diff --git a/disk_live_wire_test.py b/disk_live_wire_test.py
new file mode 100644
index 0000000000000000000000000000000000000000..ee162cb7f1d65273c90970bda4c684e8d723c96a
--- /dev/null
+++ b/disk_live_wire_test.py
@@ -0,0 +1,197 @@
+import time
+import cv2
+import numpy as np
+import matplotlib.pyplot as plt
+from skimage import exposure
+from skimage.filters import gaussian
+from skimage.feature import canny
+from skimage.graph import route_through_array
+from scipy.signal import convolve2d
+
+#### Helper functions ####
+
+def load_image(path, type):
+    """
+    Load an image in either gray or color mode (then convert color to gray).
+    """
+    if type == 'gray':
+        img = cv2.imread(path, cv2.IMREAD_GRAYSCALE)
+        if img is None:
+            raise FileNotFoundError(f"Could not read {path}")
+    elif type == 'color':
+        img = cv2.imread(path, cv2.IMREAD_COLOR)
+        if img is None:
+            raise FileNotFoundError(f"Could not read {path}")
+        else:
+            img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+    else:
+        raise ValueError("type must be 'gray' or 'color'")
+    return img
+
+def downscale(img, points, scale_percent):
+    """
+    Downsample `img` to `scale_percent` size and scale the given points accordingly.
+    Returns (downsampled_img, (scaled_seed, scaled_target)).
+    """
+    if scale_percent == 100:
+        return img, (tuple(points[0]), tuple(points[1]))
+    else:
+        # Compute new dimensions
+        width = int(img.shape[1] * scale_percent / 100)
+        height = int(img.shape[0] * scale_percent / 100)
+        new_dimensions = (width, height)
+
+        # Downsample
+        downsampled_img = cv2.resize(img, new_dimensions, interpolation=cv2.INTER_AREA)
+
+        # Scaling factors
+        scale_x = width / img.shape[1]
+        scale_y = height / img.shape[0]
+
+        # Scale the points (x, y)
+        seed_xy = tuple(points[0])
+        target_xy = tuple(points[1])
+        scaled_seed_xy = (int(seed_xy[0] * scale_x), int(seed_xy[1] * scale_y))
+        scaled_target_xy = (int(target_xy[0] * scale_x), int(target_xy[1] * scale_y))
+
+        return downsampled_img, (scaled_seed_xy, scaled_target_xy)
+
+def compute_cost(image, sigma=3.0, disk_size=15):
+    """
+    Smooth the image, run Canny edge detection, then invert the edge map into a cost image.
+    """
+
+    # Apply histogram equalization
+    image_contrasted = exposure.equalize_adapthist(image, clip_limit=0.01)
+
+    # Apply smoothing
+    smoothed_img = gaussian(image_contrasted, sigma=sigma)
+
+    # Apply Canny edge detection
+    canny_img = canny(smoothed_img)
+
+    # Do disk thing
+    binary_img = canny_img
+    k_size = 17
+    kernel = circle_edge_kernel(k_size=disk_size)
+    convolved = convolve2d(binary_img, kernel, mode='same', boundary='fill')
+
+
+    # Create cost image
+    cost_img = (convolved.max() - convolved)**4  # Invert edges: higher cost where edges are stronger
+
+    return cost_img, canny_img
+
+def backtrack_pixels_on_image(img_color, path_coords, bgr_color=(0, 0, 255)):
+    """
+    Color the path on the (already converted BGR) image in the specified color.
+    `path_coords` should be a list of (row, col) or (y, x).
+    """
+    for (row, col) in path_coords:
+        img_color[row, col] = bgr_color
+    return img_color
+
+
+
+def circle_edge_kernel(k_size=5, radius=None):
+    """
+    Create a k_size x k_size array whose values increase linearly
+    from 0 at the center to 1 at the circle boundary (radius).
+
+    Parameters
+    ----------
+    k_size : int
+        The size (width and height) of the kernel array.
+    radius : float, optional
+        The circle's radius. By default, set to (k_size-1)/2.
+
+    Returns
+    -------
+    kernel : 2D numpy array of shape (k_size, k_size)
+        The circle-edge-weighted kernel.
+    """
+    if radius is None:
+        # By default, let the radius be half the kernel size
+        radius = (k_size - 1) / 2
+
+    # Create an empty kernel
+    kernel = np.zeros((k_size, k_size), dtype=float)
+
+    # Coordinates of the center
+    center = radius  # same as (k_size-1)/2 if radius is default
+
+    # Fill the kernel
+    for y in range(k_size):
+        for x in range(k_size):
+            dist = np.sqrt((x - center)**2 + (y - center)**2)
+            if dist <= radius:
+                # Weight = distance / radius => 0 at center, 1 at boundary
+                kernel[y, x] = dist / radius
+
+    return kernel
+
+
+
+
+
+
+#### Main Script ####
+def main():
+    # Define input parameters
+    image_path = 'agamodon_slice.png'
+    image_type = 'gray'        # 'gray' or 'color'
+    downscale_factor = 100     # % of original size
+    points_path = 'agamodonPoints.npy'
+
+    # Load image
+    image = load_image(image_path, image_type)
+
+    # Load seed and target points
+    points = np.int0(np.round(np.load(points_path)))  # shape: (2, 2), i.e. [[x_seed, y_seed], [x_target, y_target]]
+
+    # Downscale image and points
+    scaled_image, scaled_points = downscale(image, points, downscale_factor)
+    seed, target = scaled_points  # Each is (x, y)
+
+    # Convert to row,col for scikit-image (which uses (row, col) = (y, x))
+    seed_rc = (seed[1], seed[0])
+    target_rc = (target[1], target[0])
+
+    # Compute cost image
+    cost_image, canny_img = compute_cost(scaled_image, disk_size=17)
+
+
+    # Find path using route_through_array
+    # route_through_array expects: route_through_array(image, start, end, fully_connected=True/False)
+    start_time = time.time()
+    path_rc, cost = route_through_array(
+        cost_image, 
+        start=seed_rc, 
+        end=target_rc, 
+        fully_connected=True
+    )
+    end_time = time.time()
+
+    print(f"Elapsed time for pathfinding: {end_time - start_time:.3f} seconds")
+
+    # Convert single-channel image to BGR for coloring
+    color_img = cv2.cvtColor(scaled_image, cv2.COLOR_GRAY2BGR)
+
+    # Draw path. `path_rc` is a list of (row, col).
+    # If you want to mark it in red, do (0,0,255) because OpenCV uses BGR format.
+    color_img = backtrack_pixels_on_image(color_img, path_rc, bgr_color=(0, 0, 255))
+
+    # Display results
+    plt.figure(figsize=(20, 8))
+    plt.subplot(1, 2, 1)
+    plt.title("Cost image")
+    plt.imshow(cost_image, cmap='gray')
+
+    plt.subplot(1, 2, 2)
+    plt.title("Path from Seed to Target")
+    # Convert BGR->RGB for pyplot
+    plt.imshow(color_img[..., ::-1])
+    plt.show()
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/live_wire.py b/live_wire.py
new file mode 100644
index 0000000000000000000000000000000000000000..46eb2dd0a8ba0e438d04b7c5a1055c1a4e4bba46
--- /dev/null
+++ b/live_wire.py
@@ -0,0 +1,156 @@
+import time
+import cv2
+import numpy as np
+import matplotlib.pyplot as plt
+from skimage import exposure
+from skimage.filters import gaussian
+from skimage.feature import canny
+from skimage.graph import route_through_array
+
+#### Helper functions ####
+
+def load_image(path, type):
+    """
+    Load an image in either gray or color mode (then convert color to gray).
+    """
+    if type == 'gray':
+        img = cv2.imread(path, cv2.IMREAD_GRAYSCALE)
+        if img is None:
+            raise FileNotFoundError(f"Could not read {path}")
+    elif type == 'color':
+        img = cv2.imread(path, cv2.IMREAD_COLOR)
+        if img is None:
+            raise FileNotFoundError(f"Could not read {path}")
+        else:
+            img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+    else:
+        raise ValueError("type must be 'gray' or 'color'")
+    return img
+
+def downscale(img, points, scale_percent):
+    """
+    Downsample `img` to `scale_percent` size and scale the given points accordingly.
+    Returns (downsampled_img, (scaled_seed, scaled_target)).
+    """
+    if scale_percent == 100:
+        return img, (tuple(points[0]), tuple(points[1]))
+    else:
+        # Compute new dimensions
+        width = int(img.shape[1] * scale_percent / 100)
+        height = int(img.shape[0] * scale_percent / 100)
+        new_dimensions = (width, height)
+
+        # Downsample
+        downsampled_img = cv2.resize(img, new_dimensions, interpolation=cv2.INTER_AREA)
+
+        # Scaling factors
+        scale_x = width / img.shape[1]
+        scale_y = height / img.shape[0]
+
+        # Scale the points (x, y)
+        seed_xy = tuple(points[0])
+        target_xy = tuple(points[1])
+        scaled_seed_xy = (int(seed_xy[0] * scale_x), int(seed_xy[1] * scale_y))
+        scaled_target_xy = (int(target_xy[0] * scale_x), int(target_xy[1] * scale_y))
+
+        return downsampled_img, (scaled_seed_xy, scaled_target_xy)
+
+def compute_cost(image, sigma=3.0, epsilon=1e-5):
+    """
+    Smooth the image, run Canny edge detection, then invert the edge map into a cost image.
+    """
+
+    # Apply histogram equalization
+    image_contrasted = exposure.equalize_adapthist(image, clip_limit=0.01)
+
+    # Apply smoothing
+    smoothed_img = gaussian(image_contrasted, sigma=sigma)
+
+    # Apply Canny edge detection
+    canny_img = canny(smoothed_img)
+
+    # Create cost image
+    cost_img = 1.0 / (canny_img + epsilon)  # Invert edges: higher cost where edges are stronger
+
+    return cost_img, canny_img
+
+def backtrack_pixels_on_image(img_color, path_coords, bgr_color=(0, 0, 255)):
+    """
+    Color the path on the (already converted BGR) image in the specified color.
+    `path_coords` should be a list of (row, col) or (y, x).
+    """
+    for (row, col) in path_coords:
+        img_color[row, col] = bgr_color
+    return img_color
+
+def export_path(path_coords, path_name):
+    """
+    Export the path to a np array.
+    """
+    np.save(path_name, path_coords)
+    return None
+
+
+#### Main Script ####
+def main():
+    # Define input parameters
+    image_path = 'agamodon_slice.png'
+    image_type = 'gray'        # 'gray' or 'color'
+    downscale_factor = 100     # % of original size
+    points_path = 'agamodonPoints.npy'
+
+    # Load image
+    image = load_image(image_path, image_type)
+
+    # Load seed and target points
+    points = np.int0(np.round(np.load(points_path)))  # shape: (2, 2), i.e. [[x_seed, y_seed], [x_target, y_target]]
+
+    # Downscale image and points
+    scaled_image, scaled_points = downscale(image, points, downscale_factor)
+    seed, target = scaled_points  # Each is (x, y)
+
+    # Convert to row,col for scikit-image (which uses (row, col) = (y, x))
+    seed_rc = (seed[1], seed[0])
+    target_rc = (target[1], target[0])
+
+    # Compute cost image
+    cost_image, canny_img = compute_cost(scaled_image)
+
+    # Find path using route_through_array
+    # route_through_array expects: route_through_array(image, start, end, fully_connected=True/False)
+    start_time = time.time()
+    path_rc, cost = route_through_array(
+        cost_image, 
+        start=seed_rc, 
+        end=target_rc, 
+        fully_connected=True
+    )
+    end_time = time.time()
+
+    print(f"Elapsed time for pathfinding: {end_time - start_time:.3f} seconds")
+
+    # Convert single-channel image to BGR for coloring
+    color_img = cv2.cvtColor(scaled_image, cv2.COLOR_GRAY2BGR)
+
+    # Draw path. `path_rc` is a list of (row, col).
+    # If you want to mark it in red, do (0,0,255) because OpenCV uses BGR format.
+    color_img = backtrack_pixels_on_image(color_img, path_rc, bgr_color=(0, 0, 255))
+
+
+    # Export path
+    export_path(path_rc, 'agamodonPath.npy')
+
+    # Display results
+    plt.figure(figsize=(20, 8))
+    plt.subplot(1, 2, 1)
+    plt.title("Cost image")
+    plt.imshow(cost_image, cmap='gray')
+
+    plt.subplot(1, 2, 2)
+    plt.title("Path from Seed to Target")
+    # Convert BGR->RGB for pyplot
+    plt.imshow(color_img[..., ::-1])
+    plt.show()
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/ridge_center_test.ipynb b/ridge_center_test.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..fcbd8f1dc86ab01eb5cfe73ca45e72702199eb0b
--- /dev/null
+++ b/ridge_center_test.ipynb
@@ -0,0 +1,478 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from live_wire import load_image\n",
+    "import matplotlib.pyplot as plt\n",
+    "import time\n",
+    "import cv2\n",
+    "import numpy as np\n",
+    "from skimage.filters import gaussian, sato\n",
+    "from skimage.feature import canny\n",
+    "from skimage.graph import route_through_array\n",
+    "from skimage.filters import frangi\n",
+    "from skimage.morphology import skeletonize"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "## NO LONGER INVERSE (NOT 1/...)\n",
+    "def compute_cost(image, sigma=1.0, epsilon=1e-1):\n",
+    "    \"\"\"\n",
+    "    Smooth the image, run Canny edge detection, then invert the edge map into a cost image.\n",
+    "    \"\"\"\n",
+    "\n",
+    "    smoothed_img = gaussian(image, sigma=sigma)\n",
+    "    canny_img = sato(smoothed_img)\n",
+    "\n",
+    "    canny_thresh = canny_img > 0.05\n",
+    "\n",
+    "    skeleton = skeletonize(canny_thresh)\n",
+    "\n",
+    "    cost_img = 1 /(skeleton + epsilon)  # Invert edges: higher cost where edges are stronger\n",
+    "    return cost_img, canny_img"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x600 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "image = load_image('new_image.png', 'gray')\n",
+    "\n",
+    "cost_img, canny_img = compute_cost(image)\n",
+    "\n",
+    "\n",
+    "plt.figure(figsize=(12, 6))\n",
+    "plt.subplot(1, 2, 1)\n",
+    "plt.imshow(canny_img, cmap='gray')\n",
+    "plt.title('Canny edge detection')\n",
+    "plt.colorbar(label='Pixel Intensity')\n",
+    "\n",
+    "plt.subplot(1, 2, 2)\n",
+    "plt.imshow(cost_img, cmap='gray')\n",
+    "plt.title('Cost image')\n",
+    "plt.colorbar(label='Pixel Intensity')\n",
+    "\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 81,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1e6299dbf10>"
+      ]
+     },
+     "execution_count": 81,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "canny_thresh = canny_img > 0.08\n",
+    "\n",
+    "plt.imshow(canny_thresh, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from scipy.ndimage import binary_erosion\n",
+    "\n",
+    "eroded_canny_thresh = binary_erosion(canny_thresh, structure=np.ones((4,4)))\n",
+    "\n",
+    "plt.imshow(eroded_canny_thresh, cmap='gray')\n",
+    "plt.title('Eroded Canny Threshold')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 88,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.morphology import skeletonize\n",
+    "\n",
+    "skeleton = skeletonize(eroded_canny_thresh)\n",
+    "\n",
+    "plt.imshow(skeleton, cmap='gray')\n",
+    "plt.title('Skeletonized Image')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## DISK TEST"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 91,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1e6298ce050>"
+      ]
+     },
+     "execution_count": 91,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "image = load_image('agamodon_slice.png', 'gray')\n",
+    "plt.imshow(image, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 94,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1e629ed3ac0>"
+      ]
+     },
+     "execution_count": 94,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "canny_img = canny(gaussian(image, sigma=3), sigma=1.0)\n",
+    "plt.imshow(canny_img, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 98,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from skimage import data\n",
+    "from scipy.signal import convolve2d\n",
+    "\n",
+    "# Load a sample image; replace this with your own\n",
+    "image = canny_img\n",
+    "\n",
+    "# Define kernel size (odd number preferred)\n",
+    "k_size = 21\n",
+    "\n",
+    "# Calculate the radius (half of k_size)\n",
+    "radius = (k_size - 1) / 2.0\n",
+    "\n",
+    "# Create a coordinate grid for the kernel\n",
+    "Y, X = np.ogrid[:k_size, :k_size]\n",
+    "\n",
+    "# Compute distance from the kernel's center for each point\n",
+    "dist_from_center = np.sqrt((X - radius)**2 + (Y - radius)**2)\n",
+    "\n",
+    "# Create disk-ish weights:\n",
+    "#   At the center (distance = 0) -> 1,\n",
+    "#   Decreasing linearly to 0 at the boundary of the disk\n",
+    "kernel = np.maximum(0, 1 - dist_from_center / radius)\n",
+    "\n",
+    "# Normalize so the kernel sums to 1\n",
+    "kernel /= kernel.sum()\n",
+    "\n",
+    "# Convolve the image with this disk-ish kernel\n",
+    "convolved_image = convolve2d(image, kernel, mode='same', boundary='symm')\n",
+    "\n",
+    "# Visualize the results\n",
+    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 5))\n",
+    "\n",
+    "ax1.imshow(image, cmap='gray')\n",
+    "ax1.set_title('Original Image')\n",
+    "ax1.axis('off')\n",
+    "\n",
+    "ax2.imshow(convolved_image, cmap='gray')\n",
+    "ax2.set_title('Convolved with Disk-ish Kernel')\n",
+    "ax2.axis('off')\n",
+    "\n",
+    "plt.tight_layout()\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 99,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "def circle_edge_kernel(k_size=5, radius=None):\n",
+    "    \"\"\"\n",
+    "    Create a k_size x k_size array whose values increase linearly\n",
+    "    from 0 at the center to 1 at the circle boundary (radius).\n",
+    "\n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    k_size : int\n",
+    "        The size (width and height) of the kernel array.\n",
+    "    radius : float, optional\n",
+    "        The circle's radius. By default, set to (k_size-1)/2.\n",
+    "\n",
+    "    Returns\n",
+    "    -------\n",
+    "    kernel : 2D numpy array of shape (k_size, k_size)\n",
+    "        The circle-edge-weighted kernel.\n",
+    "    \"\"\"\n",
+    "    if radius is None:\n",
+    "        # By default, let the radius be half the kernel size\n",
+    "        radius = (k_size - 1) / 2\n",
+    "\n",
+    "    # Create an empty kernel\n",
+    "    kernel = np.zeros((k_size, k_size), dtype=float)\n",
+    "\n",
+    "    # Coordinates of the center\n",
+    "    center = radius  # same as (k_size-1)/2 if radius is default\n",
+    "\n",
+    "    # Fill the kernel\n",
+    "    for y in range(k_size):\n",
+    "        for x in range(k_size):\n",
+    "            dist = np.sqrt((x - center)**2 + (y - center)**2)\n",
+    "            if dist <= radius:\n",
+    "                # Weight = distance / radius => 0 at center, 1 at boundary\n",
+    "                kernel[y, x] = dist / radius\n",
+    "\n",
+    "    return kernel\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 109,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1200x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from scipy.signal import convolve2d\n",
+    "\n",
+    "# 1) Create a simple binary image\n",
+    "binary_img = canny_img\n",
+    "\n",
+    "# 2) Create the edge-weighted circular kernel\n",
+    "k_size = 15\n",
+    "kernel = circle_edge_kernel(k_size=k_size)\n",
+    "\n",
+    "# 3) Convolve the binary image with the kernel\n",
+    "# mode='same' => output is the same size as the image\n",
+    "convolved = convolve2d(binary_img, kernel, mode='same', boundary='fill')\n",
+    "\n",
+    "# 4) Visualize\n",
+    "fig, axes = plt.subplots(1, 3, figsize=(12, 4))\n",
+    "\n",
+    "axes[0].imshow(binary_img, cmap='gray')\n",
+    "axes[0].set_title(\"Binary Image\")\n",
+    "axes[0].axis('off')\n",
+    "\n",
+    "axes[1].imshow(kernel, cmap='viridis')\n",
+    "axes[1].set_title(\"Edge-Weighted Circular Kernel\\n(size={})\".format(k_size))\n",
+    "axes[1].axis('off')\n",
+    "\n",
+    "im = axes[2].imshow(convolved, cmap='hot')\n",
+    "axes[2].set_title(\"Convolved Result\")\n",
+    "axes[2].axis('off')\n",
+    "\n",
+    "plt.colorbar(im, ax=axes[2], fraction=0.046, pad=0.04)\n",
+    "plt.tight_layout()\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 110,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1e62e196bf0>"
+      ]
+     },
+     "execution_count": 110,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(convolved, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 114,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1e62dc0f1f0>"
+      ]
+     },
+     "execution_count": 114,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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+NBoNnJ2dCUhgegfApYclQcpljp4OMBgMSn57MBggmUwCOC9d9/l84rQJUqLRqER6gUAA6+vr0j9nPB7LdTA9RQcOXByoVx1CWuOgUzP8feaUY7EYlsulAM2rNCw+n08YHYJUM1PB97vKNNDhs7pMu/E0kKON60HrNvh6/Du/FouF/LxmMTQr5vF4DKk//p33mj8bjUYxGAzEYWvWwLx+tADXzG6Yr0EDJx1NX8ZSXHbAazCq/18Luvl7l4ET/i7ZNb1+CF61kW3V78dUidkYAFzFoNwEnPA+sxJK/x9Ts16vVwA61+9yuZSUBvenBpPUm/AZ8RqpUdKsK8H9fD5HLpfD6uoqlsslzs7OhA2lJo5+cz6fo1qtGrRkTPF2Oh25j/o5vkyQwnvBdU4QymcPwKBpoj+ieN1iUCx7ZUYq1Nx4DjBGn9ROMJ1w3TQPcAFSyKDw90gDM/IHzlMCbrcbqVQKTqcT9+7dw2QyQbfbFcGb1+s16GYIouhIvF6vAAaq/71eL1ZWVhCLxVCv1zEajeQQMVfImI2pF4IV/p2AwOfz4Tvf+Y4wPHa7Hbu7u+h2u5JGoraEouR4PI7NzU1sbW1huVyi0WgI9csSbDpZbdQwEPTx/Slu4/Mhpc0UGQA5bOx2u/zOdZyNLscmWOH/XQesMlKkfuSylAw/23XMDHguez3+nWlAAAI6gMdLpclOafpeH/Z8DlzHWiNkZpQYgevroJZFa5yuAhy8vicxZlq3xM9nZlLMAOgqcKKfEw9ife16zzIFwHQf2Tuz9sj8vLjebDab+IOrqn2eZMPhUJgsfb/1vjSvI/481w19BrU7+rkAkODJ6/XKnp/NZmi1WuJ7YrEYVlZWAED8SavVkoMeOPdv/X4fvV4P/X5fWCqK651OJ0KhkKw5fd0vU4sym82EJeHa4LohWGRKWqd1Q6HQO1Na/KxmAZRXZBQ7caPy4OCipGnHq1MANzFNq9M8Hs8TnZPH48H6+jra7bZBa0IAQCBDyjcUCqHb7YpjnUwmKBQKuHXrliFC8/l80oznOqkEs5kBAwARx+kNv1wukUgk4HQ64fV60Wg0hOXw+XwCEoDzNBjBzk2uSesUtJERYaSv7WmH1GXm8/mk0kgL6G5qrOrhIQOcH3iM5m56TWb2ywxQNDih6bSO+QAnyIvH4/JzGohqGwwGaDQaaDabku6g1oiRs05laR3FVekancrT13oVoCEg0cZqIZ/P90xgFDACUt3XBbgIVJiiMPe9eZrdlDExm8/nk34j3CtkOp5kxWJR1gYZWD6X5fJcT+T3+4VF4bPnfaPuzO12IxgMCivL6xiPx+h0OggEAo+JrdkrqdPpYDabSUlvJBLBYrEQVkb/zssEKDqN43A4pFiBa5XrjAwcATv7vbzPZgGU12Da4elUjzmqe1Zj/pYKca38Z0TFyEbrJ8LhMO7cuYNWqyWpG1YDmaslbLbzEmGXyyWfYTweYzAYPDGF8bw2HA6xt7cnTrzb7UrPBG7yyWSCYDAo1RzD4dDgDF/0NdE0CHpRxnv8LObz+aRM3dzM61mNYIdiZ7IbutT0qmvRKQAzGHnaffP5fNJTg/oFRuRMHRIoARcC4qtShjq1o+1pjNmT7FnAKF//SYD0aYzJq7KbrG3NnLBXClkYMig0roFEIiGsEitXqHFhsEH2k9U7ZHGZ2lksFigWi+h0OpJONLPPZLE1KGBa6kUDFZaUk7Vh8QH9KBlXpn8AiK+l8P59tte/6t9Dm81mGAwGhjJjh8NhqJF/VqAymUzQbrflMNb9PLrdrggN2StgsTgv7SS7kkqlcPfuXfzxH/8xPB4P2u02bDabCErNZZ4UIBKgNBoNBAKBG2kcbmJkT5ie0ZufjoipDTpCah50dcf7Zi/K0V0WUT/LazzP+6+urmJ1dRX1el0Akk4darBks9kM6QOCI4KQJ9lVjNnLtOcBpG+Smfs9ARcpRfb/qNVqAC5YDP08fD6fVHTx38vlEvV6XVJ9rMrrdrtIJBKYTqdot9toNpuoVCqiuaFOJh6PG3RPWrM0Ho+lT82LNoIosibUyPH9mRKmD2OK7n1P7wAWQHkttlgsJDfKPy/LiRO83MRhsRpH52Y1+8EoUou1zDTw2toams0mzs7O0Ol05P/ZCMlcTcHPMx6P0Ww2kc/nX4ryfDAYoFAoCAgh+DLfQwrxdApIi/AsezH2usFeIpGQv18XLL3ua36fTGuDzKYDCAJGcyrKrEfia2qAwrJlshCNRkOatwEXjewikYih7F8Hf8/LWD/NyDC7XC4D48P7oq+JYl2mDN93swDKKzKqtMfjsWExUgg7GAyEytQMypMU+2br9Xool8vo9XpCf3JTUBuh851MSZh7Ing8HnzwwQdyvWww5Pf7hXnR2hPm7ZlOajQaSCaTL5xF0VVGzOlSEDoajQyberm8aD7ndDoNc0Yse/fMerZvphGkXFbmrkuxr/IVZj0SeyzpMnNqPOx2O2q1GhqNhjBpfr8fm5ubCIfDkhY2d7rWDfdehmkRr9YZsSxci2iZoqam6n23Z1dPWXYjm8/n0vqZKRNuMN1VVkf8umfG02w6naJYLErbZy5wghsudt1Sf7FYiMDQzKKEw2Fks1lEo1FpFa8V8awE0k3Y2u226BFetA0GA7RaLWn+RiZH5+e5uVutloA/Co3z+fwbMY/DMsveN2OFHHAOJM3DH80/e5lIGoA0Z2PJsPadZIi73S6q1aoBgLAJHMEJNUvswQK83Coe+ifdc4lgjUGdbinB63xWcfy7ZBZAeUU2Ho8F3VOYxaFZGlCQkiQ4ua5qv9/vo1wuo9FoyFwa/h77BWj2ZD6fG5iFy5T+6XQasVhMrkV3OgXOUz5moSwZjhcdkZyenqLdbqPb7cowQo/HY2h4px0QAcpsNpNyZ8sss+zVG/UjTOloAGIOZvx+vwHAaD9C3R6ZWw1QKK7t9XrSDJOVMGx2xpliy+XSIPZ+2UJUBom62R4A8V0MRglgmCq/bFbS+2YWQHkFtlgs0Ol0UC6X5eAEIEJPPa1ZsyessnkagzKZTHB0dIRisSito91ut7AyuvRSo3ReRzgcvhQERSIRRKNRKffjHBs2EHK5XAiFQuj1esJWsExZO5nnNWpPOp2Ogf0he8LPRh2MBiiRSET6J1hmmWWv1siQXFZBZu46rP+k6WCH+hMGdLrRIt9juVwaxoSwio2MSb/fl07eLIuniPZlGdNRy+XyMZCiZ0rx5wDIGID3nUWxAMorsMFggLOzM+nhQMqTam5qOjTDwQqC66R3zs7O8ODBA5RKJXS7XUN1jV70bIBEcMKmT1cxKMA5SGGpJudssBeKjmSY5mGKRTdiel47PT2VskHdt6Df78sGptaE18O01Oc+9zkrtWOZZa/Y2PTwqmpEAguyKZf15tF9VFgGbC5fJkihb2Nl0HK5lCoYXsdsNkO/3xcGm6XdLxucMMXOJmz0YaxA1EEkU+SDwQCVSuXS1gjvk1kA5SUb86L1el0Od0b9bMuu2Q1+ud1uKYt9EkipVCq4d+8eyuUyhsOhAA9WuOhBWrqFNLUt6XT6ieVsXq9XopDFYoFIJCLzarSavtfrSW+CYrH4wjaWmT1hF0bqT0iD0kFRJ+N0OpHL5azUjmWWvQbT4MQ8VsAMTnQXYv19zY40Gg1DU0Cz6HY2m6FSqRhGJ7ACKJfLodfrSWdsBmlsFviyUzzm1L2+Pl4/U+5ktTudDo6Pj1Gr1d5rFsUCKC/ZRqMRSqWSHNhE0tzABBQaPFAboicKX2bVahU//OEPcXBwYBhEReOC5+uT5aCgLBQKIRAIPLHTpKZA9QwVbi72IeDm63a7KJfL2N/fNwwnfFY7PT1FqVSS9tWcXExAws8ym83Q6XQkYnG73VZqxzLLXpOxg695dADtqm7B/J6ercSvRqNx6fBM4GK6NN+HPotzsDQ7rVmUaDT60hlWBkwEV1rLR+0hu3RzECo74h4dHRlaPbxvZgGUl2iLxQK9Xk9aLpN2pHZCT+EcDAaGLpJkUDiJ12zVahWfffYZjo+PpaOmVoWzCyOjBT091el0IhgMIpvNXit6IGPBDc5yOaaQGI14PB4Mh0P0ej0cHR3h+9///nOBlF6vh729PVHmMyKig2FkoqctUxezsrIiDcUss8yyV2uaQblsZACAxwCLTgtrtoSN+MwsigYobNUAQMCJ1pYQLNEnUkT7spqzafN6vQiHwxJ00s9rLR2HA9LX8rxoNBooFArvrWDW6oPyEm06naLRaAi7wVkdRM2sf2c7duonuElDodClDEq1WsW9e/fw6NEjGTnO36M4VpeuMbrQQtd4PI5wOPzUOR3swBmNRmUMOhkZamdcLpfkTgkWhsMhPvvsM/j9fty+ffvGNf3L5RI//OEPcXR0JE2X+P9kTPTAOZ3S0mkpyyyz7NWaOb1DP8HRE6y8oXCVfZSA82pEPX6DQdxoNJKOsZo9YbuGR48ewe/3IxaLCVtNHQxgLD4AID2ngJerQaHRj/IzcbI5g1XeLzIry+VSzo3Dw0OEQiGsrq6+d71RLAblJdp0OkWv1xNaj6CBKYp+v49ut4tWq4V+v49Op4NarYZ+vy+iWV07DwC1Wg3379/H/v4+er2eNFkjg8EWybrcliIzMizRaBT5fP7auVeieg7bIitDdkSLv7RTaDab+O53v4sHDx7ciElZLpd48OABPv30UykFJCVMoHVZaofdGqPRqIx5t8wyy169XTYZmsZRGHa7HcFg0FBhQx8SCAREAKvn+dTrdRnQqI2aFj3nh7OeCIA0q/IkAe/Luh+xWAyBQODSuUBM97MS0el0CitUr9dxeHiIdrv9Sq71TTKLQXlJpnuCUJwFwDAsixuzVquh2Wyi2+0COC8bTqVScDqdcthy7PzR0RGq1apsbkYEwWBQNCcEImQ5ptMp/H4/FosFAoEA1tbWEI1Grz3lNBqNolQqSQqFTdq63a7M8SE9OR6PpQ9LNBpFq9XCn/zJn2A0GmF3d1emml5lBCff/e53ZSAcHRpFxhT5EiSxbI8MSiwWsyp3LLPsNRrBgvkLuJiPpP3AcDgUgMKfYZWO1+s1+MtQKHQlsDBrU/T/83VehzmdToRCIQSDQRH8M4jk9TG9T1/ndrsxm83QbrdxcHAAt9uNjz76SKqP3gezAMpLMqZt2EQMgLAo/X5fSuZarZYMwJvP5wiFQgImuJCpr2CnVofDgXA4LJU0pESJusmYABfldmxmlM/nkU6nbzTnwePxIBaLodlsSgnzZDKRXCrBkp4M2u/3RRszHA5x7949NJtNbG9vY21t7dIZHYvFAg8fPsR3v/td1Ot1BAIBeX1ddk0Atlwu0W634fF45LrIDllmmWWvz8ypFQZDTAMToNAP+v1+VKtVrK+vYzgcisaMPmQ6naJQKCCbzUpTM61l4aGu33s4HBpYHHNTuKvAzIsw6vJ0hWQwGEQ6nUa1WpURAKPRSLpikz1yu90ipOU19no93Lt3DwDeK5BiAZSXZNPpVFgRPaF4sVjI/3c6HZnOSS1FIpGQIWjs88HIgug/HA7L5jWnO3TDMp2vtNvtiMViWFlZuZb2xGyZTAatVgvtdlvywux7EggERDBL5oLRymKxQLvdlutpt9soFApYWVmRibI2mw2DwQB7e3s4PDyUSah0Tn6/X95Dd7RlFMI+Lk6nEysrKxZ7Ypllb4DF43FDZQ1wwYyEQiGEQiEJROr1OmKxGHq9nqG6hSJ8pnDPzs6QSCQMurvRaIR8Po+zszMDCKHIlOLU8XgsP6/7tIxGoxfiM+iPgIsBgWznwJEbqVQKuVxO5ofx53TjNrvdLlpBPfes3+9jf38fTqcTd+7cQSgUeu5rftPNAigvwWazmTQro55ED+4bDAbSG6Xb7QpKDofDyGQy0ruDYlPdsIgLNhKJSHqF9OBgMBDNi9frFa2Iz+dDPB7HxsYGMpnMM03J9Hg8yGQyaDabKJfLAC42EzelFqmOx2OJEgKBgJRbB4NBVKtV3L9/31DiR/DT6/UAQNiTZDIpG9btdqPf7wtIGQ6HCAQC8Pv9mM/nyOVyFntimWVviFHvQUaXwIMai1AoBIfDgWazifl8jnq9jlqthp2dHWFneVAXCgUJ+o6Pj5HJZAw6F619G41GACBTz4ELsS2BjWZvXoTRH3EYIABheqkPDAaD8Hq9WFlZQbfbRa1Wg9/vl0BUsy367xTU2u12NJtNPHz4EADeC5BiAZSXYNPpFNVqFfV6XboFcgowWxh3Oh2ZYMkURiaTQTKZhMfjkVLa6XSKwWAAp9MpG7DdbsPn8wmTQq2JWTnPORPBYBD5fB5ra2vP1ZQoGo0im81KKTFTSz6fD+PxGNPp1MCIUJPCnDN/hoMHW62WXDOBDlkYit48Ho+kvEgVkwLW751MJrGzs2OxJ5ZZ9gaZ1o1pFoVp6nQ6jVqtBqfTifF4jJOTE+zs7GBlZUW0bPQlbrcbBwcH6PV68Pl8wpwSoGjh7Gg0Er0ccBFMMWCif3wRwlOCEwaQwMUEY36f/j4ajYqusNlsyjwzTljW8804yJWvx2KLdruNR48ewWaz4c6dOwgGg8/9Gd5Us6p4XrAtFgvU63UcHBygVqtJWoZUJRXbHGynuyqurKwgGAwaJvZSr8ISZf4+NzyjAT39mFU8NpsNsVgMOzs7uHXr1pVTQq9rHo8H2WwWsVhM+rhoARyjo16vJ+XHui2+eSoy7weFYHQeTD+xxwk/EwVlrIIikAkGg9jc3LT6nlhm2RtiPp9PGBRd4suKGvoDv9+PZDIpaZdWqyUsKn0E+x9xvEW5XMYf/uEfolwuC0PBYMXc3I06P7/fLwCFzTKBc+b2eVgUDU60Bo+sudYfdjodFItF9Ho9bGxsYG1tzdAXi9fMe8VgLRAIIBgMwu12IxKJSNfdYrGI4+PjlzI9/k0xi0F5gcbuf3/6p3+K09NTjEYjhEIhoSlZ595oNFCtVtHpdOD3++F2u5FOp6VkmGi63+9jOBzK71PP4nK5pKuq7kxI9M2IIxaLYXd3F7du3XphKDsSiWBra0tST41Gw0CbDgYDuN1uaRhHjQybxBGAdbtdqfwZDodC+WpKlKCMfU5oup+BzWZDNptFPp+32BPLLHuDjM3HdNdnv98vAVcgEMB0OkUwGJQZZYFAAN/73veQzWalZQIA8TcMig4PD6UyMJfLIZPJwOFwIJFIiIaNBznBj+5CyxYOHo/nuQAKmRj6J92IzuFwSIUhdYJs2pnL5bC2toZut4uzszN5PeoI+TsM8pjCByBB23A4xNnZGfx+P/L5/DOl7t90swDKCzICj08++QTf//73ZSAfq24YAXAsOBuNkc4jwqeglD9DAS03Ow984EIRD8DAMlB8urGx8ULBCS2dTmM0GuHTTz9FLBYTkMLoiOkXitx0rpgdbvnnYDAQHQmjG0YUjCrYvIgtoNmIye/3I51OY2dnx5q5Y5llb5hR2O52uw1zcJiS5lDParUqU9GLxSJGoxG+973v4Sd+4iekas9msyGZTCIej6NSqYhuZTAYoFQq4c6dO4bhgQQJbCDJ/6OwdjKZCPh5ni6tuoKIQSIASb07nU5hV3SFZbVaRSwWw9bWFmazmXxuNm2jeJaz2PhaLKZgkEZGKRgMIh6P37j44U03C6A8pzHdUiwW8cMf/hCHh4cGKpF/UkkOQDrI6u+Nx2MMBgNprkYkTR0JtSkELMAFQAmFQiKUZWSysrKCnZ2dl5afXF9fx3K5xMHBAQAYJg2zmRpZFd2fhZEMNx87Pw4GAymzZqTDTa9nV7BfQiKRQCgUwvb2NnK53Ev5jJZZZtmzWywWQywWk1ldZIan06mAg3Q6jUqlglqthlAohH6/j1arhYcPHyIUCmF3d1dASjweF4ASDAYRCAQkrUuGhukbprPZ6oFVhsB5nyndbZti2ZsysLpqR/srpo/0lHeKZ/XfZ7MZYrEY1tbWMJ/PUavVREDMtBUBnW4bwc/AALharSIcDosI910yC6A8h1GwdHp6iqOjI9RqNQEhHMbHvCjFq0TTRO3MQdpsNqnsYVMisgksO6bgVoMRALLx3G43fD4fMpkM1tbWRFT7smxjYwNerxcHBwcoFovieFhNRCU+WSICFfY94GZiTwRqWZjmoQ6HbBTHBRCcfPjhh9je3n6pn9Eyyyx7dovH4yiVSnC73SIiJXuxXC4RCAQQDoeFXQkEAmg0GiiVSvijP/ojzGYzfPjhh3A6nQJ4mCpKJpPwer3w+/1wuVwIBoMol8viS0ajkUyMbzQa0vDR/PWsRr2IBikEE+bWD3o8yGQyMehsQqEQMpmMACWmxzktnoJZrZ3h3CKKiyuVCuLxuIFhfxfMAijPYDxES6USHjx4IEJWLiiKupxOJ/x+v4i9JpMJut0u5vM5otGoCFmJ/Gu1Go6Pj6X0OBqNypApajIojuXGYpqIAwBjsRjS6bShTO1lGsv9vF4visUixuMxwuGwNI1jWorXyK62ugSPYl89W4e6E6aJqM2h+n9ra8sCJ5ZZ9oZbPB5HNBqVQIPdUxmsAOeBTqPRwPHxMebzubC+7XYb3/ve97BcLvHhhx+KHiOXy4mOIxAIiIYtGAwimUyiVCqJ7kQHhdpvai3Ks2pQ2PySaSTqYwhKyBYxVT8ajeR8INPMHi+pVEr0MrVaTa6Vzd4IRljZwz+ZLh+NRiiXyyI8flfMAig3NKqxyZpwI3Q6HSwWCxF8sS08D18AUmrGdA83ViqVQiwWw/3793F2dobBYCCajEAgYJhqzBwlcDFoKhAIwOfzSSvlVz1QKhKJ4M6dO4jFYnj06BGGwyG8Xq+ADLI+bLzGdA8AEQEDxomjjDY8Ho/Qw36/H+FwGDs7O1ZaxzLL3gLzer3I5/NotVoyh4aNJFmZYrPZsLW1BbvdjkqlgnK5jOVyiXg8jkajge9///sYDAa4c+cOEomEzN4KBAJS4cKS42g0auiezX5Qg8HAMBqEtlwun3tSsE4VMX3NLrZmf0bfzXYL7A+1tbWFnZ0dAOdMObuIUy/Dz0TfzipJAiKb7XwYo57P9i6YBVBuYNPpFOVyGYeHh6jVarLw2OmVKRVuPKZ1qL7WHWV5WKdSKWQyGRG4lkolQd1er1fyqX6/X5A586fAuQNIpVLS9Oh1mdfrxcbGBqLRKA4ODtBsNqXvCcVsmqIkQCE40fdLt6wm+xQKhZDNZpHL5SxBrGWWvUXG1Eyr1YLNdj4IsNVqSZUecK5po08YDAY4OTmRMR71eh39fh/1eh35fB5Op1PSQmRvWRHIfilkLSaTCer1ugw6ZQdXAqPnbXXP4gSyMMPhUPw7tS9M9VBbqFsssCO41+vFBx98gA8++AAAsLe3h0ajIcCGLBC7amu2WQ+V7Xa7iEQiz9Xv6k0yC6Bc0yaTCU5OTiQFw9IyLkz25iD9xgOXC9blcmE8HssAwel0imw2i62tLaTTaYzHY8Tjcayvr6PT6cDn8yESiSCZTCKRSEg/EYqwmK9Np9OvhTW5ysimtFotlEolNJtN0cxQV8MZFJyvA1w0dCJA4T2cz+fwer0CTN41EZhllr3r5vV6sbOzg2aziUqlIgEWUz0+nw8ejwfr6+uiw3A4HKhWq9LHhIFMvV6H1+tFOp0WUKMbsM1mM0SjUezv76Pb7aLb7WJ1dVVKjtmV9UWZnkNGjc1gMJBmljTdq0VPKqbepFarIRaLYWNjAx988IEAnEKhIA0/PR4PUqmUVCIxdc4moCzVNrNEb7NZAOUaNp1OcXJygtPTU6ELKQjlYtF9SNi7gwuFNFy/30etVoPNZkMikUA2m0UymZRBfC6XC5lMRtA+G5Fxc+qKFtKXbwow0eb1epHNZmUKcrPZBADZdFoxT70OWZNAICCREHBe82/N17HMsrfbotEodnZ2MBqN0O/34fP5DHO0xuMxPB4Pbt++DeBi4OhisUAymUSv10O73Ybf70ej0cBsNkOhUMDu7i7y+TzcbjfC4TCGwyH29/elFUEgEEAikTC02DdXxDyv2e12RCIRzOdz9Ho9+YzD4VAqhlwulxRNkAVnF2z+XrFYRDweF6By//593Lt3D+12WwTB7HHFXig8Y6jR44gRXTX6NpsFUJ5i8/kc1WoVx8fHkuMbDAayINkVleW0AIRuI3ghY9But+FwOKQ8LpfLIRKJCCXocrlk0ZKq9Pl8Us5G5kTPbXiZEzmf17xeLzY3N5HNZtFsNg2zL7iR9M/yi/+2GBPLLHt3LJfLodls4uDgwHB4EjwwGNvd3ZWWC5VKBTabDaFQSBhpzuZhC32OAjk+Psb+/j4+/fRTaSfvcrlEaM9+VEyN6Pd/XuMwVgDSiJLgw263C6BgYElWnX1SqGEpFApoNptot9vSRVcPTIzFYlK+zN/n+cAChXfJLIDyBFsul+j1eigUCrLgSCFSS0KBFGvXKQrVlTta0c0qllwuJ1OFKXgiG8JUB9M8wPlkY1azEPiQHn0TWRRtTNEAuJZi3gIllln27pnX68X29jYGgwEqlYr4Rs2gss/T5z73OcRiMTx8+BD1eh3hcFjSIqPRSGaRTadTnJ6ewu/3S0qHrEIkEsHKygri8bgM1SMY0eM5XpS/cTgcSCaT0jKCKR6mq/UoEuBCXEvg1Wg0cHJyYgjU2BcqGo2K8DcSiYiej6CHehZq/t4VswDKE2w+n6NSqeDk5ATT6VTU0WQtnE4nIpGI1K5PJhMZsc2eJWRBGo0GhsMhVlZWREwKQMqGyS6wHwABCGk8fhEU2e12Q6ne22IW+LDMsvfXotEodnd3hTFpNptycAOQFMZsNkM+n0cgEEC/38fp6Smm0yni8Th6vR663a5BTM/gz2azYWVlBbFYDPF4HJlMRnQbPLjNE5BfdEuGaDQq40A6nY60UyDDDlz0riL7wWZ1PFN4rclkUnrFeL1eOJ1OeDweBAIBqe4Zj8fw+Xwy3V4zN2+7WQDlCuNcnePjYwELbDDGjaDr0ymM0iPCORyPfVK2t7elsRDbthOA8Pf52npwlE6FsF0zgY9e9JZZZpllb7pls1mMRiN88sknSCQS0vcDgKRf6OdyuZxMK6cGMJFIoN1uo1qtSqDGdE8ymcR8PkcsFkM2m5X+UV6vV9gVPXZDt9J/UcaZQIlEAv1+X4obKOjVAKnX66FaraLVaklTS4IWFkH0+30sl0upVuJ9YkmzHhSrmSiyK2+zWafbFUYRFlMrnKEAwDCUSU8oZlQwmUyk9TCrbdgtlUpvghO+dqfTEQaGDYnY34R9QPj6Ho8HXq8XoVDIAiiWWWbZW2ebm5sAgIODAyyXS2FEhsOhDBwlqxIMBhGNRpHL5dBoNNDpdOD1erG6uoper4fZbIZarYZkMol8Pi9p+EgkIqlzBpL0l7r1PauIXqRxOn2n00Gv1zNMogfOmfNOp4NarSaCXmoMqUfkiBO/349er2coadbpLvacYrPQWCwmnbrfZI3idcw63S4xak86nY4IXIfDoQACImKmddgBkGIov9+PSCSCaDQqotfBYIButwuHwyFlaVywo9HIoHFhCkeXpLG8WJfUsfTYMssss+xts83NTRmVwe7cLpdLQAq7qOoxF5lMBqFQSAJDMi665JjdaAlIqN3TX+xPQl/9oo0sSiaTETaDwSuDUj0Ylj1TAMj1suooEonAbrcLy062Rc/6cbvdyGQyiMViwsjkcjlEo1G5F2+jvZ1X/ZJtPp+jWCwKOqeWhAuCf+eCoQaF9FsgEMDGxgZWVlZQLpfRbreFYdGlyRTS1mo1Ua2T5qN4i+VjpPFIZ7JT7dumQbHMMssso2WzWZnyXiwW0W63hfngtF76RPYMYYDIv7PbNgCDBpCgB4BMT6cfpX+NRqMvTRfn8XiQzWYxnU7R7/cl3cLrYMdZngtsUc8KTrZl4GeYTCZot9syPZ4NQdnUk6/n8/kwm81w//59xGIx5HI5pFKptzKgtQCKyUg3kj1hjo+DpkhD6rHdrMIBzmdP/NiP/RgymQzq9brMhSAzQkaESnNSfWzGwzr9WCyGfD4Pr9cr4lk25qHK+21FxZZZZplltGg0KqMy2IWalYwsr2UwRwDCeV40shQMEv1+v7Ak1AhOJhPEYjFJr0ejUamOeRnG99DyAADCmHe7XRkGyMBTMzwsv57NZuh0Ojg6OpLKIPbbInMfDAalu26325XeK5VKBd1uF81mEysrK4hGo2/VufHCFTT/5J/8k8emRd65c0e+PxqN8Hf+zt9BIpFAMBjEz//8z6NcLr/oy3hmm8/nODs7kzbJ3CBmsVG32xXWhAs+FovhJ37iJ7C5uSnN3fr9PiaTiXQC5GbjAmu329ItkIyMy+VCNBoVxoaD9CiwYi3927TQLLPMMsuuMo7K+NEf/VFsbW1J1QpbumsmheyKPvQ1WGHjTD0LTHf35jTkXC4nzMvLMrfbjWQyiVQqhWAwiEAgIMyOz+dDIBCQ84XDAAHItY9GIxweHuKHP/whSqWSVOiw+edsNoPH40Emk5FSbGoaOfG40+ng0aNH+PTTT1EoFJ579tCrtJdywn300Uf4H//jf1y8iTpI/97f+3v4b//tv+G//tf/ikgkgq9+9av4uZ/7Ofzv//2/X8al3MiWy6Wow9kJkKkYMikECezqR3oukUhgfX1dVOflcllAB0vnKGbS6LhYLGJ/fx/NZlPETalUytBwh9oTUpwAhE2xzDLLLHtXjGxKLpfDwcEBWq2WIVgkMKFfZpqHARw1fQQp+k9WBvn9fmxubiKZTL6Sz0Sf3mg0pIcLpyDzunQBxmKxwHg8RrfbxdnZGR49eoRqtSoz2fg5WEixurqKaDRqAGQsqybDQtkCG2Sur6/L7Lg32V4KQHE6nchms4/9f7vdxr/9t/8Wv//7v4+/9Jf+EgDg3/27f4e7d+/iD//wD/GTP/mTL+Nyrm3T6RQHBweGzeB2u6UJm7mci6JYdi3c2dmBw+FAsVjE3t4eOp0O2u22IHYOqaLoazQaoVqtCsJ3uVyS2uHwP7JQXHw+nw/BYPCNmr9jmWWWWfaijMxJJBJBqVRCu92WmV48uAGILyVIASAMNI3aFQBSuJDL5V4ZOKGxRwlLnXku6MnDTO/wfBgOhygWizg9PZVqUqb4U6mUsDIcJEvpADuSk3niVPjpdIpGoyEgZXd3F8Fg8JXeh5vaSwEoDx8+lPkpX/rSl/DNb34T6+vr+O53v4vpdIovf/nL8rN37tzB+vo6vvOd71wJUCgWonU6nRd+zWzKVq1WDVU5HFjHOnZqRFgKFg6HEQ6HkcvlEAwG0W63sb+/j0qlIlU6LpdLUjxE/91uF0dHRzg8PJRR4IFAAMlkEqFQSChJTjYGIAOi/H6/ld6xzDLL3mnjqAwODGy32xgOh8hkMmi1WphMJlJKC0AalpGVoDDW5/MhFoshEokgFou99LTOVcZS5uFwKKl+siGsYGL6h72xms0m6vW6DApcWVlBNptFIBBAIBAAcH52sYcWBcd8Da/Xi8lkIukezkIje3Pr1q03GqS88FPui1/8In7v934PH3zwAYrFIr7xjW/gL/yFv4BPPvkEpVIJbrdbuqjSMpkMSqXSla/5zW9+E9/4xjde9KUarNfr4fDwUAABmRI2zgEumgjxy+v1wuPxIBQKYWVlBYPBAIeHhzg7O5NUUDQaNSBkDsE6OzvDZ599hmKxiNFohGg0ilQqhVwuJy2N+X4EKHqkuJXescwyy94H4/DRbDaLVqsl/tI824sAgE3YgHNtCsGJHkL6uszj8QgDztYSZIEo6mX7CpZac+Dh1tYWvvCFLyAUCkkr/dlsJkMJeV+Y8mIKR7eqsNls0j+FhRoffPCBVBC9afbCAcpP//RPy99/5Ed+BF/84hexsbGB//Jf/ssz57y+/vWv42tf+5r8u9PpYG1t7bmvlUb2pFarSbMbVs2QSaGIiWOt3W43gsEgQqEQMpkMAKBYLArI4XA/rcwGztFztVrFp59+isPDQ4xGI3mddDqNQCAgKSRdYsbOtcFgELFY7LVvNMsss8yyV206uCVA0Q0sWVnJzqsMIt8ko9BXz9Ehsw6cN45jwYTNZsPa2hrS6TRisZiks4LBoMzvIeAgCGG/LmpR2B+G51YgEECr1UKz2cT+/j5sNhs++OCDN1KT8tLzBNFoFLdv38be3h7+yl/5K5hMJmi1WoaFVi6XL9Ws0F428m232zg8PBS2gghUl7qR0SC7woocv9+PWCyGer2Oo6MjdLtdDAYDAJBadg70Y2rnhz/8IT755BP0+30EAgFEIhFks1mk02npgcJ2x2x9z0UdCoWseTaWWWbZe296qB4AmQpsZujfNHM6nVIwQekCB/+xnLrf7yMSiUiKi2NPAEhjt8FgIB1lC4UCJpMJMpmMlFXrbryUJ/Df0WgU/X4fg8FAhi1ubm6+tJLrZ7WX3qi/1+thf38fuVwOP/7jPw6Xy4Vvf/vb8v379+/j+PgYX/rSl172pVxqs9kMJycnqNfr0uiGKRSKZIksZ7OZjPbmw45Go5hOp9jf35eeJwQVZiNiPT4+xmg0QigUgt/vRzgcRiaTMbAnevggcI66yZ68iUjXMssss+x12pvIllxmFLFSm8heLfT97DZOppwM/GAwkD4o1K6022202220Wi3s7+/j7OxMUjmTycQgko1GoyINIMNE0fHR0RHK5bLICd4Ue+EMyt//+38fP/MzP4ONjQ0UCgX85m/+JhwOB37xF38RkUgEv/qrv4qvfe1riMfjCIfD+PVf/3V86Utfem0VPK1WC8fHx4JKdS4QgDRPczqdGA6HopSmliYYDOLo6AiVSkXKkKnYpsh2uVyiUqngwYMH2N/fx2AwkFkJHo8H+XxekC8XI+vdPR6PVO4kk0npj/KumO5lYLa3reuhZZZZZtnTjACE40p0eTAbrLE0mNPuGRyzwhSANHdjlVOj0TBUd3a7XbhcLgQCATmTlsulvA5Fuiw6efToEXw+HxKJxBvje184QDk9PcUv/uIvol6vI5VK4ad+6qfwh3/4h0ilUgCAf/Ev/gXsdjt+/ud/HuPxGF/5ylfwr//1v37Rl3Etm0wmODg4EAU0p2ayUoeVMkzrsFEQwUcwGES9Xsfh4aH8DLUi1KxwAezt7eHw8BC1Wg2TyUSGB66trWFzc1NESubBg2RyvF7vO8GeEPzxazweG/5NgKZ7G7D0zjLLLLPsXTCn04lQKIRAIIBeryf6EZ471NS4XC4MBgNMp1P0ej20Wi05K5bLJSKRCJLJJEqlErLZLCKRCBqNhrTLn0wmUtUDnOstXS6XdOXlGTcajVAoFAxDat8Ee+EA5T/9p//0xO97vV787u/+Ln73d3/3Rb/1jWw+n6NUKqFcLsNut6Pf70teUOfueHBOJhNDvxKqpdl+mO3sWcOuabmjoyMcHBygUqlILxSn04lUKoXbt28jnU7DZrPJ4CcNhhaLBXw+H1ZWVpBKpd7Kg5oRAOvyKW4bDAYi3mIzJlYqud1ugxo9EokYSvMss8wyy95WY5pH99liczWmfBgMsxN5o9FAoVBAMplEIBAQrePm5iZWVlbQarXQarVQqVQkmOVoFgASNJN5ISgCLipUz87OEIlEsLOz80boUd7bZhqdTgcPHjzAaDSSvB57nvR6PenkynkHvV4PXq9XxEx+vx/Hx8c4OzsT2k3PUKDYqVAoYG9vD+VyWZAtF9/a2hqy2ax0FdRqbgqmPB4PVldXsbq6+lbkV7VRUd/v99FqtTAYDIROpMaGjegoHOO9JhPFxkSlUgmhUAiJRELaQ1tAxTLLLHsbTRc8tFotzOdz8WnslsuJ9h6PB8PhEMPhEJVKBc1mU7SRPp9PmHYOE7x//770TgkGg+Jr3W63jEjR1UMADC30Hz58iEAggHw+/9oD4vcSoOg5OTabTSZA6kOPzXQACNJkfjAUCqFSqeDo6AiDwUDKuChcIvKs1+v47LPPcHZ2hm63a/i5tbU1bG1tIRAIYDqdGiZc8mdcLheSySTW1tZeW3OhZzEyJu12G8ViEd1uV2r1SS3q0ecUiBHpszyOfQB0rrXVaiEWi0nDJathnWWWWfa2GeerBYNBeDwe6Y6rgUooFEKn04Hf70en0xGG5ejoCOFwGKurq3J2MNCLRqP4+OOPsb+/j1ardWnFEFNHZG7YAoMgpt1u49GjRwgEAojH4681EHzvvPt8PkehUMDR0RGm0ymazaYADz5oLgQetJyfwN/vdDooFArSVpipHYITm82GRqOBH/zgB7h//76AGD7obDaLu3fvIhqNYjabycGt35vzG7a2tt6q1M58Pke320W1WsXR0ZGMGWdTIYIRM0Dh5uH4AJbQsaMiB2lx0nS73UYqlUI6nX4jqEjLLLPMspuY0+kUAWu/35czh+cK00AsqOh2u2i325hOp1hZWUEmk5H2FwCkb1coFMLa2prMgiNjz1QRcFF2zCIOvu9wOEQoFEKhUEA4HBYA9dru0Wt759dknU4H9+7dQ7vdFpU0WwZToMQUC+fl8FDtdDqGKh+XyyWdDDl9czabCTj57LPPpNkORU+rq6v4+OOPkUwmhU3gouFC8fl8SKVSkgJ6W1I70+kU5XIZpVJJGCoCP4qzCOTIElF7A0A0J2xyR2MraOB8U3e7XRlBPh6Psba2ZoEUyyyz7K0yprA9Hg/8fj/G47EhxR8MBjGbzdBqtUSL1+v1sFgs8OjRI8RiMeRyOTkfptMpQqEQ+v0+stks3G43Go2GYWAif87cd4XddweDgbzfw4cPEYvFsL6+/toC5JfeB+VNsul0iqOjIzSbTUkpMMenpwMz1aKFr7VaDa1WS8q/vF6vlID5fD6pNBmNRvjTP/1T7O/vSxtjdpTNZDK4c+cOstms6DM494fiWKfTiUgkglwuh7W1tTd6ToK28XiM4+Nj3L9/H48ePZJhWLqrrq7QoZE1stlsCAQCQjcCFyXI+meAc4pyPB5jNpvh7OwMJycnb1z9vmWWWXYz09V8T/t6F4xjUqhL1MbPyGA1HA4b+nE1Gg1hqMnak40GziUK8Xhc2Hftd202mwTHAKQ5KFtkMG3U6XRw//59tFqtV3RHHrf3hkFh1c7e3p5QWbPZDJFIRMZdOxwOASTM2S0WC2kLnMvlRCDLIYBer1eGPLHXycOHD9Hr9eQgdbvdiMVi2NrawtramtBtGgDxYA4Gg9jc3MStW7cQiURe8127no1GI+zt7eHk5AS1Wk1EXuyAqIVfdDAUgZF+1IwK50RoZoVIn2pzduUNBAI4Pj6Gx+PBysqKAeBYZpllb7bRH7BJpv4/s+mRIX6/X/zH27znKXQlQ6HbVfDzRqNRxONxVCoVOJ1OKTTY399HLBYTdoXtKdxuN3q9ngS71Jm4XC5haditfDabyWBavj+D93A4jFqthqOjo9eW6nlvAEqv18PBwYHh8GOpsH44PDzZxXUwGIjegU3TWHYcDAbloVcqFdy7dw/379+XjcbGb7FYDNvb27h7965BVU3hLRvohEIhbG9vY3d3960DJ/v7+2i326Il4WenEIwonRuDk5m73a4wUZx7xHtP8Of1eiX9xi69ZLim0yk8Hg8ODw8RDAbf+DbXlllm2bnNZjP0ej30ej10Oh2ZoTMcDg3T62kceaLbD7CXCDuuvm3m8/kQj8dRr9elmpSBGT+Px+NBJBJBOByWezMcDtHpdPDw4UP4fD6sr69LkE1wMxwOpSVGv98XNr/b7UqzUZ531AFyQnSn05Ey5v39fSQSCayurr7yVM97AVDm8zmKxSKq1Srsdju63a6kdhjd+3w+EXGyq+x4PEatVpPyVpZojUYjOBwOBAIBjEYjGf738OFDodxGo5HMRlhZWZF+J/1+X0SxRP/L5RLBYBA7Ozu4c+fOW3PITiYTPHr0CPv7++h0Ouh0OvKZCCzoOBgVzedzYVYAoN/vSw5UD/xyu93o9/uIRqOS+mKqBzjvp+N2uzEYDDAej1Gv13FycoJgMGhV9lhm2Rtu4/EY1WoVrVZLNGX8fy3kpBG46PYDbrcb5XIZwWAQ2WwW4XD4rWNUOC4lkUjIdGM2sKS/40TjfD6PwWAgnWCn0ymq1ap0gI3FYhJ885xi13KfzyeAxe/3S6DOrAHPQeot2QY/FAphOBzi8PAQkUjklZ9N74UnbzabePjwIYbDoTxcMhREncPhUFrMs19HqVRCr9dDPB6XHij9fl8ERWyKs7+/j0KhIIuBqDQUCiGfz+ODDz5ALpcTTQUPYKaWAoEA1tfXcevWrbcGnFD/cXx8jHa7jU6nI4Iv3keCr+l0KqCv3+9LtMTKHjonr9drUJI7nU4kEgnE43GZW8ReKTR22V0ulzg7O0MsFrNSPZZZ9gbbcDjE8fEx6vU62u22pHt56Jp1ajQGPsPhEP1+X9LDbPWezWaRSCQEqLwtRhalVCqh0+nAZrNJFSODaJfLhUQiIfdsPB6j3W5LcBcIBKTJJZuxMYCbTqfimyeTiVSecnQLm8Gx7Nhms0mmYDAYwOv1olarCRh8lff27XmKz2iM8rmgh8OhHIREqFrlvFgsUKlUUC6XcXZ2hlQqJQ1r+EA9Hg/6/T4ePnwofT46nY7kAUejEcLhMLLZLFZXV5HL5WR4EwBpPay7xG5ubiIWi73mu3U9WywWqFarODg4QLValeombgDmTglO6FBarRZqtZqhKR3BCcXGbEhUrVbh9XpRKBQQi8Wws7ODjY0NEXDpTr/T6VQ21NnZGcLhsDTas8wyy94cG4/H4jc5XoSsNcEJAzmtQ6FOTevQmBJ2Op3o9XqSjs9kMshkMm9NZZ/D4UAqlcLKyopUJupxJ6y2CYVCuH37tjQFHY1GGI/H6HQ6kuLe2toyAAiv14vhcCjpHYIRptdnsxk8Ho/oIFkoQpDTbrfhdruFRUkmk0gkEq/s3rzTAGU+n6NcLqNSqUg/E1bUEB2S8aA2olar4ezsDKVSCR6PBzs7O5LPo6Co3+/j/v372NvbQ6fTkVJkbrhQKCSbJJ/PA4C0dScDwMg/nU5jdXUV6XT6iciU5Wdm0/1VXpVRz1MoFITNYMXObDYT7QhwPrDq9PRUgBxLu5kDBSCDrACIpqdarUqaqFKpSAopmUwiFotJaTjb55OWnEwmaDabCAaDFotimWVvkE2nUxwfH6NYLMoBzMBCN7Gk6UaNrGBhMEn2mWNBWEFJ1nsymWBlZeWNmSnzNGMLCrLLHA7IkmBOJE4kEtje3ka/30e/30e5XMZisRCGI5PJSFqczNRsNkOz2ZSsATum+/1+Q58UAPInz0Oej2SqTk9PZezIq7B3GqDwIGVJ6mQyQTQalY2g85qLxUI6vxaLRUwmE+zs7CAYDArKJ2V2//593Lt3D7VaTegzh8OB8XgMr9eLlZUVJJNJbGxswOfzSVrI5/MZ2uKTZVlZWYHX633s+skw8IsHO1XZpP5I611Fjb5Im81mOD4+xunpqTRSAy7yxRqctFotPHz4EIeHh2g2m/K5WVLMP+PxOPx+v8wfarVaIjxmqujBgwc4OzvD6uoq1tfXsbW1Jc2MCDbZa6XZbCIWi1ksimWWvSHGQ/Tk5ET8GP0ujcyy9isanJhbCVCXxoID/k6v18PR0RGGwyF2dnbeGpASCoWwsrKCer0ugR9ZIrLzAJBIJJDL5URc3G634ff7USgUkEqlJBXOxmzURBKM2O12uN1uBINBmYNGvz2dTmUWnd1ul262zBxUq1W02+1XxqK8swCFHWMbjYa0s6fIlYcp0eVsNkO9Xsf3v/991Ot1dLtdbG9vY3V1VTaRBidsXz+ZTGSeApmDjY0NrK+vY2VlBX6/38C8kGGx2+2Ix+PI5XJYX19/rNeJ7mDbbrfl8OXvM8VB5BsIBGR8NycAvwxjaufRo0eS7mJZG4EHkXWr1cIPfvAD7O3toVKpGOjWdDqN9fV1RKNRGXxF0TJfM5VK4bPPPsPx8bHkW51OJ5rNJk5OTlCv17G9vS2zeXhfWF7XaDQsgGKZZW+I9Xo9nJ2dSZEAdWY6wKFYk2lhpsB13w4dnJG1pqiU2kCbzSbvA+CtASkOh0OAB8XCDKDNHWPX19eFvWe6i6ke9j/hz+qiA92ygalxzWxTJKsZLZ5vHH5bLBZfGYvyzgKURqOBvb09zOdzeTB8WKQNCRwajQZ++MMf4uTkRFDjnTt3JMp3u93odDo4ODjA3t4eisWiTCUmgHG5XNjY2MDOzg4ymYwwKqzW4c95vV5BypeJYpmyaLVaaLfbslF1XxbdJp7Aqd1uIxqNIhaLIRgMvpRyME5m1kIuXoNuwtbtdvGnf/qn+PTTT4Vudbvd8Pv9iEQi+PDDD7G5uQmfz4doNCoCZZvNJqAinU7D6/Wi3W6jUChgOBzC7Xaj2WxiMBhIL5k7d+7A6XRKJ8bxeIxer4darYZ8Pi9sjmWWWfZ6jIFNvV43DMGj3+AByoifvpOH9GAwQDgcloDS4/GIMB6AHKj0jwBkEOnZ2RkcDge2t7ffio7cTPW0Wi35DJxyzzPEbrcjGAxidXUVjUYD/X4f3W5XUj77+/twOp1IJpPyOwygx+OxNCbl67P1Be8rq3vo0wOBgJQm2+12OZteBYvyTgKUyWSCg4MD9Pt9AOc0GSksnbvkoX9wcICjoyMZPb25uYlkMikdYkejEQ4ODvDgwQPUajV52AQBbrcbW1tbuHv3LuLxuKERnBaMsitgNpsVBoFGQWmr1cLZ2ZlMuNQzgQAYhhHqboBscDYYDJBKpRCLxV4owqWTqVarmM/nkqoiiKOzGAwG2Nvbw4MHD9BoNABclASvrKzg7t27uHXrloBFRkAARMnPRnnsvNtoNKR3DNmW0WiEQqEgrBEHCrZaLXg8HtRqNZRKJaytrb2we2CZZZbd3Nrttmgl7HY7Op0OQqGQ+Dfg3JexeynnzTSbTQDnfiESiRg6TutSYxoH4wGQ4aIulwvValVYh7chYAmFQgI+mL4ajUaG5pYOhwOJRAKZTAb9fh/T6RSNRsMgH+CX7uZNNioYDArrEg6HRe/D4J1nFvt0kZli9c+rYlHeOYDCjrEUxlIZzoXL9AhFp2dnZ3jw4IFUlaytrWF7e1uAxWKxQKFQQKFQQKvVEjTPQ9Xj8WBzcxM/9mM/hmg0itFoJA3EqJpeLpfw+/3I5XJYXV1FPp83pHUWiwV6vR7K5TJOT09Rr9clDUVgorsm8lq1HoXN49jEZ7lcIpFIvDAmhWJXPcSPiJu19LPZDCcnJ7h3755U9/h8PoTDYWxsbOAnf/InsbW1JYK2fr8v1Kzf7xeQ5XQ6MZlMsFgssLa2hvX1dfl53gsA0qeG0VUgEJBSuel0KlVYl+l7LLPMspdvi8UCxWJR2Fb6Jl05ySqcTqeDSqUi+rZSqSSNxggs2NODfiUcDsPv90vVCfsp6VLZXq+H09NTBAIBpNPpN148z1QPWQumrMge0fd7PB6sra2h2WwKCBkMBuj1ejg5OUEikYDP5zPM4aFAlukdliqzglJXVfHsYM8vzgHi8NdXwaK8cwCl1+uJboEPkg3DyEQQXDSbTXz66adotVqSo1xfX5fDklU9p6enItxkdchsNkMoFML6+jp2dnYQiUSkfT3BCVFoIBDA2toatra2kMlk5MAkg9But3F4eIiTkxMRRxHYcDMRWGlWBYAgXBo3ZKVSkVkPz7shyZ50u10D+6RnSMxmM9RqNTx48ADlchm9Xk/SZblcDj/2Yz+GfD4vXXrZF0XnUBkd8Wc6nQ4WiwWy2SyKxaLkQjm/AjiPzkqlkjAo/LwURZdKJSvVY5llr8nYiI1VOxwgqpnsbreLer2OR48e4fDwUHxgu92WIAg4Z8KHwyFisRj6/T56vR76/T5yuRwSiYSByaVgnv9m1B8IBBAKhV7PzbiBEXyQTQIgXbcJMpxOJ6LRqFT/sOKGWhSmzTnxnZU99K8cwdJqtRCNRg2NS1n4wbOSmkemnCaTySthUd4pgDKfz1GtVqXslMY6bwCSjxuNRrh37x5OTk4QiUQwn8+RzWaRz+eFNmy1WoYDF7gYae33+5HP57G5uYlsNisN4HRaBzifrcP29clkUh4mK08qlQoODw9xdnZm6LBKWk0LlhaLhWG+jcvlkqiBTAsXc6/XQ6PRkJHdz1Pd0+/30Ww2pdEddTUUqXHiJkWt1J34/X6k02l87nOfE8Exhb4UALPjIXOsBGH9fh+NRkPKh7PZLNrttrA1elhjpVKB3+9HMplEMpkUTQvnKAWDQcTj8Tc+crLMsnfJyIKwDxJb2bNR2Hw+R7fbRbFYxOHhIQqFAprNpqSBONHd4/GIfxuNRqhUKvD5fIZ27Ha7XRgDBj16OJ7NZkO9XpcWBW+DL2Cqh8CEDTABSADsdruxsbGBdruNfr8vbSzq9br41D/zZ/4McrmcBJYARNfi9/sFRMZiMYN4FoCBoSezwvPzVbAo7xRA6Xa7KJVKhmZefr9fSlG18rtQKODevXuGKZC3bt2Sw3wymeDhw4c4OztDr9eTKICVM4lEAtlsFul02tCQTOdEw+EwNjc38dFHHxmasDHXenp6iqOjIzQaDamKIXrVQIZMCqk5/ptIWv8clfAUzjJf+zwot91uo9VqSedXggY95Ovk5AQ/+MEPpLtuKBRCJBLB+vo6stmsoSSQ6nSyHBzvzeobm80mAxr9fr9ECaRs+/2+3C/O4Wg0GnJ9pD9JKXc6HZkJZJlllr0aa7fb6Ha76PV60rGbur7FYoFms4nPPvsMpVIJxWIRnU5HBqxGo1H8yI/8CDKZjLAvBDM6oBkMBoaeKrqfEgDRA5KFqVQqiEajb0XHbqZ6GBSy+zbPCFooFMLOzg663S4qlQpcLpe0zT89PUUoFJKUGHDRAI9FIul0Gvv7+1J6TIaFLD67zxJY8svlcr10FuWdAij6kCK1FwwGhbYigu90Onjw4IGgxtFohLt37yKVSglKLBQKODw8RLValcF0rBxJp9PSv4SlV6TeCBSi0Shu376NW7duGcCJHpXN1BHTHcybUlTKh052hvoSbkqPxyMHOMWqwEVPEla0PE/r5+l0ikqlIvlQin1ppBQ5j4fXyoV/+/ZthEIhUYwzT8pcJzUnFP8y8ul2u2g2m9JBkhuHfWfYK4DDrZhe4+bVNf0EQBZAscyyV2OaPeFhRhDB7qeffvopDg8P0e/3RaQZi8Xgdrvx5/7cn8PGxoYEGmRVs9mstDmg3200GnA6nbh37x52d3elUIEpdpYhBwIB9Pt9VCoV0a29SuO13KRflcfjQS6XkwZuug2+TsEkk0npMsvxAezYXSwW4ff7cfv2bUmhU/LA3mDRaBStVktS5JPJRACf1kG63W5plcHxJq1WC8lk8qXcs3cGoIzHY1E9UwNiZiI4x+Hw8FB0C7PZDPF4HLdu3ZIOs51OB48ePZJDud1ui/YkFouJcJNthEm/ARBx6q1bt7C7u/sYc1KtVrG/v49yuYxGoyGsCdkdPeyKlNxwOESpVEKj0UCr1UKr1YLL5UI2mxV2AoCU7mkjGGB+8aZWr9dRrVYFQHHT66nE1WoVw+FQgEYoFEIymcTm5qbcNz19eDAYCDr3+XxYXV1FOBzGcrkUBobggz9PgDEYDISpms1mQn+GQiFhdwhqCGhYSp5MJl9a+2syWS/CXkXDPcsse5lG0SvZE+CiJwdHUjQaDWE/WHzg8/mwvb2N9fV1SXGTfQ2Hw0gkEgiFQjg8PESxWJR0MVPQDO7od+gHWNFDdqHT6bwSFoU+SI9SAS5Ko6n1eJKFw2FkMhnUajXpO8VUDAGEz+fD1tYWBoMBHj16JN+fTCaiceS9pX9kafZsNkM+n8cnn3yCZrMpnWj1QNv5fC56R4IXstNnZ2eIRqMvhUV5ZwAKG6wRNTK/BkCEpQ6HQ7oMUhHt8Xhw584d0Sj0+32ppCHrwi6yfr9fUjZsE8xmQAQV0WgUt27dwq1btxCPx+X6FosFGo2GgBOqsvnQqb/gpmLEQBEoh2uxOimTyUj9OhEuPycdAak5VsTctKJnOp2iVquJtkbPweCftVoNtVpNFrDP50MgEMDu7i52d3cxHo+FGiR7wnvvdDqxvr6Oz3/+84jH45J6+973voeTkxN0u11hRjiFc7lcolwui+PhPAmyZEzr8XcIcNiqmQ2Mntd4f3UDPVYm6O6YNzE6KwJVphNf9Yhzyyx7XqvX6wb2ZDAYCIPZbreldQD9ps/nQzabRTKZxPr6uqExG3UmDC70Ht7f35dCAwA4Pj6G3+/Hzs6OQYjrdDplrw6Hw5fOotA/cLaYntCsGQn6S1ZDXhaYOBwOrKysoNvtYn9/3zD9ne/FXjIbGxuSVnM6ndJPhsyz3+/HxsaGgBTO5HE4HMhkMmg2m/B4PPD5fJICoi6QQWUwGBQfNxgMUK/XXxqL8k4AlPl8LjoOtgYmQOFCJ5JlC2RqKLLZLG7fvi3phVarhcPDQ4OYNhKJIBwOY3t7G5///OcRDoelcykXx2KxQDgcvhScMK1EkMGNy3kyvDYthu10OiiXy8K0NBoNnJycyMbKZrOiUuf7c1AfS211quumRkDVbDbR7/clvUOqFjgHMGyDTAAXjUbh8/lw69YtYTx6vZ4sbrJaLpcLmUwGP/VTP4VsNivvG4/HJYXD1sx0LC6XS5rQUcU/Go3g8/nkM/P1dXO8Xq8Hl8tlmIL8rMY1MRqN0Gq1xOHRARHM3cT4zNjXgSwQU3jU2bD6wTLL3mTjPCzqJbj36aN0vw7gHHAMh0OkUilsb28jHA4b9GRMGTO14HA4kM1mEQqF4HA4UCqV0Gq1JP1RKBQkbcGDnNpDBoHdbhftdvuFD2ilLyer0263DW0RGNQwdcUWCyyZvmqGGKt62D2Wr0Nfw+oonkFk/9mVdjaboVKpYH9/H6lUCvF4XPyjzWZDr9dDLBZDs9lEs9mUJnq899p/OxwOATIMIEul0kthUd4JgMLNwIcEQPJzOrJutVrSMIgo8datWwIUqBBnaoGpEaZ1KNrq9XpyKDOtEAqFsL29/Rg4ASCsTKFQkLIxdqElMqWQl6mqSqUivURYXkcWg4chmZLhcGhoWsSF/zz9P5irZd8CsiAEDCwN5uJfLpdIpVJwu90yLJHlvhw6RafkdruRzWbxhS98wQBO+Jl2d3fx5//8nxcnQr3KYrGA3+9HNptFqVSSnKzb7YbX65W/MxIhOGMqSI8Xv6kRmHQ6HdRqNXQ6HUOXX101cJOojDQvnz1z1KRWOYskHA5LBYIFVCx7k41BGBlc7g2Xy4VKpSLNLrm22cU0EAggFovJ4csAgHvZ4XAgHA4L4+ByufC5z31ODmy2gahWqzg9PRXmm6kdBpT9fh9utxvVahXhcPiFMZTUfVDgz8pPAOIndeqZbHm/30e9Xkc0GkUmk0EkEpHzQRv7SfEs6Ha7ACCBKQO0RCKBO3fuCMBj8QRHhezv70vrDZ5fPFeCwSCOj4+FUWE6nWNI+D7UsPB+NptN0XS+SHvrAYoWY5Hm4pwH0mwUZ56cnKDdbmM0GkmVSS6Xk9ep1WpoNpvwer0ynyCXyyGVSuH27dvIZrPyQJmLczqdCAQCWF9fx4cffvgYOJlMJiiXyzg8PES9XpccolZKU7vBOQfHx8cCZLj4OPOHKDWTyRhyiXrBs9SYGpubsihkT0itcnNrAMROjxS4AeeCZJ/Ph83NTUSjURG+ARCqMR6PIxAI4NatWzLp2WwOhwPpdBq7u7sol8tot9uGFv9ra2s4PDwUJmw+nxs2nM71asU6RcY3Fcuy0qjRaAg4YZmeOU13E+DAyI4gWl8znTrXRrVaRTQaRSqVkvlDb0OppGWvzngYXWWvIlXICkXuQR2lMxVDRrvT6SASiWA2m8Hv9yMWi8Hr9aLVagkb3m63Zcgqu0izk7XD4UA0GsXGxoYwFtTnHR8fy36hvwZgOFSpRXkRhyoDRaY7mHomc6MHJDKIZoADXIw4abfbyGQySKfTj/Wwol+kjIGggvdaM7fpdBr5fF7m67Cn1Gw2w+HhIcLhMFZWVgwjX8bjMfx+P+x2uwhr9dR4AHLmkYVi2w22tbAAism63a7MISAtpRXOjEJZokZ2hA+IkX2v15MSZdbRB4NBJBIJrK+vY3Nz00Az6tkxsVgMOzs7j4GT+XyOSqWCvb091Go16c/Bg42VKxxmSHDCyiEi/lAohFAohHg8bigVIz3I/CVBDwChNvV8iusaNwqvk6xJJBIxOB+yCly0wWAQwWBQGrItFgtJnVFE6/f7sb6+jt3d3SsFq2RBOEsiEolI5RKV5Xfu3IHdbpfcM0uvyXrxkNfKeTJRNwEok8lEdDadTgf1el2eLR2OdsY6LwxA0naXGf+foEqn63j9ZI/YTbLdbqPT6SCXy73wcQaWvX3GFLb+k9Q/9wTXD3Vf+utFG0XrFMKzdxMraDjZvd1uy/rmQRiPx+XQJTip1+vSCZyHPfcIQcf29raAmkajIbq3VquFbDZrEM7zUJ1Op+j3+y+ERSFzUq/XZcI9fY8e8MozQwdR1K6RbWYzu36/j9XV1cfSJqzqYcEBxcFkSfjaLpcLu7u7mM1mKJVK4j8YSLGsmBWeZEh43hQKBRSLRdy+fRuDwUD8GNeXbojHwK/RaCCfz7/Qzt1vvXdjQxpqFHiIERlyc/LnBoMBEokEEokEVldXRQBUr9clZ8oHQsX4zs4OAoGA5A5JnUUiEYRCIWxsbGBlZcVwXYvFAvV6HXt7e6hWqyLkBCBdAAlOBoMBzs7OpLqILd1tNpvoOnZ2drC1tQW/3y+dF9k+mmCFfUnIJOkUx01Esmy0RgaEzeBIyZK6ZUREPY3H45HW8owYOPiLizYWi4k+5UnGcutYLCZRB1kcMki8Tt7LTqdjaFhHYEVASYByXWO+nMMKOQ+DDoPMCQGFZk8IPpjSepKZU0QEOnRmZGnI8jGdubGxgVQqZXXJfc+Mugz2BuEBQWCi2T0ezgDkIKIwky3iefi/CKM/YPsAvUcASFqYnaYnkwlisRj8fj9CoRAGg4HMFAMgVTosPwYupr1TD2G325HNZoVBmU6nwo6wYST3Fn9nNpsZhuw9z+RzNqrUmjT6Klb3aYBCAEPwqLuDs/VCsVgU7V0ymTTs8WAwiPX1dQmmycRotpzpsK2tLZEkDIdD1Go1JBIJnJ2dwel04uOPP5Z74nK50Ov1EAgE4HA4UCwWEYvFEI/HBfRp0TGDbQ6s5ZDW1dXVZ76XZnurAQrr6RldE+Gx1huAzA3g4DqWClP4ytchw8G8ocfjkfKuRCIhBw4BAMteo9Eo1tbWDBuc9OXR0RHK5bIh5cBFyZ8fDoc4PT3F/v4+CoWCbFyn04lwOIzV1VXcvXsXm5ub8Pv9BnBD4EHxJyMk5gyZp9UzFp6WgmD1ECtoCGrsdruAEm5w/gwRO7USBE1E29SGTKdT5PN5pNPppz5bApTJZCJt7QlyXC4XYrEYYrEYarUaAMisiHa7jXg8LtfIiIHXw2t6GlijUJkl1HS62tlyTfC1tBPSbbYvM1ZtkTUhI8PX5v8TpDBVCUAcL/PauVzOAinvgRGYsEcQwQnXNA85Hanz8OJaYrqDgIDT1dnM63mACnVpFMXzOrgX6avYQZpgyuv1Ih6PCxNBoTk7mlKXkc1mDaylPvwJchwOB4bDIWw2GxqNBk5PT0VYzyCHwQvZjXa7/cwAhakdPg+CRPoC7f/4+bWfAC5SvXx+1CayDcV8PpeUPi0SiWBnZ0dkAHpuD/3OYrFAPB7HysoKptMpEokEDg8P0Wg0EAwGcXJygkwmg/X1dQmI7Ha7nB1sJsoWDjqopI8nQCEwI2v1ogDvWw1QKKDs9XqyAPTDppiwUCgI0oxGo4hEIkin08KetNttwyHm9Xrh9Xrl4XFRA5CUCQdWmQf/AZC+JeVy2aC0JkBgRD8ej2W43tnZmWgqXC4XIpEItra2sLW19VhDOC3iZXRN0EMmg4CCjqDX60klyJOM0RjLoHmPWLLNFvwsFSSNyQXM8jQ6SqahtNj4Or1I2Mug1WpJ51oCAgrf4vE4QqGQ5GTZlI0MEsEUnx0jGtbxP8lIn1KzxKjH7FTMoIK/q2lQnQPXxtfSKR0+T82i6C7CAOQzUEwIwAIp77ixARfTCDyQCLq1XwFgAOZ6jATXDKvg/H4/2u02/H4/4vE4YrHYU/fGVUb2YzweG1omcD0PBgMMBgNJNTD16nCcT+bVe4ZgI5FI4Ctf+YoAm06nI+9Hv8OAIJlM4vDwUPqnUNDe7XZFRE9gAjwejD1Lj6TpdCqaEwYR9Avcs9QR0ucz3a2FsLq5pFmzw3tkZlIikQju3LmDxWKB/f19ATMU3RM8bG5uSnYgEomgXq9L8Hd8fCyaNjLk7OTbbDZxdHSEWCyGdDqNwWAgPpRsDys6gYvOwS9SLPtWAxRGEHTSZAu0MNJms6HZbMpBmkwmhUEh7c9pkNPpFMFgEMPhUNrYcwgVDw8qmL1er4hsNVok8i0UClKey+oTOg9qTo6Pj/Hpp59KwyFG3V6vF7dv38bu7q40xOn3+3JAsoyv3W5LeS9w0YyO4CkUCsmi7/V6iEQiTz3E6GDYmE0zUXQokUhEqmj6/T5sNpsAP9Kv/D32mnE6ndjc3BTR1dOMehW+r47ImEJiB12W7zH9RLDCVB3Xh81mu1apMUXCrEYgEPR6vQZtiW7+RxqVkYRuZHcZhc7DhdEtPx8AaQnu8/kMZdMsb9bRKHvcABZIeReNz5lTfjm0lGuagQCDAfo8/skvXepLX8b1xKm2HOmRy+UQCoVuXCnGvcJr0yCFM3IIwAmUwuEw3G43AoGApOTpz1i18tFHH2E6neJP/uRPBBDQD9M/kIWJRqNyUJNBosCc10RjBc1wOES3273xTBmyJ7raCLho2sj9TJ9K0EGW3u/3IxKJCENMP6fvG0EKg+1EInEpk8Iu2jxz+Hr0W+yjwionClqr1SqOjo6wvb2NYDAIr9cr1VDUXB4eHiIajQqwAyA+ieNH2G+LfVEsgAIYBJpEjNSI8IBgLpLag2AwiFAoJL/DMt5Wq4X5fC7poUQiISwLD3kiXx7+lwmCBoMBTk9PRSzF69P52Nlshmq1ivv376NQKGCxWEhVhtfrxZ07d3D37l14PB5pbMYFyCqlRqOBdrstjIvX65XrCoVCMpacwIxfjCSussFgIOVrZsEmAIOj042TVlZWJApgpEYqmQBGp8qeZrppGZ0QAROp2kAgIJuREQkAEUzr6ibSrtfRoIzHY1QqFUOZIAXYBGQ223k7fs48YqqJka0ua3xSZMZ1C1zoVagLSCaTiMfjMh+KzkuX+zGVSLNAyrtjZE0KhQKOjo7QarUM39dN/XigEbDqCjEegNzDNGoYzK0DJpMJ1tfXEQ6HbwRSdB8q6tQYVLjdbmFmOG8HOAchFIJyrxIocAAof5ct35nGoSYQgAhx0+m0VNlRRN9qtdBut5FMJg0NznhP2Mn2pgCFOhamZwlS6DMJfNrttqSAKBJm35PpdIpYLGaYwk6NB5/LcDiUQakAHgMpiUQCGxsbIg/gvdFd1NPpNGq1GhqNBkKhEOr1uvRaKhQKUjUEXMgQotEoqtUqisUi8vm8sFycp8RrZAaD67XZbGI0Gr0QsexbDVCWy6XQiVy0RMrcjGQnarUafD6f5F5J/dfrdUHaXq8Xs9l563sKac1lXgQoLGHTNp1OUSwWUSwWhXoFIKCAUQ5n8VQqFQMdGo1Gsb29jTt37kipM6eAUv9AhobqbTqAYDAoJaiMQPj+vBbqZ65yOnqInxZ0MU1ERN/v99HpdBAKhTCdTrG2toZMJgO/349EIiH6FIqtyPLo0QPXMaJzUomkcukIWIvPJmeMIFnJBBiZH1YWPMkWi4WUTxMQcYYIHTDvQbPZxOnpqZS5sySYDhmAoT+N2bSwmV/8XaYmV1ZWsLKyImJhXTVEwMvuyMA5s8Mmfpa9vcbqsePjYxlYClxU73GtARfriLol+hPdnZTMMr908MFUKMFFpVIBAGxtbV274o0+RgvyqfUyl/hS5wCcAxSCkOl0ikgkIj6DPX+A8wAhn8+LYJ0HN1PZfK9MJoNisSi6xFarhU6ng263KzoXj8eDbrcrPo4syk3TPLPZTObikLllQQF9Ntl0pvxZdZhKpYSpoi6F/lJXevL8YeEE2Wmd7nE4HMjn81JhabfbBcgRMLEkm0UXbA8Ri8XQ6/VQLBYRCoWE8R4OhwiHw1L2XSgUDPcPuKhQZGDKNB5B2XsPUIhedQShqze4gDiKemVlBel0WlIHuvkWH+JsNkMymZSHyUNPI0c2IrtMGEtwwvcnvc+F22g08OjRI5yensqcHLI6m5ub+OCDDxAIBNBsNtHpdETFzl4ffN3Z7LxdfCKRQDweRzweRzKZlDSLWcmv87tXWa/XExDDzUsGiIwUK57I6KRSKSSTSWnSFgwG0e/3BQRy0/IwvYkDIAOkv0gl8hn7/X5DDwBGKMDFTBuuC62Xucomk4mUeWsnQd3PfD6XkvRSqSR0qS5fJyC9Tpt6XXlBnRSZFFYGdDodbGxsiPjX6XTK+5lBCsGnBVLeXmNnzuPjYxQKBTkEua7JTOiGhDplyD1GwHtZOTsACeqo8dLt2Mnqut3ua+1ZrdGin9BVdMvlUj4HwVU4HJY0Og9mfhZ2UdY+NhaLSaqCTTnJCgMQ9iUajYr4lSmhfr+P0WgkLQjIcgIXlUI3SfNoH2vu6jqZTITF6ff7qNVqKJfLqFar4mOpCVlZWRGfwqBY+zT9PFmlyOeYTqfl/ng8Hqyvr6PVamE0GgkoJXAjU5NOp9Hr9UTf1+l0YLPZcHx8jEgkgs3NTQCQhpuJREIayRG0sIKK5wK7snPdULSbyWSudS+fZG81QGFNu87ZabEra+K73a4ISCORiAguKTplMyAAorFgozcKFGk8hM05NnaL1aVmXDx8oPP5XBwPBb5utxuRSAQrKyvY3t5GMpkUcRcFn6RrGR0RPc/ncymFpt5EV6poFuc6xhp8zaDwT11nT3HZfD5HNptFLBaT+nkeyB6PRwRfBFc3Fd/pFsv8ItCg9oNsA6MWOjngolyX18wNxUZ+ZqP2pN/vy7WzfF2DE859YoqH94maEXbF1NoTXUWhhbVM6dCxcwAXo0wOXWs0Gtjd3UU+nzdQ9gSABCmHh4fyeSyQ8vbZaDTCyckJDg8PZWYX9xDXGNlIAg+tOeC6BS7SnmQxNHgALnr5cM8Q8JK2LxQKMvjzOqkeaq/0++iux61WS5gSXhvZEwJvXj/9ndlnkCGpVquyLykGZSCUSqUwGo1Qq9Uk5VGtVqUShowR7wlwHpzdJM1jDgIZBLEPDFnmcrlsYFcXi4X4azZ2Y4qJAuJ0Oi3MFdkZavcI8hhQJ5NJ8bmRSATr6+sS+NbrdUNgTYapUqlIWTCZJJ5N2WxWwCEBGzuaN5tNZDIZqZTl5/H5fJJ+dDqdGAwGIqt4VsE17a0GKDoS4AOggpn5MOY6I5EIIpGIIR3Am0imA7gQZ3K6rt5o8/lcSos1sp/NZqjVaigUCpIm0WwBhW71eh2Hh4dotVoSrZByW19fRyaTkRQOD0oOeCIwymQy8Pl8qFarIv7lQCoK1DSjQOdDx3GVMRdLKlFHP1pXQpBCjQkbLJkdJtXePIwp/Lyp8b11hQxwMXRL64MojtVKfTJlWjB4lVBWsyf6mXMdUKzMe00HSp3N6uqqgBKWNgIXuh2uCZ1uI93OqKNcLstskX6/L3n0drsteiQ2DQQgn9sCKW+/EZywdxKft2YfeeBrsSsBB1k4poAY2eqUDqvStBiT4IB+KhAISA+gcrmMcDgsoPhJpgEK96dmc7TIkmtSzyMjO6oDErPPiEQiSKVSKBaLEjzQfxNwpFIplEolee/5fC6t51kcwXOCQIjVNWz0eB1bLBYyiI9CfQpi6Sv0MNloNIp8Po9YLCZpcJ3aJaM/HA6Fxdefgc9dp+FdLhei0ag8R6Z6+Dpk3+mf4/E41tbWRB/DlIzT6USj0UCpVMLGxoack+FwWIavslkl5/iYGTNeK+9Bp9N5vwEKH5jOu/IA4E1jw59UKoVYLCZpB1agUHvCDrHr6+sioiWNrktLCVBoy+VSutTygdlsNkPVznK5RLPZxP379yW1QxATDAZFZ+BwOFCr1XB2diZRNM3v9yOfz2N1dVVSDFys1GgMBgODsp3XDFz0MbkKpHAxc6Np0RoPWDpCCvFYMcQ6eU3R8t+8Fl1tdFO7TLtChoEdEDmxmOVyLPnT2h/eD4Is/ZrUntDhkD2jI2MkQyE2866sttnY2MD6+rq8F+8ZX4MgUd8jviavbTweY2VlBYeHh3jw4AHOzs7kXuv+EACeCFJYIUZwxZbWlr25psEJdRa6TJdMJnDRqIw9R3jIUUzJvUmwTFDOihNWFTKNrde0Bv48lNLpNFKp1FNZFJ3m0T4TgPhhraOiPkunqfTe0GJRmtvtlo7apVJJgI5mSdkSP5FIoNlsiviXPl6DEofDIT5Pt2O4jmlRMZkNAiZqydi7imDtww8/xObmJprNJo6Pj9FsNg1paM2m2O12KdSgP+dr8Zrph4LBoOjyVlZWUK1WBZzw+fL7+XxesgusrCLrU61WkUqlhCGhjKDf76PVaqFeryOVSskgV31O0O8BF2mu503zvNVei6CESFZ3GuSD7nQ6cLvdiEajkoKw2WySn2R6x2azSf03dRzUYLDHClu5a/HPcDjE2dmZUFxciDpvO51OZYAVR2HPZjPRsqyvrwudz1ylntLrdruRy+Wwvr4Ol8sltKFOQ/B9qH3gfWD5rc4ZXmaTyUSmA+t2+dSv8GuxWMhm9Hq9UvXE19VCPDIwbKn8PJE8oyt+PmpwSBlT0DsYDB6rIKAD0DQ3aWb9+clIabEbnTU3oC6bZHotkUjg9u3b8Pv9hv4kdLxX3XNdIUbwGwgEpIGWzWbD6empRMW9Xg/7+/virDRI0e/J9OXR0ZEAy2w2+9QKLstej00mE5RKJRweHqJarcr6JWsJXPTSYVDC1B8jdXZfJYvKtAdL/DlLisAgFosZtBj6UO73+8ICMr1IncjTTIMUspcul0v0E1x/PFh1Wl6DFAAGAbw2Vv6USiXMZjPpvUS9BdkKRvHct2Q96T90+pi6EB18Ps147pDp0tPk+fwcDocM/2NH7XQ6jVwuh2AwiP39fdRqNXnO1KYwPcK+NNSj0H/xXp+cnEjvK/qCRCKBXC6HbreL0WgkTA4ZuFgshtXVVWmYR/0RdTu1Wk1+lvPTSqUSut2uMPvMNOieV6zcWS6XsiafN83zVgOU8Xgs5VnD4VB0IWymxgfDgzQYDArK5cPgpiAQYESsNy8P2mg0alC1z+fnEzfNokodFZBhqdVq8tAWi4V0oN3d3UU4HJYDslgsotFoyOtRE5NKpeDz+VCv14X+ZQSgoxUedtz0BAicYXOVDQYDtFot2biAsccCWQXOiWDvAafTiX6/L1NJyU4wr8mDlyDwpkatiTayZHa7HYFAwPC6BCn8/8u+zK/HZ6QZDTpYir74+Z1Op7BuLINcXV01NIHT1VN8Bvwi4OP36JD5bzag+/jjj+H1euF2u3F0dCT0eb/fx97ennzmzc1NaSzIvhZ01ByQyYhrZWXlynHulr0em81mqNfrOD09RbPZlINEt0nnobdYLMSXsI0BmROuJVbv8LCiQJJN1HTqhdG9TpVzPfZ6PalcKxaLWFlZuXa3VZ3ink6nckDpqevmAAK4qPLRQc5llSAcLEj2h1G8ZoLC4bBUsvAe9vt9SeHwoNeMCv0z9891jKlxzXDoZ0FgwpYLwDkg5Sw43ns2EwUg7MjZ2RmSyaSIhc1gwG63o9VqyfC/ZDIpPoYsCntaMc1Ov5ZKpRAOhxGJRAw9VNhyg4w+O6qz2oft7NPptIFhZwDHL44h0frOZ7Ebe6r/9b/+F37mZ34GKysrsNls+IM/+APD95fLJX7jN34DuVwOPp8PX/7yl/Hw4UPDzzQaDfzSL/2SIOFf/dVfNfScuK4xWtBNvIhqzRUrbK7GzUAKiiyF3W6XB0b9BZ0FNxHb29M424AUO3UZWnvCnhosKaaYNJvNYnNzU4ZZDQYDlMtlEYCx8sjlciGTySAcDqPb7aJSqUgVDUGQRuw8UHVEQbR7Fc3PbrxcqFrYyY1KsKFzq4zQWAKsG7eRcSGIeNZFqit5eE3ABVXMHLZ2dKST9f/r75s1KHT8jDwZWZESpdPhZ6Tx/jidTkO/A3avZAqRSn8CHX6xwowCvU6nI8/d4XDIhGz2mCG4Ho1GePjwIb7//e/j5OQEy+V5rxV9MPHeT6dTlMtlPHz4EAcHB9I+27LXb9SEnJycyEgFrd8AIMHVfH4+ePTBgwf49NNPcXR0hLOzMxHmU6+RzWaxtbWFjz76CLdv35Zp7NlsVnwNtRJcjwTHmj3lXiHLXKlU5BB+kvH1dGqcIIJpWGq2GFAxBXrZ12VpYVaYMEUFXAAx4Fw/xyF45kGq9A06JcFARGtArvv8uJfMfph/Z4qYTDe1H2QiAoGAzHIj28XPwk6unOVG03qh6XQqTfxYWg1ARgPw8/OM4Rnk9/uRzWYlBUO/wrQPtYgUZKfTaUQiEenBxedKFpifWTNe7LD7PHZjBqXf7+Pzn/88/ubf/Jv4uZ/7uce+/8/+2T/D7/zO7+Df//t/j62tLfzjf/yP8ZWvfAWffvqpoOFf+qVfQrFYxH//7/8d0+kUv/Irv4Jf+7Vfw+///u/f6Fq4sOiMdZqBAiS2TGZEwihUpwIAGHKXPOQ1ymaUys/AKiE9L4FOgu9FIVSxWJTqHo/Hg2AwKDQfkTGRKRcuK4kIYpbLJSqVCsrlsoibGAUxJcDPTiNqfhqDwoOUm4jAhxubEbjNZhOlOe+XbhQFQCIUfn5WtDyr/oTRjQYpwEUNPqlNneMmKGDHWf4/Hb8GGXyW/Iy8f1qYS6dBUAucg5xoNCqtockqUaBGDQCjSAACMvQXNS86muQ6cbvd2NjYkFTewcGBrNnRaIRHjx5JxLixsSHvSWfM5z+dTlGr1bBcns86WV9fRyqVsnQpr9k4FK5SqcihqCNRsrrj8RjFYlH0KUz5kUVMJpNIJpNYW1szsGTUSDComE6n2Nvbw8nJCQBIk0cK7bmfeOBoJqHVamEwGDyxL4quGjSzmtSFaX2G1rtwIq9mCi5L79B8Ph+CwaAAf6bhtd6NxQ6VSsWQwshkMgaWmfebWh22fnia8Rnw72RA6S+0z2LxhNfrRbVaFX9JgJRKpTCZTFAsFg3r4+TkRIBOJBKR75G5pr8olUpIJBLCarNip1QqiU6J2kI+42w2K8JYfgZ2xGa6iwxTOp1GvV5HpVKR8uRQKCS6H56RvDYyVr1e77nSPDf2UD/90z+Nn/7pn770e8vlEr/927+Nf/SP/hH++l//6wCA//Af/gMymQz+4A/+AL/wC7+Azz77DN/61rfwf//v/8UXvvAFAMC//Jf/En/tr/01/PN//s8fmwr8JOPD1REhKXo+EPYyYb4MgIytp7hUix1ZvcMhddxQoVDIsGgpIGOtuc1mExTJvy8WC1SrVQEVs9n5vBoOcAoGg3KtFCFRfBQOh7G9vY2trS3Y7XYpPaaSmp8zk8kgHo8bphfriJ8q7yf1MuABywOaDoKvyX9ThDedTkV/sVwuhTIlrUlwQodHFH5T42bX+WmdFqGTIWXMw5sRnMvlkkoYRhwU1mpj1MccMtcJnyGdJnussDydTpDOj4CDqZbJ5HxSK3P8FDCTpuU91QI/TbMzer5165bc34ODA3Hqk8kEh4eH8vk0SOFeIOvCiIyOkroUC6S8HmNqp1KpCHNps9kM/oNVWcfHxzg6OsLp6amwLKxcSaVS2N7elkCG4kb6RLaQZ7CQyWTwySefoNvtCgjmIacbSgKQNc6132g0ruyLwj1kZizNTDYjc/okDWQ0I/kkcAKcR/bs5cFUCvcuo3oGbxSEMj3Ng5rXo4sACFCuY/pe8e/0FTrlQ5DY7XbhcDjkYF8sFtJs0u12I5FICOCirsVms+Hw8BBerxe7u7uGmXMMVIDzOTjFYhHRaFQ6AJNFYVpQC/5tNpukhVKpFCqVCnw+n1wvMxrskTOfz0XiMJvN0Gw2ZTCsBmRkyfTIlOdJ87zQZPTBwQFKpRK+/OUvy/9FIhF88YtfxHe+8x0AwHe+8x1Eo1EBJwDw5S9/GXa7HX/0R390o/fT6nYuFEaO1AwwpULdgsvlkqm3XKSMcMPhsEF/oktk2dcCOF90pPApCuMmYXqIJX+1Wk1KRB0OB2KxmDgT4KJ3AVsyL5fnbfbz+bzMR6CDYC16r9eTzUzRLu+BpitJ+weDwSs3O3uaUH9CtA5cAECCjcFggEajIVEKR7fTaXGjcVgX3/9Z9SdOp1NSPGaQokEpNyvTWHz2XCN06GRWzEZmQWtGdK8BrQkgoKSIkOuHjoXgiACSkU8kEhGGjpEdnQkBBClYUsEaCO3u7uLzn/88Njc3xQkyuj44OMAf//EfY39/X/LdGogREM1m52PhT09P8eDBAxEZWvZqjRVjJycnjzXfAiBrjsPcWNHV6XQM4D+dTuPOnTv44IMPhI3VQIE+iQCe3Vi3t7cRi8VEHEn2hMUFZPTIsAAXQ/F0+lSbTk9pNlDve3OKU7OqOvCgX3mSEaCYdSxkJpn+1ROauS/b7bYAGe5T+kHO3brOvmCFHgABVGS9WBHFAI8av3q9Lp1tKVwm2x8IBJDP5xEOhyUlQ2D48OFDFAoFOWuoadHtH8rlMiqViiHAymQyEiTRR7OaiX1oksmkgRHn2BdmEXjuxWIxJJNJSQHpoJy9bPQ5Q0bmuimzy+yFhk+kisylRaSa+DPpdNp4EU6nKIUvMyIxGml2TUESsfIQY7Rrs53PgdF0Isu5CGp0zTcPIB5SBAI6vTOfn3dTZbkwES0rWrjYSd/yvdjHZH193VB+Nh6P0Ww2sVicN/FJpVLY2NgQGp6pIra358FJzQxpfd4jLlrqP8hwXGasCCADwAWmyw6Za2TuVG9+3hf9nrp65VkatGnTgFH3AiAFTMDBCAqAsFAajNBp04FpI/Ln93l/dX6ZLJoeVMZrIxDW0Q1z5NlsFvl8/tL0GiuiSqUSTk5OUKvV5PepX+I9IEjhIXZyciLU9nA4xP7+vvRx4FBGNiTUAlwKu3UqMJfLXVsUaNnz22g0QrlcFjE8mUvuN2qdSqUSjo6OpIKCrIrT6cTKygo+/vhjrK2tid/hPtWN/xjhMmgi68L35uHIdQdA1jKr/7T+qtFoSORs/kxXgRMy0jq1SnYbgLCdDCwY6D2JQSFTyHlc9Nm62kV/BjIN7DcUjUblXjENSl9Moex12EUGAwxUeVj7/f7HxgsQ5FWrVWknz+IL+rdgMIh8Pi9tH9gyfjabIRwOIxQKiViZn5EsbL/fF2Etz7xIJIJkMimdyXVqablcIhKJyBRrppb5WXq9nhShkPkJhUI4PT0VHRO73uqsgS60YDM4PuOb2lvB737zm9/EN77xjcf+X9d4mxXgpBKBx+ehMBXAyJsHKNNBFLuaAYpWezMPRydAh88HNBwOxbHM53PpyLi6uiq5RDoRtjQHzqnPXC6H1dVVOQCpUWm320LbczET6PDn+Lr8bCxxu8p0egK4EKHqfirMJ9brdclNEqCQZQEuSiEJyJjieZ40At+DQED/nXltHrxM12ll/2VVPJdFSBq48O909ASd/Cw+n0+odL/fLwCN2huHw4F4PI5AIIBkMvnEPiRMzeTzedy/fx/FYlEiFwAGkOX3+3Hr1i251+yTwud0eHgo9PDu7q5EyXS++rAiMOLeYAWAZS/XdGqH4ITOmwf8YrFApVLB/fv3cXR0hHa7LekfRtmf+9znpO0ADz/gojGhWVSpK8x42FQqFYMuT3c1pkCcKVZdxWfWomjWBsBjQIW/ZzYe5vz8T2vSZjamcBjA6kIJ6r84z0drbbTex263G5qpkc3mufIk0ynsdrstfoNMQigUEr9JzQdZZV2hNZ+fN5KbTqciaGYDNbIswWAQxWIR8XgcW1tb4tN5//hc6/U6SqWSjClwOBxIJBLCfvF50EcGAgFEo1HEYjE0m00paW6324hEIlhdXRXwwVk9fM9ms4lkMin6RF316PF4xI+xFFtraK5rLxSgMG1RLpeRy+Xk/8vlMn70R39UfobDqGgUnPL3zfb1r38dX/va1+TfnU4Ha2trhgOUN4YHGEWLZAIY3bJM1OfzGVTPjGCI9AlGiLI1e9JoNISO1zlEbqzp9HwIIZsEURi7urqKfD4vByrpPworHQ6HsCdEwHQsFBx1u105FDkSm85DOyW20NcdTS8z9j/hAcZ7QSM6ZoUJANm4vNeM3PShPpvNpIb/SQDpaUYAyRSMBii8Tr/fL+kQs5gWuLySx9zuns9N547p1LiOCHgikQii0aiMd2cpuBbl6hlMBAZXGSM9pmXOzs6kVJPXRSOTwntDERwPptPTU4kEb9++jUwmY3CIAETYyxQkn1EkEnmmVJxl1zOKqAuFgszZojaE/sZms6HVauHBgwfY29uTdu3Ua6TTady9e1eqKDnkjqwfU3yagWAQwjQiwTT/f7FYiDgykUggFosZqh7pBxkAcBAo1woBEQ8yM4tCptBsGjiYA8zFYvFUgMI9o8v4OWuHhy/7YPFeMM3LM4DgjH6cTMR1hLIMXNmDi8wDfTsFqUw9c5iq2+1Gs9lEq9WS+6+bLebzeWxubqLdbst8N6bXz87OJNVCn0IdHBl5NluLx+Pim6LRqJSmM5gle8R5btQlseKKPoJnyGJxPp8pHA5LCpqVpmYtCtNpFB4Ph8PXD1C2traQzWbx7W9/WwBJp9PBH/3RH+Fv/+2/DQD40pe+hFarhe9+97v48R//cQDA//yf/xOLxQJf/OIXL33dy4SNwOMHj0bifBC6VwbzrAQmWuDKNIgu3+XGBCAAhXXiOq9GB0L2RbMnPFQpjCUdy+ifYkoCqUwmg0wmIxsPgHSA5GuxmyLpN121AUBSRSyZvspI4zF/zE1OuhSAOFGdf9YbXkdvGuQQlJFifR5zOp0IhUIC2AhA+Iz4bPTG0EDlMhblqnb3ut+Jvk/coFoQreft8E8KZAk4zRVDVxmHffEZnJycCEjRJZTABUghlXx0dIRWqyUgkQEAc/2bm5syeZriOw3kC4WCOKbrTq+17OY2nZ43bKzX6/JsyMgBEKbh4OAA+/v76Ha7oh/yer3IZrO4e/cu1tbWxM9xrekqRs5e0foKfk+ntrkvdQfpbDYrQJVrUe8xtnEnmKLRb5qZSk4Ovkz7Rb+sNWb672ZNg9n8fr9h+B/9OAM1MgiRSESa2hGI8DCmf9epeQL4p5nWoDDlpM8ZAh4CMWrPcrkc4vE4Dg8PUavVhNkgc8HOvew4qxtocvBgNBqVM4t7me/NjrBMgdEXRyIRNJtNCej58/F4HIlEQgAMz8jxeCxN28i60ucQxLVaLcTjcTl7NGlAeQLTS1cREE+yGwOUXq+Hvb09+ffBwQG+973vIR6PY319HX/37/5d/NN/+k9x69YtKTNeWVnBz/7szwIA7t69i7/6V/8q/tbf+lv4N//m32A6neKrX/0qfuEXfuFGFTwADMBEgwqN1rlAdBqG9BnZDVKBXCSkRPl6jIQXi4WIY8fjsUGsyNQCAEG+PATdbjdSqZS0hNd5Zh4YTqcT0WgUiURCDnW9aRj5cNFR0EtAoYWhwDmg4gDBq4x5TuCC7mT0QTAwHo/RaDTQ6XQwGAyEVuU8Bt53AjZWpBBQUFH+PKbneTClAUAQPYW0NEaGOqfP39Gi2avyorp0kOuHhzodPB26dqpaIAtAAMt1zePxYHV1Vf6tQYpmCYFz57y1tSXrd29vD81mU9Ypy4q5xjc3Nw0pHKYM6Hg4GE4POLTsxRmFscViUQDBYrEw9ASZzWaoVCo4PDyUmTkUjaZSKXz00UfSdZprjetQBwZc72xIqYXfOpWZzWbR6XSk0k3vEf4OI2L6Bf6+OQWiq4v05wkGg5KC0O0AAMhn14yoDj7od68y3eeEwn1eOwEU07AADL1ftD5Hzywiu0JW+ar3ZwpdH/b0x2TjeU08GyiE9vv98Pl8UlXEQJa+qdfrIR6PI5fLoVgsotfrodlsCrtTq9WQz+dFxOxwOKRRJlmUer2OeDwuKXKONqAsgewRg2tOUmZjRwCoVqsIBAJIp9OPFZxQT8NKILZW4OfXrP10OpVeTzdtN3FjT/T//t//w1/8i39R/s3Uyy//8i/j937v9/AP/sE/QL/fx6/92q+h1Wrhp37qp/Ctb33L0BHwP/7H/4ivfvWr+Mt/+S/Dbrfj53/+5/E7v/M7N70UoRZns/PpigQqehPojoUApPLGPESJm0UbqzC4SLU4lukkLmIibk6oZFRDAXA8HjdoFLgReLCzyRKnaRJMsYU1NxzRcCgUksjLnJqgwp0q76uMOWntjKbTqbBBdEQU9C0WC+lAqMcG8Dq1wIoRxWVTg29qjGjoILmpABhEuDqqYzdZM91s1qE8jd2Zz+cSGZGGpzia1CUPDLvdLk7QLN6+rj0JpPDzs9kSf9br9cLj8eCzzz5Do9GQg6bZbOLg4EB+L5fLieBOrxdWDJyenkrXSCvV82KNIJAlr5pip1NvNBo4OjpCt9sVXQU7YK+urmJtbU0qt2azmaw1HkqM1PXEYxopebvdLgcpJ9ayYaXH4xFGJhKJCHunWUAGL2aAQn/G9aQDQu4Zptp1t1wtpL1pioeggIGbBjtkngjYuH8pDM7n8/J53G63FF4w+GBX1asYRQ1QgAvRKf0N769u1cCgdDQaIZFIIJVKoVAoyPOhlrDZbMpE462tLRktwl5anU4H1WoVkUhEmHaCLH5WFl5QDMxqT14nGTjeLwbGZH8cDodBY6KZ4kQigVKphFqtJuLa5XIpujxqJ+kDGdh1Op2XD1D+v//v/3ssx29+cL/1W7+F3/qt37ryZ+Lx+I2bsl1mXMh8X+o1dNpGd4IFLiqAAKO4i+WxutyP6JRomKkWKur5uloFXq1WpUqCh4oeVEgQRbqd0QsbLfFA5+fSreXJGMRiMSlP1RuaFggEEIlEnnr4av2JFrYRlBFAkZHwer1SGqvb+fNeECjxnnG8+fOaz+cTgMRNSPbKZrNduuh1OooiruukeLTp96ERlBKkUMVO4MTD46bARBuBBx02NSlca+xVQO0TJ1x7vV58//vfF90CANRqNRFtf/7zn8fW1pZBWwOcgxS3241Wq4WzszNp42/ZizFq7HR7ejp7rrFer4ezszPUajVhPYLBoPiF9fV1aZXANAvXP3VO6XQaq6ur0heJ7BgF/XpmC9N58/lcenQQPHQ6HaRSKdE1EdCbU5/adNBHf8A1uFwuDa0RzOBJa1BuIpIFIGXEy+XjVYx60jh9mmbY6dN4KHN/sSjhaToUAgOylvQB9KMED/pZdTodtFot0bDFYjEUCgVhw1j8QK1hKpVCPp9Ht9sVoMhKJAID7bc1k9toNJBMJqUPE0EoAS2BjK6Ioj/jOUXNTiQSEVAdi8UQjUaluKPb7SIcDovvZ2UR18pisZA1e1N7q7lcbgY+JAAG6p4IVy8as1iLi0rXs5O650ZjnvMycSxZCtJvpVJJ6Dgqn1OplIgpudnZ3ZGRcCaTQTKZfKzfBpXco9FInAqnebrdbtE6MDIGIErxJ7EnjMB4eGtxm07xEMAAkK6wiURChL46FcZ0E4cqvohInCDxqjy1Bih8LzryyWSCYDAoNfu89wCeuFm08+SzpenSdq41XclFZuZ50yRmJqVUKgkoIV2vQUosFsNHH30Eu92OTz75BM1mE8A5s9VoNEQ06PP5pOxZix+5ZxgV6fy8Zc9ui8VCes/w0CPjy/U6mUxQLpdxcnKCdruNbrcLu90ubNbGxgYSiYQ8c6Z1uMZsNpuMRaAomiCcwQ19FVkPtgfQlTr8YssD4EJX9qR9zD1ABoNieR3Icj/qfhn0FTqlyi/dj+lJRn1arVYzBKYEKGRtvF6vCJOp2dPVmmQ3eC9arRb6/b4w2peZru4ky61BGdksh8Mhe5Vl2myql0qlJDVFDRJZLIKHVCqFarWKbrcrrQR6vR7q9brIE8h20SdpFiQSiQijw8oiXitZFN7HSCQiTdooAGalJFNuTC35/X4BpSxC4c9RrM1nz2u/TIv0JHur6wqZmmD0TtqftDs3Fb9PGlLnWvl9lutyY+kvOvGrxLE83DlPhepl5vaY3gEgTkWDg0gkItMtmRYiGubPTafnQ7cojtVaAV4Hr4VVIU86JLkJ+Pv6i/eWk5ep8He73QI8uPH1Aa57APBnnte0/scMTghQdHdLRod83vpZ8WB/0kbRgEgb2SJqbMyHt3ay5j4rz2perxerq6u4c+cO8vm8OBqySFwfrHAKBoO4e/cuPv/5zyOdTsvzsNvt6PV6ODw8xP7+vjQE1PeGacvRaIRSqfRczZUsu7DxeIxSqYRGoyH6BzIeDALK5TLu37+PWq0mwQgBBDt9EvzTF+iSVvZEoRiah4TP5xOWlIGG2adR8ApcMMpkTwlYqHEhqKC2gqZF9vxMWmdHxo4sCwABJvRRPNCvoz0xG9PN/FxapMoiCTIDLGKgT9OHOY2MD5/FVWazGfs88bxh0MZ0Gnu10J82m03p6sxBsBooUiPJw5+tJyKRiKRPOp2OjEjgeuBnJ/BgOwytZWIzNgJJrfuJRqOGtBWZEIp4qfXRzT/pExlYE3wSMPF36FveK4Ci8308QIGL6Fi3LifNdtlNIkDRB59ZTc50jBbHAhcaFy5qvg+/F4vFZIGaRYrUN6TTaWFY+FB1/wF+VjaT03N3dOUOo+lgMPjE5my8N9x8fE/NhiwW54PMhsOhTAVlKS1pUd37g4uVMzISicQL0zHogYH6GfE+MvpnJMHqFJqOAEmRa1aEQEeDE/N76D91nwmuP3NflRdlBCm3bt0ygFheM6NqDVJu376NDz/8UFpq02ERpOzt7aHb7QrQoZCPpdrVahXFYvGlfab3xahZYwM+Hsi6+mI6nUpqh5oSpmjT6TQ2NjZkai/BAQ8/9tb46KOPLu2143A4DA0eeZBxbdOnATCsEVZ8mf2hDkTM+pbLdF7AxUA5aqd4HVrzp/0s+5Zc13SZMZkjffDa7XbR4zEIJQNBEMbPz89FH8DeU1cZA0NdZapFxGRo2EiTurVut4t6vS6VRCsrK4hGo8Jo9Xo9NBoNGYHgcrmQz+eRy+Xk/vAz8OfohwhgAEgRRr1eF2GsFhUTbDClSL9OBp3AhKCYnYfZkoCsCWf9aAG2PpeZ+nkvAYrWgtCIHhmJaO0CF6UGCwDk53hDNbJ0uVzSrp7pH0YjpMDa7TZqtZrQY/P5HJFIRHqB8P2Z/wPOHyIHB/Jh8+AhDalLoZlLJBDj9fLAJEp+GnvCe8RDjQtLN7Dj56Kmh+kqvQF0syHg/OAme3LZmPRnNTbQ01+8Pj5TrgWa7nHDe81ny79zs1wGTmjm16CRSn0VpkHK+vq69MjRIIV6IdLmt2/fxuc+9zmk02mD+K3b7WJ/fx+np6cALg4bqvoZtbFXx5P0ZpZdbcvlEs1mE8fHx2g2m+j3+wLk+X12i2X6h5NfeZjm83nEYjEDK6fTrfF4HJubm8jn85f2GuJhqFu4MyghiGd1Bfe0FtzzYKH+ju0QtDZEp3eAy5u0MdDitet2CXxN+j62W7iucf3ySx+IrLijWJWCUaYcWMkJXHSEJZNDwTvb4l9mTIfre8L3p19mwKgZpX6/L31QJpMJwuEwEomENFdj5aYOINk0LR6Piz/kjB2tRTIzSaPRCPV6XXyk1syQ7aBmjgwLtZiUD/Dc079H9px6H+pn9LmpW33wWm7KzL7VAEWLVLkZtHZDlz7pmwRcdOhk5K8PJyJ+AhX2AaE4lhuQEdB4PEa1WpX20fx+LBZDPB4XylXTn1Q7cwCTjvKpleAhzCiYzZN42Ogoh5GR7nJ6lRHQUK3OTcrNyUOf0Tnvs8vlEtEYNyHbyvOavV6vlCC/KONGMkdzvJd0bARZ/X5fqhoIYszUsxbK2mw2A0ujmRrzeuNzovDrVZnX60Uul8OtW7ewvb0t91jnkgeDwWPpnjt37kiKkY2X6vU6Hj16JN2LdaqMB1G/38fh4eGlHUAte7oNh0Ocnp6iXC7LtHDuCa6ver2Og4MD0Z1QdM2RGNlsVg5dAHKQUHeQz+exvr5u0LNoo96O0TyDEvo0CjapqwMu9FssW9VCcZas69la9CVmHdtsNpMDnxG4WWPC19W9SOh/rwtSuHd1PxQethSVsvKRVYVkUZhiJ8ig79MMAn3kVUaGhNer07s6LU72mSkcMii8p9ls1iAFGAwGEuzyfXK5nFTikfFklacOfHn91FNyOC7vC3UkTBfT17GZHH0Kg1w2HOX95rMNBAJyRugqRp2Cps/ke71XAEWLX3mT9aHLg50RJH+OqJ8oEIBhcfPhEC2yYkP31tAlvGyMw+qdxWIhs1iCwaBoAfQGJPVIVM9FoalRbjBeEzciDyZN2eoOpswzXmU6LaDzl0TgBCgERwAMOg9eE1G2jn44r+FFAhQ6Py28M9PJgUAAwEXUSJEWoxg6W822cbMwl0zQdVmKRzN1ZIxeJUABLvrp3L59G3fv3kUqlTKsfTorDVKYGorH41ItslwuUa1W8eDBA/k395JO9ZTLZREfWnZ9m06nKJVKKJVKkprhGmPUOZ1OUalUUKvVpM+R2+1GKBRCLBaToXFk+vhFFpVTjGOx2GNsMM3cI4WR7ng8lrlaBEa6WICpBvoG4KJrNDujajP3QCG1Tx/Ez6bN3NbBzJDepIpMV6fwfekjee3sqs1Dld2XaVo3QT9IzeJVAxL5e/Q9Zv/BgIiluWycSca93W6Ln0okEsjlcsK4s5pKj7Lw+XxIJpMCSJmGZ3qQLBWfFdNKZGwILKgfJFCmZo8BLgNN3civ0+kYmHMKbm02G+r1uqEqiD9n9rcMEq/bvBJ4ywGKOSIhbanRHh8IRWbARQkvN5BuisZFRmrQZrOh2+3KIqUz186GD5D5VgBSRqZFt1rpzmvjgEJGR3ygGkiRxtT0Jz8vHRjzoVxYTwII0+nFvAkN3DTgIx1HXQtV25ph0I5pOp0iHA4LY/QyjEBPG4EbqUpGEhTkMVrTn4+bifdYq+h5b7Wz1MBEg0idJnpVxoZ+t27dwscff4x8Pv+Y06GwejY7Hzewu7uLdDqNdDot7fiXyyXK5TJKpZI4dK55OsT5fI7T01Mr1XMDm8/nqFarODw8RLPZFLDHe0qgW6vVcHBwgEajIREqhYeJRALJZBLAReNDVp84HOdDQjc3N5FKpa5kSlkq2+/3JWIGLvxGs9mU2V6MvMnI6rEeOjKnhsEc/FB3R79JI0ggy6r9AgGIZit1kHiTFLHuKMv7YdahECToPjJMoWsgQ4Eu9wRTb1elefjaDBzNEgGbzSbVMbrtBe8LU1x+v186yDL4pQaG6Xub7XzwLbvIulwu9Ho9VCoVYVt0uprXQR0Sq8PYyoLXqjV0Pp8PoVDIULq9XC4FoGjZAxvOMcXM9cLzldejpRga9F7H3mqAQtOHppmO48MmZWfOjwIw0IO8wVTBc9CRZk8AGNTi7BrLa9BiL25cbn59EPBg1ZUzXOQ6d0tGhywGmR/SeLqihlUsTzLSfvwc3NQ8gInE+Zn43mx8RkCl9Th2+/nMhxfNntAITHSFDaM8bnoCD9KkLKcDHk/PEMRQuGiuFNKO08zW8HnddLO9KCP7tru7i48//hgrKysGNpAHGtNbuVwO6XRaBoPpSalHR0fSY4YgmGI44Lxv0OnpqVXVcw2jLzg+PkalUjGMPAAu9CP9fh/Hx8eo1+uSjozFYohEIshkMqIp0f6A7EUoFMLGxgbW1taeOMxOd6vVzAjXLitKGBgxDcOOo9wnWrfFMnXz/uZ60kULNIIB+hENpCkevWzP0Zddx+ireW30uXr/sh8V9Sg8uAk+dNSvgaROjV1lLpdLKit5SGt/w+em0/OXBaCcfq57XLH/CVmdaDSKVCplGCHC/ly8bl0FSo3IcDgUIMw+NBoU8v47nU4BcnpkDMvVaWSGeO8ZnNOP0peY/eZ7leLRi3qxOC+5JGUNwCBQstvtj1HyRJvcKBo989BjqoOL3Iz2W62W0LQEMBoxE5zo92bNOat7tGhWfy4zO0JQRHTPXK3W2BA9P8mYumHEQ7RNJoGoWdNx/DxE7jotwOujuO9lmGZveI/4zDWtDFzkgXUHXqJ3nQ/VTfuYL9fPV5sZpACvPsVjNq/Xi83NTel/oaMmPjumBdbW1uQQ9Pv9Mj21Wq3i0aNHBgfEe0XaWKcvLbvaxuMxisUiSqWSHJIs+ee+HI1GODs7Q6lUEvaCqd5kMond3V2pgCM4IeUeCoVkkNzTAgG+tmb+6J+4Nkj7LxbnZaDUjzHFwPWkNXBmgMI+GrxOBjhaOK8bjAUCAfF7jNJ5kGp/fh0/po3aOzOw0gHKcrkUBoJ+ThcK6M/ENDiB25PSEhTY0i8DF4UD9JMM8HjW6EIOgkg2wmRFD1lqiqt5NvFn+Pq9Xk8a/AEX4mYNFAli+Cx5jphBCs8vrZmkhIABK9cm9Yjse8LPoM9Ss980Fy88zd5qgAJcVFlwk2nNBLUYfFCX5RKJAJke0YcuRUxUuRNM6B4CFMeyAoaLjJ1jNUDhww4Gg9IungyETkvRuNF03wRtZnEwF91VOWkABmaEBxh/nr/LiAeAIXoj+ubCJqBhlMDvvQxj5KFBCu+bbojETUA9hu7AyGfAZ8KxBzabUSSrIwqCWDr7NwmgABcg5e7du0in0waNEp/xfH7eSyGfzyMQCMiUU0aH5XJZShG1HolzokajkTACll1u8/kctVoNR0dHct9sNpshPep2u1Gv12VKcb1el4ZiDodDep7oFgNcY2zSuLq6+kTdCU2nL8ypSYKXwWAg12q326VLNAEq1xH90FX6E+DCr3DvkX2gJpAHGBsGahabjIlOh1+niyyN+5clx7qSh6l34JxV8vv9CAQCcr0EVgTf9DP0jVrTdpWRMTdPVubrMM3MVBAAAUc6dQdACicIUHhP6ZMXi4VUh2o2m+kg3c2bz4UAgsJbrh2tXyPTohl43lM+F55x9DG6ZJ6AToNKrT15lvQO8JYDFPOBQqryskZlOteqo3DgYvonI2uyB2wnTPpSf7FUjewJwUsoFBJFto5Y+JBY7hYOhw1NirQAiU6FpgEDD01zdMEN/jTHpfPK/KyawdH30QyKdAMlTdHyfdmH4EUbnbx+zhqoMEJh5Kk3NmnuyxoxsTRXp8p0jlXnpnUpJSOqN0U8SpCytbUl+WmdD+Zhk0gkpC9PLBaTCK7dbovWRJdeUyQ4HA5RLpdRqVQsFuUSWy6XaLfbODg4kJJO3ZCNBwBBDIWpk8lEDsx0Oo2VlRVDR2tdORMIBLC6uopcLvfU1Acra3SqgXtZtxHQKU8232L3Z+1bGSRdpj8hA8H2DfQldrtdUupk3/jZzD1QNEuj+yndxKhDMad2GJTwWfDwpz6HB6s5xUMfu1gsDMLzy4wBGkGK1tLo9BY1RnpvsviC68jj8SAajcrUe/pn7mH6ulAoJGeI0+mUQg1dTs7fJQNCsawuddepnfl8brjvWjTMnzd3aOe/zeCDVVRcY/r8vYm91QCFegx949iLQ28kPiCiVf4f7bIS0/l8LiprvWGZC6SIiflXUnDhcBipVEpEtHzwpLuYdrpqiJ6OKGh6E5mRPhfJdcAJTc+G0FocAPJ56WRJFRIkcLHx/3X/kJcFUFiSrTe+GaTo1t3A+T1rtVqy+ZnKomNgmTV7T/B9uI7M90Xn1hn5vEkWDAaxvb2NlZUVcYTaIZD9Ypki6VmKJU9PT3F6emqoBOAhSTq6WCw+saLhfbXRaISTkxMUi0UpKdZBht1+Xn5ZKBRQrVbFWfv9fsTjcaRSKezs7CCZTBpSAwCkC2oymcTq6uq1NF5a2Ko1dzx0yTLSZ9CnMI2kdRJMxVwWgFCboVkesjHca1oPBVxUcoTDYXkdHRRS63JTJpZMOP2tGahwPTPFZLfbZZIwAxpeH3AR8Om+KU9iEB0Oh2GUgAaJWgek00Cz2UyCBK0D5Awh7a/M4tNoNCoDHRlMlEolYeX4HOi3eF6xg60ZnOi/awDMn9Vnpzltw94tVwV1ZPOexd5qgMIFBEBoUgCX5i6Xy6WhEoeLl2wL/5/f63Q6MjuD6SNOlWWKgChcI01OHwUuqoW4yAFIGe51VepaTMXNpkv/iN6vu6EZFXPT6JQOgRzvFZXh1JfovDIdGzf/dcS5z2PM42uVPKlwAKI1YqTHiMHMovT7fWE/SD9rBTydjF4j2nRjO93ll875dZndbkcikcD29jaSyaQ4L82IkEVZWVmB3++H1+uV6LDT6eDs7EyaRzGaAy4mauuuqJad22QywfHxMQ4ODuQQ05oM7olyuYwHDx6gUqnIVFqd2kmn08IS6iZZTA+trq4aAMzTjKBBizVp3N88eLh/uccYgGitGVkN/TrsMs39RV/FvaB7iLCaCYCkBuhzKFrlnn7WCei6E+plLCsZEbaAWC6XcqDT7+kDXRcQsOLmKmOah8GuTsno2W70kxpY6GCHHVsJpOj7eW8JfLxeL2KxGPx+v6R4Wq0WqtWqpNi00JjPlc/MnNbXfk6n8RaLhWEemzadKuI9ACACW/0aNy0vlve48W+8gUYER9M6AeACkFBAy4fBTWluFDSfzwWg8BAHLpA+X4tNjugAAoEAksmkYZHqoV7L5flIakYpTzM+VG4c2mUCTl0N9CQjuiZtyBSWBmGknxkhMSLX+gZ9LziP4mWwJzSWv2mdBOlY4KIEmcwVtUNkn/gzBGZE9qxmYCSg88f8HfNm07S5BgC6jPxVlx/zWrPZLLLZrLCLTEdpZiSTySAYDAowZ6lroVDA2dmZMGc8ROhIe70eCoWCxaL8/202m6FYLOLRo0fo9XoCgs0BQ6/Xw9HREUqlkvgMRtPxeFxSO/x9ghs2GMvn81JOfl0jaDBHuubomPoNMhA2m03WCf0KcNEnRBuFl6Tyua+0+FL3U+IhRw0Kf4bvQx920/QOcKFD0ewnmXV+Tl4jNYBs886AC4AUApgBytNYUzIoZJmYQtfpdOpQzKXM1KPwfjgcDhm4qsW3BD1kY2KxGGKxmNxvNmEk26HXEwXvg8FABPJkaTRbRiDFz6F759AXaNCr/bB+T3PhB3/mpiDlrQYoZjqJZqbiuFB1x0SWU5qb+vAmmx0J34dGelC3I47FYkgkEgbalDlQu/28tJiluE8zvaHNlJr+7BpwXSfNQ+DB6+Jr8IDlQURwZbfbhXLlfeBmM+tPXqZx0zL6IADUZZDxeFw2DD8P8/2MingQ0PGyQ7DNZnus7BGAoTpI0+Ss8rqK9iUIfNXm9/uxsbEhZcW8Rn6GxWIhbdSpheIzHw6H4uC4L6gXcDrPmzk1Gg2LRcH5/mw0Gjg5OZHAh1G0Tjd2Oh3cu3cP+/v76HQ60o3a5/MhFothe3tbKjL4ugBkfkwikcDa2tqNy/cvA8nmlgJa+8HInu+h1/xVKRd2ogUg+0oXJuhRHdq4ppga1ykmHsDXLTHWxhS7Pmz5OQlOCCA5/Z33if6LWjTeKx6sPOSfpEMhe8tAR7Ot9FG6qy2fE19X7yk2laOv02k3AoRoNCrBLn+u3++jVqsZOqVrWQBHGwwGAwNLdtln0QGgDpbNZpZN6FQQ/+TXTUHKWw1QgMtnpRBNsuZeR8Y6DWRuKKbTO0wP6LQPUwwc1MRGRzzIiXo1m0Flt9vtRiwWM4hjn2S6xFjnkc3Xa05XPem1SR0zuiKjoLUoWmAKQBgJsifsB6Mrhl6m/oRGpxIOh6UdNyM9OkBWRdEIxEgvazGYBqKclfKkbrJaT8AIi2Jimt6QvN+vGqTY7XYkk0msra3JemSqh+CKLApTQRS59Xo9lMtlqUojaOM+4tpn58r31ZbLc5G17nei033c74vFAicnJ/jss8+ktTnBCZutZbNZOczIdvGAYOfgRCLxTM0PzeuTplk/HkD6cOSaZzTM56/3N/UM9JH0BdwbjPgpAtV+kimAfr8vgYSZSblJibE2/r5O8TAAY58SMi30f/QPWrOi09n6fjxJGM/7xGenWSH6UJZD01+yjJn3X2vq2Imc6TKta+EzJJDls+52u6hWq5K2JjhjkA5AzjaCU51qo5/k+tA9t3TnbbIruiOt2Wfqn9Vn2E18x1sNUC6L4riJ6FB1ika3p9ctqJfLpaA6/t1cI09ajQ+EhxpwUcoViUTE2fCBccMS3V+XaeBiNLMnGoSZF8bTNjb7xDCqIUvCTcV8Jw9+Ur9kfzR1x3uv89Q3oaBvarwelmuSCubhSsozmUwaUnVara9TYfws7Jir1wI/n9nBkfrUOX3d50GbZnGeJff6vPcqn88jk8nIc+Php0uz2RSKa5LAvFQqSddJtvLm/ZnNZmi322i1WpdGU++DjcdjHB8fS5M73d4buIhaq9UqCoWCoWke9Q+bm5vY3t42DAnVIzh8Ph/S6bSUhj8r+OfrAjAcEJycDFxM+AYgolGue0bm5hQuI3G+JvV5Omjh3mIKmcwBexppBpRMA9PFz2LmeTo6CNOfhb6SfpvgUGvOtI6En/tpaVut+eC5Q0aG18QUEtPRNM3MkiVmvxM+Q2qGdMUMexvxjBsOh2g0GjLlmOlazSrxDGDVnvZxZtae104mSotlCfYuO4s0yNFiXbv9Zs3a3mqAAjzOoBApk5pnbo8LlD83n5+352UpMQ8S5vGodqaoVAvYer2e5JyBix4FXJz6oGdk4PP5JKJ9mpkFmPrh6s+tI30NGK5K80ynU7RaLVkg/B2iZO0oCVJIV+vcLje9fk/dyfRlGevyifb53lqcZU6h1Wo1OUy1w2DpOACZ+MpnrDeajqp0bpb3z1w+x+ekdUuvQ48SCoWwuroqZZWMeBhRAZApqiyJp/OoVCrS3p7VWnTq3A/sPvu+GUWxe3t74uB5H7RDb7fbODw8FBHmYrGQ6DmXy+H27dtIJpMClHVXY5fLhXA4jPX1delZ8zzGw6zf76PT6Ujna/q+Xq8nQZiZPSSAMAdWTFcRWOieIvy8PCipvWCVkC5z5fURpFzWa+W6xhSL3uvct+aonVWBBGdc67rkV7PLV7FR2ghCNBDS+gyz9oT3V6eTuA+ZWmPbAN4fBtb8jKwCi8VicLlcGI/HaDabwnLyffkedvtFgzoNRrXPMzMe+kuDC7Lql/lLXp+Z/des3XXsrQYoZqRGcKIPSjNaM+fDKBLlzW+1Wjg8PES5XDZUZvDBTadT1Ot1EVYyGg+FQoYSM5brMvIkXXedQ1xHF+bFYi5D1IuCEcxV0Rbzk4xqqNbX0QKHVOkyRQqxgAtnR5BCp/KyUzzAebSgGwfp0jZer24kx8/T7XalZJxOlFEvy5FbrZahmknfV+AiwqEDBC7yxzTzZmbU8aoZFF5LOp1GNptFJBKRCJgHkdPpFI0DQYzf75cUIKfw6goEgpvZ7Hy69/s2o2c2m6FUKmF/f9/AypG+J6U/HA6xt7eHR48eSTt74PyZBINB7OzsIJfLGYSYdOhsOpjL5Z44a+e6Ruas1WqJGLrVaolglzo6MrbcFzrooe+jf2N6p91uG4InHrq8TzwEqeWbTqeGacJ8D+5DAqHn6UZN4GH2Vzp1QUaYAlrNBuqUjtmuc7Bq/Ya57xbXB6+NQE77Te3vWdEUDAYNhz73IcEchwxyLVEfxTlMujkeP/90ej6PTZdja4Cin6suCNApLjI+l7En5nOZ5yT9x3XtnQAo+mboxW2zXd5aV9981rgzejg6OsLh4SHOzs4EYTL9wdLVYrEoDb6YaojH49KFkdEqowuPxyPjtq9rdBiaQblOiucqDcpwOJQ+DM1m0zA7Qwu0ut2udBVl+kfPkND5XYKU54l6bmIul0sYEgI/gkw6PSr0AYj6vN/v4+TkxAC69BcpbzMjZWbnqCeiLRYL6XlxWeTBn9WC51dpgUBAKnbIcHEd08lls1kkk0nEYjEA57lvpnm4Bwhk+XukiBuNxnsDUMgIHB0diZBYpzsXi4Xk8E9OTnB0dCQgxu12C1u1vr6OXC4nIFq3KPD7/QgGg1hZWcHq6upzC891J1T6uMlkIocXcFFgYD6A9D6g/o5gqdFoSKsC+gM984wHZLvdFpBrt9sRDoeRTqflnvH16SepzXhWxkgz1cBFU0p9CPPnWL5N1kH3mdI+9VlMC3TN16cLDei/NPAxazbYlkKniQAYel+Fw2G5/zyrdJdwXRwAQH6GYFX7PfN16L/rhnY0c3+qq8CJDtxuUgX4VgMUM51kBigAJJUDQIag6ZvldrtFJFWv1/Hw4UOcnZ3JRNJ2uy1sA6sY+H98bzp5zjAgaCHCZG+N66R3aFpgqRcLF6g52iebcBVAqVQqOD09leokOiKNiHu9noj5er0eXC6XVM5o50WnRvBGgPKyGRQAQntyiqYuoSVFnkqlRM0/n8/RbDalPwAAOQzoYG02myHNozcZgQe1AkwtkfLl5gaMG1JHlDoN8CrNZrNJ+3Q+R+Ail07RMYcJMv/NCrVCoYBOpyM0NAH9crmUrpTvg1iWefujoyMZnKjLLmmTyQTFYhH7+/vic8iuZjIZ7O7uYmdnR1KMGizyEInH41hdXZVg51ltOp2i2+2i0+lIUzaPxyM9byjY1IJv/p4GD9wjZOA4w4eCX92Akuvd4XCgVquhWq2Kz3C73QZNFO8r34NR/rPqT2hOp1PYBLPGhe/FM4Agxel0CuDia+hUz02MaSPgoupTi4aZbmGAoEWqgJGFBSDpMTaX0y0W+Dt+vx/hcBg+n8/AhHEQJa+Lf1LEa07zXHYNBFnm9A5Ng2h9Ho1GI4MmUb/meyOS1TeEyPsySpSHCA8lTTnRaY9GI5TLZYxGI/h8PiQSCXHWvLHz+fkodVbvDAYDaQ/N6h3mV5mKsNvt0g3yJnQtmQE6CF6n1jYAF0DG3KVQW6PRwN7eHiqVipSQ8jNrpF+pVFCv1w0VMvxcdCakSrnJ2E/jZetPaHQ+0WhUDk1uXDocDl6j0VHX63UDlc5Uh8PhkDQP6Wg6MBrvEcsTmX83527NX68rxUMji6LLP8k+8YsAm+WuNptNQArnkOiKqeVyKWmz96H9/WQyweHhIR4+fChD2bQfoWi7Xq/jwYMHKJfL6PV6Bu1RKBTC1tYWEokEAEi/ITJwnB2WzWZlmN2zGgMpTuoFIFQ8tXOsJPL5fNJuQa9nHRUTzABAu902dM/WkTwPYe6lSqWC5XKJcDiMYDCITCZj8FEsZGCqDMALYWLZcp6faTabGVpMaHDIc4GHNq+Pn40BxnWMGhEdMOtDnuBAVx7y3zQzOOB90Yc9U1Na+E6Gnum6wWCAcrksjfQoY+D3gHOGud1uPxbsmq/F4XBcOdqD942ghL+vgRQAgw7uSZVQZnurAYpON/Bm8EFysBFpKS5Em+28tIvITz/o6XSKVCqFtbU1rK2tIZ/PGwSYbFSluydyKjE3Fh8ojcKtZ6FrzQcfcDGyXedYtZjLbN1uF/v7+0LXE40zXUHn0mw2BaCw/bvWp/B6GCGQ1r1qBPvLMrI6pBbp3FkB4HQ6pTMnD1wq9iuViqTc2FiJToPpGkabXCt6wzLvq3vJ8L7wXurDXyvfX5eRRUmn08KisFweuJjEygGXdFbtdhvdbheNRkMcNB041xtZlneZRZlOpzg8PMQnn3xiYAQIjlmRMRqNsLe3JyCm1WrJfQmFQlhfX5c5N3ptkLanliCTyTx3NRyBNgDRdbAPFKttmLpl+k83T9OpF/ov+tdmsyn6OoITHrJcH2wERp8XCoWwsrIiwIuMrxZ/Um/xvACFB6HdbpfPzfQUfQRZUGrUCEr4feAiDQwYixaeZGR0zUEKjb5Ep8LoNy6TIehrIsjj59DMMYNY6qCAiyZ61N4xyCBIYMFEo9GQNI82PZqAWpmr/Jh+pleZ/sw3sbcaoPDGaONG46HEiIGomVUgbDGsuyEGAgGkUink83kZzMUGSYvFAo8ePUK1WhWKlyidG4CbTV8TD9ObpHdozE9zgenPS2dCmpZ0prZut4uDgwPJh5NG5v1hVD0ej/HgwQOUSiU5kAg+2OJ+uVxKwzNuDDrSaDT6ygAKACQSCbn3ZsAGQEo0qVVhKRwFe3RgdEx0sKxM4EbnvXY6L7rJ6mZXl7Enmk3QLbRfp3EYnW64R1BOgJvJZCQVxM/SbrclYiZwYaoLOE8JNhoNlMvl1/4ZX4ZpcFIulyXS1xVubrcb4/EYe3t70u+EKWMKzD/44AOsra1hsVgYWqbrCDUajV571s6TTFdYaXEm/YhmPei7qH3h+uXzns/nCIVCwrIwDUpNEhkKgnnui1qtJo3AyC5ls1k5PHUvIqZiwuGwpDGex7RwU4NBAg8NWBj9Mx3CtAvweE+j64AU3btKAxT6Ge0LGBiaGRTze1KHyPJ0+l8+awZK1Ofx/KP4v1qtGlLZ9PsEod1uF81mUwAIS+LJ/NZqNQGlTPHw52i6Z9JVRqbwpuD7rQYoZrU5cEHv2Ww26YFBQSc3YzgcFtROun65XCKRSCAcDku78Ewmg3g8DqfTiXq9jkqlIouDnSDZzc9cEcT39Pv9CIVC106B6PyibgxHpGw+kBkBU8RIkEJwwoiOaB242KRsYler1XBwcCAzQuz286ZzyWRSuhnq9A5z5hx8+CxNpJ7H2AI6FArJYaGFrdzUgUBAqgdarRZ6vZ7cC+CihJuvQQbFPBJBI386YoIYbmT+LCMvOvrXmd6h2Ww2pFKpx7QovG4yAcFgEIlEQg5iUvWcRsvPzYZ4LFE9Ozt75mFgb6rNZjMcHx/j/v37KBaLwnZoCp+i2AcPHuAHP/iBiMtZJZJKpXDr1i1sbm4KLa9TO4xo2RclFos91wE9m81Qq9WkEzT3N6Nu9tDQLQOAi2aMXLPABUXPw93hcIiwVutPgIvDdj6fS6MwCoQZ/VNToxlvprAJTJ5Xf0Jjw0Ut3OReJ7AkA0ywxENYp2TNhQlPAin0j4Cxpwlfhz9D/0Sfo3vH0OhvdEURhdZ6UrkOMmw2m3Qypy/s9/soFAro9/uyDriHtR7t7OwMlUpF3o9nGBuSsl8U76M+c3W6U6fvmG7i9evncJNswlsPUDQ4oa4kGo0ahnaNRiP4/X74fD45uLh4ZrPZ/6+9L42R7K6uP7V07fvSVV1d1XvPjJfxAAasUSIlwRa2gyK2LyB/IBAFJbEjCFEiiBQQSiSjEEUChCBSJOBDEiIiOREokFgYjEiMGQ/YHtsz49l637v2fXv/D/0/t3/vTXV7eqZnurrnHak1M901Xa/e8vude++552J9fR3ValUEmNFoVL48Hg+azSauXr0q7xMMBhEMBmURCofDuqwMbyAKZN/K2p6ZDeP3KEziA8Ob0phC5GJJAqOSk/X1dTlXJD1qKrBUKuHq1atYW1tDLpeTrIzL5UIkEhGyx/enZwOjj/3wadgrrFYrgsGgPBTcPBkFdbtdMW2LRCKo1WoSAa6trQlp5edgRogLJrtTjOQX2Fbic+4G7y/15yqZ4+89aFCLQuMnYNuskOcsEAjA7/cjFotJlF0sFpHNZsUZkyZivN9KpRJWV1ePVBal3W5jdnYW58+fx/z8vJQ0SCi4YdfrdVy7dg0XLlzA+vq6RO12ux2hUAiZTAYTExPweDy6dDzJ7sDAAGKxGKamppBMJm9Zx1Uul0X0SKt9VZTZbm9Nz2UQwu9R3M+yC7BdOrbZbPKs0eiR6xs3WUbmFMcC20JsrpF8TpjV5qbcbDYlw8xOsluBxWIRM0c1w8n1Xt1IVS2e2vzApghmQLnOapq2Y5lDJR4sixl9QNQ1hdoRNZPD887fZ8zE84uCZLU9nSUyWgrQxXdjY0MCa5JIiv0HBgZQKBQwOzuLM2fOYHV1VcTf9MwBtjPIvUpXamCi/oz3nKpt4Tpz1xAUo7BH3axVYacaqTDq4eZPbwAyyEAgIATE5/Oh0WhgbW1N9BkApGbIcel8OElQeJOyRWy3yICCTSN4odnazPIDy0vqfBW+HtgSxF65cgWXL18WcsJNk0p+NeVI8R+9TxjxRCIRyUAAenLCY6ae5U6Wd4hYLCbZG26yRgFWMBjUdfNUKhWsra3JLBlVu8SsC9vv1C4tbjzcmPgnF3m1DVeFWkc+6EwKsyiRSEQiR94DwBaBISmnANlut8vYg2w2K3oLLmIDAwOoVCooFAq4cOGCzGU5zDCSk1qtJqMVLBaLlFQ7nQ7efPNNnD17FrOzs3Ie+ZxFo1EcP34ckUjkuvo876FoNIqxsTFpO77V4+YzzPua65K6mdRqNZnSzmPRtK0hpgyquGayxOP3+8XEkn5B9EtS1z2a/DWbTdmEPB4PBgcHdWSd2SNViM9M9X7AZrPpZvJwDVOJAdevYrGI+fl5rKysyHNPB1xVIK4+6ztB3fyNGRHCSFJI7ozdPL0+k8/nQzAYlP1HfQ9m7aLRKJLJpFQSOp0OlpeXUa/XdROrgS0SubKygoWFBVy5cgXnzp3T+eWwTEfiTEIJbJu0qXPOjOTFSE74971kyvbnjjgg8EO7XC6JkvngUUTpcDikhYwujtVqFaVSSZhuq9WS9sHjx4+LXqRUKuG1114T0yGKa63WLQe/0dFR+Hw+XeqOGxfLH9FodMcNnIuIarMPQDYPLv60Yi8Wi2KuQ4GZOlSrXC5jeXkZa2trYqIEQEaqs2bOuu/CwgLOnz+P1dVVEbUx+5BKpeRGYuqXzJiRdDwev+PlHcJu35oEWywWJXpX23k1TRMBczAYxMbGBux2O9bW1jA/Py/1XHUjHhgYQLFYlI2Irbcku3zAA4GALjOi1p6B7dQwoaZ/DxLUWGWzWZnCTTJN0knS53a7kcvlYLFYZBFPpVK6zCOJWbVaxdLSEs6cOYN3vetd+xIJHwRY1jGSE5ZtKHanHu3cuXO4fPmybMgsq0SjUUxNTWFwcPC6rilGy263G4lEAsPDw/syaJOkg/ci72saCzKzWigU5OeMtJlRZVkHgKwx7JqrVqsoFouyDjBDyCxkp9PB0tKSWOBThJ5KpRAMBuUYKEzleWH3Cbub9gtqVoKfB4AENCx7FQoFbGxswGq14o033hDtHYXirVZL5qdRGsAymRHcgHtllNVASH09AF12jhnhXmA3ldvt1lUI1IxNNBoV4SuHoNLTKBQK6XxUWJrxer3wer1CytimzHuBWTiSWQA6QsXgTfWW6kVOVF3UDV/HPb26z6Cm7vhA8WR5PB4RRHLjYhRJdlitVmWjKRaLaDabcDqdEmGvrKxgZWVFx/ipy8hkMhgcHJSbizcuMxROp1OEX73AjV41yVEZNH0MGMGyJqi2yvFGcDgcyOfzmJ+f13l9sO6sdhvweBcXF/HLX/5SprFykwoGg9J2SqZOts86MTf/W/VquFVEIhGsrKxIFMe2cBKrgYEBiQBXVlZgt9ulzJPNZjE0NAQAOs8Eh8OBtbU1WK1WDA4OyuwMEmGv14tIJCJdEjzH3MSM4jqmOg86gwJAsoihUEiILxcq3iORSAThcFjE5WynX19fx7Vr1zAxMSGLqFoDHxgYwPz8PKxWK0ZHR5HJZPa88arp89s516kXOp0O5ubm8MYbb+jICbMJXFO63a4IZy9fvox6vS7+Sna7HalUCvfffz/GxsYAQOZeGUWT0WgUo6OjtyyKJVSBI/VvqoicGQ96IDFgASA+TapegESc4tlCoYDV1VUdueDn5to3NzeHarUqa204HEYymZS1xWq1imEcgx1mrHdaJ28GDMT4+fh5Vd2e1WrVdbe0222srq5ibm4OIyMjsrZVq1Up+Tidzl09jfgZVSsGlnbUrAKzqsyssfRHYsPrZ3wfEolAIKATW1NX0u12JWvs9/tRq9WQy+XgdrsxPz+PTCaDQCCg60wdGhpCq9USPWW73UY2m5WAhfc/AzpjqYr3DK8fS4F+v/+6Ybv8cy+Tqg81QVFnOvChoMaEC646Wrrb3fLtmJiYEL1Cq9WC1+uVTp/XX39dGGoul5OHqNPpIB6Pw+l0IplMYmRkRMSv/D12u11SaNSyvFX2hA+0erF5Y6m9+xSgMfKlgIkPPx98inZ5Y7ALh1mZbreLxcVFvPzyy5ibm5O6MFn4+Pg40um0pDT5ELFW3Ol0xK/hoLInBFOeXDxZK1Xn9MTjcWxubiIcDotB1ebmJpaWluT6MCNEbQpfVywWkUwmpSuA5S91oJkqIFM7B4xfu0VedxIs37G1kFEYF/FwOCwkXtM0VKtVFAoFBAIBzM7OIhQKyfNF4Tmjc6fTicXFRfFgGBkZQTAYlMDB6XReV8OnIK9QKAgp4ffowHy7yUqns+Ug3YucMOjggDuSk/n5eTSbTdGoAUAmk8Hx48cxOTkp31dLKRbLlqEZ246j0ei+6LeoJWKpRdVZuN1uIdDckLlWlkol3HvvvUgmk3K83BjVskuz2ZQp17zeaoDV7XaxubkpBIhrXiaTkXKhGnmTOJFEpFKpfdWxMZBi9lwNXrkXAJC5NfV6HXa7XSZUd7tdjI2NCcmrVCqSsYjFYkilUj3fV+2QI8lQA1BgeyIyA2eW6nvtEyz9ECzzUB/GNZnrOkkFBwjScLNWq2FxcRGXLl3CAw88ICJpVgosli3H2kgkInuRmk1j2ZJrHrNRzKyzCkHix2Plvsx75q4r8QDblsGExWJBNBrF0tKSiBjphqlpGnw+H0KhECYmJjAwMIBoNCoRtdVqFRvner0uC3a73UYkEpER9kNDQ6KWJgOmfoXpcbZ17gS1HU79omCLnSQsF7GVmISm2WxiYWEBy8vLYvE+NDQkhEQtxbCGTsX2K6+8gqtXr4oAlz4IIyMjurIVN65qtSoeB1arVRaeg8yeAJBS2+rqqkQuFMtSFE2iyGwUx7wvLCwgkUhIBKGq20ulEhwOB5aXl8X5k5oLCvp47dSRBnzoGWUC14tmDxok3B6PRyJuRpE0E0ylUlhaWhIybLPZsLCwIJ/r3nvv1flJ8D5wu92SbWT2MZlM6rwluDi6XC4UCgV5flVjp263K6RkdXUVoVBIIu39xo2SEwBYXl7G5cuXxdCR36f3TjqdxvT0tESiLO2wnMDAZXR0FIlE4pZFsQTLJ2raX22l7Xa3PSxUrZXH48H4+Dji8TgajQYcDoesB7zPLRaLrI9qx4jqIcQuR0bMaqaOs3doKc8sZaVSka7Jt2oi2CtUrRA/PzdVllpJ6NRuG54fDoxVgzt2qwUCAaTTaaTTad17GhsdWP4iEWGAwmeOe4b6/KkBN2FsQ2ZGmEMouQcxQLZYLNI1BWw/kyRfzNyxrEaCw0GrPDau97VaDX6/X4IyZkD4vuVyWfaYXh426h5GwrKXzOqhJijGLh6CqatisSjsjmyTKbpwOAyXyyXCV/aSM0WlMsZ2uy0Cw+HhYYTDYZ2XARdxpvji8fiuGzhvZpISPhS80ZgpUY2D2FnDhZMt1PSiyOVyoplg9GmcHTM3N4czZ85gdnZWvBo0bcvpcXp6GidPnpSblOeXpQ+WQZLJJOLx+L4J2m4V6iK3trYmNWYuej6fD4ODg8hms1Kf5RTaxcVFMePjwstMUj6fx8LCAhYXFyWyMLZWq4sc7y+mQbkZ34i47k6Dmz21Wfzsak16dHRU2mtdLhdWVlYAQLQ69913n5A6t9st0bfD4UCxWITVapWBcrwXeT+qJoHG7gA+c8xw0s/B5XIhHA7Lse9HVuVGyYnVasXGxgYuXbqEmZkZrK+vy6ZWr9cRCoWQSqUwPj6OUCik0yTx+jscDoTDYQwPD++b7kQFyQMjVWoT1GwCs8sk2/fff7/u/qfeCoBobmjfXygUZA1gSYhRu2rY1+1ueb0cO3ZM9Du0QVC7VijivB1dgCRILGtzj+A+wHIXsCWkJ3HgcVQqFYRCIV17LgXh165dw2uvvQaXy6Vzqwaga0JgZtrY+UOhMru6qtUq8vk8BgcHpXxuFOeTbAIQU0Vm+fmZ1NKL3W4Xd3NmNhuNBjY2NvDaa6+h2WzKHkXBPzVDlUpFN7+OwSu1TGp3DolbOBwWOwre7wDk/uC/GWjv5Xr3xy5zkyBBMaqZqaUIBAJYWlqSTZcdJ1wkKezhg1mv1xEOh8UJ0efzod1ui00zIzm1tsvFQH0YE4nEWy5AjDzojcAFjcSBoAmSqgwnIWKUwzSmqpTmw8IFZHZ2Fr/85S9x6dIlYe+NRgPJZFLICce/06iHCx5Jns/nw+joqLQd9gMoll1fX4fX60W73ZZSVCAQgKZpiMfjmJub0zmocu7Q1atXcfz4cQCQjEE0GhUXxnPnziGRSCCRSMimytQo5xXRsZLnxLgJqxFsP4AZPo5sYLRvbDlOp9O4cuWKpPxrtRqcTifefPNNuN1uTE1NSTlRFR96vV7JWPGadDpbM7GCwaCUj7jR8dywzMBIixoxEgLW00OhEJLJpPhC3AxulJzY7XYUCgVcvHgRFy9exMrKimzi5XJZnol77rkHqVRKZ87H38fzSZfq/dKdqOAzC0AElzwOEiZqS6ghY8maEbNKrLlBFQoFrKys6LQtJCe0LLh06ZJcb+ogeH0Jrider1dMLoPB4HWb/H6BxmVqZxPbsFXSSILE4Kbb7cqIB4pKSSao+VtcXITdbsfk5CTS6bTcD9T1GDVaJD/0WmIml92Y+XwejUZD/LS4v6hdSCQoFotFdGKctcOGCtXpORKJYGJiAuVyWbrr6CrbarUwNTWFeDwuBIyfs1gsynVk5w//DIfDciz0jCK5JZE3kg9+BgY6e3UKPhIERQUfMnbQsIxRKBREc8AbjeSD04jL5TKKxSLGxsagaZqICGOxmG7KJsmEqs+gbfTExMQNlT/IWtkdpOoUSEjIVjnrhqSIqXi1ZVCtk/PYuMhfunQJ586dw/z8vHzubreLZDKJEydO4OTJkzLanQ8zzy1TjAMDA5icnBTRWz8hGo3C7/eLRT8jRxI2lvKWlpZk08jlcojFYlhdXUUsFpO2cn5mPkilUglnzpzB9PQ0pqamdAI7lpFY82VGAYCkbPuhrGOExWIRAp/P5+W+ZrRFgpXJZKR+bbfbRcNQLBbxyiuvwOVy4cSJEzqVP9P5/J0k7zw33DQ1TUM2m9VNsCVJUsGNl/4dJEr5fF7KJUxn3yi63e4NkROWJS5evIhXX30Vy8vLutS3z+fD9PQ07r//foyMjMiawTIJPSKo+xkZGbltvkHM0vG55RpFI8ZcLqdzkGU5mpkz/g4+M7yP5+fndW3mzMC0Wi3JlrH812g0UK1WMTw8DGBbI6iWV3ifBAIB6RC6HWCgUa/XxUiQhID3KbNL/DdJnNVqlbWfGT0Gk81mUwZHMnudyWTks/D3sZRMmwgAUlatVCrSqk+CUi6XdfsGiQbXL/U8ud1upFIpITZcj1Qxqt1uRyaTQbFYxNWrVyWjY7PZZORHu93G5OSklCEpGSgUCkImSKzoNswgj4EviabX69VpYlTdjXo/7XUsSn/tNHuEmr7jSSGLazQaiMfjqNVqKBaLIhbj4qGy3k6nI2lQGnAx7UcBLbBdT+NNwMWIBjqZTAbJZPKGFiCjP4bawsuFhdEOSw9Mu3KRYEeJz+cTgSydQjudDmZmZjA/P49r166JWQ8FnXS5JDkha2epieSIuoBUKoWRkZF9T03vB7xeL8LhsNg6c4FQZ+XE43EEg0FUKhVYrVv9/Gtra3A6nbh27Rruu+8+sYJnKy4Hvi0vL4uoMB6PY3V1FcCWxb/H4xFzJJbW2HHF92ZU2k9wu91Ip9PiFGu1WuXe4GLITZX3O8k0swqvvvoqvF4vpqenpeOLAxmZ3eMiRYGfSn6B7c1L7X7is8x7nlG7aoTYaDSknZKi9RvJprAL54033sDCwoLO+8NITlqtFi5cuIAzZ85gcXFRNopKpSKf++TJkzpyQl8IAEKohoaGMD09vS9mbLuBmihmAoCtjZodigxAuNFYLNcPb2MmloJn+j9RowJsk+9ms4krV65IYNBoNBAMBtHpdBCNRmUNoWkYo3RmHfe7tdgIrsvxeBxra2s6wbrf74fP50M+nxfdBoW+XOOo3WOmiJkndrow87i5uSm6RK7VtVoNy8vLsoawDZ1kRNWtkcRwArB6//O5IMkHtktY8Xgc5XIZAOTZULuVmOXsdrc6Ull6JUmhpmxiYgJzc3N47bXX5DV8bxIkdqWSCPNeCwQCMliXxwZAPguzMQD2LJAFDjlBAbZFsvRCAaA7scPDw7BarTrvkIGBARHzkZRwUwO2W3RZXqE4iDcSLwIvXDQalcX8RrMLXAj4oHPRVsmT2svPUguZNT0KAEg0H4vFYLFYsLm5ifX1dSwsLGBzcxPZbFa0Njbb1vj3qakpPPDAAzuSEzJgh8OBZDKJycnJvhDG9oLVakUqlcLy8rKkYoGtoWl0lWSmY3l5WYje5uamlHNmZmYwNjYmjpZqutzlckkU2Wq1RB9EYVogEJAUudr2zuhGFZT2C5gqHhkZka4ZRoiqOVM6nZayBQBcu3ZNRiXMzc3JuZ6ampKIk6REbdEGIH4aPBd8rWrDzXo6sF3KdDqdks7mM8PjIVFh19Buw/ZUcrK+vi7PFzM3bMFUycmLL76I+fl5yZyUy2X4/X4cO3YMJ0+exOjoKABI6p7nlt2Bo6OjOH78OFKp1B3JPKqdNQSJJQDximLWlhE9j41rwfr6OnK5HCqVCiqVimgQarUaAoEArNat6c2zs7OSnaC7NkWa9FlRS5y0bGfG8naCpX5myHidec+53W7JvKoZIU3TxCeLgnIGgBxGSIEoNYPUuDmdTtnsl5eXZf3h8ZDgq+Zx5XIZ5XJZyCW/z/XEaPwGbD1bw8PDKBQKWF5ellKdmgWy27ccjY8fPw63243NzU1sbGzIOr+2toZqtYpz586JrIHlXGaS6UhMQS0JODOINpsN8XhcjletLKh6FTUouWtEskYxkRrx80SxLTSbzYqmhExYZbFcGHvV0CgAVFuzuBEyi5HJZPbUy88UGzttmDYju6fPhtFrghEfSZjP5xO32larhatXr2JxcVFU9bRvZnrX5XJhcnISp06d0pV16KvCaLLT6UiZbGxsrC/aineD3+/H2NiYGK2xpZACzm63i1QqhYWFBdFGWK1WITGzs7MIBoPIZDISBQKQjYalHbXdm6S4VCqJgRIfbF4rnvN+PHdW65bXy9raGlZWVmRDUX2DnE4npqamYLVaRdRHLUitVsPS0hJeeOEFLC4uYmJiAuFwWPdMMVJnBw7LrpVKRUS61PUw66USFafTKa2MvFfV1zGbQVdoTgQ2Cmmr1Srm5uZkGjkXcT7HLNGRhLz55pt4+eWXMT8/r2s3ZebkgQcewNjYGCwWi2zQAITYeb1ejI2N4cSJE3eUnKgGgtxoKdxWW0e5IZJ0cC2kFi+Xy0mLMDdI/pwb/euvvy5dhwx8PB4PEomEaEvsdrvYNTQaDemuSaVStz3YYftst9vF+vo63G63uMPSdI82/JxDBkAs/Um62FrPPYC2DGpmgDO8arWajD+o1+uIx+PSXcmNmRs296xSqYSNjQ3EYjEprzLzpFpXGD8bxylQaMtJ6/w5s7dsI5+fn4fNZpNRHuVyWeYmAVvBCI8xEAggFovB7XZLCYvHw1IWmzgYZHPd5Wfkl6qNVEen3AiODEHhl8vlkrQX020UuwUCAakhqiZkHEHODZpsGoAopcl8GemRaYbDYWQyGUQikRs+8RQgkc1zIQYgx8DUGRdzPhwsC/EGA7bIzuLiokwbzeVyyGazACAPIjfKdDqN++67TwSxJCfMJgFb0SBT9JlM5obT5wcJdk9lMhksLS3JBlqr1SRD5vf7ce+998oC5PF4xPkSAC5duqRzn2U7JNuKubjRFpz3EMWyAHQzUJgNIznsR5Li9XoxOTmJWq0mtWd1kWO2bmRkROrcqq8FSYqmaVheXpY2Rk7CZsDAe5yZTJaU2CGTy+VEi8JSAAW2vPe5WVLLwOvBTFapVBKixTZXppmZWic54ULJ7A3XiGq1ipmZGfzqV7/CpUuXJGNDQez09DROnTqF8fFx+QwkJ8y8OhwOpFIpnDhxQrpkbjf4OVRyogpkVZLCdaxSqehafNfX13H+/Hk0Gg2cOHECiURCnGPVkrOmaTh//rwEQo1GQ9qmPR4PMpmMvAezc1xf2M66363FO8FqtSIQCMi6wLW83d6aQTQwMCDDYqlRYUaD5V8aV6qlQIo+SQpVfQpFtpQb8Nxxf1DF6CTj+XxepAiqRYGqa+n12eLxuAShavZRJfjs6mG7s+qYXa/XpWuJZRybzYZYLCZz5qg73Nzc1K1npVJJSBWD+51ICr/uqhKPysq4YFIjwovMxcPv9yOZTIoimZs7SYoqbuJGTVLCm4lRNWus7CbYq/BNXTzULy7m6o1EG2o6enJaKbt9GNkVCgXpQuFn5I3EMkMmk5FSDXUYaksioymmMycmJjA9Pb1n5fVBwefzIZ1Oo1gsIpfLwev1yrwQLrKDg4OYmJjA+fPnhVjwXqhWq7Db7Xj7298upIR6BC6yPL88h4yMKcTmNWGpgFE5y4X9BotlyzdoZGQEly5dkq4eRsyM5AYGBjA9PY1gMIg333wTly9f1pVfLl++DL/fj6WlJaysrGB4eFiGbTJyDYfDIuzmuAlmUVhGYhcQ50BxkaZewXhO+cyynm6z2ZDP50VIy9IEU+kso/JakMADW1nRK1euiMMytS+5XA4+nw/Hjh3D2972NkxOTkq6nuuLmjGjm+ydIicAdFlVY+MAAB3pVLOwvK/pRL2+vo6VlRWEQiEMDQ1J2Y7X2maz4cKFC7h69aq4MsfjcSFGk5OTupKn2nHISdh3InuiwmazIZFIIJ1OY3V1VQww2YYci8VQKBSEJLCs1W63sbm5ic3NTRw7dkwIBbPz3KxJUEgEOahUzfwxiwBsl2+YmeNaTV0HO3L4GrfbvWMGjloyPkckP3xOeGzULNIll/N53G43PB6PrjTHDi9mj9Tsm7E85fP5pLED2ArofT6fmF4aMynMMt8o9kxQfvazn+HLX/4yzp49i+XlZTzzzDP4wAc+ID///d//fXznO9/R/Z9HH30UP/rRj+Tf2WwWf/qnf4rvf//7sFqt+PCHP4yvfOUre65J8oEBoHswyeQAyIVjRiAWiyEUConBGYWzakqbtVlu8KoyWtM0BINBpFIpnavmXsHhWlyA+YDzhudCyo0vn89jZWUFhUIBoVBIIkemA3l81D1QWU0tTSqVQiqVEqGiSpIYEfO1wWAQ09PTOH78+L5aUN9uWCwWxGIxjI6OiuCT1zgcDsuCmclk5HxyWi8FYJcvX5bNiG2GqhEfN21aTbNNlpk1Vf1Pgun3+/s6A2W1WpFIJMT+ns8E701qK2h9TmK2sLCAYrEo4uNqtQq/349sNot6vY7V1VVZ/BhNMpLudDqyEajRJUWw3W5XsnzUO0SjUfh8Pp0nA88xNwg148KsDHUDVqtVOt1UvRezCW+88QZeeeUVcSW2Wq0ol8uIRCI4fvw47r33XkxPT0u5wkhObDYbhoaGcPLkSWQymTtGToDtDArXAgZZ3BT5+UmsQqGQEEOuP2yT9fv9sFqtKBQKSKVSOt+T1dVVaTve3NwUgTo35qGhId1xUCjMcx4Oh+9Y9kTFwMAAEokEjh07hmvXrknWgVnwsbEx5PN55HI5eaZZOqHpYCKRkPuFZJC/m67i5XIZbrcb0WgUjUZDxp1YLBaZZcQ1HoAEoMwqkqTwOVH3uF5gqYcZzkajIcJfXgcG2iRkLpdLWrBLpRKmpqZk7Q8EAjLigwQJ2NpHuRewqSSRSOg8ZNTkgKpDo6cRM6S3laBUKhWcOnUKn/jEJ/ChD32o52see+wxfOtb35J/GxfnJ554AsvLy3j22WfRarXw8Y9/HJ/85CfxL//yL3s6FrJTskYVrIEDkA4EMkCKuVi35mA9MkH6PfA9+LDxwnLSr0qE9gIKKBn1qReX9Xu1U+HKlSuo1+tIJpNSVyZ7B6BjtKwDkxmHQiGZzqyyar6X6p9C1fvExISQk36M+neDzWYTArK4uChKfZXlc8Q9I55Op4NcLicK/ZdeegmNRgNTU1Mi/uRDxnIYdSkkimoHGYkLyz1c4PsZjK5o0pTL5QBAl23gfUMhajgclnZLuqdStU+yrHZTUdnPaJrRNRd1q9UqXVaNRgPr6+sy+4q+Nel0Gj6fT7J6RqJCE0OLxSICRdoA0FmaESaj1rW1NVy5cgUXLlzQkZONjQ14PB6cOHEC73jHOzA+Pq4jvYCenAwODuL48eNIp9N3lJzwuWbQoW6gJGJqEwDJBrC1nnODpd1CJBIR7R4zj3a7HcViEW+++aYISVmuabfbSCQSuP/++4XQ07mbuhOun3c6e0LwfqD+hest9YXJZBLvfOc7AQAXLlzQDX+8du0a2u02fvM3fxOjo6OS+eDnUNuBSb6q1aps6tzYqSXk9WFGnmUgtXOG509tmtgJ1JIx6GW5lt1aJA1q1gbYbpggWOaknk5dM/l/+QwnEgmsr69LqzMzxGqwbhTL38x13zNBefzxx/H444/v+hqnc2teTS+cP38eP/rRj3DmzBm5Ib72ta/hd3/3d/H3f//3O8456AW1JZHdNsxKANuDmXjSmNLiQzcwMACv1ys95WwbZjcMHzAubhSN3SwxIUg++Bm4sXGh5SyepaUlyQDR3ZbTNrkwcgNQFeesjcbjcV3tlDc9dTfqQu1wbE1hpV33YSQnxMDAACYmJpDL5USDQmEs75nR0VEUi0VdO7CqDTp37hwKhQKKxSISiYS0aVMfpGoi+FAD2/odbgz0D+h3sKtnbGxM7im2H/N+Vztw/H4/JicnZdQAs5DNZhPZbFYEhiwbcvNUB4jRVyMUCkkkxk6KQqEAt9uNtbU1EdFarVYxh5qenkY6nZZ7VNWnqJ0snU4H4XBY16asluaWlpZw8eJFrK2tYX19XTb7jY0Niazf9ra3YWpqShZoZpQYCbMENTY2hpGRkTteErVYLFIOU7V1wPYQQTVqb7fbUhb2+XziYcH0Pgcg0tuJZPPy5cvIZrMSjTPQczgcmJyclOGbJOzMqDELNz4+fiDZE2B7LIbf75fPyu4d3hM+nw/3338/gsEg5ubmkM1m5dwuLS3hf//3f1GpVDA5OanzcFEHjZIE2Ww2FAoF+bmmaeL8DUDWbgaRDCR5rgEI6bkRsmuz2ZBOp3VeNmpXGbPAtLEgcarX6xKQ05Oo0WhI0K5mNrnHxmIxRKNRLC4uyvvzs6hlLH4GtYy6V9wWDcpPf/pTDA4OIhwO4z3veQ/+9m//VmrIL7zwAkKhkJATAHjkkUdgtVrx4osv4oMf/OB1v0+NWACITbGqhFZJCbBNXtSvWq2mGwWvMkq2SpGUEIz0enX43CrUY6NugeSBNVKm7+x2O4aHh5FIJHQpcorAmNHxeDwYHByULgZGCrxB1TlDqogxkUhgbGxMupEOKzkhAoEA7rnnHrz66quSRWF2g+f82LFjcLlcuHr1qpRt2E1VLBYxNzeHxcVFOYeZTAapVAqdTkdEZcy68MFnzZep3L2Ipw8aVqsVQ0NDkt5mxxKwbbCkRovMEkWjUbTbbWm7jMfjKJVKKBaLutELAHTBBPUvnOvCybFctEulkpRuNjY2YLPZkMvlYLFstdKfOnUKU1NTOkJAoq+WSfnskowzU8OsCd02mQ5vtVqiLzt16pROc6KWVak5oV6DLssHAabumekjSCb4+dWZL/Tj4PUYHh6WrrRQKKQrG126dAlXrlyRbBQFzi6XCxMTExgdHdVloVlipcFZOp1GPB4/0GeBZR7elyRmPGaXy4WpqSmkUikkk0lcuHABS0tLsNlsiEQiKJVKOH/+PFqtlmj5mG1jVwvPL8Wm1IVwD9vY2ND5lHA4J0X56vnhs3Kj58xut0vbOwCxlmBQQQ0NjxmA6IP4PgzCSLx537PLjWVM1fdELXdxn2WyQP0MexXIAreBoDz22GP40Ic+hPHxcVy5cgV/9Vd/hccffxwvvPACbDYbVlZWMDg4qD8I+5ZdOed9GPH000/ji1/84nXf76USplKYhjPqCSKj7AVGijweYr8fKC5sNIZTzXVopNZut4WcABBmnUqlEIvF5DMRXCi9Xq9O2KmmCtkNpEb23GiGhobEJbYfjdhuBtRVjIyM4PLly7IYARCCxunNbMFbWFiQGjQtnm02m6jrae/Mh5XXgA84H3ybzSZDCveb1N5u2Gw2jI6Ootvt4uLFiwAgvgnUFLDtlMSDmhC6k7LVlf4QbEcMh8OycbEMyaygOhF6c3NTMoiFQkH0ArTspjakVCphfX0dJ0+elHPdaGxN66WmSNVoMZKcnZ3FlStXcPXqVVQqFRHZchHl/KYTJ06IezDLVcD2eItms4lwOCyZp4PcgHkdSCIJi2XLhIz3MIXhFotF5kwNDQ3B6XSKyF41rMxms1heXha/E5fLhVwuh2aziWQyiWg0imPHjiEWi0nAxDJDMBhEo9FAJBJBOp0+cD2bxbLVdszsiaovU7VKgUAAk5OT8Pv9cq/w/qxWq1hcXES9XhffHVVDxY1abcWlrkTNhlCnRkEqN28+AzeaOTGCzy8A0dqw4ULTNF15n6TV4dgeWssASyUxwPbQQhLN1dXVnkkA/h5+FmZ0qAPdK/adoHzkIx+Rv588eRIPPPAAJicn8dOf/hQPP/zwTf3Oz33uc/jMZz4j/y4Wi8hkMpI5YbqYC5HapsWomRsy05e74XYuMippYEsnU6KqWyEFl+wa4WbACaFMuavlJhIrZmGYeqSKmz32jCK5QY+OjsqchaMEm82G4eFhLC8vi6aC6VxqlFwuF4aHh0W7Mzc3J0R2cXFROlpUJ2LWdNXuBGCr7sw0KUnMYYTdbsf4+DgAYGZmBqurq7LZswuHLaNq+YV1ZpvNJlotmt7xXqY/BtPM1J4w3Vyv15FIJGT8++LiIq5cuYJWqyUkMZvNIhQKoVarYX5+Ho1GA9PT04hEInItSqWSRK9c8DmR9vLly+IaynZzet9QSzI1NYVMJiOBDfVi1LSwZJhMJnHs2DExhDwoWCwWMc5SnWG50QWDQYTDYfHq4CbFc06ySEFrp9PB5uamDMxcX1+XIZocGurz+TA1NYXBwUEhnXx2WOZwu90YHx+XsvlBgueIgnAOPmQWieUxVY8XjUYRjUYxMzMjE4RLpRIsFgvK5TKWl5dl06ZsgGUhZqxVQqDaWfj9fsRiMTk3vF8J1T12LyBJcTgcUqpiEGu1WuU9ehnAcf4Vwb3TarUinU6L+Jt7Er/UfWinxMHNBL+3vc14YmICsVgMly9fxsMPP4xkMom1tTXda2gdvJNuhSIbI/jBVQZI0qKmxlStBtndQYE6E4rZVGdCptioadA0TSbpsked+hK1DVQV1XLzVEW0KmvnokG/iqGhId2coaMGv9+Pe+65BxcvXpQZGGqJAYAozFlbpplbOBzG0tKSPODMUJHkcMI0hdosYzIbdphBkkKhL+d3kDyrERh1IVx8AYi3DDUHzC6oixgNwVSQDHg8HnFoHhsbw5tvvonFxUUhJ/l8HtlsVgyyZmZmEIvFZEo5oK+DA1uC0M3NTZTLZYksOSqCKW2OgIhEIrrj4eZCkzL6Qxw/fvyOd+z0Ajczr9crmy+DNpYzqFOjI3Kr1UKhUMDGxoaUjoHtWUWvvfaaZHX9fr8IkOl5wpIwy+KqDwavO9t7+2V94TXO5XIySJAkBYBca7qpRiIR6W7Z2NjAysoKyuWyzvuErrLMprHkSALP/Ultjyfx4QR6kkISalpN3Cyps9lsSKVScLvdWF5eRj6flywhB8XyGHltWJamrohi92AwiEQiIa7jzCap+kn+3dhWrGZRAIjlwI3ithMU2q1TQHX69Gnk83mcPXsWDz74IADgueeeQ7fbxUMPPbSn382sAzdm9WIy8lGJDVPEBw3WhVV7aRIMKsdZAuKkY6YD1YyKeiMDEOLCG06dwskNhMZyyWRSOnuOMtQW2vX1dRl2R50NF1e29Hm9XsTjcXFYpOp/Y2NDfiezB6wZc1I2AMl08eeHGdQ9MSM0NzcnPkGqfw91XIzQ+EXBMQAh5QQzeqqFurrJMahgPf9tb3sbhoaGMDs7i4WFBYl4q9UqVldXEQqFsLCwgHK5LFksOv2ys4jaA+on2N3G8mgmk8Hw8LC057Okw02ea0woFEIkEsGJEyf6gpwQ1KGoHRPMCnE4HzUQLPnOzc3BYrHIRlkoFDAzM4PLly+LiJSGeZq2NdPK6/XixIkTGB0dlbIaNRzUEFF0PTk5eUdcdPcCh8OB4eFh5PN5LC0tSau1urlSbE3B9dDQEAYHB5FKpbC2tqbLRFErValUkM/nEYvFEIlEZG4a11gab0ajUYTDYV3bvjpEE9geFqhmw/YKCoOdTqfM3GKGiwE7rxvXQLWNf2BgAKFQSFrDua/0IqTq30lMVJLCDMpeCdee75xyuYzLly/Lv69du4aXX35Z2tO++MUv4sMf/jCSySSuXLmCv/zLv8TU1BQeffRRAMA999yDxx57DH/4h3+Ib37zm2i1WnjqqafwkY98ZE8dPACkJKKSE9q6qxs5f04R3s3UwvYTzGJwvDyjOZohqW2rzHqwDs40YqvV0lmF8yFgjRGAiGbJiuPxOIaHh6Wcc9Ap1zsFlnpU75lsNquznga2BZbMXNFKmup7blher1ciSz7kau2Yde6jAJZl6M46OzsrbdvUmhgzlhTKAdtZDGZUgO3zrS5eAGT6q7o4V6tVIXyZTEYsuC9cuABga2AjOyPYUskuFVp4A5DSLgWw3DjYlUVjOW4WqlBeNWELh8MIh8MYHx/vK3ICbLeE09iRWSF2+aVSKVQqFZw/f16yr81mE6+88gry+Tymp6eRy+WwubkpzruqjioUCmF4eBjpdBrBYFDE5ACkDABABPjUcfQbLJat0Qvj4+NCLNjRZ7SjJ3lh9w9LwuVyGaurq9jY2BAi3el0UKvVJLhJJBJIpVIIh8OIRqNSEuR6zY2d10L1s+K6rV7Hm/2sbMtn5pHiVTrnMpAPBoNCIignIIEy7hXcW1ViYhT49tKG7hV7JigvvfQSfud3fkf+TW3Ixz72MXzjG9/Aq6++iu985zvI5/NIpVJ473vfi7/5m7/RZTL++Z//GU899RQefvhhWK1bRm1f/epX93zwPOEkIKpBjJo1AIBCoSACLrWT5yBgs21NdqUlstfrFYMqdk+oXQKMPvk9o3GcqmvhDcmbwe12S4ouHA5fpxS/W+D3+8XHYn19Xb7P1mK6N/KccyAao+fBwUFJ5dIHgtmBdrsNt9sNr9eLWCwmUexRgbrIceAiU+TsXCqVShLtMUrj4sWUt6r2Z7sx9SkU6DHLMTAwIJEcdS1Wq1Va/d1ut7iZck4Ifw/Lo+qwRi70nGJLEsQShJoBU6NZVfRII7KxsTEMDg72FTkBIGMa6JTNe1l1AR0eHobb7cbMzAyWlpYwOzsLm82G1157DdeuXZNZStSZ0EWWYyQGBwfh8/nQ6XSEnHBT54wmDkk86K6d3UCtUa1Ww9WrVxEMBkWMbZyFQ+LFcki32xXTwGQyKWs2M/nsqCyXy9jY2JD283Q6jZmZGayvr6NareoyJFy/VWdZ3ou3kkUhWLaiFlNt/VcbSZhRMepKjKhWq7rsiYpe5IRl9L1izwTlt3/7t3fVcfz3f//3W/6OSCSyZ1O2XlA7K1QVMRc0PpTq5E4Sp4OG0+kUO2R2i5B8AJAuEaPpEoWvFDLxM9LThe1qdrtdhIZ+v/+uJSYE1fkTExMAtgd80YjPSAj5fxgNAhD/DOqA2LbHDBWNlm7WlKjfoba0V6tVqW2TwDCzopZ6gC0SqLYCs9bNn7HkwHuYhJsGblxvWD9nCScSiYhXDV+vCufVKc3cWLm5DgwMIBaLIRAISHmKhFM1TOSmFAgEMDY2hrGxMRlz0G9QgxNmWZnp4jrCFD4zHhz+SP8OlsjS6bRE8ZxBRDdm/k71fXO5HMLhMLxeLxKJBDKZTF+eIxXMytXrdSwuLiIQCOhMHVWRqno/AxCtXzAYFJM02uMDkP3HYrFgY2NDSpUcv0ESDGwPnuUzwew5yf9+EBSCn4Fi6F64kbVLfb7UzKn6cyM5uZn7ob+KgzcB6lAoAOJJYVoul8vpZtJwRgdbeA8SnB3T6XSwsbEhJQIaTqkOgGopiwItYKsFmXOBOKCNehV2SBzFzfJmQJIyOTkJp9OJ2dlZab1mjd0YOTACZ3TPMiGwPZqeWhNmCzigDsCh16H0Ap8tj8cjduAcv05RqTEFzC6PWq0mEaJa4mGKOZvNimEaO9GYxaLrKUk5xZ/xeFy6dCg45LwV1eFS1cuo2VVGv4wsWZ5ihxbdZEdGRvreI4jXhWueOqeIWVVml2ndPjs7K993uVwIBAKo1+tie077AZYcuIGr0TgnAweDQWnNPgxwuVyYnp6Gy+WSVmoAQppbrZaUa0kamJ1jxoNdOexu4Zw03tuq7o1Qr42maTK/iJkNtQSvOtDuJ271PuZn65VF4c+Z0bzZ9zrUBIW9/0yXdbtdaT9ktwHFdACktlytVvuCoABbC8rExAR8Pp/ULtUbm+yZBIWOmdFoFMFgEPF4XFK7ahTf79HLQYEdBpy1wzIBJ0ZT+MnFmildlcRomqbzxOCCEo/HZWI2sG1hfVRBosKsBzVR3OS5eLHOTf0XBayMrFwul2yeNFCbnZ2VjdJisWB1dVW6+bgZqHYCqricnivA9lRX1tv5fDALyc4JmrBREMwolmLY0dHRQ7HpkmBwyjA3NmqrAMjcHQY1tKtnRpFZJbbCApCSJgkn0/XZbBZutxuZTAahUKgvRbFvBZfLhdHRUbhcLmknBraCv1arJWJ56jG4Hqj3EgDJuvCer1QqklHtdrsi1Ae2NTvMaFHvwjWea/h+Z1D2G9ynGAgYicit6j0P151kACMc3jCs+zPTwEiLD0yn05E6Yz+Bw/x8Ph9yuZzUj+lTQBbK1LPP5xMjMPXG6OfIrp9A0ppMJuH1erG5uYmVlRUxmmJqnMSD3VXAdi2XC7Xdbpd2QbX7gwvY3QA1bQxskW4SN0aEwLYzJrB1DVQHS34/EAggHo8jnU7j/PnzWF9fh6ZpuoFzLKupC7kKkkJO9QYgzw3fRy3j8FqR4LBTKZPJYGxsTGa3HBbEYjHk83mxK6dhGLBti89MH/UT6iwji8Uibcm8x2neRfEw/6RlQTgcPpTkhHA4HEilUvB6vZifn8fS0pIM0KOzKn2n1MYEkmM1w8FmBzZmZLNZAFvnfmZmBhcuXEAikcD09DQmJibkPlYHPHJ9MZbT+hFqqYjJgf3aYw/n3fT/wfo05yDwIVS7WGjUpjLbXC53Q4ZtdxLMitD1kQI01ZmTRkpMBx6mRbMfwRqyz+dDJBLB0tISSqWStE6qc0z4d5YKWDMOhUJIJBLiD8AFjK/x+XxHOovSCyrh2OscIm6go6Oj8Hg8uHLlCubm5iQA4WagluDUPwFIp5Y6l4tQ6+J0EeUGzfS9z+fD6OgoJiYmRHdxmOByuTA4OCiTeI1+GhQMs0zjdrtFHGoUNNtsNslCMbMAbLsnszPlMJMTgkJoTmiem5vTTR9WO9dYdgSgK+dw72GAzDJko9HAysoKrl27htXVVV2JKJ1Oy0Rop9Mp12s/RbJ3CmoQsh841HcUW6d4wXliKJhjrZkLFWvUAKRu2k8gi6ZBlao1YU++mSnZf9Bp0+fziZcBSxQUg9GqmZqIYDCIWCwmluDc6EhO2AFg4uZgtW5NaGXn0MzMDMrlskT5FLSydKHqtbhJqFkDQN/ezAwlrxMj4lAohLGxMcmuHdZnLRAIIJFISAmrWCzKmscSGdfHUqkkET/9gJiVLhaL4plBXw+eE4/Hg9HRURmkeBTAkgzdpTc3N7G2toZKpSITftnQwPZ23oO8J9V7kNk+ruNsXGBLL8uhoVBISCH3qEqlIu7AdysO/V1Ff4alpSX5ntqKy/orhWKc1NgP7cY7gSTkKJh9HRYwlR0MBuH3+6X9GNja0LLZrMxJ8ng8EnkC2+MLmIplFGFeu1sD9ULHjx+X6ancMFWRodrtxi+1vEOonQWMbtluTCMz+lYc9uwksyiFQgHlchnBYFDXPUXdnhqhG1vju92uWByww4olIDr8ZjKZI0NOVFCj4/f7pbWeXkjs2CHR5T2odk6pwzFJht1utwiOjfotZvS73a4E2yQ+JDFs+b6bcOjvLIriVJaqmpWxzdDoKNsv7cYm+g8sDbI8Qe0S68yqiZjL5RJywtSv2pli4tZhtVoRj8ela4jun6x1q50Eu5ET/slsGDt+6G9C0nlYsyZGBAIBZDIZzM7Oin4C2N40OR+JgmNG72p2SS1/AZBunYmJCcTj8SO9YTJoiUQiUnonUbHb7ahUKqjVauKxxfuJuhRm59iZ6XQ6EQ6HRdfCIEbdv6g7ZHs3sEUmaWLo8/mOvPu3ikNPUBhZqREs+/mZwvR6vaLEBiDtxuzdN2FiN1CpTltr1qR5f7EUp/qpMEI3sT+gh4fX60U0GsXm5qZ0BgGQv+9WumUwQ9E5vyKRyJEsnVosFpkcv7y8DE3TRGPFzBEJCj8/9XzsfGK7Mu3yE4mElD+O2vnaCcyOkKgUCgWsrKwIcet2u6hUKjIhmSSP55llI2ZEms2mDGfk3DWjI7Nqf8+SEjvR1HlTRx2HnqAw3RgMBnVlHrJZYNvMjKlIpun6ucxjon/ANCuFsow0WXfmokOSrGmamOOZ2F8w9R2PxwFsG+4Ru5lIqhsqu9+M3z9qIEnhsNGVlRXJnLRaLV1LPEFX00AgINq3QCCAVCqFWCx2pLMmu4FEhRYPhUIBc3Nzug6/fD6PUqkkZWBVjNxoNBAKhaREySCGIwOsVqvMvGk0GtLazFk5PIaNjQ1xrD7qOPQEBdiKjMLhMNbW1sR2nBEtsL2o9Xu7sYn+g6ZpqFQqKBQKOh8IGizxPqM+Ra3bm7h9UMnFXjuF7jZYLFsDDmmGt7q6Kh4dNNVTuy9IwKnNYfutOm/nboaRqAwODuLNN9/E5uamZFRrtRqKxaKY5pHEsNQDQDIibGNmBrbRaIgjuNrKTNRqNdhsNsRisSNf7jkSBMXj8UhdmWk11lnJMimo6/d2YxP9BWZPODQMgM7KXfX6UAd+0czKzKKY6BewpBUOh1EoFERDAWwTPgppWQ6LRqNSAjKhB4nK8PCwmD5euXJF5AQMYli+YTaK1hfUrVF3wt+pjtRgpk/VtjWbTRSLRbjdbpkZdlRxZAhKOBzG+vq6OE86HA5RW7OThw8j2xXplWASFBM7gc6obC8EtkW0bAvk4qEO/zLJiYl+hdVqRTgcFjfter2u89pgoAcc7fLXfoFZvGPHjsHn8+Hq1atYWVkBABG/0vOEbtUkJxwdQA0Vp2xzBhiDILvdLqZ6nU5HtHA0K+0HVKvVW3aONeJIEBRge2qv2pvOdmMSFJvNJhtNs9kUvwtTh2JiJ1DjwDZ1itbUeT2qOJZlxaM20djE0QPv3/3eVO5WuFwujIyMyFDK2dlZtFot8U9iBoSGb+pIE34vn89L1kp1EqdBJMkNPWqCwaCuy+pOg3omBmuE6n5+KzhSBIVR607txqrAkTeD2W5sYieo5R2mXo0DBVViwgUEgMyMMWHCxN0Du92OwcFB+P1+xGIxLC0toVqtyubNLAi1ahwMS0M3p9OJSCQCYGvOUbPZRDQaFc8eZnOBrSC8UCjA5/MdSDBkLA8SKlGht8vN4sgQlN3ajTnOmmkyio4oUjLbjU3sBFU8yJZC1oEDgYDUkGmdDmybB5oZFBMm7k643W6Mjo6K9CCbzUoQQ0dzNm2wY4fOss1mE7lcDpubm7p5a2ppCNgKwG02m3Rp3UlQSqF+qcSE6yTPxc3iyBCUndqN2TKndvJQGd1qtcwyj4ldwRQssLWQUCA7MDCgy56wbMjpvGb2xISJuxvs9OEAzGw2q5uW3mg0pGXeYrGIaJlTqOl9YrVakU6npRuI5SFga03K5/NwOp13rKNHzZyo2ZNeIyVIVLxe702915EhKMB2u/HGxoaUeXiCaEjEVBoJSqFQMMs8JnYEyzy0uFfNlTjfCYBuerFpc2/ChAlCJSputxsrKyvStcNWYpvNhtXVVWSzWVSrVXGlzufz0hHITASlCiQquVwOkUjkjhEUY/bEqEFRR0rw62azKEeKoLDdmOkubhhsQWarV7ValQ2k0Wggm82aZR4TPdHtdtFsNkVRT6LLLrB2uw2Hw4FKpYJ2uw2n09lXynoTJkz0B+goy6ncBNcVEphWqyVzf7iu+P1+DA8Pw2azweVyoVQqSfCUy+VQqVTgcrnuiFiWw3eN4yVCoZCIeo1fN9spe6QaqNluzJHV3W5XuilY5mEEbLfbpc2L1vcmTKhQbalVETajHnUKLgVvHo8Hfr//oA/dhAkTfQgOE2RrMcsg7XYbLpcLgUAAfr8frVYL2WwWpVIJhUIBpVJJsi6sCLAjqFwuY2VlRUrRtxMkJyxRqSSFTQNMEhi9oTwez57f70hlUIDtduONjQ2xGKbbJ9tDqRew2+1ot9umq6yJHcF7SBWAUc8EQP5k5sTj8ZjZExMmTFwHloa5/3BP6na7cDgckpllgMMZX/Q9YTchfVEqlYrYIMzOziIWi8HpdN72LAo9W1Q/KADX+UJxHIhZ4lHA3muqpCkq6nQ6InCkapo3iOkqa2InWK1WGTDX7XZ1g7/q9brYrLPkw2FhJkyYMGEEZ/BwPAZ9UtiKS40kRw24XC60221ks1lsbGwgkUjIBHVWASionZ+fh9/vv+2jH7LZrJATlaAQdHHnRHdKLG4GR6rEAwCxWAyhUEj8UFqtFgYGBlAsFuWkeTwe1Ot1yajwJJtlHhMEu3c8Ho9oSkh6ucgMDAyIcJZlHpommVkUEyZMGOF2u+H3+zEwMIBWq4VarSaTkFny4R7l9/vR7XZRrVZRq9VkHli9XpdJ0xaLBfl8HoVCAWtra9jc3NTpW/YbtVrtuuxJo9GQLh12NqrlHZbIbwZHjqAAkLHY7BlvtVrCNlXjNpZ7OKXWJCgmVHQ6HZmzQw+CZrOJWq0m7YC8h+x2O5xOJ7xer6lBMWHCRE/Y7Xb4/X6xtKcIv9FoSEBNF1lqOphBWVhYQKFQAAAhAPx7vV7H5uYmLly4IJ4rtwPs4MnlcpIxVrMoLOdwzex2u7fUfHLkSjzAtlHW2toaWq0WXC4X6vW6ME7VDZTaglwuh0QiccBHbuIgwcnFLPeRiORyOYleut0u/H4/XC6XlHvoAMmIh8QGgIxUN2HChAkACAQCYoehajboi+LxeBCNRkVjUigUUKvVUK1WsbCwIGJaVgdCoRByuRxsNhvy+TyWlpYQCARui1yBa6LVakWr1YLD4bhuLlmn05EKBrV5N4sjSVBisRgWFxfl5DAd32q14PV6hZzUajVJxVutVhH/mDqUuwuapmFjY0OICHVKTKsC26ZDVqsVlUoF5XJZ0qz0I3C5XAiFQgiFQvB4PPLwsgOI3+tHkHCZMGHi9sJutyMSiSAWi0nJRnU7t1qtiMViKJVKaLfbKJfL8rq1tTUEAgHdWsLgu9FowOVyYWZmBqFQCOl0Wqw29gMkJ6o0gp08agcPv8LhsIhkb6aDBziiBAXYKvOEQiFks1lomibZk06nI+PDeZIB6Mo8JkE5+tA0TUyRstksCoUCms2mLs1Kz4FisSi6EqY4WfLh3/kgdrtdlMtl8SlgqpXkpp9cZmn+pGaD+G92J90MzOFzJkzsDrrLMkvCUg71bnRfXV1dFY3bysoK2u025ufnEQgEkEwmZTaPw+FAtVpFpVKB1WrFxYsX4fV6EYvF9i3woA0/y9oM6iORiJhW0uOFn+lW9CfAESYoLPOwPcvr9cpYcXWUOMmKpmnI5/Nmu/ERBMstNDYiKcnn82g0GigUCigWizpvE0YyNpsNXq8XjUZDuniMJkTAdimHIrJePgAUvLnd7gMnKU6nU84Fj09NN+81o8KFiPVnkh8aJO4FN7qg3SnNmCl6NrHfoBYlGAxKUMS1pd1uy9DBfD6PSqUCt9uNXC6HbDYrwQR9l7iWdLtdNBoN+Hw+1Go1rKysIBAI7Nu9ywqDqr0zusi6XC5UKhXpLFIdcG/qPO3LkfchPB6PRKtut1s3rtrv98sUSdbJONo6l8thaGjooA/fxB6hblYkIiQLFotFSEkul5NsGTMl7Xb7OnLCDIpqQkTbaS4QVqsVDodDZ23PB7XZbOo2fVXZ3mg0DpSksD6sEhKVpPD83aingsvlQrVaRblcvo7o3KgHwk4Ex5gaZkcDryuv836TFZbmVFdg1bDvVsGo2MTdi2AwiHA4jEqlAmBrDVOnoXMQ4PLyshCPYrGIYrGIq1evwmKx4L777pNgyOFwoFwuo1KpoNvtYnZ2FqFQCKlU6pYyokStVpMW415VCK5zHNJLwzaToPQACQoFsuzJZlsXT7K6gTHaM23v+xfqRrTTZsUow2jFTGJSLBZFl8SHi504JCb8UmdOxGIxyYgAWxO0qVbvlXlTN2tOQiZR4T15p6GmYI1kwkhSqMfajaS4XC6ZDbIb2dktI+N2u0XX0+v/c4HrZbHNvwPYt+wnCWipVEKxWLzumPjzvYJGXW63W+41krDdyArJs4mjBWZRmHlVhwHynk6n01hdXZXgKJ/PI5/PQ9M0XLp0CS6XC9PT0/B4PGg0GnA4HEJm6vU6ZmZm4PV6EQ6Hb6nUw65Fm82GWq0mWWU+h1zbuL45HA7JoNys/gQ4wgQF2Fo8w+Ew5ufnhelxg1GjZY6tbjabyOfzCIVCB33oJv4/WIYwEpFsNqsbWqUSEdZG+bN6vS6101arBb/fL9e80WjoNmybzSaZFZLYUCjUczPnlzoxG9guHdKkSDUuUsW2B5FBUSeNqh1tO5WvONq9F1wu13WZol5/J9npVe5xu906/4dev6darQJAT2Ji/N6tkhSSD+NMESP5UgX2NwKbzQZN02SNMX5GY0ZlYGBAyAzJNBf73cjKnXASNbF/oBZFfY5arZbunh4fH0exWMTy8jKCwSA2NzfRbDYxMDAgepRwOCxlZlohAMDGxgY2NzfFe+VmwfWX7dAkUUwAsKVYXROj0egt69GONEFRDbbUKA/YXuzYhkzyQoZqlnnuPPhQkZCQtbP2qZIPYwZM/T6/+LNmsykZEU3bsonudDoy7sDlcun6+Zne5/1CwWun05HsGzcPdXig+v/pb6CSk510K3cafH/jMfU6xhv5PSQ3JDokPcbfxwnjhNvtvi770ovcMAXODrzdCMqtzNXi1FgeUy+Con7RkfqtoJJn/l+m8tXfS5Jit9vl91Pkrx6DMaPCMjbvR/Xf6igGk7j0HzjpOJfLoVqtwuPxoFgsolqtyr0VCASQyWRQKpUkw18qleB0OrGxsYHLly/j2LFjiMfjOg8VZjTm5uYQiUREzHozqNfryOfzsmZyffV6vbKPqlkUVi9MgrIL2G7MEwds18udTqekWTmRlpsKvS/MMo8eu5Ul3upG3GnTMGZHmBnhl5rJsFqtuhqo6mRo/J7VapU0p6o4p3dAIBDQGfWpdVRGMbxvmGEBAL/fLxsZN2Eq6VVypH6RGDFzwr/fDu3EbthpkzKSEuM13k3ouhPZUU2kdrpn+DpmnNR/q7+LxncqOTGSFADy2W7F6ls9BgA6wqWSCb72rQa0kYQaSU+vcli9XofH44HFYtF1QqidYLzfVPdi/t/NzU3d73Q4HAiFQkLsehGXm4XZqbV/YEMHCQCzuPw7AMTjccRiMWxubsLlcmF1dRWatqXVarVaCAaDiMViMsiU3UGc47O0tCTlpJsB9Xtq+ZuZZgBSxlWHH96q/gQ44gQF2Go3XltbQ6VS0S061WpVHnAaz5TLZYmg7uZuHnasAFukpFKpyEJMMsEUt9pGpg7MYymmWq3uKGhUNQWMMHnzUy+ibvI2mw0+n09X++T3mD0xRtTA9sbm9Xqv05oAW0O5VDLSbrdlNAJFXyqBVaMU44avCsfU4wH0m/hBZE9YzlKPlTCeM/U1zCCp2GnheSuyY6xH3wjBMR6P8XiN1/pWoL7fThmUXsf1Vr/PSLx6ldXUWWE7lbtUMuPz+WCxWNBqtXRkhuSk0WhgeXlZLBbU/38zGRU1Ila7tHqJmYHdu6xMgrONgYEBJJNJFItFVCoVDAwMoFqtSoaOwdbExATK5bL8vFwuw+12o9PpYHV1Fel0Gj6fT4JutSuoUCjI797rM5LNZkV/wg5FdR01lnaYMb5V/QlwFxAUstP19XW5MFwguPFRnGS326Xt9G4jKLyBVQKRz+fl78aNn/OM1D5+tWWV6eadRI3ZbBaAPv2tkhE+lCoZ4c/YRmcUsRKqKJUPiTHbwgWbavNOpyNjEdjVQ1JitVpFLGmxWGRRYDZETdnz96oZFX4f2N6wSHLuNIwbea/ro55Li8XSs3bNEQDG3wtA97mN703juxslOCzvEJz5wWux02K718wUr6uReKgEw/g9AFLe2w1GUtOrZMTvG7NI/NNIZnhNepEZmlJSF8BgTP3/e+nS4rHxWqidJvyKRCK6tnIK1dWgpFeX1n7oFI4CPB4P0uk0yuUyVlZWJAsBQHSSwWAQyWQSa2tr8Pv9ktWw2+1YX1/HwsICBgcHxd3aZrOhWq2i1WqhVCqJFmWvgmtqT0hKWq2WVCC4zqoEudPpIBwO78t1PfIExePxSLuTOq4agNRreWK52OVyOWk3PsqmbTSmy+fzyOVy12k+AFyXCeBCzp8XCgWUy2VUq1VZ/EhUIpEIvF6v1CnVTIlRyKq6E6ptbPSvoXpcPR6VJLAcp25YPJ7NzU35HrM2FHh5PB6dcl59f07BZqaNn52LsKo3YaRComPMohhBDcxBYCdyYjzWnY59p9+j/p+dMhvBYBAARPi62zEBQDKZ1L2O/++tMi18nxsFN+2djmmnc9HtdoV0GUHy0ov07JSN6Xa3J7Hz38bskvo7jGRGzZbw2FkyupkuLfWYje9brVbF1lw1JvR4PPLMq9loWrtTG+h0OqUpwSQqW/dsKpVCuVxGs9lEpVKRa8SM69jYGGq1Gi5evChZXmJtbQ2FQkEmGlerVVitVlnb+PqbJShcp5nh9vl8uuyw2ma8H/oT4C4hKOFwGLOzs7KhsbuCDyfr3+12Wx60o+4q22w2Ua/XUSwWxVIZ2FrQOLyq1wbmdrtlY+WNq5YAVKKytraGSCSCVquly2KQfLA0o75PL7Gr1WoVVr7bRsH3Nuof1IeIKUdmPUgqSFL4xZ87HA5dpAjgug2dGSWmXdX5FL3KTQcJdswA25+D50jNSnCTe6t2aCMZMd4zhPHfxr/vRHCMXUQUkPYiKOpx3oy2Z6fsUq8v9XU7rREcLrnTe6jnhCQYgGTy1M+1E5lhut14TtTzqb63kezs1qXVC+p7cDOy2WxSSnK73ZIxYbmBmRQep5pN7HQ64tQM3N2lH5Z6GPQ5nU4J9hwOBzRNg8/nw/j4uJDiWq0mGkqr1YpCoYDR0VGZ6TMwMCBlF4quBwcHb1iDpJbpORCVwSQDtXq9jnA4jFKppMuimATlBuF2uxEOh7G0tASr1QqPxyPRjdrdUS6X4fV6ZWE+qmUeCoFp+tNsNnVZJE7a5OdXF2ZmoahD4Twavk51UCXpo/KbJAXY3oi8Xq9kNYhoNHrdhgXoF0emnNXFliItZjXU/9Prq9vtincAiQkzP3RgVGfr8PerHUbA9owKbjpsaeZn5SLdD2AbIq+1en6NJTOem52glv+M5KQX2elFGm6U4KjoVSIxbuS3gt2Ox7jxv9V13Y30qJ+x1WpJh1iv/6u+Vs2wsOWT50UlbcbjYEmnF9npBfV6qZ+T7+Hz+TAwMIBisSj3C8Hgxe/36zyFaIoJbBt7WSxb/h7E3UxSPB4PJiYmdAMCeR3cbje63S4GBwcxNTUFTdPEadbpdCIQCKDZbKJUKiEajUqZmqU+Zj72+oyo9z49fNS1nuTJ6XSi0Wig0+kgEoncsv4EuIsICoWOjFSoPWEdjUZtvJjchI8aSE5Uy2IueGTbZOQUEKtRD1tDuWgyzacu2MZ6JEmDusipRILlGWOq2UhGVDEWHwj1tUYCY3y9cWNjJo1tccFgUCYVh8NhRKPRnp447BIhkVXBTA7PMcmASmgOGmp77046IZV47gSHw6ErBfb6Pfx7L9+QarW6IxngPceAgq/frR2ZXze7MPJ6vtXxkHCR4N4IdiM8vbJHxv+jPj+NRkNXIuP3qQvoRZpYwuI5U7FTmcdIrtR73ePxiOmfz+cT7RY3KwDSbURDMp43ta2fGWwKMPkedzNJCQaDGB0dxfr6Omw2G8rlsjwHFotF9CpsXiDxpGi1XC4jFotdN26DBKUXgd0NRg8jPseUR5Asq9nm/ao83BUExeVyyYkjMaHznjooTV30+MAexenGXPAoelLFnkZtALC9+fM8qguXWpNUywFMK7JMQiKgZkcItTSzE8Hgqb+z4AAADN1JREFU+1JTZGzDpOBVbXXjYthrU+NDxnEImralY6FfwI1cc3XzVEECw7Rqv4JlTJLQZrMp5OpGTchUPVKvspbVuuVL0isTQwfNnUgN/84FVTW+MxIUvuZWn1VGgTsRCpWgcEzGbmAG8a0ID38nM3k3Q2aYUez1OjWbp8JisYiDrxHG92S2g/82Zqz4zHEzYxmA2VN+Rq47xs+oZvDudqTTaRSLRVnnLBaLzN6hBX6xWBSRv8Vigd1uRygUQiAQkABTBTMgNHnby3lWCSOHGvJ68U++P++B/cBdQVB8Ph/C4TDK5bJuXDQfLj4wKmhDfRTBCJm+IARrnMC2RkVNEVYqFen04eRfnjsqzHlejS273ERKpRIAfVcEU5f8PgWsJDgqGWE6U62Dk4jwe6rGyEh4gK0SEn/G2Sq0g95PsA7cr6A+C9j2uLnZEkm9Xt+xpXw30kDNQi8SwL8z08L7pFemjNdyP0DS1Ys0kTC9VfmLcDgcUkLsRXrU91D9gIxkxkhSut2udOr0IjLAtsDd+D7qxmSx7NylZRwtwEwr10aXyyXRPUH/Dm5c7XYbXq9XZlZ1u13JzKrgBudwOI5cQHgzGBgYwNDQENbX16Vtl1kSkj5Vr8J7kWSh2WzqSIR6H+wVLpdLyt8A5FisVisqlYpoCenJ4/V6923duysICrDdbqw+jOqmZbyI+zFcqd/ACJnpfTV7oEZFqi9Iq9VCuVzWtS2S4FGrwi/ax/N3UOzHMQIEW5B57qvVqixKvCYUiXHzUa2US6USIpGIjpwYSUgsFruh4XNHlYTuFbe6KXg8HkQiEQA3J1BV3YOZdWENnteIix+vKyO1nXw4bgWdTmdHrRFT3nv9fZxY24uM0dhK9bAwZj5UgsH0fi8iA0CeL4tl20xQ/Tlfs1sUrb6f2mpKXUmz2ZRyDVthKWLmeVIJDPV9zWZTSj4kxCQ0wHZG9W5/NsPhMFKplGQome2mWDUYDGJoaAjZbFYyUjabDYFAQNqJjbPFbgY0g+N6S1IM6LvuaAFxK0aJRhxKgsKbulgs3vD/oTcA/Se46allAbJA3gSlUgkej+fA2kFvB9ROlUqlIiZP/OLPWOdmH71arqGJGsWv1PLw3BkzKK1WS/rnSX6M0W+xWBRCwoegUCiIdki9ZpyW6XK5pByjkhDjwqb+29i1sNcuBhO3ByS5gUBAOkDeCrtd1/0Ay8LMmAQCgVv6fe12W0gOnwP+m8fPAEk12uKfJBR0ObZYLLJZMPPITJgabPEZN2ZRSDx2ypqRmHED4vrJbJnb7db5CHF94FrSaDR0NgF8L67FKkHimhsIBMSl1Hw2t7L/Xq9XRMS83gwyaY5JOwRm4jweDzqdjmS4uT43Gg0pk98oWKZUOx55/Wj+xnuD146Z817g928kW3soCQrLBJlM5oCPxIQJEyZMmDCxV5RKpbf0K7Jo+9GXd4fR7XZx8eJF3HvvvTLN0cTBoVgsIpPJmNeiD2Bei/6BeS36B+a16B9omoZSqYRUKvWWmphDmUGxWq0YHh4GsDXp0bzh+gPmtegfmNeif2Bei/6BeS36Azfq9GzO3zZhwoQJEyZM9B1MgmLChAkTJkyY6DscWoLidDrxhS984YYNpUzcPpjXon9gXov+gXkt+gfmtTicOJQiWRMmTJgwYcLE0cahzaCYMGHChAkTJo4uTIJiwoQJEyZMmOg7mATFhAkTJkyYMNF3MAmKCRMmTJgwYaLvcCgJyte//nWMjY3B5XLhoYcewi9/+cuDPqQjh5/97Gf4vd/7PaRSKVgsFvzHf/yH7ueapuHzn/88hoaG4Ha78cgjj+DSpUu612SzWTzxxBMIBAIIhUL4gz/4A5TL5Tv4KY4Gnn76abzrXe+C3+/H4OAgPvCBD+DixYu619TrdTz55JOIRqPw+Xz48Ic/jNXVVd1r5ubm8L73vQ8ejweDg4P4i7/4C7Tb7Tv5UQ49vvGNb+CBBx4Qw6/Tp0/jhz/8ofzcvA4Hhy996UuwWCz49Kc/Ld8zr8fhxqEjKP/2b/+Gz3zmM/jCF76AX/3qVzh16hQeffRRrK2tHfShHSlUKhWcOnUKX//613v+/O/+7u/w1a9+Fd/85jfx4osvwuv14tFHH5XJmwDwxBNP4PXXX8ezzz6LH/zgB/jZz36GT37yk3fqIxwZPP/883jyySfxi1/8As8++yxarRbe+973olKpyGv+7M/+DN///vfxve99D88//zyWlpbwoQ99SH7e6XTwvve9D81mE//3f/+H73znO/j2t7+Nz3/+8wfxkQ4t0uk0vvSlL+Hs2bN46aWX8J73vAfvf//78frrrwMwr8NB4cyZM/jHf/xHPPDAA7rvm9fjkEM7ZHj3u9+tPfnkk/LvTqejpVIp7emnnz7AozraAKA988wz8u9ut6slk0nty1/+snwvn89rTqdT+9d//VdN0zTtjTfe0ABoZ86ckdf88Ic/1CwWi7a4uHjHjv0oYm1tTQOgPf/885qmbZ37gYEB7Xvf+5685vz58xoA7YUXXtA0TdP+67/+S7NardrKyoq85hvf+IYWCAS0RqNxZz/AEUM4HNb+6Z/+ybwOB4RSqaRNT09rzz77rPZbv/Vb2qc+9SlN08zn4ijgUGVQms0mzp49i0ceeUS+Z7Va8cgjj+CFF144wCO7u3Dt2jWsrKzorkMwGMRDDz0k1+GFF15AKBTCO9/5TnnNI488AqvVihdffPGOH/NRQqFQAABEIhEAwNmzZ9FqtXTX48SJExgZGdFdj5MnTyKRSMhrHn30URSLRYn+TewNnU4H3/3ud1GpVHD69GnzOhwQnnzySbzvfe/TnXfAfC6OAg7VsMCNjQ10Oh3dzQQAiUQCFy5cOKCjuvuwsrICAD2vA3+2srKCwcFB3c/tdjsikYi8xsTe0e128elPfxq/8Ru/gfvvvx/A1rl2OBwIhUK61xqvR6/rxZ+ZuHGcO3cOp0+fRr1eh8/nwzPPPIN7770XL7/8snkd7jC++93v4le/+hXOnDlz3c/M5+Lw41ARFBMm7nY8+eSTeO211/Dzn//8oA/lrsXx48fx8ssvo1Ao4N///d/xsY99DM8///xBH9Zdh/n5eXzqU5/Cs88+C5fLddCHY+I24FCVeGKxGGw223Uq7NXVVSSTyQM6qrsPPNe7XYdkMnmdcLndbiObzZrX6ibx1FNP4Qc/+AF+8pOfIJ1Oy/eTySSazSby+bzu9cbr0et68WcmbhwOhwNTU1N48MEH8fTTT+PUqVP4yle+Yl6HO4yzZ89ibW0N73jHO2C322G32/H888/jq1/9Kux2OxKJhHk9DjkOFUFxOBx48MEH8eMf/1i+1+128eMf/xinT58+wCO7uzA+Po5kMqm7DsViES+++KJch9OnTyOfz+Ps2bPymueeew7dbhcPPfTQHT/mwwxN0/DUU0/hmWeewXPPPYfx8XHdzx988EEMDAzorsfFixcxNzenux7nzp3TkcZnn30WgUAA99577535IEcU3W4XjUbDvA53GA8//DDOnTuHl19+Wb7e+c534oknnpC/m9fjkOOgVbp7xXe/+13N6XRq3/72t7U33nhD++QnP6mFQiGdCtvEraNUKmm//vWvtV//+tcaAO0f/uEftF//+tfa7Oyspmma9qUvfUkLhULaf/7nf2qvvvqq9v73v18bHx/XarWa/I7HHntMe/vb3669+OKL2s9//nNtenpa++hHP3pQH+nQ4o//+I+1YDCo/fSnP9WWl5flq1qtymv+6I/+SBsZGdGee+457aWXXtJOnz6tnT59Wn7ebre1+++/X3vve9+rvfzyy9qPfvQjLR6Pa5/73OcO4iMdWnz2s5/Vnn/+ee3atWvaq6++qn32s5/VLBaL9j//8z+appnX4aChdvFomnk9DjsOHUHRNE372te+po2MjGgOh0N797vfrf3iF7846EM6cvjJT36iAbju62Mf+5imaVutxn/913+tJRIJzel0ag8//LB28eJF3e/Y3NzUPvrRj2o+n08LBALaxz/+ca1UKh3Apznc6HUdAGjf+ta35DW1Wk37kz/5Ey0cDmsej0f74Ac/qC0vL+t+z8zMjPb4449rbrdbi8Vi2p//+Z9rrVbrDn+aw41PfOIT2ujoqOZwOLR4PK49/PDDQk40zbwOBw0jQTGvx+GGRdM07WByNyZMmDBhwoQJE71xqDQoJkyYMGHChIm7AyZBMWHChAkTJkz0HUyCYsKECRMmTJjoO5gExYQJEyZMmDDRdzAJigkTJkyYMGGi72ASFBMmTJgwYcJE38EkKCZMmDBhwoSJvoNJUEyYMGHChAkTfQeToJgwYcKECRMm+g4mQTFhwoQJEyZM9B1MgmLChAkTJkyY6DuYBMWECRMmTJgw0Xf4f5pREywfR4ryAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "cost_img = - convolved\n",
+    "\n",
+    "plt.imshow(cost_img, cmap='gray')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/sato_test.py b/sato_test.py
new file mode 100644
index 0000000000000000000000000000000000000000..9774a3faa84311b4dadcddabf9796317e55d1907
--- /dev/null
+++ b/sato_test.py
@@ -0,0 +1,142 @@
+import time
+import cv2
+import numpy as np
+import matplotlib.pyplot as plt
+from skimage.morphology import skeletonize
+from skimage.filters import gaussian, sato
+from skimage.feature import canny
+from skimage.graph import route_through_array
+
+#### Helper functions ####
+
+def load_image(path, type):
+    """
+    Load an image in either gray or color mode (then convert color to gray).
+    """
+    if type == 'gray':
+        img = cv2.imread(path, cv2.IMREAD_GRAYSCALE)
+        if img is None:
+            raise FileNotFoundError(f"Could not read {path}")
+    elif type == 'color':
+        img = cv2.imread(path, cv2.IMREAD_COLOR)
+        if img is None:
+            raise FileNotFoundError(f"Could not read {path}")
+        else:
+            img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
+    else:
+        raise ValueError("type must be 'gray' or 'color'")
+    return img
+
+def downscale(img, points, scale_percent):
+    """
+    Downsample `img` to `scale_percent` size and scale the given points accordingly.
+    Returns (downsampled_img, (scaled_seed, scaled_target)).
+    """
+    if scale_percent == 100:
+        return img, (tuple(points[0]), tuple(points[1]))
+    else:
+        # Compute new dimensions
+        width = int(img.shape[1] * scale_percent / 100)
+        height = int(img.shape[0] * scale_percent / 100)
+        new_dimensions = (width, height)
+
+        # Downsample
+        downsampled_img = cv2.resize(img, new_dimensions, interpolation=cv2.INTER_AREA)
+
+        # Scaling factors
+        scale_x = width / img.shape[1]
+        scale_y = height / img.shape[0]
+
+        # Scale the points (x, y)
+        seed_xy = tuple(points[0])
+        target_xy = tuple(points[1])
+        scaled_seed_xy = (int(seed_xy[0] * scale_x), int(seed_xy[1] * scale_y))
+        scaled_target_xy = (int(target_xy[0] * scale_x), int(target_xy[1] * scale_y))
+
+        return downsampled_img, (scaled_seed_xy, scaled_target_xy)
+
+## NO LONGER INVERSE (NOT 1/...)
+def compute_cost(image, sigma=1.0, epsilon=1e-1):
+    """
+    Smooth the image, run Canny edge detection, then invert the edge map into a cost image.
+    """
+
+    smoothed_img = gaussian(image, sigma=sigma)
+    canny_img = sato(smoothed_img)
+
+    canny_thresh = canny_img > 0.08
+
+    skeleton = skeletonize(canny_thresh)
+
+    cost_img = 1 /(skeleton + epsilon)  # Invert edges: higher cost where edges are stronger
+    return cost_img, skeleton
+
+def backtrack_pixels_on_image(img_color, path_coords, bgr_color=(0, 0, 255)):
+    """
+    Color the path on the (already converted BGR) image in the specified color.
+    `path_coords` should be a list of (row, col) or (y, x).
+    """
+    for (row, col) in path_coords:
+        img_color[row, col] = bgr_color
+    return img_color
+
+#### Main Script ####
+
+def main():
+    # Define input parameters
+    image_path = './tests/slice_60_volQ.png'
+    image_type = 'gray'        # 'gray' or 'color'
+    downscale_factor = 100     # % of original size
+    points_path = './tests/LiveWireEndPoints.npy'
+
+    # Load image
+    image = load_image(image_path, image_type)
+
+    # Load seed and target points
+    points = np.int0(np.round(np.load(points_path)))  # shape: (2, 2), i.e. [[x_seed, y_seed], [x_target, y_target]]
+
+    # Downscale image and points
+    scaled_image, scaled_points = downscale(image, points, downscale_factor)
+    seed, target = scaled_points  # Each is (x, y)
+
+    # Convert to row,col for scikit-image (which uses (row, col) = (y, x))
+    seed_rc = (seed[1], seed[0])
+    target_rc = (target[1], target[0])
+
+    # Compute cost image
+    cost_image, canny_img = compute_cost(scaled_image)
+
+    # Find path using route_through_array
+    # route_through_array expects: route_through_array(image, start, end, fully_connected=True/False)
+    start_time = time.time()
+    path_rc, cost = route_through_array(
+        cost_image, 
+        start=seed_rc, 
+        end=target_rc, 
+        fully_connected=True
+    )
+    end_time = time.time()
+
+    print(f"Elapsed time for pathfinding: {end_time - start_time:.3f} seconds")
+
+    # Convert single-channel image to BGR for coloring
+    color_img = cv2.cvtColor(scaled_image, cv2.COLOR_GRAY2BGR)
+
+    # Draw path. `path_rc` is a list of (row, col).
+    # If you want to mark it in red, do (0,0,255) because OpenCV uses BGR format.
+    color_img = backtrack_pixels_on_image(color_img, path_rc, bgr_color=(0, 0, 255))
+
+    # Display results
+    plt.figure(figsize=(20, 8))
+    plt.subplot(1, 2, 1)
+    plt.title("Canny Edges")
+    plt.imshow(canny_img, cmap='gray')
+
+    plt.subplot(1, 2, 2)
+    plt.title("Path from Seed to Target")
+    # Convert BGR->RGB for pyplot
+    plt.imshow(color_img[..., ::-1])
+    plt.show()
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/LiveWireEndPoints.npy b/tests/LiveWireEndPoints.npy
new file mode 100644
index 0000000000000000000000000000000000000000..75ec4b2945d7e7a49b6b72de2fddeca8bcee6615
Binary files /dev/null and b/tests/LiveWireEndPoints.npy differ
diff --git a/tests/equalizing_test.ipynb b/tests/equalizing_test.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..f6f5c3f651d1231701ab1b6cdef1f5e9e10f361a
--- /dev/null
+++ b/tests/equalizing_test.ipynb
@@ -0,0 +1,126 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import time\n",
+    "import cv2\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "from skimage.filters import gaussian\n",
+    "from skimage.feature import canny\n",
+    "from skimage.graph import route_through_array"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from skimage import io, exposure\n",
+    "\n",
+    "# 1) Load the image\n",
+    "image = io.imread('bipes_slice.png')\n",
+    "\n",
+    "# 2) If needed, convert to grayscale\n",
+    "#    (Many skimage functions handle color images automatically,\n",
+    "#    but some prefer grayscale)\n",
+    "# from skimage.color import rgb2gray\n",
+    "# image = rgb2gray(image)\n",
+    "\n",
+    "# 3) Apply histogram equalization\n",
+    "image_eq = exposure.equalize_hist(image)\n",
+    "\n",
+    "# 4) Visualize the results\n",
+    "fig, axes = plt.subplots(1, 2, figsize=(12, 5))\n",
+    "axes[0].imshow(image, cmap='gray')\n",
+    "axes[0].set_title('Original Image')\n",
+    "axes[1].imshow(image_eq, cmap='gray')\n",
+    "axes[1].set_title('Equalized Image')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from skimage import io, exposure\n",
+    "\n",
+    "# 1) Load the image\n",
+    "image = io.imread('bipes_slice.png')\n",
+    "\n",
+    "# 2) Adaptive (CLAHE) equalization\n",
+    "image_adapteq = exposure.equalize_adapthist(image, clip_limit=0.01)\n",
+    "\n",
+    "# 3) Visualize the results\n",
+    "fig, axes = plt.subplots(1, 2, figsize=(12, 5))\n",
+    "axes[0].imshow(image, cmap='gray')\n",
+    "axes[0].set_title('Original Image')\n",
+    "axes[1].imshow(image_adapteq, cmap='gray')\n",
+    "axes[1].set_title('Adaptive Equalized Image')\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tests/gradientTest.ipynb b/tests/gradientTest.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e76702c9561091ee616471c16704d0a2a0455d16
--- /dev/null
+++ b/tests/gradientTest.ipynb
@@ -0,0 +1,692 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x267304e0b50>"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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Cch9jjWnx9rm7k8C03++n+7HOjEkhE6OF64SghAG3jJ8aHx9PTO/Ozg52d3fR6XTOgLOPYvlA7OL5sBSNt6CQZVAhA2YVpFBYuVBT4aIo//j4eEjxAzhjUWld3LWjliaAMwJKfeaTk5Not9tJURKo6MKmcKCwGRsbS/EtSqcrEFLFz+ePjIykxcwYA7oTSKO3Wi00Go1kIVHB0DKnD9tdRaRu+TnbqXXQfuY4ZH2vykn7mWPEa6NYDwcB/L2PswtjvV8EPB3gcG5FTAsVLwGGPt/ZPbcKyaCoe0GVNJW5x0BwTXicBeOESqVS6ufT01Ps7+8nX32j0UCtVks7P7jrg+4ZZ1Co/NRyVrDINaOuESoKZTt1feh37K8IELAfeQ9lF7QOvs4J4rS/eC8Flu4OPY8B83V3HiBxltPliwImfZbOZ52//J4ghSwsgYsG7Dp74muPfeDss44NY5cYFOsGoso3b6euR2WalQnSeeIyNpfLJYaPTCNdO9VqNbmIdAfm3t7ekKy6ACgX5R0vXFQUkvRdt9ttHB8fpx0DfPddPCq0IppVBZIrOP8Nf8fvGXCqv+FC1HvSzcPIdVp2VEwadKjPUVCgwtzroO3g82jxE6DUajUUi8XE0rTbbTSbTUxMTKBWqyVLmkKdio7KVoGeCj8FTG4BKl2u7hjvc+17j13QPtW2uxDXcfAxVBCiYMUBjt9f3XmRMPf2uBUOnLVSqVQ13kVdFxETpttOVfmostKAzsFggMnJyaQMer1eildpNpuoVCoJmDKGgTEtZBq0KGgiONF+1bFSZkAtbRbvbx8vtk3bSDDkoFHv6etC6+G7bFx5KkDROeP19LWYxRTqb3xuudJWFyHnvTOHbJP+jq5Cyg5lntQl5YYLx5Zz0eezs79k95TR41zQdaUlq+/4Heugu4u0ruqSZYyWbq+vVCopjo5ybGdn54I9kXIBUN7FwsVF3zT97cfHx2nroVrGHtAa3UsVrAs9WhiRIFQhqRa/XsNCha/CgKBhb28PBwcH6TNXgBReXi8GyNIKYZv4PF3cXNTVajX109HREfb29tBsNnF8fIyFhYVEl2qsg7oKeF8FEkohu7tErTS3ylyYOTjU69kmbaNbt7zGGRD2l9ZDAae7Ab1OCk6id7dItY1adx1X3xbrwbzaXvaxKgYV5AreyLZRaTF4lPEtg8EguYIGg0HKDXR6eopOpwMACeC4gFfF5orZ14XWWxlAB7QR+6WGiCv/6Lc+Xt53WucIeOg1qtC9Tdo2vT6am1off5avD3fBaF87a6LzS5/n/RiNV8RMaACrsno6foPBYAhA61Zgfq9rzsGQ1kWZJwfgkUGnmwg0OF1dPZRlrVZraJehszEf1XIBUN7FopPa6VjgrFXtiiCyjrmwPEKeC0eVEYuCFhWuWXSiWnEa3MldMgQoej8X4MAwNa7P8XZpe9TyIEVL5oTBZHNzc6jX68kaoatAYxmUnmffckwIODS4LqqfClotKlSVNfE+dQEWzQ8HOdH9WVf+z7ghVx7ODnAeuUJ1V0TEnCkD41ux/aXzgIDQrWJXxgQCwN2tuHwxEJFu0f39fRSLxdR2MiYcewVB2heuUCLXp64TdfV4vpisNcTnudskcpXqXFOFqHPDlaPXU/s2Wld0vWi9eY0zXgS/WXXSa52h898pgIhYtYitccDmfRnN4wgcA3dlFpkMX9v6fP+trwFeq8CEzBpBjY6b1k1j79QVTkZnMBgkRpA7DRlw/VF37wAXAOU9K77AVFk4tec0owsq3yGjW0FJwytIiahbCjN3H6lw1x05tAqKxWKi5Gn1+n2j5/mOGWd4PBskd7scHx+j0+lga2sL29vbmJ6extTUVIpJ4TZABlPSIqeyYH+psFPF5VaTW5CsbyTwdXzcKovG/zyQomCHz9U2eJ2UZXEWgL/xOqvC8DFTKxhAppJwpXUe+FWlrUqu3++neBPGGGlG4V7vTu6JVquFvb295L8vFosAkAJf6SbSsXTLW2MuFCw5mFFF5G4G9rnPb1+jrpCj36rSi+aGzy1+p4ynAkmdvz4/9ToGM2s9tQ2RcozWsTJ6ztgqOHFWzu/poFzrRrDjxpaDFS06ByIAkiWfspgTsk0+L7QerJuzR/rynYynp3fyvbRarYvg2KBcAJR3sTjjoQmFKHR8e58XVRxcuL7/X3ceROmxVWDqvZzy12eq1cmcJoxOn5iYQLfbHcq6GVHfvJc+K+ofj5Ugc8EgS9KhlUolgRMuduZVIHvirh1XFlq/yN/tFlYESvRvBwkRW5IFTpzRiOaN9iPfsxQJhbPXx5+hY+H11rafB2aitroSyLJKGThN4MFEa7lcLgVBN5tNtNttzM7OYmpqKjFqAFIAqQdBez+yjv69gydnWthHWfMmGltX9Po71knBi49PNE8iRexzQ+et17PX6w2xssBwkKuDLVfWWeOrdXNAH7EmWfNV2dcIqLsbSH/nriRlfO+XuY3kHucB5QefTxChwEPjfyKQrp9pXRnQT9eOxn591MsFQHmXi1J/flYEKWXdthctKqXPHegMBndzNOTzd1PS0xL1QC4K4MgijkCK73ZhO7rd7lDwq4OQiGWgUHQLLrLCKSi63S729vaQz+fTuUBkQcjk6HZirQf7h/d1EKD1UisoS5BFCsrZlSzr2osrcx2jewGUqG4RqPLnu1Wp71HskM+HyPJURkCf4/3I+cQA8VqtlsAJ80LwXJPNzU2cnJxgaWkJ9XodxWJxaLuobkuNcn1Efe1jrYyKW6+qMH2eRuxDBPYdhAB3Faa7QbQ/s/pa16CDFp0neq9IOSswj2LdvET38D7SdlMmZP1Of+9GC38f9Z32SwQKKUcZ5xHJtYhR5v96Lw0EpvwmGKH8JkDRwFtdt3rfaCyz4pU+6uUCoLxLRdkBxm9wx45uV9O8JVk+ey44D6YF7qZ1Pjg4SLlVNJmQLiJVRqrUsha+LybgLkghSOB96GriYgaGLRgFKPzfLSJ9NsEbA1814+ZgMEjsCnftsN8oLHkf9UWzTgpGfMy0uNKKFLe35TyAFj1D+9zH3RVeVFSRRqAk636ueJ0Fc4tW7xOBEwWrem8FnP1+H5VKBbVaLQEUBsPyzKLNzU0MBoMETjytuAbFKqj3wEUHvq5EdYcPMJw/JavdOhe0n3UdZI05+8Sf46BXmY1o/FWBZ7FlLBEQ8nnn8yhrjmndou+dbfM+0/bwf3XhaFv9vlkMCo0Ogs18Pp8AhP7+PMATgUGVdyMjIylvCeWapipQd30kP3ytsP7KgEfs8ke1XACUd7EQnPCwqFqtlhA+rUnNueCZHHVxcTGrP5OKutvtYnR0NFmjdH9otkMuLvchqwBXVsUtIwUopDm1fsruaEyMWrQupF0xqqBi//AUZm7FBu4mSsravaFKBzi7NduVgAtr3kfH0QWsCzo+h+2MgIH/Tr/n3+zvSFl6PZ198Wdpf7uV6PWL+l/v68pDYzh07vAzjj/bMTIyknZmTU1NJTYMQDrrpNVqYWRkBNPT0wmcDAaDoR1aZE6ccXQGRdukfenuncg16QrXxysq7DN1Lzh40N/rmtJxdmbBx0D73Oulc8XbpMzGeYyLzgEtEfuov2d/cc2x6M49Vea8j8oArZ/2GTDs1tF8QACSEeYHkEbzI6sN3o5+v5+MwPHx8TT3aARRzmk9vK94P93NBiDtVNRkcln9/lErFwDlXSpEycViEbVaDTMzM5iZmUG1Wk1bzdQSdAZFQQoXp7MnDLjqdruJPWEwHMGJ5nSg0BwdHR0S1MBdpsGFF3DWr05BEVka7st3QczPtI80wyqfT2bo8PDwzEmlmq8iSrimwlItZs0pwZLFGql/PFLu5wkTV+iu/PgctQh5nYMHfaYKMQdXUexD9FLA65YdCwGfjonWQ8eW9+L/XgeOA4VypVJJLN9gMBg6miCfzydwwh0Peiqvbv/Vucd2RVa8Kx2tG5WLW7lRn0SgQMdb23/enND76TqIWIfofjon9Tp9d1cr2QWvL3A2t4+3xa/Vov8TOOj1unbUyNIxihJTetvcQNNMtAQAg8FgCKC42y9aV97P/mIb6FLnHPQUEbncXfaTz6IcJ0uuRzkUCgXUajXU6/UUf9Xtdofy7nxUywVAeRcKrQKm7J6ZmcHi4iLm5+dRrVaRz+fPpP/WZFnuG+dicEXNgEIAyX2Uz5/N6KrbMJ1ajVw8wF3ho0BGtzGPjIwMWbIEGjyjR9vhgMCBjiYEI22rKbBrtVo6rZYClwteXQsqWFT5KDhxZevMQwTEnJL3tkQMSaTMIpASXe/1Un+/KiwV6B4ToN/5/+6i4D3devScPApofVx5L/2c7xp/pbFTdOs0m02cnJyg0WhgamoKhUIBp6d3zmfZ29tLh0Gqq1LbmuVa0TmsAY6uwBV0ccz9PlQ+9wIpUT3uxyrOYiWi6yJAlAVctA8iMB7VT9eN31P/VobS15V+7i93d/g6Y3H3ju9eVDBAees7ibKAiRoHUTwI+46ARw9jJXOi9fbklCr/6JrkzjUegjk9PZ12p+lBgR9lFuUCoLzDhYuS7Em9Xsfc3BwWFxcxMzODiYmJlHRMBa+7YyjoCU50Lz3jPJhlk9t/mShNEbsuPrWkVFBHVLP+HVnmY2NjQ3X3g+M88DcCAdpXDlAYfwIg5cZgnIuDuSyqXAUtWRG9Ri25LIDi/RGNtz5bP4+sZv+NKwvvd9ZDFY2CImd4IiuU94yUaOT/d0UesQn+vypwbZMqKd1NwnwmzKY5Nzc3tJWY7CDnOE/NZtscjDlj4pa8n3asoIOgR+vn80PBm/ejzyt1K+nnWiIQ6cpRr81iOPj8yDWkz4/cmjqWOk78ThO7OQDyuaxAT10WEUBWpovzIrq395czKFTo3BWm8WbOnGifRkaZBtir+5rjSePQT4vXtBHKgmv8H7fFc2s8g8RnZ2cxOzuLjY0NtNvt5EK6ACgX5R0tRPOVSgXT09NYWFjA/Pw8KpUKAKSj5nk2D9G1HkBF64Xgg0G2ZCiYxIq+/YmJCQB3E2DpfVSQARhyYbj1cz8KUwGFAiplURRI6IGELhB92zTpUm7FUz8t6+hAztsTCXJXTBT6rlS1uHXtbWA7+Hlk/bjiccGoz1Wl4vdSi88t+8jKjRSZtkFdc3q9urb0GS7oI7dd5A5zxab1YiwR47QYQK7HFrjvX1/qAvXvIstd267AHcBQXEPEXvCe0fiyqKsuAh0RmNS+Zv28nLcWo3F3AMs+UoB1HjNCMACcDaj3+apzERgGt359VH/2m49TBLiVvdU4k9PT0zMHB3q/ad8oUOF9aVTpmGj6A4IUyiZNqMl549mTKacYS0cXUalUQrVaxezsLObm5rC6uoqdnZ10XEO0Zj8q5QKgvINFGYHJyUlMTU1hYWEBS0tLmJ6eTgicAIWHnKkw5q4UAOmQPqZJZtDg8fExdnd3cXR0lI5tJ6uip626EnflAeCM4Pb2sKhyVUuGWT31fB4FKXyugiW1gvhOelbdO6T97xV/QgGlglXbyTpkWflunboSdIHhbJL3kfbfeQrHhb1beFlWd2SNuvLLGsPz6spne//4kfIRQHErPovdiNrEAGjS7XRNao6ISJkqAOD/UdC11lvjV6h41QomcIpYP+2faDyzgESk4LP6wgGFtj2ad/qdAmm/nnWPAEJUdC05m6D3jvox2ubrIF//d+DhbI+7gfzeOv+jdrAtul603grGT05O0vU8OZ73Zx0onxgnxc81llDdOkdHR4kN7Ha7aev87OwslpaWsL6+nk6L53z/qDIpFwDlHS4MCKxUKpidncXy8jIWFxdRrVaRy+VSXg9OVgYBksrmeSN6LgkZksFgkLIQdjqdFIDL4FSyDhpMqHEDXGRuEQNn/b28nkUBTC6XS24ntkED1AjSmGWW/3PxaWZaxiWoYuOCVtYon88npUW2SYVJpPSdPWFdXNlFbIUrwUhZuAL2kqWk/T1iVvw7rZdblfdTl+h+Oq4OUPidbuH0GIEI4GhR5QIMnw6rAMddjRTwnr4+eg4Vj7uqIvDncV3OJGj8gPZtFsjgb7RPs0CH96sCSwfNCmyz+pX34XVZW9T1N+fNLS8cM1XeWXVwUKht1GBmBzXqdlUmlScOK5vi99eijEpWf3o/+Lz3z3Xe6zix/ownUXnHMSWLrXmaCFDImtfrdUxNTeHSpUvY3NxMZ/KoIfdRjEe5ACjvYKGyZJT27OwsFhcXMT09jfHx8RR7sru7m0BKu93G3t4eWq0W2u02BoMBKpVKOs2Xx9oTnPC3xWIRjUYDxWIxKW+CBeYFUYGlk52L0oWHCrEsZoACiQCkVCqh3W6nrc7A3RNHmdF2bGxsKFCXC1oP9VLrmf7a2dnZ5N4hU6LskAoIFfhabwo3Hydd+JHQi4R3lkJ2BsaflaV8+FsFP6poz6tPNE4OgrzeDopYFHjynXXS3A8OBCPwFAEufaanm2fAIa9xcJJVd7eus8C0Wtlq7Xrd1LJ2RZsFALWt0b2zrlV3iPZ/5HaNFJQDZR9nHT/9TIFS9L3WJUse8POsflEwSBmk13Kd+zZvygSyEsrSRblClAXxz71fHChFfcm6uStT2TQdR4IoGmVjY2MJnPDMHh4QWy6XE2u+u7uLdrud5Pvi4uKQwappEyjjPkrlAqC8Q4UTfHT0zim/BCgzMzMol8sYDAbpwLutrS3s7OxgZ2cHzWYTrVYLBwcHGBsbGwIn3Dbc6905dp5nkxSLRUxPT6NUKiGXyyW3jsewaN2cRQBiAcsFoYKML933TwBSKpXQ7/fTqbMAkkuGSq3X62FiYuLMlmC6eigYeK5Ou90+kzeGcQlkUSJhQ4snYizOYxbO++6869360s8i1kNZCi0qjBWcRAokuq+PY6TUo7Y62OBnFMgU7Lqbx8GM31eVC91uWcqF7joGxhKgKIhR5aHKXeMHInCiioZz24M3tS5UYJpjyN1uvm7Ybt/Nos/Q+2g8h7qUNB4mylkT9Z1/7ywNx0/7ROeNMg4+PxSoZc0p/h2BUHWh6TjSsNEgUvYdv+P2cw2E564vttfXh4M/B2D83HclZa3fqL/9eso8AMnQ4nc0smjEtdvtxAY3m03U63VUq1U0Gg1MT0/jypUryd2vxzewHyJZ92EtFwDlHSzKoJTLZdTrdVQqFYyOjuLw8BDb29tYX1/H5uZmAimdTge9Xi8lWdN4Eyp3nuZLt06j0Rg6upu5UKjANfqe75FCYcyHLwBd3Lnc3TODCBSAu0GFPFG43+9jf38/CYJCoZCAiuZmcStVd3Xs7+9jd3cX+Xw+JfNicjZ172hMhNK5LmyBs8rZBS4/uxcbcT+Ax61Mr4d+7oDFhXwEBLwtDlCcNfDrvERKx+vAeRIp7eh+VEpqGUeuEbVQNT4gynHifeMgWvvAg19Vebs7h3Xg/XQXiDMd6upwUOBj6wrd8wX51nVvm7o2+J22Veus10ZMB7/zOcK153X1dkTt0ftH8zOaJ3ze2NhYOpbCmQ1lUvQZWYBb23QeSxL1TdSv2uc+T7R+fFEmRTF1BCl7e3vJjU35Xi6XUz6gcrmMhYWFoWSEClD0/49CuQAo72ChMNfgVsZh7O/vo9lsJnDCINfx8fG0/ZjuHLIUJycnQzEr3D9fLpeRz9/NpUKXiDILWQJEhZTWO4sF4MJnvIcWWj0TExNJSLTb7TP+cGdTeG++01/barVwdHSUtpwSpDGmhuBEhbgrYrfwXOj6b6K+8BIJ6Khfozp4W4Fh6/+88fG4ivuto/ZHBFC8Df7ubdL/CSAiMAdgKIuvxyYoC8M5pTkl+HvPYqt9muWeUUWlSiULNOh1rKu3PQsADQaDtN1fAUNWkKoyJn5Pfsa14XNJ7+9zxsFCVNzqd0bG7xXdT+uk10WMkv7GGSjmcmLyMga3ez3V4HDAqPd0higCW9pONWBcPuraU9Cpz9H7kOnhPCZIYWyeHsWxs7MzxBBNTk6iUqmgVCphYmIC5XIZly9fHkoPoSAlqseHtVwAlHeocLJrUjXGT/R6vYSmGeDa7/dRKpUwNTWVttIq00BGZG9vD3t7exgbG0vgZGRkJJ2GyZN8NSiW9QHOWp0UUJEy0++dlaA/Wa0VgimyHPzNwcHBkOXIHCa6BZDtJDhpt9s4ODjA9PR0cu3k83mcnJyktjIXRiQYI+Cgn7tFHgEJL/rbLGCi9biXklDBqsF8ej9Vjupmi+6X9Rz92xVQlrXo1jZ/k9Xe6J6su27B5O/dUqV7h1anKgV30bBELIj2m9aJRecz76Ht0XuqotM6u7L11ORqvTsoVCV7Hqj13Bu+/pwpzBqTqA+0/3RO632y5lQETiLFrn2mn7HfdHcfA2HpxtH66TzS/lBwogyszgUFcloiQOef+7xXQ8GZoFwul+YsjSc11vL5fJLpZLd5xhQNWD2bjRnGL1++fCazONvEoNx7yawPerkAKO9gUYqSCzGXyyXAQbDBbbk8br5UKiVwQlDCrcR0eVSrVdTr9eQuYswHT/J1nz2QrZz5nVtlLrxUANCyVeuWhQtTFykB2cHBQdpGqrt8+v27u44I2BqNBmq1WmKdlCZlUjttJ8t5AMEFq7MWOnb6G7+3K47oOVksRZZiiSw/nUdu8Z3XxqzP9XkROHHwcy/Al/UZr4+2gvI3rtRPT0/TOtGYDHf1aLsji1frpX15HpDzvvV7OqBiiQCNMjFZv+P9tY4KkNh3kXuL6yVax1HbI9CibdZ5lwWEI7AbAVe/F4u7XHK5XJINhUIhxVoAd93FUZwPMwA7SNG+UXDX7w+fBxSt5ayiQFsNOW83x5nzlgw278HYQe5SpHte20uQQsN0amoKjUZjKD2+usS1Pz7MIOUCoLwDRZWQJ/cZDAbJVcMg116vlzLMNhoNVCqV5MrY2dnB3t5eYhaYU4WKm7scCE5077wKCBb3mWcJev3eLVMVDp5qnNepH5bsEa2HTqcz9D2fQbcNz2gh5TkYDFLAL7dg7+/vp/wwqgTuR4G6Vatt0++93K/Foi4b/a0+PwIn0SsqKjCzigIx/n/etay31sfrnQXOXJnxng5C1N2jzwPuKjB1/+l3quAicKZz0sf3PFeG9pWCBG2D9oOulwhknQdOHMhH9ee9IgDh4JZ94vXS92jMfMwjsOPt9rHVEgHD6D4OKFQx7+zsDG0n1kytkbHggJTPIriJNgZELlRvR9Renbv6u1zubjwe5y2fz7QH3ChAWUYmOJfLYW9vD7dv307uromJiZSeYXR0FNVqFTMzMwmca8A455IfjvphKxcA5UdcuBD8nAjNxKi7cHZ2dlKwVKPRwMLCAsrlMvr9fmIKOKELhUIKuC0WixgMBsndoef4RMKb75HV70qIiz7azueC5jzaldaAurhKpdLQmUCkKkl18pwdusMITjSb6PHxMXK5XMrkyBgIVwhZyiBLIWdZyllCOrrGFRc/87pE4CgSus6oRAqIxf3lWczBefPBlXU0lxzEKoD1ou1x94YGQPJafs7r+K4WcVQv/b1buGoJK1hwxce+cwAZsVpRfyhzECUnUyCQFW90XjzP/Sih+6lnBLJ8fvp9ornk4MOBifc9layyYOPj4ygWi2g2m8m44lEWdPlSVmhdIrcfAcLY2Bi63e4Qu6rMkMf9eD9FRdvnAD6Xy6X0+mNjY0nucYsxc1kxBnFycjIBmZ2dHdy6deuMvmBMU6VSwfz8fGIY/Vw2n3sftnIBUH5EhROfk5SntVarVVQqleSLZPxJp9NJO3cWFhZQLBbTBGaOFAqz8fFx1Gq1BHLU/UOlzXNwXFECccxEpByBsxZVtM1R28zP9FRZvgAkoEGQNjY2hmKxmLmDx3c0aPZF3ZHkAZea54W/1Xq6pe+fRcJL7xMpfP/OA/hcgUZWexb486Lt0V00WYrElZFf48rc+ySaL+wrB3KcM9HzIsGuwEHdoLorzMfjvDH1/o3qH/VjFhjR+7J+nnLc/9b2O/C917xUJUOrPAsU+pzJmrMOhu4FOBzYRUAnms9Zc0LrlsUykUEpl8uoVqvJbUtXR7FYPKN4CXT0FQEUyoRerzfkSj7P5ZbVN9EYcByi9A00tphKQdPaM20E5WI+n8fOzg7efPPNoToq8z45OYmFhYUzLIrOuw/rwYIXAOWHLCpoFZhUKhU0Go2Uvnhubg6Tk5NJ6TIHyt7eHlZWVpIrgy4M9WNWKhXkcrnkq+WEdFZB8ypE1oHXOes79fHyfyBmJNw69NiUfv9uUCx/pwGybi2rpUALxLcTu3JkUcXuQkaVhn+v7gQtWYJa+yACLRHwcKXsitCfFVl4eo9I6Xvbs9rE/vC4IhfAUXuprLUOGkek17ryjFxenA9kzTjGjB3IAiL+ecQCRIAwq/06j/33Ud29nxz0Oehwqz0aQ97Hwa0DoPPWb+Se0j7Qvo/mjT7bwan+zvsnGitlknhvKlkCh7GxMZRKJdRqtZSkktmimdiRAJYglhlWCUaUKfFzwXy8lRX2OeNt1n7R9wiMR3OP7hq+t9tt7OzsYDAYoF6vp4DY0dFRbG9v48aNG0PzjyBlcXERhUIBi4uLSS5qXIq7Pj9M5QKg/BCFk5xJyiYnJ5PfcGFhIb3m5+cxNzeHer0OADg4OEC73cbx8XFy7ZTLZfR6Pdy+fRubm5s4PT1Fo9FAo9FAqVRK6d0ZBOtn9Wj6eiA7GJHf6QLTxegCO8uycqEKDJ8YqsmXSHmqkHe2hApOt9bx5ecIqaBxgKNKRi1I7wtd0ErHeztc6UbWFYsKB62X9p33owt6rWPW77KsZr6rUvSiwvle4CQS3h4X4QrRAZbXldeo9Utwr+4/MmX67POe4crTFa8qKh8fB9jR/fxaH/eo/6LrtB9VcWtx8Kr1jkCt1tPH2MdR+9/lgM9LXh+58LLG30Gd3luNDp5dQ0a1Xq/j4OAA29vbiUUmo+zuj3w+n0CKygUNVqWLRWN0XGZEzJKv6/PWu45XBBCYA4vBsaOjoynzN93epVIpga+trS3cvHkzzUO918LCAgqFAubn51M8omYKVwblwwRSLgDKD1AUmChN2Wg0sLi4iMuXL2NlZQXLy8uYnZ1FvV5PuUFarRZarRZ2d3cBANPT02g0GqjX68jlcrh58yZeeOEFTExMYGFhATMzMwDuLALGmvR6vaFssb4QgWG3gwtjt8j4Oxf8vD56j36v96f1QmHoWTvdKsrl7p7+6YDEd3DQPcT+d2uIz/CMnCzqxnKLVtunClQFsVvZqmRU+Uf97mOggaMOajx40Sl7nY+ulLOs7AgwaJ0cZLGo4opyhOhciOaDf6Ygtt+/s+2U1D7nAIAzSd4UODqwZJ+xL3TM9GTirOtzuVzKduvAQT9TKt1BpvZ9BO61X6P4Ih1vHy/v4/MApYNTraeujaz76ZqK4ma0L7KAo96Xa0mzquqrXC5jenoaR0dH2N7eTgYZ3SEKUAhADg4O0jxyt/TY2Fgy3LTtWcxZVG932ylL6PIRQEqi6fOABmytVkM+n08Hw3K+M8dToVDA5uYmbt++fSbepNfrYX5+HoVCAXNzcymGkbqEgO3D5ua5AChvo+hEJQJmkp2ZmRksLy/j6tWruHbtGlZWVjA7O4tSqYR8Pp925GxubmJtbQ1bW1s4PT3F1NRUSuIG3Jnw7XYbExMTmJqaQr1ex+HhYaLWGThGBkVdO27hRFZNZBFlKSL+LqK9NetklsWnQEWTb/F7391EYaM0sApCrQOFnitcHSeCHu0PHUu2LVJyfp+IhdJ28rMsZsPnkfZ7BPRUEeu9dPyyirdV7xspDwWsLDpWUVu0nv57VWQan6DgT0941aRW4+PjyTrUtjh4i9oaga+IKXJ2jN/rWTiufPXzrHUWfcZ5yucog6d9mTW3tN1ZRoH/rZ9lMQQK3rTvonucN6cdgHFds+j8YJbgg4ODofXPoNharYbT01Osrq5iY2Mj3YPZt8vl8tBul/39/aED/LTfCfip3Bl0qi8FHOwTlZFsU5TpNwK7HGuCa17H34+NjaVDYunKJ7vC1BKFQgFbW1toNptDMSd88TwyPfl4c3Mzpavw5IAf9HIBUO6zcKKRMaE7p16vp1OKr1y5ksDJ9PR0CpLqdDrY3t7G7du3cf36ddy8eRPb29tD8RkakzE2NoZarYZKpZIi0jlBSe8pewLcDWZVAapCxxeTAxWnnF1BuSBWweRJqfRZFExsG3/DurH+Wm9VEFkARYX/eVZs5Gf2os/S3zkw0D5RxsrBjgM7rZMXbY8+zxWLK7RIWUbtj+7vz/DnqdJyEKuANKuufo+IAidoJ4Omnx8fH6PdbiflzHWnwcHn9ZcDS1e8/J3H0mjfKLDSZ/DvqJ36W72Xzim/RmM3HOi6YmQfOljOAhfnFd/qHQH1qDir4ADF+0UNHgZBK0ji58ViMR3bAQDr6+tYW1tL7j6e0k6XD7cn+1EeOo80Hwq/94zGEah1JsnBeOSecybl5OTkzPxl/Xn94eEhdnd305Zitm18fBzNZhPdbhdvvPHGmbnNo02mp6cxPT09lGU7ksEf5HIBUO6jcGJrnAm3BC8sLGBpaQmXLl3C5cuXsbS0hHq9nvykTGe/vr6O27dv4+bNm1hfX0+n/ZLKBO4qe0Zu8yRPd3vQvaMUZoT+XYirAo2UtwtpfpalRPV3ejKxLl5VBsCwQFR63RV+BFJckfA+ETuiACMCVa6MeS8VXLncMBXuLhvvZxUMLhizhH+kGPm3+sjdKtdr/f7ODER0v/dFJND8c7VUPS9EFkgE7rJtdGnlcrmkqLRPlUYni8jTuQni9URcF8SRRRtR3lnj4n2dpbyjdaL9oy6orL73Ocv7KnBQtoVMgAPnqB2ss1/D/309Z429gyb2p59FxGsdkDug4/2Y74TPJ/hkGgKO99bWFlZXV5O8q9fraYuuunHUHUyDR/vS56eCP4KYaB0OBoMzrJoDTf+dyi9uPabs7vV6SYfQcNvf30/rnAzR5OQkAKR8KmtraymInMefFItFVCqVdL4bwc39gMwPUrkAKPconJAM4mOcycrKClZWVnD58mUsLi6mJGs8ibXdbmN9fR2rq6tYX1/HxsYGtra2sLm5if39/aEAKgo29b1PTEwkxe/pjsmiMEjM6XUXzCo4FcyoNartBYatBX7uAk0VjIIUvU6VpT7DlTGBlgo/FapOM2uJmAoVsP4eWXsqeNz6UyCl17Pe6u7y50T5MM5rhysUrXuW39z7RsfbQZrWQ4srEa2TC2QHqlkgSJ/NvzVeQLcU5/P5BNZHR0dTcsLx8fGkjMbGxs5k09T+0HHUOabtdavZ55CPcRbQ9D6iItM1EY2X1kHHQsfQ3ToMLmXfKBhwhZnF2nm9I7eXjpnXWeezxvP4utDrWf8IJClIUVaD8Xx0dzAugwkeebwH5SYzVjP4VtmU81xjLrt0rZ/XF1Ff+5rQ7wmaWDfOlcnJyZQdvNVqJTnPQ1/z+XxiW05OTtBsNrG2tpZYEyayK5fLaROFH7nwYSgXAOUehQi/WCxiamoKly5dwoMPPoiHH34YDzzwABYXF1McCRfK3t4eNjY2cOvWLdy+fTvlO9nd3cX+/j4Gg0HajuwAhX7a0dFR9Pv9tM1WYzN0G67mHHHLSIuDFL8usn5dSGksgX6u1GJ0/g9wlsHhZ3qvCNDoNsXzFl4EHlSo6vMUfGVZj6rYsoABFUUE6ih4nTFS0OL1jKw0H9esz1zxRPf3vs5SuKyvfu9uvyyXwnnP8P5lO3gCLBUGgbsmHdSAamVyfO544GwESPmcCMCwTt4nWUpYgVDW2tN6uOJUYBSNG9c6wYnPCwdjEaA6b10TZOu8Zd38N8o8KEjStaqKXdkkN3Qo28ggaB2ZzIwukXK5jO3tbayurqLdbqdcImRTAAwFxOvWW2VAvB+UsfM14nOA7effETOnfaVjTrlNeU3AXSqVkptne3sbBwcHQzuX9J4EM9vb22i1WolpYriB5lX5MJULgHJO4SQeHx9HuVzG7OwsVlZW8Mgjj+Dhhx/G0tISqtVq2nO/t7eHdruNra0trK2tJfaEBwIyWQ+AhIC5a0DpSVqSpMGzAIoKeRfEuphYznPpqGD0e/I+0eLT36sV6UIJwJAgZHGB6vUFkGhY3xoZKYPIKmZxcKKCNKttkRLQ+mWBBgrzyAqPigtGV3gRqIusYH1GFpuWVVwpRX2nJatuWfXWd72ngmwCFE3SRcWn+S1Y3/OAa6SoFcApMPTrzrNAs0CXA5AsBeb94gqSilbdOpqNmt/pPdl33tdeBx8Htj1y2+h8zGKFHBiz6D0i9yyfdXh4GBoyxWIRo6OjyX1RLpdRq9XQarVw+/ZtTE5OYnJyEsVicehQVd3dOBgMhkBt1jzQ50YywwGLtkk/U+PN76tMOOU73Tk8uZ1pIwjO1JU1GNxhnTqdDnZ3d1Gr1Ya+J9OYBZA/qOUCoJxTaLlNTEygWq1ibm4OV65cwdWrV7GwsDBE0+3v76PdbqPVaqW4k83NzZSMjcnUAAydN5LL5ZLbhj7LQqGAXC6XssnyIC09k0GFsy4MV0YUJpF1pu3Uv/U7V67OlhwfHw8JT2BYCOpzuVCjOke0d5Yg4d/aHq1nljUcKSP/nd+ffaDPcoXAoi4zf66Ph2YLzRKCWk9XClkKWbflaskCdPpbB2k+nrxPlvJ2UKefaxujv/lbWo6FQiFtI+Xn+iKVT4s0AgZRH+qYKkA6T7g7cHcQ48pex1LvoX9HVDzHj+9styc7Y519Tvq60na6UaDtUFnkRg/XprInrKu7Qs4DL9F48Jm6NZdt05T3NORKpRLq9Tqmp6dTPhEGmbLd/O3IyEhiI3jKuoMP1kn71UG+j4+DcB/fCBAqSKEM16y33MnD89TYDk3yxjHo9XoJyPA4AJ9TH6ZyAVAyChcQF8b09DSWl5dx6dIlzM/PY3JyMm0dbjabaLVaKRPi7u4ums0mms1mAi/MAOs0HFMh83TLXO5OBkLgjnWh4IU0obsCHHR4kivgLPXuOxiyrInIqlbQQDZHFU5kifD3DhJcaOnzI8HrcTP6Hllq3nZXZPcSNpFicmvS26X9HLlt9LPzFL63wdvrilABl/YVf5+lfH1sHDz4td53+n0WONG+j0AWvyNA4TlMerQB41CYRdRdGtrn3kYHedqnnoPGAavfI4uJdMbQS9QPkauJ/eoxBcog6u98HL3tPs+jhGXnjVV0XRSr4WMQrS11Cykw4sF6bOfR0VFiSJi4jYClUqlgamoKnU4nMdNMt8C4DAaVahZrTTngLFU0j7w/3bjx8fd+j+SZPotjzHgbymS6tghcGDzMeJPR0dEhoOIHBr4dufJ+LxcAJaNQWDLL4fz8PJaWlrC4uJgS7nQ6nZTXpNlsot1uD4GU3d1dtNvttD+d2+lUAXBLJRcKGYnBYJDynzC7pp53EyksvkeWGd9dOajC5TVRrAqvVWHHPoqSPjkjwncFGOctIE8855aZgxRVDgoEvK9ohUT3ifor6tsI1GXVUd0U2jeeKyKrv1mPrOc4+5SloLxt+p23L2q718Pv6fS/10Gf5fX2unN3G9cHd7bR6uSL/eYHyek9XfmqUveYCr3OreloHrq70PtKi8diRP3t7hZ+p4qUAIPf6efR2Ot603q6yyOSDVpHr6fOWcZxaP9lFYJobcvIyEhycZM14zEeVM4EKho8Wy6Xz5zTpYpfmSeyzhq/x5iQyMXnY3kvN2DU91p8zgB3dQzjSDTmhue3EcCUSiXMzMxgamoKpVIJ/X4fBwcHaLVaiaHXeeBj8kEtFwAlKFw46tohezIzM4OJiYnEetClw+Clvb29FIvCicMgNzIjyqIwdoUMyuHhYaKw6Z9lQjZGg2fl/lBh6VaZWpWqHNleF9DRQowCzfw9EpQKFNz9kLV43EXhC5xK3wWt1ieilvmexfCcp2CjNiqYUaHtwj4Chf77qN+j/vHv2K/6nf7t98xSvP4M7/+on9iWKB5GFaE/Lyp8hibw4yGYusPHAQoVkCp0Bak+t3XuaG4V1lut3Ci2wvvJ502WceD9cd7Yaz8q46asA5+vMTxeJwckzvLomvLYFq9fFghh3dUYOM/FyGt9TjBOg+PJRH4OVCYnJ9NW22KxmMBNxIZoRlbeky+y0V4/lSkKVO8F2rOADevk7wTi3CzBfChM0Dk5OZnm5sjISAoM7vf72N3dxebmJm7duoXNzc1kzBYKBeTz+cz++KCVC4ASFArCyclJNBoNLC0tYWVlBYuLi6hUKgCQtr2RNaFbh75RpR4BDCXhIVXNicScJgzsqlarOD4+RrfbRT6fT0FfekaNgw8VDBpNr9syufiiFOHA2ZgRfgZk5xtRYeWKSu/Jv3WhOD2t/a/CQq0BrVuWYnRl4HE0vJ/WLXLXZAGELPDhwl77SfvC709FmAU6Hdz4u4+ZCn+2lX9HyiYLWGbVxfvCFTiFsCrDrHuzP5QZzOVyKfCv2WwmBaXzgS8HKmwv2+z1U0WtIIZ9olvloy3iDsqiueFF57Lf0+dmBHRYF5/vWkfOczdeXOHqODmQ9jWh7dV3bZe+++cR8NJ56HNDgS3HQkHK4eFhCipl8Cy3GZOF0SzUZFScNVHmhGA2Ype8TVnGRyQzfb7ouWKsF41WtoExNjz6hBl09bDUTqeDnZ0d7O3tpTjH4+NjVCoVFIvF5PbpdrtJZ/iBgh+kcgFQrHDRT0xMoFKpYHZ2FpcuXcLy8jIajQZGR0dxcHCQmBL6QcmYMBaFqeiZnEezCbpftNvtYnd3F51OJ1F63W437fDhoVCa3l6BR5TEKcuijoSVAw1fnP57IDtLqt5bQYUH+p0nyF2YZT3Hg/b03h7ro9sOlWWKBL+DsqgvzqO0o/8dzPBvHZMs4BP1k1vCWQBFr82KDaGwjPo4Ah/6XWRlq5Lhc7OUFu9LBXJ6epoYEuYU4vZL7tbQvuM8cLeBKltn2rwPFKCwL+6H5WM/RAremb0IFGXFPmTd47xr3GXowNcBhrtpHHhEAFjb6/IjAqEKOLQ+fo2PhR5xoXlENIM2c4YwcZnOfQIQykn9je9+jMCe1kfbynl1P4pef08Gncc6EHATnGhm8lqtlrYNU1fk83eSfq6vr2Nrayul+B8dHcXMzAxWVlaQz+dT1vJWq4WdnZ2kixgDqfGLH5TyIwco/+gf/SN86UtfGvrs0UcfxYsvvgjgTuDn3/k7fwd/8Ad/gKOjI/zsz/4s/vW//teYn5//UVflByq0cgqFAmq1Gubm5rCwsIDZ2VkUi0WcnJxgd3c3TQB15xBkEL1qtkz6GvVkS/pa9/f30Wq1kiAm+ucunm63m85u0MmmlCqQHfQJDIMTFUhu5UZKR7/XZ/nvtPgC9y23Lszd7857u+KLQJQKM7fc+U5LyQVvlO3zvP7ge9SPbkV5/fS7LGvNlYU/W8GGJohTJeWKURk1t1a1f/13UZ94/+jnkZJTxRzNGT5bt2Hy3BT646mgIoCl8yfKqhzNLZ2DKrAjYJK1prS/tA+j/ncwxus9nszHX5VjFmjVa7TNEdDV/5VBiICU9/H9zAUfU517bLvWW5+h30UubGVAyKhwqzEVeS53Nw8T55O7dXQ7u7JPaqREcX5slzJwDvAiYKdtIsgiSOFW6snJSUxNTaHRaKBSqSCXy6UT79n2jY0NvPLKK3jrrbdQr9fxyCOP4Nq1a1hYWEClUkE+f+eIiL29PWxtbQ0lCd3a2sLe3l5i9DUb8/u9vCMMysc+9jH87//9v+8+RJLO/O2//bfxP//n/8R//a//FbVaDZ///OfxC7/wC/h//+//vRNVeVuFE49+QU1nr4c8KUIlMFG3Dmm1wWAwdPomaWsyI/3+nS3EBB4aDAggLUhuPyPw4e4eCgC+IgsFOBubQgHllnWkGNkvbllE1Ci/d2FMQaBJttQSU8o+Evhu7XnbFJxEoCNL6eszVVj7nPDnZf3PayMr0elkXp9Vt6jeKiRV6ftWQxWirjD4bGW0FKx4cUDoyi8ClfxdBFBYf3dNKJ1PhTM2NoZisZjOoorqps+hclElEbFjDg7OAyZaZwck3l8OOvWezrh5n0cgIAIWOg+0bvq91sXHxIFZpFSjteztjOaK97vfn/fUfndXqLvoVJZwrpAlOTw8xP7+fjL6tB80Z5S6dbLmbgSYeY33hbpjWbeord7mXC4XxsAwH0q9Xke9XsdgcCc4/MaNG9jY2Ehro9vtYnFxEY888ggef/xxPPDAA+lAWm5WODg4wM7ODtbW1nDz5k3cuHEDN2/exOrqKra3t9OmDd3R9H4u7whAGR0dxcLCwpnPd3d38e///b/H7//+7+NP/+k/DQD4D//hP+Dxxx/H1772NfyJP/En3onq3HehcmNw7OzsLObn5zE9PY1isZgoNKYnJjhpt9vodDo4ODhI4IQTVve66558ADg+Pk7+wqOjo5SgiouN2+3oV1Sqst/vp5TTFPgq8HTiuXBVS88FZZbQjUCH545woc7rXVCyn/UZvJbFBbn7x/WZCk50aybv6YF/kWDXuImIgXFg5sJK+yoLWLjw0nplKdLoXv6srHgLH7fo935ffzbrFt3PrUa9VxabwM98JwrZRApvzg9N7e70dMSq8VoFxn6t9pkDpQg0RO2L1st5rqSsukb3ioBN9H3kqtA6Zs1fbx/HUd/1eefdO2utext9Hkb9lzW/ovv1+/0kC3mumZ5F4yAlcmu4McBncj46k+SABhg+Z8rXrPYHgZe6rHTDAw3jarWK8fFx9Pt93LhxA6+99hr6/T6uXbuGT33qU2g0GpidnU3MCXUGdzjlcjksLCxgcXExMf9TU1Mol8sp1GB3dzeBlPtxV72X5R0BKK+88gqWlpZQKBTw2c9+Fl/+8pexsrKCZ555BicnJ/jc5z6Xrn3sscewsrKCr371q5kAhVvJWPb29n7kdaawYtbYRqOB+fl5zM/Pp6x9pN0Yf6I7dpQ+IzrlouH2MfpLmRL/5OQkBdv2+/0zPlW6eTz2RLfTRQFduvj1OhZnK1zwR0LBWYHzFKrXRSlbv6fWwa87D3CxqPXiKeTVz68uJhd+2gcqoLXdKoSUjeD1EZPk9Hk0RhHbEQmMqP90jLL6PupLV1g+5q5Evb7KiETARvsuut4/07Gi4I7AY5Tczq3iqC8UxALIBNc+bt4fPgaRcvV6+xpzRedrNep3n5cRMMxS5PqMaJ1Hc0br4+CFRdkPV+ZRnfi/zvOs6/1e2q86f4C7O3+A4XHV9voc13Z5X+g4RP97H/O5UTuVoVb55CBFDxPM5/Mol8sYDAaYn59Pydjm5+fx8MMPo1wuI5+/s3GC57pVKhVUq1VUq1WUy+X0XqvVUK/XUa1Wh7LT5vP5FFLwfgcpP3KA8pnPfAa/93u/h0cffRSrq6v40pe+hJ/+6Z/G97//faytrWF8fBz1en3oN/Pz81hbW8u855e//OUzcS0/6pLP3925U6/X0ynFc3NzacJEO3f29vZSXIgOdj6fT3v2CTw4SQCkiGweilYsFlGtVhNdNxgMhgLDGHdCy5ALR08R9hJZayoE1NoEzlpk0Uv7SxWM3oPt53V+jQscre95GVZ14TvYcMHEd3WruFLWv714m/V/zfuiQlfbos/O6scI1PjY+d/R2LJtrhB9/LXOLpSyFKT2UwSmonHSPlQwkrV9V9tP4a2J2jQDp4+jKiBXqlE/RX2u/aUANwIBWUo9a/yj30fjG811vy6ai97f/rcCOfZTltsiGndfI9Ga0Pr7HHLXmdfT+9Lb74DQ+4nzigHW7q7jb5V1ikBL1tg426xjrX2m89yfHQFG36FEI5TZxCuVCmZmZlLWXO4oLRQKKc6E8VqaYXdmZibFstTr9TPMvYMpbuOPxuL9UH7kAOXnfu7n0t+f/OQn8ZnPfAZXrlzBf/kv/yVF5b/d8sUvfhFf+MIX0v97e3u4fPnyD11XFrpINO/JpUuXcOnSJUxPT2NsbCzFgWgSNkZJq4+cinJ0dDSxJpOTkyiXy2mr8dHREbrdbgI6+Xx+6JTOXC6XwAl38GhciytoVcK+sPl3lpJUBefWowtA9pV/5wIqElJZgk+flZVuO2oD76P3cMuZ46DXOoByBRY9Q++nxxO4u4fXujKgtRn1HXD+eUSuFFWZ6m9cITqooI9axzHrntFYZQlfrTOZqmjMFFCrS9L7nv3B/tVcFfwuy+KLnsc6ef0d5ETgwO933rzIWg++Dv27LLChYxN97/0erWsHJ9E13oYIvPAeOg+iNp8Hvs4bI37vrkTtJ7/Wx4tB0gpSOM98rWfJnyw55WOsMlOfH80xH1PO7QigUMcw7w939ezu7gJA2u1DndBsNlNiz3K5jOnp6eTemZ+fR6PRQLFYxNLS0lCSQweOAJLx+34r7/g2Y0Ycv/rqq/izf/bP4vj4GK1Wa4hFWV9fD2NWWLj75Z0oHCwi0UajgeXlZaysrCQ/32AwSFuBCUw09kSDjrgoxsfHEzCpVCrpSOzBYJAyALZaLfT7/UTFlUoljIyMpK1xnLAEKNzVo2ePqJDl84GzgkHby5cKfleekevIr+VznIVw5RwtfPX3RkrZ/8+ixbXOkbWsz3M3ThaQcsXt91QF64JO25+1QygSti5wI0XiSsf7yhWDZpakEPV+ZX1d6Hr/aN/4fbX/ImWk/RTdh9dqfylAOa+dwPB89DXh7jgHdw4W+JkKcVfuqjS9L/V+Hojs4+PMns8P70dvuwMxX2t6rYIKb68aOf6dxlgoMHQw72vR28IX3TD6vcuhLBDjgM/r5O3mOvX1zmt9vnp99bOonLdmfX55/TUvCkEKN0EcHx+nRHTVahWnp6c4ODhAPp9HsVhMid36/TsJ2/hdtVrF9vZ22k16fHyMubk5lEolLC4uDsXnRUAsK1bnvSzvOEDpdDp47bXX8Ff/6l/Fk08+ibGxMXzlK1/BL/7iLwIAXnrpJbz55pv47Gc/+05XJSwUJIVCAfV6HYuLi1hZWUnsyejo6FBgrAfHMsCVAieXy6UcDqVSKR0Nzm1wjLJuNps4ODhIVF6tVktZAMmw+JZltYBZdxUynGhOZ7JEuRJUAXuGSiD2v7Oo4MpSqG6ZUVgo5a/3c4GlAtOZHu1zfa4L43spEr3WmQhfsN4e7+PzLEwXeg7kXJBFADFiuyKFqyBGQUEkzFWgO+B1wevj7UBQ+4l10PszQaGPgYPZwWAwtL2Yc1fHXp+jfaV17vf7QwyC9ltEy2fFK+h1CnR8zH1uRuPv8y763tviY6vutvOU+HlzST+nG+28NeXzjt9zLZ+3zrKUvLY3C4S4POG1Pg90/uq46PW+Xr2dUT2y+u+89ih4cuY2l8udiUFRd74m92TSTh6Hwh0/5XIZxWIR+Xw+HVS7sbGBVquVjGbO+4WFBZTLZczPz59pp9ZNA2ffL+VHDlD+7t/9u/gLf+Ev4MqVK7h9+zZ+8zd/EyMjI/jlX/5l1Go1/PW//tfxhS98AY1GA9VqFb/+67+Oz372s+/JDh4qZQbGzszMJPaEBwKenp6i3W6nbcUEKLqlWGNDuJ1YD3jifvejoyO0Wq20L71YLGJubg4zMzOJPTk6OkoTToNv+/1+cldEFhL/d3981mJ0cKICL6LQXTBF9wfOnugbvViUls1icyLhGwl6F6ouwPRz/u0AypU154e2Xxks7QfeI9ri7GDQqezzwIyCJx+P6KV9xuepe8n7zcFIZFXyN14fVyx+b/2O1ptuNY8YDgV+jCuYnJxM46C/U1AePV+f5dl1ve+9zxVw+P9aIjfCeS8f92jM/RodT73GGROXCxEwcADGvz0JmTN/eh/WReexyo17AaKsPs/qJ/2b30fuyggMRQrZQZDXyX8X9Vd0jd5f4628TnTzEKToNmj+PRgMMDExgVqthtPT07TzZmRkJAEUntacy+WSi6jdbg/FQ7J/8vk8SqXSUL4xdTdpXpx7Acp3s/zIAcpbb72FX/7lX8b29jZmZ2fxUz/1U/ja176G2dlZAMA//+f/HPl8Hr/4i784lKjt3S5cVJoohyntl5eXUa/XkcvdyXuys7MzlJmP2fkIHIC7C5/uqFKplM6O4K6dvb09bGxsYHt7GyMjI1hYWMDMzExKacwkRJxs9DW6Ao8EViTs3BLw3ymidys7a6JmWRoulFyw8BkuVNXCjYQncPdANL13lqJhvVwQRQLJ7wWcTeB0HoWs99OzXVTY6fxQwR8pKH5+v8IhCyBou9WFFgE0B57+XVbdorpHfcQ2u2uH464xKTpHNE+Jbh/V3+m88DnuGYLdfXXee5by0vayXbpzxFknXutGgs43H7/IJXre2uBvvA/c/RGBWHdd6ecuN3z8vT76+/PWo/e3Xq910vXobVMXY5YxEIE9BblZssvBi85fv5+DNq+jsz9aR90CrXNZmayxsbG0lZiJOvv9fsrTVSqVUrK6sbGxpDuy2M/5+XmUy2XMzs4mcKK7iKhnGErwfgApP3KA8gd/8Afnfl8oFPC7v/u7+N3f/d0f9aPfVuGEZcbYhYUFrKysYGVlBbOzsygUCjg+Ph7KGquxJzzmWpU8A20V4Y6NjaHX6yUKbmNjA4PBAIuLi5iZmUG1Wk3XqGuHcSdE1KwzSzR5IkHqk/Q8+t4F0L2oPr+/L0aN19BXltXpz+NnmmWUz3RL3yl87w8Vii78Xcjq813Y6X24iH3LatQXCmL8/npfr4P3R9bf5wkTFeosKtzPA17n3VPrq4DR6+VgTxUoAYaOaz6fT4KaRgRjITTxlgaNa3E2zsFLFrD3dkf9rYpfwYkDAF1vkXKLQKyuC70nf6/b8LPciFpHN2r4fF93Udv1N9HcioCtg29lw7Q9eg9fj95P/L2DGvZVloxTEKzyWUFyBJC8H3ROer2jPtH+j9a011PztDj4HhsbS7ppZ2cHW1tbODw8TOnwCVLI1JPp397eDo3BweDO1uVSqYTZ2dmU7K7b7Z4JJXi/BM1+JM/i4aRT187ly5dx5coVLC8vo1arAUA614DAxPOecIcBJ4KCE6Lafr+P/f19bG9vY21tDaenpymBjoITzbHCrV+6eD0o0pWNvvNvVx6qGCJLzSekW073o0wdnDBRnb7zcz0SXZ+pSoS5MWgdkLVyZReNr7pnWCKFpdYrFSkwLGhUgEXAxS0kbU8WDa/uOL6fBwqyynlKxp8XgbPICj1vLnnfq/B3UOh9qW4dnZc+BgQjuvNA80cQtEeuIboboj6Icu1E/ZbVdxEI4X00wZe3T0uk7NiHqkS1HgoqvJ/9XpFrQRXteYaB/8ZL9EwHJHqd90G0bvz/84yECOR47BzXPgFAFpPm7FvURgfe9zLcXDayfyOWkPNRz6GiMdbv33HpNxoNXLlyBRsbG7h16xZ2dnYSq0IjmAClUqmkzRVbW1tD7dY2EaTMz8/j8PAwpc6I0mW81yDlIwtQGMhaq9VSYOzly5eHthWTPVEXjzIoJycnaeKRdmOSnEKhAADJRbS+vo6joyPMzMwMJX9jhLYfNEgBzLgWCuhIgETAQYVwpJQ8mj5LKfG+WRM1y5JmvcfHx1MqaiYK0peCFlUAFPhUSDw8cX9/H4eHh2kBqcBQhkbvF1kzKkD4nPPACz/TOkbWl1pRwDCLxO+V4dF7RcI4a/56/2d9F4EV/V3kfnEl6HNB607h6+1y5e6ARuuhfaRAw+NPVJhTMUV9o/dgG7U/7mectfB7ttP7xAFBBGIipa/3vZ85GwEAvXe0TvW3kUWtczpL8Xp7ozkWAZ8I4GQBFO//rDHQeijA0DZRvnE+93q9EPx5Oxw8R3PFXR9RPX2s9FneT56Sn8bY8fExyuUy6vU6HnroIbz00ku4desWbt68mfKh6C7RSqWSdnwSdGj9dfz1MM6lpaWUPoM5vTRY9r129XzkAAonr55WTPZkcXERpVIpBcY2m82hF9kUxp9wsLmlmBOF0dWHh4fY3d3F5uYmut0u6vU65ufnUa1Wh8AJk77pvXWBq4JTi94FRmR96N+K5AkKXMnr79y6iSxH/5v31uy5TMU8MTGRgoj95SCFCoo0JNksTX2uuUicHtc2OxPiApUWd0T9qwDXe54nhHmdKx9VXpE7K+teWiIFl/V8vT4Cs5HlqBZmZKlH8RB6b7qSFCRo3zsoBpDmi85JKhb/TF0/vIcCB22LKr/zFHwEMLwv7wXafM040IzGKXLtaD/eS9nxWn3X79Xloha8Xp+1lrUPI2Di9/F2KSjIqrPWLau/VMnqPHL3pLKRDh7Zl/1+/wxI8TUZ9SOvc/lwHiBkcbeXFo6zxh7yYFhmiC2VSlhZWcFjjz2G733ve3jllVcwPz+P5eXlxKI4QOE9dnZ2Ul+RreYGjomJicTiX7p0KRnju7u7SQe9H1w9HymAwsHiVq1Go4FLly4NBcbm83ns7e2h2Wxia2srvba3t7Gzs5O2cAEYUsSk2ejaIcjhvvRisZhiTghOdLeOMjMq5COhGwnJyFqLBC4BhAf2AcOL/DyhHT1X3Tncw6+xOApUyKboiyfYqgAh3cl+2traSpl4XVFGfnUHJ1lKjACFSjHLkowWapbyilwe2reRWyqqW/SdtzP6DjjLjmTV1+/lrjHvT+1Hb5sraFXC/rzBYJBYNmXYSHHrwZoKWgj8sixvfubnPUWgRdvggEPdNVnj4n3u4FgBN/tBv4/cLh78GxkGWW12o4KfKciJXEDRfSIZE60hH2s3Bni9g5WoXf4s/VyT+2k9tO7RmGrOIs4dr7cbaNG9eQ8HjNH618/8ev6GRhZjDynnaKwyXf309DQeeeQR3LhxAzdu3MDi4mLSNWTt9SBZAhwy/2qUMgyB2c3r9XpyI/F6DTN4r109HzmAwgyvGhh75coVzM3NYWJiAicnJ4k92d7eHgIoHLher5cULZUxI6qZjK3b7aZ8J7lcLqUfVuaEqe512/Lx8XFaVJGgcVo7S2lmsQbqBnEA4sLqPP+8FnfnFIvFdCYE88DwxcVRKBQSkldmReump3gyuR/ZKS56ZvGNrC8VSPzfFYj6hdlOtbhcUEUlsvi0jhqfoK4pIDvdfSSoo/mQda3WQ+up17uy5Fg62HMBHSlm9rMrQrd0HUAQ1BKMKCDgwZkjIyOJVfQ+jxgzts0VkRa9LuoXBVsROFBF5O2Lxir6LBp7j3lyl4M+39etfpf1TAftWfXLAkP6HtVBAboyvz43WBf9jfeFyyDeR42ICJRE9waGD+fMGk/vO21b5J6M7qFz08Gnzhkygjw0luDEd4COjo5iaWkJDz30EL75zW/ipZdeQqPRwMrKSso4y2Rvmn385OQE+/v7SQcRoNCYZihCoVDA/Pw8HnjggeQt6HQ6ODo6OiO33u3ykQEoFNgeGPvAAw8MBcYSeRKYbG5uYnt7O7lfNHCPgpVolNb94eFhAifHx8eYnZ0dAidMvMOAW1JzjIPwE3lZshSGtpHXOTjxXTRALKwiwKL31roASP3Aia5+UR5UVavV0osxOpOTk0PghNazR9r3er3kKiNAUXcXcBekRMF+Wm8XFg4SVGHcS5hFY6ICzK9Rqtn70AWbfuaFbXLgEYGVqJ5e9DqdB+r+Ow+cREpLFXzW3FKwrG4+XpfP59P8cOWmFnGk1Ly/fKy1vt5mbQO/j+4fKWdvp9ZN+yTLoo4Ait/Xx4739vpEDATvcS8GL6tPs2SA1luVcuTe1L5zUOxb9LWu2jZnOn2uRwyozkvd2RMZfVFfsp5Z60j7xOe395W/RkZGsL+/n87NIdPME4rr9ToqlQquXbuG69ev46233sKLL76IQqGAmZkZTE5OolarJZBCBoUAo9vtotlsnsnPRTk8NzeHSqWC5eVltFot7OzsnNkI4gbCu1U+UgCF7MnU1BSWl5dx5cqVM4GxrVYroUgyJ0SU6tqhK0MnEoCkTHd2dlKm2Hq9noJmOYGYjljTGwPZ6eEBnFm0fEWCIAqO8mt0oUcLKOpDV/jsBzIjXCz1eh1TU1OYmppCo9HA9PR0eLKmBrW6NTw+Po58Pp9ADjPyDgaDM9vzyGxFAoB1j/KbaLZVFVq8xvs++t+ZJn1pP3sAKu9znlXm9/Rx8N/r2CjwyIob8fpGz3IFlQVcI0XqysbBFC1EvjRpFIGL11dZj0jZK7jwMYqUkrs5uX68fd5GB6fnrZvoM7/XeXFQfl9f03rdvdxDERDmyxkwvT7qiwiIs368nyt2H0sFqMpoqowjS+o5cHwM2PasNalspsesEYw6u6zFAZPeX6+NxiVrztDFw5ABAnOebM9cXUtLS/jYxz6GP/qjP8KLL76IUqmEfD6fth3XarWUpkKDXRWkRMG1k5OTqFarmJ6expUrV1IyUsaiaG6WdxukfCQACgWSBsZeunQJV65cwcLCAiYnJ3FycoLd3d3EmmxubmJrawvNZjMN1unp6RmfOQ8AHAwG6dAnHmU9OTmJ6elplMvldFhbt9tNLh0NRmI9I2ASCTgtWQsjUji+mKOYi/MmoQoy7l7SeBOCiUajgZmZGczOzmJ2dja5uKhwGPyqQMMFHHdGKTgBkChRsk6aYEgTk3k7VNAqQ+C7AaJxcLaKwNCFuPrh9fPzgJ/3b3StKg4fTy8RkHJlEs0NZ5JUaWrdzisad+H94gqKf2tclG65BO6yJb4G2B/OBjr7ob/V73UO6HpxBR+1m+1RoOvfZ63ZiInSZ/i9ouu8DX4P1iGrOAB1Y0Z/fx697/PK5yRlBNeJf06Xg8amcR7ozi0ClKzsq5rwTI8EyQJivC/r4uuYn2eNq88HnyeR2zELMA0Gd4506Ha7iT2nXnEXeLlcxkMPPYTt7W1861vfwve//32MjY3h2rVriXmpVCqoVqtDyUTZN51OB81mc+gIFjLafM78/DyuXbuWzp0j0CGT8m67ej70AEVRuh4GyJwnDIwlOFlfX8f6+nrK+MqzDXi0tbImhUIhCVAqS7obVFlPTEwkpMyMgErBnWexeVsAnLEylAXJYl7c0nFwkmX5ZS3EXC43tJh0F9PU1BRmZmawsLCA+fl5TE9Po1QqAbjrQiPwo69TBQvvzfMjeDYSzy0iyNOzkGhhkYqMrFAFI8omqXXgORW0//R/9r0rCOBssHFk5etY6P1dUbky1/6P5kqWtabFBaj+Tv/2oFR9RlZ9qLSdfXIXixaCFCoz5r7hd/5svnyuZ32m99F6qMtNAzjZBgVqei/v7whA+TVef2+/skLRb88Dzg7Morr6HPM57opXr9e+ygJEWpzdcYAI3GGhqSi5W4UK2XPf0MVAcMJYCx6gSgb66OgI+Xw+pWhQN623MYp/yZqnEWjk9eetxUi2ap/weQyUJUBhWgaCBoI3Bsw+/vjj2NnZwauvvornn38eo6OjWF5eTh4C6h6CC2aLZVjB1tZWinOp1WqJRZmZmUG5XMbS0tLQrh6NR3m3d/V8JAAK93zX63UsLS3hypUrQ4Gxh4eHaLVa2NjYSOBkc3MzKdGjo6Mz/kEuJM3VQauPrg4i01wuN7SNjHvVNUOsWzEuRCKhy7/VwohyA2hf6G88ZuJ+rC9+z36le4fInVHhs7OzmJ+fx+zsbGKotra2cOPGDbz++uu4efMmWq3WmT33LPl8HoVCAVeuXMEnP/lJDAYDPPDAAykLIhG+ZvWlED3vwKvIilbg4hahgxTtRwcPfj3bEX2uAsppcV6XBRq9bvq5xxVlWZAOjPR/Zz2cqvY28+971T8L0ETticbvXvMya85HgFOVl6bSV7AQgTe/jyt0f6b3vwa/R0DP26rzSOeSzx2P39D7+MsBkY511HcKflyhZ/WDsicEGgoGC4VCMjimpqZQr9dT8DyZFD6DzIie+stdL3Rp8POs7dpe9whQ6PPUgInGUQGMgzC+R8ZLJDMog7ghwHNEaRqGQqGA2dlZPPbYY2g2m7h582YKMWCoAoEfYxv1QEIy/NzYwY0MpVIpgaB6vY7Lly+njSI7OztnDOp3C6R8qAEKBQJdO3Nzc1hZWUmBsdVqFYPBIG1h3dzcTOnoFZwwEJYLiOCk3++nhUGGhdQZg2Zp1fN8HaawJ6BgHRWcqDDyuAi2S9+5EDkJ1WWifRH1jX9+L+XGOpE94Y6dSqWSXDvT09NJ8IyPj2N/fx+3bt3CCy+8gO9///tYXV3F7u5uOkG6VqulxXxycoKDgwPs7u5ifX196DjxQqGQmJS5ubmUl4ZHA+jZSBrL4H2lsTuukFRxubUasVPep1nCT5W//8b7m/WJFF1UzgMXUb2iPlEL2QGLPkN/lwUIPCmd3lfnkAMaZwI1TiSLAYgYlUhJR0Cc81gDsyOg58XH5DzwqkZABOC8XWrFR1Z+FjhRha7t5LUOIP0aBxmsr1v8Lod83ilAcSXPucGNCo1GA/Pz85ibm0uHxzJ43gEKmRPuftQdkMViEZ1OJynz82JyfO6wb3TeasxF1prN6hOyTVlMjI8px49ygCy7uroUdDUaDeTzeczOzuLatWvY2NjAa6+9hkqlklzijCnRFPZM/sZdqpq7S5OLMt5lZmYGKysrKdxhd3d3aDPCBUD5IYsqUuY8WVxcxNWrV7GysoLp6WmMjo4mvxzZk/X1dWxtbaU4kpGRkQROSqVS2lWgGWAZgU2aUuMs+GJkNQ//08mvaJuCOevcGvUT838yKOPj42kiKqPA6yLh7ZaQXhMBE6UhNcVyrVbD1NRUAif1eh1jY2Not9u4ceMGnn32WTz//PPY2dnBysoKPvvZz6aMuuxTtSJarRbW1tbw+uuv4/r16ykCnZZCtVrFzMwMZmZmUtS5BoVFri9tr8eI8G9/V4GuSlA/4+feZ3pNND/57kozayz0d5FiiWjpLFZD66kAyRWN9oW7PFxhZoFoV66uwACkpGxUvBF45v0UUEYMlAIjH0MWzmNapgCG2hD1fVQi0Kaf+/c6DllxCTom2i7+VpVnFOjp94360MGFFjVS9NrIcnawouPrYIgAQoMyFxYWsLS0lHY6qqLkPf24C2Y+pat4cnISu7u7GB8fR7vdDue715Gf65jr2tMkkDqOOh4+17yvPXbL15/Ldsrxg4ODcP3wGp7xNjc3h8XFRbz00ku4fv06Go1GCqytVCopTo8uMRqv3KTBmBX2O3ejcozm5+dx+fJlrK2tYWtrC7u7u0Pu9HcDpHyoAQp9ctVqFfPz80OunWKxiKOjIzSbTayvr2N1dRVra2vY2NjA1tYW2u02BoPBkLuGC+f09BSHh4cJnIyMjAwdfe3HZ3NhkT1hIKcGAPoC8O2XvuPFrQDSoGoROkiJSpYlpwpdSz6fHwIn3D5M1w5364yNjWF3dxc3btzAM888gxdeeAGFQgE/8zM/g0cffRSXLl1CrVZDsVgcyhZKfyzPL7p27Rq+973v4datW3j66acxMTGBH/uxH0uLiwyMJtFjkKUuatbdrZ9I0Z/XV8q86GeRMIz62JUO353VcAGl9/F7ap1coLmC4bOjPjhPsDsojvrF2+7PA5DcoJzjeq2CS31GZLE5QImAiVu3rhwixa7j4MrpfoCn9oFby1njp2OleUP0HtoX7B+VB/zOmTA+y+uu4xTV3f9nXbKYWb1/BIrZNjKuU1NTScEuLy+j0WgMsSdM0KfjStaZOUMYP8GcIdz1p+PDZ6sc1HftL9abctljWHSsdHwiRtZlgs7XqM90HvqWXp+vvV4P4+PjqFQquHLlCm7evJn01/T0dNrVQzePprHgGjs6OkKr1cLm5mZiUZT9p0xfXl7G2toa1tbWsL29nXJ1vVssyocSoHCScRB1187S0hKq1Sr6/T729vawubmJtbU1rK+vJ4Cys7OD09PToQRsmiGWzMnR0dEZ8OK7U0hPMqBL405UQen/mviMwbiayIp+bC4MTfjDXBL8XH2GWcLVF5d/r/+TydBtamRQ6vU66vU6xsfH0el0cP36dTz99NN49dVXsbCwgKeeegqPPfZYyoRIK4kvTdLW7/cxNzeHubk5TE9P41vf+hZu3ryJ73znO5iYmMDKykoChkT/ZFg0j4wrB89NoBaftjVSSq64s/z4WVQ+/6dgc0vTre0s6zsrvuZexQVxdD9tn17v/RXVkQLfBbAK8yyQxN9lZfJV5eh/a31dsEcgzEGqs22uOLLmAksEDnkffde5dj9gUPvDnxeBTK53/c77J2qbr/UIUOk9XMlqfbPmdD6fH3IrcJff/Px8yuXR7/fR6XSG+tu3oY+OjqJSqQxlqyZroOuaMpH30h0/2vYsFouumkhu8qUgW++j/aP3Zj/oezQHPG5GY1KYzJLM88LCAh5++GF873vfw82bN7G0tJRiHzXfiZ9WTCal1Wpha2srgRS+GGs5MzOD5eVl3Lp1CxsbG9jb28Ph4eG7FovyoQQo7tpZWlpKO0EajQZGR0fR7Xaxvb09xJ6sr69jc3MzHdSkadp1K/Hu7i4ODw8TVVkoFBLC5yTQ0yl166QKCQclnl9FF6DuiVe2ge6co6OjM+eWsB73YyE7WIpofzJS6tphPxGgFAoFHBwc4Pr16/j617+OV155BSsrK/jMZz6DRx99NAUmHx0dod1uDx38psnvuMAYhFssFvHss89iY2MDL7/8chJUZHQ0lT5jVthWtlEFN9uo7oLzQIW+83767lZs1NeqHDyYToWe1l0paFXOrmR5r8gq5jURpeyWpbfnPIAWATwV+lQwbr17HdVCdmXsf7viySpZY+l9yXlA5a51vp+iayei/qP4InUH8jMHDt7vrFsEklxpetsVOLurM+ofvjszoMXnpcszfT5w91iQycnJxLbOzc1hZmYGlUoFJycnKbUD5QKAoVQGlDuUhePj45iamkqsscs9zhN153ofsjjw0j6KDAQdcxo9kRzRPo3GLGLQASS31sHBwZCxqps0uGPy2rVrWF1dxerqKm7cuJESYrK/HaBwUwdT6+/s7KBarWJjYyMZmbw3M67T1dNsNocSuDnL9KMuHzqAQgHDAaRr5+rVq1hYWECxWMTx8XGit7hrh+zJ4eFhQpEKTjSj6cHBQdoVRORPZoXbXpUGi2hAry+BiSY90xTxXJhcjKyP7gziVrXBYDB0KqYnbor6y6Pf+c7FTXBC0KRxOeyvyclJnJ6e4vbt23jmmWfw3HPP4cqVK3jiiSdw9epVlMtlHB0dJdcY+4rxBwrOCHpKpVI60TOXy+F73/sednZ2cPPmTczPz6eIe81Po7sy2EZVztoPkRXgQZ60uljcKlahFClj/17v4wJUhZorexZ3sehvXQFpm1Q4OzjRonPUFae7RXi99qsDXK2fK1hdG/o7/V77yV1ADh4jMHWeFay/jfqTJQIs2tdZLIreP2I9dGy8n2hoOTDV+vi8iEC1KkEFMVl9pZ+p3OIz9F7RfPfxZbtpdGgwfbVaxcjICJrNJq5fv46XX34Zt2/fRqfTSWwQlTNdujMzMwnc0NqfmppKMo9BoXRnEPhqwsSoD90gcBbF12sEMM8D1+eBal9jnPfcNNDpdFI6B38tLS3h8ccfxx//8R/jzTffxPT09BATr3mqyOSzn7ghodlspjjCRqOBqampZCDOzc3h0qVLWF1dTbEoZFHeaVfPhw6gKHsyPT2d2BPdtdPpdLC9vZ127RCktNvthBzVZUC/IBPXTExMYGpqCuVyGQBSYKeep6P5NtzCYsnl7m7V1TN9aCkwjwrjLLgVLJ+/E6TLfCDM/MdkP/1+fyg/gCvBiGp3C1itP4ITAhK6vfzMnXw+j62tLTz//PP43ve+h7m5OXz605/G5cuXMT4+ns4y6nQ6KZHQ0dERBoPBGbcWhRGj+8fGxrCwsIB2u43XXnsNGxsbGAzuHDbHIwI8I6X2s/rr3bJUAc7xUZCi1iTvp/fNAir8vb5rnVy4n2eJ6j0BhAAgAhIOKtjOaKdBpHD0N/od+0NBn79067a/O7sQCfMoBkAVnoOhrH6OLPqs4soqup+PRcRq6OeRcndWw+eYXk+Qotvno3rwf48VcTDN52q8i/dhBHDYliyw6S/9HY1GGh7cWlwoFHB0dJR2ozz77LO4ffs2er1ekgfsI7Iw3J589epVXLt2DfPz8xgbG0uZVHXnCt3qZLHdQFGw7y5aBx3ej9o+H5Oob6J1GQFWfWe8CGW9Gog0Wuv1Oq5du4ZWq4WbN2/i5s2bqT96vV5yhavRenR0hLGxsZTZnBnUt7a2MD09jUajgVqtls76oR5lCARjWt5pkPKhAigcdG5jm52dxfLycgrC4oD4rh1GKfPcA7ptGCxFq7/b7SZasVwuY2Rk5Mz5B0yHr/XJUkSaSZHKn2xJtVpNflruimH0NoAEULinXWMvCKgcoOiicuuX9fL098ruKMWoW4zZX0dHR7hx4wa+9a1vYXR0FJ/85Cdx6dIljI6Opu3ATFKn50XoczR1fq1Ww+7ubkLzABJA2tjYwOnpKQqFQhI+uVzuzKGDrvBdgKtlqspXBThwNumTKhcybO4uiaxwFXaR5RUBWH2mjqWCElUYDmz0t2wfXQbOxqgC5f0cDPEeDn4i5azgWO+v7hQXbvl8PiVq09/535GS1Gf7mov62P/PGj8HX1GJGCV+HoFiB5fsa7omNJbK3XM+dlG9I5eff673i+rkoEP7TGWHyxfeQ10gmhla13Sr1cKbb76Jl156CWtrayiXy1heXk47e2gkHh4eJpfErVu3sLOzg+3tbTz++ONYXl7G2NhY2l5LRlnBCV/aPrZF14aOoc7VaO74WsmaYwqoo5fWyRlVsijj4+Np9w2NWcrg2dlZPPLII8mQfuutt3B4eJjCD2i0ay6Z8fHxtMun0+mcASn0EExMTKRtx9xEwl2uGkLwTpQPHUChtV+v1xNAmZubQ7lcRq/XS5n06Naha+fo6AiLi4sJCNCNwliJ/f195PP55KMjONH8JhSqbr1HApEKOTobgRTo3NxcyhNAnyItqV6vdyZAjMKC9SZocGrcLSzg7kKLclFoXAiDdQlYyKYAwObmJp577jmsrq7ip3/6p4eYE2YlpOCgpcMzdKjoCTC4dZBHj1erVUxMTODg4AAAUnI9xuWoz1q3j7pVw7aqT5+fRXEkKqhc0eh93UrXlyvX877jPfTeLkBZD/1OlVikWKI66bXA2TNsXHEr0GBfR7+JBL62h/2va0UtbbfoI+WQBTgiQekCNBKo2i9Z4MSBh4MBdeG68vN+yGpHPp8fytapAFXrEtU9q12RNa/P035TBe2g1uvhfePAX7+nq0HTq1NB3r59Gy+//DI2Nzdx5coVPP7441hZWcHMzMyQUaan8966dQuvv/46Xn755SRDlpeX065Nz/+hr0gmaH8p4PD5rP2mANTXcQQgs3SBFgeMfDFmRA9mpaFIGc0DcF9//XVsbW3h+PgYlUolGdsEiJrsbnx8PIUnMHssvQuMRZmenkalUhmKRWGsEF0971T50AAUVfpMArS0tISFhYUUGNtut1PUMhOyra2todVqJeBRLpfTbh1uJd7b20O/30/+uYmJiaFAIzInHmMSWR3AXTeUB5wykpqp4hcXF7G4uIhGo4Hx8fGUrnh/fx8AUpyNBojpriHNWOuWkdcvsszV+lHwoEwHwdH+/j5u3LiB559/Hg888AAeeOABlMtlHBwcpBOh9WwIZoJUFsXjUEqlUnIHMSZoMBgk4bO1tZW2LpIG50KM4k1Y2FZNkKdtphXb7/fTdkeO33ngQ4V6pCxcMEaKzIWef6ZAQBkhVe681mNMHJg4IGI9OD8jq5Dtipg3/TwCcvqu7kNew3lMRipyd2h7vQ5Z/e1j799lgRXtj8jadTcV+zZKVOfWsz5L3VZ8qXJSZeXWtgKgLDDsJbLgHYBE/RaBNp13upb0WXokBuVdoVBAr9fD9vY23njjDbz11luYnZ3Fk08+iUcffRQLCwvpBHjgbo6Qo6MjzM7OYmpqCoVCAd/+9rfx3HPPJRBEY5TuHhpEGnfhbncHU762tX8cnJzXJ1FaCJ870fzzPmTg78HBQZhhNpfLpVgeHtJ669YtrK+vo9PppBhBPc2Yxq3mSul2uykeZXt7O3kTyNZQpy4tLeH27dvY2trC/v5+CpiN5toPWz50AIUIem5uDgsLC2kLGxVbq9XC9vb2UGBsPp9PKHFiYiIhVgKak5OTBE5IS0Zp613gOxpXlwDdJQpOmKJ4amoqpYlnNtaDgwNsbGzg1q1baDabaYvZ3NwcSqUSpqamhpS+HjblWVbZX5FVqchfQYqyEv7/yclJEjRHR0d4+OGHMTs7i36/j52dHWxubqLVaiU2h+BP43Y0joRuLzJT7OdSqZR2YDFXytHRUeo3AhPNG6MCJ2veUEi58FEr3y0i/tYVmPalX5sFXPgbnz9Zlkmk6FzgqgBUIelCWNkiB1sR+NL68e+IjYsYCbfKCWxU+HP8HIzp9wpufMu4Kwz9LssF47/3fo5APfuNRZMrUqFpRtKIWWEbySDqfPL6RABFgWYEDO537nhfZbE93k9RhlYHUMrAKuObz+fR6XRw69YtXL9+HRMTE/jxH/9xfPrTn8alS5cSK6s7FWmA5fN5VCoVXL58Gd1uF5ubm/jWt76Fer0+tNunUqkkY4aKWDO0Ri5WXT/ePw4Ao/lCGcaAfXe9DwZ3T2JXd7o/z5/V7/fTWW9qNFImMVHnyMhIik3Z2NhI5+gASBm7uQmh0+mkTSM0tsl2b21tpfhH6sXJycmUu2Z2dha3bt1Kx5XcK9/WD1o+FABFJwa3Fi8sLGBhYQH1ej0pNfrZCFDW19exv7+PxcXFtAsln8/j6OgoXdvtdlM8CP2hmp1PGQpXhpHSV+aEwaUEJ5wQMzMzKeEOgORzfeWVV/Dyyy9jZ2cHs7OzODk5weTkJKamptIEUuqPC4RCnSDKrS7gbFpt4K4g1wWtCeOAOwuj3W4nEPLII49geXkZExMT6WDAVquVEt/xNxpFTgBFocttyPQhMxiLbivdKkfgo9Z0FkBRCz/a/qpCSi396DdRjMu9igIHV6g+bzxGJlKqOsci5aSgJaqjsywKVByM6X21jiq4s6zKqL7K/qhLEbgLCCnENZiTc1mvO69EIC5yTUUAMaq39pvWSfuZyjsLnPB+uhYJUqJ+9t84u6P183kUjUHWPGLbstyXamzxfy2+U4zyQrfIknFlPMmNGzfQ7Xbx2GOP4ROf+ASuXLmCUqmU8nTQgNEDRVnXYrGIlZUV7Ozs4P/+3/+L733veylWgjuGSqUS9vf3UyI3zaeixeeJAkJdT1nznICBrnCCMW60UGaWyTs1LkYBi46fPlNBis+pfr+PcrmMwWCQvAh7e3vY3t5Gs9lMbeZGCxrHGoPC/F7UkVNTU0NMCpkpNZ7JorxT2WU/NACF7EmtVsPs7CwWFhYwOzubdtoofcVTizc3N1Eul4fiTjgBdnd3U9T0zMwMarVaCjjScyE07iSiWQEMTWJOXu7Q4Z51bqdlYrJSqYSTkxPs7OykALJXXnkFt27dAnBHCfM0YFobEZhwlM16sF5uXbqA8XuqYiGQ48TmGTnVahUnJycphoQMCftFrSKNBKeFxHe1NNRq0/oSIFIg0Irgu7MFEaBwxcPf0ZLXAF4CHwVA0Vh7UbChwMABCwuFFenTSDD6s7IYhKidEXh2K92ty+hZ+n2kGF3AOxjQ9gPDc1gTa/H3GlTrsUFRHbQ4mFCKPauvsqxmBTuuKHRrq34f1cnnp8ctOPD0+kTMTsRoZbEckTGl7VfgHxU+02ULf0e3guZxOj09RbPZxOrqKm7fvo3p6Wk89thjybDhgXaMW6NrWOPoaORNTU3h4YcfxubmJl577TW8/vrryfDz/EiMoeP8ypLXCgi83yJA7Ky47nScnJxMO5HInuh2aD2ZmbpEQTzbq/Lv6OjoDHgcDO4E0/JwWvYNYyi5CYSykf2nXgBu9mDcX7PZxPT0dNp9yQ0c09PTmJ+fR6PRQLlcRrvdfseyy37gAcr9sCeMJeHZDYxEPj4+TllNGYDKa3d3d5HL5TA9PZ0izsmu0O3AuBO16iIrHMDQyb+6fZhbiOk7ZMrnw8NDrK2t4caNG3jjjTewvr6O4+NjXL58OW2/Zbp+xqRoAit9vgoZXXRudUWWt9KJmgiOlCDvf3x8nPpqMBgkJK5HdStQ4stjKlTYufJhnamkeL92u416vZ5oTrWS1KrVMYqUtVqEVCwazKwHRXKxq0A/L2sv760gxRkVvZ4CRy0sZ1XYJzqeEeDRe6tLQftGBSKvc1dDBJCyFF7ELrmidoDMZ7Lfvc28L61f9rlnB/Wi8znLtcPrvL/08+ieej3bwHWo88PdJlnMUgQuIyDqdY36XvvW70E5oCyYtsvXnY+zj6OCW107ZHLJ6gJIR1LcuHEjBbfOzc0NxQnyNHkG1pNhzeVyaZcmkzUuLCzgsccew+bmJt544w3Mzc3h8uXL6VoFJ7puI6DP9nsbdQ5rUXCiriXuylSZkcvlzhx/wmBVvtjPnn9Fx5gu8qjO1GUTExOo1WpJzjK1xujoaNKLumWZO1V5jABBiqaw6PV6KcXG3NwcZmdn0zEjDFT+UZcPDUBhwOjMzExiT0qlEvr9O+mTCU62trbQbDaxs7OT2ItCoZCUbLfbTdHJs7OzCSWOjY0lpaz5TlgHF8RaPzIndOtE59dw3zktiNXVVbzyyitYW1sDACwtLWFubi65cygUjo+Psbe3h8FgkJgKDzBk3TRnRyRwvHi8ibqLSLu22+20+MgwMREbXWQepOvMiMcmqJBXAKM7iMhwcOs4QRCABCpYb09U53EPrBcwHPehW6xpFXk6fWcfzvPFavv0N5EPmn1Ato4uL7WyvP4OtpQNccXM+cBnsY91B5rf1y3pSHFqnfiZg19XCn4f9qsya64s7+d5+lKAAtxlqKK5oPWM1oX3uwMU9pWCkwi4aXu9H9TdE80nji3b5MdG8H7sP21nlvL18dV+1zWaBagV1AJ33R4EB5SxDMLc3NxEo9FAo9FALpdLrmCeoMtDQKn8crm7u4EADLEji4uLuHbtGl566SW88cYbiZFmwD2BggaW+prR9kdGnANt9gsNTz94j8/1nZZc14wZ5OnCZGX1PDEHJwSVKlOV8Tk9PU3gjTlSKEO2t7eHdklSrtHYJrPDk6JbrVbyJNDQ5Dk93GE6MzOTzuh5J046/lAAFCLYWq2WsgzywDoiQ26f4uI4OjrCwsJCouAGg0GiuNrtNgqFAhqNRkomRACgAOXk5OTMlmIWFZK6xY47dQhQePrv1NRUOv339ddfx3e/+12sr69jdnYWjz32GB544AFMT08P7eYhQ8Et0FRkzuYAZ8/viISx1p2f+w4eKg5O5sHgbiI3+kDz+XxKyMZziXhf9cPqhFYhp3VivArHkgcictxplen92OcUjJowLFo8rohUGHChc+y4Yyhy8WSBDbZHlZZaQ9pu1k8P9eK8VOZOn+cCU4Wajynrcp5S5zX6O1fiyiBE9/RnKjvi46x10HtFn+m1nGsKEr2u2u8KGKi4nebPAiRaIvbCwYmCDmV/3GWSxWxE7c2qi+7ocNbGXafOWPqYRADQx8QNIFeiLAROrBsNm8PDw8QIFwoFAEibEZrN5hB7QmOx3+8nOcOkkAQdPJJkYWEBN27cwCuvvJJ2W1L2Esjo1lwdN62ztjcCiOwzZU/oYqZrh3Wj7PCT7o+Pj1NeKIIFGmBc65SvPPjUZY3GFOoY9nq9tD2bTEq328WtW7ewubmZwJKmuSBAYYgDvQh0s5HJYqwms8u+9dZbWF9fT2fTaabeH0X5wAMUunfocyOqo7LULHkEJ7u7u0MKh7EnZASOj4+xtLSUXDsMsuXAcfcIha4LW1U2GndCcMJnE6Rwi1ir1cJLL72EZ599Fmtra7h06RI++clP4qGHHkrghNvNuCNpd3cXAFIyI06SSLhQIEXCLksoqZAhg8IDETV7Lc/Y4JlAvMatelKc6ubRADEAQ2drUCByfJTO13qROQKGmQ9uCVeQ4srV+0DbzbHjmLkl5jtJIpCirjKll5Uh0PpR+BCcdbtdFItFtNvtIQWkp55GAMGLKkv9TJWTgigVfgrEI4V0noL3Z+g4uJXqAJX9p/div7FenNOsu9LjDsS0H/z+zvJ4/SMgG30fgZMIKPk6zAIhEVDT+akvDwCmQeAAxYvOQ1WI0ThFLJHWTf/WbdcMqGcQJtMGUI4wx0mz2UxsCmPc+v1+svgZJ0alzjFk7qvvfOc7uH79ekp06UGrevCqxnhFczkLQLNd6sLSzQkMRKWcr9VqaXcNWRRuxHCAkuWapgGma5hGjDKD3EDAgFjmBWPQLAEbdz7yfxqABE508XA8dnd3006pqampoS3HfkbPj4pF+UADFE4UouqZmRnMzs6mE3U5CdSfRtZhcXExoVrSalwkHAD685i3QxcMF7FbDTqJXcEpg8J3xrY0m028+OKLeOaZZ7C7u4uHHnoITzzxBC5fvoxSqTSUME6Dfff29pDL5dJpym4Zap2A2OqOLEIV3uoyAe4eZMW6DAZ3YlK4SLhV24EHP9MIduZFUXDi9LgHzZK10XppBLyyK7SW1KXEdrlA4t9kYLh4FaBwzuiLwk4BlQoStyQVoGibHMTRT83tgHrGEK9ngjqtu/6vStHnRPTS+3gcic93Bzt+rddVLSt3YWSBZgXWOocI/iOrndfpHHLgEIGf80pUR+/LCJz4WvPfuSsuq67KzCgA16yiepgo76Wgg/3mjKKCGK5JbvtX5c37ARgC5g5YotdgMEjrnq6b8fFxdLtdNJvN5IqnjKasJZvQ6/VS1mg+X9c31yJd+9evX8fly5eTu8MP29Mg+qx5mwX6FSAy3kMZWzITTBnB4zro+pmYmABwJ1XFzs5OYvGdmY2ArLIm7G8apmrMkeFWENJoNLC7u4vt7e2k2zS4V9PgU+4QoND7wBCDUqmE2dnZFHqwuro6dEbPBUDBXcFPXxsBSq1Ww8jISNparBlJd3d3kc/n04RhwiAyE6enp5ifn0etVsPk5CRyudyQv9ADtrKobwUnGjzFnB38O5/PY3d3F6+88gqeffZZtNttfPzjH8cTTzyBhYWF9D0TxjHPCf2E3BdPWpG7H1T4+X57Mj/ucnDkq8pBdz8QkDBAN5/Po1gsntnbr8/UXSkqBKNcESyRIOdntF64qDXoVgEKQQGZJWcKXAAR9KoC0PFTcEmBQ2EHYEjYs228pwcaZ4FJBShMVDc5OZmZ90MBjio3paK9RO12oOJKR6+LAEvWfaN7+/XsDwVhPu+0f7UPoxgSd3VlsSU+z6LPnfXR4uxJBAYjK9z/j67xMeX80V0YHvMwPj4+BCj0oDy1wFVGcK7q1n/GixAQ6D00B4eDJwcpbAcVK1noTqeTEjECSNuKKatpCJK5JnhSA4TxJeqymJ6exqVLl/D9738fq6ur6UDCfD5/JmCXjLTGqJ1XtF3KimreEz1LrNFoJH3E3C+sB68hYFFG9jxAq4yK96+6zzWGhceycAfO7du3E5NSq9WSDtVsuzSGNf09U+DT80CPBWMj34ktxx94gML0vUwNz90t/X4/RSQzKpk+TdJtpMC4zerg4CDlFWHOE816ysBQtYpcmKu1nJUpln+PjY2h2+3izTffxHPPPYdOp4OPf/zj+Mmf/EksLS1hMBig2WxibW0Nm5ubQ6niCZqOj48xOjqa6qFn9fhLgcl5/mdVqEo5AsO0MYEGlSddQLyOwWAUAvyNbqtTtwx/p5a2LlT9Ti0Y5qZhG3V+6PZg37KbFY/jO3eUEmVQM+eQMyiMsKcVom1nn0Qshypi7eujoyPs7u6muao7WDjm2na9n/afKrrIUnQ3iiqxLLZDBaYzAAoy9G+P+fD1rEXHSecA57GCM/7e7xGxQ+d979e4kHU3VZbC8HtlgSAdk+h6X4vKyOouQJ2LHKdoy74aKc6aMB8G6+CGDcGKyw1ndxyccC7RXUnwwTWSz9+Ja2NOJN32SvlBo1BlrJ7uS6VfLpcxPz+flHCz2UxzJZfLDbl+Gc8XjbOXaM1o7pMInDBlBOPn2u029vb2UK1WMT09nfKKaBoHl3c0WHTd6Djq/PNYIx2rycnJdFYRQYe6gJhfioYnY4U0d9j29jZ2dnbQaDSSbiMpwHCI3d3dIbn+w5YPNEBR9w6DTeneYSdzUhCgHB8fpzTKVKyaDIidzdwiem5MVnyH/q2R61RsBCickDxX5ujoCKurq3juueewtbWFa9eu4YknnkgH7G1vb2Nrawurq6vY3NzE3t7ekFDhAmaEvOdcoCtG0bSyIlkC1V0Suo9f4yNo0SjNqdvpKPQYKMvfckcK2QWtc1bAGuupFpvGoLTb7TNsDBe9bpV2izuidNUq8mA3AhTOHYIwBScUwuoS5KJVZUoWSAUmXUpqGfNvMmQcWwcpmifCx9fHOItt0PmgfaWfZQEdfq/P0fqo0tW/I7BCNuU8F4wzKPwsqhf7zOeVA66oLt43EXsUGSznWcEODiMgo2ygHv+gB4lyaz/jo3T9KWPpsV5cv5oC/uDgYMhQoDWtYNVjXMiMRO4SHUu6IhnwzZ0qmohRFSQNGBoVrE8EUOh2JcNYrVYxPz+f8lnpwa8aN0KDSlmiaNx8vNQIUOBI10etVsP09HTKZ3V0dITt7W2srq7i8PAQtVoNy8vLKc6RbISDR2Wefa5pvzhAJhhUpovGPF09N2/eTCyKZvqlzJ6YmBiKu9zZ2UlJNzudTjrpmHE/3O3KXai6Fn6Y8oEGKIzQ5m4YTohcLpfcD8qe7O3tYWJiYuiwqn6/nwI+GWjFzudgkT3xbV/AsLBzyo8ChVQswcnk5CR6vR7W19fx3HPP4c0338Ty8jI+8YlPYGlpCaOjoylgjDlbms1mYm9oWTOBES1rggQuOgUzyqC41agCiG1R/yqFHgUN70f2RqlWvY7KmsGtKhwpLKJCQaFWRWQJK/hQSy9Sxs5ORNY5x1MtIz0oUSl1AIn61FwNXNT0n3c6nTPHDOizvH4UIJcuXcLVq1exvLycKFXSxGr9qnXlbiwHGmr9u7WWVbeIMdG+1f7j2CuocQYnKqrQ2LZerxeCE79HBBZYvK4OZrQv7seCZtF+5O8dDDqLoN/pZw7QvV4aZE/WhNb5wsIC5ufnU7wcXR2sowIUdacSCNCFQvlGdk7XLwPd1SL3OJss5sv7hIpT4850birbo8CF/UmjR2MGaQgwVQRZknq9jl6vh3a7ncADDSKVlWp4RWMXzQFdryojyLbytGbKid3dXdy8eRMvvfQSms0mKpUKrly5gmazmQ5FJLvhoE1T/CtQUePOXbocQ8ojdR0xy2y9Xk+Ag3KN+urw8BDFYnEIoGiIRLvdTvEtSg4wmSkNt2hNvt3ygQco3L1D2p0BmqSnlEFpt9vpPB2iam73arVaaU8+Y0O45YquFE4KUpIsCk7cT6yZBRnI1uvdOSTrhRdewKuvvoqpqSl8/OMfx6VLlzA+Po79/f2hAw23t7fRbrcBID2bzA4pSo/wdvZEAUikdNS6VCXtwXCam+P4+DgtTnUFqXBTBkUnK91SPomd0vRt3C44WFeCHwdael+9R6QY+L2CM03MRio0l8thb28Pr7/+Op5//nm8+eab6PV6YSIoMiCcD6Tg3e9Pt1Cn00kJp27cuIEnnngCjz76aPJn93q9obwoOra5XC4Jf1qFHLcoTiNS7G4tRgrVlZR+7v3N5+s9fTz9fhTIaqlHz3GAEYEEZ1R0nntd3D0VgSG9v8f4RABO783vFUDqPSNmj5YtlR6zeC4uLqYEZ8z3EY2XWuHsV4ITxrHpGiM44Cnt6lJ04EEmQ9dxNE/YfnUn8fdaFHhH26I5N8j8EKBQnlMOM/1DLpdLMXLMFD4YDIaYV84d3+WnLtKsdil7QplBRofHpuzt7eH27dt47bXX8PLLL6eDTw8PD7G7u4utrS1cuXIFCwsLKYC3VqsNubfYZs4Rrg0fDwf6lMOU44w1IWNDZoRGM+vPc8/oauMZPRrAfHBwkAwnsnnMyL63t/cjc/N8oAEKMwrSqiiXy8jn80OnDCtA6ff7KTiVdD+PmT46Okod7OyJUvTA2cRKap1HAZZKQw4GA+zs7OCVV17Bq6++imKxiE996lO4evVqmhw7OztYW1vD2toa1tfXsb29naLY8/n8kBA5PT1NuQTcCtWFHgku/u8LUMGJ0uwUbmoFEXTRDaQsi1K1jL3QvnLBpguNwhQYPuPDi4IMDfyLfhO5d1RpcNE7e6LAYzC4s3V9Y2MDb731FlZXV7G/v4+pqSksLCwkoExLQoWZWjKqOFRwE6C8/vrrePHFFxNL9slPfjK5lzR4UN1n2l7d7pcF2CLFovOZv4nu4co1cit5/2q/67N0KyqFsTJsyvBFAlnv7+DEgUQWEIiAmc+R6