From 3506e7cde1fbc1be2a1a6f70e7dcf41f30cd60c4 Mon Sep 17 00:00:00 2001 From: Eric Kooistra <kooistra@astron.nl> Date: Thu, 5 Dec 2024 12:28:18 +0100 Subject: [PATCH] Add wola structure bunton for dft filterbank. --- .../lofar2/model/pfb_os/multirate_mixer.ipynb | 515 ++++++++++-------- applications/lofar2/model/rtdsp/multirate.py | 144 +++-- 2 files changed, 394 insertions(+), 265 deletions(-) diff --git a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb index a38afe203e..1159c80928 100644 --- a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb +++ b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb @@ -80,6 +80,18 @@ "from rtdsp.plotting import plot_power_spectrum, plot_magnitude_spectrum, plot_phase_spectrum" ] }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f527cbb6", + "metadata": {}, + "outputs": [], + "source": [ + "# Verification control\n", + "enExit = True # Exit or continue when a verification fails\n", + "vb = 0 # Verbosity" + ] + }, { "cell_type": "markdown", "id": "fbf4bf7b", @@ -90,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "5b37a1dc", "metadata": {}, "outputs": [ @@ -98,36 +110,43 @@ "name": "stdout", "output_type": "stream", "text": [ - "Ntaps = 8\n", - "Ndft = 16\n", - "Ndelays = 128\n", - "Ncoefs = 128\n", + "Ntaps = 12\n", + "Ndft = 192\n", + "Ndelays = 2304\n", + "Ncoefs = 2304\n", "\n", "wgSub = 1.5\n", - "wgPhase = 0.0\n", + "wgPhase = 30.0\n", "wgModulation = 0\n", "kLo = 2\n", "\n", "Ros = 4/3\n", - ". Ndown = 12\n", - ". Ndft = 16\n" + ". Ndown = 144\n", + ". Ndft = 192\n" ] } ], "source": [ "### Filterbank\n", "refBunton = True\n", - "refBunton = False\n", + "#refBunton = False\n", + "# Generic hPrototype is symmetrical, so then coefs flip makes no difference\n", + "flipAPrototype = False\n", "if refBunton:\n", " Ntaps = 12\n", " Ndft = 192\n", + " # To compare SNR results with reconstruct.m\n", + " normalizeDcGain = False\n", + " flipAPrototype = True\n", + " # To compare SNR performance with generic hPrototype\n", + " #normalizeDcGain = True\n", "else:\n", " Ntaps = 8 # number of taps per polyphase FIR filter\n", " Ndft = 16 # DFT size\n", " #Ntaps = 4\n", " #Ndft = 8\n", - " #Ntaps = 12\n", - " #Ndft = 192\n", + " Ntaps = 12\n", + " Ndft = 192\n", "Ndelays = Ndft * Ntaps\n", "Ncoefs = Ndelays\n", "#Ncoefs = Ndelays - 2 # try shorter length to verify impact of hPairGroupDelay\n", @@ -139,7 +158,7 @@ "\n", "# Waveform generator\n", "wgSub = 1.5 # in range(Nsub)\n", - "wgPhase = 0.0 # in degrees\n", + "wgPhase = 30.0 # in degrees\n", "wgModulation = 0 # for amplitude modulation (AM) frequency fsub / wgModulation, use 0 for no AM\n", " # use >> 1 for fraction of fsub\n", "print()\n", @@ -175,7 +194,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "e5680c7b", "metadata": {}, "outputs": [], @@ -187,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "74ca764f", "metadata": {}, "outputs": [ @@ -195,8 +214,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Tsub = 16.0\n", - "Tdown = 12.0\n" + "Tsub = 192.0\n", + "Tdown = 144.0\n" ] } ], @@ -218,7 +237,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "786af296", "metadata": {}, "outputs": [ @@ -226,9 +245,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Nsim = 24 [Tsub]\n", - "Nsamples = 384 [Ts]\n", - "Msamples = 32 [Tdown]\n" + "Nsim = 576 [Tsub]\n", + "Nsamples = 110592 [Ts]\n", + "Msamples = 768 [Tdown]\n" ] } ], @@ -238,8 +257,8 @@ "# . use large Nsim for more accurracy in SNR estimates or when wgSub < 0.5,\n", "# . force Nsim as multiple of Ndown to avoid mismatch in array lengths.\n", "Nsim = ceil_div(3 * Ntaps, Ndown) * Ndown\n", - "#Nsim *= 4\n", - "print('Nsim = %5d [Tsub]' % Nsim)\n", + "Nsim *= 4\n", + "print('Nsim = %6d [Tsub]' % Nsim)\n", "\n", "# Time in number input samples to simulate \n", "Nsamples = Nsim * Ndft\n", @@ -255,8 +274,8 @@ "m_s = down(n_s, Ndown) # = m_i * Tdown, time in seconds\n", "m_sub = m_s / Ndft # time in subband period units [Tsub]\n", "\n", - "print('Nsamples = %5d [Ts]' % Nsamples)\n", - "print('Msamples = %5d [Tdown]' % Msamples)" + "print('Nsamples = %6d [Ts]' % Nsamples)\n", + "print('Msamples = %6d [Tdown]' % Msamples)" ] }, { @@ -269,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "1bb76ada", "metadata": {}, "outputs": [ @@ -277,8 +296,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "PASSED\n", - "DC gain = 1.0000000000\n" + "refBunton: is_symmetrical(hPrototype) = False\n", + "DC gain = 1.0051947660\n" ] } ], @@ -292,9 +311,9 @@ " dDiv = (Ndelays - Ncoefs) // 2\n", " dRem = (Ndelays - Ncoefs) % 2\n", " hPrototype = hPrototype[dDiv : -dDiv - dRem]\n", - " print(len(hPrototype))\n", - " #hPrototype /= np.sum(hPrototype)\n", - " print(is_symmetrical(hPrototype))\n", + " if normalizeDcGain:\n", + " hPrototype /= np.sum(hPrototype)\n", + " print('refBunton: is_symmetrical(hPrototype) =', is_symmetrical(hPrototype))\n", "else:\n", " # Use windowed sync (= firwin) prototype FIR filter\n", " # . For sinc() the ideal bandwidth is 2pi / Ndft = fs / Ndft = fsub, \n", @@ -315,19 +334,19 @@ " fpass = BWpass / 2 # bin at DC: -fpass to +fpass\n", " fcutoff = fpass\n", " hPrototype = signal.firwin(Ncoefs, fcutoff, window='hann', fs=fs)\n", - " verify_result(is_symmetrical(hPrototype))\n", + " verify_result(is_symmetrical(hPrototype), ': is_symmetrical(hPrototype)', enExit)\n", "print('DC gain = %.10f' % np.sum(hPrototype))" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "6ebc94aa", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -352,7 +371,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "03da0b30", "metadata": {}, "outputs": [ @@ -360,8 +379,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "hGroupDelay = 63.5 samples\n", - "hPairGroupDelay = 127 samples\n" + "hGroupDelay = 1151.5 samples\n", + "hPairGroupDelay = 2303 samples\n" ] } ], @@ -378,7 +397,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "3abeee86", "metadata": { "scrolled": true @@ -388,7 +407,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "DC gain = 1.0000000000\n" + "DC gain = 1.0051947660\n" ] } ], @@ -410,13 +429,13 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "8008d6b7", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -426,7 +445,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoMAAAF4CAYAAAAv0/PJAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd3xTZffAv+neLaUtbdl77yUgKC4Qt4CIqODC7fs6fq7XV9BXRUVxgDJEpmxk71X2LBsKpdBFB6V7N22S+/vjcm+bJm2TNE1Cvd/PJx/ozXOf58nJuSfnWeeoBEEQUFBQULjNadGiBQDx8fF2aX/y5Ml88cUXREREcPfdd9ulDwoKCgqW4GTvDigoKNiW+Ph4VCoVKpWK0NBQNBqN0XKXLl2Sy0mO1u3G5MmTUalU7N27195d+Udy9913o1Kp7N0NBQWFGlCcQQWFfyguLi6kpaWxZcsWo+//+eefODk54eR0e5iJ3bt3s3v3bnt3Q0FBQeG24/aw8goKClZn4MCB+Pv7M2/ePIP3NBoNf/31F/fddx+urq526J35tG7dmtatW9u7GwoKCgq3HYozqKDwD8XT05Onn36azZs3c/PmTb33Nm3aRFpaGi+++KLRe1NSUpg0aRJ33HEHISEhuLu706JFC9544w2DuiTi4+MZM2YMgYGB+Pj4cNddd7F//36jS7l79+5FpVIxefJkIiMjuf/++/H19cXf358nnnjC6L7AFi1a6C1n33333XzxxRcADB061OiSt0qlqnJ/X+X6JK5fv87YsWMNPkd17N+/n0ceeYSgoCDc3d1p27Ytn332GUVFRdXeV5FTp04xatQomjVrhru7O8HBwfTt25evv/7aaL9zcnJ49dVXCQ0NxcPDg549e7Js2TKjdQuCwLx58xg0aBB+fn54eXnRp08fowMFqfz8+fMZPHgwAQEBeHl50bZtW1599VUSExMBUbb79u2T/y+9JkyYAJRvV5gwYQKXLl3iiSeeoGHDhqhUKuLj4/XeN4ax705allar1Xz66ac0a9YMT09Pevfuza5duwDIzc3lzTffJDw8HA8PDwYMGMDx48dN+QoUFOotLvbugIKCgv148cUXmT17NosXL+b999+Xr8+bN4/AwEAef/xxo/ft37+fH3/8kXvvvZf+/fvj6urK6dOnmTlzJtu3b+fUqVP4+/vL5ZOTkxk4cCCpqakMHz6cnj17Eh0dzf33388999xTZf9OnDjB999/z9ChQ3n11Vc5ffo069at4/z581y4cAEPD48q75WciH379jF+/HjZsQsICDBZPpVJTU1lwIABJCcnM2zYMHr16sWlS5e4//77GTp0qNF7Zs6cyZtvvklAQACPPPIIISEhREZG8vXXXxMREUFERARubm7VtnvmzBkGDhyIs7Mzjz32GM2bNycnJ4eoqCjmzJnDf/7zH73ypaWl3HfffRQUFPDcc89RWFjIypUreeaZZ8jIyODtt9+WywqCwLhx41i2bBlt27blmWeewc3NjZ07d/LSSy8RFRXFDz/8IJfX6XSMGTOG1atX07hxY8aOHYufnx/x8fGsXLmSBx98kGbNmjFp0iQWLFhAQkICkyZNku/v0aOHXl+vXr3KHXfcQdeuXZkwYQKZmZm4ublRWlpq6tdiwJgxYzh//jyPPvooxcXFLFmyhIcffphDhw4xceJESktLGT16NOnp6axYsYLhw4cTFxenp7MKCv8oBAUFhX8UcXFxAiAMGzZMEARB6NKli9C5c2f5/dTUVMHFxUV4++23BUEQBHd3d6F58+Z6daSlpQn5+fkGdS9cuFAAhK+++krv+rPPPisAwtdff613/c8//xQAARAiIiLk6xEREfL15cuX693z3HPPCYCwbNkyvevNmzc36OekSZMM6q4IINx1111G3zNW3/jx441+vtmzZxv9HBcvXhRcXFyE7t27CxkZGXr3TJkyRQCEH374wWj7FXnvvfcEQFi3bp3Be5Xrbd68uQAIQ4YMEdRqtXz9+vXrQlBQkODu7i4kJSXJ1+fMmSMAwgsvvCCUlpbK19VqtfDII48IgBAZGSlfnz59ugAI9957r1BUVKTXdlFRkZCZmSn/fddddwlV/cxIeggIn3/+eZXvjx8/3uj9xr47qb0777xTKCgokK+vWLFCAISAgABh9OjRQllZmfzed999JwDCjz/+aLQdBYV/AsoysYLCP5wXX3yRixcvcuzYMQAWLlyIRqOpcokYICQkBB8fH4Przz33HH5+fvKSHIBarWbVqlWEhITozT4CvPDCC7Rv377KdoYMGcKYMWMM+gvirKEtKS0tZcWKFUY/x8svv0zbtm0N7pk9ezYajYbp06fTsGFDvfc+/PBDgoODq1y6NYanp6fBtcr1SnzzzTd6M45NmjThX//6F2q1muXLl8vXZ8yYgbe3N7/99pve/lA3Nzd5CbpiH3///XecnZ2ZOXOmQX88PT0JDAw0+fMAhIaGGsxs1pavv/4ab29v+e9Ro0bh6upKTk4OP/zwAy4u5YtiY8eOBeDs2bNW7YOCwu2EskysoPAP59lnn+Wjjz5i3rx59O/fn/nz59OzZ0+D5bzKrFmzhtmzZ3Pq1Cmys7PRarXyeykpKfL/o6OjUavV9OnTB3d3d706VCoVAwcOJDo62mgbvXv3NrjWpEkTAHJyckz8hNYhOjqakpIS7rnnHoPlaScnJwYNGkRMTIze9aNHjwKwfft2oyedXV1duXz5co1tP/XUU/z888888cQTjBkzhvvvv58hQ4bQuHFjo+VdXFwYMGCAwfXBgwcDcPr0aQCKioo4f/484eHhfPfddwbly8rKAOQ+FhQUcOnSJdq0aWPU+bWE7t2717hMbi6VddfJyYmQkBCKiopo1qyZ3nthYWGAvs4qKPzTUJxBBYV/OMHBwTzyyCMsX76c0aNHEx0dzfTp06u958cff+SDDz4gODiYBx54gCZNmsizRD///DNqtVoum5eXB4izicZo1KhRle34+fkZXJNmdSo6n7YgNzcXMO9zZGVlARgc8jCX/v37s3fvXr755huWLl3K/PnzAejbty/fffedwX7FoKAgoyGBpD5KnyU7OxtBEEhOTpYP2xijsLBQ776qnFBLqO77t5Sq9KY6fZIcXwWFfyKKM6igoMBLL73EmjVrmDBhAh4eHowbN67KshqNhv/973+EhYVx5swZPedIEAS+//57vfLSD3BVp4zT0tKs8AksQ6VSVRl0Ozc3V+9AgfR/cz6H9Nnz8vLw9fWtVV8HDx7M1q1bKS4u5tixY2zcuJHff/+dhx56iAsXLtCqVSu5bEZGBjqdzsAhlPoofRapf7179yYyMrLGPkj3JScn1+qzVKSqoNRS3419P5JTqqCgYB2UPYMKCgoMGzaMxo0bk5yczOOPP06DBg2qLJuRkUFubi4DBgwwmCWLjIykuLhY71r79u1xd3fn5MmTejOGIDqPR44csd4HqYSzszNQ9SxigwYNjDo28fHxBsvQ7dq1w8PDg8jISEpKSvTe0+l0HD582KCe/v37A+XLxdbA09OTu+++mx9//JFPP/2U4uJidu7cqVdGo9EYleuBAwcA6NmzJwC+vr507NiRS5cumbTs7uPjQ6dOnYiLizNYEjdGTfKvDunUt7HvR1rmVlBQsA6KM6igoICzszPr1q1j7dq1TJkypdqyISEheHp6curUKb04ednZ2XohSyTc3d0ZNWoUaWlp/Pzzz3rvLVq0yKQ9c5YiHWa4fv260ff79u1LfHy8HA8PxIMi7733nkFZd3d3nnrqKW7evMmPP/6o997cuXO5cuWKwT1vvPEGLi4uvP3223L8vYrk5OSY5NgcOXLEwAGF8pk+YyF2Pv30U73wLElJSfzyyy+4u7vz9NNPy9ffeecdioqKeOWVV+Tl4IrExcXpxXV888030Wq1vPHGGwaOf0lJibw0DjXLvzr8/Pxo3749Bw8e5OrVq/L1/Px8PvnkE7PrU1BQqBplmVhBQQGAPn360KdPnxrLOTk58cYbb/Djjz/SvXt3HnnkEfLy8ti6dSvNmzcnPDzc4J4pU6awa9cuPv74Y/bt2yfHGdy0aRPDhw9n27ZtdZL2Tgo2/emnn3Lx4kX8/f0JCAjgrbfeAuC9995jx44djBgxgrFjx+Ll5cXOnTsJCAiQDxZU5Ntvv2X37t189tlnHDx4kJ49e3Lp0iW2bNnCAw88wI4dO/TKd+nShd9//53XX3+d9u3bM2LECFq3bk1+fj6xsbHs27ePCRMmMGvWrGo/x3fffUdERARDhgyhZcuWeHh4cOrUKXbv3k2rVq144okn9MqHhYVRWFhIt27deOSRR+Q4g5mZmfz66696e/5effVVjh49ysKFCzl06BD33Xcf4eHhpKWlcfnyZY4dO8bSpUvlOI2vv/46+/btY+XKlbRt25ZHH30UPz8/EhMT2b59O3/++accn/Kee+5h9erVjBw5kgcffBAPDw9ZZ0zh/fffZ+LEiQwYMIDRo0ej0+nYunUrffv2Nel+BQUFE7FzaBsFBQUbUznOYE0YizNYWloqfP3110Lbtm0Fd3d3oVmzZsL7778v5OfnG43PJwiCEBsbK4wePVrw9/cXvLy8hMGDBwv79u0T3nrrLQEQTp8+LZeV4gxOmjSpyv5Xjj9XVbsLFiwQunbtKri7uwuAQZlVq1YJXbt2Fdzc3ITQ0FDh7bffrvZzJCQkCGPGjBECAgL0Pkd1MQ2PHz8uPP3000J4eLjg6uoqBAUFCb169RI+/vhj4dKlSwblK7Nt2zbh+eefF9q3by/4+voKPj4+QqdOnYRPP/1USE9PNyqHrKwsYeLEiUKjRo0Ed3d3oXv37sLSpUurbGPFihXCfffdJzRo0EBwdXUVGjduLNx9993Cjz/+aNCGTqcT5s6dK9xxxx2Ct7e34OXlJbRt21Z47bXXhMTERLlcWVmZ8OGHHwrNmjUTXFxc9L63muIISvz2229C27ZtBVdXV6FZs2bC559/LpSWllYbZ9AYVX2fglB9vEkFhX8CKkEQBDv5oQoKCgrceeedHDlyhNzcXKOxCxXMQ5rBM5ayT0FBQcEYyp5BBQUFm5Cammpw7a+//pKXJhVHUEFBQcE+2MwZLCgoYNKkSQwfPpzAwEBUKhULFiyok3vVajUfffQR4eHheHp60r9/f4PTdpaUVVBQsJwuXbpw33338c477/Duu+8ydOhQnnvuOXx9ffVy3yooKCgo2BabOYMZGRl8+eWXXLp0ie7du9fpvRMmTGDatGmMGzeOX375BWdnZ0aMGMHBgwdrVVZBQcFyXnvtNW7evMmiRYuYMWMG0dHRPPPMMxw/fpyuXbvau3sKCgoK/1hstmdQrVaTnZ1NaGgokZGR9O3bl/nz5zNhwgSr3nv8+HH69+/P1KlT+eCDDwAx3EGXLl0ICQnRiwVmTlkFBQUFBQUFhfqIzWYG3d3dCQ0NrfN7V69ejbOzMxMnTpSveXh48NJLL3HkyBG9eFfmlFVQUFBQUFBQqI/UuwMkp0+fpl27dgY5KPv16wfAmTNnLCqroKCgoKCgoFAfqXdBp1NTU40Gi5WupaSkWFS2Imq1Wi+tVkZGBgcOHKBNmzZ4enrWqv8KCgoKCgoKCtVRXFxMfHw8w4YNIygoqNb11TtnsLi4GHd3d4PrUrqmiumTzClbkSlTpvDFF19Yo7sKCgoKCgoKChbx119/MW7cuFrXU++cQU9PT71ZOwkpr2fFmTtzylbkk08+0ctdevToUYYNG8Zff/1Fx44da9X/+kJ6ejrBwcH27oZDYCtZfL3/a9ZcWsPE3hN5tc+rdd6epSi6oY8iD30cUR7P/P0M0RnR/PrgrwxqNsimbde1PDZc3sAX+75gYNOBTB8xvc7asQaOqBv24tKlSzz77LNykPnaUu+cwbCwMJKTkw2uSwFvK+ZNNadsRdzd3fVmFKUp2o4dO9KrVy/LO1+PWL16NcOGDbN3N/RQa9REpUfh7+FPqwatbNaurWTROrM15IJvC1+H1kNH1A17oshDH0eUh+agBtygV69e9Gpm22erruUR5xEHMaAKVzm03QDH1A17Y62tafXuAEmPHj24cuUKeXl5etePHTsmv29JWQXzaNmypb27YEBibiK95vSi5+yeNm3XVrLwdfMFIE+dV0NJ++KIumFPFHno44jyyFXnAuDv4W/ztutaHr7uot3IL82v03asgSPqRn3B4ZzBoqIiLl++TEZGhkX3jxo1Cq1Wy5w5c+RrarWa+fPn079/f5o2bWpRWQXzkJbaHQnZoLvb1qDbShZ+7uKpeEc36o6oG/ZEkYc+jigPaYAlPWO2pK7lIX0mRx9EgmPqRn3BpsvEM2bMICcnRz6lu3HjRpKSkgB4++238ff35/jx4wwdOpRJkyYxefJks+4F6N+/P6NHj+aTTz7h5s2btGnThoULFxIfH8+ff/6p1x9zyiqYR05Ojr27YIC9DLqtZNEioAWDmw2mQ8MONmnPUhxRN+yJIg99HE0eJZoSSrWlgO0HklD38gj2CmZg04E08WtSp+1YA0fTjXqFYEOaN28uAEZfcXFxgiAIQkREhAAIkyZNMvteieLiYuGDDz4QQkNDBXd3d6Fv377Ctm3bjPbJnLJVcfLkSQEQTp48adZ99Zlr167ZuwsGrIlaIzAZYeCfA23ariPKwp4o8tBHkYc+jiaPtII0gckITEbQaDU2b9/R5GFPFFmUY22/w6Yzg/Hx8TWWufvuuxGMZMgz5V4JDw8Ppk6dytSpU61aVsF09uzZQ6tWtjukYQrSMrGtZwYdURb2RJGHPoo89HE0ebg7u/PV0K8oKivC2cnZ5u07mjzsiSKLuqPenSZWcAysEffI2kjLxLZe6nFEWdgTRR76KPLQx9Hk4e/hz3+G/Mdu7TuaPOyJIou6w+EOkCjUDxxxz2VuiX1mBm0li+iMaEJ/CKXFzy1s0p6lOKJu2BNFHvoo8tDHFvJoN70dvlN8ic2OrfO2aoOiG3WHSjC2JqtgFqdOnaJ3796cPHnS4eM0/ZPZE7eHHdd20K9xP57s+KS9u2N14nPiaflLS9yd3Sn5TDl1p6BgDTKLMknKSyLEO4QwX8P0pfWB0B9CSStM4/Srp+kR2sPe3VEwAWv7HcrMoEKdMGPGDHt3wYB7Wt7Dt/d9a3NH0FaykGY81Vo1Zdoym7RpCY6oG/ZEkYc+jiaPzTGb6TG7By+sf8Eu7dtCHnJYKrVjh6VyNN2oTyjOoEKdMHbsWHt3wWGwlSykoNPg2LEGFd3QR5GHPo4mD3ttL5GwhTxul8DTjqYb9QnFGVSoE7Zv327vLhgQmx1LbHYsxWXFNm3XVrJwdXbFw8UDcOwAso6oG/ZEkYc+jiYPex08k7CFPG6XwNOOphv1CcUZVKgTunXrZu8uGPDsmmdp/Wtrtl3dZtN2bSkLaXbQkZd7HFE37IkiD30cTR72CkklYQt53A52AxxPN+oTijOoUCekp6fbuwsG2CsDiS1lcTss9ziibtgTRR76OJo8pGVie+QlBtvI43awG+B4ulGfUOIMKtQJWq3W3l0wwF7J5m0piz7hfQj3DcfN2c1mbZqLI+qGPVHkoY+jySOv1H55icE28ujQsAMDmgwg2Cu4ztuqDY6mG/UJxRlUqBOaNHG8PJf2mhm0pSxWjFphs7YsxRF1w54o8tDH0eQhzwzaac+gLeTx37v+y3/v+m+dt1NbHE036hPKMrFCnXDixAl7d0EPnaCT98PY2qg7mizsjSIPfRR56ONo8hjTeQwfDPiA7qHd7dK+o8nDniiyqDuUmUGFOuGRRx6xdxf0KCgtQECMr27rmUFHk4W9UeShjyIPfRxNHuN7jLdr+44mD3uiyKLuUGYGFeqEv/76y95d0ENaInZ1Kg+/YitsKYv/7vkvYT+G8f2h723Wprk4mm7YG0Ue+ijy0McW8lh7aS1NpjVh9KrRdd5WbVB0o+5QZgYV6oS33nrL3l3Qw8PFg48GfYRGp0GlUtm0bVvKolhTzI2CG9wsvGmzNs3F0XTD3ijy0MfR5HHx5kV83Hxo4tcEZydnm7dvC3kICCTnJ5OSn1LnbdUGR9ON+oQyM6hQJzha2qAgryC+ve9bfnjgB5u3bUtZSPshHTl4rKPphr1R5KGPI8lDEAS6zepGi19a2G2AZQt5SHZDOizjqDiSbtQ3FGdQoU4YP96++2wcCVvKQgqbI4XRcUQU3dBHkYc+jiSPwrJCdIIOsF9oGVvI43awG+BYulHfUJxBhTrh77//tncX9MgpySEuO84uI19byuJ2mBl0NN2wN4o89HEkeUj2wlnljJerl136YAt53C7p6BxJN+obijOoUCcMGjTI3l3QY+XFlbT6tRXPrX3O5m3bUhaSUXfk5R5H0w17o8hDH0eSR8XYpLbeayxhC3lIg8h8db48E+qIOJJu1DcUZ1ChToiNjbV3F/SQk83bIaWULWVxOyz3OJpu2BtFHvo4kjzsaTckbCEP6fMJCA6dn9iRdKO+oZwmVqgTPD097d0FPaSZMj832+/7saUsgr2C6RLShbaBbW3Wprk4mm7YG0Ue+jiSPKRBlb32C4Jt5OHh4kH3Rt3xdPWkVFta5+1ZiiPpRn1DcQYV6oSAgAB7d0EPe47wbSmLro26cv718zZrzxIcTTfsjSIPfRxJHrLdsFMqOrCdPM68dsYm7dQGR9KN+oayTKxQJ1y+fNneXdBDGuHbw6g7mizsjSIPfRR56ONI8mgT2IYPBnzAU52fslsfHEke9kaRRd2hzAwq1Al33XWXvbugR8WN4LbG0WRhbxR56KPIQx9HkkeP0B70CO1h1z44kjzsjSKLukOZGVSoE1atWmXvLughzwzaYZnY1rLoMasH4T+Gcz33uk3bNRVH0w17o8hDH0Ue+thKHi+uf5GmPzVlzaU1NmnPEhTdqDts5gwWFBQwadIkhg8fTmBgICqVigULFph8v1qt5qOPPiI8PBxPT0/69+/Pzp07DcpNmDABlUpV5Ss5OVkuu3fv3irLHT161Bof+x+Lo6UNerz947zW+zU6BHWwedu2lkVyfjKpBanklOTYtF1TcTTdsDeKPPRxJHncKLhBYm4iRWVFduuDreSRVZxFUl4S6YXpNmnPEhxJN+obNnMGMzIy+PLLL7l06RLdu3c3+/4JEyYwbdo0xo0bxy+//IKzszMjRozg4MGDeuVeffVVFi9erPdatGgRXl5edOrUicaNGxvU/c477xjc06ZNG4s/q4LjpQ16u//bzHx4Jr3Cetm8bVvLwtEDTzuabtgbRR76OJI8/rP7PzT/uTk/H/3Zbn2wlTxuh7BUjqQb9Q2b7RkMCwsjNTWV0NBQIiMj6du3r8n3Hj9+nOXLlzN16lQ++OADAJ5//nm6dOnChx9+yOHDh+WyAwYMYMCAAXr3Hzx4kKKiIsaNG2e0/sGDBzNq1CgLPpVCVbzyyiv27oLDYGtZOLpRV3RDH0Ue+jiSPPJK7X+a2FbycPRBJDiWbtQ3bDYz6O7uTmhoqEX3rl69GmdnZyZOnChf8/Dw4KWXXuLIkSNcv1793qilS5eiUql45plnqiyTn5+PRqOxqH8KhpizBcAWxOfEk1WchSAINm/b1rJw9NRSjqYb9kaRhz6OJA85Pqkd4wzaSh63Q/YiR9KN+sZtcYDk9OnTtGvXDj8//QeyX79+AJw5c6bKe8vKyli5ciUDBw6kRYsWRsu88MIL+Pn54eHhwdChQ4mMjKy2P2q1mry8PPlVUFBg1uf5JzB8+HB7d0GmVFtKy19a0vD7hmSXZNu8fVvLQhrhO6pRdyTdcAQUeejjSPJwhAwktpKHbDccdEUBHEs36hu3hTOYmppKWFiYwXXpWkpKSpX3bt++nczMTKNLxG5ubowcOZJffvmF9evX89VXX3H+/HkGDx7M6dOnq6xzypQp+Pv7yy/puHtqaiqzZ89GrVbLextmzJhBWloaK1eu5Ny5c+zfv5/t27cTExPDggULyM/P1yubk5PD4sWLuXz5Mrt27SIiIoILFy6wdOlSMjMz9coWFxczd+5cYmNj2bx5M4cOHeLkyZOsXr2alJQUvbJarZaZM2eSnJzM2rVriYyM5OjRo2zcuJG4uDjmzJlj0O/09HSWL1/OuXPn2LdvH9u3byc6OpqFCxca9DsvL49FixYRHR3Njh07WLZsGefPn2fZsmVkZGTolS0pKWHu3LnExcWxadMmDh8+TGRkJGvWrCElJYXffvsNnU7HjBkz0Ol0/Pbbb6SkpLBmzRoiIyM5fPgwmzZtIi4ujrlz51JSUqJXf0ZGhtx+REQE67etL//y1OiVzc/PZ+HChURHR7N9+3b27dvHuXPnWL58Oenp6Xpl1Wo1c+bMIS4ujo0bN3L06FEiIyNZu3YtycnJzJw5E61Wq3dPSkoKf/zxBydPnuTQoUNs3ryZ2NhY5s6dS3FxsV7ZzMxMli5dyoULF4iIiGDXrl1cvnyZxYsXk5OTY9DvBQsWEBMTw/bt29m/fz/nzp1j5cqVuAlugPhDJvV79uzZJCQksGHDBo4ePcqJEydYt24dSUlJzJo1C41Go1d/amoqq1ev5vTp0xw8eJAtW7Zw7do15s2bR2FhoV7ZrKwsli5dSlRUFHv27GH37t1ERUWxZMkSsrOz9coWFBTw66+/EhMTw7Zt2zhw4ABnzpxh1apVpKWl6ZUtKytj9uzZJCYmsn79eo4fP87x48dZv349iYmJzJ49m7KyMoNnbdWqVZw5c4YDBw6wbds2YmJimD9/PgUFBXpls7OzWbJkCVFRUezevZs9e/YQFRXF0qVLycrK0itbWFjIvHnzuHbtGlu2bOHgwYOcPn2a1atXk5qaqldWo9Ewa9YskpKSWLduHSdOnODo0aNs2LCBhIQEAxsxderUf6SNiIiIMGojpk6danMbsWPHDqKjo1m0aBF5eXly2fgb8QAcjjhcpzZi9erVVdqIqVOnWt1GVH7W1Go1Z4+fBeBKwhW724j58+cbtRH79+//R9oIY35Exe1xVkGwAydOnBAAYf78+SaVb9WqlfDggw8aXL927ZoACD/99FOV944dO1ZwdXUVMjIyTGorJiZG8PT0FIYNG1ZlmZKSEiE3N1d+7du3TwCEkydPmtTGP4EjR47Yuwsy17KuCUxG8Prayy7t21oWkyImCV1+7yLMjpxt03ZNxZF0wxFQ5KGPI8kj/MdwgckIJ1PsZ9ttJY8NlzcIHWd0FN7Y9IZN2rMER9INe3Py5Emr+h23RdBpT09P1Gq1wfWSkhL5fWMUFBSwfv16hg0bRsOGDU1qq02bNjz22GOsWbMGrVaLs7OzQRl3d3fc3d3lv318fEyq+5+EMbnZC2m51F6bwG0ti8l3T2by3ZNt2qY5OJJuOAKKPPRxJHnY23aA7eTxSPtHeKT9IzZpy1IcSTfqG7fFMrF0Erky0rXw8HCj961bt67aU8RV0bRpU0pLSyksLDS/swoAevEc7Y299/04kiwcAUUe+ijy0MdR5CEIAq/1eY1Xer1CkFeQ3frhKPJwBBRZ1B23xcxgjx49iIiIIC8vT+8QybFjx+T3jbFkyRJ8fHx49NFHzWovNjYWDw8PZcavFvTp08feXZCRNkTb60SgI8nCEVDkoY8iD30cRR4qlYofHvjB3t1wGHk4Aoos6g6HmxksKiri8uXLZGRkyNdGjRqFVqtlzpw58jW1Ws38+fPp378/TZs2NagnPT2dXbt28cQTT+Dl5WW0rfR0w0jrZ8+eZcOGDTzwwAM4OTmceG4bNm3aZO8uyMgzg3Za6rG1LHZe20nH3zry1KqnbNquqTiSbjgCijz0UeShj63kcbPwJl1+70LrX1vbJQSXKSi6UXfYdGZQOgknnf7duHEjSUlJALz99tv4+/tz/Phxhg4dyqRJk5g8eTIA/fv3Z/To0XzyySfcvHmTNm3asHDhQuLj4/nzzz+NtrVixQo0Gk21S8RjxozB09OTgQMHEhISQlRUFHPmzMHLy4tvv/3Wuh/+H8bLL79s7y7ItG7Qmld7v0r7hu3t0r6tZaHRabiccRlPF+N7ae2NI+mGI6DIQx9HkUeJpoSbhTcJ8Aiwa5xBW8nDw8WDi+kXAVBr1Xi4eNikXXNwFN2ol1jlGIqJNG/eXACMvuLi4gRBEISIiAgBECZNmqR3b3FxsfDBBx8IoaGhgru7u9C3b19h27ZtVbZ1xx13CCEhIYJGo6myzC+//CL069dPCAwMFFxcXISwsDDh2WefFWJiYsz6XNY+1VMfmD59ur274DDYWhYHEw4KTEZo/Utrm7ZrKopu6KPIQx9Hkcf++P0CkxHa/trWrv2wlTy0Oq2gmqwSmIxwI/+GTdo0F0fRDUfA2n6HShAcdD74NuLUqVP07t2bkydP0quX7XPfKihU5MLNC3Sd2ZUgryDS/89xk84rKDgyG6M38ujyR+nXuB/HXj5m7+7YBP9v/clT5xH9VjTtGrazd3cUqsHafoeyKU6hTnCkhOIZRRlkF2ej1Wnt0r6tZVExA4kjjvUcSTccAUUe+jiKPHJKcgAI8Aiwaz9sKQ9Hz17kKLpRH1GcQYU6YeTIkfbugsyrm14l8PtAZp+cbZf2bS0LaX9Tma4MtdYwPqe9cSTdcAQUeejjKPKQUlfa2xm0pTyk8FuOmpLOUXSjPqI4gwp1wqFDh+zdBRl7j/BtLQtfd19UqADHHOE7km44Aoo89HEUeUh2o4FHA7v2w5bykGykI9oNcBzdqI/cFnEGFW4/Wrdube8uyNjbGbS1LJxUTnQI6oCzkzOl2lKbtm0KjqQbjoAiD30cRR72thsStpRHqwatyCjKwNXZ1WZtmoOj6EZ9RHEGFeoER8rekl0sLvfYa4RvD1lEvRll8zZNxZF0wxFQ5KGPo8jDUZaJbSmPhY8vtFlbluAoulEfUZxBhTohLy/P3l2QsfcI35Fk4Qgo8tBHkYc+jiKPu5vfjYvKhV5h9o0Q4SjycAQUWdQdijOoUCe0b2+fAM+V0Qk6eTO0vZxBR5GFo6DIQx9FHvo4ijzG9xjP+B7j7d0Nh5GHI6DIou5QDpAo1An79u2zdxcAKCgtQCfoAGjgaZ9lYnvI4qOdH9Hpt078de4vm7ddE46iG46CIg99FHnoY0t5LL+wnK4zu/Kvrf+yWZvmoOhG3aHMDCrUCWPGjLF3FwAQBIFXe79Kfmm+3dIr2UMWaYVpXMq4RHJess3brglH0Q1HQZGHPo4ij+S8ZHzdffF180WlUtmtH7aUR2FpIRduXqC5f3ObtWkOjqIb9RFlZlChTpg/f769uwCIcbNmPTyLJU8usVsf7CELaUlc2i/pSDiKbjgKijz0cRR5dP69M/7f+hOTFWPXfthSHo5sN8BxdKM+ojiDCnXCW2+9Ze8uOAz2kIUjG3VFN/RR5KGPI8hDJ+jIU4uHFex9mtiW8nBkuwGOoRv1FcUZVKgTHCVtUFFZkV1T0YF9ZCEbdXWOzduuCUfRDUdBkYc+jiCP3JJcBMRUjlKKNnthS3k4ujPoCLpRX1GcQYU64ZlnnrF3FwBYeXElgd8H8vCyh+3WB3vIwpGNuqPohqOgyEMfR5CH9Nx4unji7uJu177YUh6ObDfAMXSjvqI4gwp1wrZt2+zdBcD+MQbBPrJwZKPuKLrhKCjy0McR5CGnorNTBIKK2FIekt0oLCukTFtms3ZNxRF0o76inCZWqBN69Ohh7y4AjpFf1B6yCPIKoolfE4K9gm3edk04im44Coo89HEEeTjCIFLClvLw9/AnzCeMAI8AisqK8He27xJ5ZRxBN+orysygQp1w48YNe3cBcAyjbg9Z3NnsTq6/e50NYzfYvO2acBTdcBQUeejjCPJwlFR0YFt5uDi5kPJ+ClFvRuHv4ViOIDiGbtRXFGdQoU4QBMHeXQBMM+ql2lIWnV3EtaxrddIHa8tCEAT2xO1h57WdVq3XVjiKbjgKijz0cQR5NPVryss9X+ahtg9VWUYQBNZcWsOJ5BN12hdryuPsjbOsuLBCDsR/u+EIulFfUZaJFeqEsLAwe3cBMG2Z+NPdn/LjkR9xdXLl/QHv882931g1yKw1ZZFWkMYza55hT9weAA68cIA7m91ptfptgaPohqOgyEMfR5BH38Z96du4b7VllpxfwnNrnwPgqc5PMf+x+Xi5elm9L9aQR6m2lFc3vcqCMwsAuFl4k7f7v13rem2NI+hGfUWZGVSoE06fPm3vLgA1LxNfz73OjONiuIIyXRnfHvqWbVetu0nZmrL4bM9nsiMI8MnuT4yOlgVB4M55d9Lpt06kF6ZbrX1r4Ci64Sgo8tDndpBHqbaUzyM+l/9eeXElPx/9uU7asoY85p6aKzuCAF8d+IqC0gKjZd/a8hZdZ3ZlS8yWWrdrbW4H3bhdUZxBhTphxIgR9u4CAPe3up8xncfQOrC10fe/3Pclaq2au5rfxSu9XgFgddRqq/bBWrLQ6DSsvbwWgD8e+QMPFw8OJh5k69WtBmVVKhUXbl7gUsYleancUXAU3XAUFHno4wjyyCnJIU+dV+Wy5NxTc4nLiSPUJ5Qf7v8BsL7dkLCGPKS+fXH3F7Ru0JqbhTf59divRssm5CZw4eYFUvJTat2utXEE3aivKM6gQp2wZIn90r9V5LMhn7F81HJ6hfUyeC+nJIf5Z8T0Rt/c+w1Pd3kagPXR69HoNFbrg7VksT9hP5nFmQR6BjK++3je6itG469qRsJRw8s4im44Coo89HEEeby99W38v/XnxyM/Gn1feub+O+S/PN/9eZxUTpy+cZrY7Fir96W28kgvTGdfwj4Anuv2HF8O/RIQP4OxvYPSlhpHsxvgGLpRX1GcQYU64XZIG3Qo8RBaQUvbwLYMbDqQIc2H0NCzIZnFmexP2G+1dqwlizWX1gDwWPvHcHV2ZXyP8QAcun7IaEwwR3UGbwfdsCWKPPRxBHlUt9c4OS+ZmKwYnFROjOs6jmDvYO5qfhcAay+ttXpfaiuPDdEb0Ak6eob2pGWDlozqNApPF0/Si9K5nHHZoLyj2g1wDN2oryjOoEKd4Ahpg3SCjqzirCpT0UkO35DmQwAxrMLjHR4H4O+ov63WD2vIQifoZGdwZMeRAHQK7kSgZyBFZUWcSj1lcI+jGnVH0A1HQpGHPo4gj+ziqqMQHEg8AECP0B5y+BXpmfz7kvXshkRt5SH1Seqjm7MbA5oOADA66HVUuwGOoRv1FcUZVKgTJkyYYO8ukFmUScPvG+L+lbtRh3B/or4zCMjO4M5Y64VtsYYsLqVfIrUgFW9Xb+5rdR8ATionBjcbDNxeRt0RdMORUOShjyPIo7qQVPIgspmh3TiadLTKgxmWUht5aHQaIuIjgPI+Qnnfbye7AY6hG/UVmzmDBQUFTJo0ieHDhxMYGIhKpWLBggUm369Wq/noo48IDw/H09OT/v37s3On4Q/23r17UalURl9Hjx61uF4F81i1apW9u0BWcRYAvu6+ODs5671XWFpIZEokoO8M9g0Xw0lczbpKYWmhVfphDVmcSzsHQPfQ7nq5UqW+S45tRRzVqDuCbjgSijz0cQR5SLajoVdDg/cqrygANPZrTJhPGAICF25esGpfaiOPmMwYSjQleLt60zG4o3xdthsJ+w0OyTiq3QDH0I36is2cwYyMDL788ksuXbpE9+7dzb5/woQJTJs2jXHjxvHLL7/g7OzMiBEjOHjwoNHy77zzDosXL9Z7tWnTptb1KpjGnXfaP/adZNADPQMN3juWfAyNTkMTvyY0928uX2/k04gQ7xAEBC6mX7RKP6whC8kZ7BrSVe+6NDN4MPGgwWbwMJ8wmvg1wc3ZrdbtWxNH0A1HQpGHPvaWhyAIVdqOzKJM2S5Uju/ZrVE3oPxZtRa1kYfUly4hXXBSlf/c92/SH1cnV5Lzk4nPide7J8griFCfUPzc/Sxut66wt27UZ2zmDIaFhZGamkpCQgJTp041697jx4+zfPlypkyZwtSpU5k4cSJ79uyhefPmfPjhh0bvGTx4MM8++6zeKygoqNb1KpjGtWt1k83DHKpzBiuO7isHmJaM+vm081bphzVkcf6m2BepbxI9w3ri7epNTkmOQX+n3DeF6+9e5993/LvW7VsTR9ANR0KRhz72lkexpphSbSlgaDsOJoqTBB2DOhLsrZ/3u66cwdrIoyq74eXqRZ/wPgDySWOJR9s/Sur7qSwdudTidusKe+tGfcZmzqC7uzuhoaEW3bt69WqcnZ2ZOHGifM3Dw4OXXnqJI0eOcP36daP35efno9FUHSLE0noVasbb29veXajWGTyZehKAgU0GGrzXLcS6Rt0aspD6Utmouzi50L9JfwCjh0gcEUfQDUdCkYc+9paHRqfh5Z4vM7rTaLxd9fsi242mRuxGHTmDtZFHVXYDyj/D7WI3wP66UZ+5LQ6QnD59mnbt2uHnpz9t3a9fPwDOnDljcM8LL7yAn58fHh4eDB06lMjISKvUC+I+w7y8PPlVUGDdDcP1AV9fX3t3QXYGjYWHiEqPAsTlk8rIRv2mdYx6bWWRXZzN9TxxYFJ5mRigS7D4GaTP5Og4gm44Eoo89LG3PPzc/fjj0T9YOXqlwaqBSXYj7ZxVc+jWRh7VOYPSZ7hd7AbYXzfqM7eFM5iammo0J6F0LSWlPFK6m5sbI0eO5JdffmH9+vV89dVXnD9/nsGDBxuksjGn3opMmTIFf39/+XXXXXfJ9c2ePRu1Wi0fgZ8xYwZpaWmsXLmSc+fOsX//frZv305MTAwLFiwgPz9fr2xOTg6LFy/m8uXL7Nq1i4iICC5cuMDSpUvJzMzUK1tcXMzcuXOJjY1l8+bNHDp0iJMnT7J69WpSUlL0ymq1WmbOnElycjJr164lMjKSo0ePsnHjRuLi4pgzZ45Bv9PT01m+fDnnzp1j3759bN++nejoaBYuXGjQ77y8PBYtWkR0dDQ7duxg48aNnD9/nmXLlpGRkaFXtqSkhLlz5xIXF8emTZs4fPgwkZGRrFmzhpSUFH777Td0Oh0zZsxAp9Px22+/kZKSwpo1a4iMjOTw4cNs2rSJuLg45s6dS0lJiV79GRkZLFu2jEsJlwAozCgkOjqaRYsWkZeXx7Tp04jLjgOgmWczFi5cSHR0NNu3b2ffvn145HkAcDb1LNOnT5frVavVzJkzh7i4ODZu3MjRo0eJjIxk7dq1JCcnM3PmTLRarV5fUlJSWLZsGSdPnuTQoUNs3ryZ2NhY5s6dS3FxsV7ZzMxMli5dyoULF4iIiGDXrl1cvnyZHxaLGQ4CnQLx9/BnxowZ5Ofns2DBAmJiYhDSxR+eY7HHWLlyJWlpacyYMYNjScdo9XUrRq8YzezZs0lISGDDhg0cPXqUEydOsG7dOpKSkpg1axYajUavL6mpqaxevZrTp09z8OBBtmzZwrVr15g3bx6FhYV6ZbOysli6dClRUVHs2bOH3bt3ExUVxZIlS8jOztYrW1BQwPz584mJiWHbtm0cOHCAM2fOsGrVKrnfUtmysjJmz55NYmIi69ev5/jx4xw/fpz169eTmJjI7NmzKSsrM3jWVq1axZkzZzhw4ADbtm0jJiaG+fPnU1BQoFc2OzubJUuWEBUVxe7du9mzZw9RUVEsXbqUrKwsvbKFhYXMmzePa9eusWXLFg4ePMjp06dZvXo1qampemU1Gg2zZs0iKSmJdevWceLECY4ePcqGDRtISEgwsBGzZs36R9qIiIgIozZi1qxZNrMR58+fJyIigh07dujZiIpl8/PzZRtxIv4EAB75Hixfvpz09HS57J6Ve3BxciFXncvhi4fNshGrV6+u0kbMmjWrRhuxePFicnJy9OpNykgiITcBgJsXbrJ//37OnTsn24gLEeJBlxPxJ1Cr1bKNWL1uNT1/7UmbH9uwYs0Kh7IRJ0+e/EfaCGN+xOHDh7Eqgh04ceKEAAjz5883qXyrVq2EBx980OD6tWvXBED46aefqr0/JiZG8PT0FIYNG2aVektKSoTc3Fz5tW/fPgEQTp48adLn+Sdw48YNe3dBWH5+uTBm1Rhh/un5etdPpZwSmIwQ9H2Q0fuKy4oFpy+cBCYjJOUm1boftZXF9GPTBSYjPLL0EaPv74/fLzAZocXPLfSuH0g4IDAZoc2vbWrVvrVxBN1wJBR56GNveRSWFgq5JbmCTqfTu67WqAWXL10EJiNcz71u9N4uv3cRmIywKXqT1fpjqTyk57/JtCZG388ryROYjMBkhKyiLPm6TqcTnL9wtpr9syb21g1H4uTJk1b1O26LmUFPT0/UarXB9ZKSEvn96mjTpg2PPfYYERERaLXl8eYsrdfd3R0/Pz/55ePjY/Jn+afgCCEAxnQZw/JRy5nQY4LedWlZpFNwJ6P3ebh40L5he6B8A3ZtqK0spIMhxpZ6oPxzxOfE64XDkfZKSsvljoIj6IYjochDH3vLY8m5Jfh/68/jKx7Xu3416yoanQZfN18a+zY2em9d7Bu0VB412Q1fd1+a+jUF4FLGJfm6SqVSbMc/kNvCGZROIldGuhYeHl5jHU2bNqW0tJTCwvIfS2vUq2AcR04bJDuDQcadQYDOIZ0BMdhzbamtLCRD3Tm4s9H3G3o1JMQ7BEAvvZRk0HNKcozmILUXjqwb9kCRhz72locUcLryXuOKg8jKewklpGe0onNVWyyVR012A8oHkpX3DTqqM2hv3ajP3BbOYI8ePbhy5Qp5eXl6148dOya/XxOxsbF4eHjozeJZo14F4zhC2qA8dZ7RzCNRGaLhqxiEtTKtAloBGMTgsoTaykLqQ6sGraosY8yoSz9mOkFHnjrP6H32wBF0w5FQ5KGPveVRVRSCmlYUoPwZtYbdkLBUHpbaDXBcZ9DeulGfcThnsKioiMuXL5ORkSFfGzVqFFqtljlz5sjX1Go18+fPp3///jRt2lS+np6eblDn2bNn2bBhAw888ABOTuUf2Zx6Fczj1VdftXcX6D2nN67/c+XI9SN6100x6i0CWgAQlxNX637URhal2lKS8pL0+mQMaZazolF3d3HHy9ULcCyj7gi64Ugo8tDH3vKojTNoTbshYak8pD5UazduM2fQ3rpRn7GpMzhjxgy++uor5s2bB8DGjRv56quv+Oqrr8jNzQXEQNAdO3bUGwH079+f0aNH88knn/Dhhx8yZ84c7rnnHuLj4/n+++/12hgzZgwPPfQQX3/9NX/88QfvvvsuAwcOxMvLi2+//VavrDn1KpiH9B3bk6ziLAQEOZk8gFqj5mrWVaB6o96yQUvAOiP82sjieu51BAQ8XTzlpWBjyEY9w/GNuiPohiOhyEMfe8ujNs5gywDRbiTnJcuBq2uLJfIQBEG2XVKfjHG7OYP21o36jIstG/vhhx9ISEiQ/16zZg1r1qwB4Nlnn8Xf37+qW1m0aBH//e9/Wbx4MdnZ2XTr1o1NmzYxZMgQvXKPP/44S5YsYdq0aeTl5REcHMyTTz7JpEmTjKajM7VeBfN48MEH7dq+TtCRXSzu/alo1K9kXkEn6PB39yfMxzCskETFEb4gCFXuETKF2sii4ui+uj5IRv3iTf0Uek38mgBY7YfJGthbNxwNRR762FsexpxBjU5DdGY0UL0zGOIdgqeLJ8WaYhJzE2kTaPibYy6WyCOzOJOCUjH+bfOA5lWW6xgkbpW5nnedfHU+vu5iHL9Qn1BCfUINcrrbG3vrRn3Gps5gfHx8jWXuvvtuowE7PTw8mDp1ao2p7N555x3eeecdk/tkar0K5nH69GmaNWtmt/ZzS3IREPWo4kZwaVawbcO21TpXUr7igtICsoqzjCasN5XayEIe3TeoenQP0K5hO7m8RqfBxUl8tI+8dKS62+yCvXXD0VDkoY+95WHMGUzKS6JUW4qbsxvN/Kvum0qlokVACy5lXCI+J94qzqAl8pDsRphPGB4uHlWWa+DZgGCvYNKL0rmWfY0eoT0A+P7+7/n+fsdbHbO3btRnHG7PoEL9wFgwb1siGXRvV2/cXdzl69JMW3WbqgE8XT0J9RHTJ9Z2qbg2spDabuHfovo2fMNwd3ZHK2jlPYaOir11w9FQ5KGPveXxYJsHGdlxpJ7TJwWpbxHQAidV9T+b0qqCtQ6RWCIP2W5Us19QQhpoSp/RkbG3btRnFGdQoV5S1b4fyeBJp4WrQ9prY83N4OYitV3TzKCTyql8afs2MOoKCo7KlPumsPqp1XQI6iBfM3UQCRXshh2fQ6ntmuwGlH8me9o5BfujOIMKdYKx+I22pCpnMDYnFjDNSFprhF8bWVgywo/NjpWvzT89n0HzBvH9IcdZ8rG3bjgaijz0cUR5SM9UdYcxJGS7kRtvlbYtkYepKwpQ/pkq2o1TqacYMn8IT616yuy26xJH1I36gk33DCr8c+jZs6dd22/o1ZAxncfIEfYl5BGzGUa9tiP82sii4vJUTRibyUwrTOPw9cPynkJHwN664Wgo8tDHnvLQ6DQUlhbi5+6nt6dYnqG3od2QsEQepoSVkTBmN8q0ZRxIPCDvnXYUlGel7lBmBhVqTXZxNplFmXoHf7Zu3WrHHkGf8D4sH7WcqQ+UHwwSBMGi5Z7ajvAtlUWJpoTUglS9vlSH9JkqjvAdMUTE1q1bKdWWklGUQVFZkb27Y3fs/azYi3x1PplFmQaB4e0pjyuZVwj4LoDQH0P1rkvPlEl2w4phqcAyeZh68AyqtxtSNhZHYfOWzWQWZTpUEP36guIMKliMIAhM3DiRwO8DCZoaxD2L7pF/3F988UU7986QGwU3KNGU4KRyqvZEoIS1loktlUVibiIAPm4+BsvdxjA2wpdOUjuSM9jjwR40/7k5wVODCZkawqqL/+x8o474rNQ1vxz9hYbfNyRoahAdfutAQk55yDF7ykN6Tvzd9cOcmbMHT7IbqQWplGhKat0nc+VRMcagOdtL4nPi5QF9A0/RbuSp8yjTlpnVfl1xs/Amv+l+I2hqEIHfBfK/ff+zd5fqFYozqGAx3x/6nj9O/SH/vTd+L+9sFcP6zJ49217dAqCorMhgxkFykpr6NcXV2bXGOiqesjMW7shULJVFRYNuSpxDeSN4heUpeYRf7Bgj/JySHB5a+BA3Cm4AUFhWyPh14zlz44x9O2ZH7P2s2JqtMVt5d/u7lOlEJ+Nq1lXGrB4jx8K0pzyM7TUuKisirTANMG1msKFnQ3zcxLSnFZ1cSzFXHulF6RRrilGhMmnQ29SvKc4qZ0o0JfJzGeARIL+fU5JjVvt1gVanZdyacVxMF+OoagUtn+/9nBUXVti5Z/UHxRlUsIgTySf4ZPcnAPw+4nd2PbcLFSr+PP0nqy6usntC8dc2vYbr/1z59div8jV5E7gJo3soD9hcrCmulUG0VBZSiBhTDDqUf660wjQKSwsBx1smfnPLm2TqMmkZ0JL0/0tneJvhFGuKGblypMPMQNgaez8rtiSrOItn1jyDgMArvV4h9p1YAjwCOJZ8jMl7JwP2lUdmUSZQPjMG5YOrAI8APSepKlQqlbxXOTk/udZ9Mlcekt0I9QnFzdmtxvKuzq409Rf7K9lIFycXeXbUEWzHtCPT2BW7Cy9XL86/fp4PB34IwAvrX3D4UFq3C4ozqGARPx/7GQGBpzo/xWt9XuPeVvfy0aCPAPjp6E92TyieXpSOgICvm698zZzDIwAeLh7yMmtKforFfbFUFlKb1WVKqUjFHytpVrGiM1ib2U1rkJyXzPILywFYPmo5QV5BLH1yKcFewcRmx7IheoNd+2cv7P2s2JJ5p+eRU5JD5+DOTH9wOi0btGT2w+LM18zImZRoSuwqj8xi0RkM8gqSr5lzeEQizFd8ZmtjNyTMlYdsN3xNj8lnbIuJowwktTotvxz7BYBH3R6lS0gXvrn3G+5ocgfFmmJmRc6ya//qC4ozqGA2Nwtvyvu8Phz4obyE+U7/d3BWOXMk6Qg97uthxx5CRlEGoG/UpbAypiz1SIT7hgO1M+qjR4+26D6pTakPplB5M3igZyDert4Eewej1qot6oe1WHR2ETpBxx1hd9CvcT9AnIF5pdcrAPwe+bs9u2c3LNWP2w2doGNm5EwA/n3Hv+Vg8FKA55ySHNZdXmdXeaQXpgMQ5FnBbphxeETCGnZDwlx5WMNuQHlKOnunstwZu5Pk/GQCPQP57pnvAHB2cub9Ae8D8MepP+zex/qA4gwqmM3cU3Mp05XRr3E/eof3lq+H+YYxou0IAKbusm96P2POoLkzg1BuUKVTvZawf/9+i+6zxKhXHuH7uvtS8GkB19+9Xm1aqrpGEATmnRGTzPdU6YeHeLXPqzipnNgTt4dL6Zfs0T27Yql+3G5sv7qd2OxY/N39GdtlrHzd2cmZ8d3HA+LMoT3lYTW74XPLbuTXPi6eufKQ2pT6YArGZgYPv3SY1PdTuavFXWa1b23mnRbtxriu4zh26Jh8/bH2jxHuG87Nwpv8HfW3vbpXb1CcQQWzEASBuafmAvBm3zcN3n+hxwsAHC44jEansWnfKiIZ9WDvYPlaQq64mduUE3YS1hjht23b1qL7LHEGpc9mjY3r1uTQ9UNczbqKt6s3z/Z8Vu+9Zv7NeLT9owCybv2TsFQ/bjekw2Yv9HgBbzdvvfcm9JgAwK7YXfg09rF112R6h/fmyY5P0q1RN/larexGQe1nBs3Vj/pkN7KKs1gfvR6AF3u+qCcLV2dXJvaaCKB3kFHBMhRnUMEsotKjiMuJw8PFg1GdRhm8/1C7hwj0DCRDncHx5ON26KEYn6+gtAAoH+HrBB3JeeJmbmmztClYwxnMz8+36D5pNtIcoy5tXL+ed92iNuuKdZfXATCy00i0xVqD95/tKjqIG69stGW3HAJL9eN2Qq1Rs/3adgCe6/6cwfutGrRiSPMhCAjsSNhh6+7JvNH3Df5+6m8eaf+IfE16lmxtNyTM1Q/JATXLbvg7pt3YGiPGJO0a0pUeoT0MZCHp0v6E/Q5x6vl2RnEGFcxic8xmAIa2GIqXq5fB+27Obtzb8l4A9sTtsWnfJKQTgc4qZ/lEXFpBGmW6MpxUTmYZSWsY9cLCQrPv0Qm68uWeWhr1j3d9zMA/B7L96naz+2EtJF0Y3nq4UXnc3/p+XJ1cicmKISYzxtbdsyuW6Mftxr6EfRSVFRHmE0bPUONZJIa1HgbAifQTtuxajVzPveUM+tnHGTRXPyyZGZQ+W1JeknzQbPmF5QyZP8Su8fxku9FmOGAoi1YNWtEhqANaQcuOa/YbRNQHFGdQwSwkZ/Chtg9VWeaelvcA9nMGVSoVT3d5mic6PiEfbpGcozCfMFycTM/CaA2j3rp1a7PvSS9MRytocVI5EeIdYvJ98sxgbrkzeDnjMkeSjtgtEX1mUaYcR3Boy6FG5eHn7sfg5oOBch37p2CJftxubL4ifqcj2o6oMmamZDcuFF5AJ+hs1reK5Jbk6p26V2vUcoxBS2cGa3uK31z9sMQZbOzXGBUqSjQl8hab9MJ0DiQe4NzNc2a1b032xIu/IZJuGJOF9Fv0T7Mb1kZxBhVMJqckh0OJhwDkgyLGkB7cw9cPU1xWbJO+VSTcN5xlI5exanR5Zgt5dG+GQZfqgto5gwcPHjT7Hqm9Rt6NzHJepc+XWpAq79mUlsolI29r9iXsQ0CgU3AnQn1Cq5SHZNS3xGyxZffsjiX6cbux5ar4nVY3iOwT3gdfN19yS3M5e+Osrbomo9FpCPguALev3ORnRYoT6OHiQUPPhibXJYV1KdGU1Hr50hz90Og0pBWIzqs5zqCbsxuNfBoB5QNnab+1vexGXHYc8TnxuDi5cGezOwHjspB0amvMVrsNIuoDijOoYDI7ru1AK2jpGNSx2sDNbQPbEu4Tjlqr5vD1wzbsYdXI+37MWOoB64zwLQmVYcnoHiDEOwRXJ1d0gk6uI9jLvkZdmiG+p4U4SKhKHpJR35ewj3x1/d9HJ1HfQ8tcybzC1ayruDq5cl+r+6os5+LkIp9c3R2321bdk5Hi6Wl1Wjm+aMUlYlOyAEl4uHjIcfpqu1Rsjn6kFaQhIOCsctY7PGcKlVcV7D2IlHTgjiZ3yBldjMliULNB+Lr5kl6UTmRKpE37WJ9QnEEFk6m8f6MqVCoVjUsb691jS0o0JQap6CzZ9wNirC2AMl2ZHJDWXBYsWGD2PZYEjgVwUjnJmVMqG/X0onSz+2ENZGfw1oxxVfJo17AdLQNaUqotdZhBhC2wRD9uJ6Tvf1CzQfi6+1ZbVhow2MNuSE5PoGcgzk7OgGWHRySkYPG1dQbN0Q+prVCfUJxU5v28V95vLNuNQjvbjVs6AcZl4ebsJg8y7LU1qT6gOIMKJnMwUZyiH9J8SI1lXx/+OgD7E20fM+zbg9/i+j9X3tv+nnzNUqPu5uwmG0VLY4ZZkl5Lnhk0I1aYRFVG3R4j/IyiDC5liLEDpVmfquShUqnkfYOSrv0TqO/p6GS70axmuzG05VD5Hlsv+ckBpyvEGLR0EAnWiVEK5umHJREIJKqbGbRH9qIDiQcAuLvF3fK1qmQxuNk/z25YG8UZVDCJrOIsOUn4oKaDaix/dd9VAE6nnjaYpatrMooyEBDwdi2PZSY5Rqbm+a1IbfcNWpJey9JlYjA06vbc+3My5SQgbh2Qls2qk8edTcW9QYeuH6r7zjkI9T0dnfRdSvu+qqNLSBdccSW/NN/mp8qNBZy2dHsJWO9EsTn6YRW7UWkQqRW05Kpzza6vNqQVpJGUl4QKFX0b95WvVyULSbcOXz+s7Bu0EMUZVDAJadmufcP2Ju1Fefe5d/Fy9aKwrJArmVfqunt6SMuh1h7hW2rUx40bZ/Y9lsQKkzBm1L1cvUxKWm9tTqaKzmDFTDXVyWNQM3GgcTTpKGXasrrtnINgiX7cLiTlJRGfE4+Tyok7mtxRY3kXJxe6h3YHynXHVlTrDFqwTGwtZ9Ac/aiVM1hpRUHa9xjuG06eOs/s+mqD9N23D2ov7xeEqmXRI7QHXq5eZJdk/yOzGFkDxRlUMAlp+t2U0T3A9m3b6RHaA7C/UdfoNPLyiUVG3ad2Rn3LFvNPx1rTqPcN70vhp4UceemI2XXVFum77xPWR75WnTw6BHUg0DOQYk0xp2+crvP+OQKW6MftghR9oEdojxr3C0o0KBYPb0izyrbC0QaREubohzVXFAAy/i+D5PeSLVpRqQ3Sd987rLfe9apk4ersKg82lKViy1CcQQWTMGepB6Bnz57yg2xro17ZGUzJT0En6HB1cjUrZp+EdIjDUqPes6fxILvVIe1PNPcACRgadXNOQVob6XRfxZnB6uThpHKStyH8U4y6JfpxuyAPIpuaZjcA7mor7i219SCyfcP2jOo0in6N+8nXHOEAiTn6IQ16pbbNQfqMyfnJ8tYee9kOeUWhkjNYnSwkHTt4/Z9hN6yN4gwq1Ihao5ZTy5nqDKamppY7g3aaGZSWsyWnqIlfE7NP2IEY6w/gZtFNi/qTmmreBnJBEORZCkucV0dJLZVRlEFibiKAXtaJmuQhxxT7hziD5urH7YS5g0iAEK2o86dST9l0/9fozqNZNXoVE3uL+W6LyorkcDOWzAxKcftuFlpmNyTM0Q+pLYsGvT5hOKucxViFtwJt2wtj20ugeln80+yGtbGZM1hQUMCkSZMYPnw4gYGBqFQqs47Mq9VqPvroI8LDw/H09KR///7s3LnToNyJEyd466236Ny5M97e3jRr1oynnnqKK1cM963t3bsXlUpl9HX06NHafNx6xbm0c5RqSwnyCqJ1A9Oi4atUKvlBPn3DdodIBEEwmBmszegeyo26FMzVXMwdXeeU5MgBo6UYgeYg/XDdLLxJiaYEgBfWv8CAPwdw8eZFs+uzlIqHR/w9/OXrNcljQJMBAJxIcay0ZHWFPWdu65LismLOpYnZK0zZLyjRwrsFHi4e5JfmczXral11r0akQaSvm6+e/pqKNIisrWNljn5IJ6LNjTEI4OzkLC8vS4O4X4/9yuD5g5l3ep7Z9VlKxcMjlVMXVieL/k36AxCfE2+3cDi3MzZzBjMyMvjyyy+5dOkS3bt3N/v+CRMmMG3aNMaNG8cvv/yCs7MzI0aMMIhI/t133/H3339z77338ssvvzBx4kT2799Pr169uHDhgtG633nnHRYvXqz3atOmjUWfsz4iLfX1Ce9jsmEKDQ2lQ1AHvFy9KCgtsNkhkjJdGSM7juT+VvfLzmBSXhKAHH/PXKRRtqUj/NDQULPKS7OCvm6+uLu4m91eoGcgni6eQPkS1anUUxxNOirLwhZUNbqvSR49w3qiQkVSXhI3Cm7UWf8cBXP143bhbNpZtIKWRt6NzHr2Goc1lvcb2zKIcL46X28m0lp2o6C0gKKyIov7ZY5+SLbDkkEklH/W5Dwx80pCTgIHEw9yOeOyRfVZQsXDI5X3mVYnCz93P9o3bK9Xh4Lp2MwZDAsLIzU1lYSEBKZOnWrWvcePH2f58uVMmTKFqVOnMnHiRPbs2UPz5s358MMP9cq+9957JCQk8Ouvv/Lyyy/z2WefceDAATQaDd9++63R+gcPHsyzzz6r9woKCjJa9p+IvO+r0v6N6jhz5ox4MrCR6PhLuWnrGjdnN5aOXMqO53bg5eoFlDtEjX0bW1SnvExsoTN45swZs8rXZnQP4uhZGuFLP2j2iDUoHQDpFdpL73pN8vBx86FjcEfA9vtN7YG5+nG7UHG/qDmzW2fOnJF1xlZ2A6DrzK64/c9N7rdsN/wssxt+7n64O4uDudrMVJmqH0VlRbLTaantkD6rPe2G9J33Cutl+F4NspAGnkomEvOxmTPo7u5u8Qh49erVODs7M3HiRPmah4cHL730EkeOHOH69fK9UQMHDsTNTT+ERtu2bencuTOXLlV95Dw/Px+NRmNR/+o7kanlM4OmMny4mKWkS0gXADlGoT2Q8otacsIOykf42SXZlGpLzb5fkoWpyHseLRzdg+EI3x4p6aQl6a6NuupdN0Uekq79E4y6ufpxuyCvKISZbjdAlIc97EZGUQZaoTwVnWQ3LB1EqlQq2XbUZqnYVP2Qnm03Zzd83Uw7uV2ZJr637Matz24PZ1D6zrsEdzF4ryZZSLr2T7Ab1ua2OEBy+vRp2rVrh5+fn971fv3EU181jRYEQSAtLa3K2b4XXngBPz8/PDw8GDp0KJGR1SuSWq0mLy9PfhUUFJj+YW4zisuK5R91c5zBpUuXAtA5uDNgO6Ou1qgN4tNJDpGlRr2BZwNcnFwAy0b4kixMxViIC3ORRviVjbqtUtKVakuJyRKDBks6IGGKPOx1+MgemKsftwtyWCEz7AaI8ugccstu2GiPa0FpAYVlhUD54E+yG5YOIsE6h0hM1Y+KGVQs3Yda2W7YI2C99J1LOlCRmmQh6do/wW5Ym9vCGUxNTSUszPCovHQtJaX6o/tLliwhOTmZMWPG6F13c3Nj5MiR/PLLL6xfv56vvvqK8+fPM3jwYE6frjrG2ZQpU/D395dfd911l9zP2bNno1ar5UjpM2bMIC0tjZUrV3Lu3Dn279/P9u3biYmJYcGCBeTn5+uVzcnJYfHixVy+fJldu3YRERHBhQsXWLp0KZmZmXpli4uLmTt3LrGxsWzevJlDhw5x8uRJVq9eTUpKil5ZrVbLzJkzSU5OZu3atURGRnL06FE2btxIXFwcc+bMMeh3eno6P/z1gzhadm3AhcMXiI6OZuHChQb9zsvLY9GiRURHR7Njxw46d+7M+fPnSbsgjogPXzksly0pKWHu3LnExcWxadMmDh8+TGRkJGvWrCElJYXffvsNnU7HjBkz0Ol0/Pbbb6SkpLBmzRoiIyM5fPgwmzZtIi4ujrlz51JSUiL3ZcLPE3D7yo1B0wZx/vx5IiIiuHbzGgDnDp0jLy9Pr9/5+fksXLiQ6Ohotm/fzr59+zh37hzLly8nPT2dGTNm4KRywksQl5xnLp5JXFwcGzdu5OjRo0RGRrJ27VqSk5OZOXMmWq1Wr/6UlBRCQ0M5efIkhw4dYvPmzcTGxjJ37lyKi4v1ymZmZrJ06VIuxIp7W8tyy7h8+TKLFy8mJyfHoN8LFiwgJiaG7du3s3//fs6dO8fKlStJS0sjLUaU++YDm1Gr1cRHxQMQGSV+7ydOnGDdunUkJSUxa9YsNBqNXv2pqamsXr2a06dPc/DgQbZs2cK1a9eYN28ehYWFemWzsrJYunQpUVFR7Nmzh927d7Pt+DY0Og0+rj6sW7ROLltQUIC3tzcxMTFs27aNAwcOcObMGVatWkVaWppcb/xhsb/7r+4nMTGR9evXc/z4cY4fP8769etJTExk9uzZlJWVGTxrq1at4syZMxw4cIBt27YRExPD/PnzKSgo0CubnZ3NkiVLiIqKYvfu3ezZs4eoqCiWLl1KVlaWXtnCwkLmzZvHtWvX2LJlCwcPHuT06dOsXr2a1NRUvbIajYZZs2aRlJTEunXrOHHiBEePHmXDhg0kJCQY2AjgtrYRy5cv59y5c+zbt4/t27cTHR3NnPlziEqPAsSlO2M2IiIigvPnz7Ns2TIyMjL05NHaTzyolpCbwKr1q6xqI2bMmEFGRgbLli2TbcTqbasBcFO5oSsR65UCvzd0a1ijjZDqVavVzJkzR7YRbqXiKtXWA1urtRGrV6+u0kZI6NmICxeIiIhg165dso2IuxkHiKsAptiIyv2ePXs2bmqxv5eSLnHixAmiIsXv8GrqVavbiKioKJYsWUJ2drZc9tfpv8r7E70LvQ1sxOjRo/XqLSsrY/bs2bKN0CZr5f3GkZcj642NMOZHHD5s5fztgh04ceKEAAjz5883qXyrVq2EBx980OD6tWvXBED46aefqrz30qVLgp+fnzBgwABBo9HU2FZMTIzg6ekpDBs2rMoyJSUlQm5urvzat2+fAAgnT5406fPcTkw/Nl1gMsKIJSPMu2/6dEEQBCE5L1lgMoLTF05CcVlxXXRRjy/3fikwGeHl9S8LgiAIOp1OcP+fu8BkhLjsOIvr7T6zu8BkhK0xW82+V5KFqby77V2ByQj/t+P/zG5L4ucjPwtMRhi9crTYh1vf48gVIy2u0xxWXFghMBmh/x/9Dd4zRR6FpYWC0xdOApMRkvOS66KLDoO5+nE7cDDhoMBkhLAfwsy+V5JHyNQQgckIx5OOW7t7BhxKPCQwGaHlzy3la/3/6C8wGWFN1BqL652wboLAZIRv9n9jcR2m6seiM4sEJiPct+g+i9vaF79PYDJCm1/bCIIgCJfSLwlMRgj4NsDiOs3hSsYVgckIHl95CBqt4e+1KbLoOKOjwGSETdGb6qKLDsPJkyet6nfcFjODnp6eqNVqg+slJSXy+8a4ceMGDz30EP7+/vK+w5po06YNjz32GBEREWi1xsOhuLu74+fnJ798fHyMlqsPGMsgYQovvPACIMauCvAIQCfoiM6Itnr/KiPtzZGWZ7KKs1Br1XJfLKU2yz2SLEylticCwchyj1cw3q7eFsVZtAR5qSfYcKnHFHl4uXrJ99b3/T/m6sftgKVLxFAuD1tuMZHCRknPOdT+AAnU/vAZmK4fVrEbt7bSJOclIwgCQV5BuDi54OPmY5PwYNJ33TGoI85Ohr/Xpsjin7Tf2JrcFs6gdBK5MtK18HDDPR25ubk8+OCD5OTksG3bNqNlqqJp06aUlpZSWFhoeafrCWdvnAWQQz2YyooVKwBxE7VNjbrkDN4ywhX3zFkSpkVC3ghuQaxBSRamUtvTxKBv1AGe6vwUBZ8WsHL0SovrNAfpuza278dUefQME2OMSTpYXzFXP24HLLUbUC4P2W7YYN+gFMIo1Ec85KgTdHI2j9rsGbTGARJT9UO2G7VwBqXPWqwpJqckh4aeDVF/pub6u9eNOmfWprr9gmCaLKTYhGfT6rfdsDa3hTPYo0cPrly5Ql6efrLsY8eOye9XpKSkhEceeYQrV66wadMmOnXqZFZ7sbGxeHh41OsZP1PQ6DTyj7qUPN5UpH2UYFujXnmEX9vDIxK1GeFXlIUpWHNmUErFZ+vAxrIzaGRm0FR5SGGJzt08Z72OOSDm6sftgPSdSd+hOUjykA+R2GAQ2TygOaM6jZJTmt0svIlGp8FJ5SQ7iJZgjZlBU/VDthu1GER6unoS6BkIiANplUpls9UEqN5ugGmykH6rpIDnCqbhcM5gUVERly9fJiOj/PTSqFGj0Gq1zJkzR76mVquZP38+/fv3p2nT8swSWq2WMWPGcOTIEVatWsWAAQOqbCs93fBk5dmzZ9mwYQMPPPAATk4OJx6bciXzCqXaUnzcfGgR0MLg/ZySHBadXcTnEZ+zJ26PnDUDIDq6fEnYlka98sxgbRK3V6Q2I/yKsjAFa8wMhvmEoUJFma7MpicBQTzRHZN56ySxkRG+qfLo1qgbUP9nBs3VD0dHq9Ny4aZ4CEr6Ds1BkoctVxRGtB3BqtGreH/g+0C53Wjk3UiOJGAJ1pgZNFU/rDGIBMNVBVtSkzNoiiy6hoihrK5lX6OgtP5G+rA2lmu5BUgn4aTTvxs3biQpSQxu+fbbb+Pv78/x48cZOnQokyZNYvLkyQD079+f0aNH88knn3Dz5k3atGnDwoULiY+P588//9Rr4/3332fDhg088sgjZGVl8ddff+m9/+yzz8r/HzNmDJ6engwcOJCQkBCioqKYM2cOXl5eVQao/ichjay6hnQ1GB2uu7yOcWvGyUFO/7f/f3Rr1I3tz24n1CdULwyQLY26tNwjzwxWFSusoAB274ZBg8CEAOO1GeFXDolUHUKFvMSmGHWtFs6cgZwcuOcekCYAXZ1dCfEOIa1QTO0U4h3CkyueJCkviQ1jN9RqtqMmYrJi0Apa/Nz9jM7I+vj4sWkTJCeDnx88/jgY2/YrORJXs65SWFqIt5t3nfXZnpijH7cDV7OuUqIpwcvVi1YNWhm8f/HmRX4+NJPNl3YT7NSW+5s9yvdPv4STk6i8kjw6BYsrOom5ieSr8w2yUdQlVYWV0Wph2zZo0QI6dSp/3qrCGqFlTNUPcwaRgiBQHFNMUXQRgcMDcXItt++N/Rpz/uZ5OfD01/u/ZsvVLbx3x3uM7DTSgk9gGlqdVt5XXtUysW+CLylzUlC5qmj4cEPcgt0MygR7BxPmE0ZqQSrn084zoGnVE0IK5djUGfzhhx9ISEiQ/16zZg1r1qwBRCfN37/q/I+LFi3iv//9L4sXLyY7O5tu3bqxadMmhgwZoldOijm4ceNGNm7caFBPRWfw8ccfZ8mSJUybNo28vDyCg4N58sknmTRpkpKOjnJnsPLo/vD1w4xaOQqtoKVDpoqeKQJb+wRwLu0cdy24i73j9+LtXf7DLWWTiMuOo1Rbipuz4QNsDXSCjkfaPUJaYZp8WMTozKBGAw89BPv3w+HDJjmDtRnhV5RFTRSWFcr5hGsy6leuwAMPgPRI/fADvP9++ftN/JqQVphGcl4yvcJ6cTTpKKkFqaTkp9SpMygZ9A5BHQyWp2Ni4F//6kHF0KCtWsHs2XDfffr1hHiHEOoTyo2CG1xMv0i/xv3qrM/2xBz9uB2Q7EaXkC4G+8x0go5H500gVi1u7k/lMudiNrLi3b0c/PBPmjd2l+XR0KshId4h3Cy8SUxWjNGMFNYityQXX3dfedBb1eGRf/0LfvtN/H+3brBzJ4SEVF2vZDcyijLQ6rQW7bszVT9MHURq8jScG3aOvKPitquQcSF0XNxRflYrB56+mn2Vw9cP83Dbh83uuzkk5Cag1qpxd3anuX9zvffKssqIeSeG3L9zOSWcwkftg0sDF1p934rwlw1XfbqHdif1airn0s4pzqCJ2HQdND4+HkEQjL5atGgBwN13340gCPKsoISHhwdTp04lNTWVkpISjh8/zrBhwwza2Lt3b5VtCIKgV/add97h2LFjZGZmUlZWRkpKipKXuAJVOYP9G/dnlLo1E07D+d8ElsZ0I/KFwzT3b86AJgNwOXiIa1fLE8yH+YTh7eqNVtASlx1XZ/11Ujnx15N/sfO5nXJieXlmsKJR/89/REcQRItuArXJT3zt2jWTy0qjew8XD7xdq/8R+O9/RUdQmlX76COomKq78oliyQGs63y/Uh5qKU+ohCAITNuzgLM9Hkb1f6EEvT+UBoNXEhun48EHYc8ew7r+CUvF5ujH7YBsN0IMn62/FjsR+9VmOPUSoftX0TZlEmhdSApcQu+vnkenE/Tk0TawLUCd5zbvNacXbv9z43jycaBC1iKfckdj2bJyR9DDA86dg2nTqq83yCsIFSp0go7M4kyL+maqfpg6M5j8ezJ5R/NQuanACW4uuUnK7PJYvbLduDU7Kq2K1Gap2xSk77htw7YGTvOu47t4xvsZHvvwMR77+DH+9ea/iPSP5MorV0iabphvXdI9Zd+g6Rh1BtVqNUeOHGH9+vV6e/cU/llU5Qw6z/2Txd9e4c8N4PL7LDhzhtaNOnL5rcss2O1L8IjRPHCu/CFUqVS0a9gOqHujXhmDvMSnTsH334v/X7UKpFG3Wg2VBgsVqbjcU3lQURODBg0yuWzF0X11hz7KyiAxUfz/kSMwdqy4hDV+vPgvGO79kZxBS05Em8OVrFtG/dYPucT3h75n1o0XEFrsQ/BOI8N3L9n3jqH5Oy+i0Wl4/nnxa6jIP8Gom6MftwPS4ZGKdkN6ZnJzQVUUwtvN55KwdRRXZk9m5uDNqHQuZIauZO3lNXrysJXdSCtIQyto5cMTlWcG8/Lg1VfFsp9+CtKh1pkzxc9UFS5OLjT0aghYvlRsin6UakvJVYsdqWlmsPiKGMi6/dz2tPpWXMa/+u+rqG+ID59sN+w0iKxsNw4mHuTxyMc5G34WnZMOnUrHueBz/N/4/2Nj741ce+8axXHFevdIh0iUE8WmY+AM/vrrr4SFhXHnnXfy5JNPcu7Wj3pGRgZBQUHMmzfP5p1UsD3ZxdlczxNzPksbchNyEhDi4uBf/8JVB05f/k+0kLecFg8XD3EjDeDzzTdQIRe0LYx6dano5GVi6RDSU0/BqFHi/3/7DVq2hB07qqxbMrAanYbskmyz+vX333+bXNbU0b2rq7jCfeoUdO8ufqyAAEhNLRd7ZaMuObS2MurSdy7xbLdnCfcN50HPBzn04iH+M/g/OKucSWiwkCbvPMe6dQLulaL//BOMujn6cTtQeRApCAJPrX6K6cem8+ZbOo4ehZ9/BimF/Gv3P8CkoZ/xcs+Xua/VfXrysIXdqJiKrnJIKukZcnUVZwHHjIEvv4SHH4bhw+F//yv/HFVRm7BUYJp+SIfEnFRONPBsUG3ZDvM60OdcH0KeDqHpB03x7eeLUCaQu190Ju29olDZbvQJ78PApgN5suOTfBHwBQn/TmBsl7FoVBp+evgnVAtUeLbU33Qs6d65tHNmD97/qejtGZw/fz7//ve/efrpp3nggQd48cUX5feCgoK45557WL58ud51hfrJ+ZvnAWju3xx/D38KSwvp+0dfWmRo+NuthKYDhorLrZV57TXO7F3Ot7r9DP1pHK/OOQXYxqgvPreYVza+wpjOY1g+ajll2jJ5NN7YrzEUFoprPbf6KRMTI3pR8+aBka0HAO4u7gR4BJBTkkNaQZo8g2AKb731lsllzclLrFJBTzGkFj4+sGEDdO0qOoVgxKh728eo5+TAyJHwwQeNufxmNL7uYsimgU0H0jusN8+seYZnH2pBj15aKm9jrmzUbR0ixxaYox+OTm5JLvE58QB0bSQOIv++9Dero1azMXojI9qOoF+/1gb3fX7X5/J3e889b6HRgIuLbeyG5KR5uXrh4ybqZuVBpKcnvPyy+JLYutW0+ht5NyIqPcriZVZT9EMaRDb0bGhSKBifruVh09rNaodrsCseTTyAalYUbLRMLH3ngiBwceRFGj7UkPVj1+Pt4S0vHy95cgltA9vSv0l/hrQdYlBX+4btcXN2I780n/iceFo2aFmnfa8P6GnNjz/+yGOPPcbSpUt55JFHDAr37t2bixdtkzhcwb5UHt3/fuJ30ovSyXTTEKp2genTjR+lU6k4OHYQK7rADx6n0Z4QY0HKRj2r7oy65ORIe+1uFNxAQMDVyVV0rlavFtd7WreGivGqnnhC/PfgwWqXiqXZQXNDtVTMuVoTpgSOLSyE0lLD64MHlzuCYGjUpZnBujTq2cXZsnzaNmxLYWkhH/8YxZ498MEH4OXioyePJzo+Qfy/4ply3xQ5hEd0NOTni+93COqAq5MruepcEnMT66zf9sQc/XB0pJAyTfyaEOgZiFan5ZMdnwPwbMsPaR1o6AgCsiP4739Dly4CCxaIz2FFZ7CuZngqhqOS+mGN7CMS0iy/pSGeTNEPU2IM6sp0aAo0Btd9e/rKjiCUf+b0onTUGrU8W2rrQeThpYfJWJvB1X9fxaPQA2cnZ1kWKpWKL4Z+wYi2I+T7S9NLKUkUD9+5OrvKp9Hr8xYTa6LnDF69epUHH3ywysKBgYFkZlq2CVbh9qKiM1hUVsT3h8V9dp+PnI7rtXjobPzoP8CEEZ8SoHXjakPY+Ks4qpUecCn+XF1gEHD61oxYmG+YOFrWaiEsDF56CSrGkOzbV1wHSkmB+Pgq65cMrWR4TeW1irOQNSD9YFTnDM6eDf7+4t6lqigrM77cU9cp6WKyxO833DccHzcffjo4i9nOXeCBD/jqK3B2NpRHxRRg06YJdOkqMHu2+Lebs5t8Gr2+GnVz9MPRqTyIXHFxBVdzL0FxANEL3qvxflXjSISxD/N/G6ag1ULrBq1RoSJXnVtn8TIr240STYl82CPcN5xffoEZMyDbyO6QhARYtEjcrlEV0rMsDfTMxRT9MMVu5B7M5WDAQc4/dr7KMroyHQ09G+LuLO7XSC1IJdQnFFcnV3zdfA224ViLEk2JPNhr17AdaQVp3Bt9L5+P+Zzgd4PlEDJVyeLC2gvMu2sesZ/Gytcqrioo1Izer0JAQEC1B0aioqIIDa27kBQKjkPFGIPLzi8joyiDlgEtGddtHDSufrTs4+bDEKe+AEx3joTERHlTcHJ+cp0FApVG+NKyhkFYmRdfFE9d/Otf+jd6eUGvW2ErKh7HrYSlRn3u3LkmlzVlhH/wIJSU6M8CShw+DL17i5FzpJnBnJIcCksL5ZR0S0cuNav/5lBxdF9UVsT3B6eCSiDctROPPy6WqUoeJ5JPMKd0KJrm25k2TfyMUP+Nujn64ehUPEmsE3RM2vOl+MbhD/jy04Aa7+9+zxVot4Wc9r+wcUsZnq6eNPNvBtTdUnHlVHSp+WIaOg8XDxp4NGD6dHj7bdi71/Deb78VD20tWVJ1/bLdMHMQKWGKfpiy1zj3YC5owdnLMLyNOlnNmaFnONriKAjlNjM5L5kAjwDUn6lJfDcRV2dXiz5DTVzLuoaAgL+7P8FewUz9eypqZzXp/um0+nd5rEpjsjiQcID+F/szedhkrq++TnGseJhEyn5Tn/cbWxM9Z3DEiBHMmTOHnJwcg4IXL17kjz/+4NFHH7VV3xTshE7Qycs9XUO6MuOEODX/RrORJkfj/3jMVAAiWkBS9AkaeDaQjeLVrKvV3Gk5BnmJjaWic3ERnb/K3CmmoeLQoSrrt9SoP/yw6fG5aooVJgjl/qrU5YoEBoqzFPv2gVOZn7xknpyfbJO0UrIzGNiOOSf/IF9Ig+wWfDjsOXlXQVXyWH5hOdHqfbiO+JDUG1oWLhSv13ejbo5+ODoVTxLvuLaDqznRUOJHH+073H13zfc/2/MpPLUh4HOTr1eIm/Lqet9g84DmjO40msHNBgMVwsr4hnP1qopr18SFg8pxMKH8GaxmDGnxioKEKfphSozB3IPiARH/Ow3j+bqGuJJ/Mp/SlFLyT+bLqwpJeUmoVKo636tbcRCZX5rPH9f+AOB119dxCyw/oWNMFr3De9PQuyFpAWms77We61PFg4/1fRBpbfR+Hb766iu0Wi1dunThs88+Q6VSsXDhQp599ln69OlDSEgIn3/+ub36qmAj4rLjKCwrxN3ZnfSidM7cOINHGbw4/me4aVp4hLToNAaH3YGggmVe4tR9XRv1ypu+Kxp1YmPLY64YwwSrLht1M2cGIyMjTS5b0wj/6lVITwd3d3EGsDLt24vZEUpLYe9eFU38bgWQtVFqqYqxwqYd+B0A1xMfMeH58hmFquTxnyH/IcAjgLLA89BxLdOmic5vfTfq5uiHIyMIAufTxCXIbo268dPhX8U3Tr/IZx/61pitA8RQLAN8xAMBkZoFJCTUvd0Y0XYEK0ev5L0B4jJ2xUGkdEjkzjvB10gCFMlsnDoFRUXG66/tMrEp+lHTXmNBK5B3RAwybcwZdHJ1osF94inkrK1Z5XYj37Z2o13Ddsw9OJc85zyaZjTl+eef1ytnTBZerl58fpfol6wasIrExYmUZZXJg0gpg5FC9eg5g+Hh4Zw8eZLhw4ezYsUKBEFg8eLFbNy4kbFjx3L06FGCTMjWoHB7I/3odg7pzPILywEYdx4C73uk+nD7FWjcuDHP9n4BEE/5QrlRlzJUWBNBEOT0SdKotjzGYLhotYOD4cIF4xUMGgQdOsDAgaDTGS1i6cxg4xqW1StS0whf8lX79sUgDAuIZ3qkbb9btxruGxy1chR9/+gry8raSEZdo9NwvegKlHrzdMdxVEwuVJU8Aj0DeaffOwA4DfmWK1cEIiLKncGYrBg5/WF9whz9cGQSchPIL83HzdmNdg3b0bdwMpwbR9Mbb2LkPGKVvNLnVsqzdhuZMT+93G5k2iaHc8XDI5IzWNVW+mbNxF0zGg0cP268TG1nBk3Rj5q2lxScL0Cbr8XZzxnvLsaD2Qc+KEZIyNqaZXD4bMqBKQyaN4iVF1ea3X9TqBhjcN4RMXzdmJQx+PfVd1yrksXz3Z+niV8TMvwy2NphKzcW3CDYO5hQn1AEBHmlS6FqDNaNQkJCmDt3LllZWaSlpZGamkp2djbz5s0jxERHQOH2puIm8OlDprBljSf/dwh4/XWT69BqtYzuNJqeoT15ptMYNCdP0CZQzOxyLdv6GRfUWjVjuozhnpb3GMwMNs7WiqFjSkuhbVvjFQQHiwH65szRP1xSsYiFRl1b3YxkJWqaGTx5Uvx3QDUZlvScwUpG/UTKCSJTIuUfPGsiCIL83R5LFk+Rh2WNYeIE/SmV6uTxdv+38XTxRBd6ElrtZuZMcS9XiHcIOkHHxZv1L5qBOfrhyEh2o1NwJ1ydXdn2Zz9Y8xdvPdOmqkfKKC28WtDSrQ84a1h2flmd2g2AzKJMdEL5AFCyGyEe4fI+waqcQZWq/FmsagKvtjODpuhHTYPIgpPiPm2/fn6onI1P0UrOYN6xPEKdxf2TkiyuZV/j8PXDdTKQl+oH8RTwRe1FXHQujL9vvMHydFWycHN244MBHwCwfNByrs++jqAT5NnB+rqqYE2qfUSDg4Np1KgRTuY8yQq3PfK+n5BuuKxYxYPnimnfoA3ce6/Jddy8eZMGng049cDffPz4D7jcNZQ2PuJG8LrYM+jh4sHCxxey+/ndYvBrKhwgiRL3kDB0qPHpNBOx1KjfNHFpXa1Rk1+ar9dWZaJv2eKOHauu5557xD1O8fHgpakUeLoOw0RkFmeSpxaXoo5ePwrA6k9fMtjbWJ08gryCeKXXK+Ifg75n2zYxzEx9Xio2VT8cnYqDSJ1OPK/Vuze88IJ59dy8eZOJA8Qc8i0e/LvcGcy6VifhZTr81gH3r9yJSo8Cyu1GaWZjSkrEmb9qgidIcfa5UsUqtjSwyyrOQqsz3/E3RT9qGkQWRYsz6l6djOyXvoVHEw9x1lAA/zj9dJ51HXhacgal7+Cxzo/R5fUuBuWqk8UrvV+hgUcDUgJT2C/sp+BMQb22G9ZG7zTAl19+WW1hlUqFh4cHTZo0YciQIfVmecNaWPKgOyIVE83z53/Fi6++WuWMmTG6dxdHZLRoIcZBSUig9UXRyNbVCL8y8t6fM7faG2IYnNQAjUaMRRhoGFTa0plBWRY1INXr4uRCgEeA0TIjRohdk4JNG8PbG/r1E8/CFKTaLptAbLa4NzTcN5yYt2PYfGUzA5oYTmHWJI93B7zL9OPTEVrvZNfpK/j6tqNbSDd2xe6qN4dIKobo6Ny1Gk/jNkKyG25Obry99U1eefIV3nijh9n1dO/enR4BPdgUu4rRnZ6kuX9znFROFJYVklaYJuuwNSjRlMhhWaR6pWdFkx2Os7NoNqrb79juVsKMqpxBKUC9gEBmcaackcRUTLEfNc0M+vb1pdFzjQgYElBtPQF3B1B4oRDfKF/wL7ehYT5hgBhqxtqUaErkdr665ytGtB1BywDjQaKrk4WXqxcTekzg92O/4/KzC769fOl27lZu83piNzQ6jTwg0mgNY0bWBj1ncPLkyfK0bOURWOXrzs7OvPLKK8yYMUOZObxFvz/6ERQRRCPvRoT5htEtpBuDmg1iWOtheLsZ36fhaBSUFnAtS3Senl89jhd80vna2QnVc8+ZVc+2bdt49VaquvynHmfb5l/oum0PtBUdkYLSAjnavzUoLC3ExckFdxdx5i9fnS/PsoUfOCMWqinH54oV8Nxz4rHBLVsM3q44M2hONgxZFjUgje6DvIKqrPvdd01qkiefFP3w9uGNIdvwcE1dLBNLetPSvzXzZnsxcuRooz+iNcmjRUAL3hvwHh2COtClmejMSiN8KTPO7UJSXhKbr2zmWPIxrmReIa0wTdb/ivi7+xPqE0qoTygdgzpyR5M7eKjdQyZlonEUJGfw/M3zHEs+hq+7Lz1Ce5hdj6QfB18sP8zVzL8Z8TnxXM26alVnUHoOpDAyFa89/3hjfn65+tzDIM7Eb90qbjk2houTC4GegWQVZ5FemG62M1jT86LVacksEuMiVjUzGDI6hJDRNbfbYFgD1ElqvLt7Q7woC0EQ5AMldbHXOD4nHgEBHzcfXFe48vjQx/FqanwGsyZZfHznx/xn8H/kfNAV7cbtlMEouzibrVe3cvj6YS6mX+RGwQ3SCtL0U6Fa2YTrOYNJSUk89NBD9OzZk7fffps2bcTp+ZiYGKZPn865c+dYsWIFBQUF/Pzzz8yePZvw8HA+++wz6/bqNiajKIOMogwupl9kV+wuph2dhqeLJ2O7jOWjOz8yyLvoaFy8eVF+MG+UpHOyuSuq+++FRo1qvrkCEyZMkP//WLODRDwF03fuIahbEBnFGVzLuibnnbUGUw9P5Yt9X/DuHe8ybdg02aD7unjjm5whJhCVYglWRWioGK25iiG+ZGjLdGXkqfPw9zA8lWeMirKoDlPCQ5jKe7fi+x5PbsznF8tnOySjfj33eq3bqIw04+tR1Jq334EffxQPcVe2v6bI44cHftD7u3Pw7ZOWThAEtl3dxreHvmV/wn6T7slV55KrziU6M5p9CfuYdXIWTionRrQdwSd3fsLApgPruNe1o6isSA44fiL5BAAjW5u5PnyLivrx66+wcCGEvtyGeERn8M5mRmIqWYjk3DTxa4JKpUIQhPIVBb/GeHuLM+3VERYmvqoj2CtYdAYtOERS0/OSVZyFgDhJ09Czodn1VyTo4SCCHg6iVFsKX4l7sTOLM2nq3xRAzldvTaRBZCufVsS8FgNOMOjmIFwbGsY0rEkWlR3t9g3a4+LkQk5JDkl5SfLncFROpZ7imwPfsD56PRqddWf+akJvSu+NN96gQ4cOzJs3j549e+Lr64uvry+9evVi/vz5tG3blo8//pgePXqwYMEChg0bxqJFi2zaYUdm5/M7Of/6eXY+t5M/H/2T1/u8TsuAlhRripl3Zh6dfuvEf3b/B7VGbe+uVknlvRVPv/47/Pmn2fX88ccf8v8f6vU0AOtal9HGSZzpsPa+QcmAS8urclgZlZ9YoE8f8PAwdms50npPXJzRfG8eLh7ybKY5Rr2iLKqjpn0/N2+KMbOrOOxsFOkASWp+KlqdlqZ+ojFMyrf+CF9aJj6cvhV6z+ahh4wvr5kqD4Bdu8SD4At/6Iizypms4qw6mdW0Fom5iQz7axgjlo5gf8J+VKgY1HQQ/xn8H5aPXM7+Cfu58tYVMj/MJPujbLI/ymZKgylcevMSEeMj+OuJv/hgwAf0DO2JTtCx6comBs0bxDN/P0NWcZa9P16VRKVHoRN0+Lr5okMHSf1Y+Xt7i+qqqB8bd2dwSjefsoy62W9cORZpTkkOxRoxaLG0NGoNLA1LBTU/L5ItauDRwGhQaE2BhqKYInRlphsON2c3eVCanJcsDyLTCtJER9GKSHYjNTuVvwb/hdMgJ6OOIJhuOwovFbJ6zGrOPnyWjkGOn8EoT53HxI0T6T2nN39f+huNTkOXkC78u/+/WfT4IvY8v4eoN6JI/7902W5EjI+wah/0nME9e/ZwV8WcrZW466672Llzp/z3iBEjSEysn/lCLSHQM5AuIV24r9V9vNjzRX5/6HeuvXONQy8e4qG2D6EVtHxz8BvunH8nNwsdc9O49MAUlBbg6uTK451HQni42fVUTK7+SHsxUPn+5tA8UxztWHvfoHxy2LdSWJmAZjBpkmm72ENDwcdH9LauGe+ftGxnjlE3JdE8lBv1qpYG586F5s3h5ZdNa1eng5txjXBSOaEVtKQVptHErwlerl4mBw83B+k7LXZOg4D4KsOJmCqPwtJC/r7+G4cajWPFUnfaNxSdC0ddKt4Tt4duM7uxM3YnHi4evD/gfRLfTeTgiwf56p6vGNNlDIObD6Ztw7YEegYS4BFAgEcAH7/zMR2COnB3i7sZ120cUx+YyqlXTxH9VjQv93wZJ5UTyy4so9vMbg77g1ber1s/KefH8eyzltVVUT8u9B0Cj79I4vW6sRtVhaPydgrkrkGezJplWj27d8PkyWIGIGPUJgtJTc9Lxe0lxsg9kMvxdsc51a+anHkVEASB4rhiwlxEZzgpL4kgryB83HxoHtDc6oMS6TtNF9JZeudSGj1Y9SqUqbZj/InxjO40mvVp6+nsI+7JddRnJyYzhl6ze/HHKdHRHdd1HOdeO8f518/z0/CfeK77cwxtOZSOwR0J8gqS7Yafh59V+6HnDLq7u3Ps2LEqCx89ehQ3t/Jo4BqNBh8f6+37qo+oVCoGNh3Ipmc2sXr0ahp6NiQyJZJB8waRkJNg7+4ZIJ0kBhjW+gEaeDawqJ6KydXbBraluVsIZc7gnCQ6bdYe4Vc26vIeubC2opU2xYNSqWrcDW6JUTcl0TzUHDhW6lLr1qa1++mn0KuHCx6aWxvj85IZ2nIoBZ8UsPmZzaZVYgbScg+AZ8ITVWacMFUexZpi5ie/D92Wku56giBdV8AxjfqaS2t4cMmD5Kpz6d+4P2dfO8sPD/wgz6hUR1XyaNewHX88+gdHXjpC+4btSc5PZsj8IRxKrDpLjr2QvpP80lzQOdFB+xQmnpsyoKI8hrcXIxikF4vZhaw+Myhtn/DVD7LsWhzOiRNiRCpTWLYMvvgCduww/n5twsvU9LzUFGNQOkns0bqGlRGpvpXpHGt1DL+rorMhZS/K/TiXuH/FWXXPJug7+P1j+tPk0aqfGVNtR88W4gm79X3X0zy+OaD/2+YonE49zaB5g7iWfY3m/s3ZO34vfz35F10bdbV5X/ScwbFjx7Jo0SI++OADrl27hk6nQ6fTce3aNd5//33++usvxo4dK5ePiIigk3SuXkEmLjuOxWcXE5MZI1/LV+fj5+7Hvgn7aBHQgqtZVxmxdAQ5JTn262glBEHQ+6EdM/eouOnLAkaPHi3/X6VScX+HEQBkDRQf0roy6nJcvUp/m0xNzqAFyz0VZVEdNe0ZlLrUzsRtp/37i/8KueU/dE4qpzrZb1eiKSnPVlAQxPBufaqM4mOqPIK8gniq81PiH31/J/uyY4aJOJBwgLF/j6VUW8rIjiPZO2GvWXuDR48ejVqj5uyNswZxFAtKC+jXuB9HXjrCnc3uJFedy8PLHuZyxmVrf4xaofedxN3Li09Z7jBU1I+R3YeJ/wkWgwZb2270DO3JU52fom9jMZe6NIhUZ4h2o6YzZxI1nSiuTeDpmp6XmgaRxVfEZW+vdlWHlamIbz8xLmiDJHEiQJJJXaWzlJaJAe7Ourva8Dem2o6Xe72MK65cbHoRzTFxVlnKjuMoJOQkMGLpCNKL0ukV1otjLx/jrhZVr8zWNXrf7vfff8+oUaOYNm0a7dq1w93dHXd3d9q1a8dPP/3Ek08+yffffw9ASUkJvXv3VtLTVWDWiVm0n9GeVr+24vl1z7MztnxJ/VTqKR746wGGLhzKo+0eJdw3nKj0KEavGu0wIWmS8pJk59RNA4/Guorrkhawb98+vb/vbydGbb1SJoY0seZyT3FZsbx0UTnjRuO4TDF/m6m0v7XPyYozg5VlURVSiIuqRvhSjEFTnUEpGG5xmv5saV0Qlx1X/sfVETzycNU/HKbKA+CNvm+I/+mynEtHxHATjuQMxmbH8viKxynVlvJkxydZMWqFHOeyJtIK0ph+bDr3LrqXgO8C6DG7B1/s+0J+XxAEOszoQLeZ3Vh0dhF/j/6bAU0GkFOSw0NLH3KYPYR6g8j8EDj/DBXmDMymon7c3eJunARX8Bd1N6ckx6qfe3yP8awYtYJRnUYB5XajOK0xKlX5gKomajAbtVomrul5ke1GFc5g0RVxZtCznadJ7Xm08MC1kStBOeKyc12mpNMJOj1ncFiXYdUOVk21HY18GvF4u8cBOOcq6ubljMsOs1+/oLSAh5c9zI2CG3Rr1I2I8RE08jHtkOb13OusvLiSaYenWbVPehuHPDw8WLFiBR9//DHbtm0jIUFcxmzevDnDhg2jV4XTmB4eHoojWIk/Tv0B4WIogX7h/fQezhJNCSHeIdwsvMmvx38l2CsYDxcPdsXu4scjP/LhoA/t2HMRyaAHatwYdaYUv9HPgrOzRXV1qBRn4Z6W96BCJT/413OvU6IpMfmHszqkfT6eLp5yeAjJ8WkybS4cLBWPJJrCHXfAU09VmeLDkuWeyrKoiupmBjMzIevWb2BVSVQqExoKLVtCXJ6+g/zvbf9mf8J+fnzgR4a2HGpaZTVQ0aBz5WGGD6+6rKnyAOjfuD/dG3XnbNpZNP7ibNjljMuUaktxc3ar4e66RavT8tza58gqzqJveF8WP7EYZ6eqn5fSUsgv0LH8/CpWXf2TA8m79TJfBLg3wN25/HmIzY4lJT+F5Pxk/r3933x14Cu+vPtLbhTcIDY7lje3vMmykcvq9DOaQmpBKpnFmTjhjO6XOIbe7UqTmlfHq6Sifvi4+dAjcBCnsveC2h/cc7madZV+jfvVvuNGkAdMeU3o0gW9NIrVIQ3QoqPFfNqV/ZnaHCCp6XmpaZm4OPrWzGB702YGVSoV/gP9CYrXdwaXnFvCjBMzGN56OJPunmRSXTVxo+AGJZoSAFqntqbtY9UbN3Nsx6v9X2XVlVUc7HgQf50/uU65XMq4ZFG4I2vzfzv+jws3LxDqE8qmsZvwc696/59arSYiOoI1l9aw5foWkgtv6WhdhpaR6NmzJz2ri2qrYJT+SfDOEXgkWoMvkdDxazgjTmsPazOMpHGnWJ91mI92f6z34/nfiP8yvM1wOSaSvZACcw6L1jB7E/CVhTvAgZycHL2/g7yCWDFyGb1PJNMz/mPynMqIy46jY3A1qTRMxNnJmfHdx6MTdPKoUg4ZkYeYb9hUhg+nOk/GkuWeyrKoiupOE98al9GoEXiZZtMB0aeNS9R3BmOyYjh94zTXsq9ZzRmU0s8BrPz2/mpDbZgqDxB/mF7t/SpvbHkDOq/AWeNPmUsu0RnRdtlXU5HvD33P4euH8XXzZdXoVXi5ln8xN27A7NkQFSXutIiNlZx5FbzxJYSImRb6Ne5HF/oz75M3yMlozzJnFTsaio58+/at+U/Pm5S1Xc2a1GnEZMXwxpY3uLflvSTmJrL8wnIea/8YT3d52j4CuMXZG6Ld8Ne0I1fnxfPjaldfZf0Y2WMYpyL24ursTBlYzRnUCTpuFt4kxDtEXgKVT9nnNTF5iRjEmJ4ABQWQnW0Ys742M4M1PS/VDSJ1ZTrUyeJsmEcL0wfefgP9CDp3yxm85SBnl2RzNOmoHKvUGlTcZzyi9wgC7gqotrw5tmNoy6G08mhFLLEEZQeR2yCXc2nn7O4Mbo3ZyqyT4smkv574Sy/cjU6tI2l6EoVnCymOLaYktoTNIZv55slv5DLOKme6h3anTYM2rMR6uaKVaNFW5PedrjxzyQXfUsRpgLIyvfddH3qEUY9/ysWccbzcqdzRKtWW8srGV/RmCeyB5Az2SNFB165YvAMcKC4uNrg2uvNTtPpyOq3TRLlYa/9Pi4AWLHh8AYueEMMcaXQaOVJ+kzxM3/hjApYYdWOyMEZ1Rj3p1m+UuTMuAwYAefrLxNJmeWsGkI3PiQfEQw+jHwmotqyp8pAY120cXi7eEBxNuJcYYsTeS8XXsq4xed9kAH598FeaBzTXi0ZUWiqeW1q5+SaRPpPJyiu59Y4K58P/4Q7151x9+yrHXj7GA75P4JrbAVCh1YohhM6dg1Wr4KtPg7i24jUuvnGRr+/5GlcnV3bH7ZYHDG9vfdvu+47P3DgDwLDu3bl+HUzc1lUllfXjwba39g26iUHkrWU3bhTcIOzHMLy/8Za36sjPRH5js8aQnp7Q8FaIv2Qjq6q1mRms6XmpbhBZeqMUBFC5qHBrZPpMuv8Af4Lzb4WWqRSj1Jp2Q9ou5KJy4bF7H8PZq/qVKHNsh5PKiYkDJwKgayj+ttp732BxWTGvbX4NgHf6vcO9re5FV1r+uy+4CixcvZC1x9eSdziP0hul3HHlDoLygnjo1EP8dvE3cj/O5eTEk3x050dW7ZvBzODWrVuZNm0ap06dIjc312guyPqSWN3qHD0qBjYuLoaMDPFfiZIScUNJYSEek/7HHA932v/fvXzsshdXZ1eOJx9n6fmlPNvN8tm42nIwUYz43/UGMLF2/WjVqpXhRZUK7r+fNll/cDqs7tLSpRWkoRN0OOsgxMWvPHmoqWg0kJYGwcFisOoKWGLUjcqicpM6jbwXyphRb9kSPvzQ7Njf4g/aNH1nUA4ga8XA01Jk/PfueK/GsqbIoyJ+7n483/05bhTewNXJletR5zmXdo5x1HIKqhZ8uOtDSrWl3N/qfgZ6jefRR8UZ2+XLxfddG6TS/cOpRHnNooxiPv1XMO8PeRMfH3Bze0avrl69mlBaKjqQmbe2uCYlwcWLokl5/nlwdXbl08Gf0t5jCOM2PkE7/64EuAdwOfMyX+3/yiBIty3ZFbsLgJ2xOwkdqav1QYPK+tE9tDt/PfEXF9Iv8O3Bb61mNxJzxbBowV7B8vK+9IyEeJg3MwjiQC0zU3QGu1aatJYGeBlFGegE82RU0/NS3SDSyd2J5p81R1ukReVk+sExn94+BBeX51QuLiuWY5Ra025IK2Qv9HyBu1vcXWN5c23Hi71epE3DNqQXpfP65tftfqL4xyM/kpibSFO/pnzR4wuuvH6F3IO59DrTi7XRa/li3xdcePACHenISx1ewrO1Jx7NPLjhdwMn97o5/Cehp5F///03Dz/8MGlpaTz99NPodDrGjh3L008/jaenJ926dbN4n2BBQQGTJk1i+PDhBAYGolKpWLBggcn3q9VqPvroI8LDw/H09KR///56MQ9tUdZkPD2haVP9nf4eHuLa0eLF0Ls3qhI1H/xvN5dXBPN5MzHV28e7PqawtLB2bVtIvjpf3nt3wxd45pnqb6iBQ4eMh7+Y29eZM7ccGmuN8G8W3tTbGCyNXMPzwfmOgWblVAagVSvRsp83HEVaMjNYlSwqIqWTUqEymkWga1f47rvyzCKm0q0bvPm8/jKxPMK3YuDpSzfEH+gTO2qOe2OKPCrz+0O/s3bMWu5peQ9g31iDe+P3subSGpxUTnRN+YkuXVRs3Ajr1sG15Gw+2PEBLX9pyVmvnyijmL7hfbmnWwcCAw3GFkC5PNzcxEwW3bqJOaj/7//g77/Ri9d4dOWdqKef4NT/beBh158A+PXYr3qRC2zNyVQxfl3vsN5WOXFaWT+cVE6M6zaOHo3ErUtXMqxjN6RDT60aiA5GiaZEfq4vHWtCS+Ppcatk4UK4fBmGGtl5IcUA1Apas2dya3peqpsZdAtxo+X/WtLmxzZmtens4Uz3L7vjqRIPnaTkp8h240bBDb3c2rXhaqb4XTY43AChyHDiqTLm2o5g72BGdhpJz1BRd+y5opCSn8KUg1MA+Mz/My50uUDKrBQisyPp/UtvRq8azYWbF/B392f0kNEEjgrEr48fbiFuOHs413nWJb0nd8qUKfTr14/Tp0/zxRfiqbYXX3yRJUuWcOHCBVJTU2lp7hNyi4yMDL788ksuXbpkUuLtykyYMIFp06Yxbtw4fvnlF5ydnRkxYgQHDx60Wdla4+MDzz4LJ07A2rXQogVtom7w7ktzaeEWQnJ+Mt8c+KbmeuqAFRdWAKACxjz3rfnrkZUYOXKk0eurXKKJuRUb9WrKhVq1IfH06qfx/NqTVRdXAZX2C1qyRBx6KyxGkqGzZMnMYFWyqIj0IxToGVjtIQRzcXGBbz8VncH80nzy1HlWH+Ffz71OfJ7oDEYdqnnkboo8KiMZwhBB3Fd7Ktk+Rl0QBD7d/SkATVJfY9rHnSkrgweGCby74mf6/tWaH4/8iFqrZmDTgWwbt41jLx/j3lb3VlmnOfIYPRr6tWtBQY4HP7w2nMZFD1KmK9M7hWxLsouzyVXnAFB4wMRo6DVQlTx++FR0aC6nWccZlGalWjYQf9Mq5yk297e3e3fxVLGxkEruLu7yIQFzl4qr0w9BEGo8TWwpTf/dlMYNRNuRlJdEsHcwbs5uCAjyNpzaEpUo7p313eNb4xIxWGY7ANq5tEOFihsFN+yW8OGbA99QVFZEz7KetH2pLbmFucx8diZvvvImZ/PP4ufux+dDPif+3/F8MfQLo9lk6hI9ZzAqKoqnn34aZ2dnXFzEFeSyW/veWrRowRtvvMF3331nUUNhYWGkpqaSkJDA1KlTzbr3+PHjLF++nClTpjB16lQmTpzInj17aN68OR9++KFNyloVlQoef1zcGDR+PB4DBvNcH9GQfn/4e3JLasiMXgcsuyCeSgz1CcPrvdrvRVhYxend+9uPkP9/Ne1SrdsBiMuJQ0AgzFc8tSCHlTH38IhE41uxCY1s/pEMbrGm2ORZ3KpkUZGaUtFFRYmp6DQWpKv0cfORf4gqppay1t6fGcdnoKUUBBUPD25WY3lT5FEVv/0sHtJIK06WZ1NtyZ64PRxJOoJK60HiX5/h6Qlz5sC2rSrOFuwguySbzsGd2fLMFg6+cJBhbaoPlQHmyaNfPzHLxf/+Jx70T44Vg/4vPb+UK5lVxDWpQ/48fStVpc6J3t5PWqVOY/IQBAHaioHSczQ3yVfn17odyRlsFSAOYOQ9tbfyFFsbSw+RVKcfuepcynTib7Qx21EcV0zxtWK0JZZt7aoYt9VJ5ST/bY2ECSWaEs7mifvUQzuHmrSMbantmDVnFk5a0d2xx77B5LxkOcPI80ueR4WKhPcSWNlmJQICz3V7jpi3Y/hi6BdySlVbo+cMenl5yRlGAgICcHd3J7VCCPZGjRoRFxeHJbi7uxMqzbiYyerVq3F2dmbixInyNQ8PD1566SWOHDnC9evX67xsneDrCwsWwI4dvNBHTDul0WkYvXJU3bZbCZ2gk0+DDmxqgfNkhKrSBt3f6n75/wll6bVebtDoNPIMV8sAcYQvzwwOeMD0QGEVkWZFjcwM+rj54O4sDv1NNeqmpFCqKeD0yJFiyMf9+01qUo/iYvBXlQeeburfFE8XT5r6N6WorMj8Ciux/eqttAtFQQx/oOY0d6amlKpMiaaEox3Kg7KeSbW9Uf9i35cACJGvEBLoxdY9ebzyiji+m3r/VP545A/OvHaGB9s+aLJDYa48nJ3hs89g82ZwTxXXJAUE3tls5h4CK7D0rLiiQG5TXpxgnRltY/JQqVRkhqyR/7bGvsG4HPG3TJoZvH7LbsSfayLH9DSHK1fELCS//mr8fUsPkVSnH1JdPm4+RsN0xf0njmNtjpHyu/lxSARBIKQoBIDrGaKNbdewHS0DWlrFbuy8tlNcigIGDxhs0j2W2g6hp4DWWXSIT8ectqiO2jD18FRKtaV0S+hGzxs96by6M69//Tpv9n2Tnc/tZNETiwjxDrF5vyqi5wy2b9+eqKgo+e8ePXqwePFiNBoNJSUlLF26lGbNah75W5vTp0/Trl07/Pz0Y/H06yeGFzhz5kydl61T3N1p2aAlL/cUZwd3xu7iVPJJ27QN7E/YT2GZOMv1eMAdVqmzqrRBXRt1JdglAACNSpA3cVvK9dzraAUt7s7uBjODTfo/AN7e5ldazcygSqUy26ibkkKppplByS+VumYOhYVw/aJ4Y3RqMl6uXhR8WsDFNy7qhUOxhMLSQnn/nktuO3r0qPkeU1NKVcbDxYMJPcfLf687bFtn8Mj1IxxI3I+ryo0mZffg8nZXlmeUz6J3DunMy71eNjvvs6XyGDYMDv/6Gi6J4hL09rjNXEq3zmy7KeSW5HL2pvjD2iDvrtoEH9CjKnk81Kl8qf1YTO2XiuWZwVt7Bs/Eig+ZLqexHCrGHOLixBPkc+caf9/SmcHq9KOmQaQ6SdxL7d64inRA1aBSqXDbJU4OxV0THeet47YS+69YhrUZZnZ9lVl9djUArhpXmg83LbmBpc/Ky/e8jEoQPc8dJ6rIGVhHZBZlMvvkbAACnQJpsbUFwSODUalUzBgxg/ta3WfT/lSFnjP4xBNPsH79etRqUYH+85//sHfvXgICAggODubAgQN8/PHHNu9kamoqYUYCl0nXUlJS6rxsRdRqNXl5efKroKDAjE9TNb82eQV3DaCCsXOH2SzUzKKT8+T/99NaJ+/ks1VkqXdSOXFP2/LZwdoeIpFG9y0CWpTHCquUp9hsqpkZBPONelWyqIhUV5CnYbL5vDwxfhlY5gwGBYEv4o0nLls3tdSBxAPoEEfczT27mHRWxxR5VMW/BpTPDGw8f8Dieizh52M/A9AjrDupg0eRUnid3XG7a33oqzby6NVLxZ7XVuPmJP7YP7f2uVr1xRy2Xd0mf/cPd3jQavVWJY8RHcqdwZ0na+8MPtP1GUZ1GkWbQHEv4plr4rMR5t2kylSK1SGZDWOhZcDy/MTV6YdUl3RApTJSjEG3xpYFaG/a6Nb+4hRxZtCay+d7r+4FoFFxIzyamhYD0dJnJcQ7hN6uvQE4UXTCojosZc7JOZRoSvB29WZv0738O+3fNm3fVPRM9wcffEBiYiLut56Ehx9+mL179/LKK6/w6quvsnv3biZMmGDzThYXF8t9qoiHh4f8fl2XrciUKVPw9/eXX3fdJS5dpaamMnv2bNRqtTyCmTFjBmlpaaxcuZJz586xf/9+tm/fTkxMDAsWLCA/P18u+8eho0z0GgLAFTL56vNHiYiI4MKFCyxdupTMzEy9eouLi5k7dy6xsbFs3ryZQ4cOcfLkSVavXk1KSopeWa1Wy8yZM0lOTmbt2rVERkZy9OhRNmzYwMGL28XPrVGx7UqGfE96ejrLly/n3Llz7Nu3j+3btxMdHc3ChQv1+j1jxgzy8vJYtGgR0dHR7Nixgx9//JHz58+zbNkyMjIy9MoObla+1Ldu/zoOHz5MZGQka9asISUlhd9++w2dTseMGTPQ6XT89ttvpKSksGbNGiIjIzl8+DCbNm0iLi6OhRvEPSROeU5y/ddjzwBQFptBREQEO3bsIDo6mkWLFpGXl6fXl/z8fBYuXEh0dDTbt29n3759XCsRY8JpEhP1yqrVaubMmYOPStyndeTcESIjI1m7di3JycnMnDkTrVard09KSgpffvklJ0+e5NChQ2zevJnY2Fjmzp1LcXGxXHbP0T0ApMWlceHCBSIiIti1axeXL1/m9983AODpqcbHp7zfCxYsICYmhu3bt7N//37OnTvHypUrSUtLM+i3H6JOHzx3kaNHj3LixAnWrVtHUlISs2bNQqPR6N2TmprK6tWrOX36NAcPHmTLli1cu3aNefPmUVhYKJed+nf5/t82gSHs2bOH3bt3ExUVxZIlS8jOztart6CggE8//ZSYmBi2bdvGgQMHOHPmDKtWrTLod1lZGbNnzyYxMZH169dz/Phxcq7lEIb4450g7CMrq8zgWVu1ahVnzpzhwIEDbNu2jZiYGObPn09BQYFe2ezsbJYsWUJUVBS7d+9mz549REVFsXTpUrKysuSy06fP4MV3r7HqojiTcSLlBFpBy7DGw/hvyH/Jy9TXKY1Gw6xZs0hKSmLdunWcOHFCftYSEhIMbMQHH3xgso2YMWMGOTk5LF68mMuXL7Nr1y40Bad5sd0LAJxMPclL//s/q9qIjRs3EhcXx5w5c/T6fXpZKZSJenVvZx+zbURERIRRG/HBBx9QUlLC3LlziYuLY9OmTRw+fBjvTG8QxOd8T9R+k23E3LlzKSkp0etLRkYGXW925fMOn3Px+EV27NhBVJI4sGzbKLRGG3Hu3DmWL19Oenq6XHbz5jmAGFz80qV4Nm7cyNGjR2Ub4aETZXWz8KaBjVi9enWVNuKDDz6Qy2ZmZrJ06VLZRuyLFNOzlWaXkpOTYyDv4kTxN+zYtWM12ojZs2eTkJDAhg0bZBvh5CzKOzYj1mIbMWPGDLKysli6dClRUVHs2bOH1VtXk1gmrgq1d2lvYCPmz59v1EYsWbKkRhtx/Phx1q9fT2JiIrNnz6asTLQRb9wtprbMccthwbcLrGojZsyYQWFhIfPmzePatWts2bKFgwcPcvCDg0zdLdrIwrJCAjwCaJ7S3GwbYcyPOHz4MFZFsAMnTpwQAGH+/Pkmle/cubNwzz33GFy/ePGiAAizZs2q87IVKSkpEXJzc+XXvn37BEA4efKkSZ+nOm7k3xCcJ6kEJiP4fYyQfvpQreusiaVjuwhMRhgwuYnV6rx06VKV78VkxghOk50EJiP8e/M7tWrn012fCkxGeH3T64IgCIIuP19w/wyByQhxFy2UXUKCIIwdKwj//a/Rt8f9PU5gMsLUQ1NNqq46WUiMXjlaYDLCz0d+Nnhvxw5BAEHo3Nmk5owydtrvApMRgt56TBAEQfg76m+h56yewpub37S8UkEQus/sLjBZlPfs/X+bdI8p8qiOP0/OE9uchDBt9o1a1WUK338vCDz0uvw53f/nLsw6MUvQ6XRWqb+28hAEQdBoNYLvN75iH98PE9as01ihZ9Xz8seXBSYjOP/XS9BorddedfJo+l07gckITv9qJ2i1VmtSEARB8Hy7v8BkhI8XrrHofp1OELy9xWc1Jsbw/R8O/SAwGeGZv58xq97q5PHN/m8EJiOMXzve4D31TbUQQYQQQYSgVVsmrF3bdglMRmj0XiNBp9MJiTmJwoC5A4QOMzpYVJ/EknNL5OfpvVnvmXxfbZ4VjVYjOE0Sf3de/PBFi+sxlcxtmcLb/d6WP2fI9yHC2RtnrVb/yZMnreZ3CIIg6M0MOjs7s3Tp0iodxxUrVuBsYa7a2iCdRK6MdC08PLzOy1bE3d0dPz8/+eXj42PGp6meRj6NeKabGEy3YREIL0woXyOsC65f52y6GOKlR7u7aihsOklVLLECtG7Qmml3iyF0ri3/HYos34zcO7w347uPZ0hzcUY18/Au1Le2bIW372NZpc2awdKl8OWXRt82d7mnOllIVJdfVFp2smSJWOKOTuLNWZpktFoo05Zx+sZpOeuMJdwsvKl3f/+2NccYBNPkUR3jezyPCidQwcq0/9WqrprYuxc+/KwQeouzPv7u/hx44QCv9nnVaktmtZUHiCkZP77z1haeUm9enOBMbGz199QGnaBj4JNnAOjQoJtVwyFVJ49724oHDVwCr6OrxS6atII0kvOS5a04WVlQ7CI+aEN7WRZWS6Uqf0aNfQRLD5BUJ4/q9gxKS8SuIa44uVm2LaRNb3EWPsM7g8LoQhp4NuBI0hEuZ1wmuzjbojpBDFAu0aVvF5Pvq82z4uzkTEtP8bDQ325/y1ln6oKSxBL2v7Sf2feLewUD3AM4/NJhu6ecrQ49DRGMZBupiFarrfPAh8bo0aMHV/6/vfMOj6Ja//hnN70TQgu9ht5LAEFAkCooCKKCFLl2L/qzYQe5YOOqV0WaSJWOdJQmoRNCCQYIhECoSYD0nk2yO78/hlmyZHtJ2cznefYBZs6ZOfvlzLvvnPK+ly+TmZmpc/zEiRPa844uW5q80kVMV3PPT4FndCy88oqY/dzO5BXmoVq+hLP3lwl2CHnUbtc29tKgUChoVUcMAnrFv8i6LbL3GdVyFMueWqbNz3o7QsyGUKPIA3cX69bJmMLS/MTmvEBpN5DYMRVdcbq3Fn+lND7xnD8PTaqKjpstazareFZh8zObtf+WFuKbwtYXShelCyFVmwNQt8Vdm65ljJQUMSwozXaAUo2r0pVTL5+ia52udr2PvV6wX+3yqtjng66Q7hnJmDFi4iN7o9aoafVLK74/NQuA3s062PX6xvQY1epJAAqEPAoFy9IaFueH8B+o+0Nd/m/X/wFw9HgR+ImDAG0aWP/WZWzdoLUbSIzpYewl0pbNIxK1A2ujEBSoXdTEHY3D192Xmj5i1gBbdnSPbzteG+6qaZD5AbFtfVaGtBXXtg7pMMSuLzDF0RRpuDjuIh8N+YgCNzFH5Z4X9mhtbnmlxOuCIWcvMzOT3bt3U62a/oWq9iI3N5dLly6RnJysPTZ69GjUajWLFi3SHlOpVCxdupTQ0FDq1avn8LKlSc96PQkJCiHHTWBDJw/o3x+LI6CawbIzvxGcO5Oj979m+5p22g4IVK9uPABq06BmAMQFgmav/XZ3xUeHA1DXw8YArEVFcOsWZJSM+WipUTelBfAgcKweo96rF3z4oZiVwlrqV7n/A+d7h2MnCmkSKBqmO9l3yC6wbuTZTemOa464C7CGTw38PPzMqmeOHqYY3GwgALV99Y/e24ogwKR/qYiPB+/eYnywaY9M0242sCf20APEgOUjW4wEwLPHUs7E3OOtt+3/Erkvbh8xKTHEJIvxVzrU6mDX6xvTY0jTIVonQto8Zg0PB5z2q3UXlGqUuGidHWtwxMigMT2MBZz2auxFg88aUGui9ZsC3VzcqIb4m3/lH/HFUXoGrqZa7wx2pat245UlTpKtz4r0IifFlHQEN2ffJONIBg3TGwLwWMPH7P4C6QiUX3zxBS4uLri4iOlOxo8fr/138U9gYCArV67k2Weftfpmc+fOZdasWSxZIu5e3b59O7NmzWLWrFlk3P/RjYiIoGXLljpbyENDQxkzZgwfffQRH3zwAYsWLeKxxx7j+vXrfPvttzr3cFTZ0kShUPBihxcBmD+hJc/672FV1Cq73+f3qFWkeWjI9hB3l7at2dZ0JTOJijKeIaKqV1UUgMoVLh7fbtU98ovyuZh08UGsQo2G27fF0Eh1gqzLlKNlxAhxuviPP0qcstSom9JCI2iMGvW+feGrr8RYg9ZSw6cGrgpXUAgMe+YOgV6B2rR31hr1K1dg+ETxB6JxoPkG3ZQe5tA5WNwZGHknkpMnxR3X9uT1H7ezo0ELXJv9TW6tv1Gg4KVOL9n3Jvexhx4SL3YU7YbQ8TeY2oRF4Sv1dWGbmHtkGQAKjZghwd7OoDE9XF1ctc7IjJ+ukGPlRm4pQLf0UuRd636gev/aNo0YzZghpqT7979Lniv+EmlqFq44xvQwFpLKp5UPjWY2ou5btmWTqhsk1le+Ko4dSc6btSODmiINO/vtRC2o8XLxIti3ZEQPQ9j6rEhp6c7eOUvO1Ryy4mwPXl6c9MPpXJ95nQKXAiLaRwDwVve37HoPR+HarVs3Xn/9dQRBYN68eTz++OOEFM+pi+ic+Pj40LlzZ0aNsj7K/H//+19u3HgQuXzTpk1s2iQGEh0/fjwBAQEG665YsYLPPvuMlStXkpaWRrt27dixYwePPlpyatNRZUuTCe0n8Mn+Tzh17yyn7p3lyM0jPBXcFx/fqmLuYxu5knqFYwnhKFAgIBASFGJzzLniDBpkPA5VgGcArko3CjWFbHG5QuuEBDCwRtMQZxLP8MiSR2hUpRFxb8XBpUvcdhWnjurWbWV12wGocT8A6L2SqYssHRk0pUV6fjpqQVy/YihEhK0oFUpq+9fmZsZNErLjqV+lHk2qNiElPoWraVdpX8uyUeGY5Bhe27QQmojGtKkFb/em9DCHTsGdADh+PZJu/9nLs69dZ8379nHW1l/YwMK05yGwiFovfMhtDQxsMpAGVcyLhWYp9tBDon+j/tTzr8etzFvgAQx8lxffeILu3avatOZUIjk3mb+ubwYFFJCLAgVtapi/5sscTOnRNLApZxLPsOHAOSb1GGHxiLlao+ZS8iUAWlUX7YTN4aju09jISgnp2S5QF5BVkKUd4TSFMT1MxRm0B/Wr1ycyNZLEHHEaXXKgrV1isnDLQv6pI641bly1sUVLz2x9VlpWb4mnqydZBVkMnzacOyF3ODfrnF2mjIs0RUz8ayJ96/fFZbALqepUgn2DGdrMhimdUkQ5ZMgQfv75Z+bOncvEiROZOXMmP//8s87np59+4quvvmL06NEozQkkZoDr168jCILeT8P7UT779u2LIAjMmDFDp66npydz5swhMTGR/Px8IiIiDHYMR5UtTYL9ghnSTFzf4O/hT3xWPN+81ErMXm8HFp4SF7Y2uz9da++3+zVr1pgsU8tXnL4IawTs3Wu8sB6ik8RRwJCg+y8vMTHEVxENS90qNgZHl6Yjkko6fJaODJrSQrqOv4c/Hq4l1/ecPQtxcdaloiuONrXU/SkSaYTFGqO+4/IOwvJ/gKa7gAc/EOZgTt8wRfNqzfF09aRImQ0TB7Iu69/EJNkee+73qN957o9nEZRFdPN8Dhc/ccR2UodJNl/bEPbQQ8JF6aJtq4+bD/gk0+y1j6hp/cynDj8dW4RaoYIUse+EBIXg425FYHcjmNKjpu/9L9PvC/7aY3kGo7i0OFRqFV6uXjQKbMStW7D3xP2sRf62jaIZw8fdBy9X8UXekqliY3oYGxnMjckl93Iu6jzbNkoUT0kHttkNVZGKd86/w8JB4u+PpevobH1WXJWutK0hzoAda36Mix4XWXRwkYlaptEIGl7c+iLbPLbxxYtfsLuHGK7thXYvWByEvqzQ8eyktXIy5QNpqlgKEDynTSY3fv8Ftm2z6bp5hXksOfYL8OCNskPNDjZd82HMSRvUukZrAKJqAnssXzd44d4F4MHbPSNHcvvJx4AHBsxqjDmD9zXLKshCVaQyeSlTWph6u+/VC5o0ETMc2II06jHr53j27YPmQc1pHtTc7BGK4uy6Iho7isTYaZY4g9amlCqOq9JVu8ZVmdwGwUXF6GWvWTT99jC/RPzChM0TRMPe4UW+GfsyNzKu4+fux5PNn7S5zYawhx7FkZxBKWXYaRYRkWh7TLJCdSH/OyraDb8ccbrN3i+RYFoP7Y5Ml0J2nDll8fUvJIl2o2X1ligVSjZtggWr7mct8rPNGbx1C6ZPF3NH68PSzWdgWI+cghzyisSZEH22I+ZfMUQ0jyBlh205vCW7Ef1XNPHz42ke1Jw6fnWoH2D5C/fRW0fJV+TjWWC53QD7PCvSrELbLNEp/OTgJ6Tnp1t9PUEQmPrXVFZGrcRF4cIvT/7C3hvi4MYL7UsvCLytKFesWIGlH5nS4YmQJ6jhU4P0/HTaVG9DvhtMexx48UXDYe7NYN2e70lV5NEgHW6liAupu9XpZp9G38ectEG96vcCIMkXkh61PAxMdLI4Mqh1BoH4+1MZNr/hG3EGq3hW0b7tmWPUTWlh7O0+Lw/tuihb9xlIDvLZK/Hs2gWfPfoZl968xKv3d6+bS25hLoduiDvAFZ6WLwK3NqXUw0h9tn31LlDoyfncfSw+s8RErZIIgsAXB77gzb/eREDgtc5v8OuIX1l9TgyzNbrVaLzcbF+aYQh76SHROLAx/Rr2Q0DQrpF6bedrZOcWcfmy9df9/cxGskiArFo0bSFuU7a33QDTemhnAoDrin2GEgUZRHqJbF1dfBk9dAjwt880cUqKGJHql1/0n7cmC4khPSTb4+Higa97yfBmBUniTla36m5m30sfkt24dfcWSRuT6BTcidvv3Ob3Ub9bfK1d0eJMgl+euNnMUmfQHs+K1GfdGrjRIKkBaYo0PtxpXWY1QRB4/ffX+eXkLyhQsPyp5WSoMijUFNKxVke7L6FwJK6WZhRRKBRMmDDBMa2R0cHNxY0X2r3Ad8e/o4ZPDRRJCta1EXgjIoXeL7wgTq1asdV+/uHvwQvGq0KYnXsZBQq61LYyJp8BpkyZYrJM8dHIvx8JxtKtSdI0cXFnUFr7YzdnUM+aQYVCQTXvatzJvkNSTpLJe5nSwtjIoOSLurmBkSW1ZqEdLfWPJyzM+tRSh24cokCjgoy6CP7iS4klRt2cvmEOWqNeKwbP9V+Q33sab+x8ky61O9ExuKPZ11GpVWw695f4jwPTaVN9OqqifNZfWA+I63cdib30KM6LHV8k7HoYqXmpBHoGEnU3iuYTfsL15DucPQuBgZZf88a+oRA2gyB/PxKDxawKoXXsP5NkSg+dHd1N/2Lv3s+YPNn86/du0Jv3erxHaN1QNBoxliQj7GM3JLORnAwaDSXSM1ozMmhIj+Ivkfqe5cIkcQrdvbptIbYkBznJL4nMY5kIBQIKD+tsx+772a4UbmJ9S6eJ7fGsSH02ShXF11e+5t/V/83C8wt5st2T2qVZ5iAIAm9ufZMFcQsAmJk+k3HtxtF9cXdAnCKuSCivXbuGJZ84R0YylSnBxPYTATEHrNS5/tvbBcLCDAZFNsqhQ6xfkMrUE9BiiHi9VtVbmR0WxFxWrTK9+7m4Ud8tTTuaSaYqU+v4tareClauJKtLWzJV4rZSW9/wjY0MgmWbSExpYSy/qHT76tVtjy6k1cQvnshISE8X/6kRNA92ZJvBnqv3p/Rvh4JCwNfdlxo+Ncyub07fMAfJqP9z7wzv9Z4Kl4dRKOTz1NqRXE+/bvZ1ivI9yV+yEzYvpy8zePllBdsvbydDlUH9gPragOaOwl56FGdUy1H4uvtyI+MGL3d6GaVCSb46l5s3YdIkLA7YnJkJP3wdAAen8+nIMdzJvoOLwsUip9tcTOkR7BuMp+v9XLZ1w9mxz7Lgx482eJQ5A+cwutVozp8XA04rAu5PE9voDEqR19RqSNPTLGtGBg3poc1nrsduaIo0FKWKi4ztNTKYEpCCJl9D5okHW/cL1AVmX+dO9h2i8sTdwBleYvQQS0M12eNZaVGtBb7uvuQU5tDuxXaMChc3xU7aNMmikDNLzy5l3j/zUAgKPjr8EdM+nUZMcgwn4k/gonDhubbP2dzW0kTZoEEDLP3IlB5ta7alfc32FGoKaVOjDR/3+pjVj4tvIsycCX/+af7Fiorg3/+mQQb8WO9lLnqL600c8Xb/2GOPmSzTsEpD7XrIXv5tYNcus69/MekiALX9alPFswrs30/8DTGTSoBHgN5pE4uoXx9eeOF+1OGSWLKJxJQW5owM2iMUnWTU3YLiEQRxeuyV7a8Q8HUAf1w0P/7I7qui496xobj5qElgE4tGGc3pG+bQtGpTAj0DUalVDHrhPHUjVuKW2YybmTf4O+5vo3X/jP2TD/Z+gCCIMd0vnw0i+N4E1qwBV1dYGbUSEIPjSn3UUdhLj+J4u3nzdEsxFlFqfiqRr0Sy+5NP8fAQlxwbWtOmD42gwc9PYNcu+Ne/oHZXMSh/u5rt7BqBQMKUHgqF4oEToRSISDb+f22MsDAAAUXA/WliG9cae3iA//0luPreI60JPG1ID2OB6otS7u82U4BbkI3O4P2XyGyPbPLc80gPS2ft+bXU+m8tJm2ZZPZ1/ooVR9+ba5qjUqhwUbjQIMAyf8Iez4qL0oWutcW4fzFNYpgmTKNxcmM0RQ9CfJlDn3196Hu+L+/vfJ8Pv/oQtyA3fo8Sp84HNR2k3SBZUTBo5aKjo/nrr7/466+/iI6OLs02yTyENCK4JWYLs/vPxmfiv+Ctt2D4cHjkEbOvk/HVDIiKEueIZs/mRLxo1B2x7ufixYsmy3i4elDPX4x43WLSe2JsPz1BnvVR07cmM/vO5PUuYvJxwsK4fd8I22VHYHAwrFgBX36p97QlRt2UFsayCNjVGbxv1AW/24Bw/4cQsguy+eeOeWnpMlWZZORnoFQoGTuiCmD5VI85fcMcFAqFtu9GpUSwd3sgMR8dYNETi5jS6cF0UkxyDEWaIlLzUtl8cTP9V/Rn2OphzDk2h8mz9rB6tbjaYt06qFVLTLMn/XCVxgJwe+nxMJLd2BC9gZCgELp0gQULAIWGGTPE7m0O807Oo8dvPcirtZ9ff4WTCaLdcMRLJJinR/ERpUFvmD+rkJKbwoHrB7SOVFgY4J2CRiluBKvtZ3sQc2OTCtZMExvSw5jdKLgnjti5VnVF4WLblIK/h7/25TrJL4m0sDT8Pfy5m3PXonSWh26K64y7dxSnUesH1MfNxTJH1V7PitR3I+IjaPdrO3a/u5sjrxwxGWLrwPUDZKoySdqSxK0Pb/H5xs+ZOmUq/l390Qga7UtkRZsiBj3O4NatW2nSpAlt27bliSee4IknnqBt27Y0bdqUbTbuYpWxjufbPo9SoeTYrWPaAMHqb79h2RdPUeRnXliHwquXeeTObJ56FhLnTEcTVJWTCScBCK1rf6NepUoVs8ppwxS0DobCQrNHBxtWachnfT7jk0c/EbfZ3rjB7Spid3ZkeAgJS6Z7TGlh7A3fESODRYo88EwnLOzBblBzjbq/hz+3/u8Wl9+8TGK2btwxczG3b5iDZNRPxJ+gRQtoVK02L3UW4w0KAlxKvkSLX1rg9h83gr4NYtT6Uey/th9XpSsDfN5h+X/ETUw//gi9xbS3rD2/FrWgpmvtrrSo1sJubTWEPfUoTt+GfanjV4f0/HR2Xt4JQM/hl6nxaWdoeIAXX4TNm41f4/iFeD7c+zEn4k9oY/NFJIjBdB1hN8A8PZoGinajVbVWjGo50uxrh10Po9/yfgxZNQSN5v7mET9xarCGTw29oZ0sxagzaMU0sSE9jNkN7XrBGvZJySnZjmT/ZDKPZ9ImQNwYEZMcQ36ReTkPfxvxGxH/itCGdrEmPZu9nhWp70YkROBZz5OmDZvSvJqY4lIQBFZFreLl7S+z8/JOjt48yuIzi+m7rC/9lvfjrRVvEf1sNGggeEowtV8RXyCO3DzCjYwb+Hv4OzT6gKPQcQb//PNPnr6f5uDLL79k8+bNbN68mS+//BJBEBg1ahS7LJjKk7EPwX7BDGg8AEA7DD1687NM3jaFWYdmib96775rNDzLz/d2cKEGHA3xwvP5CcQkx5CpysTL1cshO548PT3NKic5g+FdarK+NdaFzdkn5iOObyk6gTaHlZFQqcS8Urm5JU5Jb+PmTCuY0sLYG363bmIquhEjzGmwcbzcvAj0FHcOKKvEExAArauJb8Jn75w16xoFBfDppwruXmpC7P04Y5Y6g+b2DXOQjHr47XDtMY0Gvv5adO6OxEbh4fLgB755UHPe6f4OV6deZXr373BXePP55/DGGw+uueIfccistN7u7alHcVyULoxvJy5zkEYs/hf+P+65nMXzhbGo/a/y6aeG41deuarm8R9fJqcoixDvUF7p/ApFmiJOJYjhXBw1MmiOHpIj0bhqY4Y2G2r2Gsjjt44D4myIQgFHj8JrH9pniljCnJFBS6YjDelhbHmJRz0PGnzagOAp5mf3MIY0q5BePx3vFt5Uy6xGVa+qqAW1diOfKW5/e5vGUY1JyxEXU1pqN8B+z4o0o3D+3nmddJxJfySxvft2Xtn+Cr+e+ZUn1jxBr6W9eGn7Sxy8cRBXpSse/h64BLpQ7alqhCwI0S6RkezG6JaOjT7gKHScwf/85z+0a9eOqKgopk2bxogRIxgxYgTTpk0jKiqKtm3b8sUXX5RVWys10g/TyqiVCILAmFZjAJh5cCabFv0ffP89DB4ML70Ely+LDmJmJoSFcf7eeT4L+wyAr5/8mUCvQG1okNC6oQ4JinnNzKB4kkFY4HqWcaMg/e8d4gihEfLv7/S8lXFLPLBTHPW4HSIGo7XbyOAjj0C9emjnU4thyTSxKS2MveH36iWmorMhC6QOkjYbdsVz8CB0rN0WBQoSsxNNjlYUaYr4O6yQL7+EUaMg7v4otaVv+Ob2DXPoXrc7ChRcTrnM3ey7gBig+9tvxR/6byY8w4qWGSS9l0LSO+ls7n+J7wZ9R/2A+vTqBSdPiinEJC7cu8DpxNO4Kl1LbQG4PfV4GMlu7IzdSXJuMv8d+F861OpAvss9/P/dnwVrbuF6//FPTRUd6YICWLYM2r/7MTl1/oQiD34euAgXpQtnEs+QW5hLoGegdiTF3pijR/HAx2+8IeYEvmJGDOSjt44CYv53hQJatoT2vewbcPr77yEmRv9yY2vWDBrSw9hLpHczbxr9pxH13q1n9n2MIWnj+aknXf/pindTb22czzOJZ0zWV91REfdRHOeGniP2TixgnTNor2eltl9tGlZpiEbQcOyWGINTnavm2qfX8Ivw46u1XzHKYxTta7SnfkB9+lTvw6e9P+XaW9dYMHYBnQ50ouWalihdRRcqrzCv1KIPOAodZzAqKoqJEyfi41Ny6tHHx4dJkybZNY+mjPmMbDESHzcfrqZd5fjt4zzf9nle7/I6AgLjkhdy4I1hogO4eDE0by7GIQkIIG30Ezy1aji5hbkMaDyAyR3FGAwHbhwAoE+DPg5pb8+ePc0qJxl1T1dPilxgZ41MOHzYaJ3TCacZu3EsXX7tgpCXp81ecruG+NZoN2fQnCwkZhh1Y1oIgmDUqNsb7Ru+Rpwa8/Pw08Ztk4yiIXZe3snIYzWh/8c8MVzDtXTRMFtq1M3tG+ZQ1auqNqe29ILTtKnoCNavLzoIY0d7EFylKvVrBtCmjZjRRaJdO91d2tII2tBmQx2WGvBh7KnHw7Su0ZqOtTpSpCli3fl1eLt589e4v2hatSmZyhs8u687R24eAcTwpf7+4OldxORVH5LbUczPPvfxJQxsLwZ6PnD9ACDuyHXUxhpz9JDsRlxaHBG3T3Kn/s9s3Wq8Tl5hntZxeaTeg7XWUmYNe9mNpk0hJAT0/IxanL0IDOth7CXS3kijpokFiQ/aVU9s18EbB43W1QgaOi/pzH+f+C+FPQq5rroOWDdNbM9nRfrtk/q0i7cLHY90JKBHAG3Pt+XfH/2b/73xP1Z+upIZb8zgjfg3tH3Eu7k3Lp4PwrptjdlKVkEWDQIa0LtBb7u1sTTReZo9PT1JTU01WDg1NdVhUxoyxvFx9+HpVuIU/sp/xB+sH4f8yBMhT5BflM/AmntYtPZ9NP0fE4PSZWURWxV6TSziauZ1GlZpyNqn16JUKBEEgYPXxQfYUc6glHPaFA+HFtjcEli/3mid47fFqZ4edXugyMqCZ56Bjh25hRjyoFScQQvW/hjTIrsgWxueQZ9Rv3BBHOkqMD+Cg1GkDTvSqGpKCvRtIO7Q2xe3z2jdDRc2olKmgWs+jwyJR6VW4ap0pV6AZaMP5vYNc5H6cPEfpZYtITISPvlEfC8qKhIDeFepAgcN/HapNWpWnRNDV0xoV3pv9/bW42GKzyqAmAby7wl/07JaSxKyEuizrA9Pr3uaU2eKyMkBoelO6PUNAJ898h/eePR57bUkjR1lN8A8Per518NN6UaBuoDTnbrD0Kms3G581OhUwikKNYXU8q2FR15DRo6EJUvgZsZNoHTXGucU5pBXmGdWHUN6SFPNeoPVX80jNyYXdY5tqegktHYjU7Qb6lw1fWqIfeDvuL+NZv4Jvx3OhcILhLUJo/7g+tp179aMDNrzWdFnN9yC3OgQ1oGmPzfFo54HCKDJ0aD0VpJ5LNPQpXQ2jjg6+oCj0Gn1Y489xo8//sjx48dLFDxx4gQ//fQTAwYMKLXGyegiGfV1F9ahKhJ/iNePXs+YVmMo1BTyyqU5TH2npRjgKjqa6T+PIjqggNp+tdn27DaCvIMAcWolMTsRdxd3utft7pC2mps2qHGgmNldWoS8qynk7dxqNBCa5Az2rNcTatSApUvhzBltbLmGVRpa3/DiGAk8bcnIoDEtpPperl56c7yOGCGmoouIMKfBppFCOVzPuM7TT4vy1VcNY2CTgUYDj6uKVGy+KK7n9Ls1mrptRYPesEpDi5cZ2Dv9mj6jDlC1KsyaJQYAvn1bnLpLShI34uvjwPUD3M68TRXPKjwR8oRd22gMe+vxMM+1fQ6lQsmJ+BNcThFTkNQPqE/ESxG80O4FNIKGAk0B1666Eh0NcfsGUtuvNutGr2PmgE+111Fr1NpRxD4NHecMmqOHi9KFRoGNAGgVJI5a/lOw2ehUsTRF/Ei9R/jrLwVbtoi7q+1tN2Ji4PPPxU1JD+Pv4Y+bUtxBa+5UsSE9jK0ZvDrtKhEtIkhckljinDU0qHLfbqRf59rn1zgadJSGuxrSs15PJrSfgEptOC3n6ggxk88jlx7Bb7QfKXliejzJ9luCPZ8VqQ+fjD+pTd0IoPRQUvfNunS/3p2ed3vSNborvVJ7ETI/RO917mTf0cbJrUjp5x5GmVYsMuY333yDp6cnvXr1okePHkyaNIlJkybRo0cPevbsiaenJ998800ZNrdy069hP2r71SYtP40/Y8X4gl5uXqwdvZav+3+Nv4c/49qOE+cnWrZkXJcX6V2/N6deOqWdSoMHP5rd6nRz2EJXc9MG+bj7EOwrLnKu4V2DHHfYu/W7kqH77yMIgnYReI+6PbTH0/PTyVCJYWkkw2UzZowMpualUqQxsAL/Psa0MJaKrvit7bGbGB784F1Pv46/v+hz3z08jN3jdzOxw0SD9XZd2UWuOhMya/Nc7+7czBKdQUuDxoL9069JQaHP3zuvd2G+q6u4piwkxGC3AmBFlLgA/NnWz9plV6m52FuPh6nlW4tBTQYBDzagAfi6+7Ji5AouvH6Br/p/hZubOKLaqK4Xsf+O5ZnWz+hc5+yds2SqMgnwCNCuF3ME5uoh9b22te7v+G67mtWrDZeXlkE8Uu8R7T61J56wvzN4/boYx3Hp0pLnFAqFxVPF+vRQFam0Afb12Q5pN7GtAaclitsNt2puaPI1ZG/P5uiLR/l6wNcPgoA/hEbQsOHCBgCGFg4lsYronNb0qWlVogN7PiuNqjSirn9dCjWF2t+U4iiUCtxruOPT0gelh2HDsebcGtSCmtA6oTqpEisaylq1ajFy5Eg2btxInTp1iIqKYurUqaSlpbFu3TrWrVtHWloab731Fv/88w8NGzYs6zZXWlyULqKzx4MfLgClQsm0XtOIfyeeHvUeOEhDmg3h4KSDBPvp7igrjame1157zeyyklGXEoivuGJ4KkAa1XRVutI5yxfCw0EQtAa9hk8N+wXCNeIMVvWqigJxsVlKrvFE8Ma0MPZ2r1JBVpb49xrmJ/gwSnGjfj9wAGvXmtyzw9yI+eJfzj3P+HFKrqZZP9VjSd8wh+o+1bUpCQ/fML7e1BA5BTn8ES0G3i7tBeD21kMfxaeKNYLuqHur6q1KRBTQ9wxJdqNX/V64KC1Pg2ku5uohhZep5l0NF9yg9mmW7PwHQzOWX/X/inlD59Gj2jBtrP7hTxZpMxnZyxk0MqEgnrdwE4k+PaSXHheFixh0/yHsHVpGmlHIUGXgOsQVFJBxKIO868anundd2cU94R6+eb6MGDDigd2wYr0g2PdZUSgUBmcVLEGaIq6oG0cklKNHj2bfvn2MHTuWmjVr8uGHHzJs2DAuXrxIXl4eeXl5XLp0ie+//54a9vpFkrEa7e7AyztLOCEPZ91QKpQlMkNoBI12bVi/hv0c1s5FixaZXVZyBiUDcfTWUfIL8/QulNsQLb5lPtboMby//xl69IBPPrH/FDEYdQZdlC5U9aoqnjZh1I1pYWxkULqtq6u41s0eSPrcyrhF/8eLqFlT/NHatQsSshK0mzCKE5sSy75ru0FQUDvhNR55BJucQUv6hrn0bdAXKJYqz0I2X9pMTmEOTas2ddjSCUM4Qo+HebLFk/i5+3E9/TpHbx616hqStn0b9rVjy0pirh6SvUjITmB4MzGu242qS9GzygkQN9O81vU1Iv4KoagIOneGwAa3UQtq3F3c7ZYxonh+Yn2OqaUjg/r0KJ6KTt8aNXuPDPq4+2id2Dt+d6jyWBUA7q64S35RPsvOLtO7BvKHoz8AMPTsUOo+W9em9YJg/2dF6svW2o1zd88ReScSN6UbY1uPtWPLSh/lqlWruHfvHr///ju9e/dm1apVDBo0iDp16vDuu+9y5ozpbeMypUfx9HRrzq+xuP7phNPcyb6Dr7uvQ3c9jbAgMJ5kGLILsvnz+T+51nw+nl17wJw5JcpuviRGyX2myYgHG02GDXOMM9isGUyYACP1B7U116gb08KcVHTVqtmel1gi2C8YN6UbakHNvbx4bfiL/62NpM73dRj8++AS32fBKTH94ZCmQ9izrjFKJQ+MuhVv+Jb0DXMZFjIMgB2xO4wuZjfE0rPinN4L7V6wKLWePXCEHg/j7eat3YC27Owyi+tnF2QTdl0MsTSs2TB7Nq0E5upRPLzMy11fBMAr9Hdq1ze8fg3EsDkg5miW7EaDgAZ2W/gvOYOFhfoTKlk6MqhPD2MvkYJaoDDFvs4g6M4q1JokOs53lt2h95LeTN46ucTv0fl759l3Yx9KhZLp06fjXtPdppdIsP+zMqTpEEDMRCKFprIE6VkaFjJMuya/oqIE8PLy4rnnnmP79u3cuXOHefPm0axZM/73v//RtWtXWrRowaxZs4iLiyvr9soAUzqKqbYWnl5o8Q/fjss7ABjUZBDuLvaZQtBHhAU7Hoob9SHNhuCZng3//ANz54pzpcXYM34PS0YsYeQFDeTkiHEcevZ84AwGNLTXVxAXUC1fDh99pPe0uUbdmBaSUdcXxsTe6wVBHC0uvhh84v1lgoc2dKBD9S7kFeUxN0J3Xc7U0Kl81Osj3u35Dq1bi+s2r1gZcBos6xvm0q9hP7xcvbideduiFFkAl1Mus//afpQKJRPbG1436SgcoYc+JLux9sJaMvLNS/sosffqXgrUBTQObOzwrCzm6lHcbjze+HHq+tclKMCLfE/dXcXZBdkMXzOcZWeXcfJ0EZGRYsCF556z/3pBAE9P8L0/SaNvqtjSLCT69Cg+MvgwhamFcP9nwda8xMUp7gxWH1kdFz8X8q/lM9xzOCAGNC/+e1TTpyafP/o5L3d6mVY9xGUctk4T2/tZqeNfh07BnRAQtOvwzSW/KJ9l/ywD4MUOL9q1XWVBiVehwMBAXnnlFQ4ePMjNmzf5+uuv8fb25vPPP6dZs2YOjYklYx4vtH8BL1cvzt87bzI23MPsiBWdweEhwx3RNC316pkfbqS4UQdg7FgK6tXmYtEdWLVKp2ygVyCTW4+j6tf3t+pNmQIKhWNGBk1g7sigMS2MjQxKUZ6C7PzCWdyot20LoaFQVKig2b1pAMw9OVcnKn9cZAO+ePRL+jfuL7YrL1W7WceaHYGW9A1z8XLz4vEmjwMPXnjMZdFpceppaLOh9tt8ZAGO0EMfj9R7hNbVW5NbmKuzkcQcJE2Hhwx3+MipuXo0rNIQpUJJbmEuSblJbHt2G5ffvEyLai10pmf/iP6DHZd3MOvQLNxdXXjkETFoelCQY5xBEEfz4cEzXBxL8xPr08NoKrr7o4IuAS4o3ewX5qS43XDxcaHG8+Kysf5b+uPj5sO5e+fYG7dXW949yp3PunzG/Cfma4/ZOk3siGdF+i2UfhvN5Y/oP0jNS6Wefz2GNhtq93aVNkZ7Sp06dXj//fdZvnw5Tz75JIIgcOLEidJqm4wBqnhW4dk2YkqKBacXmF0vPjOeM4lnUKBgSLMhjmoeAEWGclzpQXpLvJtzl+yCbGIy4mjzrwIGvgC5n30IKSmk56c/WJPy669w9SrUrAn3Qw04zBnMzYX4eL07LMwdGTSmhbGA0y1aiIOS9so+IiGNnkqaffMN/PILLP9wJE0Cm5Cal8qAFQN4dcerrNh0l8ceE+OYZ9/3DyWnvY5fHat2o1vSNyzhiWZiOBhLnMH8onztFPErnV9xSLtM4Sg9HkahUGi/44LTC8yeVdAIGnbGill+SiPkjrl6uLu4Uz+gPiCOOHUM7oiXmxdnzkCXrgKRkeJGi2n7xJecSR0m0b69gsOHxdj84Di7EShmfaRYsA4tlk4T69PD2Euka4ArDT5tQN2p9o2bWNwZBGjwSQPqf1Kf0KWhTO4gJjMYu3EsXx3+ivX71/PPY/9wvN5xci7kAJBbmKvdrGNNFAJwzLMi9ek9V/egKjK+xKA40m/vS51ecuiGqtLCoDMojQq2b9+eDh06sHXrVnr27OnwMAgy5vFql1cBWH9hPYlZ5sWSktbbhdYNpYaPYzcDJelLzGmAKp5VCPISh7+upl6lQZUGFPh5czsAXu+WRMFbb/L6ztdpv6A94ae2gJQScfp07XyMw5zBunXFj54AZuZO9xjTwtgbfocO8OWX8IqdfRStUc+4DkCfPvD66+Dl6cLiEYup4lmFE/EnWHh6IW+sFBeAjx79YOrrUvIlAKvTkVnSNyxBMuoR8RHaQMKmWH1utfbtXlo/VNo4Sg99FJ9VkDIvmOLYrWPczbmLn7ufNoyPI7FEjxKzCsC3cwTO1HiLgd+/xTMbnuVuzl1aBrXine7vAeL6W6kvO8purFolxhvs27fkOUs3kOjTw9iaQY9gDxr9pxGNZjYyv8Fm8LAz6FnPk8azGuMa4MrMfjPpUbcH6fnpfLz/Y2Zvn40mX4N/V3+8W4k702NTYhEQCPQMtDq7jyOelU7BnQj2DSa7INvsjSSRiZEcuXkEF4ULUzpNsXubygIdZzA5OZl58+bRq1cvGjVqxMcff0xhYSEzZ84kLi6OI0eOlEoYBBnTdK3dlR51e1CgLuDHE3qim+rht8jfAHi+zfMmStpOmzZtTBcqRnGj7unqyf+G/IgCBcs7QNUGa1lzfg1X067i5uUrjgi2agX/+hfgoBiDEkZe8c2d7jGmRWmmopN42KgXp31AX0bejaSD72B844eTfepJQkIe+N8AMSkxALQIsm7tmKV9w1yC/YLp27AvAoJZmyQ0goZvj4op16aGTi2zt3tH6aGPKp5VtKM43xw1L2asZDdGtxrt0HXGEpboIYWXKe4MPjftCIT+THLTnwi7/jcuuOL510refNWzRCx7RzmDLVuKcS299AycWzoyqE8PYyODjsKY3QhwC+DX2F8ZW2UsrbNa0/1kdxQ+CkJ+DdEuK9DajWotrF5q4IhnRalQamfalpxdYlYd6dkZ22Ystf1q271NZYEyJyeH33//naFDh1KnTh3efPNNrl27xttvv82pU6eIjo7mk08+keMLljMUCgXTHhGnP+afmm9yQfiZxDOcvXMWDxcPxrUb5/D27d2713ShYjz8hv9Ui6fY+uxWfPEgxx28BTe+G/gdnVsPgL//ht27xVXg4JgYgxLGnEEzjboxLYyNDF6/Ls6G5+aWOGUThoy6RiMG4V36Q0POvvcX2b9uI1jdgzVrdH/UbB0ZtLRvWMK/OoovCEsil5SIp/cw22K2EZMSQ4BHAC93ftlhbTKFI/XQx7s930WpULL76m7O3jlrtGymKpP1F8Rd+//q9K9SaJ1leugbGXyyQ2/ea7IclxsD4PS/UC/dR+Sfndi0SXyeJIo09o8xaA6Wjgzq08PYS2TB3QJyY3IpTDcRPNRCiscaTM9P1zl35a0rJH2TxKtvv8rc7+Yy7sw4Wi1vhVfDB4ZDshu2bEBy1LMiba7acXkHd7LvGC17NfWqNsTZBz0/cEh7ygJljRo1mDhxIkePHuX5559nz5493Lp1i++++45OnTqVdftkjDC8+XBaVmtJpiqzxA7Qh1l8RlwkM6rlKG18PEcycaJluzKlBcXSbjMQv9/5t2LY130+KR+m8nb3t8UTNWqIU7f3uZYm7h6UjJVdMWdk0IRRN6RFXmEeOYU5OtcqzjvviJully+3pMGmKR5rsHj2FKVSzJwwbBi0aQPjxombuh82A8Xf8K3B0r5hCaNajiLAI4AbGTf4O+5vg+U0gobZh2cD8EbXN/D38HdYm0zhSD300TiwsTYm2qxDs4yWXXt+LbmFubSo1kIn448jsUQPab1xcbsBMGf8BC5/upfh/Eq7gD6MGgVhYWK0KInbmfaPMShx+DB89hnoS6UrvfhlqDK0ecmNoU8PYy+RCYsSiGgRQdwH9o3+UTzWoGRzJeq8WYfqY6vj28GXwIGBdD7dmepP67ZNshvNg6x7iQTHPSuta7Sme93uFGmKWPHPCqNlvz7yNRpBw5CmQ2hfy3GZeEob5YABA1izZg13795l6dKlDBgwAKWxnE0y5QalQsknvT8B4OujX5OQlaC3XFJOknb3oPQG5Gh+/fVXi8rre8MHcdq3/6BX8fT01VdNp4614QqMYoeRQUNaSPXclG4EeASUOC/dUmqCvQj2C8bT1RO1oOZG+g2dc489Bjt2wLlz8PvvJcPaFGmKiE2JBaw36pb2DUvwcvNifDsxeOIP4T8YLLfyn5WcSjiFr7svU0OnOqw95uBIPQzxUa+PUCqU/HHxDw5e1599Qa1R89OJnwBxxLW04i9aoodkN2JTYktsiGncGLZtE19o/vgDOnbUrSvZjUZVGtktxqDEkSNiXuwdevYyBXoFau+nL33iw+jTw9jIYFGa+ILnGmhZznBzkKIHPOx8+7T0ofXa1nSJ7EL73e3xaVkyz7o9RgYd+axIswrzTs4jvyhfb5nIxEjtsgnpt9dZUG7dupVnnnkGT0/9uQXtiUqlYtq0adSuXRsvLy9CQ0PNHvY9ffo0gwcPxt/fHz8/PwYOHMjZs2dLlJs0aRIKhcLgJz4+Xlv2wIEDBsuFh4fb62s7lOfaPkePuj3ILsjW7pp7mOkHppNVkEWn4E70a+S4rCPFsTShuCFn0Bwup1wGIKSqA/JCmjEymJKbYnRK0pAW0g9BNe9qen9oHeUMKhVKmlUVh0gk7czlevp1CjWFeLl6US/AujAP9kw2r4+poVNxVbry15W/2Hu1pH3JVGVqn5XPHv2Mmr41HdoeUzhaD320rdlWu7N46q6pevNrL4lcwoWkCwR6BjK54+RSa5slekjOSYYqg9Q8PXFcjKC1Gw7IJ2tsN7FSodRumDNnqvhhPYo0RaTliRfWNzLoSGdQ0spSuyEIAjHJ90cGrVxeAo59Vp5t8yy1/WpzI+MGP5/4ucR5QRD491//RkDguTbP8Uj9RxzWlrKgVIcAJ02axPfff8+4ceP48ccfcXFxYejQoRw5csRovTNnztCrVy/i4uKYPn06n3/+ObGxsfTp04eYmBidsq+88gorV67U+axYsQJvb29atWpFnTp1Slx/6tSpJeo0bWrd1vfSRqlQ8tOQn1Cg4Peo31lzrmQU+IWnFwLww6Af7P4GbAhLd51LzuDtzNsG38oMcTnVcUbdmFWXdsSpBbXWOOvDkBb3csSItIY2jzjKGQRoFmSdMyi93YcEhVjdlxwdkSAkKIQ3ur4BwLt73qVQ/WDtlEbQ8NL2l7ibc5dmVZvxVuhbDm2LOZRVhIb/9PsPgZ6BRN2N4pO/dUc5MvIz+DTsUwCm95leKktLJCzRw9vNW7uA/+HRKlOUlTMIlsUafFiPlNwUBAQUKPRmvShMu599JNB+AaclrHUG47PiySnMwVXpanWMQXDss+Lj7sOXj30JwKzDs0pkJPn6yNccvXUUbzdvvn38W4e1o6yw/6uDASIiIli7di1z5szhvffELf4TJkygTZs2fPDBBxw7Zjh48meffYaXlxfHjx8n6H4E3vHjxxMSEsLHH3/MH3/8oS3bo0cPevTQXdty5MgRcnNzGTdO/8aJ3r17M3r0aFu/YpnRpXYX3u/5Pt8e+5ZJWycR4BnA0GZDuZJ6haGrhqIRNIxqOapUwkJIjB1rWZ7Gat7V8HP3I6sgi2tp12hZvaXZdR1p1OnWTcxb1a1biVPuLu4EeASQocogKTfJYDoiQ1pIzmBNH/0jU450BqVRVGudQVumeiztG9bweZ/PWfHPCs7dO8fYjWNZO3otAB/u+5D1F9bjpnRj8YjFeLh6OLwtpigNPfQR5B3EvGHzeO6P5/j22LfU9K3J293fJkuVxZBVQ7iXc4+QoBBe7/p6qbbLUj2aVm1KQlYCV1Kv0K1OyefUEGXqDFqQheRhPSS7EeQdhKuy5E94eRwZlOxG48DGuLlY76Q6+ll5of0L/BTxE2cSzzDo90HsfWEv1byr8Vvkb3y8/2MAvhv4HXX97RvDsTxQaiODGzduxMXFhZdffrBrz9PTkylTpnD8+HFu3bplsO7hw4cZMGCA1hEECA4Opk+fPuzYsYNsKRquAVavXo1CoeD55w2HVMnKyiq14K+O4KsBXzGq5SgK1AUMWz2MNvPa0H5Be25l3qJ5UHPmDind0Ye//za8eF8fCoXCqqniLFWWdveXNNplV0aNgqVLxdxVejBnE4khLaQ3T30xH4uKICtL/LtDnEHJqKdaZtS1Uz02LAK3tG9YQ1WvqqwatQoPFw82X9pMw/81pMlPTbTrCH8d/mupvhwZozT0MMSzbZ7li75i3KB397xLyM8hNPmpCcdvHyfQM5DVo1bb9ONtDZbqoS+8jDnEpoprX8v7yODDetzNMWw3oHScQUk7c5Hshq2pDB39rCgVSn4f+Ts1fWryz91/CJkbQotfWvDS9pcA+L/u/6eN8etslJozGBkZSUhICP7+urv2ut0fcdG3/k9CpVLhpSdgk7e3NwUFBZw/f95g3cLCQtavX0/Pnj0NhseZPHky/v7+eHp60q9fP06dOmX0u6hUKjIzM7UfU85oaSB14je6voGr0pULSRfILcylY62OHJx0kGC/4FJtT6tWrSyuIzmDlrx1Skaphk8NqnhWsfietmLOJhJDWhgbGUxPf/D3KlWsbp5BrH3Dv5h8EbBt3Y81fcMahjQbwvbntuPv4U9idiK3M29Ty7cWS59cysQOpZ+D2BClpYchPnv0M74Z8A3+Hv5cTbtKSl4Kwb7B7J+4n861O5d6eyzVwxq7UaAu0O6IdaQzqC8dHVg2MviwHqZmFBzpDEpaJ+cmW7RGU2s3bHiJhNJ5VlpWb8nBSQdpWKUh6fnpXE65jI+bD58/+jlzHp/j8PuXFaXmDCYmJhIcXNIhkY4lJOjfCQvQvHlzwsPDUavV2mMFBQXa1HjFN4U8zO7du0lJSdE7Rezu7s7TTz/Njz/+yNatW5k1axbnzp2jd+/eREZGGrzmV199RUBAgPbTp08f7XdcuHAhKpVKu7Zh7ty53L17l/Xr1xMVFcWhQ4fYvXs3sbGxLFu2jKysLJ2y6enprFy5kkuXLrFv3z7CwsI4f/48q1evJiUlRadsXl4eixcvJi4ujp07d3Im4gyTa07mxyY/sqD/Aj4K+IiTL51kw7INqNVq5s+fT3x8PJs3b+bUqVOEh4ezfft2rl27xqJFi0q0OykpibVr1xIVFcXBgwfZvXs3MTExLF++vES7MzMzWbFiBTExMezZs4eDBw9y7tw51qxZQ3Jysk7Z/Px8Fi9ezLVr19ixYwfHjh3j1KlTKJPF7rjh0AY0Gg1z585Fo9Hwyy+/kJCQwKZNmzh16hTHjh1jx44dXLt2jQUbxJRAvipf7fWTk5NZs2YN586dIywsjD179hATE8OKFSvIzMzUaUtWVhbLly8nJiaG3bt3c/DgQaKioli7di1JSUnM/flnyM3lt6++QqVSsWjRIq5du8b27dsJDw/HrVAcNYmNj2X+/Pmo1Wqd6yckJLB9+3ZOnz7N0aNH2blzJ3FxcSxevJiETLHP1/Stydy5c0lJSWH16tWcP3+e48cP8+yz13jhhVTWrFlJenp6iXYvW7aM2NhYdu/ezaFDh4iKimL9+vXcvXtXp6xKpWLhwoXcuHGDbdu2ER4eTs5NMaTNrYxb/DT/J4qKinTqJCYmsnHjRiIjIzly5Ah//vknV65c4cztMwCc//u8tmxqaiqrV68mOjqa/fv38/fffxMdHc2qVatIS0vTuW52djbr1q0jNjaWXbt2cfjwYc6ePcuGDRtKtLuwsJCFCxdy8+ZNtm7dSkREBBEREWzdupWbN2+ycOFCCgsLSzxrGzZs4OzZsxw+fBh1rJqDIw7yYY0PWTViFe+7v8+kDpOYO3cuaWlprFq1iujoaP7++2/2799PdHQ0q1evJjU1Vee6OTk5LFmyhKtXr/Lnn39y5MgRIiMj2bhxI4mJiTpli4qKWLBgAbdv32bLli2cPHmS8PBwtm3bxo0bN0rYiBUrVpSajTh69CinT59m48aNJCQkMHfuXBQKBd6R3lx58wr/8v8X20ds54eGP1B0u8ihNiIsLEyvjVixYoVBG7Fp0yYSEhL45ZdftDaiVXXRQTgTf0avjVi8eDH5+fk6bTkTdwa1oMbLxYtLJy/ZZiMeetYWLVpEZqa4Sz8nB8LDT7N582bi4+O1NuLaBdERDYsIIyEhgY0bN+q1EXl5eaxYsUJ7/ZSUFP469Jf4Q5QD+/bt49KlS6xc+cBG1H61Nim9UyiqUmSTjTh58iRbtmzh9u3bLFiwgKKiIpYtWqZdo3n88vESNuLq1assWbKEnJwcnetHxou/p0FFQWbZiKVLl+q1EXFxcXa3Ebt27SI2NpalS5eSnZ3N3LlzaV6tOW8p32L/s/v5d61/8+fgP3lU8ygHDxwsExuhz48wtrTOKoRSonHjxsKQIUNKHL969aoACD/88IPBuvPnzxcAYeLEicKFCxeEc+fOCWPHjhXc3NwEQFi5cqXBus8995zg5uYmJCcnm9XO2NhYwcvLSxg0aJDBMvn5+UJGRob2c/DgQQEQTp8+bdY9KgO7du2yuM7mi5sFZiB0XNDR7DpfHPhCYAbC5C2TLb6fWZw+LQggCLVr6z09ZesUgRkI/zn4H4OXMKTFwJUDBWYgLI1cao+WWoRGoxGqfF1FYAbCubvnzKpzLe2awAwEt5luQkFRgdX3tqZvODOyHrpYqsf1tOvafqkqUplVZ9ulbQIzEDos6GBNE02iVgtCeLggxMSIf3+Yn0/8LDADYdS6USav9bAe0/ZOE5iBMPXPqfZqrkX0XdZXYAbCirMrzCpf3Nb8c+cfm+4tPysPOH36tF39jlIbGfTy8kKlKpkEOj8/X3veEK+++ioff/wxq1evpnXr1rRt25arV6/ywQdi9G9fX/0x6LKzs9m6dSuDBg3SWW9ojKZNm/Lkk08SFhamMxJZHA8PD/z9/bUfQ/evzFiTsaZdzXYAXEi6oDfUhT4cue4HeDBHa2DxjznTPYa0MDXd40gUCoXFU8VRd6MAaFW9lU3ryORsRrrIeuhiqR71A+rj7+FPoaZQuzbNFI62G0olhIaKKen0he21ZJr4YT20dqOMQiJJm8/MXTd4K/MW6fnpuCpdbV4zKD8rjqPUnMHg4GASExNLHJeO1a5tPL/f7NmzuXv3LocPHyYqKoqTJ0+iuZ9oMiRE/wO9ZcsWo7uIDVGvXj0KCgrIycmxqJ7MA6yJ09iwSkN83X0pUBeY7aA4dCcxPFj8k5cHel5mzFkIbkgLYxtI0tLE1FkZxrMM2oS1zqDktFtLRYnhWVrIeuhiqR4KhULbJ6U+agqHxiY1A0s2kDysh7SBRN9LpDpPTW5MLgXJpjObWIu1dqNltZY257aWnxXHUWrOYIcOHbh8+TKZmZk6x6V1fx06dDB5jcDAQHr16kXbtm0Bcb1E3bp1adFC/9vGqlWr8PX1ZcSIERa1NS4uDk9PT3nEzwZGjRplcR2lQknbGuL/7T93/jFZXigWyFQKomx3AgJACghtZRYSfVpoBI22jr43/LVrxVR0kyZZ0WYzkX4IpbAPprCXM2hN33BmZD10sUaPdjXEPvnPXdN2Ax70eYdEILjPqlViSrro6JLnLBkZfFgPaWRQ30tk9tlsIlpEcKbrGStabB6SM1jadgPkZ8WRlJozOHr0aNRqNYsWLdIeU6lULF26lNDQUOrVE7MZ5ObmcunSJZKTjafpWbduHSdPnuTtt9/Wmz4vKSmJffv2MXLkSLy9vfVeIymp5IP4zz//sG3bNgYOHCin5bOB5VYm1LXkDf9Gxg0yVBm4Kd1s2t1qFKVSdAjB6vzE+rRIy0vTToUbGhkEx4SVkWhb877jbeYPqL2MurV9w1mR9dDFGj0ssRuCIGj7vD0cFEP89puYku4fPY+XZDdS81JRa/QvR5J4WA9pRkHfS6QjdxJLSHYjOinarNzK9nQG5WfFcZRa0OnQ0FDGjBnDRx99xL1792jatCnLly/n+vXr/Pbbb9pyERER9OvXj+nTpzNjxgwADh06xMyZMxk4cCBBQUGEh4ezdOlSBg8ezFtv6c8gsG7dOoqKioxOEY8dOxYvLy969uxJjRo1iI6OZtGiRXh7e/P111/b9ftXNqxNG9S+ppj4O+qeaaMemSjuUGtTo43N0w9GCQwUY71YOTKoTwvp7b6KZxW9bZduVdWBiR861OoAwIV7FyhQFxjVMLcwV7tGyFajXhbp18ozsh66WKNH+1r37YaZL5Hp+em4Kd20O5EdgbFYg1I6OgGBlLwUgzEDQVcPQRCMrjXWOoNVHffT3iCgAVU8q5Cen87FpIta7Q1hT2dQflYcR6kOfa1YsYK3336blStXMnXqVAoLC9mxYwePPmo8+GudOnVwcXFhzpw5vPHGGxw5coRZs2axdetWXF31d/pVq1ZRo0YNBgwYYPC6Tz31FMnJyXz//fe8/vrrrFu3jlGjRnHq1ClatjQ/A4ZMSaxNG2TJG/7ZO2eBB06Nw5A8MhMjg4Ig6K2uTwtj636K38qRI4OSUS/UFBKdpGcuqxgX7l1AI2io4VODWr61bLpvWaVfK6/IeuhijR5tarQBIDE70eTUq2Q3Wtdo7dCXSGPOoJuLG4GeYgFT7S2uR6YqE5VaXLusz4F0ZCo6CYVCobW5kXcMh2ADyC/KJyZFXMpjD2dQflYcR6mNDIKYcWTOnDnMmWM4cGPfvn1L/Kg2adKE3bt3W3Sv48ePmywzdepUpk6datF1ZcxjwoQJVtWTpiBuZ97mbvZdozvmzt49C5SCMzhsGLRtC7VKOkHSyGChppBMVSYBngElyujTwtjmESgdZ1Ay6geuH+DsnbNGdTyTKK5BsodBt7ZvOCuyHrpYo4evuy9NqzblSuoVMZVY00EGy5bWS6Q5WUjS8tNMbiIprof0Eunn7oeXW8kIHKUxTQzQoeYDu2GMqLtRaAQNQV5BBPvanvhAflYch7woTsYhbNmyxap6/h7+tK7eGoDjt4079NI0ccdaHa26l9l88YWYkq5zyWwMXm5e+Lj5AIanivVpYSo8hJS5wJHOIIhGHTBp1I/eOgpAj7o9jJYzB2v7hrMi66GLtXp0r9sdgGO3jAfjlUazHG037JWFpLgepuxGaTmDHYNF7UzajZv37Ua9HiikjXg2ID8rjkN2BmUcQmhoqNV1H6n3CPDAkOgjJTeFW5liPmtHLgI3B1ObSPRpUR6miQGzp3ukH1jp/8YWbOkbzoishy7W6iH1zWO3jTuD5WlkEEyHlymuh6kZhVIbGbyv3dk7Zw0uj4EH/xf2sBsgPyuORHYGZRzCjRs3rK7bs15PwLhRl3YDNg5srHdq1q4IAuTmQlaW3tOmNpHo08JYeAiAcePg1VehSRNrGmw+xd/wDRn1u9l3uZp2FQUK7eiLLdjSN5wRWQ9drNVDshvht8MNBq1PzUvlZsZN4MFmNUdh0hk0c2SwuB6mAtUHPh5I7Tdq49/V38LWWoYUMzBDlcH19Ot6ywiCoH2hl/5vbEV+VhyH7AzKOAQ3N+sXMD9SX3yLPJVwivyifL1lSm2KGOCbb8DHBwzsXDc1MqhPC1Mjg++/D/PnQzPHhUEDoEW1Fri7uJOpyiQuLU5vGWlUsE2NNnZxvG3pG86IrIcu1urRunpr/D38yS7I5vy983rLSKOCpfESOWAAnDghrjDRhzmRCEBXD1N2o+bzNQmZG0Jgf8dOKbi5uGk37UjriR/mRsYNErMTcVW60rV2V/vcV35WHIbsDMo4hGrVqlldt0lgE2r41KBAXWDQ0By8cRCAbnW6WX0fs/HzE/98KGC6hCmjrk8LUyODpYW7i7vWoT5045DeMpIzaK+3e1v6hjMi66GLtXq4KF1Mrhs8eL307Ea1atCtGzRqpP+8udPExfUoL3YDoFttUUNTdqNTcCe9m12sQX5WHIfsDMo4hPPn9b+Zm4NCodA6HvrWDRaoCwi7HgbA440ft/o+ZiMFnTbgDEqGWVrP8zD6tLiTfQfQvxBcrYa4OEhOFmeoHY2k4Z64PXrPS5tH7OUM2tI3nBFZD11s0aNn3ft245b+9cZSHy8Vu2ECU3ZDorgexuwGQP6NfAruFSCoHW84Hm9iwm5IU8R17WM3QH5WHInsDMo4hMcft83Y9q7fG4DdV0uGFAq/HU52QTbVvaubDHhqF/zvr78xkCi4tp+YVzshO0Hv+Ye1EASBhCyxbB2/OiXK370rrhWsWUp56Ac2GQjAvrh9aASNzrmU3BROJpwEoFf9Xna5n619w9mQ9dDFFj16NxDtxt6re0usG0zLSyMiPkK8Ryk4gzk58N13cD93Qgm0diNLv92QKK5HfFY8oN9uAJzudppjNY+RE51jeYMt5LFGj6FUKLmUfEm7DlNCEASt7baX3QD5WXEksjMo4xDWrl1rU/2nWjwFQNj1sBJr8fZcvf923+RxlIpS6MKSM2hgZFAyzPGZ8XrPP6xFcm6yNo1TsF/J2FvSbfz9H6RFdiTd63bH192X5NzkEqEitlzaQpGmiPY129M4sLFd7mdr33A2ZD10sUWP3vV7U9WrKkm5SSWmL/df249G0NCyWkvqBdSztZkmKSyE994TI1OpVCXPa+1GVrzRHbnF9ZBsTB1//c6gOlNMbefq7/gQwlU8qxBaR9zdu/fqXp1zkXciuZp2FS9XL6MxHy1FflYch+wMyjgEW9MGNQ5sTOfgzmgEDZsubtI5tzdONDwDGw+06R5mY8IZNPWG/7AWUrnq3tX1ZkCQbhPg4E3SEm4ubjzW6DHggaMtsSF6AwBjWo2x2/3klFK6yHroYosebi5ujGwxEoANFzbonNPajSalYzekpcag33RIdiO3MJdMlX7bAg/0UGvU2mliqW5xNAUaNPniyL6Lv4u1zbYISUtJWwlJ+6HNhuLr7mu3+8nPiuOQnUEZh2CPtEHPtH4GeOCQgPhmfDJenLYc0NhwqkG7Ympk8P5bekJWgt43/Ie10E71GHi7Lz4yWFpI02bbYrZpj6XkprAvbh8AY1rbzxmUU0rpIuuhi616SHbjj4t/aKeKC9WF7IzdCZTeekEXF/C97wfpW2Hi4+5DgIf4xifZBH1IetzLuYdaUKNUKPXuJlZnqbV/L42RQSi23vjqHnILcwFxinh99Hrgwf+FvZCfFcchO4MyDuFf//qXzdeQRqPCrodp16R8feRrBAR61+9t0JmyO0FBMHIkjB6td0eHlGZJpVaRmlcy3cDDWhhbLwgPfjhK0xkc2WIk7i7uHL99nP3X9gOw9vxa1IKaDrU6EBIUYrd72aNvOBOyHrrYqke/hv0I8goiKTeJ3VfEdWsr/lnB7czbVPeuTr9G/ezRTLMw8R6p8yJpCEkPyWGs5VsLF2XJkb+iDNHxVfooUbiUwvoSILRuKA2rNCQtP435J+cDYuaouLQ4vFy9GNZsmF3vJz8rjkN2BmUcwu+//27zNRoFNqJPgz5oBA1Ttk3hZsZNFp1ZBMAXfb+w+fpmExgImzaJAcP0LOLzcPWgmrcY8kDfG/7DWkjrfvRN9UDpTxOD+KP0SudXAPg87HNuZtzkk/2fADCx/US73ssefcOZkPXQxVY93FzceKHdCwC88ecbJOcm859D/wHgw14f4u3mbXMbzcVEIAKtDTC03hge6KFdL2jgJbIo8372kVIaFQRwVbry2aOfAfDN0W9Izk3mpe0vAeKooI+7j13vJz8rjkN2BmUcQv/+/e1ynYVPLMTL1Yt9cftoO78tBeoC+jbsW6pv9+ZgbBPJw1qY2hFYFtPEIP5Qerp6cvTWUdrOb0uGKoPudbvzZjf7rtOxV99wFmQ9dLGHHjP7zaRRlUbcyLhBk5+acCPjBrV8a/Fal9fs0ELzMTkyWGwTiSEkPbQzCiY2j5TWekGJF9q9QJPAJiTlJtHkpyZEJ0VT06cm/x34X7vfS35WHIfsDMo4hAsXLtjlOs2rNee7gd8BkKnKJMgrSPvvUkVKSVekP82VsU0kD2thyqi3aQOvvSZmMChNavvV5qv+XwGi1j5uPqwcuRJXpX1HGuzVN5wFWQ9d7KGHn4cfK0auQKlQkqnKxE3pxo+Df7Rb8GNzMdcZNDZNLOkhOYy1ffXPKLjVcKP2G7WpMbZ0A1K7ubjx85Cf8XL10m6EWfLkEu1siT2RnxXHUXrjyTKViqpVq9rtWq92eZUmVZvg7eZN19pd8XD1sNu1zaZlS4iJgaNHoWfJIKrG3vAf1kJr1A1ME/fvL37Kgre7v834duMJvx1O48DGNK3a1O73sGffcAZkPXSxlx696vcifEo4qXmp9KjXA3+PUh5qB+bMgfx8w2kltdPERkYGJT1MbTzzaeFDyFz7re21hCHNhnDv/XuE3w7Hy9VLm1LU3sjPiuOQnUEZh+DuXjJkirUoFIpSCwdhEO/764xM7CjWN038sBam1v6UNdW8q/FEyBMOu749+4YzIOuhiz316FrHPjlxraW9iZj4xuyGhKSHNHpo6CWyrPF193V4hAf5WXEc8jSxjEO4efOm6UIVCXNjDerJQlJciwJ1gTYXqaE3/KQkSEkxOCNd4XG6vmEjsh66VCY9zJkmlvQw9RJZmF5Iwb0CNCqN3vPOQGXqG6WN7AzKOITu3buXdRPsiw1ZSIprkZiVCIC7iztBXkF6rzVxopjk3lk3zjld37ARWQ9dnEmP06fFlHQ7dug/L71E3sm+g1qj1ltG0sPUNPGtb29xrOYxrn5w1cZWl1+cqW+UN2RnUMYhbN68uaybYF9MxIgwtvanuBbF1wsqDOSaK6vdxKWF0/UNG5H10MWZ9DhwQExJZyiLWk3fmigVStSCmrs5d/WW2bx5M7mFuaTnpwOGp4nLIrRMaeNMfaO8ITuDMg7htddKN4SDwzEzC8m9nHsUqgt1zhXXwlTA6eK3cFZn0On6ho3IeujiTHqY2k3sqnSllm8twPBU8WuvvaY95+3mrc1a8jBlFVqmNHGmvlHekJ1BGYcwb968sm6CfZGsur68UoibLtyUbkDJ0cHiWtzOvA0YXwReFhlIShOn6xs2IuuhizPpYcoZhAcvhrcybuk9P2/ePK3dqONXx+CMQmUYGXSmvlHekJ1BGYfw+uuvl3UT7Eu7dvDUU9C6td7TSoWShlUaAhCXFqdzrrgWV1PF9TyNAxsbvJWzjww6Xd+wEVkPXZxJD1MZSEDMtAQl7YbE66+/rrUbUll9VIaRQWfqG+UN2RmUcQjz588v6ybYl+eeg82bwUhuzCZVmwAPHD6J4lpcTRPPNQlsovcaglA26ehKE6frGzYi66GLM+lhzsigZAsk2/Aw8+fPN2k3oNjIYIDzjgw6U98ob8jOoIxDGDlyZFk3odQxZNSLa6E16lX1G/WcHNDcjwzhrCODlbFvGEPWQxdn0sPE6hLAtDM4cuRIs5xBdYbzjww6U98ob5SqM6hSqZg2bRq1a9fGy8uL0NBQ9u7da1bd06dPM3jwYPz9/fHz82PgwIGcPXu2RLkDBw6gUCj0fsLDw+3aJhnD6NO6wiMIUFBg8LQhoy5podaouZZ2Taesvlu8+io8//yDONfOhlP2DRuQ9dDFmfQwa2TQwIyCRHh4uPacoZdIgOqjq1NzfE086pRBhqZSwpn6RnmjVMeTJ02axMaNG3n77bdp1qwZy5YtY+jQoYSFhdGrVy+D9c6cOUOvXr2oV68e06dPR6PRMG/ePPr06UNERATNmzcvUWfq1Kl07aobfb5p05Kptaxtk4xx6tevX9ZNsC9HjsBjj0HTphAdrbeIIaMuaXE78zaFmkLclG7U9a+r9xp+fuDsMyFO1zdsRNZDF2fSo2ZN2L1bdAoFAfTt/ZBeDG9k3KBIU1QiF3j9+vW5Gmt6ZLDxV4bXITsLztQ3yhul5gxGRESwdu1a5syZw3vvvQfAhAkTaNOmDR988AHHjh0zWPezzz7Dy8uL48ePExQkBuodP348ISEhfPzxx/zxxx8l6vTu3ZvRo0c7rE0yxikwMoJWIfH2hsJCo6/4xUcGBUHQ7vqTtJBGDBsFNsJF6bxTOaZwur5hI7IeujiTHh4eMNBEJs06/nXwcPFApVZxM+Nmic1lyTnJ2hiDxjaeVQacqW+UN0ptmnjjxo24uLjw8ssva495enoyZcoUjh8/zq1b+rfVAxw+fJgBAwZoHUGA4OBg+vTpw44dO8jOztZbLysriyIjOb1saZOMcVJTU8u6CfbFjMU/kqHOVGWSkpeiPS5poZ3qMfJ2n58PqanOm4oOnLBv2Iishy6VTQ+lQqndJaxvqjj6jjgTUcu3Fj7uPnqvIagFCpKcOxUdVL6+UZqUmjMYGRlJSEgI/g+tiu/WrRuA3vV/EiqVCi8vrxLHvb29KSgo4Pz58yXOTZ48GX9/fzw9PenXrx+nTp2yW5tUKhWZmZnajyFntDLT2kAIlgqL1Eeys0GtP22Ul5uXNn5gcaMuaWHOIvA//4SgIOjTxx6NLp84Xd+wEVkPXZxNj7Vr4fvvIcFw+mGjm0hcq7vqlNFH/s18jtU4xpGqR2xrbDnH2fpGeaLUnMHExESCg4NLHJeOJRh5Upo3b054eDjqYj/CBQUFnDhxAoD4+AdBft3d3Xn66af58ccf2bp1K7NmzeLcuXP07t2byMhIu7Tpq6++IiAgQPvpc/+XOzExkYULF6JSqZg7dy4Ac+fO5e7du6xfv56oqCgOHTrE7t27iY2NZdmyZWRlZemUTU9PZ+XKlVy6dIl9+/YRFhbG+fPnWb16NSkpKTpl8/LyWLx4MXFxcezcuZOjR49y+vRpNm7cSEJCgk5ZtVrN/PnziY+PZ/PmzZw6dYrw8HC2b9/OtWvXWLRoUYl2JyUlsXbtWqKiojh48CC7d+8mJiaG5cuXl2h3ZmYmK1asICYmhj179rBw4ULOnTvHmjVrSE5O1imbn5/P4sWLuXbtGjt27ODYsWOcOnWKTZs2kZCQwC+//IJGo2Hu3LloNBp++eUXEhIS2LRpE6dOneLYsWPs2LGDa9eusXjxYvLz83Wun5yczJo1azh37hxhYWHs2bOHmJgYVqxYQWZmpk7ZrKwsli9fTkxMDLt37+bgwYNERUWxdu1akpKStGXnr1ql/f+/fv4827dvJzw8nFOnTrF582bi4+OZP38+jauIo4NX064yd+5cEhIS+OGHHzh9+jQnYsX+WkWowuLFi8nLy9NpS0pKCrt3iwuki4pS2LdvH5cuXWLlypWkp6eXaPeyZcuIjY1l9+7dHDp0iKioKNavX8/du3d1yqpUKhYuXMiNGzfYtm0b4eHhnDx5ki1btnD79m0WLFhAUVGRTp3ExEQ2btxIZGQkR44c4c8//+Tq1assWbKEnJwcnbKpqamsXr2a6Oho9u/fz99//010dDSrVq0iLS1Np2x2djZfffUVsbGx7Nq1i8OHD3P27Fk2bNhQot2FhYUsXLiQmzdvsnXrViIiIoiIiGDr1q3cvHmThQsXUlhYWOJZ27BhA2fPnuXw4cPs2rWL2NhYli5dSnZ2tk7ZtLQ0Vq1aRXR0NH///Tf79+8nOjqa1atXk5qaqlM2JyeHJUuWcPXqVf7880+OHDlCZGQkGzduJDExUadsUVERCxYs4Pbt22zZsoWTJ08SHh7Otm3buHHjRgkbMXPmzEppI8LCwvTaiJkzZ1ZIGyE9a4sWLeLatWtaG/Hxx3m8+y4cPZrE/PnzUavVOnUSEhLQpIgjeofOH2Lnzp3ExcVpbcSybcsAKLxXSEpKCqtXr+b8+fOEhYVpbcTWVVsBULmqnMJGLF26VK+N2LJlS6W0Efr8CLsvYxNKicaNGwtDhgwpcfzq1asCIPzwww8G686fP18AhIkTJwoXLlwQzp07J4wdO1Zwc3MTAGHlypVG7x0bGyt4eXkJgwYNskub8vPzhYyMDO3n4MGDAiCcPn3aaDsqE3l5eWXdBPui0QiCm5sggCDcvGmw2KQtkwRmIMw8MFN7TNKi44KOAjMQtl3aZrD+//4n3mLsWPs1vbzhdH3DRmQ9dHE2PUJDxWd661bDZX4M/1FgBsLItSNLnJvwxwSBGQhfHPjCYP20g2lCGGFCePNwezS53OJsfcMWTp8+bVe/o9RGBr28vFCpVCWO5+fna88b4tVXX+Xjjz9m9erVtG7dmrZt23L16lU++OADAHx9fY3eu2nTpjz55JOEhYXpjC5a2yYPDw/8/f21H1P3r4wsXry4rJtgXxQKs9YN6pvuWbx4MYIgmIwxCM6ffQScsG/YiKyHLs6mh5+f+Ke1sQaPXTymU0Yf2oDTfs4bcBqcr2+UJ0rNGQwODiYxMbHEcelY7dqGc7UCzJ49m7t373L48GGioqI4efIkmvvReUNCQkzev169ehQUFJCTk2O3NskY5s033yzrJtifgQNhxAjw9DRYpHmQGObo3L1z2mNvvvkmtzNvk6nKxFXpanRHoLT8VPoBcUacsm/YgKyHLs6mh/QsF/vpKUHzaqLdiEmOoUD9YMesIAikuqXqlNGHOvt+wGk/545S4Gx9ozxRas5ghw4duHz5MpkPheaQ1v116NDB5DUCAwPp1asXbdu2BWDfvn3UrVuXFi1amKwbFxeHp6enziiePdokox9prYNTsXo1bN0qxho0QGjdUACi7kaRW5gLiFqE3xbXArav2R5PV8POpOQMOvNgs1P2DRuQ9dDF2fSQnmVj+wybBDahqldVVGoV/9z5R3v8SuoVUvNS8XDxoF3Ndgbra51BX+d2Bp2tb5QnSs0ZHD16NGq1mkWLFmmPqVQqli5dSmhoKPXq1QMgNzeXS5cukZycbPR669at4+TJk7z99tsolQ++RlJSUomy//zzD9u2bWPgwIE6Zc1tk4zlPPvss2XdhDKhnn89gn2DKdIUcSbxDCBqITmD3et2N1q/MjiDlbVvGELWQxdn00N6lrOyDJdRKBRa2yDZiuJ/71y7M+4u7gbrVxZn0Nn6Rnmi1JzB0NBQxowZw0cffcQHH3zAokWLeOyxx7h+/TrffvuttlxERAQtW7bUeQM4dOgQAwYM4Ntvv+W3337jpZdeYty4cQwePJi33npL5z5jx45l2LBhzJ49m19//ZX/+7//o2fPnnh7e/P1119b1SYZy3HqlH6CYPCUPqO+d+9ewuPNcwZ79IDnnoM2bezU1nKIU/cNK5D10MXZ9DBnZBCge537diO+pDMonTOEd4g3NcfXJKBXgPUNrQA4W98oT5TqatMVK1bw2WefsXLlStLS0mjXrh07duzg0UcfNVqvTp06uLi4MGfOHLKysmjUqBGzZs3inXfewdVV9ys89dRTrFq1iu+//57MzEyqV6/OqFGjmD59ut50dNa2ScY4bZzRm5kwAdatgx9/FBMIG6B73e5svrRZa8ibt2rO6e2nteeM8eqrRi/tFDhl37ABWQ9dnE2PyZOhf39oYnj/B4D+kUEzXyKDhgYRNDTIaBlnwNn6RnmiVJ1BT09P5syZw5w5cwyW6du3L8JDIy9NmjRh9+7dZt1j6tSpTJ061a5tkrEcU9P8FZaCApOv+KF1xHWDklE/ceMEKrWKIK8gozsCKwtO2zesRNZDF2fTo2VL8WOKrnW6AhCXFkdSThI+7j7a9YPSWuTKjrP1jfJEqU0Ty1QuCgsLy7oJ9sfM+Z4utbugVCiJz4rnduZtzqeJGXJC64Zq8xUbIivLuVPRgZP2DRuQ9dClsupRxbMKLauJXuOJ+BOcSTyDWlBT1a0q9fyNr19X56jRFDh3KjqovH2jNJCdQRmH0KBBg7Jugv0x0xn0cfehQ60OAPx84mf+Tv8bgJ51e5q8Rfv24OYG4eEmi1ZYnLJv2ICshy7OpseNG7B4Mfzxh+myPeuJNmL+qfnMPzUfgC41u5h8ibz4wkUOeRwifkG80XIVHWfrG+UJ2RmUcQhSeB6nwpxtgff5uNfHAHx77Fti0mMI8gri5c4vm6xXGXYTO2XfsAFZD12cTY9z5+Cll8CcPYnv9ngXdxd3/oz9k9XnVqNUKOmh6WGynnY3sY9z7yZ2tr5RnpCdQRmH8NRTT5V1E+yPudsCgVEtR/FUi6e0//7f4P9R3ae6yXqVwRl0yr5hA7IeujibHhaYDVpWb8mnvT/V/vvt0Ld5Z+w7JutVlqDTztY3yhOyMyjjEFasWFHWTbA/UioBM6y6QqHgl6G/0Lp6a7q6d2Vc23Em66jVkJcn/t2ZnUGn7Bs2IOuhi7PpYcGEAgDTek1jQOMB9KzXk5n9ZpqlR2WJM+hsfaM8oRAe3rorYzFnzpyhc+fOnD59mk6dOpV1c2QcxZ498NVX0LMnzJ5t98tnZkLA/TBh+fng4WH3W8jIyJQyly6Ju4kDAyE11TH3CG8cTv61fDoe70hAd+eONSgjYm+/Qx4ZlHEITpk2aOBACAuz2BE0Vwtp5MDVFdwNJxuo8Dhl37ABWQ9dnE0PS6aJ9WGOHpVlZNDZ+kZ5QnYGZRzCxIkTy7oJ5QZztSi+XtDE5sEKjdw3dJH10MXZ9JCcwcJCMUyppZijR2VxBp2tb5QnZGdQxiFs2rSprJtQbjBXC09PGDsWRoxwcIPKGLlv6CLroYuz6eHj8+Dv1owOmtJDEASqPVWNoOFBuFYp1TwSpY6z9Y3yhHP3HJkyo3t34+mTKiRXr0L37mIgwIQEs6uZq0WDBrB2rbWNqzg4Zd+wAVkPXZxNDzc32LhRdAqLO4bmYkoPhUJBq9WtrGxdxcLZ+kZ5Qh4ZlHEI169fL+sm2B8PD0hOFj8W4JRa2ICshy6yHro4ox5PPw2DB1u3KcwZ9bAWWQvHITuDMg7B09OzrJtgf6xc/GOuFkVFYngZZ8cp+4YNyHroIuuhiyk9BI2AptD5U9GB3DcciewMyjiEwMDAsm6C/bFy8Y+5WixbJu4kfvppC9tVwXDKvmEDsh66OKMee/bA0qVw86bldU3pkR2ZzSH3Q4Q3ceIclvdxxr5RXpCdQRmHEB0dXdZNsD9ubg/meSxwBs3VQrqks8cXdMq+YQOyHro4ox7Tp8OLL8KZM5bXNaWHtJNY6e78P+fO2DfKC87fe2TKhP79+5d1ExyDpekEMF+LypCKDpy4b1iJrIcuzqiHBcmLSmBKj6KsIsD5w8qAc/aN8oLsDMo4hHXr1pV1ExyDFVbdXC2kS0q3cFactm9YiayHLs6ohy2Bp03pUVnyEoNz9o3yghxaRsYhvPnmm2XdBMfQrZsYA8aCuVxztagsI4NO2zesRNZDF2fUwxZn0JQelSXgNDhn3ygvyCODMg7BadMGrVsHBw5Ahw5mV7E0HZ2zO4NO2zesRNZDF2fUwxZn0JQelckZdMa+UV6QnUEZh/DSSy+VdRPKDeZqUVlGBuW+oYushy7OqIctzqApPdRZlccZdMa+UV6QnUEZh7B8+fKybkK5wVwtOneGoUOhSRMHN6iMkfuGLrIeujijHrZsIDGlh1cTL4KeCMK3g5O/ReKcfaO8IK8ZlHEIjz/+eFk3wTG8+y78/jt88glMnWpWFXO1+PhjWxpWcXDavmElsh66OKMeI0dC8+YQEmJ5XVN61Hy+JjWfr2llyyoWztg3ygvyyKCMQzh//nxZN8Ex5OXBvXuQmmp2FafVwkpkPXSR9dDFGfVo0waeecaipcZanFEPa5G1cByyMyjjEKpXr17WTXAMViz+MVcLTeXIKOW8fcNKZD10kfXQxZQegkYopZaUPXLfcByyMyjjEFxdnXQFghXOoLlaBAeLl7940ZqGVRyctm9YiayHLs6ox717sHEj7NhheV1TekQNieKQ1yHurbtnZesqDs7YN8oLpeoMqlQqpk2bRu3atfHy8iI0NJS9e/eaVff06dMMHjwYf39//Pz8GDhwIGfPni1R7uTJk7z55pu0bt0aHx8f6tevzzPPPMPly5d1yh04cACFQqH3Ex7u/DkeHc2tW7fKugmOwQpn0FwtsrIgJwe8vKxpWMXBafuGlch66OKMely4AGPGwLRpltc1pYc6W40mX4PCXWFl6yoOztg3ygul6mZPmjSJjRs38vbbb9OsWTOWLVvG0KFDCQsLo1evXgbrnTlzhl69elGvXj2mT5+ORqNh3rx59OnTh4iICJo3b64t+80333D06FHGjBlDu3btuHPnDnPnzqVTp06Eh4fTpk0bnWtPnTqVrl276hxr2rSpfb94JaRbt25l3QTHYEU6OnO0UKvF5YjFb+GsOG3fsBJZD12cUQ8rzIYWU3pUpjiDztg3yg1CKXHixAkBEObMmaM9lpeXJzRp0kTo0aOH0bpDhw4VAgMDheTkZO2xhIQEwdfXVxg1apRO2aNHjwoqlUrn2OXLlwUPDw9h3Lhx2mNhYWECIGzYsMGWryUIgiCcPn1aAITTp0/bfC1nYd68eWXdBMewapUggCD062d2FXO0SE8XLwuCkJdnSwPLP07bN6xE1kMXZ9QjOlp8tqtUsbyuKT2ONzouhBEmpB9Lt7J1FQdn7BvWYm+/o9SmiTdu3IiLiwsvv/yy9pinpydTpkzh+PHjRod/Dx8+zIABAwgKCtIeCw4Opk+fPuzYsYPsYlN2PXv2xN3dXad+s2bNaN26NRcNLMbKysqiqKjI2q8mo4fi/89ORa1a0LEjNGtmdhVztMjJEf90cbEo012FxGn7hpXIeujijHpII4O5uZbXNaWHOqfyjAw6Y98oL5SaMxgZGUlISAj+/v46x6VhX33r/yRUKhVeehZSeXt7U1BQYHK7uSAI3L17l2rVqpU4N3nyZPz9/fH09KRfv36cOnXK5HdRqVRkZmZqP9nWRBJ1cubPn1/WTXAMjz0GZ87AwoVmVzFHC8kZ9PYGhZMv/XHavmElsh66OKMe3t7inwUFYOm4gyk9tM6gt/M7g87YN8oLpeYMJiYmEhwcXOK4dCwhIcFg3ebNmxMeHo5ardYeKygo4MSJEwDEx8cbvfeqVauIj49n7Nix2mPu7u48/fTT/Pjjj2zdupVZs2Zx7tw5evfuTWRkpNHrffXVVwQEBGg/ffr00X7HhQsXolKptDkU586dy927d1m/fj1RUVEcOnSI3bt3Exsby7Jly8jKytIpm56ezsqVK7l06RL79u0jLCyM8+fPs3r1alJSUnTK5uXlsXjxYuLi4ti5cydHjx7l9OnTbNy4kYSEBJ2yarWa+fPnEx8fz+bNmzl16hTh4eFs376da9eusWjRohLtTkpKYu3atURFRXHw4EF2795NTEwMy5cvL9HuzMxMVqxYQUxMDHv27KF169acqdY+AwAAKFJJREFUO3eONWvWkJycrFM2Pz+fxYsXc+3aNXbs2MGxY8c4deoUmzZtIiEhgV9++QWNRsPcuXPRaDT88ssvJCQksGnTJk6dOsWxY8fYsWMH165dY/HixeTn5+tcPzk5mTVr1nDu3DnCwsLYs2cPMTExrFixgszMTJ2yWVlZLF++nJiYGHbv3s3BgweJiopi7dq1JCUl6ZRVqVQsWrSIa9eusX37dsLDwzl16hSbN28mPj6e+fPno1ardeokJCRQq1YtTp8+zdGjR9m5cydxcXEsXryYvLw8bdnfflsDgItLHufPnycsLIx9+/Zx6dIlVq5cSXp6eol2L1u2jNjYWHbv3s2hQ4eIiopi/fr13L17t0S7Fy5cyI0bN9i2bRvh4eGcPHmSLVu2cPv2bRYsWEBRUZFOncTERDZu3EhkZCRHjhzhzz//5OrVqyxZsoScnBydsqmpqaxevZro6Gj279/P33//TXR0NKtWrSItLU2nbHZ2Nj4+PsTGxrJr1y4OHz7M2bNn2bBhQ4l2FxYWsnDhQm7evMnWrVuJiIggIiKCrVu3cvPmTRYuXEhhYWGJZ23Dhg2cPXuWw4cPs2vXLmJjY1m6dCnZ2dk6ZdPS0li1ahXR0dH8/fff7N+/n+joaFavXk1qaqpO2ZycHJYsWcLVq1f5888/OXLkCJGRkWzcuJHExESdskVFRSxYsIDbt2+zZcsWTp48SXh4ONu2bePGjRslbARQKW1EWFiYXhsBOJ2N2Ldvq/a7ZWWVtBEbN240aCMk5s6dS0pKCqtXr35gI/buQ5MrxqTKLsou0e6KaiOWLl2q10aMGTOmUtoIfX7EsWPHsCt2mWw2g8aNGwtDhgwpcfzq1asCIPzwww8G686fP18AhIkTJwoXLlwQzp07J4wdO1Zwc3MTAGHlypUG6168eFHw9/cXevToIRQVFRltY2xsrODl5SUMGjTIaLn8/HwhIyND+zl48KC8ZvAhfv7557JuQrnBHC0uXRKEQYME4ZlnSqFBZYzcN3SR9dDFGfXQaARBqRTXDSYkWFbXmB7qArXwz5B/hDOPnhEKswptbGX5xxn7hrXYe81gqe0m9vLyQqVSlTien5+vPW+IV199lVu3bjFnzhxtbsIuXbrwwQcfMHv2bHwNbL+8c+cOw4YNIyAgQLtm0RhNmzblySefZNOmTajVaoPlPTw88Ci2sMvQ/Sszo0aNKusmOIZbt6BvX3Eu98oVs6qYo0Xz5rBrl41tqyA4bd+wElkPXZxRD4UCliwR1wM/tFLKJMb0ULopafdnOxtbV3Fwxr5RXii1aeLg4GASExNLHJeO1a5d22j92bNnc/fuXQ4fPkxUVBQnT55Ecz9lQ4iehI8ZGRkMGTKE9PR0du3aZfL6EvXq1aOgoIAcaRGXjFXYfQi7vODqCnFx4kcwL/K/02phJbIeush66OKsekycCM8+Cz4+ltVzVj2sQdbCcZTayGCHDh0ICwsjMzNTZxOJtO6vgxlJGwMDA3XiEe7bt4+6devSokULnXL5+fkMHz6cy5cvs2/fPlq1amV2O+Pi4vD09JRH+2ykUaNGZd0ExyBZckGA/HyzIkQ7rRZWIuuhi6yHLrIeush6PEDWwnGU2sjg6NGjUavVLFq0SHtMpVKxdOlSQkNDqVevHgC5ublcunSJ5ORko9dbt24dJ0+e5O2330apfPA11Go1Y8eO5fjx42zYsIEePXrorZ+UlFTi2D///MO2bdsYOHCgzjVlLEea/nc6pG2BYHacCHO0WLIE/PxgwgRrG1ZxcNq+YSWyHro4qx7HjsGmTaBngswoxvTIOp3FIZ9DnOpoOgqGM+CsfaM8UGojg6GhoYwZM4aPPvqIe/fu0bRpU5YvX87169f57bfftOUiIiLo168f06dPZ8aMGQAcOnSImTNnMnDgQIKCgggPD2fp0qUMHjyYt956S+c+7777Ltu2bWP48OGkpqby+++/65wfP348AGPHjsXLy4uePXtSo0YNoqOjWbRoEd7e3nz99deOFaMSkJ6eXtZNcAyuruDuLsaIyMmBYrEvDWGOFllZYoa7wkI7tLGc47R9w0pkPXRxVj3+7/8gIgK2boURI8yvZ0wPdbYaTa4GdZ7aYBlnwln7RnmgVNPRrVixgs8++4yVK1eSlpZGu3bt2LFjB48++qjRenXq1MHFxYU5c+aQlZVFo0aNmDVrFu+8806JxNVSvMLt27ezffv2EteSnMGnnnqKVatW8f3335OZmUn16tUZNWoU06dPl9PR2YGWLVuWdRMch4+P6AyaOTJojhbSpSxdT1QRceq+YQWyHro4qx7Ss23pcnRjeqhz78cY9HH+GIPgvH2jPFCqzqCnpydz5sxhzpw5Bsv07dsX4aGF+U2aNGH37t1m3ePAgQNmlZs6dSpTp041q6yM5ezfv5/GjRuXdTMcg48PpKWZbdXN0aJ40Glnx6n7hhXIeujirHpIzqClWUiM6VGZAk6D8/aN8kCpOoMylYdx48aVdRMcR8uWULWqmDvODMzRQnIGK8PIoFP3DSuQ9dDFWfWwdmTQmB6aHDGihtKncqxxd9a+UR6oHD1IptQpvg7U6dizB/75B8zYAQ/maVGZpomdum9YgayHLs6qhzTqb+nIoDE9Kts0sbP2jfKA7AzKOIQ333yzrJtQbjBHi8o0TSz3DV1kPXRxVj2sHRk0pkdlmyZ21r5RHpCdQRmHUDzPaGXHHC2aNoWePaF+/VJoUBkj9w1dZD10cVY9rHUGjenhXsudgF4BeLesBG+ROG/fKA8ohId3a8hYzJkzZ+jcuTOnT5+mU6dOZd2cckFKSgpBZoRdqZC88w7s2AGffw73d6cbw6m1sAJZD11kPXRxVj1OnICoKGjXDkJDza/nrHpYg6zFA+ztd8gjgzIOwdzd3xWSe/cgNhbu3jWruFNrYQWyHrrIeujirHqEhsJLL1nmCILz6mENshaOQ3YGZRxCu3ZOnDzdwhgRTq2FFch66CLroYushy6yHg+QtXAcsjMo4xD0pftzGqRdHmYu/jFHiy5doHZtOHnSloZVDJy6b1iBrIcuzqrHvXuwd6+Yls4SjOlxafIljtY6SuIyC3PcVVCctW+UB2RnUMYhqNVOnB7JwpXg5mhx546Ys9TM0IUVGqfuG1Yg66GLs+px+DAMHAgffGBZPWN6FCYXUni3EJxTshI4a98oD8jOoIxDqFu3blk3wXFYOE1sjhaVKbSMU/cNK5D10MVZ9bA2A4kxPaTQMkrvyvFT7qx9ozxQOXqQTKlz0pnnOy2cJjZHi8qUgcSp+4YVyHro4qx6WGg2tBjTQxtnsJIEnXbWvlEekJ1BGYcwfPjwsm6C46heHRo1gmrVzCpuSovCQvEDlcMZdOq+YQWyHro4qx7Wjgwa00OTK6ajqyzOoLP2jfKA7AzKOITff/+9rJvgOJ5/HuLiwMwAqKa0KP7jUBmmiZ26b1iBrIcuzqqHtUGnjelR2aaJnbVvlAfkoNN2QA46LWMLiYniTmKlEoqKQKEo6xbJyMjYm5s3oUEDcHcHlco+1zxa6yiFdwvp8k8XfNv52ueiMhUCOei0TIVAThv0AFNaCIIYiLZr18rhCMp9QxdZD12cVQ9pZLCgQHzpMxdjevi29cWnvQ+uAa42tq5i4Kx9ozwgjwzaAXlksCRZWVn4+fmVdTMcw4ULMGECVK0qBg4zgVNrYQWyHrrIeujirHoUFMDPP4tO4ZQp4OZmXj1n1cMaZC0eII8MylQI/vjjj7JuguNQq+HMGTh3zqziTq2FFch66CLroYuz6uHuDu++C6++ar4jCM6rhzXIWjgO2RmUcQiPPPJIWTfBcVgYI8KptbACWQ9dZD10kfXQRdbjAbIWjkN2BmUcQlxcXFk3wXEU3xZoxioLU1r89RfUqwfPPmuPxpV/nLpvWIGshy7OrMeZM/D335CRYX4dQ3rk387nWJ1jnGxbeWLvOXPfKGtkZ1DGIXh5eZV1ExyH5AwKglnbAk1pkZYGt29DZUm76dR9wwpkPXRxZj3GjIEBA+DiRfPrGNJDnaWmIKEAVbydtiZXAJy5b5Q1sjMo4xCqVKlS1k1wHMWDAZoxVWxKi8qUfQScvG9YgayHLs6shzVZSAzpUdmyj4Bz942yRnYGZRzCpUuXyroJjsPVVVwNDmalEzClhXSJyuIMOnXfsAJZD12cWQ9rAk8b0kPKPqL0qTw/487cN8qayhGcSKbU6dOnT1k3wbE0aCDGipDyyBnBlBbSD0NlyD4ClaBvWIishy7OrIc1zqAhPbQjg96VZ2TQmftGWVOqrxQqlYpp06ZRu3ZtvLy8CA0NZa8ZcdoATp8+zeDBg/H398fPz4+BAwdy9uxZm+9jS5tkDLNhw4ayboJjuXwZrl+Hxo1NFjWlRWUbGXT6vmEhsh66OLMe0gufJfmJDelR2fISg3P3jbKmVJ3BSZMm8f333zNu3Dh+/PFHXFxcGDp0KEeOHDFa78yZM/Tq1Yu4uDimT5/O559/TmxsLH369CEmJsam+1jbJhnjvPnmm2XdhHKDKS0q25pBuW/oIuuhizPrYc3IoCE9tHmJK9E0sTP3jTJHKCVOnDghAMKcOXO0x/Ly8oQmTZoIPXr0MFp36NChQmBgoJCcnKw9lpCQIPj6+gqjRo2y+j62tKk4p0+fFgDh9OnTZtdxdn7++eeybkK5wZQWs2cLQqtWgvDTT6XUoDJG7hu6yHro4sx6TJ4sCCAIX35pfh1Detz7454Q0TZCiHktxk6tK/84c9+wFHv7HaXmDL7//vuCi4uLkJGRoXP8yy+/FADh5s2bBuv6+fkJY8aMKXF82LBhgru7u5CVlWXVfWxpU3FkZ7Ak+fn5Zd0Ex/LvfwtC166CsGePyaJOr4WFyHroIuuhizPrsXOnIHz7rSCEh5tfx5n1sBRZiwfY2+8otfHlyMhIQkJC8Pf31znerVs3AIPr/0Bc16cvvpC3tzcFBQWcP3/eqvvY0iYZ4yxbtqysm+BYLl2Ckyfhzh2TRZ1eCwuR9dBF1kMXZ9Zj6FB4/30IDTW/jjPrYSmyFo6j1HYTJyYmEhwcXOK4dCwhIcFg3ebNmxMeHo5arcbFRVwsW1BQwIkTJwCIj4+36j7WtkmlUqEqFmw4OTkZgIuWRBJ1curWrcuZM2fKuhmOo6BA/DMmRkwrYASn18JCZD10kfXQRdZDF1mPB8haPEDyN/Ly8uxyvVJzBvPy8vDw8Chx3NPTU3veEK+//jqvvfYaU6ZM4YMPPkCj0TBr1iwSExNL1LXkPta26auvvuKLL74ocXz8+PEGv4OMkzJ7tviRkZGRkZEpZa5cuWKXnM2l5gx6eXnpjKZJ5Ofna88b4tVXX+XWrVvMmTOH5cuXA9ClSxc++OADZs+eja+vr1X3sbZNH330Ee+8847239evX6d9+/bs3r2batWqGfwelYXs7Gz69OnDwYMHdf5vKiOyFrrIeugi66GLrIcush4PkLXQJTk5mUGDBtG7d2+7XK/UnMHg4GCd6VwJaXSvdu3aRuvPnj2b9957jwsXLhAQEEDbtm35+OOPAQgJCbHqPta2ycPDQ2dEsWHDhgB07969xPrDykhmZiYAHTp0qPR6yFroIuuhi6yHLrIeush6PEDWQhdJD3sNQJXaBpIOHTpw+fJl7ReQkNb9dejQweQ1AgMD6dWrF23btgVg37591K1blxYtWlh1H3u0SUZGRkZGRkamIlNqzuDo0aNRq9UsWrRIe0ylUrF06VJCQ0OpV68eALm5uVy6dEm7KcMQ69at4+TJk7z99tsolQ++hrn3sbSsjIyMjIyMjIwzUmrTxKGhoYwZM4aPPvqIe/fu0bRpU5YvX87169f57bfftOUiIiLo168f06dPZ8aMGQAcOnSImTNnMnDgQIKCgggPD2fp0qUMHjyYt956y6r7WFrWGB4eHkyfPl3vZpTKiKzHA2QtdJH10EXWQxdZD11kPR4ga6GL3fWwS7RCM8nLyxPee+89oVatWoKHh4fQtWtXYdeuXTplwsLCBECYPn269tiVK1eEgQMHCtWqVRM8PDyEFi1aCF999ZWgUqmsvo81ZWVkZGRkZGRknA2FIAiCfdxKGRkZGRkZGRmZikblyXAtIyMjIyMjIyNTAtkZlJGRkZGRkZGpxMjOoIyMjIyMjIxMJUZ2Bu+jUqmYNm0atWvXxsvLi9DQUPbu3Wv3urbcpzSxpp0nT57kzTffpHXr1vj4+FC/fn2eeeYZLl++XKLsgQMHUCgUej/h4eGO+lpWYe3/maXfsaL0DbCurZMmTTKoh0Kh0AkAX1H6R3Z2NtOnT2fw4MFUrVoVhULBsmXLzK7vbLbDWj2c1XbY0j+c0X5Yq4cz2g5L+rw+7G07Si20THln0qRJbNy4kbfffptmzZqxbNkyhg4dSlhYGL169bJbXVvuU5pY085vvvmGo0ePMmbMGNq1a8edO3eYO3cunTp1Ijw8nDZt2pSoM3XqVLp27apzrGnTpg75TtZi6/+Zud+xovQNsK6tr7zyCgMGDNA5JggCr776Kg0bNqROnTol6pT3/pGcnMzMmTOpX78+7du358CBAxbVdzbbYa0ezmo7bO0f4Fz2w1o9nNF2WNPni2N321G2m5nLBydOnBAAYc6cOdpjeXl5QpMmTYQePXrYra4t9ylNrG3n0aNHS4T7uXz5suDh4SGMGzdO57gUQmjDhg32bbydseX/zJLvWFH6hiDYt62HDx8WAGH27Nk6xytK/8jPzxcSExMFQRCEkydPCoCwdOlSs+o6o+2wVg9ntB2CYFv/cEb7YYseD1PRbYclff5hHGE75GliYOPGjbi4uPDyyy9rj3l6ejJlyhSOHz/OrVu37FLXlvuUJta2s2fPnri7u+sca9asGa1bt+bixYsG75eVlUVRUZF9Gm9n7PV/Zuo7VpS+AfZt6+rVq1EoFDz//PMGy5Tn/uHh4UGtWrWsquuMtsNaPZzRdoBt/aM4zmI/7KUHVHzbYW2fB8fYDtkZBCIjIwkJCSmR/Lpbt24AnD171i51bblPaWLPdgqCwN27dw0m0548eTL+/v54enrSr18/Tp06ZXW7HYE9tDDnO1aUvgH2a2thYSHr16+nZ8+eNGzYUG+Z8t4/bMEZbYc9qei2w144m/2wB85qO0z1eQlH2A55zSCQmJhIcHBwiePSsYSEBLvUteU+pYk927lq1Sri4+OZOXOmznF3d3eefvpphg4dSrVq1YiOjua///0vvXv35tixY3Ts2NG2L2EnbNHCku9YUfoG2K+tu3fvJiUlhXHjxpU4V1H6hy04o+2wJxXddtiKs9oPe+CstsNQn38YR9gO2RkE8vLy9Ob38/T01J63R11b7lOa2Kudly5d4o033qBHjx5MnDhR51zPnj3p2bOn9t8jRoxg9OjRtGvXjo8++ohdu3bZ8A3shy1aWPIdK0rfAPu1dfXq1bi5ufHMM8+UOFdR+octOKPtsBfOYDtsxVnthz1wRtthrM8/jCNshzxNDHh5eaFSqUocz8/P1563R11b7lOa2KOdd+7cYdiwYQQEBGjXLJiiadOmPPnkk4SFhaFWqy1vuAOw9/+Zoe9YUfoG2Ket2dnZbN26lUGDBhEUFGTWfctj/7AFZ7Qd9sBZbIcjcAb7YSvOaDss7fOOsB2yM4g4XJqYmFjiuHSsdu3adqlry31KE1vbmZGRwZAhQ0hPT2fXrl0Wfa969epRUFBATk6OZY12EI74P9P3HStK3wD7tHXLli3k5ubqneYxRnnrH7bgjLbDVpzJdjiKim4/bMXZbIc1fd4RtkN2BoEOHTpw+fJlMjMzdY6fOHFCe94edW25T2liSzvz8/MZPnw4ly9fZseOHbRq1cqie8fFxeHp6Ymvr6/F7XYEjvg/0/cdK0rfAPu0ddWqVfj6+jJixAiL7l3e+octOKPtsAVnsx2OoqLbD1txJtthbZ93iO2wOkiOExEeHl4iDk9+fr7QtGlTITQ0VHssJydHuHjxopCUlGRxXUvLliXW6lFUVCSMGDFCcHV1FXbu3Gn0Hvfu3Stx7OzZs4Kbm5swYsQIO30T27Glb1jyHStK3xAE2zQRBFEXV1dX4YUXXjB4j4rSP4pjLG5aZbEdxbFED2e0HQ9jaf9wVvshYakeguBctsPcPl9atkPeQAKEhoYyZswYPvroI+7du0fTpk1Zvnw5169f57ffftOWi4iIoF+/fkyfPp0ZM2ZYVNfSsmWJtXq8++67bNu2jeHDh5Oamsrvv/+uc93x48dr/z527Fi8vLzo2bMnNWrUIDo6mkWLFuHt7c3XX39dat/VFLb0DUu+Y0XpG2CbJgDr1q2jqKjI6DRPRekfAHPnziU9PV27K2/79u3cvn0bgH//+98EBARUGtsB1unhjLZDwtr+4az2w1o9wLlsh7l9vtRshz08XGcgLy9PeO+994RatWoJHh4eQteuXYVdu3bplJEim0+fPt3iutaULUus0aNPnz4CYPBTnB9//FHo1q2bULVqVcHV1VUIDg4Wxo8fL8TGxpbWVzQba/uGpd+xovQNQbDteenevbtQo0YNoaioyOD1K1L/aNCggcE+f+3aNUEQKpftsEYPZ7UdgmB9/3BW+2HL8+JMtsPcPl9atkMhCIJgpiMrIyMjIyMjIyPjZMgbSGRkZGRkZGRkKjGyMygjIyMjIyMjU4mRnUEZGRkZGRkZmUqM7AzKyMjIyMjIyFRiZGdQRkZGRkZGRqYSIzuDMjIyMjIyMjKVGNkZlJGRkZGRkZGpxMjOoIyMjIyMjIxMJUZ2BmVkZGRkZGRkKjGyMygjIyMDTJo0CYVCgUKhoE2bNjrnioqK+OCDD6hXrx5KpZKnnnqqbBopU+6pUqWKth+9+eabZd0cGRmzkJ1BGZlyzLJly7Q/LA9/Pvzww7JuntNRrVo1Vq5cWSKh/ZIlS5gzZw6jR49m+fLl/N///V8ZtbAke/bsYcqUKbRp0wYXFxcaNmxosOyVK1cYPXo0gYGBeHt706tXL8LCwnTKaDQali1bxogRI6hXrx4+Pj60adOGWbNmkZ+fb3a7jh07Rq9evfD29qZWrVpMnTqV7OzsEuVUKhXTpk2jdu3aeHl5ERoayt69eyvsNRctWsTKlStNySMjU76wc+5lGRkZO7J06VIBEGbOnCmsXLlS5xMZGVnWzXMqJk6cKDRo0EDvubFjxwp16tQp3QaZycSJEwVPT0+hZ8+eQt26dQ1+h5s3bwrVqlUTatasKcyePVv43//+J7Rv315wdXUVDh48qC2XlZUlAEL37t2FWbNmCYsWLRImT54sKJVKoW/fvoJGozHZpsjISMHT01Po2LGjMH/+fOGTTz4RPDw8hMGDB5co++yzzwqurq7Ce++9JyxcuFDo0aOH4OrqKhw+fLhCXlMCEN544w2TWsnIlAdkZ1BGphwjOYMnT540u05eXp6gVqsd2CrnxJgz2K9fP6F169al2yAziY+PFwoKCgRBEIRhw4YZ/A6vv/664OrqKly6dEl7LCcnR6hXr57QqVMn7TGVSiUcPXq0RP0vvvhCAIS9e/eabNOQIUOE4OBgISMjQ3vs119/FQBh9+7d2mMnTpwQAGHOnDnaY3l5eUKTJk2EHj16VMhrSsjOoExFQp4mlpGpwBw4cACFQsHatWv59NNPqVOnDt7e3mRmZgJw4sQJBg8eTEBAAN7e3vTp04ejR4+WuM6RI0fo2rUrnp6eNGnShIULFzJjxgwUCoW2zPXr11EoFCxbtqxEfYVCwYwZM3SOxcfH8+KLL1KzZk08PDxo3bo1S5Ys0dv+9evXM3v2bOrWrYunpyf9+/fnypUrJe5z4sQJhg4dSmBgID4+PrRr144ff/wRgKVLl6JQKIiMjCxR78svv8TFxYX4+HiTmhZH+s5hYWFcuHBBO0V/4MABANauXUvnzp3x8/PD39+ftm3battTWtSuXRs3NzeT5Q4fPkzHjh1p3ry59pi3tzcjRozgzJkzxMbGAuDu7k7Pnj1L1B85ciQAFy9eNHqfzMxM9u7dy/jx4/H399cenzBhAr6+vqxfv157bOPGjbi4uPDyyy9rj3l6ejJlyhSOHz/OrVu3KtQ1ZWQqKq5l3QAZGRnTZGRkkJycrHOsWrVq2r//5z//wd3dnffeew+VSoW7uzv79+9nyJAhdO7cmenTp6NUKlm6dCmPPfYYhw8fplu3bgCcO3eOgQMHUr16dWbMmEFRURHTp0+nZs2aVrf37t27dO/eXbuIvnr16vz1119MmTKFzMxM3n77bZ3yX3/9NUqlkvfee4+MjAy+/fZbxo0bx4kTJ7Rl9u7dyxNPPEFwcDBvvfUWtWrV4uLFi+zYsYO33nqL0aNH88Ybb7Bq1So6duyoc/1Vq1bRt29f6tSpY9H3qF69OitXrmT27NlkZ2fz1VdfAdCyZUv27t3Lc889R//+/fnmm28A0VE6evQob731ltHrpqWloVarTd7f29sbb29vi9psCJVKRWBgoN57AJw+fZpmzZoZrH/nzh1At9/p49y5cxQVFdGlSxed4+7u7nTo0EHHWY+MjCQkJETHGQO0ffPs2bPUq1evwlxTRqaiIjuDMjIVgAEDBpQ4JgiC9u/5+fmcOnUKLy8v7blXX32Vfv368ddff2lH+F555RVat27Np59+yp49ewD4/PPPEQSBw4cPU79+fQCefvpp2rZta3V7P/nkE9RqNefOnSMoKAiAV199leeee44ZM2bwyiuvaNsqtf/s2bO4u7sDEBgYyFtvvcX58+dp06YNarWaV155heDgYM6ePUuVKlVK6ODn58dTTz3FmjVr+Pbbb1EqxYmPyMhIoqOjef/99y3+Hj4+PowfP57Fixfj4uLC+PHjted27tyJv78/u3fvxsXFxaLrduzYkRs3bpgsN3369BIjrtbSvHlzDh8+TFZWFn5+ftrjR44cATA5avrtt9/i7+/PkCFDjJZLTEwEIDg4uMS54OBgDh8+rFPWUDmAhISECnVNGZmKiuwMyshUAH755RdCQkIMnp84caKOc3X27FliY2P59NNPSUlJ0Snbv39/Vq5ciUajQRAEdu/ezVNPPaV1BEEc+Ro0aBB//vmnxW0VBIE//viDZ555BkEQdEY0Bw0axNq1azlz5gyPPPKI9vjkyZO1jiBA7969AYiLi6NNmzZERkZy7do1fvjhBx1HENCZyp4wYQJr1qwhLCyM/v37A+KooJeXF08//bTF38UYVapUIScnh7179zJ48GCL6q5atYq8vDyT5Ro3bmxt80rw2muvsX37dsaOHcvs2bPx8fFh3rx5nDp1CsBoe7788kv27dvHvHnzSuj/MNJ1PDw8Spzz9PTUuU9eXp7BcsWvVVGuKSNTUZGdQRmZCkC3bt1KTGcVp1GjRjr/ltZ/TZw40WCdjIwMVCoVeXl5eqcHmzdvbpUzmJSURHp6OosWLWLRokV6y9y7d0/n38UdUUA7nZmWlgbA1atXAUrE/3uYxx9/nODgYFatWkX//v3RaDSsWbOGJ598Umc0zB68/vrrrF+/niFDhlCnTh0GDhzIM888Y5ZjWNwRLi2GDBnCzz//zIcffkinTp0AaNq0KbNnz+aDDz7A19dXb71169bx6aefMmXKFF577TWT95FeSlQqVYlz+fn5Oi8tXl5eBssVv1ZFuaaMTEVFdgZlZJyAh3+MNBoNAHPmzKFDhw566/j6+ur9gTNE8RG44jy89k269/jx4w06o+3atdP5t6Fp1uJT4ebg4uLC888/z6+//sq8efM4evQoCQkJOtO79qJGjRqcPXuW3bt389dff/HXX3+xdOlSJkyYwPLly43WTUpKMmvNoK+vr0EnzRrefPNNJk+eTFRUlHZt3G+//Qagd+R57969TJgwgWHDhrFgwQKz7iFNnUrTsMVJTEykdu3aOmX1TU9LdaWyFeWaMjIVFdkZlJFxQpo0aQKAv7+/3vWGEtWrV8fLy0s7klicmJgYnX9Lo3Xp6ek6xx9e+1a9enX8/PxQq9VG720J0vc5f/68yWtOmDCB7777ju3bt/PXX39RvXp1Bg0aZJd2PIy7uzvDhw9n+PDhaDQaXn/9dRYuXMhnn31G06ZNDdbr2rVrqa8ZlPDx8aFHjx7af+/btw8vL68So5UnTpxg5MiRdOnShfXr1+Pqat7PRZs2bXB1deXUqVM888wz2uMFBQWcPXtW51iHDh0ICwsjMzNTZ3OGtHFIepGpKNeUkamoyKFlZGSckM6dO9OkSRP++9//6s2mkJSUBIgjaYMGDWLLli3cvHlTe/7ixYvs3r1bp46/vz/VqlXj0KFDOsfnzZun828XFxeefvpp/vjjD86fP2/w3pbQqVMnGjVqxP/+978SzujDo4ft2rWjXbt2LF68mD/++INnn33WbEfGEh5ei6lUKrUjnqZGXFetWsXevXtNfiZMmGD3dhfn2LFjbNq0iSlTphAQEKA9fvHiRYYNG0bDhg3ZsWOH0WnQS5cu6fSdgIAABgwYwO+//05WVpb2+MqVK8nOzmbMmDHaY6NHj0atVussJ1CpVCxdupTQ0FDtDt2Kck0ZmYqKPDIoI+OEKJVKFi9ezJAhQ2jdujWTJ0+mTp06xMfHExYWhr+/P9u3bwfgiy++YNeuXfTu3ZvXX3+doqIifv75Z1q3bk1UVJTOdf/1r3/x9ddf869//YsuXbpw6NAhLl++XOL+X3/9NWFhYYSGhvLSSy/RqlUrUlNTOXPmDPv27SM1NdXi7zN//nyGDx9Ohw4dmDx5MsHBwVy6dIkLFy6UcFwnTJjAe++9B+CQKWIQtUhNTeWxxx6jbt263Lhxg59//pkOHTrQsmVLo3XtuWYwKiqKbdu2AWK6uYyMDGbNmgVA+/btGT58OCCO4D7zzDOMGDGCWrVqceHCBRYsWEC7du348ssvtdfLyspi0KBBpKWl8f7777Nz506d+zVp0kRnZLFly5b06dNHG3sRYPbs2fTs2ZM+ffrw8ssvc/v2bb777jsGDhyos6YyNDSUMWPG8NFHH3Hv3j2aNm3K8uXLuX79unb6uqJdU0amQlJm4a5lZGRMYioDSVhYmAAIGzZs0Hs+MjJSGDVqlBAUFCR4eHgIDRo0EJ555hnh77//1il38OBBoXPnzoK7u7vQuHFjYcGCBcL06dOFh01Ebm6uMGXKFCEgIEDw8/MTnnnmGeHevXsCIEyfPl2n7N27d4U33nhDqFevnuDm5ibUqlVL6N+/v7Bo0SKT7b927ZoACEuXLtU5fuTIEeHxxx8X/Pz8BB8fH6Fdu3bCzz//XOJ7JyYmCi4uLkJISIheXfRhLANJnz59SmQg2bhxozBw4EChRo0agru7u1C/fn3hlVdeERITE82+pz2Q+oi+z8SJE7XlUlNThSeffFKoVauW4O7uLjRq1EiYNm2akJmZqXM9SXtzrikIYqaNPn36lGjX4cOHhZ49ewqenp5C9erVhTfeeKPEvQRBzOTx3nvvCbVq1RI8PDyErl27Crt27dL7XSvKNSVd5AwkMhUFhSBYuEJbRkamUjBjxgy++OILizdxlAeSk5MJDg7m888/57PPPjOrzqRJk9i/fz9nzpzB1dXVZAgVGRl9pKamotFoqF69Om+88QZz584t6ybJyJhEXjMoIyPjdCxbtgy1Ws0LL7xgUb1bt25RvXp1evXq5aCWyTg7jRs3pnr16mXdDBkZi5DXDMrIyDgN+/fvJzo6mtmzZ/PUU0/RsGFDs+t+8MEH2vWF9gznIlO52Lp1K4WFhQDyxhKZCsP/A2TJvBn7DsrjAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -462,13 +481,13 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "372445f4", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -486,7 +505,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "id": "2c7b858c", "metadata": {}, "outputs": [ @@ -494,12 +513,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "FIR filter group delay = 63.500000\n" + "FIR filter group delay = 1151.500000\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_11899/4263550011.py:2: UserWarning: The filter's denominator is extremely small at frequencies [0.270, 0.295, 0.319, 0.344, 0.368, 0.393, 0.417, 0.442, 0.466, 0.491, 0.515, 0.540, 0.565, 0.589, 0.614, 0.638, 0.663, 0.687, 0.712, 0.736, 0.761, 0.785, 0.810, 0.834, 0.859, 0.884, 0.908, 0.933, 0.957, 0.982, 1.006, 1.031, 1.055, 1.080, 1.104, 1.129, 1.154, 1.178, 1.203, 1.227, 1.252, 1.276, 1.301, 1.325, 1.350, 1.374, 1.399, 1.424, 1.448, 1.473, 1.497, 1.522, 1.546, 1.571, 1.595, 1.620, 1.644, 1.669, 1.694, 1.718, 1.743, 1.767, 1.792, 1.816, 1.841, 1.865, 1.890, 1.914, 1.939, 1.963, 1.988, 2.013, 2.037, 2.062, 2.086, 2.111, 2.135, 2.160, 2.184, 2.209, 2.233, 2.258, 2.283, 2.307, 2.332, 2.356, 2.381, 2.405, 2.430, 2.454, 2.479, 2.503, 2.528, 2.553, 2.577, 2.602, 2.626, 2.651, 2.675, 2.700, 2.724, 2.749, 2.773, 2.798, 2.823, 2.847, 2.872, 2.896, 2.921, 2.945, 2.970, 2.994, 3.019, 3.043, 3.068, 3.093, 3.117], around which a singularity may be present\n", + " w, gd = signal.group_delay((hPrototype, [1.0]), w=1024, fs=1)\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -524,15 +551,21 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "ea14000d", + "execution_count": 16, + "id": "fa4b54d6", "metadata": {}, "outputs": [], "source": [ "# Select impulse response for downconverter / analysys and for upconverter / synthesis\n", - "aPrototype = hPrototype\n", + "# . Use flipped aPrototype to make SNR results for refBunton with CW equal to reconstruct.m.\n", + "# The SNR improves slightly for flipped aPrototype, because refBunton hPrototype is\n", + "# asymmetrical. The combination of convolute(np.flip(hPrototype), hPrototype) yields an\n", + "# overall linear phase, so constant group delay for the reconstructed signal.\n", + "if flipAPrototype:\n", + " aPrototype = np.flip(hPrototype)\n", + "else:\n", + " aPrototype = hPrototype\n", "sPrototype = hPrototype\n", - "sPrototype = np.flip(hPrototype)\n", "#hPrototype" ] }, @@ -546,7 +579,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "id": "e74340e4", "metadata": {}, "outputs": [], @@ -566,7 +599,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "id": "bd2add56", "metadata": {}, "outputs": [], @@ -591,7 +624,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "id": "7106ad3f", "metadata": {}, "outputs": [ @@ -601,13 +634,13 @@ "(0.0, 10.0)" ] }, - "execution_count": 18, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -641,7 +674,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "id": "da53b25e", "metadata": {}, "outputs": [], @@ -653,23 +686,23 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "id": "9acf0ec2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f06500e35b0>" + "<matplotlib.legend.Legend at 0x7fb48438d7c0>" ] }, - "execution_count": 20, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -709,7 +742,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "id": "b8036250", "metadata": {}, "outputs": [ @@ -717,12 +750,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Ndft = 16\n", - "Ndown = 12\n", - "w_k = 0.7853981633974483\n", + "Ndft = 192\n", + "Ndown = 144\n", + "w_k = 0.06544984694978735\n", "D_w_k = 9.42477796076938\n", "\n", - "PASSED\n" + "PASSED: LOdown == LoD\n" ] } ], @@ -749,12 +782,12 @@ " plt.plot(m_sub, LOdown.imag, 'r--')\n", " plt.plot(m_sub, loD.real, 'g-')\n", " plt.plot(m_sub, loD.imag, 'g--')\n", - "verify_result(result)" + "verify_result(result, ': LOdown == LoD', enExit)" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "id": "0663df66", "metadata": {}, "outputs": [], @@ -765,12 +798,12 @@ " if not result:\n", " plt.plot(m_sub, LOdown.real, 'r-')\n", " plt.plot(m_sub, LOdown.imag, 'r--')\n", - " verify_result(result)" + " verify_result(result, ': LOdown == 1, for Ros = 1', enExit)" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "id": "3a039428", "metadata": {}, "outputs": [ @@ -778,7 +811,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PASSED\n" + "PASSED: yDown == yBpfDownLo, for Ros >= 1\n" ] } ], @@ -791,7 +824,7 @@ "\n", "# result is True for any Ndft, Ndown, because LOdown is in equation of yBpfDownLo\n", "result = np.all(np.isclose(yDown, yBpfDownLo))\n", - "verify_result(result)" + "verify_result(result, ': yDown == yBpfDownLo, for Ros >= 1', enExit)" ] }, { @@ -814,7 +847,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "id": "327236c2", "metadata": {}, "outputs": [ @@ -838,7 +871,7 @@ " plt.plot(m_sub, yDown.imag, 'g.--')\n", " plt.plot(m_sub, yMaxDownBpfLo.real, 'r-')\n", " plt.plot(m_sub, yMaxDownBpfLo.imag, 'r--')\n", - " verify_result(result)" + " verify_result(result, ': yDown == yMaxDownBpfLo, for Ros = 1', enExit)" ] }, { @@ -851,7 +884,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "id": "aefa8615", "metadata": {}, "outputs": [ @@ -860,16 +893,16 @@ "output_type": "stream", "text": [ "> non_maximal_downsample_bpf():\n", - " . len(x) = 384\n", - " . Nx = 373\n", - " . Nblocks = 32\n", - " . len(yc) = 32\n", + " . len(x) = 110592\n", + " . Nx = 110449\n", + " . Nblocks = 768\n", + " . len(yc) = 768\n", " . Ros = 1.3333333333333333\n", - " . Ndown = 12\n", - " . Ndft = 16\n", + " . Ndown = 144\n", + " . Ndft = 192\n", " . k = 2\n", "\n", - "PASSED\n" + "PASSED: yDown == yDownBpfLo for any Ros\n" ] } ], @@ -884,7 +917,19 @@ " plt.plot(m_sub, yDown.imag, 'g.--')\n", " plt.plot(m_sub, yDownBpfLo.real, 'r-')\n", " plt.plot(m_sub, yDownBpfLo.imag, 'r--')\n", - "verify_result(result)" + "verify_result(result, ': yDown == yDownBpfLo for any Ros', enExit)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "860a1f90", + "metadata": {}, + "outputs": [], + "source": [ + "# Only check bin phase and bin ampl for CW at center of bin, and with averaging over \n", + "# least Ntaps number of subband periods\n", + "verifyBin = wgSubIsInt and not wgModulation and SNR_WG_dB >= 100 and Nsim >= 2 * Ntaps" ] }, { @@ -895,63 +940,43 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 28, "id": "f814c9b9", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "wgSub = 1.5, SNR_WG_dB = 100.0 dB, Nsim = 24 [Tsub]\n" - ] - } - ], + "outputs": [], "source": [ "# Verify subband bin phase\n", - "verifyPhase = wgSubIsInt and not wgModulation\n", - "verifyPhase = False\n", - "print('wgSub = %.1f, SNR_WG_dB = %.1f dB, Nsim = %d [Tsub]' % (wgSub, SNR_WG_dB, Nsim))\n", - "if verifyPhase: \n", + "if verifyBin: \n", + " print('wgSub = %.1f, Nsim = %d [Tsub]' % (wgSub, Nsim))\n", " # The phaseMargin >> c_atol, because it depends on the stop band attenuation of the\n", " # aPrototype LPF. This is because the LO downconverts the positive frequency band\n", " # of the WG cos() wave, so the negative frequency band will appear in the stop band.\n", - " if SNR_WG_dB < 100: \n", - " # Determine some appropriate phase margin dependent on SNR.\n", - " phaseMargin = 360 / 10**(SNR_WG_dB / 20)\n", - " else:\n", - " # Use fixed approriate phase margin for carrier only, so with no AWGN.\n", - " phaseMargin = 1 # 0.01\n", - " # Only check phase margin when it can be averaged over at least Ntaps number of subband periods\n", - " if Nsim >= 2 * Ntaps:\n", - " binPhase = np.mean(np.angle(yDownBpfLo[Ntaps:], deg=True))\n", - " diffPhase = np.abs(wgPhase - binPhase)\n", - " snrPhase_dB = pow_db(1 / diffPhase)\n", - " print('binPhase = %.3f, diffPhase = %.3f, phaseMargin = %.3f [deg], snrPhase_dB = %.1f dB' %\n", - " (binPhase, diffPhase, phaseMargin, snrPhase_dB))\n", - " result = np.isclose(wgPhase, binPhase, atol=phaseMargin)\n", - " verify_result(result)\n", - " else:\n", - " print('No snrPhase_dB estimate feasible.')" + " # Use fixed approriate phase margin for carrier only, so with no AWGN.\n", + " phaseMargin = 1 # 0.01\n", + " binPhase = np.mean(np.angle(yDownBpfLo[Ntaps:], deg=True))\n", + " diffPhase = np.abs(wgPhase - binPhase)\n", + " snrPhase_dB = pow_db(1 / diffPhase)\n", + " print('binPhase = %.3f, diffPhase = %.3f, phaseMargin = %.3f [deg], snrPhase_dB = %.1f dB' %\n", + " (binPhase, diffPhase, phaseMargin, snrPhase_dB))\n", + " result = np.isclose(wgPhase, binPhase, atol=phaseMargin)\n", + " verify_result(result, ': wgPhase ~= binPhase', enExit)" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 29, "id": "dd7a9503", "metadata": {}, "outputs": [], "source": [ "# Verify subband bin amplitude\n", - "amplMargin = wgAmpl * 0.01\n", - "verifyAmpl = wgSubIsInt and Nsim >= 2 * Ntaps and not wgModulation\n", - "verifyAmpl = False\n", - "if verifyAmpl:\n", - " # Only when it can be averaged over at least Ntaps number of subband periods\n", + "if verifyBin:\n", + " print('wgSub = %.1f, Nsim = %d [Tsub]' % (wgSub, Nsim))\n", + " amplMargin = wgAmpl * 0.01\n", " binAmpl = np.mean(np.abs(yDownBpfLo[Ntaps:]))\n", " print('wgAmpl = %.3f, binAmpl = %f, amplMargin = %.3f' % (wgAmpl, binAmpl, amplMargin))\n", " result = np.isclose(wgAmpl / nofSsb, binAmpl, atol=amplMargin)\n", - " verify_result(result)" + " verify_result(result, ': wgAmpl / nofSsb ~= binAmpl', enExit)" ] }, { @@ -974,7 +999,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 30, "id": "3cf6aa74", "metadata": {}, "outputs": [], @@ -988,7 +1013,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 31, "id": "373ab5bb", "metadata": {}, "outputs": [], @@ -1006,7 +1031,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 32, "id": "a5c60be5", "metadata": {}, "outputs": [ @@ -1016,14 +1041,14 @@ "text": [ "wgSub = 1.500000\n", "kLo = 2\n", - "xLen = 129 input samples\n", - "yrSNR = 5.98613 [dB], single bin\n", - "yrAmpl = 0.507261\n" + "xLen = 105985 input samples\n", + "yrSNR = 5.37011 [dB], single bin\n", + "yrAmpl = 0.461807\n" ] }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlwAAAFJCAYAAABO7/MFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOxdeZwUxfX/zrEzs/dyX3KJLOIBGA+84xVFjVF2vaIx0XgbQ9Rf1GgOwDsaNSarAqKgBERgB0FQUAFBQE65F5YbhF2WvWf2mLt+f1RXdVdfc8Oi+z6f/Ux3b3d1fbtevXrv1atXFkIIwU+MVqxYgYsvvhj/+9//MHjw4LS8o7q6Gl26dElL2e0UG7W3wfGl9u9/fKn9+x9/am+D40tt6ftv374d9uNdieNBmZmZAIDBgwfjZz/7WVreMWvWLFxzzTVpKbudYqP2Nji+1P79jy+1f//jT+1tcHyprX1/6/GuwI+V+vfvf7yr8JOn9jY4vtT+/Y8vtX//40/tbXB8qa19/3aFK03k8/mOdxV+8tTeBseX2r//8aX273/8qb0Nji+1te/frnCliRoaGo53FX7y1N4Gx5fav//xpfbvf/ypvQ2OL7W179+ucKWJ0hWM306xU3sbHF9q//7Hl9q///Gn9jY4vtTWvn+7wpUmWrx48fGuwk+e2tvg+FL79z++1P79jz+1t8Hxpbb2/S0/xbQQ33//Pc4++2ysX78+basUW1tb+WrIdjo+1N4Gx5fav//xpfbvf/ypvQ2OL7Wl7//9998n7+FqamrC6NGjMWLECHTs2BEWiwWTJ0+O+Xm/34+nn34aPXv2RGZmJoYPH46vvvoq6XuPN73//vvHuwo/eWpvg+NL7d//+FL79z/+1N4Gx5fa2vdP2sO1f/9+9O/fH3369MHJJ5+Mb775BpMmTcLdd98d0/O//vWvMWvWLDz22GMYOHAgJk+ejLVr12LJkiW4+OKLE77XjI6Fh6ud2qmd2qmd2qmd2glIkYerR48eqKysxIEDB/Daa6/F9eyaNWswffp0vPzyy3jttdfwwAMPYPHixejbty+eeuqphO89ruR2A0OHIpSRAQwdSs9/CiThRmZmm8FdUlKS3he0QczHhGLEnfbvf6zpBGvvlHz/EwxzyihFuE+4PvAja++Yvv+xxExSSGvXriUAyKRJk2K6/8knnyQ2m400NjYK11966SUCgBw8eDChe6PR+vXrCQCyfv36mJ+JiUpLCQEIsVjE39LS1L6nrVEbxV1TU5O+wtso5rRTHLjT+v2PNZ2A7Z309z8BMaeEUoj7hOoDP8L2jvr9jyHm9evXk+O6SnHDhg0oLCxEXl6ecP28884DAGzcuDGhe9Xk9/vh8Xj4X1NTU2oAqGnsWMBiAdgsLSH0/Lnn0vO+tkJtFPfChQvTV3gbxZx2igN3Wr//saYTsL2T/v4nIOaUUApxn1B94EfY3lG//zHGfFwVrsrKSvTo0UNznV2rqKhI6F41vfzyy8jPz+d/P//5z3mZ48ePh9/v567HkpISVFVVYcaMGdi8eTOWLVuGhQsXYteuXZg8eTK8Xq9wb0NDA6ZMmYIdO3YgvH273HCMCAHKy1FSUoLW1lZMnDgRe/fuxfz587FixQqsX78es2bNQkVFhVBuOBzGu+++i8OHD2P100+jZeBARJxONPbvj6p338WECRM09a6ursb06dOxefNmLF26FAsXLkR5eTk+/PBDod6f33cfwmecgbDDAd+pp2LjP/6BJUuWYMuWLfj4449RU1MjlOvz+TBx4kTs27cP8+bNw8qVK7Fu3Tq43W5UVFQgVFamiztcVoZ169Zh5cqVmDdvHvbt24eJEyfC5/MJ5dfU1ODjjz/Gli1bsGTJEnz55ZcoLy/HN6NGIXzGGXx69vP77oPX68WHH36I8vJyLFy4EEuXLsXmzZsxffp0VFdXC+WeeuqpmDBhAvbt24e1zzyDZvYN+/VD7Xvv4d1330U4HBaeqaiowKxZs7B+/XqsWLEC8+fPx969ezFx4kS0trbye40wR7Zvx5QpU9DQ0CCU6/V6MXnyZOzatQsLFy7EsmXLsHnzZsyYMQNVVVXCvcFPPkHtSSeBuFxo7N8f5a+8grVr1+LTTz/FoUOHMG7cOIRCIeGZyspKzJo1Cxs2bMDy5cvx+eefY8+ePVj0hz8gfOaZwjesq6vDtGnTUFZWhsWLF2PRokUoKyvD1KlTUV9fL5Tb1NSESZMmYdeuXViwYAEiO3bo4g5t24ZgMIjx48fj4MGDmDNnDmw2G9asWYM5c+bg4MGDGD9+PILBoKavzZw5E/tefx1Np5yCsMMB/6mnYvGjj6KpqUm4t76+HlOnTkVZWRkWLVqExYsXo6ysDNOmTUNdXZ3Is9Omoa53b0ScTnj698f2F1/Ehg0bMGvWLFRWVgr3hkIhjBs3DocOHcKnn36KtWvXYtWqVZg7dy4OHDiA8ePHg5SXG7Z3PDLi66+/xpIlS7B161ZMmzYN3g8/RE2vXkBmJmp69YL/448TkhGzZ8/G7ldfRfPAgfQbDh4M+9y5CcuIkpISQ8zhsrK4ZcTbb7+NSCSCkpISRCIRfHH//QiedhrCDgdaBg7EjpdeSkhGfPTRR2j53/+Eb9g6dWrMMsLv93MZ8dlnn2HVqlWGPM7keKwyoqSkBH379sW0adOwdetWbBk7Ft6TT0bE6URdnz5onjIlYRnh9/vx5UMPITB4MMIOB5oHDsTuV19NSEZ88MEHaG5uNpXj8ciIb7/9Fhs3bsTMmTNRVVWFz++7j4fZkCFD8OVDD3EZsWbNmphlxMaNG1H2wgvwsG/Yuzdap041lRF+v99QRphhJjt2xC0joukRK1euPL5TiieffDK59tprNdf37NlDAJA333wzoXvV5PP5SGNjI/9bunRpeqYUhwyRXZLsz2IhZOjQxMtMtcszHS7UNop78eLFKStLQ+nAnOq6Hmfc/Psf63qeKO39I2rr41bXNo47bTIoXbiVmH8EPB5VBqWLx3Vo/fr15LgqXKeffjq54oorNNe3bdtGAJBx48YldG80SnsMl7LhAELc7sTLTDVDpHPgaGO4v/rqq5SVpSE1ZvaXDOZU1/U4tzX//se6nj8hHjcrK9LO44lRCts6bTIoncrRCcTj0cqKKoPSgdmAjrvCddVVV5HBgwdrrn/99dcEAJk7d25C90ajtClchNAG7NyZNlqXLsk3nMulL/RcrrZRHqPbb5fLKixsE7i3b9+esrJ0qbSUEKeTluV0pqaTprKu6cL92mtyWd27G+Lm3/9Y1zNduH/1K7mswYPbBI+npSwllZYSYrfTsrKyfjo8PnasXFbPngnjTpsMShfuq66Syzr99BOex2OSQaWlhFittKxTT02LskVIGwiaHzZsGHbu3AmPxyNcX716Nf9/IvceVyoqAp54gh5fdx0wcmRy5RUW0iA+JVkswKBBiZenpmTKY9S5s3xcUpIa3GqKs55r166Vy0rlN2RUVARkZ9Pj3NzkMQOpbZ904T7zTPn41lsNcfPvH41OFB4vKJCPJ01qEzwulKX6hiQVmJUYu3f/6fC4cg++3/8+Ydxpk0Hp4nEmzwBg1qw2z+PRyopJBo0YAUQi9HjVqtTwuAEdM4WrpaUFO3bsQE1NDb928803IxwOY8KECfya3+/HpEmTMHz4cPTu3Tuhe487de1Kf6urky9r9GiqxyuJEHo90fKUxFZoJFoeIyXWo0eTKwtIST1vuOEGuaxUfkNGoRBQV0ePa2uBcDi58gBg1CjxPJn2SRduZVub8Dj//tHoROTxVPVtJaW4rS2pwNzQQPkcSA1mALj/fvG8LfK4UoYlgdtQBiXLkz8hOS6UFWdbxySDGGaHA1BlQUg5pcJV9t///pc8//zz5OGHHyYASFFREXn++efJ888/TxoaGgghhCxZsoQAIKNHjxaeveWWW4jdbidPPvkkGT9+PLnwwguJ3W4nS5cu1bwnnnvNKK1TioQQMmcOdU+ee25qyvv5z2X3aYcOybs8r7lGLi8vLzUu1CuukMs0WcAQM/n9hDgccpn9+8ddz//+97/yidJtDBDy5z8nX8cjR0TXdlVV8mV+8olY5tChybXPs8/KZVkshMyYkXwd33hDLvOqqwxvE75/NDrnHLnMTp2S58lLLkltn1HX8YMPki+voUGMSTnllOTqOWuWwDurR4xIvo7l5SI/trYmX+aECanl8ccfl8uy2VKTQ2n0aLnMoqKEixH6wOmny2V27Zo8Tyr5sXPn1PD4wIFymbNmJV9eRYXY1oMGJVfP//1PLO/ll01vj0kGrV1Ly+rVK/F6xUApi+Hq27cvAaD7t2/fPkKIscLV2tpK/vznP5Pu3bsTp9NJzj33XLJgwQLd98RzrxmlXeFauZI2YN++yZVTWqoNjrzppuTrd9ddooByOul7khFUZ5whl/nss8nVr7SUkAEDRNzJKgqRiKhw2WzJY968Wazj1q3J1bG0lCobrDyrldY7GZo+Xayjw5E87r/8RS5vyJDk6qfH47/9bXJlEiLGW2Vk0DiPZHH36SOX+corydWvtJSQfv1E3AnIMoGamsTyUsHjy5eLZcaRYFqXSksJKSiQy8vJSa48QrQKXCp4/JFH5PIuvji5+pWWEnLmmWId//jH5MokhJDLLhONqWQxE0JIfr5c5rvvJldWaanYZwBCvvsuuTIPHxbLs9uTxz1/Pi1r2LDk6haFUh40f6JQ2hWu3btpA2ZlJV6Gegks+zvjjOTrd+ONYpnK9yTKuN26yWXdd1/idTNaGfXww3EXJVg3zc2px7xokVherGkQ9MgI98cfJ14mIYS8917qcd97r1xWjx6Gt0W1Lo14/LzzEquXki6/PPW4MzPlsv7v/xKvm1FbJ+t1raxMPWa3WywvGZlphDtZT8q//pV63DffLJc1aFDCVZvP+oqaxy+7LOEyOfXvn1rMfr9Y3tixidfNqK3//vfEyySEkB074mrrmDxckyfT56++Orm6RaHjHjT/o6UuXehvSwvQ3JxYGeoMuIz27EmubgDg9WqvEZJ4ht1IBFDE5iUV68Fwq2nOnLiL+t3vfiefqBZbAEgOM6DFmQ7cL7yQeJlA+nFXV2t5VCLh++uREY+XlSVWLyWlGndzM9DaKp+no60/+STxMoETl8fHjk28TCD18gxIWbzeNatX6/P4hg0Jl8np8GHxPFnMShkOpKetP/oo8TKBuHk8qgwCZJxs3E4jtStc6aDcXITtdnqcKNPu3Kk/kPl8ideLkZ6AAuj7ysvjL6++XgwYT6ajGuFOIICztLRUPkk1Zr06pQP3rl2JlwmkH3coRAOrdUj4/npkhDlRI0VJqcatbutkAoqNcFdWJl4mkJ62VvN0OnDv3Jl4mUD6cdfVAcFgQsXoZusHjOscDwUCOi9s4/LMZEeYmCjOto4qgwAZd7vCdYKSxYIIS5OQKNPqLYEFAJst8XoxMmLaRJfrptIKNsLdoUPcRV100UXySaoxA8cGd79+iZcJHFfcwvfXIyPMDkdi9VLSicjjytQqidCJyuMnn5x4mcCxwV1bm1Ax4ZNP1sfsciVUnkB65bb1tmYr+BOlONs6qgwCZJzJ1i0Gale40kStLJ9JokyrtwQWADIyEq8UIz2mTWa5LsPIlMFkrGAj3D/7WdxF7d27Vz5JNWbg2OD+7W8TLxM4NrgNeFz4/npkhDknJ7F6KSndPJ7MYGSE+/zzEy8TSE9bM55OJ251moh4KdW4w2F5ei1J3GW33KKPuVOnhMrjFInol9vW5Zm0j3HCFGdbR5VBQPuU4o+BQh070oNEmbaoCCgtlfOCdO9Of/1+w5iZmIkx7e2301+rFRgyBHC7E0v6xhj2lFPob2Ojvrs7FioqAv73P/mc4U7A+s/MzJRPGOaTT5a/aa9eiWMGtLiTGYyKioAHH6THVivA6n7WWYmXCWjbGgDOOCNx3H6/HEcRBbfw/fWI8TgzTlhbs7xPiVIkAjQ10eN08bhJ7FpUKioC3ntPPu/Wjf726JFYeYxYW59xhvxN+/RpWzzODAirVfZknntu4mUC+jyeTFvX1clty7xvCeL2/uIXlMeZR4vxuJ73Jx5i/K0ss0OHttXWb70lnzP53adP4mUCclufd578Tfv3N8QdVQYB7VOKPwaypCL5aVERZSxADiyNRGgwfqJEiMy0l19Of889F9i4MfGOyhi2sFC2jtQBmPHQ1VfLx2PG0N8EYh4KlJnB2fN9+wLXXkuPn3wyuazCDPfpp9PfZBNDsuzWt94qt3uysR7s+csuk68tWZK8ULbbgYED6bGBUSF8fyMqKpK/H+Nxrzc5o0IZA8Z4/KqrUsPjp51Gf1tbk4s1Y/XKyQH+/Gd6nKq2HjAAuOQSejx2bHI8ztqbtVGyyTAHDKC/998vl5kq3OybAsDatcnzeMeOQM+e9DhB3AUFBZTH+/alF5Q8ngyx5+124G9/o8dXXplaeVZTI2dgT4Quvpj+9uoFPPwwPU4V7lNPlY3Rf/3LEHdMMqh9SvHEJ949kx2EmXLVuTO1CgH9lRqxUnOzPJgxyzoZBQ6QMXbrJlsyyeBm9XG5gPx8epwA5h07dsgnrKPm5gJZWfRYueosEVIPRqlq66wsWk8gdQKqoED2KCTT3gxj584y/xjgFr6/GbH6MIEXiSTXNgyz1UoHTeU7EiWGsX9/2bJOBY+no62VPJ4q3KnicdauqcTNZAPjRyA1PN6li+z1SBA37wOsPqyOHk9yRgXDnI62ZkZFOGy4ICYm0uPxZMYuIG45HpMMap9SPPGp59Ch9CBZi5AxbXa2HNuSjIBSDkZMOUpVR1UKqGRwp2gw+rkyXiCdgxETUKlq66wsedozVYNwXl5qcMcxGP081ngNVp8uXeSpllTweF6ePLWWqrbu2jXpQVioT1tua0K0PN6WjQqlUZoMbuUUU5JtzfuAWuEKh5NbcZ5Oedazp2zotgE5LlCcPB5VBilTN7UrXCcurdm/nx60NQHFns3JSd1gxDpl166p2UcyRZhnzpwpn6TaIgyF5JVLzPpPdj/FdFiEqcatbOsoyrXw/c2I1ScnRzYqksGdDutfOQgzHk/1YNTW2rqxUU6HkA6jIp1ej1QYFUp5liBu3gfUXlwgNXI8HTzexuS4QHHyeFQZdCz3UUS7wpU2uvK22+hBqlzwmZmpVbhyc+XA7FRNraXAIhTqkyTmRx99VD7Rw52MgGLKlsVCY9cA6hFgm1knQqlua+XzqWrvONpa+P5m1M7j9LittnVuLtC7t/wOvz/xMlmfOxFwp6CtH330USoXWH2ys2VDt53H46c4Fc2oMkiJOdmFDDFQu8KVJpq1dCk9aKsernS4otvYlGJJSYl8kuoYLmVgrdMpxwq1AdwCpcv6V3p6DHhc+P5mdCLxeDqmFNtqWyu9egUFNEAbSM0gnCrcoZBcZjpwJ9nWJSUl4tThicDjbUyOCxSnohlVBh3D+C2gXeFKG93Ilr/u3w8MHUqXrSZCx2IwCgQSX4rvdgPbt9PjRx+Vt6z45z8Tx62Huakp7hUz9yvz+6RaQLEMxnV1NDkpc3X/6ldtp63DYbnMVOB2u4Fx4+jxjBnAtGn0eNMm3ba+P5b8SsGgPG3VVgcjtxs4eJAe3323zO/PPptaHm9rCtfcufR33z66WID1vyuuaDs8rkyPkCoenzqVHn/wgYxz+fKE2vr+++8X65IOL24q2nrGDDlA/uabaZsDwB//eELzuKkMcruBBx6gx7t3J87TcVC7wpUOcruR8dhj8vmWLUBxcfwNqnRFpyq4Vi/oEEjM2+N2U1xMWdu1C1ixgh6Hw4nj1gsoBuJehj958mT5JJUBxW63nK6CEODAAfkb7NuXGGZlfdriYMTaur6enldVifui6bS18P2NSMl36Va4ElkVxnCzZ3fsANato8ep4nGlUZHMyrVUDsJuN/Dqq/SY8ThTuHbvTg2Pp1KeORzU05wKHm9spOcVFfL+loQk1NaTJ0+W6+JwUC9huuR4Mm3NQmAAupfp5s30OBRKrRw/xgqXoQxibX3oED1vakqcp+OgdoUrHTR2LIhyPjjRTUWVrmilZZSqgGLl9hKJKFxGG5QyShS3cu7f5ZJze8WJe8SIEfJJKmO4zHAns4FsumKZ7HY6GCUT65FAWwvf34hYXSwWWsd0xXARklgy3mPB4wwzIcnl9kplXI/ZhtLJ8HiqY7iU8oyVC7QZeTZixAixrZV1TZUcT0VbHyseTzbHXpwKl6EM0sOczMbfMVK7wpUO2rkTFjVTJbKpaLpd0RZLcsqH0QalSkoGd1YWrWOCuDdt2iSfpDKGKxruRDeQTef0scWSnCWcQFsL39+IlANwEm0tkF5bK98VDx0LHs/KktMZtJVppmgbSifK46mO4VJiZuUCbaatN23aJLY10PZCQ44FjzPMySbujtOoMJRBepiT2fg7RmpXuNJBhYWihwtIbFNRtSu6rQkoow1KlZQM7iQFVFe9JdipGIzYqkQjSnQD2XRNtxyntu4aS+ZmdVunGndGhhzs3VZ5PJ2KZlvm8Z+APOvateuxU7iAxIzIY8Hj2dmpzbEXI48byiA9zMls/B0jtStc6aDRo0UPV6Ibqaa7oyrLTkRAGW1Qyug447axqUjls6kYjKLhSXQD2XQNRkyJOcZtLXx/I0onjx8n3DFRunGnk8eT2Ri6LStcaWhrm82WfjmuDA1pI7iFujCjItnE3X6/HBYQI48byiA15mQ3eY+R2hWudFBREVY/9VRMm2uaktHcfyoFVDLz/0VFwIsv0mOLha5mufde+f+JbiCbItyHDx+WT/RiHhIdjIqKABYbYLPRfdJYZubOnRPfQFYv5iFVcR6sXOV74iG20TQTYIMGAU89JW8XNGCABrfw/Y0o3fEtyrITxc32qmM8fued8nmqeTxR3MGgHPOZirieoiKAZem22ymPszp26ZI4j+vFcCXT1qmWZ2z1MUCTvT71lMzzhYVx4z58+HD65bgyNCRR3E88QY+tVsrjt9xCz9PB44niVj6XkxOTwmUog1hbM6OsV6/kNv6OkdoVrjRRrz/+ERg2jJ688UZywqmtergA4Pzz6e9pp9HNgf/6V3qenZ34ZsEpwn3OOefQg1BIHIxSsYy6Vy/6+9xzNPXHk0/S85EjE++0etZ/S0vi2etT3dZFRbKCtWABTf3BNiN+7z0Nbv79zehE4PGzz6a/559PeZptNt29+3HncU7K51LF42w65t//pjz+0EP0/K67EsNMSNv2cAE0rQuj5cspj3fvTs+nTYsb9znnnHNi8PiQIfT36qspT7OEoYMGtT0ez8ykRkAMmE1lUFGRPH699FLalS2gXeFKG82bN0/2cCW6Z5ZRfEsqrP9UTLcAMjaGNVnMyrokiXvevHn0wGgwSibxabpxM+EEiOkd4qFUC2VC4sLNv78ZnQiD0bHg8VQNRk4njVtLhcKVatzBoJxaQhmn2Nwcd449TumSZ0BKcM+bN69djqcKdwLezKgySI07zZRShcvv9+Ppp59Gz549kZmZieHDh+Orr74yfebuu++GxWIx/FO6BL/55hvD+1atWpVKKEnTfffdl3qF60QajMLhxJOppgj3fffdJz6nztXT2pq4oE+1gAqH5S1TsrJoPVmwd7KDcKraOhiU4x5iwM2/vxmdyDzeFhWuVGEGUo9bWZe2alQosTmd9DcJ3Pfdd187jx9HHo8qg46xwmVPZWF33303Zs2ahcceewwDBw7E5MmTcd1112HJkiW4+OKLdZ958MEHcdVVVwnXCCF46KGH0K9fP/RiUzcKGjVqFM4991zh2imnnJI6ICmgcePG4dFkmbatx3ABxh2V/Y8FSsZDKcI9btw4upeWEWZWR+Uqn1gp1QJKnXONrVyrr0+dgEpVWwMx4ebf34xOZB73+eQcRfFSuuJbUoUZSJ/CZbPJq0dtNmpseL2JbR6crrZ2OORUHUngHjduHB5lz52oPJ4opZvHY1C4osqgE1XhWrNmDaZPn47XXnsNf5ZiHH7729/ijDPOwFNPPYWVK1fqPnfBBRfgggsuEK4tX74cLS0tuJMFp6rokksuwc0335yqqqeFHn30UTnr+k/Jw8WsQva/RBSuFOHmHc1M4WppaRsKlzrnGpB6hesYW/8xbV59IvI4+yWEev1YXFs8dKys/1CI1jEjI/4y08XjrG7MqGhoaHs8rhyAk8D96KOPysk0U9XWhLR7uJTlmmCOKoNO1CnFWbNmwWaz4QG2NxEAl8uFe++9F9999x1++OGHmMuaNm0aLBYL7rjjDsN7vF4vQolOWR0DKikp+WlOKVqt8gB0nHHzjUvVmG02WWFoKxYhw+xyyZZ1W5tmYticTtmrY4I7ps2rT0QeV3txE6FjNRgp3xUvpZrHlUlPGbVVHk+RwlVSUpL6tvb75XCNY6FwJZoZPt08zgxTn88wNCSqDDpRFa4NGzagsLAQeSq38HnnnQcA2LhxY0zlBINBzJgxAxdeeCH69eune88999yDvLw8uFwuXH755VjH9jYzIL/fD4/Hw/+aEo0XiIOKi4vTp3D5/fKGv/FSGxdQQl2S7KjFxcXic8qYkbZmEaoxA8knAU1lPiog7rbm39+MUp34VJ2rR1l2ury4iVCqcavb2uEAYYp7W+bxH7nCVVxcnN4VqWwGIZ1GRSJbYinrkmrc6n4NGLZNVBl0oipclZWV6NGjh+Y6u1ZRURFTOQsXLkRtba3udKLD4UBxcTHeeustzJkzBy+88AK2bNmCSy65BBs2bDAs8+WXX0Z+fj7/+7mUX6ayshLjx4+H3+/nmnBJSQmqqqowY8YMbN68GcuWLcPChQuxa9cuTJ48GV6vV7i3oaEBU6ZMwY4dO/D1119jyZIl2Lp1K15//XW0MsvA50NJSQlaW1sxceJE7N27F/Pnz8eKFSuwfv16zJo1CxUVFUK54XAYa5YtAwDsO3IE69atw+qyMo7pw5ISTb2rq6sxffp0bN68GUuXLsXChQtRXl6ODz/8EF6vF+/8+988MNtDCD766CPUSVbnwfJybNmyBR9//DFqamqEcn0+HyZOnIh9+/Zh3rx5WLlyJdatWwe32w3P0aMAAOJ0oqSkBJFIBC0S7q/nzcO6deuwcuVKzJs3D/v27cPEiRPhk74HK7+mpgYff/wxtmzZgiVLlqC5pgYAsGDpUng8Hny9ejUA4MC2bfB6vfjwww9RXl6OhQsXYunSpdi8eTOmT5+O6upqodxvvvkGEyZMQPWePQCAhnAY69atw+zZsxGWvHBhVXtWVFRg1qxZWL9+PVasWIH58+dj7969mDhxIlpbW/m9tRI/L1qxAlu3bsXGHTtoUzc2YsqUKWhoaBDK9Xq9mDx5Mnbt2oWFCxdi2bJl2Lx5M2bMmIGqqip8Im2y2hSJwO/3Y/z48WiVguZ3f/891q5di08//RSHDh3CuHHjEAqFhPIrKysxa9YsbNiwAcuXL8fnn3+OliNHAAB+h4PeK1mE4aYmTJs2DWVlZVi8eDEWLVqEsrIyTJ06FfX19UK5TU1NmDRpEnbt2oXlixYBAIJ2O2bOnImqqiqU7dsHAFi5eDGCwSDGjx+PgwcPYs6cOZgyZQrWrFmDOXPm4ODBgxg/fjyCwaBQPmvrKq8X3377LRatWUMZvLUVTapvWF9fj6lTp6KsrAyLFi3C4sWLUVZWhmnTpqGuro7eqxDmk2bOxJ49e3CwuhoAULF3L2bNmoXKykqh3FAohHHjxuHQoUP49NNPsXbtWqxatQpz587FgQMHsEFakMPauOTtt0EkpWv7hg0JyYigVM8G1oelwShUXx+XjHj33Xdx+PBhbFq+nPJlIIDPPvsM+/bvR0DKH/XR+PH8mWgyQll+RJIN+48cwZdffoktu3YBAKp/+CEuGVFRUYG3334bEcnQJZmZePvtt1FRUYE6yXDcsWZNXDLiyy+/RHl5Oaol/psvycp5ixfTOh48GJOM8Pv9mDBhAvbt24fPPvsM29avBwB4QyEcPnwY7777Lm9rJsdjlRElJSVYuHAhdm/ZAgDYW1mJr7/+GnuYzFR972gygt370dtv037ocODAoUOYO3cuaiTlZvPq1XHJiD179uCDDz7g/AiXCyUlJahTKG5LFy6MWUYsWLAA3377LTZu3IiQ1N4fzpgBAFi1bRvtM2vWcBmxZs2aqDKiqqoKM2fORKW07c4PDQ20r7GNxQGgpUVXRkycOFErI6Rym5ubEZBwf7NqFZYvX44NGzYkJCNi0SNWrlwJkBTRySefTK699lrN9T179hAA5M0334ypnF//+tckIyOD1NTUxHT/rl27SGZmJrnmmmsM7/H5fKSxsZH/LV26lAAg69evj+kdidD3339PyF/+QghAyGOPJVbI00/T5x9/XL7mctFr+/bFX15NDX0WICQQoNf+8Q96/sgjidXx73+nz//hD/K1Pn3otbVrEyuzd2/xebebnl9wQVzFfP/99/TgP/+hz99yi/zPU06h15YvT6yOAwbQ51esoOfLl9PzgQMTK+/bb7XPFxfTayUliZV5/vn0+dmz6fnq1fS8b9/EytN7/uGH6bXRozW38+9vRurn/X6ZR+vq4q/j3r302cxM+dqf/kSvPfNM/OUZPZ+fT6+VlydWpvr5SZPo+YgRiZX3wgv0+Xvv5ZcCHTrQa1u2JFZmly70+a1b6fn8+fT87LMTK2/ePPr8OefI137xC3rto48SK3PwYPr84sX0/Kuv6PmZZyZWHnt+yBD52p130muvvx53cd9//z0hd9xBn3/jDXqxulrm8WAw/jpu2ECf7d5dvnbPPfTayy/HXx4hhNx9N33+lVfoeSRCiMVCrx05En95kYiMkT3/1lv0/NZbE6vjk0/S5594Qr7mdNJrBw7oPhJVBjkc9PmDBxOrUxy0fv16kjIPV2ZmJvxsWbuCfJLLLlMZqGxATU1NmDNnDq655hp06tQppveecsopuPHGG7FkyRKEDRJEOp1O5OXl8b+cRAK546Tm5ua254JXWDE8iLaNueCFuiTpim5ubhaf05tSbGsxXD+i6Rb+/c1IjdvhkGMAk+HxdE4fK4/bagwXgDDzzLSVKcWfYAxXc3OzcVsDiaXDOBY8brEk197KZ9LI49FWZ5rKoEhEni490aYUe/TogcrKSs11dq1nz55Ry/j0009NVycaUe/evREIBGIT8MeIPB5P6oWy2w00NtLjkSPpeTw0e7Zcn6FD6fNtTEAJdWF1YzF6W7fK9Y6BPB4Pvfff/6YX5s6Vnz0RYriqqujv3/4WF24A9N6dO+nxQw8dl7b2xJLgUI/HmeH0i1/Ez+Ms0WF1ddvlcbZyEJDrtmkT/V25MrG2njiRHk+bxp8NMqOqLfN4XR39/dOfEsPNQlV+85s22dYej0eLe/58+YYLL4yfxxcsoL+7d7ddHtdbdc1CYhYsSKytp0+nxxMmxCzHTWWQ0kF0oilcw4YNw86dOzUAV0vxN8PYNjcmNHXqVOTk5OBXyu0VYqC9e/fC5XIdE89VrDRo0KDUWYSZmZTBiotljXzvXnoeK9O63fJ+WQCwZQt9fvt28V3xUqo7KiFa3M88I/+f1TsG3D/bv5/eK8XwoKZGfjbZ/RTTZf2zerndwBdf0ONwOC7cnFfYoL5nDz1fskR+VyIrj+Js60GDBkUvU4/HmcK1a1f8PM62liJE/ma7d4vvipdSzePKejDczz9Pz5X1jqeta2vp+dGj/FkHCy5OBHc4LPNPqhUuJY9/8w09DoUSw81Wp+3cSc+//Zaet5G2HjRokD6PM9qxI34ef+kleqzklf376bU2gpvXg+Vbc7uBf/2LXkuUxxsa6PmRI/KzURQuUxmkl1cwzZQyhevmm29GOBzGhAkT+DW/349JkyZh+PDh6N27NwCgpaUFO3bsQI0ULMuouroaX3/9NUaOHIksg7xI1WzgVNCmTZswd+5cXH311bBa285ORUuXLk2tRTh2rJhgkSVcZDleopHR88zaaiuWkdoVnQRux8sva5NSsmfbuodr7Fjx//G0t9E3Y54+pSs9HoqzrZcuXRq9zGPB419/Lb4rXkqn9e9yJYdb/SzAn61nbZwIbj3r/0Tg8XffFd8VL6W4rZcuXXpseFxaNNFWcOu2dap4XPlsFDluKoMYLqtV3tUjzZQyDWX48OG45ZZb8Mwzz+Cpp57ChAkTcMUVV2D//v149dVX+X1r1qzB4MGDNfkxPvnkE4RCIdPpxNtuuw3XX389XnzxRbz33nt4/PHHceGFFyIrKwuvvPJKqqCkhG677bbUCqidO7VeCUIAaeVGVDJ6nk0Dt7WOClCLMAncHaqrjZ9NRuEKhWQvjHowCgYT22xaLaDYdKCSYm1vo28mrTIT3hcPxdnWt912W/QyjwWPS6vC2hyPZ2XRgSMZ3CbPdu7TR3xfPBRnktuY6Fjw+N699DgQSGxrsRS39W233XZseJw5I9oijwNp4/FoctxUBikxJ7JbRAKUUpfQRx99hMceewxTpkzBqFGjEAwGMW/ePFx66aVRn506dSq6du2q2eZHSTfddBNqamrwxhtv4JFHHsEnn3yCoqIirFu3DoMHD04llKRp0qRJqRVQhYX6lmws0zaA8fOS57HNdVSHg1odSeCu7dTJ+Nlkgub1XNFK/DqLR6KSWkAl095Gz556qmzJHQOFa9KkSdHLPBY8zuJH2xqPp7OtBw3CgWQGYYbLbpd5JtVB84WF2nuSxa0sM5m+naK2njRpUup5XE0WC9C9Oz3+ifF4tKB5Uxl0jHNwASlWuFwuF1577TVUVlbC5/NhzZo1uOaaa4R7LrvsMhBCMGbMGOH6d999h6qqKtik3DF6NGrUKKxevRq1tbUIBoOoqKjAlClT2tw+ioC0pUAq43pGjxa1fIuFno8eHVtZRs///vfiu+KldM39s46UBO7O//2v8bPJxHDpWf/JJsNMIW7TZ5PZcy3Oto5pa59jwePMa/4j5HGzZwecfrr4vnjIDHOiG9OrY7jU+FKBWzmutAGF69FHH009jyuJPc+2uvuJ8Xg0D1db2kcRSLHC1U4ypXxrn6IioLQU6NCBXuvenQYNjhwZW1lFRcCDD9JjqxUYMoQ+P2KE+K54Kd2WEcPNaPDgmHGXVFTQZ7Oz6YU+feRnk5lSZLgyMug2QYDoCUgVbrbIQdlesbR3URFdycNI+WwqcMfY1nFv7cPamgV79+oVP4/fdRc9Vn6zK68U3xUvHQsenzpV/v8ZZ8TX1qWlcn369+fPbmOB1Klua+X/4yE93A89RI8T4XEWkwjIzxYVpcaYSlFba7b2Ye2lJ5NioaIiOejeZpNxS8m82zSPs5W0QPxtXVoqp4sZMCBmeWYqg9oVrh8P3XHHHamPeVB2tj/8IfZOyui00+jvLbcAGzcmPwAD6e+oAMXNzufNixn3HXfcQZ894wx64T//kZ9NteKhPE8V7ksuob/Dh8vtFSsxJSM7W3z2GCpcZnuhctLjceYVf/rp+HmcTbnce++JxeO33ioff/NNfLiLiqiiBQDvv8+fHcD4PlVtnawXVw/3BRfQ31/8In4eZ6EqPXseNx6PRnf8+tf6PH7xxfT4uefi53HW1o8/fmLxuBLnunXx83jnzvR4xoyY29pUBrUrXD8eWrBgQXry1jChl0icEHtGKThPhI4KJIR7ActXY4Y7VdMOyvNU4U51WyvLPwaDEf/+ZtTO45TsdnnT8hTh3iNt7ZSytrbZ5ITJyUwz/Yh4PBp9OW+enLrip87jyvqmCneUEAlTGdSucP14aNiwYanPzQSkvqPGsOO6KaV77p9RArh57jcz3G3Fw3Us2lpZ/jGIb4maey8Sket5LHi8rca3MEox7i5slWJbMyp+RDwejYYpg8J/6jyeDoUriqJpKoPaFa4fDx05ciQ5hiXk2Fr/QHJ5s9qgh+sIs/BTbRG2e7jkayaY+fc3IuXg8FO3/oGU4/awxKXtPB47pbitaw4epAdK7yDQtnickBPWixsNt6kMale4fjxECAFcLrgxEkMblyIzM87dDAKBY+OKVlogbUBApXIwImxly4mucCVSXhsYjIhyZZEe6W3/ASSHmz2j19bKLXUSKbMN8jgnHdxJ7aXYrnDJ15LAbGXPsJxrjNqSwqVMgtxWeTwSkftuHLhNZVC7wvXjoR49esC9KB/FcGMLOQM+X3y7GQgMlE4BZbPJ521AQKWyo/bo0UN8pj2G65gORvz7GxGrg8slW75Aer248eImRC6zDfI4Jx3cOd26ie+Lh9I5bf4j4vFo1E29qTajdPF4IqEhSlxtlceVSmEcctxUBrUrXD8e2rBhA8a+kQsLIiDSZ45rFwfGQHZ7el3RQOqVj1QLZSAh3Bs2bBCfacsermM9GB2Dtubf34hS2Nac9HA7HLJCFy9uow1u2wiPAzC0/vex6ZSfqlHRBuTZrs2bxToxakuhIcr7WeoFoG3xuPL+OGJxTWVQu8L146Fw+EZsKbNyZYsRIUBZaD5WH1ptXoBegCmQ3iDTeJUPvQ1ulcepCqwFEsJ93XXXic+05aD5Yx1QnGrr3+/XbL/Bv78RHSset1gSx51O6z9VuA2s/2Es5UI7j8dOKVa4LjrrLLFOjNpSaIgSs3Lasy3xuPJ+pVIYxXA2lUHtCtePg9xu4He/y9Fs/wQAKDiA4M034IaPbzCfXz5G0w7CO+LtqOmw/lOIe+rUqVQJYANSW/ZwRbP+o8VDqelYT7co3ynRVGUyTz06EXicYbZYRE9zG+Fxzf0K3F+vXCm+Lx76MXi42oDC9c3nn4t1YpRq3FZr4qEhx6qtgeR53OEQlcIobW0qg9oVrh8HyZub62yI2XMtYCGobqlGXWudcSEn0mAEtEmF69FHH40+938iDEZA/MHex0PhUuGOurXPicTj6bD+06FwKaz/m1jSxxOBx9tCWwPmPJ7AxvQ3sATEJwqPK6kt8nicmNu39vkJkN7m5oxufnQjP97fsN+4kGMV36J8R7wxD4xhbTZ5Wxugzcz9l5SUGM/9t7WgebMYLiD1AipVuDMyZEVEhTvq1j4nEo+nu62B5AejjAxh8cH0uXPF98VDqcYdDMr7Lx4rL26qY7iU74yRvmJt0M7jlFKtcEXJP9a+tc9PgOjm5lrh0b8/0JIvB/GZKlwnQgzXsYrzABLCfffddxvP/SsxxyvoU41bmXMtVYkCj1V8i8ViiPvuu+82L6+dx8XrKR6MbmDbBbUFD5dyQNTjcULi3xD7WMdwKf8fI11yzjlinRi183h85SXo4TKVQe0K14+D6ObmyulEOqD/6lfAxiMb+dUDjQeMC4nmkk1VjiLlO9pSR00B7pkzZ8r3q6x/Xr5y2X+slGrcyvuVuG02eXPsROuY7ukW5bkK98yZM83LO9GmFJXURngcgCHm+UuWiO+Lh1KNm9XBYhHrqTxOtN+km8ftdrkfxlnHzd99J9aJUbscj6+8BDGbyqB2hevHQUVFwEsvHeHnefAAAHoWHkWFt4Jfj8nD1T4YUUoA98UXXxzdGlS+M1ZK12CkrhdwzC1CU4oT98Vsg14jaudx8XqK2/pstvl5IBB37FHaeNwoAShwQvJ4NDqZ5YFq53FKx1iemcqgdoXrx0PdupUDAHKszbgRcwAAuzybhHtMPVxshdGXX4op6tPRUaur6e/jj8eXDj/VHdXtBpYvp8d//7tYjwRw79mzxxjzZ5/JxxdfHMcWAEgPbkZnn500buF+Ne4tW+jvwoVxbn2AuHHv2bPHuCy3G3jpJXr81Vepwax8Ronb7QZWraLHzzxz/Nt640Z6/PjjaW1rr7LsYcOOL24Wy9TcLPJdMl5cIx7fvp3+zpqVdh43JbcbuZMm0ePZs9PP46xvjxp1/Hl89256fP/96ZVnixfT35YW3bY2lUHtCtePhywWmmE4x9aKXHgBAPtaafxWB1cHACYeLrcbmDCBHkciYor6dHTUb76hx6FQfOnwUyycUFwsWyoHD4r1SAB3dna2MebiYvl8x444tgBA6nE/8IB8rv7+qRRQbjfw+uv0mJA4tz5A3Lizs7P1y2HfnyXmrK9PDWblM6wM9i4P9TLj8OHj29bFxfIz+/enta2H/fOf8vm2bccX9+OPy+fp5vF336XHatkZjUIh2ROYLG6prR2NjfS8pib9PN7cTM9/+OH48zhbVb1nT3rb+r775HOdtjaUQUC7wvVjIq5w2X1c4ToU2ggA+GXhLwGYKFxjx4rnyhT1qVa4zN4VjVLZUeVcGvr1SAB3bm6uMWazd0WjNo5buD9VuI02uFWeq3Dnsm1N1KSuB5AazMpnWBnR3hWNTuC2Ju08npg8A5LHLdVD4LxjxePtbc0vGcogoF3h+jHRrl2VAIAcu58rXFWWjQCAGwfdCADw+D1o8DVoH965Uzh1YySGkg3I3LQKQ4tPgRsjU6dwqd4FgDJueXn08qJ11HA49pVHerk0lPVIoKPu2rXLGLPZu6JRKgVUGnAL96cKdzAoPxsj7l27dumXlS7MymdYGT/htrb8RHEn3N5KTOqpq3hxpwtzOCx74dp5PCpuQxkEtCtcPyY6+eQhAIAchx85aALsPjTaKSNc2PtCdMnqAsDAy1VYyA/dGEk3wMaZ8MGFLTsdKIYb7tZr46+UHtMq3sXJYgEGDYpeXrSOqrwnGtFcGsb1SKCjXnrppcaYzd4VjVIpoNKAW7g/VbgTsP4vvfRS/bLShVn5DCvjWLR1rGlFjnFbk3Ye177LjBgm5d6bjOLFnW7MyjLa5Zn+u2Aig4ATV+Hy+/14+umn0bNnT2RmZmL48OH46quvoj73zTffwGKx6P6tYkGuKXjP8aAlS9YBAHIcAerhctWDWCKwWqzontMdfQv6AjBQuEaP5odjMVq1AbYFFoTxXPjZ+HeFVzGt2w0MbVyKTLRgKDZSz5nFQgcQRR0MyYhhE1nqTXNpyOfqeiTQUWfOnKnfUaO9KxqlUkClAbdwf6pwJ2D9Gy7JThfmSET2qLIy1O8CUtvWhMS+C8AxbmtLO4+nRp4pr8Upz3hNUo1ZWUa6efwEbusfZVqIu+++G2+88QbuvPNOvPXWW7DZbLjuuuuwnK04i0KjRo3ClClThL9TTjkl5e85lnT++VcBAHIcQapwOZqk8xxYLBb0K+gHADjQoLNSsagIuPpqAMBODNJugA0byjFI3LYmFlIwLYtt3HKwAD5kYgvOpJ6zPo9RTWzkyOjlGTGs1SonGY21sxYVAaWlsmU5aJBYjwQ66qOPPqrfUdm7WAqGfv1ixwykVkAVFQHPPkuPLRZgyJCkcQv3q3H/97/yufpdZqTMg6O2Kg1wG26rwb5/QQE979EjtZiVZbB3detGzzt1Sm1bK++JRkVFdOUco9NOS29bl5bK/XDAgOPL4489Ro+t1vTzuHKxQCI8ngqFS/r+FhZDdNJJqedxtrcna+vOnel5166pb+tYvbhFRcCUKfL5GWekn8fZLicDB2pw/+i29lmzZg2mT5+Ol19+Ga+99hoeeOABLF68GH379sVTTz0VUxmXXHIJfvOb3wh/nRnzpPA9x5K+/JKmdchxaRUuAOibb+LhAoBevQAAhd0btV5ThDEI5RqmDUVCeHjew/jD/D9oN8ZWWf8s3pDdRmCFBRE8V/BG8h1VeS1ewcyEyMKFYj0S6KjC1j5qr0xREXDWWfT49ddjxwykfhn12WfT3wsvpCkDksQt3K/G/Uu6YAOZmdp3mVECbW26rUZREcD2mfvrX/UxBwLx7QKgp3Cxd40aRY9vuik1bZ2IFxcAbrhBPl6+PK1tXVJRQQchABg//vjy+BAaYoERI9LP4yNG0N9u3dLO46ZUVISDPXvS45dfTj1m5cBQVATcey89vvPO1LY1EJ9xf8018nG627qoiBpsADB1qgb3j25rn1mzZsFms+EBxdJ2l8uFe++9F9999x1++OGHmMrxer0ImQRYp+o9x4pOP304ACDHFdZVuJiHa3/jfv0CJAYfPWKNaswhILBhNMZqmPZPX/wJ49aPwzvr3sGRpiNiearBSDfeENaY4ywBpF5AESJ3bHXHSqCjPvjgg8YdVXktXk+hhMm9tjeGDqW6y9Ch9Fz5/5jJCDMgf0cd3BESwdHmo/plGuFOEjNcLjoVrcR95ELxHokefPBB8zKjtXW89VR+I+U2TsoyU4V7mAVu+63iPbGQ0WbqyvNEByNVP3zwwQeT5/GV3cW23niy8P+YyYzHTXATQuD1e/XLPJY8Xvtz8Z4Y6aSuXc3rmCrFQ3ktVbgvzqFhJsp7YiH2fvXuHso6HiPcpjKI8fjSTmJbx5HCLF5KWuHasGEDCgsLkZeXJ1w/77zzAAAbWZI/E7rnnnuQl5cHl8uFyy+/HOvWrUvLe44lrVlTBgDIzQqZKly6U4oAZ7Cicw7itdeU/7BgqvU3GIlPBaZ9Z+07eGfdO/xcMxCrFK7+/bWvtCASc5wlAHMBFbmJ/i+ejVRDIVkLdDjEMp+93nB1ZjgSxoxtM4Qs/gDwwQcf8PvdNZdqOxUblOPt/D4fXcww5kxs2UI/w5YtQPHYIbSO8W4ey94v1UfAvfxtQ9x/+uJP6Pavblj5w0rDMt0b+ou4v6T8J6x2ioWYcIrcSKeilbiXPKqL+4MPPogZt4D5kjxZ0Ovg3lGzA3vqdBIaKr+j2i2caFtLmNwHztbiDn1C6xnPYBSLUqhTx6ZAE15b8Rr21u81LNNdeYHQ1n/845KkcLsxEsVPDRAxv3Z+/JiV79fj8Y0fGvL4g/MeRKdXO2F79XbDMt1rThJ5fHGB+M5YibW1/3ptW696MiHc1YcO0QM1j1/bg5Zn4MXdenQrDjYe1BZopngkIc8AwL17iIh7q4WGmcQr01RtLZAJjzf4GvDqildxyHPIsEz3D+fGJcdNZRCT43/sKbZ1HCnM4qWkFa7Kykr0YC49BbFrFRUVmv8xcjgcKC4uxltvvYU5c+bghRdewJYtW3DJJZdgw4YNKXuP3++Hx+Phf01NTTFhS4a6dKEaTU5mRFfh6pVLpwzVSgInpq07HOjTR/zXqc799EDBYGO+GQMAsFpok1Y1V4kPKe51z3Pg8GHx3xaEQWCNOc4SgNxRfzhHK6BqxscvoBQWivuLTLHMH/Jp56+8QPOYe7sbt826DaO+GCVcv/baawG/n3aq1U9pOxWzWhOwCMdiNCwWIk/JErph+XP4hy7mV1e8ittn3Y7WoI7gUrQ1j61jdfX0objXnKR57Ot9XwMAluxboi2T4f7XBSLuu3NlZUYH987anbij9A7tACdhGtv4uDgVTaiirof72muvRWuwFeGIgWInvd+9sb+IeZtC0KuEqNfvxbnvnYvz3z8fwbAqWF0VoygI5m2DDDGbEsO94kod3GHD9o4QgwUt7P1WK2CzifUcW2SoeEzeOBlPff0Unl30rLZM1tZLHhXaevz4q+H2XGmK+7sfvtMf4BLg8Ze+fQn3z71f2y7K9+vxeHN/2t4ru2se+2L3FwhGgliy34THnxsq8vgj3WRlRoe2VG3Bne47tcYua+ujD8fM4wDQEmwxbO8O0tYz7rW9Rczb7TKPq+pZ3VyNcyacg0smXaINDTHj8fLT6f8S5fHFF6twW5LjcT3l+vW7DHn87TVv4+mvn8bzS5/Xlsnaev7vtXK8ZYQh7muvvRbfHvhWO+MTiQCBgAGPx57CLF5KWuFqbW2FU0fbdknu7VYTzfjCCy/ErFmz8Pvf/x6/+tWv8Je//AWrVq2CxWLBM888k7L3vPzyy8jPz+d/P/85HWgrKysxfvx4+P1+PtdbUlKCqqoqzJgxA5s3b8ayZcuwcOFC7Nq1C5MnT4bX6xXubWhowJQpU7Bjxw58/fXXWLJkCbZu3YpNm6gFXn10r6Bw1R2px969e7HhO6pQNrQ2YNasWaioqBDKJRKD17W0YM6cbQKeMutgAEBAqksgHEB1C92ep4+DamdL1y3FwoULUV5ejg8//BBNtbUAALf9FhTfbIHHI3bkPjiIaf2egM/3MWpqaoS6+Hw+TJw4Efv27cO8efOwcuVKrFu3Dru30Xo9vfhSLdNKAmrn5s1YuXIl5s2bh3379uEf7/wDV390NZ7997O8/JqaGnz88ccoUyjZz44FAKLp/GMP/x4ffvghysvLsXDhQixduhSfbaTb9Kw7vE6o95o1a7D622/llZ6qgeOvW4vot/ryS/5MRUUFZs2ahSXfLcE5/z0Ht46/FXv37sXEiRPR2tpKy/f5sBOFqg3KaR3LMQi+xkY0NDQIdXl+6fP4ZNsneO2r17Bw4UIsW7YMmzdvxowZM+BhWys5nfjjH2vEbwkrLAjjb58Nw6effopDhw5h3LhxaPW3YmcNzaH26YpPUVlZiVmzZmHDhg1Yvnw5PDU1BrilgQPAjk2bsHjxYixatAhlZWWYOnUqHp77MD7e+jHeXvs2SkpK0NTUhEmTJuGwtEVGebC//lQ0BiHc0oLx48fj4MGDmDNnDt6b8R46vNIBF751IQ4cOIDx48cjGAzy71J5gA54T005WcU/sqCfNG4c/4b19fV4439voCnQhJqWGkz5fArKysowbdo01NXVYZq0jcrHwRtQXAxs3kwkwUxQPP5quDESlQcOoLKyUmibUCiEEa+NwCXvXYIZ7hlYu3YtVq1ahblz56Kppobiru2sg5suXtnw3XeCjHjnu3fges6F+Tvna2TE8kWLAAARhwOPP75MrKdkVLy/bRD27t2L+fPnY8WKFVi/fj3c31GTe+mOpbze4XAY7777LrwGbQ1EMPbg3fSCJOOqq6sxffp0bN68Ga+4X8GFH1yIX035FT788ENBtoVbWkx5PNzcLHzDppYm/G3x3zBxw0Q8M/UZLiPcbjcqKiqwaimt97bduzF2LIHQtyUef2Z6Ifbt24eJEyfC5/Phtf+8xpXB9T+sx8cff4wtW7ZgyZIl+PLLLxFsbjZXCkMhLPziCyxduhSbN2/G9OnTUV1djRsn3ohpW6bhwQkPwu/3Y8KECdi3bx/WSYuvyn19DHl8zbffchmxfv16fPzlx8h/OR/F/ysWZYT0XVoaGgAAf53c15DHWdt4vV5MnjwZ89bPgz/sx8HGg/h6zdeYMWMGqqqqhJjU0uAvJQVOweNTboIbI9FSX49x48YhFAoJdbln5j045/VzsHb9Wixfvhyff/459uzZgwNSHMn2I/mGPP7dkiVcRtTX16P4tWLkvZyHP735Jy4jdu3ahQULFuB7acPuVkLwwQcNoqJZ0QnFcOPjnWdgzpw5WLNmDdasWYM5c+Zgxd4VAIBNVZs04/HubdsM5fjfD9PYtXluN+rr6zF16lSUlZVh0aJFeOqjp3Dp5EtxzbvXoK6ujpf77r//DQAGPA7s2EE0MmLcuHE4dOgQPv30U0FGMNkWTY9YuXIlQJKk008/nVxxxRWa69u2bSMAyLhx4+Iu8/bbbycOh4OEQqGUvMfn85HGxkb+t3TpUgKArF+/Pu66xUoXXVRPAELev/1L4oOD4Lz/EIwBGTn1VkIIIfWt9QRjQDAGpDXYqi3g8ssJAQj5+GNyzz30kP39PecNeiDVv9JbSTAGxDrWSm6beRvBGJDXV74ulrdzJyEAGWLdTCwWsTwgQoZgAyHnnBMfyPvvJwQgLntQVR79c6GFkLlzhUfum3MfwRiQ22bepi2vspI+aLEQlyuiX6bFp3nsyg+vJBgDYhljEb7l6tWrCRkzhrjQol+W1U8P3nhDU+aoz0cRjAHJfjFbW8/sbDIEG4nFItbRYomQodhASE6OcLvH5+FtfWrJqSQcCYvlvf46LeDOO4nTqa0nQIjLHhQeKTtaxsscNm6Yto6Fhca40UIPqqqER7Yd3cbLvGn6TWJ5c+ZQ/sncqeEfiyVMcT/wgPDIS5++xMv7dPun2jqefTbln4yQcT137xYeef/793mZn2z9RCxv3TpaR/s2nTpKbXPllZpqrK9Yz8tcsm+J+M9bb6Vl9jyqqZ8FEu6lS4VHRk4fSTAG5Ix3ziCRSEQsr7ycPpyfT4YMIdp6IkSGZpZr6njuhHMJxoDYn7OTQCgg/vOJJ6Lz+PvvC48Ew0Fy2tunEYwByXs5TywvGKSYzXi8Vy/hkUONhwR+1OD+xz9oAY88EjOPrz60mpd5+eTLNd+EdOsWncdbRdm66odVvMzfzf6dWN5HH1HcOXt02kVq6yefFB6ZuH4iL2/x3sWaKraedBLlcUfYuJ5HjwrPvPndm7zML3Z9IRa4aBGto3OHcT8cOVJTjyX7lvAyv6/4XvzniBG0zJNqdXg8RMvcsEF4hMncCyZeoG3rNWvow336GPN4jtivCSGk8L+FnB81Zd57r3FbW3z0YOZM4RFf0Ed6/LMHwRiQ3m/0FsurqzPhcUKGDtVUL2lav349SdrD1aNHD1RWVmqus2s92SqNOKh3794IBAJoZntDJfkep9OJvLw8/peTkxN3neKl1lb6aXNyACcCsDobAQAO0HfnOfPANn7QzTavcB2zZLnnnkt/d5BC4Z7aFuq96uDqgO451C1vFMO1MzJQY8UAFpTjVI2blxCCxfsW4/ZZt+OGj29AS1C1I7vkhSvsUqepvgURupJS5YpmiwS+2P0FAmGVC5jN09tvBaCKwYG0OtMuxu4QQrCpahM9BsGuWlVmYb8fhdgJC3Tc3xboure3Hd2Gt9e+DQBoDjZrg3Z9PozGWB3LyEIXM6gwH/bK87c7anbgyz1f6uOuvEA3tZoFYQzqWC1cK6suE8rUTNsx3BZNY9N36eD+96p/82PNVLeEaXT/j7RWMLHq4q72y3V+8qsnDdu7sHdLzCtxlbi3Ht2qW97O8ACdOlqwGUPgPjwcanpuqTx/cNijmmtnuG/YINbPAjoFb9LeW49uxee7Pteto5uMxJYt0Pco+PoK1yIkgm3V1JscioSwu263pkx9HicAiG5bT944mX9Lj9+D5oAsa9m98fB4ZZMsmzce2YhF+xbp4z54jjGPd6kVrimntZXtrixTn8fpuR7uN1e9yY8NefzUT3TaRb+tlWU88eUTmn5okXK0FfbxpZbHA/10+2EZButO141dOpYfK+URABn3reI3pjxuM+Xx7w59h+UHVWmZWFsHbzDm8WYxRKI12Mr52uP3CPzEyoxXjr+99m1UttJyKpsqxSlQhtnyvMDj8aari5eSVriGDRuGnTt3wsM2h5Vo9erV/P/x0t69e+FyuQTFKB3vSSc1NNDGzcmljelwNQAA7IRupmm1WJHvyqf36ilcinlwtvE6W9G/IyTlKGMKVysVVJ2yOqFrNl0VY6RwFdp1gm4B9MM+zRz4EwufwJUfXYlPtn2CeTvnYfG+xeJDjGmv0y5yMBJQLA2Gx+/BsgPLNJjdGIni4HSdkAFpdWbOv4SrlU2VqGmp4efltfIyy8rKSsDvpwOHDqv7wxk0joKtvJLo8YWPI0xkwSkIZmmD2yLMxj9HNwvP/fvFZrqYIRQStjRSC3al0BdwL/6DJoemheG+QFTSttfIg5Ev5MOBRlU8CsNNtIqrH06K+7MMfq2mpQZTNsv5c4wGo6Lea3HzzfJlpxNw/34exa1qtAO1cp121e3Cu2vf1cXd2GzXFcp6K3GVg9GWo1s0mAGg0LFPg5mWaUHxjheFgNgNlRswp3wOPzfEfeERYaHJSScB7oFP6+JWKm2vrHhFLI+1tWeSjuEjDcIOsY/ub9gvGDvKtgdgwuMW+CMSj7MVtAD8IT/+seQfwp3CAMcwYzb+9qyoQLz7fLUuZvV3e22lsNJHxj3vHh0ej9D2/vlS4boSZ1VzFTcsZSBGPG6ReVzR1j80/oBZZXIeNMO2Pnkjrr9evpyZCbh/PVMXt1rRVPYhACBS7FFDsy21PJ6pE1APgiCccB86T7i6dP9SfLP/G35uiPvSWp6uDgD69AHcvf4Ylcf/ueKfYnmsrStLjHncJcqrHTU7BIVIE0NqJscZj38nx3h7/B68sOwFfh6KhET+YZgzv8ATT0j10kmDmGpKWuG6+eabEQ6HMWHCBH7N7/dj0qRJGD58OHr3ph29paUFO3bsQE2NPDhWV1drytu0aRPmzp2Lq6++GlbFktJY39N2iCpWOXkUQ4aDerjsEVmJLHAVADD3cDVFsnBEivdjeTq3+AsxBBvhXkQVNsZInTI7oVs27TFGCtfoTv+FHt2BaZqO/82Bb2idrTSxnCbwkDHt+RVQ6rt2O1B6zsuajhohEWHlzdzyuZo6snl6Ndlt1FIfaZkjXN9ctVk431Gzgx+fddZZgN+PIszGpBtKNWUSSHEUSy7h1yq8Ffhq71ewWqzonEVzwekNRgDQraddKK9nb5uARVkmAAzsSHMifbnnS0FJNMPtsIUo7j7rhevqQVfjAZBw/+7GBk2ZLGbmuf8U8Gszt82EL+RDn3waA1jprRStdYMUIKEQcO3PqsR7GEk5H0/uQBXa0u1iG7jrL0Mx3Dh4VCzT5QLcXR7UrMRV4zSy/kf3eE+DmZKFxhYqAmKZQsQWmxhZ/2FHJpTrcm69FRjZc7VwD0BXzLJ+YoEFyw8ux+pDq4U6GrU1Nyry3xKubqkSB129wagIs/HvX6kMIijaesG58vM121HZVIkCV4HQ3mrMsNtR0NGmLA59+lo1mAGZx4d2GwqA8nhTQLE4iePWjsBOW5jy+ACxL6t5XE/RLMJs3PJLbfwux/2vTH5t2pZpCJMwx2ykeMDlEpRCqxW4cdgBU9xGPD7Pfz2K4cYPR8QVe1lZgDvntxoeJ4TExuP9PtJg5vy95w7hqobHDby4zcjGUcWw8fvfAyO7rhDuAejCFW/Ay984f9d8Uf7EwuPdRONLjdOorV+6aTXUxNv60yH82sYjG1Hvq0f3rO7olNkJgKq9FW3N/Dq//318adsSoaQVruHDh+OWW27BM888g6eeegoTJkzAFVdcgf379+PVV1/l961ZswaDBw8WEpHddtttuP766/Hiiy/ivffew+OPP44LL7wQWVlZeOWVVxJ6T1uh2lrqLWIKl11SuKyhGBUuyUr42SN0CsRqBeT8rhZsxZkofuEsuN36Hi6jVYpFHZfioovoJbsdyKZ6IQZhp8bDVdVEyzij6xnCOScF07YoZhtDIeDX3/+Zbhe0uhe/fqTpiDCtNLd8LojSBAoEaBCjDlsSYtEdgDcd2SScKz1cX3zxBb//Z31U1jErFzaU18pJdhnGrtldcWbXMwEYdFQA23bKHiIAKNudoXsfe/78k87nnV9QXs1wQx83G3TznVTp1lO4AKCTmD9YUa4N5fvkQYAFJ18/8HpYLVaESZgvxBDwuFzYrpCF4TCwo66rBjMAlP1A63RZ38sAQCwPwNj6UVIQrDZodWTHpQIOgKZGUHry9tTtEae5GY93WwGjCAN1rrkNlXSq8FeDfgXAWOHaU99RaIKtW6Gba66quQphEobNYsP1hdRNsvqwYpAwaWuATo2MtH8mXItlMAKA004Svf+MCGwor+7Ez5my3yu3F0/AbDQYbRPX62D7fkmBUW1Mz56/4KQL4LQ5hfcAUODWelwjUXg810E1d4HHQyG+tVl+gbZMjnu3bBT94KG5Gn9VSNu63lcvrho24PHmZuBASxfxHhVuzuPNIo8/1/qULo8DwMhcuspYibuquQr1vnp+XlZdJho+jMdPWqMHmfJ3i7isnfH4DYU06a4Rj5cd6Sh4pLZtgy6Ps+fznHm4rN9lAIA1hxX1iYXHXQuEa2pPnp5RAQCFvVRhLRIR2FBeVcDPGe9lBbNwUh6dvtQ1nF0u2pcBnH66btEppZRs7fPRRx/hsccew5QpUzBq1CgEg0HMmzfPfONIADfddBNqamrwxhtv4JFHHsEnn3yCoqIirFu3DoMHD07Ze44HEUKXA+cWUAvR6qDCUE/hqm+th5rcddT6332ICjh13AOBla7GeU70cEWbUoTTyZWs998HrruOHlehm9DxlUk1mdVq5OEKZ7iwf7/4r0Akg24X9P513K3PphO7ZXeDy+7CgcYDYkczmafPzCQiDolY/Na5PakFr/Rw/f73v+f3V/g6aMoEJPd2B1mRZMpr56zO6JlLR23dwSgjA1vLaPcZMIBe2l5uk7eZ0FG4eub2RKcsOvAJ7m2OW2v998xr0uCOkAjHyRQFI4WrskYnFw7D3VcebJiA6pbdjXtJ9XCHHFnYSRdH8nQlW4/qD0bMwzWk2xDhHYx2hgboTxH4oZuvh2Hult0NXbK6gIBoLGuAPuvR1z00ueZYnc7uQbP9G1n/Wyo6saIBmAxG0vPdc7qjdx71uuu3tZbHu3QM6yoerI9ccBJNiWLU1hUt+XqQaVt3khUBLi+yOnEejzYYnXYa/d2+x6G9DyKPM8+wHm7o8Hjv3EYBB0CnPffU03jNXxbSWArdtgZQcVT0NDOyIIxB/WUDj/XtAR0HINOeKdRbiafJmgeWR5vzeG0PDWbl80Y8vstA8WhpgS6PM4wndzgZmfZM+EI+/h2U94YyZM+dBjNLGwTqMdPwuIHCtfUQ5R9WLSOjgvF4r9xenH9i5fHunYK6PM6Migt70yTKZTX6PH64SczDyYjGAMqxxKw+g/sNRo9cKXVUFKPihFG4XC4XXnvtNVRWVsLn82HNmjW4RpneH8Bll10GQgjGjBnDr40aNQqrV69GbW0tgsEgKioqDPdRjPU9bYEIAbxeKlhyCqgwsEgKFwKywtXBRZUAPQ8Xt/51LEL5PRaUlys8XCqFS/AeKQajOokvO3SQt5g7iq6Ch6u2pZbHMTFhcqRZX+GqaCnQTf1ClUJ5CocpXKd2PhVX9L8CAMS4sEBAM0/PAk07FEhYFJYtICtct55Os36X15Rz3OPHj5cVj5YCTf14fNTP5vFrTDh1zuqMHjm0o+pOtyg66i230N+yMugKKEHhkjxcrM1E3Nq2vvpUaQpWIaAONBxAa6gVDpsD1w+kXhTB66FIalpRLXrhKG4pZuZ3srdI6SU1UzT3Bk5CMEinRJiyvlVSRjQxXHW0/DO7UU9hXWudEKdRaN1lMO0ANNvzNbjZYHRal9O411Xw/kj3em0F0Eu1p841F4qEuDeB8bjRNNPWwwUAgGuvpZcPHQIarB01uNlgplQ81J4eIx4fPCCgwazEyHhcHe/CByOvVuGSYwC/4tf0eFyvrSPOTMrTAI/b277TprlP+bxgVOjwuN5imF+eukuDe2ftTkRIBPnOfFzZn+YSM1K4Ko+K054Ut8TjD8p9l+HulNkJvfJ08iBKeHY0U0W5WzfgEinaYGuV1qhQTh8zHhcwh8MoRLkhj0ccLg0WhvHMrmfitC5Uy9Xj8SrIwVZyML7U1p3f5v9r9DdyOc7qaMjjB6iFxPr1zp1AQMobqcfjvfJ6cXkWjccZnTWoRYNZifGW06gwNfJwHW7M1ZTJ2/pyOSaY1af2YC165khGhY4c9ztyeYz0CaNwtZNIPh9dMQLIChcy6AhA/LFNKe4MnWzokmVksVBrXWmxMoXLF/JpYigAAE4n6iWHWseOdJ9TQOvhYoKkU2Ynbqkbebj21hVI9dHWkRB5CocpXP0K+mFAB+oWEqYppXn6N3rIAbeF0oJMb5NVuI9hLK+hhRcPLobNYoM34OXWunLz6opmOhhdcYWMuVMWzabNY3EgDkZc8WjSCuWp5A4clHShUilsY+dOIOTMFu4DYvNwFWE2rjuV9nybje6xDABdC4ICZkBWrgo7FXJFoay6TFawldZ/FR2MnntO3qZygOMHinu4jCtWz972ZmryDxokJ6p/bfYpdPq46iJ+e0uwBa2EetCYchQhEYHXR1uel3ic1lvJP4ctJ2mwsMFocOfBfLpXbzA6TGj98/KAf0ix4RYLwRBsgTvvbh6jUdcqW8SsjhXeCt3VTFsPUMv64ov5Nqco82m3uWHfTDkYCYOw1NZj+nzAMbPwU3uGVYM5EA7wafIbB90Ih82B1lCrmIWc4fbQwai4mBpTANA9x0vbuu/3/HalgWbW1hMCvwNbKD5tGv3dvsMCYs/Q4GZ9TjAqdHj8skI6WNvt8t7lvTq0anAzHh/cZTBO70pHQl2Fy2JBhTSOvvaavJNMoX0vxX2RuWdPl8e9tIGVkyx/mzWM8rgiIL2mpQZhEoYFFq4cNfgaEIpIU62C4qHl8Wpbdw1upVHBFCRdHg9RhatTJ9kLl+WKUMxOeWUsk2fZGdlc5hp5cbfupbLr2muB3Fxq2+4K9RfuUX6zXrm9ZG+mDo8/NWAWx8z6jNOl5fFGXyOf7r35NKrZVzVXiTM/TI430jredRft3wDQK7tREwPI6nPxzy42bGs3RuLMfXMQDlO+WbUKaad2hSsNpLSuswqoC55kUMkVbo1N4TKz/ilF6HL80TJzdczsiGxHNrIzKFMK04o6Cpeuh0satFkMWPec7uiWQ28yiuHaV0s5Pztbq3Qpp3CUCpeRpwcAzsqjLvRBgwBpESoaGi1oRpaAZdvRbQiTMDpldkK/gn7o34EKB6aEKRMFVjTRwejCC+VYuKtPPUDd2wr3HFe4Mo0VDzdG4jdN4/ilXQoD/YzG5ZoM+7F4uACgQzZVrv75T+Dxx9mzuQJmQLb+BncejFM6ngK71Y6mQJOcMVxp/VfRBrn9dnn/4H/3eUODWzktzXALglnC/dASyZNYDrwnxaZHiIVOHx94g08fM2syKyMLXbK68DgcPggTgqLwTJSiiA+SgwaBx14djvTQYNHzcKmnpAHgcJgOZL160b2qAaB75zA24iyMtHyqwdzB1QG983rDAguCkaBorUu4P/u2AADw9tvyrPHPFzxDB+Hv+/HbldMtRh4uADgtj7bVxRcDkyfTf1VUSwUHg9yLW15TjlAkhDxnHvoV9OMLLwQPALf+ab+/4grgd7+j//rt0M2Gbd05qzOfblFPKboxEg9Xyxm/mRegvh44I7zJnMcNPFwAkJNJtfR33gHuv5/+q7JF681U8vjgzlTzOew9jEafOP0YcmTh6FHK43fdBZws6cATu/9dizsGo8KNkfjzVyMAAOvW0f2QAQWPb3+B8zh7tlsOneJmaX64Ih8IoAizMRPF/BWDB8vKsJlRcVqX03BGFxMeD1Kr8ZRTgA8/pP/q3S1g2tbMq1fbWgtfSOGNlnAvXk3l66uvggeSn7X4dcrja+RYXMbjZl5cABiYR8ef66+n/QYAKliIgwIzUyhPyjsJJ+WdxA18wWvPcNfTqdRrrqGGBQA8PGyloRwv31Suy+PubzrSkB0/fVckQr246dxHEWhXuNJCTOHKygJs2dRtHHZoFS42pagMkmQ02vqCrmWUL8mmzqiF++65GDlStFgB6MdxSQwbcbiMPVwAD4Rl3qxuOd14bi9DD9dRiumCC8ScK+opHKXCpWsZSR2m1kL/16kTtWJY5z+MXgIWFkBd2KkQFosFp3Y+FYAc63PLLbfICpeHFtKjB9BZCiSvbc0W3gsoph2yOhnO/RuvwKGeyWK44V5IhRchRF/hatHirpHq06kTraey3nqxTIM7D0aGLYMPwjx+jU2tIQdNTRaOm3nNatBFU2a0KUV32akohhtHmqnipFwkAShWCknTx0rMFouFD8JcMEuYb8BniERoHb/9FjiVNmHMCpeu9S8NRr16yW1d02CjPUlRntKbmWHL4P1GqWi6vb9AMdzwB2kd9+0DpAT5CBEbHYQ/uZULaj7dYqRwSe+vIfR7dO6sUDKPKKbGpO/DBp3Tu5wOi8WCwV0GC99CWWZFQxbHzdq6lnnUlTzeKk+tGSkeYzEaevFWALCdDKI8Po8OnsFwkMuaaDxe25Kpwc2MIYHHa2Uez3fl83ryRTFsas3RG4RQr3CXLgoet3bV4BaMCmmaSRnP5N51BorhxtFm+h3V09KUxyO6PG6z2tAhk8pzNY9fgSVgU6kbNshKIfPERuPxbUcVKxcYjwdoHxZ4vDFDg1nJ4x1cHeCyu4S6gxC4fdeiGG6EQrSOu3cDLOVlkNgpj0+6QZfHNf1a8f7aCP0enTop2poZFTrezNO7UE+mGY8frnVx3JzHA3ka3EyeXXbuZbo8PnZ6oTQVKU7tp2tLH0btClcaiHXUnBzwmJ5wBnWbh1pi8HARgqLQDJSiCDnZVOj17k2177//nd4yAgswchBlSKWrHID+SkWJYT3WAq4UaTxcivuYN6t7TneucHkDXjFBIlO4jlABddVVwEeK1cpnYBvcV5TwKRymIPUr6Gc4tQYAtYTGxnTqJLqjD9v7Cfex79Yxk94/qBN1pTHFY9myZXIMl2T99+ypEFCS8NdTPJRWcKW3Up6uY9v6GHQdrni8T63Xel89/GFafo+cHvrWP8Mt1UcpoCo9olcPAI620MGNWaysfXiZbADOoN8rN5fyIhdQ0vdlAooQouvhUk6ljl1zraRkmsQUwsanj5WDEQCt8iG9uw60LhYL5Ufe1tKUCcMSjoT5xs2DOg9C73xqmQqxigx3kA5GPXvKmINBC7zINRyMlHUVBLO0yswIt3oQFuJbTDw9NWE6GCkVD6/XAi9EBZu1C1P+GY8LyU91BiPO475s4R5lmULQvCq+ZScKo2AO47l36EuYIZZhzUCnrE6GU6kAUNtE6ygaFVqFi8kf1s6cx1tUPG6n82k9etBpIc7j6CTc5w/50Rxs1uAW2nrTyBh43Bo7jzPl2k6B5uXR7QU5j6uMikZfI1/JO6iTyOOcGG4/7TdKeVbXaEMYVkOjwmKxaHGz/QRNZlPMeNxoShEAakIF9N0KHq88KtVR4cVldYzG4wTA4Roa0S/wuF/LP4xPKvdU6sYp7qzI1chwQiCsYE4HtStcaSCvlJhcqXAFHZQZAk0xKFySl6kIszF4EGXKkhKaH4R5uBpQIAuxODxcdRbaUbOy6GoUjYdLGhC4hyu7G3IduXxVj6DESa7o2YuohfH225JXTzLUF2AERnan+2pFSIRvFhttSrGO0O/ChKescPUVsLDvxr5jv4J+9D5JIAwcOFBh/dP6KwfhmuZM4b2AfkBxc7CZ552Bz2e42ooRgQ3lP1BFiXXyzlmd4bQ7TXHXNsuDEbcI67VKoRo3S6Crnm6pzOjDMQMKzx7pINzXHGzmSmGnrE66G6vvbOwWPaYQYT59zJ5l31CDmwll0Ep17Ej5hrd1QPTCNfobQaRv3jmrM8ceioTk1BBM8fDTd/XqRflR2j+YvisS4f1L6c0EZAWWez0iEezEwKi4lYOw0ZSiWilkClenTlQhzpXGjEqIgzBva2cBxw4ADf4GuQJ+P0Kw4Ui9PBhxxaNVAm8wtcbap9HfKH/HWHn8gOgt6Z7THVaL1dTrUdPk5LjNjAoNj0vpTxr9Io9X2Khhw5Q3PghLHkTetyTMNosN+c583aD5nU09U8PjTClkmO3dOWZAweNh0ahgMx2Z9kxkO7KF8UHNP4dbO/KyOkr2EyEW1KODocceAO/b3IsbxYBkFAuPc2K4g3Rc6NyZGvZWKxAOW1DNPOzSfYY8rhwX/X54kYvmVjq4KOV4rd94puLUvqdyJfNI0xEen1nYrUGjZFosEFYwp4PaFa40kODh+vJLEAABB2UG/y55vbqhwqUQPN5m2kRMILNA00bkU62fEB4zwDqVbvJT1qmlwZbFETAPVwuyaYwU83ApYrgsFot2WtHthtt7FYrhRouPWoQ//EDnwVmC1np0AKZPB4YORdWMSfCH/bBZbDgp7yRzD5fkimaChAsoa28RixRUyb4jm6JlQtnr9QJ+PyKwoLKOCnrllGKNV7ssW6lwZTuyuaDngnnpUsPVVoz4lh1ut8YKNsWtMxhVNzoRQIbpYKThIz4Y0e/FyuKKZkhqfD7NQ+visDmQnZGttYLdbtPVVhSztFKo4XHA7RaCqAFjD1etNPWjGYz8nQUsDFtWRhavJ0vIy6fkdQYjQNHeknKnHoRZ3TSD0SefGG8nImAPYxB2AG63rvXvC/lkZYYPRvlC3fi0os3cqNCVGX4/qtANkYgFNhs1onhbt2iVGeVqvTxnHrIy6D3cy7ViRYw8vkOfxw08XGFYUd9Ep70Eo6IhSzPdGyuPV1pom6l5nHtxVZ7Cjpkd9T09bjcKSYp5nL3bToUsa2vZqBBnFYwwh0lYXgDFeLy5gJeVkSGPCzXorC/PMiUeVxsVpaVx8Xi4dCYfA4SFIS21WqMiICtcdrs81lRAnEqNlcdZSEl+Po0X5v26VceLK/GeI+TgMcjBSJDzwejC6WLIjrSZerq29GHUrnClgbjC5a8Ffvtb+O1AxEob1vfdAR6Zx+b8NTFcCk3dK8XgqBUu5uHy+D18VUxMHq4ILYApM9nZsoJUhW66Hi4AYuC82w0UFytc0bSOhFArIeCjgbF16Eg9Clu2YP+f7wNAAyPtVrsglHlHZQOh5IrWDMKqIFPWIZmipe6ozc3NgN+PWnRCKExZvXt3uaM2+zPgg1PfIpTqxwMuvZUU97/+hSLMxrlYDQCwgiV/JPyXwIbRwb8BxcWo+IZm0zcdjAIBBJABTyuNiencmWJnqwqPoLtmVQ8gW/3MMtQoXFbR+ueDUbiAv1dZF/W0w9HmowiWzgCKizE6MloVU0h/nRm0rfvgIF0pdPAtirtstYBbk5tJZf1rBiOfOGCqhbLFYjFWNFsoP6g9e2qFSzMY5SoGI7cbuOMOneXtoteHxinaMNr3LJp+XQyP38NxZ2dka5OAGihcDDebIlN69gDZi6mbSsbv54NY9+7UU8i9mZLX1CiQ2mKxiFMubjfw7rsowmycDhqsbQNLu86wS4pHgPJ45fIvOGbAwKgIBNCAAp4AtGNHmS9b/HZ4kKercHEeN2prySOoUbgiKqNCEaOorGuFtwKktJTyOBkNMaaH4s2wUx7vj30ij+9cr4+7VcXjklGhVbj0jQqGNdOeCYfNoY+7KV/ALfC4Ii2MetpcMCrcbuDee+Pi8ap7buWJfbtld+OYwyQsex8ZbmmqT2NUqGJxY+Vx9hz7frytmVEhvTccCXNj3B60w2FzoEsW9apVNlE5XrTkjyhFEVygoT79sBfup1alNcs80K5wpYWYwpV7eAdgsaBJkSuwJdCFR+ZF9XBZrfB6RYVLPaXIOnemPROZUjI8M4WrPiIxtSSPLBZVHJeOh0v5e6TpCDB2LGCx6LqiCQGCUvBlPTrwi/ulQzbtxzpqIBzgsRXcIgxRy0ijcKmCTNm0ipFlNGDAAGEw6tqVKjH5+fK0Zy06GXq4AFVcj4QbALKkjjoNv0Fp3yfQO4MqqLmQluFjNl2yvpDmjGBBukYeLmUsU0EB/WUDUiV6xDalqJpuqVQNRnwQllz9auufKYOdsjohw0q1vcrXRgMWC4owGx/hN2DK9RnOXXC7gRGZNCP8s3iJrhSStO6KXd8L30+Tr4dZwTYD679FnPZUY1Yeqwejw1IKEEMPF3u3QVsf9h7mbV2E2fg9JgIArAhjqGsn/vAHXgWciS28vQ9LnzXHkUM3p1csFtBMpQb0ByPmlYxm/auXzBsORk1OwXsUCAf49Lha+ahsqqS4JcqQjIn5uAGlfZ9ATzuVJ/loFHl88RyhHCMPF4urYrFMWVmyPKtAT15HQgjnZfWUokbxkOKgNFOKzKhQtTU3pJThAi/JPD4e0tJJEAxx7oTbDVzkpLz8Ep4VefzgNgE3U9w1Hi4rHew18swnxpnFY1QcllYvx+vFNeLx2/ExAMCGEIa6dvIVpICUTkXF491zusNmtcFldyFHytWl6du+HKFu3KiwxsjjzBFBiCDH1ZhrW8R8ZvW+eh5+MLSQJu0WFkBJPF6E2egBKren4i6MXPgQ0k3tClcaiHu4Wo4ChMgKVzATTaSAR+bpztEDcjBzhkNW3gymFNUB84B50HydpMwwDxcgL3O/FMsw9IbecLvFVYoA0D1boXDt3AkQouuKtliAHNBKMyUCAA5IgrVvAZ0yyc7I5tab2uvBVp0wAcWyPs9uuZouUf6Kfgz1lKI6lmn58uVCR2WDmsWiXLHXmb+3JdjCl0vrKlwSbkD6/gDy0YCiqnfxH/wJAHAGtlKhDACEoMJXLZTDBH5da53g2WODUYcOsjLIB2H0lJNRkgj3okSdUiTiYMQxq1b1qK1/q8UqC6jqvRzzpfgWAOCED5sxFCNHAgVNdGqiAbQOHLeVKtFsYNME1/IpRf3BqLI5jwbXSrhjUrh8PoRhRWWTwWDE8h6pPVzM+lfG9Sjaug8oA96P97ARw/D66zLUb3A5b+8KKTyTeRGUZWs8XAaDkZEX12y6xd18Df6AEgDADjrLx79nOGKlvKqaPrZarLwsDY9LxNq0APUoqnoXL1n+CgA4H6tFHg/UCuUYebgYj3eSRZUcx6UwKpoCTTzWRo1bE6cY7iqUwxXNUD5/r7IurG7KcIHDVbt4W18AmoypK45iI4ZRHm+tFL4Hx22nRheP4TLycFkoj0czKtTyTHms7NtNyIbHJ8frKcs29OKqPFxqHu8JOrX6BN7ARgzDSy+xGliwDudoeTwvBh6XpvoSNSo45lAIbnITnsY/AdB0HUoer29xIQSbpq3znflYvVL0tFd6Kw15PO0R82hXuNJCXOHKt4oerkAOXSklReYx16kQ+AtwRmxxduBJ1dUKlwf5CLcGNAHzQBQPV4gWxDxcbrecYycIB7bscqH45jBqmmnn0fVwFRYCFos2YzYiIAQYmkUTU3EPF4A6adqSWYEWi8UwkLouSHt1x460fmyrTAIrXaI85ky43eYdlRCCW265BW7vL/AAJgAA9uyR86wIAkplBTtsDm61CdMtLAsrlB21ERg0CAW9c4XrEkgc7iGtjlQNRoILXmH9Kwcjpo/dihkYevQruN1041hmvTEFU08ouzESnzVdBgB46y2Km1uEbLcDAw8XoBDMhT24V0/G3MB5uKCj+D+GuyLPootbYwWrBqOVKyF9HxvOxGa4y04VsLE+Y4R7Mn6HcITy5LXXirhrbGLMjGlAscTjSmwdJNxOJ5BpoYOtkseZ9W86GLFv7hMHo2opP+d/m++hRsXCbAGb0WDkLiUoDk7nRoXHQ/MTff45kC2tcFbyuDJnH9vMWNhRwYzHe2YL1wHQtu5Gp3TURoU34JX3TvX7uTKg5HFm7I3AAgzdO1vo1xnWDJ7GgONmiwUkHl/sORsA8OKL4iCs8eLqyEmuaJ7ay5zH84kGd9gKVOWI5RiuUoScAgQA1tOZSDQEsimPbxpAz2P04k7G3fz/F1+s6tuq1ZmmC0NMeJx5HgHZuAQUPK4wKjSLBfx+BGFHgy9TwN0gQXgx+BTl8XnidKkhj88I0ZQ0oGNQfT3l8aVL5TrWo4Mu5lukbUD05HgEFo6N8Xi6qV3hSgNxhWv4GaKHK5CD/eiHoQ1L4XbTAGBN4C/ANXVvhjzNxFZaKTuCp9mm6+FiXindGC6FMgMIMwgA6EoXZFcjggisFiuf++YKV/MRGllICIowG09KVocFEQzp54HbDQy9tIC+i3m4LBY0SvHpTElQ1lnj4ZKs/06dhFk8Wj/FHpLsm7FYONZRg5EgWkOteOyxZShumYJD0nSL10s7qkZA6ViDFouoMFQ2VQoRlYJlNHo0Ch65Q7gOi4VawQO6CeW47C4epKzErVa43G456WsIGdgSOQ3FxcDHnzYAAJw2Jx+M1Cu4WFK/5ggVeD/8QHGvWQP+fYnye5sNRiOv4pqfMBhJ36LgirM1uJsyCLwZEaEcIw8XG4Q7d6aYb72VVwE7MBjFC+6H2x2b9e/eOxT34QP+/61bKe6jUjeosYi5mTRB88rEkH9/Rgd3PcfNDBYl7sOSUWQ6GAUCaIULzUGngPsDqdoRSLm9nh1kalT4w374Qj7aPxABhNgjGrXgdNKpQz0e123rpgqOTxyMJB6/txiAYgBmPN6X9nM2qBW4CnSTgOrx+BYaJkaNveAgFBcDs+bLmFk/ZHKDt/WKbiiGG74IFa7799O23riRlsdTBai8HqytAYVH89e/NOfxi04T/geLBUezgIiFegqZgWu0SrE2Iqe5cbuB3/6WVwHbcDqK3XcKbW1mVLgPnoM/St5MgH6/4mLw7drU+cfMYrjIP/7BcTPDgbV1RgaQ4wpqcOvxuJ6HS53uxe2m66cAIMx4/PE+MRnOY1/K0KTrsFioki0sFtCRZ5OlrMJ6crwJOYjAJuBON7UrXGkgrnANHQCUluIL5yX0QiAHgAVbDuajuBiYPVtnjh6QXesZtBNkZ8tbVjgcQGYG7QiNzXbdwVIZoMy3KWEergC1UtmAofCuypRdxcuxWSlDCkHzRUU8dfBg0JxXI352FBv3FWDkSKDDOdRiq0cH2jOGDEHjlXTbF6YcKOus9HARAHV+qpB06iR4vTmxPSTVHTU7Ixs2i41/z7VrrzMcjMw8XLqDkbeC4r79dnEwev8NYORIFBRfSd/LhFO3boDbjRoXDV7tkt3FFLdS8QB0FGFYYbEAb74jYlYes+8xdvog3cUMLNtzIGJHE3IMrWBA4SUd2JPuXeR0yoPRwK5g0aUFFwyWcEsMNWgQKj+kA0KOIwe5TilWycjTIwnmzp0NlGsp/4+u9a9aLDB2683CFDfD/S2dCUWNxTyGq4OrAw9yP3LV+XSvGCgGowdvl3F3z5RwF3Aer/r1DQBk48QIN1M87HYaz2RmVKhx5zpzuTLT4Gug/cMgn1C/ftQdIXi4dAw0YWFIURHwq1/BCzlPUf70CcDIkci/4VL6XovU1j16AG43jtrotC+TEcokoEqvR63K02PE42+/L8ZvKY95W88eosvjE2m4HeoCOYjAYurh4jw+uC/lcbtd5vFh/eS2PocmFuZ9+7TTUDGO8gaLZQJMPFxSAH9CPK7GvfsOXR5fu5ae11jlVBMREtEYFayt/WE/Gq67gjcCx/3472XcnTPk/1mtlMdvvJLjZqSHm8kzFiIRD4+z30A4AF/Ih517bIY8LhjOOv360UcfBaAjx6+6imN2WAJwlU5D2iPm0a5wpYWEtBBFRfjQJe1uLE3lsE7y3HMGgfPMw2Wj/2PTiYwKpC1gGpozdKeD8pxU0BIQTY6ieilnCfNwKWYQZMql8VvKTqVJC3H55QCAxizKyAWD5HtZ2XXoSNMqb9yIxi4URDQPlwd5CEWoAOvUSfB6c7JYCAYNih5kWlYWitpRlZaRegAG5FWaPB7ulFOEwajgjuvoL30tWpEFPxx035KRI+H1Uy+DoGjq4FZb/3qKMCHA/iMUs/I7qnloZ6V+Ur9du+S9tZVeD73BiPGQ1++lAqpXL1konyzH5vFVs3bpm82ejdqLqdfLEZJXi2iWj7NvrrD+dZVrKf+P3mDEBnWOu7mXLm7u4SJyfEswHOTPsfa2WCy8zEZfI52vAdDgorzd4YqzNLjr0QE46yxg40Z4enfV1FHP+lcq1xZLfEaF1WIVvD2FA8KG+YRaWuh+i3ptreRx5sXm3qi+fXlbu1yA67YbBcx80+4nngBGjtTEFAI6RkUcPH6wSsSsPGYxXDur8nXbes8eehwhqti1Vq2imeeQeDwg8Xh+vszjhfLm0Bw3UzS/+gq159N9spTf0Wg3BWWSW1MeVy0CAmSjgnnzd7b01sXNpqS5UREIoNHXyA1u1h4uu4vnVGz0NwLnn0+xZVJFrMPV52pw16MDcOmllMd7dNTUUa+t1QakEY/v2O3jcbOszBxHDp/ubvA1oLB/wJDH9WJxlUZFSQk1/lg7cR5XyrMuDliK0q9sAe0KV1pISHwKoMLGtteQk56ygd9oCSwAeO0FALQKV36WpHC1OHQFSaY9kzMsG/D5lGIr7WzMw6X2oloshHu4mLIBiAoXkVaNALLwVU51srKV8+rqVAaAvqeHCeXMTPonzV7K9UMEhFjw7N8DXJlUuuCVgfODBkZi66gGHg9leWxQgd/PO6rTKSsweXmyYsgWNCifYwpMNNysXkaKZs+Ttda/erGAWVI/IRO3yuuhxM0VroDMP1xAya9WDEYF/D6eGqFjTxmzOnaNfXPFYKSLWdqLU3cwUimahZkHAR3cbHPfGkVuJiZ4LbAI/MNwe/wemcdJvga3MKVo0tZc4WrVWv9sMDJq64GDfTwhrRHu0Y97NFuAsXxCp59O+2w0L66AWaojXxSi6NcMvy/soOlU/H4Ew3T6HgDfLxNQGRVSmoLYeBzo0b+BvtvEqCjsUqfL46eeKstdXc+ekVEh4TbncZl/2LdSyjNlws5QJCS/W0oBYmhAMh6PwcNV6DwAPR4/6SQFZqmOrK1zHblw2p0a3Eoerw+ngMd1PFzReHzA6Y3SN7DwMtWG8+iHqw15XM/DxY2KzM648847tZilOurxeLqpXeFKAwkeLgBds6ilqVS42ACou8ybebis9H8aD1cOnaZqaHXqeicsFgsP+lYnzKv3UQ2BeaGKisCXuVsRxpA+jbjrYa2Hiylf/rCfDphSHRulgVbJtIKHi92nyrWirLPS08Pm/pX1Ky2lU6kAMAC74b7/c1w2ooGXo+z8yo464tJvYuuoJnEemo4q5RMCROFktcq71zegAAgE4A/5+YCpJ6DMPFxaRTMMQiy44dYGAafyuDnYjGA4iNHXrNbsEcZw61qEetZ/jLj5YCTtDoBAgD8TbAry+1x2F99UvaalRrb+Fdt/6CrX0l6csQxGo3tNhHr6mBBAmlVATbgjryPD3CGzA58S0uCW6shSqejiltpa+a10lesWY+vfqK0f+wvFZbVYeX9W4y66shGlKEKGlCvrlFNovMzIkYDHs4++O0U8rjEqAnKKCQB8+ljA3Vqridcz53Hgml/pGBWqtBCjL1sWlcd1vbjJ8DgzKiTvkbIMQN5ijIBQeR4IIAILaoNyChAzHo8lTnF057ehx+MsjYMyw75eqIAGN8v2Hs41xq3gcSbHTRUuhTyLxuMPP9bAy2NOAjXuop/X0k3uJUVz0CCZx/XaWon7888/12KW6qjX1ummdoUrxeR2A0uW0OPnn6fnV3ZeTC9ICpdSOJhOKVqpkNEoXLk0P06j3ylkUFYSszaVHgoAqGumlk4H2ajHz39Ofy/CCmx8+Qt06af1cGVmZHKhd6TpiELhMraMlNtM6Hq4dJZR663WKyoCTqNxqyjBHzHy1B38e+U584QBU/k9H/i1E6UoghMU+8knyx1VM6VIiK6Hi3XUlmALtVpNOqpaQCkHI+WAKQxGhADBoAZ3URHwwgv02IIIzYXzfj1OOb1BwKmsI0AFYtHg7XgVf+bXhgzR4tbzcJl6PRS4lbwjK1xyqgnW1t07yAo7oFI0pZVMjZKg79RJVq5ZHbugGu4z/oGRI80Ditl0S1H2l/glaKJZm03GfdttEuZwPo/r0WtrDW42GEXyNLj1eDxR65/hZsrMqSiH+5GvceEVFHO+M99wMILfjyLMRibotMz8+XIoSmEhraRRQLEuZiAuo4I947K7eJoXQOXhYu/W4fFnn6XHnMc/9qPvIIqbTacpMbeGWhEIB1B0ymaMwT/osxaRx02nmfRwBzy0HwYCcryeArfQr6Xvo9fWdqud15Mpmo3I54HZSh7nO33gCNznvSLwuNm0eZFzPq7E1/R9dhl3cbGEOSIbFdF4vNHXyJXCxrAY26vEHY3H9eS4Ho9/8olc9mkog/vPK3DuJVrMynPG4zfhUxApXm/pUpnH9UJDlDx+1llnCfVtV7h+RMQYv1nK48lWh/mc1CMFKWBdqaGbTilaKJNophRzpRU1vkxdyw2QB3j1lGJ9MxWKyo7FymeB1EeaxRxcjJhS1+BrkAcjiWmT8nCZTK0xYoKeTdcxa1A5AANiR60+dAhFmI3OoOXPmGHQUQEgGOTTPkqhrJwm8fq9XIgC0RUu1rmzM7IFpVBvMFILKAC4gcZgSzmBzsLIKz26iqvdauft3eij03XngK49HzyYrtxiuGO1/hnumK3/iKxwsWesIVG8CMqHzkomgArmhx+mxzdjFkbmLaLlx7hkvhtowNZzz8m4GeYIbLxtog5Gkhc3DCs84Rxj3AlY/3ptXVQkJyD+GL/GyNN36mLW4PbTravYptd58qthsdA+ohdQrOfp8Yf98If88RkVknxRYgZUiW75AgnR6wEAI0bQ34HYRXl8RKucZV4hKwSjQuLxYdgEABg+XORxtVERjoQ1258BskfO4/fw/TXNvbhSfQwULkDV3grlOjdX9tIXFQF33UWP78FkjOy0jJYfI493AG3XN9+UcfPUC5F8BGGPy6jwIE9eIKETGhLNixuLUQHQFchsV5PP8CuMHLovZh5vRjavo5LHo4VIVFZWajED7QrXj4E0KzGk4PglPppLKNtCuW36dFk4mHq4LFQgaDxc+dS12hDI4oJE4+GShIlySjEIO5p8dOWJMvEpm/r0IpdaeZIyo+6ogoBig4zk2TCK4Yr4gwhH5L3A4g0eZ8Q6GdsCxLCjKlau2SQh6oH2O+olCtQTUE67k69cY7j1lEzAWOEyGoyU0y16uAXMgDlulYBiz+SJr9bErgXCcj1141tijOFqJZl0sYBS0bRli+9WWsIKocw2rtbFHWdSSKYMK3E7HPI5wx3rYKTMQWSocJnF6ykws9hHIx5n/BSVx2McjPLzgzJmk6B5pffVG/DGpXAdKx63WW3cCIiVx5lR0eBr4LnrlHJS15uZpMIlTCEbKNca3KoEoMyrpfwGSh7Xw11QIK9kZ4ZurDzOMLtcckyqgDtehcsEd6I8zjBnZNDYWUZ63kylUcHSisRjVKST2hWuFJL+SgygTmr0jDBNdyAlzwagnRYBIHu4iJHCRX8bg1m6q+AAhYdLMWAqkzQqlQW1h0vPUleee/1eORg+kqspjylcEdjgDWfC09ogvzdGD1dHUX+MXeFSdNQueXmS9a8VUIJQlt4dk4AyUDyU52wQNrT+VYqHsh56g1ErsrjVmqzCpY5dUwaP601TevweGvQcicQW16MIKO6a31V8t8rDFatyzXGpcJsNRmplWD31oN5HkRHrR+q2zs6W97YE4p9S5BtYxzAIs+8Yi1GhxGy3iwNmv360b9aiE93TNBTSnVqzWW1cXsTL4wyz0hMMaHmcIHaFS72tD393gkYFky95zjxh2lNPnpkpXD7i4osF9ILmAa2HK1YeD0VCXFYnwuM2m8yTatwaHnfp83gHcbJAnFKU0kzoyTTNCmS/fpJbJe5EeVwpbwDzoPlOmZ3QvTsNaxBmKgJeUx5PJ7UrXCkko1U3uVl0za4jTD1cSoVLPUcPQPZwESoENVOKBfS3IZjNPUdKKxWQGUzp4ZqO2/j/f/YzOeu62sNlJExiDbbMzARcLqp51qMDGpvo4GYa5yHhZtNM0ax/ddJTfp9iX8FdW7dSJZLVXyGYWUbzZuTgTGyC+1OrbkCxsky1RRir9a8MJga0VvAsFHEBddttcrso292LXGEwUreNkPzUZDA6THfiwbt4GEOXv43pc+UYwGjB4/HG9Xhr5Bg2DW6DaQdA29bBcJDvtynEtyim45mg18PtdgPSzALuxFS4v+uhm49KD3esba0cjJRto97A2l11EebhlwCAN96Q21pZ50Stf/VgdPRoGX1vFC9uMrhj9fRMwx0IgH6H66+XcTPMLcim27MocKt5nKeGiMLjLA3Iq3gKQxf+E6Wfa5VMPcwclwp3bq52sYAnYIBbqWjG4enhU10q3BqD3MCL63bLq+N/hTlwf9vFOGjeIeLWi1sDtFOKzYFm7inU8+KyFcju+svwDS4DIMcx83engMeVpPZwEUIEOb5RyoRrs9r4op1oPJ5Oale4UkhsJQbrnCw4vrAT3epGT+EyS3xqpHAVdKDNVkdcfBWcelBn52wQcNdfjj/hv/z/LEOx2y2X34wcRFr9uitwAFVcD5tSlOJb1B6FDhQW6tCRK1xqAcoEYKO/EaFICO7K8zEFNLhh8mT9jhrVMlJ8zwvPPpsqKhCtf2225zNQfF8BjjbFtqrHqKOqBZThYKQQyu45NtyCUrAEjjt2yO2SkSHHPKRCQLndwKRJ9DgCG7Y098fjz0ZXPIiJ9a8857ilwehnp/9MuE9p/bs39McovAWAZoQ3E8p8CyTopwqIkAg1LHQGIxZX2UozF+AA+qJ43C/w/Y7YFA+jwUiNudnfpDsYWSwW/o6Z82tRvP91bgQcOiS3tR7uZAcjl+tSAMARdMdQbMTMmXLusWg8brRknuFWr1I0imWqba2F+3MXfoOp/H/btmllDyAbFUa4hWzzJjw+YwY9DsOOLZ6+ePaF2JRrwNioYN8hWt9WbmDt3jIQz4JuSrhqlTmPsynz7IxsZNhkV6oy/1gkEtbFzXhcgoB9OBnFb1yEzXvSo1zbrXa+ywUAYQPrqbNrUFz1LlpBBdeBAyKPJzulqOZxtrNAOQZhaHg9/jejDmFCY6Y7ZXXCCBYkqIP7hE4L4ff78fTTT6Nnz57IzMzE8OHD8dVXX5k+s3btWjz66KM4/fTTkZ2djT59+uDWW2/FTp2MeN988w0sFovu36pVq1IFIyliK1CGDAHs9hBfQZKbQzu8K0ItvKhTiszDFaFTkBqFq6OkcCkCX9QerpwMcUpxbMOfdDMUP/ec7OECaMC/XoA7oIrrCQRAADSGqNWgZtqOkmyrRwc0Ntfqlqf0Tk2ZVYfina/wzn/kSIyDkWIlEyB21MVffKFr/etlPUZGC4KEKhbqeLh0Wv9j38o3bBdT3AkIKF3cWfrWP1PYIySClpYGGVccuLet36aLe/PuWhR/fDMOS1susf3/orV1riOXb4UFiB5TI9z6Ga4jWL9Du0ACMG5r9XSLemsfT0sdAO1gBMgD/TuTa3Szo7O2TuVg5HYD//d/LIbOgi04E7c+EtSNZTLDrW7rWBUPpfd67LhuhjzucMiG0DHncYUBSaTFB/EuiDHCvX57LYrn/BaV0v5/DQ3JKdcEBN6mOvkZROfxbfvMeZwtDIk2paiH2aKaymHv+Pf4WlMej1ue+RuEtlaOhW438Pjj7Izy+G8fpuVlZWTBZXdh2rRpGtw/Cg/X3XffjTfeeAN33nkn3nrrLdhsNlx33XVYvny54TP//Oc/UVpaiiuvvBJvvfUWHnjgASxbtgw/+9nPsHXrVt1nRo0ahSlTpgh/p5xySqpgJE1FRVTrDgbtfAVJk41q3JkRKlmYtQ2o4ggYMQ+XtFRXM6XYkSpa9Rn012FzCFN1gDZofmd4gGHW9cxMwGqhAtHTpD9PD2g9XK3IRJBQa0zr7aEdrg4d0dBMBYXaw6VcRv3Kf+LrqHyVompKUSmUb7r2Wl2hrBdrB6f8/dXKa8oVLkkoNwebUX6QGLYLILe92tujVl75lKLPeLpFF7eLto16AM7OyOZbyHib6hIajIquLxLuY99h6y6v4ZZLyjpHE8pCgsTWet34Fv24SiuagvQ7qvkn3rZmHjCPt4Y/rx6M2Lc9VFNv2taJeHHjUjycFLNyD9dEcUfjcYa53leP8oPOhHjcCHeqeJzVOUzCaG31iHvrJYibna/fkhoed9ldfEq6wXtUiEmNxuOt4dh4PNqUIotTNMIMyN/2wNE4eVwnobHyPG4ed4mzM2xrHz3cJ6zCtWbNGkyfPh0vv/wyXnvtNTzwwANYvHgx+vbti6eeesrwuSeeeAIHDhzAf/7zH9x3333429/+hm+//RahUAivvPKK7jOXXHIJfvOb3wh/ndUT5G2A2JYCgFLhokqR0sOlWa4KyB4uaQpS4+HqTIVlg4M2n1pBUF5jylOhZadh9nGLBcjJoO+sapGtYNMYLsX0jdUqeskAOeidergkhUulJACyZbS/qta0o2qs/xg66uezZ+t2VL1YOzjp91duK2GEO6bByO+Xp1scooBStteAk6sN20VZ72jTLbEIKF3cLn0harHImZ89LfXi3npmqzMV8SiLFyzWxd0c9MYklKMNRgLu5hrdBRL6cZUROPNo26iDvQXrP4a2Zls5eSQe1xuM2Du69vHG1Nap8PToKh6OZl3MymupCppn56FICAP76GeF18NNfD7dtBCAKvlpCng82yEbFZ7mOnlvPYe4+MAMt7pMpdxNOY97q3mIhLIMIx63Z5vzeFxtHYnA01KvixmQDfwe/Y4zj2eIPK4ch2PFnU5KicI1a9Ys2Gw2PPDAA/yay+XCvffei++++w4//PCD7nMXXnghHA7RMzNw4ECcfvrp2L59u+H7vF4vQtKS/7ZK99xzDz9ustK6ZoapN0ipcAmrohgxD1fIXOHyOKg1ZiZAm4JNACEYTcYaZmYGgFwnfWeVjypeelMj6ilFZbyMusMz66gOHdEoeaPUChwge3t6DKiNqaPGY/1fcdFFuq5ovWzP6o4q4FYFmcZr/avj6+xWO9/P7NFfl5u2i9FgFKsLXimgdHE79IUyAEHhYpjVS8fNcN9ywy3Cfew7OHNjE8o+ZCLgi+imhFDjrjcYjNRxlQABIVbkd/EKdWIk9EcT6z8/X9oGC5QnYxmMfnG9N+a2To1yrRqNnPr8qKx3qjxcSqPiiVs3xYzb5/MiEA4kjDseHrdarHKsa2uDgFktz9S4o8W5uvJj43G1PFN7o5TXGppqdNMjqDEDERBilY0KNY/HuQjIh0z44ORGhZ4cZ7h/WeQxbetUTpubGc4Ms3Ic/tF4uDZs2IDCwkLkqSLazjvvPADgKwViIUIIqqqqDL1W99xzD/Ly8uByuXD55Zdj3bp1Ucv0+/3weDz8r4ntvZNG+kSRVrfJQvPhZEe0CpcmPwgge7iCdGTTTCl2oUpqk5P2Mj0BKni4QiEUwY1fS4GryizcLB9YjpPWsSpAf/Od+ZqpEXUeLjOGFTxcBquOANnD9cub6wy34QFMphRViU+Vq/XWfPutbkdlsXbsWi8cxvMPbxIwKinegOJog5HyPRcNOYA/4j8AqKdQ3S5K3C0+L812D+23FPZT9Pu58qHG/eGH8vmZ9h248RZ9oSzgbq03bWt1IDXDvXyRGE7AhHJe5ybTthYCqUk2GqRVR6bWv2IwcjgIVwpZW/eUtnXMRyPcN36IsD0G698kvoWuzqT9ox4dzBUu6R39B3kx0SFldQXRtDXjp1RMKdJBWO6/VPFo0sVshjuawmUUNG+z2pCVQWNQfz5kN+7FewCi83ij9B3V2xkJuE2MiqIi4N132RnBEGc5fvHLWHi8MSYeb0ABiImHi72j60nmPK42KmLz4tYKU+ZMPDMelzIgoCPq4b59BvwkNh5nRoWax3NzAauVcNyxGBWFpzXiLfxRuqrl8VROm+sr1yKPK8dhcSHQCaxwVVZWokePHprr7FpFRUXMZU2dOhWHDx/GbbfdJlx3OBwoLi7GW2+9hTlz5uCFF17Ali1bcMkll2DDhg2mZb788svIz8/nfz+X9rKprKzE+PHj4ff7ueuxpKQEVVVVmDFjBjZv3oxly5Zh4cKF2LVrFyZPngyv1yvc29DQgClTpmDHjh34+uuvsWTJEmzduhVerxe1tbUoKSnhClemlHm7oqIW8+fPx4oVK1C+tZzX84133gAAbF67FgBQ10I9WGvXLsa6deuwatUqfPbZZ2hoOgQAiDhoMFiOIwclJSWorq7G9OnTsXnzZhzaS+852nAUUz/4AADQFwcBAJdeuhHLlnng9X6E8vJyfPnll3BYpFivKmn9vKT7lZSUwOfzYeLEifA1Uk3xcPVhVOzfzxWPYLAGkUgEJSUliEQiePvtt7FnD91Y+nX8H16fTiWDJWCh5fh8/BtWHaTbCHkCSzDddRdYDNeAAX788Y9LcOWVHpSUlAhCufLAARz10rXf+3fsx+bNmzF9+nRUV1djxkd0iZIv5EPvPj14R21qOoxVq1Zh3bp1mD17NoYPP4xBg+jijMfxJs4qpN/GZXFh1qxZWL9+PVasWIH58+cj1ByS2qMODUePylt8oAHTpk3D1q1bsWTJEuzYsUq6WoCwz4cNZZQvv1/1PbxeLyZPnoxdu3Zh4cKFyJCU729XLcMgUB646SbgvvtKcN11fowfPx4HDhyAx/MDx71iHVVgLLDAZXUJfEhaqeQ5VHMIjUePctyrVn2J5uZmfm99/Tuc377Kuh5h+w76vRp9mDp1Kurr6/m9zfXU67do6VeK6ZYWbNy4ETNnzkRVVRVKSkqEwWjtyhV8MOrWoRvWrFmDOXPm4ODBg/h8Dt3XrDlUjdKf/wfZoOV37tyM11/fh86dv8WCBQuwb98uOBxBjruhiSpc2dZsTJ06FWVlZVi0aBEWL14MW4D2kYqaQwqFy4fm5mZ88MEH2LNnD1yuz3HPPfQbn4c1uLrTMjRICwFKPy5FKBTCuHHjcOjQIaxaKrVhawP2bN/OcefkhDQywiEJ9wYUYN3GNbS+1R6NjMiQ4hwPVB7ARcEltLzsMJ56ahouvbSW3/vddws55ua6OhyupTk8qg5UYdasWaioqKDfWxqM/GE/vlm6iONuaTnCZcRZZ+3DHXeUIjub8kUfHMQNF8wFALQ2tmLz5s1YunQpFi5ciPLycuwv3w8AWL52uTAYffXVTC4jlixZgrq6vRxz1Q8/8LbOtGZi4sSJ2LdvH+bNm4eVK1fCZaVa76GqHzAA9LnzzivD999HUFHxNioqKuB2uxGJNHDcew7vBkC9yu+8/Q7/hjU1NSjfRNtwz6E98NTICrbN1ix87xEjmEFtwbKCXyBi3wMA2L1tN6qrq4V72eKifRV7FTzehNmzZ+Pw4cN49913EQ6HsX//Ro67ouYwD7vYtmEb5s+fj71792LixIlwEGoMWzO9eKfP43CByuhevfwYO3YLcnO/xo4dOzBnzv/AyOt34KvldIFZ5b5KLiOWLVuGzZs3w1dP5e7nX8/jMjc3l3AZMXfuXPTsuQp33XUAAHAFFqN74/sIRmgfynXmoqSkBJWVlZSP9tHxuNpTDU9NDcf9/feL+Xepq6vD9OnTkMP27UUBdh2gssJlEWVPU1MTL3PDlvW4ALQPderYgoULq3D4sHxvdnaYt/UPu3ej2ktTJm34bgMOHjyI8ePHIxgM4tPpnwIA6prr4K2TFc36+v1YsGABdu3ahcbGSfjf/1qRkUFx9sM+3PtrmhEAAWDRokVwOp0oKyvDtGnTeNt4/B40tloRBp0pqqvbi88//xzLly/Hhg0bMGvWLFRWVgoYlTLi008/xdq1a7Fq1SrMnTsXBw4ciEmPWLlyJUBSQCeffDK59tprNdf37NlDAJA333wzpnK2b99O8vLyyAUXXEBCoVDU+3ft2kUyMzPJNddcY3qfz+cjjY2N/G/p0qUEAFm/fn1M9UqE5s+fTwghJBwJE4wBwRiQe342hwCE/OMf4r05L+UQjAHZXbubXrj/fkIAku3wE4CQ3bvF+2fNIgSIEAz5iGAMyNB//ULz/rk75hKMATnvvfMIqakhBCCP4j8EIOTvf9fW97JTDhKAkL/c8CDBGJBh44Zp7vl85+cEY0DOGncWIX/5C/kEtxCAkEsvFe8rLSWE2h7S3w33E4wBue2dsZoy75tzH8EYkOeXPk8asnrwZ1pbxft27aLXc9FIyAUXkC6vdiEYA7L5yGbhvnAkTCxjLARjQL55+C7yPP5KAPpJ1fTgg7TMMfgH+XjynwnGgFw2+TLNfSWrSwjGgBR/UkwivfsQK0IEIOTwYfG+/ftpeZloJqRvX/KLj35BMAZkyqYpmjKHjRtGMAbkiymjyct4mgCE/O532jo+8ggt8x8YQ7a9+SzBGJCO/+youW/h7oWUF94dSsj555OBKCcAId9+qy3T6QgTgJD92aeRO0rvIBgD8vrK1zX3XT3laoIxIB/N/Bv5FL8iACHnn68t7803aR3vwP9I0zP/x/m9dG6pcN+BhgMEY0AczzsIue02MgzfE4CQBQu0ZXbvHiEAIRsxhDw773GCMSCjPh+lue/Bzyi/jp39GFmBCwhAyMkna8ubPZvW8XysJIEH7+N1rG2pFe6raa7h/ws+/CC5DvMIQMj772vLHDaMlrkAV5N/z36aYAzI7bNu19w39puxBGNAHpz7AFmHnxGAkF49tPJt/nxa3tlYS8iIEaTba90IxoBsOrJJuE/J45XPPUUewDgCEPLcc+ry5pPrr6dlvod7yfvTnyIYA3Ld1Os07/7n8n8SjAH53ezfEU9eL94PW1rE+77/nl7vgcOEDBlCLnz/QoIxIO4yt6bMAW8NIBgD8u2Ev5Jn8CIBCBmlbUJy5520zH/hCfLdhH8QjAHp9+9+mvtmbJ1BMAbkkg8uIWTwYNIVRwhAyGZRBBCfT5Y9dT1OI7+c9kuCMSDvrX9PU+bw94YTjAH59H9/Ix/iLgIQojecjBlDy3sI75DDL9N+aB1rJZFIRLhv85HNBGNAurzahZARI8jJ2E0AQlau1JaZmUl5fC/6kT/Me4RgDMjfFv1Nc9/ts24nGAPy5qw/ky9wDQEo76lp8mRax2vwBal+8g8yH4eDwn176vYQjAHJejGLkDvvJBfhWwIQMnOmtsz+/WmZ32E4GTvnCcrHnz2oue+JBfR/T302iizC5QQgZPCpEc1906bR8i7HIkJuvZW4XnARjAHZV79PuM/j8/D6tzz5GLkd0whAyL//ra3jJZfQMmfgZvLmrD8L/ZCNw4QQ8tdFfyUYA/LHzx8lP+AkAhBit0dIRFvNtND69etJSjxcmZmZ8EtxR0rySXNnmSyZkAkdOXIE119/PfLz83lMWDQ65ZRTcOONN2LJkiUIh8OG9zmdTuTl5fG/HHWEdxqITa/yaUIA2YTO6SunFAGdwHlpiXJzgGrk6qWwN98snUgW9qa1OUKOF0A1pSi1TZO0VZAe/NxM+v3qJKtIz21sNO2gnlpTrx5h8+rffq2dUlSu0vT6KV6bjQjbNwDK4PE8hHwBw8SnVouVT6+F7CHD/C2A/F29yOWLC/QWIChxN/kzoq5kakUW/H79zOP83Wxzcb+HT/+pp46V9fYgDw1Sfiu9aYdYE58CQG4Okd7t4LijTTPFOt3iCVKetFqs6FLQRXyv9I5AOIBAoDV23FLKBdPpltZ6wyzzynd4kQuvlERVWSd+rph28gabDacUARl3PTrA45Pa2mHS1q2NPAdXNMxm0y1KHm8IeAzbmso7CQty0RRjWzcGqLzOyCAxx+vpTdcpcwHG0tZe5KLBYIWi8lq03ExOJ5Bhp7LW68uIkce9pjyuTIfhUUyjGoVdsGzmejGk/N3Snrge5KGh2WTanGVdj4vHaT902V2GK1Jbgi0IBXymPK5cqegxiFsDFLiVPK4je5QxXL5AC3whOhiqcSsXLzUEvLHLcZ+4iEMZ5sTb2teIRvYd84g2DiyNlBKFq0ePHnyTSCWxaz1ZAIUBNTY24tprr0VDQwMWLFgQ9X4l9e7dG4FAAM3NzdFvPoaUnU1TOjCGAoDsMO1gURWuQEDIkK7srLIyY5FTGfhz+XJj/owyLQRTuKz0PXoKV06W5Dq20PgxvXgro6B5tYDSrB6RlqMf/UEn2NIpKx5NYSlmLUfbCZQd7WjAwmOZzARzqyUQe0cNxhbf0uCXBiM7gdqOoBmpKfBGv4vHt+guauCCuSnmQbhRUrj02ibWwQhQKFwhF08bohvfolgsEKvC1Sh9xzyn1rBRvqMp1GI+GEnxUY3IR4O0NVS0QTjmtg7R6W6nzSkkmQRoihW2WMQTbjbFrczFFUu8ntffKCseeVopr4zh8gVbeVJjU9xB48EoOztbZVTEyOMBGntVkBcxDB6Py6gINMWsXMfC443+RgR8Efik5JqmPB5wyv3QJIbLGzBXuPSMCjPMvpAPoaA/Cm5phSTyaFoTRGlrf6Nulnn+bh0eN1tQBQDecEvsuOM2ILU8rozhagzTMdsCi6ZMIeVLyFzhUirsapnLxmFlvaPF66WTUqJwDRs2DDt37oTH4xGur169mv/fiHw+H2644Qbs3LkT8+bNw2mnnRbXu/fu3QuXy3VMvFbx0J49NG6ACU0LAbII9R7FonAxprXZxFVhgjIjebgQyOHLjRkJeyl+9hkAoElKM5GzQ7vQICeLWoSNMPZwqYPmjYLHNatHpNwoJ3UyXt3i8TWYCienE8iQ0mscPkhjW2yw8u0alMSF9RJF4tP9m7TvTkThMhmMrFYgP5d+x4ZAVsoHo4aZU+i7vUHNfcocRf5d+9AKWs+8pZ/p4LbIuFUWoS7uKIORYP2HqaDPd+bzPsBIufLVG24xxZ3vPyrjXv61gFFJXCgf2i239fffQO3yFQcjaUWqzgAMKHCHWwxXKSqvUa9HDG3t85gqXEJbb6RxMFZog8cBBe4v58q4y8QE0Hv27NHlcXMvbiMapP1RC3S8KMoBr9HnNMzZBygUzVCzOY//QBPkepCHhvmlAj4lca+etwbeIwov5dezte+WFK6moDM2D1ewKXbFQ+If3dV6Cp6qDwbgh/7CJwDIJ1TJ8iAPDWu/pe8x4/Efdslt/e38KDzeoqkPI6fdyXN7ecKtsfN4TEZFbN5MD/LQsOobes2aqUnFAyhwL1bI8c3avJ4C7oA4U6GUQUoP1wmtcN18880Ih8OYMGECv+b3+zFp0iQMHz4cvXv3BgC0tLRgx44dqKmhSQLD4TBuu+02fPfdd5g5cyYuuOACw3dUV1drrm3atAlz587F1VdfDas1JVBSRhdddBEA2cPlCgFZoMexTCkqmVY5sBd2a5CXG0vLnRHIxqDuDUKZPC2Ezwvypz/RY8mTkvPfl7SdNZuW6bFG93D5Qj4EFa5otcKlWaYsebjuucPEwyUlHgT0PXCW2W7kh+nU0mHJtVTQEoFltlbYFjRR71dzROFFmfQfUwHVFDQWUMr2meOnW0XU1FsxdKhYpNsNNLdSPry+eQbqmmIYhINRFK5yuoDCgzw0OOhHLVi3VYOFDUYEBJVWeT429+4iLW6pOk3IgddkSohb/1EGo/Xr6W8ZTsPty27mz7I+oCQmCOvDAe6h0OB2u5G3ZTnHXR+R9lHcuENTHhfKe7bJ1r9XtWcOxLb2hGkgs94ADMi8P7eqP45ImcLvuEPzGcFE0t/wAj5Z4eC41aScZmJtnZOjo3BJyrEPmTjqotNA+a0RWGd/qsUtKd2Ch+tffxcqedFFF+kbFWY87vPgc1wLANi9T8vjNhuQxwKp/c7YjIqgicLldiNvGl1W6EEeGqTyCqoatZiltvZEWlBPqEGRhWbYb9Xh8Tg9XNEUrs2b6e9qDMd9i68yxOywOZBhpV7TIyG5jXVx76GLajzIQz2hPNlhnTbhN+fx8k1yWzccNOVxb9jYwwXI8mJm9eloATVab7xRy+ONUjOMwn/w+RpiiFv2cJkrXPkrv+CYuTyra9G+GECBlCBc4PHn/s9QjnuQh6agaEwpZZDSqPgKtA03bLRoeDydlBItZfjw4bjlllvwzDPP4KmnnsKECRNwxRVXYP/+/Xj11Vf5fWvWrMHgwYN5JP///d//Ye7cubj22mtRV1eH//3vf8Kfkm677TZcf/31ePHFF/Hee+/h8ccfx4UXXoisrCzDJKnHk0pLqaWmVLhcEdoJlJnmAZkR+J5xCg+XmmlH4zl5uTHzcPnzMRpjhfvYwBZCGH5pCp8rNGiGeg4yR1rN1GQPCHVSkuCKDjYZTikWFQH/5ds2EmRkU0vu+ivNYrjMrX+MHYs8UGF8xCkpXD5ocABAwS66sq/RpdgGA17NvbEKKFbHumYP/h6h35kQi7AfJdvPLCg5n3Zb+qElHN36bwqZe3ry5tJ+4EEeGiVPZ74ObpfdBWeYfrfDLipAM9GCDEtYizvPKuOOYdpz6xGCD/E7ANo9Lt1u4Mkn2ZkF+4JU8Qg25fE+IJQpveeoIo2eBreirT3IQ4OEu8NUbXl8MFK0dT4axbTeineEkIG6kLx6S49Ye/1t7w08p1B5uTi+ud3AvHn0OAw7GoO0U+/aZuzF9frNlevcf43mxxUuyZMahccbTHi8tLRUHIxMppkY5qONHryMvwLQ8jjD3eqj3+Ra7/t83zqzqStTb+bYsbTeENu6QEfxUBqBlc5sCbNH09bK93iRY+rhYtc2VNpQiiIAQEmJlsdZOgcCKw5IK2Nb6nXmtyDzVZUUIu1yhJGRobrJgMcL3p8KNSl5nM8qoMGQx73IhTfSKtRFTay9n/zh1/xaWZm2rRctoschZMArTQGWbTAxKhQGpJ7hnPffFwFQo6LaJcXCGvH4waMcd8xyPCjmU1TKIIb5cG0T3gLdEygS0fJ4OillbqGPPvoIjz32GKZMmYJRo0YhGAxi3rx5uPTSSw2fYfm5PvvsM9x1112aPyXddNNNqKmpwRtvvIFHHnkEn3zyCYqKirBu3ToMHjw4VTBSRmxLARY07woBLsmKUXu4NMlP/cZz/0VV76IURShAA4/h+n3gE4w8Mk64Tzlt0CTllmUKVzaaoJ6DzJVub7HTyullhc+wZSjiW1pMN/8sLqa/VkTgzKk3LFOZ4Vr2cOkoXDt3cgFVI0XU5/qhwQEABbXScn2hozZqMcfogmcdtTXiBSyypqDcfkiIrQOAjFY6j4woFmGUqbW8CurVEYSyzwC3lBqi0iXFtsADIb01e3eeYkrRLIZLqvfSvZl82qGqShRO2gUStLzDe/OEbTX4u6X3VDMnbUYEqtzHQlsLuHdpEyjrKVx6uJXC/6gUS2lk/fP2cjbwa+qtpsaOVT0kLQyZV6ptaz69H8Wbad+1HVlSqgzWhvlGbV1D72twQc65puLxRx99VJfHzaYUG31iwk4lbm5USF1gr7MjABqDk+3QTu3LRoXJAomdO2m9oTIqjtRrynPanXBJBk2lpJBG4/FGSw6ag8ZTyAz3gj0F8EjyrKIiNh7ft8NA4XKIPM5mD7S4dXi8/IDm1lh5nH3bAJyoDwWEuhjhToTHS6clzuO5ezby46g8Xk/5tT4uOS62td7WPke9zYDJ/rXppJQpXC6XC6+99hoqKyvh8/mwZs0aXHPNNcI9l112GQghGDNmDAC6ITUhxPBPSaNGjcLq1atRW1uLYDCIioqKNrePopKYF495uJwKD1c8MVwapi0sRJHlU9yCmXxK8aLAFjmFsUTKxINeaYZJ8HCp7s+R3tNi9wt1UhP3SIVbDacUlfWOWIAmIilxJjEPyukWvY6KwkIuoOocFFBOABocAFAg7eulsYxU9+pahDoCSlAUHS3C/5jM0y4UkNoyYtNk7AcUuMNRVuv17cDr2Ci1Y54B7jwpz0yVk76PW/8GuD3IkV3wJl4PisXC8SqFkxHu5ro8YVsN/m42GEnP5GXp7BhRWCh4PTwMd6+TDctrcqgGIxVumw3IctJ31UYkhSuK9c8GVkbK8W3nTtVDUpxixV4z6988lgmFhdQ7B6DGIcX+GLR1fhbli3oTHi8pKdH34pooHpGMZhBVhnqGW2NUSN/HEszVjcHhRkXEhMdVbc14PD+/m6Y8AMgPU3d9VB6XvLjsOyrro4ebhj3Ex+PeGnMPV41UXm6WjsKlwF1vzUGLZHTk9RloWF40Hld+29pwRHhWTRy3yytcN+VxCfehPSYGZBSPvX3QAG5U1EbjcWm8qHHZEQJ1EUaV42E5NyWgv7VPyOaFWvXR0dnTQm0r8OlHRA899BAA/SnFWGK4FuNyAMDatRDnmKUAqRw08SnFnABkn7eCuNWh8nDlwKu5nwkov5RMVU85AhQeKdJqOKUIAFlZ0gFTPKDv4ZJXCZlbRhg9mg9G9Q4qdHMNcOdfSL9dg1Nl/asxx+iCd9qcPC5DaRECsszTLBSQvI+2kHbpOKA/GOm64P9Et6bwII97KnP9+rhzu5wEQBZk3ApW3cveU+dw8gSOZoOwsg0BUThpcUsxOJl5vA8I75Z4spbVWc/6Hz2aez0aLTloZrgff9qwPK9DOd2ij5unPpHSs0S3/sU4IuX4ZoS7Xw/jwagp3AKPRX9DegASbtGoMGzrCy4DADQ6rAhCih9T8fhDDz0kruAyiV0Trhng1igeksEXaTVXPEwVrtGjkavw9DDjMHfEjbpl5uTRHUhqpe9jyOOSh6tWcp/aLPqGD29rh7FyrW1r+n06ZuvjZjxZIymhuTnmPM6wAEDu0/8wLM/rUE6ba3Hb7YArgxkVxlO9gL6HC4iNx/v3NDEqoiyQUMrxOqltDHn87AuE+yyI0NkZEznepOJxpQwSDCmLaOjp6OxpoXaFK000ceJEAKLClRmhnTqawuWuuRT/wWMAgEgE4hyztI9DTkaAD+q5T/5N3jtBQVzQ//5OmtdLCo7M+eC/mvtzpJVrfodPqJOa2PUv6gdgO+hU7h/+oJ3/tlqBHHsrt/xddhccNvXckUKBCzaZBs2jqAh5F5wOAGiQFK6ccy7UxZ0z5FxaZqZNtggnvK65V1C4CPXs6U23KDdyVno9lNt1yAsFpBFJEmTRhLI34jN3wd9MvcSCwnXPg/q4u1GFiwmovOywuK+GCnedgyqRVouV7+2oJHkwEq1gpXDS4qbtffG5ebwPCO+WBHOD5EXRVbiKipD3AI0tqcuQB6Ocm27T3Mq+oy8DaLBKcT198vVxS1mu6xCrwiXjVm/Nol0YQvvuHx8wHowAoEEK5tEdjIqKuEeTtU3OuUY8fg4tT7JsLIgge9ZHwr0TJ04UByOJx6OtXDPicaMB2AnzqTUvMUmPUFSEvP/QuB4P8tCUJfXt4ZfolpnTgXq+OI/nWQx4nFa0zpnBMesZPkZGRSw8fuXF5rjrbJKHy0ie/eZGAYsdNjiKbtHcyni8KcsuLwzp11EfdyZVJOpj5nH9tgbUPE74N3pylJlR4YMXJkZFURHyurgE3Dk/v0qfxwcPo1iypMU1liZY3aXmclxlOCtlkPAtHPIqVzXudFK7wpUm+uUvfwlATgvhDAOusHnQPFO4xlY9BNM55qIi5J7SVfZwXXa1bh34oH5KH7QikwcA59x6nebe3Hz6v6BTWvKs441S1vXFIzchKLl59+zRDzrMzfBz4WToMZM6RnO41dz6B5B3Wm8AgMch4eivb5KwMht7dEYAkiV86wjtfdJ7mpHDFa5oAupC53wA2v0o2X5mXbpYJLw03qh7hyjWPzFXuJiHgsCKhl50sMk5z2AwYisAJYU077Kz9RVx6T31TjvHbOaFo4KWSl61cGK4HVKiybwsmnvv7DPyeB/QK7NekjxsNZkG98/PAgA0OGlgrZGHQk+ZyfvvS/q4pamdBqv5lCLj1XPzpa2ULNo94YqKgJdeYk+E+WBU/Ette2fa5WXvDI8hj/em725wSYNR/1N172N1r+9MFbTczBCsxSLmX/7ylyqjghpTekYFIPP4uU66zYzdLvK4kVHRp7s+GN4PIwE+JaTL4zdT+eVBHpq65JvWkSvskkKad9MVpjze4JC+t0G/5jwQA4/bGN9k0+3Ihg8z79uNjMeN2vrCMwAoPPYuc294izWERklG5k16y4DHqVHRYAmL+FTEeHx47jcAAKsBj//tb9IDGc2AlZZ5203GRkUEETSaGRUA8rpRBaohlxoLOQPP0L2P83hHScnslKGLWfDiRiiP8820FTJIaVQMdVLcah5PN7UrXGkitqm2MKUYis3DtTPQD9HmmHOcIe55MOpUcvLTZu49sligSdgJADn5VDCFmMIVRUGiwlY/5oHf6/ABrgZanoECpxSE9cyqN0ipltdBWl3Hph0MhCiftgoH5Gt62fUVj3sgBZlGiXnIddI9w557Dti4UeykRUUAi9E8z7nItDx5ajbAlUI9AZWZCdisVFFoRFjApyZ2vVEaZPIKdBYfKN7TKCmu0TA7s+thlQyAQYO0wqmoCBh0EuWbszus4c/qbSzPcDfapMHLqK3zWB3tHJveYKRchs+UGb2YQvouisFjM/+ODHeW6wgA4NKhHk1bA8ANN9Dfzhk/8MFIzzNssVhk3OybGwxGPPmptLLYUPFg/CMNrHqxcOvWrdP14kYzKrKdVGl+6y2Rx5ni0bmzVAcnzYfXr7u5p4fl9gMMps0VRkUjQlLZ5n2btbVeIkxAwePO2Hi8IK8KTJ6ddpo+j/fqQC3lMzttEp7VvJvhlqIQ9DKuK+vukfprtH4NyP3BkMdZPkVrbB6uHAeVZ9df6tXl8RGSndrPSTFbYNHNfZidkQ2L9P34NzdSuPJo3/dIMiCqPJOw5EkeajXxtkYuvBBnKtQyiPdtJ1WaJ03SyvF0UrvClSbq1asXAJXCJS2rjaZwFdr3QOnhArRzzLmuoOzhisKw3qBXXqGYTaf71JTbgXbkiNM4i7JwXeGSBfSDDnOdAT6laKTAKbee4Jae0WDUgQqmZod5R+XubWnQynYGobdTlMslKzNN0qAQTUCxAG4jpZAPcE7jFYqAPAB4FIORHm6LBcjLpPd4LeaDER+EJYGXl6/fveU6is+pidXdb/UjIikU33yjL5yYZe2xhfizrA8oibWZJyMi1EXzbj4YSdMyBpiFMiVlxnAQzmGCPrbByGunWFjKFM17JR5octLyjAYjZf09TovwrObdUpt5oyjDvG8zRU9nMOrVq5fCi5sNb4xGhRmPFxUBDz1EMZzlXCY8pyaO2UL5N8uh3w+zsgCrhX5DxuPRZFrUtmY8zr5jlLYO2GV5tnatEY/TunmsxsmhxTpKz+Xp90PO405zHnfZXdxDyo0pI9w8n6K5rOA8niEZHwb8yK4r5Zme4WOxWBS4JTxRjAqP3dzTzOU443G9WDjFe7z2DERUMalqGRSrHE8XtStcaSK2t6OQFiKKh4vl4Rrt/CeUTaM3x5yVGeTz74buckXiQdP4KAA5BXbAGqTpDBCDR8okoJiX6QjKU4oG5Smt/4ZollE+7chM4Yo2GDXZ2DSXzko4qc65zgAAgmZrbIMRG1yjK1wR4TnNfaxtpPc67SFtrh72bqn+TbbYBiOvJPDY9zKsIxsQonhIAXAF25B/smibNNnlwUhvf1PudZWmIHVzrkExTSDV0QizUCZb6RVlEG6ym0+38LaWApCNpj1ZeT6nrGTqDUaAYvBgvGvE4wW0DzQ5oxgV/DtK79ZRuMLhsPweWwAhS2yKZnPMPG5uVHB+lBSuXFdQ9z6lUdFsNTd8eL+Jsa29UWQF31fQGgIsYVgtEc3+kRyPtOiiyWaucPE6su9TYK5wNUXhcaWMbJXwGBsVkgEp8UVUo8Ih3RflOzY7jT24/F7Gk84oPC71+eaM2Hjca2cKl3k/bFbsv8vKVMugWOV4uqhd4UoTHT1Kk7Yp00JkBqkHK5qHq4iU4nIsBmA8x+zIlgPBoioeMShcuR0zhMDRZAKKeRmuIC/TyMOlrL83itXBhEyrw1zx4HFhzNuSpe+KpvcGAUcziDRORh+MYrMIWxySwqWzmbFQR2sQAKH1MCBW/2ab+WDEvkdzNKHMBZT5AKzcVxBOL6yWiLz6VP1uyQvULClc+c583geEd0vvapa+T66BUsis4Gh1BGTcreybG+Jmgj62waglg2KJpngwHo9lMOJ4oihc0by4vK3Z4K9j/R89elT24ir6q17OLGX9myUF0qiO7HtEG4R5WzO+zdQ3fACmcBF+b1TcMSpczWzwj6LAAQCcXuQ6A4abGbPtz5rtxrtxAHJbtzBlr0DHrQcFjzti53EWRmKscNHfFru5jNTwuM6+h4C+UWFE6r5t7MVlhnNsIRIMC9vs26iO7NtkZ2Rzj6BaBnHcEu8a8Xi6qF3hShMNHToUgGpKMUgZIlrQPAIBdAHdN+T11/XnmC3ZUj6oiP4KM0BhaYVaonu4OmTw6b8se5ZmU191Xc/LWSpd0QZb8ve7gvJKSpMpIdnakp4zuLWsjP4eddBRf8cW847ammE83cLrmBnkHdVqsfLcZUZ1bJUUI6M6suvsvmiDUcRCgIxWWg8DYvVvtZsPRjy41mEuTNh1phSatY0ycD7HYTwY5UrCsMUh71TA+oCSeNuwwdpgMGIDij+KUBb+J02xGw5GkmXd6ogt0zzDYuSFcziADGsoNoWLeyjM2yZfilNsjYKbl5fBFC7tYDR06FDqxXUEOI9n2jP5FL6a5MFIGqyjKJqtTnPFlX1fyrcEOS7jfpiXFQLsfoStsSmajMejKVy8Lxi0tdPulFdPOz2GXjgAyJWMipYM4904AJ1+GMWLy/phrDzutAXhdOrfx3FnxMbjXJ4ZTHtyHojDqAhEkZEJ83ievsKVmSlNSTvFfRQBaGSQzOPmxlS6qF3hShMtWLAAgL7CFQ4DIYWxxywlX8iHQNAHhEJolfaZM/IoWHKo1mYJ6AcTAwoXb7g1qsJlz3bC4aTWQLY9+gCc7aQBxaf29xsGHeZmhuQ4swyTKSFmGZl4j9xugO/gJE2lvv16ru52DLyjsm2KcswUrpDQUY2+pVpARfNwtTrNpygFL4PDa27954TplJDNXDDLnh7zwUiuo7nHDFB6ND3IMfHCsd0BWjPkxLmsDyiJD8JM6YkSZxZtYYhQ/2iDUT4T9LHF6/kdUgCuwYBJy/DHNRj5owxGrM18DnNlhrW132QwYt8/LzMQl+Hjk3g3Oo/HY1S08LQcuu/OCgu5sJLl8ViVQqH+Tg9djGRA1ItLBB7XfTfjcfbuKApXIIqsEP7naEKeK2B8n/QuHzMWovC4zynxuEE/dLkAmyUcl1HB+6wRj0uxuLHyuM/BeFz/O/LQEId21wy1DIqVx9NF7QpXmujuu+8GoEoLEZCn7JTTikoG8TbVAgBaIG3OaqBwkSxaLglEt4q8kegKFzIykCmt3Mi2RhdOHmlePUd/dgIAaCC1TifQ3Mdc8CbTLcL2GkwwB3N0t2Pg+0jaI4AtYDj3L9dRaxmpiQ/CTEBFsf4DTnOhbLVY5fc5zRUuT2uGMBh99bn5YMSya//97/r7g7E6+qMoHkL9o1j/dKcCAr9TzuPG+oDwbuld/N0GHq5582huKYa7/kgM1r/TC3/YbrgZLVO4Ag7zAY7FG7K2NrL+AVAlNIWD0Q5pf26Wo2jjWvNp85A9BFiDmLu0QIOZfX/lAptY2prjjuIh9UfhcdGoaNLPuA7aVlsO5vFv47BkwmbV5wue40r6Po89pt/WrH/6pbaOpW/D6eGB8XqUk/P/7H15eFTV3f/nzj7JTHa2IKAoIC5gWxWrtS6te7UluLSvtrXV2s1abd/S+nYBtK2tvtVaYxW07qBVGFDcwAVXjIiCgKyyLwGSkGRmktnn/P44yz333nOXAGl/fR/O8+RJMnPvPed7z+d89/M9AAJZlHluqEvuGu/b7j3ycwr53Ozd4Q3j7T0V9hiv4vUUXTDOjHzOp+I1aq+npoHVfGSpITa5uIa+wikEfCVbw+fTzaxECtuVvnSxM8a5p3DW82oDm16re3FljJt5EJ+zUpjV6zoUUvy/0R544AEAJg8X0Y+FkRWugC8gQllJzwoXe0A+jryNwSMSdctZd4XL50M4TMOYUXhIUHbZZQawnAcPyowebrHPHTFUueaFOHNx5XEMhr5CabyxrNp+oVbormgvwqjgslD5++XXeRXCTsLo3ZXVOs3FMK64NKikZ9Uy2nmZnRawbZtNfTTWbTlsf9QLb16t/3iVZhFGfA0YrhNhh5x+n6nxM/sINDE3b79mz2w798ghRfvDaHnpE9G3i/VfDGcBrWRr/VN6PAqjkC6M/FpJmZidSAB33QWJFuD3v40p6X7lBSPG27v8Fpr5+49H+2ZUcGHkZlQUXIokW4wKRZ4Zn+tUJiBozqfVNAPAOpZGwLG7ebMzxt3m2jD+cNLR8InHIdIu7M6PlPsqOChciQTw9a8DABFzs3C+PcZTHTrGiRPGq3wAiJgbN4xzPsXXhpKesOTFtclJNfQVSiEezCrTDxIJYPp09gVb2//z3+r5fmMhozmYAXxF7G332R4yXWWTvmLmQeZCt4c8XP9HGj80U1a4fCAIsURK28R5pnDxkKKqZhYAlKJMy8rHkE6rr5GrmbsqXABCEapwRcruzKmHJ647PC9eqXu4vHmP7N28hirX3NuTjymPY5j/bBAoMvMqlEJnyiqM9DGWPXnhdCHcaztGQGeuRa6YOTB62SJUVlwHP0CWGGi2O2h1ziz9eYB9fTQxdoVFaG5ehVGsyi+YGBdGqsOrhfeRCwRHb6ZmoNvucNlVH+nhFsChLhwrfSL6dtmODoDOjY31DwCxiJ7D5WmuHYRRX7y4f7w1BBR57lEKgGahmb//eEWxTyFFN2G030aForyGYa7DuiFlN9fzE8Z8Pdu55kZFqI9GhY3hA7DEcj7XYfX5kXJfTsZZXzG+cbVHjNf4gEAWxKW4L/+8FM4AWsk2tA/w3eZJw33KZ0pGRTys9gL0BeN/uU3qK9gDFcZF31F1mSQzD5LnOuQrIGQ9/KRf2yGFq58aPzRTLgsBABGmB9glznf37APg7uHi3iDk4rYKl9j9h5wnhSsY6QQAhEvuylGvS34CAMpgPXiP5IUKqBmU4ZgJvlBzceVxDNOm0e/0ax0WaqzcR8WDeQpcFC6RwO1ZGKkZPT1AVjPQbHfQ6s7NRmEEqOujBQJA1J9TJplaxijljsQddnvGqnyG5/k0n+Ph1SXuXTtAbyYAdLfFjNfCpi5ctQ/w50D8zrkj4YB0dmYoTUum2LR4RM9T9IrxOMsNMzcD3WFnutevB5C3CmH5Wv7+5bC5tzEmEdCKronZfA494Sec8jDXuuJhN9etW4w0AzZzzfvqC/9xCHsCTOHqw3ssMU+zKs+sL3MNyB4uF4zX+A07Ut0S0ukze5wN50jeG8Zlo8JG4RJ0ayVRgsiO7g1rQwA7rFw2IlXX0nxh69yYeZBhE1BQvQ77sx1SuPqpXXYZPRMrW9LLQgBAJOzi4eqlSk8vO8LBTuFKs2rZyMeQSqmvEWUhkHdVuBIJYCfb/bdy5UD7EBwDbJYnjzvkt8Tj8OThkhcqoKa5qQmYPRv00FFmtT48I6ZM1qfCSA9lAA4LNQZP1r8sMDXYl0cQn/eFbhthBFDPHj3HjE0y83CpPHsjhlgVLrtr48Gcp4R0sdkhlHa0/uM1fonh0Xv4GjBcx/oigTzgKyjpVnsz47aHyzbEvdEdj8OTMAKAGC9gGko7Wv/xCp3Re8V4LKTOhRN0a2W9sLCNF3f0aOgYZ/2baebvP16pe0i9JmbHgjn78gjCQ+rhmbJR4Xmu1TQDwPDBVsVDNdfBIBD25b1hXNoBaFfkFjAqM16eV2andhwMjNdWesR4bVBZHsHc5GKqCKUdU0PikaI348zg4XLBuHxYuM18jxmtWYwKW35WUVIq12YeZMS4/eaD/mqHFK5+am++ScsmiJAiaIw8whLDbRWuTBcA3cNlF1JMCYXLwcPFy0K4KFw8jyLPEp57uqrtY+WmXR6OrugY+hSuQziFWDCrrIQP0DHGWNgTAK74mnrxU2HkcaHG4clqlZlyZSBnO0ZxaHdfGFQohZhNYj/14GkGpmx30OpNPzYqrk6HstLddX2h294LB4B6gcSOVKqs8DWgfB5gy+gNZ/ZJiqbd4bLnn20URrZ14aS5rvDbJ2YDQDzAFa6UbY0iAIhF9ZC0Z2Fks8tM0B3Ucz3t6J4yBQYvrqYRC838/ccrpS3zDruF5bl2sv7NCpdno0LhDec0a1IuE/JqzzUA/PAab3MNAPFgtu8Yd9hgE6vy9Y3mIAvXuWE85I7xM0/ziPFq3dMctzn1gN6vGTHu4OGKybvNPRoVdmVuBN2cn5X9QDFsj3HJqFBhXPQt5QvLssbMgww5heFDHq7/M+3oo+mhs0LhItQ1Ggl5U7gyxLksRNqnhxTtPFwiwV0rGI72MTcRV4+wXZS5avsQHD+k1F8C/DkPHq6+WEZJ23ALbxXRdgCAHz7lYcZAHxdqleYt7CB7KAJZ2+sA0O/77OFSC/WmJuDG63oMz7M7aPXSiznNvYBWxPHH2x/KGg979HBJiqarwsXfI2PkfA3ILeQPIaSxcF04pQy38DP7qiP6GG/6Udz2vLNTT9QVD79Wtq8LJ3m4Yja16wQ9/Hs367+PO3FpuEUtjJqagCefhCSMfJjzVFRJd1MTMHo4Yw7hFEYeQSw08/dfVUU8zbUhtOawDkMhIKh5DDPJHi6FccbnunGQLtRP+Zzacw0AX71AVjzsawACffDiyhh3mOtYteTF9VDmxumZnO5YSC/Z8T//bY/xk8dJGPc5YLxKCnsGHLaQA4j5PWI86hHjslFhk+/Z1AQ89BDE83zFGBIJzRbjh9VXiDEedZRmP9cxteFj5kEGI9fG09yf7ZDC1U+tq6sLgJ7DFdaowhV1U7iy3ShDc63DxY+E8ZQ07yugB3TxqSwZEVfnleaz1fYhOENCcdI5h6tK65vi4WERVFTQHLcoidrWzGpqAsYfrTPR4YeV7ReqzKC8MmUXpTAWzPaNQYXU1j9vZ5+pC8xzTq+wZcryO66MdODjj+0PZaXlDPqiaKad8zyqJeufMXK+BizX+jijtw+lNjUBkz6zSTzzrNPsO5et1hvOW2dfF072ZvptFha/1q8zekfrX8pT9Ozhcth8cMUVgC/UycYQQVOTPS5GDNAF5qxZVqHF378hbO7F0xNOUUXAocWj+wB2Dqlno8LGG97UBPzpV91iro8+wsua6cHQinbHg4fp7rq+5XA5zrXsxfXbK+zhQBhBUH6vhbtseXhTE3DeqM3imeee4Q3jv7niU2eMh71hPObT8ePs4Sr1nY9H7fM9r7gC4nlDKkOOB0c3VrNEwnAK8+c7zLVNvrCZBxnCxw51BfurHVK4+qllWFa88HAxqz7CaoqYk+Z5XZRkLoksdM+NrYeLH3qcd/Bw8XwrXxlJtrgcdwBKLn27EJzf50cFZzbhpLMQ9uo98hBu4S0S7aK/y84eiiOH8DGmMOPeov1ClVzwngRmMIvKUK/tdQBQWdEFaM4Vsw3PdBBGAOjuOq7ABeyZaCQQgY+dUVRZ2e44Rlqbqa/Wv0O4JQbJsqZjzJhBzlqFxpWZpNLjKp4pl+zwOkanmmuSMKrUnPFTqelHGjla/zaWteU6Q7jFXuHSNKAi2gEAiMLFC+eXFFeFws7fv2z4eM7hcjV8OsTfduURAD2fD6EU4rUOIVx5HXoJe2oEsYpOxzHKFfY948fJgKy1enHtWgXj4dFIm20uHMDDdQcZ48KocMZPlOg80nm3ed/K+yBsX+YGoGkyWriL/u2Cca+Gj4Fu6T2aeZDBAHA43aO/2iGFq5/ayJEjASgULnbcjK2HK58S3i3AIYdL8+7hAoBkiE61CrQirs49XLmYbQgOkHIDQj2OwqiyWhPJv5UOTNRrrScACDMPV8hF4RKKidsusxq/p9CI/C6jsS7HvuXv7Y4KAkxC2KYAKAB67JIHy1rTNFSIUPQ+xzHKibCevR5OuUxyvh5T7vkaMDc+xmi0w1kYVfQxP8ol6bmyEkCI1lGKEmfrP0I8Wv8xj15cgzCyt/4BoCK6j43B5hRl/ky/s8Dk71/24no6PiaYQWVUrSyLMTJlJ1IO2yZmA0A8IOXMOJXXMOQA2s9NRbACGjMqopVdzmOMZICgcz0qwIRxpyK30hhdlRkeoYh2OF7nOQdQVoYd1qFsVFS4KDMc48HQPgTsp4auqb7uUnRIP9A0IBrpYGNwxrigwSXPrKoKSn5m5kEGD5fDUVP91Q4pXP3U3n33XQBSpXm2zTwScFe4eMJ8KAT4beRwirCwlkMOl7y9nZ9TqAItzyfgZSEqUWEbggOMlrXTItBiurfKX/K4UF2sjmAFVQpDRRfr3xfRx+hU1E/eXedgYYYDYfjLbONDpbNlHWGCIFyKOAojQwKng8Jl2B3lEiYIlynd3BNo1yorsmJb9sGw/mNS2IozUb4GbMcYcfHCVUq5R16Tnh0MAE0DIpzRuyjs4RL93h/qQlB9rCgdV9zbGI3CyJnRh5nCFS55FUZqpZC/fwN+vHiaAURiSdvrACBc0UWvc3mP8jqM1zkYPrIX1wHjmqbp+HFRuKJx/XvPGHfdBMQ8pD7nuYkw/ATDzhiPVRY9KTMGjLutQzZGV4yz78MRF09hjPTdqHDwwtE+uwxjsGuCBjcvnE36ipkHySHpyv9UD1cul8Mvf/lLNDY2IhqNYsKECXjllVcO+r0H0s+/uk2aNAmA5OHyUY0nwk4+t1O4ugsp1xpcAJDmCpeDhwuQSkM4KFwAVbrqKncBAE4YbB+CA2Qm6mz9k0qmcJV9KGXtF5Yxv8VZGAWjVBAECy4eLik/wTEk1IcwARfC4UobDZe1UAX9Plx08VCIXUJpUZRT1WTvUSVsiiOZx8gEou11cR00nmsUOVj/1HvE6aZj4GvAdoxuSmGlN+vfYLU64BEAQpF9hjHaXse+59fbtXi8jx6uYBYVlc6MPhTtZmN0Vq5DRcmoUHTN3z/Nr3M3KkL+EHzMqAjFnDHOlZ2Qi1Ioe+Hitfaaa6w2oHvhXJQZroiGK7qdr2NKo78U0A+oVo1RrjXnZPjEIeaae2ntx0i/r4y7jLEy4ykXzoBxBw+XzwcEw9SocDNKOX5CXhSuPtXs86JwsZqPLmPk3wdCnbbOB8A+F9fMg+TxR+IOgrOf2kFRuK6++mrceeeduPLKK3H33XfD7/fjwgsvxDvvvHNQ7z2Qfv7V7dFHHwVgVbiiQapw2RY+LaRdq8wDQIroR/s4KVwcfD2sHIWTQMqxCtz5tH2xTsDERB2UmV4/zzOLIZ22ZxIipBhKodLhLDMA8EfoovLlnYVRBfRkS0fLqE6vWxN3YfScgXEvm+11lUwpdGEmcdn6d1C4ZEYfKTsrXJ7HGKff+0oBhAP2zzQwegeFy+cDAmHKRLkyzNeAuQULzIPLrFy7FonlAV6k1GPukZP1L/cZdFFmAnk6N8Gw8xhjfd0YAiAY73EeIzMqAi4Ke4i9Z1+oW+mF4+9f9h45jVHTNPHMkJtREaXfu3qaNd04c8S4HDbXnDHO1xVfZ7ZjjHn0hks115y84ZWVEIpHMO88N3wNkECb83USFpxz4SSMO3jhAD1S4WaUBtj3wYizUhiJF4EAOyLJ0yagXlTGnQ3nAOsz4DpGvg5dlEIbL66ZB0UCEWhl+v4Csf9AhWvJkiV46qmncNttt+GOO+7Addddh9dffx0jRozA5MmTD9q9B9LPv6NZjvbxUSYSYUqI2cMlkuaTbbqHq2ObuhgW6PmIABxDioAOvt6Qi8KVSCDro1pgfmPGtl/AyESdlJkU9DwzxzG+/Dr9w1dG9JPXHfv2RSmD8uddvFFFbx6uN+79RCzUn3wtg8TkFttrA0xRCLgIo0BF2nC9XYt9sIINNoX4N79mS7fsPQrmvTFRLhDtWjC9iV6fC8P2JFyYQhkO1j8ABMKUiXJGrzraBwC6Wul72V4OY3x0ne07D1TpVkmlQ00hMcZAHuG4vcKemNyCLnbkydstg13mmlnWYef3WBEngIfjY56/+SNxFM/fnq107NvPyrMEXIwKrhQGbJRC/v5bZm0SGP/hl/c50809CpXOSmGAKfRuAjP00Qb2Rwrxc06xx1lc32ATLXtTZvg6s70ut41e1xt0xrgoAeJs+AQCgC/URf92oTvNKsNvKg1wxniMYsefj3pOP3BSChOTW5ANUBnzwoJBznPN8MXxZteCMX0dOinsr01bLf6eOj3s2HeQ9el3eY/cOAu4jPHD+TsFj7zq5HbRt5kHaZqmK5qV/4EK1+zZs+H3+3HdddeJzyKRCK655hq899572L59+0G590D6+Xc089E+3Itgq3Cxg2+7u/fqCle+S31CKYBUiS0CjyHFEvNeKRWkRAKlSychy44LyvbU2vYLAHFugbooM2lN93DZKlyJBCovvwpgibChwlbHvrUoP+LGWeHy57hSmLQ9oiQxuQVX3zdBLNRNPUdj0h2n2DIKP1N2/C6M3l9BhZWjFy6RwAd/WsbGmML5a+9CYtITSrr9fsAXShrpsuu7wMfowKASCWxcsxMAkM83YPyKx2z7Nni4HEJCAOBnCpePjVF1tE9icgtW7xkNACDhHqzMjrJ9575KKox8eecipbIQ8MfVNdISk1sw6Y5TUGTHrSSzjY5zreWY98jF+vdX6XmKdsKI982L8e4ORJxxFuVeXGdh5M8xgRlWz3VzczMSk1tw41OnCIx/mj7GBePsmS7CyM/Wod8F48tmUMUe4RRO+2S6Lc5kL64v64Jx1mcg6jDGRALbt1PvUirf6IhxEaYPpRGvdz5cj79rv8MYE5NbsGUfTdYmITeMcwPSxTgTRkUOkWp1uI7jjB/s3Zk5zHGufS744c0fZ+krpaBtaDYxuQXfuOOL4iie7YGYN4znnDHuY0YF5y12fd/83OcFftanjxV9q3gQN9b9Mefd5v3RDljhWrZsGUaPHo0qUwXDk08+GQCwfPnyg3LvgfSTy+WQTCbFT9pJQzlI7aqrrgIgebhYkU43D1d3RKoyj4z6hFIA6SIDi0NZCMC4DRZQFz7FtGlIS0pJJj/Itl8AiBL9YGhHD5fIM4sjnbKJ6U+bBk3TEMzTZ/pDnY59gzETN4UrwBayP5y03Qk37Z5aaNBLDyBXDQ0l3HJPrfJ6H1uo3Mtm13xMEDgpXImfvYNbcn+h/4RTWI1jMAkJJH6mDo/7GMPRMs7CyJdzH2PiZ+9gXvgc+k8ujpU43rbvGE9gDmYRrXbsGhp7j74svYevAblNu6dWKkqbBoHP9p1rlXSRaG6eHl8AYKEHLaaukabPNa/YX+U41xqjQQs78wof76/sR9iv1uxF37wyfLjHGWcRVk3cBeMaE/qajcC86qqr9h/jFc7CiOPLDeN/y/+W/hNKOeIsEAA0phT6XTDO8eBzMHwSP3sHr4VPof/kqhz7DnLlyYNRwd+1zyEn1YDxcMoZ4xUc4y5FSqUwmc8N46K8jwvGGY/UIs4Y15hi4jRG2jeRTvhwxjhfVz4XjPvEOrQXctPuqQUCGZF+IGNcxYN8Aj/OO3H7ox2wwtXa2oohQ4ZYPuef7dq166DceyD93HbbbaiurhY/Z5xxhnjm9OnTkcvlhCbc3NyMPXv24Omnn8aKFSvw1ltvYcGCBdiwYQMeeeQRpFIpw7VdXV14/PHHsXbtWrz66qtYtGgRVq1ahSlTpqC9vV3sUty7ay8AoG3npwCANWs24d1338WHH36I2bNnI9tNF153GHrRU/QChKC0ejWWLl2KlpYWzJ8/H5s2bUKywAUH9XA1Nzejra0NTz31FFasWIE333wTCxYsAPjaZJWZTzwRuPbaF5FMJvHYY49h3bp1KK1ZgyQ3XEpB9BRrxeGDzc3NyGazePDBB7F582Y8//zzyLRlxTOTyV249957US6X0dzcjHK5jHvvvRe7du3CG0vfFWN86/UPsHnzZjz44IPIZrPiHRZXr0aCfA3FXB0A4JFwExLkayivWYPHHnsMyWTS8L6LQUp3oacCCxYswJtvvokVK1bgqaeeQltbm7h2xftrAdD8ls2bN2P+/PloaWnB0qVLMXfuXOzcuRPrsiOoY006t47Aj7XZEfjwww/x7rvv4oUXXsCmTZvw4IMPQmMWoRbtRXNzMzo6OjBr1iysWrUKixYtwquvvoq1a9diXy/1thZ7dE9PKpXCI488gg0bNmDBggWYtvVqgDOwkM6Up239NnK5HKZPn46tW7fiueeeQ0tLixBGPW1F3H///SgWi4b30traitmzZ6PUS4V+ttyGjRs34qGHHkJPT4/h2mnbrhblEZCPG/ru7Ow0XJvbpyd4v7P8Vbz99ttYvnw5nnnmGezZs8dwrcYszN4OgmeffRb33HMPlixZgmeffRbbtm3D9OnTsT47AsjpOXsAQODHuuwIvP3223j55ZexYcMGPPzww8gFusQYm5ub0dnZiZkzZ2L16tV47bXX8Prrr2P16tWYNWuWLuAqMmhubkZPTw8eeughbNy4ES+++CKda+jJ48jF2VwPR7FI3+mOHTswb948fPDBB0jtoTkoJJRy5BFb2tYK7GzY8KmSR6znfef1pGKOs46ODsO1mUwGmTLd2Zbt9ht4xK5duwzXolcPm8+dO9fAIzZv3oxf/epXtG9/EZDyKfn75jxi3bp1ePTRR5FKpVDO0Gdua1tr4BELFy7EokWLsHLlSjz55JMoh3gJmUolj1i8eDHFOBeosuKx7WrBIxKJBJYuXYrFixcD7JnvL/rYwCOam5vR3t6OJ598EitXrkSZKWQ5rVPJI1KpFKZuVWP8lm3fNuI7l8OzT77M3mMvlq9+38Aj7rvvPpRKJd1TEmTe8E9alTwik8lgXXaEYa45xtdmRwge8fjjj6OrqwurNi2h3+diFh7x1ltvYcWKFXj66aexe3sHUKLK4OwFM5U8QmA8bMT4uuwIA49YtmwZ3nnnHST3UowXfV0WHrFv3z7MmjULq1evxvqdq9jzYpg5c6aFR6TTab3vnG7gy33zawuFAqZPn45ykM51tstv4RGFQkHcs3093QBAgkksX77cwiN434KHSxhfmx2B//3f/xU8Yt++fZRPMV5RDHUbeMQ777yDZcuWYfbs2WhtbTXKHQWPaGlpwXPPPYetW7d60iMWL14MkANsI0eOJBdccIHl840bNxIA5K677joo9x5IP9lslnR3d4ufN998kwAgH374oSNtB9LWrFlDsoUswVQQTAXparqIEIBMu3gJAQj5/veN13dlusS10wNXEYCQC/E8IZpGyPjxRnqk5yLcRT77WftxnPHXb9LrTr2dAPRxACFz5kgXjRtHPhnAnje5jkTQq+yXtx/ddinBVBD/BT92fAcPtvydPvMbXyEP3JNRXjNnxE0EIAQ/Pppee/hrdHwjblJef+qNZxJMBRl1/s8d+/7bnx4gmAoSvOFw22vGRdYShPT3jmAP0VAk4yNrldc3fv1Cgqkgl//0B459X3bjtQRTQRov/6rtNREtS1C5W+9bKxGAfq5qwZ8NIpgKcs/vn3Dse+zlVxBMBTnzuq879z3+UdrvVefS92/Td9vGboLfBgmmgmxp3eDYd+wnIwmmgky+4R5CCF0D5jYuspbg5L/Rvi+7jGLS5p0/8uSDBFNBfD843rHfXI4Q/PRwgqkgC998TnnNuMhaoqFE8K0v0b6Pn+k411d/+3aCqSANPz7ase+3lyygz7vpMJJOlZ37/u6p9Nqxcxz7PuG6cwimgpw86YeOff/mpukEU0EqfjpM+f2aNWvo+47u1XHmKzj2XXvl2QRTQX74P79w7PucH1xJ1+Hll9peE9GyBHUbaL83xxxxRggh2s2VBFNBnr7/Rce+h19xCcFUkK9df61z3yffw3B2qWPfqxZ9Kt5Pd7bbse8QW4e3/+Yx22vGRdYSnH4rfebF1zpi/M/NFGeh75zi2G/b9gzBL2sJpoKs2LDEtl8NJYLvnUj7Hj3fca4vueJ3BFNBhv3AQYAQQp5+9nH6vB8dQ8pqiOt9/+hYeu0Rrzr2fdR1pxFMBfny5c58/Iffu4NgKkjNj8bYXjMuspagluHsfyoM71vFgyquPoVgKshvbvu9Y98Hu3344YfkgD1c0WgUuZzVxZllMbOow1a7vtx7IP2Ew2FUVVWJn5jb3vGD0Hbs2CHCiQAQCdHxRVjBUnNIMR6OQwONfXWEaRyce7jMFUhTecm9WqhEOm2/BXfVR3r4BmAHxZojdlOmIMmjIfk4soiiRDTbyqdiB5fLLjM5zyzVpd61Mg2/o25wsyta+53y+hKrHVXMOMe3iGT927UpP+kEwswyKvuAQhgEfky5Qb0jpsysNxJxdkWXwxnD9ao2enhG93ABQJDSPWaE+tllPs5eZxd8ORtj19uHhEYPzwhvAn/vdn2n9hWE9yjjy1u+N/TNksdLPdQTuGPHDss1U37SabD+NZRs33kpQhdJOVeNsn0dRRquZs8kUXW4ZcpPOo0ernyF41yXeuh7LgWdQ2vFiLQxpFOdsC/6FnR3O+OMzV0545AgCaDM3nPZ5uSDHTt2GDFeoDu0vGC87IpxNsasC8aFhysNaGVbnJVJGYTRQXqc83rKuYOL8XwySNc/gHTeObwmMJ62D6VSjPNizi4YZzSUclWW7+SW2lcQ3qOs3wXjwsNV6YzxDM/vdcZ4ma+pfMwityx9Cw+XC8b5e+x1lsWlXmeM8775xhXkY9BQFn2reFCZvWs3jPdHO2CFa8iQIWhtbbV8zj9rbGw8KPceSD//jub3+w0KVyjIcrg0Cl4zcH2aT+RbdUVYJeXaiPKE0lSOFbYraEA54JjD1bXXmMMFwHpOYlMTUr9nCg4DY88T82wrn8r5UU5NzzOLIdWtlpjr99SwhapXmyfwY93uGuX1eaZwFTLODIozbaeF2nT7KfjbD99mD45jRKAVicktmPjnU5TXl7K0z6ILg+JM1EkpnHJnDVCoFIxeMKg7a6y0ECIEfzHtLIxKTAA6Mqg7a/RcplxcZ1CKvlOdRcFExXza9R2kgr3MlBW/onBO0+2nYAwPFYZSGBf51Padl8K89EkMPQ5pc+lOXSns9amFUdPtp2DOL1rgZ9vL43nNca6LvTzs4Exzj1wPr9PmUOrbT8EzP28R73FwxWZnnAmjwlnh4kph0UYp9Pv9aLr9FNx5HctbysdxZHC7c985itlSyEXhYt/zNaFqU+6sAfLSGgimbHHWW+gVx2GVUm4YZwIzbD/GvmA83a0bfE4KFyFEKCdc2VW1pttPwXCN5eGFul0wTvFTytPza+1auqsoMJ4qq7UejnEfC6XWFMrOc80x7mJUFEJ6CSI7WdN0+yl49CcfiPc4rNKeZqAPGO91Vwqbbj8Ff7j6PTHGUaGtom8VDyoxTJYc8NNf7YAVrhNOOAHr169HMmkUvu+//774/mDceyD9/DvagAEDRP5WJBCBFmK7FEHBq7IUeOJ8V5hOS8XlFyuVHs4UKvLMKnMwyhr4NkLJ06M6JzF18nj6B7Me02ddbPtMnrjtc1G4uGKIfBzppFrhEuc4SrF/u3McASAfYLXCsjWOfReZBVoK9aJM7N0jn//pkfSPXBxTf9FryyAAoMiUQjdhVOTMxMFqbWoCfn7FTsGgxozrsa3uny1mRXHEooNlDQDFLMVQ0WGMTU3ABWexXb35GMaN99n2ne4uCUbvZv0XON1MERgwYIDyuiq2DX/YgF1Ynhlj+86zfm+15lKdujBK2wgjgDLmeJwWMv38kLTjXBd6mDAK2D8PAFJl7sWN23q4AOCc3+q7FH/0cxecCaPCWRgV0lzhyioxzt//KdczjOdjuPuvxAXjFD98Lm37ZgKw6KBwNTUB3//yHmFUHPMZe4wLbBENeRejQmDcYYxNTcDpn6NlIQ4WxnOlHIiPeuoLLuuwgm18OqpxsyPGxXvOV6HXQe8xYNzB8Gm6/RQEWOHc80enHOc630vx5fQeAaAXulFhF6kAgDN/fqLg47+63RlnBW5AumC8yNehyxg/e+0I+kcujodmRUXfZh5ECFDM1bBnOq/t/mgHrHBdeumlKJVKmDFjhvgsl8vh4YcfxoQJEzBs2DAAQG9vL9auXYv29vY+39vXa/9/aCtWrBAerrA/DIRY4VPNQeFipSG6ItTUsas0z0OKfLduOg1b6+jCs/mZgvQeTVNGKZHM8bIDleKZdk3jO3RcdnAJ5pWP4c4Hq5SlcMQ5jjzcEk46nuPIa4Vle9W7X3grpvTQW0/e3j0iK4WppHN15EKW9pkPuAgjj0rhMYclBYN64umUbXV/OYScSzkz+gITgAWXMQ4/vIs9sAotLfbHOKW6dGEk3pWi5Ut5lNkuoXya0rRixQr1tb0U5/mAi/dIYvTpbntGL4dbxAkMNi3H3ku+xzkkzWlwm+u0XJ7FxsMFgHoG2Bh7NWdGL8boEjYvpPWDnHsL1nfJ37/ATy7uKDABoJClm1dcFS4+xqzzGEcPTIm1nXjeHuMyr+hxLn2GPBOYbhgf1NgFgO6EW77cAeNJ4gnj8nf5lHNoP8f4UwbOPDInjArn8j50HXrzwnH+k3MpYM0LXOf9bkaFNEYnjO8riDHaeeF4E2PscRsjX4dZEAcXoIGPS4aPmQfl8wBh4V63td0f7YAVrgkTJuCyyy7DzTffjMmTJ2PGjBk4++yzsWXLFtx+++3iuiVLlmDs2LGGuhhe7+3rtf8/tPPOO89YEoIpXNzDZa40D+gerhRTuOzS0viCq8rT6wjRbK2j007Qq8L7fATjximjlAKwvIKyUwiHZPTDq53a6k91l36prGHlSmuJLX6OI/esNQzqcjzHMetj7y9b79h3rifiKS/DIIxcqoXkmTDK+50Xao59n8s5jzGVgs6gHBi9Lowq0dvjXHw01+ttjFm/5JlxEHDppDfrX/4uxxSB8847T913b41xDDZN5ADm4pSZ2/Uth1sK9pgkhIg+sy4KF/++5CuJWnrKvgv6DlcnZYYKdXbqA3EWRnzusmwu7VomrYekVfjh79+rUZHP6+GWnMvccCGdzziPMZXWhKJpyD01XyfGGKP3OLRchiozOReFPedn4b98DRTpv6LRHMA+YDxfgd5e5/IRWTZG4nJUWZpIGHdah93eDJ+eQg8IC826KVxe12G6LI3RwYsrGz6pstvcMIWLjcH2OkYD0crIFO3HKSvscvqKmQfJhs9/pMIFAI899hhuvPFGPP7447jhhhtQKBTw/PPP44tf/OJBvfdA+vlXtyeffNKocIU9hBSZhysdpovU1sPFFly+UAeALq6TT1bXCo359KJ+V36D2Fp63MMVYkUrnaytskhkdNZQPvpEZ6KATcI+gIsuAsBCGZdO3ON4jmMve3+FbB0KDkfSpXsCOoPyxOjjSKXsGX2pBORZ6QruZbNrXCks5WqQd8gzlxe/0xgNzKTXeclmc0wYuVitBibqwOhT3bqi4Ki48vdYiKC3l2LoySefVF6b6aGKKH9PtmMs6UphusuB0Xd5UwozxYwQRpm0s6KQlSxvT3TnY7ZhczFGPtclZ2GU5V7wTI3jdT2ZgCPd/P0bjAoHhSudhphrd4wzpTDr7GlOpTVPioKM8XSP/TokBMixdZhzwU9G84jxJNE9pF6Ms3wM6V5nwyfDlOVU2dldJ0LgTrUKAaSSZU8YF++47EOvi/co21MDACj6isiX7BmVwYvb7bAOO4u6AemgHAHeIxXZHj3k6Oh9lDEuKVxmHkQxzt6ji+HTH83+HIM+tEgkgjvuuAN33HGH7TVnnnmm0iXo5d79ufbf3a6//nq8vZUmZIcDekgxQjijst7DPVzpCAW1ncLFF9y67IniszVrqPdozhzqNeItLo7hSSEetWdkHLDhHB2nk8LldQeXzkT1RWNJ2IeZ0bs8k0iLPw3U2qzXdMZHF1Yk6c1qzcWRcmD0PT36GHvhzEwy0MeYSgH1No6uVFoDgu4eLvFdLo5Ur/OSzWRoZ0LY2D1TUmZchZEXRp+XFNcsHaPd0T69vXSMOS2PYrlIC5eqnlnUvUdOIcV00lvSs/yOe3qcGX06WwEUokAwg1Q+hfoK9SQa8GOzMQQwhVtKznPTy+auN+PsIU1nA/SZkaRSYefv36CwO3iP0mkIxaOHuAhMNsZsrgHlMj1LU9VSvX5vcyMLzB57oyKTAQjzwmVdQrM6r6AYb2iw6TsNoNBH4yzjrHD19tLOCkHns2GF8p2PMaNC7TlL749SmHM+k7JXUnbS+TTqomojJJ336MWVjYqC/RiL5SLy7BSSHhcvbjobptGPcBrpfBqDMEjdtzQ3ScmoMPMgWdakXdZhf7SD4uE61KytublZHVJkrlYnhas37Kxw6YuqEmClJOy8RzGwiqYup8xzD1ckT4WfU0hRT2R0Vo4iVUYPF2CTsC/thHNi9PlSHgVSFM90VBQkRu/JMsrHkErbLwfZMup1EUY9JqXQtu8eX589XOmM/RhzOaCUr/E0RsHoXfJ6ZLo9jzFHhYbqWA0ASPXqks9RGebhOrdQRrc3619XjmJIu52Flw/1McwUc/YedekYF4qkopXKJWTZGaQ9mQbHnWupbNBxjPz9G724Ds9LQX+em1II3XvkxCtSvfuB8V4XpZCNsYc4859UUcK4U7hO8sJ5net0xt7wKRSAPEsnyCCHUtlhfRUlL5xD2Nyr4WPAo4vC1ZOLi/M9PRtTXfZGBQ179mGuAfS6KVz5oCf+Y/Ti6p+beVBfPM390Q4pXP3UrrnmGqXC9d6u4QCA9eut56nykGImQhMO3HK4RK0X1lTeozhXuMIpx3MPOWArmLB0UhTy0g4uJ2bS0KgvfsA+YT/dWRBlIZIOwsigOLkoM9T674MLPh+nSprd8yTr322hpjweu5Tq9XlSCmVPYSpjnzvSFw+FyHVy2V1nEMJe3mMuLhSua665xnJdsQjkClWiarZXZdgpXCfn4Hhiyvk4UgWHs/ASwKZkg3iXzy/05lH4xV2Ntmcky0nPKYf32CPnoOWrHXeupXNBHZOK98jfv9F75KbMcKXQxdNc9mhU9Ab6jnEHL64Bj2UXjHtdhx4VLvk9pnNuY9SZbY9DXmGqKClxTl5cj4aPgZ/l7RWuRALYm60S45z7gjcl7vu/brDHeHfZEY+W55WCSOdqnMth5EN9xE/MkItr5kFe8z37qx1SuPqpzZw501AWAuEwEpiIX354hbjGnETOPVw5VpvFLYcLprOtVN6jONE9XI4KF3tmZc691IS8w0u1O0qMJ6IzKMAhYd8Q+7dfBGJRFUNAOehstWYD3pJ1ZWHkECZ49lmIhbonlbU7WxsA0J3ThdHXvmZ7DjdV8PoyxnzMA6OnY8yWabjO9lru8s/FbfMyEglgxotDxRhXrPXGlJe3HYbx44Gf//xd9RhZv4b7VGP0UFYE6EMOjqQU9pSiymKqiQRdk0XiF+/y5ikp2zlcv0VXFIol9cYQwGRZe7H+y36gGHbGeN7ZwzVz5kzanyyEHTZdvPSi7inc2JqxpblMyuiR8nrOOssB417XoZwL57AOZaMi7ZInJHhJzj4/KpEAnnxnmOA/H67yhvG3th5ur3ikABTD4iBnZ6NCx4/jTlw5FOY1NFtQK1wc47QYL53vGyfbY3zTDp1uR4xLG0O8ejPL8Cs3kOn0hPue0iCFzfka4O3VV/Qxrthgj/H+aocUrn5qZ599tqUsxDRMoVXVWTOHAbmHK8cqbLvlcFGvEGUkdt6jGGEekVAalZX2pgQPKcZyFKxOYYLe3pi+O8rjwqqqKNom7MshRSfrn/flpXRFKustJGTMy1ArM4kEMHkyxEItB9KYNIkoF+vsOWVkoedlbNqkZk4AaH99TChOZUP210lWsOE+RRMKVz6OVKeV0XOm3JHS3+OCRfZMedFi/T0SUKZ8331ftjJlTmYfw5SO4boe9JkpA2r8TJvG6sJB93ognLY9S/2TDUYvrl1oPyUV1/SUr5ePAdCcMZ4POwq4s88+GwCQls5dtdt0kUgA027Rw39FX9oWt0/OloysfBzr1ztgPBvsu4ci682o6C1lbD3shBATxq1GBcd4Z6+O8Xkv2GP8nSVWjKvopqUiNXHYs2eMO+QApns8euFkI6UYUXqPdIzDE8Y/3S4bzg4Ylwwf7xh35uPpQrhvCnsubkgN4WsAoPN0+98iot8cSdnitr/aIYWrn9qaNWssIcX1GE2tCqnJYUDu4cqzCrh2IUUOvCujb6AKVFEaOlTtPYqXmcKlEYRiDq5tXtsrT1ei0yLo6XN+SxzpjN/WdSzH/rnip2r8O17p3t3670MOV84+XEcZlB62gkaAUK+SQU39o/SOc3Fb5gRwhasPFmEuTumyoyUFoBQW4Tqv3h4Vo1cqHiF7pjzneZXiQaxMmXXrz1cYx6EaoxzCcdrBldLH6IQfs2dYhZ/166WadjwsFExbQvW89RSteYqq0L5BGHmYa1/eA8ZlYaR4j2vWrDF+l4sj2aNWZiwYD6UBxfwBwB/+lz2PaEAh6ozxbKhvnr1cHOmsC8ald20XrsuVcrqHNxdHSrHLta8Yf+EVj8o1I9PnBeNyKN7Ji9vj84Zxac0Q+JSGswHjOXeMZ0tGugEbjEuhVC9zrfH3Y3MpIUC6GNmPkLQuY/kaANh8Q1+HCKVtcdtf7ZDC1U+tpqbGonCNxnqDhwswhgG5h6sYoavELWn+lPA2fBXPAgBuuEHtPaooapQxAvBH7QUwX8TVOboSHa0OKa5uJ9QLpYIIqSIfQ5n4bF3HNNxSZaDNaYxBpnC5j7GPeT05NaOnDEoDChXiXSKUUjKoT7fykJAPKNI8IRVzApj139caRQ55GboyQ9+PHWPOFXMolFmCbl6tcBkVD10Y2THlvZ1GKxig70zJlCEpzR7mG7kql80Hmif88O8CDvgRJx8AkvWfsj35IByzCiPlxhBZGHlQMgMuXlxCuMJlT3dNTY3xOwcvrsA4VzJ9ZSCQUc73xu0yzfqmHSXGPebgGDav2KxDgOXrFSM05Ap7jJvzPVVe3L5ivC2pwriN4gEJZzY8khBixLiTUdHj94Zxk/dIpcz0FeOByj5g3IuHyyPGe3thOPbNa9qFHDbnawBg823wXKdACLGd7/5ohxSufmqRSEQUTORlIaZgmsHDZQ4Dcg9XKeyscPEFHEdYeLiSNkaPVigIS0vkVCkaXyDVOcqYHHce5XW3rN3CMjAZh8UPsG39fXBFh9nuG8dE2LwkjLxYRrk4Ujl1uG70aGYZEZ+eNxdKKxnU4aOtwsjuqKJ0zpsw6s51szFWU0XSjhbWdSDnbFkbGFc+Rmv8mJqRKesWoR1TrhuiYspEzZQBBJni6OSFk4WRU1HadI/P01zz70J5e/yIkw8AgxC2O/mgqkHHD2Af2peFUaFcsC2majYq7DCezQIlogthleIRiVCF3+DNtAnXjR4NAIQaFbzZCOERRxlpBuwxTtehu1Ghz7UzxlPdJQCa/n5cMB7IhwDiVxoVBozn3DFeM7APigeAECsibUd3riQZPrkqpBwUrnTGI8ZZX0FWT/FgYDwc97b5KdWjK+xe5totUiEUsZx79MPgxZU2XfA1AEgYF0ZFCQjkbOe7P9ohhauf2ubNm3UPl58mzTdhLmaP+R9xzdixxjBgTaQGAFBmipFtSJGBK+ZzV7iQz4uF4nM4ioeDuSZPFS47qyORAFanholnLnxDfSFfcKGyDzHm6bJbWHKypRdhFPFQKyxdCAPs2BFvYSaqcKnCnlOmMMuIXQcACKWUDOraH6cN12kgtkcVpfLewi2y4pEphVG0yYUXykzW2cPFaQ4UgvTwc8VlOlMmBovQjimfdJrRsqZMWVMrHpCUZhvhkSvm9GKMuSqqVNk0ebenl3BLyEFhb2oC/vxnPghKy2VXpm2L8ZYCOt2a5rAxxJRfZzffusLlbFTowshe4dq8eTO91kMOIJ0njRoVjG4E1UL4m98zz7Ua4+Uy0FNwzjPjTTcqqhy9uGlWwoQrFG4YF8q1QuHqK8bHnaTzCsBFuQYQyjvvxDWM3W23ZybgONfiOm6UMqXVDuO/+53eLwB863v2GM8RnW6fI8b1HMB8KW9bTFUvsu0N41y59hRKzRuNCr4GAAnj8mYzGz7eX+2QwtVP7dRTT1WWhZhU9apQpF54wQhaHlIk7FBoVw+XFhEKl623J58HYYugHFRfVCqXRC5EfY5aXKrFz5NM80TfefTHv6iTTPkYYySAOFKOY5RrzAD2C4t/XpGnLmM7F3w+D+TLQcGgBDNX9S25okvEr6yP1tQEXPoVvV4OANx6u/pcuJO/QJ/Hw3oN9WUlcyIExqRnB6tVVrgAe+8jzwHhyoytMGI0R1yY8pw5QMCn71wbMNSeKQ8ebszLGD0aePDBfZbruWEQZvXe3BQPAHCtzZTRPT09hR7bRGr+jnmtOTs8fu5z9PeAPJ3zoUd4yR2J4aiBSduNIekeDSB+hArehLCbUaELIzrXKoyfeuqptC8PYfOmJuCCLxqNhb80qzH+uVPodX7mwRk8SC2AzR4KrxjvKYSVO0gBXXHqO8atvIJj3Cflro0YZY/xeuHFpQL76KNtFA9GZoS9azeMh5kXLu1UlFba7elF8RB927zy8ePp78EMv4ePUl+YL+Wl9IMYPnNElz3GM7rhAxw4xnXjLGS4T9UMkQopB5CvAYDO9xmfTQLEDzA+dd9D9vPdH+2QwtVPLZFIGMtCMIULuZxQuMw1dnhIEYE8EMi65nB58XCVMzlRmdlO4ZLDOg3s0DGVUO9LkqlQCklQKFyOwqMcQLAQMtBnbkLhYqUR7Ap2erH+eZNd0YA9gxo6kDKdwUwx/ewpamI43YNYdeaJ52WUCzqTAcrEW1FIPn5fzjnJlL+PKGO2btZ/lBU9tKs+3tQERAJ63ZpywH0HYF2Out8efhjIZGZZr2Njj3Klx40pF1hIyKGcAbX+JUZv8y71WnPOChdfS1Gu2HvKU4wj6VAjjVdPryh6w3jURWDqQt1eGCWYJWQoh+GgzAyophhvKFCaTv6CM8YHM4xf/V959e5j1q1IjvboxQUcjApWOsGJbkBSrjlPsWEBX/0qW4c8ChBx32hSyXZyP/OMza5rZvhwjNvhR8w1H6NDjTSa7+nBqGDvmGP3QDFuTg1JOtQqTPX6gXIAIV4O4wAxzvl41IPCZchzlRSuhMkbUFNJMR4v0nd96pkOeSn90A4pXP3Urr/+er0shHS0D/J5oUiZk8jj4Tg0boiFu909XL6oq8LVkyq7CkyR76AFUMPGrFKOlDu4bJJMRdiThBADfZit8GACP1xwDjPppSsobO129ei5TM5hB0BmUD7HMSaZA8FNUeBzEy3Q65I25Qz08gjutXV0RdO5KG2q26PCxRUP7m2xYfSlEpCWcnC87HqsYO8xmVQf7cPpFvXeXIRRJa+E7VBhP50NAKUwQm6J1HnjGN2EkbjORnAYi5TGnBUuJqgqis4eLvEeuVJogx+OAX6dimb+/r2UwwCA7iTFQYWLF04o7ExYJ22qj/P3W5FzFury+DWXRGr+Pio8YrySrUM3L4qXdci/q+R027AV/j44xt34mcC4wzmptMitXuja1qgQSqE3hUuM0eV54RJVppIOh3bzDRmVLhjXFS5nw0dXuOh1dpEK8yagdF43Ksw8KJliho8LxvurHVK4+qnZHe2DfF54uMwKl0/zIcaYvBbtQtAG20KZ8bsrXOmUvg1WxOJtnhcPxRAHFSI9PVZG35fdLXpif8g1pJhmcotbem4hxSrmVHATRm6WUalcEoVb48xqdWVQRWfhIeamwJmyWpnRhZFmuE/ZN1e4si4MqtvI6N2s/0pmidrlRwkhxevWlHIolNTHj4gQMkvbSCbVR/vwOatk5UfcrOAYL3HhVJuJWbSxEvMUuCjDXGF3m2tOi9tcB4kPKIWQKQRtD1TnCles7C3M5NWo4IJVNdfNzc2GXBq/w2YBAEiyw9sris6eGV3xYDjrdjYq+HVeMF7pgnEeGozl7RVNua9KRoudF5fPdTDvPC/ydzLGlddxhcsrxpmCYqdwFYtAphCkRgVhipQLxkXfB4hx8TyGW0ejgitcLhgX75Er4i7KcMwB45Z++LFPTKaYeVCSe5pLzhjvr3ZI4eqn9sMf/tCocIVZIqiDwgUAsSydkkh1l67cSK1ULiHDKizHA5VCmbFd/CnoILQ5UFQoMqG48EapFoFyd4tNYq1gJlrYPYdLhFuYQHBZqNW8VphNDpfXhSovtnieOI6R7wiPMYXLboxCqJd8hvvsxsjrnmWKGdvK8Nyyi7mcAsCVmbibMOI117jr34bRdzODMlTQwwi2ygd/JlOGk0m6BizXMaUwnjfeZ24Ck2WmRNmUMyiXWV040PC1fK+lb25YuM01u72Kl0hxEUai1p3DM/n442WXUGo+ycbI7rMphqlj3F65/uEPf2jEuDQ3yr5Zwch4ySPGWVjGkfdAet8eQoqVLkI4LdZhHzFu48XlGK/K0/ecLWZt16HAD8OFLd1JE8ZdPD1xjnGbI43k8GoVcQmlmtahG8bjHhWuGMNtphCwNyrYhowq4s3D5TZGjgEnjMtjjJIAfGWjomnmQUmWmhB3CXv2VzukcPVTmzFjhsjv4JXmARgULss5aYSgMksBEY53KZ9rYKCBSlcPl5f6P2KRhuOoZB6utOLSpibgL39h/7CdTOd9VZ1Yy5WEai3qrnAx67/S5Xw9vuA684cDAF54Law8XsPrQhWhVPhQVXTeScld0fGScyiMf15Vogu/O6VeYkIY5XSl0S285uaFS6fps6oK3jxcVYQxHRtlhmOqupQVlrUb3dVMcCWTdA1Y+mYKBC8/4kZzNWPeaZtkb1kYVcObMOK15tyEUTXbseuqeCCICrZubNch88KJd+6maDJh5ObhqmKYUNE8Y8YMPSSEAKrK1AC0pZsZPvGyM8b52KuK9LpudaRH9MMV195CrzL3KF/KC+O0ykUI8/IgVdyD7IZxFmZO2XhxhXKd199zT16dQCbWtoRxZd/M8KniyoyLoVvNlJl01q+8TtT1QkGcjetGN1+HrkaFC8bFXMPZqMjngTxT1OPw5sUV7yfljHFhKLgZUrAa92YexEtGxMvO/Ky/2iGFq5/aJZdcog4p5nK2OVwolURuQiDuoiT4AgiFIu4hxTRcq8ILgR6uEh6uHpsjEk8+mf6uz9NVMHCoCzPxRd2T5tnZaXGP4ZYFmUkAaNkB1fEaZkafzCVBFPUejLlwznlm3PqvLjmHAIVQZ5ZWMu2scFWXcgjCPkwgCyM3RUE8k3ke7HIeON01HhWuKiQR10KGey19s7HX5Ivi3ksuucR6HVMgarhAcFGuazSKiWwhoCyH8fTT/C+CjW1HGu61G6NQpGyUGU43p8VN8Ygh5LgOi0U6fgCo1rxtFujKDQMAzJwdcjQqqnNlcZ8Z45dccok+Rg+eZm79V5ft8QhIyjWbDx6KNDeBR0mZUb1LuZ+qvHPh5TTzVFWXvIWZBC02yd5CuS5mEYA3RZOXzrFXuOjvGvZ+XDFOuMKlXod87osIoHXfUMO9dmMUGLdVuOh7dsO4nhoSRJQdWaaiW+6Hr1k3ursZxu+7X1NinD+zRsK4qukYD1kiPmYexBWuapfQbH+1QwpXP7UlS5YYFa7XX6dfdHcjuvQtAAqFK5dDlLllgzFnYRkPxaGF9F2K6TSUu49SPT7XnXDCGoxUI8Ys9WxWUwq47pcWA9DzMtJb1iuf2Z1lHq6ujJ40f8/DyoOruCudW1FuOVzI6XVUVMdr6NY//V0iJeUh28Iy8rl74ZL76Muo2ddF+1i7Qnkdn5/aTiaA92bVNHMPF1KI++yrrssMYVn+iwCAX/7S+shEAnjrA/qcBWnqcnRjUDUaYzqZgLL+WPIlevh0FZKIpXK2YwQkuvM03pBsfgw7/vY3a99sSLUuljUfe6pnkPjshBOMdCcSwLXX8v809KQbAACL3nOmm++ktAvXJT/ZRq9jtKS725XXCQ9XluiMvulqy+TImKrjCpfLWnw91wQAKJetRkUiAfz+9/Tvd3MX0OtI2YLxJUuWSEZFxB3jzDio3dNG6Vv1oSPdNcwqS366xxHj1cUsAhxrCrq5YRAmEawtHwcA+NGP1Bj/aC21Vhd2XUT7zjsr17Uayx+zMypefZ/SgiRiOfvQZ7FcFPxcYPzPf1fTzfhPLWPIbhjv7m0EAPTmg6LGFW+JBPDTn/L/NGR76gEAr7ztTHcdK+9jO9frWg3XpTtaldcJjGdKulFx7qW2GI8ggyrN207cRbmvAbDH+N13078XZXV+pjKcBR/XrBhfsmSJuK5QADIs3aKmdQ+lb9n7yjH2VzukcPVTGzZsmCjgGfnoY0CKJUdTewEAvYuXG2/K5xFh9WX8lc4LKhaKASHdsiZEvZWansHlrHDpHq44KkN6gN7yvEQCyT/eAwCo5PkJy95XMh0RUly+Tl8EbTnlaa9ptgulBt4sI+RqDJ+bj9d4+236+438ReKQbZXyISwjv4swSiRELlZdjhKeWvSyku70hk/odVmqTSfLMRAFzQaFy29fNVuMO1+BVLkOALBzp5U5TZoE9LL8v47scADA5l0uTNlH37vy2KVEAt2/pwpTNboRy1DhkX7tJcvzyqQs1XGj7yfZnseE22+3pbuOCyOXuX5z68ngB7SvXm2k23AILwDk6S6uZ19yVmbq8mwOVcneiQSSb39svK5nn3quuTKzp1MXRhvbLBjnBkAIOVT7nRP73YwKPte7d9PvugpDbTE+bNgwz0ZF4em5yLDdcoLuF+aq6d5MF1sdK1rXXahQrmvhaUYacb/96Qd83Ll0DXpAvfHbt6sxnmPh8n0Z6h1Zt0VtmArlGrrCZZHViQS67/wHG2MSsSzzrr38nJVmyQMkML4nq6abJejXM33eba5f3X66+GzVKheMs52K/5xnfaa8DrmxoNxYlEgg+dGndIx8rtt2OmN8V4eO8Q17bDFODUjTCQemppcpMZ7NaMb4XiomsS83QtCnMpzlSIUZ48OGDdP7nTVf/C34+OyZ/9LTqw8pXP3UikXdIgr/c7Zh1VQw12zmhdeNN+Xz6MpScO1o71aHEji4wnEgHEYEWQR89i5uWozOOaQo4vShKoTDgB/UA2BRuKZNQzdqaP/c9R+C8vRPrnBV5aAvAsSUp73y/BbhinYrhiktVMB4vEYiAfCwPUFAMKjZzysULi6MpM0HKmFUnnoLUqDPaeAMyobu9CfLAOgh1xIC6EWllWZZ4QrY1yky1ifSMSS/RkN9NEAopFtanT099X7d6rfQPW0akqD126qQ1HczzXrE8jyDMGJ0JxEHUcw1V1zrmcLlFuam3ln9vD75kYYyJYCY673dVroJIaIvPkblUSrTpiHJ5npAjpVICQHlW6ZZLhXGTx66MELcgnHDXGvOx724GRUWASydNWdWuIrFop6f6XdWuFLT7hR/c4XCDuOpDavodWKuq9Trus8Yr4bdXNthfN1WN4xTz1qp7LMWNTZhXCSQP6LIPeSnM5SA2hLL11PMNQCRL1YP500XRoxDSbcdxnfvs9KtqqeoDJtLGG/I05eSDEM91/uDcQePPbAfGC/EPBnOcWnXPh9PUQrTJP/0dwBAFL2o5hs5bOjur3ZI4eqn1tbWpocUt+4yrJooqDsh02YEZGKeDx/nzqD/hJPq/CTulWEeLg1AVZB5U1Sx9d6Aa6Vn2cOlhUN64ryZT6xfTxcbpHyiMJSn1oqQoqRwpRGzuKNKJbblGUCd337nESFEX8DSQjUfrzHNLBcZg7pnusNCDVQ4CqP0+l3i74Hcqo9ATTd75oBsHj4wRRhxy7UGizBAvRmOHi6pBg9gfI1WpkyFSBbOwqjKF0HMjm5prquQFOHZ7vadlud1ZbsAAOEi0FBkYSZUQVOc7Mut/wHEJdySl4Ww3uRHGsqUAOId1Q620t1T6AFhAnBgiYUUVV2vXy+E0eAcXVdEA1JbrHPN6a7JysKoyoJxozfTuQiom1FhmWvAVuFqa2uTSshUOJ5KkfyUuhOi6EUdy5mxw3iySPnDQKaQ5hBBjgStc21QuA42xum1mZKzF7eBKVzyeEQzYZwnZ3fv3WZ5Hp/r2ixQzcPHirkG9NDsAHgLKfYN43S89Y32BqRf86OOrUOlh0vGOONnqTBQWr/Wcun+YdzeYy+faiJ7cQEnjGuORazlMklmPt7W1iauS26iqQFVSKKaKd/dNvKrv9ohhauf2nHHHacrXEOGGVaNULjqDjPcM+2uKiDLmE6kW52fJOVw8UR8R4UrE3D1cHVmOgEAtZFaIBSyLw0xerTwcNXw/JYQlKfWiqT5HPQcLm4ZSdfLfTQE7D1c8nbtxwb+WXx+zDHG4zXWm1PK2ELdstsaehAermDMUeFKHkHPwQgijwFZOoauiJrurhoaEq41MKhqy7VKYeSQ32JmyvJrtFM8/FFnYSR7PZzmugpJ1HAGNXyg5Xl2TJkoTvbl1v8gpoza7Vzz4s00lCkBhDA6YYI9U/ZpPjSA57cokr1Hj6Y4BdBQ7EGYGcjdY0daLhVhc7MwMtG9f8KoxkAzNyoscw0IbJg3SRx33HE6vwg6GxXJEccDMM61LcbjlO8MyepxaBXGDUZFkB1g7+rF1ZsXjAfsUi948rg/gkoP/Kwa3TrGRwy2PM9W8TDNNSH6JqCBPmaUuoaP+4Bxlh4y4YsOBmQ4rm8CUr0eCeONWT2MkTp2lOVSgfGcN4zH5PCxKidV/qxPGHdQuBwM5+OOO06nZdixlBZpru0w3l/toChcuVwOv/zlL9HY2IhoNIoJEybglVdecb3vgw8+wPXXX49jjz0WlZWVGD58OC6//HKst0hN4I033oCmacqflpaWg0HGQW2vvPKKXhbiu98zebjobPeedIbhnvWbg0C2lv4ToUqQ2YASwjKsK1xxv73Clc4GXHO4OrNM4YrWAuGwvlPRHFKcMkVYhLWywqUoxCULIz2kGLec9ipvea4J2FeaF5WooeHKuvdQBfp881lm9ER4qTFh1DjSYaGGXBSuH0wGQBlOrbxQFXR3DaL9GRlz3HKtQQiHmDBysf416OEB+TVaFQ/6PBKySTIVLngHISzNtYFBnftFK802wkgzzTUhELvFBvo97lzL1YDncJm9mU1NwNVX0799KKExwkI5jfaMPhaKoSrEc7MUCteUKcL6jyOl0/2T73mku9oW4zGkHUNr8nv4R/UfxN/HHafj3HDgMkAxYSOMXnnlFX2uJaNCxSeS3/4JAIZxpkd12mG8jiqN9VkilJl/F8bDVd6NCieMGxTNS8610uzk6ZHo7umhu6cBYJCfDrin0IMysYb2jB57e4xffjn9248iBoepUTp4uALjooB1XMgE5W5PCeMNpTQiLG2367+tJ0P0FeNew8chfwj3V/6GfWo8ELsvGAckJ4TCcJb1kOQV1wEw8nE7jPdXOygK19VXX40777wTV155Je6++274/X5ceOGFeOeddxzv+/Of/4w5c+bgS1/6Eu6++25cd911eOutt/DZz34Wq1atUt5zww034PHHHzf8HHXUUQeDjIPavv3tb+seri9fQE9JZWp7RQMFZGaocdyjR+SAXpoYjYoOABZDQt81EoqJYqpVAfsaQKlsEMhSJYAvHnMTClekFoncRdiGYYwGUw5ZUxO6T70QgJRsWRlQHijGQ4pVl12lL4Jwg0VDkq3gqoD9qfCikGooBl84ghpQWrpMJFnWDluoF09yWKihuLPCNeEcSguSqGGFSrsaYkq6uwJsN2MwJhhU95S7LNfKQjgWcrf+J4yNYDhoqKOy0vgam5qA6dP5HQTH+anrvAy9SK6hb5G75qBwNTUhefbXdLpD9D12jWy00syZ8mFH6Uw5WI/CP/9poDuToTuSAKAhUECAJe2rFC5O9/98fpVQrhsbrQr2cLo/AD/A/fj9+esM9yppDsURD7H8FlVtpqYmJAN1Ot2ErrGu0z5nT/eJp+l0N4y0DLKvobWgL4ir6xcJ5eOVV4xzPWcOEKGpYDgCm/HZoyuVdH/729/27sX9zBk6zWwHctewBjXGmcFY49PDlMn/fcAW43GkqIEIZ4yfOc6PoaAh66oqK8bvFGlmBMcEKSYyZXejwvZosaYmJCecq9PNMT56uJVmPtdHHqvTHBloO9c+lDDIryv0qtpenO5bJ7SIMQ4bZsV4I1tyv8Ad+NX59P2odmfKHq54kIUKFQpX7qIm5BHW6WZFQLvOmGBP9+ckjA86ar8xLnbEh6vwjWq+AUfDe+9ZMR5ipb+OxKcYc4R7SDEetBYC//a3vy2uSx53qk4zx/iY4eoDMfupHbDCtWTJEjz11FO47bbbcMcdd+C6667D66+/jhEjRmDy5MmO9/7sZz/D1q1b8be//Q3XXnstfvOb3+Dtt99GsVjEn/70J+U9p59+Oq666irDT0NDw4GScdDbAw88YCwL0dQEgKpqcAAAnl5JREFUxCnTiV7zDQDWshBTvrsNyAyg/0Q7LNYOIHtlpJCi317hSud1rxkPHZob/3zNslpM2nUPsqCKz5Yt1hyyZJzWgWlgCbN5UhRHh8hNeLhO+oLO6BtGOioeTqE1USwvXAWEQkLhMhddbGoCjjmGMuAg8qgJU2Vm1HEOCzXsonCxW6uQRO35dPxdJavVSgjRGdQXvoxqpigkx33B2rdKGDkI4aNHVGIGqIV25JHEwiNOOYX+HoQ9WPG5n0NjycWOLvhgpeM5l8nawwXdNed/jdKtUNoFzUOP1JlyxWBM59uMTDRrKCMWJRTDcJ7v84/qxiRQAF5/vZU3coW7Gt2oYmErR5rDccSZSZ/N+SylT3I5IMeqmFdVaag+erwt3QLjI4/R6b74SmfFw0NorSpcBV84KPBjNiqamoBBAynGZ+G/MGpEtZLuBx54wODZ84rxmolfp/36rOs6W8wKvlZz4hd0jJ94tuVaI8apwFQp19w4O/6IKO7EzwDQEiDmuT7xRPp7FDag5TQqH0rExagIOm+I4fysGt2oOecrlG4njA8bpc/1gKMc5zoaisDHd0k6zPfFR7bhXCwEQEu+2GG8Bl2oYmvmQIwKWU7EhtWh5rCjDDTKTWD8SAnjX/++M8Y9GJBV4SrEwgWR56rCeGUFxfj84KU4otE9pKjC+AMPPGChuwpJ1Fz2TdpvSF0apr/aAStcs2fPht/vx3XXXSc+i0QiuOaaa/Dee+9h+/bttveeeuqpCPGCoKyNGjUKxx57LNasWWN7XyqVMuw++P+xXX/99XpZiAAzR5lHKuqnDN9cab7p1D04tXc1/aei3eBm5c3g4eIKl89eaKZyYSBDFa5MMSPGJDfu4Xr60TpmVat3CgG6gjOoJO3+MC2CMinrRSajtY6FT40eLvewA1e47IQRAASYK/8FXITLLqxQjhGQhHCkyrswYmMkIJZx9hZ6RZ5ZTUD3cDkVCpSFkSODitbYevXkz2rQReuzhftmEaroFseeIImaiL2XVAijSA2qGKNPpjT8+MfGEIWsXPvCQU+KZlU47kg3H2MNuhxpNngzI3rpEzMm5fcQjxRQE6mh/WStOYCC7nC197kOese41/muiqgVruuvv96wq9kzxoO6UDfn1/H3oEFDlXTSharaPN8FGkcK8UiVK93VkWpHmjuZvViLTsQCFbZGhbwjNeayIcaI8RratxPGK+qkzQcKz5o011oo7A3jwZjnuY47KFyGuQ5TZbk340PJlCIpzlFECv5IENVhlgN4sDAe8rKunY2KchnoZjmWNcEeZ34mOSHMcy0fXm3AOPdm2kR9+qsdsMK1bNkyjB49GlVVxoTHk1lJ8uXLl/fpeYQQ7Nmzx9Zr9Z3vfAdVVVWIRCI466yzsHTp0v0ad3+3e+65Ry8LwXKTuMJVEaCLQVX4dGgv/c4X24dly6yeDNmKEQqXxvIoVAshHwZy1dBYXgFXruS2L7MPALB9Qy2ICRLmHDK+rb82kBOhMLPnLJ1Pix1h1RV1Bi+K2fvv1TISO+v2UxipmImwjCLVnoVRJFxJj2qCdbHy/wO+ACpCzscuGeiOeFG4dGHUqXBU8s9q0EXrs9kwKHm3p2sold1ajW7URGqVNMuf1URqUBWmCle5rOHOO++3pRnhsKdQajwUd1Sujda/ByUzHEco4kMI6qOcxCHlSMMfCXoTwpGaPijX9l49rxgvlyGqu9f407YKV3Nzs2RUeMd4dUjn5eZncpqpwHQ+6UKc7YkU4myMyrlm4bGqSA1qQYGswrhXo0LekeoV41VIoibqAeOSwpVMaY78DOEwtIKmpLtYLoqaUlUhZ6PC4MX1qng4GBUyzQiHvWE8fHAwLq9rJ4zTQt4M4+GM49oWiqbCcJYPr1YpXOl82vbszP5oB6xwtba2YsiQIZbP+We7du2yfOfUZs6ciZ07d+KKK64wfB4KhTBp0iTcfffdePbZZ/H73/8eK1euxOmnn45ly5Y5PjOXyyGZTIqftN25EQexNV3WJBa91cNFmb1F4crnUcrQXWBlFF3dp7rCZb8Q0oUwQHyoIDRcZ1aOyqQslJEjG2sNSauANYesO0kXQXUoQ3c1wqrE8ecFfUFEojrDK5etNBtCiiH7kND+Wv/VFXW2zxRC2CCMrFarVwYlC2BNEkau1n+02jAeQ99C4aoVwiiVsp4CwGmuRaejwpUpZkQo9KALo0gNKsIlESY477zLlM+LIwWEQsISNoeZ5N16VeEq79a/gxfFHIq3o9sy1+EaV7qro87CyLBbL6zTbM498orxZFJPzK4OZWzn+oorrpAwXuVcFkJSrkPhClQEK5R0y3ONcFgPKboJ4WgN/cwR47IX17oO5bl2wjjvQ4OGypBLSNGA8ToDjYa+Od3RWlSx/KhSSbPwMzPGB1ZTfm7GuPwe4pLCpeIVKgPSKT8qHo4jHCIIiN249jR7VbiqI84eLiPG3b2Zbhjn/4eRRSRMUG1jVMj9xMNWjMt6hMGoCOu7vlXGeH81g8JVLpeRzWY9/XBmkclkEGaKhNwiLKszY9Eq7NvatWvx4x//GJ///OcNyW4ADT/Onj0b3/3ud3HJJZfgV7/6FVpaWqBpGm6++WbH5952222orq4WP2ecQRNEW1tbMX36dORyOaEJNzc3Y8+ePXj66aexYsUKvPXWW1iwYAE2bNiARx55BKlUynBtV1cXHn/8caxduxavvvoqFi1ahFWrVuG222/T30UggubmZpSZgpTpomWi9+5N4sMPP8Ts2bOxa9cuvDh3LjLFOiBPmd3dD9yNnTt3Yu7cuVi6dClaWlqwcftGAMCy95eh4KPTV8UYyp49GTz11FNYsWIF3nzzTSxYsADdeTo3cVbBuTPbiebmZiSTSTz22GNYumqpUAy/8/Uk83AZdwrdfHMeDz74IDZv3oyOTipMI740fCzx8NGnH0W5XKY0lsu4/xHq2YhoEazeuFHU9QKA+++fiWw2K97h/PmL2PhS6NnHjhUqZvHJmk/w2GOPIZlM0vGyhVbhr8DGnTvFQl2xYitWrFiBp556Cm1tbfjb3+4VB01XoRurltMQ7ZrNa9DS0oKlS5di7ty52LlzJ9Zvpbth339vKRbj8wwTwIgRXbjjjo1499138cILL2Dr1n3seUl8uGqVYFBb927FrFmzsGrVKixatAivvEN3xPjzfmQJEcLozTc/QiqVwiOPPIINGzZgwYIF6OjIC7oJO4g3lafYyuVymD59OrZu3Yq1W2htnH17uwUzAYB9+4oGHG7bRvuqQRf2dnej1EvnKfFCAj09PeLav973VwBUGCX3pYQw2rKlHTNnzkRnZ6e4trU1LejOJul4d3ftxvLly/HMM89gz549dA0wphwPxtFTKopnPvzwbCxZsgTPPvsstm3bhttu+wgAsB6jMX7JDGzfSA2PV99+FcuXL8fbb7+Nl19+GcvXLBd0vvfW+2Ku29oKmDlzJlavXo3XXnsNr7/+Onbvzgq6W96ix3R0ZbqQTqfx0EMPYePGjXjxxRexgh3FtG/3PjzdeZbYnXbGGV145pkS7r//fuzYsQMvvPC2oDmZz0NjmyQ6ejosPKIjTTe2tG7dI+Zm+/YuA4+49toX8dhjdD09hO/isZdpv2VSxsMzH0ZHh/7cuS/OpePf04WeUknQ/fHHWwWPoDyHvpsIMoCWA2EV0re0bkFLSwvmz5+PzZs3Y+rUqUKYxKLVWIrPAQBWrSIYPTqDW2/9BAsWLMC6devQ0rJa0I1wGMEizVh+YvYTWLduHRYuXIhFixbhozUfibletWGDoLujoyB4xPPPP4/FixeL8/piSOOjpR8DAJatXoZyuYx7770Xu3btQiKRwI62HQCATRu2CZpTKQ13332veN/t7e14662VAKhRsW3PHkRYEdnWfa2GuWntpMfUVAQqsGHbdoHHxYtXoq2tzXAtH2M1urF5/TYAwK59uwSPuO+++1AqlfDhanrM0fL3lyMaKgjD9NVXl+CFF17Apk2b8OCDD2LhQqrkLMWJOPqlP6FrL+VFq9ZTHvHqq69i7dq1eOTJRwAAQQQRilQKupct2yx4xFtvvYUVK1Zg5052lBK6UMUU12QuKXjEc889h5aWFqxjteK0vIbHOr6IMgu5fulLFIetra2YPXs2li3bKOY6Qwh2b6HyaOFbC8V72bdvHx6f+bhQFLdv2iXm2sx7Zs7M4OmnKX/4G27AUwv1NI7du3cbruUGv7/kR3s6Leh+9dWl2LZtG6ZPn45CoYD77ntS0FwKBLD9U5qatG7rOrz88svYsGEDHn74YaTTaWxp3QIAWNLyET4Gzbl87z2CI49M4frrX8fq1asxa9YstLXlBN2L3/8AlUHqhPh4/cd48cUX8c4772DZsmWYPXs2WluNmCoWi4JHzJs3Dx988AFaWlrw3HPPYevWrZ70iMWLFwNEaosWLSKgezFdf9asWUMIIeTYY48lZ599NjG3Tz75hAAg999/v+U7VWttbSUjR44kw4YNIzt37vR0DyGEfP3rXyehUIgUi0Xba7LZLOnu7hY/b775JgFAPvzwQ8/99LUtWrKIYCoIpoKUyiX64Wc+QwhAFv5hCQEIGTfOdNOTT5Iv4g2CG4cTTAV5f8f7luee/tDpBFNB/rnqn4S88gohALlryJ8JQMg3vmEdx9DQHgIQcvS0UQRTQZ5f97zh+437NhJMBan4QwUhhJA5J/6RDMFOAhBSW0tIImF8XihYIgAhW0ecTs54+AyCqSBPrXzKcM07W98hmAoy8u6RhKxZQwhAYkgSgJANG4zPu+MOQgBCrsJjJDfjPvHO9vXuM1x329u3EUwFuXre1YR85zvkN7iFAIT8+MfG53V00OcBhGRDleShjx4imApy4cwLLe9m/H3jCaaC/GbGc+IegBBNo7/nzKHX/fzn9P9f4M+E/O53ZMIDEwimgsxbM8/wvOfXPU8wFeTEGScS8tvfklvwGwIQct11xn7nzCHE5ysTgJAxWE1+Mf0pgqkgn3/w85Yxnv3o2QRTQWatmEVIOEwqkCYAIZ9+arxuyhQ6xh/g74R897vkvMfPI5gK8ujyRw3XbejYQDAVJP7HOCEzZpDL8SQBCPH7KR45zYQQUllJn/kpRpJP3qe01f+53jLGiU9NJJgKct8H9xFy5JFkGLYSgJBZs9YbaDa8Y5QIrviafp/UtnZtJZgKEr41TMicOWQeLiEAIaecYumajBhBn/c+TiLdC54T+MkUMsb3s2gKwVSQ8/72QzaGsnKu58+n/5+E9wn53OfIH976A8FUkGuevcbwvHwxL/pqf2sB+RCfIQAhQ4fq1yhpRploUzWCqSCtqVbDM+967y6CqSBfn/11QpqayNV4iACE/OlPRpqXLaPPG4xdhAwaRP7x0T8IpoJcNPMiw3Uff/wxGXffOIKpIL+9Z7Yjxq++mv7/J0wm5C9/IcfeeyzBVJDXNr1meOaTK58kmApy5iNnEnLDDeSnuIsAhPzqV8YxPv203tcxWEV+/ODDBFNBzn/ifMscnjjjRMqbVs0leQTEfe3txutuvJF+/kvcRshNN5HPP/h5gqkgc9fMNVy3dOdSgqkgjX9pJOSOO8jFmKfEeKGgj7EN9WTxsvkEU0GO+OsRljHydThzxUxCGhpINToJQMi6dS7z/S3pPqmt2L2CYCrIwDsGEvLQQ+RRfJMAhJx7rqVrUlNDn7cGY8i2t+gYg7cESblcNr6fl24kmAoy8d5fOWL8iSfo/1/CK4ScdRaZvHAywVSQm16+yfC8jt4OgfH8yy+SRTiDAISMHetCc7hb3NeT7zE8c9ob0wimgnx//vcJ+fKXyUTMIQAhf/+7keY33ySMP64hZNQosTa+Mdsq5EbcNYJgKshtf3Hm401N9P+/4weEPPAAOezOwwimgnyw8wPrS++H9uGHHxLDiZ5HH300Hn74YXhpPGQ4ZMgQ7NxprT7d2kqtjMZG6zZyc+vu7sYFF1yArq4uvP32257u4W3YsGHI5/Po6emx5JHxFg6HDV64WCymvO5gtrZ9tMJtyB+Cjx2gKkKKGrXKVTlcPagEMvVAzTZ09HZYntuRoZ81VDQAITp98bK9Wz9dojsOa4NxIG8N/xmKngJoOmIZ2pZuwQ8wHaefbkzYz+WAPDvLrCpaQG2UFgg0P1MkwYarBc1xLY00iVvyCWRXdCgSR8gfQr6URzKXpHXBTM+sClUBoZyrK7oSafiD8JTz8ORMulmA56/JmwWamswu+ApPIUWEw6gC3aUnzws/J4xvTFiPMbjjzzuAb3nbnVmb60QvKm3pdgspymGHxIqj8DTOAkAr/vOTDebMAb76Vb0OWzW6kY81CBoJIdCkyoRWummfu3fru0L4cR08ikbg0+vDmUIP+xs+jkX1MEEyl9RD+VIfH7XE+jDX9uEWuchoVWWtMtyiolnTCLRCDCSYQiqXwuCYXmRTbJkPVQGhpCvG3UJrnZ2d4pmznh7YB7qHe8a4KqSYSOi1owBgDcZi9V/WAle4hJkqaxFEETGkkEYcXV1AfX3f6ZbDx4nlx2A+aCkbM8bPOku/pwpJ1MR1jJubqDQfqRUY70aNZb7ldjAwXi4bN4ZEKyhPLJQLyJVyRowzuhe/cXAwzv+vCFYgGFXnpKrXtV5BPpVLifB0X+j2OteAHq59+J/DFHQT3HKLpqa7UIMdyR3/0sR5g8I1ePBgXM0rCXpsJ5xwAhYtWoRkMmlQeN5//33xvVPLZrO4+OKLsX79erz66qs45phj+tT/pk2bEIlE/iVKVF9aKkPBLy8IV4Urn6fH3/RSLtPe2255Lv+MKlws6ZJ0AbAqXIQAqRIFe12IKVymHC6eMC+Um1BI5AqZF4GcXxCPFsVCNT9TbCWO6ApXjKQADLHkExiSTEP1iIfi6Mh0WJQP40Ltts15kBdqORAQsX+nHTjbP61x3CxgXKi1fRZG8hj7onhY6aYMaicOc2VQPEfBzKD43MRDcUx77gRbxnz22fo9caRQYsKoRGh+FU94B3SF26xwdXXpoWn1kTTq5Nq+CCM+NzXogi8cQSwUQzqfRjKXxMBKvSo+p7tzd1Uf5jos3qNF4WJ4qgxWIhiNGXJHymXA51PTTIgGkqkGginLM410Z23plgWwkzDKZrPi3W7f1BeMe8tTlOfaHeP2AlMYaNFaIBBATbFLKFxyk3cpIjRI0G1e2/J7nPbyBNAUCSvGP0cjrIgggxAKqInTkjzduW6USVk3lB3olnmuol73AWNc3mhUgy4EWUiRP0OWLxzjHbv6hnGxE9d0UgF/r240W9Y18VO6wxTjg2KDLHS7Jc17xTigv9utm+oUdGv2dBcp3f9Khcvnfolzu/TSS1EqlTCDnxgMmqT+8MMPY8KECYbTunt7e7F27Vq0t1OloVQq4YorrsB7772HZ555Bp///Odt+5HPROLt448/xnPPPYdzzz0XPt8Bk3JQ24AhdPHyHW30H6ZwsaN9zGUhkM9TD1cvFW7cm8UbIUR4veqj9XrSfKkLgDU58qmngDJoftDiD48AoPBwSUVP+RjtdgqZtxO7Jc1Xhat0D5cicTWRAB55hP79KL6FxEeHu1qtbmUhDDuZwvY7mUrlklAUj2xscNwsYF6odnTLO3r6xKCYgs2VX7nZMWbz3Hjdpcjx01DRgPWt9oyZM7wwsggjj2hFDYK+oIFOC90mxlxRoXtvLCcAAOJoD2fFwy15nP5djW4D3Wblla+lQfF6T3PNd5n1VfEAdK+t6ogSTSOIlOsNY+or3XbWv1lgjhgxQoxz5NCqPmHcle4+Y7wOgBrjBn7hgHGvXg8DxvdWwyzmzBjnNNRUUcWgTMqWJHcvCpca42qFfb+Sx5GDPxLVd/eaMc7oHlLtDePCqLAp+WJHMzcqOM0qjIeK/YNx81z3FnpFHcijGmMKuomg2zDfLpsF+qsdsJYyYcIEXHbZZbj55psxefJkzJgxA2effTa2bNmC22+/3XDtkiVLMHbsWJFY9vOf/xzPPfccLrjgAuzbtw9PPPGE4UduV1xxBS666CL84Q9/wAMPPICbbroJp556KioqKmyLpP4724cf0yRLlYerAlTTcgwpApaQYneuGyVCk6HrK+r1SvMlypnMbv3/+i/9/852qgB+sNImpCh5uOwYHgdsNboNiodduMUQUjQpXDy0to/x3z0YhEm3T4AvV6ek3bBQw2HbhSorHllCbBdqV7ZLbBaY+ktuGdH/zQVnD9T6NzNlyzlhbL5T+ZSlTpqZbjvvoyGkKCmaZuufM8D6inqMHtpjy5gNNAPQIpE+071q1TZxjfkEAA1loIcaFmZPrt1cZ7P0x0xzFL0II2+g204If/2rDcqNIW5zbVZmzDSHkUMQecMzzMfRaCiDEA2jDlOvb14eIR6OO2LcIIwcaF703iKx5f13/93wb8a4PtdEeimFUkEULt1fjJvp5niqr6jH6MEpbxj3+xEJVyLkD1noJnJBYwe61RgfYBgTb175mWGuAWeMs7V99eVGjB/suQZ0o8KK8RII0TCMlXXaXz7uFeP8+UFfENP+O6zAuNZnuvuzHRS30GOPPYYbb7wRjz/+OG644QYUCgU8//zz+OIXv+h4H6/RNX/+fHzzm9+0/Mjta1/7Gtrb23HnnXfiRz/6Ef75z3+iqakJS5cuxdixYw8GGQe1nfpFeoyAMqRIdIXLYAm6hBQ5uCqDlfS53MNVpFqLKrYuWoYqMu9+pPZw1bEt0U4Mz+Lpiao9PcocLlPxU8v4WH7L3s0eGJRDpXmZKVfU1BgWqszo+fOrwlW4fFIQc6q+I86FMx+vcTCFkYpBIVsjKlLLFmGhVNBr9eyvRZhXC6OGaAOmfGuzwcMlM2a5TAAAW7rlsiJmukeOPEFc19SkVwoPoIBxDa34yfe8WcFx6EJTnm9OczUri+Lo9WB9XHhmPeac1YzB2AMAqKszzjU3CNysf3PYXAMs893UBDzzjH7PWKxG4s8bMHaE2oPdV+vf7NUzY/y0L58GAIgGovjGZZWYE7ic7mwEcMQRBwfjqrC5StHkPC1XyglMA8ZQm1uYyasX14DxK9a6YpzTrGmaku50Pi1KqTitbXrKBf07iDzGDdqLb19OQ4pe5zqfNxoVhtAaYCinYqd8fPWcesyZcDsGgL2HBmeMu+Upcj6uMiqamoDHHtPvOQ6fING8C0c1qte211pzThg30CwZkJMuD2AOmsQYjzwSmDkzY49xh5Iv/dUOisIViURwxx13oLW1FdlsFkuWLMF5551nue7MM88EIQRTp04FQA+kJoTY/sjthhtuwPvvv4+Ojg4UCgXs2rXr/9tzFAFg/kvzAdgoXGW9TEJOcmgUegsoIGQbUjTkbwG6wlWg1zm69Vm1+e68c9K8nMOVTgMFvX6erYfLksOVlYRRIABomsXDZZff0tPu7PXgh3Z7UTw6e/QKxeYjQAybDwA0xV/BBXgZAPDf/23cLOBZGOXo/04JxU1NwE9/Sv/2oYRxwbVIzPFRj6WJblkYHayQooyhpi914x/4jvju+ON1xmyg2eejuTUKulO5lPAUmoXR4sXG81CD7Gy0f+IKLL/mHpz3BRtPj0kY+UBQpdF3Ic+3mGuWw+hFGNVH69E0ehV+i1sBAGee6X2uZZ5kVjzEPTDOt5yYvRyfwcTzMzQdQEG3fM5cX5RrnmdWLBdFsWUAeGw2lYQC45GXcCreAwDceut+YtyDUdHUBFxzDf3bhxLGhddjzpN6wWAZ43yeooEogv7g/oUU7YyKigY0fbEd9+DH4jv59A6DUcHmUEU3/zvkD1F+bkO33F7CBVh+w0NAZgUAB4yH6FzHkFYec2PxcHlUPpqOWIabcBcA4KKLvM212RtunmuVUQEAp1G9HhXowQqMx8SL8oKfua3t/QkpqgznhooGIBhEE+ZiHGj5kLvuAvbt+wcAumGCbwL6j/dwHWrWdv5F5wOQqswDSoVLzuPigBAhRZPCJS8oAELheiNHD9LL53WGYnHrs/MUo7U2SfOSwiW8GjAuBLuFasnhki0jTQPCYbSBMv1f/AIYPx4YNEgd+6+LeAgzSWNMpWAoAiov1IYhQ1AZrBTJrzKDMuTCMbrrQT/rMG0OPRjCSFYuj6DpdLgMz2D5sEswcaIuFN2Ekadwi0emjFAI34Qeun/9dZ0xm/MdBF1QC6OwP2wRRqNGfc7YN3uvDWgHQiElzfKY+VwDQI0iZ0+fa4Y/G7oJIRa6+Vy3m/al2M11sVw0KOxeFS7+/CokEUSR9h315tnzKowqQ5XKY26+9JUvATAaaA3M6yHTXSrpnmfPeYoOChcADKVHFOL7mI7lx/wXmpo0R4zzebPDeKmk99FXjP8XnhTfLVmy/xividTQ3bkOdJsxfuXXrrTQbKGbGRXVPgejwkXh6i30CmWb5/d6xbi8MWR/jAr+fN5ff2Cc08x3Z4q+efg4Wi8MQxnj/GgfOXfYLULTn+2QwtVPbe78uQDUHq5gMYMA2x8q53Fxpudj3ijzIrV4uMJhJDAR38Lj4ppVq2hu1HnnmTxI2RoAQP1hNknzPIcrHEYAJcSDdGDyQrB4uGyqj3OFiy+ShO9SvIpzAVDlaOVKYOtWdX7LuV+gIcW2XuMmCXPsX1YK5cUvL9TWffugaZoyn8mivIbDSmFEyIErXKWSUbHmz29Au8AEn1PZIrQII5uch2JRZyhuOQ8GDIXDCKKIGq3LQreZZkEX7IURHyOn+4MPpDOhYGLM4bBuBbswZUEXvAsj2TuYyqdELlN9lOY+elWuK4OV8Gt+C93CixuuFq47lTASAlhjxHugOx7qWw6XT/OJCvbyfD/5HFU03DAul2rZ35CiWfFwwrhK4eKhWzu65ZAl5z92O3HNGK9Bl/AeyfN9MDAu002I/nyO8Vfnv0r7dcI471tzMirYHzYYl3OZYqGYYa69GpB8BzJvBow7KFwGmtn7sfPiGiIVfcB4LBRTGhXyBgnet4xxni/Ox8s3AR3ycP0fa6d8gXqdVAoXcjlEaXksg8LV00sBVVGgC8oMVpVXZhqmGJJC+bbnhQsBXqzfhxJGDWahtaBLDhcTcLUhuvBkt77tbj2nkCKAablfwZykrGnAiBH6PcdgNRJ3b8cZJ6q9HuZwSwgFVPipRSczYzm0NuCww/R7YFyoBsuI0a0SwpkMxOGvfRVGL+M88ATOk06inkfAJIzY+/Zq/avCLRZh5DGkKPrW9hnGlUgALOqPt3A6EmSiThe8C6MBA0aK60olfcycbv7u0/m0YbOAUhgRq9fDa0IxXzfRQBTRYNTg6XETRpqmKfO4DHQzr0cPaAmWb3yDenETCUkYEav17zVP0W6zALf+xT0musd+jua2yh4uFcb7IowMBlo4jDdwBgDqXechaeDgY5zTXOGjJRz6gnEfCOp9XYZxJRLA//4v/ftFXIBE/isADkzhSiZ1b3s9OqgH+VKai9zR22HwHonzIz17cbsAvx/w+9UYlwxITdP65LGvCFYg4KMeANkoNadIJDARG0BTeL73PX2uDV49gPatMCoIIY4eLtkAN2PczqhQpdnIa/tb3/qWkWaWmnBI4fo/1lqWtgCAsiyEncKV7qEKV2WJLijzjh4VuNZjtO3W/sEDqZJzPZrx0mN0QbkVPhUCLmhVuJw8XDypFDAlzQNYXzoSqq3Zu+mJEtBQxnKcgIkX5ZVM2Xy2nmBQAWqaqxhULTqxlw3eSQjLlpGKQT0pohEEp+FdJFqGeFK4Ei2NuBQJ8d3atdTzmEj03fp3C7fwv2P+XhG2ctvVwz09AAyhB757lNUtRhdqMan7ISQS3oXRGhwNAHj55YBQPDo7dYZah30iIZ17j2TGrPZwUbpVSfNu4RZ51xofozzXfFyJBPDxx/TvG3EXEls+a6DNQLcsjEC9uB+B7grgXtxJk4AFC+j19VwYyR4ul/wWt80CbgrXe8tpvpYwKmw8XHPm0N85hDEey5F4e4CSZvNuvcSHI/AtKST9ySfOGFcJ4b5ivDaQEte5hRS5hwsAGnxWjO/dy65HPSa1NlOMKxKpVRj/lCkeTz5pVa4r/FlEkQXCYbz3Kp2DXCln8B6pMF7t5sVl16nyFC3GuA0/SySAjRvp39fiQSQ2HG+7WcAw1/ODmIQEekGLmm7fbp1rpYdLmutcKSc8zW6bBbxiXCiaCrrb24F58+YBAJ57jn7dTuopxl+vOaRw/V9qQ0fQJAY7D1cFK75ryOHK0OmIM4XLvKPHAq5gEKOx3nbbc9se+vkAtKE2RkN1ct0SQBFS5B4uhTJj54omIIaaMIYdXABGh7Yox3j44fTvWnQigBIQCmFAhTWkKC8wvpMJAKr9PZYxygu1im1NVoUeLO9SYREmEsC114oRYyWOx6Rfj8W7r9UIOktl6v4yC6Npj4xgNGvse73gosr6V3k9nKx/Jc1szvrs4QJ91+3tqt2jGjSUccst3hSuxPYTcSf+m9GsCcWDK67VwR6hFPo0n/Cs2oZSvYYUNQ3w+9XCyGGuCwUaUuNCmG9i2YyRmJS40qBoyta/IdwCYFr+ZnBvJqWdDol7AQzWv0oYFXMolAsGun0gqA72OtPtIIwqGiiTcfJwJRLATTfxOxjGbxqO99+kNMtznS1mBe+oidRg2pOjld51O4w3RK1GhaEGFxujaq6F59rnrHCVyiWRlyrXKmzQdCGs3CHdF4y3fh734UcAaD0qjnG+I7Uh2C3GePoppwuj2xXjZRcvrhfFo8KK8c5O6mHmGOdeuE9xFCbNbEIiAWWBXzlSMe0WzZafWUKKwaCjAQmAhj35ZgGtvN90u3m4JkyYgEQC+PWv6dcEPorxHwzAR4trLDT3dzukcPVT291O3Td9CilyhcsfFvVgZKZsAZemYYr/D7b1ddr20s8GoA3VrIoyYAwB2nm4av0U1E4erkggIuiTPWdmJjpl0P3Krdm88keDZP2rFuqenj3ieeFAWGdQ/pRhXIBxofYUJAEGFwalyHkwM2Z+NMtf/1wjPuPP7C30CuutJlKD9dsitp5HRw9XxpswkudFCCO/Loy4spsv5UW4rlAqCGXYYP2Xqanf3m6zexQ+rFvnTRhNe/8CpRD+29/o//VBHr8yej3k+ebPNFr/1nCLuRo1pHw9VX6LPNcVyCDizwu61XNNhbBKGJnppl5c4y4QQnQvisH6V3i4VMIIcPbiysKIj1Feh7s6dwGwz28B7DH+97soXel8WuCa0+zTfIiFYli/s3L/MH4AIcUan67MqNa17G2XaxU2EJ3u/cY4835N+/hrSoxPn07/r/ezMYbD2LZtm9Kzp8J4DdlnoNVAt0LxUGJc4ekpl+lznDCuqjcnY3z9etjOtXmjADTNEePxUJxuZLIxKghxwbgkv1TeaxnjW7dutcX4P+6tMdD5r2iHFK5+amWmtfdF4UpnadgvFi4rPR4WJQFAU/QlzEET6mtofwMH6tueeXH+AWiDPxK1MOVSuSQWmMXDpVC4VEmm5jwuQohxlyKApgFv46+4QTyH76Tk5dNk658z5a5sFwolqjC1pmh8a0hsiOE91vjogGwZlCkRVqW8qrweXFjYla7YsCaMaCAqxin/DvgCqAhWYPQReVvPo1N+i8yguJdPZqKO4RafrszEQjFLuI5b/hpYCEF4uHQGpawcjTLGjHEWRhwH6/c1KBnz1q307/qALjANdEtzsztNjZVBlYO8e7jMcy29R5WHCwAaQvR9dXTYzbV3RXN0aAugmO9qlgsuMB4MinH0FHqEMszXZDwUh9/n1+kxKVzms/X4dfz4FP7uACBVSlnoNitcdhj/dFW1+J8r/pzm6nA1fJoPo4dn9wvjMk/b27PXOEY3jGu6MsN5Vr6UFx52PtdV4SpqtPK+ie7F3V+MC+W6e5AS4zt20L/r/fqu2aCNt0dgPDZIn2uGcWWtOUXpCjeMh1AQm58OFOOjR8N1rnnemjyOjoyeu8ZlhLxBAtDTVzit6bReyd4N4+byPmY+HgwGbTG+eQ2l2Rz16c92SOHqp+aPUGFnl8OlDClm6T2V0ZJSAFs8XIkEkMmgCXPxE//fAQBf+5q+7bltG334ALQBJ5yA2jLtnwNfXlyWHC7TjplEAnjjDfr3LfgdEhuOp/eZttZmihlhEcsL6yrMFH3xrdkGpsyuq4vWid0ofDG1ptlB6PFG/QEAarq30DG+9bF4tiyEB77xBjB+PIbspkJrV2qXuM4ph6unh4aW7I6tUDFm89bxKTcmldWef/c779b/ziQ9FH5o1VA6AQsWKBOphYerlx0if8MN8M2dJw5G5s/hz66L1hmEuiyEldXR4cOUKR4VjwH7lIx5MDvlp8HP7uUeLpNhQQgxzjfLwRAK18rtet/sUTXootbA+PFoXPYpAB0zgNr6B3RvW0eH3Vy7C2GO8SmD7gcUXtxRo+j/9eiguxl9PmXumjAq4syoWLaM0pai9HYtpGfTms/WwzPPAIkEGmN0bcgY7yFUkNnlKRKiPo5G0wiOHh0Q4Vm+ts1zPeWHe5Xe9cmTaU4OoM7hkjG+K03HOzTOMP7uu/pc7yuJ63SMM/q++13Enl8oxsjpthhSHOOlPYLuA8Z4XZsS4wNYEKHBt0/03dDQYNmxlylkxDMb443ASy/R53O6P9qk982GUYMuYOdOivFVWwDYYLzChPFQWtDtxM+cNoZUh6vpO2OhV954JMW8M1MeR76UF7lrfLzCcF5F6/TV9FD+1PXCuwaaQ8ghgiw9/80G46r5liMVDQ0NthgfM0I3Kv5VXq5DClc/tV17KCj6FFLMMQ9XtKx0QxsEBw/Isy10gzpWAwB2f8TAmEgYPFxYuRK126g1yRko/x0LxWidJ0D3cLFdPZ2deldcOdyG4Zg0axISCViO9+FuYw2afsAxs1r9PrpYucJhUbhCIfh9fpHXwxcTX2BD4kPoYH7/ewB6mKn74QSQSKBQ0GuZ1aALGkuwGDpzvuE58nuVcx6q0S3yCdSMuSSOinBSuACg6aslzEETBoG+89paOvQvfcm6kwmwUbhSTOH6dC+dgM5OVCEpmF7XzBfo77dpob+aMmP0W7YAkyZhaLHCQLdd4VxZ4WpqoknU/GjSMViHxPG/w8SJ3pLHp5zXohTCvABovU+3/gFYhNG+zD5hbQ5+tYXSDUkYvbNSJEZ1baWfiRIhK1ei8abfGWgG7OvXcW+b/VxTIcw9tXK4hf8t5nvA27gVvxY0cy8uX/LyXMu5a2aMN8Yb6Y133mmk+86HgEQCXU9S4czP1kNHBzBpEho30cUuC+G2njYL3Xyus1m6nq3H0fQB4xdmqXed7XIdMIAOnR+JGw0WUIGMozdTGBVrd9K5TiZ1oyLvR/apebTvlrUAgFq+23PjRopxjYbX+Fqxw3i9CeP//KdO81isRuLkP3nH+BlvKjF+Kj1cRLwPhEJYtWqVhZfzOYoEIqh+4TVxBpuY64XvC4x370rr3xFCMf4/9Cg7JcZNXtx6yYvryM9MmwXkSEVNpIbyhUE/wuHYQsce0SMplpAi6GkoIi2GrW0Lxu+7z0j3H5opxme/Kj7XABqXnzQJjds7De9PfrZdDteKFatsMT51ir7j85DC9R/eBg+jJn2fQoo5qvRUVlhDioQQIzMxBaYHg4Jw9yf0mtyUPyIJKigGoA0gBLWsL+7hsuRvSWOsZdvwOzu9xf75s+S8I15wFOEwfCAYEKcumT3U2DQqXGzLs6BPop1b/42xRsNgxEJFLXDLLYYQhBDChGAoS3XgTNlyCLg0xvoKOsaODsqY+YEJfhQxDiuReCytZMyqnUxNmItb8VsAlBnLXr3KUF7sZFLRLI936OwFgmYfiNiS3nXHA/T3ArojlodieFLJ0I17Dc+xKB5+P6BpljDTOefoLv0PcBImHrbUQJuT9d904nbMQRPCPhoOHjmS8tYhzKgV1r+NEOZMuT5aj/Ctf1TMdQ3N1AXQtaPH8B0IwRC2byCdT1vCTBZhxHJtuBC+8Uawd1ymc/3TN5VzbTnOCADCYXwDTwGgwmjZMoUXl/ULwJLjYhBGThi/8yEjzQCgaWic96rhOYQQ9LIjxGQPVyV6EA4UDXSffDL9OoACpXt2uU8Y/7n/bgDABReYaI72iOvkcSgx/sRzguY4UnrV9Vvvob/fWG6km2G8cTudB664qTzXACwY58pRwFfCSozDxCPo81W1BTlvExg/YRPmoAkBjY7xqKMoxtkeHZEvhnAY55xzjmWzgDzX2i23OGO8vWihm2N8d3q32LSjykkF9AR+Ptff+x792ocSnetfLTHMNce15TgjAE31b2IOmAFUo0dSzPX1AEDTNMvmEM8Yv/cJI830gWh88R3DczKFjPCeqXYgl0rAhAnnoqkJOO44+nUQeYzzfSKUxX/1TsVDClc/tdXrqMdJVWne1sOVZwpXlFhCiul8Wuxiqq+otwTkB4PGtfdkqMbevoEyCT+KQhDX8hCUycMl8rcAZc6MU+zfHFI0Fz2V6R4UpwKAJxLbCaMBlWynIrPQedhhSHyIYTA7QHeC/g3XY/yKx4TVWoVu+CXXdyNLbeJMOZVPGd+lRHd9BR0jt9r4lDXjeno0yyS6ZLwIIwBoBB37zp0mmlk/ZsWjp9AjKkbz8Tau22WYAJHjspnNYwdjjDKDIgRDW9OG56g2XagSqXcxw7kqkkMMPcqikDwvw04In1a3BgCt5yULYTl5HLCGmQzhRGmuDcJoHS2o2lWosNAdywNxttOQM2bbcAvztvG5ZmXb8PUBr9G5Pm2vhW7AeJwR934hHMYQZvRkMnq+oyrcAsAijLji0Rizo7saWLdOePXMc924rtVAczqfRr6cN/SFUAgagPpK3aiQ2zO4DMsDJ/UZ40NL2ygNZoxHekS/gFHh4se3CYyv2S5o9oHomyQ+pQ8zHF0l0T10b6/h/VmSqBVeXEDH+JB4D3wgSozzZofxE2op3f/7v0ZPT73ksX/qqacsyrUwIF0wTgjQVYpb6B7YA/jKVPHneZ6qnFRANyr42Hho//v1cyjGzzQqk+a5DvqCutNAwviePbqn3oBxiY+bZZiYa1u6Gca3pSw0gxAM+ZTKOLGu2drxa359HYZCCCOPWITy98cffxGAfkTdApyH5bVnC2XxkML1f6QddTSt09KnshAFCtZYTAereUFFA1FUBCssAflB7DDe3RgMQoC24Z8DQBeBjwkHoXAxi81yrI80xtqyvqXYKfZvTpo3W4PyMwdWOihckjCy83ANiQ0Rg0lgIp7AtwAAZQSwkhyHn/yE3m9YqIDBwyV7t8S7lMZYH+k1jI0z5qHYabjOszBi9/Hn6NZ/r+G6qnCVKD7Y0duBQqkgEoqHDjxSTEACE7EblGv+F5mJyZOBJ8k3AAAP4lokwDiJpqExMkDQLb9PbnEDUCZSc8HZWGX0UKgqUlvmm9MdbDM8S1UcEbAqHobwsQQ8gzAaMwazZ7O/ATRhjpHuPB0DV95sk+aZt42Pjc9Ro3+Pkm4+x9yoEGfrsWsrkEF1NC+eZak87tXDJdG9C9Q1eAd+gfH4GC9Vf93wPjjNQwYdKZ4je8MjgYgF4w2V1Mozz/dQ7DSsQzPd3KiyGBVkh+H96QpX2tgvW9f5Uh7pfBpd2S5xXFLj4NEGjKdZvaevYD4mTwbm4ysAgLtwk2GuhwYbDO/PgnF2CoAtxuPGXbPybj3u4REbQ6TTOABgaKTD8CxBd7lNXHf99dfbYzzmjPFZs4AyqNf/XCwQdAeIhkEs/cTVqGA5kxaMa62G60QOFwufyuFEjTP/cJhuwPKVQQhVunp79VxSMx83h1K54WzGOD/27be4FePxMV6pajK8DwB0XTccYUuzPEYAaIjRQV1wAd0K7xXj/d0OKVz91FauoXk1fQopFuj3lZXA4TWHAwA+3UeTgC0uY1NAnucKZUkEySTQ9g26K3AAq7EETdNDilmjciSqzAN6DldJtyydYv/mHK5t3dTqG1Y9zEL3wArKgJUhRdkyMrngDV4PNhhLhX0JytsxjBa3w0S6UJnClS1m0ZntVO72FApARE8yBSTGjF2GsKetwsVyIRAIAD6f8HDt3UutLIswYv3KLvj23nbsTu8GAUHQF8SAX94CEIIEmjAJCWRBMbW5MBR33AF0lakV3IohmIQEEmii1v/5l1EaeEjRzJQBg4erq4tarULJrDIKo2ggKpRCV89egOLRLITrJWEEWK1gg/UvAa8FEwSNh+96F5ddBvAyDGsx1kB342Caqe4qjEw1qYQw8u02XMeFERdClrP1ZLpresSzLJXHHTxcfKxDq4YKuhOYiKdBFawSAliZG4U/t10DgIZ6KcYpzUN+PhUAVWZkjDdUNOhjFPWwesSclEp6AWI3YWTekWo2KiyKB8sf4v1WBCsEP2zvbRc010XrEP3tNEHzJCRQAL1nY34Y7rgDSJWpArYTQ40YP+sS+rkpbG7w4iqMCjHXlfquR5nmMikjnU8b6LZgPNRmeJZQrot7BN3Nzc1WA1LBzwBgKaiRvBZH4/Bd7+KqqyDaJzjOiPG6EbRvk7fH4uGyMyoYX7IomlkrxkULh+FHGYNrqDLT2qq/z2CgjBjSRqPClBYjMB43Yvx50DksIYAV2VG4p4OeP/k+JggeDkLQ+JP/AUCdEPlS3uqxl+muoMLukUeeRzKpH191SOH6P9rcCp8qQ4pF+n0sBhzdQKt1r22nyaIWcPHs5krKiCpGDEBVBfWb7tkDtI35AgCmcLEs3tpJFMhc4eILgBcbBaCHFEt0hXZ10a4mT6Zfazy/hcX+zSHFzV2bAQCHVx9uoXtglGo+nkOKzLtn8Ho0NQEzZigr7PMmitshgcTwGxF5OiEW/67ULmv+lkR3Q5jl/XRQYcmVQ/NCNR/ua8egGtCOYJCIyvqC5rBeM4s3mTFzATIkPgS+SZcCc+ZgWuAWQ/FB82+6i6iEW8J/ABIJDD3zqwCkkGJGzaBq0QlNo0x/3z5ZGBkVLlVFalvPnp8KFYuHi9X80hmjmikPiQ0RGE8Er8CPcL+gdWtbJeQm6I78ke5mGjne8CxbYUT05FpACjPBaP270ixd2xinnL21Vao8HinRfD2FMFJ6uJqagL/+VXFsl+5mLsPPMD4HicktCE+63IBxS4hJpjuih8337KFKl99PqJfcg8Jl58Xt7qabVuwULsCYsyfyt+JDxVxP89/qDeMRhvEvXAjAIWzO+ucKV08P5bnCqKjoNNASCUTEznIeOjdvkBB0M6PComiWdIXr2muvtXp6VBgPXIb/xp2CVleMDztGPKtYLoq5sYRSNbXCNaTcR4+9dO2Q6l7xLKFkxvN0hvqC8dtuwzRMgbGcio7xblRTHt5AzxGqv/RbCPqox3J3erdVuZbpZikbJ554rpif6soiKtF7SOH6v9g2b6OKR5/KQjCFqzKmYUz9GADUY9Rb6FUrCU1NwGmn0b9//3sMGsrAuFuvwTUQe4FTTgGWL0ft56gSxj1ba9ppng1X7uQx1hbpA7q6aAL10KGsy+rXaez/DLqQRdI8Uzy2dG0BABxRe4TlmYMilHH1JaSYyqWEpSm2Ezc1KSvsy41vYb6l5k5g4kTqOQBlzJY8D2mM9UFd4dq9m9IeCBD6HqUxcqWQCw0enjUzKB8IhjRQN8euXQphZEO32L0V5y++CesxxlbJ1On2Yx3GGGm228HF+vejjLoqPZFaePUquixj5PTty+xDMpcUwojXyBHCSDMqXMLDVTSG68yeHksJkKYmTAve6jjXZrr5vbtSu5Ar5gR+LB6usl6bCZAUzfIOw3XmukfydnnRuDCKJcWzZGEkXyOPpT1D85kMwggALr7Y0aigNNMCjrcsmGC4VzYqzHMN6Mq+PNeD6/I071EaIy8rwr3WFowHArTYLFKIVZYF3QLjgS4L3SqMy3O9XvOIceKMcfParkISgQA1Kjo6pLmOGBUumb7OTCd2pXahTMrwa/ruad2ooK7BnTtN4eO8rrA/8cQTFk+PEuP+W/YL462pVkMhUPMY66WCr4BEd2m74TpzrUJz2RP52sYqq1HBQ3h2IcVcMSfoF3Sffz7WYzTs1RCNKpmVtwMTJ0LTNFE2pTXVqjYqOMaZF3fhwmV6OLHeOsbBlUaM93c7pHD1U4vVxAD0MaRYoh9Wxn1oqGhAXbQOBAQbOjaohSVAt0QBQDYrEiJlhWsA2sQ14hgVtqi4wnXMgGP05/GQYoFqReUyrf2zna3PYX6jZWTO4eIKFw+JytcODOsKVy5HnwvYJ1u297YL5hQLxcThpYhEMAXTDFuzVY1Xjwb0Rb4ztdPRMpJrM/GFOqShYEisBYCxDbRq65o2+g7XddCORtaOtNDdOIAK3J07JWEkHf+holskUXPmBGD04G5XpqyhhDGj6TVcWUvmkkjn085ejyrqHW1vl6z/qF5PiLfh1cMBAJs6Nwnv6+DYYKv1z/J6du6kGNrHHlVf2G3oVy50WywXjdY/a+uzw12FMC9cKd+7K7VLzLVP8+lj5DQzhYvXpOLnR5oVriNqqPHQ1tuG7mw3NnXSOkmHVR2mD4DPNQtRGRQPnsVvk1DcnesWuUyC7kjE1agAqNfLjHGDh0sVNlcoXEMbcgY6AB3jq9tWA9AxfmQdzRfjmy4AoHEg3S1nwDhXuFwwLowKqOu4mZuGEsYcrRnubU21olQu2a5tDUBDDTUq5LXdGNZ3FPLG53VT5ybBI4+qO0qUORAY9+lGRW+vfixUPSuyilAIX/rSlyxhc4PHnrX1+SMOGOPV4WoR8ld5cQsFXS40FrcZaOH8ekvXFhRKBWeMxyl+ZIzzjRhKD1emQxQrDflDulLoAeMEfqzbGRP/uxoVAuNs92L9GB3jdRkDHQAwdgDj42ye+7sdUrj6qXWmqQLSp5BimV4bq/JB0zRDWNESFuFNoXDt2aNWuLgysLptNQqlAjZ0bACgg04eYySfFMPt6pIULhiFkXkbtaPCFewU4+OWkc9HDNWEAT3E2d7bbszpkZ7XhLmYgyZE2G0sN9bQZAbFGfPO5E61t9CUZGpQPBTCiCupG/ZtQL6Ux6q9tIjfcQOPszyzsY7e79X678h0GPMdWJsycaWl+KCR3hII/KLuTDwcF4UhZbqVXg+mFMh0N4ZNWzUBHDeA0rdq7yqhbHLBbKCZUC7X2qqf5QYYrX/AuEN2X2af1foHMLpypyNTpnT7BN0qplwbqTWUKQGAhiIVAh0dVPnnNdyGFI3Wf3WkWgi4Ne1rhAJy7IBjrXRHuwTdwuNRqbD+JWHEPT21kVpEg4wxeDQq+OYVQBfgshA2bJDgdCuMCpUw4hhf074GuWJOKNgqjA8dqDAqfFaFXfb2GAr7sjblwqV9wvig2CD4NB9KpIS9PXttvbiAjVERNOYUyvSt3LtSx7iCR/I8KHldh8MEldA3m3zyySdC6eU7kFU8bXR02/5hPL3LNjcTMBoVPFcvGATqc8YcrmFVwxALxVAsF/Hpvk8dMT6kQuHFrbDiR1Y0ZQNS5BQaMG5P95jhupBUGhUqDxczKjZv7tYxXmPcBCTTx+nt73ZI4eqnRnyUSfalLES6TOOMlVU0MZuHFdd1rDsoHq5xg8Yh5A9hX2YfXtn0CgrlAiqDlRhWJSW4MwshUfgKSiVKwznnAMuX06+Hw2gZyblM2WJWCEyVwjUoQFfn3r2SZRTPU++Rwgpu622zVicGaCgjEEAT5uLic6gwY7UDRTMzKKFwSR4uladnQxft+8UXgeuvZ/cqXNGHVR0mGNQbW95Ad64bAV8AYxrGWOgeWk8n+fXXgYUL6Ve3rbyIJoS6Wf+SMGo6vQ1z0IRjKzaLz3g9IZ+P0Nw6/2WYOMkvvpdDLk5Jpnm2bfqKK4APPqB/N4as1j8XRqv2rhJWoUrhGlzcAU0jKBb1M+YAggnlxQa6A76AwJCcSC1b/1PGPmOreAR8rJ7QWfeIrd4i3JJudd4gwcKbPT3AJlbcu7oaqMxbw0xC+WjTFS6DZ5gLIxaikoVRg8r6l3YpWsKJABCJCKOCpx/Um2wtefMKAFGJWw63qOZ68z4aJnrmGVHuCUNrei00H1l3JEL+EHoLvXhl0ysolouoClcZ+QXHeANVuBYsAN6nRfFx8ydXecO4ZFQ0nbILc9CEo2M7xGe8kKqfYzz+bTHXAV+AHgEFYHtyu/HgahPdpEzxc8EFwBrm0OCbO/YH49yL29kJzJxJv8rlgBP4hp1QCHV1dagO6ycL7EzuFOkXMk+bMvIJW4wHOcYv+ocF47JyrcxJlSrsC4/9EAJf0Rjmlg182ahQYZynGhhCinzXtQrjGReMa5ciErHSTU8A8GPK93aJz+Rq83Y5qQCwvZN6xRYuHM5rCGNotXHXLKCn0+xO7xbY6c92SOHqp1YgVIL1qSxEmYUUq6lbWPZw8QUgCyLaga5wDaJ8x9bDFfKHMH4QTSh+fMXjAKjlpsk1H8JhsVNInCr/qSh9hGGlLQZaBlYOBEAZKLcGK4OVSqtjoF9XuPj4GmJW75HMlFUCWKZ7zIgsJ1/vTstjHFai+ernBINSKR5mizCBibh9Dd0xQ4huBYs5ksaoaZpgRs988gwAYHT9aD3sIF3fyITZ3Ln6s7b31tOE0NV6/pzS+peEEWdQK4+/EsNpZE8wvF//sJPm1lUsMLwmzuC2dm0V+VYqupduoEpPsajXrFmxZ6CFbtn655hUWf/BfA/q6uiDfv1r8db0zQwL9KRgPp4NHRtElXlZGDWNXI45aMLwWmq1VlToyseb33mU0j1Gt1BVHi4VHl/LfF58dAmddlqgNWfFpAghuwkjpqRu2AD88Y/0q1dWDqYC2MbDZdihaHpeE+biv5roeLhy7fcDES1HhfDvV1uFcHqXWtFkc333qi8BoKFenk/ZmTR6/wCqzHCj7+lPngZA59/MLwCgsY4uwMcf11/f5swgOtcfHykul70eTkL4k89/D3GWQcBrmv3pJzvpXFe/Drnx97a6bbXx4GoT3au3UMwVCnph3w/3HGah+/iBxwMwYVyhcFUX2gUfV2J8fhChUIjuQGbj4Z7wSCBiyPdsGvYB5qAJQ2spg4jHdda+7Jt3UrqPXS+uV2Jc4eF6p+cEAPSopcsvp18NGUQs18k0rtq7SoSPnYyK1av1Q+nnfXyEPcZ71R57TmATmYOLL6JjOvFE/etxgTVIYCImnq97JYQX18Gzl8BEPLBiAgAacuc8cm9nwEJzPBwXaRL/Ci/XIYWrn1pPjrovbUOKTKMXHi5C0MNqz8SqjR6ud7e/i7e2vgUAuOCoC4wd9cHDBQAnNZ4EAJi3dh4AEyMBgFBI2h2l8aGJNqy42UDLoNggDKsahjIpC6Z8RO0RSqY8QKPCKJ+nJ3MAUrKlYpditpgVZTG4ZWOme8wwyqCef55+fNhhQPb4k7Acn8G44R+Ky/lCd7IIzbvCeFv+adxAB2+cGSXW0mM4DO536fqh1T2WZ4pdRy/pHMbNwyXPNa+czBXhYw9PG68x0b1izwoANA3VUHeN0a2yrP++5mwDHQBw7EBK467ULry/k7oyVEwZuRxqahzo/rOVMa/cu1L8b/AMMyH83LfmUBo0XdEcG99hoZsz5d5Cr8hFMVvBCUzEpaWnBd08ZB4IEF3jVOR6vLHlDXRmO+nhzfWjLXRzhWvPHl2Z6egJUwHcdrpOMxMSnZlObE/Szg2Kh98v4uRjj6BrZAHTpU87DcgMH0OF8Ln6O1aFW8x022H8rdXGyuy88bnl/IKHlM10D63rhbmJuZ57vPhMYDzjjHEtp2P8k0/o7+OGJw3X8MYx/vHujwFIB1eb6FZh/C8bLjHQAehGxYaODQKTKoxr+ZzYTKSk+1YN27bRiIAZ44bQGqOpCXPx5Hdfpc8g1Ij0+4FRUSvG+Vzv7dkr6vWpMH5lSriXBcZJWZp/hcL1/PrnkS/lURGsEMqIfG1jhHqCNm/W1+HedJRivFU3Yrx4uETfR9E1t4KyKXzlK8Dy+OmYiHlKuvcH46980mihGdDn9pDC9R/cfEH6apUKF4BlS2lSyzvvAOPHA4mni0iDukEraymz4B6ubd3bQEAwYegEjKgZYexIEsI8LPLCC7og/j6mI7HrFHH5SUOpwsWrmasULqfdUYPyxvwWADh1GDW9Z62aBcAUTpSujZbSwmrlFuHHW2ssllFlsFLs7lyycwkAew/X0ayqKc+/GT8ewt019jOfEZfzhbq9ezvWd1BLkXvn+Bjt6G5PGpNleTumgS5U7oo25LZI1/MkU3Mj8GPd7hrxP98VtmrvKuxI7jCMW6ZZVrh4O26YszB6YcMLAKiC7PfpIUdOt7wdm7f1qSEGOgAqzEZUUwxyRq+y/pHLYeTIqJVoMLo36P1xhsmFka03M74LPp8+14MGAbVal4XuimCF8B6s2Es5uNkKNhsVvO3cAcN1vHEaP9hF460ja0fq+VbStUP8exUUs91W664Qn3ABTECwbPcyAPZGxdgRVJnhB0Ifdxx0l66LMDJ79uwwvrtLL+AqNy6MUnmKYTuMq4wKSp8f63bFxf88/Ld893LsSdNwl8rrocL4sY2dxmtY4/e/+OmLAPR1JI/RDuPreqwersZ4I2oiNSiRkljbqp3cyOXQaJoy3gj8WLcOOOUUynstGI+pMX5sHU2h4HWjjjwSCLEiwzLdAyoHwK/5USZlfNJGNVLzXNspHhs3S+9BMnT5XHOMj20Yq+c9SnQ38rw3Q2MYX/FV8QkfTzKXFDzXnIvL29iR1C3anxjf1VVp6RfQ+fh/hMKVy+Xwy1/+Eo2NjYhGo5gwYQJeeeUVT/e+8cYb0DRN+dPS0nJQ+/pXt2SGCkBVWYgEJuKPt1P3JjuPFJO+HkQPWA4XCymOrB2p7zoBcNkxl1k7YmBMfDJGhDDktgGjMGnBdfwsVJzYeKLhe0M4CAD8ftudI8Eggb9gzWfiChffWmuowSVfm8vxsmEihyuZDVLLqP2L4nJN03DKYZRRfdhKvVSGhSrRPXpQt+HjceMgFurrixeLz7kV3dbbhm3d21AXrcMXhn9BvzEUsqV7eL012RIwWb2wF0afbK6wPBNgCaGNujJ2+ojT0RhvRGu6Fb0FKmS9CKNAABg1sNt4DWuc7g376AaJq46/yvC9TrcqMZtYlGEzndXhaqOAk+Y6k9mgIpvSPUZn+nwn1IJPqQvHbq4jpR6MGqV/PHYslEwZ0AXa3DVzAQCj6yRvlINRkZR1Y4WHizfz3MtGhaoR+LEuqQvZoD+Izw75LADde2RH99jDjAr78cdDSTdXVHckd2DlHirYDbtmHTDu09Rzbabz+EHHG/7n12/YGoKqaShhzDBdGTv3yHNRE6nBp/s+1Qv7Vkp1AG0wXlUFHBZ3xjgX6lcef6VxEA4YHxS05ilqmmbA+PDq4agMSXWxJIyrPFyC7jHA3LkUf14xXufvFpEKwB7jPs0n1l1iDWXuBo+rA8a7u9lnwaB+Sj28Y3yAX53rRODHui598HXROhxVR09ceXbdswBMdEu7XLlRwdvxxxE1xtm6Xtu+Flu7t8Kn+YwGvgPGNRt+9h/l4br66qtx55134sorr8Tdd98Nv9+PCy+8EO+8847nZ9xwww14/PHHDT9HHXVUv/T1L2tMT1J5uKZhiig0CfBzWAn4dMTqKPMK+oM4slbPf7j0mEut/TAwTnv/fMvxO4BUj4olx45tGIvKoM48LIsKwJTQn0SNH7kddaQ69s8VLt7sPFyJbSeKQqJ6s1r/AHDneXdCkyxSO4uwyt8jDkYGjArXpVKp5oaKBlE0DwCuP+l6CxPlO2bM7zGT93kSRiqFK4GJ+OljnzMTrSeEfkPPy4gEIvjVab8S/1eHq41jlISR/B79fuD5N2LGa1iTFbagL4gbT7nRMkZKtxU8uTJThlcY16JMpyoHkLfDGk3KPKy7zADgxyf9GBo0kWNmN9fIZnGsFLV1Urg4Y+8p9CASiODaz15rGKMtU9agHx0jWf+DKgcZcm4snmGO8U0nKNehhhLG1BrBf8PJ9DQInndkJ4SH16ZErhBgb/1zAVwmZRAQXHbMZRhVL2moEsbNLV/007ne+wXD52aMq8LmCUzEzY8eDXMTGP+OXuOoOlKNGyfcKP4fEh9i9KJIc83PTwRobuHcN+uM17AmY7wiWIEfn/RjyxjtML4116hc2zyPC7Cfa+RywtsqNxnjP/zhDwEA159Md+D0F8arwlW4apxkTHnBuInmkbUjDaFYO7rnrbfKDE73mDrdw6tpmmeMj25MG9bNcUcX9VwWhYerWKYJxtd85hqjR9wJ4yWG8Z0TDJ//xyhcS5YswVNPPYXbbrsNd9xxB6677jq8/vrrGDFiBCbz0uQe2umnn46rrrrK8NPQ0GC45mD19a9qmQJNzjIoXOxomPUYbagaDRirSFfE9ZAP3/WmDCcCAozruwdZDpgWz5bqUfl9fmFZh/whowXMWlPFy5iDJowbkzMsgs8cX9L/kRbr+EHjEQ3o4RWVwpXARExaMUU5RgI/1qWMC/GzQz6LH574Q/G/02aBOulkoilTgETqHADAzDlzxOc+zScWayQQEQxQtFCI7pg54r9FQjpvrV0VdKF2nGH4fETNCHFOXdgfNijHnG6zci2+0vI0IfQMo7X4vc99TzBjQ26LRHMidQ5+8Qv941wOmHTLeMpEbax/APjmuG9an8np/vaz5lv1XJR54wyfexFGCUzEU08HYG7DsQ2J2LdEojdAvSZXn3C1+N+OKSOblQ1yPPsskNhwvPEaxTOuHn+10Yvi92OKdqtyV1ixCDrX/ssM1r+8SQJQW/8JTMSkll9YMK6BUAF88suGz79+3NdFiA2wn29fXt8QAwA/+AFBInehhe6QPyRKqoT8IRyzyzRGPtfHTVHMNTN8VhuNuqPqjhJe9kGVg4zvkdHtivEvGT10Pz3lp6JorN1cJ/adialT9Y97e4FJd5ziivHrPnudMXws0T2i3hra11DGLfidoxfXztOTyF6IZ5+1PJJifMD3MXEi8Pe//x0ANUqbxjaJa5wwLg9l5kwgsfkzxmsUz/jB536AqnCVgWa7siIFjnE0GT4P+AIYVacr6LYYf92k0EJSrr/4huHzq0+42jAug8deoimKDAZKGR5XfcunGz4S3XXROqEUxkIx3HLWLcbncYyf9Cd2m+TY4Bhf9hXDLdyztzO1Uxxt1F/tgBSu2bNnw+/347rrrhOfRSIRXHPNNXjvvfewnWfpeWipVApFvi2un/vq71YsF0GgKAsB6JaHiUHx/6PoNQiV8488HwDwo5N+pO6MWwjxXUrLmj5br0cF6Inzo+pGGUKW8hibMBfL/7menVlH2yuv+/VFIHGFoD+Ik4eeLP43VJln19rlEwDMMqqxuL7w+7N/j2FVwzCocpBVieOM+Y06kVQL0N1hkzJP0ITRa64x3MIZ83dO+I5ScABU2ayuNh7WTWy8cD7NJxSOsQPGGnOj2DNVyjWneiLmWRh9JBDBzV+4GYApb0SieVrmF8rDxG/B7yxMmedbadDwi9N+AUvjdI9RW3fmHBzAmzBSCWFNI6hBNybGX7X0c8tZtwjjxM76T6w9BrNn6x+3tgKT3rlJKYS5MNKg4Wef/5mlv6bIi6yOm1lRYHNNfmO5R1YuVXTbYTzsL1LF45h1xs8DYcO6tlU+Xoljs14JBKtXc4FppZufYXrjhBvxu5/8zjJGAGiqsr5/wBr2BKjixoWwJZzInmmLcQIlxmsiNbjplJsAOGC88wYFxstKjHPeEPAFlHPN+9/Tbc0pJPDR6u0OCpedUTENv7PHeN2bAIAf/Uif39u+dJsoD2FnQCZWjcKLL+of79gBTPro144YD/qC+OkpP7WM0VyrUBolxXjW6qhwMypcMT5uo+HzeDiO7332e5Yxi8bpfilq8NqvWuPTMS55mjVNE2VJbv7Czcp8PQBoqn9T0Co3Aj/WdQ4yfFYTqRHj6u8CqAekcC1btgyjR49GVVWV4fOTT6bCdzkv3uTSvvOd76CqqgqRSARnnXUWli5delD7yuVySCaT4iedVudZHKzGE9IBk4cL0F2eEoOiZ3PS/2Oa0Uf9/RO/jz3/vQffGv8tdWcMsFOOnKn0HmkogxCfIYRz8ZiLAdB8CmXjtbhersDTT+sft3dodBH4LjVY/4AxrKjycNkn4nPr/yXLN7XRWqz84Uqsu36d9T1yxvzUGMPHhFAF7hb8Dg8/+aThu1+c+gtcMuYS/PaLv7WlGfk81q+H5V2qvHCAzpQs4UTA1q2vacCY4CZjv1K7/uTrMefyOfjb+X8zfsG9mWSUdXxEo4LDxJQHxQbhH5f8A7MmzbIKN7n/XA6jR8Mq5Ew5OAAVklxwWISRixd3HcYoaT6s6jD89by/4pgBxwh8mumetuxioyJMJA+FiW7uhbvsWFNYTaK7CXOVNUUJ/FhXHm35XKbV8i4dMc4UDwXdPzjxB4LhW4QHp/sxowFDiCYwbqb7z1/+M37++Z/jt2f8Fvfdd5/xeRLGbee61mr4CIybdygCDgYkMMb/qbFfqf36i7/GrKZZuO1Ltxm/4BgvHanAuE+J8aPqjkLzBc14+tKnhcJpaKz/0QM6FTSXMQbrnBUuc54ru9YLxuU5GF0/Gn/68p8wbtA4nHfkeUq6py0+t88Yv/qEq62KTIAa0k2YC1Uj8GNd6UjL5xzjYX9YaTjvD8Z/cvJPUBmsxKi6UfppIbxxumcYsS8wrk21APWu8+7CL0/7pVq5tmDchEuUMKah3XLbvyqseEAKV2trK4YMGWL5nH+2ixcysmmhUAiTJk3C3XffjWeffRa///3vsXLlSpx++ulYtmzZQevrtttuQ3V1tfg544wzxDOnT5+OXC6H5uZmAEBzczP27NmDp59+GitWrMBbb72FBQsWYMOGDXjkkUeQSqUM13Z1deHxxx/H2rVr8eqrr2LRokVYtlIf+4P3PyiuzWQy6C2X0YS5uPWaF+H3U0E8eHAKv76GJhhXahk0NzejVCrhvvvuQ+uuVry78F0sXboULS0tmD9/PjZv3owZM2Ygl8thwZtUkz8p/Rgeeqgbw4d3IhAoIxQqIagVMA4r8Mez7sGXv6yPe9Xzq/DJtZ/guN3HYd26dVi4cCEWLVqElStX4sknn0SJLdZpM4ZA5ZKdRn6LpUuXIpFIYNeuXbj33ntxylCa5B4LxTDrH7Owa9cuJBIJLF26FKs2bLDNJwj5aNhhrDYPK1euxKJFi7Bw4UKsW7cOjz32GLS8hscffFy8w1QqhUcffRRp5g1duytmeSY/c+xLF12EGTNmYPPmzZg/fz4Gdw3Gb4/6LVpebcHOnTtx3333oVQq0ffCmGgxk8HAgV3KhTq6Zrdh7js6OjCwbSBqQ7U4unQ0Xn31VaxduxaPP/44urq68Mmnn0p5YfR5mkYPsr45ejsA4JW33sKePXsMz83n82h7qw3FziKee+45tLS04IMPPsDzr1LPhFrAUcHRncvhnXfewYsvvoiNGzfioYcewhWjr0D7G+3i+fv27cOsWbOwevVqbGdmZfuuXTjrrLdYPmFZ0Ezgx1fGP4sNGzbg5Zdfxttvv401q9ZgfOV41EXqsOrlVeK5hUIB06dPR5knrlreIR1jFytGxtfaM888g+XLl+OYzDH4y8i/oNBWwMMPP4x0Ok3fC2PK65JDFIowFcLpYtHwDi8+4mLcNOAm/O743+HFF1/EO++8g2XLlmH27NlobW1FLyt9P6Bmj3qu/Z/iueeew9atWwWP2NhCrfc6Xx16OnsMPOKj1attlOsyRlfTnWftyaTgEatWrcKsWbPgz/rxs8jP8MH3PsD9f78fmUwGDz74IDZt2oQO9p7W7rBuuuAYv++BB7Bz507MnTsXS5cuRWxvDGfkzkDbzjZkMhkDb5v3EjVqOvfuxbe/vUXKHdVDQlcNeUC8w2QyicceewznDzwfoypH4ej80YJHtLe3i3XDDUiBG4bx3wTpLp49XV249957US6X0dzcjHK5jOn3TccZ9Wdg8cLFWLp0KRYvXoznn38e21gtDSf87O7qMvCIZDIJsoRg4tiJBh6xbt06LFiwAK0sGexbRz5hxLdWpsWRMQ0729sxf/58tLS0YOnSpXjz5TcxYfAE1PhqcPyA4w3Y2sVqIdhFKrgC19zcjDPPPBOzZs3CqlWrsGjRIpzQewL+eeY/sXDuQnR1dYnnvvvRR3SuOwfYYvw5VjW5ubkZuVwO5Q/LeOycx3Be6TzBI+bNm4cdO3bg/unTQRhPGz2yoMT4qMBGwSN6enrQ3Nwsyr6Mqh2Fp596GqtXr8brr7+O1157DTvb220wTnB4eAsAYM3mzXj77bexfPlyPPPMM9izZw/mPzEfq360CleTqwWP2LZtG5599ln0sBIVa7da3HAg8GMtGW3gEW+//TaCm4O4ZsQ1ePLxJ3Uewd5LmpV06e3qwsSJKxgujRifcvY7aG5uRk9PDx566CFs3LgRlT2VGBgeiE1bNgkeIT+3WCzi/vvvx44dOzBv3jx88MEHaGlpsfAIJz1i8eLFAGGtVCqRTCbj6adcLhNCCBk5ciS54IILiLlt3LiRACB33XWX5Tu3tmHDBhKNRsl5551n+PxA+spms6S7u1v8vPnmmwQA+fDDD/s8Pi9tR/cOgqkgwVuC1i9HjCAEIKSlhZxwAv3zpZcImfK9HYTq9SUybhwhc+Z47CyRoA857TTrd+efT7979NG+EXDMMYQAJBIsEmpjGX8iyFhuyRQyZOJTE8ltb99mfd6775I5mEjp04jhd+Lih+gfv/xl38Z46aWEAGTc0DbxLP6joUjGYxlJPP209+ctX05vHjyYzJljHKOGEh3rBTOUt/L1YGk//jEhAJlz6SwyfjwhkQgh48fTKSODBtGHf/yx9zHm8/R5du8SXyPkssu8P48QQiZPpjf/7GeEEIo7MdbgJ/SZ771nua1ULpFMwYoDQgghtbXOYzzuuL6N8ZFH6FzHNyrmukTGYxkh8+b17ZmHHUbf5e2fmsZZpuMc+H3LLYVSgdz40o3k2bXPWp/30kv2NJ99D/3jj3/s2xjPOYfSPWyfGuOaM3bmmJnIm2/Sm8eMYd9Lc92wnc7Nr3/dtzFedRV9j9+aZ8V4JEL727LF+/Pa2twxfu21fRvj979Pb542zUjzeEISsW/S7z75xHJbqVwiuWJO/Uyfz3mMp55KCFHMgV27+24619Vb7DH++ut9ozsep++yeZca44ffaLklU8iQH7/wY7Lw04XW5z31lD3Nn7+d/tHc3LcxTphA6T68S43xwMq+PW/+fHrzSScRQgj5xS/e0+e7dgudm9tvt9xWKpf61s9+tA8//JAID9dbb72FaDTq6Wcdy8CORqPI8bLCUsuyXRXRqDVm7taOOuoofPWrX8WiRYtQKulJ2gfSVzgcRlVVlfiJxaxekYPZeEjRkr9FB0N/53IiSfDFF4FpD9D8IgIfLRMxCaKUg2OTki2tA1HvbnFt3AV/WI867BDYaLklEoggcUUCv/rCryzfiXyCuu9h3Dg6nHHjKH0TeXFShSvasfFQ6pcXM6uVjU9jIUrfrRh2xBEODzA1yRXd1ATMmQN9rAN2K3NweNPskud4PsERy7B8OS1yu3w5aMI4LzjTF7oDAcDno+/ywU7ju/zWPEuRQE9NohsAmpqgj7Xhy8ocHIDmr1nCvLyx+b7rp28Zx/ibj2zDDo6Nz/WIR01zDeGh2F+6m76w1zjXI3voXNe9abkl4AvgrvPvwiVjLrE+j2N86A1WjDe+b+jTc+N0f+VDNcYr/9fx9uHm3R9Ocz3xFtu5dmwc46NXHRyM8+rjmIs5s3LGd3nZkweMcQPNy4GJJGGgQ24+zWcsoCo3Pt9/32Mc48/eMWDcMgd2jc/1mKcOPsbP6jRifESSYnzgYsstkUAEzRc245wjz7GnefSvrBgf8I6hT8+N0z3pEzXGa+/p2/NMGL/88oA+3+dMduRn/4omejn66KPx8MMPe/rhYbwhQ4agtbXV8lD+WaNdVTiXNmzYMOTzefRIe277q6/+aFzhUgokhcI1ezYMNWI48G65xXq7pfWHwsXGOOWKdTaL4G8ON9s/r8k3z8qUFceoeGqcMY9eZWQmR7OdUdEFyHOG34cx8vEYGPPX/3RAwggKQ2G/6NY0ne4vdRvf5Sga2tvfuT5oY5SuP/vYdcYxfs54DqfnxmmOv2Kc63FAYuhP9k8IS3Qb5vredw9M8Qi/cPAxfsxaI92jMhTjVa853m7Bfz/OteWZxaJ+fk5fninNY9P5vcZ3efgyyzUHNEb5s/2d77M6jWMcv8nwvWcexOe67g0rxuuuPbgYv33hgWG8cuHBx/j4jWrDp/6t/RojH4/h/e/vGA9iE1vUBg8ejKuvvrpPN59wwglYtGgRksmkIZn9fXZ66QknnLBfg9q0aRMikYjBE9VfffVHy5XoxHpVuPbuhaVGDCF6tXjH1o8erqbPbcWcOSfhllvoWMYM7cGUjd/ExLo+7uRwYnj7YwUDBrqbmqiCBABYswk4Zh4Qqce+fX04jNRkGRnawRZGcj/7Q3dvr3W+D3Cu+4PuND/3g7eDPdcAMPIF4zVemx3d/7/NNWClu2UF8Pl5QMRa0kVuFvz/KzEu99FXL67fD5RK/Y/xchniwNiDTTfr0zMPcsJ4wzzjNV7bfxrGvynRvXAxcN48IHJC355notnw/v8/ULgOyI926aWXolQqYcaMGeKzXC6Hhx9+GBMmTMCwYfqOkd7eXqxduxbt7foOgTZ+4J/UPv74Yzz33HM499xz4ZN2wvWlr393EyFFv2JiOcAkhYvqj4rkS+MGPHU72ApXIgHwDQs/+xmakNCtmb8v3j9LS6LZ0hcvZPPXv3qMoZqe6cCUjz3WVKTRqfETCwoFdtaSNBY+7oNF9+zZOqM/99yDTnef2tq19Pfjj9vTvZ9W6xFmrzMvUPz229a+PDzvoGJ8PSs4+/3vH5y5thNGiQTwOjts+dZb/6VzbcH/G2/Q3+3t/xqM83bqqf9ejPODW++910i3POaDRTdzAOCFF4Dx43GS13JF/YFxvpHsyiv7d64TCZ3uX/3q3zvX775Lf2/aZH3//+kK14QJE3DZZZfh5ptvxuTJkzFjxgycffbZ2LJlC26//XbDtUuWLMHYsWNFFj8AXHHFFbjooovwhz/8AQ888ABuuukmnHrqqaioqMCf/vSn/e7r3936GlI8vKYTcr0QDSUQomHKeS3unR3MhZpI0OQxXjZjxw5jMtmBWkb5vF5vgffVzQrNtbb2IXENnhbqa685h1xESySA735X/9+cRHcwLcJEAobiZmvWHHS6PbdEAnj4Yfp3uWyk+yBY/ys++MDY1z33qPtya/2BcX5q/Nat/TvXkyYBKVZwc+fOf+lcG/CfSADXS8V++xvj3/62/v+qVf9ejP/zn/TvUslItzzmg0X3g3RXOsf4oB/96N+Hce512rSp/zHOdtRi27Z/71z/v/a+PD6qItv/2yErIigimrAqAQExOvokA44LLqPiiBrAZfTN4OjojI48ZmR+jr6PgzLjMoPP93iGYRkgkAw7NKu8BIGwEyGRyJKERLIgJAIJhJCQNFnu74/q6lvdfW/3Xep23yT1/Xz60/dW31t9Tp1Tp05tp9iI0L7l394dLgBIT0/HlClTkJGRgcmTJ6O5uRmbNm3CfffdF/Tdp59+GtXV1fj888/xxhtvYMWKFUhJSUFubi6GDfM/FsTMf4USeh2uiB8q0QfEE4/CFSThCJxIwTNZvwn+Zzwr6ocf+kT89FlMZraiArIRCPZfwaChor7EHO0TEFbzzRqoEPCtGYFo4dAYjRnNHPlkhu/2pOM2krWX/ncivr3w4Yfe92o6HhUFXVDj2+e/JLM63tJCHEX2mWDozLL2oUXiwTdHKIQZ14fY2FjMmDEDM2bMCPjcAw88AMknwMjkyZMxefJk7v8Vbrha9K3hOtPYA+dBzqcpwHAkwj0EflyDsvFsjBQjfjKLyXg4XC4XuQ/2X8GgoaLOnz8fv2N79Wqwmm/WQIWAb80IRAsHh2tHVhZ++sILwf8rGNR4liT76TgdxXU4wi5rL/3vzDruC18dj4nxjwIbDGp8+8BhVsfZe7vouJ1l7UOLgwffHBGavZCdDHrDQpxCXzSiKxxoQz/3SBcJ1axhERdVyNZWeQrIQ4hOpVUMP83QYVRh2YWUNI9g/xUMGiqqJmdLCy08DVQI+NaMQLSwNOtdCOvm+6fuAMOe//KFXh335bm5WTaw4dZxpVHcMMvaS/+FjvvTYqYBVuPbF2Z1nL3XSqeQtTItwuHqmNA6pXi9z3F+8ahCDK7Qs37gdR6PGliFZJXWSO9/2jTl3gqlw6jCRkTIQ/Y0D9//0sMzoKmisusFAyIYLTwNVAj41oxAtFCao6MN9/6zs7K8/4uFER1vavKm10jv32pZs3mEWdZe+i903J8W3g4XLx1nQe+jo/2OU1NFKGRN828vsqZ0s3yEAcLhsgBaw0J07QqwMVgHopxsifZEk3sm+J+xysMqLbsVWKvS0oifdOitVy9vOngaKPpfdPRk0CDtPAOaKurzzz+vLS9KC3UKExP58K1klFNSAHZDiB5ZA3wNVEoK8NFH5Nrh8KaFg6zvvo057DglBRg7llzr1XHKkySRUS0Ktgy0jsJRWV93Hbnv3ZuvrNk86H91cR9qPmRISGXtpf+UFtpo33KLtTr+5z+Ta1+90gLeOv7ee8q08Ha4UlKAMWPIdWQkkJSEukWL9Ok4L57XrAGuuYbcx8fz13FaD+l/0U7Z0KHhlTW7O3bYMO/yFw5Xx0TAsBA+FZX6NgAwABXA73/PRJPTgIgIubFhldZI7x8gSvvmm+R6/HhvOqwwUL16keuVK7XzDGiqqF/RUA9akJIC3OyOazR/Ph++1UIF/PjH5HvYMH2yBvhvo37sMfKdkOBNCwdZf3fsmHd6H3KaAj74QB/faqO4LM96RuFSUgAac/AXv+Aj64gIz4HBfjpO6d+8OaSy9tP/lBTghhvI9fLl1ur4XXeR75Ejw6/jDz9Mvn3rG297BsgG/b/+C8jPx5daOwLBRnH18pySAkyYQK7feIOvrNk8AOCpp2Sad+8Or6zHjwe6us8e3bTJu/yFw9UxoXVKEfB2uAaiXFYWPVBSWnrtcOjfgUNpoFt9KawwUPQ/9PKtoaKOGDFCX568+Q7Gs4Gjr7gbKAtlHd+zp3e6UVmzRlPN4dKLUOm4JFmq44GgqP9U50Kl47zsGXtvIx0PxrdmG8TyxM5O2EnH1RwuGmIF0G/TeMsa8OLbq/yFw9UxYdThGoAK/g6X3t4/0GEcLjbIriaE2uHq4I1RY22td7pRvpkjjdqdw8Wudwmxw6Wo/0LHZYTAnmm2QVpGcfWCN99qo7hs/nrptNjh8ip/4XB1TGgNCwGEYITLDhWVfYetqK2tcm/OgsaomV3vowWduTFyueR4P/QesIdzDbRfHWfzD3HvX1H/O7OOh8Hh0myDoqLkjnF71fG4OO0L+yksdrg85W/0bE/OEA6XBdCzhos96uk/MBPOwmH6/5B3Y0QbBnaoGOBfUS0eih4wYIC+PHnzrWaUaf52aIzYcmfz5CDrHr60UL55TaW2Jx2PjNQ/tW9S1or6T3UuVDpuh2lzVtbs+igrHC4fvjXbICtGcUOt43awZ4AX357yNxNXkCOEw2UBtE4pOp3eJyAUYwjGz35Y11FU5I86QO/fgqFoerC5ZnTGNVwsDSzflGYj+uPm+9ypU97pHX2Ei9KhpONhaIwU9V9pDVdrqzy62ZFHuFpbvXe5hmCES5cNag86HmyESy8sHuHylD9Lr5E8OUE4XBZAa1gIv5MIEAGHQ9J8KoIHHaGiWjAU/fTTT+vLszNOt0REyO8oOVwmZD3Q9/Dqju5wBdLxMMhaUf+V+DbT+w+VjrPOklGHi6ULCInDpcsGCR2XwYlvT/lTetl1aGGAcLgsgNZI88qnIjg0n4rggaioMhi+09PT9eWpxDeHQ5zR3CyvH2Dzt6GB8oCDrMuLirzThcOlDyZlraj/7dXhMjNCERUlx0ILscOlywYJHZfBiW9P+dtgwTwgHC5LoHVKUfkkAknzqQgetPe5fzND0c3N3ou9Gb41H+1DocQ3j8YI8N7qzdtAGTnglkUgvk3Ieojv+pXOvIYrDNMtivofyOFyOPT3/kO1hou91isbh8MyHQ/Gty4b1N513C4OF8O3p/yFw9VxodXhoicRUKfLgVZIkkPzqQgeUKVkKxa97ug9I8C7sjJ8az7ah8Kq3r9vPjwaI1bWLP92GuHyHarlIe/OqOO+jZFGvhX1P5jjYfQQZ3poN4VVso6MNDYlZJGOe8m6rc3P+dBlg9q7jvOyZ+y9Sb495S8cro4LuoYr2C5FeipCUhIQiyYk4Qic/3tKV6BeAJ1zKJqlQYXvX/7yl/ryDOZw6d1lphTlmM2f99QaYEw2FjVGfdmYJ2YCgAKdU8cpX74H02vkW1H/rXI8AGtHcc3ImqXDSoeLpdf9f7psUGfWcYumFD3lLxyujgs9gU9TUshpE42x1yIfP8Iz41r93wkGqypqc7O3obdTRWV7uip8O/Vu9wxmlPX2/h0O2ekKhcPFrlXRA4sao5rKSjmNnfq1QyPcnhojwBDfivpvpcMVCh23s8OlEHNNlw3qzDre1MTnSCOWjsuX5fIXDlfHhR6HCwAZiqYKZqf1LYC1ax7MTK0BQfn+MT2zUCt4r/Ng37NzY2TR+pbu7LtmYq4B1q5vsTI2kxkd1zCKGwiK+s/b8VAbxbXTej2WjlDYs+hoT8dHlw3qzGu41A6mN8m3p/yFw9VxETDS/L595Pv4ceD220kgLoWhaF3gXVHZd6hhdjqBo0fJ9VtvQXewsO+/J9/Tp8t8m3E8WDpV+C4vL9eXn1Jj9OWX5LuuTqZbK1gen3hCfpf3IlPevX+nE/jHP8j1qlX6ZX3wICHn6FF/WbOHreuBVb1/Nh+nE6A68/LL+vn+4Qfy/cc/8tHxLl3kaWwDfCvqv1Lg0y1byPepU/p1fN06+fr+++V37dapUNJxuoMtLU2/rPPzyfe2bQFlrcsGhWKEy+kEzp0j188+q9+e7dlDrt9/n6+sAUv49pT/9u3k+9gx/TrOEcLhsgB9u/dFfGw8ro652vsHpxN49135/sgRcrr5ypVymh16hA6Hd2V1OgmdNM/ycnKvVWmdTmDzZnLd2irzvX8/SbPI4Yo1Gq+HNcq//738O6VbC9+0zOg0WkmJ/C7vQIE8GyNKNzXK1dX6Ze0OJOeQJLnM1q6V/0vv1Cxg7SguyzftZZ84oZ/v7Gxy3dIi852bS9Is0vHAryr87hv41OkE/vM/yTUrLz06TlFU5K/jdnS4KN01NSTt7Fn9sv7sM3LNltnGjd7/BRUZqMHKpSHNzTLfNERNcbF+WdfVkfvTp/nYM5OjuIpgZB0bG0to/PhjkqZXxzlDOFwWIPOlTGQ+nol/S/g37x/8Ip26tyj+/e/kPibG2Bocqw2UGt1aI7R++KH3PX2fOmEWNUbXXnutvvx8HS4zfAd6186NkS/dgH5ZK/E9c6b3f+kFb74jI+WRNit1nPasw8C3ov4LHbdOx+fO9f4vqMhADVaO4jY28pU1wEfWDofsdFFeJYmbw3Xttdear9scIRwui1BQUOCfqBzplPSmAcvWMhkCO/+vRrfWCK3Fxf5pkiSPoljEt6IMAsF3zYMZvgO9a7fGiLesld6nQ/udTcfpKEoY+FbUf1+Hyyodt/MaLqt0vKLC+7+gIgM18Oab3ehjlm8tsubVqWB3u5pcw1VQUGBe3hzBzeFyuVx45513kJCQgLi4OCQnJ+Orr74K+t6kSZPgcDhUP6dPn/Y8u2PHDtXncnJyeLHCBQ899JB/onKkU2DgQHJtl94/S8vly+p0a43QOmSIf5rDAfTs6f1fehGEb0UZBIJvY2SG70Dv2s3h4i1rpff79fP+L71oD3z7wuEAevTw/i+98OW7rU1ukILwraj/Qset0/G+fb3/CyoyUIMVS0PYKWQ7yhrw55vl3+QI10MPPaReN3VHGDcPbg7XpEmT8Pnnn+PFF1/EzJkz0aVLF4wdOxZ76CI7Fbz++uvIyMjw+qSnp6Nr164YPnw4+vTp4/fO5MmT/d5JTEzkxQoXrFixwj+RRjqlcDjIPY0VYtfGSI1urRFafZ+j7991l/d/6UUQvhVlEAi+jZEZvgO9a7feP29ZK73//PPe/6UX7YFvFvT9ESO8/0svfPnWccSNov77juJaoeN//rO9HS6rdJwGUGR41mWD7My3b5RuQH7XzBouILDDZWSDDcPzihUr1Oum7gjjHCBxwNdffy0BkGbMmOFJa2xslAYNGiSNGjVKd367d++WAEgfffSRV3p2drYEQFq1apUpevPy8iQAUl5enql8DGHNGkki4pakYcMkyemUpC1byH1SkrE8Fy4k748dK6c99xxJmznTWJ733EPeX7OG3Keny3TfdhuhWw+mTiXvOhySdPvt5P1Jk0jap58ao/Hhh8n7//oXuW9pkWk8d05/fhUV5N2YGDnt178maRERMt1asWaNJHXvTt7v00d+NzqapJ08qZ/Gs2dlHltbSVpGBrl/5BH9+UmSJH3yCXn/5Zdlurt2JWkDBuiX9bJlMo0jRpD3V60i9/fea4zG//kf8v7zz8tpjz1G0hYtMpbnbbeR97/6itzPmSPTrVfWkiRJb7zhryvPPEPSZs82RuPdd5P3N24k9+fPyzReuaI/v8OHybu9e8tpP/85SevSxZiOd+tG3u/fn7zb2CjTePGifhpLSsi7V18tp6WmkrQJE/TnJ0mS9Kc/kfenTJHpjo0laTffrF/WCxbIPCYlkfdp2hNPGKPxww/J+6+/LqeNHk3S9NJH0b8/ef/AAXL/+efGdXzNGklKSCDvXnON/O5DD5G0JUuM0XjLLeT9nTvJfXk5uY+NNZbfnj3k/cREOe3pp43rOCfk5eVJXEa4Vq9ejS5duuC1117zpMXGxuKVV17B/v378T0NCaARS5cuhcPhwM9//nPVZy5duoQWNiinzaB6pENKijyVtno16RVZHI/KEHx7wg88QL6jooDDh6E7HP7DD5PvpCSypdoKvn16/7qP9qF0uFzyTp5Bg8j3v/+7TLdWpKQA9LT6yZPJuy0t8pSQ2W3UlF/esk5Jkfn+5z/1y/q55+SgtP/3f+1Hx++5h3z36qVf1oBcR+65xzodp98REUGPuFHUf6VQAfTMyzffNKbjdNrsvfe8eQbsM4qrpOM33ECuly7VL2s6YguQUAkqsjZ0tI+VfCcnk++bbzYma7o55Cc/kd/lvYaLI8+e8k9IIN/vvWesbnMCF4fr0KFDGDJkCLp37+6VPnLkSABAPo1ZogHNzc1YuXIlRo8ejYF0bZMPXn75ZXTv3h2xsbEYM2YMcunWaxW4XC7U1dV5PvX19ZrpMYpf//rX6j9e7Q4XcekS+TY7B04VzMq4NZTWq69Wfj4YfHlm87Zo7j+gDJTgu6sH4M832xjxiltDv4026kqNsBm+HQ7+Oh6K2Ex21HHfus3yHCS8hqL+szzT6SXefFOeIyP1H4cFyDyzpxPwljVgju+4OOL0svkoyFqXDQqk47zqth11XM2Oc+DZU/5m+eYELg5XVVUV4uPj/dJpWiV7xEcQZGVloaamBi+++KLfb9HR0Rg/fjxmzpyJ9evX469//SuOHDmCe++9F4cOHVLN85NPPkGPHj08n/vvv99D99y5c+FyuTyecGpqKs6cOYOVK1fi8OHD2LVrF7KyslBSUoJFixbh0qVLXs/W1tYiIyMDRUVF2Lp1K7Kzs3H06FH8/ve/R01NjdezjY2NmD9/Pq64t8Ee3b8feXl5yN21CwBQfvas59nW1lbMnj0bp0+fxtq1a5Gbm4ucnBxs3LgRZWVlmDdvnky3W2Gb6+uxfPlyHD58GLXuIIyV589j8eLFfnTX1dUhPT0dx48fx5YtW5CdnY0jR45g2bJlqK6uRvGpUwCAXVlZaGpqwvp//QsAcDkyEvv27UNubi6cTicqKysxa9YstLW1ITU1FW1tbZg1axYqKyvhdDqRm5uLffv2Yec33wAAGs+dQ1NTE6HFXVEvtbZi2bJlOHLkCLKzs7FlyxYcP34c6enpqKur86L70qVLWLx4MY4fP47K8+cJj6WlWL58OWroBovISKTOmYMFCxZg3rx5KCsrw8aNG5GTk4Pc3FysXbsWp0+fxuzZs9Ha2irnv2CBR2e+3b8fe/fuRdnhwwCA/BMn0Mj0mFJTU1FTU4OlS5fi6NGjyM7OxtatW1FUVISMjAzU1taSZ90V/EpNDRYtWoTSY8c8/3G4uBgrV67EmTNnvPJ1uVyYO3cuKioqsGHDBuTk5ODgwYNYt24dTv3wA9rcDe1Cd3DSvdu2Ef05cwaHDh3Cnj17sHnzZpw4cQILFy5EQ0ODV/7nz5/H0qVLUVBQgO3bt+NoWRmpD6WluHDhAnnWbaAud+mCtLQ0lJSUIDMzE7t370Z+fj5WrVrlR3dzczPmzp2LkydP4rJ79OVYTg7Wr1+PC27ZtDEjj7SurVq1Cvn5+di9ezcyMzNRUlKCtLQ01NfXe57N3LEDAPBDRQUKCgqwbds2XKquBgBk79+P8+fPe+Xb0NCAhQsX4sSJE9i8eTP27NmDQ4cOYfXq1aiqqiLPug1z66VLmDNnDs6Vlnp4zsnJwYYNG1BRUaHZRnxfW0t4vHjR8+wZ9+7M7Tk5fjZi6dKlqjaitLQUX375JWrcdSR3715UVlZiiVtHm4CgNuKNN97wo7u6oYEoX1sbdm3bhqysLFx013VXdLQuG0GfPeLm8ZudO1FWVoZsd7DglpgYXTZi06ZNKCsrw6Llyz11BG76L7vrenVDgy4bkZWVhZ07d+L0hQskO6rfkoTWixcBAEs2bNBuI1JTUVlZidVr1qDFrT87Nm5EaWkp8nbvJuXh1qPU1FTMnj07uI1wP0vdrPrqamRlZWHXrl1wueNenWcOYg5qI06dwpw5c9DS0oJKN4+b3Xq/3x3k9qIk6bIR27ZtQ0FBAbLdgxtnGR7b3AMY31dX67IR69evx4EDB1Dnjn1XfeoU5s6dixY6IOK2FVptRGpqKi5cuIC1WVkAgNb6erz//vsoKCjA94WFAIDsvDzPs5pshPvZlpYWzJkzB6dOncK6detw8OBB3TZi3759/mu4WltbpcbGRk2ftrY2SZIk6eabb5Yef/xxvznLEydOSACk//7v/9Y8z/nCCy9IUVFRUnV1tabnS0pKpLi4OOnRRx9VfaapqUm6ePGi57Nz507L13CVlpaq/0jn5en6qC++IPcTJxr7s+xs8v7w4XJacjJJW7/eWJ6/+hV5/+OPyT1dZ3bbbcbyo/Py7PqoUaNI2tq1xvJ89VXy/l//Su5PnCD33bpJkhREBmqg6zrKy8k9XWf2ySfGaPzoI/L+r35F7svKyH1cnLH8JEleX0X5+8tfyP1rrxnLz+kk748eLafRdWYVFcbyvPVW8v7WreT+r38l96++aiy/devI+z/+sZw2dChJ27HDWJ4TJpD3U1PJ/erV5P6ee4zl9+23/uujhg8nadu3G8vz2WfJ+198Qe6/+YbcJyQEfVVR/10ueQ3PhQskLSWF3M+aZYzGd97xXh+Vn0/ub7zRWH7NzTKNNTUkja4BnTrVWJ5paeR92k6x68xqa43l2a+f9/qo//f/yP0f/uB5RJcNWryYvM+2ZXTN1KFDxmh85BHyfkYGuafrzNj1vnqwa5f/+qi+fUlabq6xPB99lLy/eDG537FDXuNsBOfOeWRbWlJC0ug6M7reNwxQXMO1a9cuxMXFafocd8exiIuLg4tdP+NGk3toME7j0GB9fT3Wr1+PRx99FNddd52mdxITE/HUU08hOzsbrXT42QcxMTHo3r2759OtWzdNeZvBUXoMjhLUppnsvL6F11C0yyVH87ZqfYs7PaAM1MCbbzrNzmtqDbB0zQMAIiO6zsxnmYBm+PLdnnScF89s3hbpeCAo6j97wLnvNJNRvnnbM6WD6a2SNQAYbQ808K3LBrUHOx5Ix+22hgtAIZ35MqvjnOC36nLo0KFIS0vT9DKdMoyPj/eKl0VRVVUFAEigC9aCYN26dbh8+bLidGIg9OvXD1euXEFDQ4PfOrJw4frrr1f/sTOvb6F59exp3dy/Oz2gDNTQtStw4QJ/vumRGHZ0uNRkDZhvjHjxHQodp7SalXVjI9kcERlpuY4HgqL+02O7Ll3izzfvTkV9vfU63rWrsdM9AE1867JB7cmOh2INFweHqze1X2Z1nBP8HK4bb7wRkyZN0pXJHXfcgezsbNTV1Xk5PF9//bXndy1YsmQJunXrhnHjxun6/9LSUsTGxoZk5EorIgPtIOqMDldUFIl87HKFzOEKKAM1WG2gzPYGgdA5XHFxQXfCqaIz6rhvp+Laa8PaGKnqP3W4rNoY0p4cLjMNsAa+ddkgX1lLkv34pu9dvkw2NDgc9hvhiogg7zY1IZpGMuhIi+YnTJiA1tZWzJs3z5PmcrmQlpaG5ORk9KNRpgFcvnwZRUVFqHYveKU4d+4ctm7dimeeeQZdVQR3jh4Fw+Dbb7/Fhg0b8NOf/hQREfY5qShgKIzO2Bix71rFtw/PesOReNFilcNlNkggEDqHy86yZq/twnd0tByoMUQ6Hgiq+u97gLVdHS6g3eu4Lhvky3NLixyexi58s++xDjEQlmlzVbj5PkuPFLOJw2Ww++qN5ORkTJw4Ee+++y7Onj2LxMRELF68GOXl5VjA7PwCgAMHDmDMmDGYNm0aPvjgA0/6ihUr0NLSEnA68bnnnkNcXBxGjx6N3r17o6CgAPPmzUPXrl3x6aef8mCFG2hIDEVYuYaLRgO229w/fbe62rp1PT48B5SBGqxau2bnxsgqWbN58ZY1j96/VXzX1JC82LAGYWiMVPU/VKO4dupUhEnHddkg3kfcsLTw4jsmhox6t7SQvFgZ28nhctOSNHgwsRV052NHGOECgPT0dEyZMgUZGRmYPHkympubsWnTJtx3332a3l+yZAl69+6Nh2mATAU8/fTTqK6uxueff4433ngDK1asQEpKCnJzczFs2DBerHDBhg0b1H+0qvff1kYqAmD/HmFbm+VD0QFloIZQjXDZyeHyjc3UHka4zB5wy9JilY6zMZ/CMMKlqv+85d3edBwImY7rskGBHC53KCHd4M23b4w9mm9MjPG1cBaOcO396itCIx0p7AgjXACJLD9jxgzMmDEj4HMPPPAAJPY8Jzf2798f9D8mT56MyZMnG6YxlGCj7vuBrnPjtaA4M1O+vvNO4LHH5Cjkjz8O/OUvJEqwHqgtKDazKYHlmzUmRvmmMa2cTuD224H+/cn9vn3A7bfjtfff15+nb2Nklm/ejZHTCXz7LbmeMgXYvx9wx9bBxx+T6NlGZQ0QudjR4XLHGkNTE5G1O5YeAODee4EPPjCv41Y5XBERxs6EA4DiYvKdlgYcPAj07k3uMzNJOUybpsq3qg1i+W5qkkfhzO5c42XPnE7gxAly/corwMSJpE4DwH/+Jxm9sJs9Y/Nm+A7YDvjCHY8RZ84Q2Y4aJf92xx0BZa0KK/i++mqysaiuTg7+asa5dscBxP/+L5G9O3YYMjPJvV6eGXrGPfywXK8dDuCqq4zTyQH2WfTUwTB79mz1H3k2Rk4n8MIL8v3Ro8Bnn8n3hYXA+PHkOT0IZe/fyFC00wnQMm5rI8cNbdok3x85gi4TJ5rj2+WSRwzN9v6vXCEfM9MtTieRJQ1eefIkMGOGLJvTp43JmqXl8mX7OVxOJ2l4KQ4fBr74Qr4/etTeOt61a9Co8IpwOoFFi8g11fGtW+X7I0cC8q1qg9hpJivCI5iV9fjxcj0pLyc6TvM8edKcrJub5ekwlnYj0MB3wHaAhdMJvPWWfH/4MDB3rnwfRNaqCJWOG51OdDqBlSvJdWsrUFEBuAMI48IFYzwDHr4znU6Z527djNVDjhAOl0X43e9+p/4jzzUPH34YWInomq7p0/Xla/WaB5pvdLSxoehQ8M2zMQL8G2G9sIpn9ggWlm+7rOFq7zputDEyybeqDWIbYcrzVVfJoxV64Rtjz86yBkKq4wHbARbtXceNjnDRsxnVYIRnwMP3Ew8+aJsF84BwuCxDwENLefYIi4vlM9HUIEmAO0itZoSy928EoeCbR6yeyEjZ6Jnl2yqeWXpYvnlMt7RHHefFd5h1XNUG8ZY1z06FVbJm1wOFcBRX8+HV7cmO89bxQDBpz7Zt2mSboKeAcLgsQ0qgeWeeDteQIcGHSR0O4JZb9OVrd4dLA9+SWb559YzYIKB2lDVLz+XLfIIE8gx8Giod5813CHQ8EN+qNoi3rGmMPcB83bZK1jTgKxBShytgO8BC2HFlmLRn/zZsmG2CngLC4bIM++giTyXwdLimTQvcM3I4yO/TpunL1+4VVQPfDrN883a4zE4zUZ7VDJRRWQNhaYw0Q+i4MoLwrWqDlKbNeeq4HWXN0mOFjkuSIt8B2wEWodBxXuEReK7hCsQ3B1mfLCoSU4qdATfddJP6j74V1UwjnJICrFkjD5f27Qv87GfkOiICSEoiiw6feUZfvnZf35KSAixZIt+PGAHcfDO5jowEkpJwYsYMc3zbrTGisu7TR873P/5D/n3ECGOyBvjzzXMNF+Wb7jDq3x945BFyzUvHrWiMeOj4/PnyfVKSLPuoqKB8q9ogO3cqqKzdx8bhmmuA3/xG/t2orFl6rNDxK1dkx4HhO2A7wILyTac+b7oJoCGVeOl4Q4NMo13WcKWkADNnyvcDBsjrSW+6ybSsr6OnKrB0hxHC4bIITWzYA19Q56i1lSis2Z5wSgrw7LPk+vXXARrLbMIEID/fmMJSWui2cd7bqHnE6vn5z2WDsn490KsXuV6zBsjPxw/stmqtUJpuMTv3z3PUIyVF3qE3fLi8s+mqq8jOJiOyZumxovff0iLHzTLD99ix5Prtt4Gf/IRcv/KKeR2/fJlfrB6esgaAX/xCvt6+Xd68sWVLUL5VbZAVDhfPup2SAtBA1iNHAr/+NbmOjzcua5YeXnVbiWf2fxCkHfBFSorsZE2bBtx9N7n+wx/46DjlOSLCnE7ynDYHADbYeXGxbMdXrzYt67aGBuFwdQbU0q2tSmBjgfAyzPSQ1LNnyYdNMwKWlvPn7dkYAQH5DigDNVjd+7ejrFl6eDtcLS1ke7fv/xgB5fHcOb46zvJsNlYPb1lHRZFRHkC3vFX1X+i4ddPH7I5fGLBBVtlxX57NhEfgLetrr5U3JZ09S+o3wIXvlosXhcPVGRAw8n1EhNxTra6Wh3l5NUZUYWmQRCNgpwNoxQfs1RgBMo8s3+6yMHT6QHtojJR4NiNrlh5efLNhNFj9MRM9mjfflOe2NnIcD2A+Vo+VOl5VJTuvGvhW1f/2oOO87RlLD2+Hq7lZjh3lw7NuGxTAnhlCe5B1RIQ8qvXdd3LsQw58XxcXJxyuzoDt27cHfoAK/8wZOc3M2WO8K2pEhLzziNLYrZvxWD0A3/UtFJTHigo5IKi7LILKQAlWr+HiwTflub6eBIJk04yCN99duqCZRlen+hMXZ86ZYXv/PHSclQGl0W6yBmQeCwvJt8MB9OwZ9DVV/W8POs7aM14jXLz5ZjsVrI4z0G2DrOo4u1xyBHe7yRqQ+aanh3Tvbvw4I4aesxUVwuHqDAh0CDcAf4fLZyhaN6wcgreiMeI9pVhQQL6joz3/E1QGSrByfQsvvnv0kHWF8m3FdIvJtWuR115LLqj+8JI1r0Y4KkqeyqA0ml2vx1vWgH9jdN11muLCqeq/BbK2bITryhX5mB+7TSmyMfZUdFy3DbJyaQjNz272DPDXcU6yHti7t4jD1RmwYMGCwA/4Olw8GyPeQ/B2drgoj6zj4R5FCSoDJbSHIXiHw9/RtNt0C4CLdN0fLx3nPaXIxmZqTzqukWdV/W8POh4XJy9f4K3j9fXyaDgvvlV0XLcN4j1TYfUorpV23Azc9Jz+7jsxwtUZEPRIB+pt0wNL6+rIgaVGzo0CZIWtrubTM3I65Qr/8cfkm1fvv64OmDWLXK9ebZxnwL9nxBhlzcdqsMjJId/HjwMrVpBrXr3/o0flg1p/9Su+fJs1UKdPk+/p07kZqGv69SMXVMdPnTKn45THM2fkNVdmdZxOiVAd59UY1dQAixeT60WLwiJrVf3PyyPfubny+aO8Rj3y82W78eyz5vimdZmXjlO7+Mc/ymm8bBrV8YICLx3XbYMoj2VlZIc4YM7RXLdOnsbnZcdZJ3PNGnKdmmqZHTeEw4cBAP2Li4EdO0iacLg6LoIe6UCFv3atnGb0gFJAXnTY0iLP1Rs1UPQAWbqVnxpQPVuclcAqPM2zuto4z4DMY3W19z10HKtB4XQC77wj39OFsCUlxmijoHzv3i0vCP3uO8v41g2nU254W1vldCNr4BicptvQqY5LkjkdpzzW1sp0Ur3XC6rjVB5UH9nzM42AyvryZbK7FyANUxhkraj/TifwwQfkWpJkfunIglFQvrOy5B3NxcX20nGqz6yOf/ml8TwBfzvuo+O6bZAvz+xIn15QHaebsqiOU700CspzdbVsI6uq7CXrv/+dXLMBab/91nienCAcLovwwgsvBH5Ayds2ekApQBYYsj2XiAhNC2sVoXaQKl2gbRRqw85GeQb8e0JMRQ0qA1+o8b15swHCGPCWNeDPt5keodoBsn/7m/E8AVxPA9GyMMN3z57emzauuYas2TMCNVl/952x/CjUetFhkLWi/qvxzXb8jMAKHfdtdK3Q8b/8xXieQFC+ddugAPZMN9RkffSo8TyB0NgzK/hevtx4npwgHC6LkJWVFfgBNcNs9LBOwFtJe/UyvqNQ7SBVGonbKNR2qPHi2ec+qAx8ocZ3ZaUBwhhYLWulez1QO0DWKG1uVKqNFhnlu0sXsmCcwizPSrKmo3JGoTYaEQZZK+q/Gt90StkoOqmOB+Nbtw26+mrvToQVOm4kPiGL9iBrJb7NDhhwgHC4LEJSUlLgBwL1hI0c1gl49xLMKKzagaJ015kZREb6p5nhOUAvOKgMfKHG94ABBghjYIWseRooNb6N0uZGd3oMjS948W0Fz0ZHhSkiIpQ7OmGQtaL+q/E9cKB+ulhYbc8AW+p4ML512yB2QwxgblRPjWeza+HYcBgsLLLjuqHG96BBxvPkBOFwWYRzdL5cDUoV1cxhnQC/iqp2SDI9TsUMbrjB+94szwGMclAZ+ELtINXf/tYAYQyskDXPxkiNb6O0uVGvZPR48m2FjtNjsczAd1Eyb1lr5FtR/9VkPWWKfrpYWG3PIiPliPtGYJGOB+Nbtw0C+HWc1XT8iSeM5wmQkWbfqfz2YM/+9CfjeXKCcLgsQiu7MFMJbEV1OMgaLDMHswL8ev/0INXbbvNOv+su43lSJCTI12YOZaW46irvrc8M30Fl4AvKt++Bs089ZYw2Cl+jrOHg4aBg5XvVVea2ZVO+2QYtMdE4bW40s3KhgXTtpuMjRninJycbz5OCbTy6dDHPs+/GAI18K+o/5bt/f+/0CROM0Ubhq+PR0fxlbSZoLuWbpfP2203ruFd+UVHkJAWGb902COCv47fe6p3Oo+PMznbw0HGeI/aUb98R9uefN54nJyjM7wjwQN++fQM/wPaC77tP3rpqBrx6RgBR2pQU4Mkn5R1sPALHsXnMng289pr5PK+/Xp6fZ8ogqAyUkJICPPggmVqivSReW8cB4nicO0eCl5oBL6NMkZJC6PrNb8i92SkmAN3i4+WbJ54ANmwwnSdXvqmO33cf2UEK8NfxJUuA554zlx89T5GuvdHIt6r+p6SQQ6Fp2A6Ar47HxhJazUQKB/jaM4Dw/d138k7kxETzebJ8P/cckJHh9bMhG8RrpgKQdfyOO+Rderx0nMb12rgRePxxc/nR8xSpg8qD76FDZWczJsb4BhuOMDXCVV9fj2nTpuGxxx5Dz5494XA4sGjRIl15uFwuvPPOO0hISEBcXBySk5Px1VdfmX423Dh48GDgB9ht2IWF5mKYUPCsqBTsmpbPPjNHp9MJsOXichnPi4WKYQ4qAzVcc423w/Hgg+b4ZsMrREcD27YZz4uC19Qai/vvl6+3bzcXMwtALVv+ubl8dNwKvtlp7g8+MK/j9AgewPxGEwoDfAfU/759vfkeOdIc3zQOFUAaTrPhFgBr7BkNWQEQHTerkzSuHkA6zT75GbJBvB1NwHu0Z+pU8zr+/ffyPY2JZwbseYoAH76HDcMVenary2XannGBZAJlZWUSAKl///7SAw88IAGQ0tLSdOXx/PPPS5GRkdLUqVOluXPnSqNGjZIiIyOl3bt3m3o2EPLy8iQAUl5enq739ODChQvqP65ZI0lk/IR8HA7yvWaNuT/NyJDz/Mc/zOXFm07fvOjHLM+SJEmPPy7nV1vrSQ4oAz202pHvCxfkvJ54wlxeFKtXW8c3Lx2fNUvOc8kSc3nxptNKHb/nHpm+lhZNr4TMBlnFd3m5nNcLL5jLywo6NZShIRv08cdynhs3GqNNJ52G8+Kp4yNGkLyuvtp8XpJknQ0yiLy8PMmUw9XU1CRVVVVJkiRJBw8e1O1wff311xIAacaMGZ60xsZGadCgQdKoUaMMPxsMoXC4vvjiC/Ufk5Jk4bPKcPvt5v40M1POb9Uqc3nxptMqniVJkn7xC5JfVJQktbV5kgPKIFS0WsV3WxvhF5CkSZPM5UWRlORvSE3w3cYrLxYrV8r5bdliLi83nbaXtSRJ0tNPk/x69dL8SshskFV8NzTI+U2ebC4vK+jUkJ8hG/TPf8r55eQYo00nnWHJyxdjxpD8br7ZfF6SZJ0NMgjTDhcLIw7XH//4R6lLly7SxYsXvdI//vhjCYB08uRJQ88GQygcroCIjVXuJcTGmst3xgw5r0GDzHvyPOm0imdJkqRx4+T8kpI6B99r1khSZCTJ6/rr+fTa2gPf06fLeQ0e3DlkLUmS9MgjcoPRmXScNu433mgvnq3Ij+JPf5LzGjrUXnxbqePsKK7ddJwD8vLypLDuUjx06BCGDBmC7j6L+EaOHAkAyM/PN/SsHRDwSAelOCFmYpgAZG6aPSOstNTcUQsAXzqt4Bkg/LGLsc0cq0Fhd76VjqUxK2uAO9+SFXz/+c/yvdnjkQD7yxog/NG1qpKk+XikkNkgK3Vcksi92eORrKBTQ36Gjhf79FP5/vhxe/FtpY7v3Uuudeh4QFhhg8yCl/dmZITr1ltvlR588EG/9GPHjkkApDlz5hh61hdNTU3SxYsXPZ+dO3daPsJVV1en/iOdW6a9N/rtdBr/QyuGennSaQXPkhSQ74AyCBWt7UXWvGltL3zbnWdJMsx3yGxQZ5S1xvx02yC7822ljvuORNmJbw7wGuFqa2tDU1OTpo9Eex0m0djYiBiFrcOx7p0FjY2Nhp71xSeffIIePXp4Pve7d2NVVVVh7ty5cLlcnp5Iamoqzpw5g5UrV+Lw4cPYtWsXsrKyUFJSgkWLFuHSpUtez9bW1iIjIwNFRUXYunUrsrOzcfToUbz33nuoqanxeraxsRHz589H6R13IO+991A/aBDaoqNR278/zs+fj1T38RqpqalobW3F7Nmzcfr0aaxduxa5ubnIycnBxo0bUVZWhnnz5nnR3VJQIPcGKSQJbYWFWLx4sR/ddXV1SE9Px/Hjx7FlyxZkZ2fjyJEjWLZsGaqrq8mzKSnY/MoraBsxAi2RkXANHYrc997DvhtuQG5uLpxOJyorKzFr1iy0tbUhNTUVbW1tmDVrFiorK+F0OpGbm4t9+/ZhU3Q0zvzjH6jp0wdSTAzOJSSQUajTp1FdXY1ly5bhyJEjyM7OxpYtW3D8+HGkp6ejrq7Oi+5Lly5h8eLFOO4+NqO1qEiR75Zjx7BixQrMmzcPZWVl2LhxI3JycpCbm4u1a9fi9OnTmD17NlpbW73yr6ysxOq2Npz4+99RP2gQWqOi4LrlFnz129+i8bHHvJ6tqanB0qVLcfToUWRnZ2Pr1q0oKipCRkYGamtrvcqw9dZb0eLO69D772PXddfh8OHDWLlyJc6cOeOVr8vlwty5c1FRUYENGzYgJycHBw8exLp163Dq1ClVWbcWFODQoUPYs2cPNm/ejBMnTmDhwoVoaGjwyv/8+fNYunQpCgoKsH37dmzbtg0FBQVY0tiI+sWLiWxiY3EuIQGNS5YgrbYWJSUlyMzMxO7du5Gfn49Vq1b50d3c3Iy5c+fi5MmTWN+lC1Y8+ywaEhPRGhWFK0OHIuv119H8s5/51bVVq1YhPz8fu3fvRmZmJkpKSpCWlob6+nqvZ6Xjx1X5Pn/+vNezDQ0NWLhwIU6cOIHNmzdjz549OHToEFavXo2qqir52cpKtK5cieqEBEgxMbg4YABK/vY35MTHY8OGDaioqNBuI267DdvffJPIOjISSErC5ldfRe2YMYo2YunSpeo2orQUX375Jfbu3Ys2FR2XiooC2oi3337bj+5z585h+fLlOJyYiGPTp6PuppvQFh2N8337onHJEi8bpMlGuMvwyrJlqOnTB20xMbg4cCCKPv4Yuf366bMRmzahrKwM8+fPV5V1W2Ghbhuxc+dOHD58GMuvXMHFhQu99Lt5xQrMO3dOv41YvRp5Awag8KOPUDdwINqio1HTpw9cy5Z5lWF6enpwG8HQ3VJYqCprPTZizpw5aGlp8bJBzcOGoTUqCpcHD0bhRx9hc0xMeG3E+vU4cOAADhw4gFZ2Zy/Dd8uxY7psxIULF7BkyRIUFBRgW48eWJKSgqYhQ9AaFYWW4cOx+dVXgWee0WcjUlPR0tKCOXPm4NSpU1i3bh0OHjyInJwcXTZi37598ghXdna2BEDTp7Cw0M97EyNc3iguLrYsb0VYuZjRzgjAd8hlECq0E1lzL/92wjd3GOS7Xet/B5G1bhl0EL51wyK+7VQH8vLyJE/g06FDhyItLc3fy1RAPBvQ0ATi4+NxWuHQ1KqqKgBAAhOVXM+zvoiJifEaHeumdhYUR5SWlmLw4MGW/48H06aROW96xILZoxbaCwLwHXIZhArtRNbcy7+d8M0dBvlu1/rfQWStWwYdhG/dsIhv29UBXt6bkRGuqVOnKu48/OijjyTAe+ehnmeDIRS7FHfu3GlZ3qpYs4b0CGJjyXeY5qpDDhW+wyKDUKEdyNqS8m8HfFsCA3y3e/3vALI2JIMOwLchWMC3nepASMNCNDQ0SIWFhdK5c+c8aTk5ORLgHVurqalJSkxMlJKTk73e1/NsMITC4fr2228ty1tAG4QMwgtR/uGFKP/wQ8ggvLBT+XtNKRoFXTheWVkJANi4cSNOnToFAHjrrbfQw31m3IEDBzBmzBhMmzYNH3zwAQAgOTkZEydOxLvvvouzZ88iMTERixcvRnl5ORYsWOD1P3qetQOKioqQlJQUbjI6NYQMwgtR/uGFKP/wQ8ggvLBb+Zt2uD777DNUVFR47p1OJ5zu2BkvvfSSx+FSQ3p6Ot5//31kZGTgwoULSEpKwqZNm3DfffeZejbcuJ89l04gLBAyCC9E+YcXovzDDyGD8MJu5W868Gl5eTkkSVL8DGQOAH7ggQcgSZJndIsiNjYWM2bMQFVVFZqamnDgwAE8+uijiv+l59lwY9WqVeEmodNDyCC8EOUfXojyDz+EDMILu5W/Q5I4BdVqR/jmm29w1113IS8vD3feeWe4yREQEBAQEBDowPjmm2/Mj3AJKMPwsTIC3CBkEF6I8g8vRPmHH0IG4YXdyl+McFk0wuVyuRQj4wuEDkIG4YUo//BClH/4IWQQXtip/MUIl4VYtGhRuEno9BAyCC9E+YcXovzDDyGD8MJu5W96l2J7BD13sVDp/CZO6Nu3L7755hvL8hcIDiGD8EKUf3ghyj/8EDIIL+xU/oWFhZ3T4SovLwdAwlYICAgICAgICFiNTrmGq7q6GllZWRg4cCDi4uK4519fX4/7778fO3fuDMm5jQL+EDIIL0T5hxei/MMPIYPwwm7l39jY2DkdLqtRV1eHHj164OLFi+jevXu4yemUEDIIL0T5hxei/MMPIYPwwo7lLxbNCwgICAgICAhYDOFwCQgICAgICAhYDOFwWYCYmBhMmzbNNvE/OiOEDMILUf7hhSj/8EPIILywY/mLNVwCAgICAgICAhZDjHAJCAgICAgICFgM4XAJCAgICAgICFgM4XAJCAgICAgICFgM4XAJCAgICAgICFgM4XAJCAgICAgICFgM4XBxhMvlwjvvvIOEhATExcUhOTkZX331VbjJ6pDYsWMHHA6H4icnJ8frWSEXc6ivr8e0adPw2GOPoWfPnnA4HFi0aJHis3rKWshFG7SWv546AYjy14qDBw/id7/7HW699VZcddVV6N+/P5599lkUFxf7PSv03xpolYHd60CnPLzaKkyaNAmrV6/GlClTMHjwYCxatAhjx45FdnY2fvKTn4SbvA6JyZMn4+677/ZKS0xM9LoXcjGH6upqTJ8+Hf3798ftt9+OHTt2qD6rp6yFXLRBT/kD2uoEIMpfK/72t79h7969mDhxIpKSkvDDDz8gNTUVd955J3JycjBixAjPs0L/rYEeGQA2rgOSABd8/fXXEgBpxowZnrTGxkZp0KBB0qhRo8JIWcdEdna2BEBatWpVwOeEXMyjqalJqqqqkiRJkg4ePCgBkNLS0vye01PWQi7aobX8tdYJSRLlrwd79+6VXC6XV1pxcbEUExMjvfjii540of/WQasM7F4HxJQiJ6xevRpdunTBa6+95kmLjY3FK6+8gv379+P7778PI3UdG5cuXUJLS4vib0Iu5hETE4Mbb7wx6HN6ylrIRTu0lj+LQHUCEOWvB6NHj0Z0dLRX2uDBg3HrrbeisLDQkyb03zpolQELO9YB4XBxwqFDhzBkyBC/U8lHjhwJAMjPzw8DVR0fL7/8Mrp3747Y2FiMGTMGubm5Xr8LuYQOespayMU6BKsTgCh/s5AkCWfOnEGvXr08aUL/QwslGVDYtQ6INVycUFVVhfj4eL90mlZZWRlqkjo0oqOjMX78eIwdOxa9evVCQUEBPvvsM9x7773Yt28ffvSjHwEQcgkl9JS1kAt/aK0TgCh/s1iyZAlOnz6N6dOne9KE/ocWSjKwex0QDhcnNDY2Kh6SGRsb6/ldgB9Gjx6N0aNHe+7HjRuHCRMmICkpCe+++y4yMzMBCLmEEnrKWsiFP7TWCUCUvxkUFRXhzTffxKhRo/DLX/7Sky70P3RQk4Hd64CYUuSEuLg4uFwuv/SmpibP7wLWIjExEU899RSys7PR2toKQMgllNBT1kIuoYFSnQBE+RvFDz/8gCeeeAI9evTwrAGiEPofGgSSgRLsVAeEw8UJ8fHxqKqq8kunaQkJCaEmqVOiX79+uHLlChoaGgAIuYQSespayCV08K0TgCh/I7h48SIef/xx1NbWIjMz06+MhP5bj2AyUINd6oBwuDjhjjvuQHFxMerq6rzSv/76a8/vAtajtLQUsbGx6NatGwAhl1BCT1kLuYQOvnUCEOWvF01NTXjyySdRXFyMTZs2Yfjw4X7PCP23FlpkoAbb1AFLgk10QuTk5PjF9GhqapISExOl5OTkMFLWMXH27Fm/tPz8fCkqKkoaN26cJ03IhS8CxYHSU9ZCLsYQqPy11glJEuWvBy0tLdK4ceOkyMhI6csvv1R9Tui/ddAqA7vXAbFonhOSk5MxceJEvPvuuzh79iwSExOxePFilJeXY8GCBeEmr8PhueeeQ1xcHEaPHo3evXujoKAA8+bNQ9euXfHpp596nhNy4YPU1FTU1tZ6du5s3LgRp06dAgC89dZb6NGjh66yFnLRBy3lr7VOAKL89eDtt9/Ghg0b8OSTT+L8+fP417/+5fX7Sy+9BEBfmYry1wetMrB9HbDEjeukaGxslKZOnSrdeOONUkxMjHT33XdLmZmZ4SarQ2LmzJnSyJEjpZ49e0qRkZFSfHy89NJLL0klJSV+zwq5mMeAAQMkAIqfsrIyz3N6ylrIRTu0lL+eOiFJovy14v7771cte98mVOi/NdAqA7vXAYckSZI1rpyAgICAgICAgAAgFs0LCAgICAgICFgO4XAJCAgICAgICFiM/w+7WAuDQhijNQAAAABJRU5ErkJggg==\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnEAAAFJCAYAAAD0THtlAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOx9e3wU1dn/d7LZ3Am5Ei5CkEsgoGhtFS/1Utu3eOmrsmhtX21rf1prW2utFVrfvpWE2mqlL9Y2VIIoN0HkslzlJYgg9wBBEDBXQkiEhJDN/brZy/n9MXNmZ3ZnZmd3Z2YT2O/ns59sds/MnH3Oc855znNlCCEEVxkOHjyIb37zm/jggw+Qm5sb7u5EoAJNTU3IzMwMdzciCACRMRtciIzX4ENkzAYPysrK8OSTT+LAgQO44447NLtvtGZ3GkSIj48HAOTm5uKmm24Kc28iUIP169djxowZ4e5GBAEgMmaDC5HxGnyIjNngA5U/tEKUpneLIAKdcO2114a7CxEEiMiYDS5ExmvwITJmEUSEuAgGBfr6+sLdhQgCRGTMBhci4zX4EBmzCCJCXASDAm1tbeHuQgQBIjJmgwuR8Rp8iIxZBBEhLoJBgUgAyuBDZMwGFyLjNfgQGbMIIkJcBIMCu3fvDncXIggQkTEbXIiM1+BDZMwiiAhxEQwKPPHEE+HuQgQBIjJmgwuR8Rp8iIxZBCELcV1dXZg7dy7uu+8+pKWlgWEYLFu2TPX1drsdv//97zFy5EjEx8dj+vTp+OSTT0JuG8GVhffeey/cXYggQETGbHAhMl6DD5ExiyBkIc5ms2HevHkoKyvDDTfcEPD1Tz31FBYsWIAnnngCb7/9NkwmEx544AEcOHAgpLYRXFl4/vnnw92FCAJEZMwGFyLjNfgQGbMIQhbiRowYgYaGBtTW1mL+/PkBXXv06FGsWbMGr7/+OubPn49nn30Wu3fvRnZ2NubMmRN02wgkYLUCY8cCDON5xcQAg4R2BQUF+tx4zhyWDkK6jB3L0utqhdUKDBsmpsmwYQHTRLcxCxfmzAGioz00iY4eNPNHDYIaL4145YqDQbwyqOZYhFf0AdEQx44dIwDI0qVLVbWfPXs2MZlMpL29XfT5X//6VwKA1NXVBdXWH44fP04AkOPHj6u+ZlBjwwZCAPnXww+Hu4d+YbPZtL/pww8r02XDBu2fOdDhj1dmz1Z9K13GLFxQ4pVBMH/UIODx8scrV+P8IcRQXhk0cyzCK7rJHWENbDhx4gRycnKQnJws+vyWW24BAJw8eTKott6w2+3o6OjgX11dXdr8gMGC555T/n7z5gF/GioqKtL2hlYr+7uV4I9uVyL8/eb581XziuZjFi7445XNm68IjVzA4+WPV67G+aOGVzRcawfNHIvwim4IqxDX0NCAESNG+HxOP6uvrw+qrTdef/11DB06lH/dfffd/D0LCwtht9t5tXRBQQEaGxuxdu1anDp1Cvv27UNRURGqqqqwbNkydHZ2itq2tbVh5cqVKC8vx65du7Bnzx6cOXMGq1evRnNzs6htb28vlixZgnPnzuHjjz/GwYMHcfz4caxfvx719fWiti6XC++88w4uXryIjRs3oqSkBMXFxdi6dStqamqwePFin343NTVhzZo1OHXqFPbu3YuioiJc/Ne/gKYmv2PR+8tf4vTp0/jwww9hs9lE9+3r68OSJUtQU1ODbdu24dChQygpKYHVakV9fT0WLlwIt9uNgoICuN1uLFy4EPX19bBarSgpKcGhQ4ewbds21NTUYMmSJejr6xPd32az4cMPP8Tp06exZ88e7Ny5ExUVFVixYgU6OjpQUFCAadOmoaCgAJ2dnVi+fDkqKipQVFSEvXv34tSpU1izZg2amppE97Xb7Vi8eDFqamqwdetWFBcXo6SkBBs3boTrZz/zSxM0NeH4H/+Ic+fOYcmSJejt7RXdv7m5GatXr8aZM2ewZ88e7Nq1C+Xl5Vi5ciXa2tpEbTs7O7Fs2TJUVVWhqKgI+/btw6lTp7B27Vo0Njb69LuwsBC1tbXYsmULiouLcezYMWzatAkXLlzAokWL4HQ6Rdc0NDRg/fr1OHHiBA4cOIDt27ejuroa77//Prq7u0VtW1pasHr1apSWlmL37t349NNPUVpain0vvqiKV+zPP49169b59NvhcKCwsBB1dXXYvHkzTCYTjh49is2bN6Ourg6FhYVwOBw+c23dunU4efIk9u/fjx07dqCqqgpLly5FV1eXqG1raytWrVqF0tJSfPrpp9i9ezdKS0uxevVqtLS0iNp2d3fj/fffR3V1NbZv344DBw7gxIkTWL9+PRoaGkRtnU4nFi1ahAsXLmDTpk04duwYiouLsWXLFtTW1qL3Jz9RpAcBgPnzUV9QMCjXiIqKCixfvhzjx48Xte3o6MCKFStQUVGBnTt3Ys+ePfwa0bFsmX9eaWpC8Zw5hq0RtK1Wa8TFixfxzjvvwOVyia6pr6/H+vXrcfz4cRw8eBAff/wxv0aQn/9cmSYA+n/9a83WiMzMTEPXiFWrVqG1tVXUtqurC0uXLkVVVRV27NiB/fv34+TJk/wacfw731HFK02FhYN2jVAjRxw6dMgvbwQFLdV6gZpTx40bR+6//36fz6urqwkA8tZbbwXV1ht9fX2kvb2df+3du/fqMadmZyursYWvAYzdu3drdzN/qn3h64YbtHvuQIfGvKLpmIULVxGvBDReanllkNMkIATCKxphwM+xq2j++MMVaU6Nj4+H3W73+ZzWg4uPjw+qrTdiY2ORnJzMv5KSkkLt+uBBba36tgPYpOpyubS7WX6++rZnzmj33IEOjXlF0zELF64iXglovNTyyiCnSUAIhFc0WmsH/By7iuZPuBBWIY5GtnqDfjZy5Mig2kbAIdCF4qWX9OmHBrjmmmu0u1lZmfq2LteAFm41gw68oumYhQtXEa+oHq9AfuMgp0lACIRXNFprB/wcu4rmT7gQViHuxhtvRGVlJTo6OkSfHzlyhP8+mLYRcAjkFAQEpokxGMeOHQvfw+fNC9+zjYIOvBLWMQsXBjGvqB6vQHllAB8OwwaN1torbo4N4vkTLhgmxPX09KC8vBw2m43/7NFHH4XL5cLixYv5z+x2O5YuXYrp06dj9OjRQbWNgEMgpyCKAXoS+s///E9tbmS1Ag5HYNeUlmrz7IEMHXhFszELF64yXlE9XoHySm3tgF1XNEMwvKIBTQb0HLvK5k+4oIkQV1BQgNdeew3vv/8+AGDr1q147bXX8Nprr6G9vR0Am6w3NzdXlJxw+vTpeOyxx/DKK69gzpw5WLx4Me69916cP38eb775pugZgbSNIAQM0JPQBx98oM2NAtUiAIDJpM2zrzT44RXNxixcuMp4RdfxGqDrimYIRtuoAU0G9By7yuZP2KBFdER2djYBG2nv86qpqSGEELJnzx4CgMydO1d0bW9vL3n55ZfJ8OHDSWxsLLn55pvJjh07JJ8TSFslXBXJfpWigkwm+e/i4sLdc31hNsv/9qgoeXpdyYjwijQivOILJV6Ro8mVziuBRGAKX2ZzuHuuLyLzRwS95A7tYp0HEa4KIW7aNOVQ7sxM6e+ys8Pdc0n861//0uZGcguL2axMsys5o7hOvKLZmIULVxmvqBovpdQig3Bd0QRKvDB2rDLNQuSVAT3HrrL54w9XZIqRCHSEkt/K3LlAQoL0dz09+vQnRPzET8JVVfDnozF3rvx3V7I5SCde0WTMwoWrkFf8jpfVquyQPwjXFU2gNH8WLGBfcgiRVwbsHAtl/kQCYQJCRIi7UiHnW2A2AzNnAo2N0t83NQ1IJ+QNGzaEfhMlH40pUwCLRZ5uV7LDrU68osmYhQtXIa/4HS8lmowdOyjXFU3gb/7oyCsDdo6pmT9ms/T3V0MgjIaICHFXKvxFBeXkyH83ADUJd9xxR+g3qayU/46eDOUWlivZ4VYnXtFkzMIFf9pJ4IrjFb/jpTR/qLZpkK0rmkBNBKZOvDJg55iatTY3V77NlcorOiAixF2JsFrZxIlSmDKF/aukzq6o0L5PIeLcuXOh3yQrS/rzzEz2xAzI0y3QUPnBAh15RZMxCweUTEFU4wRccbzid7zUzJ9Btq6EDDXzB9CNVwbsHIvwimGICHFXIpRU2XTiWCzshJKC3AQMI5TKqoWMxETPe7nT4ZWaTVxHXtF1zPSEEk2E/k1XGK8EPV7C+TPI1pWQoWb+ALrxyqCbY1czr+iEiBB3JUJOlU19NCjknJAZRvs+hYiUlJTQb1JfL/35pUue93KnQ4a5MlX8cmZDDXhFkzELB9TOnyuMV/yOl5r5AwyqdSVkhJlXBuwci/CKYbi6hbjHHx+UJ2a/kDvFjBol/l/OCfniRW37owHKy8tDu4GciYxhgEmTPP/LOdwScuWp+JVoIjQFAUHxSshjFi6onT9XGK8ojpfa+QMMqnUlZISZVwbkHIvwiqG4uoW4s2eBWbOuTEFODeSckB2OAUeTu+++O7QbyJk9CPE9JY8cKd32SlPxB0KTIHgl5DEbDLiCeEVxvHTmlasCOvDKgJxjEV4xFFe3EAcMWtOHIuRON96q7EFkDlq3bl1oN1Br9lDClabiD4QmQfBKyGMWLqidP0oYhLyiOF4688qgRZh5ZUDOsQivGIqIEBeCOtvutOPIhSNo7W3VuFMhQupkJ6XKHkTmoOeffz60G8jRxNtsCGizMA8G5OT4biByNAmCV0Ies3BB7fwBriheURwvnXll0CLMvDIg51iEVwxFRIgDpCecH9S01mDKv6fg1vduRfY/slF0tkiHjgUBuazqUqpsgI2akjoJDjBzUEFBQfAXB0oTqUUIGHA0CRkzZrA0EIIQ9nMpyEXYycyfkMYsXLiKeUVxvHTmlUGJAcArA3KORXjFUESEOECeuWTgJm78l/W/cK6VzdHT2d+Jx9c/jobOBj16Fxjy86UXCmF+KyHmzvWdcMCAy5r9s5/9LPiLr1CahIwimYOH3Ody80Tm85DGLFy4inlFcbx05pVBiQHAKwNyjkV4xVBEhDiGkWcuGWyp2ILiC8UYEjME1S9U4xsjv4F2ezv+sv8vOnUyAFRWSi8Ucip7iwXIzvb9fID5JCxbtiz4i69QmoQMufQicmaMoiJpM4nM/AlpzMKFq5hXFMdLZ14ZlBgAvDIg51iEV6Sxe7cut40IcUHY3guOsirs5295HuNSx+H1b78OAFjxxQr0OMJc6FlONT98uPw1Ur4aA8wn4b777gv+4iuUJiEhkDQAFFKblgJNQhqzcOEq5hXZ8TKAVwYlBgCvDLg5FuEVaVitwOzZutw6IsQBAfkkXOy4iN01rET97NefBQDce+29uDblWnT2d2Jj2UZduqgr5MK8B5BPwhdffGHsA68gXydJBJIGgCJAmhg+ZuHCIJg/aiA7XgbwylUDjXllwM2xCK9IQ6myR4iICHFAQD4J/3f2/0BAcOs1t2JsylgAQBQThZ/c8BMAwPIvluvVS3UIJgJqEPgkDBs2LPiLg6HJFeTrJIlgUq4ESJOQxixcuELnjxrIjpcBvDIoMQB4ZcDNsQivSEOOLhogIsQBAfkkfHLuEwDAjPHiSffD638IAPjs/Gfo6u/Stn+BIJCQd4pB4JNgMpmCvzgYmlxBvk6SCCQNAEWANAlpzMKFK3T+qIHseBnAK4MSA4BXBtwci/CKNHTUKkaEOEC1/d3ldmHXuV0AgP8Y9x+i7yamTcTYlLFwuB3Ye36vLt30i0BD3ikGgU/CxWDLsARLE+CK8XWSRKBpACgCoEnQYxYuXMHzRw1kx8sAXhl0GCC8MuDmWIRXfCHHKxohIsRRqPBJOHHpBFp6WzAkZghuGXWL6DuGYfDdcd8F4NHWGY5AQ94pBoFPwje+8Y3gLgyWJsAV4+skiUDTAFAEQJOgxyxcuILnjxrIjpcBvDLoMEB4ZcDNsQiv+EKOVzRCRIijUOGTcPirwwCAO7PvhNnkm2X6u+NZIW5n9U5t+6YWgYa8UwwCn4Rt27YFd2GwNAGuGF8nScj5aPg7+QZAk6DHLFy4guePGsiOlwG8MugwQHhlwM2xCK/4Qo5XNIKmQpzdbsfvf/97jBw5EvHx8Zg+fTo++URZK/XUU0+BYRjZl1Bd/Nlnn8m2Ky4uDr7jKn0SjtUfAwDcPPJmye/vGXsPAKDMVoaW3pbg+xMs5PwR/J1mBoFPwjPPPBPchcHSBLhifJ0kESxdAqBJ0GMWLlzB80cNZMdLSkuiMa8MOgwQXhlwcyzCK76Q075qBE2FuKeeegoLFizAE088gbfffhsmkwkPPPAADhw4IHvNz3/+c6xcuVL0WrFiBRISEjBlyhSMGjXK55oXXnjB55oJEyYE33GVtveS+hIA8kJcekI6JqZNBAAcvXg0+P4EC29/BIZR5/sFDHifhEWLFgV3odTJVy1NrhBfJ0kEyysB0CToMQsXQuGVAT5/1EB2vLy1ITrwyqDDAOGVATfHIrziCzntq1YgGuHIkSMEAJk/fz7/WW9vLxk/fjy57bbbArrX/v37CQDyl7/8RfT5nj17CACybt26kPp6/PhxAoAcZ0nLvrKzFa/p6OsgTB5DkAfS0Nkg2+7HG39MkAcyd8/ckPoYMDZs8PwW4WvOHHXXT5smff0NN+jabd0hR5cNG/xfO20aIQzje60fXhnwCIVXrlSaEBI6r1xN8yfCKxFe8UaEV6TB0eU4wModx49renvNNHHr16+HyWTCs88+y38WFxeHp59+GocPH8ZXX32l+l6rV68GwzD4r//6L9k2nZ2dcDqdIfVZBD8+CScunQABwTXJ12B4knxG7ltH3QoAKL4Qgnk3GEg5Twaijh7gPglBF3qWo4sa08UV4uvkg1B4JQCaDMji3EoIhVcG+PxRA8nxMohXBh0GCK8MqDkW4RVp6JjoF4B2mrjvfOc7JDc31+fzXbt2EQBky5Ytqu7T399P0tPTyR133OHzHdXEJSUlEQDEZDKRe+65hxw7dkzxnn19faS9vZ1/7d2711cTxzCKJ6F/HP4HQR7Iwx8+rPisz+s/J8gDSXkjhbjdbjU/WRvExUmfguLi1F0vdRLyQxMjUV9fH9yFodIlO9v32gFEl6BgEE2CHrNwIRS6DPD5owaS4xWZP9IYILwyoOZYhFekwdFlwGviGhoaMGLECJ/P6Wf19fWq7lNUVITm5mY88cQTPt/FxMRg1qxZePvtt7F582a89tprOH36NO68806cOHFC9p6vv/46hg4dyr/uvvtu30aEABUVKCgoQGNjI9auXYtTp05h3759KCoqwuFqNjJ1YspE/vRTUFCAtrY2rFy5EuXl5di1axdspTaYo8xo62vDifMnRG17e3uxZMkSnDt3Dh9//DEOHjyI48ePY/369aivrxe1dblceOedd3Dx4kVs3LgRJSUlKC4uxtatW1FTU4PFixfDbrfz19jS0kC8TkEEQN/YsVi+fDk6OztF9+/o6MCKFStQUVGBnTt3wlVW5nsSIgTOL79EX18flixZgpqaGmzbtg2HDh1CSUkJrFYr6uvrsXDhQrjdbhQUFMDtdmPhwoWor6+H1WpFSUkJDh06hG3btqGmpgZLlixBX1+fqC82mw0ffvghTp8+jT179mDnzp2oqKjAihUr0NHRgYKCAhw8eBAFBQXo7OzE8uXLUVFRgaKiIuzduxenTp3CmjVr0NTUJLqv3W5HZ0ICvM93hGHQP24c3nnnHbhcLtE19fX1WL9+PY4fP46DBw/CJcW3HF2am5uxevVqnDlzBnv27MGuXbtQXl6OlStXoq2tTXTfzs5OLFu2DFVVVSgqKsK+fftw6tQprF27Fo2NjT79LiwsRG1tLbZs2YLi4mIcO3YMmzZtwoULF7Bo0SI4nU7RNQ0NDVi/fj1OnDiBAwcOYPv27aiursb777+P7u5uUVvn+PGSNGkZNgytra2itl1dXVi6dCmqqqqwY8cO7N+/H+6GBkmakPJyFBYWoq6uDps3b8bKlStx9OhRbN68GXV1dSgsLITD4RDdv7GxEevWrcPJkyexf/9+7NixA1VVVVi6dCm6urpEbVtbW7Fq1SqUlpbi008/xe7du1FaWorVq1ejpaVF1La7uxvvv/8+qqursX37dhw4cAAnTpzA+vXr0dDQIKaH08nSNCNDki62jAzRXJNaI5Tmj/casWfPHpw5cwarV69Gc3OzYWtEQUEBmpqasGbNGpw6dQp79+5FUVERKioqsHz5cuzatctnjWjJzPSlCQDn+PGitnJrhNL80XqNoG0DXSMWL16MmpoabN26FcXFxSgpKcHGjRtx8eJF2TWie8gQH7q4GQbuieL9QWqNcJeXS/IKKS8PeI3YsmWLLmtES0sLVq9ejdLSUuzevRuffvopSktLsWrVKtk1wp6dLTl/mtLT+bYOh0O0Rhw9epRfI4hUZC9Hl4GyRly4cAGbNm3CsWPHUFxcjC1btqC2thaFhYWya0R/aqoPXTSFVtLguHHjyP333+/zeXV1NQFA3nrrLVX3+eEPf0jMZjOx2Wyq2ldVVZH4+HgyY8YM2TZaaOK++f43CfJAVp1a5bdPX1v0NYI8EGupVdVv0ASzZwfvj0DIgNckfP7554FfJOejARBiVTk2A5wuQcEgXglqzMKFUHnlCuATyfG6wteVoDCAeGVAzbEIr/hCwCsDXhMXHx8Pu93u83lfXx//vT90dXVh8+bNmDFjBtI56d0fJkyYgIcffhh79uyBy+WSbBMbG4vk5GT+lZSU5NuIENkIGkIIvrz8JQBgSqZC+RAONwy/AQDwRaOBxYmDTbJIIRdtNUB8erq7uwO/KJREvxShRKENVBjEK0GNWbgQKq8M8PmjBpLjpRevDOb5M4B4ZUDNsQiv+ELnRL+AhilGRowYgQYJMwv9bOTIkX7vsWnTJvT09EiaUpUwevRo9Pf3h87Q3gzE4XL3ZbT2tSKKicKkdP/5xW7MuhGAwUJcsEkWKSwWYPZs8WcMA7z55oBwLO3o6Aj8olAS/fqDDK8MChjEK0GNWbgQKq8M8PmjBpLjFSqvyGGwz58BwisDao5FeMUXOif6BTQU4m688UZUVlb6MNWRI0f47/1h1apVSEpKwkMPPRTQs8+dO4e4uDhpDZtaKEQWlTaVAgDGpY5DvNm/RpFq4k5eOhl8fwJFKEltKbwTLhIyYBKWTgqm/IoWNAklCm2gItiEnEJ4n64leCWoMQsXrvD5owaS4xUqr1yp82eA8MqAmmMRXvGFzol+AQ2FuEcffRQulwuLFy/mP7Pb7Vi6dCmmT5+O0aNHAwB6enpQXl4Om80mur6pqQm7du3CzJkzkZCQIPmMpqYmn8+++OILbNmyBd/97ncRFRXCzyEEc878CDExLM0ZBhg2jD0YUSFOjSkVAG7IYoW4823n0d7XHnyfAkEoiX4pBnDCxb179wZ+kRbq+QFMk6ARbEJOIaRO3V50CWrMwoUIr0iPV6i8MshpIokBxCsDao5FeMUX3vuyDtBMiJs+fToee+wxvPLKK5gzZw4WL16Me++9F+fPn8ebb77Jtzt69Chyc3N98tt89NFHcDqdiqbUxx9/HA8++CD+8pe/4N1338Vvf/tb3H777UhISMAbb7wRUv9vQTHmu34Hh8PzWVMTMGsWsOPoWQBATppMkV4vpManYuQQ1nxcbisPqV+qYLUC8+eLPyMEmDNHve8XMKCLED/++OPa3SyQSXWFFDfnYSCvaDpm4cJVxCs+46UFrwxymgSEQHlFCgGutQNmjkV4xRdSNNEBmpbdWrFiBV588UWsXLkSL7zwAhwOB7Zt24a77rrL77WrVq3CsGHD8J3vfEe2zSOPPAKbzYYFCxbgl7/8JT766CNYLBaUlJQgNzc36H4/AiuOYTogEwi8s+QcAGB82njV95ycMRkAW0dVd4Sa6JdiACcsXbp0aeAXaaGev9KSUBrIK0GNWbgQ4RXf8dKCVwY5TSQhlbw1UF7RaK0dMHMswiu+MCCoAQCgaazrIIGw7NYGzOQigN2yUeP4xXUEeSBFZ4tUP+NXH/+KIA/k95/8XsdfwiHUJIsUV1qIt1Z0uZKSUEZ4RRoRXvFFhCbS0IIukfkjjSuJV7xoMuBTjAxWvIQFYGkrJzETIJXVxI1LHaf6voZq4rRwtAUGtE9CUOVltHDgB66I4uY8DOSVAVUSyB8ivOI7XlrxyiCmiSS04BWN1toBM8civOILA4IaAI3NqYMNu/Et1GIs5AU4AEmNQEwP4I7C8d1jVN87N4M17xriE6dVfh2tJqIOUKqjKwstHPiBAU2XgGEgrwQ1ZuFChFd8x+sqWFeCgha8ohFNBswc0yKwDriyeEXOPKwxrmoh7n/xkv9GnBYOHaPx+msxqu9NNXHVLdXod/UH073QESgDDeCEpTt27AjsAq0c+IErMwmlN3TglYDHLFyI8AqAAMbrClpXAoZWvKIRTQbEHIvMn7DiqhbiLmG4/0ZUiGsdh9JS9fceOWQkhsQMgYu4cLblbHAdVAut8usM4ISlavIMiqCVA78SDDhlaQ4DeSXgMQsXIrwCQGK8tHDgBwb0uhIwtOIVjWgyIOZYZP5Iw6DAhqtaiFP18wVCXCBgGIbXxuluUtXSl22AJiy9FGiVBS1pciUlodSaV7zvI6BLwGMWLkR4BYDEeKnIBagaKpJDDwoMsLV2QMyxyPyRhgHVGoCrXohTQWCBEOdwBHZwzM1k/eLKmnQObtDSj2CABjeQQCfDVUCToKCVAz/gd5MPeMzChQivAJAYLwN5ZdBggPHKgJhjA4wmAwaRwAYjIE3g7GzBP16auEAOBDS4QfcIVa2cSoEB61g6YsSIwC7Q0rdigNIkKGjlwA/4pUvAYxYuRHgFgMR4GcgrgwYDbK0dEHMsMn+kYUC1BuCqF+J8kZnchwULBB94CXGB+MXlpLMn2aqWKo16JwEtnUoB3wkZyiKlIU6cOKHNjYKZVAOUJgHDYF7RbMzChauMV0TjdZWsKwFhANJkQM+xUOaPt5l5MPEJYFi1BgCAplnnBglosl/gOPHOKzg2s4sQQojZTAiiewnywL4SmggCzF34xaUvCPJA0v+WrtMvIfokjXz5Zc+9YmMJmTNHs+4Gi5aWlsAu0JouGzYQkpzsuVd2NvvZYIIevPKrX3nuFRcn4pWAxyxcmDaN+CwEofJKQsKg4xXReOnBKz/6kSyvDAroQZMNG9g1NkheGRBzTI+1NjNz0M0fESRoEkn2axAuNUV5HN+G1rF/+xOBnnQAENVW9QeaHLi5txltfW0a9lIArX0IrFbg73/3/N/fPyCiyFatWhXYBXr4VnR0eN7X1bGFdQdTdJ0evLJwoed/u13EKwGPWbigh79WT4/n/SDhFdF46cErK1d6/vfilUEBvfy17HbP+wB5ZUDMMT3o0tTkeT9I5o8IBgU1AIho4sQHcDe5AScIueEG9nB+7aesFu5Xk0XtAjkUDP/7cII8kJKLJfr8mBBOQbNnE2IyiS/NNDWTDbBoe9oMB7TWrlwJZXK0/g1XAk0I0YdXtLxfOBDhFV/o8RsivKL//cKBiCYuXGAwF/lARQVrgk++wH7ccY2nRYDRzuNTxwMAqlurNeynAEE6lT7yCGuyd7nEnze50jALGzAHb4jvF+booIDLy2jplA1cGVFTWifS9EOTAVMSyB/04BVvDAJeEY2Xlg78QGT+yCFEXhkQcyzCK74wqFoDEAlsECETjZjJbAYmTYLFAkSl+ApxhAQW3DAhbQIA6J/w1xsKDGS1Aps3K16M+fi9R5AbANFBTz31lPrGWjsgA1dW1JQ3gl1s/NAkoDELFyK8woMfrwhNAkMom3WIdAn7HIvwStgREeIESESP6ASRmu0rxAEIKF8cr4lr0UkTF0RyxOee83dT9n7z8XtYMZOlSQglcggh2Fy+Gb/5v9/g7eK30d3fHfA91q1bp76xHhnEr4RyMFon0vRTOiigMQsXIrzCgx8vI2kymEpv6ZGINkReCfsci/CKNAyq1gBEhDgR+DJcHANde4O0EBfIvB2fxgpxZ1t10sQFqHq2WsU+o8ogmIdXQyqRQwjBLz7+BR756BH88+g/8WLRi7j53ZtxqSuwTOPf/OY31Tc2Uh1vlPOqFtCaLn5KBwU0ZuFChFd48OOlB02uhNJbA5BXwj7HIrwiDQMDGyJCHAcGbkxChUhCcyVKC3GB8Cg1p+qmiQswq/pLLwVycwZnMJX9wUGeOP9R/A8UHi9EFBOFn930M4waMgpltjL8eOOPQQJg8urqAOinhzr+SigHo2UGfgqF0kEBjVm4EOEVHvx46WXOGuyltwYgr4R9jkV4RRoGVWsAIkIcBwKCKDaoQSChXeiQFuIAICtL3Z2pOfVi50X0Ono16a0I3mp3P06ltbWB3JzABbPHpBrg6aq+sx5/3P1HAMBbM97C4v9cjF0/3oVYUyw+OfcJVp9erfpeiYmJ6h+sR2LRK8XZVgid6RLQmIULEV7hwY+XXol5B2nAB48ByCthn2MRXpGGFF10QkSIAwAwMMOOmdjEnyL6nH1o6uHsjhJCnNoxSYtPQ0pcCgDgXOs5bbrrDeFEHjOGVTlLOJUGrolmf+RL+N+gTlf5n+Wj19mLO0bfgV/f8msAwOSMyfjTXX8CAOTtzYObuFXda8iQIeofbLEAP/mJ5//Y2NAcbYErx9k2NtbzXoFXVEOBLgGNWTiRmel5rzNNBjL48aLmLPobzObQ5w8waOkiQmqq5/0A4JWwzzGLBXj5Zc//MTHa8Yo3BhuvJCd73o8Zo1sFh4gQx2EU6tk33CmivpP73xEH9Kb5tL+k0qWLYRheG6d5hKrVyiZB7O6mD2NVbTJmSiVTapQCJ9QiO+DT1eXuy1h6cikA4I3vvAFGsFD95tbfICUuBWdbzuLjyo9V3a+qKoDSZVYrsHy55/8AE4vOmcOuRQzDvoYNA6wzCgelszoPyis0sagfXlENhZN4QGMWDlCa2Gyez3SmyUAGP1404pD+BodDG3+kQUoXAB5eaW31fDYAeCXsc0yv5PB6WA2MAuUVYXL4wExggUHTrHODBFLJfsfiHPuGK/Gx9/xegjyQmJcn+OQdpM3U4rG1jxHkgfzj8D+0/SEBJkX0/g3C15w5yt9veGR5QF3724G/EeSB3Lz4ZsnvZ++cTZAH8t2V31V1v0uXLql/eAjJIm++WZ4Gsx8uJyQlRcwEg6UcjJ4JNF96yXNPQZm2gMbMC72OXrL+y/Xktb2vkTONZ0LvoxT0pMmGDYQMGTKoeIUfLz3p8rOfee45mEpv6c0r8fFB8Uooc0wT6EmXH/zgiuKV4xMnEkD7ZL+aCHF9fX1kzpw5ZMSIESQuLo7ccsstZOfOnX6v27NnDydM+b4OHz6s2XO8ISXExaHHw4AAWfXeiwR5IFPn3yMv2Khck6nA8uL/vRhwXxURFyfdMYkCrxs2KAtphIjL1YlfXCULlT/Y7XaTCf+cQJAH8t7n70m2qW6pJsgDicqPIo1djX7v+a9//UvVswkhAdFFiIcfVqYRQMhsvCFerAJhhHAiSJr4hTdjCWgS0JgJcLLhJBn7j7F83WLzPDP54IsPQuunFPSiCSGKdAkFTpeTFJYUkkfWPEKe2/ocqbBVhN5XDvx4hYFXBjwGKK8EO8c0wyDnFbfbren9CCGyNDkeEzNwhbgf/OAHJDo6mrz88suksLCQ3HbbbSQ6Oprs379f8ToqxL3wwgtk5cqVoldTU5Nmz/GGtxDHwMkKKQKG+dujIwjyQJ60Pkmys33HJJDDxsKjCwnyQB5Z80hA/fSLAE5BUr+BvsaOZdsoCXpm9Kn+wSUXSwjyQBL+kkC67F2y7b6x+BsEeSD/PvrvwH+7EoIoZeNPyKXCLEDIBswMjhG8UNNaQx5Z8wiJey2OjPzfkeSN/W8Qp8sZ3G/2B71OzBrf92LHRZI1P4sgD2TU/44iXy/8OkEeSPS8aHKi4URoffWGnloEHe7d7+wn/7n6P3nhls6xPTV7Qu+vEIOEV6Sgy6ZMiP68EsoGowBbt438s/if5M97/0xONpwMva/eGKS8svTEUnLtP64l5nlmcv8H95PqlmpN7ksIGXyauCNHjhAAZP78+fxnvb29ZPz48eS2225TvJYKcevWrdP1Od6Q0sRZ8YiI6L/+nokgD+QPn/wh5MPGx5UfE+SB3LjoxoD66RdypxWrVbGZ90vY3Gz2CCtC4cWMPtU/+A+f/IEgD+SxtY8ptpt/cD5BHsg9y+7xe8+ATpwq6SKEvBbS95WJSyGfOmvbask1C64RbcjIA3l689P6bERB0EQVFCZHMFqCH6z/AUEeyLR3ppHW3lbicrvIzDUzCfJAbiq8iThcjtD6K4ReNCFEFw1F/mf5BHkgca/FkXmfzSP3LLuHIA8ka34Wudx1OeQu8+MVBl4JFYfqDpFb3r2FROVHkdyCXLKpbFPI9xRhgPKK0hw7dekUGTZ/GL+2MHkM+duBv4XeXyEGIa/8++i/fdbdrPlZpKa1JuR7E0JkaXJ8/vyBKcTNnj2bmEwm0t7eLvr8r3/9KwFA6urqZK8VCnEdHR3E4ZBfoEN5jjfEQpzb4w8nIPrMZ4cS5IEUHCmQ1WKp9Yv78vKXBHkgKW+kqO6javz4x2IGl/AbkDro0RfVwlGwQpz0a0P2b/12R2hKXXN6jWLbcy3nCPJATPkm0tbbpti2v7/f77N5bNjA+mYJB0phUVGnhfOiBdXGBXE6dLgc5MZFNxLkgeQW5JLP6z8ni0sWk6j8KH00kxSPPOKXVwKGwok5oDEjhOyv3c9vNsfrPQtdQ2cDSX0jlSAPZNWpVaH3WYjZsz39jolRRZMNG8RCv9nM3kYEjTUJpxtPk+h50SIa9PT3kCkLpxDkgTyx4Ymg7isEP14bNhCSmqp6/qiGTtqVg3UHScyfY3w2Zs1N8C+/7Om3wPczZIRAF7k51tDZQEb97yiCPJDJBZPJ91Z/j6eLpgKulO/nAOaVoxeO8vPoD5/8gZxsOEmu//f1vDJBswP0z3/us9ZSuWPACXHf+c53SG5urs/nu3btIgDIli1bZK+lQlxSUhIBQEwmE7nnnnvIsWPHNH2ON7w1cbw/nEBqvuVvEwnyQKylVlkhzlsAkkOXvYufQK29rar76Rcq/QbkDjWQODCxAp+3Jo797Iax/vte1lTGBoT8OYZ09HX4bZ/zrxyezkpYtGiR33sRQoLypQhEC0dfmbgU9KnzrcNvEeSBpL6RSr5q/4r//O8H/06QB5L8erImmhUR9PIxkZOArVb1Y8bhoQ8fIsgDeWbzMz7f/XnvnwnyQG545wbtFtoAabJhAyHJyfI8cfPNKu4d5Ab3+LrHCfJAHv7wYdHvP3bxGC/4ljeVB3VvikWLFsmPpxa+SDpobWzdNl5YeXDVg6TCVkGe2/ocQR5I4l8Sydnms6H3W6nvYaaL3Bz7kfVHvADX3NNMCCHktzt+S5AHkv63dGLrtmnf7wHOK263m3zz/W8S5IE8uvZRfh6dazlH4l6L0+6QONg0cVOnTiX33nuvz+dffvklAaC4kB88eJDMmjWLvPfee2Tz5s3k9ddfJ+np6SQuLo58/vnnmj2nr6+PtLe386+9e/eKhLixmV0+mpsxf8kgyAM5/NVhTTS7mW9mEuRBW78ElacVOSE0M9P3lop+cSb//lpvF79NkAfy7eXfVvUTfr391wR5IM9ueVaxXW1trar7BXqCC0YLx69V0Y8FfBrv6OsgKW+kEOSBLC5ZLPrO5XaRry36GkEeyPMfPx/Qff0iSL+b2bMJMZmkeYdfq6U0Nxs2qB8zQsjZ5rOEyWMI8iApjDT3NJPEvyQS5IF8eu5T9b9bCQHwilo+efhhwUUaaW4qbBU8bb649IXP91T4/cnGnwR1f4ra2tqgNCDemklJHhE21jBq9zf/9xuCPJBJ/5rEHxqdLie5a+ldBHkg931wX9D3FkFvfz4JzY0aSM2xoxeO8kqDoxeO8p/bnXZe6/TKrldC73MQa61qPqEXBBm1K4VtFdt4dwTh4ZkQzyEx5185xOV2Bf0MQojhPnEh54nr7e1FrDCBKIe4uDj+ezncfvvtWL9+Pf7f//t/eOihh/CHP/wBxcXFYBgGr7zyimbPef311zF06FD+dffdd4u+JyCe/FkA3HW1uNTL5o6qK63DiBEdYBjic9+EhHa0tbVh5cqVKC8vx65du7Bnzx6cOXMGq1evRnNzMwoKCgAA8fZ4AMC7697FuXPn8PHHH+PgwYM4fvw41q9fj/r6er5tQUEBXC4X3nnnHVy8eBEbN25ESUkJiouLsXXrVtTU1GDx4sUgFRUsi4h+DIG7rAx79+5FUVERKioq0NwsTRu3uxMVFRXYuXMn9uzZg9OnT8Nu/xDR0ZyM60Ulk8uOkv/+bxw6dAglJSWwWq2or6/HwoUL4Xa7UVBQgKJqtlzKbZm3wWq1oqSkBIcOHcK2bdtQU1ODJUuWoK+vj/+t/WX9AADrKStOnz6NPXv2YOfOnaioqMCKFSvQ0dGBgoICnDhxAgUFBejs7MTy5ctRUVGBoqIi7N27F6dOncKaNWvQ1NQEZ2mpJE1cpaUoLi5GSUkJNm7ciIsXL+Kdd97Bb38r9VvVgGCe87+BN99E3T/+gT179mDXrl0oLy/HypUr0dbWJhrPzs5OLFu2DK/vfB1tfW0YHT8aN0ffjLVr16KxsREFBQWIYqJwR88dAIDCY4X4ovILbNmyBcXFxTh27Bg2bdqECxcuYNGiRXA6naL7NzQ0YP369Thx4gQOHDiA7du3o7q6Gu+//z66u7tZuvj8BJYun376KUpLS7Fq1Sq0traioKAAVisQF2fH/PmAy+V7aVMTmwrpmWe2sx8I8meRujpg1iycfPVVHD16FJs3b0ZdXR0KCwvhcDhE/W5sbMS6devwlx1/AQHBN4Z+A1GtUVi6dCm6urr4tqvfW43vT/4+AODtvW/j008/xe7du1FaWorVq1ejpaVFdN/u7m68//77qK6uxvbt23HgwAGcOHEC69evR0NDA9tWJlu+u6wMxcXF2LJlC2pra1FYWIif/1wNjxBs3gysWtWL7c88A/z97zxnES5X4Rdz58quEQUFBejt7cWSJUtEa8S87fNAQHDv6Huxb90+vi1dI56Z9AwAYM3pNfhk/yeiNcJut4vu39TUhDVr1uDUqVOiNWL58uU4dOiQ4vyha8SHH34Im82GgoICzJnD8oFUPWbKI7/8ZSe/Rmzfvh3o7PThlfK//lV2jSgoKIDNZsOHH34oWiN2f74bC48sBAB8p/87GBI7BAUFBejp7sGDzgdhYkzYcXYH3tn6jmiNEN7Xbrdj8eLFqKmpwdatWyXXCJfLJUsXd1kZPv74Y5w7dw5LlixBb28vP3+SknrAMIR/mUxufP/7533XCKsVKCz03JbjlS9few2nTp0SrRHCfhcWFuKTTz7xWSPmfcqWpvqv6/4LRzYe4a9pvtyM+2PvBwD84/A/sGbLGtEaIbx/S0sLVq9ejdLSUuzevVtyjVCaPydPnsS6dev4fqvhk8LCJp81AoJ9nfLKiT/9CVVVVT5rREFBAVpbW7Fq1SqUcuuacI34+wE2n93zNz+PTSs2idaIye2TkWhKRGVzJf647I+eNYK7r9PpxKJFi3DhwgVs2rQJx44d81kj+LkmQxdXTY3vj9cCoUqBoWjI5PCDH/yAxMTEEKfTo/nRUxMXx/SJpOaWOI9fRa+jV/EUrvZgoEuuOBXaFaW+y2kS5fziTOhXPHn2OfpIwl8SAtI4dto7iSmfDSKpbZPX3Bw5ckTV/bTUrmRmKptazegL6DTudDnJmLfGEOSBFJYUSrZxu928v5ymTsgBaOIC0U5mZhJZmndNnKiqa263m08psvbMWtl2B+sO8mYypahn1VDJK4Fqa5VoEqjmpt/Zz0frbi7fLNnG7XaT6/59nSJfqcGRI0d00U4CAp9BDTVaL+14SdGX6alNTxHkgTz04UMB39sHAfRb6GYp9RKZ3QO8tze818UL7Rf49VRKa+t2u8kN79xAkAey4NCCAAggAZX99kcP+kpOlri/yjXLHyptlbzbgVwAw++KfhdQ7lJZyPR7wGriRowYgYaGBp/P6WcjR44M+J6jR49Gf38/umklghCfExsbi+TkZP6VlJTEf8cwwCSUi+/JVTJJ6QPiouNgsQDZ2b73DaQe79iUsQCA823n1V2gBiqyWufny18uV8EkNxcAvMthcXVUSyfL3u9Y/TH0OHowLHEYrs+6XrHrFEkxSbhpxE0AgAN1B1Rdo4gAMqAr0QZgD8eLFsl9yz2DENX1/HbX7EZdex1S41Lx4xt+LNmGYRi8cMsLAIBFJYtAhL8lFASQAf2559TftqkJsJblimkOAIQgXmWW8qMXj+J823kkmhPxYM6Dsu1uu+Y2jE8dj25HN7ZUbFHfSTmo5JVA6AEo0yTQ2o9F1UVo7G5EZkIm7p9wv2QbhmHw1A1PAQCWnVwWWGe9EcD8CYQu8+dzSfw1qivb5+zDsi+WAQB+d9vvRBVhKP5wxx8AANsqt3kq8AQLlXShxS6UcOwY8Mgjgg80rLW75PMlcBEX7sq+C9Oypvl8zzAMfv71nwMA3jvxXmjriwqaqKEHRUeHBF28ESRd3jvxHgDg/on383uxN37xjV8AAHad24XGrsaAn8FDbq199tng76mAkIW4G2+8EZWVlegQlpgAcOTIEf77QHHu3DnExcWJhC09ngNwPDdmmah+3SXusSP6PebbRokxDYSfeCGu/XxQ/ZRFTIznvUQtP6l5QCFXwYT9PAoQmRkZAG7MM8lLPlQIu3PMnYhi1LPWN8d8EwCwv3a/bBspAV4SFgvw0EOe/xXqpn75pfxt6CUWC2AySbVg4EAsrLCorue38tRKAMAPrvsB4qLjZNs9ft3jSDQnoqatBkcuHlF1b1WgtdUYRrbuo9UqbfJQwnPuhZL1HztVHuDWla4DADw8+WEkmBNk2zEMg+9PZU2qmys2B9ZJOaSkeN5L0CQYegDyNAm09iOlzQ+u+wHMJrNsu/+6/r8AAIcvHA5aYGloaGAZXlifT6YWZlB88hw0q5+6oXQDWnpbMDp5tKxwOyljEu4ccyfcxI3lJ5dLtgkIgv1Ibv6oFWw3b2bJCiAkmgjXRUIIPjzzIQDgZzf9TPaaH17/Q8RHx+PLpi9x9OJRdR2WgsUC/EzwHIm1NtAD0ObNgopdGvEKIQRrv1wLAPxhRwrj08bjllG3wE3cfPugER/veU955d57Q7unHEJV5RUXFxNAnL+tr6+PTJgwgUyfPp3/rLu7m5SVlYmS+F6+7BuBd/LkSWI2m8lDD4lV4GqfowY0OnXixONssIuXXWDV9awp9Vvzr+OvkUvToVazq3muOJXRUoEENQhhinJJXqcU3PDgqgcJ8kDeOvxWQD/FWmolyAO57t/XybZR7SSvki6KARxm8S3lU7RwlSxUREx193fzpuZDdYf8tn9iwxMEeSC/3v5rdb9bCQFE1gUTqQtIJEAGyOVCdaa9yQWT/ZpSKQ5/dZggD2To60OJ3WkPmBQ8VEbWKaXnCYgm9BVAdJ3D5SDpf0snyIOqhL7T351OkAey6FjgLiyEcHMsxHXFL01mH5a+f4BRhw+seoAgD2TunrmK7ZaeWMo7rAcd1aySV4JKVbRB4sIAaCJcF082nCTIA4n9cyxp72tXuIqQH67/IUEeyMtFLwdFEskf7MUrwQaN8am7NIpQPV5/nCAPJP61eL9uGP84/A+CPJDblgSWe5aHAk0GbIoRQgh57LHHSHR0NJk9ezYpLCwkt99+O4mOjiZ79+7l29B0InPnzuU/+9a3vkUeeOAB8tprr5HFixeTF198kSQkJJChQ4eS0tLSoJ6jBpLEFORb+/tdbB6ZH67/If+1nF1fbcCZ5rniQoxM9ZcehY3I9U36K+dH53K7+KjLYxd9U8QoobGr0W8KFtW+lSr9KJQ2Z28hTrmShV2VY+SW8i0EeSDZb2Wr2kyo0J81P0u3aKlQfb+Er8z4Ds8/XL41NWNW01rD5wpUk37H5XbxCUx3Ve8KkiBENU2kInPpSyndCEBIdmaXZNSuWtD6zWl/S1OV5Piv+/5KkAdy/wf3B0gMFosWLVJNl2D55IYbSMhRu629rcQ8z0yQB1J62XefEKKjr4PE/jmWIA/B1+BVSZOgUhXRw7R3/hqVvCKcY/+9678J8kBmrpnp97r1X64nyAMZ9/a44IVbP3QJVtAHBD/9uec8HwaZ2/KVXa8Q5IHM+miW37YX2i/wvnNBpXlSoMmAFuJ6e3vJyy+/TIYPH05iY2PJzTffTHbs2CFqIyXEvf322+SWW24haWlpJDo6mowYMYI8+eSTpKqqKujnqIEPMb12r5e/ywoULxX8J39NqP64mueKU5n3RC5IwV96FLNJWhNnipIWKE43nuadzoPJqk8d23ef2y35verEsSHShd9ovCDdnqtkIVp1pPHslmcJ8kB+9fGvVP0Mu9NOhvx1CEEeyJELKoM65KCSJv60TsJof8mFV5gAGSCOjz7y2zWaPf2b739T9c/56aafhq5FUEETNZVOlDdut++CoYJXKF4uepkgD+RH1h+pak8PijF/jiHd/d0Bk6S/v18Tuii9TFHOkGhCCCHLTy4nyAOZunCqqvbUQvDnvX8OmCaEEFU0Ueu8LzlvlLRxfugiXBdpQNTKL1b6/Uld9i4+N1rQaa/80CVYegCccKtRbr5p70wLKAccDfxYcXJFoBRRpIleQlzIPnEAm+Zj/vz5aGhoQF9fH44ePYoZM2aI2txzzz0ghCAvL4//7IUXXsCRI0fQ3NwMh8OB+vp6rFy5EhMmTAj6OUEhP1/sE5fI/h3+WQn/Wai+p4kxichMyAQA1Lapc/hWhAp/AasVcDh8L1XjVpBrroJkcIM7yuOzIAD1h7v1mlsRHRXtv/9e+MbIbwAASupLJL8vFITgKyInx/cziR8s7efGQs5XUOLGHr84hQgXQgg+rvoYAPC9nO+punOMKQYzJrC8va1ym9oOSUOlb4mSj2BmJvDBB0oPIXgJ/8u9JQDDoFXoWyWDT859AgCyfk1S+Pa13wYA7Dm/R/U1PlBBE6XAF5OJdf2RD3wBAIblDQqOLmqjoT6t+RQAcN+E+1S1z83IxTXJ16Df1Y+DdQdVXSNEYWGhKrooDWtmJjB7tvz3LrcpJJoA4INaZuXOUtV+5mTWR2tj+UbVzxDBD00Ccd6XwnPPwWcPUksXui42djXi5KWTAIDvjv+u32cmxiRixnh2fdlauTWofiuttVJ7hBBWK/Dww/LfNzUB1pcOBEUTIeo763Gq8RQYMKroAgAPTmSDq+iaHRA08uMLBJoIcYMeXhIaDWwYXmPjP9NibDSNUFURGSS3CXk1k769ay6kgxuI5CIuDGoIBt8YwQlxDdJC3PPPP6/uRiqjMKWEW8CzOXuDjdiVAsE8/ElRmv+i8Qtc7LyIBHMC7hl7j2w7b3xvIivwhSzEqYwik8oHR1FYyPoxZ2bKtWBQi2thBUc8QpDZ3KzYLUII9texwSzfGvstFT+ExbeuZdueuHQCrb2tqq8TQQVNysrkL7/uOvavMk043hB9pO7k19Lbwm/KamnDMAwv4FIBMBA8//zzquiiFHRcWAi8+abSISl4mgCA0+3kf9sDEx9Qdc1Dk9hAp88bPg8u6tAPTfxFuWdmKvFIaNHMdF2kh6GvDf8ahiUOU+4QB3pwotcGDIW11p+gP3MmsGmT8u3n1T0VmuYEwM7qnQBYJUFGQoaqa2iEfFF1EVxuhUVRCgFEd2uFiBAH+EhoNMXIiNTR/GfeYwOw/weiCNRUiLNY2BeFRGSQXGSq2SwtqIhun1sGM/rBCm5CMKithc9Jq/hCMQDg9tG3q+u/F/xp4vjkj2oQzWkCZaIwlQQWujl7Q34OMihFrqI0T4Ww/xj3H4pRqd64fyK7yJ64dCK0kHcASEvzvJegiRqtE+BP8wSPNo5h0JSerti23FYOW48N8dHx+PrIryvfWICRQ0YiJz0HbuLGvtp9qq8TwWIBXn7Z879MFKYchPwgTxOON0QfqTv57avdBwKCyRmTMWLICFV9AhCSEMfPseRkz4devMJHVMqAkm/qVLkWDM7A68sATsMl9SVo62tDSlwKv2b4Q2ZiJm4cfiMANs1PwLBYgF/8wvO/11qrpMEG/KUqYjHPlB+UloCOGU2yTrVrakA1U4e+OoQOe4ef1jJIEESTC3jFn6BPIZW6i6KU5IasOaF0UavNBoBbRt2CpJgktPW14czlM6qvA8DyyhNPeP5XyI6gFSJCHOAjofGauP/3a/4zi8XXTMAw7KnTn+qYInsoy7GaCHFWq/jBXJZv4WdZWdKXjhql4v5z5yIXZRBr4jwQarRbe1tR3VoNAKoXVm/QXHHnWs+hpbfF5/vHHnvM/02sVjb1t9Pp+ay21kf6VhJY5IQ1i4UVfn3pQZQvhGchoWp6tRiWOIzP9bS3dm9A1/KgNGkR0FSCJmq0ToD0PBCiFtyqTAjMf/6zYteoFm76NdMRY4pRbOuNe8ey4fpBm1StVuDvf/f8398vmj9yrgiAr7bWwxve8OKVAE7le2rY3xWIhhIAvj2OFeKO1x8PWEv5ZEICyyvCNE4CXvFnNhw71vNe/idy+SYhIGAAmopPqlmt0bev/TZMUQo+EV74zrXfAcDmAAsYVivwzjue/wVrrT8NtjBVkZI2rtQxISgNzmOPPQY3cfN0oS4YanBt6rWYkDYBTrcTn53/TPV1ADzrSk+Pp78cr/jbD4VzZ8EChYamqJC0WoQQ7D3Prpv0cKMG0VHRuGM0Wzkn4HXXagVWrfL8L7Eva42IEAewM2zDBiAhAf0moJk7XAw3pYiaFRWFZqIfM3QMAOCrjq9C77O3JBKEv4AiLBbMnd0LX00cC6FG+3jDcQDA+NTxSI1PDepxqfGpmJDG+kIerz/u8/2+fSo0Lir9SuQEFjlTqhi+mkkHYmEl0hf2Ofv4XEzUDBgI7sm+BwACX2QpvGkCBMwn3mvmm28qtY5iN+jsbJT6UVFQIS4YEzylZdBCnB9eUTIHyWlrfUF9JjneMJtVn8rp7wpUiBs5ZCQmZ0wGAQmcZ/zwij+zoXBDVsqvCBDMixLcLDvb18whg53nWPPYf4z7D1XtKahw+2nNpyAqn8VDgVf8abD/9jfP/4rauCiTqvx83ti3bx9ON55GY3cjEs2JAVtCqHAbsIYySJoIBX1AiU8Ah8sE6+zDwJAhnmcEwCvnWs+hoasB5igzbhl1i6prKO7KvgtAEEJckL6NoSAixAnR04NGLqjB7ALSfvBTkQQdanADFeLq2utC76uKbNb1Mjk/L11S9wjLrfXIxGXJ74RaPmoCDVYLR6FkUp04caL/G4Q4QNLaFA9YvzipBYRg3kttktccvXgU/a5+DE8ajvGp41X1Q4iQhRUVNAlE60QhbwYhmIdXgbo63P6//6t4AqWm0GCEOOpbeKrxlKTm1i8U6GK1Kvt9SSkClHwmeROzw6HqVN7U3YTTl08DQEA+lBRU6xDoxpx86ZIiryhpa8eO9eUTJZNqqVvgFM/VxPRHlw57Bw5/dRiAOud9Ie4ccyfMUWbUttfiXOu5gK5V4hW1GmzAj8DiAKwLajwfeGmG5TBx4kTeH/mOMXcErNGmwsrBrwIMhAmSJlKaN3k+AeatnSyqtauWVwDPIfHmUTcj3hzvp7UYd2ffDYBzawhE6New+oZaRIQ4Cu74QE2pWV1AFMQStFQwDqDeRK+pJs5PFGYokak88vORgB7Jr4SHDa2EuK+PYP2iqGZPiE7hRJZDCBG7gLJZBKCbt5RmkkFFnfQiQatQ3DnmTsnSQP5wV/ZdYMCg3FaOS10qpW8hQozClNM6yZtBOD8wQkAUTqB17XWoa6+DiTHhttG3yXdABsMSh2FiGivYH7kQRFULBbr40yRICbVKPpN8wIfKU/mhrw4BAKZmTkVmooINTgZUKA602kfP6NFB+yBJ8YOSSVX8rzq6HKg7ABdxYVzqOFybeq3fPgmRGJOIW6+5FUAQJtUgo9qkfr+8wMIdfvh/1dGks7MThy6w/EJNgIGAVss50XACXf1d6i8MgiZyvthK1tHS2sSgNVvCtTdQ3DzqZsRHx8PWY0OZTUEq9YbCvrw7CHdMNYgIcRScZov3h+uCjwQtF8SgNriBCnGXui7B7rQH21MWfqIwQ4lM5VFZiUZIO9ZdvOh5r5UQd0PWDQDAayGEENbRlUUIEbsAMGWK8u0tFshrJol0WbBQTIYAkBafhhuGs3QJyqQaYhSmfx9Bb3iexSicQKlG5cbhNyIpJkmyjT/QTTmo0mQKdAlUkwBAtr4yC8EGreJUTn8P/X2BgpqOTl46iT5nn+rrqn74Q1maBKOt9V+yzssvzg9dqHAb7FyiGsqATWQyvGKdURgwTZSEfZ+ADxU06e7u5tPJBCPEjR46GtlDs+EiLj44TRWCoIkc5NcSAHAHrdkKZe2NMcXwh0vqV6cKMvuydUahoi9xKIgIcRTcyaKRauK64XOy8PaJA9ekqEjdI9Li0xAfzWpsLnRcCL3PCnVTQ4lM5ZGTgxxUQipfnMPB1U/sbkJtO2t7osEJweL6rOsBAGdbzqLX0Sv6bvx4laZIYUSkRrVkhUgwS69QjMQq5HK7PBtPdnAbDxCiX5x3JEIAflkB8QoPzwZNFE7mVPAP1FdFiOmjpgNAYJuPEH7qpnrDHz38aicBVRocKsTR3xcoxqaMRWZCJhxuB7649IXq65J+/GPgt7/1fCDwywpGWwsoa554MzOgii50LgUjrACeyPnDFw4HfrFE3dT8HfLjI0cTpcOPT8CHCpokjkhEbXstopiooOcS1cZRs6wqWCzA0097/ueiMJVo4u+QLAU+D6cQKuhyqesSqlqqwIDBHWOC4xcq/FFNp2rECTIQcLzy0kfBzWU1iAhxFNzJ4jLnE5fVDR+NRajmboZhtPGLo5FB/f30xj4Rh3La7oAm0ty5mIt8SOWLoxptavqclD4JybHJUndRjazELGQkZMBN3ChtKhV9d+CAnwWG0kSYm0wiClMuYpfmLvKHRgyX/Pyi2/fzLxq/QGd/J4bGDsX1w673f3MZUAEwqM3HO6TQyy9LScPiD8q5815lNXEykjHNBxiK9pZqqo5ePAo38T5oKIDySlub5zNBZF2w9FAVpepHFe5yu/hAmGA1cQzD8Bt6IAXOv3r7beCttzwfCPyygtHWKn8nMDOriDp0up28cBtsGqPp10wHAwbn286rd02gvNLFmRoFa22wNJEGF/DhbVL1c6MPD7AF76dlTcOQ2CGBPhRAkEKc1Qq8957nfy4Ks+xL+Xmo9FP85uGkUBmhSrWT12ddj5S4FMW2cqCHqGMXj6m7gPJKX5+nr7W1sB4eoehjGyoiQhwFd7KgQlxmn8lHY6FFwl9NhDgVETAzZoSe1w4WCywbnpTMF0eF188bPgcQuhYOYDef64axR1hvk6rfFCMhRmEmJqrrY06uCVJpRhwuk4+vLdUc3D769oDSIXiDLiZnLp8JzG8FCCkK05/Ar5w7bwrsL74oKRm7iZvnm1CEuGlZ0xAXHYfWvlZUNVepv1CBV0Ixt8tDYD70E11XZitDV38XkmKSMCUz6AfyQlwgpua79+4N2P/In3ZSlZlZRSTmF5e+QI+jBylxKcjNlN3xFZEcm4ypw1jVoGrtbRDRhv5oIi+wMKjAZM+/KiIxo8awW/jt1wQn2AIeIa74QjEcLpUnGDm6yDgW+6OJ4loSJVBrqsy7dqyeFbxuHRXcQQhg/eIAoKK5Au197f4vkKFJ/r/S5K/RABEhjoI7WTRx6UWGdbh8ooO0SPirSXCDCpWgnIlXrelXiJGQDnPNymKjAwGPP1uooBor7ySLy5YtU75QpZo01IhdT3CDWDMJELz0nNhvj2pBgjWLUYxKHoVRQ0bBTdyS6VcUoXEUphBKmicTnIj9xz8ko8jOtpxFh70DcdFxIQkqZpOZD4YJyC9OgSahmtv9aSf9RdfRII1vjPyGJoJ/IJo4Ul4uSRdr6eSgtZOAspm5ApNURWLSA9Ft19yGKCb4beu2a1g/J+qT6RcyvBIKTZT4KAsC31oVkZjbTrGJxIM1GQLAlMwpGBo7FN2ObvXJbSXoYiWPwAE/If4yUNRiC6smqMy7RoU4KogFg4yEDFybwgbQyCWhF0GGV8r6xgbdBzWICHEUnBTNa+KoT5zgxKVFwl9NNHEqVIJym1HAkc4KqgmGEQhxw7UV4rw1cX7LbulcS5bCYgHMcEAqX1xtU6KID+gGGorfFwU1rQXs/6VxFKY6MOxiLqOxoAvi14Z/Lag6u0IE5RenQJNQze1+K3v40eSE6g9HQTevqpYq1SlYoqdMkaRLvkle66RGO6mU6DYLl1Rpt0KJwBSCF+LUuibI8EooNFGiRw8EFRD80KXf1Y8GLqAqFH6JYqL8VszxgUQUZj7mQjoFk0ZabEAVrwgPu6EG29F5RIVCRcitKzK5VrVCRIij4KToJk6IG0Z94ryknlAT/o5OZkt5hSTEqYg4lNqMAjX9AlCMUG1o6kNFM0sfWlkgVNDghtONYiHOb9ktnWvJCpHLyFWyIDwftPW18bQJ5TRIQRfpgCMxNY7C9Ia05olz0iaPSJ4atIpmBlg/J+E9VUGBJjQBvTfUmtuVtZOcRkHBkVYr7W1afJpi8mwpbL/5Zkm6VLrkg4rUzhthdSYheKHFj3Mx1ZwFk45GCHp9SX2JOtOhDK+UOSYoXuIPchmTmpClOmr3y8tfot/Vj5S4FIxLHef/oQoIWIiTiMKsRA7kBBZNtNj8v8q8crblLNrt7YiLjsPUTIUkdCpw88gAhDgJXglFO6kWESGOgpOieU1cDySlngGT8Fd4lPOKrJMzkwUqrADgI1QZiQjV1EmlcBM30uPTMSJJfX1HJdBJ19DVgOYeT5DCE8J6dFKgalIqYUtEYWoSsQtg7phlkM0Xx/EBXQzHpY5TXXhZCUJNXMAZ52XqpsolHg2EHh5+8jYvu9mFV+LUoKUQ97XhXwPAam6dbqef1hxk6qZayUw0NUlfotbcLg/Gs5jLnKbsTju+bGKrXGhJm5OXTqpqf9ddd0nWTc0aKc0oarWTANAoU/qXF1oUTpjNPc18BDw1nweLnPQcpMalotfZy1sRFGGxAL/6led/zifLZJbeOtXOHbmco4FE7dKgsptG3BRUDkoheCGuIYDDkFfd1KxM6aAGzbTY/L/K2gi6vtw4/EaYTaEJUAEFCFkswI9+5Pk/Nhb5mQHU/A4SESGOYu5cEEI8PnES0alA6MENQiEu4M0Y8ETA2Gyez7yiMKX8toEgTWRchCrxYRUGl9zsIjgta1rIiwjFkNghvB+C0KS6fft25QtpFCalg0R2/JBqyQpgWfBNv5UstDSlAsDXR34dJsaEhq4G9elp/NRNDcXPicKTC8x7/KPYhddr/riJGycunQCgTTDM+LTxGBIzBH3OPpTbytVdJFM3NV+m6gYQmAZbUTsJi+xpqrSpFE63E2nxabgm+Rr1D5QBLfr+ReMX/htbrUj6yU8k66aGqp0ElIWWeXhV8YRJ+WVC2gQMjRuq/qESEJoOaXCNIqxWYOFCz/+cT5ajP4BoaAloEbVL+x+qYAt4NE6nG0/7zy0oUze1xy4t7GuqxVYRnUqjSelvCgU3jbgJUUwULnRc8B/RbLUCK1d6/rfbUdYU+gHeHyJCHIXFgra1y+Hk+DCzG5LRQXLBDWo1XHRx7nZ0o62vLfB+UgnNW8UvsOdKaQuBILUJFgssPx6CbJyHjwlxOLs5aGVKpaDO7sJN+Wtf+5ryRUbWrLNYkJApvTLRLvBC3EhthLgEcwJvalal2gcUozCVCncH6r8iv/D6JuqsbatFV38XYkwxmJQeqG3fF1FMFC+snGg4oe4iGV6plKm6AQSmwZZuy2knmVdlo+uoxuzG4TdqciiidFGlicvPZ/P6CcEwsL50QBPtpJLQUoFJipGY1ByshbACeA4PqoQ4CV6xwgKXW3rrVDt3tIjaFWriQsWYoWOQkZABh9vh48riAxmaNHXESTbXVItNiN+oXbo+aqHNTopJwuQMNmLY7/riRRfWlBoDOT9BrRAR4gRocrKn0OQ+INaFgOq0qVWqxZvjMSxxGIAgTaoq7LlyGqfh0inOlGG1AitWcH5xXov8MI8mTkvQSSMU4hoapCsi8FBBl1AjU4VobJNesC5+xUpGWmvigMDNY0o0UQpqCNTkLi0MMnAg2mf+UBNWbkZuyKYOCkoXqrHxCxm6ZBFpRgjEbAgoVSqIQimZLBsJxQtxWTeqf5gCqBBXbiv3SZ7tg8pKNq+fEIQgv+4p2UsC0U76DW5QWGs/v6RdGiPhfeh9FSHBK/l4Fb4J0FkEMnf8JodWiNp1uDyJnLUQbhmG4YUev4dEWZpIb4LaabG5SajAKy63i18HtBDiAE/mBb/rrhdd2EAPNyKBDQbi8rv/AMD5wwGS2pwQ05EBCDG4QYtkdYGA+8FZ8HZqIbwmTqv0IhRSQpxfzYQfumhSS1b4ONNZSFaycJnw3keX0NDVAAYMv5FqgYCFOAWayAU1yJULUoJf86FgclATuZaC/9dGsHRRpVkBZOnSY5Iu/xWI2ZBC0Swks2CcbDwJAJrxzIikEchMyISLuHhfO1nk5Ehq4iohPzkCFfYVgxsUNOda5qIU3ueLS1/4D26Q4JUy5EJq6wx07vg1HyrQpMxWBrvLjgRTAsanqaxm4wffGKEyuEGWJsEHNSi3ZSDyFVSgS3VrNXocPYiPjtdE0w949je/bglePgNyfKI1IkKcAE3NrFA1TJjuy0ubE2pgAxBicIOKKEw5J+Kg1NpyttmkS0BCM+COCinXlxSoEEejOwFguD81oh+6aBWZyj/ONReSlSzgxl/eYyd7TnoOEmOCkABkwJsN1WqcFGiiFNQQKJSDG/4kmhxUiAulgoU3hMKtKj9TmSiyJle6ZPNg5o28dtIsuWAQQkTmVC3AMIx6k+rcuWJNHMcrWRnSwSKBaicBFcENEnRp72vH2ZazADzjHCrGpY5Dcmwy7C67fz9KCV5h/bN8+SyYuSMNL/OhxOZCTcxT06aGlDdPiK+PZDV6fg9DXjSxwiJrNgzUD1tesBX4CgKydKHayeuGXRdSnkUhAplDQsjxidaICHECXL6WNXNmCoU4L1WNllUbgkr4a7EAGzYA8Zz/Tna2T81HzdKLAJ6ast5pRrK4yK6WHMSb5X2JggE9QdW21aLHwapFT548qXyRxeKp+8gwwLRpIrrIaZ6Cqw8KWHLLpCtZIApf9bN91VILB3hy8V3ouABbj81Pa3h4JZrLxTZxIk8TuaAGOT85f49RDG4QMB71t6H+fVpgSuYUxJhi0G5vR01bjboOP/kk18UoYNo05GcvlW0ezLzxq530uun5tvPosHcgxhTDH2K0gOoNyGLBAWEuxilTAKsVPZA+hASjnfQb3CCxSNEDy9iUsUhPkBayA0UUE8ULhH4FFovFk83dZAKmTYMjKhZSWqdg5o5f86HMwk3HM92hDU0Aj8apzFamrKG0WIB//Yv/Nz/udbDCii9N1KYqEkJVqhEZulB3DS01/XTdrWyuRHd/t3xDiwW4idMWR0dzgri+plQgIsSJ0HTfXQAEmjgJLZeWVRtCSjPi5E7IJpP4VKRlehGA/8E5qITIfEiFuEvTVCc6VouMhAykxaeBgPDllO677z7li6xW4KOP2PfJycCrr4pSrsiZUoNOQjl3LnJRBimTatIEfczMybHJfO4v1SZVt9uHV7QMaqBgT8/ep07OLMQxXp+zD5XNbJ4XLTVxZpOZv5+q4AarFdixg32flga8+ioqG+WjHoPS1MpoJxmqnfS6KR3P64Zdp5mvIBCY9vbG8QKznMkE6+ERmqZc8RvcILFIaW1KpVAd3GC1AsVcIumsLFi/uyjkoAYh5MyHDE3RI7NwU432A19/IPCHymBsylgMiRmCfle/yAoiCRrFzDAo67sWUsJKMK4ZgAo+UYhQpSZPLdfe4UnDMSxxGAiIckULq5XXFlhTn4YLoSUyVwvNhDi73Y7f//73GDlyJOLj4zF9+nR88sknitccO3YMzz//PKZOnYrExESMGTMG3//+91EpkdDrs88+A8Mwkq9iOslCxOVsNhyY94nz0uYA2lRtCMknjoZ3U6nk3DmRk6em6UUAXpszN34+RObDLC6C6fL1mgeAMgzj4xe3evVq+QsoTWjkQnu7D02kELRgCwAWC2bc0Q3xFGJPo6ZRJwFor4kT3lO1sCKsOVteDsyapZhKI1h6sEKhN+MxcETFebShTWVwERfS4tMwcsjI4B4kA3ry9ls2yDtFj80GzJqFrCHSJ+xgzIaA0Czkq6mtMF/vc1OtgxoohHRRNDVbrUiimmwAOH0a+fPjoYWzOoVicEN0s89aCwiEuOH6CHE0wlMSlFfa29n/Gxrw0vzhkKNJMHNHznxIEMXWUZWgCSGEF+K+KgmhfKMXGIbh+YWaJSVhtQJ//CPtDExwQkvzst8gmKlTJekC6KOJA1T4xVFe6WUDiPKbfgG54BetoZkQ99RTT2HBggV44okn8Pbbb8NkMuGBBx7AgQMHZK/529/+hg0bNuDb3/423n77bTz77LPYt28fbrrpJpw5I70Yv/DCC1i5cqXoNWGCfPbsQHC5m839xWvinE5Jf7BQqzaEpInzk0pD0/QiFBYLLN+8LDYfZnC+JE25gZfyUoHJ6WIhTrHslp9oE62S/HqjqGaiVxJkBjD3oplhCaJVKTIheP8vzgleEQGm0giFHrJmIXcUrHPYQ5bQH06rvIIU1w27TvQMWcjxSlu7ZPNgzIYUI2Xk1Cw0+Jz4tA5qoMhJz0F0VDQ67B3K+QUleCXUDPxSkAtuYEAkFy4t02gIQel8+vJpeeFWImVELcZCiiahzB1FPsnL8+GVxu5G2HpsYMAg71d5wT1UBlT4UUyE7EUXB6KhlXmZQp5PwCowJMasra+NTwqttRDH51yUE269aGJUUAO0esrRo0exZs0avP7665g/fz6effZZ7N69G9nZ2ZgzZ47sdS+99BJqa2vxz3/+E8888wz+53/+B/v374fT6cQbb7whec2dd96JJ598UvTKyNAmoV7T+VIAAp+40lLJUGatqjZc7LyoPsu8yofrErxqtQKffCIwHxKPEGfL1SUwltfENbPPUSy75YcmWiX5FcFqRWV9km8S5MwzAONGZkKmZlUshAhIExdgKo1Q6KFoPpwfB1it/MagpSmVgt7TryZOhib1Duk1JPQcV75gHA6fdUXroAaKGFMMctJZZzTFCFUJuvhGpLMIVjsJyAc3XHQO86FJd383KmzsHKYRyFphUvokmKPM6LB3yB+mJVNGSAt8wdcGlUcPEoDTp33oQv1KJ6RNwPuF72v6TKpxOnVZQYgT0MWKmXDBDCm6hEITWT7BSPb5Evsypcvo5NFIjU8N/uES4NOMyB2evXjFqKAGQCMhbv369TCZTHj22Wf5z+Li4vD000/j8OHD+OoraZXv7bffjpiYGNFnEydOxNSpU1GmUNixs7MTTmeAwo8KXK5n/a94TZyMii1UQSkrKQvmKDPcxI2GTj/5z7zh5+EzZoTus+cD7pQxAzsARAHJF4DYTsBtAlomhHZvGXibU3/605/KNzY67QoA5Of7+gkCwPCTAIARUTdorm0CPJq4iuYKPuhDFnJ00S6MjoeS+bAUucC8ebqkF6GggRJVLVXKOdEkaOKJrhMjVBZS3IgE60p7XzsvSOhBG1rK7svLCkJcTo7qLScU7aR0cAPhipyL09GUNpWCgGBY4jAMTwomyaU8zCYzv8bIam+9eEUPzSTgJ2qXPOKzB/Ea7azrldfFIKDKnCoYRKVcaKHQRJFPJGgCeLSHelhA6Poi65bgxSty2kk9oIkQd+LECeTk5CBZWHcPwC23sIlO/UYWCkAIQWNjo6x27ac//SmSk5MRFxeHb33rWygp8V/rzW63o6Ojg391dXVJtmsyseVGMoV7o4SKLdTghigmCqOHBukX5yeVRlGR9GVyn6sCd8oown2s+TCDo0fLeDDumNDuLYNJGezuWWGrgJu48RENWpCCH5pomeSXR2Ul5iIfPmlGuNx5DSduDOHm8qBOtm7i9p9ZXYYu9W7pDTFUrRNrUpXInYdYWEsn6xKZSpGVmIX0+HS4iRtlNvkDoBRN5BKVhuQzCRUbEbeu0P6OHDIy5LJSUqBC3JkmBS3l3LniLYdhUA9pO18ofOI34EPndDRCUD6UnUdevKKHZhJQWZJMhi6K62IQoG4JDV0NaOqWiWoRTApWsPUVI0J1VVEV8OG1L1N/tWnDtD8ITUqfBBNjQoe9A/WdEhuKgFeUtJN6QBMhrqGhASNG+JqO6Gf1cruoBFatWoWLFy/i8ccfF30eExODWbNm4e2338bmzZvx2muv4fTp07jzzjtx4oSyaen111/H0KFD+dfdd9/N97uwsBB2ux3//Nc/YRPWTeVAGAYdI0eiqqoKy5YtQ2dnJ+rrC3yCGwCCN98E8vNP48yZM1i9ejWam5t5M2BBQQF6e3uxZMkSnDt3DgkO9mGfnfwM69evR319vaity+XCO++8g4sXL2Ljxo0oKSlBcXExjh07BldKCvdEoCM1FbBaUXDxIpqamlBWJu2IUF5ORPfv6OjAihUrUFFRgZ07d2LPnj04ffo0PvzwQ9hsNlFb94QJIGAnLEEUkMFtkrZcEAKcPu2C2+1m27rdWLhwIerr62G1WlFSUoJDhw5h27ZtqKmpwZIlS9DX1ye6v81mw4cffojTp09jz5492LlzJ/ov98MEE3qdvXjtn6/h7rvvRkFBATo7O7F8+XJUVFSgqKgIe/fuxakJE1D2ve95pozZjOPf/jbsDzyA557bycWAiCcUwxCkp9vgcrlEfamvr8f69etx/PhxHDx4EB9//DHOnTuHJUuWoLe3l29rS0vDTGaTb5qRLHYhaS2bJrpvZ2cnli1bhqqqKhQVFWHfvn04deoU1q5di8bGRlFbu92OwsJC1NbWYsuWLfy4b9q0CRcvXkQGZ/p7a81b/DUNDQ1Yv349Tpw4gQMHDmD79u24dOkS7FwqGgIAY8bgj99eCIfLO78dS49hw1rQ2toq6ktXVxeWLl2Kqqoq7NixA/v378fJkyexbt06n37/8Y9OSOXOA9z4U8KLaOhitc4HNh7gr2lsbMS6detw8uRJ7N+/Hzt27EBVVRWWLl2Krq4u0f1bW1uxatUqlJaW4tNPP8Xu3btRWlqK1atXo7W1FWmONJYuq99Cd3c33n//fVRXV2P79u04cOAATpw4gfVuN7p+9jO+d06TCRWmKZA6NZtMLtx0Uy2/Rgj70tjYiLVr1+LUqVPYt28fioqKRGtEQUGBH4HlVbQOG8auEWvY+yb1JYnWiI8//hgHDx7E8ePHA1ojtm7dipqaGixevBh2ux11x9mD4u7Tu9HU1IQ1a9bg1KlT2Lt3L4qKilBRUYE9e/bAJXBE+iDxR5K5v1g+afVZI/r6+rBkyRLU1NRg27ZtOHToEEpKSmC1WlFfX4+FCxfC7Xajvr4AZjPxoTfryD8J9muv5deID3Z+AABwNbgk14iKigqsWLECHR0dPnPNZ404dQpr1qxBU1MT37azuhMAsPHQRtTU1GDr1q0oLi5GSUkJNm7ciIvTp6Psttt8RtAbDNMjuUYUFBSgubkZq1evxpkzZ7Bnzx7s2rUL5eXlWLlyJdra2rz4xOfOqMAkEIaBY/x4/r6fnv4UANDwRQMmTpzos0ZcuHABixYtgtPpFPVFao2orq7G+++/j+7ubhQUFGBI7BBkRHHry4dvobS0FLt378ann36K0tJSrFq1Cl1dXXBwaYvkBVu75BrhcDhQWFiIuro6bN68GUePHsXRo0exefNm1NXVobCwEA6Hg+MT3/tSPiEMg+bMTNEa8ckpNpCyo6pDco1oaWkR9UV2jVi/Hg0NDaK2Jph4ury7+V0cO3YMxcXF2LJlC2pra7Fz504QLhpDWjupo0BHNMC4cePI/fff7/N5dXU1AUDeeustVfcpKysjycnJ5LbbbiNOp9Nv+6qqKhIfH09mzJih2K6vr4+0t7fzr7179xIA5Pjx43wbW7eNIA8EeSB2EwgBCGEY9q/V6nPPadMI54nreTEMITfcoOqnkh9Zf0SQB/LG/jfUXUAIIRs2+D4UYD/XqF9Kz52GkwRwETz4C5ZW3/6DVBc0Q25BLkEeSNHZIvLxxx/77Z/oB3OdkqIHfUkMq3pwz8xGjeeejIvglSEEeSAjbjgdws2VMXvnbII8kOc/ft5v/7xf07Jb9aEHB1OUS/Lepux9BHkgoxeMDv0hMnj+4+cJ8kBeLnpZvpEEr4jGUPAaOzb0PpnN0rSOQw9PcFXjGQJKL5cS5IEk/iWRuNwu3wYcTdwCmrBz3a0Ln2RnS9MkG+dEN//Oiu8Q5IEsOb4ktAfKYFvFNoI8kOv/fb10Ay9eMcMuPZZxofclM1OBJgKiO11OEvdaHEEeSIWtQnldDBIz18wkyANZcGiB75deNNFz7ijyiRcjOl1OkvCXBII8kLKmstAfLgHLRxZpulCacPtOHHok+x0dfdxH7tACmmji4uPjYbfbfT7v6+vjv/eHS5cu4cEHH8TQoUN5Hzt/mDBhAh5++GH2FKkQChMbG4vk5GT+lZTkW16HRqamRCUiJpEzCxMiW2xXKuJRQsMri6AS/qqo+eVt0lVIqaMeFgvwq195zId8UMNkqS5oBuqzUtZU5mOqF0EhYlevyFQ+ka7wtJVynvUVdMYgpkM/fzxq8lA0j8nwSlmttENTsDmdvGGO8dXyAQTMsGoAHjO5HuD9VgKhi5R/i4aQjTw02fhnU3NqbqZsltOQMCFtAmJMMeh2dEu7b3A04alCiGwZpZDnjQIYU7RoPPQ0vwvvW24rl05uK+AVK2bKaCa1cb2Vj8ZkgDlzeKJXt1ajz9mH+Oh4jE8dr7wuBgnF4Aav+aOHyd0fGMBnX65pq0GPowdx0XGYmDZRl+fyvqXeAUKUJlx/lMzuekATIW7EiBGSBcrpZyPlVjIO7e3tuP/++9HW1oYdO3b4bS/E6NGj0d/fj+5uhUzKKtDUw9r/M6OTPYkMAdliu6H60geVZsRPFKbVCsyf7/u1YA0IDlYrsHAhLNjImg8F5lSvLmgKGlV3tuUsEpW8qRXooktkqgCNGOb5h9KleRIaG7QPHqDgfZyUIjFlaMLmdPKFVrEOLoeUkzMD11BW8M9Jk3UAChl8mhElX0EJuoRlI3I5+XWlrIkT4jL0EeLMJjNfBUUyuMGLJkoCixZRmLIBHy5PhGpTdxMau9mGWpf1oxidPBrJsclwuB3SyW0FdJFz4A/5gMxBPghmhCgJKeXtKZlTYIoyKa+LQUIxuMErMlVPwVYxMMhrXy5tYjNLTM6YrFm5LW/ICnFyeb0MgiZC3I033ojKykp0CIUfAEeOHOG/l0NfXx/+8z//E5WVldi2bRumBLhKnDt3DnFxcZLatUDA54irb1eVBE4uuEHthA5KiPMjOcop6kIOPBDcOCfuCDCE291snvJAegSC0uoEZ1vPorq6Wr5hOKJTAT5Clc8VJ9BQygmPWiA3MxcMGNh6bDzf+kCGJnxNRi+EktNJ1DdzFaSCG0g6qxLVUxNHhbiLnRfR2tsq3ciLLmHdiBgGfa/l8aXC9NLEAcDUYTIbEOBDE70FFjURqvSAMi51HJJiQlvb5cAwjLLgL+ioXg78Eo8SwDdqVxiZCkB5XQwS9N6lTaVwub0WBgGvhJVPvCJU9T4IAZ45VNpUCiLc/L3mj9yhsLlZn35pIsQ9+uijcLlcWLx4Mf+Z3W7H0qVLMX36dIwezUZi9vT0oLy8HDYuW7rL5cLjjz+Ow4cPY926dbiNcyKVQpNE/ZcvvvgCW7ZswXe/+11ERYX2U2gkTmZLn6K2yx/UCuRBVW3wE4UZav46WQhufGPGGvazjlGA3aPK1yPNCC/EtZzFHXfcId9QgS5ym6gmWhYuQpXPFSdIgFxbq76CR6BIMCdgfBpbIklWGydT5F2uFIxWea7muuZCMrghnWVCqhHSA8mxyfzhSC1dwr0RVXLR1ylxKchK1E/yl9UiAD400VtgUROhSoUVKmTpBRr5KplmRMAAciYyrTT6aqN2KV/Tfiuui0Hi2pRrERcdB7vL7luLWMArxvGJENIRqjSfqJZ1h70hmzjbKzJV7lCYna1PvzQR4qZPn47HHnsMr7zyCubMmYPFixfj3nvvxfnz5/Hmm2/y7Y4ePYrc3Fw+6uN3v/sdtmzZgvvvvx8tLS344IMPRC8hHn/8cTz44IP4y1/+gnfffRe//e1vcfvttyMhIUE2MXAg4DVx5hRVWh0V7mmKoClGWvta0dUvnfLEB9QPi+bWGz9eVH5E08L3QghOGnszOPOhQAunibZPAlSIO992HmvXr5VvaLEATz/NvucKmlO66EYTAMjJgYXZhGycB0CATGpmnqybnyCFX5OqxQKsX+/5f/JkxSLvWggsAGDJLfON2GVcQNpZAPpq4gA/mzLA0uWhh9j3JhMqmckIn8DyKsquZ9O95Gbk6pJXkEKRXywW4N13+X+zzC2S99BKYFEsSYZJwKRJHn84ndKLUCjyi8UC3H67rs8XPsofTQBP3kxqYt6wYYPmfTFFmXhhyMf8brEAf/0rAP0FW+WSZJNEC7kRmrgYUwzvbyc6DNF9OSFB8VAoSKOrKTSrC7FixQq8+OKLWLlyJV544QU4HA5s27YNd911l+w1NH/c1q1b8aMf/cjnJcQjjzwCm82GBQsW4Je//CU++ugjWCwWlJSUIFe65k9AsPWw2sGMW+5R1HZRhKr1So5NRkpcCgDgq/YA6995FTQHdCh8L4TgpNGQwZnMmzw0J4QtbqE1Rg4ZifjoeDjdTjz4xIPyDa1WYOtW9n1KCvDqq8DMmfrSBODp0ogsAIyoioVefoIUVEOhmMC1R5Dw0GRCZb20WUpTZ/W5czESXimFUmqB6H7AGctroPWCX7pYrcD+/ez7zExkZfj6CGrl+wX4T4Jc9r1bAei7+QAeU1BZUxncRKKmo5crjN6QLzV1CZg7lw9O0V2IU8oVZ7UCX7B+YfWQlky09Jv0RxOn24mqFjYhPRWyFMsRhgAq9FNfMx5WK8Bb3PRPZqtIE24hJ4ToHhxEwbslSK0vTqeidvLee/Xpk2ZCXFxcHObPn4+Ghgb09fXh6NGjmOFlY7vnnntACEFeXh4Atqg9IUT2JcQLL7yAI0eOoLm5mcsjU69p3VRbLyfEfe2bgDCB4pQpksV2tXDDCtgvjhbZdXOLsKD8iOaF74WgJ430dCRkcgWjbeLJ4nBobz6MYqJ4s+GCZQukG1GaXOZ8w1pajKEJwNJl4UL2RJrQBCQ0A4QBmlkbmp5+cX4jVK1W4Mc/9vz/5ZfIcZxha1QKoKXAAkC6ejVnSjV3TtTN6ZiCCkOSCX8pr7Sy/nLWS7ejtsnXMVwzIZ/2SaaurAOx+IQL6td78xmfOh4xphj0Ont91xurFfjd7/h/6x3SYXR6BnpQMJnD4H7kYV5jaJQ5tba9Fp32Ts8XlFe6uzkTmW/yViPcbgGWJpg5E+fbzqPf1Y+46Dh+71AsRxgCqKav1CYQ4ihNuJNxPaTLChrCJ9Fmfl9u6GpAh70DUUyUbpGpFJJuCZQu/f26ayelYEyF1kGA5h7W6zAjIQOIjmbNcoBssV0/7mmqELBfnJ9UGlL+eJpNKIsF+Pa3kZjBVciwiVcvvcyH1KQ66TaZ1VLBrq07TQCAhvhTLVxbNsAlctbROiYyj3kfeABI8soMFIFIqPm19mds7PQSjLgKH85L+u94VBiSFOK8aJKPVz1BKQJoJuRzkDepEnxex/KN3po4U5SJ3+CoSY6Hgak0KGQDPppiUPtRIbr6u2COMvMR6nohNT6VL+kloouAJnr7TVIo0QRWK19HdlL6JEQx7P703HPPadcBAagQJ9I4CVJphJ1PnMP4xZ2O27jUcYiNjtXu4RLg6dIkQZcwISLEcaDm1PQT5WJtV1WVZIoRgRkcgGJKOVkErIlTsOHqHqBptcK+YS0up3KpXJrE6hu9zIcTUlkhbvOBzdINgkgvMlyrMoxWK/CjH7HmVK/ceYC+J9JJGZN4J9uLnRd9G0jQpQgz4Bs5qr0/Y05Wm/g5nCaONE3SLdiDgpqZLnVdQltfm/hLL5rwFUi8oPW4WSyA2SQhBDBu9CWytNFbEwf41iPmYWAqDQr5gA8zlry6EgDL42aTfql6KCS1twKa6O3AT6FEE+usD1C+Zx0AsfP+kiVLtOuAAFRYKbOVeSJUBxSfxMA66wNDUvQIITQz84dnAV3Cka4oIsRxaO7lNHHL1qpKMUIhdDuSSSknC16I61ApxClIaqGmPPGL/HxUpQPuKCCqLwnoGubTRA/z4cR0VnsQlS7DquFKLwLwJ7AcVAKZnNlBIMTpaU6NMcXwWgpJZ3UJurAJXH3pqLXwPRfzIIpQ5dKLoHmirsEeAOtrOmoIa7ugizsPL5rImT40E/IFGBnlm0cTKeeBaDviouOQPVSn0DUB6OZPNTo8DEylQaEU8LE00xg/QQpeiBPyi4BXjDKR+QuCKS9m/X6FQtz3vvc9bTvBYVzqOMSaYtHn7ENtO+dYLKDJQOCTeXgVmDfP4w9nAL9MTJ8IE2NCV3+Xp4YqRxejtJPeiAhxHHhNXEWd6oiF/HzfZoGYFfmqDWoDG4Kw4WqWg7CyEmVs6TiMt5kB+Po26ZFWg5pTyy7LFDUPV3oRgD+BzUU+bzIU+grqmWYE8BNx6EUXKyyGLTCWxnfEEaqUNs2TdQ32oJA1qUqddIyCQyLJMhfNPCl9ku6+gvQ5gCcdAw8DU2lQKAV8XMpgfRaNEuIk/b/CwCv+IlTLTSxdhEJcSUmJLn2JjormI8n54AYBTQYCn1RgElBRYVhQA8AenqmfNq/R5uhilHbSGxEhDkCvoxc9DlalljFyomrNjlalt/iTjhqkpAhuMIZ37gw15Ylf5OSgnPN3vqOp1ZNWQ6/ncaBC3OX+y3C6JTZCiwV4+WXP/zExfIkKXdOLAPwJzIKNMGVw0W1eqVf01DzxkZhSub8AYMgQ/m2++TWw42XAApOTg1yUAXADMV1AMmfutU00REEqqVkBWF75+c/5f400fTQyEuq9DOM2H0DBnAoAKkojag024EMiMXQGu7DqmfNL1I9MGX7hFhAj+UQpGrN8GLtdC+kySkePeR+/OIsFmD3bcP8vxQjVSZN4fjaKX/jDkHAepacbpp30RkSIg8eUGh0VjeT/zldtl9Sq9NaFjgvSYf9C0AiYtjbPZ7W1Hr8NvRL9Usydy2vicm3wpNXQ63kcrkm+BrGmWDiJU1pjabUCf/+75//+fuDNN2GdU6xvehGAP4H1mAFXCieoeKVe0VPzRIUVn02Z8kqnJ9qu0jEWUikBdFlg5s7FDOwAEMX7w6E7E+hL1yUptDdkI1StVqCwkH1rsOkjZ0wvfAQWzgRPLhsjxFHNyqWuS2jva2c/pLzS2wvAWIGFnYcStXYzjRVuKb9Ut1bD7rSLIt7DZSLzhjuhBbZY1jdNGIGpVDM8VPD+X1RDSes6EhIW3y9vMADa/+dl3qxplOZWdBiivNLcHJbIVCAixAHwRKamx6eDmTWLjVig4v/QoZIpRoDQS2+NHDISJsaEflc/LnX54X4/qjbdtU4WC8puHgsAmGwDsqKlE4Jq7QcWxURhXOo4AGzlBh/IROzm/ytN3/QiAB/dUjUuBWAI0JMG9GSImui50As1CKIIVQleMXSBsVhQNOoZNvKT+sPZJumWFNobsubUMEQcUsxdkAIfgYULhineaszmkxybjBFJbFoIvlZoGCJTKSRNZYmXgfhWgDC6VvcQYnjScAyNHQo3caOyuVIUhWk0n8i5gNRnsgFlY4aOQWKMJ/r7Mk2tpAN4MzM1p3J0MZpPZCNUTWNQfisr0I5IGoGhcUO1f7gEeN/S5oqwR6YCESEOgMAfLiGd/cBiAb7/ffZ9ZyeQlxeQc5NaV4roqGiMSmZ3Ub8RqgqqNt2T2gJwEzcq7NyJpwnwOT1z0IOfaXADTXQpggxdKvvG6J9eBGCF23u4SF2brzpfT83TxLSJiGKi0G5v54uFAwh7QWYAqLycwkZ+8kENObolhfYG3XxqWmvQ6+gVdMr4iEMKX4GF8BqnhtPGCHGAhEk1DBGHQviYyjjBNrprLOLNxph4GYYRRWOGk0/kojFdaeIkvxQ33HCD9p3gwNOEJojm6GI0n8hGqLpMWPnvbQCM09oCXnMozJGpQESIAyCITE3gtChWK/CPf7Dv3W7g9GnJsFMt/NBoVFptmx+/OAXbre5JbQHUfbQYvaQfMU7g2jag0Zku2U4PhqVpRiQ1cTJ0yTJLVxvWPPLQakV5xSH2vW0yhAub3pqn2OhYXkspF1lHYegCY7Uix3EGgFsQ1DAJANElKbQ3MhMykRafBgLCalYoBLtBOEwfI1O6Pf8kXQLi2gF3FIY7ZJx+dICPEBeGiEMRerrF/3OCrblZ3/xw3hD5UYYhMpVCLhqT+k9OThcLcTt27NCnI2ATRJujzOh2dLNKBo4uRvOJUoTq2mNsDVOjTKmAxyfuq46v0J07IayRqUBEiAMg0MTFc4KJQlJdIbTwQ1OdK04hCtOIpLZl7/8NADCxBYh2AzmolEyUqkdaDRrcICnEydFFGACiJ/LzeV9B7yoWRmie6KYsMh2GMTIVAJCf70kzQn3ibJMAMLoHewCsZkXSL07PEDE1EPqz0jq7reMR1dIr2VwP0A2IN6eGIeJQiEZbtPgDTlix1xu3KQNeJvgwRjFbLIAZDvj4r3KHIW9N3FNPPaVbX8wmszhClaOL0XyiFKHanNEEwLigBoC12FGFT+XvfhLWyFQgIsQB8KrWAKiWzrRIUcZr4vxFqNLswrSSRE4O76tnRKq08j7uxMPOGcxFvmSiVD3TjEgKcULTt8kETJsGWK2+VQM4aK55qqxEORXimnwJrrfmSTK4wWIBVqzg/82P+ysMi0wFgMpKWGBFNOwCc+ok/pmGpBmRilC1WIBvfQsA0Ahplayepo9Gh0B7zQkraMrFJYe0VlsP+GjiLBZggUxJOwOQgwqIAj444dZtm6q7xlYIkf8XXWuTksJiIhsJieTdGdIRmO+++65+HYEEXV55RdfnyUEuQjUqk42cNVITBwjm0bRRwIYNsjk49Y5MheRTr0L4aOJUSkValN4KqGqD0+mpJGEy8Q/XPdEvgLJxbHmpXJZUsGCjYWlGqE9cdWu1J3s4hdUKfPop+z49HXj1VWPSi3Bw5UxEJd2DbVNgBD2EkI3EFBQ0L+sbB8MiUwF+/mQNOQnEdgFuE9A6jv9azyTIFFSz4lP7kcurlWVqgtGmj5y4Wo/2mmribJNlTf96gG4+Vc1VnpQ9HK+EQ2CZO2YZRAEfvHA7SXeNrRB0HlU2V/JrjNX+YHhMZGavKhUmO5B6DoCvEPf888/r2BFgSoagzJTVCqxcyWUm8IWRkakAAJMdzlR23zTSJw7wmLXLbeWwFo+U5RNN61LLICLEQcInTqV0Rg9stHxmMKW3slNUauKsVuDxxz3/l5X5LQ+hpUWgbCo7cSfbPJ8ZlWZkdPJomMBG8V7ouOD5QhDeDQC4fBmYNcuY9CIcal95Dn1mINYJRLeNhBH0EEIy95fVCnCLu1Lxbt0WGG7+ONPZjQet1wKuGNGz9YaPJk6QdsWKmah1jYbRpo+5v271aK95YWUKah2jDNM6jR46GvHR8XC4HTjfdp6lS15e2Hx6LAu+6UkMHdMJDOXmt22qIRpbiuyUbMRHx8PusqPmo0XArFnId7yCcJjIfLTEaWeBKDfQl8zXeaUoKCjQryMQBDdUHGTnz4ULnDnVWD6RjFDl6JIclcBHXRsFft39Yhfy58fDl0+IIaZUICLEAZCJTp0929PAbOYTyEpBoPQIvvSWP02cgp+e7ol+AZSDtaPm9ifzn+WYz0MqSlXryWyKMuHalGsBsNo4HjI/3JD0IhzKvz4WAJDTDEwhxvkJUtDF5ELHBXTaubxwYUylAYA/3TRncBJ/s5ghLkpYi7QGPZlXNleyGicvmhhR+N4bljdvRXZSM4SRqbDlGuInSBHFRPHl2spt5XzZmbD59FgsyM3ugSgIpmsY0JtqaB62KCbK4/+1fH5YHPgpcnJNkEpFA9tkbNwoHp/HHntMv45A4CvYUQ3CsIfCWoyF0XwiGaHK5VnMir0OjMFpPiivVNR+LsMnjCGmVEg8+aqEZHTq/PmeBg4H8OabkpKZyhgIWVAhrq2vDR32DvmGCn56eif6tfXYeEF30jlPH2c4toKdzOKH65FWY4iDrT4g8osLd3oRAGW71wJgNZRG+glSpManIiuRlRJ5Z/UwpkgQIiX9CPvGJtyNjYlQHTN0DBLMCXC4HTjXes6HJkYUvveB1YrGrgQgtgMYwtVStU0yzE+QwidFAsLLJzNubGSfneExMQMMZlxrIFEg0Dr1XQyLAz8FKwwJ1lVeiJuEeS+1idru3btX177QNEYdZjfqk8J3AJKMUOXoYjs1Xr8Hy4DPFZfYh2GMRF1k6M8nFBEhDsFHpwKhR6gmxSQhLT4NgJ80Iwp+enoHNlCTVHa3GQlOz4OKMIOb0Pqn1cgdzp4IRUJcuNOLACg/zBalzm0y1k9QCJ+yQYJjq1QUsSG+Gvn5GJ2xi30vShdhTIRqFBPFR2KqTRuhB3+IkJ/PPptq4TpGAvahbJ8M8BOk4DcgWwXPK+ESWAB2vWDgFmsn4UaRftkzJMGb4McNCWsCV58IVV6Iy0VprThga/JkfaMyY6NjPfWrM4Ey5IblACQZtcvxS2ftVH0fLoGxKWMRY4pBnxlwDa03/PlCRIQ4BB+dCmgboapoUlXw05sxI/QACyVQf6vcSy7Rg6Q0Gnql1UiPYgVskTk13OlFAJRHtwLw+Aoa5ScohE9wg2DgZ2AHN0YeOhGibxJiAEBlJTrSOcHAy5xqWITqAEkbwYMWW87wCCsURsoMfO3H5vLwp10BUNmXzfIoFVaaWEGhtO9aQ/vBz6PJGWEvLZXLcLWHAY+Z2TYJDphFWuw2YdoavfrC0WVNxrSwliAT0QTg+eWapiT9H+6F6KhovvzZpYxWyTZGBXpc9UJcv6sfnf2sLxHvExeAZKZFZCg1qSoGN1gs7AsQpdKwkpkiyy99voILX8CgwkGuO01ElxxUwreAtT5pNTKjMgF4aeIsFmDpUs//119vbHoRAGVcUWoatStHEz0XOcm0EXfdBQAowv2Q8nXSu/yVffIE1KRw/9h8f7wRmicaWVdmK2Np8uabABC+6LqcHPbZVOMkqLNrhJ8ghYhfLBYgNzesAktOXC1YnzihcEvgQIyhaUao0F/ubsSGR5aFVWDxRO26RZo4Bm6RFru3V/8cg1SI2zju6whXLjQAmJFxHHwkM+Ohy3dc3YrX6QXqF+dKP4dw8QkQEeJ4LVwUE4WUuBT2QyqZeZtUA+DUgCJU1WjirFbgs8/Y9xkZfCoNuaAGLTdpKsRNvmeW6IfxCV0NMB/eMvEWAEB1S7W4TqgwqgRgfVkMSi9i67GhmStKncNZcPnC717QU/Plo4mzWoHPP2c/k8lfpLcmrHr2M3BHAYw9CejytVMaEqHqbWbmeCUc0XUAgLlzWSE/g1NV85o4Y/wEKWhgg63Hhua1y2Gtuj68AsuvW4EoFxttCHDCLQMGxNA0I+NTx8PEmNBh78CfPstGOAUWPmp3yCUgtpNL0zMeBFGiuTtu3Dj5m2gE6ivYGl+NcPlNAkBRwkyP+87QOsDcCzhjcNT1rP4PlwBfPSOjDOHiEyAixPH+cGnxaYhiOHLQ3CGjR7P/JyXxiXW9oUVkqF9NHE2P0MIVnedSacBq1T2oARCYU//jCZYuJhMAwJJzBmaT9EKntZBQd6oOUUwUuh3dnjqhVivwm994Gp0+DeusDwxLL8L7CpozkZDOCipFpgfBSGyGemq+qGblbMtZODasZXmjq0sxvYjem3PF11iehi0HUjnqDDFJCRIhkw0bgNdeC1t0HQDAYsHc2b1ApsdsyMIYP0GKxJhEjE5m17byl59CvvO/EVaB5c1bEZ1ZAZicQH8i0HEN+3wwhgZ8xEbHYpx5GADgbGovwimw8FG7VOBvHcen6RHO3YMHD+reFXoYYtK/lPzeKAf+ysYU3xQ9LRNRdiFD/iIdMfk8lw0gw5dJDeMTaCTE2e12/P73v8fIkSMRHx+P6dOn45NPPtH82lCeIwefyFQKiwX48Y/Z993dQF6e5FFZCyGK5oqT1cQpBFroHdTQ4+jhAy74hIrRXKkcpxO510hH1GotJPzg0R/wG091C+cXJ0EXI6OneOE2++vAww8DACpd40EkNkM9y29dk3wNkmKS4HQ7Ub3gT+FNL8KBRsoObc4yPO0Kxfg0VrPS2d+Ji/P/B0D4ousoHvjrjUBKDfuPwCcuXBGqFRnhjUylSM3+gn3jVX/YyIAPAMg9z5rmhmQcQ7iSt1LM+H4KkMH5Udom8/0RavVnzZqlez8or7iTmoF44xJTe0OUZkTgP2mkFluIySv/T9wXAYwSbAGNhLinnnoKCxYswBNPPIG3334bJpMJDzzwAA4cOKDptaE8Rw4+kakUVivw2mvse0KA06clE8BpIUTxmji56FQFSdE7qIF+pZX5rsJWAQKC9Ph0ZOzYx9LAbme/rKnBjNpCyeu0Nh8uX77ct/yWBF2MTB9BhbjJrdFAIUsHI/0EKRiG8fg5ddYMiPQilZ+zh6sZzecNT7tCEWOK8UTWtbOCf9jSi3Co/OjfbOLW3hSgSyyhGCmw8DVU08MYwUxhtcIRe5J9L/ATpP0wEpPrWCGuJaMJ4TSRAUDR2jaftCsM3Cj6qI1vs3z5ct37kRSThNHt3D/Un1MAo+aOKM2IVySzd+oVIzDpxFfsmyGXgNh25cY6ImQh7ujRo1izZg1ef/11zJ8/H88++yx2796N7OxszJkzR7NrQ3mOEnwiUylUphnRIrCB+sTVd9aj39Xv20BBUpQz02llvuO1TZm5kjQpwn2SG4DW5sPnn38e41PZfEB8hKpEBkgj00fwAR+fnODpMhf5MMpPUAgqxJVNSvebSsOIU2LF2WIAwExbWVjSrlDwfnG5bGBM2NKLcChb9Tb7xsb6fQlhpMDCC/0ZwghmCmJMBDNFfj46MrjIDptYiDO6lFNuNJf530dYIYZpaykq6+IFkamTuV5EidKM6F12iyK9k92jePMuBwZuwxz4RWlGBMKtN02MQvLYSUAnxy9e2jgj+TZkIW79+vUwmUx49lmPc2FcXByefvppHD58GF999ZUm14byHCXIauJU2kmp+1xamuezQEtvZSZmItYUCwKCix0SYWoK6UVo1gJvaGWa4QWVjFzVmi89TEMFBQW+mjhvSdngYzuviStr4uliwUZPGSEBDEsz8s1J4U+lAaAivgcAMKlZPu2KniZmCt4v7lvX6/8wFShzcPPbS+MEGLvw8xnnM4Ai3Aex9pgdK70jmHlUViI2kzOniugiHaSkJyY//iv2jY+JjDFcoMxBhahaAwsiSjOid9ktigvtD7BvRMItAUGUodpJPs2IKMKb+KReMQLWGYWecRH4xTEgxlYbCfUGJ06cQE5ODpJpAVEOt9zCRhOePHlSk2tDeY7dbkdHRwf/6urq4r+T9YkL0E5KYw6AwEtvRTFRysENFguwZInnfy6VBmbO1D/RL41MzZgsSRMpUwygvWnoySef5IU4XhNnsQB33MG+j44Gpk1Do3m05PVaL8C9jl629iSAySkTRHTJhVc+Iw5GpBkpS+gGXn8dQPhSaTT3NKM5gX0/sTk8JmYKXrhNtntSfEjAqA26bCyX04rflCmMFVioObU6PQqlURMQjghmCnfORBAvjRMLxhCzuxCTH32OfZN8ka2sIYBR2lqKOeMWA0M55QSfpocRpRl58sknDelLW92N7BuREGdcaSmKuWOWAQktQEIzQBguB6WYJkYhv+hWz7jwQj8BAWOoYBuyENfQ0IARI3yLz9LP6uvlsxkHcm0oz3n99dcxdOhQ/nX33Xfz9zx08hAAoOIku4gUFBSgsbERB7/zHYAQ3ghEOO1X75w5/OmnoKAAbW1tePHFFjCMOJkqwxC8+qpT1La3txdLlizBuXPn8PHHH+PgwYM4fvw41q9fj6w4dgWva69DQUEBXC4X3nnnHVy8eBEbN25E3Zkz7L0B2Pv7sbOoCHa7HZmZx70UL6wp5NFHz6CoqAgVFRVYvnw5Ojs7RX3p6OjAihUrUFFRgZ07d2LPnj04ffo0PvzwQ9hsNr7twQo2+qn2eC0an3tOTBMol5qaM6cYJSUlOHToELZt24aamhosWbIEfX19or7YbDZ8+OGHOH36NPbs2YOdO3eioqICK1asQEdHBwoKCrB161YcLToKAPiy4UtUVFTgxJ/+BOfx4wCA7qFD0f6b3yA+yTdnEMMQjBjRjuJitj8bN27ExYsX8c4778Dlcon6Ul9fj/Xr1+P48eM4ePAgPv74Y5w7dw5LlixBb28v3zZ/YT4ICJKiktD7w2dEdPkuigAv8xQAjBx5GlVVVSgqKsK+fftw6tQprF27Fo2NjaI+2O12FBYWora2Flu2bEFxcTGOHTuGTZs24cKFC1i0aBGcTjFvZRD2EFJ2uQx1X7K8Ip1Kw40JE5xYvXo1SktLsXv3bnz66acoLS3FqlWr0NraKrpvV1cXli5diqqqKuzYsQP79+/HyZMnsW7dOp9+OxwOFBYWYl/pPgDANe1AgkPexAwQ/OlPDqxbtw4nT57E/v37sWPHDlRVVWHp0qXo6uoS3b+1tRWrVq1CaWkpPv30U+zevRulpaVYvXo1WlpaRG27u7vx/vvvY4idLdd2+nwJ3OfOydCEICPDhgsXLmDTpk04duwYiouLsWXLFtTW1qKwsBB2u110/8bGRqxduxanTp3Cvn37UFRUhKqqKixbtsxnrrW1tWHlypUoLy/HiVGx7EObvB3OWIHlww/tsmtEfX296L7ea0RJSQmKi4uxdetW1NTUYPHixT79bmpqwpo1a9B8vhnxiIGTccOZekFybCZMcKlaIwoKCtDX14clS5agpqYG27Ztw6FDh1BSUgKr1Yr6+nosXLgQbrcbBQUFcLvdWLhwIerr62G1WnHwh99DX4wLcEUDLeISSgwDvPBCk6o1gvals7MTy5cvR0VFBYqKirB3716cOnUKa9asQVNTk89cW7x4MWpqarB161aUnyxHVDcnTaf7SrGBrBEFBQVobm7G6tWrcebMGezZswe7du1CeXk5Vq5ciba2Np9+L1u2jF8jYn7CHXy6M4Fej6WIIArl5QSFhYVYvny56jWioaEB69evx4kTJ3DgwAFs374d1dXVeP/999Hd3S1q29LSIlojhvdxNMnwCHEMAwwb1hTUGlFXV4fNmzfj6NGjOHr0KDZv3oy6ujoUFhbC4XD4zDW6Rkx+Jg2mjFNsB9qyAUcCT5Mvv3QGtUZUV1dj+/btOHDgAE6cOIH169ejoaFB1NbpdGLRokWiNaK83O05dPC8wgq2Fy/6rhGHDh3y4SdNQELEuHHjyP333+/zeXV1NQFA3nrrLU2uDeU5fX19pL29nX/t3buXACDHjx8nD6x6gCAP5L3P3/O9cMMGQhISCAEIGTuWEKtV8v5xcWwT71dcnGyXfPD/Nv0/gjyQeZ/Nk+6H8MYMQwhANsw+LPncOXPUP1cJDpeDxPw5hiAPpKa1xtOX7Gz2QYmJhFit/L/eXbzhBm36QQghZWVlpMveRZAHgjyQlrXLfR64ATMl6QHIDl3QWHN6DUEeyO3v3c5+sGEDIdHRhABkWkwZYeDWlR7e6Hf2k+h50QR5IBeGwFBaeGPpiaUEeSDffC2HkBEjCAGIGfaQ50gw6LR38jyzPO7BsNGEEEKcLieJ/XMsQR7IyNS9BAbziAgbNpCv/ZylCyZtDBtNCCGk6GwRQR4I86tJYeERETZsIMxP7mHpMm1F+PpBCFl1ahXbj5/e6UOT7Gy2TVlZmf4d2bCBPB//J34eIaaT512t9ppAkHb3P9l+PHGfJE2MwrTsVoLx29m+/HIKO4fhIjeMbZVsf/z4cV7u0BIha+Li4+Nhp9GKAvT19fHfa3FtKM+JjY1FcnIy/0pK8pTpkPWJo+ByosHplPU10jJCVTLNiEyQRf6/0nRN9FvTWoN+Vz/io+P5/sFiAX76U/Z9Tw+Ql4fGepfPtVr7gF24cAGJMYkYnsTaNKoL/hzW9CIiX0EKLvVKpWOsZJoRPc1TZpOZD/woywxvKo0KG/tDUzMm8VVGRkJaU663CTEpJgmje8wAgHmZj4U1vUhNWw3sLjvimBg0t90Eo/0mRcjP50vF8WksBDDSTEbzLca1ShcyN9LMbH3pAAgNrhCYDo104KfgK7D4mN49S9+FCxf070h+Pvb1zmI1ggBnOmQAuI3zmxTAMewc+8YrCMboSOYZPRsBG6dRT68CohwgiMKM7o2G9iNkIW7EiBFoaGjw+Zx+NnKkdDmXQK8N5TlKkI1OpQl2O7mEfhcuyDq6aRKhyuWKk/SJkwmyqOwbE3KOOiXQRWRSxiRPImSrlc2ZRx92+jSyHNJBJVouviZOmOaDGzprfWhiZHFmPqghY7KHV7gDRQ6pCEtuND4SMyO8qTRojrgplxzAwoWKbY1YeCc3soeM2oyesKYXocLKpIZ+DCc2yTaGCSyVlZhEuyBhNjQyzxU9EJkvjZX83sjNOb/uKRk/J2Md+AGg/Itd7BsJIY6WaaProq6orGQrv1AXAN6kGmVobkOK7jjfsnUAcPErX2WCniiyfR3oGAU44gGTA0g5D8DFfm4gQhbibrzxRlRWVqLDq/zRkSNH+O+1uDaU5yiB18QleGniNCjFEEiQoGJgg0QqDTAMcuLqDAlqEGmbpLSCMtBy8c3MZE+BfJqRCeI6rmx1AuNKB4kCPrxoouQnqKeTNi0DU54R3lQaVIi7bc9pni7hDCjIdaUCABIyP5f83rD0InQ+Ncm3MUxgycnBZJq3VSJZqZGgdOm13ST5vZF1ZSsxSUJYYWCGw1AHfgAorzvBvrF5r/+eMm10XdQT1qxfsGtrEydMZrJh5eHQTgKAKeM0+0akiSNwuEyGBsGUkVyARAuE/goAJlTAWKKELMQ9+uijcLlcWLx4Mf+Z3W7H0qVLMX36dIzmSlf19PSgvLwcNpst4GsDbasWTpcT7XY2SZ+PJi6AUgxalN4S1k8l3s+VSqVBCOa+0BqyBlAJIkGFQoIuRmzQp06xzqy8Ju6bU0T9MLI6gcvtQmUza4KSSr1iwcaw5EbjNXH6r+uycLldfAqYqV828nQxKopZCrl3sVntHRnV+j9MAbwQZ5OfM4YJLHPnejRxEmWDjEynQbXa2bZ4+EYxG1tXNivD6dF8pZ0FohwAgFGZEvk7dYTL7UJlIqvZZ012wrXEU6aNrot6Ih+vAnB7TIeZZQiXdrK7vxuOoZxrhk0oLBkboWq1wlPSsNmjuWXgxqTsXmM6wSFkIW769Ol47LHH8Morr2DOnDlYvHgx7r33Xpw/fx5vvvkm3+7o0aPIzc0V5bVRe22gbdWCCnAMGKTGpYq/DMDRTYvSW9ckXwMGDPqcfWjqkTiqC33+xoxhuWj6dMl7aZUmjJp/aAFkAGFLMzKDyzzKa+KGOIEf/pD/vhKTYFR1grr2OvQ5+xBrisXYlLGSNJHLjWZErrjyjPBpvmrba9Hv6kesKRajsyaKkiCHq3JDbixbi7Mv47zk90abU3Nt4U27AgCwWFB2K3cgTmgGEjyHa6MK3wNAS28LLndfBgDk2T6CbxSzsXVlAbC1W/sT2VquaZzgn2hsMtm69jrYo4FYJxDdNgJya8kMAzIyVzamAIjy0lAan14E8Gj50Z0B9IhPq8RA825+PvtEgBHkiitjBdsFKcZ0goMmZbdWrFiBF198EStXrsQLL7wAh8OBbdu24a677tL02lCeIwUqxKXGp8IU5eVbQB3dvE2HEkcPLQIbYqNjMWIImy6lprXG8wX1t+rt9dy4lvUH00IDKAdCiLQ5VSLxsBEb9IcffghAoImrPwNwnwFsYkyjSgdRuuSk57B8I8Er7CbtK03ruTlOOsSuYA1DgMzYKp/nG1L4ngtqmJg+EZ/eejvPK+HSTsJqRe4vXwUAkNTzQHSPz/ONEFhE86kpfJU9eFiteGPTLUAbF7DE+8URXbTXcqCC7WhzBp7o3xKWRNk8rFY0NkVBvDGzWkKjE/1S7eTEZmAUkXaNyMryrIt6ImsIl7aJ+qClVQMmO0al+KZz0huULom2MZDS2hp1+Kgsc4HnU0HCX7PJZbhgq4kQFxcXh/nz56OhoQF9fX04evSozwnhnnvuASEEedQpPoBrg2mrBm19bQBkIlNpKQahw4xMKYYA5D1FjEsdB4CNYuOhUP5LCw2gHOo769Fh74CJMWFi+kTPFxYLMHu2p0/R0bDMmYjsbN97aLkh0fIy49NYTVyDsxXdMZ7vPaWDPAQhRJ/SQaKgBsDDKxkek/yM5MPw3owAfUsZJb82H6M4l9GvMnt8nm/E5kxPypPSJ+GBJUtYXuHQiOGSfdJ1g87PR2YPkNRjBhjCRpF5Pd8IgaWhqwEd9g5EMVGYuHANLKmfhVdgyc9na+vypiBxniujNqLSJta/KnfMTcDLL4ctihkAkJ/vySNIBZaMsrBGpk6eeJusoyTDGFR2q62N/ds5ErAPAaJc7DyinxsIKvSPd2fBNxcnY1ipuCwIpHpBrrhRUQZL+9BIiBusoEKcjz+cEMKIWJlSDHQPF/qYBlp6CwCuTbkWgJcmTkFSk4l30GTBoVqDCWkTEGMSSEtWKzB/vqdPTifw5pu6pxmhZvi0+DTe9H0uxfO9p3SQeMHTIwSeN4sJNZQA0OQxgxd13GZITVkRKisFaSN8a1oZkUqD+grmpOdg+zPPsLzCQbTwCaDrBl1ZCYYAbttU9n+vmphGpRfhN5/U8YiNMgOtrWGp7MGjspIVWLwiMRm4jCt8D4GfYJsZ+PvfZdsZEfBhLctFLcbCWxMXlshUKsTFjkIjGSbZ5tIlY8puNTqokoMRmVQvOWTScukIyi9NFVO91lcGDIhxKU8cDs/7Zk7JkWiDyyytNdUTESEOEpGpFApaMClcvux5H2jpLcAjxJ1rPef5UMFW633qEJRUDRm8oJLpJajI0EQuGlKrDfrpp5/m31NtXLWgXm0ZcmFU6aDyZi9NHOBDF7masrrWC83JQW6YndWFmrj7jhxRtfvqukFz88duu4H9P0MsxBnmD2cTzCeOV2ZgB8QmVfavEdoEa9YvWIHFK+M8gclQgYXSZconJwGGCWsUc74p3yMYCHLFjTVfND4yla4x24/I+ByzZdqE66JeyDI3g+dRqqHM/BKT4iQyKegMyi822zd911cwhtRjBoB6CHLwOBJ5t4TGjHZjOiDAVS3EtffJRKZShBCh6kfek8S1qZwmTmhOlfBBAyGwzigUKjn4Z86Zo41mgTdzeGub5GgiPJkIoNUGvWrVKv497xfHCXFGpxfxMacCPnQJi+P63Lme9BVeGifAoPQinE/cpIxJcJeXi2gSlohMbv4kN3GLrhddDEsvItTecrxShPu4zZlOEkZ/bS2HfLzKPlvk+0UwNrPbUIGFp0tpE0BIWKOYK10TPIKBgC4NMnyrJ/g15kyjjM8xW6btd787qGs/rFag1jEKHv8vKsSVY+4Lrbo+2xtOtxNVzaw7xPimGIQrklkUmUrB8cuwSWf0fbgErmohTtEnDjA8QlXSJ85iAd56y/P/tGmA1Yr8HdN1rdbAn5AzvWwrMjRpZKR3Q61O0Pfeey//fkIqJ8RNYKW4fOTBqPQith4bn1twUoaAD7zoEhbHdYsFk7/7X+z7MOT+6urvwsVOViLLSc+Ba8IEiWAPgwVbztfBbGN5xlsTZxSoZiU3I5fnlbBoazlUNqawz6Y+canngCgnLnUaF4XZ3d/N58XMTZlgWJCUHLJGCoLbWiYAbhMQ24nMCZflL9IBwojdSWkTYWE2yQYF7dlzp6598Qme48yp5uFfYubfbtX12d4413oODrcDCU4Gf+54F+GKZGYjU9nn8eDcEr7xiHTiez1xVQtxsjniKGS0YHpFqFJzal17HZxup6Cj7eLnE6JrUAOgoImTieLIGdMnqXXT6gRdVubZfHlzKtMGAKhkcmBUehE+p9XQbCSYEzxfePGKhdlkvOO61YrctXvY96lsBJkQepukqD9cRkIG0uLTcMZiEfFKOCMyW5puZ9+kVwJRnrlleHqRzFyeV8KZZoSPOOwYJUqnYZRmEvCY3jMSMpDxyp8BQsIXxewNVwzQwq4zjhRjBX+6xlyTfA2S/mceQIhsyqLq6mhd++Kzz3DmVEdKFVxuYysk0Dk0OelaPEo2hi0wqNK3Sh2voXSlGn94vqqFOL+aOBqxMGQI+/+oUezqKiEZaFF6a+SQkTBHmeF0O3Ghg6uJJ1HmCrNmISerTbdqDc09zXyuOpHJEPDQ5FpW4ERsLGC1Yu6CoZKBHFqdoFNSUvj3E06z2p6zKewGKFXmSrf0InK+gpQucXHs/9dei1yZpI+6OK5zqWgOVU0H+pKBKDebrJSDEak0qBA3KZ19UN8DD7A0uYbN02YZsgtmk7TGVE/B1jrrAzjbJ7LlcaL7gRRW021UepH2vnY0dLEBUpMzJvO8Mpf5M8Ii1FqtgiAcxhPcIFF+S0+IDop0/mRlhSXHIgDUX/ASqDkTWTMxyNGKg8j0brEAy5fL+hynp+ubhJgX9inaxgLOWCDaLrYYGQDKL1Nybgc2bMBIJgyBUnL35zTa5edL9H24BCJCHBQCGwB2En3jG+z7S5dYgSoAqSSQCFVTlIlNHgtBhKqMs91czNOtWgM1pWYPzUZijIR5xWIBfvUr9r3dDuTlwQKrrmlG4qhwBGB8AesfVzcU6DcJ04t4oHt6kXTfeoYAAFrL0OHAjBulFxldHNc5PpmHPJFTNoUh6UWoPxwnxMXFxbG88sQTbIOuLoyMapC8VreFNz+freZB4BWJaVw+NLr5jBoyCsmxyfznFvNWWW2CribV/HzUQ1BrWpBmxMh8aD7JxC0W4Hvf0z1ISgpWK+BweQnU3Dwamlms34Ml4JOfUyHRMMPovIV7pxEhJl64peNnFEptnBCXMYXllbhYyXZG1trlwdHkXF8D+l3GVve4qoU4v+ZUgJ3dezgTldPJa8K8BTmtEu/6BDfI2U3rpfMpaVGtgT8he2ubKKxW4He/8/zP0UQuzYgWG1JNjefUN/zUOST0A+4o4HyKML2IGHo4iEtGpgKepMzd3Mn1q69QtLkPjISWRRfHdY5PKpEjynFFYUTuLz4ylfMVrKmpYenyxhtsAwMCYHxQWcnSBFFewq1x+dDofJo6jEtzQnmlv182zYieJlVrWa44EEiQcd7IfGg+worVCrz3nmx7PTdn1s/JS0vMCf2j0nbp92AJiCKZrVbg0Udlg4IuX9bXnFrvkKjhx60vtJ9GgdfEZU5hEzP3Jku207t0neTW2zkCsA+BKwqobjG2vN9VLcT5NacCQi9GFjJhp1r5qPnkipNJBpdv8pUOtdJ6yeZBo5DRDuaYpJlXiw3p9ttv598zOZMwnguMqk41Nr2I6tQroGlGDNKycE6ZOaj0zf2lk2nZG1SIowLu7bff7kMXw1NI5OTIJnA1Kh/al01fAuA0CICIJuHwE8w35UMksPDm1MqwpBfh5xJHl3BEMbN+Tl5rCOfEbxveot+DJSBafzmayPlPunQs+s5GYfpG/VOhnwpVRsBN3GLNbX6+DE30jVC1Wuk51Gu+giDexqYZodYao3BVC3EdfWx6e0VzqpQXo4R0pkVgAyDIFdfG5YrzXlW54IZK13g13QoKspGpFDIS61zXq5LNtdiQrMJZOXcuJnDr6oa0aYalF+l19OJ823kAEpo4CZoY6rjOOWXOwA7fQtU6mZaFcBO3T+oVq9UqmXrFyBQS1hmFvglcM8sMTeAq0iAAIppYYLyDdqVrAkRLvyCdhlHpRRwuB862sD6b/GGRo0s4Aj6U/Jzq453osHfo82Av+KwxHE3khH2A6Cfs5wO0EoLweWhiNcpGauJq22rR6+xFrCmWtVZVVsrQRN8IVcnIVBAQROEWG2vZiwhxYUBafJr8lyqlM81Lb1FNnMXiUaOYzXyKkZxck8+1WgkuspGpFDI0sUwph9ns21yLDUlUXsZiwfgJNwMANqddB6PSi1Q2V4KAIC0+DZkJXmYGCZrMxTxITTFdFhnOMbwI9wM2TnubUc6WmoL+uccudlxEj6MH5igzfxB5/vnnJVOvGJlCIr/oVt8ErhllyB5LDBNYqCaON6d60cToUlOiVBoA0MJlnE9o4dPn6I2zLWfhdDuRFJOEa5LZwBdKl7DXlaXoS4Gpmx0EozbmiuYKEBCkxqViWOIwniZywj7A6CfsV0LyedEt7PpS1lQGooX/jgrQPWlSxiRER0UDOTlhyQBQJim3MjDDgf/4LlvDnbrcGIWrXogbEjNEXFbKGyrTjNDgqhEjPJ8FVXrL2yfOagWqOTPl6NHAq68CM2fqVq2hq78LX3WwuW5kfeIUaDJypPQloW5IovIyVismHGGTPraktcLo9CKTMyaD8RZiJaR4C6xcNKYYui4ymAy0TgCcMYC5F0hmx1LvyD5KmwlpE2A2sZJ8QUGBZOoVI1NIVJa5PEJj80TWkTKuA5e6pAMstEaHvYOPNOc1cVInPgkY5qDtSADa2Kgko4QVuimL5hJHFyXtpF4BHzIuxiCcVtsougjdNRiGEc0fw4V9mfuOIqNhYkzo7O/k80LqDR9tNkcXI2niMaWKwcCNKWO7MfkuCwBPgJdRuOqFOEVTKsBKZ++84/mf04TJSQjCxSCU0luXui6hZ/2H7A3sXL6vmhpg1ixY5xTrVq2BLlZZiVnyGkoqsSZzjqUjRyrSBAh9Q/rFL37BvuGcwsefawMAmFPLDUsvohiZSmkyjtWkIiaGzds2VXqKae5AzqXScCCGTVJKtSuZZYak0qC0ESZA/sUvfuGbemXsWDSaR8OQ07PViiyHIPmmKxZoZd0QUiYaYwqim8/IISOREpfCfkhpwqVeaYR0cja9fMB8UmkAvF+cURuQpMsGpYvJZGjAh7yfkxupvex6bFQkpk+wB6WJQgI/o6MxmcY2TIhhpSSj6CKKTAVYugiq+HhDD5p4u8ezYE2pc8//FJNPsmtNua3cMA0lEBHilCNTKaiwAgAul6x6TYvSW2nxaRgSw+alO/+PPMkb5v8rTbdqDX4jUyksFuCWW9j3jY186pVGmfq/oTquL168mH3DEZn6xDlT60AY8Xjo5QPm44jtDYsFeOEF9n1/P5CXhxnXSm+KmvePptKgpmVBxKERqTSkBFx+zAAgmouicziQldIneQ/NT89Sqy5NVjrUWCHOx7/UYgF+8hMAQA4qYKjA4p1KA/AIcc3GCnGSLhvR0YaaVCUjU7nN+RHON9koE5kkXSwW4OGHDQ/4kNNOXsJw5NZ0ATDOL05yHsXFGUoTySS/YGCGHTOZzZjw9/cRxUSh3d6Oxm6ZjVAHXPVCnGJkKsCuejTPFQB8+aWsek2LCFWGYXi/uHNtNZI3rOwbo1u1Br+RqRRWK7CLC70XpF6RSkIMhL5BP/TQQ+wbjsij2wGzC3BFu4DkOp/2uqQXkaqZKoTVCvzmN57/T582Ls1IZaU4SpePxCw3JJWGVOqVhx56yJNOo4td9HHhgiDRrBian54rK8X50ADeL67dbMzm8+Vlr8hUCqsVeO01AMZGqMoJLGhmx81ws6FwnaG8YrcbGvAhGZnKbc6Pn2drk4bDnMrDagUKCw2NxlTSTk5CBXLPs6mUjIhQJYT4CnEcrxgZBCNrXkY9QAhiy6p4S5qRwQ0RIc6fOTUA9ZpWEaq0wHvVpAzJG+bE1elWrcFvZCqFTOoVqSTEQOiO60ePHmXfcEQ2EeBaLs0I0mp82mu90LvcLn5iytJGgleMSjNizfqFdO6vzDJDUmlICbhHjx6VTL1i1OnZhyYAnzYibsyX2j5MBtQMxAc1UAjoMhAEFpON3XyM0MQJI5lFwooXrxjl76S0OecO5eo0t5yFwyWd41ArON1OVLWwvr4i4Zaji5HRmEpRmHMxD1NiRgEwRhN3oeMCuvq7EB0Vze+NyjQJQxAMtwHT9S8ixBkIv5q4ANRrWpTeAtji4QBQdc80yQCCGfepirUICn4jUylkUq9YGt/RpXLD6NGj2TcCIie2cqtvWpXPs7T2Aatpq4HdZUdcdByyh0r8QCCsaUby8SrEub88mji9Takd9g7Ud7IbrtAnbvTo0QOLJgDQeB0AgBl+2hC/FV4T5y34e9El3ALLCFsKADZRqd4Z52m6iBhTDG91ACC91krASB+wUXNeQ1JMEpxuJ6pb9U3iWtNag35XP+Kj45GdIlhjOLoYGfAhH4Vpx0xsRO4Pfs22M8Anju5JOek5fNCUGppofQBSMi/TDTgixIUBfoU4DdRrge4VE9NYp/Sq/gYgQ+CzN2YMG9SwSZwAWKughl5HL79Q+WgOvKFAFym/uFAnldPJFS23WIDZswEAdS33sp+lnvN5ltaCC198OWMyTFG+6V0AhDXNSGX9EPFzaALXxCbcNaNZuwdJgDrDD08a7nHeBzdm4aRJY4rvc2y5gDsKXa4WXOrSt8ZUh72Dj/T2EeKk5o8EjBJYTHHXI8GUABdx6Z5xnmpvctJz2HQRFF40MSoxtOzmbLoGjMXCb8x6CyyULpMyJiFKWE5LQBcjAj4UozDN1YDVismPsYFmTT1NuqelkfSHE9DEiAOQEk0mMZX8Bkz7SNMKGYGrXojzG9igMsUIoF3prYnpnBB34RTQLNiAa2uR/9EkXYMa3MSNjIQMZCX6mQEKdJGbPKFMqibqR2W1gobmtrd8nf1MUOgd0Ce9iKyDuhASNDEkzYh3FCYAOBKBNjaDuN4mDzlfwaamprCmXvEp3g0AznhEt7MRqqcvn9buYRKgm/7wpOG+kd5evGKUiVkyMhVAY1s8rollo2X13oDOXD4DQGIuefGKEYmhFX2/XF+yAotB2hVZf2QBrxhhPlSMwnT8ESAEiTGJvEVCb+GWX3uFfqVSZi8vaHkAUqQJyQfefBOwWnHdMFbTT3ncCFz1QpyqFCPCdBqEyCaA06r0FtXE1Q0F+kxioaCyLl63oAa6qV0/7HrfPGjesFiA557z/B8b61cdGMqkuu46dnIIJeXUllT2szSx5mDUqOCfIwefEHcpUF5JSGD/53gl9xrpbO+amXylVxjepKr35iOXeuW6667z0ES482ZnY2Rar+S9NDUfehfv5hBzidVkn27UV4hTFPypRpkXWKpgiIZFIjKVgRuTTGcxbcQ0AB4TsF6gG9z1w64Xf0F5JZ1dk41IDO3P9wvz5vF8rfdhSDZiV2B9MMJ86C8Kk0qL1J9Rb7rwa69UOpqUFEMOQIo0wUZeiqZ9vNR1Cc09+lpAKDQR4ux2O37/+99j5MiRiI+Px/Tp0/HJJ5/4ve7YsWN4/vnnMXXqVCQmJmLMmDH4/ve/j0oJin322WdgGEbyVVxcHHTf/ZpTKToEG7FMAjitAhuGJQ7DEDtAGOBcquALQpCDCt2CGuim5rO4SsFqBRYt8vxvt/OnEbk0I6FMKp6fBJKyuYXzG0k7C99yNNpCtmaqFHp6PO/r6jCjtlCymWZpRiorpRcymzFmIKnIVADiNUBoA6urMyRCVbJ4N4D+SzcBAM406Xta5gvfZ0q4JlCNsuEaFulUGnNdrwKX2U/0povwsCgJG2ues2CjZGJoQDua+N2cKyr4jVlv7YpsCiOB9QHQ33zoLwqTSotU2NQzQpUQIu9XCgBtbYb42CrShO0oUFGBpJgkjE0ZC8A4k6omQtxTTz2FBQsW4IknnsDbb78Nk8mEBx54AAcOHFC87m9/+xs2bNiAb3/723j77bfx7LPPYt++fbjppptw5oz0hHnhhRewcuVK0WvChAlB992vJg5QHaEqF9gQ6GbNMAwm9sQDAKrSRF9gRsZxTZ4hBX5xzVIhxCnQJCdH+pJQJtVPuJxaQkn5ctstrKQb0w0keSRHrX1mJEPc5SARtVuE+yQTEmuWZkRY5F2IJlayD5c5lR8zCV7R+/QsV7ybgRujWlnhTm9NHF/4XopnvGhigdUgDYt0Ko2ZUyrwk/vZ8dJTWHG6nfyhQnKd8aJLPUbAmyaAdo78ipszdzqm/SxtKoXT7dTmwV5wE7f8GiPlpyMBQ/wnBRoDI/y/vur4Cu32dpijzKKgKQADK0JVQBd6aNNbo00RshB39OhRrFmzBq+//jrmz5+PZ599Frt370Z2djbmzJmjeO1LL72E2tpa/POf/8QzzzyD//mf/8H+/fvhdDrxxhtvSF5z55134sknnxS9MjJUJOyVgSpNnEo7qUDrzYNheAVVQJg4ltUWVNHucT5nRQkWyfZaCAR08aZ2fUUo0EQuqCCUSfXuu++ybzhJ2YqZcLqGAG1j2c/TK/lnaB2Z+lXHV+h2dMMcZcb41PHKjSWO9myaEfFU0zKiTFTkXYgmdvPRe1Ouamajg72FOH7MwhChKle8myAKs+9ns99/2fQlXG5X6A+TAaW7pCZOgiZh1bDMnYuTO08CAKqaq2B32rV5qBfOtpyF3WVHojmR11iI4EUXE9yQ0sSZZGKLNAXn4zsudRwSzAmwu+w423LW/3VBoLatFl39XYgxxfDuNDy8aKL3AUhNFCYATMtize+nGk9p82AJfHHpCwCsdtKnPKaBUbuKNPHykzfaLy5kIW79+vUwmUx49tln+c/i4uLw9NNP4/Dhw/jqq69kr7399tsREyMemIkTJ2Lq1Kkok45xBgB0dnZ6ohVDhCpNXAB20qKi0Ks2AMDEad8CAFRlckM0bhxgtaKycahk+1BP6809zWjg6klKbjreUKCJxcIGF3gjFK3C888/z77hfPH46gR8ZYJy/hlaR6ZKhrjLQYIuugssRbeCYbw3OoLRcew4ftXxFdr62kJ/kARqWmvgcDsQHx2P0UNHi77jxywMEapyxbvNJhee+6sF8dHx6HP26ZY2oqW3hY9MldQ4qYxOBbTTsAit/CJkDgNmzsQfX/gjUuJS4CIu3fLFUe3n1GFTxRGYFF50ccEEKU2cVKRgMJDdnBlPKcEoJopfE/XS3lIrSG5Gru8a40UTPdcTxSjMuDpRecXrhl0HBgwud19GY5c+FQqogEgFRhEMitpVpAkqfUpx8pq4wWJOPXHiBHJycpAsLE0F4BauJNPJkycDuh8hBI2NjbLatZ/+9KdITk5GXFwcvvWtb6GkpCSofgOA2WRGojnRf8MAIlQ1C26gEaopHGOaTKxPnEZ+d96gi8i1KddiSOwQ/xf4ocnIkdKXBatVKCgoYN9YrcCmTahEDoAoHyFOj8jUgPzhJOjiUfeLoaXAQoivwNJUl4prktmIQ71OhbJpESAYszBE7cpqnUabYIoy8Sl09KIL3Xyyh2aL0q7wkIja1VPDYrXKuiHiUhtb13bhwoW6m4L8+sN58Yrc5uxy6bw5Z/eKFhLaX70imnl/ZCmB34tX5MyHQOjriWIUZtYi0dgkmBP4feqLxi9Ce7AMTl3mhLhhEkKcQVG7fmny6qsiXhFq4ozIRRmyENfQ0IARI0b4fE4/q5c76shg1apVuHjxIh5//HHR5zExMZg1axbefvttbN68Ga+99hpOnz6NO++8EydOnFC8p91uR0dHB//q4koADY0b6j8KE2C1Px984Pl/6lTZgu9aCVkTT7ErN+8TV1UFzJqFGddW6JLoV3ERkQKNDkrjOpiVJUsTIYLVKjz++OOesjyXLnE+YPAR4nSJTJUKcZeDxfL/2zvz+Kiq8/9/hiRkIRK2sAkE2QRBwFpFtIq1WsRWhKB162LV9qWtUmtB6/f3bRlR64JfrDUUgpGwlEVIhp0SthjWAImBAFlJAoEkhOz7JJOZ5/fH5N7Z7j53MjOZ+3695gW5c+69Z57znHOf+5znOQf44gvb31OnItbwK17PpBrufs6lNAAMvaXF9vDxkAeBkQ3XVmRsH2Z0JTLS+veIEYDBgOEjuIcfVaYPW7llghbrcWag9ZRcmGmg6UOncxdgZDJ6tPXvsDBMiOFeZFcNbwJfAjNAuN10ATAY8Oyzz3p8KkjUiGPk0jVDs2RIPDz1AiS2obm90BlPkKeMOMZY4ZQLI5OuN+PYvocR1Ms5QcWKu+OJYKJH6ZcuCX3Thkyz1t9DU6pMP5o2dJrrl7GxQFJS10vhdoTABE/ElPItfBwEE+bfjHeRycRBE9FL1ws1bTXdsoeqQ++wWCwwGo2SPoyF2dbWhtDQUJcLh4WFsd9LJS8vD3/84x8xc+ZMW1B0F/fffz+SkpLw8ssvY+7cufjrX/+K9PR06HQ6vPfee4LX/fjjjxEVFcV+Zs2aBQCIDIpEfHw82tvbWa9BXFwcKisrsXXrVmRnZ+Po0aNISUlBeV0da+PXVlUBRIiLi0N9fT02bNiAvLw8HDp0CLGxF7qMLKY0gQi45559aGtrQ0JCAoqLi7F3716cOHECmZmZSEpKQnl5uUMdxn+5AQBwPQpoDQFAhGTEYtnO212u/c47QFlZHKqqqrBlyxZkZ2cjLS0NKSkpyM/Px7p169DU1ORw/cbGRqxfvx75+fk4cOAAUs5Zg+p6VfVCdXW1Q1mj0YiEhASUlJRgz549OHnyJDIyMmAA0DZjhrUmVVWofuMNWJKSsGLFCty4wf0GUlpqhtFodLh+dXU1Nm/ejAsXLiA1NRUHDhxAfn4+1q9fj8bGRsTFxeHw4cOofvNNkLMV6GTENTY2sNdtb2/H6tWrUVJSgt27dyM9PR0ZGRnYvn07ysrKsHLlSpjNZoe6lJeXIykpCZmZmThx4gT27t2L769/DwAYFzXOoWxNTQ02bdqEixcvIjU1FYcOHUJeXh5OXrLzYlgs2Ld3L26/3QzXN2frvodr1tQ7XLe9vR3x8fG4evUqdu3ahfT0dJw9exY7duzA9evXsWrVKnR2drLnmGtqOWVtqasDVVrvuenwJvb6tbW12LRpE3JycnDkyBEcPnwYOTk52LhxI+rq6hzq0tzcjMTERBQWFmL//v04duwYzp07h23btqGyshLJx5IBAM1FzTCZTIiPj0dpaSl27tyJhIQEnDlzBjt37kTpD3+I8i7rzFJWBuj1aKvhXiS0s9OExMRENDc3O9Slrq4OGzduRE5ODg4fPowjR44gJycHmzZtQm1trWM7VvXmvHZFVRAqKirQUGDVkx2ndqCzsxOrVq3C9evXsWPHDpw9exbp6enYtWsXrl69KnmMKCwsxNq1a9HU1IQt320BALSXtruMEampqbh48SI2GY1o+dWvrBUzGvHnxr+weuGsJ2+/Xe8yRpjNZqxcuRJlZWXYvn07MjIykJ6ejt27d6OkpASrV69m6839cAYAHf6Opah96y3s3bsXNbnWZRF2n97tMkakpqbiwoUL2Lx5s/QxwmBAeXk5VqxYAYvFghMF1r1Ii04Voby8HAaDARkZGTh58iT27NmDkpISHDp0CBRsXQQ4NnQvgnq5hs4QAbm5FocxgqlLU1MT1q1bh/z8fKSkpCAtLQ3Z2dnYsmULqqqq2LKXLnHFQ1oNlnm6nej429/YMeLyKWss3PGC45xjRHFxMRISEtDW1iZpjNiwYQPq6239/mjeUQDAjewbKCwsREpKCo4ePYrs7Gxs3boVlQ88gO8nWsc6ampCCHVw6glg5hwj4uLiUFFRgaSkJGRlZeH48ePYt28fioqKsGbNGrS0tCAuLk40M5V0OnQuWcJet7XEOkdvOGHgHSPs6+A8Rpw5c8Y2RpSWIj4+HiaTCXFxcWg1taKgxqq4V89cxblz53Ds2DHs378fhYWFSExMRJvRCHPXM2ForwrOug8Y0ME5RrS0tGDNmjUoKirCvn37cPz4cWRlZSEpKQkVFRVsWaJOTlmHwMTKpPpPf2L7WnhIOAbqrGFaK7atYMeIkydPcgvXXciO1NRU6qqt6Cc3N5eIiCZPnkyPPPIIOXPp0iUCQKtWrXL5jouKigoaM2YMjRw5ksrKyiSdQ0T03HPPUe/evamzs5O3jNFopIaGBvaTlpZGAOhu/d3SbpKcTGQdN6wfnc76b3Iyb/G+fW3FY2J4i/ITFkb93wVBDzo/xHqhqThHOphdqjJtmsxrc3Bfwn0EPWjLhS3STxKQy9Spjl/Zf2TLgojOnz9PFBbGXiQE7db/9qkk6EFYoiMEt1JYmPxrC2GxWKjfJ/0IelD2jWzxE3hkkrz4FKcs1Gg/VhZOnzC00YbzGwh60I/W/Mi9m/Bw57/vJOhBu/J2uXx3/vx52x8ccglDK2e9Q0Lcq5PtVhbHW8JM03TniIjowOUDBD1o3L/GuXczHu5adRdBD0rOEVB2DpkEocMjMomJ4e6L0bjRpSxhdP78eTpSfISgB439cqx7N+Sgub2ZdHodQQ+qbK7kLsQhkxiUcNY9JkZ5XZxv46AjyGJlwnCz+SZBD9LpddTc3qz8xhwYTUYKej+IoAdda7gmqcJ8fT4oyL268OnJaBTbDSw2uezK20XQg6aunOrejTk4W3aWoAdFfxZNFovFtYCTTPj0JDravXoEBXHLJARGTpkQEc3bMo+gB/3z1D/ZY5mZmQSAMjMz3auQE8H2Bt3EiRORmJgoyfhjpkuHDRuGMo6gjYoKq1U8nC84yo6GhgbMmTMH9fX1OHbsmKRzGEaOHImOjg60tLS4xOUxhIaGOngLI7umdaJCo6TdhEnxZuYxmfiEpUutLl0OuJaVS07mLe7KhAkYX5ONMyOsU6pTK/mzHN11FxORbQFOqdOpgKBcliyJxYIFrqeIiI2Xuro661z1hQsw0Dzb8hEt0UBbPyC8HhhYiNuHcsROuEFlSyXqjfXopevF7mkrCI9MYg+8hpCQcy4xOO62n+NSGjYvpTUQ+So7PcPEZ0gKH5CIyWxilxfh0pu6ujrbHxxLr0xAAbJxJ5yny5jpQ7k64ngri9N1u6bJYtYC+AJ3DbsLgDVbsrG9EX1DuccOJZjMJjaomXc6lamok66EoBNmBMN5WshT2Zh90MrGe9TV1WHKWOt0anFdMVo6WtCnt4SYYYnkVOWAQBjcZzAG9xnMXYir//DgjioLTqXifZcYmOg+0RjSZwgqWypxqeoS7r31XuU3dyK3OhdmMqNfWD/cegtPPIiTXCYhl7PvMLGCSvuOYBYm4CIXZpo5tyoXHeYO1wxSN2CmUqcOmco9bjnJhC+mtKpKuUwMBqtMXbHgDnTNs3LES02JnoIdeTu6JbnBQQOGDh2Kl156SdInKspqAE2fPh0FBQVotLdaAJw+fZr9Xgij0Ygnn3wSBQUF2LNnD+64Q0LckR3FxcUICwtjDTM5cAYccyEzW0HisnLCLFmCCV0LPucPAqDTWbehccpCVCOpoaS+hD+9XQgBuaidoWo0GtlAVjYzFTrrh5lSHci/vIlSmJivsf3HIjTYNWzABQGZTOLJi3Cn/YSW0liysM6616suCPXGepQ1qbuHU0FNAUwWEyJ7R2JU1CiX741Go11h1/k8voQPAHj7bTfqJbQe2vKHAFi322PqnFWRpfxmHOTX5KPD3IFbet/CvYyGfUWddMVT2ZhSlo0wGo2I7hON6IhoEEj19QV5d2qwh0Mmnkj4EN2VoEsm9jAvKmrHUdovss77kuUkF08E8gtnYeZzBmCPihqFqNAomCwm1XeGYeLsmLg7F5xkYs3a5Tb6lcqEz9iHvbHPoStMbKknl19hcDux4emnn4bZbMbq1avZY+3t7UhMTMSMGTMwcqRt2YHW1lbk5eWhumtFbrPZjGeffRanTp3Ctm3bMHPmTN77VHGkVp0/fx67du3CT3/6U/TqJf+nSDbiZGYrqJWhOqnFGleYOwjAqFFY8o4RzlmIHPojm+8rrDFfU4dMFV9Cwx4RuaiZoTp69Gjrq9SiRcjFJDhu9m414noNyfPOnqn2CMiEb0FmdxZqtgbdumamBvWyYP6n9yE0OJT1IKr98LFfV5BruYjRTNA+wCmXWN2OrmBkV9zZWok3rqdvi0PizQ+GWddiZPRfLew9CJzLaDBwyMQT2ZiCD+eQEjYhiWkvTyV9MBmMgkZcNy3RIxj7xbOFoKcyVEWTPQAXuXhi+y1R7+SoUS7JazqdzmPrxbGZqVzLiwAuMrEattxGsFKZCCY1YAenTABbIsaFmxc8uhYloIIRN2PGDDzzzDN477338M4772D16tV45JFHcOXKFXz22WcOZc+cOYNJkyaxAYN/+ctfsGvXLsyZMwe1tbX4z3/+4/Cx59lnn8XPfvYzfPTRR/j666/x5z//Gffffz8iIiJ4FwYWIypM4nQq31YMPNaT2xmqXVmYd5RaPRk50bA+1XimFgRmHCTBPMTuGnqXvBNlLL1ij5JpkPT0dMBggOHzIteV+LuMuL5j1N8jlHezbj4EZOK8hiDztTsLNQeBO2HCfvkO1oPQzQ8fh+3weOQyKYZv8TIPrLbe2ODw1L972N0AgO9vqGzEdRkrvB4EBhnL0QDK5cHt1XTc0BywtRczBXzuxjllN+SBHWeGCYwzHEuveEImvGvmAQ5bCNrjcSNOKJSFQ1fUXhxa0GDR7eR9BnnCiCMi4TXiABddicV2RDN7xzmhVCbcYQxke/nkkcn4AeMRERKBVlMrCmsLld1cIqpsu7V+/Xq89dZb2LBhAxYuXAiTyYQ9e/bgoYceEjyPWUNu9+7d+NWvfuXysWfevHmorq7G8uXL8Yc//AHffvstYmNjkZGRgUl881QiSI6Js9tslyUmhtd6kmnzudI1Hzu5Sx9zowGLDnj/qwGcRoC7D7usG9bpJMYzIZnYWMcnRO/eDm+wau6hGhsbC7z/vtNUahfVVut4wAT1jTjRgcQZ5+U0iFhd4fPQurMsgMnkPJUKADqYTbYbeerhI7bDR6x9EEpsLPDKK7a/u7wdS5bz90Glb8+CU4d2nYXR98zyTGU34oExfgTj4QDbFi/MLEJQEGLfGc8b/6ZETwwG63PGFdcNzZn2Yl7mmHFBDSxkYeUiOM4w/WewLWYuNub7riU1XFEqE94185jpZY6BlRkDzt84D3L3zdkOSXtWM7rCPABCQgCeGHBBA1UAQYNFICaIeVlRc624643XUdtWiyBdEP/6nM7LXAGICOLeaUSpTLjDGHRdYQ/glUlQryBWX9R+GXJGFSMuLCwMy5YtQ0VFBYxGI86cOYPZHHNEDz/8MIgIer0egHVTeyLi/dizcOFCnD59GjU1NTCZTCgvL3d731TJnjiG+nrb/5lsBRn+fMn9vutpf1s9ENoJtIUAV6OAAuMoVaZpHc8n9iEm2xNnMADLl9v+7uhweINVcw/VdevWAQUFtkV+7am2dvIbnXmwEPdgrwQLWcTjMvjoWosQAKsrE4bUcxZVOi1kMKArCN5ZsSy4Q2d7unlqrTgxT9y6detsfxgMwDff2P7u8nbEwoBo7n3qFb0926YOnWKFmLgeu87CGBN51Xlo6eBZV04BrCeOa20r58ouWwZYunS2sxP47DOE9OKeflGS3CC0PtwdyHUYQJj2svfEqdWfimqL0NTRhLDgMM41BV2wfwMsLUWIpR1c8U5qy+R2dOkHx8A6ZfAUBPcKRk1bDUobSuXfmIOa1ho2VlVwu0NGV5gHgMmEysZwzqJMIL9cRA0WnocNo+dZFVmqGbcZ5dZF/O8ccifCgsOEC9fUsP+tNHNvEqBEJpKSGgQewNOHTAfgJ0acv9IvtJ/0wjKyFbj2K5blMeuajw22ALd3LaV1aTAwJKTGpai7iQ3lTeWoaq1CkC5IureJQUQmQp5Hud7DN954w26jdyfqxgCWYLSaWlHWqF7wfkldCVpMLQgNCmVXJpcEj1ysW01xo8SbasvCdExqAJuFaYVp15yqHHSYuReUlUtzRzOK64oB8D982G23mMry6EpEBPc9lEy72x7QHIkeWOrQWYZGDsWwyGEgkGpehLLGMtxsuYkgXZD4HsQ8A4XZxG04KUluEFofzjkLk2mviYMmIjQoFE0dTWwbu4t93G1wr2Dhwhy6ombCh6hMAM6BNTQ4lG1TteIomeuM7T9W2KnAIRM1A/mVZmECtjataq1SzbhljLgfDvuhcEEnuagpE9GkBkDwAcyEDWhGnAeR5YmTka3gdmKD3XzsHV1u/63Rk3HV5Jp+7m5iAzNlMnHQRISHcL/Z8SLyQ2Nj+d+U5U6DxMXFAUuWoBUcT3xLCEIarR5ZNTPqmAc78wYuGR65xFauVHWqTEoWJgCM7jca/cL6wWQxqbadEpPwMaTPEET34XalsdtuMZXl0RU1p92FA5G3u3SWu4db4+LUmlI9W34WgFVnIkJ4rFMGHplM0nHrsJLkBj5vZjQqXbIwmfYKCQph47PUegCxIRtDJYRscMhFzYQPQZlgh2BsLxNHmVmhjr4w12H0kBcOmQgF8ssdT5RmYQJAWHAYO1NxpuyMvBvzwPSjHw4XMeI4s3bVSW4QTWoQiQFnPNpZN9TzUHIR0Eac5OxUQFa2At/e1pKnh5i5/l69WCNuz+ipnNccPdq9vUKZN0HZ8XCAJJlwLTMCyJ8G+fWvfw0DYlEF7vWlzJXWxAM1twuSHQ/HICAXteQBCGTYRXe6ZJCpnYkpZZu2X//617Y/BGSi5rQ7b1yPzsyZRcYYFWolNzAPsXuG3yNemEcmS0at5T1F7tIrfLFAfdDqsnG3fXsxU0FqLb8ia5zhkIvVi61OcoOgTEJCXORij9r9iDXihokYcTKzu+WOJ6JJDQIyAWz6zhhf7kBENk+cmBHHkbWrdnKDU+0Qgq4dRMaOFZQJk7V/s+UmbjTfUOPmnAS0ESdpo3cGGZmYXIkNgMxlE9rbAYsFk7uMuPo+hZzXvOGmbjBvyLLj4QBJMuF20cufBtmxYwfef7sefK7yaIv6exsynjjZRpyAXNSSh1xYY0Wlhw9j4AoFY+/YscP2h4BM1Jx2543r6RXSLQ9lxoiTtBgsRyYmiBD7xYO8xr6cMURSAL9dm9i3FzMVpEZyAxFJy0xl4NCVWBhUSW4QlcnIkS4bmttj74lTw7vCeIBFjVseXaFe3F4ndcaTrqSGyEhBmQDAPbeqZ8SV1JegzliH3kG9xRef59CVCHBb6XKSG/iW5bHGCNoSkYQC3SNCItj4TzWThJwJaCNOcA0nZ+w22wUATJzIa4XHxloTEp2RHBdnMAAvvADANp2qG3QJ0DkOYmos9OuWJ845k2zgQBeZ8CUOy50G+UlDAwquhoLPVf6bx9UP3lec1BAbCyQk2P6+805WLmrJAxDIwqzq5XIx1lhRyePEeBCEjP8ZXfvqAnDN8B42jJWJWtPutrgejkQP8wVOATPTWJduXnI7ucFCFtaDIMmIY2TCJGeFhIjqCSDdsBUN4L9wwSE5y7691MxQvdZ4DTVtNQjuFSweJwjY5MIES3atxRXSm3u8luN1EpVJSYlgwtrUIVMRpAvCzZabKG/i6YASqWurQ0l9CQAJ4y8jk1Fdi2r36QMYDBg73nVfWUDeeCJssAQBTU2iSXyMJy6jPMPtddGYPjRtyDTxHSAYuXTttYtx41AZMpKzqJzkBtGEIMA6lSsiF6Zdmd/kCQLaiJONTmcbMUwmQSucK85HclycXbDm2Fqgdydg6d0G9Lvicj134uFqWm1ZVqLLIfARGwvMmWP9f20toNc7KLVaXpa+X3zBndQAIDoaePVJqxF3qeqSKosrNrY3skHdsj1xgGP6f2cnqyt88pC7VIxoFqbTxZjB5PyN8+i0cA/8UjFbzOzDXSiW56rz2haxscD991v/X1npoCt8nic52KYaORI9sJRTwLfecituveVWmMnsthehsKYQDe0NCA8Ox+TBk6WdZL9Mj8nEykSo30g1bLmnyAA2gN8pEcm+vaYNnYYgXRBuNN/A9cbr0m7IQ/p16/pz04ZME880tId5MHf1HzW82HJl4kx4SDi75IW7cXHMC/Rt/W7DgPABIqXhuExPayug1+N3d27nLa6Gse+Q1CBwwUnRkxAREoHmjmbk17i3D6TkqVR77HRlwvAm3mJSZSKqJ4CorgDAvcOtL3Ony05Lu7ECNCNOKl0L8KKz6wFYVCRohbu14K9dsGaIBZjCTPEPcc2gc8ejzwxCoplRQhgMALOUhMXi8navlpcl4vp17qQGWF9Kx/Qfg/DgcBg7jSiqK5LzCzhhYutuveVWDIwYKO9kgwH4xS9sf+fmsjJRazsy4SzM910uNn7geET2jkRbZxvyq90bZPNr8tFqakWfkD64fSC/Qoc4/1CDAdi3z/p/s9lBV4Qe0FLenkXXQ8N2TgHrdDo8MOoBAMDJayfFbyQAM5X6g2E/kJ4IYzAAr79u+7tLJrEwqGLYukJd8tjR9adN8ezbKyIkgp3KYowwpTDn3zfiPmknMGMts5VjWRmwYAEmDa/nLO7ObhZW+GXCBTOl6q53RXJSA4PBYJ3WZOp44QL+kvSC29PMkg0WAZkE9wpmXxTPlrn3MsQYPJKMOEZXmC3+rlzBkqsv8xZ3Z01OFz0BROUyY4TVu336+mmPJTdoRpxUZG6I6taCv04W4HQm7m2Y41SYuwv9MoMro2iKkCAXNYL5tw76PW9Sw40b1sUVGe+HGlOq9lsnyUZEJmpsRyYaiOz0ttBL14udInM3/ouJ45k+dDqCevE34qBBTms2CcjF3elDUW+CwBvU/SOs3kG1jDhZm6Mr2GhZimErNEXm+KdNLs7tNeNW2wPIHWQbcTxLrwgt0SMl4UOJTLhg5HLq+inxmwrAGIGiSQ0MHLpCOh1CyBMBtU4GiwQPBCMXd/pRe2c7248eGPmA+AkcMhFK+JCCZD0BROXCTAnXtNW47dHmQzPipKLShqiSjHEnC3A6M4s41NET5+5Cv+zgeqvEwZULCXJRYxrkb6b3wJ3UQGwfYoLs1dj+RfLWSVwo1BWlq4rb3cS2ujrH2wL7puzmtKHUjLqLF50yhQXkIvRyI0XHhb0JSwXfoO4faTXiTl0/5dbitsevHQdge5hJQkAm7hi2kqfI7OTi3F6M0eXOVFB7Zzv70iDZiBNYosedhA8lMuGC0ZfT10+7FbrBGIGS9YVDLjoimInDuICKxr7E7RQfHPUgAOBo6VHhmwrwfcX3MHYaMShiELvnsyB8/YcnAU6KTPhfCOz0BJAkl9DgUPblWa3lnZzRjDipyJwfdXvB31tsmbN3WbpcNEMdg4zdSWwgInZwljy4ciFBLmoE85c2DAd3UoOO7UNqbi/FxHyJrrrPhYhM+NZFkxp4KxyIHMybcMM8LNydHpM6DfTYY485HhCQS2ws3Nq5gX/LoHbMD/sv54bmDNOHTkd4cDhq22pRUMO7Eqwg9cZ61nv7UMxDIqXtEJCJO3FxkqbInDbvdm4vRl8yyjNgMivzbJyvPI92czsGhg/E2P5jpZ0kIBN3DFtJMunaDk4oE3PK4CmI7B2Jpo4mXKpS9mAubSjF9cbrCNIFSffccsiFdDpMCrvCe4qYh1KSYRsSIioTAPjRqB8BsO6AcrOFe5kPMY6XHmevpZOy2jePrgjJREhP+MMyAECHJRGf2/506j98MP3oYpV6y1/ZoxlxUuFJ8eYbaRU77pg5/iZbcOaV7K41p6KuAxHVUm4vyuXay6htq0VoUKgyQ4VBwjIjQnWUvO6V2QTXtytCSJCZ7UPM1Ke7RlyHuYNd5FTSel/OiMyl862LBqgxdZjD6+6dOXImAKuB2mZqE78RB2aLmV07TMwTt2XLFscDIrrCt3ODFA+loDeBZ0NzhpCgEHaJBKVTQSdKT4BAGD9gPIbdMkz6iQIy4YufVI7dFJlO57J5t3N73T7odkSFRqGts03x+ov2U6mSHsqA4FirRsKHI07ThiK6AlhDN9ydOjxRegKA9QWiT+8+0k7i0BUdEZYsrOM9RcxDKcmwNZlEZQIAAyMGYnK0NaSFMcbkwnizfzTyR9JO4NEVIZk4TxDYIzS2jkYJ5rdutB1y6j98MEa6mmuY2qMZcVLh2GyX2dicC8WJDRwuvGXtHwI1XcsQ2CU3uLPQLzO43j38bvE0biGYjZkZevd2eWsTehhJXffKYukFV0+cDjDbpr8YY/Ry7WU0tjdK/AGuZFdmo8PcgQHhAzCm/xj5F2B0xT5D1U5XPD51yGMJxkTFYGjkUHRaOhUHZefX5KPF1OKwBhIfDttuAVa52B9z8noo9VCKbhkkIc6Mib85VnqM/0YCpF1NAwDMipkl70RGV/p0PciJBMcVBqFpIUlTZBwycW6vXrpe7ANIqfeWmTKU5e1nZDJ0qO1Yl0yUGraS45wk6ArgOAWvhBPXrEacpLgvBmasZZ4PwcHAO+8g9tMZnEtaMciPm+ZI9JA4jcR4oY9dld+PLGRhjb8HYx6UdhKjK/bxnDExiJ1RxqsnQjNAQmPrcvzF6ZA0mTAx52ruJmSPZsTJxW6zXWZjcy6N4HPGzJ4tcn0OF14BJgA3plv/GGabUnVnoV82qUFO/A4XzMbMDB0dnG9t7kyDSN3ofVDEIMREWUczd4L3meyqHw7/oXTvAReNdoakna64M3XI/zDqelPkycIErJmY7j58GM/DvbfeK5jUADhtuwVYK29/zMnrodRDKWmPQxE3+MOjHwYAHCo+pCiL7OhVaxyQrKlUe1rs1qiz0xUl/UZyTI+TTFzaCzbjizE65EBESLtiNW4ZvZNFRYXt/wJjLYOQYStp2pA9JD5lMnOE1aut2BPHGHGjZBhxzFjL6Kedh2z5cv7T+DxPsgL4JQZgM3FxSl6G8qrzUNtWi/DgcPmLz9uv4MzoioU/vlWuYctmuNsjUSZj+4+1vjyb3VvaiQ/NiJODjEwyZwcVYC0q6pXmcOFNQAFwo2vKsysuzt2FfhW9IXMhUSbuTINI3egdsKWlu5PmzgT+M2v8KEJELkqnDvkNFh2W421RxWAePkqNOOZNWYoH4dVXX3U8ICITIR0RmgK5xBmWZLfHISAqlwdHPYjQoFBcb7wue52r5o5m1rOpyIhzblQ7uSiRiWBMD+zu5SQTl/aCzbhNvZIq27jNr8lHRXMFQoNCWb2TjMJMZj4DVtK0IXtIfHBlxs3LtZdR2czjQuahqb2JTb6S5YnjmKWhLpkIeSj5PE+SjX1A8gOH8aBl3chCg7FBtLw93135DoBVtiFBMtytPLoyKeQy7ylcfYffqAWAXorXDNPpdPjx6B+LllOKZsTJQWagW0qK7NUDOOMeZmM/UN4VmzXiNHstUa8eDw3GBjb7UtEbsj0SZeJOfI/1Ie2sql0P6eWOD03GiMuoUL6GE2PEMXFSihCRi9KpQ9GlRUQCJVkj7topRR4n+8BjMf7zn/84HhCRiZIHEf9UKtmWGZCQRRYeEs7+poNFB3nLcXGi9ATMZMaoqFGI6Scwr8VHAUcyRZdc5MpEODTB4mjUOsnEpb1g1ZfQoFCUN5XLTvo4UnIEgNXbFB4SLutcpZnM/AYsNyFBZsd1vyRmYvYP789mrjO/Uyrp19NhIQtiomJwa99bpZ/Ik50qxRvk/MwRDeB3NvYlBmCP6DsCEwZOgIUsOFR8SLS8PQeKDgAAHhvzmEhJJ3h0ZYn577yncPWd117jv8Udo1tEY7+F0Iw4X0FmoJui5IbYWODNN21/h4YiJfpXQNkMgHTAgCKgjzXzJyVFwW+A9UFsIQvGDRiHEX1HKLsIg1urGlsRi+/h3kqJEBKicwkKZI04hTFfLR0tyKmyugYVJTUwiMjF3eQGR7oMFgmZdXcPvxshvUJQ2VLJ7kghlYqmChTVFUEHnSTPyk9+8hPHA27qCpdc+KfJurYMAiRnkTEPj4PF8oy4/Zf3AwAeve1RWeexuCEXZ5kIJQqNDrebcuLQFZf2gtW4ZV705Borh0sOAwAeGf2IrPMAiGYyC+E8lrzzjshyRsxq/zqdZF0BbPpyoPiAaFl7GLnI9tryZKcyeiLkoXT2PAkZLKOjWzC/f5rtgAyZAMAT454AAOwr3CepPACYzCZWv3469qeSzwPAqyuxd+QJrkVq31eE9tQFgCXL+wGLFtkOcMR+C/Hj2zQjzjeQkIlpD9+DWnBsNhiAr76y/d3ejoKq/oCxH1B1h/XYCOtUmNI14hi3tewgbC5krGqsZBrE+pC2Thc6ooPZ4hq7wWRMFtcVo7atlv+GPHxf8T0sZMGtt9wqL8vQGRFdUTK9LLrHoYTMurDgMDbQVu5DmYnjmTpkqqQdPi45z3NK6D9yHkTWe/CVtlvkV2IW2WNjrQ/l7658J2tJjf9e/i8A4InxT0g+xwERuciRiZAnanmb3ZObQ1dc2quLR26zGmGM8SEFC1mQWpIKAPjJGFfjUBQRmQgF8js/nO1Ddh0h6566nXaxShJ1BbAZGweLDsryajMvCbI9ThyZmDqJY4q950nMYFle9Uugzi67U4ZMAOBnE34GANh3eZ/kdRdPl51GU0cTBoYPxF3DZMbDCejKZIHd7+yT6oSMWgCYTwbgc7vlRXhiv/kY238sovvwBEK7iWbEycE50E1k/Ry+6U7BaVCO+X3rnqEEXOvyfow85VZMHJNJx8S7uIXzxuYAb3adkmkQ6/QhV3IB4Q6OmIf+4f0xboA1k5fZWUAOzHShW7tYAI57YgIub25KppdFY1gkZpExHqNDJfKmO+RMpQLAAPtMbsCmK8waiByZmFIfRIDwVCo7JSQjs2760OkYFDEITR1NkgPWS+pKkF+Tj+BewXh0jEJPXGws8Lvf2f528pJJlck77wjdxOK6XZCTXFzaq4uf3GY1wlKvpEp+KJ+7cQ51xjrc0vsWeXtgMjC6Eh5uq6+drggF8tuPJcIPZ6ddIGToCmDtB6FBoShrKkNedZ6kc6pbq9klemTrCyOTwbada4xDh7IyEdriELDJgt97DQAWa1iGPbIWOLXGl/YJ6YMbzTfYpZrE2FOwB4D1RaqXTqZZwpO1i/nzRWc7X3tN3KgdPRqKdlaxR6fTKesHEtCMODk4v9aJrJ/jHBMHWP8WnAZ1moM1YD6uYjQAHXC9y4gbcUrxGnGN7Y3sYq2qeOIY6utt/+fJJJM7DWLDdSoV0PHGPLDJDQp2JmBWG3dbNgaD45NGxpubycT9QJYUwyIhRoZ5eBwuPixrhwImA1NqMHbv3jxL19itgeisK2IPIntDVmgq1SGpQWLcUC9dL9abZsiV9oa9u2A3AGtsqVv7D3/9te1vJy+ZmEx+8Qtg3jwhjxMwGhzK4yQXvvb64fAfIrJ3JGrbalkDRIyUy9ZBbtboWdL3keWizW49Q6cMbyEMBgkPZyab2x6JugJYp5qZKVGpU/CHiw+DQJgyeIpyT79dQG1oZaVD/xHyPDHxtkJJQqPB4XWTIRPAuksB49XeW7BXtDwRITk3GQAw7/Z5ku/D4py129nJ9h+uBEN7qqqAX/5S+PLLl0OVHZvcCs8RQDPi5CDTGlfU7k7z++9jCXToetBe60pCuPUsYm4zKVoj7kTpCVjIgjH9x2Bk1Ej5F+BChlzkrGdkmz50nUoNggnz7+AWJJNVKjf9v9PSyXqb3DbiJMhEaJps2TJXrxM/Fll7HN576724pfctqGmrkfymfLPlJruLBTO9JkZpaanrQQlykToFIjSVOgV2X8pwWz896WkAgCHPIMnA3XppKwBgwaQFkq7PiZsyMZuBnTv5vweA5TH/cj3oJBfO9oJ1MWTG8N+Vv0v4Rl3syN8BAHhywpOSynMikLULCI8lv/2t+BTZ8ph/uR3Py0yJphRJC1DemW9tqDnj5ki+hwNOuqKTkeENAM8/L7jyhioyAYCfjbdOqW7P2y5SErhUdQmXay+jd1BvZSEJIv3ns8+ET7d/T3AmOrrLIa5C7LcqM18caEacHGRaZVztDoisBeY0v1+ACSCmmWomAG39gZA2VNB5mZW3wmQMPRzzsKLzOZEhFznrGfEPwl0PaZ4Ri0lzP156XNbehudunENzRzP6hfXDlMFTJJ/HiQSZiA249kat0BQI62WRmDEVEhTisC6aFJjMselDp2NIpIR9sADcdx/H8jUqyIWZAhGdSgVkZ5E9NvYxRPaOxPXG6+xG3Hxcb7yOE9dOQAede0acCjIRYvRoYP5yp8VTOeTC2V5dzJ9ofWNkjDMhypvKcabsDHTQYe7tc5VU2YpA1i4gPJY0Ngp74aKju2TiRsYhAPx8ws8BWPuR2JIaHeYO7C20eqYYecpGQoY33xqUgHVCgI+gIHVkAlh/X3CvYGTdyBLdM3TbpW0ArDGGt4TeIliWEwn9R8jgFyI+vus/MuPhuVDsqRfBbSOuvb0d7777LoYPH47w8HDMmDEDBw9Kcy1/99130Ol0nJ/0dNcVwt25lyrItMa5Yv4BCbsUREbabhlyBTpmOpF6sd64gXencZ0pCjOIPD7ucUXncyJDLlKXTHjnHaFBWIcl87IF98KM7B2JhvYGWVudMAuT/mjUj0QXshVFgkxiY4UHF3ujlt/rBOv6cICyzLoiaZl1jKdh9ljp69ps387xFi5RLmJTIE8/zfetDkHotHkmJWTs2hMWHIZ5E+cBABKzEgXLbr6wGYBVX2QtFeGMRJkIPZyFYI0dkSxMzvbq4mfjf4YgXRCyK7NFs5p35O0AYF3va2jkUMGygojIRWxKVQj24WwfBygzCxMAJkVPwh3Rd6DD3CHqpUwtSUVjeyOGRg5VHnMrQVdWrVJ26SlTYBWqG1mYDAMjBrJetf9kuy5dw2C2mJF4ztrPnp/yvOw6A5AkEyGDnw/WC8dgvwOPAl3xGOQmzz33HAUHB9OiRYsoPj6eZs6cScHBwXTs2DHRc1NTUwkALVy4kDZs2ODwqaqqUvVe9mRmZhIAyszMlHUeJScTAUQ6nfVf5mMw8J4SE+NYlDl92jSB69sVXIxPHM+/bzlBD7rtb4/LqzsRXa65TNCDgpcGU31bvezzeeGot5BcQkJcZcJ8oqNdL+f6MVv/k5zMW6XH1j9G0IO+Ov2V5J8xd/Ncgh607MQy2SJwge9HOMlE7LcmJwuVsVAIjI4yF5CJPYU1hQQ9KOj9IKpuqRYsazKbaNBngwh60JHiI5JFYDabxeUioCvCOsAvk2nIcr2+RLkQEaWWpBL0oMh/RFJTexP3b7OYaeyXYwl60NeZX0u+NicSZSLeL7j7E+/1nWTC2V52/GTdTwh60NLvlgqWu/frewl60P+d/D9F4uD9wRxy4RpfFcnEvsPJZEnqEoIe9PNNPxcs9+vtvyboQa/tfk32PVic6m3h0ZXoaPlyMRhcr6+k/zBsu7SNoAcN/XwoGU1GzjL/LfwvQQ/q/0l/ajO1KZGI5OeyXJmwp6ukK4rtDhHgzsmnT58mALRsme2h19bWRmPHjqWZM2eKns8Ycdu2bfP4vexxS5jJyUSDBtkaMiZGsDHDwrjbPyyMo/DUqS6KOBXnCDDbDg3OJuhBvf43grdj8PFl+pcEPejhtQ/L+81SWLzYVu/evYneeYe36NSpwp2nb1/h70ejWMAStvJB2gcEPWjBtwskVb/T3En9P+lP0INOXz8t99dzk5xM1K+fqK4EBQk/cIQGH9aIYwYxAZk4M23lNIIetOb7NYLlDhUdIuhBAz8dSCazSfL1v/qKx4B+6y1bnUNDeXVFyQMaIDJgnuuDSIZcLBYLjfvXOIIe9O8z/+Yss79wP0EPivo4iprbmyVfm5fkZKLISFFdse9mkh9EHOMKl0x426uL9efWW18g/3kbmS3cBt+lm5fYF8XK5kqFwrDjlVccB00nXVFi2MqRiRRyq3LZF6LrDdc5y9S31VP4h+EEPejUtVMKBOH0o7seLBYeXZErl3nzuk5UUS7tne106//dKjjGzN4wm6AHvbnvTdnXdyA5mWjIEMH+I0cm0dF2J6okE5804hYvXkxBQUHU0NDgcPwf//gHAaDS0lLB8+2NuMbGRjKZ+B8Q7t7LHreNOOfGBHgNOT6DhbP9OSy+MLQ6HbIQFg0m6EGpJamyqv7TDT9Vz9Nkj0yZKBl42d9u/5DmtIStnLp2iqAH9fuknyTD4/jV4+wboRxDRRCJchEzaoXk4eB1EpGJM0u/W0rQg57Y+IRgud/v+j1BD3p156uyfr4sTxyHrijyPOEG9xcy5EJke+EZuXyky8uSxWKhB755gKAH/em/f5J1XV5kyEWqIcfaOxLfJMU8cS0dLdT3474EPehg0UHOMgv3LSToQU9tfkqJFByRKJOnnlLwcJb1di3OQ4kPEfSgJalLOL9feXYlQQ+aFDeJLBaLonuwSJSLVM9T3752J6ksl0+Pf0rQgybGTaSOzg6H706WnmSN36LaIkXXZ5EoE6l9x8GJp5JMfNKIe/TRR2nSpEkuxw8dOkQAaNeuXYLnM0ZcZGQkAaCgoCB6+OGH6ezZs6rey2g0UkNDA/tJS0tTLkyZVjmf0nA6HziuHYMSYowX9hP7IkEPWnxgseRqN7U3Ue8PehP0oNyqXPm/WwgFbypK3P0A0Tv4WNL17T1rJ0pPiP6E/zn0PwQ96Lmk5xQIgAeJclFu1Dp5nWS+Hdp7EMoayzjLGE1Gdir1wOUDsn5+XFyc60GZuiJ7CiTmLdeDCt6aWztaadjnwwh60OcnPnf4bnvudoIeFP5hOK/nRTYy5SJmuDiMLxKvzdleTryx9w2CHvTIukdcvqtsrmS9TSmXU6T/dj5kyETMe+/ycFbR40REtPnCZoIeNGTZEBfPbEdnB435cgxBD/ri1BeKru8A11ufG+OKg8Gislzq2+rZ8ePT45+yxzs6O9hp95d3vKzo2g7IqHdyMv+4Mno0R2SHj3vi3EpsqKiowLBhrmvdMMfKy8sFz+/duzcWLFiAL7/8Ejt37sSHH36ICxcu4MEHH0RWVpZq9/r4448RFRXFfmbNmsVeMz4+Hu3t7YiLiwMAxMXFobKyElu3bkV2djaOHj2KlJQUFBYWYu3ataD8fGsz2kMES24uDh06hNTUVFy8eBGbNm1CTU0NNm6s5oi5JGzb1ogTJ04gMzMTSUlJKC8vx7577nG4dhJibWvE2ZNvzfjanrsdX3Xt7hAXF4eqqips2bIF2dnZSEtLQ0pKCvLz87Fu3TpsObcFHeYOjB8wHgc3H0RjYyPWr1+P/Px8HDhwAKmpqbhw4QI2b96M6upqB3kYjUYkJCSgpKQEe/bswcmTJ5GRkQGDwYDy8nJ05uRwysSck4OMjAycPHkSe/bsQUlJCRISEmA0GjF3rvQtWRiiUYlP8Z51qxkiZM2di7S0NGRnZ2PLli2oqqpi673y3yvxk9HWRUq3ZGzB7t27kZ6ejoyMDGzfvh1lZWVYuXIlzGYz4uLi2ISP+wfdj6SkJGRmZuLEiRPYu3cviouLkZCQgLa2Nge51NTUYNOmTbh48SJSU1Nx6NAh5OXlYcOGDaivrxeUy9GjR5GdnY2tW7figQcqERnZqkgeTAA/I5PiX/0Kx48fx759+1BUVIQ1a9agpaXFod61tbXYtGkTLDctmNJ3Csxkxicpn2Djxo2oq6tzKPufrP+gurUag8MHo6OgA8eOHcO5c+ewbds2VFZWOpQ1mUyIj49HaWkpdu7cidtuuw1nzpzBzp07UVpaivj4eMH+c+zYMezfvx+FhYVITExEc3OzLD159NFMlyxMRi65v/gFsrKykJSUhIqKCod6d3Z2YtWqVbh+/Tp27NiBs2fP4nzmecT2t0bO//XgX3G29Czi4uJwreEafrX1VwCA2VGzUXOlxmWMaGpqcrh+fX09NmzYgLy8PM4xIi4ujjfDzpKb6zBGMNd99NE4LFpkhk5nBkDsp3//Drz33lm89loJVq9ejfb2dpdxhZHJxaefdhgjHnvsMYd6c40RTw58EkEIwpGSI1j4xUK2rNFoxIsrX0RbZxvGR4xHnxt9HMaIFStWwGKxIC4uDhaLBStWrEB5eTkMBgPvGCHUfw4cOID8/HysX78ejY2NeOYZcT158skc/OhHXWNEV9YZc3VGJvnPPcc7RjC/tby83GWMmB46HdFB0ahsqcSz/3yWLVtTU4PXV7+O4rpi9A/pj7ENYx3GCPvrNjU1Ye3atSgsLERKSorDGGHf1zq5tnTp0pUdO3bg+vXrWLVqFebO7cQrr+zrSoghl09UVDv+/e8bqKuzGyOcsvEYuWTPn4+cnBzOMaK5uRmJiYkoLCzE/v37HcYIY4MRs3XWZKj/d+j/YW/+XqxatQqvG17HmbIzuCX4FszrN89hjDCZTC7P423btuHcuXOcY4RQ/zHn5CAnJwebNm1CbW0t4uLiEBsL/P3vcWhubsE336zB5ctF2Lt3H44dOw6DIQtms+MYwfQfLl3ZtWsXrl69KsmOOHlS3pJXkmGsObPZTG1tbZI+jDt4zJgxNGfOHBfLsKioiADQF198IduqLCwspPDwcJo9e7bDcXfu5U1PnGxP7EsvsYWm6s6Tzj4eruszanwD61XLuZkjqdo/2/gzgh709yN/l/+bxVD4piLby8J4nWJiBJNJGNZ8v4agB01bKVyPotoia5zh+73oZvNN6b9bDJlvh3JkARAZZnziqFACcYh8bDi/gaAHjVg+gjPGcmbCTEnB7Fwkc02nK9AVKVMg7E9PTiYKDrZdV6KucGGxWNh+M/DTgfTuwXdp9D9HE/Sg6aumU2tHq6LrcqKyB8SB5GSi/v1t1+WRCWd7cfD6ntcJetDof45mE6SOXT1GOr2OoAftK9jnfp2JZMskOZk7jjI6mkcFFi2yFRKIzZTKlgtbWA9tVkUWEREV1xZT1MdR6iR6MHhaV+zdmm70HwaLxUJPb32a9fqP+mIUQQ+CHvTtxW/drzORZ2VCRPT6626PtR6fTmWmNqV8cnOt03GTJ0+mRx5xdatfunSJANCqVasUVeq5556j3r17U2dnJ3tMzXt5JCaOR9G5dIvpG2LXDkE7rwE45z9zJD9cq1qqKHhpsGemUu3rLSNr1/40KR821klGtlR1S7Wk3/1h2ocEPejR9Y/K/umCyNQVOUZtdN827mvLzJhqM7Wx04b/PPVPh+/2Fewj6EEhS0OooqlC9s/nCouQmrXLdRqXfBwe0Cpm1jHUtNbQD1f/kH3oMIH9JXUliq/JiUxdUXxd5sMhE8724qC+rZ41Zmd8PYP+7+T/0cBPBxL0oJd2vORefYXqrpZMhK7thq6YLWY2UH/Y58Po8xOf0/h/jSfoQTMTZrrEhKle927UFbm0d7bTi8kvsn0o4qMI97O67fEDXfG4EVdRUUGJiYmSPvX11rcvd2Pi+Fi8eDEBcEhiUPNebgtz8WJbQ4aECFrlQoaKiw7YWXzJmN9VzuKiP9OmEa07t46gB435cgxvphjDshPLCHrQ3fF3K/u9UnB+yopk7TJIDjRVGPv1xMYnCHqQPlXP+b3FYqFJcZMkZWkqQkbWrhyjVq3YLyKi1RmrWW9Tab01QajN1EYT4yYS9KC397+t6KefOMETiygxa1c2Hnobb+9sp1VnV9Hvdv2OPj/xubrL89jz9tu2eqvgGSIiWTLhbS8OzpadZT1MzOfer++lBmOD+MlykJi1KxsP6UpdWx1NXjHZQS6jvhhFV+uvul9ne373OyJ0Zacq9Ay54GlvFhHlV+fTwaKDVNtaq9o1WZKTicLDfVZXfDKxYdGiRZwZox999BEB8jJG7VmwYAGFhYU5ZEupea/uzE4lkrFWnN3cq8vSIvYPcANRc3sz3fKPWwh60Hcl3/He22wxs0G1CZkJ8n+vVNx4W3Hue/afcDS7LhnBDFwSYJZFGPPlGOo0d7p8z2RIhX4QSnVtdXJ/tfgPkykTKZl28+aRqllkJrOJpq+aTtCD7lp1F526dormb5lP0IOiP4tWLJfdu3dzf+EBLwgRqZ5Z1634gEx424uHkroS+sOeP9ATG5+gT49/qnydLyF8QC5yaTQ20tLvltLczXPpfw79D1W1uK556hZ+KJNuwcfl4pNGXHp6OgGOa7cZjUYaN24czZgxw6FsS0sL5ebmOizie/Oma/zRuXPnKCQkhObOnav4XmK4JUwFVrlkHbDLOnJdWsT6CQmxFX9156sEPejprU/z3pvJpOv3ST9q6WiR/3ulosLbyuLFNlmxL5duXre5vZnNUt2eu93l+wXfLiDoQb/d8VvJ9ZSMwrovXsy9dpyD01dihppUSupK2Cwy5hOyNER2Rqo9xcXF3F946o2/GzwJHsMHZMLbXt7EB+Tic2gy4UblMVHt6/qkEUdE9Mwzz1BwcDAtXryY4uPj6f7776fg4GBKS0tzKMfE3C1ZsoQ99uMf/5ieeOIJ+vDDD2n16tX01ltvUUREBEVFRVFOjmvAvtR7ieGWMBVY5XyLlrrExdlNvVmXFnE9Z/RoW/HsG9aFf3V6HWeCg9lipjv/fSdBD/qfQ/8j/7fKwVNvcQpjqOz568G/EvSg+xLuc5h6vnTzEvV6vxdBD7pYedG9enLhyTdb53loFWJA8qvzac5/5lD/T/rT/d/cT8euytsJxZmvv+aJefGUXDwgk27DB/oPb3t5E01XXPEBXfFJfFxXfNaIa2tro0WLFtHQoUMpNDSU7rnnHtq/f79LOS4j7ssvv6R7772XBgwYQMHBwTRs2DD65S9/SYWFhW7dS4zu9sTxGXH2BplzB5JixBERzdsyj6AHzdsyz2URya8zv2ZXlfdIDII9nnqLUyHYtqyxjCI+iiDoQaszVhOR1cBlFmydt2Wee3Xko7tlokZcjIq0tfFMr3lCLn4iE158oP/wtpc30XTFFR/QFZ/Ex3XFZ404f0TVmDgJjcr3gmA/NeqsgEKZqfacv3GezcDccH4Dezy/Op8i/xHpmR0auPDUW5xKHXP5yeVsVtTarLX08o6X2f0xmWB+1fHUw8JPpj14t3HyhK74iUx48QFdEdt2yytouuKKD+iKT+LjuuKTi/0GJLGxwOLFjsd0OuCzzwCDgfOUCRO4L2Uy2Z1it1ihAfNhQm+AXV7Qdpvbb3e8xtQhU/G/D/4vAOC3O3+LFWdWYHf+bsxaOwvNHc14cNSD+PN9f5bzC9WFSLyMEDyLOCI/X9ZlFs5YiNljZ6PV1IqXdr6ENefWAADifx6PkVEj3asjHwp0RRIqycTTvPHGG/JOcEdX/EQmvPiArshuL2+i6YrjsQAaV2TT03VFVZPQT3DbIlawCCXXC4LDKXbXFMtMdcZkNtHzSc87BKVDD7rz33fSjaYbyn6jXDwZbCsoOOm0mdrob0f+RpNXTKZZibNof6H8qXjZeEIufvLGzOvZCWCZCOJlufikJ07TFW48EcTv73LxcV3RplNVxG1hKgigDAnhPoWdUrWz9KRkpjrTae6kz098TlP+PYXGfjmW/vTfP6m/ZIYQ3RVs608ByESekYufyMQ+E92BAJaJIF6WC297eRNNV7jR5OKKj8tEm071JSZMAMeGqK5znXZMmsR9nJ1SjY0FXngBADAElZxlb72Vv0pBvYLwl/v/gguvX8DlhZfxz8f/iX5h/QR+hMookIlkeve2/X/UKKvA5s93/7rdgafkMmiQ7f8+KpODBw9yf+EJmThPMYWEAO+843MyEcRTutKvn+3/ArrC217exFO68vbbtr9799Z0hSEy0vZ/Hx1XePGUrrz6qu3v0FDf0xVVTUI/wW2LWIF1LjqlaldAamaqT6Fw6y1J13SWs79kSxGp/3brRxlk2dnZ3F94IgBZ0xXx64noCm97eRNPeIc0XZF+vUCWidA1FchFm05VEVWEmZzs6L6VsMUH35RqWBg5zL1LzUz1OZKTiQYPliUTQfw9RoPBfps2ka23RPEjmRw5coT/y+RkooEDNV1xRs1N2WXKRLC9vAnXpuyarhD98Y+OD4cAGVcESU4miojwSV3RplN9EaPR9v/SUmDBAsHsoOHDuY8PGQI2C0ZOZqpPcvOm7f8SZCKIP2QGiWEwAMuW2X6HyeReFpkfycRkMgkXqKmx/V/TFetv//xz298dHd2qK6Lt5U0aG23/13TF+ttXrLA9JdrbA2ZcEaW11fb/ANAVzYhTyvvvO/5NZLW0li6VfanWVrDrkLyPJQAsABzn9omAJUuUVbXbeP99x5gEN2QCwLNxdt1FAMskJiaG/8sAlgsvXpaJYHt5E01XXOmSCfsrNJlYUfG5DIB7fTAfk4tmxCmloMD1mIiFXsmdr4CqKsBw218AALmYBK5mCQryrVhKTtR+a1myhPt6Pm/N2hHAMjl9+jT/l2rLZfZsx+vpdD4rF168rCuC7eVNNF1xJYDHFUEUPJcFmT3b8W8f1BXNiFOKgjcXvkV/AcLSnVMd/nYmJER2Dbuf7nqbcx5sfJkAlsm8efP4v1RTLsyUtT1EvpdFJoaXdUWwvbyJpiuuBPC4IkgA6opmxClFwZsL/1c65GCSXTyczqWE2ay4pt0Hn0yc32ak4uwaB9xzjXsDT8iEa5DyQZmsX7+e/0s13/z5ZJKSIv9a3sTLuiLYXt5E0xVXumTiIJUAGVcECUBd0Yw4tRF4c4mN5fOoWc+xxsNxn3/HHe5XzeOovR2M2q5xb+AJmfh4oC2Dom2clLz5+5FMBPGyrvjVtluApiuLFzu+7gfIuKKIHqwrmhGnFFXfXHQwIRQXMQVcXjjAp6bghXF+S3EnsNQPgkolkZKiXmC2HwUgx8XF8X+pZv/xI5mI4kVdEWwvb6LpCjcpKa6euEAfawNQVzQjTikKrXS+nRsAggVB4IuH86EpeGHU9J75QVCpJNR8o/OjoOzf/OY3/F+qKZOeEpQNeFVXBNvLm2i6wk1BgesrvzbWBpyuaEacUhRa6UJxcVYDjtsT5zeo9fbiFFRKgE8GlUrCQzIB4NMyMQhN63THW66/BWUDXtUVwfbyJpqucDNhgusrfwCMK4IEoK5oRpxSFAYhC8fFcRtwfhEPx6DW24uTW1wH+GRQqSQ8JBMAPi2T++67j/9LNYP4e0pQNuBVXRFsL2+i6Qo3S5Zwe+J6+LgiSADqimbEKUXtIGROA86qjD7mvVWG3LcXPwkqdYseLpMrV67wf6lm//EzuSiiG3RFsL28iaYr8ujh44ogAagrmhHnDgqD+Pnj4pzR+cciv/ao9fbiJ0GlkghQmYSFhQkXUCuI38/kIogXdUW0vbyJmrrijB/rCgXguCJKgOmKZsS5g8IgfumeNcKUKbJr5V3UentxCsomfw20BdSTiZ8E2jL0799fuICHdMVvg7IBr+qKaHt5EzV1xR4/1xVdAI4rogSYrmhGnDvwbcEgYqnHxgLR0WIXt8bI+Zi+iMP1VgcAQ4ZIvwZHoK3OXwNtAXVkIoSPBdoy5OTkCBdQ2H8c6ElB2YBXdUW0vbyJpiuuTJjg6okDevy4IkqA6YpqRlx7ezveffddDB8+HOHh4ZgxYwYOHjwoet5LL70EnU7H+ykrK2PLfvfdd7zl0tPT1fop0uELlpQQRLlqldC3VgNu3jyf0xdxuN7qAODqVekxCRxTSuSvgbaAOjIB/CbQluEnP/mJcAE3+g9LTwrKBryqK6Lt5U00XXFlyRJXTxzQ48cVUQJNV0glnnvuOQoODqZFixZRfHw8zZw5k4KDg+nYsWOC5508eZI2bNjg8Fm/fj1FRETQHXfc4VA2NTWVANDChQtdzqmqqpJc18zMTAJAmZmZin4ry9SpRDodkXXYtX50OqJp0ySdvnix46n2n3m9trtXN28SE+P6g2TIhcLCuIUSFubJWnsWd2VC5Hdy+eqrr4QLuNl/iMjvZCIJL+mKaHt5E01XOGno3z/gxhVRfFRXVLM7nFDFiDt9+jQBoGXLlrHH2traaOzYsTRz5kzZ1zt27BgBoI8++sjhOGPEbdu2za36qiZMFRo6Ofr3FINi0sFMOphpNIrJgPnyFM7XcFcuanRCX0ONQUGNh7svoYZMNF3hRtMVVzRd4UbTFVemTlVdJp4y4lSZTk1KSkJQUBB+//vfs8fCwsLwyiuv4NSpU7h27Zqs623atAk6nQ4vvPACb5mmpiZ0dnYqrrMquJvVYzAgtmo1rmAMLAiCBUEowRjMx3afC56UhbtycQ5UB6x/K93c2RdQQVdw9arrcSKf1RXRbZzUyIrTdMUVhbris9tuAZqu8FA9YEDAjSuiqKUrzviqrqhhCT766KM0adIkl+OHDh0iALRr1y7J1+ro6KCBAwfSAw884PId44mLjIwkABQUFEQPP/wwnT17VvCaRqORGhoa2E9aWpo6FnFyMrfF/8470s7nejMEiEaPdq9e3oZPLgaDtPM53oIsgP++GRIFpK4YjUbhAu7KhIj7jbmn6oqc/qNAV0Tby5tousJJx5YtXtEVn8ZHdcWnPXEVFRUYNmyYy3HmWHl5ueRrpaSkoKamBi+++KLLd71798aCBQvw5ZdfYufOnfjwww9x4cIFPPjgg8jKyuK95scff4yoqCj2M2vWLLbe8fHxaG9vZ99C4+LiUFlZia1btyI7OxtHjx5FSkoKCgsLsXbtWjQ1NdnKlpfD+OabDvciAPjsMxz9859RU1PjcN22tjYkJCSguLgYe/fuhSUvz/XNEEDn9eswm81YuXIlysrKsH37dmRkZCA9PR27d+9GSUkJVq9e7VLvqqoqbNmyBdnZ2UhLS0NKSgry8/Oxbt06x3rHxaGxsRHr169Hfn4+Dhw4gNTUVFy4cAGbN29GdXW1Q1mj0YiEhASUlJRgz549OHnyJDIyMmAwGFBeXo4VK1bAYrEgLi4OFosF//3vf11lAqDyxg0kJCTAaDQ6XL+6uhqbN2/GhQsXkJqaCnNurotMdAA6L11CU1MT1q1bh/z8fKSkpCAtLQ3Z2dnYsmULqqqqHK7b3t6O1atXo6SkBLt370Z6ejoyMjKwfft2lJWVYeXKlTCbzQ7nlJeXIykpCZmZmThx4gT27t2L4uJiJCQkoK2tzaFsTU0NNm3ahIsXLyI1NRWHDh1CXl4eNmzYgPr6eoeyTY89hguPP86pK/Vr1rjUOz4+HlevXsWuXbuQnp7Oqyu4cQNxcXGoqKhAUlISsrKycPz4cezbtw9FRUVYs2YNWlpaHK5fW1uLTZs2IScnB0eOHMHhw4eRk5ODjRs3oq6uzqFsc3MzEhMTUVhYiP379+PYsWM4d+4ctm3bhsrKSoeyJpMJ8fHxKC0tZfvnmTNnsHPnTpSWliI+Ph4mk8mh/7T84Q+cMjnyxhtobm52uH5dXR02btyInJwcHD58GEeOHLHKhQPKy8OaNWtQVFSEffv24fjx48jKykJSUhIqKiocrtvZ2YlVq1bh+vXr2LFjB86ePYv09HTs2rULV69edW+MiItDfX09NmzYgLy8PBw6dAipqam4ePEiNm3axDlGHDp0yCYLu39rncryjRHm3FzecUVojFi9enW3jRErVqxAeXk5DAYDMjIycPLkSezZswclJSXcY8RDDyHn5z93bOOuRVxb//Mfx77GM0ZwjSuAdVzxiTGiqQlr165FYWEhUlJScPToUWRnZ2Pr1q0ufY0ZI/bs2cOpKyn796Ozs9PhHK4xgm9coYqKbhkjzpw5IzxGdPW1bdu24dy5czh27Bj279+PwsJCJCYmco8RbW2o/u1vHX8PAHz2Gfa9+ipbtqWlhXeMIJ7lSCgvT/EYcfLkSc5ruo2zVWc2m6mtrU3Sx2KxEBHRmDFjaM6cOS4WYlFREQGgL774QrJV+fzzz1NISAhVV1dLKl9YWEjh4eE0e/Zs3jIe88QRuRdn0RNjNIjc/10c51t6ilyc3+x6sK4UFxeLF1JDV5TK1FfxQP+Rcr6k9vImmq64YJw40Su64vP4oK50myfu6NGjCA8Pl/TJ77JWw8PD0d7e7mIgGo1G9nspNDc3Y+fOnZg9ezYGDhwo6Zxx48bhqaeesnpwzGbOMqGhoejbty/7iYyMlHRtSbizsGBPW2SRwd3FFjkWb9X1FLk404N15eLFi+KF1NAVe3x0QU5ZuCsThboiqb28iaYrLgQXFXlFV3yeANKVYOcDEydORGJioqSTmenSYcOGOaznxlBRUQEAGD58uKTr7dixA62trZxTqUKMHDkSHR0daGlpQd++fWWd6zYTJgDZ2a7H3dmag2vazJ+YMAG4cMH1d0hZhJJnkcWyX/4St/rdonlOBJiuRIuvaO0RXfHFBTll4Y5MhBDRFUnt5U3c6T89VFeMMTHow2XIeVhXfJ5A0hU13HmLFi2ioKAgamhocDj+0UcfEQAqLS2VdJ3HH3+cIiMjqaWlRdb9FyxYQGFhYWQ2myWVV9WtybfYm5Qgyp7qyuYLLAWs3wnBI5OW8eO7p+6eJMB0RSzhiIg8oiu+LBNJuCMTIsVykdRe3iTA+o8UCj/91H1d6WFTzETkk7ri04kNTz/9NMxmM1avXs0ea29vR2JiImbMmIGRI0eyx1tbW5GXl4fq6mqHa1RVVeHQoUOYP38+IiIiOO9TVVXlcuz8+fPYtWsXfvrTn6JXLy/sIua82S4gfWVntfZ48zViY4GYGNfjUlYB55FJ6JUrqlXPawSYrkhaWsgDuuLLMpGEOzIBFMtF7lJQ3U6A9R8pXBg/3n1dcaYHyCWQdMVlOlUJM2bMwDPPPIP33nsPN2/exLhx47Bu3TpcuXIF33zzjUPZM2fO4Mc//jGWLFkCvV7PHv/222/R2dkpOJX67LPPIjw8HPfffz8GDx6MnJwcrF69GhEREfjkk0/U+CnycafBhwxxXaNH7no2vkplpesxKXLhmkrS6WAePx5B6taw+wkwXbn33nulFVRZV3xZJpJRKhNAsa5Ibi9v4U7/4Zpe6wG6cu+993pFV3yeABprVXNdrV+/Hm+99RY2bNiAhQsXwmQyYc+ePXjooYcknb9x40YMHjwYjz76KG+ZefPmobq6GsuXL8cf/vAHfPvtt4iNjUVGRgYmTZqk1k+Rh9INq3viIov2KN2EmGdBzosS4yp9mgDTlV27dkkrqLKu+OSCnHLxgq5Ibi9voVQmgH8t3iqDXbt2Ke8/fjquSCKQxlpVJ2f9BFXnppXGr/TERRbtURqTwLPIomXq1O6ptycJMF3p7OyUVlBlXfH7eB4ir+iK5PbyFu7GT/ZAXens7HSv//jhuCIJHxxrfTomLqBRGr/C5e4FgBs31KubN1Eak8AVowHAnJOjUsW8SIDpysqVK6UVVFlXfDV2RRZe0BXJ7eUt3I2f5MLPdWXlypXu9R8/HFckEUBjrWbEqYGSmAQ19nfzZZTGJHC5u3U6BE+erF7dvEkA6cobb7whraDKuuLrcpGMUl1xRqJMJLeXN1Ea/9VDdeWNN97Q+g8fATLWakacGiiJSejJ8TyAspgEgXiEfffco17dvEkA6YrkDdVV1hWfjV2Ri1JdcUairkhuL2+i6YoDcXFxmkz4CJCxVjPi1ICvgYUans/VLSUF2h/gWgkcsA4cBgP3Oe+/zz0YjR6N6e+/2eaEigAAFnNJREFUr279vEUA6UpsbKy0girrik8uyKmEbtYVye3lTTRdcSA2NlaTCR8BMtZqRpwaKIlJ4NmM2d9jNFiUxCQIxCN4bPPg7iaAdEVym6msKz2GbtYVv+hjSnQlN7fH6srJkye1/sNHgIy1mhGnBnwxCXzB+AYDYDK5HvfxuXfZyI1J4HP/Dx2K2267Tb16eZMA0hVZbaairvQYullX/KaPydEVP+4/UmDbjE8mfLqi9R9X/FRXNCNODfjm3k0mbnc239RgT4pHAPgHCgX7+hmNRjcr4yMEkK7IajMVdaXH0M264jd9TI6u+HH/kQLbZnJ1JRAIkLFWM+LUgK+B+dzZfOnuISE9Jx5BCK5YDAAoL+c+fuMG6uvrPVadbiWAdEWVNlOgKz0GubrCNxUkUVf8vo9x6Yof9x8psG0mV1e0/uN63E91RTPi1CA21trQzvC5+PneJG+9Vd16eRsuFz8AlJW5HhNxZXttRw61CSBdkdVmKupKj0GOrgjJ5I47JN3Ob/qYHF3x4/4jBbbN1NKVQO0/gN/qimbEqQXftlDadJArXO5sEVf2kSNH1K2bNwkQXZHVZirqSo9Cqq6oIBO/6WPa1CGLQ5t1o674DQEw1mpGnKfhcvEHgisbkOfOFnFlv/jii+rWzRfpYboiq83k6Iqb04Y9AmddUWEqyG/6mBxd8eP+IwVJbeYBXfF7etBYqxlxaiHVxR8ormxAnjtbxJX9zTffqFw5LxIguiKrzaTqigrThn6FVF1RYSrIb/qYGrriB/1HCg5t1o264jcEwFirGXFqIdXFH0iubEA1d7ZfbAkklQDRFdltJkVX/FwmsunGqUO/6mOargBwajNtmtmVABhrNSNOLaS6+DVXthVnd7aIK9svtgSSSoDoimptZq8rfi4T2UjVFRWmgnpEHwswXXFos27UFb8hAMZazYhTC6ku/kByZQPS3NkSXNnPP/+8ByrnJQJEV2S3mRRd8XOZyEaKrqg0FeRXfUzTFQBObdaNuuI3CMnEftFfP9YVzYhTEyku/tbW7qmLryDFnS3BlZ3iw3vXKSIAdEV2m0nRFT+XiSLEdEWlqSC/6mOargDgaLNu0hW/gm/pnB6iK5oR1x0wCmIwAFVV3GV6oisbEB4YGHc2X7ZhUBDryp46darKFfNRepCuyG4zMV3pATJRFUZXJPQfKfhVH9N0BYCMNlNZV/yKHq4rmhGnJnwu/qoqq6LwvQUBPdOVDVjd2UFB3N/x7WHHYOcGr+LrZP6KmK68/Tb/uX6iK7LbTExXArH/AOK6wgfXNJIAftXHNF0BwNFm3aQrfkUP1xXNiFMTPhc/YH0o870FAT3XlQ0IDxB8MRoAYDbb/dfMXcZfEdOVq1f5v/cTXVHUZkK6Eqj9R0xXJPQfKfhdH9N0xbXNuklX/I4erCuaEacmQg1+9SpgsXB/5wcZMG7BN0CYTMBvf8t/nt26XyNGjFC5Ul5GTFf4GD3ab3RFUZsJ6Uqg9h+luiJz3Ty/62Oarri2WTfpit/Rg3XFLSOuubkZS5YsweOPP44BAwZAp9Nh7dq1sq7R3t6Od999F8OHD0d4eDhmzJiBgwcPul3WK8TGAjEx/N/39LcdPoT2ZGxs5P/ObkA6e/asihXyAfiypsRYvlz9ungIRW0mpCuB2n+U6opML4Lf9TFNV1zbrJt0xe/owbrilhFXXV2NpUuXIjc3F9OmTVN0jZdeegnLly/Hiy++iC+//BJBQUF44okncPz4cbfKeg0lD9me/hakZIBw8jg9+eST6tXHX/GTN0MGRW2mRFd6ev9RggJd8bs+pumKOm3mZ+OKInqyrpAbGI1GqqioICKis2fPEgBKTEyUfP7p06cJAC1btow91tbWRmPHjqWZM2cqLitGZmYmAaDMzExZ50nGmrAt/WMweKYevkRMjFsy+eqrr7xTb08ydao8mYSEeLvGslDcZlr/caUbdMUv+1iA6wpnm/XwcUUxXtYVT9kdbnniQkNDMXToUMXnJyUlISgoCL///e/ZY2FhYXjllVdw6tQpXLt2TVFZryM0peqMH8U4uYVcD6WTTPxqSyCpyH079Jc3wy4Ut5mc/gMERv/pBl3xyz4W4LrC2WY9fFxRTA/VFa8mNmRlZWHChAno27evw/F7770XAHDu3DlFZb2OHIPFj2Kc3EIozduZ0aNdDvWILYGciY0FFi+WXt7P4lYUt5mcPsGhKz0SOf0HUKQrftnHAlxXONusG3TFL+mhuuJVI66iogLDhg1zOc4cK7fb401OWWfa29vR2NjIfpqbm92tujCxsdLKRUf7jbWvCpMnSyvH0dl+85vfqFwZH+Gzz6SV80NdUdxmYglC9gTKSxAgvf8o1BW/7GNSx1qgR+oKb5t5WFf8kh6qK6wRZ7FYYDQaJX2ISJWbt7W1ITQ01OV4WFgY+72Sss58/PHHiIqKYj+zZs0CYDUM4+Pj0d7ezr7RxMXFobKyElu3bkV2djaOHj2KlJQUFBYWYu3atWhqanIoW19fjw0bNiAvLw+HDh1CamoqLl68iOZBg3jrw0gv9623kJmZiaSkJJSXlztc12w2Y+XKlSgrK8P27duRkZGB9PR07N69GyUlJVi9erVLvauqqrBlyxZkZ2cjLS0NKSkpyM/Px7p161zq3djYiPXr1yM/Px8HDhxAamoqLly4gM2bN6O6utqhrNFoREJCAkpKSrBnzx6cPHkSGRkZMBgMKC8vx4oVK2CxWBAXFweLxYIVK1agvLwcBoMBGRkZOHnyJPbs2YPK115z+P1ctEdF4UCfPsjPz8f69evR2NiIuLg4JCcnIy4uDk1NTVi3bh3y8/ORkpKCtLQ0ZGdnY8uWLaiqqnKod3t7O1avXo2SkhLs3r0b6enpyMjIwPbt21FWVoaVK1fCbDY7nFNeXo6kpCRkZmbixIkT2Lt3L4qLi5GQkIC2tjaHsjU1Ndi0aRMuXryI1NRUHDp0CHl5ediwYQPq6+sdyjY1NWHt2rUoLCxESkoKjh49iuzsbGzduhVmgaUdGFkVLlqEHTt24Pr161i1ahU6Ozsdrl9RUYGkpCRkZWXh+PHj2LdvH4qKirBmzRq0tLQ4lK2trcWmTZuQk5ODI0eO4PDhw8jJycHGjRtRV1fnULa5uRmJiYkoLCzE/v37cezYMZw7dw7btm1DZWWlQ1mTyYT4+HiUlpZi586dWL58Oc6cOYOdO3eitLQU8fHxMJlMLn1t27ZtOHfuHI4dO4b9+/ejsLAQR37+c0m6knP77di0aRNqa2sdrtvS0oI1a9agqKgI+/btw/Hjx5GVlYWkpCRUVFQ4lO3s7MSqVatw/fp17NixA2fPnkV6ejp27dqFq1evemyM2LRpE2pqahzKtrW1ISEhAcXFxdi7dy9OnDjBjhG1b74pIA2brM6++qqiMWLjxo1eHyNKSkqQkJAAo9HocP3q6mps3rwZFy5cQGpqKg4cOMCOEZaRIwXlAgCm/v2xpb3db8cI577W3t6O+Ph4fP3119i1axfS09Nx9uxZdoxIue8+B53g05Ub77/v1THizJkziseIxMRENDc3O5Stq6vDxo0bkZOTg8OHD+PIkSPIyclhx4jG/v15dYSRSd5TT6HivvtUHyNOnjwpqqeKYILjUlNTqet3iH5yc3NdguuUJDZMnjyZHnnkEZfjly5dIgC0atUqRWWdMRqN1NDQwH7S0tI8EmDoQHKycNDkvHmeu7cv89RTioJJCwoKuree3UkP1RW320yhrvRoFi/2mK74bR8T6z89WFcE20ys/7zzTrfV02fw4ljrqcSGYMaYmzhxIhITEyUZflzTmkoYNmwYysrKXI5XVFQAAIbbbeYrp6wzoaGhDl68yMhIxXWWDBPvtGyZ63fz5gHbt3u+Dr7Ijh3W379zp+t377zD69ovLi7G+PHjPVo1r9FDdcXtNlOoKz0aZvrdA7rit31MqP9ERwPx8T1WVwTbTKz/fPqpJ6vmm/TEsVYta1CJJ27RokUUFBREDQ0NDsc/+ugjAkClpaWKyorh8SVG7ElOJpo2jSgszPpvD30jlI1MuaSlpXVLtbxKD9MV1dqsh8lFFTwgE7/vYwGoJ5LaLADlIooXZOIpu6PbjLiWlhbKzc2lqqoq9lh6ejoBjmu/GY1GGjduHM2YMcPhfDllxehWI05DFc6fP+/tKmjIRGsz/0JrL/9DazP/wePTqUphAneZ7NDdu3fj+vXrAIA333wTUVFRAIAzZ87gxz/+MZYsWQK9Xg8AmDFjBp555hm89957uHnzJsaNG4d169bhypUr+OabbxzuI6esRs8jLy8PU6dO9XY1NGSgtZl/obWX/6G1mYbbRtznn3+Oq3Yb6xoMBhgMBgDAL3/5S9aI42P9+vX429/+hg0bNqCurg5Tp07Fnj178NBDD7lVVqNnwWQUa/gPWpv5F1p7+R9am2m4vU7clStXQNZpWZfPaLsF8x5++GEQEeuFYwgLC8OyZctQUVEBo9GIM2fOYPbs2Zz3klNWo2exbds2b1dBQyZam/kXWnv5H1qbaeiIVFr0zY/4/vvvcffddyMzMxM/+MEPvF0dDQ0NDQ0NjR6Mp+wOr+7YoKEhFb/cEijA0drMv9Day//Q2kxDM+I0/ILf/e533q6Chky0NvMvtPbyP7Q209CMOA2/YO3atd6ugoZMtDbzL7T28j+0NtNwOzvVH2H2Wc3NzfVyTTSkMmLECHz//fferoaGDLQ28y+09vI/tDbzHxh7Q2ifdyUEpBF3+fJlANYlUDQ0NDQ0NDQ0uoPLly/jgQceUO16AWnEPfjggwCAlJQUDBo0yMu10RCjubkZs2bNQlpaWvfse6vhNlqb+Rdae/kfWpv5F9XV1Zg9ezZrf6hFQC4x0tjYiKioKDQ0NKBv377ero6GCFp7+R9am/kXWnv5H1qb+Reeai8tsUFDQ0NDQ0NDww/RjDgNDQ0NDQ0NDT8kII240NBQLFmyBKGhod6uioYEtPbyP7Q28y+09vI/tDbzLzzVXgEZE6ehoaGhoaGh4e8EpCdOQ0NDQ0NDQ8Pf0Yw4DQ0NDQ0NDQ0/RDPiNDQ0NDQ0NDT8EM2I09DQ0NDQ0NDwQzQjTkNDQ0NDQ0PDDwkoI669vR3vvvsuhg8fjvDwcMyYMQMHDx70drUCirNnz+KNN97A5MmT0adPH4waNQq/+MUvUFBQ4FJWTntpbds9fPTRR9DpdJgyZYrLd1p7+Rbff/895s6diwEDBiAiIgJTpkzBv/71L4cyWpv5BoWFhXjuuecwYsQIREREYOLEiVi6dClaW1sdymnt1b00NzdjyZIlePzxxzFgwADodDqsXbuWs6wn2kZSOQognnvuOQoODqZFixZRfHw8zZw5k4KDg+nYsWPerlrAsGDBAho6dCi9+eab9PXXX9MHH3xAQ4YMoT59+tCFCxccysppL61tPc+1a9coIiKC+vTpQ5MnT3b5Xmsv3yElJYV69+5NM2bMoOXLl9Pq1avp3XffpcWLFzuU09rM+5SWllK/fv0oJiaGPv74Y4qPj6eXXnqJANDcuXMdymrt1b2UlJQQABo1ahQ9/PDDBIASExM5y3qibaSUCxgj7vTp0wSAli1bxh5ra2ujsWPH0syZM71Ys8DixIkT1N7e7nCsoKCAQkND6cUXX2SPyWkvrW27h2effZYeeeQRmjVrlosRp7WX79DQ0EBDhgyh+fPnk9ls5i2ntZlv8NFHHxEAunjxosPxX//61wSAamtriUhrL29gNBqpoqKCiIjOnj3La8R5om2klgsYI27x4sUUFBREDQ0NDsf/8Y9/EAAqLS31Us00iIh+8IMf0A9+8AP2bzntpbWt50lLS6OgoCDKzs7mNOK09vIdVq5cSQAoJyeHiIiam5s5jTmtzXyDd999lwBQVVWVy/FevXpRc3MzEWnt5W2EjDhPtI3UcgETE5eVlYUJEyagb9++DsfvvfdeAMC5c+e8UCsNACAiVFZWYtCgQewxOe2lta1nMZvNePPNN/Hqq6/izjvv5CyjtZfvcOjQIfTt2xdlZWW4/fbbERkZib59++L111+H0Whky2lt5hs8/PDDAIBXXnkF586dw7Vr1/Dtt99i5cqVWLhwIfr06QNAay9fxhNtI7VcwBhxFRUVGDZsmMtx5lh5eXl3V0mji40bN6KsrAzPPvsse0xOe2lt61lWrVqFq1ev4oMPPuAto7WX71BYWIjOzk489dRTmD17NpKTk/Hyyy9j1apV+O1vf8uW09rMN3j88cfxwQcf4ODBg7jrrrswatQoPPfcc3jzzTfxxRdfsOW09vJdPNE2UssFu1l3v6GtrY1z49mwsDD2e43uJy8vD3/84x8xc+ZM/OY3v2GPy2kvrW09R01NDf7+97/jb3/7G6Kjo3nLae3lOzQ3N6O1tRWvvfYam40aGxuLjo4OxMfHY+nSpRg/frzWZj7E6NGj8dBDD2HBggUYOHAg9u7di3/84x8YOnQo3njjDQBaH/NlPNE2UssFjBEXHh6O9vZ2l+PM9EJ4eHh3VynguXHjBn72s58hKioKSUlJCAoKYr+T015a23qO//3f/8WAAQPw5ptvCpbT2st3YOT3/PPPOxx/4YUXEB8fj1OnTmH8+PFam/kIW7Zswe9//3sUFBRgxIgRAKxGt8Viwbvvvovnn38eAwcO1NrLh/FE20gtFzDTqcOGDUNFRYXLcebY8OHDu7tKAU1DQwPmzJmD+vp67N+/30X+ctpLa1vPUFhYiNWrV2PhwoUoLy/HlStXcOXKFRiNRphMJly5cgW1tbUAtPbyJRj5DRkyxOH44MGDAQB1dXUAtDbzFf7973/jrrvuYg04hrlz56K1tRVZWVkAtPbyZTzRNlLLBYwRN336dBQUFKCxsdHh+OnTp9nvNboHo9GIJ598EgUFBdizZw/uuOMOlzJy2ktrW89QVlYGi8WChQsX4rbbbmM/p0+fRkFBAW677TYsXboUgNZevsTdd98NwNp+9jAxNMy0uNZmvkFlZSXMZrPLcZPJBADo7OwEoLWXL+OJtpF8TRUyb/2C9PR0lzVXjEYjjRs3jmbMmOHFmgUWnZ2dNHfuXAoODqa9e/fylpPTXlrbeoaqqiravn27y2fy5Mk0atQo2r59O2VnZxOR1l6+xPfff08A6IUXXnA4/vzzz1NwcDCVlZURkdZmvsLPf/5z6t27N+Xn5zscnzdvHvXq1UtrLx9BaIkRT7SN1HIBY8QRET3zzDMUHBxMixcvpvj4eLr//vspODiY0tLSvF21gOFPf/oTAaAnn3ySNmzY4PKxR057aW3bfXCtE0ektZcv8fLLLxMA+sUvfkErVqygZ555hgDQe++951BOazPvw6zBOHjwYFq6dCmtWLGC5syZQwDo1VdfdSirtVf389VXX9EHH3xAr7/+OgGg2NhY+uCDD+iDDz6g+vp6tpwn2kZKuYAy4tra2mjRokU0dOhQCg0NpXvuuYf279/v7WoFFLNmzSIAvB975LSX1rbdB58Rp7WX79DR0UF6vZ5iYmIoJCSExo0bR1988YVLOa3NfIPTp0/TnDlzaOjQoRQSEkITJkygjz76iEwmk0M5rb26n5iYGN7nVUlJCVvOE20jpZyOiEjitK+GhoaGhoaGhoaPEDCJDRoaGhoaGhoaPQnNiNPQ0NDQ0NDQ8EP+P32CCKQfzJmBAAAAAElFTkSuQmCC\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -1036,17 +1061,20 @@ "# Plot original real xData recovered yrUpLpfLo\n", "xDelayed = xData[0:len(yrUpLpfLo) - hPairGroupDelay]\n", "xyDiff = yrUpLpfLo[hPairGroupDelay:] - xDelayed\n", - "plt.plot(xDelayed, 'r.-')\n", - "plt.plot(yrUpLpfLo[hPairGroupDelay:], 'b.-')\n", - "plt.plot(xyDiff, 'g')\n", - "#plt.xlim([0, 250])\n", + "if 1:\n", + " plt.plot(xDelayed, 'r.-')\n", + " plt.plot(yrUpLpfLo[hPairGroupDelay:], 'b.-')\n", + " plt.plot(xyDiff, 'g')\n", + "else:\n", + " plt.plot(xyDiff, 'g')\n", + "plt.xlim([0, 1000])\n", "\n", "if not wgModulation:\n", " offset = Ncoefs\n", " xLen = len(xDelayed[offset:])\n", " if xLen < Ncoefs:\n", " print('Too low Nsim for proper yrSNR calculation %d < %d' % (xLen, Ncoefs))\n", - " verify_result(False)\n", + " verify_result(False, '', enExit)\n", " yrSNR = snr_db(xDelayed[offset:], xyDiff[offset:])\n", " yrAmpl = np.sqrt(np.mean(np.abs(yrUpLpfLo[Ncoefs:]**2)) * nofSsb)\n", " print('wgSub = %f' % wgSub)\n", @@ -1070,7 +1098,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 33, "id": "7049249e", "metadata": {}, "outputs": [ @@ -1078,7 +1106,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PASSED\n" + "PASSED: LOpDown == LOpD\n" ] } ], @@ -1099,12 +1127,12 @@ " plt.plot(m_sub, LOpDown.imag, 'r--')\n", " plt.plot(m_sub, LOpD.real, 'g-')\n", " plt.plot(m_sub, LOpD.imag, 'g--')\n", - "verify_result(result)" + "verify_result(result, ': LOpDown == LOpD', enExit)" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 34, "id": "64cc34f3", "metadata": {}, "outputs": [], @@ -1115,12 +1143,12 @@ " if not result:\n", " plt.plot(m_sub, LOpDown.real, 'r-')\n", " plt.plot(m_sub, LOpDown.imag, 'r--')\n", - " verify_result(result)" + " verify_result(result, ': LOpDown == 1, for Ros = 1', enExit)" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 35, "id": "71a91beb", "metadata": {}, "outputs": [ @@ -1128,7 +1156,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PASSED\n" + "PASSED: yrUpLpfLo == yrLoUpBpf, for Ros >= 1\n" ] } ], @@ -1147,7 +1175,7 @@ " plt.plot(yrUpLpfLo, 'r')\n", " plt.plot(yrLoUpBpf, 'b')\n", " #plt.xlim([0, 850])\n", - "verify_result(result)" + "verify_result(result, ': yrUpLpfLo == yrLoUpBpf, for Ros >= 1', enExit)" ] }, { @@ -1170,7 +1198,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 36, "id": "a3aae48a", "metadata": {}, "outputs": [ @@ -1178,7 +1206,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Ndft = 16\n" + "Ndft = 192\n" ] } ], @@ -1194,7 +1222,7 @@ " plt.plot(n_sub, yrUpLpfLo, 'g.-')\n", " plt.plot(n_sub, yrLoBpfMaxUp, 'r-')\n", " plt.xlim([20, 30])\n", - " verify_result(result)" + " verify_result(result, ': yrUpLpfLo ==yrLoBpfMaxUp, for Ros = 1', enExit)" ] }, { @@ -1207,13 +1235,13 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 37, "id": "3c2c8ec5", "metadata": {}, "outputs": [], "source": [ - "ycLoBpfUp = None #non_maximal_upsample_bpf(yDown, Nup, kLo, Ndft, sPrototype)\n", - "if ycLoBpfUp is not None:\n", + "if 0:\n", + " ycLoBpfUp = non_maximal_upsample_bpf(yDown, Nup, kLo, Ndft, sPrototype)\n", " yrLoBpfUp = ycLoBpfUp.real * nofSsb # add negative bin -kLo to make real\n", "\n", " result = np.all(np.isclose(yrUpLpfLo, yrLoBpfUp))\n", @@ -1221,7 +1249,7 @@ " plt.plot(n_sub, yrUpLpfLo, 'g.-')\n", " plt.plot(n_sub, yrLoBpfUp, 'r.-')\n", " plt.xlim([12,24])\n", - " # verify_result(result)" + " verify_result(result, ': yrUpLpfLo == yrLoBpfUp, for Ros >= 1', enExit)" ] }, { @@ -1236,7 +1264,26 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 38, + "id": "4b55557c", + "metadata": {}, + "outputs": [], + "source": [ + "# Select analysis filterbank\n", + "aStructure = 'wola'\n", + "aStructure = 'pfs'\n", + "aStructure = 'bunton'\n", + "aCommutator = 'cw'\n", + "\n", + "# Select synthesis filterbank\n", + "sStructure = 'wola'\n", + "sStructure = 'bunton'\n", + "sCommutator = 'ccw'" + ] + }, + { + "cell_type": "code", + "execution_count": 39, "id": "abb548f6", "metadata": {}, "outputs": [ @@ -1246,12 +1293,13 @@ "text": [ "wgSub = 1.500000\n", "kLo = 2\n", - "Ndft = 16\n", - "Ndown = 12\n" + "Ndft = 192\n", + "Ndown = 144\n" ] } ], "source": [ + "# Parameters\n", "print('wgSub = %f' % wgSub)\n", "print('kLo = %d' % kLo)\n", "print('Ndft = %d' % Ndft)\n", @@ -1268,7 +1316,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 40, "id": "a6de2be1", "metadata": {}, "outputs": [ @@ -1276,54 +1324,67 @@ "name": "stdout", "output_type": "stream", "text": [ - "PASSED\n", - "PASSED\n", - "PASSED\n" + "Verify all bins:\n", + "PASSED: Ac0 == Ac1\n", + "PASSED: Ac0 == Ac2\n", + "PASSED: Ac2 == Ac3\n" ] } ], "source": [ - "vb = 0\n", - "Ac0 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'wola', coefsOrder='bwin', verbosity=vb)\n", - "Ac1 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'wola', coefsOrder='bfir', verbosity=vb)\n", - "Ac2 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'pfs', commutator='cw', verbosity=vb)\n", - "Ac3 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'pfs', commutator='ccw', verbosity=vb)\n", - "verify_result(np.all(np.isclose(Ac0, Ac1)))\n", - "verify_result(np.all(np.isclose(Ac0, Ac2)))\n", - "verify_result(np.all(np.isclose(Ac2, Ac3)))" + "# Verify that different analysis_dft_filterbank() structures yield exactly the same\n", + "print('Verify all bins:')\n", + "Ac0 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'pfs', commutator='cw', verbosity=vb)\n", + "Ac1 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'pfs', commutator='ccw', verbosity=vb)\n", + "Ac2 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'wola', verbosity=vb)\n", + "Ac3 = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, 'bunton', verbosity=vb)\n", + "verify_result(np.all(np.isclose(Ac0, Ac1)), ': Ac0 == Ac1', enExit)\n", + "verify_result(np.all(np.isclose(Ac0, Ac2)), ': Ac0 == Ac2', enExit)\n", + "verify_result(np.all(np.isclose(Ac2, Ac3)), ': Ac2 == Ac3', enExit)" ] }, { "cell_type": "code", - "execution_count": 38, - "id": "b0f997d3", - "metadata": { - "scrolled": false - }, + "execution_count": 41, + "id": "a9ca3483", + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "PASSED\n" + "> analysis_dft_filterbank():\n", + " . len(x) = 110592\n", + " . Nx = 110449\n", + " . Nblocks = 768\n", + " . Ros = 1.3333333333333333\n", + " . Ndown = 144\n", + " . Ndft = 192\n", + " . structure = bunton\n", + "\n", + "PASSED: yDown == yDownBin\n" ] } ], "source": [ - "Ac = Ac0\n", + "# Verify that analysis_dft_filterbank() bin kLo yields same as single channel reference\n", + "# . Only need to verify one Ac[kLo], when Ac0 = Ac1 = Ac2 = Ac3.\n", + "Ac = analysis_dft_filterbank(xData, Ndown, Ndft, aPrototype, aStructure, aCommutator)\n", "yDownBin = Ac[kLo]\n", "#yDownBin = yDownBin[:len(yDown)]\n", "\n", "result = np.all(np.isclose(yDown, yDownBin))\n", "if not result:\n", - " plt.plot(m_sub, yDown.real, 'g.-')\n", - " plt.plot(m_sub, yDown.imag, 'g.--')\n", - " plt.plot(m_sub, yDownBin.real, 'r.-')\n", - " plt.plot(m_sub, yDownBin.imag, 'r.--')\n", - " #plt.plot(m_sub, yDown.real - yDownBin.real, 'b.-')\n", - " #plt.plot(m_sub, yDown.imag - yDownBin.imag, 'b.--')\n", + " if 1:\n", + " plt.plot(m_sub, yDown.real, 'g.-')\n", + " plt.plot(m_sub, yDown.imag, 'g.--')\n", + " plt.plot(m_sub, yDownBin.real, 'r.-')\n", + " plt.plot(m_sub, yDownBin.imag, 'r.--')\n", + " else:\n", + " plt.plot(m_sub, yDown.real - yDownBin.real, 'b.-')\n", + " plt.plot(m_sub, yDown.imag - yDownBin.imag, 'b.--')\n", " plt.xlim([0, 20])\n", - "verify_result(result)" + "verify_result(result, ': yDown == yDownBin', enExit)" ] }, { @@ -1336,7 +1397,31 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 42, + "id": "caf25198", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PASSED: Sr0 == Sr1\n", + "PASSED: Sr0 == Sr2\n" + ] + } + ], + "source": [ + "# Verify that different synthesis_dft_filterbank() structures yield exactly the same\n", + "Sr0 = synthesis_dft_filterbank(Ac, Nup, Ndft, sPrototype, 'wola', 'cw', verbosity=vb)\n", + "Sr1 = synthesis_dft_filterbank(Ac, Nup, Ndft, sPrototype, 'wola', 'ccw', verbosity=vb)\n", + "Sr2 = synthesis_dft_filterbank(Ac, Nup, Ndft, sPrototype, 'bunton', verbosity=vb)\n", + "verify_result(np.all(np.isclose(Sr0, Sr1)), ': Sr0 == Sr1', enExit)\n", + "verify_result(np.all(np.isclose(Sr0, Sr2)), ': Sr0 == Sr2', enExit)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, "id": "47d5bf5b", "metadata": {}, "outputs": [ @@ -1345,14 +1430,14 @@ "output_type": "stream", "text": [ "> synthesis_dft_filterbank():\n", - " . Nblocks = 32\n", + " . Nblocks = 768\n", " . Ros = 1.3333333333333333\n", - " . Nup = 12\n", - " . Ndft = 16\n", - " . structure = wola\n", + " . Nup = 144\n", + " . Ndft = 192\n", + " . structure = bunton\n", " . commutator = ccw\n", "\n", - "PASSED\n" + "PASSED: yrUpLpfLo == yr\n" ] } ], @@ -1368,20 +1453,20 @@ " Yc[Ndft - kLo] = np.conjugate(yDownBin)\n", "\n", "# Single bin synthesis from PFB\n", - "yr = synthesis_dft_filterbank(Yc, Nup, Ndft, sPrototype, structure='wola', commutator='ccw')\n", + "yr = synthesis_dft_filterbank(Yc, Nup, Ndft, sPrototype, sStructure, sCommutator)\n", "yr = yr[0 : len(yrUpLpfLo)]\n", "\n", "result = np.all(np.isclose(yrUpLpfLo, yr))\n", "if not result:\n", " plt.plot(n_sub, yrUpLpfLo, 'g.-')\n", " plt.plot(n_sub, yr, 'r.-')\n", - " #plt.xlim((20, 21))\n", - "verify_result(result)" + " plt.xlim((20, 21))\n", + "verify_result(result, ': yrUpLpfLo == yr', enExit)" ] }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 44, "id": "4818ad5a", "metadata": { "scrolled": true @@ -1392,19 +1477,19 @@ "output_type": "stream", "text": [ "> synthesis_dft_filterbank():\n", - " . Nblocks = 32\n", + " . Nblocks = 768\n", " . Ros = 1.3333333333333333\n", - " . Nup = 12\n", - " . Ndft = 16\n", - " . structure = wola\n", + " . Nup = 144\n", + " . Ndft = 192\n", + " . structure = bunton\n", " . commutator = ccw\n", "\n", "wgSub = 1.500000\n", "kLo = 2\n", - "xLen = 129 input samples\n", - "yrSNR = 5.98613 [dB], single bin\n", - "SNR_yr = 5.98613 [dB], single bin\n", - "SNR_sr = 44.05325 [dB], all bins\n" + "xLen = 67696 input samples\n", + "yrSNR = 5.37011 [dB], single bin\n", + "SNR_yr = 5.37011 [dB], single bin\n", + "SNR_sr = 22.18395 [dB], all bins\n" ] } ], @@ -1422,7 +1507,7 @@ "# . Use yr for comparison between single channel pipeline and using PFB for single bin\n", "# . Use sr to see impact of aliasing in the other bins, due to limited stopband attenuation\n", "# of both LPF.\n", - "sr = synthesis_dft_filterbank(Ac, Nup, Ndft, sPrototype, structure='wola', commutator='ccw')\n", + "sr = synthesis_dft_filterbank(Ac, Nup, Ndft, sPrototype, sStructure, sCommutator)\n", "sr = sr[0 : len(yrUpLpfLo)]\n", "\n", "# Output time aligned with input\n", @@ -1443,9 +1528,14 @@ "xLen = len(xDelayed[offset:endset])\n", "if xLen < Ncoefs:\n", " print('Too low Nsim for proper SNR_yr calculation %d < %d' % (xLen, Ncoefs))\n", - " verify_result(False)\n", - "SNR_yr = snr_db(xDelayed[offset:endset], xDelayed[offset:endset] - x_yr[offset:endset])\n", - "SNR_sr = snr_db(xDelayed[offset:endset], xDelayed[offset:endset] - x_sr[offset:endset])\n", + " verify_result(False, '', enExit)\n", + "xDelayed_snapshot = xDelayed[offset:endset]\n", + "x_yr_snapshot = x_yr[offset:endset]\n", + "x_sr_snapshot = x_sr[offset:endset]\n", + "x_yr_diff_snapshot = xDelayed_snapshot - x_yr_snapshot\n", + "x_sr_diff_snapshot = xDelayed_snapshot - x_sr_snapshot\n", + "SNR_yr = snr_db(xDelayed_snapshot, x_yr_diff_snapshot)\n", + "SNR_sr = snr_db(xDelayed_snapshot, x_sr_diff_snapshot)\n", "\n", "print('wgSub = %f' % wgSub)\n", "print('kLo = %d' % kLo)\n", @@ -1457,23 +1547,23 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 45, "id": "2c1ec80d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[<matplotlib.lines.Line2D at 0x7f06515e56a0>]" + "(0.0, 250.0)" ] }, - "execution_count": 41, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 700x400 with 1 Axes>" ] @@ -1484,25 +1574,20 @@ ], "source": [ "# Plot original real xData recovered with sr for all bins\n", - "plt.plot(xDelayed[offset:], 'r.-')\n", - "plt.plot(x_sr[offset:], 'g.-')\n", - "plt.plot(x_sr[offset:] - xDelayed[offset:], 'y.-')\n", - "#plt.xlim([0, 2500])\n", + "if 1:\n", + " plt.plot(xDelayed_snapshot, 'r.-')\n", + " plt.plot(x_sr_snapshot, 'g.-')\n", + " plt.plot(x_sr_diff_snapshot, 'y.-')\n", + "else:\n", + " plt.plot(x_sr_diff_snapshot, 'y.-')\n", + "plt.xlim([0, 250])\n", "#plt.ylim([-0.01, 0.01])" ] }, { "cell_type": "code", "execution_count": null, - "id": "758be965", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5eb4fafb", + "id": "3a647a98", "metadata": {}, "outputs": [], "source": [] diff --git a/applications/lofar2/model/rtdsp/multirate.py b/applications/lofar2/model/rtdsp/multirate.py index 2095dd89ba..4a0868fd23 100644 --- a/applications/lofar2/model/rtdsp/multirate.py +++ b/applications/lofar2/model/rtdsp/multirate.py @@ -687,7 +687,7 @@ def time_shift_phasor_arr(k, M, Ndft, Msamples, sign): The time shift due to down or upsampling causes a frequency component of k * M / Ndft. With oversampling M < Ndft, and then after down or upsampling - there remains a frequency offset that can be compensated by given by mArr + there remains a frequency offset that can be compensated given by mArr [HARRIS Eq 9.3]. Input: @@ -856,7 +856,8 @@ def non_maximal_downsample_bpf(x, Ndown, k, Ndft, coefs, verbosity=1): kPhasors = unit_circle_loops_phasor_arr(k, Ndft, 1) # [HARRIS Eq 6.8] # Oversampling time shift compensation via frequency dependent phase shift - tPhasors = time_shift_phasor_arr(k, Ndown, Ndft, Nblocks, -1) # [HARRIS Eq 9.3] + # [HARRIS Eq 9.3] + tPhasors = time_shift_phasor_arr(k, Ndown, Ndft, Nblocks, -1) for b in range(Nblocks): # Filter block @@ -971,7 +972,7 @@ def non_maximal_upsample_bpf(xBase, Nup, k, Ndft, coefs, verbosity=1): return yc -def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, coefsOrder=None, commutator=None, verbosity=1): +def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, commutator=None, verbosity=1): """Analysis DFT filterbank with Ros = Ndft / Ndown. Implements WOLA structure for DFT filterbank [CROCHIERE Fig 7.19]. Key @@ -1004,8 +1005,6 @@ def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, coefsOrder=None, c . Ndft: DFT size, number of polyphases in PFS FIR filter . coefs: prototype LPF FIR filter coefficients for anti aliasing BPF . structure: 'wola' or 'pfs' - . coefsOrder: only for 'wola', 'bwin' for flipped coefs as window - [CROCHIERE Eq 7.70] else 'bfir' for coefs yields identical result Yc. . commutator: only for 'pfs', counter clockwise 'ccw' to use IDFT or clockwise 'cw' to use DFT. Both yield identical result Yc, because IDFT(x) = 1/Ndft * DFT(fold(x)). @@ -1021,19 +1020,17 @@ def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, coefsOrder=None, c Nzeros = Ndown - 1 xBlocks, xData, Nx, Nblocks = polyphase_data_for_downsampling_whole_x(x, Ndown, Nzeros) + # Prepare output + Yc = np.zeros((Ndft, Nblocks), dtype='cfloat') + # Oversampling analysis DFT filterbank # . note: fold = roll -1 then flip = flip then roll +1 if structure == 'wola': # >>> Use WOLA structure - # Use PFS with Ndft polyphases and shift in xData - if coefsOrder == 'bwin': - pfs = PolyPhaseFirFilterStructure(Ndft, coefs) - elif coefsOrder == 'bfir': - # Flip bfir coefs because filter is used as bwin window - # [CROCHIERE Eq 7.70] - pfs = PolyPhaseFirFilterStructure(Ndft, np.flip(coefs)) - else: - exit('ERROR: invalid coefsOrder ' + str(coefsOrder)) + # Use PFS with Ndft polyphases and shift in xData in overlapping + # blocks of Ncoefs samples, to apply coefs as window. The coefs in + # the pfs are already in flipped order conform [CROCHIERE Eq 7.70]. + pfs = PolyPhaseFirFilterStructure(Ndft, coefs) # print(pfs.coefs) # print(pfs.polyCoefs) @@ -1041,20 +1038,15 @@ def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, coefsOrder=None, c # implementation xData = np.concatenate((np.zeros(pfs.Ncoefs - Ndown), xData)) - # Prepare output - Yc = np.zeros((Ndft, Nblocks), dtype='cfloat') - # PFB loop per Ndown input xData samples for b in range(Nblocks): # Window tRange = np.arange(pfs.Ncoefs) + b * Ndown - if coefsOrder == 'bwin': - pfs.shift_in_data(np.flip(xData[tRange])) - elif coefsOrder == 'bfir': - pfs.shift_in_data(xData[tRange]) + tData = xData[tRange] + pfs.shift_in_data(np.flip(tData)) if b < 3: # print(b) - # print(xData[tRange]) + # print(tData) # print(pfs.polyDelays) pass zPoly = pfs.polyDelays * pfs.polyCoefs @@ -1063,15 +1055,9 @@ def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, coefsOrder=None, c # Time shift tShift = b * Ndown # roll is modulo Ndft # DFT - if coefsOrder == 'bwin': - pfsShifted = np.roll(pfsData, -tShift) - # fold = roll -1 then flip - # flip compensates for flip in bwin - pfsShifted = np.roll(pfsShifted, -1) - pfsShifted = np.flip(pfsShifted) - elif coefsOrder == 'bfir': - pfsShifted = np.roll(pfsData, tShift) - pfsShifted = np.roll(pfsShifted, 1) + pfsShifted = np.roll(pfsData, -tShift) + # fold = roll -1 then flip + pfsShifted = fold(pfsShifted) Yc[:, b] = np.fft.fft(pfsShifted) if b < 3: # print(b, pfs.map_to_delay_line(pfs.polyDelays)) @@ -1079,12 +1065,43 @@ def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, coefsOrder=None, c # print(b, np.flip(pfsData)) # print(b, Yc[:, b]) pass + + elif structure == 'bunton': + # >>> Use WOLA structure as in reconstruct.m by John Bunton + Ncoefs = len(coefs) + Ntaps = ceil_div(Ncoefs, Ndft) # taps, columns + Ndelays = Ntaps * Ndft # zero padded coefs + # Prepend xData with pfs.Ncoefs - Ndown zeros to align with 'pfs' + # implementation + xData = np.concatenate((np.zeros(Ncoefs - Ndown), xData)) + # Use coefs as window + wCoefs = coefs + wCoefs = np.flip(coefs) + # Time shift offset, due to roll -1 in fold() ?, to align with LO in + # single channel reference. + tOffset = 1 + # PFB loop per Ndown input xData samples + for b in range(Nblocks): + # Time shift + tShift = b * Ndown + # Apply window + tRange = np.arange(Ncoefs) + tShift + tData = xData[tRange] + zLine = np.zeros(Ndelays, dtype='float') + zLine[0:Ncoefs] = tData * wCoefs + # Sum Ntaps + sumLine = np.zeros(Ndft, dtype='cfloat') + for t in range(Ntaps): + sumLine += zLine[np.arange(Ndft) + t * Ndft] + # Fixed time reference, roll is modulo Ndft + sumShifted = np.roll(sumLine, tOffset + tShift) + # DFT + Yc[:, b] = np.fft.fft(sumShifted) + elif structure == 'pfs': # >>> Use PFS # PFS with Ndft polyphases and shift in xBlocks of Ndown samples pfs = PolyPhaseFirFilterStructure(Ndft, coefs) - # Prepare output - Yc = np.zeros((Ndft, Nblocks), dtype='cfloat') # PFB loop per Ndown input xData samples for b in range(Nblocks): # Filter block, the inData blocks are already flipped in @@ -1121,15 +1138,13 @@ def analysis_dft_filterbank(x, Ndown, Ndft, coefs, structure, coefsOrder=None, c print(' . Ndown =', str(Ndown)) print(' . Ndft =', str(Ndft)) print(' . structure =', structure) - if structure == 'wola': - print(' . coefsOrder =', coefsOrder) - elif structure == 'pfs': + if structure == 'pfs': print(' . commutator =', commutator) print('') return Yc -def synthesis_dft_filterbank(Xbase, Nup, Ndft, coefs, structure, commutator, verbosity=1): +def synthesis_dft_filterbank(Xbase, Nup, Ndft, coefs, structure, commutator=None, verbosity=1): """Synthesis DFT filterbank with Ros = Ndft / Nup. Implements WOLA structure for DFT filterbank [CROCHIERE Fig 7.20]. Key @@ -1151,25 +1166,25 @@ def synthesis_dft_filterbank(Xbase, Nup, Ndft, coefs, structure, commutator, ver """ Ros = Ndft / Nup + # Xbase has Ndft rows and Nblocks columns + Nblocks = np.size(Xbase, axis=1) + + # Prepare output + Noutput = Nup * Nblocks + len(coefs) + y = np.zeros(Noutput, dtype='float') + + # Adjust LO phase for group delay of analysis LPF and synthesis LPF in + # series. This is not needed in practise, but is needed to be able to + # exactly compare reconstructed signal with original input time series + # signal. Assume coefs has group delay (len(coefs) - 1) / 2. + hPairGroupDelay = len(coefs) - 1 + # Oversampling analysis DFT filterbank if structure == 'wola': # >>> Use WOLA structure - # Xbase has Ndft rows and Nblocks columns - Nblocks = np.size(Xbase, axis=1) - # Use PFS with Ndft polyphases for delay line and window pfs = PolyPhaseFirFilterStructure(Ndft, coefs) - # Prepare output - Noutput = Nup * Nblocks + pfs.Ndelays - y = np.zeros(Noutput, dtype='float') - - # Adjust LO phase for group delay of analysis LPF and synthesis LPF in - # series. This is not needed in practise, but is needed to be able to - # exactly compare reconstructed signal with original input time series - # signal. Assume coefs has group delay (len(coefs) - 1) / 2. - hPairGroupDelay = len(coefs) - 1 - # PFB loop per Nup output y samples for b in range(Nblocks): # For 'ccw' apply IDFT, for 'cw' apply DFT(fold()), due to fold() @@ -1203,7 +1218,36 @@ def synthesis_dft_filterbank(Xbase, Nup, Ndft, coefs, structure, commutator, ver # print(b, zLine / Ndft / Nup) # print(b, y[tRange] / Ndft / Nup) pass + + elif structure == 'bunton': + # >>> Use WOLA structure as in reconstruct.m by John Bunton + Ncoefs = len(coefs) + Ntaps = ceil_div(Ncoefs, Ndft) # taps, columns + Ndelays = Ntaps * Ndft # zero padded coefs + # Use coefs as window + wCoefs = coefs + # wCoefs = np.flip(coefs) + for b in range(Nblocks): + # IDFT + xTime = Ndft * np.real(np.fft.ifft(Xbase[:, b])) + # Sliding time reference + tShift = b * Nup - hPairGroupDelay # roll is modulo Ndft + xShifted = np.roll(xTime, -tShift) + # Copy data at Ntaps + zLine = np.zeros(Ndelays, dtype='float') + for t in range(Ntaps): + zLine[np.arange(Ndft) + t * Ndft] = xShifted + # Apply window + yLine = np.zeros(Ncoefs, dtype='float') + yLine = Nup * zLine[0:Ncoefs] * wCoefs + # Overlap add weigthed input to the output + tRange = np.arange(Ncoefs) + b * Nup + y[tRange] += yLine + else: + # No 'pfs' for fractional oversampled synthesis, because the + # interpolator cannot be separated in independent branches + # then. Expect when Ros is integer [CROCHIERE 7.2.4]. exit('ERROR: invalid structure ' + str(structure)) if verbosity: -- GitLab