diff --git a/07_Elastic_Properties.ipynb b/07_Elastic_Properties.ipynb index d0adeee..d549a1f 100644 --- a/07_Elastic_Properties.ipynb +++ b/07_Elastic_Properties.ipynb @@ -1,8 +1,20 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "3da13f28-1bd5-40d2-a75a-427feea8059f", + "metadata": {}, + "source": [ + "# Elastic properties of the crystal\n", + "\n", + "The following exercise shows how we can calculate elastic constants of the crystal using generalised Hook's law, i.e. stress - strain relation and our ability to calculate the stress tensor for a deformed (i.e. strained) crystal. \n", + "\n", + "We will calculate stress tensors for several strain tensors and fit the matrix of elastic constants to this set of linear equations." + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "1aa50a72", "metadata": {}, "outputs": [ @@ -17,7 +29,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ddfacd654f764e5baed88d0f3438f98f", + "model_id": "3284eadd6dc148a6b8c75183295b3435", "version_major": 2, "version_minor": 0 }, @@ -42,6 +54,7 @@ "from elastic import get_BM_EOS, get_elastic_tensor\n", "\n", "# Utility functions\n", + "from abilib import scan_param\n", "from tqdm.auto import tqdm\n", "from ipywidgets import interact, fixed\n", "import nglview as nv" @@ -49,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "ecb4cff5", "metadata": {}, "outputs": [], @@ -97,47 +110,7 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "c4591e2f", - "metadata": {}, - "outputs": [], - "source": [ - "def scan_param(cryst, param, start=0, stop=1, steps=7, \n", - " lista=None, log_scale=True, int_par=False):\n", - " '''\n", - " Scan a range of parameter param and plot \n", - " '''\n", - " fi = lambda x: x\n", - " fo = lambda x: x\n", - "\n", - " if lista is None:\n", - " if log_scale :\n", - " fi = log\n", - " fo = exp\n", - " lista = linspace(fi(start), fi(stop), steps)\n", - " else :\n", - " int_par=False\n", - " \n", - " dat = []\n", - " vs = []\n", - " \n", - " for v in lista:\n", - " print(f'{param}={fo(v)}: ', end='')\n", - " if int_par:\n", - " cryst.calc.set(**{param: int(fo(v))})\n", - " else :\n", - " cryst.calc.set(**{param: fo(v)})\n", - " vs.append(fo(v))\n", - " dat.append([cryst.get_potential_energy(),\n", - " cryst.get_stress()[:3].mean()])\n", - " print(f'{dat[-1][0]:.3f} eV ; {dat[-1][1]/un.GPa:6.3f} GPa',)\n", - " dat = array(dat).T\n", - " return vs, dat" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "d3f2241b", "metadata": {}, "outputs": [], @@ -151,14 +124,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "11368bbb", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a388a45c2908446492a3f5b88d32fa83", + "model_id": "7a9a90ed371341758e279516f6a697bd", "version_major": 2, "version_minor": 0 }, @@ -177,14 +150,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "8a58601f", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4e92f6dac4e54f75adb59eebdbd687d5", + "model_id": "57e5d8db51964a738bf98b08b7308c3f", "version_major": 2, "version_minor": 0 }, @@ -212,7 +185,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "567b3e36", "metadata": {}, "outputs": [], @@ -236,13 +209,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "d9f7f1c9", "metadata": {}, "outputs": [], "source": [ - "def create_calculator(label, directory='work_07', ecut=450):\n", - " return Abinit(label=label, directory=directory, v8_legacy_format=True,\n", + "def create_calculator(directory='work_07', ecut=450):\n", + " return Abinit(directory=directory,\n", " ecut= ecut,\n", " pps = 'pawxml', pawecutdg = 750, xc = 'GGA',\n", " toldfe=1.0e-6,\n", @@ -257,18 +230,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "2da28822", "metadata": {}, "outputs": [], "source": [ - "calc = create_calculator(label='MgO')\n", - "cryst.set_calculator(calc)" + "calc = create_calculator()\n", + "cryst.calc = calc" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "7d5b698f", "metadata": {}, "outputs": [ @@ -290,7 +263,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "4f30a248", "metadata": {}, "outputs": [], @@ -300,7 +273,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "845cce38", "metadata": {}, "outputs": [], @@ -324,33 +297,31 @@ "id": "0e15dc12", "metadata": {}, "source": [ - "### Birch-Murnaghan Equation of State\n", + "## Murnaghan Equation of State\n", "\n", "---\n", "\n", "Let us now use the tools provided by the modules to calculate equation\n", "of state for the crystal and verify it by plotting the data points\n", "against fitted EOS curve. The EOS used by the module is a well\n", - "established Birch-Murnaghan formula (P - pressure, V - volume, B\n", + "established Murnaghan formula (P - pressure, V - volume, B\n", "-parameters):\n", "\n", "$$P(V)= \\frac{B_0}{B'_0}\\left[\n", "\\left({\\frac{V}{V_0}}\\right)^{-B'_0} - 1\n", - "\\right]$$\n", - "\n", - "---" + "\\right]$$\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "d80b7680", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5dcac4c34be84bddabd67f03a3c63731", + "model_id": "f9a08a7b79fb4fba95c71690cbcc19ef", "version_major": 2, "version_minor": 0 }, @@ -368,20 +339,20 @@ "deform=scan_volumes(cryst, n=5,lo=0.97,hi=1.03)\n", "\n", "for n, s in enumerate(tqdm(deform)):\n", - " s.set_calculator(create_calculator(f'MgO_deform_{n}'))\n", + " s.calc = create_calculator(f'work_07/deform_{n}')\n", " s.get_stress()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "0df5543b", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "df614d85d15e4c95bd06775d9920661d", + "model_id": "a636cd8012cf4fb7af803092d5004b8a", "version_major": 2, "version_minor": 0 }, @@ -399,7 +370,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "e0ed1833", "metadata": {}, "outputs": [ @@ -412,14 +383,12 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -482,7 +451,7 @@ "id": "4feccc2e", "metadata": {}, "source": [ - "### Automatic calculation of elastic tensor\n", + "## Automatic calculation of elastic tensor\n", "\n", "---\n", "\n", @@ -491,14 +460,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "e093ba30", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/conda/envs/jl/lib/python3.12/site-packages/spglib/spglib.py:115: DeprecationWarning: dict interface (SpglibDataset['international']) is deprecated.Use attribute interface ({self.__class__.__name__}.{key}) instead\n", + " warnings.warn(\n", + "/opt/conda/envs/jl/lib/python3.12/site-packages/spglib/spglib.py:115: DeprecationWarning: dict interface (SpglibDataset['number']) is deprecated.Use attribute interface ({self.__class__.__name__}.{key}) instead\n", + " warnings.warn(\n" + ] + }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c43424ce1b6945b99ba86f4930d5ca1e", + "model_id": "eb91531ac9f644f9936367ccb8f4ac60", "version_major": 2, "version_minor": 0 }, @@ -516,20 +495,20 @@ "\n", "# Run the stress calculations on deformed cells\n", "for n, s in enumerate(tqdm(cij_deform)):\n", - " s.set_calculator(create_calculator(f'MgO_cij_{n}'))\n", + " s.calc = create_calculator(f'work_07/cij_{n}')\n", " s.get_stress()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "139c033f", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "10de044154514a6e8885026b417df60b", + "model_id": "d3f7a4648f5149dd9badd1485c61f359", "version_major": 2, "version_minor": 0 }, @@ -547,7 +526,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "c038a4f2", "metadata": {}, "outputs": [ @@ -570,7 +549,7 @@ "id": "d60d5b38", "metadata": {}, "source": [ - "### Manual calculation of elastic tensor\n", + "## Manual calculation of elastic tensor\n", "\n", "---\n", "\n", @@ -583,14 +562,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "b58d01ca", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6b5fe5188ddd49f5b980e2b1e2fe37c7", + "model_id": "71aa0783a5114ef5a3d30fd63125b442", "version_major": 2, "version_minor": 0 }, @@ -609,20 +588,20 @@ "\n", "# Calculate the systems and collect the stress tensor for each system\n", "for n, s in enumerate(tqdm(cij_sys)):\n", - " s.set_calculator(create_calculator(f'MgO_cij_man_{n}'))\n", + " s.calc = create_calculator(f'work_07/cij_man_{n}')\n", " s.get_stress()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "2f990f86", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "1b279398e6a649b3a0ea9b1c41587639", + "model_id": "2ae06ccc6c5f4b7399c54c3140382f9c", "version_major": 2, "version_minor": 0 }, @@ -640,7 +619,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "6cb82b88", "metadata": {}, "outputs": [ @@ -653,14 +632,12 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -729,6 +706,18 @@ "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" } }, "nbformat": 4, diff --git a/08_Lattice_Dynamics.ipynb b/08_Lattice_Dynamics.ipynb index 3497ceb..01c85a8 100644 --- a/08_Lattice_Dynamics.ipynb +++ b/08_Lattice_Dynamics.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "8a0b04f9", "metadata": {}, "outputs": [ @@ -51,52 +51,13 @@ "\n", "# Utility functions\n", "from tqdm.auto import tqdm\n", - "from scipy.integrate import simps" + "from scipy.integrate import simpson\n", + "from abilib import scan_param, set_params" ] }, { "cell_type": "code", - "execution_count": null, - "id": "373f2c30", - "metadata": {}, - "outputs": [], - "source": [ - "def scan_param(cryst, param, start=0, stop=1, steps=7, \n", - " lista=None, log_scale=True, int_par=False):\n", - " '''\n", - " Scan a range of parameter param and plot \n", - " '''\n", - " fi = lambda x: x\n", - " fo = lambda x: x\n", - "\n", - " if lista is None:\n", - " if log_scale :\n", - " fi = log\n", - " fo = exp\n", - " lista = linspace(fi(start), fi(stop), steps)\n", - " else :\n", - " int_par=False\n", - " \n", - " dat = []\n", - " vs = []\n", - " \n", - " for v in lista:\n", - " print(f'{param}={fo(v)}: ', end='')\n", - " if int_par:\n", - " cryst.calc.set(**{param: int(fo(v))})\n", - " else :\n", - " cryst.calc.set(**{param: fo(v)})\n", - " vs.append(fo(v))\n", - " dat.append([cryst.get_potential_energy(),\n", - " cryst.get_stress()[:3].mean()])\n", - " print(f'{dat[-1][0]:.3f} eV ; {dat[-1][1]/un.GPa:6.3f} GPa',)\n", - " dat = array(dat).T\n", - " return vs, dat" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "5e83bd37", "metadata": {}, "outputs": [], @@ -107,13 +68,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "0f6020a5", "metadata": {}, "outputs": [], "source": [ - "def create_calculator(label, directory='work_08', ecut=350):\n", - " return Abinit(label=label, directory=directory, v8_legacy_format=True,\n", + "def create_calculator(directory='work_08', ecut=350):\n", + " return Abinit(directory=directory,\n", " ecut= ecut,\n", " pps = 'pawxml', pawecutdg = 750, xc = 'GGA',\n", " toldfe=1.0e-6,\n", @@ -129,18 +90,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "ae9d4731", "metadata": {}, "outputs": [], "source": [ - "calc = create_calculator(label='SiC')\n", - "prim.set_calculator(calc)" + "calc = create_calculator()\n", + "prim.calc = calc" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "56ee0fcb", "metadata": {}, "outputs": [ @@ -148,9 +109,9 @@ "name": "stdout", "output_type": "stream", "text": [ - " Energy: -265.154 eV\n", - " Stress: [ -0.24 -0.24 -0.24 0.00 0.00 0.00 ] GPa\n", - "Pressure: 0.236 GPa\n" + " Energy: -265.100 eV\n", + " Stress: [ 2.49 2.49 2.49 0.00 0.00 0.00 ] GPa\n", + "Pressure: -2.491 GPa\n" ] } ], @@ -172,46 +133,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "75bb908b", "metadata": {}, "outputs": [], "source": [ - "Scan_Corvengence = True" + "Scan_Corvengence = False" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "c976ad45", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ecut=299.99999999999994: -265.135 eV ; 0.763 GPa\n", - "ecut=326.66006663610074: -265.148 eV ; 0.082 GPa\n", - "ecut=355.6893304490063: -265.153 eV ; -0.257 GPa\n", - "ecut=387.29833462074157: -265.156 eV ; -0.405 GPa\n", - "ecut=421.7163326508744: -265.158 eV ; -0.394 GPa\n", - "ecut=459.19295108422267: -265.158 eV ; -0.377 GPa\n", - "ecut=499.99999999999983: -265.162 eV ; -0.403 GPa\n" - ] - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "if Scan_Corvengence :\n", " ecut = prim.calc.parameters['ecut']\n", @@ -225,7 +160,7 @@ " plot(ecuts, eres[1]/un.GPa, 'o')\n", " ylabel('Pressure (GPa)')\n", " xlabel('ecut (eV)');\n", - " prim.calc.set(ecut=ecut)" + " prim.calc = set_params(prim.calc, ecut=ecut)" ] }, { @@ -240,19 +175,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "b43f26ce", "metadata": {}, "outputs": [], "source": [ "cryst = bulk('SiC', crystalstructure='zincblende', a=a, cubic=True)\n", "cryst = ase.build.sort(cryst, tags=cryst.get_atomic_numbers())\n", - "cryst.set_calculator(create_calculator('SiC_UC'))" + "cryst.calc = create_calculator('work_08/UC')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "a6020342", "metadata": {}, "outputs": [ @@ -260,16 +195,16 @@ "data": { "text/plain": [ "array([[-0., -0., -0.],\n", - " [-0., 0., 0.],\n", " [ 0., 0., 0.],\n", + " [-0., -0., -0.],\n", " [ 0., -0., -0.],\n", + " [-0., -0., 0.],\n", + " [-0., -0., 0.],\n", " [-0., 0., -0.],\n", - " [-0., 0., -0.],\n", - " [-0., 0., -0.],\n", - " [-0., 0., -0.]])" + " [-0., -0., 0.]])" ] }, - "execution_count": null, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -290,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "e93acbe6", "metadata": {}, "outputs": [], @@ -299,20 +234,20 @@ "N = 1\n", "for n in