Hp3XzlYchCVBcoduNA6L5fLCZjMzs5ifn4eCwsLuHTpEhYXF9OuitPT0xTzpK4h3scVPJWzygxa3ScnJ8nVSAvclY3+VgEx5YfOeXcJHR8fDwWNeh0UmKjccvnGGBYejso2a9IxZXDplmXddNu/MkE6b3TcdN54jJ66wykLj46O0Gw208m/IyMjya1TKBTQ6XTw8ssvY2NjA1evXk27jnjgrYIUjiv7jyCP9dWifUUw6nVkHMzGxgZarVYKO2DIBF1+mhuMepSbM05PTzExMTHkwahUKmg2m0k3faQZFAUo7ODBYHCG/uMOGPpvGTDU6/WGErOR5gKQAICeVuzBRy601DWgAVyM1M7lcuh0OnjzzTfx+uuvY2RkBJ/85Cfx4IMPolqt4vj4GLu7u+mk5du3b6cDDZnNdnR0NCl8nsmgvkbgrpD3mAwWV/RuHSgbpHk31HrhseWqvHlNFKBLgEIlr0LdBbr2bQRetM78TJW+3settCzFQKFOH7VuIWbf9nq9lFGRiaauXLmCJ598cuhsirGxMQwGgwQ8tE5uhfsC7vf7eOCBB3D16lV8//vfx6uvvoqvfe1rGBkZwSc+8YnEGNKFxG19ylKwTVlK3dmNCIC4NX4vkOMAQJ/rcSx6vYLhXC6X+izaxurzN4th8b8VsOouN29PVrsiJkXb4PM0qld0fwBnEobxfgpOCEoWFxfTa35+PiWjPDw8TFtB2+126j91vepOM2WoisXikNuHL93pogHmulZ0jVHeUPnzOx1bBeNkGLz/9BlZgI5toIzudDrJeKNxSQOTZ4ERvGhcmv4fzQOONQ2vyJBTg0t1Ad3we3t7ODw8RLVaHRq3XC6HdruN1dVVrK6uJnfL1atXE+NaqVRSW2iE6Dk+bjxkgWwHKWSDG41GCoFot9sJHNGdqCfJk23TzSZHR0cpZGJubi7t5tnc3MT+/n5ifX4YkPKBBiiaPp6KgdHgZFAIQNrtNi5dupSCY7mDhnECzEmiCc/0pF33h0YvLkiyJwQnTAZ3dHSU6Ptut4uHH34YDzzwQPI90npeW1sbmrik3iYnJ88EUWmAJYWdn98CnLVcXZA7ONHIclU8mnpdd8joNU7RcnG7ENaXFhV8vgXQrRlgODV6xAQoyOI9VGmqwFXa1o9Kp4VKurNarWJhYQFLS0tp9xgFAt1v3K2g4BY4m/48n797sBoTO9Fl+eKLL+Lpp59GsVjEww8/jEKhgJmZmQScFTRrm8jQeNu9qBBxYZ31XXQfZxh8reg48n4ahE3BfnJycub8kixB5+tPAQI/Z98rSIniZDgu+nsFG6qstD3aJ/obMhbONum1EWgjOJmensbCwgKWl5dx6dIlLC8vJ5ZOUxSsra3hzTffxM2bN7Gzs5PiNNRI0u24lFFkP5kDg/JOXZx+6KYaAd7P3IKsDA5fbCNlgwIDZ0bUJeVAW10yemjr/v7+0A5Gyhq2qVQqpXg9AJkyzue8ztkIcEZMjzIdvV4P5XI5Be7Ozc2lBHV097z++uu4efMmnnvuOXS7XVy9ehXVajXtUNUtxHqGT+Ra1PkH3AVyh4eHCczSlcTcYcxhwqzp3A3FfqWx7wCFbp7JyUnMzMxgfn4+7U6iVyILpN9v+VAAFGboY3AoJ60CEABDuUgUiAwGg7RNij5MolTdDquBSSwqiGl9q2tHU+nv7u7ixo0bWF9fx9TUFC5duoRyuZzoWQbF0rXTbDbTBKcwYdAaI9o18RCFJyeysj4ORhTpq2B39sQZFHVHEOlTkVBwqHCJ6EeyKQpE+HvWQUFHBC5cuUe5UBSceJsVuEU+Zc02yf7e29tLAAVASsJE1yJdWsrc6VHxag1GcRV6nhQDZYE7NO1rr72GZ555BhMTE1hZWUGtVhtSBGSxVKE6QD1PwZ9XXJE4q8XPeC1dAg5QHDzSHUogqOCadLw/05UIv1eFF7nxnPnUOkf94PNSr4nYU62T3lNL9L1augyIZeDh4uIiVlZW0mtxcTGxJjzT5ubNmym+4ebNm2k3G+up7mYyg7VaDfPz87h8+XI6pC/KkKxjo/3K9UPwrqBP5xzHV1krygZnLnRNeDC9jy+AIYDC5Jp0q1KOsH5Ml881mCXjnPnLKhxHBVBad+oP7lxiMCnTYJAF7/f7mJ+fT89644038PLLL+Pk5ARXrlxJGzkIUtRtRfaUfaTzyv9mPRSYMj6yXq8nwNHpdIZOgS6Xy0l/ao4aBst2Oh1MTU1hfHz8zAGCej7PD1M+0ACFu3joQsnn80P0ngIUTa7Fw6YYbMpTkBmb4oezUfGp1RMJGi50DYyl//fg4AAbGxu4desWer0eFhcXUavVEpJmhj8elLW1tZUipavVakqRTGXJHTRkaGg9cHFogKwvPF3o+u4KQwUQgQUViFpIkR/ZqVp9Fq+LBLizPG4lqEXF57IeUWCdU7kEPR4F7+3XmBOychqTVC6X0+fNZhO5XC4FVTNVNM8iUopW544yKnx2pVLB0dERAKRMjT/+4z+OdruNl156KVnDy8vLmJ+fH0pzroF/OhbqC3Y2g/2odXHWRH+nbJgqcQeNClK88F4eiK27Fwh8vS0KVJSVc4YimjusmypDZ0KUZfG5GIETfabPY95H6xAxQQRr6tZZWFjAysoKrl27hqtXr2JxcRHVahXAnXNr3nrrLbz++ut45ZVX8NZbb6XARLJwg8EgyQCCZtanXC7j6OgoMSw820YZD5UDunbYFnenKrvk68/dWGyzu3dU6es93IXCe9FIYy4r7nRjnemiotFKJsJjw9g+yoRo9yDbyfaroeY7pBiYSj3E9ceQgsFgkOQCANRqNaysrCRD5OWXX0a/38fKyspQ8KrmquFuG2VQdQ37vAcwZHQPBneChSuVCur1OtbW1kIWZX9/H5VKBZubm+mYAm45pvuKbMzs7GzK5E6weHx8nGkc3U952wDlj/7oj/BP/+k/xTPPPIPV1VX8t//23/DzP//zQ53ym7/5m/h3/+7fodVq4U/+yT+Jf/Nv/g0efvjhdE2z2cSv//qv43/8j/+BfD6PX/zFX8S/+Bf/Im3Lut+iuUZ0C6ZHeTOIUfNJUMkzvoMBspEyVqs8EjBchLq1WBN40Rd569Yt7O3tpfOCCIa63W46bZmvTqeTtssR6LBdzHlBcKZp7uleUKsdOOvuiISvBlKp4lDWgQvR3TtuCSmL4sqAz9Trgbv0uoMpfqdWFdulSk7jXyJApv+7y0X90uqvHwwGKciO7AktVJ4iTeuRwkkP9fMtni7slAEYGRlJbiQKSjIpn/70p/HHf/zHeO6559IcJuWv8TIaD8S26inXWc93RaHzgn9HjBjryb6P+tjHkn97/An7kJa/Myg+l3zesNCd489ywOIsjN6DReenzhX9nQIe/n0eQHGDgbKDJ/DOz89jeXkZV69exdWrVxPTenJygrW1Nbzyyiv4/ve/jzfffBMHBweYmJjAlStXkpuRLhVXoprXhLsFW63WUNscnOic4n3ZHva1KyA33tyA8Zg5Bzzazz53fFw0hwtlnstjujb4PeWyyzmVlZFS1fEmg6MAhX3c7XbR7/dTbJCGCVCOHx4eYjAYDIHEpaUl7O3t4caNG3j11VcxOjqKxcXFoRxJ3BLM2BANhtd6KpCLdBrBGBm17e3tlKmcLAqfxRgUAhS+GN9TrVZRKBQwNTU1tJuH/fzD7OZ52wBlf38fn/rUp/DX/tpfwy/8wi+c+f6f/JN/gt/5nd/Bf/yP/xEPPPAAfuM3fgM/+7M/i+effz4FoP6Vv/JXsLq6iv/1v/4XTk5O8Ku/+qv4tV/7Nfz+7//+26oLGRQyCO7i4MQ9ODhIEdK8lllmO51OosyLxWIaPO5YiQIN3SLTxUBGQxkdBlU2m00UCgUsLS2lwwxZD8Y18GCmXq83lICJA00rHsAQS0MgpFt7OQnpzlIl7ZajKwy1MkgTav4CBzNOnStI8f7zftTFpRaxKiIFH5zwboFT+EZK1l/qy6bAdsEJIH3PubS3t4der5f6pt1uI5e7GwBIIahKQYNlHTCqWy2fzydwpcxPtVrFww8/jIODAzz77LP47ne/m9x6S0tLCexqXyjYor9Yg70jKtuVrgppHZdIcXDdsT3s+3utHbXMeQ8FLVo3BRQRwPXPCK451g5y9Dc6V9SaP49N4ue+6yTqJ+0PtpX3pIVcrVYTVX7p0iVcvnw5nRl2cHCAGzdu4Dvf+Q6+9a1vpXwaDz30EC5fvoyZmZnkcvXdT7p2mD+J9Hu73U7rWfMTce7ovKLBwzZFjFYW6+AAReNa1DUbjYvPRwWMBApkvAlAFPgxcSflOQGttk3Bl883B7LsV3W7aB06nQ5OTk5Suoi9vb2UOn50dDRdByAl3WOCt8uXL2Nvbw9bW1u4fv06xsbG0Gg0zoQPMEYky43vc4zjpXmxgLupOqrVagIp3GXE3UQ8xXhjY2NouzEBDXfzsC1qVGeBvfstbxug/NzP/Rx+7ud+LvxuMBjgt3/7t/EP/sE/wF/8i38RAPD//X//H+bn5/Hf//t/xy/90i/hhRdewB/+4R/im9/8Jp566ikAwL/8l/8Sf/7P/3n8s3/2z7C0tHTfddFTKjVASiOdmUpZz6sgcGDEO1NFE93qIFJIuSXEQmuPzAndTYyHYTbbzc1NDAYDLCwsJD+yRqEzAImIm5HUpPjIjhCNkw7m82hNaEp+KlIVBo60+Z6lMCmoNf6EQkAj4lX5K0BxV4ArKlcC/J1T8VTeTh8rSHLWhuOTxRip4HEam3XkPTlfGH9CBcp5x8Wv2wIVoCizwzq4gKT/XOcVY2Hq9To++clPYjAY4Dvf+Q6+8Y1voNfr4cknn8Ty8jLq9frQnGTfEMAzYFzBqytLnRP6uYMTWpvsO46VZgc+r+jv3I2j8Qk0OCJLVq3vqGidVWC7lRwpQr7r/NPPIoDkyllB0XnsgsYFMCvn0tJSYseoiF577TV89atfxXe/+10cHh7i2rVreOyxx7CyspIUnLNnOr6cy5Q5dCnv7Oxgd3f3DOiIGAbeK1rHbq0766R9pW4VfqbBsQ4MnGmJDBpnB1h/AhQGbRJkafvIEimA1ZePnxpMuvOJDDePSCHroPEYTHt/cHAAAOmkZgApp8jly5fR6XSwsbGRtk/zPCG6XjQ+UvtOZR8wfKgj+4t9RdnMPDt023S73QR2+Sxm5WU4goIuxozRPamJAwlsf9DyI41BeeONN7C2tobPfe5z6bNarYbPfOYz+OpXv4pf+qVfwle/+lXU6/UETgDgc5/7HPL5PL7+9a/jL/2lv3TfzyMg0FTGimrZsQQxVPYAktuFgUKTk5NDgV468MDZ3QdcjNGZLWQsCE7osuEAFgqFBDiYBIfBR51OB4PB4EwMC8HO/v4++v3+UG4VWvAaQEWErsUFrLt7stgM1lUXhe4IoNJiX3FRs4+UXvdnse66qPRvF2A6JlTijL/QGBR+rwBKn6uKSgWmPpPP8S3nANK4cPs4BYRacnQN+a4mPlcZIApSlpGREWxvbw9teZ6bm8MTTzyBfD6PZ599Fl/96ldxeHiIn/iJn8Dy8jLK5TLm5uaSANbEUTygjS5PDaJWkOZA1kGi+usVbJ0HKFzA6/V+Hd2HDkB83JwB1Hsr6+YsDC34KKZCQZgCGFVUkeL1ee3t0Wu0fxVEkj3hrrCFhYWUeuD69ev46le/im9961sYHR3FU089hY997GNYXFxMisQBkfYL26ntojyhRXx4eJjmo/6OoEcZPgUpDiayxj3qf+0jd4ECd+WAGz4KWvwelNuUS1xbBNCaY8d360WKPpKH7L9cLndme/bR0dEQ46TGLtcymSy+CFTz+TuB8twRw909HF8qfbr71H2sO03ZZzpurLsammwDtzQz5qTdbic9xTPIGMfZbDaTodZut5MxDNwhDGq1Wkr7obmgIrlwP+VHClDW1tYAAPPz80Ofz8/Pp+/W1tYwNzc3XInRUTQajXSNF6XEACQrVo8Zz+fzQ+BEA4LoeiEtzmv29/dRrVZTDhXg7rYs3X8eWUAU1sw1wJ02BEvcNsxTIEdHR1OkubaJW6BJmzFoV5kYBQjc018qlVJkPr+nX5IBWC6EVcDqd1kWLyeW9ocuKFfs7D9lHlTxaf/x/ny+u2ZY+DsdFwoSWgZU7goAPNgxUlS8zne/KGME3A08JuAYDAYpEA7AUPyPutnUotOtj2wXn0tw5UwG55eyacvLy6m93/zmN/H000/j6OgoMSnFYhEzMzNJ8BCglEoltFqtRNvrgW18ls4TKjnWxVkLZTsUNCgw9TWjbg+NS+D3Hvzsv9f6ab2cDdO5qPXWZyv1rGtDr/H7OY2e1S/aF87YaOH48owupq9fWFjA1NQUgDvy8tlnn8Wzzz6LsbEx/MRP/AQ+/vGPY3Z2Nq19PYdK2Rx3r7A+BNyUj1RKABIYdiCpfRY9Q/tEi7I4OmdUcXrsmPe73otjFH2uLArrqjFlClC4DghSyGiwPpEypVwjuFSAom4eAj3GkgFIAfTal73enVT8IyMjQ4Gpk5OTmJubw9bWFm7dupU2QxAwcG67vlN95cyhymV1RROs0c3DnGHcQjw2NpZiZEqlEra2thIzpGeNMbCdByXWarWhOBRl9N5O+UDs4vnyl7+ML33pS2c+1228wLB7RwEKDxAkXa7XLS4uprwonNy6CyaarFy4zBWg+QZoUdO/u7m5iWazmbbzDQaDpOzVgqE/D0ACMlQaujuEgVYa56Jb7jT7oIMDp/84OYFhtiEKYlOAoocDqtXtcSKu5JxydmXl9VNLTilqBykKliL2RAWaWkaR20nbwOeqpUIBwP5wS46C0q0aj1PgHOH4+TzL5/Mp5mV7ezsB4GKxiKWlpcTcfeMb38Czzz6LTqeDp556CisrKygUCpidnU0CT12BBFUKxCj0tW/USs1SOq7gHXDws0jhRLS53ydiLVRBRp+pYtW/9To+M3qujqf/7+DEgY4qT53vETtFa5nCn0cZMJfE+Pg4dnZ28Nxzz+Hpp58GADz11FN44oknMDs7i8FgkBSFunSj9aNAaTC4GyzJ4HwGPA4GA1QqFQwGg+Ty0PXpgDBikyIGStcFFZnLJQJ0Z+Yc7Poc8ntQNjAORdlJXY/8zuUY10DE+PI5WhQUUe/Q6CAAyOXung3Hdctn7u/vY2dnJxnb/JxbwXlg7NbWFhqNRgINwNnEmRrMr3Nb6+3yiePBeJOxsbGh2BLdlcoYTgUonH/Hx8dpa7K7eRju8IOUHylAWVhYAACsr69jcXExfb6+vo5Pf/rT6ZqNjY2h352enqLZbKbfe/niF7+IL3zhC+n/vb09XL58OXWex58oomW8BtkTUpgcSN0FwwmlFq8uShalDjX2hM/gxNEcLLrThlvPeAYQ6bKTk5OEpFlXgg91L3hiNiJiB1VO90aTVRejxi6Q9gQw9Ixer5eUnfq8Pf5C+473YFGGJYtd0f/V6lABG1G1FP4a3xBZywDOjK1bc8reqDI/PT1NQblRgJ3fi+PhLJEKxIhBUhZF3Yc84vxTn/oUxsbG8LWvfS0leXrqqadw7dq1lMqagkW34nN+EnRxPFjv8ywd9q8CP1WMblFzzPT3/nKh76yFvvMebklnWfIa66DzTMGPzi/tA2fWdEwc3AJnDx1014reh4qKAIU7IHhSdrfbxauvvoqvf/3raLVaePLJJ/HpT38aS0tLGAzuHJexubmJ7e3t5LLzeC4Wjq32OeVKp9PB7u4udnZ20vVU7t6XUV9ngTYaOmyzriumTPD5H4F4Z4H0b5VrnNMacEugQICi6ddzuVz6znciOvPsbdW5oCCBLw0VUDBA5obPJGvf6XSwvb2dvAEEAgsLCzg4OMCbb76J7e3ttA24XC4n2a87B2mcqsHjslPXPl8ETGRbGZJweHiYYjP1VHV38zC7NsMomB9K3Tw/6HbjHylAeeCBB7CwsICvfOUrCZDs7e3h61//Ov7m3/ybAIDPfvazaLVaeOaZZ/Dkk08CAP7P//k/6Pf7+MxnPhPel3kevOhgA8MBQAQpjDDWPf0AksL1NNB0afgAs1BAUSlq7AkHmvdnOuLp6emhVPy6n50DzSOqdcsoJ5W6dwaDwRDQ8uBVjc9wxiJSxjp52T4NHFMFQYXMOqrCY3t1kaj15MKGdWddvailyXFTfyYXvvqatb7KBHkQr9bBrUwVKpwT6pN2H64LUxfeDj7UktXxcaCiQEHbwvpMTU2hVqvh8ccfx8jICP74j/8Yb7zxRppXjz76aEqaxBgsMo0UqDpfdLuiW8raRp0nXvfI2ta2RJYwf6NCX5Wd9lUWeHKmgyVitziG+iwHEL1eL62vCHQ4K+dKmp95O/h8Uvq0TBl/Qquz3+/j9u3b+O53v4vbt2/jwQcfxFNPPYXLly9jfHw8naK9trZ2BqBErJPPO11/3BW4v7+frGnGvkUGQ9RWB2lqFLDduunAAaEzLFp3vY+zYXyn4vVgdN2NNDY2lk4WV7mjgcDR/R3waT+qPFD3Lg1RrRO/o0FLcDQxMYFOp4Nms5kYUsYlzczMALizNre3t7GxsZHyjFAfemoDTy8RGRIKqrju+cxyuYz19fWU3I76U1PgczePn81DHcezeRjb+cNsN37bAKXT6eDVV19N/7/xxhv49re/jUajgZWVFfytv/W38I//8T9Oadx/4zd+A0tLSylXyuOPP44/9+f+HP7G3/gb+Lf/9t/i5OQEn//85/FLv/RLb2sHD4CkqJU+1QHgQEUp2alkVNk71ZgldH1bsb6IFjkhJyYmhk5aBu4e4ESGhdvFNCCSgVHKoNClQNqM7Y0CHl1BuHDnomb71NVDhajPYH9QsBIZA3fZE801oFRtxESxHyOgwOdFFpmOk7JcFEZRkCxBl1q+ET3tIEXZHbaDQodBwe7K8ntFfZ91nTI16irTvtT5wN0bjzzyCMbHx/H000+ngMpWq4WPfexjuHz5Mmq1GmZnZ88wjVQaCjAUlPv8UcXuCtqZH2fFdB15f7li8L7U+QfgzLxx8KJgivNc17bXR6/VNe8KlPPM5U3kVnEFqutNZQcTMdbrddRqtUSxv/baa3jllVfQaDTw5JNP4urVqygWi2lXyPr6OtbX17Gzs5MAisdxaD3cAKEs5BygMuK7si7aBxGQ9Gd4cYCv61ANDneFav2j+0cyg2PMOUDDRcMAnA3TrfnuotN6RIDNY0HI2vNZXLvURzTgqLi5q5TjSraTYIHMPhN9zs3NJeVfqVTSPbk5gvmXHIQDd+Qh54juMiQwJXszPj6OTqeTdh5R1msYA5k3zSpLHUb2lmkyJiYm0r3ecQbl6aefxs/8zM+k/+l6+ZVf+RX83u/9Hv7e3/t72N/fx6/92q+h1Wrhp37qp/CHf/iHKTgUAP7Tf/pP+PznP48/82f+DPL5O4nafud3fuftVmUoAAo4u+WM/kCl8HQiK2gBECoHtYL4zklPIcMgRAYw9fv9RCfWarV0yiMnGxUMJxO3mhGcKIOiMTW8xl0rqmiAs8GD/FsVkf4fKXXtUz4jn8+fAVC0jpQ98Yh8Xez+d6Qk+LvIEnPXiTNdUTCqMjAEMa5UgWEhTHbG3Tf8ju6kqDgwiRgstcy13e5mVFcM545SurOzswmklMtlPPfcc3jxxRfx7W9/GxsbG/jxH/9xPP7445ibm0vBswQ5Ola6FTACE/wdhbIDkohR0GvVkMgKQvSi480XMJz23EG397OC5Ijp0r7n99EuE1rkUUB1tO68Tnw+mVdao8zkSWvz5OQEt2/fxvPPP4/Dw0M89dRTeOihh9J2TzIn6+vr2NraQqvVGkp7zheLg2yyv1Q02j+aOj0C8NoeAOHadbeWgjNlNrJcPApmovWh8kuBrspuNRpoTFJm6r3VePGtzzp3FGxmgWfKQMpHZ/S4tj2jLa8ni8JNG4w5Y7bxvb09PP/887h+/TpmZ2eT4uc29Ha7jUqlkuJHNIcXWSvWQ/UjDUrGcnJOMr6EGXp1O3y5XD4DUMi48BqevK5uHhIGbwekvG2A8qf+1J869wG5XA6/9Vu/hd/6rd/KvKbRaLztpGxRcYARUfCR5U3BTBcFgFAhKNWr7eOk18x+BChkD7h7aGZmJiWBoxBQ1Esgw/vp7h3Wi5Mpl7vrAlK6X9kE1hHAGUHCz3RhKzDRgDL2i1oH+Xw+dKu59eBWjBZ1d0RuKFcGKoD4G1VYriAUtLhlq8wQv3MF5dSsU76cQ+eBExey3udupXldVLB4gK5ba6enpym3zoMPPpi2qn7729/Gm2++mYTVE088gYWFBczOziZLmSCHf3POuSBWRaTtigS3W7UKRCOl79f6mOh4cPw94NSBrYMWVZo+Vj4+zpipss7a7aV9EYFeXYcee1Kv15O/PpfLYWdnBy+99BJu376NxcVFPProo2g0Guj1etje3sbq6irW1tZS/AkVEuWKrj13R1EZ091H+afgUWVFVlFDg32hnztQU4bE5wIwzLA4sFf3n4+r96/KEH2WMugeE6YygX3lrGUEhnW8Pf6F8pxzhgCIslJjZAhWR0ZG0O120Wq1UrKzXu9OvN/09DSuXLmSDpG9fv06pqamMD09PRRoTVBDl0sWm+bxgrxOt7yvr68PsfvsQzLoTEDH1Pe7u7spKzvdPNzNQ4Bzr3kVlQ/ELp6s4gmEHJzQCubkUjqONFzWbyPBo5a6+uwqlQpqtVpCwrT0GJnPJDtkSnTHDQNfGceiaF99l8fHd08oJUAgGlbGR4W91lfpVEexVN7qFx0bG0v9RfpQDxSjgOFkV3ByHlhyZaRFBYIrA9ZZGQ23tEhZK00cWXsRY8N6uVWsvyWgUivOiwrXyGrXemj/62/YF2rNZgFo7edGo4GlpaVEsT799NP47ne/i2984xsp0HZmZgZzc3MpQSDzonQ6nSHLlnVwSh4YBovaBmcmImUUgQrt66wxUSDtDIWDwYjBiH4TWXP6XAIytbb19+x/VWB+Tx1/rjEClFqtloT4+Pg4ut1uOjBubGwMjz32GC5duoSRkRHs7e1hbW0Na2tr2NjYwPb2NlqtVkqWFbl53TXK+cvcSZSfJyd3To+mIuLn7tLTsfR1pGvFn6tyKmLbfAz5ufafyjOfYxEoZtF4QbaVa8d3+lDuakZqj4HRurFoHIpu9dVEcMybpIZFLpcbMkyZKI05i5hAlAGz165dw9bWFt58800sLCwMAU0y+brpw+Nt2Aay3qpb6Obh3OQOIx6TwbbwWfl8/swJx9z5MzY2lo6PIUD5Qbcbf+ABSsSeUJCTAeH3aoFqIBG/01dkYbNwZ4VaQbVaLQ0qE5mRVufZPwDOUPQEUVwgGlCkk6jX66VgJc2PomhYFbMuVLeGVSlQoHDy6f3VpdDv94fAi050WvQaqEvB7X0YKQVnFvQzByAq4Bwg6OSPQFhWcYWo7xSABLr+8jqxzk77R/Xjbxjr40XroEpRg92cSeJZGBxHAPjmN7+JZ555JsWslEolzM7OpqMVGOi2v78/BGL5DCpXjrn2m7YlAm1a9yx63BW6W9OudFiHLJYqYnSisc4CyTp39R4RqHIXireFRRlKbums1WopiPn4+Bibm5t4/vnn0W638cgjj+Chhx5KO3o2NjawsbGR0hZo4j3dZqx1pvHG56txRUuY61wTTmr8m4N8ZT35HJcvVMrqdiVIcaCjfe7gJMsIiACg/tbZD9ZndPTuQbDHx8cpJovjQtnmSS4dZGo/s39UtyhDonJVZSrvwdiOUqmEnZ2dpPT39vZSLhG6Xi5fvoxbt25hdXUVN2/eTACXTAwZfbLwNH69z6gnNX8K1zkNbx5GSGaOc4UMOrNTa2ZZ6j7KGCZsYxvY/rdTPtAAJbL2FKBwQUTuEjISwNktoS4YXfiRyaCPkEiX1Dmz1y4sLGB6enpI2PMavvr9frjLSJkWHj6l7h0u/CjgkXVUABYtdPaNIn1lSFgHAi76KdW9pOyJMigs51mrLJE15oBBQYnS/PxM6VlXaFlxLlqnCKSoJeoK2C3J89qoSprP4m+c4eJ4uUL2OjvgVhcbT769du0ajo+Psb29jddeew3f+c53MDMzk45yp594e3t7aOt4t9s9U38dTx0Pd6Nl9acDu4j1YB9EMSoODBQEah0dLEYMXhZA1vH0e/rzI+s9eh6LKqtyuZwCY3lAarPZxMsvv4zbt29jfn4+uXaOj4+xs7OTgmLp1iHzxWR7uub4fAUTriwZ8JjL5VKSMq5xNVA09sdZxAh4Up7Q2FLWrd/vDwGXqNzLuubzov5191DUdvYbz8Uha0IFz80I6lbUtnPMFbzxuZGBq+CHwaJkLehi0rxWPIaAIIXKvVAooF6v48qVK9jZ2cHa2hpmZmaG2CGCTrIoTKAWzX2VHZTbHD/qNrInCsYV3DLzObcak8nT7dKVSiXpjftxH3r5QAMUV+g6UWjNq7XvwYGa3p4oWCeXFrc+yJ7wVSgUsLOzg62tLezu7uLKlSuYm5tDpVJJW/n6/eHTN4km3f9LsKUBsgCGzmZhmzUaW/30ykDw5UJc6VgFKXQf9Xq9xPLoxHf2RnOwEOS5IMuyaIFh5aGfuaCJWCGOPyllZRTOAxhZDEvk5lFgqvWM3A36XD47qw94Pe+l9XKAwvtwzug890ySFMjlchkPPPAAfvInfxI7OzvJfcA5ywymBNiTk5MpnoH1Vd+xgwIFFxHwi0Cg0/F88TkE1m61O3ujc9pZE/ax92OW8nOwodcqaHK54NcrePHrqIgoN9jn3P5648YNvPbaaxgbG8O1a9fSkQU7OztYXV3F6uoqNjc3k1uHii4CJ5wv2oe685CBjqVSaUguMHCXGxooEyMWi8/RflAZqcpfgyP5HfvEjZn7GavoM123bmwCd/PO0F3Grb6lUikBFCpe34Kvc0FlgH6vLlgdE2XOCEB0MwH7g3ND4zro3mE8y+joaMoxsrGxgdu3byemIpcbdhfxgEk1GL1/nZEFkOpRLpeHwiA4tpxDxWIRGxsbCewRLB8fH2MwGCTWhwG/mm9GGah7lQ80QPFMpt7h3CLFSUVFznwilUolMRH8XgWf7o3n/zqAFPTcvbO7u4u1tTUcHh4mqp0ZDBVwqGDRLW6qCFTxMA6ANBmVWRRzwxJRqJF7gvfjQlJ2hsG8yt4QrSsb5QAlUv5OAyvo4DVeVLG78FEXFXAX3WvAmronVNHxef7sCBSpcMqyzrW+Wggq3PqK5qs+wxWf/47Ck2Me0bTc7VWtVvHQQw9hY2MD3/3ud/Haa69hZmYGV69exejo6JCLkjQtrfIs5iliCbJAifetjrsDHg0m1PHV3RX3ArteX62fX6Ofa329rbouI+YkS4HrPGBwKjP7Um6cnJxgc3MTr7zySnLtzM/PI5/PJ4Pn9u3b2NjYwM7OToo5iZiT6PmsK2WX1oE7g6hQmFuHStrBuo+pjiswnK/Ht/XzOjWEKEd8HCNA62xWVAdnMmig0mije4I7UJhZmcxhsVgccr9rbiA38HyeUWZr8CnltubMyuVyQ4YnM49T8Y+OjqLb7Q7lReE1rGutVsNbb72F27dvJx3DQFTdVUqXixpOWUaguqQ4R5hdWI08bcvo6Gg6o6zb7SbQTL3GHD8EvT9IoOwHGqB4DpPIJ68sCxUujxgnvUq6TVkIV0Y6OJwEetrw4eEhNjc3sb6+nrJC0u2jwbmaKyTLAlRmhNYHgYMKao8cV+GvC98VhipbZ1CUumedASTK1ndEKUByIe3KjIIiS2mdV1yhO0hh/QAMJStiO1VgOlCJmBXvs4iFiep3nqLSwnuq5a1gyuuggl4VuAofAGnrIi2ver2OqakpPProo8lV8OKLL2JsbAxTU1PpsMxGo5GUn+4AiJR5xAQ5mxSxEfzcQQEwrNwODg7SPaO5qcyU96k+N1pf0VhH7jl+7rFFrKt+pmOkv2f/KW1O9oRGzd7eHq5fv461tTVMTU1hcXERY2NjaLfbQ66dzc3NoR07KquiPtf+yHIvTU5OprnD3SL1en2I9XA2Imu98lk6jlGgu3/nrKTf20GKrg2/TuurLDp/T2DELbR6/IOyKGSpCd58HWp7dS45683dPBq7kc/nh7YbK+NJNxMztO7s7Ayd78Yzkqhzms0m1tfXU+I2/p7s2OTk5JkEflkAm22iccMt6GRs2Ue6kaJQKAwdUEvZcXx8PBQIrufyKKFwP+UDDVDUz0nl5X5ABSjHx3dPDz48PES1WkWv10uTieBB41AcPTo44aRpt9tYXV1NCbK40HUrpzIn6o7xwDE+WwGKCmVVUveybrIUBTAcOKfb7AaDwZD7RoVKZP27xakMiT8zqk9kkWcpE42Y5xi7UIy+i8CJPlPfzwNzDm7UNcOxc5Dj7ghgWMnpvTiXowUcKVH3kxNA68GU3O7+4IMPYnd3N+0Sefjhh9NppY1GYyi2QXPv8N73wyhk1dmvicac46SB1rQco50lLui0H3wuaZxPBFCcNeOzfS7oGDh41HpoDIInZSuVSgmIra+v49atWwCQYodOT0/RarVSYCy3dOoBjxoboO10i5eggQwBGbOpqSmMjY1hf38fg8EA1Wo1sb4nJ3cOOnVG+jyDwgGg7/wCkFzF6kp2Q0rvpf3pBkX0fO17ZXSVAScgodWv1r2zAy7H3GiN+p6yiSCS99IUDmQaDg8Phw7UI4tCQ4EBqAQpABKbPTU1lXZztdvtBFLI7pfL5aFzctTNk2Vg+Xyli1/ZFT3TbmxsbMgrwDozH8rExETyMmgcytspH2iAEjEovhvH3RYEKEztrGjWqT21mDiB6OOjEqBC3NrawubmJiqVChYWFjA5OYl+v38mDbGzHa4AgbtoXJkCtwydstPvI0vO/+f1aqWqgtS4FgoVdy1l+aezFkCW9ay/c1CgSsFBCvtIAQoXDceQoMqFpven95v2JRWju2m0rew3bZvXW/shartaZwpeVYlSWChQHAwGCUi2Wq0ETpiunJH+c3NzuHTpEr7//e/jhRdewOjoKC5fvjy0LZDBedw5xrmq6yECAJFS0feoztpH3tcatEcF67sAfG6f169ZcUhaf2emsu6v80Xv623J5/Npx47nhej3+2i1Wrhx4wb29vZSjpp8Pp/OZtna2kq7rNSt44kZvc+1zVwXhUIhgRMyJQrQ+Hm5XMb+/v5Qf0RrPAIqvm5dDilb4G7taNy8bb7momt1rmo8XBQL4ieUc56pCyoC5vocrZeyKHxxJ6kGl2qgLI8PUYae7A3dJsyXxboVCoWU/JO7fk5OThKQUTcPz8lRt7f3q7aF9SBrw0BZYDinC1+MO9G8XgcHBykLLncEafLRjwyDotYxgPsCKDyrhPSd0nIOUKgciL71+Hru7R4M7pwqSvbk8uXLmJ6eTsBFA4g0Qjyy8Pi3KuKIZVBrnd/dy0KNwIEKFC4i9qNa0OxDVTAKTljU8owsHa/3eQLOBb8rRwo8FRKsp4IXLgrfJuzCVu/jSlWFrgPBLGDobfJ7uHXulj3nn97zPD+yui/VHUfwUq1WMT4+jsXFRWxubuL69et46aWXMDo6ipmZmRTUxhcFE4EK56Mrnghc30uxaz8r2AbuUsmeaFFZMG+7Pyfq96h/OWY+tq74o/vzt7ouFPzTWic7NTc3h9nZWUxNTaXdHLdv38bt27cxOjqKubm5FJNCep8HiepW4gicRLJEQbsG5/LMn2q1OpSBllQ8lbf3kxsPOo7eRxEQpDGoY5nFhnhfR0ZNFlhR+UQ5wLVAcEIWQ89rozGjMSka1On1idYhcPaEYW5n1p1C+Xx+KM2EMhRkcAhe9D7UZ2RQFhYWcOPGDTSbzXTuGwGKng/HZ3Fzg/Ybx0blH904jMnRgF9lotk3yrarF4JuKY1d/EgxKLoQdTePBoyqawK4q3wpRHK5u6m/ORHoVmFn6vYqomBmYdT00wCwtLSUouPJnOgZCe47jhSYtu88y59FhXDEZkS/cWEaxZ9w95B+79a8K1m9Nz/352rd9LMIoChY0D5R5aZMF3MdaB+rBaV1dIUUgRdnS7xe+u6LPxLq2g/OiKii0/5Va1i/18VOWrvb7Q5ZqcDd4HCyf4uLi2g2m9jY2EiB4hTKpIh5sNpgMEhzVpWKWpVR2xzkaT+zbygcNaCZQloP+nQ2QNsfgRQHfw4KKSMGg+EU/GqQeFui+6nA1fGnEimVSpiamsLs7CwWFxcxPz+PSqWC09NTtNtt3LhxA7u7u3j44YdRrVYBAN1uNyW+4vZNKhgFKOzbCORrf6nbgkGLTD/OU4xzuRyq1SoqlcqQolWl5fMvmueRPOa91OXuYDGruFHlbIXOQ71G2XT+XhlWyn32pbKtCuo0PX7WfPA2cG7p7kYy0LqdWI8GcRdKoVBAt9tNLhbfpTk2NoZarYb5+Xmsrq6mBG9zc3NJR9GIJnPBee6GnoYK0FCgPCgWi2cOWPT1rvpW60nmim1yPXy/5QMNUDg5lZrL5e4GcEbBWozr4ASkUuekUvcAcDdw0dEg/acHBwdYW1vD1tZWSj9MN4NuwSL9pYjdrYBIGXJnSmRFuoWvAMMFKkukPP0+OuEUyKlSUQHAPtJJr5Pfn+31cCARuXaiNmpANHAXSO7v7w/tKNIxdOuf80gFXha7onX0z6N4AFfgWUAoYh/Yz+6iIqB2gQ0gCTT2hTOL9Xo9uXNmZ2ext7eHW7duYWJiAjMzMxgMBkNuTLXwFJBoW/xzVShZwIufq3Djlst8/o4rtd1uJ0HnYEjb7QorSwBmASnf5q1KOAKKvt7YDip0DaSvVqtoNBqYn5/HwsICZmZmMDIygs3NTWxtbeHg4AAzMzOYn59HoVBIsR8KUCLXDuvrClzbqYDOzw3jbpJOp4P19fVkkdPa1gBTnaPaN96XKocpizn3qLhUHnMOZcX/ROtE33UeaB3dcPHtvmrsOdvO9eU7jdTNqXNH/9Z5qG32rf/UIZoEjfOGc4fGAsdAk8vRdcug5pmZGWxsbKDZbOLo6CgF/nINE6SQMVLZ7B4H9pn2g4OjCPDr/RToOGg9z8jOKh9ogKKWs9LawJ2J4h3Dz09PT4ey2wHDKdtVMOpgEd0yMPfo6AjNZhO3b9/GwcFBSoA1GAyGgoYYeKhxKHpvBya53F2aTQGKDjYHX3+jVgsXfqQoFQiov5hgTVG1TjIFIBpI7ArMQUTEtvi7Pwe4ewCYsh+sgwpR5gmgcuv3+0Nbb1VY+3xw0KQKWJ/vTJH75714X/CeLmQjV5aCHp8rKoT1Wbxn1u4wfkd2j8JrfX09rRvmK2CMFecrd3JF8zSruFtF66LsB4U5wTDXsu4Oc7dOBFq8nyOr1/ud/1M5RYDKAasXnQNct7Rg6/U6ZmdnMTs7m3b18VC4nZ0d1Go1XL58GTMzM4n2Z+pwyg0yrw64vf/PMzgUpNDF0ev1sLu7i/X1dTz++OPpMFOyyR6Hp+uT4+cMC5+jOS/UVaGWtDJZKh/4ucu3CBRx/KLPOE9c7mgche/2IahSBmV0dDQpdp0/Dsh9frrBS/DNcQAwFMwfATyGBfgGCxoS9Xod8/PzePPNN7G5uYl2u51OxGbsR6lUQrvdTukuvM8dpJ2eng6NJ5l0N9ojgOKAXuXA23XtsHygAYrGirgColBXWk8pYVJtnKicpFFsBRWfRjAPBgN0u11sbm5ibW0No6OjqNVqGB0dxdHRUcqwR2Ciwt6tIH0OX1zo4+PjZ2JpCER8Eauiy9rdo0pRlYjWQ4WuX6OTUCejCzKdxLRSfZHzb46V/k5BUvR8Rf/OoFDYa5S8z4PIAtQ66TOUGmV/6zxR4aq/13Hlu17nC90Xtz7HLXhX/LyvuktUGLNPVVjSYn7rrbfSIV8aZ0UF6cLlPKXNz3Udet+5MlKrS3+rsRYOHt2y93vrPNS5p/PPQVLksvH1o+CRf3Ot6bkoTENOK7dSqaDX62FjYwPXr1/HyckJrly5gkuXLiXKnwH8Ck40aZjPAx2DyBDh56r4CEaPj49TMDQTggEYspgjGeLyQ4OZacBRrrJvqKT5na4hZWL1pYaKjtV5cy7LwOAaZt8pQNFcTppnyuVFlhHiwFfnDgGA7kjjvXO53NC4smj9yNAzTEDdNmTEZmdnUa/X0Wq1sL29jdnZ2WR8aEI+DZbVokG9mvcll8ulPoq8Cln6wOVbpGveTvlAAxRftB6AxQ5R8ML/GUtClOj7/YFhFxInLIV7r9dDp9NJ2R0vXbqUdu50u90EUFzYODjhgHEAWf/BYDCkTLOCy1xosKiV75OG7/rMaHHporofek6DyRw4uVJzxaqfaVHgogpBF45awBpdTh8vBYJGn3MMvUQASE8mVdDlFiZ/r/dQweXtc0Dj91NLUEGc/tbrzc9PT09T5L/udiM4B5AShq2urqLRaKRdJpr9mIcIAsMA09kFBSORAOM1Dqq9z3W+awChz0MWfu9F14ODRx2LaDwdjPj/akWz7hoEySMwGo0GZmZm0mGhm5ubePnll7G+vo6rV6/i6tWrqFaryTpmf5Nx9WRh0dzxtvj48Huuc5VfBwcHCagytkd3e2h7sxQPn0uAwhfXilrsTIFOBjrreb5W9D0LpEQGhm+W4G8py/X8ML60fSov2H6fN1l1clZBQbGy0Vm7MSnre73e0G6eycnJIbfQ1NQUlpeX8cILL2BtbS3pIea8YTqMycnJoQSMziCqC5HjQz2kZ71FbeB9nNn8QUGJlh+Md3mfFEXJLgT5cn8iPyfK5CmTfh/g7MJWF9Lp6Z0tyzs7Ozg6OkKlUknUdLfbTZYQWRQNiFLw5ICBC531Bu4KRA9k5XdaVGC4cs+ibD3IWMGa3zerqKDnZL6XMFFlpW1RpafA0i0TLiy1tEnP+o4sDX5Tq8gZCy403l+tet5DlbEudgddygI5WPSF7ULalU50H2eydA1QsNACI1DWHWylUgnz8/OYmJhIZ7wASAwAc3ZQqXk9vJ1ZCl3H7rz2KcDR8dH56u4LByH+zGgsPABUY9i4ZrJYNi3KMuoZN7VaLcWjMT9Fp9PB66+/jhs3bqBcLuPBBx/E3Nxcot6jM018HWUZCz4XlJHS36o86Pf7CbwzP0XEZvn4ab+pHHP3jrraaZSRtdbcVc4yOKD3/o9e2idcTxqDwpeuD9ZPE6spGNR5oLJUwbLWz+scgXhtg8q0LAA9OjqaDF43dAnmy+UyFhYWMD4+js3NTWxvb6fgcs12rmcs+RxWVxf7TkGayiaSAewX1ytZ8/Re+iOrfKABik5GBRc+cTjBNChWT69U4evCVpG0B9vS4uHuh5GRkZRPhbScRuArHarCVa1GdUdwEQPDOV90Mbuy4mTSCaWCS4Wys0LAcFCb+iN9gkXK1q1KHyutTyQAfTG74FFGgfX0KHwGmhG8KChUmpvgz+vCuroy9Xng9VeQp/fQ+eksnQMYFfx6b1Xi3u/+UgFJ+ppzUS3zfv9OwifuMGFWysPDQ4yPj6eMpxRu3IKe9VxlMr2uCkQjkKL31bGPgI+zaRGAywIkzibq324xR+6hCBTlcnfTlDOXzPT0NGZnZzE9PZ2yed68eRMvvfQS+v0+HnvssWTp0qBR5kRdwVksqIMoVTQOTti+CPCy3eruisCmrwsHKeoSoZwCMAT0NYaPz/M661r3OaL/Ry+VDSoH9f4uUzQbt8tNf7a7Khyk3UsRKzjxeax9rHOLTCjjGTUmCbibhHFpaQm7u7vY2trC0dFR0kncnaW5SKhD1BDTEAfWlWOq8WC6ntlOl18EL/fLvJ9XPtAAhcUFPoujUd0Fof55n2Cc6AoaotwSZEfow+W9mVNFD/RSikwH2FG61kvdFnoMOjAcCEhho1SlWw1e8vm7cS66A8rvo24l9iWLW/PR5PWx8Hton0fWuD5HX1w06h+lJctYCt8xxQXH75W6jQSFCk1VXuwntfjdMvJ7RWDFGYJIWWdZyvzOP9N2DAZ3WRQFKNypMTp65yyepaWldPjXzs4O+v0+isViEm5qfWVZhv53ZIl727y4YRABlAik6BzRcclibLTfnFHR4grHAQpBr55sTnAyNzeHWq2GwWCAjY0NPP/882g2m3jwwQfx4IMPpizWTLTlmWI9xinLIMhikLLAiQMUyj9ds+fNP+1bBaXKVKux0+vd3Vmm8SlUvr6DROc1654FSn2MHKRRAUcgl/fU77MArMuuLHZA54mDW6+vuyWz5CqAZPSqTqHhNTY2hnq9jpWVleRG3NvbQy6XGzozjjpKx4f3V3mqOoNsflYcCnVUxIC5jvN+ud/ygQcobsEBcVCVggBeo0pHAYwqGz17QJXa0dFREio8zTifzyfLncDEqVqd4I7IWUdlNmh1MK2+7jxicSsnchnoIldlTZ+xB7Ux8Y8CGHfH8BUxWFnCTtG119sFoCJ8F2T9/t1st7qVjwnHuAvFEw1xHPVsDAe4WZSlUr1ZyuC8RejC3edEZD16OY8JiNZCv99PIIVWOt08vV5vyALb3NzE6uoq9vf3MTIyMpQ2m4oly/WhwF7rFylW718vXHvKikTPi/rU2x+tM+0zBeQ+zyL5oWuAhgMtVeY8mZubS0ddbG9v44UXXsBbb72FxcVF/NiP/RhmZmYAAO12G61WK51QrCfCRkGqPici5emGRKQ0FZxR3kRr9jwwyXsAGJKTyrSpLNTsxupO0tgHXQsuKx0I+Dx0eRExZzof3A2VVXQeaz9G9cliDM4De34PLWrwEKT4tvN8Po9qtYrFxUXMzc1hZ2cH29vbKUGcrmHqELZdZZn3nT5ftzlznFQeZvU1f6+u8bcLUj7QAMUHWYsLezIGtLAdgKgPmpNFwQEXmPoFW60W+v1+SnxEy1qz6kWR2pHC0x06o6OjaTdAdHKyxtNEDEyk7PS5Ck6osDW2htvaWI8oDsSZgPOsZW+7W7HKBKnyVsXhvnj+lteQydBYAKZf1uh1jqueJ0GQch5QUaGo9ddynqVwHpPg94wEmv/WXRnOYCh44ZhSwDHgjgxZuVzG0tISJicnsb6+jmazmfzYpIcZ4KhCPaq/Cuqstkfg1ecHBWfEgng/OGDLGi9VAm7tRS4SrWNkFTNnDM/Y4Y4d5ptptVp4+eWX8eqrr6JSqeATn/gElpaWMDIykrYbb21tpURbGqsWGTTuGo5Yk0jZRn3G+e7GGa/R9X3euo6CYwEk9yJP1OUOFLJwHuR+HtvlmwOyZAjv4bIpAifnrbcsgOFzVK9xMOXj4/c4b17rPTVIV8+8UcNrYmIC09PTWFpaws7ODm7fvo1Op4PBYDCkR+jm0SBmrY/Pf843zbirfUldpXGHESB0vfR2ygd6F09EKbFQ6BDt0drhiaJUvpoSWOM81DoiAuWuH6YU73Q6qNVqKRAOuLswiTijQDetr+4wYj0JoLiwT09P0ymkvM/h4WEouNgfujB0oSsgI+VKcMbJqflFCGBUOCtD4zstdGy8HsBZxkvBSwRmgLMUtQIwRf5cVNxJMTExkRSyAjHtAx8fFSRZICVSEC6s3FryNnk5D7Bk3UPrxXdlKfw7xqMwcRPPzCgWi5iensalS5fwyiuvYG1tLeXt4PxngCPdQwoqIxeC11nbpmMdASzOVd7f+9f7y4tbav5sn0fRelGw6ZR4LpdLuSZoPGgK+bGxMezt7eHVV1/FCy+8AAD4+Mc/jqtXr6JYLOLg4ADb29spwVar1TqzrZjrJ6qr9kGWKysqvF7pfN0SzPZHbkidh5QBBPvqVlWAwtgaAEl2ktHTRGXuiva+d6bB5wAtfv4mcovp/dQgjAxHnSv3KlG/O0DJYgsjoJ4F9DV0gMYGQQP12vz8PIrFYsqzwyNX/ABR6rkoTjECFw4kta84ps528zp1/0Xu73uVDzSDoguZHaAuG3ZcLpdL1H+9Xh86+VH9c3rUNrchMzU0ffEjIyM4OjrCzs4OOp0O5ufnU3IcTiJNrKMgxYuCFGU2CIwYnJjP59MkJAr28yLc4nThxT7SXA3cT09miIub1C93OWnsjYITtottcOWjFkxkWQNnE3o54MxC3aqkdVGo8iiVSklI0uLg99qu89wAbompoHSXQkQDa12z2hCBSRfEkcUWWdfeHu8njUmhQgSAarWKpaWltBtgd3cX/X5/aDeAnkjqICoCUC5ovR+yXCr3CiLMskojRc4x1PHzfvJ66vOj/3ULJw2Her2eDJ/9/X1cv34dL7zwAg4PD/H444/jwQcfTNu3t7e3sb6+nnZd0FWs55g4e3IvgObX+nzhelR2dzAYpF1ag8HgzJbbrC3AfDYZaU2pnsvlUtwJ3YlkNTnmZDbJFjkIJ0B1WeHyzeeb3kPBiwM4X+9RP/p9s+Ze1hrw4jJZf8e1GRlCrIPqFk/e1uv1Uvr72dnZdNjkwcFBGid6AxSgcF44g825R32q8tWBJF2xHmgbxe/9ICzKB5pBUZpL4zbYGYriODjM9UD/XK1WQ6/XQ7VaTQuNbhR1rdAi7/f7KeNjoVDA3NwcyuVyAi6cQES4pGvdEvNJzkEkbUxBx4EfHb1zMiSpPvcj6mTXdgPDJ8JSWJA5IlABkPoSQHgKZZafnuBEXT0EJZzokXWhkz0CAN5PysqwfR6Jzv4g0Gu1Wtjf30/jyzkSUZ2q4BRkRcJDr/HiQpDjz3Z7iVgS/U7niQtTrU9WUWXFuAC6ebijZ2xsDI1GA4uLi1hbW8Pm5iampqZS4jYF8RSKOnaRZetKMlI4On6R8onASMSIaDt9jmWxI1n1jPqPY8k1RCaWDCrjdI6Pj7G9vY1XX30V7XYbDz74IB566KGU76TVamF1dRVra2spKLndbid5oWs3izHwF69REKVzg/1A5mJk5M4ptSMjIyiVShgdHU0xDnrKbpZ7lcaUKj0yMQQ6jHnqdruYmZlJClEPZtVtvVljq0aC7io8DySrG89f2leUixEDFQE9Xe8KpnWOZYFer4/KNIIorZsafeyDwWCQxlCzzJLtLhaLmJmZwe3bt7G1tYX9/f3kViPLpeNFfeXAQ/tHAUrk8mOQrAMUncdZoPl+ygcaoHCyDwaD5BrRswwGg7tHfPPY80ajkdLRT0xMoFarAQCmpqbScfP9/p1tyNxmqRHQPCuj0+mkI9InJycTcKB1qn5CtQiygITuFtJcHVQitPypTDxeBri7mH2BaeAt2RMK2HK5jEKhkAQAhY+6tXz3kCPkaPJFlrMvdr77onfrwgXE/9/em8ZIel7Xwaeqt+mturp6me6eno1DiuKQIilRIc04QBJT0BIhsC39saEfih1ESCIFdhwksAPEhpEAEuIggGUYcoAAtn4kUeAAcmAlVsxYFmXFFEWORJEc7uQMZ+u9uqr3td7vx3znmVOn71szI9kiZ1gXaHR31bs8673nrs/e3l4yJTO1W91SBHy0RJEBUPtlYBeFtI6ftkUZigpk9smFH7/TPkRgKxozHY/IcqDk46TP8Ge7EKeg8kMsCYDHx8dx6dIlzM3N4fDhw6hUKk3Bdsw00aw0j0tRZq1AVdtBirJuNJbA++cgw58ZadNOfKa+U5/Xqh9+MvDIyAiGh4dTpdh6vY7XX38dMzMzGBsbw4kTJzA4OJiy/mZnZxNAofWElizVrL0PvkdarTvtI4mWi7W1Nezt7aXy56VSKQVCMtNLlasoWJe8SBUeDThnJe2VlZVkiaVFW0/nVYCi865CmX1XxacVP1HBrlZDdUWrVSxvnUTrlW1SnsS16GspsoJQHin/VH7KfrtQ1/FhYgAzejhX5O9DQ0PY3d1NwLdcLjcBawUoWv5eFTISZYEnXajrD2iuFhyBvRtRovLolgYorBlAQMEJ4G9uCgDo6upKR58PDg5iYWEBjUYjuW3GxsawtLSU4hWKxWI6gpzm7WKxmPzH+/v7mJycxPDwMLq6upLJzU8u5mKOXAd5JjPdPNzQQLPpMy9gTp+jFgxdoGSw/Onp6UlaD4CkDWmhLhUaGvSbt5muJyj8MxemuunpfnJNmlHsWrdlb28v9XVgYCAhezLVQ4cOpX4QoDBzwi0BJJ8jtYwoo/G+5IEFvy7a0Ho9BWSkafrcOyDw6zVLi+6v9fX1BIrL5TIqlUoqnc30eTXlMxaFlj22z8fCxy1i+gqytc98VtSXVgDFxyZvHfq7+JmPpWrKBL0EJ6x1Ui6X0dnZmU4ofuutt9Dd3Y0jR45gcHAQu7u7WFlZSaeeE5ysrq4eOHk7am9kLfE+OEjV7ynYGNjf3d2dYpH6+/uRZRnW19eT4sXAVs+ac1eZBtsze2d//2qF2tXVVaysrKBcLjcBFAIGWpZVOLqVI+p7BPR1jeVZQBUEqOKm+895tI+xg8UocFeFvCtpCjQcfNFVTnIAxR+PRaGcoaWb1n6OP5U2zhPjpsjztDibzoUCOW2zJ0X4364ksf1uObpRuqUBCs1cmmKq7gs9tr1YLKKvrw+VSgXDw8M4f/48VldX0dHRgXK5jImJCayuriLLMqyurgJAun5oaCilrdZqNVSrVQwPD+Pw4cMYGBgAgNC3rylZJF9sOnGuFVEwaNCaa+jAwfoRDmAYac9iUoyrKZfLSYNaW1tL7+B1BC+FQiGZ9T0IyoUorRPeV29zJETyLAcUSM6YXKvY2dlJ1jNawACkvgFI4LPRuHYkgdZMUZ+0M0rXBnRjuvtC26735Vk/dEyiMYs2t99P5q6MQvuh96sVhXECXCOVSgVvvfUWFhcXUSqVEoin24/FCTleBGsuRFULjgQnx4TuAq9N4yX6o/4rObiIxsjXnQLNCOwrwGfGTqVSwcTEBA4fPoyRkRF0d3djbW0Ni4uLOH/+PDY2NnD8+HEMDw8jyzLU63XUajUsLCykozGoXCk4idrneyjqeysAzGfu7u6mgFUG+gNX9y3BalSLxS1cdAPT7eslCFgVd2VlBcViMbnGC4VCEzhx8KMAiDwkT5hFfCUaFwcoe3t7qa1aWI7jECknDoZdGYncab521KKj/N7bGj2T7yRp6raHETAjb3x8HLOzs1heXk6FF7u7u9PZPHQ30h3DWBVNfPBSFm7p0vlyYBK5p9wKd6N0SwMUasA8bZVuHj1MiUiTgUQEI41GI1XO5Gd7e3vo7e1Nbh4ypP7+fuzv76cc8729vXQKaXd3d1os3Nx+hoYzGNUwPSOGGj9pYGAgCeHt7e0DPlPX3NUCE4ET9ZtXKpVUzZKZBFmWpZoO1J53d3cTk/ODy3TROmLWjRppEbqgeR3vd63GmZAyFAbsap4+tYZisZjM2wwIpSbBQGR1x1FQ+UZShhJZULRt+rf2z9dBpCnqGok0ZKXos0jb9DHmeqLJf3V1NaXJd3R0YHBwEIVCAYuLixgeHk7xURyz/v7+Jt+1zrf2VRmUtlfXKa0SGhOkVTIJUjivyiBbjZ+vHwUu7u+nH52f81kUZIw5YRDi1NQUjhw5gomJCQwMDGBrawsLCwtYXFxEo9HAiRMnUsAxy5QvLS1haWkp7TMFJ3kCN1qD0RpwgKL7g/1h5WsCkyzL0jzW63Xs7e2hWq1iZWUlLBbn486x8eKFBDurq6tNcV/AtQzHPIDibixVglyYR67UiBRYsR/kiVG5BiovXBvR5zo/6sL3NR7xrkhIRwDUP+c8EuTR8qtp6YwpGhsbw+uvv475+Xmsrq6mOl10NXrdHwAHsuZ8TqLwBN1LOk5q/eHYR+nkN0K3NEDRWA9OkGbB9Pb2Jg1xY2MDjUYDg4ODOHLkCMbGxnD+/HnMzs5ibGws+drL5TLW1taSa6GnpwdZlmFxcTEdhT45OYljx46hVCoBQJNrR/3zkalbF51ONAEKwQ43MJk4awp0d3cfeL4yYxI3jWbtDAwMNIGTUqmEzs7OBLzq9XqKQ+ABZ4zzoUDzOg38rZqutslrGKh5k/1je92Xy/vzGJA+kwBle3sbvb29TfEmq6urmJ+fR61Ww9jYWAocU38sy+NHfnGdN2U8ecFgrlWRdB0oRRYTByaRmycPoPgY+Xhx7Bksu7a2hr6+vqRdEswyUJYnohKwa0CnFhaLzNJq0VFmpsCZwIeZcLyOVh3tuz5LSQGdW50iIcEx1bmLwD7BCS2m09PTOHbsGKanp1Eul9FoNFCr1bC4uIjd3V2cOHECk5OTKJVKaDQaCZwsLy+jXq8n94lanCJwlQe+9LdeowJEBQX3D12aBAnFYjHxPO5tFoxz87+3U4PuteCZWpELhUIKsieYVwuKBuC60Lqe1Yjzr/vMgYE+ywPd1YLiyRRcByp0PX4wUjoUkLcCS743nPLmne3SbB7lxx4oWyqVUK1WUa1WMTY2lizlOoY6LhwT7ScVP68QrBYUlVH80bHx+JV3lQUlKlqj0eV9fX1YXFxEvV7HysoKtre3US6XMTU1hbvuugtPPPEEnn/+eYyMjCSTLH3G3DS7u7uoVquo1+uYn59HT08PTp06hcnJyXQImJ9z4hs7D0ErOGFsADc5UTLjBQiAGo1GU7yFbnKlQqGQAJamQjKuZmBgIB2qNzs7izfffBOFQgHj4+NNh5jxXYrYI+uQuzk0/sXjD6INroyGVgz33yq5NqPaGS0+3Cz9/f0AgGq1moSxascEKVxDbhXghowEmrbDXWtuicnTkpUJuak5An06vqrx54EcbR8/02werl9NOy+Xy7hy5UpicBQ2g4ODaU14P7SfbuFgmzWVnuCElhLOI7OxGKDtYDhvPFxj9TXXqo3aD44VzeJDQ0MYHx/H9PQ0Tp48iWPHjqVqsDMzM3jrrbcwNzeHkZERHDlyBKVSCTs7O6jValhZWUm/1a3ja0vnVOfM+6mfa7/VJB9ZN8jLqGTRMsX4Oa2M7fVYfH1pQL8GnZN3bW5uNmX2cL15RVKPaXEQnif0fe8oINX5do2f464lKZh9qTxU4/w0WzLKZtK25u2/61lIbuY7VcY8DoXWqkqlghMnTuD8+fOYm5vDsWPHMDY2ljLNGFfC53BveaVyKmxagZbjrPKHMUaeSqzWE5eJN0q3PEBRqwWAAyXid3Z2sLy8nEAGA9vuvvtuvPrqq3jyySdTrMr09HSq1gpc86fOzs7i3LlzWFtbw4kTJ3DHHXegXC6nYCU/adJNt8DBADzgoDWFiJVZOwxcW15eRl9fH4aHh5PLghtKzbBqZlftj5YTP6F2e3sbMzMzOHv2LOr1Ou6+++40BhRgGjHOMssEAK1Mm665RsyYnyu5gHGNQn97MJqeTEoBqlkXrNipG1ULTVGz5Zh6QLC+S4PH2FfdoFFdGHd7qdB0IeNrJBo7X0NuQcgbV7ZDUz7J7Ajwh4eHMTo6moLtmP1GAKltocBSrVjfp2CVWh6BiZbeVjedBrrrPERWKAezug7dsuICMG8+uG4ITo4cOYLjx4/j2LFjGB8fR6FQwOzsLJ577jmcPXsWQ0NDOHXqVHIVLywsNJ1qTv6gwlldhG4p9L3Dz/y3A0/+rzEWtBJwL9dqNZTL5QQaGIegPIx7wdcQ0KwE0sLFuSNPpnWG600FVV71WLYzmmfnJ/6dr3+3XHrsnGr93AcamK1yxAs6alvcuhcpGXlEHqN7KQL23lePQ6EM5J4ql8s4fvx4U9zT5OQkyuVyiifjemA9nL29vaZy+ArGeJ8eYKshCQqG9Vw3nfd3ZQwKN8PGxgb29vaSVqAZPZ2dnckEu7i4iImJCQwPD+PUqVN4+OGHUa/X8Ud/9Ee4dOkS7r333mS67ezsxNraGi5fvoxXXnkFs7OzOHz4MO6++26Mj49jf3+/6Xh0tZ5EWgeQn/bolgi3RvBzv0ctMC4oaaYnMGFA7MDAQHIZLS4u4qWXXsLs7CxOnjyJO++8E+Pj48iyq4HCnjatR32r1qO/XdtxAAagSXirJqmCzO+PkLf+z41A5qpuB6aTLy8vY3FxMRXsKxSuZafo+RYqQJxhqqWE73XTsZtKda50fFSLV6am17a67kaACUmfzflzRre1tZUOBqSl8dy5c6jX6ylWixWTVRDSEqfm5gjYaZo7g9hpZifDo0mZFptojXu/InCi4CiiyJrF3wyIZfn6yclJHD16FEePHsXY2BgKhQJmZmbw9NNP4+mnn8bw8DBOnz6NU6dOoaurC0tLS01pu1pzxvkD0JyxEfXhep95v3SdKPDifNM6ROGq7ls/SdnXnFseNW6I8+elEiJNWoVzZPloBUTYR+eJblXU9a6uBvIaygkGDdOaQPcv2+trupWg9fHKu0bXYB4oi8aE/SavIzjh/mNJgOnpaayvr+PcuXM4f/58KhlAt36j0WiKy9vd3U3ygnFV6u4tl8tN5Sh0LPUAVo3tIQiKKtHeKN3yAEW1egco9G0zxW9ubg6Tk5Po7+/HyMgI3v/+9yPLMnz3u9/Fyy+/jGeeeQbHjx/H+Ph4SqVcWlpCsVjEiRMncM8992BychLFYhHLy8uJAfEYbDffqkDy/52JkFTTpO8bAIaGhhLT3tnZaRLyep8WoGP5bVa5HBgYSNoA6zW8+eabmJiYwOnTp3HkyBF0dXWlMWWwG4GYuq+UQXpQlDIIfkZGoeBDhaaOifs6ldnwPr2O76MFilYUMmMGj/X29mJ2dhblcjn9n2XXzrhQcKMabgQAuQk10EyFtlqIHJw4wNCxIOl6icy8PvZ5z9XnqVCgcFKQoimLLJ1NxrexsYFCodB0cKBmtxDARgyJTF9dO35wHOMTsixrqkzKWBddC3lWIx03B/h546pzwrnl/hkdHU3g5MiRIxgdHUWhUMCVK1fw3e9+F08//TRGRkbwEz/xEzh9+jQGBgaSK0f3jZYd0Kwm4KBbJ0+D1j3lAlivifYl94YCCD3CQq2xCs45jgqqPXaIMSa0YBeLxQNVh/25Op95gebu7vEx0TUcrXMfN7c404JCsMz5AZAKV6oS4uPCtruyoWvM50+BNC2wEfDOA2kKUFy54D6la210dDSBz0uXLuHll1/GyMgISqUShoaG0Gg0kkKWZRm2trbQ39+PSqWSPAhqSR0ZGUkhDeQbzOJTi5qeWacWWlrqbtaKclsAFAZ/AThQLbW/vx/z8/NYWlrCzMwMxsfH0d/fn8y2hw4dwtTUVBLWy8vLOHfuHDY3N9HV1YXDhw/jPe95D9773vemg74Y7Fav1xM44QK/EZTIja8ZNw5M6H9fX19HZ2cnKpVK0mCpkWkEupadHhwcRLlcTgeXMZqelpOVlRWcP38eb7zxBsrlMk6fPo3p6Wn09vamYFya9hWcRJpVpLU48/fPSMqI1GqkTDayYDjA02td4DK4q6+vLxXiY7AsS5NTOHoVTTfDkzhvmv1B33YUO5PHsDgu+tn1LG55jCxiaP4sdQE6QFEmx6BYMrkrV64kcEqNSmMYCDj6+/tT/JRaozi3WsVX66fQ1UDhqcGVQH7mQwTMHAzmWd7cQlUoXKuTQ3Cibp2JiQl0dXVhfn4eZ86cwTPPPIORkRH85E/+JO677z6USiVsbGygXq+n83XIG9Q6FwEQbUfe53lAzF1tFKpuQQGQhKxaOGi9cotGHkCmi47HbvT19QG46g6nZYU8SE94V8ud/kQWCbf8OEjJm09dK25VU5CmCRXkC6ypxOJ1LD3AtHcHEury0Xdom6OYFQIjur/yLHx6j/NIjhktX5QHrG1DlzYrn6+treHll19GpVJBpVLB9PQ0KpVKAqxZlqVzuXh+D3nn2NhYqvfVaFwtzaDjWCwWm+pr0UVEC4qewKxF4W6UbmmAomV/qWlpUTJupEKhgGq1itnZWYyMjKQsj0qlgsOHDyeXz9LSUvLZsUYK0wpHR0fR0dGRhDaPSddTSCM/ZZ6WrO4A9Xfq6agUHMDVSreVSiVpJazfwX7SlUFzHOu9DA0NpUykjY0NVKtVXLhwAZcvX8bAwECKO+nt7cXOzk5isMvLy01M1tMOXSAqs1Gmo9f5RuMG9LFR4v3UOJxx6TPUikKAojEPY2NjTWeEDA8PpwBaTYXTFDzdjJouy/Z7nEqeeVqBlFu+9Dv9jP30z1Vw+Tg7E1dBEI0fLU56PgqDVBUoMIaLZ0/RFXTo0CGsrKygt7e3SRjzOV4hVYPpADSNX6FQSIoF6//4OPlY3Uxf88aYe5FBwKOjo5iamsKxY8dw/PhxTE1NoaenB8vLy3jhhRfwve99D729vXj44Ydxzz33pL26sLDQVCWWikxkWdV269+tLGkOTrQfGhulKdxq3eT3bor3sfT1xfdoqjnTzVmpmfNJgDk4OJgCnIGDB29GeyPqf3RdFKvhYM3nGECTe4L9p5Kyv7+frAuMt2IAqIMIjXnTNao8TUGKurbV0uCZUOxX1G/lce6ao3KhQLhQKKRTtTc3N/Htb38bzz//fMroGRkZwdjYWLICbWxsoK+vLwV4Z9nVJIPh4WFMTU3h0KFDqU6YAk533SpAYfFPl483Q7c0QNEJ4qByI2kmT29vL1ZXV7GwsIBLly6lMvg7OzsYGRlBf38/Jicncfjw4Sa/XqPRSJu50WhgZWUlxTGwpoFaUCLfO3AQ8UfgRAEVDzTc2dnB6uoq9vb2UC6XMTIykgKV1tfXUzl6Pp9+c7p3SqVS8hvW63VcuXIFb7zxBqrVKsrlMu68804cPXoUfX19KSCYfWNqpKYdRotLGUPk3lJmoeZmjgOZppprVdAQnOjnKoT4bDXlqtDVysIjIyPY39/HxYsXsbi4iLGxsRQ4rH3hO7gGaJlRIaEAJdL+Is0oAmPR2uDnkYnX7/OA1DwBF30HXMsKoEtPz+ehdkm34OzsbKo+TJ80K1O6NZEuMzUjR/2gP5wAnUKP2RUagKeVoV0b17GPxlXfHYETBpR7zMnExAT6+vpQr9fx0ksv4ZlnnsHe3h7+5t/8m7j77rtT+X/ylkuXLqVTillTJNo7um+8bT5GeYBWv1OQ4kGLqq0TsGvmlAMf32e0LqnyxHg2Wl0Z00Chz1o6DMJUS2SreXOKFBF1peSBFJ3jSHECrlmDhoeHUSgUUuzVyMgIRkZGUCgU0unUauXW8VWllOTWU7aHcof1Z5h5o8eJXC8ORcEPLb8EAbRg0p1CC8jp06exsrKC7373uzhz5kxSWgcGBlJM1cbGRgKs6+vrWFlZQVdXV5KLaj1RpULBvfYFuHaiNXnCu87FQ2HkJwarX4xCn+BiZmYmmTUZuc7gIS3lzUwWmsBXVlawsLCQDvlygKLuj+tNgDJGDegls6cFZHNzM53Iy/LaRKd60NPg4CA6OjpSrRMyD6YK1+v1dLoqT2C+4447cOTIkQROWAeBBacITjSNm/2KAnjVguJMw7VWajLqEuGGVt800BxAqN/p5meb+GwFKKyLQmRfKBRSavXy8jLGx8cxNDTUdCgiQdPKysoB0KWCIPKBa1tceCjladJ6vZqt9Tu/Vp/nVqvoOrUAEXzRgqIu046OjhT7tLu7ix/84Ad46aWX0NnZibvvvhvDw8NNxyZoqXQCHneZMV5H55YgWt07tPhpmzWY0Ys/6Zhr3IQCPs6N/lCrJRgbHx/H1NQUpqamMDY2hkOHDqFer+PFF1/Ek08+icXFRfytv/W3cPr0aQwNDWFjYwMLCwu4fPkyLl++jJmZmaZqsRoYG82fk1peIzASubV8H6grgQpWoVBIf6uVioqavl8tUApqomzAjo6OxEfX1tYwOjqKoaEh9Pb2pnUVxZ44SInGQfvnVkUdJ+07cC0wlu4Zrh0VrgQkdGcSxHFsRkZGUuYkeYMqvpFrXy2sPnccR4JsKtdasTsCrUq6tnXf0iVPHseq53t7eyiVSjh69GiqJPziiy+iv78f3d3dOHXqVMr64XxRkWXmz5EjR5JrfH//2pk7Gsvjx8xw3DXtXGv/3Azd0gBFg6w8kNGRHWMqFhYWkl+UPmOWs2dwl5qf6RJYXl7GwsIC5ufnMTc3lzQkmnA1Oh+4viatSFyZBi0g1OopxNVfSt8iAPT392NnZydpOGQ8wNWjAKrVKt544w2cPXsWe3t7mJ6eToHADLhlfQQWbFPXlS+uPAZL7UK1ANfC1Prg3ykp49I51XHl//oujjWDiNUnSy19eHg4WQwWFxdTfAELkjF4kBo9y4PznVrnRGOAeI0CLvWB83sfFzXZOiNWBszrovH350ZrL7Jc8T5qYno2DwuKdXZ2pqy2nZ0dnDlzBk8//TQajQbuueeeVOSQVhUNDqWAJhPXFHCuaWqOhUIhHejZ29uLRqOR4rwGBwfTc7X2g1ppdI25O9DnQFPBuW9YJXZiYgJTU1Npf9Trdbz66qv49re/jdnZWTzyyCN4//vfj7GxMezt7WFxcfEAOFleXm4KKne+kEd5gFXbrnvBQan2zzNtACRXggoTmul1DfL9Oj4KTpjpwUwXFkKk25xFHqksaGqxBwlH/fbvIktJ9L1bLtQNoS5bXs94k0qlgkOHDjVlsxUKBVQqlQRU1MJNK7OXlyAIp+xR/kBZxLVH1726wzhGXm7ALTHc15RP6+vrTYHnjAdbW1tLsuSuu+5KhzieOXMGwFX5MD09nWpArays4Ny5c3jppZfQ1dWFY8eOYXJyEoVCAbVaLY2NHoPATDw9pJcywJMP3nUARTXuKNBKCwrRF1er1VAoFJL5qV6vpzNHiKY1up0AhTEnjM+oVqtN8Rmeekt0mbeZ3IrCRUVtlCh4f/9a5cAsyxIIocVkdXU1aQvMP9/e3katVsPc3BxefvllvPrqq+js7MSpU6cwNTWFoaEhdHd3J5BGk97y8nKqFRLF1URMQgUnNXKOnV8HNPtpATTFH7jGwfu46XXDu5CPhD41OzIWMtWJiYnkslheXsbRo0dTKjZNlBoXtLOzkz6jJkbzeZZlB9JEta2RNUMZTmRBUmGj69lBi1/D5zEGQUGcm769DVxn3BO1Wg31ej0dhjc5OZn6eebMGfy///f/sL6+jve97304cuRIcs2USqWmtHQyNT2nihq7pnmyMBtdk4XCVffA6upqKrRIkKIASLNkuE50jNySpQJc0/ErlQomJycxPT2d3Dpra2t4/fXX8dRTT2FhYQGPPPIIHn74YUxNTSHLMtRqNczOzuLKlStNcSd64rODE98PrdaG/lZwEoF6XwNqnaV2zrWmBz8SzOv7NahZ9w6PyaD1pFi8etr67OwsFhcXceLEiSTQ1crlAdO6dpUPuEVFFRqSx5nwnsiCFmUMKUhiFk+5XE6uurW1NVy5cgUjIyOYmppCpVJJa5sgfGZmBuVy+YAVnVYLPltBA8ecLvp6vd4UdK4HznKeWs0v54lJDeRNGg/C9pZKJYyOjuLee+9N7/iLv/gLLC4u4p577sHIyAgAYHFxEa+//jp2d3fx0EMP4c4778Tw8DDq9XqTdVXBmK8zP9Xaj014VwEUACFAUSFBjYFR2evr6wCu+cdWVlbSZNK8zMOtsixrqgXizNJTb5Ui838rgMJFxc2gcTL1eh09PT3pbBQGOTE9jpt7b28vlda+cOECXnzxRVy8eBHDw8M4ceJEYrzsP836KysrqcIkq0nqImy1qCINzk2RkZD2OXRNKPLj6rg68FPGRVPk1tZWU9YTMw94vkyxWMTKygqq1SqmpqbSmNIXSyazsbGRXBFcV1tbWykdT8tARyZ5j69RsOHWDB3TaP3o93ofx1CDIxXA6/Vk3hTWFFC0LK2urqZYKwL38fHxFK80ODiIM2fO4Dvf+Q6WlpZw//3348SJExgeHk5AbmBgoOn4AT3hdn19PbmQ3OqmrkqCbVp2uE6pLNRqtQSoaV2hgIiEncZokJEztXJiYgJHjhzB1NRUOkzt9ddfx1/+5V/i8uXLePjhh/HQQw8ljZLu4itXrmBubg6Li4vJrePaoq8JBRx+jVpHdH/o3nLg69ZJ7yPrydDFo7VoOOYqELmGCE4o6Bh0Pzg4mATq/Pw8Lly4kIIpaT2h+0Hr42gcl1v5fM37OBCY6V7XMdXx9L2klnYt2FYoXAv8pdK2uLiIN998E11dXU1pubRuVyoVjI6Ohq5+ygNaQfRwViqe5CG0PhH8MexAayhF4FXnnOO8ubnZFBej8ZeMF+rv78fExAQefPDBFJ9y9uxZnD17FqOjo6lY6fDwMB544AHcf//9mJqaSrEnkczTmjcaeE0FNUoxvlm6pQEK/XBuuvNIds0coC+OAIUatla31IAl+tA1pTk6dwc4GKTnpke22ZmluqI0CpoWHJ5KyViJiYmJpswdmueXlpZw6dIlvPHGG3jjjTewtraWzg3hIqTVREuc1+v1BE784DyNK4k2DHDQCqIAheRM5HpmWaD5HJ485uVMWsdZA8go9Pb391OwX1dXF15//XWcP38+ufmGhoaaTOE8ewa4CkQYLK0ZTQSUXF/sg2t73mZvd6RhR0zXSQGLWk80XkeBEtum48t5VJemnlXU1dWVyr0PDAxgeHgYzzzzTALBp0+fxh133IHx8fHEiFlwjcCb7ke6zmgZ3NnZwfr6OrLs6sm/29vbmJiYSEczMMXRwdPS0lL6zSwjWmgUmClP0MBRxnvRtcPD/7a3t3Hu3Dk89dRTeO211/Doo4/iwQcfxOHDh5FlGarVanLr0HqghwByvDnW0Z6JKLK4+RrPe04ryyyBCDP1KCy13gX5ECss06XMIzI0M5AHmNZqNVy8eBGNRgPHjx/H2NhYqh9F6yX5Ceckr8+R4hGtc86rWyx1vXNdu4VVQYoqX7Te9fX1YWJiAhcuXMDZs2fTmj116lRyPVI5HB0dTfF6XHu6/rIsSzFVzAxSxaharaJQKCQLB/mV1zVS2eFjwz29u3v1IEj+rzEhTKSgYjY9PZ1iy44dO4Zz586hVqshyzIcPXoUp0+fxoMPPog77rgDPT09WFhYSGf61Gq1ZK1kgTfuJz2NXIHTj92C8q1vfQu/9Vu/hTNnzmBmZgZf/epX8TM/8zPp+3/wD/4BvvzlLzfd85GPfARf//rX0//VahX/7J/9M/zxH/8xisUiPvnJT+K3f/u3MTAwcFNt4WIjiCDTVSakqJJR1/SJ0YLAjUxGrFUWuZi1TkbkV/PFBDRr9nS/8BoFTzSPaZEbWk8YvDo/P4+Ojg7s7OxgYWEhBcYScC0uLuLixYu4ePEi1tfXMTg4iNOnT2NiYqLJZK4aqWqlqoVG7ir2J69/wMHCYaod6W/g4ImkHG9lLNG7rmepUIDCufYMFTIGpki++OKLeOGFFzAwMIA777wzVVtkLRANItzY2MDi4mLSkrjmaLnhmvHCThGAigCcghT9TknBX57JnP0nA/bCUBE4ZMwA3Ty6hwh+Dh8+jMOHD2NwcBCVSgXj4+N47rnn8I1vfANnzpxJljoGSzJYm+PDH6a80wpCl1J/fz+OHj2K48eP4/jx45ienk6pzaztMzY2htHR0WRR5HsYnOqnBdNdoYyUzHt0dBTj4+MYHR1NFYUvXryI73znO3jhhRfwEz/xE/jABz6QMhkWFxcxOzt7ICCWbp0oNfp6TFnnwvdMdJ1+75ZE5S2aHdjR0ZEEIUEH4+2oIQ8ODqbna6n/4eFhjIyMNLnfqtVqEl4sZMfUXFXm/PgPtSC5MtcKnPt+j/aNCnZXXMg/uDc9NqZYLGJgYADT09MpzvCpp55KSgkthEyxZ8wS3eJaloHZfxo3SLDN9c9aK9wntO67JSxS4LSPVGS3t7ebwKke98Kfrq4ulEolHDt2DENDQzh+/DhmZmZQrVbRaDRQqVRS3Elvb28qcDo7O4uFhYUmBZbxaeoOJ68Arp31pTEr1wOgEd00QFlfX8cDDzyAX/zFX8QnPvGJ8JqPfvSj+P3f//30P4M2SZ/61KcwMzODxx9/HLu7u/iFX/gFfOYzn8F//a//9abaogBFfWKtfog46QagtrCxsdFUIZQbVWtheI0M9e0DB7VdRfAqvJ2B+A+zFfjDhbK9vY16vY433ngjBbixku3a2ho6OzsxMjKCkydPpuI6DL7i4lJTnd5LpEug51Ye9xFHlotIy4/QvwtHzcLg+KjlJm9zKqjxOeBPdN4MNxc1mrW1NTz//PNpjZw4cSJpHRMTE6kt29vbWFpaSq4QzgG1H2ZV+ZpRC0aeFqxMWX3mun4c6OgYef95L9cZza5Ac9yLx/CQsaytrTW5YPTZNOXfc889SSt78cUXceHCBVy8eBHPPvssCoVCqkBJEzP5AEHelStXcOnSpeQ+qFQqAIDl5WW8+uqrGBwcxH333Yd77703xU/xWTS3j4yMpCKGpVIpBbC7NYMaJX/oqmKl5a6uLqysrGB+fh7PPfcczp07l2JOqHXSrcNaJwQn1Jo1QyRaoxGY0LXh8TP6W/cj0BxX5IyfvIb8hcCBrjVmp7AMAXkoXZeFQqHpoES6NRgsTXfwwsICxsbGcMcdd6Q4BlV+oiwmtk/b7GtQxyiKK9KyA86DlOf4GPJ55ON0QXH+mJZ75513Yn5+Ht///vfxzW9+MwH2EydOYHx8PFneaJVgXSwqenS704JCN0t3d3caNwJkFg6t1+sH3Dvu6lHrkfJL3bcs7KlKuioZAFIhwnK5jGPHjqVYR4LSjo6rJ8DPzMzg4sWLuHLlSpOVkDyUiocq27ReKUDJK79xI3TTAOVjH/sYPvaxj7W8pqenBxMTE+F3L730Er7+9a/j6aefxgc/+EEAwO/8zu/g7/29v4f/8B/+A6ampm64LdQSCVDUpK7mbgUnOqFk4BrJrj98h2cKecwEyQW4ZgNxA3ASyUBojtOAQQBNFV0pUGkxYXYN3z86OopTp05hbGws1fag35mZEAzwZRAff/ywRWq6HrdAS4r6w1uZIiOmqf8rk1FTK69V8KLkpmwV4LxW4xnyLCm7u7vo6enB9PR0imD/wQ9+kLSRkydPpoJNnZ2dKQWvVqslbZSp6DwSgKZdBxfqUlFTtluEdK2pUNIx5XN4D/sbWZ4UYChY1gBanysCLAUpfDbbtru7m07tPXLkCAYHB3HkyBHMzs5ibm4u+eYpyObm5lLxKK5jKhP33ntvssoMDQ2hWLwa3Dw3N4fZ2Vm8/PLLuHDhAt773vfi3nvvxV133ZWsggQYrFtBkMI6JNRki8XigeqnDEqnZskMv3PnzqFareL9738/HnzwQRw9ehSdnZ1YXl7GlStXkluH1h+vweSCIwImDjhbxSH5ftN9GClDfj0DQQk+1tfXU5zP6Ohospp0dHSkk6oVoKj1pKenB+vr65iZmcH8/HwC80eOHEF3d3eyHhCk5GUA5llKXPmJAItbCSMri465C3gtQ0D3L8HU7u4uBgcHcezYsWTZe+GFF5IFm+ctTU1NYXh4OGU3scAfrUZbW1sAkOJbWMVb3ZnFYhEjIyMYHx9PGXJUJJS/6f7Pi2vi/NF65YBB9/DOzg7Gx8cTOOUeoDzc3d1FtVrF/Pw8Ll68iHPnzmFmZiZlLam7TuPdNLtRrbF+5MXN0l9LDMo3v/lNjI+PY3h4GD/1Uz+Ff/fv/l1C2E8++STK5XICJwDwoQ99CMViEU899RR+9md/9sDzmEpIWllZAdB8SqYWQyI4UKuFghTXygE03auCVxmzW0x8Q/BHGQ5dO2wrcC3dz8GJnu+ysbGRTIYDAwM4evRoOklV63ZoBhBjV3j/2tpaMsUy/ZG1TaIDDgEkV4CaPiO3CnCwnHae0HPGGzEZ1TzzxlSfH13nz+d80/qhNQNWV1cxOjqKSqWCU6dOJUvL9773PSwvLyc/7Pj4OPr6+rC3t4dqtYqlpSXs7++nYkfUOMmUfJ0oUGX7+Hne2HGN+OdqWeH4KaDU9cvv9F61qihQisAQmZ0zSD0WgECht7cXR44cQaVSwfHjx5s0aIJprYeQZVlTbQ2eE0X3ZqPRwKlTp5qKK7766qt488038eCDD+KBBx7AqVOnkoVGgzhZaGtpaQlra2up3g5jkPScmELhahButVrF+fPn8dprr2F/fx/33HMPTp8+nZSl5eXl5NZhto7Ha/kajayJSnnrQOOG9JpWpn7dcw5etPwA1zB5JV0VnIt6vd5kumdqcalUSsHmV65cwVtvvYVarYZjx47hjjvuwMDAQFJy9NRzHRtfX5HAyhs75cXOm1uNh/7m9xScmlnG4O2NjQ2USiUMDw/jPe95T+rT2bNn8ad/+qe4dOkS7rnnHpw6dQpHjhxJvJguNMb1uKKcZVfPullcXEyF/AAkC2Cj0cDq6mqTEu38zudVLSk6RlSw1tbWEnDhWHF+arVaUr6YEKL3ser6lStXUoaaWwo5F+4VUM9DBFBuFqT8lQOUj370o/jEJz6BkydP4o033sC//tf/Gh/72Mfw5JNPoqOjA7OzsxgfH29uROfVs2ZmZ2fDZ37+85/Hb/7mbx74XAEKQQRwsBiTxqKo9khyRq0uB75HF0geuZDkD5mught1n7BdFKZbW1uo1+tYXl5GoVDAqVOncNddd+GOO+7AxMREEo4q+ChQGFdCYbq4uJh8xbSe+AFTqt0D10CKLiwHKZHPPNKIlGlwLPUZfJ+ax5UiRu/MR5mVghPONZkSA/doTeIhiuVyGffee2+KO3nppZfwv/7X/0rF7MrlMgAkjZyaT1dXVzJ7ct1wTSoz0T5o3x3MqtakzEeJIMHdYuruicYxTyDoO/R7alMMEFbrDoOyCfJYx6FQKKQg8+Hh4SbhoYc46j6N9iKF49TUFN7znvegVqvhjTfewHPPPYf/+3//b8qq4RlS1AYJQkZGRlItEsYKEQzR1dRoNFJK6ZUrV/DCCy9gbW0N73//+3Hq1Kl0VglN8p5KTCHMGizR2ox4hoN3FzAuYPOEbrQ2lE/pvu3u7sbg4CCAq+Z9BvYyFoHWEq5vKk90h3V0dGBtbQ2zs7N44YUX8Nprr2Fqagp33313qgdDxUcts640su0eQO59cQuIfxdZmpynOMDT76nQEkxpdiZjRSYnJxOYHxwcxAsvvIBnn30WFy9exHve8x6cPHkyxUfRjUlLCdtAAb2+vp7Ayeuvv56yBgnM9/f3075hTIfLH7VCqTLiY0N3s1tgGPe1urqKxcXFplo2Kne0Wjp/FJxoQgqBiZZgUAvKj3KKMemvHKD83M/9XPr7fe97H+6//36cOnUK3/zmN/HYY4/9UM/8tV/7NfzKr/xK+n9lZQVHjx5NwoBBso7W1dXjQCDSvCNzInBwU/AzvdYBjjPhyNrgKJkodnt7O517MD09jaNHj+Luu+/G0aNHk7+c5jqCDRW8jCzXmi3cgDTRcfOo+8qFpboSIoCibho1QSqDiYjCldf6c3ycXVvKAy1ZljWZG/muLMuSy4xZDQsLC+nsiJ6eHlQqFdx///3JL/vGG2+kowF4KvLY2Bje+9734o477kClUkGWZSltnQJJA2RdOF0PfPnaaPU5A2B1vrS/qpHr3Pkc63xFe4DAV99N5rO+vo7l5WWUSqWUyeT+b/27t7f3QDyX1kqgm5EFtGghmZqawvT0NCYnJ/H000/jBz/4Aebm5jA3N5dSnCuVSlJ0enp6MDw8nGIBCoVCErh06TJegNk4/f39uPvuu1PGBmsJ0QI5Pz+PxcXFpGn7AYCtgLoKFP3R751f8X7XopUnOVD3NahrgX0fGxvDxYsXceHChRTszPnT/aip58vLy3j99dfx3e9+F88//zyOHDmC++67D0ePHkWhUMDS0tIBcBJV0FUA7zza9wP7qrw62jsORCLlRf+nskLeSYWOLh0GwQ4MDODkyZMpXmd0dBQvvPACXn/9dfzFX/wF3nzzzRQcrEHhWpVWLRZzc3O4dOkSZmZm0NXVlU6OZxybZ8xRVuWtKSAuZaH7k5WYaUFmDKJm9vT09DRZmXmNlpzws9j4bo2lVGCloRc3U2E9or/2NOM77rgDo6OjeP311/HYY49hYmIimbhIND3mxa0weNSJDJRCnebjCJSovyzS3PSZ/O2WEN8oeSZJFdYuEPQaNdlrDQpO8tjYGE6cOIETJ07g6NGjqbosTXFauErjTJaXl1PaGwO4aHL3IFge6OUBmToWroHwtzNljo8uRlpjXAiqSZZM0RewXu/C0zVLB6Y+xgQvq6urTRuqu7sbHR0dmJycTIGfU1NTOH36NC5duoQLFy5gZmYG9Xo9pRjS5K1lvAmUNXsncgm6cMoDLc5o1VzL2BqdH2VWLhQVyERr0e/R+7g+mSXAazVOhZqYnnCs2qC6VoHmDCtqsQTOtKCUy+UUaMgaJcw+YYrz1772NVy8eBHve9/7EkihyZpCWcd9f38f6+vrKU34woULWFhYQKVSwXvf+16MjY2ht7c3CWWCe55LRXCiNYL4o6nduhadb7hSouDegSjnw3mR3+vrRi3Lam3r7+9PGv/ly5fx6quvoq+vD8eOHUtBnIyBo8Y9Pz+fwMlrr72GkydPDSv6jwAASsZJREFU4qGHHsKJEyfQ1dWV3MYMEtWjP1zr57qJ9q/2XT/TvRzx4VZCT6/lWHI9swQBeWe1Wk1Cm8Ua6Q7UQOGxsTG88soruHTpEs6dO4eJiQlMTk5ibGwsBR5TVmlGHA+i3draSof0kQdqmQkt7OYpx85DWq0DAg6uBYIx1r9hHBYDXQGk1GDG6WnihLtpyI80O073gJ5o/sO6d4AfA0C5dOkSlpaWMDk5CQB49NFHUavVcObMGTz00EMAgG984xtoNBp45JFHburZ7hPnYOjAeR0U/fG4B+CgUNSFoX57kms0KozVl6wCQoW4MvparYZi8VrGwbFjx1IqZ19fX6qsqXnpZApaaZOMVAPAaJImM1V/pzJwXUwuBDnm2l8FGKolXc8aos9RpqzalApIvtvnhHMGXAsK1XfQqgYgBZC5WZnvYMn7iYkJjI+P44477sDS0lLKDNnZ2UmHh1HbcIHl2quvJfVL6xg78+XnHE9qU+4S0HXrAJp/q9bjmri2g/Pvmq1aKlXA7u/vJ7MwY6K491Qh0PXBNpJp6g/HsLu7G8vLy6nwWrFYTFlp99xzT3LnfOc738G3vvUtnD9/PgWJEywxtkvdfMweunDhAubn55OWfOzYseTGo7DV+g+0tmhNBwfv7haOwGgkiDm+HGN/RqQw6X2RwNJMFWqx+/v7Ka366NGjmJubw5tvvpkKWI6NjaWzdRqNRnJLvPnmmzh79iyq1Sruu+8+fOADH8CJEyfQ3d2diuWxWJm6kNWare3iWtY9GgFn3ws6vtF4RntCx0n3hAIUumm1Eqqm1Wsg+NDQEEZGRnD48GG89tpruHjxIubn5zEzM4Pe3t5US0nrWGlZB2aKMmaH40Rg4rW4PCYlUi6c1+p4a2aZ1vKi4qDWGj6L60UzY12BJS/hHtc6OtxrfrzBDwNOgB8CoLD8M+ncuXN49tlnUalUUKlU8Ju/+Zv45Cc/iYmJCbzxxhv4V//qX+HOO+/ERz7yEQDAPffcg49+9KP4R//oH+H3fu/3sLu7i8997nP4uZ/7uZvK4AGuaWJ0cxAxMu5EQYpaVDwWxQUd/46YimqqzkgibVgFgPta1RRXq9US6qUfVM/kYUzK/Px8MjcToCjipXlVT5XlZmAmBReRtlH746Sfe5/0cwdh0XNV6GmshJq2dRP6mGmshV6rG1i1SDLELLsWJMb5VesVN+/k5CRGR0dTLEOpVMLY2Fgaa46jmkK1YJ9nerUiHUdnOp7J44BNx9a1KJ83B0t5jNzdYvxMx1MtKVy/epiapunnCQ/Ohcal8CfLspRlsra2lix+e3t7qRLysWPH0nWa5rmwsJCEAbOEmBm3v7+fihJWKhXceeedqbgc400oaLnH6BrVoE+PqdD4H37upncHjr6++QyPw/L5jPiOPk/BHzVY1qHY3d1FsVhMAndmZgavvPIKzp49i3q9jtHRUfT19aFQuHZUBivl9vb24qGHHsKDDz6I48ePJ8vJ0tJS4kVqYfLYk2jt+dpXAOt8lbzTU941ziYaB65lVwzUisPnRsoN9zIzmXhW1OjoKKamplJa/czMTIr1u3TpUtoH6u6g8kxFU8+7ojWD4IQARfeSW/0j8Op7XzP4CBTornavgvIKBxU61m5B8bYpENV98WMDKM888wz+7t/9u+l/xoZ8+tOfxpe+9CU899xz+PKXv4xarYapqSl8+MMfxr/9t/+2yUXzX/7Lf8HnPvc5PPbYYygWrxZq++IXv3jTjVeAokc6awqvB8j6pDjDVquHfx9tDmcW/D5PCOi1XDjr6+uJgVJTA5DMfLSOEK0zjZPM00+NVRSsGpRqexFockHnwIyLXsef4+WLNWKu+jzfYA46nFzgeTtdu2K7PHOLRdd4Dcdrc3MzBYhNTEykdG2aQLUCqpZX5/jrpvYfH0v9Xy1E/F/XlrsklXE6ANFxdeDpQs/Xrs6zCkvgmptO+6Pjt7W11aTxUZPy+SOp5VMLIOo6PXToUBPwo0VgfHwcPT09GBkZSScqUzHZ2dlJ8QRaj4KuTJY0P3z4cIodYEl+rUw7Pz/fVOPELSe6zlXwaT91TUeKi65VzrMKRl4XCR/fI76nCBwJUNR91tvbi7GxMRw5cgRXrlzBhQsXMDc3lyor0w3GukrHjx/H/fffj/vvvx9Hjx5N4GRhYQEzMzOYm5tLwM4PTo32se97F2w+XoXCtdT0iP9Ga9p5hPIHFZwOGrk2Hdzt7e1hZGQE/f39mJ6eTgUcjx49iitXriQgx/L3HAu16qviTHcLrU1ZdrXqbBSHorKK7fc+R8A1klmuVPLaSLnzdZ7Hbz1DMQ+I/7B00wDl7/ydv9MSDf2f//N/rvuMSqVy00XZIlKtTutb0Oykpl63pujAu2B09K3XuHk+olYxLm4+p9+PIKWvry9pkru7u8knrpodNRbWHYjMcRQekc9XGWC0CPMYa+RTV9MfmaxqNCS9R4WVXuPWFQ/c1X6QmbnrgCCBlhOv+UEtQq0C6itmDYDx8XGMjIykczIo/CjIarVaEoAEJ6QIoOh3DgY8TVXH2WM3OC6+bqOAOh9/t0ZFDFrHVDUh3q/ri2PXKksuMkvTDaYA2s9+4mGWwLUjD9TCWCgUUlonNc1Go9EkkL2SLH3vTMkHkIofzs7Oph+tDqtB5ZxjB9ucRweEyuh9/XI+VRBErj+dp4inROtLgaNaVRnTUyqVMD4+jvHx8ZQ2zPNcenp6MDQ0hImJCZw6dQr33nsv7rnnHkxPTyfXG7OaqCyxMJ7WPdE1o/2OhBjbzfXN+da142Pq6+t6AljHjtc5UKHCS3Cih11ubW2ls7rK5TIOHTqEcrmMiYmJZEliRhjBCt2Dat3nuqelT7Mo1c1EecV1QZdRq7Xha1L7rBY+XSfq0nX5R9dPZBF0kK7jqvMS7f+bodviLB41mW1vb6fMDAYEOSJ1CwqQv/kjLVj/vx5qdNRJ647667SSa19fX5p8VgVkuXumf2lJZWUI/hO129vrZlK2OdrQ7IM+x+MUdFFGDMbHRIGfMhuOVWTtiYStttMFiH6nsRYKUljum2M8Pz+fgt66urqwt7fXlCm1traGRqOR1hKFofu789YT2xYFvHqblYGq2ZTjpms5T5vMA+F5mlHE+L1CrgMUzf5Q0jnWeAsvN66xO2TatHzQkrW7u4vV1dWU0qkaZ6PRSCnKOjZeSTrLspQpV61WU8XMy5cvJw2Y+0tBk2qYCuIj4amf+byqFsw9o0DbQXXenonGmO1Tt6Ue85BlGfr6+lJ21MLCQpoPZqwcPnwYx44dw6lTp3DixAkcPny4qQrq5cuX0yGJFMIKULgX1GWr8x/Fnbhy5GtJv3frNZ/tPC7afzqGVAJ1ffu5ayzHsL6+jomJiXS6cVdXV0rVpUXq6NGjmJmZwaVLl/DWW2/h4sWLKTWdRc6oUDtwJIhm3BTlg8dOsv2+BrVfzrsjGeXjpNYrXet+byQPdd25AvbDAhPSLQ1QuMFpMiNTKZfL6aRSBSmRXy9vsLkIdHO51qqaUwR0/HMyXA3gY/trtVo64ZXnlKyurqLRaKT8dTJO+sQ1I4fvUyHmfcrrq/Y5Qr0qeCOfovo6nZFEi9UFNcktByrMHO1HY8yNxjZpe5WxqZBXrYlaDTOiWK2Uwo9Wllqtlio/MlVP303Sze7jqGsoD8QpmNK1pWvRhZ5e54DayZkU13wUD6B7hVYotaZEZniPldF+ad+iuB21jhIYMpZkfX296RDCjY2NJg2T46opzuyTPlNTiFkBl/uO1lhdKzqeurZ1jjl+Or++1nUP8XsV2ly/EYjUdkTWAh87PUV6bW0N5XI5ubqmpqawubmJsbExdHZ2NgWBTkxM4PDhwyiXyygWi6kisMZdLCwsJOGrLnbf774eVRmJ1qjvB90Luh+87z7evuc5lt6uRqORArL1jDaCE/KF5eVljI2NpYrFzPjhic8cu8nJSYyPj6NSqaBUKuHixYuYm5tLfCMKS6A7X8EJ14JaUSKg4Xs62t86RroPIxdOdK9SpATmgeYfFajc0gCFG5HxAzTL7u3tpeJDTBXTwCNlptEE+ubQBe4AxD/Tz9X1QXCi54EUCoXkOlhZWUkBfY1GIwX6scaJnwzqpf2jtuctnkhY6HMiFw3BoPc7L0sjsla4n1OfrYzZtQIFK9qH6Dl5oMwFDYCmgMRG49p5OvxhEScW9tre3k6Bsbu7uxgYGEhmWJ1vX0tRW7x/Dja0vRrTETEO71srzTGP9N2cj8g1wR+6ETjHXqmZn2vGi7fd2xkBIk2/7+y8eojm1tZWEg508VDI61pWhs/nkV8Q9DCVmIe9eeyAg2gdY1cOtI+6br3PDnA4XvwucqX6GPH5ESjmPHLsaBlcWlrCwMAACoVCOo6E1kE9GJCWAdboqNfruHz5Mt58802cP38eFy5cSMXeWFFXT7fN44cKTqL59j74muGactDva9TJ94rOj65XxptoDIqeiF6r1bC4uJhK/zPlnePFNGWtauw1gqrVagKPHnel1lDvS55s8rUXjaGPja+/PCKAcTDifO56ACQClDdKtzRAIcNh+i3rf2xvb6dTPPXsDS+Co4tThXNkOiNFFgS/JgI9DILq7+9v2vy0nmxtbaU6DkT0FJBMUdNDl9RCwfbr+/IES4SgXYuO3Cd5Al7focxHtUIXHDpOei3fEy346P8ItHgf8+bEXUrqN1dNjcy7WCwmtwQZF887UgYaaS1OeQzcrQcEtx6HEj1HwbS+O9JM/R4fKwWWkVuNgJTX0pJH64GCAU+5bjVf3kY+g9YtrdHBQnFsh8YC+dgrQ6f1x/eXulkjq5WPUQQeIoqANJ/lgFo/j+ZFr+cYq7BQUivKxsZGygDs7u5Go9Fosi6z5sfAwEByndFiyAMS33rrLZw7dw7nz5/HlStX0tEZ5Eu+n5yf6Prx/kX7wQF3xFN9bFzR0jlwXu5Cmm3b399PfXJrh1bo5uGWLFdP0MLjAZgKr/KHxfLW1taS1VbrxXhbnSJ+FqXwRjJA7/G9qqDNwR/HKMp69Xder70/DN3yAIUMhxoRI+8HBwdTPRGmbzEIqZWbx10I0aTcDDgBkILPNECvWCwmP/je3h6Gh4ebIum5IejSoa9U3xG1STebI11vr5vt85gAP3M3jcY+5JlQ3eSqbXABqeZYZ8St5iBiclFbIqESvVfbzoDr7u7uA/foWlHQ6GblPNCnY8vrtD0urCMNyecyWptuUndm5OOn8x4xL50bAjqa9nVuorn1/kdjocLCAYrGkKh7hAJFtWwFvfpbq9h6Km4eMPGxdYARgY1orlvxE70/D9Dk7YXImqNWlHq9ju7ubmTZVQtUuVxOWj95I4PBmcVTrVYxNzeHy5cv4+LFi6kSKoOIWUWZwJHvzLNSONjIW8+63pwXR4pKpJTomCifd+Hr883fjEvj2lI3z/LycrKSEKiwiBvPoOvr60vHYbgcmpmZQWdn54Fqq9G4KOiL+u2uwDzSazT5wMffr3VgqW1S0j3mFni3EN8M3fIAhZuQAp2pt5wEzS1XN4+CFJ0Ibgo1nUaIPGIYeRuOgX40S7PQF902PLukt7cXhUKhqcImc+X9vT4O+k79m/1wRqHXqTbmAWx8vjMBZwwqpPwdyjA5vm4VcMYV+UbzLCsOQpxZ+XX8zhm7Pl/PeNLx471aoIjxD8qc9fnugvM2+BriZve6DHlz7OQg60bASTRWDrK0zdqfKJNKx5/t0LGJwJc+kxYA7wctNhSKnhHENezxLS6c2E6vuOprX8FmnqnawW8eYNbvbgTMAAfrAOk1fLeDeo4f+8+iglSKarVaOgm6UqkkzZ8xcazLtLi4mE6VnpubSzEn5LEaFxHxD6+Ho+Oo+w5ASyuC8y0Hin6Pj18UD8Pv3AXn72MZCC2Nzzi15eXldJbX6OhoGhsWeuR3zNDp7+9HqVRCpVLBysoKurq6mrKGFKh42yOezXnW9rss0PuU/7rs87HTPRnJHL3W9xyfl8f3boZuaYACNGfyMBiMC4oWE80v52/1mUeDCrT26fn3vMa1JIITDdalhYRBU6zHwAWrUeSsXxClkXo7IsbYSiir5uN9pmDlolZzoDNyfa5rLVGbfdG6m8nb6wCllfbVaiPkCfdo3t36pEBsf38/rS363HWjujvLBb0zBL8++t6BhM9XxFicIkYWjXse6FOh7XtGtVTXTNUK5sJUQZxbpPyQMYITVurMsmtFybRqpTJLbUskqHT8fS04OInWl//v85TH3P3+PCETrdkI2HJ8HKAQwDFGhNV0u7q6UmDn8PAw+vv7USwWD6TcLy0tpVL/PDpDKzLr+lQ+kbenHOjpmvd4NfYn4gtK+jxeq+vJeaCOrfK0aB0C10CwFhekQtzf35+sKjpGm5ubmJiYSAeSMqC+UqlgYmICs7OzqX/r6+soFApNVXg5Np5y7RbpVvJA17ryBR8Xd7u7kqXPdD6jPE/dwnxPFJN0M3TLAxRqQnq2wurqKra3t5PFhMF0BAhe0tiZKVM/HeXrO33DRIxLkTP9u4VCIZUH39rawuDgYFrAWZalfmjlSk+309/+t7fJf3yD5vXPF7ULqCiiPE9T0e/zxlDbF20GBzHR5one63PjwjcaQ2VwXiSJQlDjmbg5VVDyvW6CdRDn7YjGAYgLgEXMN2LeEZD28XWQpN872ORz2b8IUFEjjtaEWwWutxbJsHWfuxtI07xVG+f/Opf+Xv6twiBvvvLWjLc5jyl7P7WdCsQjq4GuI7Xw6nrhNZq+rsHKjHtjifWFhYWU2dPR0dHkztDzvDQOzpUVd3fmreEIPCt/cYVG17r2NW8s9bM8RcAVhejeSEizH1QY6QrTg/XojqfLkDEmrJ9y5MgRDA0NYXx8HHNzc1heXkaj0UjHZTATle/gmtSS9xE4aLV/fP34tT5GXH9KPo867xGvJkVA9WbptgAo6ubhYtnc3EwHN/HUWrWkOEBxIaegIG+R87O8haHFoRjJzXbytGLGyhQKhaYsEi0XrRpdnsDxhRgJHH2W3qfI2s3YDm6uB4z8noiUAbBNHoSlPk19l9+r/c4zh0fj5GPl5khlDKqtMxaIcSlsKyP/mQngAcT6t2vseWPpZnteF/3tfcubtwjAuYVBmbRfo6DFnxMxKZ4vk+fv5v++xvUzjj0tAVFZ8lZadCuhFAFY708eWGglbCPy90QM/Xpav49z3hyri4e/gWsHja6traGrqyvxHFb6JgAkIGFJA65rnRM+V9PLfXx03G+Ej0Tzk7fOIyCiz3C+HaUoR89wywQtAQQItKQweFaPGdHsHD01fnR0NJ3nw2QJFn0kACTY2djYSEoga6N0dnYm4OJuMh3XvPH2/vr4RN/7ns+bo7zP8uTDzdAtD1CAa+ZgRf5ra2sYHR1NpjWviULzfLFYbDIHK0UarqNwFZx6Ha0nBCcMsmTa387OTkpP6+zsTMxXT4+MGKD+jjarax5uTvXFqX8rSGnlqona5N+7tqrfX4+5828193LsI8bnbYj6GP3PZ+p96p/VA7BUSLJAGF1kGnBJpuQCxMe+FSDxcY2Ah45FHsOJmFHedX69P1vXvc+ttjtyV0UuEp1njg9JwYW+g32m1YoCQ601+l5+T2VD58CBr/6trh29T/eWz18eAHRqBYD0t/bbBb62IdpDep0KND6PLnG6mplqTG2e4ITp1vwucn/7URJRe7VP0R7QtaB98f7ciND1+3Uc3XIZzZsDE7dmcb1xzTFuh65GL0BIwLexsZEqUzN+ra+vLynTrBCux2YQoGgdH2+f98PHSUn7E7mKfGyU/7uMiJ4ZHUeQp1TfKN3yAIWDTAHPeiirq6upVkVfX1/6HaUbs75CxLScaectCr2eC4uR26yCubOzk7SXzs5ODA4OprQ/FXKeTRAJ2gj564Lz8XGKmE0rJuuMrtV8tDLpKXiKmHWkDTi50HWmrGOU9wx9FpkvcM19xQ2n6bRkHHpMeTR3QLNLhkxNGbm2NQJsEeiIBLq7XvRa/V7HxIW03ud/azsid4633cffwWW0NnyunIlGYIzvcoVBn+lj42srss4pAPRsB31fnlB0cmGt7YwArK8PB+X+HH1GK37gVkIF3HQT6FpmHB+fFbl0ve6NAzufp7x2al/yxi/aG9G4O4DUseB+dgCoLkHdN95G9osAhXuCbjMFJeQHmp48OjqKcrmcyhbwKIL19XVUq1XMzs6m1HnWyfKy9xHvc3dfNH4K4HVM2BfOsZOPg65XP99OK7RzXLXMwA9DtzxAAa75qWm+ZLDS5uYmBgcHk0mNKb40zytIUXSaJ9TzkKkzV2rYGpBL106tVsP29nbyS7I6pmrfrWo5RO/VNisD1fFxBuB9dRTt2ocyHmcW+uxI48hD6a5lObN1MBgJBr3P50yfFQkhttfH0vvBMeBm45wCOGD5olCL5kjb7+1pZSaP1qOOUXSdgxBfR9G4a/+je/KEX953Po95gtb/VoEdXa//K/P1NeeAw/vpz9SxcgUheqZ+ruMVzaE+Kxrn6D2RxVDvjebH26GuDQppugzotolcjgQrbiHRdyuI1PfpGPk8ORiL5jiP/zr53vL16GA4OptLxyiao2hu+Q59lmaEEaQw64fnF7F4m7r1WYuHsmF5eRnd3d1NcUGafarVjX3fR7wsAvAuG6J+R/tav1MFjgBFz8RSi5Kuv5ul2wagNBqNFLjEiV5fX0ej0UgAReNQvGBbNOF5DId/AweFtVeM7erqAoBUMXZjYwM9PT2pWBuApuhwrWDJfkVnUgCx+ZdtUNKFGwkD/Z/XuebrDDtv8fJeLaAV+UsjLSciF6Y+3n6/mnHzhFrUh0jIq/ZM5gOg6Sh1ByeRkHZyBuzmUfZDx96Fa+R6c0YUvScaT2fkkZWs1VjpvHNcooh+Z5h6XzRmeaAgGkdnruyvj0/eHvD9pv3x97XKqPM26rh7270KrH53o9ZKf2ckTDz9k8dtrK2tJSFCi6BalYHrF07U9cm+5u1XvR64prHzHuULeXPufdRnkve1cmUrAMtrI58ZAcGIZ+p8cV4Zo8L6XIuLixgaGkrHZ9Dt32g00plPWZZhbW0t7W8Kf8ahdHd3J1CZR9Ee9XFQGZbnSlWrsl6v3zk4oUzlmtJKud6eG6XbCqBoUSK6eXZ2dpLlRAu2qQWlWCwm4aPPJOVtRv2eP1qYR8/bYcT3/v5+SuujeVCPnPdqmDdCkZDRfuRpbt5HF17AVebhjDRqmzN3Z/p8lr4j0qz1fx1r7Uck/LW9pFameGd+jvJ9Q9McXihcS8/WYDhNDfR+aR98zN1SE42vgwMfc9dafa79/f65m30jgODWH/4ouNc+uc+/FXP3NjpYcnDr4xWBJ94bAQyfX38Gx8THgOAkj9lH+0/dVUqRcqHtuB5F78sT3Gr9o7Cjdk5wzf+1MKFq7ArK9P26vwkQCIoUfPo9yi+8D3k//D7iFbou8sZPeQoDfilkHcBG86K/vd9KHGtNSWbdFJbD18QJAE2HbvLcKcosrbnEeEW1kkd8W8fG++/9iQCIfuffK98qFotNAIqWObq5yBuvB7bz6LYAKMA1jYQ1RGq1GlZWVrC9vY2BgYEmq4bWRiGI4MJ182M04XkLl0hS660ASGnFm5ub6OvrS2nFABLSjibTfaa64VshfyVtXyRgXNvxRegCy5+tP3pImran0Wg0RcHrWOu48t5IMOY9N6+fkWD1eXTTtX5GUl/q7u7uAQHsAc1RzII+39vpbXJriQs2Z0TRuuV1znyicfNnR8woAifaB3UzabsdXLSKl4nGyIFVng/ehbULsVYWGgrJaJx97KIgQPbTQZ322WN3OG/AtUKKeQBH26P99nv8t69bKj7UdFmKnWmxVJgocPijB5Lq+vRxihQTjj3XUDSnCiIdfObtA3+G8hL/PFoXHJs8S4te65/x+a4UqMWZgJDxHe7y4diz9AXjTTo7OzEwMIBqtYp6vZ7kRKFwTfFlrItnJF1PQdX/ff9H/Nbd2/oM8jgN4iVAoSxlf9WN6ON5I3RbARSiVq0qu7GxgeHh4aagVU83pu9MK1fyt246fZdeo2Yut57s7++nFLIsy1KaGWsOaFoxXT0KUFywu1bi/XdG5tqHM1hnHPp3HtPUTRlZAPKYtT7fGZE+p9VCbgUcvd/6bt1saqaMmKMLSG44rUmj9TeiA8y0XdEYROOrc6imaheU2k+2P9JU9TptjzMoHRsd48in3Qr06W9+79YzfycpcmPp2EWAleTxJ5GwccCkz9fr2GbdF8qQoznWsdO265qOeAr/98q7EUXrXskBqVowaHbnqdvFYjG5vVkcbHt7O7kuyXfU/c336lr3vaptjBQ9F1KuYETrid/5XKrbwIFftO98T5Dn+xhG780DTD5frtCxPbTOq7V8Y2MD3d3dGBgYSC6fjo6OVDOLdVVo/VcgQFmR106laN3kgUzthytvPgYKUNR6UihcOzFcy2X8MOAEuI0ACnCwqixPN2awl1Z0VbBCkOLR0I4ifbJ8ovyn0WiktmxvbyfXDgNjuVA1A8QPifOFQoqEYN4iIFOK2u/PVkaXd50v+Ag0uXajz6KLhEzLx5r3u/87j0nnjUEeePLrXSD7muK6Yoox0AxQlNFGTFeZWd48Xm9MHXzmCWMHa62+zwM8EWDR+yNh4oKbz9K2q0DTucyya/EYees9D7joWOUBIG2vZi0UCvnp8ApgHWgok47mUsfNFQAFOiog3Z2p5AIoAgd6LceHLknyJ/IX8ju6GSg0mTpPUKPHOOjY+/zpvHm/fN0TOEV9zJvjPBDk79K58+f5u9ziofxdr4nWuVuCo/b5mBCoUNlhrCKVYgbD9vT0YHBwEMvLy1hdXUW5XE7Krp8j53zZea23QddunszIs0TpfdwPHnui9aJUpvk5bzdDtw1A0U2pAKVer2NrawulUikBFPUBMnCWZeVV81DzZDTAClC8qA6RJGsKcOGxYix9k7SgqBnWNxdNkhon0YpZ6G9lEB4s5wuwFarOE3auaZLcl5n3DFLkP3aAkfdb36l9zHumtj8ivV5N8R4EG5VUJzOPXFqRO8YFIDXWaJwVHHjbVTg6cPFxUsHJ//OsR9E7ou+V4etnOgZ8lwsrFzjaBu9rtFYjwebXR4BI2+f3RtaPvD3Rasw4JlwrahX1ddxqfPPAaZ6g55hrmXbGS/H9rHJdrVaTtutpo6w5w77TXeuFLCMLaMSron5GVjEdl2g8oqy3KBPHSfuh7ycgzVtbkeKhvFkzQYGDsUfKL3gNXca0uhN80PXDmErGqjgYUEtSqzHMA1p5Y6ufuWLUaDRSO71NvF5Pam6nGQtxEbAeSrVaRbVaxfr6eko3LpVKTYFKGjjLo9aVofnzowWoZlEtf65F2Q4fPoxDhw4BQDrunRUIPb3YF7WibwcWziRJEfPTTczvXONwkJG30X3M3dqhAMUpAiEORnwOHMVH/VWXhDKh6P2qCSkAiMqd6/ku7JsDk2hd6FxxLD0eIa8fOsf6jsi0rHOhgDSvz8qMtQ0Oim/ElcM++7yrBZCfezt1jhSg+fPz9mH0o+3Wvmj/NShS1xJ/6zrKAyc6V5xXZ8Q6LtovP1TT97O/m4IhD7Q4ucUuAijUynmy+sbGRsos0WBZBj1ynvQMMx+LCLC5eT8CAdoX52mtAILuMbdaRc/X73x9eB8id3lk0XWg6ECSpEqKrk+6Qra2tlLNrN7eXgwMDGBpaQkbGxsolUpJrmhyx+7ubqjQ+H5xRTvii9Hay5sjBScMkyBf0+wdKvxtgPL/Ewd/Z2cHGxsbWF5exuLiIur1OkZGRprOxeHJwrSirK2tobu7O6V7kXSydVM4A1GtA0BKed7e3k5giEyMgbwsIa2pxdHCdsuHMrXoM1LkslCGeb2F6Pf5O3yT+8bXa6P+RYJBv1f3iTMwb6eOQ5SW7YxIA3q9rZFrKG+T+Xh47Ah/IjdBdL+DAQd6LsiiOYuEnH7nlp1orPIAYivKA6UcF2fieQLZ50P7pH8r+Mizckb7hObpyG3m4xmBEn2mg5A8C6cClAj8eV9176rQzBt3nVe2Bbhm+SNI2d7ebrLg0PW9vLyctHVW2t7Z2UF3d3fTmWAauB+Bwwi4eBZgBAh8zCPQrHvJgb6DymgttuJPCjb0vT4H/hx/ft76i9wclFVqRWc8x8DAAObn51MqeF9fX26GlVpu8/Y814fz02iMo/7qmqeso8uJ7eFcsz9RnZ2bpdsSoDBQlgBlaWkJU1NTyVISxaH09vYmwMDIdV30ytQd4XPSNPCKbdjf309ZRDS5Rlk7ecKPlBclH93DTay/+Z0y6Fb+xjzQ4gw2ekbePS5kHOAp43Frim6QCKT4fDgYcD+z9083L9vhJuto83tfXXjqM9Wa4AJQtTMHN9cDBzcDTvg7so45g7re8/0+/njhwzymz3Fxpqnz5EJMn6OC0fvp1+i64Hsja5SOQR4TVyuRX+MCMlqDJBXUfr+vO7bZ2+rt9LbwvZpNwr1PYdfX15dOKWYwLZMKDh06lCzL0Vz4eEVt8XFW5cAtZnngVOdZ/3bQ4HzB13keuNB7rrf2/XMfA+2Tz7u2j8BRz+/p7e1N8UGDg4MpTnFwcLCpAKif3h1VgdX26bqP5imPX7iVGUCKn/F6X4XCtQBZ9Qy0LShCnHjGoVSr1RRwVCqVkgmNA0twogcIRhYNF/QkfqdCLcuytNkJhsiIbxScRO+JhI9u6FYCWDdfFGTlGpovVt3ovshbAacIsPj3nLMsy5pKOqtGyvdEjMzHhptRC0Hp/drOyPwfpXcXCtdKe7t26/1zxqTWEwdK+pxWLhVtR967I5Dk5OOUl4HUCuBExPsi37s/P28d+N/XE9je96jN7n7jdc6w9b26l3hN1E9tk44RfzTwl225ntvR++rXOODz/6O5J0DRSqeq+fb29qK/vz/xJi1o2dvb2xTs6GMb8S9fo7qPtG3aXgXykXuF9ymv0vfqmnNlUgW0kwMWX6uqOLjSFFlovK0RmNLv1bJFlwhBY6lUSmcjlcvl5Fbp6+tLYFNTjiOg6HwhUgiifaPtdd5EZbynp6dJlnZ0dKSzh9bX11NcZ55180botgUoWlW2Wq2mbB4dXP3RMw+4UJTBRLEZkWADrromWB2QCyvLsgOFvaLTNSNmqX9HDMjBSfQ84KDGEoGZiNlHwk/JGZI/I29hOoOie01N0JG7xC04+gwFBdRyXfNTjUyfo4HO/K3P0ROwHeT5+LUSRtGYKjO9UWqlyTpo1LXaar6u957oO18n0TrTdrYaB22Tz5u/z98DNIMJ38MqKPL6ez1A7WAgb+x0rLVN7hpxPtJqrLXteeTrgL/V1aOBldSCBwYGUkzc4OAgADRZUVh4S9/hroW89vg+abUmVIjqGPn+18+imCEKUn1+HoDLGz9vk8e8sI0KiPzZ2r5orROkMBZld3c3Cf3BwcF0gODa2lqybDGoVjM/VZZEACXaT3ng1vsOXNs/tL5r2Q66BYvFqwVP19fXU/p6O0jWSJGpZvOwaFt/f/8BYKK1S/yEY59AzTJQYKIuE6JhTiJT9bScfZ5vTjee98m/jxhRK/Svz+Oi8fgWUqQ1ahv9h58rY3GNQ39HTFkLGzmwUOaUZ8HwNmvKdp6gU2HF+dL1QObD06j5eaFwVUOOSoN7H72vHKc8V8b1xkzn0JkKxz0PuOma8DH09/E7Z2S+Frxt2o/IqucAOHpmBL4ceOnfeq3vIX0W91yUQRT1QS2pPs6+J6O16MpN3hg7OHOK5ihvX3KOnR9wrztwY2wesxm3trZSzIMGQup9ClA88yoPfGn7fY7y9kze+nLy/aD8OrIMR0Ah752trIL83oGSXxPNGa9jYCktWCyoNzg4iOHhYczNzaFWq6U4Rrp6tGJrK7nhY67vb6UIRnusWCw2AVc9ELdQKKQDcVdXV5OSnnekw43QbQdQgGubkady1uv1pkquDPDhxlPrCQUOhZtm1jjjJ0DRtC8Co52dnaZDodTXGOWGR5vS+xQxSt7L9vBaoNlsGgk23zj+nDxhpP9HgkStEpEPM2q//tDF5oxBmQEZsbctGr9I6Hs/aepmGjo3n/Zhb2+vqfIj55Vt9YOxdG7dzeNaWMQgfVz1fxcyQHOckmt80fsi4eBjpG2LzOStBAvv9UyOaA1Hz9T/3QXgz4ruid7l/3uMUCRQo/gB31suPPU5kWCIro/AR6v1EAmf6H2q4TPtmPyNPIxunpmZmabMEfJHrdmh68gVBu9jJPicIsHtIDoaD+dTkSvF57KV0I7WuM95NPd+fd5aV1ef7isFKBsbGxgYGEggYGhoKJ0rt7Ky0jQfhw4dwtbWVirelgdaozHWsWxl4fI50NonXDNU2rIsw+bmJlZXV7G2tobNzc20zqJ5vxG6bQEKXQabm5upkuvGxgaGhoaaAAo1ZprP/AhxAE1mTKJyoNmCou4dNdUxWyA6m0BBgW8qZfKtNmorBkYNR9E90MyU+Sy2xwvE8ftIAOSBE2oAfI5q70p8rjI5jimZqAMUBSmtxiMaH2Ws/JxWMzVXDgwMJCDCtvT29gJAYg4AEnNgCepWAEXb6OOVp1npdQ4oOM7en+sxHb1PU6W1ra2OLFALTCRIXRjQreAAOLKu6X3+XrcIuYCJQFQeUPVx0bXp4EGFu7tqFAj6+6L3RG1xynMN6prXsdH36rt87xJgFwqFpCTp+Ty0onR3d2NzczOtbZr0KQTVleDj433KW+vX41ut9i6va2UZ9vGP2uGfR23yPefgxF0+0Rz43ER7J8uyVFWc5SeYujswMIDh4WHMzMygVqsl0EKe1d/fn+JRFHj6OGkf8nimj080h3R1K7+knGNiyOrqaspgbWfx5BCZI88/qNfrKQ6FgkktKAQpCjZ8MpXpk5Gre4dAhOCE1hMuIA82i0y/ERjRz/mZmqgjkz1/IqGc9/xWoCe6z32ufJfGZ/B7Z7y+AdwdpXUltNpilAGQB0paWREKhUICqrSWMP1c6+QQjHgBtkajkSx0Gxsb2NjYaEr707FSBsZ597FxwKXARd1xSu66iciBqY6BAxRfK0o+fv65a5g6vzT/OiDz+fC5ZDu8sJkLO7ewadsjoRg9S8fChUzE8K+3X3RsdK7ySMfC94m7ayKhEgFS/83ndnR0pEqfWiCMe4DFJWlt1vpO5J/OY/hcts/7pXPuwMLHQYtl6rP4fFW82PfoObqGdNx8/h1o+rj531GNH98z0bqIwJKOEYt3Mt6E/GdoaCgp2CsrK+ksn0OHDh2o2prHD7wP2l5vR6PRSMVGdY1p/CYtzVpCY3t7u0nWMj3dlY6bodsSoCjToRBZWVlJOeUED1GQrBadUa3JmTcXqJaEzrIsWUlKpRI6OzuRZVkTOPGD5djeaOFof4Bmocz3OSomKWLX9t8oU+UCj8ym13tvHmrPA1wRYvcsGn+2f8a/HZxEZlg+n2ZKFkYaHBxEqVRCqVTC0NAQBgcHUwaWCwJayghO/NwJXYMeZU8AljdGZNKR8HSi2Z5ALgIyreZY36XWDn2Gg4kIZDjQ0vm4kWfwGp1vUiuLSwQ8onH19eN902J8Dtp8bSqo1jXhz4zGXMFS3nc+BrR8RODoRhm/3ttoNJLGTssxf/r7+1Gv15MVhUdzRAXaFDxp+yNh2Eoo6jxSwfE2633+zsiF6CBVycdexzZak9putzD7mvexyZsj7xPnhBYUHjvArJ1KpYILFy6gWq2mVGRmpGpGD5/jffXxdtL96fuJn9OSRssN+WR/fz+KxSK2trZSvOf6+npTKMMPS7clQCEx4FLjUBgAxkF2sKKBskoR0/Sy1USze3t7yRrj6X1RcJ6CgUg7isyKSpEm7e+g1h9tZN2Urq1R8OUx/laAJxIQeePJfmodlOhH35OnzUb36fhpoSHWGyiXyyiXy6hUKqhUKiiXyyiVSulEaq2WWywWU6aYVoJUEziBhc495yZi9mqNUkGu2Rd5Ao7rXH9fz5zuzJHv0B91BTm4iMBNJJh1bXuf+LmDHLaL7fR517Wbt078/UrcC3qNAr0IrCig0nHzPedr+3p7QvsS3c/2OeiM7nFh1OoaAmwqZlS2qBkTdJOP6ZrV9ilY8HGIlBPtN8c0Klvfiq/k8SIf0zyQ4XPo1gK3aPLeqEaTk4NM5a96jV5H4pysr68nq36xWExunbGxMczPz2NxcRFdXV0YHh5OIEXTlB20+bt1jrxN/E6VZ64/WtuYAl0ulzE0NITe3l5kWZayZmu1GtbX15tSjH9Yum0BiqNSZvPwdGOaMwcGBhJgITjhggXyfclcsJrBQcauKap63LkzX2+vbgISGWAeYIoENJ+Xp1XkaTp+LX/UWqNjq8+K2qbP1E19PWGjmTHKGPPOMHFQw//5HP2bpmoGoQ0MDKBcLmN0dBRjY2MYHR3F8PBwCnAGrpWjbjSu+eup5SkIUaGmhbFaARSfB10P1wMoFLS8Tt+VF9wdCUGCUG+vAhUX2Aow+F3EiNUCpH3hfnCrjfvQfa042OS60AB3ZbAR4CEpKGL7vS3aTreO8Tqfu0gQthLU/lm01zy2yUGBP1P3VSS4WSZ9c3Mz8T3Vjufn57G+vt6UOUJXUKSsucUpEuBRn3Ue8wBF1AfndwqU8sZS3x2BfR/XiF/pe6M553MUmChwU2DrQCzLslRHhK5nApS+vj6MjIxgZ2cn1fdi3BAVLVWSgPyzkK43J94Xyh/yzP7+/qTUsbbY7u5uOl6GQb3K835Yum0BCnAt+GhjYwP1eh3Ly8tYWVnB+Ph4Ek6Dg4NNWRs9PT1NWTnuZuDfbkHh4mJApcYukMnr/RGQ0PflLaw8pKvP5u88huibQjcKma4+J4pjKBQOntTKPvg7IjASaXcqbKKzJ/ICePm5+ss1u4qfadyRApRKpYLx8XGMjo5iaGgIfX19KBSuHfbIqPRGo5G+45rxg9OUATl40XFWrc3nzudfGZpep0KYgEgBCoCmsXEmy3XLe9XaowCFz/MgYL7DXVg+Dm6hcSCk4E4BUR4pENVME9277Ku7x9xVpH3Ja6/+uPtHf0f91/nRMdM5dsuU/7Sy6ETavj6f79c28pmFQiFZSejaLhaL6XA6nrSuAIZ7i3FhDngjPhOtZc5fxPMiS2+07lspR055Sqa+VxUyP5pBFaCIb7kFlO1UAa/3uoWC9zEsgYGyysMGBwfTXq3X62nONKuHFny2IQLQ0RjkXcP20eJMcDI8PIxyuZzcO5ubm1heXsbS0lJyEf6oVWSB2xig6Ebc2tpqQnd08+jJxnpooB5pDcSLnouMv5kqtru7i6GhIXR1dQG4BlAiBq4MRJ/n4MQBBZ+l7dPPI42T79H+RBoCn6MZNA7U8hacWzEil0yey4b/a8q3+sfVuuVaNJmnxxPxeq11Q5ee+nBpruzv70dHRwd2d3exurqK5eVlzM/PY2FhASsrKwCQoupp3qSbkO/zvjLOJZoPvTZvjV0P3LlWpiAimgttB/93IegWDwUOupZdMOq6yHPt6KF1GtzXymLjAkTnXYOcyai11D4Bke4Lj/+J3E0O+PLalaet6n7UsdPxy7Mu6fvI5PX9EYjRMXcw4PPH8djZ2UlrVPcX98Xa2hq2t7dTmXVPOXbrQN469fWhVhb9nv0jSPDnsm/8zXsj8BHxT/7tgELb4/skWn95yqWOe7SPvb/aXl1HPEtOkwKYelwqlbC3t4dLly5heXkZPT09KJfLKauHGaR5ADb6HY2rjk2j0VzQb2hoCOVyOVmZG40G1tbWsLS0hGq1itXV1aaDd38Uum0BCnCN+bB4zPLyMpaXl1PpYCJCBygah+ILXf/2Al30uXn8iZqH2S5fyHnWkwhMsF3R9cowHGCpGdU3rW5QZZwUupGp3NvkWU0qGFVYqlbvnxOQ6FxQ+Ch41GeQoRJ0aso4rScMhtWsBbWCdXZ2Yn9/H7VaDYuLi5idncXMzAxmZ2exuLiItbU1AEBfXx/K5XICKaVS6QBIiZ6twMrBpMdN6Ji6pukWJAV5KoCjCrrROub/FFIOiny9qkDUteV/673aZ+4Jrars4MR/R2uaY8v1ocBUx9lTL6N9oe0EDpaGd+uJggofH9+L+hx3wTkA1GvyLEx6vbue2BYHPXyGjrmeNstgb00r7uvrS3UsGo2rsWHkl2oR1sNVXQA779L1qmsCuFakMU+5cfCn7/NrIssu+aVfT96mFkffAw78FGjp2nQQon33Zzqg1+uy7GqyhfMFnulWLpexvb2NmZkZVKvVFNzMvaAAV3m+j0lEeW10gELlrLOzE1tbW6jX68kAwGSUH9V6AtzmAAW4VkKdgbK1Wg1ra2spVkQr4rkmViwWk6/WSQUvcG2DaQVSzU33TUMNF8h3+ZCc8bsWHjHfVvf7d77RVZOILCYKZgA0CeIIpKjA9oA7v05LOSvoUBCp2h7nkNYwutfIaNTFo+8lIyfjpoVtZmYGly5dwuXLlzE7O4uFhQXU63VsbW2hUCg0BdbSPUh3D8GVvlNL50dpknljzba7q8oBiV7n1yi5ZY2k92l8js4br3PBriApahe/yxMkkTVABbu7Z3y9OgiM+q3PbLX2XXgpEIncKN4u/U7BCq0fet6K8gW3bDiAUICkyo5bdyKXkL9XT5mlps20Yc2cIUDZ2dlJ8861rPyJqaWqsaslRHkcx0fH3efIgXjedW7NUFBEa4iuzzz+yPlTV0wE0HVuVUFUV5m6edkeBy9q9eH+Zz/1frZta2uraS0CV0FKT08PKpVKOvNmbW0tyRyeQq3B8mphc+U3jy9oOxScMtNxYGAAhw4dAnC1HtTy8jKq1WpKRPlR65+QbmuAogyCZ/Mwm4e+1ejwQNWyKZgcTBQKhSatWAEKrSqqweX5ilXb0+90ciOkTXJzu7fR38f/o+e40HPXDn/rplKrh4IUMrpWPw5cuMEYiMUYIQUDDGh2Fw5/1M1CRqB93NjYaNLgWVhoaWkJc3NzuHTpEi5duoTZ2dl0yCSZOYADLiNqFpFg9wrFHEsVJhEj1nF28OGM2YGfuycjQaombs1o8nGMwEsEkrTPuj5U2DiIVesZr+eJqHlaXLR/uFfoe48sLpGGrW5VbX8EtLTooD7PQX2r9pEP5WVJKZAhUFG3kFtP1EWmgMev8QJgzM4hUKF1qaOjI61nrgv+UFGgoOIa4fP8fDGOUcRn3ALC354hE+0JtWhH1opIAOt+ygPtbmWIBCvnUa3XjFPR9aTrzteBr+OITyvt7+9jc3PzwB5mYGy5XE5FSGnd0Jgsglf2KbJoRMDL+Sdd56wcyzpR3d3diafWarUU40mAEinbN0u3NUAh0f3iZe9pMsuzouRljbj2pj5i3gegiakoAIhMbs7QdBPq9xGzdfINHIEY3zBkLO52iQSOB55SaKtVxK0H6nahEHVXC5kkLRSlUimBE2ZbqZvHx4cBZqpZKsMno2aNBwaj0XoyPz+Pubm5ZDWJqiFGoCFPwEXfcT3qPOWRWoH0d3RNBPp0LbVaT5GlxzOpdK61He6CioAJf3vpdAdw/m4dM9VY9W/OLeeUgpLjpe117Z7jpz+Ru9GBlV9/vTn0sWHf84SFW2jUGqMKl1pC3C2ma35jYwPr6+tNh7jpWHFtaMC3Hg5IC2ZHR0dKOuAzWdLcT2nXOB237qhAd57q4xkpZ84D3RqXB4zyxloBvY63A1XlpVz7rYCI98/3XR5o0uvpglP+Q0WO9ZsYxE9FiW4eAtTIosN3OYjTdhCQUUaqNZvv2t/fD9OL/yriT4B3AUDhQDPdeGVlJbl5KpUKOjs7m+ITPJtHETPQvJG4oXXjKUBRrYb3OkJtNYl5lhPfDGoqBA6WAqfGHAEj4OChh8603TXDHw1idY2bG8iPbtcYH7pi9D5eR9cJXTaRa0aZNesHsLKrmtO3t7eTBrm+vt7EoFnIb3V1FSsrK6mgnx505UxH68KoJYPfR9+10pTyKHpWnqXFGbxaSVpZ4AAcAAUKzPUzPwpCQYqDM2+Lu73cYqPFwjxuJwIX3HMEJ2oZoNmdrgn2Qe9TIeMgUl0aHs8UAam8eaHQV/CnY+iAKAJJ/NF3uBvHXWX8jutbAQX3B4GN8ib2Ry2/WZal9gNIAEWz2/y5fsquWoIiixD76+QKmCt4CuZUCeR3/nfEb31vKU8leNHruLZ8L/m79ftofUSWvTz+TMVL9yH3Zn9/f5JntG6Q/9LCFrU34gP+/v39/SaXu8vHjo6OBFCo+GtF7TZAuQHiAt7b22sCKKurq9jZ2UmDrUGyfi6Pm4zVfUGtghuNyFKD2FpZNBxI6KJ1oOELTd1L9BX6RiO5eZTk4MM1Wjfv6zXUMlWYMSZkcHAQQ0NDyQpCsKGF8SI3jwtCgsvV1dXEaDc3Nw+AD4IMMkwySTVz648yS/rpVQtUDTBiHHmbPfq7lYZ9PboeU3EmmKextSJ3zUQASwWqM9zIyujXuaVHAaquJ7Ws6fvcgqJAlYyYc6faeWRB0TmNgJW2w12S7qpqZUHhtZrerim9CnR4nQaJu8vN3WLadnX/kdhft7ho9hRJ++NKgFrkHNArsGcFUe4/df1E6esKsCJLsv74enbrDOfS94Yqha3Wrb5T3a9+rwJdBzRKkdUy772tXC/6N8H4+vp6AiF07RCAqrtZ51THThUq/Twad3Vna5Yr16J6Jmid06D0H5Vue4ACNGfz0KTPVCjNEPETjjkJqmWoNkimQMapzEcj7wE0MUnVAiKBoN/ROuIM3zecxzT4xvHFqSBLGSHHQ83+HR0dB+IS2CdtS0dHR8pyGRsbw/j4OEZGRlKmizJdjl1kWiVzJKAkqKzVaqjX6ykuRJkuNy7NzW72VibpmrhqnXnAJFpT0d9OPwo4uR61Aiw/zLNagStfo9E7b+T+PPcP1w+FbQSEVIDwf9fOVdg56IqESd6eUqCibYvamDfuus80tT0CJ2qVVCCjQkHv0etUGLn7lIoA47lUAEcgDUBTjBbLDbC/VPRoQWHiQbVaRbVaxdLSErq7u5Opn0qCKgKeHaV7DjgYVxcpVgpYOf6teKorgJESx+dG683XSN6e1++0PxFw9zUTxYvxHj5vb+/a2TvcP/39/UkxowXFrZAEW96HqB/8nEBHD9XVYP8sy5rK89N64krAj0LvGoBCTZyuAOb4A0iToOBETcO+kckkONHcZLxftRD1dQPNtUgihp5nMdH//Rq+Lw+Ju9agGqIjZA0SjkzZShoIVSwWkzumXC5jcnISU1NTGBkZQX9/f5OlhWPjZmoyMK38q4yPlq+I+WnWAzU/ZcTuo44AXJ429KPQX+Wz/jqf3QrYROv0h3le3pq+3g9wMFaLf7vAdZeAtyUaszxgdTPtyxsDdwdH7iT9TBUGdQ25BVNj5xT0655mZhsrZtOC6fVi2AfuQboUCPTpBmdCAVNN19fX05lVejCqBmcSzHGfd3V1NWUsRdYUTyiI5s2VuDzLZt7/vI+WZ79XXbbAwbPM2Aa3sPDH3at8T2QN8rZFyiTbpHJM18qhQ4eSq/vQoUMoFApNSrbKsWgcta8cFy+CSNmm64VWHVq1/yrdO8C7BKAAzUGUNEMy+MiZQpR54RqgPpcbi/cAzVHTaiJVsMP7I60uz3ScpwG2Yv56bRQASY0scm9pX1zYq7aqmmGpVMLw8DCGhoZSIR+affXsGjU1E2DQEhJZTRgbEqXRuVUkAh/R+Om4vpvpRq1FN0M/DOjxe64HLq4nyPL20M20Ma9NNwLWXHvPc6Pxu8jl6VYbj+WJAIyWJGfdCoIJpoiqNkyQT+sIY0rI13RPHzp0KFlnBgYGsLe3h42NDfT29qKzs7NJAeEYKBhi6QZ+3tHRkSw1BCxAXPzOxz2aG+efujbylD797TyfbYmsDpF1h89wa4g+IwIk+kwgv56RppmrRY0xQAQX7oqMxtMBk44D+bnKBcoxAiUvuHgj1ueboVsSoNxs5zmgNI+pdj4wMIBi8WqpXs0A8fRUF3CRaZkoNTI5OzpVVOuLRa0VbhlRi4UjY18YCqQ0/Y99UgtIo9FIx2W7L1cZjqZM60Y6dOgQRkZG0obZ2NjAyy+/nE64jIJXNeLfg+m48KN6EDcCQtr09tNfB+j5q2zDj7MdNwp2WllpXEnSv/V/VT40RVTdt5qxA1xTQtQyubOzgyy7GofA02tLpVJ6FkFKR0cHdnZ2sLy8jLm5OVy+fBnLy8vY3Nxs4n0qJN0NkBdvBxzkga4gtgKl+i6SAhC1utHyEbUjEuYOQPKUTwAHgmsdFETWE7adn3P8dJ55bbFYTJYVVgj2Z7lrr9UYuotVLTdra2uo1Wro6OjA6uoqVldXk+LoJTVa0Y1cU8huQW5+6dIlHD169O1uRpva1KY2talNbfoh6OLFi5ienm55zS0JUBqNBl555RWcPn0aFy9eRKlUerub9K6mlZUVHD16tD0X7wBqz8U7h9pz8c6h9ly8cyjLMqyurmJqauqAtd7plnTxFItFHDlyBACS2bFNbz+15+KdQ+25eOdQey7eOdSei3cGDQ0N3dB1reFLm9rUpja1qU1tatPbQG2A0qY2talNbWpTm95xdMsClJ6eHvzGb/wGenp63u6mvOupPRfvHGrPxTuH2nPxzqH2XNyadEsGybapTW1qU5va1Kbbm25ZC0qb2tSmNrWpTW26fakNUNrUpja1qU1tatM7jtoApU1talOb2tSmNr3jqA1Q2tSmNrWpTW1q0zuObkmA8ru/+7s4ceIEDh06hEceeQTf/e533+4m3Xb0rW99C3//7/99TE1NoVAo4I/+6I+avs+yDL/+67+OyclJ9Pb24kMf+hBee+21pmuq1So+9alPoVQqoVwu4x/+w3+ItbW1H2Mvbg/6/Oc/j7/xN/4GBgcHMT4+jp/5mZ/BK6+80nTN1tYWPvvZz2JkZAQDAwP45Cc/ibm5uaZrLly4gI9//OPo6+vD+Pg4/uW//JfpYLY23Rh96Utfwv33358Kfj366KP4kz/5k/R9ex7ePvrCF76AQqGAX/7lX06ftefj1qZbDqD89//+3/Erv/Ir+I3f+A1873vfwwMPPICPfOQjmJ+ff7ubdlvR+vo6HnjgAfzu7/5u+P2///f/Hl/84hfxe7/3e3jqqafQ39+Pj3zkI9ja2krXfOpTn8LZs2fx+OOP42tf+xq+9a1v4TOf+cyPqwu3DT3xxBP47Gc/i+985zt4/PHHsbu7iw9/+MNYX19P1/zzf/7P8cd//Mf4wz/8QzzxxBO4cuUKPvGJT6Tv9/f38fGPfxw7Ozv4y7/8S3z5y1/GH/zBH+DXf/3X344u3bI0PT2NL3zhCzhz5gyeeeYZ/NRP/RR++qd/GmfPngXQnoe3i55++mn8p//0n3D//fc3fd6ej1ucsluMHn744eyzn/1s+n9/fz+bmprKPv/5z7+Nrbq9CUD21a9+Nf3faDSyiYmJ7Ld+67fSZ7VaLevp6cn+23/7b1mWZdmLL76YAciefvrpdM2f/MmfZIVCIbt8+fKPre23I83Pz2cAsieeeCLLsqtj39XVlf3hH/5huuall17KAGRPPvlklmVZ9r//9//OisViNjs7m6750pe+lJVKpWx7e/vH24HbjIaHh7P//J//c3se3iZaXV3N7rrrruzxxx/P/vbf/tvZL/3SL2VZ1t4XtwPdUhaUnZ0dnDlzBh/60IfSZ8ViER/60Ifw5JNPvo0te3fRuXPnMDs72zQPQ0NDeOSRR9I8PPnkkyiXy/jgBz+YrvnQhz6EYrGIp5566sfe5tuJ6vU6AKBSqQAAzpw5g93d3ab5eO9734tjx441zcf73vc+HD58OF3zkY98BCsrK0n7b9PN0f7+Pr7yla9gfX0djz76aHse3ib67Gc/i49//ONN4w6098XtQLfUYYGLi4vY399vWkwAcPjwYbz88stvU6vefTQ7OwsA4Tzwu9nZWYyPjzd939nZiUqlkq5p081To9HAL//yL+Mnf/Incd999wG4Otbd3d0ol8tN1/p8RPPF79p04/T888/j0UcfxdbWFgYGBvDVr34Vp0+fxrPPPtuehx8zfeUrX8H3vvc9PP300we+a++LW59uKYDSpja92+mzn/0sXnjhBXz7299+u5vyrqW7774bzz77LOr1Ov7H//gf+PSnP40nnnji7W7Wu44uXryIX/qlX8Ljjz+OQ4cOvd3NadNfA91SLp7R0VF0dHQciMKem5vDxMTE29Sqdx9xrFvNw8TExIHA5b29PVSr1fZc/ZD0uc99Dl/72tfw53/+55ienk6fT0xMYGdnB7Varel6n49ovvhdm26curu7ceedd+Khhx7C5z//eTzwwAP47d/+7fY8/JjpzJkzmJ+fxwc+8AF0dnais7MTTzzxBL74xS+is7MThw8fbs/HLU63FEDp7u7GQw89hD/7sz9LnzUaDfzZn/0ZHn300bexZe8uOnnyJCYmJprmYWVlBU899VSah0cffRS1Wg1nzpxJ13zjG99Ao9HAI4888mNv861MWZbhc5/7HL761a/iG9/4Bk6ePNn0/UMPPYSurq6m+XjllVdw4cKFpvl4/vnnm0Dj448/jlKphNOnT/94OnKbUqPRwPb2dnsefsz02GOP4fnnn8ezzz6bfj74wQ/iU5/6VPq7PR+3OL3dUbo3S1/5yleynp6e7A/+4A+yF198MfvMZz6TlcvlpijsNv3otLq6mn3/+9/Pvv/972cAsv/4H/9j9v3vfz976623sizLsi984QtZuVzO/uf//J/Zc889l/30T/90dvLkyWxzczM946Mf/Wj2/ve/P3vqqaeyb3/729ldd92V/fzP//zb1aVblv7JP/kn2dDQUPbNb34zm5mZST8bGxvpmn/8j/9xduzYsewb3/hG9swzz2SPPvpo9uijj6bv9/b2svvuuy/78Ic/nD377LPZ17/+9WxsbCz7tV/7tbejS7cs/eqv/mr2xBNPZOfOncuee+657Fd/9VezQqGQ/emf/mmWZe15eLtJs3iyrD0ftzrdcgAly7Lsd37nd7Jjx45l3d3d2cMPP5x95zvfebubdNvRn//5n2cADvx8+tOfzrLsaqrxv/k3/yY7fPhw1tPTkz322GPZK6+80vSMpaWl7Od//uezgYGBrFQqZb/wC7+Qra6uvg29ubUpmgcA2e///u+nazY3N7N/+k//aTY8PJz19fVlP/uzP5vNzMw0Pef8+fPZxz72say3tzcbHR3N/sW/+BfZ7u7uj7k3tzb94i/+Ynb8+PGsu7s7Gxsbyx577LEETrKsPQ9vNzlAac/HrU2FLMuyt8d206Y2talNbWpTm9oU0y0Vg9KmNrWpTW1qU5veHdQGKG1qU5va1KY2tekdR22A0qY2talNbWpTm95x1AYobWpTm9rUpja16R1HbYDSpja1qU1talOb3nHUBihtalOb2tSmNrXpHUdtgNKmNrWpTW1qU5vecdQGKG1qU5va1KY2tekdR22A0qY2talNbWpTm95x1AYobWpTm9rUpja16R1HbYDSpja1qU1talOb3nHUBihtalOb2tSmNrXpHUf/H8+nSHebfJAjAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.filters import gaussian, sobel\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as mpimg\n",
+    "\n",
+    "mypoints = np.load('mypoints.npy')\n",
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "\n",
+    "smoothed_img = gaussian(image, sigma=2)  # Adjust sigma for scale\n",
+    "gradient = sobel(smoothed_img)\n",
+    "plt.imshow(gradient, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "smoothed_img = gaussian(image, sigma=2)  # Adjust sigma for scale"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbbbb83460>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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kgCEDDtl4cB+y7YDMa+PGsaVOx5Ncpm6/KmWgVvvCHgZuo/PqlNZoiZzy1jJ1TlzdDtxqXxUIO5mWrcUaMW+7dmeg0fEG8zcfz8dYOQPi+epFGQDKNaRMOGZCLlMCmVB36RCjwUeBtXytl99rC5Y9FUD8LOgyS5Upi39B+QxyeFsGVjQHxTqAUhIiJUuvZLXVFFgrlUBSSTmWFF5NEDuvVgZEMzd/FqyXKeCSFwVp9IRHxNHlb7yNx6fRIsK667X9rQBF252No+PrLL0DE0waH1TiSS2D02bbkto3BQncF3eazW2BaN01qvG0S68ghX8vbQ9yOjdHqvRLW1laf5aWZRPS8HUMGUhHmeBzNiYdUHw+ghKmAaA8R6TInhewBkO5fDXlCiXOgX2wRBwqZ2IvSAkAqQLK3I81gavfeSzUeoqYfG4OW0YcHInAyMx7gnJK9dfIgTkV5E65ZUoo+y0TTE748pi59miZJYFbqkPvudF8WTCia7uz5lGGHrvE0cuumwwedN4yrcd9zniuRKokmWrbcq7sFgWp+Vv5B6TrGPPDij4DXTpP0wATV3/Ni+KAScbHNRmonhMn99yptFp7lacBDvnuJV5nJWMDdTBPKjgZ6FkaAMo1JmVCXkTsAdBTJC2CldOyEtcgwta9zOx/VT54r1nUrnzth/YH75kgZXDibiXlMXOBkSXA54TitFaMA1hZupNSllfbr23h79k8lMp2gpvHt0Xxcn7UBeAJixInGtRTxg+R06vwUZ6b3xYlz/+5fmT8kqV15TvvZQkYuvJqbVfQylSKOcn4dlpgpKSGzEm8Am79O/nn0kVM3jPEvzmjjOsstSdiEpyUZKQjDYBlT3RJRj3faAAo14hU4AFAKMJnRavCFu9OELG1zGWrh4HP6bsAVbSvRrztom2ZmTn+LA/9H2VkIIDfdRwdONG+sTBQqyQbS2cpus+ubdNYti6NA2sujRsLLTfz4tSsuIy3Su0o8UpNmEKh8ykvdnfrabauO4ox0uves0cftAp4XWe1oE3tYwYCSmOic1RqZ63saXmnRjVjY1pQou+j0WSAqQO6mcEA+aLlc9tUDoI46NTVi/wt4+VkDE5dskxybdQyGHRrPFWJj59v3pUBoFxDYmSvwatYsPrskcxyyoSlKzviaOvIPQ04om3/WuttBTJsCbS4VjUNl+UWqAN2DL4ygd+itBwwyTxbOj5Ir/W6Ohwx6MzKq+VzLnrXnlYF3qIk3fcWEMq8i5gTHLeEYhqNRhPP6snWCQMNBahMCtKRB7+VYk1cX2vzr2lq818qp5S+lKc0T47XS2B8GgXJwKDkVWgFyVw/e4oijhuBnMa1IQOEWR85XmpmZmbiQZ3Oe1MCKJBd7BHEE+65Ly3xfDc7DQDlGhKYK3s4Fj+OnYWveiqyRa0AhYMJUY57bLyWA6pZ7JymJPR4ganbkxc6kztpULIi1DOUeU+y/qoSn0YhnNSyBCmYUG9KSbhlddYEbIlqCovTlPqbgTcdY/6fvSc4bukCoGsPy0N5Ov/aBl5/6jVhgOLGw42X+29anqopocxocWC0BpBduSflfc3nQAgDBBdn0coztT46cMmAS8cw2w5yY8Gyi8GOq1fXMctvNa74gZRzc3N9ORpAq0fxn09elAGgXANSgafbO1CweNjZ0tLSxPXcqsRdgBt+57si2HJg92Ft+8gtaO1PC6HNvKjYouBAMhUKqgydNcF9y7bGkKc2P1l/MyVfAmTIp2WXyIEULauU15EDPSVAWRKoWfmZ4td0LeS8i/CeAIgAYCt4d4CCeYb7yKRAJVNuSjyOCihraVrJjf00vJABmZa82e88z46HFDTomirxkvutNGdclnpju27ygY/TjqO2yeVnuQMZxzIevJyBCR4bgBM84gRPsuZ1cOnSpZ7voQOeT+AkYgAo14wUnLD3BE9JBThZWlqKxcXFHqBEHF0QFDEZjMcom8EJB8YyQtermNX6dwJhGgHrFDkvVHddsxNATpEquIPgYQ+KO7nDbam1t6VPXFammGrfs3oyQOCA4jQKKAOCLq+ClKw858bO8pRAV5ae+d3FT3H7wRcMmmrjoX3PgLqzeqdV/lk/+XeuN5uD0pxkdbk+TjMXWVtLaRxAcXEVWfvc2nVrIGIyriTzork+OKqBUvU6AyzgYaxuLjnOynlPQAApACjY3mSvYulBhM8HGgDKVSYVOhq8CvS8uLgYy8vLsby83AMUnEpgRmdwwuXzzaq49wTla/BVycOQCWb+PyJ3tSr4QfrLly/3loY+Iycri9vhrGtun55+ysBXBrQyC69FILeCgxbKwMlJ8rl2cNoaeCuVoZ6GWjsyHuEtPz3+zq7s7Emuaq2ibQ4oZ8qnBDZdmzNg7fp/0vnkfjiwWzMYHOh0Cr/Utml4ypHm16B4VeLZ3Lj5cDe4lsjNn/NAOLnBfeFtavwOvtS2luJQ8Jl5nmOrFhYW+kso2YNy6dKlCSMPZbjxvhlpACjXiFjJsvUP1Ly8vBwrKyuxsrLSAxR3ukGfG8NKmy+xwoLQwFgVrplQblFYzlIq7csySFFllAEEB07USuKoeRVYKiRq1qSbNwfSagriJKTtUYFWqy+zmrN6Wn/n/3lOp+1/piAcKFEwDZDNgpl5y23jZPPq2l6yml3bXborUfrKo86Dwv2aZuydt8IBHf6ttCbcGuXf3Xrmukpbbm48SvW7trrv2TwyUGC5qQZNaW5hRPLjPrjfDtQo/wPg4Anci4uLPUABf8MAxbrAls+0oPI00wBQrgGBwfWGQAjd5eXlWF1dnQAoABXIrxZixGTMCcAJexY4MhzeGM3f0naQW+ToB8fFMGBQL4gL8nLAQvO4K/tZoWVBtfw5s9Ayxa7ClX93Vm1tHJ3waGmTGxdnVer3DHzWKGtnBk4yvuC6FYS49ApS+JimWo0Rx0/oOEXM7WgFqrX3rI6aYnd5tH2lfAomWssv8YECoIznlbL/amCflXXmNUFanVtXF495CcwwIND83Fddy25MVG4qX7v+6gEBtx5wihPb/bj/h4NkDw4OLLjnbe2bGaQMAOUqkhOKClDAjAAny8vL/Qketjj4MwMe9/wGMCyiwRnsuGAyJlUupe8oj8tlxcJeHrSfvScKIDSuQAPE3M2xam1zeaW7WHSetO/6e/Y5G5esHgdmSorJCUwet1ZhVAM0NaqldwrApWFQ21KnE+QReawCkxu3bOxLICvjC/2cgWxNV2unqxP/XYnyqXkatJ6roewckHWGUS1o33khSn0Av7BHw80t/jupgaH1aZ9ZfqMPGZCCF2VxcdHKPDZI9/f3bX/44MHNSANAuQbEwIIVLBAzAmOXl5ePBceyksc7AxO8HDjRK9+5nMwKzr6XiBe47scicAz/wxpgsJYFPvKzdvTptfAOuTtjUDY+t1JpPFyaacpV4Zt5OGrCpWZpZ0K+1CbOp+0pKWf+P/OeTMNXbjychyVLm7VRf8v655SYm6cWa17TZ/W7MqZpezZvWm4rOQBXAmv4rUUpOvClY46yWD6wUdbSF8cvLXxXK8vl0z65U2VaHhtznH80GvXP74GBxf3f39/v5WcGuDIeulloAChXmZhZdYsHqFnPv/PWDt71iZd4PDfACV+zrJdYZeCkRfhkfWJryHlROGqdt6ciYuK0BeJS2K2POrAYFZxgawz9xH0Y3E/nFm6xlKYhBzayNKpYMqWn3pEWJdQihLM8Lt80ShLpM+tUBbD7j98zpXSSI5WZt0Tb3toPB/ZKebJ8GcjjzyUgpoA3y1Pqq2tn6Tvys3elRC6dWvpIp9sVPGas6B2fu3rcmLT02fW3VoZLz+VDdrtxUN6BXFNPDPNPBlK4vJs5aHYAKFeJdIFBwWLLghd7djyWFTQuruIXtnag/BmcAOw4ocUMzwtcrcYsLwsEABAmPZmB/rLiUcCRARQeMwgzvnGXvUTaVkc1Ic5p9HMpX2s6918GTrJyFLxciSAqAYdpy8l+d/zDcx8xeVzeAcxSf92WQc3b0dp+LTNTuFnaGjjJ2lECO7r+8F7yMNTa6kBzlj8D1Vl5GalyzmI4amNeardLm4G+aUjnVueBt3UUaEUcv1SQx0Bj8hjkdF3XX17oQAroZgUpA0C5CqQMqcfEwFjz8/MTTIq0GvzKWzkAJrhlk8EJ37Cp20S62J0AKSnfbDFn1gqfvmCg4h4njsWcCR8FMtxP3t5xFm7Wh4y0Ly2AZtr6MguwVUk6q7+UBr+5PJlCVCE+7TiULP8M3OpJrSwY0SlLfHagoLW9zuKvgYxWr0kpPfdNP7s2Zr9PC05UFpRASitvcnmaX2WFKuWIydM0DgTgVQIXjqe1PMgVPinpysJvzP+1cda0CrxZzmvAv3qTs3UHrzKPC8ZPeeFmAikDQLkC4sXN4ETvKMFRMY6x4At5Dg8Pj3lMONbEbXmw5wRbHtyWVmFZU6raRyd4OA9e7KIFsVVQahN+Z3CS3RqreVwbMwvPKW4ti6kFVLS0bZr8mRLL+lbyFrj+6jiBamC2BghK/zMQUOEd4QNqa0rKpa+l0/nIlFUtTwaUWhRFZhE7ns3muDTnrj3ZesjalwGCDNy4djmAgisIWKlnD1RFPZkMcnJBgU82TqV5z/7XOdOAbgYp7qZkBijwCJeexTYejydO+KBO7jcbbjcLSBkAyglIlbaCExfQOho960HheAxmuPF4HDs7O7GzsxPj8bg/pcPWEjO0Pt1VrT+2RjNhnVnN+tml5UWmaJ7brAK4dDyU0/ItonynC/ctUwolAZz1Neuv6/80lqvWUwISWVtL5MCYKz8DYzpOJYFcs7ZbBH3WbwYoGZBsFbyl/mXt5Ho4XUmRt5TTqsy17TVeaikDn914toD2WvqMJzS/nsbJrgpQrwO3h+Ub14cbXblM3SaqGWsnBSlcTiZD4PVwD3Pl04+ZAcafd3d3e53BR5AzWXsz0ABQpiQFJwxM4AkBMOFbXvEwKOf2293dja2trbh48WJsbm7Gzs5OHBwcRMTkdcg4QgzPCX7jSHIOUG1RJPpZGdwheuedYNLtHn5p+1gIoBy2KPDiNigwcVsDamm1KHs3Jtn3Epgr/e5+y4RjS7tb5ti1NZu/1nGapl0t4EKVjwYacjn6uZVK6RVUuPHP5sTxcQvoLdGVKJkWIFebEycHHBCehnh8dXtDDTcFHhFhPSncHgU3nNbxI4OZbK6n6SsMK11PekgA5amMg/GJfun2zWg06i9zQ7kc48j5eLxPMw0ApZEcMMGLY014W+fg4GBiIWWBofv7+7GzsxMbGxvxzDPPxPb2dr9Il5aW+vtT8J6dAFIhP4217sgpMSfU3G8O1UMg8LFkzsuL0llZfDLI1V2zlDhPlp7T1P4vjes0/01rZZeswwywOKu+tX0odxpQUOIHfOe5LVnJWg74KJt3xxM1cMLvCm61zGmoNmZZuTVwU+J7B7BUFpTmuARapgWIjv94i0cNN/ZC8/rXZ4qBwAcql9VIK4Hdk5COJ8f/8YlGEG9jsufDARTEE+phCqQZj8cThw8A5Pgo880ATiIGgNJEzOQKTPRmV44X4cvScEEb33uCuJRLly7F3t5ebG9vx+bmZmxubsbh4WH/fJ6I6J/fw94ULFoXZFZSYi19ddaTftay+QiyCiT8VjoSnL20fZnQVXIKh8spARtncbk0Ok7TkFpapbGtAZHW/7Jya3lKXgX8X8rr+KHrul4o643B2jYGMKz0sna38H8G2lxfW+e2Biy4P9lvNSBQ4xXNVwKtV0o6VrX1wIr58PDooXvuLiXkPzw8nPAWO88slDXiWiCrXf/db9kYuTQOuEL2oR8RcaydLoZkPB4f6xPH3WnMDn5jTwoAmZ4MzfpxmmgAKBVSpc9uNYASPIVSLxabn5/vGW5hYaG/3h5AQ70DBwcHsbu7G3t7exERx/Ijn8adcDvVvekoAx8uXya4s7FikKJlONejs7AyKgGwkmB07a6BuKwMTlsah4yyMXRz6eahBWxmc1QS1K3W8LSgTOdVvSYAKOy21nnS8lAOnwZzykPzlPiaKUvX0l8HHvB7xjclBT8Nj2bpMqMjS59RjVemAXEIgAf4iJg81YV68D/GT5/PhHfIWxiGGqemsW+ob5q+1+YCsg98jflknmeQAjnveAyABB50dyR5b29v4hQo+u2CzE8rDQClQKwo2P3IXhN9mjAWHseK8PMWVldXY2lpqfeiZI/sBpPOz8/3D5PSS8pUYbdYk0yZVVzKUxorlFM7jcGfFbxE5PdclPrqrBqtL2t3Rg40ZULKAZia5aptLs3hNO0utS1LVwKeTJlV3JqPxxQeRqwV/l/jDbQvJYCXtStr+0ms6RJNu3aQpwQ4Mt4oeUpO2sYSQFN+aeVDbT/md25u7hiI4Jg+KPPFxcUJMBMRE1spLu7NXbvAv2dj4dZpZpzoWAEgoR4XDIx7Tfb394vjB1m/uLh47Agye6L5O4BK63q+0WkAKAkxQ+rxYd7SUXDCV9ljSwfuSWzPLCwsHNunZFcgAAiACYMTfZqlMitTSXg5BZ4JH12MJQHG+RVoaD4GJ27BlyyW7DdH04KUmmLTdinQa1UYLQK+VP+Vll+ztN08Xy2hp+APdfEjHBSQTguEau3lcksAQNtYAjqlMkperZLXRQFKrU+OtPxsTes4K6+X1mRmNLAcUA8aX/XOCpeNQY7fYLDBFza6U4t8YgZ5s7FT4FuTR1m/uRx+cR/Z68H9dkG+ADrqZeJLO3mrB+8wYLkvp5EGgFIgDdziF5gMgAKLDc/YWVtb65+1w08X5lMpzFQRR1HdiC9hD4xe766oOQMpTCUh7wRWSWhm+Tld1gZ+Z9dorZ5Wa62lLQrAsjSZIs3yZhZjJvS1nS3gz5ETqLU8+l+pDFeXK6eU13k/IEhhSUfEMRd/i9u6df6QtkXxtHhguF+uTZynlI7/Z7DjtiZcW0p9cuPu+LRkgGTr3tXn2qRKl70c2J5RMAa5Bo8DbwGxNxl16dPP+Xf2rmi/MnCSjW2t/wyEmP8Aqvg+FIALlOG8xwgHgH7Z39+PpaWl2N3d7cMLlFdq7T0tNAAUQzzJekoHFl5EHIvAXlhYiOXl5WNPKtajZ1gQbkHxgkWZ+owdtFGPLU+7kFo8C04BXy3mV5BSSqOfp6lDrXGQCin+vdUCz34vgZMWz8k03oKW9C1jVwKwtf/cu1OM+n/EUTwJ9tAzq9J52mrAJAOY/N3NVTa2J+V9pxhbQLxrX4tHhtPzHLi1zPW1eusyns6AUMSRwceyDAaeqyMijilyNhjddre72BJ183FcpWm8DFkZytcKejTQFXIPQbOcTucZIQHsic/uwCrN52mjAaAIKTjRa+uBjrHdAvDAcSbLy8v99g5vySjC5bIVoKBMPpZcaiP/1mK1oZxWxcaLgH9XKnkjSuVr3gyYZOlL9aiQd2NU6ksLSNG2lMqfFpyUAADe+XOWvoVaeSIDCm6cOb2e9MI79s31TgycTmAw40DGSSizNqcBfi4fz08LSHK/lcBJtiVao2yuakBJyQEk5UlXJ9rPW+IcVKplz8zM9NsYHI8C2XlwcHDMcFOPMo+/jmnLum6RL474eWTMuyzf2TjlI8hzc3Oxv7/fe9P1pln+Hf1nHaCe9NMMVAaAYkiROr/AKBwfotfO81Fg3SNlJlLPh0PZ6jXhzwoYMuTsvCBZv/VzyfLiunjrSckJ/Fp7uM0KjrKyS79pu0vpuM4MNLVQSZBngs/NWwlktljUOpYuTStlY1IrwwnJElDUuAW1KjlPaXyyNutL68+ohR8UOJYs7gzQuTKddc15tX3Oy8FpW3gwa0dLOm0bgxQmB1L4HhD2iACcAKyw7MlAiD5/R9uZAd6TjA/3MzvRyDIeuiDzjkMHcawOj5kG4KqeOc3gJGIAKBPEk8rModfOz8/PT2zl6DYMx5k4hnFbMxFHDwDEXiVvDXFe/l7qi/vc8lsJfWeCh62VjFqUYwnM1BRtra5SWiekHLCrARzX/pq3Qb0MmrcFXDornestzeG01nhNoKuC1rpUIDtlq0oGIAUeFdf3rF3aRgdOWskZBNpnpQxQ1NrMed2L566F30t9dcBDgUWtT7X1zQpTx08vZMNvs7OzE4cRFKhk9Ttw6P7H52xeW+RNlkZjUbhP8IJwftYhKvfRV/YQ4XumV3SOTiNQGQCKkIIT9Z4AoODIMAJh3b4hymMGUgCk4GR+fj4ijuJb1CrIBGumZGoC2KXPFpxTpJnyvBKBqYuKQVkmkFsVTQtImqZ9rr2lulqoBvJqfc14oaTMWiwtl+YkSt6Vy2WpsI2IXnBDqIMcT3JbSyBF8zullrVXlXcJYCopwCgB31K7WgB7DZS4erJ+ldqR1a39Y5DixoRBCityBJdyjIk+ZJJlKcoEsHWXvOkYtRgCrf+V5p0vdIN84/66I8XsNdrb2+vvy+JrLlA+b4uiPm3HaaEBoPz/pMLRxZ5wACu2dPhmWF4oGm+iIIVdeGBUBEAxWCkFQYG4btSv7y1KpJSuptxaynbfWyyU7L9MEeO3DGC1trFUT2aVZe2eZlwzsJAp45Z8/PkkyqxUh1OUTtFxeo1FcZY2BDfWCV/AlXlgMiWTWcVd1020owWYuPWVgZNamdo2LkPzl/jJARc39prWtTebs1J/WgCi/s/HgJGfL2BjwIK5V6OR70vhstRTodfG6zg6eVSSTW5MayAf7eq6bmI7y8XKsJEM+d51Xf9YlK2trdje3o7xeBx7e3s2tgvtZNBTkuM3Ig0AhUiBgwbG4p6T7OgvynBXLStIUSsgIo6d2uE4lgyk8IJkgV4DJ06gODoJU2dKOwMpJ6FWoFQS7jWBoulLgl3TtwjxrA+ZUil5BbLytAxuc2b9u7JrVAJqNf6rKbHRaNRfh86nH2r1tVjELmA3a/tJx6Mlra7nDJy0eER4PjNPiLbRAZxp+1Hqk2s7yzIXVBoxCVgAJnHzsJ7YQfl8QRqfsnQxfY5X3Jhk7ee+Zjyk88jtQJ/Bz/rMHtxUDoDGj0TZ2tqaeLCsxtp03dHxfY7pKfXxRqMBoIT3nmDfky02DYDlZ+FETN6b4o79uvKxwLgOMJbWgzL4nVH5aDSauCq8ZJll48DpNF9GTslxPScV8tOkLwGxkvJ1gqVWp1qcWmYGTjJLW+usKYeMF/h/VhDZvDqQ4tI6wdwCWrUs7X8WRKjjwuuKb+lsFa41vijNfwsgqP3m2uPWcS1/plBLeXncM77VvFdiOJTq1/IVRKkngdMwUEGMHl/mVvKiZJ4THc8SICzxhOuf+859Qawh3/nD/UEb+Djx4eGzt8+Ox+Pee4J7UBwP8DYptpR0PFqNtOtFA0D5/4k9G+o6HI1GEyd3wDQMDHhbSBE9CL+hfNwGyF4a3mtnL41T+KqUsShd3fhfBQCX59JzGifAnfXg6nDt1TIcOSFSKrPk7WgVvKW0rp/ctkzxuDKUasqwBBhcua4fDiSVPCnZvLs6SwAvA0DsCcFvGivAIAWgplS/tiFTxiWwzmW0ggi3XrKxcGuhVD7nKa2HWrucEtZ6atRSb238XT08t26O8JkPI+iDJrlc9lRkpylbjJoMnJTGoSQP0AeuB/pjb2+vjy3pumc9H9A3WC/QG6wzsG5QFj/zB1diAATBCGbQdqOClKv+VKF//s//+TEl9aVf+qX9/7u7u/HmN785XvCCF8Ta2lo8+OCD8dRTT13tZjQTM6pu77BnA54TvrqemUsBSnZFs3vQIOoC0/BjtzPXpMa4gErCky0LVQLupeVlQtLVkQGVklDUeXB91LSuTVpXyyIs9du11eV3aUqCsJR+mrpqdfC41sbM1dWiOE9Cbr7Y6tULDjOvZGsfUL6b6wz4ZspJy20BFczbreAk43Mts7Qutb1aj8ubrfXa+ivNhxtzBbUam1c68Qg5yXIZspnvCeFtcvXY6ViVZFhJltXmhtvOfM7bTxHPPuphPB7HxYsX4+mnn47Pf/7z8bnPfS6eeeaZ2NramniQLG4sxwsPokUgOcZxf38/9vf3+ycg890yrXLgetE18aD8lb/yV+J//I//cVQJRd5/3/d9X/yX//Jf4hd/8Rfj7Nmz8dBDD8VrXvOa+J//839ei6Y0ERgIQIEnEAgVAbFZXAg/X0EjyxXI8PN83MMGObArO3aGNru+KLFQUFenCghG/U5Y1urg7y2WkwMeWl6pPRlIm8YyyBTUSShb7LXya/UxH7l8PA6OV0BuW8VRyRuQKddSHzIhr/3iQHTtU0u7XbsyAMFt4M8tc69rqARkSt9L4L2Uj+eCx9+tMVd2rUw3DlpPqa2lurM2arkq39iwwnduE7wvug5KfT0Jldqf/cZtY7DEMVWIIQGo2NnZia7rYn5+vt/GgR7iO7ZAHDfJnnl99o/ObenI//WmawJQ5ubm4vbbbz/2+8WLF+Pf//t/Hz/3cz8X3/AN3xARET/zMz8TX/ZlXxYf+chH4q//9b9+LZqTkip7t8XDt7rixczBed0zcVRZuCch8xZPCV27+lqpJqRLwofbn+VrqbsFnLQuECc8kb+kDDVvSdG4Oktpsv5w21zbtR+tv2fjVhOezGuu7JY5qPFCzSpVZaEgGiAd/F5S5LU2aV8zUJyVkfXT8Q6vk1Z+LhkMLe3JAHzpewZM8K590PlsVdA18Jb95gjyVa/Kr8k2rmMa75WjzEjK6gT40Lzqyeu6Z7f+8WgU6Aps5eBhgYuLi3HmzJlYWVnpwwzQL3jkd3d3+5d66LGeeH4V7NxIIOWaAJQ//uM/jjvuuCOWlpbinnvuiUceeSTuvPPOeOKJJ+Lg4CDuu+++Pu2XfumXxp133hmPPfZYClCwLwfa2Ni44jbyBLnjaxwcq/EgDE7ASC72hBcO6lGAokFRLKDdXjzXqYtDwVDrOLQIH81TUxhOODslAWKPU6lcTcM0rdAq0UmUtFNQXJ4T1NMIRy3HlZlZjtmYaXlIXwNTLYpH0zshyHXxusJV4HqfQwmotfRV09XA4kkt7WxtngSAnqRtJwV0GXBxIMXla+H5LH/G265MfjSCm1f3nQNStbzW/rg02W9ctuM19qSMRs8ecFhaWoqlpaUeqOCEzmj07DUUy8vLcfbs2Thz5syx7ZyDg4PY29uLnZ2d2N7ejrm5udjZ2Ynd3d3qts6NClKuOkC5++67493vfnd8yZd8SXzmM5+Jt7/97fE3/+bfjN/7vd+LJ598MhYWFuLcuXMTeW677bZ48skn0zIfeeSRePvb3361mzoBGhikMFIHOOHAWGY4Bh08+Y6ZnfeEt5IUnGggFZcVcdwaKC1U13f37srJyFmmmrfFOleFWLLuXR84rfvs8pT6lLWd82fCyQlI14+TKpCWNrr02u4MjGTApJSv1Af8xyAE7VHPiKYHQNfTGaU10crzJYBypcJZQWrLGpiGVPFp3bW108JXLk8JpGRtKdWZARLlV50n9ho4Gal5a4GxNbBU4pFWeeJ4YDSavIZ/aWkpDg4OYnl5OZaXl2M8Hvf3oMBQXlxcjJWVlVhdXY3V1dX+Ys+u63qAwgCH1xs/+di1W0MXbgSQctUBygMPPNB/fvnLXx533313fMEXfEH8wi/8QiwvL5+ozLe85S3x8MMP9983NjbipS996YnbyIzLAEPvPeHYE344IAtYjpgGYFCm5DoQgQ3vCZ5kyQ+EcrEn3G585nfXR7zrYmoFJ+47AwgVDNMwNKfl/dmTAowSqHHKWfuRtc1RJnjd/GTtcuBK65jGSq61W/useTIrLyurpKz0dwYcXJ9eMBhxPBBWgU1NKSpl66BVWXE50/K3A3E63yWl7sospS2BIbfmXVtKdThZ4upz68PxSgkQc36dJ/Zu68MkOZ8DJi38Mu1ayPjdyRdXJsfV6MNm9/f3J8qGjuATpZCf2CLSi+l4DPb393tvC5fL72jTjUDX/JjxuXPn4i//5b8cn/zkJ+Nv/+2/Hfv7+3HhwoUJL8pTTz1lY1ZAmIyrSZgwPVUDNyDACRhFA5OwAPjCNSZmcgYneKG+iONPuWSrQIUqPmtfsj5m/7cI55owytJp/aV8rn+uPRkQ0HIyQKdlZH1tVUJZ2a5tjmrAzgl6l6cEZBgYsLeiBDAznjkJkCulce3NLN3stJnWkVm+boxKVrGmaUmr/ykYbAHQtd9KdbUAKMez0xgYDty4trj001ALiOC+uMMCnLblxCPPmetDbb75c8anWfuRjr31bBTzkWH21COvbm1r27X/iGvBwxaVL3kMpgHl14KuOUDZ2tqKP/mTP4m/9/f+Xtx1110xPz8fH/jAB+LBBx+MiIhPfOIT8ad/+qdxzz33XOumRMQkczA40WDVubm5fj8QLjMOSgLj8xZRxKR1ySAGx7wYoID4eROIc+GHDWp5pb619J3TqiBFH5gyC6um4EqWGS8qZx0pOSVcE+wtgrEksFrKaFFembCaVnAjTyZYSyBC7w4pWXctiqhEKuCQvsS73AY9Yl5qs9bFSqYEuDT/NOAha7eWW3qv5a9Rq1GgwLkFPLv/Ml5wv2fKvqWOadpWM7C4z9ndUK3tbQGAreBE7/Ph9YutHHhBkOfg4KDXIdAjBwcHE1fmoxzcQs5HnLn+iOhBCse4KI+yjL5edNUByj/+x/84vuVbviW+4Au+IP78z/883va2t8Xs7Gy87nWvi7Nnz8Z3fMd3xMMPPxznz5+P9fX1+O7v/u645557npMTPLxYNTDWXTmvAAVuM554d68BI1ccGQNj4Sw6SFEz7wNyW3mhlRZbre86DkwZSDmJoioBHmcRl9qJz+ylKimgaS3ejE4CIErWVEs9tXQt85BZxqqMS/ldWar8szKcwi8pB63bWZgaMF4rx/WD05X4s0Q6nzVruwRMtJ/TWK01nnHApQTWMtCL9Fl/S/ygwBGfS2OoZWvbpl3nWb+zdmveWvrW9c5AYTQaTeiOmvEAT8fOzk6Mx+MYj8exu7vbb+/w1QHoL24lX1paOnZqB+Q8KVhrzhC4HnTVAcqf/dmfxete97r4/Oc/Hy960Yvia7/2a+MjH/lIvOhFL4qIiH/1r/5VzMzMxIMPPhh7e3tx//33x7/5N//majcjJTAKB8ay9wQTu7i4OAFOGNGiHLVIXB0HBwf9kS/cEIgz7QpOAII0zoXBCcrHe+sC03yZMCwtMBU0jtyCBTEi1wh2J4RUuPDCjpj0LmV9ztqqeWoXONWopJRaFUirBecEZ618FbAl4OTKVF5z37N2l9rUorhVeEYcf0Aml+nKawUN07bVtVfb3EIlAMV1KOlcuTkqgf5aefobPis4Ka27mpwq8b2mcWA5m198rrXzpDTNmkK9fCBCt14cz3fd0YnN3d3d2N7eju3t7VhdXT0GUHhsGKQsLi6m+sqBlJaTc88VXXWA8t73vrf4/9LSUrzrXe+Kd73rXVe76iKxktfjvrq1w94T7AXyU4VRHpMKBoATfTS2xrgACPEzFxSc8PE4VdjZ4i9ZPVeySDOFlv2mgZGqbEpHqRWoOCCj85EJa0eclgXHNILMgZGakMp4qCbIXZppynD80lJnVr4q1WxNZMBYwWsGOJhXGKRou7hOVVIZX9TAo1N2LYCzRDoeNTDUoryz726NtLa9Vq8zWlp4qWUca4DQtc+Ng5MbWZs4T2ua2ppygBCBvZgbflAi14UyoK92d3djZ2enfy0tLfXlqKHH8hfxmyrvUD92EHSdqSy8HkDlefUsHih997C+rut67wUiqUs3xzIpMwKccNxJCZzo9floJ8rMBBnXXeqzKv5px8yV5+pXhaOApARQ9Pgp9x2fAS5Ho2efbssgTtuaAQbXn1Kf1ULK8mifszJ1DrTN0wIGR61zrAqmJvBL5bSMI9fJxMDDjXfGJxGTR+11/FqV0rT/Zf3MAJsDanjX+Xf8WgOALW1T0rzKC6UylGdKAMnVkZXlwGBGrv5S+RkAcfKL82Tyrqa4S6DQrTlOx8eKcc8J3y67vb0dOzs7sby83Hv1WUcpD8GTAn7jMAE12J0xUAP015KeFwCFlbMDKECg2LNT74lzn+GlKNNdxsYndhicuIcPch0or4WcUMwEIeepKXD+LRNKCkwyF6EDKKPR0cO/uAwGI/p71j43HiroakLYCTknvGuKhftTu4ehRtq2Uv4WENuihLL8WVklkJjVkQEJN7YK/konMzKQkoHTmlLjdV4DNbW5UtCt+V09Nf52NG2ek/BETaZgDHTNah81vaZDW9wabOFtldEZMHT903bWKJMRLr9LC3mIbX+8sA2zt7fXb/MsLy9P6A09/amyVkGKezAu37uCY9wOqDxXdNMDFAUn+qwC9mpgawfn0DkwNiKOIU9XF4MTfupkxBGSdeCEt3aYWTkot9bP0nelksBtLUsVsqLuLNjKgZRafRgHjlpnyk59aFon1PB7plSc8CxRdkKJ69HyWylTqtOCHlAJAE9rOZWAsL5nQM5dPpht7WSAr9bWEj/zZzfWClxKdZeAbYlXW8e9tH4zPnZlap9KpIDBtYXfuS3aRwcKavWyjNQxdP3Jys0AVlan9j2jGlCvrVu+kG15eTlWVlZid3e311X7+/sxHo9ja2srlpeXex3F68mNM4MUZ0TzUWZOr9vv2XheK7rpAUrE5NaO3nnSdZPBRAAnuNreHSt2wU16GRtiTuCh0SdvlraPMssQ7Sj1Uz9n5Sjzcr7a4nUAg9+ZsV3b9b12WRcHRmZCdjQaWSCXLSZedCVA5oRsNjbaH/b4aD262GtWmmtTRjXh6OahpT0ZD04DjjJgyuuIA6E5jwrKEnF/dNwzEJVZ1TxO09SfAdusDaX24Df3vbR+3fxNu95Ldbekc/1wADVrI7cV7+7AgEtbKzOjacB5Jne1bgciNC0DlJWVlThz5kz/PJ3d3d0+FmV7e3vi6cUoT58ArvKZjyDDiMaLLyydmZnpjzE7PfFcgZSbGqBkAEJvjGXEyrf4acAq79cpkNDL2IBMUYdu7WTgJDu6DHICVz+3ggsHTmqUgRMXJ8ACHn3LrF5Ox49a14c1AuhxUGtE2EDirE+ZEM3ASm2MsnHL2pSRWokZOaXn2tIiULhtmYVUE0Yl68oBHsd3bEDw4x9a2uAAALdLgVgN7GXAgsvOvrdQBvRKfFYDHdPUzfW3GCOtdbWMF6fRa+qdMndlqVzX03y1NeyMjWl539XVKn+1HJZ10BUAKKxPeJtnZ2cnNjc3j+mRiONeScR2cfkIZ2CAwtdtAKTwY1f0tNBzQTc1QImYFH68vQMlyKd2GJxg0h3AcYDF3RQLBQVUvLCwcOwq4gycuK0kt7BKAkZ/560HpyhK+V06MLsCExezw/fN6KMBeJ7Ugub9WAQuY/xcm7ITT67tJYv8pFZ6CdA45ejapXU4IVoCKaXytL2unbX2uM8tfcl4TtcR1hh4Set3AKOmHKcBEi2K+yRll7wOLYZCCwCYpj0lKinqEk/gu/aHeZeNGp7jFuMJ7xrkqV632hg4cFICU7Vya+DE9UcBc9d1PRiIePbE69ra2oTO2tnZia47OnLsDF32qGCsUCbkJhvle3t7sbKy0teBd+i067nVc9MCFFX6br8NwAHghLd31HvCT4LUu0lQrl5j7zwAiMzmuBa0NwMnjvmdRVBLg/dMANSEMpelAsZ5TtA/vQWRt9i4r+w5Ue/W6urqhNJy99LwOKq15cZEx6U1IFnJWWMZKMrakZXrPrtyS8K1pBhL1ApeOf00ng4Xf6Jbr06QuzgVfs/G37WjZCG3KOLWvmobM2oFnrX6a56BjGpAswWIav14MZ86mcHgpcZ7LDM4L75zG/hzab65nSWaBpBmawLtV75Aehhmy8vLx67DQEzKzs5Or1M4VhJrJyubTwlBtqrhzt7MS5cu9frwuT7Vc1MCFAdO2HvC1jlfyMaXsqlwVKTOFp9uHfGttHxcDOXqaR2tx4GTiLJwcGVpGl0wnJct0RbBq8zuwAlfVIez++PxuD96jQWgY4zfAFCA8nm7jB8HwHkR9+GEFH/PwFut31qGA4Y1UHQS0nlxwkeFa60/ztItCVVO58pz7XHpSgKb3wEamT9cO0pKJ2ufyzcNANH5LoHAafmLyy+1sQZCWhVprW219NOME3tLWHbgN5Urrk94AYzoc9CUV7K5ajEqTkoKutRo0xOJ3Ad4QAAgWL8gHYzinZ2diavxUQ8bwY7/4KnB7oEa73t7e9F13cRWz+zsbD/mbBxeS7opAUpETDAxP28H4IH34eA94WPFXI66E1FGCZgA0QLhMtLl9mUgpUTKaCDkU3CjQvmkChP5ajEnEUfn9sfjcWxvb8fW1lZsbW3F9vZ27O7uTqB1HmcAStDs7GxvRQDssYcLwgx7pDzv3OYWADGNp8GNrZZbs/Jduqx+pwRLyr6FSla+K7umiFpBSolKAKXWlpb6anN9kvbW6nL11dZgDZg4YNxSLvJgfqf1GGRGjBtXl0bBhypRR27tKABx60k9qbV6XJuzdec+l8ZSy4WiVxmB3xhAoL/sXRyPxxMylk+DYkx5q4dlItc3OzsbS0tLEx4T6DGOezk4OLBb+S1jeiV00wEURdilhwHCe8LgxD1vR8EJu74YnKiFABDkmCcLGFVwkk1+5sKrKb5M8GUCT/OoVVADJ1tbW7GxsREbGxuxtbUVOzs7/SO/HRDjMYalwdtlvFUGwKLWGMYYNzYyYGvxErk+Z+RASAswdG3IAE32ewvYrPWDhWqLgHXjlnliSnQlruKTWLoKoK7E28BUAx7Z2Gb1tfCaApQSsJ6Gz0t1uja3zBmDoExmsJyN8CdPlN+1PAe6RqNJ78o0oJbXsK5nB8ZbytLPGUDhu0dwUZuOUUTE7u5udF3Xy1qVjRHR59dYRowt/l9eXj7mqYEHBSAFXhTI2JZ1fqV0UwEU9UIogACz6jlzDoyNyAOwHCjR7RxMGBAwnz7JgmJLVDuG5xiktM2hCqlk9Ws9rZ4TbOsAnFy4cCE2NzdjZ2endx1C8HAZHHuCtuBY3Wg06sdSj4DzOy+ebBymUUbaPxVcrUI6AxOqaGoWqpbXqmhbBGnGUyWhqkqzBJpaAZXyXAu44za0KnCXj/tUyleaoxrIc99LwKbUVk7veJXb2cK7GYhqMWBcH7ge3irAvKrRxydF+BSJGh/aLlaY6l1R5cxt47FTKgETzefGWfO4eeD8MKjQF/Rrfn6+z6d6A8be3t5e70mBp352dtYavxy3AxDUdd1EvAs83O5Uj+oyN/dXi24qgALibZjSjbEcGIsHL0Gp6VaOngLiLR1MPKx5KF9+MaqNOL5wmEp7h+67+x37hUzZAmKBlwktB05UYMAtCM/J5uZmXLx4sQcncBOyZ4m3vRgE8mPF4ZHZ2tqa2C5D3VjA3FbtUyasp6VMcfD/mfIqLeJprNMSQMnK0zJbxqLUxxKoxW9aHygLgmR+Z57jfjrQ2TKXJdClwKa03hxYy/qZ1Zf9n5Xn2sr/twBWVZRabqaEtaxaPzBvEcefb6WAAwYI3xvF8Wd8xBUylPO7vqvMRHuZZ7TPEcdvqc5ARtZnN1alz/obx9PMzMz072gbLljjrR7Wcfv7+7G7uzvhReFjxVwnA0OMGd/Rtby8PHFVhsZZYj54fq8V3TQARdGlXmevWzvqPWHEiXJ0O4dvh1XPCS8mVt7qJagtcLfwav3m94gjoea2N9yYlSxBBScMuhw4wfG3zc3Nfltnd3c3Dg8PJ450Y+wBDLFosNjwWHHErOB3HK1jzxQvQh07LHYHUnTclJwQb/FQuO/Zby5NBkxPSpniyjwNNes6G8fst2mBGYMRnksOzMtAg1Pg7rOOQZbPzWtL+Q4A1kBoNgdclv7PfJ6Nif7WIodc3pKsyeaY55JlB9Y7DBoE0O/v70+0kwNA+bCBvljOqoECcgahAyk1QJLlV1DUmg/Eegfjw0ANF6zhSDDfX3Lp0qUYj8e9R0RPi7KMRf34zkePETCrBiLahcvbFGhmfbpSumkASsTkBOuFbBFHd2oAnPCxYn4okwMm+lJw4hYKCw9tJ/Lq9pDmdfn43bkNs7HJBKbLq21w4IQXJF8gBO/J9vZ2v6UDr9Xq6mqcOXMmVldXY2VlpQcoEdEDFDwBemtrKxYXF2NjYyN2dnZ6a2t7e7u/8A4ghcvhPuC9VWll463CX/9rUcZcZw0EKFApeTlOIhgyflAh6xR11h4HUjhPC29GTG5r6nYifnPKphU86vopeU80f6mPpbbUwIm2S8fd8bB7aV2OT7P2luZHPytoUus8YtITDMUJ2cHeE1w6BmOG74/ifJCx8L7C4oeh4659d20uARU3hjUZkRknLWU4uQIdxuOHl7uNnK/CRxr2MnMdMMI5dIH1FMdm7u7uxu7u7sSJS+jUubm5ftunVe6dhG4KgMICRrdkgIhLWzvYmkFa9ZjoBWw4ZcLgRBkiE0DKtHoaJRM42Qv/M7Uqg5r3gC1XF3sC0hM7DE4iogeFa2trcfbs2VhfX4+1tbWJh11h7DHuu7u7/VXOGFtcUoRrn8fjcf88CiwuB+5ahY0KcKdkXLnTgoRaezKAqnmntYJbynB9bAVdWV2l/7Jtzmw9tLSnBjJQN94d4MzycRtqIKTWPl3fEX4rwuVTD4qjkkHSOoYtfVJ+0vFz3hPIaBg1Gxsbsbm5GePxeEK+qucWIAUyBcbm2trahLxCvdw+Bk4lvnP9KvVZf3fru8XY0C0xPc2I/HwrOQw0yEWk1dhH9Ju3/bmvSKM3ni8uLh7zovBWD2KGrpUX5aYAKBFHwk4HEZOuz9pRcIIyMnCiz9ZhxMkvXdjKsM4yZe+JAhzXLy6T0zoPAu/ZtwISfikoUQaEm5a9J+o5WV5ejjNnzsTZs2fj7NmzvQdlaWmpHzMGl/CiMDiBcNrd3e37xHMEoKNWBz5Pq2gzxV36fZp6piWuexrBmX1Xvizl4Ta4/zPl78otWfkRcUzYKc9lIPIkYM3lycBJbf3UytLfdI3jHS81Wlx5NdBVIjeHNS+L1umUOQe58vYBAxSOpYDcwFUEACgu1o3Bzvz8fIzH41hdXT22baHgVreiS+MwLZXWm8qgbIx1HGvgCcY2PCnwosC77wJmI6KXkQApehUDPvMVHLu7u7G3t9dvsfPhExcPdLXp1AMU5z3RC9kYca+srExY5ryYFJxg0h04wSRyxDQjdrXMmEogwHknODZDA8nYuoiYfL4FPEeMzKcBKdoeXUhd102AEzwGfG9vLy5fvtzfYbK+vn4MnMB7ojf2AiTqxXbo5/b2dl82rAbMmbv+/qQKh/tZGi/3+VpQDXg4ZZGBgJolPc24lPqtgASfs6P0LeOp3o5p2ttSvgNFWXn67sbEWdBcDyss7RvWrq5B7cs0npwauMyoJZ0DKZnhBa8rPKHj8biXtyiH+80nUPRhr2ws8v1TCk543DQ+L+try1i2yHgtO5M/kNUOSEHGo6/8iBbIXDbwAFJYJ3CsJeoCUGEd4gJm+VAItnnw/Vp5UU49QIk4Qp0ad8JBRnj4EtyCemMsKzp4TNRzgokAg7hz5+zxUDSsgsZZCUgXcXT9NwLJcAsrgBK74zgGgxdG13UT+4UoNxPYmXBmRcPCAkIG3pPxeNyf1llaWuo9J7ytg0Wj44HP7M7UNszPz8fu7m4/TgA0HFzmED0L9pIAcnmc16ukjEpj10o1z0eLkmr1kLj2af8yzxHSaDoHfkoCTBV4zRtQMgAyagUpWV5tT/ZZyy4BllJdTvBnSlHBIFOrYZK1y4EirqsEflnO8WkSVqKQawcHBxFxZFCyjMZ4sGzFFpEG0PKBBTW4UE4rMD+JslVwwvKMjelsXjj+JGsPx1MCQHTds3eiAHTAeOQxXFhYODbfOkYKgBigoB4AoWsdi3KqAYp6TxikAF1jIvXGWAcqGJxwgBBvFYHhsmcg8HaMCix2eSpDMDgBg8FrAuXPACAi+u0TBmK6/woCIzllklmN+jsLH+eixT0nh4eHsbCw0O8Nr62t9QGxfKSYGZuFMurmRchW1fz8/ERfeLFoeSpUMyHr+s08pnkyAVKiGhAoWcLOc+CI10RNeTvFlIGBrH0l5eb6yXVrO1z+afpTo1JfFcBmCswBRdc/7hfX6dJwvS1Ac5qxKIHYUns1j5MNSlq+xhAhjYITNmpwsykbkhy3olc9RERvwLmDCpk87LpuYrujBbRnc+jAum5LOXlSijfKtnl4ywx6jU+U7uzsHDMgWS4qkGAvHc81X7MPvQg9qPEo1zIW5VQDlIjjoEAvT+OJxJFiHFNV7wnHm/CD7XirCOXpWXMwHrvBmLlr3hNOgz5whPvFixdjY2Mjtre3e5SMI2FoGzw6zIjKMFjUvABKQpnHmT+r92R7e7sXNNgfxZYab6cBmEBA1BT9aDTqj9fxbb184Rvag60fVQyod1qPAo+Nkm7FuXK0TP6fgVhNOJYUYQYgM2BVA2wZsMv6VFLAvC6yfuoWJF68hrDGsV4z4d1CpXaWFJC+Z6DJraVMmXO9mZfEAYxsbrPvOqfOMMmMkZKi5nf9n18aA8LbwhwUi7iHM2fOxJkzZ2Jtba03JsETUJYANnxRWXaaUo1C9Kc1Nq8F2HG/3Za9AygoOzuRhjWgwf8oE8eCuYyZmZmJo9rQa85bj/Wk6wt1cNym3sYOOY4xv1ZelFMNUHhwef+NvSd8LKvkNuQAI33qbkT03gmOjq6Bk0zYl7Z1OLp9e3u7v4n1mWee6QEKrI2VlZWIOFrYYFauSwUcM6GjGnPxeLvxwljhqBrACQQMl1ES5vgdbWVEj3IwNwxQ9Hiea78TFio01PJxY+TGl99LbVDh4NKqcNR5c+NXE7ZOuWTluz6c1IvhFDGoxJM1cFaq76Rp3X/TgpNM4XNat1YVuLRSDSxyGzIecsqlVTnzZ6dMI2LCK4zgSwAMbAmvr6/HuXPn4ty5c7G2ttZfAwH5gRN8OC0IrzJunM62e9SLUfJecH9a5sEBsgygoR+8/hWoKEDNjEmACJUhHMtzeHg4AVD4wjvlYW6P2+bBnHEMEHuvr4UX5aYCKO6BfXxmHGicLwrSuBMsGo074ePEDFLQDt0fdcJHLxNyMSd89A5XxcN7gvtAOAhtYWGhd79x31lYKDLmxekWYE3AKSB0d824J0OjfSXl71yRaCMA4sLCQg9COdaHbznEAtT2O6WvgsIJWqVpBXoGZABWXF618jK+KlFJadba6b5n1AJcSrxWGk82ABR8ZuPaArRawZYDJ679eNc2ZgBL29Qyny6/20rhtiv/lDworl3ZOir1Q2PMIia9J3y/xszMTH8NwS233BLnz5+Pc+fOxZkzZ455UPiEnwbKQxGzQcp3XLk+ax+zfmVzp2Vl21pcLitxJ3/U28uBs4izQzkAKTBOWc7ziU/Wc3ywg/WD8jZACp8Ymp+f773XHCzLBxeuJp16gMLbO6woGQEqs2KC2ROg952o0kVZurWjMSdukt2LGZiDvjjm5OLFi3Hx4sWJ2BPHADwOyvAgJ4BUGbeQbqehPfCa4OQOb+swwseYKEjiNjKAcyAF88Fjzlt7AHA6RvzuyCm4qwFSnOAvKT3+3XlaWqzabP5bxiVTVFkfua5S37O2RsTEfHO5zNvY687KVvBZajePuVNO01jO/NkpvgwMuXFuWZdaJ4N6LgOkIFf7VwJGNVDn2umUNIMLGIHYFoC39dy5c3HLLbfELbfcEmfPno3V1dWJuDUoWvao8IEGeMERP8geXPAXe265X/y5Bm75N50DN14OCGbpwN+lbR+9ywQghYHNaDTqxxjjNjs7248Rn5LkdaZ8xHpUD4QALPHlbSp7pwXcSjcFQFHlFHHce8JnwhlYuJM78EagHI4q50lSAacMwopWrwfWfHzFO192BnddxNE59ojo9x/5qC6PiQqjTLhkAr2kyDDWWFTYfsGY4xp7ffgi16kWhi5k3QLjNquiVQtDY1EY5Gg7apa0s4b090zA10BiSVm6ueO5ZQGWKT8dZ1WCnF8BiiqvmhCfBpgwKNG0mFsGYxnoLpXt2lZbD9OSm/8MnNR4TL/XxlPXiQOfaAMroQiv/LJYMOUzBTjOE+rASdd1x65nj4henq6trcW5c+f6E3+4J4llHis/gJOVlZXY2dnpb6CFkceghUGOG0v0R/tQolZwksk1nS+XzvGMrn1OPz8/f+zotQa3Qs8wQFH+ZaDidg+Qj3Uoy10YE1eDTj1AKd0aq94TvXNDg2N5by1i0gvDz3/BpDoBxMJ3NBpNABMN4NRYDjyTAidixuNxP9krKysTTMyuPT5irGiYfwOBuWoKVL+zl4Y9VTi61nVHF7Px06F1fHRh6v9YJOpx4vZrfvXqOCs0Gw9WCK7/rKQd0CmBFKYSkHFj4QAwW4E8DyXrtqW+rP9ZWS3KPavfjUNJ0XNba2PMeRWMcjkZD0xTfgZQMvBXW2+u3xnAxLuLZ2PStugY1IhlRalMbg+3GfVAzuHVdV1vMCL2ZH19Pc6cOTNxDYQbD8hleF5WVlYmrnvnraT9/f2JbaLSWPP61rFXcuCEZQOfDmK5zVvQWgeDc2dk4p1lHBun8EZxuXixJwVAkQ1meEBY9oKckT47OzsBfHA4grd6WtZSjU41QNHtBvae8HW9GhiLSXbP2dGtHX7uA18dzIpRF7CCE97vY3DCAWN80Rn2Zw8PD3sQgkXJyhp18AJ0AjgTRCrIuf1ui4UBIfoMrwnqh+BgywfjxN9VaeBdlQpeagWCWElrHBDKwTixa7SkzJ3g4XxOAZWUVI0y0KJ1q4tab4J0Y6Nt5/Zh7EptPamQKYEb/t2luxqCDeXoOigp5xI4c2CnlN/xCadz5WcK1FnoGsvm0jji/pe2DLP1kfWrVC8rMZyKHI1GvTWO53MhKJY91Lo9xTF2fCR5ZWWlD6DVWBe9rKykPEv/ZbzqZERETHj1US7HdUTERKwO2sagUHUMGyv4rB4ZeLNVhkG3YauNg4ixPQOAorGCaDN0qgJCjkeBrG/hjRqdaoDiFCYYly8wY69HxNGCUYCSxZ24/Tcn3JkZFJww0uUFOx6PY3Nzs9/SQUT6aDTqj+rihI4ejebTSrrNUxLCqkgdA7GFwGWi7czE8JTwmAGwZK5jnkMun3/PwJa6qLVdCnS4DQxSHOmidtYg8xo8XAqktE+ZwHdKTRc28+7MzNHTmbVPCuq0XscfGZ9kVAO+XEeLoNd0GW9mylfbX1I8LVRrs2uTAkQ3ti5PBmr1d16L+t3Fn2i79TeO02IZpuPYyhslBYT1wsoM64RvK8V1BGzF65YOtz/i6EI3gBR+si9iURYXF2Nvb6+XnRzIOQ0gdmlLoJD7jRf6DaP38PCw9z6rAcueFJSna68FsHJ7oC8R+7O3t3cM3PLYZzfXLi0tTVwYyvJXdcOVGhunGqBAMKuydl4P3d5hgFLa3tFTOzyBmQBiJlHwEHHkPeHjchcvXoydnZ1+f3B5eTlWV1d7t+fKykqPuuF5YSYpAScltJGtE+0DC0SQMiNIUTaAHO9DZgJUSQGI7h1rv1QZsBDkvjBBwatgVsHv+o+5U6tILRYdLweseOy4DrSFXcEaU6NAi0GKGycum9vG37N8mr8lDQOMDKyUQAzK4D4x3yI/f+a6phGM06S/UoFbq1PBmgITBSUKdFz5zGM8Pqr8sjWRtVGBlCNemxq3hi0JjqWLOJKPGXHb9Om7uPKdY/rYSNW2tmxH1MCJW7/oL1/FAGCA+EE2iNEWDgh2spfXPnuZ0D7XLshF9Xbg8SAqu9Rbjd/0an1+yrG+9BjzSdfNqQYo7NrH5DmAoveeKDjBS+9PceAkYlLxqDLEuzILtxmBXAiI5QfsoQ94hs358+djfX29d30iOGw8Hvd18WJ2SqeVWHhxX7hM3kZha0hfYHpthy4cHk+nxPFbzUpD27J5yZQc/td3HQeUx143vnfFxRgpn2h8TMYj+J3dquALFrIZ8GKQ4sa9lRwgqXlNXBnaNyd8a/WocmADIbMqS3QSgan9zECXtovzu7nOxlTBsr7cGCrpTao1kKl9yuZB+TcbBx2TiMkn5+pt3FCetXHBZ3gksPUwPz/fe1L48APfHq7xHywTnAzUcXFeVk0HULC/v59u2/Nz1bg/Digo4HSeFfZasAyB9wMGON4VoLCHScHF3NxcdF3XgxTsTqBPDgTVvOctdKoBCpAkK0oW6nokOGLSCmZwwpeyYaL0OntYHeqlUObN9oSh4LA3ygGxCBxbWFjoPSeIaj9z5kzvCgTq1kuInHXuELgCgRLK1fwKTpwly4vICcVWcIK0yuiZUHSWGgs4J1AyxZopcyxuPOCMj/GpMoGARXuwcNXz5PoCoYEtPozL4uJin95FyfOY6h5wBji5z/yuZWbjlP2X1eHACbcpU+wRMTGunFb5dxrleyVART9n9bq6NY/jVQb6+pkVuvI98pe8A9m6K42HA9EMfrjs0pxy33TrW58ZpsSyGHwOWc3GJNYbAxWORdQx1jkojYfKEscPMCT5OWWIj4EBqgAFxAG9Wg9kPY+5k78OpOARIc6LgjQK/FEX+AmG/9LSUv94AQ6WdV6Uk6yxfixOnPMGIPagYAA59sTFnwDpqQcFzMJBQ3wUC3kz6ygiR9ZIr54Tvh4+Io6BE37AHo5vcXQ43rN9SiVuh0ubKSf1mOiRbu27O06dKTC3/cFMzXPnFp/2TQEkFpjWz6BOLTI3Hur5QswQPG8RR8BCL6kCMFXPjhPw6Dtc17i5kZUw7oHQvjNo0W2+TKkyTatENW+WLsvH8Tua7yTEY9TS1pLgzP6/kjGqtVv5Xk8AarA9+FcvqWTFhDEGb7DidtuhaljhNw3I1m0m7bv2qySXkIa3nNUIRJ28Pvh39ZxzXjYOdGsWdcMTWjP0Mg8m8xzqQowhP0gVOoaP/7pxUgNEQQqPJ9eL7yxTMD7QZ26rBydw0HbmHR4vgBQ+coy+K1+p7D0JUDnVAEUvrGGElz0vR5E1u+t5IvS2vYhJL4Ijt8AzcLK1tdU/XK/rjo7nOnCC2BMGCnpRWol4sSs4KTEPCwq3TZFZHM6y0MXkLLiW8thCdHUoOMkUYAaIuE4tF3OI5yNtbGz00ewRR89DYnCrwDjbetKxABBRgAL+0lNSbuyy+UV/Xb9dGSXSeamlL4EV/M9KpLXuljZrW13alnqVpgVYtfZCjrBiYbCCPAC++twwyELmR47v4GsZeFuAgyIzC740PhmPue04TscypiRreUzY08LGKQJvef2zQs/WH7wuNR5W8Kayng0ZeFp3dnb6u1qgtHmdq66APtCtKJ57lZkO3OnaBj+wHGJjHf+xJ4W9Nawb9U6UiKPHtOjppSuhUw1QePCwF6l3luj+ZsTRQGJi2PLARLKC4YXmtg9Qf6Y4Dw+PgqXgOcG+JBA1P4eC7wOAIkKb+cQRH61mUgHigAC/nIXAeRkQqTdF6y0BB22D22bi9uuYur65fuIz3jPr3s2jazsLdXbb4gXrC8/FiDgK7mWAq4Fj2nYGz3AR89YjBCmUj+4baz9qAlcVjuObLJ+bl6xfLIBLdSig0rlooawOBbf6O/eN31vq035k+VuAFFuqCjDQdvXm4c4kePNUYStAYUODlQ7q13GqjUkJ4CswKIEU/k/lDCtfR7q9HxH97aluO4zHmmVRiTLvCfMAdAq28cfj8cS1/iDohPF4PLHFhD5D9vO8c5iB9ofbrwH1+O3w8HACoGB7mvUK+I3Hnrd5dEuNeYsBj56onHYdg049QEHnedAAUtjqYMbXQdQtIn3QlKJ83ZZQRcrfwQgsTABO+KrnM2fO9LcoKjhRJlKAoiiX35VUEGSWEtJyn50HhQGiUyhu7PA7/680raLQOk/6vxM8zDM8/hx/wkescTTcXRCYASVWOmwR7+7uToAeFgx8QZ/rB/jPeagyhcpzXxobrsOVOa1QUuu2VG9LWY5c+69EeHJ9VwJyOB+DUJZFrGQZnGxtbcXm5ubEbapsLfPlksiPcWZlg0Bs3prlfvA2D/c1k4FufDLjTtNyHmdIuXHFuC0uLvZtYiMBZZYMK9cOTuPeua1sRGIds4GBeWDgGRH9M4RYRnRd1+sANpSzsWXiLWfWSQAeuBafZTrLNtZ/vE2jZQH8gj81FuVqbPOcaoAScSQI3ckbDojiRQIm4mPFmdXhlHULOOE8bHkDUSNSneNO+Egx2hAx+RTQ7NZb9EHb4EiVkFpLmleBmebTYM/MenJWlL7XrOaagON02mcGHCr4MP/O+lNvG5QAAMLMzEwPTPgFoMxCH/VrW8GXeFAkvGwQdKiDH9rFnhTu52h0/BhybRutNHYuvVrMzsp1lrX77NaVprsaIKLUjuz/jJifuI7SOiqVhRcHNLKiiJgM0uZtRsRD4YitGmxsaLFRhzgnxLhBgWn7uX1qFbNVr5a7AhkHNlxdOqYOEIFYeaLPUJQKQNVQyubIyST3rml5HWOuuq7rPeS8hjmODJ4XnMx0/KFxbciXGQiQAazDACxUD0JH8cMEeVtRZT7rWpZFMF4VpLTI64xONUDhxcSDlgUqqveE70/RvTV3pb0TorwwXfwJWzt8Tj/iWUS9srISZ86cmbhJkS1jBjgAOfw8C/VilCwZbZsKICdgMotGy1TrS/Mw8zpLXn9zTJ0pV12k7AKtkQrHLKCaPVYQ7BwPwsCEj+Hxg8pKfYbQBEABD2xtbfXzvbOzM/FUbj426bYYGaiwwC6Rm283XhmPTTPeaJfyCOrMvHK18l1f9H8n6GuWvVNUDmhnAIjTOwWt4ISBBcAr+IPBCa4pYMWMvFCECi7gueXtyYWFBTuebo3xexazwukZHDhSuaNjzF4R9FHzsucJvMT8jwcNIs6idb71t8wboH2DToKs4OeUYTsYMUQACru7u8d0CctXvOu4ajt57DDfkFURMSHX8B3gxG316DaPe5QM9BH0rBq1JzEyTjVAUWHm9uedsuHL2cDIbs+XrQP1AkTEMabJwAkutQG46Lquv6yHr3mGcuOrnt3DDPEAQfbi6MtZQExOiGZpHTjRsjNglAkBB1J0Tl3+VjTulJMS90GVPAtUDiqMeDYYdmVlpV/wEDyYP/XCOcvHtQ1CFGUgz/b2ds8D29vbE1tHEdFvZzIvOuWOLcVMmXL7MjBYGkuUV1L23CYEC6plq1uWNZCidWtf9Ps0IOUk1p8bV1W8+A3fM3DCnjV+kCiACU6H8D1OkFm6LQP+Qn0AJ3xHhq5xHVeWbxFHwJf7pR49pC8ZOJy2JD/QZgUz4Hs+7cQHCXgtK4+1gHYFmkqQIVhjOLCBtTw39+yV/pDzCwsL0XXdRFwigmj5hlc9yYW6OPRAvWNufjAvrOvAZ+wVBkiBkQ4wp/3EFg8/ToYfZeDG+iRr6VQDFHZXsmAuBXryzX4AKQpyGODowiopaV5s7DZDwBQutRmNjq6xX11d7VG1PtSKt3bQZtxIyO5DtF3BEvoOyoRMiTLBwv3OQBqXoZQpA24bM3ZWhrPUeLFmgIfz8bFoFajqqsQ+N+YKDyvjxxGwZ0MFcGZxMyji675BOzs7cXh42N89wMJ1dXU1ff6G8igHhJfGpzbWbixr/JUpMQUonN7FRJTalwEul14/u7kp1TeNwM3WIfqnbnXMPwfXI96EH4vBp7wcQI048s7xsVbwsotpUxkHoMTbKRnPZLyur9JcOuDOvzEo0rHM1jIrTbycrtB+aDs0IJ15k5U/lDfqR5whjFEchcZNtygHcUR7e3sTBjd7TFnuKkBR+cXrHO1VgAJec8+mg0eK+WE0GlmAgtAFlZtXss0z9VVvH/7wh+NbvuVb4o477ojRaBS/9Eu/NPF/13Xx1re+NV784hfH8vJy3HffffHHf/zHE2mefvrpeP3rX9+fWvmO7/iO2NramrrxyijOi8AKiwNNeZuE3aJ6nI/rcgPNC4WVhgZL6X0Z2PuFYtMHGuq+IAdO6gU/3Gc+P68KqEURqZJ3J3dUgDmFiP/4ndO7/zPlUgJHXJ6CE20vjxeo5AFTqx7pAS7X1tb6uKEzZ87E6upq/yRn9WpkfVSlDZfw6upqnD17tg+cXl5ejpmZZx+fvrm5Gc8880x8/vOfj6effjo2NjZiPB731nEWj5UJuswi1HHm7yXAWOMFB2R1vrS8TJGU2lsCam4uuC2tL6TPytB1w+1VK5lPDvJ238WLF+OZZ56Jz33uc/H5z38+Ll682McndV03AZTX1tZibW2tN3w4YJvjBThwWxW3eokV9JTAqvYxAymlcdf0+J5tB7q2Ot5yfVQdkvGnayP+d/PIWyArKyuxurrae8vPnDnT6z681tfXe0NjNBpNGKYwbtmL6/Qdy37tO88J6zmOUQEgVt3IugbjowDFxTplYz0NWJnag7K9vR2veMUr4tu//dvjNa95zbH/f/RHfzTe8Y53xHve85542cteFj/4gz8Y999/f/zBH/xBLC0tRUTE61//+vjMZz4Tjz76aBwcHMQb3/jGeNOb3hQ/93M/N1VbMg+KU1xQ+BpsiicwRhyhSwdwlJQ5WYAyGNKtJCg4vjKYI7W1vdxWABQ9IqjASgWDotiMUTiwkhd/6XhxSVFlglvTOosqa6ObZ6YMnDhhUxJIClDQDixoXFftnpitfNMCELkdMzMzfVwL7xXjhZuH+QGXDL70ckKdF/DnaHQUo8ICSAWwfs6UEdeh9ZbSZMLLgYzSWsyAR+ZeLv3mAIXmqQna7H+WHazUGDTgBNfm5mZcuHAhLl68GJubm/12TkT02wju5KEDHxzo3XVH1j74gF+I0VCQqB7NDOS1jKmmcS9nZEDJqlcH7Wk1ONQTUwLrqEO9KJqPZTHiPVjmc6A7gwqNc8PaZvmvQdMom0GB4z23ppnnUJ56UXD7roJWjC0DMfAh7vW6Wts8UwOUBx54IB544AH7X9d18RM/8RPxz/7ZP4tv/dZvjYiI//Af/kPcdttt8Uu/9Evx2te+Nv7wD/8w3v/+98dHP/rReOUrXxkREe985zvjm77pm+LHf/zH44477piqPcyQrKTV9aagwXlP3IVIrj68K5hh4c8KhT0nsHbU0uaFBFCA/PDA4LuiaCfg3EJnBtZ5Q58YLTODqXuY87nx4e81YOSEP75rPAL6jfFn4cDCoyQMS+1FvU5AspB2F/lpfgZL/J9+ZuWLz1A+uBJbBYd7Ajf3h4NzWaAxKEEbAFZalI6zWpn/FQy2CiQHCHhu+d3xSQaKlJjXnIVfajPnyYCK8rKOqbO6+RhpRPQu/q2trbhw4UI888wzcfHixd5LNjNz9JA9DsjOTh4yQGGZBJACXnFbIKq8dbvH9dmNSyZ7HFBVHnPrOQM0XG6r0YH0kDN6Ak7JASIdI44bydYDr3F9xhfSMkiZn5+Pg4ODXv5wu7vu6Ni4rmc35k6OYVwYnBwcHBy7mZdlVHZpm4KTVnmsdFVjUD71qU/Fk08+Gffdd1//29mzZ+Puu++Oxx57LF772tfGY489FufOnevBSUTEfffdFzMzM/H444/Ht33bt01VpzJEZl2r0tcjxhykxgFq+J/ri/DP3GGBoGACjAqAwnEM6mYDY4JpwaR8+yMvABeMyYyhCjKzHCF4OJ8LNKsBDi1X63YCXT874jmdm5ubuIiJF2opH8+ftgnj5La0tCxWJrzHDzCgAKUG6li5o228ncRAlY+su7ahHr0/gduGdmVWo5KbR/ddlVUN7GRj4qgkdLP0rfW2tFfzlOpzdTAPqnvebe1sbGz03pOtra3e27u0tDSxlYMtnEwGsDXLMgUykEEsr3ktjxUw0mZ9n2Ytc75W40KNB07vPKM8H9lWoit7WtI5ZkDLIIQVOrzpq6urE3IesUVY+xo3wvGHAChscGh7uI0MTkqhBS4+KSuDDXvmN3xm47GVripAefLJJyMi4rbbbpv4/bbbbuv/e/LJJ+PWW2+dbMTcXJw/f75Po4T4C9DGxkb/GRPlFLVaEjxoGHC1ZDhANmLyKDNbD/pCPe5YKiaSXfe460QvUYKQ0kvBuP0Rx4OdeHuB07YqgWwhM5Nl4KJFyTlLVet3eZxwRB+zbS3tkwIUZ+lpv53w0zKQBmOEBchCyQEdVx4LGaa5ubn+gYHgKcwr3P3b29vH4gouX748ETiLOtlFn4FwN29unPR3HtvMqs7y8qsFMIFaFKFrv7bHAWXnLZmmfsePGjPggmLxrKeLFy/GxsZGf9R8dvb4jdOIW3DPHFOQzF5k3X5G+xTUuP47pVcaC+YZB9Ja5qg0xk4uqQGJtNo/bjevQchi5e0W3lSZEzF5XcTe3t7EPUaISUQcEc8JZAsHzXL5DMYgf+BF4bFwbXSeYMgOvRTUATaMr24xKh/p6bBp6FSc4nnkkUfi7W9/+7HfeWJ0oHlSVNmyd4PLyNxyXB+XX/Oe8D0laCMYkW+7ZYCjQEpdshGT3hsGZayIWEC5fpTeOb8KOi4jEzJchr4ro7pFnwmBbGE6Iefa6RQp3sELml/rBanA57xswWYghfup4ASfUSfuy3FWHwTIzs7OhIv64OCg30bUfWsdR3YL6/xlgM5RTYDr/8oHNXLz4srIeNHxHpej81xrX7ZuHLkx1+3ky5cvx+7ubmxvb8fGxkYfd7K3txej0ag/CXLLLbfELbfc0gdP4xSItltBNvMsx7XxnUrIl3kn3Pi3rP1sLNzacvlqgNeBH5aLbixc+QpSHLhS8OL6yrKJ40rYA8rGFTxjeqoKgAEGuso/XEeAdnN8TG2rSoEy908NZD4+zGuF421490G97i385OiqApTbb789IiKeeuqpePGLX9z//tRTT8VXfdVX9Wk++9nPTuS7dOlSPP30031+pbe85S3x8MMP9983NjbipS99abrYGWUy8+geK6zwiEmGYnJKRRE6l697iZhMjXp22zuoi0GJRkE77w0raQUUbvFqXyKOH5dzQIeZk+vMrJUSM6py0La59FwWCyAn4Ji0nxlI0bZxm5SfIo7cmDMzMxMnaNgj5gAKhCPPWQZOHACDYJifn+9vEAVI6bquP5qKUxwaae9AG/fbgVodT/eZy8jmH/1XA8KVr2DB8bAjV2eJHxWclPrE7cr4LgO4TlZhbgEqd3d3++PEmNvDw8P+1NjZs2fj3Llzcfbs2VhbW+u9ZNm61X7rFjHSskcB6TVYdlpiOeTGQ8cwG/eSjFAZ1wJ8nGycBmSpnNW8Kpc5LUAK4knY84CbWeFF0W1+9YpgDhGPolu4EUcghdvKsl55EttKzpjXbR70lcMjIGM4z5XEolxVgPKyl70sbr/99vjABz7QA5KNjY14/PHH47u+67siIuKee+6JCxcuxBNPPBF33XVXRER88IMfjMPDw7j77rttuRCwjliIq8tfUS5bEG4fkskxMigDBTypYCqgWkaZ+gAwVye79JkpuK/ZRWCOMiERcfzhUhgnV6YKW9cGB25KQCVTeAp2OGbCgQhO60ClS5+Nj/bV8QqDXnYLc5nOpaxAQMEJ1314eDixfcfjjgh6fvAkTvjs7u7GyspK/+Ij0LqHjfowT7z1k40z5iCzbLN50Pw6PwqYXV73ewlsalscbzilxulKSrZEzEMZSIHswG3BfAHb5cuXew/a+vp6f+wct04jdqWlrfwZdXJbSmPlyuf3bO3rZ26TeqEz0rrVuMgAZG2Lx/Em3h3/c/0A2Q5wK4Bgma5bbPCAsIedt4Lm5ub6Y8Z6OacCXfyu3nTeymJQxuVoezMvPoctYJzRdj5Rhra6Mb+mAGVrays++clP9t8/9alPxcc//vE4f/583HnnnfG93/u98cM//MPxxV/8xf0x4zvuuCNe/epXR0TEl33Zl8WrXvWq+M7v/M746Z/+6Tg4OIiHHnooXvva1059ggfkmD1D2llsQUv6EgFQqGsMbdJ4kSxWBgyg746pWsBJpkBAzvuB33UsNE8GCDlPCSjo75k1he0HBVHaJyycFreiCnU3ZizoHGBTQKlASsGxjiULO/bmcd1QHDMzM8dO5rDVsrm5OSHIcPPozs5OrK2tTXj0+LZi1IUxBs+5eed2KbBEev6swhCkIEzH2yn1rB7+rspL21FSSFlfMh7WV6l8zFm27mFZ46ZYXMIG+bG0tNTfnaHP6uK6VfGW2qRjrNSyXkrz4MZe5W3WBpW9ri/4jdeayi9Xpq7Jklx3fMXvus65b5lXmU+S4gZf9lLx/SkcW8Sef8gF3VaBnHJzysadjj3K0ng+d8WB8hj4mo9Qz8/P93f0OC9KzUPLNDVA+djHPhZf//Vf33/H1ssb3vCGePe73x3f//3fH9vb2/GmN70pLly4EF/7tV8b73//+/s7UCIifvZnfzYeeuihuPfee2NmZiYefPDBeMc73jFtU3pSYVYCKS4fo09mpmxx4Z0FDCYBzMcneMBQWSCvLkLdhmKGyPqq/eNtBu6/LmRlVjdOLh1bXuwu5npY2XE5pbLdnEEYcPoMkSsoyQAKynHzCkCAcSyBE97z5fF1dbu2ID1AglMqsIYgDHgO+OQZLG888wkghZ/1wTzvthmYP0oA0wEBfdffuAy28DKl73iiBPa0LtcHnWt+1zylbVIFTiW+1rHm9Q/DBg8A3N7ejp2dnf6uE1zax5cBYns44vhJnRIgU3lTmjsl/s+tO/TFyYEWgIf/XBtK7dW1puXxvIBvIJdKsiGr2/2f8Yf2T70S/PRgBQt8vxIMF+QbjUYToIDBBep3Hm14erm9LEfwYqM486Jw3ArazM/mgUcX/X7OPChf93VfV6xgNBrFD/3QD8UP/dAPpWnOnz8/9aVsjiC0VThkIEPTMENpLIhaxLz4nMBktxwUQkS+JcP58c5eE3caCHU75aLlqfDVxeyELQuITAg5cKLCL1PMbo6ckNK+oD2cXtunAk0Ft1MgGWUAjst3oFCpdSGW+smntvQKfRUufJIDN40CLPNdPMyLsN64fgcA3LjoeGTgRMeP51pBdgmc8FjVlEsGSEvvWfmZgq2R9ku9vF13dISUvSeIO8EJLgYnrLB0y5oDE5XUG6UgDGW4tVUa02moBk64XVzntEqNy9NyWFGWPKxcjgJpEHtQXN2cnueFwQmOHGvALLZ7OF4RSn93d7cHMfp4DQAQlutsJCqIVEMH2zM8XupF0W0e9aKgHD79w7x6TQHKaSAVkA69qaLPhGGJ+fA/wMnu7m5vvfINtXrKyAEUFjJZkCy3O9uaUdL2un46wAWhpaeH3FaVC/R1lpaCJ3x2ikLnIWJycWUKRH9vAUu1ceM2qOLN8ul4ujSu3RkPQikxMIWy0mvsWYHxfSkQJLxfjDLBH5lrXAVfy/hpfzKQgnd4q7K0zFPTWGMlfs8AcUlxuf6XgJyuV/ZuIl6IHxjHWztra2s9OOGHSLLA17uKnMzSuWDwzp5aGGu6XjJe57qcLMpAXsnTjfZNo8iyecrkuvZdtxHV01CrV9eG825Dps7MzBw7xstbrljbehnf3t5eP9dsDOPG6bm5ObuVk7UZ/3OQLuQDe5uUz1ifMkDhW2XRHx1nlNlKNzVAYUZ0WyXOgovw2wQgTcvMgj3/8XgcEcevsubAWHZxqzvNgRRFxVkMS02oKkhw4ETvism2qpxHiMvJxtDNVwkcZlZ0lr4VjKhC0npYYWo92mdtZ8ki0/q0HW5bjsfUnVrTPWkoMWwfjMfjXvDxAw75mOLsrD9uzO3NQKaOXwmc6BipMHX8xHU7viqBEEc1peOUfEngOxCuljSDk6478p5ga4evscfWDi5kW1lZ6T1kvE6d4tB2s+Lj+zWc+57lkvYRhHXBMkllaU1+ulcrleZBx1zLz/QCe1k1XyafnNwt9Ys9KDgxw2Ov24B4nAbWK57nhrnnY8t8IghzlIUR6Dh2XTdxqog9MdBLzC9Z2AF7YbBthToVELfSqQcomWIDM+giVqHmmFc/s3DhhYjJQ4AbBA0uVYLw1xv7ND4E5WRCh5Wia4vrf8YEPF7OG8EuPT7epuDIXfCjwmgacKL5XLt5i80pEC23VB7/BgsqU3bal1qfMsoUvGsvWxscKMtlATCqBYS+qCt5PB7H1tbWxKkeftRCaeuwNH7aR02nQKxl/PT/EjjJ6p9G6ZXKqbVR5YYDujqeMGwQe4JYoa7r+tuD19fXJy5jAx9ALrAB4zytqNv1CcpGL+NySlr7q+WxTNSt4tK6mRaUZOtYPSAONGlMBsZRDzJwfm5j1ne3fawyWkHKaDQ6BhDVk8OxKLhhdn9/Pw4PD2N/f3/CAOEAVgZJDHZYH+g8cDo2OBlYsP7U0zwoQ7eKAMIcGGylUw1QeBE6RR0xGcCqg+MYqIT49dQKyt7f35/wnly+fDkWFhYm8rhjxagvc6M5MMVuYr7KnAVA6RQGl6XtYOZzl80hLwdHue2qlr1dN1ctCocFjQoBB3QyxYG0DAS0LwwgubxS31xa/S/rowMpEGaluWTgy8CZL+ICf0Eh7uzs9NsGzJvMs7VtFOVNHWf3mcclAxMMGDltq2BrBSmtIEt/d3OazQ0DPrzUs7WzszMRd7KwsDBxakePE7OsUE8nxwbweDOxBc4Xtbl2u3XlxskBGlZo08oErccBP6aSUcMymONsMH7sOWRggt9b5JMDhiyvlL/VU40Xpwcv4Bp8DnRHfZhHyGo2GtF31SM8ZgpI+T81Vp2hD92gIEdPBKE81k8tdOoBivMqgHhgdN8MaFm3KTJQoAAFaeGmhbDBjX96vj07MaHxMU4BOnCi5SkTTANO0Jds4ThGZoWG/PzeQq1pnVWnQt9ZPJnVlglctxdda3tJWbWAJQeasrYhDS9wno+ZmaNHKRwcHMT6+nofEwVBxnEp4/G4V34oS60uBiqZNZkpjwwwqscqG1eON0H/SiClFZi05M8o43NVADqWGqeFuDU+ZTUajfqLus6cORNra2sTN8VGHI9VY6UBYpCCtnDdUDwaB4E8+nyVGmWGHtrCsgX/TQtSuFzlK13zKiP4ZAqnZ5DHMt6BrZI81d91TbKyBinI5DgUrA3MxeLiYiwvL/dbPF3X9YcweC65DB0DZyyVDA+UOzMz04MTBcOqo9iDwt5c1XXPO4DiGIGtDVVU7H3Q5+9wXkXAEDQRR5OIfUC2RNAOdXc5ZZ69eDHx4kE/s0XEAkHHyo0fk4I5FnwKljSfWwBZvZliqikI7rNaR3gpuq8BtZLSw38O9GQgR/9ToewEqxubDKTUxhM8jQBL3I1yeHgYOzs7EfHsHjhOjeCEAAtndte6OrL2lfrieCabb1hZAEcKGnWLdBrK2u0AY5avVEbGn2zNXr58uQ9w5BN/iDnQI8UcU+S2gdnK1z5om1j5cKBl13WpURURxwBQC6k8Ka2FaYjXWAaaVWYzP7OMhRJW47PEB07mMgjQ+VfvGedTbzWvw4jJe0b4yeYRk54wbAG5R76gbTxvTj6qccBbidnN5jzerPNY76kOft4AFKegMk8KW4EYyJmZmT7imJEnyHlQwMAczArmwMBzwKKeUY/wWyCOUViBZp6TEjmrjt81LS9c3s/m8Sjl43GelqaxeHnxZnu9KhxZsGTgQsuvKdEauYWfgaVSOmfJKRDDfxgLeFLOnDnT70/PzMz0QZi4tZQvg1pcXJzwSPJpDt3u4s+u/W4MsrHMLNVMCAKoZcopIy07Ww+q/Fx+TV8DzlAYrJD0fhp4T/gRBWyFRkzG1NXWmlrR6Bdv78CwArBlcApZw0q3VJcbK5Up+E/beFJy/KLygbd3WB6oF4OBJNqWefpK7eB+KfjBHLj6AVDQdm4Dn5DBBW8cYrC3t3fsBA23IQOFTs5w2yJiAqBkHn+0Wb0oHP+ifNBCpx6gOCtFFZYbSA4sdCCC6+C62ArRJ4J23bMnLLBviFMSjIidm9MBAeemU0GYUel/XgCcTsfKjbMDAegTGLrFOmIF0CJgS31REIn2ZO3g/mr92ZgwsRCsCa6TCN5au5Em4rgl23XdxKVPCwsLsbq62guW0WgUOzs7vbBBPAoLNRw95rWF+rFPr8Ak68eVjIUTgM54UCBRApQO0GV5S/PrhLoaMm4vXj0XkBsAhzitsbKyMuHZUoWqSjZrj5MXaAO2pbEFyKc/1FOrnrvM6+jWFI+9S+/aXSLHA1k6BgjqxVCAoEZZNn6ub6wTmA+cfnIAheM8dGsO4w3FzxezwZsCcImjyfBe8BjAQKltkbq+KrDjvrvx1is1uM8AyK10qgFKhAcp6qZzgg6CRI//ugXmFrlGwUN489EwB1BaFLjW69pQGg+3FeC+88uBJV5k+gI5oV9TsPp7DUSgHVx+TVDVFFxGrWOezZ9LmylSB/hcm7XPCpIcoITQwh0JDM4RyI07OMbjcQ9SWKio5cXBhDoGGdjOxkT/1+1VtrbcnHO5Jf7Rtrnxrbn1W9rOY+62DGDQMDDA1g6MGoATyA3meQUnpb38zJiBcuBHIaAdzKOZF/ok1LJO3LwykMBvDohln1lu8Bxru3QLinkN+ZjnXXsZnGgbHVhlRa0xKBwo64CO3nWkhjGu0OdLG3ktZ2uIZXsGLJxRre8OpGg5zxsPCihDuyAWdhgcp3SdonaLVPf9sCfIe4UQNHzzo5skXgylPig5IMD5eCG4/zOAouTc1W7Ba9v4vZWytvF/2n/Np/+3gB/0043PlZICRlYE2dhnVkqEv6wuIvrTVhBWHAe1srIyUdZoNOpPjbBFD5CCWAQFiJkVlgkr1IX3ksJTkMLpWAGUqKREtLwWcFXjXx0jBngKTvTOEwYoMGqWl5etzGBwoie6SmOt4ES9Jzs7O7G7uxtd1/UKTYGVjlkGQDO5q21U8KTgsDTHTrnWgI6rSwGreqQ0P+YiU6xqLCjAUS8Ob3loLBHawsHJKMfJYaSHLtrb24ulpaU+hivTKzoPkBvq/WhZd24t13RxK51qgILOsuDNBoXTsjXpIqydYo842jqA54SfMDkajfqtHQgauGkVRWZ7xy1CNRMSXAYzllOALBSc0nCK37l+WdlqG5ywd/2rMbezfDLlVvLusNDgvoFUKLSMs6Osn06Qtix85hvkcQvctRWCZmFh4Zg7OyJ6YM1gmxUV6psGqJUAIVNJCOs6QVrHUxn/4HMLSC4BrKxPTgG5bR0oIQACPC8JAJG3hDXuBOOkystdI9AyR7wtzQ+W5D6pPKzJHQfsXR6VJdm2MY8xl5f9n31v/Y/HRvWD6pNSOeBTlj/oK659xzuMCfWGlfiZeQxeefaisD7K7kRh/nZy1vGx6zfK0fEqrbVW/aV0qgGKc89FHLek3SJnJV2Kr3CCFVYnMwPQJy7BwhNH1VWbLVyQWj0srNkrou5IBVRs6bYKau63tkfdjtpOXcSuXdrnrE1aJ/fB9YWtAl6IPIbcphoQ5DK1TQ5ouHJAmbVQE6gKTpRnmbQON2cLCwvHgitxeoMVF1/c5iyhLL6nBha43dw3nl83xtx/HeNpFXQNbGnwbVYGl6UWsir4w8PD3nOysbERm5ub/ZOKoWwAUBA/oNax29ZpNXJ4zJGfjxfD0ma3vG4t6ZyzF1rnTdPp9qJ6E1pAemkunPJUUO/mzdXh+Jrn2Y25M0gU4GifWTYrEM+UPcpBfIke43XzyuPO/XNjoVs87EEB8Q6EjpmOX+m3540HhRetojkl/MdnshVBctqsDL4YB4wQEf3RzuXl5f7uAnbVchuyReDaiz5CYLk+OmYoMYGCHRameG8Rftp+ZmhF7G4s3X+tAksXFqwT9h6VxsPVk7kzM+Wpbcq2X1w/W5Q73rn8TImPRvn9KCzcoAz5CGHXdRPH5XX/uCbU3XsLkFPQVVoHpbHMaBoeVsVWMhzwHW1ncMIKnuN8tra2YmNjIzY2NvqYD9xBow9ZUwPFWdmZrGN+UR5i0MBWtrZdwUa2BcLjonlYJrM177wnpTWl31uMC17HXA4DdgURXEZJPjsDqdRu1TE6VpqvNL+YJz4hOj8/388lnyg9ODg4pn/Qbx0f7psLe6j1sSQL9JXploxONUDhxaPozjEegxlMXM3VmNXH3hMwDj990rlquYyIsrWj9TFzcXtq4MQxQ2nbxCFjLV/LdgLRjZ2mmYZRs7RqySow0v1ddcG21OOEMNK6cVPAlykTrrMmgEtjoEoVYEV5GtsJHJiHMUJsAqwzDZZ1Qr9l/ko8ETFpTdUACq/rkgJjsMFlaJtcPVxGlpaVjQMnGC/EBvDWzng8jsPDw1556APWnMzK1iL3W8ehdUwjjns23Ng5Hs6AOwMqjp1Rr3Vtaz2TOU65ur67ts7OTt7LkekI3i4ujXeLDOE1kM2Fa4MDxfDULy4u9qCWn1iuWz18Kk+3/XkMHCDj+lWW1fivNo+tdKoBClNJgUZM7jHWtnhYyDmgo65yWPB4doIe8yohyJLgdvuiCi7QLrVWaoJK++XcjG5sdfx0rDNllvWzBFRQDysxFWwO9etiUhd1CQQweEV9bC1rn2vzWVucGSByZWRjpXyOo4dw//JeMitFFmSw6vG/e7glW581ZeD6oW3OlAvaXRojlO94ldcc53dCuKUf+psDxSpDAE4Qe4KHAeIoqRo0bMyAr5znIpNvPJ7MwyXlyL9nVrPyVjZOmYyE4uQ+qKxVKvG4gkf028kkEAMwXg+lbcMS/5RkmoIN15+SjGCDFB5h7Qt7QvkiRr4TBUHv/DBQrZvr1PZlW/m69nUeHVDNQEwLnWqAUhKA7n9mAB1kVXo164A9Nk6wMwIv7TGWFKYyBAsTl4YFgeYBZR6j2uLkNO53/U3nQMc7U7jaX/WK8fYNl6cWoFpxWfwR8vLWFLdblbPrb6t1kAleBY6l//X3TGGxFcblMpjW44p7e3sTAlCPKrr1wO3mtvK863+t49Mi5GtKwpWt67wE/lw/db+ev0dED/gYnGSndrAdzN6TzDhx/XXrswUgKlhw89o6HipHsrXngqK17bU6HR85kKIgiOeLt821fpbVasC1jknWF5UX2Yu9ONpfvg8Fd+eooYFj7PCy6LgzgFdgx/qh5OFyeqnGS61zzHTqAUpJaGakC17LUKWkVrkCFAh9dyMt6lIrPusLt5GZSOMBSvuDmVDL9he1jaUxrqH/rD3TUKaUsFid+9P1CXPEt/7q6RTXJ8cPpX4r8Xi3WBDoVwmouvQlcIL6+Z4EtI1P9wCUsFBUTyB7UVBmBjxLlIFml1/XgktbG4dafm5Lpvg0D8+tC/aEmx2PEtja2oqdnZ3+Bl/c8Lu2tjbxRGk2ZkoApUQqGxSAZ+s9Wws6HgrkNR/LAd5OV4OpZCS5OeL/a+kdEHIyk9vM5WWKW+vLQCBvx2dA2dXhQAr6qwB4fn4+Dg8Pe4AyHo9jdna2396ZnZ2N8Xg8sQ3Eesz1nfuVeQUzkOHkZYT39mOMWummAii6uFoADE/I3NzcsUljpmZlp1HSugeN9HhXhi0Jc13oilazBd4yVmirMqljPl3YGdNyX/k3pzi0Tu03f+Y6dG7deDiQovdHuDgUKO2u64710YEUXaCZ4OLPTpk6cgLY5SuVh/bpRV48jxz7AH5gF/Hu7u6Ei5hftXshXHu0b1m/a0BtGhDj0k2bRvlsNBpNBBHzcczDw8OJoNjNzc3Y2tqK3d3duHz5ch9Ir8/agVGj614NodZ2O9mnitD1MSvfleNkq1OwOve6VrUNDnRkyt7xv+OjmtcYn7NxzsanxDNatgMg2gbXLv2OfujV95Bf8ITihmAc5ODnarF+0vFSHeFAWjYeTna6OZ6GbgqAot950Fv2ViF0IWjgBsR/rIQZpGCCkVdv4kQ9TvmXQAoYGFY/2uSAA4gXvEO3KhgUROm4aD4Xj4B0brGVLAhXn/7mrBudPyf0dJuHBb5u85TAa7bIWpVdJmivJmVjh3cncFnJ8gmSvb293kXMz2iB8NMA0FqfHGjTz2gP1pFbp6W+tlILkNE6VbEyOOP1zryBQGN4ThAUi1gCgJP19fVYW1vrr7TPwIkqslr7S+BOPbi18rLy+bOTc7rOOL27At3NTYmnSqDEtZnzaVmlccisfzceWVu17Gl5WPMp0GSAAl7EMWN+EOWlS5diYWGh518OWOa+qH7APKlMVx5FGRjnkpE3LZ1qgJKRG2xF+jq4EDgYaF7Q+MxnzXECAnndU4tRly4G1Mmk6Jqv0kf6hYWFYwCCLYzMSlJl65im5K1h5eQutnN9wHf+j8c/owy4lUBExPEbbzXIkkGKcwG7etxY43uLsMH4uZgnNz8ZnUQ5lwIaMZewwhYXFyceXMcCjvexmR+wHtxY1NrLc4b1wzyMOmrP7HDrSvlH54zXS9Yu9zv3ncEJjwW8JwAo29vb/dbO4uJirK2txfr6+jHvSbZ97C5kKyk7BRCl8cKLebumSBxIUZnKbXfyVQGKa1dEfgJOQUoJhOi4ZOORUTYeJ1G0JwWWWR7mQ36eXMSRp18vbYs4WnPY7uZxU/2Az2r0qK5wcjLbAi2NhaNTDVDcggM5VIjBhmDFImKQwQpFrQF+9g4ACrwL/MpAipJjTNTL1ixocXHxGLBiYc+LWxGte9exc6hYBTMzsAoOlOGodQFmYEH764QxnmWBhQvvk/bNCWdehCVlVhPiJUE5DTmeniYvA+2II+HDggqCDSAEXhSAFA6+Y2EDvlfFOW1bdfzh2cIazIAw6qv95nhFeXaatipIxzpXgIJn3ID/8NBG3trB83a4LQ6ctHpQSsTbm1k8SLZlXJJbCjDUu4y8rExdjF4mx5184TZom2rUagRkgO1K17UCAa6rhbSNeicKdA/4h++74Xq7rpsAxlw+8wT/rvyZgRTnqT8JCAOdeoDi3E0RxwEKBgeLqOu62N/f7wUBBDafasB/KrRx7rzrjp5fwA9bcwu3pHAUzOizftA+PrKn/eT6YH1myNiNYXbaRRnWleFibLRfztKpWRWuDGfB4Te2KBQwYVzRN54nN4ZZuzJyiq8E2FrKqbXBjXNWJgOAiCMXNruJ5+fn+z1rvS2ZbzgFjzFvZ+1nsJf1h+cP4EfntwZUpp0zBfOuzdy+DJxEHAXGYu8f8mE0GvUPAVxbW+sDYwFOGADrVfaZss5AmPZN51xlJAyriJi4lVTz68utS5ZZegkcxk+9J9on57G+UpDu2qvgQNeQ4znk4fHLwJLyblY+A/2a8laAwOBB79KBkRFx/DSYW1Pcj9LWdwZQeK6QnnVuadu2hU41QHGKlQdchUpETCwkgABMDJQbyobLm/Pp83cYxbIrPGJy4bmJzBgF6fgyLXgHeMG6RYT/3R6jMh7Gj8EQ346rzOpcdSUrR9vIVFJatbwKltA2ttQ4kBmgNBOUOgclhYv0nDaz+rIySpZgqV7Xjlo5JQLPY5sHd6PwmKmbmLc1+HPW3gyQurY7Ps3AamksuKwSZcpG1xfWuYudcHE72OPHuMJ7AnCinheNkUKbanxV6xuDH3dvE+IS+MSWgpRs65fr4bZDZrEMAZ9kBpzW5/qfkZvnLG+Nvxww1jqcnGDl79Jz2qwdru36u44ZjysbGW7LkPOMRseva+i6I8NWvR/aLgdSWu/dmZZuCoDCJ2vUncULBBMCpY+7CSCAocBGo9FEWSysYR0dHh5O3HvCt2+CdDKdgM6Eb+uCdeUocziAwVYPX+4D8MX7k45hHWVKQtuCcmvC1wmFiMkr0rkeLDK+9p69TqPRKA4ODnr3JgO5lgXlhIm+c99OYvlxXTpOWftKCjwTgPiPlRVeyvfqJobC5v7qHCnVAGmJd9zcuPGpjUXWLtcWfumpHRgCblsHAA9yYWVlpX8+F662Z48Gyy8HBrI2al9df1l+oGzMOeLZZmZm7EMK1agqgWzuh3p5FZw4GYK0rbLOfefPusXNY9TisdAxLYEgrtvJ3GweW/mUx8b1F/zJdxvBGGPgqHWrYaHzlW3P8Nzo62oAEqVTDVAYvfOzcViYqmDBxKlg4bx8JAuABkoc6cAYsJKcdeD2lCOOR4g7BM/AShF6RhmCV2ZT4bqzs9M/ep0jvGFhKThxyihTIk5BqnIpKTcnGNgC4DIUTEUcecLwmRUO5pnnI9uSyYSVs2xarD4VntpXHZ8aZcLagRMVrvACLi4u9h4AjoFwx+pRnoJZbX9ruxmQq3JiPoJy17619N39nrUJ46IxZug7ZMJ4PJ64KZbvksFlbGtraz04Ae9iDerL8VGpnyVFp1YvyoPcglxcWlrqt51K2zyuHgVaALOYIx0/lsNu7ehccX9rQD3ru5aTrWEdTwduHGgD0Cu1ryQbpgEpIHgsoCM4FgVGpgOOfG2Aq4O3MHmbxhkLbt50TrN5aKVTD1B0YTBiZAuIvRwAHXxfwZkzZ3r3KyYXoGQ8Hh+zkNi1pu7RiPzCJQgo9QDgnbeaFhcXe6Glz0fJAAsvJi6ThQKUNp6yur29fewyKfQni7xnwsItWTiunTVwgjl2nxmgOMuFwQvv68N61BNR6vlyY1pT/GgXnxIq9ZvLcWPnxqdmtWkZShgP7jMLOTyrh0GdeieVl7jPJWtKgQb3jdcuK2oWkiAGKa39zsbTfQc44cBOvoYAx4nxjB2+xn40GllwAuWPfvGYMiB0/XCKr2X+eT5YJuI+FsgxfpIyz0sJnPBn9v4oOGGFBwOO296iuDI5UgPByovOe1IzKpxidm3I5JQbx2mVNa8R5gmsC469A6+yEYqtR4CUkjdcA+JxNxjrER4XHQfXZydPW+lUA5SII5DitnoYZfL13dhrG4/Hsbm5GRcuXOjBCc6MHx4exu7ubmxubsbFixdjc3MzdnZ2eiHED2wqXVVd28MtgRMIkcPDw2NAqKb8tVxmHhawOBIJ648FsjK9E15aF+rQOXK/6xi4fA6tOwWvXim2BMEbEMjqaeMxYyWStVMXJrumS/3Ttrv/S6SCLwM32W/qHVIQD28ge0t0G4J5GIqcf1NF66xTFZDqaeTtCK5LQU3GNzXK5oMVkYITeNv4rpONjY24ePHiBLiHp2RpaSlWVlZiaWnJ3hSrAAVtqVnYNWDrPCAOOMA7Cjm2uLh4LIBV28NzwHKA+6Wgn69g4K32DJxkyqzFmOGxYM9eRtl4O48BQDHkA7cla5tT1NMqaydrVeaxrEagLHgLgdvj8bjnQ91VQD0oi73QGAvWATyHTvYrKHYyoJVuCoDCe+UMUngi9WF+o9Eo9vf3Y3Nzs188ly5diu3t7d665sekb25uxu7ubg8WIMxrD/pSt60jbidbsktLSxFxtNj4pJBaA6pg+TcWCOya1vsa2HLU42sKihzoUObLrAqXNrNO+LOWgXmH8nCWkipCF1RdUvQKwtTTkoEvTq/epdYx4+/Tjp8CoWzrCuPDfMePbwfP4Hg9e/LYa4I6eG/bCScn0HT9cnyQbi22UItlreUxv/CWBHsVLl9+9qbd7e3tuHjxYjzzzDOxsbERu7u70XVdLC4uxmh05EGB5wQCvWS0TAuyWscB46tBshExodR4izpTpG5NaT2c1m2v6xxo3ozQLn5v6T/ndX3RtFl/MW4OKHAeLq/WxmkNE65bPYp8H8rc3Fy/Vbu7u3sshoofZsu8iT5qu9QLVvLkt4CTkodZ6aYAKKx0SgAFQgNWDrZvIqL3mFy8eLE/popHpY/H49jb2+vBCVsdNe8J2oh3x9QKUGDNHhwc9P1z3gy8eMtIwQkIQkr3zXd2dnrEjfL1EfBZ8JxjQp4XvKsQVlDl8jrBrZ8hMABSdFuLFyZb9g48uraoMHKKUhek9s9R9nutz66cFkXM5LxGPF4c+I0x4lNerHAh4CKOgJju0Wft53FTcIK7bNAu3aJs7Sv6yP+XFBEsRd0SVnCysbERzzzzTFy4cCE2Nzf7tQNAws9A4csf1XhhGcFjUqIaP7CVj5eLD+EYNwUQbv6YT5BW265jquW7OiLy4FgHLGoGBROPhbbNfXbjqfndeGtZrjzls1aAxS+eX13H7rgxPMVbW1sRMalfkFb1COpVeea2O0tA1c0lSL3dJTrVAAUMq8FAvNcGggcCEfUrKyt9TMnOzk6/5QNXZ9d1vWAG2MGEtnpPaoJaJw0WqLqWITgZwSINmEcZl13KaBc//h0PMQM4Qb+wdw7XdLYvzf3LBIz7XrP8Qa3CmhcuCxsGevAEcDvZva5749w2Ljfbu3VzzIJYBUpLn0qUgbrW8lEGf1YvIys0PIBMBRPzpvK8E1LcP163+mKvDr9a+9b6vyoqBSZsXUJOYEsY2777+/v92C0uLvZPKIZsYMMli9Vw66SlrzqHeGdec2Os8868X5JZrMyYdK4dOEEd3EdnwGXGjOuzGxMmXb/cZz7J5+QS+lvylqBszq8eP31h/BT4ubHU+eBx4zngPvFxY77qHm2FHkQIgYIwB2jRLz2NlcX06Bam8tvzBqBEHHcRsxeFFSsAxtLSUqytrfXxJJubm/2+8sHBwYRix2KenZ3tJxRCCAq8FnsCyhQzv6sL0cVVsAsaW1WoW5kZ9cP6g8cIJ3ZwBwz6t7q62r/wlNXSyaSagFXFxO8lj4TOr1KG2nVrZ35+vo8pAuCEYMG2Be4NUMGh/YEXBnXMzMwU4y24ra3goVSW45eszpaydc7AaxgzCCJYYfA0cv8jYmL7jy13B9AV0LInS7d12GUNgahzXfI+ZEpHiZUugxO+VRpPJ97Y2OjByfb2ds9Pi4uLsbKyEmfOnOmDYnntsJHAd/PoXLh+lObYrR9Vdm5bE/+VeILHWk90sJzifqkyUqXMdZ0EnNXACa8JlvvgK5QBRctjoTIc9fC2F/eFvfSuz9p3fTlg5PrmZDp7zRkY8aMrFhcXjz0wEH2HLgOQ5m1ZhADwhYNui8eBFMdvWdxaK900AEWPU+EeDDADhM7Kykqsr6/32ydzc3MTngQ+Zol8yLu8vBwrKys9QOFjec5z4sgJE148rl9QjFho7M5zC4vbgj7xceLxeNyDE76vYW1tLc6cOdM/xEwBkL6cQLsSalG6zjrhMeNFcHh42Ac8o30YT8RU4F4UxLHw4mEhgLzgBxZiru+lvrQqz1ZyQFBJlRkUD//P4BeXtkUcXUbGwiYiYnV19RhgwVjwlg//zuPGv/PcqSWoc8D9VKXFv5dIFYgDJwC1Ozs7fUDsxsZGb9xA2J85cybOnTsX586di7W1tVheXu7XjlszGe+UgEmNj7L+8rjzfJSsWK5LQb9u00DmYi0xX6mHpgbWW+WHemL0N07H7wqSkB58rToE48uygY0Unl+uU7cks9iN0jg4nkB7HEiBXoARDpkPkMIPnWUvOfMp6wnk5TqcB0U9yk4Xu/FppVMNUNSy14HRAFVMztraWs9oi4uLsb29PTGZuFE1InpQg6uq8RTSabwL2l63TQBiRYojYsyYYBTeQ4yIvu8sBOEZ0pgT9pzMzMz021647RICFkJawYgK2gycZJadWjrTzrcDJ5puNBpN3ArMCgKgjfdjOfaC28dWksY5qRVUA2nTApkSOeVVAieZhanKCEIOwG00Gk3wIoMU8B6CQ9WL4rwqEf7SKQaWvJfOIBllAqRgTYBK22iO/xSUKTjhbZ2LFy/2MSfY1nHgZHV19dgzvVQ2OAXUqrgdACspYuThdui60bWk5anShQcB/WGwj/aBd1xZ0wAR52Hg95osUYDEMhv5nGeLDwqwB4iNX33uEINslfHqdVDvqxsrbSOPn1u72GbEnPDtxtBvMzNHIQrQYej79vZ2bG5u9k/iRnqMQSlIltvlAAqnf155UCImt3lKWxBQWsvLyxERfWDb2tpaf9cJAmIVoPBj0jk6PyL3njh07xQrwIKCEwQmgpn1AYV8rwsWED+RluNN+B4XMAziDRiAAZzwCQ0WsLyQeaFkilc/u7lTQVMrRxezKx8Loeu63ovCiwbbeVDICwsLEXGkpNn64WdbYPuDx6EVZDnFUBqjaUBLCSQyIFHhzH1ghc2nO0aj0cRzVlgo4529HahXwTsrUIwzAKACFL4WgJUDC38OhC+NQyb8XUwXgxNcM3DhwoV45plnYnNzszcYlpaWYn19PW655ZY4d+5crK+v99uiauFnXseMsjnT+eNxYyuX0zCf4sVbmapk8Bun0e0JlIPtAGwf4wZT9aCoIdcqG1pBTTYu/JkBA7cFbYVM6LpuwtugjzCBcoaByzpHx4vbNDc313vduN3qUeT14/rMfKWgiPXR6urqhB7he68YkB8eHsbKykpERGxvb8eFCxfiwoULsbW1FZcuXYrFxcW+Xeo50bFmsOceGslz0UqnGqAwAwCMMLJndzC7NmHx4WQPkCaUOG6W7bquT4PYDN5fRtkqABxQKSkn7gMWPj98DMKd3exs1QDUdF03AUy2t7f7F/rE4GRhYaHftsKdDfpQOAdCMmHR2k9Oz4K4NL+tIABpsQjgnsVJKI6r2Nvbi9nZ2djd3e3HI2JSwGC8Iiavfsfidu1rARZOWJYEsRPCJQGWgTZOx+CA4woYtHGwJweNY51BEGE/my1OVXgYSw7qduOGNrAgjTiaFwYqUBQagOoUMIiFrFqEkBt7e3vHPCfj8Ti6ruvjtc6ePRtnz56N9fX13qvKXkfeolVjqTQ3rfOPvqgSduBdjQr+X7cktE6ncPnRHxznoHPFbVJFzF6BjDKQ0gLgVBFqOxg0I86IDRCWk/CwohyOy+BnD4HwP+rpuq6/5ZXng+VsBhaVMg+KpmfvFkDK/v5+bGxs9OXs7+/3BvvOzk5cvHgxLl68OOFt4ZNtzAdZnVmALPNSK51qgJJtlfBiBOPgOwYJIANKen9/P1ZXVyeeSQOEDU+DO1bMwoiBkCOnvLmciCMXIj8fB31glx0CPJGHjw/jbhOc1MGj39Ef7PHjyDX2I5kBHehi937Ja6IKgf9TIcPvWZ5W5a//MX9gDjlQ9vDwMMbj8YTXwAVmstKBFeQsCEclYeMAh6YpKbMasHPKWdNjXtl9D8Hs9rL51BvHHuBkHD94LjsdxW3HGkW8S8SR5coKzL3ggVGQAl7X8dA+slWI9mBbFOAEp3UATjiObX19/VhAOVuRGWhqoYwf3Pyqh0PXmhpRnI9PByIft1etXjWgdEucFTfkidtyUjmpPDqNQcJ5WJbAM631oGxe47hZfHd3twfjo9HomCePt+/AcxyTxjqGxxN18DhybKHOp/YFpKBG+VzBNs/VwcFBb6ziv/F43N+3hQsI8T90gspEbovOKeuKzFB43gCUWqd5gWZuOERzY999aWnp2NEsMCYL3YjjgaNZAF8GTBSJop0qACBw4RWBtQblCYsP3hK+fhsAZzSavC0UJ5IYdCnid8JVLTAWYtrH7LMDKfisyjwTVBk4yiwLXOHOz6uANwDjqFY7gCh7qViYsxXo2ucAxLSCl/OVxlHL5zWhwp8FKf5nYQlewfYfQAiEDsAw+HR3dze2t7f7+Cw+4eaOmbIbmK/iBgDUGBOcNGBggrIAUtibg3woh4EJK3T2njA42dramgAne3t7PQ+x5wT91YBYPcXA8Uo1kMJ87D7ruwJl5leecweSMAbuvhb1COjWDry7bMxxeSovVRa3jAFTaR1x2SybMQ5OkSug67qu96JgawTrQE+qcT702XmmQBh3xC7hN/aqKThxxgX3l0GnAi60AfPIa4wv6UQAOAxdPloMQ4P1hBqwrj0KzJ1n6HkJUHQimWF0gTIjqfDiI2hswamQZUGrClzb2NJ+EAsB3kPsumeDmMA4h4eHsbOzEzMzMz0S1svXWHDw7ZZ8y6U+R4jHiMdMBZb2r0WocJ7sv5JXJgMzPHZQFMobEJwAoLASYP2x5cMuTV6UmcBA+xwPlsahJV0Gbvk/tbSydeHqYeDF2y6j0VG8Fq+FiIitra1eQfGW4ng87rcM9SGaEOQsODmAG0B8dna2592Dg4NYWVmJ/f39CRCt2xpoO9ztbNnqWmdwwsKSwQmOE+stscvLy7G+vt7HnKCfDIgYfOF9WnBS+9+BFDfnCtp5bSuY0KB4Z5Sgb+pRw3pzF1iyMmI5ooCBSfm5Nm6cj9cxK3AF5gpUURc8KQq6mG9ZWQPk6jyxrtB7uXgstb+ZYcHk5BvLR/AD7v3iWCEcHeYH5fIcYXeBt/9XV1cnHoWQgRP1nqgHhXVtK90UACWivHWgHgGXP+L4U22dUHHgxFknGXM5a04FiQo6Pcfedc9ew4+YCT6tw7EmEBpgNrzYwmXhxuOkQk3HmPuXgRMWDJxOv2vZWTma1oEZtr5ZgHPAGwTyaDTqrQsoEoyxujMxL+74nAMwCo5LQlYVQWk8MsIYOUtMy3VjyXzMipzLV3AADx3HcIG/AKSx9aFeKfbEMN8CGAEA7ezsTFhxHLyrFjoHvepTdbX9qnT4lliAE1jTvK1z7ty5/rTb4uLihCLk04POc1IzXtycl0B+Bl6d0ZApRMgHd2UCyyOsDyg5KDiO1WPPrItlw1yUvI7ZdydH3H/8XWWQyi8Ybtj+hTzE1i8ACvgVsli3MtWjwnOgnhK9TFTBEuuDbIwg51QGs/KHoQWQwuAEfICtfw4Knp09uhNLD04gBkfHWHWixl1x+645QPnwhz8cP/ZjPxZPPPFEfOYzn4n3ve998epXv7r//+///b8f73nPeyby3H///fH+97+///7000/Hd3/3d8cv//Ivx8zMTDz44IPxkz/5k7G2tjZtc3pyylWVBL8ijgf58CLKLE9XlvPMOHLuQXaZQRiwBcav3d3d2NjY6J8ZxAGg8ASA+Xg7ByjYgRMeP9cfXlxOWDphqOOWfdf8JQWti9Gl48WreRWs7e3txdzcXA/2YAlyegR/AsjAS6AgUC0p5ifn3s8EbAmcZNYkC2FnVdXGH7+7rUo+dqvbIgBwcBUD5AF08L41H+HloFd4CDH+iGOA9wQAhS+fgvfPbSXpqRw+waJeF7Zu4dqH9wR3nThwcvbs2VhdXZ0IlGfgqqc6MnBSIgcgeY4db+g6VMtaASjLQKwLdyqR+ZfnhK8rYA8t4nH4hKHW3wLWs9/dGGRGKtftjCWOx4OHbHFxse8bLifEOuagYOY/5nWMKcso3mbhuB0AO5YhWGe6nnUsRqNRH9DLgIVlEmQedABAA4yA7e1te2J1fX19YhsTsShqSOsYZ3qxZdsqo6kByvb2drziFa+Ib//2b4/XvOY1Ns2rXvWq+Jmf+Zn+O44qgV7/+tfHZz7zmXj00Ufj4OAg3vjGN8ab3vSm+Lmf+7mp2qKM6TwlbiBV+So5hVGbkEz56B6xWqfsveDtHXefC8oGWFGLB25uWJk4PgyA4sAJjwkjYCckS5QJT1eGClHOP60w17K5HaqQIEghjLC9wM9a4nL29/djaWkpZmZmJoQzYldYgUO46ELGe8Zr+D9TZAqU1ZukaUtCTS1L/l3BCf7nbS4HAmZnZ/sxgcI/PDzsvSHskULAHXs+wHtIh76B9/f29vq6AS4RzK4xLxh/bPk4Y4XHA+3kU2/YbsJaWl5e7u86YXAyPz/f91cBytUCJfp/TbBnIAX50U4AbowRFBkMHjaUOO6In36Oy+ow5uydhTeCx9nxeAa6s7HJ1oYDcTWDifkb8gCXcMIzhKBSBijwFIL3AGr4+UsMiNypSvDYzMxM74VjjyAApHodVKcBpGif+DvWFY4SA5wAtODSzoiwnkI+PKF1K4+XgOhzBlAeeOCBeOCBB4ppFhcX4/bbb7f//eEf/mG8//3vj49+9KPxyle+MiIi3vnOd8Y3fdM3xY//+I/HHXfcMVV7eKDcYlABz4OYMb6m5894sbs0Ey4QwGq9sTWKPBAGfP8JByYinSoRBjpYILx3yKcr9ASS6ytbnfi9FXi0CFGXji291jylduA7xh552V2LMWKPCO64gOJBzA/ifDAvUF58mzArbNce/c3xpfJSi1cqGzcVIszzmTWuLln8xq5f5l0ADlyrzR48rhf774gl0SBKgA+eN+eVgEDnAHAEtCMeBFt3UBQOgAGYYC8eHgHeZoJVzfcfcR3aRx5fB0Zb14WbY82vQt4pgojjd2pAvnRdN3HDKPMFW+EYL9yfwU92R+Aw5Aq8W2wA6fi7NdqqrEpyxn3OxkgBEowWAF+9Hv7w8NlYPxiOvL0F2eq2zjF+AHYIuoZ3ju8Y4eB83UZhoMLtZ5nGIIUJ88/ri71da2trE/E2kGl6ISlkqNab6UYnx54zgNJCv/7rvx633npr3HLLLfEN3/AN8cM//MPxghe8ICIiHnvssTh37lwPTiIi7rvvvpiZmYnHH388vu3bvu1YeXCLgXCOu2Ql4jv/zp91SygjLVOtbLdwMiWjFj0IgoCPFrPwjThiLAYa7BJ0wU1YNHqxHHteSuPF32tWifa9lDYTKDWqKX393c0txglHy/mkFLYaNjY2Yn9/PzY3N3uBAQEVEb3FCGXIngENzpuGHPhwPO6oBDrdPGfA3ZULngX/rKys9JYZhDssMbc1yVtnDHD4tli20njrZ3t7u/+OYHCASl0rfJcPt58BDxsAiHNBmQjSxRqD9wSPf8C6w5hxrFi2fVGaP+dBaAGpjpxC6Lru2MkLjCM8XxhLKCKMF1/sxZfVXbx4McbjcRweTj7ZXWNPsv5kfVLZUOP7mqIreRHxGWk4VoPlATzVAHQM8gBscYcUeI89DhzbhGPruKEVIFiNGx079qZoP9AXBimcjgN8sd7wjjgTjr9j8KLX4OscsZxTAONCHm4YgPKqV70qXvOa18TLXvay+JM/+ZP4p//0n8YDDzwQjz32WMzOzsaTTz4Zt95662Qj5ubi/Pnz8eSTT9oyH3nkkXj7299u/1MPikNwEZNudvyv3gJHOjmlz/iuIKWkrNAOd7cAK0R+ErM7xsnn1eFy1EAu7VPNDZ6R9k/zlwQDj5mz5DPLsEYtwCji6Fk7WKB6rBULFke1kZ9je1ZWVnpF5awftjSY3HfmFwV4/HIg0o2f48dp5pbBBMfy8HFhADTwHS47hPLLtighBN1xd2d54uniFy9ejK47OgaMF4OL8Xjc30uC8iA42T2PEygAo+ypHI1GvYLh2C14IDmmQsGJG19Vto4nlC9a5kl5nZUEfmcwyJ499mhtbm72smQ0Orr7o+u6fisD4OTpp5+OjY2NHjCC32uBsQ5YlOTnSSlbazxGqBvjFTF5DQG8BxrLh6saYMTAq6Q8yOMAYAE+3trais3Nzd5jAVnhtk7ZGM6UuhrM2NbktcYyCl5F1IGrFnhbEjzD27pOp+qxaoypxi7pfExrsEVcA4Dy2te+tv/8lV/5lfHyl788/tJf+kvx67/+63HvvfeeqMy3vOUt8fDDD/ffNzY24qUvfemxyctASqZMeWDxX80rUyJemEoZaEIb+NIrF+y6trbWu5ohhPUIJ+/16x0UIAUkzFQtxAu/BAgduf7X6jpJubU0WLgrKyvHwAu2DzjqnY8JQvkhvY51xKRg4S0m7ZsCM07H+fX/Wn8zMIjvXLcTHA5QA1ywYAcIgBeF4zHUg8JKHOPGQa98kgQCDkKfrXIccUaAn4IUfVZWxOQpN32cRQaaOJ4CZbmtVrUWldwcl6gGYHg+tFwtm5UNgxR4ojg49vLly7G0tNQDU3ivYPnrQxIBTDXuhAGBM1yYh7NxKxlzpf9dfl5TmX7AOC0uLvY8G3EUJM7XNgB0YP45cFb5mEE14lo4UFUPTahB0nKqB/1S+e0MDNQJjwrmneW/toH1BP/vZLnGMLo2Ybxb6ZofM/6Lf/Evxgtf+ML45Cc/Gffee2/cfvvt8dnPfnYizaVLl+Lpp59O41bgDVBS4aoKd1oLXC3fDOS4dmRlgjJXWERYdzgWTETYUwR6cY4qHKd0dJ88W7CuT1m5mdDNrMVsfKb5r0aq3LWP7PJkpQk+QyDbzs5OL2RA7JJVcOLAiC54tez4na1gFVyZcM4sk0zwO2CS5VeFzP1EG/mGTbWgeD3y+OsWD6xOtsAPDw+PWea8VQGgoVs1fJEhLD0oCY41gdUIcAULGh6TUkB59jrpOijNQel3lVV459/5pAr6w7eKgud2d3f7R4DAU4BgWGxL4I4ZXFgHY6n2ZPfM+FHZmvV1WlngxgXtcjIYvAXDA/KBt9SZ39A3AFyOT2HPNvhYvRQqt10fFbCofHCeKLSlpI943fM6Vhnp9APLVK236452AnTuT+o9iXgOAMqf/dmfxec///l48YtfHBER99xzT1y4cCGeeOKJuOuuuyIi4oMf/GAcHh7G3XffPVXZCk7c4DqB7shZnbroszao4tGyMgSP3xjB8j4gFCBur7zlllsmLohy7lQXmKaKQ9Nk48B9LAGUVquvVE8mVLLyataojrkuXAghjqKH9byysnLsRl6cfoDVmAHErJ9ad/YbPpeATAnoaL3uP64jyw9hroIKSp/zQsA7wOvWEAQdlIBeGAi+xrYlH2tG2+BhYYWBPX/cjok28ekLbO0AnABw4SSHBgfyeLh4k5JsaP29BBT1dwUnTr6A4DHBqT5WtjhaDcWiN4ryRV58JBaX1fEziJaWliYUsr5c/1tk6zRj4epweVkeMPDkdczgBDIBT/jl27kZnEQc8aVe8IjyOZ6NZbcCOre2SzJY+6wn8VB/i6xSvaHr1o23znXrlmcLTQ1Qtra24pOf/GT//VOf+lR8/OMfj/Pnz8f58+fj7W9/ezz44INx++23x5/8yZ/E93//98cXfdEXxf333x8REV/2ZV8Wr3rVq+I7v/M746d/+qfj4OAgHnrooXjta197ohM8PODqYiqBCjfZLQtFBb8TFCWLV4WaWl8QAlAEsFbw7A8Ev+oeoQMeDpiU3NKtYE7TcDs0rxuvbDwVGLp21Nrk5pQ9AXxXCSs+Pm64uroa29vb/TuO0UYcHcVTq7GknF0/tU9uDF1aHkcVYFyPjnUNWLp6WIizomGBrmW6ulx/0Gf1TvCWFsbXrW+scQTPw6LFDcEccwE3PLwA+F+PLgOc8DFZXjfs5XTgXvvpxib7H2mULzLl63jc8RAH17NHik+q4Lle7HHSe5UwTuzJ5Se7q7LVrYOsHy0ARWWpk9m1MhScAEyxN4FjdthggUGysLDQgxRs/2Iu0FeAFQA6DlJFO3Rd8bYo/4f0qqtgONTGjPUgezIcSFG9wQCFx7x1rkDqcZlmeyfiBADlYx/7WHz91399/x2xIW94wxvip37qp+J3fud34j3veU9cuHAh7rjjjvjGb/zG+Bf/4l9MbNH87M/+bDz00ENx7733xszMsxe1veMd75i2KT1DOXeyDi4rgRoSVeLJYaHhwInmccQMw8KW3Yy4fwMAhV3PmduZBSgLCHzGgiohY8e4NaulpJiy8crGBe8O4GVt1HaAMi8AAxWN3YGrH0pL70kZjUZ9GraIdDtErRHuXzZOtbFw6aexRjRvaT4YFDiQgjStIDZrt47b4eFhz994xzYMP5UVAZ2YFw4SV+sU/eNTbAr8FZxAkUDQO/d1Rsq/+tmB1wxsZkDffdayUZZ6BAAoOHiYDR6WI/Ayrqys9F7cs2fP9ndk8L0dahjxkXM3Ri2/OR7LlGsLMThhTwODVoDjw8PDiZNm8ELhgXoAKbwuFAhp7AfGHe3WgHIGTcoTKIfBRmbw6bpSnafvnM8BcI2TyeaC21tK00pTA5Sv+7qvKzLDf/tv/61axvnz56e+lM2RG2TnRVHkyJYGJoEZi8vUumqCqUX5aFuZyTmmAYuCLwNiIZJ5R/Rz5pp27SwJjppCa7ESa2PjhLdro1PQKtwj4tgi47lnq4YtJz4Ntby8PHHTKerWI8V8uV2mhFrHwlmF01ou7v+a4stAIcaQA0XxX034lIAvlz8ajfrjr3CTs1cAoALbMLhFEx4UKGGAC8yLBu5i3qF019fXJ66u560K9ppwHME0Y5CNtfvOZfLY6ecsPcrkNc5baVC2fFwafcIWJhPGaXV1Nc6dOxe33HJL/xwieHGZP1jWZADbrWf9PeNDR61AB2VAdnKZqhv0xBpkMoMUvi8FBxyYN9iA5PqdrkIZ7EGpGWG8rkryWY0K9c7wuxpVzLuZZwdlKghjMHUldKqfxQNmYuWrxxshcBQ98md4YRw5oT4NOdTKCxpuVI4cV4GCz2A+ABrnclYErC9nZWXWGZNTmtl48v/OenTjm9XnvrtFmqXVzxlA4+0ePbq9sLDQAxS+2AplQrizgCgJ5dp4O4Cj1AKYs7EoKTtOq3OJ9cSgvmVNZOmc8GZAoMdjI6I/PbK2thZzc3N94CbHq7AicgHoehcETqLoUVyWI84zq33Uz7pmWuVHi9Kt8Q3zDwd2s0xhMAYww9sc7GU6d+7cBDhBQG1N9mR9mUauqnxxCrkFzPFvmXcHShXKluOU+PQZAxR49vi5ac6DwfzDPKYelBZjJutnieewvrQMzc+8A77QPAxCSt9bZURGpx6g8ADopDOSjzgORkqD5wS0/uaYgNNw+RAGSMNgih/gBMTOgkQf567gxG1h6O9uW6eVsgXjxkjJKVIdS82XgRlH0wKqbEFiTDm4TT0syI/jhlCCvPDVGqmRCmtt9zTgUdO5MkrpSu3DO45bI39pTLkeTedAGK9PGB6YA3Z/Y8sHXgD2eqkHxR1zzgJ0I+LY+lKAUprX2ppy85QB2VYA6urg9a8nrvi5RouLi70cAr/z7cDwVmEbTJ/grMCkJc6tNF6lcXX8kxlX+p9T4rXxVaWLAGKAWzwVnQEKTpThswO36t1XgxppM97Q32pr3PVVdYDTaVqP6jSdD/18JaCE6VQDFFYcEUe3fYJp9ImRLciupMAdSHGENIoq8Z+69vgmv4jjl/dEHA/W4/1w9shoO5wSOAnVlGCNSiCO06hF1AqOsvZmlhRbUBDk2E7g47QObCrg07nmNLX26W+Z0CkJEx2PkmBzFmfWNk3nhJKupUyJZwBF2465AK/zSQj2MvJlbPiePXFVwYVbm6rYnQHAfWlVvCWlUOLhjH91Plw+fSEtK1c8PG5mZqbfWtO7YHBD6pkzZ/qn2vIFeG4LrRSnk6155U3+r0VeZeNQAoA8PiVPDxuWGsPEAJYvAuTbjvnxGBoMCw8h333lgB3zAntmXL8clcYgA4luTmqA81rQqQYoqkQYoPC128xkGRIsCYrSguJ0nIYFIJ9WYHCCdqIOTsvK2oETRuJcf2lBtyx2VXSOIVuYurW+WtscUCnNiWuPfoYSxBjyuLPgKAUi89jzf9oXHb9s4fP/qliy8dGxaQHPpTLdXPN2jvIGlJ7rg9sy1WO7jjQ+TAEE0sDTBeuWA2RbTlaxoOf5VU8Ap3HjMC1x3pKB1JJfyzg8POxP4nBf1IuCLbLRaBSLi4vRdUcxPnx5HoLFsaXDR7cVlODdjXXW19IabqEsfcl40t/AY3zXEfMEB85GxIS+4fTQO7hPhk/4YWwg75m/ZmdnJ3SV89S576X+l8anZYydrK0BomsFXE41QFGrVT0TenMf8rSc5slQfaktbkEy4OBtHQZREUdbQGrVQRGytaJuwprwzL5njJ4thJJAYYXjvA7TkFPwJxFgjlhBqUcEfIHf2HvlrnBnEKl1TAOYsrw8fjUezUh5InvPynbfGTiwlwPpVPmjnizOi9vKeTN+ZkCpQY2Z8maQw/ORbU2UYgFajJQWyvKWynHK0f3GSpbLhLcJyhHbO3yCDd4p3mLmu24uX77cK1r2AreOXU0+ZVRaRyVj0X1WsMogRQGKGo7KfyyrNb4HvyOI9vLly/1DSbGlrB5/jlmp8YIaDW5cWwGNEq/BDDRhjKYtt5VONUBRb0OED3BTJs68J6pwagg9+w8vBh0o7/Dw6F4GxDIw4+uNmSxE9SSBY+AaSMlARg2kZOWUkL0b45pVlY2pU7Kt+TRP1k7Ox98ZVEKQoD0ZsHR1OX5qUXBOqJeAm5bphHT2W6uiZFDnvCFOoGV9c6SAt/RC+Twv2g4uE213XjHNo2Oj71dCWo5bgxkwLQFLB07wGo2OYng4roLjU/hJ0+qhVgOQlWpJJrUYK05GtAD5bOxcG9z4MS/zFpV6VzmInmPV+DSTevAwNhgvHsuIsIZP7cAGPis4yYBKRqr7MrkFcrGOmqYkR09CpxqgZEqdPRUaeIQ8GGBmQJ2gFiFUUryoC/87ZgQ5sMXgpLa/y204iSDQMtz/JQtVLbXS2GVl1Orn9A6AtdStZTsFocJdA68x/g6ctAgJrbsEJjMhMg1Iy747sFmrowUo1UBvRm5cWEnoWIAwHw4sqTDl33RLJ4s1KfVNQYsbrxZeaKFMmfB/XC6PBfgY7eTbTvUIstsmYxnkwEkGTLRtJb4tgRHO2wqiuc5sHakCZh2iHhNs9yAd6xJ8xikf5i8eP4wXLn5EG2C4Yny5bO5D6eiuW7eZHnOgscSrPF5urrlM3ha7UpByUwAUdbWpVcSCRyeamZAZNLNc8I5yVKCpwgLxAuetJ2V+vb4eTN56SRS3NbMYTjrW+jkT5i6P/lYbX/0tK7d1gU1DToEpP6ngUh4slZ1RbY6ckKlZTtPMQckqc+XVLK5pyBkHIF6X3E6k5fS8LkvClP9T6z/jrxLwmob3WtOV1oorbzQaTYwV+uZ4OeIoloeficSXQHIeyCwGKM5rkoHIFuBe6leWt8UQmkZR8tavApFM/gIccxAtvFRufGZmZmJ3dzciYiKup+uOjFgHTpBX2+nWhRtHHpfamDhQ31IeGxJcNsefTUOnHqAoSOH9ZLfNE3E0WAgo4yBWBzyc8NTF4wQ5MzrawwFRaAuDE7VcVAgoSCpRq6WRCd4SWHN95vJUOGTps7GuCZ2rTZmFpbzE3riIyftT2Jpqbbsbm5JgzkDFNP2sUYsljHSl+aq11ZXHn1ngOaDhAAiPGdYPl+fIeQCYH7Rd2fi4vpwEsJVAYVYPp+W+4zsbSC1yQbeV2WOS3dlRkoWlNtf6iDzTyiH859a2vnO7ODDc6QMmyGcci2c9goBkfMcR7qWlpRiPx30cG+7gAUDBVhCDRawFXheZJ4XHrDQern81PVGSy5kObAXajk49QNHLtdil5u5DwSCxx4S9KCWLtAWpsyUdMbnQeZEz6uZnNjgBywGx+C+z8pQy4a3/tzBeqxVSy+OUsWuzzpmjGlBzYLJUt7ZNtwAYoGgAXdZ+bkcruC31V9NkAsbVVRqv0njU8rQCymlAtSpbzV8DIC6vCs0WsMFlZf3M6m/pJ9fbqoRLbXEB4OoFZH7kG3xHo6PL1zT2ynmlW2RRSY6WjJYar5xEFtX4tQTe3PYhvNvOyJyZmelv/+Y4n5WVlf55PkiHeCDoCpAGgNcAk7a9ZkBkwM2RAzbuVFONpkl/6gFKCRTowkIwE0jzqTJ1aJv/c23hz8zAetYd9TNjczR0SSA6YdY66QrAanWUyi8JSeTRMeU8rcAqa7/+1qoka+XxfwxMGJzo1qIDlq4dGR9NA4q1nGweeJwzSztTqq0CsKXOVpDjfudyavEljtdUkWLuHJVAtVsrNTCjfaspllYDIKuT28T18DYPb/GwHGIPIIw3NfKyLfOWttf4SallrFrmwrWhJrdcPpbnPMYcI6WyHL+B5/ik1Orq6rFn+WDcDw4O+rrxbLbaGtL+uXemafjM6baSbJ9mrdTopgMosADYa8E3fyIfv2efFZw4IV9ClGBgDYztus4ycwtw0Lpd+6cVBpqnNi6avtTWlgU1rRWVKdvWelFGTQiqQFMlpwAXafhoeGu/SpabU3Lc9uw9Az1alusv/5atgZLyVQDVCnj5/9oY6by48hQslEBi1u/aOiy1seW/2tiUQOpJiAELyuKtNAAV9h66LR3knQZ41tZ8Ka+mm8Yo488KarXsGrDm9Y3/IAvgDcc7AAq2a3BZnj74Uk/woA0cjlDrm+OJaXmkpAecJ4fTKQh2IGVaoHKqAUrE5LYKzvVHxMRxuNpx41LZJaHmwAnHkKgVohY4M7Iquqw9Lb+V8k6zqLM8TnE7xub3mmJzzN4i+JxAYcoUF9dbA1EKNpz3xClDfs+AnvapVaDUrKNMsepcKM9lSmUaZV0CSie1pErgJGtHVo7OhRPqOqcZj7fUqWlOCixqZWdt4K1rVSYsj9Bnvfa/NMZapr6XAICW5eo4yViV8uhadvW3gGdnfOCEz9zcXHTds4YKgmAxxrgjBfEoACp7e3v9k7k5RrHGqy3GQzYOLQYK6ii9kEeBbGm9tNKpBii8sDQWAAOWPZdHy+F3/U8nMwMnXE7t9Ac/JTMDJyWFUFPemdAtlZMJFv6u4MTVnY1bplROYgnpbyXLx/XFKSot1y0y5jO3VXBSi6VF2WZz5dK7tPhcKicTKqV5ywR6qzDleq9EKZXWb2t6164rBRQK1GtA7moS1818y+ADQZksh/gUSVama7OOF/fXrTtNo7+39I3T1oA2v7Qf2ZpxdZT4CroHQEXjSFRnRUzeNgvws7+/P5GPnw1W45WWddTC61qXAhPts75cWdPw+akGKCA97onJKZ3mKaHBkqWToW0uA+hZvSdoKz+xmANkHZplC8Yt/BJIULoSRDsNOs/yq9JvUbhZnQ4MaZnZ90wgltqOvCWQkvGLE4gOiKoALCmCrL5p+1T6raZMnfIpldky7tPOTQuVhLXj6xbwze/6v0un41Qbq2zca/3R+pWPcLUBf2flWAt6zAyBTD5kxoLyOn/WtVAqx1FNlmT9ct9bAKrKalbQesqPdRR70eFNmZmZ6W+djYj+N86D9vFBj1Z+0Dbr99J4l2QrgxR399i0wAR0qgGKdl6PGytQANO4vTT8hmh2UMbsPOCqpPj+APbeoHxEc/NthK4+dpW13n+i5Zw0XQuYyZS99uckYOikVqXmawGZWRkqnHi+XYBsBnJblVKpvTVlyHVm499Sl4KOErUC+xLwqfUpSz8tsRB3yr425w4stvCYjhHS8olDRyWDYFpgCvnWdd2EkmQZie+XL18+5tWtUQbySkrfgZoMnLj+tLYjo9Kadflb5IgaIqwLMO74Hwc2VG8hL3iDQYwDD9lx4xaDrRWEu/Hm/53nxAGUUnkZnWqAEnHUYT3yqUflGCzow580X014lAQ4o0i+LwB16aPh+RkXDEa4LP6tNA4lypgxs35aQYYT3PjsrKWaIuJXqW/T9re17dxXjTvBfw6cuLJPYsmV2smAUIW8s3icdVqiacDJtFQDKS1WaslSrPFICRRlfKf5agA0q0vzYT2XQJpbO6X+tqwXPWnCHmU1rFhGZvW0ygX3XysAmxacZnLNtUuVZ6nM0vjqWldZDqDBXpWIScPWAVmARz6FyvXr+r8Sg8PJ/WnkLvOPHkjJDJkWOvUAJWLS9e62eThS+tKlSxPoVRGs23ttRePMUHxjLKNmABR9Yi4ISpGBCTN8qwJSRufya4JHf2td7NOCimnRdMsCw+eSMuP2ZhaGUwwMakuLrWTVZMItG5sS8CiBE+1LbTxa87coLe1bNgYlnnJ83WIwZPOZtbkGIrXs0jxoeTUlXepXSYG731RJYp1r+/VIrCpTljstSs/1K2tzqT8tfXb16/y5daFlXgkIz8p2fABj151o6bqjh5G6495Iw/GL2bZJttWja3EaUOvWlJN/Gf9wXgdSWulUA5QMZOA0D3sy9vf3Y39/PxYXF4vbPKxcSkKdJwukqBcTxmW7B3E5YcnghJWdCocMmOh/vEBqwMPlbWGsmrJvASi18a79ViuH/y8JqkxZuwA3JRc3VJqn1j61pG8Zp5Yxbm3HNPPVSq69tfFqAQNuDWg9pfxOWHM+nesMSGb95PJqc1b6n+tVPh+NRhNeFA5m5PgBBTicP/teoszoqwHajBdKALMGTGrpSn1okYkuncpw3u5hYu8seySym3trQEnJtb8FnGdHjCMmT3vxGsvSTyMbTjVAATHA4K0eTCqOcuHc+cLCwoSCUYDD+achjT1hoIPYE25fxHEEyr/hM95rirQkPPl7CUjUBALnqSl5TavtdflKba+l1zZzGTVQposwInoeUACrY52V6YSm63eprVkfS7+X/ivNZ61MV1aNSu1oTXsSKoGcGk/X2sNjVVOYHJSa1XsSygwVlSdaH8fazc3NTVj3LLs0KJPXAo9Dac4cYHP/o6xp+u7eS/NVAz6uHDUYuS/uc1a2ghSUpx50J1/0NKga1y4sQfvbIvMz+eXycd2c1oEoDfCddo3fFAAl4jjI4AmGB4W3enSPVdGevmpAAaRoMuLo5E52rBiTi+9Z/7Sd+ju/l8bJlcPUIjic5TONwszam22P1Mo8iXJzXg32ailo0YWmWz2Z0kVZNYHuhF0pXe1/l66kIDXfNIq0BMZa8k3Lxy31MymPOgXv8p6Ur5jYG6GKYxoQXuuj85yoRRtx9AwyvbODAYo+esPxLv+WrX/n4aj1t/a/WuoubQbeMtJ50c8tMq5lvahs67puAgRCT+A2WcwNhycgnZubVrCh4LoGalQG6vi6C/0UzJxkbZ96gKKTpHEoeowOAAUX6GhZDgDw5JUEHBY9u00dOFHvCYMTXXhOCTuAov+XFqXrZ8s4l4SNa0e20Et1RLSBlFI5arHic8lDoeCWhTzHJvE2os4l8yCsGgdOmO9cP1uEYAlEZIJAx6JmVTohlrXHtcHxlwr8lnbrb9MAJ1d/C3CbRpllCqFGrUq7RUlmStyBI+ZT5XdcdMnPNmNAnsWw1QBArY+t5dS8GqXys/Fzci1T5qU2aV0Zz45Go4mL2NiQLekvvNTI5flUr38JlDs9UeNJBSngMXcohPOcBJxE3AQAhUnjUHibRx/Wxygv4jhD8oS3KHLdL1TvSfa0YrfglFzbHCAAOe8Gp1OAogzq8mhZWlc2jtovh9pdX/hkU9bPbJxcWxxA4bHIAAr26fF9ZmbyOmsWJG5M2cXv5g7WrFKLwABlYI7r5XLV9e/WQQ28tAgyFUwqLLO8pc+ZgnFrtPQ9A0gtyrHWhxZq6b9rWzY+tXbrGIGvFSwjHStCtvA5bamu1r618lXW18zoyMpqBRk18FzigZY6WMZAroxGo2O6QvUXDlpkW801XZWBlFo7nc4Asd5zHhTndWmlmwagOEXDykb38vi8v5bD5WXIzy0EF8XMAAXfOV/LcWZVIK1o1C1aHa+aEjiJMK4xfSmffnaCuZSX06lAzcrg52bopXld1/VH/ABY+Kg45jS7B0CtVm2jkgrcFt7Ae6tHggVjbV5KnqysrcpbTrExqHMgtARUSv2sCcKsXO5TbeydgszqydqU9aN1bWf1aTuzNe0OFaDvsIaxLpw8wJy6uDl8d+0qgZRp1jmnz4BvVlfL/Lky3Ny0GBJOFoL/eW0AoPAt43rY4+DgYEKXlPSTMwxrpHkyvgGvQtbxdR4MUFxw7TS8fVMAFBUGDAo4eEjdUCpQ2YXZsrAiJo8F1wCKPq1YI7u1vmyRq5ejdYxqFuA0QsUpXk6rSr7Ubrd4tEw3Bll6h9jZc8VlOn5hPui6Lubn53uewRNJAVAY0Oge7DSggftVAimZkHSgQ9PqnJSE6zT/MUDn8VaBBEsxU2bZuDigWRJypdigEt9gDpGnZJ1n9ZeAh1OuLv+04KTGY4eHR3dvcNn6oNLR6GjrgUGKPgm+tI4z0NsCvBhsZEaZ+9+VW1ozmfxz7dX6W8GJS5f1U/UFvLRzc3MWOPK8cNt4bWVyWcnJjYzfNeA14rj3hLd4WL6ehK8jbhKAwsSDwrEDrECyJ3NyfnzO4iGcYMu2dzR6ucQMNauAyyj9r8ylC1rrqY1FRjVknIGUUrtVGPBWhVOGIIfW3VgoOEE+uE7RNlgrqBMCHR6UhYWFiYv2Sh6UkkDV8aiBB6fsGPCWQApTVodrR+3/TCm7vBmg0vz6GQCnRNm8uzY60nZNEwuVAcqScnDlZHVkwDADOqAs1g7jCb5G/AmUIeQZe1GytZuNbYn/3PyUwAm+c1syoMfltVAJcGZAqaWu2lwxr6F8gBO8WG/hwIdeTMrtK8lj1zZtixsXtzMBQtsQQsH6T/NMC1RuKoCCzrtbZSPCRhozY5QmuDSoDH4yRKyxDSWAxOW6utwiqVkDWZ4aOGkBKNMQL/ZSmx1Dcx9c7EY2fw6U6Nwoyodg1qAz5jEcHVdrQj0orcI7AwYObDhBl3lutB4d+0zZMOBRct6/zPJyirVkuWkZWTtLgM+BuFJbtZ06nkoZ+KmNvetLK3CKiAkPT2ntujpdOo15YIPOeQO5zIw/tN7ad/59GtDmQEHLWJbSZW1tkXMtslnrZY8gx/rACOJnyHVd1x8Bh/HkYlHwzm3RNeHWovaD25UBFI6Pcds7JwUmoJsKoERMelCc98K5ojif++yIgY8TZgqUkC5Ly+9uwZesJSd09XPWj5pwyX7XOqbJ55SCWxAMJloVVg1sqjB23i3eEoRlwCet9JpwLlvLqgnMkqLL0mbj0QJQSgKd+a8FYLX0z6XlckvbnFk7tU9KalFqG9Qroh4G9US5fmb82JLWzXEGoDSfeoRrQr+0flhOsrWucg2vFu+V9mea9A4oOxCWycKSnHPlqQxuUaIZyC6lr40Fb9XgBeOHAQriUfjBjhxci37oFvW0wEDlRWbIsWcHJ2TRVjUCTwJOIm4igJINKpQJb8FwHAr2Z3mxYoAx0brNowuVLQ4wY2aZZ1ZZi7Xj0mWCDGlLlpajFobOGD8TgvpeAn0MSlpAitbF88918kLGPOP3iEnvB9yoe3t7MR6PY29vLy5duhSj0Sjm5+ePjS/vz2MMs21BByadYHf/uzHg9mucTQaAMyopas1fEryl/mQCvmRl1sbE1e8UTlafpsV/02zTlcpXUt5oUXqapta2bEz0N455AG9jq4fr03yQkRxvwLLmpAqpxgvaBnzW30rll8rl8mptdHyUpXPtZkUOQMFyikGKnhI9ODjo0yn/tsjaGqksdbGU4BXcMaaXk17p9k7ETQRQmFrcUXwfSsQksFEBxwzmwEl2aoO9J0iL98wKKFFpgktApCQwVCjz55rAK33n3/g/tm5duhI4QTq3p4732osXGyt3Xmx7e3uxu7sb4/E4xuNx7O7u9h4UPBYdwWqLi4vHnkpds8xaBFvWn2xcS3yR5dF6IFyy8c0AjP7n6igdS+X30n8OVLj00wCUUlrOo1QrO1OArlzOwx6MLD/4NdsmzsAN2q39XlhYsG1y/c94z8kYlSm8PlRWtYI7pWlASfZ7q0J386X9UQCSpeEyNagUn/USPegvyKqZmZnY39/v82WXj2bzkJGTl06f8skigBS+3yXzVE+j8246gJINrp4nx2DyUyLhPsUdAS2ITy0atEEntYWyBYAy3WfNf5L/UGZJsJXygRz40LQlpK9zx2nVUigp6VI9ChgZmACM7Ozs9OBkPB7H/v5+74adn5/vH5uwu7vbAxQ+oYWyHdDKlGRGmt+lZwCRKVpHzBOZxy8bV8crrYLHrYfSFoJuA7l6SgHCDESRhon729I2x1sKMrL2tgCUGsBRIOOMi6webr/yDf8HL4ryAa9x3QrKKAMvTpm7vrTQNEovy1Naj66drYq/Bqw5na7J2dnZWFhYmKiPQYrKBn5SMm8BtgBZ7rvqUK2Hdene3l7s7+/3HhTVfyeZG9BNB1BAmQdFb5VdXFw8BiwYnLSg6pL3pCTUtRy816y2FpTv8tZ+c2i7lDbCC7csfQYw3O/Ok5WlrY0F9wNAg49THhwc9MAEL4CVvb29ODg46JUU+AbPdOLnK6kwyBaqU0JOkChYyxQ4/8dALrOCQVAqvO3lrJ0MNLIwLc29lpPxAT/rpQTq1Rrn4HdVwmxVZsaE65u+O++SA3Gu364/CmLwgpHkytC03I8MmCiIwdhpuwCy9/b2YjQaTfA8v9i9j3I43oH7VpIn2hf+3kLqkagB5BZjIGun/l4zIJXcWnJlM6DgrR5XZxaPEhET29elYPZSe3Xd6zrSh/Bq/EnJ4JmGbiqAkglVdUuxix7CjYOMWhVgRJsHpVWRcnmtzJ+NwUnTu8XuPmeWfUlhTQNGSnVrmc76LFmnTOCH8Xg8AVD42U2ZpaqR9PxfxoMZv3Be7qMq0Cyds3TUsi2BTwUpTki5drj5zebLrQu3lac85bwA+OziyjD+upWH9Nla5fZmW4zuN26PW7+l9Pq5tGZAWTB0xvdO8avyODw8nNiqnJmZ6S10jj1oOVaP/1npMpDQ9mnblXfceE1DmbGn/7eUX5ozLtsBJp1LBXARRwYU83BE9F5+rpu3fXRumFezmKdSn52cR1uw84CtcN3ewbpTg+ckQOWmAiggDITugbGl1XLtvQolN9EZoNCJKaFyt3AzqlkhXCa3R/M75dFCJcXCZWVgxTFrppS0f3rqivukp7M0H1vYXDYWOAJiseDAG2izU/56EkwFnQNkJaWRzVFNuTGP8hhPA1B0vWjdLdYQu/+ZeO7ZElfhl7mTuc3cbhbQsCQzgMLj0epBaQFTur4VBHN6F9Doxknb5LxJKqt4Tmv8pe2BbFOAsr+/HxExccqHb5flNcBri9cdFKZ79oybU9evEjkZo+NRylOTv1oup+X1XAIparA42cxlukBTxEpyGw8ODvqxZZAyGo2OARqtp0QsD9xa7LpuYs1BXiowGjwoBeKBqj18CYuMB7FkOUXke5I6KSwcOR9TiyWhiyIjLscxhi4OVmrTjKkKT6eMs3F04EXbyqDCAQ/uLyspl5bLUgWC/3nrBrygArskBDPlkCmSFoBSy+/mxgEZl17bmClp9/+0xDyiAIXrVNDCbcnGmd3ccHsjjd6UivQM3Eo86YBFiR/cWDtQpgBQ28Fp3HNXmFwb+N3JMAcSu66zQZYAGXoFO+rAKUmAHB5jHnOUpXKW59eBjZq8c3m4PLeWXPps/rK82uYSZfOGMrT+iMnbfxWkLCwsTAT2q4GmF+u5+5xK7XQ6Dy9dc257x3lPTko3HUDhQc5QHJQVH4/CUVGXXxcVEy9IbkNJ4WeLIAMnmuYkVFokLIBL9WVCmv9zQjZTepoP5GKF2OOlgE5vMtQAQswR53V14nfwggpytJfrdnVp+zIlm41zlkbnrlZOBnpdOrUESwCotY2aJuMf9fxkLmHXZgaxDFBQjirhbL065ZUJaQdqdBxBykN6vL0GIFrjghyVPFbZs6eg4Pi/bF3zOlIAgv+wNgB0WMmhjRng5r46wKHp9Hc1EnTsNJ2u21odaHsLZTzDdTE4GY1GE6AC4+5O9jhjjnkWwCE79aXt1DarYa4GHcvlTO9m+qVGNx1AAemCYuuALW62vEsLMrNAWUnpglWLpBbpjnZrPzSNSzdNmTo+JYGbLXQeA2Vq14YWKwjpNAALgao4TaPBgRqHoAKPFz7X6RYRKwT3rBIuU7eS3MuNhbalhTLg0ZKnBGSyMkoguva59p8qiJbPWTsxB8wXHNzJl2Blc5OtJbcmXPu4nzquKoMy0O4AinpdOK0qAQUqDETg9cBxYv6fAYUqPKwr1MmKz7VH50XHkgl18/8ZoGA55NKdRPGVyPFyScbV8td+1//AR+BfrhcyCs/iYXnH3mOsAeSbFphkxj3Xw7rT8ftJQQnTTQtQIvxijphUgnpFr+bjzy4i3m07ONdWhtJLQrg0uW6ROuGYjUs2Vq4eLVfHSYUUCzyXN1MSDDYASPb29iaOsfHDs5g0WK+kSJQvHDBhUKtAk/uh3pNszDhfjVqVfQkE1Opy7SvF02RtqrWnVk7pv5pwU2UFQyLzeHCeFiVSSqf1Z33V9aFt0fI0nYtbcTyL37UcfvL2wsJC/5qfnz/2AEAYBbu7u30sFgAKtgkuX7488ZBMkG7v1NY72qsel2ycS+TytqyzadKXQMqV1pWtIYAMjoVD3ezlYrnHT6FmkJKR8nC2brhtahBmF5ReDZByUwOUCD9gLg6FUaezaBS9uwj2CD/BJSHG1DKRTqk7QZdZiZlw1PQsVJxrUIWljjGjeow3xk2VOxMDFIAUDlp1Y63tKgEnfrnjtTVrV+eh9Z37dyVUAzxXAoBKAKsESLLystMDreWXqCb4MiBQA3Kt/WwZQ20P+p3JBG6rA1baNwdO9H9+sOXCwkIsLi72gIUfjgm3PRsFe3t7E/FYe3t7fTlQgtpOXttszWdGhfbbEa93N35uvEtzkaWrUQlEteadxpDAOPI2GM8te1JYXmdeFLyXDIESOGFvJb+0bVkZJ6GbEqC4Ra57ci6wsoYkeRHivWS1c30lS6JlcWq9nFfr5gWdlY88GUjAu1pGblyxWMC8eOfgRRe4mi1WBZCa181p9nJpFFQ5gFUCJ7X5yb63/jdtnml/L6UrgQqXvhUwZeCkBFpce5zAVQHL763UAjTdWqmNy0nAIKfN2lNSJCDepmRgwff3IC/kIQwCDn4EmGfvCwCOHj/m8hSggFx7a2Bz2vXixlcBzkmUZ4n3p8nrfiu1B0BRAQpeLFc1Ls4ZcVnbM4DcAjydHL1SuikBiiNWOhFHA677di2My0CDJ8kpviwf2sTt07T6ORN2reAkq8PFUqh3yAEUCCUcacOiYFcx4kf4SC73xykaB2JYMWWgogRMnBells+NXw1cngR4XGn+K6mzFWC0pM1+r4GeTEm3CFG8nxSYlNqVta11TEpgRwFPVo9+zpScviKeHQtciY6j9HwSxwEKDnzkZ6tgncMjw58Z/GDbqOu6Cc+0KuJMLtXmT9dgCeC4MW0BJ9qerGx+599beDBrV9YXJQUo6kVxY44ttdq6ynSX6oPazkEGoqehUwlQMCg7OzvFNFgkfFPo5uZm//C3ubm5WF5ejvX19Th79mysra3F8vJyb11EHC1cBjGw7hEbgfPoUNRwnbLChtJGDEVE/YGC7k6PiHx7JWMEMD8YC14J3uJCP3hLhdNhTFE+hBHqvnz5cozH49ja2orPfe5z8dRTT8VTTz0VzzzzTGxvb/eWGFtw7h2vpaWlWFpaisXFxYl33UPnIEA99ZB5RdgtngEUHucWwHq16GqCjSvJmynhmhVYK19jdpwCzoQ/yFl5NWHogGXW56xNJUDlyuJ0TrDzZygYljEqe/Qz3yYKcOFu+MSFWpBZ+rDUiON3/fDWD8cbQH7NzMzEwsJCnDlzJs6fPx+33nprvPCFL4zz58/H2traxL0dIN6WYIDj1nLNCndgzQFAp6jdEXdXpuMlBwBcW0qASflH5U+23Yxxd95dnEqFHGZZyqAx23Ljstz4gEcvX748oUu3trZid3e3138MSg8ODo49pyziSG+3yI1RdzWl63NEf/ZnfxYvfelLr3czBhpooIEGGmigE9CnP/3peMlLXlJMcyoByuHhYXziE5+IL//yL49Pf/rTsb6+fr2b9LymjY2NeOlLXzrMxQ1Aw1zcODTMxY1Dw1zcONR1XWxubsYdd9xRPWV0Krd4ZmZm4i/8hb8QERHr6+sDw90gNMzFjUPDXNw4NMzFjUPDXNwYdPbs2aZ09fvNBxpooIEGGmiggZ5jGgDKQAMNNNBAAw10w9GpBSiLi4vxtre9LRYXF693U573NMzFjUPDXNw4NMzFjUPDXJxOOpVBsgMNNNBAAw000M1Np9aDMtBAAw000EAD3bw0AJSBBhpooIEGGuiGowGgDDTQQAMNNNBANxwNAGWggQYaaKCBBrrh6FQClHe9613xhV/4hbG0tBR33313/OZv/ub1btJNRx/+8IfjW77lW+KOO+6I0WgUv/RLvzTxf9d18da3vjVe/OIXx/Lyctx3333xx3/8xxNpnn766Xj9618f6+vrce7cufiO7/iO2Nraeg57cXPQI488El/91V8dZ86ciVtvvTVe/epXxyc+8YmJNLu7u/HmN785XvCCF8Ta2lo8+OCD8dRTT02k+dM//dP45m/+5lhZWYlbb701/sk/+Sf9c5YGaqOf+qmfipe//OX9hV/33HNP/Oqv/mr//zAP149+5Ed+JEajUXzv935v/9swH6ebTh1A+fmf//l4+OGH421ve1v81m/9VrziFa+I+++/Pz772c9e76bdVLS9vR2veMUr4l3vepf9/0d/9EfjHe94R/z0T/90PP7447G6uhr3339/7O7u9mle//rXx+///u/Ho48+Gr/yK78SH/7wh+NNb3rTc9WFm4Y+9KEPxZvf/Ob4yEc+Eo8++mgcHBzEN37jN8b29naf5vu+7/vil3/5l+MXf/EX40Mf+lD8+Z//ebzmNa/p/798+XJ88zd/c+zv78f/+l//K97znvfEu9/97njrW996Pbp0auklL3lJ/MiP/Eg88cQT8bGPfSy+4Ru+Ib71W781fv/3fz8ihnm4XvTRj340/u2//bfx8pe/fOL3YT5OOXWnjL7ma76me/Ob39x/v3z5cnfHHXd0jzzyyHVs1c1NEdG9733v678fHh52t99+e/djP/Zj/W8XLlzoFhcXu//4H/9j13Vd9wd/8AddRHQf/ehH+zS/+qu/2o1Go+7//t//+5y1/Wakz372s11EdB/60Ie6rnt27Ofn57tf/MVf7NP84R/+YRcR3WOPPdZ1Xdf91//6X7uZmZnuySef7NP81E/9VLe+vt7t7e09tx24yeiWW27p/t2/+3fDPFwn2tzc7L74i7+4e/TRR7u/9bf+Vvc93/M9XdcN6+JmoFPlQdnf348nnngi7rvvvv63mZmZuO++++Kxxx67ji17ftGnPvWpePLJJyfm4ezZs3H33Xf38/DYY4/FuXPn4pWvfGWf5r777ouZmZl4/PHHn/M230x08eLFiIg4f/58REQ88cQTcXBwMDEfX/qlXxp33nnnxHx85Vd+Zdx22219mvvvvz82NjZ663+g6ejy5cvx3ve+N7a3t+Oee+4Z5uE60Zvf/Ob45m/+5olxjxjWxc1Ap+phgZ/73Ofi8uXLE8wUEXHbbbfFH/3RH12nVj3/6Mknn4yIsPOA/5588sm49dZbJ/6fm5uL8+fP92kGmp4ODw/je7/3e+Nv/I2/EV/xFV8REc+O9cLCQpw7d24irc6Hmy/8N1A7/e7v/m7cc889sbu7G2tra/G+970vvvzLvzw+/vGPD/PwHNN73/ve+K3f+q346Ec/euy/YV2cfjpVAGWggZ7v9OY3vzl+7/d+L37jN37jejfleUtf8iVfEh//+Mfj4sWL8Z/+03+KN7zhDfGhD33oejfreUef/vSn43u+53vi0UcfjaWlpevdnIGuAZ2qLZ4XvvCFMTs7eywK+6mnnorbb7/9OrXq+UcY69I83H777ccCly9duhRPP/30MFcnpIceeih+5Vd+JX7t134tXvKSl/S/33777bG/vx8XLlyYSK/z4eYL/w3UTgsLC/FFX/RFcdddd8UjjzwSr3jFK+Inf/Inh3l4jumJJ56Iz372s/HX/tpfi7m5uZibm4sPfehD8Y53vCPm5ubitttuG+bjlNOpAigLCwtx1113xQc+8IH+t8PDw/jABz4Q99xzz3Vs2fOLXvayl8Xtt98+MQ8bGxvx+OOP9/Nwzz33xIULF+KJJ57o03zwgx+Mw8PDuPvuu5/zNp9m6rouHnrooXjf+94XH/zgB+NlL3vZxP933XVXzM/PT8zHJz7xifjTP/3Tifn43d/93QnQ+Oijj8b6+np8+Zd/+XPTkZuUDg8PY29vb5iH55juvffe+N3f/d34+Mc/3r9e+cpXxutf//r+8zAfp5yud5TutPTe9763W1xc7N797nd3f/AHf9C96U1v6s6dOzcRhT3QldPm5mb327/9291v//ZvdxHR/ct/+S+73/7t3+7+z//5P13Xdd2P/MiPdOfOnev+83/+z93v/M7vdN/6rd/avexlL+vG43Ffxqte9arur/7Vv9o9/vjj3W/8xm90X/zFX9y97nWvu15dOrX0Xd/1Xd3Zs2e7X//1X+8+85nP9K+dnZ0+zT/4B/+gu/POO7sPfvCD3cc+9rHunnvu6e65557+/0uXLnVf8RVf0X3jN35j9/GPf7x7//vf373oRS/q3vKWt1yPLp1a+oEf+IHuQx/6UPepT32q+53f+Z3uB37gB7rRaNT99//+37uuG+bhehOf4um6YT5OO506gNJ1XffOd76zu/POO7uFhYXua77ma7qPfOQj17tJNx392q/9WhcRx15veMMbuq579qjxD/7gD3a33XZbt7i42N17773dJz7xiYkyPv/5z3eve93rurW1tW59fb174xvf2G1ubl6H3pxucvMQEd3P/MzP9GnG43H3D//hP+xuueWWbmVlpfu2b/u27jOf+cxEOf/7f//v7oEHHuiWl5e7F77whd0/+kf/qDs4OHiOe3O66du//du7L/iCL+gWFha6F73oRd29997bg5OuG+bhepMClGE+TjeNuq7rro/vZqCBBhpooIEGGsjTqYpBGWiggQYaaKCBnh80AJSBBhpooIEGGuiGowGgDDTQQAMNNNBANxwNAGWggQYaaKCBBrrhaAAoAw000EADDTTQDUcDQBlooIEGGmiggW44GgDKQAMNNNBAAw10w9EAUAYaaKCBBhpooBuOBoAy0EADDTTQQAPdcDQAlIEGGmiggQYa6IajAaAMNNBAAw000EA3HA0AZaCBBhpooIEGuuHo/wNNx279bW+7/gAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.filters import laplace, gaussian\n",
+    "smoothed_img = gaussian(image, sigma=3)\n",
+    "gradient = laplace(smoothed_img)\n",
+    "plt.imshow(gradient, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbc1226470>"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.feature import canny\n",
+    "smoothed_img = gaussian(image, sigma=2.5)\n",
+    "edges = canny(smoothed_img)\n",
+    "plt.imshow(edges, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbc13d92a0>"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "edges = canny(edges)\n",
+    "plt.imshow(edges, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbbff7f8e0>"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.filters import laplace\n",
+    "smoothed_img = gaussian(image, sigma=3)\n",
+    "laplacian_edges = laplace(smoothed_img)\n",
+    "plt.imshow(laplacian_edges, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbbffc65c0>"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.filters import roberts\n",
+    "\n",
+    "roberts_edges = roberts(image)\n",
+    "plt.imshow(roberts_edges, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbbfc9e4d0>"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.filters import scharr\n",
+    "\n",
+    "scharr_edges = scharr(image)\n",
+    "plt.imshow(scharr_edges, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbc009c3d0>"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Difference of Gaussians (DoG)\n",
+    "from skimage.filters import gaussian\n",
+    "\n",
+    "gaussian1 = gaussian(image, sigma=1)\n",
+    "gaussian2 = gaussian(image, sigma=3)\n",
+    "gradient = gaussian1 - gaussian2\n",
+    "plt.imshow(gradient, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x1cbbf087280>"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.filters import gaussian, sobel\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as mpimg\n",
+    "\n",
+    "mypoints = np.load('mypoints.npy')\n",
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "\n",
+    "gradient = sobel(image)\n",
+    "plt.imshow(gradient, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "error",
+     "evalue": "OpenCV(4.9.0) :-1: error: (-5:Bad argument) in function 'Laplacian'\n> Overload resolution failed:\n>  - Laplacian() missing required argument 'ddepth' (pos 2)\n>  - Laplacian() missing required argument 'ddepth' (pos 2)\n",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31merror\u001b[0m                                     Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn [32], line 6\u001b[0m\n\u001b[0;32m      2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n\u001b[0;32m      5\u001b[0m \u001b[38;5;66;03m# Compute the second-order gradient using Laplacian\u001b[39;00m\n\u001b[1;32m----> 6\u001b[0m laplacian \u001b[38;5;241m=\u001b[39m cv2\u001b[38;5;241m.\u001b[39mLaplacian(image, ksize\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m)\n\u001b[0;32m      8\u001b[0m \u001b[38;5;66;03m# Display the original and gradient image\u001b[39;00m\n\u001b[0;32m      9\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m12\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n",
+      "\u001b[1;31merror\u001b[0m: OpenCV(4.9.0) :-1: error: (-5:Bad argument) in function 'Laplacian'\n> Overload resolution failed:\n>  - Laplacian() missing required argument 'ddepth' (pos 2)\n>  - Laplacian() missing required argument 'ddepth' (pos 2)\n"
+     ]
+    }
+   ],
+   "source": [
+    "import cv2\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "\n",
+    "# Compute the second-order gradient using Laplacian\n",
+    "laplacian = cv2.Laplacian(image, cv2.CV_64F, ksize=3)\n",
+    "\n",
+    "# Display the original and gradient image\n",
+    "plt.figure(figsize=(12, 6))\n",
+    "plt.subplot(1, 2, 1)\n",
+    "plt.title('Original Image')\n",
+    "plt.imshow(image, cmap='gray')\n",
+    "\n",
+    "plt.subplot(1, 2, 2)\n",
+    "plt.title('Second Order Gradient (Laplacian)')\n",
+    "plt.imshow(laplacian, cmap='gray')\n",
+    "\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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Ix+PBJZdc4q5Ruf/Zn/1ZqKxXvepVQWdnp/v+m9/8JgBQZwy9/vWvf8YMyle+8pUBgGBsbCwIgiD40Ic+FOTz+eDxxx8P3fee97wnSCQSQV9fX6jslpaWYNeuXd56VXmddtppwUknnRS671e/+lUAIPjSl77krk1PT9e18SMf+UgQi8WCLVu2uGtXXnllQ2VteXPxxRcHPT09wezsrLu2Y8eOIB6PBx/84AfdtRe/+MXBscceG5RKJXetVqsFz3ve84LDDjvMW5ePHnrooSCZTHoXqYgiOhgo0pFzFOnIOdqfOvLee+8N4vF40NHREbS1tQU7d+7cq+ciOjhobGwsAFBnaDciztG3vOUtoevvete7AgDBT3/6U3dt+fLlAYDg7rvvdtd+8IMfBACCbDYbku/bb789ABD87Gc/c9cI7q+++mp3rVarBa94xSuCVCoV7N69211vBLqfTOfsrU4sl8tBT09PcMIJJwQzMzPuvjvuuCMA8KSgu1arBWeccUYAIFiwYEFw8cUXB7fddluIB6Q3v/nNwcKFC0NANwiC4KKLLgpaW1udzvjnf/7nAEDwD//wD976giAI7rrrrgBAcOONN4Z+v+CCC4JYLBZs2LDBXQMQpFKp0LUHH3wwABDccsst7tr5558fZDKZUNsfeeSRIJFIPCnoZnvUeeCjlpaW4MQTT3TfybvPfe5z3vLUwTk7OxucfvrpdTp5b/UdAfELXvCCkA5tRM95znOCtra2uuuTk5PB7t273R/XnCerw7cm3HPPPXVrxzXXXBMACO699153bdeuXUFra+uTgu4vf/nLQTweD/7rv/4rVM/nPve5AEDwP//zP+7a3srFJz7xibp695ai9PKDiM4++2zcc889+JM/+RM8+OCD+PjHP45zzjkHixcvDqWFfOtb30KtVsPrXvc6DA4Our/e3l4cdthh+NnPfgYA+PWvf41NmzbhmmuuqUvHZMrejh078Jvf/AaXXXYZOjo63O/HHXcczj77bHz3u9+ta+db3/rW0PfTTz8dQ0NDGB8fBwD3zNve9rbQfddcc83TY4yH+HqNiYkJAHNpL6effjra29tDPDnrrLNQrVbxi1/8IvT8a17zGnR3dz9pPRdeeCHuv//+UArT1772NaTTabzyla9017LZrPs8NTWFwcFBPO95z0MQBA1Tyfam7l27drkUNWAupbJWq+HCCy8EAAwPD+OnP/0pXve612FiYsL1e2hoCOeccw7Wr1+P/v7+vaqvpaXF7Yd5yUte8rTaHFFE+5IiHbn3FOnIZ1ZHPve5z8Vb3/pWDA8P4yMf+UjoULWIDn7i3CsUCnt1P+foO97xjtD1d77znQBQt/f7qKOOwmmnnea+n3rqqQCAM888E8uWLau7/sQTT9TVedVVV7nPTHUtl8v48Y9//KTtfTKds7c68X//93+xa9cuvPWtbw3tj2Va85NRLBbDD37wA9x4441ob2/HV77yFVx55ZXudGumQwdBgG9+85s477zzEARBqE3nnHMOxsbG8MADDwAAvvnNb6Krq8t7UCb19He/+10kEok6nfrOd74TQRDge9/7Xuj6WWedhdWrV7vvxx13HFpaWty4VKtV/OAHP8D5558fGr+1a9finHPOeVI+UO8+mbwVCgU3RqR0Oo03velNoWvf/e530dTUhL/8y7901xKJRB1Pno6+u/zyy+vS3300Pj7ufbXd+973PnR3d7u/17/+9XX3+OrQNaFSqWBoaAhr1qxBW1ubG3v2/Y/+6I/w3Oc+113r7u7GG97whidt85133om1a9fiyCOPDMnYmWeeCQBO7klPJhe/L0Wg+yCjU045Bd/61rcwMjKCX/3qV7j22msxMTGBCy64AI888ggAYP369QiCAIcddlhI0Lu7u/Hoo4+6A4VoBB1zzDEN6+NePN/piWvXrsXg4CCmpqZC11UBAUB7ezsAuL17W7ZsQTweDwluozqeLk1OTgKYV2jr16/H97///Tp+nHXWWQDqD1lauXLlXtXz2te+FvF4HF/72tcAzC0Ud955J172spehpaXF3dfX1+eM8ubmZnR3d+OMM84AAIyNjT2tPr70pS9Fa2urqxuYM2ZPOOEEd8r4hg0bEAQB3v/+99f1/brrrvP2vRFdddVViMfjWL58Od75zneiUqk8rXZHFNG+pEhH7h1FOvKZ15GnnHIKAODkk09+Wu2N6MARZZFg6MmIc3TNmjWh6729vWhra6s7x8DOeQLUpUuXeq9TF5Di8ThWrVoVukYZ3pv9ok+mc/ZWJ7Jfhx12WKi8ZDJZ175GlE6n8b73vQ+PPvootm/fjq985Sv4oz/6I3z96193joXdu3djdHQUd9xxR117CDhVTx9xxBF7PGxsy5YtWLRoUR3IXbt2bahfjfgFzPGM/Nq9ezeKxWIdH4C909Nsx5PJ28TERF2bFy9eXHcg2JYtW7Bw4cI60Gvb8nT03d7q+kKh4NYVpSuuuAI/+tGP8KMf/aihM9JXR7FYxAc+8AG3B7+rqwvd3d0YHR0NrQlbtmx52uOwfv16PPzww3W84NyyvHgyufh9KTq9/CClVCqFU045BaeccgoOP/xwvOlNb8Kdd96J6667DrVaDbFYDN/73ve83imfJ+qZpEYescAcVrEv6aGHHkJPT49bSGu1Gs4++2y8+93v9t6vr8ICwh62PdGiRYtw+umn4+tf/zre+9734pe//CX6+vrwsY99zN1TrVZx9tlnY3h4GH/zN3+DI488Evl8Hv39/bjsssu8hz3sDaXTaZx//vn493//d3zmM5/BwMAA/ud//gd/93d/5+5h2e9617sael+t0eCjb33rW/j2t7+Nm266CYcddhhe8YpX4BOf+ETd6aMRRXSwUKQj90yRjpyjZ0pHRnRoU0tLCxYtWhQ6XG9vSA/y2xM1mvP7Sxc8WT0HSicuXLgQF110EV7zmtfg6KOPxte//nV84QtfcPPyT//0T3HppZd6nz3uuOP2SZuAfT8uBPu//e1vG96zZcsWjI+P46ijjgpd31vd66Ono+/2tr4jjzwSv/nNb9Df34/Fixe764cffrhbPxqdru+r4+qrr8bnP/95XHPNNTjttNPQ2tqKWCyGiy666GmvCZZqtRqOPfZY/MM//IP3d+sU29dyEYHuQ4DoVd+xYwcAYPXq1QiCACtXrqwzlJQYRXnooYdcNMPS8uXLAQCPPfZY3W/r1q1DV1fXUz7af/ny5ajVas47SfLV8XTonnvuwcaNG0Ovylm9ejUmJycb9vP3oQsvvBBXXHEFHnvsMXzta19DLpfDeeed537/3e9+h8cffxxf/OIXcckll7jrPOlWaW8XcK37i1/8In7yk5/g0UcfRRAELm0SgPM8J5PJp933iYkJvO1tb8OJJ56Iq666ColEAq95zWtw44034uKLL95rL2hEER0oinRkmCId+czqyIj+MOjcc8/FHXfcgXvuuSeUCu4jztH169c7AAUAAwMDGB0ddXrhmaJarYYnnngipK8ef/xxAHOno/++tLc6kf1av369S8EF5tJ/N23a9LRfQZhMJnHcccdh/fr1GBwcdG9tqFarTzovV69ejXvvvReVSgXJZLJhu3/84x/XRY7XrVsX6tfeUnd3N7LZLNavX1/3297oaQLRu+66CzfffLM3zfxLX/oSgDm5fDJavnw5fvKTn2BycjLkILFt2Zf67txzz8VXv/pV/Ou//mtD5+1ToW984xu49NJL8fd///fuWqlUqjuRffny5U97HFavXo0HH3wQL37xi5/y2tKIfp9yovTyg4h+9rOfeb0p3FtE4+zVr341EokEbrjhhrr7gyDA0NAQgLl3uK5cuRI33XRTnRDzuYULF+KEE05wr4oiPfTQQ/jhD3+Il7/85U+5H3xdwKc//enQ9Ztuuukpl2Vpy5YtuOyyy5BKpdyx/QDwute9Dvfccw9+8IMf1D0zOjqK2dnZp13na17zGiQSCXzlK1/BnXfeiXPPPTdkZNMzpmMRBEHdK4cAuOf29l2VZ511Fjo6OvC1r30NX/va1/Dc5z43BIJ7enrwwhe+ELfffrsDHEq7d+9+0jr+9m//Fjt27MDtt9/u+nLzzTcjkUiE9phFFNGBpkhHPjlFOvKZ15ER/WHQu9/9buTzebzlLW/BwMBA3e8bN250Msl5beckI2aveMUrnvH23Xrrre5zEAS49dZbkUwm8eIXv/j3LntvdeLJJ5+M7u5ufO5zn0O5XHb3fOELX9irObl+/Xr09fXVXR8dHcU999yD9vZ2dHd3O+f+N7/5TW/2gc7L17zmNRgcHAzxR9sOzI1XtVqtu+dTn/oUYrFY6DVWe0OJRALnnHMO7rrrrlB/Hn30Ua8O9dEHPvABjIyM4K1vfWvdu6vvv/9+fOxjH8MxxxyD17zmNU9a1stf/nLMzs7is5/9rLtWrVZxyy23hO7bl/ruda97HY466ih86EMfwi9/+UvvPU8lIpxIJOruv+WWW+p49fKXvxy//OUv8atf/cpd2717N/71X/91r9rc39+Pf/zHf6z7rVgs1m0N2xt6qmuUUhTpPojo6quvxvT0NF71qlfhyCOPRLlcxt13342vfe1rWLFihdvnsnr1atx444249tprsXnzZpx//vkoFArYtGkT/v3f/x1//ud/jne9612Ix+P47Gc/i/POOw8nnHAC3vSmN2HhwoVYt24dHn74Yac4PvGJT+BlL3sZTjvtNLz5zW9GsVjELbfcgtbW1tD7IPeWTjjhBFx88cX4zGc+g7GxMTzvec/DT37yE2zYsOEplfPAAw/gX/7lX1Cr1TA6Oor77rsP3/zmNxGLxfDlL385lHr013/91/j2t7+Nc889F5dddhlOOukkTE1NuXcgbt68GV1dXU+5L8CcEnvRi16Ef/iHf8DExEQoigLMpdysXr0a73rXu9Df34+WlhZ885vf9O4BOemkkwDMHaB0zjnnIJFI4KKLLmpYdzKZxKtf/Wp89atfxdTUFD75yU/W3XPbbbfhBS94AY499lhcfvnlWLVqFQYGBnDPPfdg27ZtePDBBxuWf//99+O2227DlVdeGdqnuHjxYnzwgx/EO97xDnzzm9/cq0Uhooj2NUU6MkyRjtz3OjKiPxxavXo1/u3f/g0XXngh1q5di0suuQTHHHOM0yN33nknLrvsMgDA8ccfj0svvRR33HEHRkdHccYZZ+BXv/oVvvjFL+L888/Hi170ome0bZlMBt///vdx6aWX4tRTT8X3vvc9/Md//Afe+9737tWBhk9Ge6sTk8kkbrzxRvzFX/wFzjzzTFx44YXYtGkTPv/5z+/Vnu4HH3wQr3/96/Gyl70Mp59+Ojo6OtDf348vfvGL2L59O2666SbnhPvoRz+Kn/3sZzj11FNx+eWX46ijjsLw8DAeeOAB/PjHP8bw8DAA4JJLLsGXvvQlvOMd78CvfvUrnH766ZiamsKPf/xjXHHFFXjlK1+J8847Dy960Yvwvve9D5s3b8bxxx+PH/7wh/i///f/4pprrqk7P2Nv6IYbbsD3v/99nH766bjiiiswOzuLW265BUcfffQe08ZJb3jDG3Dffffh5ptvxiOPPII3vOENaG9vxwMPPIB//ud/RmdnJ77xjW80jN4rnXfeeXj+85+P97znPdi8eTOOOuoofOtb3/Keh7Gv9F0ymcS///u/45xzzsELXvACvPrVr8bpp5/utgp9+9vfRl9f3147pM4991x8+ctfRmtrK4466ijcc889+PGPf1z3Lvd3v/vd+PKXv4yXvvSl+Ku/+ivk83nccccdWL58+ZOOwxvf+EZ8/etfx1vf+lb87Gc/w/Of/3xUq1WsW7cOX//61/GDH/zgKZ/RwTXqfe97Hy666CIkk0mcd955e5fx9pTPO49on9H3vve94M/+7M+CI488Mmhubg5SqVSwZs2a4Oqrrw4GBgbq7v/mN78ZvOAFLwjy+XyQz+eDI488MrjyyiuDxx57LHTff//3fwdnn312UCgUgnw+Hxx33HGh4++DIAh+/OMfB89//vODbDYbtLS0BOedd17wyCOPhO7hqyn09RVBMP9KAD0+v1gsBm9729uCzs7OIJ/PB+edd16wdevWp/Q6HP41NTUFHR0dwamnnhpce+213ldPBEEQTExMBNdee22wZs2aIJVKBV1dXcHznve84JOf/KR7pdCeXrXjex0O6R//8R8DAEGhUAiKxWLd74888khw1llnBc3NzUFXV1dw+eWXu1cNaHmzs7PB1VdfHXR3dwexWCz02olGvPnRj34UAAhisViwdetWb983btwYXHLJJUFvb2+QTCaDxYsXB+eee27wjW98w3s/23LiiScGixYtCr3iQX8/4YQTgiVLlgQTExMNy4koov1FkY6co0hHhmlf6UhLHMf77rtvr5+J6OCjxx9/PLj88suDFStWBKlUKigUCsHzn//84JZbbgm9ZqlSqQQ33HBDsHLlyiCZTAZLly4Nrr322tA9QTD3yjB9Jz0JQHDllVeGrvnm16WXXhrk8/lg48aN7p3CCxYsCK677rrQ+7xZpu+VYXujc4Jg73XiZz7zmWDlypVBOp0OTj755OAXv/hF3euYfDQwMBB89KMfDc4444xg4cKFQVNTU9De3h6ceeaZ3rk2MDAQXHnllcHSpUuDZDIZ9Pb2Bi9+8YuDO+64I3Tf9PR08L73vc+NRW9vb3DBBRcEGzdudPdMTEwEb3/724NFixYFyWQyOOyww4JPfOITodc/kod2XIJgbhwvvfTS0LWf//znwUknnRSkUqlg1apVwec+9znH872lu+66Kzj77LOD9vb2IJ1OB2vWrAne+c531o1ZEMy98uroo4/2ljM0NBS88Y1vDFpaWoLW1tbgjW98Y/DrX//aq5P3Rt89XX02OjoafPCDHwye85znuHV46dKlwQUXXBD8v//3/0L37qmOkZGR4E1velPQ1dUVNDc3B+ecc06wbt067zj89re/Dc4444wgk8kEixcvDj70oQ8F//RP//SkrwwLgrnX4H3sYx8Ljj766CCdTgft7e3BSSedFNxwww0h2/epyMWHPvShYPHixUE8Hn9Krw+L/f8VRRRRRBFFFFFEEUUUUUQRRRRRRM8wRXu6I4oooogiiiiiiCKKKKKIIopoH1EEuiOKKKKIIooooogiiiiiiCKKaB9RBLojiiiiiCKKKKKIIooooogiimgf0QEF3bfddhtWrFiBTCaDU089NXQcfEQRRRTRs5ki/RhRRBFF5KdIP0YUUUSHGh0w0P21r30N73jHO3DdddfhgQcewPHHH49zzjkHu3btOlBNiiiiiCI6KCjSjxFFFFFEfor0Y0QRRXQo0gE7vfzUU0/FKaec4l5kX6vVsHTpUlx99dV4z3vecyCaFFFEEUV0UFCkHyOKKKKI/BTpx4giiuhQpKYDUWm5XMb999+Pa6+91l2Lx+M466yzcM8999TdPzMzg5mZGfe9VqtheHgYnZ2diMVi+6XNEUUU0R8WBUGAiYkJLFq0CPH4wXO8RaQfI4ooogNNfyj6EYh0ZEQRRfTM0tPVjwcEdA8ODqJarWLBggWh6wsWLMC6devq7v/IRz6CG264YX81L6KIInoW0datW7FkyZID3QxHkX6MKKKIDhY61PUjEOnIiCKKaN/QU9WPBwR0P1W69tpr8Y53vMN9Hxsbw7Jly3DuuecimUzu07pjsRi6urrwxBNPIJfLIZVKoVwuAwCampoQBAFisRiCIEC1WkVTU1PI6zE7O4tarYZEIoEgCJBIJDA7O+vuCYIA8XgcTU1NmJ2dRbVadZ7XWCyGeDyO2dlZJBIJxONxVKtV9xvrBYBqterq4Od4PO7KmJmZcfezbpbNfvAvkUigVqu5z2xTPB4PXa/Vaq4cfmbb2PdEIoFkMolyuYxarYampiY0NTVhenoaAJDL5VAul5FIJNDU1IRisYimpqbQ86lUChMTE6jVaujs7ESlUsHMzAxmZ2fR1taGqakpzM7OIpPJAABKpZIbp6amJiQSCZRKJVSrVbS0tCCZTGJmZgalUgnxeBzJZBKJRAKVSgXpdBo7duzAwoULUalUXJtmZ2eRy+UcL1KpFMbGxgAAXV1dKBaLKBaLCIIAra2tKJVKKJVKyOfzKJfLyOfzqFQqKJfLiMfjTm6amppQq9VQrVYRj8ddOxKJhOOnyg//rPywXSoT+p98oDzqWPEZ/c9xTiaT0B0os7OzTvZZDtvEsZ2dncXs7KyTE7a1Wq2iUqkgk8lgbGwMbW1tyGazmJqawoHY5VKpVPCd73wHhUJhv9f9TFIj/XjNNdcgnU7v8/ozmQySyaQbR8qF6rFqter0I2WqWq2G5E5lmzJTq9VCMmrnCgBXBuujLMViMczOzqJSqaBWqzl9yPbxec5D3qdlxWKx0FysVquo1WpOh3MecI5SL7Ic6jWS9iUIApTLZZRKJQBzc4oROdZRrVaRy+VQKBRQq9UwOTmJSqXi+pxMJhGLxTAzM4O2tjYsX74chUIBQRCgVCohmUxicnIS27Ztw8TEBCqVCgqFAvL5fGjdmZycRLlcRm9vL9LptKuTawfbV6lUsH37duTzeXR2dmL37t3YuXMnJicnXV9nZ2cxPT2NdDqNTCbj9HF3dzdqtRomJiYwOzuLbDbrxieRSGBqasrJUzqddmsp9TPHj7yzchMEgdM7KgMcy0QiEdJxqiu1bMoqZUzlSnUeeUJ9TtnkOqcyxP96r8q6nQ/xeBzpdBpBEGBmZuaA6MeZmRncdNNNh7x+BBrryNe+9rX73IYEgN7eXvT397s5p3MKmNeRs7OzSCaTTm9XKhUnF7Sz+J96iZ859yqViiuT8ktbivYcfwfg6qXcUo5Vd9F2UPuSZXDt57zjHGE9TU1N7rPqbBL1rxL1P3UyAGc7saypqSnUajUkk0nE43Gnr0ZGRlw51WoVqVQK6XQaIyMjyGazOOKII9wYlEoltLe3Y2hoCLt373ZzPxaLOZ3Lto2NjWFmZgbLly93tqbaN9T9iUQCjz76KJYtW4ZsNovp6Wls374d09PTyOVyjke1Wg0zMzNoampCS0sLyuUyMpmMs5ump6cRBAEymQyKxSKam5udns5kMs6m4xpAvlEO1C6n3KiesfzmPfqc6thUKoWmpiaUy2UnCxxfqyMpzwCQTqdD6zfl04455SiVSqFSqbixp13JZ2dnZ5FOp1EsFtHe3o50Oo2xsbH9riMrlQruvPPOp6wfDwjo7urqQiKRwMDAQOj6wMAAent76+5Pp9Ne4zGZTO5zhRmPx5HNZh0ASafTbkFOpVKYnZ0NgWN+VkOuXC67dvJ3lq0gNplMhgw/vU+VnAIuC5KBeUXAOjkBaexy8rEcXleDUyeNTir2kYpU61eDhs+x/alUKtRnKp9YLOaMi1gshmw2C2BOWXLM4/E4crmcWziAOYHPZrNuYeBfEATI5XIhZRiLxZDP511K2YknnoitW7eiXC67OhVsKjBPpVIIgsAZhsp7TrZKpYJ4PI58Ph9qO/nG8tkP8lUNPfaLi6SPp2pIKp9ZloJ5XfxUFtTQs2VrmdYg1LLYTpU5AEilUm6B50Kg/KJcpVIpTE9P4/jjj8f27dvrlO/+poMtvfCZ0o+Nrj+TFAQBRkZGUC6X0d7e7mTAOn7YDgU0NDAoRxaUAPOgRg1MBVlaBw0ZXuOCnclk6gANMG8A0iFIQ0qdpuqg4jzlHFX9qM4mlqHPkvQ616/m5uY6xwEwDxgrlQqKxSISiQTa29tD7VKDvFwuY9OmTc4hyX6k02kUCgW0t7e7uUbDqVarIZVKYdGiRc7Ybm5uxujoKNatW+ccmwCc47NQKGB0dBTr169HPp9HLpdDR0eH4xHnOA1kGnPkeaFQCOkoOh96enqcc1GdLna8rX6zwFrHyIJylQHVdfyjkU5DXg1klR2VE/ZR26KOS72uDhp7H+WI19h+rp0Hig51/Qjs2YbcH/wtFovYuXMnFi1aFGoH7SjOGc5nzhnaPQxMAHDA2TrKU6mUAyw+x6c67q1Ts7m5OQT6WQ95QycB7SG2JR6Pu+AEHYXqJCM4I0is1WrO7mLfOR/YFiWuJ1wvdA5SF3K+zMzMIJFIYOHChQDmbVWWTwfgjh07MDMzg8nJSTQ1NWFwcBCVSgW5XA7ZbDakF0qlknt+wYIFqFarGBoawimnnIInnngCW7duRbVaRW9vL4IgcDoyHo9jeHgYIyMjaG9vRz6fR3NzM5LJpPuduljnOnkKAC0tLW6cC4UCqtUqMplMXcCLbVUwrfpNnS8ce7Vl+by1N7VNlFXew7XLAnuVDX6mHNDpTh3n0+OULzp2bB18Pp1OY3BwEGvXrsXAwMB+cZw1oqeqHw+ItZtKpXDSSSfhJz/5Cc4//3wAcwP2k5/8BFddddWBaFJD4sTr6OjA5OQkMplMnUGliowCo0CVZEGOXYg5GbRsNVg0mqkTxAecKOw0KK2RoRPSeh15j51QVNq2Xxas6e92MmufuHhYb6waLmo8A/OeX04yAl7tO/nE8tl2KgpGWjihqRDYv1wu5zyQBNs+76AdU/aN/dbnLMj1ja9PPiwYtrz1ZRmoIcdFiotjo3FmW7Qea5QCCN2rjgqN0nO8yE915lC+NUIYUZgOJf0Yi8XQ3d2NUqnk5Ms6vIB5PaBzSA0A3scori7cGhWkYWeNCD5DI1GjOYlEwjn2NPOIskvDTg06dShqX9XIoU4iaNQIukbrOU9sFIp9BcLGkzV6aIwACEUYWBcdE9lsFi0tLXWZAjSm6fAA5sEG+clo+8zMDMbGxpBMJrF48WLEYjEUi0XEYjG0traGoiqqi8jXRo47XrOGIZ9h/9h/3X+r0S3Wq+ur1mvBNp/XdYHlqRyR1OhT5yif0Uw0+zvbr+20ThSdF/qZDmPykWucyl9Ec3Qo6UdSJpPBsmXLMD4+jkwmU7fWAmHZUVsPmHcm0V7hc1xPqVs4P9Wu0s+1Ws1FHmmncu4wUMDyWScjzIx0WptDg0w6F4D5gA71HYA6+8DaBnQYWtuY9eoaQLuG+kznLZ27LJtBMwLf7u7ukMNSdRN5wyAJI69sc19fH6amprBgwQJn9wBAd3e3m9u1Wg3Nzc1unaBOszrHrpXqaCQPAITWG/4pYNXoNvtFHa+RbpttYNc+8ppOZHVkqp3MchVcq42pdVinqeIBm01LHWj1H+WjWq269ZZ44FCiAxZiesc73oFLL70UJ598Mp773OfipptuwtTUFN70pjcdqCZ5KQgCjI+PY8mSJbj33nvR0dERmhwK+EgqVBRINQAsEGFZmhauwqrUCBjpRFODy+fxVEDHOqxByXbrpGf7tV12wWgE5pV8i42diGoc2d8bfdd2ULGrYRQEAdra2jA8PBwymu0Cp+Oq7dN+2d/sPdbwVAeCOgR89ZHnGk32jZd1znC86IjwAXIF+bZc33ioHFnjmffYBV75bZUu06YWLFhwwNLKDwU6VPQjMCcfnZ2dqFarLuXPt9hSJn36ieRLP9QyqB/VmeUDrBpxr1QqLmLBCIOCM+tA0s+6oKsx6dPxjJT7orPAXLRNDWcaF3auUfepvgDCW5VUN9OYY3vVSGPZmqLHezmfqSfYB7se0DAHEDJqfWCB91jyGV12zNQQZdvtuKuxadcK3k8+Wb3L6Lv+ruPJKJwFDurEtQBdx1rrVODiWy9Yrq7PlGeCBYKDiOrpUNKPADA5OYnDDz8c//u//xvKitG0bCAcoeS8pK5j5JY60s4zflfHkc5l1SnUIWxLrVZDqVRyuiyZTIYisSq/Nt3d2pgKXqlzeL+CXn2G8s8oJucjbRnVUxbgqw6l018jsQRpnPszMzMhkEdbzBe5taAvHo+jp6fHbY+hU0Ej/xxbXU/IN3UmqAOPvFU9QtLAEtsVi8Vc3fwj31iWBoDYNh1DfqadzC2aTU1NKJVKoXWIYxSLxVxGga4LatfyGXUm0sGsvFJ5VhuY23dVXlXumpqaMDk5ia6urgO29eb3oQMGui+88ELs3r0bH/jAB7Bz506ccMIJ+P73v193OMbBQlRO6o3xgT8VKgtmfFFNBeV2342CImsgsDySegP5PBd+fcYu/jrpSSrEVin4DC0qER9w1s9qvCgwJB9sxJr1qCHi47nNDtD2Ml1Q26JGoyokXQjYJx9w9zkUlE+2LJ+jRZ/nImH34ejCpveqQ0Lr1LG1i4ePN3ZcrfNAyyUvWJ4qcF1I+Izljf42MjKCk046CYODg3XtimiODiX9GAQBisVinbPHOvJsJFTnGb/beUJ9pvJKHcn5Tb2sRouSAm3qAt2X5gN3QHj7UiOgpOCdxoLqM51XjJgACO1tV6OW+oZRFXW8pdPpUCTD6m41RDUdH0AIaHJOE0AzoqPboVS3qCHl0ykKFMgTO4463soje7+udboVQfUdjTneQ9LsBBr2LI/f9TwW61jR57QuHT8FMcoLGu0KHnTN00g2y1QApXVlMhm3BSciPx1K+hGAG/vp6WmnjyhLmp1j11oFJfzO8kiUb51DmpGi8qwgmWCIZRBIpVIpF+FWUOOb03qGkTpTrf4gaWRSQafORQVX3MKpfae+mZmZcdF59kv3D+sz1Kt0vNn2ptNptx5YZ125XHbbE9TRadcaTZdn3QxIKChVW1f5qfpc1zNmGGjwQ9uujhTdgmkj6CpjXFt0/LntgVFkza7Suq1zQvnN+3RtJx+q1fkto6oj1ZHi04tqX9LZUKlUcMwxx2DHjh041OiAbqa86qqrDtp0IKVUKoXR0VHk8/m6yewDomp4cjKoolOB5ARQhcsyfODQfrfGi7ZFlZp6l9Qgs4aQAiaWrd9tGxrxQ/tpgbsqNesEIGn/+dkH4n3RCpanHk9Ne9Z+8hnr0WvURx/YtmOs1ywf1eC1Hj7tO9NBdS+2HXcfOLZjyHb4nCfWWdIoqkIZVX5omynrdBrYceU1XWiYChZRYzpU9GOlUsHExISLjqiBB6DOyPHpS71XAbXKs51DLMt61i2QV/CvadAqq77okS7+LI+GKa+xjdoebZOCNBoafJbzRfsXi82fcWHXAnWkaj3qGOBz3NdNI4UOB0aP+BsBXrVadYdNAggBSDoBODY29V8NSvJQDUwdM95rDX8bzSKvfZkP7ANBMseVzgGOC8vUtHDqMV1/tX0WJNu+ab/VKWTBunWWEmwoSLHrq5av+3Ij8tOhoh+BubnJ80vo8OMar845nfOxWMzNVdoKtGkokwqi1Amp8qyONsp2MpkMRaRZnoI7G/jhXNNsEG0/QavdX6vRXrWt1IHIPiu/rEMMmNcDdJ6S1DnJZ7gWxeNxt9ed85p84l55AknNQqCNls1m3ZZDjTrrXNb0dOoYXfdUj6jjQwGl6kiOLa/pViTVTRx3Bdocr0ql4nS8to18tLafygL7Zp21HGO1b+22UJJPtrQutetjsZgbC+0Dy1FbmVsp1Il9KNEhcXr5gSa74NuF0gKMRouqBaY2YqhkAZ4KqV2MFeRqG33gkkpb22cNRF+5PgDucwZwIuvzFrTqIkFSA0n3rmiZymcfP60isR5Lnew+x0Cj8vV35ZHyV/ut7bHGl/LPlmVlwicXPlBtQbvukVG+Nxo7nzNBo032HmsYUyZV8fp4SPLVF9GhS01NTe6gF12wVecoWecgZVi99kD93i8FgRpd1bpoKFEudQ+1nW+UWbtP0ep7fV7BkOpWn2deAbzywToCtH8EzCS2mUahtpPzjsYVv7N+jQZXq9XQAWt0kND4JhCw20TYLjWkNYNKeaqHyFlng4JUygz7rbzTcq2u0/VVx0MdNTykSdcNjTrbyJL212YOsVyVFzv2ajQqWPetSdaZovy13xutGxEdmkSnlx4MSZBnbUqCREYugcbb9hTo6FxUuWSwQcEx9aQ68qxNQscgdYXaFTpnFZRZ56CCJQuq2VdNdbZgUvWH1sF7tc2aLq/bU6gj9T/bRr3GNhCIU0eqI5n6k9uEOG6qS2y7rL7QaLrqfbX9eK9dJy357GCVN/JJnScAnMNS+UOnoQYCVbfqW2x0PFSHUhasXrfbfazNzL7rM3qgtJVt8tPqzUOFItD9JESDg6+y0qid3kNB1AVe0x5VOdoIs1Ij4MuJ4IuKKrBVpaTl6GTSMhuBHzUaVPCpgBiF9RnJGoHmd1/aPK/7wK4uGra/GtXQZ1mvev/UiLXeQyp3HVMFmZYaGUF8TiMtdsztWOl1vVc906zTKiaSBekql7YO1q9jr/20jgKfstN2+spXh44avzpGsdic53V8fNydEB/RoU2ZTAaZTAaTk5MO2Nj0XJ0TCm41kqFAxjovtSwF2Fb/BEEQeh2PGhNqiFE/AKhrL3Wkzje2XcGinSdq4Klhyjlst7lYHmg9/Exdxig0dbCSOjs4/yw45bgwvZK6qFQqhQxk1dUku44ov31tscay8kev0ZDXMdZxtCCZY0uDWMdSIzlat5UPXbMIKigbajRTJmgkEiAp2ciaNRyVP7Z/+l+j42pXRMD7D4Nisfm3snCLCEGFrreURzpneDil3mOdPRZ86LwH5h1h+qpP1k/wpSePU0fyfj3FX7fj2MwgtQk0649OPcqyRiuDIKhzRNltIdYxoGuJ2oKch3Qe8rA6zjs6XwmidSsnibqb+5rJL77Wkc4Qa38qv+1axzFRspFevU6i7tOzOLRMn03I3/iqXNVXilFUz7AM5ZU6IoJgPsrOVH62TetWR4HFGaon1WFunaLUuTZ93coOx2FychKpVOqQsyEj0P0kRCNl9+7daG1tDS3g/M+FWhWeCpDPO2mBpF7XyUogBoT36ipIsgakVebAvCGrClH7QVLDwRo8FqD7DAlfH31OBPbPlmk9iPq8AlYtWyNlVKR6kAWj5408Y77xaeT48DkCtB1UdBY027ZzwbRGqo9UvqyzwEbneE0BtP6ujh8FF+pV1Ht84Fr5oDLCRVujR2rg02ve3NzsXp9yqCnMiMKUSMzt/RscHHTv67aACwjPKTU2GNEB5sGvjW5oSp7OIQtqFbjzXgXL+rwarzp3WLdmFNltImrQ6vMaNdc0T/7VavN7in3peNounbsK2FkvMG8Q834FmZoGSGKaOeemXbPUACLZsSSvdZ1jG4H5E3b1JHu2T/vNthJ8WCOer+1S5wr7oM+rLvIBEiszupZqe9lHdeyo3tZ3vZMPlE06YizAVj7b9jMd1b72tFarYWpqCvF4fJ+/7i+i/UN8zez69evR0dFRN4eA8PxQQFetVkORVd5rdaSmhevrAjnfaA8B8wcA2mwWHsBm5xXrtHWps8vavXyW+4MtyKKNZrfLsP2zs7OuPdoOBfzaP/6u22iAeZAN1B/cybp5neUSsJbLZa+droCS19WG8jkfeK/qXPs2GZav+9hpN9ngC/UNzwLSzEZdbyzRCUJbTXWkjrN+13XD6nuf45q/q05VR6TaptSRLJevV06n025rhV0LKEP9/f1YvHjxIWdDRqD7Sai5uRnbt2933i/19ulkAxACfFRQOjnVkLILuAIdXfSB8F5lvVcXd+ux0/qodGmoqqIE4KIbqhjpRbSkdfqAHJ9VQ0cBpa1DlYX+zt9s1JfKUR0QQP2p6nxeo+68roqDdTVaaHhfo73w+pnPEHyr8adZD1of67S8U37oGGm7dHy1HF63vLUOADuOSta7aEn7z/upQDkPfI6KIJh7Z+fOnTuxatWqKJpziFOlUsHU1JQDz5rJQlmm8UKDSIErjSwgHKWxBiQBDp+xcsvIjcqq9cRbJ6YP0Ov8URm2OozP6+FmWo5GGWg4xWKx0PvK1SFggaQCXd7DNthDwayB5wP05IfVj/awTWuEMWpvQQENbtUD/NOIu/KTvFDgy9RF3qevM9IMJeWl1Z28rnpQx0j1nX7W52zEkPxg39hOlWvlk22jdRbY9VXHk2sz5SabzYZAQKQfD21KpVLo6+tDPp93e4ttVp6euq3RRN02AdTrMQWqQFgOra2jKdQWFAHzJ41rMEAj4Wo3auQcCKeYK7AE5p19bCfbpA4+1Xca3WX77Inn6kzzrRG8j8DNHrzI7+Qv9VaxWAwBdm5RUgco1zm2m+noaguxfLYtkUi4LB29xjL4HJ/R9P9EYu6Vl3oIJMuhU0NBrbUvrW2sepM8sPKkjhJtm9V/Kmcqm/pKX7sdjOU00qHkra4hlD/u+25ubsbu3bvde8sV8B/sFIHuPRA9TqVSCW1tbW6B9KWwUbEQ6Flh94FUn8FgPWsWhKsA2/JYlpI1gHm/Alo1AC3g04llwZoaEUA4etqoHfaatl8XGQveFUBaA9WWyXI4FmoAW+Bpx0DBvl0QNO3G8l8XK58TQR0etk7loyqQRs4I7buvHdYJoAuubwwUVNg6G42XT4btwqNzROW3qWnutSDDw8PIZrOYnp72Av+IDm5KJpMoFApoaWnBzMyMM6p07nIu0ZCyC63VAbqY63yzizP1BI0/gnk1zGjYKEjk79QNrMcaKjSMOKeYiqmgXoEhEE4Ppk7V9Hn2zzqiaDhp2TbaxZOsWYfWxXLUaFE+qL5TPhIcc94ShOv8VmNO+822aF/ViUGwTtKsAI6ND+iq8WSNRR1Lkjq9baqrtlv/U8+qDPrK4Rjo+kQ+WgeQnsqs48Nn1S6gUar9U6DOKBgjPsViEREdmpTNZpHP55HP55HL5UKv/VOnCwB3qKE6YmzAwDqPrGNGQaWNcmtQCJgHW5y3qm9YhwZr1EEJwGWucV1X+43tVN3JMrVPalOrjaNznsBXwaVmL6pzt1abP6TVbgfVVHT2U+cky+Vc1GdVX+jBjxwXtdHJG/Kc35nZwu9KOk7WVrPXdD1k/8lrOgftwZL83b7pw9p8vF+zETj+6lhlG1SH6Rpqx1x1LPlk9T9/L5VKzl7wbefSjMrR0VEUCgWMjo7iUKEIdO+BWltb8cQTTyCXyyEej4dSAxVM0KikctAJqH/q9afgW6NDvUZqMOl/TgpLbCMniSo+G8FQI9dH+oydXNbTqH2iYvEBedt3bQfJB/y1Xr1u+0AFbVP6fU4AX53WoFPlpK/48IFmnzNCjVIbCVF+WEeAHW/9zW4PsPfY9ihZzzfbqWWpAldFasdCy1LlT3nhIq170lRxt7a2Yvfu3Vi0aBFSqVRdKldEBz+Vy2Vs2rQJTU1zr5zSsWf6LAEG06O5T5E6U/WBRmqB8MFcdt6pUWNBk40gzczMuEOM1BFgdZE6oHReaHl8nnWzDJV9NZbUCakp56o31eGl8486JJPJOIeedSookFb+ca5pn/Q5tpdOA5uGaSPx5IPqffJMy1TDS413W47203dGhwWkLE9TMi0g1jaSVG5IlAv+zmssT51Dym8tz+4xjcXmX/2kY6Prhz0Rnoa4Hq6lvBofH0dLSwvS6fQhl0IZ0RxlMhn85je/cVFujUxy/IG5+ZfJZBAEc69fVB2la75Gg/U75Y36BpgHh5qBpNkXlGWCT6bxagqvzh/rALABErVxNFLO+5uamkKvqKJ+47xhf+hw4netR/Uuf+caw3mpuo4Rcp+e0Gg0gyrsv6aYz8zMuKCaRuetE41g0EZdyW/20/LJ8ljXAf7XdHCfM4blsE3q/NZxtsEQkq6l6jhgX+zarO3VdUnbTLlSO1P5pwEmdRhoWcCcncFtvvpu8tbWVvT392PlypXI5/OYmprCoUAR6G5AXEQnJibQ0dFR98opjUyqgWcnBMkaKrrI2+gkUJ+qbaMaGj3Vw83scxYYWyPMZ0DxM+B/57IFpmqYsHwfP7UOBaXqZPCB60b1+4C7GtM2mu+LuOpYap/VYLIRC+tx1nZZHtvIt8qDr38+oK0yoG3Ve1SOWA4jJuoh9gFoW56vPb7ndPytAcxFWwGB8p4pU7t370ZPT49bbCM6dIhglqBADSQADmzTGcg0PAJwTW9WPaNgh9+VKEeUPQWCvKYRcJ9+tiBZ/6hXdW6RbNSD9/sODvQ5sLQcIBzZV6CqhlepVKqbY3zOp0M1UqHAm/XqfM/lco43pVIJwDxo15RQ7S/1mqbI0uDV7TxqjNsxU0ON+k2jTNoObb81uH0yYTMkyC9tkzXatR4rS3bdVsNf12MLjGzbSCqD6qhXo5dR7snJSbS0tLitbREdelQul9Hb2+sOLeRYcp7SITg7O/ce71qthkwmA2DeKaWRV85pdeDZbSL6X+0QyhnlrlqturM4mLmjTlEFTiwLmN8aws963Toz+ZvaIhoAAuYDE9bJb20K9tu2gU4pax/rK740DZ38tLrA2uJBECCbzYYAOHlIjKAONKs7VL/wmraJbda5b7cg2ACORroVROuY20NDFejyd+W92mlqQ2vgpFGZdm1Te1NlRNci1feKIfi8Oj64x1/XVx44mM/n0d/fj6VLl6JSqbjA6MFMEehuQFRU6iVUAbJeJEZ2bEoHEE7nVgGz9/FeNTJUCfgAnn63XjOSBd98xpIFvRaA+Z6x9ViQrouFLcf21Qf6fGSBvo+n6h1WAGz7oWPp482e+mz7ZYG4kipjXUgsXyzQtsBfn/EZ3JZPtj0arVIgr/Xbdlsng5VbHw/UILee33g87lLTKpUKhoaG0NbW5pRtRAc/xWIxLFiwAEEQYHR0NBTFq9VqzpDU++mE4b4sOgwVJKvRoIdy6fwGwumVehCVjUJrOqIe7qW6W4EV22CNAJ1zPrBHR4Kd0410ovbXN3fVSAEQKp+kr3Gxhh4BtKaZatlq+ChYVcNe9YLqH85texo7x9T2wephLVPXJvuaH/7XPe+sX3Ubx5u8JYjVaJblP3WmBduqpzXyYvUi62H7dIzpzLVjz/6wbclkEtlsFqVSyb2OiH3lHInF5rJD2tvbMTU1FTkmDyFKJBJoaWlBR0eH01UaKdRXcSlwVluFMqpgDZhf83lKt57v4LMv6PxUxx4wv9+aDnrqDdWL1k5TG5FkdSjvU/1EXU/S+61eAMJbTVSv8H49CyEI5t8PrjpBn+MaxXs0c1Uj8qqDFOCzXRwTnpTOsbCHMrJsn7NVbSrWo5lB1hbV9U6v2TRvrd8GWnQvuNXZ7J8FyeqUUN5qf9LpdGg9U17ReaDbafhco8CiOliamprQ3NzsMuQ0k7VUKjmnx65du7B48WKMjY0d9FlBEehuQMlkEqVSqc6ooMFBL3Qul3MGnRpPaiT4jCoFP9azxueB+ggGf1Mjy3o5VWmokcr7fWBNwZTPGaAKQj2VOpEsqNd7dN+fKm8LMHVRsm1oRBZUan/VcLPGn/Jfn/EBdAt8fcDd1sv2EGDadqqR53OuaFl6vz6vZL2Qts0acVLZtGPHcbB98Y2x5ZGWT+PYZ7ADc+lL3NM9Pj6OtrY2TE9PR8D7EKByuYxHHnkEyWQSPT09Tr5jsbn9rdPT08hms07+6ZBMJOZPl6XX3gJnypcaRQQyauRw/tqUNTWiyuVy3btZgXmnkAI6oP7Ucz5Dubf7hm100+pq1sV54TNifKBO72VfbRTG7vNTw96XfspndH5pPTo/qS9VJ7EfTJPUNvvSVnXceL9NkdesAQWlXGur1bn97BaUq67WZ+3YqJzYdVjb7BtTO1Z2fOxJ6jbaR/6rHiVvGB3j+RapVCr0+jZSJpNBsVjEwMAA2tra6lI5Izq46fHHH8eOHTuwZs2a0PkJlItisej2evO1VHqQmG5BsAePAQilq3POqK7gZ40iU66p16gjqRdYj6a+A/N6TO0fLZvz0Z7nYAE769B96woSSbodjfUDYcDNevXgNdWb6oDj8xql1vZZu1rnrLaZv+l2GbZVdaTVL8o/bSf5qzzlf97je5a6U6PfNlVfdZGuEzo22l8bfNJstFpt/lwj9lXxgF336FBSh6iuX6ov9b/qzmKx6PAWdSFfiUZnU6FQwNjYGPr6+rBw4cKQA+NgpAh0NyAag/RAlkolrFixAuvXr0dvby9yuRwGBgZceh7g995bA45kgZb9TSeD9WRZYbV7Naxi1vp8EVOSDzxa0Ol7X6K2V6P9NhXb9lHbpIrcKjsFgdoHnwGlwF37peVaPlvngSXrOLHg0tZjvaWNlIvy1ToIfLQnA1ENcbvgsI/KR6ZaWcPaAnRbv+Uh+2sdOFovEI5cWocE06m4h3FqaioyLA9yymQyOPHEE1GtVjEyMoKZmRmMjY1hbGwMnZ2dWLZsGSYnJ92BKiqvajSogWjnhXU+WQcOALfwUufwdxoLrEsBEonRIwVwPqeRRhM0k0mBIOvSlE8S+8a6NHVbDT1LLE8dBsona8yoEablVqtVZ6jovk3lHzAfCdI61QGrxjfHhWXQcaJOBI6B1Zs0xqiHfOuUgn+NNlvDUOWEpBEd5Y2Ojzog7VrHk/Apmwp2dJwUPClI0b6onPM7n+OztdpcOnE+n8fMzEwoRbJSqbiTi8vlMnK5HKamprxrakQHFyUSCRx55JFOXicnJ9HR0YF169Zh9erVWLp0KR5//HH3Dm8gvIdX5VbnmuoAC8bU4WUdicD8HORcVTnnnma1WRR0WUeXBffUbXZe6d5p7Zv2Q8uoVCouMk97kvdYW1ododRDqoNsUEnrtNe4RSidTjv+MMVe56TVUVbv65qhukF1me49p27WwJR1HFDPWX7zfu4pZ790bfDpCn1GgyMcH+pzpnGT5zarjDpc7UW7lllHosVINtpu5Zu8zGazaG5uxvT0dCgrpFwuI5/Po1gsYnR0FB0dHRgdHT1ogXcEug1xEjU1NWF6etpFZaanpxGPx5HP59HS0oJt27Y5ZWlTBe2EpxLTSUOyBok1AJSsp5zt1b0RLNMHWqzCsnsTG91n2+wD9j6FbA0kq/AsNVKqCvhtWVQwGqkhX9gOjfpYxaBA1LbR8lwNUV87tWzebxcXy2s+ayPvusj6TqP0OSnYNls+f9fTRn0pp75x8YFsO1aWRz6Z5uEo7At5yTFMpVIoFovulTmlUumgVZrPZorH4ygUCsjn85icnMTo6KjTiytXrkQmk0GlUsGuXbucUaJbDYD6g7p0AQbCxhDvJ+lCrfNFo9lWf1IXqGOSuoRl2flnnZiqT/SQGu430zLUyFCgblPEFSRru62OtuBaX+GjRq3df8ln4vG5NFTu2dS2xuNx5HI5APMHCul+cOofrjlWN7KNsVj4nbyq96xjkPxXYO0D0apX9DVKPplU+fG9pobt4unQCiY0BVTrsyBf/1Tv+Zy8Oga6bun2Bx3/6elpFwlVQ5vy0tTUhImJCcRiMbS1tWF8fDzSjwcpMZunra0No6OjmJ6ednNszZo1aG9vR2dnJx577LGQ045zQbM81KZUeeZ/jWArIFdnD4kONupka8+wDgXcBLJ6j52X1pGoc57lqI6kLlFngaZ3K/DSAI6dd2pjqnOQfGHdvIcHuSmQV2cBo9OaccC6uO9dz73Q7El9RRZJdRnHmfWTB/a1WBr8oSNAo+HW4ahjqyDabvNhlJ688q0VJHWu6pYsAC6lm/xhm1S3W8eQDWipvlY71/JBt/7UajVMTU25E/6B+fWKz2YyGYyOjqKpqQkdHR0YGRk5KM/BiED3/09UILFYDJOTk6H08UQigVwuh61bt2Lx4sVIJBIYHBzE0qVLQwCbZEEqSY0UBR2sX+/zRa2th9FGfH3Ajv81rVeBLL+rArR76GwbGgF8Vdh24vFeH2DX37UNvEeVkRpz2h7yVffWc/FqBBy1PI0O+ZSGNRx9AFnbxT/rwaSi1TosQLCGna1Hx8IqYTV07RhpFFyVMhdELZc8V0+plSkdQzum7Cs/04usdasRX63OHejCvTvt7e0YGxvzjllEB4ZyuZwz+B977DFUKhXk83nE43GUSiW3t5uniOZyuZDDh/PBgkILNtWBpsaNgiQS5Z9GE8tUgKrXFPSovlH9qLrVOofU0KQRk06n3ZxjhEDnoYJqLZfttqdl2/WD7aI+00PbAISMJ03B1giQ6mjqOx+IVeNRDU9fFIltUP2o0XgFrNp31qv6ljzWNrIPNDwtmFej1uprXS/IA7unX6M2bIOeqE+Hiq4/GoHyrZE6Xj4njsqFghx9pRD3+uqe0SCYO9BpZGQEIyMjKBQKiOjgo2w2i5aWFuzatQvbtm3D+Pg40uk0gLl5et9992HJkiXo6+vDxo0bsWLFCidnwFzUU+0DlSu1TagLVC8pMAbCJ2FzbvCANrWrWB//FLTr/OZ2CKD+1HS2i89rRDcWm4+s6xrAPgAI6XbrKAMQOtVabRIlBZSVSsXNZQto1amoGX+q07QOOsCoMzVyr2uJOhb01Vx23vN+dWqog4GkY6H2p7WPrZ63IFfXIHVUkGcqD8pzlQH2T52y6vxV2eCzvFfTvX0YQOWC42dlIB6PY2ZmBsVi0TlAaFeyXZVKBYVCAcPDwxgdHUVvby8mJibq5ORA07MedFMI0um086bQw6TKj5E4vvbBegN1gpMsMNKJB4T3rKiCU7DiAz6NPFR76iPbo0aLTlBVOmoM+FLmdKLYdviu+Z63333PqALURUifZ1RAFximtNo9ONYhQLKGp/LJAl/lj114FPxaJ0kjwKo8t6DfjpttI8tThWzH1gJy6yTyOUeUJ3ZB2hOfbLus8a3GvzUGGKlMp9MYGBjAkiVLItB9kFBTU5OL1Dz00EOoVCpobW1Fa2traH5Qljo6OurSojnWdl8dEAbEwLzeSyQSoYVeDTfrcKJs271+PsCpsqrOOasfY7GYA9TqMVdA3wjQ2nbyd9aroFL1rc5FBe3abj24a3Z21oFJfQes7QvrVwcDjSTlB/lN3jOt0hpydkzVUaHt14iFTbnkn+W96gvy2fLX6g/2w/ZX5VLf5a7bx3xRNO6zZqq5Gq1an8oEr9mDinTsWJfyj/dZGaVhSaO1VCq510rpa5UiOvCUSMwdmlatVrFu3TqUy2V0dHS4Q9QAuNcaZTIZNDU1IZ/POx1FZx1Qfw6D3asNhOeWvvJKgRCfVRDF+aeZINYxaHWkzmFdzynLzAZVvaNZONbJxnJ9BxFaJwP5oXrep/d1y4u2mdesTtQ5qjYk5xvPc6LDhPUqv9kO2ptqF9KBpnaW6hx1UtDxoXunra7Xvek6lmwb67dZnZZX1k5Tu4zlcPw0Yq5jz7FVXURiueogISneUAyha5E+Y+eDlUHa+OQjA275fB67d+8O7W8/mOhZDbo52FNTU847yYiJgihVful0Gjt37kQ+nwfgP0DHgm+dZHYS8P/eAD0+rxNHy1Jjh21SY8hXp5ItV/ukyoL3qGG0p/pVeXLi8H7llc9QVEVhy/aBUjVSNFXryUh5rgamKhmty/JO26C8s2Nt91r59m9rWbbv2k/lB+u0Rij5oPdrWpP1dKoh7FsItU4dQy5k1mAmTzVlzoIfKlA1yq1sRLT/qampCW1tbcjlchgeHkZ/fz/y+Tyy2Wyd4abGB+VNnVHWQaXva1WDxo6/Am3ds6ZRS9WfughTTi04VtLsD6tP6T1XUqeV9p3/faCMv1nDT9tA3mmZQRB+TYvqDeUnHQMK6NRY0npsG1kex4CGitV5Sr41qtGeefJQ26sRFNW3Wq72RdugekXr4n3W8Nd1wpbFMlTfM+rI0/dpOGs6JvtEefPxmkQeWd2nIEHbRllgxJtjy9cVAQi9wshXZ0T7j5qamlzWQSKRwMaNG5HNZtHe3g5g/vwD3cKWSCSwe/du5PN5N45KCgyBsF3kS4umfqOc8Xfd1kP9Q5vXziHNYuHzJNVN1jZRsM1rbIfdpqJtJ9kyeS+v6/Oqz7V+m0qt+pZ6TbfIkA8MqtH2UMcX9YCec8F6rc2mB6GpPrTt8V1TXaen03Os1Zai7rTOE663PpvUglutU4NqrFe3+vC6ruvka6VSQSaTCQFf8payqg5bdT4rn7SdsVjM6Tg6NxT7+A4X5GtJ+Qx1It9777PVDzQ9a0E3F9OZmRlUq1UUi0Xn1QLqF1BOxHw+j+HhYRf5UUDnM04sYLX711i2NdYs6PYZHSyD99mopBqf9hlbpi8K4zMQLejVKIymclug5gPsqhD0fluGryxfX9gOjhXHmIaz3mvBuPJKJzyf0/vVmWH5rQqO8qGGn/LQB+R9TgcqR8qSKlh1avjGVuvROqwn3MdjbauSyptG9cgnn8GrMtLIkKbyjsViGB8fRzabdanKEe1fojG5a9cu9Pf3I5PJoLu7280NptKpo6alpQUzMzMYGRlxC7LKisqYGqE0AmhoWFCti7bVe0A4NVG3LKhc+851ULnVg1l0HvO6yibL5v0+Xclryh/tM3lCsgavGsvWwaA6h/fbMhU0K4DVtEQFAT5D1ZatukVPlqdRanW2GlrKM443jWka5+ybRp5t/XxeHXfUK7rWsu1qrNsDnLT/lv+lUskZbgp8qb94nosvVd6XSmkdIbpGsE7eqyfzsi/c4sYonMpkRAeGUqkU8vk8hoaGsH37drS3t6Otrc3pSAssGLRpbm5Gf38/WltbXTaJD9CqrOq8133gvnUWCL+2jvVbkKdrOyPlAEI6QJ2g6nAksTwFfxZg6/3aRn7WvcbkE+uxz6pTQee62jO2Dm2r1Rl8Vp0POk917dKoMAB3IKXepxlRqreV97xX+xqLxbwnj9szQywfbLm6vqk9rPvZNQjD8VYeqbyxz9pX/pVKJSQSCZfunUwm3bkewFxmhwZbVL592UrUk9Z2VqcK+8fAqDrF4/G580noFN29ezfS6bTTlwcLPWtBN1/RwVfbqNAC9a9koiLlb2pAqSFjlZ81yLR8Bdp7Mtz0mio0C5A1Mq3KxSo+HyCzbfcBYp8hZO/XxUMdBKq0dDHxAX4tk581Sq680TqVtB5btiXlkeW5fa5RG7UcbaN9VsdMeeWTvb3hjdbtq9cqNa3POh000uiLMltZ1PJ9/LVyYNttZYuLLLdyNDc3e8cron1P09PT6O/vRzweR29vr9tWMzMzEzKQNGWuWCwin8+jubkZU1NTdWnRlGdfRoaNiGiEW+e571kuwGqEanlcmHXPGMk6fDRVmumaQNjZCKDO2OI1lk0PvBpFLJdzQg/LsnNDDRWbys3+MeLgc0zoPjp93ZDNJOA1O0ctaOA4sw46nS1YtfNbga7ymzzfEz+V9uTcJF9Yp+o+q5MsuOWYk8/kx+zsrDtJnKe+k480hFU2te/WMWqNbbZfeUp5VQBg1z/yaXR0FADQ0dERMkgj2v+0efNmlEol9Pb2uhRhGvl66j7HnYfzdnd3h2RTnYKUf137gfB2ROon1WUqTwq+eC/Togm8WB8dPHSA6ZzgPayfxPIJUnXOUkeoDlEnHssmUFPSNlhQZQG2zjt1HPJezhvqTN6nddm3Gej6QH5SVytPWa46fHUfNx0sdq5b21l/o5yQP+SDBeMqC3rYm9qMdn1WZ4G11dSByTp0vVVb0Nrg3FPNNVsP9eTvOlbqUGZ9vmwG7a+dD7p1zY4Jn5+dncXQ0BB6enpwsNGzEnRTUZRKpdDrRaznBUBoEqVSKYyOjiKVSjlBsYqRi7B6t1QRKPmApaZgaLn6zJ5I28H7LYi2hqd93gditUwbBSFZQ0P7ZftowTAnJRcSVeo28mHbmEgknAGrfNIJrqDdgl81BO1phz7+syx1Klhgq/dbXqhDRKMi+l/bx0XDGmO2HpsqpO1Shc/7dRyt3Om4aT+sLGlbdUws2FflyPur1ao77ZrtqFQqaGlpCR3IFdH+pUQigUWLFmHhwoUYHx93RhkAdwI3yXr3+U5lNf6so9E6W9R4oyFk9ZbqK12w7dxT4MQ6dT7omyZ4P6/z3mp1/vAuG132RcQV1PtOfrVgWtuq/NO0RTWgbLv1fu6ro070GUx8Rvto01T5mXVYQ0z7ZQ1O1R16EJluF1EHjI6X6nbVyzq2bI+OJculMaxp4L50dtVrPt2n6d3kLdtN8KA6zPJOyyV/LBBQI195pK9s04PrKpWKe/VNLpdDoVBAPB7H0qVLkUqlMDk5WbcGR7R/qKmpCZ2dnYjH45iennaprRYkWTmLx+PYvXu3O4SyWq2GgKdvHbeyTLlUuVKAafWjZiBquWqrMo0aCEd+rUNI56Ie6Ki2gLUnrNNJ06z1jQesz+pI8hZAnd1t5yOBqILhdDodisbrnmzqq0Qi4bJeLRhkPTYwQzlQJx75oiDS2olaJ207HUfyhmT1op3zbLNmDKnjhTpMsx8swFUHrHVOsG49cI9jw/aoA9nXdq3HOtgt3iCI1/K1XerkKZVKzkGaSqWQzWZRq9WwfPly5/w/2OhZB7pjsRgKhQKGhoZQq829+41RAUYmgPq9sgBQKBRcyoIqF5341otklYIacY3uU7LAitdUwNXLyOsKkuzCr2lA1miwffeVYQEjrykw1giGndCNnBB2nLQtdjID4VfuWKOKhioVEd/lq4pLDWcLen1eRKtw9RoXCwtufeOiDgAL2vVetsOOp5UxfU77ZJU1Fx0rU7x/T+3WMbCyo2X5DGc7dmzH9PQ0WlpanCwVi0WUSiUsXLjQvTLMtwhFtG8pFouhr68Ps7OzaG1trfOuA2HvOF8hUqlUMDExEdpnZZ2SCuhIlD3KuuozfrepuT59pd/tvKHc2qwk1WUEbLofTBd7q4tslEU9+bFYrC4Fm31R/aHbWKyTS40/rVvnMI1h1cVqTLKOIAhChrXloYJArdN3Yjz5qeWxbeShlq0Gm64RPj1H0vFmH5VHegKy9pN9t7KggITGLu+3PLEgnc/zcCU1+K0sk5fKd7ZTD3JTGdX3m6v85HI5LFy4EBMTE9i5cyc2bdqEjo4ONDc3u+1TmtEQ0f6jQqGADRs2uDdtEMjxUDEgbN8wS6KlpQX9/f0A4MCZ1ZFAOEvDbv/QvdKqVxoFjPS7T0dam1edW9p+yhodBZlMJqSz9Bm1lazdq3YKwZrOWQWMBOY+G5I6wjppqQM499jmWq2GmZmZ0PhwK4fdwkOnhtUZateyrfqsAnPyyeoL1T1qQ7It/K68AuptQepUDVTxHqvbVH6obyyeYJu1Pv6xLr4yTMdZx4avW7PyZ2VKnZPqRObBe9oujpOOCe8HgFWrVmF8fNxt80gmk1i7di1KpZLX/jzQ9KwD3ZwEY2Nj6OrqCqWWAfVpusC8gKRSKfeeUyoLFWxVQI3Aol3g9XMjkMs2WHBGQbfGpYI73mfBHSe/BZXaHlu21qlK3tcXEhWupufb+7QeuxBYJWRBsSomVe6qYFSJ6OmeNIZs6qfls46j8qnRmGobVbFqOY14uyfArXJlwXCjxdt+9wEG1tUIjNs+63UbzdF7dLwU4FCRp9NpjIyMYOHChRgdHXXOLCpLAiCOkw/oR/TMEsFiMpl02250nEmajcK5xxOfaeSofrGRatVDQDjizfJJWo8aPRo9YftoGOqctAYfr+u807KpO3wg2M4R640HUAf+FGzbNUKdGNo26jIgvDdQ22K9/9rGWq0WiujQ0LKOUnviOff+MQvM7g1VsnpLdaqOGfnJ36weUDmwaymf8TkpFSTzfgvedXw1es2+axu1fOtQUVlUva6nHqvut3XzXuWj8s+3hlercyeWd3Z2ore3F7lczm2LI2BLJpMoFosYHByMDlbbT0SQUywW0d3dHXrDAmVBo3OUidnZWeRyOVQqFTeOmgGioIlk57oFziQFS1ZPA/OOOLbD2nO+1HHaiAqG1VYkWNX5YwMh1kZgvXxOdZpGQLXflkd2/mt51DUsU1O1WZfV2dRNNiDB/vFAw6mpKbfOcW6mUqm67EyrA5TUga3jqX1lWrovZZ2kupxjpWXxHl9wie3U/5QddQCqviZvaE+rjrQHxGkfKYO2/WrPaft0247Kn8oJr1N+du3ahZUrV6KtrQ1HHHGEs/vT6TRmZmaQyWRQLpcxOTnpDmo7kPSsA93ZbDZ0EJou7hxoC+L4u+4N0X0xFihbY0ANShUoNbIUGLI+C0L3BICsIraTzweMdVLaBUIVhy2Tz+mpwDrhrGdOP1t+az9sX7Ru3sMxsWng2i/97nMQ+BwYli+NItG2jWyPVTi2LUq8z56CaXmi42Bl0zemjaKKuiAqqbFK5wOv2/4qj3z98bXbN570DNdqNWQyGQwNDTnFnU6nMTk56bIS1BuayWTqvMwRPfPEhUxPDgXm97dxXBnR4YIaBIFzSHIRVcDmSwm3GRMKzuwf57IF4HxWT0rVV43YMoH6ecH+6VywOpbXeS+fs1ETazDzfjUEtd3cK0xe6nMsW/df+gwbnRfKS7ZJ+aw6IgjmHFxqmHGN0zRnq//IZ5337Jfyolqths4AUH3TiOzcVqNMx8+uh1bH+/SjGnD8vVar1WUkWECiOld1KPupQFx5a524lkc+JynbybaOjIy4PcJTU1MYHh7G9PS0a28QBOjq6sLhhx+O2dlZDA8PR/pxH1Mul8P4+Lg7tdxnWwHzb01Q4nzgfXp4rz3kkLKq81rnkA9kU35UB1OW6BxQEMPnmdKrtok6R1UXAOFMQe2r2n7xeDwEooB5faVAV7es+GxczZxiO2z02c49a2taR4gP0LHdehZHrVZz84+8ZeTd6khti8+GtGPFNvBcDrZF2+mzUdnOIAhCa6y1uaztqjKmvLL2uj6rcqt6UJ2S6thQRzj7qLzXuqxOVLlVwM9y9HOlUnFZH4ODg2hra3PBmo0bN9bxv7m5GStXrkRzczPGxsa8+GF/0bMKdMfjc4c0jYyMoLOz0wmCRmI54JpmB4Qni+7LUmCpwuUDIlQ2LM8HPO13S+oc0Lp1ovnArRoBCkS17ZxM+koGW66lRoBUFwlVuDZa6XMW2AiaTkbtq95vr1ljx4J/q2ish5nyQKWicuDzHlpw6Wujb5G048Mx0P5qZMWnwLWf1tj0yaE6k/Sz8kqNBb1mAZOOnW/BtP0kb3lvNpvFwMAAFi9ejEQigcnJSeTz+Tp+8uTNjo4O53GO6Jklzgvf/izd10fiQqvyo0YJI4kWOLMumxLNaypP/O8DKXuSd43sUCfTuKPhpw5UBc024sT/TJvWFESdA3o+SCO9GQRB6J2rjCqTx2y7AkDV19o2G0GyaejsO/deqnGjDjZuD2hkCFn9YfWBRh1oSLIf2WzWtZH8siDFOvn0fxAEIYcKKZGYf4UN77WZW7bNNNztCe3WIcS62GYdVwuu2XdGu6zRaXWqPu878d1nZI+PjzunY2dnJ7q6ukKH4xWLRfz6179GR0cHOjs7I/24DykWi7kMrfb29pCMMAWbY83Mg2w26+YX5wfBt5VhYB5Yakot67bzS3WmOv10XWeZLINyRp2uGYO6xmuU2547YYNDAEJzRF/jpJFqPsM69I/9sVlGtVoNxWKxzjZXnWjtPAvGdV6q/uSYKfAlH/inGT/WyWp5q8SsIfZJ1x3liX2/uup4tcU0m0HtL5ZPO1UdsjYwaNdLKx+MdFtHtU8/qxPavjJS1yqVXcVcvjWHPN6T88H2JZ1OY9u2bViyZInjb3d3d2j8S6USHnvsMeRyOSxduhQjIyMHzDn5rAHdsVgM2WwWk5OTIWUFhPdx6Od0Oh2KqqqCs+kRexJkFRIraHaRZT18zkZcLJi2QM0qWqvoLHBlmdarqe3Q562RZH/3tZPlqxFqvbVW8Vo+WoCrUQ3LH6vgdZHS8nyGtW/M2E6fQ8UCTlV6/K7yo23Wsn381QXSJyc+8hm0ALx91YVZFbq27cnSunUsbdmNZEJ5ycMJ7XvDuZCoTAdBgMnJSeRyORSLxciwfIaJ6eRMqVPjBggDF7tw8j517Ok7N61RyfL0mi7kdq7zmsqVnT+c6wqGFcAyNa5Wm3/Xpy7M1jGmekTntE3rY/mVSgUzMzOhU9KVhxrN0PpUNwLzkXF7jZ/VOcAIhE0xZ1uVj2roaSosjSz2See66lkLJm26JstR8E3ArPVqeVY/WyMZmD+8T/Wm1cX2eY3a8U8PftP+8D6VKd3Lrv1Sfaj62abPK/8tSODY61po13Dtey6XCxmhPBSPkZ2mpib09vZiZmYGk5OTKBQK0SFr+4ja2towPT3t5I17WHUO6PzPZrNIpVJ1gRrVGXwG8B+Cam0V3b5h9RSftWuvlq16iQdQ8X4CTJ03mk2jOpJl+mxL61Aljyi3qgN9+o5gWO0h64z0vRnB6kJg3mHPfio/rKOO5aoe4ZYpvW5tUl2rrF3NcrimalZBEMwfxMn221eREbxbjKF61JdlpQEmnw7ib9QTtdr8Ke3WEap6yuosPWDNhz8sAFcbX9c3flfeWLvcvl4OmMs8mZqaQnNzM4Jg3skVBAGmpqZcme3t7SgWixgaGkJHR4c7pHJ/07MGdPNk2f7+frS0tDhBV6WhgMkaCApuVZAtiGSZgB9UWaPICpWWZ8Enf9fJ9mSk4EkNK1uXjaSooqMRq8aKr786qXQvijVcLehTg5bP+wwb5ZkFcSzXpsEC9e/K9pVH48oqHB0HbZ8t046hBc96j8paozKUT1qmlRlNsbKLrDW6bLt87VZD1regazt8Zftk0geySDZ9Lp1O1ynvWGwOgPNMBWBO0XJPXES/PzHLgIsXUH/yNzB/AjOvKdCmsaWGj2+eWVBCsjLnm4Nq8CkpqLQnaCuAUp2hul3BlZ3HGjnwtZPP0EDTOa773dRQ5u9aPvtg+e6LFrANNu3SZ2grL9kP6mhGwdWBogYSx1GdFVa/qBHE37jnWHWxjlGj5zViQx4pWLDGtxqTuiYwWqb1+9piwYsFFCoT9rAl1d0q58prOz/svWyX7zrHdHR0FEEQoKWlxfFDtw2QN9ls1kUEW1paMDExEenHZ5BSqRQqlQr6+vrQ2trq9hFzDClL6vQD5reu0AZj9FMj2daeUXsMaKx77DqswM9nbypISyTm3rEMoA7gsh32GT24T4ESX62nEVu2g6CR9o6+VorPaDaJ6j9tA+egTYW3NgTbxPHQrBB11qk9ZA9e08PqyuWy00mql63uSafTIWeu8px9Ur7oeRBK1gFobU2VJ/5XZ6Bm56i9plkKqjutLaprNHltZYv80rVEM5mUn9o/7Zdd11RmVe5svbasWCyG4eFhDA4OuneDs1+8P5GYO4dLTzTv6urCyMjIfk81f1aAbi5C/f397nVfPARBDR4aUE1NTaET+nTCK0Bj2T5B0TJ9wFrBu89YsmTL0nZbh4APMFnlbMv1tY31WOVr+2snjHUYqAHBPvuUJOtT/lpQ6rvXXqfi0b2d6mG29zfii73HGkO+vZaW1/YZ9sn3O3lj+agGpeWzTw5VgaqCU+eENQ553RqHti/W4+3rN8tRw8Pep4sYDfFisYiWlhb3vmeWRSO7UqkgnU47sN3e3o6JiYkoovN7koKQfD4fkjU1UID5OacHqlC2dY8cZYHzTWVOQR3L1fLVa67XdX6oPPF5BUkWNLIMoP6UXSBsdCoYVmPFAmHtg+oVn1ffp581KsK6ue6ofmSEhuWqLlFArGuJvUejBxrp0usWKJOXOj7sv5KWZ/vi45XVE2rAUra0n9aRo31UeVMA43N48DPrtYdqWn2m9fr67tPP9j67Vqq8+sZI28s2Ll++HPF4HMPDw5iamnLvN1awUKlUMDU1haamJoyNjWFmZgZtbW1RRtAzRLFYDPl8Hv39/cjn82hqanI2pB1HpirznBLKmG690S18NmPEB96tzaDgUeVfdbXez2uUcY0usz06F6wdCczPc58zVuWRfVBHnbZfbRd1WGr91vmpz9OG13sU/LHd6oT1rRnsk85hm7XD1G/qJ543w3Yp31mH2lxq8+i7vvmfQF1lSPmq/VZZUFmxayZTxHUc6HTwHcym/LU2pPLOZ/PZLFL93eo4lq94RZ08qvdYlq4D6ozSepPJJLq6urBo0SIMDg661822tLSE+l6tVjE5OYlMJoORkRGUy2UsXLhwv6eaPytAN6NixWIRXV1dIc+GjWqqF53XVMmpp8UqnkZkAbkaHo3usb9Z71wjg1hPYNRy1OixBqxtj074SqUS2s9ilbfyzdcv7YPvmlXu+rwuEEzR4nU18jQyohPdZ8TYZ33GkCodPm9Bo1UWtix9VpVHo/HROnV8tZ0KUPZkyFmeWz7bMbKLq5VBayRbwGTvafSMHWP+5wFqs7Oz6O7uxrp160IeS6vkM5kMpqamMDk5iebmZkxMTDzpHIyoMTU1NbkTU4Hw1gBrMCkopQFmoze8z4IdBZssg/PDglGVMZ3Tds8s22sdfaxTgZh1GHExtkBKjVGVY9bP/rGd1lhl/xQ485rqFTWqqcdolCu/mR5J/aGv6lJjC6iPiCnfrAFjoz8WDGgdGqHW/8pTBR68pv2w+kX1stWx9l7yznfQHsmCbB1HXR/0N2YnqOOUv7MvKj9qgHJs1QC069me1hjLX2usU8ZGRkaQTqeRy+UQj8+9F1plNxaLOSACwDkuR0dH3XtrI/r9iNk/1Wo1lCnJsdXobyw2fzK+XtcIJUllimTXY9/arHKp91mHpT5nHZkAXJBJ26HZc3YPt0apdU5bWVaQpGfjsM/kkeonnYcWVLIvnCeq2zWLk/Uygs96q9WqA7iMgDIww+epa9kGZo9Ym1KdyrofXnW92sk+4hgqFlG54Hetl5/te90VtzSy0XnNHt6rWQO+cVT9STlSu1ydK3bt5v36Z21en1NB20GbgvWxj6p/Y7G5TIuhoSHE43EsXrwYjzzyCAqFQijYxrNLAKC9vR2jo6MYHBxES0sLxsfHveO0L+gPHnQnEgk0Nzdj3bp1aG9vDxlhFkTUajUXVeDg0JhkWWqkqaLa0+RSsopSrykg5HUfIPKVa8siUeDUQ7mndGSdONaAs17XRn2z/bT8sg4A/q7eTv29Ud+0DRZ02bHaG55p+XRgqGJRA0r7omPXyPhn/Vw4bHmqZHygWH/zgWKVRZ8TQGWddavBrAuJBcg+GbTybsfb1mvrpkzWajW0tLRg165d6OjocHvguNdMT1yl8uWrV4aHh9HS0oJkMun2jkb01IjyuGvXrtCBLkA46qigRGWXRooe2GKjIQooNKJpo8psD39XcKOpYurZt8BegZTeq6CVxp2erOtzuOo8sqnFSpx7CtRsNELntOo3NdDUIcfrnCM04pkSrvWyrdb4UsNXdYQ9FEjbzPapIWkjHlqn9oX90MiP8ohlqmFmnZNqWFvnjEb1tZ18Tg+oU2CiOllPTVb50LkAwL2+0AeuLcBWubXGIMnqW+uk0Xlj5wQATE9Po7OzE+l02qXrWh6wbGDufAYAyGQymJmZcfdH9NQpFoshk8ngoYceQkdHh0txBuadaRyHWq3mDr3jOOpp83aOqMxbGaL+ULvNrqG6ZlPvUYZVT6qtRbljCjXlWG1P6n0CVkbwFYhbHtn2WWIZXC/YB7bVBlLUTvKBRt1iQRBPPcCzLshr9s/uy/a92YLjorpG9RHBsq4/2hc7Jrr26Fz36WmbacDxJ/GzttuCfI3Msy5rm+laR35Tnnw6UnWavhKT8mT7ow4eXZt8a4SuJ7zHpyPJH64D7Fu1WkVzczO2b9+OZcuWob293W3/SCaToS0JHNNKpYLW1lZMTExgwYIFKJfL7kDTfU1/0KA7FpvzAE9MTDgFw0McVGB0UVeB5YDSSFPw4Ftw+XlPwEnv84FUBTmN0oX4vAJjNfysYeirx362hpBOFFXUPuBlI1M+oMfrqiTVWPDxxZf25+O7BaK6YPkO27Djo79xsbG/se3qtFG50Xts+3TxsA4HSyzbB3ytYWUNP9/Yajm2r+o80T5ZoNyo7j3JZ6Px0s9ckKjcd+7cic7OTixatAhbt251xov1TrPe5uZm7NixA4sXL8bw8HDdHItoz0Qe6j5a3QsbBEHImaEyrBENPcSFOsgHrvVZ6hcrn1amqC80UqQLOjBvfPFatVp1RtfMzEzoneNMD7RGDetRgKYGld1LZvUd1xq9ppGdRsaPrUf5oHPF6iQ7n63BovUqQKDRpL+zPo0M22iGOhe1/epgaaRHrJ5SYr06Jnq/6lvdL8lyqRMYsfOtm1b38x7lr65l+ll1oNWNalDasbFrk3VA2DVNr+m97G+5XMbWrVvR2toaihpSj2o5mq46PT3ttoxE+vGpUywWQ2trK2ZmZpDL5ZDJZDA9Pe1kj7LB8dBTzINgzllXqVSQyWScraBzUAEbx0/ljffY7zp3SWyDOp84n9he68zjGSl0Rlarc++f1mwakgWVWifL4O+N7DfOUZ07asdyHbJjoCBNHXHUHT6drLam8oLlaZ90Lzl/V2ce+2Wj+FofdYpuWyWp/vDNQ5uWr7YcQaJmt6i+UH1fq82/rYJl0FbjuTgqr3aM1YYlD6ytqHVrdF3brjpa9bGv/T47XutTW8Da1/F43IHr2dlZPPzwwzjhhBPQ3d2Nvr4+tLe3h8riekG5T6VSePzxx7FixYqQo2Zf0h806OZ+GqahcsLwugVg9pULNiKpAsV7FDT6gLklCzyskaf3EfBr2XQcZDIZFItFZ0ymUilMTk6GJoF6diy41boaAXFti5ap+3B8IM6WoQBQiQa7pl3qc+rV8nnz1fjTxYpjae+1RiFQf1CHtleBto6TBZO2/7YMVRwWTNuFlr/xYJJGvNQx1LJ43YIhto+8bgTUlSeqzO2Y2b5Zxal80gXO9rNWq7nFYHJyErt27cKCBQuwc+dOtxBaHlI2UqkUpqenUSqV3CFCkWG59xSPxzE6OuoMSo43U81pDFkQp0BInSL8rlFClQEFSkp7iiDqPOLvmmqszlS+0zgen0svbGpqQktLC0qlEnbs2IHW1la36NooTywWc6fGqp6i8Wl1BNtJPlndD9Rn4WgkW41vXYd8/dUybfYBeartYN0+UEj+8XojnvNeTUFnub75baPTfEYNVTWmtD16GJw16K0RqrqHf9wewbosL0m+Z0n6eWZmJuRs8a2H1nC1a5PaD3ZdtE5TG622OiwIAuRyOeTzebS0tKBcLmN0dBSpVMql6GobuZ5w7zffBV0sFhHRU6NMJoOJiQmMjo46B2UQBMhkMm6+qQ2hJ4FzXDUCSJDHFGHKCIlrHkEEEM4S4Xdrf+iaTTuN5ek5RjzVvlKpoL293WVQlEolzMzMOD1IIKP2l800sXNanbYKYEkKvqxTVucySeujPGt2EttAXa7AmeCS++stQFabgu3UzAFmDVieWv0Ri807W+14MyqeTCadTmEZNsDH9cyWz7ZplFxtUXWUUgdTtgjUWa9mS+naoPwn/3SNt44irvn6RodG8kiHhdpvXLfZRl0zANT1n8Ca8mFtiyCYc74UCgXndOjp6cHmzZtdxiTlQNtXrc5tOWDZhUJhv6SZ/8GC7lgshkKhgM2bN7t9GXraJO9RRaAeZDXqeK+WbY0s630m8Ted5L6Ihxq3wHy0NhaLudfQcDJphJCTo7m52Z3ex3obgUAFsXaBtwCOSs3HAwss7T3a5z2BO73XflblYE9f9IFaC9TV+NMxsjxhe+x1Cyr1WZUFuzBafivf2AfLS2uUWQPNF1m2bfUZdlaulPeW57ZsG+1pNJ46J3z9tPfq+HCxam1txfDwMBKJBFatWoUNGzagra2tDjxQ8ZbLZeTzeWcQZbNZl8oX0d4TjSwuahpZoVFIA4xzSMGpGkoqQwrSgXqnop13JOsM9ZVN4zAWi2FqagpBEOCII45w8kIDoVQqufYNDg4CmD/ZWucwUB9dtsaHbYcaLfqeUp/DVg10AI7fGoHS/uvc07YxYmHBNMnOd44Pr6t+1Pt9DlEdB9Wbdg21ulB5xvsIDi0/1Wi3INg6RlTPaNtYJ/nrS4skD7XNqttUJvT6zMyMk3sdf/JB54kaqUD9Hk0L9LUfXP8pN3a/PfvZ19eHJUuW4Nhjj8XOnTvd4XdWL6scjIyMoFAouHke0d5RLDZ3eNru3bsdyGYUmeOiYEltNBr6lGN10gHz804jvAQzOueBeZBibUjr6NEx57084GxsbAxNTU1YsWIFmpubXcYPI37xeBytra149NFHXcSb80nbrXNE7R5bL+/h3OBc9jma7JxmvzQLxj5PPtGhoLoYgMvQ4nhVq3OvwiRAtmdDkAcEk8xYYNttBpjy3coD20ewqLYOdYC1FWnf6u9attUlrJ96Qtdwftb1h2USfPKPz2i/NAuDupT919PMuT6qc9G3JqnMWn3H+aJYStcTAmptI+1gtoP8rlaryOVyePzxx3HkkUfi9NNPx4MPPuicNbrmMBthZmYGmUwG27dvR2dnJ5qbmzE5OVnXh2eS/mBBN9OAOBGpwBjNUGFU74kCNcB/EIIVij0BMp1YOgl0kbQARr1kTIfP5XIh7xInj6YUtbW1YXR0FC0tLSGPowW76nm1AMgaxo36rs/wXguwtBwF+arsbP+BeUeF3qP1UzlqqpIqXI7vk5Gd5ConduFTA8samrbMRuBC22oBrq2Dny2fyQNrZOkCqOVpJM3Wr7y042rbTLnU9Hutz2c4WyCu8qa85OIWi8XcyZLpdBo9PT0YHx9veMowFX46ncbOnTuxdu1alEolr+KPKEyMgnG8FFSpAaWAG4BLweI9avBoGTblVcdbjUU1ltSA0/tYHtupgHZ8fByJRAILFy5EuVxGX19fXT+AOfnkK5Ty+XxDwKqeft8rotRg0jbqvTQSVWb10CD2T88oUN6xHAXavF9/58EwWqada0o0fDRCwevWQNPxARCqi2NAntkojC8NVY11+5vtn2Y+2KiM9kXXVh0fGpK8T++1jmbyzm5R0LZxTyDngvJXnS12HbPGs84HXS+VbyonesgSD9jL5XLo6+vD2NiYM+oJCtg/lsl+8jTfXC5Xtz5F1Jjy+bwbd42W6XpFSqfTbn5QF+gbEYDwfNK1DKiXD14DENI5auMA8/qXoIT1KNAdHR1FMpl0OnL79u2u3SoLBOK7du1CZ2dnaI6rPuGcr1bnD35Ue4XtsY43jURT1tVZ5QOdumWIWUxqI/E3BWIKYtPpdChrQA/6VAek2su12ly0VDNw+Ewj8Ev+61ZU5YPKDTGHbwzYBs1YtfKiv6k8sexyuRzSjfxds3YIgJWX1qlAGdQ1N5VKubVN5WJmZsad9m7BsUbYgfksD5bv05Eqd9bG1QMz1V5nWn1raysef/xxlMtltLS0YHR01EW0Vf8qL7LZLLZu3YpjjjnGOfH3Ff1Bgm6mVHEPFL3Vdt8EJ3oikXADpkaDb2+JbzD0OZ9xQNLJy+8KhJS4oFYqFXR3d6NYLIaiI9wnROXA9+syTUgVmHUi6CTT9rNNdsKrMaHGHSey5YNN7da+63cFZWoM6eRTZWPBo12EOOEtgLBgU/vdCPDbPvE3a7TZeywAtsYh71GA38iJY/nu82Trb3pdIyfat2w2i7GxMeRyOecN1gXM8kyNN+tZ14wCa1zYNtpF2OegYb2ZTAZbtmzBiSeeiAceeAAtLS0AwmlJFlA0NTVheHg4Os18L4gGz+joaB2YA8LAhGCEB3ipfKm8apRHUwB1zG1Ewh5mpVF1IAwc1Eggzc7OoqurC4VCAdPT08jlcli8eLHbPsQDdYaGhlAqlbBw4UIUi8UQkPMZxDQUNB2ZJ7Sr4cW+KKimY5TzSVOtyU8L0hTo0SjV/ivQ4z3sP6kR8LNGKtupRpGd59bItIaagkMFxzouatRoG1m+yo8aiwqA1Si0OtyWzf5Zxy75pk4b5aHqoWKxiF27drn3uOZyOXR0dKBQKLjon43QqQ71kQIDa1zT8aHzTWXQ8p7zg6eT53K5UBadrpV2TFmOHsIWUWNKpVLIZDLYsGGDS+nXuUmKxeajrXRIEswB4Ywyjrc6G1UmCMZ0bipA0Pmnr7S1MqJzpFwuI5PJYMWKFZiYmEAikcCCBQuQTqfdFrbJyUmUSiWUSiUsXrzY2SbcskG9YdPdNfpOm5Tzic55tYesvtdop7UHdKuP2odqp5BqtVqIHwBCepe2vQI/zg+1UZmKz7kei8XcmyN4v0bOgfrTwLnuKLDUsWFZe7J/WL7iEMqKtt86gdWuV/2nutOmWGvd1LvqBNU64/E4SqUSyuUydu/ejWw2i3g8jra2NiSTSXdiPHmuKeTkgfJCx0nXEmB+7aN+tMEgtlN1vjqUOzo6sHnzZjznOc/B4OCgc4rpWyssv2gTtbS0YGxsDPuK/uBAdyw2l1a+e/fu0J4M9cbzj14pDpYuVr7JwM8KaK1Rw3tUgbJd2kYFLtYAYiS7Wp17PQXbUyqVnEHJuuidzGazKJVKWLRoER555BF0d3e7vlsDWSNFPgWgStF6vnifXSws+FXyGYLqodLftFz15FvwqmNl67GA10ZX1NC0ZfgWVTX2lE/6vPZRZcJGfaxTQxWNlQ9bn+W1Lhy6P0jHkd8p37qQWi+7pqxpHy3PtJ28R/vlo0ZjpfJHpchDXbZt24ZVq1Zhy5YtaG5urjNS9JlCoYAdO3bg2GOPxdTUVF3kMKIwjYyMAICLkqnxz0WS+6I1tQ4Iz1nrMGKZjNRZMKvGkMpAo4PKtE0EgcwAIjhKp9PI5/PYuXMn7r//foyPj7vD0wqFAlauXImuri4X6S6Xy6F0Z59xon1iO9UZwP98VtP0gDBAVeOIc5X1qPFGXUvdr6DL999GoNSYUGCtjg7+8V4dHwUHqsPYThrIQHhNtMBY+6v80nrtmsff9f3v1qhUhwd5yeds9hbvYd12vdE1m+0qFApYs2YNCoUCAGBiYgI7duzArl27UC6X0dbW5gxN6xhRuVagoHqV46Xrr46R5ZOWB8yn6AMIvT6sVquFXrHYiD8E6uq8jchP+Xwe27Ztc3NV90YTWDEDkXYK56zN0rOASAMTCsJoM5LURlAdqXIEzNuQBJdsQ7lcxtTUFNrb2zE7O4tsNou+vj6Mj4+jWCwiFou5dXXZsmXo7OzE5OSke21nV1eXA13WLtJ5BoTfCqC6jrKn+kB1D+cC+cPMEjuHrT607fLZ2eSV2pB6j28OamYgMO+ksuudzYjRMnzRcI4161fbzeojHVN18Omz5J9uB1P9S7vI6iKOlTqD2HYFpQpkWR8dMWvXrnVBvrGxMYyOjmJoaMgFdWg32LXedz6GlQM6W5RXPh1J0t+BeWcNMKcjBwYG0Nvbi61bt6K9vb1ORsjfarWKQqGAbdu24dhjj8Xk5OQ+syH/oEA3J32tNndqJ6PcFCIgbFgkEvMHP5DsgmTBHv8r8PPdr8Khv1uAZn9nO8fGxrBq1SoEQYDR0VEA4dMjdb8JI/m1Ws0ZDKzDF/3Qxd16/vUa+6NgjO0l/+y9asj5QCjvYz06MVWxqJGvCsWCPqtsLSBmWfS0ahTGLmo+AO2rzycjyherTC1PrcGqhqeSbaeOkzp/7DPaRirKsbExLF68GKVSCalUKnQqNSNXMzMz7pA+Hxjx8cnHK19ffGPj+8y+pdNpbN++Haeddhq2b98eeoWYps7RIIrFYsjlcti9ezfy+fx+fe/ioUT5fD60uOpCbxc/GiyMXPuMBZJuUWBZTO9TefEZ+1Y3APVpsgSCnA+ZTAa9vb1Ip9MYGRnB5s2b0dTUhGXLloUO0SmXyy5atXz5cuRyOYyMjNQZklaerbGsRpZ1qmrf1UihjqaBzoiO6l8LwJX31hlK40KdrvxdecNxsjqRZSiI1d/sOGlbGV3TMbTts3rC6m/2mQ4ZfYZrhEbMlU86Rmp4+vS0GqrWeWDBNnnK/Z4DAwPYsWMHALiD+Hp7exEEAbZu3eoObVSHgp0Tvii+zjV1UOtBT+QNnV6UO00513HKZDJYvHgxBgYGUCwW3Xqs/NH5A8y9esw6xSMKUz6fd+nkfCe32iyUr3Q67RyAerK+zl27Fquu4zpmI72sg99ZjrXprE2mgAuYO8/i6KOPRjKZxPbt27F7924AQFdXl1s/K5UKSqUS+vr60NnZic7OTvT29mLjxo11tovaW2qfKfhn3RpRjMfjITucsqwHoNGhp0417Y866tT5pod4kmfqaPSBV/1M/rIMziFmNmmwTn/nc+o0sZkMHLdGupj1knSuUjeoQ4L3qHxQruzhtvzdF/RRPU/ZU7llHepAicfnDl1dtmyZywYaHBxEPB5HNpvFmjVrEI/HsX37dkxOTqJQKNRhAx1XHWeru4nj+N06DpQHvFfLYz9TqRRGRkbwwhe+0GVzMDuY67ceOpdKpZDL5bBjx459urfb/3LpQ5Ti8bk9B7t370YulwOA0IJDgaOxQ4NSlYEFdnyOpIKtBpkFIHsySLQsBb28lx7pXC6HUqmEiYkJxGLzm//VQE0kEshkMpidncXk5CRmZmbQ1dVV5y1kHT6j1/aJ/bJGjt5rn1NlZnlhqdFvajDqfdZobAT0fLy1nlBf+7QO7YPWYZ+zz2sb7IKobeIi1uhZ2yf9rsa2T4laxxJli2POlHLtK+V/ZmbGvcdeAZnyXfvB8tW4s84W33yw17Wv5A/lIJvNYv369VixYkXoUBpNtdRFPpvNYnh4OLR4RxSmkZER9Pf3h0Cn6h6m12nUwWZQcMw1qkPSSM7s7Cx27NiBvr4+B3QV0AEIfediqn+q72hgTE1NYXR0FMViETt37sSOHTtQKBRcVhD3l8Xjc3tge3t7US6X8eCDD6JYLKKjoyMkR7ou+PSI9s2eNg7Mb2ci73iqNMuk51+NQTXAFQzyfaFctzhG5HkqlXL7FFmPBaV2rikfta8WWGtkVlMK1Vi1YJO/2UgvQYjV9eQfDR49gdveq84O1RfaDjsmPADJ3huLzW8Z8KX4q5OJuoWnfk9MTKBUKqGnp8edkKsgWw14lWFrQNKQV+CWyWRCgIJzkO/jBuZBhNXvw8PD2LJli9urbQ/Y07HjeDY3N7tT/COqp1hsLqX48ccfD51KrVE6ZmLxwCo6sC2QU/7b9Z4yVq1WMTY2huHhYUxMTIQO3rKOep3f+mflo1arYXR01M2zHTt2YOvWrW7sgyAInVOQyWTQ09ODYrGIhx9+GFNTU1i2bFmdflI7GQiv45R9tofyzc/kGee0PRhNswhYlh5+xfoAhHhudSTHR+e6HlTJPqkNZnnLevSsBAXxdFrruqg6UtPRdW21BzzaTDCSdUJoFhR1rdqCdiuD7QfL1PVKZUWfUX6xn8qPbDbr9jwTR9VqNRSLRUxNTWH58uWhE8GtTa9joLzSA+50vbKyoc4EjrGVT7X9Z2dncd9992HVqlWhM7E0e4995VaMUqmE1tbWui0LzxT9QWneTCbjlEk+nw95jCkk6qHjHhT1ZinppFQjPhab38tVKBRcFG5wcNCdnguED/RSo8EqSC13dnYWxWIRRx99NCYmJjA8POzeV2zBsyoSOhz6+/vR2dmJ7du3h8CRTdEmqbdfowNUIHoPP7PdCrisQUeFZBW0jeBYXiif1WvPSWodBwrM2Qat1052C/at08A6FXQMLe8UjOs1HU9tt4IHba+CSdsOa3DacVO5tgs8+VkqldDW1lb3zmVmSKRSKezYscN5unft2oWWlpaQga3P8ZoCfu2z/az8tPdaOW5qanL753gY4vT0NJqbm905BlSeCmzIMx6q1tvbG7272xDTIakLZmZmQo4Ln2HCRV/nrMq1GpgEipS5SqWCVatWIZ1OY2BgAJVKxb3iUNtkz4DQRZTjy3ZVq1VnPA4NDWFqagqFQiFk4Fk9kEgk0NLSglwuhw0bNiAWi6Gzs7PulTAkayTUarW602AtoNRIgRqaNOJ1HfAdGEQDRvW0zhv2S4046gufQ5DtY9kajSJfqL9Zlkba9R4LXq0MqF7j+Fuyxjv7TaOWcmDvs+3QMVLe2X7vSWepvLLd5HsiMbcfMJFIYHh4GDMzM25LVzKZdHsaCXRVblVW1SBnf2xk3o6/5RU/6399Np1OY3p6GiMjI+jq6sL4+LiTPTtfyduRkREEQeDechJRmHhgLfd0l0olAPWnjRMElEolx18Fv1YGLUiKx+MuQr5s2TIAwPj4OAYHB9Hd3e3K4HP2XAdrC6pTgLrq+OOPx44dO7Bjxw60tbU5PU7ZVODf1NSE5uZmNDU14YEHHkB7eztmZmbctgXVf+psUl5wL7PqJLXh1JainU5e6LzlPLR6kP21+sXqPc3k0JR7zgt1OOrY8Hmg3jZhPeyD1ZFaP6+TbCYU+WjPp/GtReSVyg3LUbuV+kUzhVTHkZ9qY2qfVN6s7m1qanI2JMc4l8shmUxi165dqNVqaGtrc/iHW706Ozsdf336mLKo2QFqj6h+Vvxg13c7ptxaEYvF3NttBgcHsWjRIoyNjYXOX1EHA9tWqVTw2GOPYcmSJSGb+ZmiPxjQHY/H0dzcjMcee8ztYaEAW6XEKLdGQtUw8Xnv1OM+MzPjvCwEAB0dHejr60M+n3fKjc/5QLYFd5w09LLwMKkgCOo8LtYIoxDS86rAWYn3a7ooy1MlY8GSppGr4aeLkDUOLFBn2ZxgymcfmNW+qlK1QNcCd43uMvWen3ld+63frbLR/loD2IJb/a5t9qWcWc+szzFg67ftZJus4mX5mkFRKpVctC+TyWBwcNC9Ri8WizkAu337dhx++OEoFouYnp52p7dqf5R84Et5p8pdn/GNsz6jjpxkMonJyUm30Kl86uJPBZ5OpzE4OIglS5aE+PBsJ441z4CgvgHCJ6aSdFFWwGCzDKzcxeNxFItFlEoldHd3o1arYXJyEi0tLRgfH0epVArtp7bAieOpe710nHkfwQPBjwILPkMjheU0Nc29Mofvd/ftQ7RGnvKPpAYKiYsz5VcjEzrfrfza+W7njOoBC9j4WXWzBfcWcKqzFEBoLbCOBj5Ho9+COev4U75YYG6dgrp+WR5y3Cz/WJfySh0Qul5ZZ6hG7inHrF+dHdlsFps3b8bw8LBzUBEgZLNZLFy4ENPT085hSaORY6BGnMqIBeiUDx4ex7axHdpnnz1Cmc5ms5iZmcHWrVuRz+fr7tX7E4mE25NO28Un689WopH++OOPu6wvYH49VZuPtoXOX834Up1FA18zsJi62tHRgdnZWZRKJSxYsADbt29HsVh0IF7339qteAqiORdoAxYKBVQqFfc+d9qQKmPUibpNhhk7ixYtwrZt21zfFQQrePPpLjv/rN2pepxtsI5f1d22zmQy+aRgyMo1n2Vf2D7yg+1mdpeuQzzEWMG8z6Gi2SMqE8o/1XecqwR6/Gz5qjzT916rXahrp7Vn1c5je8ljtQP0XCvWpc7Rjo4Ot+Vi48aNbmtMKpXCrl27MDo6ilKphBNPPBGVSgUTExOhNwCwLDpm7Bqia4PKAjGWfVb5p2usjYpzSxkdpz4bkp95PhDfoKPZDs8U/cGA7lQqFfJKqnFHBUXhp4KxQqsGiDW+VHnOzMxgwYIFGB8fx8zMjDPympubMTMz41Lbn4x8IG9mZgbLli3D9PQ0pqam3EKqC6i+pkQnKEHH6Ogostms81CqUFuPrU5oayCoB7IR6FUvoY9vFqhZEAbMp29ZY9IadbYsJZ04NiuBfbE88xmZ+psF06qgbJtVmdq6dbHif+tFVT5avtlF3TocrOGu5cViMacoh4aGMDo6GvLWU+6z2axL2V28eDEeeOABJ3vWgLDtsn1WWVWekuwY23Lsgm09pXpoHMebxkc8HnfvVi0UCvv0FMpDiSygVplRkGv1ETCf8aEATI1LjgE97UEQYMmSJajV5s7WYIR9yZIlGBwcDAEknZ9sG4G9yhx1bDKZdE7JkZERp/MV+NvtDqRqde61M2wT+29Tqa2+VOCuYJTPxGIx9x5fazyobqhWw6/Y0frVcFPDQ3UI+cPv1oGpbeK9NCB9gF3LVR7ZPqhBqGVbsM29chq5sG3yAVHbJsqh3sv7rcNSy9c6eE0Bv11PSORRoVDAzp07EY/HsWLFilBZCujT6bR7QwgP7lGnlG5ZszpdZcmuvUEQhAx+yrLqVOtwIFC0zgfaNyxDnUB6LkYEuueJ+z1JeuAiAHeCt643uqYD83tD1aFpQQTTo9euXYuJiQl3/kgikcCyZcswOTnpwJqWbe0FzRKhjmSU77DDDkMul0MQBM7RAiDUF9UfJDoUduzYEcoAVbCqTibKoE279tk8um6o/am2kGZqqF1J3ek7VFfBu/KbvOHcsqnoLEe33Ok801cP8hnyiOVRR/rGg2Xos3qGA2WJAUAF9dpmtkH5yjHhfNY12sqLXrNZZapnfdkF5HepVEIul8PMzIw7P6WjoyPEa74Zp1KpYOnSpbjvvvvQ2trq+qryZNdKlU2VObbRd64F/1sHjcoO7+dWIRKdChw/teWDIHDZeQwWPJP0BwG6Y7G5d7OtX7/epUDohNf0SDJbjSotR0ERiSC3VCqhWq2iq6sL5XIZ5XIZzc3NGB4edhNAFzIL6qyHhfdo5IgTj0fyqxGmbSIgZh/sPgiWrQKtRrb19KjQsnySD9hZwK8TSL+rQW77ze86NsonrcOCUtsnqxztYqJ8sMpI22uv22sWIOpYK2jR39hPLlbaHy3PV7a2Q/vFfmh/tH6NwBQKBSQSCXdiNU8wp6JnmYVCAf39/Tj88MPdu94JpCjXPmeAj9RIVd5YI9b3mX1V77SOE/fz6InWlJ1KpYJcLoexsTF0dXXtsY3PFiIPSqVSKBqs+7fU0AFQNydUH2gqIIFiEAQhpw1f0ZHP51EulzExMYH+/n63r4/tss4q3Y+rbVfjYHBwECMjI8hms87BqSDQd7CK3mPnNtuhYF0XfhvVob5Ww9vqVJahOtXexzbwQCYabpRxfmfqtQJ5NUp0rnF8WJ/vtHEfQLfPcT1SQ1bXE20/f6csqfGnY611Wr1N/rMdrM86FuxaYfWFlRvykuVqm/g70yX7+vrQ1NSETCbjTq+1QKNYLLq93dPT0yGesl1avm8LAGWMPLPghn/KY7u+Kd85lxVU+NZKkkbdfE7wZyPFYnMneW/YsAGtra0uykc+KfiOxWKhKKDOCXVu6Dxg1GxoaAjFYhErV64EMDdOCxYswODgIKamprBz506X4q71K/l0iEaMk8kkJiYm8Pjjj6NSqYRel6RzhIenskzqG5VhnfPqLNR7rKNO1wZg3qmlvLJOC+uEsjaDZgnovA6CeaepL5tRU9qpSy14sza7Ors47+3+YbZRn7c2vtV91Cf2/eSsx9p6Kpsknuuke5I1CKH6Uue3lmn1pDrgNP1dZau1tRXZbBYPPfQQmpqa3HlT3H7DsjKZDB577DE85znPQVdXl3NOqm1hcYmuryQdIz2ng+23eMc6ee2awMwk8lDfHa5rEJ2m+Xwek5OT6OnpiUC3j3iqMRUGvUkkThwKFqMN6gUDwgrBggae+tnS0oJMJoNdu3a5Car7U+zJoCpc/K8LIoWLz3EPQhAEbi+ZlsM2Ww+6D8zwNzVYrdGhgs6+c6+jKjbbbi3feuXUYLcTSY0P2z7tp96vbVV+2t8saPD1jWVwQqp86HWr+LVNlv/qkdX7tC4+p/dZIKr91+gJ77NOCDWyfO2Mx+dSfdesWYONGzc654fyifcCcKea9/X1YfXq1XjsscfQ0tJSJ2v87zNwVQ7ZVoJ220bepzyxfLNlcx4TdCtPaVhwTCYnJ5HNZjE9PY1nO2nqmIIAPUWaOlPPurDjbfnN8riorV27Frlczu1PrNXm3tk5OzuL5ubm0DYdHXPqOXUqWcODi2KpVEJLS0to242mlDH6DYQBnn7XMlkfnbHWS65tpZGlIJEGpPKJZfhSDm1kne22TgGdr41S3LQPCqDYfrtlSj9T1/l+02dp2Fm9rePE32lgWwPZ6mvLW+W/Ld86xtk2dZRYHrPdPger8pljyddD0ZagjtFnmU03MDDgoqJqvHFMlb/WyCfRVqBMc7sDD+VTo9eOmf1crVbd/NNIoI1G6pqugP+ZTp88FIkpy9STBFoKRIB50EMdY20ljbZZPTk2NoZUKoXVq1ejUChg69at7lRlHm7J9G4gDHKB+cCN/idVq1Xn0Eyn0xgaGkImk0Eul/M6qniehzqWKC9AGLzZtHnAv+aTCJL5rKbB2/arDuRzBD4Kwvm7jgX5y2c0q5OkdpJtv+o+2uCazeRzlOmYAvMOBXX06ljxs+oC9s2uDWofqb2u/NZtsb51za7t6qy1vFcdoONOosOGZ7M88MADTj8R79BhTF5mMhlMTU3hkUcewaJFi7Bu3Tq0trYCmLdBtA62nX1WfU+e0S5lUIW8VhlUHqmOVGeCfe2otRfVXmV53GbJ15M+E/QHAbpzuRx27tzpPJRA/cEXQNhDyesWAFFASfH43Kl2MzMzWLRoEYIgwNDQkDsUiAdp+FKaSbrg83ersNQQtaBOJ18jEKr9UIOHbbN9toARQMiQ0bQYq1SVVxbwqhD7Fgd9rtF37ZsPPGtZVsmyLapI2Gbln68e5aM1Em0ER8vU1FxfmdouHTNddHwLl+0/Aae9p1G0gpGqIAgwNTXlDlOjHLBejhG3J4yPj2P58uXOAOXvtn8+EG3rJ/hdvHgxJicnkclkMDo66gxLm6rlGy+N+ujeOBqMCnToBONhHtyjbvn7bCLr5OM1freGHTC/N1XBm10cqVtooPb29iIej6Ovrw+7du1yoIKv9wqCAMVi0dWjBo7qT42iAKiTNz3ESu/RiAPvVRCi80jvUYCiW3fU4NNTtyl3XIh1PrF8fU2YgnN1zPrAkKaKqoFo5wfHQcfG6jHVdconC8j1N5UFXaN876q1a4/yQmXEGq86FhYMc8yA+TROdUj4ZFUNJssfH+Blm7he8VUyBFkKtnUdILChY1oPfbQ88/FJdRS/c01JpVKIxWKYmppCsVh0aZlMd7YOMPabdetpymyb6kXyi+NOoL63W+H+0Cmfz7sDRAneOBcVtAFwvxPkcsx164hmU9KeqtVqOPLIIxGLxbBhwwYMDAwgn8+7shYsWIChoSE3jlZHaRvsvOJaz9+4PtKOoz5TEMzneI336TzSiCLTu20wwAIbAqVSqRRygJLoiCXg92VzasaT7adGe0lqP/vI5yxQIAz4bUO2SU9S55yztq2+D5w808wHa3eTvzqWtq1KqiP5vNo/Pkem1X0+25hlW1ubY8P3vTNr0vaT40VQnM/n3X5uHshLGbHreqO1S8cgCAJMTk66Lb1BMHcgZHt7e2iu6dkAJFsf9X2hUAi9gpb8pz1TLpeRSqXQ19eHI444IgLdSpzg4+Pj6OnpcZOcA8q9dgRGqhgbLf4k3jM5OYlFixYBmHt/9vT0tNsvQ6BCZWPBrwqxFTpLdlH2gRrrCeLEYv9oANv+8X4LmElqZDJyXygUMDU1FVIwBD7Nzc3uFSg81bWjowMDAwMunUkXD03xo2A34pES67YK1n5WxcZ6ldfWAWMNInutESD38VRBudapZWhqk/5pGxqNjwXdVA7sl+WXyjIPIlOPt96rCxVlKZPJYOvWrVi6dCk2bdrkxtonUz6+6cKiMsK6+NoJPZXf8lvrsYsgy1MPOu+jbKm8WS/+s4kUkNBYUWNOox3UZyoXdkEE5hdYYN6Aam5uRjKZxO7duzE5OYmFCxeG5jkPPiO4YDm+uaCgUIGbjVwqILOefmsUsK1qaPqAHuVEgZ9+B+AOiSEfisViSO/kcjm0t7ejWCy6w+MYNchkMmhra3NzQ4GjOreU5/Y/P1Pe92Q4ko8sU+eaAjMFtBYE+4why1dfm32gU9vIaz6wrTpcU6e5/thX+fBeq+PtQZDaX64J3Eqj0SmSPsMx4lrLvbKaDs52kM/ab/Jf+xYEAaanp9HS0oKenh53KNHw8LA7TVrltlaruZRgYD4Tz6ZfqnyrLmWddCzwzSt23X02ER1hTCelY5D84xsXqM/0ndNAOPtAy1R7gI7spqYmbN26FaOjo1i4cKH7PR6few8y10US5U1TsdXGVD3JeaKOL3VYq43imyfAfOouT6fmnNAtDDYFXeefbsUcHx9HW1ubA2yxWMzpyng8ju7ubqcjq9W5V0EuXLgQY2Nj6OjocLYo+00ZV0cX57DqG/ZJZd4GhJS/Pscl9bWNfusaZMeez1onDfmq4+Jrp4JQkupgBczqDOGYc3woD/xd62D0m31hHXYN4POzs7PIZDIIggDNzc119l8jh2cul8P27duxfPlybNq0yYH3RmuA1ZH8SyTmziiYnJx0gSA6yAYGBtDW1laHJ9hP63jX6DgdrUzNVxuSTnU61fTQzGeCDnnQnU6nMTk5Wbdvm4NYqVTQ3t7uJjYQ3mcKzAM7DpKCQR4g0NHRga1bt6JcLiObzQKY91IxhdVOKh9w4HU1VKwBSNJJphPVKt9GAFEVtT6nnkM+R+8VlT+dDHuqk8pKwRMjmLqHQp+34Jdl+dpk+6332nHygWjy0Eb41cFg2+cD2FZJ6uJllZoty9dXH2jlRGfZKjf8z98sv2y/lXeJRMKdtq+KjGVYYjRnYmICPT09dTKqz2k9jdozPj7u3htPgML5MzExgVwuF1Jo2l87R0lME2Jkyr5Sg57KbDaLoaGhZ/WBakzH5mJiZVoPg+K8sGBNF2erQ/gKjnw+j61bt2JmZgZtbW0A4E73tWBOyRqvAEJtY70Kzq3es84XfU4BOctVp4MaUap/taxYbD7ljAb68uXLXRSbBydls1nk83nE43FMTU256zR0JiYmsGXLFvT19SGTybg3Xag+03FToKd8UJ5Zftg5yD5axxbL0Gc0A0D7DtS/otAH7m2kRXWG1Xkkq4N4r66lk5OTmJ6eRjwedymzmUwmpCMU5HJNoOFldZ2C4kql4vYd2jGwTgYf/5kKa9uvzyqvLc9KpRKy2SySySQGBwcRi83tLW5ra8Po6CgKhYKbn1xzmH5sgYZe47zQ9lHOeJ8e/vdspmQy6c47Yfou5wz1SltbG8bHx0OAk3NGDXp+16y04eFhpNNp9PT0YN26dZienkZnZ6ezLxOJBDKZjJNDwH8egJ1DHGO1fak3NAhDMMaxVueSdcBq3fxdnXqaNalgn+CEvJmYmMDq1avR1NTkDjVmW+nkUVnk/vJMJoMnnngCu3fvdnxhuyjP6vBVnc15ZQG0nXfUB3ye/FFAaOeKPqtbWa19xnapjtRot9rA5J0dE5bpc8jyugX7dOzWajW3Z5nrk65pijN4MKDqbdVfiomIsdj/Rtla1FPpdBrDw8Po6uoKOYZUZuwaZNcL/jYyMoLe3l7UanPvnx8dHUVHRweCIMDOnTvR0dHh+qLy7gsY8DvxDgMR9s0Z8fhcllFLS4uL2vONA78vHdKgOxab20MwMDDgonHAfISN+z51v5k1GIB60ErBZYSwp6fHvcqBEUO7L0+VsU3N9hmbrNcapNbos/cCjSPgOhF9pMrGGgLAvHIolUpobm7G4OCgizTY/Y5sX7lcRldXF8bGxjA0NITOzk4EQYDBwUEEQRDa86TKRI0yn2NAFYqCAZ+RqX1Wxakgkzy1YNvHI/3cSGnbdmsbLV+pUNQJwklNGeb99Lhr2tn09LQz4NVzrf1UskBVD0QjWYBjv2cyGQwPD7tXi1Gu7dYFn3xrfyuVCjo7O907s+nU6enpcak+jBj5jAJVwBw/PUNBDUtdYGhUDg0NYeHChS4t6dlGfF0MFxWr+xj18EUBOB42OqIys2TJEvT29mL79u2IxWIuPVP3RXGBV2en3TtHYtmUFXrx7dYOnYM0Pu3zrHdPulJ1uTVwaWCoXuXbK+iMpWGYTCYxMDCA4eFhFwWnDHZ2dmJ2dha5XA5tbW1obm7G7t27nZyrU0ENNhq4CvjVKWJ5oH3XcqzO4+9qoKtc+HSkdQhoWWrg2PJVBvYU3dA+6djQibNq1SoXPRsdHXVGYC6XQ6FQcPsMmVmjPCRZ4E1S3tmtAspjjWCVy2UHphgRsVFllk2e6TiRX11dXU7nU9+n02nnvB4bG3Onk/vWd3tddZw1pi3vyadnO+nbLnTfKfdY67YC/V356osgJxIJTE1NYdGiRTjssMOwceNGJ8+UU4I+rm/cI8tsBgUq/K7zhXJpAxxAvR2g89rafVaG1JFAWSGpzcF2ayS4VqthbGwMs7Oz7hAqvtquVCphYmLCnbdSq81lrq1ZswYDAwPI5XJYsGABOjs7sXnzZgeiOLfV9qTeJy94jW0gDxrpRs04saBZ9b2mU9t1RW1pdVToWHC+6XlP6qDRtlqb2NqXus2HcjI7O+vWlampKczOzmL79u2uX4VCAbFYzGXnaqaMtcOtvOhedUarrb5XOVJHQzKZRF9fn7tXD7/1YR5rx3JNz2azWLJkCXbu3OnW1OnpafT29mJ2dhajo6NuO06jdVHlnmOlNiTlSx3N5Dnt1Qh0Y36yTE1NobOz06UFkaiMmI9vDXgLhID5NJB4fG4v6tFHH40tW7ZgamoK2Ww2NBHYBhUWG11Rsp4k69VRY8YXxbUGFwFHI0DPZ/Saglh1ELC93O9AoymVSrnIIRWcHoqVSqXceyV5mmEul0N3dzf6+vrcyYY24qQK3md0K880Xc4HqtVII99UQelEU6WsTggL6lmORgJ8isIH7lmOek+V/6y3WCxi4cKFTrHHYvPvzGZddP4wHUYVuwVQrMN6SDUq75MROx7kNz3vdCpZGdbv2m+9zkwIpoQnk0n09/ejtbUVLS0tKJVKGB0dRUtLS53hrTJg5VlfQUGlyXu4OJBPXLjVcHi20PT0tDPmfXLK3/X1ipynOucUFALz8zIIAjz22GOYmJhwRqsaIrqAqTGjBqCdY/yvoFej7RqJVWJ7bYTeyiX1vupbC1wVYNmoc0tLi4vmMy2yr6/PpeK1tbW5OsvlMrZs2eIiPQsWLHCRCJtup/peea39UP5bwKTGox035YOuQWqsUzas3rNGJK+xDI6Ryg3XCh0zu+1H1zNtAwCUSiXUajUsWLAA6XTaOTI6OzuxZMkSF/2dmJjAxMSE05+UY6t3OVbKb9VRKvvAfHoi71VZjsfnIu56kJ/yQHmsfFeQxPvozG5ubnZr7a5du9De3o6enh40NTW5KL+mUKrut04LO499cqLGMTP1no0HqsVic1l+IyMj6OnpcfpQgWgsFsPQ0BCAejuGETZgXs6UjxMTEzjuuOPw29/+FsPDw+793zq3dQsB9RLXLAXkaq9wXDmv4vF46E0knHPcakjifOd8oczxOQXc1nGmRB4xQq39KZVK6OnpQXt7u5PXYrGIgYEBAHMOfR6qCczNS2aR8ryX5uZmLFiwAFu2bHEOKJZvswd1TWN5Or7si9pA5KvqOZaleorAjGXRPiOApHxodiLvVRvNHmTKNuiapQEVBbo+Xca1cWRkBEcccQRisRjGx8eRSMy9nnP16tWhLYU7duxwWxcs+Ncy+d8G/cgH63C1jgu1w7ktg/asvlLS6kiWxz/qKDo4OU8KhQLi8TgeeeQR9xrSTCbjnGZ04tAhY4ljoqe/x+Pz5wSofOjvdK4+2fvh94aespvzF7/4Bc477zwsWrQIsVgMd911V+j3IAjwgQ98AAsXLkQ2m8VZZ52F9evXh+4ZHh7GG97wBme8vPnNb35aXgQa0jopODEoIPl83nmD7AD7FAk9j9PT026PON97bRdzu/gBqFNSPiBCsp4lH3i27VNSwK9gznqM9FojQVcQ3t3djYmJCaeAmB5k07S56BBQUfi5x5PeTWvQ+ow433fLL22z5ZlOdt/hSb66VMlQaVil4muT5a+P/9YAUyOVaVRM76MyIr918dQ0N22LVVDKFytjrFvbrYa39t9Xl49njUiBFNuu77LlaZATExMolUqh9CMqY598WKDAqAMNbUYm1FtcrVbR0tKC/v5+tLS0ePvzTNPBpB+B+fRxNcRpZDEdSyMDwPz7ne1rc5T/NAonJiZQLBbR3NwMAG48NMWNBo4af5R7nhjMBU+dLgom+G5bdRiSn3yGEXbOC3qzNW2aZXHx55+VfQAhQ8iClJ07d2LDhg147LHHsG3bNmQyGXR0dCCTyThjNJ1Oo62tDYsWLUJbWxuSySR27NiBUqmEdDrt9jPS6VYqlVAul12KK3mpWQIsm2uPAnXOI3XMqTOKz3NslIcqEzMzM46Xyit1BuqBSjpHZ2dnUSwWUSwWQ7xn/Wr46nxUJygP41mxYgXi8TjGxsZQKpUwOTmJ4eFh9Pf3Y8uWLdi2bZtbp1SXsx7+abSG9ZJflG+uGeQf+6xbFZQ3vnWCMqO6nm1hWfawH/JsdHQU27Ztw4YNGzA+Po4tW7ZgZGTEnZLOearPsw/ks67j+t06n9TIn5ycRH9//zNiTO4NHWz6kWsTjW5gHogD8yc4z87OOh5RfigHVl8BcBlqXV1dGBkZcYCbssqx5FzUtFbVQYzAqcPIOik5pho9t0EfO+68xjrUYcN+A/XRTus8Vaekyllvby+2bduG/v5+bN26Fdu3b0cul0Nra6tbE8iDtrY2FAoFtLa2IpfLYcOGDaHDBBk1p6xr1BtASIfzO+eJ2qzafj3rwZdJwFe8KY85LgxC6dyjnaNbuHSdUh1Zq9VcOjifVVuV67G1IRVbTE9Po7W1FcuWLUMQzG3zKpfLKBaLGBsbw/j4OHbu3Indu3c7/GPtOv2v50CpzKjs6IF56sDX4JKu1Ra4k3xAXfnFtlCO6VQaGxvDyMgInnjiCcTjcTzxxBMYHBxEb2+v46VGqrXtlFNdv5iJqWsq+8b6+fujjz7qtkX+vvSUQffU1BSOP/543Hbbbd7fP/7xj+PTn/40Pve5z+Hee+9FPp/HOeecEzrF8A1veAMefvhh/OhHP8J3vvMd/OIXv8Cf//mfP+XG06vmi/gmEnMb8HO5XF1UQ8GJNRjoBSqVSli6dCk2b96M5ubmULRP6yBZ0K0Lqw9IalsVqOlv1jhR75CCKL2m37V8Lcfn4aPBwT00xWLRCbx6BRVUWX7S0Ny1axeKxSIWLFgQSg3V+338sH3Q6LT+qeJXpeTjt7bTRsstgNQ2KABXMKgg1TpUbDnqdeZ1LvAaYdC+kl8EkWpIWVDfqP0aobFA3EY97FxQUKakhp5+VuLzwPw8yOVyLp2Je3yZLsnX7xxxxBEYGxsLObF80S8LDhVg2df78Pd0Oo3BwUEHCvc1HUz6EZiPoOofFyamPjOlUdPGCNatwc7xyWQy6OnpcXts1bjhAkfjiHpDwa3KtUYSKYtW9nXuE6irIWH1qQWFrN9GOK13m4bFzMxMyMhmHZVKBQMDA+5007a2NvT09LiMHo1sKA8437PZLEZGRpBIJLB8+XJks1kHGKyuDIK5SPn09DRKpVLIuOaaZgEg62akWPeMW0NZDWY6Suy6pftByRM+RwOfz6qzQeejkhpBFiwCc5HBdDqNjo4OZ/B0dHRgwYIF6O7uRkdHB9rb29Hc3OwOGpucnHTtUscDx9Y6T1THW8e5zgPySo3TRtkTCiLUoaFghv2mUUoHxdTUlHMsFAoFdHR0oK2tDQMDAxgaGkJ3d7ebs3b+2HWess4DC8kTBQ265vJgov1FB5t+TCTmThZn1gLHUB0uCxYsCBnr1vFkM1HUUbN27VoMDAw4AEmwRzkF5p17ml1j540COK7rVkfyN84tneck1ePWflVdy3vViURgrdFy1ZG0mRKJBMbHxzExMYFUKoVsNov29na31ZDPs/1sZzwed9tFNm3ahHK5jLVr1yKTyaBYLIbaodkF1WrVOcPUDid/9Z3qGlyhPaKOLLWFdHz4rH0lMGWGuptgk3xmQMXnOOVa43OgUAY0pZ5yw7fA0IExMzODfD6P9vZ2FAoFtLW1ufNFqNPJA+WJ6iXVlzYzQu1PnQM+m5D9o95RJ5KWpdvB9I+kaxjlqVgsur53dXWhUChg586deOKJJ3DCCSdgamrK1aFyq23QdupZMJRLO/foAOZW42eCnnJ6+cte9jK87GUv8/4WBAFuuukm/O3f/i1e+cpXAgC+9KUvYcGCBbjrrrtw0UUX4dFHH8X3v/993HfffTj55JMBALfccgte/vKX45Of/GTdAV57omQy6Q4ws96iWq2G9vZ2jI6OOsVqwae2m8RoXG9vL4aGhuoGTZWWCh3roBGii6N6yiw480UpddKrwLPtKqTWM0ohVT6oEiUpEFNj1wIWfvYtApZ/8XjcKci+vj6sWbMGuVwOTU1N2LlzpztkSOvSfjS65mszea4eSzv5NeLAxcA6QLQPtk7LD4Jv7QP/NPVGea9gmafg12o1pyB0v3apVEIqlXJpQLOzs5icnERnZyeGhobqFk879laulc+6Z9c6Dei0srLeaLzZNzVGlde6aPDVXV1dXe79tpyLTU1NGBsbw7Jly1w0wSpzlq881fZomrm+u1sdLDR2qIz3JR1M+pFyr3JM/pJnurD5ojYaIQbgsjASiQT6+/tdNhHHShc623eWYVPm7Jy0hoiN7PkirFbX2j3l2n8uthawqx5Lp9PeexSEUg8QPKrBSvljOwjE+Cqdbdu2oaenB0uWLEGxWHTpq8C8wajOD+UH+WyvWcPHOgZ9kQ7VbyzDGoOq4/TQJnXG6tzVNUtlz7bX6tl4PI5Vq1Y5w7ZQKGBkZASDg4PO6M7lcojH4+6siZaWFqxcuRI7duzA6OioV95Yts/56NN1vjXCrkW2H9ZYs+u1lUFbBw26eHz+rI9CoVAXRQLCh/xxvFQufGt+o/6rU8o6x/cFHUz6EZjjIV8pqWeFAHO8aW9vx+7du0NzW+e+Gu3kfTqdxtTUFLq7u7Fx40aXCaTjqGBPZYEgTYG76mNrM7KduuXPBpi0rfq8DSqojCswYh1ap9q/1FVqT6TTaWfbAOFoOsvTNZr6hcC7Wq3ioYcewjHHHIOlS5eiWq3iiSeeCDnPNctVI/GWP9TNrFdlnlvTeD8/M+OQQF5tCOsg5rO8T50ZtEsI8hV4WtzCNZjjyf7o+JTLZRx22GGIxWLuoK+dO3c6/Tg1NYWuri5MTEygvb3dHSh70kknYdOmTS4AQr2tzhS7blt70Nq32n+2XZ9XJ6DFI1wz+CyvKX9ZVi6Xc2fz7N69223NisfjaG1txdTUlMsaUceLzh2da/o6P8oRnSB8jRjlWO0eACF5ebr0jJ6isWnTJuzcuRNnnXWWu9ba2opTTz0V99xzDwDgnnvuQVtbm1OYAHDWWWchHo/j3nvv9ZY7MzOD8fHx0B8At9eLh12o8qpUKu69h0C9Aa8GGn9XTyPfJ8wUYKtoVenwmh6gZiclUJ9WTcFSA4G/+cgamhYAsiwFUCpcVjn6Fn9V2uyXkjWi9BnyhQbr2NiYMzRbW1vdnvtGIEoNPVuXjqHySMdReU4jwhob2n/1yFle2DZZuWk0PpZXqiyZUs7971QW5AP3InOfFbdPFItFFx22vLEAxWfgKk98Zeg4sN/2ml63xrTts7ZBX1mmZdBQaW5uRl9fH3p6etxYUMGpEahGgzpPCODtc1z4uDANDw+HXsVyIGh/68dEIuHS5CxAmJ2ddRFUTSMmaaRAo5exWMx9TiaTzphUncE/GzH0AUU1VhVM8F3Dtdp8ZDsWi7nFEZhPvaRs6+LN6yrf9J7T0cD6FSTatqietrqf0V6VSWuUMsKhKePpdNqBR9ZB45/RcO2j1qngX08E9h0oxDFkO7Vd7It1qlgAqWm15KN+pu7U9ERG+DVlXR23vEcjcVNTU5icnMTY2BjGxsbQ19eHu+++G5s2bXLOyFwuh0qlgunpaezcuRPbt2/Hww8/jJ///OcYHh4OGWs0qO1JthwjRsaszCpf7Nqtf75+6jqhMqPgTMvl2sisERtxplN5ZGQETU1Nbu+sZhJom9gW8tiuATof2X79O9C0r/Qj0FhHZrNZVCoVt30QCJ8r0NzcjIGBAWffWXvKglTqyKamJuTzeZcGzPHXtcs6TAj6rBxRZlTP8lmWpzpS08E1E8bqMY0GUl8EQeC2/fAZAj8NLKiOpExZIK6Oces8YNkql3pfPp9HIjF3HpPakHxbBrfxcFxoP1nHgaYOq63F+jmH1W4m79gmtlm3qKptx61YJOu4IkhTJ6XVB5yDjXQkgNCWz3K5jO3bt+M3v/kNhoeHHaDP5/MOgA8NDWF0dBRPPPEE7r///pA9bHmvOos81LOGFKRrH1RWVU5VnhVgWxmwgTD2W3nIk/17e3uds5XjGIvNZeytX78ePT09LtOA8qE8pqxY54B+19cdkw/lchn5fB4jIyPeTIenSs8o6N65cyeAuXQcpQULFrjfdu7ciZ6entDvTU1N6OjocPdY+shHPoLW1lb3t3TpUgBzA8gFmYqB/yuVCgqFAqanp105eg8QTsclQCiXy+jo6MDg4GAIcLM+VZiqSFme9RT5lIwKp91zwnJYhwJfa9Qp+cCJD0jaetTbyElIniqPfIDX9lPrbW5uxsTEBKanpzE1NeVSXyYmJkLGpg9oK9hVJWq/q1fT1y5fmZZXPmCv7VNngi1Tn9Wx5nVN5YnFYu7VWTT+VeGpl1qjG1T8PtCsfdA2KS+UV7a/tl9ahzU61TPbKJLC75QjlsFTxOk44FjwVNBqtYqRkREsXrzYvRee7dM+sr3aRzUWdcHQMchmsxgeHt6vaZQ+2t/6kUAGCKdNkkc6pnZx0nmgxlCtVsP09DRGR0cdINPojAVfKlMKaoFwqq9GVnQ/uY5puVx2YMnKIMsA5veo6bYQ2xYCQb4ySt/OoHNaUw/5v1QqOQNNDVlNG+TzvM50X23btm3bsGnTJmQyGSxduhTNzc3Yvn07RkdHkUwmkc1mXXqg8k7Hi/33gWG2OZlMIpfLOYOCvylw160E+rwaq+SzglkaMgoWKFcKglXufHO2ubkZCxcudA7HeDyOJUuWoLu7271Si04kplLysLGenp7Q2Ot/8ooyxXFT+bAGrwUmymv2hWWzLh+fVFdr/61dUC6XMTAwEDolmWCAvAbg3u/OOqxxq9kKdhyt/Cjv1dg+kLSv9CPQWEfOzMy4+QYglGY+Ozsbeoc7ZUXnkAJWOn4ZXezr63OOdD1ESlPUOXbMIGI5qvtUpjU1m/eqM4Up39YZSH1Jmec8tvOEOtDKvjpmrQ2iZ+iwzTz8T9utusCmtvMay6BDd8uWLdi8eTMqlQpWr16Nzs5O9Pf3o1gsOn2gb6hQ+VY+Kki0+pQ6nm8OUDtOt5vogW5q66pOAODWQnXO6lY4wL+f2epIjhttwGw2i9WrV6NWmz8PpaurC21tbe4VimxvLpdDPp9HoVBAe3u7s33UOazrJ8dbHXfUPbrm8H5N46Y8kidsg3XMUPbVlrMAnOVbe7OpqQmbNm1yznhN5+ecHR8fx+rVq51trWuN9tE6YOkwUazDvtA+zWQyGBsbe0a2KR4S74u49tprnQd8bGwMW7duBYC6CaSTnEJqTyxW5aATkhQEgUt1VeFXAdUFShc1oD4NTZ9VYbdA3A62fdZOWHuN96uXCggLsq3XflagsicjxsdPrZvf6QyZnJzE6Oioez1KOp0OvcNX+2KVgQJ69l3bq4aMfV7LteNsHRgW+Nu+WXBty/LxhmWPjY25d14DwNDQkNs7b8dF26+yp0pK20nFpPzXcbeybfmjC7LeZ69pP62zwfLM1kcnmDXEgflTPblNpLW1NeSQUAcVFxWbCq+OCu23Ghjj4+Ohd37+IVEj/ciFX40njhOjBYy08VRTTX8DEJJFGl/JZBKFQsEBSQVgNkuGi7iCNaAeEOiCb4E/o+r2vaME6gqieb89sEqNGmD+lSbst+pfNU5177iCVZandfnAMHmvAJ8pfh0dHQCAhx56CLt378bChQtx+OGHI51OY+fOne41UiyL7dY1z+fIUD1MXtNhoUaHGtocK13fVD8qAFADTSMY+rsCXPJc01nZJ3VMMLWXjnLth+6DprHFsbI6SHmieskCGDV4tY0KPlRnkZfkk8qkzhE79uoU0fLUvtAIihrrXCcZeeQrl+z6Q7mnHOq8VIOzkW1SLBbrsgX/kKiRjlSAoGmjHB++VYMHnmkUWW1IBcuMnOur5CyA0bVM5YZAEpiXJ5/TjbKjQN7qR7aR1zhnKW8KlvVenZ+01+y6rjpS26Xyr+Up2GO7LejjfwLKWCyGjo4O1Go1rFu3Dv39/VizZg2WLl2KbDaL3bt3h/b623mroAuY3yapbVH7i/NNMxK0bVxnfDpSg2eUB9Wr5K/aafagUvaB9wLzwZKpqSksWLDAtX/nzp3uLBbynE5w1k3ZUltJSddYW6/vs3U4qBzr/Vw3KfdWh7J9bKOWx3J0LbG2nDopOGaxWMwF9NLpNEZGRlzbtN8K2FXvsv+6Pio+icfjGB4erjuo7enQM/rKsN7eXgDAwMAAFi5c6K4PDAzghBNOcPfs2rUr9Nzs7CyGh4fd85b43kpL6onwAQob1daB4/2q7Og5Gh4edh53u6DrJLEKVxdy3uub4KRGwJff7X0WoGm7eF8jgfApTX5W7xoNaQXS+t5Ta1Tbe+3EZv9HR0eRz+eRzWZdGgzTq7kg8L96Z3195m/Wu6iTxPZVjS0ty8cj+7uOp96jgNcHnjm54/G426O9detW7z7NRo6DarUaSiW0fVPgzvv1d46BpmApX/Yklz4+6UKjfWxUhtapCo1lEcTl83ls3LgRa9euxW9/+9tQWi77oAuRlsPzB2i0K58ov7lcDmNjY+7U6ANB+1s/8v3FU1NToQWNepMpq3asdXwVFAXB3HaAWq3mFjq70JLU4NcFWhdplX+2T2XPZpnYduk1AF59YcEWn9E+W8efGiA+UGfrs4abBWvsG6NZBKSMSGQyGYyMjCCVSqGzs9PpRp7joO3XNqsBr3zx9de2W/tLPpF8a4jOZx0rjQyR1CBVfaTtIV/L5TJKpRLy+Tyq1bnTtOPxeN3rWTT7R7/zdTLKZ7aNwFOv6ZixrWxTI8emBRhalhqudv31jRv5b9clHRdtt0a8giDAqlWrMDo6Gjo4ztal5bM8G91REE5D9UDTvtKPQGMdmclkUCgUQqAZmF9b+UowyrLunea9tEW433Px4sUYGRlxbbMAgteA8HYru25x7eJ3O65spx4oybK0bNWbbK91SCmQURBEXa3rr9XnqtNnZ2dDJ8FTxpQPNiNDnfKUTwWkuVwOqVQK27dvR0tLC7q6upBKpdDS0oJdu3aFgCxtVAVXnNeqK9V+Z5/UhlQ9oZFfn52jY6aOZ9pHdM6R97xX7Sdd91QXMXOC6y0AbNy40WVP6TlSVndR5vSgQHUGsA084M7aaewD+atOC7WzLfjWsbUyrbpNZceuZSqfatfrekLsQHySyWSwZcsWnHLKKfjf//1fV5+e88P67Ha62dlZ90redDrtPRCvtbUVk5OTSKfTIWfPU6VnNOyzcuVK9Pb24ic/+Ym7Nj4+jnvvvRennXYaAOC0007D6Ogo7r//fnfPT3/6U9RqNZx66qlPqb5yuewMGSskPJDKghsdWAveZmdn0draivHx8RCAtIaJGva6iNlF1i58el3LUeHSxdiWYb1fjYxGHwDTNljyGXS2LFsXydcGnUjsZyaTweTkpEs7ymazKBQKTnh1cvraocrQtllBq48Pvn5a49WWZY0iC6jtNfXG6feRkRGsWLEC5XIZU1NTmJmZQTqdbgg4lBTg8twC5ZEFF9YAbDROPoPPxycqQh4EYp/xPe+TX0saWWI9NFjGx8fd+1J90Xqgfh+QTcXS3wgs29rasHPnzmfsBMqnQ/tbPw4NDbm9ruqhjcfnDvXbvn07pqamQpFcyg+NSGBetnjKsm7Zoe4LgvkTsHVrihINEkZ9NVppI9M+otxoKqJGezTSp3Vbbzo/a/SXbdBokZ3nahCpkcB2MY2bGRV6j85P8ojl8uChLVu24NFHH8X4+LgzQovFYujVMqorfBF9BYZ2LmgEgTqaBqEvuqDtViNYn6NBPTs766L4mk6p9ak+Y1ubmubeXd7V1YVsNuuyLnQ8KIea6qm6qFqtYnp62jkyVD/YveVWFth2G5VXuVY507mkoEvvtTpQ67W6nuVZUGOjVMlkEhMTE9i2bRtGR0frts3pn85ZNRyVB5wzGqXnfDxQtL/1IzCnI2mDWB1ZrVaxbds2VKvzZzco4OScUQAzOTmJRCKBwcHBkLxTPjh3CEzVdlUwr845yp06szhOetgTiXPU3ks50uAJEAbjFvzrKwwpq/YAOLZP+aN91rna1NTkMqzUdrbzmRF2lknH/BNPPIHHH38cxWLRZVwx88OuYwBCmSg6rmqnkmf8Xe/nHKFsqINP+aqZWuSNrqGcz+Sl8ln5qE4d8nVychJHHXUUcrmcc1gwzZngW/lLeaKMqiPAvsNaQWksFn5lItuk+pP9VV2nY83vGkyjDakp9ioXKnf6m84f1VV2nSIlk0mMj49j8+bNyGaz7hBtACHHlNqyVr/79DgdwPl8Hjt27Pi9zwZ6ypHuyclJbNiwwX3ftGkTfvOb36CjowPLli3DNddcgxtvvBGHHXYYVq5cife///1YtGgRzj//fADA2rVr8dKXvhSXX345Pve5z6FSqeCqq67CRRdd9JRPnqRh4gMbKiCNAIOeLDsxMYGlS5diaGjIeUR9QNouzJoipFFE/qblkNTQVAXAwbfpd/xMUgDKevSgGj5fLpfR/v+192UxtmXnWd8Z6sxTzXXrTnVv39vd7m63HU9NG8QgtwgQMSlPUR4sQEQBW0oEAgUQIOXFkZCQCEJ5QSQvgCUQThAkEZadGBK5PbR7vu7b3b5j1a256szzOZuH0rfOt/9a59ruuar2L5XqnH32XnsN//r/7x/WWrOzaDQaoWd9RpFOHgWclvQ5awRbr5YyMIVJPB53OxHG40dpxTpWHC91lqiXimXouNqIs9bVejcfRjT+rCGv7dXxtL/zu3pXY7EYFhcXsbGx4daEaHkK7JUoALiZ2vz8PA4ODpDNZkOgU9tn22EdCOrttQaF8oSWZ/vC8uM0J4g+b8fE57gJgqO13xsbG3j88cexubkJ4PgxSnYucR6rkrKGBq/rXgXvF32U5CPX8SpgUgVcLpedDALCY6N8QzCZz+eRz+fR6/VCylyNKn5WHrNzReUuED4dgeWosrQZEqocLU9SHvr4WvljPB67CAo3VlN5xTqr4aPOIgV27AfLl75ogQ9wsD/m5ubQ6XSwvr6OYrGIUqnkNsax81WBgoJyBdN6rrkdEwXH2j5tm9ZTgag6EHTcKTutrrLjqusGgYljbGdnJ3RsmW/crL4iD83Pz2M0GoX6ygLDaXyp79KNg9RosdkPaixzl2Nmjagu9OltbYuOI40i5W+ORzwedynO8/PzqNVq6HQ6Xpls9YGe3GLfzXvtGL9f9FGSj8DECNR0WH4ejUZO5rGv1DmiGDKRSGB/f9852HmMomb/6HPq7LBYLh6fRBWpx7lbs2ZfcsNJzZyxmE6xgHWs0hACEDKKYrFYyIE5NzeHarXqyla8Zo1czgsAobarvNFrGpxRBwb7SQ3aeDzujm96++23sba2hkqlgiAIQnOBc4hlE49xvuoc55zVLFjiTdaZ3zk2intZT9bfZseqnLMp9pqFozxCHuSeDkEQYHl5GRsbG1hfX0cmkwnpOtbF2g1WRp4/fx7r6+uuzipfWCd1/GhbVScSb6mOm6aP6XjI5/MhXcdnVP7wGZ0rKiMtf9l6AUfZfQcHB/jkJz+J733ve6F+8ZXPd9OpxqwA2wd8D3c6fzf0Uxvd3//+9/GX/tJfct//0T/6RwCAL37xi/id3/kd/NN/+k/RarXwS7/0S6hWq/hzf+7P4Q//8A9D3oH//J//M7785S/jC1/4AuLxOH7+538ev/mbv/lTV54CS4WMKsx2u+0E6jSDgc8PBgOcP38ef/qnf4pKpRJaC67K1w4Wy1FS5a4CSe+3nkgLgqz3j79b4KBkJ5sCaus1UjDpK0vroXW3AEbbrpOITKpglKkbPNql3+9jcXERt2/fdhFIKjKmC+sYWOGswpKkwozKS+/xCQYLjm1/KnDVOkzrCwr4druNRx55BAcHBzg4OEAul/Matnzeep/5DqYYqXPBAisdG1s/Sz7wOo2nEomjjfXYRzZly9d+fY8CSn2fjg0wmcuJRMKlF1arVbfMwzdntR+5NEKPjNC+tmtP36+IzkdNPhKEKN/GYkdr5XhCg6ZaqfIkJRIJrK6uIplMolqtuigMy1NlrO8AwgYyf7POSTVEVBaqo2A8Hrt0Y4206Lu1LJK+X4EKAVe9Xg9FRjVSag12ldFWGSvgJUggT1vgovNGaTAYIJ1Oo1KpoFQqodfruaUQ6pzVdqssUMDHeqoRq0a6HWOCU52r7D8rb3TuKMj3OREtuOMz8XjcnSzAjcRyuVwoq4bPq4zgd9WvsVjMpfOq09TqLK2r1kvvtYCO77M7H5PnGOGn8W35zc4F8obtN+VVix/4zmQyiUajgVar5fSllqHt0DHSDQqt3tH2s+9U777X9FGSj8ARBqExxj6nDJidnXXnHQPh3ad9OCyfz+P69ev41re+5bL4GECgfNA0a59jR8cCCG8GprKDa57tvSoj1ejhu1UmAZN5QHlFIoYZj8duOYPN9lB5pnzqw22+eQtMDFPep8eAsX4sh+3O5/PodrsolUpoNBooFAo4PDwMOZg1cMO+VhygMpnjoxFdxX1aV+uAU6Nc26xRXcV2ds7pNe07LrtrNBp49NFHsbe3h1u3bmF2djZkaCumB44vLSB/pVIpHB4eotfrucCD8qGSykXF/zoWtu3KU6or+VetVkOOSt0o1RrvWoZiTb5TbRd+pqMskThaJvzGG29gfn7enfyg/KTY2uouBrmUZ5QPfPsm/LT0Uxvdf/Ev/sWpYJ6N+vVf/3X8+q//+tR75ubm8F/+y3/5aV99jBhx4XuVQQqFAjY3N0O7TwJhYxA4YlYeLg8cbSgyPz9/bAM2MpFdEwscP0ZFPU5qCOtgW4DiMyJ9hp0q8GmGMNs7MzPjDCYVflo3ejh9RhPb4wMwynjaThVmek0BBbffH41GoXVYlsF9oET7XI1VnUzaTp3MOolse34cKXCzANtnNLM9Kysr+NM//VOUSqVjdSOv+OrE7/1+H+fOncP29nYo9cjHA3YM9V6NFlqetEBsGjBl263AnyaA7Lv5WYUs+46GXyaTwd7eHh599FHs7Oy4VF11prDftL+73S5WVlZw9+7dECBlnbnWjGty3q913R8l+ci1Wna8AGBnZwe9Xg+5XM4BKNaPvKyAgU4j8r4qdZLONSsb1PiwRgUQNip5j84tBZdUxnofP7MskhqprBv1RiKRcEeQqBJWw0MNfAWW+g5f2whsFKRZQ1HLZ5tisaMNYXZ3d91RQ9x5Xw0PO16W5zQiZx2/1jGhZWod1VjmNQVJKkMeNiY69zl3g+BokypuGscj1GxWg32H7XsAIQcQl5yx3j5nqdVH2nb7WfvGXtdyaExZ45dked6CbtbRgnMagOQ9OhabzeaxkwK0rrYusdjR2liNxmu/BkHgojjvp1PyoyQfgXBKt+rwePwoM+rFF18M4TkdOxqxxFnAkR6ig5wZBjr2sdhxJxI/K29amaW8w/HxRUoVT7CfFctarKJjwfdzqUEsNokap1KpkNMfmBiIzAz14Q9tp+I4dXTYNHqVH+o4sM6smzdvIpvN4uLFi6jVas5JYjG+yjxiXV7n8hW7g3U8Psk6YR3Yv2rskXQO+Ryieo+df9r3uss9cOTIWV1dxde//nV3eoF15vqW4amuYqbk3t6eM0opI32yjjyq2ak6R5SX9Rm+1xqrvM62qs6z8tTypDpq+Ltm7qhTi/Mxm81if38fV65cQbfbRaVScUvarO0HwI0z7ZE7d+44Z7W2m893Oh13jNk7oRO9lW+32w0ZV2q4JpNJZ3CqogfCHm+eI3zx4kU8ePAgtAmEZQIFmlYpWRBjFStJjVar+H0MbQHlNIVlGViFk00bs8Ywr+kksaT1tG3RMi041XcQ3DPdqdls4vDwEFevXnWeL32frR/bo+PhA0O237SfbX/qNRUE2rZpY6G/az3Je5cuXXJHAvl4hmOg3mwSBWuv18Pc3Jxbw0eF6TN0rdKz3lffGGr9tZ0KKG2fWh6ZxpsU3r4ImvKfCmyWw82VtC52TKyHudPpIJfLhZSuls0zVz/Mdd0fJPG8To6j/iUSCWfEUVlxnTVTFbl+LxY7cmISFHBclXc5nrr+jfdZJySNFF3HpV5wHTOWrWsJ+R6dU/Z3BVrW+PBFBSx/2UwkOjK1bI2KKyAcj8PHaBHA6fpCa0TqZk08Lmc8HuP8+fN4+umn3VxgREqjpXY9HK9xPDmmQNgxwd+4mRnrbLMGuLaau+WqTGX/6dpHG/kg4NG5ziPRGo2GK1vHX2WKpodyzFnXXq+HZDLpHEKMlNMgUNlKnas7q7MdOke0n/R3/c7PvFcdBXofn9UxU/5R56Ov/7Rv+VcoFJxDhnND+0x1vvIjHY3aNuX5wWCAWq12LOBwmqnRaITGlHM9Fps4zmhAA5O5Sp6Kx482oWu321hbW8Pu7u4xh4lvrqijk+NtDTG7BpbPq2xjfViGOglVRiouBsL4x8pMxaGaXaL1UPlAPiePa3uUx20k3coazl/NbmKbVRfQ+ZTL5dwa+j//5//8sXRyvk/1nuIQ3sdTEVSP6bxhXbkMyTeXOQ+5saSWoX2lMlX7mXJJx3kwGODKlSt48803USgUXNnapyTWSZ1mzHpotVqYn58P6SK2y/KX9qFu+Kfzg6R62mJsK19VPlr+Uj2o362eJ25RO4z9qDxMbJNMJpHNZo85qPh+u36eewpls1l3n10ukE6nce/evXe1TPFEG90kC65VkdlB18FW8LW4uIg7d+6gXC6H0nzUoLIGsjWagbDxz/uU1FCwBqVV2vq8Tk69pveSrNFo689yNGqpdednX3k+49Yaa/Z3/U0Nw0wm4zYmKBQKIaDka681utULpd4wCg1dy6QOAVt35RFtg8/w9hmtVikOh0MHmvf29txnPs962LaQ+NtgMEAmk3HZGHqfz+EwzSh+mLFtx4mkiknbrmXp2FoesXXR9UK8xxo7HLtMJoMHDx7g8uXL7pxpHTvbb+TlZrPpNhh5GB9PcyydNlKnhgJ5ghtGL2hUcYMbAA6IcF3ZYDAIreuz/UslrUCRRp/OfcsbakjxeeC4YlbHjTpa+PxgMEC320Wv1wttqMNn1fBLJBLuTFbOV422kDdtqjFJgQCNVwUxvIdKW50MwCQ1mZ95vzXCOp0OXnrpJWxtbR0DsRolUtmiv9PQ59mmFuTQUUEeUH7RuakA2G6kxLawndoHavDSQBiNRqjX69jb28PW1hY6nQ7S6fQxp5Bu+MV2sWyuw+U4cgmZD4wpH9lxZJvUwUKyRo62zSdvraPAAnJrUGm/qlNHy2SddMyCIEC73Uav10O5XA4BQ5/RQh7Vd9MhY3Un1176IqinlVQeKc+Qz7UvOJ84l+iA5FyuVCr44Q9/iGKxGFofrYa3Ndgom5RXFUPyeZWFjLipHNT5ogYO5R2d32pg6vym7NUdqslPrCfnuPadZlPp3GD99DnlYyB8rKnKEZ2v+rvVF6TvfOc7aLfbrt8pB1i+RrE5zqwjjVTKQTUgR6ORczTyOcoxn22gEX3dlE/boP/1uvJiEARuc7jDw0Nsb2+jVCqF5jH1K9tlZSSdQcPh0J0axE2MrX7ju7U+VsYpX/K6lXFaN/avYmu9j2Wq3KScVTxp54lG+cljVjaT3+7fv49HH33UBaw0W0GDQZxX8fjRpnXMltC9EpRndcnWO6ETLV0ZqeGgsiOt8vMZAxQsvV4PCwsLaDabbh1Ft9s95hFUsG6jBqyDCkdL0wxkXlMvm32fz6jR69aY0TIViOj7LcjQe7ReLFPbqu9UoKbt0PRfrRvTQNjXyWQSd+7cwdraGt5+++3Q7ovqLPHV1XoueZ2RHZ4HDoSPnPEZbdouK3T0We0b7X/Wo9/vI5vNYnFxEbdu3Qo5E3z9aEEghUYqlcLBwQGuXbuGRqPh1pn4nDbTjG4KDD12y84HPudzSrBOLNMaJaq4tTxf+6yQtu/R9yUSCTQaDbdhCEGQ8pzdRJHt1XHUzfjOInG87Dyy48U+tBEKlsFduRVETZMNwOSYHKYd6tgrr+m7ST7Z7UvlVgNT5+i0tlkgatMrLdDzyRs1vrQOupaXAFaf0TmgAE8jsj5HWTabRS6XQ7fbdTv5Wh2hO8UTuPr0go6VD1QRXKvDQuWBGhfsczpkdGMZC8DVsZvJZNDtdlEsFnHhwgXs7e253dltFMOCWvKcRsLT6TRSqZTbjJMRDQV72l/W8WllnhpHVv/6gCV5yO6ab/mb7/RlOdgx92V68HkS+7vdbofGWMdex1x5l3JTsYr2qy4BOAukqaVqVPn0vcpRzl9GDRcWFhAER5GwTCaDTqcTwkYWn1GfU0bSOTltjtpx5XWSjq1eVwPDtzTStk3njmYCsSy7w711+rH/lDQbSGUo8Ym2l/LT7n6tARHl5Vwuh3w+j9u3b2NtbQ21Wi0018bjsTOSrIxk/bWNfFYxJO/Vc9dZtq8PdRwUv7B8i1cUx/DUpUqlgkcffRSvvfaa299DI9l8jvu1qGHK8U6lUuh0Orh27RoODw/R7XZDu54rb/nsAxId08BE9lienIYLOdZ0YHF89V7FmCr/lI8V09p5yvarnuV+NRwnyjiOdyqVcjiFzyl/s390PxzVZ+8GV55oozuXy6Hdbh8DdWRebmRhlb8Ocr1ex8c//nG8/fbbzpsETF+nyvJ5lpvPK2wZQK//OJoGiqxxqJNF71dD2LaVfWD7wwpKqyi0DfpOn7FljVb+ru9S0MqyqtXqsTPSrTBgORS8unmCrx5W0amXjErPCgoKL77DgnPbR9oP4/EY3W4XTz31FF5//fWpxrF+9hkvbHe/30ehUHDRO+tU8hm1wESgqmCi0NG+9/GXOmpYlgodBbIqfHw8S7JjqMTvqkzpTdzc3MS5c+ewv7/vFZIWmFsA6eMDXQ902mlubs6BE/XCj0Yj9Hq90HFM7Hu9jwZip9NxafkaJdC+t7yuhpQFYUBYLvGP1xXsWWNZSSN2Gsnnbzr21vC2cpH3WMOMpM9p2TofKFcVcNlIp8oZRqGtLFX5o7Ja15lbOa/v4Ps1asW6+tpIech7OWZWVmg/aKqqgist187Nfr+PVCqFQqGAO3fuIAgCZ+yrDNe+UsCkPMqxYx21LixHDQhbfwJUGxFnuVa2s2zldwWgfE6N8mky0Y6ZNUSsrlcDRXmYG0fRYGMdfO9jGSr77DN8twLN004acGEggEa4Zm8AYUe/8kG73cbFixfxne98B5lMxgF3G+0knyvG48ZWfJ/yrY4XrzNowXqpoawOKTvvVC4oT5KvVO8rT2rQRvep0DmrstvH7xoZ5v2KKyxeYVma3s/f+F4uLVU5WavVUC6XcXh46NKKeY/2ocoLzcTiPZwv3AeGfaZr+GmgqczU+USdxPFinygv6fus3vzYxz6GF1980fEk66zzX2UD26C6gro7mUy64FMqlQqd+e3DcezzIJisUedcsMEPq7sUQxI/WOclf/e9135WfaM8q/pB38v2JxIJpNNpHB4e4vz589je3g5tIKflsw0633XeWv0zHo/f1Q7mJxp9cj2XHfxWq4Xl5WW02+1jINsqw+FwiFwuh1ar5dIomT5kBZQa7TzKBfArOks+xe/zYttn1MjVd2i9LDCaRuqlU8Gs4MS2QZnSB75899hJ6DO2VNEzzfzChQuhc7unGWmsqwpUnSjq5VRh6Gubry12XKzh5gNT8fhRasqFCxfQ6XTQaDRC0SkraHz9b+vpMw5tnXxKLpE4Ot/Xl7Lva7dv3Gx/++oxjR+UJ318r6RtVaGWzWaxsbGB5eXlY95odZ6wDFWcfJf11FNpPGyeniY6ODhwzhpdapFKpbCwsBACFFZG0qClc6pUKoV2gwWOb9yi6V887opgTdOYuYaXkUp671kPXf9MkMXnWA7fGYvFXJo8gBB4tetjVbESEBCUavq3Gl2cr5qCzmc1Mquyk3VWuarpn6wjj5miccz7bAQlHj/KGpidnQ3tRK0p8SpnLXCwhqqmyarssfJAHSJ2vrOt2jaWb50ovD4ej11kqlgsHsuE0PIURCrY1LpwnSWjQLZuWg8L+pmWru2zjgOSNWT0fl26oOtC1UDW51U2khe0vapfNMXXpjQGQeB4hzpT22eXASSTSRQKBRQKhWMRfTuePifZaaWDgwMA4c0Q6ai8evWqWzriy3xkX/GIMODIEaIYUvU05Qj5YGFhwZVJGcg/Op51CQjv1fFVzMM/Pk8dGARByLmkGERlrMo8dWaxP9R4VKOLc4Yyjb/zncpvfF77nPWhbNa+ZZnKk7yuMp2RzWvXrrk+1lR6jiv7UNuoc5G/s+8BTLUH1BibhiG1zioLVeeq7Gy1Wrh8+bK7zqO2VC6w/STyg85/Eg1nXU5iZb7iKJbBDZZnZ2dDzh+V1Tof+NmHXVVOWieWymcllZPKFz69wvbbjIZMJoP19XXMzs6GjpQjf6mMZNnZbNbpBY6B6lV+fjcnPJxoo9segcGO41lrVuHrZwox3czFGkEcIDV66fXh7nXWK8J62HopIFPG5zUVSD5jRpWjBb7W8LSgWL2VDwNZFnD42jENPDysv1Ro8HetBz1HOzs7zmhlfbQuFuCyH62zwPaN9oNPEWq9bN/6jGNfFIBp5QsLC/jRj34UWsetwsU3ptaw1e8+g1j7hvVmH6gH2VeWGidW4Orvdsy0vlq2NRBsu3z1sH2pY6t1SyaTODg4wOLiItrtdqhutiymHVkDnf2h8+SskD3eggbMaDRCq9U6Jrt8hi0BpAVQ1six0Y9Wq4V6vR4ygtUQVSOz1+s5cEvlrIYccHyTFTVKFKRZYKWphGpIAuGdiwkWmQVgDTlrTE6T0QowrDFsjVh+9tWd9eP1ZrPplj3pTtk2TZjPcC7bdEC20fYnx0ZBkT6n39k+3XQvlUqFnB9azng8RqvVcs++9dZbODw8DDk/fHrEpsrbtF8aztw0h+Nk32/l2Gg0Qrfbdf2jxrGVj9oey1d2zCwfquHtc2DY30jqJLO6lnUJgqPNJoMgQKVScXWwbdW6dbtd1Ot175E4rK+uYT0LxHmiRi2P6LRYgb/zXkbOuHEqlztyPDUrDUCon8k31Wo1tPzMYiM+p44d/kY5yXcoP7I8y8N2frNsrSflChA+/ovykI4Gu/mtj7dZD/a1tsknZ/icRr+ZeaN4QZ3IutkZgzeKFxTj8L/OUTWqtS5q3CqfcI7r/OE9Ov/YT5RzlJNqwGn7m80mUqkUKpUKvv3tb4feY9Ou+ZnjozhHy6U+5/4l2sfaNpX9TMMmX2iUmbhM3+3DkCqv1ZlhHSBWHyrfWh2rMlKXNVm7Qus2Hh8dV3b58mV0Op1jWV/Kr3QKNJtNp9fYt5T31BnvRkaeaBSqk0WNu1gsFjrvT40SdjhTVM6fP4/79+8jl8sdA1mA34Bg2gl/t5PH3m+NLAv+reLWZ+w1n1fK53hgPe37p014n3Hrq4fPINS2UcBYIeoDDyyXHr27d++6yWENbK2DGsgkq6iA47sT2zba9mj9rdHP92t9+J9pkxcvXsTdu3edE0HvsWna2hfWCWD73dd239jRezcajVAqlVCr1UKRfu1721faRq2ftsGOnfKz3q/lW8Vkv+t77ZhzQ7UrV664XUqtolaBqQaJb/4wJeysGN8EZnZXasC/Ho336nKGXC53LNKgm5AB4bQ9C2isIWqjaDqGGq1RUKXRXH7ne5WPqYiVH21U1/JYPB7H3Nyci/wzqqheczWiOQds5MKmt/O63aNCZQB/pxLXSJXeQ0VP3qahqUdjWYNLQSOfZ130HT4Z4DOyte1azyAIQpvu8bPyBFNoH3nkESQSR7tv53I5jMeTnYNZvpZr3691i8Vibtd1LcMaSRwHNYoBYGlpydXB5yTRcbftV4eHGgm6OSHnHvnMx8M+ua8RSrvhlc7VIAicgUxHo+oBzmXyHPtIZaMSZSiPFDsrREDNPtSd262uUEcVjfLBYIC1tTXcv3/fpYlzXquBpXOZ46GOFfKlGno+3KT8puuerYNS5YzlL02N1bKUNzgHyTOlUsllO+lJA1a2KeZSfWONK53Huk6Zc8UaWBqpVwOURmAQBCgUCrh//z4uXryI8XjsNlvUPlTjUvFcPB4PZZOo80PHQueYXlNHZxAEIcc1MNlvQSP32oZWq4VsNotPfepTePDgAdLpNAqFQkiO8H3qIGV9VQbo/KVcVlngC0Cos5Flnz9/3s0Bm4HFsVKZ5rNTVCfG4/HQkjbFCtZ5YXlJx8qu9/c5cPhboVDAzs4Ozp07h3a7HcpA0cyMeDzu0u6JfayDnf/VPnkndKLXdHOjAA4yB2k4HLr1Tsr4OsFomOfzeayvr7vIJNNp1Ii3xjLPueM71UtqDTUlO/G1Xj5DT5nYKmh9RlNtFOwqkCCp15DlqrC1E4v1sIYV2+4zXPU31l9Bg/YPDSHWu9VqhdbWa8TAjoPtI59hrRNao0Ik+51CTd+txjHfb8HZ5cuXsb6+jlarhUwm4/hCjU8KWmtwW0Na28VUce7wa/vQji/5gcqd77PGruVRLc/Hf5Zsv5HU6TLtPh3HaamMFK6Hh4eh84k5pto+fcbWVflTwcxZIJviSkVD2TceH6X7Kh8CE2cmI6vMGuI9VDpWsapnW0GLnS8kAiggnNY6jd9IKuvUCNLyVVYyI0kNelXW+/v7rt0KGIDj8oX9p/WxBjnvtcYQP6sDmP2jbbL1t3zOvUo4tgpILXhl32rZfJ/KBJXlVtZaUKNgRNfAagRex2ZpaQnLy8u4c+cODg4OUCwW3XjoniisA40TBbPaLtaFRi6PbLLnplpeIL8NBgPcvHkTqVTKLYFQw9xnsKt+tMa9r25WtlsDSvWKbaM+p+9SwMz6DIdD54DRM7itPqEBqOXzsxpyPn47zcRNz2gk0SDi/GIE285PrrNttVruOe4xxM14FRfyPz9zTw0ecUeHMRBeA61jSWcKx8pmgpDU+PPJK72PZevpKJzXAJyxVa/XvQ4t1kt1APGH4lyNpuuc0h3LLfZVnaPXVU9o/Vlmu91GOp1Go9FwfaXOTyv7tHxdjqoyQ+Wb9oGd37qhI3/XPYpUBiv2KZVK+MxnPoOXX34ZOzs77mxpm77OflQZoga/Hd9EIoF8Po9Wq4VCoXAsGyIIJrvwk7gWfGtrC71ez+3mrVFiy8+aBaBlW7xpr3E81RGkMoljMc3pTR5T498GT5vNpvdUBuuAVGey6l5tk+rld0on2ujOZDJu7awaNP1+P9R53IyAg0MFtby8jN3dXbcORyebBR0UjMCR0a2GgM84nvabRt85gXxGyTQjTMGtAiJNAfEJL9ZBFa9OUnu/z3DWemg/+QQxJ4bu7KtRV/vcaDRCLpfDm2++iUcffRQvv/xy6Pgna8ixPE1/mmZYKuBRRcA6UghTqJKsA0KVDp9rtVp45JFHsLu76ya3pjhrCg+v2XK1H+24ZLNZ7OzsOKCqbbX11JTgVCqFZrN5DEhrv/uMaq2nT7CoglKeUJCg/W2BrxVgOp7aP+SZmZkZHB4eOq+vfcb2nbbFggFb/9NOVKY2SsC5BkxAhvYjZSWVkKZlqVGl/a58m0wmUSqVkEgkUKvVjnmwSfrdygMLbCwfqawej8eh88MtMFNDm5575QHKKL5DoxCqR9Q41XrF45P14WpU+Ywua/hYuWoBIUnfPTc3d2znagvIOe705mtbeK/2gy/6beUF+9M3t2m06G8EoYlEAm+88Qb6/T4qlUoo5VKBsE2h5D1sH0llMKOz6uRUGaQAjM9kMhlcv37d7XquDhC+W8E122F1n35WQ9Ya8fZ+8pi9bp0O9lmNbiogZBaQ5WslHTdbpo41+eLdpE+eJOKSpGw2G9p1utPpIJ/PhzIy9Hgsbux5/vx51Go1xONxhztZrsUcxKG8Z3FxEcViEcCEZyifH4ZDiEN5L/8DYX7S+QAgFMHj3NA9TvjZRlY5D9XRPR6P3dKjeDwekqEsWzGH8hTfp99VFmjbaMCy/ygjrFFP/JZOp/H222/j6aefxosvvohsNntMHvB5AG73ee0blsXfNeJKnWhTplX32Ai3rg1X3cI+ajabuHbtGl555RXs7e1hfn7enQluHZjqoCVZuU1drBj87t27zvGm8ol9rc4k1uvChQvY2to61j7FlCS+S/vKjr/qeusw8GFIlalahuozvlvtKmsPJpNJbG9vO1xDPGh1sg8ja/9QB+h56u+ETnSeJXcQVwUFTLxzlUrFrXuyg1qtVnH9+nVsbGw4RuMgsDwdBCBscHLdjzKeBVHW0ODgcfLqxhTAccPEglvea41yNSK1zuq5Ho/H7ggmFRpahk/RTjPQ1Bul4Ejbbp0YdkJZxwKj3grA2BbtQx/o0/do3W3UwAeWtI0+pWXHns8Oh0fncafTaWxuboaWKFiFov2iCs22Qe+n4Go0Gm45gwWlCu6pNLPZLFqtVkiYaBvsmGqbFDjqeNrryqM6HjrG+k5tk163iliF9Xh8tGHh5uYmVlZWQpEs+07tX994W0fMWSCmSasMoFKiLBiPx6E1zPweBAHy+TyASVQHCI+bBfmqJG/fvo2XX34Z7XYb3W732Po/4HgEkgZFs9kMRV4UkOo7VRHS6FMHgKb4kResA0KNo3a7HYpIqHyjTiHAZMojQbRGZQgM2BeaKuyLNGjaahAcOY15lBbXTrKN4/HR+mhbN5UbfIb6JZPJIJfLuY3LfOPFevI563DlnwK/h8nieDzuonnZbBbA0Wkj/X4fANxGer4N3VTnKb9ppkI8Hkcul3O7RVt5poaErtseDofunHDrpNC22f5Q2abgnGPNOjPFXq+pzlZjXvWj7VO7pEP1kKZkplIp5HK50LFl5CdNv1S+03Zq31tHyFkg6mzVxxyPRCKBYrHo5Bd5l2NQq9Xw2GOPYWdnB5lMJmSQcpxtdp3OuYODA7z11luubGvsAmFMF4/HnTzXiLziH5/DRjGJ6m+N7On9GhFUTEiZwHmjUXTOFX6n7NX5Sh5j+/R+lbvkV9ZH5xaJGwha3ub6eqbvq8PDBlh0jnF/CN8xo4pN2Od2g7ZpGFLLs/ovHo+7IxSLxaKLcJPPstmsGx/lI9bDVz/+UR5wYzBiSHXUkt/tMWRs39bWlhsDG6BT/aPGttUTOtZWhmlqt517qnP0ujpvdHM41Rv6jvF4jGKxiGq1inPnzoXS7FVGkqesw508pTr+3crIEx3pppfSArFkMon9/X0sLi5iY2PDCUQObq/XQ6VSCRkmgN9AUqWvTNpsNp0XVFMk1RvIcqy3bnl5GVtbW15j1hqK1oOpxoNOtmkGFdtRq9Vw7do1/OAHP0C5XA6BKpar5Vjhr33D777PFKDqEbReL6vg2H/D4dFO8js7O6Eot46rvlMnrF4jQLV185HtR3UG+NrL8ofDISqVCmKxGO7evesisSxTPXs6Dr738ruN5hSLRTx48MD1hdZJvZ86BwaDAQqFAjqdzjHFq+1Rb5+tk60r30eBZ6M6tp+tgeZz6FiD2NaNEZeZmRlsbW3hmWeewfr6OorFoht3tpvpfbZ86xFm2Vb5nVai4lHAQ6eWGnj5fD5kVLRaLTQajVC6MMtTYl+q0uP9Tz75JABgZ2cnZAQAYSODCp7ldzodXLp0yS0tABCSVdYg5ncS5Q55Sw0UjY7o9Xg8jnw+j5WVFbdhmSpxK2enpcFbOWf7TBW8zgdN29N5ZstnGxjd1fcCEwNTjX/WYdqmRwCOXec1naMq9/RZ25/sg2aziUwmg0KhgN3d3VBkieOgY0Dy9Z3VGbxWq9XQ7XZRKpWOOX90fHSzoXK57Bw71mluHYa+z7ZPrHNYsYBtkxo65COf3LT6R8fRyjUaQDQMmcGixprtE+1zBe+arWCd8qeV6IixczAIAuzu7mJ2dhZ37tzB/Py8m39BEDjH1/7+fii659PzJM6V8XiMdDqNubk5fPzjH0e32w3NI+uM0VMkBoOBO5Z0b28vdEY9MJm3ulzEOn9YF5XrmhLO92rmBevxuc99Dt/97ned01bvYRlAeAM21ktlMN9LYl1ZnmaWqrNYsYx1XLF9hUIB29vbxyLkxJBM97YbhVlHlzokdA7qWNvrLEeXKilfqeOr2WxiYWEBhUIBN27cQC6XczKESw/U2avjyTYrFlMjmLJmOBzi5ZdfRiaTCckyAKHx6vV6ISfJ3NxcaJM/XwYG36c2j0bNydMW+6njyI4dn1M5anW+9r/KYmuvaVbb5uYmnnzySfzoRz/C7Oysu0f3H7F9TV7QvWgSiYTjw3dKJ9roZjqJDvJodLQp17179/DYY49hcXHR7U5Oz1Imk8GVK1fw6quvumOVND1BJ5LPKMnlcjg8PHTRDmsskcgw9Ha1221cunQJ3W4XnU4HxWIxxNR28lgHgH3HNMPH5wlTAaFgy8fE9n0KyH1Gv62jnXT2PhVEKoSZFn1wcIDz589jY2MjlEJi6+wDDrymae12/PS79aRZ8OiLunS7XeRyOZw7dw4vvfQSMpmMSzfT9aLarzqu+k72h/YN789ms6hWq8c8lEoqZFiOTaW2/aXvtP2ivKft17HyzQ8L5uy7SZYHtQ7WmGKdRqPJsSxa7mg0CqUSab/qGjLW3Y7jaadYLOYAhgXhdHAlk0lsbGy4fhkOhyiVSrh27RoajQaazaYbEwWmNnqiMqbZbOLBgwfueCg1skl8FzAxxIbDIRYWFtDv90PnamrdVSGrEmaZyjMcb1Xg5BO7hqzVark0UQWU+n6+Q9/H3zVCyWta7yAIQiBSn7EyyhpbVs4pCNa0Tm6Cp/fYfmG9bITLAhj7rM4v1tmCXgKzer2OcrmMpaUlHBwchAxNAKFjhXyAyuo3Wze2r1QqOWenOuB8II7PNxoNjMdjt2mefYeVzSrDrDPD6mSbtaPjqXXyZUPZMeL80DrYOazXl5eXUa1WUa/X3bxWpyoNDuusUt1HmWrB9WmmIAjcmlWdV9lsFuvr63j88cdx6dIl3Llzx20e2Wq1MDs7i8997nO4ceMGstls6Lxnjuu0VFv+vfzyyzg8PESpVDpmlOpcGY/HzmjqdDp4/PHH0Ww2sbm5iUql4mQOM92U333OO5ZNnEI9oTpc+YTXu90udnZ20O12HW62MlDfYfEgv+v853W+i20g71J/2TLVMFIZRAxWr9exsrKCBw8ehI66HI1GLiDB98VisVDUnUTjSvvDYjUrw3TsFedaDH14eIj5+Xk8/vjjeP7555FIJFxbOXe133RTZL6LY8V3Ke7k++bm5jAej92GqLbPFdcxo63T6YR0pfaLOhum2SdBELhMA44/+0v3wlLdYvvK4nB14ti+VHnKsqwjeTw+ypqsVCrodDqurXSQqDPc4g3WUwOvzEZ4J3Sije5+v49CoRCKcsXjRyk4u7u7zsDmOZZk5sXFRdRqNbRaLczPz7s0OPUWWkVplTJBojKEMqcVRs1mE5VKBalUCuvr607QayRYgaKWwXbZCaUMq/dbMDoaHa3h3NraQqVSCRkhaozo+hP+pkaikgpUq6AtaLR1swBDic9wgxgyt10jpe3X+qqwo4dK02NtdNf2pzosOKn5mZONZxAfHh6GHDYk9aCp528aKZ/phLcpLXbMFcCRP9RQVvDs62cfwLTjZckCPtuHWrYqiIeRBZvsQ45doVDAG2+8gZWVFQyHQ6yvr6NUKoUUDfmDzylvs+zRaOScI2eBhsMhWq1WaFdWjkk2m0Uul0M2m8X58+cduKNiPDw8RLPZDGWXqFNFI2J2SUgymXTRc/X6K9+qIiaQZZ329/fd8z6HGjCJ3gJhz7iVLVaZ835rPCWTSSwsLCCRSGB3d9fJdk1RJE9pXch/egyT6gyVR3y3zl3WQ40iNWqtYcfv3BSHR3Fp+T49ZOUujTqOue7qqs/xswVe1rAggGm32zh37hxWVlZcBM+e9KFAzqao++SL7QNbL2CyCZ46Ozk++hzfqY4oO5b2Xfaa7Wurh6yjWftTZb11NmjfW92u8pRlaSRmOBxibm4Os7Oz7uxyAlLOaRqGurZTjYZ+v+/2qzkrRjc3haT802UMrVYLAFCpVPDkk0+6yGCr1cLa2hoODg6c8UQjQw1a5UkNrrDvs9ks9vb2ABx3EnJu6vzc39/H/Pw8SqUS7t275zLtLDZVnW7nuGJca4Cp3OGSS5UJlDlra2vuyD9gcnQaM86YMcF2Ukf0+/1QlNCHeVkfykKtw2AwCB1pp852IOykA46cuZVKBfV6HQBc+xVb6f2sk+7t0+/33ekLfF6XI/iwOuUL26AOGerkCxcuYHV11TkBs9lsCHsqltV6850qO6z+077XdvC7OlZUjwKTdf9sp5antoHFoayT6nn2p+0f7UOSlf12LHWcddzULrIyi/zI6PQrr7yCtbU1DIdD3Lt3z5VLAz+VSoWct9yDQd9tM0veCZ1oo5tG871791wKOZm1XC671Nx0Ou0Gr1gsIpFIuDQDVcrKQJY4gFReXB+nSlAFFzDZ8KLb7SKdTmNlZQVvv/22S+HQ9A5LVghNY0qSemWsITYej91ujnoEkJbrU7LaN9YzZQW8Ah59XkGgKgPbDhWE6XQaGxsbuHr1KtbX191ktkJS604hp4auAnvrEdW6a5kafbJCodvtYm5uDqVSCQcHB87ja8fDPmffr7/Zz7xfy7CGq9ZfeUjBpIJhyzssU9uun30eTOVrAMcUuBo3gB/k87rdsM62S5U1cORxPjw8dP3PjRC1DsPhEPPz807BUohqndvtNpaWlpwT7rQTHRY8T1kV4v7+Pur1Oh577DEMh0O3jpoyq1qtugi0zltreFNBqdxJJBIolUouoqHPcBMtKvFY7CidPZ/P4/z587h16xZGoxGy2exUA0ifByYGpDowrdFFw4P3sx+0vDt37qDT6SCVSjk9YY1zBdUKbHyOBAXN7B8rdymvOHe1r2zZrPt4PMbu7q6b58wmoINS5ZzqNAII1oX1VRBkDVGSAjBdEmABz+rqKhYWFrC3t4f19XXkcjmXTsg6UU5oairL4G8KjnUcVJ5YA1j/K9/wWe4obTdB1bJYVys/lWi0WmeB8qs6i2x/qpOdIE/vYbu1ftp/OqZMRe12u2i1Wo43OPdZLo3KfD5/bLkGy81msyiXy8fSbE8z9ft9nD9/Hvfu3XOYTOfcjRs38Pjjj6PVajlnBmXWD3/4Q5eqSuPIN4eBibFN42c8PtpzaGdnB0D4DG0aqOTHWOxoeWCpVMITTzyB559/3uk3xRX8b6OEwCRaqvPVOviACWblNc53Oqxv3brleNBunmidOMAET7Bczm9NZdclK3be6cZ+PoypslaNsGQyiZs3b+Ly5csOryumUJ2m7eSRf1YOkVd8csY6Aeymndrv3W4Xly9fdkcV83gw23bWlQ4bjpWOJ8eJdeDz7F/rWPFlPWgbKPeGwyGKxeIxhzHLZYBSjWwrI8kbdj5ZuagRfeUBn4xkPWmLKX9b+as6N5E42sF9b28P9XodpVIJ9Xrd4Xf2a7/fx9zcnJN/5A2t83g8xtra2rHljD8NnWh3JtPLdedBTpZsNus2NQmCwKWnzszMuPOLyZi+1FOd4LyuQg2A2/FSAZ4FAxz0xcVFPHjwwIEfBRw+w0g9OKyLVd7WQWAnotaD9/Kg+EajcQzQqQD1gRmfga3GlZ2AdjLqvTZVWcvltXq9jqWlJbcxjaYOap9rf+lnn1PDJ3T0mioxrRsjAEyZ5I6xGgm07Sd/+fpDwa1vvEjKn3a89T29Xi+0c7qOj89osIa1KiDriNDvQXC0TEJT4lRZ6H36HqsAfP1v5wDLHo+PNsPY2trCYDDA/Pw8ksmkMzIoJC9fvoytra1jCoDv7vV6KJfLZ8boHo/H6HQ6x9bhBkHgohZ//Md/jFdffRUzMzN45JFHsLi4iHa77XiBnv5ut+vSCTm39BowAUDdbhfNZtNds5uXcb1aPB5HtVpFpVLBpUuX3A7XqVQqtMO1AgLKTzUgCXT07GoFvyq3CZx1ExcChNnZWVy/fh2PPvqoM1gIngg8CYi5+RE/qyFDoMD2AsfTjFln3ZAtk8m4zcXYDqaMK6CYmZlBsVjE7OwsKpUKarUa+v0+stmsczRxoyDd0MvWk++155irg4D96JPXwGRHba6RHo1GuHHjBm7duhVKc9ZsML5bz0InX/I+HgVGg5HjRf7TcQEm0V7WmevedfMre/atOpJZpm6cZh0urLtv7PWP627ZP5wH/Mx3kJep1/SPRB6yhoACc2YEccnItWvXXIYf973pdruoVCrHQKrqlPF47DZUPCtE/tBjYNnPc3NzGA6HeOGFF3D79m0AwJUrVzA3N+f2KWD/su/UKUfcqXOX49jpdFwwhuNnHWSUm7VaDYVCAY899hheeOGF0G7rnJsanaRs0eUT6lQiZlHjXHmOm5Rp8IZ8UygUUCgU8JnPfMbhK8pFtplzkXKIf2rgc64BkyxG7R91rHLuUGawr+iQsJsdUq7TucbIPDNfdQmg7o9BjKCOUgCuz9hPFjerg1CdCPyN41mv15FMJjE7O4tXX30VP/rRj5zO8s1Fppxb4nt5Zno8Hj929jfvoSxkvazMY9/F43G31xX5Rp1vqjdsX1s9y/fbTTnJn3Tyk/cpx6yu5m+qJ3QMtH+t/cd7uTv9aDRCqVTC9vY2EokEnnzySeRyOZfNR4zz6KOPuiNEFY+S13u9HtLp9LvCkCc60m29VbzGAbFrIzjoZC4qJQ66GlAk9diphyUIArezcrlcdvfw/RQo5XIZjUYD1WoVg8EAmUzGTQI1dtRLp23xpd/5PEvqdbJGFAUj6z8ajVzEm+BVFYOWreVSEKhQVCa37/WNFRA2slgmiXVNp9PY2dnBo48+6o7L4nnVLIPgkMqJbUwmk27djk3v9vXdtHryOS4NKBaLaLfbODg4QKlUcvdQKbAfOJZ2TC2fTqsHj9bhhk68XxUBidcGgwHm5uYc2LX9bI119Q5rv2jbfWMIHDlDPvnJT7rdLbUs+041noGj7BSukdMNvLS+2jZVvgDcud3ckXIwGKDZbOL69evOQNSUf76bqUO6B8RZIJ7DTUCoTq1cLoerV6+i3+/jhz/8IZ5//nmkUiksLi66naZ5FrKCDCB8xJP9jcYjdy7n82rkjsdjtNttXLt2DePxGC+99BKKxaJL/6cMV2NNwZ8qZSXyIfmNsoFlUH4o8NA50Gg0MBgMXCSZwI2yRdeZqxHEPlEwYE+n0PRxnWea2q/lWCBq5W0+n8fCwgLS6TTu3r2LTqeDcrnsjslREM550Ol0nGND20HQote0f2yEwjphV1dXMTs768aFEVXKZ12ryf5U3adjHARByIDhO0l8xo6tJY2cDIdDLC4uhjIiWJYvYmNlmjqMOeZqrCjgy2QyqFQq2NvbczpIj+/TFFv2CXmeDoZMJhMaE+UFdYooXw2HQ6f3lpeXsb29jdu3byOfz+Pq1atIpVKo1+sh0EojiTzw4/TjaaMgCJyDh2OuBksul0OpVEKv18P9+/exubnpNivl0X266ZV1/it/UoZw6RyX92xsbLi5w5RW8ky328Xjjz+ORqOBl19+GTMzM5ibm3POAmtkKO5geYohVd7xmmZVkEf1Gv8z8NFsNtFqtZzzkqcTqOFE/aDZdyzHngHOz7xf5SANNhpwNFAVsyouZXt4b7Vaxcc//nE0m01sbW2h0+k4wzKZTDrnpI2sUn5zzNS482E5tp+kDlY6oi9cuIClpSVnAC8tLbn5Rx5SJ6kS60i5Q6ej2gTKa8Ph0GW56XXf/OYYsY48RlkdsbpHDttsA268j6S6Rw1m1u/q1av43ve+F5KRxAfKA+ogSSSOjiFdWVnB9va2w5A6DhwjjZKrc5hH8DLDZWNjA71eD88++6xzoqkjjDqa9iSdBe+UTrTRDUyEGRmCSt4KmUwmg06nE2JOVeTTlLYa7YlEAtVqFcvLy6jX60gkEigUCmi32w7EUAAMBgOsrKy4NIZsNhtKh9X3KVMCYeOd7bPC3AdaWGd1FPB+Ml+xWMQrr7yCT33qU3jjjTdCay59hqBO6GnGis8ot7/btlpAo9/VWfDgwQOUSiUMh0O0223XtyxD1yLG45MUkXq9fiySTGI9rYND+491oBBZWVnB4eEharVa6OxHa4jYdiq/2T61xrAK1Ewm43bXt+k2LIPvq9freOSRR/DgwQOX4cH66H0+x4oFdcp3lthv9GxXKhVUq1WMx+NjHlktj2MZBEc7Di8vL+PGjRvOmaJ1sMCX1wnk9/b2sLa25s5RbbVabpfkt956y4EXTSW2wOIsgcpGo+GAjsq9IAhC0eSVlRWcO3cuZEBrREDTfIHJmKhRBUwyRdTwIkgNgqPdybk54Mc+9jF0u123IRDrROCnSp2k0Rd65BW80ahRAEVwoqBJ5yXbwva1Wq1Q1gQdNWo0WkORddO5p/NPoyNqrCtIVeNOdY7OCfY5ZWO9Xsfq6iqeeuoprK+vY2NjA8lkEoVCwTnf2Ec0CihbCKzUOGdb+F4r06yeaLfb6HQ6uHz5MtrtNu7fv+8iMNZBy35R0vapXtDxssaQ7tJO57Y1ErS+3W4X8/PzGAwGqNfrof1beJ81SNgfLFffz2wNvk/7Q6N2NHwJqoGwocH+iMUmacSVSgWZTMY5FH1OATWOSOog5vtWVlZw9epV55jc3t5281XHgeXQkNNNBs8C9ft9NBoNZzwCE37iUV7A0XiSOI6+pTVWj+l67pmZGezv72NpaQm1Wg25XA7FYhHNZtOd2d3v99FqtTAYDPDMM8/g4OAAm5ubod+t00nlkc5n3sM60HDR5ZGUW+QNYiN1rCmGzOVyeOmll/D5z38eL7zwgssi5RyxdVG8pU5U6mXiODUqtW4qB+ycZD9ocIXvSSaTqNVqeO2113D58mXMzc3h5s2bDrPk8/nQEio94WF2dhbr6+suymodqHyvYguSxTPtdhuNRgNPPPEEms0mbt++HZL57COd59pH6sy18gaYzF/KefZjuVx2u+tbPcT7idsODw/xsY99DOvr605vUo5Yxy3bxc9WRlo9y/dxvOhYHwwGuHDhAtbX153zhvLO2kmx2CQrKJFI4KmnnsLm5qYzkrXf+S4AITlNTLK5uekygc6dO4fl5WW3p8wPfvAD12bFTJrV8m5Sy4FTYHQDYY+2nQD8nYOpEUm9lyBNjVbrvUkkEmi325ifn8f29jaAo0j23t6eS+9lGjINP+4mCoR38dP6WmWqRjfroRPQGpy8R8vg+/ToAi1za2sLFy5cwP37992u4XyGgLbX63mBL+DfTEHfzc82Aqq/Wa8b60fDOpfLuXVqlUoltEYtHo+j3W6jXC676CbBf7PZRLlcRqfTcZtgaH0UYKvxrcKIAiyRSGBtbc2tgaVHW4UYeUTHVR0/vnb7SBUdvWoWAGl5icTRpi7FYhHZbBZvv/2284IrWFV+sEJd222v6/0qZFOpFKrVKgC49e3JZNJljig/qiOGERym3lrBqvxtr5OX6b1Op9NubHO5HLrdLvb3913aNJ/X9vOZs0RUYFYOAOH1cPYMdAVs9KoDYWNMIzyaAQRMjOPFxUVsb2+7tdqLi4t46qmnXFbG7u6uA5Mqn9R4tfPF8o2mmltnQjw+OWpG5wGNVzV6WYfhcIiDgwMsLS1hc3MTw+EwBAhYBo1WrZM6PFl/YLILsXr71ZuvpO9RoMRoA2VLPp9Hs9nExsYGFhYWsLq6irW1NdTrdayvr+PWrVtIJBJOH3HtN9f70qmQzWZdH1nwp8CQ/UtHNCMTTzzxBFqtFm7duoV8Pu+cn9YosLKGbSKp/NF+1V13gaPjbarVKmKxmGuT3d2WfafPtlotJ1e1/62jT+WfyhLbHus45jU6HMbjMc6fP4/NzU1Uq1UUi0XE43EXxdc+pg65c+cOhsMhzp07F3Luah9Omw/Uf4VCAaVSCa1WC7u7uy49ViOYKn85rrrh3Vki2w8qczSIQCcIlzapwUZe6HQ6of16+Mezo2dmZtDpdDA7O4vd3V3E43FcvHgRt27dcnsT5fN5XLt2DaVSCQ8ePHCRcNZV+ZOyXUnHVp1ojACT1zTgounsdKyT/3XttsrQ27dv47HHHsPrr7+ORqPhjjbVqDX5ymJf4gnWDZgsy6GT0zou1TDXdGfFccTwNJwqlYrb9O3ChQu4ePEi0uk0arUaqtUq7t27h3K5jCAIXOYB6cKFC9ja2kKtVkM+n3dziA4K9rPiLLaThn+328XMzAw+//nP4+DgAHfv3kU+nw85BjSg4sOQGlTUMVbnhMXYo9EIjUYD9Xo9tCmp2jPkD45dNpvFG2+84c4K1zHUbAnVl2ogE7srD9kxprMqk8m4JWiXLl3CrVu33J4biiM4vuwnZiy8/vrraLfbqFQqofIVQ7Cf1JAnXuQyxXq9jl6v55ZrNBoNdyytYgpSNpt9V1Fu4BQY3aqIxuNxyIttGZUdqIrXetz0Xkv23iA4Wt+qawMUZDWbzVDqjY18kBEs6OLEsG3TSJPWxwphX7s1GlMqlbCxsYGPfexjWFxcxNbWVihCFQQBLly4gDfeeMNtLMB62XfzswX0FlypsOZafAoXHQsLMpihQPCsZREk0OBjtKDdbjsgSeHByR4EQch7Z50x9O5x5935+XmkUim89dZbbk2cCkYVmGrcWPIJVeU/HSP2XSqVCq0dsWPPlKBPfOIT+MEPfuAix5wHfEbrM80At0LO8o3+ls/nsbW1haWlJcfjmUwG7XY79JzyAJX84uKic5L4jGsffxM800Dg2ABw7HTzJgAAWDRJREFUht/u7q6LrKqnUvuAmyCeJSqXy4jH4+4YEOu04XdV3Ao0Y7FJFI6yQZUYPcCcX9brzqjxxz/+cWSzWbe27bXXXnPLfFRpax1UPrI+On/4Ptsu3mdBieU3n4JXcBeLxXD58mXs7u66YyfH46MNudivyk9MPyfA0XeyX9Q44+8+h6BmDugJDirHuWyiVqsBOAIvrOfTTz/twO7Ozg7u3Lnj6r20tITl5WV88pOfxPr6Ou7cuYPd3V0XdQMQiphwPK1xV6lU3BFvBCuqI5WXNNoyzXC18sgatcqP8/PzbnMr3k+igTwYDNDpdLC6uopareZSA22kjM/YaJI6LjmmvFf5lGXxf61WcxkX/X4fa2trCIIAd+/eRavVQqlUcrqLZXY6HTSbTTz++ONYWFjA/v6+k6faLq2ftpn8EI/Hsb6+juFwiEuXLmFtbQ2NRgM/+tGPAEwiP2rUsL/UoDlLxBRyGsecNxpdZX/T8WWXzCjPAcczMCkj+ZsaJYeHh7h8+TIuXryIubk5V49bt2653dGBSfaFOrLVmFK+pGxSmWw3P2RdgMn80eUX6nQDwhs0zs/PY39/H8vLy3j88cfx9ttvO6cW9wV47LHHcOfOndAJQzZ1nfNcHaQ2cKb9TifcaDQKLf1hFqvWk/1bKBSwv7+PWCyG8+fPuyUBa2truHz5sjum9s6dOy4CHo/Hce7cOVy5cgV3795FrVbDwcGBw5Vsp44j548GFyqVCq5evYpkMun6grxAXcBoOjMYaOzqGJHPOPbTxpH9yGViXD+tTkXWlc6jRqOBz372s/je977n+pS/8z0+Z7HFrL7gFYBjbaF8uXPnDlZWVhxGyGazePPNNwHAHcNL/mbAs9Fo4BOf+ASuX7+Ozc3NY3LsYTiWe3DMzMxgY2MDe3t7mJubw+rqKsbjMd58800X8LM2Be3GTCZzto1uBSwk653gRLXGjXq7Ne9fjU++g95rGylXIUdvMtfMaQqP1leZ1GcckywA4DWCTdtOaxzxmn1WARHXJnPnd06ISqXiNqGzoMgCJN8mdr46TKunjo9OGk3FZySTkTKmp5ZKJVSrVWQyGZRKJSe0ALijdDSFiJtm0IOoRreOPxXEysoKms1myItLD6Tyjzo6dKJrXwHhtUcqLPgb+yMWi7lN5N5+++1Q6jbLYh0vXryIvb095yzQHTZ9Y6Y86BPg6nyyhjPbmslkcHBwgJWVFdd27hCqDg5NyRoMBm7NLqPk2iY7n0gW3NJpohtV2Sis9pNVxGeNGo0GgHCalZ2rdnkJf+NnPQ7Lzm9GcFkGHWR8H/kulUqh2WzirbfewtbWFmZnZ0MnKQCTFC6dI7qpFcvjvWpAWAeWts/KFgUOeg8VvAJbgjtGKGdmZnD+/HkEQeA2o9S+UV1i5R7L9dWLbbBOYwW9Wl/+nkwm3f4GOzs7WFtbQzKZxMHBAcrlMhKJo008L168iOFwiP39fbz11lt4/vnnHSC8fv06RqMR7ty5g/v377sUZ3UMKLChMZvNZnF4eIh79+4hkUggl8s5R4DPgFM5qDKXfGmdD9qPKmO56Q3rQSDLfgaOltwMBgM89thjTmcyrVGdRcrrlrcJjK3hpSBU9THHi85hgmueOX/58mWMRiM8ePAAm5ubTn7REH/iiSfQ6XTcxoaMdLNN6ognMGdf6fpDRu7u37+Pl156Cel0GouLi6F1/HouM+WzdXCcFWq32y54oqQ6RB1I5EsuheGc4L0qQyhTGE0D4LCVpVwuh+FwiDfffBN7e3sol8solUoOt2kEWQ0zdfiQKB91zgET4584kL8pTtG2q2NWg0E02HZ3d91+N8Rfw+EQa2trrj3EBBrtVOxjcanOUfY7+5EOP5vOr0EMtoe/xeNxzM3N4eDgAAcHB/jYxz6GnZ0d9Pt9LC0todVqoVwu45lnnkG73Uar1cLm5ibeeOMNt+/J5cuXce7cOTx48ABbW1tOtvLdNOYoh3iawKVLl7C3t4etrS0nM4bDYchpozqB4zENM6vxbTMKdN31YDDA5uYmcrkc1tfXXX2pm4kxx+MxPvWpT6HRaGA4HLpxZD3UiW7lnwZ4VAcqJlanpc6lfD7vTkhptVqoVqvo9Xq4ePEiYrEYtra2cHBw4GQS9cETTzyBWCyG1157zeFyi+VVRmo9uTN9EARuOdvu7q47uYAbkbKPVY+xv5l2/27oRBvdwIQJrXJX4AKEzyX2Gb/KJHxOGT+RCO8Qrd4bNTI0vaXdboc8RHyvLVejAFo/jVz7DBP+ZkEc2+tTnnyeQC0WiyGXyzlPYSaTcedHTlvbpc4Bfa/PGaGCWieDb1La8eF1ApnxeOz6VIEIgXG323VCgJ6tRqMR2pFRPVUUfvqeWOxoDeDFixdRrVbRbreRTqfdfQq2NCVfjW5VXsqD1gliiYomCAKX7js7O4v9/f2QB5JHLKXTaRSLRdy8eROFQsHxi66HVcN6Gi88bFyVj/T+dDrthCbXhPkUNZUpQXyr1cLKykooe0IFMu+nMuM9yu9KOneUF+1c0k1YzhKRb62DRXlZnSw65uRzYLImymc86s67TGWLx+NYXFxEIpHArVu38O1vfxvJZBLz8/O4ePEigiA4toZ0PB6HwKhvEzetq80GUvI5Cm3KMhBeU2yNXa69rFQqzigBjgAVZQ3llAJwC6LYdxph8EUIFNBbIKryhWNCgy8ej7uUwNu3bzujSndtzWazaLfbzml26dIl9Pt93Lt3D8vLy4jH424N8P3791Gr1dzOupSlBwcHTvbwGKV79+6hWCw6JykBMaNA6qjxgXorL3VZge93dU5w/4bDw0OnB7iL+srKCi5duoRer4e9vb2QTLTRd5WTKpeVNyxo1GvKvyyfO6svLCygWq2i2+26VO/z589jbW3NnRJQLpcxHh8d9TUYDLC6uuo2hbS8qo4C6gg1VhQHzc7OYn5+PmSUaHaHYg462G2g4CyQGnIa8bdLxoBwFNU6edURb2UKjeB+v+8i16lUCuVyGbFYDBsbG9ja2kKhUEAqlcLy8rJbKqc73JNnOfbJZNI5k0jKh3pKg8WMikn5XVPVqdPV8ad6vVgsYmNjwzn2mC5MJxh/4/3an9bJxrbZdGS+X5eJMKBlncbEhepUoIxMJI5Op+j3+7hz545b9tloNFzEk5sfjsdj5HI5rKysoNPp4NatW7h8+TJmZmbcMp6trS00Gg235I1j3e123X5Cn/3sZ7G7u+v2JeIxmOxvLo9jXysfkdcUG/N3HReSYmnVlZVKBY888gjW19ddn/X7fdRqNayuruL8+fPI5XL4wQ9+4AJL7FPrSLay2NbBh+M59rqEgHqCJ0nNzc2hVqu5Hf1TqRRWVlYQj8fdnjQ8SYDnZK+uruLBgweufPI55wn1EeeJ7qmhODefzzv5q/1u8bnNTng3dOKNboJpVSBAOMXVZzSokajAwEYu9V4aWgQym5ubbjAZfVPhqAJHJ401LPUdGmn01ZdK3xohygh6n42MaN9wN9PZ2VkXiQTghH0mk3HCRJW9Ag/bJut9t+9lH5MUHOsYWMOb9/R6PWeAavqHrgfhOznxmKLF8jiGbCMFHtd1zM3NodvtolqthgSRRsfsWk5VslZJ8Zp6AtUopvDSiEyv13Np8jb6TEdJInG0mZKuNVJwaUnHSQWh8qcaqVpPHcfRaOTWtjDSxGOeNKVOlRHnhAo0HWMLVNQAV15R4a+AmfxBUELiOzudTmjX17NCnAe+iBx/5xio0rG8bI1YBWfKT8Vi0aXVvvXWWzg4OEClUsHa2lrIWFCPu8phnVcEl9Yg5e++OrBNNDTYBstH1ti28hM4AsVbW1sOKPO4Me4qrEDPlxKp/QtMUswZ6aK8UiNI94vgvQRS6jxQxxL7J5VK4dy5c27+0ujmWjVuMEcjmvXe2NjAysoKAODBgwcu0v3gwQO0222n765fv47FxUWk02lsbW2hXq87wMKoC/tON2pSHmKf6BirTlPZyX5UHcb606lAQ5GprZcvX0a5XHYA7eDgwDlXyXfa32qIaj+zntahrXyi8lB5id/39/exv7/vAHuz2XQOGzqUALh9A1in/f19BEHgIqM+xwvrzT6xPAwgZHBpG9Uw5++5XM6dOHDWHJN0RAHHM9TU0NM+ViOCzhDV7Rb/qeOjWCw6nXnjxg10u13k83lcuHAhhDWDYJJ6DCAkAxU7MsJMvqYjXJ340zCY8q7KE9XVKiMt9sxms7h//z7Onz/vZBPrc3h46FLuqTN8uFFlpDqQuAyR/ar9qBhBnU2UQzoefBcwWY7GvV+CIHBLnJhBqfKJTsdbt27h6tWrAOB0WiaTwfr6Onq9nltew1MCisUiarWaO92I9dZxozzWPrA4T50VOu7Ular3dHzZb9yHKJPJuKDh0tKScyaPx2O8/fbbACbLNH3ZR6rfKCfVgUBSXtJ6W1uFe18dHh66DC3aI71ez2Wkkh90Q7hYLIZWq4VOp+PqrQ4z1Rlad8U0LEeXnbJ/1fkTi8VCmHF1dTXaSG0wGKBcLqNarYbSg3xKXq+rEWyNVJ9yDYLJ+mKuI/OBUjUkfF4hBZiAf8MxFW4k/U3JggFts09Jq8LlhGi1WqE0cW6IpRFLW571fNm6K9m662eNnulYEVTbSa1tZD20PO17nXBc61goFNyaO5avQppR2bt37zonxMParGOphqDPO2zHTYWaKmumb8diMZfGqe/L5/NIJBKo1+uhtDg1RCzva/0t+a7xWVtPKmT1RFPhMNvAvt8qhXa77bzOjD77HGPqnZ9mcNu2+Yx4bc9ZI92F1KY8Uwkp/5H4m3WyKR9oWZyjNH7ogLx06RKCYLIzrBqomhJIQKaGMsu3oI91tfOL3y1I5bv0/Sp/9V41nGiM7O/vY2dnBysrKw4w93o91Gq1Y3yubXqYkakOA41MUGbpvYyS6TzQ+tqNfdgHCti1D2ng8X2pVAobGxvI5/MuGnPu3Dk8+uijrl5Mu2w0Grh9+7Zb36jRK465z0Fr557+pmOm8tMaCAq6d3Z2AMCl4C4tLbkozuHhIRKJRChtmO1UvtX5oDKDfahRYY0g+cCo1pX1L5fL6Ha7uHPnDlZXV7GwsODA4rRdcGOx2LGNj7TPdHyVt9keOjoJHBUs87ud53TCcO7q72eBePoMszh0fHWePIyPFcfpfghqRHPOVqvVEBbjruiaoq57VaiM1vRwiyHV+LTOfYvLdIxVdikf80+jg7ZedLRub2+7IyDpwJmdnQ0d/cf+s8aYJZXTFl/6ZGQQTJzAOk68rkaUbWcymUQulws5OQGE+lExIY+K63a7mJubc05IrpumrtvZ2cEbb7zhsnFYvtaf9eHcBcK73+s42T60OJT9xfbRacr5PDs7G4qq81SP/f19VKtVtyEZcbGWq++xgRrV2xZbWOylbacsyufzaLfb+NGPfoRLly5haWkJ1WrVnRrgS+Vm2VyzrvsokS/Zl7o3CtunY8E22nmj84tlDQYDtFqtqZmjPymdeKO73++7nVjpvVLjQMENB149kdbgoOGiyl+FAA9GH42Otp/nM0B43fQ0w5P1UPDK360QsoakflZDxbbPglH7LgpwFUR64DuPYdK2+cCQvtO2Sw0kegytgtLPqpR0wvIeK3z42SoVFcIEmBTetVoNFy5cwM7OTmjiabrSaDRy7bfjxc/azzpptS4aSbMA1PKcz5DR9igvBUHgMhAODw9detqPe6eCePKRjq8l+04LkLWddNwUCgX3Ls4tn8OEZ2UeHh6GzkdVQ9m2gfOSqVWWJ6zw1HqznvSuniWil9vunm1BlOXPeHyyNtXKJDvP9bd+v+82qmE2BFOvLUi0xrMqRpXVSlb2qKyz8s6u2dX7lI+AcLQwHo+7XdmHw6Gbb1tbW7h79y4AoFgsolQqAQhvyEWjR2WTpg5qvbUubDfb63M68HkF12ynZhiprLKGI8tWg4LOBaZsc1ffRCKBUqmEQqHgwNH6+jqCIEChUDgGPgjqmPECTAxX9hGv60aael3bqGOj8igWi2FhYQGJxNGGU7VazW0mR6OVjgKui9YxIemSGH0//3SdM/+UZ9l/Vp4DEwOKkbUHDx641HLuS9JsNkPyiqS8o4aF6kefQWaBrZ2bCsptlDyZTCKfz7tlE2eJguAofZV7jaixoZmUPr3N5Wo+vMKx0KUXxCXk10ql4rJRAISi1CxP+V8NCpIaQrokcJq8UTlMmWPT0/lf5abFTDRE2LZisejOMQ+Co0wNbm5KHaOOIWAi5+w8UIdBLBZzDnp9xmcos6/Yp4rLKCPVCWL1go4z38f5kkgk0Ol0cP78ebzyyis4ODjAaDTC7OwsEomEOzFne3sb8fjRkh/d/Jf9zTKZMk8eYRo3ecEGWzSL0FdfyyfFYhGVSsWlbjMyHIvFXIbS9vY2FhYWQjheiQ4S1tnqEEaKffYF/ysfWcxP22BmZsatPedfp9NxmVaWuHM5T86hs4uOZu0vxZLkAdbP5yC29hVxJ9fsn3mj2xrWShxYXctJAaH/Lfiyhp0qXTIaf+MzSpbBSBxIFUA64NZosAa0zyjRd+k7bbn6jC2b7dJJDcDrBND66L1aR/UW2cgP26ibmU0bO+1Le6/WneApkUiEhIS2nbvJNpvN0DXWVQEY05p07Gy7rFGq/WivAWE+tYYDr9EDSE8ljWpdL0pjoNlshpw+2se2H5UfLA9Zg9oHILUs5Qcd01gs5tI3+/2+2/uAaaBa7nA4dKn8tl4+p5P2k7ZX54vyNflWhSN3greb5Zx2UkOSismOt02/UoWofKUyQ+c35xzXF3IettvtUCTBB1z1eRoKNCoZnVcAyjapYlQQSZ7QqJ6NMug1Pmflq0YPeU+hUAgdW8g+snNIDWD2Fa9rXdkGG4GlzLQGq0af7PmjrKuuL2Y/Un5oermOKanT6eD11193xxaNx0cpl1tbW+4oH+68TWeBghPyFvnAAlq2idcsH5HUwFUQpPcRBGmfz8zMoFwuo9VqYXt72y3BUdDnc4BolMj+Nk2eKgBV3iGpLAcmm2S98cYbiMViWFtbw7lz53B4eOjWduucoCy1KaQWm2g0kPXjO3V5jxoceg/b0+/3Ua/Xkclk3jWoPGnEM4ItDtJ5ziVpwGQvGJ6iobhOcZk6SJRfNdOHR4xxs0YgnKkDIMT/jN7RoKSMVJmhSxXUCaPyW3lzGsaz+p336TIZ1lflOx3bWn/NxLFzRfuMxq06higjiX34bhpMNvqq/UeMR+eARpTZDwDc2l86WIm19N5kMol6vY4bN264c9XH46MU7n6/j83NTaRSKTeHKCN1TLmsJx6Ph47oY79oW3SO0sFBeaBl8n5eV4N+b2/PbTIci8XcPgLtdhtbW1vuRB61g2yAhvPCYnZrC6i85Jir3aXjrjiaY10oFNDv990xxpcvX0alUkGv13MbI5O4cR2Drpqpa50T9r3Kj+Qp1d/E6roJIPt3b28PS0tLeDd04o1uXY+rnacdZ41QAKHBUYVmQQ4FmwoVjeRpWfys7+E1q+x9hrCCP363oNOClR9nOKlA03fZ1DNtswo7BZ7WsFHyART9Td/DawpatI7aPn6240Thqp43NRI0asY1GdlsFrVa7dgeAHbMLK/oNau8tB0KQLU/eR/vVQN7mhDLZrM4ODjA8vKy29So3W4jFpusX+cmWWy/Zi6o8lFngeULNcqtcaW/2XGybeJnKoh+vx/axZ8b9QBHvJdOp49Fs/Qdtj+0LnSYUTFpJEIdWUwtY31yudyZi+IARzKSO2/rmfUAQjxj+dpet4CA/ykzLH8rOLPygfzJOhGYquFGsMSyfEAEmMgjld02ogAcB1q8xrqzzZquzd8VILAM6hgtl+BN+4S86QOp9h51xrKPGY3idwuCNRKhx4ux7no8lTUUSYx06kZa3OyG0So+x3X2ABzo1/qpkaBtVh6xPKXGo31Wx0nLB47OgS8WixiNRqjVarh37x46nQ5KpVKorjrG5D0LwFRe+uQ3y9P22DZZ/td25PN5lEolDAYDrK+v4/79+1hbW0O5XHY7CbNstkkdyqrvbVRLwa4aX5T9ys8cR5W96XTajf00PX5aSVNjKSc1OEADV+WexQI+HqJsZJRWne40oHQO2mizdbJxqZAaQZSbOgc10MExt5mEiuHUwarGosoo66ikXGUbdC7xGeV9dZBRzqvsULyt88BiE9VHun5cN8OzONDiAp2jrKfuVM13cnNh4veZmRm3DprrtHlqkW7Qa/Eg/1hfxWLsI+ss0L4j37C+6tBVDKlOV36v1+u4evUqcrkcUqkU9vf33X4czExknThG+qc8ZoObyos6Tip3NKOGpPynTpZY7Ggj50KhgG636/ZTWVtbQ6VSQbVaDcmmcrmMnZ2dkDNIsby+U7Enx5gYlAY8n7PZImoDlctlKz5+ajrxRncQHK0RnZubw/7+vvNYaserl1E9Kzayq5/JGABcJEKPt+FgWGPBlsH/auTxeRUOCiR8Zet/a0Bp3S2w9RlQPjChf7Z/raHl+92SRrOtwW/7wZZtjUNtC59XQ1Inl31OBas11m1b1eigINfUMfseqxB4TZWFfVYNczUUtW0sM5vNurVCCurskglrHFse9PGk5S0tz9f/9n32mgJ/fuYO/rlczm3kwflj55+Oj/KkvsNnZOj84ZixnzjOZ3HXciXuck9HiMoATdm3G92Q76zTS/lNj+HQfrdGAXB8p3A1sq2S5Pt9xryNlioIYZSV5VPxaxvsui7Oe03x1I2VFEQoANJ6KvBRw1bvZbsJWDkHtG80gq3nlGo2wTTDywcYlKw85nvp3OB7NQrGchTAqwHL/lHgrwarLlPiOzlH6STwPacRavIXHQp8b6PRwNbWljOEuSadTgIFoUA4/VJBLTBJB+c9Pv7V6JQtg8+oI4jOGz6vG16VSiWMx2PcvXsXCwsLLg2U+qbRaISAK8fXzkFrLGlfqrNB77VznG2joX4WaTgcuuOd2O80NGh403BWvW2zWSwOHI/HLvoJwK1VVaekEmWnz8hX8K96jw42jp06fBQnqXy2afFqWFNn+pyUKq+sIa2OHcXbegSVGu8aOLI6gzJF26FHU7GvbYBIHQtWRvI+ldPsa62TjiPbqjKS/aDZkaq71DhWRwDXt9sgj5UpimP0PXyOzg6fjFRdxftv3LjhjtYNgqOADpfiMrVb26H9pUa9dc5YhzH50m5ip9iLxr3ytda52+2699FRcOfOHSwvL2NhYSF0UkWv13MZB5wrOnbT7CbqfzWoOX+s3aLON47tu6UTb3QDcOk/g8HAndsGhKONthNt5/mMXE50Mq9NFQGOG606OfjZRsH1mk4c+yzr4jOalKyhpM4Flqk7q6sgVsGkUSv1/uo7fOBY66WGvq2f/rcOBn3WV75tL9/pGze9x05+BSjatxoNsAasgi419OykVuPANy6+vtTfbLk8nzyRSLh0Q1+fTjOyrSFrnQC2D9T7rWTHztI0Ax6YpHWPRkc7nrM91uGlY6W8a40YfrcOK185rBuBD9ednzXiecYA3LIJBeEagVEgxv4H4OVrlR36LMcPmIBIlZ9qwCmgJKnjiUCCMtsaOnyfgjN1jOp9Fjxa3teIMmWhyjwaywTk7DMFOQTm6iTTDZLUcLZ945NfvI/ZHKqDdDysvrAyQctW2avrIdkOjXhaA4LXlWiMso91POxYKV/QoFFdqbyp/Kvjw/dns9ljJ2RYUgNa9bT2i9bfymGrX6zct5/tOKTTace37GN1sBcKBRwcHKDf7+P8+fNuQzOm9zNDyDpn1JgHwlEn3WhLHT7W8cs/jpNNszxLROcPAziqa4IgCOFAjqVdY6yOEd6nIJ/yw+oxK3d0nqns4RiqfqMcVceXzmsAoTkJHN+QT8dc5b/Whe+gsWeXjLEedCzpPNBsU2ByxKTWRd+lRpE6IbRPFWupcQyEjzpjHfi76gbFDr45zfsovymnuVRR061VRvoMUZ1/1oi2mQm6Tlr1r/aH6li2QzOv+O5yuYzR6OjoQpVn5EvyotZH5Zwa9RZD6j2sk8XbFmeyv1UH0fBXPlAdUCqVsL+/j36/j9XVVbfxcyaTQbFYPGbE04Gkc822RR0o6tRk/+o+NMyCiMfjqNfrWFxcxLuhU2F0cwdz9XSocua1aWSZiAKLCpOTzaeMOEmsF10BqZZtwZR9P79b0KQGl3639+m7LEj4cRNGyyOw1Hb4DBx9v9ZfvaQ6IXmfz+s+jSwgJ2ldrKBTx4G+j89ZRWbf97D+p3CyferrYxU8fNbeb+/RNqhBQmWvilUBpdbd8pS+zwpHS74xUaWsSuZhAI2/8TgxKm4CXN3UzApnFfR6zc4RBTvW26wKUMfsrFE8HnfLb3TzFva5GqN2riufa7q4ylgCLR0flW16pqwCVBoFyvs0NFgGoza6hEDv1XnvM05YX7bB0jTDnO1ivbX91oCz54wrWFYAxHvYdu1H3XVa28bruiZR26EOAusAsSCW9WJkw5fKqTJGr2lfcS4pgFKnA69pX/Ee/d3e45O77Hc7PjYyp/dbXawbz6mhqbpN+dW22edEVhlo+U/BG4AQwFOigyaXy6HVauHmzZtYWFhwO/jyvF/tNxpuHFeVcxpksHNYDRMdP/aND0+cJRqNjjbE2tjYCMlDkhp81mhRHcT5yqgmI8aMcCuPK99xGYTyp8pIq48pazSirBHLabqPc0iNkWm4jm3TFGE19oCJLtD1z1wyxCgtEE4v14wP2z7Whdmp7EvqAeVnzf5Rp5HWmX2h7bMG/3g8iaKzXpwnagAHQRDaz+LH4SedfzSIKc+IP1kfNQjVOcL/OoYWQ7IeVoewLBqZKiNUnpAv9GgsxZ5WRmq/+vCn1lGdfjq26lAAwjJSZS7nTy6XQ71ex507d5DJZNwRl+Sx8XgcWiNPrKN7zJB31YGgY6R6Qx381LHcGPbd0qkwugkeCCzVKNHJrv/V6FCjyqbP6MYN6nUCju/irIJNJ7bPULBGrH731VefJ1mmt+X6vE92svpAhpavQM8HQJSsEW8NJgo3ncy+dlkD2gJja/RNM3p1XHx96hsHtluj4bzfGsfan3aMphmJvrEi6LHp1uoc0Dr4+l/72Vcn5bNp9dS+03fptWl9pvXQcSUPUQnH45Mj6bgRHJWpks4fvtvHT+r5Z19SQVgBqXP0LJHOPd0d16Zj2YgNrynI0ZRtdaypErUyL5PJhNaGAZOdYXU8gYncBcJOUOtBB47v+6CARecYlbHvOcvbCqwt+OG91vFkjSqVyYyMaz11917KQjqlrFFKsGSjQ+pQ5PIn7XMFSpoWqGPA/rIpiVZeWD1BXcjx1kiCrYfyhQX8Pj61xrGOjc0yelh2gF7Ts3f5jBqfw+HQrWu0esjOCZavQF6fIx/q2Gr72F/xeNxloHB8C4UC9vb2cPfuXVQqFZTLZXe0mL5Pd8FWnWH71Ka+q0zXqB/75yzKRhLBe7FYDI1nv98/tpyL46iBGM45OkVoZGkaNzMygeNH5umyGN5v16iqbNI/8hnfye+qp1Uv65ILdYYpvypusvylMpPrYn39yXli565P1vh0gMU5nLuarUW9NB5P0uwVT2mUX2UR36PvUF3Ec6JpoOpJBuokYPm60R7lvjppNcuUOEVJeU5tEB/mV5lix0QdaJSRSr55zvpZp7rKSM3ysrxoMS3rqU5I6zBWp4atG3mfdWHUOZPJYDweo9ls4rXXXsPy8rLbCC4Wi4WyL3RJhwbX1IHE/mF/WRuQSwO0vqq73ymdCqMbAJrNJlZWVnDv3j3Mzc2FJgA9Hert529kOGVmDroCI173GbIKSlRIWdLrNsVWPVl2klkm9w36NKPO3uN71oIHCgUbibBtUyFl+1TrrmXodb2mfWSNKQtc7Pvsd7aFwt46QHxASOvocwZo+wk6lV+0nha46bumGQ62fy1/KcjWNqoBaqOGvjb4jAwdI9/Y6DO+MbP3aDvtuznXms2mU5LxeBztdtsLtKcReZSCUd+jgJJGRbfbRT6fP9NrFtnHBCC++W6BnBoeGnHTKA+f5xIWa6SNRqPQWi01BFmWGipUnqqAdb6pYQ1MeAE4viZNjRVrdCo/W962hqS2lUYKwR7brPexfJtxQ+Ci4E/7WDfqUjDM/iW4VFmh5esf26oAl+9i3zCKRMCv9+h7STQktB9tX1qwrhE+rQvvJfmcDuQfgkKNtih/aZ/be3q9nnuPzzHEsi0fsA46PspnmomjpNhD+0b5Mh4/SuMnoNfNPovFopOTGqnSuatjxXdYnleswvYryFQDQtt1VqnRaKBQKODBgweYn58PzW2u6waOO6Jo1JFP2ad2KQ+NMRu84RjxeCSOsUaKVTeqMaXZOMrDNtKrGEKxLX+32FCNTDX8rQORZJ/nO1g/TWG2GMU6w3UDMcXclJ/cUI7jwmdpZPMZfc5n2Ft55XPi9vt9FyRQI4x9TB1gs2l080r+V7mtwUGOgc5lq0PZx6oTVD7pOm9rZ1g5rOPGzzzmUfuFfUlM5XMCaN3VkFUe1HYp3mCbWA+LgVkX9jMzJLLZrDsNguOSSCTQaDRc/5BnrS7S/labSnUox4bGPoOv3J/o3WLIU2N09/t9LCwsoNvtukmm0Uqf8eRTlhxkMkYikXCTTsGnL6UcgHcS8TsHb5piU+PNGn5kfAvq9N18zk5gNV6tEFIwYY0+1tkae7Ze1ujUNluwocQ+tkLdZ2BqW2w7tT/UWLXt9Y2P/U2Fv9bdttEHsJXX1HGg/Gb7yApB4EgAMfKl9SBP+5SEGg8+gaP14ju0P5SPtP3Txsymfk9zpFh+4++qWAlsbD9S2CqAmNZ/FggQsHK+tVotrKysoNlsHmvTWaBEIuEyC2zkmL8D4TV9dr5zTEajo6NuVBHzs3q4NRpKXlLjlO8fDAYusmCVtY2G6NwGcIzPeU1J54iNBLFOKsfYRyRN36YRZyMo+p5pxmQQTNITrRGoYJD1szKLAMDOL43I27FTB4caEARqfI9usGfTE61zj++xAG+ajLN9RP7Quuh1LY/3qMzgvZRzNl3Q6nzyFIG0glmtF0E7+81nJOi7tK3W6WLlqsUW+qyuaSS/EbjqMVMWMPKzBZTK5yyfn+kwYf9rfafp6bNCg8EAq6ur2NjYCOk58rzKSCBsKHA8VDfqxky607c1xKy8U6NcnW79ft/JD8opGxHW3xQH8JrN3vHNGStz9U/7QSP9iivi8biT6VxORlK5qHOdxpKNAFPO6Fy3af2KIdl/ahwDYTmr+JLvVp3IdyaTydBJDep0UTnJMVTZrfpE+89mEOh9uuma8ofWVWWUlm/1CuurG+JpH6oM13FXfWL7iXW1jiArO9RBpM+xbKv/+JvqWUu6vIz8xb7gM+rU4G+KIVVvWPys2R/8TN6l46jb7WJlZQWtVutY/X4aOjVGtwpGAm4f+LJGgV4H4M4j5cTViWYnif3OshTkKVPY+liDzoI33qNKUdtgAaglX1tV0fI7+0+NH633T7OOQQ3jaUazrcO0MdHfflwbbRk+w1TLVKWj/csxUzBoBYgFmkqqdO39dryn8YOWpc4ejgP5W9vkMxxsf/qMYltHC8S0j2yf2z7VsbJgLgiCYwKXbaTCZUTKZ0Rrn3FuKoDmb1QkVsj2ej0Ui0VUq9VjfXMWKAgCB4QymUwosmkBlsoCevFJXLLD886t4rPecJuepYaVRiUUNFAW6rs5lzUi7wMx5C3lS+UTBY0aLSCprGPdCAaVV3WzMf6mqdMKpAlUfLqDEUzWRw1EC070mso8LVflBPtEj0BS0KYbmem77fmxulaS7dDImpXpVmb7MlF0YzjtfwWAOo6+SJD2M9+n7dPx1/r75Bf7WAEq+Z1jpHypPKhlkT99QJS6RXWP6n3dsVjBL/tE5yvLtE4LXmc/sw18nxrzyvvvRNefNuJ8pDMqnU6H+sPnxLZ9DBydd5/NZl2km1FE3QHZYkT9ne9SfrbzX/lL5Y4ahCxPjXCOMflJ55TFRTq3dI7zHv4nRqHjjs+qU4FyQ+uqjnbyvQ+b6hiw7taxwGu6Nlv1kGIRNdApNymTiPn5PI1vDfBoJgJJU6/pNNNlLTquNjDE66oX4/G4221cT5bQtqnus/hM9QjL0WgxDVHyGWUJ5b06NnR+qBOSfWk38bNYVMdL+driDT6v+ohjzOsqt3QsKS+tY4TXlc9ZDtvJPrfOCItJuPzk3WLIU2N0B8HR0WELCwtO6FlApYLSMpQKHPVoqhHFweU14PhmXmoU6HXe++MM64dNImuk6bP2s4Kwaf2lxpkKQO0r+99nLPrKtODZKisrFG0ZNpqqfab9qWOjAEaFqu/dtn6qtLQN7Bv1+vkMdi1D66oT2Rqx2tfWOaBpf9ouHXfbb7xu+UzL1b6w5djf7Zhrf+g7ec0aAz5eYt2YVqneVRrdVpjqWHH++RwLth94H5X+WT86LJVKIZ1Oo9vturXCQFi+ELioslejjfePRiO3WRB5XI0rGwUdjyfrk633X40VYMKzVj7YFFidh9oW68C0BgjX79rovJXTmuqsYMKmEvL9ulO1/pG0ny2QZlsJYEiadcUy2C79DyCUguwDOayvgkNbLgGjziP+phvaEZyqQ1nXilsApfNOIyWaxaI6VTMuVM6r7NGy+Z0g2co1BfI+eaT8z75knRRYss5WzuqRYzbDTutMWeeTtWyzrk1lHXxjSFJDhv2rMlvbx8+a8q9z8KwTo92tVgvZbPYYflIZqRkJGkHWzIVOp+M1cEajUSi6pryv+p+8Rh1GGatzAwjvU8F54Js/yrO6ZlzroYa1ZnaQFANp9N7KFp64onKdmweqjPMZdmyrOms5lzTSq3Wz/KvYSXE166H1Vuci38nfeZ314hjZNGo11tSG0Hqzzhx/HUt1OtD5Q3niw5cqIzVQxP5gu3gCAvmb0W/tW5VXlk/IP8r/bIPF0eR1vcbP7C/OF8XN5CvFzbxmx5R9p3xCRzEdXJyDLEPHgf1rnUjsV9WtqtPsGevvlE6N0Q0creteWFjA22+/7c7rBsLgjP9Vgel6b04Yrp+zSlONU2u8WJDlM0CsUcjPFjjqBJhmJJFUCGpd7UTygQ9tlw8k+t417f0KaLT9/Kzv9Qla9oWNFOt7VChYQ9MKKFsvH1meUCCspPW3O1oSILEdWj9fW2zfW4AITNb80xunDgiWr4DV1tWnKClgFLA9bLzZHmvEW4eTj8fYDzrWdj7xmnoq1WOqfezjGx+vWMA7Ho+PRSzOKpGXNI1PlSL7mEpajVL1THMMbGqjTzZYrzR50MoijX7auWTLso5ONYQ18qc8ryCSbdJdcRUAs6/USWDrawEmy+Pvdv4BCEWyNGKgz9jdv4GwgW3nto30sr0+QKjgT+WAldc653X8dc0++00N10wm48CVTftTg0PbZ41ovl9lgPaDlSfaB9YRp4DKp2PVQFYe0zJ9Dhiru/TdLFdln22DxSU6/ixHAbVvLaZ1gtp5ah1ovvdaB5GvD88aNRoNzM/Po1qthrJ5fJkrahRpv5N3dU2o8oTqbcUT6uChHFSHkjrUOP52fgPH97FQo1R1pOIkGjPUw5QT6vixWUyc5/ounR/qAOP7dFNArRt/p6ywMlT5U5ebKL+q44N1tfOKvwMIbXjHPmAGD9eNc17ZdfCsG9vI6DiXSfEe6+gnltOsPgChDU7tEgArI9kmy0ckne90fqTTadd3SsorVk9rG1X3WweL1a1WXykm1Pr6cKjqAZ/9ZjEe66IZWNYZwXI0Y03faTNP1FHEua0Y/93SqTK6OQkJshWsA8cNXqs8R6ORS8WgV4O/KViwZWo5OmD2Nztg+rs1VFRx2jrY8izA89VNQag+4+snvdcainqPba816nyCVcv3GYK+CcqybPRM+0W9iNoeVTiqbBQwa1/ZftJx1Tb5xsGOPe/3GfG+d/jGR5WYpoLqfQoKtP8sb9m6WTDm46EfN/56vzXK9DqftQ4KBRyahqb9YY15HxD33avjxTPC3wuheZJJ0w7Z7xa8kygTLY+ooclrlpQfLFDkb/pu/maNl2kGs+VLtkvHnu+wXnPlN8oDBbr6nJVHynu6yysNdwUmlk95Rr09rsXOc+1nPktSMErgyf5UI1LbqvpEy/c5wXzykWOogI2AleNi66k8oXWwckmPsFNDgt8taLdgUMvl78qzrJvP0GAdfPXWaLwCQSsH7TgpqFNDSvvZyiDlfZ8jhu+zcl/rouNk68P7fc/yuzqYzjJxPhEHsk8VoAP+DRvZd7rRInA8A9I3nprdoNiF8k5xDMnKSJ2nOsdsNonV4zQOlU/VsGJddX6pjFRj3s51DW7xfj5jsed4PDkukpFLzaZRfray1edEtNkDvKblUYZqORZr6HxSpxj7S6Ohyhd0VGpd9H38rjKL5ds+UfmlTgU10pUX9Z1qzGsK+XgcPirN7g3iM/ZV/qqcVfyl/aXfyR9sP+ulhr3lIeVZlXHsB93jxGaDqI7QPtZMI3Vq8d0aeONvwJHR3ul08G7pVBndQXCUYl6pVHB4eIh8Ph9iIDIKBYAqGl5nx07zIlK46GDweWU+VWh8DggrYmvA8bvP6LDlkMHU42Tfa8GWvssaSBaoWZCmfayAjdcepqzVg2nr5wP01oiy97PPLUizAkDv42eWYSOi0wCV3qPPah8oIKN32zojHlamkm8cx+PJOY/0FPsMeS1Dx8s6bqa9246xfvfV2QrXaTyvCkzHRYWaKmTyDIWmAhXlex+P2Pdyzs/NzaHRaHjbe5ZoPB6j0Wi4NDhgskvsaDRyCl4BjBpEFsBo36vxoHysPGvXV2kquzXwgeMefM4tNYJ1TipwImDTc6ltiq7yNY1ntg0IR3O0beqgUNnOd7Cteg9/J7BUmaMgS/mXdVXAorrJOhQU6Fu9p3JO66VngGt/20iXEvuV7db7dR8KBXfA0XpX5QPVbXbPB41aKBjlf+U59rnyLOuk/eHTVQq+1JhQOay8pmOjbeCzWk+9l/2j+kjHRPuS85H9YDc30nHw1c0CZ72XY671LxaLGI/HU88UP0vUbreRTqfRaDRcv6ihYSOilBua4cG08nQ67fiLMod4SPlLZa/NvuDYM7rOFGE1RHi/bm7mw4xKsdjkNAU9Ns7OOTW6tH4aIeZcB45nltq5oBs40llp9w0hNlfZavUK3813WBmpsnWaTLAGIa/rEp1YLObSlqkz1W7QaKqOG/WbEue/2gDsO+qLVqvlUsC1Duxz7UuVkRrd1zrwPTz+zspkddroWPMdWqYGeOz6ah17HSOVrSyL5VmetM4YbQfHSN/JbNBUKoVkMol0Oh1qi8WeyjfW8Ug+4rMaABqPx1hZWXlP5OOpMrqBox3mKpUKNjc3UalU3DE5CtjIWGqgjcdjtzmObm4D4Ngg6eS0k0wHGQgDJ73O31Rh+4wdYJLiwGt2IlqjyAomnRDKuNY41Hu1fAtArEee9fJ5OqfVzbZfJ4idsAosfPWz/aaGsAVHVkBYY1Dr4CN91t5rHQCWJzQFzZIFUtou2wbfM9b4tICR5bKeKrx9fKvXtQ4+QWXfZeeVpiepkcT+4M6uVHbWE6xtZv35Hs1g0PrQARKPH+10WSwWXfrvWaZ4PI5sNhtamwZMlJrP8cTnLOjR53mPNcRUyaohwXLV4LOAxoI3vtcazzqn1IChPNL1tjbqrmWTl+jYsUegEQjxiCcFRQSJmlI5Ho/d7resp/KqzgfOCZWh2rcE09RRmnrKOaRgTo1evldBp84FAlYra5LJ5LFN1TTSplF2HX8F4noeO4GeyhWVvwqsrR6xY63Hp9m2WZ3KP7vWXdeNWueIzzDXtqjMt5hA628djWy/TwfYNk+baz5Hk3VC8DdrELB8e1Z8JBsnNBgMMDs7i/39fSQSCbc2mXxCntW5ABz1by6XcwY1+5hyRoMkgH+poWJN/ievcwNHNb6Uj1Rm2ogwDSTlF72uS+bYRo1EqjyhfNNzkdV45X4tqsdZHvlWgzB2OZMaj4q5OQYqv9nvQFhG6m+Ke9U5Z+vFOcTnOCe0bfF4/Fi7bAq5pr1bW8O2gf2hz1LPWExDHrIb7iku9DlNKQt0UzvVXSr7qCNZNv903Hwyku/3bZarept1tNhVHZHWsWBtHnVGsn10KHCsNQtN62cdX+xza/xzvhGbDodD5PP5KNLtI1X0ljHY0br+TxWoHs+g61rUo2kNQb5TJ5nP8AWOp6I9zNC25VoDn9fsM75np91vJysFEo2Vn3QNg8/oVSKT2//aLl/7tA4q+IEJ8NAxtAKa91GY2nQmHSc1yKno7BhrHclLFrjbslUoWlCr7ffxg95vjSMfbylZZanATxWWrYNvDBUkqvKyQF3bMM1xYPuT85GCT40OAN55qpEA/ezjK3qOV1dXz+zO5Ursk0wmE4q66RxShxJ/UyeKeuuBsJPFjqUFMvpHHs1kMse80brRidYdmAA7VdRU6haE6HxhGXYTKeVvAkAqf/5Ovmy32w789vv9YwCLstP2oRpC2h6VvwRz1D1qSOp80PIUVGs72Bcq+zRllPfzjxED9pkP8HG+6tjZNmkkXuetrzx1fPCdGllXo4Rlk7QuuiEjy7cOJY4JDRj2ma55JjEt1Oo1kvK1/Z3totzSzB2NwFk5Z7GBdQ5z3lqen+b4YN9aPagGozoH2K6IjsafG36Rz0jU++RV/qZ9yM0adQ7wuvK5GvLA8cihyhEaYjr/1YhWfMN6ABPe53ebEsx7LL6yBpvSeDx2ck6Xf9AIYtZSKpVCt9t1BozqB+p9to3Xue6WbVVHFPtPnfSql7Rf2A417jUDh/dyDLV8kjrZWB/KBWJTku74zffohp0kynk+q3rM4ljlFY4P660GpfKfnfccE5vpxPZqmSpP9RrrqDhLd0JX3MC626wp5X/KHfaZOgxVb9m6k1fZXtVBdITrMg3eR9uNfK17uGi7rc2k85SbdL/b48KAU2p0K1PxKCIdCMAfpUsmk+6c72ll81k1vjV6Q+azTEIgokLPCk1rnOh7fKDFkjXqFITps9oe1pnMXSqVUKvVXFoU665lss8UzOq7bB2pEKbV2QIvFTwqgKaVrXXwGQ/TytGyfE4AW772o68MWwcLymxZeo8CZAuoVcETOFE42eiN9aIDOKYg9H22Hb7vD+trJZ8StOVpBEfrqGk79DDa1FDtMysgtV0k9hkBgI1MnFUieLCRMvKZKnArTzjvdRM1jjf7ntFR35xXcEdFSENXwSzLVWOC403jRSMuQNhQU2OP77VGHcsCJmdJU6bRCOU7a7UaarWaA7+ZTAaFQuGYo8e2VcGOptnr/RqBod5Sw1EjEXyOYJ/v73Q6x+QN62oNLt94a4RBZZh10KmsphFLUiOCz/mMaJ2nvqiG5UPr3OGfzXZQ54eVNWyLGgk0Auwz2g82YmUBsq0T28Q2KIBUo0odCCxP54aOk8o/LZu8pUs2aBDZtqqRrnxOftOzlM86qeFJA4/ykmOqGM+eNqB7N3Au6LPARN5w3lsHFBDma2be0ChVPav8p+MMhDOKrKHma7Man5yzKiNJ3DdJMWytVkOj0cDq6ir29/dRKBQcjiQPplKpELbTqCN1tRpvKrM0ymsNNHUCs77kaZalR5rpfKPRzzZrUIHlsXwru1XHqN6yRrOOkzpCWTbryedVRqrstE4DddBom/icvpfOJMpplR/qrGW7WQ7bpRFmXRfNd1FmK1ZTvuJ46591+lknpfKmtTtU79KoJx7OZDLo9Xoh55DFhkEwyRhRPKn7jPD6YDBANptFvV73TZ+fik6l0d3pdDA3N4dWq4VSqeQ1OihMONHJiBwkq6z0WZ9xqYOmwsFnEP4khpvvN59RpIaHNaZ891vjltdGo6NN5Pr9fmi3ZzJaqVRCq9VCLpdDt9sFMNmdkn1GB4cKDQtIWA9tr62n3qdts89NGwte5/O+iJkVcNrvvjHTMlRoqnHsGxvrWLEC2TpibNtVIWsqJEGXAiutv75L+9D32cffvrHxjYGPN7U+Ojd8Y6JKQiNQmkKsQtc3Vr5xUocLl5n4xumsUrPZRBAEKBaLx+bHj5N/avAoWbljsxBIygfW0AmCyXEuvFf/EomEW39oQZ811pX/7FosBTrj8dhFZKjA+ddoNHBwcIDZ2Vl86lOfQiaTQbPZxObmJu7evYtut4t0Ou3Sz7LZrDsDnXIyl8s5gzufz4d2WrX9RjCjkTJGFBT06XozBdMa8WGbCHDUQWc3LNT5YtMtdez0Oa23yikdA5IvFdcaF3ZuKzBTQ1GdEer0sEBMI1cWGNvryjPKI7Y96lCw8kh5EpiAZcpuzTRQQ1nfRxDMdyooJ/9bw8iOmV1Tr+9Ro533R+u5jxPn9d7eHpaWlo7JPHV+M2pLDKm7XpO0v5WnrRGnhryOrTodgeObtXHuKg/RWNd5btugBq7yOuuspEdPaX3a7TZarRYymQyeeuoplEol5HI57O3tYWtryzki8vk8RqMRyuVyyEDTvtKoM+uic8LiBTo3uEmqOpI1e2c8DkfbNdDU7XZdX6hTQNees046d3ReKZ5Rh4CNsOqcVJ1mZYr2jY10W6eBruumcalOO3VmqBOYfMbPKmd8ut/aG8ordkNP1ScWL9rNzkjafv5xPPlfHeyMcCvO5dhyfqiOoCHPMVangs4F9iH5J5lMYmVlxdk275ZOndENAPV6HUtLS/jhD3+IUqnkhI01UOn5GY/HIc+dggA1QIBwCqvSNANXGdVnzEwzHqxCtkasjT74JqSP+N5kMon9/X2cO3fOeQCBo4iOCgr1IrItauwpUUDo8Qf0Ng6HQ5TLZezv7yOTyTjGZmpgNptFtVp1u0zTuGeKkq6/yGQyIe8r11xZQ5XjqP1Lw1X7W0FnKpUKnWGsY2THzTdW1qh8GKmxag1XX/2oiOl5532+OqkSsAawj1f1eR/vkR/U06zzaZpAZj0UmNs2al8xRYh80+l0Ql5VbYumv9lx1QjF4uLie7IW57RQPB7HlStXMB6PUavVjilM5ROrBMmHdm7pfaq8+V3XVfNPla7KXgVLwMSTrZsH+dLlFAwpqFPla0GuKlryTbPZxGAwQDqdxsLCAn7mZ34Gw+EQ29vb2N/fRyqVwuXLl/GJT3wCyWQSnU7HLWNoNBpuH5FisYggCNBsNpFOp5FMJl16Wr/fx2AwcPKGmR3b29tIJBKYnZ1Fu91Gu91GoVBAIpFAtVrFYDBAo9FwQDSVSiGXy7nN2bLZLPr9PnK5nCs7k8mEDEC2mxELAC4bTMeG0XMeo8koqkazdY2npk/zXRpVsUYqx0fXuur4KPDWiLkCKZar6ZrWUFF5ofLZJ68IztSoUlnHcu0RYmyXTUVW/tM0RrurMd9vI+BsK58ZjUZIp9Muc4fzQB0yHBeCdtbb59ggL74XYPI0UbvdxpNPPombN286cK8YUuUW5wJ1lnW6TDM+1KDj+GoGEf/rfOM4kpdtBFXnmqZCk0d0Az2bzcP62vcrNuL3TqfjZNsjjzyCYrGI0WiEer2Og4MDpFIpnDt3DleuXEGxWMT29jYWFhaws7ODRCKB/f19zMzMoFQqAYDDftlsFgcHB0in0+h2u05+jcdH+w4UCgWsr68jk8lgdnYWvV4Ph4eHKBQKyGQy2NraQiqVQrVadUuoeHywtovyU+crjzxUR4CmsRN/qROAfayp6JQbKovsudK69wXHTZ3RQHjZlI4PifeTNzVQobKPsoD3cd8B5QWWr/xrjWJ1slq7xup/fVZ5nI4Bnx1FHuU71KmuWXOKJYhJ1VCmvZDP59HtdtFut13fUZep7uHYcS6wbbqeO5PJvCep5cApNbo1RYIGo3qggeMGAZWYz+iYZljpZzVyfMxmvYokNSSsYFZD7GHGkDUQ1YMWBEfHXzQaDefhIdH7xw0jNI2EE6DX6zlDOJVKod/vOwESBEcRmVQqhSCYnFFoDT9+VqGl9aVgIINT0FHoqdDhpCXInJmZQavVcucQdjod5PN5tNttt/HBcDhEoVBAs9k8luZIYvqITnIKQ+AoMjg7O4t6vR5KWWb7dcLqeFMZWueNHV/lC8traphSyKjg8Bk8+qwq3mm/T7vm40UfsR7Ww893+uaQLZvfe70e8vk80ul0SNCpQLd9qHOO8z2TyaBWqzmve0RHNB6PsbGxgX6/j2w2G1q2ACCkuIHJ2FqDQ0GfepPJi5paqRty6ZpHjqk1SnReqLGvKW58J2UBgZDWU+ck60u5tb+/73aKpQFcqVQwOzvr5ngymcT9+/dDEaNut4tut4udnR3XTvLgzMwMcrkcgiBwRis39mEWEQAUi0Vn5HP9aDweR6FQwGg0cvVKp9MO4NJ4LpfLrrxOp+N4fDQaodlsIpfLodlsuvNZ6Qjo9XrufFj2JSNEhULBRT0YsS8WixgOh9jf33fykWCYfU4d0Wq1jqUGEthR/hAI0emaTqddG5k+y/HRKBvT+TlumjrLea8AkCCM6/yoM9SAtXyjKezkIQXXKmNGo1Ho5BOCP75HHQ6qj5VnFZNoBhOzJNT5xT5hHcmr+l72mcp6lZfWkc4/3YMhogkNh0McHh5ib28vZJxZ41V5nniAn9XAVjlhr3GMMpmMe78a2OQBdayoTFNDhRuYKXZRA4ZtYD3S6fQxna0yko6/XC7n5EyxWEQ+n3e4Z2ZmBru7uyGHEWUNAGxvbwOA0+XJZBKFQgEAnPzJZrNOZnKPD8pItpER9MXFRcTj8dBmlpSjCwsLSCQSyOVymJmZcXhta2sLs7OzAICDgwPMz8/j8PAQg8EAlUoFW1tbzihtNBouoymTyaBeryMIAncCSiKRcO1nFlOz2XSZtUxX51LVdDqNwWCA/f19zM7OuvK73a4z5hj0U7lIvstkMq6vOY52LBndJe+qLlYDmb+nUinMzMyg3++HZLk6NKmrVZ+TFNfpdeVP6xgnT1P2WCcUf1M7QPWB5X+bjq51oR2QSqXQbDZdf7FNvE9xN/UAl5KMx2MXDKSd8V7QqTS6gaPJPDs76zqfClFTf9QYUuWojEBSI1J/t0Y0hSM/AxNGVMNAlaq+Q0mNKZ8RpGkgbBcNbGCy9kJTSNRbNDs7G2JI+26tg+/7tN+0D9XrSwMVOA7s9SxCBaOMOHFseI19TGeAL8JiDVbtcx17C2h03RRJwZJOWi2fn+lp08nMaFgikUC73Ua5XHYOAUbu1UjxGcd2bHz8qLxB3vHxjxo205w50+aIlmuNLh9f++pnSb3to9HIGSjaN7YfFEDbua387vOqnnViSikVHfvRN4bKb4xaqycdCB+FSGBAuaNKHIBz0lnnoII2lq8AA5g43nTnXPIOAaBGZGiIVqvVUIpfNpvFk08+iXPnzjm+4b1MIxuPx2i1WseijyQ15EnvZ4qub84RbLVaLWck1ut1BzzH4zHm5+exsrLiIuPqkOCYcR1qEBwdu8koUzx+lBURj8edwU5gxD5Ip9NuV2WOmW6IxDr3ej3s7++jVquh1+u5vm632659OqbpdNpFqVg3RvAZpaMeIR/RgWuNdo0Msnw1XBVcqjGkWWCqs3w6nm3kOzk/1EHNe9leBY6Wn1Ve0hGs7VW5poa2GmN27ukzlKd0ekQUpng8jvPnz7tUczpaNLigTkOSGszq5Kee0nutw4NjpwYU68IyeJ8uF1FZzbmikWx10qsTgff0+3230Wg+n3eG4OXLlzE3N+fkPrEZM3VWVlbQaDQeyj+smwZ13in9uGM/raMDmKSsV6tVJyOZ0UlcOj8/j0Qi4caZTkye9MF5zKxKOv/4GzNm6YQkf3D8aYjn83knIzRbJp1Oo9frOYfrwcGBy56iEU0ZzeuVSsXJgUwm48YnlUq57+pwUX2tKd7sN59zxkboFRvoM1quYgGOvQaldM204mgavNRvrLNiDZanDiwtSx3jHE/2PcfEBsf0XbRD1JlJXWTts3dKp9bobrVaWF5exuuvv+48ZkB4tzr9zg4HwpsGkVTxWa86hYgaMpZ81y3zqpFtjWs1nmmo0RNHQapMYttIoGuN3Y+SMWJBPuA/u9x6ZXldU9s5ga1Rz/Kt4OdEIwjTyDIAt1sxvW/KCzbKzXsU8KixqMqg2WyiXC6j1Wo5TyqjNBTK6ihguhXXIenvll+tQWD71hq/03hU+9hH2j62W6/rb/rdBwTVKTQzM4NMJuPWY+tzdH6QOA5M6Uomk2i3287x9l4JzNNCmo6vvKPKzV7nn6bNkS/VIFePNN+l2UeMPlKuWZ7gn3r2df4zGsC6Mko6GAywt7cXWos3HA6xsrKCT3/6025NIYFjvV7Hm2++eaytH1XSOrL/GXX9KJGCHyAc1ctms5ibm3OZDeQn1XuUwbVaDXt7exgOh86psLW1heFwiFwu5yIZwBHIqtfrDrhmMhlUKpWQw5bAS6O+qs9ZV+1n1Rl280B9hvJJNyQLgsmxQ2oU+4hlWB5U8KqGGAExEDbygLBzRrMC+F+NPMUvEYWp1Wq5ZYqMzFpdDIRPCiEWsMsP1LnCpRwkYhXVoxw3NXSAsEOGOtMaszSydY6RZ3q9HhqNBnq9HlKplMuALJfLePzxx90yGO5H0Wq1sL6+HjL2P8pk5yXwzhyhh4eH71mdlHZ3dwFMx1KJxNEyqtnZWSQSCSwsLACYLBvimHKNfLVaxYMHD1wK/+zsLHZ3d52xz1RyOgwY2WaEvlAoHNtZnu8AEDLCgeM6CAjv10K+UwyhTn2fAc0sMhsUU/tIMaStA8vk+zk3aScVi0W0Wq1j9pUa+cSMzOSlfO12u5ifn39PlyeeWqObUQ0gnHJqPZTs7EQiEfL2A8cjflbgKFPwPuuNUWCq5fqMHyswgiBwET8Kznw+H/K+E6DwOwW6nRgfdWF5UkidJHpN/1sngRr/TEvn+b25XM4pQHpIgclRElZQ6LhTkKpxbqO8mmlgy2OdLb/bdlkem9YXlsf1Hl/5th95P9P0mEZJ4aibxqkiYP00Q4Ae7GKxGK3n9hCBOmka75LPqJR5Xf+roaIbufAeKnG9xnJp+PA3TScjWNXUYDWYOp0OqtUqut2uS4d++umnQ9FRpoXt7u5ia2vr/e7WiOCPZHHO/qQAOBY7Sredn593n8lfo9EI+/v7ePDgAba2tjAajbCwsICVlRXMz89jZmYGtVoNd+7cwdbWFgqFgktrp5PC6l+f0xoIbyrkk/vqoFf5xu9MleX8USygRpLOCT7PvuQzNqpOHGCj3Tr/dP6yTAWuqi8iChMBuTo1NBOORGcLs0yAyfIEDW5oRI3XOAaaOaH6mfsysDyVk6oD+X5gsvaXy0cYHc5mswCA69evO8dUt9tFqVRCs9lEo9F434zNiMI0DY/T8P1JaG9vD+l0GouLi0ilUrh69SpSqRSWlpYAHK2T39/fx/7+PgCgVCphYWEBuVwO5XIZu7u72N3dxd7enlsTz8xCrQNlGWUkeVgdklYWAsczlyyG5G+asWE36tTIOa/ZMrRczgumzjNLhc55dWJyfms2FjEkP3e7XSwsLLhsrPeCTqTR/ZN4sJgqSMMEgNugi0aQpkAOBoNQGhEwEV6McOpEUcBojXNGcDR90zKdPqNrF0isA9cAttttBEHgPJDcrOe92lEvog+POKa6hov8QlKju1arhQweRsl3d3edkcp7NR3xx2U1+CLSFtixbvxsPZoAQufmKs9TiKqQY7ut40LP09XvCk4419TYpgHHnfhpnPkMAd2M7jQR20O5N40ICq0n+2FlTjMw7G8+R6LerzxjnUlcx6bGApWrpp9ls1ksLy+7HcG5zlr1wmkb27NE3W7XpbySyCuFQgGPPvoocrkc4vE4Wq0W6vU6NjY2XFroY4895jJeut2uc3QykqGGr4I9Aj2+z0e+qLUatvaaRpitYaXOrGmOfS2HZWiWnn2/AmDrYFBj0DoglCg/TuMc+kkwZCwWc0vFmAVJ3aYYkjyUSCTQ6XSc01j7WdPI1ajgOFrdywARTyBgBFH3GlAnC39jfVhuPH60PKRQKKDT6bglHmwPMFlzHdHJo2k6PhY72pvj/PnzLmjX7XbR6XTcXgWZTAaXLl3CaDRy6/a3trbc8gPKCspDzTrjZ18gBQhnf1DuWjmm8k6d9sDxzFRd/qPZH+rMUhuKaf6aQaL7Hei80TXcwASHMy0dONJFFkO+U/wYC06gRL116xYeeeSRD7saEUUU0Smg+/fv48KFCx92Nd4zWl9fx8WLFz/sakQUUUSngE6bfAQiDBlRRBG9N/TTyscTGemem5sDANy7dw/lcvlDrs17S/V6HRcvXsT9+/fdcQqnhU5r205ru4DT3bYgCNBoNLC6uvphV+U9pdXVVdy4cQNPPPHEqRu308yPUdtOHp3WdgGnVz4CEYY8iXRa2wVEbTuJ9E7l44k0upmyUy6XT9UgKpVKpahtJ4xOa7uA09u20wa4gMmuu8DpHbfT2i4gattJpNPartMoH4EIQ55kOq3tAqK2nTR6J/Ix/uNviSiiiCKKKKKIIooooogiiiiiiN4JRUZ3RBFFFFFEEUUUUUQRRRRRRBG9T3Qije50Oo1//a//tdvZ+zRR1LaTR6e1XcDpbttpptM6bqe1XUDUtpNIp7Vdp51O87id1rad1nYBUdvOEp3I3csjiiiiiCKKKKKIIooooogiiugk0ImMdEcUUUQRRRRRRBFFFFFEEUUU0UmgyOiOKKKIIooooogiiiiiiCKKKKL3iSKjO6KIIooooogiiiiiiCKKKKKI3ieKjO6IIooooogiiiiiiCKKKKKIInqf6EQa3f/hP/wHrK2tIZPJ4JlnnsF3v/vdD7tKD6X/+3//L/76X//rWF1dRSwWw+/+7u+Gfg+CAP/qX/0rnDt3DtlsFs899xzeeuut0D0HBwf4xV/8RZRKJVQqFfy9v/f30Gw2P8BW+OkrX/kKPvvZz6JYLGJpaQl/62/9Ldy8eTN0T7fbxZe+9CXMz8+jUCjg53/+57G9vR265969e/i5n/s55HI5LC0t4Z/8k3+C4XD4QTYlRL/1W7+Fp59+GqVSCaVSCc8++yz+4A/+wP1+Ets0jX7jN34DsVgMv/qrv+qunab2nTU6afIROL0y8rTKR+DsyMhIPp4uiuRjJB8/CIrk48lv2/tCwQmjr371q0EqlQr+03/6T8Hrr78e/P2///eDSqUSbG9vf9hVm0q///u/H/yLf/Evgv/xP/5HACD42te+Fvr9N37jN4JyuRz87u/+bvDyyy8Hf+Nv/I3gypUrQafTcff8lb/yV4JPfOITwfPPPx/8v//3/4Jr164Fv/ALv/ABt+Q4/ezP/mzw27/928Frr70WvPTSS8Ff+2t/Lbh06VLQbDbdPb/8y78cXLx4MfjGN74RfP/73w/+zJ/5M8HnP/959/twOAyeeuqp4LnnngtefPHF4Pd///eDhYWF4J/9s3/2YTQpCIIg+J//838G//t//+/gzTffDG7evBn883/+z4OZmZngtddeC4LgZLbJR9/97neDtbW14Omnnw5+5Vd+xV0/Le07a3QS5WMQnF4ZeVrlYxCcDRkZycfTRZF8jOTjB0WRfDzZbXu/6MQZ3Z/73OeCL33pS+77aDQKVldXg6985SsfYq1+crICczweBysrK8G/+Tf/xl2rVqtBOp0O/ut//a9BEATBjRs3AgDB9773PXfPH/zBHwSxWCzY2Nj4wOr+k9DOzk4AIPjWt74VBMFRW2ZmZoL/9t/+m7vnhz/8YQAg+Pa3vx0EwZFCicfjwdbWlrvnt37rt4JSqRT0er0PtgEPodnZ2eA//sf/eGra1Gg0guvXrwdf//rXg7/wF/6CE5qnpX1nkU66fAyC0y0jT7N8DILTJSMj+Xj6KJKPkXz8MCmSjyejbe8nnaj08n6/jxdeeAHPPfecuxaPx/Hcc8/h29/+9odYs3dOt2/fxtbWVqhN5XIZzzzzjGvTt7/9bVQqFXzmM59x9zz33HOIx+P4zne+84HX+WFUq9UAAHNzcwCAF154AYPBINS+xx9/HJcuXQq17+Mf/ziWl5fdPT/7sz+Ler2O119//QOsvZ9GoxG++tWvotVq4dlnnz0VbQKAL33pS/i5n/u5UDuA0zFmZ5FOo3wETpeMPI3yETidMjKSj6eLIvkYyccPiyL5eLLa9n5S8sOuwE9De3t7GI1GoYECgOXlZbzxxhsfUq3eHW1tbQGAt038bWtrC0tLS6Hfk8kk5ubm3D0fBRqPx/jVX/1V/Nk/+2fx1FNPATiqeyqVQqVSCd1r2+drP3/7sOjVV1/Fs88+i263i0KhgK997Wt44okn8NJLL53YNpG++tWv4gc/+AG+973vHfvtJI/ZWabTKB+B0yMjT5t8BE6vjIzk4+mjSD5G8vGDpkg+TuiktO39phNldEf00aYvfelLeO211/Anf/InH3ZV3hN67LHH8NJLL6FWq+G///f/ji9+8Yv41re+9WFX613T/fv38Su/8iv4+te/jkwm82FXJ6KIzgSdNvkInE4ZGcnHiCL64CmSjyeDIvn47uhEpZcvLCwgkUgc2wVve3sbKysrH1Kt3h2x3g9r08rKCnZ2dkK/D4dDHBwcfGTa/eUvfxn/63/9L/zRH/0RLly44K6vrKyg3++jWq2G7rft87Wfv31YlEqlcO3aNXz605/GV77yFXziE5/Av/t3/+5Etwk4Sv/Z2dnBpz71KSSTSSSTSXzrW9/Cb/7mbyKZTGJ5eflEt++s0mmUj8DpkJGnUT4Cp1NGRvLxdFIkHyP5+EFTJB8ndBLa9kHQiTK6U6kUPv3pT+Mb3/iGuzYej/GNb3wDzz777IdYs3dOV65cwcrKSqhN9Xod3/nOd1ybnn32WVSrVbzwwgvunm9+85sYj8d45plnPvA6KwVBgC9/+cv42te+hm9+85u4cuVK6PdPf/rTmJmZCbXv5s2buHfvXqh9r776akgpfP3rX0epVMITTzzxwTTkJ6DxeIxer3fi2/SFL3wBr776Kl566SX395nPfAa/+Iu/6D6f5PadVTqN8hE42TLyLMlH4HTIyEg+nk6K5GMkHz9siuTjR7ttHwh9yBu5/dT01a9+NUin08Hv/M7vBDdu3Ah+6Zd+KahUKqFd8D5q1Gg0ghdffDF48cUXAwDBv/23/zZ48cUXg7t37wZBcHTcQ6VSCX7v934veOWVV4K/+Tf/pve4h5/5mZ8JvvOd7wR/8id/Ely/fv1DP+4hCILgH/yDfxCUy+Xgj//4j4PNzU3312633T2//Mu/HFy6dCn45je/GXz/+98Pnn322eDZZ591v/P4gL/8l/9y8NJLLwV/+Id/GCwuLn6oxwf82q/9WvCtb30ruH37dvDKK68Ev/ZrvxbEYrHg//yf/xMEwcls08NId58MgtPXvrNCJ1E+BsHplZGnVT4GwdmSkZF8PB0UycdIPn5QFMnH09G295pOnNEdBEHw7//9vw8uXboUpFKp4HOf+1zw/PPPf9hVeij90R/9UQDg2N8Xv/jFIAiOjnz4l//yXwbLy8tBOp0OvvCFLwQ3b94MlbG/vx/8wi/8QlAoFIJSqRT8nb/zd4JGo/EhtCZMvnYBCH77t3/b3dPpdIJ/+A//YTA7Oxvkcrngb//tvx1sbm6Gyrlz507wV//qXw2y2WywsLAQ/ON//I+DwWDwAbdmQn/37/7d4PLly0EqlQoWFxeDL3zhC05YBsHJbNPDyArN09a+s0QnTT4GwemVkadVPgbB2ZKRkXw8PRTJx0g+fhAUycfT0bb3mmJBEATvbyw9oogiiiiiiCKKKKKIIooooojOJp2oNd0RRRRRRBFFFFFEEUUUUUQRRXSSKDK6I4oooogiiiiiiCKKKKKIIorofaLI6I4ooogiiiiiiCKKKKKIIooooveJIqM7oogiiiiiiCKKKKKIIooooojeJ4qM7ogiiiiiiCKKKKKIIooooogiep8oMrojiiiiiCKKKKKIIooooogiiuh9osjojiiiiCKKKKKIIooooogiiiii94kiozuiiCKKKKKIIooooogiiiiiiN4niozuiCKKKKKIIooooogiiiiiiCJ6nygyuiOKKKKIIooooogiiiiiiCKK6H2iyOiOKKKIIooooogiiiiiiCKKKKL3iSKjO6KIIooooogiiiiiiCKKKKKI3if6/ycrTQsYT8EcAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 1200x800 with 3 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from scipy.ndimage import convolve\n",
+    "\n",
+    "# Define second-order derivative kernels\n",
+    "kernel_xx = np.array([[1, -2, 1],\n",
+    "                      [1, -2, 1],\n",
+    "                      [1, -2, 1]])\n",
+    "\n",
+    "kernel_yy = np.array([[1, 1, 1],\n",
+    "                      [-2, -2, -2],\n",
+    "                      [1, 1, 1]])\n",
+    "\n",
+    "# Apply convolution\n",
+    "gradient_xx = convolve(image, kernel_xx)\n",
+    "gradient_yy = convolve(image, kernel_yy)\n",
+    "\n",
+    "# Combine second-order gradients\n",
+    "gradient_combined = gradient_xx + gradient_yy\n",
+    "\n",
+    "# Display the results\n",
+    "plt.figure(figsize=(12, 8))\n",
+    "plt.subplot(1, 3, 1)\n",
+    "plt.title('Second Derivative X')\n",
+    "plt.imshow(gradient_xx, cmap='gray')\n",
+    "\n",
+    "plt.subplot(1, 3, 2)\n",
+    "plt.title('Second Derivative Y')\n",
+    "plt.imshow(gradient_yy, cmap='gray')\n",
+    "\n",
+    "plt.subplot(1, 3, 3)\n",
+    "plt.title('Combined Second Order Gradient')\n",
+    "plt.imshow(gradient_combined, cmap='gray')\n",
+    "\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from scipy.ndimage import laplace\n",
+    "\n",
+    "# Compute Laplacian using SciPy\n",
+    "laplacian_scipy = laplace(image)\n",
+    "\n",
+    "plt.imshow(laplacian_scipy, cmap='gray')\n",
+    "plt.title('Second Order Gradient (SciPy Laplace)')\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Morphology in binary image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x26730580040>"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "\n",
+    "plt.imshow(image, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x26730653580>"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# make image binary using otsus method\n",
+    "from skimage.filters import threshold_otsu\n",
+    "\n",
+    "thresh = threshold_otsu(image)\n",
+    "image_binary = image > thresh\n",
+    "\n",
+    "plt.imshow(image_binary, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1800x600 with 3 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Apply binary opening\n",
+    "from skimage.morphology import binary_opening, disk, binary_erosion\n",
+    "\n",
+    "# Do separate binary openings\n",
+    "image_opened = image_binary.copy()\n",
+    "for i in range(3):\n",
+    "    image_opened = binary_erosion(image_opened, disk(1))\n",
+    "\n",
+    "# Calculate the difference\n",
+    "difference = image_binary.astype(int) - image_opened.astype(int)\n",
+    "\n",
+    "# Display the original binary image, the opened image, and the difference\n",
+    "plt.figure(figsize=(18, 6))\n",
+    "plt.subplot(1, 3, 1)\n",
+    "plt.title('Original Binary Image')\n",
+    "plt.imshow(image_binary, cmap='gray')\n",
+    "\n",
+    "plt.subplot(1, 3, 2)\n",
+    "plt.title('Opened Image')\n",
+    "plt.imshow(image_opened, cmap='gray')\n",
+    "\n",
+    "plt.subplot(1, 3, 3)\n",
+    "plt.title('Difference Image')\n",
+    "plt.imshow(difference, cmap='gray')\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Try canny first then binary"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x26733e91de0>"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.feature import canny\n",
+    "smoothed_img = gaussian(image, sigma=2.5)\n",
+    "edges = canny(smoothed_img)\n",
+    "plt.imshow(edges, cmap='gray')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.morphology import binary_closing, disk\n",
+    "\n",
+    "# Perform binary closing\n",
+    "closed_edges = binary_closing(edges, disk(3))\n",
+    "closed_edges = binary_closing(closed_edges, disk(3))\n",
+    "\n",
+    "# Display the result\n",
+    "plt.imshow(closed_edges, cmap='gray')\n",
+    "plt.title('Binary Closing on Edges')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "image_binary = image > 0.75\n",
+    "\n",
+    "smoothed_img_binary = gaussian(image_binary.astype(float), sigma=2.5)\n",
+    "edges_binary = canny(smoothed_img_binary)\n",
+    "plt.imshow(edges_binary, cmap='gray')\n",
+    "plt.title('Edges on Binary Image')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tests/mypoints.npy b/tests/mypoints.npy
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diff --git a/tests/mypointsmore.npy b/tests/mypointsmore.npy
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diff --git a/tests/simple_image.png b/tests/simple_image.png
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diff --git a/tests/simple_points.npy b/tests/simple_points.npy
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diff --git a/tests/skimage_test.ipynb b/tests/skimage_test.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..57f70022da69a266d494ce50ff0dccbe6d9502d5
--- /dev/null
+++ b/tests/skimage_test.ipynb
@@ -0,0 +1,22089 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "from scipy.interpolate import RectBivariateSpline\n",
+    "from skimage._shared.utils import _supported_float_type\n",
+    "from skimage.util import img_as_float\n",
+    "from skimage.filters import sobel\n",
+    "\n",
+    "\n",
+    "def active_contour(\n",
+    "    image,\n",
+    "    snake,\n",
+    "    alpha=0.01,\n",
+    "    beta=0.1,\n",
+    "    w_line=0,\n",
+    "    w_edge=1,\n",
+    "    gamma=0.01,\n",
+    "    max_px_move=1.0,\n",
+    "    max_num_iter=2500,\n",
+    "    convergence=0.1,\n",
+    "    *,\n",
+    "    boundary_condition='periodic',\n",
+    "):\n",
+    "    \"\"\"Active contour model.\n",
+    "\n",
+    "    Active contours by fitting snakes to features of images. Supports single\n",
+    "    and multichannel 2D images. Snakes can be periodic (for segmentation) or\n",
+    "    have fixed and/or free ends.\n",
+    "    The output snake has the same length as the input boundary.\n",
+    "    As the number of points is constant, make sure that the initial snake\n",
+    "    has enough points to capture the details of the final contour.\n",
+    "\n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    image : (M, N) or (M, N, 3) ndarray\n",
+    "        Input image.\n",
+    "    snake : (K, 2) ndarray\n",
+    "        Initial snake coordinates. For periodic boundary conditions, endpoints\n",
+    "        must not be duplicated.\n",
+    "    alpha : float, optional\n",
+    "        Snake length shape parameter. Higher values makes snake contract\n",
+    "        faster.\n",
+    "    beta : float, optional\n",
+    "        Snake smoothness shape parameter. Higher values makes snake smoother.\n",
+    "    w_line : float, optional\n",
+    "        Controls attraction to brightness. Use negative values to attract\n",
+    "        toward dark regions.\n",
+    "    w_edge : float, optional\n",
+    "        Controls attraction to edges. Use negative values to repel snake from\n",
+    "        edges.\n",
+    "    gamma : float, optional\n",
+    "        Explicit time stepping parameter.\n",
+    "    max_px_move : float, optional\n",
+    "        Maximum pixel distance to move per iteration.\n",
+    "    max_num_iter : int, optional\n",
+    "        Maximum iterations to optimize snake shape.\n",
+    "    convergence : float, optional\n",
+    "        Convergence criteria.\n",
+    "    boundary_condition : string, optional\n",
+    "        Boundary conditions for the contour. Can be one of 'periodic',\n",
+    "        'free', 'fixed', 'free-fixed', or 'fixed-free'. 'periodic' attaches\n",
+    "        the two ends of the snake, 'fixed' holds the end-points in place,\n",
+    "        and 'free' allows free movement of the ends. 'fixed' and 'free' can\n",
+    "        be combined by parsing 'fixed-free', 'free-fixed'. Parsing\n",
+    "        'fixed-fixed' or 'free-free' yields same behaviour as 'fixed' and\n",
+    "        'free', respectively.\n",
+    "\n",
+    "    Returns\n",
+    "    -------\n",
+    "    snake : (K, 2) ndarray\n",
+    "        Optimised snake, same shape as input parameter.\n",
+    "\n",
+    "    References\n",
+    "    ----------\n",
+    "    .. [1]  Kass, M.; Witkin, A.; Terzopoulos, D. \"Snakes: Active contour\n",
+    "            models\". International Journal of Computer Vision 1 (4): 321\n",
+    "            (1988). :DOI:`10.1007/BF00133570`\n",
+    "\n",
+    "    Examples\n",
+    "    --------\n",
+    "    >>> from skimage.draw import circle_perimeter\n",
+    "    >>> from skimage.filters import gaussian\n",
+    "\n",
+    "    Create and smooth image:\n",
+    "\n",
+    "    >>> img = np.zeros((100, 100))\n",
+    "    >>> rr, cc = circle_perimeter(35, 45, 25)\n",
+    "    >>> img[rr, cc] = 1\n",
+    "    >>> img = gaussian(img, sigma=2, preserve_range=False)\n",
+    "\n",
+    "    Initialize spline:\n",
+    "\n",
+    "    >>> s = np.linspace(0, 2*np.pi, 100)\n",
+    "    >>> init = 50 * np.array([np.sin(s), np.cos(s)]).T + 50\n",
+    "\n",
+    "    Fit spline to image:\n",
+    "\n",
+    "    >>> snake = active_contour(img, init, w_edge=0, w_line=1)  # doctest: +SKIP\n",
+    "    >>> dist = np.sqrt((45-snake[:, 0])**2 + (35-snake[:, 1])**2)  # doctest: +SKIP\n",
+    "    >>> int(np.mean(dist))  # doctest: +SKIP\n",
+    "    25\n",
+    "\n",
+    "    \"\"\"\n",
+    "    max_num_iter = int(max_num_iter)\n",
+    "    if max_num_iter <= 0:\n",
+    "        raise ValueError(\"max_num_iter should be >0.\")\n",
+    "    convergence_order = 10\n",
+    "    valid_bcs = [\n",
+    "        'periodic',\n",
+    "        'free',\n",
+    "        'fixed',\n",
+    "        'free-fixed',\n",
+    "        'fixed-free',\n",
+    "        'fixed-fixed',\n",
+    "        'free-free',\n",
+    "    ]\n",
+    "    if boundary_condition not in valid_bcs:\n",
+    "        raise ValueError(\n",
+    "            \"Invalid boundary condition.\\n\"\n",
+    "            + \"Should be one of: \"\n",
+    "            + \", \".join(valid_bcs)\n",
+    "            + '.'\n",
+    "        )\n",
+    "\n",
+    "    img = img_as_float(image)\n",
+    "    float_dtype = _supported_float_type(image.dtype)\n",
+    "    img = img.astype(float_dtype, copy=False)\n",
+    "\n",
+    "    RGB = img.ndim == 3\n",
+    "\n",
+    "    # Find edges using sobel:\n",
+    "    if w_edge != 0:\n",
+    "        if RGB:\n",
+    "            edge = [sobel(img[:, :, 0]), sobel(img[:, :, 1]), sobel(img[:, :, 2])]\n",
+    "        else:\n",
+    "            edge = [sobel(img)]\n",
+    "    else:\n",
+    "        edge = [0]\n",
+    "\n",
+    "    # Superimpose intensity and edge images:\n",
+    "    if RGB:\n",
+    "        img = w_line * np.sum(img, axis=2) + w_edge * sum(edge)\n",
+    "    else:\n",
+    "        img = w_line * img + w_edge * edge[0]\n",
+    "\n",
+    "    # Interpolate for smoothness:\n",
+    "    intp = RectBivariateSpline(\n",
+    "        np.arange(img.shape[1]), np.arange(img.shape[0]), img.T, kx=2, ky=2, s=0\n",
+    "    )\n",
+    "\n",
+    "    snake_xy = snake[:, ::-1]\n",
+    "    x = snake_xy[:, 0].astype(float_dtype)\n",
+    "    y = snake_xy[:, 1].astype(float_dtype)\n",
+    "    n = len(x)\n",
+    "    xsave = np.empty((convergence_order, n), dtype=float_dtype)\n",
+    "    ysave = np.empty((convergence_order, n), dtype=float_dtype)\n",
+    "\n",
+    "    # Build snake shape matrix for Euler equation in double precision\n",
+    "    eye_n = np.eye(n, dtype=float)\n",
+    "    a = (\n",
+    "        np.roll(eye_n, -1, axis=0) + np.roll(eye_n, -1, axis=1) - 2 * eye_n\n",
+    "    )  # second order derivative, central difference\n",
+    "    b = (\n",
+    "        np.roll(eye_n, -2, axis=0)\n",
+    "        + np.roll(eye_n, -2, axis=1)\n",
+    "        - 4 * np.roll(eye_n, -1, axis=0)\n",
+    "        - 4 * np.roll(eye_n, -1, axis=1)\n",
+    "        + 6 * eye_n\n",
+    "    )  # fourth order derivative, central difference\n",
+    "    A = -alpha * a + beta * b\n",
+    "\n",
+    "    # Impose boundary conditions different from periodic:\n",
+    "    sfixed = False\n",
+    "    if boundary_condition.startswith('fixed'):\n",
+    "        A[0, :] = 0\n",
+    "        A[1, :] = 0\n",
+    "        A[1, :3] = [1, -2, 1]\n",
+    "        sfixed = True\n",
+    "    efixed = False\n",
+    "    if boundary_condition.endswith('fixed'):\n",
+    "        A[-1, :] = 0\n",
+    "        A[-2, :] = 0\n",
+    "        A[-2, -3:] = [1, -2, 1]\n",
+    "        efixed = True\n",
+    "    sfree = False\n",
+    "    if boundary_condition.startswith('free'):\n",
+    "        A[0, :] = 0\n",
+    "        A[0, :3] = [1, -2, 1]\n",
+    "        A[1, :] = 0\n",
+    "        A[1, :4] = [-1, 3, -3, 1]\n",
+    "        sfree = True\n",
+    "    efree = False\n",
+    "    if boundary_condition.endswith('free'):\n",
+    "        A[-1, :] = 0\n",
+    "        A[-1, -3:] = [1, -2, 1]\n",
+    "        A[-2, :] = 0\n",
+    "        A[-2, -4:] = [-1, 3, -3, 1]\n",
+    "        efree = True\n",
+    "\n",
+    "    # Only one inversion is needed for implicit spline energy minimization:\n",
+    "    inv = np.linalg.inv(A + gamma * eye_n)\n",
+    "    # can use float_dtype once we have computed the inverse in double precision\n",
+    "    inv = inv.astype(float_dtype, copy=False)\n",
+    "\n",
+    "    ####### OURS #######\n",
+    "    energies = np.zeros((max_num_iter, 3), dtype=float_dtype)\n",
+    "\n",
+    "\n",
+    "    # Explicit time stepping for image energy minimization:\n",
+    "    for i in range(max_num_iter):\n",
+    "        # RectBivariateSpline always returns float64, so call astype here\n",
+    "        fx = intp(x, y, dx=1, grid=False).astype(float_dtype, copy=False)\n",
+    "        fy = intp(x, y, dy=1, grid=False).astype(float_dtype, copy=False)\n",
+    "\n",
+    "        if sfixed:\n",
+    "            fx[0] = 0\n",
+    "            fy[0] = 0\n",
+    "        if efixed:\n",
+    "            fx[-1] = 0\n",
+    "            fy[-1] = 0\n",
+    "        if sfree:\n",
+    "            fx[0] *= 2\n",
+    "            fy[0] *= 2\n",
+    "        if efree:\n",
+    "            fx[-1] *= 2\n",
+    "            fy[-1] *= 2\n",
+    "        xn = inv @ (gamma * x + fx)\n",
+    "        yn = inv @ (gamma * y + fy)\n",
+    "\n",
+    "        # Movements are capped to max_px_move per iteration:\n",
+    "        dx = max_px_move * np.tanh(xn - x)\n",
+    "        dy = max_px_move * np.tanh(yn - y)\n",
+    "        if sfixed:\n",
+    "            dx[0] = 0\n",
+    "            dy[0] = 0\n",
+    "        if efixed:\n",
+    "            dx[-1] = 0\n",
+    "            dy[-1] = 0\n",
+    "        x += dx\n",
+    "        y += dy\n",
+    "\n",
+    "\n",
+    "        ######## OURS #######\n",
+    "        shape_energy = x @ (A @ x) + y @ (A @ y)\n",
+    "        image_energy = np.sum(intp(x, y, grid=False))\n",
+    "        total_energy = shape_energy + image_energy\n",
+    "\n",
+    "        energies[i, 0] = shape_energy\n",
+    "        energies[i, 1] = image_energy\n",
+    "        energies[i, 2] = total_energy\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "        # Convergence criteria needs to compare to a number of previous\n",
+    "        # configurations since oscillations can occur.\n",
+    "        j = i % (convergence_order + 1)\n",
+    "        if j < convergence_order:\n",
+    "            xsave[j, :] = x\n",
+    "            ysave[j, :] = y\n",
+    "        else:\n",
+    "            dist = np.min(\n",
+    "                np.max(np.abs(xsave - x[None, :]) + np.abs(ysave - y[None, :]), 1)\n",
+    "            )\n",
+    "            if dist < convergence:\n",
+    "                break\n",
+    "\n",
+    "    energies = energies[: i + 1]\n",
+    "\n",
+    "    return np.stack([y, x], axis=1), energies"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot_energies(energies):\n",
+    "    \"\"\"\n",
+    "    Plot the shape, image, and total energies over the iterations.\n",
+    "    \n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    energies : (num_iterations, 3) ndarray\n",
+    "        2D array where\n",
+    "        - energies[:, 0] = shape_energy\n",
+    "        - energies[:, 1] = image_energy\n",
+    "        - energies[:, 2] = total_energy\n",
+    "    \"\"\"\n",
+    "    plt.figure(figsize=(8, 6))\n",
+    "    plt.plot(energies[:, 0], label='Shape Energy')\n",
+    "    plt.plot(energies[:, 1], label='Image Energy')\n",
+    "    plt.plot(energies[:, 2], label='Total Energy')\n",
+    "\n",
+    "    plt.xlabel('Iteration')\n",
+    "    plt.ylabel('Energy')\n",
+    "    plt.title('Evolution of Energies')\n",
+    "    plt.legend()\n",
+    "    plt.grid(True)\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot_energies_specific(energies, iteration_range):\n",
+    "    \"\"\"\n",
+    "    Plot the shape, image, and total energies over the iterations.\n",
+    "    \n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    energies : (num_iterations, 3) ndarray\n",
+    "        2D array where\n",
+    "        - energies[:, 0] = shape_energy\n",
+    "        - energies[:, 1] = image_energy\n",
+    "        - energies[:, 2] = total_energy\n",
+    "    \"\"\"\n",
+    "    import matplotlib.pyplot as plt\n",
+    "\n",
+    "    lower = iteration_range[0]\n",
+    "    upper = iteration_range[1]\n",
+    "\n",
+    "    plt.figure(figsize=(8, 6))\n",
+    "    plt.plot(range(lower, upper), energies[lower:upper, 0], label='Shape Energy')\n",
+    "    plt.plot(range(lower, upper), energies[lower:upper, 1], label='Image Energy')\n",
+    "    plt.plot(range(lower, upper), energies[lower:upper, 2], label='Total Energy')\n",
+    "\n",
+    "    plt.xlabel('Iteration')\n",
+    "    plt.ylabel('Energy')\n",
+    "    plt.title('Evolution of Energies')\n",
+    "    plt.legend()\n",
+    "    plt.grid(True)\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as mpimg\n",
+    "\n",
+    "simple_image = mpimg.imread('simple_image.png')\n",
+    "simple_image = simple_image[:, :, 0]  # remove unnecessary coordinates\n",
+    "\n",
+    "simple_points = np.load('simple_points.npy')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def interpolate_user_points(user_points, min_points=1, max_points=5):\n",
+    "    new_points = []\n",
+    "    for i in range(len(user_points) - 1):\n",
+    "        start_point = user_points[i]\n",
+    "        end_point = user_points[i + 1]\n",
+    "        distance = np.linalg.norm(end_point - start_point)\n",
+    "        num_points = int(np.clip(distance / 10, min_points, max_points))\n",
+    "        \n",
+    "        x = np.linspace(start_point[0], end_point[0], num_points)\n",
+    "        y = np.linspace(start_point[1], end_point[1], num_points)\n",
+    "        \n",
+    "        new_points.extend(np.vstack((x, y)).T)\n",
+    "    \n",
+    "    return np.array(new_points)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "points = interpolate_user_points(simple_points, min_points=5, max_points=20)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(simple_image, cmap='gray')\n",
+    "plt.plot(points[:, 0], points[:, 1], 'r-')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_imgc71c3bb1562e420e8fc6d46ad750245b\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_sliderc71c3bb1562e420e8fc6d46ad750245b\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"animc71c3bb1562e420e8fc6d46ad750245b.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"animc71c3bb1562e420e8fc6d46ad750245b.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_selectc71c3bb1562e420e8fc6d46ad750245b\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_c71c3bb1562e420e8fc6d46ad750245b\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_c71c3bb1562e420e8fc6d46ad750245b\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_c71c3bb1562e420e8fc6d46ad750245b\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_c71c3bb1562e420e8fc6d46ad750245b\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_c71c3bb1562e420e8fc6d46ad750245b\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_c71c3bb1562e420e8fc6d46ad750245b\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_imgc71c3bb1562e420e8fc6d46ad750245b\";\n",
+       "    var slider_id = \"_anim_sliderc71c3bb1562e420e8fc6d46ad750245b\";\n",
+       "    var loop_select_id = \"_anim_loop_selectc71c3bb1562e420e8fc6d46ad750245b\";\n",
+       "    var frames = new Array(49);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
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+       "MAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBER\\\n",
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+       "IBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERER\\\n",
+       "KQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAAS\\\n",
+       "ERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHC\\\n",
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+       "EZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwD\\\n",
+       "IBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERER\\\n",
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+       "/bXRqVMnIyAgwGjXrp0xY8YMl/r6+PvMMAxj4cKFBlDlWAyj/v6s5eRZDMMwamXoUURERERqhe4B\\\n",
+       "FBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBERETEZBUARERER\\\n",
+       "k1EAFBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBERETEZBUAR\\\n",
+       "ERERk1EAFBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBERETEZ\\\n",
+       "BUARERERk1EAFBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBERETEZBUARERERk1EAFBER\\\n",
+       "ETGZ/weYOPshSncD+AAAAABJRU5ErkJggg==\\\n",
+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        animc71c3bb1562e420e8fc6d46ad750245b = new Animation(frames, img_id, slider_id, 200.0,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from matplotlib.animation import FuncAnimation\n",
+    "from IPython.display import HTML\n",
+    "\n",
+    "image = simple_image\n",
+    "\n",
+    "mypoints = points\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "ax.imshow(image, cmap='gray')\n",
+    "line, = ax.plot([], [], '-b', lw=3)\n",
+    "\n",
+    "def init():\n",
+    "    line.set_data([], [])\n",
+    "    return line,\n",
+    "\n",
+    "def update(num):\n",
+    "    snake, energies = active_contour(image, mypoints, alpha=0.01, beta=5, w_line=-5, gamma=0.1, max_num_iter=num, boundary_condition='fixed')\n",
+    "    line.set_data(snake[:, 0], snake[:, 1])\n",
+    "    return line,\n",
+    "\n",
+    "ani = FuncAnimation(fig, update, frames=range(1, 50), init_func=init, blit=True)\n",
+    "HTML(ani.to_jshtml())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "snake, energies = active_contour(image, mypoints, alpha=0.01, beta=5, w_line=-5, gamma=0.1, max_num_iter=50, boundary_condition='fixed')\n",
+    "plot_energies(energies)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot_energies_specific(energies, [35, 50])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image_energy = energies[:,1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x21aa2e1df00>]"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(image_energy)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 900x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from skimage.color import rgb2gray\n",
+    "from skimage import data\n",
+    "from skimage.filters import gaussian\n",
+    "\n",
+    "img = data.text()\n",
+    "\n",
+    "r = np.linspace(136, 50, 100)\n",
+    "c = np.linspace(5, 424, 100)\n",
+    "init = np.array([r, c]).T\n",
+    "\n",
+    "\n",
+    "snake, energies = active_contour(\n",
+    "    gaussian(img, sigma=1, preserve_range=False),\n",
+    "    init,\n",
+    "    boundary_condition='fixed',\n",
+    "    alpha=0.1,\n",
+    "    beta=1.0,\n",
+    "    w_line=-5,\n",
+    "    w_edge=0,\n",
+    "    gamma=0.1,\n",
+    ")\n",
+    "\n",
+    "fig, ax = plt.subplots(figsize=(9, 5))\n",
+    "ax.imshow(img, cmap=plt.cm.gray)\n",
+    "ax.plot(init[:, 1], init[:, 0], '--r', lw=3)\n",
+    "ax.plot(snake[:, 1], snake[:, 0], '-b', lw=3)\n",
+    "ax.set_xticks([]), ax.set_yticks([])\n",
+    "ax.axis([0, img.shape[1], img.shape[0], 0])\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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DDZqmYePGjfjuu+8wadIkXwoxkWECgUAgEAibFalUCrlcDuPGjUNZWVl/D2fQIpfLIZVKoaSkZIsjwwAwfPhwrFq1Cul02hcZ3vKOHIFAIBAIhAGBLZHAEYJDUKsJg+YqvPXWW7H33nujsrISI0aMwAknnIBly5aZ3tPb24tLLrkE9fX1qKiowMknn4yGhgbTe9asWYNjjz0WZWVlGDFiBH784x8jk8lszl0hEAgEAoFAIAwQDBoy/Nprr+GSSy7B22+/jcWLFyOdTuOoo45CV1eX/p4f/ehHeOaZZ/DXv/4Vr732GtatW4eTTjpJ/3s2m8Wxxx6LVCqFN998EwsXLsSCBQtw/fXX98cuEQgEAoFAIBD6GYPGM/z888+bfl+wYAFGjBiBDz74ANOnT0dbWxt+//vf48knn8Rhhx0GAJg/fz522GEHvP3229hvv/3w4osvYunSpXjppZcwcuRI7L777vjFL36Bq666CjfeeCPi8Xh/7BqBQCAQCIQhglAohKeeegonnHBCfw+FIIhBQ4ataGtrAwDU1dUBAD744AOk02kcccQR+numTJmCrbfeGm+99Rb2228/vPXWW9hll10wcuRI/T0zZszARRddhM8//xxTp04t2k4ymUQymdR/b29vB5Cv7ZdOp/tk33iwbWyObW1poGPbd6Bj23egY9s3oOPad7A7tul0GpqmIZfLIZfL9dfQpLFx40bccMMNeO6559DQ0IDa2lrsuuuuuO6663DAAQfo79tc+6Vpmv6/yPYOO+wwvPbaa0WvX3DBBfj1r38d+Pj6GrlcDpqm2SbQyXyXByUZzuVyuOyyy3DAAQdg5513BgBs2LAB8XgcNTU1pveOHDkSGzZs0N/DE2H2d/Y3O9x666246aabil5/8cUXN2sG7OLFizfbtrY00LHtO9Cx7TvQse0b0HHtO/DHNhqNYtSoUejs7EQqlerHUcnhxBNPRDqdxoMPPohtttkGGzduxGuvvYZvv/1WF8sAoKenx/R7X6Ojo0PofZlMBmeffTauvvpq0+ulpaV9Ot5UKtUnq++pVAo9PT14/fXXi/K/ZOpXD0oyfMkll+Czzz7DG2+80efbuvrqq3H55Zfrv7e3t2PcuHE46qijUFVV1efbT6fTWLx4MY488kjEYrE+396WBDq2fQc6tn0HOrZ9AzqufQe7Y9vb24tvv/0WFRUVKCkpgaZp6En3Twe10lhEqCpBa2sr3nrrLbz88ss4+OCD9dcPPfTQovd2dXVh1qxZePHFF7HVVlvhjjvuwHHHHQcgn7904YUX4pVXXsGGDRuw9dZb46KLLsLcuXP1z8+ePRutra2YOnUqHnzwQSSTSZx22mm47777dFKZy+Vw22234Te/+Q0aGxux/fbb45prrsH3v/99x32IRqOorq7GpEmTbP++atUqTJw4EX/961/x4IMP4p133sGkSZPw0EMPYdq0afr73njjDVxzzTV4//33MWzYMJxwwgm45ZZbUF5eDgDYdtttcc455+Crr77C//3f/+HEE0/E/Pnz8dvf/hY333wzmpqacNRRR+Gggw7CL37xCzQ3N2PVqlXYbrvt8Pbbb2OvvfbSt3Xffffh3nvvxYoVK4qqj/T29qK0tBTTp09HSUmJ6W8y5H7QkeE5c+bg2Wefxeuvv46xY8fqr48aNQqpVAqtra0mdbihoQGjRo3S3/Puu++a4rFqE+w9ViQSCSQSiaLXY7HYZr1hbu7tbUmgY9t3oGPbd6Bj2zeg49p34I9tNptFKBRCOBxGOBxGdyqDnW/sH1V+6c9noCzuXaO2qqoKFRUV+Mc//oH999/flhsw/OIXv8Dtt9+OO++8E/PmzcOZZ56J1atXo66uDtlsFuPGjcNf//pX1NfX480338QFF1yAMWPG4Ac/+AGAvO/45ZdfRmlpKV599VWsWrUKs2fPxrBhw/DLX/4SQH7l+oknnsDdd9+N3XbbDW+88QbOOussjBw50kTWrWDH3Q7s9euuuw533nknJk2ahGuuuQann346vv76a0SjUaxYsQIzZ87EzTffjEcffRQbN27EnDlzMHfuXMyfP1+Pddddd+H666/HjTfeCAB46623cPHFF+O2227Dcccdh5deegnXXXedvt1tt90WRxxxBBYuXIh99tlHj7NgwQLMmjUL0WgxZQ2HwwiFQrbfW5nv8aCpJqFpGubMmYOnnnoKL7/8MiZMmGD6+5577olYLIZ//etf+mvLli3DmjVr9NnMtGnT8Omnn6KxsVF/z+LFi1FVVYUdd9xx8+wIgUAgEAiEQYdoNIoFCxZg4cKFqKmpwQEHHICf/exn+OSTT4reO2vWLJx22mnYbrvtcMstt6Czs1MX42KxGG666SbstddemDBhAk4//XTMnj0bf/nLX0wx4vE4Hn30Uey000449thj8fOf/xz3338/crkckskkbrnlFvzud7/D4Ycfjm233RazZs3CGWecgUceecR1Px566CFUVFSY/v3hD38wvefKK6/Esccei+233x433XQTVq9eja+//hpAnoSffvrpuOyyyzBp0iTsv//+uP/++/HYY4+ht7dXj3HYYYfhiiuuwMSJEzFx4kTMmzcPxxxzDK688kpsv/32uPjii3HMMceYtnveeefhj3/8o56r9eGHH+LTTz/F7NmzBc+SGgaNMnzJJZfgySefxP/93/+hsrJS9/hWV1ejtLQU1dXVOPfcc3H55Zejrq4OVVVVuPTSSzFt2jTst99+AICjjjoKO+64I84880zcfvvt2LBhA6699lpccsklrjO8oYDP17VhTHUpasupYgaBQCAQBhZKYxEs/fmMftu2KE4++WQce+yx+Pe//423334bixYtwu23347f/e53mDVrlv6+XXfdVf+5vLwcVVVVJiHuwQcfxKOPPoo1a9agp6cHqVQKu+++u2lbu+22myk3adq0aejs7MS3336Lzs5OdHd3Y8YM8zFLpVK2xQB4nH766bjmmmtMr1nzqfjxjx49GgDQ2NiIKVOm4OOPP8Ynn3xiItAsgW/lypXYYYcdAMBkdQDyAuWJJ55oem2fffbBs88+q/9+wgkn4JJLLsFTTz2FU089FQsWLMChhx6K8ePHu+6TXwwaMsyyHA855BDT6/Pnz9cvwHvuuQfhcBgnn3wykskkZsyYgYceekh/byQSwbPPPouLLroI06ZNQ3l5Oc4++2z8/Oc/31y70S/4urETx97/Bvbbtg5/umCa9wcIBAKBQNiMCIVCKIsPDkpSUlKCI488EkceeSSuu+46nHfeebjhhhtMZNi6RB8KhfRqD3/6059w5ZVX4q677sK0adNQWVmJO+64A++8847wGDo7OwEAzzzzDKqrq1FRUaFbHLzEverqamy33Xau7+HHz/zUbPydnZ248MILTR5nhq233lr/mfmHZRCPx3HWWWdh/vz5OOmkk/Dkk0/ivvvuk44ji8Fx5cEoH+KGkpISPPjgg3jwwQcd37PNNtvgueeeC3JoAx7LNuSzTFdu6vJ4J4FAIBAIBBnsuOOOePrpp4Xfv2TJEuy///64+OKL9ddWrFhR9L6PP/4YPT09KC0tBQC8/fbbqKiowLhx41BXV4dEIoE1a9bg+OOPR1VV1WZrbb3HHntg6dKlnoTaismTJ+O9994zvWb9HchbJXbeeWc89NBDyGQypuZpfYVBQ4YJ6ljf1gMAaO+httMEAoFAIKigqakJ//Vf/4VzzjkHu+66KyorK/H+++/j9ttvx/HHHy8cZ9KkSXjsscfwwgsvYMKECXj88cfx3nvvFeVCpVIpnHvuubj22muxatUq3HDDDZgzZw7C4TAqKytx5ZVX4oorrkB3dzeOOOIIdHR0YMmSJaiqqsLZZ5/tuP3u7u6icrKJRAK1tbVC47/qqquw3377Yc6cOTjvvPNQXl6OpUuXYvHixXjggQccP3fppZdi+vTpuPvuu/G9730PL7/8MhYtWlRUyWOHHXbAfvvth6uuugrnnHOOPhnoSwyaBDqCOja05Q3tPeksUpnBU9ycQCAQCISBgoqKCuy777645557MH36dOy888647rrrcP7557uSQCsuvPBCnHTSSTjllFOw7777oqmpyaQSMxx++OGYNGkSpk+fjlNOOQXHHXecXpkByFesuPbaa3HPPfdgp512wtFHH41//vOfRaTait/+9rcYPXq06d9pp50mPP5dd90Vr732GpYvX46DDjoIU6dOxfXXX48xY8a4fu6AAw7Aww8/rFe/eP755/GjH/2oqCQaAJx77rlIpVI455xzhMflB6QMbwFY325kd3b0plFfMbSTBQkEAoFACBqJRAK33norbr31Vtf32dk6W1tbTXHmz59vKkMGwDbuTTfdZNv4C8h7eefOnYtZs2YJ2yReffVV17+PHz++aPw1NTVFr+2999548cUXHeOsWrXK9vXzzz8f559/vul3O7vF2rVrscsuu2Dvvfd2HW9QIDK8BYApwwDQ3pshMkwgEAgEAmGz484778SRRx6J8vJyLFq0CAsXLjQVOujs7MSqVavwwAMP4Oabb95s4yKbxBYAExnuEe/VTSAQCAQCgRAU3n33XRx55JHYZZdd8PDDD+P+++/Heeedp/99zpw52HPPPXHIIYdsNosEQMrwkEc2p6GhnVeGiQwTCAQCgTCQsWDBgv4eQp/A2ljEigULFvTLvpMyPMTR1JlEJmd4fdp8KMNvrtiEx99aFcCoCAQCgUAgEAYGSBke4ljPWSQAf+XVfvzXT7C2tQfTJtZjuxGVfodGIBAIBAKB0O8gZXiIo4gMK9okNE3Dxo58r/CNHSnf4yIQCAQCgUAYCCAyPMSxodBwg0E1ga43nUMqm69RTL5jAoFAIBAIQwVEhoc4+BrDgDqR5b3GVJGCQCAQCATCUAGR4SEOVlZtZFW+trCqZ9hEhnuprTOBQCAQCIShASLDQxzMM7z9yHzCGynDBAKBQCAQCAaIDA9xMGV4yqgCGVYksq3dRtIceYYJBAKBsCVi1qxZOOGEE/p7GMo45JBDEAqFiv798Ic/7O+h9SuotNoQhqZpOhk2lOEAbBI+yrMRCAQCgUDoP5x//vn4+c9/bnqtrKysT7eZSqUQj8f7dBt+QMrwEEZzV0qvADFppD9lmCfDfhp3EAgEAoFQBE0DUl3980/TvMfngEMOOQSXXnopLrvsMtTW1mLkyJH47W9/i66uLsyePRuVlZXYbrvtsGjRIv0z2WwW5557LiZMmIDS0lJMnjwZ9913nyluJpPB3LlzUVNTg/r6elx11VU4++yzTap0LpfDr371K+y2224oLy/Hbrvthr/97W+eYy4rK8OoUaNM/6qqqgAAq1atQigUwt///ncceuihKCsrw2677Ya33nrLFOONN97AQQcdhNLSUowbNw5z585FV1eX/vfx48fjF7/4Bc466yxUVVXhggsuAAD89re/xbhx41BWVoYTTzwRd999N2pqavRth8NhvP/++6Zt3Xvvvdhmm22Qy+W8T4giSBkewmB+4WEVCdSX52dkqhaHdlMCHZFhAoFAIASIdDdwy5j+2fbP1gHxcuWPL1y4ED/5yU/w7rvv4s9//jMuuugiPPXUUzjxxBPxs5/9DPfccw/OPPNMrFmzBmVlZcjlchg7diz++te/or6+Hm+++SYuuOACjB49Gj/4wQ8AALfddhv+8Ic/YP78+dhhhx1w33334emnn8ahhx6qb/fWW2/FE088gbvvvhu77bYb3njjDZxxxhkYPnw4Dj74YF+H5JprrsGdd96JSZMm4ZprrsFpp52Gr7/+GtFoFCtWrMDRRx+Nm2++GY8++ig2btyIOXPmYM6cOZg/f74e484778T111+PG264AQCwZMkS/PCHP8Rtt92G4447Di+99BKuu+46/f3jx4/HEUccgfnz52OvvfbSX58/fz5mzZqFcLjv9FtShocwmEVidHUJqkpjAPL1gpOZrHQsSqAjEAgEAqEYu+22G6699lpMmjQJV199NUpKSjBs2DCcf/75mDRpEq6//no0NTXhk08+AQDEYjHcdNNN2GuvvTBhwgScfvrpmD17Nv7yl7/oMefNm4err74aJ554IqZMmYIHHnhAV1ABIJlM4pZbbsHvfvc7HH744dh2220xa9YsnHHGGXjkkUdcx/vQQw+hoqLC9O8Pf/iD6T1XXnkljj32WGy//fa46aabsHr1anz99dcA8iT89NNPx2WXXYZJkyZh//33x/3334/HHnsMvb1GOdfDDjsMV1xxBSZOnIiJEydi3rx5OOaYY3DllVdi++23x8UXX4xjjjnGtN3zzjsPf/zjH5FM5pt8ffjhh/j0008xe/Zs+RMjAVKGhzBYjeFR1SWoTEQRCuVXgzp6M0hURKRi8WS4g0qrEQgEAiFIxMryCm1/bdsHdt11V/3nSCSC+vp67LLLLvprI0eOBAA0Njbqrz344IN49NFHsWbNGvT09CCVSmH33XcHALS1taGhoQH77LOPKe6ee+6pWwW+/vprdHd3Y8aMGaaxpFIpTJ061XW8p59+Oq655hrTa2yMdvs0evRoffxTpkzBxx9/jE8++cREoDVNQy6Xw8qVK7HDDjsAgEndBYBly5bhxBNPNL22zz774Nlnn9V/P+GEE3DJJZfgqaeewqmnnooFCxbg0EMPxfjx4133yS+IDA9hsO5zo6pKEA6HUJGIoqM3g/aeNIZVJKRitZIyTCAQCIS+Qijky6rQn4jFYqbfQ6GQ6bVQKAQAOpH905/+hCuvvBJ33XUXpk2bhsrKStxxxx145513hLfZ2dkJAHjmmWdQXV2NiooK3UaQSLg/36urq7HddtsJ75N1/J2dnbjwwgsxd+7cos9tvfXW+s/l5fLnMx6P46yzzsL8+fNx0kkn4cknnyzyU/cFiAwPYTDP8KjqEgBAVUksT4YVlF2TMpzMIJvTEAmHghkogUAgEAhbCJYsWYL9998fF198sf7aihUr9J+rq6sxcuRIvPfee5g+fTqAfNLdhx9+qKvHO+64IxKJBNasWYPjjz8eVVVVfeqp5bHHHntg6dKlnoTaismTJ+O9994zvWb9HchbJXbeeWc89NBDyGQyOOmkk3yNVwREhocweM8wAFSVxrC2tUepGoT1M529GVSXxRzeTSAQCAQCwQ6TJk3CY489hhdeeAETJkzA448/jvfeew8TJkzQ33PppZfi1ltvxXbbbYcpU6Zg3rx5aGlp0VXayspKXHnllbjiiivQ3d2NI444Ah0dHViyZAmqqqpw9tlnO26/u7sbGzZsML2WSCRQW1srNP6rrroK++23H+bMmYPzzjsP5eXlWLp0KRYvXowHHnjA8XOXXnoppk+fjrvvvhvf+9738PLLL2PRokX6PjHssMMO2G+//XDVVVfhnHPOQWlpqdC4/IAS6IYwNhQpw/m5j4rNwfoZqihBIBAIBII8LrzwQpx00kk45ZRTsO+++6KpqcmkEgN5wnnaaafhrLPOwrRp01BRUYEZM2agpKREf88vfvELXHvttbjnnnuw00474eijj8Y///lPE6m2w29/+1uMHj3a9O+0004THv+uu+6K1157DcuXL8dBBx2EqVOn4vrrr8eYMe7VQA444AA8/PDDevWL559/Hj/60Y9M+8Rw7rnnIpVK4ZxzzhEelx+QMjxEoWmabpMYXZ2fVbGKErJEVtM0XRkOh4CclleKxwU4XgKBQCAQBjoWLFhg+v3VV18tes+qVauKXtO4WsaJRALz5883lSED8lUaGKLRKObNm4d58+YByPt1d9hhB730GpD38s6dOxezZs0StknYjZfH+PHjTWMFgJqamqLX9t57b7z44ouOceyOAZBv+HH++eebfrezW6xduxa77LIL9t57b9fxBgUiw0MU7T0Z9KTzJdRGVRmeYfY3GfSks0hn81+E0dWlWNvaQ8owgUAgEAh9hNWrV+PFF1/EwQcfjGQyiQceeAArV67Ef//3f/f30HzhzjvvxJFHHony8nIsWrQICxcuxEMPPaT/vbOzE6tWrcIDDzyAm2++ebONi2wSQxTr2/OVJGrKYiiN58uoVZUWbBKSRJapwtFwCCOr8lmq1JKZQCAQCIS+QTgcxoIFC7D33nvjgAMOwKeffoqXXnpJL1s2WPHuu+/iyCOPxC677IKHH34Y999/P8477zz973PmzMGee+6JQw45ZLNZJABShocs9EoSVYYXx1CG5chwa3f+/dWlMVQrWi0IBAKBQCCIYdy4cViyZEl/DyNw8I1F7LBgwYIiK8rmACnDQxTWShIA7xmWU3WZMlxdFjNiUK1hAoFAIBAIQwBEhocojEoSRkkS1WoSOhkujRnqMnWhIxAIBAKBMARAZHiIwk4ZVrU4mMhwqXp5NgKBQCAQCISBBiLDQxTr2801hgEoWxzabZVhIsMEAoFAIBAGP4gMD1FsaMtXkzB5hhUtDmZlWK08G4FAIBAIBMJABJHhIYr1tgl0ahYHvpoEKcMEAoFAIBCGEogMD0F0JjPoKKi/pgS6gqqbzOTQW2jIIQLyDBMIBAKB0D8IhUJ4+umn+3sYQxpEhocgWPJcZSKKioRRSroiHkUolP+5Q8IqYVdNQubzBAKBQCAMdoRCIdd/N954o+NnV61ahVAohI8++ijwcV188cWIRCJF4zn66KMD39ZQBTXdGIIwyqqVmF4Ph0OoTETR3ptBe28awysTQvHsPMNtisrwR9+24rZFX+KaY3fAzltVK8UgEAgEAmFzY/369frPf/7zn3H99ddj2bJl+msVFRX9MSwAwIwZM4qaVSQSYs94VaRSKcTj8T7dxuYCKcNDEOsLyXNWMgyoVZQwV5PIz586kxlksjnpsf3vB9/hrW+a8PR/1kp/lkAgEAhDE5qmoTvd3S//NE0TGuOoUaP0f9XV1QiFQvrvI0aMwN13342xY8cikUhg9913x/PPP69/dsKECQCAqVOnIhQK4ZBDDgEAvPfeezjyyCMxbNgwVFdX4+CDD8aHH34offwSiYRpfKNGjUJtba3+91AohN/97nc48cQTUVZWhkmTJuEf//iHKcZnn32GY445BhUVFRg5ciTOPPNMbNq0Sf/7IYccgjlz5uCyyy7DsGHDMGPGDADAP/7xD0yaNAklJSU49NBDsXDhQoRCIbS2tqKrqwtVVVX429/+ZtrW008/jfLycnR0dEjva1+AlOEhCLsawwx5m0OPlLLLd6CrLNgkgDwhrimTmxU2d6UAAK3kOSYQCARCAT2ZHuz75L79su13/vsdlMXKfMW47777cNddd+GRRx7B1KlT8eijj+K4447D559/jkmTJuHdd9/FPvvsg5deegk77bSTrqh2dHTg7LPPxrx586BpGu666y7MnDkTX331FSorK4PYPR033XQTbr/9dtxxxx2YN28eTj/9dKxevRp1dXVobW3FYYcdhvPOOw/33HMPenp6cNVVV+EHP/gBXn75ZT3GwoULcdFFF+mtoleuXInvf//7+J//+R+cd955+M9//oMrr7xSf395eTlOPfVUzJ8/H9///vf119nvQe+jKkgZHoIwagyXFv1NT4AT9PxqmmayScSjYZTGIvkYCuXVGBlWtVkQCAQCgTDQcOedd+Kqq67CqaeeismTJ+O2227D7rvvjnvvvRcAMHz4cABAfX09Ro0ahbq6OgDAYYcdhjPOOANTpkzBDjvsgN/85jfo7u7Ga6+9JrX9f/7zn6ioqDD9u+WWW0zvmTVrFk477TRst912uOWWW9DZ2Yl3330XAPDAAw9g6tSpuOWWWzBlyhSd0L/yyitYvny5HmPSpEm4/fbbMXnyZEyePBmPPPIIJk+ejDvuuAOTJ0/GqaeeilmzZpm2e9555+GFF17QbSaNjY147rnncM4550jtY1+ClOEhCG9lWNwm0ZXKIpPLLyGxDnZVpVH0pLNK5dVaugtkuJvIMIFAIBDyKI2W4p3/fqfftu0H7e3tWLduHQ444ADT6wcccAA+/vhj1882NDTg2muvxauvvorGxkZks1l0d3djzZo1UmM45JBD8PDDD5teY4SbYdddd9V/Li8vR1VVFRobGwEAH3/8MV555RVb3/OKFSuw/fbbAwD23HNP09+WLVuGvffe2/TaPvvsU/T7TjvthIULF+KnP/0pnnjiCWyzzTaYPn261D72JYgMD0Gsd0igAzjPsCCRZQpuPGIowlUlMTS0J5XKq5EyTCAQCAQrQqGQb6vCYMTZZ5+NpqYm3Hfffdhmm22QSCQwbdo0pFIpqTjl5eXYbrvtXN8Ti8VMv4dCIeRy+dyfzs5OfO9738Ntt91W9LnRo0ebtqOC8847Dw8++CB++tOfYv78+Zg9ezZCrLzVAADZJIYg7LrPMRjKsJjFgSm4VaUx/cKVJdQMmqbpynBrj9wXnUAgEAiEgYiqqiqMGTNG99EyLFmyBDvuuCMA6B7hbDZb9J65c+di5syZ2GmnnZBIJExJa5sLe+yxBz7//HOMHz8e2223nemfGwGePHky3n//fdNr7733XtH7zjjjDKxevRr3338/li5dirPPPjvwffADIsNDDL3pLFoKBHZ0lZtnWE4Zri41FhFYRQlZz3BHMoN0VjPFJRAIBAJhsOPHP/4xbrvtNvz5z3/GsmXL8NOf/hQfffQR/ud//gcAMGLECJSWluL5559HQ0MD2traAOQ9uI8//ji++OILvPPOOzj99NNRWipv20gmk9iwYYPpnwypvuSSS9Dc3IzTTjsN7733HlasWIEXXngBs2fPLiLwPC688EJ8+eWXuOqqq7B8+XL85S9/0Uu88cpvbW0tTjrpJPz4xz/GUUcdhbFjx0rvY1+CyPAQA/MLl8YiOvHlIesZ5pPn9BiKynBLl6EG96bluuARCAQCgTBQMXfuXFx++eW44oorsMsuu+D555/XS44BQDQaxf33349HHnkEY8aMwfHHHw8A+P3vf4+WlhbsscceOPPMMzF37lyMGDFCevsvvPACRo8ebfp34IEHCn+eKdvZbBZHHXUUdtllF1x22WWoqalBOOxMFSdMmIC//e1v+Pvf/45dd90Vv/71r3HNNdcAKK5zfO655yKVSg2oxDkG8gwPMaznkufs/DjVOpEVU3Xb7ciwJKFmaO4yWyPae9IoKfiQCQMDa5q6cc9Ly3HB9G2xw+gqpRjpbA6zF36ARHcYMwMeH4FAIAwEzJo1y1Q1IRwO44YbbsANN9zg+JnzzjsP5513num1qVOnFtkK+BJkADzrID/00EN44oknXEmrXYzW1lbT75MmTcLf//53xxivvvqq7evHHXccjjvuOP33X/7ylxg7dixKSsxWzbVr16K+vl6fCAwkEBkeYtjQ7txwA5BvusG8vTwZliXUDFYy3NqTxogq+3ES+gd//eBbPPWftSiNR3DLibsoxVje0IE3vm5CPDxwkiMIBAKB0Dd46KGHsPfee6O+vh5LlizBHXfcgTlz5uh/7+7uxvr16/GrX/0KF1544YDsWkc2iSEGt0oSAOf3lfQM8801dN+xT2WYfMMDD5s68+eouVM9wbG14FlP5UJIZuS7FBIIBAJh8OCrr77C8ccfjx133BG/+MUvcMUVV+DGG2/U/3777bdjypQpGDVqFK6++ur+G6gLSBkeYnCrMQzwyrBgNYkeo5qEHqNE0TPcbVGGqdbwgAPzdVvPlVQM7rPtPWlUlCZc3k0gEAiEwYx77rkH99xzj+Pfb7zxRhM5HoggZXiIwVCG7bNR5esM50mzbQKdZDWJ5i7zNkkZHnjQS9/5mKi0cJ/103Y7l9PQodDYhUAgEAgEGRAZHmLQlWEHLy6zSaQyYtUcbKtJKCrDzV1J0++tPtRHQjF601n9/KuCkWE/ynArZ4fxM+G54q8fY8+bX8K3zd3KMQgEwsCGV3IYgeCGoK4fIsNDDF6e4fJ4FCyvSYTM2pdWU/UMG93sVD5PcMcPn/gAB9z2si/yyM5Ra3da+SbDK8N+2m5/sLoFqUwOn69rV45BIBAGJlg3tO5umuwS1ME69UUi/ipTkWd4CCGVyWFTZ159dSLD4XAIlSUxtPWk0d6TwYhK95iupdUkq0kwtXHr+jJ83djpawmdUIzP1rYhm9OwbEMHxtXJtzXlOwSmsjl0p7IoT8jfInjFv8XHOWZjaaNuhQTCkEMkEkFNTQ0aGxsBAGVlZQOqPe9gQS6XQyqVQm9vr2tptaGIXC6HjRs3oqysDNGoPzpLZHgIoaE9rwrHI2HUlTmXLqkqjaKtJy20hM2IjZ1nuDOZQSabQzQi9gVkyVkThpXj68ZO8gwHiEw2h6bC8bVW7RBFe28G2ZyhBrd0p5TIMG+xUD3HmWwOHYXJFiVaEghDE6NGjQIAnRAT5KFpGnp6elBaWrpFTibC4TC23npr3/tOZHgIYUOBDI+sTiDsUuM1r+z2eNokNE3T1d+aMoMMV5YYl01nMmMqu+YGRta2HZbvc04kJzg0d6XAXA1NimTY6uFu7U5jbK18nCBsEjyJphUEAmFoIhQKYfTo0RgxYgTSafqeqyCdTuP111/H9OnTdevJloR4PB6IIk5keAhB7z5X5d7XXLSDXGfSUAp5ZTgWCaMsHkF3Kov2HjEynMnmdIIzoUCGSRkODhs7jeRE1eQ3q6KsGocn1apE1lSRwsek6evGDlz79Gf4n8O3x7SJ9cpxCARC3yESifj2fG6piEQiyGQyKCkp2SLJcFDYsgwmQxwb2ty7zzHoCXAenl9GVuPRcFHbZEaoRQktI0WhUN4zLPNZgjc2dhhkuEmxYYaV/LYoklCeAKue41aT1ULdM/zsJ+vx9jfN+Ov73yrHIBAIBMLQBpHhIYT1Hg03GESVYbtKEnqMUrlOdswvXF0aQ315whSf4B88GbaWsBOFtQ60Sum7bE4LxOLQGpAyHEQTEQKBQBio6OjNwG91sW82duLjb1t9xVjT1I17Fi/X77mDDUSGhxA2eJRVYxBtvOFKhgUJNQPzsdaVx/V4bT3q5bsIZmzi1GDVBDrrTUyFhLb3pE03ZtUJD09eVRVq/rPkOyYQCACwalMXkhnvGvtueOHzDb5Xm/71RQNOeHAJvm7sVI6xYmMn9v3VK/jzN/6o3Om/ewfff/hNX0T21699jfv+9RX+9sF3vsbSXyAyPIQgrwx72CS63ZRhucYb7EtWVxbXk/GyOQ2dSbnybADQ0ZvG4Xe9ihv/8bn0Z4cqTDYJVTJcZJOQj2P9jGoCXaspCc9/a2i/yZpvfLUJn61t8xWDQNhSsb6tF03++gHhX1804JRH3vJVR/0/a1pwyJ2v4ur//VQ5Ri6n4X/+9B/85H8/0UuZquCv73+Hj75txYtLNyjH+OS7VqSzGlZ2qFdS6E1nsb6tF+mshrWtPcpxGP9gifyDDUSGhxA2eLRiZhC1ODBVr8ZWGWaNN8TIbHOBlNSWx1ESiyAezV96KiTl07VtWLGxC89+sl76s0MVfAKdsjJcOEeVhXJqKueGKbGsyk2rZMtu61jyMdSJLNsHP90ON3Ykcdaj7+CcBe8pxyAQBiN6Ulnc9eIyXxPBbE7DSQ+/jTs+iSAp0PXUCU++swbvrGzGi0sblGN8uaEDAPBF4X8VtPak0ZvOQdOAxnZ1Mszu037UWJYf0uljrs+LJ6pCCsBZ0sgmQehPZLI5nRB5KcNM6fXnGVZXhgGDYKsso7MbQFtPimwWBWzilOHuVFao1bYV7OY8YXi+2oeKMsxI51aFa7AzmUE6m5OPw10X3ams8rKm0bgjjVxO7VpZ39aDnAY0diR9L68SCJsL//h4HU54cAm+a1FXUl9cugHzXv4ad7ywTDlGa3cKmzpT6MmG0OhDSTXqqPsnoP5i+BceAKCpEMcPAWXb78pA+f7WbLLY+T8/fvanP0FkeIhgU2cK2ZyGSDiEYRUJ1/eKdpBjRLUqSM9wRZ4MV/sgw+wGkM5q6EoROQHMyjCgdpNuKSTQsTrQKl5d9hlWMQRQa7ttVXLVq1LkP5fToDfxkEVQ7aU3dSbx1oommsANcWQVSQmDpmm4+A8f4JI/fOjrWvnTu2vw0beteOVL9YYWrJFTg4+lb/5eZE3SVYkTTAx1IYXfflMgxNy/DUxDSHkFrZm716pWIgKC2Z/+BJHhIYL1hbJqIysTiLg03AAMctsRSDUJMYJRpAyX+VCGuS/bYF2SCRq8ZxhQuyGxm+K2wysAqFkL2Gfqy+MojeQfNio36RbLA0+FhKYyOZMnPYi6yX6S+X78149x2m/fxn98Zm0PJbR1p/HLfy7FF+vbfcXZ2JH0fS9Y9NkGPLQ07MsH+vm6Nux204t4+LUVyjFautN47tMN+Oen63153YMhj2lTLD/jCCpOEMpwOquhQyFfxbp91Wsum9P0+6IvdbnT/73JtD+K98jedBbdBWGKyDChXyFaSQKQ9wwHUU2iufBFrS03K8MqN/sm7mFFXeyAZCarnytmkVFZqmrVyXBBGVZRlwsxasriKIuyuCoKs6WyhQKhtk60lBuA8JMvH97jVU355epVm7qUY6xt7cGcP36Eb/xxRzS29/ryUQP5pMKr//4pulNqpAIAnvlkHX7775V44JWvlWP0prM48p7XMPP+fysvFQPAY2+vwbK2MF5dvkk5xjvfNKMzmcFryzYqxzAtwweQPBqEJaCl24+S6v/7k8xk9YmtP2uCfyGlKQBy39rNdQwNQI31M5amACoR8Z/zo5b3J4gMDxEYlSTck+cAczUJtxtcn3iGy2OFmHHTNmQQxM11KIHdzGKRkN7dT/YBmMtpurLAYrT3ZpCR9PuyGLWlMZ0MqzTNYNdFLJJf5VAh1MXtpVUTC/max/27jPjsx+vwwtJG/HuD+q27O5XB4Xe/huMeWKIcAwDu+9dy/PHdNXjlS3Xi11hY0bCubMigob0Xrd1prG/rFb4f2SEIFdQgoH6ukzT3s1ocTdOM682Xupz/rC8ltZsnW6oTUt6a4D/Jy0+cIGIE9QwzH1v/VYRUiTm/7d50ztcEub9AZHiIgJUzEVOG84Q0lc0hmXEmO3o1ibJiMmwk4QlWk9DJcML0+VYFosTfgKh+rEEkhlUkUFdQ3mVvah29RuttRoYB+ckKI4vVZTGURQs2CR/K8Li6MlNcuRjWJiL+u+GpLkVmc5pO1IJY+u708axZ19qDjt4M1jR3o8eH557VtvZjK2gJYIIQ1DI8u+b8WGH0JK8AJk2AOjnJJ65qhXg+zg9/7asSv4CVRz92GNO1onhsg1CG+c+pJjxb46hec4Goy5bPDUarBJHhIQLRGsMAUB6PgNmK3WwOQjYJQSVGJ8MWz7BKcpXZJjH4vnRBg5GR4ZUJ1BfIsOzNiN1IKxJRlMWjqCyUzpMlBkzBqeGUYVny15vOojedn6RNqM8Tc5UVhCKrherDghu/qorTxjUj8aUEsezxtHpdUZPy2M9KN9u+H4LTEoA6xndO9EWoufJS/WkrCIJQF8VRJX7dwRK21p60cpJiUwAWlCDIo/VzKsc2k82Z7q3WPAtRBGOT8J+z0t8gMjxEsKGQQCeiDIdCIV0ddiMZQgl0AiSlJ5VFT2HmW6vbJNQ9w2aVgJRhpgwPr0joyrvsQ5QdU3Z+aguTFlkCyZT62jKODEsSWTb2aDiEsbWlhXH4t0moKn58HNVqEkEti7LP+lGGg1DZMtmcfn/wtT9cu2zl0lAB2AraetLIBThZyeQ04eRiK4Ig94EtwwegpAZxv+ZJrKap7VNPyphkW8clgz5RUhWOrfW+Ggi5V45hHstgLK9GZHiIQEYZBryV3VxO04mumzLclcp6+krZjSsWCaGi0NBBtZpEJpsz3QTIM2yxSVSo2SQYKWEkuLZwfmQJJCOONWUxlDPPsCyh7jbsOTWF8ah1w7NUpAikNbTa9WayWviYwLF96k5DWXlsDYBs8d/BIOqk5jTxVSYrWgJW6vzYJAZiQpNqGbE0N+EB+pdsWSdtKpM4a2JXf5Jh6+dUjktRjACU+9butHSeSH7blmPrYzWiv0BkeAggl9P0OpBe3ecYDGXXXr3oTGV0pcSuzjBbRge867cafuE4QoXWZCLKtB1auo3lZpXPD0UEYZNgJK9Wt7GokdAWjgzrnmFFZbiGa92tVJ6tEIeVGlQlsjx5VS9fFJAyzEpDaSF9tUV6LAGQe1OFjX62OASxDB/EOIKKE7QyrJr8Zl2NGUjkUWUCZp2EBpEsprqiUUxk5X3d1vGrJidax6JyjwuKmPcniAwPATR1pZDOagiFgBGV7g03GLyUYbYcnIiGURKLFP09GgmjPB5xjcGgL8EXCBZgdKCTXf4u/uIOvi9d0NjIkeE6n2SYfZ4pwzI2Cd7rW1OqXlqNvb+2LGasIKjYJAoPh3E+rBb5z6Vsf5aLkbb9WRZmlXpgKKl+Kh6YJxqKY+FrrQagxqoeV74iCxDMsQ2iWgGgdlyCIjjm0oT+G0OojsWqDKtcb3yVDiC/ouG3IhKgRsyDOD+875iJBkrHtjD+RDRPKckmQegXsBrDwysSiEXETqlXnWA3v7AeQ7CihJVo8XFlE+iKb2jqxOLJd7/FwuVhpXbBAwm21SRkE+i6GAG1KsPix5f3+lYkIr49w9WlcdQUSvCpVB1hccYXqmOoqMupTM7U5VCZgFrUS5Vla75QP6BOqnkFSZU8BmEd6UplkcryHk7/REm5XBYXo6M3g5RLlR0ntPeaE7tUqzgE4em2kkeV4xIE2dI0zbRt1WMbxFiCUJfzreHz449H1IkfGwt7DvppksSskX6sZKGQIRqo1Alm295uRL5h02BshkVkeAiAdZ8T9QsD3h3k3Mqq6TEEK0oYyVmcMlwgWx1JuVq2bAbKbkR+qkk89Oo3+LApjI+/a1OOMRDASlzxynBbT1qK5FvrQKsk0OmVJMrydhhmk1D1DNeWxVBdpp5oyT4zvlCRwk9HPaffRcGTk1Qmp2RxaO8xW4RULQGtFmKuAjOhTiuRe6uvUJmYB0Eeu/yf52LC5n/ZOgg11u532XGojoUnj/pYfBxblnPihwxvVVNa+F2e9LEYiWgYo2tKfI9FJ48qx6Tw/ZlYaJLU3C3/PdQtaaUxDC+sKqvkNDRZ9oeUYUK/QKbGMEMwyrBYRQn2xa/nyHAV5zmWybpmsVgtXNWHn6ZpOhHwU3poIECvJlGZQG1ZHAVbthSBZMeCTVhYVQmZGyMjEMxiUa6oDLdyY2F2GhWbBLvRs2tFrd6xoZywGCrEr9VyHJV8edbqGAEoqaox+Id3Kmtue60yDrvfVeIERR5VxmIlNEEow6rdvIJQQdkxYI1v/Cig8WgYFTHN9JpKHEa2AiGgCtc+/ywzLGnqpHq74QXyqGSTyG+XkWHrKpYI2HZrA94fP7Wt+wtEhocAZLrPMXh1kBMiw7LKMOcZjkbCqCzM8mVUGHZDZi2D27lmETJo7+WK0g9i33FPymhTOqwijkg4pBNImQeGQWTVE+j07nOFzxod6NJSSSYsDl9NoiOZkbazsDjj9Y568vVJ2TEcU/huZXKaEvGzHkelVtdW9TKA9tLBKY8KE40+8KQGUfEAUMuGDyKhiS9DCeS7eak0RmH7w/I6lMhjp3/hwagvH0NF1PyaShw/yqN1Kb8zmUEyI3ds9f2piHPJynLnmfcdTxrpg9wX7m9b1ZQiFi48yySvWztyL3tsed+xn/3pbxAZHgJgnmEZZdirgxwjw3aVJBj8eIb5z8skILCGG4wMy37eGgdQX84cCGCVJEpiYX0J0bipic/OrROWWgV7Al9JAjDIsKZ5VxzhoZdnK42bVxAkzrOmaXobaNa4Q9PkPepsLKOqS1ASY9YcdZXa6XexGBZ1OQBLgHLSWgCqbhDL8FYfdRBqud3vIghCGebLUMb1ZCQfSp0PD6eVPPrxtdaWxXVlWJZs8YmJfvaHTVbG15chqpgs1sTdJ1WVVN4rP9GX0p3fLj/RkL1W9BgmZVhuLOz7FwoB2w4nmwShH+HPM+xHGY6a3usEO88wAKWyWSzWiMoSrkuavwfxYJzFMjRyFglWtq6+0HhDZr/Yw8aoJiGvDFvV5WgYKCsoUzIJcLxnOBoJ6+dZ5jrpSmV15X9YZVxfhZAvFcdVtij1X/PYKPPmX0lViZHJ5ky2pP70pAahlrd2p0w+ahW1j992NORnKd98z2xWscLo3v243q3Tj5I60YeSqvtAh/tQUjuN/WGETfY88ys6E32QLV0FrUjozyLVeuz15XEjhmyycmGbJbEwxjL/ssI9hbc4VBQe0/LNlth932jYJJ98zcSLGIZX5GOoJkr2J4gMD3J8+l0bljd0AgBGVW1uz7CcTaLeQoZVKko0cQ8L1S5pfBzrz4MNfCUJBub3FX2IZnMa59O1dAjsEffI8vYGBpVOg3ydYT6eVAzOq1gaixiJeAHUPFYhoez4bl1XZhqfyliMmArjsOx/i2Jli2aLlzqQhCYfamxlSdSYaPhIABpRah6bDJjKZiip6oquWXmUG0uam/D4UoYLn9mmvlz52Br1y2Mo3FqUyVZlIqo/45SOLTdZZ88iWfJoPH+Mmu6yx5apt/XlRsKzSrMLw4ISR3khWVmW3BvKcEx9fzhSXl0a068VP8nt/QEiw4MU37V047I//Qffe+ANNHelUJGIYtLISuHPG0TWwSbBiI2IZ9hTGTZ7SRlUSA6zN9RXxJWW8o0xcUvFg5gM6w03ODKsz/AFb4ztXCta3SZRuDHKVD6wkljATKpFoSvDlsoWbYrqcigUUm8vzT3MVWNomrHMuy3zX6qsZnSbJ5VKCnWXoUoB+YYMSh7oosx8dSLLLE9qntT8ca3nJsdKpaEK2x5Zqvkey0R9f3wkaFWok2F2XMMh43rzowzn77Vqx5YXL5h6KUtkeZ8u67CpUsGk2WZ/pI+tvj8xZSWVtw3WcAnPMpPs/D3FGItxbNXJver1xotd4XBIfy4PNpGJyPAgQ3tvGr9a9CUOu+s1PP3ROgDAiVO3wgs/ml7kyXWDsDLsVlrNozwbYP3S2ivDMp5f44uXUKqFa41j/XmwQVeGuWYrsl3odHUtEdXrVJfHI3oWuejxbeMIKENNqVySpKYZHlBmS2DXiQy5KO6opzZx0m0S5XGuwobsMq+R5OmrskVhuxOGlZnGJhWj8JnR1aUoLTTT8TMWtmztxzOsx/ChLteWc2qfJAntTWf1LPyRBWVYbRnerAz7SdDyowzry9ZlcX3FSGmywt1rlTtb6vsTQ0VUzYJi8ukWvs+yFUz4JK/asrhy23o7ZVh6fzjriGrCcz6hOH88835sKI2lhZtgK9eoL2rYpG7v6U8QGR4kSGdzWLBkJQ6+/RU8/NoKpDI57LdtHZ6ZcyDuOWV3XaERBe8ZtpthS1WTcCGzPBFgZIKhutRYIhJBJpvTiVJ+Vi3fJY2BvwmqePsGCjbaKsOFm5HgcdGJIzdZCYVCxmRDklTbKcOiE56OpHG9sPPL4smoy9ZkPj2GdDc840GsMg7AOH7l8QhGVvkvkO9LXe4yjoufZXjW3tePqstIK/O15iu8yFYMMR7muj1I2heef38kHMKwEs30mgzYfYS3FfjpBOmXDNeWxfTvtOz54UtP1pbHpK1XDPbKsBqhri+PozQe0SdxUtVyuO9sbVlMmcjytoJan+eHnV+lhOfC86s0FkFpPKJcto4n5nXctSKjuhu+8IQeCyBlmBAwNE3Dx00hzJz3Jm58ZilautOYOLwcvz97L/zx/P2wy9hqpbiMyKazmt5Cl0dQnmG+WHoiam7rLEuUWrrzTQdCIfOytRopMG48qr7JgYBNXAIdQ31B9RAts6PbWCzKvawNpdVOGZaNURhLaSyitwE3ag2r2CTiphiyEyc+gU7VlsNPElQfoIBBCnQC6qOqRV2Zf/IYDhlKt59KAxPqyxFWqI3NbzfvAy2ooJ1qy/C1ZcZys0rdV3Z+hvlYhufJo/9la0O97JBUqbtSWT0Bqq48rpSUC5iV4XJFMtzkQB5l4vCTwGgkbJwfxfuBVRmWIo8WJZUdW5kVDWsM1bJ1zTbXWyaneVaIMscwJggA//wZXLWGiQwPcMz98yd4dHkEq5q6MawijptP2BkvXDYdh+8wUq8eoIKyeERXL+zIrJwy7PzFMZYxi+MwoiTqBeWzVqORsK+EJn7Wms5qUo0/+gKvLmvEVw0d0p9jyvAwO2VYVNHVEzHM50i21rCdwiybQMcn3BjjkPcdOybhKaq6NWVx5ckX74H243O3NhFJZuRr0PK2glpJ5V8fB9dpkF13fvzLwyrj0tcaA/8wN8i97Dk2JjxsKd+P6s4naKl7Un14hrl7blUJn9Akn4BaEgujLB71Tczz1STU1MuWAMkws1nICgYMLGeFPz/JTA7dEt9DvsIGwCc8yyvDbD9UkhOtFsaSWMSoS61Q+9+qDJNNghAoDphYj1hYw8UHb4tXf3wozthvG0Qj/k9bKBRyLI2Wy2k6QXavM+xeng3giVaxn1lWGW7iaiICXGKVChkuKpDff1/cVZu6MGv+ezj/sfelP7vRRhk2kl0EJxk2JDYfR1xNzeU02xbeRgKdHKGutkvCkzjPVpVa1V/Oe49177IP9VKV9PHb3aq6BJGQWsOY1qCX4SWvNYZ87VhOpS5TW4Zv4ch9na5eyiZ5GfcVRipkE7SSGaP5TX15QtlWYKfUyccw1EtTQpME8Wuy3LeVLQHc9WaU/5JrwuNsK1Agwz4INV+lo648jrJ4BIlCLWglYq6PRT4Rz1oXXmWiwfuO9bGwSYLEd4i3KuVjFb6HVE2CECS+v8cYXLt7Fj86Yju9qUJQqHIobdbRm9Frd4oow92prKPXz4loAfzStSAZ1mfD+S+boQyrqzjG7/23pLNyUxcAYFVTN7pT4gq1pml6NYkRNjaJlu6U0EPHmmzGUCtBINt7jYoULPEt/7NcO2VGqM3KcACeYQWbBE/w/VST4I8v78uTQc5U/k69ZmtzlzFhUVW67XytKrVj9evFT7IYR6jZyoZ0+S+OWLDjKpugxe5hkXAIlSVRZVsBr2Cqk2HzsrVKHF3EqGBL+fIx+KS1urKY3p49y4ktIrA+Q1TG4mi1kOqwadiDakrzVWpUiLl1LCr7Y60so+LHZupyWdywpMlWIuLfqx9bxYltf4PI8ABHNBJGTcL7fSpwaqfMCEBpLFLk8+VRyXUHc+owZp0Fm7YvqQxb6xWrqn18O8zKmFp9xiDR0N6r/7y6qVv4c53JjO73trNJiD50rMuQDDIqJjsHFYmo3jkL4CpBiFotLIoHoOYZNmoem5ciZdRlK2HTq0mo2iQ43zHvyZQeS2kMZbrKpkhkTWRLXenWj2uPXKtrvnZsPBpW9tjyyrDRBEHSM8ydn3gEKC2UnZMh1Xqt1bJYXo1VrDzCW43qFQhb/v2GMpwfk3ycJsv3UIX08Z3JqktjiIaNZ4aKCsqOh0pSYJBWi9qyfAkxPo7UWIqUVB+2DwsZlqlgYiXlgBqRLVK6K+QJ9UAAkeEtGLrNweL5FfELA3miztRqp4oSbjYJWR+n9csrs4zPozOZ0dthjipV7zgVFDaYyHCX8OeYRaIiEUVp3Ji0JKIR/byI7JdTHWgZf6tViWWQPcd2jTtU/L5tFrVbr1wiUauYjaU8HkE8GjYUalnyyBGcqpIYlywm/8Bh5FHVf9lsQx7lPcPG95AdX02TK5Fo9ZerKsz8MrxKIhK/TaMVuTyptpaPVFn65tsO8x3OZBsyBJHQ1NJlT9hkzg+71qoLOR6AcU+RiVOkPAZok2jpTglP4po7zdes8lgscfTzo3JMCp8tiUC6MYpdMyzZ69audKqqX76/QWR4C4aXMuxFhvMx3H3D/MPXChY/lcmhV6Cxg9Fww6x4qGagl8bCqC0IqqplYLpTGTz/2Xp0KTQuYOCV4ZWbxJVhO78wg4zawBdv5yGzjG5txcwga5NotSHVSh3oLJ5hlcQ1K2Fj+5b32omTE/7YhMMhpRUNfZJQOEeGt1VWpeYsDooZ9c36OYojFgnr9wA5NclcwUT3pMoq3bo/Vr06hkGUzLYCGdXd6uGsU7Bw8W2HWcKmSkMG3jOc/58dWwml23LfDkK95H+Wud8GQbasY+EncaKTUmsFB/NYxCYayUxWL0tYbxmL3P4UJjyFz4ZDxj1OdBJntyKoW+wEx5Ivh2jxHRMZJgw2ONUJliLDuu/Yngw6NdwA8oqmTKazdSbLGoL0pLNCZJohiNqXDAvfXI0fPvEhfvvvb5Q+DwAb2tSU4U0FdWBYRfGxlXno2FkTAEhV62jpKlZ0AZjaIIskJBkk1hgLU3V5suAdxyBs/P8dvRlhlc1K8KtLYzo5UWkUY9Q8ll+KtK6wMP+lejJfTHkpX/eBBuFJLRwLtl8yY+GT1urKeGVYstRVkTLMzo/8OfazVGxV//mGDHLE3EyU9EmPjNJtudfyXQ9Fk9+sFRzMYxHbn950Vq/UUGedOPkgw/wkTvTY2imptZLknveWs+evkrrcbUwCGWSPrXXCw8eTrURUzvmOVa6VgYBBRYZff/11fO9738OYMWMQCoXw9NNPm/6uaRquv/56jB49GqWlpTjiiCPw1Vdfmd7T3NyM008/HVVVVaipqcG5556Lzs7OzbgXAwdOHeTYg96tkoQew0FdZrDzJTGEQiGpihLWWJWJKKIKZYP40jaqy80M32zMXztfNapfQw3txkOKJdOJYGNHnkQHpQwXVZPQl2nFY9Q4KMPZnFjbX737HO8ZLpATTQM6BDzQmWxO97AzYlPF+duF61pbCD7/AJOxOLRaHlwqiXjW42uQYfEYGS4bvtZHqbgi8ugjAahYGZYp/2VOWmPnKZOTK5VoXP9sFUGePBaRYSW1z7z0nR9TgSgJkmpN0wy1vEJdqbMSJXbd5STsMHbKsGyVDfa+WCSkW7+CSKADjBVG0WPbZGOTMLoeSsYoeMvz4zBiiE7i2LVZz10rddLHthDDh3JvR6jZzzLXykDAoCLDXV1d2G233fDggw/a/v3222/H/fffj4cffhjvvPMOysvLMWPGDPT2Gsrb6aefjs8//xyLFy/Gs88+i9dffx0XXHDB5tqFAYVglGFBz7ANGQbksvwNm0Q+Vr5LmopyYigWlYVd3KRYILyxYFXg1V1ZqCbQ2XWfYxB9AGZzRvtjJ8+wyI3eruEGAJTEjPJDIhMWQ4014sQ4b7qIEsp7i9k1HDUpQbI1j4uJuZzFwV55VInBzmu5Qscpa0KTYQeQK3VV5I9VINVWpbtOQaXmVe5wOGSuk6pClCxjkVGGiz3D/q0WgDzx4/Mh/JRFsyZ5xaNh6eQ3W5uE5CSBj8Hq6vtaifCjglqOST6GXNUQ2wlC4ZjITOJ033GZ+v5Y7TSA+vnhj0ksIn+tDAQMKjJ8zDHH4Oabb8aJJ55Y9DdN03Dvvffi2muvxfHHH49dd90Vjz32GNatW6cryF988QWef/55/O53v8O+++6LAw88EPPmzcOf/vQnrFu3bjPvTf+DLWFbVV2WZGRd8raDlzJsd4M3fV5CGTa+eMaXV6Vu6yYuwUS1KxIDI8PrW3uUPp/MZE03jA3tvcKNFDZ1MJtEMRmuF1SU2nrSehm94uQ3Zk/wthYY10zxeTaaq6gn4lVLTJrYe6pKoqaa3Gxsok1e7BuAyClBvFJXU2ZWHuWIkjkGU4ZVGimwhCYWK5vTHKvB2I/FQdVVIbKWhDMVwmYiOJLJSPnzY46jogxbqy8Y5Q3FJxr2CU1MMRddts5fDyWxsJ5Uq1Lmze6+LU+2/BNQ63EFjP0RrZzAVw+yHYvgsbWtviCppNr5jmUncb3pLLoKzwj+WSjrPbZVhiW/P82W2v8MgzGJLtjCtf2IlStXYsOGDTjiiCP016qrq7Hvvvvirbfewqmnnoq33noLNTU12GuvvfT3HHHEEQiHw3jnnXdsSXYymUQyadwU29vbAQDpdBrpdN8vAbBt9MW2ymJMsUuZ4rcWLvCKeNhzu+WJ/Je4pStZ9F6+SHllPGQbq5rNIDt7XbeVyeZ0ZasqYcTSP9/h/nkemwpKbHVJFBVZVlqtePwiaCzEauhIojeZ0j3QoljXkifRsUgIpbEI2nszWNHQhsmjKj0/29Ce/2xdWbRo7NWl+fPidVwb2/JKdFVJFMhlkc4ZD5dy7u6wqaPHdNO0gmWqVyXCpu9GOp1GdUkMDe1JbOroQTpd5rpP7GFeETNfe9WlUaxtBZo6epBOV7jG2Fg4LjVlMVOMmtIo1hT+LnKu2UpEVUlEf39N4XrbJHi9dXFKHfsOVJUUzo3ENdvcaVyz6XRar4crc902tufPdU1p/riEkf/+diWzaGzvQlmsXCgOI49VhftDTan8d5Ad2+rCsa2MFzLhLfciN+jnudQ4z7WlMXyLHmxs7/a8ToC87SZTIKssf6CanR+JY9ts2Z/yWH5/sjkNTR09QsLCpoLtqbrU+D6zYyt6zTa05W1WdWVx/f1VCaMxhPD+dJm/z0B+Uri6CYVj631/0veH+/6wsYh+fzbq9zjjHJdENETCIWRzGhrbujGqqsQ1Rkev8R2s4p5pxrEVG0tTYX+qEsX709wpdmztrlkgPynsSvWgsa0bY6ud77MA0FhYhYyGQyiNakin889Ydt1uFDy2TZ3F55jtT5PN89x+f/Jjsd5ra8tiWNWUf76IXCt9BZln+pAhwxs2bAAAjBw50vT6yJEj9b9t2LABI0aMMP09Go2irq5Of48Vt956K2666aai11988UWUlbk/2IPE4sWLA4+5vCUEIIJvNzThueee019f9k0YQBjffbMcz/Usc43R+G3+vZ99uQLPpcz+7PYUAEQRgoY3X30JdjyxsyX/+Xc+/ARlGz523E57CtC0fKy3XvsXIoVYyY78599490PkVospMJ9+lf9M07pV2Lo+/9qmjl7885/PQabDdVYDmrsiAPI35j//3yLpmtArOwAgispoDhWRHNoRwt8Xv4Hd6r33ZcXa/LZXLfsUzzV+Yvrbd435c7ts1Vo899y3zjHa89uPI226BhhKIxH0ZEP4x/MvYWSp81i+LlwHq5cvxXMtn+uvL168GNme/DhfXfIu2pY571c2B3Qm87ek9998DV9y/CHTnY//2lvvo+tr92PzaXN+30OpbtM+pTrzMf799gdIfuN9fL9ckX//upVf4bnnlgMAugrX69sffoLyBufrlaE5CQBRREMaXln8IkIhoGFtfnyffbUSz2krPGMAwBeF7+Tab5ZhcfeXep3h9c3ttufNDh835beLZJf+mRJE0IUQ/vnSa5gg8MxK54CuVP4cvbfkVXweBRoL+/PpcvH9+aZw7X7zRf7azc+Zo+hOZfH0M88h7lzeXMcbG/LbTbYb969MV+E6ETzHG3vy242HNfz71ZcBAGu+Wgoggm/WNgof29Ub8vvz9ecf4bm1/wEAlEQi6M2G8NSixa7fHYYPVuXH3rrhOzz33BoAQPP6/GsfLf3K814MAJ8X7unhTI8+9tbCNdjcmcSz/3zO9j7MI5sD2nry5/jDt17H8sK1lil8f15/50NkVnkf2+Vr8u//9usvsLhtKQBg9fLPAUSwav0moWO7ZH1+f3rbzO8vi0TQkQvhHy+8jLEec7hNvQAQRSys4ZWXXtBfbykc2w8/X47nur/0HMvqhuJz3FC4fhrbuoT2593CMenYtB7PPbdWfz2Szsde/Ppb2FDnfmy/68pvsyySw6JFi/TXG79dASCCpSvW4LnnVnmO5btN+W1++cn7SK7Mv8a+h73pnND30O6aBYA0u1be/RBZwedyX6C7W9x2OGTIcF/h6quvxuWXX67/3t7ejnHjxuGoo45CVVVVn28/nU5j8eLFOPLIIxGLeasLMhi5ugW/+fI9hBPlmDnzQP31Pze8DzQ3Y9peu2PmbqNdY2xYsgovrF2O2pFbYebMXUx/W97QAXzwFmrK4vh/xx5q+/n3n/0CH2z6FqPHb4eZR0xy3A4f63tcrNeTn+GzlnUYu+1kzDx4W5Hdxv8+9gGwqQn77LYTEg2fAQAyWggHH3GUVJe/De290N5+Xf99x732x+7jaoQ/DwCLPtsAfPYJJoysxejqEqz5dAOGTZiCmQdO8PzsrZ+/BiCJow/eH7uOrTb9rXTZRjy54j+IlFdj5sxpjjFe+qIR+PwjjB1eg5kz9y36+51f/hvftvRg172mYc9tah3jPLzyLaCtA4fsvzemTxpmum6fbf0cK75oxIQpO2PmPuMcYzR1JoF3XgMAnPy9Y0wq+/PtH2N5WwPGT94JM/fb2jEGAHR9sBZY9jnGjx6OmTP3MPa16xN8+ckGbLP9jpi5/zauMQDgjxveA5pbsD/3PfjwuS/x/qY1GL3Ndph5lPP1yvDZ2nbgw7dRX1GCY489GADQ+f53eHbNUpTVjjCNzw2Pr3sXaGnFQftMxRGT6/GnZ/KT414tgpkzZwjF6Hj/O2D5Umy71QjMnDkVAPD7NW+jaW07puy2Fw6fMsIjQqEm9juvIxIO4eTvHYNQKISuD9biH2s+l9qfe5a/AXR244iD9sPe42uhaRqu/fAlpLMa9p1+GEZXu6t9APD1y18DK7/BDhO3xsyZOwIAXu35FEs/Wo+xE6dg5kHe36H/fNsKfPQuhleV4sgjp2Hx4sU4ZNpeeHT5f6DFzfdFN/zys/x3ccYhB2CnMfnnguh3h+HV//0UWL8ee+4yWR97w5ursXjtMlQOH4OZM3f1jNH7n7XAl59jwuhhmDlzTwBAMpPDDR++hBxCOPDQIz1V6k2F72EoZP4esnvtmAmTMfMQ73utfk+Ythf2n1CDxYsX47AD9sFvvvwA2WgpZs6c7hnjy5e+AlatxE7bbYOZM3fQX39wxZvoaOzEjlP3xYHb1bvG+OjbVuA/72J4pXmbG5aswkvrlqNK8Nje/OmrAFI4+tADsOPo/Dlu6U7hlo9eRU82hCOOOtrUcMgO7zyzFFj7HabusB1mHr6d/vpTTR9i9fJN2HaHXTBzz7GuMf799Sbgkw8xqrYSM2fur99rp+2xK/628nMkquoxc+benvvzsw/+BSCL/3fEIdimPi/s8d/DvQ86FFvVuM/i9Gt258mYOd34vr2R+hyffbAWWwleK30FtpIvgiFDhkeNGgUAaGhowOjRBoFraGjA7rvvrr+nsbHR9LlMJoPm5mb981YkEgkkEsVyXywWC5ycuqEvtldXmb/QO5IZU+x2VgexosRzm7Xl+YdWZypb9N72pFF/0ClOre7/yrluqy2ZK4wpYXpffUVJYVvF23dCS3d+/0ZUl6J3U95f15vOoSOpobZC/Bi39JgrP2zsykifo41d+bGMqinFtsPyEse3Lb2ecXI5Tfepja4tL3r/8Kr8uW3pSrvGak+yskUJ2/fVlcfxbUsPOlKa+/kpWFiGVZaa3heLxXRfaGfK/Rx3pgvLkCVRlCQsyXwFX3SHwHnuYPtkuVaYL7W9V+xaaS2UCxxeZeyTcb2JneuOVP66reW+A/WF711br/j1wsYyrDAW5nXvTeeQ0cKmpitOaOst+Ay548JKgLV7fP/0/Unml3lry2KIx/PniF1rrT3u1xoPljw4oto4trVlcTR2JNGezGFrgThsf4Zx9yl2ftoEz3FH4b7CX//6d6dbbH/4xgMjqsu4sSTwbUsP2gSPrX69cd+h4QULgOixtTvHsVi+jGVnMoOOVA7Dq93jtCcLS9+lMdP3cFil3LE1znFZ0bFt7k4JHpPCObbcV+oq4kCj2H2ffQfrKszPoWES38P8OS7en2GVUYRD+coJnWkNIz2Szu3uKYBx3bYKHNsOh2chu1ZErlvedzyipsx8bMvjaGjPfw/He8RpKezPCMf9kX8mBgmZbQ+qBDo3TJgwAaNGjcK//vUv/bX29na88847mDYtr4xNmzYNra2t+OCDD/T3vPzyy8jlcth332JVbKiDrybBl3SRKq1W8F3ZJUe51RhmqGZlpjySq6xdiPTP64lVCjVBLTVOZdu4Nrab379eoaIE8xyPrCzB+AIZXiXQeKOtJ60XO6+3qTNcz3UScivX49R9jkHvuuaRZGJXH1g5hs31UiNxnu262AH8tSaW1NFqs096NQnBSgN2FSmUGoBYEokS4bzPnN+GcAyb7H7RhEC75ip1ks0uMtmcfr+wS9CSrfta6yMByC4pisXLf8e8a1J3JosbD/A/ix5b29qxevKbqNe3uEIAH1OsI2XxcQXkGkxommaUz7M5x73pnFCisJHcaP4uyyQFGs8OyzGpEEsyBgpJxAVvOb8/4XBIKnHNrjwbwHcJlNgfy31fphIEX7Ku0rIaKtOFzqla1GBMoBtUZLizsxMfffQRPvroIwD5pLmPPvoIa9asQSgUwmWXXYabb74Z//jHP/Dpp5/irLPOwpgxY3DCCScAAHbYYQccffTROP/88/Huu+9iyZIlmDNnDk499VSMGTOm/3asn8CIbCanoYdrWsEe0mId6OzLswHuNYYZROsM22VaA3xmvkx3JXMGrGrHHFZJgkGlogRrxTyqOoFt6gtkWKDxBisFV10aQyJarAqyG2Uyk9OL1tvBqfscg0j3t950Vr9+amziiE5YWnUS668ihd7FrtR6rYiXNOPVvhq7ahKSBNSWJAnGyHHl79hnQyGF7HE7Yi6ZUW+tD5wfk1wbZL7EW41pkhBAqSvZGDbnp4ZrriLTDKiMazzAxxQvRZb/TttNVkQrW1hbMauMxe64Atz5ETgmXaksUhmmYBpxWGvz/Fi898moAuGf3Fv3R4awsfeUW85xUGNRiVFXZh9DpMU0Xy0kZEmU0Y+LCDF3mDgNxi50g4oMv//++5g6dSqmTs373S6//HJMnToV119/PQDgJz/5CS699FJccMEF2HvvvdHZ2Ynnn38eJSWG/+wPf/gDpkyZgsMPPxwzZ87EgQceiN/85jf9sj/9jdJYRG9awUgGX2ZJqLQa60BnU1rNq8YwwLfrdf/SWGsMMxgqm9iXrjuVQW+aLY0yMpyPIVsTsbGQXcysrevb5ZVhVp94ZFUJJhSU4fVtvZ4d9dxaMQPmh47bDcmtXTYgVgaMEYZouFhlADhC7UFk7UqZ6TFKxdRlfjy1FkKgE2qBh3lPOotkxrA4MMiqunYqtVHiTayjXkdvhmvTa8QxyL2c0s0TJfYdaBVVum0exOxn0VJXLEZNaczkC5dWUi0tnfkYfiYIsp3fnMpHyu4P31paj8Ep3SINGbyUYZGx2JUzAzj1UoDEsu0komGUcuQxFApJTViswgWDTDk/u3PMxxQ5tnYNUaxxZCYa1v2RKfNmV54NMDcn8rpP2pWas45F5tovIvcSqvtAwaDyDB9yyCGuF20oFMLPf/5z/PznP3d8T11dHZ588sm+GN6gQygUQlVpDM1dKbT3ZDC62tzhS04ZLq5T6lVjGDBqHXspfobKbL7Jyyp17MsZj4b12o4q3aIAQxmeNKISyxo6lJRh1nBjVFUJastiqCyJoqM3gzXN3dh+pHN6v1vDDSB/buvL41jf1ovmrhTG1dlXPmE3TavKwCDSZIJXUK0qA2AQWS8Saii6NuqyIKE2j8f6sBC/Vtj+xiIh/ToB5GsEuzXu0Aodmtwmi3yM8ngEiWgE6cJkTrYBiNEW2kaNFbYmFBPQypKoXuqqpSuNUdXu/mWnCZjenUx0omFHzCVVd73tsHWSXR5HS3c6f78YafdJA07EQoaYm1pL2yjD6Wy+g2Nlifs9ORBl2OGY6JYNCcWwvrxYeawrj2NDe69gd8ziCQKLCwiS4U6n/cn/nsrm0JXKuiZPOynUfJxmj8ZNuZzmuD9SFgeH/YlFwqgujaGtJ42W7pTeYc82hgAZ9rpWTK2yK9TPz0DBoFKGCcGDdeViyi4jpWXxCGIR78uDWS160sayGIOIZ1j3gqraJMrllDq7m7SyTaLgGWaVHGS70GmaprdiHllVglAohPEFq4RXW2amDA9zUIYBsf2yI0g8RFoHs/PsNHkylGH349viYpNg4xBRdZ264Un5jrnjwj/MeZVbRKmz80HzHZqE1BendtmSfl/bJhWSnd/sbDV532SByMqoY0VKHbNbeMfgGynU2ijdIoSNH2+RCqqgjjmRYTECaqyu8K3DS+MRXVmVI4/m+4JM22BHpVti4mTnT9fHIujrzuY0TyXVjxpbFo+iJGbUCXaDPsmwWbUyVF33+wq/ElR0bCWUVCEi6xHHzcIo+h1y9x0b14poi+n+BpHhLRy6zaHHTIZFVGEAptl0h8Uq4falZajmtu/WqanJYTasL58LkhO7jjmiNxArNhZsErsWyqk1dCSFlr0Z2nszutd2VKGUFEuiW+3hG/ZShgGxB4aTUsEg0u7aLtGMh6xn2D4JT14ZLm4vbdgTvOBEqFmMVCZn8tk7x7G3fsgQWbukNT6mbEewWl/KsPuxFSOP9omSjGiIjKUrlTXaDtt8lzuSmaLJuf1Yisk9YOyPr6VvqWNikEc7JVV0LMxOVrQ/Kp5Uh6Xv3nQO3Sn3joVuZEvUG+7WHVNGwHCyfQB8orG7qutkP8nHELOPsOu6siRaVIJNSul2Wc0TPS523eesMbyuNzffsa66Z3J61YqBDiLDWzis7ZRlyXA0EtYJsbWvupcfFTDIeE7LP8Cc4OQdM7WUdfm8Hkcn1Vw/drY8K1tNoqDO7jSmSl8m3tghHoNZJKpLY3pSxvhCvcdVTd2un/XyDAP8jdF5TE5kgMFQhkVsEu6E2mvCopM+m7EYqm7KddKkaRqXiGfvGe4UIEpO+1QWjyBeWDERsSc4k0dxi4MTeTSSG70foOlsTs8F8FPxwGmiIUNOnJThWkFFCjDGWxILoyxuTMirSgwfsowdxo/f14lsKal9doStQmwsfMdPp/0RIdROZNiU/OaxT7rVwk15FCRs1aWxolVKmfOjryra+H3ZvcbrWtHJo4tn2Ht/vNXYnnTWs8pGEP7lIMi924RHRnUfKCAyvIWD2RyY51emrJoeg1ktLIqbnafPipJYRP/S2FWkYDBsEuYvb0nMWEYUSQKys1uoeIZzHPEdXV2CkQVSuq5N3DfMbBV8O1Fmk1jlYZPYVLjBDLO5ITJ43RidSlzxkEmgs0t8AwxCmcrk9ORFO7jZLUQnTd2cYmjdp8oSo0qAlzrspOiGQiHdvyym6toTWfa7EGHrsh+LTHY/G0coZD6+bBytgsl8XpYAWRXUbwzrvUXWsuGUmCtF7p08tjLKsMtEUFSlZtuxVumQHovDOeaT37ziOFUZAMRVUKdymnyMFo/JMb8du3ucXkZM0FZgF4Pto2cMl/2pSET1SbbbyoibdQQQt8M4ecv5uF4TdbcJQn4sYqr7QAGR4S0c1tJouqomQ4YdKko4Zb1aYVQKsP/yZbI5/YtpO7uXyKq3u9GznzdJzGBbulN63clhFQnd5iDjG2bK8Igqg+CPH5ZXhlcHoAx7lchp67EnSDz4JC0nVddQdO3Pc3ncqFri5ht2s0nwkx433zC7BuKRMMosjSgi4RBn2fAiFs72EZmKEk4VMmRsEo5qrAQp5ycafAUH9j1nyXxe8CL3IiqoU+1YmdJqTj5qPk4QSqqYrcBBXS7cq7pTWc/qMCz5yjrZz78mtj/Md2yt0sGPJTBPqudYXJThCsEYLs8Pdt5zmrt1KpUxVkTsxiJKzN32h50zr+ePU8k6ID/R0BNIXc5Ra3dKt464EnNhldrmetOvFXXrSP51eZGpP0FkeAuHlcjK2iQA+4oSdiXMnOBVa7iFU7XsbgCijTsA+6UdlS/txk7DthGLhDG60LZSpvEGX0mCgSnD69p6XB+gYjYJ95s0e72qJIaoQ7Iku7m6eWSdmlwwhEIhoXrFXt5jkUQ83iJhX9lCrsybfc1jMXWMz7YurmwhbpNwIgUifm49hoOSGi1koAOSflI/yqOH1aJFIOnGrWyjKGHj1fIiJVVKpbZX2SoTUb0xiucSukM5QH4sfpbhRRMC+WYZtnEEm0O4KcOiK3Fuy/B8EqpbHLa/YYcJf5AWB9EYTve3OgEl1bhnR20T3EXJvdv+sPG192Zcm864JRXysWVLlvYXiAxv4TAS2DKF/xXIsI0yzL5s8WixQlc0Bg+So1c8sFE8ALlaw7Y2CQm/FgOrJDGiQEZHFwitTHk1o+GGQYbryuOoTEShacC3zfbqcDan6TciPwl0zTZ1Ta0oj0e4Tmf2xM0pwYuHSBKdXZML1RheHfW8VTZ7RZd/zet6Y+OMWCoE8OMTuWZbdOUxAHXZRen2Iko9KaO5ipW0ySRoORFZtj+sjJgb3Je+xYif231FSul2qOAQCol3JzOOSfH3WV7tc1YMvVRqvlmGG1Hyo4KK+n29bHYixI+/TsI2zw5RIutq+2Ce7m6xJHA7ry8gNmGxy3nhIUvM7VZa8xV08j+7nSM3dZkfi2g+Qn+DyPAWDqfSanJkuNgzrBeQt8k0tcJLGTZ8ffZfOhlS0NRZnIhXkTCSokT9TY0WZVZXhiUab2xoM8qqMYRCIWxTsEo4JdE1d6WQ0/KKlhuR9Sph1OxC+PjxeBHIFg/PMMA3mrCP0ZMymlw4kWGRihJeKrV4AxDvMm9eNgneImH9Dsh4hp0sAWxfhAr1OxBqPq4nYStsJxYJFdVklSpF5rA/fBkxr252IsTPi8i6JfiqeWwDUB5tzo+wD9RF0eVVatfqMg6JiQwqlQasqBe0SejKsAN5lEsQ9oqhbpPgk7jtmk/pMVwmCPxY3K5b0f1xO7ZZrqOl3fmJcC2m3eJ4kXuySRAGFRxtEgLd5/QYJTbKsIePlIdX/Vevts4yS85NNjPiUCgk/cVl3edGVOaJ7OhqeWWYxeDJMOCdRMcsEvXlcUd7A8B5MB1uriJ1oPNx3M+PVzUJwPscsxjRcDHRMmIUCLVrMp+HMqx3PBRNoHOzSXiQ4S7n46KrsQJJny0OxIL93pvOea5ouCnmdYKTSbdSSgahFtkfY6JcNBYWR1B59GMJcKpqYRpHl7tlI+2RhCq9hO7D9tHskqDFq9Ru51m/13qpsZ7JYs7JVXyJQ7dleC9luE7gmguCPPams3p5MDvil4hG9Dq7ruTR0yYhoHR73N/qBWp1t5h8x+4WB684+W2qH9uBBCLDWzisfl81ZbjYM+xWx9AKvtawHZwabjDIlJhyWtqR/eLqNolC8ttohQQ6u2oSAEeGHWoNbyo8aIa5WCQA43h1OLTJ9bIUMHh5ZL28voB3B7lWTol1WkkQ8R3rSUQelS28iZKLkip4venL5y7qsp/yXxUJ3sIiugzvrKSKElA3Qu1VjonvtOZG/ISJuctSvh9PKnstmcnpvm87uPmO+TiiSqpdAp2weukxuRWqO+5yXPnX3a4Vt8REwLwM7/Zd9hJBglSG3b4/bs0l9DgCjUS8qi8IkeFO92ehnoTnMokzJunOuSIi14rX+RlsXeiIDG/h0C0OveZqEkql1UyeYfusczt4kRw3lQHglq09lr75hCZrLNHEEAamzuqe4eq8TUK08UYmm9NJ7chq8wOQNd5wIsMiyXOAuXKAnQLpRpB4uJG/XE5zLEPGw6tiiEgMkZbMzHcuUvPYDe4JdIK1SV080AYZdh9Hvm6y/XniLSzeCVreyqM4AbWzWhhKt5uSyq5DOx81Pz7vZWvniYZohzO3678sHkGiUFNXJEHLKZ9B+Ni6lFYTjeGlPIrUKw6C4LiVeAPMy/Aifl9nIssSztT3RyegAtYEuxURaxw3i0NLANUXvKwjbDKVyuYcffde6j//N3/nh5RhwiCCtbQaU4aVSquZPMPsC+cdx9Mz7GHUF122ZnFc20cq2iSGVyakGm9s6sz7fiPhUJEapDfe2NRt+1mR7nOAd83V5i5DjXWDG3Hr6M2AcX83aw0jhE6eYS+vLz8OsYoUXk1EnM9zhmtQYRdH9HprdSEnRhtx92X4jmRGL+Fnd2zqBI4J4JUQKGZxEKngkMq6d5zyIhZ1LtcrD+btd6vL68eawFunRBKanCb9IoRA0zShY+u0wsPgVO+YQcQH6jVBFrlPupV4M8YSK4zFpXKC51i8rxWvGF6rZ3x8N9FAxGPe5LFaKpMQ6ERkRdp3C+2Ph687k83p9xzHY6tPSqnOMGEQwPAMZ6Bpmlo1iRIjBoOMZ9gojeb+5XVcGhJctuY9dX5angJGAh2zSUTCIanGG6ySxIgCieaxDVdeze4Gvamw7WEeyjDg/vAyllXdz7WbtYC9llfSnKuGeKn/Mr5jJ0LNx/Esz+ZGqD3qL4tWgtDtDS5L+RmPzonsYV4Wj+hdCk1xGCHwVKndfK1iSreTXSM/PqPjlIjP0LHjobBlw/lBLJ1R73hfESCPgr5Jt2PS3mtMeOyOramrnsuExVMZFrAViFsTvEmfa3Kv7m213x9N0wTGkvAcixfxEzm2QuTR47jwpUY9LShC3x/vsThdt17HFfC+Vvh7pGfDJoE8goEAIsNbOBiRZe2M2YPZbzUJL28TD0MZdljW0cvJuBMc765I7Cat3oISyN+oraXVAKOihIhvmL3HmjwH5LvKVbiUVxNVhgH+xli8X151LxncEuhEfcdeZdGMJCRvddlNkfWuJuGt6jKS61R/uVbSamG3T6KdE73OkWglFSerBR/DtydVYmnVMYlIYH+yOWfrCP+aV71ir2tXxFbgXTtWREnN/63cYcITFrQVGBUPHKruCCSciSatuSW/tQiUbPTy+/akjeoyfiwbXkRWpGOhlJLqYJNgr8ejYZQ7lBqt9yCxfBwnmwQ/TsfqPx4rCOYY7hMEN/WfXYedHisaAwVEhrdwlMTCehLOd82GoinnGQ6mmoRTlQAvpaFGV+rEyjHZ1770VhkYOpMZvd4qs0kARr3gdQIVJewabjCEQiFs42KVEPUMA6LKsKhNojhGq4C9gY/hRCCdKibwqNZ9x87nyKsbnte1BriXIQP4MnHuLYzdavvy8d1UUKPjm7uSKlpT19UzLBrDiZgHoGyJxGjvSevWHLcKDumsu+ruRXJkfK2OSVEshtv11i1CcNwJm6Zprp5uQGzC7zUWUw1ah31qFlCGvWonM9KXcKlTL5RwFoCqKxLD69jyKwhevmO3iYbXagYfx7m+vPe91k1EAbztQUBeJGOdRwdDEh2R4S0coVBIJ7NrCipkvtGC+KVhbdwBeCsMdp938gy7ZVoDxpe6ozeDjEupHrfe8DI2CWaRqExEUcrdqMdIVJRgZHhklf0+uSXRiVaTADzIsAtB4uGmyIpXpHAnoSy2mO/YW9lyJrIitYrdLRsshqY5V0DJx/HqqOdNQoNQUtMmD7SNMiyatCZYrUBIGfaT3V/4W6VDF66SWEQnUK6WjQAsAZ7nR6TKQKf3vdKr5FxXKotU1l1JrfOwJvDjdBpLJBzSJ5TOqqG3MuxVO5knoF7k0a1ygoglwIv4udVvZtAnTh7lQd3uk15VNvjugG5xvBRzMZuEuzgkQsrzLabdFfOBBCLDBF0F/q4lT4ZlLBKAoQz3pI3uRV6qGA9GLrpS2aIZcSab00mFk/pSXRozbiIu5MTtJiCagQ4YZdWGW4jsqGrxlszMMzyyulgZBrgkOhsyLKcM22dce5U/4qEroT6UYb2ahGNpNZGHhWG1sHv4Zbh9ciay+de7U1nHpTuvyhaxSFhPwHQjbV7EnF2Hbkq3qAfa3fbh7oGu4yaT7u1X3SvEiJSL85oky9gBhMiJi5Iq6o913R9B60hrd8pxFUFkFU0nJ50OymNhX5yaZeTj+09a4//mSB4FlGFP9VLCG+tU/k7TNE6R9e7U6Uj8BCx/XslizR5WP8A80bAbC98dUMTi4Exk3aszAeYSbbYxBFcVB1N5NSLDBL3EEVOGqwXUXB4VXImk9t58S0q3BBcrKkuMB7RV9WvhHuROhCBfpsk7ic6t9rFIiR0Go5KE+QbLlOH1Agl0bjYJwEiiW23pQpfmJgciZNipSL4XQeJR60K4REgsYCi+TiS0VcQzXCDUmZxmW7GAv3acqqFUJqJgFjenxhteii5g7I+7f9nDsiHQeENUjRUhbE7+vqrSmH5M3Gs4i5F796YB7oTa2B/1RDHAe3LLe1K9Epr8dARjMXKa98qXu63AnZyIlMvyUvtMcfyohgLfH1EC6jYOr/J37T0ZfQLiZB3ht+GlUrtNVnSbnc8GR645Hp3eEx5+nM5k2L3EG8AlODq0mDbOj/szSNSCNRBAZJigK8MsWau61PmLZodI2ChV1t6TRnuv4aX0Ikns84yQWx/G/DKkk1EfEKsSYPj7nBPovMoXAXyNYTORHaWTYfEEOicyPKFgk1hp6ULHHsy8iuAGp+VVL4LEg6mp/Hk14niTWMBCQm1IgUg1iZJYGPHCw89u0sPGUlkSdSwmHw6HPJPoRMbiVVHCy5rAv+5OZN2Vdxlfq9PDPGI6Js5KqtcSrRAx18mWt1rupKQGoQyz1+MR74QmIRuLw1hikbB+b3P0kwoQWZ1sOdmMWAwBta/Vweue4brpiRBzZ/LorTx6kWER8ujVOZQRyopE1LXSjVe9YhEVtN7hPmuMRUw0cJto6OPwjCGmDLvFYefYqcW0of57CClkkyAMJjBV9duWvKIpa5MAzCXa2JewMhHVyYsXqh38oKzhhteMWqRKgJvqwZfY8VrSaeworiQBAGMK1SQaO5Ku3mWA72DnpAznbRLrWs3l1RgRH1YRR9iDxALON0YRtYOB98gWK/fexBHIk1C3ihIidotQKOTa1llUpTZi2J/nVo8EOn6cTtebiPIukvzmRfxqdfIooui6kUd35ZG3QHmNRURJ9bJ95Fz82DJL6CJJUU6eVJHSal4eW/NYPJRhF/Io6gN1P8f5v2ma+2TSqVkGgyd57PKvDIso1F5xjJUZ9+eZN3n0tlqwa783nUN3qjhpU7S6kptKrRNQl+uEj2F3fvhES7c4Xi2mvWr/M5BNgjCowEqjqXqGgbwaB+QfYDJ+YQa2BG6tISt6UzSW8r0fXHaKBV++yGsW28hqBFs8w8MqEoiyxhsO3j4A6OJK2I1y8AwPr0igPB5BTgO+azFsFxs789sWsUgAzktmrYIqA+DukfWqdsDDqeqHuYud16THOYlOVKX2IrIi16+XMsxer3ZR3t3sJwx6CSOPBDr