5LxnV+rIxetoE76nB0fiwApwJoZQWQr4q2yMZD8Wmx0bT6XDT6/F4eRsodP8P9164TcnMk1IOnQN0/7gZnd5xRYsn9IR5uJCBAJA7c6ceYHw8nkgOIarM7R7vsTJtKDUgiCj7GHnTTSs1gjGZkJmTh6mbRZnkn56raBVCIOCk6fNDKBihJESBc0IrYnLKjLj238v4xyfE0ILfiANigXaPwYc/h42aBEb6iecAwC8uOIE2jPc4GKyM9A3uJ8TRpxEacm1j4t3XhKEkWm/n8S2czewv046YgEwspBhi42VCMH5pRacup6HIKMOs9cn4oNhCWh4SFrQzGouQYlZmnYdcOOArkBZNCMh/sSM5dwfi5bjyWOhczeZkGG12UGsXsF+lDBCa0ABsFo9GAA7E9Pw5knOEVnJtKkEOe+pPRvgy+2XEGDQlsnfxmZnkcub4+LCiWaEu/alFhtavrMZAHD5/QE4nZaHW4Um3NsgykF77WvMZjPS09MlpUyUrA80V65cAcuy+P3333HlypUKbZ8vCAgIQPXq1Z3Wg/NKGImOjsbJkydRt25dyfoTJ04gMjJS+UcqDphkKdcJD7asjmd/5ZIHZRZIbfekYyAqbaLZOJueD6vNjjXH09CzabQQngdAYqbZej4XI8CZaQCxM75FHYdoX2hhxKCgQQG4Doio1OUaHiG015mgRGls8i0MQsBpbAhbz0oTibEsiznrz+LyrUJ8OaatEJFBJz86l1GA9u9uBQA8el9dvD2ouUNnZbY6XnfapCRqRqSaIb2WgcXGothihXweZ+DbbbbaUWK2odlbyjVtXtCtEj/cuiAIIgAXqTHt95MYmZyJThrgVvNHETVZ3E+RyYrL1/NQx68GQgDAlA+z1Y4T13MxfPE+/F/3+ni9X1PxXC1cx5ZpDUAsY8KVjCwAdYT9GXUatKvDmT0iGEeVeVZ+ASL9wxTPwxtmrTuDYym5+OmxewRHbLq0PW0We3/jWSGPBwPx/inShSIgpCYYcNc8OtiPK4ug04hCJMPdoya7FkEkZFyu9eEhg1uXhlHYffGWIPwAwLZzXPjwpbQsxFJjUZOYYCHHydyNZzHqntro/amjI/2k+X9gt1EqjGTk5CM1nDPdRASKAvPJ63moHuro+KxEkckqJE7zRBghZt8SF74RtPaV+I8QYd3TpGe0BiXYTw/klaLUYgdrM3F6F77woonVwQ/SZz0lqxi1I90LvkS7UzeSC8UvNtswdNFeLHusoyRCyxlZRSZBYCLRTP+evwmWZSX9zbFrORj33UGUWGz4dEQrDG1by+2+vcVut+PKlSvQarWoUaMGDAZDmZyZb3dYloXZbMbNmzdx5coVNGrUCBqN433rlTAyevRoPPfccwgODka3bt0AADt37sTzzz+PUaNGla/ldxGlTnwtGIZBjybVsCPppoPHPunEiWaESOxBRh2m/nIUf5/JRHSwEQffpPwOeA0Eq9GD0XGzEz0/eyQ5Lw4lZ2NYO+6BUyp8R7Iy7r+cjatZRajDdwa0mluu4SEzsXc3nMXjXR3j4u1WMzQAbIweGxJvYTTVLsIvB1IwqkMcGAaoN12MiDp4JRs9m0YD4GqbnE51HGyW7Enm0rsfSMF9DSNROyIAvx4UkwURfxv6XM1WOw5f5UKO9TIVuJ9eC4vNimKzDalsJGoyWfjSOhhTdWthgDjrTEz3LNdOUyYFXJUR7r8MNGrx57FUTDZwA80ray5gx58bHH43WHMVnxmAS6k30GvGX8L6r3dextc7L+Py+wOg0TCwlhZCByCXDUIsk4MdZ64DaCs5H4Zh8EzPhjiwwzGb5YPzt+P1Ub3wUGtOU/DO2jNYfTwV/07rKTExeALLsliyJxkA8NjSQ8J6WjOi1TDQMICdBY5T/hsBEAXlth/ux0uh1/B/AAyMBWEBYtFIon3S8sLLjSIb/jmdj+GAomaEFqRHdIjD7otc6LTNzkocW2m0sCEq2IAkftz6bvcVfLdbeVZKF6MkGGHG1rOckBMRqIdOw8BqZ/HWmtNgWeC9jYn4Znx7NKseorhPABIBVv7MKUGE7lIX2lM6CykRRnSeFLqkoB2PibbKZLGA4R1Vt53PgTZYh11bL2OmXvqsrz7O1XaqEeaP9nXChTpFckh/GBlkQPVQP6TnleJYSi42J2bg4TbuBQY69XtUkDhhG//9QeH/B4BdF24Jgk9FZ2g1m82w2+2Ii4tDQIAokCnVf6Op6jxZZcHf3x96vR5Xr16F2WyGn5+fwzZeCSNz5sxBcnIyevXqJSQhs9vtmDBhAt5///3ytfouIoWPdzcqqAD9dI7mE0DsGIgKtTpv0ik0WfH3Ga6HvFFgkmgD8otKEALgmRWnEcmUYLgeiI/mfnd/s2hsOJmOzHzRtk1yKdAaDVrT8uiSQ/jnlR4AlNPYE7YniXkbCk1WMXspz8bjV/EggD9O3ECR3QjouCifgQnVseEUNyt+489TeONPx6JatIYmLjxAURgBgOUHOLPhnotZ2ANpXg5aTU7ankUloIoJkT4wAQYtCkqtyMwvRSyrBxggh+UioUL0doC3mrgKFdxvb4ZOGs6+a2SsCEYJCnhTyFF+AA4Bd18UsMozxWLeuaCgQNn08OO+ZDx6Xz0UF+YhBEAeZ/SRzEQBUQDzN2gRyDgmYjMwFjz/23EMblUD13NKhKRgRJUNAD9OvkdICOeK349cF5YPJYtZduUCn07LaTjolOlB4JatrAYm6JFaaAf0ot8TwM3EiTCi48/TAi22XzVhuAGKwgjtQ9GxXoSwPPSrPcguNgt+D7RYQoROYiZwheI1pf4Df70OUUFGZOSXIjPfhCeXcY63/Rfucmm2oDO/liXPiLNQZKvNjmm/iwIO8SkSCuU5EcxOp+bhk81JmDesJWJC/CT5SEgW1z1JaXiIX/f874koRADG8+Ya+n78dIu0ttOG57qgeQ1HP5IT1/OEc6oZ5i+EJHvq657PR1zVjwpEh7rif04LIgCEchFaDYMXejdGZSDXFpw65bqY4H+tgq+SNkTyvTc7NRgMWLFiBc6dO4fly5dj1apVuHTpEn744Qen9iAVR1zVbhEL4MnNInykh4bMppXlyVVHxSqyF9I5Z0sLtLDw8qcfr8ru34LLyEqnSD7OV6zNp/KfNK8hztToOH1i69ZrGQcHUpJQDHC0V5usNlzK4AYlk10jtEsPK74c2xaBBtczvmwqDJMIRDMGlq2eCtH2cO13jPyhzxkQTQrJt4phZLjzIYKEn8aKzrxvT3KWeH3efzhBsg+5QBAf6uiA589w64rhOHvg1nMdvT+UZ07FZhtQmocQcO3I5Z1rDTKtE/GNKzZbEUA51tpYRtLWetM3ouuHynmGZq87o7hezqvUYOcKvYITchDDCSNF8APAwAxuMDNS1/IKdU/qeROkDVrcZMMAAPlp5/Hwgi24QQnddIgzLWyfuJ6Ha9klQqZPlnLuNMCKPRez8EqfJm7PhVx/GokwYtDixQcaOWxTFjwK7dW5jrgjeVYIPZpwwqW7pGcPfr4b25NuYvQ3XFVe8uzoNAy6NuL2sfG46ENInnHyboRV0kfQDPxst+RzVqEJz/8m1r3x02vx0XAxT0mum7BsAploVQs2OgjCStQIU34GK4P4+HjJq1mzZqhbty78/PzQoEGDKmtXReGVMEJo3Lgxhg8fjgcffBB16tRx/wMVCSS8sXaE4wyYdCDyolpCNA3/IAU4GbQ3J3I5IwpNVsE/xAIdzCzXkVst3EAWydutaY0AcSSsQTnSMgyDvs05J03SWQGU34uCuvgTqrMolCV223sxSxjsLNDBzHdQE+/hKjJ3buDa9yiNui5EICKzMU/RKPjEENrVCXew2xLb++Kdl2DkZ8gFLGd3NsCKSF7t+9YacYCmtS+AozDyRo9oXH5/AABguHYH3tEthR8vZPzvmZ44/25/JM8biOR5A/HVWM7EUsJy5xkgE0ZieU1OqL8eq1b9JqxPYyMVj00io05cyxNm8f/YWuMmwgBIB3tnyAcyJexOZtbdFDQqeoXBNZAXlArBXWsLKwquShAzjQVaZILziQmxZuGj7Ofw1T+iOYpo1/z1Wui1GqfPkpbyWTHAgqd6NADDMHiRmjG/9WA8dk3ridf6NcUjvLkzhHFU79PmPD+dBvHVlaNIVh9L9ahWDu286wzBTONEM0KPyUsmdRBMP4KArvD/XaQyoZLJieDPptVgYEuuNhj9HwnCCP//daoTjE9HtHba7pWHr2HeX+fQ/K1NaPfuVqw5LkaPtaoVhnpRgZjMO7h7GlWTyWtSQnmn3t+f7Oxye69LN/iAgIAAySswMBBRUVGIi4uT1Fq7U/BaGLl+/Tq++uorvP7663jppZckLxXPINoCpTCyLbwzFbGzEyyyaBpnjk5kYP71QIowU7RAJ3QIYQZuP2QAzaLq5Ly7gTMjtKktTe3fvTHno0HPKJxF0pC21eKdxOT1JM5m5FPCiBZWlusAyez97UHNMbRNTcwdmoBBrWrgg2EJSJ43ENP7c1U/U7JFYYSu0/HbE51Qv5qyvZlQM8xfIihx5yS9jkoDE1mXkl0sCCOvDr6HOzZjReMYx3Lu3RqJA+66Z7qgQYRUYGoQUAqNhgEDOz7Sf4NJus0I4TUBwYFBEiFpQEJ1rHr6XjzYviEAwJ+RCiNdGnGhwvmlFuw/w6mZd9paooTh/gMjpNopIiC+0reJINgUw09xsG8dF+Zwbp5ys1BZgzN3aILieppgFGOtcSYAoHo4p+Ehgus9ceL/vGBka2GZtNvKanGTFQf7hpo07DpwUPgsVqbmrrGzgT06UPwPjIxV0Io81LqGsP6B+BjERQTgqR4N8DF/b8mvNwBoGVaIDLKznL/TlM7V8di9tbHxOTG51QsrjuOXg64jE3s3i5E4ADvD6CbpGa0hoicargrlvb9R6mNUaLIKwq1eyyDUX4+hbWoKmiALq4WdH25IHxSo47b/WPYsEl79/SQW77wk1oPiaRobLGhhhf7LyT0mh/h/0BNBf5QKIfdD20g1NaTPu50wGo0oKvKuyODtjFc+I9u2bcPgwYNRv359nDt3Di1atEBycjJYlkXbtm3d70AFgGMJdRpnTmPETEOHpW5/pQcGf7EbMx+MF2y/xDnTzrJC59y7eU3sP8PVRYnwZ/hjS7NX0mxJlEaz+Bv4fAVU5yAmPFOeVRI/Ebkfhclih7+CkEQibOIiAvApP8CMvqe28Dvi2LfuRBrmDk1AkFEndCxGvRad6kfin5d7oO7rouPn5PvqoUaYH97dcBZNY4Ox6YVuDu00aqXtVxJGqof5A7xzq5F3EKlXi5sBMlaTQ1rq7ya0R3igAcffegB+JMEc3wEXsUYEMiYE2Tkb+PHOe4BjkKJ3jK5oWzscrQObA6dEzcjJd/rAqNNg3l/cAJFfwvmiAEAugvBAQhyQyGlvvp3QHs/+ehSlFjvG8pWIW8eFoVqnaOAIUMT6wcxw/8XottFYPVzqu3AsJQc5xWZMXirWhrmeUwx/vRb+Bq3i4OgsmipSIY03Xacl6d1+MB5cBPAuKpqI+ph3bwKS9yQCeUCAVrwPh7SpiX4tYrFw2wWM0GcAu4BaUSEoSZeq2e8PFn1XSijNCMBNCugMq4Q6oToQK9acBxsJA2HdqECcm9MPBq1GomUDgDEdayP2rFbwI9rT7C3cd3Y2AE47UgI+JNVciDdPDQCqNUaKURqB9eafpzG2o1TjTDvWfvRIS4e2KiEk9HNS2VuMUAmQTG7EpGeOmpF/zkln5qdT8wSzJ/ldeKABBt6caWWoBG/8s67ho/yGta2JVrVCUTPcHxl5pbj/E9clPka0jxOWiRPqrTIKI/fzzu/R/iyOBL+CTJMenzdfgXsbRmHVMc7EHRvih9f7uzfHVRRWq2OfbLFYkJaW9p9yXvUUrzQj06dPxyuvvIJTp07Bz88Pf/zxB65du4bu3btj+PDhvm7jHQnLskLmPyXNCFHJyxESpVFOr/WiAnHqnb4Y0T4Ok+6tC0A05/gbtIJD38QuDTGxK6daZvgIGzL74aoBSzudjvUjJJ+VMsMqRd7QkNmm3ExjstoFIWlytybo3Jgb1N2lg29TO0zIidDi7b9RYrYJGRUjKB+Q5HkDcfCNXvjtiU54c2AzPHpfPXwwLAHfTVR2+pJrdpQGVXIuGthh4H1uYOT9SuwW+OukA1J3fpYZFmAQ8xTw5+cXxp/vmqnApe0IvbAKDuiU7dUaI6cRCGBMYGBHiJ9eIgz+fuS64PTZPaE+tHqu49LDis4NIrFr2v147+EWeLqHaHeueeYbAMDAODNqRnHahGGtHdNst6kdjp5NooX7DAC6fLAd7d7divi3/sYPCpElznJouMvdYNBqxLB0AOj4fxh1T228PpAfhGX3ip9ei9f6NUW9cO4+qB0VIpjACHF+jj4j7tKla6g29GwY5nBMuSACcL5Cz3TnBInihg/ivkeeE76b0KE6OtaLwD31IoCU/Vz9mvQTCLuyTjDROcPswmHcGXTdJSVEDZG86rbzaBq5f5jFZqdMyLzjfIlF0A7ZNAbMGtwcr/Vriq8n8qYRPhkawzBoFBOMAIMO9asFYZGs73u9f1PBVHl2dj9M7iLmHgrjn/kcD4oNsiyLnXwxxLpRvGk8NwUBlmzU02Ti015BeLBldeE53/P6/WgY7ajtrCyOHz/u8Prss8/Qr18/tG/fHpGRkejduzeKioowadIkDBkyBLNmzUK1atUQEhKCJ598Emaz+Ixs2rQJXbp0QVhYGCIjI/Hggw/i0iWpE/b169cxevRoREREIDAwEO3bt8eBAweE79esWYO2bdvCz88P9evXx6xZsxSFJm/wShg5e/YsJkyYAADQ6XQoKSlBUFAQZs+ejQ8++MAnDbvTKTLbhFlOiL/jwFeHL2nvL+sgSDiwn5OOiMxOiDnHbLULeRcYrQGdG3EOqyRhFm1ysdhYiX1/zkMtJPsmnRodhUB8Rpx1jEYnznOlFptgPgrwM6J7M149mnNVcT+EYD894inH0pTsYiHVepTMZyQ6xA+d6kdCq+Gca0d2qI1a4coRKnJhSkkzQrRRtN0ffmJbArXSzl7RQY7X/GiLqQqxfzwOFGY6bqugGeHWi+eQOEOst0KEsluFJgTz/gr+weGoG8OZ2xJi/RBk1KFasBFjO9aRDj58tElQ+l74+XHH1bHKHTzDMHhncHMhRwnN7PWJDuvIoB8b4ofF49qBYYA1U+9TPjee2BA/bpYeSTl4NunPvZMMtc4qC5OaJxo9Jyj0myd8pbeJ6u0S2SB8o0BZEGDs1HHk1ZpdwQtLAcHhgEYHEsI9vU8DrPi/zpzfl0Z89kPWP4H1Qe8BfPxOhILmiM6A7IkDJiDNLqwEWS+P6nOV9CwuXHpvllrsYkJGPmoiOsQo+B1pDX6YeG9dPNWjgZD8zFlRzP4J1bHiiU5oGhuMlrVCJZpRf9lzKUx2PEjpTvs3kYRnEoF2/yL46bU49U5fJM8b6HFG54qiSZMmkldoaChmzJiBp556CmfPnsWOHTswdOhQYRK5bds2Yf2vv/6KVatWYdasWcL+ioqK8NJLL+Hw4cPYtm0bNBoNHn74Ydh5IbKwsBDdu3dHamoq1q5dixMnTmDatGnC97t27cKECRPw/PPPIzExEV9//TWWLl2K9957zyfn65WZJjAwUJC4qlevjkuXLqF5c64C6a1bt1z9VIVn02mxKJlc4ABEx8cSi02S5VE+m5Oj10ntvGabqIFQKkhH+0pY7XaUWkVhhM4ES7eTnkGa+dTFzoQRZ7kKSsw26BiqXfm8c9r1g1xRuLaTgKiGivv8/cl70XQmp9LOK7EIHbSS2t9TGIaBn14jXF8lYYQILBJfACMtjIgd4sTOThy6SedHV3MtVnhmDEGAxonmgBJS6Iiank2iBSc/ohkxBISC4ZNNNYt2ERmg8+fa1G8ecOZPvo2uB95F49oiM88Es82GYYvETLHyJHMllG9GvxaxuDLXfbZNIeMtuQY1qNkyfz5Oi/kRYUTLd2+dnsL15POode4H6KyiU6ncZ0SnYaAk3jD0gFWWqtJUUj8wDNdua6m03bL/uKH1Iv43PBYjVnL5guRYJMKIZ4OlOwdW4TrInmGDiyrK5DkJMupQyGdaledAGtepDlJP6YFCCAIuAI+KYnasH6loTpVDJjsuM1DzkEgaAGhE/Lvokgms8vWpKoKDpVqZCxcuwGq14uGHH0ZkZCTq1q2LhATR78pgMOCHH35AQEAAmjdvjtmzZ+PVV1/FnDlzoNFoMGyYtMbVDz/8gGrVqiExMREtWrTAL7/8gps3b+LQoUOIiOC04g0bin3wrFmz8PrrrwvlXurXr485c+Zg2rRpePvtt8t9vl5pRjp16oTdu7nQqwEDBuDll1/Ge++9h8mTJ6NTp07lbtTdAO0UpuSESofsFlG1E0pkHagcvSw3gMXKUsKIQUEYoTQjVhbJVIikXOBRmmEpFZWjIapeeRKpEkozAq1BWhxu7+fAl/co7o+0o2YY17ldz+E6kyCjrtwpm+nfK4VMy4URVqOTCAYWk2gCICm4HSADVMII140xulAPa7Sc8AAAFvH/ojUVJByW8Qtxr0kAgAhe9R3dzOMKytHBfkioFYp2dSKwkopKkOd8cWYGcAWpjyIZ0IUv3bSPKn9A0Phxzq86m6MwQmbbzjKNMrQAUpZqxnTtJUCszUL/D2b+/2O0QAyniQwpSua+UtBI0KUMPM3SaXSSs4jg7P8hEwylkGCioSVRKaUWm9CnkYlT9VB/LBjGhdsztMlRECbLX6E7OnkdumtOeJSYjNSgkVRJp6tay4sa3gYUFhYiKysLt27dQs2aNdGtWze0bNkSDz/8MObPn4+LFy8K27Zq1UqSNK1z584oLCzEtWtcoscLFy5g9OjRqF+/PkJCQoQM6qSEy/Hjx9GmTRtBEJFz4sQJzJ49G0FBQcJrypQpDmnsvcUrzcinn36KwkLuT5w1axYKCwuxYsUKNGrUCJ9++mm5G3U3QDzEB7Wqofg9bTZYcywV4zvXBSDmHXHWscs1EcUWMbQXWr1YOZPvYOl6IBa7HSO/3u+0zUozLAvlQa/YHo1yeCAnjBB1us6xwqybWQq5PiTpUWSQ91oRAu08KU/QBoids5HPAwKdHzfj1RoAmxkNIsQ2ZBe5GSi7vgzEtuC0QARS1A0ACtIdf0tjDOI0GSaxM42LCIBRp4HJaoc/mePr/QENUYu76PzJoKgP9GqwoBNIJWcVIaFWKC7fLERYgEGw55cla6uQcM7uKFgI7XOmuaHMNAS9P6fB0isIIyQsvUXNECHxHCHYTycVQFwJdA7tkNZkEc0TCsJInXu5+ynzNKon/QTg/xRn++6eNyX8nOQsIpQqlEcARF82pZo25NqFBeiRmluCUqtdsdq3Q8VeQPk6eEPqEcRtfxY/GoAmpUuRX2pxeY8RJ3rJRINOhld0e2n1r169ips3b0JLOdfPnz8fJ06cwN69e/HVV19hzpw5OHLkiEf7GzRoEOrUqYNvv/0WNWrUgN1uR4sWLQQrh7+/63IEhYWFmDVrFoYOHerwnVJG1bJSZmHEZrPh+vXraNmScyILDAzE4sWLy92Quw2rm06FnvXMXHNGEEbkHagcnayeRG6RRUy0JDHTiM5jJCW1xWZHicWGYBSju+YEYLlfahJQMNPQuQWU26McHmiy2nG/5rjYLoYBRv8G/OpZOQEiGCzZwzlManxcy8GlMMJrRoj5A1ojYDOjbpj4G1I7wwHSARsCgXufBba/L9SQQfxgURiJdRMpYQgCim6KgxnP4Rm9kZRRgHY7goFkcP4lgpbBRedP2mAI8FgzImdwqxpYeyINs9YlCrWVGscEYRhf16O6BwmkvhnfDt/uuiyG/dqJIE0LI/x+5BVxCYIQIP5G58/NhvUSMw0/CPOakWd7NcIzy4/ivYcT8M66M8gttqB3sxjgMq0ZKcM1kRWIUzQvkeuuDwDyuSiO0NSdAP5P0VdD0Ix46LwKOM/mTHA2wSEDe36JPFkeK1w7ko7fRJtp6EybRHjTUiYnjWufEY858I2wWIPJQl6xa2GEJHGUhHDTwoiSubQKycnJQePGjRESIk2+mJCQgISEBCxevBh16tTBn39yZtUTJ06gpKREECr279+PoKAgxMXFISsrC0lJSfj222/RtSsXQk6sG4SWLVviu+++Q3Z2tqJ2pG3btkhKSpKYbnxJmc00Wq0Wffr0QU5OjvuNVZyiVKZezgTe74A88AA3iDdgUtEr+1fHEvEQM1gSz3az1UYJIwZFVbFeJsCc8nscXxg+B/43UbJvwUxjtQtOU+Q8atnTAJNjsTVnZhqz2SJkMcU1PvdDk/5Ax6f4troOXSOaEZLsqFUtz0qQewp9zQlE4BF8Rkgbzfx53zyH9c92wfO9GmG8ks8Iy1IDJT/gv5EGTFgL9J0LdHgceO440O5RYMo/rhtIhESrVLUc7KdH+7oRYMh6vb/YTpeaESKMBHpm1lGAlCagwyzPZxZiLh9yXCvc9cwLAPo0j8XKJ+8VyruLJhfq/3CnGbE5akb8AjhhJAClwgy5RCbY92wSjdOz+mJIm5r4bkJ79ImPwZPdG0ivW7nMNAqDcClv0jIEcMIphUXBbGR2I/xL9ntpO8CywuDrLEupswkO+V2+Q/ZkUagh0Sycz4g0mgYApRmhnmcvhV0HksS6TP00h5DjJgtrgSCM8P9DcTaw/gVxg/QTQKpnWobKwGq1SswuBw4cwPvvv48jR44gIyMDq1atws2bN9GsGWcKM5vNeOyxx5CYmIiNGzfi7bffxjPPPAONRoPw8HBERkbim2++wcWLF/HPP/845AQbPXo0YmNjMWTIEOzZsweXL1/GH3/8gX37OH+wt956Cz/99BNmzZqFM2fO4OzZs/jtt98wY8YM+AKvfEZatGiBy5cv+6QBdytmmwtfC5sV2L0A46txiatoad9stWOb8VX0SfsK2Pelw085zQiLQBMXraGz5EHD8J2agVLBm/KA5cOBoiyh8zDb7OhcjxrUL/wNfN2Ne2ghdlY2OwtLXiZgs8JsY9GROYu5qZOAb3uJOcYl7XHsWOuXUHUX7nteXG7Jh4YHuU42JJ8ZPturfGm1AWBKVzFksFN9xwywxKQWzPtjSEwHAHBhM1rUDMWLDzRWNqPRgxAZmBgGqN8d6Pw05ycSUQ8YtED83hnuBmQLLYwYXG9rt4u+JxIzTRkGXihfM5oBCdXLtD+uDbIBHRD9ZaylDvcbAMpMI/4/RBjxZ8xo/vbfuOe9rfj47yTuO8o8QTSS7etG4JsJ7dFk3zSpBqYsAprQdmKmUfjPNr/JvV/eAdRow/3MyPn+KJlp3GpG9iwE3gkF5sUBPw8B5sahdpgO8UwydhYNgW3jaw4/KXVSPZz4PRUVSwVeE+UzFsZvU2y2UdE0lDBiVfj/yPWwSzUuZcJm5fowntf0v6HB/3oBm2eKwijPyeu5ePzHQ/jmXy6MVdCMEEdtmm/vl5g+q5IaNWpI6rmEhITg33//xeDBg/HII49gxowZ+OSTT9C/Pxdl1qtXLzRq1AjdunXDyJEjMXjwYLzzzjsAuLowv/32G44cOYIWLVrgxRdfxEcffSQ5nsFgwObNmxEdHY0BAwYgISEB8+bNE8xEffv2xfr167F582Z06NABnTp1wvz5832Wfd0rn5F3330Xr7zyCubMmYN27dohMFCqkparlVQcEQveKZgX1r8AHPsZ3PD6i2RGI3FqS5NnyeLMPgeMUxGTlgsc+gRN8inVoz4AsFAd64XNwEf1EaJZDgZFYPPTheyfAukngCv/As2HwI9PetZdcwKGBWOA8LqwtvkdK4xzuG1vJQG5V4HwupL2ALyZxlIKXN0D1LkPNSxcCK+d0UFTjUos5E4Fz0MXWwOUU+qXldf6NYVOq0GrWqHCjI8mJkiP5IeuAn/zoWx5fIbMJgOBpA2c6cQVdM4MbTl9XAQHVidOd2S9zh8gmVrpmaipEDj6E/D3dOCxreJ6Q4B7QccJPZtGY+0z98FmZ1Et2IhuH24HrRCTFD7LSQbyUoG6rkN8hftAr+AASdqol5l/5L4aABgDd3+QRHEkjNcPJjyV/BywvBow+ldpdMutC8CJX6T7LouAJjdRyDUC9GBYkgP4cddHa8rBdsOLeND2icMuiVDvVBjZ8pb0s7kAMflnsNH4Brfvg4uBAdL0C84cWIP9dHhU+xfeNv8M7H1X0NwQ51UNI/r2ZBeaEHv5d7RhrNAzHbiJUtpxIOuC9NyB8vuMsCyQvMthdWD+RWDvZ0BxFjDkK2H9C78dl9TTal4jBNg6C9jtxL9xbk3gHeUilJVJSEgI8vPzERYWBoArv/Lrr7/CYDA4jLmEWbNmScJ5aXr37o3ERGnovTy3VJ06dfD77787bVPfvn3Rt2/fMpyF53gljAwYwCUSGjx4sMS3gYT02Wy3V4jU7cjyfZyvg0GrAS5uA5bxTkG9ZwHHfha2S2Au44ypvvDZaqUGtMBIrsOjnMN0Gg1imFzuw8HvEGTl7IOlhgj4abTSjpyngyYRTxp+Qv1fb6F6sEKI1oUtwMqJMAz+HAwTiQ/0vK02JxnD90iTSuHWRYkwQjzr7VYz8B6fRCsmARFWTgC50XgUYunfE2HE4loY4WAxXrsFsQ1be5xzwRU6rQav9WsqXWku4oS4whvAqsc5wUxOtSacMFKYyWk/nGk16HMqtzDiqWbEDyRvhaTzXzkRuMgLId9TkUw6f48FQiVaJn7CDQhtxqNzjUF4/eY0nLQ3wNIISvvFssBCKgU46fjTjgNhtYEAyl5N2iCJxvCTfq8zAjeTgEg+h4VCNA30XOcdKEuh/3+Gv1Er7yiQB2A2f9yn9gEx8cDBb+BAWQS0DF77R/5r2nm8OBtYOUnc9ukDgF+Y8LGeJhO1LNcdwqTpaBoJmYnS+652Z+4Yt5KgWdpfuq3NKvGnIcKFJM/Iqd/R4I/H8DbZ5eYZgjBCa2dI2YkLR7ahpXEW/jQCfxUOAf5eLT2mxIGVEspYVvRp8pRjy4C1zzj//vhy7AgZjGXXIhHqb5AIIvfUCceoDrWB2ZQg0u5RTvC8SvlQZF3i7qcqJDU1VRBEWJbFuXPnYDabYbfbERcXh+jo2y9VfXnwShjZvl25gqeKh5Tm4yQzCvAD5uSvAZY/In63VSoMtNBcwSlbfdjtLDQaBsbSbPHLoz8BJ1YAo38RQmN1GkrS9QtFwg3OH+NWtY6oBSgm0hpl34immmuAFXgn53XH9h5fBgBg1j4LP90KlLIGkr8JQSZZwaab54BG/OBWkIlAlhsUIwqTxG0yT2EM+I7aT5Y4SxgIXYfZNYrQoUveOryt/xm4CoCdVPZOjbDueeDIUk4Q7PKCuD71CPBdb+De5zg1evpx6e9qtuPeyTU9tZKz1Y/9n/JxiG+JPkDqkOkNTnxGBGizC2/Ll5gYLm51/I3OD9BoKEGnjMJISQ4niADAsZ8xL/Iy4jTJSNAko/3opdz6G+eApbI8I6ZCYM3TQOIacd1bOVxbiAAn8TnQA4wGYO2ccJD0F/DbaKD1OKDH68C+Lxx/w2tG6gQDp6b3wfIlX6B2MDDgolhQUGBRZ+D1FCfCSBmuyU2uxhOu7AQ6PiF1Hs+UVTuObMjdEw9/Dfz5fwCA2swNWO2sxMndYrOjPpOGt4v/AG7GAtUaA9ePAN/dL93fo38BBxYDmxSeZ3Mh4B8mfCwxy8w0N88DfzymfE4sC/35dRin3Yf12r6oFmSEFjb8YRRn4/2LVjv+TkkzAnAOyp4+CyW5XF4fV4IIT49/R2JSKafVCkc+3tH/hPOB7fCiaT2038jC5o3BwIifgI/ESR9uXahyYaSkpARxcVzq+4KCAlgsFrRs2RJ5eXlITU2944QRr6aT9erVQ7du3dC9e3fJq1u3bqhXr577HZSBd955BwzDSF5Nm4qz19LSUkydOhWRkZEICgrCsGHDkJkpzWaZkpKCgQMHIiAgANHR0Xj11Vd9lsLWK66LxbqeKl7M5RhwQjOGMwVY+AElwHRTuoHNBKx/Ufjox1KDk0aL5qbjAAC7njchKMzaO9kdzT3OqKEvdFraHgBns2ZZ4Kt7gU8aY/qJBwAA/qXKVSb1dtlgSgZZu9XB9kvzS9xqThAhFGd51H6BvOucbf2dUE4QAThBcMU44PphYP8iYPkIbsDbs8BREAFEZ1sqIyou/O38mMTB11UOEU8RhDZqpl6aL54TiRIwBDiqxZ1Vg5VrIcpopsHJlZKPcVl7hOUmf48Bru4Fds5zjFoozJQKIgAwO1zWJkqIZhjufwE4oWr1k9zy8WXA4R/E7WgnaF4zAksJgg0aPJn5DgZcfMf5ucyrrbzeU2HETmmHo5vx7aE0I0Wy54EMyK1GgWW4bvlbw6diRE3edcBUCJPVhjWGmehs3gd82YE7zsUtjsdnGM4hOsDRj8dcLM0Dk1fC3Rdh/gbO9PtlB+VzSj0CXNqG2E1P4F39EozRbEHzmiGowXgQhUKblGlnZE9NNTfPAx/U4bSTTlgS8qTkcyg434//063HQ9q9eLX0c+hyrwAZJ6U/NARxWua3c8V1pbmoaux2u+CvkZ+fj9DQUGi1WgQFBUnSvAPA0qVLsXr16ipope/wWhi5efOmw/rs7GyfCyMA0Lx5c6SnpwsvOiTpxRdfxLp167By5Urs3LkTaWlpkjhom82GgQMHwmw2Y+/evfjxxx+xdOlSvPXWW0qHqhz0or0vNPOAZJYiZ4JuC4JQDPb4r8DuBQgwO1535KYIA7eRyqOA1KPCYmbdh8rdbAB4E98hCPwxeIc7AMgycuGbKLrBdeQ3xJmfARYElCq0G0BhgjRix0EF74RqSTJb/kcNOPXt1b3uTwIADi9RXn92HfBdL25G6S7UzxAofSdkXQLObXQc9H0pjBChjQ7t3TZbYTvKB4T4O7hzHPQ22kHJIZCQvAtY+qDyNkv6O64DuOtF2qBgXgTAaVTo8MxD34vLtI8OuV6WIs4sWlaaDeZ/76EwQkeWdX2Ze6cdifOuO/6Gh2FFvzCzxQac/gOY3xyYWxPZhWbRgRrgfLTkQiMRQLR6YJpjoIG5RCqMkKiiQKMWOLPa+Tl9ez9wXhS278VJVA/1R88a7rOfIptqB60l8fQeI9qu0384fHWx60JMML+GH239JOurM9lInjcQT+rWu943ud4MAzR/mFsuyfWsXRWIn58f8vLyYLPZkJOTI/hiWq1W6HTl1KzehngljMjtmITCwkKfJD+Ro9PpEBsbK7yiorhS6Xl5efj+++/x6aef4v7770e7du2wZMkS7N27F/v3c8m7Nm/ejMTERCxbtgytW7dG//79MWfOHHz55ZcO0mVFczWrCD/uTcb+62JnUhzdRuxMn1EOKzvt9zj81k8Ftr6NJ9PeVN75Na6YkdFOCSOUCt8W6Fj0zBUZ7V4GjI7hsvfb94mdYeuxwvpN9aeLG5mknV0Mkw1/Ys5pLHYYZlYLTYRMeJUII05m5n87uQZrpnIDW7ZjsTYHwikP8GAvojwAUQhpJcuN8nlbzmywYpx0vS+FEZKGnh70lGrZGAIdQ0qdDQBP8wnv6Bl8WUhxIwg6S2SnVJcH4FTlVgUzDSAR6CXEDxKXaede3kwDuxX461XX7ZQzaKHoB0Xak58mFYLkkGdAaxD/F0EYKXUpNLMT1grL9vTjwO+Thc8p696HlaW67WsHHR0x3WgJrSX53LM1rw7w21hozMUwwsz5XZW4Sdlw67ywWIvlEvPVMzqG9As04U1yTR8U19HaWU/vMdaJwFOvO+wthuFfeytJuncA6BamPAFygNYekb4g21GIq2yqV6+Oa9eu4fjx4wCA8HBOW1hYWIigIDfO8v9ByiRekbhkhmEwc+ZMSQy0zWbDgQMH0Lp1a582EODS2NaoUQN+fn7o3Lkz5s6di9q1a+PIkSOwWCzo3Vt0wGvatClq166Nffv2oVOnTti3bx8SEhIQEyMOxn379sVTTz2FM2fOoE2bNkqHrBDOpufj7bVn0Jy5gg183xp6jZqlBccAj23hHjz/cJcp0R3g0xpLhBEKexmFkdz2zyG2z0ucZ7mMEPCz8XBRkMgJbgJMPaSo4l1nmIGMIq52Eaq3As5zdWWs0MFolJmNNBoho6miPwTLirMkZ2RfFtObO4Pk1Wg+FBi+hDNtlBUyyOj9ubwg38rs9udkMzJfCiOkQB+tTlbq2HVGx5BSWsir3xO4vB2o38PRnFBWMw2h01Rgv2PYuccwWk5wybsutkEujMQmANcUsgUbqGtbj6ptQgsvITW5aB7CmJVcJBidDZemfg8u8gfgnMuPLROv+4ybUudMAskf4kfdV2S7ja9KBTMyG+dhqHZHLOsDhNYWIrde18t8XHj/Egl+ru/lsOX9gQEfc+dwbj1+xnrADziQtwo4+iO30aDPAGspSv+aiTfNj+ITA5/Y8vIOYT91WU67EwoXwsjQr4GkTaIfGSDJWuyx2UvpnJoNAoYsRpiJG8bySixgQ8PA8P9NQ/YqUJDh+Dua1mOBtuPFz9Vbc++Xq94vMjw8HPHx8SgtLUVISIgQ5hsdHX3H+YsAZdSMHDt2DMeOHQPLsjh16pTw+dixYzh37hxatWqFpUuX+rSBHTt2xNKlS7Fp0yYsWrQIV65cQdeuXVFQUICMjAwYDAbB45gQExODjAzuJszIyJAIIuR78p0zTCYT8vPzJa/yUj2UG7wYKNjsGS1nu4y7B6jdiRNGysItLoSOzjBJo/VTkKSdHGOdrROMej2XcnzwF0CdLsAwTv1doAmFluQtqdsF26Mn4BPLI7AbwzhnOulJAQDCmCI0LeL9ZMJEjYQRZuWkb67MBPS6gEjpjIvgasYKcCpY4sBJZswPzHH9G4DLEDvjBjBkEdDlJaAWJXjVbCeJIgIAxCRIP5MBjCqu5zVEK0MnvpPbuR/iBQKibbJbOGdWcg0ZDTBhNfByEjCOMp94E3ppt4u+Tx2fcL+9MRTo+KTj+qkHRe3ZrfPK0TSk7XK0BnH7qCbSeke0wEBMW9WaATOzgMZ9gA5TgD7vAn0UKpAagsXw4dI86XXmBWsHiImPHkTJfU0LIgM+BoZ+Jzs3mdaZhJC7Y9j33D34yA/S9aN/AyIa4CxLaQP/cbzfO26l0nwHRAAd/w+P11qHP+wuCtaxLELsnDDyB9tT+t3kvznBu+Vwx75GyBXjRuDd8xnwQT3HCciU7cDIZYAxSMiHYmeBoiGi+XVE6e/AJ1TagOeOO4bsDvlKqlGM4J1Yb5PU8P7+/ggPD5ekhL9TKZMwsn37dmzfvh0TJ07EX3/9JXzevn07/v77b3z99ddo1EhMPnX9+nWh/LC39O/fH8OHD0fLli3Rt29fbNy4Ebm5ufjf/5xELPiIuXPnIjQ0VHgRr+by0CouDE1inMyK/cOlnZC/crEip/AzPYNNWRjR03kJ6nLhvmg7QXHbdywTxdo4bccDj27gwlcBBNu5h7mYNQJ6P2ys9jg+tw0VQ2sfXMC9j1vlMOMDADZYDOTVMqxyvgRXJcbpmdRLZ4H+HwDRzYGBn4qDj7vZ1qopotMfMUXd95w03wahGaX2j2nBzdBbjwF6v+04aMjNPXKzCalMTIVweg0ZnOm8Fyd+FZe7vw604c1EkrwcpeIAQDQmwbGcRorgjZmmNFccZINrcNoGZ9w/E3gtWXngr9YECOOfNVO+c82IUkVjRiMKUK1HO4+uIs7I/d4XHUf1flzoausxjtsbAqVOyjQHvlZev4PP5VFEmQqUzFG1OylGk4zSfOS4rSumbAcSHgGePyEVwgAus/FzRzGVoUyp7gT2KG5iQRKEHWrysvDVrZgu4nazwtA7g4s6um4Lx3fW/rBDw7WntouiqUS4cxU1d+sCsGUmUEJFEPZ+hxMoarYVVvnptUI708M7IDesueO+ur4iaksnb+YE50f/ctyORNCUZHvuH6TiE7zyGVmyZIlHic3i4+ORnJzszSGcEhYWhsaNG+PixYuIjY2F2WxGbm6uZJvMzEzExnKDXmxsrEN0DflMtlFi+vTpyMvLE16k8mF5cRp9KncqdBHu9phZ7BjQajT3zte10NuKHLZ/0PSuVAMx8BNuFnj/WxK/kL0dvkAX0wJkIdRRSAitJfmYD25m7lC4q/2jXGfRsBfQQlqyGgD235TOcCV1LAiu0pcLMyle1RtaC3h6L9DhMSpHiZvqmxc2i8t+1H0c1wF4Yie3HFJLnH29mAi8cEocJJ3R513pZ7odLAvs4pNYmcqvZXOZZ6Try0BPauCROwUrZTVV2ndZNCNEHW4M5bQQjR4Ahv/IDY795km31Qfw5jgdMIGKounCp6cmWh+riRJGZJqRfnMdBQRrKZXszQPftUiFrL0BEUCP6aLADnDXw9n+GjtJAEUEM1ojQJk4AHDHqNZM8edXdPXRy1QGgYQanJ2Rp43CU+bn3W6HkJri5IMf5DP1YnTR2abKobXX2Si8ax2HWfEb3bfHk8R6Sn41pL+TEczXklp9PBVnmlHnOGkD8PJ5oNdMcV3tjsDb2Y7FOQHu/yL5acoaoadSLsqfKcoF8uxuvqCwsBCXLl1C9erV0a5dO+j1emzbJvpdJCUlISUlBZ07dwbAlVE+deoUbtwQQ+m2bNmCkJAQxMfHOz2O0WhESEiI5FWhdH3ZcV1vLnZ/tPlNJI/YDHR6Gh8GvoJt9nbYO3gnN0g24ZOO8cKIzkoJI437obv2R5xm60uTglVrws0CtTpJSuUroffgOsvZIo1yYUSmZo1luNmKy4yQzR7EoUcO4l+baK7YkB6Ewn5cLorXLFOUCwW6qo1CDzZyyU7IvVGGGQ2d/RUAarTmhKmXzogdamhNLhmXO6Jkg5uF0lKdpDR5CcM9b58z5H4gdChpB1n4o1YndrC0ZkTJ1wEom5kmJ5nToCznz4ncTwwDNB/CmQ3ukfk1UNox1O8B/N+/QP+POCEAkCZdI/+lXHCKTeBygTx3XGrmoB1H5dCar0ELnQuXPV4HJq3nck88uok7F0+EGxpyv3SYIq5rT+XuiGjAHcPJpEOv1eASWxPnB6wAQuOA+2X+LM8eFTWPtRUGVQV0WgZXWJn2bsgi/KSVTRoeEKOygnifrtMBHYGebwL9P8KNEJn5kSeXDQLAwKr3wLnSXQZhQJw06PyBieu45zJYeQLZoR6nSf5y+yX8Xdoc3U2fYkqdv4C6XThfPE+h/+sylkNQKR+3fXzQK6+8IpQ+TktLw9tvvw2tVovRo0cjNDQUjz32GF566SVEREQgJCQEzz77LDp37oxOnTgVYZ8+fRAfH4/x48fjww8/REZGBmbMmIGpU6fCaHRdjK3SePoAl/RITpcXcM/OFrhRakJRWFMgfi62JO4EUMhpBEKjxBlpPufZHrWfm4XusLVCx0d+Qfb7WwFYldPOy0gpEE1qRqWqwDOzgDmc5/lZexwa21m3hbvaxjdGd+tjeB2/4kdrX/QID0Rhs5HoutqAAk0IPlBSFZFBUkmocKa2BzzXjPhHcGrYTk8D8UNcb1sW/EKBx/8BzqzibNx0+8+t495rtOGq85YX+czSTNXTUMgtAa2Bz91ioTQjTu5/T0N7/5gCnPLAXCrXfrUYKv1cvRX3IgjnZnauGQE4oSmiHvcskPwTN8463z6uQ9nSfMdT4fDOsuo6u0byir0AZzY7zIceRytrRAhEuM+J6gC8eBoAkHTpEpgr/+KThj/i68gGnHAQUtNR+HSCXqvBOTYOJWEN4Z97kTMrthqNS+ukKcJpB+sQf75YnskKDJgGALAcVPZhyWa53yn2HXI80YyQ//Kex6XOyAr8X7cGWHOcM4P+tO8qgFjE673s312ZiVUqjArVjPiC69evY/To0WjSpAlGjBiByMhI7N+/H9WqVQMAzJ8/Hw8++CCGDRuGbt26ITY2FqtWrRJ+r9VqsX79emi1WnTu3Bnjxo3DhAkTMHu2Qk6GSoIefm0hcUB0U5czJEDUQJDBX9BcBPIDDz8YaczczLCH9gReWHFMqFSpWLgNAB7bijXBo9G49Eehmil3XCWNhQ5Fk7Zim60NHjO/CovNTplplG8lrYbBnEkD8YzleRxim8JkscFisyMHIdA7c8pylV2UrkYrhwxACjV7AHC5WN4JFW3Q9z7rfdZWZ9RqJ/ri0JoRoiVs+IBvjiPPHUIidbQGZUGN7mCF3B3ONCP8768dcJ23RUkQUXIopqnfw/X39PGtJc4dWCXbyzJ6As7zknhL1iVxudUYUQBwNmApFOtDKKWJcaNpI2ZVuhbVnkavoY/5Ixj1/D6jGgF933MfOcbDPaMMTg/ZwgllL58DGAY37TI/tjgxii+Udw6lw2YtNjvO2x2j7E6zXDuMeg+GFXcZhFMOANn8NXd3TwGIr+GouSZtLzO+qirsI1iWFdJQ0Mt3Gre9MPLbb78hLS0NJpMJ169fx2+//YYGDcQ0vX5+fvjyyy+RnZ2NoqIirFq1ysEXpE6dOti4cSOKi4tx8+ZNfPzxx7dN0pickWtcfq+jC81BrJgpzD6I3dxSLEmyZWL1+PuM6Cvj56ywVlwH/B07BWboqX1rFPPIAIC2Zls8ZnkVaYiSCSPOB/WeTaLxTE9O85NXYnFdJFByTkrCiAvNSOJq7l0eUksgYYsEb/OLuEOvoIImy8Rbv7zIU7YTYcRZsT4NZXqRO7DKCaQ0K84Sksmpcx/nvDxUIYU6TbgHA6ei4ORGuAjiVfFEQ+RrYaSNmFMHTQdKU7sroaQZCaomLrsRRsRJiCiMkBoyTovkuYE8oxZZNeBrNur/7vOexCQrCCPFojBitrG4yop97Lr7VqFN6WKYwF0Tv7JoRpw5if7QR1yWm1Kd8EQ36bPlvTBCaeZuA8xmM06fPu2wXNXcvHkTsbGxeP/994V1e/fuhcFgkLhOeEqFjsjOBrS7GfqapLKR0Ic4zjBonGlGhA7JSZKwqZbnJPsxOtOMAIgL5wb/HL46sKvOjtaAWG0sLFbWYb0SRN2bV2LB/Z9wTqJEa+N4EF4YocNWCXQ1Wjl05IISdPZPRuN7rQiBtN9ayoW8ajTK1WfLA+kwSTE2Eh3hLJsvPdsjYafOzr+Ge2dIiY/Kq5eAwCjX249cDhxZwvljuIOO5vFEM0L/hggjzgQtbwmtBTx3jCvI17ifWNLBqWaEFOuTDYgT1gDXDwGdnnJ5OPIMminBodQiqyFTRoizuKTyN4ArtihxWkrqLfGEBThqRsxWO96yTEJ0eAhaDXsNpTdrIQeiUOGRZoSEt/O+bhLkphsP0xzIJ1yhAd4KI/zvLm8Hcq5wUUEyB/6KhGVZISsuAJjMNpRa7Sg2WyXLFYG/XuvxuF2tWjX88MMPGDJkCPr06YMmTZpg/PjxeOaZZ9CrV68yH7tChZGKcGC902Dg+o/X8VVvrXaiGeFnR2TwpyMKLMWcv0BxFq6yUqetQINzYSTAwHvM53OdgCubr1bDcKVBWK5ejjufEQKZpZxNd5EgiUBre+S40oyMXOaY9ZRwabtYdrzZIKD/h+7b4S3y6BVDQNmiPDyB9vS327lic4BzzQjpYO1WMaPnjUTlbRmGiybKvw7EtlTeho4I8iRvSrMHuZcnCG21uHe2lf+G4GvNCMBptYhmy50qX0kzAnBmKg9MVUSLYaKEEfLse6R5UCAjnxMYJi05hINv9EJ0iB9YlkWhTY9FzCBMjmdgpHPnwLmZJh2R+K3uHLSqkwBDjlSgcHB+V4L4yCmlxaeLCHZ0LbRJjiubcJXbTHPga668Rc83ge7TvNuXF5RYbIh/S6HG1aq/lZd9SOLsvsJ44AkDBgzAlClTMHbsWLRv3x6BgYGYO3euV8cul5nm4sWL+Pvvv1FSwnW0cuEjMTERderUUfrpXYtc9HAnhJJB3sprRorMpNw3/9dpdWICKJtZsFXbqL/2r+e7upR2wwO5h/ZUKje7dteZ0NoaMnNzZaYBxI4hKdMTYYSKppDjaqZMZvQavWNdmJ0fiMv9PgBCarhvh7fQ/ixECPF0hu8ptJ+AzeR+/2W1g/fmq0cHOMl3QzKM6vzcCwplhTbTlFUzQqgIYURyPDfhz0o+I2WATAhozQgRTJz6f7mhdoQ4cfn1IJeqgGhcP7COhmnoDw6+a4F8yCztT2aR+a3JJy8emZGIRrhQIfEknS+n5xvu98Ujvy5h/l7el+R+JsUMaedqFQc+/vhjWK1WrFy5EsuXL/c6MMSrJyUrKwsjR47EP//8A4ZhcOHCBdSvXx+PPfYYwsPD8cknXD4FXyQKuxMhGVhZt3oR0a/CYrPjlwOiF7ukA9AaeWc/k1AwzwLx++hg1zdHHNVJcft2I4xoGJgBlFpsSEznBqVgP9ezkBCFWcr4Tk4EVcHnQkEz4sr5kkQBkBl1QTqXbTO2BVC7M5Cyj/s+1LVprNxotNx/YjPx5xApCiVKjrfeQOenoHOHkvMKyQAApxdJREFUOBuEy5pVlWhYTE6ER6IZ8UU2WTkaWhhxoQlT+g2hwoUR/ni0XwHLirMLZ5oRDyGmmFKJmcYm+a6sPNerISYvPQwAmL/1PAa2rI7YUFHIU8qGbFDwXTHL/MTk/UVsiAcCNwnRLVBIBEe0fs2HSvMAuUF+XcK8NtPI+paYFt7tx0v89Vokzhbz15hMZpw9m4jWrVtLlivq2GXl0qVLSEtLg91uR3JyMhISlEO/3eHVXf3iiy9Cp9MhJSVFUp9m5MiR2LTJSXpkFQCOmhB39jk9b+e12ln8c07MlRJGD+60jZ23VVtZUc6MCHQ9Q5ALK+5mNjq+g/qNCvEL8XMt18rbUD8qEHOGOHnIXTmwugpLpU0UedeBz1oDi+/jC+fxmpJOT7tsp8+gc56kHedsz4DvNCNaPQQ9m9XsPpEZGRT3LBTXKWVAJeioe0oJpdorvoKcg8RM404zIht4fO0z4nA8mabJUgrMCgMWtuYmBM58RjyEzPJNlO8AEUY8Cp1V4P6mMZJnbv7W8xJnViVTq9xnjWuT1G9NLoy0igtz3xiiGbl+EMi5Kv2O3HNKSclcIL8u5TbTECriHncBwzAIMOiolxZ+Oo3Csu9fZfXzNJvNGDduHEaOHIk5c+bg8ccfl+T0KgteCSObN2/GBx98gFq1pE49jRo1wtWrV538SkWJsmhG9l3iHA9f6dMYGg31Sx3l2c8/yBZe6RUZaHB7g9WJlFZAtdpd+/qQGVFanmhGcSfw1AqXal/edSaIAMrRKARh0FXoaDQacab+BeWI91lr32sm3EFrd77p7ri+vDCMNLxXiJBxJozw6y/9I65zFRLqLiV8Li+I+qLon8OxecE29aiYydTZeQm/qWwzjUzTRPxwcq4A6ScEDaWrTMquIH4hpZQwsprPo+GtZgQARnUQtdV2OytoPLQaBlqNYz+hFNVzs5C71yIDuWtMT14axwQhKsiDa087hMoLFJq8E3Tl18U3wgjjvBSACt58803k5eXhs88+w2uvvYbGjRtj8uTJXu3Lq7u6qKhIohEhZGdn3z6JxP4juBNEiRZi7sZzgr9Ijyayio3k4bGUgGgAzLyZxuWgzxNk1GFqTzFc2p1Zh8xATl7PBQDUiwpEpJsOKMioQ6+mXLuXP94R9zZ0EX3hyoHVnfrbWd0XUhemsjoWZwKVrzQjgDQLq7vcIUozdFeOlJ76mFREYiihrZRQXFbNiJe+Gh5Drs+1g1zumqQN4nc3z/lAM8KbaXgtRGKa6DDcoqb3M3W9VoP3Hub6BKudFfxQnPl8kfVWOws7P0m5WcAJI9X4foLWSDg1vcoJpMKc5c8IiQwrowlQ7thbM8xLwZ8WRgyBjkn7VAAAO3bswIIFC/Dzzz8LVYV//vln7Nq1C4sWLSrz/rx6Yrt27YqffvoJc+ZwlR8ZhoHdbseHH36Inj17uvn13Y2DmcaNbkTPz1aIJzwANKsue0jJw0PZ95c+dh9SizXon+BZLo22tcXwudf7N3W5baCRe+ivZXOdyMNtPPPB+H5SB/cbAVQmVQUHVkEYcTLoOgudJTP5yhJGnDk4+lKToDMAJkhruDjNqiobFB/5QawB42p7Z8IGSVblSZr8sqL037rTdMh/406TUl5IuKmSA6Yp3wc+I1LNyNl0URhpQz2r3kD8u/KpnD/OouHoApsWux1GjRY3+L6ITFpozYhcA+oUjYarWLzxFce6XIIJsIzCiF7qJ6dR0PR4BP2fOYtOq0S0Wi2qV6/usFzV9OjRAxaLtH+oW7cu8vLKkOWYwith5MMPP0SvXr1w+PBhmM1mTJs2DWfOnEF2djb27NnjVUPuJhh6xudhNA1hxsBmjupU0lFTKcHb1o9B2zJ0hGEBYufdvIbrmZdGJlG1r1u+ztEBl5oRfnB3NuN0tp5kXTVUljDCP1pyYcTDnAmeHYMSeNxmVZWbMTyMTnGmGSHCj6/ypkiOrWSCc+Mn4SCMeKmi9xRX189aSkXTlFMY4ROdvbzyBACgfjUXAqSHkOJ3BaVWsbaUE2GEXv/lPxfRtk44krO45zKGd1SlfUbiIsqgjSCJ6uSaER+YadyZjV1SQAmYldVfuECn0wkCCL18p+GVMNKiRQucP38eX3zxBYKDg1FYWIihQ4di6tSpd+yF8hVyTYg74V2epVRRRUs6XjNVJK+Mauo2cWEY36kOGscEKdqOaZKzpJWB723gJuFVWdG5GAjdzTidrS/O4d4rTTNCm854Xjjl20Rr9HVy68BaRp8Kd8KIq+Rz5cUbQUIuhFWWz4gSVjN1n3rpM8ILI8v2p8BAlU24fNOxKndZCeE1IwUmi5A8y1m4MD0Z+uyfi5LvaoZz/32tcH8k1AyF2WpH7YgyCEvOUsJ7aaYhYciAcvSex9RsB6RyUUeV7bx6N+O1YTU0NBRvvvmmL9tyV1JW7+XWSp7qZIZM1ycp4341GsZ5dIuM53s1xgebzgGAJATNZ7gaCO1uzDTO1pv5a1PZwkipqF6X2Ml9cgzKZ8StmUb2qLsTItyaaUj+jwoY9OXahM7KJeslyM/bl745Srg6b5u53D4jucXivf/DnivCsjehl3JI5Nu17BLsv8xpDCODlJ8bZxOTYD+dIKjotBqsmXpf2c0iSoUtbyaJz30ZzTSNY0QTaHqem2KZrjBSphm+AKlKxeOVZ86mTZuwe/du4fOXX36J1q1bY8yYMcjJyfFZ4+5EHH1GXHM1SzRVbHu5u/IMhqgVb53n3ivYXv5UjwY4O7sfkucNLFO2Po8h7Veq6Okqmob+rTMq2rFRfhw6U6mvB0glzYivzTTmAqBE4ZkW0ttXhGZE1tbes9z/RiIcMJXnwErTbhL3bjNR0TTeCSM2JxFtHw8vfwIuOicQmVREB5ft3jwyQ1rw0Sv/DHLvkH4LAP6mJrhl1IzQglNCOZx8Jb5USj5BKhWCV8LIq6++ivx8rpM9deoUXnrpJQwYMABXrlzBSy+95NMG3omQR4ZlGbcKjEfacSFwXRpGoUE1J85U+XxK5YN8kbKKtpcD8HeRXr7cuAordWumcTMIxTT3vl1lQa4Z0fn7vhZOWTQjcqHBXdZUhvp/D33v+L2n+T+8QfIfMu79RQCpMKLzq7i6QwS5sDPgY64UAyDJ9+OtUDSuUx3UjZRq8Z7p2RADW5bfDK6UDCygDM/zi70be12sTwJL1cghzwmJevNCuwsAHwxLQPVQP0zsXNf7dtGCZuN+3u9HpUx49aRcuXIF8fHxAIA//vgDgwYNwvvvv4+jR49iwIABPm3gnY67aJrxneogItCAdnXK4PhY0ZEEFQ2dP0OOW98I2WAc3Ry4QdW6CKukrMBChBPfyVakBsFmEq+V0ygjmS3frbmKmpkr1Zjyda0dGvocPB2U6P/d1+npFY+nEL0jCbUuXzRN3ahA7Hi1J9YcT8XL/zuBl/s0wVM9Grj/oQf46bXo3SwaW8+KyamI/4cSvZpGY9u5G6gfFYgp3epj9D0+iqAiDqwA52DuFyKG0Y76Vfk3bhjZoTZGtI8rX5HWm+fE5RE/eb8flTLhlTBiMBhQXMyZD7Zu3YoJEyYAACIiIgSNiYoyZa1No9EwGNTKTR2VB2YDW94CopoAt5L++8KIUqptgrvQXrkz3JAvgW96+KxpHkNm98QZryKEETpLqtWNmUZ+fFdhvYDUv0VJM3H0R+6daOV8Ce1n4elgTp93RWdfBZSjd+hEaOX0GSE81Lom+reo7htNBMXHw1uh9ewtALjIE1eCzncT28NmZ4WcRz4jnMpJQu5f4vdWjhD4cleL7/oKcGwZt1zRjtBuKC0tRUZGBoqLi2G32xEQEIDY2FjFPF//dbwSRrp06YKXXnoJ9913Hw4ePIgVK1YAAM6fP++QlVWlEiCzXGLbryy/iIrCVREymxv1t9zOHNkImHoQ+PsNoPtrvmujO+SakYrQIBBTSkGGGNbtLC+CPETRnTCi1QOtRnNFy1wlPks96llbywItgDAeDoBamZmmonFIP28QBy46JN0HJlNfCyIAF8r//sMJuJ5TjFf6NHHp88EwjENUn88IigEKM0XNHqk+XRGZfT0loh7wjne5MnxJQUEBzp8/j8DAQISFhQEA8vPzcfbsWTRp0gRBQVWfA8WXeDVqffHFF3j66afx+++/Y9GiRahZk0t69ddff6FfP9XG5hJKamfhI9M2GViIMFIZnXFFQgbyrAuO37kz09TtApxbL91XtSbAuD9820Z3yH1GKiKK5yI3s8XWt8V1zo4jX+9JMid/vmKvUlp+Qq+33O+nrHgV2lvFZhq9P+X0Swkjt/HEYEzHCkhYV1YE05bvNCN3CqmpqYiKipJUvq9RowZSUlKQmpqKJk2aVGHrfI9XT0rt2rWxfv16h/Xz588vd4PuBuikZ+7r9noAUcET1XAVqxbLD+WjkHNVqs51F9pLnAgJleDMqwg57uXt3HtF/Cc6PzGqRX5cOXJhxBMp2FWNoMBorsQ6bff3FRLThofPh9yBtaKR33/1ugOneYGXzvdTVffffwUiOFpLgfObRQ2J8c6a9XtDcXExatd2FBijoqJw7tw5hV/8t/FabLfZbFi9ejXOnj0LAGjevDkGDx4MrbYCoyzuAMrqM+IRlZ1joaKh68sU3eKEEZsF2PUJcGY1t95Z1Aw96Hrpke8T5L4COVeUtysPL5wCPm4kXdd0oPK23mhmSHZVuR8OIA64FTFoeDOAy51eKxq6jTEJ3HVQyIRcXp+ROx7SV6XsBf55V1xvUDUjGo1G0f+FYZjy+8XchngljFy8eBEDBgyQqIrmzp2LuLg4bNiwAQ0a+Mbr+27AJ7eUXC2d+x+vnFytsbhs4Qe9Y8uAHXPF9c4GHNo3ojIcGZ0hH1Ab9/f9MYKigajGYp4GQ7BzR1naR8RTwURIyy8TRux28X+piEHDm462KjUj5J4j/zkJTwU8C0u+myHX8eI2cR2j9Tpz7Z1EYGAgCgoK4O8vfaYLCgoQGFj+sgC3G155Rj333HNo0KABrl27hqNHj+Lo0aNISUlBvXr18Nxzz/m6jXcUDknPfCHhyjvfMA8rZ97OVG/NvVtKgZJcYP0L0u+dCiPUTJ1kXa0KTLJjD/myYo5Da5Fc1dGgo2MGfebZvp2ZaSyUGcKdI2x58dS8RWeUrQyfEbpdOcncOxF+i8SQ2SrTzP1XINeRFt5ZW9W05Tajfv36iIiIcFgfERGB+vXrV0GLpPz000+IjIyEySRNwTBkyBCMHz++zPvzSvzcuXMn9u/fL7lQkZGRmDdvHu677z5vdnlXwvrGY8RRA3DPFF/stWohs/JbScC1/Y7fO3MMrOjB0VMKMyvnOHThPVfhw0GUMNJskGf71jkRRopueXZMX+DpwET7zhRUwrWnhQwh++1/3VerCiDX7Mq/VduO2wmWBSzFIDo1W0kxSktN0GgYGI1G6EguFrNCHqbyog/wWIAePnw4nnvuOaxduxbDhw8HANy4cQMbNmzA5s2by3xor4QRo9GIggLHWWdhYSEMhv94jotKQOLA6gtpRD4TrNHGBzutYoi/wuYZyt8rpYoHbk9h5PFtzrcrL/5h4rKryI2I+kCf9ziNkqeVdomgcWkb8O/HnN8Lyb9AqOiZf3GWZ9vRjst51yqmLXJCawN5KUC/edxn1Vm17CiZUmu0rfx23E5YioH3xdxSWgCV1qu9keZxH+rv748xY8ZgyZIlgjCybNky1K5dGz169Cjzob0y0zz44IN44okncODAAbAsC5ZlsX//fjz55JMYPHiwN7t0yty5c9GhQwcEBwcjOjoaQ4YMQVJSkmSbHj16CE495PXkk09KtklJScHAgQMREBCA6OhovPrqq7BarT5tqyc4OrD6oDOXO8lVRIRDZePOCZH2K6GRZxqtKup25d6rNQNqta+449DXKeui8+0A4N5ngI5PeL7vyIbi8j9zHAWRiqQOr2F9Yodn2zehfHI8zU1SXkb+BDz0JZAwgvssfw7HrKycdvyXuX5Q+rnnDODhxVXTFpUyM2XKFGzevBmpqakAgKVLl2LSpElejWteaUY+++wzTJw4EZ07d4Zezz2AFosFDz30EBYuXOjNLp2yc+dOTJ06FR06dIDVasUbb7yBPn36IDExUeLEM2XKFMyePVv4TGeos9lsGDhwIGJjY7F3716kp6djwoQJ0Ov1eP/9933a3iohop643Gr0nREW12oUcH6T43pGw2VIdDZ7okt+t59cMW3zhC4vAmCANmMr9jhhVOhfrQ6+3XdMcy7XSEm243eGIGDYd749Hs2jG8u2Pd350TVPKpIabaRaSNpkBkj/GxVl/MLE/Ei17gG6v1qlzbkt0AcAb6ThTGIiYmJiEMX7ZZw9exatW7dGfkEBUlJS0KJ5BdTZKmPUXZs2bdCqVSv89NNP6NOnD86cOYMNGzZ4dWivhJGwsDCsWbMGFy9eRGJiIgAgPj4eDRs2dPPLsrNpk3RAWrp0KaKjo3HkyBF069ZNWE/S5CqxefNmJCYmYuvWrYiJiUHr1q0xZ84cvPbaa3jnnXcq1bTEMKKRhvWVilvvD7yRDhTfunM6wPghXOdEz5wa9QHGuplt6gzAo5uAm2eBdo9WaBNdEhQN9KsEQfe+54Ht73HL41b5dt8MA7xyAbiRCOz9HDj1P259l5eA3m+7/m1VolRLpzKIiZd+9itH5di7haf3Ae/x/XaTCog4+y/CMIAhEKU2DYIjYgCDEWB1sOv8AUMgjEE6mFnPzSkVzeOPP44FCxYgNTUVvXv3Rlycd/W/vNZnfv/99xgyZAiGDx+O4cOHY8iQIfjuuwqcKfHk5XFpeuVexsuXL0dUVBRatGiB6dOnC7VzAGDfvn1ISEhATIxovujbty/y8/Nx5swZKGEymZCfny95+RqfWtsNAXeOIAJwD+TjW6RpmRkPwyTrdOa0IndDJIPOCEy/DryWzBUa8zVaHVC9JdBimLiuRmvfH8eXVJZmxB20P4+KMnp/4LWrwLDvgc5Tq7o1txU6nQ42m6MDd0FBAfz8bp9cUmPGjMH169fx7bffYvJk77XRXgkjb731Fp5//nkMGjQIK1euxMqVKzFo0CC8+OKLeOutCkgPzWO32/HCCy/gvvvuQ4sWLYT1Y8aMwbJly7B9+3ZMnz4dP//8M8aNGyd8n5GRIRFEAAifMzIyFI81d+5chIaGCi9vpT05d8Hw6Hu6v87Z47u8WNUtuT0xBjuaCHxNFJVcjdQHut3o+jL3PuCjqm0HoaIjje4U/MOAhEfUaCQZAQEBKCwUE+ixLIvk5GSkpKSgevXqVdgyKaGhoRg2bBiCgoIwZMgQr/fjlZlm0aJF+PbbbzF69Ghh3eDBg9GyZUs8++yzEt8NXzJ16lScPn0au3fvlqx/4gnRKS8hIQHVq1dHr169cOnSJa8TsE2fPh0vvfSS8Dk/P99nAolKGek5nTNHuMqjoVKxRFB5DRrcX3XtcMX9M4EOjwMhbqpcVySN+gIX/gYG+dZ3TuXuIzY2FmYzFzbOMAwCAgJgt9vRqFEjBAffXhlqU1NTMXbsWBiN3guUXgkjFosF7ds7Rgi0a9euwiJUnnnmGaxfvx7//vuv28rAHTt2BMBlim3QoAFiY2Nx8KDUazszkwu9dOZnYjQay3VhVXyMKohULQxzW1QydQnDVK0gAgCjlgO5KUCkmoVapXzQAofBYECzZs2qsDXK5OTkYMeOHdixYwe++uqrcu3LKzPN+PHjsWjRIof133zzDcaO9W30AMuyeOaZZ/Dnn3/in3/+Qb169dz+5vjx4wAgqLI6d+6MU6dO4cYNMTPili1bEBISgvj4eKVdVBgSp3/VaKOicmeh1auCiIpPKCgocPm6HWjTpg0mTZqEDz74oNxVhL0uAPD9999j8+bN6NSpEwDgwIEDSElJwYQJEyTmjU8//bRcDZw6dSp++eUXrFmzBsHBwYKPR2hoKPz9/XHp0iX88ssvGDBgACIjI3Hy5Em8+OKL6NatG1q2bAkA6NOnD+Lj4zF+/Hh8+OGHyMjIwIwZMzB16tQq0X7QSc9UVFRUVFTkyPNpyVGyTlQ2ycnJPtuXV8LI6dOn0bYtl+fh0qVLALiyxlFRUTh9+rSwnS8SehENjDyj25IlSzBp0iQYDAZs3boVCxYsQFFREeLi4jBs2DDMmCFm7tRqtVi/fj2eeuopdO7cGYGBgZg4cWKF+ba4wkcJ4FVUVFRU7mDatJFm0mZZFiUlJbh+/Tpq1qxZRa2qOLwSRrZv3+7rdjiFdZMzIC4uDjt37nS7nzp16mDjxjImUqpgVLFERUVFRUUJrdYxlUFwcDBq1aqFa9euVbqLQUVTSXmTVQRUnxEVFRUVFRnuJt4EnU6H0tJS9xveZrg7P699RlRUVFRUVFTKBympUlxcDH9/MTcNnbiTYLFYkJ6eLil38l+BnA85XzmqMFLJMFAdWFVUVFRUOLRaLcLCwoRoz4CAADAMI5RakRMQEICaNWv+Z7QjLMuiuLgYN27cQFhYmKL5CVCFERUVFRUVlSqF5Lui008oRXpqtVowDIO0tLRKa5uvCAsLc5rXC1CFkapFdRlRUVFRuethGAbVq1dHdHQ0LBbX5RZMJhM2btyIhx9+uJJaV370er1TjQhBFUYqmbuhdpuKioqKStnRarXCoG02m/HHH38gOTlZSAsPAIWFhfjkk0/w9ttc5Wzy/l9HFUZUVFRUVFRuM8aNG4dNmzahXr16Eq2C1WoFwzBYs2YNWJZVhREV72DUtGcqKioqKm7YunUrdu3ahVatWknW37x5EzExMTh69GgVtaxiUPOMqKioqKio3Gbk5eUpFoVlWdYn2c1vN1RhpJJRC+WpqKioqLhjyZIlksq9hNDQUCxZsqQKWlSxqGaaKkQVRVRUVFRUlJgwYYLieqPR6PS7/zKqMFLJ3IHaNRUVFRUVH6PVal2mULfb7ZXYmopHFUaqADUDq4qKioqKK/7880/J56KiIhw5cgTLly+/YyJoaFRhREVFRUVF5TZj8ODBDutGjx6NhIQErFq1Ck8++WQVtKriUB1YKxk6sFd1YFVRUVFRKQvdu3fHtm3bqroZPkcVRqoQVRRRUVFRUSkLOp0O06ZNg9Vqreqm+BRVGKlkGIYSQlRpREVFRUXFCZs3b0aXLl0QEBCA6OhoPPDAA7hy5Qreeust6HR3lpeFKoyoqKioqKjcZmzZsgWDBg1Cs2bNMHv2bBQVFaF3794YNGgQ1qxZU9XN8zmqMFKFqD4jKioqKipKzJ49G2+++Sa+/fZbDB06FBqNBq+99hq++OILzJ49u6qb53NUYURFRUVFReU249ixY3jkkUcc1nft2hWJiYlV0KKKRRVGqhBVL6KioqKiooRer4dG4zhEX7x4ETVr1qyCFlUsqjBSyTAMA4ZRk56pqKioqDinadOmOHHihPDZZrNh+fLleOKJJ+7IdPB3lTDy5Zdfom7duvDz80PHjh1x8ODBqm6SioqKioqKA48//jhOnz4tfDabzZg2bRomTZqEGTNmVGHLKoY7KzbIBStWrMBLL72ExYsXo2PHjliwYAH69u2LpKQkREdHV1o7JKYZtVCNioqKiooCjz32mLBcv359FBYWws/PrwpbVLHcNZqRTz/9FFOmTMGjjz6K+Ph4LF68GAEBAfjhhx+qumkqKioqKiouuZMFEeAuEUbMZjOOHDmC3r17C+s0Gg169+6Nffv2VV5D8lLxUN7PmKVbWnnHVFFRUVFRuc25K8w0t27dgs1mQ0xMjGR9TEwMzp07p/gbk8kEk8kkfM7Pzy9/Q9KOYmjeT4IIWMQEln+fKioqKioq/3HuCs2IN8ydOxehoaHCKy4urvw7DYjEjch7cBKNsBSDcLL1O+Xfp4qKioqKyn+cu0IzEhUVBa1Wi8zMTMn6zMxMxMbGKv5m+vTpeOmll4TP+fn55RdI6tyL6Ge3IBpAy/LtSUVFRUVF5Y7hrtCMGAwGtGvXTlJ22W63Y9u2bejcubPib4xGI0JCQiQvFRUVFRUVFd9zV2hGAOCll17CxIkT0b59e9xzzz1YsGABioqK8Oijj1Z101RUVFRUVO5q7hphZOTIkbh58ybeeustZGRkoHXr1ti0aZODU6uKioqKiopK5cKwLKvmJveA/Px8hIaGIi8vTzXZqKioqKh4jDp+uOeu0YyUFyKz+STEV0VFRUXlroGMG+rc3zmqMOIhBQUFAOCbEF8VFRUVlbuOgoIChIaGVnUzbktUM42H2O12pKWlITg4GEw5asqQEOFr167d8eo69VzvTNRzvTNRz7XiYFkWBQUFqFGjBjSauyKItcyomhEP0Wg0qFWrls/2dzeFC6vnemeinuudiXquFYOqEXGNKqKpqKioqKioVCmqMKKioqKioqJSpajCSCVjNBrx9ttvw2g0VnVTKhz1XO9M1HO9M1HPVaUqUR1YVVRUVFRUVKoUVTOioqKioqKiUqWowoiKioqKiopKlaIKIyoqKioqKipViiqMqKioqKioqFQpqjCioqKioqKiUqWowoiKioqKiopKlaIKIyoqKioqKipViiqMqKioqKioqFQpqjCioqKioqKiUqWowoiKioqKiopKlaIKIyoqKioqKipViiqMqKioqKioqFQpqjCioqKioqKiUqWowoiKioqKiopKlaIKIyoqKioqKipViq6qG/BfwW63Iy0tDcHBwWAYpqqbo6KioqLyH4FlWRQUFKBGjRrQaFQdgBKqMOIhaWlpiIuLq+pmqKioqKj8R7l27Rpq1apV1c24LVGFEQ8JDg4GwN1MISEhVdwaFRUVFZX/Cvn5+YiLixPGERVHVGHEQ4hpJiQkRBVGVFRUVFTKjGrid45qvFJRUVFRUVGpUlRhREVFRUVFRaVKUYWRqsBSCpiLq7oVKioqKioqtwWqMFLZ/Psx8F4s8H51YP1LVd0aFRUVFRWVKkcVRiqbS9sBsNzy5R1V2RIVFRUVFZXbgioVRv79918MGjQINWrUAMMwWL16teR7lmXx1ltvoXr16vD390fv3r1x4cIFyTbZ2dkYO3YsQkJCEBYWhsceewyFhYWSbU6ePImuXbvCz88PcXFx+PDDDyv61FRUVFRUVLzm/vvvR8+ePT163QlUaWhvUVERWrVqhcmTJ2Po0KEO33/44Yf47LPP8OOPP6JevXqYOXMm+vbti8TERPj5+QEAxo4di/T0dGzZsgUWiwWPPvoonnjiCfzyyy8AuPjuPn36oHfv3li8eDFOnTqFyZMnIywsDE888USlnq8jbBUfX0VFRUXldqR169bC8qVLl3D06FEMHz686hpU0bC3CQDYP//8U/hst9vZ2NhY9qOPPhLW5ebmskajkf31119ZlmXZxMREFgB76NAhYZu//vqLZRiGTU1NZVmWZb/66is2PDycNZlMwjavvfYa26RJkzK1Ly8vjwXA5uXleXN6Ij8MYNm3Q7jXwtbl25eKioqKym1PecaPCxcusLVq1WKNRiP75ZdfVkDrbg9uW5+RK1euICMjA7179xbWhYaGomPHjti3bx8AYN++fQgLC0P79u2FbXr37g2NRoMDBw4I23Tr1g0Gg0HYpm/fvkhKSkJOTk4lnY0TWFUzoqKioqKizPnz59G9e3cMGjQIe/bswYwZMwSt/53GbZuBNSMjAwAQExMjWR8TEyN8l5GRgejoaMn3Op0OERERkm3q1avnsA/yXXh4uOLxTSYTTCaT8Dk/P78cZ6OioqKiouI5586dQ69evTB06FB8/vnnAIC1a9fiwQcfRGhoKAYOHFjFLfQtt61mpKqZO3cuQkNDhZfviuSxTpZVVFRUVFQ4evbsiREjRgiCCAB06dIFv/76K8aOHVuFLasYblthJDY2FgCQmZkpWZ+ZmSl8Fxsbixs3bki+t1qtyM7OlmyjtA/6GEpMnz4deXl5wuvatWvlOyEVFRUVFRUPGTduHObPn++wvn///li0aFEVtKhiuW2FkXr16iE2Nhbbtm0T1uXn5+PAgQPo3LkzAKBz587Izc3FkSNHhG3++ecf2O12dOzYUdjm33//hcViEbbZsmULmjRp4tREAwBGo1EoildhxfFUnxEVFRUVFQU++ugjlJSU4LvvvsPTTz+NadOmYfny5bBarRg9enRVN8/nVKnPSGFhIS5evCh8vnLlCo4fP46IiAjUrl0bL7zwAt599100atRICO2tUaMGhgwZAgBo1qwZ+vXrhylTpmDx4sWwWCx45plnMGrUKNSoUQMAMGbMGMyaNQuPPfYYXnvtNZw+fRoLFy5UlDhVVFRUVFRuB27cuIFu3brh1q1baNSoEQ4fPoxGjRrh/fffx99//41atWpVdRN9S1WG8mzfvp0F5zgheU2cOJFlWS68d+bMmWxMTAxrNBrZXr16sUlJSZJ9ZGVlsaNHj2aDgoLYkJAQ9tFHH2ULCgok25w4cYLt0qULazQa2Zo1a7Lz5s0rc1t9F9rbXwztnd+ifPtSUVFRUbnt8Wb8mDRpEnv//fezBQUF7OXLl9mgoCCWZVl2ypQp7IgRIyqqqVUGw7KqrcAT8vPzERoairy8vPKZbJYMAK7u4ZbDagMvnPJNA1VUVFRUbku8GT9iYmLwxx9/oEuXLrh8+TJatWqFgoICJCYm4r777qv61BQ+5rb1GVFRUVFRUblbKSgoUDTFaLVaaDR33tB9553R7Q6tiFJ1UioqKioqCtSsWRPJycmSdWazGe+++y66du1aNY2qQFRhREVFRUVF5TajV69e+PPPP4XPJSUlCA8Px+HDh7Fw4cIqbFnFcNtmYL07KJ9qxGqz49Glh1AvKhCzH2rhozYp8/O+ZDAMg3Gd6lTocVRUVFRUgI8//ljI/F2tWjV8+eWXaNCgAXr06AGd7s4bulXNyH+Yk6l52HXhFn7adxVWm73CjlNQasHMNWcwY/VpZBeZK+w4KioqKiocQUFBQoqK4OBg/N///R969+4NnU6HXbt2VXHrfI8qjFQl5QxkKjJZhWWTteKEkSKTTVguLLW62FJFxXtWHErBqG/2Ia/Y4n5jFQdKLTYs3XMFKVnFVd0UFS/p2bOn0zpoN2/exEcffYRmzZqhV69eldyyikcVRv7D0EKCpYI0I0dTcvDApzuFz2YPj2Oy2jDqm334dMv5CmmXyp3Ha3+cwv7L2fj630tV3ZT/JN/8exnvrEtEv4X/VnVTVLzk0KFDOHnypPCZZVls2rQJjzzyCGrVqoUff/wRjz/+OK5fv16FrawY7jzD038KZc3I/stZiAw0oFFMsMtfF5SKM0hPhYSyMumHgyigNDCeCj1rj6dh/+Vs7L+cjZceaFwhbVO5cyi1iIJ1CbWs4p5bhSa0f3er8LnY7Jvrx7IsGIbxyb5UPOPJJ59Enz59MGbMGNSsWRNLly5Ffn4+Ro0ahV27duGee+6p6iZWGKpmpNJxbZrZcDIdo77Zjwfmu5/d0P4bFlvFxAnny8wyngojuaqqXcVDnl5+BE1nbhI+BxrUOZKnWG12iSDiK9JyS9Dx/W34dHOSz/et4pyPP/4Y69evx61btzB37lzcuHEDL7/8MmbNmnVHCyKAKoxULQo+I1N/Oerxzw8lZwvLlgrwGbHZHdvniTBitdnx3sazPm+Pyp1HXokFG09lSNYFGLVV1Jr/Hlezfe8fsmz/Vfzfz0dwo8CEz/656P4HKj7l/vvvx+rVq3Ht2jXMmTMHv/zyC2rVqoWHHnoIq1atgtV6Z/rtqcLIbcTNApPks11BGCDsvnALW8/eED5XhM+IWUHA8UQDs/dSls/bonJnIr/nAdf3vYqUFB8LI6eu52HG6tM4lZrn0/2qlJ2YmBi88sorSExMxL///ovo6Gg8+uijqFGjBl544YWqbp7PUYWR24QDl7PQ4T2putVZhExBqQXjvj8gWVcRPiMmq6Pt2ROhZ8/FWz5vi8qdye9HHB3xSi0VFxl2p+Es8sjbkmPJWUXlaY5KBdGpUyd8++23yMjIwMcff4xjx45VdZN8jiqMVClih/HTvqsO3yoJAwBQoBBe643PyJVbRRj0+W5sOJmu+L2SMOSJMJJXovqLqHjG4p1i5IxBy3VHpaoDq8eQa3Vfw0icm9NPWO/tM5iaW+KwTq2levvg7++PCRMmYOfOne43/o+heordJkQEGhzWFZltCAtw3FZJSFAyqbjjnbVncCo1D1N/OYqBLQd6tE+z1X3HJB9M7HYWGo3qla/inGCjDpO71MPCbRfUaJoyQJ61MH8D/PRaRAQakF1kRmpuCcICDMjIK8WtQhNa1Az1aH9KQozFxsKgU5/fyuDHH3/0aDuWZTFp0qSKbUwlowojVQk14wj2c/wrnCUYU5o5eiOMpOc5zoJovDXTyNXsFrsdRo3qlKjiSNvaYTiakosPHmkp+D+oZhrPKeWfe6Oe0yqR5/OJn47gtyc6oeuH2wEAP02+B90aV3O7PyVHeJPVBoNOVaJXBi+++KLkc1FREaxWq5D+nSwHBATcccKIeodVNk5UnnQ4f6i/HgCQX6qsalXUjNjKPpt0Z9ohg0JMiBFdG0UBAKx2D4QRmRBjraCwY5X/PsTXyV+vhR8/4MnvHxXnkImJn54T9u9vGg2AM7cQQQQAXv39hEf7U/I9q8jszipSsrOzhdcPP/yAtm3b4sCBAzCZTDCZTDhw4ABat26NpUuXVnVTfY4qjFQp4iBt4gf+/+teH/WrBQIA0vNKFX9FOqD61QLRtnYYAM/MJ3LcaVNIJ2TUaQV7vsULM40qjKg4g9xPBp0G/gZuQC31UdKuuwEyYfDTcddu5oPxitsx8MzMQjQrr/RpDCMvHKrCSNXwyiuvYOHChWjfvr2wrn379vj888/x6quvVmHLKgZVGLlNILNBP50WUUFGANIMqzSkwzBoNYL61JtoGncmF7MgjGig13p+HDpNPcCZaVRUlCD3k0GnEWb3qmbEc0TNCPd8RgUZsWtaT4ftMguUJzZyiOChp/oWk+rDUyWkpaVBq3U0b+v1ely7dq0KWlSxqMJIVUKZbMgMx6jXCDMSZ5oLK5+HQadlYOBnRN74jNxQyPFAQ3xGDDoNdFpuZuVOgPl+9xWHHAVKydNUVADxvtVrNTDy97LqM+I55BklghwAxEUE4OzsfoiL8McHwxIAcF2NJ/lbiOnWoBP/D1UzUjV069YNzz77LJKSxCy4SUlJeOqpp9C9e/cqbFnF4DNhJDc311e7uishD7wfbRJxMvDb+A5Dp9EI25ZVGLnmQbKkM2lc9UijTuO2TQDnEDtnfaLD+ooq4qfy34fc9wataKbxVW2VuwEiuPnrpTNof4MWu6bdj34tqgvrrB4II2ZeuOGEQ9VMU5V899130Gg0aNasGSIiIhAREYFmzZpBr9fju+++q+rm+Ryvomk++OAD1K1bFyNHjgQAjBgxAn/88QdiY2OxceNGtGrVyqeNvHOhNSNcJ2DUi+pRZw6mxIlUp2GEDqOsA/6Ty4643eajvzmJ/FxGARpFB7tsEwB0oxzmJO1VfUZUnGChzDThAZzjdm6x2dVPVCjkZho5Oiqk3hMNJZnUGHR0P6QKI1VBrVq1sHv3bhw5cgSJidwkr1mzZhIfkjsJrzQjixcvRlxcHABgy5Yt2LJlC/766y/079//jnSsqQzM1AyR+Gc4m5HQZho9bz4pq2aEaD0I8sRGJ67lCsvFZhv0OvdmGnrm9UqfxsLgonZmKs6g/ZKM5TA53q2Ikxjl0HliXgU8i4QTzDRajdC3VETdKxXPadeuHcaPH4/x48ffsYII4KUwkpGRIQgj69evx4gRI9CnTx9MmzYNhw4d8mkD7zyoQZ8SAOgZot6NScRKm2m8dGCV5yCTq3CTMgskn921aUtipnA6h2f0xjP3NyqT0ytMBYD99lLP/3MuE/fN+we7Ltys6qbcsZB7Q68V/ZIqorTBnYoQTeNMGNGIXbwnGkpaM1Km51elQlizZg26dOmCyMhIREZGokuXLvjzzz+rulkVglfCSHh4uODNu2nTJvTu3RsAN7u2eZHvwhV169YFwzAOr6lTpwIAevTo4fDdk08+KdlHSkoKBg4ciICAAERHR+PVV1+97Sof0jNEg4cOrFoNI3q8l2H2YrXZIdfYyo9F7+/lBxpTPiPKHdqUnw4LyyQaSO/mNwL56cDcWsDsCKA03/W2FcT6k2mYv+W8RJU9eelhpOaWYPz3B1FosuK7XZc98rVR8QybnRWut0GngZ4fOFWznueIUXjKXblWw0Cr8VzIo4VDj59flQrh66+/xsiRI9GiRQssWLAACxYsQEJCAkaNGoVFixZVdfN8jlc+I0OHDsWYMWPQqFEjZGVloX///gCAY8eOoWHDhj5t4KFDhyQCzunTp/HAAw9g+PDhwropU6Zg9uzZwueAADGHus1mw8CBAxEbG4u9e/ciPT0dEyZMgF6vx/vvv+/TtpYHC9UJGNxErliFbRkY+NCvsphCnCU2CjSKn/P5tND9msfi2V6N8NHf57jfOhF6GkUH4cKNQsk6j/1Zzq4Tl0/9D+jwuLtT8DnP/MIVnqodEYBh7Wo5fL9w63l8u+sKFm69gFOz+lZ28+5I6PvCoNMIpkBPzAn/OY7/Cqx+Ehi5HGj2IAAuuuW9jWfROi4Mg1rV8Gq37jQjAPccFpttQi4jV0h8RrREOPTx/5GXClzdA7QYBqiZmZ3y8ccfY8GCBZLJ9fjx49G6dWt89NFHeOqpp6qwdb7HK83I/Pnz8cwzzyA+Ph5btmxBUFAQACA9PR1PP/20TxtYrVo1xMbGCq/169ejQYMGktCmgIAAyTYhISHCd5s3b0ZiYiKWLVuG1q1bo3///pgzZw6+/PJLmM1V7ShHJT1TcBxzNvBb7ApmGk81IznJwKHvhWOTzK/y1O8k+2uNMH8A7s00bfjka6/2bSKsE37jrm2UKhm2qtVYbUnMVFx/5GoOAKDAdHtp1P7L0No3g1YjmBQsNvbOK862mh9QVowVVu04fwPf776CZ3/1vgKryeIY2iunLPlbLNREhwiHPjfTfNkRWDUFOPiNb/d7h3Ht2jXB6kDTq1cvNc8IoaSkRMgO16ZNG2H9iy++iB49eviqbQ6YzWYsW7YMkydPBkPlT1++fDmioqLQokULTJ8+HcXFoip93759SEhIQExMjLCub9++yM/Px5kzZ5wey2QyIT8/X/KqKApNVpzL4Hw0aAdWZ52AoBnRiVoUj4WRha0QsGUalug/hIYBAg2cckw+ayKf/Q1cW/RuQohpxzeCx52Zf4S4bAzy7DwqiBwnkRw6rZNHhWU5M9OdNnhWAvS9pKecsYGy5ab53+FrmLXujLIAk5kIXN1XrnZWFIWm8pu03UXTAKIJx5NqyCbKXFwhZhpzMWDm/dEubPbdfu9A6tWrh7Vr1zqsX7duHerXr18FLapYvDLTDBw4EFu3boXRaJSsT0pKQq9evXD9+nWfNE7O6tWrkZubKykQNGbMGNSpUwc1atTAyZMn8dprryEpKQmrVq0CwDnb0oIIAOFzRkaG02PNnTsXs2bN8v1J0PCd5/sbzwqr6kQGIjGdE3ycdQLC7IXyGSlrBEJP7QkYwGtWTI4+J0Inx0c4uMs5QNpEe++7E2AEAqkCXvaq1TxoGOW02Y2ig3DwSrbjFwe+Bja9Bgz9Fmg5ooJbd2dBZ19lGEYi8FlsLHQeavCn/X4SANCjSTS608Xg7HZgUWdumTKP3C4YtOWrhHstuxhpfMkIl2YavefJ5IiG1KjTutWGekUePTaolYBdMXPmTEyaNAkHDhzAfffdBwDYs2cPVq1ahSVLllRx63yPV5qRoKAgPPzwwxIn0LNnz6JHjx4YNmyYzxon5/vvv0f//v1Ro4ZoX33iiSfQt29fJCQkYOzYsfjpp5/w559/4tKlS+U61vTp05GXlye8KlIt9suBFGE5JsQoPKLrTqThhkIaZyKkcBlYveswztrjYNA6z/YqL8AlqHoVZlc2O4v1J9P5NlGaEU9nVix1bGvVms6cyCJC2Ckgy2S56TXu/a9pFdgqGZZS4OK2irtWZ/4EruyqmH1TEBMDuQdpzYg3JQQc8pPYqAzDV/eWvYEVDC34emOWWrjtgrDs50JyM5ZBM0L7oHiS6LBMWE1AQRq1QtUmumLMmDHYtm0bSkpK8Nlnn+Gzzz5DcXExtm7dinHjxlV183yOV8LIqlWrkJeXh7Fjx4JlWZw+fRo9evTA6NGjsXDhQl+3EQBw9epVbN26FY8/7tq5sWPHjgCAixcvAgBiY2ORmSn1AyCfY2Njne7HaDQiJCRE8vIJkk6HW44O5jRM9zWMBMMwSM4SzUyHk3McdiGE9mq9T9msAQuDTktpPKQdldgpafh3Ynd2PM6qo+Jshw4Z9rgzM1EmMJvrFPUVjTNh5GpWkbBcotSplzj+TxXGznnAsqHAxld8v+/cFGDlJODHByvc9EQ0I+Qe1nsShmouBja8AnzcGEjaJPmKkf95lhJxWeNVV1ehSHOAlP1a/35EfO5cmWkCDM4nEnJEzYjG6xxGTpnfAvjpIfGzzt83+/USk9WGQ8nZHqXJryq6du2KtWvX4uLFi7h48SLWrVt3R6aCB7wURvz9/bFhwwYkJSVhxIgR6NWrFyZMmIBPP/3U1+0TWLJkCaKjozFw4ECX2x0/fhwAUL06lwa5c+fOOHXqFG7cuCFss2XLFoSEhCA+XrnCZWVj5DuSl/s0cfhOKTU2iTbQaxgEGjlLW1kdK7WwQ6uBU2GGVtcCQCDfoZWYHY+zPUm8tjlF4uzU4ETQceAMFTdvq3zNCD0r3XMxS3GbbefEc1QURiqT3fO596M/+n7fBZTgXsEms7RcTlggAqxGwwjLTiM43q8OHPoWKMwEu/opyb0nz52DpL/EZfPtF5L9v0OiMFHecGZnSc8ACGn23d23Njsrppc3aMvlM2K3s1Lhh2WBohvSjQLCy7xfX3E2PR9NZmzC8MX78MmWJPc/UKlwPBZG5M6cGo0GK1aswIEDBzBs2DDMnDmzwhw97XY7lixZgokTJ0KnE91cLl26hDlz5uDIkSNITk7G2rVrMWHCBHTr1g0tW7YEAPTp0wfx8fEYP348Tpw4gb///hszZszA1KlTHXxeKh1+EJSXAadRms3QxcWC/XhhxEmFX2doYEdmvsmpwEAX7gOAAF7okVfkJe0g9GgSLSz7e2qrzjgtLleCmUY+E1LqbEtc1Edx9V2loNGXbfsb54AtbwHFCj4vAM6k5SEzn5gDqWth9azSq7e88NtxrnlUwUZi5rMozVYPfS/5yJRk49ElYpLFq1kygWMNFdln8n2/5DF5qQ6rikxWbDoj+qyV1SwlN9+6dmD1TDNCwvkBINRfD72XJuB/zmWi/hsb0XTmJhSRSdLx5Y4bVqFJdu5f54TlL7eLJv31J9MwdflRFN4GUXNarRYajcbpCwBu3LghLP/X8diBNSwszFENCm5WuXjxYnz99ddgWRYMw/g88dnWrVuRkpKCyZMnS9YbDAZs3boVCxYsQFFREeLi4jBs2DDMmDFD2Ear1WL9+vV46qmn0LlzZwQGBmLixImSvCRVjdwjnr7MSirSbF77EB5oQKg/NzDlFVvAsiz2XspCs+ohiAg0yA6SB2SJD50W3H5zS7h95RZLhZlSWTVQohnJKnI0o5DOamrPBmhRM1RYTx7ot9eewYTOdRTvHwBAPtVZu9GM/H7kOiw2O0Z1iHO+PwCHk7NRPcwfNcOkquCf9iXj47+T8PNjHfHtrss4cCVb0gkTlh+46nTfzmaYg7/Yjba1w/HO4ObCOpZlsevCLbSsFYqwAIPi78qM1gDYpW2+nlOMasFGiW+LwOIu3Pb5aVjTYBYMWg36J3Caw9OpeXjw891oGB2ErS91l/nvmABjsG/arEB+qWOHr9cwMIPTsB24nIU2tcNRLyqQG7g2vCTZ1grpuX70dxL+r1t95cinUyuBYRVfXMxmZ2Gx2fH2mjMY0aEW2tWJAP54zGG7tSfSJJ+PJOfgvoZRmL/1PB6Ij0Hb2q61BisOij5sdSIDlP93Hk+d3PP45yCQ14p46zPyysqTwvLRlBx0bVQNWDPVccMqNMn+e145qzLJNxRfIwRTe/o2Z1ZZ8STTanh4OFavXl3xjakEPBZGtm9XLoJWGfTp00fRwSsuLg47d+50+/s6depg48aNFdG0csKdk0nQQnAdCn2qSr4gWbwwEhVkQDg/wOUUm7H+ZDqe/fUYWtQMwfpnu4o/yE8HPm0q2YeWscOo0+BaNqcqf+l/JzC0rZjsS9CM8B1ZEK+Bycw34X+Hr2FE+zhhW6JZqBUuJpsDpA6FmfkmxIb6OV4CcxFgppKl2cwoMlmRnleChtHSgfBGfileWXkCANCyViia1wiFEucy8vHI4n1oUC0Q217uAQA4lJyNvRezMH/reQDAkK/2uHSJeHfDWaff3SwwoXFMsINPxcnreTh5PQ9vDmwmaIvGf38Quy/eAgAkz3NtYvQYjfSxPXglGyO+3odH2tXCx8MVilTygkvplQN4/tBxAMChN3ujWrARg77YDQC4eKMQdpsdmqVUG32sGfnz2HW8uOIEjs18AOFyYZlHr9MAZhse/JxrV9PYYGx6oRvw88MO26Zrqzusu1Fg4nLjFCmY21jWuVMQhcVmR36JBZFBnmtOC0ot+GnfVczfch7NqofgVGoeVhy+xv3naccd2pGUIS23sOFUOnYk3cCP+65i0Y5Lbu8V0gfc2yASSx7t4HJbT7M0k8lDsB83wdF7mZ4/mzLVhvkbnPse2cqmzaVhWRZz/zqHq1lFKLXYMfPBeDSM9jwtQELNUJxKzRM+k2eIQJ9DVTF48GC32+j1eo+2+y/gsTBypzrNVDU2Oys87EopnZX8LbIKuRlFRKBRKEaXV2LBkj1XAACnU2Uq6WTHyIgsNgRfjGmLv06lY9WxVEl1T0AsJU5mXA2qiQ/6tN9PyoQR0WxE89Pkjmg1m8slkJlfqiyMfNpM+tlmxoOf78aVW0VY+WRndKgr5iC5SqViv1XovLPYdZ4b/C/dFJ1On//1mBAGCUj7x7+e7wqrjcWgL3Y7apQAHHyzF+55b5vw2WpnuR3MClM8/sEr2bivYRQACIIIACTfKkLdqECn7fYYWdbKL7dzztq/H7muLIzwpBaKg0pWkQmP/3hIch3Sb2aiJu0nYvXtzPXFFZwguXDbBYn2iEYnUzmT/DvITXHYNtMe5rAuq9DMCSNrn3XcubnIozw2Q7/ai1Opefjz6XvRhtdQLN55CSaLHc/3buSw/YlruXjoyz3CZ3qQY1kWTHRTII1KbGa34mah9NrWiwoUItI8gQgWnepHutSKAO7D8gkFvKaKTDzEpIXOpfa03BLEhvhBQ/UfUUEG4fn8dEsSvh9WW9kfoBz315bETHzz72Xhs2n1Kfz2RGePfy/XbtKCCODa7FVZXL3qXDsLcJPsOwmvrviSJUuwcuVKh/UrV67Ejz9WgFPdHQwtbCjlCnCwg0N8kAINWoTwZho7C6TlOpnJFjvOErPYEIT46fBC78YAxNkTgc4BAXAd0z31OMGAvBPorI00oQF6NK/BRSE5nWmYi6SfrSZcucWtWy9TZdPmlGInNt1fD6Zg1TFHGz0tiNA0jQ1Gs+ohCOOFuhKzTaLOfu/hFogO9sP2V3oI64pMVqDolmQ/+YyoxUnPK1UUInt8vAPvrk/Ec78eA5uZKHUW9YCrWUX4ZHMS7DLNyE4nKmeAE4AIJazoa2K22nHiep5k260nZJ1fBfmMKJnFCPJ7SKD1aIdVLG/S2/JiN9SJ5LRywnVP2uC4Dw8jnogw8b/DnCmk2GzFvL/OYf7W87glEyLsdlYiiMix2FhHU5fNgkJ+4K/GR9IlZRTgbLrnfi102nZ3eGqmIZoR4hTvLs/IxlPpuHfePxj17X7BD4tlWclEYXvSTew+zvuEBcXifwNP4xkzJyjavBRGtiZm4omfj0jWXc8pcbK1Mu40HyXmqi9JUL9+fdSrV094l7/uNLwSRubOnYuoqCiH9dHR0bdVvZfbE1aySDt3EmGE1iT/qTCwErOIXifmCQHg3OmKNoPwGGBBoFEnZEmVdzhkNkRnVH2Er9lC/EdcbSscx5UTHMuKERut+bh5SnW7jMq/UmSyCjM3AChScCK9fLMQ01edKlOnTsIe6YgDOkKjXR1uZlwvKlBIqFVksgJWaeens4ud2ysrT6DJjE2Cpormu91XcPTkCTCLOgOfNAYKqQiDzETg1zHIv5WG9SfTcD6zAFsTM/HXqXT8ciAF3T/agc//uYhcqg8/JRMoEtOk5/7IYjG/RikljFy5JRMCASzZcVq6wofCCJ1RlQx2SjhN3mVxHGwM4O6HRjHBgrO0MPsPFB2pi1ne3LL4PiDTMeuyycoJoEeuZmPFIfGeI/fzrQIzOmvOYIhmtzCgW2127Ei6IdHWKWG22R0iefKLi4VQcSLYy31Idl+QCrtKbQYgef6d4Wn4P3E2Deb/H3c5jJ5efhQApwk8di0XgIJWFoDh/HpuQaMFGMDCK+SPXbmBuq9vwPRVp9yeA833ux2fqxA/z526zVa7YEKeP1JZk6iU36myOXbsGI4fPy68Hzp0CD/88AOaNWuGP/74o6qb53O8ysCakpKiKJnVqVMHKSmO6lQV5+y/zGktgo06obqmu/QOdDQNwzDw02tQarG7EEb4gaftRFiv7IEu5yKMjMUhfI84IHOfHWdeJHW8PKLG7MRMA4i5IxTDA6mZqjWiAXQAbBaxEyADGPE1iAoSTSjFCiHG+y87RovY7axEhSyHCCH+1CBI/hMAgoMwAAQJEUVWQFb12Q9mcIKmeKxZ6xIVj9mcSRY/bHwVGMFrE/lsoZfOJuEZs3MH60ILEMEfhvh8EAZ8tgs/P3YP5zQI3pzFW8doYeR5PpIF4Cq72uwsAiCbqfrQTHORKqL48/6reLaXsnOgkpBU9/UNmKU7i4mktzIEA+YCGGDBA/FcNmU6X05JUSH8+TDS58xTMVO/jDu30jxg+/vAKDGy41ahCe3f3Yr61QJx+ab02OS+PnAlC78a3gMAXM98BAhrh692XMKnW867Pe/jKbmoezMbdOnFnvM2Iwucv5MzbcW47w9g43NdEV9DOb9RRWhGCgTNCJ/3pQw+I0TTQHy6AODpHg3w1Y5L6HSdzxaanwoGgIkfdgzgJh6/HkzB8Pa13DrtEuTaKQCIDPLcOfxWoQl2lju/+lFSs93MB+MxZ30i0p1oUisTEhFK065dO8TGxuLDDz/Eww87+lH9l/FKMxIdHY2TJ086rD9x4gQiIyPL3ai7BTtrF2YXZckTIjeL+CvMJiWdOpmZBVbD+uqcV7sBVgQadBIBghYYRIFHHFyJHVVughDao9AxuqzEahKd+FYncjOqE1elJof9l7MEXwNa/SsfOADgjT8dZ1gWux2vUh2knCv8fuhryFACBS2MkE66yGwTBmoywGsYVpipu6MYomNk5sUj6PHRdtzIE2f+bTQXheVm1UMQxTtSGmHGE9p1qM2I2hS9wjHpjL7xlOBjgnKHvYM3QXEClcit3HysPZFWpjoxzqAFPAD4eZ9re7icGgz3+7x7p4Md8xsA7h6uz/vgCLN/ix0L1x8QfseCQTZLmUlkZkFyrZTuJ5Lj5/tdom/Cxys2Y92JNAdBpHFMEDrUdRxMn/31KGylUs0k/Z+RApMA0CdeWrZi1DfOa+oIZlRnNZMoyDbu8v0QzUiQkbundS4mEizLClpFQDQdJ2WKz3SATIN6wl4fp1PzYAbvIEtdh/n89bTZWSzcegHjvjugOOEAxPw0NEqRWc4g9afCAgxCagSAE2ibxnL3ypGrOb6vVuwjGjZsiAMHDrjf8D+GV8LI6NGj8dxzz2H79u2w2Wyw2Wz4559/8Pzzz2PUqFG+buMdiycJLrUaxiGSyCJkruT+PiVh5A1a9UnCZbV65Jq53xhhQYBRK+nMaIFB7jMCULVmbMrtUbL3u+rQSos4AcRkjMTBa1yHnZMv7bhf/p+yILF0b7LDuvZ1HAeDIpMNK6lMlXKIL4lGwwjX00ZdhwCD2FkR80KhyYp313IOifkQHVLlg7kzTJSGIsZ8De1z/0LiYTFa7YaG02q8/3AC/nq+Kw692Qs/TGqPLY3+xBv6XyX78ofjDI5oyC7fKMBG4xvCerOCIvSeuhFCZEsAI51xvrbiIJ779RgavOEYiZZfakGPj7aj96c7kVdiQWpuCZ5efsRB6CDIB5DP/7mouJ0zHtByQvuZXWvw/P84U4sBVkGzRfLh/HE0FeuOiWGvO+yt8ZrlCeHzyVKqdg24vBLOyOHD3ZMzxXPKLbUrVtmNCjI6mMjIPuTXVc+IA2fn+uLk7b6GUVg4qrXw2dUAK4/Ac4VRmES48RkhDqxEM0LMNAq/y8w3SRIymhTC3Ul0yxE75/T7lfUh/LjvKiws0YyI50e0rpOWHMT8reex++It/EqFLxOyCk0SE+3EzpwT5wneTOQJ+SXccUP8dELkEMBVKKcnH3T+m6qALkeSl5eH3NxcnD17Fm+88QYaNXJ0pP6v45UwMmfOHHTs2BG9evWCv78//P390adPH9x///2qz0gZYCn/kRkDmyluY7OzDllYaTMNoOycuY8aFNKyudnKh1suYf0Zbr0BFgQZdNJ6IFbRCU1p5iWqe+WaEec+I66c4DYc5mZDGSVa5PCz1y6a01isn4/uGk4ISVWYBRHmbzkvEdSaxDrmxEjOcpzx0tA2d9JZX+a1SuM61ZZsS5tpjl/htBNFrBE2lruGngojOkZ6/T7Wf406iYuFz9H2m/jd8A4a2bm8MAzD4P4m0ah9bY3DvhxMK+BCj3OKzBj+6Tq3bVn2eEcE8AOav2xfRoj+O3su3kKf+Ttx5CpnCuv6wXYkZxXj4o1CtJq1GffN+wcbT2UIkT1yyP/YUeb8XFaCmBJcyuEGk1CmUFDt7+J9LLaezYSW4f7HQtYPBQjAcbYhvrFyobJnU6RZQJWS+BFyisyw2VlBKwM45jYhaDUMfn68o/CZjk6TX1cyCLesFSp5tpvXCMFDrWs67QtoyqIZIQO9u2R9RbwmgiQ4JIX8lJ7dM2lSXyVSJoJo8d4ZFI++zWMR4qcTNCDEPEOEYiMj3l9EgN5F+crMWZ/oYJI5nymdrPRtLpb08CTdPSD2CcF+eolmJIxyuAeg6PNVmURERCA8PFx4RUREoEWLFjh8+DAWL17sfgf/MbzyGTEYDFixYgXmzJmDEydOwN/fHwkJCXdcqFGFww+kbWuH4fGu9Z1uVlBqlTj9CQ6sHnREALDvYgaGabmOlKjqjYwFGg0Dhk+9wLJiB2ezs4LWRlkzIu2c5MIRDRF2lFSeehPnM1IEf6Sw0UK7+mkPoYvmFFqYfnB5Xgu3XUC3xtUEJ1OlTK9Dv3JdIO2bCe0d1pEOMdAgfTyIlqTQZBU6UhMMKIQ/QlGMBiEsbsgmx6/3b4p5VLZHQDrIE+plSfPltNecB/4eAmQ/DjAa4OA3iu0PYkrwZLcGWLxTTGjHMAyeXn4U3xs+kmyrZEYi/2+gQQt/q3NhZOx3nFp42KJ9+OOpzkKCLDkHlCobQxwIH25TEzY7i8NXlSNbvhnfDt/uuow5Q1qg3wLHkPRF1sGw8nOoEKaES4gmgwx+tOCQwXJCkB8jFRj9Dc41C9lFZly6WYgGjKg90TkxxcVXD0Hb2uG4+F5/6LQatH93C29WZB2EET24axHip0cclZuH3McknLh2hDRvDw155jxxYCXmkiInZg8CGcyJptXZ8w5wmhEaohnxN3C/aRnHJcns0igKhiTuuMRxlbzrYYVOw8BqZ50mEnzht+NYRgl513iH4aaxwfjpsXskxQbzSiwuqxcT1vHOwi1rhTpsTydS/HbXFWg1Gjzds0GZHGR9hTy3l0ajQXR0NBo2bHjHZF2l8UoYITRu3BiNGzf2VVvuOsisPiLQdXKlT7ck4cNHWgm/ceUwqoSOz7ZqhU6YlYTouHUMw0Cv1cBstQszILrzoYURo6C2dWamca4ZkZt2ACDQLo7cF9maku+CGM8cyGg7uDMbszMWj2srLTkvI0AmjBD19T/nbqA1SAerRQECEIpifPVIA7T5QTrIKs1GP9d/7nkjDzlmDZ1rGY1R2n9QT5OJcBSif4tYiTCi1XD+Pa01lyW/MygIQcJ3Og2mQqp5oWeuNMMWOfdlUMqVA4gZff0NWsTXCJEIIyPai+6dfZrHok/zWAfT5EV7DTTUpCGLDUERuKy6JlaHOH7ADvXXCwKSVrjfxYGmlBfC5dorcv8YdBphgJ90b10s3ZuM9LwS7Ey6iTBGnI0bnQgjRKgh2V+Jf5MRFmgZ7lzy2ACEMsWCsBRk/P/2zjs8imr949/ZmmwqpCckoRNC6CVEOkR6FRGVpnJRNIgQsFAERATUe1FUxGuh+ENFFJArHalKlWogdAihhQAhjfTd+f1xdurOliSbbAjn8zz77O7M7MyZ2Zlz3vNWDSL8DPjhX7Go6aHjB0LON8vWTL800TTc7N9WSDU5nrkujUwYUdKMPJBVSObaWihLllhUwvLnW2Q2TxaafUZ0KMHPr7TH0KUHrUav/HXpHu7lFvIalwzzcaNDvRHoJc1b9NBBvztOAxriQ+4j7t4Z29EyKOOrvZdRUGy0mhenIuncubPi8uLiYvz555/VLvdXmcWrGzdu4Msvv8Q777yDxMREyYtiA1Eny33iBjlrrDkqKqglcibkVLSz+lsW/BOH32pEAyffEbDCzEae9lksbGiVzDTyMGAbPiO2OjQuA30x1DBCjcsmaUbN4W3CER3ijZSF/fBKF2XNUeLPp3ApnZih5B2kPeTCRotwX8l3D9n/wtnwM/OKeS1DEbTIZsnsvIYqH+8PjpHYnVtG+EoGDA1KeEHrpKkutsR8YruRnd8C2pMaK2zrl1C74Ef81zgA+eYQGTemCIHeelyZ3xdv9SaFFlPv52H3+bvYY5SGLeoY6511SV4WGqmkvjU6FOPPt7phx+TO6NdU+t9ws/jn2oUjZWE/JM/tBRVDrpFQ54aYjEZ8e4gvQKjXqBFbR/CTWPfaE/hwqGXUAMMweKePkDU4wGA2GUCDfJbT7pXwz9OxmfH8tpzmgRNGvPQa3tHYQhgxD571RUn9ZvWPRk0PHUws8MHmswhEpuSaKGEtqkWsFcmBwdw+aXKxDvX90ThEMA/oHaglU5poGm4gl2sz5HCCMycMaXnHV8tnV+4jwgkyhbzGhpxDDYOWF2qbRpJ0EIKZpgRhvuSa3MoswN2cQkX/t3HfH+U/c4U4a4pKK4SYkyk6Wk+GM/20MTscf/F8S7zZqxF6RhOTT20/qUZqeNtwuIqDBw/ip59+wsqVK/nX0qVL0a1bN6xYsaJa5fUqk2Zk586dGDhwIOrWrYtz584hJiYGKSkpYFkWrVq1cnYbqy/mjtRW3gU5xQpai1FxkZi7URpGGiXq3NzVwkwxjyUPrtYkdExamW240FxbiGGktm8hI6NcGLFuNtJxeUwUOjQu6dE9loQ5vlyciJ36N/n1Hz4tDFJTnmyEkbGRCK9pQInRhPozSEXWtOwCxC/aJ9nvtD5ROHk9E1tOp8EWcmHj+XYROClyhJMLK92jAvHxNlLhkzNhFLFalDDm/Vzbj1E9euCplmFoMnsbAJIhc9PETjCxLBoGeeHByd+B38jmrxVNwviwLkiNTcK8pcuwy9QSJ/SvwIsh/hWZPRfD94kXyMa9F4ABMCD3BH4/dQv55pm+Owrh56GHSsWgW6NAfLT1PC80mcxRQSadF1RFOdChBIufbcGH9YqdJX0YS9+acXEhvObhP880x6YkIUMoNwvtExPCX6taNQxIzchDakYegrzJfTZ9fZKkErK7To1aNYR6QVHBXlZrDIm389SyQAER/jiBGgCJatK6QaNWYUbfxvhg81moZcLIgBahyPzbrBlhiiQh7NzgOaNfY8zbdBYj20dApWIkZkV/RvCPsBYxZc13g/PpKWQ1yGf1AGMWCllI/BXE8JoRGw6npRFGuKy/NzPzUVhitJqxVV6PKsibCDHXFXKpyAUUXjMi09h0aRQA7WlyzUL9fIAU8A6sbowRBh831A/0xKX0XKw/cYP//f53uqPDwl0AgDtZBXhYWIJ1x2/wSSDF5QT8PfW4nVWAdDvCFsc9s2MqJ6R1ahDAh8IDwNxBMRi97Aj/vbafE7Iml4GEhAR89dVX8PT0hFot/Gfc/ZuYmAiWZTFmzBiXtM/ZlEkzMm3aNEydOhVJSUlwc3PD2rVrcf36dXTp0gXDhg1zdhurPaURRsS5AjghQqtWYe+bXTGxe30+HbhYaHFXEWFhdIf6fEeughEwlvC/J/tmJcfg8phw8DUu5D4jtkJ7bWhGTCVkQOcGjctsGFKeJunj4Rks2VanUfEDo2IhNBGtI2tYqFx/n9DRYju5sCH/Hzxlg4V49tpVTRxsVYwJ9RlzYjpzCLWHXoNNEzti88ROcNOqUT/Qk9SyAeCz6x1+H7fgD3etGhHhEdhuaosSaLDB+IRwzm6WneCiZ8j/y2kHEjqG8v9LpGxGx83iVY0HAABahrpjUIswNK/lg5oeOkkHvGSopXd+uLdw/m5aNR8CDAhp2sUCHTd4DfvqIJ+Rc0eyNMusu1aNegGeeH9wDD4a2sziPxAjTg2vMkeEFUHDh4YCkCRm454HDSeMsKRtPu5a3kyjR5HEP4Eb/CJqGrDljU4YEUv83kJFBRbFvjM68yz/6oK+ktT7cnPJ4BahAIBGKhIRkg897yvB/S9eVp57TlgoNpoUa3JdSs/lndYdEUZqGnR8DqMHD5U1O39dvMcXj+OEET+z+VjJyddCGCkxgmVZkWaEtKtf0xDUMFuhA33JM8D9fyq2GDCZ0KkB0ZjM33wOnOLXU6fBT+PaAyAO+k1mb8O7G87wlY7FZRu4+y4t275pN7ugmI/G8beSm4R7VjlclRp+zZo12LFjB7KyspCRkcG/LlwgjvsZGRl48MCxrMKPAmW6ymfPnsXo0aMBABqNBvn5+fD09MTcuXPx4YcfOrWB1RmTuUKq3FFSDnEwNQsKRhO/TC3SWkT6eSCxZyP+wRQLLSrWrBZ2d5fNKsnDKxcY5LZjDrEGhWsPy7KOmWkUclVk5JDZeLFIQad3M9uBS6xH0djC31OPmDAfXnDhcNOqMG9wjGSZPA+Ct7v0fxDPzDm2TiIFCIeqiXOlDiX4Hy9ACOfYJNRHMWGVKltqCuEGY25g+so4gF+nc7M8Pnc98825SpoHCf5GBp1GIjDxZhmuHou5ZPvql+Owe2pXSYfe3FdkWgk0n4+skFmgt6Vvk1iY4LQhAFB3+mYMkiVkA4SOfVT7SDxjR/3NXX+1iuFz0jxk3aQhyqIqz5xbEieM6HRaHJnRA9cz8nhhxB1FOGMOwZUMnrIBR1yxVZwPo2s9Hyx7oQ0YhpHmqJA9K+8NjMFLrXyw3OxEXAQt3265mUYOp2VhWSjmePnXyr8ttrWFSsXwNayUTJlZ+cUY+d1hXhDgnntBQ2O0EIo4kw5nDs4vMpkTJ5L1nEDFMAyvTQr18wUgCzE3FUvMmhwGvRrNaikXwgTAnw8gCI5K+UfkiLU8nlaEQXkNLVvVwSuSjIwMNG9umSFWrNmrTpRJGPHw8EBREbmpQ0JCcPmy4Dx3757tNMYUAS6dhdxcIEfcKYlNIko3pJImQm3uDFRauYqbE0akZhouVbJ8sNarharCnO+KJPLGVmivbCZVVGLCbXPIsadBGHS9vMyDabFjDqxi5g5qgqMz4+GmVSPI203S2eg0KoxsHynpxMSDJwCLKsD1ZNkZASAqmLSvyDzrXm3shvss12bbqcEBAKEtJV+5a9yjMYkmymeFAV+jsxRGAOCpVmH84CpPk/71qNZ4vXt9fPx0M4R7mf8/nfk8zCXb3XVqywHAfC+YtB4IqGtuoyy6xqDT4IvnldsPgK+TxCGvfQM47nQNkFDXT4Y3x8rRzcGY254LNwCMkE1WpBnhTCtc6HRoTeLk2LVRIApYwYF1m9l8pzR4cnSsL5S7qO0r3Ee9GtVA9yiSnEw8QMs1Iz4GLWZ1EATiQCaTf/Y4TYuSfwQgJAoElCNZUkT1qhy9nnx1b4WaLDdldV1M5vMSVxGXtyMzn+yHE/rXHr8h8RWSCHdmgbF5baKJE08+UFKoaAbRqlXw0GvwsdlUy2lPOOqInk3OEdURzQjnWNwwyNPmgD6xh+vzeMyePRsGg2VElaenJ2bPnu2CFlUsZRJG2rdvj7/+IrOevn37YsqUKfjggw/w0ksvoX379k5t4OOA3DygFJ7GCSHcoG5tRiRO787BaUbUGh1CfT1QaLbZyjUjXIfDZW8N85UOhm464ZhcfgTxcRR9RqzkKrh2/yHvaFgsinrw8DSrSI2FgMm6A9+7/aOhYqTai6w86Uxe7NDGncurXesJ5yO7zvKKvT4GyxkbRwpLzEh9OsXBr6Y52VqRA8KIH+nkPip+BgAQXpO0650+jTG2Yx1snNJL2NZKVryPn26O7k1rky8yASi8pgFTejbCsDbhCHlo9iNyMwtLtkq2F5KIEVVwDKDWWt2+f7NQ/EdknhBfQ0eS+ImrP9uDYRgMaVkLHSOE/5iLpHHjIn0KhUgXrugcpxnhqhsPbRWGxL7NzL8r4rcTR2LJhYkaHjqM7VgHI2Ij0CZc1GajIKCJtW9x9RQyT8sK83HJ7jhNgbUkZJKsyDYq5sq3tQUnfD7/7WHehMZRICnWqUKTMB/+M7+NLGyeSwhXL1C4Np/tvGjZLpblhRGtzg1HZvSw0Gz1jgnGuE7Khd+GtSEO0v83Ntb83g7fv9ROklOIM7fwGZpvnQTuKqfq5yqeyyNx5DQLs66VqSzi4+Oxa9cu/ntubi7Wr1+Ps2fPYtasWS5sWcVQJgfWRYsWITeXdALvvfcecnNz8fPPP6NBgwZYtGiRUxtYnWHMav0aBukgOK5jbVw9uRcNGzfD54dI3oYiownuUKOkIAdeyINW46u4T3lkDMuyUJlKABWg1emxZnwcVF+4ASW5/MxXLsDM33wWgKVaXq9R8yGQuYUl8HHXovjBDTRnLuEUW1+xY9Twgo60A7yYnsurqzs0CIbXaQ1xZtSKZgLF+VZLvnMDxbu/neYzrObKQntn9Y/G3I3JiG8cyLdjZPtIeOg16B4VaLFPgNj6fzt5izjuZt8CFpkTUMU8DVw7ALy0Fd+MbgPvX42ACejaJAJdA3KB3wGc/hXwCgZ6faC4bwC8AKh290G0lzc/wwv2ccO7/aOlIzqrLIypVQw8PM0CRo6VsvO3ReUa1Ob/0VatmUJzmLVnIKAxb2+0nEUDwNDWtbD+xE0UGU0I9BLukbEd6+CnI6mKv2kS6o3fEjqUSjPCwxV61LjhixFt8e1fVwHOFWWpUDZ+4DM/4Gynuuhgug8cA6AiAzDDMOgYFQ7sJJqRBVvOoba/B0ryMlGPuYmrbIhiiOy7XJTajyKhrES4Jk1CffDt6DYI8XVTHtwKMiVfW9YNAq4l8dEl8mSGAIDT66DxDhVOXUEz4mvQkogutcqq34Mc8X5yCkokgjZn0o30M2DTxE68RlGnVvE5iAqLjQCn+bpzBmPuf4rr6IeGgQ2xCbclx5CYkMUCrVqHQHc3DG8bieIkczI0YxHctGrM6BeNlzvXw4aTNzEqznq+KrGfEwcnXN7NKSTmvGW9iZl36kVyP4vgCvn52phoAERT+Z9hza3WBqoMZsyYgaeeegoAYDKZ0LFjR1y7dg25ublYvHgxXnvtNZe1rSIotTBiNBpx48YNvoiPh4dHtcwGV3EIg427OQFTgJe0Q/G7dwT/LXwL7L12+ByTAJiFC2MJIn6Oxy59Noao/qu4d0mlzbwMHLz6AN68DV0HP193QO9uFkbMmhFx2meTEQ/yitGSuYisS9cAtJbs39tNi3u5hTh3Oxthvu4wrBuJDfp/8Ezhu9Cq+1q0x5oD653sAl6dbnB3w5Hp8ea2iwZjG8IIQGbl7ev68cKIWqZ2feGJ2mge7oNmtXz5ZQadhndSVGJqWDJmXZiJO/GfC4IIQAQNAFjcDE/OyQIMLJALQOsG6ERq5oNf2BZGzAP8xF5NMLl1R8sifuJz0FqqaHm4asemEuX1WaJU2m4+kmPbahc0biLNiHXhRZyIiqN+oCdOznoS3x+8hpoeOnz6x0Xcyy3EK13q4p3eUcpqcZaVnrMSXD0ZnQf6NA1Bn6YhwBzLzTRrRmDGnCzg7BWzMCLq3rTmUGizieTJNVFQMSz66YGvS/qBYQZY7pBDfN1k1zBeVk9Ggkz48/Ig90nLUHesv63iq2CTc8wDDi4Bds8DAyDFDZhQ9DqKjd0t9skJD9snd7brzM0hlnGtJS300Gkkpk2GYeCmUSO/2CjVjOz9CP2KtsJPdw3G2sIzz2kWteKEXOJ7yCzkLhzaDDinB4pLJNcowEtvM/mjNbiomHu5hUDOHcHfLPUQED1Qsi3XP9rLScIwDIaK/x8XkJSUhE8//RQAsGfPHty6dQs3btzApk2bMHPmzGonjJR6mqJWq9GzZ89q5cXrWliJ/RMAcHodAIC5cUSq6Xh4F7qc6whgshCgzpHvCIDg/8GUFACftcQTv7RCjCoFAKDXmWexGrPa2yyMcKYUdc4NsP+JwhLtp1ivn40f2GlkZvMgBcgjGhouRn/sShL7r7lDZuBDNX9Z8WFRNtPkFRl5Mw1UWrjr1GQ2pVIJ7XPAB2NQC2EWqZYN7CoVg9aRNUs1G6+18zXUNGWg8T92HLE5nxaNOxBRCtMkp43SuVuvJtxrAdBqNFDbMgKIh5s9WzO95IjCmut0khxbEW4/Ki2g1tnetw18DTpM7NEAI9tH4sj0Htj4ekdMiW8I5sw6IF2aiRZn1gPv+QK7F9jeaYFZayMW+tq8ZH17k7ndatHs13xP6ZlidFL9AxUjjM4vazbZPr5YAClNJWP5thoiED3TIgDH331SiNjJvQt81hLYPU+y+Re6z6XPzZn1wPww9DQR52lb2WPlxIQJM3z5s1hoI0xYsThm8m8AgPaqs/Dz1PGOpiVm7adG7Mgu04zwaLh7rHS5gSwoykOd4wvQirmAjIdFMOaL/JQyLltsnm72K3G0QrArKSgoQI0apJ3bt29H79694eHhgbi4OFy/blm351GnTD4jMTExuHLliv0NKXYhGRrls2Phb6mnJvro4hIWOPF//HJvlfJDzA28nsYsCzWxjhdGzO/FUp+RiAsrwDxMRz+1EGOPzFRgcXPgI2WbLsdw9W4isNw8Lj2mRlkzUlBsFGz7apmCTssJI/a94zVqFeZ5r8O/tV+hT7T1bKql5s4Z2+s5QUnrBvjUAuqJZrA2B32uaKEN9Xrca8DAz21rDMwDm9XOnPNXaDlK6sBqtDIj5AdwjWNmHQdQqRjEhPlAd+F34NeXgC9l2pRfXiDvexda30l+JrCsJ/msE4Vc2hKUTFKfEQC8ZgQA+rpL/9vDpijYRHys/FJMwsRaq6e+4Z87lbFIGsmxeQqQa5kTJ9UUIH1ufnkBMBXjU80XAAA3K/lClHijh5Apu0jmqxJ6bgWeVe+yIoxwCdiU/Vs0KhUamUNhObOTODcRfw8xaun/obZtCnSYzVPhcWwp1unnQGUqRm62qFBjrrQOkdHE4n/mVPANxXWsTqwC/v5O+J51k9x3LqZBgwbYtGkT8vLysHbtWvTu3RsAibLx8XG9T4uzKZMwMm/ePEydOhUbN27E7du3kZ2dLXlRHKcWcxe8VjPnDgmxEQkjm1STAJhVq8lCuu6VeQnAYct6JVyHolj+mpspcgOZzIFVVZRr+ZvrolLVLItnbYVjflQH+KYbMMeHt60LOUxE7cm4gikH2gkzUvnAzJknHIlOATCy6Fc8rd6H6J1jyAwzx7JjLzU6G46WJqMweHNanBFrhfX5D4CTPxKNkhyuc9boLdeVBu6aWRMYOEFOa5BqFIqtFA7cZZ6V3zohMtOUc6Dg+N/Esv/21Grhc4goU6ut/1is5eHg/icAzxlJAcEcVjlayXJ/ouvg4D0p+V3M00CzZwRBfY9I+Mq+JTzXnd8CppwHYoaS9sHA5/5RQh6ObItgHzfejCIRcLJvock/87FQ+y08VZYCHi+McJqRh9KqzFo1w5t5ucRnEk2k0cr9zt+/5bzHUoT6RT54COPZrcI62WTm/sNCPgqwAxctlXUT2JAAbEoEzvwGZFwBvmgD/N+Q8rXLCcycORMTJ06Ery+p8zNkCGnTn3/+aTVV/KNMmYSRvn374tSpUxg4cCBq1arFVxX09fXl1UoUx9ipf5OYF64dBP7TkMySjgpSugpcSK/J0j9gy5uQo1WrYEAB/tS9bnkwzoaukc58uc7DLV+hg980Rficl4HXupL8Czq1CiiwDN3kMc+COXvuH2fT8fpPJ5BdUEwEBjFqWUel44QRB3KNiI3hV/eRzuTEKvu/U6JAJEgXKZvBLNrFaXFUKsDdfO9/1xP47VXg+8GWv7XWOZcWe6YULuRV60a25bLEFlkRRjjSkiyE1XKRcwcotHGf2MNblIY+fo7wuUZt67/hnhOxz4hc+wYgXR8BAIhVnbNYJ0F8jUujLeJ+x/1Xdbua2yfa30NRKoToQcQBut3LAAAPFCg6sAJADHMFur+/shlxJoczmUqieET3vD9jOZH00AAGFCA/9wGpk/Sx1KdDw5h4U3JeUQncUAiDWKgxKpjMAOeZaep24z/Gq4+h5mmRhkN2/z54WIy2zDmkuD0PzwV+pG3iPuyXMcD+xUTgvCXV8LqCoUOH4p9//sGaNWtw9OhRuLuTvmbChAlYs2aNi1vnfMoUTSOvJkgpH24oAZYTFRyOLrNY30d1GMXGDtLB0gpaNYMvtJ8pr/QxazVunyTv//wMRPWFTsOgJrIRck+hwq14JvhxXXiOIqFmxSYT2If3YNWQkHGF2HNFVVV/P3ULLUI9MFa+rbyjKoWZBqxCZ+1IjKkSGSLTo9J+OcSdnEZQ//Mq/Mxr5P2BQglybiYoF8BKCx/xYk0zwpmRDOa8/nqyzF7nP2Cx6Po7QRi5k6S8XC5E3TgKhLW2NE1xGiqfCDJQc3ScBKQnE9+RtbI7SslnRIG76mDUw3nb7QdkPiPme/LKXlJJudd8oIYVh2ix6QsAovoRB2e9D5B92yxoie7VYHNSPvM5ezAFuGtFGNmonwlsB7B9OjA5GfAJU9wOANHEPEhBR6YBOmn/QEl+DHAtGQhrJRFOX763AEB/4XcbErA26xfo3QqBX5V3rXt4m9fGFhQW4pzbi0AxgMIbgN5LEN7k97vazv3rKHmCpmahVlZU0nxu1zPy0OtTUjLiK816Yf35LcCu96W/ubRT+GwsURRiK5PGjRujcePG9jesBpRJM1KnTh107twZXbp0kbw6d+6MOnVs+xaUljlz5oBhGMkrKkqw8RYUFCAhIQF+fn7w9PTE0KFDceeONAV1amoq+vXrB4PBgMDAQLz55psoKSldhdeKRGVNdW5mqW4xNHfPADm3LFfKZmpahkV39UnlHXmafSq4GWPyb8Cp1Xgy61ckan5xqK01/4/4RrAsYLqtMND0/bdgZvl5BOqm7wDAYox6G1oxF5CdpWBzl89CHDXTnFoNnNtouVzluC1dwr2L9rcBBCFJrQfEkQMque+LQjSMszUjVs00nIOtWViykTsEgJB+P7SVYNaxc186RKHM9McJinIzy7c9gN3ziUCYIsrcygkCnjJ/IJ9awIubgaZPS5ebTMo+IwC5NwFg6HfA2yk4pm8r+p0NDYN4wLy6j2z7/SBy7+39yMbvZJoRzum4MAtYFEUcV7l7SazpMV//ACYLxcXmfipb4dnn+ERUKHP/Z0Qzl0tSu6OkENizADj1E/5TOBeD1QfQYlUzMvnZv1gI6QZQv+A0+cD9RydWQc/aFhYCvmsLg7n44IQMkSPyqdXE34wTFOWmWO5+LK+Z5vIu6+vM1/aznReRV2REXpERgUymsP7GEeCeLB+JOArNlnaU4nTKLIzcvXvXYnlGRobThREAaNKkCW7fvs2/uIRrADB58mT8/vvv+OWXX7B3717cunWLj80GSChyv379UFRUhAMHDmDlypVYsWKF65LGKM3a5Z2+wqzZL/n/LJYBAOYFEgfTe5cAANqiTPttEIeern8FQ9K/RJTKce9sFUwYof4D6l8VCjT5NxQ64cu7oPr1BaS4jcB72pVYp5+DMLVC+7ykFWEd0oykHgLWvwKsGW25bud79k/CWGKpaVr3L/u/A6QmEDG95ku/uyk4mfEzRcfyQ1iFN6VYGSy4GTx3LdV21OJiH5PSaKbsUSjr0E/+QN6zFO63fR8RE96KfsCBL6TtdfR6ZaYo+4wAQLtxwJwsIsC418BhrSgK6uz/yLP597dkxixGLsBd3A5eo2FLnS9vh4dMoLpxBNiYSD6L/Yu46w8g4OwKkt/mwTXrxwGENu94l/h5bZ5KhKaLO6z/5tJOy//n/BYS4fT3t4o/UWLkaRLZ1KFov7DQVEI0MnfNJjCN7P+zp9lzhJvHLSYsJ0318Fs9s7YjMxVIPYwSc4QNA5O0n7v6J2wivzaUCqVMwoi13Pi5ublwc3NT+EX50Gg0CA4O5l/+/sT5KCsrC9999x0WLVqE7t27o3Xr1li+fDkOHDiAQ4cOASAhUcnJyVi1ahVatGiBPn364P3338eSJUv4lPaVRXpOAbLyFWamnzaVfuce0FG/AQDus14o1EqLN0l4kAJ8R0qoq/Mz+MVdCoUEdHd8RDUOQlpY7KKNSjljoRJX3EbiA62lOQkBUSTM1WRl9g2gwQ0FfW+3GdLvvGbExsz8xlHr6+yRfhZ43w9YGA5kmE0ppbC9I9tcGE/kFAkA8JapypV8LpzlwGrPr6O4tMKIKDqIM43cPUd8SMqDvEPfkEDu1+V9bP9uu/meKCmlMFKYo+wzokDfViL/h8zrwOGviI/UT89K7wf5NfvpWeFzcDNYRW6mETsSA8CGCUC6QtSWyBzV4PgH5FpxZlxr/PSsVGhK/g2YWxP4eYT136i1lj5E3LmJfcUAUn5gThYw3rLekH/eJaS4PS9dmHldEDwBwWeJw82XvIt9ZhyFO8+t0ySLL/u0x+Ci91GkNvcf984Dy3ri3ZQXUItJRwyTIt0PZ64GgH7/sTyOXKtHqVBKJYwkJiYiMTERDMPg3Xff5b8nJibijTfewPDhw9GiRQunN/LixYsIDQ1F3bp1MWLECKSmkiyPx44dQ3FxMeLj4/lto6KiEBERgYMHDwIADh48iKZNmyIoSEhO1KtXL2RnZ+PMGTvhm07m1PUsXL1fCtW3H0ld7sfkICLZMnJGAuevYH6/agrCNTYYv/i9igesJ3a3+VLY1k4nbUG4ZYIrMTdYf0yO2gMkHCaDrN562FnL24Lj1YLi57D7uYuAu690I0dm5koza0c5/r3w+SqxJWP9K47//vtB5F0ejilP0KaktSjtTN8anDCT9o/yeu7acQITb6YRmSdZFrj0B3BljzBwag2Ar8gHYtXQ8rVz2zTLZTl3LJcp8cd7pTdrmUoshQArPNNOpMXd8S4xcXBkphKz3bdPAg85LbCCh5T83hUjN9MAQLxIayeaODiFvz5xaLO7weZIjKJch01x72knkw/BTZH2egreKh5n+weHlki/35eZQH3MCcWypIUj7fL3d8D7/iRi7zqZcKLL28CcLPzWhPx/uax0QlzTdB+faL/E7G7+8r0R6vUA2v4L6DpdupxqRiqVUgkjJ06cwIkTJ8CyLJKSkvjvJ06cwLlz59C8eXOsWLHCqQ2MjY3FihUrsHXrVixduhRXr15Fp06dkJOTg7S0NOh0Ovj6+kp+ExQUhLQ0MlCkpaVJBBFuPbfOGoWFhU4PWRbXethqbGtjSwBgLGfajmDuvAuhg69Bi23eQ9Gy8GtAL0prHGjdIequyh+ppgDseeo4mQnNyZJ4rCtxj/WRZoLsYyNvhIj/GgcoFwvj2mor1l/JmbdWO4eOK/FX4GzGSY75zNgkrA2ZKYe2It9LCizNcs7SjIg7cSU/ELkpSa4Z2fUBUcevGioIVwARBA01he+5DgoOSqSdFj53mym0QZb/xip/LSq9WaukSOQzYlsYUcmT4Yl9sh7eIyGeN0Q5dwZ9oXA8G06+SuaijpOUt33tkM22cmTUETmYDpZlvt4tMr8OUHZiN7EMPs4zZ5vNz7RMRGeFi6yQXLCY0eMvY1MbWzsA5z9jrZyBNbbNsFwWQ/yGuJT+kpDtISRTdUvmEsJ0VgQvrnaTfDJRRXxGjEYjn+TMZDJVy4RnQCmFkd27d2P37t0YM2YMtmzZwn/fvXs3tm3bhv/+979o0ECodnjjxg2YTDaiEhygT58+GDZsGJo1a4ZevXph8+bNyMzMrPDQpgULFsDHx4d/hYfbLnfuCJ0aBMBLTzqmNcYu2Gu0oeLVuis6Yqb6tAEAHK9pmXqdFKUiHWAx1Ajxcedrwkhi/zV6oLdyhtFXPT9H56LFULuLhBcP5RlFZqfZuOHdCtOK/8XnGgAAtHje0j4uY1oxcWxTKgrIq7NLbGhGChWEkSHmzplR246oEWtcZImRAACDvrRcpgSnaubQewLj/wRGkQy6YGXh2CaTaNZeTmEkrJXwWXw+nOMqb3axYqbZZ8XxUuNGIlqamPMs+JTyvr+8C/ioHvH5SD0oLI9LACKfIJ9/fEZYPv0WEXg7TFLeX2k1ScZC6z4jSrSzohH7Lt5ymahmDI8tB0xrGpoeChVXZROEFyN3oFnB11jT/7Rk+Y2YBMwsfhGbtfFAs+HAWCs+Ia3HkOs6O1Oy+InCz3D8rvnZeHAV+Psb6+0Xcdko+HUVGU24BX+0xo8O/VYRbqLFmTwdRalPMDs3c1E9DyBoZrtv8UUu6wYNY4JPtjlyqkEv6e+5yU9DmSnMGT5TTuDatWuIjiZOyikpKfzn6kaZfEaWL18Ob2/7BYSio6ORkpJSlkNYxdfXFw0bNsSlS5cQHByMoqIiZGZmSra5c+cOgoOJ3TU4ONgiuob7zm2jxLRp05CVlcW/nCWN1vAQOsglJYNQ6F0bqKOQwMY8mFzSkcih5IavAU/Oxbr68/Fe8SjsCU+w/E1BJt95F0ODwhKjUFZdLVMxt7V01hxUOBdH083lw8XZHQ2WFUkLWC0yokagY/pUnGUjoZWnNtdL748bob3QtuBLTC56FT0KP8ZPxh4ArFQfdiQduVKOE66drNF2CKt4NvvwrqXg0nIEMMsBFXoPK07Q4nBf8bHEbSqvZsRfyKjJ7/f+ZeCDIGBFfxtmGjsp3jlfsJajyLtc4LLFw3skWVTePeLzwTlVRvUnuWOUspdy7VO4xwCUXpNkLHbYZwQA8OR7QAsbfhUcnkFS8xX32ZYDJm8OlD0bHSYpOzeL0KpVyIYnyS809g+yUOOObO+GWGV8Ep95vEEiucLbWRdIAPJ/9iGC5x1DA6TBDw9YG/5nANBGGio9uuhtiFOTcEnTGI0eeMOKmdAenGBnK0rIUcx9Dddn3WVqYmzRFDxVOAdXMo24yZLJlPslc5JFnQEIEAl/nGbErx4R4Lj+uJwZiJ2JYl2nakaZhBFHYcua78EGubm5uHz5MkJCQtC6dWtotVrs3CnEhp8/fx6pqamIiyPVPOPi4pCUlIT0dGEGvGPHDnh7e9uUMPV6Pby9vSUvZ1BTVKH3CNsYF57ZB4z5nTwET1s6hX4c+inaFnyJf+q/CnR4A1nwxHJjH5S4+8OikyvOlwgj+UVGvl6ERX0WtQZoKHUivMcKHaQkNbR4oJh6Cd2Zb/FE4edYfUoYsC0KdulFHd6Y33Gx0+e4C1+sN3XCZVYwP2nlQhJg39kSUNaMiLOm2kruJe5kruxWzO3iUHiwKOpBgljrIT6WJD9JOYURhhGF95r3u88cupryJ3D/krmNVsw09ijt9gBwbLn0+2Xzc8lFS8kFSI27EBodZOVZLK1mJD+TmHcAx3JEaN2BwV8CTYdZ36bTFOIP5RUiCBFx5smAIwOW3BShUhEBzQbc85dTUAKEtyXC8cw0FJsUJhfh7YC2Nnw42r0MTE5G0Jt/Y97gGNyHD064SespDSqcK3yR+XHsMzWXJF8rNmeF1akZoEYkfh9yFlOKxts8Hws4n5F7FxxzkjaWADsUNEoA/6xyZprcwhLsNLXGcbYhRsRGoJGKnA/DaWF0HoL2ErAMwecmE1VEMwJUzFha1ahQYcQZTJ06FXv37kVKSgoOHDiAIUOGQK1W47nnnoOPjw/Gjh2LxMRE7N69G8eOHcOLL76IuLg4tG9PHraePXsiOjoao0aNwqlTp7Bt2zbMnDkTCQkJ0OvLOSCUCelNJU5TgcaDIEel0eEufJFbWIJT1zP5GhE6jYrM6sQU5/Mz30JWi9tZBUjLlqZ8l9B7PvDE6zBpDLhmCkQaBF8BicZCPNN380aOpgYy4I2T1zP5xRb7FwsGdTqjdoByenXFdjmSjlzJZ0StEQYtWzlK5H4QmxKVtxMLFfFzAK0H0FhU3dWaMKJSCSYCsQDC+Upo3MovjHD7AYQBUVYunbTR3NGqHLimI0SRTtx/YCMyyrI9Vq5HI7PQKw/hFpuwghR8EAKjS68Z+UM0YJXGSbjvx4B7TeV1TYeR7Lo6AzB+P0nZzt3fVkOrRdc5VmGgVtBMijGZB5875ueXG3Av3iF+DBb1rORh5WIYhiRFYxjU9iMm0CGZE/Hg2d+BsNZ4J+JHnGLrC9t7WVYi5tKoA0CR0Zz23Tz4a9UqrDVZSU+u9VBezgkjAHFUtsfxlcD+T7kTUtyEE+DuPxT+k/cGNgE6yp5vnwghrw5gOXFxZgZiisNUeWHkxo0beO6559CoUSM888wz8PPzw6FDhxAQQOyEn3zyCfr374+hQ4eic+fOCA4Oxrp1gtSrVquxceNGqNVqxMXFYeTIkRg9ejTmzp1r7ZCVAmt+oCSVZtUawM/cKXSaCkAYrOdtOotBS/bjpyMkkkivUVuGChY9lGhGACA1gwzKFmYaAKhZF+g5D/cmXER80b9hhKANkGhGQluSgaFRP0Cj5wWVbFGYsoWGI1g6uPh7Kg8Miu2yZ1JgWeuRCNzgW2RFGPljjlDNU8k00OVt4fM488zeNxLoOBmYdl06sNjySVDKA3LEbJ93VicnT3wmd8ADRD4jomtqLYy5wZOifTto1hGze760XRwBjch7r/kkyyqHWNARO83WMjt3qzTCtXJUsBD7IJSmqJ17DSAxGXhlH9BcFqYqPrZvOAm95UsqWAutFg1wYvMOR1groL2CqdUMN+nw0JHnOONhEab+cgrzNxOH01M35Fomx65PWA1BYJx5zBMYtwtpDOlL97f5jESWdJsBvEhMbHkd3gFAisxxs3MunTzXN/m4k3vllxIikBw3iKpNcw67kbIK1Bo9ED2YfHZE4BXnc/GrDzxpziUSIqQs4Mw0Dx6S/blpVURj232mdF9tx5IJQ2grco9FyyaBzsyzQ3EY1+a6dYDVq1fbXO/m5oYlS5ZgyZIlVreJjIzE5s2bnd00p2Axwxm9gfgxhJL6LYqaA5iFheDm0oUyM41keyv7AYAAHw+L7fViYUSjA149wPsTcALEuTTB21wt9xnpPBW4e5a3P0uqlNprlz0TweetBZV/UAxwR+Tkp/MgGghrIYvi8MfhPwCRcWTQ2vk+GYC7icL7gpsS8xmHSg1ExAnfbQkVGj3xxhcLIwcVojHKA1+513wMJT8abgYovqbi6/r2NeDCVsuIKVUZhBHumsv/N07jENYKGLeLhGXKEadu7/AG8PNIcmxuX2LtnC3UOuE3vhGOtx0gg1BIc2DIUqB2R2DDa9aPzSftsnKPcsKwSmNdUIh7Dbi2X1Fz0ijYC7vOpfOVcF//6Tj2XxJSnz8Zbam9gHeYXYfQUF/hXDYl3cYSAIVmwed++JNAf3MiQ69gYNpNFBt1wE7ik1JsZKHTMJj7ezIAIPU+OUc/80Tj3ZIXsczYB81qN0CrtCTyrHScTJ4j8XPDETOU5ENxpOyA2JG6zUtA+1dJ+vwAIRs3N4G6mUmECE6Qg0pNnNKv7AYGLRH+uzG/kwmcXBNENSMuoUI1I4+D0015UckHcZ9avCACADqN8jXUa1TEljxUVhiqhBNGpD4PGvlxRDAMg9kDpDZ7vbycuOi/VBIg5GXJ4eFPBKvogfwxOtQnmghxUyx8TQDbs3KWFTQbvhGCCYAbeOxpRiTHMQ8S7jWA/ouAPsoRRhJUamGmG2wjvFHeoZUzqkz5GDLNiFwYUWlFPiMiM414ANUagObPWnbIZfEZ4ei3SGry0Mls8lzYaVdZDhIulJyLxDIWWs92aw2uvW6+NjUPdhHXm1ESRjgTntV0/Fw0kxUzBUCe9Vf2Ai2es1jloSPP740HeSgxmiSCCAAsfErh3nv2R9J3mJMlKqHXqNGpAXHojAomfl2cP4jFM6/3hE7kyL7/0j3su3CXn4Rwv6th9oMrgB5n2Ujk6f2BqReB51aT+65RH+V8LHJh2hpnN5KU9gDQ+U0ixDEMUK+7JMKJu2YcBr3oe8sRwNBvpeY+vaeiSYpqRlxDhWpGHgenm/JioRmRYVMzApDU1gc+J9kESwr4zrhpRABwWdhecdBX2p+V72J8DZbmiUK5MKLAD/8ifjwz1ifhh8PE3FRqB1Zx5z90GREIWFYIReUr/jogjKjKKIu/tJWEBHPmByVklZH5BE3ORG4Kkudl6SkqAiaOUBILedaKyfE+Iw7WcMoSzcijBxMBZ93LQqVaMa3HADFPSf2KlI5tLLasseMond902HShiNinQMk3SP7/yuH8EOSCmINwk5TtyXfQYq5ltIyfp4IPTWgL4OU9dvc9oVt9/HnxHj+BKCwh2helZ15sRn1xxd+K+6vpIb3Ol9NzHfPxkQvTSpxeB/z6omiB9f6yebiv5DuvGSktVVAzIp7YV9dJfrk0I5cuXcK2bduQn08kSLnwkZycjMhIKxUtKQAAlZ0by8L8YUYyi+E6S5EwEh4gVYXbMtMAQJ8YqXOhLWHk7xRLWzzXoTmCuJKvsgOrDWFELGSEtiAz5h7vChVPuZloUS5JGf/vhsBxc10f8UwnuJmy06QjeIeSY9tC3qGJi/BNKEcqezFyn5FMIuBhyNfAtBtElS3f1lgkbK/SWlbJ5bc3CwRFDqbEFhdrc69BzGXP/kDqwSih97JxbNFAX1JGYaS8GW796pGQ3ycmKgsU9mqrcPk7yjghu58r3Pu5hc4t6skJD1fuPUTKvYckYgcKmhFYalT9FYQgtYrBvMEx/Pfk2w4miLQ36BfmyAQRkMrHVvCQmYLLfN2qmDBSs2ZNTJ8+3eJzdaNMwsj9+/cRHx+Phg0bom/fvrh9m4SujR07FlOmCDUNwsPDoVaXsYLqY4K9yfn1DGVVoVHk3c4nl7qwjZ/1qmQzE0VHURE1PXR4X9Sh2BJeErrVs1hmYaaxgbebMBu3HU2j0JlwAoVKozyr14nMNNtnksiZ/00AvukOHFtpPqgHcVSsyPLg8pkzVwit7TjAv4HiT8p8DG5A5KKEAhpKQ6sBZTONrQGbW8eaSP4Sa6QeskwZX1aNk/zYYsGp1MKIAwnPbMEwJORXrF2S7F9hVn8nGVg5gBRg464ZW4qaRyIGtyhD9mUHqSHSZHT99x5cM/t+KAkj8ln4vVxl4Su8Zhk0QJxfUsYV5Wf9hkgT8+yPJIGbvUmAiGylOmCOwJkEjy6zfe9XEr6+vnjnnXcsPlc3ytRrTJ48GRqNBqmpqTAYhJtw+PDh2Lp1q9MaVy2RzZTsaUbE2qazc4UMgYqD/5n1/EDDqHUY3kZw+pIIL1YQp2a3ZdaZHN8Qa1+Nw8UPhDwlXD4TR9CL0uIran5smmk4HwIrnZ9WZKbhiuABwM1jwFZzpEzNutZn5c5CPrvi8qK413DiMWQCDxc9onQMcfQHZ6axZcYQRwqdsFIx+uSPwLJepL4NR3h75W1Lg0YsjDigGeEStIkpr2bEHkrRUpvfJLWO1r8i/AftXyvT7pvW8sHh6T0UyyVE+pXN9MPh664sqEkSHZaSJ+pZSVpnC3EUjVJa+ExzosngZkQjUlnmCXGI+k+W/jyUiqFMwsj27dvx4YcfolatWpLlDRo0wLVrdkpdUwAI2UbsPV/9mxPzyZCWYXAXOWiJkxChDSnhjUZ9BW96tQYfPt0MHer7IaKmAfUDrdjnRdgyzYjRqFVoHVkTWrUKbWuTTndknOPmOGt+MDyOCCPWbNJcuHPRQ+v+Do7WRikPckGB9yGw4dBYWsTmjOIC4dooZU01mFP6P7zroGZENGBZE/z+mCP9/tQ3xJ+mvIj9W+z93wCpGRP7qnRZhQsjCtE0qQfIe/ZN4d6zUxbBFkHebmgdKQiWHwyJwdu9o/DLeIXIlFJgbaJh7fl/rp20JEBtPwO6RwVi5UtCLSitWoXxXYjG9KUOdeAQ4gKcSn4jKX+S93q2a2OJeX9QE/7zjH7Wa3DZROwjlEnHs8qiTHrqhw8fSjQiHBkZGS5KJPboYk8zMqRlLTQN80GtGuR6t4zwxanrmejaUJTgik8NzgomG3PJ7lVjY2FirfueiOnSIAA+7lo0DrGTLlrED/9qj7u5hQjztZLwSgFxwUBFbEXT2Jspc34TV/daz0XSaoz9RpYXuWaE871wpjAi1naIK4zKTTSAkIOkKE8w69gasN28iXbEVGzDydV8/LF/kMguZ8FpZUzFglnOWoI5DrmWp7xmGnso5RlhRRMEvmJv+dqR0K0+LqXnYmb/xujfTKE2ThlZOqIVXv3huGSZNdPsgqeawctNi6/3XQEADG1VC6/3sDQ1vtmrEfo3C0HjEAezVTMM4BEIPEy39M9I+lUoXmmnariYUXG1MSI2Eiwc6/MU8RI5L1cRv5HHgTJpRjp16oTvvxfKsDMMA5PJhI8++gjdujkuxVIc0zzWD/TiC8r98K9Y7HurGyLEqlrxLJwbYMxhpwzDOPxQ+hi0ODStBx/14gg6japUgggAdKwfgKZhPni2rZUibPyMX8Ffxl5GTk4wu3ZQ0AaI67gAtsu+OwurmhH7GiqH4Uw/d84In3WeyqnseSfnfMcHypYjzb+xEt7LaZicaXoCpO3ihDh70Rny7K8VrRlRizQjLGsZul2a+jg2iKvnh0PTezhVEAGAFhG+pW4HxzNWnlu1ikFMmE/phAAlcxcArBXVxxEnynMAlcrxPk+RIEG7UmpfJUqZKdOT8tFHH6FHjx44evQoioqK8NZbb+HMmTPIyMjA/v37nd3Gao09zYgcg04DgzxkTTwL5waOGrXL1B53XcU7HOs0Kvz+ekcbG5gFrYwrpJMSD0S8ZsSKABRiroQc1gq4aZ75jfgV+LYHMVEAdouUOQW5c+k1swrfmZqRq/vI+9HvSB4FQFkrAoh8afIdM9MAtiNGWLZiTE/ydnEaH3uDgjybboWbaUT7NxZZphTnhJGK1tCUkWBvN0QFe+FuTiHuPyT3g7+XdYGva8MAfDO6DRoFeSHI24kDNO8fJLrHctKk24g1FZWBTy1i8j6/mfQ3BdlCMb0qQElJCfbv348uXbq4uilOpUzCSExMDC5cuIAvvvgCXl5eyM3NxVNPPYWEhASEhITY3wGFxykuWeJZuCMq+KoOI1LYpSdLksAJeSesdJxcsq2SQkGzovcSBBHAskZKRSCOtrh2QBCinDlw67xIlleAaEcA6+YMcSInTv1995zt/duqEWQsEiJF7JlQSot4AHdUGJFf1wo308gqM+eJTIIhLQTtk62SAS6EYRhsmNABRSUm5BUZUWJirWZJ5rZXzPpaXpTCaG+IQt8HL3X+MR2h1wdEGAGAXe+T2kUu4ODBg0hJSUFRkfAMZmVlYdKkSVi2bBkYhsGYMZVgdq4EyqxD9PHxwYwZM5zZlseS0mpGFNGIBprSFharigQJIcYolOW5sOczwplBxMXw9LJZTVir8rXPEbjrf+2AtHN1pBqwo7x5CfjAPEBkm6MRrF0XTjNybT95OQJvLlMQRsSaAGdrRsSmDUfzjMgFogo304j2X1IE5IkypGoNQmr8KqoZAUj0jF6jhpebC9uolDyOK+/QeADQ4nnL31QGYiGy2bMuaUJCQgK++uoreHp6SlJksCwLhmGQmJgIlmWrjTBSJp+RrVu34q+//uK/L1myBC1atMDzzz+PBw9KUZzqsaR0ob0OIdGMlLLkelWEYQRtCJfkLPM68EVbktUTsB6Wyg2M2bfIu9ZgmU/E2YOnEtzgeXkncGGLsFwp0qWsaN2ElPTcYGhNCC2L9sKWmYb7X1Ra5w+4DGN5/9prvzzip6Lvf4YRhLWiXGD3PGGdsUjIm1FOn5Fqj1JafU7L5OekfDxlwSuYmP7UeqlmthJZs2YNduzYgaysLGRkZPCvCxcugGVZZGRkVKvxtkzCyJtvvonsbOIwl5SUhMTERPTt2xdXr15FYqKVcuwUGUQIYcqZHwqAMPA9vCsMEo+yZgSQZlIFgL0LgXsXhNwEaivnx/mbcCYE7nrU60Heu820/E1FoDQYGvxKlbTJIThNEBc5ZO26KIXnKqVqF8MJGTePWa7jav+UMd25XeTmDWvhxRwWAmcFtUsMJ6R91kLw3wGIMGJyTjRNtUdJM8Ldy0pVtSsLtRaYfIZkMi5vEr8ykpGRgebNm1ss5zQj1Y0yie1Xr15FdDRJ/7x27VoMGDAA8+fPx/Hjx9G3b1+nNrC645RbissYmCty/LI2KD0qcNqLv5eRAffEKul6q5oRK9Eqz6wk5pLanZzXRlso5TKRlzJ3Btx1sqcZ8fC3XPbsj44dQ0mbw5khbBWCKw9qLSCO7LanGanVTvrd2X4spSHtH+FzFfUZqTIoFcvj7mVDTcvtKxNX3kMAZs+erZhCw9PTE7Nnz3ZBiyqWMol8Op0OeXlkZvTHH3+gZ8+eAEjefE5jQnEM55hplEqcP8JmGkCYUV77C/jxGYX1pdAAAMSJtV63ik0BLyZfQX1ainwJDsNlqby8i7xb863wjZSqvXstsG+uiuxA3lP+BOb4kFfWDbKM14xUlDAiu3/t+YzIox3saVKcQcfJ9reprPvtUYV7TsQRNJyZxt3FwoiLmTVrFh4+fIjjx4/z4y0AGAwGzJo1y4UtqxjKJIx07NgRiYmJeP/993HkyBH060eKF124cMEiKyvFNk4RRpQe2kddM2Iv/NaaT4B8cByz0TntKS3yjKCApSOtM5BXJ7YmhDIM8OoB4btShIycwGjLZZ80AfZ/Jhy3oswh8hDl0qrKKyM/ROsXpN/7/ttyG6oZsQ1nktn9geUyV2tGXMzPP/+M8PBwtG3bFpGRkTh2jJhLV6xYgVWrVtn59aNHmYSRL774AhqNBr/++iuWLl2KsDBS1GnLli3o3bu3nV9TxDjF9OetEKr6qNuqO0yyvd6eAyuHsxNyOUpELDAnC+g1X1hWEflN2r0s/W5rEBZfM0fy0Og9gVcPAvHvSZfveJcUEQMqzkwTJBKEEo6U/veVoWL3FZVA6PI2qfIrhzqw2qaRub6V2BSYZ9aWuNJnpAowffp0TJw4EampqejTpw/ee488hyEhIVi8eLGLW+d8yvSkREREYONGyxnnJ598Uu4GPW44zQ+p33+ATULF5EorKlVRBDQE6sdLi7CJsaYZUalJnofbJ8l3VzvycunMAedmX+VoMpgIBxz2NGIvbQOuHwYaD3Rs/0HR5JVxBTi+UljO5WBwZqiymBqi+ibeZcg+WhnCOMMAb18jodL1n1QWkB/1SUFF02oMsH8x8bHKf0CEWy53jqsmElWE27dvY/z48QgLC8Mrr7yC558nYc6NGjXC+fPnXdw651NmN2Gj0Yi1a9di3rx5mDdvHtavXw+jsWzlsh8rSlm112Ha/gvo8IZz9lVVGLmWaBe6vE1q7UQPEtbZCt18cq5j21UG4v+7IrzyDTLHVHvCV0R7cp+Uti212igvt1aMsLyI/zdH/8PXzRl37WnVnIm7L6koa01TRzUjtqlZV/j88ygg47Lw3Zlh8I8grVq1QlJSEgAgICCAD+NNT0+Hh0clpCeoZMrUO166dAmNGzfG6NGjsW7dOqxbtw4jR45EkyZNcPnyZfs7oIA1x9E4TRgBrKdIf9TpNh145xqZfXLYGnTFphpXa0ZkeWWcjs4AeIoyY1bU+TYdJnwObiZ8dkpsugJlEUb86hHh9cn37G9bUchzY1DNiG0YBujzEfmc8ifwpagulotCaqsK06ZNw1tvvYVVq1bh2rVrMJlMOHr0KBITE9G9e3dXN8/plOnfnjhxIurVq4fr16/j+PHjOH78OFJTU1GnTh1MnDjR2W2s1pSnnpMFQQoOh9UFvZe0YJYtx8CyDGQVBVvBwggAhIhyEVSUMKJ1J6m5mw4Dxu6omGOIEUehPEomxxe3SDVz1IHVPm3HkdIGYiqjflQVZ+DAgbh48SLGjBmD3r17Iz8/H7GxsfD19cWnn37q6uY5nTLpEPfu3YtDhw6hZk3B29nPzw8LFy5Ehw4dnNa4xwGnJq9pPBDoOl3IylndEGsAbM3IxapxV2tGTMX2tykvgdHAxe3kc0VGkbR43jI9N2tS3ra8eARWzH4rGs8AIKo/sMMcekk1I/ZRqYCn/gusFt1bcqfpx5ATJ05Ivut0OkRERCjmHqkOlEkY0ev1yMnJsViem5sLne4Rz2/xKMMwQNe3Xd2KisPdV/hcaCOfjXhW5eoQ54i4ij+Gr6ike2ULX+ICZ86kcX8geQNQp3PF7L8iEWvDaAl6xxD7jgCPvfMqADRr1sz+RtWIMplp+vfvj5dffhmHDx8Gy7JgWRaHDh3C+PHjMXCgg176DrJgwQK0bdsWXl5eCAwMxODBgy08ibt27QqGYSSv8ePHS7ZJTU1Fv379YDAYEBgYiDfffBMlJRXkfEepGMSRGwVZ1rfzCQN6zCa2aFcnnarXHRjxKzDpdMUdQ+IzUkmDn1998t5kSMXs370GMPJXoMMjaPatEQl4hQI167k8i+cjg48sP5V44vGYsnfvXpsvACgpKeE/P+qUqaf+7LPPMGbMGMTFxUGrJWrI4uJiDBo0yOnxz3v37kVCQgLatm2LkpISTJ8+HT179kRycrLEo3jcuHGYO1ew1YpVWUajEf369UNwcDAOHDiA27dvY/To0dBqtZg/fz4ojyC2NCMA0KmK1EhiGKDBk/a3Kw/iZGqV5SMz+n/E4TDm6co53qOEWgu8cZJEgD1K/i6uRO8FvLAJWEESaFZY/ppHiO7du1utQ8OyLEwmEzIyMtC9e/dqEclaJmHE19cXGzZswKVLl5CcnAwAiI6ORv369Z3aOIBUCBazYsUKBAYG4tixY+jcWVDhGgwGBAcHK+5j+/btSE5Oxh9//IGgoCC0aNEC77//Pt5++23MmTOnkk1LleDQWJ2p2xW4sgdoSJPr8YhNM37OfwYV8QkDmrumtPojgat9lR5FIp4QPusrICfPI4YjFXkDAwOrTeXeMsdOfffddxg8eDCGDRuGYcOGYfDgwfj222+d2TZFsrKIel7sPAsAP/zwA/z9/RETE4Np06ZJcvkfPHgQTZs2RVCQoM7u1asXsrOzcebMGcXjFBYWIjs7W/JyJlQkKSNPfQOMWAs0G+7qllQdvEQZeB9FHwsKBSCOrH3/DXSaAgQ2dnVrXI63t7fNl3i76kCZNCOzZs3CokWL8PrrryMujjjoHTx4EJMnT0ZqaqrEXOJMTCYTJk2ahA4dOiAmJoZf/vzzzyMyMhKhoaH4559/8Pbbb+P8+fNYt24dACAtLU0iiADgv6elpUGJBQsW8Ol3KVUIz0CgQbyrW1G1qBEJjFxHVN3ULEB5lGk3ztUtqDKsXLnS/kZmxowZU4EtqRzKJIwsXboU33zzDZ577jl+2cCBA9GsWTO8/vrrFSaMJCQk4PTp0/jrr78ky19+WajP0bRpU4SEhKBHjx64fPky6tWrV6ZjTZs2DYmJgt9BdnY2wsPDbfyCQnEh9Xu4ugUUCsWJTJ7sQFVoEP+Rx1YYKS4uRps2lumhW7duXWERKhMmTMDGjRuxb98+u5WBY2NJqfZLly6hXr16CA4OxpEj0mJbd+7cAQCrfiZ6vR56PbX7UigUCqXyycjIcHUTKpUy+YyMGjUKS5cutVj+9ddfY8QIhcqV5YBlWUyYMAHr16/Hrl27UKdOHbu/OXnyJABS3RAA4uLikJSUhPT0dH6bHTt2wNvbG9HR1ThrKYVCoVAojwBlTsLw3XffYfv27WjfntQSOHz4MFJTUzF69GiJeWPRokXlamBCQgJ+/PFHbNiwAV5eXryPh4+PD9zd3XH58mX8+OOP6Nu3L/z8/PDPP/9g8uTJ6Ny5M580pmfPnoiOjsaoUaPw0UcfIS0tDTNnzkRCQgLVflAoFAqlylEan8XZs2dXYEsqB4ZlS188o1u3bo7tnGGwa9euUjdKvg8lli9fjhdeeAHXr1/HyJEjcfr0aTx8+BDh4eEYMmQIZs6cKfEyvnbtGl599VXs2bMHHh4eGDNmDBYuXAiNxjF5LDs7Gz4+PsjKyiqf9/LSjsCdJIwuehv7TM2RsrBf2fdFoVAolCpPWcaPVq1a4eLFiygsLERERAQAkrxTr9ejQQOhICPLshap4x9FyqQZ2b17t7PbYRV7slJ4eLhDGegiIyOxefNmZzWr3HBVeykUCoVCkfPKK69g3bp1WLlyJe/bmJaWhlGjRmHYsGGSwI3qwONdo5lCoVAolCrI+++/j48//lgSZBEcHIxFixZh3rx5LmxZxUCFEQqFQqFQqhgPHjzgk3yKycrKwv37913QooqFCiMUCoVCoVQxBgwYgHHjxmHbtm18FvBt27bhpZdeQv/+/V3dPKfj4pKmFAqFQqFQ5Pz3v/9FQkIC+vfvzxfCU6vVePbZZ/Hll1+6uHXOhwojFAqFQqFUMXx8fLBq1Sp88sknOHfuHACgUaNGCAwMdHHLKgYqjFQ6tEQehUKhUBwjICAAAQEBrm5GhUN9RlwEDe2lUCgUijVOnTqF1q1bw9vbG7179+YziO/evRtHjx51ceucDxVGKBQKhUKpYrz88ssICAjA0qVL8eDBA8yYMQMAcPv2bUyfPt3FrXM+1ExDoVAoFEoV4/Tp0zh27BiioqLg7++P119/HQDQtm1bvPHGGy5unfOhmhEKhUKhUKoY4eHhfJ6RiIgI3kxjMplQXFzsyqZVCFQYoVAoFAqlijF//ny89dZbuH79OvR6PYxGI0wmE/7zn/+gRYsWrm6e06FmGhcxZ2ATuDVyrOAghUKhUB4vpk6divT0dERGRsLf3x/5+fmoUaMGDAZDlaqz5iyoMFLZmAv/1Q/wAGoYXNwYCoVCoVRFJk2aJPmu0+kQERGBLl26wMPDwzWNqkCoMOIyaGgvhUKhUJSZOHGiq5tQqVCfEQqFQqFQqhgbNmzAypUr+e83btzAJ598gl9//dWFrao4qGaEQqFQKJQqxsKFCzFu3DgAQGFhITp06ACDwYDbt2/j9OnTmDNnjmsb6GSoZoRCoVAolCrGuXPnEBsbCwD4448/wLIsTp8+jTVr1mD58uUubp3zocIIhUKhUChVDKPRCIOBBDns2LEDvXv3hlqtRnR0NO7cuePi1jkfKoxQKBQKhVLFaNq0KZYtW4YLFy5gzZo16Nu3LwAgLS0N/v7+Lm6d86HCSKVDq/ZSKBQKxTYffPABPvnkE0RFRaFu3boYMGAAAFJA7+mnn3Zx65wPdWB1FQwN7aVQKBSKMl27dsX169dx7do1NG3aFGq1GgAwduxYF7esYqDCCIVCoVAoVZAaNWrg3r17WLt2LTw9PdG0aVOEh4e7ulkVwmNlplmyZAlq164NNzc3xMbG4siRI65uEoVCoVAoFhiNRowaNQpRUVEYOXIk+vfvj7p162LcuHEoKipydfOczmMjjPz8889ITEzE7Nmzcfz4cTRv3hy9evXiKyFSKBQKhVJVmDdvHg4cOIB9+/YhOTkZnp6euH79Os6dO4fp06e7unlO57ERRhYtWoRx48bhxRdfRHR0NL766isYDAYsW7bM1U2jUCgUCkXC999/j3//+9/o0KEDVCoVWJZFcHAwPvzwQ6xevdrVzXM6j4UwUlRUhGPHjiE+Pp5fplKpEB8fj4MHD1ZeQ+5eANKTK+94FAqFQnkkuXnzJlq2bGmxPCQkBJmZmZXfoArmsRBG7t27B6PRiKCgIMnyoKAgpKWlKf6msLAQ2dnZkle5uXtO+KylFXspFAqFooy/v7+iG8H69evRtGlTF7SoYqHRNFZYsGAB3nvvPefutEZtoNUY8h7Wxrn7plAoFEq1oX379ti1axfatWsHgGj4n3zySezfvx9btmxxceucz2OhGfH394darbZIoXvnzh0EBwcr/mbatGnIysriX9evXy9/Q0KaAQM/AzolAqrH4tJTKBQKpQy89957aN68OQDA09MTTz31FGJjY5GUlIQuXbq4uHXO57HQjOh0OrRu3Ro7d+7E4MGDAQAmkwk7d+7EhAkTFH+j1+uh1+srsZUUCoVCoRCaNGmCJk2aAAACAwPx008/ubhFFctjIYwAQGJiIsaMGYM2bdqgXbt2+PTTT/Hw4UO8+OKLrm4ahUKhUCiPNY+NMDJ8+HDcvXsXs2bNQlpaGlq0aIGtW7daOLVSKBQKhUKpXBiWZWnlNgfIzs6Gj48PsrKy4O3t7ermUCgUCuURgY4f9nlsNCPlhZPZnBLiS6FQKJTHBm7coHN/61BhxEFycnIAoNoWKaJQKBRKxZKTkwMfHx9XN6NKQs00DmIymXDr1i14eXmBYZgy7yc7Oxvh4eG4fv16tVfX0XOtntBzrZ7Qc604WJZFTk4OQkNDoaJpHRShmhEHUalUqFWrltP25+3tXe0feA56rtUTeq7VE3quFQPViNiGimgUCoVCoVBcChVGKBQKhUKhuBQqjFQyer0es2fPfiyyu9JzrZ7Qc62e0HOluBLqwEqhUCgUCsWlUM0IhUKhUCgUl0KFEQqFQqFQKC6FCiMUCoVCoVBcChVGKpElS5agdu3acHNzQ2xsLI4cOeLqJpWaffv2YcCAAQgNDQXDMPjtt98k61mWxaxZsxASEgJ3d3fEx8fj4sWLkm0yMjIwYsQIeHt7w9fXF2PHjkVubm4lnoVjLFiwAG3btoWXlxcCAwMxePBgnD9/XrJNQUEBEhIS4OfnB09PTwwdOhR37tyRbJOamop+/frBYDAgMDAQb775JkpKSirzVOyydOlSNGvWjM+7EBcXhy1btvDrq8t5ylm4cCEYhsGkSZP4ZdXpXOfMmQOGYSSvqKgofn11OlcAuHnzJkaOHAk/Pz+4u7ujadOmOHr0KL++OvVP1Q6WUimsXr2a1el07LJly9gzZ86w48aNY319fdk7d+64ummlYvPmzeyMGTPYdevWsQDY9evXS9YvXLiQ9fHxYX/77Tf21KlT7MCBA9k6deqw+fn5/Da9e/dmmzdvzh46dIj9888/2fr167PPPfdcJZ+JfXr16sUuX76cPX36NHvy5Em2b9++bEREBJubm8tvM378eDY8PJzduXMne/ToUbZ9+/bsE088wa8vKSlhY2Ji2Pj4ePbEiRPs5s2bWX9/f3batGmuOCWr/O9//2M3bdrEXrhwgT1//jw7ffp0VqvVsqdPn2ZZtvqcp5gjR46wtWvXZps1a8a+8cYb/PLqdK6zZ89mmzRpwt6+fZt/3b17l19fnc41IyODjYyMZF944QX28OHD7JUrV9ht27axly5d4repTv1TdYMKI5VEu3bt2ISEBP670WhkQ0ND2QULFriwVeVDLoyYTCY2ODiY/fjjj/llmZmZrF6vZ3/66SeWZVk2OTmZBcD+/fff/DZbtmxhGYZhb968WWltLwvp6eksAHbv3r0sy5Jz02q17C+//MJvc/bsWRYAe/DgQZZlifCmUqnYtLQ0fpulS5ey3t7ebGFhYeWeQCmpUaMG++2331bL88zJyWEbNGjA7tixg+3SpQsvjFS3c509ezbbvHlzxXXV7VzffvtttmPHjlbXV/f+6VGHmmkqgaKiIhw7dgzx8fH8MpVKhfj4eBw8eNCFLXMuV69eRVpamuQ8fXx8EBsby5/nwYMH4evrizZt2vDbxMfHQ6VS4fDhw5Xe5tKQlZUFAKhZsyYA4NixYyguLpacb1RUFCIiIiTn27RpUwQFBfHb9OrVC9nZ2Thz5kwltt5xjEYjVq9ejYcPHyIuLq5anmdCQgL69esnOSegev6nFy9eRGhoKOrWrYsRI0YgNTUVQPU71//9739o06YNhg0bhsDAQLRs2RLffPMNv76690+POlQYqQTu3bsHo9EoeaABICgoCGlpaS5qlfPhzsXWeaalpSEwMFCyXqPRoGbNmlX6WphMJkyaNAkdOnRATEwMAHIuOp0Ovr6+km3l56t0Pbh1VYmkpCR4enpCr9dj/PjxWL9+PaKjo6vdea5evRrHjx/HggULLNZVt3ONjY3FihUrsHXrVixduhRXr15Fp06dkJOTU+3O9cqVK1i6dCkaNGiAbdu24dVXX8XEiROxcuVKANW7f6oO0EJ5FIoDJCQk4PTp0/jrr79c3ZQKo1GjRjh58iSysrLw66+/YsyYMdi7d6+rm+VUrl+/jjfeeAM7duyAm5ubq5tT4fTp04f/3KxZM8TGxiIyMhJr1qyBu7u7C1vmfEwmE9q0aYP58+cDAFq2bInTp0/jq6++wpgxY1zcOoo9qGakEvD394darbbwUr9z5w6Cg4Nd1Crnw52LrfMMDg5Genq6ZH1JSQkyMjKq7LWYMGECNm7ciN27d0sqNwcHB6OoqAiZmZmS7eXnq3Q9uHVVCZ1Oh/r166N169ZYsGABmjdvjsWLF1er8zx27BjS09PRqlUraDQaaDQa7N27F5999hk0Gg2CgoKqzbkq4evri4YNG+LSpUvV6n8FgJCQEERHR0uWNW7cmDdLVdf+qbpAhZFKQKfToXXr1ti5cye/zGQyYefOnYiLi3Nhy5xLnTp1EBwcLDnP7OxsHD58mD/PuLg4ZGZm4tixY/w2u3btgslkQmxsbKW32RYsy2LChAlYv349du3ahTp16kjWt27dGlqtVnK+58+fR2pqquR8k5KSJB3cjh074O3tbdFxVjVMJhMKCwur1Xn26NEDSUlJOHnyJP9q06YNRowYwX+uLueqRG5uLi5fvoyQkJBq9b8CQIcOHSxC7y9cuIDIyEgA1a9/qna42oP2cWH16tWsXq9nV6xYwSYnJ7Mvv/wy6+vrK/FSfxTIyclhT5w4wZ44cYIFwC5atIg9ceIEe+3aNZZlSeicr68vu2HDBvaff/5hBw0apBg617JlS/bw4cPsX3/9xTZo0KBKhs69+uqrrI+PD7tnzx5JaGReXh6/zfjx49mIiAh2165d7NGjR9m4uDg2Li6OX8+FRvbs2ZM9efIku3XrVjYgIKDKhUa+88477N69e9mrV6+y//zzD/vOO++wDMOw27dvZ1m2+pynEuJoGpatXuc6ZcoUds+ePezVq1fZ/fv3s/Hx8ay/vz+bnp7Osmz1OtcjR46wGo2G/eCDD9iLFy+yP/zwA2swGNhVq1bx21Sn/qm6QYWRSuTzzz9nIyIiWJ1Ox7Zr1449dOiQq5tUanbv3s0CsHiNGTOGZVkSPvfuu++yQUFBrF6vZ3v06MGeP39eso/79++zzz33HOvp6cl6e3uzL774IpuTk+OCs7GN0nkCYJcvX85vk5+fz7722mtsjRo1WIPBwA4ZMoS9ffu2ZD8pKSlsnz59WHd3d9bf35+dMmUKW1xcXMlnY5uXXnqJjYyMZHU6HRsQEMD26NGDF0RYtvqcpxJyYaQ6nevw4cPZkJAQVqfTsWFhYezw4cMleTeq07myLMv+/vvvbExMDKvX69moqCj266+/lqyvTv1TdYNW7aVQKBQKheJSqM8IhUKhUCgUl0KFEQqFQqFQKC6FCiMUCoVCoVBcChVGKBQKhUKhuBQqjFAoFAqFQnEpVBihUCgUCoXiUqgwQqFQKBQKxaVQYYRCoVAoFIpLocIIhUKxyp49e8AwjEUxNQqFQnEmNAMrhULh6dq1K1q0aIFPP/0UAFBUVISMjAwEBQWBYRjXNo5CoVRbNK5uAIVCqbrodDpaOp1CoVQ41ExDoVAAAC+88AL27t2LxYsXg2EYMAyDFStWSMw0K1asgK+vLzZu3IhGjRrBYDDg6aefRl5eHlauXInatWujRo0amDhxIoxGI7/vwsJCTJ06FWFhYfDw8EBsbCz27NnjmhOlUChVDqoZoVAoAIDFixfjwoULiImJwdy5cwEAZ86csdguLy8Pn332GVavXo2cnBw89dRTGDJkCHx9fbF582ZcuXIFQ4cORYcOHTB8+HAAwIQJE5CcnIzVq1cjNDQU69evR+/evZGUlIQGDRpU6nlSKJSqBxVGKBQKAMDHxwc6nQ4Gg4E3zZw7d85iu+LiYixduhT16tUDADz99NP4v//7P9y5cweenp6Ijo5Gt27dsHv3bgwfPhypqalYvnw5UlNTERoaCgCYOnUqtm7diuXLl2P+/PmVd5IUCqVKQoURCoVSKgwGAy+IAEBQUBBq164NT09PybL09HQAQFJSEoxGIxo2bCjZT2FhIfz8/Cqn0RQKpUpDhREKhVIqtFqt5DvDMIrLTCYTACA3NxdqtRrHjh2DWq2WbCcWYCgUyuMLFUYoFAqPTqeTOJ46g5YtW8JoNCI9PR2dOnVy6r4pFEr1gEbTUCgUntq1a+Pw4cNISUnBvXv3eO1GeWjYsCFGjBiB0aNHY926dbh69SqOHDmCBQsWYNOmTU5oNYVCedShwgiFQuGZOnUq1Go1oqOjERAQgNTUVKfsd/ny5Rg9ejSmTJmCRo0aYfDgwfj7778RERHhlP1TKJRHG5qBlUKhUCgUikuhmhEKhUKhUCguhQojFAqFQqFQXAoVRigUCoVCobgUKoxQKBQKhUJxKVQYoVAoFAqF4lKoMEKhUCgUCsWlUGGEQqFQKBSKS6HCCIVCoVAoFJdChREKhUKhUCguhQojFAqFQqFQXAoVRigUCoVCobgUKoxQKBQKhUJxKf8PW+xhH4oph7wAAAAASUVORK5CYII=", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Get and plot the pose tracks for the 3 keypoints from the DLC dataset\n", - "pose_tracks_dlc_3kps = ds_dlc_video1.pose_tracks.sel(keypoints=[\"snout\", \"centre\", \"tailbase\"])\n", - "pose_tracks_dlc_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2, size=2)" - ] - }, - { - "cell_type": "code", - "execution_count": 86, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 86, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Get and plot the confidence scores for the 3 keypoints from the DLC dataset\n", - "confidence_dlc_3kps = ds_dlc_video1.confidence.sel(keypoints=[\"snout\", \"centre\", \"tailbase\"])\n", - "confidence_dlc_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2, size=2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Check if your solution is correct by running the following cell:" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": {}, - "outputs": [], - "source": [ - "necessary_keypoints = [\"snout\", \"centre\", \"tailbase\"]\n", - "necessary_data_arrays = {\"pose_tracks_dlc_3kps\": pose_tracks_dlc_3kps, \"confidence_dlc_3kps\": confidence_dlc_3kps}\n", - "for var_name, data_array in necessary_data_arrays.items():\n", - " assert isinstance(data_array, xr.DataArray), f\"{var_name} should exist and be an xarray DataArray\"\n", - " assert all(\n", - " k in data_array.keypoints.values for k in necessary_keypoints\n", - " ), f\"{var_name} should have keypoints={necessary_keypoints}\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### B4. Plot keypoint trajectories over the video frame\n", - "First, we load the video frame.\n", + "**Hint:** Consult the [Working with movement datasets](https://movement.neuroinformatics.dev/getting_started/movement_dataset.html#working-with-movement-datasets) section of the `movement` documentation.\n", "\n", - "**Note:** the relative position of the setup and the camera doesn't change between the two videos, so one frame can be used for both." + "" ] }, { "cell_type": "code", - "execution_count": 88, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 88, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "frame_img = plt.imread(video1_frame_file)\n", - "plt.imshow(frame_img)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Then we define a function to plot selected pose tracks over the video frame." - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_trajectory(\n", - " ds: xr.Dataset,\n", - " individual: str,\n", - " keypoint: str,\n", - " time_range: tuple = None,\n", - " frame: np.ndarray = None,\n", - "):\n", - " \"\"\"Plot trajectory of a single keypoint for a given individual.\n", - " Optionally, the trajectory can be restricted to a time range and a frame\n", - " can be shown as background.\n", - " \n", - " Parameters\n", - " ----------\n", - " ds : xr.Dataset\n", - " Dataset containing pose tracks.\n", - " individual : str\n", - " Name of the individual to plot.\n", - " keypoint : str\n", - " Name of the keypoint to plot.\n", - " time_range : tuple, optional\n", - " Start and end time of the trajectory to plot. If None, the entire\n", - " trajectory will be plotted.\n", - " frame : np.ndarray, optional\n", - " Image to use as background. If None, the frame will not be shown.\n", - " \"\"\"\n", - " \n", - " fig, ax = plt.subplots(figsize=(7, 7))\n", - "\n", - " # Show the frame, if provided\n", - " if frame is not None:\n", - " ax.imshow(frame)\n", - "\n", - " # Select the appropriate data\n", - " data = ds.pose_tracks.sel(individuals=individual, keypoints=keypoint)\n", - " if time_range is not None:\n", - " data = data.sel(time=slice(*time_range))\n", - " \n", - " plt.scatter(\n", - " data.sel(space=\"x\"), data.sel(space=\"y\"), s=1, c=data.time, cmap=\"plasma\"\n", - " )\n", - " plt.title(f\"Trajectory of {individual} {keypoint}\")\n", - " plt.xlabel(\"x\")\n", - " plt.ylabel(\"y\")\n", - " plt.colorbar(label=\"time (s)\", orientation=\"horizontal\")" - ] - }, - { - "cell_type": "code", - "execution_count": 90, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_trajectory(\n", - " ds_sleap_video1,\n", - " individual=\"individual_0\",\n", - " keypoint=\"centre\",\n", - " frame=frame_img,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Exercise 4:**\n", - "\n", - "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", - "- Use the `plot_trajectory()` function to plot the pose tracks for `individual_0` and keypoint `snout` over the entire time range.\n", - "- Use the `plot_trajectory()` function again but restrict the time range to (1-10) minutes.\n", - "- What is different between the two plots? Why?\n", - "- Now plot the trajectory for the `tailbase` keypoint the time range to (1-10) minutes, what is the difference to the `snout` trajectory?\n", - "\n", - "**Solution:**" - ] - }, - { - "cell_type": "code", - "execution_count": 98, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# snout trajectory plot for the entire time range\n", - "plot_trajectory(\n", - " ds_sleap_video1,\n", - " individual=\"individual_0\",\n", - " keypoint=\"snout\",\n", - " frame=frame_img,\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 99, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# snout trajectory plot for the time range 1-10 minutes\n", - "plot_trajectory(\n", - " ds_sleap_video1,\n", - " individual=\"individual_0\",\n", - " keypoint=\"snout\",\n", - " time_range=(1*60, 10*60),\n", - " frame=frame_img,\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 100, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# tailbase trajectory plot for the time range 1-10 minutes\n", - "plot_trajectory(\n", - " ds_dlc_video1,\n", - " individual=\"individual_0\",\n", - " keypoint=\"tailbase\",\n", - " time_range=(1*60, 10*60),\n", - " frame=frame_img,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## C. Filter trajectories\n", - "### C1. Discard points with low confidence scores\n", - "We can filter out low-confidence points from the trajectories, by setting their values to `NaN`.\n", - "\n", - "However, we should be careful with choosing a threshold for the confidence score, which may depend on the software used to generate the predictions.\n", - "\n", - "First, let's plot the histograms of confidence scores to get an idea of how they are distributed." - ] - }, - { - "cell_type": "code", - "execution_count": 101, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_confidence_hist(\n", - " ds: xr.Dataset,\n", - " individual: str,\n", - " keypoints: list,\n", - " threshold: float = None\n", - "):\n", - " \"\"\"Plot histogram of confidence scores across keypoints for a given individual.\n", - " \n", - " Parameters\n", - " ----------\n", - " ds : xr.Dataset\n", - " Dataset containing confidence scores.\n", - " individual : str\n", - " Name of the individual to plot.\n", - " keypoints : list\n", - " List of keypoints to plot. if None, all keypoints will be plotted.\n", - " threshold : float, optional\n", - " If provided, a vertical line will be drawn at this confidence score.\n", - " \"\"\"\n", - "\n", - " if not keypoints:\n", - " keypoints = ds.keypoints.values\n", - "\n", - " confidence = ds.confidence.sel(individuals=individual, keypoints=keypoints)\n", - " n_keypoints = len(keypoints)\n", - "\n", - " fig, axes = plt.subplots(n_keypoints, 1, figsize=(7, 2 * n_keypoints + 1), sharex=True)\n", - "\n", - " for ax, kp in zip(axes, keypoints):\n", - " ax.hist(confidence.sel(keypoints=kp), bins=100, density=True)\n", - " ax.set_title(f\"{individual} {kp}\")\n", - " ax.set_ylabel(\"density\")\n", - " if threshold is not None:\n", - " ax.axvline(threshold, c=\"r\")\n", - "\n", - " axes[-1].set_xlabel(\"confidence\")" - ] - }, - { - "cell_type": "code", - "execution_count": 102, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_confidence_hist(\n", - " ds_sleap_video1,\n", - " individual=\"individual_0\",\n", - " keypoints=[\"snout\", \"centre\", \"tail_end\"],\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As we can see, the confidence score distributions differ widely across keypoints, as some keypoints (e.g. `centre`) are easier to detect than others (e.g. `tail_end`).\n", - "\n", - "For the following steps, we arbitrarily choose a threshold of 0.6, i.e. points with confidence scores below 0.6 will be excluded from the trajectories." - ] - }, - { - "cell_type": "code", - "execution_count": 103, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -2173,6 +1704,7 @@ "}\n", "\n", "html[theme=dark],\n", + "html[data-theme=dark],\n", "body[data-theme=dark],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", @@ -2223,7 +1755,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -2231,7 +1763,8 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -2243,6 +1776,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -2505,137 +2042,96 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    -       "Dimensions:      (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
    +       "
    <xarray.DataArray 'confidence' (time: 3601, individuals: 1)> Size: 29kB\n",
    +       "0.9989 0.9998 0.9998 0.9998 0.9997 0.9995 ... 0.9419 0.9743 0.9883 0.9985 0.9992\n",
            "Coordinates:\n",
    -       "  * time         (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n",
    -       "  * individuals  (individuals) <U12 'individual_0'\n",
    -       "  * keypoints    (keypoints) <U9 'snout' 'left_ear' ... 'tail_base' 'tail_end'\n",
    -       "  * space        (space) <U1 'x' 'y'\n",
    -       "Data variables:\n",
    -       "    pose_tracks  (time, individuals, keypoints, space) float32 nan nan ... 476.2\n",
    -       "    confidence   (time, individuals, keypoints) float32 nan nan ... 0.7607\n",
    -       "Attributes:\n",
    -       "    fps:              30.0\n",
    -       "    time_unit:        seconds\n",
    -       "    source_software:  SLEAP\n",
    -       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...