range(N):\n", " dsp[n] = ase.Atoms(cryst)\n", - " dsp[n].set_calculator(create_calculator(f'SiC_dsp_{n}'))\n", + " dsp[n].calc = create_calculator(f'work_08/dsp_{n}')\n", " dsp[n].rattle(stdev=0.01)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "87c0429a", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "bb7b8ede0252420585c51dfef8065e40", + "model_id": "e8bdc7ae94384869afdcf41d99b5a008", "version_major": 2, "version_minor": 0 }, @@ -361,7 +296,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "d25534d1", "metadata": {}, "outputs": [ @@ -405,7 +340,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "0c4c960c", "metadata": {}, "outputs": [], @@ -416,7 +351,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "5f6209e8", "metadata": {}, "outputs": [], @@ -426,7 +361,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "b276a17f", "metadata": {}, "outputs": [], @@ -437,7 +372,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "ba63e877", "metadata": {}, "outputs": [], @@ -456,7 +391,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "7d2fa08d", "metadata": {}, "outputs": [ @@ -472,7 +407,7 @@ " Force constants in a human-readable format : 3C-SiC.fcs\n", " Input data for the phonon code ANPHON : 3C-SiC.xml\n", "\n", - " Job finished at Mon Feb 21 21:38:04 2022\n", + " Job finished at Sat Dec 7 22:10:20 2024\n", "\n", "\n", "\n", @@ -482,7 +417,7 @@ " 3C-SiC.bands : Phonon band structure\n", " 3C-SiC.band.evec : Eigenvector of all k points\n", "\n", - " Job finished at Mon Feb 21 21:38:05 2022\n", + " Job finished at Sat Dec 7 22:10:21 2024\n", "\n", " -----------------------------------------------------------------\n", "\n", @@ -492,7 +427,7 @@ " 3C-SiC.msd : Mean-square-displacement (MSD)\n", " 3C-SiC.mesh.evec : Eigenvector of all k points\n", "\n", - " Job finished at Mon Feb 21 21:38:14 2022\n", + " Job finished at Sat Dec 7 22:10:32 2024\n", "\n" ] } @@ -535,20 +470,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "b5eaa5ad", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX0AAAFoCAYAAAC7Yit5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABqnElEQVR4nO3ddXhUx/rA8e+sxD1EIAkhgeBOgAKlQIEixa1Qo/3V/VZu3d3bW731UqFAC8Wd4h4kaCAGRAnEfW1+f2zopS2QkGx2k+x8nmefzZ498m42effsnJl3hJQSRVEUxTloHB2AoiiKYj8q6SuKojgRlfQVRVGciEr6iqIoTkQlfUVRFCeikr6iKIoTqTbpCyG+FULkCCEOnbcsQAixRgiRWHXvf95zTwkhkoQQx4QQI85b3ksIcbDquY+EEML2L0dRFEW5lJqc6X8PjPzbsieBdVLKGGBd1WOEEB2B6UCnqm0+E0Joq7b5HLgTiKm6/X2fiqIoSj2rNulLKTcBeX9bPB6YVfXzLGDCecvnSCkrpZSpQBLQRwjRHPCRUm6X1tFgP5y3jaIoimInulpuFyKlzAKQUmYJIYKrlocBO85bL71qmbHq578vr1azZs1kq1atahmmoiiKc9qzZ89ZKWXQ35fXNulfzIXa6eUlll94J0LcibUpiJYtWxIXF2eb6BRFUZyEEOLkhZbXtvfO6aomG6ruc6qWpwMR560XDmRWLQ+/wPILklJ+KaWMlVLGBgX944NKURRFqaXaJv3FwMyqn2cCi85bPl0I4SqEiMJ6wXZXVVNQsRDiiqpeOzeft42iKIpiJ9U27wghfgEGA82EEOnAC8CbwDwhxG3AKWAqgJTysBBiHnAEMAH3SSnNVbu6B2tPIHdgRdVNURRFsSPR0Esrx8bGStWmryiKcnmEEHuklLF/X65G5CqKojgRlfQVRVGciEr6iqIoTkQlfUVRFCeikr6iKIoTUUlfURTFiaikryiK4kRsXXunwUg/cgizyYTO1RW9qys6F1c8fH1x9fBElfJXFNuQFgvlJcUYyssxlJdhqCjHbDT++bwQGlw9PHD39sHNywu9m7v6/3OwJpv013z9KXkZaf9Y7uLujndgEN7NgggMiyAkqjXBUW3wb9ECjUZ7gT0pinMzVlSQl5lOXkaa9T4zg+LcM5Tk5VFakIfFbK5+J1VcPTzxC22Ob0hzmoW3JLR1DCGtY/Dw8a3HV6Ccr8mOyD1z6gSVpSWYKisxGioxVlZSVpBPce5Zis6eoehMDrkZp/48K9G5uhLWriOtuvYgsltPmkVEqjMSxelIKcnLSCP96GGykxPJTj5ObtoppLQAIDQa/EJC8Q4MwisgEK+AQDz9/HH18MTFzR29uzs6nf7PurrSYqGyrIyKkmLKi4soOptDQXaW9ZaTDVX5xy+0OZFdetCqW09adu6Ki7uHo34FTcbFRuQ22aRfE2aTibzMdHJSk8lOTuTUofg/vx14+gfQpnc/Olw5mBZt26sPAKXJKissIGVfHKcO7ufU4QOU5lvnTHLz9iG0dQyhrdsSHBlFQFgEfqGhaHV6mxy3sqyMnNQkspMTST96iLTDBzFWVqDR6ojq0Yt2/QbSOrYvLm7uNjmes1FJv4aKzp7h5MF9pO6LI3VvHCajAZ+gENoPuIquQ0fgGxxqt1gUpb4U5mSTuGs7Sbu3k3HsKEiJh68fLTt3o2XnbkR07IJvSKhdT3ZMRiOZx46Ssncnx7ZvoSQvF52LK+36DaTbNaMIbd1WnXxdBpX0a6GyrIyk3dtJ2LqRkwf2I5G07tWXnqPGEdGpi/oDVBqVitISju/YwpFNf5CRcASAoMgo2vS+gja9+xEUGdVg/qalxULGsSMc3byBo1s2YKysIDiqNb1Gj6dd/6vQ6prs5UibUUm/jorzzhK/ejnxa1dSUVxEUMtW9J10HW37DkBoVM9XpWGSUpKVeIz9q5ZyfOdWzEYj/i3C6XTV1bTrfxV+IQ3/m2tlWRlHt2xg/6ql5KafwicomNixk+g8ZDh6F1dHh9dgqaRvI0ZDJQlbNxK35HfyMtIIatmK/tNupHVs3wZzlqQoJqORhK0b2b9qKadTknBxd6fDwKvpPGgoIa1jGuXfqpSSlL272blwHlnHE/DyD6Df1OvpPHg4Gq3qefd3KunbmMVi5tjWTWz7bTYF2VmERMcwZOYdhLXv6OjQFCdmqCjnwNqV7Fn6OyX5eQSGt6T7iDF0HDi4yfSIkVKSfuQgW+b8SObxo/i3CGfgjJtp07tfo/wwqy8q6dcTi9nMkU1/sPXXnynJPUvHgUMYeMOtePkHODo0xYlUlpWxd/ki9q5YTEVJMRGdutJnwlQiu3RvsolQSkly3E42z/6evMx0Irv2YMgtdxIYFlH9xk5AJf16ZqyoYOfCX4lbMh+tXk+/yTPoOXq8+tqp1CuTwcD+1cvYufBXKoqLiO7Vh74TptGibXtHh2Y3FrOZ/auXs23eTxgrK+l17Xj6TZmB3tXN0aE5lEr6dpKfncmGWV+Rsnc3oa1jGHnvIwSGqzMPxbakxcLhjev+/IYZ2bUHA2fMJCS6jaNDc5jSgnw2z57F4Y1r8QtpzjV3PUBEp66ODsthVNK3s2Pbt7D2m88wVpQzYNqN9BozQZV5UGwi49hR1n//BadTkght05aBM26hZWfnTW5/l3b4AKu++IjC09l0Gz6aq2681SkHeKmk7wClBfms/fozknZvp3nb9lz7wL/xDQ5xdFhKI1WSn8emn7/j6Ob1ePkHcNUNt9L+ysFNts2+LowVFWyd9yN7li/GLySUax98nNDWMY4Oy65U0ncQKSUJWzey7pvPQcDIex6mTe8rHB2W0ohIi4UD61axefb3mIwGYsdMpM+EqU559nq50o8cYtkn71JWUMCV028idsxEpxlXo5K+gxWczmbph29yOiWJXteOZ+D1t9ishonSdOWmp7Hmq4/JSDhCy85dGXb7ffg3D3N0WI1KeUkxa774mMRd24js2oOR9z7sFL3rVNJvAExGI5t++pZ9K5fQvE07xj76FN4BzRwdltIAWSxmdi9ewPZff0bv5s6gm26j06ChqimnlqSUHFy3ivWzvkLv5sa1D/6byC7dHR1WvVJJvwE5vmMLKz/7EBcPD8Y/9gzN27RzdEhKA5KflcGKzz4g63gCbfsOYOht9+Dh6+fosJqE3PRTLPngTfIy0hl4wy3W5p4m+kGqkn4Dc+bUCRa+/QqlBXmMuPshOlw52NEhKQ4mpSR+zQo2/vQNWp2Oof93D+0HDGqySclRDBXlrPrsQ47v3Eq7fgMZcfdD6N2aXp9+lfQboLKiQpa8/wbpRw/RZ8JUrrzuJqe5yKT8VUVpCav/+xGJu7bRqltPrrn7QdX0V4+klOxePJ8tv/xAYERLxj/6DH6hzR0dlk2ppN9AmU1G1n37Xw6uW0WHKwcz4p6H1AVeJ5OVdIylH75NSd5ZBs6YSa9rJ6gPfzs5Eb+XZf95G4lk3CNP07JzN0eHZDMXS/rqL8vBtDo9w++4nyun38zRLRtY8OZLGMrLHB2WYgdSSuKW/s6c5x8HJNe9+BaxYyephG9Hrbr15IY3PsTLP5D5rz/PwT9WOzqkeqfO9BuQQxvWsvqLjwhqGcWkp17E08/f0SEp9aS8pJiVn75Pyt7dtOl9BSPu/hduXl6ODstpVZaVsuSDNzl5YB+9x01m4IyZjf7DVzXvNBKp++JY8sGbePj6MvW519T0jE3QmZOpLHr3VYpzcxl00//RY+RYdbG2AbCYzfzx3X+JX7OCmD79GXX/I426aJtq3mkkonrEMvX516gsLWXOi0+Sl5nu6JAUGzq+Ywuzn3sMk9HIdS++Sc9R41TCbyA0Wi1Db7uXwTffQeLu7cx98SlKC/IdHZbNqaTfADVv045pL7yBxWRi7otPcubUCUeHpNSRtFjYMucHlnzwJkEtW3HjGx86VfnjxkIIQa9rxzPh38+Sm3GK2c8+Rm56mqPDsimV9BuooMgopr3wBhqtlnkvPUV2cqKjQ1JqqbKslIXvvMLO3+fRecg1THvhTacoA9CYte7Vl+teeBOToZJfnn+M9COHHB2Szaik34AFhkUw/aW3cHH34LdXn1WJvxEqyM7i52ce5UT8Xob+3z1cc9cD6PSqS25jENo6hutffRdPX39+e+1Zjm7d6OiQbEIl/QbONziU6158A1dPL3577VlOpyY7OiSlhjKOHWX2s49SXlzElGdfpfuIa1X7fSPjGxzK9FfeoXlMe5Z/9A47F/5KQ+/8Uh2V9BsBn2bBTHv+9T/P+M+cTHV0SEo1ErZt4tdXnsbNy4vrX3mHiI5dHB2SUkvuXt5MfuYV2vW/ii2/zGLtV59iMZsdHVatqaTfSPgGhzDtudfRubry6yvPcFZd3G2QpJTs/H0ey/7zNqGtY5jxyruqFHIToNPrufaBx+gzfgoH1q1k4TuvYKgod3RYtaKSfiPiF9qcac+9hkan49dXn21yvQoaO7PJxOovPmLLnB9oP2AQU559DXdvH0eHpdiI0GgYeP0tDLv9Pk7s38vcF5+kJD/P0WFdNpX0Gxn/5mFMe/51AH595WnVj7+BqCgtYcEbL3Bo/RqumDyd0Q88pi7YNlHdho9iwhPPkZ+ZwexnH+Vs2klHh3RZVNJvhAJahDPt+dexWCz8+sozFOZkOzokp1aYc5pfnvs36UcPM/Lehxkw7UZ1wbaJi+7Rm+tefBOLycSc5x/n1KEDjg6pxlTSb6QCw1sy9dlXMVVW8usrz1Ccd9bRITmlrKRjzH72UUoL8pj89Mt0GjTU0SEpdhIS3YbrX30PrwBrsbYjm9c7OqQaUUm/EQuKjGLy0y9TXlzEb688S1lhgaNDciqJO7cx78Wn0Lu6MuPld2nZuaujQ1LszCcomOkvv01Yuw6s+OQ9diyY2+C7dKqk38iFtmnLxCdeoOjsGX579VnKS4odHVKTd24CjsXvv05Qqyiuf/U9AsMjHB2W4iBunl5MevplOlw5mK1zf2TNlx9jNpkcHdZFqaTfBIR36Mz4fz9LXmY6C954gcoyVY+/vphNJtZ89Qmbfv6Otv0GMvX519X8tQo6vZ5R9z9K34nXcfCP1Sx8++UGOy+GSvpNRKuuPRjz8FOcTkli4dsvY6yscHRITU5FaQkL3nyRg+tW0XfiNMY8+G/0Lq6ODktpIIQQXDn9Jobf+QAnD+5nzvOPk5+V4eiw/kEl/SakTWxfRt//KOkJh1n83uuYjEZHh9RkFOZkM+f5x0k/cpARdz/EldNvbvSTbCj1o+vQEUx64gWK83L58cl/kdDAavaov9ompv2AQVxz1wNVc3++1aDbFhuLtMMH+PmZRynJz2Xy06/QechwR4ekNHCtuvfiprf+Q7OWkSz76B3WfPkJxoqG8e1bJf0mqMuQa7j61rtI2r2DlZ99gMXSeOuEOJKUkj3LFvLrq8/i7uXNjFdUDx2l5nyaBXPdC2/Se9xkDqxbyfeP3Uvq/j2ODgudowNQ6kePkWMxVlayefb36F1dGX7nA2rA0GUwVlSw+suPSdi6kTa9+zHy3odx9fBwdFhKI6PV6bjqhluJ7tmbNV9+woI3XqD9gEEMuuk2h82poJJ+E9Zn/BSMFeXsWDAXnasrQ2beqRJ/DWQlHWPFpx+Qn5XBldNvps+Eqer3ptRJeIfO3PT2x+z8fR67Fv5KUtwOeo4cS8/R4/H087drLGpi9CZOSsmGH75m7/JF9J04jSun3+zokBoss8nIjvlz2LnwV7z8Axl5779o2bmbo8NSmpj87Ey2zv2JY9s3o9Vqiek7gA5XDiaic1eb9ga72MToKuk7ASkla7/6lAPrVtJvyvX0mzJDnbn+TXbScdZ89Sk5J5LpNGgoQ265E1cPT0eHpTRh+VkZ7F2xmIQtG6koLUGr0xEc3YbAsAg8fHxxcfeg15iJtS7cVy9JXwjxMHA7IIGDwK2ABzAXaAWcAKZJKfOr1n8KuA0wAw9KKVdVdwyV9G3DYjGz+r8fc3jjWnpdO4FBN92mEj+Ql5nOjgVzObp5PR6+fgy74z5ievdzdFiKEzEZjaQdiufkwf2cTkkiLzOdipISLGYT//r5d7Q62yb9WrfpCyHCgAeBjlLKciHEPGA60BFYJ6V8UwjxJPAk8IQQomPV852AFsBaIURbKaXqWmIHGo2WEXc/iIu7O3uWLaSyrIzhd96HRqN1dGh2ZzRUkrp3N0c2ryd5zy50Oj19Jkyl74SpuLiri7WKfen0eqJ6xBLV46/52WQ01jrhX/J4NtjeXQhhxHqGnwk8BQyuen4WsAF4AhgPzJFSVgKpQogkoA+wvY4xKDUkNBprs4WnJzvmz8FQXsboBx6tlz8se5IWC+UlxZQW5FNakE9ZYQHGinKMlZUYKyswGQyYjQbKi4vJy0znzIkUzCYTHr5+XDFxGj1GjlWlFJQGp77mY6h10pdSZggh3gVOAeXAainlaiFEiJQyq2qdLCFEcNUmYcCO83aRXrVMsSMhBAOm3Yiruwcbf/qW8qJCxjz8JB4+vo4OrVrGygpyTqSSm36S/KzMqlsGhaezLjkITWg06PQuuHl74xscQs/R44ns2oOITl2c8puO4tzq0rzjj/XsPQooAH4VQtx4qU0usOyCFxSEEHcCdwK0bNmytiEqlxA7dhKefv6s+uIjZj/zCOMefYbgVtGODutPhopyck6kkJOazOmUJGtbZ0Y6UloA0Or1+IU0J6BFOK179cEroBmefv54+vvj4eOHq4cHOhdXdC4uaHWqZ7KinFOX/4ZhQKqU8gyAEGIB0B84LYRoXnWW3xzIqVo/HTi//mw41uagf5BSfgl8CdYLuXWIUbmEDgOH4BfagkXvvcbsZx7hyuk30+vaCXavKWOoKK9K7smcTk3682IWVZ0MPHz9CIluQ0zf/oREtSEoshXezYLUWbqi1EKte+8IIfoC3wK9sTbvfA/EAS2B3PMu5AZIKR8XQnQCZmNtx28BrANiqruQq3rv1L+yokLWfPkxSbt3EBLdhsE33U54x871dqxzZ/A5qcnknEghPzvzzwTv6R9ASFRrQqLbWG9RbfAKCKyXWBSlKauvLpsvAdcBJmAf1u6bXsA8rMn/FDBVSplXtf4zwP9Vrf8vKeWK6o6hkr59SClJ2LqRTbO/pyT3LGHtO9Ll6hFE9+qDu5f3Ze3LYjFTfPYs+VkZ5GVmkJ9lveVmpFGS+79pHX2CggluFU1wq9YEVyV6Rw1NV5SmRg3OUmrEWFlB/OrlxK9dQUF2FghBs4hIAsIi8A0KxtXDE52LC2aTCZOhEpPBgLGygtKCfEry8yjNz6c0P/cvF1b1bu4EtAjDv3kYwVGtqxJ9NO7ePg58pYrStKmkr1wWKSWZxxNIOxRPxvGjFGRnUnz2zD96yWj1evQurnj4+uHpH4Cnnz9eAYH4N2+Bf3Nrovf081cDwRTFzmw+OKuhW/PkbMpKLEiNFoQAoUFW3SMEUmhAowWt9gL3GhDnLeNck7M872f+9/N5C85/TqMVVTcN2vN+1mgFWp0GvavWenPT/uVnF1cdLu463Lz0uHvrcfPQIzT2TZpCCMLadSCsXYe/LDebjBgrK9Hq9eh0ejWRSBNlKq+gLCuX8jMFlOeXUVFUTmVxJcYyA6ZyA6ZKE6ZKI2YzmM1gMoPFAkiJtEiQFqQUVX32RNX/oPWhENXfNMLa1VZoNVX/M9aftfpzN23VTYPWRYfORYfWVYfOVYfWRY/e0xWdhzs6Lzf0nu7ovDzQuerUyQdNOOnn50tKjW6AREgLSDPIqp+r/igFFpAgsD6Gcz/LP59DgEarReh0CF3VvV5X9ViH0OvRVN0LvQ7hYr1Hq0WaJRazxGKyYKyUWMwW62OzxGy0YDSYMVaaMRstl3wtQoCblx43Lxfcqz4IPHxd8fZ3wzvQDa8AV7wD3PDwdqn3DwetTt/oB3M5K4vFQll2PgVJmRSnn6Uku5DSvDLKSsyUVwjKTToqccMoXDFrL1T4Swu4V92shMWMRhrRWExopPnPxP4/EoH1ZEggkQikEFVLNVU//++e8x4janpCIQFj1e1Sq1nQWgxoLUa0mNBhQivM6IQFnUai00p0OtDpBTq9Br2L9cRM56ZD76ZH7+GC3l2P3sMNvacrei83XLw8cPFxx8XHE62nO5pG0D3YaZt3pJRIgwFLWRmW0lIspVX3fz4uxVxUiLmgAHOh9d5SWIipoABLQdXjS01ArtWi9fFB6+uL1tcXjZ9v1c9+1nsfb4S7Oxp3D3Bzx6x3w6J1w6S1/sMZzBoqKyQVZWbKyy1UlJooLzNTUWKkvNREaUElxoq/dnzSaAVevnq8/Fzw9tPj7afHx0+Pj58Ot2B/tO5uVV90rP+ZGo3AxU2H3k2rzoCaCGNpBWcPnSDveCaFafkUnS2jpERSanajXON9wWSuN5XiJstx01bippe4umtw83TB1dsVN1933LxdcfVxx93PHRdfT/TeXrj4eaHzcEWrq79us1JKLCYzFoMJc6UBi8GAucKAudKIqcKIucKIqdJ6M1eaMBvMmCpNmA0mTJUGzBVV30YMZkwGEyaDBaPRgskoMZnAZBGYzAKT1GC2aDGjxSR0mIUes8blMj50zgV87kPFhEb+70NFKyxoqz5UtBqB0Eg0GmH9RqMBoRFoNAKNxvo/LIT48+TtyqcnoHOrXeVNp2veqY4QAuHqisbVFfxrV8/aYjBgqfpAMBcUYC4qwlxQaP2QKLLeW58vxHw2F0NyinVZcXGNj+FadbsQk9aNCrcA683Vnwq3ACpd/Sl1C+CsWyAGV7/z1j550WNoNAKvAFd8mrnTLMKb0Cgfwtr54+apzugbqvL8UnLijnP2aDq5aYUUFkqKzR6U63zPS1b+aM0eeMgSvFwMhHrl4e3vik+IN97hgfi0CsG7VSg614b5Pgsh0Op1aPU69J5udj22lBKTwYSxqIzKojIMxeUYi8sxllVgKKnEVG7AeO5WYbI2dxksmAzmqg8V681sFpgsAoNFQ7lZiwUNEg0Wzn2j0fzvm47QWh+L/32Q9jdduhWgNpw26duCxsUFTVAQuqCgy9pOmkxYSkqwlJdbb2XlyPIy67eMc48NlciqBlNptoDZhDRbkGYTmC3W78taDaLquoPQakBY2z2t1yYqMMszlBp0lFToqMwtwnD6NKbTORjP5iItEikEZq075oBQDJZwSkuakXncnf0W65lHi7Z+tL8ilNY9g9G5qIFQjmA2WjiTkEH2vlTOJOeSd9ZEscGNSu25ss+eaCwueFqKCHArx9ffSECYN/6tQ/DvGIlni0A06rrLZRNCoHfVow/yxSPIviVKLBbbJ/rzqaTvAEKnQ+vnh9bPr96PdaGPI2k0YkhLpzIpEUNyMpWJSVQc34EhJRWL1FDsHUFuaE9yjL1Ym5DPpp8OE9PJgy6j2hPYSvWjry/lhRVk703m9ME0zqaVkF8kKMbnzzM/jdkNb8MZgt2L8AtyIzA6iODuUQR0ia7XZhbFvur7Q1olfSck9Hpco6NwjY76y3JLRYX1AyDhKJUJxyhPmE92hpH0gFiOGLpzOH4/bpQR1NyNFr2iCIn2JzDcCw8fFwe9ksZJSklhWj5Zu49z+lgOudkVFJS7UqE9NwjOBZdKDb4UEOqTT7OWPoR0DqdZbHdcAtWHrlI3Kukrf9K4ueHepTPuXf5XgqGVxYIxI4P8/Qkkbj/F6ZRCzpYFk5al4dx1AncfF5qFeRIY5kVguBeBYV4EhHqi1atmBbPZQu6hk2TttTbP5OZaKDB5YdJW9YCRHnhWlBKgP0OgXz5BrQMJ7RWNX+crES7qw1SxPZX0lUsSGg0uERGEREQQMtZ6PaJ061ZyFiwje08yJW4hlIV1pMTQiszjHpjN57YT+Id6WD8Izn0ghHnh5edq9zEH9mIoKuV03HFOH8rg7Kli8goFhfhh0VqTt8big5fxLGHup2nW3I3gDqE079MBt4ihqveUYjdO22VTqTtTfj5Fy5ZTtGwZ5fHxWCRUBrTE0OVKypq1oVgXSEGZCyVF/xvFq3PR4BvsgV+wB/6hHvgFu+Mb4oF/iAeuHg2zF8nfmUoryDmQypnDaeSeyKcg10hhpStlev8/e85oTRX4yHwCfMw0i/AitEsEwX3a4+J7eXWMFKW2VBkGpV6Zi4oo3bGD0q3bKNu9G8OJE1VDNMHk7kNFRCfKm7WhzCuUUp0/JWYPSg0666jNKq7uGrz9XPEKdMO7mQfeAe5/Djxz93bB3VuP3rX+xxRYzGbK0nMoSD1N4ak8CjIKKDpTTnGJpNTkRrne98+Lq0Ka8TAV4ONSiX8zPYGtAgjtEUmzLtFo9OqLtOI4KukrdnXuonDl8WNUJiVjOp2NMSsbY3Y2pjNnwGTCIrSUuzejzD2YMo8Qyt2bUenqT4WrP5Vu/ph0/5yvViPNuAgDLhojbloTLvqqUZQ60OuEdTSlDrR6a3dWodVYR4hKazdXi9k6MMdYacJYbsRYacZksFBh1FBp1lMhXTFoPZCavyZsnakcD1mMl5sZXz8tAeFeBHUIJzi2LXovNa+u0vCowVmKXV3oovA5UkpkWZl1MFtRkXXAWlER5uISLOVlyLIyLGWpVJYaKCkxU1oGlQZBpUFQYdJiMOuolC5UCldKhDtmjXUEpVnr8o9kfSnCYkJrMaDDhIuswFVjwNe9Eg+vcjz83PAK9sIvIpCAdi3wCA9R7e5Kk6CSvmJ3QgiEpycaT0/0zZvbZJ9SSjCZMFVYi4IZywxIkwlpNFpLKAkNUqNBq9Oic9fj4uOBztNDJXLF6aikrzQJQgjQ69Hr9ejVtVJFuSjVkVpRFMWJqKSvKIriRFTSVxRFcSIq6SuKojgRlfQVRVGciEr6iqIoTkQlfUVRFCeikr6iKIoTUUlfURTFiaikryiK4kRU0lcURXEiKukriqI4EZX0FUVRnIhK+oqiKE5EJX1FURQnopK+oiiKE1FJX1EUxYmopK8oiuJEVNJXFEVxIirpK4qiOBGV9BVFUZyISvqKoihORCV9RVEUJ6KSvqIoihNRSV9RFMWJqKSvKIriRFTSVxRFcSIq6SuKojgRlfQVRVGciEr6iqIoTkQlfUVRFCeic3QAimIrRouRY3nHOHj2IGnFaWQUZ5BbkUuFqQKtRkuwezDtAtoxtOVQ2ge0Rwjh6JAVxe5U0lcatbPlZ/nj1B+sPbmWfTn7qDBXAOCmdSPMK4wgjyD83fwxWUxklGawKWMTXxz4go6BHXmwx4P0b9FfJX/FqaikrzQ6Fmlhe+Z2fkn4hc0Zm7FIC5E+kUxpO4Xuwd3pFtSNEI+QCybz/Ip81pxcwzcHv+HutXczrOUwXuj3An5ufvZ/IYriAEJK6egYLik2NlbGxcU5OgylATBbzKw8sZL/xv+XE0UnCHALYHLMZEZGjSTGL+ayztgNZgM/HvmRT/Z/QoBrAB8M+YCuQV3rMXpFsS8hxB4pZew/lqukrzQGG9M28uHeD0kqSCLGP4b/6/x/XBN5DS5alzrt92juUR7e8DC55bm8M+gdBkcMtk3AiuJgF0v6qveO0qClF6dz/7r7uf+P+zFZTLwz6B1+G/sbY6LH1DnhA3QI7MBPo3+itV9rHlr/ECtPrLRB1IrScNUp6Qsh/IQQvwkhEoQQR4UQ/YQQAUKINUKIxKp7//PWf0oIkSSEOCaEGFH38JWmyiItzDo8iwmLJrA7ezePxT7GgvELGNlqJBph23OVZu7N+HbEt3QP6s5Tm57ij1N/2HT/itKQ1PW/5z/ASille6AbcBR4ElgnpYwB1lU9RgjREZgOdAJGAp8JIbR1PL7SBGWWZHLbqtt4N+5d+rXox+IJi5nZaSZ6jb7ejumh9+DToZ/SPqA9j218jH05++rtWIriSLVO+kIIH+Aq4BsAKaVBSlkAjAdmVa02C5hQ9fN4YI6UslJKmQokAX1qe3yladqQtoEpi6dwJPcIL/d/mY+GfESIZ4hdju3l4sXnwz6nuWdzHvrjIdKK0+xyXEWxp7qc6UcDZ4DvhBD7hBBfCyE8gRApZRZA1X1w1fphwPn/RelVyxQFs8XMx/s+5oE/HiDcO5zfxv3GxJiJdu9D7+fmx6dDP8UszTyw7gHKjGV2Pb6i1Le6JH0d0BP4XErZAyilqinnIi7033vBrkNCiDuFEHFCiLgzZ87UIUSlMSgyFHHfuvv48sCXTGgzgR9G/UCEd4TD4mnl24r3Br9HalEqL21/iYbew01RLkddkn46kC6l3Fn1+DesHwKnhRDNAaruc85b//z/5HAg80I7llJ+KaWMlVLGBgUF1SFEpaHLKsni5uU3szN7J8/3e56X+7+Mm87N0WFxRfMruK/7fSxPXc68Y/McHY6i2Eytk76UMhtIE0K0q1o0FDgCLAZmVi2bCSyq+nkxMF0I4SqEiAJigF21Pb7S+CXkJXDD8hvIKcvhi2FfMLXt1AZVEuH2LrdzZdiVvBP3DimFKY4OR1Fsoq69dx4AfhZCHAC6A68DbwLDhRCJwPCqx0gpDwPzsH4wrATuk1Ka63h8pZHakbWDmStmotVomTVqFn2aN7xr+hqh4ZUBr+Cuc+fZLc9ispgcHZKi1JkakavY3ab0TTy8/mEifSP577D/EuwRXP1GDrTqxCoe2/gY93e/n7u63eXocBSlRtSIXKVBWHdqHQ+tf4g2/m349ppvG3zCBxjRagSjokbx3/j/cjT3qKPDUZQ6UUlfsZtVJ1bx6IZH6RjYka+u+apRVbZ8pu8z+Lv58/SWp6k0Vzo6HEWpNZX0FbvYkLaBJzY9Qbegbnw5/Et8XHwcHdJl8XX15eUBL5NUkMQX8V84OhxFqTWV9JV6tzt7N49ueJT2Ae35dOineOo9HR1SrVwZdiXjWo/ju8PfkVqY6uhwFKVWVNJX6tWhs4e4f939RHhH8Pmwz/Fy8XJ0SHXycK+Hcde589rO19SgLaVRUklfqTdJ+UncvfZu/N38+WL4F/i7+Ve/UQPXzL0ZD/V4iJ1ZO1mRusLR4SjKZVNJX6kX6cXp3LnmTlw0Lnx1zVd2K5pmD1PaTqFzYGfeiXuHYkOxo8NRlMuikr5ic0WGIu5ddy8V5gq+GP6FQ+vo1AetRsuz/Z4ltzyXT/Z94uhwFOWyqKSv2JTRYuSRDY+QVpzGf4b8hxj/GEeHVC86BXbiunbXMefYHI7lHXN0OIpSYyrpKzYjpeS1Ha+xM2snL/Z7kd6hvR0dUr26v8f9eLt4827cu+qirtJoqKSv2Mx3h79jfuJ87uhyB+PbjHd0OPXO19WXe7rdw46sHWzO2OzocBSlRnSODkBpGtacXMMHez5gZKuR3N/jfkeHYzfT2k1jTsIc3ot7j/4t+qPTqH8ppXaKDcVsy9zGntN7yC7NpqCygO9Hfm/zOaHVX6hSZwfPHOSpzU/RNagrrwx4xeZ/pA2ZXqPn4V4P89D6h5h/fD7Xtb/O0SEpjUxOWQ5fHviSxcmLKTeV46HzIMw7jAC3ACpMFXjoPWx6PJX0lTrJLMnkgT8eoJl7Mz4a8lGDmADF3oZEDKF3aG8+3f8po6NH4+3i7eiQlEbAIi38dOQnPt3/KUaLkdFRo5kUM4kuQV3Qa/T1dlznOSVTbK7YUMx96+7DYDbw2dDPCHQPdHRIDiGE4LHYxyioLOCrg185OhylESisLOT+dffzTtw79ArpxaLxi3j1ylfpGdKzXhM+qKSv1JLJYuLfG//NicITvD/kfaL9oh0dkkN1DOzI2NZj+fnIz2SXZjs6HKUByyzJ5MblN7IjawfP9H2GT4d+SoSP/cayqKSvXDYpJa/ueJWtmVt5rt9zXNH8CkeH1CDc1/0+LFj44oCqwqlc2Mmik9y0/CZyK3L5+pqvmd5+ut2nCFVJX7lsXx/8+s+umZNiJjk6nAajhVcLprWdxu+Jv3Oq6JSjw1EamMySTG5ffTsmaWLWyFn0DOnpkDhU0lcuy5LkJXy07yPGRI/hgR4PODqcBueOrnfgonXhk/2qPIPyP4WVhdy15i5KjaV8OfxLh45UV0lfqbGdWTt5ftvz9Antw8v9X7b719LGoJl7M27scCMrUleo8gwKAEazkYc3PExGSQafXP0J7QLaOTQelfSVGknIS7BOZu4dyQdDPkCvrd8eBo3ZzE4z8XbxVsXYFADeiXuH3dm7ean/Sw5r0jmfSvpKtY7nH+eO1Xfg6eLJ58M+b3RTHdqbr6sv/9f5/9iQvoH9OfsdHY7iQMtSlvFLwi/c3PFmxrYe6+hwAJX0lWoczT3KHaut7dTfXvMtzb2aOzqkRuH69tcT6Bao2vadWFpxGi9tf4mewT35V69/OTqcP6mkr1zUzqyd3LrqVly0LnxzzTd27Uvc2HnoPbi1863szNrJvpx9jg5HsTOzxcyzW55FJ3S8ddVb9T7g6nKopK/8g5SSOQlzuHvt3TT3bM5Po36ilW8rR4fV6ExrN40AtwA+3/+5o0NR7OzHIz+yN2cvT/Z9klDPUEeH8xcq6St/UWYs44lNT/Daztfo36I/34/8vklNdWhP7jp3bu10K9uztqu2fSeSmJ/IR/s+4uqIqxkb3TDa8c+nkr7yp+SCZKYvm86qk6t4qOdDfHz1x/i6+jo6rEbtz7P9eHW27wyMFiPPbHkGbxdvnu/3fIPs1qySvgLA0pSlzFg2g8LKQr4a/hW3d7ndqUok1xcPvQczO81kW+Y24s/EOzocpZ79fORnjuYd5bkrnmuwBQjVf7WTM5qNvLrjVZ7a/BQdAjrw69hf6dO8j6PDalKmt5uOv6u/Ottv4rJLs/ks/jMGhw9mWOQwR4dzUSrpO7H8inzuWHMHc4/N5dZOt/LNiG8I9gh2dFhNjofeg5s73czWjK0cPHPQ0eEo9eTt3W9jkRae6POEo0O5JJX0nVRSfhIzls3g4JmDvDnwTR6JfURN9VePZrSfgbeLN98c+sbRoSj1YFvGNtacXMMdXe4g3Dvc0eFckkr6TmhT+iZuXHEjleZKvh/5PddGX+vokJo8T70nM9rPYN2pdaQUpDg6HMWGDGYDr+96nUifSG7tfKujw6mWSvpOZnHyYh744wFaerfkl2t/oUtQl+o3Kj4N2z6B70bDRz3h3bbwzTWw9BFI3QQWS/0H3gTc0OEG3LRufHf4O0eHotjQj0d+5GTRSZ7u8zQuWhdHh1MtlfSdyJyEOTyz5Rl6h/bm+5HfVz9oxGyEjW/DB51g9TNQWQzNu0HMcNDo4MA8mDUWPu4B8XNU8q9GgFsAk2ImsTRlqZpdq4nIr8jn64NfMyh8EP3D+js6nBpRjbhOYm7CXF7b+RqDIwbz7qB3cdW6XnqD4mz4ZTpk7oPOk2HQkxDU9q/rGMvh6FLY/gn8fhfs+BwmfA4hHevvhTRyMzvNZO6xufxw5Ace7/24o8NR6uiLA19QZirj4V4POzqUGlNn+k5gYdJCXt35KoPCB/H+oPerT/gFafDdKDhzHKbOginf/jPhA+jdoetUuGM9TPwSijLhy8Gw8wuQsl5eS2PXwqsFo6NG89vx3yioKHB0OEodnCo6xdyEuUyKmURrv9aODqfGVNJv4janb+aFbS/Qr3k/3hv8XvV18Iuz4fvRUJoLNy+EThOqP4hGA92ug3u2QeshsOJxWHgPmCpt8RKanFs730q5qZxfjv3i6FCUOvhw74fotXru636fo0O5LCrpN2HH8o7x2MbHaOvflg+HfFj9Gb6xHOZc/7+EH3GZg7S8gmDGHBjyDMT/ArPGQXl+reNvqmL8YxgcPpjZR2dTZixzdDhKLezP2c+ak2u4tdOtNHNv5uhwLotK+k1UTlkO9627Dy8XLz65+hM89B6X3kBKWHQ/ZOyFSV9CWC1n+BECBj1ubRLK2AM/jIeyvNrtqwm7rcttFFQW8HvS744ORblMUkr+s/c/BLoFMrPTTEeHc9lU0m+Cyoxl3L/ufooMRXw69NOaVcnc/TUc+g2GPgcdxtQ9iM6TYfpsyEmwnvGXnq37PpuQ7sHd6Rnck+8Pf4/RbHR0OMpl2Jm9k7jTcdzR9Y7qT6YaIJX0mxgpJU9veZpj+cd456p3aB/QvvqNsg/BqmegzXAYYMNeCG2vgRm/QG6itWtnyRnb7bsJuK3LbWSXZrM8dbmjQ1FqSErJJ/s+IcQjhCltpzg6nFpRSb+J+fHIj6w7tY5Hej3CoIhB1W9gLIff/g/c/azdLTU2/pNoMxSunwd5qfDzZGtffwWAgWEDifGP4btD3yFVb6dGYWvmVuLPxHNn1zurv0bWQKmk34QcPHOQD/Z+wNURV3Nzx5trttGGN+HsMWvC9wqqn8CiB8G0H6zfKObcoHr1VBFCcGunW0kuTGZr5lZHh6NU49xZfphXGBPbTHR0OLWmkn4TUVhZyGMbHyPYPZiXB7xcs8kbMvfBto+hx03WM/L61PYaGP8ppG6E3+9Wo3erjGw1kiD3IH488qOjQ1GqsSFtA4dzD3NX17uq7/rcgKmk3wRIKXl+6/PklOXwzqB3ajbblclg7a3jGQTXvFr/QQJ0nwHDX4bDC6xlHRT0Wj0z2s9gW+Y2EvMTHR2OchFSSj6P/5yW3i0Z27rhTYF4OVTSbwJmJ8zmj7Q/+Fevf9E1qGvNNtr6IZw+BGPet7bn20v/B6HvPbDjM9j1lf2O24BNbTsVN60bPx39ydGhKBexOWMzR/OOckfXOxp9CXKV9Bu5lMIU3o97n6vCr6p5O37OUWshtU6ToL2dyyoLASNeg7ajYMUTkLTWvsdvgPzc/BjXehxLk5eSW57r6HCUv5FS8uWBL2nh2aJJlCFXSb8RM1vMPL/1edx0brzY78WateNbLNZmHVdvGP1O/Qd5IRotTP7aWpjt11vh9BHHxNGA3NjxRgwWA/OOzXN0KMrf7M7eTfyZeG7tfCt6TeNtyz9HJf1G7KejPxF/Jp6n+j5FkEcNe97s+wEy4mDkG+DpwOHjrl4wYy7oPWD2dVCS47hYGoAo3yiuCr+KOcfmUGlWvZsaki8PfEkz92ZMjGm8PXbOp5J+I5VamMrH+z5mSMQQro2q4VfOsjxY+yJEDoCu19VrfDXiGwbXz4Gys9aaP8ZyR0fkUDd3vJm8ijyWp6jBWg1F/Jl4dmbv5JZOtzTafvl/p5J+I2S2mHlu63O4al157ornatasA7DuZagosjbr1HSb+taih7XWT3ocLLzXqbty9gntQ1v/tvxw5Ac1WKuB+OrAV/i6+jK17VRHh2IzKuk3QrVq1snYC3u+h753QUineo3vsnUYC8Nfsnbl3PCGo6NxGCEEN3e8maSCJLZnbXd0OE4vMT+RjekbuaHDDY2yxs7FqKTfyGSXZvPp/k8ZHD645s06Fgssf8zaJ3/wk/UbYG31f9A6SGzT27DvZ0dH4zCjokYR6BaoBms1AD8c+QE3rRsz2s1wdCg2VeekL4TQCiH2CSGWVj0OEEKsEUIkVt37n7fuU0KIJCHEMSHEiLoe2xm9vfttpJQ81fepmjfr7PvRWub4mlfArQYDtxxBCBjzAUQPgSUPQtI6R0fkEC5aF2a0n8GWjC0kFyQ7OhyndabsDEtTljKhzQT83PwcHY5N2eJM/yHg6HmPnwTWSSljgHVVjxFCdASmA52AkcBnQgitDY7vNLZmbGXNyTXc2fVOWni1qNlG5QWw7iVo2a9hXLy9FK3eWqMnqD3MmwlZBxwdkUNMazcNV60rvySombUcZXbCbMwWc83HvjQidUr6Qohw4Frg6/MWjwdmVf08C5hw3vI5UspKKWUqkARc5tRMzstgNvD6ztdp5dPq8iZu2PyutdfOqLcazsXbS3HzgRt+td7/PNU6X6+T8XfzZ1TUKBYnL6bYoKqS2luZsYy5x+YyLHIYET4Rjg7H5up6pv8h8DhwfpeLECllFkDVfXDV8jDg/P/g9KplSg18d+g7ThWf4qm+T+GidanZRnkp1knKu98AzbvVb4C25NPCmviNZfDzFKeceWtG+xmUm8pZlLTI0aE4nd+TfqfYUNwoZ8WqiVonfSHEGCBHSrmnpptcYNkF+6UJIe4UQsQJIeLOnFETb6QXp/PVwa+4JvIa+rfoX/MN17wAGh1c/Wz9BVdfQjrBdT9ZP7h+mgQVhY6OyK46BnakW1A35hybg0U6bzdWezNZTPx45Ed6BPegW1AjOlG6DHU50x8AjBNCnADmAFcLIX4CTgshmgNU3Z8bapkOnP9dKRzIvNCOpZRfSiljpZSxQUH1VOO9EXk37l00QsO/e/+75hud3AZHF8OAf4FP83qLrV5FD4JpP0L2QfhpitNNwHJ9++s5WXSSbZnbHB2K01h7ai0ZJRlN9iwf6pD0pZRPSSnDpZStsF6g/UNKeSOwGDj3G5sJnPt+uhiYLoRwFUJEATHArlpH7iTisuNYd2odt3e5nVDP0JptZLHAyqfAuwX0f6B+A6xv7UbClO+svY9mXweGUkdHZDfDI4cT6BaoLujaiZSSWYdmEekTyeDwwY4Op97URz/9N4HhQohEYHjVY6SUh4F5wBFgJXCflNJcD8dvMizSwntx7xHiEcJNHW+q+YYH50HWfhj2Arg0gUElHcdZR+2e2g4/TnSaNn69Vs/UdlPZnL6ZtCLnu6Btb3tO7+FQ7iFu7ngzWk3T7Vhok6QvpdwgpRxT9XOulHKolDKm6j7vvPVek1K2llK2k1KusMWxm7KVqSs5lHuIB3s+iLvOvWYbGUph7UvW8gZdptVvgPbUZQpM/d4629e3I6Ew3dER2cXUtlPRCi1zjs1xdChN3qzDs/B39W/0k6RUR43IbaAqzZX8Z+9/6BDQgTHRY2q+4bZPoDgTRrxu+0nOHa3jeLjpdyjOgq+HQ3pN+xA0XsEewQyLHMbvSb9TZixzdDhNVlpRGhvTNzK13dSan2A1Uk0sKzQdPx/9mczSTB6NfRSNqOHbVJRpnRGrwziIvIxePo1Jqyvh1hWg1cG3I2D319DEi5PNaD+DYkMxy1KXOTqUJuuXY7+gFVqua9fABzDagEr6DVBeRR5fHfiKQeGD6Nu8b803/ONVsJisxcuastDOcOdGiB4Myx6FnyY36UFcPYJ70D6gPb8k/KKqb9aDMmMZCxMXMjxyOMEewdVv0MippN8AfXngS8pN5TzS65Gab3T6MOyfDX3uhIDo+guuofAIgOvnweh34dQO+LSP9VpGeb6jI7M5IQQz2s8gMT+RPaebfpOWvS1JXkKxsZjrO1zv6FDsQiX9BiarJIt5x+Yxoc0Eov0uI3mvfQlcfWDgo/UXXEOj0UCfO+C+HdBuNGx5H97vBAvvg5QNTWpSllFRo/Bx8WF2wmxHh9KkSCmZnTD7z8FwzqBxT+veBH1x4AsA7up6V803OrEFElfB0BesZ8CNhJSS4koTeSUGcksN5JUaKK00UWYwU240U24wVd1bMFksmCwSi0VitkjMsupnCWaLBSnvJbzlCIYULKBn/Hzc9v+ECR05ri1xsVSS5RaFQeOB0cUXfFrgGtKW4Da9aNGqHaIRXPB217kzKWYSPx75kZyyHKdohrCHHVk7SClM4dUBr9a8am0jp5J+A3Kq6BQLkxZyXbvraO5Vw1G0UlrLLXg3h75312+AtVBuMHM0u4iUM6Wk5ZVZb/llpOeXk1tiwGC+dIkBrUbgrtei0wp0GoFGCLTn3Z+7CSCREP6Qd+PqOZPupoN0Nh8l0pSGjyyidXEc+fjiI4vwPlMOycA2OIsfJ717IGNG0vaqqfj4Bdrl91Ib09pO4/vD37MgcQF3d2t473VjNDthNv6u/oyMGunoUOxGJf0G5PP4z9Fr9NzR9Y6ab5Sw1DrR+diPHD4Qy2S2cCCjkLgTeRzKKOJIVhEpZ0qwVF17FAKa+7gREeDBgDbNCPJ2JcDDhQBPFwK8XAjwcMHbTYe7ixYPvQ43Fw0uWk0tz8BG/WPJud9OcWEeWckHyE+OQ5u2nVZFcTTbux7DnmfY4zMQ1z630mnA2Ab3DSDCJ4L+Lfrz2/HfuL3L7eg06t+3LtKK09iYtpHbu9zeZOa/rQn1V9NAJOUnsSxlGbd0voVm7s1qtpHZZG3Lb9bWWknTAVLPlrLu6Gm2JeeyKzWPkkoTAC183ejYwpfRXZrTqYUPMcFehPm746pz/EhHb98AvHsOhp6DAbCYzSTsXU/hrl9of2YFvuvWk7whmoJe99Nz5K0NKvlPazuNf234F5vTNzOk5RBHh9OozU2Yi0ZomNauCQ1irAGV9BuIz+I/w0Pvwf91+r+ab7T/J8hNhOt+tvZbt5Nj2cWsOJTFykPZJGRbi6BFB3kyvnsL+rduRt/oAJp5NZ4zJ41WS/vew6D3MCrKS9m94muCD31Fr12PcHzvfzEPf5UOfRvGRG9XRVxFsHsw847PU0m/DsqMZSxIWsCwyGE1r2nVRKik3wAcyT3CmpNruKfbPTWfms1QBuvfgPA+0L6Gc+XWQUmlicX7M/ll1ykOZhQiBPSODOD5MR25plMI4f5NoMYP4ObuSe9JD2EZfz+7l3xO5P73CF4xjb2bBhIy+R3Cojs4ND69Rs+ktpP4Iv4L0ovTCfcOd2g8jdXSlKUUG4q5vr1zdNM8n0r6DcDn8Z/j4+JzeUXVdn4OJdkw9bt6nRErKaeEb7aksGh/JmUGM+1DvXlxbEeu7dqCIO/GczZ/uTRaLb0n3E/58Jlsn/cq3U58B7MGsbPz4/SZ/IhDm3wmx0zmywNfMj9xPg/1fMhhcTRWUkrmHJtD+4D29Aju4ehw7E4lfQc7lneMDWkbuLf7vXi7eNdso7I82PIfaDuy3sotHMoo5LMNSaw4lI2rTsO4bi2Y0acl3SP8nKZrG4C7pzf9bn2L7LQ7OPPT7fQ9/AoHklcSetNXBIdFOSSmUM9Qrgq/igWJC7i3273otXqHxNFYxZ+JJzE/kef7Pe9Uf8vnNJwrVE7qywNf4qX34oYOl3EhdvN7UFlk7ZdvYwnZRdz63S7GfLyFzcfPcu/g1mx54mrentKNHi39nfKfBCA0og2dHl/Hzg5PEVMej+tXA4j/w3GVL6e1nUZeRR7r0tY5LIbGau6xuXjqPbk2qv6bRRsidabvQCkFKaw5uYbbu9yOj4tPzTYqOAW7voTu10NIR5vFklNcwQdrjjN3dxrebnr+PaIdN14Ria+7Oos8R6PV0ve6J0lLHEXlnFvpsvFutp/cR9+bX0ejtW+vpP4t+hPmFcavx35lZCvn6WNeV/kV+aw+sZqJMRPx0DeN61CXS53pO9DXB7/GTefGjR1vrPlG698ABAx+yiYxGEwWPtuQxJB3NvBrXDq39I9i478Hc9+QNirhX0RETDfCHtnIXt+h9Dv5X/a/P56SIvvW/NFqtExpO4Vd2btIKUyx67Ebs0VJizBYDE7XTfN8Kuk7SFpRGstTlzOt7TQC3GpYOuH0YYj/xVpvxi+i+vWrcSC9gHGfbOHtlcfo36YZqx++iufHdsTPw6XO+27q3D296fWvX9kR8wjdSrZw5sNBnE5PtmsME9pMQKfR8dvx3+x63MbKIi38evxXegT3oK1/W0eH4zAq6TvIN4e+QSu0lzcB87pXbFJUrcJo5o0VR5nw6Vbyywx8fXMsX90cS3SQV53262yERsMVN7zAkaHfEWTOQX49glPH99vt+M3cmzGs5TAWJS2iwlRht+M2VjuydnCq+JRTn+WDSvoOkVWSxaLkRUyKmUSQR1DNNkrbDcdXwIAH6lRU7XBmIaM/2swXG1OYFhvB6ocHMaxjSK33p0CXqyaSPek3XKjEe/ZYEvdtstuxp7WbRpGhiFUnVtntmI3Vr8d+xc/Vj+GRwx0dikOppO8As47MAgn/1/kyRt/+8TJ4BkHfe2p1TCklP24/wcTPtlFaaeKn2/ry5uSuqt3eRtp0u5LSG5dTLtxosXAqhzYvsstxY0NiaeXTivmJ8+1yvMbqdOlp1qetZ2KbiU5VZ+dCVNK3s4KKAhYkLmB09OiaV9JM2QCpm+DKR8D18ptgCsuN3PvzXp5bdJj+rQNZ/uBAroypYX0fpcYi2nRBf8cacrShtFl7G4e2LK73YwohmBwzmX05+0gpUBd0L2ZB0gLM0syUtlMcHYrDqaRvZ3OOzaHcVM4tnW6p2QZSWtvyfcIg9jK+GVRJPF3M2I+3sObIaZ4a1Z5vZ/YmsBHVxWlsglq0wu+elWRpWxC95naObF9R78cc23osOqFTZ/sXYbKY+O34b/Rv0Z+WPi0dHY7DqaRvRxWmCn5J+IWrwq8ixj+mZhsdX2ktnTzocdC7Xdbx1h/LYdJn2ygzmJl71xXcNag1Go1zDq6yJ/+g5vjctZwz2mBarZxJws7V9Xq8QPdAhrQcwpLkJRjMhno9VmO0KX0TOWU5TGvbsC/gSouFwrwzJB/YxtGdqzi4aRHScun5JmpDDc6yo8XJi8mryKv5Wb7FYp3s3D/qskonSyn5busJXl12hHahPnw9M5YwP/faBa3USmBIOPL2ZeR+NZLw5TdzXD+HtlWlnOvDpJhJrDm5hvVp6xnRqmFUBG0o5ifOJ8g9iEERgxwdyl+czTzJiX2rMadsplnBAUJM2fiKcnzPW6eidyZu7p42Pa5K+nZitpiZdXgWXZp1ITYktmYbHV4Apw/BpK+hhvVVzBbJ84sO8fPOU1zTMYQPruuOp6t6mx2hWYtIcm5fTuHXIwhafBNp3kuJiKmfeVj7Ne9Hc8/mLEhcoJL+ebJLs9mSsYXbOt/WICadKcw9TcLa7/FP/I22puM0A0qkOynunTgc0Avp1xKXgJboPQPQubrRVm/7pljH/xacxB9pf3Cq+BTv93q/ZvVrzCbY8AYEd4TOk2t0jEqTmUfmxrPsYBZ3DYrmiRHtVXOOgwWHRZF+wwLkT6PQzp7K2bvW0izU9u3KWo2WiW0m8nn852SUZBDmFWbzYzRGC5MWYpEWJraZ6NA4Tibs5czy1+lauJ6+wkSqphXbo+6nWdcRRHW+gq56+w2IVG36diCl5LtD39HSuyVXR1xds43if4HcJBjyDNSgjG+ZwcTts+JYdjCLZ0Z34KlRHVTCbyDC23Tm7Lif8LMUUPDVBIoL8+rlOBPaTADg98Tf62X/jY1FWvg98Xf6Nu9LhE/dR7DXRurhnex9dxwRv1xNx8JN7AueQNLE5bR6dh/9Zr5GTI+r0Nkx4YNK+nax5/QeDp49yMxOM9FqalCYy1QJG9+CFj1rNEFKYZmRG7/eydaks7w9uSt3XBVtg6gVW2rbcxCJgz+llSmVE59NwlBp+xG0zb2a0z+sP78n/Y7ZYrb5/hubHVk7yCzNZHJMzb4p21Jh/ll2fvJ/tJw3grbFu9gZPpPK++Ppe983tOk2wKHzMaikbwc/HvkRf1d/xrUeV7MN9nwPhWkw9LlqJ0gpKDMw46sdHMoo4rMbejKtt2POaJTqdRsylb3dX6ZL5T72fXFHvfTMmBIzhZyyHLZmbrX5vhubBYkL8HX15eqWNfx2bQPSYiFu8ecY/9OL3mcWEBc0EfOD8fS74z/4B9VwXE49U0m/nqUVpbE+bT1T203FTVeDLpeGUtj0LkReCdGXngO1sNzITd/sIimnhK9mxjKyc8P4o1Iurs/EB9je4mb65i1m59w3bL7/QeGDCHALYEHiApvvuzHJr8hn3al1jI0ea7cRuIW5p9n33jhi9z5Jni6Y5IlL6Hv/d/gGNqwyJyrp17PZCbPRarRc1+66mm2w8wsozan2LL+4wsjN3+4iIbuIL27qxaC2Nazhozhc39s+ZJ9Hf3onvMOBDbYdUKXX6hnfejwb0zZytvysTffdmCxOXozJYmJSzCS7HO/wtuVUfNyPLiXb2NH6IVo/uZ2Y7gPtcuzLpZJ+PSoxlPB70u+MbDWSYI/g6jcoL4Ct/4GYa6DlFRffb6WJW77bzeGMQj69vidD2tdg30qDodFqaXvPL5zURtJqw/2cPLbfpvufGDMRkzSxKMk+9X8aGiklCxIX0DWoa80HQdb2WBYL22c9Q4dV12MQrpyYsJArbnoZra7hdoxUSb8e/Z70O6XG0ppPkrL9U6gogKufvegqlSYzd8yKY39aAR/P6ME1nUJtE6xiV57efrjPnIcJHZo5MygqyLXZvqN8o+gV0osFiQuQUtpsv41F/Jl4UgpT6v0CbkV5KXs+nEq/1E/Y5zOYgEe2E9Pjqno9pi2opF9PzBYzPx/9mZ7BPekU2Kn6DUrPwo7PoOMEaH7hATwWi+SRufFsT8nl3aldGdVFteE3Zs0j25E98iuaW7JJ/vImm17YnRwzmVPFp4g7HWezfTYW8xPn46HzqNdpJM9mn+Lke0OILVrL9lb30PPhBXh6+9Xb8WxJJf16siF9AxklGTU/y9/yARjLrP3yL0BKyctLj/zZD39ij3AbRqs4SscrRhLX9mF6lG1lx0+2m+h+WOQwvPXeTndBt8RQwqoTqxgVNare5sDNSDmK4YthRBhPsK/fR/S75U2HdsG8XI0n0kbmpyM/0cKzBUMiLt0DB4CiTNj1FXSdDkEXnsbti00pfL/tBLdfGaX64TcxfWc8yx6vwfRJ/thm5Zjdde6Mjh7NmpNrKKwstMk+G4PlqcspN5XX2wXc1CO7cflhFB6ylPTx8+gx4jJmvmsgVNKvB0dzjxJ3Oo7rO1xfs3ofm94BaYHBT1zw6d/3pfPmigTGdWvB06M72DhaxdGERkO7O78nXRtGi7X32Wyu3Sltp1BprmRZyjKb7K8xWJC4gBj/GLo062LzfR+L+4OAeeORCAquW1SvBfTqk0r69WDOsTm469yZGFODeh95qbD3B+g1E/xb/ePpPSfzeOK3g/SLDuSdqV1VaYUmysvHH6b9iKs0kDfrRkzGupdIbh/Qno6BHZmfON8pLugm5CVwOPcwk2Mm16y+1WU4vncDYUuup1h4Y5q5glYdalg0sQFSSd/GCisLWZ6ynNFRo/Fx8al+gw1vgkYHAx/7x1Pp+WXc9eMewvzd+e+NvXDV1aCEg9JoRbbvydHYl+lgPMLu7x+3yT4ntZnE8fzjHM07apP9NWQLEhfgonFhTPQYm+43KX4roYuvp1Djg8vtK2kR1d6m+7c3lfRtbFHSIirMFcxoP6P6lXMS4MBc6HMH+Py1J05ppbWAWqXJwlc3x+LroeaydQaxY+9il99o+qZ/b5N5dkdGjcRF48LCpIV1D64BqzRXsjRlKUNbDsXX1bf6DWoo9chuAn+/jjI80NyyhOCwKJvt21FU0rchi7Qw99hcegT3oF1Au+o3WP8auHjBgIf/uh+L5OG5+zl+uphPr+9Jm+DLnxdXabw63/5f0rThhK57kLPZaXXal6+rL0NbDmV56vImPavW+lPrKTYUMyFmgs32mZFyFO95UzCix3zzIppH1uB/uhFQSd+GdmTu4FTxqZqVXMjcB0cXQ7/7wDPwL099uPY4q4+c5rkxHblKlVdwOh5evlgmf4OXLCXz+5lYzHWrmDmhzQQKKwtZn7beRhE2PAuTFxLqGUrf0L422V9eTgaWHyehw0T59PmERddgrE0joZK+Df1y7BcC3AIYHjm8+pX/eBXc/a1J/zzrjp7moz+SmBYbzi39W9VPoEqDF9WpL/Gdn6RrxR52zXm1Tvvq27wvIR4hTbYsw+nS02zP3M7Y6LE1K11ejfLSYs58OZEgyxmyR31HZPueNoiy4VBJ30YySzLZlL6JyTGTcdFWMynCyW2QtBaufBjc/nex91RuGQ/P3U/nMB9eHt/Z5j0QlMalz+RH2OfRnx7HPyb1yO5a70er0TKu9Ti2Zm4lpyzHhhE2DEtSlmCRlj8nkakLk9HAsU+nEmM8zpH+H9C+7zV1D7CBUUnfRn49/isAU9tOvfSKUsK6V8ArBHrf8efiCqOZu3/aA8DnN/TCTa966jg7odHQcuZXlAgPLPPvoLKirNb7Gt9mPBZpYUnyEhtG6HhSShYlLaJncE9a+tR9Gsq4rx+ge9l2dnd8kp4jbrJBhA2PSvo2YDAbWJC4gMHhg2nuVU09nOR1cGobXPVvcLEOE5dS8tzCQxzJKuLD6d2JCKif4eNK4xMYEk7alW/R2pzK3lkXHrxXE5E+kfQM7snCpIVNqs9+/Jl4ThSdsMlZ/u4F/+GK03PYGTSFvtc9WffgGiiV9G1g9cnV5FXkcV37ai7gnjvL92sJPf83fHteXBq/7knnwavbcHX7hjXhguJ43YfNYFfAWPpm/siRHStrvZ/xbcZzougE8WfibRidYy1MWoi7zp1rWtWtGSZh52q6xb/EQdce9LrzcxtF1zCppG8DcxPm0sqnFVc0v3gNfACOLoGs/TDoSdBZ2/2Tcop5YfFhBrQJ5KFhF667oyidbv2ELE0wfqseqPXE6iNajcBd586i5KZxQbfcVM7KEysZHjkcT71nrfeTfSqRoBW3k6MJpuWdc+0+Ubm9qaRfRwl5Cew/s59p7aahEZf4dVrM1n75gTHQ1fqNoMJo5v7Z+/B00fHBtO5oVYkF5SI8vf0oHvUpIZYzHP3uvuo3uNA+9J4MjxzOytSVlJvKbRyh/a07tY5SY2mdmnYqK8oo+uF6XKUB83WzG9zUhvVBJf06mpNgrbMzvs34S6948Dc4kwBXPwNaaxG2N5YfJSG7mHendiPYpwbz5ypOrX2f4ewKv4U+BcvZu+rHWu1jQpsJlBhLWHdqnY2js7+FSQsJ8wqjV0ivWu9j/9f30dZ0nMT+bzW5rpkXo5J+HRQZiliWsqz6OjtmI2x4HUK7QAfrh8Pqw9nM2n6S266MUtMdKjXW6+Y3SdK2Jmr70+TlZFz+9iG9CPMKa/RlGTJLMtmVtYvxrcdf+hv2JcQt/i99zy5gR+gNjbJEcm2ppF8HS5KXUGGuqH4E7r4fIf8EXP0caDRkFZbz+PwDdA7z4fGRTWNot2IfLq5uaCd9jqcsJeXHBy57e43QML71eHZl7SKzJLMeIrSPxcmLkUjGth5bq+1PHI2j457nOaLvTOxtH9o2uAZOJf1aklIyP3E+nQI70SHwEjXujeWw8R2I6Asx12CxSB77NR6DycJH03uoypnKZYvq1Jc9kbcTW7yOfat/uuztx7UZh0Q22gu65/rm9wntQ7j35c8gV15aDL/eQplwJ/jW2U3+wu3fqaRfSwfPHiQxP5EpbadcesXd30BxpvUsXwh+2H6CrUm5PDemI9FBqpCaUju9bniZFE0rwrc9S2HemcvaNswrjL6hfVmUtAiLtN28vPay5/Qe0kvSq7+OdhEHvr2fVpY0sq7+kGYtIm0cXcNX66QvhIgQQqwXQhwVQhwWQjxUtTxACLFGCJFYde9/3jZPCSGShBDHhBAjbPECHOW347/hrnNnVNSoi69UWQxb3ofoIRA1kKScEt5YkcCQdkFM7x1hv2CVJsfF1Q3L+E/xl4Uc/+Hym3nGtxlPRkkGe07vqYfo6tei5EV46j0Z1nLYZW+7b/VP9M1dyI7QG+hyVQ0mOWqC6nKmbwIelVJ2AK4A7hNCdASeBNZJKWOAdVWPqXpuOtAJGAl8JoRolG0bJYYSVp5Yyeio0ZfuH7zjcyjLhaufw2i28Oi8/Xi4aHlrcldVV0epszbdrmR3+M30LljBgfW/Xda2wyKH4an3bHQXdMuMZaw6sYoRrUZc9sTnORmpRG17giRta3re+n49Rdjw1TrpSymzpJR7q34uBo4CYcB4YFbVarOACVU/jwfmSCkrpZSpQBLQp7bHd6Rzky9fsmmnLA+2fQztx0B4Lz5bn0x8eiGvTeyiumcqNtPjxtc5qYkgeOMTlzVoy13nzshWI1lzcg2lxtJ6jNC21p5aS7mpnPGtL69px2wycWbWTFykEdfp3+Hi6rz/gzZp0xdCtAJ6ADuBECllFlg/GIBz/RHDgPNnhEivWnah/d0phIgTQsSdOXN57ZX28Nvx32jn345OgZeosb31P9bmnSHPcDC9kI//SGRC9xaM7lJNbR5FuQxu7p6Uj/4PwTKXIz88XP0G55nQZgLlpnJWn1hdT9HZ3uLkxYR7hdMjuMdlbbdr9kt0MsRzuNszRMR0q6foGoc6J30hhBcwH/iXlLLoUqteYNkFKz9JKb+UUsZKKWODghrWJCKHcw9zNO8ok9teYvLl4tOw8wvoMhVDYHse+zWeQC8XXhrX2b7BKk6hfexQdoVOp2/uQg5trXkVzW5B3Yj0iWRJSuOovJldms2urF2MbT32sppHE/dtIjb5U/Z6DSJ2wuVf/2hq6pT0hRB6rAn/ZynlgqrFp4UQzauebw6cK+CdDpx/9TIcaHQdhecfn4+b1o1ro6+9+Eqb3wWzAQY/yafrkzh2upjXJ3ZR89wq9abbze+QIULwXfs4FeU1a64RQjA2eiy7s3c3ij77S1OWWvvmR9e8b35FeSkuS+4lT/jR+v++QWhUh8W69N4RwDfAUSnl+VdFFgPnhrfNBBadt3y6EMJVCBEFxAC7ant8RygzlrE8dTnXtLrm4iNwC05B3HfQ8yaOGoL4dH0SE7q3YGiHpl/TQ3Ecd09v8oa8RYTMZN/s52u83ZjWYwAafJ19KSVLk5fSI7gHET417/m274fHibSkcXrwO/gGNKxWA0epy8feAOAm4GohxP6q22jgTWC4ECIRGF71GCnlYWAecARYCdwnpazb5J92tvLESkqNpZe+gLvhLRAaTFc+xr9/i8fPQ88LY5vO/JpKw9XlqonE+Qyj16nvOJmwt0bbhHmFERsSy5KUJQ26zv6RvCMkFyZf1gjchLh19Mn8mV0BY+k6eHI9Rte41KX3zhYppZBSdpVSdq+6LZdS5koph0opY6ru887b5jUpZWspZTsp5QrbvAT7mX98Pq19W9M9qPuFVzibCPGzofftfBlfyaGMIl4e3xl/T+ca8ac4TtQN/6FcuFE6/4EaT6g+rvU4Thad5MDZA/UcXe0tSV6CXqPnmsia1c2vKCvBY/kDnBHN6DDzo3qOrnFRDVw1dCzvGAfOHrj0Bdz1r4HOndT2d/Lh2kRGdQ5VvXUUuwoMCedYl8fpaDxE3MKaJbvhkcNx07o12CYeo8XIitQVDI4YjK+rb4222T/rMVpaMjhz9Xt4+wbUc4SNi0r6NTQ/cT56jf7iF5GyDsDh35FX3MOTq7Jw02l4abxq1lHsr/fEBzni0oX2B9/hbHZatet7uXhxdcurWZG6AoPZYIcIL8+2jG3kVeQxrvW4Gq2fsHM1fbLnsDNwAl2uql2phqZMJf0aqDBVsDRlKcMjh+Pn5nfhlf54Fdx8WeQxiZ2peTw1ugPB3s47AERxHKHR4Dn5E9xkJSdm/6tG24xrPY4iQxGb0jfVb3C1sDh5Mf6u/gwIG1DtuuWlxXiufIjTohmdZn5Y/8E1Qirp18DaU2spNhQzOeYiF4NO7YTEVZT1eYCX1mQQG+nPdbGqto7iOJHturOn5a3EFq3lwIb51a7ft3lfgtyDWJy82A7R1VyRoYgNaRsYFTUKvab6Ls/7f3qSCJlJ7rD38fLxr3Z9Z6SSfg2cm6EnNjT2n09KCX+8Ap7BvHpmIMUVJl6b2AWNmvpQcbAe179EmmhB4ManqCgrueS6Oo2Oa6OvZXP6ZvIqajcHb31YfWI1BouhRk07yQe20TtzNrv8r6XzlTVrCnJGKulX488ZetpcZIaelA1wYjOpHe9h9r5c7rgqmnah3naPU1H+zs3dk8JhbxMmT7PvlxerXX9s67GYpIkVqQ2nY92S5CVE+0bTMbDjJdczm0xYFj9IofCm3Y0f2Cm6xkkl/Wqcm2jiggWepIR1LyN9wrn7aBciAtx58OoYO0eoKBfXecBY4ryH0vPU92SkHL7kum3929I+oH2D6cWTVpTG3py9NSq7sHvem8SYEknt/ZxTTG5eFyrpX4JFWqwz9DTvQwuvFv9c4dhyyNzL2uBbOXbWwCvjO+Pu0iirRStNWOSM9zGi4+y8h5CWS0+aMq71OA7nHia5INlO0V3c0pSlCARjosdccr3sU4l0PfYR8W696TXqNjtF13ippH8JcdlxZJRkMKHNhH8+aTHDH69i8IvmwYT2XNu1OYPbqQnOlYYnqEUrDrW9l24Vu9m/dvYl1x0VNQqt0Dr8bF9KyZKUJfQJ7UOoZ+jF17NYOP3LfQAEz/hU1dapAfUbuoSFSQvx1ntfeIaeQwsg5whfaK5Dp9XzwphLtzkqiiPFTnuSVE0rmm970TpH7EU0c2/GgLABLE1ZitniuCop8WfiSStOq7bswt6V39GtfCcH2t5P88h2doqucVNJ/yJKDCWsObmGkVEjcdP9rb+92QjrX6PQpx3vZ3bi8ZHt1MQoSoOm07tQfs1bhHKG/bOfveS6Y1uP5XTZaXaf3m2n6P5pcfJi3LRuDIu8+JSIhflnidz1MonaNsROe9KO0TVuKulfxKoTq6gwV1y4aWf/z5Cfyktlk+gU5sf1fZ1vcmWl8el4xUh2+46gV/qPpCXGX3S9weGD8dZ7szjJMX32DWYDK0+sZGjk0EtOR5ow+wkCZCGM/RCdXtW3qimV9C9iYdJCon2j6dKsy1+fMFbAxrfJ8OrMgpLOvDSuM1rVJ19pJKJmvEeFcKXgt39d9KKum86Na1pdw9pTaykzltk5QtiYvpFiQzHjoi/e1z75wDZic+azO2giMd0H2jG6xk8l/QtIKUxh/5n9TGgz4Z9dxeK+haIMniiYwOSeEfSKVKP+lMajWWgER9s/SJfKvexbNeui641rPY5yUzlrT621Y3RWi5MXE+QeRN/mfS/4vMVsxrDkUYqEN+2vf9vO0TV+KulfwKKkRWiF9p8XkSqLkZvf47BrD+K1XXlilLpwpDQ+vSY/SrI2mvCdL1NaXHDBdXoE9yDcK9zuZRnyKvLYkr6Fa6OvRau5cPfnPUs+p4PxCInd/q0mRqkFlfT/xmQxsSR5CQPDBtLMvdlfn9zxX0TZWZ4pmshDw2JUQTWlUdLpXTCOfIdg8jgw+5kLriOEYFzrcezK2kV2abbdYluZuhKTNF20b35h/lla73+LBF0HYsfdZ7e4mhKV9P9mW+Y2zpSf+ecF3LI85LaP2KztTWlQd2b2b+WI8BTFJtr3HsYuv9HEZv7CyaN7LrjOmNZjkEiWpiy1W1zLUpfR1r8t7QIu/C064efH8ZXF6Ma+h0arBkLWhkr6f7MwaSH+rv5cFX7VX5/Y9hFUFvNa2WReGtcJvVb96pTGrc3171Iu3Cha+NgFL+pGeEfQM7gnS5LtM5XiqaJTHDhzgGujr73g88kHthF7ZgFxQRNp0636MsvKhanMdZ78inzWp61nTOsx6LXnlXEtPo1lx39ZaulH68596d+m2cV3oiiNREBwGEfa3UeXyr0XHak7tvVYUgpTOJx76bo9trAsdRkCweio0f94zmI2Y1zyKIXq4m2dqaR/nuWpyzFZTP9s2tn0DtJk4FM5jaev7eCQ2BSlPvSa/BgnNBEEb3+ZivLSfzx/TatrcNG41PsFXSkly1KWERsae8GyC3GLP6O98QhJ3R5XF2/rSCX98yxMWkjHwI609W/7v4V5qVjivmOOaTBjhlxJmJ+74wJUFBvTu7hSPPg1a/nlea/943kfFx+GtBzCytSVGC3GeovjcO5hThadvOAF3ML8s7SJf5sEfUdix91bbzE4C5X0qyTkJZCQl/CPs3zL+tcxSg3zPK/n9oHRjglOUepRl6vGs89jAN1SviYnI/Ufz4+JHkN+ZT7bMrbVWwzLUpah1+gvWHbh6Own8ZXF6NXFW5tQSb/KwqSF6DX6v7YnZh9CHPyVb00juH10f9z06g9OaZqCp7yHFgun5v77H88NaDEAP1e/euvFY7KYWJ66nEHhg/Bx8fnLcyeP7iE2Zz5xzcbTumv/ejm+s1FJHzCajSxLWcbQlkPxdfX9c7lp7csU48H25jcxpmtzB0aoKPUrLLoDe8NvILZoDQm7/zoKV6/VM7LVSNanrafEcOlpF2tjZ9ZO8iry/tG0Iy0WChf9mzLhTtvpb9r8uM5KJX1gU8YmCioL/joP58nt6JJW8blxLI+M61vtzD2K0th1nf4SOQSgXfUkFvNfyyqPaT2GSnNlvZRlWJqyFG8XbwaG/7WGTvz6eXSt2MORtvfgH6ROumxFJX2s83A2c29Gvxb9rAukpHLlc5yW/uR2vpXuEX4OjU9R7MHT249TPZ8gxpTInkWf/OW5rs26EuEdwdJk2zbxlBnLWHdqHddEXoOL9n+VMg2VFQRueYlTmjB6TXncpsd0dk6f9AsqCtiYvpFro65Fp9FZFyauxjVrN5/LiTw8uptjA1QUO+o15k4S9B2JPvAeRQW5fy4Xwjpt4a5s25Zl2JC2gXJT+T8GZO397S0iZCb5A19C7+Jqs+MpKumz4sQKTBbT/4qrWSyUrXieE5YQ/AbcQXNf1UVTcR5Co0F77dv4yyKO/PLXujxjoq1lGVakrrDZ8ZamLCXUM5ReIb3+XJZ7Op1Oxz8n3q033YZMtdmxFCunT/pLkpfQzr/dn7U+LAd/wyM/gW/0M7hzSNtqtlaUpiem+0DiAkbTK3sep47v/3N5S5+WdA3qarNePHkVeWzL3MboqNFoxP9SUdLcp3DDgN/Ed21yHOWvnDrppxSmcPDswf+d5ZsMlK96mSOWSLqNug0PF51jA1QUB2k9/W0qcCF/wWN/WT4megzH849zLO9YnY+xMnUlZmn+S9NO8oFt9M5dwp6QyUS2617nYyj/5NRJf2nyUjRC8+cfnWH393iWpTHP9/+Y1DPCwdEpiuMEhoRzuO09dKvYTfwfc/5cPrLVSHRCx7KUZXU+xrmKmudGwEuLhYqlj1MovOgw/fU671+5MKdN+hZpYUnKEvq36G+tm28oxfjHm+y0tGf0xJvQqCkQFSfXc8oTnNKEEbD5JQyVFQD4u/lzZdiVLEtdhtlirmYPF5dWlPaPipr7Vv9AJ8NBjnd8UNXXqUdOm/TjsuPILs1mfOvxABRv/BhPYy6bIu6lT3Sgg6NTFMdzcXWjYODLRMhM9s7735n3ta2vJacsh92nd9d630tTl/6lomZFeSmhO18nVRNJr4n/qmvoyiU4bdJfnLwYL70XgyMGQ1keuu0fsc7Si+smqd4CinJO1yFT2O9+BZ2TvuRsdhoAg8MH46n3rHWffSkly1OW/6Wi5v75b9NCnqZk8Evo9C7V7EGpC6dM+mXGMtacXMOIViNw07lxduWbuJrLSO36MC0DPRwdnqI0KAET38IVA8nzngbATefG8MjhrD21lnJT+WXv73DuYU4UneDaKGvTTsHZbDomfUm8W2+6XDXRprEr/+SUSf+PtD8oM5VZe+0UZeJz8DuWiYFMvXako0NTlAanZdvu7AmeRGzuElIP7wRgbPRYSo2lbEzbeNn7O1dRc3ir4QAkzHsOT1mOz7g3bBq3cmFOmfSXJC8hzCuMHsE9yFr8EljMlA14Al93ffUbK4oT6jD9NUqEB6WLH0daLMSGxhLiEcKSlCWXtZ+/V9RMSzpIr9Pz2RM4hqiOvespeuV8Tpf0T5eeZkfWDsa2Hos8m0xw0jwW60cyYUg/R4emKA2Wb2AIR9vdR+fK/cT/MReN0DA6ejRbM7aSV5FX4/2cq6h5rtfOmd+fwoiO6Gmqi6a9OF3SX5a6DIu0MDZ6LJm/P0uF1OM9/ElcdapWvqJcSq/Jj3FKE0bg1pcxVFYwNnosZmlmZerKGu9jWcqyPytqHt25ip6lm4lvdSvNQlvWY+TK+Zwq6UspWZy0mO5B3QkpOENE5kqWekxkeO8ujg5NURo8vYsr+Vc+b+3COf9dYvxjaOffrsYDtcqMZaw9tdZaUVPo0a55lhwC6Db16XqOXDmfUyX9o3lHSS5MZmzrsZz+/WnypRdR455UA7EUpYa6Dp7GQdeedDz+GQVnsxkTPYYDZw9wovBEtdueX1Fz74pvaWs6zoluD+Ph5VvttortOFXSX5K8BL1GT/9Kd1rm72B1wA306RDl6LAUpdEQGg1e49/GU5ZxbO4zjIoahUCwLLX6s/1zFTU7+3agedxbpGha0Wusmujc3pwm6RstRpanLmdwxGDEytfJlAH0nPJY9RsqivIXUR17E9dsPL1yFlCRlkHf5n1ZmrwUKeVFtzlXUXNU1Cji579DC5lD6eAX0epUUUN7c5qkvy1jG3kVeQwyNyOs7Ajbwu8gJizY0WEpSqMUc93rlONKwaInGBM9hvSSdOLPxF90/VUnVmGWZgb591MDsRzMaZL+4uTF+Lv603PnL6TIFgyc+qCjQ1KURisgOIzDMXfRrXwXoWmluGndLllnf2nKUmL8YzCu/FYNxHIwp0j6hZWFbEjbwEB9SyIMpzjc/kFC/LwcHZaiNGo9pjxBugglZPMbDAofxMoTKzGajf9Y71xFzSt9YtVArAbAKZL+6pOrMVgMjE7cxWFaM2Ti7Y4OSVEaPVc3D85c8TStLKdol2WksLKQLRlb/rHeuYqaXfZstg7EmvKaA6JVznGKpL8keQkRGl/6V5wmM/ZxvNxUuQVFsYXuw2/isEsXJhxbgJ+L3z/KMpyrqNnRI5rhxduIj7yFZi0iHRStAk6Q9E8VnWJfzj6uPZvNXm1XBo+a5uiQFKXJEBoNrte+RaAspmeZBxvTNlJkKPrz+XMVNa9KP2kdiDXtmUvsTbGHJp/0l6QsQQBTSvKoHPQcem2Tf8mKYldtug0gzn8UM0/vx2AxsPbk2j+fW5ayDB1abixOVQOxGogmnQEt0sKixIX0LjeQoruCfgOHOzokRWmSoqe9SbtKSahJ92cvHpPFxIrU5fQtNXCWSDUQq4Fo0kl/X84+ssqyGV9cjPfolxBClVtQlPrQrEUkB6L+j8nFZ9mdvZuskix2Zu0ktyKPKSV5aiBWA9Kkk/6vB37C3WLBUzOQzt1UFzFFqU89pj1L3xI3AJYmL+H3o7/hbbbgZ+mkBmI1IHZP+kKIkUKIY0KIJCHEk/V1nApTBX9k/MHQ0graTHy5vg6jKEoVNw8vzD0ep3tFJXPjf2BD+h8MKy0jcNybjg5NOY9dk74QQgt8CowCOgIzhBAd6+NYv+38lnJhoY2uN5HR7erjEIqi/E2vUbfRu8yb07KQSmGhjaabGojVwNj7TL8PkCSlTJFSGoA5wPj6ONDKw98RYjIzbuK79bF7RVEuQGg09O/3IjopCTaZGTnhA0eHpPyNva+shAFp5z1OB/r+fSUhxJ3AnQAtW17+jDpGQyW+wpNWukiCQsJrGaqiKLURe8VYJiXOI8CnBcFhqnR5QyMuVQ7V5gcTYiowQkp5e9Xjm4A+UsoHLrZNbGysjIuLs1eIiqIoTYIQYo+UMvbvy+3dvJMORJz3OBzItHMMiqIoTsveSX83ECOEiBJCuADTgcV2jkFRFMVp2bVNX0ppEkLcD6wCtMC3UsrD9oxBURTFmdl9iJyUcjmw3N7HVRRFUZr4iFxFURTlr1TSVxRFcSIq6SuKojgRlfQVRVGciEr6iqIoTkQlfUVRFCeikr6iKIoTUUlfURTFiaikryiK4kTsWmWzNoQQZ4CTtdy8GXDWhuE0Buo1Owf1mp1HbV93pJQy6O8LG3zSrwshRNyFSos2Zeo1Owf1mp2HrV+3at5RFEVxIirpK4qiOJGmnvS/dHQADqBes3NQr9l52PR1N+k2fUVRFOWvmvqZvqIoinKeJpH0hRAjhRDHhBBJQognL/C8EEJ8VPX8ASFET0fEaUs1eM2DhRCFQoj9VbfnHRGnrQghvhVC5AghDl3k+ab4Hlf3mpvUewwghIgQQqwXQhwVQhwWQjx0gXWa1Htdw9dsu/daStmob1inXUwGogEXIB7o+Ld1RgMrAAFcAex0dNx2eM2DgaWOjtWGr/kqoCdw6CLPN6n3uIavuUm9x1WvqTnQs+pnb+C4E/w/1+Q12+y9bgpn+n2AJCllipTSAMwBxv9tnfHAD9JqB+AnhGhu70BtqCavuUmRUm4C8i6xSlN7j2vympscKWWWlHJv1c/FwFEg7G+rNan3uoav2WaaQtIPA9LOe5zOP39hNVmnManp6+knhIgXQqwQQnSyT2gO09Te45pqsu+xEKIV0APY+benmux7fYnXDDZ6r+0+MXo9EBdY9vcuSTVZpzGpyevZi3UYdokQYjSwEIip78AcqKm9xzXRZN9jIYQXMB/4l5Sy6O9PX2CTRv9eV/OabfZeN4Uz/XQg4rzH4UBmLdZpTKp9PVLKIillSdXPywG9EKKZ/UK0u6b2Hlerqb7HQgg91uT3s5RywQVWaXLvdXWv2ZbvdVNI+ruBGCFElBDCBZgOLP7bOouBm6uu+l8BFEops+wdqA1V+5qFEKFCCFH1cx+s73Wu3SO1n6b2HlerKb7HVa/nG+ColPL9i6zWpN7rmrxmW77Xjb55R0ppEkLcD6zC2qvlWynlYSHE3VXP/xdYjvWKfxJQBtzqqHhtoYaveQpwjxDCBJQD02VVN4DGSAjxC9YeDM2EEOnAC4AemuZ7DDV6zU3qPa4yALgJOCiE2F+17GmgJTTZ97omr9lm77UakasoiuJEmkLzjqIoilJDKukriqI4EZX0FUVRnIhK+oqiKE5EJX1FURQnopK+oiiKE1FJX1EUxYmopK8oiuJE/h+2rQH63S+TagAAAABJRU5ErkJggg==\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -560,20 +493,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "04dc786c", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAswAAAINCAYAAAAqZSkLAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/GU6VOAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3yT1f7A8U929960QKGssqcCMlSWCogLxxXB7XWBW+/w6u+quLdXcaHixIGiIkNEmcreUFaB7kH3yH5+f6QNFAotbdokzff9sq+Q5ElycnyS55vzfM/3qBRFURBCCCGEEELUS+3uBgghhBBCCOHJJGAWQgghhBDiDCRgFkIIIYQQ4gwkYBZCCCGEEOIMJGAWQgghhBDiDCRgFkIIIYQQ4gwkYBZCCCGEEOIMJGAWQgghhBDiDLTubkBbYLfbyc7OJjg4GJVK5e7mCCGEEEKIkyiKQnl5OQkJCajVZzdmLAGzC2RnZ5OUlOTuZgghhBBCiAZkZGSQmJh4Vo+RgNkFgoODAcf/gJCQEDe3RgjPs337dsaNG8fSpUvp06ePu5vjVtIXwtfIPi88RVlZGUlJSc647WxIwOwCtWkYISEhEjALUY+uXbvy7LPP0rVrV5//jEhfCF8j+7zwNE1Jn1UpiqK0QFt8SllZGaGhoZSWlsqXgRBCCCGEB2pOvCZVMoQQLa6srIwlS5ZQVlbm7qa4nfSF8DWyz4u2QAJmIUSLO3DgABMmTODAgQPuborbSV8IXyP7vGgLJCXDBSQlQ4gzM5vN5OfnExMTg16vd3dz3Er6QpwNRVGwWq3YbDZ3N6XJzGYzRUVFREREyD4vWpxOp0Oj0dR7X3PiNZn0J4RocXq9/qxL+LRV0heiscxmMzk5OVRVVbm7KS6RlZXl7iYIH6BSqUhMTCQoKMilzysBsxCixR09epSnn36af/7zn7Rv397dzXEr6QvRGHa7nfT0dDQaDQkJCej1eq9dGMtsNlNQUEB0dLSMMIsWpSgKBQUFZGZm0qVLl9OONDeFBMxCiBZXVVXF5s2b28xIWXNIX4jGMJvN2O12kpKSCAgIcHdzmkVRFEwmEzqdDj8/P3c3R7Rx0dHRHD58GIvFIgGzEMK7dO/enQ0bNri7GR5B+kKcjbNdvtcT+fv7k5qa6u5mCB/RUmdivP+TKIQQQgghRAuSgFkI0eK2b99OdHQ027dvd3dT3E76Qviaqqoqtm7dKmlIrej3339HpVJRUlJyVo8zm82kpKSwZs2almlYMz344IPce++9bnltCZiFEC0uJiaG+++/n5iYGHc3xe2kL0SrstsgfRXs+MZxaW/58nQzZsxgypQpzus6nY7Y2Fh0Ol2922/ZsoWJEycSExODn58fHTt25Oqrr6awsLDF2+ppRo8ezaxZs9z2+u+++y4dOnRg+PDhABw+fJibb76Z5ORk/P396dy5M//5z38wm811Hnf06FEmTZpEYGAgUVFR3Hvvvadss2PHDkaNGoW/vz/t2rXj//7v/zixsvF3333H2LFjiY6OJiQkhKFDh7JkyZI6z/Hwww8zd+5c0tPTW6gHTk9ymIUQLS4uLo7HHnvM3c3wCNIXotXsXgiLH4Gy7OO3hSTAhOcgdXKrNUOn0xEfH1/vffn5+YwZM4ZJkyaxZMkSwsLCSE9PZ+HChc0akTabzadU5FAUBZvNhlYroc/pvPHGGzzxxBPO63v37sVutzNnzhxSUlLYuXMnt956K5WVlbz44osA2Gw2LrnkEqKjo1m9ejXHjh1j+vTpKIrCG2+8ATjqH48dO5bzzz+fDRs2sG/fPmbMmEFgYCAPPPAAACtXrmTs2LE888wzhIWFMXfuXCZNmsRff/1F//79AceAw7hx43jnnXd47rnnWrdzFNFspaWlCqCUlpa6uylCeKTy8nJl1apVSnl5ubub4nbSF6Ixqqurld27dyvV1dVNe4JdPyjKf0IV5T8hJ/2FOv52/eDC1tY1ffp05dJLL3Vet1qtSllZmWK1Wk/ZdsGCBYpWq1UsFssZn3PXrl3KRRddpAQGBioxMTHK9ddfrxQUFDjvHzVqlHLXXXcp9913nxIZGamMHDlSWbFihQIoixcvVgYOHKjodDrlt99+Uw4cOKBMnjxZiYmJUQIDA5VBgwYpy5Ytq/N6HTp0UJ5++mnlxhtvVIKCgpSkpCRlzpw5dbbZvn27cv755yt+fn5KRESEcuuttzb4uT7T+5g+fboC1PlLT0+v93nmzZunDBw4UAkKClJiY2OVa6+9VsnLy3PeX/vei4uLz9ieE23atElRq9UNxjLPP/+8kpyc7Ly+aNEiRa1WK1lZWc7bvvjiC8VgMDif63//+58SGhqqGI1G5zazZ89WEhISFLvdftrXSk1NVZ588sk6t3300UdKUlLSaR9zps9Oc+I1SckQQrS4ffv2MWLECPbt2+fuprid9IVocXabY2SZ+hbyrblt8aOtkp4BYDQaSUtLw2g0nnJfXFwcVquVBQsW1Dk9f6KcnBxGjRpFv3792LhxI4sXLyYvL4+pU6fW2e7jjz9Gq9WyZs0a5syZ47z94YcfZvbs2ezZs4c+ffpQUVHBxRdfzK+//sqWLVsYP348kyZN4ujRo3We76WXXmLQoEFs2bKFO++8k7///e/s3bsXcORlT5gwgfDwcDZs2MDXX3/Nr7/+yt13333afmjofbz22msMHTqUW2+9lZycHHJyckhKSqr3ucxmM//973/Ztm0b33//Penp6cyYMeO0r90YK1eupGvXrg2ugFdaWkpERITz+rp16+jVqxcJCQnO28aPH4/JZGLTpk3ObUaNGoXBYKizTXZ2NocPH673dex2O+Xl5XVeC2DIkCFkZGRw5MiRs32LzXPWIbY4hYwwC3Fm1dXVyt69e5s+WtaGSF+IxmjWCPOhlfWMLNfzd2il6xuunDrCbLPZlOrqasVms9W7/T/+8Q9Fq9UqERERyoQJE5Tnn39eyc3Ndd7/73//Wxk3blydx2RkZCiAkpaWpiiKY4S5X79+dbapHWX9/vvvG2xzamqq8sYbbzivd+jQQbn++uud1+12uxITE6O8/fbbiqIoyrvvvquEh4crFRUVzm1+/vlnRa1W12n7iRr7PmbOnNlge0+2fv16BXCOcDdlhHnmzJnKBRdccMZtDhw4oISEhCjvvfee87Zbb71VGTt27Cnb6vV65fPPP1cURVHGjh2r3HrrrXXuz8rKUgBl7dq19b7W888/r0RERNQZOVeU4zHX77//Xu/jZIRZCOG1/Pz86NatmyxagPSFaAUVea7drpnUajV+fn6nrSn99NNPk5ubyzvvvENqairvvPMO3bt3Z8eOHQBs2rSJFStWEBQU5Pzr3r07AAcPHnQ+z6BBg+p9/pNvr6ys5OGHHyY1NZWwsDCCgoLYu3fvKSPMffr0cf5bpVIRFxdHfn4+AHv27KFv374EBgY6txk+fDh2u520tLR629HY99EYW7Zs4dJLL6VDhw4EBwczevRogFPew9morq4+4/dSdnY2EyZM4KqrruKWW26pc199tY8VRalz+8nbKDVnFOp77BdffMETTzzBV199dcoEaX9/f4BWr7oiAbMQosVlZmZy//33k5mZ6e6muJ30hWhxQbGu3a6ZzGYzGRkZp1RNOFFkZCRXXXUVL730Env27CEhIcE5qcxutzNp0iS2bt1a52///v2MHDnS+RwnBq8nOvn2hx56iG+//Zann36aVatWsXXrVnr37n1K+06u6qFSqbDb7cCpweDJ29Wnse+jIZWVlYwbN46goCA+/fRTNmzYwIIFCwDO2McNiYqKori4uN77srOzOf/88xk6dCjvvvtunfvi4uLIzc2tc1txcTEWi4XY2NjTblP746N2m1pfffUVN998M/Pnz2fMmDGntKWoqAhwrOjXmiRgFkK0uLKyMpYsWUJZWZm7m+J20heixXUY5qiGwelWPFNBSDvHdq3AZrNRWlqKzda4nGm9Xk/nzp2prKwEYMCAAezatYuOHTuSkpJS5+90QfKZrFq1ihkzZnDZZZfRu3dv4uLiTptHezqpqals3brV2UaANWvWoFar6dq1a72Pacz70Ov1DfbT3r17KSws5Nlnn2XEiBF0797dGXw2R//+/dm7d+8pueRZWVmMHj2aAQMGMHfu3FPOFAwdOpSdO3eSk5PjvG3p0qUYDAYGDhzo3GblypV1AvqlS5eSkJBAx44dnbd98cUXzJgxg88//5xLLrmk3nbu3LkTnU5Hz549m/uWz4oEzEKIFpeamsquXbtkeVykL0QrUGscpeOAU4PmmusTnnVs18LefPNNJk6cSK9evZyn0k/0008/cf311/PTTz+xb98+0tLSePHFF1m0aBGXXnopAHfddRdFRUVce+21rF+/nkOHDrF06VJuuummRgfhJ0pJSeG7775j69atbNu2jeuuu845ctxYf/vb3/Dz82P69Ons3LmTFStWcM899zBt2rRTRkxrNeZ9dOzYkb/++ovDhw9TWFhYb7vat2+PXq/njTfe4NChQyxcuJD//ve/Z2xvVlYW3bt3Z/369afd5vzzz6eyspJdu3Y5b8vOzmb06NEkJSXx4osvUlBQQG5ubp3R4nHjxpGamsq0adPYsmULy5cv58EHH+TWW291TiC87rrrMBgMzJgxg507d7JgwQKeeeYZ7r//fueI/BdffMENN9zASy+9xLnnnut8ndLS0jrtXLVqFSNGjKh3f2pJEjALIYQQbU3qZJj6CYScVP84JMFxewvWYbbb7c5ax4WFhWfMz01NTSUgIIAHHniAfv36ce655zJ//nzef/99pk2bBkBCQgJr1qzBZrMxfvx4evXqxcyZMwkNDT1tXvSZvPLKK4SHhzNs2DAmTZrE+PHjGTBgwFk9R0BAAEuWLKGoqIjBgwdz5ZVXcuGFF/Lmm2+e9jGNeR8PPvggGo2G1NRUoqOj681Jjo6O5qOPPuLrr78mNTWVZ5991pm+cjoWi4W0tLQz5v1GRkZy+eWX89lnnzlvW7p0KQcOHOC3334jMTGR+Ph4518tjUbDzz//jJ+fH8OHD2fq1KlMmTKlTptCQ0NZtmwZmZmZDBo0iDvvvJP777+f+++/37nNnDlzsFqt3HXXXXVeZ+bMmXXa+cUXX3Drrbee8f22BJVy8ti7OGtlZWWEhoZSWlraYDkWIXzRzp07mThxIj/99BO9evVyd3PcSvpCNIbRaCQ9PZ3k5OTmTRC12+DIWscEv6BYRxpGC48sT5gwgZSUFGfwWF1dzf79++nSpUurjwqKs7Njxw7GjBnDgQMHCA4OdndzTvHzzz/z0EMPsX379tMuQHOmz05z4jVZ7kYI0eIiIiK4/vrrT6mn6YukL0SrUmsgeUSrvFRxcTFr167l999/54477nDertFoiIyMRKNp+RQQ0Ty9e/fm+eef5/Dhw/Tu3dvdzTlFZWUlc+fOdctqjTLC7AIywiyEEMKVXDbC3Iouu+wyNmzYwPTp03nqqadOWy1CiJYkI8xCCK9VVVXF3r176d69OwEBAe5ujltJX4i2qra02clsNhtGoxE/Pz8ZZRZeSyb9CSFa3N69exk4cKBzWVlfJn0hfI3RaGTPnj31Lo0thLeQgFkI0eK6d+/Opk2bnKta+TLpC+Fr/Pz86NGjh9eklghRH0nJEEK0uICAgLMu29RWSV+Is9EWphlpNJomLTAiRFO01GdGRpiFEC0uOzubf/3rX2RnZ7u7KW4nfSEao3ZZ5jPVzfUWZrOZrKysZi3bLERj1e5nrs6XlxFmIUSLKyoq4tNPP+Waa64hISHB3c1xK+kL0RgajYawsDDnkscBAQFeW3XCaDRSWFhIYGDgWa+oJ8TZsNvtFBQUEBAQ4PLSc1JWzgWkrJwQQghXUxSF3NxcSkpK3N0UIbyGWq0mOTkZvV5/yn1SVk4IIYRoY1QqFfHx8cTExGCxWNzdHCG8gl6vb9KS6Q2RgFkI0eJ2797NVVddxddff01qaqq7m+NW0hfibGk0Gq+uXyz7vGgLZNKfEKLFhYSEMH78eElZQvpC+B7Z50Vb4NEB88qVK5k0aRIJCQmoVCq+//77OvcrisITTzxBQkIC/v7+jB49ml27dtXZxmQycc899xAVFUVgYCCTJ08mMzOzzjbFxcVMmzaN0NBQQkNDmTZtmuSMCeFCiYmJvPzyyyQmJrq7KW4nfSF8jezzoi3w6IC5srKSvn378uabb9Z7//PPP8/LL7/Mm2++yYYNG4iLi2Ps2LGUl5c7t5k1axYLFizgyy+/ZPXq1VRUVDBx4kRsNptzm+uuu46tW7eyePFiFi9ezNatW5k2bVqLvz8hfIXRaCQtLU1W+kL6Qvge2edFm6B4CUBZsGCB87rdblfi4uKUZ5991nmb0WhUQkNDlXfeeUdRFEUpKSlRdDqd8uWXXzq3ycrKUtRqtbJ48WJFURRl9+7dCqD8+eefzm3WrVunAMrevXsb1bbS0lIFUEpLS5vzFoVoszZt2qQAyqZNm9zdFLeTvhC+RvZ54SmaE6959AjzmaSnp5Obm8u4ceOctxkMBkaNGsXatWsB2LRpExaLpc42CQkJ9OrVy7nNunXrCA0N5ZxzznFuc+655xIaGurc5mQmk4mysrI6f0KI0+vatSurVq2ia9eu7m6K20lfCF8j+7xoC7w2YM7NzQUgNja2zu2xsbHO+3Jzc9Hr9YSHh59xm5iYmFOePyYmxrnNyWbPnu3Mdw4NDSUpKanZ70eItiwoKIjzzjuPoKAgdzfF7aQvhK+RfV60BV4bMNc6eeUjRVEaXA3p5G3q2/5Mz/PYY49RWlrq/MvIyGhCy4XwHbm5ucyePfu0P0J9ifSF8DWyz4u2wGsD5ri4OIBTPoD5+fnOUee4uDjMZjPFxcVn3CYvL++U5y8oKDhl9LqWwWAgJCSkzp8Q4vTy8/N5+eWXncv8+jLpC+FrZJ8XbYHXBszJycnExcWxbNky521ms5k//viDYcOGATBw4EB0Ol2dbXJycti5c6dzm6FDh1JaWsr69eud2/z111+UlpY6txFCNE+fPn0oKCigT58+7m6K20lfCF8j+7xoCzx6pb+KigoOHDjgvJ6ens7WrVuJiIigffv2zJo1i2eeeYYuXbrQpUsXnnnmGQICArjuuusACA0N5eabb+aBBx4gMjKSiIgIHnzwQXr37s2YMWMA6NGjBxMmTODWW29lzpw5ANx2221MnDiRbt26tf6bFkIIIYQQHsWjR5g3btxI//796d+/PwD3338//fv35/HHHwfg4YcfZtasWdx5550MGjSIrKwsli5dSnBwsPM5XnnlFaZMmcLUqVMZPnw4AQEB/Pjjj3WWGf3ss8/o3bs348aNY9y4cfTp04d58+a17psVog3bu3cvgwcPZu/eve5uittJXwhfI/u8aAs8eoR59OjRKIpy2vtVKhVPPPEETzzxxGm38fPz44033uCNN9447TYRERF8+umnzWmqEOIMAgICGDBgAAEBAe5uittJXwhfI/u8aAtUypkiUtEoZWVlhIaGUrrtF0J6jQW1puEHCSGEEL7AaoYN70HxYQjvCINvBa3e3a0SPsgZr5WWnnXBBo8eYfY6X0yF6HYw4TlInezu1gjhMcxmM/n5+cTExKDX+/aBUvpC+JSl/8a86g3yK23EBKrQa1Sw9F8w9G4Y9193t06IRvPoHGavVJYD82+A3Qvd3RIhPMbOnTtJSkpi586d7m6K20lfCJ+x9N+w9nV25ltJeqWCnfl2x+2KHda+7rhfCC8hAbPL1WS4LH4U7Db3NkUID5GSksLixYtJSUlxd1PcTvpC+ASrGda9CUBKhJrFfwsgJeKkkGPdW47thPACEjC3CAXKsuDIWnc3RAiPEBISwvjx42WRH6QvhI/Y8J5jJBkIMagYn6IlxHDS6rmKzbGdEF5AAuaWVHHqCoJC+KL8/Hxef/11WekL6QvhI4oPO/+ZX2nn9b9M5Ffaz7idEJ5MAuaWFFT/0tpC+Jrs7Gwee+wxsrOz3d0Ut5O+ED4hvKPzn9nlCo8tN5FdXk9RrhO2E8KTSVk5F3CWKXk0uOaUkwpCEmDWDikxJ4QQovXYbY50wIo8x6BNh2HuOQ5ZzfB0rDMto14qDfwzV0rMiVYjZeU8Sk2O1oRnvTtY9pQvXSGEEI2zeyEsfgTKTjh7EZLgnlKnWr2jdNza10+/zdC7JFgWXkNSMlwtJAGmfuLddZh3L4RXe8HHE+Hbmx2Xr/aSUnmiyfbt28fo0aPZt2+fu5vidtIXokXsXugoaVp2UqqPO0udjvsvDLuXfccURn9Uyb5jNZWjVBoYdq/UYRZeRUaYXWhuh+c5FjsU7UEd+iN70WtU6DRqdFo1flo1oQE6wgL0hAfoCa/5d4ifFpVK1fCTt5baL11OytSp/dL19h8Dwi10Oh2JiYnodDp3N8XtpC+Ey9ltjpHlk7+3oeY2laPUafdLzvpMoaIoGC12Sqstzr+yagvlJgtGix2TxYbRasdksWO02jBZ7JisNuzObM+rKOs+CNb/i+0R3UiL786mmMsx2PwJXL6fAL2GAL225lJDZJCeqCADUUEGAvQazzo+Cp8mOcwuUJsTkzRrPmpDwFk9VqtWERagIyJQT3yoP4nh/iSGB5AY7k+7cMf16CBD63xp2G2OkeSTRyicJDdbCCE8Tvoqx5nAhkz/CZJHAGCy2sgpMZJfbiKvzHGZX24kv+z4ZXGVIzg2286Qh9yC/HRqZ/AcF+JHUoQ/7SMCSIoIoH1EAO3C/TFo5VgkGk9ymD3EvRemoDYEYrHZsVjtmG12LDY7ZquC0WKjpNpMcaWFkiozxVUWqi02rHaFwgozhRVm9uVV1Pu8Bq2axHB/usQE0zUumO5xwXSLC6ZDRABajQuzao6sPUOwDHXqS9d86QrRGFarlbKyMkJCQtBqfftrR/pCuFwjS5h+unw9C21aMoqqyC0zcjbDZRq1ihA/LaH+OkL9dQT76fDTaTDo1Php614atGq06uODPFarFWNlBX6BQag1Wiw2O1VmG1Vma82ljWqzjXKTlaJKE4XlZqotNowWO5nF1WQWV9fbJpUK4kP86BwTVHNcDKF7XDApMUH46SSQFq4l39YudNvIzmf1i8VosVFSZaG4ykxhhYnskmrnl0NmcRVZxdXklBkxWe0cLKjkYEEli3flOh+v16rpEhNEt5ogul9SOH0SQ5v+RdHYutFSX1qcpe3btzNw4EA2bdrEgAED3N0ct5K+EK6kKArF6nAiGrHtT4fsrLcXOa/76dTEhvgRG+xHdIiB2GA/YkIMxAQbiAn2IyJQT4i/I0gOMjQ9fXDz5s0MHD/krPb5SpOVYxVmCipMFFaYyC01crSoiqNFVWTUXFaZbWSXGskuNbJqf6HzsWoVJEcF0iM+hP7tw+nfPoyeCSEyGi2aRQJmN/LTaYgL1RAX6nfabcxWO7mlRg4fq2RfXjlpueXsyytnX14F1RYbu7LL2JVd5txeq1bRM8HxJTGwQzgDOoSTEOrXuC+6xtaNlvrS4iwlJyfz7bffkpyc7O6muJ30hWgqu13hUGElO7NK2VHztzenjAqjmdWGCOIoQl3PV70dKNXFMGLEJK6NDKZ9TUpDRKC+VdL9mrLPBxq0BBq0tI+sP81RURSOVZo5cqySfXkV7M0pY29uOWl55ZRUWZyDTD9tzwFAr1GTmhBC//Zh9G8fzjnJEcSGnP7Y61JSdapNkBxmF2hOTkxT2e0KGcVV7M0tZ19uObuyy9h8tJj8ctMp28aF+DGwQzjDUiIZ2SWapIjT5Fk7c5hzqH/yiOQwCyFEa1AUhcziajYdKWZ7Zik7s0rZlV1Kpdl2yrZqFUwL3c4TxmcBZ3HTGjXXfGTCtqIo5Jeb2JPjGEzacrSYLUdLOFZpPmXbztGBDE+JYljnKIZ2iiQ0oAUm4npSqT/RrHhNAmYXcEfAXB9FUcgqcXzBbj5SzOajJezOKcNmr/u/ODkqkJFdohjRJZqhnSMJNJxwosFZJQPqBs2+9aUrXKuwsJDvv/+eKVOmEBUV5e7muJX0haiP1WZnT045G48UsfFwMRsOF9U7AOKv05CaEELvdqH0ahdKanwInaIDHal49QZn7RzrArjxe9vd+7yiKGQUVbMlwxE8bzpSzM7s0jo53CoV9EoIZXhKFBf2iGFA+3A09Q3Xn43TVZ2S46nbSMDsZp4SMNenymxle2Ypfx0qYvWBAjYfLakTQOs0Kga0D2dk12jG94wlJSbYY790hffavHmz5O3WkL4Q4AiQt2WWsuZAIevTi9h8tJiqk0aPdRoVvdqF0jcxjN7tQumdGErn6KAzB3IeePrfE/f50ioL6w4dY+3BQtYePMaB/LqT7iMC9YzuFs3YHrGM6BpNkOEsM1il6pRHkoDZzTw5YD5ZmdHCuoPHWLmvgJX7C8goqjv7uEtMEBf1iuOinjF0N+9AVZHvMV+6QgjhrRRF4WBBJWsOFLL6QCF/HjxGuclaZ5tgPy0DO4QzuGMEgzqE0zcpTKo9tJK8MiNrDxbyR1oBK9IKKK22OO/Ta9Sc0ymCCb3iuKhXPBGBjVidsAml/kTLk4DZzbwpYD7Z4cJKVu0v4Le9+aw+UIjFdnx3SI4KZEKvOC7uFU+vdiFSQF4IIc5CudHCqv2FrKj5fs0pNda5P9Rfx/CUSIZ2imRwcgRdY4JRNzcNQDSb1WZn45Fift2dx6978jh8rMp5n0atYnhKFJP6xDOuZxyh/qfJe97xjWOl3IZc8QH0vtJFLRcNkYDZzbw5YD5RabWF3/bmsWhHLn/sK8BsPV6sPjHcn8v6t+OKAYl0jAp0YyuFNzpw4AAzZ87ktddeIyUlxd3NcSvpi7Yto6iK5XvyWL43nz8PHaszCKHXqBnUMZzzukRxXkoUPRNCm58n6wW8eZ+vPTOwbHceP+/IZmfW8apUeo2akV2jmdQ3nvE94+qeDZARZo8kC5cIlwj113FZ/0Qu659IhcnKir35/LIzhxV7C8gsruaN3w7wxm8HGNIxgisHJXJJ7/i6EwaFOA21Wo3BYECtduFCO15K+qJtURSFbZmlLNudy/I9+ezNLa9zf6eoQC7oHsPIrtEM7hiBv973Uiy8eZ9XqVSkxASREhPE30d35lBBBT9tz+HHbdnsz6/g1z2OUehgPy2T+iYwdVASfRNDUXUY5shRbqjqVIdhrf2WRBPJCLMLtJUR5tOpNtv4dU8e32zKZNX+AmrnDAboNVzUK56rBiVyTnKEpGwIIXxCbZD88/ZsFu3IJavk+FwQtQoGdYxgTI8YLuwRS+foIDe2VLSktNxyFm7L4vst2XX2gS4xQUwdlMTUoC2ELqxNy5CqU55AUjLcrK0HzCfKLTXy3ZZMvtmYyaHCSuft7SMCuO6c9lwzOImwgEZMiBA+xW63Y7FY0Ol0XjnK5ErSF95JURS2Z5by844cft6eUydACtRrGN09hrE9YhndLVq+A0/S1vd5u13hz0PHmL8xg1925mKqSWfUqlU8mJTGjeXvYKg6vkqvVJ1yHwmY3cyXAuZaiqKw+Wgx32zK5MdtOVTUzPb206mZ0q8d04d1pEe8b/SFaJgnlpVyF+kL73KwoILvNmfyw9ZsMouPB8kBeg1jesRyce94RneLlmoWZ+BL+3xptYWftmczf2Mm2zJKAFBjZ0r4YS7trGFw7x4EdBkpVafcRAJmN/PFgPlE1WYbP27P5uO1h+ss031OcgQ3Du/ImB6xaDVtb1RBNF5RURGLFi3i4osvJiIiwt3NcSvpC89XUmXmx23ZfLs5i601QQ84Fg25sEcME/vEM7pbjATJjeSr+3xabjmf/nmE7zZnOldoDNBruKx/O24Y2pFuccGt3ygPrNPdmiRgdjNfD5hrKYrCxiPFfLT2MIt35joXSGkX5s/153bguiHtW2bpUSGEaCaz1c7vafl8tzmL5XvznNUtNGoVo7pGc/mAdlzYPdYnJ+2J5ik3WliwJYtP1h2ps0DKeSlR3DqyEyO7RLXOHCBZplsCZneTgPlUOaXVfPbnUT5ff5SiSjPgyPO7fmgHbjmvE9HBBje3ULSmoqIilixZwvjx431qhKk+0hee5XBhJV+sP8o3mzI5VvNdBZAaH8LlA9pxab928n3VTLLPOyiKwrpDx5i37ghLd+c5B5W6xwVzy4hOTO6bgF7bQmdjZZluQAJmt5OA+fSMFhs/bsvmg9XpznJLBq2aqwcncdvITiSGB7i5haI1+FIOY0OkL9zPbLWzdHcun/91lLUHjzlvjwoycFn/BC4fkChzMFxI9vlTZRRVMXfNYb7ccNS5JHpsiIEZw5K57pz2p18QpSlkmW4nCZjdTALmhimKwvI9+by54oAzJ1CrVjGlfzv+PrqzlF5q42w2G0ajET8/PzSatv2F3BDpC/c5cqySL9Zn8M2mDAorHKPJKhWM6hrNdUPac0H3GJlv0QJknz+90ioLn68/ytw16eSXmwAIMmiZNrQDN5+XTFSQC85uyCIqThIwu5kEzI2nKArrDh7jrd8PsOaAY2RHpYKLe8Vz74Vd3DMJQgjRZtntCn/sL+CjNYf5Y1+B8/aYYANXD07i6sFJcqZLuJ3ZamfhtmzeW3mItDzH2Vg/nZrrhnTg9lGdiA3xa/qTyzLdTs2J1+SntGhVKpWKYSlRfHbLuSy4cxhjesSiKPDzjhwmvLaS+77aytFjVe5upnCxQ4cOcdVVV3Ho0CF3N8XtpC9aR6XJyrx1hxnzyh/cOHcDf+wrQKWCkV2jeef6gax59AIeGNdNguVWIPt8w/RaNVcOTOSXmSN4d9pA+iSGYrTY+XBNOiOeW8G/vt9BRlETj41Bsa7dzkfJusbCbfq3D+f96YPYm1vG68v3s2hHLgu2ZPHjtmyuGZLEPRd0ad6v6vr4eEkdd7HZbJSVlWGz2dzdFLeTvmhZGUVVfLLuMF9uyKDc6KgPH2zQctWgJKYP60CHyEA3t9D3yD7feGq1inE94xibGsvK/YW8sXw/G48U8+mfR/lyfQZXDkzkngu70C7Mv/FPKst0u4SkZLiApGS4xo7MUl5YmsbKmtOmfjo104d15O+jOrtm5SwpqSNEm7X5aDHvrTzEkl251BQfoGNkADOGdeTKQUkEGWR8SHgfRVH4K72IN387wOoDhQDoNWquGZLEXeenNH5QyVklAxpcprsNDyxJDrObScDsWn8eOsbzi/ey+WgJAMF+Wm4f2YmbzksmQN/Eg56U1BGizVEUhd/TCnj7j4OsTy9y3n5eShQ3ndeR0V1jUKtbob6tEK1g4+EiXlq6j3WHHPN/DFo1087twB2jOzducmC9g0YnLdPdxgeWJGB2MwmYXU9RFH7bm88LS9Kc5ehiQww8PL47l/Vvd3YHQSmp43abN29myJAhrF+/3ufLSklfNJ/FZuen7dnM+eOQ8/tBp1FxWf923DKiE11jZfKwJ5F93rXWHijkpWX72HSkGHCsHjhjWEduH9W54XJ0Zxo99oGBJQmY3UwC5pZjtyv8uD2bF5emkVFUDUCfxFAen5jKoI6NLIAvJXXcrqCggO+++47LL7+c6OhodzfHraQvmq7KbOXL9Rl8sDqdrBLH90GgXsPfzu3ATcOTiQt18ZwH4RKyz7ueoij8sa+Al5ftY3tmKQBhATruPj+FaUM7YNCe5eCPjwwsScDsZhIwtzyjxcZHaw/z5m8HqDA5JvJM7BPPoxd1b3iWu5TUEcKrVZisfLLuMO+vSneuHBoVpOfG4clcf24H1y7yIIQXURSFpbvzeGFJmnPZ7cRwfx4c143JfRMafzbWRwaWpKycaPP8dBruGNWZFQ+O5tohSahU8NP2HC546Q9eXJJGZU0QXS8pqeN2JSUlLFy4kJKSEnc3xe2kLxqvzGjhzd/2c95zv/H84jSKKs20jwjgqSm9WP3IBdx1fooEy15A9vmWo1KpGN8zjsUzR/Ds5b2JDTGQWVzNrK+2MunN1azaX9Dwk4AjRcOV27VBMsLsAjLC3Pp2ZZfy1E97nJMfooMNPHaRI79ZpTrpF7XzVFMDJXW8/FSTJ5OlcY+TvmhYabWFuWvS+XB1OmU1peE6RQVy9wUpTO6bIKvxeRnZ51tPtdnGh2vSeef3g5TXDCSN6BLFIxO606td6OkfKCPMDZKA2QUkYHYPRVFYtjuPpxft4UjNYifnJEfw1JRedDl50s/ZlNQRLmexWCgpKSEsLAydzrdHBKUvTq+0ysIHqw8xd81h58E+JSaIey5IYWKfBDRS8cIryT7f+ooqzbz52wHm/XkYi81xzLu0XwIPjutGUkQ9aYw+MrAkAbObScDsXiarjQ9Wp/P68v0YLXa0ahW3jOjEvRem1C1D15iSOkKIVldltjJ3zWHm/HHQOaLcLTaYey5M4aJe8RIoC9FEGUVVvLg0jR+2Oo57eo2am85L5q7zOxPsd9KPFx8YWJKA2c0kYPYMGUVV/N9Pu1m225Fj1S7Mn8cnpTIuNfZ4mkYbLsjuyQ4fPswTTzzBE088QceOHd3dHLeSvjjOZLXxxV9HeXPFAQorHJP5usUGM2tMF8b3jJMaym2E7PPutzOrlNm/7GHNAUcaY1SQnvvHduPqwUl1f5C28YGl5sRrsvSRaDOSIgJ474ZB/Lo7j/8s3EVWSTW3z9vEBd1jeHJyT8dpKLXGq/OvvJXJZOLAgQOYTCZ3N8XtpC/AarPz3ZYsXvt1v7M