3Cg7i5MRrqTjult0vpHS7f595JdWJbMn4Wp2UOpHJoFdpNROxECLmTh5b7++i10TDKKvmHCMWCev3drea4V6rRaLKo4hP16n8nWgCthvxaxJcynezFWRzmhCpLo9HdOHH7hyJVAzh/+5nf9z8y53JDNLZ/PH2JOYuViOv+tp6DInE9P4GkWGCrgyzouD+lOG0UNkVK5wqSrAv4jCPm4hIIwQvH5roLLbRIYEtEg7pdYPdrBIsea4iEUWFQ6/7fHm1QkUJziqxqYMdDzEyzC/18kujot3nGGrK7dVUUWUY4GsNm2N0JI0udsKJeC7KsNdYjNJoTkTWmzy61V4GxMoXidQI1rs8OSmp5Ubyam/a3t4j0lzFyIZ3IlvGOByVVJnyXyLE3JHI+if3MsfEyVYgUguX/5ujMiyUQOd+TJoEyD0/FjvCJnrfdiOP+W56hWtFwCaRzmqmZk36WATUSz6OHfETJWxu9/22njQ0lzJ+DKFQyDWOyISH/7tbDG8C6uxfZjGcmvjwcBOH3Coz8ZCp39/fIDJMKKoprESG9bbOGeGbkGmbDuRC1CZhKB72D5xkJqursY7tMAUrSjQ6eIYBzjfc6kyGG9rcy6oxjB+Wt0qs4pLoZBpuAMaDy7o0Ktp9To/j0E1IhDgyOJU1Y+Py6mJnjlF8jsQrW3gQWY9qEvltuJMTkfbSIpUgmj1UqcqEUcvTmTxKEFAP36RIxQOn/RElj14JQCLXrucyvIDKxtuD7CbZfCMFJ7XcPBZ3ZVikdqzjMREmSv7VPjfS15nMGCXeXP3/Ed2rbW8JkFOG7SYaoj5dt2PCzll1acyz3KjbaoTICgL/dzslVaSsGmAcs65U8QRZ9JgA7udZfH/E6/f3N4gME4Ihw6wLXW9aSLmxwkkZFvUmGcqwu1LHV56wQnRJZ6ODZxjgk+icK0o0dDh3n+MxXq8oYSjDMmXVAGsCj7FfMp5hwJn88UurnjH0hhf2FUOEYgTQDc/LXy6iMHspwyI2FK/SaprmbR/ha3l6ESVX24eHeumV+JaPYSj/dkqqiNUCgGftZBl/rCehdpmsiNoK3BopAN7HVqxagXHN2mX3yyrDdoQtCPLIJsulsYipBrttHBdLgIgVBnBXHkXKmfHbaOlOFR1bUQWUf4+bIus1Fjdrjuj+8M0urNetaAzAeYWGL1nnaV/0WC0aSCAyTNDJEoNsabV8DKYMp6VVR8BZrRO2STgs4zPoS4BlzolnIks6vemsTtjtlGGRxhsb2vLxnSpJMDAyzFeUMBLoxMgwYFTP4G9IMk1RAHvyl8xk9fqeYsowW3ZWt1oYvmM7ciKoDOu+Y/tlXhEftJcy3CxEqN0JG+/vE7FsOJVoaxEg5l6eey/vMj9GpzJiIlYLgCOPHpUT/NVadS/xZo1j6wMVrhDgfF/hq464KbJsG07Z/cIezjJnwiZKQEUqOAiRR5frv0mQPLpNBEVr4bpdt6Kkj3+PdSxprkqHP5VabCxuzS5EjwkAxxbT7b3Gfcl7skLKMGEQIRhlOBjPsDWDXHRm7klOBEi1yJIOI6PxaFhXw3mINN5o8Gi4wcC60K22s0kIKsOA/Q1WNsnRrgwYI43hkJFA6QanahJGC2Xv6869IoUYOXEjjx3JDDICZQFFq0mIVKRIZnLosambzMZXEgu7qmxeJdq8avvyMbyVVOcYsUhYvw7cyIkoAXX0+0rYPryTvASvFR9L327dydi+hENwXLEC8vcbt+x+kWMCuKuxskv5dslvojFMcSxjyUiQxyB8uvGocd1aj4toAjf/HmsMdu14VekA3CuYiNokAO8qQiIiiNMkjp2vcgHfsb765dG6fiCAyDCh6Cas5hlm1STUPMNOflJRpcHTByqS9e0wE+bBl1WzU7dEGm94NdxgYF3ovmvp1stabZK0SQD2N1iRwvg87Mgfr+iKlHlz9gyLJ/O5tVM2xuN+/bKVD1vfMUdA3W70XgmbItaEikQUsYiz31eEgALeCWdezTJEYojaatwSvUSsFvlxOtsKUpmc7v0XSVprd+iq1yKsDLMJsl2tVcGlfJfsfp7geH2H6lyW0IVLkblMnGTJcDqr6efCGkNkku1Uok20xBsfw96yIU5kHcmjQKtsawzr+WnhbINeNd15m4TTREPE4uA0uZWZrDgRc1FLTj6G4bsf6I03iAwTippsqJDhak4ZFl0+tPu8czUJf55hsc5K7moSAGx06D7HINJ4Q2/F7JFAN7wygTK9vFp3YfsKNgk7ZViQmDDYkb8WvSKFWAzdnuDHM8xK8LnUKhZVhv34jr2uN5E4oZB7swsRqwX/92A8w/YxjKoWYkX23ZQ676ViZzWWXX9eSmo111XP7dh6TzSY59G5WoFwEpGL1cKP8ijaLIP/u59l+JJYRPd8W/dJtOJBfjv2x1a35Ag0BHItrSZD2pzIsGBJND5GMXmUsI4U3pPJFVfZEOnKp8dxSAbXV1oF9scpoVzmHEcjYf2+P9CtEkSGCcEow5zNQcZnZWyzmGxluNbD3jYJL8+j97KoSDtZt0oSgFjjDaOahLsyzJdXW93Ujd60URFDyiZhc1MTXVZlsDu+zHMrHIOdY4siK2pv4Mdhp+oKJ9C5lGcTjuFR0ky05rGbZaNVmGw5k/t0llNS3WwFHklrooqfWxxp8uixVOympJq66tkcW5GObeaxOCvDotn9blUGhJRUh0mPlJLqUjFHTtW1J34yS/lOx1ZlgtDRm9FXz6xxREibl61ALoY9uRdRlxPRiF5ukx+LSDUk+7HYWzbEJiuF6jBFx0Sc3PPvG+hd6IgME4o8w9aEOqEYLIGuN6PPYNXqDBuzYf4m76nUFbbl5L80brBu/didVQYGo3OcfRyvxhu5nKYTaqeGGzyYVWLlpi6zX1niHFn3S3SpmYedEipK+BicyueJJr4Bzp7hfIazXAKdW3k2L/8yX9LMlVQL+kntl63FlvLd/L4tvJLqMsll27Arx8TH8c4ed/4OBaEMy9xb2HXZZCEnOa6Rgh9lWKSTF/93u+5koiXR8mNxJzhCSqrAtSJDtoqIkkS1Ai/y6Na0g6GGWwHghZTetJHcK6KCOpW/k1nldJrEyZB7gK/AYIyF3WPcqiGZx+JhcZCwfTRZLBvsvuRV4Ukfi0dOw0ABkWECEtEw4oUaipWJKKIe9RTtwJLJmjqTUjNYBj7Dn33x+BuR102+PB5xrbcqsjzEbiBtPWlbnyEANHrYJLwabzR1pZDJaQiFxGoFG0l0XaYaw27Z+FZYE1UYCfRaauZhR9pkqkAAzqXV1JThtOkGzbcL9iJKLEZvOldE/ESqJgDM4uBSdkvwoePmPRbx+vIx7MeRP9ZunfCA/AQ44kLuxYmsf2VYJ/dunbyECBtTtsz709aT5pq8CI7FNvnNvSEKQ3k8ot9fi5atZdRYj6VvWUWX//5omiZFlJxsBaIrK24xvGpr8zB1DuVzIgo/xyIhPfFQZCxFSrfghAdwnqzIxMjHKXipuevfqIYUE8rPcJ5oFFZIJfYnmcnpEws+hqjFbrB0oSMyTEAoFNLJrJt65AZGqpg6J0O0AEPxS2c19BQIimjDDcDbf6mX6nGJVVMWB+OYTsvFXjYJwL3xBkueG1aREJp0MGV4VVO3njw3TMIiARTfjPiEDpEbK2BOoGMPUZGKCeYYhSXNpDmpSbRZBh8jlcnpHRPZuID8w6/co75phYuqaxBzcZXaer1lc5qRDe+VLKarQOqWDbfkN1GFOhQKOSrMMnVFRRoPiFaT6EgWL33LlAS0U9j4sVWWRPUWuk5wq/vKFGevcxwKhZxVXYn9cbZJyKvLKQvB6U4Zk0kZotQX1ReaBRqi8LAj1fzkTUQ4cFS6Zc6PQ9KmTAzTWLqL90dcXba3CMkc2zKuxTR/bEVr/zPo3mOySRAGAxhxVfELA8UkWoZoAfkvHsusZwRF5saa36a98giI3UwiDioDD2aTGO6S/DbapaIEqz/sVUmCQW/JbFGGZWBdAjTUT/FzXcs9RNlkpUWPI3Z+eGsHX0JPRmHmVwB4mwM/Fq+Hn5uq2yKYhMe/x0qo23nlsVTdJtEiSMxrXHzHUmTLwZ4gWu+Y346tMiyopFaV2C99A+LWESAYT6q7BSUfV2Q531kFFcuJ4N/jqC4LnON8l8digsN+TkTDKPUolwU4Vw1RqeBQVH1Bsk693XGRJY92lS14tVwkDm/ZaLElj6JjsVG6JRR3cwxjItibzqKLWUcEBSY766CMj5rf1kBvyUxkmAAAqCz1R4YrE1HwHETGLwzkv3jWihKiDTf0berEwqY1ZyerwiCobHkqwyJkuFgZNipJiJHhCQWbxHctPTqRHl4pd2z5fZJR+XiUc5MVdnxliCOQzyxm9Tz50mgyCjO/AsCTUKMuqaB/2cF7rNYAxD5GRcJbeXS3Scg1hnCrmiDmsXVSL8XqHfPbsbMViC5/80vfVoVZhig5kXsZH6hT04BsjusOKDAW5wQt8dUvp+x+kSYkDDzBsSOPXt30GJyaOsgQPyefurTyGAAZtoshq5Y7Xbcy58c0Fu7YNneK2xvyMWwaLRXGFA2HhHNO7IiszIQn/z77EnoDDUSGCQAM1U6VDIfDIT0LFpAjWgxWgiJjkwCMBC3rwy+dzellarxusG7+pkw2p8+03WwSowuNN+y60DWyGsPVYjf6EZUJlMYiyOY0/GdNKwB5ZZjdGFldUJXSdyYbCvMeC9b15WFtp5zO5tBZ8JjLVrYwJ/MVxuKhxDI4kVAZYu7UkKFFMAkPMPbF1pMqmbTWbZP8Juo75rdTpMYKJpvlY9hbEzRNk3qIOiqpCglNRXVspcZhVA3hE3N537Evf6yE0u1VO1b0++NqK5Amj8Z55rvpiRzbqhKjzrZ5LHKeVDu/r6qtwI9azm/PRGQDPD+y6jLf7IL3lovmnBhk2Lg/yfjc8zGotBphEKHKpzIMmD3Cov4oHlZlWFYhMOrH2j/8wiHvWrbGrLx4SSefdJK3U7jdlJgyvM7OJsGUYRcyzSNfXq0MAPDhmhYAcmXVAKA0HtFv5s2dKeGSXVZYG5uINrkwx8hvk5VlY7FCHtUO7MfBqx5qNY+tzTtUEoCcrjcxwuaiDAuOha9s4UzMZQibwzGRIGxWy4ZoZz+GOoc4Mo0HdGXYh6+Vb4zCq31sHHlC5/0Y9VKGxSo4BFOtwHYZXlHt4ydx/H1W5Dni5FOXrVZgZ7fwowxbE7hF1XLAnpgHaZMQPSbs/sY3u1BphmU36ZG3SQyOlsxEhgkAOM+wBLEpisHdAGVtEoCx7MyIkqpNwrpszXvqPLs8udgkmF+4vty9usXoGmdleEMhhlcrZh7jC75hlvAi03CDgb/ByqhRPPTjayGyMgqzVdVlJLCqxLssVFEM3mohqb5UO9QabpUgj04tmVWsFlYSm1dSxcZiVu0tY1FI0PLnA81fm53JDJIZQ0llMcoEWrgCXPKbD4uDk/9fZn/45DeebMlajeysLDLnGDCqEVhVauWx+CLDxSsAfJMY0e+yvd9XfILgFEOVgPKVE2SrQADFkx5+RUTWJmGbQCf4fI5FwkaCb5f5eSojgljJvWzJOkCsmdVAAJFhAgDge7uOxpRRlTh651HKMXgfkugSF48iZVii4w7AEwv1hBm3WsN6WTWPznFMGW5o7y1qvNEgmUAHANsMKzP9LqsMA+aseNHELCusFSVae+TJsNUKI1urOB+jmMjqyrBwRz2HVQSJY+NltRB5cOnjsJDYrlQWqcK1I2ZxcPDHyqi6AVgTKh1KtMkuFTsV/JchfvVOTQMkk5HsSLXsvcnOY8ufY5HJiqlEW3fxWMSXrd2UR0m1z+RrlSdbViIrO0HgYzTZ+FpFCbVd5QSZxETrWFiM9l65FRE+hl1ptTqFzqNsP2SvEz4GO7eyJesA80TQ2mJ6IIHIMAEAsP92w/D8ZdOxx9a1yjF4ZVh0OYdHkWdYstONE8FRKfdjqwwLlFUDjMYbOQ1FjTcaOphnWJwMTygowwwqZJhfjlTxDPPvb+1Kob03o3vRlDzDPWZlWLQihTmGcY5kahWbYnCEjVc9hFTdUntlWLSNMj9eaxkx9jAX9Ss6tWSWs2w4eaDFvz/5JKJij6C8elkcQ9M0OWWYU5fNTQPkiJJdeTXZ/bFN8ioQjNJYxDMxEbCUaOssHovw/tgpw4xsSRI2PvlNllDz72XHpTOZkZog2MXgfxYlfnaJhbKE2m4s7P9ywRURuxj8z0GMRS6G2eIgW7KOH0c6W9xieiCByDAhMJg8wwEow4ZNQs4nZX2YN0lk4tZXOGe+6t3nPMgo33hjHVdruDed1cmXqGcYMMqrMajYJHiVQKWaBGCori3daZ18lsbEb/IA5xnuNlst5HzHxSX0ZNVuO3uCucuTt+rhZHGQIeZVfAetnmKCI/rQqXNQqY125uJKt1OSl+g5cvOBipITuxg96SyShQmDjDKcyuT0klIAN0GQHIudx1ZWXTb5jhW+h8aydf5eJNsswxyjeCyix6SqpNinLltPFyieJLD/RScIgH2SVxDEXDZnxS6GitWCxeDtMDK5DNY4bD98HZNu6zERj1ESi+i13weyVYLIMCEwsMYdgLzqCJhVw0w2xz3I5WwSVh+oMSP2vqm5+Zu8us/xYFYJ3jfMGm6UxMKmY+UFVl4NyC/nlQsuT/HgS+TIJETx4G0Bsg03GKzKsMpN3r6aBCNsksqwXb3j0phgeSn7utaGLcf72ETCIdsybzKJb/z7ipLfFJL5iqwJAWTmG95ludqxdr7JeDSMMgGiVBqPoCQWNm0f4EmB5FjsPLaivkmbsmgyZdX0OJbjIlv+i4/hJykqFAoVWT9UiJ+VmKv4WnU7THcKuZw5+U2F+BljkatqYY5hrukuM0GoSERNdph8+/BCTWsFUq1bHBRsLNbrVqaDHQ8nC9ZAApFhQmAwK8PyZJiRgvaetP7lD4Xk1RdrhQApm4RDLU8A2NjBGm54q7qjbBpvNBSU5VFVJVLtlEdUJvSHuopFAjD2q6krJdz8wAq+lJhsK2YG64RFtgoEAFRbEvny8SRtErrvuFiNlVVAra2hZYm5nQraIkGo8zGKV0VSmZzeGl2qwYST79hPBy3JCZhbeSmZ7P46G1W3RbJagV1XPZnERMA4dm2FiT4gr5bzY7ESUJnyX3b12GXVcqA44dKPMmxN8pIhW2xSms1paO/NlxJTWf0qbk4kd50AxS3AVSY8VjtMG1ceTUUZLjo/KsdEv97kjwkwOJLoiAwTAoPZM+xDGe5Om5YhRTOTec8wUwgA44ss02a0pTul34AYRBpuMIwpVJTgG2/INtxgCIdDekUJFYsEYNyMGtp7pev6MvAJikbVBUlluNSsyLLKIVLKsJuSKltajYshWx2Dxcg/hA0vnCwxtyvRZnQJFIthp6SyeKKt0dk4etM5c7WCAJVh4QoBNp3sVLzudRa/bzKT1a9/aU8qn9AkbbUwSl3pqyIB+0BFJwjsPtjE5TOItKsXHYsc2XL2pIoiEY3oNe6bu/LkUZOoAW2Mxby6okJk2f1QT1pTsFrk4xgKs0z7cB5WpVs2BwcwviMdheow+jGRXBEcDF3oiAwTAoO5moS6MtzWk5ZuuAEYZeFyGvTi74DcTZrdPDWt2H+5UYIMs2oRJptEmxoZBqDXGpZtuMHAbsYrGrsA5JfnKwW7EDHwNgl1ZZhZC/Kfb5H0o5piFEgFU4RkxsPbJJiqK7tPiWhEX643E1m5iYKh6vLEXE5ls0ug4xVqkdboTtUKZDsNuhJZyQoBzTbKvRQ5sRwXdr3JXP+2XcUkk9aiNqWu/FQrsKp9cupy/l7Q3ptBOptDJpszOjjKxNFJtToZNsij2VYgQ8r5beYThPOxRGtAM1jtI0FYNmTLqhWPJaU0Dn6bbH9k2oczVJcaJS9butLcWOSeQ4OhCx2RYUJgYMqwzJIdj2pu6VpFqeDJCa+QycyI+fqM1kx2nQwLkFm7xhsb2uUrSTBsO7xC+bOAsdzOxlBbFhMiSDx40qZSEg1w9gzLkGprPWleCZK1OKQyOfQUsuFbJZLNGKwVJTRNU6hs4WIrEPbYFtskDJVNLEbeB2ombCrtu+0StFokyb2dSq1iK3BK0BKpOe4UwxRHYSxNOjGXs8Lk3+ufgFaXxsBE5LzlybCkeTUlMo3FySahRB4LaqxqPgN3bJv0lUA1NdaP0m21bKhMePhtNnP7I0uG9cTPzpTJOiKzmmetDmOUeFMk5p1EhglbABiJrJNYsrP7fEcyoxNPaaO+jW9YJoEu/758jE3cF7e1O62X/BFRZ+0abzQo2iQA4Oxp43H+QRNwzgETpD8LFM/k1RIc859p7zWUe9k41XoHujRyOU0pEY+tAPSks4UKHYVlxIS4ElQWj+idxXT/ssKDy0pkOyU7rQH2CVrSCXQ2TTeCUFJVSui5EnPBsdip1LJJePz2mosIm3wM2wQ6FVW3KLs/gGoFEuc4EjZ3fmPnqbo0hqiEklqccKbuSWW2NJUkL8DsPVatlsNPetLZnG59khVkKjnLRjBKt1oMXqVu7U4pWUesY1HpYsdvkzzDhC0Cu4+rwaGTh+P8g7ZV+jwjw5oGrG7KL+dLl/+yJBJlsjmdGMt2I+K/uMwvXFsWE/Jt2TXeYGRYpuEGw6jqElxz7I7YumCXkIV139U6BBrnZ01zNwD59t38Oe7ozehJcDI36MqE0dihjUu2FG24AVi6tnWbyYmUSl1urm3NyGhJLCxcGsquk520T9dGXVZR3a3L8GwccnVSmQ+02NMtuj92nd9UVENGVvUEIIXqJXxCYC6nKXXhAtwqJ8grw83dVkItS04Mtc/3MnxnSmkFATDfU1q71cfCE3N1NdbwL8u2lubBK8yy32NjLMUEVHp/uGRwdlyrS2NS1hF+LE1dSeVjW2+5bgciiAwTAkNJLIL5s/fBOQeqqZd8yaRvNuXJsIy/CeATowoP824+mUKulBJv9jfKqokRWbvGG0YCnZrv1w/y/jlDrZetJAHkLSRM9fhmY/78yN4U49GwXnOSX6KVeeCEQuZyZHrjjlLJiZOlXrGKSl1cHUP+YWHXyU42gY49gLu5JgiyFQ/4OM1d6hMEq2c4m5O3jtiOhS1/K/hai9RlKcKWf29OY5OvfIxoWLwLF1BstzDGIt9VrCiGNDkxiJ+Kyg2YvdQdyQzS2fyNVubYWm1pquS+zoaAqqqxTdw4ZOw0dnFkEy1tY6haEwox0llNFy9kjwk/FpNKLTkWt2ZWAwVEhgkDCoygMLIl+6WrsSwX875J0SXAeq4MGYPecEOQyFobb2iappdWU7FJ+EUoFDIREdkqEAxMfWVeaJU47Bytb+vVa6TKPiyMihIGoZZJwuPf39Ltx79sH0OFDPMPCqOls1icKps2yEqluyxEVoU8Wju/tfWkkZP0dOe3afbu+1KGi7L7xWPEo8YksLk7ZWprK2MHs5J7Yyzylg1Wos0v2WrxowzzJKlwTMokVhBs4wRgK/B7TDp6M/q9WmUFrd7m2MpbHPgYSaUYJTEjh+arxk4AavvDjsvGjiSXV6GmUjeRZ5hAEANLwlvbmidbqst/TIlSKifjYpOQqfPLN95o7U7rxE+UUAcN/hioeIb5zxkJa/JxmBK0qmCFiUVCulosHINLxFNRHQFO1S1YNVSUYauqq5KkYlyzRhKeochKJL9Z2iDLduUDnD22KrVwWec3FkM2u7+4EoR/n67ysjW35Kzqm+RJn6mCg+TEKRQySrSpqqC8ZUPZmsAvwyt+B/mx8GRYlcj6IdQ1XDfIrwvkUaUqEvvMurZeJTsNHyN/bNVq+wLG+fiqwc/+5LfLBCqZ2v8MVGeYQJCE9eEva5OwJtDJJs8B9mVgZG0SgLnxBrNI1JXHkYjKV9oIAvyNUOWmCBSTXz+dBhkZrimTT7jkLQ4qpI+PUWRxUFhC15VhvVScvB2Abb8nbXQVU0l+KybmMkoqqyZhPiYySWulsQgSUaPzm2pCU5F/WWV/HDy2stctT8xVauHy72/pTun3p1BI7lqJhEP6deuHPAZRuotvAb5JMeGZ325De69eEtPPREN1f8JcYiEjw35sBSsKMWIROTsNYF6dVOmEZ43z9Ub1/WGfYTFquHJromDHhG8xPdBAZJgwoGD1jsreXKstpa7Uyv0UbqydPBmWV4b5xhuqDTeCRDDKcMz1dxHoZLjgC5cp52TEMFRd2Y5vDHyzi2xO05U6qZrHpeaVCNkSYoB5ApfNafo1K9p2WI9jIX5BeIZlq1oAeZXajpyotv9u7jK3pFVZ5WntztsKZBrw8LBb+vazVKx7whWIhUlJVVSp7ZRU6VW4wvtzGrByk1oOAVBMtiLhkFCTGLux+NkfPs6KAGwFXzV25GMoTPb5joXMoqeiDFuJuZ/9YfdrlRgVCSNnpWmANt4gMkwYULAmQanWVtRtEgrJB3Y2iY3t4g03GFjViPVtPWjUK0n0j0UCMD8wVZVh/mEn2tnMClZebdWm7qKY4jGKE+hkiTkfo12xa1WtpYyYikrNZ9S396RNdg0pT6qu6vrw2FrVWNXkKo6Yq8bgx8La7AJy54evqdvak1bydANmW4Gy1YJThv0QNvY95j2cfmwFqsp9LBLWGy35UVLZ2FkMlRro/ORL9fzwn2FE1o8yzCYIat1Y4/p1y4QYP2NhXRf9xGAlI1VimKvDpD3e3T8gMkwYUKjmSISKN8lKTlT8Y9b6mQBvk5BRhhkZ7sWGtvwNTbVpRhDglQXZZDO7z1WXyj+0+BiGTUJdXc77JtUIQS1ncWDXi0yt4vw4DOWRxeJfFwFfpYMnSqr1QK2WDRUPtJ8OZ6ax8H5SReWRV/sqE3ItaaPWagU+S1352R9TtQI/6mXhHK0oKKmyzTL47fKNFPyohkzV9ZNw9nWjOnnkl+EZefQz0VBZhdBjFIQXleoaDHwtaAal82OJ4efY+omR/xyzH5IyTCB4grdJ1JbFpZcQreREySZRYRCCXGE23CjRfY5hVHXBJtFq2CRkPMdBg1fHlT3DlvPjJ0aSVZJQ8R3beIaVW0P3cO2lJX151m54qqpULfcQVlUv+ZbMqUxOV4OUmiB0pU21Y/14bH0rqV1pJb+wHoeR0E7//mVfTRAK379UJofvWtRXRXQfaEFJlW2WATgowwpj0clwAAlnmxQb+QDmZXimYPYX8bOOX508Gp/jS1JKxajwPxbrda5i1+DjDNQkOiLDhAEFngz7uRExcsJusCqEgLXU7Exm9KxgKWW4oAI3dvRiXaE6Rn8qw/xNTYVUWD8XhLqsGkf3+/aklKpAAOZWyoaKKkv68jE6kxmkMjnlMm+8xSGIZXhmHZG1suhtqrPmShCyJfTM5FHx2HIl2lTKxOljKWz32+ZuXa2TVt25mrqqajmfWKjbCnwknAVBQFu6U0rl5ow4+fshS3zz49NlUDkm/DI8ACQk/fYMQZBha7K2iq0AME9O6svVuroWE1n/50clkY/fNpFhAkEAPIlQuYkwgsPICfviDZPoU8+31GzqSul+3/J4BOUyRfa5xhufrm0DoNZ9LigwAiDbLIAHr76qKsPVFl+4n/JsrQEoqa0+1OWqEqMcU56Y+xtLS7dRSkmaUHPqsmrTgNJ4BKWFOrH5ShCKdUU5smWosXL7o7eT5TPqFSZO1qX80lhEuDugNUZ+siJXA5qBTyw0/LHqE37WmMiPopvOakqVS4w4Mcvv/pVH1fsKr1jWKZLHIMiwVY1VFR6CqP5jVXFV4vDecLuY4mMprNAQGSYQvMErwyoKQZUpYSaYGpoqFgnA3HiDjaM/q0lsU1+GUAjYur5M6UEBmNVXFRKb/1wQFSny297Q1qvbLVSbbrT5UJfDYXM3POXMfK7WcKviUr5ZXVYj1Px2N3YmjbGoJtD5KEXGxp7JaVjd1G2KKwNrRr0fdYzvKuYnjh9Vl7dbqMbgGzIAfpRU/yqodfzKSipHzIOwJqjGKY9HTL525f0JwNZWfGz9Edl8DH9jaR6gjTeIDBMGFPhqEqqJB3zCjGqBfN5nqFJWjWG0xRbRH62YGcbUlOLPF0zD78/eWzkGT2iCs0morwAwYhINh1AhqXazfUlnNb3Ji1rd5Pxn1vsg5nz1BeU6tnY+UCXClh/76qYurnOcomWD8/vKjqUkFtF9koFUK9jo31bgx3fMf6bdh60gCLXP+jlVJbVI1Q3AVqCupJqVYbUY/slwKBQyTR79emxVx2H9nMqKiF0cv2Nhq1YDDUSGCQMKJmVY8SbCSMSqTd36w1y1KH1TV1K3Scj4hRlGF2oNA0A8Ela+kQSFfSbUYcKwcuXP8yRPRdEFisvn+alVzP8u+zAviYV1BYctOfupbPFNgWz5IeatnK1A2qfLxVAl1PxnWMcp2QoOgDH2pq6ksseW/8yKAKoVrGn2ry73pLNGiTcF76T1+x9EhYD+XIYv8vsqxCmNR1ASM64v1bEETR4rElHlBkl8HJXrBDB/d4Oa8KgiiIkGJdARCBLgS6up2CQAg1B/syn/AJVtAwuYl3Q2drIaw/IWB14ZHlGVULYnDBRUJKKIFjyoQdkkVOJUlhh2GNUYfAvjVT5qgrKH1kquKL18kX2j85t6Ml/+/V2pLBq4joeysJbu8kMeGzuSRnKVD28rs0moxLC2EFchbFUlUVNlG1WiFIQlwOpJ9btsbTcuUfDbVmmWYcRJ2P4sgyDII79tVRILmJ9dqvvDx1C57gH27Mtft37IcJATDSLDBIIAKhNRneQoqxUFYrGiULeyXiJ5joFvyaw33FCwOPBkuD+T54JCKBTSiadqoksJl1WfjyP/0LE+eP2q1KzUlZJlo7BtowuXenWMZl4ZlhxLJUfYmKqrsj+Gx1a94xSLwYhwOJT388uCHYOMrsb6J48q121+4uRf7StSdVXOTwAxgGCXvvPjUKs7XhRH9diaCKiq0s37jtUtbUEfW5mmUTz469aXMhyAf1lvMd1JdYYJBE/wCUl+FQI/HkF+SUdPoPPpGe7P5LkgsVWhmcjoGvX9qQk4EU81BluJ0O00KkTWYitQGYudTUL2ug2HDaV7hX7tq++PL3JvOQY1CjXDgYCy+4vqvqqql/6VuiDqvvIVP+xiCo8lgMowZjKsTrb4SY6ykmoi1GpjSUQjusVJlVAD5mOhOlEPImmNj+MrRmF/yuMRlMTUrCPsmLT3ZpDO5pTH0lcgMkwYcNhrmzpUlUQxZVSl0ucZGfnGR9JNnYkMqzfMYI03gKFDhn918q64/fu7Yuq4GuUYTJG1Zl7LxfCvDFs/p+axzcdY15ZPwlMhSozYr2/tRW+60IxE4bqtKSKyKtd+fiypwgNLZX9ikTAquXJM6ucnADIcgE83/zn/1Qr4e5FqBQfr9oMg5v1ptbBuX1kZDpg8+iH3bPsqDVGs48j/7F+lVr3ug4rBt5huGYBWCbViowRCH+I3Z+6JZCannPnKiEUH68euUtieLemYSqvJ35DG8DaJ6v6rJBEkdhhdhR1GV/mKwRRZVUU3H8O/KmVN5lNLoDN7Uv0kVrFrNhYJqXWcKowl6aPslvWB5ydBy08zhvznLHVsfdg+GFSJktlPqmrhMpNH1RyC+oq4XgFF+diabB9qMcriectTMpPzmaCV/2xgSWs+7it15XGsae5WzlkBjOdHEKQ8/7O6f5nV2JeptW/F+ELS9fh69eRr1mK6udDSXLZUaV+DyDBhwCEcDikTYaBYhfJjk9jQ1qPXoFWxSbDGG5mcNmSU4SDAVF3V8mx8jHwcRTJc7l8ZLq6brG6T4H9XIUpBJCcW2wrUiZ9eHziARgqqvuOywupDykf7b8CiDCvGqA/AewkEX2lAlbSxzm/r23oDIcNBxADUk6/5OH4I9ZhCFaExXDUhWSSiEew+rgYN7b0YW1umHGf2AeOhATh+9zHKMfbYugbzZ++tvFrL8H+XHICqkhiqSgce9Rx4IyIQfMJKAFSWmPSOUwUiHI+ETWXfRBEJh7BVbSlWN3VjKx83xqEGRtp8+QwDLvMWj6gtW9sRWVmUxPLlpXSLRAAeTrvfRVCkDKsSv0CSiMwTHhXfMev8tr5NvcIGYCbAqj7dIEgsYBxbP1YLnjD6XUIPigz7GUdtWRwViSiSmawv1fHYXUZj2YYOTN9+mHKM6ZOG4xfH74T9tq1XjgEAf/vhNGQ1TVktB4CpW9di3ta1vsYRCoVw6OQRvmIAwLg6dVLf1yAyTBhysD68VVQPaxLH8Er1smg3HbcTPlzdgj183pCGEtiExY8yzNskVJVhc0c9+VrF7HNuv4uiriyOdQXCplyb1EqGA7AVqC7R8mMJwlagOuFhcXyT4QB8usw3qWnBJJz5sVrw2+9vj+2e29SiJBbGARPVyWMkHML82XujJ5VVLvEGACfvORYn7zlW+fNsLGdOG+8rBgBEI2EiaZsJdJwJQw5WMuInY7snnQWg1n2O4ZDJI3BIALPqoYTtRlSY/ldBEAl0/LXixw7AQzVODU+GAyD3kXDIlMQmPg7/tg8goCSvgBK02GdDISit8ADBkPtIOISa0hhautP9bisIwgMNACfvMRabOlM4dIr6PW77kZX45IYZysm0DHuPr/P1ecKWCyLDhCGHIMgw+xxLUlHxCxOc8f09xmKHUVWYMlrdg2bqhqd4jqs5m4SqomtXRkwpTrn//TG1yy5Vq/vKykt1FpL5AlF1lSs4BEuG/WT3mxtD+BuLXzLMJud+kqKqSqM4cepWSGdzvvbnhKlb4YSpWyl/nsEvESYQ/IDIMGHIocgmoejv4zO2VSpJEJwRDoewy9hqXzFqLBYHFZgIqCKJLeUy6vNxAmi/GkTdVz/+y/KYQYaVxxKz/VkGvPrf30pqEJMVNoYVG7t8jWXGjqPwwV4tOGkPdRIaCoVwzym7K3+eQBhKoKkYYcihLB5BPBJsr3uVGsOEvoVJ1S1VO8c1JmW4f7P7Taqusu3DP6G2flbZA80vwyuOJcolrvotlwX4PCYB2D4A4IgdRqK2LIZ9J6gv6VeXxXDb93fFvj4TtAgEQh6kDBOGHPItg2No7Eii0lfdSuNhTjaJgQd2TmrLYuqNOwKoSMHibGjvzZf/UkzeqQ3AvxxEW9v8Z/NxqkqiiCk3DQhO1W3r8WcrGFWo9z2qWn1SO6KyBNuPrEA8qlZZhuHCgyfigunbKie+EQiE4EFkmDAkwciwagkkwGyvIJvEwMO4ujL84vidfNXy5Eua+VEeGamuVvTp5mPwlRP8l//ypaSWBWArCMAzzMawclOXr/35f7uORktXCkftNEo5RiQcwqL/mQ4AyueYgYgwgTCwQGSYMCRRE8DDvI5sEgMeQZQvqimNY0O611eZN0bUgmh56idOZUkU4RCQ0/x6hv3vz+jqUlSWRFGZyP9TxZn7bYNYJISDJw9XjlEWj+LCgycqf55Bpc4xgUAY+CAyTBiSYEvOQbXDJJvE0EV9RRwb2nsxzMc5ZpOvINRlQN2TGi60PG3qSgXij/UTozQewYs/mo5YJOxLCQ2qWgGBQCA4gcgwYUiiNgBlmBHpcCjfVpkwNHHlUZPxyrJG7O+j4D+bfPltDMFgbRMtFac8T4b9KN17bVOLWCTku4PW6GrqukggEAY+iAwThiQmDCsHAEwcrt7UYWShpefIqhJaHh3COHTKCF8NAwBgfOF6G19frhyDKdPxaNiXrWC74RX4urHTV0OTfbetx6c3zkBJTL0NLIFAIAwWEBkmDEnMOmA8dh1bgz22qVGOsdOYKlx2xCTsPMZfPVzC0MeJU7fCiMoE9vLRAWurmlJcfuT2GFml3vobAO74r11xyaHb+a7jTESYQCBsKSAyTBiSSEQjmOZj2RvIZ3xfdsT2AY2IMJQRi4QDabk99/BJvmNUlsR8E2ECgUDYkkBNNwgEAoFAIBAIWyyIDBMIBAKBQCAQtlgQGSYQCAQCgUAgbLEgMkwgEAgEAoFA2GJBZJhAIBAIBAKBsMWCyDCBQCAQCAQCYYsFkWECgUAgEAgEwhYLIsMEAoFAIBAIhC0WSmS4q6sr6HFsdjz44IMYP348SkpKsO++++Ldd9/t7yERCAQCgUAgEDYzlMjwyJEjcc455+CNN94IejybBX/+859x+eWX44YbbsCHH36I3XbbDTNmzEBjY2N/D41AIBAIBAKBsBmhRIafeOIJNDc347DDDsP222+PX/3qV1i3bl3QY+sz3H333Tj//PMxe/Zs7Ljjjnj44YdRVlaGRx99tL+HRiAQCAQCgUDYjIiqfOiEE07ACSecgI0bN+Lxxx/HggULcN1112HGjBk455xzcNxxxyEaVQrd50ilUvjggw9w9dVX66+Fw2EcccQReOutt4ren0wmkUwm9d/b29sBAOl0Gul0us/Hy7axOba1pYGObd+Bjm3fgY5t34COa9+Bjm3fgY6tM2SOSUjTNC2Ijc6bNw8//vGPkUqlMGzYMPzwhz/ET3/6U5SVlQURPjCsW7cOW221Fd58801MmzZNf/0nP/kJXnvtNbzzzjum999444246aabiuI8+eSTA27fCAQCgUAgEAhAd3c3/vu//xttbW2oqqpyfa8v+bahoQELFy7EggULsHr1anz/+9/Hueeei++++w633XYb3n77bbz44ot+NtHvuPrqq3H55Zfrv7e3t2PcuHE46qijPA9uEEin01i8eDGOPPJIxGKxPt/elgQ6tn0HOrZ9Bzq2fQM6rn0HOrZ9Bzq2zmAr+SJQIsN///vfMX/+fLzwwgvYcccdcfHFF+OMM85ATU2N/p79998fO+ywg0r4PsWwYcMQiUTQ0NBger2hoQGjRo0qen8ikUAikSh6PRaLbdYLb3Nvb0sCHdu+Ax3bvgMd274BHde+Ax3bvgMd22LIHA+lBLrZs2djzJgxWLJkCT766CPMmTPHRIQBYMyYMbjmmmtUwvcp4vE49txzT/zrX//SX8vlcvjXv/5lsk0QCAQCgUAgEIY+lJTh9evXe/plS0tLccMNNygNqq9x+eWX4+yzz8Zee+2FffbZB/feey+6urowe/bs/h4agUAgEAgEAmEzQokMZzIZWy9GKBRCIpFAPB73PbC+xCmnnIKNGzfi+uuvx4YNG7D77rvj+eefx8iRI/t7aAQCgUAgEAiEzQglMlxTU4NQKOT497Fjx2LWrFm44YYbEA4PzI7Pc+bMwZw5c/p7GAQCgUAgEAiEfoQSGV6wYAGuueYazJo1C/vssw8A4N1338XChQtx7bXXYuPGjbjzzjuRSCTws5/9LNABE+TRle7ChYsvxCHjDsF5u5zX38MhEAgEAoFAGDBQIsMLFy7EXXfdhR/84Af6a9/73vewyy674JFHHsG//vUvbL311vjlL39JZHgA4MOGD/Hxxo+xqWcTkWECgUAgEAgEDkoehjfffBNTp04ten3q1Kl6F7cDDzwQa9as8Tc6QiDY1LMJANCR6vAV57Z3b8MPnvkBejO9QQyLQCAQCAQCod+hRIbHjRuH3//+90Wv//73v8e4ceMAAE1NTaitrfU3OkIgaOxuBJAnwzktpxznHyv+gS+av8DyluVBDY1AIBAIBAKhX6Fkk7jzzjvxX//1X1i0aBH23ntvAMD777+PL7/8En/7298AAO+99x5OOeWU4EZKUMbGno0AAA0autJdqIxXSsfIaTldWfarMBMIBAKBQCAMFCiR4eOOOw7Lli3DI488gmXLlgEAjjnmGDz99NMYP348AOCiiy4KbJAEf9jYvVH/uT3VrkSGu9Jd0KABIDJMIBAIBAJh6ECaDKfTaRx99NF4+OGHceutt/bFmAgBg3mGAXUi255qt/2ZQCAQCAQCYTBD2jMci8XwySef9MVYCH2Exp5G/ef2pBqR5T9HZJhAIBAIBMJQgVIC3RlnnGGbQEcYeMhpuUCUYf5zZJMgEAgEAoEwVKDcjvnRRx/FSy+9hD333BPl5eWmv999992BDI7gH63JVmRyGf13VVWX/xyRYQKBQCAQCEMFSmT4s88+wx577AEAWL7cXGbLrU0zYfODT54DiAwTCAQCgUAg8FAiw6+88krQ4yD0EVhZNYYgbBLkGSYQCAQCgTBUoOQZZvj666/xwgsvoKenBwCgaVoggyIEh6CU4bZkm/4zKcMEAoFAIBCGCpTIcFNTEw4//HBsv/32mDlzJtavXw8AOPfcc3HFFVcEOkCCP/DJc0AwpdWIDBMIBAKBQBgqUCLDP/rRjxCLxbBmzRqUlZXpr59yyil4/vnnAxscwT9YK+ZhpcMAqCvDZJMgEAgEAoEwFKHkGX7xxRfxwgsvYOzYsabXJ02ahNWrVwcyMEIwYMrwxOqJ2NSzKbCmG5qmUbIkgUAgEAiEQQ8lZbirq8ukCDM0NzcjkUj4HhQhOLCGG9vWbAvAR9MNjgxnchn0Znv9D45AIBAIBAKhn6FEhg866CA89thj+u+hUAi5XA633347Dj300MAGR/CPTd2GMgz48AxbSDT5hgkEAoFAIAwFKNkkbr/9dhx++OF4//33kUql8JOf/ASff/45mpubsWTJkqDHSFCEpml6aTWmDHek/ZdWY7+PKBvhb4AEAoFAIBAI/QwlZXjnnXfG8uXLceCBB+L4449HV1cXTjrpJPznP//BxIkTgx4jQRFtyTakc2kAwITqCQCAnkwP0tm0VBxN03SbRCwcA0BJdAQCgUAg9DeCKGnb2tuKDV0bfMXY1LMJ/7v8f9Gd7vY9nv6AkjIMANXV1bjmmmuCHAshYDC/cE2iBnUldQghBA15YltfWi8cpzfbq5PqrSq2wqr2VWSTIBAIBMKgQzKbRCLiL7fp042fojvTjX1H76sc46PGj/CHL/6AK/a6AqPKRynF2NC1Aac9exp21nbGTMxUHsuZi85EQ3cD/vVf/0JlvFIpxm8++Q3++OUfkcwm8d87/LfyWPoLymS4tbUV7777LhobG5HL5Ux/O+uss3wPjOAfzC88vGw4wqEwKmIV6Eh3SJNhRnzDoTBGlo/EqvZVpAwTCAQCYbPhi6Yv8I8V/8APd/shqhPVSjG+af0GP3j2Bzh18qm4cu8rlWLktBwufOlC9GR68OoPXlUeyxNfPIEXVr2Anep3wqydZynF+LDhQ2zq3YQvwl8ofR4AUtkUVrWvAgCs7VyLKXVTlOKs7VwLAFjXuU55LP0JJTL8zDPP4PTTT0dnZyeqqqpMJbZCoRCR4QECpgwPLx0OAKhKVKEj3SGt6rLkucp4JariVQAogY5AIBC2BOS0HMIh9Wa1mqZh7qtz8V3HdzhaO1o5zm8//S0Wr16MCdUT8IPJP1CK8dHGj5DMJvHuhneVx9GRMp6hDd0NymSYlT1t6m1SHktLsgUA0KV1Kcdo7m02fu5pdnmnx1h6W0xjGmxQusKvuOIKnHPOOejs7ERraytaWlr0f83N6geTECzYl42RYbb8IavqsvdXxat0Mqxaoo1AIBAIgwMrWlfgwD8diN9+8lvlGJ3pTryx7g2syq4q6ogqg43d+WRw1khKBYz48QRQNQZgEEAVsM/6GUtTT55Id2vdyGk5j3fbw0SGk/6Pix9y359QIsNr167F3LlzbWsNEwYO2E1jeFlBGVZUddn7eTJMyjCBQCAMXDy/6nmc+dyZWN+5XjnGBw0foCPVgde/e105Bk8YgyChQRDQlt4W5cSzoPaHH4tyjIIKm0NO2brIb9/PWII4P/0JJTI8Y8YMvP/++0GPhRAwnJRhaZtEyrBJ6DEUS7QRCAQCoe/xt+V/w0cbP8Jr372mHCNwJdXHEnoQy/AsRiqXQndGreqBSUlVPC7ZXBatyVZfMYBgiGwQ+9Ob6UVPpsfXOPobSp7hY489Fj/+8Y+xdOlS7LLLLojFYqa/H3fccYEMjuAPVmU4CJuEKqEmEAgEghiYaumn5X3QSqrfcfiJk86mdQHGFzFPmv2x5bFy+RgB7E9bqg0aNF8xrJ9VtTgEsT9WtVzTNF/Xbn9AiQyff/75AICf//znRX8LhULIZrP+RkUIBFZlWPf7qpLhhEGG/XiG21Pt+lgIBAKBYCCn5XDOC+cghBAenfGoMqkIwpPKYnSkO5DOphGLxDw+4RwDUFd1+c8FpaQ2J5sxDuP8xVAcC5+o5kfp5rff2tuqFCOQ/eE+l8wm0ZPpQVlscNlolWwSuVzO8R8R4YEBTdOclWFJImtXTULVn/TUV0/hgD8egGe/eVbp84TBgRdXv4g1mTX9PQwCYdChpbcFHzR8gPcb3lcmSpqm6eQoKIuDapwgiGzQvlY/cfj9CSJGT6ZHuVFFEBaUIM6P9XODMYlOigzPnDkTbW1t+u+/+tWv0Nraqv/e1NSEHXfcMbDBEdTRnmrXG2VYlWFVz3AQNomPN34MAPhk4ydKnyf0LTRNw/rO9b66Gq3rXIefLvkp/tT1pwBHRiBsGQiC+LWn2pHRMvkYfpTHpH+yZVIvCz5ZPzHakm3I5uRFN03TAldBgyKPKsc2nUubRKkgxhIEufcTpz8hRYZfeOEFJJNJ/fdbbrnFVEotk8lg2bJlwY2OoAxWhqY6UY14JA5A3TNsW01CMYGOfUmoacfAxLPfPIuj/vcoPLb0MeUYrK1nh9ah9NAiELZkDCQlNQjyGIhNgouhQVMi1T2ZHiSzBn8JhDwGsD92v4ugLdlm+j2IyYpyEp6lPvGQJ8NWtSiIntiEvoG14QYAvTi4sjKcMCvDKnUN2U3M+kUmDAwsbVoKAPiy+UvlGOwca9B8Vx1RrZ1JIPQHNE3Dxxs/Vl72BsxEQnW5OQhCzVstrOOSGkvAaqxqnCI1dpDvD6sxbDcuGfCf60h3IJVNScewJu/5seb0F9TbyhAGNKzJc0AA1SRiVahK5JXhnJZTuuGzmzQpwwMTjMj6WVrlVRs/iZa3vXsbDv3LofoqB4Ew0PHvtf/GGc+dgdvfu105holsKXYE4z/XmmxVmlTyVgugf5fhgyCyQaix1s+1JduQyWVc3m2PIMiw9R6tWk0iiONi/cyQJ8OhUKgos3Wwlc/YUmBNngOAypia31e3SSSqkIgkEA/HleIARsYrdbAbmGA32LZedeWeJ8OtqVbH93nh9e9eR3NvMz7ZRP5ywuDAitYVAIBv2r5RjmFK0FJd+uaIUU7LKa3EBUYeA9ifIIhfUQwFwqZpWlEcFctGkASUtcpWqSaRyqbQme4EACQiCQD+VHcmuA1GMixVWk3TNMyaNQuJRP6g9fb24oc//CHKy/O1+ng/MaF/YacMM1W3I9UhVQeQEVfmF66MV6KptwntqXaMxmjhMWVzWbSl8jdlskkMTARR2J5/OPg5zywOTZwIgwXsexNY+S9FZdiObNWW1MrFCIo8cmPpTHcqlWgLgjwyW0EkFEFWyyrtT0e6Q1eCy2Pl6Ep3obm3GcNKh0nFYcd2ROkINPY0Ku0PG/+4inFY3bFa6Z7NYkRDUYyrHIevW7/2Rcy3q9kO/2n8z9D3DJ999tkYMWIEqqurUV1djTPOOANjxozRfx8xYgTOOuusvhorQQK2ynBh1pbVssLdd9K5tP5e9nk/dgu2XNeeaifP+QAEUxdUs775GAD0yY8sMrmMvvLgZywEgijeXPcm/tL1F18WLr22ryKJ5WMAwSStAWre4yCsCXzSWggh27giYNuuTdSqxyiQxXGV40y/y4Cd1/JYOUaUjTCNTSXOxJqJAPydn22rtwWgZodhY68pqUF9SX0+roLqzsbC9kfVstGfkFKG58+f31fjIAQMO2W4JFKCWDiGdC6NjlSHUPedzlSn/jMjwbzCLAP+5pPVsuhKd6EiXiEVg+CMr1q+wvKW5Zg5YaZ6of7COepKdykX2Q9CGW5PtesdmvyQ4Y8aP8IVr12BH+/9Yxw9/mjlOIShjwVLF+CT9Cd47bvXcNLkk5RisImgryYVfVD31Y/aF0IIGjRfy+eJSAKxXAydWidaki0YWT5SKc7Emon5+ss+1ctV7avQ3CPfKY2dm9pELepK6rCybaXaWApxJtZMxFvr3/K1PxOqJ+CV715BVsuiPdmOmpIa6Rh1JXX6yoHKRI4/tqox+huUQDdEYacMh0IhndCKkhSmkpTHyhEN5+dOqrWGrZ4mSqILFte8cQ1++u+fYmnzUqXP8/3lAXUSyl9bquc4KKvFv9f+G43djXh5zcvKMQhbBpg656dhgKndbwCqblDKsB+yNbZybP53BSWVV3TLQ3nxxY+qqyuPPog5i5HKpYRXSK0x6krqUFdSpzSWnJbT72/b1uRVXT/nZ3jpcJSESvJjkVRk2bVeW1Krk2HZ89yb6dWPI1Op/djs+gtEhocgNE2zVYYB+cYbfPc5PUbMvzIMkG84aHzX8R2AfNMLFVjJryoZ5s9zEITaz3XCPkvX2sBFELWof//p7/HkF0/6ihFEJZWB0nqYxRhVPko5jk4eq/0T0JpEDcrDeTIsS/wyuYz+/WVky4/VYkzFGJRESpTimJRURctGW7JNtzMEcWzrSuqMiYakIqvvT8Ig97Lnh70/Go4aFpTelkFngyQyPATRnmrXfVq8MgxAup0y33CDQdUzTMpw36E306vX9A0q6aY/iSx/rfixSbB98us7/k/jf/RKAYTg8OnGT7H/H/fHE0ufUI7R0tuCez+8F7e9d5upqYIMclpO97erZOUz8J9V+R5aE874TqIyCILIWtXYjlTe+qEyjtoSdWWYfXdDCGFC9YT82HwoqczioBJHj8ErqZIx2P5Xxat0scpP8huvusvGYe+vKzXIsOzKCFOjebU8mU1Kq+79DSLDQxBMFa6KV+nlUhgqE3IWB74VM0MQnmGA1Logwc454KPeZAAlg/glQCAgm4RiEh4QjDLc3NuMc54/BxcuvlA5BsEe7zW8h+5MN5asW6Icg1UJyGk59fbFSSO5V1XRTWfTpiYzKt/DrnSXTn5ZwpksOecJNSOyfiwO21Rto5fvUiZbCUO9VCWPNYka1JfWK8Xg4/BEVpaY8zF0Qi15TExWi9J8jJ5Mj3Tdft6/rKq684Ramdz3GPtTFitDabTUFHuwgMjwEITuF7ZYJADD4iBKUtj7eJtEUMqwH5JDMMNEhgMsxyQLa2fCQNTlAGoe+1GG13etR0bLoKG7QVoZG8r42/K/4bRnTzNde7LQS/n5aRkcRMJZAF5f6zWmlIhU2JfSaKkyYetMd+qEWifDPpTU+tJ61CRqlOLwSiojbKrWBJ6AtiZbpe01OjHnksVUySOvglo7wXmOg9ufsmiZXrdfhlTz1hHeJiGt6tqRe9lzzJFy/n8iw4R+h+4XLismw7LJb3bKsGoCnfXLTvVjgwN/Q1ZVtqwPcxU11fqZIJTh1mSrsv/MWh1DaSwBWTae++Y5/M/L/4OudJdyjKDwXcd3vkgskCfDnzV9hrfWvaUcIxAyzPt0A+gqptzowlrBwWfCmeqyNYtRGi0NxDPsJ1nMbinfj0+XkXINmtR3sSfToycH+9kfW5uErFrO7U8oFFIi5rx1pCpepay621aTUD0/BZVbdaLR3yAyPAThqgxLWhx0MpwIwDNc+AKzkm6kDAeHjT1Gy+LAMtBVHuZJoxwT4MMzzD3oUrkUerO9SnFMCrPi9caPxU9y1YLPF+Dlb1/2RR6XtyzHf/3zv/B56nPlGF3pLpz8j5Nx+j9P95Xkoiec+XjoBZ20pqzqchOeIDqtqY6FJ1us7qsf9VKvHSs5Ft5q4cdWYFKGfdokaktqEQ1HUZ2olo7D3hsLx1AeK1cnw5y6rKqk8vvDYsmOhbeORMIRZZsET4bZtdKZ7kQqmxKOoVekSJj3h8gwod8hogwL2yTsqklIVqRgYA+cbaq2McX+/+29d5wcxZn//5k8s3lXq4hWCUlIQhKIaJGDQCCiA/bZPhzOZ3/B4nfG8fB9fQ5fGwM+Jxyx786GcziDAzkKATJZCCEQkghKKK5WaXdn46T+/VFbPdU9Haqqe9mg5/16zUvaCTXV1T3dn37qU89DBCcMmwQXJtzzpbOQiIvPidWsMmF3QS8iG0aUWkz4D+gvjAorzRu/gAURfqt2rsKWji14Nf+qdhut3a3oKfRgT/ceSyo9VcKoVsjb6C30oq+gd8NjKfereQEWbRJ9xT5l/yZQeXwFsUk0pBuCC1DBBypmMJChp9CDXClXbielF+2zpFaLBlzkNSCyzL4otCOKct1oLODsO+7o7zCr0im1kdIXw+L2ANCOuovbU5usRSwSs7Sv0hdz/wz0KUiKwqGAxPAoxDMyrJhNwnEBnaYY5ievqbVTlfpA+COK4aDTvNPqpgHQswTwz0yumVyODmtEZMNI82YXJ9qp4oQLg24bhlGe1g2SrYDv256S/krtMCwB4mrxsPy+Q2lxCGNWhP9+ElFWaENnAZ1Tqivd6GVjuixieUEGWfh3pmNpVCWqAvelIdUQ2CYRRiTVLqhV9pFhlAuPNKX0LRsV4l5DmNsFqM7Y5oo5dOW7zHaikai5TTrCnPdFd0ZjqCExPAqRigxLnhi9UqtpR4brmRimbBLhYRHDfYe1crfyE3oQMSyeGHki+DC8x0GEuVubOu3onuDFKHWQSCr/DfUYAcRwyAI0yEKZYZOXN4TFo+bvp34a60vAyHBgn266EYlYArWJWuV23ASobuYE0SahmqItjEiqWxsq+7kr32VGgLllQ2dhoevYKrQhFssAoGWTMPMDR+LmNZ37flXasds+dGc0hhoSw6MQ7h/1igyLKYC88FpA15XvkhZd+VI57ZBpk6DIcGiIYtiAoRWNFct7AnoClAvO+lQ9qiJVludUqPCXB2jD7W+ddsIQ1GFEhrsN/UV4oXhsQ7hByBfzZmQqSDuhVGwLwe9rz+0bZAGdmHYryIIzAFrt2AWbTqlesaJlY6oR6Ui6PA2vMDYVUd0AkdQg0WVxYWI6ntbui9v2qNgK3CLD7f3t0nYY03ecbjBT5zWl1BdthrF/hgMkhkcZhmFgf8+AGHaIDJs2CcnIMH+f0wI6AJaLmRdcREQjUUyumWx5jgiOPTOATlSKCxxTDGuINt5GfbIemUjG8pwsoqVgSu0UAOGI4aFcQBfWIjy+T3qNXiUPqFtfwrCOhBHRBcKJ6oYhqHX7wtvgJXa7893KRUAs2SRSwTMe8LYAPQFqF8M6Pt14NI6aRI1lGj6IkNWJPIqFIcQ2VCql2UUfoJdGzN6OTmTYPiY88KBih7G3If4/iGVDd0ZjqCExPMroyneZK++dIsOqFgcezRUjw4lowlxkJRvd5T+Y+mS9+YPTjQwbhoG73rwL69rWaX1+tFEySmZqNR5J1Vk9zoUWF8PZfFa5+hUXVw2pBu3IcHe+25yODMO/7Pa3dDvCTUEYFfWC3ARyMVJCSfpGtKKNEMRjGJFh++fCKP8dtC/8Bi6ITaKltgXxaFyrHYtNgkd0FW9sufAz875qRHV5P7j/U0ewmQI0xVKIiX0KEgUNEtW1t9Ff7JdeRGpvQ6cvJaNk/v6D2CTsvuN4JK5shxH3D0fVDtNX6DPXDgSJug8HSAyPMnhUuDZZa07liHBR21Po8RU6JaPk6Bnm7QPyotoUSekGsy2x2pIKbx1+C99+4dv4+nNfV/7saKSjvwMFg4lHnmRfdfFONp8125hSN0U7NZoohrmw0G0jHUtjfPV4rTbEdjihWByGULBV9CWE7Bja2ReEC51uyWD7BVenL/byxUFtEuOi47T7YsnLqzHdLH6vJXVXgDy24r8q5wQxQi22oSNixchjQ7rB8pofxVLRPF4DiUdbXzLxDNIxdn2UFo+2aLmlL5L7qLO/E0WDWQvtNysq+5kHP5yiurLb4yTuddvg0X+xDZWo+3CAxPAow8svDAA1yRrz/10578hSd77bnIoVrRGAelYK8eQqtqW6CA9gFcEAYF/3PuXPjka4RaIh1YDxVUw8qkaTuLCqirNymtwWoytkRc+wqoAUfcc8p2iQbBL8WA1DPIbShqagzhVzloIdYdgThrJAS0UqMg0ha7+pV82Rau/L2Bg7b+qkheJjEqTCGe9HQ6qcWq07362Uds4tj20Yi6KyOfnZIkfxmFLrS0euAwaYoOIWizA8w2J6NWnhZ6u0ptMXfkNSm6xFIsayjujYYcQy12ZfFO0wXuJeJ7psj/7nSrlhUWBIFhLDowyvtGoAu4PjU+l+QpS/nowmK6LMupFhvgqX30XqXET5iaen0EPlcVG+AWrONIey6huAdl5R8WKeiQ5EhhW9umJ0mV8Ag0SG+ep+HRFakas4BI9tV74rlNzLYdg+htJja/+MzvbwNlKxlFaOVADoyfeY1jLdyLBoM2pI6WWCyBfLi4yb0k2oTdQq2y3ESHmYqbvqk/XmIivZG8IwI4/1qXpzLHQ80Pzmxqkv0kLWyTOsuD08SOHUhlglzw+nqLt5zEkGQrzakB0Tcx9nyttTlagybZQjaREdieFRhldaNY5s4Q2n6nMc1VzD/EfBxQ2P+OmIHDFqE6Q87miBT5mJYlg5MsxvVgYuNDoRWXHhW5BsEqIYDnKc8M9w33EY0cswMlLothNGLlz7d4fhGdZtx37MabUxsH8s0VjNog7JaBKNMb2+dOY6TZtRY7pRy+/L+xGLxFCbrEUkElG2OIg3b3YxHCSbRCwaU85BG8aCM3tKNLE9lRSSYQpzsQ3VCn9O0eXqRDWS0aTlO7wolAqWWQiOuX8kj5VQxL3D/hHb1Mm1PVSQGB5l+EWGAXmLg1P1OU6QyLBKH5wIowjCaILfADVnmgNXreKePn5yUxnf3kKvOYXakGzQziYhCmp+gtcSj7zIy0AqvyBt8EIKnblOpWpTnArxqCFkw4oMi8dGGJFup79V+sEXbGplcBCKOugsFAPKgtpSMlhx//BxrIpXIRVLaRV1EKOgPAprii3JbRIj5Tw6p7XgrN8qhgF1IRtGtgInwcbPUbIpJMUCMWJflIVsCNvj1IaqZYMfaxFEzPOjTl+cxlY3MixuDyAcK5rVUIcCEsOjjDAjw26L58Q2ZKNt4kULgLYnFSAxbEcUw7orecOIDIsRtkw8ox0Z5u8fjMiw6oIOs6Je7WTzOZ0bOHuEWeu4twk0nWNfzP0KBF9wppu9BCj3n6ciC1rkxfReKkajzHyrIVZJG5NRE7FAZYYAsT0dwcY9nEE8wxZPagjCz/QMS95sOLWRiCbMa5JMX8RFXjzjAqA+I+HksdWNpIr7WPxbph3xpikWjZXbUPQee9kkZL33btujO0szlJAYHmWoRIb9orpOBTc4ypFhIfoCMA+a+B0qiBc7ylXs7BkOnJt04F+VBWOivSESiWgvoBOj1Pw46ch1KOfV5d/LI8MFo6C8oINvf3Om2Tzmg0SYzb8DWALMv0NIN6ebCYL3ZUY9E7JBCkzwNjr6O5QrJ4rHre6iNXHqmlfyUvFvWvrBMwRo+Fo9faBBFnkJszwyvyFx24NkTnBK3aWaTcIt8qgyLuJUPr9BENtUXXDmFEmVPXb9xLCKuK+IxoZws1KbrDW99ypjG0TcDxdIDI8ylCLDPsm5uVB1skmoVrJziwzLJgi3tCX82EkMu3iGVcWwbVqUR2RVLuYdfQNZINLss9wmobqPxcgwv3iWDLW8uvli3hS+E6onmGmUdC0b4mK+IMVIJlRP0OoHUN4Xujlsxe9tSjdpp88zDMPsC7c46PSFt8Ej9wYM9Rsn4byiEwEV39+QakAKKdMSo5P3tSLXqkpk2LauQmwnjKlv2YIM/LsS0YQZ+QeCRanNNhTzDPtFHlUiqUEEtbgw0ZIqbmBfyR67fkI2iABVsbGIizW5XQRgRbFURHUYYztcIDE8ijAMwze1GhBOZFh1AZ0ZGebT8ELET5UwPI+jCSebhGrET1wJD5T3k4pQskelqqIsMtxX7FNKDSUKUNH7yMW2ShvRSBS1yVptu4XYFx0fNWDNNMCFX5DIMK/KF9RWYN7wKPalK99l+qbNyLCOGB74THOmWTuFnrg9Qf3yPHIYpKpYoIptHjYJWfHoaCuIJcoFGSQsJE5WC7FfYYhh2RRtTmMi/i1z3DnZG8Q2ZLanp9CDXInZBsSoezwaV/odhRHVDSMay9/DF2s69UXlRsPVJkHZJIihoDvfbU5vNWeaXd8nLYYdSjFzZKPLHLGyElCOPKpGDe1J9ikybM0tLS6+UYlg2oWsWTZV4WIuLnwDgBRSiEfiltd02uHHq8qNE2+jLllnKQMbJDKsK6h7C73mhdQsdR0gMhxGVT7RVqA8JgPHVSaewcTqiZa+ySLeIDSmG7UEqPi9DWm9dGZiG0EqaNlv9lUXZwHOkeEwFnmJf4chtmTayBVz5kyO2I7q+cluP+GEsT06bWTiGVQlqqztKBy79rLQHCXPsIMVRvy7o9/fUibOqPD9YfZFwXvslLJO/Jsiw8SQ0NbL/MI1iZqKH6yIcmq1gJ5hcdEO/8HqCBwgvLyvo4X+Yr+5D8ZkxliEX5BUSvymRUX4ifYGgK2S1lkoaW9HR8iKIla3DcAaMde5QRDfn4qltMWj2JcgYlgUXEEFaGNK36fble8yU5GJmSC0I8Mp/UIXdhFq7ucANgkxd2xPvkepH0HyvoZiK3ATWxrT5/bIo+r5yS2qq3LsykQv/RbWuqUQE9uVibo75Rm2tKGyPRlrG3xcZewwbuMq9uXd9C8PB0gMjyIO9Pj7hYFypFe26EZQmwS/wIkFP3Qjw2Ek6uc8vuNxPNz7sPLCrOEE9wsno0lznwRJpWRPraaTqF+MbJl2GAUxHIaQtbehOw0vRlL52AQR1LqiT/zM9DoWXc7m5auBcZyErKoHWiytHnTBZiaeQTqe1i/y4tAX3fLFFeVxNY59/llL7ljZzAkOlgDlimCDuEBLJ3rpGHnUmM63b4+ZrSOAuOdR975in+9iSbcxEfvmN7Ylo1SRtYejcvy7CfNELGHeePiNC/8e0S9s9kXyxqmv0GemrKvYPxozI0MNieFRBI8Me/mFAZj+sVAiwxIL6MQTAPeg6UaG7SeLIDaJH73yIzzb/yxeP/i6dhtDjZhJwp5KSfZElC/lzZsae2o1lby69oiu2I7sfs4Vc+YJ1rRJaESX3QR1kPLSQduw+I41FuHxi3pLbYv24jcxU4dqkn6OeDHmF06ZqVlLP2zCT9fvK0a4dNsQBTWgWR7XJqgjkYhy4Q2nm0lxm2TSArrZCsIQoEp2gBAijyWjZB7fbpFhmRsNt75k4hmkYinLe9zwEsOyx102l0XRKDq2w48Vle2x7x/xOb++eO0fWb+7mLKOV5S1tyF73A4HSAyPIsKODHtlk+DP9RZ6fUvL2gs6AEMfGTYMw1x4xqOrIxFx8RxHdWqVX3AiiJg3KXz/APLp7+yFVYByZFh2P/H3idOrOiLUjMbaPOq62QoaU41a0+diGw3pBu3oMlDepjHpMWamDt1IamOq0TxOlCPDgtdXZWpWxC78dCLm9ps4LmKzuaxSuWt7pE2rYptHkQrVnLpOkWGxcIRqP8S/A2VfyMgvznWzJojt+o1LZ39nWTyGYNmw90UsduHXjowAlW2jNlGLZCxpbUPhBsxTmEseczKRbl9BLaTOExdaiu3mS3nldJZDBYnhUYRMJglAo+iGwwI68U7Qrx2nqSExMqxy58h/oOOqxlnaVqU7322e0EdSyUg7XMjzaUNAPwVSQ6rBTOIej8bLeXUlxZJ94RugHtUV2+DTq0PpGbakedONDAuLq3QFdW+hF33FPrMvvDiErmVDFLLa4j7VgGQsaZ4LdKqtmR5bDf8y3w/RSBR1yTrUperMHKmyAjRfypvnr9BzBA+IR5mbbcsUutBGVaLKzKYSRlQ3iE2iPlkvPSPhGXnk6dV8xoUfT7XJWiRiCctrWnmGQxCPXuI+jGisTH5rr77IpvQLI7rsJagz8YzScTscIDE8itjfIyeGxVLIXkLUzCbhYJOIRWOm3cIvwuzoJR0QTIVSQS25vS2/aWe/9zb49cn+/5GGaJPgqNok7NPEHNVUYnYBCrCyzIC8gOTvEwW1ThYHuzDXWRAoLvwUbQVBcuHyNnoKPZaFoH5wEZuIJlAVrzILmgQpMGFexBVvBu2iTcd7bPdx6vh0+fFdn2SVuKKRqHK6OKdZEXNcJO0NbuV+VaqtiVPo4u8HkL9RsCxUdpuGl/GkOhTLANg5n/fNT8jKCLYgAtSc1ZAoJOLZjuQNSxi2Dy/xaPGYe7RTLBUdb5o4sr/pMCLdXuMqPk9imHjXMSPDfjaJgZO+lxDtK/SZ6aCcbBLi835i2OnHm4lnzOIBKlXo+A+Qr6gvGAWlYgwc8WQxksWwWWRFuAHSzgdqm4pUzZ7gNAOgak9wEtRBxLA9VZxOdDkeYZ447UV4QjRWrPCkKx4jkYhZKU3ZJiHYR3RtEmL5YkBPyNorUurYJOxtAPrHvljaVtfeEI9Yy/2qFN7gbdQkaiqn0CXb8fJwqpSqlvHH+o1NqOLRIYODWIzH67zgluLN7IvkDQsfN89sEgEiw6Jlw6ud9v52GGDBH/tNk9iXIMJc1Tri1IZKX4YLJIZHEbI2iUw8Y16Q3YQsF6jRSNRShUhE1m7hFBmORMqRGBWRw3+AE6onmNMwOlYJ8cIykuqn2+FiWLRJhJEcH1CLpvYX+80bK16BDoDyPnayWoRhk9A51sS+iBerjn41a4/d+qEjqu0eaDMyrHDsipXjGlONyqVx7X3hx5mK0OK4FalQKnTRbxXlYp8CFYbQtRmlG7TL/TrdBHJkF1fJeDhVhHkYQtYeXbb0JYB4TETLmRO8+uKW4s3elyBR0DDaEJ/3Ghfx5o0Hk1TbANwzbIhtdOW7kCvmXNvwii4D+otihwoSw6MI0ybhExkWhaibGObP1yZrK1LjcIJEhgFrxgJZ+A9rTHqMdhEEwHphGdFiuCf4Ajp7qWyOiqeUC6RYJGaJjqn6bD0zUgRYQBem77hoFKXLkIvt2D2pKn2pqO43IIZV2ugp9Jg++YZ0gyUqpiPuA0WGXcZEJuer2YZNlOv0xUkU8P/L+DfF73JLRSZTPc5LWMjaJGRErJ+twC+SKitw3Bbyic+FJR69xtcrxZvYF9mx9bNsFEtF1zb8xKPMeVtWgEovCMxUtlObrDWLJckIc9e+aHjvhxISw6OE7ny36VvziwwD/lFdr7RqHNF77IWb2NKJ1oknfF0PJ2D9kY+UO1cnDvRV2iRU78jdblZUhKw9isrh+1h2H3n5y8NIrdad75bONGAX1MlYsjwboWFxMIU5j8hqVPfjn+UL6HQ8tulYGpl4xmxLdcW3W4EJrZzUPK+1sPpcJmuCUxuA+kI8JwFZk6hBIpqwvO7ZhkuULYzcvoC8r1Vm6rtoFD2DF36R1DAWV4VhKxDb8RSPvd5tyOTDFaueOrXDz08GDM/znJftQ2zbqy9edg3ZNvLFchYWp8h9NBKVmjXy3T8KC0iHAySGRwk8KlydqPasPsfxiwzzxXNufmHxNd/IsK1UKUcnMiyelHQ9nGI7wMi5c7Ujpodzigz7TXNxnAQoEM40r2pk2HER3sD/s/msVM7jQqlgHpP8GKlN1pZXwkvmPPaKGmp5W+3+ZRVBbdtHVVH1yLBd3IsrvmV/A4VSoSJ6H6TIC/+szupzp/2jkq/V0oZwQVdJuSW+J6wiFXZkCxh4RQ3FrB9BIqmqacS8Iql+Kdp8xaNEhgwuHp2KSwByN3JiJhen7UlEE1ILN00h6yIeZfriF42VOVb4Po5FYo6ZosS+yESGXcWwwgLS4QCJ4VGCrF+YE0ZkWNozbIuMcXSqk5kX0VSTdqorwHrCae9rH9LE4PliHstXLsevXv2V0uc6+jtMcSh6huuSdVLTXBy3E6x5syEh2tzEsBjVlRljJ5uEeAzK3Dh15jrNRSb8+2PR8ok/SKo41Rswi083bRXDOpFhs8KZRmTYSTyqplcTsy/wsQgUGXa46ZG2ODjl5eX+ZcVCF0GKVLgJWbHoht+xL5V9IYAABeT2k1+0T6YNS7o6l0gqF9pev0VZ8ejlVfcTbCpjkoqlzBu2inYkLAFheob9tserCI7423OzQMr0RbQsevWFFtAR7yqyfmEOFwZh2CS8IsOGYbhGhlVz0Pbke0wPX1OmKZhNQjiBFoyCUnQ6bDYc3IC/7/o7/vv1/1aq4sWjwvWpessKdNmVyRw3IasSBRVLDouYmUuMgtT0t1Nf4tHyKn2pvgy8pzZRa053i21KZ7ZwyFagmvWgp9Bj3rDYxWOgyLDGAjonO4zq9vD31aXqzAU8quI+X8w7+lJV++J0k60ymwGEFNV1ETn895Mr5XyPfbf0hmLfglgTxP4FiTzK9MVyw5Ssr3g9GomWqx9KCD83sSWTZUN2TGQFqH1hok47vp5hj2PX94YnVbbDuBXB4TMDbmMCyBUBkbWxjBQbIonhUYJTvlkvZCPDXjYJmUp2vYVeM0WbW2RYVojyk0QymkRVvEopclnRlu2CMJR3r/t69gFgY9XW0yb9Oe4Xbk5X7nMlv6LLYheVKKjbxVwseSrTjlOeYfFvmRsn3zYkbRJead5kjzk+/tynK7ans5ivYgFdAEEtthckDZ/ugs1oJGo5v+hmcRB9j9oL6GzHvko7bjeTloIZkkUQgqTuko0ahjH1LSOSxCI+FX1RiKT6insJ8ejXRl+xDz155xsWu6XHqx23cfHzHQPCb9HjWPHbnkSsnGXDrS9+olxs3+34d8utLUJimBgSeGR4XGac1Pv9/L5e1edk2wAqF+2IqEaG7XfoYdkkxH4OBfu695n/39axTfpzfJ873QApRYZdorpKkWEHSwFHpSSzn/dYRvy5pooL0b+snDfZIXqpk03CXEA3kGe4r9gnXbTGKzIcJPOI2IaMFcZtmlalShpQ6YEGwsuxbQoTiXRxUpkgfNqRtUl4ja9bsQx7O1LRPhefrowA9RN9gH8RECd7kR0lj63LmFTFq8rFLly2yU+AyvSlM9eJgsFmiFwjwxJ+dxkh67efpfaPz37mbYizdl79GEoboiwkhkcJbb0soihtk+CZIFymUryqz3H4j8Arsus1/SebjYJjv+gEsUnwH3NNpMby91AgRoO3d26X/hxfpdtc5R4Z9hMFPfke18UhYp5hr5RBgHPBDQ7PO+wnQoulonksVMwiKER13SLD2kLWIZKqmh0jiE8XqFyEl0TStICoRqkdhWwAW4GKHUD8rgoBqtAXwzDK4k/0DEsuzjL74meTCCkvr187XudJ3oafnSsUm4RPFFT0pLotZpURW34zEuJi2SCWDT8hK7NY0rzuuAhqmb7wtqsT1RVFVTgyUXepqK5P1N3PagEI2+Ny3HKrhVNOa3sbhZJeYax3GxLDowSnSmRe+GaTUFhAJ5Oqx1EkKabMsp9kdbNJiAJwbIyNl2pJWs6u7C58+/lv453Od7Q+D5RtEoBaZNjMJOFhk/ATw3zsktFkReReTBkkm0vaaTW87ELJbC5reqbtXkOVY8VvMZ+qZ1gUKLoV9YIUEXGKkkUiEaXoJeD8W1SOxjpEl6sSVUjH0qwvKjMRNuGnYrfoznebYsluY5FZnAVUFiFx7EvAghmyAt9LcImZIAItrpLY135iqyHVYGZlcTt+TaEkI7ZctoeLME/xKOPTDcHioBJJdW1Doh+8fa/81jJRar8bMJk2zKwULucWmTFJx8uzwSNhER2J4VGC8gI6LoZdigeYNgmvBXQ+i/AA7wuFamTYfqLWtUmI3uOmqNrqczt/fuvPuOutu/DHTX/U+jxgiwx3bJf+nOkZdrBJqFYislfPAgaqPA1E//0u5m7RWEB+P/FjpSZRg0QsYXlNRUD6FRFRtUk4RXWDtKEaXRaFn6OoVsyO4WjZCBBdFttR8ahXzEQoRMz5ezLxDNLxtPm87OIsgKUe5OOq6xkuGSVzXL0sDl596SuUrS66/ku/Yhli20EEdSwa8x1fmeglF1tu4+tVIY3D2/fKnCATBfUbWxUB6hpd9sl3DDDh75Xfulgqeh5rHL8sG37WEbEN1/0jIYbFfo4E3zCJ4VGCdmo1N5uEYjYJN0+QU2J8jpln2KUPduwnJV2bhHhiMlNUaeZCbO1uBQDs6dqj9XnAGhlWsUmY1ec8bBJ+F3O/XJ6yEVmZpPR++8nTd6yxgC6I71hcIGIRoIoFM5yOf/7/3kIv+gp9/m30l4WfGL1XzeLglTdZOrrsZ3FQELJB8lp7FR+QrXzlJqgB+Yt4Z3+nKcQcSylLtMOP+3g0jupEteN7/H7P/Hm3YhmWvnjs6zD8sVI2Cb/IsMxUvk/mhHypXFwijO1xy2oh04afnxtgsz1e+7kj11GRMtIJ32OF34w6VJ/jhLF/xNdJDBPvCj35HrOClHJk2McmIVN0I1/Km7YDO15eUjE67edJBSp/gPyE0FPoka4qBlgv6FwM60aGuVWhtadV6/OGYVgiw3u790oviHIquMEJKx2TrMjxigzLClk3ESu2ESTNm04bdnFhRob79CPDNYkaMw90kO1Rjgx7pYoL0Ib4t0oqMjefrlQGB5d+AP6Ls8x+eEQfpaukDYic2kRtxWyGbDuiRcLPf+k3Dd+YbvTNHRvEM6zUF4+orqwA9epHIlaeuXLqCz9GopGop3iU9fsG8UCrRlKdCqPwNupT9ZaUkW5t+Ea6JaLu3flux8JNsmJ4JOUaJjE8CuBR4ap4lWtkwY5fajWZbBJV8SrEIjHL++24Fdywt+3nSRXb4j/i2mRt2R+oEB0WU//wVfm6nmE+9nu792p9/nD/YeRLeUQQMU/sOzp3SH1WJrWarGfYLzLsNb75Ut602zgJWVWbRJA2LO3Yjjnd8tKiuBBnI2RWSDv1JRKJmH+HYfuQiaQWS0Vz8aF4QZYpu+rUlwohq1Btyk0sqdgkzN+wU15eyXRxXgJF9G96Re99F60JhTfccPNQW9rxEEli+zIR0Pa+dkdbgVhdMIg/Ngxrgqx49BKy4nne7QZBpi9SHtuBokft/e2OgR0ZcS9+h9NvQEbE+rUhtuPVF7/CTWSTIIYlPLIoGxUGykK0K99V8eMtlApmpNnLJhGJRHwX0bkV3ACYJ7UqzvKlymQJsP8Ao5Go2T+lNFXCiUmnkpcItyp09HdIR3RFeFq1MZkxmNEwA4DcIrpcMWdeuJz2u2wJVy8bCyDnbxWT7DsdL++2TcI3PVsIKd5ypZzU/vZrRyWPbZBcuJbFicL4chGbzWelsi+4RqkVRLVbVFcsI+4302N6Jx2mncOYFalJ1JhFRby2yU/Iylg2/CqtARKeVIlpeDErhdP5mo+pW7EM2b6EkbpLRoD6tSMrHqVtBR5jKy42drqWyRS68OuLajTW6fiXtY6IN+xeYjhIX4YbJIZHAaqZJABYcgPa056IJ8qaZI13Oz5i2CsyDKj5hp1OBjq+YdEna9okNH6sfYU+ywJE7h9Wgd/IjKsah2l10wAA2zr9xTBPqxaPxh0FqMzKZMA90sfh+8frYs4Fam2y1hQQTm343fDIRIaDCFmV0tBubWTiGTMvqVRU18Ufq7QgMIw2BvafvSpfXapOOvuC2I5r9gWZqK6L37c2WWvONMn6fb1SkQWxSYj+TU+Lg19uX4nIsMyCpjAiqclY0pw59IukuhXLEL8jDM9wR3+H402YjF3Dry/muHp4YwHvLBvi+dNrexLRhHke9uxLAPEoG431CoTIWkfEvnpGqQP0ZbhBYngUYGaSUBDDiVjCXIxjt0pwYVsVr/L0JgH+dguvyDCglj/WSQyrpmcT22lMN5o2CbepQy+4RYKjY5Xgi+fGVY3DtPppAOQySoh+YSefYXWiupxMXiKy5bZ/xIuWaxseIlZ8PohNQnY/G4bhu4CuYJRnPlz74hIBFYu9qAjzIFFdt6lrneiyXTyK2Rf8BKiXMJBdtAa4R4bFC7SskPUrUuHZhmReXs/Fbz6RYTN3bL974QG/2RmZvqhOW3sJNl9rgocNRTbjQX2y3kzR5vSbDsVjK+FdFr/DS4Amo0lfC6LXPgrDVqAaGXbKsiFrHRHbCaMv5Bkm3hXMTBIKNgnAPaprZpLw8Avb23ATw25+Rw6/m/YTOW7ph7Qiww4L6NymDr3ggpQjVpKThYvh8VXjMb1+OgC5jBJ+2UPEZPIyeTjdLsQygstPEMhWoDNFrEfmkb5in6eHM5vPomgUHdtJx9NmPlxZy4ZTX0y/r0QeW9/FbyF4hmXa8JoylhXVfP84ZT2Qvej5VRaTze/rlQUltMWjMhYHnwiZWHjALY2l3+wM4L8oUDZSF0bk0UuwyWY88EvRFoY/VjV66bSfxTFxW9zIkRHDstkXPG0fkjcrTlk2ZEUs4F0ERDpyr3CTPNSQGB4FqKZV47jl+ZWpPmdvw0lIloyS74IM0ybhk2uYn0zi0biZgF78vJZNIt2IeCQuldDeCR6R5+jYJLiAHl81HtPrBsRwx3bfaXwuxPnCDSdUIltuFx2ZqK5vZHhAPIppqFTbqU2Up9C9+sKzPGTiGaRiqYrXZSPMYVg2uvJdZgnWQP5ll30ku1BMbMNxwZmkkBUFqF0YyC6UEXP7ehapkIwMe9kkZHNs+82KSGVfcLE4pONpc12Eb+aEEGwSXm2IrweJ9nkJNt6PumSd76xiGFFQmUi3bPSyt9CLnry1gqJMARF7O/a+uFVLdGyD/6YdbDWy25OIJcwglX1sZdsA3G/A+ov95sya742ThE1ouEBieBTARZlTvlkv3IRsZ94/rZpfG/w5M0oXMDIsnkzEC7FO4Q171EGnPC4Qjk2Ce4bHV49HS20LYpEYego9lnRrTpilmB3SqnHME5FEZNg3tZrHnb2fGOaRYb9Kdl4L6CKRiNSNj99MhKwI9Swvrbgg0CmPrUpKMzfhx/vmVXTA3oZXGrEgPl1VQe00JgA8o4VO7Thd1FXzDPvZJNwyOABqmSD8hKxMG4f7DjtnK5CILgPeEWZVW0GQRV5e7RiGoZxNIojtw1LswnbMyLYBuO9nsbS09PY43WhI7h+vvshGl8XvcRPU8WjcsvbIsR8SNqHhAonhUQAXZeMy45Q+51Z4QyUy7FW8g4sBr5KaMlXsAPeLX9AFdGKbqpFhHp3lJwStyLDgGU7EEjiq5igA/lYJmdkAv1r3YvWsIEU3/MRwIiZkDZGI6vrdOOlWPBSf9zte+IXHSZjLVpBzs0iIzyl5bG37iPetaBT9y2V75OWVvRn0ioLydnsKPegv9vu34SKW+PNBxlb0THIR4tgXSTHsNS5SacR8bkplppz5dhowHMdG1e/rZwnwbCNdPv7t46siHt0sG935bnNRna+4T7nfsMgKc69iF2FsD2+jKl7lOFsl4rXgjEdX/RYEAu77WdZ+In6PfUxk8mKb/ZCwCQ0XRowYvvHGG3HaaaehqqoKDQ0Nju/ZsWMHLrnkElRVVWHcuHH48pe/jELB+mN96qmncMIJJyCVSmHmzJm4/fbbB7/zg8iB3gNmXtrJtZOVPusaGZaoPscxfccOB7rbKninPvhGhl1+xKo2CbGyGP+hqkw3i/CI/LHNxwLQK7xhRoarxgOA9CI6r4IbHL+LuZhuy20ficLPLfroJ0DF19z2k2EYoQhZr8IdgEJU10M8yrbhFaUWBYUfbpFhMTtAGH3xE8NePuraRK2Zl9TTVuBzTpDpS75YzmvtJHQaUg3m4iyZWYQgNgmZY9/vptRL2HPi0bjnTQtv26tKGiAINodpa9moodf4enm57fgJUHvFRcc2PCLdSv5Yt0iqpL1BfE8YgtopC5BWZNi2n2W9voA1qiuiEl2WsQkNF0aMGM7lcrjqqqtw7bXXOr5eLBZxySWXIJfL4bnnnsMdd9yB22+/HV//+tfN92zbtg2XXHIJzj33XKxbtw7XX389/vmf/xmPPvrou7UZoXP/lvtRNIo4buxxmFQzSemzbovfZKrP2dvwylvp9eOVTa3mdkJRtUk4eY9V0kKJcEG6oHkBABYZVpkK6s53m2ntuBg2fcM+kWFuk/D0DPtFpAa2tyZR41g9CyiPb8koueeS9rA3cPwEZG+hF7lSzvKdbn3xFDg+YitUz7CPxcEtk4TYht8xZ/HdB1j85tUXVVuB05j45SWtaMNnwaZM+WK30sN+i7MAlqfbz/coM2MklVPXwzcpZl/QXfyWL+XNc7b04jeHIkOyftJ4NO6a9UNFKIUhQL1u1lXEo9uNj4rH1u13xKPWfjcqgM2yIfRFnMVTsaDY97PS9rjcOKmIe/F9JIZD4lvf+hY+//nPY8GCBY6vP/bYY9i4cSN+//vf4/jjj8fFF1+Mb3/72/j5z3+OXI5dZG+77TZMnz4dP/jBDzB37lxcd911+MAHPoAf/ehH7+amhIZhGPjb238DALxv1vuUP+8mhmWqz3G8pq5lvHDcT+pnk3C7y1cVw2byc2ERkKxP0Q63Ksxvng+ACTq/7RDhFonaRC2qEuzumUeG/XINy9gkfEuESvgME7GEb/TRK4rK8ROhvO1ENOEaDeLHo4xlw02Yq3qGg0R1+fHv1BfZfvj57r1ypIrI2Ar8xL1v9gWJdvwWnMnYJPjxbK8O6NQXv0VrboJa7Ivb76cn32OWofcsPexxsyFmX/CKDHv1J6zcsWFYAsLwDKtEl3kb9swJstX07O24emwVbAVBxKObZUNcF+B1PTX74rKfdW5WXK0WkmKY3wR4ee+HA5UZ8kcozz//PBYsWIDx48ebzy1duhTXXnstNmzYgEWLFuH555/HkiVLLJ9bunQprr/+etd2+/v70d9f9sB1drIfXD6fRz7vX7EpKPw7nL7r1f2vYnvndqRjaZx31HnK/amOM5HT0ddh+Sz3btbEanzbrIpWObYBAAd72MFfn6h3bacqxj7f3t/u+V1mW0lrW9WxslCT2f79XUxENqQazPfXJ9gF5GDvQaUx5DaJ8enxaEw14nD/Yezq2IWqxiqpz+/p3AOApcTj3zu5mlldtrVvc+2LYRhmVNprbP2260D3QBtJ9zb46935buzv2o9JmcrZBy5cxOPF/i/3VR/qOeTZl4ZUQ4W1iVOXYGL4UK9zGwBwuPew+V6n99TGa833ubWRL+bNqGF1rLrifTUxNqNwuM+9Dd5PwHkf8Tb6i/3o7O10vQE40MXGpSZRA5RYFFAcWy6gDvQc8O7LwAWsNl5b8T4+Jgf7vI9/vj11ceexbUiyvuzv3u/aDv8d++0fr30sHitu7+Hj4taX/d3l80CxUEQRxcpjNjZwrLjsZ95GIppAEkn33+HADb/TPuLno7pkHYyi4Vl5rzHZ6LhNbV1t5vfwbXHDHN++yvE1j5FY5TFix21f8xkr+zHvdB2ri9eZnxGfF/eNXz8iiKAmUYOufBfautrM6wHvRwQRVEcrf8MV25Ng22PfR+Yx73K8ivDjxT62vEqp33mW05hqxL6efWjrasPs+tkAyvu4LlkHFGE5TpzGlp/7XbfH5Tds2Z6BY6U7342uvi7T78y3pyHpv38A4fjv9j5HDQYq3zdqxHBra6tFCAMw/25tbfV8T2dnJ3p7e5HJVF6QbrrpJnzrW9+qeP6xxx5DVZWc6AmDFStWVDx3d8/dAIC5sblYtWKVcpvb+ln0cevurXjooYfM57d2bQUAbNm0BQ9tecjxs5wdBeZX3texz9IGAKztXQsAOLz3cMVrnD0FJgj3d+53fQ8AvNn1JgBg11u78NA75fd1ltjNSXtfOx588EFfQ/8ruVcAAKWukjmmu97eBQB4e/fbnn0QKRpF84751WdfRaaQwWEcxgN/fwBzEnOk2libY+MT7Y6a39tVYraJvd17ce+D9yIRqbQv9JZ6zQUmLz31kuN7AGBXgW3XnsN7HLdrTf8aAEC+I++53ZE+NqYrn1uJ3YndFa+3ZdmJ+rXVr6EtZs2Cwce4o4fdYL284WU0bG2oaGNzfjMAINofde1Lax/7HW/YsgEP7XV+z6buTQCA3Vt246Fdle/ZntvOvm/3ZtfvyZbYzEgEETzz+DMV0cedhZ0AgL3tez3H7bWe1wAAbTva8FCb9X2GYSCGGIoo4u5H7kZDtMGxDf77ShQTFd+1YsUKdHWz4+XFV19E8k3nRapAWXS9+sKr2BPbY3mN/wadfsMiW7q2AAC2b9rueF7o62ZR0udeeQ7Y5NzG+p71AIC2d9rw0L7KNvYWWUaW1s5W176sz7E2Sl0l1/f0d7MAxrNrn0VxQ6U45MdbPBd3HFeA/c4AtijQ6be4u8B+Cxkjg4cfftixHwCwI8f2odP5ZVuBnYOThaTvuSfbw47L1a+vRt2W8qzdljzbL4l85TFip73UDoCJIvF8KU7Dv/LsK9gc3ezZTq6bzbbax3dzF/vcO2+8g4e2VvZFvI5tzbPrzK6Duyz9fr7veQBA9/5uqfNxqphCF7rw8KqHMS0+DQCwr8hm3TKRDB59xN8G2dbHzlvrt6y3nFt2d7J9/MbaN9DzWo/jZzn8vNHe344HHnzAPG+80suuOYd3u18HRQpdLBjw1EtPofNVdn2TOU7EsX0n9w4AYPMe63mOi+r1q9djX8w7L75hGIgiihJK+OvDfzXPUfy8tv+d/Y6/YTvdPSyw8MJrLyD9VmUGmcGkp8d7n4kMqRi+4YYbcMstt3i+Z9OmTZgzR05cDAZf/epX8YUvfMH8u7OzEy0tLbjwwgtRV+dvIwhKPp/HihUrcMEFFyCRKJ+Me/I9+O7d3wUALD9rOU4Yd4Jy25mdGdz99N1IN6Sx7MJl5vN/fOSPwCHgzJPPxFlHneXZxtaOrfj1g79GKV7CsmXLLK+99MJLwFZg0ZxFWHbsMsfP7+nag1/c9wv0R/orPi/yp0f/BBwEzjrpLJzbcq75fH+xH9+783sooYSzLjjL1+d8aNMh4BVg1lGzcMEpF2DFihU488Qz8Zen/4JoTdSzDyL7evYB9wDxSBzvv+T9eP7p57Fn1x5MnjsZy2bLtbF3w17gVWDelHlY9h72GcMw8LO//Axd+S7MO30eZjXMqvjc1o6twIMsSnDFJVe4tr+naw9uu+829EX7cPHFF1fcKOzbsA94FZg9Zbb5/U489ORD2L13N2YumIllM6zvKxklfP1PzJd/2ZLLTNuG/bjd/up2rN6wGmOnjMWykyu/69HtjwLPAS3NLVi2xLkvPW/34PGXHkfduDosO8v5PfesvAfYB5y26DRcPO3iitdrdtfgb6v+hkRdAssucm5jc/tm4CE2DX/pJZdWvL4zuxO/uv9XyMVynsfLE08/AewETpl/iuMx8ZO7f4L9vfux6LRFmNs017GNVbtWAX8Hjmo8CsuWsjbEsX1j/RtY98Y6jJ8+HssWOfclX8zja3d+DQBw5YVXVkylt3a34hf3/gK9kV7H44Rz+4O3Ax3Aue85F6dOOLXi9fVr1mP9W+sx4egJWHacc18efepRYA9w6sJTsWxm5Xv29+zHz+/5OfrQh4suvsjRBtH5ZifwMnD0pKOx7Ezn73n1pVex4e0NmHj0RCxbWPmeR7Y/UnG82Y9ZwzBwy523oFAq4JRzTsHE6omWNp7d8yzwFDChfoLncdC4txF/edL5/LJy50rgaeCopqMs52Andry2Ay++/iLGtIzBslPK75X57XD6i/34/p3fRwklnHnBmZYSwsbfmF3jfcve55sjeN3qddiwuXJ8zWPk1HPxnonvMZ93uo5tad+C3zz0G+Ti1t/RG2vfAN4A5s+c73pMi9z12F04eOAgjll0DM5vOR8AsLp1NfAEML52vNQ5vX9zP1asXoHq5mosO6f8/u/e9V2gBCw7dxmm1E7xbCNfyuOWP90CAwZOP/9000bw7HPPAtuBk+adhGVz/fvy3HPPYfP2zZhyzBTz/Y/veBx4Bpg8ZjKWXWBtw2lsm/Y24c9P/hmx6pi5/flSHl/7EzsPXHHBFVI2h1vvvhUHeg9YzlGPrXoM2O3+G7azed1mrN24FmOnjsWyE+WujWHBZ/JlGFIx/MUvfhGf+MQnPN8zY8YMqbYmTJiA1atXW57bt2+f+Rr/lz8nvqeurs4xKgwAqVQKqVRlOpREImERp4ON/fue2P4Eego9mFo3FadMOsU3IupEYxX7MWTzWUvb5krtqibfbWyqajI/E4/HLf3oyLNo4JiqMa7tjKlmfqJcKYdipOiYexQoT8WPrRlraSuRYB7T3kIvukvdaEp4e9Wc+jS2eqz5HbL7tD3P+jMmMwapZMpcvLi/b790Gwf62HTThJoJls/MqJ+B1w68hl3duzBv7DzX727ONHt+19gatl39xX7kI/mKqmE8n/SYjPv+AYDGDDtOugpdFe8TvWxjq8dWLMTjxy1vw36scbLFrPldbn3hx1pnrtP1Pdyz3VzlPDZjqsb4ttFVZNHWhlSD43uaa1gGj95CL0rRkmu6JF5ifEy18/g2phuxv3e/47hysoWs+V77exKJRHl78u7bw4+XaCSKpuqmCoE5rpalZCyUCuhDn2lHscNnQpqrvce2I9fh2hf++3Nrgx+zRaOIPqPPnGIV4WPiddz69aWzwI6TpkzlOU481zalmtDW24ZsMYspCasY4v1wasOyTR7nF/4b9GvD0k7O2k5HoUO6jUSCrQHozncjW8ia518+w1CbrEVVyn/G0218+TFiP0+L32+edwf2dUeuA5FYBPFo3PwbYPYxmXMp9+qKvwHZfcNprma/aXEf9RX6zMxD42rG+Y8tEqhL1qEz14lsMYtxiXFmm/w7ZPpijm2+PLYy52pxbMfVsO8+1H/IfK69h/UjGomiuabZtxwzwHzDB3oPoLNQHtv2HGtnbLXc/uH1D7zOC4OFyvcN6QK6sWPHYs6cOZ6PZNJ96k9k8eLFWL9+PdraytO0K1asQF1dHebNm2e+Z+XKlZbPrVixAosXLw5vo94l7tl8DwDgyplXaglhwD+1ml9CbaC8CK9klEyfJcevuhnAVs/KVBbzWhksmyHArR1xsYFf8QIO9wvzSOiEanbDpVJ4QyzFLGKmV3PJKCGTVg0AqhJVphfVq6Sm38Idr0Va/ERfFa9yzUgBlBd98AtdRTsDx4rXAiCZRWdmO2n9BXR+C17Eanhei8X8UmbJ5Br2yzQgk01C3M9OF8BULGWmP3LbHjH1ndvvmS+Kk0mt5tZGIpbwrQjJn/daSOSXISOMog6yi6u8zi9KFcF8UnfJtCH2VxxflYVvlr4I4yuTt1zELUUbz4Agu0DLaWFhGNvjVvVUtS8qWS0sbfRWbo9qBgcxWGH+blzOA17tiMecme9YcWxVF6i/24yYbBI7duzAunXrsGPHDhSLRaxbtw7r1q1DVxe7o73wwgsxb948XH311Xj11Vfx6KOP4mtf+xqWL19uRnavueYabN26FV/5ylfwxhtv4Be/+AXuuusufP7znx/KTVNme8d2rG1bi2gkisuPvly7HaeCGYZhKGWTSMVS5pSaXVTL5OCMRCLlXMMuQklMg+SUcFyl8IbTSYV/XqZ4AYdnc+B3vVwMqxTeEEsxi0yrmwYA2NbhnFFCVgwD3ici2ZROXmnRZEUFj/C5ZqRQyFXsdtOjkqu4O9/tuljJLyOFbDU8P2EgJcx9blikKgRK5LF1W03PyeaFrBYuIlSlL17Hi1+2DpkUU7JV36RTkQX4/fA2nM4vMsc9x6+og6p4FAWOtmAT+iJmPpHpi1sKPFVxP1jbY6Z4kygu4dWXMIS5SlYL8X1ilg2VHMP2vgQR95RaLWS+/vWvY9GiRfjGN76Brq4uLFq0CIsWLcKaNWwRUCwWwwMPPIBYLIbFixfjH//xH/Gxj30M/+///T+zjenTp+PBBx/EihUrcNxxx+EHP/gB/uu//gtLly4dqs3S4u7NbOHcGUedgXFValXnRLgIzZVyZtWo7ny3eScpU3QjEom4pmiTLRHql2uY/xDdyj+qFN5wOtEmY0mzXdn0L1yQ8sgw9xPyaK8MYilmEb/CGypiWKbWvW/5VY+Ka1yY+qV0kk2t5iUKxDac8jmLuYrdtqk2WWtGo1yj1BLRrTCEuUyKNj/xaO4biXRmnmLYp6oeb9+ripbfRU8sluGZisxHmMsct75iOITSw7IiNBFLuJ5fVCJ+bimqVEWOU65h3dyxTtHYmkSNa8VRt3YsQlYhtZr4Psc2FLdHLHah2ob4Xj4WYmlp1ci9k7iXbSMRS5jXZd4Xfg1Q2R7776i/2O8ZmHJipIjhEZNN4vbbb/etFjd16lTf1ZrnnHMOXnnllRB79u5SKBVw35b7AADvm6meW1ikKlGFaCSKklFCZ38nxlaNNQVtIprwLR3JqUvW4VDfIUvUo1AqmOLW78fnFxkW74qd7tBVcg27neAa043I5rPsdW9dB6Ayzy+PDO/r3odiqYhYNOb5+Xwxb17U7Dc0PDK8vXM7DMOo2GalyHCmMsrAkY7qDlgOvGwSfpEtv33kVzkOKIvhglFAd74bNUnr1KVMruJYNIa6VB06+jvQ0d/hOIYqUWq3KKhMJFXV4uDYRtq7H4BcNNZsx6UvMqLNz5rAxzUaiXrOOvnlTnaryGdpQzLPcJDIsFK1tUwTsvksDvUewoz68joYHZtENpdFvpg3bUm6U+hBopeeIlZVPHaUP2sYhvb2OAlz2TZqEjVIRBPIl/I43HcYmZqMsogVv49/tivfJV1a2t5GkGg5f282l8WhvkOYgRnKEV3xvfz7ReuIjI0SEEpM9x9yvJ4NF0ZMZJhgPLv7WRzoPYCmdBPOmuyd6cGPaCRqeqG4kDUtEsk66YPWqfBGZ64TBgxEEPGNMPMLo1tk2O8kq2KT8BLD4ut+8FyL3CbRnGELEgpGQSq6zMV0IpqoODlNqZuCaCSKrnyXY1th2yRkPcNOQla2DS5kxYuDajuZeMa8QXO6cRLb8Dp2/Y4X01bgIbb8xL1KJFUqMuxWMnjg+Wwu6ziuQDkC6Fky2CXBvtkPiWi56FMslCpzRct6Fv3GRUYYiH0plipTq6mKYcfIsOTMF+B+o6Bik6hL1ZledSdvq1shk4q+eIgtVauFOL46Yth+fuot9JqzlEEi3bLlqTmRSKTiGqAqqIFKP7ZYWtptcbgdUzwGEPdiX/ixotOGvdy1X2DKsR8D31coFcyZoeEIieERBrdIXDrjUs8FS7LYhSz/V8YvzHEqycwv4nWpOnOVsBumTcKlepvfj9i0SfhU0BKnae0XDlWTvz0yHI/GzQivjG+Y2ynGVY2rOKmkYilMqmbZKZx8w0o2CbcSrsW8WQra7+ToFQWVvZiLN0RONz0yJZ0Bb++x2RefCk1+thopm8TAd7gKNglrgkxZZ79tqkvWlW0fPsLcS1z4Rallqkm6LYgy+yG5uMqrcqJhGFIeaP6aAcOxL6o2Cc/IsErpYZtdSSUiG41EHT22qiLH0QeqaE1wGl/RYyuLvS/831Qs5Tq749ZG0Ci1W19UorFjMlYhq9OGk2VDpx37Mad6gwCU96Vd3Kv0Q1yg62TXGy6QGB5BHOg9gFU7VwEA3jvzvaG0aff7cqHil6/XqQ1RDKtMyZg2CZeLud8PkAskP5sE/0HHIrEKsR9UDAPAhCr5jBJumSQ4ZlnmgGLYKcoAlPePVzlajhgFtXt1ZcVwLFr+Hqf9JGOTAMqWDV4l0dIXCZEkvu7nX/YS5vw1N/Fobo9EdNnL4uD3OxIXIfnaCiQW0Lm1ISNkY9GY57jICGq/vmTzWRSM6NCJVwAAU5pJREFUguV9TsSjcddxKRkl6VK9np5hhXOcKaqF6KXFVy5RYheoLPlbLBWVyg4DLou8FDM4xKNxc1/bhZKOx9Y+Dd+YVo88itk6tPriEtUNEo3VEY/ViWpzUTrfJtnFmpa+2I45rRuEjPMNgkobgP/M03CAxPAI4sGtD6JgFLCweSFmNs4MpU0uCrmQNSPDEovnzDYcUrTJChPAPzLst3jAL0pnb8dpmlbFJlEySubFSBSkKhkl3DJJcETfsEi+mC/nXBaEuBvmCdF2R863sz5V75tmh49v0ShWTHPJWArMdrgItVkcxCi1rJD1jAwHaEN8XsYf63cDJxVddokMi757T1Htc/xLZXCQTEUWRMjKLgLyykohYz+xt2O/Eezs7yxnPZBMi2Zvo1AqKIlQp8iwaAlQznowIHDa+9thgN2gypxrxf4G9aTa/aRaUVC7eAyQ8YBn6yiWilIZRyrasVkCwhD3OuLRbtkQ06Op+H3tx1wY4j6oGB7O6dVIDI8QDMPA3W8zi8SVs64MrV1Xm4SCGHbKJiGzyMXeBzdh4ZdWRtYz7PVDVvmxHu47jIJRQAQRc1oMKGeUkBHDbpkkONPrpwOozCjBPcTxaFzKyuJ2R66SD1ScsrRHZFU8j262AC6OI4j4RqnNWQAHz7B0dNnPJhFCzmOZiJ+YwcEpO4as795vwZnMPvJdcCYrZHl0rb/yd2QK6gB5rVUuxm594dtSk6jxtZq5nRfEc5WftUdsxyldVjqWRlXCv9AFIExb2wROfare147G8Vr8pjUN368fNQwj8piMJc2CQof6DqEj12HeIMjsG479eDFtHwFSkeksWgOsM3p839Qma5WskfZjLohlozvfjf5iv9ZxIr6fxDARmPUH12NLxxakY2lcNO2i0Nq1R3XDEsMqYissz7CfTcLrh6wSGeY2hcZ0o+UCxIWtqmfYCVMM2yLD/LvHpMdIVxAC3CPD0iucfRYAyVx0uHi3C0hRfPpl4fDMeSxZRMTLJpEvyaX/8hPUUpHhgX7kSjnTGygi67v3E+YyC718bRKSMz2eC85kxbBHX1TOK35FKqQE9cB7ego9ZhRXbENWhDqJAVWLBFApHnXEFhdah/sPwzAMlv5LYTGg2Rfb+GoJajdPqoLv2N4Xcd/4lZV2asN+o6Ejhtv729kMooYABazR+6BtBInc1yXrEI/EzXbC6stwhMTwCOHeLfcCAC6YeoGSn9cPe+ENLooDe4Ylp1UBec+wm/FfNjLsdRHkP26VTBB2m4KKTYJHht3EMLdJ7O7ajVwxZz6v4hcGrNEbMfqoevFzE3+qFaeAypsenehykMwWXgvXeLu+0VjJwhBeNwlidgzH1HchLPICJItu+NgkTE9pkLy8ijaJIEVexO8JIoZrE7Wm2A1U1CFT2RfVQgpAuNE+vro/m8+a2T902hksz7AKTuJRNRprt+fotMOvd9yXHnR7Dvcd1o4ui2OSL+XN866uZUOMUgfZP8MVEsMjgJyRw2PvPAYAeO+s94batilk89bIsMr0kt13DIQbGZZNrdZT6HGtKgZ4n9y8Ilp2eClmnlaNY9okeoJ7hpszzahOVKNklLCjc0f5u12EuBtuaW1UPN1iO6JAkSksIeKWCUK2cIf4Hs9FeAGySYjRWK8odRgZKSKRiKcwl91HXuKxt9CLvmKf5X1ebXTnuy03XxV9kfQMO6byk21jYMzE1fQcpXRmLn1REReRSKQiegnoz6wE9una1gCEsbqft1GdqJYuliF+ZxgeW56OjwcjlD2pwj7SjV6K2yNWPVXpSyKaMG+ig0RSxSCGavljjmi1EG/y+XlYFsuNhkbGEIBsEkRIbMhvQHehGy21LThp/Emhtm16hvut2SSUFtAlrL5jQH5KFPDPBuF3kq1N1pqWAZnSto42CcG/yRcruGGvPsfhkeEDvQccBQWnZJTQ1jvgGXYRw5FIxHERnWmTyMilx0nFUmU/nWCVkLUUcJyyBHTnu82IktICOtt+1vIde0QNg9gkVKPL2VzWMaeu7MyIV0YJWd+9VzYJ/lwimjAFkBO1ydpyDtsAOXW9KtnJXkjtq+kt/VBIAeYqhlWFrFdeXsloHf+9Hu47bObl1bJJ2D2pQSOP/YeVt8XexqE+NuukI5R4Oj6eok3Xk2qJpGqOiTi2ZtXTSFzpWii2c7DvYPC+9B5SzvTBEW+SRWufnxXNrS/i2MpWn3NqY7hCYngE8HL/ywCAK2deGXr1FrvFISybhEoqGDGybBeiuWKunBvY5QQZjUTNE5anGJawSYi13N1wi842phrNaW+vssyH+w6jUGIL8OzRZRGzLLMghg/2ssiJrE0CcF68o3rRccqewMdaNieoWzSV9yu0yPC7kJHCL7+v7MyIV+U36by8XrYCQcR6nTvEHLb2dvKlvPnbDmKTkI0MW1bT224SzMIdEgLS7QIcRsU2XZuRAcNc/KkzDW9Plai7ul9sJ3D0su8QuvJd5k2hSl/EFG0WIasozMVzXBhT+Top3uztBPLYCrYl7RuEgTZKRsm8hqiOKxCOBYUiw0RgdnTuwPbidkQjUVx+9OWhtx9mNglHz7BMZaWB7zJgWNoQ2/HLhyvjG/Y6SSZiCbO8pNNKeBE3324kEpHyDXOhPCYzxnOBB48Mi7mGuUVD1iYBOC+iU8n2Ib5PFCcq9gbxfXbxKCtivdoQ+yabTcIrb7LfyT4ejXvmTZZdWOiVok05uuwhQINEUmV91F5tiIu0ZC7qbhklVFJmuQlzFQuX+F1BbBKJaKKcl7e3nBZNpQ2nvoSxQCsUX+tAGyqV1hzb4ceIYuRRtI8EFWy9hV4zV7zqmIjfG0aU2hKNVdzHiVjCPEdtbd+q1Q/xe1u7W7WsI+L7KTJMaHPftvsAAIsnLDaFVphUFN3QqEDH39uV76qYApT50SRjSTOyaI/KihEYr+wJMhkl/C4cbjl57ZiCtKpSkPLCG15i2Eyr5mKR4DhllDjQp7aADhC2SxD5KiIJcLYWqC7sGEybRK5YzsjgJ0B5GwWjYJ7c7X2REfhuFgeVog4y1f1kK7YFsVoA7hFmcXW+3xSrWzRWjBzK7Ge3i6fKTbZbNEpVoHiJYVmbEVC5n7RK7ArZLXoLvYEXV4nRyyCCTVeUA4Kful+IUut6UvsPmWMiayXj1CRqzMWSW9q3sL7piMcBIb8zuxO5ErPLBbGg6O4foDwum9s3W/7WaWNrBxPUQawjh/sOO6aRHA6QGB4BJJHEFUdfMSht2xe/adkkEuX3duW7lIoomP2wRag5sicCqciwz4VDtkqO1yI2mfRqfPGcWyYJjhgZ5icQbpNQOdGbU6IBIsNOkToVEQv4Z6SQ6QtvgyfXt7chU1EvHU+bdha3NG8yFx63YhfZXNYs6iC9+M1hAZ1qKjKvRXgq2T7s4lHlxtbNe68aOfQTwzIXdTHNlXisqApIL5uETtotvkhMJ41YTaLG4qcOI/IYVAy397eb5yWdaXh+Ltvbtde8oQ1lexT7Ii6W3NLBxLCqKBe/l7eRiWek80hznPzLQaLUQcQ9/wwX1EGsIwWj4LpQfqghMTzMue646/Cv9f+KsyefPSjti3mG+wp9Zi5NlTu/RCxRjuzmOpVK/XLcIruyFwy/1f1ixSi3KTiZqRzDMDzTm8kU3vArxcyZWjcVEUSQzWXNRSpeUWk37FPXhmEoX4idxlfXJmE/GSrZJJJl76WTLUemop7Yl4rjTcG/7BfpllmdLxUZ9lu0NvB6X7HPNfuCSiQ1jEVrvBqYvR/SAtQl2q3i1XXy6QL6C+icilSoRIbt46uzgC4SiYQSkRXFlinsFYWfOL7bOpmVKwzBlogmzEW/0m2EsIBO/EwYtgKzDY0bBNGywa8lQaK6PCNRkDb4jKbOmIgLuYerVYLE8AggFUkpJQ9XgYtVAwb2dO8BwBbTqJ6MeHQ4m8sqCxMgvMiwm02CX3i8UsvI5BrO5rPmDYOjTWLAysI9Z06YYtil+hwnHU+b4np753Zk81lz2s0t57IT9otwT6EH+RJLQScdGXaYQle96PB9JJahFduUERaJWPlCGUSYu80k6ORNDjKVH0Z2jKp4lXl+sEeHlSLdLn1R2Z5kLImaRA0AW4EJhX6I7xPHVkx3JXWs2NJccbRtEv2VMytBqpMFjcge6D2gVBJaJAzPsOiDDiPyKLahGnkMy7JhtwQEaYNfT3XGRMyowmdZtSwoQkRWty/279XpByDYYYbpIjoSw0c4qVjKnDLend0NgE3FyYpYjmi3UF2gAvhHhoPaJMxV6KkGV9+jTPqXAz0sKlybrDXHTcRcQOeRa1jWMwwIGSU6tpsR6dpErdIiFbd0TOlYWioLBGAdX27ZUPHXAuy44um7RNEWhpBVPeb8xHCQAiBKbchkk/A59iORiG/pYRWfrmte3gBCViULBOD8WxQX08rOXNmPfUveZdUFdL2VMytKi9+EwhsqGTrc+rO9c7tpx1H2pIawyEtshwvZoRKgougLZCsY+Ay/WQ/SBkdne8SMKma7ASLMQfpi/16dMQGcC88MJ0gME2Z0eHcXE8Oq5nixDdEmoTL9Z1ahy1mFhexdvnR5XI8fsoxNwq/ohYpNws8zDFgX0Zlp1TzSsTlhX0CnMz3Lx7dQKi86U7E3AOwEb970DOznklFS9h47zSKoCnNX/7Jk+i9AQlDLLFpzySah6rs3/cu2yLCux1ZENeuBk8XBzAIhORXvZB8RjxPZyKHbjaDKVLx9e7rz3eWZFY0FdGIRhGgkqlTgCChvExegtclaJGJqM4eiMAkjksoz3gRpo6fQA0BP9InT8JyhEo/2z+iKR3H2rzahvo+d+qK1PZngbQDl375MldehgMQwYYoLUwwrZJLgiOnVVDMVAIKf1J5NQvJi7meTkBHDMrkQ/cQwjwxnc9mKTAUcv1LMIuIiOrPynUImCaByAZ3OApNMPIN0jEWjuShQLdwBVJbeFnNLy7bjFRlWbcMtqqtSOdHua9VJZ3a437rKWmVBoL0dS18UhHkYtg9LX5w8toq2HKfosk72BacqadKCekAMdOe70V/sN8c4HUsrLYzi7RzsPWiZqVKdhbOLYS2Bwyu29evbJMTPyFQ59GvD7JtiWjWzHeH3pnOD4NSXIbUVCN+tK6jDiC6LJcl12wAoMkyMAPjFdld2l+VvnTayuWyokWHZKVpZm4TXicltmliE2yTcorPViWrTP+0UHe7KdZkiWckm0Vm2STSn9SLDfIW/Tn5ToLw/uYBUjQyL77W3kYlnpEvBOpUwVo12Ox0vhVJBqRw5Hz+3RXgqeZPFiLvYhqzv3szi4BIZlrmA+S6gC6NIhaI1wSkyHEgMa6QiE8WAaCtQOb8BZQF6uP+wcjl0EdNjO5CtIEghhUKpoJ3+CwhpGj4EwWb/bu3oZQhRXftxEYaQDUNQA3o3GqINS7cNwH1R7HCBxDBRGRnWsEmIU9dhRoZlo5h+eYZlLoL26k5O+EWGAWBCjXuuYR4Vrk3USkWVeGR4V3aXuShP2SYxsM28up7OSnixnYrV8BpimH82kL9cuHFSFRdONgnRdqGSTSKIrSATz5i+bYvw08wDLbZhGIZ2DmcxLZrqfna6qdRdbNnR32HmJ9aZ0bAv2tGJglo82X2HtI5ZwJYuS7PErtiObgEEgC3OFctzq0a5OcPF12rvi66grhCPGqnVEtGEJaAUhjAPw2rhtXhcpS86YwII5wWfPP5DBYlhIlzPcH+n3vR5KphnWLx4OiX1VvEMd/R3VJSF5nAx7GVV4IU3nDJK8IV1fpkkOOOrxiMTz6BoFPHq/ld9v9uJRKy8ql5cPa56krYLSBV/LYfvZ7sYVvFNOt34hGGT4NtTm7ROC/r1wy0aq2z7ENpRzgPtEI3N5oV8xwpFN9zSoskeL2IE1N6Girjn5a4rbpwUhAHPYVuRwUG33G+QErvC+YXPMOkIJXuO8aGchg8lkmr7nYTRlzDaiEViWpZBezthiOEw9rHX4nGVdoKOrV+F16GCxDBRsSApSGQ4m88qp1ESPy+KE3HFta8YHrjYF40isvlsxesyfkN7BNUJblXwjAx7lGRW8QsDLCrFo8MbD24EoC6GAWtUSieiCwhT8f3t6Cv0mT5BncgwH98gVgun1Gph+I5Vc+F25Kw3T7p9CSMybNmegTaq4lWOmU/sJGNJx1ygqlF3L8+w7DkhFo1V3GzoRHXtU7O6FiEx2q1zEwhYBT5fcKZlkwhrdX8I4tHeFx3RFo/GLTfDQ2krED+n4+d2akc7Sp0KLkDDaMP+2aBjS55hYthi9wgHXkCnIbacCjLwi47MHXoqljKnmzv6Kq0SMtFQsZa7m1VCpuiFV0YJlbRqHO4b5lG+oGJYd8GMGBnm+zgeiZt5ZVXbAPSKFzhFhlVnI8Jog7+vZJScC0xoWAIq+hIkFZliP4BK8diT71FeHOUkhnUEpP0mQasEsscCOhVEMWxaHBRFTiwaM/tu+n11bBI2z2YYloCg6bIA6zlYuS+pcIXsUEbLgXBEaBjbI17TdNsArHaLoDcrlGeYGLbYI8GBIsPCAjqdyLAYkeU/GtWqYl4FDPxOCH4ZJbyqz3G8IsOypZhFptdNt/ytI4YtkS3dyDBfiNfXbrE3qCTItwu/0G0SARbQqQq2RCxh+i4d25EV1Q65hpXzJjuUhlZZPMexi0feXiKasHhMvbD/hvLFvDlbo+I3rEiLFkKhC50xEdsJmpc3jOpkgxEZ1vaB2kSfarEMp74MpbgXF0sGEY9hL34LIsz594cRGY5H4lr6QOxHe1+7qw1xKCExTFREXYN6hnVWSnOB01csl4RW9ebxxQF23zEgHyXzqpLTW+g1c79K2SQcCm+YkWFJzzBQjgxzgkSGRc9jGJFhVUFtv2ExLQUaEUPeRqFUMCOzqlFdMWeszjaJmToAoFgqmseftK0gZW0D0EhnZlvcaGlDYWxdsy8oCB1xTMRFfNFIVGnWSbz5EvukUwKZLwrUuVEX2xEzQQSJ6ur2AwCqElWWCOxw8QzritiKdobQ9iEulgxDgOouTBTbAPRvVoDyfgki7kVBHfSGp2AULDNpwwUSw0SFTSJIarW23jatnJNi1TseHVZd6OW2ur9YKipHhp18TXzRSyae8UzYL0aG7Yv5zFLMKjaJAc8wwO7MdXyGYqlp3dXwomjTieiK77dHhsNIzwbI38jVJmtN/2aQvti3RytvMo8MB0gj5pQJQmc/V3hsNTLD8Pf2F/vRW+jVzqnLt4nbEnQWfvKxLRkldPR3BLdJ9JZtEjoCZVCiugGLIATph3ijFUYkNUjk0RKNDSAe+XaEJR6DtgHopzMT2wnDJmFfvKmCW6n24QKJYSIUm4ToGQbUplUBFjUSq9gB6tETt/RqHbkOGDAs73HDvOg5rHgVM0l43R1zoSsm6OfoiOGpdVPN/zdlmrQWdfDtOth7UCsaK74/SHTMFLI5q5DVEaA9hR7ki3mzjbpknVQWCID5N80MJjYxrLJN9kIVvI2aRI100n+nHMHKGSnEBaQDv0GdfN/2yLBqGWWA3SzyBXtBbDnijalufmwxzdXhvsNaeYYBa5EK3QV0gEP2hRBy6g7lgrNEtJypJqypfO3IYwjiXvzsUFsTqhPVqE/VIxaJKV0v7Jw68VQkogmcMP4E7TYWT1qMy4++HNccd412GwDwuRM+h28u/magWYTBQu7KQYxqwlhAZxfQjSn1k1p9sh4d/R2mOFFNg+QWGeYX9rpkHRJRb4FiegwdciHK5BgG2B1wc6YZB3oPoLW71WwzV8yZ26TiGa5KVGFC9QS0drdqWSSA8p399s7t0jcGdkwh29ehb5NIlm0SqnlwObXJWkQjUVMg6falIdWAjv7ytnCRozIubnmTdSLdQSLDqVgKVfEq9BR60N7fjvpUvV5U12b70IkuRyIRNKYb0drdGshjK9oksjkhTZyGqM7msjjQe8A8tyjbJITqWYFsEiGV6g07dVdQi0NnrnPIBWgY4h4AZjbMxAt7X8DR9Udrt7F40mKcMO4EXDnzSu02IpEIfnH+L5DNZQONy0fmfgRXzb5KqyIfJx1P48YzbtT+POcf5vxD4DYGCxLDRIWQ1bFJ2DMK6ERN7OnVVKdF3fK+qniPnSpfcfjiOZmpoglVE0wxPG/MPABlMZ2MJpUv6NPqpqG1u9VXiLvBT6bbO7cDkLsxqGhDmEIPapMolAroLfRqicdoJIq6ZB3a+9vZ1LdGXmuxL0GEn10M6wg/e2U/sT1V/3JPVw8O9x3G1LqpepHhEIpU8HZau1txuF8/GivaJHg/ahI10pUKOU3pJrzT+Q62drBFaxFElI9b3vf9PfvLNrAQCkwEjepWJ6qVx8OpL0FF6PbO7YEEaEttCwBgcs1k7TbS8TQ+veDT6Mx1KgUb7HzuhM/h4ukXY37zfO02GtONuOPiO7Q/z1k4dmHgNgAEEsJHCmSTIELxDMeiMYsg1rlQ2NOrqS70ckpRBahd0J3SQnHMtGoSgpT7hsXCG2ImCdWoOfcN60aGzcULA9W8dC5+fP/kS3ns6drD2lHcz5l4xhThYXiPuSAG9PK+AsEyW7hFhlXasC9+6y30orfQy17TSItmj3RrRYYHPhtGtTVdQS3aJHSj/0C571vaWTqzupS8ncZsY6DvXAjzGzLlvghjIJv/2QlzGj5ARDesSCo/N4lrG1Q5fdLpuOXMW/DVU7+q3QYA/MsJ/4Kvvedr2lYLgInqhWMXaucYJkYmFBkmzMVEBgxUxauUI4ZiOzzbwlBEhp3SS4ntyFw4vFKrmTYJjxzDHC6GuQAG1AtuiFw580psOrQJlx19mfJngcox1BEV3AvaX+zHO53vAFAXsZFIBA2pBuzv3Y99PfvMzCG6UV3R5qBjkwCEqK5GBNMe1Q0aXTYMw2xL1XdvT9EWyANtz+2r+HsWbyp1y3+bv+e+du2qb2JfeKELHQFZl6xDPBJHwWA3k/XJeq1qXmFFY0NZFJUZg2Q0iRJK2jfZAPDFk76IpdOW4j0T36PdRiwaw7IZy7Q/TxBBITFMIBqJoiZRg2w+qxUV5tQma81IqI7Y4l7loJFhuxg2k+RLtOMlhmVyDHOccg2bi+cU0qpxjm0+Fr9f9nvlz3F49SvuF9a5EEcibHq5racNO7I7zHZVqU/VY3/vfmzv2A6ArSD3ys7hhLgQT8frK76/vb8dxVK56qBWYQhbKjKlNmzVE8WbN5UIlz0ThE7pYbfcvsqZRwQxzH+PqsJNXLSmK8rF7w1S6IL7oPkN8VCnIptePx1AZdpFFVKxFH587o9RNIra6b8A9js6/ajTtT9PEMMBEsMEACZks/msdi12wOo9DjINb0aGFZPsu2WTUIkwiwuISkbJMlUmu4AOcLFJaGSSCAte/UpX3HAaU41o62kLxW5hCup0g9ZiS8BqtdD1pHb0d6Az16m1sLDCd6xhTbAsfutr1xLU4vvb+9pRKBXMm0odYd5b6EVfoU97sZiTTUJ3ewqlAnZ17WL90ClSMdB3fjMbpKhDqGI4QGT4jKPOwG+W/gZzmuZotwEAZ04+M9DnCWK0QKYYAkA5Kqub4xGweo21IsPJcmS4UCoor/z2yyYhJYYHLpQ8L6kIzzMsExk2SzILhTe4ZWIoxDBgHUedCBtQuV9Vo7FiG9xqoRtdBoL5js3jRaioV5uoVbIJ8ePFfgOn61+2pK3TrZLWf9jsTwQRpd90baIW8QiLkbT3t2svThR/i7o3YJl4xiwuYVZsG8IMDpYiFZqCui5Vh1gkFqgfAJvNO3nCyYFm8giCKENimABQFrJBbRKcIAvoOnJlH2gEETMK6Ae/APP8sxyVBTxiLXdxEV2+mDcv6iqe4f09+80oahDPcBiEMUVrF3lBhCzPbBFEUAfxDPMbwDAE9eH+wyxVnEb1RcDqPQ4qqEVxr7pYLBKJmN97sO+gdioyJ8+wjvjjxynPBKHVhu0zQxnVjUai5n4ajrlWCeJIhcQwAaAclQ0SGRY/G2QBXWd/p8UvLLtQheefBazRYRXPMFDOyXuw76D5HP+/bAW4MekxiEfiKBpFc3o2iGc4DMK4mIvbrhp15Jg2ic5gvmPAKoa1C4D0d2jbAcRUcTzHr9i2LGJGiaBtiB7bILaCHZ07AuX2BQZsEgGsObwvO7M7tdsYjEIXOses2U4meEEGgiDChcQwAaAc1Q1LDAdNraZzMRfTHYliWDUrhVN6NZ5WbUxmjFTKnVg0Zore1u5WlIyS2cZwsEloR4YFEVCXqtNaUc/b0M0kIX5GTK2mbZMIEBkWq60F8i8LmVB0I6miZzhIKjK+cI1nX9DJ7cu3v7W71ZwZ0blBFhcXAsGiy+bfujYJoZ0gWRya082B2yAIIlxIDBMAYC7EOKbpGO02LDYJnYVVyXK0T1sQ2HzDJaOkLKzthQcAtcVzHC56W7tbcajvEApGAdFINFB99yDwiDeg7xm2+I41o2N224uOTUIssBI0tZpoTVAVsTzDBsCqFurmPA4zMmwpdKHxO+R959YErdy+A9/LU5GJ/l8VxBK7un0JrepbJpzFb59a8ClcfvTlOG/KedptEAQRLpRNggAAfGTOR3Bey3mm11UHUQzrCBwxtRq3JehOW3NRIpZxlW1LLL3KMdOqVcnn4xQzSnCLxJj0GO08zkEJIzIs7lddMWz/XBCbxO6u3SgZJa12TIuDUcDu7G7Lcyo0pBrQ1tOGd7LvBC513d7frr2Aju/fbC5rLvYcKp+uPS9vkAwOIjrR1EQsgdoEy5bj1KYsojAP4vc9deKpOHXiqdqfJwgifCgyTABgEa6JNRMDVe7hYlg3CsQtDiWjZHoEVS9+9sgwj+6qTPWGFRk2M0p0t6Kte2gXzwHheIZFEaArhu3p+4LYJHhFsKp4lfJUvmhx4JktgohHnjdZNSMFYM1XrLuAri5ZhwjY75dbHIJEdd/p0M/2IS7EA8KZiXD6W6edMIQ5+X0JYnRBYpgIDX7R1PXCpeNpU5zwTAOqbdnzvurYLZwKb6iUYuaIhTeGMscwh29XPBK3lM5WQRRGOlFUextOf79bbQDlbdjWqS8e7dkxgnhjg0SGY9FYxfYEWbSWK+Usf+u2E6gNof/xqP5xG0pfSAwTxKiFxDARGgvGLsAVR1+Bzx7/We02uJ+UR9mCZAgAgolhHqEDgtskhjqtGgC01LYgGoliat1U7RkAUeiFsQjP3qYsmXjGEn0NmjeZ758gwtw8ZnUEaFh+X1tfdMalYsGZbvaFEGwF9oiu7nHL29GdtQLYjXAsEkMimiAxTBCjDPIME6GRiCbwnTO+E6iNulQd2nrbsKdrD4DgC+h4WjX7QhwvHLNJBLBJ7OvZN+Rp1fh3//7i3wdawGexSWgKUHtEWSfCzBeu8ZuUsPzLQRacmUVEAkSG93btRb7EcmTrjEtjuhHbO7eb9pEgkWF731Sx3DiFEI3V7QdQXjwaJCVaTbIGN591MxKRhDmDRRDE6IDEMDGs4L5hvhBJRcQC7jYJcSW4H042Cb4gSccmcajvkJlTdyhtEgCL3geBR2Tzpby2TSIZSyITz6C30AsgmJANKobDEOZ2/7KWT3dAtPI2dCOYdvGrJcztNwgBSneH2YbqucDSzoCoDhrRvWjaRYE+TxDE8IRsEsSwwi5GdBfQVdgkFC7G/Dvb+9tRLBVRLBXN7BYypZg5dck6U9BsOrQJwNCL4aBEIhFzLIOsqBf3s25u68HIbKGzTcPJA12x4CyMIhVDWLEtrMhwGMcsQRCjFxLDxLDCLox0U6vZs0motMMvuiWjhI4cy0FbNIqIIKJkMYhEImZ0mBeYGErPcFhMrZ8KAJhSN0W7DS72apO1SuWCRcR8xUOZ5i0Mq0UilkB1ojpQP8Lqi110DmUGh9pkLWKRWKA2AOCsyWdhduNsXHb0ZdptEAQxeiGbBDGsEKN9EUQCFVIA1KvPAcz7XJesMyvhcQ9nY7pRWbhNqJpgprkCRocY/t5Z38PO7E7Mbpyt3Qbfz0EEThipu8TjrTpRjURMPQd0WFHdhlQDuvPdAMIRoLpZQxJRa17eMKLUutsTjUTRkGrAwb6DgSwO0+qn4a+X/1X78wRBjG4oMkwMK8TIcH2qXrncr1h0wzAM7ZX5om9YJ60aRyxiUpusRVWiSrmN4UZzphmLxi0K1AaP6gZZ0BS2TWIorRb2z4WyPemGwNkX7P1SQbwBDWRxCMnvSxAE4QaJYWJYIQqcIKmlikYR2XwWh3rVbRKAVQzrpFXj8IwSwMj3C4cJ30+6i/AAq00ijJzH2gLUJvS0+xJ29oUANxq8L9FItKJIinRfQlhABwCTaiaxf6snabdBEAThBdkkiGGFKCR0inek42mkY2n0FfvQ0dehlVoNsKZX68x1AggeGSYxXIbv50CCTfhsKOWlNaOXNYkaa+nhIazuZxGgASKp/PfSkGpANKIXMxlXPQ7xaBzpWFp7kSQA3HDyDTiv5TycftTp2m0QBEF4QWKYGFaIF03dSnb1qXr09fRhV9cuFEp6AoW//1DfIdN3rCOGxbzCo8EvHBbntpyLx3c8jqXTlmq3EbbFQbeNSCSCulSduVgzjAizdkET0UcdQmQ4SBt1yTr8/PyfIxPPKNudRFrqWtBS16L9eYIgCD9IDBPDCotNIkCFs309+8yFa5l4Bul4WqkN0SZxsFc9rRrHYpMYwoIbw40FYxfgvivvC9SGOH0fhk0iyFR+Y6rRFMOhWDY0o9RhWRP4zWAQMQwAp006LdDnCYIYZXQfAKrVr6WDDYlhYlghRoZ1p3n5BZyLYZ0Is1mSue9wufpcVTCbBEWGw4WLvVQspV1itzZZiwgiMGAE8y8PfLYuWaedKi4MYV6dqEY8GkehVAhkk+AV24JUKyQGkYNbgHV/AOpbgPnvB9IaNpT9bwGv/Qko5oG5lwOTTwJUFlwaBrBrDbD+LqBtEzD1dODYK4Gxc+TbKZWAnS8CG/4GbHkSaJwKzLsCOOYSoFrh2Gt7A9h4L/DG/UCxABxzMTDvcmDi8fJ96T4IvPkgsPE+YP8bwNTT2LgcfR6QlFz4XMgB2/8ObLof2PoU2z9zLwfmXgrUSXreDYN9/6b7gTceYG3OXsrambQIiEralroPAm8+xNpp2whMeQ8w9zJg5hIgWe3/efv2bHkSqDuKbcucS9m+kt2etk2sjU33Awc3A1/ZIt+HdwkSw8SwIugCOrGNbZ36YpiLEXEBnY5NIhPPoD5Vj47+DvIMh8yMhhlYOm0pZtTP0M6aEIvGUJeqQ0d/R7A0bwNCNkgkNYwCE5FIBE2pJrT1tgUSwxdOvRBr9q3Bh+d8WLsNYhDI9wLP/Ig9ijn23KP/Bhz7PuCEq4GWU73FX64H2HgPsPZ/gB3Pl59/7idA/RQmZue/H5h4nHs7B7cAr90FvHYncLicNhLbnwZW3Qw0z2aCdt4VwPj5le0YBrD7ZeD1v7G+dO4W2n4b2Pw4ELkemHYGE7RzLgNqx1e2sW8DE8Ab7wUOvGl9ff8m4JkfAg1TBsTo5cDkkyuFZOdeJjg33gu88yxglMqvvXYneySqgFkXsDZmXVh545HvBTavZELvrYeBvo7ya4e3s3F5+Mvs++dexoTkmKMrt2fPWqtgtG/Psz9mYnTOpUyQTjkNiNkkXMdu4I0HgU33VW7P+p3A+j8D8TRw9PmsL8dcBGRs54lcD7BlYHvefAToF7an/R1gx3PsmJt4HGtj7uXA2GMqt2f3WtaPTfcDh7aUX4vEgD2vsP07jCAxTAwrahI1ZqSOR6dUsUeGdUQBL998uO+wmVpNxyYBMH/s33f9HfOb52t9nnAmGoni+2d/P3A7DakGdPR3oD6tHxk2bQUBUoiFZdloSDegrbctkDCfWDMRPz3vp9qfJwaBt1cAD32JCSwAmHYm0NXGhOC637NH82xg0dXAcR8GaoSb9z3rgLV3AOv/AvSzBcGIRIFZS1mE7s2HgY4dTBQ/9xOgaQYT2PPfD4yfB3TtZ9Hb1+5kQpaTqGLirOUUJmK3PAEceAv4+3+wR9MMJopnX4L6nu2IPvEtYNO9QPuOchvJWmDOJcCcZeyzG+8FWtcD21axx4NfAqYsHoj0HsfGYeO9VoEVS7II7rwr2P833cfe174DeP5n7FE7kfV19kUDkdf7gJ2rARjldiYsHPieRWxbNt3PxoWL7lgSmHEue088Xf6efE+5jepxbHtmX8RE7ab7WPR710vsseLr7CZh7mUs0rvlSfY9nbsqt2fuZUAiA2x6AHj7MXbjsPpX7JFpAuYsQ2TGBZi57yHEfnsrsEfYN3x75l4OHLWIRao33c+OnzcfZI9onB1Hcy8DkjUssv7240Ch17o9cwfG7dA21saO54C9r7LHE99hx93cy4CjTgS2rmI3GOJNTixV3p5jLgaq9EurDxYkholhRSwaQ02yBtlcNnBkuK2nDYCesOCf2ZndiVyJRWB0bBIA8O3Tv41iqRhoERExeCxoXoDd2d2Y2zRXu40wioiEkU0CYDdfB3oPBM4FTQwTOnYBj9zARAgA1E4CLrqJCT+ACbq1/8PE6oG3gBX/Dqz8FhMdk09mArj1tXJ7DVOBEz4GHP+R8tR9roeJrQ1/A956FDi0FXj6++zRMJX1wSiy90aiTNgs/BBwzDIgNVDY5ZRPs6joW48y4fj2CtbOMz9C4pkf4RxxmxLVLCp57PvYtH1CWNNx1pfZ5zbex4Tk7peZ+NrxnHVcYikWsZ13BbMRiDezCz5QjnBuvA946xEguxd46T/ZQ2TyyQPR48uApunl52ctAZbeCOxdV+7Lwc3A24+yh0h9SzlK2nIKIJ7rT7sOyLYygbjpfmDb08C+19nDPiazLmBCe+YF1gj0/PcD+b6yoH3zQaD3EPDK7xF/5fc41nxjhM0OzL2MCdjGaeU2Zi4BLvg2+95N9zOB3bYB2Poke4iYEfXLBiLqwva85xrm++UWjC1PsuPu6R9Y20jWsEj63MvYdqVqMZwhMUwMO+Y0zcG6tnU4uuFo/zc7YBcSOjYJ7pXkQrg2WYtULKXVHwAkhIcxN55xI2445YZAnuGjao6y/KvDpJpJqE/VY1zVOK1KeJzrFl2H5ccv17aOEIPM1lUs6lg3iUVOm2Yw8WHf58U88MIvgKduAfLdbHr5PdcC59xgFRZTTmWPi25iYnbt74Dda8pT7gCLNM69jIngaWdV2gWSVcwiceyVQH+WTY9v+BuL9ra/w94z6QQmgOe/D6hxWf+QrgcWfpA9+rNMYG+8F8Zbj6FULCByzEWILnj/QETaw4fbNAM443r2aN85sC0DXt5pZ5YFsJfASlYNiMLLgEI/G/dN97J/G6YOWDAuBeo9frORCIveTloEnP91q5e3mGfRUh7h9fq91U4ATv5n9ug5xMT5pvuZ1WPq6ayNo89lUWA3Eml2A3HMRUDxVnZzsOl+GFuewP5cCmNO/wRix17OvstreyYsYI9z/41ZXjbdz6wVhd7y9kxY6L091c3sWDrhY+wG6O0VbP+0vs6i+HMvA2acY73JGeaQGCaGHb9c8ktkc1ltW4J9qlonwmwXRjp+YWJkEI1EAwlhALhi5hWoSdQEyp5QlajCQ+97CMloMlBfAJAQHo4c2go89u9MSNmJxICGlrI4rm8BXv0T84oCTGBc8gNg/LGVn+Wk64ATP8Ee+zYwUbz/DSYaF35Ifmo6VQssvIo9etuZt3jMTKB5ltr2pmpZRHP++1Ho7cIjjzyCiy69AtGE4o1eQwuw+LPsoUs8Bcy+kD10iUSAcXPZ4+yv6LdT1cSi8sd/RL+NWByYfhYw/SwU8nk8/9BDWHbiMsRUx3bM0eWbDl3S9SwSv+AD+m0MA0gME8OOVCyFVEY/CltRHldDDCeiCdQl6wIV3CCOHFKxFJbNWBa4nSDFKYhhSn8Xm0J+/mds0VskxkRioZd5MA9tZZ7Tw9vZY8sT5c9WjQEu/A7zAKvc4Iw/Frj45uB9zzQwu0VQ4imUovqzHQQx2JAYJkYd9iifbvGOpnSTKYZ1SjETBHEEUyqxtGMrvgF0tbLnZpwLXHQzMG5O+X2GAXTtY6JYfDRMAU6/flguNiKI0QaJYWLUUREZ1lzU1JRuwvbO7QAoMkwQRzxtm4Cnf8iEbdMMoOloNs3cdDRbeBUXZrN2vQw88q8sewDAFjIt/S5bcGaP8EYizOdZO4HltiUI4l2HxDAx6gjDJmH/nK5/mSCIEU77DuCpm4FX/7ect3Xb363viUSB+slMGCcybKU9wDIEnPUlYPFyq1gmCGJYQWKYGHXUJmsRjURRGrhwBbFJcCgyTBBHGF37mdd3zX+XC1zMvYytuD+8na3EP7QFOLgVyGWZaBbz5x73YeD8bwB1Ex2bJwhi+EBimBh1RCNR1CXr0N7fjnQsrV2qV4wM6+YYJghiiOltB1b/mhWMyDSyEr2Tjmf/jp1TWcWrPws88yu24C3XxZ6bfhZw/jeBySdWtm8YrPjFoS1MIGf3sgpfTu8lCGJYQmKYGJU0pBrQ3t+OxnSjdpopMTJMNgmCGGF0HwCe/znw0n+Vq64BZR8vwKqIjZ8PTDoekXELcHTbC4j/4vNAz0H2+sTjgSXfZDlg3YhEWLng2vHk+SWIEQqJYWJUYlYE0/QLA2STIIjAlErMZ2uPvsqSbWXVzA68xdKFTT6F5Xn1KmLTuQd47qfAy7eXy+SOmwec/jmW1mzvOlaeeO+rzN6wew2wew3iAMyC6WNmAuf9OyvuQDmbCWLUQ2KYGJXwRXRBxDD/bCaeQXWiOoxuEcSRwYG3gZf+G1j3R1bGd9qZrITv0eexDAxeArNrP6sU9vrdwDvPAjCsrydrWMWvllNYqdijTgJqxgKH3wGe/THwyu/LHt9Ji1h539kXl6uuLbyK/VsqsRRme9cBe9ehtPsVdLbtQs151yN+wtX6Ap4giBEH/dqJUQmPDDel9HN0zmyYiVQshQXNC6iiF3HkUCoxEbp5BauENu0M5q31+w0UC8BbDzNbwtanrK+99TB7ACx/7tHnMV/t9LNYYYeeQ6yc64a7WaYGnrUBYNHgllOAfa+zlGW5LLD9afbgNEwBOnYz4Q2wim1nfYl9h1u/o1GgeSZ7LPgAivk8Vj30EJYdv4yEMEEcYdAvnhiVjKsaZ/lXh+ZMM1Z8YAVFhYmRQ64beOMhtphr8klMFCYlj9/D77D0Yev+CLS/Y32tagzzw049g/07fn450trVBqy9A1hzO9C5a+ADEZZ14eR/Bqqbga1PAptXAjteYBkXXr6dPSIxJrQPvAmUCuXvm7QIOPZ9wLHvZeV4OaUisP9N5vvdtRrYtYaVHOZZHGacyyLB005XHzuCII5YSAwTo5IPz/kw4tE4PjArWL30IDYL4giiVGRT7vWTWZ5ZVXI9LHK68T6Ws3bG2UzYNU6V++5tq4DX7gI23V/OgAAA0QQTxdPPYo/JJ1vz3eZ6WET2ld9bI63JWmDOMpYZYedLbEHZpvvZAwDS9cCU04BEGtj0AFDKs+erxgAnfAw48ZPWvk86Hjjj86w08TvPspLDm1cCB98G2jaw94xfAMx/LxPATTOctzUaA8bPY48TP86e620H9rzCRPeEBf7jRRAEYYPEMDEqGVc1DsuPXz7U3SCGM4YB7F7LopqHtzM7wOylwISFcoumDINFJl//K7DxHiYc4xkmOmddwB6N09w/XywwO8H6PwNvPGAVsRv+xv5tmsEsBTPOBaafyUQo/+7W9cDGvwLr/1Iu9wuw7zzqJGDni0DHTmDH8+yx6haWPWHKe5iH9/B2YMM9zHYAAIiwvi/6R2DOpUCyij1dyDGx+c4zwPZnWbt9HWXbA8BE9sn/DMy7kglkN1I1bIxnL2V/t+8Adr/MIs3Ns7zH241Mg3e2B4IgCB9IDBMEMfLI7mPe1LV3sEjqrAuBYy4Gpp9dFnFu9BxiUdS1/1OOSgIsuvrkjUDtJGD2hWya396eYQCtrwGv/40JVrHIQjQOFHqBtx9lDwBons36NusCZlmIJZmAXn8Xa6PnQPnzDVOBBR9g79nyJLMCHNrKHi/9F7MUHHUiohOPx7lvPIjEut3lz2Yama3guH9gwjQSYX09vJ15cPmju40JcNHT2zgNOP6j7LMNUyrHK54EppzKHmd+kYn4va+yCG/PAfa9k473HnM3GqY4fydBEMS7CIlhgiDeXUolYMtK4O3HmFicuQRomi732dbXgRd+waKpPGMAwETx2jtYZHbG2UzIzr6oXP2rVGI2gLX/w6b6i/3s+XiaRTOPOnFAJD4JZPeUPa3x9ECk90Kgez+LAh/cXP7eRDUw5xJg/vtZdPLgFrZdb69g0dgDb7HH8z9j761qYtFaTtUYJiYXfrAsYgHgnBtY9HX7M0wYb32Sfe+u1YjtWo06AEYshcgxFwEL/4GNYTxpHatIhI1r03RmKTAM5rfdtooJ2VQdE8BTTiv7f2WIxVlBCSoqQRDEKIHEMEEQ8hgGm9Y+tI0tUqqbJP/Z/i62QOvFXzGvqMiYmUzQzbyAtSv6brl4fv5n1ojm5FOAxZ9l/ta3HgbefIQt4HrrEfYAWNGEllOYQD28vfzZCQuAEz4OLLiKTbMDwKmfAfJ9TIC+9Qjw1qNAx44BcftY+bOxFJvmn/9+JpLFyDH3s55xPROzW55kWRneXgF07QM6upkonnsp++4Z5wCxhPN4peuZ0J5zCfu7fQew5UkUd6/FawdimH/VvyFRq1AMJhIBxs1hj1P/j/znCIIgRjkkhgniSMEw2PR2LMGKEKiki8v3sajo6l+zvKycCQuAWQMe0KNOdC6GcHg7sPo/gbW/A/o72HOpOlbQ4NA2YOcLLOp5cDPw4m0sujvtDGYtiMaZeD7wJvtcJMo+957lQMvJ5e+YtQRY9n1g34ayMN79splD1vzOBVexBV5u0/qJNGtr1hJg2X8AbZuYMN7yBMtve+x7mR0jXec/Zul64Ngr2aNUYvaKrjYm9mUzPIg0TAFO/DhKCz+CHQ89hPncP0wQBEEEgsQwQYwUDEOvGla+D3j9L8ALtwH71rPn6iaXfbHTznT32bbvANb8Bnj5DqD3EHsulgLGzmaWhdb17PH099mU/8wlLFo69Ww0Zzci9uf/HYjSDhROaDqaRSWP/wiQqmXP9XUAW1cNRFAfZzaFzSvYg5OsZVP9p3zGPcNCJAJMmM8eZ32ZCc+3HmWiuOVUJqL9/MT29nik98wvyH/OiWhU31dLEARBDCokhgliuLNvI8sE8MaDwNhjBjIVXMhsAl7FAbKtbOHVmt+WF2rFMwAMZidY8xv2iKfZQrHZF7Iob/1ktthq9a+BNx8qF0CobwFO/hSw6GNA9Rig+wCb/n/7UWDzEyz91mt3Aq/diQQAS6bXo88DTr2WiWW7PzVdD8y7nD0MA2jbyNrd/DjQ1w4c92Fg0dVy0ViRmnHACVezB0EQBEG4QGKYIIYrbZuAp25mabs4+15nj2d+xETk0ecxATtzCStJC7BI6Au3sWpePP9rfQtwyqeZRSCWYovJ3nqUeWE7dgoZEL4IVDVbsxxMP5tFZGdfZBXf1c3A8R9mj2Kepdzibe5/A4VoEpHjP4LYe65lPlUZIhFg/LHsccb1AQaPIAiCIOQgMUwQg0GpxNJ2bXmSLfrqOcim6qedAUw9nUVW3WjbxCLBG+6BaS+YdwWw+DpWJeztx1jUtPcQE7wb7mbvmXQC8+zueqnc1pTFwKnXsLyxopDluV55JPatR9lj12omhBPVTOSe/Gk5IRtLsG2bdgZw4beRP7QTjz31LC68+P2IJVwWiBEEQRDEMIDEMEGERfvOcnquraus0VWALeRa/Sv2/3HzyuJx6uksytr2xoAIvhumCJ57OUuzNf5Y9nfLKcDCq1jVsd0vlzMd7H0V2LOWvSeaYJkO3nMNK2vrhRiJPfMLLAdv63rmbw2yQKt2AgoxjUpsBEEQBPEuQ2KYIERKRZYrtm0Dy0ywbyMrpBBNsOhnLMGKIoh/F/pYZa5DW6xtJaqZ2J1xDlA7HnjneZa2a/8mFo1t28h8uQBbWHZoKywi+Ox/ZYvBnIjGmDBuOQU472vMH7z5caA/y/LW1o7X2/6qJpanlyAIgiCOEEgME6OXQo4VZijlmcgt5gf+X2BVtHJ9aM5uRHT1DmD/G8yLu/8NJm51GKgQhhnnsAIMR51kLYQw//3s3+4DrOjB9mfYo21jWUjPvWxABC9Q++7aCayMLkEQBEEQSpAYJkYuhsGE5eFtLF/t4W0spy3/f9c+z4+bGQ8221+oYjYGbh9IN5RFdZE/cmVxbRjAUSewKLCMtaC6mXmA513B/u4+yHy+jVOBcXOVh4EgCIIgCH1IDBPDh2KBpdLqbWeLw3oOsYVnFf8/zP7fsRPIdcm3H4kxW0M0DkTjMKJxdBdjqJp2EqITFpTFb+N0tfK0QakeAxxz0bv3fQRBEARBmJAYJgaf/i4WqT24hfli23cwUdt7eODRwf7NZTUajwB1RwGN04CmaUzINk1n/zZMZWV9YwkmhG0Ct5DPY+VDD2HZsmWIUsYDgiAIgjgiITFMhINhMItC62vAgbeYVeHQVvbwsStUkKoDMg2solmmiS3qyjSxv6uagEwj+7duMitRm0gPxhYRBEEQBHEEQGKYUKdUYiJ377qBx6vs0dfh/pmqMUDTDPZonMYKO2QamejNNLJHuoF5br2qqhEEQRAEQYQIqQ5Cjq79wNrbWdnd1tecvbqxJFt4Nm7egPCdXv430/iud5kgCIIgCMKPd3GVkD7bt2/Hpz71KUyfPh2ZTAZHH300vvGNbyCXy1ne99prr+HMM89EOp1GS0sLvve971W09ec//xlz5sxBOp3GggUL8NBDD71bmzEy2fUy8LfPAD+aBzzxHWDHc0wIxzPA5JOBk/8ZuPxnwP95GvjqbuD/rALe+0vg7C8DCz7AsiyQECYIgiAIYpgyIiLDb7zxBkqlEn71q19h5syZeP311/HpT38a3d3d+P73vw8A6OzsxIUXXoglS5bgtttuw/r16/FP//RPaGhowGc+8xkAwHPPPYcPf/jDuOmmm3DppZfij3/8I6688kqsXbsW8+e7FDc4Ein0s1LAq3/FqpxxjjoJOOFqYPIpQPNssjMQBEEQBDHiGRFq5qKLLsJFF5VTT82YMQNvvvkmfvnLX5pi+A9/+ANyuRx+85vfIJlM4thjj8W6devwwx/+0BTDt956Ky666CJ8+ctfBgB8+9vfxooVK/Czn/0Mt91227u/YcONzr3Amt8AL/8W6N7PnoslWUWzUz/DCkoQBEEQBEGMIkaEGHaio6MDTU1N5t/PP/88zjrrLCST5YpfS5cuxS233ILDhw+jsbERzz//PL7whS9Y2lm6dCnuuece1+/p7+9Hf3+/+XdnZycAIJ/PI5/Ph7Q17vDvGLTvyvcg8vajiL7+F0S2rESkVAAAGDUTUDrxkygt+hhQPZZ3ZnD6MEQM+tgewdDYDh40toMDjevgQWM7eNDYuqMyJiNSDG/evBk//elPzagwALS2tmL69OmW940fP958rbGxEa2treZz4ntaW1tdv+umm27Ct771rYrnH3vsMVRVVQXZDCVWrFgRXmNGCWOzGzH58HOY2L4G8VK5/PCB6mOwbewF2NtwAozOOLDqpfC+d5gS6tgSFmhsBw8a28GBxnXwoLEdPGhsK+np6ZF+75CK4RtuuAG33HKL53s2bdqEOXPmmH/v3r0bF110Ea666ip8+tOfHuwu4qtf/aolmtzZ2YmWlhZceOGFqKurG/Tvz+fzWLFiBS644AIkghSGMAxg33pEX/8zohv+hoiQ+9eon4LS/A+gNP8DqG+ejeMBHB+04yOA0MaWqIDGdvCgsR0caFwHDxrbwYPG1h0+ky/DkIrhL37xi/jEJz7h+Z4ZM2aY/9+zZw/OPfdcnHbaafj1r39ted+ECROwb5+1uAP/e8KECZ7v4a87kUqlkEqlKp5PJBLv6oEX6PsOvA385ZNA6/ryc5lG4Nj3Ags/hEjLqYhFIoiF09URx7u9L48kaGwHDxrbwYHGdfCgsR08aGwrURmPIRXDY8eOxdixY6Xeu3v3bpx77rk48cQT8dvf/hZRW2ndxYsX4//+3/+LfD5vDsCKFStwzDHHoLGx0XzPypUrcf3115ufW7FiBRYvXhzOBg1Hdq0B/nAVK38cTwOzLwIWfgiYuQSIJ/0/TxAEQRAEMYoZEXmGd+/ejXPOOQdTpkzB97//fezfvx+tra0Wr+9HPvIRJJNJfOpTn8KGDRtw55134tZbb7VYHD73uc/hkUcewQ9+8AO88cYb+OY3v4k1a9bguuuuG4rNGnzefAS4/VImhCedAFy/HvjgHcCcZSSECYIgCIIgMEIW0K1YsQKbN2/G5s2bMXnyZMtrhmEAAOrr6/HYY49h+fLlOPHEE9Hc3Iyvf/3rZlo1ADjttNPwxz/+EV/72tfwb//2b5g1axbuueee0ZljeO3vgPs/BxhFYOYFwFW3A6maoe4VQRAEQRDEsGJEiOFPfOITvt5iAFi4cCGefvppz/dcddVVuOqqq0Lq2TDEMIC/fx948jvs7+M/Clx2KxAjLxFBEARBEISdESGGCUlKReChL7HCGQBw5heB8/4diESGtl8EQRAEQRDDFBLDo4V8L/DXfwbeeABABFj2H8Apg596jiAIgiAIYiRDYng00HMI+N8PAztfAGIp4P3/Ccy7Yqh7RRAEQRAEMewhMTzSMQzgjx8Edr0EpOuBD/8JmHraUPeKIAiCIAhiREBieKTz5sNMCCdrgU8+AoyfN9Q9IgiCIAiCGDGMiDzDhAuGAfz9e+z/p3yahDBBEARBEIQiJIZHMptXAnteARJVwOLlQ90bgiAIgiCIEQeJ4ZGKGBU+6Z+A6uah7Q9BEARBEMQIhMTwSGX708DOF1n2iNP+v6HuDUEQBEEQxIiExPBIZdVAVPjEjwO1E4a2LwRBEARBECMUEsMjkR0vsMhwNAGc/rmh7g1BEARBEMSIhcTwSIRHhY//CFA/eWj7QhAEQRAEMYIhMTzS2PUysGUlEIkBZ3x+qHtDEARBEAQxoiExPNL4+3+wfxd+CGiaPrR9IQiCIAiCGOGQGB5J7H0NeOthABHgzC8MdW8IgiAIgiBGPCSGRxJPf5/9O/99QPOsoe0LQRAEQRDEKIDE8Ehh/5vAxvvY/8/80tD2hSAIgiAIYpRAYniEEHv2hwAMYO5lwPh5Q90dgiAIgiCIUUF8qDtA+FPd14rIG3ezP8768tB2hiAIgiAIYhRBkeERwOx99yNilIBZS4GJxw11dwiCIAiCIEYNJIaHO+07MPnQs+z/Z39laPtCEARBEAQxyiAxPMyJPncroiihNP0cYPJJQ90dgiAIgiCIUQWJ4WGOMfE49CTGoHTGF4e6KwRBEARBEKMOWkA3zDEWfQyP72nAxVMWD3VXCIIgCIIgRh0UGR4BGBG6ZyEIgiAIghgMSAwTBEEQBEEQRywkhgmCIAiCIIgjFhLDBEEQBEEQxBELiWGCIAiCIAjiiIXEMEEQBEEQBHHEQmKYIAiCIAiCOGIhMUwQBEEQBEEcsZAYJgiCIAiCII5YSAwTBEEQBEEQRywkhgmCIAiCIIgjFhLDBEEQBEEQxBELiWGCIAiCIAjiiIXEMEEQBEEQBHHEQmKYIAiCIAiCOGIhMUwQBEEQBEEcsZAYJgiCIAiCII5YSAwTBEEQBEEQRyzxoe7ASMMwDABAZ2fnu/J9+XwePT096OzsRCKReFe+80iBxnbwoLEdPGhsBwca18GDxnbwoLF1h+s0rtu8IDGsSDabBQC0tLQMcU8IgiAIgiAIL7LZLOrr6z3fEzFkJDNhUiqVsGfPHtTW1iISiQz693V2dqKlpQU7d+5EXV3doH/fkQSN7eBBYzt40NgODjSugweN7eBBY+uOYRjIZrOYNGkSolFvVzBFhhWJRqOYPHnyu/69dXV1dKAPEjS2gweN7eBBYzs40LgOHjS2gweNrTN+EWEOLaAjCIIgCIIgjlhIDBMEQRAEQRBHLCSGhzmpVArf+MY3kEqlhrorow4a28GDxnbwoLEdHGhcBw8a28GDxjYcaAEdQRAEQRAEccRCkWGCIAiCIAjiiIXEMEEQBEEQBHHEQmKYIAiCIAiCOGIhMUwQBEEQBEEcsZAYHub8/Oc/x7Rp05BOp3Hqqadi9erVQ92lEcff//53XHbZZZg0aRIikQjuuecey+uGYeDrX/86Jk6ciEwmgyVLluDtt98ems6OIG666SacfPLJqK2txbhx43DllVfizTfftLynr68Py5cvx5gxY1BTU4P3v//92Ldv3xD1eOTwy1/+EgsXLjQT6S9evBgPP/yw+TqNazjcfPPNiEQiuP76683naGz1+OY3v4lIJGJ5zJkzx3ydxjUYu3fvxj/+4z9izJgxyGQyWLBgAdasWWO+TtexYJAYHsbceeed+MIXvoBvfOMbWLt2LY477jgsXboUbW1tQ921EUV3dzeOO+44/PznP3d8/Xvf+x5+8pOf4LbbbsOLL76I6upqLF26FH19fe9yT0cWq1atwvLly/HCCy9gxYoVyOfzuPDCC9Hd3W2+5/Of/zzuv/9+/PnPf8aqVauwZ88evO997xvCXo8MJk+ejJtvvhkvv/wy1qxZg/POOw9XXHEFNmzYAIDGNQxeeukl/OpXv8LChQstz9PY6nPsscdi79695uOZZ54xX6Nx1efw4cM4/fTTkUgk8PDDD2Pjxo34wQ9+gMbGRvM9dB0LiEEMW0455RRj+fLl5t/FYtGYNGmScdNNNw1hr0Y2AIy7777b/LtUKhkTJkww/uM//sN8rr293UilUsb//u//DkEPRy5tbW0GAGPVqlWGYbBxTCQSxp///GfzPZs2bTIAGM8///xQdXPE0tjYaPzXf/0XjWsIZLNZY9asWcaKFSuMs88+2/jc5z5nGAYds0H4xje+YRx33HGOr9G4BuNf//VfjTPOOMP1dbqOBYciw8OUXC6Hl19+GUuWLDGfi0ajWLJkCZ5//vkh7NnoYtu2bWhtbbWMc319PU499VQaZ0U6OjoAAE1NTQCAl19+Gfl83jK2c+bMwZQpU2hsFSgWi/jTn/6E7u5uLF68mMY1BJYvX45LLrnEMoYAHbNBefvttzFp0iTMmDEDH/3oR7Fjxw4ANK5Bue+++3DSSSfhqquuwrhx47Bo0SL853/+p/k6XceCQ2J4mHLgwAEUi0WMHz/e8vz48ePR2to6RL0affCxpHEORqlUwvXXX4/TTz8d8+fPB8DGNplMoqGhwfJeGls51q9fj5qaGqRSKVxzzTW4++67MW/ePBrXgPzpT3/C2rVrcdNNN1W8RmOrz6mnnorbb78djzzyCH75y19i27ZtOPPMM5HNZmlcA7J161b88pe/xKxZs/Doo4/i2muvxb/8y7/gjjvuAEDXsTCID3UHCIIY+Sxfvhyvv/66xSNIBOOYY47BunXr0NHRgb/85S/4+Mc/jlWrVg11t0Y0O3fuxOc+9zmsWLEC6XR6qLszqrj44ovN/y9cuBCnnnoqpk6dirvuuguZTGYIezbyKZVKOOmkk/Dd734XALBo0SK8/vrruO222/Dxj398iHs3OqDI8DClubkZsVisYrXtvn37MGHChCHq1eiDjyWNsz7XXXcdHnjgATz55JOYPHmy+fyECROQy+XQ3t5ueT+NrRzJZBIzZ87EiSeeiJtuugnHHXccbr31VhrXALz88stoa2vDCSecgHg8jng8jlWrVuEnP/kJ4vE4xo8fT2MbEg0NDZg9ezY2b95Mx2xAJk6ciHnz5lmemzt3rmlDoetYcEgMD1OSySROPPFErFy50nyuVCph5cqVWLx48RD2bHQxffp0TJgwwTLOnZ2dePHFF2mcfTAMA9dddx3uvvtuPPHEE5g+fbrl9RNPPBGJRMIytm+++SZ27NhBY6tBqVRCf38/jWsAzj//fKxfvx7r1q0zHyeddBI++tGPmv+nsQ2Hrq4ubNmyBRMnTqRjNiCnn356RdrKt956C1OnTgVA17FQGOoVfIQ7f/rTn4xUKmXcfvvtxsaNG43PfOYzRkNDg9Ha2jrUXRtRZLNZ45VXXjFeeeUVA4Dxwx/+0HjllVeMd955xzAMw7j55puNhoYG49577zVee+0144orrjCmT59u9Pb2DnHPhzfXXnutUV9fbzz11FPG3r17zUdPT4/5nmuuucaYMmWK8cQTTxhr1qwxFi9ebCxevHgIez0yuOGGG4xVq1YZ27ZtM1577TXjhhtuMCKRiPHYY48ZhkHjGiZiNgnDoLHV5Ytf/KLx1FNPGdu2bTOeffZZY8mSJUZzc7PR1tZmGAaNaxBWr15txONx48YbbzTefvtt4w9/+INRVVVl/P73vzffQ9exYJAYHub89Kc/NaZMmWIkk0njlFNOMV544YWh7tKI48knnzQAVDw+/vGPG4bB0tL8+7//uzF+/HgjlUoZ559/vvHmm28ObadHAE5jCsD47W9/a76nt7fX+OxnP2s0NjYaVVVVxnvf+15j7969Q9fpEcI//dM/GVOnTjWSyaQxduxY4/zzzzeFsGHQuIaJXQzT2OrxoQ99yJg4caKRTCaNo446yvjQhz5kbN682XydxjUY999/vzF//nwjlUoZc+bMMX79619bXqfrWDAihmEYQxOTJgiCIAiCIIihhTzDBEEQBEEQxBELiWGCIAiCIAjiiIXEMEEQBEEQBHHEQmKYIAiCIAiCOGIhMUwQBEEQBEEcsZAYJgiCIAiCII5YSAwTBEEQBEEQRywkhgmCIAiCIIgjFhLDBEEQhBTTpk3Dj3/846HuBkEQRKiQGCYIghiGfOITn8CVV14JADjnnHNw/fXXv2vfffvtt6OhoaHi+Zdeegmf+cxn3rV+EARBvBvEh7oDBEEQxLtDLpdDMpnU/vzYsWND7A1BEMTwgCLDBEEQw5hPfOITWLVqFW699VZEIhFEIhFs374dAPD666/j4osvRk1NDcaPH4+rr74aBw4cMD97zjnn4LrrrsP111+P5uZmLF26FADwwx/+EAsWLEB1dTVaWlrw2c9+Fl1dXQCAp556Cp/85CfR0dFhft83v/lNAJU2iR07duCKK65ATU0N6urq8MEPfhD79u0zX//mN7+J448/Hr/73e8wbdo01NfX4x/+4R+QzWYHd9AIgiAUIDFMEAQxjLn11luxePFifPrTn8bevXuxd+9etLS0oL29Heeddx4WLVqENWvW4JFHHsG+ffvwwQ9+0PL5O+64A8lkEs8++yxuu+02AEA0GsVPfvITbNiwAXfccQeeeOIJfOUrXwEAnHbaafjxj3+Muro68/u+9KUvVfSrVCrhiiuuwKFDh7Bq1SqsWLECW7duxYc+9CHL+7Zs2YJ77rkHDzzwAB544AGsWrUKN9988yCNFkEQhDpkkyAIghjG1NfXI5lMoqqqChMmTDCf/9nPfoZFixbhu9/9rvncb37zG7S0tOCtt97C7NmzAQCzZs3C9773PUubov942rRp+M53voNrrrkGv/jFL5BMJlFfX49IJGL5PjsrV67E+vXrsW3bNrS0tAAA/ud//gfHHnssXnrpJZx88skAmGi+/fbbUVtbCwC4+uqrsXLlStx4443BBoYgCCIkKDJMEAQxAnn11Vfx5JNPoqamxnzMmTMHAIvGck488cSKzz7++OM4//zzcdRRR6G2thZXX301Dh48iJ6eHunv37RpE1paWkwhDADz5s1DQ0MDNm3aZD43bdo0UwgDwMSJE9HW1qa0rQRBEIMJRYYJgiBGIF1dXbjssstwyy23VLw2ceJE8//V1dWW17Zv345LL70U1157LW688UY0NTXhmWeewac+9SnkcjlUVVWF2s9EImH5OxKJoFQqhfodBEEQQSAxTBAEMcxJJpMoFouW50444QT89a9/xbRp0xCPy5/KX375ZZRKJfzgBz9ANMomB++66y7f77Mzd+5c7Ny5Ezt37jSjwxs3bkR7ezvmzZsn3R+CIIihhmwSBEEQw5xp06bhxRdfxPbt23HgwAGUSiUsX74chw4dwoc//GG89NJL2LJlCx599FF88pOf9BSyM2fORD6fx09/+lNs3boVv/vd78yFdeL3dXV1YeXKlThw4ICjfWLJkiVYsGABPvrRj2Lt2rVYvXo1Pvaxj+Hss8/GSSedFPoYEARBDBYkhgmCIIY5X/rSlxCLxTBv3jyMHTsWO3bswKRJk/Dss8+iWCziwgsvxIIFC3D99dejoaHBjPg6cdxxx+GHP/whbrnlFsyfPx9/+MMfcNNNN1nec9ppp+Gaa67Bhz70IYwdO7ZiAR7A7A733nsvGhsbcdZZZ2HJkiWYMWMG7rzzztC3nyAIYjCJGIZhDHUnCIIgCIIgCGIooMgwQRAEQRAEccRCYpggCIIgCII4YiExTBAEQRAEQRyxkBgmCIIgCIIgjlhIDBMEQRAEQRBHLCSGCYIgCIIgiCMWEsMEQRAEQRDEEQuJYYIgCIIgCOKIhcQwQRAEQRAEccRCYpggCIIgCII4YiExTBAEQRAEQRyx/P9r6rO/tlrBWgAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot_energies(energies)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 700x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from skimage.color import rgb2gray\n",
+    "from skimage import data\n",
+    "from skimage.filters import gaussian\n",
+    "\n",
+    "\n",
+    "img = data.astronaut()\n",
+    "img = rgb2gray(img)\n",
+    "\n",
+    "s = np.linspace(0, 2 * np.pi, 400)\n",
+    "r = 100 + 100 * np.sin(s)\n",
+    "c = 220 + 100 * np.cos(s)\n",
+    "init = np.array([r, c]).T\n",
+    "\n",
+    "snake, energies = active_contour(\n",
+    "    gaussian(img, sigma=3, preserve_range=False),\n",
+    "    init,\n",
+    "    alpha=0.015,\n",
+    "    beta=10,\n",
+    "    gamma=0.001,\n",
+    ")\n",
+    "\n",
+    "fig, ax = plt.subplots(figsize=(7, 7))\n",
+    "ax.imshow(img, cmap=plt.cm.gray)\n",
+    "ax.plot(init[:, 1], init[:, 0], '--r', lw=3)\n",
+    "ax.plot(snake[:, 1], snake[:, 0], '-b', lw=3)\n",
+    "ax.set_xticks([]), ax.set_yticks([])\n",
+    "ax.axis([0, img.shape[1], img.shape[0], 0])\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot_energies(energies)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## ANDET"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 65,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import skimage.io as io\n",
+    "\n",
+    "test_chr_image = io.imread('test_chr.png')\n",
+    "test_chr_image = test_chr_image[:,:, :3]\n",
+    "\n",
+    "gray_chr_image = rgb2gray(test_chr_image)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x21aa5a2bfa0>"
+      ]
+     },
+     "execution_count": 66,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "io.imshow(gray_chr_image)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 700x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "s = np.linspace(0, 2 * np.pi, 400)\n",
+    "r = 260 + 90 * np.sin(s)\n",
+    "c = 140 + 90 * np.cos(s)\n",
+    "init = np.array([r, c]).T\n",
+    "\n",
+    "# show circle on top of grayscale image\n",
+    "fig, ax = plt.subplots(figsize=(7, 7))\n",
+    "ax.imshow(gray_chr_image, cmap=plt.cm.gray)\n",
+    "ax.plot(init[:, 1], init[:, 0], '--r', lw=3)\n",
+    "ax.axis([0, gray_chr_image.shape[1], gray_chr_image.shape[0], 0])\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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",
+      "text/plain": [
+       "<Figure size 700x700 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from skimage.color import rgb2gray\n",
+    "from skimage import data\n",
+    "from skimage.filters import gaussian\n",
+    "\n",
+    "\n",
+    "s = np.linspace(0, 2 * np.pi, 400)\n",
+    "r = 260 + 90 * np.sin(s)\n",
+    "c = 140 + 90 * np.cos(s)\n",
+    "init = np.array([r, c]).T\n",
+    "\n",
+    "snake, energies = active_contour(\n",
+    "    gaussian(gray_chr_image, sigma=3, preserve_range=False),\n",
+    "    init,\n",
+    "    alpha=0.015,\n",
+    "    beta=10,\n",
+    "    gamma=0.001,\n",
+    ")\n",
+    "\n",
+    "fig, ax = plt.subplots(figsize=(7, 7))\n",
+    "ax.imshow(gray_chr_image, cmap=plt.cm.gray)\n",
+    "ax.plot(init[:, 1], init[:, 0], '--r', lw=3)\n",
+    "ax.plot(snake[:, 1], snake[:, 0], '-b', lw=3)\n",
+    "ax.set_xticks([]), ax.set_yticks([])\n",
+    "ax.axis([0, img.shape[1], img.shape[0], 0])\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tests/slice_60_volQ.png b/tests/slice_60_volQ.png
new file mode 100644
index 0000000000000000000000000000000000000000..b8d0db7cc7dc30c9c26d15ad9e2f43466e273097
Binary files /dev/null and b/tests/slice_60_volQ.png differ
diff --git a/tests/surround_simple.npy b/tests/surround_simple.npy
new file mode 100644
index 0000000000000000000000000000000000000000..d8799bb459045f6dcfc6089074b328f383faa125
Binary files /dev/null and b/tests/surround_simple.npy differ
diff --git a/tests/test.ipynb b/tests/test.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..2bbed90086e0b0b7d8942431642c3eca97ad7fa4
--- /dev/null
+++ b/tests/test.ipynb
@@ -0,0 +1,98726 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as mpimg\n",
+    "\n",
+    "mypoints = np.load('mypoints.npy')\n",
+    "\n",
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "\n",
+    "# Display the image\n",
+    "plt.imshow(image, cmap='gray')\n",
+    "\n",
+    "# Plot the points\n",
+    "plt.scatter(mypoints[:, 0], mypoints[:, 1], c='r', marker='o')\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scipy.interpolate import interp1d\n",
+    "\n",
+    "def interpolate_points(mypoints, K=10):\n",
+    "    # Interpolate the points\n",
+    "    x = mypoints[:, 0]\n",
+    "    y = mypoints[:, 1]\n",