    " + " 239.7, 239.73333333333332, 239.76666666666668,\n", + " 239.8, 239.83333333333334, 239.86666666666667,\n", + " 239.9, 239.93333333333334, 239.96666666666667,\n", + " 240.0],\n", + " dtype='float64', name='time', length=3601))
  • individuals
    PandasIndex
    PandasIndex(Index(['individual_0'], dtype='object', name='individuals'))
  • " ], "text/plain": [ - "\n", - "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", + " Size: 29kB\n", + "0.9989 0.9998 0.9998 0.9998 0.9997 0.9995 ... 0.9419 0.9743 0.9883 0.9985 0.9992\n", "Coordinates:\n", - " * time (time) float64 0.0 0.03333 0.06667 0.1 ... 616.1 616.1 616.1\n", - " * individuals (individuals) 0.6)\n", - "ds_sleap_video1_thresholded" + "snout_confidence = ds_dlc_video1.confidence.sel(\n", + " keypoints=\"snout\", time=slice(2*60, 4*60)\n", + ")\n", + "snout_confidence" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check if your solution is correct by running the following cell:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "assert isinstance(snout_confidence, xr.DataArray), \"snout_confidence should exist and be an xarray DataArray\"\n", + "assert snout_confidence.dims == (\"time\", \"individuals\"), \"snout_confidence should have dims=('time', 'individuals')\"\n", + "assert snout_confidence.shape[0] == 2 * 60 * 30 + 1, \"snout_confidence should 3601 time points (2 minutes at 30 fps + 1)\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "As a sanity check, we can plot the confidence score histograms again for the thresholded dataset. Values below the threshold should be absent." + "### B3. Plot keypoint trajectories and confidence scores over time\n", + "First we can plot the trajectories of the 3 keypoints we selected above over time (from the SLEAP predictions)." ] }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
    " + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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    " ] }, "metadata": {}, @@ -2643,11 +2139,8 @@ } ], "source": [ - "plot_confidence_hist(\n", - " ds_sleap_video1_thresholded,\n", - " individual=\"individual_0\",\n", - " keypoints=[\"snout\", \"centre\", \"tail_end\"],\n", - " threshold=0.6,\n", + "position_sleap_3kps.plot.line(\n", + " x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2.5, size=2\n", ")" ] }, @@ -2655,37 +2148,29 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### C2. Interpolate over missing points\n", - "Sometimes a keypoint may disappear for a few frames, e.g. if it's occluded by another object.\n", - "\n", - "We can \"fill in\" the missing points by interpolating over short gaps. Interpolating over longer gaps may lead to inaccurate results, as the uncertainty about the position of the keypoint increases.\n", - "\n", - "Below we will use \"cubic\" interpolation, but other methods are available (see [xarray.DataArray.interpolate_na](https://docs.xarray.dev/en/stable/generated/xarray.DataArray.interpolate_na.html)). We will set the maximum gap length to 1 second, but feel free to experiment with other values.\n", - "We can plot the trajectories again to see the effect of interpolation." - ] - }, - { - "cell_type": "code", - "execution_count": 105, - "metadata": {}, - "outputs": [], - "source": [ - "# interpolate over missing values (NaNs) for gaps of up to max_gap seconds\n", - "ds_sleap_video1_filtered = ds_sleap_video1_thresholded.interpolate_na(\n", - " dim=\"time\", method=\"cubic\", max_gap=1\n", - ")" + "Now, we can plot the confidence scores for the same keypoints over time." ] }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
    " + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " ] }, "metadata": {}, @@ -2693,12 +2178,9 @@ } ], "source": [ - "plot_trajectory(\n", - " ds_sleap_video1_filtered,\n", - " individual=\"individual_0\",\n", - " keypoint=\"tail_end\",\n", - " frame=frame_img,\n", - " time_range=(1 * 60, 10 * 60),\n", + "confidence_3kps = ds_sleap_video1.confidence.sel(keypoints=[\"snout\", \"centre\", \"tail_base\"])\n", + "confidence_3kps.plot.line(\n", + " x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2.5, size=2,\n", ")" ] }, @@ -2706,26 +2188,41 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**Exercise 5:**\n", + "
    \n", "\n", - "- Repeat the above filtering and interpolation procedure for the `ds_dlc_video1` dataset you loaded in **Exercise 1**.\n", - "- Plot the confidence score histograms before and after filtering.\n", - "- Experiment with various thresholds, interpolation methods and gap lengths.\n", - "- Visualise the trajectories before and after filtering and interpolation.\n", + "Exercise 3: Plotting with xarray\n", + "\n", + "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", + "- Get the `position` data values for the 3 keypoints `[\"snout\", \"centre\", \"tailbase\"]` as `position_dlc_3kps`.\n", + "- Get the `confidence` data values for the 3 keypoints `[\"snout\", \"centre\", \"tailbase\"]` as `confidence_dlc_3kps`.\n", + "- Plot the x,y positions and confidence scores for the 3 keypoints over time.\n", + "- What do you notice? How do they compare to the SLEAP pose tracks and confidence scores that we plotted above?\n", "\n", - "**Solution:**" + "**Hint:** Consult the [Plotting](https://docs.xarray.dev/en/stable/user-guide/plotting.html) section of the `xarray` documentation.\n", + "\n", + "
    " ] }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
    " + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " ] }, "metadata": {}, @@ -2733,24 +2230,31 @@ } ], "source": [ - "# Plot the confidence scores for 3 keypoints from the DLC dataset\n", - "plot_confidence_hist(\n", - " ds_dlc_video1,\n", - " individual=\"individual_0\",\n", - " keypoints=[\"snout\", \"centre\", \"tail_end\"],\n", - ")" + "# Get and plot the pose tracks for the 3 keypoints from the DLC dataset\n", + "position_dlc_3kps = ds_dlc_video1.position.sel(keypoints=[\"snout\", \"centre\", \"tailbase\"])\n", + "position_dlc_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2.5, size=2)" ] }, { "cell_type": "code", - "execution_count": 108, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
    " + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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    " ] }, "metadata": {}, @@ -2758,64 +2262,63 @@ } ], "source": [ - "# Set all values below the threshold to NaN\n", - "# Here, we have set the threshold to 0.98\n", - "dlc_conf_threshold = 0.98\n", - "ds_dlc_video1_thresholded = ds_dlc_video1.where(\n", - " ds_dlc_video1.confidence > dlc_conf_threshold\n", - ")\n", - "# Plot the confidence scores for 3 keypoints from the DLC dataset, after thresholding\n", - "plot_confidence_hist(\n", - " ds_dlc_video1_thresholded,\n", - " individual=\"individual_0\",\n", - " keypoints=[\"snout\", \"centre\", \"tail_end\"],\n", - " threshold=dlc_conf_threshold,\n", - ")" + "# Get and plot the confidence scores for the 3 keypoints from the DLC dataset\n", + "confidence_dlc_3kps = ds_dlc_video1.confidence.sel(keypoints=[\"snout\", \"centre\", \"tailbase\"])\n", + "confidence_dlc_3kps.plot.line(x=\"time\", row=\"keypoints\", col=\"individuals\", aspect=2.5, size=2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check if your solution is correct by running the following cell:" ] }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ - "# interpolate over missing values (NaNs) for gaps of up to max_gap seconds\n", - "dlc_max_gap = 1\n", - "ds_dlc_video1_filtered = ds_dlc_video1_thresholded.interpolate_na(\n", - " dim=\"time\", method=\"cubic\", max_gap=dlc_max_gap\n", - ")" + "necessary_keypoints = [\"snout\", \"centre\", \"tailbase\"]\n", + "necessary_data_arrays = {\"position_dlc_3kps\": position_dlc_3kps, \"confidence_dlc_3kps\": confidence_dlc_3kps}\n", + "for var_name, data_array in necessary_data_arrays.items():\n", + " assert isinstance(data_array, xr.DataArray), f\"{var_name} should exist and be an xarray DataArray\"\n", + " assert all(\n", + " k in data_array.keypoints.values for k in necessary_keypoints\n", + " ), f\"{var_name} should have keypoints={necessary_keypoints}\"\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### B4. Plot keypoint trajectories over the video frame\n", + "First, we load the video frame.\n", + "\n", + "**Note:** the relative position of the setup and the camera doesn't change between the two videos, so one frame can be used for both." ] }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
    " + "" ] }, + "execution_count": 16, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " ] }, "metadata": {}, @@ -2823,117 +2326,85 @@ } ], "source": [ - "# We will plot only 1 minute of data to better see the effects of filtering\n", - "minute2 = (1 * 60, 2 * 60)\n", - "keypoint = \"snout\"\n", - "\n", - "datasets_to_plot = {\n", - " \"Original\": ds_dlc_video1,\n", - " f\"Thresholded (confidence > {dlc_conf_threshold})\": ds_dlc_video1_thresholded,\n", - " f\"Interpolated (method=cubic, max_gap={dlc_max_gap} sec)\": ds_dlc_video1_filtered,\n", - "}\n", - "for name, ds in datasets_to_plot.items():\n", - " plot_trajectory(\n", - " ds,\n", - " individual=\"individual_0\",\n", - " keypoint=keypoint,\n", - " frame=frame_img,\n", - " time_range=minute2,\n", - " )\n", - " plt.suptitle(name)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## D. Compute time spent in different parts of the maze\n", - "\n", - "### D1. Define regions of interest (ROIs)\n", - "\n", - "First we will have to define the different parts of the maze and their coordinates as ROIs:\n", - "\n", - "- `open_arm_left`\n", - "- `open_arm_right`\n", - "- `closed_arm_bottom`\n", - "- `closed_arm_top`\n", - "- `central_square`\n", - "\n", - "The cell below provides the vertex coordinates for each ROI in the form of a dictionary. In practice, you would have to define these coordinates using tools such as [ImageJ](https://imagej.net/ij/) or [Napari](https://napari.org/) and then import them into Python. ROI definition functionality is also planned for a [future version of `movement`](https://movement.neuroinformatics.dev/community/roadmap.html)." - ] - }, - { - "cell_type": "code", - "execution_count": 113, - "metadata": {}, - "outputs": [], - "source": [ - "# Each ROI is represented as a list of (x, y) coordinates in pixels\n", - "rois = {\n", - " \"open_arm_left\": [\n", - " [323, 452], [412, 447], [511, 449], [591, 458], [591, 575],\n", - " [522, 588], [416, 586], [324, 581], [322, 516], [323, 452],\n", - " ],\n", - " \"open_arm_right\": [\n", - " [707, 460], [793, 449], [893, 452], [983, 453], [986, 515],\n", - " [984, 587], [899, 590], [791, 589], [705, 577], [707, 460],\n", - " ],\n", - " \"closed_arm_bottom\": [\n", - " [592, 574], [706, 576], [714, 643], [711, 740], [711, 829],\n", - " [642, 828], [583, 827], [579, 749], [580, 659], [592, 574],\n", - " ],\n", - " \"closed_arm_top\": [\n", - " [587, 198], [651, 196], [716, 201], [717, 291], [721, 383],\n", - " [707, 458], [590, 457], [579, 381], [580, 278], [587, 198],\n", - " ],\n", - " \"central_square\": [\n", - " [591, 458], [707, 459], [707, 576], [590, 575], [591, 458],\n", - " ],\n", - "}" + "frame_img = plt.imread(video1_frame_file)\n", + "plt.imshow(frame_img)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "First, let's plot the ROIs on top of the video frame, to make sure we've got the coordinates right." + "Then we define a function to plot selected pose tracks over the video frame." ] }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "def plot_rois_on_frame(frame: np.ndarray, rois: dict):\n", - " \"\"\"Plot ROI coordinates on top of a frame.\n", + "def plot_trajectory(\n", + " data: xr.DataArray,\n", + " individual: str,\n", + " keypoint: str,\n", + " time_range: tuple = None,\n", + " frame: np.ndarray = None,\n", + "):\n", + " \"\"\"Plot trajectory of a single keypoint for a given individual.\n", + " Optionally, the trajectory can be restricted to a time range and a frame\n", + " can be shown as background.\n", " \n", " Parameters\n", " ----------\n", - " frame : np.ndarray\n", - " Frame to plot.\n", - " roi_coords : dict\n", - " dictionary mapping ROI names to 2D coordinates (x, y) in pixels.\n", + " data : xr.DataArray\n", + " Array containing the position data.\n", + " individual : str\n", + " Name of the individual to plot.\n", + " keypoint : str\n", + " Name of the keypoint to plot.\n", + " time_range : tuple, optional\n", + " Start and end time of the trajectory to plot. If None, the entire\n", + " trajectory will be plotted.\n", + " frame : np.ndarray, optional\n", + " Image to use as background. If None, the frame will not be shown.\n", " \"\"\"\n", " \n", - " fig, ax = plt.subplots(figsize=(7, 7))\n", - " ax.imshow(frame)\n", - " for roi_name, roi_coords in rois.items():\n", - " ax.plot(*np.array(roi_coords).T, lw=2, label=roi_name)\n", - " ax.axis(\"off\")\n", - " ax.legend()" + " # Aspects ratio of the frame (1 if no frame is provided)\n", + " frame_aspect = 1 if frame is None else frame.shape[1] / frame.shape[0]\n", + "\n", + " # Create a new figure with an appropriate aspect ratio\n", + " fig, ax = plt.subplots(figsize=(5 * frame_aspect, 5))\n", + "\n", + " # Show the frame, if provided\n", + " if frame is not None:\n", + " ax.imshow(frame)\n", + "\n", + " # Select the appropriate data\n", + " data = data.sel(individuals=individual, keypoints=keypoint)\n", + " if time_range is not None:\n", + " data = data.sel(time=slice(*time_range))\n", + " \n", + " plt.scatter(\n", + " data.sel(space=\"x\"), data.sel(space=\"y\"), s=1, c=data.time, cmap=\"viridis\"\n", + " )\n", + " plt.title(f\"Trajectory of {individual} {keypoint}\")\n", + " plt.xlabel(\"x\")\n", + " plt.ylabel(\"y\")\n", + " plt.colorbar(label=\"time (s)\")\n", + "\n", + " fig.tight_layout()" ] }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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    " + "
    " ] }, "metadata": {}, @@ -2941,245 +2412,175 @@ } ], "source": [ - "plot_rois_on_frame(frame_img, rois)" + "plot_trajectory(\n", + " ds_sleap_video1.position,\n", + " individual=\"individual_0\",\n", + " keypoint=\"centre\",\n", + " frame=frame_img,\n", + ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### D2. Compute time spent in each ROI\n", + "
    \n", + "\n", + "Exercise 4: Trajectory plots\n", + "\n", + "- Work with the `ds_dlc_video1` dataset you created in **Exercise 1**.\n", + "- Use the `plot_trajectory()` function to plot the pose tracks for `individual_0` and keypoint `snout` over the entire time range.\n", + "- Use the `plot_trajectory()` function again but restrict the time range to (1-10) minutes.\n", + "- What is different between the two plots? Why?\n", + "- Now plot the trajectory for the `tailbase` keypoint the time range to (1-10) minutes, what is the difference to the `snout` trajectory?\n", "\n", - "Firs we define some helper functions which determine if a set of points is inside a polygon,\n", - "either for a single frame or frame-by-frame." + "
    " ] }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "def polygon_contains_all_points(\n", - " roi_polygon: Polygon,\n", - " points: np.ndarray,\n", - ") -> bool:\n", - " \"\"\"Return true if all points are within a polygon.\n", - " \n", - " Parameters\n", - " ----------\n", - " roi_polygon : shapely.geometry.Polygon\n", - " Polygon to check.\n", - " points : np.ndarray\n", - " 2D array of (x, y) points to check.\n", - "\n", - " Returns\n", - " -------\n", - " bool\n", - " True if all points are within the polygon.\n", - " \"\"\"\n", - " return np.all([roi_polygon.contains(Point(point)) for point in points])\n", - "\n", - "\n", - "def polygon_contains_all_points_framewise(\n", - " roi_polygon: Polygon,\n", - " point_timeseries: np.ndarray,\n", - ") -> np.ndarray:\n", - " \"\"\"\n", - " Return a boolean mask indicating whether all points are within the polygon\n", - " for each frame.\n", - "\n", - " Parameters\n", - " ----------\n", - " roi_polygon : shapely.geometry.Polygon\n", - " Polygon to check.\n", - " point_timeseries : np.ndarray\n", - " 3D array of (n_frames, x, y) points to check.\n", - " \n", - " Returns\n", - " -------\n", - " np.ndarray\n", - " Boolean mask indicating whether all points are within the polygon\n", - " for each frame.\n", - " \"\"\"\n", - " return np.array(\n", - " [polygon_contains_all_points(roi_polygon, fr) for fr in point_timeseries]\n", - " )\n", - "\n", - "\n", - "# sanity check\n", - "test_polygon = Polygon([[0, 0], [1, 0], [1, 1], [0, 1]]) # unit square\n", - "test_point_timeseries = np.array([\n", - " [[0.5, 0.5], [0.6, 0.3], [0.2, 0.7]], # within the square\n", - " [[1.5, 1.5], [0.6, 0.3], [0.2, 0.7]], # outside the square\n", - "])\n", - "test_array = polygon_contains_all_points_framewise(test_polygon, test_point_timeseries)\n", - "assert np.all(test_array == np.array([True, False]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now we can compute which ROI was occupied at each frame, and derive the relative time spent in open vs closed arms." + "# snout trajectory plot for the entire time range\n", + "plot_trajectory(\n", + " ds_dlc_video1.position,\n", + " individual=\"individual_0\",\n", + " keypoint=\"snout\",\n", + " frame=frame_img,\n", + ")" ] }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 20, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "def open_to_closed_arms_ratio(\n", - " ds: xr.Dataset,\n", - " individual: str,\n", - " needed_keypoints: list,\n", - " rois: dict,\n", - ") -> float:\n", - " \"\"\"\n", - " Calculate the ratio of time spent in open arms vs closed arms.\n", - "\n", - " Parameters\n", - " ----------\n", - " ds : xr.Dataset\n", - " Dataset containing pose tracks\n", - " individual : str\n", - " Name of the individual\n", - " needed_keypoints : list\n", - " List of keypoints that must be within the ROI\n", - " rois : dict\n", - " Dictionary mapping ROI names to 2D coordinates (x, y) in pixels.\n", - "\n", - " Returns\n", - " -------\n", - " float\n", - " Ratio of time spent in open arms vs closed arms.\n", - " \"\"\"\n", - "\n", - " # Convert ROI coordinates to Shapely polygons\n", - " roi_polygons = {roi_name: Polygon(roi_coords) for roi_name, roi_coords in rois.items()}\n", - "\n", - " # Select the appropriate data\n", - " data = ds.pose_tracks.sel(individuals=individual, keypoints=needed_keypoints).values\n", - "\n", - " # Calculate the boolean mask for each ROI (True if all needed keypoints are within the ROI)\n", - " roi_masks = {\n", - " roi_name: polygon_contains_all_points_framewise(roi_polygon, data)\n", - " for roi_name, roi_polygon in roi_polygons.items()\n", - " }\n", - "\n", - " # Calculate the ratio of frames spent in open vs closed arms\n", - " num_frames_in_open = (roi_masks[\"open_arm_left\"] | roi_masks[\"open_arm_right\"]).sum()\n", - " num_frames_in_closed = (roi_masks[\"closed_arm_top\"] | roi_masks[\"closed_arm_bottom\"]).sum()\n", - "\n", - " return num_frames_in_open / num_frames_in_closed\n" + "# snout trajectory plot for the time range 1-10 minutes\n", + "plot_trajectory(\n", + " ds_sleap_video1.position,\n", + " individual=\"individual_0\",\n", + " keypoint=\"snout\",\n", + " time_range=(1*60, 10*60),\n", + " frame=frame_img,\n", + ")" ] }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 21, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "SLEAP: video 1\n", - "Open to closed arms ratio: 1.0598218786758529\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "result_sleap_video1 = open_to_closed_arms_ratio(\n", - " ds_sleap_video1_filtered.sel(time=slice(1 * 60, 10 * 60)),\n", + "# tailbase trajectory plot for the time range 1-10 minutes\n", + "plot_trajectory(\n", + " ds_dlc_video1.position,\n", " individual=\"individual_0\",\n", - " needed_keypoints=[\"centre\"],\n", - " rois=rois,\n", - ")\n", - "\n", - "print(\"SLEAP: video 1\")\n", - "print(\"Open to closed arms ratio:\", result_sleap_video1)" + " keypoint=\"tailbase\",\n", + " time_range=(1*60, 10*60),\n", + " frame=frame_img,\n", + ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## E. Put it all together\n", - "\n", - "Combine the above steps into a single function that takes as input an xarray dataset containing predicted poses and outputs the ratio of time spent in open vs closed arms.\n", + "## C. Data cleaning\n", "\n", - "Optionally, you can also plot a keypoint trajectory over the video frame." + "We will need to import several functions from the `filtering` module of `movement`." ] }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ - "def analyse_video_predictions(\n", - " ds: xr.Dataset,\n", - " individual: str,\n", - " needed_keypoints: list,\n", - " time_range: tuple,\n", - " rois: dict,\n", - " confidence_threshold: float = None,\n", - " interp_max_gap: float = 1,\n", - " plot: bool = False,\n", - " plot_keypoint: str = \"centre\",\n", - " plot_frame: np.ndarray = None,\n", - ") -> float:\n", - "\n", - " # restrict to time range, if provided\n", - " if time_range:\n", - " ds_to_analyse = ds.sel(time=slice(*time_range))\n", - " \n", - " # filter by confidence threshold, if provided\n", - " if confidence_threshold:\n", - " ds_to_analyse = ds_to_analyse.where(ds_to_analyse.confidence > confidence_threshold)\n", - "\n", - " # interpolate over missing values (NaNs) for gaps of up to max_gap seconds\n", - " ds_filtered = ds_to_analyse.interpolate_na(dim=\"time\", method=\"cubic\", max_gap=interp_max_gap)\n", + "from movement.filtering import ( # noqa: E402\n", + " filter_by_confidence, interpolate_over_time, median_filter\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### C1. Discard points with low confidence scores\n", + "We can filter out low-confidence points from the trajectories, by setting their values to `NaN`.\n", "\n", - " if plot:\n", - " plot_trajectory(\n", - " ds_filtered,\n", - " individual=individual,\n", - " keypoint=plot_keypoint,\n", - " frame=plot_frame,\n", - " time_range=time_range,\n", - " )\n", + "However, we should be careful with choosing a threshold for the confidence score, which may depend on the software used to generate the predictions.\n", "\n", - " # calculate the ratio of time spent in open vs closed arms\n", - " return open_to_closed_arms_ratio(ds_filtered, individual, needed_keypoints, rois)" + "First, let's plot the histograms of confidence scores to get an idea of how they are distributed." ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 23, "metadata": {}, + "outputs": [], "source": [ - "For example this is how we can apply the function to the second video's SLEAP predictions:" + "# All keypoint names in the SLEAP dataset\n", + "sleap_kpts = ds_sleap_video1.keypoints.values\n", + "# Take colors from the \"tab10\" colormap\n", + "colors = plt.cm.tab10.colors" ] }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 24, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "SLEAP: video 2\n", - "Open to closed arms ratio: 1.6409021794221996\n" - ] + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" }, { "data": { - "image/png": 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", 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mTSwe/+C/++DBgzFmzBjcvHkTer0e//zzD5YuXVqs+tiToz4bqPwwyFC56dmzJ7744gscOHAAbdq0KbRs9erVkZubi4sXL5p++wKAO3fuIDk52TQCqSzknfvixYtmvzHGx8cX+C0uPDwcWq0WXbp0scu1865XWOALCgqCt7c3cnJy7Hbd4mrdujVat26NDz/8EGvXrsXAgQOxbt06vPLKK1bDZ959PX/+fIF9586dQ2BgIDw9PaFUKqFUKnHp0qUC5Sxts+ann36CUqnE9u3bzVqLoqKibD5HcTRq1AiNGjXCu+++i7///hvt2rXDihUrMGvWrEKPu3XrFtLT081aZS5cuAAApkdd4eHhOHnyJDp37mxzuC+OwMBA/Pjjj3jsscfQuXNn/PXXX6bHenmPH318fGz6fnvxxRcxbtw4fPfdd9DpdJDJZOjfv3+Bcrm5uYiOjjYL+/nfd/Xq1bFz506kpaWZtcqcO3fOtN8eyuKeUvlhHxkqN5MmTYKnpydeeeUV3Llzp8D+y5cvY/HixQCA7t27AwAWLVpkVibvN9IePXqUWT27dOkCmUyGJUuWmP3Wlr8uANCvXz8cOHAA27dvL7AvOTkZBoOhWNcOCgrC448/jq+//hrXr18325dXF3d3dzz33HP46aefLAaeB4eW2ltSUlKB32TzfkvPe3Tj4eEBwPj+H6TRaNCkSROsXr3abN9///2HHTt2mP7N3d3d0aVLF2zatAm3bt0ylbt06ZJNfSLyuLu7QyKRICcnx7Tt6tWr2LRpk83nsEVqamqBf+dGjRrBzc2twNBoSwwGAz7//HPT66ysLHz++ecICgpC8+bNARi/z2JiYrBy5coCx+t0OqSnp5fyXQBVq1bFzp07odPp8OSTT+Lu3bsAgObNmyM8PBzz58+HVqstcFz+77fAwEA8/fTT+N///oc1a9agW7duCAwMtHjNB1tqhBBYunQpZDIZOnfuDMD4OZCTk1OgReeTTz6BRCKx2mequDw9PQt8v5LrYIsMlZvw8HCsXbsW/fv3R7169cxm9v3777/xww8/mOaBaNy4MYYMGYIvvvgCycnJ6NChAw4dOoTVq1ejT58+eOKJJ8qsnkFBQZgwYQLmzJmDnj17onv37jh+/Di2bt1a4AN54sSJ+Pnnn9GzZ08MHToUzZs3R3p6Ok6dOoUff/wRV69etfohbs2nn36Kxx57DM2aNcOrr76KmjVr4urVq9iyZQtOnDgBAPjoo4+we/dutGrVCiNGjED9+vWRmJiIY8eOYefOnUhMTLTX7TCzevVqfPbZZ3j22WcRHh6OtLQ0rFy5Ej4+PqYgolKpUL9+faxfvx61a9eGv78/GjZsiIYNG+Ljjz/G008/jTZt2uDll1+GTqfDkiVL4OvrazbXzPTp07Fjxw60a9cOb7zxhumHWcOGDU33oCg9evTAwoUL0a1bNwwYMABxcXFYtmwZIiIi8O+//9rtnvzxxx8YPXo0XnjhBdSuXRsGgwHffvutKXAWJSQkBHPnzsXVq1dRu3ZtrF+/HidOnMAXX3wBmUwGwDjD8vfff4/XX38du3fvRrt27ZCTk4Nz587h+++/x/bt2+2y3EZERAR27NiBjh07omvXrvjjjz/g4+ODL7/8Ek8//TQaNGiAYcOGoUqVKoiJicHu3bvh4+ODX375xew8gwcPxvPPPw8AmDlzpsVrKZVKbNu2DUOGDEGrVq2wdetWbNmyBVOmTDH1BerVqxeeeOIJTJ06FVevXkXjxo2xY8cObN68GWPHjjXrrF4azZs3x/LlyzFr1ixEREQgODjY1JGaXIBjBktRRXbhwgUxYsQIUaNGDSGXy4W3t7do166dWLJkicjMzDSVy87OFjNmzBA1a9YUMplMhIaGisjISLMyQhScByNPhw4dzIZU2jr8WgjjvB0zZswQGo1GqFQq0bFjR/Hff/8VGOIphBBpaWkiMjJSRERECLlcLgIDA0Xbtm3F/PnzTcNnrV1bCGFxqPJ///0nnn32WeHn5yeUSqWoU6eO2fwaQhjndBk1apQIDQ0VMplMVK5cWXTu3Fl88cUXBa5h6ZqjRo0qsN3aENa8e3Ps2DHx0ksviWrVqgmFQiGCg4NFz549xZEjR8zO8/fff4vmzZsLuVxe4P3t3LlTtGvXTqhUKuHj4yN69eolzpw5U6Auu3btEk2bNhVyuVyEh4eLL7/8UowfP14olUqb3osQQnz11VeiVq1aQqFQiLp164qoqCgxbdo0i0O485/D2r/Z7t27zYZbR0dHi+HDh4vw8HChVCqFv7+/eOKJJ8TOnTst1ulBHTp0EA0aNBBHjhwRbdq0EUqlUlSvXl0sXbq0QNmsrCwxd+5c0aBBA6FQKIRarRbNmzcXM2bMECkpKTbdD0ss/f85ePCg8Pb2Fo8//rhpCPvx48dF3759RUBAgFAoFKJ69eqiX79+YteuXQXOqdfrhVqtFr6+vkKn0xXYP2TIEOHp6SkuX75smh+nUqVKYtq0aSInJ8esbFpamnj77bdFSEiIkMlkolatWuLjjz82G1Kd9z4sfe/mnyog799v9+7dpm23b98WPXr0EN7e3gIAh2K7GIkQ7PFERK6hT58+OH36tGkkjavr2LEjEhISit0J3tkZDAaEhISgV69e+OqrrwrsHzp0KH788UeLj6qIiot9ZIjIKeVfCf3ixYv47bffOH28C9i0aRPi4+MxePBgR1eFKgD2kSEipxQWFoahQ4ciLCwM165dw/LlyyGXy60OdSfHO3jwIP7991/MnDkTTZs2RYcOHRxdJaoAGGSIyCl169YN3333HW7fvg2FQoE2bdpg9uzZBSYqJOexfPly/O9//0OTJk2watUqR1eHKgiH9pHZu3cvPv74Yxw9ehSxsbHYuHEj+vTpY9ovhMC0adOwcuVKJCcno127dli+fDk/yIiIiAiAg/vIpKeno3Hjxli2bJnF/fPmzcOnn36KFStW4ODBg/D09ETXrl2RmZlZzjUlIiIiZ+Q0o5YkEolZi4wQAiEhIRg/fjwmTJgAwLieR6VKlbBq1Sq8+OKLDqwtEREROQOn7SNz5coV3L5922xKbF9fX7Rq1QoHDhywGmT0er3ZbJq5ublITExEQEAAp6EmIiJyEUIIpKWlISQkBG5u1h8gOW2QuX37NgCgUqVKZtsrVapk2mfJnDlzMGPGjDKtGxEREZWPGzduFLr4qtMGmZKKjIzEuHHjTK9TUlJQrVo13LhxAz4+Pg6sGREREdkqNTUVoaGhZguGWuK0QaZy5coAjKsdazQa0/Y7d+5YXUoeABQKhdlKt3l8fHwYZIiIiFxMUd1CnHZm35o1a6Jy5crYtWuXaVtqaioOHjyINm3aOLBmRERE5Cwc2iKj1Wpx6dIl0+srV67gxIkT8Pf3R7Vq1TB27FjMmjULtWrVQs2aNfHee+8hJCTEbK4ZIiIiqrgcGmSOHDmCJ554wvQ6r2/LkCFDsGrVKkyaNAnp6el49dVXkZycjMceewzbtm2DUql0VJWJiIjIiTjNPDJlJTU1Fb6+vkhJSWEfGaqwcnNzkZWV5ehqUDHIZDK4u7s7uhpEDmPrz2+n7exLRPaRlZWFK1euIDc319FVoWLy8/ND5cqVOQcWUSEYZIgeYkIIxMbGwt3dHaGhoYVOKkXOQwiBjIwMxMXFAYDZyE0iMscgQ/QQMxgMyMjIQEhICDw8PBxdHSoGlUoFAIiLi0NwcDAfMxFZwV/PiB5iOTk5AAC5XO7gmlBJ5IXP7OxsB9eEyHkxyBBVAOxj4Zr470ZUNAYZIiIiclnsI0NUAcUk65CUXn7DsdWeclTxU5Xb9Yio4mCQIapgYpJ16LLgT+iyc8rtmiqZO3aO7+BSYWbo0KFITk7Gpk2bHF0VIioEgwxRBZOUngVddg4W9W+CiGCvMr/epTgtxq4/gaT0LJcKMkTkGhhkiCqoiGAvNKzi6+hqWPXjjz9ixowZuHTpEjw8PNC0aVNs3rwZo0aNMi1ZsmDBAmRlZeHFF1/EokWLIJPJAABJSUkYM2YMfvnlF+j1enTo0AGffvopatWqBQCYPn06Nm3ahBMnTpiut2jRIixatAhXr17F9OnTsXr1agD3O9zu3r0bHTt2LNd7QERFY5AhIqcTGxuLl156CfPmzcOzzz6LtLQ07Nu3D3krquzevRsajQa7d+/GpUuX0L9/fzRp0gQjRowAYHwsdPHiRfz888/w8fHB5MmT0b17d5w5c8YUdgozYcIEnD17FqmpqYiKigIA+Pv7l90bpiJl37oFQ1JSge1StRqykBAH1IicBYNMKdjSYZKdHImKLzY2FgaDAX379kX16tUBAI0aNTLtV6vVWLp0Kdzd3VG3bl306NEDu3btwogRI0wBZv/+/Wjbti0AYM2aNQgNDcWmTZvwwgsvFHl9Ly8vqFQq6PV6VK5cuWzeJNks+9YtXO7RE0KnK7BPolIhfMuvDDMVGINMCdnaYdIVOzkSOVrjxo3RuXNnNGrUCF27dsVTTz2F559/Hmq1GgDQoEEDs5luNRoNTp06BQA4e/YspFIpWrVqZdofEBCAOnXq4OzZs+X7RsguDElJEDodQj6eB3lYmGl7VnQ0bk2cBENSEoNMBcYgU0K2dJhkJ0eiknF3d8fvv/+Ov//+Gzt27MCSJUswdepUHDx4EAAKPB6SSCTFWhTTzc3N9JgqD2fPdX7ysDCoGjRwdDXIyTDIlJKzd5gkclUSiQTt2rVDu3bt8P7776N69erYuHFjkcfVq1cPBoMBBw8eND1aunv3Ls6fP4/69esDAIKCgnD79m0IIUydeR/s+AsYl3XIW+KBiJwXZ/YlIqdz8OBBzJ49G0eOHMH169exYcMGxMfHo169ekUeW6tWLfTu3RsjRozAX3/9hZMnT+L//u//UKVKFfTu3RsA0LFjR8THx2PevHm4fPkyli1bhq1bt5qdp0aNGvj3339x/vx5JCQksMWGyEmxRYaogroUp3Xa6/j4+GDv3r1YtGgRUlNTUb16dSxYsABPP/001q9fX+TxUVFRGDNmDHr27ImsrCw8/vjj+O2330yPpOrVq4fPPvsMs2fPxsyZM/Hcc89hwoQJ+OKLL0znGDFiBPbs2YMWLVpAq9Vy+DWRk2KQIapg1J5yqGTuGLv+RLldUyVzh9rT9hW469Wrh23btlnct2rVqgLbFi1aZPZarVbjm2++KfQar7/+Ol5//XWzbVOmTDH9PSgoCDt27LCtwkTkMAwyRBVMFT8Vdo7vwLWWiOihwCBDVAFV8VMxWBDRQ4GdfYmIiMhlMcgQERGRy2KQISIiIpfFIENEREQui0GGiIiIXBaDDBEREbksBhkiIiJyWZxHhqgiSr4BZNwtv+t5BAB+oTYX79ixI5o0aVJgxl5rNm3ahAkTJuDKlSt48803bT6OiFwfgwxRRZN8A1jWEsjOKL9ryjyAUYeKFWaK47XXXsOwYcPw1ltvwdvbG0OHDkVycjI2bdpUJtcjIufBIENU0WTcNYaYviuBwNplf72EC8CGEcbrlkGQ0Wq1iIuLQ9euXRESEmL385dGdna2aaFKIiob7CNDVFEF1gZCmpT9VynDkl6vx4QJE1ClShV4enqiVatW2LNnDwBgz5498Pb2BgB06tQJEokEHTt2xOrVq7F582ZIJBJIJBJT+cLcuHED/fr1g5+fH/z9/dG7d29cvXrVtP/w4cN48sknERgYCF9fX3To0AHHjh0zO4dEIsHy5cvxzDPPwNPTEx9++GGp3jsRFY1Bhoic2ujRo3HgwAGsW7cO//77L1544QV069YNFy9eRNu2bXH+/HkAwE8//YTY2Fj8/PPP6NevH7p164bY2FjExsaibdu2hV4jOzsbXbt2hbe3N/bt24f9+/fDy8sL3bp1Q1aWcXHNtLQ0DBkyBH/99Rf++ecf1KpVC927d0daWprZuaZPn45nn30Wp06dwvDhw8vmphCRCR8tEZHTun79OqKionD9+nXTY6MJEyZg27ZtiIqKwuzZsxEcHAwA8Pf3R+XKlQEAKpUKer3e9Loo69evR25uLr788ktIJBIAQFRUFPz8/LBnzx489dRT6NSpk9kxX3zxBfz8/PDnn3+iZ8+epu0DBgzAsGHDSv3eicg2DDJE5LROnTqFnJwc1K5t/nhKr9cjICDAbtc5efIkLl26ZHpMlSczMxOXL18GANy5cwfvvvsu9uzZg7i4OOTk5CAjIwPXr183O6ZFixZ2qxcRFY1Bhoicllarhbu7O44ePQp3d3ezfV5eXna9TvPmzbFmzZoC+4KCggAAQ4YMwd27d7F48WJUr14dCoUCbdq0MT16yuPp6Wm3ehFR0RhkiMhpNW3aFDk5OYiLi0P79u1tPk4ulyMnJ8fm8s2aNcP69esRHBwMHx8fi2X279+Pzz77DN27dwdg7ByckJBg8zWIqGywsy8ROa3atWtj4MCBGDx4MDZs2IArV67g0KFDmDNnDrZs2WL1uBo1auDff//F+fPnkZCQgOzs7EKvM3DgQAQGBqJ3797Yt28frly5gj179uCtt97CzZs3AQC1atXCt99+i7Nnz+LgwYMYOHAgVCqVXd8vlUxWdDR0p0+bfWXfuuXoalE5YYsMUUWVcMElrhMVFYVZs2Zh/PjxiImJQWBgIFq3bm3WwTa/ESNGYM+ePWjRogW0Wi12796Njh07Wi3v4eGBvXv3YvLkyejbty/S0tJQpUoVdO7c2dRC89VXX+HVV19Fs2bNEBoaitmzZ2PChAmlem9UOlK1GhKVCrcmTiqwT6JSIXzLr5A52dxCZH8MMkQVjUeAcabdDSPK75oyD+N1bfTgvC8ymQwzZszAjBkzLJb18/ODEMJsW1BQEHbs2FGsKlauXBmrV6+2ur9p06Y4fPiw2bbnn3/e7HX+elDZkoWEIHzLrzAkJZltz4qOxq2Jk2BISmKQqQAYZIgqGr9Q43IBTrzWEpGtZCEhDCsVHIMMUUXkF1qhgsXs2bMxe/Zsi/vat2+PrVu3lnONiMheGGSI6KH3+uuvo1+/fhb3scMukWtjkCGih56/vz/8/f0dXQ0iKgMcfk1EREQui0GGiIiIXBaDDBEREbksBhkiIiJyWQwyRERE5LI4aomoAorVxiJJn1R0QTtRK9TQeGlKdQ6JRIKNGzeiT58+NpXfs2cPnnjiCSQlJcHPz69U1yYi58UgQ1TBxGpj0Xtzb+gMunK7pkqqwubem0sVZmJjY6FWq+1YK2D69OnYtGkTTpw4YdfzElH5YZAhqmCS9EnQGXSY034OwnzDyvx60SnRiNwXiSR9UomDTFZWFipXrmznmjmPrKwsyOVyR1eDyCWxjwxRBRXmG4b6AfXL/KskYaljx44YPXo0xo4di8DAQHTt2hUSiQSbNm0ylfn777/RpEkTKJVKtGjRAps2bYJEIinQunL06FG0aNECHh4eaNu2Lc6fPw8AWLVqFWbMmIGTJ09CIpFAIpFg1apVRdYtOTkZr7zyCoKCguDj44NOnTrh5MmTpv2XL19G7969UalSJXh5eeHRRx/Fzp07zc5Ro0YNzJw5E4MHD4aPjw9effXVYt8jIjJikCEip7R69WrI5XLs378fK1asMNuXmpqKXr16oVGjRjh27BhmzpyJyZMnWzzP1KlTsWDBAhw5cgRSqRTDhw8HAPTv3x/jx49HgwYNEBsbi9jYWPTv37/Ier3wwguIi4vD1q1bcfToUTRr1gydO3dGYmIiAECr1aJ79+7YtWsXjh8/jm7duqFXr164fv262Xnmz5+Pxo0b4/jx43jvvfdKcouICHy0REROqlatWpg3b57FfWvXroVEIsHKlSuhVCpRv359xMTEYMSIEQXKfvjhh+jQoQMA4J133kGPHj2QmZkJlUoFLy8vSKVSmx9b/fXXXzh06BDi4uKgUCgAGAPJpk2b8OOPP+LVV19F48aN0bhxY9MxM2fOxMaNG/Hzzz9j9OjRpu2dOnXC+PHjbb4fRGQZgwwROaXmzZtb3Xf+/Hk88sgjUCqVpm0tW7a0WPaRRx4x/V2jMfbRiYuLQ7Vq1Ypdp5MnT0Kr1SIgIMBsu06nw+XLlwEYW2SmT5+OLVu2IDY2FgaDATqdrkCLTIsWLYp9fSIqiEGGiJySp6enXc4jk8lMf5dIJACA3NzcEp1Lq9VCo9Fgz549BfblDfGeMGECfv/9d8yfPx8RERFQqVR4/vnnkZWVZVbeXu+PqKJjkCEil1OnTh3873//g16vNz3iOXz4cLHPI5fLkZOTY3P5Zs2a4fbt25BKpahRo4bFMvv378fQoUPx7LPPAjCGn6tXrxa7bkRkG3b2JSKXM2DAAOTm5uLVV1/F2bNnsX37dsyfPx/A/VYXW9SoUQNXrlzBiRMnkJCQAL1eX2j5Ll26oE2bNujTpw927NiBq1ev4u+//8bUqVNx5MgRAMa+PRs2bMCJEydw8uRJU12JqGywRYaogopOiXbZ6/j4+OCXX37BG2+8gSZNmqBRo0Z4//33MWDAALN+M0V57rnnsGHDBjzxxBNITk5GVFQUhg4darW8RCLBb7/9hqlTp2LYsGGIj49H5cqV8fjjj6NSpUoAgIULF2L48OFo27YtAgMDMXnyZKSmppb2LVcY2bduwZBkPut0VnT5fK+Sa2KQIapg1Ao1VFIVIvdFlts1VVIV1ArbZ+W11AdFCGH2um3btmbzt6xZswYymczUibdjx44FjmnSpInZNoVCgR9//NHmegGAt7c3Pv30U3z66acW99eoUQN//PGH2bZRo0aZveajJsuyb93C5R49IXQFZ52WqFSQ2nlmZ3o4MMgQVTAaLw02997scmst5ffNN98gLCwMVapUwcmTJzF58mT069cPKpXKrteh8mNISoLQ6RDy8TzIw8wnUpSq1ZCFhDioZuTMGGSIKiCNl8buwaK83b59G++//z5u374NjUaDF154AR9++GGpzrlmzRq89tprFvdVr14dp0+fLtX5yTbysDCoGjRwdDXIRTDIEJFLmjRpEiZNmmTXcz7zzDNo1aqVxX0PDuMmIufh1EEmJycH06dPx//+9z/cvn0bISEhGDp0KN59991ijUwgIrKFt7c3vL29HV0NIioGpw4yc+fOxfLly7F69Wo0aNAAR44cwbBhw+Dr64u33nrL0dUjIiIiB3PqIPP333+jd+/e6NGjBwDjaIDvvvsOhw4dcnDNiIiIyBk49YR4bdu2xa5du3DhwgUAxnVO/vrrLzz99NNWj9Hr9UhNTTX7IiIiooeTU7fIvPPOO0hNTUXdunXh7u6OnJwcfPjhhxg4cKDVY+bMmYMZM2aUYy2JiIjIUZy6Reb777/HmjVrsHbtWhw7dgyrV6/G/PnzsXr1aqvHREZGIiUlxfR148aNcqwxERERlSenbpGZOHEi3nnnHbz44osAgEaNGuHatWuYM2cOhgwZYvEYhUJhWkSOiCyzNA18WeJkZkRUVpw6yGRkZMDNzbzRyN3dnQuwEZVCYdPAlxWJSoXwLb86VZipUaMGxo4di7Fjxzq6KkRUCk4dZHr16oUPP/wQ1apVQ4MGDXD8+HHTgmxEVDKFTQNfFrKio3Fr4iQYkpKcKsjYIicnBxKJpMAvVETkPJz6f+eSJUvw/PPPY+TIkahXrx4mTJiA1157DTNnznR01YhcXt408GX9VdKwlJubi3nz5iEiIgIKhQLVqlUzLUFw48YN9OvXD35+fvD390fv3r3NFmIcOnQo+vTpg/nz50Oj0SAgIACjRo1CdnY2AOOCkteuXcPbb78NiURimmBz1apV8PPzw88//4z69etDoVDg+vXr0Ov1mDBhAqpUqQJPT0+0atXK4sKWRFT+nLpFxtvbG4sWLcKiRYscXRUiKmeRkZFYuXIlPvnkEzz22GOIjY3FuXPnkJ2dja5du6JNmzbYt28fpFIpZs2ahW7duuHff/+FXC4HAOzevRsajQa7d+/GpUuX0L9/fzRp0gQjRozAhg0b0LhxY7z66qsYMWKE2XUzMjIwd+5cfPnllwgICEBwcDBGjx6NM2fOYN26dQgJCcHGjRvRrVs3nDp1CrVq1XLE7SGie5w6yBBRxZSWlobFixdj6dKlpo794eHheOyxx/C///0Pubm5+PLLL00tKVFRUfDz88OePXvw1FNPAQDUajWWLl0Kd3d31K1bFz169MCuXbswYsQI+Pv7w93dHd7e3qhcubLZtbOzs/HZZ5+hcePGAIDr168jKioK169fR8i9R2MTJkzAtm3bEBUVhdmzZ5fXbSEiCxhkiMjpnD17Fnq9Hp07dy6w7+TJk7h06VKBNZEyMzNx+fJl0+sGDRrA3d3d9Fqj0eDUqVNFXlsul+ORRx4xvT516hRycnJQu3Zts3J6vR4BAQE2vyciKhsMMkTkdFQqldV9Wq0WzZs3x5o1awrsCwoKMv09/2rVEonEphGPKpXKbFFarVYLd3d3HD161CwYAYCXl1eR5yOissUgQ0ROp1atWlCpVNi1axdeeeUVs33NmjXD+vXrERwcDB8fnxJfQy6XIycnp8hyTZs2RU5ODuLi4tC+ffsSX4+IyoZTj1oioopJqVRi8uTJmDRpEr755htcvnwZ//zzD7766isMHDgQgYGB6N27N/bt24crV65gz549eOutt3Dz5k2br1GjRg3s3bsXMTExSEhIsFqudu3aGDhwIAYPHowNGzbgypUrOHToEObMmYMtW7bY4+0SUSmwRYaogsqKjnbq67z33nuQSqV4//33cevWLWg0Grz++uvw8PDA3r17MXnyZPTt2xdpaWmoUqUKOnfuXKwWmg8++ACvvfYawsPDodfrIYSwWjYqKgqzZs3C+PHjERMTg8DAQLRu3Ro9e/Ys0XsjIvthkCGqYKRqNSQqFW5NnFRu15SoVJCq1cU6xs3NDVOnTsXUqVML7KtcuXKha66tWrWqwLb80zi0bt0aJ0+eNNs2dOhQDB06tMCxMpkMM2bM4IK0RE6IQYaogpGFhCB8y69ca4mIHgoMMkQVkCwkhMGCiB4K7OxLRERELotBhoiIiFwWgwwRERG5LAYZIiIiclkMMkREROSyGGSIiIjIZTHIEBERkcviPDJEFVBaYiYytdnldj2llwze/soyvcbQoUORnJyMTZs2AQA6duyIJk2aFJjR15IaNWpg7NixGDt2bJnWkYjsj0GGqIJJS8zE2un/wJCVW27XlMrdMGB6a5vDTHFCSJ7FixcXul4SET2cGGSIKphMbTYMWbnoMqw+/DWeZX69xNh07Iw6g0xtdpm2yvj6+pbZuYnIebGPDFEF5a/xRFA17zL/Km5YGjp0KP78808sXrwYEokEEokEly9fxssvv4yaNWtCpVKhTp06WLx4cYHj+vTpU+L7kZaWhpdeegmenp6oUqUKli1bZrZ/4cKFaNSoETw9PREaGoqRI0dCq9Wa9l+7dg29evWCWq2Gp6cnGjRogN9++820/7///sPTTz8NLy8vVKpUCYMGDUJCQkKJ60tERgwyRORUFi9ejDZt2mDEiBGIjY1FbGwsqlatiqpVq+KHH37AmTNn8P7772PKlCn4/vvv7Xbdjz/+GI0bN8bx48fxzjvvYMyYMfj9999N+93c3PDpp5/i9OnTWL16Nf744w9MmnR/BfFRo0ZBr9dj7969OHXqFObOnQsvLy8AQHJyMjp16oSmTZviyJEj2LZtG+7cuYN+/frZrf5EFRUfLRGRU/H19YVcLoeHhwcqV65s2j5jxgzT32vWrIkDBw7g+++/t1sYaNeuHd555x0AQO3atbF//3588sknePLJJwHArCNwjRo1MGvWLLz++uv47LPPAADXr1/Hc889h0aNGgEAwsLCTOWXLl2Kpk2bYvbs2aZtX3/9NUJDQ3HhwgXUrl3bLu+BqCJiiwwRuYRly5ahefPmCAoKgpeXF7744gtcv37dbudv06ZNgddnz541vd65cyc6d+6MKlWqwNvbG4MGDcLdu3eRkZEBAHjrrbcwa9YstGvXDtOmTcO///5rOvbkyZPYvXs3vLy8TF9169YFAFy+fNlu74GoImKQISKnt27dOkyYMAEvv/wyduzYgRMnTmDYsGHIysoql+tfvXoVPXv2xCOPPIKffvoJR48eNfWhyavDK6+8gujoaAwaNAinTp1CixYtsGTJEgCAVqtFr169cOLECbOvixcv4vHHHy+X90D0sOKjJSJyOnK5HDk5OabX+/fvR9u2bTFy5EjTNnu3ZPzzzz8FXterVw8AcPToUeTm5mLBggVwczP+/mepf05oaChef/11vP7664iMjMTKlSvx5ptvolmzZvjpp59Qo0YNSKX82CWyJ7bIEJHTqVGjBg4ePIirV68iISEBtWrVwpEjR7B9+3ZcuHAB7733Hg4fPmzXa+7fvx/z5s3DhQsXsGzZMvzwww8YM2YMACAiIgLZ2dlYsmQJoqOj8e2332LFihVmx48dOxbbt2/HlStXcOzYMezevdsUhEaNGoXExES89NJLOHz4MC5fvozt27dj2LBhZoGNiIqPvxoQVVCJselOe50JEyZgyJAhqF+/PnQ6Hc6dO4fjx4+jf//+kEgkeOmllzBy5Ehs3brVbvUcP348jhw5ghkzZsDHxwcLFy5E165dAQCNGzfGwoULMXfuXERGRuLxxx/HnDlzMHjwYNPxOTk5GDVqFG7evAkfHx9069YNn3zyCQAgJCQE+/fvx+TJk/HUU09Br9ejevXq6Natm6mFh4hKhkGGqIJReskglbthZ9SZcrumVO4GpZfM5vK1a9fGgQMHzLZFRUUhKirKbNucOXNMf1+1apXZvj179th8vatXrxZZ5u2338bbb79ttm3QoEGmv+f1h7GmVq1a2LBhg811IiLbMMgQVTDe/koMmN76oVtriYgqJgYZogrI219ZYYLFvn378PTTT1vd/+DsvETkehhkiOih1qJFC5w4ccLR1SCiMsIgQ0QPNZVKhYiICEdXg4jKCLvLExERkctikCEiIiKXxSBDRERELotBhoiIiFwWgwwRERG5LI5aIqqAUhPioEtNLbfrqXx84BMYXKbXGDp0KJKTk7Fp0yYAQMeOHdGkSRMsWrSoTK9bnDoRkf0xyBBVMKkJcYga9wYMen25XVOqUGDYwuU2h5mShJDFixdDCFHCGhKRq2KQIapgdKmpMOj16D56PPyrhJb59RJjbuC3pQugS00t01YZX1/fMjs3ETkvBhmiCsq/SigqhTnfRHFDhw7Fn3/+iT///BOLFy8GAFy6dAmzZ8/GH3/8gdu3b6NatWoYOXIkxowZY3ZcSR/j6PV6TJ06Fd999x2Sk5PRsGFDzJ07Fx07dgRgXJBy7NixWL9+PcaOHYsbN27gscceQ1RUFDQaDQDj6tcTJ07E119/DXd3d7z88stsISIqB+zsS0ROZfHixWjTpg1GjBiB2NhYxMbGomrVqqhatSp++OEHnDlzBu+//z6mTJmC77//3i7XHD16NA4cOIB169bh33//xQsvvIBu3brh4sWLpjIZGRmYP38+vv32W+zduxfXr1/HhAkTTPsXLFiAVatW4euvv8Zff/2FxMREbNy40S71IyLr2CJDRE7F19cXcrkcHh4eqFy5smn7jBkzTH+vWbMmDhw4gO+//x79+vUr1fWuX7+OqKgoXL9+HSEhIQCACRMmYNu2bYiKisLs2bMBANnZ2VixYgXCw8MBGMPPBx98YDrPokWLEBkZib59+wIAVqxYge3bt5eqbkRUNAYZInIJy5Ytw9dff43r169Dp9MhKysLTZo0KfV5T506hZycHNSuXdtsu16vR0BAgOm1h4eHKcQAgEajQVxcHAAgJSUFsbGxaNWqlWm/VCpFixYt+HiJqIwxyBCR01u3bh0mTJiABQsWoE2bNvD29sbHH3+MgwcPlvrcWq0W7u7uOHr0KNzd3c32eXl5mf4uk8nM9kkkEoYUIifAIENETkculyMnJ8f0ev/+/Wjbti1Gjhxp2nb58mW7XKtp06bIyclBXFwc2rdvX6Jz+Pr6QqPR4ODBg3j88ccBAAaDAUePHkWzZs3sUk8isoydfYnI6dSoUQMHDx7E1atXkZCQgFq1auHIkSPYvn07Lly4gPfeew+HDx+2y7Vq166NgQMHYvDgwdiwYQOuXLmCQ4cOYc6cOdiyZYvN5xkzZgw++ugjbNq0CefOncPIkSORnJxslzoSkXVskSGqoBJjbjjtdSZMmIAhQ4agfv360Ol0OHfuHI4fP47+/ftDIpHgpZdewsiRI7F161a71DEqKgqzZs3C+PHjERMTg8DAQLRu3Ro9e/a0+Rzjx49HbGwshgwZAjc3NwwfPhzPPvssUlJS7FJHIrJMIh7yh7ypqanw9fVFSkoKfHx87Hbe/2JS0HPJX/j1zcfQsIrlibhsKUNUljIzM3HlyhXUrFkTSqUSgGvM7EtGlv79Hma606dx9bnnUeOnH6Fq0MDh5yHHsvXnN1tkiCoYn8BgDFu4/KFba4mIKiYGGaIKyCcwuMIEi3379uHpp5+2ul+r1ZZjbYjI3hhkiOih1qJFC5w4ccLR1SCiMsIgQ0QPNZVKhYgI51tTiojsg8OviYiIyGUxyBBVAA/54MSHVm5urqOrQOT0+GiJ6CEmk8kgkUgQHx+PoKAgSCQSR1eJbCCEQFZWFuLj4+Hm5ga5XO7oKhE5LQYZooeYu7s7qlatips3b+Lq1auOrg4Vk4eHB6pVqwY3NzaeE1nDIEP0kPPy8kKtWrWQnZ3t6KpQMbi7u0MqlbIVjagIDDJEFYC7u3uBlZ2JiB4GbK8kIiIil8UWGSIieihlRUcX2CZVqyELCXFAbaisMMgQEVG5y751C4akJLNtloJHSUjVakhUKtyaOKnAPolKhfAtvzLMPEQYZIiIqFxl37qFyz16Quh0BfZJVCpI1epSnV8WEoLwLb9aDEq3Jk6CISmJQeYh4vRBJiYmBpMnT8bWrVuRkZGBiIgIREVFoUWLFo6uGhERlYAhKQlCp0PIx/MgDwsz22evRz+ykBCGlQrCqYNMUlIS2rVrhyeeeAJbt25FUFAQLl68CHUp0zoRETmePCwMqgYNHF0NcnFOHWTmzp2L0NBQREVFmbbVrFnTgTUiIiIiZ+LUw69//vlntGjRAi+88AKCg4PRtGlTrFy5stBj9Ho9UlNTzb6IiIjo4eTUQSY6OhrLly9HrVq1sH37drzxxht46623sHr1aqvHzJkzB76+vqav0NDQcqwxERERlSenDjK5ublo1qwZZs+ejaZNm+LVV1/FiBEjsGLFCqvHREZGIiUlxfR148aNcqwxERERlSenDjIajQb169c321avXj1cv37d6jEKhQI+Pj5mX0RERPRwcuog065dO5w/f95s24ULF1C9enUH1YiIiIiciVMHmbfffhv//PMPZs+ejUuXLmHt2rX44osvMGrUKEdXjYiIiJyAUweZRx99FBs3bsR3332Hhg0bYubMmVi0aBEGDhzo6KoRERGRE3DqeWQAoGfPnujZs6ejq0FEREROyKlbZIiIiIgKwyBDRERELotBhoiIiFwWgwwRERG5LAYZIiIiclkMMkREROSyGGSIiIjIZZUoyERHR9u7HkRERETFVqIgExERgSeeeAL/+9//kJmZae86EREREdmkREHm2LFjeOSRRzBu3DhUrlwZr732Gg4dOmTvuhEREREVqkRBpkmTJli8eDFu3bqFr7/+GrGxsXjsscfQsGFDLFy4EPHx8fauJxEREVEBpersK5VK0bdvX/zwww+YO3cuLl26hAkTJiA0NBSDBw9GbGysvepJREREVECpgsyRI0cwcuRIaDQaLFy4EBMmTMDly5fx+++/49atW+jdu7e96klERERUQIlWv164cCGioqJw/vx5dO/eHd988w26d+8ONzdjLqpZsyZWrVqFGjVq2LOuRERERGZKFGSWL1+O4cOHY+jQodBoNBbLBAcH46uvvipV5YiIiIgKU6Ig8/vvv6NatWqmFpg8QgjcuHED1apVg1wux5AhQ+xSSSIiIiJLStRHJjw8HAkJCQW2JyYmombNmqWuFBEREZEtShRkhBAWt2u1WiiVylJViIiIiMhWxXq0NG7cOACARCLB+++/Dw8PD9O+nJwcHDx4EE2aNLFrBYmIiIisKVaQOX78OABji8ypU6cgl8tN++RyORo3bowJEybYt4ZEREREVhQryOzevRsAMGzYMCxevBg+Pj5lUikiIiIiW5Ro1FJUVJS960FERERUbDYHmb59+2LVqlXw8fFB3759Cy27YcOGUleMiIiIqCg2BxlfX19IJBLT34mIiIgczeYg8+DjJD5aIiIilxV/AbiVbX2/RwDgF1p+9aFSKVEfGZ1OByGEafj1tWvXsHHjRtSvXx9PPfWUXStIRERkF2l3jH9uGAH4FxJkZB7AqEMMMy6iREGmd+/e6Nu3L15//XUkJyejZcuWkMvlSEhIwMKFC/HGG2/Yu55ERESlk5li/LPTu0DLjpbLJFwwBp2MuwwyLqJEM/seO3YM7du3BwD8+OOPqFy5Mq5du4ZvvvkGn376qV0rSEREZFd+1YGQJpa/Ams7smZUAiUKMhkZGfD29gYA7NixA3379oWbmxtat26Na9eu2bWCRERERNaUKMhERERg06ZNuHHjBrZv327qFxMXF8dJ8oiIiKjclCjIvP/++5gwYQJq1KiBVq1aoU2bNgCMrTNNmza1awWJiIiIrClRZ9/nn38ejz32GGJjY9G4cWPT9s6dO+PZZ5+1W+WIiIiIClOiIAMAlStXRuXKlc22tWzZstQVIiIiIrJViYJMeno6PvroI+zatQtxcXHIzc012x8dHW2XyhEREZWltMRMZGofmFMm3gBkhwGxBsCQBgBQesng7a90UA2pKCUKMq+88gr+/PNPDBo0CBqNxrR0ARERkbPIH1IyE92Q5hWKhEQ3KK+nQZeWha2fn4IhKzffkQuAlakADgMApHI3DJjemmHGSZUoyGzduhVbtmxBu3bt7F0fIiKiUktLzMTa6f/kCyneQIt3gB0AdtwPKb3ebAyVt9xYJP68cUK8viuBoDpIjE3HzqgzyNRmM8g4qRIFGbVaDX9/f3vXxeV4GdKQevMK7ui9LO5PjdfC617TJBERlZ9MbTYMWbnoMqw+/DWexm1H/kDs7GXQTBkFZYtOACw8NpJKAVk0oJECId6OqDoVU4mCzMyZM/H+++9j9erVpvWWKhpdUgL+7+Y6HFhowIFCyv2fRApd0qNAFa4YTkRU3vw1ngiqZgwkuuhcaLU3EOifC1U1hpSHRYmCzIIFC3D58mVUqlQJNWrUgEwmM9t/7Ngxu1TOmWWnp0EmDGg0cCQaN7Q8pfXJ/y7g1JrPkJ3OVhkiojKXfMO4RhJg7LQLGB8VSe/9qEvmzPMPoxIFmT59+ti5Gq7Lq1IIKoVFWN4Xry3n2hARVVDJN4BlLYHsDOPr7DAAC4z9XWT3RtImygAEAUq2kD9MShRkpk2bZu96EBHRQyb71i0YkpIKbM8qiyk6Mu4aQ0zflcaFH2MNxpFHfVca+7sAwIUrwI4pgHcl+1+fHKbEE+IlJyfjxx9/xOXLlzFx4kT4+/vj2LFjqFSpEqpUqWLPOhIRkYvJvnULl3v0hNDpLO6XqFSQqtX2v3BgbeMq1oY0AIeBoDr3O+0myQo7klxUiYLMv//+iy5dusDX1xdXr17FiBEj4O/vjw0bNuD69ev45ptv7F1PIiJyIYakJAidDiEfz4M8LKzAfqlaDVlIiANqRg+bEgWZcePGYejQoZg3bx68ve/3/O7evTsGDBhgt8oREZFrk4eFQdWggaOrUXwJF4x/Wuo0DAAeAYBfaPnXiwooUZA5fPgwPv/88wLbq1Spgtu3b5e6UkRERIUpammBxNj0kp3YIwCQeRg7CQOWOw0DxjKjDjHMOIESBRmFQoHU1NQC2y9cuICgoKBSV4qIiMgay7P2ApaWFlB6FbNfjF+oMaDkDeO21Gk44YIx2GTcZZBxAiUKMs888ww++OADfP/99wAAiUSC69evY/LkyXjuuefsWkEiIqIHWZq1N//SAkApFnv0C70fUCx1Gian4laSgxYsWACtVougoCDodDp06NABERER8Pb2xocffmjvOhIRERWQN2tvUDVvBGmkCJJFG/+8t41rI1UMJWqR8fX1xe+//479+/fj5MmT0Gq1aNasGbp06WLv+hERERFZVewgk5ubi1WrVmHDhg24evUqJBIJatasicqVK0MIAYlEUhb1JCIiIiqgWI+WhBB45pln8MorryAmJgaNGjVCgwYNcO3aNQwdOhTPPvtsWdWTiIiIqIBitcisWrUKe/fuxa5du/DEE0+Y7fvjjz/Qp08ffPPNNxg8eLBdK0lERBVXrDYWSfr7Sx2kJRuHXUcnRyPe0zgqSa1LgMYhtSNHK1aQ+e677zBlypQCIQYAOnXqhHfeeQdr1qxhkCEiIruI1cai9+be0BnuL3UQqK2K5zER7+x7BwleNwEAKjc5Nru7M8xUQMUKMv/++y/mzZtndf/TTz+NTz/9tNSVIiIiAoAkfRJ0Bh3mtJ+DMF/jUgdpMdk4cuouPmr/EbyryBCdEo3IfZFIcndjkKmAihVkEhMTUamS9VVDK1WqhCQLK50SERGVRphvGOoH1AcAxKen4QjuIswvDEEBnNuloitWZ9+cnBxIpdazj7u7OwwGQ6krRURERGSLYrXICCEwdOhQKBQKi/v1er1dKkVERFRA8g3jsgD5F3JMverQapFjFSvIDBkypMgy7OhLRER2l3YHWNMZyM4ouJCjXAZU0QBSpXHRR6pQihVkoqKiyqoeRERE1mWmGENM35XGIPPgQo6pV4GD7wH9vuUijhVQiZYoICIicojA2oAhHGYLOSrkxn3e1gej0MOLQYaIiCqUrOjoAtukajVkISEOqA2VFoMMERE5VP6Zex8UnVIwdJSUVK2GRKXCrYmTCuyTqFQI3/Irw4wLYpAhIiKHsTRzb34qqQpqmVepryULCUH4ll9hyDffWVZ0NG5NnARDUhKDjAtyqSDz0UcfITIyEmPGjMGiRYscXR0iIiolSzP35qdWqKFJvVPkuQprvVEr1NB4aSALCWFYeci4TJA5fPgwPv/8czzyyCOOrgoREdnZgzP3WlRIkFEr1FBJVYjcF2m1jEqqwubem6Hx4iIGDxuXCDJarRYDBw7EypUrMWvWLEdXh4iInIjGS4PNvTcX2s8mcl8kkvRJDDIPIZcIMqNGjUKPHj3QpUuXIoOMXq83m2E4NTW1rKtHREQOpvHSMKRUUE4fZNatW4djx47h8OHDNpWfM2cOZsyYUca1IiIiImfg1EHmxo0bGDNmDH7//XcolUqbjomMjMS4ceNMr1NTUxEaypkeiYhcRVpiJjK12eYb4w3GGX1jDUg0pDumYuSUnDrIHD16FHFxcWjWrJlpW05ODvbu3YulS5dCr9fD3d3d7BiFQmF1UUsiIipfCboEpN09Y3V//pFGaYmZWDv9Hxiyci2UXmBcmgBnIJW7Qekls29lySU5dZDp3LkzTp06ZbZt2LBhqFu3LiZPnlwgxBARkXMZt2cczp3OKrSMSqqCWqEGAGRqs2HIykWXYfXhr/G8Xyj+vHGRyL4rgaA6UHrJ4O1vW0u9PSTGPtAK9EDrEAxpAFDu9aH7nDrIeHt7o2HDhmbbPD09ERAQUGA7ERE5H32OHnPaf2R1jhjg/hwvD/LXeCKomvf9DVKpcaVrjdS4vlI5UXrJIJW7YWdU/lalvNYhY/9NqdwNA6a3ZphxAKcOMkRE5PqKnCPGiXn7KzFgemvzPjv5WocSY9OxM+oMMrXZDDIO4HJBZs+ePY6uAhERVSDe/krzgOKg1iGyzM3RFSAiIiIqKQYZIiIiclkMMkREROSyGGSIiIjIZTHIEBERkctikCEiIiKXxSBDRERELotBhoiIiFwWgwwRERG5LAYZIiIiclkut0QBERGRU0i4YPwz3nDvz/PG5QvyeAQAfqHlX68KhkGGiIioODwCAJmHceFIAMgOA7DA+FoWfb+czAMYdYhhpowxyBARERWHX6gxoGTcNb6ONQArU42rYWvu/VhNuGAMNhl3GWTKGIMMERFRcfmF3g8ohjQAh4GgOlwN2wHY2ZeIiIhcFoMMERERuSwGGSIiInJZDDJERETkstjZl4iIKoTolGjLO1KuQAIgQZcAji9yPQwyRET0UFMr1FBJVYjcF2lxf83bAnMBjNszDp/W/RUaL035VpBKhUGGiIhKLFYbiyR9UsEd91o5nIHGS4PNvTdbricAnI8GoiZCn6NHkj6JQcbFMMgQEVGJxGpj0Xtzb+gMugL78lo5FO4KqBXq8q9cPhovjdWAovMVuFq+1SE7YpAhIqISSdInQWfQYU77OQjzDTPfea+VY2HHhWzhoDLFIENERKUS5huG+gH1zbbltXIEqgIdUieqODj8moiIiFwWW2SIiKh0bsdDd/u02aasaCtDnR9iibHp91/EG4yrYsca7q3FBCi9ZPD2Vzqodg8vBhkiIiqxgBQBDByDq5n6AvskKhWkasd39C1rSi8ZpHI37Iw6k2/PAuOq2DgMAJDK3TBgemuGGTtjkCEiohLz0QGSTD1CPp4HeZh5h1+pWg1ZSIiDalZ+vP2VGDC9NTK12fc3xp8HNowA+q4EguogMTYdO6POIFObzSBjZwwyRERUavKwMKgaNHB0NRzG219pHlCkUkAWDWikQIi34ypWATDIEBGR4yXfADLuGvuWAMYWDekDP6ISLjimXuT0GGSIiMixkm8Ay1oC2RnGDrJYYHwsI8vXYVjmAXgEOKSK5LwYZIiIyLEy7hpDTN+VxiCzMtX4d02+H1EeAYAfl3UkcwwyRETkHAJrA4ZwAIeBoDrsW0I24YR4RERE5LLYIkNEROUmLTHTfJgyYDZ5XKIh3fKBRFYwyBARkUWx2lgk6ZOs7o9OKd7svWmJmVg7/R8YsnIt7M2bPO4MpHI3KL1kxassVVgMMkREVECsNha9N/eGzqArtFxddwWADJvOmanNhiErF12G1Ye/xvP+jnyTx3EqfyoOBhkiIiogSZ8EnUGHOe3nIMw3zGo57yvx0H75erHO7a/xRFC1BzrycvI4KgUGGSIisirMNwz1A+pb3a+7fRracqwPUX4ctUREREQui0GGiIiIXBaDDBEREbksBhkiIiJyWQwyRERE5LIYZIiIiMhlMcgQERGRy+I8MkRE5JRiknVISs+yul/tKUcVP1U51oicEYMMERE5nZhkHbos+BO67ByrZVQyd+wc34FhpoJjkCEiIruy1pKSFmdck+lSnBZZPtJCA0hSehZ02TlY1L8JIoK9Cuy/FKfF2PUnkJSexSBTwTHIEBGR3RTWkhJskGAIlBiz7jjSVG42taZEBHuhYRVfAEBqQhx0qanGv2dpEaSPR+rNK7ijvx90VD4+8AkMtuM7ImfHIENERHZTWEtKWmwGjn15FhOeqoNJf5wrVmtKakIcosa9AYNeb9r2IoADC3/EgQfKSRUKDFu43HnCTMIF45/xhnt/njcukpnHIwDwCy3/ej1EGGSIiMjuHmxJyROf44ZjAEL9PQAYHw8BgDJBiwgA/16KgfaGseyNRJ1Zi0tizA0Y9Hp0Hz0e/lVCcTleizHrTmDxi00QHmQMTIkxN/Db0gXQpaY6Psh4BAAyD2DDCOPr7DAAC4yvZdH3y8k8gFGHGGZKgUGGiIjKlY9KCpXMHWPXnwAANJBcwXduCmz77Au4i/uPpPK3uEgVClSp1wA+gcGIV6QgXhEDn6o1USlfYHIKfqHGgJJx1/g61gCsTAX6rgQ09370JlwwBpuMuwwypcAgQ0REZS41IQ53b95GruEO3FMC8f0LoUjTZQMA5Mk6xGzzgbvIQaOBI+FVKQQA4K2SIdhLYTqHy/V/8Qu9H1AMaQAOA0F1gBBvh1brYcMgQ0REZSp//5Ytiy2VqgupXIbWbVs4NKxEp0Rb3adWqKHx0pRjbcgWDDJERFSmdKmpMOj1eOylUTj0azKeHN4A6soe9wvEXwA2vALV4LUODTEKdwUi90Va3a+SqrC592aGGSfDIENERKWik0kRHxsDhUqB1PiCw6ITY4w9eH2Dq8BNqkBA1ZoIqvbA4xWlFlClA2o/B9T+voUdFyKtZpDFfdEp0YjcF4kkfRKDjJNhkCEiohJLS0nC3jqhyFn5qWmbtWHRCk9vAAnlXUWbBaoCERpQ39HVoGJikCEiqqBitbFI0idZ3FdYX5EHZWZkIMfdDV2efRGVW7a2OCwa2jtQuWdDn3lvBE/+uVTy5lohKgEGGSKiCihWG4vem3tDZ9BZLaOSqqBWqG06nzowGJXCIgoOi06+AXz3PJCdgXhrc6kAxvlUPAJK8Y6oomKQISKqgJL0SdAZdJjTfg7CfMMslrHLKJ2Mu0B2hnH+lOywgnOp5OEMt1RCDDJERBVYmG8Y6pdHv5DA2oAhHPaeSyVvdmAASI03/v1yvBbxihQAgNpTzkUlH3IMMkRE5HLUnnKz2YEBIEgfjxcBjFl3AvGKGACASuZu0+KU5LqcOsjMmTMHGzZswLlz56BSqdC2bVvMnTsXderUcXTViIgqpJhkHZLSs0yvUxMzAAA3EzOQGpNi1kJSlqr4qbBzfAfzuty8ggMLf8TiF5vAp2pNXIrTYuz6EzYvTpkVXbCDs1SthiwkxK51J/ty6iDz559/YtSoUXj00UdhMBgwZcoUPPXUUzhz5gw8PT0dXT0iogolJlmHLgv+hC77/npITRPO4zEAH+84j0tH5FDlAtWkUkiSsxCfk2Zc9Tk7DIg1INGQbtf6VPFTmQWUO3ovHAAQHuRVrPWXpGo1JCoVbk2cVGCfRKVC+JZfAYWFA8kpOHWQ2bZtm9nrVatWITg4GEePHsXjjz/uoFoREVVMSelZ0GXnYFH/JogINg6tTt2fjQM/7cNb7Wvh3BEP5GbnAgD2LDn1wJELjJ18cQZSuRuUXrLyr3whZCEhCN/yKwxJ5kPRs6KjcWviJOP2yhIH1Y6K4tRBJr+UFGPnLX9/f6tl9Ho99PfW8wCA1NTUMq8XEVGFcOc2wpNvIiI5EOFyY5C5lZEIAAhQKZGbnYsuw+rDX/NAi3n8eeNw674rgaA6UHrJ4O2vdETtCyULCeEjJBflMkEmNzcXY8eORbt27dCwYUOr5ebMmYMZM2aUY82IiB5+2bduwW34i1iamQnsAa7e256ikgO1Q+Hu6QkgB/4aT/PlB6RS45wxGilXfaYy4TJBZtSoUfjvv//w119/FVouMjIS48aNM71OTU1FaCjnJiAiKg1DUhIkmZmY13wAxr/yFMLvPVqKj40BVn4Kd7UazrL8QN7aTpbWfQIAlY+PQxenJPtyiSAzevRo/Prrr9i7dy+qVq1aaFmFQgGFgr2yiIjKwnXvYKB2XajudaZVqJzn81bl4wOpQoHfli4wbbO27tOwhcsZZh4STh1khBB48803sXHjRuzZswc1a9Z0dJWIiMhJ+QQGY9jC5dDd6xtpad2nxJgb+G3pAuhSUx0SZBJjHxi59cCILhjSAMBp+xA5M6cOMqNGjcLatWuxefNmeHt74/bt2wAAX19fqFSc3IiIiMz5BAabAkqBdZ8cSOklg1Tuhp1RZ/LtyRvRdRgAIJW7YcD01gwzxeDUQWb58uUAgI4dO5ptj4qKwtChQ8u/QkRERCXg7a/EgOmtkanNvr8x34iuxNh07Iw6g0xtNoNMMTh1kBFCOLoKREQuKVYbiyR9ktX90SkFZ7G1JDUhDrrUVOhjY5CiksPHkGzWeTavY60zc5b1mLz9leYBhSO67MKpgwwRERVfrDYWvTf3hs6gK7ScSqqCXJuLOymXLO7XpaZg88LZMOTNzVU7FI+l7cOBhfsKdJ5VeHrDWUYt5eF6TBUDgwwR0UMmSZ8EnUGHOe3nIMw3zGo5uTYXW96bdj+oWCBVKPBc5Ay4JdzFrYkTMbf5AEwc0dXUeRYwjhbSZ6gAXLHn2yi1sliPiZwPgwwR0UMqzDcM9QPqW91/J+USDHo9uo8eD/8qoYjT6pGmyzYrI/P0hlYdCCQZ4KvLQqrUz2Ln2fjraWXyHkrLXusxkfNikCEiquD8q4TC4F8F/aLMF4R8UHjyTSwFoJS6Qe0pL98KEhWCQYaIyAnldbK1xt6z01paENLMhXPAHmD5/zV/KB7BFDb7L2f+dS0MMkRETiY1IQ5R494osu9KWcxOGxHshYYWHrnokr1wFUCQt/PM5FsStsz+m3dvnWuNbrKGQYaIyI6KakkBiv6NX5eaatZ3JT9Hz07ryoqa/ffBe2spyBQ2bF2tUEPjpSmjmpM1DDJERHZiS0sKYHtrin+VUFQKi7BnFQklm/1XrVBDJVUhcl+k1TIqqQqbe29mmClnDDJERHZSVEsKUHatKTHJOtMw4yup9yZ9i9MiNzPF6jEPTg4XJy9hv5fkG0DGXeO6QYBxtlrpAz9aEi6U7LxORuOlwebem61OMhidEo3IfZFI0icxyJQzBhkiIjsr75aUmGQduiy4P+LITRkDz5rAmPUnkJsZb/U488nhgqCSuRdvRFLyDWBZSyA7w7j4IRYYp9yX5Xv8IvMAPAKK/8acjMZLw5DihBhkiIgcoLCp/Ys77X/+EUdXUs9jyiFgcf8mqOlTx+px+SeHK/ZU/Rl3jSGm70pjkFmZavy7Jt+PFo8AwM9yCxVRaTHIEBGVI0ujZiyRKhRQ+fgUWib/EOLgrHgE6XVIy0yGf4ocIdJsiyOQ8thtcrjA2oAhHMBhIKgO1w2icsUgQ0RUjvKPmrGmsJFNtgwhfgYa7Ds8HwHjlVD5WA4prrDgI1FRGGSIiMrZg6NmSnp8YUOIo1OiMX3XVDx9sip+mjOt0HPZ0vIDANq0HKR5hSIhLhtK73vLEcQbjI+UYg1INKSX+P0QlQaDDBGRCypsCPHdu1m4FZSJ9u9PQFX3SoWex5ZZbNMSM7HhfwkwtHgHWJ8IIPGBvQuMfWNwBlK5G5RenEaOyheDDBGRC4rVxpqGAl9J1cJNGYMrqefhpvQyTdqm8lejUkDpR09larNhMAD1z6xCxIxxUIaHG3fEnzeOUuq7EgiqA6WXDN7+ylJfj6g4GGSIiFxMrDYWvTf3hs6gM23zrAlMOXS/jEqqglqhtut1PTNuIzBYBlW1e515pVLjUGuNlB18SyNvrh1rc/Fw1FehGGSIiFxMkj4JOoMOc9rPQZhvGC7HaTFm/Qks7t8E4fcWfOR0+S7AI8A4x86GEcbX1ubikXkAow4xzFjBIENE5OQenLUXuD9zr9AHIzezCnIytcjNjEdNnzqoH1CKYdT3ZN+6BUNSEpB2B8hMQWaiG4B7LS7xF4Bb2ca/PySz9jqMX6gxoGTcNb6ONRSciyfhgjHYZNxlkLGCQYaIyEZFLQhZFsOZ88/aC1ieubfYs/JakX3rFi736Amhu//YKs0rFGjxDuCWC+mWl4E99+vysMzaeynOGA4fXLbBJ0MPdxiXelBX0RVvskBb+YXeDyiGNHAunuJjkCEiskFxFoS0ZTizrfLP2gvA4sy9xZ6V1wpDUhKEToeQKaMgPzId6PQuEnJrAjuA0FnvQNYw0PwAF++/ofaUQyVzx9j1JwCYL9vgo9NjKYyB8dYfSdg5vkPZhBkqFQYZIiIb2LIgJGDbcOaSiAj2Ms3S66Y0BprwYC+7PEqyRF6tClTR2UDLjlAawoEdhyGt2+qhaymo4qfCzvEdTI/uzJZtyNADe4AJT9XBG4fSkZSexSDjhBhkiIiKobwXhKSyV8VPZQooDy7b4KOT4SqAULUKACf8c1YMMkRETqawOWIAmOaJKZXkG/c7mT4o/sq9/ddKfw2icsAgQ0TkRGyZIwYo5TwxyTeAZS2NK1fnlygDEAT8MQuodK8jb+HLQj2UEmNuQK/PRopKjtz4WATpk5F68wru6I1hsqweIQJAYuwDrT8PLANh7AwMTjyYD4MMEdE9hY1KKq8FFm2ZIwYo5TwxGXeNIabvSuPK1Q+6cAXYMcW4r0kLY0fe1LRSvCPXUmBBztqhwE9fFliUU6pQYNjC5XYNM0ovGaRyN+yMOpNvT94yEIeN15a7YcD01gwz9zDIEBHBtlFJ9h6RBJT/HDEPys7xhyHJfG2krLR7PxaCarv0aKSSenBBTn10NG5NnIjcyBkYcyDZtChnYswN/LZ0AXSpqXYNMt7+SgyY3hqZ2uz7G/MtA5EYm46dUWeQqc1mkLmHQYaICLaNSrL344TyniPmQdnp7rg8bAJEph6ZCjWyZfdbexAQgeRMFbTXjS0xZo86KoC8BTl1Oj3SdVnICdIgXiEzLcpZlrz9leYBhctAFIlBhojoAeU5Kqm854h5kEHvBpGph+8HH2PvXg8YDOb7D6+8CuCq6TVXtiZnxSBDRORg5T1HzINygqrCYEhEl2H14a/xtFqOHUzJWTHIEBGVkfz9X/IkZN5GWlYKbiRmlM3Q6hLw13giqBofXZDrYZAhIioDlvq/AIBEmgzP8AWQuBk7dNp9aDVRBcMgQ0RUBiz1fwHy+sBkY1SD91HFszq8VTIEeyvMji3V0GrA+mR3ebhqdZkpqkWt1P+2VACDDBFRGXqw/wtwvw/M4zUboH5AfftfsLDJ7h4k5WMke1Ir1FBJVYjcF1loOZVUhc29NzPM2BGDDBHRw6Swye4edD0R+G1U+dXrIafx0mBz782mpSUsiU6JRuS+SCTpkxhk7IhBhogqhMJm7QXKb+bechNYGwhpYn1/0ulyq4qrk1y/ivDkZODCOeiSvaCPjbFYTuOlYUBxAAYZInro2TJrL1C8mXutjUjKcylOW6w6kvORqtWQqFRwmzMdSwFgj3FmnRSVHKgdCkN8PMCV0B2OQYaIHnq2zNoL2D5zr7URSQXOVwYz8ha3I29aYqb5lPf3ZMZlI80rFDlJhgL7yEgWEoLwLb/i/PkbGLP+BCY8VQehahVyTx0F9v+Ga9fuIKlqiql8WUxcSEVjkCGiCsNes/ZaG5GUJ2+eGG+VDCk5V5DyQO4o1TwxtnbklRlXrU5LzMTa6f/AkJVruVyLd4AdqZy1txCykBCoPdS49UcS3jiUDiAdTRPS8BiAj3ecx/Fj9++bSuaOneM7MMyUMwYZIqISyj8iCQBitbEYvmcQdAad1eNKPE+MrR15PQIAv1BkXk+DISsXTzyrgbfc/LFadkwMEhYthubjefBrXJez9haiip8KO8d3MD1KTN2fjQM/7cPEp+rAp91jAIyPEseuP4Gk9CwGmXLGIENEZEFhfWAK6/+SpE+CzqDDnPZzEOYbZrFMqecSKaojbz7aDyZBcvdSge0+KhUq1wmGjCGmSFX8VKaAct3fAwDgmatFkN64sGdqlvHvqTev4I7e2Epn10VG8x4Zxt97FBh/3rigZJ574bUiYpAhIqdW1GgjoHxWpS5wzSL6v4T5hpXNPDElodcj5ON5kIeZByupWg1ZSIiDKuW6lB4ecM/Jxc6N64CN60zbXwRwYOGPOHDvtVShwLCFy0v3vekRYHxUuGGE8XV2GIAFxteyBx5TyjyAUYcqZJhhkCGiMmNLCCmMLjUFmxfOtmm0Ual/YDygqD4wgOt17JSHhUHVoIGjq/FQ8PZV4/HzNxD4yQIo7oXDy/FajFl3AotfbILwIC8kxtzAb0sXQJeaWrrvS79QY0DJ6+AdawBWphofL2ru/QhPuGAMNhl3GWSIiOzF1iHPRZEqFHgucgZUPpZXgs77gRFz9jR0VSyHppLOEWOpD0yZstOIpDyJsen2qhnlo8o2IEhTBap7ncfjFSmIV8TAp2pNVLL394xf6P2AYkgDcBgIqgOEcHZmgEGGiMqIrUOei1LUYyOVjw+kCgV+W7qg0PM8OEdMYf1fEjJv48zt2AKrUtuqxKOS7D0i6R53dwFZNue0oYcXgwwRlSl7DXm2xicwGMMWLre5H01h/V8eXJna0qrUtrI4KsmW1pYSjEjqMqw+/DWeMMTH48ZbY4B8LWCybC1UbpmQqrmaNj2cGGSIKiBHdKAtSz6BwTbXtbD+Lw+uTF03MKLAqtS2KjAqqTitLdXaFKufg7/GE0HVvKFLu47ku5fYqdfB8ka0pcYb/7wcr0W8wjhp3pVU47bCWu24OnbxMciUUnpCJuKvp1ndR+RsijNdf+9xU6z2TSmKs69dZKn/S4lXps7f2qK/A6Teuf+6mK0tpcFOvY6h9pRDJXPH2PUnAABB+ni8CGDMuhOIVxjXZjK2+MkKXSGbq2MXH4NMCenvdbA7t/EKLvxi+besXMMds7JEpWWPlhRb+q7kjRb6ac60UtXXnmsXAbaNFCpN/5cS9W8po9YWduR1LQUmzbt5BQcW/ojFLzaBT9WaAIytNW//BHw6sBbCLYyGK87q2Gb//vEG47DsWMO9zsCA0ktWYSY5ZJApIUOm8fl6jY4haP14M4tl/tl7DBd+uV+WqDTs1ZKS11JSVN8VW/qdFKUs1i5aMag5AqzM33Ix8QambP4HekPBDrAS93Soqn5bZP+XYs+6W8zZdm1ha0deLi3gXB6cNO+O3gsHAIQHeZmNYhIGP9T0qYP6ASVr6VR6ySCVu2Fn1Jl8exYYh2XjMADj98aA6a0rRJhhkCklpVqBoGqWh8Ap1SV7vk5kiT1bUmxpKSlOv5PSsmXelrvpWXj926MY8rXlBJLXUVcamm31g03hpsTbjT9CFZ8gq/1fStxHoZiz7RYmU5tt1pHXmor0WzcZefsrMWB6a/PWuvjzxnlk+q4EguogMTYdO6POIFObXSG+PxhkiMpJaSeHs2dLSnl35C3qsVFeB8nC5m2J1cZi+cuVkKaz/LglJj0Dy05nY1KzD9A8pI7FMiUKKcWc28We8jrykut6sK9Yarx9ljHw9leaBxSp1DjLr0ZaIeeWYZAhp1XUD35XGlVjz8nhyrslpbR9V4rz2MjalP+x2lj03ty70IUYAeNjoS41W9uvo2Qx53YpL9m3bsGQlGS2LSu6FKtqU4lYu+dStdrq/EZlsoxBBccgQw5RVEixZWp6V/oAyHss1Hr4W5i887bFPhx5FFI3LB/UHMFeBR99FCe82aPzrD36rlyK0xb52AgAsiWJSMm5ghQLjR/RKdFFLsQIlMHQ1RL0fymqk64tCuvIm33rFi736AmhKxjqJCoV54spB1K1GhKVCrcmTrK4X6JSIXzLrwVaR/OWMZjwVB2E+qugvXMLp9Z8hv8u34KPXmEank3FwyBD5a44nVatTU1v6zomto7ySZN622XETFEkfsG46Z6NRQMs/1C/FKfF2PUncDnHDxKFhR/6egAxKXYNIDvHd7B6Lnv0XQEAlSoVfuo4uClTLF8nMwlv73670BYXlVSF5sHNixdUinosVJS8x0Y29n+xtZOuLax15DUkJUHodJwvxoFkISEI3/JrgVYxwNhKc2viJBiSkuDToIHZ55PBXwet121M/jMRQMEh2m7KGHjWBOLS9Khffg18Lo9Bhsrdg60TEj/rIUTm6Q2tOhCWfkdJlRu3nvzvArziLf8Wk6VNw4lVi5CTVXhgcpPJsSW4K1JE4Z2zbWkpsdYKkjc51o1E4w9qa31B8s9FYU1Ro3dsaQXJC02/nz+HAB/LLQg3EjMgkSYXuebQg8NO80vIvI0JB/4Pb/5Z+LxKKqkKK7qsgFppuUWh2K0ttj4WKkoxHhvZ2knXFkovGZSZidCdtvwIifPFOJYsJKTYobGoIdp7rx7H8kuw2g+MLGOQIYeZvPM2brqX7D+slyEN/yeR4tSazwotly2R4rdKPaBzt9zioMrRoXvcdjwd84tN193x4fcWt7vLFaj/5ocY88tVi60geb95zd9xHiqvylb7guT/oLPElhYQwBh2Hq3pb7W1Re0ph0qVivln3oPEzfq/g2e4DNmStgCsBxk3aTLclAV/OwUArT4a+pxM+z8WsteU/0UpxmOjvEdC9uiky0dID6fChmhfSfVwbOVcFIMMOYzekGv1EYstdEmPIjvd8qzKeWSe3uipDiziPE9BmZtpsaUlT5xWjze+PWqxb4s6Owld43dh/jdbEaAKwJQe9eCnMn8koL0jwak1wOIXm6B6nTqFPhZ68IPOmqLCDlD0o7AqfiosH1IXb/5pnJK/imf1AmVi0q9h2ekPEJN5Goq7lh/7JGUm4e09ZfBYqDBlOOW/NWU1t4uljruAseWFj5CoWPIehcYb7v153jiiKY8dZo52Rgwy5FBFPbIoVEmPK8F5KgFYPzXMYnjQJSVg/9y/0DV+FwDg7HLL55AqFGgYHgKfUvazAWwLO7bIm0vF2pT8sdpQfH1eVeiU6kAxHwvZ0m+lqA/cYnbCtVcH3NLM7WIpsOQkJuHmW29ZbHUBjC0vHs2bM7Q85PKGaGfeioV/ihyZt2JxR3EJgI0d/D0CjKF9wwjj6+wwAAuMr2UPjKySeQCjDj10YYZBhshGVsNDFV/U+cT55m7JE6uNRZLe8mOfoqbk13hpsLn3ZqvH5zEFFWshJW/toYwEYP0g21pS+n+LtGw1MjNEwf3J14wf1tlhgCHc+nlSAV3MXWz9/JTdOuCG1PIr9iRjRT0mCl25Eu7+BUMgW14ebpaGaD8DDa7vX4n/3XvtLpeh/fsToHrg+6PAY1i/UGNAyfu/F2swzvLbd6VxbhnA2FqzYYSxDIMMEeVXnrPgFoct868UNSW/xktjFlLSUnIshIsMxGeeBna8BxgyoXRLhbd7guUTyjyA//sJ8LDyyO9e2Elb/RrWJiyBQVgKDWrkn5K9MFK5G3q92Rgqb8t9k2xly0y61uZ44WOiisXSHDP5/619AoPNhmgfvXkNc49NAdyMj4b8tDI8fjIQ47a+hUTf+63BFheW9Au9H1AMaQAOA0F1KsQEeQwyZHepCXG4diveas977Z1b5Vyjh1dhrS2AbfOv2NTJ9l6flLRMj0LChRuADwEAUhnw9AteUHm6FSym9AXklQGDlWvJw4E+e5F4MxGGjeno8qwn/APdLZ/Hu3Lh9c4rWk5T+RfV8sLHRA+/wuaYyZtfJn+YyfslqJoiCNd3vGVaVDLl+k38ffJTfNR+DnyrVQXAhSUtcYkgs2zZMnz88ce4ffs2GjdujCVLlqBly5aOrhYAIF53C2fu5l+86/6+iiY1IQ5fv/1GkUOesyVSCIWn1dE7FUFRIQQwhgyvLLXF/h3xGfEY9+c46A2F3+sq0nCEZdVHUHqQ5QLpQHxiER9s9/qkZHZcCsMPykLDhQ7+2Pr5Kfyy1trkXqkAbljZZ04qd0PIo42d8sOWLS9kibU5Zh6cX6aw7wNh8ENOZhXkZnpBZBlbYURWMHIzqxj/ri960ryKtrCk0weZ9evXY9y4cVixYgVatWqFRYsWoWvXrjh//jyCgx3XlJ+WnWys36WVmJN+02KZsNiqeBzuprIVgS41FTlZemwP6oyXe7RGqL/lDqkyT28Mqhpilw6rxWFLp09bfkux5TypkiToPSx/6OSN9HFPV0KZbb3jqK/wR9fzLyPXyqV64a1C65Bn9/GrAK4WWc5qS8q9PimJhqoA0uFfr36hw4sLLGpXQs7wG2NxO+my5YVKMscMUHAeqbxpG6Z/uxtJMuM2iTwO/lXkOHjwLJIDrI9cbNbfF96S+79sKPRx8No58aFcWNLpg8zChQsxYsQIDBs2DACwYsUKbNmyBV9//TXeeecdh9Ur02DsrPh0YAc83qquxTJ7/zqHdPxlKluRJMnUaPBIfVRXKaz/QEs1ID618OHT9qRLy7Kp06dU7oanX2tktT+FLi0Lv634FznZFjqhPiDbLQvb63yFTKnlMBMiahUaUvLo3fTYXu9ri+dRuMmwsPFbCFL4WT44M9nUb6UoulwfbE2ejF/WWtp7r0/KxnSbhhcXWNTOAawNa7bWMlKSwGKpky5bXqgwhfWdyT+PlHFE5C+mEZEmVzVI3B9lWq/JFu4yGYZXj0GK9j/opZlITzN+DiaePQPEP9C6mu+RrTP8MlEUpw4yWVlZOHr0KCIj7w/9dHNzQ5cuXXDgQHH+Ce3PPcvYOavWxc2of3OOxTKxuvo4gQBT2Yom59Z1rP0mHgYnmqTSTSrwSJ8MyD0sh5CsDAn++9UDvyw5Weh5st2ysL2e9ZCiNHih6/mX0fPsG4XXRwb0GGChBeReAInPzUKmTIun0i0PV1bn5EKz489CrwG5BzDoW+udax8wwGJH3nvufcBZ+mArbmiwpiTnKUkAqfrpp2YBhIGFylpRfWfyvif9AfibdgDV33gbmRn3fxmO0cbgozNL8FTjVxGstNxHJidHiaW/3zHNe5U311V0egA0v02BHIB7rhqSnEnY8cP9X9gkbipI3Mwf/bpLge798n1GOVnYceogk5CQgJycHFSqVMlse6VKlXDu3DmLx+j1eugfWMMnJcW4tktqEUNjiysjNRGZ2dm4VbkLUrt/bLHMrd+2I/PiIVw5cQxRqYl2vb6zMqSmIjM7G40MJ3D9h01IS38ZdfxXwFMWi1SJG5aqfaGXWOgAaiOFyMXopBT4CMutKkVdI1OWDul/SfCzviYflGo/yHIKn15eIknDhMvX4J1rvXXHPfckVLmFT/anzEqFYm0iLJ7FXYmATu8aPzQKcafQvQCUPsBdb+Bu6VbehjYR0CYiA8CDbYw5Scm4NWmS1RAQMm8e3NV+RZ6+JOcp8phFi8yOySt/dvhwm8oDgNTPD7kaTYF/o2ygyCH3RCZeXgha9x0Myclmmwv7nrRECmCiDHhHuhiJPhKLZVTuKix6JQoyYQzfuuS7OPjJbmy5Xi1fSfPm11yJG56uEg9/+b0WoVxv/J7yNr5flf8DMxbA/Z/BUrkbXnjnUbuHmbyf20IU3voN4cRiYmIEAPH333+bbZ84caJo2bKlxWOmTZsmAPCLX/ziF7/4xa+H4OvGjRuFZgWnbpEJDAyEu7s77twx/53zzp07qFzZ8rDLyMhIjBs3zvQ6NzcXiYmJCAgIgERiOb2WRGpqKkJDQ3Hjxg34+PjY7bwPK94v2/Fe2Y73yna8V8XD+2W7srpXQgikpaUhpIhHuE4dZORyOZo3b45du3ahT58+AIzBZNeuXRg9erTFYxQKBRQK8zVz/Pz8yqyOPj4+/CYvBt4v2/Fe2Y73yna8V8XD+2W7srhXvr6+RZZx6iADAOPGjcOQIUPQokULtGzZEosWLUJ6erppFBMRERFVXE4fZPr374/4+Hi8//77uH37Npo0aYJt27YV6ABMREREFY/TBxkAGD16tNVHSY6iUCgwbdq0Ao+xyDLeL9vxXtmO98p2vFfFw/tlO0ffK4kQRY1rIiIiInJOJZ/Qg4iIiMjBGGSIiIjIZTHIEBERkctikCEiIiKXxSBTiGXLlqFGjRpQKpVo1aoVDh06VGj5H374AXXr1oVSqUSjRo3w22+/lVNNnUNx7tfKlSvRvn17qNVqqNVqdOnSpcj7+zAp7vdWnnXr1kEikZgmiKwIinuvkpOTMWrUKGg0GigUCtSuXbvC/F8s7r1atGgR6tSpA5VKhdDQULz99tvIzCx6pXRXt3fvXvTq1QshISGQSCTYtGlTkcfs2bMHzZo1g0KhQEREBFatWlXm9XQGxb1XGzZswJNPPomgoCD4+PigTZs22L59e9lW0j6rIj181q1bJ+Ryufj666/F6dOnxYgRI4Sfn5+4c+eOxfL79+8X7u7uYt68eeLMmTPi3XffFTKZTJw6daqca+4Yxb1fAwYMEMuWLRPHjx8XZ8+eFUOHDhW+vr7i5s2b5Vzz8lfce5XnypUrokqVKqJ9+/aid+/e5VNZByvuvdLr9aJFixaie/fu4q+//hJXrlwRe/bsESdOnCjnmpe/4t6rNWvWCIVCIdasWSOuXLkitm/fLjQajXj77bfLuebl77fffhNTp04VGzZsEADExo0bCy0fHR0tPDw8xLhx48SZM2fEkiVLhLu7u9i2bVv5VNiBinuvxowZI+bOnSsOHTokLly4ICIjI4VMJhPHjh0rszoyyFjRsmVLMWrUKNPrnJwcERISIubMmWOxfL9+/USPHj3MtrVq1Uq89tprZVpPZ1Hc+5WfwWAQ3t7eYvXq1WVVRadRkntlMBhE27ZtxZdffimGDBlSYYJMce/V8uXLRVhYmMjKyiqvKjqN4t6rUaNGiU6dOpltGzdunGjXrl2Z1tPZ2PLDedKkSaJBgwZm2/r37y+6du1ahjVzPrbcK0vq168vZsyYYf8K3cNHSxZkZWXh6NGj6NKli2mbm5sbunTpggMHDlg85sCBA2blAaBr165Wyz9MSnK/8svIyEB2djb8/f3LqppOoaT36oMPPkBwcDBefvnl8qimUyjJvfr555/Rpk0bjBo1CpUqVULDhg0xe/Zs5OTklFe1HaIk96pt27Y4evSo6fFTdHQ0fvvtN3Tv3r1c6uxKKvLne2nl5uYiLS2tTD/bXWJm3/KWkJCAnJycAssgVKpUCefOnbN4zO3bty2Wv337dpnV01mU5H7lN3nyZISEhBT4sHjYlORe/fXXX/jqq69w4sSJcqih8yjJvYqOjsYff/yBgQMH4rfffsOlS5cwcuRIZGdnY9q0aeVRbYcoyb0aMGAAEhIS8Nhjj0EIAYPBgNdffx1Tpkwpjyq7FGuf76mpqdDpdFCpVA6qmfObP38+tFot+vXrV2bXYIsMOdxHH32EdevWYePGjVAqlY6ujlNJS0vDoEGDsHLlSgQGBjq6Ok4vNzcXwcHB+OKLL9C8eXP0798fU6dOxYoVKxxdNaezZ88ezJ49G5999hmOHTuGDRs2YMuWLZg5c6ajq0YPibVr12LGjBn4/vvvERwcXGbXYYuMBYGBgXB3d8edO3fMtt+5cweVK1e2eEzlypWLVf5hUpL7lWf+/Pn46KOPsHPnTjzyyCNlWU2nUNx7dfnyZVy9ehW9evUybcvNzQUASKVSnD9/HuHh4WVbaQcpyfeVRqOBTCaDu7u7aVu9evVw+/ZtZGVlQS6Xl2mdHaUk9+q9997DoEGD8MorrwAAGjVqhPT0dLz66quYOnUq3Nz4e24ea5/vPj4+bI2xYt26dXjllVfwww8/lHlLO79TLZDL5WjevDl27dpl2pabm4tdu3ahTZs2Fo9p06aNWXkA+P33362Wf5iU5H4BwLx58zBz5kxs27YNLVq0KI+qOlxx71XdunVx6tQpnDhxwvT1zDPP4IknnsCJEycQGhpantUvVyX5vmrXrh0uXbpkCnsAcOHCBWg0moc2xAAlu1cZGRkFwkpeABRcgs9MRf58L4nvvvsOw4YNw3fffYcePXqU/QXLrBuxi1u3bp1QKBRi1apV4syZM+LVV18Vfn5+4vbt20IIIQYNGiTeeecdU/n9+/cLqVQq5s+fL86ePSumTZtW4YZfF+d+ffTRR0Iul4sff/xRxMbGmr7S0tIc9RbKTXHvVX4VadRSce/V9evXhbe3txg9erQ4f/68+PXXX0VwcLCYNWuWo95CuSnuvZo2bZrw9vYW3333nYiOjhY7duwQ4eHhol+/fo56C+UmLS1NHD9+XBw/flwAEAsXLhTHjx8X165dE0II8c4774hBgwaZyucNv544caI4e/asWLZsWYUZfl3ce7VmzRohlUrFsmXLzD7bk5OTy6yODDKFWLJkiahWrZqQy+WiZcuW4p9//jHt69ChgxgyZIhZ+e+//17Url1byOVy0aBBA7Fly5ZyrrFjFed+Va9eXQAo8DVt2rTyr7gDFPd760EVKcgIUfx79ffff4tWrVoJhUIhwsLCxIcffigMBkM519oxinOvsrOzxfTp00V4eLhQKpUiNDRUjBw5UiQlJZV/xcvZ7t27LX7+5N2fIUOGiA4dOhQ4pkmTJkIul4uwsDARFRVV7vV2hOLeqw4dOhRavixIhGAbIhEREbkm9pEhIiIil8UgQ0RERC6LQYaIiIhcFoMMERERuSwGGSIiInJZDDJERETkshhkiIiIyGUxyBCRU8nIyMBzzz0HHx8fSCQSJCcno0aNGli0aFGhx0kkEmzatKlc6khEzoOLRhKRU1m9ejX27duHv//+G4GBgfD19cXhw4fh6enp6KoRkRNikCEip3L58mXUq1cPDRs2NG0LCgpyYI2IyJnx0RIRFUtubi7mzZuHiIgIKBQKVKtWDR9++CEA4NSpU+jUqRNUKhUCAgLw6quvQqvVmo4dOnQo+vTpg/nz50Oj0SAgIACjRo1CdnY2AKBjx45YsGAB9u7dC4lEgo4dOwJAgUdLFy9exOOPPw6lUon69evj999/L1DPGzduoF+/fvDz84O/vz969+6Nq1ev2lwXANDr9Zg8eTJCQ0OhUCgQERGBr776yrT/v//+w9NPPw0vLy9UqlQJgwYNQkJCgj1uMxHZiEGGiIolMjISH330Ed577z2cOXMGa9euRaVKlZCeno6uXbtCrVbj8OHD+OGHH7Bz506MHj3a7Pjdu3fj8uXL2L17N1avXo1Vq1Zh1apVAIANGzZgxIgRaNOmDWJjY7Fhw4YC18/NzUXfvn0hl8tx8OBBrFixApMnTzYrk52dja5du8Lb2xv79u3D/v374eXlhW7duiErK8umugDA4MGD8d133+HTTz/F2bNn8fnnn8PLywsAkJycjE6dOqFp06Y4cuQItm3bhjt37qBfv352utNEZJMyW46SiB46qampQqFQiJUrVxbY98UXXwi1Wi20Wq1p25YtW4Sbm5u4ffu2EMK4Um716tXNVqN+4YUXRP/+/U2vx4wZU2Dl4erVq4tPPvlECCHE9u3bhVQqFTExMab9W7duFQDExo0bhRBCfPvtt6JOnToiNzfXVEav1wuVSiW2b99uU13Onz8vAIjff//d4r2YOXOmeOqpp8y23bhxQwAQ58+ft3gMEdkfW2SIyGZnz56FXq9H586dLe5r3LixWafcdu3aITc3F+fPnzdta9CgAdzd3U2vNRoN4uLiilWH0NBQhISEmLa1adPGrMzJkydx6dIleHt7w8vLC15eXvD390dmZiYuX75sU11OnDgBd3d3dOjQwWI9Tp48id27d5vO7+Xlhbp16wKA2TWIqGyxsy8R2UylUpX6HDKZzOy1RCJBbm5uqc/7IK1Wi+bNm2PNmjUF9j3YcbiwuhT1XrVaLXr16oW5c+cW2KfRaEpSbSIqAbbIEJHNatWqBZVKhV27dhXYV69ePZw8eRLp6emmbfv374ebmxvq1KljtzrUq1cPN27cQGxsrGnbP//8Y1amWbNmuHjxIoKDgxEREWH25evra9N1GjVqhNzcXPz5558W9zdr1gynT59GjRo1ClyDQ8WJyg+DDBHZTKlUYvLkyZg0aRK++eYbXL58Gf/88w+++uorDBw4EEqlEkOGDMF///2H3bt3480338SgQYNQqVIlu9WhS5cuqF27NoYMGYKTJ09i3759mDp1qlmZgQMHIjAwEL1798a+fftw5coV7NmzB2+99RZu3rxp03Vq1KiBIUOGYPjw4di0aZPpHN9//z0AYNSoUUhMTMRLL72Ew4cP4/Lly9i+fTuGDRuGnJwcu71fIiocgwwRFct7772H8ePH4/3330e9evXQv39/xMXFwcPDA9u3b0diYiIeffRRPP/88+jcuTOWLl1q1+u7ublh48aN0Ol0aNmyJV555RXT8O88Hh4e2Lt3L6pVq4a+ffuiXr16ePnll5GZmQkfHx+br7V8+XI8//zzGDlyJOrWrYsRI0aYWpxCQkKwf/9+5OTk4KmnnkKjRo0wduxY+Pn5wc2NH61E5UUihBCOrgQRERFRSfDXBiIiInJZDDJERETkshhkiIiIyGUxyBAREZHLYpAhIiIil8UgQ0RERC6LQYaIiIhcFoMMERERuSwGGSIiInJZDDJERETkshhkiIiIyGUxyBAREZHL+n9yrF0F3cNs1wAAAABJRU5ErkJggg==", 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    " + "
    " ] }, "metadata": {}, @@ -3187,131 +2588,2732 @@ } ], "source": [ - "ds_sleap_video2 = load_poses.from_sleap_file(video2_sleap_preds_file, fps=30)\n", - "\n", - "result_sleap_video2 = analyse_video_predictions(\n", - " ds_sleap_video2,\n", - " individual=\"individual_0\",\n", - " needed_keypoints=[\"centre\", \"tail_base\"],\n", - " time_range=(1 * 60, 10 * 60),\n", - " rois=rois,\n", - " confidence_threshold=0.6,\n", - " interp_max_gap=1,\n", - " plot=True,\n", - " plot_keypoint=\"centre\",\n", - " plot_frame=plt.imread(video1_frame_file),\n", - ")\n", - "\n", - "print(\"SLEAP: video 2\")\n", - "print(\"Open to closed arms ratio:\", result_sleap_video2)" + "# Create a new figure with confidence histograms for each keypoint\n", + "fig, ax = plt.subplots()\n", + "for kp, color in zip(sleap_kpts, colors):\n", + " data = ds_sleap_video1.confidence.sel(keypoints=kp)\n", + " data.plot.hist(\n", + " bins=50, histtype=\"step\", density=True, ax=ax, color=color, label=kp\n", + " )\n", + "ax.set_ylabel(\"Density\")\n", + "ax.set_title(\"Confidence histograms per keypoint\")\n", + "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Exercise 6:**\n", - "\n", - "- Use the `analyse_video_predictions()` function to compute the time spent in each ROI for each video and each software package.\n", - "- Which mouse (`sub-01` or `sub-02`) was more anxious? Do SLEAP and DeepLabCut agree?\n", + "As we can see, the confidence score distributions differ widely across keypoints, as some keypoints (e.g. `centre`) are easier to detect than others (e.g. `tail_end`).\n", "\n", - "**Solution:**\n" + "For the following steps, we arbitrarily choose a threshold of 0.6, i.e. points with confidence scores below 0.6 will be excluded from the trajectories." ] }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "DLC: video 1\n", - "Open to closed arms ratio: 0.8195652173913044\n" + "\n", + "Missing points (marked as NaN) in input\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 4494/18485 (24.3%)\n", + "\t\tleft_ear: 513/18485 (2.8%)\n", + "\t\tright_ear: 533/18485 (2.9%)\n", + "\t\tcentre: 490/18485 (2.7%)\n", + "\t\ttail_base: 704/18485 (3.8%)\n", + "\t\ttail_end: 2496/18485 (13.5%)\n", + "\n", + "Missing points (marked as NaN) in output\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 6866/18485 (37.1%)\n", + "\t\tleft_ear: 1017/18485 (5.5%)\n", + "\t\tright_ear: 1497/18485 (8.1%)\n", + "\t\tcentre: 499/18485 (2.7%)\n", + "\t\ttail_base: 1329/18485 (7.2%)\n", + "\t\ttail_end: 5593/18485 (30.3%)\n" ] - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "result_dlc_video1 = analyse_video_predictions(\n", - " ds_dlc_video1,\n", - " individual=\"individual_0\",\n", - " needed_keypoints=[\"centre\", \"tailbase\"],\n", - " time_range=(1 * 60, 10 * 60),\n", - " rois=rois,\n", - " confidence_threshold=0.98,\n", - " interp_max_gap=1,\n", - " plot=True,\n", - " plot_keypoint=\"centre\",\n", - " plot_frame=plt.imread(video1_frame_file),\n", - ")\n", - "\n", - "print(\"DLC: video 1\")\n", - "print(\"Open to closed arms ratio:\", result_dlc_video1)" + "# Set all position values below the confidence threshold to NaN\n", + "# The thesholded data will be stored in a new data variable\n", + "# called \"position_thresh\"\n", + "ds_sleap_video1[\"position_thresh\"] = filter_by_confidence(\n", + " ds_sleap_video1.position, ds_sleap_video1.confidence, threshold=0.6\n", + ")" ] }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 26, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DLC: video 2\n", - "Open to closed arms ratio: 1.6524008350730688\n" - ] - }, { "data": { - "image/png": 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Box/9aHbs2MErXvEK1tbWBtv1j7u0tLRpmPOxj30s11xzDRdffPGg/de+9rUsLy9z3nnn3WJfM575zGfy7ne/mwsvvJBjjjmGH/3RH73FfR772McSQuB//a//NVj+mte8BhE5rDZuSzzgAQ/guOOO4w/+4A+YTqft8te//vWb2j5shic96Ul47/nzP/9zLrnkEh7/+MeztLR0yH0e+9jH0jQNv//7v98uCyFsSmDPOuss/vVf/5Xrr7++XfbP//zPfPSjHx1s571HRAaK2GWXXcZb3/rWwzqPQ2HXrl086lGP4s/+7M/Yv39/u/yNb3wjBw4cuMVw85Oe9CRuuOGGDfcdunF7uN+BW4N8H27Nvk95ylP4+Mc/zrve9a4N6/bs2UPTNLe6HwUFtzWK8lVQkHDuuedy1FFHcf755/OCF7wAEeGNb3zjYYVBzjvvPC644AJe8YpX8NnPfpZHP/rR1HXNV77yFS655BJ+93d/lyc/+cns3LmT17zmNfz7f//veeADH8jTn/50jjrqKP75n/+ZlZWV1q/rnHPO4eKLL+ZFL3oRD3zgA1leXuYJT3gCP/dzP8cf/uEf8uxnP5tPf/rT3OUud+Ev//Iv+ehHP8qFF164IRfrUHj605/OS17yEv7mb/6Gn//5nz8sI9EnPOEJ/OAP/iC/9mu/xmWXXcb97nc/3v3ud/O3f/u3vPCFL2yVvTsKdV3zm7/5m1xwwQU88pGP5KlPfSqXXnopF1100WHlfAEcf/zx/OAP/iCvfvWr2b9/P0996lNvcZ8nPOEJPPShD+VXf/VXueyyy7jXve7FX//1X29KmH/2Z3+WV7/61TzmMY/huc99Ltdddx1/8Ad/wL3vfe9BXuHjHvc4Xv3qV/MjP/IjPP3pT+e6667jda97HWeffTaf+9znDv+ibIHf+q3f4txzz+W8887j537u57jyyiv5H//jf/DoRz+aH/mRHznkvs961rN4wxvewIte9CI+9alP8bCHPYyDBw/y3ve+l1/4hV/gx37sxw77O3BrcP/73x/vPb/927/N3r17GY/HPPKRj9wyrwzgxS9+MX/3d3/H4x//+Na64uDBg3z+85/nL//yL7nssss49thjb1U/Cgpuc9xp8ywLCu4AbGU1sZUFwkc/+lF98IMfrAsLC3ryySfrS17yktaaoT/dfTObAFWzODjnnHN0YWFBd+zYofe97331JS95iX7zm98cbPd3f/d3eu655+rCwoLu3LlTH/SgB+mf//mft+sPHDigT3/603X37t0KDI517bXX6nOe8xw99thjdTQa6X3ve9+BtYFqZ6vwyle+8pDX57GPfawC+rGPfeyQ2/Wxf/9+/eVf/mU9+eSTta5rvdvd7qavfOUrB1YZqreN1cQll1wy2G4zuwhV1d/7vd/TM888U8fjsT7gAQ/QD3/4wxva3GpfVdU/+qM/UkB37NixwQJEdfP7feONN+ozn/lM3blzp+7atUuf+cxn6mc+85lNj/Fnf/Znete73lVHo5He//7313e9612btvnHf/zHere73U3H47He4x730Isuukj/y3/5LxvG8K21msj4yEc+oueee65OJhM97rjj9HnPe15rT3JLWFlZ0V/7tV/TM888U+u61hNPPFGf/OQn69e+9rXBdofzHTjjjDP0cY973IZjbGbL8Ud/9Ed617veVb33g+/hVm2o2hh96UtfqmeffbaORiM99thj9dxzz9VXvepVOp1OD+t8CwpuT4jqbZS5WlCwjfDMZz6Tj3/845u6rX834Sd+4if4/Oc//11/HgUFBQXfTSg5XwUF3wKuvvrq7/rQxdVXX83f//3f88xnPvPO7kpBQUHBtkLJ+SoouBX43Oc+x1vf+lY+/OEPbyhJ892CSy+9lI9+9KP8n//zf6jrmgsuuODO7lLBt4FrrrnmkOsXFha+4yxECgq2Owr5Kii4Ffjrv/5rXvva1/K0pz2Nl770pXd2d74lfOhDH+I5z3kOp59+On/6p3/KiSeeeGd3qeDbQPbw2grnn39+W0y8oKDgOwPbKufrda97Ha985Su55ppruN/97sdrX/taHvSgB93Z3SooKCj4lvHe9773kOtPPvlk7nWve91BvSkoKDgcbBvydfHFF/OsZz2LP/iDP+D7v//7ufDCC7nkkkv48pe/fMhpywUFBQUFBQUFtyW2Dfn6/u//fh74wAe2JoExRk477TR+8Rd/kV/91V895L4xRr75zW+yY8eOb7vGWkFBQUFBQcGhoars37+fk08+eUMt2yMB2yLnazqd8ulPf3qQo+Oc41GPehQf//jHN2y/vr4+KEB71VVXFdm+oKCgoKDgDsY3vvENTj311Du7G7c5tgX5uuGGGwghcMIJJwyWn3DCCW1Nuj5e8YpX8F//63+9o7pXUHC745gFx11Prjhhd+TYoyesT9fZv6+hrjz7DzbcvB+mM4hJB1fss0bwHnYvVywuRpxYcXGJkDVgBXReEJa0XmAgFmu3gaow1N0lHznt7xAX8a7zxIkKREHVEVEQcN4Nj4GmvgkgCA7nBEQRARGHiB1YVYkhElVsa7GTE3Uo1r+mASQgEoGaQENoFI2ajhGJEVbWYLYOy0vCzp0jQpixOBrbNd53gLUpXH09XHYTHLxVd6+gYPvi1lTt+G7CtiBftxYvfelLedGLXtT+vW/fPk477bQ7sUcFBd8eRATvI7WLjCsgOKbeUXlH7QXnFHHgtCNVACHxoRAiIHgPoiAuvaeNVTKvElBry/7aLEwvtq2CDlibLTfS5gDBCTgB7xLJixgTUyGqgEt9EYCYXkaw2h60pEsT8crbK6oQnSNGxblcyNkhKkSMYGWiZv0SXBSchyiStldiVCoH6qGqhKoSvAijSqg8VF6oneJzX7dFskdBwbePIzXVZ1uQr2OPPRbvPddee+1g+bXXXrvpNPvxeMx4PL6juldQcPtDwKmpQCIOVSMO+R+2iKlKAyqUiE9UmM4is+CoKsGJGnEyYalVt2xf7dSs3N6Gfztjj3ukvfqKGC710zohOd9DY6qzqYk8Sfp/QNWOKyKJ+Ckdw3Fpv0hmdxFBnKIa2mOrOrLGJknRGqpoVTq2IBITKZNO3dPeGamiGglhhpcaNCmJFN5VUFCwTRzuR6MR55xzDu973/vaZTFG3ve+9/GQhzzkTuxZQcEdA08XhBNJ6lQiDZo1K+nxpB6pQmAWYDozyUt76xEZhPw6VSmv125TNuFhmY5IpiXRwnsSyCpWr/WN+w3ojKlWtCTK0YUyjVwpiiYSphE02t+qRrS0JUhqBAqSxBe740hW0xRxsVPGeidpxRiNcIUYyEy0EK+CggLYJsoXwIte9CLOP/98HvCAB/CgBz2ICy+8kIMHD/Kc5zznzu5aQcHtCuNI/cd+PwzXI0VzJMo5U7eMQMB0qh3xGjY3/DjHMHTDBr2O5Y/K4KdgX0kzEiTtclVJBAvE5C4LWEoilz2aJ32NrU1UE5BgREw19c+jqoiz9jQds1PGpO2Pw4HzKKE9YcFhxBGcuFZRdDgqJ3gn1tfhaRcUFGxTbBvy9dSnPpXrr7+eX//1X+eaa67h/ve/P+985zs3JOEXFBxpaBPJgVbXyUpOj5RtSgqyOqYwa6BpFD/4V8NIimtjd91hRFJoUuc4l0p7XAvX2d+dfpUUq0QOo0Z8yuGSfqNg8lW0UKAlf1mjTryRJsk5W202Wb/rmFKmFl+V7qVENFoulyqWsN9rw2HJb5azFi0/LJ+369RA56CuHF4Gl6agoGCbY9uQL4DnP//5PP/5z7+zu1FQcIejH4AzfiFtSJAe78hIATw0RfFEIMxgbVWpFoVKPEhjG+d8K3KGlLY0x9GpYTEtFJlLLmtT9bNi5dNBZ2l7DxLT+gqcJdZbjv0wNGlqXgTxtn1KrLfPnbRmOWI57y11NG0fTfNCiSkRP5Mpac8XAS8u9UIgNvT5n0u5ZyKKd5bMDzmLrKCgYLtjW5GvgoLtChN2HBDaGXpAR7xcR75Sqlb7Ug8+QgwwXYcwqqhra8sayATIVClJ4b8ujyutnU/Z6kPywpRQTzcrUdSlsKJCdMnyIe3iXI+0WRjRzi9mWa09QD5v1UjK27cj9RL0LYqZyFc7S1IG1yxqTEpYIpcq7fWTjrZ2JHera1BQULBtUchXQcE2QA6FOXE451pi4F2FMEvJ42SLrZY3CWbzEL2ta5oUimM6TH/vSWg526ptoM+FyDlb6Rgp3NgpcrR7t55cRDuAzpM5B2JTCSxhPqbP3f5ZibPjAr3k+sFkgRQ2dSLtYQSz4DDly6XNQmoj5XVlcpXDrq1CZlqjeZWR/MQK+SooKDAU8lVQsA3gveCc4H1nMSEiPSKWNmxDg917tpzAWYrVbKaMRx4vIBIGx2mbUW29v5SU1tVupXQqVE7hykpZFwpsvbryNEIJwCzlhLmUm9ULV0qaIUC0ZPhW7SL3YmAt4XKo0TpM652hRpaMn7n0yiQuG7raBZGk/HXkMYU41SXy5s0brR/mLSgo2PYo5Kug4AiHAOIsFyq7wfcJV3ayh16krkeWsvqlHmID69PAZCJ458mqUtZ5yEpV2lOJ7UzEfn/6+WaQRa1EyDAFKudqmYqVM/hB+54OaQ9JMdKkcc2dfT7XzoOsCyWmNtTIVIx9dc0P2uioJO3sRiS2qlcmqeIirnIQ7Ro5p3jvcBLMNPYQ96qgoGB7oJCvgoIjHAJUongf2zI7QJd/HjvylXfI8/ryuxeIzrK81htoVBhJNIVHMGv8Lv0cMF2I6FAJXUpX2kKJ2S2iVZok9UXEFCpznPeJKLWsySwi5pPGJKlVZA+urFBlZS7RQ/Ep7Jg5U28OokpS4CJZ1TIOGAbHkx590qySRbusJqYFqipNokxzB0ju+aJF/SooKCjka5timARccGRDxMhTJZg7fV5umtRA+eoPjZSShUZTorwowUETIVLhqhlOsy1EmvlIaMN37ZGUXuPQmZcO+7hJz9POObFfuqmTOdwXNYUns4LVm0jQDykSURzgcU5aApZzvzb2o8vbUrIBa18S7Niq9lK+SFqduBTSdSCpRlK27CjfvIKCgkK+tiXKP//bCQJUznKc8iy9lqQkt/fYJwXJ9ipbW2XVSsSKbIcIYSYYkYmtbUOSn7BAoEsFsEObztWGBOdy1IHWVNUlcjOwdki6k/TqGVmfjIDlkGJb7gdTsCIRIVlUuNx2Lq8U2lJF2ibyW8J+DkkaP8tqWZNIVueEP6g511P1LJHfdflfadakc47KD3PkCgoKticK+Soo2AbwzhLunUg749G50OVKqZEq53reXPSUING2wLVzcHD/lIUJLE4UjSDRSve0Uw0JqFZp2Rzxgh7BMrS7iTMSJl14VFUQohnDqmvDfjbDMitvXR3GHArMuWaqYmFBB61ilYW0JEWpzuXCtW74mpQyY4wxdsS1Tx57cVVQRaiASNRIjDEZtTqqGpwEyu+fgoLtjUK+CgqOcFjCfVJ0suWEczbbr+ftoCnEqFtkhAtZPYOwLmioqColxhlhvYtVdkSqGQS4+zMPpW1R0wE1RfRSGLG1gVBUc+JUw0bVSTILo/MVy7MTcw6Xtn93ZZZsWxFw3jNfBxIJFtZU0OjRRFIlEb42hJh9xfp1IFN4UzUSQw7D2r51JbiS9FVQsO1RyFdBwRGOTHRa5SsRKJutmMNsXaHtliLNzXqELvQYJbK6Flhckh7hykfKJGY4o7Hdog0P5jexeY2iCD4lusfeMXPtxDopVh1JygTNOpzqK+ZjZbKU9mlDleSyRaZqbZKchhEsTZYVKT9Ou3AiREIbQZRWQbM+OTRCCMFy4rTCiVlOuCoa6S3Rx4KCbY1CvgoKtgGyfYN3FjrM2VNtDvzcZ1UrB+QSscrlcTSFHpsKDq4FxivCqAanistKEpvN6MtHjC2hyyao2vpfuUS+ILOTTHQ6W4islsW2Q234sHccyUTMiRXLRnAqpmhZL3BS0Sbv5+vUCmOxVbokFRzKif3O2QVUIjE4QiDVgFQ0SgrhzmiCUjmPOI/zFc6lkkW3+u4VFBQcaSjkq6DgSEdOZs8z77JylGogAq16pX3WpHPUJEX1RMBX0DSwPrNk/qHCtUnOGJBLBLWzEAetJ6KTyFS/wbb+IplkJX+tXshRenUb82zLzhIib6NtWNDh0uzHmDPFUh9yfpdrGWlM1yYGc/fP+WUxWGnJ2SwSGtpakbavt7JIbX5dl0lX0r0KCgoK+Soo2AbIuU4ukZQYLWzmDiMBqZ9elT/6FK2brSmhNj8rc8dq5wymLbtcrpZsaa8oNxZqNNUr9JYP87o6T66uHaFHJPs5W6It0bOoYk7E79hlNwEgtn2NUVsFy96tsLZGI14hf06zQ7MAF7PPas6pw+F9hbraiFfrkF80r4KCAkMhXwUFRzgEcEnh2lAkujNob4N6Azqm8wvStmnZbAZNgNonWiRdODE3MEi6bz/l/CyXluckqNA7ZFaibHnXy/kOZlPU3DeHOCVG8wdzySIialLLUDT23fDtU9MEYrQalzn3zKGI80kfC8mvKxMpIcaY1C9oNJE5F/FVQGvL73I+q24xkb2CgoLtjkK+Cgq2AXLUK+d+2TLXhtIOZf6pynCGXiZrDpqZvULVy8jKZAOXbB56yfGDBPdeg70k/M7uAXIZItU+NYy9z5k8hRRGzCeaqFX0IBBjMI8uScnzSU3LIUHnTK0CRZzipE59C4BHo9CEpguBSgBVQoRmFokqxKbLdhOZ4VzEe8WJETchILE43BcUFBTyVVBwxMMLpjCpoNEhWuHFoeKZosZlUnmcDci5Vom0SI9IZfVrOoXJgjno28abimXGuVLOlsyRJ9Uhqcp2Eimal7hUL/7ZzpaMNjOyN2MxalbUXOfjlU+wN6nA8sQ6Jc77vCa2OWQ5kV/EUVV1OwHACJ3g8On4ijgxWwpNNS0ln2VMGWZGxEptx4KCgkK+CgqOcGSiFGMiX4iRL+dwMhuEG5PY1GLAx/p2CnmZt8T7qALecqIIpArTmVh1jQ1SzpOhmBJapYwcuuslyYsIzhm5QROhkmDhxXSCmUdFbYjqzFbDpeT3RO7MrDWpU4mIOck5WV2Omapv+5zNVTXOUCTN+gxAJAZJ7SZFMXVfNbZO+DnsmihlVzmgoKBgW6OQr4KCbYBOPTI1x4l2sx832z5/6Od89ZO3EpyDMIP1NXBjQWdqBaaTQ/xgtmPbhzxtMqXJt3lRsZ1NaYnrAhJxTnszBl1qwydylf3JPGDZ8Lm2YkvOIJUIsv1z/pWkWY/SmrLaSXYzKzuFzfLA8jpz8zfPr9gm/XdqoLZGsznHrjV57V/bgoKCbYtCvgoKjnDk0F1VOXzVN1Q1ZrWl9cEwU74lRv02fVq3clCJjf3tEh/JZq6S3knLjFylv72ZthpR0pbgGNHyrampteGS8mUHtfqLppgJFcgavhLz2jJKlZSxlOfldHAinSLVhTmHF60n2WVXe7AAoiq4aNYYaq6pVuPSYrga7fhOHD7lkzmnSA6TFhQUbGsU8lVQcIRDyCRHUo1Hs1+AOcKRt99CmhFapwYjK4mMqYNZBF97JlXEpSrdzncELKtgkltyoGKKFi6H6IwKdr5eKeToc9HsFG7McyHVEWK0fVxIeW3e/FFzSljOVcs1LAdUMwdB+8n+ya0+m7uSvL3QpJ5FgoZ0/IAG8/my0GOeeWm5YKazOTNZTcrdZte7oKBg+6GQr4KCIxx9FcpyljKhSIWAcoiMLj8sL8c2b/O12tBhL6m+b4paVw5PIMbOFd/5+R51BEjS/zLRMqJkbK0L2WX3sPn9Fe/TQXoWDtm7LJ+HtHYXNs8x07ye40aPcWp7jha+hI6YRQR7aazQ6IhxRowYA82hReeo6xHSGAt03uFFEW0shFr4V0HBtkchXwUFRziMfKnZHhCJUQiNkRrVaRtOdJmkSU4cpwu19UKO2cRdUuK6AhJguh7QBVO1MifqOjH3OYtLqsnVPjvSS3KF79QvY36J4WWG2JK1XPfIo2JFrG0/U9M0xzezuiUgKl27lgZPR70iWeVCHWhsQ7QiWDgxWs6XZtbqSDKgETDvvJFCVcQn1UsiaJpYUMhXQcG2RyFfBQVHOESEqhZGI6hry6EKAbyviLpuNCRzm5SPlUsnZvOH5DBhPCPNDFTpbCe8g1mjNAF8Szb6GlXuTHqbO6i09R1ziM82kqSoWUL9HCEbNBgHeVqWEN+pZZrbGVhW5G1jG0/NSf6Wu+XabY2M2mzOHF4UScQRRVNIU1HEOctRqxxVXeNqj6/ApdBniTwWFBQU8lVQcITDe2E0ckwmjsnEIy60gbiMTflA2mRjQv5wX8VCi00Ds6ljXAttmFBNJSKRqby3pJigOKWth0ieDCDteuuASwQtG5wmVasVkXRjwnzbVuwlq5njfUfSBMQjSe2iZ0cxUMayYWtO9MehxC5LbVDUW5OS6PBOqSqXZpZa0XA0bnI9CwoKthsK+SooOMIx8o6RrxhVUFUQ2/yp2M4+BJJPVi/Xi2459HO7dLi8lzO2th5ZWPDJsNQ2kt72bR5WUoDMeT+AupRflWYSIm0/hOwVlvPUHOIyuetPHOj5Ymg/3JhinO2JRaBK/e8IYXchXJqVmNZGem1L17cUm9WY8s3awt2JUGogamNXIEqaINAnawUFBdsVhXwVFBzhsDCgb5PPo2brBNebWdjlec0Tsm6WIp0S1qpJ2uaLITCdKU1Qak9HSBJa3pbDm9LRIwYO9D5NCMg7KuKaLtmsJUEMt0lH0ZT3ZeRJjdyhoBWanP7Nst/MUlGXajamcKMKZnPhU3c0Gafma5SVNx0U1k6RzXR9hKiBGGaE4InR6kbGoBvJbUFBwbZDIV8FBdsAUYUmOJrGoS6rTg5CT2HKxIGOSLQpVSKdgiW99QlZFwoR1lYD47r1ks81tNvZkq0QphDbvDHXhus6JDrleiFE7WZC9tGGMXvKmU0o6MlzQHbIV40oRso6Z3t6als+q1772H7isr0FaGPka7h1viBKVLv2UWMivTK/ZUFBwTZEIV8FBUc4YoRpo8xmQoieIIKKIJVA0ylZArjeBD4yGRHwOUssEzIleW8ZsueXqNV6bKJQ+56tQqt2pXI/vWSyTJxUupyvzPykPWjKw+rVXMyWFKqKEi2yOEjGN3+wPDNRxLUJ76IOpCZLVdnfK6ZEexFnsyKTE77NZIw4cVZKSSPeBUIOfyZZT9LxzSpMjHzhiA6CKOoEfCFfBQXbHYV8FRQc4YgaWV9vmE4rgjoQn8hQF/vbMBsx/dmG03phNeNN0luYCJuYMNU0Fn6sKlAcLqtVbtblUmkmPf1XdrWnJWAWFrU5l8YDzTsre4KZmmZ2EaqZ+Ni7c2IJ/TlnLIUjtbWjSEROLCRoNSSzspZ9w5JBK2phSs3h2kw+Y0tQNeeWgYVNNaLByFlnatsL6RYUFGxbFPJVUHCEQ6PSzBrWpzM0ThC6p79yiBykHlHoivEMPeLTZkAqLO0gBpjNFCaARFOlEsNrw5qtatZJY4MctEx+evHNHApMtKy1xbDFkmoxQkxxQGn3dcm77BCsJ+Wbtb5hffaZFmgUoiohRmKMhBAHYcpD6VmDJPsifBUUbHsU8lVQsA2gGgghmIGpVOQC0xpTInnKMx8oXm38EdTl0jy5qHQ3g7GfM5bN6JupI0axeoYaiSi5BrUKuNa5Hki5V21dxKxMtR3IMyF7RbRTjLObLGDkSaOSKkQml30dKnt0REicHcv2yTwvOZtpR6facxWQIL02UjgTwFltyo5cCqKC9759iYS2nYKCgu2NQr4KCrYBMlmwvCdHVVWWMI62s/X6wlB2UoCOMBn6IcC57dO25vmlzGbgRzpoK+WhE0VxLnR+XtmPC9fmS3VGqS7t6Fr1TBJTzBYUUY0IxRiRNkPNVDBT3vp1FVPCffLVsDYc2pI5xTy5ckg2tiHH/knnsKMpa55IAO18yiSRTC+OWhwVUAn4Qr4KCrY9CvkqKDjCYe7rOSxnAURTYgTXC0LKHKNqfUjnSwVtFjdLSpmScr9QZlNlUveS9Od3ScSpay6ZkYpLOVrRji0COXTZC392ClVXUqjN2co5YMmCwnLEIIc37WiBnNOVa0hKsrzIBb7NlsKnWZLWD3JuV84Fw6Pqe9dF2vyxbNnqRLrXIe5VQUHB9kAhXwUFRzjakjzme4BD8CJUqfK1aDuXsOUPKR++I1TM8acI0XXlhkj7Skq6F4X1KSwsOLyLnbkqc+33Xg5T6JyTlMDvOmXM5ZwwC4GSi2+3lMqlckeWm9Um9eNSKDEl6+MHRxXX9cIKaWdiF4DkSo+0RNFKKaX8NRE0GimTFKfNLvjOCR6fLDYS4RMrMVS5W84RKygoOLJRyFdBwRGOViuKptpU3jOqR1R+uFU/lV7oCTsqKZzWbZ3DkNKyNoNLEcKIWU7MgrSmrW0aFx5RNeIjGHHByFYuqO2cS8ROWisMl5ieCVfS/s8aiT21q5/g3oUbUxVGe1dHzjWziQWNES2hmx2Zr4QEe8Vc9BtitONGIEpMKhk2G5KU64WZujrn8N6l66Dd/bj1t7KgoOAIQSFfBQVHOiQ99MWlWYIO7z3OxTYZa6s0pPkZh1n9Gewkc/uL+YX5CmbryqhKyVkuJdrjUIlk01YRSUaqXa5ULj9kpMZ8vDrVKq3Xjlj15kCCQAgWUsyhv66HpmhZHlnS81RRl4hYrBLXNIXQCmhj20t3gmZQG7r1beY/4ATnHV5NGXPOteHUTLsK8Soo2N4o5Kug4EiHYGzI0uutzE1UnI+Q3O4lp6hnRUsSn0ghy35Cfat6zR1G1ZkDfNrO1K/IwkTwOdEpzWCUHKPMBAdaJcwQ08zM7ILv2xCgaM7JStM0SX3ULgfLuZyjZetoc76wMGS043V5cH3X/JwTlkKGmqZwEge0SRVidGmWZkcKySa26fiOeRuNw7lpBQUFRzIK+SooOMIhAt4LvhIgEILSzAKuSjlS0KpXm3l49WcqDlQumd82k5Bs5WDiUFRLanciKf9qCimhfeC9pdImxzsnOFf1srryNkOC1glyfesHbcmOEUdNkweEXK9RXdbdMnnLSlhuP2W6qbc+iv3dOdgrmms1dtQ0nwYIVN4TtUrKl1B5Cz9WLm9fUFCwXVEm3hQUHOFwArXYDEfnpS0SnT26NtCAHEHLaUy03Mb2ybUMtbeclP/ltOVDLkUbZzNwroKUS9XmY7XEy+Q0TcqclQvqOtKpcPMzEE0J60J6XWhv4CSvuQxROk728FKHJBsLuyZ909Qcog3JnysV0wZUgxXK1pDKEUEmk3Yu6fydZ1TX1PWIuvLUlWdUVdS+zHgsKNjuKMpXQcERDlODBO8c3rnksWWkxYJpxk+s0HWXoA+9v1uSJSYI5QT8HnkbzHpMxEwE1qeRJio+beDbvLFkh6pdQr5GAQ8a1KwgnGlz7czH3Id8oOQJlgWrXF2xLQnUC0V2MVVNoUsy75sLO+bak671CEMkEUMr15SJWoypz2oJ9ZptKlTxAt5V1N4z845R7RhVFc5Nb9P7W1BQ8N2HQr4KCo5gCFA5R+UdVV1RjSoanRk7SmpR3i4ToBw51F5+F5hTBapt8W3zlMgyWBeezHCYLUMTlLU1mIzF1DAR0MiwxFDOu8r2EimEqKmoNT1y19JDy8Fy4sFns9icnJ9CjhJQQkvecnFtRyrIraEX2MyFuGN7AYx4JR8wHFFD6mPsopMqSV3retaarPqUcO9BXDpnKQn3BQXbHYV8FRQc4fBOEJ+VL2iCKTYxhp5sRZu2lAlYu2jIkRBNJa1FB8pXH0Iibql8z2yqjEekxH/p7dMlq5MT2yWblCZrB0kFslP9IqHCOWnlNckmrEJyupdeSFSMnJFtIswM1YhTY9vmUGHrWJ9Il6st/JisJqLmXLJMrrqLJulcNKlsRtba8uN2esmFvzCvgoKCQr4KCo5g2NzCpMo488jSJqQZj53C02cEMre/zr336ES7bN4dP+8gGnFAMzXK5YXWRiK30apwoikhXlpzVXGZjHmrEymQk+QlKUgxhy1FcOKIqik0SG+Wofl6OZ9UN5SgAXGCw6czCahWSQG0+pfO28nkS0UbnuxsZ61iU1LZVFF1vUkJ5mrvvZmqhWAkrqCgYHujkK+CgiMYHTEys1PvJRl+Bqoqz+LrIQkzyV6rFYT6ywKWTO+6XexYiYD18+htpiXEYMW26yoV8kaSCpaRFbC+l1dqX9VUOlGc5HqP2U3epZJC3Ql4XyGxIUar4Sjp3GPMiWiYYpZ8VsWlcKi6zqE+lxtKxbdNMRNiEMtFa8sMDTlnO4lBFec8dVX3CmtLIrwFBQXbHWXSTUHBEQ2LFTpx1KOa8aRiNLIZd5WrUuRO27z0NrE+zr3TzW6MmNrUF3DmRa8u9yk50wMHVyIhSnecmEOYQJRU6DoYwSL7dPVeKsRoSfqWwzVf9EhTP7W3b+63qVUxVxGXbMiaji9Gxiw02eWdAW2+Vw45Dk50EJdN60MkzBpiDDRhlsKVKQftFkxtCwoKtgeK8lVQcKRDAKdUlWdhYUwIa4wqU3tAbaZjb1OkR6zauCKtKtYnXa6fpL/FsdUmDjKdQdOAqyw7ChKxydMi1bKnTJzSlkSlDDMjMWQitfGg1kzK31LXzaDEyGKebdmeNyTvMdfxqDafC1oPMBFLllebxUgcHretnZkVO50hOiIS7Ty7OQOUhK+CggIo5KugYNvAe0dd19QjR1XHFL6LrWVEtnwYmKom9FO0VFKeVQ5Hevt7GPwbQjHOMmuUynekKCfM58LVURWnAavB6EwNS4W26ZUTavvVC5tuIEGAigONuJzAn/y4Ykz7JZXNttcBk2zLCqGodERT1dE00oVl80SEgXToOmcO51M5pw3lyQsKCrYpCvkqKDjCYU7zStMEYlCEMSIzoEFxqIat9ZiczE4SlNKyVg0jKU462CV5Z/UWpPfZDBZGbe66ucQ7wUk2YLUcq4hNyfRdXaL0cq3HmPVLeslhdlBFkpBm7CgX7HbOoTH0csRyAe2GXgyxR+i6Y/dJX64VqSmC6VLZx0gk29t77/BVKhSeji1pw5LrUVBQUMhXQcERDufNWiI0DU1oiCGF5ohtgjhsksOlJANTK88TE/vK1XYyGcuGqtru2EMnMCEKzUyIaf6lakiqm1roL6lGqsH2kaqdMdDmW4li3mIu5X7lvK1e/DOxxaymOZdyv1DEO9A8+9FmfFoCvSKYa37uh7QqmAKeGAOhCXYdEGKwrjiXioT3cs2qqmI8qfFUaEw+YR4k2X0UFBRsbxTyVVBwxMJUHHGKRggx0DQNTZihzIApUcOgdFDarZ3Fpyo4FAeETLCUgfnqfHhyQ8gxEzAhWVwAVc7v6ieX5Xyr/HK9BHiS71fPhqLdZqhMZRJovKxjOk6M/NjsSTViGXOI0bWKlhG2fqmirIiBhkgI0bbNFyFdlHbSgoCvPE6EGCIxRion+KrCVRW1n+ES5SsoKNieKL/BCgqOcDhM/UKVZjZjfX2FGAMaLXQmsZuZ2I/iISA+9pLFN6I1M+2j30a3yDzGFNan5jqvoj0SRfuyEKHgfJdnZa/0aU6ia2sqZsf+/gwA6RW+bo+VXmm9nUjeV4fn73Ip7Zj8vFxqszElrU3j8kAuwm0NzJrI+vos5YV5vHiqVGS7ZH4VFGxvFOWroOCIhc0OHFWuLeYcmob16RoBh6MiRqut6KArpK0deZI5rhOhy1vqhSCll5rVcjVL0QJIgT3D+josLThUYutan8lRS7Nycrr4lBDfgGqaqZgsThN5w5kPlxNrM0aIIXVOtVOuFAiSI5lt92JXuDIphSmPK3mKqeaQIqlwuIU+mxhNOBNBcQRVAhEVCNHCtCH7icVU61E6642CgoLti0K+CgqOYAg5IdwMRy0MppbbBC3j2ixc2KKbQDhQbHTu77Y25HwfshiUfFRjA7Mp+EkmOLltB+rQ6Ei2XGY3IQ2iyZxCLQ8spgQ0J+ZmT0ysT2PKGTPihsQ258uJw+GT11e0BHy169KdETjnWlNUM0u1q2N1Iy33S2ZJNcySnl1hSLMpvff4yhMbS7Z3OKrKM65HeLdalK+Cgm2OQr4KCo5gmDCTQm/Z0iGOEEY4CSmPio1MiqH6NUAvQb/vc6ps3D4Tr35KmSqsrUXqsXl8xaTQDfZxltjutFPEVCMhxtSmEkIkxKbNDZMUctRkX+Gr2MvjEjRG84xtlb0U7kzO9pILaKcZBLlXOXEfjJgZGct5Z/n6hnStrS/VaMTCuEJipPLCuB5RjyvGC/XwmhcUFGxLFPJVUHAEI5fWAU1eUx6oETziA4djPZX5T3/yX04ub13vbQIiIvaPSp9o5d18Ok4UmAUhBk+UgHeKSlKORPEVOO9T/peRKifd7EMjQJno6NxxBE25WYk6pTJDSgwB1NoTp7RSnPpW4erc7YeeYv1JA/buSf6ppry1Sf9CzCqYKi4X6nZi5ZREqcQyxAoKCrYvCvkqKDiCYQqQ4EWonE/kIoXypGFg0DWHPnHKHwYimTAgbv1cMVsw3xdb5JzlZM2aiB/1G8rkxxs5JKlReHLW2HA2pLTHcynvS8ShPSJkhqqNzTisKkusVyFqQwgBVUG17yWWXPWlKwU0d1Xackw6UAv73mBCEwLT9UhoMMUuREvUF8W7MtOpoGC7o5CvgoIjGCKK99nkM+stAXH5q98xrPnwYt8EosvLouVKKde95R/zOV+DSYcydMVXhdlUmUxIMpB5eaGppqM6kJgUtsRyejJdNlpNqfRmzBpjex6KKVzabmNWEjmUaCaoNapCCBhB0wYNDoKmnK8uFIloewyNSgzNIHEfkWRBFiEGwqxhJoI2FTFA1JCS9nVwbQsKCrYnCvkqKDiSITZX0KXi0Dkx3JQhRwhdWHEr7y6VtC4O1znJFhZ0IUjpvMDmG8pmrDlHfTpTQhAqie10yxgDMTgk0ac8G8CJb721NGoqaRSMsLUWE5qUMmfh1USWuhmbKXQp0oZIRe0oAQfByhApoDFYRDLv4wAqNLrUh4gT8z5zkpLvkyeaxIg24CcjtKrxMoY4I4aINoEYC/kqKNjuKOSroOAIRu0cVeXaRHFTp1JNR3rhs4R+iLGf59TOWMwEak7x2tBOL6G8DVX29lEPIc16rD1oACcR7307AzFGaXO9OrPUSBsadLlD9JQ76YVHU5jSJXKWc7wSodNUt1EkppciLuLTtYqxm1VpCftGskht23lKl++lQnTRQrzes7C4gJMJC5NFaNbxLpvGlrBjQcF2RyFfBQVHMOrKUdW+rTXofQo/RvOt157cNT8Bb97jK5MnR4+QMdymt7UpUdBZeOWDdG9Mp8pkDJUn5Z8ZuTKW4yCaoWkgkl3o1ZiTFd1GEWksAR5PLpqtNMlKwppsPcGSTGd9lvbvbkZlsrdQaScrdHYUQi6cnes6dsa0khQ/wfuK0XjEZFJbeNQFqrqirkeMRg2jsaOWLgRbUFCw/VDIV0HBdzj6Se7991vaB3IiuoUHqxq87wiDqiWiD3boQwdv1l4WjqT73Kphvf1a9/cBm+tyv3IbswaiCjGbmBIsP0ssnJdzypxIp35p0rWiWWg4p61fmIUdNdlOGElqp2Zm1pjIl/Q+2zlEQlCqqur2b/vlcL2csa6UUDrPrMAhII6FyYjxxLO+NsX5iItpAkDPuf/WIl/O+Xs/39ShxoYcxjYFBQW3Pwr5Kij4DkTmNY6tSddWD1AZvNvj2gmWeO8lqTSa8qu04w19bDbTMYcNe2G+vuq1WYJ+/2REjPxpMNXHORO4mkbxaS5AX01y6dWqbE66gyS1qavrGFGdmgKW8sOMrJhqJX0L/raXsUeuuuPEqFQ+1VzCoylES/+V9nFiyWPaqmK2annHMrt2L7G6ssZoVONCaCc8yEAK/PYgvVf+O9LLvcsdmttnflUhZQUFdyy+o1MPXvGKV/DABz6QHTt2cPzxx/PjP/7jfPnLXx5ss7a2xvOe9zyOOeYYlpeXedKTnsS111472OaKK67gcY97HIuLixx//PG8+MUvpmmaO/JUCgpuFfpEJr8CpGytW1Y32vQnUUJsktrkETG7CV9JZ5kwd+A2tKj28qSyOLlDvZDZBiVGh+2QSUBqS5MA5aQrs7O21ilJliQviKai1i0tiKBTRALOWWK8wyw07AVOrIRPlQpxg4X8ZFA+KCDJ9b4fOm3PO7XVv5L9gttdzpmtV2qUuuujWFHu0WjMeDyhHo1wvsb7iso7nDjL/bqFe7gZNrvvfeLVX9Ze/7kd5u9ZzobbTFErKCi4/fAdTb4+9KEP8bznPY9PfOITvOc972E2m/HoRz+agwcPttv88i//Mv/3//5fLrnkEj70oQ/xzW9+k5/8yZ9s14cQeNzjHsd0OuVjH/sYf/qnf8rrX/96fv3Xf/3OOKWCgluFXhbUYSE/jNu8LCdtbUIQvKuoqorKkqy6GYr9XKxElPKDuX31VCjFwocxNa2k99jtT+ytS8eISc4T17UXgs0ajCm8l+mEkTfb2CWS5VC8CLV31N5TO6ESW+bxeHEtUbTrIClkmdU4QZzivCIpXJnPT1StjFEMxMZUQbt0dlXNrDWa3URiiyoRJRIlyXmpXuXq6jpra2vMpo3dOyeWd+c8lbjbxWS1r37Nv/qYJ/aRgoKCOxrf0WHHd77znYO/X//613P88cfz6U9/moc//OHs3buXP/7jP+bNb34zj3zkIwG46KKLuOc978knPvEJHvzgB/Pud7+bL33pS7z3ve/lhBNO4P73vz8vf/nL+U//6T/xG7/xG4xGozvj1AoKbhcMHrhCa88Alv/lK09VOULTKU+ZOA32ly4E6PqxT3qf5/+mW64yfOhvVqooEzCNEBuX/jUSvPNGmBI5sg50B7A8tmyw6sgzDy1vS9E0qzFzTlUl+3QJoDHgxHeENoUwnbO6jTFGYmKLOf/M6jzG1i0/W1CoNOk6a3f9xAjvdH2dZhaYzUytU0hVBtxtFnbMl3zQXP8a5/vY27agoODOx3e08jWPvXv3AnD00UcD8OlPf5rZbMajHvWodpt73OMenH766Xz84x8H4OMf/zj3ve99OeGEE9ptHvOYx7Bv3z6++MUvbnqc9fV19u3bN3gVFHynY6BytClOXeDOLCeyehVSblU3c2+YT0W77Tz6dajzJELRTQhAr3RRJnR5v3Z/Z8deX1M0esDhvDVsm0fQkEKkHc3IfxuxyHUdjWnkAteqOacroDpFdZZMUh2hZyPhnPmIGenzCC6FMiPOBZwEhJiS/00dk0xM07mjHVmNsWG6vs7q2horKyusrq6yPm3aYyrhNiNBkU1C0YdofDMlrKCg4I7Hdw35ijHywhe+kIc+9KHc5z73AeCaa65hNBqxe/fuwbYnnHAC11xzTbtNn3jl9XndZnjFK17Brl272tdpp512G59NQcEt45APyb6S1I819vLKRTDPKm++VZZsD1meyrlY2nttpqC0M/vyYSSVKYxdXlhLQtgkB6wvzfQUtvYwDkLQIQEEVD2qVjIov1xSwVRjq3hZiaDc0UxDYsrtstCrUOFchfdmwOqdUFViUU3xuBTadE6pfPYXi2aaiiJEKueoXC68TTJVFRw++edj5q4CIUZC07A+nTJdnxGipe03oSFqvE0VqH5GWr9d7RHCzfLC+mHKwsoKCu5YfNeQr+c973l84Qtf4C/+4i9u92O99KUvZe/eve3rG9/4xu1+zIKCw8LcU3PwsCVRD9dLqPa55qGnKxQ9fNIOTFTpEbq06fzMxX4a+q3q9xbLcw5ZE4IRKu0yolwqcN29csHr7uQzoVQ6AieSwpfOFC3vK7xUKeEdKu+pXEXlzEIiXxsrw+TaTg19zobFtk0ddPgBeXPdpXN2I5z31KMRVV21THYzQvStopchN8gRzHl2OqdC5u36aCdYMKdSFhQU3C74js75ynj+85/P2972Nj784Q9z6qmntstPPPFEptMpe/bsGahf1157LSeeeGK7zac+9alBe3k2ZN5mHuPxmPF4fBufRUHBrcd8qlWb3iSbbJAUpj5hcA7EK855qsosJjQ6y0FSpbX5EoZKSK9pTevRtgoQ6rR7gCfLCCSFEUnJ89lQPnEZ188/yon4OYQZYX1dWVx0RBwuZe5rTpsXsYLZvZmM+cQ1NSIYCfJipAqUqLn8UGxJiU9E1DkhNIpisxCdc0StcM5sOFSDeYnliyMOVU9UC1vmXDEVb+qfNG2OWdSA4vFVxbiumIxHTMYVvk6lLGUjATpc5Psy5EcbJcX+ZepvH4d7WHvzndHh0CooKLht8R2tfKkqz3/+8/mbv/kb3v/+93PmmWcO1p9zzjnUdc373ve+dtmXv/xlrrjiCh7ykIcA8JCHPITPf/7zXHfdde0273nPe9i5cyf3ute97pgTKSj4FtCqV3TCRfvK3GOTh2YbgVMsdObN/kAkJ5BbKE/VAmptRFBT8nvs1I+BCCbd8pZU+dSFLEalV0zLOo8uWnKWE+2zgWoOXc6myjTOCKxYTJMZQQMhBJpGCUFpmkAITetCn93nLbyW3Pu9J1YVoaqJ3hPciOgXkHoBVy/gx4vUC0uMFpehHhG8J1SOWHvcuMYvjJHxCK1rGI0IIoQIIURmQZk2nukMVASVCDIDF/E+4r0CDZGIOGE8GlE5TwgBoaFyUG+Sb79Z1O8QYuHgPmxKkHqkqz9MdJNGlY3bHaojRRQrKPj28R2tfD3vec/jzW9+M3/7t3/Ljh072hytXbt2sbCwwK5du3juc5/Li170Io4++mh27tzJL/7iL/KQhzyEBz/4wQA8+tGP5l73uhfPfOYz+Z3f+R2uueYa/vN//s8873nPK+pWwXc05pWK/rItd5jP20KTU7yk+o4prKa+q8coPed6HVpK5DBj27Z0h8qep6Ldug3965MsGe5vfU3hMqeECGurwqQC8RGJgehmeO/bsKMT8A4kJcd751MJnwbvA8EJ4jySllsuWarxmI5f1TkEG2makBLv7QSdc3jvaZqGEAKgNDOrBCAqzEIkzBpiFOpk2SECIQa7ni4iLuKcZzye4Ec14/EIjWuEEHHeUY9qxM0Oawwc6lZ3d3ijaqlz27bE6jClrIHqVeSvgoLbHN/R5Ov3f//3AXjEIx4xWH7RRRfx7Gc/G4DXvOY1OOd40pOexPr6Oo95zGP4vd/7vXZb7z1ve9vb+Pmf/3ke8pCHsLS0xPnnn89/+2//7Y46jYKCW8ShQjzzYab5bbMSkkN6ffPQbKFQ+0RUXM5vSqRHbbafGhcZ5H+1r0HcsyNsmXD1ywy5HJdM/lmQ1K6kemXXCIcjqvltxWDrA8LS0hInHL/Awiji1YFTRqMKcc78yXx+92bb4D1oJKqmyKBQiaOuK0Iw1UwcxBgALOFevKXRR7U8s9idnEt+XJpO2DthOptZLpoITRO5ac8evnbptUR1iLP6jZXmGZRCXdfUVcXi4gIjGVNXjtl0lRjA+RoZVagb3sUtFae5FQNT1Eyc+8voxkB/AkV7xzdRsXRuMG1K8HXTjwUFBd8ivqPJl25esXeAyWTC6173Ol73utdtuc0ZZ5zB29/+9tuyawUF3xnQLuyn0j140yIq56mcZ1xX1EmlwYGnwvuqneGnOSzYI1RtOylUqLFXuibnc+UnunTfVektFzFyJxjx8p5E2rSbHWl+r8TgWNqxyNHHTFgcRcauxvmI9xUh2szN0ahKIVTXHQtn3lwxpiT4SF1HKrUQqtWvzIWyMyU0RWyEJ5+8zaC0WZKq0DQNTYhUlRE+5x2zmbK6qtQ+om5kMzWjufITKpwTqqrCV566rhm5EZWLNFPLr3O+Qmo5rISPzf756xOrlhNLR6JaYrwZm89K5tzynM83CDse6tdAQUHBt43vaPJVULBdsNlz8pYgJMK1ycb5+Vt7z9h7xkmN8RJt9p+IhcwcKSRnMkmX5yUIOsjR0vyQ7ilhZv6ei0t3ywWXTFL7KlzXjhPLNrP6juYe76PgfW3kKoZOMRMrb9R+9qbzhBBT7pq2ypaFDa2jtq0nRk2mrGa5YUQsdVW6mY5NQ8otiynPrEmzJpO9RbQwpHc1gsP5GleBNiQyGIiJJFZVbeTLV4y8EGZ1N1FAwGfGcyuQeW5LsukRpt4yae8LgzJQpJAysjmxy8ih5P59LigouG1RyFdBwR2MQ9XSO5znXN89vg0lbcj1suN4Z0WrvVe8Cy3Rci6V3bEWbX/XKV85ZiXOcqx85RAiTQSddcdUugd9PyxpxElbF/1MDjSTOjB/LRdahiBJdaqrmlFlJMp7e48x4LzgK/CVqVbeV4hYbldVVagqdW2hyRibZKhKspeocM7jvClcrg37JeJpgUWaBkITaUKgqirquu7lnFlS3KgWal+DqxAXiU5xlWM2NftU7x2TxQkLSxMWqVEi9XiE9xDCDKJSoXisXudW970/4SILWhH7Tys4QmvVkUOQG+LUOtzuUMeiEK6CgjsEhXwVFNwJOFzdY/45yvznLRrqygXFVN8wkEwcQGkJRczu9q5TRdr2XSrx43KulCJRCc3wYZ1DmbmzkeQanxQojRbZ60xUU71JYkfQFGi0m8mI5WmNxyPqkRXviUGSwmUleipfEYISY8R7m8U5Ho/wXphNU5mgEAkzRYPga6UejQhBrW9qMz6dD8lyIyA4QohUvmI8HtlxUrg2xoBEK9btUrFL54RApK5MThKx18LSEss7d1CvNcxCYyTOSbKgMPNW08rmiPQWyKl0/XvttBeC7CugPQKVbw15//642WLMtPd1bp+CgoLbDoV8FRTcwdhKfdhq3fyDMj9w59GqYL2/BfBIUrSkDduNxqbotGHEVq2iVbS6MJakvKhcNbsLAaoKKtoqWq0qlxKLcl9zOM4sJNIxkj+Xc4J6pa4dk4UJo1GNY526rqjryohPAzFYr2IiTyHYDMOqsuR7IM1SVNSqdFs9Ro2IOkJU1tbWCKGxGpe+snqPwWZFRlVCNMVrsjDGebp2SKWBIm2YMt+XNjnfV6CRyntGdY33FfXYQ+NQHVNXln/nkldZvsabpX/NjwHFyNZmGJjizilXsbdqs3HVkjfdelwVFBTc9ijkq6DgDsahxIT+M7Sf19NH+4A8jBBRm9OkMnjYWuFqaXc3ZakjFJ2RaU7uDslXS8xBVbGyPenPtjMmaKWwqiDeEutjL/TV39QhOO9AAi7AbNownTWMR5ZEv742a41VQ4C6NqsG712n7omRrOl0vVej0RGDBRO9d1TeI94RYmM+Z5iKFoL1xHlHbCJN0zAeLVJXjhDTbEkB5+1VO49byRcJSLlrmZyKs1y32eoqq+tTvK8Z71jCV5GRq/DO2/VOHPRQeff9e59Fwz7PGiCtVLp7OAgNp2O5Xmi4vbc94rWh7ULGCgpuFxTyVVBwB6L/XNws96ufy9Of0bZpW70ncUtqdLjeJ3NV1W7jbPsgpHI89skIknZ9UJ8fzrmWohG0mBOVcBY2FNs3E4rM20yp6hQW57oHfT5HmxXoaBprv66r1OeUcO9cUsDqZIvh2DmrWY8RHbtkC2GhR9XayhHh8M4RNeArYToNZiFRO2pJ3n5pRqP3ENXWWx9iO7MRofX6suR+y5HziQyKExA1uwvJBZfM3X714H7279/J0tHHMFlaBq9MxhO893gcrm/exuaKZyZS8+OgHUObsLD+snwfU/1wm6WaG2aocs0rXn0VbKsQ+eGGzgsKCjaikK+CgjsIbZiqp/zAUO3KuTvtQ3KrPJ0NctgwR0eUZHvQERIQNEacZqd7TUWxtduvd1zn546ZTb+kp8CkUKbTLhm8r9JkZcX5rL4YA8szKS1DTPCVwzthaXmZuvaMRt7c4pVEDGeEEHj02vdQ41GUL61fz7VLq1YCCCuXVI18yt8PqMaWgPrkC5bJmkZT1hBTASGFML1PvmCWj1Z5M6VVUt1HUUajMZWviGKZW20pyERw8//W19e58YYbqMaeuHoAktWFd9Iazx5KvOyTLNGNy/J74s8b2tP5bTc5xqFwqAmZW/W3kLGCgsNDIV8FBXcQZI50bVjPcH0bZuo96XT+IaxdKKm/U1aXzE5CEedwAjFYvUIjVzYTMj81nUtqXMr/ygn4QCqlY07xeXaiSmzzyMD2bX3A0rv0+qVRWkdW1YATS6TXaJMCRJXZ+kE0LjGbBZoGI0DRodExio4qBeoE4e7hGL6+/6sgpIR7AW1SMW5TfGJIUptEJNrxbLKBzfg0VcmS/NGK8USoR1Z8OzSzpOwBSUEkKtPVdWIzResFkwcJQCSqa8lmDA2hmTGNkT033oTEdXxlVheS20L75S+HY2GOqLve8vaazt33TMKy11e+fT3Rc+N+/XGzCfrEbVBknB7BPkQT82O6oKDAUMhXQcEdhFvK4enPWBuIXnNPub66Mf8cFXoLk3qFa3Apob2JgdgYQ3CieAdVlR/qghlKmCIkcy7s+YDOgQY6lpUtKlzXv1YNSiHKEKBJifJm7GpKkhWhtlmYmghaaCIBTeWQsHwqdTRzZzsl4pyFJGNsUJSmMUsN1FQp1QDO0YSG2FjeWlVV9A1XVWF9fUozc4zGQowzQohoSvCfzqYWXnQOgpUbms1mxHpKlRzuowZirIhqhC5qQ4wNAQvZjidjxpOJhTNTfHaekNySMtWpjXP3upfXlRvtbysw9PtKywcF2FObkWEe2GahzRZzPwQO9aOikK+CgiEK+SoouINwyPwthmRrQKL6G81tM0yQ33icnDgvYvlVYWaMSGMkRgv/OZfrR9rjOascMUjKDQPwQDSj0UQGVeyDqFE2U6Asf2y+72amGtEoqBNcUoFikE61AUQc2X3MwqYukTDfJvpnfJ0bmU7Xk6kqKSdMUijOalqiYonz0YhXjGbIKmKu9aDEOGPWrKM6QqMjaINGseT9NIsyJkcuccJoPKYeVczEwpCKpDqSjc2IVI9zVgJpVI0ZjcYsLY5YWZhQV7Vdsy1Hwib3s385k0zWD0NKSh6MW+w/bHiLkGFveewtm99moH71WNctqbkFBQVDFPJVUHAH4VBKx8Cn6RaeWJ0L/S1srskYNM1SVLFZgE4U57GZd+IQiV2uV2pQo6lVLuWOWdI9rS+Yhba0l2QmiQg4XHJ6z7UiXXLJlxRmNHjL+yKk2YeYD1YEV1lINBNH1WgzHV3dU/+Uqyb7qRtQacgu+M456romNHmZx4XI2BkhAmkLZY/HNUogzGbMZuBrNTsM1TbEagpQZb1VNVJXe+rxOM3yDDhxKOYX1oYJpaauR4yrBbwbMRqPrCZlXaM4Ql+92vTeAanmZlu4PN+b/n49pXS+wXlCfigbiTyeBrMhM8nu7zcgyt3Om4XU++OzqF8FBUMU8lVQcAdh8NBkmDfTX9kP+czPOOvPFEyG61s+wSUZnTrnzdE9+3yJlRbyVa6TGJPalQovZgt1NaUqIng1V3nBWS1I1ZSIlEKUOLxUqUOBnKXkXGzPRdLJaboaksJ4WbmpK8fScs3CouAjVL6yvDQhEZeKZm9MCfcwWRgzYWTnKub7lZPqndN0bp4QQio7ZCHCb/zz3fjUWx4DwF0e+Dn+3RPezaiuqetFaucTSYzYZE2zrkACIUSa0Fjx7qpi1giRgHM1iPmEZZUxqs2enGnAuRELCwuMJxXilKCe4IwYywZ2042V/kDJY6Q/WWOzsTTYvt9enxxpR5w28/cS7PYJ2UakU98GocteO2wyVvvnUohXQcEQhXwVFNyJyMbwwjBsBF3idP48CEv2E7/SsowuAV6o0kw/51L4rYk0TSQEpQlGMtpZbZJMVPNDNKlVTkzxESyxq7O4cOA0qWtpX0KnzM1JL/YQ7qllmMdXPn4TIvv2HmRl94SRa5jsWgZJsxaBhVV6Cfewtlbx8lc8mRgd5z30S3zfCetUlXLi930tqXW52LYzJS7NfvzKx+7XXrjL/t/38v1P+pC52icyamRLE+FMYVCxRH3XQAg1k/GE6GBtOrNr5B1NmkmKwHR9nZWVFeqRsGPHAouLE5aWF4hhDYmCV0mTJXRD7l8mTzHdS9HhulYNg871PhOuvnLVQ+vj1SdTPVaU+zBPmubH1CCnbJPQaF/tKqSroGBrFPJVUHAHYj5klB9acXMBpCUtpkx1D7hMcLTHZbIYJUm4ciheTDnCNYRmndmsYRaVEGPPw6s7mKZ+5Qe5iA4MyYQ4UFicgDhJdg+ztDglsrvYPaQln4vJN85VrRVENr6PUVEHo/GIxdEI7z0hNBCUEBuObpYH2VLvee+9iNFysvZ98MF8mUVAufHrn+T0R38IMMuIfG1QZ872kwODSxxUEF+hIh3hSYUuHQ7nzToixIBToa4clYiFRl20ot/YZIWgNps0aoRoHmLTZg1kjPM245QYqCSVF0o3N6Zr7npkyOUP0N34RJryfeozt8EMyZ5Klsltno2akely/xZncjePwazHPFp643V+6BbSVVBwaBzKYLmgoOB2wiBc47qcnM0SmjV2SkVWQTY8H3Nor6dQGPGJybA02Ky8CHU9YWl5J5PJJD1pXZrlJp1akR+2iWD5KvU1N68k41VJ9gndOZgBqSliVWX7SoqTtoarYg1GtcR754xWVXVlFhQhsLq6wvp0ajUaozKmbk/3GvZz1l2vAJSjQ80JLLQX4qYvn8V02iS7ClP6mlmkaQKhabj+63dp2znpfp9hz741VqfCTB0BIWAFsoFkD2EE0zlHParwXgizBivQbQphVtliiMQYiCjj8QRxwv79+1hZOUgIkfF4RFX5Lrdq/r4P5KtDjJvN1s+R87nhkQi5TZ3Y8h9+HY6t3Ld5b7rY+7uEGAsKbj0K+SoouAOwiZhwy1P5e9vNY6BqsPHhmI9pREeovEsJ9hWT8S527jyKhUkFqj01RLu+9tQTxaXE/N6x8rqoVsanTyDSA9ylY2skFcL2CM6ISnKV7xzcA1Ejs+mUpjErh9lsRmhSvlblWWDUHucE3cEFJ+zk95/yGU6Jk54ippz6mLel2YchOd9b2BQJaYZnd0F3nvgN9t58kOl6ZH1tyurqaiKpVmpofX2d1dVV1tbWWF9fZzaz0O3a+lrKMUskMmprm6ExtqHe0WTEaOQ4uG8ve2/aS2gUvLb6YRfC3ezGJ+LrurEy/8qkO5u20mtufrscosyO+fPrNxtrm43RzUyCD2MYFxQU9FDIV0HB7YzDeTANHoSQvKK6dQPDUx2+4rw6kT8LraGnEyFKJKhjeWkny7t24itLjbd8LrrC2v0HtjEsNCXWR2zGY9BUaigKMYoZqPaObYnknhg8IYBIsq3IBq0asRmP3lhBUuCsDqQSVPHeU49q6nFNPamZSN1dK4y43ffklUEobfH0yznubjcwqmoq7/HiuPnKE/nkm36aG684BUTZfeqV3fbL66ARh1I5wadZm7V3yYyVpHDZbEcr3A2u8jgVc+xHQBpExMgesDBZYLIw4viTj+fU005kqRZW9x9kZXVG1Kats+g2I0hiExtGlbC8JCwsQF0DzsKTdqGHY6sdD7nE07wS2hPTIj3ilO83bCBZ82MzoyhbBQXfPkrOV0HBnYB55epQ2yUv0GGytMzliEkX8uk3KU5SPlLeR6hr3yZyq3bky0hXtlSwxqy+Yre+JYWKqWFdtlDqnBEAI1s2AzDGtKzqlxUywiZiJMyuhVJXFd47JqMJo9Ek2WLY1DtNbLQ7bzvTY3rhyPHRN3PwYMVvv/anATj1pGs4/op7Iwj/+OfP5IFP+yuc767Qwb01Rx+nyRTWzrOZzUB9miHp8H6UZk46QohE76yeYwCb1iC2XZTWKHZhsovxeAcnnXwmR51+NNObhNGXrmA2i625bb6mThmUd3IOxiNl9y7H8iKEGDmwqhw4CNOpbZcJd2vhkS5K7JGvDRn0idwNJm90t23weT78vZm7ff68YSwWFBTcIoryVVBwO+OQeTD9UJ32Zj8qSEx/6/CL2qpjrVIybM9J5zBvLu4O5yq8q/C+Yn26wsrqPlYOHGyT87s2tP+RXKdQ6RXVzqqaWMK5OKuDmPOfjCW6dPyI1Z3WQRjUjhmRZFuRDVLrumZhYYGqMuLjvCOEQNM0jPDMn6wCi4m8AbC8j3e8/0H5KnLl1SdC+5fwT5f8OEefelW7/9Ix11NVZhUxmzU201FJeWYWsszkJodOnRPLTXO+NW5Fc9FtM4YdjcD7QD2qcDtOZnLimezYvYA2DeI8nq6+Y75kOZHeV7C4DIs7IgvLgR07laOPgmN2wc4FGFdQ5fJP+Z7l8GNvoLRDIyuhaRz1j5uPnfP8+sn2m4Uc+7YhfdXtllDCkgUFQxTlq6DgTkBLoBiSn3l38VzBZ+BnSm/fLEOkhgZCh5CIj0uz9+yRW49r6pGZkZqDfSdduH4bORSWGg7BZiS2YSqn7YOYlHivGtPMvWghRVF8ldUuI2U4EmGzV4xWd1HUU1eCk4CTQOWjkcdY4Z3nyvoAZ812D9QWIzxJXUP5q0/djR8471PA2Tz0Xlfz73/kS+ysAzsmyvvefx/e+/77ctWX7tae4MEbTmb5+GvxYv5nqjCbNdR1hau6LDiR2DIPdUoTGxq1It0xWv1Hh1CJlQsIESaLS8RmhnAcOj6KY0/9f9TyL4irECdduLTvWC+JwDolpDBv5WAygoWjYecS7N0P+w/AdAazdKyMPJ6EjeFo6b3ytmQVlY1jZytstc7psI10t0sSfkHBJijkq6DgNkL70NtkeftZ+nlRm+zcS2aeE7QGn3OoSuLGcGPO9zKylsri4EA8USILy0ss71hmPMlakj0iW88vupBk139LnJeUTd89gO1gTrIZaUMzM9lOEvGz8460j2LJugtt5zVVCPfOM5vNcD4kNc3hnUNVOG22IyXLDx/lzkVi9EiifItLM575yH/hpU/75wFROP+ZH+FDH74XB248titU7QOj8ZjFxYV07bLa5dqkfSsebvUoY9DerFBtla9c11JSBYHFJU81VmJcR8MYqmNYPvpUxtUYxGZQDkhJOi3BQrQHV9I4mgnLi8KoitQeag+jMSzvgAP7YN9BWF23HLz5MdJHO7x6A2XA2zPZn9uxn0fYv5YbcsCUDXdmnqO147O34ca7WVCwPVDCjgUFtxG2+oU/WL7JBgqtnUR/h/ncm8EOvfesBEGnoGT0lSnVQDObpRwlm+nYcShp2xnMwEtxzZzD5fxQtWtJCA3KLJGXSOd0b7MLzWm//6hNQa9kYpq9wcbjMYuLS9R1bfllMaaw42x4CXrn+eJf+jtgRkSZqePv33Euz3rUVzYNmT3tKR/B9WjBeHGFpUS87FiRqJLCtDXe5yLcFmIUsZJMWQ3MIb9McvO5HTzQoE3F1Zddw/6rvgjhcjTO8L5CVdrQ62YqUgwwXYf9++GmPcrNe5WDK8IsgnoLSy4vwbHHwLFHwe5lWKyhkiGZEUgFzHv3zDHwhRtIYWxNwg43r2uuucPDt7RTQcF3Nwr5Kii4DXGo59P8upa8aPscN8w9jFT7G/eW5T/ncnD6yoaRJsskixqTFYISoiafrqzgWFs5Od7qQlpCvfOufYhbhNJqMOY6j6jrfL/UmTKXNjZThZDaUcQpEHscLOtVMbWtrfo0nc5omimzZoo4uInVjnBK9+49PPsZH+J61gGIseLmAyM7M1X+/pMntNfyMY/+Em+46HVc+D8uwldTjj7teibjmhgaRE3Bi1GZNg0qgq89rvKI94QIzlc0TUyTCnJeG+2xVJUmNNx0041ceeUVXHnlFXz9sx/ihi98gGu+dmk3SUF6JqqpDubgfkfQBtbWYd8B5Yab4fqbhP2r0KSbPRrD0cfAscfDUbthaQwjZzUusxKVJ1rk0PatsTeZnxQic2NyMMN2LuQ9j8Hw1eHyEpcs2I4o5Kug4HaAbPH5UOiHbzrFqtdOfoLOr5lfNCBxOWHevKtM7bIdWpsDEkmb74/m0jc99QsH0Xe2BtoVyzbLCWcqXrRi3mZHATkBvy3ynRLszevL8r1AbHamOEb1iNFoTOUrqsrUp2pTUywjjl++4hg+W+0FlEd93+Xc9643g8DKOrzyLx/IrBlex2OOWeH7H/g1PvS6X2DfDQvEGFhfnzKbhZZcapKGQgisra2lBHxoZg0iVSJfCqn8Up84xhCITcDVjhhm6Noaznkmi0tU1SgRo05C7BOZVq0CNKlgBw4qN+1Rrr/Bcr5mwXK6xMPSkpGwnbugSokkeeJGm2wv3bjKJCwfYx4bvMQOAwNyB4MhebhtFBRsJxTyVVBwG+KWnjN9XrTVvoPyMBvCP7nGYv57Yy6OpJlwlRdG9ZjxeIFRPbJQlwo7diyx+6idTBbqbmak6+Vy9bL4NTadPJeMRAeJZu0Hl4hYQBzmJh9iCh0qMYZkFSHp3FI4UnIBbsF7oa4dldUsSuE+hxNT1m7yq4OL2CkyykPudwW//yNf5+RJw39/xj+112NxAjfuH/HL/+Un+MIXTyH0ooMnnbgHjRX/8g/3YHVlysqKmamKWLmkpgmsrqwxXbeQ53Q6Y3V1DSWg2qTQaiKN1Ek5NDLovWcyXmBSL3HMccdz9FlnctxpJzAZg2pIZEu7+34IPq0xhSKncHAf3HQ93HgjHFgxcrmyDitrsDa15Pu+Kroh3J0WDn4cfAuqUyaIbhOylYle/tyPbpYIY0GBoZCvgoLbEHPpWJt+3sCpsgAibKyrJ3Pv0KZLie+2F9eRLiNUQuUrRn7MwniRyWRCVXtcNeLYE45jaddOnDdyZKlX0UKA3l7eSeusHlPBnZgUHlxsn6Kaz6oXs0zuFinPy8JsIURCtKR7USNWpER2e2mqoRgQbSw5KZpyFgKgjuuW17ipWhkmdSfCuLQ04773vorXn/+P6LofrH/dz/8DX/nm0fzVWx84sGL4l389GYBdJ12JkwpxPhnbmsGqr1xbVgg1slHXntGoovLZ+FaIqiBVKrFkMy8FpfI1xx1/Eqfc+374Y+/L8hl3YzSCWVgn5lyxFBtUaU95YILankdSqWIU1lcdN++BG26Em26E66+H6663GZAx9i0orN1WBcu3au61WdhvEE7M97r3eUAOGUZPI8kMNp3XppYVFBRsb5TZjgUFdxKULgw0/zTajGD0/263kY07ZEJDSmVXVXzlGY9HjCfKeHGB0cKIGKaEPO1SlS653g7ikneAxmiJ2lnCyMQjuS9k9SMm1iDi8N5ysZxUaBSiTnHtSThEfHsC3js0RFPCXAqNuqyKxVZJqmqHT6ampsDZSccgbRhtabGhGvcKJilcd80SC5XyjKd9rL12n/nsGfzLv56ethFC0DbpnxSiDQ2gQkAwywxP1BkQjQypIMFy3USGN2I2m7G2us5Ne/ayHhyLHAP1TtApGhPxcoITbQmS0jneDwfJcGxEFeJMCFGRNVPGQt9/red722mYvebSre6HIzcobz3Fqq9ezZcWmldyN/vRMZgpqRu3KyjYjijkq6DgNsL8r3k9xLr+MmGLh1GPmOkW2+a/ZXDA7mlnietTNE4YjUaMRgFXOXOX99AEaJpOwfKJaIgzCSYqFi4Mzt6VlOeEKVd0UcrWRiN6qkpwPiKqOO+JjaCZ2CVtJ6aQpKgSmsg0BJom0MwcTdNQVzXeWx+imn4zaXKFb+FfFq/j2qrh//3uU3jIPa7lYed+2ZQ67R74InDltTt54EM/xwkn7AXgqqt28eoLH9feAXHQhAAIIQZUxApkB2/CVJrhGaOzguApt80EP5vdGTWpes5BgJWVFfbu3UdYn/GNL/w/7vbgEbODV7MWs89ZCuG67t71U9paQrQJy1GNRnYD7dyFzcLZ/fEV55a1ZGqzcbdxGA2IVzZnBQa2EcpwzueGsSpsOKdbS8Jusc8FBd8lKOSroOBbxID4sHkoZiuYptNtNHhoHiJEkx/U2tsuc6ENG9NZNSCK947xCA7suYm4sMjB1bXUh/4TVhAqsvW9iFkvaPBteR+kQRL5cEmJimIZ7TFYmDJEgaAplyuYshMdzoNKg6pHY4U6xVeCBqGiYjKe4L3gKsWJXUURaJp1mmYN4fh0fZUbRmusXHM0s+uP56M3HcsxJ9/Igx7zWfzcv2rv/OTZ3PfUfexYttmQ+/Yv0pXXVo4+4yqc9zZRgEDTmCv/rDGSWFNRVw7B48SzPo2src3w9QLQpFsY8ZWjqjyzYMrXdDrFLSxx09VXcuXn388N37yW/SszvEmCRIysuNhTvubu4cZkdd1g+zBvD9Kv8dgfFvMlgvIA3myc9lVVmfuscYuxLZurYxt+eQidq/78em27tSUKASs4ElDIV0HBt4GOeHWPhM0eDpupYO373IO0b4Q5aGCLRJmBO/rgOBaei0kiUVWiBq6//ibquI+9e9a6HaNvyUjbN3Ft6FHEFKq8ufNzsaSkNlnh7UicwkysILRzWSHTTjXLPRRH5QX1QDAG4aSiqsBLziQC55Lf1n7TXCLKaDJi9ylrIMr9HvwvPPixn91AVpoZ3OvAKbzw6R9sl+3fP2kvqKtmLCwFRBYITWS2OrMkf+epKns5ZzlwdVUxW59yYP8BpusNiyOHaEXS9HB4vPcEEWIMhCbgnGdcjdh79XVc941vsmfPPkITyAKguo2q1Ra3eUi65iWs/nrdgpwxt9x1PwLi/IDttdVvp113CCfh3I/E5TdnSnNErd/MoYjVIb4GBQXfVSjkq6DgW0T/QaBd6nk/WrgxcZqND4/+c3RDPKgf1umHnuhtk8rT9B+wrUplKeCE2DCdzlhfX2d9fRVpJsRmhFMQCRZCzDlWsfMDs8mIzsJqAqIC6o1wOI/DY/YVkZhMW3POkfdmchGamPLQABEcVXss67yRxBCDhdQ8yYPMJTsHwXufZkjmUxbq6Lnsw/cHFc556L9samngKzj9rtdw0mk3ttfm79/5fa3uVS+uIt7hpcJJZBzHVFXNaDRKRbVTPlm6Pr6q2Ll7FwtL+5Jnl0c02FwDUYQKX5nPWRNmoHDssceyuNBww1XfREPswrebDaT2bzGy2xJqC7vKfDp+Gh9t6De15Xs5elm5GhCdOdWr/wNAmVNThwPddnUb29O5cbppJYde71uC1lt4OIrWloSuoOC7CGW2Y0HBt4HNFK35ZZuFI3u8abBdfhDlQsuSp4/p3ENUu4dba5BK93eMaiQqKhELO8YYacIU7yt8sp3I7SmhfYCrRkJQQhRCkOS+ry3JkhjRoKltW5fKERqZa6e8afL80lblCI3N2BNNMxtRzOXelDFNYTU0lfFRcM6Ti1tfubzftkG4z9XHcdl774sIvOPiHxhWCcjXVeB5v3ZJS0ZDgK9+7aSWLFeTFWaAxkhoZnhxVOLs+uQ7peZ83zTBimKPPeIaal/jVBECoWnMJ6yxC+DrCpwwWVrghHt8D8fe/97c9e53ZXlpCZXk0SXpevUc6Nt0ujQBwiKv0o4JJw4nMijG3QqEeZyoJe77ZLhqdSfts3fdcskDsje++sW2JdIWd3f98ZiP0VummRPOvdr+zb0GoclN1K8NCzYJTbrNti0o+C5BUb4KCg4T/WfAvDi12TZublvdYhuZ2zkrD3lZS7roduqHktqHKJ3VhADOKSE0CDWVN/sF1Ujlq6TkzDfQtL2NCjFY2NEsIMRCUxqTsiYgEecbK5KtXS6Sko1V7SEfo4UbfSVplmRntCop+cf5ZOFQpfBnSmLSdgamQyRyzdIBTjm4g0qFkYPH//Dn+bu/fxD3OPsa9n/5FAAuv3I3pz/g6+w6ynzB6jqyetCzUEVWV0fplO3cD8abObgqOD8jNFNcThhTTHFzDnFKaKCqzFw2xGjn45NlRpqROZs1hChUXpgsTFhaWgQHfmkZFjyTHcuMqxrvPLWHxVG+V4mFQcqgy/e+Uy8lv6fK5zH2QoW3QgUSMRuInHOVw4f90lZtxYU89qwKlIVJs8LGMGcxkyiFgQKpc23q3LqY95nrY+5T3zl/Puyq/YYKCr7LUMhXwbbHZuRJtljXbpM2ahWtPrPqfe6Tq/5DJO+fy7/Qe+8Trr7TeNTh8mH/JKkBqQajKIsLgpNI5WtG1YjsMD8ej/FecVU1jCipzfCLqul8Ui1H1wt1taEiRaNvF7SlaBzQDB+gLRFzHler+YWlp77NFDQlq6o99cijKC4RH0hGq04AU8AuW9rH2Qd2A3DaqdehCnc762oAZo3jLZecx9qbfohX/J//2Tq++9pmMy4szJKiZaWP/En/hNcKjTNChCbOEOcY+1Hr9eW9M18v55JXmVBVI7PFsJR5bNajJFXSzG137TqG4446Cg7uResR+2/ex7QxglbXwtJCT4VKjNlLttjQ9rpLTubry6KaKNkGY7hDQIUQIyHaeMlGr04U1yMzA/+vHOjMqmgu24l2Cmx//YZj5hmzvXbpxnPIQ6v/Xer1Iwt6+TvQbyP0lbW0n/b60J6CDonboThr4XEFdxQK+SrY1pi4FC7LapKC+I5gzf9j3JIe15lZDv6BJz2geupUbneeVJE+53rTbn6qW2rdSu60R9qwiZD6jdjsQ2cHnNQOp8H4QbQkcERYOXiQyit7Dx4gV93JSpTvq2oups9mHGoPM0mqRyqmrZJIoULK8XKabBCgnXknmFVDDDmWlQhQumCC2Th4b/ldURtT7cRZ/pcCWBj1LRc/hJc97l8A2LE85fgTbmQ8mTGdOT7wofuwsmbq1gfefg4//MRPA5b4D4r3neolkxv4vodex9g5YoSqHuMroaoco0mNd64lfq5K2tNMUxi0QpnRutznc3CWC9c0gcWFncyaGddfdRXumhk3XHsDB9fXmTVZOYOxF5tY4GxighNJfmh5cCUzNbRTx1qfh3nN6NCwCRd5FGmPCDlEYzfe++oXSo8f0RZg127MtN0Q14ZzVYffHI0Wvu53V1Fz5I+97wO9Hxkkda33vclqXyq4YJclNdsqgWKEP7edr1l7TpkwDq7NcHnufkzVBWY6KL9ZUPBto5Cvgm0LL7AwEhzaEg5HIl/p+Zc9o7IVQP6HuSVrPUPL/oNlPoySqvckUmPLk7DQqW1q/+mLZ0bOtG1H6R5U/WRmUy8SNUqdd+bvQJhZDpdGxTvPrJkxPbDG2vo6Ss6cdggR57KKYwQr11qUNuZkdSLz9fK+SqHDpNI4S7R3IoTQeRJYXcQZUU0nyjMKSQ9woCU63icyk8oZhRDSTEkLlX75imMHPl4PftBXWF4yG4mvX3Y8KVWf9//fB/FDj/90e68yQf7e+17KV28M3PPx72HXzohX46eqSj0atz5aNlM04lwFgnmP1TVVUyU1Kp2v8zShMTd/sfOoqxHra1NW3JTLvnaAqo5cf/1NTGczZk3oEXPtGaymepuElOMmNhhzkC+ZuTpxvTFyKPI1GEnpvgW7r3O8TbKFfjrvPnnKPw6kHbXdAGyLqwMisctBnP8ueLXQZQ8KVOnkt1Kc+svnnf/zsVry1TtgNvzNthiDUOgh5K2+OiYYgWsaOLAG0yKLFdyGKAn3BdsWbWgt1anzPaUqhwRzDlXmNE7sgdFPWs5Jyi49CHxvmc+Ebk4Fk17brrdNfpAMlmfiRu9v7R2v145IRAlAQCQSNBKT0iQpzhNjQwgz0IBLPc2kLZOHbLNgxMulotm0DNTITyofJA7FilE3ja13Hqra3nPnIw1KQ9TQNpSVGJWGqJEwnTFdX6eZzpjOZqkuJDQzK3w9nTbsOGYfH/nScfkuctopNzKdeb56xTHc65ffzMJRewGYro953W89acN9f9hPvId/99S/YtfRBxjVE1xVg0BV2/k6VzMajalHNePJCF9buSHnPSHGdI8tD845UxrFmf2Gd9gsycozXhjh65rpdEaYBap6TOXtF69G1xL7/J7HY86gN8KZibXgXYUTb+WZcOme6xavLvevJU0p890llbQdj4lZZWptr95Y7JH89tdHP0lfevmNQlvz0fXa6CtU/ZB5+6On//1IP2r6eY3t91G7l8euZdvP3rFyv7xL31e6VyX26i/rr/PSe0/juK5ujcZYUHDLKMpXwbaFSPcLvX2ASMoxYShoDZQsupU9s3eDDn9lt8+O9CDp56y0ikLvIbNZkeNB24MV3UcjMKak5OR3cdHqK9YON7JcsLXVg9y8xyGTddbX1tEgFhIil9exOouI4Eg+YWoeYfmipAqPiCiqDagdM+dEZYsI7x2SDF775xFiCud4BW2IOHyynsgkB7AZlyFSuZpxXbM+XQc8P/ykT3HDp+8OXA8CRx21AsANoWay6DjmblfzzU/tBuDAykJ7jXKY6toDI0ajitqPTGmrHOuzNRSHxkAIltMlVcQ5oWka1qbTdoKCd47Kpdw0JCXmexArmO0k0sQG5x0LCyMWxxWLixVeIyfccIDLr9qbVL08FvKNdOk+ZN0ldVhcMrO1bVuCIYJK0w3GvlyasuQl3S3VfNdoB7CNx+Hv7zwzcTgOrS+xv3uWmXo+ZfN7tApt79Wuly7U1++69tfThQ0lE/5NDpT7micA5GZblVnbiK3V3czHztv12mr7lP5tsPvZpRgUFNxWKOSrYHvDIm6GrHDNbSKwMUwz38wc6Wq32+If7Q1J9qkvfcK3Ybv5lQyVunl473DeI5XH1x4nkel0HfE1dRWQaDYJqpLCXinRO6lgGi0xPkbtPSi7p5aJIOZb5dTIlqJWaBrQWFNXDhebFIJ0aMwhSNvXOYXkHI+LrSLjneV/zWaWKJ+JSuU8Z9x1ytqe69t+3HjjEk3j+cY3T+K+uy9n110OctWn7IY537T3JiuYO/yxuGNg1gRiDDhVlpYWWVpa4sCBg3hfU9U1zjesT9eZzWbpWjvGkzFTwfLqEMTZjMeqrvC4NAsxEoMNrIXaszQacfSpx3L86cfRzJRrblzjS1+6bqA2meq4GSPorrm0zEgSUc7eXzpHgPoDYjPq09/S2uuI2TDsPSBh/RW5Ve2I0nwX+uE9mft7w+Yyd9pzXd5wSaQ3HHtKWn6X9GH++9X/oZP33/C12oQ05h9ZhziFgoJbhUK+CrYtBv9Yb0Je2l/jc//i9nOuNrR5iF/ILUGTLdrYgsAN9p0/XnokDJS53sMjRiVM14lThQWPcyMWFxbx40Bdj1BdN61FI/iYkvWN7ISQlRELewUNg1wrc9C3hPgmKtoEI1AumaaGGW3tw4jVRQS8C2l9qoeYY7FqxMylPCdVqKuKGAIhBVMJgRCV+piD7fkekz6fNLuRz/3lv+NLb7tn1oe47ptH9y8vB1dr9PgbqCtTrNbXG0u2rzx1XVHXNUKX5J9d+ZeWlnBSs7C4wHQ8YmlxgWl0RL/O2myKFws2N01Ikw0cCwsTFnfv5PgzTqM+8VQWdB8nX7+fpc9dhndphqHIYExIYvld+aM0RgYsqDPbSlrc5mOmx2BEPB5NId/+ODFVLHu+tWQkkyVJCfYITnskr9t87nvQoyibEJ92+63ksrSt9prYVKXKf/QPl/7eNJdGO9W5/xtioIJt9n2mux4FBbclSs5XwbZG/1f7lsQHWr+h/PCYJ02bPUykt21/+n6f9LVNbPIA2FI1Iysfgj14uxb7x5KUwB6aKXHWEKKi4tL+FahrS+c4n2bbJefMqKYKWX88SEom9/by3oiCEtFkjhqSI77zoDSQ8rhyXlduUxwoWVHTVH+ysdBYVJrQsLY2ZTo18hY1EFOyuYojqnLG2saLc93njuNf3navHm2B0NR88pNnAxZy+vjlxxIXPDt2LLCwUDEamYu9kZBIXXuQyGw2Q4DFhTGLkwVm61Mcntm0YRYalEDAmWFqpjmqxNigIalfRPx4gWrHMrgltKk5uPcg+w/sQ1IyYFbjnOSBlKl0/0VKgrc4Wp5vCqFVrIY/IBTLGYsteXSJqOUcRAetGW6bg6jSjXGEnHiVh2QOsQ6ON2D93TnMdX8QOt8M2v/QkvveMu2OKf31/e9L7zUwoc1NaK89aHM9h7lxvUPqXL8KCm5DFPJVsG3RJgDPLR/kbPVDF3Oq1XCn4b6bbiKbf+ZwCNdguZILXw86Ntcf5zz1aISq0DTBPJ5CoGkaZrMmFY62WZGuN8MTUjjRKerSEzpZERhBgzzzMO9gKpjlj4UGYjALiuzxZSQ3E7qQlKWOfFmYTvBVjXOOGJXxaMzCwgKLS0ssLC6yuLRIXdc47zlmvPFpeM/j9vLEB32dxz7g69SVmWh4hHf83QNRteTruy+vcfD6Y5gsjBmNasajEc4LVVUxHo/wvsIJzJqG0AQOHlxhOrN8r9mswYnQhIb19XWaYKSwU5ckJd87ptM19u/by749B1DnEK4h3HwZ1116JeupoLmRiZTj1drAzw2IzPz7RKx/z9taO5mhJEVMen1KMWsZjJl59HLCYNjOQHXTAQHakCjfe/XHYh4Dbc/7++e/598zwdrie7fpdzcv0+Hn+b4M9sltzx17i80LCm4TlLBjwbaGk+SbJL1fxkLny9UP9/V+jcvc9nlZ/+/BMob/oAvdc3OQz6Wb79OHtg8mpS0LNNjeFnjnk5t9QwjmVxS1IYYpYWYJ2ZrO3byrUmJ2FFBTQvoQfOq7tnliosm13qUyRNERMff3EBrzcPJZ7jPVqmmUqs6W6VgemHiEGo2W5+VdnUhjpK4dIcyo6ppI5DOfXebsEexaGl6XxcUp6/uV2sMjv/drnPq9l/NvXzmJ/Usr7TX63OdO48CxO5jc70a81NSuYlyvI84zm01BA6NRTTNrYGFMXS/YxAEnlgs2rpjoOBEHNdXQWb6bdx7nhRkR4gxtGtZnUyIjHDVuMmG0OGHsHSPXuo21qpeQwn821cF+GWuVCIEpWUPDBend+0zJWhOwVqXq1kuajKGgDqRT7NrBrV2bIqT8PWtTXe5f2n4+TjevBm/yOX9v8phPkc32+9ZvMq9r3Vzmvgvz+Wb9sOSG700+jXycfr/6RE1669MmG4qIFxTcBijkq2BbIxuSDpAjJ/1ckrS8LzYNhKe83RxB63GhQVttykp+GM33C8j5XPSOn59COt/J9jC5QDZp1mBSR9T3VJKIuhS6VEneXpIexhZqykpY6/mUwk+5v12Ra8E5j3PQNBZKbDQwqU0FamZ0J+iqzuxVBREr4q0K6jxCRYyRtdV1xqMJIQSYRXxVE0IDYjls112/wL//h3tx8bM/jXPSPoSPOeUG9lx3LAAP/OF/xns4427XMD5+T3uN9swm3OsHbsD7mvFihUNZWl5ExWY1ruxfwfkRB/YfYDSeMJmM8HXF+mwdX1dUVYWsr6Ax4CoQdVTe47xS+wrvHYQpaMPBA/u46YYJN13+VXYds0Sz70bWwxpuoEBpmlWabqDmGZRWRxMJLeG1GCHp/rYjiFyg3EhVNooYMoaWiKl0bKKd6RhSLzoz32x7YaPLoW0uWqQdgVuQphabLOuTor7Wl41jB2H39tdPb585craBkG3W+GbK1yHUsEwMXW+9KzGigtsYhXwVbF8cbkxhTuFqP/b376tafSXrUMedb1eh9bqcZ3b5p7r0d9yq8Z460WvDCJOpNZqS4jU6U1dEEE3lcpKvlIoQY5PUONfmaPUTc1xqpwnWvvMCM5hNoxE4XOJeNhNS21I23XlJyidTjTQhEl1MswidhSmjmOomFXXtaWY7uGbfAqszx9K4IxmLO1epRjOaaZ1yqSKLp9ycFD27LzdevwudOSYLU3Q2ZbJQgZh/12hUpweuw/sdVssROLiyCk5Z2rFMXdUc2HMzMUYq76yWY+WtFJBYNp33Hu89N990MxKFK/6t4uRTjmJ2cC+r62vD8bLhwa8tObIc+Aji0eT71Q0GU8jaMaGJZJP2acdKq+lAtpvIY0i7MTKYBdiThWwkZVJmEzNys/1hPk+qeqfYLdeNnzsyP/w7N9RGXG+ByB0KfSVvA0nc4qvU33YzvlZQ8O2i8PmC7Yuk4DD3j+wg52M+crMZ5rYdJNjL3Pr5h23veNlYsuMlmv47zLOZ79PGh9zGjppflzGQqq7xvkphn4iVyZlhSfKWG2SJ+N5CaSkkmVU280pyOHEp5GbkLWhOPbdZi80smjmrOjR6NLh0HXJIzKPqk4FrYG19jZWDDbNgEwNUHSEoq6szQvRE9YTgOO64FUC56FOnpbCQXQHnlFPvfjniIqsHR7jxjDjz7bWPEf7xY2fz6XcdQ+Udu3Yvs7xzB8s7lllaXmb3rl3sPno3Rx97FCedfCInnXwCu3fvsKLkUfBSsbS4xK7lHYj3VK7CScVoVFP5ClXLqRMcXio7p5X9rK4cZP/+/ezbu5/V1XWmocG5XMrJbmg2s7VBkFQuzbNJTYaJWcRMN12IZJ0r064uhpaXdsRb53LH8mxJI7+dKkoyd+2+EDGNEyPmGyOKRgQ3U6Ls2B2RacOM82732olV3bnQfjrc30m5rcGOWzQwmAzDxtegrYKC2xiFfBVsWwi05UcGBGz+H1zZ5H3+H/W50IjOf5ZNttHew2ZOeeg/rOx92KnB4fuRyUM+LXKJHtfLTwsgs/TSlAxPyulSRCokWT9k0wFN4Ut7gKol4de0ZXxcj0SOxo56BOKyDUWaoSdpzl3Kk6q9ZzSe4PwyO3Ycy8LSIguLy0wmC4wnS1SjEfVogq/GfPObC4Bw8adP458mO5iu+zaStuvYfZx9/39lfPRBls+4CXGR2UGr9bhv/wKzqNz1313H+mrDbKaMF5aQylPXnqr2zGYN02bG+mxKCA1r6ysc2L+f9fUZa6tTlGA2Fc6Dr6nqUZqEIBZybSzRf3l5B6effhqnn3IyI+eZrcw4sG+V1dV1glpYd/Nxlq5zS9gVcZkOeKC2d6Ulw23i3mBkbH7/SXfRpjr2R1ci15L/jrSjTnOuWZ49QTv717bPSZN0+Vy9Iw5OMXWvG6/d8rbnkouLb/F9zNvP/xDpH6PXdn/Zxo17n/Pl7H3/8rKBy39BwW2AEnYs2LYY5IfMPTBa8SBjE5LF/DZbrN+MDmXCdWv/Rbeaf1sTLEmhr+HJ2XFMzXJoCMymgRjN+LRVP7Ci1xorYpQ2FGgKTNIjRPFeUw3GpKpgYUrnjFCFENsHo0bHaDRirZkmMjdkoJWv8bVnPBozHi9x9vecxl1OmdDoXqTZxb6917Nz19EsLi8ynkzQ6Ln3va/mox8N7NgRuf6Ks/kfbziDn/3pD3Pi6Wa8urhrjfHuVeuvV1xt3lajUUMjylc+fxIPOHeFgyt7WTr2KHbtWubGS/+NppmZrUVj5+y8MJ1OzW/M1yzvmLC4sINZfSN1PcK7Md57VtdnKSyaZnA6GE0mnHz6aezeMWG2spebb7iZtfUZs6bBOd+WshqOiE77ySTE7icb5c5EjFrLkTxbUrPlvCaC1afpuuVwGwz1dowlF/xW35JE0Od3DGxAJ65tTK+SjqRtSYpUez8Q2kW3GGrMV9HOYyMRa8OJW4UfN/tqKd/KV7Wg4JAo5Ktg2yJPcx/UoAP7x/YQv6j72PBA6P1CzqGVfrt9Eje/34aHFPSS/qX9IxOYTMK0t0d2PjcFyp4yzjvz5nLCqKotBypM0UQy1DkkPaitwLI50Teha11TsWcLQTqyhUGIXZ6YSK4FGVI/lBhmNLNEBmNExBPVjFIRQcWsJqbr69SjJZrZKgf2RVTW0FCbC70G9h/cx4GVFcCxunYcs5nnwI0Vn3nziYDjmm8cwwmn3AgSEa/48ZQYYf36ZRZO3A/AZZcdx4iKd/3ZiTzj+ZexuGOBhZ1LOBfwlcfXjqP9bmZNJITIjh2LOI5juib4eszyzgn1pGJxeZGqstDteCz4g6mskqZ742AWIss7d3PK2ccTZgfQz83Yd2C/Ka3SObVFIGYlMqlZpirl+xkt/66dlRF7Q6lLkO+Pmo53S28piY1kVSsPwt6gVEmJ9Xnw5ruYJdpUXD0TsE3Gvc5/zipXe37dez83sv89yqWQcohy0P3UvvbeWxWtfyXmfwTN90GGfewTsgFhc0kdL8yr4DZGIV8F2xZmFzDUBubXb8D8QycvG+zYe1D0nwxzD5LNdh+Kbfnhmcv7zB04VePOJEwk12g0eK8gAefHSGWhrsrXOAcaGysfBMT0EPbiERzinZmENkkZk/xQ7qpkxxhTex5kBlpRVSOaZoZQJyVohmrDbBasxqQoJId11YgbVa1aJmLFvJvZCvv2rrK0oyZqxFUVszhjOp0yGS9SVRV3PXsNkcg9ml1kd/djTrrZ+qaeIFOqJSsJ5EYBbRxSRa745m4iyqo0RH80O3btgzBlz9VX4/wiCzvG3HjN9VT1mPHI0Uxn7N2zD+9tokATaw4evJHp2gFiDITpOt6rTUSIdl3MksLI2DQEZMduKh0xWVpAVIkhMoshBRdtVqNVAfBkKwntOdBZCCymOqDJ8qHdr6/z9MdjNkbNbCKxiMHW0k1+RcmZ7TYlI5DNXEUT+0hjsB2L9JpOTEbRbvLt3A+Nrm/dIu2tOyS3yd+n2FOw0n+GsyM3F67mv2Dt5dhKQO53JhrdbeLWmxcUfCsoOV8F2xbts+HW/Kr9Nn4BHzLcwZAEDhP+paeMydwLU6s0vfqPoBwy6htlCm1SS67B2FE8krolKWRjhbm998nDKxmixm72oHlgpULazls5o9igGpKC6FofLCcOTdYW4sD7bGkREG/liEIIOCesra0xa2asT6dMp1NTx6YNvvKcfPIejj9hnR3pt+PuXfs45Ywb2ut4/ddPYP3GJZqDI2Z7lpDKwqAPv/+lpnQGz6+dvwR1zerem1k5OEWjsLp3BVUjlldffS3XXXsTMSoxrrNv/w1E9YyXdzGdTmmCWUCEYIWtnRPqqjLbCWezNFcPHmS69wDNvlXWVw8ya9YIMZB1HdUaYk6Z75SbwYQNLOQb1aXkeytjpGl2Y384WQ5huv8tWR/+rEjTN9r9jVTlV6Qzv7WCTrnMUj/ncONXYLOBvXG1zi26pV0Hk0y2OPqA38lwnw3t9bfrbz/f6lyfCukquD1QyFfBtsRhEa9+NGcL1SqvP9RsRDQZnAabcWfFpVM4o/cPff/ffPts/4s5CKP0ZqzRPTRjmo2WyveEYC9VI0W2XFNBa81RwhRZMu3L1rWFcnAOfOXwPiI+AJpmJZoS5n3KR3LgkwlSTKTLimunckHJNyxGK1lkeV82s8+KUFu9Ij8e47xnMp7gKgtnCkJd14xGE8ajRbyrWZwssbi0g8f+yAqrKXx29tnXtLfnG1ccwzWXnsrq/gXCWk2ceTTY2soJdz3ZSNp4QRlNxiiB8XiZhZ1LLO7YwUmnnIkSaBp7HXfCcbhKGI+W2X3c0ew6/jhqXxFCwNtMArOWqDz1yNz3USOlN910PVf+21e4/F++zI033UwIgdgoGjQRmpDIlhFhu58Qid1dj2IzRaOgamWN8sCRXnjOxk1sSVOUSBQjbUbcbOxEINgQoCuanspJpVe2BFGNRBpU7LjWq96PgE0Iis698vZ5nGvOH+wRzLyu/Y3Qbzfvl3P9XZcLln+kiLDpk2w+Z2y4cpNl88jh0VSGaPMKmgUF3xpK2LGgYA5bhi/yyk2gW/yRLQ7a2YuBTSwltn4+KBC1+8sR7OG1wRg2z0yzHcyH0+Iy4pp0zF4ySwo5ti7n0R7S4nzqq7PkfBUg0vp6oi1ZMPd/e/KJuFRqB/O/CuaO7tKDUdui3EoMAXWOGCLqIajQqFC7ijBTprN1VBuQGd4ra6vruMqxvLRI00ypRjU//pRVPv/H0lN47LQ+9Il78AP/7jJ238VIVpy5NFvQLuFXr13mgJ/yW28EcYHR4hJow+JRR+FTDHrH2oS9Ny7gRYhYTcmlpV0s7KwI69czXVttycV4skAThKiRqUbqqqZplBAaVlYOctVV38TplLWDK6yvrdHMGkIyo40xEhEiCi5aWDb1005JcVnLall6yi0jiZ2xZdFWkUBdq3Zmoq4akbR/54qmxKx89cataipHJLEdH1l9M5+47lp3sTttl7VjsHvr+pvOI7eRa362JCr3Ye57sGHWooCE3jG2IlJbLM/i7/z3POdotmQQyPXGh+pbQcG3j6J8FWxLtD+W5369zz9ABj/je8s3M4zMn/szqzbDwF9IOyUsv0JSyELvc6uK5M/RlDRtjNC1r15uSt7WOUflLByWHeFNYeke3J0S5yxfK79SEr33Am5G1FkqG2QEYjZraJpA9qJqLQKEdual9FzKBW/kLZpCIwIaIuvr66gqvvJWfBuIIVDXNUvLCxx/wtEcffQOFhbHjEYjTjntaH7yghsBmE47L6/Vqefaq4+iWa+IQThww04OrkyIEd74t+cQw5ilOOINv7PKLDjqcY1IZO3mG9l73Q2oNizsWqIewc6dOxEJLC4uIhKYrhxgdmA/znk0KXOmCJqiWFVVMlh1xBBoZjPW19YIjTHu6WzGdDqzmpBRCRFik1VRJQTLLWoihKhJLYzERHZDlFY9DZrGR7R9YzCj2xC7mpoWIjY1NKompTG2bQYVgrpu+5bfaQozi9XoDJIUOCFGaX9MGAknEUhpx3J/XOdXiN0xgipBE/lK7yGfd/87OPd96n9R26jpXAhx8H3c4hfUppOFe+QPTeO3PB0LbkcU5atgWyIrStm9aP7f2fzrOP88vqWZjvOzv+YfGvPK2GYeRAPPo9g9VAbr+v3LDfcfPHl/TKlwCLWv8a7KegMNMAtK0Eh0ak/y9FM/0iDOtT/5cx1HI2MhhccsrKYKTWO1Ar0L5u/l7AGfSxXl1HILPwm4ihgagioVghfHqHL4ykr3jCc1Jxx7PBpmrK1DdJG6rnBiOWGzZsZ4skxVjbni/+0AoK47Pacez/jw507jnl86DSewc3GF5WVzlf+xJ/wzf/fxe8C60ATHLNRMdi8jew4waxr27z3AwgLsufF6nJ+wsFSz98A+6ko5cGAPX//Spdzl9JOtKPn6OtPZjHF05nZfVfh6xOraAcsJmy5wYO9eZLoAC7URNc3ExUhUCEpwSY0K6d7mOQ2YbenQksJy8WK6L0CqtdgfYbPO/qs3aFJGXyI2rh2EtlR6g4k0u7Ij/LlCgOZtZKga9cnOfBi9HZOZMPXGeH9MD9S3nrCr/fW9ffqnLTasBwfcgnd1+w8kL3qzirtl+U1I3nVbtFlQ8K2gkK+CbYlW0NLufX6Dw7GbaAnYHPECI3eZxA0eLoOnUm6YdqND+R/1TSrb8IjrfqXH1GY+J8HhqbEyPwEl0kQjX02MRA8aAhZatMbavib2Jzic81jIS9uHoGC5XM6BeX2B810ZnDwzLiTCIS6VGEJTIr75ji1MRowmY+rag5syqpcJEpHZOnVtFhmz2YzJ8oT1acPayowv/YNy+aeXEOCqbx7d3oedx+3l7Pt+g9O/71IA9n7teCvu7WD37gOMzt7DPU52POm517C+Z8JsxbFyYJXJUcegqgRZYs/NDUcffQrjpRlLMkEWG26+aR8HD6ywcmBK1MisaZiFhqCVhf7Upfp/JmdpmBFm66wjjL1Q11W6367NvZolRagf2pq/xzHJMa2lRBobru+E3xtbrWozT3Ta/fthw0SwECS6XhOS7nFD7DefB4Z0fewruH3rCIYfU2h72Fa/j/22M3lqf1DMhSQHx+n9OGqJ39wPoQ397yG3pb1r3/cm6/+IKvW1C25LFPJVsG3Rf8j1/7Hu20TcoqmjDN/nSVZPUBgkD8e+ktVTEtr3/nF7/Wnb016/ezllWc1Tn5K4U02avocS0FkEpPfsXp9f4qwhlwpwNyGQywK1IUXBZi5K0g61BqY4b+co6ULmUkLpsY9z+cI6mxgQI6GZUdWCss6BgxFRh3MVzsFoXLO6usJkYUyIVmj74gtH5NyhPfsX2kt119NvYnXXTlRhtlbzb5+4Jw848zrEKV4i3/ziEjd/seLzj97Hgx66l8gy62uOai2yOFlGZQdCTT1aYLq+zmSyiE7XiDHiR5619TX2799PCIHZdEpMpCXEQC0VdT2iqczl3sJ+aeJAVVm4khT6i0ozg2CXoVVX2vvdEhztxlceB2R1sTcuMg/Lg6hHSrp8va69oVGvomLxaiNbmpRTugOycWzPq7K6CTuZ366vFg++IwzXtWSqR7w2I1Q5oj3gVTJ4G/Qx/2gZfOez8jXYYWMbBQW3JQr5Kti26B5ww1/WtnIj8ZK5fftt9JN1Y9zkQcXcQ0K7NyMqw+Pm3C3B2m49mWKvoUzaeg3nh1mMmSD51j7C8n4iVeUtzCoOUUGycoNDNC0jz2T0IB6JdmCXKn9nk1VJtSAtr0uGJ5aJXKoDaYrXtFNu0lNPRJhO11hdXQV1rE3XGPkFFhcXwTXEMGNc16wc2I9zFYsLjkc+5QYu/sCxANwUO4f1+515DdFdxeX/dhJrVx1LWB+jjYPK8st2SUVUxyfft4tzzl1joXLsO3A99c4xi5UyC/vYcdwuZmEfq/vW2bF7gWY9oDGgUc2I9dhjWFhYAM35XhGXZsRVlaeqKipvXmdOzIrD8sFcS8hQy/UKWfXqjy/pqT29sdWOJ8Gu+5zKpL3Q2yB5vK84tUxmHt2yHF4UGKhF88rRwL1+sybTPv2xPCBiqc8DFSxfj/y96vd7E3UtH9ql2pcbmJjOvc/1P6/K56pz2/aVsC1OsaDgW0JJKSzY1mgfePmhtdmv6/52/eV9hWKLZf2wSvuiR9J6y/uIasn2oWdH0YbwYvf3fOJ+vy2zhPB4b2amluiuiAcvoJipqsZkVxFj+mxkTMQlny+T10xtyUQrYAW4wWo/QoyzZKeQJwoooVHiYIanKSreVSmJ32wMJqOa0WjM4sIOfFWhEi3UOF5gun4QkciO5R0sLU0QgeXl7nfjwbURIXY3YfnkPdzl7ldz9x/8PDEKe685ur03P/uz/8apZ075sWevs3z0EvtuXOWEE07hhDNPY8fuBZaWd3Hife9HDAfYe+N+brp+lel6Te0mLC4uEzSACOPRiOXlZerK+rG4OGE8rvDOfM3qqk7+Zh6XBoNIIsAhtgno/fs2GA/9yRfzFiWb3Pt5drDZNjq3PE/w6I+bfvtxq2P0xmNWcueP1Z9AMniF4THa8b5ZX0ivuW23yr/cTPHaYPvCxu/zLalb7Q+kW9iuoODWoJCvgu2LPuHZhED1N9OtGNhgo41/b3hQZCWiR8qkt33/YZy3HzwY2fxButmxQwhMp1NmzYwQZ0au2u16vl6ihKg0M5uFBxZGC00kBIyMpbwj56GqHM6NkqoG3ld4X4OYTYW4ZKSaGFcI6TEqU9CUB5byiQQhhCkrB1dYObDGnptvpplOgYivPLt27aKuKqbTGXU9ZjZtCCFyzb+Nu9MV4Q//6oGsrHpUhebgBIADN+4gNBXX/dvJxADNasXy3oMc8z37+J4HVIx2LTNZGLP76GPwIyFS0azMEKa4eobGGYuLC+w+9liOPf4ojtq9mxNPPJFjjj6W5f+fvf+OtyWr67zx91oVdjw53pwDt2/H27mhaZomNlFAREVUZh4DY8Kf+ujjY5zRkccxzIhxFBEUFFEkQ5ND03TO6eZ8ctypwlrr98eqql17n3ObRhsH7P19vfY5e1dYtWrVqvp+6vNN1QGqlQqlcgnpOPRV+ygWix2+R8VCkWKxhOcXLChNxjE1O6bb6RzYSqMDyQGRPHjJ5oduT6UMoPANPl0vAmvmXH7edc/rC4C47r7l2++en3nz5HqArXtfNO0I3nUAZkYWi1y/UyZ7Peb6aaCnDnNkvknRA189eWalZ3bsybNWTO5BnUq38zyQmSLSB3DeDLSe0/Aa61u6bXJMk/zIm42E6bQopkqu+w09M4/kgF2qMNJl6TlY5im2aR1UjFHKmhSNBCK0jhFGZ8UtlRFIo5PCMmliTpuAEwxSODjSRUprxjTSAaFA2vQRNrmqtNgyQZQid6ICNzFmWSColEIZ19Y2NBqZZMmPghZSOCg3YGb6PNrEtFqK+bl5GkENoz0++TtXZOPy+ktPMVRWnLjvOWzcc5qR/gYqcFg6PQpGsPmKo0gHZCnmkZP93H3XMJ/8yCKvfXMfQ7sHiBfmiBdWcYv9aOHA6gJ9A+PI7Q36RoZROiBWhv5SgTBoESqbHFU6SfFxwBiB57hIIYmjmCCKkY6L5xdwHBcVtVDKgLaVCIxOxiVnXkvbys/P1KTt5MzcHRPzqSicZDJ1zMFucEUX4MrsfJ3L153bJvURa/+W673Od73IZHIBsNfRna7zTY+f3abrre8ax/y9lt7LF7w/TdeQGhuA6sikFFlX/3rSk3+t9Jivnjy7RbSfxd1sF6x92+/29SK3Hfk2uhVh6oMjrG9KG6C0lxva2cd12q8L9c9c2GyZpZpIssqnClxrBSbJTmVim+Q0iWQUwrEpJoRNtCodieOQJP7USe3CHL0glDVBSjcxJUq0FsTKEMeaONYoZdNUyCyhmkO7BJLEkDimKwvyjInBaFsv0hjCsEkQNAjDiFYrpFZrEIWa0/eVUaEd0FViBkuKdJRqi31UNi3gFBSbLzsOjuLksQk7Zhqev/8cTSdkx06BDg04HmGrgQ5ihDTEzXlq08tEdYcggqW5OaaPn6DRiJmbWeLsmSlOnTrL4uIK9XqN5eVlYqUIg5hmvUUc2CSqsTIEYYx0HGxZoLT+Y37uiTVsTDeD083Idsyxblmv+nMOTOXNbm0EsbYP37DNrrbzrNpT9i9rM3/8C7SZm9MiTfOQO17qC5feh1Je4N7LvYzkHezT+2rNqi6Gy/o9givIKm72pCfPhPSYr5705ALS/VbeHXHWuZILKpQORiOnXNf4edGluBIlobHAIXv7FmsZB7r3zR1PIHAdDyNi8nUepSHJfG4BkjEGKYT94NhIR5mYy0TC9EiblkIbEgc0mQBLkbWTsoFpElLLFtoTSTkw0Ml2DkrZDOxRFFBvNCj5LuVCAd8vIoShWCpjTB1jNMHiMJ//r9eTXoWBoQjHjXBd63Tv+QGq5SO9FnHo4rxgnhFvlbjl0jg9xI6tAe/98HEGx8rMHl9iaOsmorBJrV6j3Gwxt7CAigQDg/3U6ytU+yr095eprdTQOqRcLVF3nCT6E0x6IQS2FmUUEmtFrBVaa5r1Jm61jMasmTfrsawd67uu41Nq/k5E9Q1QQlqYm9zkIQNFnayRycAOCeDPO/Ovx46tYbO6l3W9xKzZPscEdgAq0WYDsxeSdc6uu73MH6wLIObvmzXsn1nz9SkxY0968s3KdxTz9d//+39HCMFP//RPZ8tarRZve9vbGBkZoVqt8rrXvY7p6emO/U6dOsWtt95KuVxmfHycn/u5nyOO43/n3vfk200ycw+dN0Jmmshvl38jZ63igS6l1OW43G1i6X4bz7+954+3ho1L1jm2JCJZ0KDsbAvav0mjHrGlZpCWhbKHb3dKSJPk+krbsH5bQghcV+L7Ho7jZJ2xpsMIrWIMcZK3y7Jotni2QYgk+70RGBTWUT+pWGlkUpja9lUpRaOpaTQ1cQyx1hjhYESI6yuKxTIE5Y4xH4gNhYLCceyYDG9YpHZyjKUnJvjqe25gZPtZJnfO4BZjvP4ALw754P/QPPBQjOtHzBx9kqhlM+7Pz8+yurxMq1mntrJCsx4QNgwLS8uEcUi92UA69iJLAQZDK2gRRTH1Zp3llSVW6zVipZN1TYKgSb1RJ4qjTqAgIE3X8Y0A2AVXm65Pun0etOTJynR+IMDIb5rFWc/fq7uTej1TYnd/090Ea+Z7ul3+OB33Wv5YJuc+mWPCOvrbDapy6zq+58Bdfkg1lolWdOZx7UlP/q3yHQO+7rrrLv7sz/6MSy65pGP5z/zMz/CRj3yED3zgA3zxi1/k3LlzfNd3fVe2XinFrbfeShiG3H777bz73e/mr//6r/mVX/mVf+9T6Mm3uWSKwHT9plMBpkpoPeCUX5//n39qZyArd9zudR3HT5XTUyivrjOxflmJck931TrPGogkpUTahkn6ntJ7VvVYgCARwkZNOtIDPIxxAGsq1FphjMZGR9ooRsdpmxu1SUvUSNJi347wcIQHaOI4RsUxsYppNAOaoSKKdOYfhZGgPVQsiOMwG3iBIYrcDkVaGKwzeOA0fdvnGR2vs9c/izGwvFCmtWzzgZ2YKvDhfy4y2D8IcYOgWUcrmyYCIjxfo3QLpSKarTqOLFAsFSkWi4Cg1QqywARjNEZDrGJaYYswClFGozCEUUij0SAKwiS9RBJVmrdl/5skcdZLEIMtSi3WFqjumDfdaD4n+Ylu1ky3Nab4jubM2vugo9ncXE0rIax5WeiWdCp2AMd1AKnMLZTr+52te4juhtbZqAe2evKtku8I8FWr1fi+7/s+/uIv/oKhoaFs+fLyMn/5l3/J7/3e73HzzTdz6NAh3vWud3H77bdzxx13APDpT3+aRx99lPe+971cdtllvOxlL+M3f/M3eec730kYhuseLwgCVlZWOj49efZIN6DJO0Rny2B9zZRXFnnl8hQP9g4TiiZTnoIutowcE9DVRn4baUic5kXiS2VAW/OhIS2S7CSGMJnV/AOTi0SznbC+XLZQtNYx2kRAjBAaIXXCYiV1CHVMmx8w2MeLgzCOVbYytscwkPo7CZlAQ2Ed/JVSpAlfwzAmjjSe7OfRR0f4vjdexM/93O7srA3QaPk8ftzm+xJS41Vb1k+nEFMeXUYKG6V57u79PH7XPqJY8l+ef4LXvyJEOkVGRicZGpvAdX2KxSK+XwHjIqWH69rx7B8YolAsELRCWs0WWkUoFWGMQimbp0xrjYqtGdYCXY3K00DCZEEGcayS2oa6HeHYda2zi9k9b/KsptTYBLd5k2aOybwAqEkjXDvZsNxlyx+ue5uudes0vr4fYldbmYkzYYnpXNz+nW8nWZmrP45Yb7/8+0N+2Xp9zrNdXefe/dL0DUjKnvTkm5LvCPD1tre9jVtvvZVbbrmlY/k999xDFEUdy/fv38/WrVv52te+BsDXvvY1Lr74YiYmJrJtXvKSl7CyssIjjzyy7vF++7d/m4GBgeyzZcuWb8FZ9eT/tBhyuYy6lmemjAsBp+6HcqIUpLC+Wdlbvmj7aWXmjJxCSdME6GR5+j/foWzbXF+NSUwhqRLL63kMQivQUdKAwhBjEmWvTMJGpUbH5I+NWEyAV3ZsTRTF1ryobWFtZIhNlmqRokj2VUkqC5PFbSZURDKIWboOodGEKB1hy/IkDv5ISr6PI0DFIVHYoNlosLKyxB/+7sVJW+3yR2mG+wePTbIcSoQwtOb7CBZLRE2PiX3n+eQ/Xc1dt13KzOGNlKtNPFezqb/F3g2LrMwv4Bf6ESagWPKIoohSuYxXKBCGmii0iWanpqZYXqrhSoHnxHiOpOB7uNKWbrKmVoNGIhzXzisVo8MYFcXEaBSaKApsfUqlUUZ0gpQ2Rmt/dPIxubmaS+CbRcQmBFhGhK03h7N51LHWHnM9YJJnZtPPBZlWu4ExdOYvW2eztAfdOcQutH0HmyzaqTU6Ur/o3CcpMJ8ycWm/09x46UtN3nm++xZP+5em75CyzSD3wFdPnin5tgdf73//+7n33nv57d/+7TXrpqam8H2fwcHBjuUTExNMTU1l2+SBV7o+Xbee/OIv/iLLy8vZ5/Tp08/AmfTk203yDsJPpSiADrPfej4t+QI96fYdfl1dZpMOcJX7v64vmWiv1zkFtB5A6+xTojgSdslohVKxLeicHifV8pBQABptFFqZNmsGSOkihEsa/SZkO0ourdGYZr3PgIRIRsUILFS02k/KVMHZJK2u5+IUJFIIfN+hXC5QrVRwHPBcl8X5/mwAW0Jzr1whz/a4xZjmLQ5hLPCGVsEI/EpIdWwVVwj+7r038tknx/jHr+2ygFMIzk/5RHGE0S2kW6LVauB5Pq7rIoT1jZuY2IwQEt8v0t83xMSGMfqr/Xieny13XR/PdfFcz5pTHesXZ1N0aOI4JI5jO6YmtiDVdM697mudsTnd4OxC87R7nomu7VIm6CmQQ4epO91FrJ3P6306jrPO9zyrdKH7bM2tYtZpP3//pS8huftyTfvr7Z/v2oWYwdw4r3nJukD/e9KTb1a+raMdT58+zU/91E9x2223Jf4W/z5SKBQoFArfeMOefEfLBR+m6QOdnJJJFl3w4Ss6n9KZ4so9yEW+XZ5aEWXfU8WZ/pZthSy7lq/pmwBhUpBiktI2JlFsbe0vRBK5ZyFRUvbGJkq1fUjzWSlUUsrHsgFpfUcH6XiI2BAqlTs5kzFd9lgqY8Uc6eF7DtJJfNNMygDGaBPSbLbwfBeDITaNjtNalDFHdYM9VABotlz+8HfGeP8/vgf/8iXQEAhQd/Vzz107UVrSjBw2jAfI5IL83Z+6vPGXJ4nVYTx3hEpflWa9hXQkShkajQYTY1toNJdxHIe+Spm+gTKN+iquW8J1SrjSB5OaXO0nViqjnLTSKKmIogilJFoZ+8mAbzIsubmQRhNa4NwFQPKAxuSW57+TAyTdc+pCk7d7Iq4DWLJVuZeIPKhaT4TIsbFd++UwevswbUqzA9yl831dX7Ku/q6H/zr807r6a8z6w/JU92dPevJMyLc1+LrnnnuYmZnhiivaCRWVUnzpS1/ij/7oj/jUpz5FGIYsLS11sF/T09NMTk4CMDk5yZ133tnRbhoNmW7Tk2enpPX4JBbIQKei646c6gBiOWWQvoHnTSTrRkZ1ga9uVqFDAa2zW6qM80Fmaxvr7KdA4UrLaMWxtspfpzUJreaxdRd1BgiSWEQ01onegC07hC0VBAItsNGMOJYFk4DjIKVGANqkNR/bY9I+V4kj3CSvWLIdIByR5BZLSxl5SCkYGQ6wZ+0k4204JVrsNmUEAgfoA0pXLJHZlADn2hXe9tm/ZOb2LURnBpm+bQdRbKMwj8xWOHVkgdFqiCnUqDdC4sjQagUErZiCXyII6oBASge34BNFEXEcIwDHUSAjhGPQEQStpLSSUm2EjCBWikajgZEQRWE7GnA9gCM6/nXOAdE2X6e/85LNxwuhhm6Akmy3JgI3t213P3NY74LScU9cANSlhGue0cv61AW81ms/c9pPT2Od/qYvPh3nlWe6u9it/LFk7gXnqdKc9aQn/xb5tgZfL3zhC3nooYc6lv3QD/0Q+/fv5xd+4RfYsmULnufx2c9+lte97nUAPPHEE5w6dYrrrrsOgOuuu47/9t/+GzMzM4yPjwNw22230d/fz4EDB/59T6gn3zYicp+MYUiVQffDGtYoxG6H/Kc8kFn724B1rk8WS2GLLOcVhsl1dF3m4gJv/KkYY1BKY4SxNQUT7WSMQKk4AXQuTlKr0Zb7cdopMwCRGDmVUoBNWWHNkYARlrmSJtlH4iQOb1prhPBISxi5xkFIg+NY86KU9kR1UrBbCIuElTbWLy357wiQwuV//elneduP3oLA+qnFjiHJ0YpE8OY9S+sOvzcUsOnWIwCMv/Ao8iMbAfjJH5hl52Ua1y1Sqy+zshxRKBQwJiaMmjQadRrNGmCIwoi5GRfflygdsTg3TxRHLC8vEQQtgkAShAFBK7SmVGFNqsZ4hIFCC410DSZOrpQRbX+s3AVcD4Cska51edNgdtHWQ0frAKm0eLfJb5M/VG5lNhfzbXWb8WAN2M5OKQe80i8pCGtv1Hme+TYzwJW+VOTAZr6Np2Li8qdp1jlWvu/rsY096ckzKd/W4Kuvr4+DBw92LKtUKoyMjGTL3/rWt/L2t7+d4eFh+vv7+Ymf+Amuu+46rr32WgBe/OIXc+DAAd785jfzjne8g6mpKX75l3+Zt73tbT3T4rNY0jfz/NvtN/OcXc8MkkrKUiQuVOsCMCms/xadizsc/DsUawra1jBb7W06WAcgijSNQLFcj6m1DLHSRDqiFQrqjZggxHpOactgWd8t1wIpk8IcklJCdhkShP2T9ENgdBJVmUX8geMIjFFJPUqb3V0IicBN6j4CJNF+xoDQSGHzhOnENy2OY7SKEFISxzH/9be/wC//4vMgKX0E4DqKq/edZXwooHXHEKVrFzq0qNEi8/n3tyzTuMnFuWcTl1zvUosi5mYXWVxewfUKqFjR1+8DCqUjGvWQwaGhZIwNnlcgbEQUCr69xo6bjI9EOALpSFwj0FoRBk2IFCIGL5bEWhDVQpYbDWqNJo3QAlgt29cuSyB6IeCVXtx15k33gnVBiKETHOXNn6JrO3LMUHfzuZVStNd3g5c16SjSn+m+ybp03qdgsAOU8hRjkW3Q7nNHf9cBiKnJMy8XAmx5U2kPg/XkmZZva/D1dOT3f//3kVLyute9jiAIeMlLXsIf//EfZ+sdx+GjH/0oP/ZjP8Z1111HpVLhLW95C7/xG7/xf7DXPfk/LenDVJsk0/s669Y4E+ff3vO/TadC6mgnvzz93s1uJO04Bgty8vsn22dt5fuVZ+byb+qJ4ms1I2r1iPmVgHPTDbRuUW+s4tYlKysNGi2dgSOhHWtecxw7IElonUAgpMTxHFsuKPH0z8yNSbJUozRa2+g+iYOWChsFKdpMUGzpDmFckIH1/xIusRYIHeP7Dr5fwHVjpGNspKiUGBRxHNLfL3jnn34eKR36S+O8503PZ/vkIkP9IduvfZyy3+r0IzJw9NeeS3nPMsMvOkZxQ53+y2cJHu1j7rE+/uy2jezb47F75zIuDtJI4jDGc1yK1RLGCBwjkL5LseghcBkfm+Rcow7G1qF0XUn6GHWlzXEWmhaNRovZ1SVatRDfL1EoOYSNOudnm8zVDKvNzut6oQShHX5fKdDJm9NM5/U3eWBDzvxn2oxPR53DXB/yTJTJtZ0ea91AkC7mKX8B0v511EJN+0HnnE5NfeSWZW3k/+f3y4PUpH/Zrl19WsM0dp1HO1K48/jpAEqZBLs8DWatJz15OvIdB76+8IUvdPwuFou8853v5J3vfOcF99m2bRsf//jHv8U968l3kqz3EL4Qm5UHSBfat6Od5E9eweSV5hpflFzDeQyVb3DdPojcMfIgLWHIGk3FzHyTVqSYW67jOgptAopF3+asUjZvt21LZiyISBq3PyWua82NKrZ5rbQ2th6kA0JYPyzroyXwPBchHGKjcRwHKSwTZFkuiTahZdIS7e5IBxU7+J7B9RwKBRfXTXJXScuWOY6DX/Ap+EWMMbiuy9RjVQDKRWt7bC5VMFvDTFnqJYfDv/5C4tl+WkcmWLp/kr2/8kUkhsjT/N2nhvnnjw0jxBB/+c45iiUXzy1RLDroUkgcKeLI+sUVCgULQoVESkGsYnTGFko8z8UYg5QSbQSxEiyvtJieWWF1UYNpYgTEkaERQD2EZngBRqnr+maAW64DDLp+XijiNZ0e2Txc57gdZsXczmvm+roNdLYFFvy1fQjbm6Wgbj1n/HxzHf5buf/d5tj8PZu2uc57UHscknPKF8jOwGsOgOXNoxlwXefUe9KTf618x4GvnvTkWyEd1hzTqSTWKCHTtSyPmNZ74+5eRxdT0bXPU5qcYK2S7vjS3jaIDAurESvNiJn5Oq4v8DxBX8WhUPAQvsF3wNEGpYT16zIgtKVbhLBZ6qVIfLuE9emKYwNohKMRSIyxTJUQ1oHeoFFxCrBs/q0sh5i2DJkQAo20SexdgVYOjitwXDBESFEENFEUYVAYICTC9wsI4XDv3+4GBKemB9g8WmPqxCSTfdoyPjWB85lxotlKhnr7RQBnysiDS5Ree5LDP//dVFSToa0thoeLONKhVCoBioJXokULFUdoY02grltBCEmsNKVSKQFaNgggjpPSSgKU0kShZnEpZH5R02zawuHaGGIFYQgtlQRN5Nib/OUT5AJAui+tabNkeTYov3MGNNaZb+uu7z74N4EyOsDdOs0B9mTl2g0vOM8vALaEYE1U7zd6EVqv6Q5gtWZhT3ry7yM98NWTZ62kii1ztu9atx6g6VycagWTPb87GC64YA6xjrxHOSbggmxYTlF0AEUurPiMEGgDYWwIYxCBwfOg1QooFCWlkqC/XMQvuLgom7Vd66wVg/X3QraBlRAGKTXGaGTCeqUAy3rHG1yUTTgqJLGxwM46wBkEMinmDRhhk5FqgTZ2eawijPTAdbHsl+2I4/gI4WK0deZfOW/TTNQROG9+nO3ePNK3caDyTBGtJa4fEQcOg5MLjG6e7wCvXkHxvDGPW99+lPf+/TgveeEqu3fbRKixMni+SxRpHAGrK3VrcjUWHK6urhAEAU6ziTGGOI5xXIEyhlYQsLi8ysJiQK0BsbJmXaUh1tBUEOfZmqQ/MpmDa/yRaM/Tboape95e0AcxN48yBqzrWB0gL8dKXbhB25jpmnwdzFP3JBWdjNeF2s4qXK1zPtm9kIFJ65v4VObRpyOZCdd0jlFH/3vSk2dQeuCrJ89qSU0QqRJsL1yHIdBtJswut2CCvIfyBUw/puNL1pzNeiVyD/8c2OroTxuvZMvy0ZkZU0eX0hIJA5UkTA1iQxTaAta1mqFREPRXJYWSplCQ+H5ycGUwOi0iLXAcJ4FUJvFHag+EIKnDYwRSaBxpcL20QwYTarSSyXnabPDtvTUahTLaOqw7LrFqYZNdqKQ+pQSjQWlCFeIZSXlsleWTw+iRaU7e6XH1W85nKThQAq/aTPoIXjGwY7fq2fNxDQdvOsrmrVV+7bc2Mj/v8eBDRf7kD2dxHEGtVicMI3TsIqS2YLVQQGuIY2vmlI5DHNlC4WB9ghzHodlqsrRYY3VFEcXtpLihglaEBcHS4tT85e34Lzr/r2fWezqS9wn7Ztt5ukCsG+x0s3EXeqHIJI8uzQU2MXSAow4AlmOhO3Cg6Nz/gn0WncfKB62sF7nZk548U9IDXz159oroZL/WMlvrS+ezWHcsW1epmdzLerK+uwSLySmT7Gu34koBVzfjkRxjjY4TJudX02YHjDbE2ubsioKAWj3C9TTFkqRacSkWBeWCh+NKm7sq1hhtAZh0BELYLPi29qNI6hMmoCxBjVJYPsKRiWlRpf1QSOkhkQipEmDloE2Eim3qC2kkxWIB13USRSmIY/DLLlEYsXimxPKpIQCOnR5HPFgDcW/HeFi8ZsFjHPoABHeNYfat4o+0+P7f+hR6+rn8/ZcnmJ/3GB9bZnFpEaUCtLGBBVEQUyg49FcrVCplwiBGI/BcD9eRaGOsSVbY4tZKKVbqEQtLEa2AzJcqjKAVpixYZ1mRjmt2IaYHOhilNYBn7W4dG9uv+Ul44c3XPXj3NnkWa519utkwICt/lZpY1wDCrvNZ9zbKvWxk+6QF4fOHzDvvJwEfJnlpyPd5PZZx3S51Acqe9OSZkB746smzUmzJZxtllUo307CGeZAXWA9rlIIxbWaq2wk4/5BPw+2hHbbf4QO0HvuRP5GcYuh2ygfLzkHblJM/vkp+hUYRhtAIFCsrmmLBo1IJKZckvgeeFCgZIVUMRiGlxHVdpCORUhLH2rZltPX/SnzGTFpkWhiMjMG4OFLiuh5CS4S0wFVrgdaCODYsL69QLUQY7eA4ro0mlIJWCJHRtBpNwuVCguYE33PLw9z63V9FLnho1QQBspYEASgHFUscz9a4dJSgdt8kw7ecoDLUJHBu5zd+ZS+f+azDqVNVzpzRDI8qTOLLVe2rWKCpYhq1Oo7jEMcBraBOK2wgZcHWd5QSrW0E6fT0CssrNot9bCDSFnhFUQK8RPv65v2Z1iNX1kt1sAYAmK59MyZIJEDIZICog2RK52Tu+OuZ2TKwlPudn8f5Fwq622DtnF+TYHa988m9dDxVSpcLHTPtJ7mXgdTs3Q280vPOoklNu72MrU7+C2HvV/XU3elJT56W9MBXT56VYnKfp5ILMRNPFamYtdtFJ+SPl1rSsoWirZwv2Jd1FNK6Pi7r9G39BsHIdjcNEGlD3AppBgLHERR8KBUklZKDX3DxXc8qoFjhCUHJsyApEjFRFCdpJSzTZvOCWZOcdDSOoymXixht0LECYcsdpcXBHcez2fa1sXUXjc1VJlyB0h5xDK7rMHvHAfaNhYxOznL9wTM4HhhEmgAftSWgeWQAkwC8VsMyX3Hocv5dlzNw40kc31AarLPz+vv43oNw3XN+jMcPr/D//tLDSIckLUZWxpk4VlnyVwClItAaG/EIzSBmemaV6dmIKLYsV2wgCK2pMfWkc+TTu8YX+t29LGWi8sxtm57qAk60GdM8mOsAXjmQ1XXUDiaVzs2/oXS/GHyj3FpP0VJ2VLttYvZPqF9hZOIB1t7GXPBguf50rdJdy5/u86InPXm68m1fWLsnPflWSE4/dSxbo1yejq2hC3itWZcCpS4g1rZ5fsPmO4CXyQEu013/r+sc1gvP79YipmtbsA7wUSypNTRzSzFnZwLOTTeZWQxZDQRN5dAINCu1iFZoENLDd0u40sN1HDxH4LogHZM57HuepFrxKBYc/AI2M74AR9rakmiJkAKD6GCGHOng+x6Fgk/08H6cI5soV+tc98J7EQJUCDRlpjH1QMS5u/cmflhQHWgC4PoxQmjmPrmrY3yr/fC3H/l7BgYiXMejXCpTLhfxPNcGFRhhgxFMTNEvUCiUkcJNEsJaoLiyUuPMuVUaTQs+Y2VBVysmA5fdc2Q9NutC6Re6N86ua/c23df5AquyY6T9Ejl2dL0XizQZXvdc6jpOd/sdn1zzUrQ/QiT+j8nLwHptZHVMhckloU3riyafrD9ibZ+yk+wakwsBwqdxX/akJ/8W6TFfPXlWSvoszh6+XYCl+y29IzJsPeXT/RDPm05Ekrc02azNp3Tud8FnvciZe3JmzAv2J+2DyLEsuf0z0UnXM/arzYGZtvs6GlAKwpam1gpwVgKKvqTgCzzp4LuCku9TKrjWT8sB6VqNqmKDSRzsfadAwfdxnZA4VDRim6BUmMjmYzC2CHWx6GAApRVCGKJIoUwDY0osfvRyQHD5DQ8hE6ZLRz5uIYQAKEG4UqIxO5z1P47cbJzcQszjf3YNX7pvK6//lc9lY3fRpQu89S33sLIEQcsjCFoIA1JYZq9QKBO2IoQu2mNqbOHsOCbWEWfOzjM7G9p+YyMbgwjUeuY+3a4pmgZ7yBTYrHf5E5S0nrmSdX63EZq92KlpPQPsT8eUxwX6kq7LvwBkf3IA06QM6NpudQOj9F6k677p3i07zxQ0CsvG2fmaDnRyl3UDKQMdyb3SBqGD0cvAr1nTzR4e68kzKj3w1ZNnrXQ8SPN0xIWURn6Dp2pzHeWhu37LLt+S7rfwC7W9RiF8QztIspdp+5elyjNdnX010vZUWoXW9pvxAIWNQAQVg4o0zQZIFL4LvhPiuwK/ICmVPYolF9dxrSlRKoQnbQZ7V6IdF0yE41ql50gPgY0cFJChV6M1OjmmEYJwyQc3gtjHSfzFhKNYaXmMDASQVguT1tS0++rHs1FIIzRbDZfBaovmV7dwx3sOcu2bHwYJ0oWFGBZPjXDlFU2MjrERohpDTLOxitYxtVqd1ZUZtEpzkEUsLdc5c6ZOrABXEAVQDw2BAQebCiEjXlKlvt51WwfxfDPRjd1APn+dRXJpMSJxSO/sgOia908nwm+9SMdsf73mVNbtZ7YoOfd8G2tBZR6Iidy6HPIzIDBZ9G9+dYcY0Nq0r0n3y1fuedD9ktSTnjwT0gNfPXnWSmZmTB/2+XXdb+e5B/16piFjyHJSrTlOzswncp90wVO+USf9y/dHklNMT6GwRe4gIvWJSY7ZsZvJf0nQQS6jupP50bQhpEiYDa0tGGtog5QG19V4tRi/ICh4Ln0lH8+DQrGAdF0QBle6RMLH90GgsfnDbAoKx/GRUuH7BRtBicZxPJCClU9fCbH135o5P8rE3vOUJpZwCgpViTMniuhchQ17j6zrP1UdrNFYGmS8L+Drf3WIa97ycLbdS99wlOftu5m/+tOvU6n2W9CsNY5wECiazQatQKFjiVEC1zFEynD27CrLSwohITaCZmSBl+VgTDuoIgE3QnZeszURrbnlKdOzxsRIu62Oayk6Lmi2ziQNZ6xprj/mAm2vC1ouwM6t2UysvYfWlTwteMHGcn2ibV60bFfuBuq6lztIru7jdIHMbrDasSwdwR4A68kzKD3w1ZNnpeTwUHvZN3jz7zBHpm/LOUADdDjSa0hybGWGkfV9er6RQssrlTXA6gL9zO2cJu9ck55izY6d4KqtqMIOhW26vmttzWsoCBSIEGTT4DoRK15EqQjlkmKgElPwC5RLPnHcsukoTM68qRU6Ngi/TTcYbdAodOzQfHSzPSMDM0sVKlvms3PVxXYMmr8icQbj9gjkzntqtQgNj2bg8/I//1DHWEkJe3avYpSPdByUiolig1YRnucwMDBOvzAszc7huhKvIJmbaXL2fAsFGInNnxZB3B6iHAAiYzizqEfROe8EZGZgKYX1tUqYs/V8pzKQTJpfwbTZmrwpLWF5OtIwdL90dL1MPB2UlfZ3vbG+kD9V9/cMLybzych2m933pElOrM3crmMfzPWtY+xzgDDP9BnTyUyT29ZuZndaz5WsJz3510oPfPXkWSmZz9UFJIexnrasAVTZq7RuawDdqQDWbT/32t79Jr6mj2te8ddbJxLgZbo3W1/BdjAIomN5XpnlN0+/WMdngYoNcWRotWC1CYV6xOJKxPJqk6FB35oq/UKWuBVjIx+DMMKUXJRWONK1/k4CHOWRRj+4fsTLf+QTmYKsnRmiWVllgIbtxnSprbAvmsc0HTgySBg5NK+d43N/tYE37Ftgy97lzvEU8M73f4DHPrsf13UIwpBm0KLo+4QhSCHRRLSCBrFqEdQ0x44uEEaAK1CxpBYooqS9XBxexiZmY3UhYJOCq3Ud+Tr36/RXTNEEmXtTNga0c8AL8svtkrT0U/dY5A+bfrkQJuvwAftGN816kyhZnvqJrR8JJkiTPWRA9sLYa/0Wusav4140a7fNhjbX9Z705JmQHvjqybNSJF3mu5R9MmQO0alJJmWsLugHltt3zapMCxrLENH5Jr/GZ+sCdMka4GXaDEk++jG1aImuzlo2LlG3Mt/g+uYUYTJPpdy5JAaYlIJIjukIkNqyfEaLBANIBAotIAogCqEpoFEzLK0ElAqCSslQcF0KvoPrgOcXKBS9pKA2ILRlfpTDwl++BEfGjG2f4vo3fgkvKSUUN1y8m8/ib2+1O1qKMQbc7zqB3GkBmQrP8ZXfewXzj/Vz06ZV9v3hx9dlV0pVBTIiiiOEhHLZRwpJ0GywtBQS65Bao0at1eLsVIMzMzHKgSiWzK0qWt0KPPnfUd4wYVpcmWO80r4k26JN2yk/T+HQBgAmsxfaCSwSejOdE90sJQZMWscomw5rgdcaybWTsb259tcDKfl9yZ9DbjuTO680ijc3LdtMXwpIoQNwiq721u3zNzi51JR5oXQUHd1+GkxgT3rydKUHvnry7JQcYEr9tUQCIhwBriNwXNNWDCRmoBxaSlmZ9OmfdxDWlswhHwavtW4nPTWd+60xAZH73fXmbQ8rsj5bLGS1WFthWbWRHlsYAcaGB0qR9is99jqKpysZldam3WcDSmu0zaxKmj0cBCqCONYYDE7SB4M1S2pl+9msQ7MGyyLCd2I8x+B6hpFRssgzpRRCOuh6mdpfvh4XGN93jhf88Kc6wGuzXqWwY6Y9Pgb0VNn2Z3MjQzyOD1/604u46cBJrvzFL1GcbGXbH79njB2HZgF49zuv4M7P7+CtP/gkrlAYYwMNKuUSQggaoQLX5fx0yCNHY+oR4MPyqqIR565ROoxd36VMog+FHROH9jVsAxSR9C2XVyvNeSJMdrnscWxjImWFku2kACN0sq2TLDZJ0lWRza18Tqz2pbcTUudMwul9kk9Imk3OrD8mAd5tMLNmauX6np6bzoG7bnCVmsvtXE3ejKAdOixy4O8Cx+qEUOtJ0tfcvOpJT77V0gNfPXlWSqY3uh60/X2SseECvgO+H+G4aW1DaYtMA5lDlLHlczzXSRiH5CEvEkWUZHpPFUcWDo81BQkpkdKxoC7rmEhyGrWVosFgdPs7WBNYCuy0tuyVTLS6kCJR8jb7OggbXal1oqwEUqb7mxygbMMGnZqjkk8cx8RKI4ywGe21wSiJ0nadMgZtBG89uAtjDL//1UdwcDBo68uldVZSSbggHTsmjnBRcQzaQwiDNhqtBBhFeGaC8MMvY/+1jzK5+xyr832ZggxWCzTPjMDepezaGQP1u0Z59LMXszAzzAt+4glkmsffgFsK2HPpWarXnc/2WTk8yDte/iNsuvgcR/xV7rt/FIADz5nn+qvPIQQ4UiKQNJtNYi2pVAZZXDLEkYfvuxhfMzysGUmuThhphNG40oIix3ERwjJdGGPHw2iEFLhCYoxGYHBdietKCgUfg820b4wtA6WVSdhYhXRs+SYEGG1QsW6/CHQAIZMEReRysifLOiCXICv/g8CagZNyVGmOsjR1BKZdBNxiM5O1kQG0ZJ6b3K2SbpmytB2+XNgcX2kzGdvXxfil6zNWLPc7Y6hZT745NPVUwQJPO5CgJz35BtIDXz15dorJPURF+79fEJRLmqJjKJUMrmPBiuPY2oapOSx79TbYZKJJEkrR9oDGaFtix3Fk9nYujMyUnCNteR4h86a/9qt/to9oqxWjHYyxLFwG2ozJQFyKKkWi9RzHyeAUxhYCt7ULDVLKJAeUto7vAkzis2VNiAZtDEpplARwEEISqRgVQ6wMYaSIJShj+C+X7WXX0AAAv/WiAr/2xQcIY2PNl0JghMmUvIMFI66jcKShWpKUigoVKUIM+j1vgbjI2JZpDr3yDgBOPbydE/fswnc01F2K/U3cOT9T0AL4zE+9CaM8+vdO4+ac8IWAX7z/D3C9nNJXcP43n8vO0VUCI9m1s8Z9948AMDG6SL3eIgyDBFK1AavWMdUKjI05yIJLZahIpAKUjhFCoqIIbSLLnhqfol/GcWMKnkQbTbPZQikoFotINAjNynKDUsmn2l9mdLiM72q0EUgkcWSoN0Jb2FuF9A8UKBVdMIawFdJqhRQKRQuQVPt8pRTEcUyjGVGvRUTJNdexwS/5FHwHo0Kk9NAGGs0AR7qYJAGcX3QS86sgjiKMSear0AjjYIwhimK0tvPbcRy0ARVrdAoylUQk9nHLdtnaoGEYEyuDcMBoiTGKUBnrP6cMnmdfIIwmyecmkmhaxwJ/bdnVOErnaZZJo0Myn7BvRH6xvlkxcw3IMXY96ckzIT3w1ZNnt4gc3DGgjcH1wPcEjnQQOIn/Us68YxRCSoxxiGPL3tx6cISvH19mvq5tzUKhE7CRmI5EagJs+03ZN3fLmAmTADRj0Nr6OjnSJU0aaZ2iU/OIxnVcEiIFMHhOTrskdIDWGm00ruMkJhu7WmKZBikljiPQmcONQQqTlPix7FeWs1JYf67U1JWagAz2PF+zczM7BweyYd0yWEVpTRApotjguVYBC2lTL2htjyulQCOoVARCRmidnG9coNxf55Yf/RhI0EqweGKc5ZNjVPsabNh7GsdVsFjCxCA828/PVJc58dgk//iV92WsSKp4XT93rTVM/89DxKHDoY0rfKFW4LUvOs7OrWfprwaMjLYAB+GUiJXOGEApbYkhvyCZHO+jEce4rvXocqTH9tIgP7bpGvq8An924qs81pzFcw2looPvOcQqxsHFER7VagGtA4rFMp5QzM4GIB1GhspUCiV+/tLNOELwnqOznFxcQRsoFPvxXIUjNUJIjPItQJESrZPxMxIhHBxXEoZ1oshjcVGxuBwQKYXwYaDfY2zUB+2AchGOQxCWEcJBSIPWBt+HVhAhPQuOJC6FgodWEWiJMTHNVgTCwWhtk+s6LkqZhMWMMdrW89QqIlYRSoPrejQbERiHQslBxwIhImr1mDAUONJQKIiERdN4nkbFHoWSA0ITBoo4gigOOHtG0whtbdE8N5wyY2nQg8rNg7TyVR5I5U3/KROI6VjUQ149eUalB7560pNURMoYaJyEjRLSslrW5GiZIAuWPAQSKWJ+9/W7EQJu3DPE//uhI0RGtcGaEPbNH5MArY64M/tJClDb13aZs5+0AZndXyXbWXOiMDoxIXU6DLcVRkrvWccng8xMo5mjt8jlTcpMPAmLJ2TbJGmsz5rO5UQQOY10aHK0M0JOG5DguoIgNDQaGumA71oFLXFIXfo3bx7BlxbsfOVz17Lz5D52FQR9IytJqgU4ccc+1EIfnh/TdCMqg422+SrnmrRt3yw//rufxCvngWgyBDrtG5z+2RsxjRJhUMYRUBlsEAQtjhyb4PEnR3ntK59gw4ZVIqWSIAJBFCvqQYul5RaNlqE8INBhyMpShNaSd1z6cjaX2wD0v+y8kR998IN4Dkgc0AIpJJ7r4rkehYKLNAYhBYMDRSrlPvy+AqWS5Ccv2oDv2Ov2PTtH+JPHQwzaFhoXCYOplTVTuzb3mREC3IT6MgLQeA54QuAO+XiuoRlYhrNQKlEsAJFNZBtrQ6lQwHVtbU07+RXSuOCCUhLPcXEcUEZQEi4v9i9jrG+As9ECH1q9F02MIxVGSJTSxMrguS6+7ySmccuMgUNfyUMr+5ISh+B6DgVP0WoZPFckjKxAigJCRgRNQ6XsYlA0tKYRaIZGSkQtxempFpEieeHJ3c5tEnmt5M2eOZNpxpCts8+FzZo96ck3Lz3w1ZNnpaz3IE39phwpEEJh/ad0khRT8zO3bGfbaJlGK+LvPm54celq+nZOIZxp24CG5+4a4LNHFsGIrAadwdjowcQkqLVVnhjr72OIEUhM8p5uAVbCgBlrqjGIDIgJIZP8YXnQlYNcCRuWBgqoNHozA37tUVA2CRRaA8az28j0OHZQjLFsj8n6YpLgAWv6MRj+5uHD/NjlBzKF5jouf/2q5/PXv/MGVFTi9v4/5IR7D4EDpQIUPIHwrAl0aXacYw+/hoHhGc4ev5jnjkgK1RrPef4DWXvTT2yk6GpkpcGxmsvFyRmsLpYpBgIK9sxe9da72XXFXKfizbEaRsOpH78FjMNyKHlkroCOXMYumacVuvzThw8AUKnEfN+b7iOODbGykapxbIhjh1YorZmuFbG80mJxRRFFsOna/s75hGArg5yoL+FgKPgOwhVIx0UAOtK4nofjOhRLUO33cTxDxYOy52TthMqOt7Re9EjHmhytT5ZGKZ340ElSD3eRAHmbxDaiWJJMlitEyrC82sTzHFwnQuIRmggda1xHWbOp0RbcS03Bl2hhaDUNFGwwyqjbx6vcK/CE7eMWb4Ri2SeK03kEjnTxyzIJ/FBIz14AoXTyMmMnZxSBFD5GREjXxS+4uG6M0UFyr7iWAXYUMQrXlRSrPq5viFVMsWKSuS5zLwQJu2Xa//MM91MCq9y6fFBv/i7rAbCePBPSA189eVaKJnEgzonV0al/l4vrJE9sI5GOYNtoGSEElZLPW17iMXtXSLBYypyHBXDjxq0UT17ER8KvWMYkAS+ONLZ8j7BgByEyUAcJQEupmSTFgjFprFyyTQK4hEhAVwK+BBK0ZGdjDwcaBzEY7u37OmdLpyz4qvcTn9+Fv/0x4vPbiae2U7jkdlrHLqHx0NWwNAYYKm98B8WRZqJxVKaMUhMMyfgYY5ktrdqa6fGFJW47epIX795mtxPgOpK3/t8f5FN//1xGV7+PM9M/xKcHf5l6Y4nIVXgu6LLP9LEXU1veSG15IxMbzvNAMMgf/NI/IKUFPc35PiINfaPz7No+R+n8AEvLJaqlCKcS4zxZRR1aBQG7L5nlnn88yKE3PAJAuAp+v+1PXHc49ws3kUZ93n3fDq7eO40QMD9fZHjE55KD8zzy2BCXXzZLrCxTFAQghEcr0DSaiqmFgEYEcRwTKUkQKn7rmheSU++Z/PCua/jJr30IFfr0D/i4vvV5cgsep85s5cGH3gCE3HzzuxnpX+JXrt6HK2WOjTTcM7dKHCtrotUGkVyQOLYRp8KANBbICcBogUjBmjTo2MXBQ4gY1xWUSi6YEB1bZ34hfLQOiLWDMBGxVgjhUyh4xLHCM4bv2bCfTXIQvxwSrJTo3zqN48XohBX84WgTAmjFin85PMVKEON6LpFSFCTEGEKlbRQrkqmT+3nky98LwMU3/Rk3X7LKtZPD9Hs+nnBwEs300OOSv5+9H0ckKU2ExnEFjoC4ZstbITVG6g5QZLr+p9/XcesCY4MIsqjL7odCFyDrSU+eCemBr548K+VCb7DWH8sqPaMF0rFbfc+Vk+RzZ/nViI03PWb3yTmGlIZbHNg4wT++87eJNn+V8iUfayuCxHxo39CtvUwIA10gS+SSSBojEKQsSGK+lFCvDRA2y8SRy46hOttae9mrtiT7Cw6tXstYNM6J4gm8O76XM8c3o7Y+TnDyABiJblUIj1wGkS2IWCkFBB/7EUa+988xQChaxDKtb2h9flLXMMt62cI5rpa84aJtnHiizF3nHuJFu7Z2jJOQ8NI3fQWA8yfGeOTvX8eTYQFVPowRgpVTL0DHgwgRM7HlQW649gibht3M3NlaKhPP9HHZ9Y8zO1cFoFpt4RvLHDYNiFnfppT3AC04/46b+Nz/vJ5IOSwvl3jtXe/E7wvRyyWIXJSC6bPjbO0Psn46oeTTf34VL77lMEpDpAyLKwEzs03OnF2iXg+ZXVih0QpZrQUsLitis0oYQSOAazZvRLoxjq8QXoRTiIgbBQ7PnaLqF6g3Y7yCoSglV2zsY7TiMzi+h13+GW4/MsbnPvcWPvNr/4LvtBmvdFLdtGGIa8cGeOdjp1EqsnMAiYpsQId0HOtDp9Mo0pRxjZLrJm2qEGG/G219Bo2SqNjYTP6RwXcNSke0mgGDFZ+Xbh5ja7UAkUuxGANzCAmVyZUs6s9aRg0TXjHr8duu2InABmHcPb3INZPDGODukwGbCgN84m9eijg3xCO0AEll5WpetfMx1ksse3Cv5s7pLRxxToCxhnOSFxVHaqTQWQqYC+KipzI/ko5V56b5fXp4qyffCumBr548ayXNHJF30HWdpA5izlN7wHPpd4pr9l83OamEsStOMliB2SOvoKk8qlf+i2WtUAnD5WYHNIlfWFcroFOzpSYfXSmFZGVhA1/++A9Rcg0v27nIi/wFglhAUqg6zQO2rbWLLc2dyIumMQesafRrzmlOHN2KMzRD8eAdbF3axf6ds1QrIUoJnKmb7ZgYw4oJ+btzDcTocfqHTvKWG4bZs9GgNCzXFWp6EyM7LANyw9UrHP7EixFi7oLjPbltlh/7rhH+4f1X4y9fzZSOOaFiWhhGRmf5xdc9xpljl/KPf3qIA+5H2bOlxuO3XcL+K44C8NH7tlFyNGO7p7lxrAZAX18TmUfSCvbvP0kQFFhaGKBcVOiGC30hzmALXM3SzBBhUMD3NEGrgOPEHDs3SFCv8L5TmrPnqxw/UeKiiz/EiVM1lmsKbSBKUnpoDZGCMLKBA991xQQbLjlDmnstL6/fVeW7XnA1M6sBj07X2DFSYsdIJVl7jtdceS4DMkuN8rpzzBgoupJ+32GpFdqIWW2j/IQE3xVJSokoAV7WV/Drn3g9KwuTHHrxn1Hpa2LNc4ooUtwwvokDfQO2qoDWLAYBDy0u8Nq9Wyl6AtdJTYY2/cf6lFFbrJnabiST/64QXD05nPkVXr29CAS8+Sc/hl+M+WXg8JlBtk4sZfvmU1CABZNvumaIX//KSVQscFwLv1QSXBCHNreZQCC0AacNlToc6rv7u969K9YyW/k8Y6kDfg+M9eSZkB746smzV0T7k2bX9qSNtkrzaFW9Aj9/0c2IBkSr0zgVlTELADqGxPXFRp0J+/8XfuYjNJequK5COjfy9cWzfHb+CQvshIuULiXjMymG2cFG4liywUzwSDDN9EI/50qHaTz5XPzRE8jNj7KyOM6jd98KwhAGRX7s8imu3lDjzKp1thbC8IljQ9w/XWFrf8AbLjqHazyMluC0HeyvOHiCay86B9h8VnLL2Ww4pMw57QvBgCjwSnecv77tRnZNNNjzhr9CCIHrwEi/C/3TpKpICNj7sieIaw6yqBGuXR7NlImWKzgJI3P5nnme8//7MF/8lxs4dXgTf/jnf07/huXscrDwVSaWq+wsCJivMDRU497b90MxYIMfs7ME4fHNLBVO0FcJ0Q0fhbKsF2ACl00HT9jjG4M2kuDhYYoTDZy+mMKuReJTI5SrNVQsKVdruH7EngnJ8LxDeSTkA9PQN/ggjz+5RD2wVQkiA3Hc9h/S2gLnz/381eydrPBUIqVgcqDI5EAR0JibzyL6ExNzDEwVEZFkKHBQZ0vIVb8DgKTfN525nlsuO4VxQj5x7ixGeAzLIeZVxGRfSCsOqUeCEdfj9D0vohpNcumBRXbzQvYOLlAuRBhl2HZwGaEcm6TX0RjjsEX1cdmWYteLgL2GMpeeQ0cCFbgIV3PyfJVq3zJaGs7VAnaPevQXO1VKGs5hTdWWSS6U2nU3925Z6ti+uVyiPNjsWFYqGoyM0MbP/B+NcikUXAx1m78unT+ajooPpgsttYNK2v/TbbuTrIrkXhaQpZvoAa+ePFPSA1896QlkRJfjCHzPxUnKtPzsvhuzh3JwZgIAb3SFQsK8tE6PoOqp35ehtHUOtxrSt3OeUn2FYHoQ3fK5bmgzB6sb0Npw39w8w8FmtnhDKGMzwZuEDLvG24Dog4/f8XqM43Dmyf2cPXYDxVJMGFQ5tHGF6Zri0MQqjqvoL2iabsBSq0BZSX70ivPUWg4L9RJTU4MQ+SxEIQf2n6PqR1R0eQ3TZgyI8UU2vehRdOhwxx+8hImxOqVCzObJZX7upQ8zOFxLttZQCcHFpnioe+Qr8TkV1WZ//BjvOXOsnDEsHe5nx1XnUdNVikslnvuq2yntmqG8ebmzL6NNtu48hxSa8nXH2XPro+xJro/WEC+VOPepA/SXAjAO5U0LqO3NTJE61YjqWK2jTV2sZ99LIyuMb1hcw1pObllkbMMS7qkxfm6iyJHgav6ldRvNaIHIGCINV2zp57dft5ePPThLrA0/fct2qgnYUIFDsFpCRw5Kw2IQsXFDC9c1GRA1/SHieTOIQg7kusCmdmkksaMGn9hIGjhRW3WoLQ4yPz2EM7eRnaOnMHhcPX8dz9k3S3WyQV2UKIcKdtbRfRFyIAL/E5gAxN2DyKk2ODQahBQYR7ed0wEcRUc5qcShXyYvFjqWmFiiA5vTwyjYMhQhhGXrRgcqEGF90wqRZXS1QCuJdAw6TiaFqxCe6qCiUsZJR5LFM4N88fFhbty5Qml0FSGgtVCi4ChCE6GUtE79OqmC0HZGXCvGrjDroSaTA2kpUFsHWbV973r+Xj15ZkWYCxW16kkmKysrDAwM/J/uRk+eQRFAXwGqxcRvRYIvYdemMtu3SFwZ4xjJb1x2yxqw4vQ1KG1eAqB1vp9ovj8zlxQmlvBH2sreGFg9PIaI/Y5lKpQEtRJeJSBqFFhZqFAsKpSyGe6Pnx9k++QyUezgOBop4PFjY+zfOWv3jySur4mVwE1MLVEs8VxNt3z6iVH+5v6N9I+d5/JSmas3rjAyOkXcGGC+VkJefpzv+p77s+2/8Pld/O0f3MJ/unwK3zEMjKwgJIzf+AiVnQsdwCXJdmAVWM21A1mKQQkYDLPtaktFqoMt67yf86dZr76iWvRpPLiJ6guOs4aISVgndbaKDsGNfKJDizCu29u8ZwdaiSRoAeLRGPd1Z+zq8wVa797DwskJVLT23dMphBgNRw5vptIfMlO5jxfdtMKffuEUb7xqA5uGihhjOL3QYutICRUJwuUK9ZkBdNKeEFDdsIBXijrbftUJxEBu2Xpe4cCJOyeZf//lfP0TV2KQNEMY2LaMWvb47h/9OMVLFig9bwoiYc1sEshFfHaIwbJrGjhbonbPGGVlmJ0tM1htUqyqHOOTS/YrrEnTGGjWPTzt8MSpYfoLEYOlCOEYW4arGK0BsioSGCVw/LSgvO1je7t22aTauQEQDkZ1+7p1yly4yp/OfA7P80AYHAxxpFheDHjiVEhDJ4Eh5EGVSI+2LsDKJ+jvXpetSsBZrQmLNWitvb168i2W5eVl+vv7v/GG32HSY7568qwWQdvh1tZiTJfCD+y6bB2WyKBbXhtsTa7gT6wwf89WhJHo8wOoUFIYrSE9q8z6ds+y+OAWhDSWCRHgFjTKBPjFGOFq+kshpWJEEDqEkcPmSp3hoSYr830II4maPgU358+SfI0ih6AlCSOXs1MD7Ns9TaPpUyhEFDyrWF+8b44t0uNjD09y8lw/T54MOPTqL3Hm3OX81E9+lb37ZjrOsTx+lJs2Xs2ZY9sYGl5gYHQFAG+4AV2OzcLDZrB0sWBLSSipLKdWOmZL0wUq/a1On6g8iJv2cSYtWBOlCM+LWSMpUyPA22jZLb3kwZNlGKvlzEiKr/zDCzHaAQxbd51h45WLeNvqiPGA8sgS5aEaM8fGcAsRxb4Wfl8AWuBXAzCw5eojOK4maNhM8G++bhNLdQucWrHmyFSL8UqJcHYIHXqUR1eYPzOGFAbfUW2zV5KITEqg0gW8ElPme99xFQP+PK/52WMIAduumuKxv60wemCa2Uc38KI/+SsuecUZjnx6H3f9z+u45bp/sU04BmIQPoTLPv54YM3ggjbYEWQmWXY0qWw7xfIHduMvDdJYGqTpxDiFCIxAxZKHFj32bFmgfyCkrxoRxZI3/faLKRYipmZHAcHWffdw7vBl/KfnHuW5u6cYGKrj97XQShI3SjRXSkniWXuOfZvmuwCa/bF4bBytk3Qj9SJDA00K3vroRmBLLCkZ4Xj2unquwPNyZUjzJkYBnciqPXfSn+nwmHUA2Ho+YT3pyTMpPfDVk2evpE/froUCBykMjyxPs7tvrMMR9/CDY2w/ME9J29Io1v9LMHzJGc7ds4v/9Y7XgFAURpb4+d/5W1wviU50NH/8xy/lxquPsGfHNF4h4mMPbuQ1V57i7lN9vGDfIgClgqJUUAzYwD4GxlYBOHV8hF27zlJbrNIKfR49MkmoBFPj99GY3oI+u4eVoMgn7tpnqxkKzaGJFV74wvuREvbtOs/5U2PMBi7auPAvP8H3/vBnLfDqchIvNTfiBH0AjB86weZX3MPKw5twKwG42tYGikkqRSeflLgIExObAbFYAKERgcPmwRhmyzzx5ASRE9NXNmzaOW3ZkVWf1eOjDEyctuNZMHj75gjOCgqbzBpmpeN3Kcab6SM0NXudQnji6xfRqJdw3ThL1slXhkHGUNKY6xYRXxthfP95Wzx9nXkhkxQgUmqb7T+U7BocQAeGv/r8eX7spq32dLWkPLaM6ys2Psf2v7FYxi2GNkdcChj9KBujJLWaTXFx3ybG77yYJg78wrGMbXnpn3wQHQved/PbuOgqG8Sw5dApmtt2wSOD6MDhK3/7XD620GBo4yJ/+y8HuPVld7Jx+H7OPHI5/8+fHKF/xLJ4UcuhUFaWaRQw8IYjqOWTLH1sJ/P3beSrx4doaUM8eoR489186uExvvsSyeVVD89VvOx7/pwWLc4e20NtcRMv2DZH/2QfZ5fLhIuDLNarPDRvOLS9acsiKQvKpR+ilUBFLm4hzs7dKKjPDuL61n54+4ObqRY0H/jklVx54BjXXn56zTX/i89eycNnb+Dil/wqwhFJJQaS2qXJGJtO7GXyy/M38Tpe82vsP3nfMNovaT3pyTMlPbPj05Ce2fE/nkisybEvMTsa0TY77tji4bmWpfjFXS+ikrjMTD25gaBeZuPBYwxcdAbpkj3EoxWf4Nwod92xly1bZ2m1PLbtP0Xf9iUAwqUiq6dH+PhnLqE4eZK5ymM8vtrEb25h5cwGburfyqV7zzE8vIJWDipyKPa1KJSDDPwJAUHD508/eBlnz09Q2n4/0fwWCsJl89ZpRH2YWqNA0404vQAHGhu48srD7NptC0k3Gh5HjmzG8UMuff3X2XztUYRj1vWX+ZOf+H6GFoZ51R/8FeWxGjqSOFpgPAUS4paD66t25vi0jUUfhODEuQC0ZOtosV2QHNISk3YHAyaQxLUS84cnmfyuBzoUXMZECjAZk5MMeFJPRq+43PNHL+XAOz+BU1QESz6ffNN3Mzc/yFTTo0bMq684ysVXHaf80jOYg4k/2KeHcaZKHWNrDJgoqUOoBMKxDuZSCuLARXoRGMmJe3ez4aJjFAqa5VNjKAEj22ZsNv7RAJaSepMbmjBThEAivvu4fdU15GreWF8qGUl0DHIkyU4fG3AFRkPrnhEKNYmYDAiP9TPfKuMuepRbhpV+QVBu4j0+SP/BBZiss/K4D7tivvKlbTRaDd70Xx6lfqyKd+82+n7wUWSpXe/SGPjrW36U+w+PoIRmYfJJ9l71ZQYmjvJDe7czUvQxxvBHD58i1DHGwIHmc9jX3G+7iaIlWgjgi+5d1B+5gZGlPbzqVXdTrrYoDFjH+V/55/0cPjXO1r6Ie06Msn+swUgp5O0vfgwprRlZSghChyCQ9PdFWf8AFhseP/X+q2hGDnuu+x0qgwt4XoznSGqrEQ882aQWkwGmLGN9dqL2jjdGt3/S3ib1+1pjBc4taASw1IBmtDY/YE++tdIzO/akJ/+BRMg24ZN/AKNt1nBjbLbvM8sh+yo+WkGrXkBgowJFzkXFGLjj45djYo+rrn2yvSL0M8XulEMKBcVrb70PAGXGOT4Hu8cED9xXQay0iJfLLNRLRLHAcw1zZyXVgSbSiRnbPmubVILa4igvvekRDl1+mnNTNS675HRHX4SAxVWfv/vd13PvvbspV5ps2LAECC659BjD1x9m4KLz2ckbLNiYf3KUwmgLx8CV+87iuydRZ/tRfS0LdlwDkWTh5BiHP36IPc+7l+GD023fmpa0ebQCh4++b4TPrH6Vom+4em8/z90/yFW7BjKm0F4E0BJEJWTi+sO0TvdTmKgRRy6q6VPKOc7bOuE55iIBMkrC3OlNOAWFAAoDIRt+/h944kN7ueOfX4rWDv2DT7D8yWu4Zd884kDNXvgblhD/ZAMllk4PEzcL9I2vEKwWKQ3Waa2UcDzFyvQArh/TXO6jXvOJmkVGxpdYPTHBim8oXDbL2c/u54Hbd9H/4x/i6pc2MEserHiIrQ3Mokf0SD++Dx1ILxl86VsUJlUeLYA5WkZUIsqXz2FaDtE/7KRw4zk2bT+NiQXmSxP03TwFgL57BHnlPAD9+xxEn+J7rplCr/g4g4rS8DKrJ1os/f4VHL9+mkPPPwnCVkx40e99iJU3/jBxs4h3/jk88cktXPri9yP2WJCmDbhxiVg3GVCD7G7uSXpuOOOd4evFO3GEgC99P/LEFVz52q8wvHnR+twlp3nVRffx1ftex8JsEYnhS9Mu18WT/MXyKOViyJte8XUkUPAVBb8NDpcWHH7mX66iFqb+koZicRUpFBCjjZslS86l0Mvug2wsgSxsMY+wRHtKmfTyQMd1SK2XEmve7Kic0JOe/BukB7568uyUp3p4Gls0WwCyXAd8G5bfv4Af92FLD1lRGv7rR49T846xu/58riy30E0fWYiZmxqgkqZicGNkKSBYKeJ5hma9xLgvgCYHLz6J0YKFU2M8dmSSrz6yFbP1blbPb2dg65OE3jI7HjnIdZefYNfmZX71lz6ATHzHRkc7I/uc8VWc8TrjBn7k7/6A8mBA2PQ58tW97H/+Y0RLJYrjdh8VOizduR01V2Zg4xL9QO34KIWROpdcaXNr0XKJ79+It38KXIVquVQWClz63Aco7FqwWfsT0VoiBbhFxY2jl7CrdRXLG76KX17hsvEqRArjaJKU7AhHIysKR1imo+RFsFrAM7ByZIRCsYUsKvBShJjTngkj5lQV5bHltjIVcPVNIXFwgi98EEBy+P7dXFMqEp/qxzu5CjtaUNDoTS3iw/0sHt8ACJbPjdCoFSlXW2AgDF2mz4xT7W/iFwOatTKlyWWq15wlfHyEymuOUDo4R9/Npzj9/7wAb2QYaEBRJcEH2KLgUrTNWKl2T8F+ihKSdG4pCHj8th3su/EkYjTErHg0V0p4Neu8FS8XcBouRtn2WfEs4BuIMHNFRF8dPV1GLfk4gyFCQOXVh/nfb38B1xWPdcyXzZdO8ZOP/RbTn97JzPsvplINkOJSCvVjUKphYpcXLb4Qhcal/cZxr/cgh+stOPJ8tl98lEa0iVmgf7AdbBLUPR5rTfMn730z1042aZgVHlwsMNos4yKYmh0g8Jf5jbsDXrKxnxu2tJPeWhayys/ecIRf//wmoMTGfR/FL7XQBuJYoIQhjhXfrKRunfkIRpEyZullyoE0STZl235i3/RRe9KTTumZHZ+G9MyO3/nS/cCUQLUAfSVr8jACCgJ2bSyzbbOH58VIAdePbOblm62ZZWnZJVoeYMvzH8FNzDdxBA88WGBrX5X+DasU+kJOPTHJ1n2WlcibtISAs/dt5dS9u4gil2K5xZYd0/QlAMqgcUsRkRJ4XsyJ8wPs2GCd3WtNn6If47m6wzTXDByOzrrUVUjfhmUuf+7yuuevlc2xFAcObkFRny9z7rZ9bNlh6yDqWICApdOjDG6ZS3Iy6QzQ+M85iyzavGbhQxsoXHK+I1KRGGqnhqmOWuX74PtuYGxigfJQnf79CUMTSRrzZUqTqzjlsMP53kaA2r5BQlSkWq8vxHg6cyRva8T2uX3h73dy/S8c6QiQmPnaFj77s69CSsVEVfH8H/wEbK+jb1wCCcFUmdqHd1D7+ibiyCFolABDqRpkYzw/PUgc+VR2zbLh4lMMv+YJ3JGA5sOjhMseAzecJ54r0nz3XpyBBoVLF+B8GWoeYmsNfbZM/dgQ/T95H8InY2fU6RJ6ucDMl7cw8v2PUeyzPlGNOZ97/+xylr50Bc3A5fo33o637NFcqLK4XGZs3wzhbIWVlQJDkzVMoUWzNM/xeAGnr0llbgdFqly2fR6tBNM7a2y+YZowFPh+EiyRNwOn86PpcOr/vpmJi07hVwNUJCkNNlGx5MSXDnZse3K6xF1370VHPpccOs6LX/s1tBb81e+9lqgyxw99712ols9qU/Lr983z3ZVL2D1i02loDZ/8+l4ePT/AE6bGc1/9e3h9q2hj+GH/5RST619fLqMSxuusmeJjfBZjFErFhKFCKwlSE7RCnjhmqKscqMq5dyU3lk2j0aXqMpYr54Sf4uGMSdMWdDVDa3asxza+pJfz699PembHnvTkO1jW86eFTlNCppJEmvHI4cHlOV62yWbvLggXZ2AVp9h+23YcOHQoAKzCAvAL7Ug9o4X1q0pk8uAZBsZXmb1vOxiH5mIfUmoKQ3VK1RZCiqSunWDXppVsv/5KO20DJApCw5HZmEHfML57li37mx1v7GjAAdN0UdMVGG0ST1WhGhGfGmZy+wwiQUD33rkXGQhG+mKaixVcP0bFhsHNCziesWYzQDggL0qAV94/SwkqI/Vs2a7rHiWYHaC0eQEVOMhiRKtWwhur41bb52I0oAVf/7vnsjI1Qnl4ld3PfYzH7trFFTc+Sv/WecRKwRZWFiAdbSPfVnzma4OMHzyLdAzXv+4Y932qn8tfsppdz7FrTjNSsGNZ3TKLec4y8tLVzEetOFKn/AMPc/boGH3C0Ne/SOt0P+Gqy+DBOYLT/ex44z04Ew2GnnfK+oDV7SNTSoX6/A5WT/RRUnE7MejDw9m5xY8O0FysEgdFhNs2cekWLL7/Ykzg4pYiClU7X7SCL/3y69ks6mw6eJyzZ0a5/W+fz6GrH0UIuHvG54XVQTSG1cGT9C9tITJFCmKYnQruGP8iN8xuY3DDIhhBK3IZeGCUeNXBffG5NO3VGjEG5PES1V3nqE7YObcy10cJaNUKfP5UmcHlUYq+olYrcuKUzXd35fMe5Lm3PJBNOHPxZ9i89RxRbZs9Hw3n73stu171SHYsKeHl1z3JDQ2PDw/8PcKJMWgwkt95z7XIsMJPvv7OjheMYTGAK33CMCCKBFo5xDHEaFQsAVsvUoh2fcc1CVMxaxKucoHx6F6/nqWxB7x68m+Vbxp8veUtb+Gtb30rN95447eiPz3pyb+L5B+o+eevwUYnCiEROB0hTsJRDO+c6cw+LlPnbMPS4xsRQvDk13bz1aDIDVc9iVsIGb3kDCLJdeR4muqmRYRULB+eZGDzImjwypF9m9YGo6xxY+bMCANjq8RaIwohBSmQSGpzVQq+QgjB3go4w6uU97Wzgq98ZRuiUQY3wjiaYjmySSxn+zFKoBYNTiipo/ELknoARzd8mT3FPpqtMeJmkT0bWigFjnQwuawPQpABsfwyigYTWSWKAVkMGbj4NLIcZQ7mlUpg0y0kv8NaAR8NxuOq7/oapuWjYoF0YG7FcOJzF/OcN3wVvxpB7OAKMJGDWSoQ1ot87Y9ezr7X3sf+19xNsWDYHg/x4M9fw8X//TO2xqGEq//offTvW0TmohqlAp1TxH17l9n9fffa6x9D8OgIxUvmUYs+zpAFimkOqdYdk+jFItGRQYSWxMcGEBuX8hPI+rIpWD4zigo9WvUSI7nxqn1hG6VDU/h7FnAn6tl8Wv7SNs5/fRs7n/cgAJ4f02iUuOeu/TzJKrUr/wmcAU4vl7j9UzdysB8OTi5x845laqELysGRsDo9yG1P9nH47Ci/9Oa7EPMlTn5gL5teexivq0qWWhF4n5+w5XmGFrn78VHGB0I++O6bGHFd5qeGOB8YhrEXvYniHA22jKxy2Q2P4rqaoOXy8bs3cP22OiuyzVD8+Rd38Cu3PJmdXzNwWA0E4/0xfaWQ66NDPGGOsujNAQ6OH6CCQVbqHgPVdlqOu3kIg8ZgIymNsi9HrlOwEawdyeMuIJ03eceibwSkOhixp7F9T3rydOSbBl/Ly8vccsstbNu2jR/6oR/iLW95C5s2bfpW9K0nPfmWSurbkdZCNMKgtK1/Zx2SNRtK/Zkpy/NjvP5GRxtRzWfm3u2gJTrwkV7EyPgy84/14wpDvFLmoS/s4+DznkRgbP1EX1PZsEJ5coV4sYxpWcVmgCfv28XMsY0EscO+S4/i6DqqVeBrH72BQzc+yLFHt/PgHQfYsGWGa26+l+WFfnZceSJTcK3zfRy7Zx8btp/n6IkxFk5s4+bXfBUVOUgHokAyNzvExOQiJVMgaBlcLbi6Ms5GrwpFqPevAD65KH7qd26kevW5zAxpTBeAFUBfZFNQGCjuDBFhmosDG2lWjjsCFQoDgWUmQoU0BXADRL0ACF77RhuYsHhijLGD59rspABTDHFjB8+VPPlPhyhUm4xfeooNl9hPM2H8AAaes7Cm3qIyEuEYtIB7/9OrGL7qTHtOuCATZk4UFLruIkoxjY9vR6/6xIcH6cxB0KYas3FIBkVrSbNeQiAIpyr4k3Wi2QLlQ1N4o0E2dhhonRpg5jN7EUjuv3cfQ8MrzEyPYAx8YabAkaiAPvufuRfBMgF9+DzaEDw81cdXzgzgTz7J1JffzMMDEQevuJ33fe4VGAS33XuKrcOK//WRy/iv151nZHuXj2C/QV87B18ZZ0j4LAoHGXi89Qe/gO/HnD4+wVc/fSUL81XcwWXe+p8+yUDJsNIUDJQNcSTRjSK37GgAgiAe5h2f287uqqLV6GessmTnT9Pjf3/kaoqFkMv3nOeSPWe4bNMAz3H38hgeFdfn+OUnqM8F3PX4Rl546GRnagehMUKjTYxG4rjgFT1aJsZN5qS+EP5ad3kSppuC8Lz/Vxe6SklkTQ949eSZk28afH3oQx9idnaW97znPbz73e/mV3/1V7nlllt461vfyqtf/WqbgbgnPfk2F9H13b7Z2mLFNrTPsk97+9qcRRw7thxMIiqG6Tv2MrRjCrfYpofGBGzee57SQBOt4bGPHCLcfx53sIFTiDN/JiHAHWpw/v4R3NDjscPD+M1Bdu46T7PhszAzyMTmeeamh9h/+RGq/U0uuvIJjj62FWXgn//6JZSHVtn6hjsBqzz+8XdfyvITezBOROOG91E8fhVzf34rom+RPduWOXViDKfQ5IUvW+KsXkEbwxavjyeCBXwhqTo+dwbnGJFlDnpjgLDlXOp9LH9+H8aNEZUWhYE6pd1L9oRzzu5pQk+BwbhxUhhRICq600cM2jUyCxoqATSK4GhmjowzvsNG7w2OL6BbAlHI+brFBpOUqxFC8PB7bmLsvlNc+3MfAcBbhFbVBSVQx/sobFlFCAOzBZpPDrNacRh+yUla5/oITg0zdW6A8fE5nOGA+NgA6nyF+JI5oqMDqIUCxtVESyWOPLQd4Rl27DtKsURSEkckBZ9NG+QZa14b3TGLVrMsnR/m3p9/Be/8+iC/88bH2PTrX2pPIgPB48Oceddl3Pn5Q8QKpuaqnJgr87iKmFMhDWxJdi+Jz3WR2fwVSG5fcDg0rmnV+3mwDuHmIqObjzB/fjtfqZ1n9dQoNW+B9/1FhR//zVoHkAUw4zGnaz6bpWR8oEm13Gadtu2eYvuejxJFAs9rQ4++ov1uYoe4WcAYqAcO958cYV9JcNO2FZ67aZWVlkNfQXH7Q9vZs+s8hWLE6NYZdh1qVy8YZzMAV77kMHAYFQtmDm9EhT4Gw3F5Cims6V+69j71fWmDWGSc+HplhYbWgKf8nLM3uk1OZ0QbcWnTZjeTgc1EY/28UgDWsb6Hxnryr5R/lc/X2NgYb3/723n729/Ovffey7ve9S7e/OY3U61W+f7v/35+/Md/nD179jzTfe1JT555yR6eInGiNRiTAA5huHhgPNt0Ll5loOHglK3P18k7x9iw5wxO7n0jfcivrpQs+IoddmxdIKoX8EdqgEAYm61bJsRQffQ07/naCqXP/ALXX3UcgDh28YH54xM0FqpIT9EYqHPuxDiv/IFP4/e3UBuX6N/adrCPWw61I7uRUqO8AD21nVZxkdb0ZmgY5q76AGZTC+ME/M2qZwMNjEEnAWpHwgV83+ZwOBYtJ+CLDgZMxC7xXB9erjiyaQrrDFaIrQk2yewvkgSsxusEXiKxFCkBTmrCLGlo2A3Gts/bEjXG4I0EyEJX1vMquJFmzxWPM39igmazyPyjGzj6ocvZ9Zr7cOpQWTbExwYxSyV4rAwSwnqBqbv2MPJj9yEElDavIgsxJnRZ/fJWCqUIsH1vfW2DBRSLVcLAZ/rsKCsrQwB8/SsjLLcE42XNhs3TNGuLbLzoRDttgbbzSQhbG3F48wJDmxb4pU0beeyJTXTbCVb+aT8DAy3CjSeYfnh/FlVYAMoojrOCFjBobKqTRREQGUUVnxVCBHDvkR300aRabHF6tcSBqz/LVSNLrNYqjG0+zOYD99Mg4v/7ZcPUzBi/9PKQsdeuZqB54JXn+d7Xv5jv2Rxwy/Wn8f0IJxfckQdeAEvzFYpSoAKfxYbLb3/0Um7ZMc81W5dYLlq/sVhL3vHxi9lEkYmJJX7yP38agGbLIy1abU20wka+JgdzXEPf2DILZ0b5sLjNaintICUUiw7KlTgSlAlQMev7cuUWdQAvsF70op2BvyPiMW+S7PLRz9eBbG+0/rF70pNvJP8mh/vz589z2223cdttt+E4Di9/+ct56KGHOHDgAO94xzv4mZ/5mWeqnz3pyTMq+agmY2xur9QMqTUYLSm71hwCFqRMLSk2HN9AHDrUl8ps2nd+TVLQxWMTaAxf+sp+lGfYOrbE1pEmR+/ZxdhCHxuvPI7lK9pP7B0bNVueeD2R7/PYQ7uZOT/G0mIfl1/5OFo5+L6iVAqpTw0zVAnwR1cpX36u89gGTn7qEq5/3gPcd/d+SqWYgenLOb/r64itRxjZcYRauYajfXzdT0M0kUbQr/pZFKuUVZGWbFCMCrREK/NtEcm5PzTXYuXEHiacAiNjy/Rd0c4tRmS9yRtCUV8sM+o40N9EFJNWcoyQAPBAKHBU2+wLgBOAdBBeiFsKswoC3ZLmY9p86Em2Xn4UrQRL50cIF4sE90xSODQFjsKZXCVeKhG1PI7evQ8ZSlzXoFcK2Zh5gy3CmSrHH9nOln2nKVfbvnPNukMUFhECJjYtUKoGLC0MQrPIpsEW/RtmGOgLiVo+i2dHGNy4gNaS2z98LQi48ub7KJRbOJ5BFBR7rzrBnmuPYxQZg7r0wV1ZDcVXXXOKw9vn+fRHb6CAZCMe2ymwQSg+ziKzUmdDuSJCaiZCAwN9c8yuDrMgAhYCwcknDnL/EwfpK9VYbVS55DkP8PCTBxHGMFhuAAUmX/lp1EwTJiyIrvYFXD5ylsNjD3H3X72aVT/i8NndvOmmx7hm8zJnj25kw5ZZNu+YYubcCAVj8CoRK7UCf/q5fUSRSzUJNAkU/OFXt3F2ucyrrjjNG155N82Wl9SOFNzxwCQbh2Mee2QzO0ZrTC9U2DqxTHHDGbZtseNfGqpRa9ZYbawghWWcpADhWHOhEAbHOAi8JHmqQX4zEYimPY/agTYdq9c0tgZ8rbNNT3rydOWbBl9RFPHhD3+Yd73rXXz605/mkksu4ad/+qf53u/93iwc9J//+Z/54R/+4R746sm3t5h2gsbUmda+CWuMkbx26/7M32slDtClOkL04foR413Aq7HisXJ8IxhJHEuuPXjOmrowzK0U+fKRUabv30j0mX0cOnCe177oIcqVGAS4juSHf/EzfOFv4Ik7nsPsjI2Yu+fO5zA0vEqp1OLgpcdYXS3Q1xdQvrQNvOJVH133aR0bobhaQPY32Ln7FJu32pI0n6utsHlklr3BXmq1jRRMEQ+X+5xH2RiMMxGNsixXGdB9RMR4uCgUjxQP80AYMNYfc3Y54otTK1QWd/PqLU2MlriD1vfNGOsbRUFRcSWVSss66CvZttGkrJe23wVYnyzZ1ndCWIZMDgRrAFd6fVIGTiU++4W+iLgmcITDyBZrpiT0UGf6kJM15FDAvC7wyD/ciNK2ZNDm7dNEZ2zpJBOLDGwjHM4c3s7uSx5Pok3BqDalKQQMDNbp66+hlIPrqqw/jUaRe2+7CC8e6Iiymz0xzsDoCv2vfgJ/71KHv1x2bgvVrH2APRN1frX/ONMrFb4bG1U4aar8EBWU0UzT5Ev+PFujQW4w/Zwl5PG+E4QrY3yXGUdh+CCzTOBxS30jM4TcMTeOVg4/YCYprUqmvFW0Au4ZwrzMJu996AOXUxidwgwsU3nh/2bQK+EePcTnTm7hgc8/jw2mlPX5okuOce31j7LadLntkQ38+DWn0Ab+bnqGJ6b7OGlm2PCSf2R4Zjs3796ElFApR3xy+jjzYcDpwbsIjl1J7ZHL+UpjPy88dIRqMaav4AEWfEkJ+zcZPnbUwQiNiRWtIMZ1XAwSIR0KrqDpqOxehrYLQX7uZN9pb5Mt+LeApx7w6sm/Qb5p8LVhwwa01rzpTW/izjvv5LLLLluzzQte8AIGBwefge71pCffWhFdPzTWDBITsz8xORpj8Ish1wxWMUENWegMZY9bsHJsE9Y/SmChQUxlsI50Nf1jK+zcNYMxcPuxIc6eGuGXfuP1/N5v/X0Whee4mqtfcztnHt9MbdGCgzh2mZ0dBODYqVFmV4u84kc/zY5E6UdNl8Pvv4otO2dt7iipWVysMDvXn4Ev/9weykNHADLgBVCMi5SVVahFY5mg1Nzl4HBJy+Y2ixoxu3HxkGzbZ5mN0oYlnMQMJQQYX3cwCFlBZ4RNppquiGzJHlyTutStuRodQWkGVMNFhB4ojR4MrI/0SiXbV/gh4GACx9adNILo5ADecBPHjZm87ghjVx4nWCmAkSx+fTu1L27B37tI9drz7Pl/vshDP3krQUtSrUYdzvlaS6JQEEce0tEUihGOA47TTjWyuNDHmZPjeMbtmBP1psvYzUfoe8FJZLHTbJoHl85kDTVf6Vj/lstn+OUvOnxCfZJXOj9ok/0ikDhspsr3hBWaKASCjfg0N59krwuFE5MATAjJFl1EIpikwEuv+wqHz26jdPdrEAj2jdZthYfI5Yk/H+Ojx+ZBPYG3ZRkjJHEkkQ5sv+hedl50D63aB6m//9eoqiK7d5/jksuOIARUCzGtpmWGpYDJnY+yacjjciSb9RVUB8qMDFsH/5VA8VhzmSiKkVJS2f0gsu88yx/7eR46NsmWiUXM+UH6xlZyPmmCH966n/ecepyWBhXHBK0Ix3HwiyWMNBhtzdNd02hNrcYLZbPsAMMXMF9mvok96ckzKN80+Pr93/993vCGN1AsFi+4zeDgIMePH/83dawnPflWSFpWL41gIkmwaoz1w9VodOzQ5xZyOzXorzodDuVg91k4OkFUKwOgtUBrq70HN83jVUIwAh06SE8TNV1u2D0Puxf42n3w5ffexI3f//ksYWjfcI3v+29/zd/9yg+wOjeANobT1/8xp04fYOLsQXbtkFzycuuvFLVc3vUjP8r8VIVLrnmcrZvnOHV0C5Vqk3PnR4nv8DHGoTbfzyOlOZZ3nmDamaMoPKq6xPHiWc76M2yOxpn1FhgPhwl0wI54K8tyhTE1gm88Am3wJIQiJK3pUxhb6jQXRgZRIrPhGIFl/YRpF9xWVpliBCbWiO6C1gpwBEiFaQnqxzYQzlURwlDdMYt0DXrRXaMIhYvN7yRNlk9t/vQYK+/fzs43fh2vEuEWFO6YZerKr3iY41NDOBXrVF49MMu1n3g3D/ynV7FpeC5js4yxIDwKihgDYeAQBR7VgUaS7FXhuIqJzVMMT86jteDsiY0MjSxTKDfoe+4pBl7WfgbqSDB7zmF8a9xW+ArCI0PZ8cCmqPjNr32G6fhR5oBR+rie17XnHBaIVXDRToC64vNcfNm9mPghWl/wWVjtZ2bVMN/UlIRhtbLARiO59so7aa1uQp/Zy03f/7FsDKf0MrISYHTT+uu5MmN7RYJGhKeZ/J7fYXe4m4PlCQpJ6pLmaoni4DxzlWX2b5/nNXoDA15632igHVl596otZyWlwMQ+8fIEsv88hd1fZ/bsfu4/vJGbLj/OzBObGN4+hVtQCAHDfpEf2XGQ/+/xeygWPeLQRpVq1WSlHrG6om2EcuJwlxYTSO/v7tqdFxKRPhhyJvIkO4ydc+l87/bz6vl99eRfKb0M909Dehnu/2NImhc05SEqHvRVwU0euNKBDYOSXZOS/3bdLQwUrCKR5TpeYW17rZUiS8esY7ZxI/z+BtXBBgIoDLSy7fJAxRjQocPZE5OsTg2w9/rHqGxeJqtfAjRrHvP3bed/fOogK95Z3rjfMLNa5JU/9XkGB1o0lkt86vdeyaNf3Uk9tB0b2PEYP/bm+xEClhcr/NO7b8E11rFZG0OoAKFQfXN4foyeOIkamsfZ8yCOBK01Sikcx7Fs3uGLGbrvZRgj6RuscSIIuPXFj7PvRQ/ijzQ7k1hK05nOIdV8Dm1AFsqM17JpKkwuLC3RaqkPtIbFO7ajW0WKw6t4pQgcg1bg9XWaJbXCRrqFDiKpCygETD+2mSYOO193d5slS/7P372V6bv3sOnXvozXb0GYqjvUfusK0LJDSc+cHiUOioCm3LfIwHgzI/W6fe6Cpk+hFNH/+kcp7FnK1gVPDvDRH/kBppcFI2Oag6++i4kwxsFQGmiwvFyEWpnFluCG952kEd+OoIxEUXZ28GrxE+yizY7lSZjCD/4WspQEckjrU3X02E7uefBiTp/bAEg2bzzFc3Yc49oDx7l43OXq8UEAji3X+MjxWYTrYZQCNNJxaAYRjlfAczVVU2CwPsjVHLCpVpIM9LHR3Fk7yS27BjNH+dSnKx0PpaDRLPC144bP/POrcKoLjLzy95j7yE8RL2xBDpxFL28CGeIKhx94yT1Zfi+v1GJs9/ls/v7WY3cSxyHG2LmidEyzFjEzFXB+QRI4AltvqXMKptcyX0rI+nu1UZPJ07Y5vzGTVMJCwmod5hrWny07QF56WvRbJr0M9z3pyXewpC+teTePzMeLdqZ7Y0AZzeGlOQ6N27g0Vfdx/ST3U+prFYOKBeWJBQrVFk4pwnXb5qWsPA4QxoJCzkznFhXb9p9lvtJECpPlzEpBWqkaMbBhgVuvu5fZpuLQlgLuSI3BBNAFs1X2bZjmcHUjZxYNOxwPb3oPreajlMohA0N1fuAn/4WVxSpnj24kahQ4e2qSYimgVApZXBjEzF4MszH9q/s4NzXIfM0lLK7iX3QXZ47vYfz0JfT5sGPvaQYn5vnuN9xu81+Vgwx8pIPYnUcLLIuYbRLQoZQbZ6oUBms4FbEGwIhkjAYOnSI8Oo50DCp2WD49xLkHdzB+8XE2HjyTbb9yZgjpQG1mkKUzo+x8wYMUqiHN5TIT+8+iHx3j1N27OPn4JM/7zQ/jeJrK1gUKXwtofHAn/T/4BEKAU1GUXnuc5gd3dfRpaGIejMBLIi4t+5FqaJGlJzCAuHie/qtP4G+tZf2Lz1ZQX9zITa/5Ml4hJghclqdcTKlAYXQZx48Y3Vrj9KrLrqGA2zb086o/+BUELrYCouTLrHKvaXCZH7An2EQH/Io8TNGOr0iAyZ4dp9iz/QSf+MLzeOLIHmbnxvjD7z7FoR2jSb8MkTZ8/vQ0kRL4bnJ9hGMxsNHsZJAxqlwsN2OqIES77mJDB/xT405eMLEpA14rUciXPn8FC7MjRLFkYaHK7NwABijuvgcdFtELG4mXJlCrST/CctZmrBwqxXaKizRaFKARqYRJ1QnzKUF49PVLFhctIOvOO5e1ItrzKnsAfBMmxI7Nu33Evsm2etKTvPSYr6chPebrO1/yFoMUIpU96C/bEkEIy4BN9Em2b9AUfYdrJrZQ9T3uXjjJrVsOctX4JMWB8Cn9P2zuJ4f6dD8LC1Xe+cUDTM+V2bZxmdff/AgX7ZxBIGg1ioQtn+GJJZyhVaRnlUtq9tARfOXxAKU0142N4O5cxhuxCnDlzi3o+Sqf/+IBYmk4tGeK0H04dAAA729JREFUr3/lYpaWynz3Wz+J56kOQBSHkrjlIHAImz5R6FEZaGAMtGpFXD/msYe2U6uX2L59ikq1xalTo2zZOsv4RWcpbZrHHWwhy3F7MNecOJ1mm/zyyHotGQOsehgtk/4ZcBUiSyXRZsJ0BNFx63O3eGaEsw/sQinBUq3EzT/yiUypfup/3spgf4tSySruSAv8UkhQK3LF934RKQ0zhzegYpfqtllK2xfwx+oE033MfOhS5FiTwZ+5H1nUqAWf8C934ZYC/L6A1ZNj9G2dw+trsXpyjNZsP/5AnYHdU8RNn8XHNmO0oK4KbHzL3fhbOhOYmhVJ/PHt6JaPLIVIL7an6Mc4hZio7uMl5rW8fObujfyvz+1ChT6HZ/oYrDRZDqxJ9rrWBHuxTvohir8pnUApiesobr3pM+zZfiYZa43BVt5eevLF/PwrnqTo6WSMDH/1+AnmVlYpFiqMFCts9Ssca66wv9rPhOhjNJiw7SiJdG0tRWMMp5jmyWia0aLHlYMTlFyPxeUiv/MXV6MXtyVX0dikxRiMDBl75Z+x+sAL8AbmqV75URpnthCevQh/x13opR2UJs/Qmh/lhepSto7bvCd+pcH47mkAjh4f5b0Ln4PCKhiBkNYOKIk4c6LJkTOGljCWTU1wsRG5l6wu0LSuP1g382WSF6ikrdUmzNcgSDOsiNz/bkDWk2dU/qMyXz3w9TSkB77+Y0j3c7LkWvDluna5J2GiT7BlI5RcgZQGxxW4nsB1PKR0+ZHBV7NxS43ySD1rxxhQgUO4Uka1PBorZaJWAZAcnyvxPz5zMWMSLis4+FKAsEpx/xWHuelnP4TxY5yFMkKLjoLRmXluopH5SGkF+sgIuuHz6Xv6uGa4hHQV3mCDWsOnqCSlkRpGC1TLxasGHUBMCKjNlXGEQIUuYb2A67fNNanISkDfZafxR5KoxpTJSxVVt5NyopSM22liFRGkjl8mBNMsoFZ9Vs+PIPyQ8kADpxIi+1oWgCb7heerqMUq009uYvHUeJYTSrqK0b1nGdtznrnDG5h9YktHX6y5SxCHBQY2zlOdWGR5epjn3HK/bXuyhjtqa2Dq5QLxyX70zibmkL2ezj0V3JM2EKExW6U0apOSthYqLB+ZoG/bHOWk/uHC1DD+tVMUJuuZDxmACQTmiX6ceR+UIJjuozi5uu6c1HHiW5U4IBoD0VIZo6yP4YcemOA1l05TCyTVgua2J0Y4t1Tkffdu4PBsp6O+60T8X298L5VyAALKpope3M3/9TwbCXrXsUH+8c4t3HV8kG3jU/zXlx3hfNhkc6nKsFdkMQwY8ttpOMCa1ksDLeJIYByFJyWrYUyf3zaavPd9z+XBh3e0OzJ8jOqln8EbWKIwUEP4TVzXAyOI45AgquNIiTYSKX0cx0EpRf3IQfoevZUo8vDLMT/ztk8AsFrzuPtsiy8Gd4EROJ5AOAqhFXPTTR4+HNIUWObPWGbPYCtWZM73uXl7IWf87iltknRgWkCtBfOrObNjt/9X933Rk2dM/qOCr57ZsSfPGul+LqYmrvQ5mpkmtclMGVoBrkx8RjR+VGXheB/L5wIeCw2EHldsWsZJKJ/zU1VKws3MbNuGm1zpC8ZzjswYh5qJaew8jDtglXZzZJXmsQEGKwaRZol3NAw1IXEkN5FALBdwKgFOOeR5z1uFuVFoehQrIcVKSFj3cLwYhKEVCYrlEOHGiILChC66UaA83EBKC1I+8I+HuPWK09SWK4yOL9sM/0JQ2T+VAS8SUi51mDO60/nYgsTUSTs3yqHAYGs9Lj05ysL9uzj60HbGN87T198gDly0UfSN1lGRR3HDIkJqouUyjdmqNfVpietFKJVGE0oWDm9i4fBGEAIpbc4nrQXSMWglcF2D42hWzg+wcHoQ4TYI6z6OH+MsFNGeQg6EOIMBwqwQFNro1JSULQTuaqQStKb78PoCVk4PUehvIGJBcyzC37vEQKGzzicNSXy4n7P/eCl9k8uM7j9HHLosnx9E9LcSR3WrpdPdMgd/AajUh83gVlqY2OHy7bO4fQ36fA8Tety8Zx7HMbzgwHl++p+2sTAzTv9gk+PnhyAu8Kfv+wEK2mWyEvK537wN15knCBw8TzEW+XzvrlXefsUsfjGgUqwwVqxwblHCkMbXfrvcVp7ZwQJvN+lssDpI30jNMqctlyPHJ0mrlcvyCsOveqd9cXGs058xyT2FdaKS0iCEA0aitc5MncUdD1DfdBfEVZb++TeyvvRVI27aK3meupKFKODPjzyEQSX+X933dduGb9YLe7yAg3wKtrqjcLXoymzf3U5PevKvlB7z9TSkx3z9B5MEcFU86C+B69iHrCdgoirZNGko+AbXkTiOg+uSODM7/FT/W3CTAoWrgcOvf34nf/EWW95HxZIzRyco9zewieIlTbnKXDTM/IkJFk6NseGi0zxy71ZOj81wy4sf5DVveACwSveB330JfSM1Rvacp3/HDKIvQg5ZU6OuueiFIo7b9g1L37jD1QJuJcQoMELgeJ3+SR3O8UDt1CAFF3AVx84O4CiX049vZXLfFAde9gDL5waoDNbxUjYnBmuCAlouxA74sa3VmLa96oCvQWqMkBasKRcVOBz/8OUsnJ6kb3IeRxiIXAuSvLa5UUhjQZ1jEiQCbpK0M2w6uL7dNg5cUs0nhM3RJYTIxkQpgeMkNTS9CCENfrFFebhOHHj0bZ/H8UP8S6aRRY1R0NzqQCXpy+3D6LtGs6mStttcKVE+OIN72QxyOOpYr09XiB4eJjgxwNKpCeLIRcUupYEaKnRRoU+kNW/46rvo4/v48JuWGLvobMJIio62iAVR5OJ52kYUNh3KZYUxcNeX9jEyXGfnRWcR0hDVfZ54ZAt7d0/zyOMbGB2uMzBY47YvXsQrXnU3fjFCCIjrPirwCFdLFPoSv8HVIl45QIUuqzMVW7FAOziFGCEUUauAijwefHKEpilw9PgElVLE8FCNu+7dwcYNi9TFCv4VnyV0F9EixKu0kA5oHaNijZRucnoGR0qSOEW0jhH4RMoGeUgnxUuCMIxAGG4a2M0NG0bXzfl27/wMH516HJTL1HSDJ08GtMgORfpvDWBK2KnujPd55qtDGyYsmQLqLVhchVB34bae9vyWS4/56klP/oNJ/g1fJoo8DDVhCL6XmC+ShKtGCaqyiCtcvPIqG155P7IY878vOkVp2xLGGFTdo7JSZOsrH6A02mDqUxczdMVjHJy0ynr+5Agj2+Y5dLrAhi1BR1+kAxufd4Ta8WHcTSssnhlDRZKhS88ShQ7nP3wF5dEVxi45iY4d/GqQvaX7/cl3h8TOJ2zOKz8pBSwFRBJRUuBoqqMNTCgQscP+XXMYA7uf9wSiYn3FBjctQSwt05Z4KhsN8bk+3L7Et2qmjA5c3IkGpulaV6bRJhhJXPNwi9Y+E82XEbFk075T9E8s23E4PsHqYhWTVOEuDzQI6x7goCNDoRwQhy5x6OD4EX5J4xZim5G+GBAFLoOb5jNAVl+osjI9ZM9bWkQ6vHWGUn+r06G/EhLMVJGORk408bctWWXstasbzH9lK2aqgl8KENIQNnwKfS30ZBP/5rPttmJBPFPm6PsuJzg9yMN37uXqqx/H82NWl6ucOTPIwUtOJ9dW4WiHD17/n/nkAxsxwcPM3LeT0sZp+icbbXZJgJEmc5vTsaSYmoQNbOpvUfJU4lMF0tU85/LjCODAgdN45QiD4bVv+JotHaWtuVQKy7XZovG2ubjlEjWKgMEvAsaWE9ChR9gqMTtXYWlxkNu+coBQNnEGp/HdZQ4/Pom74y4WNx2mvPNRjHBwTQKopERKmbDG9iNSYJ3USxVCIB0XjIuJgyxHl5ASzwi2VwcpOg5XjA3a0zasAWBKaeLQQaAJI9rlhfKgqsME2El3PV3rYPIOgDb203GMnomxJ/9G6YGvnjz7JHXKTR6qjgGhhXW3kobEWoIxBq2TDOgIKqKP8uR5Jl/9eKYQBm96MsuIjoC+y85lPlb+vhOoQovU56k6aP2KBn0f6ARfxsDE9UcZv+6oNbXstklSjRbM/MOVeEkeq9WZQaJYMjgyheeFCJM4YhVVO3kpaxVWXokJsD5kJkaYHGOgEo2iU2YpMesoiM9XQbmABV9ufwREzNw/wRNHijxnX8T46Em7n9v2IVs+OoFRHjqyLJZWgtXlMlNnJpBSc/B5D1IeaBDUC5x9dBvDm2cZ3LBIHDosnh1mZNscxpikDiVJjjMniz4EqIzUWNlQp3n3dnTDZ2jzLOVcqo9UhAA/rUkpUqUPuu7h+BEoCI5a1iusl2yy1FoRFgIO/JdPZ+2cfHADX/jFl+E0iwSLw9m43nXnfjZuXGBuboDFxT7Gx1cYm1hGCPAKEV4x4nn7zyMdy/YE08OYiUZH9KhWEMxX+P+z9+fxtiRXfSf6XRGZufc+052q7lRVKpWmKs0zkhgNqC0ZCQQ20Hotg/wxT9h+lv2wu+0GG3jPsoGGxjwMbiPjbmirjTCDG1nGIAYJIyOk0gBoLEmloea6VXXrjuecPWRGrPdHRGRG5t7nVpWQ6GruXlX7nr0zI2PKyIxf/NaKtYwNDkTFKGbU4BaWQ8cvoR7O3bfF5naNqGF8OHiEL7cD65Tf72a/4pP3e2SyYFyPONJMWOxPmLo5x0/t4RuDKXzw75VU2x50v+LCnuOPP3GKhYOjL/95JtfdCQiqDZWx1ArXVVvcNDnMLZtHuH++y6FyxH3zfU6PNvjAxQf41P6ldhyFDRJKcKwXKCVVB2oRcRwrJnzH6VsCQ5a5rFhGOMrvP3g/iMX7BYhr3UiICl2AzdSpHWJSyTDTo0JfAyZMssvWwGstf0pZg6+1XLWSQst4AasCRjBF8GCezgWVlvAPX3+aJ103wvDJDNgoptOCAZk6EDh8eh9fT2hmDYuz25Q7U9zcUm5PQ3y/CNL27jjM5hMvrK6kKMV4n82bHuDIl929IoFbyQ5cqc29eiaWwENwgCp9nY0XmJXYzYb6bNUa3qfyDp3e4/Tdx9GLsU0WTOnbyW/75nu5eMe1zC6PuO8Tp7nrczfiG8P2zmXGm53PLmMdR697kK3oEd2Wjvmhy11d8y4RaOYSvOxH9vLUXJk/9R5Go7rn28nXgquFciP3CQF7dx2hvOEizaURfsdiqcGCjGua/ZJzDx3m3ntOcfIfvYsbb7mj3Qxw+WLBf/8/PJnPfm4Tj/KMrU9x5NAneNrZb8H7DT772eA+4b6Z8tJDU8bbU2aXx2we3qccNZweL9rOL7cWPRsjVdi//yj17oSiavBOcOWckS9QV7Rq2BKBuuKhvQWHR555I9QNnDoS2C1rAtj5yPmL3Npc4Ns2nsRWYRAJzONsOkNkjEmBs22nmhYLm9sLXnzLghfd/D5+/YFf4b79C1R+xEU352uuvZ7nHzrJ1NVMsojyN00OISIcLkZYMbzs8ClunwXwtW0r9n1Nox5Vh1cfF0ALMAaRglOjCTbalMkVB7PwXU99Oj/xyT/CqadxnQq6cwESWe1k99XeeHqgaRUI66noByrINeBayxdT1uBrLVet5DYeEpbOKNHvBApqQC1f9fwtnnbjJLuq+9ZTazm4/CfXMzq+S3n8MnbssFH9Zk9cHnh1FxYPbVA/vM3eJ05QP7BDeXyP+kLF9tMfbK8T4OjXfBa7YkfiyjalScIRgNNe2GXGogwGxV5pNqaUm9qvu0qw7dorUbWt8bFkn/LYfgsYU7+d+9RJjKsQFuzfdZTNm84Flipomdg4sc8Nr/gwux95IvNZyRPsncwvTzhy6gIiweu/+glGhNGkpplWqDN4ZzDnd6jHPvOZFpCTWxSts01bLqi2AogbR3cTqVmzy2PO3XMt+5cnWKOYomY+aWi+9j6e+ISgkjRbC/YW2xyO93Lx5Q/z4Edu5MEPXk91w3kOH7vAqesut22+8+OHecPzGu48/Tl++g9v5PL2Pt/+rFOcOf9R9KFr+aaXf5RPffYk9aeu5/qbgquEZl7iXei4/b0Rf/TxJ/Cyr/wY1z25b7Dv5gWLiyG0VD0tUIV/9ON/EcXz337tHbz0qz+BOqEYORr1XLtZwV5FiWN0LLgOsaazf3v2sR2eVpykjLZ1qtA4+M23fR0vedFn2b20wbOfcQ+zaYkzjsOHZp0HBQlbJ77x5BPwegNGhDOzPU6Oww7LsQlTh1ePEcOFZs7IFNy3uMzpaouP7D0MKM/fupavPHyac/WU2nuOVxt8+PKDfGZ6gVde90zumV3mfZfu5+uP3YhX5XO75/nQhQcR4Fg5ZqcsePGx09ldhSOjCS+/9nr+w6c/yf5+Z9+4pAkUosMLWvB0RS/36VmI31Pki7Ws5Usha/C1lqtWhOhcVUElmgMroCau0AH13PvAvK8K6f/BO7j715+Nf3gb52smY48XOPnK2zAbNWI8izM7VKcuIaI0F8e4/RF7Hz2Nn1UIUN97jPreYwCc+/xJRtefY/uFdyEWqsPzzlbncsWlDzyB4ugefr/Au4JqZ5fxDRcxMwtNAFnTc1tMju5B3P3lPVy8WHBmdoFnPS9TKSrMLxeYS2Ns5fFzi7+8gbrgi0vFxXrT9x12qeLO331e2wsLD9dcf65LkNxSANXRoG4djWtG44tcssp4M48A0GV85uwmM4XKCHf90dPZvel+bOGoF5bDp89waLMPQptFxeLsiNHmjMWspBzVqA8eXs/de4zp5U0ECQznosAsFIxtGZP5tMRc07T53fefn8rN3/onvPA73kXtha2Tu/gm2JJ98N3HKD69zZeddHzZyQf5/c8f5cXXW/7Cky4CF/nQPZcpC88zn3Yf/+V9N+OcYERp6pLp3pj7P3qEX/zjk5SLHb7lu39rycHsZz/0RHbGjroWRiPHRz91ignB0Phjn7yBJx2/HOzeJgvu4H5e+KQAOorN/V5e6bu1jrL07J3bRFV4y69+ORemwqWHr+W2TzwJgF99Gxx/zc8wPnUHdmYQUfZnM27aOMJztq4JjFbMd6cMcRzn3vGei/dQAHfOL+JF2PMCavDqUA22ht4rx4oQhu5wMY67i4VbNo9RiGGrqLhl6xifm15sd1J+9OLDfOriubiDNewz/M/3fo5btq7l22+6GSNBLTl3jr3Ljum0s80aslUJQK3a5vxIoCoBtoyY7ADeQRrRtazlMcgafK3l6pWgaQwvY0maN4dvdzR5nCgfu73mX771Hl7/zSfZ3giPTHLyuffQhLt+6SsCY4NyP/dxHddzF3fy3p87jqn2GW/VTArDTLfZKUZUWnDK3YAYTzmqI8jxXHJTjBg+tnc304/VvODEnJtvDH6Xdi8KH/qN45w5L1yW+xkZeD7PZbuKRvF/FOpz+eFt7rZ38tDofu4sP4OtitZeSuPS/1nPu4Zgv6P8/kf3+cOPzynF8JT5Tbxg9GQmx/a44C9z4/UOvKV5eAvZmGInEfh48Jcn3L7/IOf1YW7mmZx69r2ICc49h1ojU8Bsb0Q5WnBx5qkvT5js7DE1e1TGckd9kbO3vZD7HjjCpy8J19zyaZ74lR9ifG7C5+49BRcPA+AulXzdC+/obh4BLM/nQf3lFhYXv9ezCrOx4PDRBzELiXZXC7wX9u8ac/fZa7ju6+4HC5PNEL1A58ILXvFHbH/N5wEYRQap+fw2n/30DdiRwZzyzD6pnN0d85mHN/AqfPtzHuDeSxVv/bhnc+siH714Jx+7+R188L/8Q578tPsCKHHwK/rLvGvydSz0GP8ys88C+M+/9mW87bevY7O5jinneIjPY6j4FP8LBsOdDzyHS+94Ht/6tR9FpGJr7yk81EwpN+boZMTpW84u9bv3ht2z25y7/wi/c2/NA/WUzWd8iOpTL0QmF/DTQ2w+9aPY45+n8QZTWIIPOuHO2R4PuykPLXapaygKyx37l3jyxiFun13ibHMZ5xoQgzVlNK4PoYBEXGt79ftn72Z3Mefu2WWec+habpzs8P7z93LPYsY15QZ3Ty9y26WH2ZASA3z83EMhL+sDaFaomwUfu3CWP7r1Pv77576UM/t7vOf8nVSVoa79gRhIyEBWu8haBl4yONaqrQfg2EhwDZKHLcqGYkx4QGXWspaBrF1NPApZu5r48ymbFRyahHjOKqAWjm8ZnnAUKus7tkdCQGBjDEVhOXyo4JYbKz782Us0jeWoXAMGnDTss8c15ijnCSyQMRYTd4EBgVFzwqnmNF/JV6PAb45+jYVNnvMNi8UCVWU0HnH98YJ5A3uzBXXjsGaMiKGpa/COkan4xvlrGEvJfFoxl5p3HP4PqER1p7VRhRTYCFVls2r4Sy86wn/9xJSzF8Ok5FVxzlFpSeMcMhJOTSbszmY8+fAhPnv+PN/2tKdxZDxCRKid43/8vVvZ22sYMebbbnkOX/cNl8OkmSazNIl54cM/8woWuuAX5r/K3C7QcsG4gs2NitEY9u4/zaWPfj31vS8C4IV//d9z9IYH2JyUuE/czOL9z0LmI6bXPMBTnn43h57wMId3x5R+gGKiPJId3Obz7mbzmQ+w2IDm+pjwQUs5qnGXgqp2+ukjjI7vs/+H1/GRzRmNePDKmfvu55/+xHfRBhofneW5L/gXIIug8XUea0qef+938JTyaRw+vMf7L9zJp5/4NpzzVEb5V3/lWT328a++8aXcdfitzGWfhy9d4uy+pyZojzdKePKpkhc9/IPccugoT3/ig3zk80d49hPPMTlyjo9Vt/HXvrJhI/O5qqq86/Y5n7+8j27OmLoG19TB0N0bFrWGHYYjS9MEv3ajcQHSMJ1OMVJijcfVC7wrKatAITWNoyhLVATngq8ta4rorysY0RujYcMAynwaNq1Ya/Be8Y3gtWEyGeO1wQfHZnitcY1jNm0QYymKsCqqm5rZrMY1Ixa1Mtmq2NxQ8I7ZrvKR2/bYdX02Kp/QhrEThq4kWHHcRzW3ixc74NLl4G6i1g589ewn8zzWM+oXVf68uppYg69HIWvw9edTWvBlus1R12wZbjgqVKVrV7pik420RCAliPHBZYEUiBQIFmOCI8miDCAHL1hrsTaANhAWi0XrSLOqymgo7BGxgYXDMJ/PaZqGza1NChOOi53hfY01W1hraOoF6pSiqBCjwVO6CKYQ1Cc7GMEWFhScD4GTRQxN0wQgaYuoVvF471FvorNJT1EEV/XONXjnaBqHc3B6e4PjGxu8954HaRq4vFsjUuCN42fe+DQmk45JSH/PfPRaPvobz+Ln3JspygJrS8rCMBmVjMYFpqy5eH6f8sLz2H/f36QYLWjmQYX41X/n31OaBn7p2wC4XENz/DxP+mvvwtx2IycvltR1wfbxS0xGLsQndzCdVkwmi97utByMbTznXraefT+zawR/NB6ce8oZzM9t88BnnsuiEKaXpnjb4Jxhvlgwm+5x7z138Pt/9BDGPIkjh+9nvlgwnc7Z25/TNA5rBaHC2MC4FUWBscHpqBihAv7Fa54eN3Mo3/m/foDbzywwxgIFe/uO3X1l4ZTRxHDympJn7P1VJvd8LZ0+1wEFUk257jt/kL/3/Ce2Buuqytvueoi7Ls1QLajG4JqGetHE4OkF05nDiFBNysD0KpSlQbVmNpsjYsOuX+fxzlJWId/FoqGsxiDQRPBljMW7Bu9Db5eVYKN942LRYCQsQLwD74XFYk5RGgSD8wu8syzqGa5xLOqGsiopS8E7z6Jp2L3kaBYFprSMNi0bY0Wc4JuaT9w+5+yeBrOB9BBn6OeRwFc+Ptpr4lhxkQH3Cpd2YX8Gc00scrbAGIL89Yz6RZU/r+BrrXZcy9UrwxexQr1Q9hZQIxQGjBiK+Mb2jmj7pdgirObBISjO15SFwRilaEwIn+IcRQFF4XHqAMt87mhqidvvbfR15TFWsAYQZV4HRsCr4tUxX8woSwNaQeED2NIaJNrYuJomzhTGBa/h1lqKskS8oOppXI2IYqQCMSgelabztS6CSs18Hv2EGR/AgHi8NJE3E+6+tM9dl/fCjsfICobJSHjLO8/wN159MmXX9qvRit9p/jMqTfT/ZHBeARss8zUwi/XGJ3ju3/wX7H7m+Xz2t7+Welrwzh97PQi86Ms/xujMKbbLEs4fYfa7L+W+uw7z3o+fpvGGr/+R93Ldsxse/PgOv/P9z2B7Y8ZXffVn2H6OR6eO/Y9ZpHSc/Iu7yO17LVVi9j3+SAA0pgb1cPbs05gcG1M4pfE1o2qDxaLGzpTFghBb0NdUG3czmzeIraj9DFsW2NKymDd47ymtAa9oUyMIpYSdiHMj3HV+nycc2eDh3QVnpwvGo5BvUVSMNywnCouxMNm0nLz0MqpPfR2Z9RFQgF1w+Mv/I84bPn1uj1uOhZiP7ztzjrv3ZngJPsG8WpwKzvsWfHn1qCnABF9cvlmwmAd1n9LgfYMxVRgf4kN5UgPRBYYFYxTnoi5PfDRwt4HtlaYzdI8mfWIUazxFZCtDOY69/Sm7lxZUoxQZIqmUHYu5p6mL4GuPhtnMYykYlTWOBmsLrHE0mmwBHz3yWWkPlvVy2gWcA7Z4qG9fdpAKci1ruYKswddarlppVQfa+uZkb6rce1aD120B411raCsi7Uo3qFbS9S7ufHTB12khGAH10RmmlWAr4qKNStxJaO283cVXFAZjwWDwGhiqjYmjMIJ3grXBaEVkQVEq1iqFSGvP5ZxpdyWqBoPzwvoYyiWAI2NATN22xRYadgFKmkmUugltrRowJuTpVAJr4QpUPR6HU6idZyYB3KlX3vmxi/yNV58gn4FU4dMf3uaz/rOIGNR7GhYYoPSOgoLFtKGZ2+BrrVhw3QtvY3Fxh/N3nmT3zHWg8MH3PIedquHLTu1SGJh+9DqOAIdOX6Q5vce1T5kBhnN3bjCflzzv5nuRfcPu+0ykNgVdGKZPVuyTjnL5d5XNZ98Hk1TdMBNfPHuM3YvCbHaGxjfMZzAajQODVSnOGapqi6bxXLi4i3MGUwp7u47CKuMNgxdwhPuDODwGcVATxomxhje96/MsFsp8HlxPiFWKUhiXwd3J5qZhPCrY2irZXBxhf+godLTH5Pm/SfWkD+PV8B/vOMdv3n+WRb2gLMYYIzgnqLc4K3jv432MXKcPwCUsAoRFI8xnMJ4EFWQwdjeRnXMR/BRxDCliPKIaMJcIZVHgGkW1wIgEO0Z1eG1wCxcBjKEqRyDhmXIuGOVbazl0pMJ7ZTZtgHFgg7XE1YG7sjHEF8lVBUrjHM6DGSKeFTZb+fFH+25o0ye1Yvo5VDPmIG7Neq3lUcoafK3lqpGDNinl29RVYOHCj3RMYhpEgx2xAA4kBZP2INGAXX2n+vFNAnihxKZxgT0LpkMhfczOGhcLdAFQ4RCpEZXoBkPafFWDOtSmTYKxYSlOYO7raKkDoo+uduOmdtijLGndZ5hCMAQQJ7HR3pvuIsCpx7nADkoMY3R537G9EZkNL/z+O7b5u7/3qwgmuofwYKBxyqhw7GwUFGLY3Ztz81OPMa9rqsUlnvj1v8cTplv80f/+37HYHePqikuLgvfdt83LTl8OTTHhU53Z5DM/9VQOP+8i93/4KCB8/t5jXPekc5gbZ/hPTtpu+eTPPAm/AC6f5Amv/WDwG6uhfW40xmwe49i1R5lO58znDQ/XewglRSG4Zs7u7iUunL/MYh/mUrC3t2BvNqUoDVvbBVLDolGm+w0bPrBKhmQH5yNb6mkax2zumC8ce/vhnlaVp7b7bG1ZDm1vMBkXVJWw8dw/pDl3lMWFHewLf4WqsCyq+6ix1PUEg8aNDhoAkAuhiVwT+ttYgs1fjKXY1AtcM6OwJVo3KErjFhTFKNxbZ/CNh0IDkFdDrQucd0xnDWIaqmoSbQ89Zemx4nB4VGu0AVGHeqHxQf0e6ic0DhrnEeMjeFJMUQAG3zQsGqHwnhITQJrRuHvSY61gSktZepwT9i8Ltfd4FdDQr6ue7+EjsPJ8PDHAWx3VFQk5iQWIdOAukXVrm6+1PBZZg6+1XDWSg68OUEWtSdScaLT1EA1qtTYtfTAGAUS1R5OrijgBeA0O431mH5KC9DYk8BWBjgnn2tV2wloKQnITqf2XuqbyQxUkzj2iLTZq2zpUi6S29w8LLPILowdy4o5QAFzrYFVJnv9DR2gEcTe/7raek9O0u0xVgwGzhvxsKdxwaoQYh+IxldKIZX/eUM+njMclk42aF/2tf4PxGzz00Wfx+T9+GhfvO86n7j6METiyPefaw/sYEfbv3GT/zk22Tk8BZToSRt/xAPu7e5hPPjncJS9c+sgRKBz/zc/9W7gGdJIGAki5YHL6M0yb+znzuScwnddcujBH1dE0M2xp2N2bUteeC+dmnJ8Gp6aXZ57Lc0dRNlSVwauyt+8prDKyMCqDywlFKQsbgIgNRumLBezth/FQ2KCC3dho2J+fYzQywV7QFHDkf2WxuUAesIHVahyFMexszSgkqcNDZ9uiRo3BE1TkxmrLxOId1hpm85qiuBxsEVXxziMy7ezGEEajGpjTeE/dNOzvKd5XTDYMqvt47/GNcmhnA1vUQU3eBHtHE9sHElV30fbQ7TGdzbDGghgkAXcTgqPv7XlmbsbGbIyoo3agRml8iJhF45jPFV+PuLgbbMKcpnEdHCLTju2OvhJY3umYs1vd49ECqfx94WNA+ZxkG+6SFMmeybWs5RFkDb7WclXIQaxXfj5/b2pAUhGoWALVNcgkhTOR/ntcCa4dNQK7FoARI/fk6SNAybevJ3ZNhvkOVtpeenNBe66t5mAZ3zJh0pXRnddeXj3WzPR/JzCZ/ya2Mz/mU/0zZkCBrW3DE28csz3xbNgCdY4HzjoaN8WzybXXXoPXho2NDSaTEWUBx77u43zmc6e55r7jgMErnL045vO+4S98xT3MPnkiFHzfmFuuO8/5vRGX7hGaB0o2sjbZcc11r/w81bHgSZ99oNReA0fbMx566Bzz2rOYK5d3LzKZFFR+hPNQliNOnLDMH/TUdcGF/QVnZ6AzJRjCJ/EYWpOnKE0iIAOo1Q7Ym3jvLu8JDzw06zGZ6ZyYDgyL0KrHWzYzsTKmu7/ptpgMmIfoDbMeC5rf98Cuhg0D3oM4CdebvfZ6H9G1sZfCeE8LipRPBvRTvt4H1jMsOqRtYwA9IYyUtVDIgtIKYsPqxMgcazwmplEaFg0snKK5U7k0uA8y6OLgwwdK9hAuXTp8Dtaylkcpa/C1lqtCVixyl5HL8LR0iXIDcs3Yrl7adgWehWvJJ57024Roj8GAn8yD+4qqaf9YAjpDDUcOuITBwRWS4tz1jg3bkrU731a/6ljOduWZJXZMJICGQ0cKrj895tBGwUZpqGTBop5CA83cUy/m7O3t4bRmNpuxtbnBqCoprOFFr/iv3P2pp8RylAdVEYRrvu2TPPw2mH70BIJQlXDi8Jy7/38v5slPvSeoTY2y85z7+Lp//E62rr/IH//u07jjI9fx7rc9kx/+xf+V8sQcvSZ0iqHk5Mlr8SosFjCd7eBcjbWGM2cewPkZk4mws1mhpkJGcP/uokccJvF0oD71dwwd2oLVFidpSOtcGGFWs+sSkPEZUyt0rM8AQJkMfKUb7gjsl2bAu7MTXK57UiWHhYiJWnHf3tOAvRTvOp6JvM5Z/u2CwXW7CVtWKp6zNqrTHZQGrNfgdsxCZQ3Gg+BiXwUaatnhqfYp5OFp2sf00Ytkn4Pw3Ipn4Yr5rZHaVS9r8LWWq1KEuEC+wkswqAWVFLw3XTd8c7av+mwSFAlMQzJHSZuxEthK2/tTBrm6QjWCljRxdQX359OBGqQ9vzQhPYIMZiNNuDL1T2InrgC68uN5XUysZ1HCsWsMx48XjMuaygqlFUxEAuqVxdwFX1A+eDcfbYzY3t6mLCylFbY24J4s/zlweHuG8zXHv/WTPHzkAg+/82aqItXVsL83ZnNzyvFvuI3jr/pkW8dq1PDr//JrWLBgunuKneoO9o8oFMFNxNbmGMVS146qDDfSe8/e5i77excZjwtGI4c3C7aNpSxgUT+6bs67Kf1OIC2/f02WxhKZKzogmzOoWVhDjEZA1xsb4WxSfbf3Sw/GAsZmKmfjWgbXpwtMd/2QZcvb2o5T6afLWdq2P+IxFYOXyHTRoCJtvU37T7reZw3wj4rlbgmy9sije1hagJldsjTuTYb/DsxkLVe7rMHXWq5KyVfpV0w3YIAefeb9V/oQpAxf2EOP2TmDNWTF8jLSRKD5JDhgHx51nQ+6ICsDllmWfBJv609k9BSqkXDi2orDRxzjomajKqlMmD+9V4Ltj6csSzY3NxmNxswXYcYejSoKa1Df0Ox3UczTRHzh3iOcOnmc7UMTrv1L1/JzbzkKeJ7z1HNQG86e2+I5P/J2xjE+Iwp3/9bT+MUf/m8AOHFyl2uP3B3yi/5axcB4XDGdLRDjGE+CQXjTNBSF4NUxGo0wdsp0UVOZgkMjmNZ91fUqyYHBQbdV4smMHFpOl/W3iRknMJEYMjMoIOXd5pvRpqvK6nb5ds9LD9gM6KQD66sxA6Nt2lUNF0OnDlffotGwEMjR5YpFkHR1uJLGsV1A9H7rI7NVWT1T21dd096/tazlEWTV8/+4knvvvZe/+lf/KseOHWMymfDsZz+bD37wg+15VeUHf/AHOXXqFJPJhJe//OXcfvvtvTzOnTvH6173OnZ2djh8+DDf9V3fxe7u7p91U9byeJMcsGTqkZ5tlCxdsvReTyxaz9BdM5CVAyVimJIehZWlke63XuHTlivdhCrtRHXAJy9vRTtSunYCzNiVgyRn+oZ9YoCNDeG6UxMO7Qgj69moCqqiAi/M5zWLhWPRKIhQVpaytNHWyGAA52qcaxAR7vjPL2ybssg6+7d/9kmoOu79RHidiRFOvPIBDh85z9f/7FuZXH+5rd9D77iZi29/Fq952gOcfuJD/PAv/GuMOPx214iiMEwmG4wmEw4dOsJkvMmhncNsbx1mMp5gsJR2RFEIhTUYEY5u2QNfpgPSp+1qvyINsd+SfVayGUs2YjIYH70M6cagAxrf/ziN9oee3k1t6zcE3zFt2qGbj+e2vivG2NJ4Tf/5fj5+wAAPFyAtKIzlpP4IO4AljnXpwL50OK9zMyH9oZ+Dp6yuvaZk74NVfSTDg8vdtpa1PKI8rsHX+fPn+Yqv+ArKsuQ3f/M3+cQnPsE//+f/nCNHjrRpfuzHfoyf+qmf4s1vfjO33norm5ubvOIVr2A26wL3vu51r+PjH/84v/M7v8Ov//qv8+53v5vv/u7v/r+iSWt5vIms/p6v+mXVS3bVixn6oEnySSC7RjPAxIp3eJZOfX9SyiesdJ2RNCn1gWB7flW7swmzNcSOuq9VDEY+QeZ18BmCSEbhCNgCdnYM153aYGviGReeSVViVGjmDXXtqGuH84JTiQbiDqEB31BYwYjHNwuMBDcF597/9LbyD2VKuQ++/Xre8n1PYrHn2zqeeEHDsWsvUh2/3Nbv4Xc/kQd+/RkAbB3b5R//659jcyvEdWwm4UJVYO/64ALBFtQ+qNum0xkPPPQw09k8RAaQgqIMQGA+q9kam54aIfV7ARQClcBIWnIt3EuWPbDnYCMdyDdYqAG14E345PemZbUIIKth8MnIo3yx0ZYrtLtZE6OZ7nX+eSRZBeJSPfM8XQSE6ZP3x8r8Ut3ynhJFEVQMwalH3sbkBVj6D2O2GGoBWMwy/U43MJQn3cIs1We4YBrKGoGt5RHkca12/NEf/VFuuOEGfv7nf749dtNNN7XfVZWf/Mmf5Pu///t5zWteA8Bb3vIWTpw4wdve9jZe+9rXctttt/GOd7yDD3zgA7zoRSFu3E//9E/zDd/wDfz4j/84p0+f/rNt1FoeN3JFVWJ6Aae0HPw+FVarIK4kuWpkUNRS5kpX154qaRUg1Edo16Oq3JUq1E3MvfRZFUoDhw/DzpahKh2TyjAZBdWiazyuaUgOPDHBP5qYEG5mOl1Q+pqissxmNZcve5zboPTHukqVjocWniMoRTz2uT8+zKu/6z52Tu1x7MmXOXTjZY79jQ9jQpxtXA33/9LzCe4I4LpX/Qnbh8MCbdFY3CHfTq6zh04xn80pxmP2di9hCNEMmsZxaOcY5x8+R1V5xiPL+Qs185mjsiWTQpg1wVi+iJ+qCm41CmvwjbK7vwwvHqG7u44dIvUDBmUCE8OSeouJwfH8b/ryWMf0QaLtP8ssUxqvQ8a5d72mxYaA0ay/Mv8qmuBujoriSkIT+5UizCcjNG0XSwcxuKF87RjsK70IUvWl3+a1rGWVPK6Zr7e//e286EUv4tu+7ds4fvw4z3/+8/k3/+bftOc///nPc+bMGV7+8pe3xw4dOsRLXvIS3vve9wLw3ve+l8OHD7fAC+DlL385xhhuvfXWleXO53MuXbrU+6zlz5fkr+ihpB2JV34hZ5PTChYrZ8KWrpVucmzdMAx3p60oL7ETB6k7vlBp2YIVE3O/El1dkvR21QmMRnDiWsvhbaEqPOPSMxmHeJjeJSebYYec98EnlHPgXXQ0Wlbs7BzmyJGj7Bw6xM7OIY4cOcL+525sC7rx6z7Dc776LvyJC/hYqcV+ya/8j8/k0v2b3PNHh9k+/m52nnumred9/+6FYRJWqG48y9FbHgBgr7DsP9m2ILfe3UJd4KcuXrzIfDFnd3+PCxcv4pzDeyiLErEFZWkJ3t8VkYbNsuuKZPBujFAUEiISlNqxJ1m3HvR95S3Qfv/nquGc1Vry7p6dz1me9HtFljkB212TlZXGb/tdu3NKYN/84FheblKj9nYGp7TSvwYkMlywpOMHOg96Kx64Vhcf4puGAi0Qgs73VImaMWF530XmcUkGz2XOJP6pF0Fr+XMtj2vw9bnPfY6f+Zmf4alPfSq/9Vu/xd/6W3+Lv/t3/y7/9t/+WwDOnAkv1xMnTvSuO3HiRHvuzJkzHD9+vHe+KAqOHj3aphnKj/zIj3Do0KH2c8MNN3yxm7aWx4FcSYOy0iA+qXegnRnyOSAHXL3Ja5DX0qQkK6eMrHDaSWFY1p/2Bb9U/iOt1gcqpAQKCwPb23DiRMnWZkllhVEF45HBSABYTSPUC6VpNMSu9DWqDSIhIPmi3ufChUvs783Z25tRLxx1XVPXNXe985a2Cte8+JO88nUf4OLDkxiwB8YI9dkRivLNP/krVJNp2zfNfsGFDzwh+KtSuPa5d3aG10/2lJO69ffgHDx09gHK0kZwpcwXCy7t7bK7t0tdL2icY76oGY1G0CjaQL3wjAul3RIgYbegtWASPEnhprLPqtuXA4GcHV11b3IANARgQ0YpkkCBAFqxAMjLb8eudJ8E0pN6cDh+PXFsD88P6piju974zcbUsF2geJI3e+LA8+11bZuHfZo3Lhvkimtrl1zKDBdMeT5+CGgHN67ngmXQxrWsZZU8rtWO3nte9KIX8cM//MMAPP/5z+djH/sYb37zm3n961//JSv3+77v+/j7f//vt78vXbq0BmB/DmXVCjcdT39bFQKsfOF+weVqN4ck1Ys9KL98koqqjyFY6jlNfcwVWq7fKtVUXmbyJaUKVQFbG5bDh4JLCINSlSWjcQg91DTgamFRB1sva4ITWkk5q8EgGGMpyxHWFoxGJWXpGI0NYpTZfSfawq+/ZcT2zg6v/buf5kO/ey2c36S5eyfmJmyeuNjW++Inj3L3T39Vq25EwEwO8AkhUB3excse5855avXUtY8heRzeOy5evMhDZx9mNhc8DvXQ1KA2qBjLvE818jWRXRkCKOn/vLL6UWl9+g6B0qpBnNuWDcf5qvt7oDyGcaWwbA+Vnxz+zMaykPlDuyIijShIrrR0SigoQ64rFxVdHiJhTCKBkWsdGl+hlDZBligvsv9lLWvpy+Oa+Tp16hTPeMYzesee/vSnc9dddwFw8uRJAB544IFemgceeKA9d/LkSR588MHe+aZpOHfuXJtmKKPRiJ2dnd5nLX9OpSMl+it1OpA0nCGXbGHiCzhf2afJpachGVyrgyz6eqHs3Io6dJN7zBda4/ycfcgNkFftmGyNixNrkMIH6Yr25GUT0k3GwpGjhp1DQmFrRGqqUigrg6jQeEfdNNR+QeOaGFYp8T8hb2s0ONU0JUKBRENpEYMxZUzf9dR/+usv50P/x3W84Gvuo9hs+NS9Y8onXmSqynn1THambWqz2eCasMY0NhS7c8M5liRr03Uv+SzT/RlN3TCqRmxMNpiMR1gRvDZYG+q0vbVDWYZ2eB82GZQmI2JaZ1vSqrKHLNUSY5V/zyf24V+6e9gmCzi2NxYT65QSDu977sYkpU8G8Pk9X9qReACgacfWI6CWIWubM7lLWsW8nYPnZ/XiKSBATf9GZ7Er+7OtR78zQ1ndwDfaT7+KVWyfx1WNHZS5lrU8rsHXV3zFV/CpT32qd+zTn/40N954IxCM70+ePMk73/nO9vylS5e49dZbednLXgbAy172Mi5cuMCHPvShNs273vUuvPe85CUv+TNoxVoer6L0gc0qfPNI11/xo8vah1WOJcnODxFZX4Wyog5xsvND4JWBp/R7CJzyPPK5J10TLWRaANbWPbZre1M4dbzk0I5QVQ22UMYTw2hssBJsuFwjeA2uBhofQsEoISZiKMeBaTCFx4hgTIlzjvlszmx/wd7lOZcu7GN3OrtLvyi57Vdu5pO/fZgzd41BYXT3ITZE2DSOY9d1aReXx9x9x2nOnd1p+9CWwePt5TPb1POMI4p9UG06NrYNVgRX1zSLmsOHdjhx/BquueYIo1GFtQUbG5tUpelfazJ1YsKY4tvJv70fq2/n6jGXgabePaO73wlkpXE3BN9tmKtsrORltul1eQdiz5ZpFV2XfXqMrqz4DNsQgZbJxtdw126+0DBoy3ppm2nYrNGr1LAjU96xMR0jKfEKXapj/gzjQ7E9FlGyNud6Vljuo+GxtVz18rgGX3/v7/093ve+9/HDP/zDfOYzn+Gtb30rP/uzP8vf/tt/GwhU8fd8z/fwz/7ZP+Ptb387H/3oR/nO7/xOTp8+zTd/8zcDgSl75StfyRve8Abe//738573vIc3vvGNvPa1r13vdFzLn+59+IVcHNV1Jpukr6RqeixlrmK1VrJ3qSrZpDo8PixPsglwXMKxQ4ZTx0dsjoVKQgDpcQVVCapN2CHmNZvoJfiMis6eVJPhs0a2TSkrQ1UJtlCqUcFoPGY8njCZbPCCf/xrHH/JZxhfc7mt1Kd+9bl869/+EF/zzXexeTioEv/Ob/yrwHAR/FN9+FdeihPh4v4O468Dc8hhijB5m8Zio+bJN/2OqEaBgSsKw2hssdYyGpcgDq/BXsiIoSxNyxSKwKgcqPweJdtxxXHwKGUIopc+KwpYAnUH5XuFNF+sXZGtXLEjdOnf5YtlmDw7PaTVrpSF9kDrEiN90E1bg621PAp5XNt8vfjFL+bXfu3X+L7v+z7e9KY3cdNNN/GTP/mTvO51r2vT/MN/+A/Z29vju7/7u7lw4QJf+ZVfyTve8Q7G43Gb5hd+4Rd44xvfyNd//ddjjOGv/JW/wk/91E/9X9GktTyOxFzpxZlW+CuAyNIl2rEOVwJSrbJN6DmEbNU6gzx6RWs2eepygqHX+WH9ZJC+rXcCaoNPYgqS/zD14fvmRLj2mpKtLYsxDlHB2ILCeooiFFA7j/PBfUSaxLz3iPHB672VaC+mnd+oOCcu6jnTqad2BaLK3miX8WjExsaEG//y77GxMeEDP/Rq9s8cRhvDU5/7Gb76VR/i7T/was5+5DqOP/Vs27YP/S9fw+U/Oo3WFsYzmifdgTl7DbOHtpmcusjsoR2KZgo4mnnJ/r1jdp5widn5EZfPN8wXYROAtYaiXKBas7e3y+7uPt4VeN8EQMai7cdqBMUMas3Yxu7OtAceE9C60jhM7It09xQ52Ji/ZymVAbVHrIL2/6bL23GZ6vgYAMeSy5IV53PWbXWiyEgRWC3Nn43IUolmFWw7IL85WcXVxLO+PdsyeYn1yvt6BcO2Bl1reTTyuAZfAK9+9at59atffeB5EeFNb3oTb3rTmw5Mc/ToUd761rd+Kaq3lv87yxX1f1e4LHv59jQNV3rpRgCUVBRJLZid7v3t+Tx6hBd6bxJLE1a6RFdPXvnE0Ztkknop18LEXYJb28LpUxMObQnqF3jnAYu1gjXRoCnLzTtH45SmEcrSUJQe14C1gqqPdRAwGsCCEcbjMVXlmGyOmYwrRiNLYYXCWMqywLkF1dacfeDUc+/kSbc8hAi89if/T5zL7o2He//jC2JjPDtfcQdHDx/l8ikYXRM83o+OXmb20IRiZ0EzHXPfR05w9x9fw6GtU2xt7zNuguPOsiqxxlBWirUFxtxNWVhG4xEbG2OQvdBXEaCWBproFd57PVC/sApk92/SIyXokiV1cPsnHhyql/Mye7tnh8A+y3ylijQHN9nvRzTkH5JS0j+30pYqv8DQOyFol0YTH6Z9xrdXxmDQD7KXeG2Krdr2Zfa89tx9rFqkHfS8roHZWjJ53IOvtazlSyVLK9f85fgYQFib16MoL9lltcmHqoz8eAYk2vLySXKI3rKJYFV1DmTPtJ8GIviSoB4tSzi0U3DsqGV7y2BwYcOZCY5STaQ+1GtUKwqCxXkfVHTiEbFBvYgFtaivESuIWJAGQXGNp6kb7EZBWRqs9YzHFWVRUNiKshih6ihGnmpzxl/5yV/s3YPkgFYV3v+mb+iOjxtufNUlrj1xA5PJJRYXJ0yO7VHvTvD7QV1ZjpQTx0/ifINvFK8lo1Fow872Ft4ptZviXdP2i3cNW1tjrA1BtQ3Bm/24hIXLWM22v/t3JZ+z05krhSg6SFY5J82BgqxK+yhlaZzmrM+fUvpQndWDFjpbw1WLiEdVUrbyWVWLtI20vVfauyyvr+SXDZhDIVt/XOldsgZha2ENvtZylUnvhe8H78BspSx6wIQ3BEDZoSF71btMuuyTGqN9eccMVhlV54xGbzLQLk1eRn5sWP/WL1c2mQ0dXOaVNAIbYzh82HDsWMG4MkikQtQbvFeMCXYxGmnApgEfe8SrIhpYLd+4ULYK6qOXK03eykPvNQvHYj5F2Mb7BvWWwpig/jQG1DAaV1y6+zDf/ua3MN7wnbPyrC3ewZk/uLlt9+jFn2Pn0BGMKdjcnGCaOQDlzhQ3DheJdVhTsrc7p17UzOZzqqpEUZraIzH+0ubGhKooECP4xlFYQ2HDzWvBqgkgzCuYVr+sRGcGPdVfsg97JEy0kqXKzg2P+Xgvh7jsSuWssu1qDy0NptV1WQU4Hgmo5cBrZR00dmEaUyJxcaColwzwZHRcK9GtSQ8EJ0/46XuscPZQ9n3lS7j/PZTVFdV7HWj3bC29W1Z9X8tVK2vwtZarSobvwAxv9VxCAO2k3n4fymAFm6v/hsbvw+sS0OnZimVv8XbxnL3zve/YqCWwltU1MWU5IFmqS/LgL53tmxHQqLorC9jeEq45ZtnZKahKF7fD2RibT/E+VF69UjcO70InSHRY5jXk571FTEC0xnq8d61fJYk6JjGCEUtVWdR78AVGDHVdY63FWs9oVCJGWOxVHHvS2e4W+NCe1LzP/OoL2zbXRc3Rl3yW22+3nDt0hKqEGw6n7lEu/8H1lNfu8fCndnjgnrtZLEIQb2sLnHdYa6mqEc4tmM8XXDh/nvlsivMjmnqBASYTw96ewxRgPZQVyBRsjH6jXvAGNPpvyILbIAwM9AfncoDeGvavGE89GQCg/LTLgFpvHbFinLZMjg+7A1cxqo/Fv9zS5g9Z3a4WJA0AmWY1Ts+PEcG1AUmzvCOkXzauN1nC/CJty2ptzeJhkSwygWTgWVZkn+W8JrjWciVZg6+1rAWu/JZcMbn8aV6s+Uq/p17MgdyVrs8mpVUqp1XpNaXRfvlD0kAIXumPHrJcc03B5oaEcMXO4F1gcRQJ4KtRPBJ8RWniCuJORgzqTWAXvUclGNmL8ZH/MQgW9cGJquCxRcl4PKIoAvDyvmE6rRFG7O0uMGaXalQiRcNv/dO/yLf+1H9s27j/8AR1nmLsuPEbPsEHf/kFfOKTx3nSt76X06VSFMKTnngrRdFQzwLc2b3zGg6/6vMUhxccfcoF3OwmVGE+nyFiUIXpdMre3h7z+R51XbO3t09TN3g/ol40NI1jNAouC2whlOqpJQCwxmcdnd/7g+5Tfj9Yhgdp8m/v10GSn1vBJJHyacHFwfUJibUPzjIg/2iM7VP+zvWruIqxeyyS+aRfOhPaZVB1K85H0UeGSC3z5rvvBz1rw1zWwGstV5I1+FrL1SsZ9ZUmtOGuweF7dsgUrNxJOFRPxLKS5sIQGIilegyvz+oxfOcPGYSUQD0rpWXA6CYSiZXJd31ONoRjR0uuPVqxOVbUN3jX4OsIpHB49TgXbLQQsNi4g1FxPs5UCKoS4jb6EONQKDDi8S1dIijB472IMKpGjCcV0LQhmMSHoNTGFIgIRWHZPHmRT77jhaj+x/aebR6dZq1t+KZ//Qt87v/5ep76/JrtjQ2e/6w/afugGjuYGcobLrF4cIPy5B6Le7Y4evRoBF8LmqZhUdfB2NwHtm483qJpaqyxGFOgxqMYJpMRttgDtRQWysYzKkMw7/bmEeZ6kc5h5yqMlP9tfbSmW5wBnuHu2DQOl8ZilmdiXHO7P83q1l6qg+sGGbVAPiu3tWf0IaRS77JhvfO8Ig3oiddK165l8BKpxNg7qhZwLQvcdXVgVFVTuu6h0B560i4/zVSNObhMKaVrd97fvV2mrGjnUNZ02FqiPK79fK1lLV9KaSeaIRC6guSs0UEqxStefIX85QrpWjw3nFjztAcwCUPnqEt1AooCDh0Srj9dcd3JEVsTwDfgPa72ONfgnKeuHfP5gsUigLCgkgmZ+Ai2nPM0TY1zTbejUcIOR+81GN8TjPKNCX6yrBWKMgCZogyBuMuyoihKjFVsoYzGltGo5PCT7weE+z52HO9hMYXdhyeth3+AnWP7/L2f+9d86vefzFNv+mQPfM6uEfafDKNXPMTmc8JuyfEtl5nOLjKfz5jPanYv77O3v49zjqK0HD16lNOnT3Lq1DVsb4+pRiOq0YiiqNjYGFGWgvceq4ZChNJGkKXa6aak42pyH2+DW7i0u3CoOm4/2RjQQT454Ms/vU0iEmIWtgGjZfXwHB5L9V7lJ+5AVXtM37ouydLnDoJXum9oJfZaq+vLqdzlWj86Vi1bfeUANm9LOn1Q/wyAV69f1kBrLQfImvlay9UrqxiqP4UaZClv7f9t7YEPeCE/EpZbxRxcMaMhtRKPm8iQCSAm2HcdPVRx3amKw1uC4NHG45zDNS7uWgTvHc45miaooQpr4sSvqEq0BQs2aWEC8micLCVun1TtjJcVhxEhRINsaNwc5xwmGq+rVxp1GGOwUmEYMao2edZf/TgbOxU//1f+Tts8HxmNf/TxH6CowrHtI57v+P5/y2bV2QTNjwm62a05RaC+vMnFO07h5gYjHmOEalRi1bK5ucn+/j7jUUVVjTi0s4PqAq8j0AoRpSwrysIwXwRfZqJKYYLNV9NSjSYYh38B2wRzsqa3WSLd0lUM7WMdx1diZLLjuYuFpSIkY72GeeVM0YpycsatV86qimhiwBpI/riUMNaWBr9kLNhSib2wQTlD2K9jGMOp7gd6q1iFA4edtAZja4myBl9ruSpF8i+ZmiOxEtBNej1GavlrX7QDNksLc3PwhbkypGUVehVdLSbbrLVys1dWWckmFbEBHIxHcM0xy/FrKg5tCNY4fA2uURYLZdEE4OU8QQWZrMUBp8FrvTaDekoIqI06koVXW5W4dU1wIIqVElHFe6VeLNjfm7NReGxR4JxHvWDKYHjvvGdRzylLOP4X3oMW57n9V18WG+8xh6fsXy7ZvnaBRDpncsjDPEz6zbagG7GiHvbuO8XlB0dcvG8L5xRjzmEQmqZmfzZHgbIqme7VjEcVzjXs7V7i4oU5+/MC0YZ6HuLOVGPBzBQT+7UqoWqC6rHbqeeW1Yr9bls6lu9OHTodbdVs2T0fjtVM69ljTzU7cCWgpjnQ6N3IZYCUY5aeTVh2bBVYbNmi/Fj2QEr6LS7LSwGX1UlaZKdtBSVLO6xPRk1p9j3v28R6xV253e9+V7RXD/rxsbqiWcvVJWvwtZarWhRBRfNXcd8QeDDhIMMV9jC/gSRwN1BNHCQy+JujsqF7ip56Q1iu1XD1niYmhcrCZALHrxlx4oSwUc0Rr7haaGphNgse3l2ccHx0EWGMICYizFiE84nZ8l1FjW/b3gIH4rZEH1gESdNk3DnpGsfu5X3MhkHFU88DRNnaKvDiES+oLzGmwjvPkS/7E6639/O5t3891fQwen4T86QFs21HecFQ7JowP0dU02xKO6vaM57bfr9ivpghZh9jKqwpUF9jC6FpPPO5x1+eY0yF+imqHuc8RWFwewsaJ9RNDThGE4O5TFDDWrAKowpql9w+9I3WJfsMycx0vL2N2RhosXZMZIbsKn3gQvyt+XU6KDdhjgTee4V3dUq/E4B6NIBiuPv3oDR+hduXPKRVYM38oGNSXZJn+8H5Jco5HEtq8hSwPe1gTP3U6yu6OKeqMV06nuqY+nnQrkdiutdydcsafK3lqhQlGb2vBlI5AMu3n3dXR3kEZqpNJl0+ia3yaWKOMggNHCYe6eeRfzfZBUMmIR3sJnRtz5Ul7GzDsWMF1xwu2Rx5xEFdN9SNMpt65rXHexvUjQ5UPUainy+jkU3oZh7VZGNj4+4wIU5ZCIJ6G8GZCRCwnQBDSGcf1ZYihrKoqKoSfI33HlXFGAlhfoqCjY2NcNfqOU/+qikXP3+Ry+8/jK0cZiuwI82Gp7gswQWFjRNgetvVsHf2GIcPH2axqPGS2iZMp3vsbG+zaGq8GspiK6hRUawV6sWUC+cf4qIuGJUFgqJ1Q1kGlZvSxe4cl7BooGaZFXk0MgQB7Y0e/h6myTPIEF7P8J1Vo35F+enxyABbe+gRMmiN4DN0mUdQaCWn+w5oR8u8Se/w4EsGshIKTbsdW51h1gBCoPfUwIwf6zIdLsJW1KFbXKwAmWvwtZYDZA2+1rKWoWjvz8FMlVzh3DBdesebgEFa4JSsqyXuOhxMQu27X/se3Jd2ZqZsJGMxiASVdjvnqgIOH7Zce03FziGhstEwvlHmtTKbK7N5DI8jHlVBXfBkL6Jxte+jTZaPNlwCEpyomrSFMirRVBzeC+KDHVQAsR4TXU+kng6skmN/b5+SGfM6OC8NPrcsxoa7UdgRdTMNeXilUbju5W/jkx/4O2zfcKGbBFPeq2yQBO677zp293ZBAjs1Hm8xHpVsGENRjqldtGmjpnYNXj2VlnE3n6FpHKW1OOcAQxHBV9OEzQuNC4bsoyrcGac+hD/KqpH5h12S4XydJnCv0WZPs+sSwBF69kgq/TTpeAt8Yh/l7M1B5Q7JsJzRavNd1QY/+D24TkwGXvL6Jj+80mWRL4D69eyWGD201KPoNDss2ZXawa42mxSeaPXCbFVjh/3Rfl8Dr7UcIGvwtZarVh7x3aiDCeygTGB5dkqHJZp6DXw7qoaJJ2nnWuB0QGFLO6oGZR5kIxZDJ1KKsDERdnZKjhw1bG+VFDaAM9co3jvmtWdeh9A4zkdTZlUMSoHpzdJGQE1wlNpnNhQjKTCeIBKAG4ntMj6yEBZjPEKBWEWMpyxH7OzscGhLKCphVBU0zYLNzQmjkY2s2IiyCgbXVVWhCvXCc5sKX/Y//H7bbjPr94PP+qWZGXZ3ATEYYyisR2xD4xx1XdM0DU3tmNcLyrLC4RmPJywWno3RhKIog4d/pzS1QwqhqipssaBpwNjgWsN4pSxBsTgE7xwSJ/Yh0TMcPo845nL2JfV/3DVohpkOWJ92KPnutMAVGZocOPVUmtkiose4ajdc2sM5C5aN9dBfcUzFT6uyzrH8FTpFulr22xgv1B4K1DQ8e2AwqTl9+yxpey6FBGtVwIO2tYTb8PnL+20ta8lkDb7WcpWLtv8OWYLhKr09lasuliiB7vvwRZyYHpEYuJcw8bRlrGC+8nqs/J0xZDJUQ0aVhxXYnghHdgq2dwpGIwc6p6kNvgF1lrpR5jPHfA51kzEnccJs7W3aCSeyYcZFmy1atkCjAY3GCT+wZgTVpCamQdodktYGFwzGGJzW2GLc9pW1BYLgnMfaQO2MRiWjcYm1BeoNdbHFha1dnvUdHwSg3ivYPt93eCaZ06yzZ44wGR3BVpeZzx2jomSyMWZUlSzmc8qiQBXmdR3/zhhVFfXcMZ3tsbc7pd1lh8f74IfMmjgo4owrAupCe2sn1It4P+j2XmQ4o7uP9MdObmCfxl+PBSUDNtoxqN3CQTsCiC6PR2MQvqQKzwZYYqLSQiIHIyr0QWZirAaLiNQWkYwFy85Ldn4l49R7WHM0xXLirO55HXoAKdUzS+M9PTcmw8XVkB0UWHpk17KWoazB11rWsgIoAe0MmVbCZpCmd02c+HJwtmrHV8pHbDcRL828K+oH/XMCfXdH9PFgcuhaVsJ4IhzaFnYmQe2oGgJYqxe8s7gGFgvHYhFslLyLbAQQMFegAEUluo8A5xRrFSOCSlAvqg8zfquuEe1YBk0OWAUTbaN8gFUIPoSwsQZbFiglWGVRO8Az8jC2I6wV1Cl7l/eZzwxN41kslMru8eyvuKsFsrf98vN43i0fZXSsCW84S9go55SmMfy7f/x1PP1Zwpe/sqJpQjghH2s0m+3R2JLZbM5sVre92oxqgtF8g8MHp6A4VAq8A3GW0lpKaWg0AgYfWMfZruehqW/HQ07ktECIDlyZATDKdznmqukeKBuCkgjCeuBpOLay67QFz/1yWzVmHN9DJietNySCPc1PZG3KgVqPOcsAVoiAEM+ZDHgZSB7SpLVyj+k8McHAgBIe0a2HEBuYnv+0OIrtbddSWf+3dmxdE7KLek1v29f231rWkskafK3lqpbBXNDueEqTRuvBmhhbMTu3vAoHSOFygn1Ucq6dXsJWaV/yGstjVX6y4utBC/nsBZ8YgkKhFNjYNGxtw8bIUFoFXeBrxWODHy0fvNXXjeKcoF5XTBQC2hlP+bgF0kQkoPg4gXWsVqhPAF5G4oTZBKZCk+ZRw+TnXNjtOFs07F1eYGqHKZXCGAprGBWe2nicDR7uR6OK7e0N9qcLvG+g3sTvjtvaXrQLuMHBVCh2BV8pzQ5ghcIqIyy/+r/cyLU33kY5uYS1FdYaytIEB7F1g4jFWoNI9CnlPdYaZouaixcv4v04bhIweO8REUYjy3zW4B0UJoD2ysAo7n5cEO6Jze2conS+0QbDIANIOTuUA6ecKUrAt93cwYCJOWCM+WxcDsG+ZMcSQGsZ0Yzt9WmoZCCuZa1SRpFSTSMlnbdR9Zj8hAWiUrrCD6KTREAj+GqvTLXpGigZQ6aaocq8f8xgwaQhCJbQxXY00r9myd1Gan9e+hp4rWWFrMHXWq5uWaHKaE+lSeaA80Pp3CmEPJOtV1K/5B7GW5aqt0zO/6aE2g9DkU2Mq+3RwrK8EmGrEo4eLtnaChDJNcFVAupbh6jeC02jNI3inGkBU5AUGVoiQAyd1YIECcArgQJ1CXSFyU0IRvoiimAggtKWUpTAfRkj0TdWwdbWmK2NkqKCqigoC8OoEoqyxogNxvfG0jQN1ajAq+fiHcd55mv/pO2Br3rdR1G1zBTGn1b2z494eD7hyNYe5+7e4bPvv4F6XrKYHmPj0BwjJeNx8ONlrY+BtEO7nPOUZcV4PGE2n1HUBrQKTl8NiFnEe6hUVUFZ1jSNx0gAYGphXMHOCKYNiA19ZSSbyHNQFe9xrk5M6uQWiKW/CbjnyKo9MchzlXR4ZKWWbshyMfjdgg/tSKgWeMkAeOVZ+JCJT+2OgNQm9itVT1ZcnyoqGh+uBI5zdJY1bIlO1uybtj+vaO8mWc5KPyTkkO3S7m8P8K4B2FoGsgZfa7lqJX9hiqx4gcZVrInfh5PBStXDgLGShLqAXF0ig0OooO12ruRDS4MKKl+NZ5NuDgrbOTeqBzdGcPSQ4fixEceuKVEv7F5u2N3bZTr31LWgLrBTTa242kSXDrF+0CKAwFM4fGJtJDACrV+vvMUaXElIog+jo63EYrRBuFVQ7wBLYQRrlaKMtldjMKahLABxiDWU1QRrLYKhLG2wBTMwHleMn3mOZ33Hh7JqdDvYzu9OeP8vvZKv+Z/ejghcOrvBw+dHIFBVBUeP7oCWgFCWBV4d3jWoGpoaprP9yMx56oVnPg19JXH7ajLkNkYorFDFmI5WOxXhqILNCciiAxzJBK0dHjnJk75nYy5nU1qwNpjUW3YnuQTJDMaXAMASqIkJMlCRs8JCn/XKma90rA0PlK6L7Uh1bYGZ6Z6rBNCSejEHX72ViSriEwMVx5kqqIvPTd4RGtWo3QMp7YNrCcHf22zDp0+UdT8yVKarD3cgNb8+Xxhpv+vXshZYg6+1XOWSnCu2hAwZwEogR7tJpCcrWLP80vQC1p6Xy27yasEZgMbwJXHSbMsEjFhILJJJs4SGfMknFsArhVE2Nw1HDo84enSTkye2sIXl4bMXseencKlhsVAaJ3iNMMX4MC3lAK9X6bSDMQGPeF5THbIqpM0ERvBOEBMiOYbm+ch+BaspVRNcMalnNt1lNt2gKgxGHMRrq9LivUV9cudQs1jMmc3nlDt7vOQ795bvR2yHedaUP/o/nsFT/9pvcOIpDfd9as7GziUOnbzAxdmHufzx4D/Ma0NZFoBGBqwEtTjXUJYlqgGQ1Yt9GjdlMQfnDU1Tg1qKQticCJUUTEuHU6FulMt7QR0299BEgqbHfub1JQKSJaAf73fWxJxV6v8NabvvGfhKkt/b9l6HDlPtA5M2X+nd7p6qOwdfCYC1KnA6e64lH1ip1GhclhvepzLy9cyQBRMSUvOJk20r5T00UT2eWNoE2jwGjYuC0DfabRpI7c4Y4HZ9lFg+pc+G9zHiavvRtaxlIGvwtZarVrzColFKI0hcii+97DNWQoLP0J4NS2KKkn2IrrIlGfyIcCXHe8Eyu9UpafumD1NGB3BkaPUf1YDt5CkgpmA0Drv3yqJgMplQVRWLmcO5mnntuHi5RkVRVyCqGOv6u9NyYyGXPIcnpicAMVETGY7gwMpY36qUBjC0BVyKxvQREXiLZxFBYMPu7l6kXByFlBRFQV0b5rMZ1hpGVcViXkRP+4btYyYrbwgooBzD1/3Pv8FoUnLHBzf4pe/5GxhvefDSIeq9Ixw9uRdAlg8bBYKhuoQA4Hh8RJIiFh8No1R92OWpYXMCwGRcsn14gonxhGqnTPfnPPDQJfx5x1yVWRNiPSZj+BxbpVufA68AGLreS45sA0iRATgTTDsYoR+eOzFg+TXxfFxc4A3pDud+r1qmy3TgoyU1E9CKpSa1o+80712bBu0A+qBItPdcJTHx4RPiM5qaI8G3hSTGLgGmJBmA9GnTSESGXrUFWCoB0Kf25ardYT4Krb++HvbKSTfyE8MDa1lLJ2vwtZarVhSY1lA32oEu6bMPSLbbMV00YK4kusCSOIEY200WIiayanESJwCo/uRJO0kBHbMkITaiEOsXEZFIZCc0BKWWFPQ3TWLGI4XFWBPZMkNhSko7wZp9DCXqgxsFLw0Yg9HgGDTVsWX9CA3v7HG08+kUZ6yW5ROi9/twQOOWS1FFcJ0JdOqnBC5UcR7GkzGTUcVkZMA3GApsYaiKEiMFxliKssLY2Hce9h4coXq5z/4N7tOzX//HmMZwzROFQyf3uHDfDoV1FONZYEAoEB1jreB8jYt6KMVTlAZjibEfhbKoKIqQVlGMMahaymrCzqFtdjYrNiYVjZtx6fzDII7pYp8912CMBjdnBPcfSZ3dDa5kIC9YE23rTGJNg1paTLinkO5BpGHExDGZIH0JKKoOrw3J15rICqSgEiMSgOZW5yGHDv5rOtIHOelXW1XT40zjuI22WT1Eou2nB3haykl699Un3WVKFS9KAKzFYTlQirs4O1ZO22rkNWkXQdKvXUPn4yupT9P+kV45mbTPTwbc1rKWoazB11quavEKixUvxwTA2nfoYFXcqgUzciGdtwmleZAEOTJsoNEIPQG8lkmIS+owYQU1Y0spAEbCrjqMYoU4OWnYXRkBjRgoywZPg7UWa0zLOjS1Y1HH4NgElWNS2wxX+ECIDhTrGFRHhnb7ZpqElXZih5Au+PyKDlSNRWKIoNjCYIujEOxvSvAeoaEsJ2xsTKgqT2kLmnrBaDSmKitsUTAejTCiNM0CgMJaZpctswsVk8OLbs4GUIdg2/rXM+XimRFHn3I7h2/Y5Jav/SBFNaWpS4wIG+MtJpsFrim4vHsRYxSkxhgoywJVj7Ulrq6x1mCtiTEtg9G3iGU0nnD4yBY3XH+cpp7y0H3C2Yd2qcpZ66OsBe4iEXxF9imeDmMmqHaNjWxPixAUKQST2bR1gRvjzYr3uuXMTAIndOmHImSgTAZgobtWM/2lTwxnDlZiVXt7NgCDthhRB+XnZFbHKsfEKJ27COmVH87G50G7wNe9T8zXE7Lzadilv3SOXfNoA9kj3e5YNgTAnJ7X3nPCMqRsbUjXwGstB8gafK1lLSskX6MnUim9pE22rG/BWQJkGmJGRmwUJj7NV/0D9UaXVfuiljQZSjeZtZKpR4N/AO1W5OIRYFwFxqAalRRlYEDqusY1DudCGB+Nqpd80gqz03IdgxuAwMkk2x20h8N6/qeMhD5Q9a3hs8bQRNYExgvxkXVyka1TfONZzGqMKloKdQ3OOeZ2TlmEOI9FGdR+hTVIYVF1zB7aZONQHepjY7/a1D8BTPyDG7+XZjZmjqepal74mveGANlNzdwtcG7Ofl2jbsRiMQ9gCSLoCsbd1lp801C7Gc6NqBtPXTd472jqCmstk40Jx45dA36K27+ETc7HCCrKJs7yXsAb7Qe9jv2afKlZclAURonx2TFJwZ0TUxodI6hBtdtRmnidNsRVb9DlYKkPcCCo6ALG7qONIZujgy89daQoIk0PjOTpc0CU1ht5CKCQTnCqreo1cl5tvyX1YvqoBjjqXB+ItXZbWfl1dOeWmp5r9lViHik0lOnqvNTmrF+HAHQtaxnKGnytZS0HyfClmg7n8xN0q/98tRvBWkBqDlFLWMlH+6nWYNoGBiueU+08ZaU8c0ZHWxYM1EprYxWzRBS8N1TFhFE1piwtzjcoBq/asiBJFaNprR8BYusXNbbJCBGItPQLRsKOxgDaNEz+CpJUjnEXpEaHXh4THLSmVsSsvPdgG1CPqKCuZl5PMQjOmWgHNkNFsDKm8TU4obAG54ODVUEZ7cRYQhqZuVhd13hsGcGPLxGEEYZiUfGuf/WNvOL//Z9QZoDH+YZmqojMkdbmywbmjuSw1BBUkRbVOgLjJmwGAKrxhNFkwnhShZBMBmgU7yTaF8KsiV2dwYv2Pms0TBdFmjhmJEsrIc8ijkjfXtwAEpnRCHZ9UIuKaGDxItNZ+/5o7vxWdcc1QxUZ8dQ7v0qVFqoaGatEIeVUUia5B3zNPq0hfzIca2syyCpDOq2RP9mOy/hpcs/00nbnUpsiUd0tgOI/1gaTx7SgMr6zbevXY7mSSv/ermUtuazB11rWEiXfwZWk987MwVh8yafJK63eJU7QvWsiSEnAK7BWaZ6K7JWE0Ds9nUcEcEr2Ig81RQfqoeBTK06iKqAFRTHCGMdiMUV8sE8qihITPVmqD9N6sM3yS7vnwuRjojNVjapQE9R5uLZWyVAd1RBqKOvDdoeZeApjWns1VRNAmjhEPMYarIXJhrAzqaBQFk3NqBoxqqpg92WFwsKoKoGwC/QpX3OBzeMBfHnxPdZi+vAmWydnqMLk0Izdh7Zahdz5e67hwv2HOXrDQ9GZqmTG9SETay1FUSAilLZgc3OTpl4g9naqkaDesFg4JPofG4/HbG9vc82Ja3HNeapScXUIPg5hEq8bcBFTyWCyBjofUuGKbmDFhDb2vojgRNsgR5DUzxGIZKAj2ep5DSBiyGAl+7ucmWrvnoSyekb4RHXgKkCRubfoVIphaRB8myU3KuHflj3tyLa2/v18yQKxS9tRCjTqsrrlY4/+rkQ/OC/9Zz4xZvluVIna3PY25Hnn9R7Utb1ja9C1lgNkDb7WspYoK3ctSTaJDdIvbSlXAN+qJXX5ZFtO3zVRf0ZMvowkskSDKIW0r/4c4LQqo2Bwby2ob1AX9DCqnqIo2dicMN6tEN0P6hRRMOBduD539xRs0sJsGPyNmRa8hMldEbHRoDqEF0rqzJbGUALAau3SErWW9vWH1oUdZ8p02lBo8ClWO48fQWkMLk2U1jDdr6mqiqM3Lbj2KbM2Gyn79/K3/+ev5i//89/GGHjBt36M//IzX8YMz+Gju5y++S4OX3e2VcEaE2NVZje1rufs7+/hXENhSi5cuEC9mLO3O6VejHGuySZrjX7Hxox2tjGFYzyuouNZbe9cutsJGCwBhOEgi8AlMVNeNO01BQxeXedGjm7HoJeode1l2W2CaEddZNt8pGhWhuTR/vhsLc6G418GYz4DNirBNYrP+iL3qt+GMWr/WX4eW7y3QueZH5GsffnfvN15v/fKycBvV17XVDe8ifR/97pkFTu2lrVEWXrU17KWq17iC7i1C0+/6X+8Rm9VKfBu+gxUNPFbb3u+1zhB4nGqwQcUtHZl6W/apQXdJB/8YynttivxiHiIux4VYVSO2ZiM2RiPmFQV43FFUcJoZKkqS9MElYxz2hakqeDY5tzPUtppGTaLpUlUQRoCL+IjcxBAAUisniLq407RMJuFswGkig/pjCimMGxublOVI8QbFnuecw/uc/bsec5duMiFy5e4ePES5x++wPlzlzh84/mWDfmlb/rOHlvyoV99Gp96z2maRUhwwwvuDf2CZbo35ton388H/8+XcuHBHZz31HVNXdc0TcN8Pse5sENwNKooCgtGcdpQuwZjSlSLzLBbI5bUoBotBaTAUOK8R9UFlXK8fUp/jPTGXBgp3TgTxYvDiY/AS3Hxo5GVEgErpnXpIGSsTjaeVCIHpdGzSQYqgrGUQ9QjyZ2I+mxwh8a2mywYfMKw7D7ZcUEx+I7ZTWM6w3TakVlBe2wBGzxgpI+TwLc2QKNKg8dl3B9ddu1z2+abd3X2bKfnM+1oTIutnNhr8Zampy8ej304fDG0/ZH103KHsZarXNbM11rWMhTtWIn8DZxxTj3SqosbJ63Re64rXFJl9L5kZaZcJLqNTNea/rlWnZP9FRtdAgggFZsb2xw+XLJhHeOJZ+4FayzN3gJrBJ8MkSVzEQDdrklJah5tgRcke7TO1xft0fAJKsrgnDRJYvGkDZyZNTuL86cIZVlRmQJTCKZUdi8tuHR5yqQ5ynWHdtjaKHCTBmuKqMJaUM+Eu/7rTb18jz3lHHc/VLH7sOfwKXjRt3+E/+MNfzkUPh9z67/7iyiw+/Ah/sIbfoPO95S06kZQvHeU5ShuPLAIQmHLaOcW2ooGcKrq8c6xuHwJK1Om+zOc+t54aZmdK06+mv07OBoRQgDnTQuSIQMCUVrHpllmCVDHfRudbVZ23SowM5SV1R8wUGmMdxsJujGbrm99gmWbAdJ4b23Cuj0DvXoJcRSmRU3MONlkpt+SX5SqNmStBsdWsWHDflllD9fLMqvL6gRruZplzXyt5SqVKy89RaVVsxnAaFLuDZiFmFcAF345REqS7EWd2+Rol0U/7dKbPksn4cEtDBRGgvG9l8DGRH2Tcwt8I9QLj0jBuNoIgEL7E0vIX3pFiTHR1svQ+RYj+2sRsYFp07RRQECL8MkqL2Iy8La6vHaCVGWxmGOkoCwrdna22dgsmU0d0/0awSICVVUGkBfzMYViS0cy/UHh5/+HV/CU597WOkE1Vnnmq3+bamO/1+FHrnsw2vtoG1RcNTCCTe2Zzxx1/DudzmmapmW7VG1kO01bZ1tYFrt77J8/z6WLF/EuuEMwIi3wSarNNKkvuygTOnccXc+F5J3qtzsXjOmdSto/utIoPo3bpUx7N2PA6JABpkdiaw5gdFomKeWXfVq2L9+p6IeJuu8HEkd5W4eLGl3RHylv3z++0h4sr4Z2tmGryu6RYLrq4KCua7lqZc18reUqlEfm/DV/S7Z6h479iYmi+M5+Rzu1xNBwvzWwTpl67XY9DianXrGJNfB0Mf0kTNIpXTDBbwJjZhyLesbFC8q4cNiyohobLl/eo2mG4WMMiIWoGmvtlySyeJKcekoEP01oSJwgvU+uI5Lnegs+7Kps3V+Yzg9TAnHqheRuIvWdtcrGZsnGpjCdBSbPUdM4T1laFvM5dVFgokuFOjpo8w087//zUwF8Rbuv5770wxhtKMrYuQLX3vwZRkfP87Ff/SYW+xtMDl3kCV/2XuazYPNlraVZNNHwPvRqVVU0dYPzHqOKc8HrvfeC967dROHVUZYl4/EEYwtm05rFvMarx5iwaSHYyHV2ZbpiFg5MSayz70BAAhzpGlGDZAPHA+rj61wc0WFYP28y9Rpthp3IMi5ox0rGPq3EDh0WXiqzLecgtilSWPk4T2X3Vd+05mdtljko84SdpFm7egx29jhrlkY0q8eKBuQgSgf9tdTYR361rGUtwBp8reWqlP70sWIO6lK1L2VN/y+xB0p/Mjhocdt/N2v/4LASB9Vcs/K1q2lQN2rLINV1w2wKUgmL2lH7feazGT6xRW04FQGaVvcY2pxsx5KL8DQ51WicJX3yLaWdS4O2Tq1fs66tgS3KOBvTbXPrdtIp4PA+zMaj8SaTjRGTjRGHj25SVQbnHLVbUBQlaVepGDh605Ri3HXtf/7fXsXWkT2++U23A8HH1jv+1V9jMRtx8/M/zsXP30DTGH7rf3ojz/vmd/DEF96OquKc64Ev5xz1osE5T1EKIg7XxM0FPjkB1aBuXCwwEtS7NkaKFmNbBBF2pGaDJ+nVlm5yTCHdJ0nPQb0YBBeHkKJtoPP+2GqHVhqbq5isfNDH65aGY5bfStF+nm1ZGgCVzQjQtunx98ADxso66iD/drwOJH+UZHiia0bveJt+UN5SximD/G+v4sPMB7/XrNdaoqzVjmtZC937MX+/ygETzcpdkfn37M2fT6C9eH4Za9UeSav8bMIdfk/5d6qvlCCHdYrzDXUzD6FljITwPLaMIX20DXZsjGtBWxsFJgK5XlvirBxUpgVEliUwYxIu1DYKZdZX2lfTxF1vKZ1iSW4zjAb1nNHgNb6pa+azhs3NCeNxyXhcMR6XTCYTJpMxs3MTAGwBNzyv7jqyMTzlxffw//3dn0dMUMQZC+PoD+z855/I/vmjzC8fAhUe/vwTcM5FlWJgqsqyIPhH9dhCsEWY0l3jcV7bOuf3rlnULGZz6vkC5wRbVBRWsDhs6IwWoCfP9avm9/7d7H614K0F6ynwlGHJSPEgJucRJB/DaSz2T/RFs0/veARcOZBs1X8pvE8CTyswaHpecpVhTw04YM5azD+oy0H1W9WmoXoyB4f5cyz5TRp8IgncDySwBlxrWSFr5mstV70c9J5sF7HpYDIKzicDYWnCbA2Fs0zyiSxMRBF+rJy56E0M+cTVTxeYosQ4tGobUVRqVAxIEcMZCYWt8CzABNu0wmZ1RKIBtkYbJcWaxHp1watTnD+NjItKCJYdHJAqQfcXQxpJtKOK6jO1tOFlQj2jsb1qa3e1d3mB25uCGMxswf7lfZAK51y8zmCLEFbJR4MuMTA5nHRVoKXnH/2nX+j1p+D4737o3/PB//MpLM4d5Y73vZjtax9m5+RD3Pw1twYm0Af7LDHRX5iJE7oL5RalpV4I1koMqK6knacC1IsFs719FvM5xljGGxtsbY8Ynd/FCtHPVtzWmuz1oeeQVDJPn5o2WrRqSlIC0HgH4qAIfwbMV/o1YF5yUNF+XbWg0BjX9ArAa6XqLf3NWLSea5V4PKkYVQna7/TctGMutC/3t5oDsLZo6Z6NbjyvlgSO0maTYd+0TdI+yNOsLV2i1bL0nD5CndZydcoafK1lLaskveQHaOyRjI5XsmLxpZ3YtFUv4nQuty/p/T6ojAyYifRX+arRc3tTI7Zsj4GPK/hQmQAWOwedRoM3d2mN1DqD+5B78BsWubCYb3DySXCC0KLKNIH11UVh1hPbuahAQyihxaJBCMBRDEzGm1SjMVaEvcu7WBP8lY1GFfd8zPKkL4fRBoy3uhl66R6lfnGGcuS47sUfo97d4cTNn2HzyCU2j14KMTCtRURQdbFvfHAa6x2CQb2nLEuMiW1tkXOw59rb3eWhhx6iKBZsbxU47zl0aJtRdRFrXACYjzSGpM+aSHvDw31QPMm9SDcOcrRP77uuGm9DxqfNvZ9Wh+kj2spDDWWa797io2W46LdXeyxotqiQfhPa/If1yRYhLemrtG7j0pBtXVk8grSeVbom9ftjmE3ex0sn6S+81rKWK8gafK1lLavkgLdnernmriPSBJeYgLR6T5NFT13IYO474CXeHhswYOlvO2kNJgOJhSsej9Cop14s8MYym3lqv6BJAQZJgRp9j8VLgKxVa8UZqjUUbymPrtKKBhtvk1k8DylBUmd1CEOiXZmIYAvL1nbFCANS0TjHvA6OYo16rBSUNoCyoCJUmlkAX/W+odr0iDfc9gfXctenb2Dn+EVe+s23t6qil77uHv7133wDp4+fY/eB49z7saehwBNf9BFe+Jd/DyPgNYVG0tYGrJ7XgMVYgxGhcQ2qqe9CP3rvmC/mnH34LI3b4/ixTRZNE4ztRYK9U3avwm3KEUeiWrK+8qBLer8UQWFAJeUAZ3DFkhyUIBuz3WDQfp1SXKBBVdvfeRtNV8scyC1hYzlo+Gt7vj22otD8+t7pK7RvpZ+1VfkfhKQOeD88wtpsLWtpZQ2+1nJVy5Wwz0Fp2vklO+GHq+9Bpj07kkdhaXmll3gvr/ilnTTSln1n8BoYGe8c6moWc4eXBu8SgExoUAKTkwCC0NpqBZYrACZjpN2tJyKIdrZb7azaBneOzJckX0wp4HMwu08Te8tctIiyQHHUzQIVg435mRgguvHBYasxPoT02Q7NHk0Mpgmvs9nD+3z4Px6j2pjwkm+6HYnhHVOM681jAXyl7XF757dZzJusbzXu0FQWtUMxqLcsXIi5uJh7nF/gvRLCXwc3I+AZjUZMRhsh9FDdsD+d4lPMzrQDtO01IW1YCG47EiiL4CaBH4k3Nr/pCmhJ0IlmxlVwAFhIOsyOIeyNo6VrdBmI0L++B5rSAiQbuGmYtxg1uy4VmfJIGD0xY2J8u8hZYryyeg8ftd6CpG3csGX0FkvpujzfFvIOQe1jAGI9WdNhaxnI2uB+LWt5lNIjcOJLPleh5M7Ak53LUMWkZC/5wYS0tI19xfW98hO7kE8gBCDjHHgvOA3uERrnaJzrsVZifPxItPMCibsCnELTaMxH8d6zMvRMqq6R7iOCMQVGCtpw2iotiKNl08In7NoD52N5DhaLhqoaMRqNKEsb4jqWIOIoCkA0qlO77lKFs3cYLp+puOVFn+Fjf/Bl/PfPfUPr6wuFl73mnVRVspsSqo09rn/2ZwKThcXaAltYrDXR2WpJUVjUKrU2eNHgtd5ruEaaeFcLrA2uJjY2NqiqUezzcH5lzw2BAh0IyDcoHCQBHg6A1/C+ZP7qvhDJ69NWNx+32efAIlYcT8CqfU7yzIZpr8R8HVxEvIC2e3qRJx5DHjnLnS+4evdv+D5Yy1oeQdbM11quajnoJbxSpTJI07JEUQuUiCRPiosYrz3ghZyv5GVF+t5KfEWlclsvyWYFEaVxc5yvUF/gXLBj0lTRLCuJQZe7LVy+nUi8Nwg+Mk/0VYok5oaWeQsTvIsgy0aVYkA+pu0ZgksESTsng7NWUcX7mkU9R32N8zCd7kd1ncIUmibErBQJnvSPXtefLpsFfPDtFu/m3PHJ4+xd2mLv0hY/94bn8pJvv5v/7e9+B+fuPspTn/651FMs9jf57K3P5cYXfBJjAvUXwKpSN00EnkrtFcGE3aGqqBagJgYn97FvA2s1my9QVRZ1ZMcyamlZVRzAU2KBhnqzuK8yu0AHZ9tb2h1PJGJ2KvgY0wGwSyNmNYu0SkXYXpqzXrqcoANMQuZMpOsDVmBPvzpNa4+VPR+pvo9kg5nnJ3SYv70+SyNx0XEgw/UoRYcduma91rJC1uBrLWuJItm3fEdievEfSEJ0GregYstmsd6kkb7q0uXhr3R/VWN4Hw0G8GhglHy7W9AG1Cc+bssPzJIXFyCUkxAs2xNAUNrmtbLwUDPVSCOpz9pqohFzOibtLsNOTRYBCCbYTGmqeGDAwm5HH4GL7cqLhuPeKThonGNvdw/T+GD8bizluMQWQllZyqLEGsVa4dTT4PmvmrVshld4z78b45qgyrzx6Z/mnttvZDGvOHvmEO/9pYZzdx8FYPfs4V4X7F/YZLGY0SkCgqp1PnfR870HYynKEqPzoD6MQNX7sPHA+wDadvemgGdeeKbzkNZIgUgdB0QAwkDcWdq/HzmDFECAdOBWCBrGdM/UgdGewXq6L51oOyA1OzdM0gveLiu+64pTA0YqVycGMe3J1C7N/2aJczZY4hAZAsUe2ST0nqXeyB6wU/k1ef0kb1MGVlt7zbzdGSu3tHNzmHfeuV8Y4biWq0DWase1rGUgEl/DPVVNfNmb7CPBjybJjyZEwCR91goyZitTtcDSuzuEJsrOS0R1MtBhCiFsjzES/XN5MC7LTQJj0zQYU1CVI0weJDKTdlJT6U9UxoMJAZ1VCMCvdW0QU0anRmGilBjmyAOOECfSxzBFAakF1xSGEIYosiKxv7wroxF6dF7aIpHAMPk4w9e1Y3K47rVh72G4+HAdHaQaxhPlZa9+Nw/eeSMf/i9fy9l7b+LLv+WdfM1r34EkH2Wx1900+SwLedV1g3OOsqioqoqyLFrVaABP6YY6lBrvQ+jopnFBFRrDMpmoEy4KE8eI9EGFrmCuJN3/xBd1jlxz9ySSVzjexFWMTXs/cyCzQv40xMww365Wy2B/qIpfxVxlOGcJu4jQqtpb8NVGyU79mhWf8pNB2SsAUsrTSN8n31Idh9emOuVRtJZotRWNWctVLWvmay1XtciKXxrf4poHgh6AqSVygcHkl1+zNIP0v/aAVp4sMWqazSYJtKkLNfXBYaoCooJVxSiIMXg83ivWFkwmGzRO2Z/tLU1CmgAFdUdnxU8yQHdeoooyqMlCuBwJYKdlPTqGQ6IPLIwHnbftaUFbxq5J+6/FFGC9Bwq89ywWNWVZBpVnU1PYkqIoOH7jPPZDyNdWwsbWCFfTGraXpaOoaur5iLN3nuKT//XF3PD0z1FUi6z/BRhhrYmgSCkKG9olHmssai00gcnDR5ccPhnRh3yMCZsJxuMJ25vbFLZhvrnNeDxlMtnAmCnQhPA+PrA7B+2CzcdWGlNDw+8AwDJ1Za8ndWl8Ipn6Lx+v6X6lpDl4yY736kPHEA1PCgx2EvYT9VxHPAIYbBcr2v+dM17hb2BaQ7E+Ox7/mu4aMdm+Eu3yG7rkSM9IG/h72P9XqP+SkT4c8OJYy9Usa+ZrLVe1dO/CMPmHj7TOQAeJ+hNjxmL01BRxkvAynIi6JH4FE+EB5/svfI2zRNp9FwIoK16TSiym9wa8xWQBmQNj1Tknhc56KLF16iXGKfR4F4AL3sRJWEANiiHsVDTBf1JUF4rRjlEgxHYMdlHZa8VLMCPrBSP2Ma12TBAg3lAvPNP9mv39PWbTGbP5jNlsRlM3qPchrqMID90ZVKQX7rZ4DxuHlKe8pKYsLdYK1sJ4Y8E3/c1/xzXXneHhe08CcPae41z/gk+wNAuKRsYuGLErDlWH1zr8dVDXPgI7aTcgaFSxmuictmkaILBe1hZMxhOqqowYIty/3riJ4Be1Ma9slAyAENl40vhvB+DCydxCbHnUZQBGsmAGeTfI4ODAE+kSGMsCxPd3Cy4P/FVgpW+3SGtLNuyjFU3JxMVFQdwhqfQ17OFUt6bIFh9tOo3WdyvKTM9r+mSXLL0P0uKjd/HwPrLi+1quOlkzX2tZSyua/bvyVO9ru/pNq+aWlWKZNRhSG7ri3ZuO5/lwwASUKpAu1bBM9wQXEc5pOzE656jrmroOqjpjAomTpqPkVkKQYNwsgngJHugjGxQdPsQqemw0kiebNPMdjLS+qLqf7caEFUu+DkwYqtEYr56NzRFlUVBYS1WVjEZFUMcpTC/BYgYXHxK2T4GpQL3FWtuqOgHwE87eexJR2Nzc48u+8fc5/bRPc/cf38zFe69ryw9+w0JFfHIgqwZ1gV1sGocXobIxSDbRM3/03m+MoSgse3v73H//A2yMlfneNNYjAKIAbjtGswPqCb1Lf5wMxtWww1rAk1FBvTG5aryk8dVjjlJ8zphswAINn4hHhxniHdX8VwbQBplc0XB+AGY0/h2SSWmxsmp3ZPtMDvt3kGd+TXuoZxDHUsErHdlmZS6htF7ma7laZc18reWqlw5yOZSgzltlm750KB1IGwQjC6XxGMMV+DCDHLgwmCjIGIXBpWH1Lp0dlScwV60aTGh8CH6dfGs5VwMOG1WHodxBBVtjoqCudLXHNz6o2oyLbBWEXYwFim1ZkR6DFv1fqQ92c0aktXdq+6RtfzdTqjQY6ykKYTQaUdiCoohxFk0waq9rhzWGJzynphrDE57tufWt29zxgTGKR6wPNljRx9nh4+e4/il3UiDM9za562NPYzwa8fV/+20cvu5+xDQ85WvfTVUF1aMYwdgA4oxIC1ybpg6e7q3BmLCTU8TETQoFPkYTcE3DdDpjUdcYG1lU7XybtfZEAyCevmTmS929zvtNWyKnGxcZEEv3f2ngZJn20sdK9FSgPk/eDdgW7GUHclVgO44zprP95PEcB4uJg9Tubekr+4sONGVN7i1IsnOt7X9WZptn/jdjGJWufcuVGhwatG1Ylytdu5arU9bM11rWwvI7Mfhd7yRfwC6ttOPvNn02KfjENuR5DV7o3i+v4ldOTu1lIdPcFAy0q4cqdaO4RnFWaXxD4Wy0dQmzQ8BdQtiZGGbGYCAf8koqGJTOPkkaNO5+bAFm296uMglLeBSr3Y6+sEswAT2iA1Zt+9ThEFNgbZgZNQFEHOqF2gXHqnVtmV4O9d6/ALPpnCe+ONhx1a7m8+/bbPutnlkeuP3GtucOHz+HEOJDfv0bfyXscjTB15gpJIZVCqpN5xxuusCroUBwzlPXTQScJqpNY3BzQszHoiwoyhIMuEWNaxpSBAEjnaPXdkwkdsT4PlgYAvd0WQYyVKVlH3vUTS6S7s/gdAaAdMUYZZC+5yNLl7+3QCU7PmRrc/CWM1SpC/JrfUxnJHPWuqKcXjuzdvVcyg2bk9efrj9TmT2wN5Q8MzUER70rzl/p2rWshTXztZa1PCoZvl+H8+KB79WYcKWhcTqegbWVti5LmQ8OrABzdd1QN25QICtm2KBObEFdNomJgLGCtdGOK7JioZBkIxXVmIYMvEGI/ZjojjCbLbtVkMhSEUEMiNho6BzsrIL3d48thKKwwfhelJ1rQ17jbZjteRbTkOdNL3CMt0P8R19vUhQ2xpwEKec886veQ5MxWYmp86px96iNuzMFYwxlWVJVI6rRKDBw1kZmbzhDC9WoYmtrk9FohDWWRV3TbjDgAGZH+6Ak9f1ywuXjIb8ruE9doV57NNJu9Biq+7SfxZXA1criVrFIV8gvvyZ/Hg4ydL9SH67ovl4ZRgg+5fI6Ki1jt7reupzpQcDwCu1ey9Upa/C1lrWskINe1NnieMmma/h+veL7Nk0kA3uS4Tb8lWqPgzLO1SvqUJ8CREeVoEpYqdOBJkQjwAnfEwiCEE6oiKCnb6AcWTITwJnYzkWGsQmMKSayM9oagxOuEboNAJozHYKxI7waaqfU3gW3DUYQYyhKi3MBNI03Qwcu9sHVhtvfGyilagJf+dd20XKHe+5+Br//H76Bo0+4nwbP5NBlyrLEFgZroSxDnrYQTPRoLy3ADF79m9rRNA3e+ai+9TgXHM92c29oW+Nc2BjgPPN5HZy1Non1C3Z1PlNN57ZZVwQHB0jrguIR02XjI5dsvBx4LZmKc7gwkMEnT5ddv/SwDH9fYcGh2m1AydsyBHnKiuPZ4iZfBC214Qppe4UMv7dq+keQg/p/LVe1rNWOa1nLCjmQdGJpvmmP6eD3QflKJIN6C2e9gqrjkTIlU00KGCPY6FvKGItGIOFdcJ/QTtcCySAnsR3tPCHBtUQCaLl39ODtntZ42UTVjjEhB5GwW9QoAfARAV6aOOO/grbqy7STbNHUeNegYnG+ATNGjEFRGp3SOMGYCfd9ynLDsxx3fDjsbDzzyRHP+Nr94HaihL/whs+AfgZV4Z+84i9z5s7TqBqKogIU5xdxcg0zuzXB75iPuidrC8BgrcP74CIi9GETwgtBBJWpXzyLuubChRlGLUUF1I66CenbnXIZ6Da26/NHvPdDyUDIgWNvSMwMmbPB4dwYvmWxsnJyEJdYtw5+xmsyLVwCXib+XVXXtmrZRUvMlnZltjuA8/qZXrJVTV1aKOUn8v6S7HyPBEt9uaqjDwJpK9qwlrUkWTNfa1nLCrkSE5FPVnpA2qVrc3uYgRqlPb5q4kmXP5YXtxBVdAXGGLxXmiY4DvVpy12spKouTb6hvBDKx9gUNLpb5QtCiMOtGNVgOxZfJcn+SYYGN7E8BmkT6xXUO4JzdWCNGsH7gum0YT5TZlPPfKr4BjxzTt/sMBaKiefoE2pOP2PexnAcsofP/Av3AbC/N2I6nTOdzpjPFsxnNd4JQoGREmPKth+cc6gPNmZpZyMEpi+oKhu8d9HfmeK8w6unKCxWDKqCa5TFIuwyXRUXc6jGS12UOvqgsbCUDxEIe3pRGHJgv3owZ053B4zRI0t7hw8mZnNA/xja0gNgOdDK02XP3ipAlKtND3yu8mfySqstHsW5A/K94rG1XNWyZr7WspYvQDJHCq2sfL9nNivQkU3pR+emoTu2SnID5TbfLK80GZl4zlqhqiqssYGdkeD9XZq0AzK4o/BxBksBqrsCYkZCZ6uVcJtEQ+OWvZO4uy3NfKF3NKICEYk2VWEzQIgQoKAlaB1YoSbEbpzuL2C+wBaexhXs73nG5YTxqKIqhaoUShqKKoCip74UnvpSIkAM9WlqiaARXAO/9uNfA0AzHwOCSBlZPUvTOOq5YzHbD0HFNTBSzjU45yOIcjjvQAVjtPW2n2CrSHDFMa4qxlWBOIPTOVOaoP7V0M8tUBkwSyK0A6pThUnHDLb3g45BycdMxljlv6+ons5Ry0GAP89qMPZ69nst7dUxUyuN7+Mxkz8PeV9k+S25i8gqswSUMnCZH+oiAfRVl3m184tSPfNdkEsq24NA3DDdQK36qIHbWq4aWYOvtazlCjJ8hzL4PdC+HJjBUEWZvuSOJduX9JV0lvG6VQb80vtH2jA3bfBmNRDjN3oPTRN3WqZ60E2ExhLDFsWC8wlEiBSL6QEJ7zvHqy1TJpnNl6QdmRpBaAy3reAcYVdhUVBaofYLMIK1ltG4YmurZDwyGLEcu95z5nPK8ackf2Vdh3oP/+OL/1/sXxC++r/9DX7rLX8J30QdqWliQxUxgqfB47CmCDEoNahnDSBWgADORAzqawTbxdB0oD4BsI6vMjYio9qheFRCaGwX+zq/vak7u4iS6R4oaXvh8pxviAE7e+Om58x3CE5yBqrrquGRDrBkpGVSIy67ZhBym6c0Bg10fllXgKW00OhVd/jsyApglPpmBculSucqLZY/zD8He0uNztPkQFFXpM+vWwWEH82KbC1rYQ2+1rKWRyUHgjDpf9X45cAg3Cskt61Zde4xqRxVQEvUleA7Oiv4mjJxJ59ZUnn1mI0Yp05i0O400aS2BbsxCAG7PRJZreHEo9EvgvcuhiZiwGoEEGYMOALXU9gCq55GixAkO9bbFhLKMoaXfYtSbWoetxmAP/zVW/gPb/pahH2e/PzP8+s/8/+ItQzM08Z4wafe/1Se8qLbEA0bD+pFjQXK0kZfab7nODX0TQSQBBVuYnc0dWJsj3eO+UKppx4jc8KOT23rOMREQ2mdrwrRL1rnPiTX4PZA0Cqw3oIP6VCJGgTfuWBYAXjyvlw55Aag5qCFwlK1hNbBLkQ7QjKfeFm5vfatqsJg4TGs69AOrAVT6W+MLbTK0W9PDgJTB1aM5QVKfnwtaxnIGnytZS1XkJ4agwPeoytUJi0WyVfHDCYKBpPOiqwPmohy9U47IWUTmVcNLhS8RiP5AF6MCCaCr1QtATRzSCYJPGpkWVSCXZZoZKrSbr/4t1dX7U920aYsgQrTUlUK1IkcwwuIBn9b1hT4mccUUFjLYuFYzA2jsuD5r/SUk67TVOFdP3eat/yD78Q3BaA84Rm38yfv/MreTbHAfG+LW3/9v+HG536cshQWc2UxVzY3CpxzLWIODIvGPvShP51ibbrBqd8FCLsgQyBs8NEXmZGCRuorT7zaMS4t8GrHQRYnk5zNWcWd9fMcDiRDNs4G4CUB6pw16p0zWXYxXdDwRliZtL0+v6jPNKV2tHlI1+6V646UNnkqGZ4eArCMreqdy/q3l+/SIqGrY5vtAWBQB+euqFJcA6+1XEHWBvdrWcujlFXv0SWj6XxSid+977brQ/cyH7IIueqjp+ZJMmCXkn+t/LwKqG9QGhq3YD6fRwAhgYmJ6sJ8+vapjpqxERoQkXrFxxA7qQHtV5MsvMMsIxEwSNt27cBDAnsRtEhkZfJ5ViAY+ZtguF5VBdWoZDwpKUvLseuVJz5fe/Zp3sHYTLnh5jtiH3juuu3JJJP/pX4G7rv9RpzzzGY13kcLNA3tDHZdJdYEezlrbTxmw+YE71tWKQEu0NgmsNaGkEhFgTHRs/8q0axeGWDR9h7EXZSZWwqfgerhuRzMhLGU1L20dUxlDAFSvsBoP+m6DKGn48kBbztusnq4+BnWKfnzzeOXHoRLhkzwQeRTXkbekMTWpvpL9umlycrKn82Vz14ug+dw5flUnzX4WssBsma+1rKWxyhf0II2YySWJj3tTwxpAh1OAEssmSxPQBr9dqn3NE2NA7wv8KRA0BqZmkGDhtVVE4Jye1AfjNsl+QFr6xwM0L2TLl+TdsENeqid9GLo59bSOj8d/rWFIqZhsQgwsbD7eN3g5peWEAOFp+40Fhrv+PrveAcP3nkd481d7vvMdbznbV+NjxEp+yL84X/4Jr79H/0LJpMSYwyqTdsHgS0M6sfGeWazedyx6CnLksbFgObqo9pRW7bIq7aG+aXpPOUP++CAn4P+pz95L92jRxqBaUBJBD9d5IGDUuaAUA84nw70fg/AXF7DxEhplvEVeLu2zRr9xh0EclapKTU7ngOoVbseV9lMDpmzJaP/QV5XlDXoWssjyBp8rWUtf0pZRVDlCC1nYIaL4SVj+aTaoWOLNM8kitcWh4B2vpQCERUBhAdVG2Yyggd3VFpnqHmWKt0uNI15qCYDGWlt2NpJx0dHqwiCD8bnsR5iBCsamA63ah4KDl9VFZ9Ndl4VfABMVsKGgMbC/nRGvTBsHe9oPu/AFmE3496FOajn2PV3ICIcPT2iyeo8vD+KYkSRIjhW7ag8G52o1jS+wblwPPj3Ai0U5xoap7joFd+hoA5Vj2scXgxQA4mhSoyT9urSjgPtgElu35cM11t1dXYuP57vHGzZUwmQK3dv0X7LKxDHi9KBlcSodRRmHAJmxbWp7PhXEmDSuLsw5T1cSGRAZgnEpGO+KyPV40DAI11bclkFonqbWzJwlrNtww0wSxslhw/xEE2ugddaHoWswdda1vIYZGkhnqs4BnJQzLxe2oFurJ2QB6fbuSJnAwY7FXPxPsxeRgpCyJ4Qk1CQwE5FNkJjPY3JKKg0uUbVWpicAtuTVG6pdhLVjW0g8WRgpO2fPupswYYueU4XC5ubJYU0TPdmLBaKV4srPWYszPcsW0cC4qxnYLdC1oUtu15VuP1PnsqwRzLLM9RZmqaiqhQbdzkiFsGC1jS+RltVbQRNklxO+BhA3EQ2UGj3PCaQJoLYEF4pnPPBMetKOimo6cwAoAh0xuG9dnRN69lTLY0Zzf5dXe7SuJX+6RxktOVAG3MygMDALXqjvXyMRNDiOoa0BXbpVkm/zXAwwBK652koLVDK068CdlkbV5Ulg/7Q4Zdh/6w4vwZea3m0sgZfa1nLY5RH9X4drI4lP36AKqVNl7NmGROWq3t6Pp3Syn+Yl4SwOWG3HjjvKcRGx6D9MnM7NSI4knbGE8J+xP41XYidPsWkUQ3Zq9CKNrebBtq+8bimjnZmJeocjShlOcIYw4UzcOz6cE1u6zadhqDaqk1oq+z1Gxb5uY79MVx6eIOdY+coygW+EYSKxXyKtYIYxTWOxhNiT/oY99EKUJA8lYEPtmBCsInLRQXvNDi1zQbC8PZfYSj0mZRs4s+BEG1Qdmnvg64aY48w7lpAlI+LDMDkAGeZ6OnAdkqQNm2oRtWv9sfPoxHN2n1QHa8kq9SGj0VWqRivmM0aeK3lMcja4H4ta3kMsmrVOzy26kWfqzryyWTJMHlwfc/4OJvg/LDcfPKLjJW1RbsDMRhGB4cOrQsFOhYDH+ZHjX+dU5y66Aurpg2THRsiEQGoA3wIRaQEVaHzugQSEpMT2LZOJRarF9xwCRgpKcsR29sTRhNBaYL6DuXhBwPIEoFqI4KwAo5c7xBxGKPsXzrM7X/0vFDHCBG3jpwnqwoAG9sXUa80tWNR1yzqBYtmhtOgVvSRdvLa0LiaxtXU9ZzGLUJnRa//StgNqpluzcSGB+P44KB1GElgle1RO06kGwdDlWKbJj/fC3PUfVLkAIn7ItrPoDfS2POaqdh0ULeUX0zjJdUzjItkdJ8M8J0LqmHE49X1jOx9xrqmSKPZ0O3beg0WMVcCUY8WYLV9Oyg32Zmt3OiS12UNstbyRZA1+FrLWh6NXJGiWJbhy71V1Sh9h5gp/SoP3MOJJ887y28IzoI2SBCxJACR2x8ZY/p+jlJePnzS5FnX2vPk3lUsTlAa7Zp8OBjqFWax4LrCxrp01xzkX0kAaz2jsWWyadjaKShHSuMWLBae2XzOH/yni3zk3YvumpjnE5/nKCtLUZb83r//NprZZmS6FFvN+fJv+U/sXPNg2wpTzLHWo2pwNdQLZTZb4D0RiAXv9iJCWRaMJxNG1YSyGGNNheSQoQXOQckYbO18UEH6YJTv3YqbmzV8CKKXUEHv0++zFgCla6Q/JpLtVQu0B9ICtQiM0jhcIvLojsdIUC1o8m0fdHkMVawi/XGw1O5Bm9K4aVXXjyCPBMqGi5wD6ceBurLvWJY18FrLF03Wase1rOXRyKN86fZUQvE6GSRoDasPWNWvwnmrVEntJJJNECHb5BS0y7y/zV4wImH3YnZ9z2dYlNwDfq9gBY3OVoN+yaJ4JIUW8qHCRgTntWXGcjVjspfqGh088Cd3DlVZYG1NVVUUNrh7+MhvT7jlxY5q0lVn/yLUtWc+hb0Lh7KuFlw94tMfeB6Xzh5vj2/u7GJtinsZvPKrGrxvkGi7FPogAChrBFPZqLpdcUMJLjOaumGBYowwGpcRyKT8uhsQIz61AKcdBpoDjqC6FRne+JDPkv1Y7/5m99OwNHaHrNuqsThkf3LsIdl1qXbDx6MF3fGi5N6tY08HsgoUDc49FtVhzhIuXTfs0kfJrK1lLV9MWYOvtazliyja/tNJUPblCQaM1eBc+trOEcvEU6uyGfIhAjQe5rXH+UV0qjqKk2EeyCaIkahC0v6E2wFBEyc/Aa/BwaqA18CqSWul7DFJHakad8c1bZ1S4OcUV9tG+iO5vTASXDPUjUd8gzEhNmVRLNp6WCuYwrJ3vg++jj8JPv57DZ/+4EtQH15ptpxRVg1FOQeZ9/rv9NNuo2kUWxIZumBDJtEWzjkf2i0F4APIVBf+SoPBYAg7NpNvM6I3+86oPBjwW1NizBxUWhUdOTAgajDT/TTpnmgHOghWZktjQbp8JF4ryhKzGkJW9kFbDnp7uywHDE+LGdP5vOJ0akyfM0RD4JbVEwagb9imA9i5K8mSmj5VYRUqHKLFNHyzNvZs3RIgPii/tazlC5Q1+FrLWv4MRJe+rDivq5O0c1Q2saQ0+Vb8tPvNoSwWyVbKhF2KIgjJ+N63DJSJHsx9lm+fZUve8DUyP2Al+MNC8tiKXeV79SObfCMw0ZBtD0xYa4OKUzSALITJZMTODly+VFM3yogKrzDa6vfPYho853/iD7+qPebrCfManvOq3+LMZ5+Y9Zty5LpPsrs3xVrb2sRppkYUY1F1+IhivPfBBUWjNNElmGZqXMQHtxtx1hYMGA3A1wjeNjQSlJW5+X3eR+3OVQ9aZIxVDqYG9yWB3uH46IlEqJ1RjgcZkA8BSw8THcSWxYQ9gm0IUrIxOrQjy/PP814CaAeIDvIcPiNDYLXEeA3qk2PHnD07cPfkWtbyBcra5msta3mcy4o5ovueAI1GWy0PC++YLxzegWtSEGh6k29y/pm85Lc+vnz3QYN391wzGF4YBucV5yOVlQWBXuU6YDg55vZqfbYtOoGNs2BVVexsb1MUgrHKYlHT1J7PfKhfxqfeE0pXVy31UGErVKv2twBHT1ygKC1FYShKQ1Ulj/QWa0sKW5HiOIJQFAVVVVGNxkzGW5Slxdi04zF7happDeDVOxTXm8mHzM9QUv8diDck/xL9rCW0IJm6cXBZGj9tuXkZAyCWpxmCqOG9zMdTbk+1ZMxOP47jgfl9gbIKoLXNWJX/o2DSVtV1LWv5YsrjGnw55/iBH/gBbrrpJiaTCU9+8pP5p//0n9JzHqjKD/7gD3Lq1Ckmkwkvf/nLuf3223v5nDt3jte97nXs7Oxw+PBhvuu7vovd3d0/6+asZS1/JqJA0yjeGZyzOCe9CVKk8/W1yvt3N8crwY1o9FllfBcgO7JE4TpdZhdiKJk89Ay9/CXknxgFcSDBWavXUCI0FIUyGRuMeEQcztfc/oGyx8RcetAGoNjnkjh84n6uv/l27rv9lrZvTt38MarxHGs1Ai9LUQpFCUUBxipFKVSVwdoQiNwYQaxgCg2MlhGKwoR4mVEvJxiMStjZpx7f+Mg80rr6GPZz283xPkgKFyWD49mN1fhF0m4M6YOP1qid7PiK8miDp0eMlYOndJnGUEF092/JkWlWTssysZym1+4BWMzbmlyIrNp12OLMfCxF9tVmbW4N+oXgX7hHg9Efp/lndfUz9Lrq5FrW8oXJ4xp8/eiP/ig/8zM/w7/8l/+S2267jR/90R/lx37sx/jpn/7pNs2P/diP8VM/9VO8+c1v5tZbb2Vzc5NXvOIVzGazNs3rXvc6Pv7xj/M7v/M7/Pqv/zrvfve7+e7v/u7/K5q0lrX8mUiKA6g+0Vjdhv5gcJ9NmtIZf/e2+SNBHScpNBF9vYwQQFmun6Ejy1rwIIN8BTr/Bx2AU6c0dUOjDc6b4GPLzSlLR1Eo4/EYYwt2rqkz0KjsXXTMZgtsuZ/1gPK8l7+ND/3uC1FXtkef+VXvwdoRRVFGf2eK8w2gGCsYA97XgMdawRZCUVrGVUFVKNYoYrTz5h4bJBGIea80jUO9wScmbKDu60DwAGB0eCrvzu6exoNDLHCQujE/vyrNkKlMzKfPy8gBc/59cD9bc8IcULEifQYo8/Yn4LXS1UPezgETl0sa01faVbtKp99jD/PKD4DZWtbyxZTHtc3XH/7hH/Ka17yGV73qVQA88YlP5Bd/8Rd5//vfD4QX70/+5E/y/d///bzmNa8B4C1veQsnTpzgbW97G6997Wu57bbbeMc73sEHPvABXvSiFwHw0z/903zDN3wDP/7jP87p06eXyp3P58znnZHupUuXvtRNXctavogiQB5WKNh8GUOwZYqOP0VoPY4L2e47DXkED/dZtpqODhiZoRzA7KSa5YxMzsgFv1geIRq6a1D9TffnKIbJJOxInM+kBS++gaZpUA8nnvph7vvEVwCweeQMk50z7J3/anI4s3VoD/UGTNoGEXZRGjEkdxEQ/JyJUYxRBI81BpUQ9sgYE115CMgi9rNFCZ7vRQVVQwpurRFI+qyP85g1SSPcqn6JhJrv+q93a+l2obbMYQboUrrERCW1dGLVlC4cVdv3uTcMDU1q843nekboeZl0ZeXilWUgdQAQXMnOpVM9pLkMPiU7vmTXdiW2Kl8z5CxjquMadK3lSyiPa/D15V/+5fzsz/4sn/70p3na057Ghz/8Yf7gD/6An/iJnwDg85//PGfOnOHlL395e82hQ4d4yUtewnvf+15e+9rX8t73vpfDhw+3wAvg5S9/OcYYbr31Vr7lW75lqdwf+ZEf4Z/8k3/ypW/gWtbyJRFDMK43gQ3AhNlUwPka55Lfr27iTZNVS5SZoPaTOPn2WR4i8NAuRJHShouRBKh8pqbKJsVhGJfEyzkPi8WcxbzA1Qu2D+1grUW9YV4vePjsOQ4fOcTe2W1uf5/jxJM9f/jLhslmifeel7zy3Xz2xGXq+Yinftl7Ua14wavexrv/3XFml3d48at+m/E42n+JJbiSUIwpomowGPyrgjUBmSoeMRJZGQMRGAY1qQO1qFmgLFCpIgiRyOzFGJbOoN6wyLy8D/1ohc6JHdF0h4bz/xKYyYFsnn5wvL02pZNus4Tm9yNjQNMxlzLO7mWurm6LylkpBvU5SPJ8V7RrJbDL6ysx9oKuzmalrEqbgbr82FrW8qWSxzX4+t7v/V4uXbrELbfcgrUW5xw/9EM/xOte9zoAzpw5A8CJEyd61504caI9d+bMGY4fP947XxQFR48ebdMM5fu+7/v4+3//77e/L126xA033PBFa9da1vKllTQ7hhA4aWkvonjf4L2LxuRABr56zjHT5Jo53xQxwR1DDDWUz5utEb90s1jLnBBtcrQPOhJo8y6lNdEWLUzb3huKAjYmI8SCahE2ETjHp35/wm3/pcHjGY0KkLBj8llfcVsMjl2iqlQV/KW/8b8HIGo6XaFzweu8cw4wWGNbb/SowdoSr0rdLChsgRZC0zhc7D/1EawBaEHy46V4RGMEAWvBSKyP/4Lm8uE1S6yRHvBzRWHDjQ9XcP26ouArnHsM2TzqBHrl022yNUBay/9N5XENvn75l3+ZX/iFX+Ctb30rz3zmM/mTP/kTvud7vofTp0/z+te//ktW7mg0YjQafcnyX8tavtTS35UW6KbOtqWjKxILApGwyemKjCWRpBMjOydJVdYF4E7lDW1uhMSSSAByVlsVj4+bAm2hVFWFLTxGCup6jnqDLSq2JwVFscH21hajMoTtUQlOXY0NwNBagwiUVRE973d+rVo1ITHouBgKW9I00Zs9gpgCS1AhGmOwalBcUEtiKUvBuTqA0La9ClqivsT5msYtsF6jytFH4Brs2daylrWsJcnjGnz9g3/wD/je7/1eXvva1wLw7Gc/mzvvvJMf+ZEf4fWvfz0nT54E4IEHHuDUqVPtdQ888ADPe97zADh58iQPPvhgL9+maTh37lx7/VrW8udPOv1R2N2oiCqmgMZpT60kkSATCdrJeFnPfqgDbBmg0aDSFBOcr4ZipTWwFqF1bNWqNlVDbD861VayRzJFCH5tEbDCdD5nPoXpvGa+8FxzbcV0sY+KZWRNC+gWTYMRE2IoAtYUGGsRQ8tsBRLORyexwRardp6yHFMUDu89dd1Q2IqyKlGv1N5hnQ3OXo0gUnYuOCKTKOIjkwjeebzzCA2L2jGfexYzDX2wUs+4lrWs5WqVx/Vux/39/TYIcBJrbVi5AjfddBMnT57kne98Z3v+0qVL3HrrrbzsZS8D4GUvexkXLlzgQx/qnAO9613vCjYiL3nJn0Er1rKWP3sZaA+joXsM/xMN8KGzA0rfky1Q8P8VnITmO9JC5p3riqbxIZB2ZLC809ZAGzqyrLUrOmD3mFDgnVDXDqUB5lgrNDUYU9E4wz33XuDMmcvs7s6pa8W5wG7VtWN3d4/ZvMY5pW48Te1izEFpYyw672maJqgPnUYQZbE2+PwKOx2Vpq6pmxlNE7zrN01N3dTs7++xmM9Z1D6AunanXIrlGFlACtTDfL5gPmvCscdik7SWtazlz708rpmvb/zGb+SHfuiHeMITnsAzn/lM/viP/5if+Imf4K//9b8OBFXC93zP9/DP/tk/46lPfSo33XQTP/ADP8Dp06f55m/+ZgCe/vSn88pXvpI3vOENvPnNb6aua974xjfy2te+duVOx7Ws5f/+ohmgktaeSmMcoRDKJ5xPBvZDsJaspTXuimwl0k293WjRPUG+I23lqi7lqZH10g6UOXWcOzvl0jWbbFRFNFmzVBOYThs2tip2Ly8Yjyf8/9s7/2i7quref+da+5xzb4hJgJBcggSo8lMQKalpBOtzkCcgQ8VSq5gWbH31oTCEigiWJ/j6nsLQMRyFjjbWvvGgw/JMa4dQi4il/MbGQFICATQgBEItSaoxv8iPe/Za8/0x19pnn3NvSMDk3HDy/ejl3rv32vusvQ733i9zzfmdjaKB0dFROAcUhYP3lqy/9eU2nER434CIotVqwTmzi/Depy1FMfsNwPo4qiKUAUC0isdUcakAHBxCjHDOAxpMWMKZjUc0h3mpGV9pypi3akgPVWsr9KqSwQkh+wX7tPj68z//c3zhC1/Apz71Kaxbtw6zZs3Cf//v/x3XXHNNNeZzn/scXn75ZXziE5/Ahg0bcPrpp+POO+/E0NBQNeaWW27BJZdcgjPOOAPOOZx33nm48cYbJ+KRCOkDFumxvKSAqBExNhAD4GJMyecmCOJOEq8tP0srO4NKzFX/6KZXbIUI+LoXVi1/DEDVz9CEF+BcxLZtgtX//kts2ljCCTD5DU14r4go4HyBqCW2vrwZoS3w+fngETGKGAQaPbZvN4HWGm5haKiEuBJF4dBul4gR8Nk01SUTVThEDUAMVlkpETEEiHg4kfTYO+Ccot2OePnlrdi6PWBUAIeIdkhJ964EpN3xYHABUUoE8Si1xCi3HQkhNUSV9SK7YtOmTZg6depET4OQ3WZkSgu/efxkHPyGNqa0FI3iAOwYBZqTSii244UXt+PFtSXaZfJj6mrOZzgHOF99l8RYZ1CXf1eOfNWq1FxyUQc61ZTOAYWz6kcFUAZgy1YbN21qEzMOKXDAUIQDUHgPwAxXIQ4xRjSbDTR8AZ+rN7OnVoypElHhCg/fKNBouhRsM/ElYs70Iha5cs7BO4cQSpTtHSgKc8lXVUveT272Ih4iDu32KLZs3I6f/fs2YMihgKJM/hqHzjwIU6a2oW2gIW9Ac1KJX27chO0vN7Fl60Y8/OQofvLzvfFOEzLYbNy4EVOmTJnoaexx9unIFyHktdH931TWJiiE3BDbQSHQUNtyzF5egsrXS5HMPFEfYHQ516PHuytFyuqtayrDUNSqK2OtmlIEU6a0MDSU2vf4AIcSEEvmjyopauXgCm9OZs6h4RVOCkAUzg1ZnlrRgnMNOKeAhk5+GxzUCbxrWp6WOhTOoSwDytEdaf4x5ZQm6wiNKEPbmmuXEeIixJtAi8jNtX0yU/VW1VgAyX3Kkvxjdx4cIYRQfBEygETNwsBEhLgSELG8LwerOkTNPSILJqCToxQBuCpVC6paGXOKQ/YRRbrEtieTXUWvwMovkccGTW1s0uehhkPRSIZf6hED0t6kGcR6CArvkr++mZ+GCMC7yiTVFRbJcqJAbCOEiBjSvmqy8w+I8H47mo0WnPOIzrZXiwbQbrer7VpVtR6NGiHewaHAkG8iakBRbEcp1rrJ1s9ZxWN6PfUC+9VqvmohRBY7EkK6oPgiZOCQJLxqiVrSTkngLZhze21/sPKd0Cpxvis/C3UB1pOUjyqnvIuufoL1kzVndKStSI1AowlE3Q6NBZB6Lqpa0phzAQIP5y1XzcVWss8YhRdn/RbFwaNpifFq1YghREALON9Ao1HAu5C8tywUF2JATH18VM0yQlUtwT5Xfmru2+iTkaqgLAVaiOWLxQi4EiFuQ4hNxGDtm0JqbB5jrLoJEEJIhuKLkIFDaxWIqb+gAlFTIn5tS7Aa3/myU7RY86mo/Lhq30epVS2mawHrTFS1G0JnO7MLyaJN0CwEBwwXKFBCtIBqssNwCvsVZb+mYoypCnIUKh4Cn9oj5T6VueWPbfeJKCJiahyucHBoNhooQzttIVr1Y1QzfjWn/dRfUqTmeZa3IK3vTwgKFbOUsEWwPpHWNzNvMzrEkG1xPOSV/eQJIfsZFF+EDCClAmUMCHBWTRhNvEQt4SV0/L1yNWM9vJU+OaBKos9VjlWUq2YXAXQS6utRri6z1UzebkR6gaBoNRqYfEALzUZMvSgtHBZjEyIBioAIgY8O6kxwuWTF76JDGR0UoxCUMPNTgXOKqCXK2IaPJWJsIkRBUAfViKARXhsmTkNAjGXKy7JtTql6Oyqyr1kI0aJf3sRXVCC6NpwTKBrQWECxA9ASMUSUAWhHQchCmBBCEhRfhAwgqkAZzQA1xAifbOVVS+TejLBmP11u90iVj13Rqtr2YUzRrPy5dwsyizqRzv3TS1VjosKiSikda1LLwxdtCBROYooSiX2WmObrkjWGQKJ1nxZxZvWgJVQ9nIsQZxWVIVpemErEaHsUPkY00UoFB2lmye9C1bYbIZJyyiRFwAARh1BFxMycVcQMaC2YZSJQJEL8DogEAJa7FiPQjgEhpvw0QghJUHwRMoBksVAGRVnCGkerVe/lnoeSWwbVIl52cbewqlcx5ktc3rpM1yvMGT/31gY6AizfJW9D2vxQCb3WMCAuiaVU4Qg1Ly64CIkO0AIQDyfOcrJg24Qm9CzS5ZzA+Qg4IAafgnYBipxzJSiKplVMegfvrRpAgyKGTvI8VBA1wHurqIwxtU+SgBAaKLxgNMTU4xEp/8xEnzpfiURbZ7XrKb4IITUovggZQLLwiGr5R5r2+mJUIFgfQqCWr9W5KOVpCUQFmnKVKn1W32bMF6btRkmduascfrUG21q7N1zSe8nNwQngC0uQFxdRarRcqlTVKFBouokTmDGq+CRmLK/LuQZEQvLjSrltUgDqoGhDnCXdm0gTeJ/6XSYH+1C2a024vUW1qieulXOi0yVAY4R6V9lY1FWn2XgEIG4HtEyJ+oQQ0oHii5BBpUrE8nDOwxcCoEQMap5fWUDVEuurYJWofdSsIqr8ruofteOaxNZ4OqO25Vh9mfLFiqKA822UZUTRMF8xS3g3gSWacrDEwYxeral1ttHwXpL9hYPAmfAyLw2oBPP/EhNzMSp27BhFo+ngfSMl60eUoUQoQxJWZeoM4CAq8D6k/pBqFYxVA/HOYmgO/amr9c8sAZTIncUpvwghdSi+CBlEFMlGwUHhIc7DOyCKIsRQr2+s7COqbUQZuxNZqaZ0Qnquq48bcyxfV79RsphoDjk0C4cY22ZQ6kzMCGLSjt4qD3OumQLOKcQHeC3gpIBIkbYXQxXJsw9v7vcCBEQgCJyLycG+E52LUaBoQqGpIjSaO3+IKEOuSnBot9sIIaTIWH3trKIUSSia6eoOaFSICoUXIWQMFF+EDCDmW+URIAgQQKKVPCJAXKha/2QLCSig3o5V+iiZqOa+jZWGyl8kD9TqUBJIPu/WjaM6cu4VggmT4SGgKCJiaQ2/bUvPQXPzSQBAhKg1vQ4xQJyDOBNWERah0rwnqjnuZSWG4mz7ElERRS3/CyUAB+89gAjnPeC8bX0q4KRAo/BQF1Myv9lHeBSQEGDBt2ThEdMWbTTrCSe2kFZV6SBRAQ30+SKEdEHxRcgAEqDJ3FOS51ZVdwgRgfeA96adouW3j4vWLSW6Eul7qG0tjjklsMhQ3spUB42A9wLv28mnK+dhAVCfbB8UImW6SRJm1fZl+h6lCS21vpNSdQK3SkmgSPOKUFgem21XNlB4b9Eyl7Yc1cGpQ1E0kn1EhLViinASUZrtfqeGM3URyMLPuSRgFYhRAPVWTUqPL0JIDxRfhAwgUYEyuqrxdE6yUgDOe3gfk1jpbDXWUr+6qEdtugJaPdWOwE6EWTpe5eenvKnhAwRFw1rzOFj1pbhU+ZhCbIpUWamaEuolVWyaAFOo5VdpytNKDyPqEBGAKIiqEIloeF/lmpVlGzGW9vxOUnsge5ASJZDEK6DwhTfT1AhrH5Sic3C2bdkpQohpWSzHq7LsIISQHii+CBlANIuvCBNfqilC5OBEIC6YvxU6uV71RtldCfXoRMDGE2sQa8Oj2WOiXihYqbXupHMRoGgADq6Wq9UAIFApU7QsJdqrbUk6FPDi4SsTstRgMkXELEdMUlTMfMJy/WFut+SkYRYcpZmjZgd62zO16Fw2RI3JHyKUuaKxWg2UQVGIdnLMKhsPwItAVAGJXb0vCSEkQ/FFyICi6tJ2YQ5P1bft0LWNWE+0z3YT9YhW56bo7EOmPTaRtKVXL2ms3b+uunIBpvOCoki5WSpJpGTxZhMSF1PEqxN9c85X9g72OWV4udjZ+nSm/pw4hBDSWEUZSrjoqm1KxCZi8gFzziwmcosgm2vy6QpW8WjtjmDbpiEAhfllKFJNY1Jinc6ZWv2PPl+EkDoUX4QMIApJpqqAYhRAYdt2aoLH8plQbcMpTMZITr4HukRTPcqVpUU2GK32FGvbkF3lkj15YxqBRgMonEWLPAAnOT9K4LIK1JQjBp+sJqyvYowR3vvKaV61SM749mIxKTVzo1C7Y7KPsChbkkTahuWGFSmTyx4gxpCMXDv3abfbKMvSjGnVQTVUolYBRA0msCIghQmyGAWlKsogKCm+CCE1KL4IGUjEcpQABLXtN3EmGKyCr6OZQqpotDwqSXlU6AgqoCOs0BFmKgHqcgJ6rCJm2UC13sC72hZMN2i1ChQuQnKro7o1Plwl1kStstE5WIQtmZY651JkyrYYnbiaqAppnuYLplKkSFoSS1EhSYQBTXhxcD61DEq/EjULv0rImaiLZYkQsmu+yVgXFVEDQraWUEBjG+0QUEZFiGB7IUJIFxRfhAwgZiCq0GiJ4PZRIqqD5F6G6N5e1BTVyvlWOYTV1Rao5xooqh6JqO7Y2d7M1wC16JcArZb5dUFTISMiVM1AtUqaFwBw1faieWlJSpCPEBFEjXDJ9sFeRDv9JQGYL0SOfCHdN1UxRoFDAeel8v0CBKoeMVobJiBCfIT3DkCBtgazxJCUT5Zd/dWEllcHh9wbMlrBw6/6ZhJCBg6KL0IGEFVFCDEl3KeP0EQMmrbOxoZicqTqFe+LToRK8hZkj9BytRyt+nGo9WNsNICiVUJFUThJ/l4Akp9Wtp0ArBKxE5XqJNorIuBSPpUKnPj0Sjns1khRPrOdUEgl/GzeqfpTLJIWUhNtgaQtziwAHQoPSBPwUVE0PUbbDhs31+o+JQCxAY0C69udctZMhu3O20UI2c+g+CJkQClDQIhZJKStuJSbZFGkjjAwL7DaxTLOPlnKodKUdJ9rCX0WZClPq7qr1HL9AWgAQgAmTRL4QmthtOwCb1WPIaZcLlgzIYUgiok0QUxbiNntPpmvaki9JXPkLUfSQtpilZQLZsn1ktxhVaMdjwKX9khVrUrR+6LqBykuAihRBkG7LOB+3oYTRcjrEQUabc5OHFQKiLTTunDPkRDSDcUXIQOIVdjlD1dtM9rJlFzeW53Y+3XX/XoP1HO0avfJX7ru21kCuomgVquAk3ZN+3VsGSzqlVWZVHn3GhUokM5ZtCqWAngTRxotx81lSzMEQLKzfN7O9CYEg1gXoMrnzHLIBKiibuJMjHmfomzpwcoYOu2Hque10KKmYoZqKcWZdxmjX4SQHii+CBlALC8r5x4pQnBAiAghJrNSVMqoSozPx2oVj3Wbh26H1dgRRrUqx6iparISQbXKyVSd2GoV8FJaAnsw4WU5VyaQXDJbhTP5pTEiRG8Nsn2nlFIAhBAQo8ChYRYREuHT82UbC6R8LycwdabW49F5D+ccnHPwzqVE/k6uWc4/K4oCkIgQ2miXbXhXABhNz2Np/ZId+JErH9tQiXDO9awbIYRQfBEysGhqpZObRyMGhBDTdpq3xHNkmdGd71WP1VS2Xlms9b5OraIxG5RWGq6WmB8BTBp2KBoKUQcn1nPRKgdTjlfN5dXaDVmulkS7uXhXRcYsute2bUMHuMJZDhcEThvpyQKAZEMhCu/t/tkvzHuPRoqemb2Emas6ZwavRdGAFR3YfArfRtXQMm1JeoEl5Dubd4RYhWmK9FF4EUJ6ofgiZECp7+pZ0r0ihrHJ8Ll6sYp25Q83Vnj1XjeeI37XHNLxmObQbHk4VyYLCSBY2+8e8WdbeAIHJG8ySICiDcBEleRelSKARihKiLRSlpggZaJ1tfixbUCbuWQTV4lQOMTou9YlBNtaDKFtVYtQhBBQlqH29Ck8py7lirURSm+2rZqS+uGqtSWEkAzFFyEDilZ7gvlAjoLBokVJ9VguFjrKK1c95utyeldNmSUNU1FVVaK25ah5Hlbl6Lyg0bA8q2xkAWRRJJ0qx/ThxCJ01rYoRbAkVz4iVRN6iKs733uY2YNFtSSPFQfx6f7JJ0xchC9STWJK8hcnCGUnly3GshKuoWwjBGv0bTloKXdOHVQjylAitAOaXuCdAhIQSyDQ3p4Q0gPFFyEDiCW4d8ItlhvvkhDS5GHVGZzzu2wwxmyV1XLpOwfq16cPa1Q99oIIoNX0aLV8MmDQ1IdRKnsHy/PKNhMOThr2Us6S1i2KlX2/1Hb5vIfzLglLeyXxHoVTM5U18wvLycpCVATiPLwv4EThRRCRXPOz51hUiLhK6GkZTdA517PKAMQqK2NwiCEvTAQQECIQ6bBKCOmB4ouQAcWCVTtLOEpeXfkfeRetdraun3a6a1bzzgK6I2ZdeWMAWkMK70c7AxBTgrslyudtPBNYnZZCIgqX7xmlR6D51CjccrJUkRL2c6/HjvUE4JKosm1F1QKAeY0VhbOEfUUScmYtoeoRNaAM7eRBZq2FrPtQhHhN+W7eth/zsqRCB43WqJu7joSQOhRfhOxRsvqY+GiHRoVTy35SBMAFqAhUtMrhSloDQMrLkpwx1UMttyvniFVO8jV9J1a82LWNqSooRDGpJfCurPVudFUlojit7W26JMqCVRSK2T6YuIopH8uZHUSqVjSLiQiRBryrycYqIpYmBq3GV5YW6XOnoXYSg9U2bZkS+3MbpQCPgDK1QUpGX2YpkTuHq6TuAooQOoUIhBACUHwRsofZd7KrrYdhqhiMOY+qablPrhwT1apZVpnJqNSCR4DplNQ8GkBVJlmdTnleot03VVUMD3sc0PJoIMCJQsWlbPh8sVYiqbP9WSZxViAVIkJUzY7CSRJssdbjMZgdBVw1HtoJxWW/LnN/MIGck/BjLNO2Zj0MaCLKew/VJkQEIZRpPQFNpq85J6xSslWymxlytKMi7Bv/ShBC9hEovggZQLq2G1P0xyJMDk7QMQlFRytU3qbpWN20NFPFlOq7mdI5Xk/E1+RNqhAMDzUw3MwhoJRxL8EEmOayypz7pWkrUpJBac7byvNPCfpVGperHPGdc+bfJdlzy9SkJId8iNpYBTT1h4RaDpqr8skkCbIA1QKCBpwUUAloa4AvHIqGWPeAOAmStyiR2hlppz1RbmvUW2FKCNm/ofgiZEDpyrlyZggqLsI5ixy5nr3FymgVtehVTTjURYT0jK9eS2obrlmROWBokkA84MSbIEmup9YHMVtAOHjXNGHogrnDC0yIqZmgSqpI9Cksp2mMdw6KAkVRQJzrVDVKTE248zrkfDGFSkytkjyc98gzt/QwhxAEMbbhXSPlgEVAgq2lh6lTKHIvyBg1CS8P1RJQD+tXua/EQgkh+woUX4QMKipVByDJuVXQJLy0imrlaFUlprQjrtKprq3JcVP467YToXadAs1C0Bqy3oomVHwt1cqiXM6n3K4snCSaUBRv23yqybTUImJRJfmAOevJCGsF5JwgaoTGzsN1jE5NeHqfHP5RQFXgxaVE+tL6Onpz2m82h2GVj4IdOwLKMiK2IxSFiUcVACUgBaDOcsNU7TljhPnCxo7RLCGEJCi+CBlQzDleO/lISSFZulX6Ov+jvkuZ/lHfQqyGCbqiXvmjSuCvR8nSRcPDAi/BolcQAJZIr/DJp2vUolzOJdd96+/oa75c1rdIobBIlr1MElIQi+rBpW3G/ECW/J6Fm6bm4uZsnyNgeb5prVJemMC2NzXZYhRFARGH0fYO1M3MUpMjS8aPJjxDjJAsvKAUXoSQMVB8ETKQKEIE2qook7GqSxnxEiNc8smSlP+Vfb4kFSLG9H0uTLQ7JjeKep58GpMLDCOAKB0B5wU4YJKDlwCBTxe45O2VxVzKk0q2ENaMGsks1VzukdoCeVdYqnwMFlkKARoV3isERcr5AqotRMRUvZjElCrKsoSqq6wscnTMxFcWnRFBk4CFWjQsVTV2GnKni6GAs8beQRVBrW1S0IAqBYwQQmpQfBEyoIwGYHspaEePGJ0pJDXH9mwRkU1Rq21GrVKZTJ6pdkVv6ob5QEe0dR2ofekLYGgI8D4C6qGIVfK75XZZpaJoAdG83Zj6Ooo38QVLyPfewztfRbYcAFWBamnO8woURQM2JOVcAcmSokiRrlwdaZYSZlkBQG1ekoxo7cIkDF2KjEmAKwBfIt3HcsogmvLYbM1iqnhUoKoIZfSLEFKH4ouQAaWWM4+O3ULn6/xlvcoR6K6CzPYR1dja5QpLTu/atcxJ+UnINRoCXyh84auMfbOxMJsHhVgSO1IelgQ4aZooSv0ZLTynSeQonAiKwno4qgJlMEf6GCPKsoR4D1fUJp22MV0SYTGmrUtVaIzj9q20l7WtyRgjyrb1dXTOwXtvlZN1szN0bC8QLYonSbxWe7hUYISQBMUXIQOKop6DlWRX5af1CtcgR8IsD0pk7BgASOlRNtpp5S+ahYYo0Gq5JIoEXprweecREVEDoB6u8HCS3O5dbgVkjvFWWegQNVixQE8OGiRCookg5wXQiLIMEI22RZoqKV1uxO1yLldIW5L2jOblZQasqppyuoAQLE8sxgBNSfRJVll+WYxpTiHlqylCUDiJafu04/lFCCEZii9CBpTev/edLcKUbF+PZGWNkASVRaG0K9JVF2HZTDWLtHwsR72imkv+8LCH9yZcAkpEjdYfMSVDWYTLmbWEs+bWLvlciCurxHarhMxPkbYIxRLji8IjBCQfr87zRMS0negQkme/hFgl2ktKpq+KEoDqXM7/imkPVhERYttsK2BizsSXmk6srXLUJMhEKxFKCCF1KL4IGVRyVEqtIk8kJgP2zmZkHpeFk8ae67Pwqn/fIya6ImPSuU+j5TDUsuZGKecdUEEoBRqc9V9EsGbUKkABOGlAXBMmvmKykYiVP1clm1KSvBmzCrwPEFhFokr1YpWoMsPUiDJoal2U1yUXJCQLi1gTYt5BNfmEwcE5b+azErsicAAgmsxiEWA+Xx6i1kI8omTgixDSBcUXIQNKBKytTTSRIz6m9oZWjScpKpMCOJXwqjfHBpCS74u0rdbtGOpcuoer7UKaKwQOmOTQaAAehVUuyo7KVFW9CUDVEu22+XMVEDjXthR7yTYU6cXEqh6zc7/pwBxWshCcbRkCOYnLInIe3jWSYavWekhGIBbpXtGiZMj9GE3kOY0IIaTIWBZrlgOWWxE55LFFKnosbe2jS1ufktaPEEI6UHwRMqCECMSYTD/VQbyDhHbl+5WK/BBT1x/VJKZq9+iIhtCxWOjOZQeycFNAo0tVhMDQMFD4YL9kNFrOvFO7FwSAh8L6Hqo6QAvzqYgecJ2qQ5FOmx6RTuitykcTgaAwjy4R62mZxRakqqqUJNBsDgqN0tl6zCE7WO5aDA4hKEJsQ+ARQkC7XSJCEUKsRGFVB6pIBQIhfwNAIVEQQ9qiJISQBMUXIQNMzFn32oSoB6SshajSmFhLzI/IBvQdxKJMVY6Y1nYgNaVvpXGQCI1As+kxNKxQBEACAJeqC7ORqqtKJZ3z8IU51HvvzQBW6v0nswcYTGhV+5y5vU+uaEwWFD5NUlLRAEqYNYQHYnJ/EA9JjbEhHhILVKFAKSGiiO0s2AQhWoK+rZV2ti1VoRoRYsxWZJ0tWkUSgrWiSEIIAcUXIQNLlceVKgstuqVVb+ta2lNlK2FRInQJBdMUltOkKCvRFVHllKcXTOMFOOCAJgrfhkRAxVf5Zki+XVoZjZUQhMrhPmf4Z5+vzt1TX0cktZfuZS2SIqqm3Mk7w9oPJZGH1PAaqUIRkvK+0n0BwAcAVn1pFZJJOCLnyAkaRWFbkeLgi+QPlpVsNmgVAOIQtERASNWRPWKWELLfQ/FFyCCjsKRxbae8Lq2ECIAuVSCCqtm25W75lFcVIRCIChTOLBryoCS+tPbZFR7NVkhJ6Z2cJ0EBaBMqFi2CAuIKu2d01prHtU39qYdDUW0FShXx0k5OV23yimBjUia8S9E8ga8iVJAyFQRYYr2rtk0L+CJVPQoAbZithbPInEaxZPu836oFCu/hRKFaAGinbU5B6gGQGnFXj08IIV1QfBEykGTLhALZVGGMwZd0Plc6qRYJ0xjgsi+XhCqxS3M0R7rvkfWGd+ZqX7iUFA+phFL2+IKEtFVpESpVQdTS+lQn7y+LcCXRlao0bZ5aWVRYVCum+WQbCfMLs3NW5ZjnnDLdAEQEDUAUS+4PDpryxVTL6qEElq+luUckABFnvSFd6umogEgBoES31Mrbk4x8EUK6ofgiZCDJLW8kOcnH1HgxJcUjAs6iP4Wz5HyVWv5Xj2CQerIXusWXwnLLAmwbcnjIYahp/SNFXbKJ8GlwsG1CWL5VZUKKkDy1XOoNaVulDpabVbd28JL6VMKnHUhvSf4iyZHfDB5c6tdo808KU0J+mKrhNlyJWHqYeKrtuYpCkco5XUx9JD1i7PSltAiXraekVkOAVluaeX0ovgghdSi+CBlYFCqK6LR7+ytFk5xTOGdbjVFNeMWa3UQWWOYQn1pV13PBag2jc36Z98ABk4FGEYHggNQiqBIqYpYOkqJf2UTVBEro8Qyzc9mhXlIymvfmgt9pY+TyF2mL0USeSsrhQm6iHWorI7UInyZ3e5+EakDKaEtr4axYQaNVZaYctZrLbBJ8SFYVMUXcUp5ZpNcEIaQbii9CBhXp/dYlIWEtdsTF7mTwmkaoku/z8ShVQ+p8vrqsdl1RCCYd4E3UJRes7IAvToHoapWR2aU+G58WyAalqh4akwJUTb5aSQhlvwsp09xzn8e0xSkCSduamuNOKRteU5VA7lmpGqESLTcMBZxzJkAlP29uwu3Tc0i1/VjZjCWzihiziPXJOsOhVGtJRO1FCKlD8UXIgKJdf/Q7yVk5miVIRqzo+HwB6LJFUAFEXUqmT071OyvfU0Gr1UKr1YRzo/DJ0d42QE0UWV5V7DjUCyznCwpoYRWVrkQMaZ7q4QRQZ/lTNkeX4lypq3eXd4aDJY7Far9PY9oOrMRjurpqK6QQb9GuEJF6OFqvSVVFSOrJEvrbQEiRuLzIaf4aImIJaOFTxC37rFF8EUK6ofgiZJBJisqEU/qoxbvU2h9W4ksVkKr5NSzqlar+dqYg8t1EgEkHNNBsNuElwCGmRHszUzUHeoGLecuvKjesIlN5riGWQClQb1uTzho7JgGW9xuTFYXE9Cw5WU0q8ZNKDVLESxBC25po5yIA6VRS5khXiJZ/prnaM3ULV+3kkDnv4ZwAbUvmj9GlLUdAtV1bLCovQshYKL4IGVCqRtcQc7GPaQutRw1UqVPo5HdJ7XhF0kqSv0nbb/l1mk3BGw7wSXhJ2uYUmFWFWuK9Wpo91Lb6pLJmQFevRmQ7CwAhAO12Ce8AEY8YHHwhcN7MVy0PK0WgsgEZasKu2pI0mw0zek2PVAvjVQ22VazwIEXMOv0hd6BsK2Isre1QFGgU22rUEqqCoEDQEqqKMgIx1KUuIYQYFF+EDCgxwnKOsl1COp49tgDUcqm687iAKuBjESrpiIi83Va3C1MBhoYchoYAj1TpmMRPjj65tH0p0q58Uq0iMQLqk32EdgmjvBVatgOCC7AG1wUacPBICf1V5n+qLlRN+VndOWoWGCugmvpUSsgpZVVDbY3ZSsN1rC3U5mjRsACNJUIZEAJgOWololp/yDI6+AiEGLGjbSKOkS9CSC8UX4QMKBFAO5QIKggqQLZN0E4lX/5UJdoDlWjqYK2ApO4Tlq9Lh5wTDA830GwAXiJc1QBSq085bwwoUsK7Q9owhHMOzieLUrEIl21NKkJIDvgRgEQ4LYHSIai3NkFowHtrzl1VUtaeKCfXS3q6GCJCHO3yBQNSThfMFsOqFZG+jiliJtUz5MrQmAo4LX/MpaR7NcPYEogiCGNijYSQ/R2KL0IGFYU1hw7JggGu5k2l3QKqS33pmPtozVzVwkvd1g3igOFJHq5ody7T2g1SJMlc8311P42AOGu4KNVYVIatlU1Dtf2Xktmjr9okFUXeMkwRq6y2qnkkzzNVACVUotlJKFJVYscZP1bRL00iKwvVTm5Y9QFF1GiiMOeFAbZtqUBM5q4xMPhFCOmG4ouQASaLmLx9KM6ZYMjbezkwVVMHVT579GbD4EMnJx45gpSkVzrYagqaQynBPSqC5obSWdlpLfc8WqViTppXB6SqQqedX0mKaOeSHUVUteibc3CuCXECXzg45xG1NKGWXysl4SMl9du2oaY2QIBoI1lPJIf8WsFBdsQHbNuwamuU7unEm9eYU9RXxUSsS/liVhmqsOhYR6YSMoi8QkUOGReKL0IGmCqgVVk7pFwm9YDWIld5a66WxyWSLSA6Y7K1Q6dpt20VtloeRQHbIoxmH2EViloZkqpdmnP1gZRr5VzKK4uCUPVEtOicwCUPLjNwdeLRaAKNBiBeLGqGCKcW4Ysx5aZlA1TtJNJrvp/UHiiJ0py0n9sIZTHV+TqLKwHEJ5PaaqVSBC0rXVTjcz9NQgYb/jv+aqH4ImRAUQAaJJmWVkdMCOXKQrUWQzEl3FdiTfM/UAV3elO+BCYunAgmD7UwVPiUbyVJMIWOfYWr3VytAjImNVZtQab52J3TXp2TVOVoOV1Fw8M3BFIg+XDVxFXeVlTpmiuASnwp1KodU68l1Y7vmY1LqxSzEEtzgVZ9HM0HTKo1ybu4FizLzw+IatU5gBBC6lB8ETLAxCjQ6CvxAQTz7VKH7FFqVYfJqjSJpap+sEeUVaKmdqzRcBgecvDIlhIWqVJRiEbEKFb9mPLJNIkZJOsHqcSSVlWV2ThMRAGn5j3mLNoFcdZBqJaX1VXdWHmb9VRwas7JShE9yblwdUJ1bdAATX5h2cYiV0ZGtciXRoE6RYgpYuZyBWnHRZ+BL0JILxRfhAww1ijbzE01pNpCDbAqwLLy9Qo9KRs5/gTYF9lTvnLN7+xGotVyaA2V5g8mgEuRrU5ifi2jP23NmebJ25EeWm+yLQWc8/C+QOEL8wfzlotloi/lVWkwwZNEVN7KtGhVx58rP4RI3kbM56QW8TLRZX5dDlGdRb6A6hlylWOIts1o/SUtfy2/ZhdSW0NCCKlB8UXIgJNzlVQdEBUazY7Bp2hSlaauPVuL2f8LqLYgKxmlDgpF4RXDQ0CzEVLfyAYsbpY8tERS30ZJwqhzvd0zb//5ZOtgeVlQB0GRbCdciiQlEwwNCCECahatKmrFAapQlOjO1+okzFvz69jJ61JXWU1YBWgSUjlZvtpq7XiAhSAoy4h2OyC083zyh1hULF2P9Hi9W6CEEELxRcgAY6IhwjbzHFStdY6kPCyXQlgxJ4fXc9Hrrqo5sKPJSSvt2BXeYdIkD+ciRANEG1C0qz2/jnBTQFyKbuW4WgsiAVCf+kdGOLGtvhiAEm2rzJQCrijgvbccNW/bpuYT5hA1WERNbFu18q3oep7UQVIVMWbBZXYRgtwHMm05Jmcurfozpi3HmBPpA2JsA9EBiPb/oAjBIcaA6G07MhcURE2m+4QQkqD4ImTgSSEYaUOlTOImVxGWO68S7/iPdg0xAWKGpI2mR7Ppq9wnSDa1yvYM+RaSEu0dICUAhagAKCDOmViRMs1z1DyyQhNRg0W8oocWgPeaRJqrRdMUqqNAfesyzbH+YIqUA1erZkwPZG761RZtjpKlcTG746s54yMCcFC0Kwd779O4IFUkLLCpNiFkJ7hdD9l7PPDAA3jf+96HWbNmQURw2223dZ1XVVxzzTU49NBDMTw8jPnz5+OZZ57pGrN+/XosWLAAU6ZMwbRp0/Dxj38cW7Zs6Rrz+OOP453vfCeGhoZw+OGH4ytf+crefjRC9gk0O9snbJtMq3Y6+Vh1vlb5l79HvRoQqO7nPTBp2KHwkrYKfXKIF2v5I85c5J1WNhfi8jaiABKspZAoxAVUak8BaKP6PmpECG2U5Q5reh3smXJfSOccvM+9JJuoeiYhiT24TqJ87cO2Hy0qmB3qVQuothCjRwgRoQy1XLJUtCD5tTpbm5p8yGyo9XiMIt25c4QQkphQ8fXyyy/j5JNPxl/8xV+Me/4rX/kKbrzxRnz961/HkiVLcMABB+DMM8/E9u3bqzELFizAk08+ibvuugu33347HnjgAXziE5+ozm/atAnvec97cMQRR2DZsmX46le/ii9+8Yv4xje+sdefj5CJprJ6gACa3OERoVqianpTRYB6L0YOXtUOOYQIKCIahWC45VH4bK7gYIInVS0mr62qstB1huRkdxNeJcSNpu8b1mrIAZ0KQ4VqiRDL5OVl23wxotpOtR6PPj2nM1sIsXlGlAgoU4J+AHL7oSSooiqiOhNMCIhoI2gbMaaejTFWW48xhpT4r4CHVSt4u2NATJ8F0UlVPUoIIb2I6r7x60FEcOutt+Lcc88FYL8UZ82ahcsvvxyf/exnAQAbN27EzJkzcfPNN+MjH/kIfvzjH+OEE07AI488gjlz5gAA7rzzTrz3ve/Fv//7v2PWrFlYuHAhrr76aqxZswbNZhMAcNVVV+G2227DT37yk92a26ZNmzB16tQ9/9CE7GUOHPI4blYLh04VTJ4UoVJi+w4FfEC7BH6xXrFlO7C97BYKDoAvTFu4ZJ+QK/1i8BApMW1KA4fPamG4VcI7BycO3ivgQk2MheQED0AL295DAFKUyLsWnFNEHYVGD9ECgsIEj44mQVggooSqwvvCqiBTDphFzoBcOQkAMbq0xZi2CKVjE6ERqUpRat5gOQeshIhtOYa4Axq9PUMaG2LKn9OAMgT8ckOJjRsB8QHOA2Xb8smaLYcQIkZ3KLZvA9b+Anipze1HQl4LGzduxJQpUyZ6GnucCY18vRKrVq3CmjVrMH/+/OrY1KlTMXfuXCxevBgAsHjxYkybNq0SXgAwf/58OOewZMmSasxv/dZvVcILAM4880ysXLkSv/zlL8d97R07dmDTpk1dH4S8HsmRHRMaudegWm4SYDYS6aNzDbpztWoIrMWPh2Co5dFqRoiMQqQNTZ5eZs0AZBPTutDRysFeqy1QaAGHITg04cSiXiKS8roKmKO8WTvEqLYdGAJCKFGWbYtGIVUAqK/tm+YqxU7VYscsNiLGNkIoEcqAGKya0aJcKT8tibWOJ5hdG/MWY1UJ2XHA73iPWWPtdgm0mW1PCOlhnxVfa9asAQDMnDmz6/jMmTOrc2vWrMGMGTO6zhdFgYMOOqhrzHj3qL9GL9dddx2mTp1afRx++OG/+gMRMgFk09EYg3lYISDEaFEcrbxMO2lS1YV1m4Xa9qVaqnmj4TBpUhNwmvwqfE3gZSd4mMFraFZVgiHUqwZdEjwCaMO2DcWiTU4cxOUcsXYnjywlypdlwOjoKHaMbkO73IGyHE2CLG0Tqm0zRg2pwbVZS2h0CEFRljHlfkXEWNp1irStWCKGBmJ0ncbeySRWAdvShAAu1iojtWPXEa3aMUagHYBRJt0T8hoY7GzJfVZ8TSSf//znsXHjxurjxRdfnOgpEfKa6Yio5OyObkEhPZEvGfM7L1UOZvElgmazQGvIJR8wizY5p13Xas3EFJXYqm/5oSPYsvGplIC0ARdSBExNhIlLuWAuRa9MOIUyYHTHKHbsGMXoaBtlGVIkK6bkfE22D2ZNAZjACsHMVCXbUiALJ48YJUXYAkIIaftSusYABbwr0uG8pnn7EkngZfG7x95KQvYTcoLo4LLPWk2MjIwAANauXYtDDz20Or527Vq87W1vq8asW7eu67qyLLF+/frq+pGREaxdu7ZrTP4+j+ml1Wqh1WrtkecgZCIpo6IdIiIiVBROBIBPFYxh3Guqbcfqw3WqIwVwTtFqAUVRVtYOJuDM2T5XIZoxqn2vORE/9z1EYeLMWeQoxob5h0VYdaQDoA4u+XM5lxzCYtv8t6oomBUQhDbQ1hLOlRBv1ZTZyd+Jh/NZCIpVRua8L9SFVRJPSAawKVcsqCKGHK1DegYBxHdaB8WO0FJYfljZtq3H/mkv66dJyOufwd+r32el5VFHHYWRkRHcfffd1bFNmzZhyZIlmDdvHgBg3rx52LBhA5YtW1aNueeeexBjxNy5c6sxDzzwANrtdjXmrrvuwrHHHosDDzywT09DyMQwGhQ7yrTVGASKBhQeKj6Jn7F2El1UFYMRlcOVB4YnCQqfjSeS1YT4tI+ZRJYkZ/v8X7HqUqDItimdZJPTAGhpOWMIJohchLoS6trIja0l5Wz5QiEFIC4n3OdomFlStEfb2LGjxGi7RLsd0R6NaLdLxBDSHBpw0oKTAoCtQ5SICEFQS9ZXFxFdmY4pyqgImkRs+qcms9mgthVZhQaTCLMChX7+GWGIjZDXCxMqvrZs2YLly5dj+fLlACzJfvny5Vi9ejVEBJdddhn+9//+3/jud7+LFStW4IILLsCsWbOqisjjjz8eZ511Fv7oj/4IDz/8MH74wx/ikksuwUc+8hHMmjULAPDRj34UzWYTH//4x/Hkk0/i7/7u73DDDTfgM5/5zAQ9NSH9w3KUUo/HavstpKq9NKhKrn+FuyQNJQB8w6HZEjgXUr5Yp02PxbWKFP0yQ1RFO83Eft2oaBIv5iIf1SEmIRNV7Hv1iNE+zHvL+iha4lm0iJpEmCu9JJuJWrJ9SlKLMaBdjmJ0R4kdOwLaoxGhFJRlsqqIaTtSzeg1b4XGENO55AsWFKGMnWT/MlTu9fVWRhPL4EcLCBkUJnTbcenSpXj3u99dfZ8F0YUXXoibb74Zn/vc5/Dyyy/jE5/4BDZs2IDTTz8dd955J4aGhqprbrnlFlxyySU444wz4JzDeeedhxtvvLE6P3XqVPzzP/8zLr74Ypx66qmYPn06rrnmmi4vMELGsjPb99cfVVoSzC8rxggV1zFU7UkIT7tznST7lBOmCnjnMdwqMNRycAjw4tJWZie5SSop52tJT5LEUhJgAMz8tK4AO5EyS1i33DCpokqAwrYLc0QuO9kLLOcMIoj5vurN816C2U9EQdkeTa8Rk9GrACmCZ3OJUM2Nuz1y827L9XIpIV/MvT5qZ0sV9hrosrAghJDx2Wd8vvZl6PO1P9Kv/Jm9K/IKAY6e4TH7IMWUyYBvCLZsjojiIS5i67aIl7cDO0qgjEBoJz3iJVlQpCR6C2ShcB7Tpzcx8xCHVqFWlQiBptZAkhzlO0+Vk/CL9LQKlZgEU7ppzqNyvkquB8QqIVP5oIgHxKJNTjzEKTQksYQdKXrlAXWIoslLzKd2P2UV+esk+8dkBOsAL3DOxJzJRl8Jz1ztaCarkqKGHmUM2LqjxIYNQFQHJ6MIoxZBKxqKHaMltr4MbN0B/HwbsIW/ZfvA4PwHE+kwqD5f+2zCPSETS07E3tu/zHvvv2dfs3O33LZHTbjEmvipOd1rrn5M7XskRXWgARCgKBoYGhZ4H5G9F0SyzDLxUYXOKhd5Sb5eFnHLHlq2xj6Js7x1CQDBRJEDJLrks2V5X5q2JUVTM2xtoFKGSSwLHDTarzZrgp0iWMk2w+wlktWGlEAU+KKwJPxqPfJ6SarGjB3LDSBVNgIQTaLOWWWlRrgU8Ou4jfWD/E73ft5fSIUkKCd6IoTsFhRfhIzL3v7DlbLc6+Jnj76u3TtX+AW1ikWPmBLdbZvOiSRX95wTZqohIsKnKeY2RKJAsykYanpIFqdZR4mDaPYOS30dEdOWnHaEHWJKes8Wrg6QnKuUnl2yeEBqZG3CSjVHplJPRgWghUW8XPqjm6sHAKiW6Bi9Zof6FP0CqpwzRABlgHOFmbpm2wu1vpJRU8tutWicVv0hgWTqVW1V5rll/SNApyLyNbx/ux6T0Z18Hm/87k7I4fWTR6Z4fQiv19Oakr0Jxddu8Op3ZnfnF2dP1OFXIr+Ne+uXz6D+wpjI6EBqXZO6Ae75edj9IoC2RowGwY5SoM4c19vJYDTEiDIkJ/ZSq11A25oLnbwwl2oWvVX/tUtBdA7ZnEFcR8BZMnz+Q9/7B7/WQBsmrjRvbWaR55Nky30U1aois3O83dWknTnma5fFhcLysrJAislANWgJjU0TUAgd24gc7fMRTrytmyqQcs6iAkEADZbAjwAEKNrtiNHRqu4RIXibS1TbwrVbvMp3ti7Kd+893vX9ejP6dicy9qvWYvU37vf6oQCqApSJpNOFor+8+t+5g5oZRfG1G2zevPlVXrE7/7LsyX/p9/Z/8Q2i8AIm9hdgf/4rvYzAs+sinl3X+x62xx2/S3629Vee08QyuhfumddyT+QI7qn/IKvfb7x77+o1ftWf+cH8g/mrszf+/XstTNTv9Ff/78XmzZsHMueaCfe7QYwRK1euxAknnIAXX3xxIJP/9gSbNm3C4YcfzjV6BbhGuwfXaddwjXYPrtOu2RfXSFWxefNmzJo1yzpbDBiMfO0GzjkcdthhAIApU6bsM/9y7qtwjXYN12j34DrtGq7R7sF12jX72hoNYsQrM3hykhBCCCFkH4biixBCCCGkj1B87SatVgvXXnstG26/AlyjXcM12j24TruGa7R7cJ12Ddeo/zDhnhBCCCGkjzDyRQghhBDSRyi+CCGEEEL6CMUXIYQQQkgfofgihBBCCOkjFF+7wV/8xV/gyCOPxNDQEObOnYuHH354oqfUN6677jr8xm/8Bt7whjdgxowZOPfcc7Fy5cquMdu3b8fFF1+Mgw8+GJMnT8Z5552HtWvXdo1ZvXo1zjnnHEyaNAkzZszAFVdcgbJ8PTTCffVcf/31EBFcdtll1TGukfGzn/0Mv/d7v4eDDz4Yw8PDOOmkk7B06dLqvKrimmuuwaGHHorh4WHMnz8fzzzzTNc91q9fjwULFmDKlCmYNm0aPv7xj2PLli39fpS9QggBX/jCF3DUUUdheHgYb3rTm/C//tf/6upvtz+u0QMPPID3ve99mDVrFkQEt912W9f5PbUmjz/+ON75zndiaGgIhx9+OL7yla/s7UfbY7zSGrXbbVx55ZU46aSTcMABB2DWrFm44IIL8B//8R9d9xj0NdqnUPKKLFq0SJvNpv7f//t/9cknn9Q/+qM/0mnTpunatWsnemp94cwzz9SbbrpJn3jiCV2+fLm+973v1dmzZ+uWLVuqMRdddJEefvjhevfdd+vSpUv1N3/zN/Ud73hHdb4sSz3xxBN1/vz5+uijj+odd9yh06dP189//vMT8Uh7lYcffliPPPJIfetb36qXXnppdZxrpLp+/Xo94ogj9GMf+5guWbJEn3vuOf3BD36gP/3pT6sx119/vU6dOlVvu+02feyxx/T973+/HnXUUbpt27ZqzFlnnaUnn3yy/uhHP9IHH3xQ3/zmN+v5558/EY+0x/nSl76kBx98sN5+++26atUq/fa3v62TJ0/WG264oRqzP67RHXfcoVdffbV+5zvfUQB66623dp3fE2uyceNGnTlzpi5YsECfeOIJ/da3vqXDw8P6V3/1V/16zF+JV1qjDRs26Pz58/Xv/u7v9Cc/+YkuXrxY3/72t+upp57adY9BX6N9CYqvXfD2t79dL7744ur7EILOmjVLr7vuugmc1cSxbt06BaD333+/qtoPdaPR0G9/+9vVmB//+McKQBcvXqyq9kvBOadr1qypxixcuFCnTJmiO3bs6O8D7EU2b96sRx99tN511136rne9qxJfXCPjyiuv1NNPP32n52OMOjIyol/96lerYxs2bNBWq6Xf+ta3VFX1qaeeUgD6yCOPVGO+//3vq4joz372s703+T5xzjnn6B/+4R92Hfvt3/5tXbBggapyjVR1jLDYU2vyl3/5l3rggQd2/bxdeeWVeuyxx+7lJ9rzjCdQe3n44YcVgL7wwguquv+t0UTDbcdXYHR0FMuWLcP8+fOrY845zJ8/H4sXL57AmU0cGzduBAAcdNBBAIBly5ah3W53rdFxxx2H2bNnV2u0ePFinHTSSZg5c2Y15swzz8SmTZvw5JNP9nH2e5eLL74Y55xzTtdaAFyjzHe/+13MmTMHH/rQhzBjxgyccsop+Ou//uvq/KpVq7BmzZqudZo6dSrmzp3btU7Tpk3DnDlzqjHz58+Hcw5Llizp38PsJd7xjnfg7rvvxtNPPw0AeOyxx/DQQw/h7LPPBsA1Go89tSaLFy/Gb/3Wb6HZbFZjzjzzTKxcuRK//OUv+/Q0/WPjxo0QEUybNg0A16jfsLH2K/Dzn/8cIYSuP4gAMHPmTPzkJz+ZoFlNHDFGXHbZZTjttNNw4oknAgDWrFmDZrNZ/QBnZs6ciTVr1lRjxlvDfG4QWLRoEf7t3/4NjzzyyJhzXCPjueeew8KFC/GZz3wGf/Inf4JHHnkEn/70p9FsNnHhhRdWzzneOtTXacaMGV3ni6LAQQcdNBDrdNVVV2HTpk047rjj4L1HCAFf+tKXsGDBAgDgGo3DnlqTNWvW4Kijjhpzj3zuwAMP3Cvznwi2b9+OK6+8Eueff37VSJtr1F8ovshuc/HFF+OJJ57AQw89NNFT2ad48cUXcemll+Kuu+7C0NDQRE9nnyXGiDlz5uDLX/4yAOCUU07BE088ga9//eu48MILJ3h2+wZ///d/j1tuuQX/7//9P7zlLW/B8uXLcdlll2HWrFlcI7JHaLfb+N3f/V2oKhYuXDjR09lv4bbjKzB9+nR478dUpa1duxYjIyMTNKuJ4ZJLLsHtt9+Oe++9F2984xur4yMjIxgdHcWGDRu6xtfXaGRkZNw1zOde7yxbtgzr1q3Dr//6r6MoChRFgfvvvx833ngjiqLAzJkz9/s1AoBDDz0UJ5xwQtex448/HqtXrwbQec5X+nkbGRnBunXrus6XZYn169cPxDpdccUVuOqqq/CRj3wEJ510En7/938ff/zHf4zrrrsOANdoPPbUmuwPP4NZeL3wwgu46667qqgXwDXqNxRfr0Cz2cSpp56Ku+++uzoWY8Tdd9+NefPmTeDM+oeq4pJLLsGtt96Ke+65Z0zI+dRTT0Wj0ehao5UrV2L16tXVGs2bNw8rVqzo+sHOP/i9f4xfj5xxxhlYsWIFli9fXn3MmTMHCxYsqL7e39cIAE477bQxNiVPP/00jjjiCADAUUcdhZGRka512rRpE5YsWdK1Ths2bMCyZcuqMffccw9ijJg7d24fnmLvsnXrVjjX/WvZe48YIwCu0XjsqTWZN28eHnjgAbTb7WrMXXfdhWOPPXYgttOy8HrmmWfwL//yLzj44IO7znON+sxEZ/zv6yxatEhbrZbefPPN+tRTT+knPvEJnTZtWldV2iDzyU9+UqdOnar33XefvvTSS9XH1q1bqzEXXXSRzp49W++55x5dunSpzps3T+fNm1edzzYK73nPe3T58uV655136iGHHDJQNgq91KsdVblGqlZdVRSFfulLX9JnnnlGb7nlFp00aZL+7d/+bTXm+uuv12nTpuk//uM/6uOPP64f+MAHxrUMOOWUU3TJkiX60EMP6dFHH/26tlGoc+GFF+phhx1WWU185zvf0enTp+vnPve5asz+uEabN2/WRx99VB999FEFoF/72tf00UcfrSr19sSabNiwQWfOnKm///u/r0888YQuWrRIJ02a9LqxUXilNRodHdX3v//9+sY3vlGXL1/e9bu8Xrk46Gu0L0HxtRv8+Z//uc6ePVubzaa+/e1v1x/96EcTPaW+AWDcj5tuuqkas23bNv3Upz6lBx54oE6aNEk/+MEP6ksvvdR1n+eff17PPvtsHR4e1unTp+vll1+u7Xa7z0/TP3rFF9fI+Kd/+ic98cQTtdVq6XHHHaff+MY3us7HGPULX/iCzpw5U1utlp5xxhm6cuXKrjG/+MUv9Pzzz9fJkyfrlClT9A/+4A908+bN/XyMvcamTZv00ksv1dmzZ+vQ0JD+2q/9ml599dVdfyD3xzW69957x/09dOGFF6rqnluTxx57TE8//XRttVp62GGH6fXXX9+vR/yVeaU1WrVq1U5/l997773VPQZ9jfYlRLVmnUwIIYQQQvYqzPkihBBCCOkjFF+EEEIIIX2E4osQQgghpI9QfBFCCCGE9BGKL0IIIYSQPkLxRQghhBDSRyi+CCGEEEL6CMUXIYQQQkgfofgihBBCCOkjFF+EEEIIIX2E4osQQgghpI9QfBFCBor//M//xMjICL785S9Xx/71X/8VzWYTd9999wTOjBBCDDbWJoQMHHfccQfOPfdc/Ou//iuOPfZYvO1tb8MHPvABfO1rX5voqRFCCMUXIWQwufjii/Ev//IvmDNnDlasWIFHHnkErVZroqdFCCEUX4SQwWTbtm048cQT8eKLL2LZsmU46aSTJnpKhBACgDlfhJAB5dlnn8V//Md/IMaI559/fqKnQwghFYx8EUIGjtHRUbz97W/H2972Nhx77LH4sz/7M6xYsQIzZsyY6KkRQgjFFyFk8LjiiivwD//wD3jssccwefJkvOtd78LUqVNx++23T/TUCCGE246EkMHivvvuw5/92Z/hm9/8JqZMmQLnHL75zW/iwQcfxMKFCyd6eoQQwsgXIYQQQkg/YeSLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIH6H4IoQQQgjpIxRfhBBCCCF9hOKLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIH6H4IoQQQgjpIxRfhBBCCCF9hOKLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIH6H4IoQQQgjpIxRfhBBCCCF9hOKLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIH6H4IoQQQgjpIxRfhBBCCCF9hOKLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIHykmegK7y/bt2zE6OjrR0yCEEELIfkCz2cTQ0NBeuffrQnxt374dk4ZnQLF5oqdCCCGEkP2AkZERrFq1aq8IsNeF+BodHYViMw5oXYVCbREcBADg82d1Xcfz5/qY3nOiSN9j3PP1e8iYc+kala7z0nt+3Hv1nKvu0XtN9xVd99Dxx459/d7x3ePGf53xx7quUd171rsaI7s4vjvXOnnl76V2M4Hu5BrtGps/9x7vurbnnOt5mM61veO0M5+dnNvlcVe/R++9xv+8s3uPP3YX93TjH7dvdva6uzfP3RlT3Wsn8xh/PuPfu3e+r2o+blf3xG7fo/phxG4805jn3sU83M6fCTv593ln64LeeY/73PkXy87WuPs5uuc2/j12dm33e42u593ZfHqfccy4rufsHoOe9xw7mef4z9/7ujsZ53rOjzNm7Pc98+6d3zhj0Ps66Xvd2biuseM/i465Z/dnHe+Xe++53u+re/dcN941+ZfXmHtK1/fjzUOrz91r13ndgM2bIt7yphcxOjq6/4qvjKAFkW7x1fm8c/G1M1G1K9G1W+KrV9C9FvFVXdt7fPzX3r2x3efHCpqx4mvnwu1XF187FVZ1sbOzMfn7XYgvV7vX3hVfuxJM3cdf+R6vXnyNvXYX4mucP547F2q7L752fi+85nu82nmMf6/x7z32j/urmM8uxdfu32NXIrBv4mungqn3np3p7FTIvhbxtcv3Z/w1GO95d1t8vYp77RHxtQshtUfEV+/5ccbsEfHVc49di69x5rMz8dXzB2GPiK9XEIE7F1/jrMNeggn3hBBCCCF9hOKLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIH6H4IoQQQgjpIxRfhBBCCCF9hOKLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIH6H4IoQQQgjpIxRfhBBCCCF9hOKLEEIIIaSPUHwRQgghhPQRii9CCCGEkD5C8UUIIYQQ0kcovgghhBBC+gjFFyGEEEJIHykmegKvBsUOqAoAIMI+S/6sWUdKz+fOmN5zqvm++bOM+7l+j865dM1O5pNn46rv6/fqOacy/vGeK7ruoeOPHfv6veO7x43/OuOP7V3hunLf1Zjed6B3Xrtz7e7e277WnVyjO5lP9/Hua7VnbDeda9PnmI7XHk7S1yLd53Z5HPV79N5r/M9j7lFb47Fjd3FPHf94/cZjX7fnnnHn99jVs1T3cq88rns+49+7d76vaj5uV/fEbt+j84bsxjONee5dzMPt/Jkw5tru+ez8nmOfrfeaPM+x9+p+ju65jX+PnV3b/V6j63l3Np/eZxwzrus5u8eg5z3HTuY5/vP3vu5Oxrme8+OMGft9z7x75zfOGPS+Tvpedzaua+z4z6Jj7tn9Wcf7Zdp7rvf76t491413Tf7lNeae0vX9ePPQ6nP32nVeN2Lzpoi9yetCfDWbTYyMjGDNmusneipkItFdfE8IIYTsISZPngzVvfOHRnRv3XkPs337doyOjk70NMZl06ZNOPzww/Hiiy9iypQpEz2d/R6+H/sefE/2Lfh+7HvwPdm3yO/Hxo0b98r78bqIfAHA0NAQhoaGJnoar8iUKVP4Q7MPwfdj34Pvyb4F3499D74n+wdMuCeEEEII6SMUX4QQQgghfYTiaw/QarVw7bXXotVqTfRUCPh+7IvwPdm34Pux78H3ZN9ib78fr5uEe0IIIYSQQYCRL0IIIYSQPkLxRQghhBDSRyi+CCGEEEL6CMUXIYQQQkgfofjaCQ888ADe9773YdasWRAR3HbbbV3nVRXXXHMNDj30UAwPD2P+/Pl45plnusasX78eCxYswJQpUzBt2jR8/OMfx5YtW/r4FIPDddddh9/4jd/AG97wBsyYMQPnnnsuVq5c2TVm+/btuPjii3HwwQdj8uTJOO+887B27dquMatXr8Y555yDSZMmYcaMGbjiiitQlmU/H2VgWLhwId761rdWppDz5s3D97///eo834+J5frrr4eI4LLLLquO8T3pL1/84hchIl0fxx13XHWe70f/+dnPfobf+73fw8EHH4zh4WGcdNJJWLp0aXW+b3/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- "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ds_dlc_video2 = load_poses.from_dlc_file(video2_dlc_preds_file, fps=30)\n", - "\n", - "result_dlc_video2 = analyse_video_predictions(\n", - " ds_dlc_video2,\n", - " individual=\"individual_0\",\n", - " needed_keypoints=[\"centre\", \"tailbase\"],\n", - " time_range=(1 * 60, 10 * 60),\n", - " rois=rois,\n", - " confidence_threshold=0.98,\n", - " interp_max_gap=1,\n", - " plot=True,\n", - " plot_keypoint=\"centre\",\n", - " plot_frame=plt.imread(video1_frame_file),\n", - ")\n", - "\n", - "print(\"DLC: video 2\")\n", - "print(\"Open to closed arms ratio:\", result_dlc_video2)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Conclusion:**\n", - "- Analysis results for `sub-02` are very consistent between SLEAP and DeepLabCut.\n", - "- However, for `sub-01` the results differ considerably between the two software packages." - ] + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset> Size: 2MB\n",
    +       "Dimensions:          (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
    +       "Coordinates:\n",
    +       "  * time             (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1\n",
    +       "  * individuals      (individuals) <U12 48B 'individual_0'\n",
    +       "  * keypoints        (keypoints) <U9 216B 'snout' 'left_ear' ... 'tail_end'\n",
    +       "  * space            (space) <U1 8B 'x' 'y'\n",
    +       "Data variables:\n",
    +       "    position         (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    confidence       (time, individuals, keypoints) float32 444kB nan ... 0.7607\n",
    +       "    position_thresh  (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "Attributes:\n",
    +       "    fps:              30.0\n",
    +       "    time_unit:        seconds\n",
    +       "    source_software:  SLEAP\n",
    +       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...\n",
    +       "    ds_type:          poses
    " + ], + "text/plain": [ + " Size: 2MB\n", + "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", + "Coordinates:\n", + " * time (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1\n", + " * individuals (individuals) " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Variable names storing the different data arrays\n", + "data_vars = [\n", + " \"position\", \"position_thresh\", \"position_interp\", \"position_smooth\"\n", + "]\n", + "\n", + "# Select a subset of the data for plotting\n", + "selection = {\n", + " \"keypoints\": \"snout\",\n", + " \"individuals\": \"individual_0\",\n", + " \"space\": \"x\",\n", + " \"time\": slice(2.5 * 60, 3 * 60), # focus on 2.5-3 minutes\n", + "}\n", + "\n", + "plot_multiple_position_vars(\n", + " ds_sleap_video1, data_vars, selection\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
    \n", + "\n", + "Exercise 5: Data cleaning\n", + "\n", + "- Repeat the above filtering and interpolation procedure for the `ds_dlc_video1` dataset you loaded in **Exercise 1**.\n", + "- Plot the confidence score histograms to select a threshold for filtering.\n", + "- Sequentially apply the filtering, interpolation and smoothing steps.\n", + "- Experiment with various thresholds, interpolation methods, gap lengths and window sizes.\n", + "- Visualise the data at each processing step (feel free to reuse the `plot_multiple_position_vars()` function)." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the confidence score histograms for the DeepLabCut dataset\n", + "dlc_kpts = ds_dlc_video1.keypoints.values\n", + "\n", + "fig, ax = plt.subplots()\n", + "for kp, color in zip(dlc_kpts, colors):\n", + " data = ds_dlc_video1.confidence.sel(keypoints=kp)\n", + " data.plot.hist(\n", + " bins=50, histtype=\"step\", density=True, ax=ax, color=color, label=kp\n", + " )\n", + "ax.set_ylabel(\"Density\")\n", + "ax.set_title(\"Confidence histograms per keypoint\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Applying a confidence threshold of 0.95 to the DLC dataset\n", + "\n", + "Missing points (marked as NaN) in input\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 0/18485 (0.0%)\n", + "\t\tleft_ear: 0/18485 (0.0%)\n", + "\t\tright_ear: 0/18485 (0.0%)\n", + "\t\tcentre: 0/18485 (0.0%)\n", + "\t\tlateral_left: 0/18485 (0.0%)\n", + "\t\tlateral_right: 0/18485 (0.0%)\n", + "\t\ttailbase: 0/18485 (0.0%)\n", + "\t\ttail_end: 0/18485 (0.0%)\n", + "\n", + "Missing points (marked as NaN) in output\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 4728/18485 (25.6%)\n", + "\t\tleft_ear: 1671/18485 (9.0%)\n", + "\t\tright_ear: 1819/18485 (9.8%)\n", + "\t\tcentre: 373/18485 (2.0%)\n", + "\t\tlateral_left: 3795/18485 (20.5%)\n", + "\t\tlateral_right: 3443/18485 (18.6%)\n", + "\t\ttailbase: 1478/18485 (8.0%)\n", + "\t\ttail_end: 3885/18485 (21.0%)\n", + "\n", + "Interpolating over missing values in the thresholded position data for gaps of up to 30 frames\n", + "\n", + "Missing points (marked as NaN) in input\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 4728/18485 (25.6%)\n", + "\t\tleft_ear: 1671/18485 (9.0%)\n", + "\t\tright_ear: 1819/18485 (9.8%)\n", + "\t\tcentre: 373/18485 (2.0%)\n", + "\t\tlateral_left: 3795/18485 (20.5%)\n", + "\t\tlateral_right: 3443/18485 (18.6%)\n", + "\t\ttailbase: 1478/18485 (8.0%)\n", + "\t\ttail_end: 3885/18485 (21.0%)\n", + "\n", + "Missing points (marked as NaN) in output\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 2502/18485 (13.5%)\n", + "\t\tleft_ear: 219/18485 (1.2%)\n", + "\t\tright_ear: 420/18485 (2.3%)\n", + "\t\tcentre: 108/18485 (0.6%)\n", + "\t\tlateral_left: 1705/18485 (9.2%)\n", + "\t\tlateral_right: 1482/18485 (8.0%)\n", + "\t\ttailbase: 621/18485 (3.4%)\n", + "\t\ttail_end: 2003/18485 (10.8%)\n", + "\n", + "Applying a median filter with a window size of 5 to the interpolated position data\n", + "\n", + "Missing points (marked as NaN) in input\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 2502/18485 (13.5%)\n", + "\t\tleft_ear: 219/18485 (1.2%)\n", + "\t\tright_ear: 420/18485 (2.3%)\n", + "\t\tcentre: 108/18485 (0.6%)\n", + "\t\tlateral_left: 1705/18485 (9.2%)\n", + "\t\tlateral_right: 1482/18485 (8.0%)\n", + "\t\ttailbase: 621/18485 (3.4%)\n", + "\t\ttail_end: 2003/18485 (10.8%)\n", + "\n", + "Missing points (marked as NaN) in output\n", + "\tIndividual: individual_0\n", + "\t\tsnout: 2629/18485 (14.2%)\n", + "\t\tleft_ear: 229/18485 (1.2%)\n", + "\t\tright_ear: 446/18485 (2.4%)\n", + "\t\tcentre: 110/18485 (0.6%)\n", + "\t\tlateral_left: 1835/18485 (9.9%)\n", + "\t\tlateral_right: 1592/18485 (8.6%)\n", + "\t\ttailbase: 655/18485 (3.5%)\n", + "\t\ttail_end: 2142/18485 (11.6%)\n" + ] + } + ], + "source": [ + "# Sequentially apply the confidence filtering, interpolation, and smoothing\n", + "# steps to the DeepLabCut dataset\n", + "\n", + "dlc_conf_thresh = 0.95 # use much higher confidence threshold for DLC\n", + "print(f\"Applying a confidence threshold of {dlc_conf_thresh} to the DLC dataset\")\n", + "ds_dlc_video1[\"position_thresh\"] = filter_by_confidence(\n", + " ds_dlc_video1.position, ds_dlc_video1.confidence, threshold=dlc_conf_thresh\n", + ")\n", + "\n", + "dlc_max_gap = 30 # frames\n", + "print(\n", + " \"\\nInterpolating over missing values in the thresholded position data \"\n", + " f\"for gaps of up to {dlc_max_gap} frames\"\n", + ")\n", + "ds_dlc_video1[\"position_interp\"] = interpolate_over_time(\n", + " ds_dlc_video1.position_thresh, method=\"linear\", max_gap=dlc_max_gap\n", + ")\n", + "\n", + "dlc_window = 5 # frames\n", + "print(\n", + " f\"\\nApplying a median filter with a window size of {dlc_window} \"\n", + " \"to the interpolated position data\"\n", + ") \n", + "ds_dlc_video1[\"position_smooth\"] = median_filter(\n", + " ds_dlc_video1.position_interp, window=dlc_window\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Visualise the data at each processing step\n", + "plot_multiple_position_vars(\n", + " ds_dlc_video1, data_vars, selection\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## D. Compute time spent in different parts of the maze\n", + "\n", + "### D1. Define regions of interest (ROIs)\n", + "\n", + "First we will have to define the different parts of the maze and their coordinates as ROIs:\n", + "\n", + "- `open_arm_left`\n", + "- `open_arm_right`\n", + "- `closed_arm_bottom`\n", + "- `closed_arm_top`\n", + "- `central_square`\n", + "\n", + "Each ROI is defined as a polygon consisting of a list of vertex coordinates.\n", + "In the cell below, we load this coordinates from the provided `EPM_rois.yaml`\n", + "file into a Python dictionary mappring ROI names to their vertex coordinates.\n", + "\n", + "In practice, you would have to define these coordinates using tools such\n", + "as [ImageJ](https://imagej.net/ij/) or [napari](https://napari.org/)\n", + "and then import them into Python.\n", + "ROI definition functionality is also planned for a [future version of `movement`](https://movement.neuroinformatics.dev/community/roadmaps.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'open_arm_left': [[323, 452], [412, 447], [511, 449], [591, 458], [591, 575], [522, 588], [416, 586], [324, 581], [322, 516], [323, 452]], 'open_arm_right': [[707, 460], [793, 449], [893, 452], [983, 453], [986, 515], [984, 587], [899, 590], [791, 589], [705, 577], [707, 460]], 'closed_arm_bottom': [[592, 574], [706, 576], [714, 643], [711, 740], [711, 829], [642, 828], [583, 827], [579, 749], [580, 659], [592, 574]], 'closed_arm_top': [[587, 198], [651, 196], [716, 201], [717, 291], [721, 383], [707, 458], [590, 457], [579, 381], [580, 278], [587, 198]], 'central_square': [[591, 458], [707, 459], [707, 576], [590, 575], [591, 458]]}\n" + ] + } + ], + "source": [ + "with open(\"EPM_rois.yaml\", 'r') as file:\n", + " rois = yaml.safe_load(file)\n", + "\n", + "print(rois)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, let's plot the ROIs on top of the video frame, to make sure we've got the coordinates right." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_rois_on_frame(frame: np.ndarray, rois: dict):\n", + " \"\"\"Plot ROI coordinates on top of a frame.\n", + " \n", + " Parameters\n", + " ----------\n", + " frame : np.ndarray\n", + " Frame to plot.\n", + " roi_coords : dict\n", + " dictionary mapping ROI names to 2D coordinates (x, y) in pixels.\n", + " \"\"\"\n", + " \n", + " fig, ax = plt.subplots(figsize=(7, 7))\n", + " ax.imshow(frame)\n", + " for roi_name, roi_coords in rois.items():\n", + " ax.plot(*np.array(roi_coords).T, lw=2, label=roi_name)\n", + " ax.axis(\"off\")\n", + " ax.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_rois_on_frame(frame_img, rois)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### D2. Compute time spent in each ROI\n", + "\n", + "First we define some helper functions which determine if a set of points is inside a polygon,\n", + "either for a single frame or frame-by-frame.\n", + "\n", + "We will use the `Point` and `Polygon` classes from the [`shapely`](https://shapely.readthedocs.io/en/stable/index.html) package." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "from shapely.geometry import Polygon, Point # noqa: E402" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "def polygon_contains_all_points(\n", + " roi_polygon: Polygon,\n", + " points: np.ndarray,\n", + ") -> bool:\n", + " \"\"\"Return true if all points are within a polygon.\n", + " \n", + " Parameters\n", + " ----------\n", + " roi_polygon : shapely.geometry.Polygon\n", + " Polygon to check.\n", + " points : np.ndarray\n", + " 2D array of (x, y) points to check.\n", + "\n", + " Returns\n", + " -------\n", + " bool\n", + " True if all points are within the polygon.\n", + " \"\"\"\n", + " return np.all([roi_polygon.contains(Point(point)) for point in points])\n", + "\n", + "\n", + "def polygon_contains_all_points_framewise(\n", + " roi_polygon: Polygon,\n", + " point_timeseries: np.ndarray,\n", + ") -> np.ndarray:\n", + " \"\"\"\n", + " Return a boolean mask indicating whether all points are within the polygon\n", + " for each frame.\n", + "\n", + " Parameters\n", + " ----------\n", + " roi_polygon : shapely.geometry.Polygon\n", + " Polygon to check.\n", + " point_timeseries : np.ndarray\n", + " 3D array of (n_frames, x, y) points to check.\n", + " \n", + " Returns\n", + " -------\n", + " np.ndarray\n", + " Boolean mask indicating whether all points are within the polygon\n", + " for each frame.\n", + " \"\"\"\n", + " return np.array(\n", + " [polygon_contains_all_points(roi_polygon, fr) for fr in point_timeseries]\n", + " )\n", + "\n", + "\n", + "# sanity check\n", + "test_polygon = Polygon([[0, 0], [1, 0], [1, 1], [0, 1]]) # unit square\n", + "test_point_timeseries = np.array([\n", + " # all points are inside the square for the first frame\n", + " [[0.5, 0.5], [0.6, 0.3], [0.2, 0.7]],\n", + " # one point is outside the square for the second frame\n", + " [[1.5, 1.5], [0.6, 0.3], [0.2, 0.7]],\n", + "])\n", + "test_array = polygon_contains_all_points_framewise(test_polygon, test_point_timeseries)\n", + "assert np.all(test_array == np.array([True, False]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can compute which ROI was occupied at each frame, and derive the relative time spent in open vs closed arms." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "def open_to_closed_arms_ratio(\n", + " data: xr.DataArray,\n", + " rois: dict,\n", + " individual: str,\n", + " needed_keypoints: list,\n", + " time_range: tuple | None = None,\n", + ") -> float:\n", + " \"\"\"\n", + " Calculate the ratio of time spent in open arms vs closed arms.\n", + "\n", + " Parameters\n", + " ----------\n", + " data : xr.DataArray\n", + " Array contain position data.\n", + " rois : dict\n", + " Dictionary mapping ROI names to 2D coordinates (x, y) in pixels.\n", + " individual : str\n", + " Name of the individual\n", + " needed_keypoints : list\n", + " List of keypoints that must be within the ROI\n", + " time_range : tuple, optional\n", + " Start and end time of the trajectory to plot (in seconds).\n", + " If None, the entire trajectory will be plotted.\n", + "\n", + " Returns\n", + " -------\n", + " float\n", + " Ratio of time spent in open arms vs closed arms.\n", + " \"\"\"\n", + "\n", + " # Convert ROI coordinates to Shapely polygons\n", + " roi_polygons = {roi_name: Polygon(roi_coords) for roi_name, roi_coords in rois.items()}\n", + "\n", + " # Select the appropriate data\n", + " data = data.sel(individuals=individual, keypoints=needed_keypoints)\n", + " if time_range is not None:\n", + " data = data.sel(time=slice(*time_range))\n", + "\n", + " # Calculate the boolean mask for each ROI (True if all needed keypoints are within the ROI)\n", + " roi_masks = {\n", + " roi_name: polygon_contains_all_points_framewise(roi_polygon, data.values)\n", + " for roi_name, roi_polygon in roi_polygons.items()\n", + " }\n", + "\n", + " # Calculate the ratio of frames spent in open vs closed arms\n", + " num_frames_in_open = (roi_masks[\"open_arm_left\"] | roi_masks[\"open_arm_right\"]).sum()\n", + " num_frames_in_closed = (roi_masks[\"closed_arm_top\"] | roi_masks[\"closed_arm_bottom\"]).sum()\n", + "\n", + " return num_frames_in_open / num_frames_in_closed\n" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Open to closed arms ratio: 1.0581512605042016\n" + ] + } + ], + "source": [ + "result_sleap_video1 = open_to_closed_arms_ratio(\n", + " ds_sleap_video1.position_smooth, # use the \"clean\" position data\n", + " rois=rois,\n", + " individual=\"individual_0\",\n", + " needed_keypoints=[\"centre\"],\n", + " time_range=(1 * 60, 10 * 60)\n", + ")\n", + "\n", + "print(\"Open to closed arms ratio:\", result_sleap_video1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## E. Put it all together\n", + "\n", + "Combine the above steps into a single function that takes as input an xarray dataset containing predicted poses and outputs the ratio of time spent in open vs closed arms.\n", + "\n", + "Optionally, you can also plot a keypoint trajectory over the video frame." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [], + "source": [ + "def analyse_video_predictions(\n", + " ds: xr.Dataset,\n", + " time_range: tuple,\n", + " rois: dict,\n", + " individual: str,\n", + " needed_keypoints: list,\n", + " confidence_threshold: float = 0.6,\n", + " interp_max_gap: float = 30,\n", + " median_filter_window: int = 5,\n", + " plot: bool = False,\n", + " plot_keypoint: str = \"centre\",\n", + " plot_frame: np.ndarray = None,\n", + ") -> float:\n", + "\n", + " # restrict to time range, if provided\n", + " if time_range:\n", + " ds = ds.sel(time=slice(*time_range))\n", + " \n", + " # filter by confidence threshold\n", + " ds[\"position_thresh\"] = filter_by_confidence(\n", + " ds.position, ds.confidence, threshold=confidence_threshold, print_report=False\n", + " )\n", + " # interpolate over missing values (NaNs) for gaps of up to max_gap seconds\n", + " ds[\"position_interp\"] = interpolate_over_time(\n", + " ds.position_thresh, method=\"linear\", max_gap=interp_max_gap, print_report=False\n", + " )\n", + " # apply median filter to smooth the data\n", + " ds[\"position_smooth\"] = median_filter(\n", + " ds.position_interp, window=median_filter_window, print_report=False\n", + " )\n", + "\n", + " if plot:\n", + " plot_trajectory(\n", + " ds.position_smooth,\n", + " individual=individual,\n", + " keypoint=plot_keypoint,\n", + " frame=plot_frame,\n", + " )\n", + "\n", + " # calculate the ratio of time spent in open vs closed arms\n", + " return open_to_closed_arms_ratio(\n", + " ds.position_smooth,\n", + " rois=rois,\n", + " individual=individual,\n", + " needed_keypoints=needed_keypoints,\n", + " )\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For example this is how we can apply the function to the second video's SLEAP predictions:" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Open to closed arms ratio: 1.7210087818058997\n" + ] + }, + { + "data": { + "image/png": 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ds_sleap_video2 = load_poses.from_file(\n", + " video2_sleap_preds_file, source_software=\"SLEAP\", fps=30\n", + ")\n", + "\n", + "result_sleap_video2 = analyse_video_predictions(\n", + " ds_sleap_video2,\n", + " time_range=(1 * 60, 10 * 60),\n", + " rois=rois,\n", + " individual=\"individual_0\",\n", + " needed_keypoints=[\"centre\"],\n", + " confidence_threshold=0.6,\n", + " interp_max_gap=30,\n", + " median_filter_window=5,\n", + " plot=True,\n", + " plot_keypoint=\"centre\",\n", + " plot_frame=plt.imread(video2_frame_file),\n", + ")\n", + "\n", + "print(\"Open to closed arms ratio:\", result_sleap_video2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
    \n", + "\n", + "Exercise 5: Compute time spent in open vs closed arms\n", + "\n", + "- Use the `analyse_video_predictions()` function to compute the ratio of time spent in open vs closed arms for each video and software package.\n", + "- Which mouse (`sub-01` or `sub-02`) was more anxious? Do SLEAP and DeepLabCut agree?\n" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DLC results:\n", + "\tVideo 1: 1.0959810072918432\n", + "\tVideo 2: 1.785345021353113\n", + "SLEAP results:\n", + "\tVideo 1: 1.0581512605042016\n", + "\tVideo 2: 1.7210087818058997\n" + ] + } + ], + "source": [ + "common_parameters = {\n", + " \"time_range\": (1 * 60, 10 * 60),\n", + " \"rois\": rois,\n", + " \"individual\": \"individual_0\",\n", + " \"needed_keypoints\": [\"centre\"],\n", + " \"interp_max_gap\": 30,\n", + " \"median_filter_window\": 5,\n", + " \"plot\": False,\n", + "}\n", + "\n", + "ds_dlc_video2 = load_poses.from_file(\n", + " video2_dlc_preds_file, source_software=\"DeepLabCut\", fps=30\n", + ")\n", + "\n", + "print(\"DLC results:\")\n", + "for i, dlc_video in enumerate([ds_dlc_video1, ds_dlc_video2]):\n", + " result_dlc = analyse_video_predictions(\n", + " dlc_video,\n", + " confidence_threshold=0.95,\n", + " **common_parameters\n", + " )\n", + " print(f\"\\tVideo {i+1}: \", result_dlc)\n", + "\n", + "print(\"SLEAP results:\")\n", + "for i, sleap_video in enumerate([ds_sleap_video1, ds_sleap_video2]):\n", + " result_sleap = analyse_video_predictions(\n", + " sleap_video,\n", + " confidence_threshold=0.6,\n", + " **common_parameters\n", + " )\n", + " print(f\"\\tVideo {i+1}: \", result_sleap)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Conclusion:**\n", + "- Analysis results are quite consistent between DeepLabCut and SLEAP.\n", + "- `sub-02` (from Video 2) spent much more time in the open arms than `sub-01` (from Video 1), suggesting that `sub-02` was less anxious / more exploratory." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## F. Bonus: Compute kinematics\n", + "\n", + "`movement` also provides functions to compute velocity and acceleration, which\n", + "are the 1st and 2nd time derivatives of the position data.\n", + "\n", + "See the [Compute and visualise kinematics example](https://movement.neuroinformatics.dev/examples/compute_kinematics.html#sphx-glr-examples-compute-kinematics-py)\n", + "for more information." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [], + "source": [ + "from movement.analysis.kinematics import compute_velocity, compute_acceleration # noqa: E402\n", + "from movement.utils.vector import compute_norm # noqa: E402" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset> Size: 6MB\n",
    +       "Dimensions:          (time: 18485, individuals: 1, keypoints: 6, space: 2)\n",
    +       "Coordinates:\n",
    +       "  * time             (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1\n",
    +       "  * individuals      (individuals) <U12 48B 'individual_0'\n",
    +       "  * keypoints        (keypoints) <U9 216B 'snout' 'left_ear' ... 'tail_end'\n",
    +       "  * space            (space) <U1 8B 'x' 'y'\n",
    +       "Data variables:\n",
    +       "    position         (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    confidence       (time, individuals, keypoints) float32 444kB nan ... 0.7607\n",
    +       "    position_thresh  (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    position_interp  (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    position_smooth  (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    velocity         (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "    acceleration     (time, individuals, keypoints, space) float32 887kB nan ...\n",
    +       "Attributes:\n",
    +       "    fps:              30.0\n",
    +       "    time_unit:        seconds\n",
    +       "    source_software:  SLEAP\n",
    +       "    source_file:      /Users/nsirmpilatze/Data/behav-analysis-course/mouse-EP...\n",
    +       "    ds_type:          poses
    " + ], + "text/plain": [ + " Size: 6MB\n", + "Dimensions: (time: 18485, individuals: 1, keypoints: 6, space: 2)\n", + "Coordinates:\n", + " * time (time) float64 148kB 0.0 0.03333 0.06667 ... 616.1 616.1\n", + " * individuals (individuals) ,\n", + " ]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "centre_velocity = ds_sleap_video1.velocity.sel(\n", + " individuals=\"individual_0\",\n", + " keypoints=\"centre\",\n", + " time=slice(1 * 60, 10 * 60),\n", + ")\n", + "centre_velocity.plot.line(x=\"time\", hue=\"space\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Speed can be defined as the magnitude (norm) of the velocity vector." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    <xarray.DataArray 'velocity' (time: 16201)> Size: 65kB\n",
    +       "1.578 3.19 3.19 0.0 0.3397 0.7767 0.6949 ... 93.11 95.27 133.8 105.7 80.96 140.2\n",
    +       "Coordinates:\n",
    +       "  * time         (time) float64 130kB 60.0 60.03 60.07 ... 599.9 600.0 600.0\n",
    +       "    individuals  <U12 48B 'individual_0'\n",
    +       "    keypoints    <U9 36B 'centre'
    " + ], + "text/plain": [ + " Size: 65kB\n", + "1.578 3.19 3.19 0.0 0.3397 0.7767 0.6949 ... 93.11 95.27 133.8 105.7 80.96 140.2\n", + "Coordinates:\n", + " * time (time) float64 130kB 60.0 60.03 60.07 ... 599.9 600.0 600.0\n", + " individuals " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "centre_speed.plot.line(x=\"time\")\n", + "plt.xlabel(\"time (s)\")\n", + "plt.ylabel(\"speed (pixels/s)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -3330,7 +5332,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.11.10" } }, "nbformat": 4, diff --git a/notebooks/EPM_rois.yaml b/notebooks/EPM_rois.yaml new file mode 100644 index 0000000..6e8475d --- /dev/null +++ b/notebooks/EPM_rois.yaml @@ -0,0 +1,54 @@ +open_arm_left: + - [323, 452] + - [412, 447] + - [511, 449] + - [591, 458] + - [591, 575] + - [522, 588] + - [416, 586] + - [324, 581] + - [322, 516] + - [323, 452] + +open_arm_right: + - [707, 460] + - [793, 449] + - [893, 452] + - [983, 453] + - [986, 515] + - [984, 587] + - [899, 590] + - [791, 589] + - [705, 577] + - [707, 460] + +closed_arm_bottom: + - [592, 574] + - [706, 576] + - [714, 643] + - [711, 740] + - [711, 829] + - [642, 828] + - [583, 827] + - [579, 749] + - [580, 659] + - [592, 574] + +closed_arm_top: + - [587, 198] + - [651, 196] + - [716, 201] + - [717, 291] + - [721, 383] + - [707, 458] + - [590, 457] + - [579, 381] + - [580, 278] + - [587, 198] + +central_square: + - [591, 458] + - [707, 459] + - [707, 576] + - [590, 575] + - [591, 458]