8XIfIAO4f21VSL9og2efdr1e7UD69+Rx+25vP0z/v4VBhJf9YsINP1h3m3xNTGZ4S5dgwdTJ0v0QGluohI8wuICPMnqfabOON3/bz3qpDWGwKBq2aey/swm0jO6GTCUNCuIXdrvDLzlxeWpbGoYJKwLEg0b0XdmHqoCT5bArRCiw2O/PWHeG15fsprbYAMKZHDP+4uAedooPc3LqWJSkZbiYBs+c6kF/Ov7/f5aymkRofwnNX9KF34hlmCwshXEpRFH7fV8CLS9LYlV0GQHiAjjtHOxZZ8NPJ6JUQra2kysyrv+7n0z+PYLUraNUqpg3twMwLuxAWoG+ZF3VzWqQEzG4mAbNnUxSF7zZn8d+fd1NSZUGtgltHdGLWmK746+VA3Rq2bt3KyJEjWblyJf369XN3c9zK1/piw+Einl+8lw2HHcv4Bhm03DIimZvPSz510pFok3xtn/c2B/IreGbRHn7bmw84VgyceWEXrj+3g2vP+tSbH50AE55rtfxoCZjdTAJm71BYYeLJH3fz4zbHh7VDZACzL+/NsM5Rbm5Z25eXl8dnn33G3/72N2JjfXuBGF/pi4MFFTz7y17nJFyDVs30YR25Y1RnIgJbaPRKeCRf2ee93ar9BTz10x7S8soB6BQdyL8u6cH53WJOXd/gbDkrcJwccrZuBQ4JmN1MAmbvsnxPHv/6fic5pUYArhmcxGMX95AVw4RwgYJyE68t38cX6zOw2RXUKrh6cBIzL+xKXKifu5snhDgDq83OlxsyeHnZPucy9CO6RPHPS3rQPa6J8Y2zxnP2aTZovRrPEjC7mQTM3qfcaOH5xWnM+/MI4Fgp8OkpvRjXM87NLWsiDy+XV1ZWxvr16xkyZIjPf0baal9Uma28vyqdOX8cpNJsAxwTiR69qDspMcENPFq0ZW11n2/LyowW3vrtAB+uScdiO/7D976xXYkJPssfvh60iqAEzG4mAbP32nC4iEe+3e6csT+lXwJPTO7ZchMeWoIH5IU1RJbGPa6t9YXNrvDNJseIVF6Zo2xYn8RQ/nFxD87tFOnm1glP0Nb2eV9y5Fglzy3ey6IduQAE6jXceX4KN5+X3PjJuju+gW9vbni7Kz6A3lc2o7UNk4DZzSRg9m5Gi43Xlu9nzh8HsSuO0ebZl/VmTKoX5Np5SF5YQ0wmEzk5OcTHx2MwGBp+gIePmDfHWfeFh1IUhd/TCpj9yx725VUAkBjuz8MTujOxd7wsOiKc2so+78s2HC7ivz/tZntmKeBYGOzhCd2Y3Deh4fxmGWEWtSRgbhu2ZpTwwPytHKwZbb58QDv+M7EnoQEemtvsQXlhLuUFI+a+bmdWKc8s2sPag45yjaH+Ou65wFEizqD1on1NCNFodrvCwm3ZPLd4r3MOUL+kMP49sQcDO0Sc4YG1x6ocTh3cAW/JYZYq8ULU6JcUxs/3juD2UZ1Qq+C7zVmMe/UPVtSU2vE4R9aeIVgGUKAsy7Gdmx09epS77rqLo0ePnnnD2hHzk99XWY7j9t0LW66RraTRfeGBMouruO+rrUx8YzVrDx5Dr1Fz28hOrHzofG4Z0UmCZVEvb97nxXFqtYop/dvx2wOjeXBcVwL0GrZmlHDF2+u46/PNZBRVneaBGseAB+A8++lUc33Csx4/sCMBsxAn8NNpeOyiHnx9xzA6RQWSV2bixo828NDX25wrInmMijzXbteCKisrWbduHZWVlaffyG5zjCzXOwJRc9viRx3bebFG9YWHKa22MHvRHi546Q8WbMkC4NJ+CSx/YBT/uLiH556FER7BG/d5cXr+eg13X9CF3x8czTWDk1Cp4OftOVz40h/M/mUPZcZ6jpWpkx0pgiHxdW8PSfCY1MGGSEqGC0hKRttktNh4aWka769OR1EgLsSPZ6/ozehuMe5umoMH5YW5RFt7P22AyWpj3rojvLniACVVjoPg0E6R/OPiHrJaphACgN3ZZTy9aDdrDjhStCIC9dw3pgvXDGl/6sInstKfb5OAuW3beLiIB7/exuFjjtNNVw9K4p8TexDi7lXKPCgvzCU8aCa1r6vNVXxhSRpZJdUAdIkJ4rGLu7tmEQMhRJuiKAor0vJ56uc9zqpT7SMCuH9sVyb1TUDjIZOAJYdZiBY0qGMEv8wcyY3DO6JSwVcbM5jwykpW7S9wb8O8KC9s+/btxMfHs3379tNvFNTIqiSN3c5DNaov3GjV/gImvbmaWV9tJaukmtgQA89d0ZtfZo7ggu6xEiyLs+bp+7xoPpVKxQXdY1kyayT/d2lPooIMHC2qYtZXW7n4tVUs252Ht4/PSsAsRCP46zX8Z1JPvrz1XNpHBJBdamTaB+v5x4IdVJis7muYl+SFRUdHc9dddxEdHX36jToMc7T7lOC/lgpC2jm282KN6gs32JlVyrQP/mLaB+vZlV1GsEHLQ+O78fuD53P14PZoTz61KkQjeeo+L1xPp1Fzw9COrHx4NA+N70aIn5a0vHJu/WQjV7y9lnU1lXW8kaRkuICkZPiWKrOV537Zy8frHKsEJob78/yVfRjWOcp9jWordYuddaWhbpqJZ9WVbksyi6t4aek+52Q+nUbF9ed24J4LuhAR6EUL+AghPE5plYU5Kw8yd81hqi2OCdtDO0Vy1/kpDE+JbPUzVpLD7GYSMPumtQcLefib7WQWO3I8pw/twCMXdSdAr3VzyzxPRUUFO3bsoHfv3gQFBZ1543rrMLdzpJe0gWD5rPqiBZVUmXnztwN8su4IZpsdgMl9E3hwXDfaRwa4rV2i7fGUfV64T365kbd+O8Dn649isTnCzr5JYdw1ujNjesS22kJHEjC7mQTMvqvCZGX2oj189pejvmiHyABeuLIvQ5LPUMTdB5310rhtZcS8Hu5eJrjcaGHumsO8v+oQZUZHOtGwzpE8elF3+iSGtXp7RNvn7n1eeI7skmreW3WIL9YfxWhx/FDvGhvEnaNTmNgnvsVTvyRgdjMJmMWq/QU88s12skuNqFRw0/BkHhrfDT9d2wjymqu6uppDhw7RqVMn/P393d0ct3JXX5QbLXy89jDvrUp31hTvHhfMoxd1Z1TXaJnMJ1qMfP7FyQorTMxdk84na49QXjMPKCnCn+lDO3LVoCRC/VumCpUEzG4mAbMAKDNaePqnPXy1MQOATlGBvDi1LwPah7u5ZcKXVZisNYHyIWct5c7Rgcwc05VLesd7TLknIYTvKa228OmfR/hgdTpFlWYA/HUaLhvQjuuGtKdXO9fWe5eA2c0kYBYnWpGWz6PfbievzIRaBbeO7MR9Y7r69GhzZmYmr732GjNnziQxMdHdzXGr1uqLSpOVT9Yd4d2VBymuCZQ7RQcy88IuTOzjOXVRRdsnn3/RkGqzje+3ZvHx2sPszS133t6rXQhXD0piUt8EwgKaPwlZAmY3k4BZnKy0ysKTP+3iu82OygMpMUG8eFVf+iWFubdhbrJr1y4uv/xyvvvuO3r27Onu5rhVS/dFQbmJj9ceZt6fR5ypF52iArn3wi4etYCA8B3y+ReNpSgKfx4q4tO/jrBsV55zQrJOo+K8lCgm9U1gTGpskxcOk4DZzSRgFqezbHce/1iwg4JyEyoVTB/akQfHdyPIIJU0hGvtzyvnwzXpfLs5C7PVcZBJjgrkngtSmNw3QeooCyG8SlGlmQVbsvh6Y0adUWetWsXgjhGM7hbNqG7RdI0JbnSVDQmY3UwCZnEmxZVm/vvTbr6rqXMbH+rHfy/txZhU716xTrifxWZn6a485v15mD8PFTlv798+jNtHdmJsapyMKPuaNlxhRviuA/nl/Lgth5+2Z3OwZuntWqH+Oga0D2NQxwh6xAfTNTaYdmH+9U5kloDZzSRgFo2xan8B/1ywk6NFVQBc0jue/0xKJSbEz80ta3m7du3i0ksv5YcffvD5U7Ku6Is9OWUs2JLFgi1ZFJSbAFCrYGxqLLeM6MSgDuFS9cIX1VvDPAEmPOfWGuby+ReudLiwkt/T8vl9XwF/HSpyLohyokC9hqSIAGJD/IgNMRAeqMdPq8FuruTBiQOaFK959Xlhq9XKE088wWeffUZubi7x8fHMmDGDf/3rX6jVjtOPiqLw5JNP8u6771JcXMw555zDW2+9VedDazKZePDBB/niiy+orq7mwgsv5H//+59MThAuNaJLNEtmjeS15ft5b9Uhft6Rw8r9BTx2UQ+uGZzUaoXb3SEsLIyrrrqKsLAwdzfF7ZrSF4qicCC/gmV78li4NbvO6cnoYAPXDk7i2nPaEx8qJbt8lnOVzJPGwMpyHLe7cZVM+fwLV+oYFciMqGRmDE/GYrOzJ6eMDYeL2XK0mP15FRwqrKDSbGNvbnmd70oAu6mqya/r1SPMTz/9NK+88goff/wxPXv2ZOPGjdx444089dRTzJw5E4DnnnuOp59+mo8++oiuXbvy1FNPsXLlStLS0ggODgbg73//Oz/++CMfffQRkZGRPPDAAxQVFbFp0yY0moZPZTlHmLf9QkivsXL6SzRoV3Ypj323g+2ZpQAM7hjOM5f1pktssJtbJjzFsQoTW46WsGp/Ab+l5ZNRVO28T69Rc2GPGC7t144Luseg10p+sk+z2+DVXnVHlutQOUaaZ+1wz/FJ0kREK7LY7Bw5VkV2STV5ZUbyyoyUVFkwWm2Ulpbx5ozzfC8lY+LEicTGxvLBBx84b7viiisICAhg3rx5KIpCQkICs2bN4pFHHgEco8mxsbE899xz3H777ZSWlhIdHc28efO4+uqrAcjOziYpKYlFixYxfvz4BtvhDJgfDSYkup3bT38J72CzK3y89jAvLk2jymxDo1Zxw9AOzBrTtcWKtrtLdXU1+/fvp0uXLj6/cMGJfeHn50eZ0UpGURVHjlVxtKiKfXnlbD5azJFjdUdC9Fo1QztFMqFXHBf3iic0oG3tI6IZ0lfBxxMb3m76T5A8ouXbc6LdC6le+CD7j2TTJUKNv04FwfFw0fNynBStrjkptF6dknHeeefxzjvvsG/fPrp27cq2bdtYvXo1r776KgDp6enk5uYybtw452MMBgOjRo1i7dq13H777WzatAmLxVJnm4SEBHr16sXatWvrDZhNJhMmk8l5vays7PidHnD6S3gHjVrFTeclM75XHE8s3MWy3XnMXXOYH7Zm8+C4blw9OKnNTNjas2ePVy+Na7crlFZbKKwwUVhhpsxoodxopazacVlec73CbMVksWO22TFZbDWXjutWmx0FKMtMY+vrfyf5ljdQopI505BFSkwQgzuGc0H3WIanRBKg9+qvbNFSKvJcu52r7F4I86exJ8fGwHcr2XRbIAPiNVCeA/OnwdR5cpwUXsOrv30feeQRSktL6d69OxqNBpvNxtNPP821114LQG5uLgCxsXWrEcTGxnLkyBHnNnq9nvDw8FO2qX38yWbPns2TTz55mlYpgAoWPwrdL/He005yCq3VtAvz570bBrFqfwFP/ribA/kV/GPBDj5ee5gHx3djTI8Yr5/A1a1bN9avX0+3bt3c3ZRTGC02MourySiuIrOoisySagrKHYFxYbmJwgoTRZVmrHbXnIyza6KJu+FlrMHxqGueMjJQT/vIADpEBJAcFUS/9mH0SwyTUWTROEGNrLjT2O1cwW6DH+8FoFukmvW3BNIt8qTUoR9nynFSeA2vDpi/+uorPv30Uz7//HN69uzJ1q1bmTVrFgkJCUyfPt253cnBhqIoDQYgZ9rmscce4/7773deLysrIykp6cRHQ1mW44PU2qe/XMFDZ1q3dSO6RPPLzBF8+ucRXlm2j7S8cm79ZCP924fx0PhuDOsc5e4mNllgYCCDBw92y2tbbHZySoxkFFeRUVTlCIyLq2v+Xe2sMtEYof46IgP1hAboCPbTEeynJcRPR4iflmA/LYEGLQatBoNWjV6rdl7qtWq0ajUateP7yF+nIVCvxV+vIcjguBSiyToMc3xHl+VwyqQ/wJnD3GFY67UpfRVUFwMQqFcxuF09+3h1kWO7zqNbr13NcWKAfOwgbP6occdJCazbBK8OmB966CEeffRRrrnmGgB69+7NkSNHmD17NtOnTycuLg7AWUGjVn5+vnPUOS4uDrPZTHFxcZ1R5vz8fIYNq//LxWAwYDAYGm5ga5/+cgUPnmntC3QaNTcOT+by/om8s/Igc9eks+VoCde99xfnJEdw+6hOjO4a43UVNXJycpgzZw633357nc+iK9jtCnnlRjKKHEFw7Whx7b9zSqtpaHA4yKAlMdyfpIgAEsP9iQ3xIzJQT1SwgeggA5FBeiIDDS6ZXHdiX0RHurYvhI9SaxyB2vwbABV1v79rvismPNu6QdqR1c5/5pTbmbPJzO0D9cQHq0/dzhsC5voGkk5W33FSBqDaDK8OmKuqqpzl42ppNBrs9ppVrpKTiYuLY9myZfTv3x8As9nMH3/8wXPPPQfAwIED0el0LFu2jKlTpwKOA9rOnTt5/vnnm9fA1jz95Qp2m+ODXe8IRRtJNfESoQE6HpnQnRuHdeSN3w7wxfqj/JVexF/pRaTEBHHLeclM6d8OP513/H8oLCzk/fff54orrjjrgFlRFI5Vmk8KhqvJrBkpziqudi6fejp6rdoREIcHkBRRexngvC0sQNdqaS/N6QshTit1siNQqzc4e7b1g7MTDiOFVQrvb7ZwRQ8d8ScXAvKGsgOnG0g6xUnHyb0/ywBUG+LVVTJmzJjBr7/+ypw5c+jZsydbtmzhtttu46abbnIGxM899xyzZ89m7ty5dOnShWeeeYbff//9lLJyP/30Ex999BERERE8+OCDHDt27OzLyj0aTIhBhdtL+DSVJ8+09nHZJdV8tPYwn/91lAqTFYBgg5aLescxpX87zk2O9LpR51qKolBQYSKruNoRAJc4guCskuNBcZX51ML0J9KoVSSE+TkC4fAA52hxbXAcFWTw2v4R4qx4yun/Q3/AJ40IBm9YCJ1GtXx7mqrBkn2nMe0H+OHvnlvqz0f5bJWMN954g3//+9/ceeed5Ofnk5CQwO23387jjz/u3Obhhx+murqaO++807lwydKlS53BMsArr7yCVqtl6tSpzoVLPvroo0YFy6dy0+kvV/DUmdaChDB//nFxD+65IIWvNmQwd81hskqqmb8xk/kbM4kL8ePCHjEM7RzJOcmRRAc3ImWoFdjsCscqTeSXmSioMFFQZiKvzOgIimsC48ySaszWM48Qq1QQG+x3PBAO9ycx4nhwHB/qh1YjtYiFQK3xjAGNjueBf4QjT/l0/CMc23myI2vPPlgGR6rJGR/n5XOdfJBXjzB7irp1mBPdc/rLFWSE2WvY7QobDhfx/dYsft6eQ5nRWuf+LjFB9G4XSqfoQDpHB9EpOoi4UD9C/LTNSj0wWW2UVlsoq7ZQeuJflYVjlWbyy0zklxvJLzfVVJowYVfAXHiUwoXPEzX5YfRR7U95XpUK4kL8aBfmT7twf9qF+ZMYHkC7cH+Swh23GbRe9gP0NHbv3s0111zDl19+SWpqqrubI0TLqSkrt7vAxjXfVPPllf6kRp/wOfaGsnI7voFvbz77x414CFa90PB2V3wAva88++dvKk85A+EmPjvC7HGunQ/evNKfJ860drU28mWhVqs4p1Mk53SK5InJPVm5r5C1BwtZd/AYe3PL2Z9fwf78ilMep1WrCAvQEx6gI8CgRa9RodOo0WnU2BUFs9VRM9hiszv+bbVjsSmYrHYqTBaMljOPBNdHpYKo8FD03QcyuEciyR0SSQjzdwbHSeEBxIX6ofOREeLg4GBGjx5d5yyXEG1S6mSYOo/gL+5ndMcMgvU1P9ZD2nnPwNJZz0WqOU4mj2hcwNyac50aOwGxJY+TXnwMlhFmF2jOLxaP45zcAPXOtPbmSQo+Mlu5uNLM+sNF7M8r51BBJQcLKzlUUEH5SaPQTaVSOfKnQwN0hPof/4sMNBAdbCAm2EBMiIGYYD9igg1EBOolXUIIX+bFQdLxHObTDSSd6ITjZPdLGnhcK+cwn3bi4knH9pY8TnrAMbg58ZoEzC5Q+z/gytd+RecfCNTsgipQ1eyMJ54FV9VcV6lUqFUq1Cocl2oVahyjh6ra207YTqNS4SgK4igbpCg4/mr/XfP8tbc5rpx4u3LSNqfejgJ9K/7gqoK3CLcWONtcpInmq6i72BI4wrltnXarVGhOuF7bVnVt22vek+aE7WtHN/VaxwinTqs+5TZ9zeinXqvGT6fGX6fBX69xXvppNY2bzNXYLwtvcxYHIqPFRkmVhaJKM8VVZowWGxabHVPNKLJGjbPP9drjl7X9H2TQEuKvI9igPesJdEajkczMTBITE/Hz83PFO/da0hfCUyiKQrXFRnm1lTKjhTKjlQqThfJqK5VmK1VmG0aLDaPVsWKlxWrDbFew2uxYbQoWm+O7w2q3Y7Mr2BUFux3sNcekWjaLiaqifAIiYtDqDI5v4dr7VbXHRMc/1By/XnucBMft1Bxjjh8fHcdITc0xxXFsqXuccRyPHNtoVGp0GhUajcpxqVKh1TiOOxqNGp1ajUatqqmbrkKrVmHQaojNXkrnFXfWNPf4G6upiXHcySPnnjIA1eDExZrgffwz8PUMWuQ46SHHYAmY3az2f0DSrPmoDQHubo5LqLEzRL2XGErIJ4z19u7Y8cxRQoNWXSeI9tc5/gINjsUkQgwqHk2bSrA5n/rCPAUV9uB4bPdsR6/3opXVPODXemNt3rzZq5fGdiXpC9EcZqudnJJqskuqySkzUlDuWImypNpCSZWZCpOVSpONarOVaosNo8XuTLWy2hVnYNuaR35T7gFyP55F3PRXMcSltN4Lu9B49Xr+o/uEBNXxSYzZSgRfWM/niBJf5zh54qDYeNV6/q39mPgTHpdDJC+qbuQPzbk1gbwjcNdpVGjVanRaVZ3BouMLITkWRfLTOf7tr9PgV3PMC9DX/Bm0BDovtY6Bjtx1GD67tOE3GRAFVYWnubMZI+KNDdhbYbRdAmY3q/0fMOrpn9AYHCPMtb+gFRy/4ms5rjtGgO12an6RK9iU49etzl/qji83m6I0uPCCq6hUnDLCqNeqMZz4b60GvVaFXqtBq1Y5P+TamtFhjVqFVqNCq3L8W1MzNGCreU92RcFmB6vdfkLOrILFWpM7a6vNna25vea60WKjuubvbHJpz1Xv5kv9Uw1ud435X+zQ9nbk+AbqCA/QO/N9wwL0hPnrCA/U1dymJzJQT2SQngC9G6YCeMiv9cYqLy9n06ZNDBw40Odzd6UvRK3CCiPpBVUcOVZJZkk1uaVG8sqNlFRaKDNaqDBZqTbbMFkdI7q2Vjpcn3iG85SzoHVud5xJ1NT8uzZIVNWcXVWpHMc/m7GK8ux9BLfrirbmGInK8V6U4ydDj58RrTnrecpZ0BOOqcePpTXXT/fv2u3qPOY0Z2hrr3P8xU/s8aYOJLl7AGqyei2v6990yXM9GfEc+wP7OwJ3ZwCvwaBzXPppHYG7f00A76/TEF+8kX6/Xd/wk7dCQYGy9V8Ses61MunP3RbePaLFcpjtdsfEq9qAsdpspdp84nUb1ZbjtxktNqpO3Kbm9FqV2eY41WZyXFbXXK8NQBUFTFbHaXpX0mvVjl+9ei2BBg3+em2d60EGLYHBx38hB+iPLy+s12hqUgNUzl/b2poFa5SaHxg2RXEE1xY7RpsNk8XxvitNVtplHoK0htsYQwmVZhuVZkfJs8by12mICDweZEcEOgJqZ6AdoCM8QEd4oN45sc15kDjh21ivVTlHEAy6mkut+tSqFl64wEztRDefZ7cRXLiV0ZGFULgVAr0ol1M0yGqzc6iwgn25FRw+VklmcTW5ZUYKK0yUVluoMFoxWmyYra4JftUqnCOTBo0GP53aOeIYqHecZQuqXb7dX0eYn46QAB0hfjpC/bWEOf+tJ8igQdOicw0uacHnbh2KomC2XozR4vgRY7TaMdekrJitdoxWW83gjr1mmxNTWrpjttqJtdroVjNQZLIcn2Rtstqx1NxuttmxWGtTXhxnBqw1qTC22oG0kwbaFOXUVJha+YS5rA+O5Waw2p50Vo+ZrP6T1/UNbzfz/cX8ZC93/mA7+Yfb8VTWU1NzTnxMbUqPI6W15kcccJ5lHfeXzm7S+wYJmL2GWq1ypBvoW+bgarMrVNUE1ZWm+oPrKpOVKovthOs2Z57byY+tvbTWDI3XVlworrK0SPvP5Fy1kYsa8WE9pgpDo6LOyEVjVFtszrrCLaE2cA4LcIxoD1Pv4SEvq++Zl5fHJ598wg033OBclt7n7F4IvzxMXk4Wn2yzcENfHbHx7eCi5z3qbIA4lc1m52BBJWn5jom0R4sqyS0xUlBhorjKQqXJEQg39UygWuUYVKhNJQvx0xHmryMiSE9UkJ6oIMdk2rhQPxJC/YkP8yfQ4D2H77by+VepVI7BDC9YYdUxyGaj0mSjwjgC80cfoKvMrZODXUsBKrXhBFmLG3xeXVg8HVUBWO2OgN5WE8yfGMjba86K1472NzZgz1PCHD8k6yS5u4YaO/MM7zbrab3nEydalEatIthPR7Cfa3N4zVY7VWYrlWYbVabjl85g/MQgu3bE2+QIwGvTNUzWE0ucHU/ZqP0z1Vw/nfX27mQrEcRRRH1z1ewK5BLJOlt3XDuu7hq1I/5lRitHi6pIUqdDI34AVBVlEZDc8u1rjNzcXGbPns24ceO8+oDZZDX1aAFyKxRmrzYxrrOW2PIcx+3eUI+2DSuuMrMto4Rd2aUcyKvkaHEVeWVGSqstVJ/ww7+xalPb/PUagg1awgMdZ55igg2OeuPh/nSICKRTdCBRQXrUas+cH+IqPv/5dwPHIJsWf72WqGADXPJ8TRqfo2jAcY7R16Apr8LSxxqs6vHSrL83IYd5AsqrH0JZzmkCdhVG/1iuu/QarrCC0WqrOe45zhabbPaa0XWw2R2pmvbaUXflxGDd7gjUa9Ndnak3Ct2M20goLKKsGQu+Sg6zC7SpsnJezJkLXnOaylbzQbLbFTRpPxK80FF8vu4sZ8enp3ji+5i6XOLMu6szS5vjp3TUNTc4T/9w4qmi+m5zPL+iKJRUWcgpNZJXZiS3zOj4d6nj37k1l6XVDY/ANzYn+1rzv6hqN4zzUiIZ3jmKAR3C8fOCkZE6vLkcVS27DV7oDNVnGL3xj4CHDnjfe/MCiqKQX2Zia2Yxu7PLOZhfQUZxFfnljjSJaout0RPgagPhQIOWUH8tUUEGYkP8SIoIoFNUIF1jg0mJCSTQ4EWTh4XvqHei+AmVPVqyqoe7K4Zsnw/f3UqZSSH02XKZ9OcuEjB7iYa+LDxAtdnmDKDzaoPqMiM5pdVklziWlC6pNLLacG+DI+bnmV6rM7FEq1bRPS6YoZ0jGd8rjr6JYZ69WIgXVQE5o4O/w7xGzFCf9gN0Ht3SrWlzFEXhaFEV2zJK2JNTzqGCCjJLqikoN1FmtGCy2Bt9FlavURPkpyUqUE98mD8dIgNIiQmke1wIqQkhBEkgLLxdQ4MQLXmcdOcxeN1bsOQfEjC7mwTMXqQNjFhWma2UbvqOuCW3AXVHzO0ACvzdMosl9iENPlewn5YOEQH0SQqjR3wIiWH+jlX4wv0JcmGOZFpaGjNmzOCjjz6iW7duDT/Ay6qAnNFvT8HK4yt+pRXamPGDkY8u9aNb1An73siH4IJ/uaGBnq02f3hbZgl7c8tJL6wkq6SawgoT5UbrGdOxTmbQqgnx0xEdbKBduB/JUUH0iAuhX/swOkQEnHV9cdE4Z/35F+7VFlf6c8EIs+QwC9+i1njMRLimCtBrCRg6FUL9Tvm1rg5ph23cbP7dbiw3lxjJKqkiq7iazOIq9udXcuRYJUWVZufkpHKjlZ3ZZezMLjvldUL8tLQLD6BdmB/tTgikE8L8SQzzJyrI0OgAw8/Pj549ezZuoQ4vrAJyRie9DT+tip7Ravy0qjNu5yssVjt788rYllHKvjxHQJxTUs2xSkdNYYutcR2jAvx0GkL9HQFxYrg/naMDSU0IpV9SGPGhfqdWnBGt4qw+/8L9WvI46a5jcHB8s59CRphdQEaYhds04de6oijklRv5fW8Bf+wrYFtmCdklxrN+aZ1GRXyof51g2hFcB5AQ5kdCmH/TcqbTV8HHExverhVqdrrEoT/gk0aMht+wEDqNavn2tLJqs5WdWWVszyplf145R45VkltqpKimukRjJ9SpVY4SjmEBemJDDCSFB5ASE0TPhBD6JIURFWRo4XcihPBaNYunlBVkyQizED6pCb/WVSoVcSH+XDOkPdcMaQ9AudHC5qMlrE8/xvr0IrYeLcFyUiCjVavw02lQFIUqsw2LzZE7erSo6rSvFRWkp12YP7FBOkJU1XRKjCMhIpjYED9iQxwTpk4pj1WR17g30tjt3K3jeY5JfdWOlb4sNoXCKoWoAMeiP4Dj/o7nubGRTWO328kqNbIjs5S9uWWkF1Q684dLqixUm600coAYjVpFgF5DeE1A3CEigJTYIHq3C6NPYqjLK/iI1mOxWCgsLCQqKgqdTv4/CjdQaxzzX+ZNa/JTSMAshCDYT8eortGM6hoNgNFiY2tGCevTi1ifXsSmI8VUW2xUmKynPDY8QEeovw69Ro3V7gimS6rMGK12CivMFFaYz7g0brBBS0yIo8ZsbLAfgzBxXWMaHeQl5anUGpj0mrOs3I58OwPfrWTTbYEMiK8ZgZ/0mkemlxyrMLEzu4x9ueUcLKjgaJGj3FpRpZlKkxVzY6NhHD+4Ag1aIgL1xIf40SEqgK6xwfRpF0rPdqHeV8FFNNqOHTtkOXjhfqmT4bI58Oy1TXq4pGS4gKRkiLbOWjPxald2KTuzytiZXcqB/AqKKs1nfJxGBWEBegx2IxVHdxLasReKLtAZfNe3oqQa+5mrgAAlmmhe6PE1EcH+RAYaiAzSn3CpJzRAh0HrYQFYzQzx0vwsVh+1cl57LaExia1epcVut5NRXM3BgkoO1QTB2SXV5JebKKo0U260UmVufO4wOPKHDTo1wQYtkUEG4kP96BgZSLf4YHq3C6VbTDBarQdXZBEtqrS0lNWrV3PeeecRGhrq7uYIH9aceE0CZheQgFn4qqJKMwfyKziQX0FmsSPwqi1/l1tmxNbEpc8u0qznLe2rAHWC5tqna0wVEJ3GMaIZqNcS7Of4C/XXE+qvJbx2yfKaZcxD/bU1y7Rrnaut1S7P7tKJYi6cIW612SmsNJFb4qjhnV9ucvyVGTlWYaa4ykxZtZUKkyMANtUs/NOU/yU6jYoAvdaZLpEU7k+n6CBSE0Lo0y6MiKBGrKQjhBBuJgGzm0nALMSpbHaF/HIj2SXV7D6UxZIfv6PrueOw6IMprnIEdMWVFkqqHNUQKs