+    "    distance = np.cumsum(np.sqrt(np.diff(x)**2 + np.diff(y)**2))\n",
+    "    distance = np.insert(distance, 0, 0) / distance[-1]\n",
+    "\n",
+    "    interpolator = interp1d(distance, np.vstack((x, y)), kind='linear', axis=1)\n",
+    "    new_distance = np.linspace(0, 1, len(mypoints) + (len(mypoints) - 1) * K)\n",
+    "    new_points = interpolator(new_distance).T\n",
+    "\n",
+    "    return new_points\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from scipy.interpolate import interp1d\n",
+    "\n",
+    "mypoints = np.load('mypoints.npy')\n",
+    "# Define the number of additional points\n",
+    "K = 10\n",
+    "\n",
+    "# Interpolate the points\n",
+    "x = mypoints[:, 0]\n",
+    "y = mypoints[:, 1]\n",
+    "distance = np.cumsum(np.sqrt(np.diff(x)**2 + np.diff(y)**2))\n",
+    "distance = np.insert(distance, 0, 0) / distance[-1]\n",
+    "\n",
+    "interpolator = interp1d(distance, np.vstack((x, y)), kind='linear', axis=1)\n",
+    "new_distance = np.linspace(0, 1, len(mypoints) + (len(mypoints) - 1) * K)\n",
+    "new_points = interpolator(new_distance).T\n",
+    "\n",
+    "mypoints = new_points\n",
+    "\n",
+    "\n",
+    "\n",
+    "# Display the image\n",
+    "plt.imshow(image, cmap='gray')\n",
+    "\n",
+    "# Plot the points\n",
+    "plt.scatter(mypoints[:, 0], mypoints[:, 1], c='r', marker='o')\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from scipy.interpolate import CubicSpline\n",
+    "from skimage.io import imread\n",
+    "\n",
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "\n",
+    "# Original user-provided points\n",
+    "points = np.array([\n",
+    "    [55.04587156, 33.25688073],\n",
+    "    [22.93577982, 138.18807339],\n",
+    "    [64.22018349, 78.55504587],\n",
+    "    [63.0733945, 146.21559633],\n",
+    "    [118.11926606, 67.08715596],\n",
+    "    [157.68348624, 152.52293578],\n",
+    "    [163.41743119, 90.59633028],\n",
+    "    [247.13302752, 145.06880734],\n",
+    "    [333.14220183, 93.46330275],\n",
+    "    [344.03669725, 156.53669725],\n",
+    "    [379.01376147, 74.5412844],\n",
+    "    [431.76605505, 154.24311927],\n",
+    "    [435.77981651, 89.44954128],\n",
+    "    [473.05045872, 144.49541284],\n",
+    "    [446.10091743, 48.73853211]\n",
+    "])\n",
+    "\n",
+    "# Split into row (y) and column (x)\n",
+    "rows = points[:, 0]  # Vertical movement\n",
+    "cols = points[:, 1]  # Horizontal movement\n",
+    "\n",
+    "# Rotate points 90 degrees clockwise\n",
+    "rotated_rows = cols\n",
+    "rotated_cols = rows\n",
+    "\n",
+    "# Calculate cumulative distance\n",
+    "distances = np.sqrt(np.diff(rotated_rows)**2 + np.diff(rotated_cols)**2)\n",
+    "t = np.insert(np.cumsum(distances), 0, 0)  # Start from 0\n",
+    "\n",
+    "# Create cubic splines for rows and columns\n",
+    "cs_rows = CubicSpline(t, rotated_rows)\n",
+    "cs_cols = CubicSpline(t, rotated_cols)\n",
+    "\n",
+    "# Sample finely along the path\n",
+    "t_fine = np.linspace(0, t[-1], 500)\n",
+    "rows_fine = cs_rows(t_fine)\n",
+    "cols_fine = cs_cols(t_fine)\n",
+    "\n",
+    "# Plot the refined initialization\n",
+    "plt.figure(figsize=(10, 5))\n",
+    "plt.imshow(image, cmap='gray', origin='upper')\n",
+    "plt.plot(rotated_cols, rotated_rows, 'o', label='Original Points', color='blue')  # Plot original points\n",
+    "plt.plot(cols_fine, rows_fine, '-', label='Spline Initialization', color='red')  # Plot interpolated points\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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CsiCSk5P5doHCI6pWi9blO8DBwQExMTEKx2QyGa+CZciQIVizZo3C+i6rVq2Cq6srli5dqvSaJUuWYOzYsUbfhW8IqEAxQebMmYNx48bx7QYrJCUlITk5WZ7Y/EVFMQ1KlizJmW1CSLEoHcV4SE5OVipS3NzcWPmh8uHDB3z99dd629GHYcOG4Zdffim2CN3nz5+RkpKidPXc5cuXY9SoURYvUqhAMTHs7OxY38uCQuGTDx8+cGY7IyMDderU4cw+RX+Sk5OLiVRCCNzc3OQ/XEydH3/8EcuXL1cQKcuWLUPJkiXx888/KxUpK1euxMiRIy1apFCBYmKEhIRgwoQJfLtBobCKst2wVW0Apw2Ojo54/vy53nYo3KJMpBaIFHd3d72eBZlMZhQiZ9SoUUo3Cfz5558RGhqqVKSsWrUKI0aMsFiRQgUKhULhncTExGIiRZlooZgvqtpbJpPBy8sLSUlJOgmVpKQkfPPNN/q6xykLFy7EsmXLkJSUhKSkJAWxsmbNGgwbNswiRQoVKBQKxShITEyEh4dHsWMUy0BZ+xcglUrh4eGB0qVLIzExEUlJSQrnCSFKjxcgk8k47Upkip2dnXwLh6LMnz8fHh4e8PDwwNq1a5GYmCgXKuvWrUOPHj0M6apRQAWKgbC2toaXlxe8vLx0mucPfJnrr+rhplDMgYSEBIX/tV0/h2LaJCQkwMvLS2W75+fnw9PTE97e3oiPj5enFy9ewNPTE5UrV1Z6XWJiImrUqMGh58wYM2YMZs6cqTHfjBkz4OnpiQ0bNsjraMiND40Fug4Kh0gkEri5uQEAWrZsiV27dgEAjh07hv79+2s9u2DKlCl0/AmFQjFr3r17B0IIypQpg/j4eKV5cnNzzWITSU1MmTIFU6ZM4dsN3qARFA6QSCQoU6YMunbtirdv3+Lt27dycQIAHTt2xIYNG3j0kEIxHd69e8e3CxQDIxAI8PbtW5QuXdrshEjBZqkUzdAICstIJBJ06NABhw4dUpvPzs4OLi4ujKMo9KGmWCplypQBIYRvNygGpkCkyGQylCtXDgDw9u1bnWwJhUKd9wRjmzFjxiA1NVXtXmuUL9AICktIJBJ4e3szEicA0LlzZ6xdu5ax/fHjx2PSpEn6uEihUCgmh1AoxJs3bxATEwNvb294e3trff23336LGzducOQhhStoBIUFJBIJ2rVrhyNHjvDtCoVilsTGxsp/RVMsEysrK8TGxiIvLw++vr6IjY1Vm18oFKJs2bJwd3en4sREoQJFTyQSCdq0aUPFCYXCIeXLl4dMJuPbDYoRIBaLER0drTBjhxAiFyxCoRDe3t5wcXHB7du3+XJTLU5OTnByckJaWhrfrhg1VKDoSdWqVXH06FFOy3B2dla5qRaFYim8evUKFSpU4NsNihEgkUgUNgb89OkTAgICAHxZPdhYhUkBY8eORUpKCubPn8+3K0YNFSh6UDDuRBc+ffrEaFVEZ2dnzJ49GxMnTtSpHArF1KhUqRJevHihcIwQgkqVKtEoCkUp9vb2xZ4ZY8fFxUWriRKWCOuDZOfPnw+BQKCQ/Pz85Oezs7MxevRolCxZEvb29ujevbtJrhZZ0LXzzz//6HT9sWPHGA16HT58OCZPnqxTGRSKKcJ07xxTeyFRKIUZN24cRo8ezbcbRg0ns3iqVaumsMrf5cuX5ecmTpyIo0ePYv/+/bhw4QLevXuHbt26ceEGp3z11Vc6d+18+vSp2IqZynB2dpYv9EahKCMpKQnR0dHIyMjg2xVW8fX1VXteKpWiY8eOBvKGQuEGNzc3uLi48O2G8UJYZt68eSQgIEDpudTUVCIWi8n+/fvlxx4/fkwAkIiICMZlpKWlEQC8JYlEQjp27KjzPfr7778ZlTN58mSdy6BYBkOHDiUAyM6dO1XmiYuLI0+ePCGZmZkG9Ex/in4eBAIB3y5RKKwTEhLC6/uMr5SWlqbx3nASQYmOjkbp0qVRsWJF9O3bVz66OioqCnl5eWjVqpU8r5+fH8qVK4eIiAiV9nJycpCenq6Q+KRixYqcD4x1cXGhu7lSNOLl5QU/Pz84OTmpzDNs2DD4+fnh2rVrBvRMfwp3DVMo5oq7uzudBKEC1gVKvXr1sGPHDpw4cQIbN27Eq1ev0LhxY2RkZCAhIQESiaTYZnkeHh5quzxCQ0Pl07KcnJx0HphqDGRkZODNmzdq87i4uGDatGmYNm2agbyimCo//fQTHj9+jC5duqjMU65cOfj5+aFEiRIG9Ex/Dh48yLcLFArnTJgwAUOHDtXpWm9vb/j5+cmTnZ0dy97xC+uzeNq3by//u3r16qhXrx58fHzw999/w9bWViebISEhCgNK09PTeRMpEolE5Y6ZmsjIyMDWrVs1Do7t168fZsyYoVMZFEpRNm3axLcLOlGtWjW+XaBQDIKnpydKliyJ5ORkra7bsGGDwliswYMH48aNG3j58qVZ7H7M+VL3zs7OqFy5Mp4/fw5PT0/k5uYiNTVVIU9iYqLabdWtra3h6OiokPhA30XZwsPDNU4XdnV1NbvNsSgUNvjmm2/4doFC4YSJEydi4MCBetvZtm0b7t+/j+7du+scEDAmOBconz59wosXL+Dl5YVatWpBLBbj7Nmz8vNPnz5FbGwsAgMDuXZFb8qVK6fz2JOMjAyFhYWU4erqismTJ9PoCYVSBIFAgLt37/LtBoViEuzatcssRArrXTxTpkxBp06d4OPjg3fv3mHevHkQiUQIDg6Gk5MThgwZgkmTJsHV1RWOjo4YO3YsAgMDUb9+fbZdYRWJRIKvv/5a5+svXLiA8ePHqzzv6uqKiRMnYubMmTqXQaGYKwWrhFIoFGbs3r0bhBAcOnQIWVlZfLujE6wLlDdv3iA4OBjJyckoVaoUGjVqhGvXrqFUqVIAgFWrVkEoFKJ79+7IyclB27ZtsWHDBrbdYBWJRIK2bdvqvChbeno6Xr58qfJ8yZIlMX78eMyePVtXFykUs8bYly6nUIyRP/74A/369TNZkcK6QNm3b5/a8zY2Nli/fj3Wr1/PdtGc4eXlpZc42blzp8roiaurK8aNG4c5c+bo4yKFYlZERUXx7QKFYhb88ccf6NOnDw4fPmxyIoXzMSiWTEZGBnbt2oVx48YpPe/q6oqxY8di7ty5BvaMQjFuateuzbcLFIpB8fb2hoeHh1bXPH/+nNG6YHv27EHXrl1NbkwKFSgakEgkqFmzptbXZWRkYOfOnRg7dqzS8yVLlsSYMWPobpb/z/Xr1xEZGSn/PzIyUuF/iuVi7OPTKBQ2GD9+PIKDg7W6ZuLEibh69SqjvAUixcbGRhf3eIHuZqwGiUSC9u3bIywsTOtro6KiVIoTV1dXjBo1CgsWLNDXRZMkMjIShBCFYw0aNAAhBFevXoVAIJDP6oqIiKAvKAtH3SrTFIo5Ub58eXh6ejLaq00X9uzZgz59+iAsLAzZ2dmclMEmVKCoQCwWo3379jh8+LDW12ZkZODBgwdKz7m6umLkyJH46aef9PTQtIiMjIRMJgMANGnSBPn5+UrzNWjQQOH/wMBA+S8EU5iKTtEfKkgolsr48eMhk8mwbNkyxiLl8ePHCAwMVLvdRWH27NmD4OBgHD582PhFCtcbIXGBITYL9PLy0sm39PR0sn79eqU2XV1dSUhICMt3w/iJiIgg1tbWerfJpUuX+K4KxQAUbvOGDRvy7Q6FYnBWrFhBPDw8GH83njp1SusyfH19LXOzQFNHLBbr3K1w//59jB49uthxV1dXjBgxAosXL9bXPZPi6tWraN68OXJycvS21bhxY1y6dIkFryjGStH2vXz5skHLz8rKojOIKLwzefJkdO3alXH++/fvF1uhXRN16tQx+vEoVKAUQSwWo2PHjjh06JDW12ZkZODWrVtKzwUGBlqcOLl8+TJatWrFahixSZMmuHjxImv2KMbDhQsX0KRJk2LHDElycjLWrl1r0DIpFGVUrlxZ7RYwhZk8eTK2b9+OtLQ0xvYLBs1aW1vr6iL36BJ+4huuunjEYjEJCgrSySdNXTszZsxg+S4YN5cuXSJ2dnachQfDw8P5riKFZVS1NYViqSxfvpx4enpy+r3o4+NjtF08dJBsIZycnHSKnADAkydPlHbtAEDdunURGhqqj2smw8WLF5GXl4cuXbpwuptmixYtcObMGbRo0YKzMiiGpWXLlgr7dFEsC1VtLxAILPZzPmXKFBBCsHLlSkaDZm/duoUaNWrA2dmZcRkNGjRAQkICK93wbEMFCgtkZGQUW7PDxcUFtWrVAgCd1lExVYKCgpCSksJ5OYQQtGrVSj4ziGL6nDlzBgKBgG83KAbmzJkzAIDWrVsrPS8UCnHy5EkAX8RKy5YtDeabMTB16lQQQrBq1SqNImXy5MkQCAQYPHiwVrN6+vTpg0OHDhmdSBEQUmRBChMgPT2d8c1nilgsRteuXfH3339rdV3BgmyzZs1SGFhbvXp1LF++nFUfjZ3z58+jc+fOyMjIMEh5AoEAJ0+eVPnFRjE9lAkUE/yKojDg9OnTIISgbdu2jK8RiUT477//FP63FMGydOlSrF69mlEk5cqVK8WWbNBE2bJl8fbtW13d05q0tDQ4Ojqqz6R1h5URwPYYFCsrK9KzZ0+tfMjIyCAnTpwg69evJ46OjmTcuHEc1dZ0cHNzM3g/pkAgICdPnuS76hSWKNq+bdu25dslCkew8fmXSCTkxIkT5MyZM3xXxyCEhoYymn68cuVKkpqaqpXtvn37srIcBNPEZAyKxQsUKysr0qtXL63Kz8jIIBs2bJDbqFWrFkc1NR3OnDlDHB0dDS5QABCRSMR39SksUbRtKebJv//+y+p3gL29Pd9VMhg9e/ZkdE9++eUXrUWKl5eXUQkUi59mXKJECfz111+M83/69Am7d+/GqFGjAACOjo5o1KgRV+4pEB0djWPHjuHYsWN48eIFAODRo0c4duwYXr9+bRAflHHmzBl0796d0aZVXEAIUQj7UigU4+XYsWPo0KEDqzalUimOHTsmH6tiznz77beMph9PnjwZz54908p2q1atjGvasY4ijlfYiqBYWVmR3r17My43MzOT/Pbbb/LrHRwcyPjx47mraCGePXtGgoOD5WUPGDCA/PPPP6Rz584EAPnxxx9JTEyMQXwpzKlTp4izszMvkZPCiUZRzIOi7UoxP7j8HnBycuK7egYhKCiIsyiKNtOa9Um0i0dDcnR0ZFxmZmYm2bhxIy/i5OnTpwriRFXiQ6QYMiRIBYr5Y+kC5fHjx+Tp06d8u8EpXH4P2NnZkX///ZfvKnLOkiVLGAuJmzdvamV74MCBRCKRGIVAsehZPI6OjhpX3svKysKJEyeQmJiIkSNHAgAcHBwwePBgrF69Wm8fNBEdHY0FCxbgzz//ZJT/999/x9ChQzn26n+ULl0a8fHxOl3bpUsXCIWKvYy67BwNfBnNr2oDQorpUHQWjwl+PenMkydPsHfvXlSvXh3du3fn2x3O4HoquYuLi0GWOuCbLl264J9//tGYb/ny5Rg2bJhW70wPDw8kJSXp455GmMzisdh1UKysrNC5c2eV57Ozs/Hff//h/fv3+PHHHxXOlSlThnNx8vz5c9y7dw9hYWGMxQnwZaGe169fw8fHh0PvgOPHjyMrK0vnZeyDgoKwf/9+iEQiheM9evRQWNuEqWAhhCAsLAxBQUE6+UMxTg4dOoRu3brx7YZBuHfvHr755huzFie6LoSpDbm5uTh27Bg6duzIeVl8EhgYiOvXr2ucdjx16lQIBAIMHTqUsUjp0KED/vzzT+Tm5rLhqu7oEl7iG327eEQiEfnhhx9U2s/OziabN29Weq29vT2ZMGECp/WLjo4mAwcO1Ll+27Zt49Q/Qgjx9vbWqw1yc3MZldOjRw/So0cPRjatrKw4rjWFa5S1q6nw7t07cvXqVb7dMGoEAgHnXQcF39P//PMP39XlnMWLFzPe9fju3bta2eZ62Qg6BkVFKlGihFr78fHxKq+tXLkyp3XTV5wYQqAcPXqUlCxZ0iACpYDvv/+eChQLwFQFyrt378jUqVN13svLUjCUQAFA3Nzc+K6uQQgNDSXff/89cXd3V3s/li1bptWA2aFDh3I6FoVOM1aCSCRCz549VZ7PycnB4cOHlZ6zt7dnfXpcAS9fvsS+ffuwePFi7Nixg5My2OLUqVPIysrS+fpevXoVG3uiiX379qF37946l0mhcElUVBT27NmDxo0b8+0K5f/JycnReUybKTFjxgzs27cP1apVU5tv2rRpiIuLY2z3999/x4ABAyCRSPR1UXf0UW58oWsERSQSkYEDB6q0m52drTBTp2jy9fXlpD4vXrwgQ4cOZU2ZDh8+nLx8+ZITXwvQp4snJydH53LVzWYSCoVk7969LNaSYmiUta8pcPv2bbJixQq+3TBq9uzZY7DoSUFyd3fnu9oG4+eff9YYRbl//77Wdl1cXHiLoJjGp78IugoUGxsblTZzcnLI+vXrVV5rb29PpkyZwkl9tm3bxnrj79y5kxNfCSHk0KFDxNXVVSe/goODSV5enl7lq7MvFotZqiWFL4xdoCQmJpJTp07x7YbJoWv3zg8//ED69u2r07WOjo5k//79fFfdYCxevFitSFm8eLHW66LwKVAsZhaPUChEv379lJ7Lzc3Fli1bMHr0aJXXu7m5cbL538uXL3HlyhXW7XLJxIkTdZrG17dvX+zYsQNWVvo9dv3798euXbv0skGh6ML79++xevVqRERE0E0qOaZ///4QCoXYvn07ZDKZfMafTCbDH3/8wchGeno6xo4dix49enDpajGio6MRERGh8nz16tVRo0YN1ssNCQkBIQSrV6/G+/fvi52fOXMmAGD06NGaN+r7f3r37o0tW7YgLy+PVV+ZYDECRSwW4/fff1d6LjMzU604KVGihNpxK7rw6tUrXLhwAVeuXMHWrVtZtW2sbNmyRW9xAgA7d+7kXaB8+PABx44dA/BlzYCaNWvixIkTaq+pVKkSHaNg4qSlpSE+Ph7t2rXj2xWTYufOnYzzDhw4EAKBANu2bZMfEwqFchv5+fkQCATYvXs3636ywfPnzxEaGort27erzNOpUyf89NNPnIiUAhFSsDXKhw8fip3v1q0bY4GyYcMG7NmzR+OaYVxgMQJFV0qUKIFRo0Zh2bJlrNqNjIzEoEGDWLVpCA4cOIBPnz7x7QZvpKSk4MiRI3j58iUWLVoEAKhcuTK6du2q8RmpX78+hg8fzrismjVrcvIFRtEdX19ftS8einIGDx7MaNG9QYMGKQgTZVhZWeH3339nLFA+f/6Mv/76C99//z2j/Prw/PlzLF68WOMzcvToUQiFQnTp0gW1atVC9erVWfWjQKQsWrQIq1evRnJyssL5gwcPYuzYsXBwcGBkr1+/fti8ebPhoyi69XTxi7ZjUIRCIRk5cqRKeykpKSqv9fb2Zt3/ly9fkmHDhnHSr1eQuBqDUr58eZ19ysrKYs0PVWWIRCKydetW1sopTHJyMpkzZw6n7VY4derUidy6dYuTuhgzRe8DxfQRCoUan/dhw4YxtpeXl0cGDRrE+LPk5eXFYe2+8Pz5c618KkhBQUFar1GiDQsXLlS6LER0dLRWdtjerZ4Okv3/JJFIVNrKyckhq1atUnpdiRIlyIwZM1j1/dWrV2T48OGcvtiaNm1KIiIiWPW7AG0EysCBA8nw4cPlSdu1T9Sha3vrSkpKikHFSUHq3Lkz2bRpE7lz5w7rdTJWit4DiunDRKBoS25uLmNB4OTkRHbv3s1Bzf7H7t27df6cG0KkFJ3YsHDhQpKens7Yxrhx44hYLGbtu43uxfP/SCQS5OTkKD2XlpYGZ2dnpefKlCmDN2/e6OKiSg4dOsT5Utbbtm3jrPuoQoUKiImJ0Zhv0KBB2LBhA2xsbDjxQ91+HuraW1cePHiAb775hlWb2hAUFIT58+ezHgo2Rix5Px5dOXXqFF69eqXyfNeuXeHh4WFAjxQRiUQKW1goQ5d2zsrKgp2dHaO8XHyfF+aPP/7ADz/8oPP13bt3x7x58zj7ngkICMC9e/cUjr18+RIVKlRgbMPBwYG1Ln66Fw++DK4qupdOAXl5eSoHztrZ2WHgwIGs+hITE4Pjx4+zatMYGTJkCNatW8eZOAGAkSNHYuPGjZzZL8zHjx+xb98+g5SlioIFp+bNm4eAgABefaEYD6dOncKzZ8+wZcsW3L17V2W+p0+fomLFiirP9+vXT+UPNUOgbpKCOqysrDB8+HBs3ryZZY8Mz8GDBwGAM5HSu3dvvHnzRmEG5u7duzFx4kTGY1GGDRuGdevWGW5jVl1DRnyiTRePunUx1Nlhu88yJiZGr66d2rVrk7p16zLKy+VS90y6eFJSUjgrvwCZTKayfJFIRDZs2MBKOR8/fiSzZs1iLaypb1q1ahUr9TJmitaZopxTp06Rb7/9lpXnavbs2WTdunWMwu66oKmLRx9ycnLIiBEjNNaxTJkyLNVGOfp08RROPXr0IPfu3ePEx59//rnYuiYxMTFa2ShRogQr9bT4MSgCgYBMnDhRazt2dnZk9uzZrPp89OhRnRqxVq1aZNy4ceTff/8lx48fJ7Vr19Z4DVcCZefOnYz24OFboAAg1tbWrJTz9OlTVj6MbKWgoCCzH49StM6U4pw6dYrRd4G2ae7cuVqNS2AKlwKFEEIyMjI01s3JyYmz78Znz56RH374gbV26Nmzp06rvjLBz89Poax58+aRjIwMxtdTgaIBpgJF3eZxubm5ZMmSJUqv8/T0ZNXfmJgYrWft1KhRg4wfP77YjpyzZ8/WeC0XH8KdO3cy2t1yxIgR5PPnz6yXXxR1AkUoFJLJkyezUo6xCRTgi0hZvXo1Z7+y+GT16tUKdR0/fjzfLhkVZ86cIatXr+ZEnBQkbX9RM8EYBArAzaxMQgjZu3cv6+3Qq1cvTkRKaGhosSiKNiJl2rRpxMrKSu/6UYGiRqCoe6DZFijHjx/XquFq1KhBDh8+rNSWJoHSunVrcv36dVb9J4SQKlWqMPI9OTmZ9bKVoU6gsDWL5+PHj2TGjBmcvQj0Tb/99hsr9TQmitaR8j9Onz5N6tWrx/lzNWvWLNajKOYsUJ4+fUr69evHSVv8/vvvrPtLCCFLliwhzs7OCmXFxcUxvt7W1lbvuln0bsYCgQCTJk3S+jo7OzuMHDmSA4+YUaNGDcyfPx9dunTR6fpevXqhTp06LHtlmXz48AFLlizh2w2VnD59Gvfv3+fbDd6RyWRYvXo1325wzoEDBxAZGcl5OT///DNSU1M5L6eAKVOm6G1DLBZj7NixLHijPXfv3mW89L62nDx5Eg8ePGDd7vTp0+Hm5qZwbNOmTUa3CKfZChShUIilS5cqPZeXl6fyC83e3h5z585lzY+YmBgcOHCAUd6AgADMmzdPpTi5evWq2v0d2rRpYxHTUDUhlUqxcuVKvt3gnIMHDxrkhWUolO11xWT/K0IIkpKSuHCJMS9fvpTPtGKbs2fPYvny5bhz5w4n9vmGjT3OrK2tsXz5cowbN44Fj4yHAwcO4KeffuJEpAwbNkxhuY5FixYhIyOD0bWTJk2S743EKXpEiXiDSRePSCRSeb26cCCb23PHxMQwXkgoICCAhIWFqbU3f/583kL+TLp4xo8fb5DxJ4RwP0j248ePZPLkyZyG0tlIQUFBZjEWJTQ0VGn9QkJC+HaNEU+ePCG7du1i3e6ZM2dI/fr1Df5cTZ8+ndVuHnVdPGySmpqqtl5cdPHcu3ePdOnShdP2MNTK4CEhIYzHotjY2OhVJ4sdgyIQCNTOwjGUQDl79izjxho6dKhaW5cuXSLNmzdXa4MrgbJp0yZGA2Tfv3/PSfnK4FqgvHz5ktUvmKpVq5KQkBASEhJCOnTowKptcxApqupmyZw5c4Y0aNCAkxcek6TNmARNGEqgZGVlkYkTJ6osy8nJiaxbt47VMgkh5O7du6Rz586ctUWPHj04GTCrbNmI+Ph4RtfOnTuXiEQinevEiUC5cOEC6dixI/Hy8iIAiv3ql8lkZM6cOcTT05PY2NiQli1bkmfPninkSU5OJn369CEODg7EycmJDB48WKtpTpoEirroSV5ensoly21tbUloaKhW90MVbEdPFi5cqNZGu3btOBkcS0jxaWmqEhUoypOfnx/566+/5LajoqLI7Nmz5alt27Z6l9G9e3eycOFC8vDhQ31vLS+oqpclcu7cObJw4ULSsGFDzl54TJIpChRC1O+tBoD4+PiwXiYh7K2DoipxsVT/L7/8QpycnBTKmT59OsnMzGR0vbW1tc714USg/Pfff2TWrFnk0KFDBCguUJYsWUKcnJzI4cOH5aqyQoUKChvFtWvXjgQEBJBr166RS5cuEV9fXxIcHMzYB30EyufPn1Ve5+bmpu3tUEl4eDjjhho0aJBGe5oEyvr161nzvShUoGiXKlWqRObMmSNPhcWJMq5du0bmzJlDWrVqpfeXWM+ePcmjR4/0qjsfqKoPH7x//55s3LiRl7IJISQkJITTFx3TxJZAWbhwIREIBAZrY3MVKN27d+ckiuLj41OsrMTEREbXGp1AUbgYigJFJpMRT09Psnz5cvmx1NRUYm1tTfbu3UsIIeTRo0cEALlx44Y8z/Hjx4lAICBv375lVK6xC5TXr1+TAQMGMGqkgIAAcuTIEbX2Ll68qLZ7p3379gr3k03Wr1/PqHsHMC6BIhKJyMKFC3W2r4tAKV++PJk/f77Ov3SuXr1KWrdurfcXWY8ePUxOpCirx/z583nx5dGjR6RatWq8lH3u3DnSqFEjTl90TBNbAkVTNwDb8CVQ7t27R4KCghjd2yZNmpD58+eT+fPna9XeBe9RNlEmUKZMmcIoimJSAuXFixcEALl9+7ZCviZNmpBx48YRQgjZunUrcXZ2Vjifl5dHRCIROXToEKNydRUoeXl5ate1YEugXLx4kVEDVa9eXeV6J4VZvHixWjtr165lxe+irF+/npQqVYrxA2dIgUIIIQsWLFDrj42Njc62dREozZs317tOV65cYS2SMmfOHPL06VO9fTIEhnhxMYWvCIoxiROARlB0YefOnYzubeExktq0e1BQEOtRlDVr1hTr5gFAJk+erHHSw+LFi3Ueh2JwgXLlyhUCgLx7904hX8+ePUmvXr0IIV/2AqhcuXIxW6VKlVK5f0p2djZJS0uTp7i4OLUVVyVQsrKyVF5ja2tLfvnlFx3vxP94/fo16d+/v8bG8ff3ZyROCFEvUNq3b8/Z2JPq1atr9cAZWqBoiqIYUqCUL1+etT7iS5cukZYtW7Lykvn+++/J7NmzyfPnz1nxjSsM8eIyZsLDw0mTJk1YaXO2kqmOQcnKylLbTebk5MTKd70ydBEohHyZUMF0zFFQUBDrY828vb2VlsVk4U2JRKLT82U2C7WFhobCyclJnry9vVXmFQgE+Pnnn7Uuw9bWVqeF3Yry5s0b7Nq1S2M+f39/RouxXbx4ESdPnlR5vk2bNkaxMNusWbNQokQJvt3gjfLly6Nfv36s2GrUqBHmz5+Pli1b6m3rr7/+wqJFizB79myEhITg1atXLHhIYZvLly/j4sWLfLvBCTNnzgQhROm5xYsXs16ejY2N2sXf0tLSsG7dOtbLBYBvv/0W3bt31/q6Fi1aoH79+ozyhoWFYfbs2Xj8+LHW5ZgarAoUT09PAEBiYqLC8cTERPk5T0/PYosq5efnIyUlRZ6nKCEhIUhLS5OnuLg4lT4IBAJMnz5dn2roTGxsLDZs2KAxn7+/P4KDgxnZvHbtGi5cuKCva5wzbtw42Nra8u2GHJFIhEWLFhmsvBcvXmDLli2s2SsQKUuWLEGzZs30trdv3z4sWbIEs2bNQkxMjN72KMbLoEGDsGTJElSqVIlvVwAAy5YtUylQQkJCDOwNt/j7+6NDhw46XduhQwc0atSIUd6wsDBER0frVI42LFiwAFlZWWrz/PzzzxAKOYp16BMWApQPkl2xYoX8WFpamtJBsjdv3pTnOXnyJGuDZIVCocrr1HXx2NjY6D0oLyIiQmNYy9/fX+Og2MIsXbpUrb1Vq1bp5bM6tOniYTrqm03UdfGIRCK9FvniawyKMi5evEiWLVvGWhdAcHAwJxvC6YMyPy0Ffcee9OvXjyxbtkyeXr58SQghZN++ffJjBQMhx44dS8qUKcPIriEGyXJFcnKy2rqVL1+es7Lv379PevToobb8+vXrk1OnThW7VtuunsePH7Pi88aNG5WOQwGY7U4vFou1fm45GYOSkZFBbt++TW7fvk0AkJUrV5Lbt2+T169fE0L+twnRkSNH5CvsKZtmXLNmTRIZGUkuX75MvvrqK9amGesqUOzs7PSeqstEoAQFBTG2d/78ebUvpY4dOyoIPbZhKlDmzp3LeN48m3A5BiU1NVWrjQIrVapE/v77bxZrV5zz58+zNojyypUrnPqqLYZ8eRkbmgbBq0rBwcFk+fLljAZC79mzhyxfvpzEx8eTXbt2kdKlS2u0b84CxcnJibU1r5Tx+++/a7y/qn4Qnz17lvECfUFBQeTJkyes+KxKuI4ZM0bh/a0MoxEoqtb3GDBgACHkfwu1eXh4EGtra9KyZctiH6Dk5GQSHBxM7O3tiaOjIxk0aBBrC7XpKlBcXV21vRUKxMbGkt69e6ttkGrVqpGjR48ytrlixQq19gpHqriAiUCZP38+L+KEEG4FCiGEREdHM/6wNWvWjKVaqYctkfL9998bVRTFkC8vYyE8PJxMnDhRpwXZgoOD9fr1vHv3bvlim6qSKQuUrKwsjWtH+fr6cla+PgKFEEJGjhzJ+Fk4fvw4Kz6ri6ylpqaqvXbNmjUad6wumixyqXs+BEpcXJxGcQKAdO7cWSu7piBQis7YMiRcC5TU1FTGi2YZSqAQ8kWkrF69Wu9l0CMiIgzmsyZWr15tsJeXsaDp860qBQcHs7LOze7du4mnp6fKckxZoBDyZbq4uvvIpUC5f/8+6dWrl9ry1QmUc+fOMf58d+3alZUoij4ChRBCrKystHqOzWYWj7GTmJiIffv2sWrz/PnzOHz4sMrznTt3RosWLVgtk6KIk5MTBg4cyLcbxWjatCnGjx+PRYsWMR75r4yVK1ciNjaWRc90Z/z48Xy7YDK0bt0aX3/9td523r59i9zcXJXn586di/T0dL3LsUT8/f31+n5u3rw5vvnmG0Z5Dx8+zMrn+KeffoKjo6PedtjErASKQCDAr7/+atAy37x5g6VLl7Jq88KFC5g9ezYuX76sMk/Dhg1Rs2ZNVsstzJIlS/D27Vu1eRYuXKiwXTfFsDRv3hyLFy/GunXrULduXa2v379/f7EZdxTjJjg4GIGBgazY2rNnD1JSUlSe3759OzIzM1kpi1KcY8eO4cSJEyrPBwcHo0GDBgbzZ/DgwSqXipgyZQqys7MN5ksBZiVQCCG4f/++wcp78+YNJk2ahP3792vM6+/vjx9//JGR3Xv37uHKlSv6uqcXf/31F5KTk1WeX7hwISZMmAA7OzsDeqXIqFGjeCvbWGjevDnGjBmD0NBQ1K5dm293KBwSHByMOXPmwM/PT29boaGhGn+AmDtJSUmYP38+Z/YbN26M77//XuX5mzdv4ubNmyrPN23aFFWrVmVU1tq1a/H06VOtfWTKli1b1EbbAODXX39lfbqxWQkUANi0aZPS4/n5+Rg7diyrZaWkpDASJwDg4+OD9u3bs1o+V4SGhqpdawYABgwYAHt7ewN5pJzq1avzWr4x0aJFCyxduhS//fYbvv32W8bXhYaGGk03jyVx7tw5HDhwgHH+3r17Y86cOax07QDA33//rfYHCPC/BTL1YdSoUZDJZHrZ4Ir09HSsXr0aCxYs4MR+1apV0aRJE71s9OvXj1E37rFjx3gXnCNGjIBAIGDVptkJFFVIpVJWF9LShmrVqmHMmDGs2evatSvatm3Lmr2iHDx4UO2X1+LFi+Hi4sJZ+UzRFJHKy8tjXZQaMy1atMCIESO0WqArLCwM79+/59ArSlHCw8Mxa9YsXLt2jfE1jRs3Zk2cLF68WOMPEODLy1HfCOnmzZtVLtLGNfb29lixYoXaPGlpaZyKFH1p2rQplixZwkikrFy5Es+ePTOAV4bDrASKQCDA77//zrcbxfD29ka7du1Ys1e3bl0EBASwZk9b+vTpw3v0BNDc3lKpFFu3bjWgR8bBjz/+qFUUZeHChYxeWIZm6NChfLvACQ8ePGAsTr7//nts2bIFzZs3Z638Q4cOaYyeLFu2DK6urqyVyQc2Njb44YcfNOZLTU1lHAlnm7CwMPz3339q8zRt2hSVK1fWaOvff//Fu3fv2HKtGGPGjEFOTg5n9pVhVgIF+DLQR1vs7Oy03pvhzZs3mDdvntZlaSI8PBx79uxh3S6bTJ06Ve3gOkOiS3ubOy1atICPjw/j/EeOHMHYsWPx5s0bDr3SnoYNG/LtAuto+/muX78+hgwZwlr0hCm9e/fmdXyZudCiRQu125rcunULd+/e1Whn6NChjKIoy5Yt4yyKsnv3buTl5anNs2XLFla7ecxOoOiCtbU1+vTpo9U1qampaqcB68rjx4+1Cv3ywf79++nofiNn7NixqFGjBuP8R44cMRrRWYA5bp6nzef7+++/R5s2bTj2SDmTJ0/Gx48feSmbTRwdHbF69WqN+d6+fYu5c+eyXr6fnx8rs64aN27MqOv2+PHjvM7MGzhwIKsDZalAoSgwf/58jTverly5EiVLljSQRxRdaN68OVatWqVVV+CsWbOMKoqyY8cOzmynpqZiwoQJnNlXRnh4OHbu3Mk4f506dRjP4mAKk883YD4/QmxsbNTOpCkgNTUVR44c4cSHNm3aoG/fvirP//333zh27BgnZWvLunXrVA6M3rRpE2xsbAzqj8ULFDs7O5Uzf1Tx7t07xrtw+vv7Y9q0aYxtt2rVilG/KVf8+++/Gn9Jd+vWjYZ/TYBmzZqhbNmyjPMfO3YMqamp3Dmkgd27dxc7xtVnISsrS6tZNPpy/vx5zJgxA9evX9eYt1evXti9eze+++47Vn2YP38+fv31V6OLlJk7VapUUbsEwJ07d/Do0SMDeqSa7t27q9yVvnfv3rCysjKoPxYvUMRiMXr27KnVNWlpaYwUb7Vq1bB27VqtBrjFxsYazcOqjFWrVtHoiQkxdepU/Pnnn/D392eUf9q0aZwOtFNHv379ih37448/OCnL2dnZYIs6Xrx4EdOnT2ckTnr06IF58+ahX79+rI87OXnypMbBsWzSv39/o51ibIqMGjWK0TiUn376iZNxKEOHDjX4Ym0WL1C4xN3dXevR98+ePUNUVBRHHulPly5djGIGD1Nyc3MxaNAgzst59OgRFi1axHk52tK0aVP06dMH69atQ7Vq1TTmP378ONLS0gzgmXL27t1rkHJsbW3RtWtXzsu5dOkSpk2bxkicAEBAQADr3TrAl+hJdHQ063bVsXfvXrVTjI1tMkBsbCzjyLi2tG/fXm03DxMaNGiA8uXLa8x35swZfPjwQa+ylLF//37k5+ezblcdVKBoSXx8PCZOnKgxX9WqVTmZ5UNRRCgUqt0HSSqVGmQKoZubGxo3bsx5ObrSrFkzuLu7M8o7ceJE3qIovXv35qVcLrh8+TKmTJmCyMhIRvl79uyJ7t27c+JLkyZNjGLtosKom93CB6mpqWqXnteHKlWqsLI1yfjx4xlFUWbPnm1wQcoFVKBoSUZGBk6ePKk2j5+fHzZs2ICmTZty4sOePXs4G9BlivTo0YNvF+Du7s5ZexuakydPIiMjg283DEpSUhJ69uzJ6qaFMTExjCMnwJcuYa6mE7do0QJubm6c2FZGcHAwpFKpwcqzFOrXrw9vb2+N+cLDww3anccVFi1QbG1tlQ7M0xc3NzdOX1YPHjzgdN8FcyM7O1vp+AYmlC5dmtE0RVNgwYIFjLp5LBE7OzsEBwejQ4cOrNi7fPky1qxZwzh/jx490KtXL1bKNgYOHjzI2wqyRXFxcTHKBTwLs3v3bvzzzz+s2gwJCcHz589ZtWloLEKg5OfnKx0IKxaL0alTJx48ohgSqVSqc8TJ3t6et7Uo2KZx48b47bffGI1xGD16NBISEgzglXFgb2+Pbt26sdbWb968UbsRXFH8/PwMvhibpWBtbc1YeL569QpTpkzh2KPiPHjwgHGXzNSpUxl185w/f97k17KxCIEik8lw9OjRYsc/f/6s9QJtmvDz80NoaCirNg3FtGnTTF5xU9TTqFEjbNq0SeOOuGfPnsWnT58M5JV5cfnyZY17wBSmR48eeg+gpKjH1dUV27Zt05gvLS0N58+fZ738o0ePYvv27azYqlOnDtauXYu6deuyYq8oO3bs0HuTSLawCIGiivz8fI37IBQmPj5e4wZ1rq6uaNSokb6u8cKlS5d4XQdDV0QikcZVfbOyssxqAKY+NGrUiNE+K8OHD0fnzp2RlJRkAK/Mg4iICEyYMIHxTLygoCAsXLhQo2DUl+nTp+PJkyecllFAt27dNM72YLs7QxPW1tZo3bq1QcsszIsXL/Dw4UPW7NWpUweenp4a802aNAkvXrzQynbbtm1hbW2tq2usYtECRVsyMzMRHh7Otxu8sXnzZnh4ePDthlI6duyo9rxUKsXx48c5K//evXuYOXMmZ/bZZvny5ahSpYraPOHh4Th69CiysrIM5JVyTKUbNjIyEmPHjtVKnCxevJhzcQJ8WR5Am8/u9u3bdR5U+++//2ocf2KsbVqxYkVOxpx16dJF7XIHAwcORFBQkFY258yZo3YBOOBLNM8Uf3QWYBECRSwWG2TWi5+fH3755RfOy+GCKVOmaPyF1bx5c6NdQVYoFCrtxivM58+ftV6UD/iyG/XGjRvV5klJSTH6PZQK06BBA+zYsYPRLql8YyzLgKvjxo0bGDVqFGNx0rVrV4SGhhpEnABf2lubacYtW7bkbFlzbaLWhsbR0ZGTCHiFChXUDlCPiIjAnTt3tLJZu3ZtRqJz3LhxePnypVa2jQWLECgCgQBt27bVy0ZCQoLGBb+cnZ0ZDV4yRiIiIkxaaQsEArRr105tnvz8fJw+fVpr2/b29hq/tKpXr45ly5ZpbZtP6tevD0dHR77dKAZXa1FwSWJiIm7dusUob+fOnREaGqoxgmWKdOrUSeOOt+3btzeQN9rz4sULjB071uDlPn36lNEeSbpw9epVpKenc2KbayxCoOhLYmIievbsicuXL6vMU6VKFa2mFSrj2LFjWLdunV42dGHSpElGvbw+U0QiEf79919eynZ1ddUYbjVGfv31V/j6+vLthgL6/pgwZjp16oSlS5caLHJSwMSJE/H48WPOyzl9+rTRTC/WhYyMDERERPDtBuX/sQiBkp+fr5dqz87OVitOAMDBwUHvUdVv37412EC2wty4ccOkoycFCAQC3gbC3blzB1OnTuWlbH2oV6+exhH7ffr0wfv37w3kUXHOnDnDW9lMuHHjBmbPns0ob9myZQ0uTgDg+vXrjLcw+PPPPxmvOlyY7777Drm5uVpfZwkcOnQIv/32G+t2f/75Z4P+MOrYsaNB9+MxK4FCCEGrVq2KHReJRJg+fbrSazIzM9GlSxeVNpOSksx29seUKVPQokUL3L9/n29XDIam9taV1NRUo95DSR+uXr2Krl27crK/BxNatmzJS7nquHv3Llq0aIEWLVpg2LBhuHv3rsZrOnbsiAkTJnDvXBEmTJig1QyShg0b6jSLIzw83KijJ6VKldK415Ovry8nQiI2NpaTJRwCAgIMukLwhQsXDLofj1kJFABKZ9kIBAI0a9ZMaf78/HxcunRJpb2cnByTGvyoDbdu3UJ4eDijX1Y7d+5EmTJlDOAVt2hqb2W8fv3aIBsO8sWmTZs0dvNcvXrV4DuZGiv37t3DwIEDER4ejvDwcEbipH379vjll194GZQcFRXFOHqyZ88enWbqtWvXjlH05Ny5c1rbZgtra2s0bNhQbR57e3uT7Kplm7CwMKNYC8XsBIouZGRkoFmzZgq/rJOTk9GsWTNGsz4qV66MzZs36+1H586dDfYLa8qUKbh9+zbj/PXq1YOtrS2HHrGDlZWVxoGwGRkZ6Ny5M2ObpUqVwujRo/V1zWipVauW3jtUd+zYEc2aNWNlSrKqHxPGQlpamtYzLsqUKcPbjKl169bB39+fUd769evrNHvn4sWLkMlkavOEh4drvbs7RTPLli3TKKqGDh2q1UyeBg0aQCwWFzt+/Phxg87ktDJYSUZMfn4+Lly4ACsrK/mOtLm5uYw3+nJwcGBlp0ovLy989dVXetvRxJQpU7B161bG4052796NcuXKcesUSwgEAjRp0kRtnvz8fFy5coWxTTs7O7P/VbVt2zb07NlT60WdCpg9ezby8/MhkUj08qNx48Yax3vxyYMHDzBq1Citrmnfvr3KLmZDUKNGDUaztfbu3QsvLy/O/DCXzTSNjW+++UbjFPKoqCh0794dhw4dQoUKFXQuq1GjRhAKDRfXoBGUQuTn5+Py5cu4fPkyY3Hi6+uLrVu3cuwZe0ybNk0rcbJr1y50797dJKIn2pCenq5xcTdLombNmihRooTaPEFBQSp3SK1fvz4aNWoEkUiklx/GLk6Cg4Px4MEDxte0a9cOa9euNbqZUkXZs2cPunbtqlP0pHXr1sjJyeHAKwqb3LlzB926dUOjRo0QGxurNm+nTp2MYuKE2QkUmUwmj4IYAnt7ewQEBBisPH2YPn06tmzZotWDV7NmTbMTJ8AXMRoZGcm3G0bFrl27ULFiRZXnb968iXbt2iElJYWT8pWND7h69SonZWnL48ePtRYnAODu7s6rOBkzZgwCAwPVDoT/888/ERQUpPPCbBERERq7dy5dugSBQKCTfUMSHR2NwYMH8+0GZ9y5cwdXrlzR2BV7/fp1gw6GVYXZCRQASuexSyQSXLhwgQdvjIMZM2Zg8+bNJr+7JRPEYjEuXrzItxsmR0BAgEYxevPmTbRu3Rr169dH/fr19VoAKjAwUG6nfv36SsVIYGCgzvbZ4NmzZ6hfvz569uyptThp27Yt5s2bx5FnzHj48CGuXbuGjIwMlXlq1qzJ2aqxBTRo0IBT+2yRmZmJe/fu8e2G1qxdu1arbuhevXrhzZs3Ss999913nP0I0RazFCjKEAgErO/+6Ovri927d7NqkwtmzpyJzZs3ax2y+/PPP1GpUiVunOIQpm2dmpqqcfVZbYiKisK4ceNYs2es3Lp1C5GRkYiMjNT5V1b9+vVx7do1uR1l0Sym3axc8vnzZ0RGRmq90Vvr1q2xYcMGtREptpkyZYpCF5k2S+9zSUREhEHHLajDw8ND48aifLFmzRrs27dPp2v9/Pzg4ODAOP+9e/fQoUMHvHv3rti527dvG0X0BLAggcIFdnZ2jEfH88nz58+1jpzs3r0bQUFBJtu9I5FINE4nzs/Px9mzZ1kTKenp6bwstMcm+/btQ/ny5Rnnb9myJerUqYNPnz5pVc6NGzc05qlTp45WNo2Fli1b4rfffjOoOJk+fXqxsWVPnjxRGzlhg6ZNm2rsLjCmdpRIJKhRo4baPI8fP8bAgQMN4k9h4uLikJCQYLDy7t27h7Zt2yI+Pl5+7LvvvlO53lF4eLjh92IjJkhaWhoBoDKJRCKl18lkMnLp0iW11zJNlSpVIg8fPmS9buvXr2dU/tKlSxnZCwkJIS4uLlrVbffu3eTz58+s183QZGVlMaqvlZUVadeunUZbe/fuVWundu3a5NmzZwaqHXf4+flp/XmoUaMGqVWrFsnMzNRov3bt2oxs8snz589JrVq1tL4XzZs3Jy9evODUtwULFpBatWqRWrVqkZMnTxJCCHnx4gW5efMmSU1Nledr3rw5I58fPXqksy/29vYa7efn5+tdZzbJyckhR44cUeuznZ0dGThwIGtlrlq1ilFbrFq1Sucynj59SmrVqqX1Z9ff31/+PInFYpX50tLSGPkhEokYlcvEnlkKlIKXhTJkMhm5cuWK1o1YNFWrVo31eh04cICULVuWUflMBEpISAhxdnbWql7mIk4IYS5QABAvLy+N9u7evavx5WQOPHr0iPj4+Oj0uahevTqpUaOGPOXk5Mjt1q5dm9SoUYOxLb54+fKl1sKkUaNG5NatW+Tly5ec+/f69Wty69YtcuvWLfLx40eV+bgWKI0aNSJCoVCjfWMTKIR8aWNNfrMpUpKSksjEiRM1lqmPQCGEkOjoaK0+Y9okJoKC6Y8PpvbMdh0UVYuQCQQC1K9fH1euXNG4qqAyfHx8cOTIEU4GlX348EHlwKWirF69Gp6enujfv3+xc/PmzcORI0cQGxur1biTXbt2oVu3bibbrVMUa2trXLt2zWA7TN+4cQMjR47Exo0bDVIeV3z99dc6P99FBxjWqVNHPnuDyYqrxkB2drbWXXVOTk6srIXEhHLlyhnFukT37t3TOHvHlPn8+TOePXvGiq1SpUppXIl74sSJ6Nu3r17l+Pr66r3ooj5os/gnI/SSazzBJIKiqpunAKlUSu7evUvu3r2rVbdP5cqVOanTwYMHSZkyZbRStCtWrFCwsXDhQlK9enWtu3QAkJ07dzIKz5saMpmMREREaKy/lZUVqV69OmnTpo1SO8+fPyeVK1fWaKd169YGriE3PHnyhHh7e3PyS4xpMjSxsbGkevXqjNq5cGrYsCF59eqVwf3VBJcRlIYNGzKKnty6dYuDmukPkwgKwG4UZcWKFWrL8vLyIrt379a7nOfPn3MSRWES8WDavcPUnsUKlMJIpVJy//59cvHiRbU2vb29ORtj8Pvvv2v9wHh6ehJ/f3950kWYACA7duwwS3FSgEwmI5GRkYzuhVgsJv7+/sXGpGRnZ5ODBw9qvN5cBAohhDx79oxxlyMXqeC5NgRxcXHE19dXJz81jV/iCyYCJSwsjGRnZzO22bBhQ+Lv789InADG2b1DCHOBAnwRKf7+/mTIkCE6l7dr1y7i6empsSx9u3gKePHiBalevTprn8WrV68SqVSqsVwqUAj7AqWA/Px8cv/+fXL//n0SHh5OgC8ioOBYdHQ0B7X5gi4ChY20fft2sxYnBWRkZGh1X8RiMalWrRpp37693IamMSgASIkSJciIESN4rCm7lC9fnpfnsnCqWrUqq0Ll/fv3pFq1agpjhrR5YRWkevXqkfv375PXr1+z5hubMBEolSpVYjyot1GjRlq9gO7evctxDXUnNzeX/Pfff1q1d4kSJUi1atV0+nwbYpBsUV6+fEn8/f1Z+QwWHnytDrYFitmOQdEFkUgknzacn5+PR48eQSwWG/0y1bqybds29OrVy/BTx0yAvLw8PHz4ENHR0ejUqRNWrVqFoKAgjddlZmbi9evXBvDQMJw+fRpNmzZVul6CoXj06BGAL2NjCmNlZaV2hVRVuLi4YP/+/bCyskJCQgKaN2+u9boPtWvXxt9//20UY0H04cWLF4yXqX/y5AmkUilj21WrVtXVLc4Ri8Va73uWmZmJhw8fIiYmBgKBgPFYsz/++ANLlizRxU29qFChAv755x907NhR/hnShYiICK3WWGEVbVXZhQsXSMeOHYmXlxcBvoQICzNgwIBiSqlt27YKeZKTk0mfPn2Ig4MDcXJyIoMHDyYZGRmMfeAqgsInhoygbN68mTx+/NgiIicFSKVScuPGDZ3ul0QiYRxJaNCgAYmNjeW7uqyi64weQyR9IisJCQmkUqVKWpdZq1Yto42aFIbNMSgNGzbU6tfxvXv3DFBD/YiOjtb5uStRogTx8/NTSFOnTi1Wxp49e4iHhwdju2xGUArQZepx4ZSSksK4LN4jKJmZmQgICMDgwYPRrVs3pXnatWuH7du3y/+3trZWON+3b1/Ex8fj9OnTyMvLw6BBgzB8+HDs2bNHW3coWrJp0yb07dvX4qImQqFQ5+3uc3NzERMTozFf/fr18ddff6Fs2bI6lWOshIeHIy8vD02aNEFiYiLf7ijw4MED+Pv7a70MfVJSEho0aKDVFvQA8O233yIsLAze3t5aXWfKNGzYEJGRkVpFT/z8/Dj0iB18fHxw8uRJtG3bVutrMzMzi830evv2LY4cOaJwLDU1FUlJSXr5qS+HDh1C27ZtdVpEMjIyEk5OTozyVqtWTatnhBH6KDNAeQSlS5cuKq959OgRAUBu3LghP3b8+HEiEAjI27dvGZXLJIICgPj5+elSLYNz4MAB4u7uzukvzXXr1pFnz55ZVNSkKFKplERFRXF2j81lHRRVvHz5kvPnVNfk6+urNpry8eNH4uvrK0+6jK2pUaMGiYuLM+Ad1w+mERQfHx+l67c0atSI+Pr6avWrGAAnC1hyxdOnT3l/dgsnLiIohHxZO6dKlSpa+RIZGcloYGwBVlZWWtnnbQzK+fPn4e7uDhcXF7Ro0QKLFi1CyZIlAXzpz3J2dlbY2KhVq1YQCoWIjIxU2s+fk5Oj0E/KdIOy58+f61kTw5Cens6pyl67di0GDhzI6/x4Y0AoFKJGjRq4efOmVhtrUb5QoUIFiEQivt1QyvPnzyEQCBTGFdjb2+P27dtIT09HzZo1GUXBVFG9enUcPXrU7KJjAPD69Ws0a9YMEolE4firV6+0/kX88OFDox57YqmUK1cOp0+fRk5ODtq1a4cXL16ozX/t2jXUrl2b9z2UWBco7dq1Q7du3VChQgW8ePECM2fORPv27REREQGRSISEhAS4u7srOmFlBVdXV5X7EISGhmLBggVsu2oRrFmzBoMGDbJ4cVKAUCg06B4p5sa1a9dQq1Ytlft18AkhROFHiUAgQKVKlSCVSvUeuCyRSMxSnBQQGxvLih1T21y0QoUKOnfzmBoF3ZLnz59Hbm4uWrRoofRzERkZaRTiBOBAoPTu3Vv+9zfffIPq1aujUqVKOH/+PFq2bKmTzZCQEEyaNEn+f3p6ukX1AevKqlWrMHjwYCpOiuDk5IRbt27h22+/Zc1mvXr1LGIMVbly5XDr1i3UrFkTycnJfLujFkKI1mNMlOHv719sbAGlOI8fPy423tDYEYvFaN68OU6cOMHqzubGTIHQvnz5MvLy8oqdL1eunFGIE4ADgVKUihUrws3NDc+fP0fLli3h6elZrDsjPz8fKSkp8PT0VGrD2tra5B58Pvj5558VlkouWbIkFSdKEAqFCAgIYFWk2Nraqnx+zQ1vb2/cvn0bAQEBWu+SbUr4+fnhxIkTkEgk8PLy4tsdrdm7dy+6du2Ka9euGaQ8bXbBNibEYjFatGiB48ePo3379ny7YzBMISLIuUB58+YNkpOT5R/wwMBApKamIioqCrVq1QIAnDt3DjKZDPXq1ePaHbNj7ty5GDJkCADA1dWVChKGFIiUws8hhTne3t4Ke7H4+/sjIyNDZ3sFa0sUhhDC20uvcuXKOHfunEkKkwI8PDw42TNMGU+ePDHpH5FisRgtW7bEf//9h++++443P3766Sc4Oztj4MCBvPlgTGgtUD59+qTQz/vq1SvcuXMHrq6ucHV1xYIFC9C9e3d4enrixYsXmDZtGnx9feV9fF9//TXatWuHYcOG4bfffkNeXh7GjBmD3r17o3Tp0uzVDF8iMxUqVMCrV69YtWsMhISEYNSoUXB2dqaiREcKBs1SkaIbhX+BPXr0CF9//TU+ffqklY3Xr19DKBSq/DUXFxcHQojBFkQrX748Ll26BLFYDA8PD4OUaQ6UK1eumMA0NcRiMVq1aoV///0XHTp04MWHjx8/6iX0zQ5tpysVLAFfNA0YMIB8/vyZtGnThpQqVYqIxWLi4+NDhg0bRhISEhRsJCcnk+DgYGJvb08cHR3JoEGDWF+orSCJxWJtq2hwtm3bxrg+U6ZMIXFxcVrdL4p6pFIpuXnzpl7TA5s1a8Z3NXjn7du3JC4uTp6sra3V3jNtFrTTp220SVxtBsoXzZo14/yePX36lMhkMr6ryhq5ubkkLi6OHDlyxGDPXeG0du1avm+BThjFNONmzZqBEKLy/MmTJzXacHV1tYgBhWwyfvx4TJkyBU5OTvwtO2ymCIVC1KxZE2/fvgXw5Vd7/fr1efbK9CgaAS0YoCqTyZQOutMmYhoXF8f5wPiC6Ik5sX//fnTs2BGRkZGc2H/69Cm++uork4+eFEYsFqNs2bLw8PDA4cOH0bVrV75dsljoXjxGzI8//oi5c+cCABwcHGhXDocIhUL5C9PDwwPXrl2jIkVP2OyyLVOmDGu2lFGuXDlcv34dpUqV4rQcQ+Pm5gaxWMyJ7WfPnsHX19esxElhxGIxvvvuO7x79w5Xr15Fjx49+HbJ4jCOuUQckpeXBx8fH77d0Jphw4Zh2bJl8PLygpeXFxUnBkQkEqF27dqIj4/HlStX+HaHwjFly5ZFVFSU2YmTAo4cOcLqwoRPnjxBfHy8WYuTAsRiMby8vNCpUyfs37+fb3csDrMXKABULgBnDOzfvx8TJkxQODZkyBD88ssvtCuHR0QiETw9PVGvXj1cvHiRb3coHODl5YWEhATcvn0bbm5ufLvDGa6ursVWidWVx48fo3LlyvD09DR7cVIYiUSCzp0746+//uLbFYuCdvHwyMGDBzF06FCFpfsHDRqE1atX04iJkSASicz65WUqCAQCxMfHq5z2K5FIEB0dDR8fH9jZ2TGauScSieRbcJgzXbp0wY0bN/S28+jRI1SpUsWihElhJBIJunbtisTERJw6dQo//PAD3y6ZPVSg8ERYWBgGDRpUbEqZjY0NFScUihJUTfsVi8V4+/Yt3Nzc8P79ewgEAosQHkzZtWsX2rRpg+vXr+t0/cOHD+Hu7o6SJUtarDgpQCKRwN3dHb169VJYeTYsLAzDhw/n0TPzxCK6eHJzczkfZKcN//zzD/r3719MnAwYMADLli3jySuKKipXrmx2sztMEYFAgA8fPhRL8fHx8iiXm5sbFSdFcHJygpWVbr9F79+/j6+//hpubm4WL04KI5FI4ObmJk8DBgzAhw8fsH79er1th4SEYNu2bSx4afpYTATFmPYNycnJKbagVb9+/fDrr7/S6IkRIhKJ4OzsrPJ8/fr16V4tBoKKD+65ffu2fGE8FxcXKkwYIJFIULJkSQwdOhRSqRTjxo3T2VZmZiays7NZ9M50sRiBYiwcO3YMgwYNKnacdu2YJnXr1sWpU6fogGaKyRMVFYUKFSrAycnJaDaLMzUkEglGjBgBQgjGjx/PtzsmDxUoBuT48ePo3bs3MjMzFY4HBwdjzZo1PHlF0cSzZ8/QoEEDpeesrKyoOKGYBY6OjnBxceHbDZNHIpHAzs6ObzfMAouRyTk5ObzvNpuXl1dMnPTu3Rtbt26lD7QRI5VKle6PUbt2bUYrJ1MoFMuif//+SE1NxYoVK/h2xaSxGIECAGlpabyVferUKQQHBxc7LpFIYGtry4NHFH2xsrKi3XIUs+DGjRuoWLEi326YDRKJBE5OThg7dixSU1ORmpqKhQsX8u2WyWFRAoUvzpw5g65du+Lz5898u0KhUCjFcHBwoONOOKBAqDg5OWHatGlIT0/HvHnzNF43adIkbN++3QAeGjf0iTQA+fn5yMrKKna8V69e2LRpEw8eUfSlVq1aOHv2LN9uUCiMOHPmjNrl7r/99lv55o4UbpBIJHBwcMDMmTORkZEhT5MnTy6WNycnB7m5uTx4aVxQgcIjYrEYNjY2fLtB0QGBQEDHDVFMBltbW1y8eBG1atVSev7z58+QyWQG9soykUgksLe3l6fFixcjIyOj2NTk8ePHY+fOnTx5aRxYlEDJzs42+IZg586dU7pdd48ePbB161aD+kLRnufPn6v8UqdQTAlbW1tcvnwZNWrUUHq+evXqiImJMahPlP8JlqK7Tufk5CAvL48nr4wDixIoAIrNouEaqVSKnJycYsetrKxgbW1tUF8o2lOpUiVcvnyZbzcoFFawsbGBSCRSei4rKwuEEAN7RFHH6NGjsXv3br7d4A2LEyhZWVkGi6KcP38enTp1UjjWpUsXfP782eJDd6aCQCAoNsuqRo0aVLRQKBRWCQ0NxZgxYxSO5ebmIj8/nyePmOPs7MyJnxYnUAAoHbDKBTKZTCF60qFDB/z999+wtbVlbftzCrc8f/4cNWvWVDgmEolo9Itisly5cgUBAQF8u0Epglgs1nnPJL7haoaqRQoUQ3Dx4kWF3S6BLy82KkxMi6Iik0IxdaytrXH9+nX4+/sXO+fn54fY2FgevKIAwPLlyzFy5EiFY8OHD8cff/zBk0f8QgUKB1y+fBmtWrVSGODUvn17HDhwgEevKLrw1Vdf4c6dO3y7QaGwikQiQVRUFKpWrapwPDc3l45D4RErK6tiUZT8/HyLnWFlkQIlMzNTvj07FxBCio2+FgqFxUZpU4yf58+fo06dOny7QaGwjkQiUbpTceXKlREXF8eDRxSKIhYpUAAYNGzfpk0bHD582GDlUdhDmdikUMyZ3NxcVKpUCW/evOHbFYtk1apVGDFihMKxwYMHY+/evTx5pB4HBwfOviMtVqB8+vSJ0yhKAa1atcJ///1nsoOfLJ3KlSvj7t27fLtBoXDCnTt34OfnV+w4FeX8IRKJim07IJVKIZVKefJIPVyueGuxAgXg5kMYERGB5s2by/8XCAQq1x2gGD/R0dF0oTaK2UJ/OJkOAwcOxN9//823GwbFogUKFxBCjFbpUrTjxYsX+Prrr01iHQIKhWI+/Prrrxg2bJjCMalUij59+uDgwYM8eWV4LFqgpKenc9rN07x5c5w4cYIz+xTuePXqFapUqaJUbEZFRSEwMJAHrygU9nnw4AEqV65c7Hj58uURHx/Pg0cUoVCodHdpqVRqUTN6LFqgAGD113FkZCQaN26scIxuYW56vH79Gl999ZXaSNi1a9fQqFEjA3pFoXCDSCRSOpuHRoL5ZcOGDRg0aFCx471790ZYWBgPHhke+vZkEUKIRalbc+PNmzewsrJCxYoVGX05X7lypZggpVDMibJlyyIxMZFvNywSoVCIrVu3YuDAgQrHZTIZevTogaNHj/LjWCFKlChBB8lySVpaGifdPE2bNsXZs2dZt0vhhvj4ePj4+GgdQr18+TJEIpFeafz48VizZo38/9mzZ3NYUwqlOI8ePUKlSpWKHZfJZHThNh4RCARKo1vG0i5cR9ksXqAA4CTqoerBohgfiYmJKFOmjM7PgUwm0yutXbsWEydOlP+/ePFivUVP4XTy5Em5ry1atMClS5fYunUUM0EoFNLvKyNl69at+OGHH4od79q1K/777z8ePDIcdI4ZxeL4+PEjSpYsqXCM718jhcsnhLDqT/v27RVsnz9/Xic7sbGxKFu2LADAy8tLHvpPTk6Gi4uL3n5S+OXZs2eoWLEiYmJiFI6XLl0aCQkJcHd358cxC0cgEGDnzp3Iz89XWKzNEoYU0AgKS9y4cQMNGjTg2w3K/5OTkyMfCV80lSxZUi4C2BYDxkjRehatO9NUrlw5+T1MSEiQHy9ZsqTKe60qyWQyWFlZMRpEXnBNwZodUqlUvulmXl6e1mUXTRUqVADwZVq5skXLLAWBQICXL1/Cx8dH4bi5fz5MAYFAgD///BPff/+9wvHOnTvzNlO0RIkSnK/ITgUKixR8kBs1aoTw8HCevTE/tHnp2Nraqn3ZUrRH1f3TRexYWVlBKpWCEKKxLQuukUql8j2tCoSJtbW1zoKrIMXExEAoFOKrr77C06dP9RY8ytKwYcOwefNmpedmzpzJU4sWh3bzGC8CgQD79u1Djx495McIIWjfvj1Onz5tcH8MEb2hAgVfQv6GWPaewpyCPvHCSdsXD8V4UdalxaQdlUWC2PJH3wiTurRlyxaMGDFC6bnQ0NBiz3rhtG7dOq3q8t1337H+wvLw8MCHDx9YtUnRjf379yMoKIhXH0qUKIHs7GzOy6EC5f/R54suKioKdevWZdEby8LKykqpGKFQKMC4cePUCpii6fjx42jTpo3CsatXr/JdDQqHtGnTBufOnTNYeYb6fqYC5f9JSUlBqVKl+HbDoijY7p0uCEWhcEvDhg3lYiUqKkonG6VKlUJKSgrLnlF04dChQ+jUqRPfbnAOFSgUzrG3t1f6S4/umEqhGJ7atWvLP4MPHjxQOFepUiW8fv1a5bUlS5aEQCBAWloa125SNPDPP/+gQ4cO8v9btmyp8ww9Y4VOM6awRqlSpWg/NYViQnzzzTc6Xefs7AwAyMjIgL29PYseUYwde3t7ZGVlGaQsGkFhmQYNGljUQlhlypSR/xqj4oRCsSwcHBzkn39DDJqkKHLs2DG0a9dO/n/z5s3N6v1DBYqe3LlzB7Vr1+bbDc7x8/NT2k3z7t07vl2jUChGgK2tLQQCAad7s1AsCypQCvHhwwd4eHjw7YZRULNmTQUh8vTpU75dolAoJoC1tbXSHzN0Zh43HD9+HK1btzZIWQ4ODsjMzDRIWYCJjkHh8kGXyWRIT09nnP/Tp0/yv2vXro3jx49rdb0x0bJlS9y8eZNvNygUihmibNVgOtiWHfLz8+V/N2nSBKdOnUK9evVYL4fNdy8TWwJigrL2zZs38Pb25tsNCoVCoVAoOhAXFyff20sVJilQZDIZnj59iqpVqyIuLg6Ojo58u2TRpKenw9vbm7aFEUDbwnigbWE80LYwHgghyMjIQOnSpTXuxWWSXTxCoRBlypQBADg6OtIHzkigbWE80LYwHmhbGA+0LYwDJycnRvnoIFkKhUKhUChGBxUoFAqFQqFQjA6TFSjW1taYN28erK2t+XbF4qFtYTzQtjAeaFsYD7QtTBOTHCRLoVAoFArFvDHZCAqFQqFQKBTzhQoUCoVCoVAoRgcVKBQKhUKhUIwOKlAoFAqFQqEYHSYpUNavX4/y5cvDxsYG9erVw/Xr1/l2yey4ePEiOnXqhNKlS0MgEODw4cMK5wkhmDt3Lry8vGBra4tWrVohOjpaIU9KSgr69u0LR0dHODs7Y8iQIQp7F1GYERoaijp16sDBwQHu7u7o2rVrsc0bs7OzMXr0aJQsWRL29vbo3r07EhMTFfLExsaiQ4cOsLOzg7u7O6ZOnaqwhwdFMxs3bkT16tXlC34FBgbi+PHj8vO0HfhjyZIlEAgEmDBhgvwYbQ/TxuQEyl9//YVJkyZh3rx5uHXrFgICAtC2bVskJSXx7ZpZkZmZiYCAAKxfv17p+WXLlmHt2rX47bffEBkZiRIlSqBt27bIzs6W5+nbty8ePnyI06dP49ixY7h48SKGDx9uqCqYDRcuXMDo0aNx7do1nD59Gnl5eWjTpo3CrqITJ07E0aNHsX//fly4cAHv3r1Dt27d5OelUik6dOiA3NxcXL16FTt37sSOHTswd+5cPqpkspQtWxZLlixBVFQUbt68iRYtWqBLly54+PAhANoOfHHjxg1s2rQJ1atXVzhO28PEISZG3bp1yejRo+X/S6VSUrp0aRIaGsqjV+YNABIWFib/XyaTEU9PT7J8+XL5sdTUVGJtbU327t1LCCHk0aNHBAC5ceOGPM/x48eJQCAgb9++NZjv5khSUhIBQC5cuEAI+XLvxWIx2b9/vzzP48ePCQASERFBCCHkv//+I0KhkCQkJMjzbNy4kTg6OpKcnBzDVsDMcHFxIVu2bKHtwBMZGRnkq6++IqdPnyZNmzYl48ePJ4TQz4U5YFIRlNzcXERFRaFVq1byY0KhEK1atUJERASPnlkWr169QkJCgkI7ODk5oV69evJ2iIiIgLOzM2rXri3P06pVKwiFQkRGRhrcZ3OiYIt6V1dXAEBUVBTy8vIU2sPPzw/lypVTaI9vvvkGHh4e8jxt27ZFenq6/Nc/RTukUin27duHzMxMBAYG0nbgidGjR6NDhw4K9x2gnwtzwKQ2C/zw4QOkUqnCwwQAHh4eePLkCU9eWR4JCQkAoLQdCs4lJCTA3d1d4byVlRVcXV3leSjaI5PJMGHCBDRs2BD+/v4AvtxriUQCZ2dnhbxF20NZexWcozDn/v37CAwMRHZ2Nuzt7REWFoaqVavizp07tB0MzL59+3Dr1i3cuHGj2Dn6uTB9TEqgUCiWzujRo/HgwQNcvnyZb1cslipVquDOnTtIS0vDgQMHMGDAAFy4cIFvtyyOuLg4jB8/HqdPn4aNjQ3f7lA4wKS6eNzc3CASiYqNwk5MTISnpydPXlkeBfdaXTt4enoWG7icn5+PlJQU2lY6MmbMGBw7dgzh4eEoW7as/Linpydyc3ORmpqqkL9oeyhrr4JzFOZIJBL4+vqiVq1aCA0NRUBAANasWUPbwcBERUUhKSkJ3377LaysrGBlZYULFy5g7dq1sLKygoeHB20PE8ekBIpEIkGtWrVw9uxZ+TGZTIazZ88iMDCQR88siwoVKsDT01OhHdLT0xEZGSlvh8DAQKSmpiIqKkqe59y5c5DJZKhXr57BfTZlCCEYM2YMwsLCcO7cOVSoUEHhfK1atSAWixXa4+nTp4iNjVVoj/v37yuIxtOnT8PR0RFVq1Y1TEXMFJlMhpycHNoOBqZly5a4f/8+7ty5I0+1a9dG37595X/T9jBx+B6lqy379u0j1tbWZMeOHeTRo0dk+PDhxNnZWWEUNkV/MjIyyO3bt8nt27cJALJy5Upy+/Zt8vr1a0IIIUuWLCHOzs7kyJEj5N69e6RLly6kQoUKJCsrS26jXbt2pGbNmiQyMpJcvnyZfPXVVyQ4OJivKpksI0eOJE5OTuT8+fMkPj5enj5//izP8+OPP5Jy5cqRc+fOkZs3b5LAwEASGBgoP5+fn0/8/f1JmzZtyJ07d8iJEydIqVKlSEhICB9VMllmzJhBLly4QF69ekXu3btHZsyYQQQCATl16hQhhLYD3xSexUMIbQ9Tx+QECiGErFu3jpQrV45IJBJSt25dcu3aNb5dMjvCw8MJgGJpwIABhJAvU43nzJlDPDw8iLW1NWnZsiV5+vSpgo3k5GQSHBxM7O3tiaOjIxk0aBDJyMjgoTamjbJ2AEC2b98uz5OVlUVGjRpFXFxciJ2dHQkKCiLx8fEKdmJiYkj79u2Jra0tcXNzI5MnTyZ5eXkGro1pM3jwYOLj40MkEgkpVaoUadmypVycEELbgW+KChTaHqaNgBBC+IndUCgUCoVCoSjHpMagUCgUCoVCsQyoQKFQKBQKhWJ0UIFCoVAoFArF6KAChUKhUCgUitFBBQqFQqFQKBSjgwoUCoVCoVAoRgcVKBQKhUKhUIwOKlAoFAqFQqEYHVSgUCgUCoVCMTqoQKFQKBQKhWJ0UIFCoVAoFArF6KAChUKhUCgUitHxf2jvlOVTUgCmAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Import necessary libraries\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.image as mpimg\n",
+    "from skimage.color import rgb2gray\n",
+    "from skimage.filters import threshold_otsu\n",
+    "\n",
+    "# Load the points\n",
+    "mypoints = np.load('mypoints.npy')\n",
+    "\n",
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "\n",
+    "# Check if the image has an alpha channel and remove it\n",
+    "if image.shape[-1] == 4:\n",
+    "    image = image[..., :3]\n",
+    "\n",
+    "# Convert the image to grayscale\n",
+    "gray_image = rgb2gray(image)\n",
+    "\n",
+    "# Convert the grayscale image to binary using Otsu's method\n",
+    "threshold = 0.75\n",
+    "binary_image = gray_image > threshold\n",
+    "\n",
+    "# Display the binary image\n",
+    "plt.imshow(binary_image, cmap='gray')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 84,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.segmentation import active_contour\n",
+    "\n",
+    "# Display the image\n",
+    "plt.imshow(image, cmap='gray')\n",
+    "\n",
+    "# Plot the initial points\n",
+    "plt.scatter(mypoints[:, 0], mypoints[:, 1], c='r', marker='o')\n",
+    "\n",
+    "# Fit the active contour model with free boundary condition\n",
+    "snake = active_contour(image, mypoints, alpha=0.1, beta=1.0, w_line=0, w_edge=1, gamma=0.1, max_num_iter=100, boundary_condition='fixed')\n",
+    "\n",
+    "# Plot the fitted curve\n",
+    "plt.plot(snake[:, 0], snake[:, 1], '-b', lw=3)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 101,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.filters import sobel\n",
+    "\n",
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "# Apply the Sobel filter to the image\n",
+    "sobel_image = sobel(image)\n",
+    "\n",
+    "# Display the Sobel filtered image\n",
+    "plt.imshow(sobel_image, cmap='gray')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_imgd659628a28b0413d85903f2a14cd5f24\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_sliderd659628a28b0413d85903f2a14cd5f24\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"animd659628a28b0413d85903f2a14cd5f24.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"animd659628a28b0413d85903f2a14cd5f24.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_selectd659628a28b0413d85903f2a14cd5f24\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_d659628a28b0413d85903f2a14cd5f24\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_d659628a28b0413d85903f2a14cd5f24\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_d659628a28b0413d85903f2a14cd5f24\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_d659628a28b0413d85903f2a14cd5f24\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_d659628a28b0413d85903f2a14cd5f24\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_d659628a28b0413d85903f2a14cd5f24\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_imgd659628a28b0413d85903f2a14cd5f24\";\n",
+       "    var slider_id = \"_anim_sliderd659628a28b0413d85903f2a14cd5f24\";\n",
+       "    var loop_select_id = \"_anim_loop_selectd659628a28b0413d85903f2a14cd5f24\";\n",
+       "    var frames = new Array(19);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
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+       "CEAAgGIEIABAMf8HIYYn8bKhNl8AAAAASUVORK5CYII=\\\n",
+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        animd659628a28b0413d85903f2a14cd5f24 = new Animation(frames, img_id, slider_id, 200.0,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 103,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.segmentation import active_contour\n",
+    "from matplotlib.animation import FuncAnimation\n",
+    "from IPython.display import HTML\n",
+    "from skimage.feature import canny\n",
+    "from skimage.filters import gaussian\n",
+    "\n",
+    "# image = binary_image\n",
+    "\n",
+    "# Load the image\n",
+    "#image = mpimg.imread('slice_60_volQ.png')\n",
+    "#image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "\n",
+    "# Canny edge \n",
+    "smoothed_img = gaussian(image, sigma=3)\n",
+    "image = canny(smoothed_img)\n",
+    "\n",
+    "\n",
+    "mypoints = np.load('mypointsmore.npy')\n",
+    "\n",
+    "mypoints = interpolate_points(mypoints, K=20)\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "ax.imshow(image, cmap='gray')\n",
+    "line, = ax.plot([], [], '-b', lw=3)\n",
+    "\n",
+    "def init():\n",
+    "    line.set_data([], [])\n",
+    "    return line,\n",
+    "\n",
+    "def update(num):\n",
+    "    snake = active_contour(image, mypoints, alpha=0, beta=1, w_edge=1, gamma=0.00001, max_num_iter=num, boundary_condition='fixed')\n",
+    "    line.set_data(snake[:, 0], snake[:, 1])\n",
+    "    return line,\n",
+    "\n",
+    "ani = FuncAnimation(fig, update, frames=range(1, 20), init_func=init, blit=True)\n",
+    "HTML(ani.to_jshtml())\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 94,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_img81f7c0c1200b434380aeb2d32652d0fe\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_slider81f7c0c1200b434380aeb2d32652d0fe\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"anim81f7c0c1200b434380aeb2d32652d0fe.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim81f7c0c1200b434380aeb2d32652d0fe.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select81f7c0c1200b434380aeb2d32652d0fe\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_81f7c0c1200b434380aeb2d32652d0fe\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_81f7c0c1200b434380aeb2d32652d0fe\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_81f7c0c1200b434380aeb2d32652d0fe\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_81f7c0c1200b434380aeb2d32652d0fe\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_81f7c0c1200b434380aeb2d32652d0fe\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_81f7c0c1200b434380aeb2d32652d0fe\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_img81f7c0c1200b434380aeb2d32652d0fe\";\n",
+       "    var slider_id = \"_anim_slider81f7c0c1200b434380aeb2d32652d0fe\";\n",
+       "    var loop_select_id = \"_anim_loop_select81f7c0c1200b434380aeb2d32652d0fe\";\n",
+       "    var frames = new Array(19);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
+       "bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9h\\\n",
+       "AAAPYQGoP6dpAAEAAElEQVR4nOy9Z5hlZ3UlvG6ouqlupa7QObc6SGpFJLVaIklIIGEjSwYZY7CN\\\n",
+       "4xD82TDz2czYZhgHbPN4sA3Yfj7jbDMYj40HE0QSQkIBhUZSq1udc6rqVOHGuun7Uay31tl1m8E2\\\n",
+       "QuHu9Tz1VPetc89581577f2+J9ZqtVpwOBwOh8PhcHQM4s93ARwOh8PhcDgc3184AXQ4HA6Hw+Ho\\\n",
+       "MDgBdDgcDofD4egwOAF0OBwOh8Ph6DA4AXQ4HA6Hw+HoMDgBdDgcDofD4egwOAF0OBwOh8Ph6DA4\\\n",
+       "AXQ4HA6Hw+HoMDgBdDgcDofD4egwOAF0OBwOh8Ph6DA4AXQ4HA6Hw+HoMDgBdDgcDofD4egwOAF0\\\n",
+       "OBwOh8Ph6DA4AXQ4HA6Hw+HoMDgBdDgcDofD4egwOAF0OBwOh8Ph6DA4AXQ4HA6Hw+HoMDgBdDgc\\\n",
+       "DofD4egwOAF0OBwOh8Ph6DA4AXQ4HA6Hw+HoMDgBdDgcDofD4egwOAF0OBwOh8Ph6DA4AXQ4HA6H\\\n",
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+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        anim81f7c0c1200b434380aeb2d32652d0fe = new Animation(frames, img_id, slider_id, 200.0,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 94,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.segmentation import active_contour\n",
+    "from matplotlib.animation import FuncAnimation\n",
+    "from IPython.display import HTML\n",
+    "\n",
+    "# Load the image\n",
+    "image = mpimg.imread('slice_60_volQ.png')\n",
+    "image = image[:, :, 0]  # remove unnecessary coordinates\n",
+    "\n",
+    "mypoints = np.load('mypointsmore.npy')\n",
+    "mypoints = interpolate_points(mypoints, K=20)\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "ax.imshow(image, cmap='gray')\n",
+    "line, = ax.plot([], [], '-b', lw=3)\n",
+    "\n",
+    "def init():\n",
+    "    line.set_data([], [])\n",
+    "    return line,\n",
+    "\n",
+    "def update(num):\n",
+    "    snake = active_contour(image, mypoints, alpha=0.05, beta=1, w_edge=1, gamma=0.0001, max_num_iter=num, boundary_condition='fixed')\n",
+    "    line.set_data(snake[:, 0], snake[:, 1])\n",
+    "    return line,\n",
+    "\n",
+    "ani = FuncAnimation(fig, update, frames=range(1, 20), init_func=init, blit=True)\n",
+    "HTML(ani.to_jshtml())\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Test on simple image"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Load the simple image\n",
+    "simple_image = mpimg.imread('simple_image.png')\n",
+    "simple_image = simple_image[:, :, 0]  # remove unnecessary coordinates\n",
+    "user_points = [[100, 200], [300, 100],[500,100], [600, 160],[630, 350], [640, 430],[690, 450], [750,500]]\n",
+    "# Convert the list of points to a numpy array\n",
+    "user_points = np.array(user_points)\n",
+    "\n",
+    "# Display the simple image with the selected points\n",
+    "plt.imshow(simple_image, cmap='gray')\n",
+    "if user_points.size > 0:\n",
+    "    plt.scatter(user_points[:, 0], user_points[:, 1], c='r', marker='o')\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from scipy.interpolate import interp1d\n",
+    "\n",
+    "user_points = np.array([[100, 200], [300, 100], [500, 100], [600, 160], [630, 350], [640, 430], [690, 450], [750, 500]])\n",
+    "\n",
+    "def interpolate_user_points(user_points, min_points=1, max_points=5):\n",
+    "    new_points = []\n",
+    "    for i in range(len(user_points) - 1):\n",
+    "        start_point = user_points[i]\n",
+    "        end_point = user_points[i + 1]\n",
+    "        distance = np.linalg.norm(end_point - start_point)\n",
+    "        num_points = int(np.clip(distance / 10, min_points, max_points))\n",
+    "        \n",
+    "        x = np.linspace(start_point[0], end_point[0], num_points)\n",
+    "        y = np.linspace(start_point[1], end_point[1], num_points)\n",
+    "        \n",
+    "        new_points.extend(np.vstack((x, y)).T)\n",
+    "    \n",
+    "    return np.array(new_points)\n",
+    "\n",
+    "# Interpolate the user points\n",
+    "interpolated_user_points = interpolate_user_points(user_points)\n",
+    "\n",
+    "# Display the simple image with the interpolated points\n",
+    "plt.imshow(simple_image, cmap='gray')\n",
+    "if interpolated_user_points.size > 0:\n",
+    "    plt.scatter(interpolated_user_points[:, 0], interpolated_user_points[:, 1], c='r', marker='o')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn [25], line 32\u001b[0m\n\u001b[0;32m     29\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m line,\n\u001b[0;32m     31\u001b[0m ani \u001b[38;5;241m=\u001b[39m FuncAnimation(fig, update, frames\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m300\u001b[39m), init_func\u001b[38;5;241m=\u001b[39minit, blit\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m---> 32\u001b[0m HTML(ani\u001b[38;5;241m.\u001b[39mto_jshtml())\n",
+      "File \u001b[1;32mc:\\Users\\Christian\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\matplotlib\\animation.py:1329\u001b[0m, in \u001b[0;36mAnimation.to_jshtml\u001b[1;34m(self, fps, embed_frames, default_mode)\u001b[0m\n\u001b[0;32m   1325\u001b[0m         path \u001b[38;5;241m=\u001b[39m Path(tmpdir, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtemp.html\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m   1326\u001b[0m         writer \u001b[38;5;241m=\u001b[39m HTMLWriter(fps\u001b[38;5;241m=\u001b[39mfps,\n\u001b[0;32m   1327\u001b[0m                             embed_frames\u001b[38;5;241m=\u001b[39membed_frames,\n\u001b[0;32m   1328\u001b[0m                             default_mode\u001b[38;5;241m=\u001b[39mdefault_mode)\n\u001b[1;32m-> 1329\u001b[0m         \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msave\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mwriter\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mwriter\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1330\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_html_representation \u001b[38;5;241m=\u001b[39m path\u001b[38;5;241m.\u001b[39mread_text()\n\u001b[0;32m   1332\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_html_representation\n",
+      "File \u001b[1;32mc:\\Users\\Christian\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\matplotlib\\animation.py:1081\u001b[0m, in \u001b[0;36mAnimation.save\u001b[1;34m(self, filename, writer, fps, dpi, codec, bitrate, extra_args, metadata, extra_anim, savefig_kwargs, progress_callback)\u001b[0m\n\u001b[0;32m   1078\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m data \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(\u001b[38;5;241m*\u001b[39m[a\u001b[38;5;241m.\u001b[39mnew_saved_frame_seq() \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m all_anim]):\n\u001b[0;32m   1079\u001b[0m     \u001b[38;5;28;01mfor\u001b[39;00m anim, d \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(all_anim, data):\n\u001b[0;32m   1080\u001b[0m         \u001b[38;5;66;03m# TODO: See if turning off blit is really necessary\u001b[39;00m\n\u001b[1;32m-> 1081\u001b[0m         \u001b[43manim\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_draw_next_frame\u001b[49m\u001b[43m(\u001b[49m\u001b[43md\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mblit\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m   1082\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m progress_callback \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m   1083\u001b[0m             progress_callback(frame_number, total_frames)\n",
+      "File \u001b[1;32mc:\\Users\\Christian\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\matplotlib\\animation.py:1116\u001b[0m, in \u001b[0;36mAnimation._draw_next_frame\u001b[1;34m(self, framedata, blit)\u001b[0m\n\u001b[0;32m   1112\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_draw_next_frame\u001b[39m(\u001b[38;5;28mself\u001b[39m, framedata, blit):\n\u001b[0;32m   1113\u001b[0m     \u001b[38;5;66;03m# Breaks down the drawing of the next frame into steps of pre- and\u001b[39;00m\n\u001b[0;32m   1114\u001b[0m     \u001b[38;5;66;03m# post- draw, as well as the drawing of the frame itself.\u001b[39;00m\n\u001b[0;32m   1115\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pre_draw(framedata, blit)\n\u001b[1;32m-> 1116\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_draw_frame\u001b[49m\u001b[43m(\u001b[49m\u001b[43mframedata\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1117\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_post_draw(framedata, blit)\n",
+      "File \u001b[1;32mc:\\Users\\Christian\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\matplotlib\\animation.py:1728\u001b[0m, in \u001b[0;36mFuncAnimation._draw_frame\u001b[1;34m(self, framedata)\u001b[0m\n\u001b[0;32m   1724\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_save_seq \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_save_seq[\u001b[38;5;241m-\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msave_count:]\n\u001b[0;32m   1726\u001b[0m \u001b[38;5;66;03m# Call the func with framedata and args. If blitting is desired,\u001b[39;00m\n\u001b[0;32m   1727\u001b[0m \u001b[38;5;66;03m# func needs to return a sequence of any artists that were modified.\u001b[39;00m\n\u001b[1;32m-> 1728\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_drawn_artists \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_func\u001b[49m\u001b[43m(\u001b[49m\u001b[43mframedata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_args\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1730\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_blit:\n\u001b[0;32m   1732\u001b[0m     err \u001b[38;5;241m=\u001b[39m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mThe animation function must return a sequence \u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m   1733\u001b[0m                        \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mof Artist objects.\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
+      "Cell \u001b[1;32mIn [25], line 27\u001b[0m, in \u001b[0;36mupdate\u001b[1;34m(num)\u001b[0m\n\u001b[0;32m     26\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mupdate\u001b[39m(num):\n\u001b[1;32m---> 27\u001b[0m     snake \u001b[38;5;241m=\u001b[39m \u001b[43mactive_contour\u001b[49m\u001b[43m(\u001b[49m\u001b[43mimage\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmypoints\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43malpha\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.01\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbeta\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mw_edge\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mgamma\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmax_num_iter\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnum\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mboundary_condition\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mfixed\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m     28\u001b[0m     line\u001b[38;5;241m.\u001b[39mset_data(snake[:, \u001b[38;5;241m0\u001b[39m], snake[:, \u001b[38;5;241m1\u001b[39m])\n\u001b[0;32m     29\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m line,\n",
+      "File \u001b[1;32mc:\\Users\\Christian\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\skimage\\segmentation\\active_contour_model.py:208\u001b[0m, in \u001b[0;36mactive_contour\u001b[1;34m(image, snake, alpha, beta, w_line, w_edge, gamma, max_px_move, max_num_iter, convergence, boundary_condition)\u001b[0m\n\u001b[0;32m    205\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(max_num_iter):\n\u001b[0;32m    206\u001b[0m     \u001b[38;5;66;03m# RectBivariateSpline always returns float64, so call astype here\u001b[39;00m\n\u001b[0;32m    207\u001b[0m     fx \u001b[38;5;241m=\u001b[39m intp(x, y, dx\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m, grid\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\u001b[38;5;241m.\u001b[39mastype(float_dtype, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[1;32m--> 208\u001b[0m     fy \u001b[38;5;241m=\u001b[39m \u001b[43mintp\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mgrid\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mastype(float_dtype, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[0;32m    210\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m sfixed:\n\u001b[0;32m    211\u001b[0m         fx[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n",
+      "File \u001b[1;32mc:\\Users\\Christian\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\scipy\\interpolate\\_fitpack2.py:999\u001b[0m, in \u001b[0;36m_BivariateSplineBase.__call__\u001b[1;34m(self, x, y, dx, dy, grid)\u001b[0m\n\u001b[0;32m    996\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m np\u001b[38;5;241m.\u001b[39mzeros(shape, dtype\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtck[\u001b[38;5;241m2\u001b[39m]\u001b[38;5;241m.\u001b[39mdtype)\n\u001b[0;32m    998\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m dx \u001b[38;5;129;01mor\u001b[39;00m dy:\n\u001b[1;32m--> 999\u001b[0m     z, ier \u001b[38;5;241m=\u001b[39m \u001b[43mdfitpack\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpardeu\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mty\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mky\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdy\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1000\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m ier \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m   1001\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mError code returned by pardeu: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m ier)\n",
+      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from skimage.segmentation import active_contour\n",
+    "from matplotlib.animation import FuncAnimation\n",
+    "from IPython.display import HTML\n",
+    "from skimage.feature import canny\n",
+    "from skimage.filters import gaussian\n",
+    "\n",
+    "# image = binary_image\n",
+    "\n",
+    "# Load the image\n",
+    "#image = mpimg.imread('slice_60_volQ.png')\n",
+    "#image = image[:, :, 0] # remove unnecessary coordinates\n",
+    "\n",
+    "# Canny edge \n",
+    "image = simple_image\n",
+    "\n",
+    "mypoints = interpolated_user_points\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "ax.imshow(image, cmap='gray')\n",
+    "line, = ax.plot([], [], '-b', lw=3)\n",
+    "\n",
+    "def init():\n",
+    "    line.set_data([], [])\n",
+    "    return line,\n",
+    "\n",
+    "def update(num):\n",
+    "    snake = active_contour(image, mypoints, alpha=0.01, beta=2, w_edge=1, gamma=0.1, max_num_iter=num, boundary_condition='fixed')\n",
+    "    line.set_data(snake[:, 0], snake[:, 1])\n",
+    "    return line,\n",
+    "\n",
+    "ani = FuncAnimation(fig, update, frames=range(1, 300), init_func=init, blit=True)\n",
+    "HTML(ani.to_jshtml())\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Fit the active contour model with free boundary condition\n",
+    "snake = active_contour(image, mypoints, alpha=0, beta=10, w_edge=1, gamma=0.1, max_num_iter=100, boundary_condition='fixed')\n",
+    "\n",
+    "# Display the image\n",
+    "plt.imshow(image, cmap='gray')\n",
+    "\n",
+    "# Plot the fitted curve\n",
+    "plt.plot(snake[:, 0], snake[:, 1], '-b', lw=3)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## DIFFERENT LOAD (IO)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import skimage.io as io\n",
+    "from skimage.color import rgb2gray\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "simple_image = io.imread('simple_image.png')\n",
+    "\n",
+    "simple_image = simple_image[:,:,:3]\n",
+    "\n",
+    "image = rgb2gray(simple_image)\n",
+    "\n",
+    "\n",
+    "simple_points = np.load('simple_points.npy')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def interpolate_user_points(user_points, min_points=1, max_points=5):\n",
+    "    new_points = []\n",
+    "    for i in range(len(user_points) - 1):\n",
+    "        start_point = user_points[i]\n",
+    "        end_point = user_points[i + 1]\n",
+    "        distance = np.linalg.norm(end_point - start_point)\n",
+    "        num_points = int(np.clip(distance / 10, min_points, max_points))\n",
+    "        \n",
+    "        x = np.linspace(start_point[0], end_point[0], num_points)\n",
+    "        y = np.linspace(start_point[1], end_point[1], num_points)\n",
+    "        \n",
+    "        new_points.extend(np.vstack((x, y)).T)\n",
+    "    \n",
+    "    return np.array(new_points)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "points = interpolate_user_points(simple_points, min_points=5, max_points=20)\n",
+    "\n",
+    "plt.imshow(simple_image, cmap='gray')\n",
+    "plt.plot(points[:, 0], points[:, 1], 'r-')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "from scipy.interpolate import RectBivariateSpline\n",
+    "from skimage._shared.utils import _supported_float_type\n",
+    "from skimage.util import img_as_float\n",
+    "from skimage.filters import sobel\n",
+    "\n",
+    "\n",
+    "def active_contour(\n",
+    "    image,\n",
+    "    snake,\n",
+    "    alpha=0.01,\n",
+    "    beta=0.1,\n",
+    "    w_line=0,\n",
+    "    w_edge=1,\n",
+    "    gamma=0.01,\n",
+    "    max_px_move=1.0,\n",
+    "    max_num_iter=2500,\n",
+    "    convergence=0.1,\n",
+    "    *,\n",
+    "    boundary_condition='periodic',\n",
+    "):\n",
+    "    \"\"\"Active contour model.\n",
+    "\n",
+    "    Active contours by fitting snakes to features of images. Supports single\n",
+    "    and multichannel 2D images. Snakes can be periodic (for segmentation) or\n",
+    "    have fixed and/or free ends.\n",
+    "    The output snake has the same length as the input boundary.\n",
+    "    As the number of points is constant, make sure that the initial snake\n",
+    "    has enough points to capture the details of the final contour.\n",
+    "\n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    image : (M, N) or (M, N, 3) ndarray\n",
+    "        Input image.\n",
+    "    snake : (K, 2) ndarray\n",
+    "        Initial snake coordinates. For periodic boundary conditions, endpoints\n",
+    "        must not be duplicated.\n",
+    "    alpha : float, optional\n",
+    "        Snake length shape parameter. Higher values makes snake contract\n",
+    "        faster.\n",
+    "    beta : float, optional\n",
+    "        Snake smoothness shape parameter. Higher values makes snake smoother.\n",
+    "    w_line : float, optional\n",
+    "        Controls attraction to brightness. Use negative values to attract\n",
+    "        toward dark regions.\n",
+    "    w_edge : float, optional\n",
+    "        Controls attraction to edges. Use negative values to repel snake from\n",
+    "        edges.\n",
+    "    gamma : float, optional\n",
+    "        Explicit time stepping parameter.\n",
+    "    max_px_move : float, optional\n",
+    "        Maximum pixel distance to move per iteration.\n",
+    "    max_num_iter : int, optional\n",
+    "        Maximum iterations to optimize snake shape.\n",
+    "    convergence : float, optional\n",
+    "        Convergence criteria.\n",
+    "    boundary_condition : string, optional\n",
+    "        Boundary conditions for the contour. Can be one of 'periodic',\n",
+    "        'free', 'fixed', 'free-fixed', or 'fixed-free'. 'periodic' attaches\n",
+    "        the two ends of the snake, 'fixed' holds the end-points in place,\n",
+    "        and 'free' allows free movement of the ends. 'fixed' and 'free' can\n",
+    "        be combined by parsing 'fixed-free', 'free-fixed'. Parsing\n",
+    "        'fixed-fixed' or 'free-free' yields same behaviour as 'fixed' and\n",
+    "        'free', respectively.\n",
+    "\n",
+    "    Returns\n",
+    "    -------\n",
+    "    snake : (K, 2) ndarray\n",
+    "        Optimised snake, same shape as input parameter.\n",
+    "\n",
+    "    References\n",
+    "    ----------\n",
+    "    .. [1]  Kass, M.; Witkin, A.; Terzopoulos, D. \"Snakes: Active contour\n",
+    "            models\". International Journal of Computer Vision 1 (4): 321\n",
+    "            (1988). :DOI:`10.1007/BF00133570`\n",
+    "\n",
+    "    Examples\n",
+    "    --------\n",
+    "    >>> from skimage.draw import circle_perimeter\n",
+    "    >>> from skimage.filters import gaussian\n",
+    "\n",
+    "    Create and smooth image:\n",
+    "\n",
+    "    >>> img = np.zeros((100, 100))\n",
+    "    >>> rr, cc = circle_perimeter(35, 45, 25)\n",
+    "    >>> img[rr, cc] = 1\n",
+    "    >>> img = gaussian(img, sigma=2, preserve_range=False)\n",
+    "\n",
+    "    Initialize spline:\n",
+    "\n",
+    "    >>> s = np.linspace(0, 2*np.pi, 100)\n",
+    "    >>> init = 50 * np.array([np.sin(s), np.cos(s)]).T + 50\n",
+    "\n",
+    "    Fit spline to image:\n",
+    "\n",
+    "    >>> snake = active_contour(img, init, w_edge=0, w_line=1)  # doctest: +SKIP\n",
+    "    >>> dist = np.sqrt((45-snake[:, 0])**2 + (35-snake[:, 1])**2)  # doctest: +SKIP\n",
+    "    >>> int(np.mean(dist))  # doctest: +SKIP\n",
+    "    25\n",
+    "\n",
+    "    \"\"\"\n",
+    "    max_num_iter = int(max_num_iter)\n",
+    "    if max_num_iter <= 0:\n",
+    "        raise ValueError(\"max_num_iter should be >0.\")\n",
+    "    convergence_order = 10\n",
+    "    valid_bcs = [\n",
+    "        'periodic',\n",
+    "        'free',\n",
+    "        'fixed',\n",
+    "        'free-fixed',\n",
+    "        'fixed-free',\n",
+    "        'fixed-fixed',\n",
+    "        'free-free',\n",
+    "    ]\n",
+    "    if boundary_condition not in valid_bcs:\n",
+    "        raise ValueError(\n",
+    "            \"Invalid boundary condition.\\n\"\n",
+    "            + \"Should be one of: \"\n",
+    "            + \", \".join(valid_bcs)\n",
+    "            + '.'\n",
+    "        )\n",
+    "\n",
+    "    img = img_as_float(image)\n",
+    "    float_dtype = _supported_float_type(image.dtype)\n",
+    "    img = img.astype(float_dtype, copy=False)\n",
+    "\n",
+    "    RGB = img.ndim == 3\n",
+    "\n",
+    "    # Find edges using sobel:\n",
+    "    if w_edge != 0:\n",
+    "        if RGB:\n",
+    "            edge = [sobel(img[:, :, 0]), sobel(img[:, :, 1]), sobel(img[:, :, 2])]\n",
+    "        else:\n",
+    "            edge = [sobel(img)]\n",
+    "    else:\n",
+    "        edge = [0]\n",
+    "\n",
+    "    # Superimpose intensity and edge images:\n",
+    "    if RGB:\n",
+    "        img = w_line * np.sum(img, axis=2) + w_edge * sum(edge)\n",
+    "    else:\n",
+    "        img = w_line * img + w_edge * edge[0]\n",
+    "\n",
+    "    # Interpolate for smoothness:\n",
+    "    intp = RectBivariateSpline(\n",
+    "        np.arange(img.shape[1]), np.arange(img.shape[0]), img.T, kx=2, ky=2, s=0\n",
+    "    )\n",
+    "\n",
+    "    snake_xy = snake[:, ::-1]\n",
+    "    x = snake_xy[:, 0].astype(float_dtype)\n",
+    "    y = snake_xy[:, 1].astype(float_dtype)\n",
+    "    n = len(x)\n",
+    "    xsave = np.empty((convergence_order, n), dtype=float_dtype)\n",
+    "    ysave = np.empty((convergence_order, n), dtype=float_dtype)\n",
+    "\n",
+    "    # Build snake shape matrix for Euler equation in double precision\n",
+    "    eye_n = np.eye(n, dtype=float)\n",
+    "    a = (\n",
+    "        np.roll(eye_n, -1, axis=0) + np.roll(eye_n, -1, axis=1) - 2 * eye_n\n",
+    "    )  # second order derivative, central difference\n",
+    "    b = (\n",
+    "        np.roll(eye_n, -2, axis=0)\n",
+    "        + np.roll(eye_n, -2, axis=1)\n",
+    "        - 4 * np.roll(eye_n, -1, axis=0)\n",
+    "        - 4 * np.roll(eye_n, -1, axis=1)\n",
+    "        + 6 * eye_n\n",
+    "    )  # fourth order derivative, central difference\n",
+    "    A = -alpha * a + beta * b\n",
+    "\n",
+    "    # Impose boundary conditions different from periodic:\n",
+    "    sfixed = False\n",
+    "    if boundary_condition.startswith('fixed'):\n",
+    "        A[0, :] = 0\n",
+    "        A[1, :] = 0\n",
+    "        A[1, :3] = [1, -2, 1]\n",
+    "        sfixed = True\n",
+    "    efixed = False\n",
+    "    if boundary_condition.endswith('fixed'):\n",
+    "        A[-1, :] = 0\n",
+    "        A[-2, :] = 0\n",
+    "        A[-2, -3:] = [1, -2, 1]\n",
+    "        efixed = True\n",
+    "    sfree = False\n",
+    "    if boundary_condition.startswith('free'):\n",
+    "        A[0, :] = 0\n",
+    "        A[0, :3] = [1, -2, 1]\n",
+    "        A[1, :] = 0\n",
+    "        A[1, :4] = [-1, 3, -3, 1]\n",
+    "        sfree = True\n",
+    "    efree = False\n",
+    "    if boundary_condition.endswith('free'):\n",
+    "        A[-1, :] = 0\n",
+    "        A[-1, -3:] = [1, -2, 1]\n",
+    "        A[-2, :] = 0\n",
+    "        A[-2, -4:] = [-1, 3, -3, 1]\n",
+    "        efree = True\n",
+    "\n",
+    "    # Only one inversion is needed for implicit spline energy minimization:\n",
+    "    inv = np.linalg.inv(A + gamma * eye_n)\n",
+    "    # can use float_dtype once we have computed the inverse in double precision\n",
+    "    inv = inv.astype(float_dtype, copy=False)\n",
+    "\n",
+    "    ####### OURS #######\n",
+    "    energies = np.zeros((max_num_iter, 3), dtype=float_dtype)\n",
+    "\n",
+    "\n",
+    "    # Explicit time stepping for image energy minimization:\n",
+    "    for i in range(max_num_iter):\n",
+    "        # RectBivariateSpline always returns float64, so call astype here\n",
+    "        fx = intp(x, y, dx=1, grid=False).astype(float_dtype, copy=False)\n",
+    "        fy = intp(x, y, dy=1, grid=False).astype(float_dtype, copy=False)\n",
+    "\n",
+    "        if sfixed:\n",
+    "            fx[0] = 0\n",
+    "            fy[0] = 0\n",
+    "        if efixed:\n",
+    "            fx[-1] = 0\n",
+    "            fy[-1] = 0\n",
+    "        if sfree:\n",
+    "            fx[0] *= 2\n",
+    "            fy[0] *= 2\n",
+    "        if efree:\n",
+    "            fx[-1] *= 2\n",
+    "            fy[-1] *= 2\n",
+    "        xn = inv @ (gamma * x + fx)\n",
+    "        yn = inv @ (gamma * y + fy)\n",
+    "\n",
+    "        # Movements are capped to max_px_move per iteration:\n",
+    "        dx = max_px_move * np.tanh(xn - x)\n",
+    "        dy = max_px_move * np.tanh(yn - y)\n",
+    "        if sfixed:\n",
+    "            dx[0] = 0\n",
+    "            dy[0] = 0\n",
+    "        if efixed:\n",
+    "            dx[-1] = 0\n",
+    "            dy[-1] = 0\n",
+    "        x += dx\n",
+    "        y += dy\n",
+    "\n",
+    "\n",
+    "        ######## OURS #######\n",
+    "        shape_energy = x @ (A @ x) + y @ (A @ y)\n",
+    "        image_energy = np.sum(intp(x, y, grid=False))\n",
+    "        total_energy = shape_energy + image_energy\n",
+    "\n",
+    "        energies[i, 0] = shape_energy\n",
+    "        energies[i, 1] = image_energy\n",
+    "        energies[i, 2] = total_energy\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "        # Convergence criteria needs to compare to a number of previous\n",
+    "        # configurations since oscillations can occur.\n",
+    "        j = i % (convergence_order + 1)\n",
+    "        if j < convergence_order:\n",
+    "            xsave[j, :] = x\n",
+    "            ysave[j, :] = y\n",
+    "        else:\n",
+    "            dist = np.min(\n",
+    "                np.max(np.abs(xsave - x[None, :]) + np.abs(ysave - y[None, :]), 1)\n",
+    "            )\n",
+    "            if dist < convergence:\n",
+    "                break\n",
+    "\n",
+    "    energies = energies[: i + 1]\n",
+    "\n",
+    "    return np.stack([y, x], axis=1), energies"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_img6e0cd30e1db1416b9c8824011a68bb6e\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_slider6e0cd30e1db1416b9c8824011a68bb6e\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"anim6e0cd30e1db1416b9c8824011a68bb6e.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim6e0cd30e1db1416b9c8824011a68bb6e.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select6e0cd30e1db1416b9c8824011a68bb6e\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_6e0cd30e1db1416b9c8824011a68bb6e\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_6e0cd30e1db1416b9c8824011a68bb6e\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_6e0cd30e1db1416b9c8824011a68bb6e\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_6e0cd30e1db1416b9c8824011a68bb6e\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_6e0cd30e1db1416b9c8824011a68bb6e\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_6e0cd30e1db1416b9c8824011a68bb6e\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_img6e0cd30e1db1416b9c8824011a68bb6e\";\n",
+       "    var slider_id = \"_anim_slider6e0cd30e1db1416b9c8824011a68bb6e\";\n",
+       "    var loop_select_id = \"_anim_loop_select6e0cd30e1db1416b9c8824011a68bb6e\";\n",
+       "    var frames = new Array(49);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
+       "bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9h\\\n",
+       "AAAPYQGoP6dpAABgUklEQVR4nO3dd3hUxcIG8Hd76qYnm0ASIJTQq4Yg2IgiYkG4CIiKio0mRb2I\\\n",
+       "Ba/lGi56bfcCtovYEMRPRBRBioBKABMIhBZ6QiCFAOnJJtmd74/jbnKyG2ra7nl/z7NP2JnZzRyz\\\n",
+       "5ryZc2ZGJYQQICIiIiLFUDd3B4iIiIioaTEAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAA\\\n",
+       "EhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGR\\\n",
+       "wjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyAR\\\n",
+       "ERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkM\\\n",
+       "AyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhERESkMAyARERGRwjAAEhER\\\n",
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+       "KQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAAS\\\n",
+       "ERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHCMAASERERKQwDIBEREZHC\\\n",
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+       "NzdXVp6bm2uvM5lMyMvLk9VXV1fj3Llz9jbOzJ49G4WFhfbHyZMnG7j3RERERI3HbQNg27ZtYTKZ\\\n",
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+       "korhAAAAAElFTkSuQmCC\\\n",
+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        anim6e0cd30e1db1416b9c8824011a68bb6e = new Animation(frames, img_id, slider_id, 200.0,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from matplotlib.animation import FuncAnimation\n",
+    "from IPython.display import HTML\n",
+    "\n",
+    "mypoints = points\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "ax.imshow(image, cmap='gray')\n",
+    "line, = ax.plot([], [], '-b', lw=3)\n",
+    "\n",
+    "def init():\n",
+    "    line.set_data([], [])\n",
+    "    return line,\n",
+    "\n",
+    "def update(num):\n",
+    "    snake, energies = active_contour(image, mypoints, alpha=0.01, beta=5, w_line=-5, gamma=0.1, max_num_iter=num, boundary_condition='fixed')\n",
+    "    line.set_data(snake[:, 0], snake[:, 1])\n",
+    "    return line,\n",
+    "\n",
+    "ani = FuncAnimation(fig, update, frames=range(1, 50), init_func=init, blit=True)\n",
+    "HTML(ani.to_jshtml())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot_energies(energies):\n",
+    "    \"\"\"\n",
+    "    Plot the shape, image, and total energies over the iterations.\n",
+    "    \n",
+    "    Parameters\n",
+    "    ----------\n",
+    "    energies : (num_iterations, 3) ndarray\n",
+    "        2D array where\n",
+    "        - energies[:, 0] = shape_energy\n",
+    "        - energies[:, 1] = image_energy\n",
+    "        - energies[:, 2] = total_energy\n",
+    "    \"\"\"\n",
+    "    plt.figure(figsize=(8, 6))\n",
+    "    plt.plot(energies[:, 0], label='Shape Energy')\n",
+    "    plt.plot(energies[:, 1], label='Image Energy')\n",
+    "    plt.plot(energies[:, 2], label='Total Energy')\n",
+    "\n",
+    "    plt.xlabel('Iteration')\n",
+    "    plt.ylabel('Energy')\n",
+    "    plt.title('Evolution of Energies')\n",
+    "    plt.legend()\n",
+    "    plt.grid(True)\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "snake, energies = active_contour(image, mypoints, alpha=0.01, beta=5, w_line=-5, gamma=0.1, max_num_iter=50, boundary_condition='fixed')\n",
+    "plot_energies(energies)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## SURROUNDING"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "surround_points = np.load('surround_simple.npy')\n",
+    "\n",
+    "points = interpolate_user_points(surround_points, min_points=25, max_points=30)\n",
+    "\n",
+    "plt.imshow(simple_image, cmap='gray')\n",
+    "plt.plot(points[:, 0], points[:, 1], 'r-')\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "snake, energies = active_contour(image, mypoints, alpha=0.015, beta=10, gamma=0.001, boundary_condition='free')\n",
+    "\n",
+    "# show snake on image\n",
+    "\n",
+    "plt.imshow(image, cmap='gray')\n",
+    "plt.plot(snake[:, 1], snake[:, 0], 'r-')\n",
+    "plt.show()z"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_img34261e8b87184e8a94019208007601d1\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_slider34261e8b87184e8a94019208007601d1\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"anim34261e8b87184e8a94019208007601d1.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim34261e8b87184e8a94019208007601d1.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim34261e8b87184e8a94019208007601d1.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim34261e8b87184e8a94019208007601d1.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim34261e8b87184e8a94019208007601d1.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim34261e8b87184e8a94019208007601d1.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim34261e8b87184e8a94019208007601d1.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim34261e8b87184e8a94019208007601d1.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim34261e8b87184e8a94019208007601d1.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim34261e8b87184e8a94019208007601d1.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select34261e8b87184e8a94019208007601d1\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_34261e8b87184e8a94019208007601d1\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_34261e8b87184e8a94019208007601d1\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_34261e8b87184e8a94019208007601d1\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_34261e8b87184e8a94019208007601d1\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_34261e8b87184e8a94019208007601d1\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_34261e8b87184e8a94019208007601d1\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_img34261e8b87184e8a94019208007601d1\";\n",
+       "    var slider_id = \"_anim_slider34261e8b87184e8a94019208007601d1\";\n",
+       "    var loop_select_id = \"_anim_loop_select34261e8b87184e8a94019208007601d1\";\n",
+       "    var frames = new Array(49);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
+       "bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9h\\\n",
+       "AAAPYQGoP6dpAAB9IElEQVR4nO3dd3hTZRsG8DujTVtK96LQsmkpe0ipgghUEHGCKEPE/YGAAoKI\\\n",
+       "Irhx4BZBXLhRVAQRUTYoy5ZVVtmFQifQ3aZtcr4/Xps2TQqlTXOSnPt3Xbk05z1NnwMh58k7nlcl\\\n",
+       "SZIEIiIiIlIMtdwBEBEREZF9MQEkIiIiUhgmgEREREQKwwSQiIiISGGYABIREREpDBNAIiIiIoVh\\\n",
+       "AkhERESkMEwAiYiIiBSGCSARERGRwjABJCIiIlIYJoBERERECsMEkIiIiEhhmAASERERKQwTQCIi\\\n",
+       "IiKFYQJIREREpDBMAImIiIgUhgkgERERkcIwASQiIiJSGCaARERERArDBJCIiIhIYZgAEhERESkM\\\n",
+       "E0AiIiIihWECSERERKQwTACJiIiIFIYJIBEREZHCMAEkIiIiUhgmgEREREQKwwSQiIiISGGYABIR\\\n",
+       "EREpDBNAIiIiIoVhAkhERESkMEwAiYiIiBSGCSARERGRwjABJCIiIlIYJoBERERECsMEkIiIiEhh\\\n",
+       "mAASERERKQwTQCIiIiKFYQJIREREpDBMAImIiIgUhgkgERERkcIwASQiIiJSGCaARERERArDBJCI\\\n",
+       "iIhIYZgAEhERESkME0AiIiIihWECSERERKQwTACJiIiIFIYJIBEREZHCMAEkIiIiUhgmgEREREQK\\\n",
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+       "unTB4MGDkZmZKXdoRERERDankiRJkjsIucXGxuKaa67Bhx9+CAAwGo2IiIjA5MmT8fTTT8scHRER\\\n",
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+       "XnhB7jCIiIioDs6ePYtmzZrJHYasFJ8ABgUFQaPRICMjw+x4RkYGwsLCrP7MrFmzMG3aNNPz3Nxc\\\n",
+       "REZG4uzZs/Dx8WnQeImIiKhu8vLyEBERgcaNG8sdiuwUnwC6u7ujR48eWL9+Pe644w4AYkh3/fr1\\\n",
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+       "AAAASUVORK5CYII=\\\n",
+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        anim34261e8b87184e8a94019208007601d1 = new Animation(frames, img_id, slider_id, 200.0,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from matplotlib.animation import FuncAnimation\n",
+    "from IPython.display import HTML\n",
+    "\n",
+    "mypoints = points\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "ax.imshow(image, cmap='gray')\n",
+    "line, = ax.plot([], [], '-b', lw=3)\n",
+    "\n",
+    "def init():\n",
+    "    line.set_data([], [])\n",
+    "    return line,\n",
+    "\n",
+    "def update(num):\n",
+    "    snake, energies = active_contour(image, mypoints, alpha=0.015, beta=10, gamma=0.001, max_num_iter=num, boundary_condition='free')\n",
+    "    line.set_data(snake[:, 0], snake[:, 1])\n",
+    "    return line,\n",
+    "\n",
+    "ani = FuncAnimation(fig, update, frames=range(1, 50), init_func=init, blit=True)\n",
+    "HTML(ani.to_jshtml())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tests/test_chr.jpg b/tests/test_chr.jpg
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diff --git a/tests/test_chr.png b/tests/test_chr.png
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