22OgH2ePV6/qP7hARVkfO2bCWSJy3TGlUyz1XUNQvSaNQ1fyoV6pp/a9V1b9eoj9+nVoGa4wvY1C6CY64oIWvzb8T3Px9DcHjNIjv2OkvLWmzHl5212O1YbacuO+sKOo0Kf52GYD8d4QE6YkIMJIT6OxbiiA6kZ0KoVJcQzVZQUMD8+fOZOnUq0dHR7m6O8GHNidckh1kI0SI0akcVjfhQf9RFR7jlrWf4c9pk+vfvVe/2iqJgstqpNFmpNNmoNI8gu/pu8jP/RCnPpUwbSVZoP86xquhbu2Sq1Y7RUrOMas1ldc2S61VmK1VmO0aLFWPN8uIWqx2L3bHEamPZFccyq2e7PPLpmPMOkfPdGxQGdkQf65o0BRWO/tZp1Pjr1AQYjo+oRwbqiAoyEBPiKA/YKTqQ5KhAmUQnWk1mZib3338/w4YNk4BZeC0ZYXYBGWEWwvs4RnLtzlQFc82lxWanyuzIsa4wWik3OtIaTkxtMFlsGK2Ox9Q+zmZ3BNVWm2NE2K6AHQXHf47riuL4YYCK48uwq0CrUqPRqNCpVWg1agxaNQadGj+tBn+9hmCDI10kxE9HeKDOma8dFawnzF8vI8BCCNEIMsIshBBnyZFKoZHqDEIIIRok05aFEC1u//79jBkzhv3797u7KW4nfSF8jezzoi2QgFkI0eK0Wi3R0dFotXJSS/pC+BrZ50VbIDnMLiA5zEIIIYQQnq058ZqMMAshWpzNZqOsrAybzebuprid9IXwNbLPi7ZAAmYhRIvbtm0boaGhbNu2zd1NcTvpC+FrZJ8XbYEEzEKIFpecnMz8+fNJTk52d1PcTvpC+BrZ50VbIDnMLiA5zEIIIYQQnk1ymIUQHu3YsWN89NFHHDt2zN1NcTvpC+FrZJ8XbYEEzEKIFnfkyBFuvPFGjhw54u6muJ30hfA1ss+LtkBSMlxAUjKEODNFUbDZbGg0Gp9fxln6Qvga2eeFp5ClsYUQHk2lUsmiBTWkL4SvkX1etAWSkiGEaHEHDx5k8uTJHDx40N1NcTvpC+FrZJ8XbYEEzEIIIYQQQpyB5DC7gOQwCyGEEEJ4NikrJ4TwaIqiYLVakd/n0hfC98g+L9oCCZiFEC1uy5Yt6HQ6tmzZ4u6muJ30hfA1ss+LtkACZiFEi+vQoQNz586lQ4cO7m6K20lfCF8j+7xoCySH2QUkh1kIIYQQwrNJDrMQwqMVFxfz9ddfU1xc7O6muJ30hfA1ss+LtkACZiFEi0tPT2fq1Kmkp6e7uyluJ30hfI3s86ItkJQMF5CUDCHOzGazUVlZSWBgIBqNxt3NcSvpC+FrZJ8XnkKWxhZCeDSNRiM/JmtIXwhfI/u8aAskJUMI0eLS09O59tpr5ZQs0hfC98g+L9oCCZiFEC3OarVSUFCA1Wp1d1PcTvpC+BrZ50VbIDnMLiA5zEIIIYQQnk3KygkhhBBCCNFCJGAWQrS4LVu2YDAYZGlcpC+E75F9XrQFEjALIVpcYmIiL7/8MomJie5uittJXwhfI/u8aAskh9kFJIdZCCGEEMKzSQ6zEMKjlZaW8vPPP1NaWuruprid9IXwNbLPi7ZAAmYhRIs7ePAgEydO5ODBg+5uittJXwhfI/u8aAtkpT8hRIvr3bs32dnZREVFubsp7mW30TuolOzl7xIVVAp2G6hlqWDRtsnnX7QFEjALIVqcTqcjPj7e3c1wr90L4ZeH0ZXn4OyJ4Hi46HlInezOlgnRouTzL9oCSckQQrS4I0eOcMstt3DkyBF3N8U9di+E+dOgPIcjJXZuWVjNkRI7lOc4bt+90N0tFKLF+PznX7QJLgmYLRYLGRkZpKWlUVRU5IqnFEK0IUajkV27dmE0Gt3dlNZnt8GP9zqvGq0KuwrsGK0nFCj6caZjOyHaIJ/+/Is2o8ll5SoqKvjss8/44osvWL9+PSaTyXlfYmIi48aN47bbbmPw4MEua6ynkrJyQojTOvg7zLu04e2m/QCdR7d0a4QQwme1elm5V155hY4dO/Lee+9xwQUX8N1337F161bS0tJYt24d//nPf7BarYwdO5YJEyawf//+pryMEEJ4vyOrXbudEEKIVtekgHnt2rWsWLGCjRs38vjjjzNhwgR69+5NSkoKQ4YM4aabbmLu3Lnk5eUxefJk/vjjD1e3WwjhRbZt20ZERATbtm1zd1Na30nn8Lbl2oh4roxtubYzbidEW+HTn3/RZjSpSsbXX3/dqO0MBgN33nlnU15CCNGGxMXF8dhjjxEXF+fuprS+5BGw6gXn1bggFY+dZyAuSHXqdkK0QT79+RdthsuWxt60aRMDBw50xVN5HclhFkKclt0GL6RA9RkmRPtHwEMHpCazEEK0oObEay6rw3zZZZdx9OhRVz2dEKINKS8vd/6oDg4OdndzXEpRFI5VmjlyrIqskmoKyk0UVpgoLDdRXGWm2mKjj+7vPFz9NAAVJoVNOTYGxmsIMjhGmf/o9i/Cs8rpHh+MQStBs2hb2vLnX/iOswqYp06dWu/tiqJIOTkhxGnt37+f888/n02bNjFgwAB3N6fJjlWY2J1Txp6cMnZnl7Evr4KjRVVUmKxnfNwaenJIPYsndJ+QU1TA+R9Xsem2QOLionnScgNL/oyDP9eg06hITQhlQs84LukdT/vIgFZ6Z0K0nLby+Re+7axSMiIiIpg3bx5BQUF1blcUhauvvpq8vDyXN9AbSEqGEGdmNBrJzMwkMTERPz8/dzenUex2hX355Ww8XMzGw0VsPFJMZnF1vduqVBAf4kdiRADRwQaigwxEBemJCDQQaNDgp9MQoNdgUIMhYw3Z6bvRx3QmO3wQueUWdmaVsT2zhOIqS53n7dUuhCn92jF1cBIhfrrWeNtCuJw3fv5F29RqKRmjR48mKCiIUaNGnXJf//79z+qFhRC+w8/Pj5SUFHc3o0EF5SZW7S9g5b4CVu0v5Filuc79KhV0jAykR3wwqfEhdIsLITkqgMTwAPx0jUyl6DyFvqOnnHKzoihkFlezan8hi3bksO7QMXZmlbEzq4xXf93PNYOTuPG8ZNqF+bvgnQrRerzl8y98wN5FTX6oyyb9+TIZYRbizDIyMnjhhRd46KGHSEpKcndz6sgoquKXnTks2pHL1oySOvcF6DX0bx/GoA4RDOoYTr+kMIKbOdLb2L44VmFi8a5cPl57mH15FQBo1CquGNCOB8Z1IzZERuqEd/Dkz7/wIbsXUjZvGqHPlrX+pL/c3FwpEyOEaFB5eTm///47d9xxh7ubAsDRY1X8vCOHRTty2JFVWue+Xu1CGNklmlFdoxnQIRydpknl6k+rsX0RGWTgb+d04Loh7fl9XwHv/nGIdYeOMX9jJj9uy+GOUZ25bWQn/PUySVB4Nk/7/AsfZLfB4kdoTsH7Zo0w9+nTh+3btzf5xdsKGWEWwvNVm238sjOH+Rsz+PPQ8UnKahWc2ymSi3rHM75nLDHBnjtyu+lIMU//vJvNR0sAiAvx4/FJqVzcO969DRNCCE+Wvgo+nkiZSSH02fLWH2GWbA4hhKfbnlnCVxsyWLg1m/KaahYqFQzvHMXFNUFyZJDBza1snIEdwvn278P4aXsOz/6yl6ySau78bDOX9I7nyUt7ElXf+7Db4MhaqMiDoFjoMEzqPQshfEtF84tSNOtco0qlanijFpaVlcX1119PZGQkAQEB9OvXj02bNjnvVxSFJ554goSEBPz9/Rk9ejS7du2q8xwmk4l77rmHqKgoAgMDmTx5MpmZma39VoRos3bs2EFiYiI7duxoldez2uz8uC2bKW+tYfKba/jsr6OUm6wkhvtz/9iurHnkAj695RyuO6d9qwfLze0LlUrFpL4JLH9gFPdckIJGreLnHTmMe2UlC7dl1x3I2L0QXu0FH0+Eb292XL7ay3G7EK2ktT//QpwiKLbZT+Ha5LxWVlxczPDhw9HpdPzyyy/s3r2bl156ibCwMOc2zz//PC+//DJvvvkmGzZsIC4ujrFjx1JeXu7cZtasWSxYsIAvv/yS1atXU1FRwcSJE7HZbG54V0K0PVFRUdxyyy1ERUW16OuUVluY88dBRj6/gnu+2MLWjBL0GjWT+ybw2S3nsPKh87n3wi4kuLHShKv6wk+n4YFx3fjhruH0iA+hqNLMvV9s4YH526g0WR1B8fwboCy77gPLchy3S9AsWklrff6FOK0OwyAkAWj6QK9X5zA/+uijrFmzhlWrVtV7v6IoJCQkMGvWLB555BHAMZocGxvLc889x+23305paSnR0dHMmzePq6++GoDs7GySkpJYtGgR48ePb7AdksMshHvllRmZ88chvtxwlCqz44duZKCe68/twPXndiA62DtSLprKbLXz1ooDvLniADa7QpcoPxYpd6GrzDnNI1SOg8esHZKeIYTwDc2sktGsEWa9Xt+chzfbwoULGTRoEFdddRUxMTH079+f9957z3l/eno6ubm5jBs3znmbwWBg1KhRrF27FoBNmzZhsVjqbJOQkECvXr2c2wghmqeyspINGzZQWVnp0ufNKa3mPz/sZMTzK/hwTTpVZhvd44J5/so+rHn0Au4b29XjguWW6Au9Vs19Y7vyxa3nEhtiILJo8xmCZQAFyrIcuc1CtLCW+vwLcVZSJ8Nlc5r88GYFzBs3bmzOw5vt0KFDvP3223Tp0oUlS5Zwxx13cO+99/LJJ58AjrJ3ALGxdXNXYmNjnffl5uai1+sJDw8/7TYnM5lMlJWV1fkTQpxeWloaQ4YMIS0tzSXPl1VSzT8X7GDU87/z8bojmK12BnUI55ObhvDLzBFMHZTU+IVEWpmr++JEQ5IjWHTvCEbGNzKdzAUTYYRoSEvu80Kcle4XN/mhzaqS4W52u51BgwbxzDPPAI7VBnft2sXbb7/NDTfc4Nzu5MmJiqI0OGHxTNvMnj2bJ598spmtF8J39OjRg23bttGlS5dmPU9RpZk3fzvAp38ewWyzA3BOcgQzx3RhaKdIj5iI3BBX9cXpRAYZuOOSYfBJIzZ2wUQYIRrS0vu8EK3BJQGz0Whk+/bt5OfnY7fb69w3efJkV7xEveLj40lNTa1zW48ePfj2228BnIuq5ObmEh9/vE5pfn6+c9Q5Li4Os9lMcXFxnVHm/Px8hg0bVu/rPvbYY9x///3O62VlZbJ6kRBn4O/vT58+fZr8+GqzjQ/XpPPO7wedpeGGdopk5pgunNsp0lXNbBXN7YvGUHccDiEJKGU5qOot1F+Tw9yh/u84IVypNfZ5IVpas6tkLF68mPbt23PuuecyefJkpkyZ4vy77LLLXNHG0xo+fPgpp3j27dtHhw4dAEhOTiYuLo5ly5Y57zebzfzxxx/OYHjgwIHodLo62+Tk5LBz587TBswGg4GQkJA6f0KI08vKyuKxxx4jKyvrrB5nsyt8teEoo19cwQtL0ig3WUmND+GTm4bwxW3nel2wDE3vi7Oi1sCE51ABykmzwp3XJzwrE/5Eq2iVfV6IFtbsgPnuu+/mqquuIicnB7vdXuevpcuy3Xffffz5558888wzHDhwgM8//5x3332Xu+66C3CkYsyaNYtnnnmGBQsWsHPnTmbMmEFAQADXXXcdAKGhodx888088MADLF++nC1btnD99dfTu3dvxowZ06LtF8JXlJSU8PXXX1NSUtLox2w4XMSkN1bzyLc7yCsz0S7Mn1eu7stP95zHyK7RLdfYFtaUvmiS1Mkw9RNUIXVXAcxRItgy9HXH/UK0glbb54VoQc0qKwcQEhLCli1b6Ny5s6vadFZ++uknHnvsMfbv309ycjL3338/t956q/N+RVF48sknmTNnDsXFxZxzzjm89dZb9OrVy7mN0WjkoYce4vPPP6e6upoLL7yQ//3vf41Os5CyckK4Tl6ZkdmL9vD9Vkf94BA/Lfde2IVpQztg0MqI6FmrWenPXJrDa3+W8fbhWFCpefLSXkw7t4O7WyeE8EVuWoG0OfFaswPmm266ieHDh3PzzTc352m8mgTMQjSf2WrnwzXpvLF8P9VmC0PUe5nSWcNFQ/sR2n2UpA+4gNVm598/7OKL9UcBmHlhF2aN6eIVkyWFEG3E7oWw+JG6iyqFJMCE51r8zJdbA+aqqiquuuoqoqOj6d27Nzqdrs799957b3Oe3itIwCzEme3atYvLL7+c7777jp49e55y//r0Ih77bjsHCyoZr17P036fEmUvPL5BK32ZtoaG+qKlKYrCa8v38+qv+wG4dUQy/7i4hwTNosW4e58XHqR2BdJTJiPXfP9M/aRFv+ebE681u0rG559/zpIlS/D39+f333+v86WrUql8ImAWQpxZaGgokydPJjQ0tM7tpdUWnv1lr3PE86qAzTxvfw3sJ32Z1i7n3MJfpq3hdH3RWlQqFbPGdCXUX8eTP+7mvVXpVFts/N/kXqjVEjQL13P3Pi88hN3mGFmut3KPAqhg8aPQ/RKPPKPY7BHmuLg47r33Xh599FHU6mbPIfRKMsIsxNlRFIVfdubyn4W7KCg3AXDtoASePnId6vLs0zxKlnN2tS/XH+WxBTtQFLhyYCLPXdEHjQTNQoiWkL4KPp7Y8HbTf4LkES3ShObEa82OcM1mM1dffbXPBstCiIZVV1eza9cuqquryS8zctu8Tdz52WYKyk10igrki1vPZfbAijMEy9BWlnM+sS/c7Zoh7Xllaj80ahXfbMrkgflbsZ08ui9EM3nSPi/cqLEri3roCqTNjnKnT5/OV1995Yq2CCHaqD179tCrVy/mLFzJuFdXsmx3Hlq1insuSGHRzBEM7Rzp9V+mjVXbF3v27HF3UwCY0r8db17bH61axfdbs3n4m+3YJWgWLuRp+7xwk8auLOqhK5A2O4fZZrPx/PPPs2TJEvr06XPKpL+XX365uS8hhPByMYkdueKJubz8VzlqvT+p8SG8fHVfusedcErMy79MG6tr166sXbuWrl27urspThf1jud14J4vtvDt5ky0ahWzL+8tOc3CJTxxnxdu0GGYI62uLIf685g9ewXSZgfMO3bsoH///gDs3Lmzzn0y61oIsSItn0e+2U5+dTQ6PxV3ju7MPRd0Qa896QSXl3+ZNlZQUBBDhw51dzNOcXHveGx2hZlfbuGrjRmo1SqeniITAUXzeeo+L1pZzQqkjioZjnVIj/P8FUibHTCvWLHCFe0QQni6syw0X2my8tTPe/hi/VGsFUXoD/7OO/99iLGDutX/AC//Mm2snJwcPvjgA26++Wbi4+MbfkArmtQ3AbuicN9XW/li/VH8dRr+PVFKzonm8eR9XrSymhVI66/D/KxHV0FqdsAshPABZ1lofsPhIh6Yv42jRVUATOoayIJvFxGrn3nm1/HiL9PGKigo4K233mLy5MkeGTxc2q8dFpvCg19v48M16YT4a5k1Rk6li6bz9H1etLLUyY7ScW5Y6a85ml1Wbvbs2cTGxnLTTTfVuf3DDz+koKCARx55pFkN9AZSVk60aWdRaN5mV3jjt/28vnw/dgXahfnzwpV9GJYSdXav6aZlU8Vxc9ek8+SPuwH498RUbj4v2c0tEkKI5nFrWbk5c+bQvXv3U27v2bMn77zzTnOfXgjhTg0WmsdRaN5uI7/MyPXv/8WrvzqC5SsGJPLLrBFnHyyDIzhOHgG9r3RcSrDc6m4cnsz9Yx0jy//9aTfzN2a4uUVCCOE+zQ6Yc3Nz6z3FEh0dTU5OTnOfXgjhTkfW1k2NOIWjNvL2tYu4+PVVrDt0jAC9hleu7stLU/sS4ueomrNnzx4GDBggZaXwrr6454IUbqkZWX702+0s3+PdJf2Ee3jTPi/E6TQ7YE5KSmLNmjWn3L5mzRoSEhKa+/RCCHdqZM3j93/5k8IKM93jgvnxnvO4rH9infsDAwMZOnQogYGBLdFKr+JNfaFSqfjnJT24cmAidgXu/nwL2zJK3N0s4WW8aZ8X4nSaPenvlltuYdasWVgsFi644AIAli9fzsMPP8wDDzzQ7AYKIRqhpXJ+G1nzOF8J47pz2vP4xFT8dKe+bvv27Xnrrbea3542wNv6QqVy1GTOLzexcl8BN320ge/uHEaHSAl+RON42z4vRH2aPelPURQeffRRXn/9dcxmMwB+fn488sgjPP744y5ppKeTSX/Crc6ygsVZsdvg1V6nrY1sVyCPSDZe9geT+iWd9mlMJhM5OTnEx8djMBia1yYv5619UWGyMvWddezOKSM5KpBv/z6MiEC9u5slvIC37vOi7WlOvNbsgLlWRUUFe/bswd/fny5duvjUh0ICZuE2Z1HBovmvQZ3XsSugUkHBRe8Tc85VZ3yKzZs3M3DgQDZt2sSAAQOa1x4v5819kV9m5LL/rSWrpJr+7cP4/JZz8dfLhExxZt68zwvvoygKB/Ir2J1Txv68Cvbnl5NTaqTCaKWktJQtT01pvYD56NGjtG/fvtHbZ2Vl0a5du7N9Ga8hAbNwC+fo7+km5dWsjDdrR/PTM3YvxLroYbQVxyfylupiCLj0BXS9pjT48LKyMtavX8+QIUN8/jPi7X1xIL+cy/+3ljKjlXGpsbx9/UA0shqgOANv3+eF56s0WVm+N5+V+wpYtb+AvDJTvdvZTVVkvDq19QLm2NhYJk+ezK233sqQIUPq3aa0tJT58+fz2muvcfvtt3PPPfec7ct4DQmYhVukr4KPJza83fSfHKXZmmHZ7jwenr+ZbuadtNeXceXIgQwZPUnKvfmo9elFXP/+X5htdm4Y2oEnJ/eU1QCFEK1KURQ2HC7m640Z/LwjhyqzzXmfn05Nr4RQusQG0yUmiPYRAYT468BcxTndk5oUrzVp0t+ePXt45plnmDBhAjqdjkGDBpGQkICfnx/FxcXs3r2bXbt2MWjQIF544QUuuuiipryMEOJMGlnBotHb1cNstfPsL3v5cE06ANWJQ7nnugEkRQSc1fPk5eXx2Wef8be//Y3Y2MZNJGyr2kJfDEmO4JWr+3HX55v5ZN0R2oX5c/uozu5ulvBQbWGfF57DZlf4eUcO/1txgL255c7bO0YGML5nHCO6RDOoY3i9E9DLyppe66JZOcxGo5FFixaxatUqDh8+THV1NVFRUfTv35/x48fTq1evJjfMm8gIs3CLFh5hziiq4u7PN7MtsxSAm89L5pEJ3dFrz74a5datWxk5ciQrV66kX79+Z/34tqQt9cX7qw7x1M+O2rqvX9ufyX2llKg4VVva54X72O0KC7Zk8eaKA6QXVgIQoNcwsU88Vw1KYlCH8AbPdHnEpD9fJgGzcIsGKlg0J4f5lx05PPztdsqNVkL9dbx4VV/GpsrIkDjV//24mw/XpGPQqpl/+1D6JoW5u0lCiDZmw+EinvxxFzuzygAIC9Bx47Bkpg/rQFhA46v1NCdea3YdZiGEm6g1jtJx82/AURXjxKC55lf2hGfPKlg2Wmw8s2gPn6w7AsCA9mG8cd0A2oX5u6zZom355yU9OHyskt/25nPrJxtZePd5xIX6ubtZQog2IL/cyH9/2sOP2xyT24MNWu48P4VpQzsQZGjdELbZK/0JIdwodbKjdFzIScvThyScdUm5w4WVXPH2WmewfPuoTnx1+1CXBMtpaWmcd955pKWlNfu5vF1b6wuNWsVr1/SjS0wQ+eUmbpu3EaPF1vADhc9oa/u8aHmKovD9lizGvrySH7dlo1LBtUOSWPHQaP4+unOrB8sgI8xCeL/UydD9kmat9LdwWzb/+G4HFSYrEYF6Xpral/O7xbisiQaDgZSUFJ+qz346bbEvgv10fDB9MJPfWs32zFIe/mY7r13TTypnCKBt7vOi5eSXG/nHdzv5dY9jwnrPhBCeu6IPvdqFurVdksPsApLDLLxVhcnKkwt38fWmTACGdIzg9Wv7yyl10SRrDxZywwfrsdoVHhrfjbvOT3F3k4QQXmTNgUJmfrmVwgoTOo2Key/owh2jO6PTuCYhojnxmqRkCOGjthwt5pLXV/H1pkxUKrjnghQ+v/WcFgmWLRYLBQUFWCwWlz+3t2nLfTGscxRPTO4JwAtL0li6K9fNLRKeoC3v88I1bHaFl5ft4/oP/qKwwkS32GB+vOc87rmwi8uC5eZqditmzJjBypUrXdEWIUQrsNrsvL58P1e+s44jx6poF+bPl7eeywPjuqFtoS+mHTt2EBMTw44dO1rk+b1JW++L68/twLRzOwAw66ut7M0tc3OLhLu19X2+zbHbHGVLd3zjuLS37JyEkiozN3z4F68v34+iwDWDk/j+ruF0j/OsM/bNzmEuLy9n3LhxJCUlceONNzJ9+vQ2vQy2EN5sV3Ypj3y73VmaZ1LfBJ6a0otQf12Lvm6nTp344Ycf6NSpU4u+jjfwhb54fFIqBwsqWHvwGLd8vJEf7hpOZJDkr/oqX9jn24zdC2HxI1CWffy2kARHRaazmETeWPvzyrnlk40cOVZFgF7D7Mt7c2k/z4whXZLDfOzYMT799FM++ugjdu7cyZgxY7j55pu59NJL0ela9kDsCSSHWXg6k9XGG8sP8M4fB7HaFUL9dTwxOZUp/drJxCzRIkqqzFz61hqOHKtiSMcIPr3lnCYteiOEaCW7F9aUKT05LKw5Rpxl5aWGrNibzz1fbKHCZCUx3J/3pw9q8VFlt+cwR0ZGMnPmTLZs2cL69etJSUlh2rRpJCQkcN9997F//35XvIwQoglW7y/kktdX8+aKA1jtChf1imPZ/SO5rH9iqwXLBQUFzJkzh4KCglZ5PU/mK30RFqDng+mDCDZoWX+4iGcW7XF3k4Sb+Mo+79XsNsfIcr2LYNXctvhRl6VnfPrnEW7+eAMVJitDkiP4wQNTME7m0p/7OTk5LF26lKVLl6LRaLj44ovZtWsXqampvPLKK658KSFEAw4XVnLrJxu5/oO/OJBfQVSQgbf/NoC3rx9ITHDrVsHIyMjgrrvuIiMjo1Vf1xP5Ul+kxATz8tX9APho7WF+2Jrl3gYJt/Clfd5rHVlbNw3jFAqUZTm2awZFUXhpaRr/+n4ndgWuHpTEpzef4xUpW81OybBYLCxcuJC5c+eydOlS+vTpwy233MLf/vY3goODAfjyyy/5+9//TnFxsUsa7WkkJUN4kpIqM2//cZC5qw9jttnRqFXcMLQDsy7sSmhA20+REp7nxSVpvLniAP46DQvuGubxI0lC+Jwd38C3Nze83RUfQO8rm/QSVpudfyzYwfyNjjKms8Z0YeaFXVo1LdCtS2PHx8djt9u59tprWb9+Pf369Ttlm/HjxxMWFtbclxJCnEGZ0cIHq9L5cHU65SYrACO7RvP4xB6kxAS7uXXCl903tivbMktYtb+QO+ZtYuFdQwnJ29DkhXaEEC4WFOva7U5ittq594stLN6Vi1oFT1/Wm2uHtG/Sc7lLs1MyXnnlFbKzs3nrrbfqDZYBwsPDSU9Pb+5LCSHqUWa08NaKA4x4bgWvLd9PuclK97hgPpwxiI9vHOwRwfL+/fsZP368zGfAN/vCsXx2f9qF+dOt+HesL/WCjyc6RrQ+ngiv9nJMOBJtki/u816nwzBHNQxON9qrgpB2ju3OktFi4/Z5G1m8Kxe9Rs071w/0umAZXDDCPG3aNFe0Qwhxlo5VmJi75jAfrztMudExopwSE8R9Y7pyUa841GrPqX6h0WgICQlBo5FRRF/ti4hAPZ8Nz6P9r6+ClbrH5bIcx+x8F8/CF57BV/d5r6LWOErHzb8Bx4fzxGzdmg/rhGfP+kxQpcnKrZ9sZO3BY/jp1Lx3wyBGdIl2VatbVbNzmO+///76n1ilws/Pj5SUFC699FIiIiKa8zIeTXKYRWvKKzMy549DfLH+KNUWx4zllJgg7j4/hUl9E9B4UKAshJPdBq/2QinLPs0YlsoxwjVrh6RnCOEu9dZhbucIls/yx2yV2cqMuRtYn15EoF7DhzMGc06nSBc3+Ow0J15rdsB8/vnns3nzZmw2G926dUNRFPbv349Go6F79+6kpaWhUqlYvXo1qampzXkpjyUBs2gNOaXVvP37Qb7ckIHZagegd7tQ7jo/hXGpsR41onwym82G0WjEz8/P50eZfLYv0lc50i8aMv0nSB7R8u0RrcZn93lvZbc5qmE0Y45BtdnGzR9vYO3BYwQbtHx88xAGtA9voQY3nlvrMF966aWMGTOG7OxsNm3axObNm8nKymLs2LFce+21ZGVlMXLkSO67777mvpQQPimzuIp/LtjBqOd/55N1RzBb7QzuGM4nNw1h4d3DmeBh6Rf12bZtG0FBQWzbts3dTXE7n+2LijzXbie8hs/u895KrXH8aO19pePyLINlo8XGbfMcaRiBeg0f3eQZwXJzNTuH+YUXXmDZsmV1IvWQkBCeeOIJxo0bx8yZM3n88ccZN25cc19KCJ+SUVTFWysO8M2mTKx2x4mgcztFcO+FXRjaKdKrVujr2LEjn3/+OR07dnR3U9zOZ/uihWfhC8/ls/u8D7LY7Nz52WZW7S/EX+cIlgd28P5gGVwQMJeWlpKfn39KukVBQQFlZWUAhIWFYTabm/tSQviErJJqXl22j++2ZGGrCZSHp0Ry7wVd3J7/1VQRERFce+217m6GR/DZvqidhV+WQ32riSmoUIUkNGkWvvBsPrvP+xi7XeHBr7fx2958/HRqPpwxmMEd2878NZekZNx0000sWLCAzMxMsrKyWLBgATfffDNTpkwBYP369XTt2rW5LyVEm1ZmtPDsL3s5/8Xf+XpTJja7woguUXxzx1A+u+Vcrw2WAYqKivj0008pKipyd1Pczmf7onYWPnBy6Sq74lgBLG/4kzLhrw3y2X3ehyiKwhM/7uKHrdlo1Srevn4gQzt77zGrPs0eYZ4zZw733Xcf11xzDVaro7SVVqtl+vTpzuWwu3fvzvvvv9/clxKiTbLY7Hz25xFeW76f4ioLAOckR/DIRd3bRN4XwOHDh5k2bRqbNm1q0xVzGsOn+yJ1sqN03Emz8Is00fzT+Dcy/ozjuwE2/HQSNLclPr3P+4hXlu3jk3VHUKng5av7cX63GHc3yeWaVSXDYrEwbtw45syZQ0JCAocOHUJRFDp37kxQUJAr2+nRpEqGaKq/Dh3j8R92kZZXDkDn6EAeu6gHF/aIcXmOcoXJypajxWw8XMyWjBKOVZioMtuoNFmpNtsI8tMSF+pHQqg/caF+dI8L5txOkSSG+9dtSxNmUNvtdiwWCzqdDrW62Se2vJr0BafsQ7lhA7j4zbUUVZqZdm4H/jull7tbKFxI9vm27dM/j/Cv73cC8N8pvZh2bgc3t+j03FpWLjo6mrVr19KlS5fmPI1Xk4BZnK2CchOzF+3huy1ZAIQF6HhgXDeuHZyEVuO6A0q12cb3W7P4cv1RdmSVYm/Cpz0+1I8hyRGc3y2GizTrMfz6j5NqdCY4TrXLghOiGX5Py2fG3A0A/O9vA7i4d7ybWySEaMiKvfnc/PEG7ArMGtOFWWM8O/3WrQHzAw88gE6n49lnn23O03g1CZhFYymKwvyNGTz18x7KjVZUKrhmcHseHt+N8EC9y14ns7iKeeuO8OWGDEqrLc7bE8P9GdQhnIEdwkmMCCBQryVAr8Ffr6HcaCWnpJqcUiNZJdVszShhe2YJFpvjK2K8ej1v615FpTo5A7Xm2hlWaTt06BAPPvggL774Ip06dXLZ+/RG0hen9+wve3nnj4MEG7T8dO95dIgMdHeThAvIPt827cwqZeqcdVSZbVw5MJEXruzj8dWbmhOvNTuH2Ww28/7777Ns2TIGDRpEYGDdL7iXX365uS8hRJuQUVTFY9/tYPWBQsCx6Mh/p/SiX1KYy16jymzltV/388HqdGcpuqQIf244tyOT+yUQG+J3xsef3JZqs40tR4tZeyCPG/66B+wnB8vgqHiggsWPQvdL6k3PsNvtmEwm7HZ7k99bWyF9cXoPjOvKhsNFbDpSzN2fb+Gbvw/FoJV8Zm8n+3zbk1Nazc0fb6DKbGN4SiTPXNbb44Pl5nLJSn+nfXKVit9++605T+8VZIRZnIndrvDZX0d49pe9VJptGLRqHhrfjRuHJ7tsGWtFUVi6O48nF+4iu9QIwLDOkdw0PJnzu8c0/3VklTbRSrJLqrn49VWUVFmYMawjT0zu6e4mCSFOUG60cNU769ibW07X2CC+vmMYof46dzerUdw6wrxixYrmPoUQbVZ+mZEHv9nOyn0FAAzpGMFzV/YhOcp1p5oLyk089t12ft2TDzjSLp6c3JMLe7hwAYhGrr7245rNjIw712u+PIXnSQjz56Wr+nLzxxv5aO1hzu0UyYRece5ulhACR1Wnuz7fwt7ccqKDDXw4Y7DPfN/LdFUhWsivu/OY8NoqVu4rwKBV88SkVL687VyXBsvr04u45PVV/LonH51GxZ2jO7PsvlGuDZah0auvfbbbzKgXVvDeykMYLTbn7Zs3b0alUrF582bXtssLSV807MIesdw20pHr+tA328goqnJzi0RzyD7fNiiKwr+/38nKfQX46zR8OH0wieEB7m5Wq3FJwLxq1Squv/56hg4dSlaWY9b/vHnzWL16tSueXgivYrTY+Nf3O7jlk40UVZrpER/CT/ecx4zhyahdlIJhtyu888dBrn3vT/LLTXSJCeKne0bw8ITu+OtbIOezdpW2ejKYwbFKW7V/PEWRAympsvD0oj2Me2Ulf9SMrLdv35733nuP9u3bu75tXkb6onEeGt+N/u3DKDdaue+rrVhtkv/qrWSfbxve+eMQX27IQK2CN67tT+/EUHc3qVU1O2D+9ttvGT9+PP7+/mzZsgWTyQRAeXk5zzzzTLMbKIQ3OXqsiiveXsunfx4F4Obzkvn+rmF0iQ122WuUGy3cNm8jz/6yF5td4bL+7fjh7uF0i3Pda5ziDKu0gQoV4D/peRbNGs3zV/QhNsTA0aIqpn+4nnu/2IJiCOaWW24hKiqq5droJaKioqQvGkGnUfP6Nf0JMmjZeKSYN1cccHeTRBPJPu/9VuzN5/klewH4z6SejEl18VlML9DsgPmpp57inXfe4b333kOnO57HMmzYMDn9InzKst15XPLGKnZllxERqOfjm4bw74mpLp3ln1NazVXvrOPXPfnotWqeuaw3L0/tS4C+2dMRGla7SlvISfVxQxKcJeW0GjVTByex/IHR3Di8I2oVLNyWzeinfuS+5+Zw7JgsjVtcXMx3331HcXGxu5vi8ZIiAniqZhGT15fvZ+Nh2X+8kezz3u1QQQX3frkFRYG/ndOe6cM6urtJbtHso2xaWhojR4485faQkBBKSkqa+/RCeDybXeHFpWm8/ftBAPq3D+Ot6waQEObv0tfZlV3KTR9tIK/MRHSwgQ+mD6JPYphLX6NBqZMdpeMaWOkvyKDlP5N6cln/dvxjwQ42bTrAq8/PYnuJnrdnXUlXF464e5v09HSuuOIKNm3aRHh421j6vCVN6d+OP/YVsGBLFjO/3Movs0YQ4ucbk4zaCtnnvZfjjOYmyo1WBnUI5z+TfLdqTbMD5vj4eA4cOEDHjh3r3L569WopUC7avNJqC/d+scWZq3vj8I48dlEP9FrXzqf9Y18Bd366iUqzjS4xQcy90Y2TLdSaRpeO65MYxvd3DufDVXG8FJ3AAZuBi19bxb0XduHO0Z1duqqht+jTpw/Hjh2TEpRn4f8u7cnGI0VkFFXzrwU7ee2afm2+5mtbIvu8d7LbFe6fv40D+RXEhfjxv+sHuPzY5k2a/c5vv/12Zs6cyV9//YVKpSI7O5vPPvuMBx98kDvvvNMVbRTCIx0qqOCy/63hj30F+OnUvHFtf/4zqafLv1C+35LFTR9toNJsY2inSL75+zCvmpms1ai5bXQXfvvnRMb2TMBqV3h52T6umrOOI8cq3d28VqfVaomIiECrbYU0mjYi2E/Hq1f3R6NWsXBbNgtqlpQX3kH2ee/0+m/7WbY7D71WzZxpA4kJPvPCV21ds4/sDz/8MFOmTOH888+noqKCkSNHcsstt3D77bdz9913u6KNQriO3eZYhGPHN45Lu63hx9Rj5b4Cpry1hkMFlSSE+vHNHcOY1DfBxY2Fz/46wn3zt2KzK0zpl8DHNw3xypqX6enpPHL3rfxjRASvXt2PYD8tW46WcNFrq/hy/VGauX6SV0lPT+f6668nPT3d3U3xKgM7hDPzwi4APP7DLp/8seWtZJ/3Pkt35fLqr/sBeHpKL/q6cEVab+WSn3tPP/00//znP9m9ezd2u53U1FSCgoJc8dRCuM7uhbD4ESjLPn5bSIKj+kPq5EY/zad/HuHxH3ZiVxwH8XeuH0h0sMHlzX135UGeWeSYlXzD0A48Mamny8rStTaLxUJmZiZWq5Up/TsxODmCB+Zv5c9DRTz63Q5+3ZPPs1f0JirI9f3oaWr7wmKxuLspXueu81NYvb+Q9YeLmPnlVr6+Yyg6H0zr8Tayz3uX/Xnl3PfVVgBmDOvIVYOS3NsgD9HspbGFLI3tFXYvhPk3ACfv7jUBaE2VhzOx2xWeX5LGO384JvddOTCRpy/r5dIqGOAoDv/Kr/t5fbnj1/3fR3fm4fHd2lzOpt2u8P7qQ7y4ZB9mm53oYAOvXd2PYSlRjpH/BiYWCt+UVVLNhFdXUm60cs8FKTwwrpu7myREm1FabWHKW2tIL6zknOQIPr3lnDb1o7Q58ZpLAubly5ezfPly8vPzsdvrFpf/8MMPm/v0Hk8CZg9nt8GrveqOLNehcow0z9px2qDMZLXx0NfbWbjN8Rz3j+3KPRekuDyIVRSFF5ak8b+aihsPje/GXeennP4BbSCw3JNTxswvt7AvrwKVCl7rm8Gk7NdQNfNMgGi7ftqezd2fb0Glgi9vPZdzOkW6u0lCeD1FUbjj000s2ZVHuzB/Ft49nMg2dtavOfFas382PPnkk4wbN47ly5dTWFhIcXFxnT8h3O7I2jMEywAKlGU5tqtHabWFGz5Yz8Jt2WjVKl68qi/3XtilRYLlF5ceD5Yfn5h65mB590LHD4GPJ8K3NzsuX+3luN3DbN26lcDAQLZu3XrKfT3iQ/jhrvO4ZnAS41TrmbjnkVP/f5XlOM4QeOB7O1tn6gvROBP7JHDVwEQUBe77aitlRjnV78lkn/cOH645zJJdeeg0Kv73twFtLlhurmbnML/zzjt89NFHTJs2zRXtEcL1KvKavF1+uZEbPljP3txyggxa3rl+IOd1cf1qVYqi8NLSfby1whEsPzEplRnDk0//gNOlmNQGlo1IMWlNCQkJzJ49m4SE+idG+us1PHtZT6r3XwnV9S3ArQAqWPyoow60l42in6ihvhCN88Tknqw/XMSRY1U8sXAXL0/t5+4midOQfd7zbT5azOxFewD41yWpMsmvHs0eYTabzQwbNswVbRGiZQQ1cgnPk7bLKKriqnfWsTe3nKggA/NvH9qiwXLt0r//aShYttsckxdPycfm+G2LH21yBZCWEBMTw7333ktMTMzpNzqyFn9jHqef13jmMwHeolF9IRoUaNDy8tS+qFXw3eYsftmR4+4midOQfd6zFVeaufuzzVjtCpf0ieeGoR3c3SSP1OyA+ZZbbuHzzz93RVuEaBkdhjlyYOsZt3RQQUg7x3Y19uWVc+U7azlyrIqkCH++/ftQUhNaJj/9zd8OOIPlxyemcuOZgmVodoqJO5SVlbFkyRLKyspOv1EzzgR4k0b1hWiUgR0iuGNUZwD+sWAH+WVGN7dI1Ef2ec/lWJxkK9mlRpKjAnn28t5tboK5qzQ7JcNoNPLuu+/y66+/0qdPH3S6ujViX3755ea+hBDNo9Y4JozNvwFH0HziyGzNF8OEZ52n+bdnlnDDh+spqbLQNTaIeTefQ2xIyxRsn7smnZeW7QPgX5f04KbzGgiWwSsDywMHDjBhwgQ2bdrEgAED6t+oiWcCvE2j+kI02qwxXfk9rYDdOWU88u12PpwxWA74Hkb2ec/1zsqDrEgrwKBV89Z1AwiWZedPq9kB8/bt2+nXrx8AO3fubO7TCdEyUic78nrrrcP8rDPfd/PRYqZ/sJ5yk5V+SWF8dONgwgL0LdKkbzZl8uSPuwGYeWEXbhnRyKXkvTCw7NWrFxkZGWc+JVt7JqAsh/rSTewK5BLJx7vDebC93WtLHTWqL0Sj6bVqXr2mHxPfWM2KtAK+WJ/Bdee0d3ezxAlkn/dMfx46xotL0gDH8vMtdRa1rZA6zC4gZeW8yBnKsG04XMSNczdQYbIypGMEH944mCBDyyzlunhnDnd+thm7AjcNT+bfE3s0flTMWSav/sCyMWXyPJZzMiOc+N6UmjMDd5hnscQ+hP7tw3jj2v5etUS4aFnvrzrEUz/vIUCvYdG9I+gYFejuJgnhOi4uIVpQbuKS11eRX27i8gHteOmqvj5xZsYtZeUuvvhiSktLndeffvppSkpKnNePHTtGampqU59eiJah1kDyCOh9peOy5gvnz0PHmP7heipMVoZ2iuSjm1ouWF65r4B7vtiCXYGpgxLPLliufQ8Tnqu5cvLjTk0x8QRHjx7l9ttv5+jRo2fesPZMQEh8nZtVIQmops7jsuv+7lxW+5LXV7Nst+eknTRWo/tCnJWbhidzbqcIqsw27p+/FavN3vCDRKuQfb6ZXFxC1G5XuO+rreSXm+gSE8RTU3r5RLDcXE0OmJcsWYLJZHJef+655ygqKnJet1qtpKWlNa91QrSCtQcLmTF3PVVmGyO6RPHhjMEE6FsmWN54uIjb5m3EYlO4pHc8sy/v07QvqtMEloQkeFxJOYCqqio2b95MVVVVwxunToZZO2H6T3DFB47LWTsgdTITesWx6N4R9E0MpbTawq2fbOSpn3ZjtnpPcHRWfSEaTV1TIz3YoGXz0RLmrDzk7iaJGrLPN0PtWTcX1qZ/d9UhVh8oxF+n4X9/G9Bix7u2pskpGWq1mtzcXGdOUnBwMNu2baNTJ0ceZl5eHgkJCdhsnlPaqqVISob3Wp9exPQP11NtsTG6WzTvXD8QP13LjMzuzCrl2nf/pNxkZXS3aN6dNgi9tpl5uG1gpb+mMFvtPLd4Lx+sTgegb1IYb17bn6QISdHwdd9syuTBr7ehVav4/q7h9GoX6rjDRz8rwou5YJXak23PLOHy/63Fald49vLeXDPEt/L93brSnxDeavPRYm6c6wiWR3SJatFg+UB+BTd86JhMOKRjBG//bWDzg2U4bYpJW6fXqvn3xFTenTaQED8t2zJKuOT1VSzZlevupgk3u2JAOyb0jMNac9rZaLF51aqYQji5uIRohcnKvV9swWpXuLh3HFcPTnJNO31Ek4/YKpXqlFPJ7s6BmT17NiqVilmzZjlvUxSFJ554goSEBPz9/Rk9ejS7du2q8ziTycQ999xDVFQUgYGBTJ48mczMzFZuvWhNOzJLmf7heirNNoZ2iuS9Gwa1WLCcWVzF9e//RVGlmV7tQnh/xiD89b4R2Nbavn070dHRbN++3aXPO65nHItmjqB/+zDKjFZun7eJJ3/c5dEpGi3VF8JBpVLxzOW9iQoysD+/gp+/muPyU9ri7Mg+30QuLiH6nx92cfhYFQmhfsy+rInpgD6syQGzoijMmDGDyy+/nMsvvxyj0cgdd9zhvH7TTTe5sp0N2rBhA++++y59+vSpc/vzzz/Pyy+/zJtvvsmGDRuIi4tj7NixlJeXO7eZNWsWCxYs4Msvv2T16tVUVFQwceJEn0gn8UV7csq4/oO/KDdaGdwxnA9mtFywXFxpZvqH68ktM5ISE8QnN51DiA/WuYyJieH+++9vkbJSieEBzL99KLeNdKSDzV1zmCvfWcvRY56ZL9mSfSEcIgL1PHt5b9TYGbr/BRQvWhWzLZJ9volcWEL0h61ZfLs5E7UKXr2mP6EBvnccaq4m5zDfeOONjdpu7ty5TXn6s1JRUcGAAQP43//+x1NPPUW/fv149dVXURSFhIQEZs2axSOPPAI4RpNjY2N57rnnuP322yktLSU6Opp58+Zx9dVXA5CdnU1SUhKLFi1i/PjxDb6+5DB7j8OFlVz5zjoKK0z0Swpj3s1DWqxQu9Fi42/v/8WmI8XEh/rx3Z3DiA/1b5HXEg7L9+TxwNfbKKmyEGTQ8uTknlw+oJ2MpPio/839iDuPzGx4w+k/OVKahPAkLiohmlFUxcWvraLcZOXeC1K4///bu+/wJqsvgOPfpHtCWS17r7L3XjIVRVFABQQUcTAUceFPxS1ucKAyFBUFRFFBRIbsPVoKhVI6KB3QUlq6V5rk/v5IiZbRmTQd5/M8fZT0zfve3t4mJ/e995wRra3W5PKuNPFaibdGlkUgXFSzZs1i9OjRDBs2jLffftv8eEREBHFxcYwYMcL8mJOTE4MGDeLgwYM8/vjj+Pn5kZubm++YevXq0b59ew4ePHjTgDknJydfhhAp91kxxKVkM/mbIySk59DGx4PvH7ZesKw3GJmz5gR+kUl4Otvz/SM9q3SwnJ6eTkBAAJ07d8bd3d1q1xna1pvNTw3gqTUnOB6ZxLO/nOSfs5d5Z2wHarhZpwBNcZVVXwiY1tEZIotwYDmqilkZyZgvoWJWqb0ZvcHI02tPkJajp2uj6jw1tKU1W1ypVfhNf2vXrsXf35+FCxfe8L24ONMGIG/v/LcrvL29zd+Li4vD0dERLy+vWx5zvYULF1KtWjXzV8OGsnC+vEvK0PHQN0eIScqiSU1Xfpje02q3pJRSLNh4hu1Bl3G017Jiag9aeXtY5VoVRUhICAMGDCAkJMTq16pX3YWfH+/D8yNbY6/V8PfpOEYu3suuc/FWv3ZRlGVfVHWuNeoX7cByVBWzMpIxXwqlTCH62Y5Q/KOS8XCy59MHumBfQSuklgcVOvledHQ0Tz/9NNu2bcPZ2fmWx11/O1YpVegt2oKOeemll5g3b57536mpqRI0l2PpOXqmfXeM0Ph0vD2dWDW9F3U8bj1eSuvznWGsPhKFRgOfPdCZnk1rWO1aFYWvry/BwcE0bty4TK5np9Uwa0gLBrWqzTM/BxAan87DK48xqVcjXrqjrdWK0hRFWfdFlZZXbl2lXrqhxI9J3i3txn3LuGFVi4z5UvIdA21GFzst4tGIq3yxKwyAd+7tIGk3S6lCf9Tw8/MjPj6ebt26YW9vj729PXv27OGzzz7D3t7ePLN8/UxxfHy8+Xs+Pj7odDqSkpJuecz1nJyc8PT0zPclyied3siTP/pxMjoZL1cHfpzey6ovGmuPRvHJdtMsyptj2jGqfd1CnlE1ODs707p16wI/2FpD+/rV+HNOf6b3bwrAT0eiGLnItrPNtuqLKslcFVPDjXlTymdVzMpIxrwFFDOFaFp2LvPWBWBUcF/XBozpVK+MGlp5VeiAeejQoQQGBhIQEGD+6t69O5MmTSIgIIBmzZrh4+PD9u3bzc/R6XTs2bOHvn1NMwrdunXDwcEh3zGxsbGcPn3afIyomJRSzF9/in2hpopGKx/uSUsrLo3YcfYyL/9xGoBZQ5rzUJ8mVrtWRRMTE8O8efNskq7R2cGOV+/0ZfWjvWhYw4WLyVk8vPIYc9eeIDE9p/ATWJgt+6JK8h2DZsIP5Lr65H+8nFbFrIxkzJe9tzYFEZOURQMvF14f42vr5lQKFTpg9vDwoH379vm+3NzcqFmzJu3btzfnZH733Xf5/fffOX36NNOmTcPV1ZWJEycCUK1aNaZPn86zzz7Ljh07OHHiBJMnT6ZDhw4MGzbMxj+hKI0Ptp7jtxMXsdNq+HJyVzo3rG61a/lHJTFrtT8Go2JctwY8V4V3Id9MamoqW7dutekG2b4tarF17kAe7d8UrQb+CLjEsE/2sPZoFAZjiZIFlUh56Isqx3cMTs8FsazZZzylm81TTm+R8eQJCZbLiIz5srXtTBzrjseg0cDH4ztZbXN7VVOh1zAXxQsvvEBWVhYzZ84kKSmJXr16sW3bNjw8/p1pXLRoEfb29kyYMIGsrCyGDh3Kd999h52d3KarqL4/eIGvdocDsPDeDgxpbb38n+evpDP9u2Nk5xoZ3Lo2C+/tIGnMruPr63tDwSBbcHW055U7fbmrUz1eXH+K4Lg05v8WyE9Honh9TDu6NfYq/CSlVF76osrR2vHghImMWryPi8lZVN8Wypt3t7d1q6oEGfNlJyE9h5d+CwRgxoBm9GpW08YtqjxKnIdZ/EvyMJcvW07H8eRPfigFzw5vxRwrptG5mqHj3i8PcCExk44NqrFmRm/cbLihTBRdrsHID4ciWbw9hLQcPQD3dqnPvBGtaOBlpXXueh0cWw5JF8CrCfSYAfblI91dVbE/NIHJ3xwBYPWjvejbopaNWySEZSileGyVH9uDLtPa24MNs/tZrShXRVWaeK1CL8kQ4noB0cnM/fkESsHEXo2YfVsLq10rO9fAYz8c50JiJg28XPhmag8Jlm/h9OnTNGnShNOnT9u6KWYOdlqm92/KrucHc3/3hmg08NuJi9z20R5e23Ca+LRsy15w26vwjjenV71Ik4kfc3rVi/COt+lxUWb6t6zF5N6NAHhh/Sky8j4sCespj3//ldEvfjFsD7qMg52GRfd3lmDZwiRgFpVG9NVMHv3+36URb45pZ7WlEUaj4oVfT3E8MgkPZ3tWTutBbQ8nq1yrMqhRowaTJ0+mRo3yl2KvlrsT74/ryB8z+9G3eU10BiPfH4pk4Ae7eO/vYMsEzttehYOfgTJSw0XD5I4O1HDRgDKaHi9J0Gw0QMQ+CPzV9F8p71xkL93elgZeLsQkZfHh1nO2bk6lV57//iuL6KuZvPlnEADzhrfGt57c7bY0WZJhAbIkw/ZSs3O578uDhMan08bHg1+f7GvVXLsfbzvH5zvDsNdq+P6RnvST27qWZTQUO+eopRwIS+DDrecIiE4GwNFOy92d6/HogGa09ilBlhW9zjSTrG5MbGamsYOX44q+PCNoI2x5EVIv/fuYZz1TCjXZyFYk+0Kv8NA3R9Fo4JfH+9C9iQRzomIyGBUPLj/M0Yir9GjixdrH+mCnlX00NyNLMkTFVsqZslyDkVk/+ZsLk6x8uIdVg+Vfjkfz+U5TMvh3x3aQYLkIMjMz8ff3JzMzs/CDgzbC4vbw/Z2wfrrpv4vbmx4vA/1a1OL3mX1ZMaU7XRtVR2cw8otfDCMX7+Whb46w8eQlsnOLMUaPLc8XLGfmKvxjDWTm/meuQhlMxxVF0EZTqdz/BssAqbGmx8uonyq6AS1rM6F7A5SCF349VbzfqSiWYv39i2L7Zv95jkZcxc3Rjo/Hd5Zg2UokYBa2ZYHg6M0/g9gXmoCrox3fTO1B3WouVmvuwbAE8w7kWUOaM6GHVHgsiuDgYLp160ZwcHDBB5aTYFCj0TDM15vfZvZj/ZN9Gd2hLloN7AtN4Kk1J+j+9j88/8tJDoYlkGsoYOYYTBv8/iM4wUi3ZRkEJxgLPO6mjAbTzDI3uzGY99iW+bI8o4heHu1LHQ8nzidksPifUFs3p9Iq8t+/KLbQy2l8tNVULOvVO31pVFOq+VmLBMzCdiwQHK0+EsWqw5FoNPDpA11oX7+alRoLYfFpPPGjH3qj4s6OdXl2uORaLqo2bdrg5+dHmzZtbn1QOQ0GuzX2Ysmkrux5fghzbmtBAy8X0nP0/OIXw8QVR+j61nZm/eTP2qNRhMWnYbw+p7NXk3z/bFNLi99jbrSppS3wuJuKPHjj30s+ClIvmo4Tharm4sDb95hSyy3fd57AmBQbt6hyKtLfvyg2vcHIc7+eQmcwMqR1be6XCRyrkjXMFiBrmEvAaDDNJN/yzV9jWpM5N/CWa1ePRlxl4vLD6I2K50e2ZtYQ62XESEjPYeyXB4i+mkW3xl789Ggv2YFsaRH7THcYCjN1k6k0rIUppVAKjEphzPvvtX8b8v4fTP8OiEpm06lL7DgbT3JWbr7zeDrb08rbg2a13WhS043abhrGbe4OGLnljdKirmEO/NV0J6Yw931jKqErimT2an82nYqljY8HG2f3x9Fe5pJE+ffV7nDe3xKMh7M9258ZhE81KT1emNLEa5IDS9hGcWbKbhIcxSRl8uR/ZntnDm5utaZm5xp49PvjRF/NonFNV5Y91E2C5WK6dOkSX375JTNnzqRevXo3Pyj9cpHOtflQAAFna5GRoydTZyBTp0enN5JrUOgMRnKvfekVuQYjOfp/H9MbVL6A+Prg2BJSs/Ucj0zieGSS+bFEuzt43H4TCohNN/LlMR0zezhS190UmC3NvZ2PFvyDo70WZwc7vFwdqVvNiYZerrSp60n/lrVoXtvdtAGyKIp6nADgjTHtOBCWQHBcGl/vCecpK+Zur4qK9PcviiX0chqLtpuWYrx2VzsJlsuABMzCNooYHN3suCydgcd+8CMxQ0e7ep58OK6TVdPHzVsXQEB0MtVcHPh2Wg9qukv6uOLINRgJvnCJb7//gQbdhuLireNyajZxqdkkpOtIydSRnJVLi4xovinC+X44nc1h43mrt9uS3jNMBGCG/V9czVL8eCqXB9o7UMddywr9HXnfV+h1BjJ1Bq5m6Ai/kg4kms+hATyctOzQ1qSWSrzFbHXenZnGfa3/Q1UiNd2deH1MO55eG8DnO0MZ1d6HVt4lyIgiburq1av8+OOPPPDAAxIwW4DeYOS5X06iMxi5rU0d7uta39ZNqhIkYBa2UcKZMqUUz/96kqDYVGq6ObJsSndcHK032/vB1nNsDozDwU7D0oe6mWb5RD56g5HYlGwuJGZwITGTCwkZRCZmEJuSzeXUbBIzdCgFjpO+4r0jmcDNS+RG04JLTjXw4So32+StgGT7OrTsNJyOTk64Otrh6miHi6M9TvZaHO20ONhpcbDT4Hjt3/b/PuZkr8VOq8VOo0GjAa1Wg1YDWo0m7+vf/9doyfeYJu+/17tZ0Hr9h7d//3UH6HW0PbqCkFHh5Hg05qLvFPrmaliWkk1sSjbxaTlcSs7iYnIWl1OzSc7MJT1bb1oSAqTmGHlF+xBfOSxGQb5+UnlX0ox6r8xS8N2SDdMCltSYTvXYGHCJHcHxvPDrKdY/2VeyDVhI+/btuXDhgq2bUWks23eekzEpeDjb8+7YDlabMBL5ScAsbKNxX9NMWGosN9/kdfOZsi93h7PpVCwOdhq+mtyN+tWtlxFjzdEovt4TDsAH4zrSu1lNq12rIsjONRAWn05QbCrBsWlEJKQTmZhJdFImuYaC1zPYazV4ezpTx9MJbw9nvD2d8K7mTC13J7xcHfFydaC6qwNuMR+h2Xhtje5/z6lBA3jd+zFv+Xa20k9YBhydoP8s7ABH4NocZscGBT8tIT2b/aGJHLtwlZPRnsxLtOMFVlKPq+ZjYlUN3sh9CL/1LvQ9eYKpfZvQrbGXtX6SW6ugOaI1Gg3vjO3A0U/2EBCdzMoDETw6oJmtmyVEPqGX01i83ZTRRZZilC3Z9GcBsumvhK5lyQCuD44AmPBDvjfYf4IuM2PVcZQy5T+e2KuR1Zq2N+QKD393DINRMXdYS+YOa2W1a5VH8anZnLmUytm4VM7GphEcm8r5hAwM12eAyONop6VRTVea1HSlcU03mtR0pb6XC96eznh7OhN3IYz775/AL7/8gq+vb8EXv2nAVR9GvVeuA66iCgoKYvz48UXriwLodLmc2P8XZ0JCOJ7gyNb05hiuS3zkZK+lW2MvHh3QjNva1Clt0wtn/pu+fpzc/G+6PFpzNIqXfgvE2UHLlqcH0qSWm62bVOFZasxXdXqDkfu+OsjJmBRua1OHb6Z2l9nlYpJNf6Ji8h1jegO96WxU/uAo9HIac38OQCmY3LtRyYPlItwqDrmcxsyf/DEYFWO71OfpSr4BSG8wEhyXhl9kkvnrYnLWTY+t7upAWx9P2tT1oGUdD1OAXMsNH0/nAm9fZ1evxsiRI4v2AuU7BtqMrnC39IvK09Oz6H1RAEdHB3rddg+9boNHAKPRyObAOH4+Hs2JqGTSc/Tk6I0cDE/kYHgiTvZaejatwbzhrejSyAozz4WmBdSY0gK2GV2uf5cP9GjInycvcTA8kf/9HshPj/aSoKSULDXmq7prSzE8ne1ZeK8sxShrMsNsATLDXEqFBLEpmbncvWQ/FxIz6dW0Bj8+2gsHuxKkfSrCreLE9BzuXnKAmKQsejatwarpPXGyL79v7iWRqdNzNOIqxy+YguOTMclk6vLnNtZqoFltd9rW9aRtXQ/a+njStq4n3p5O8iJdQUQmZrBkVxj/nI3naoYu3/equzpwV8d6PDuiFdVdi1iOuzA2TgtoSZGJGYxcvJfsXCMfjOvIhO6S31bYVujlNEZ/th+dwchH4zsxrlsh67jETckMs6jYtHa3fAO9lqXiQmIm9au78OWkriUPlm92q/hakZQJP5DTajRP/OhHTJIpfdzSyd0qRbCslOJsbBr7Qq+wN/QKxyKS0F1Xnc7D2Z6ujbzo1tj01alhdYuWF8/OziYyMpLGjRvj7Fy119yVVV80runGB+M6AaYA8IudYWw9E0dqtp7kzFxWHY7kx8ORtK/vyYuj2tC/Ze3SXbAUmW/Km8Y13Zg7rBXv/R3MO3+dZUjrOtT2kOw4JSV//6VjMCqezytQIlkxbEcCZlGufb03nB3B8Tjaa1n6ULeSpXQrwq1itWU+r5xuwLELSXg42fPN1O54uVlo5s0GEtNz2BeawN6QK+wLS+BKWk6+79ev7kLvZjXp3sQUILeo7Y7WihkBgoKC6NatG35+fnTt2tVq16kIbNEXjWu68eH4Tnw4vhNHziey6J8QjkUkYVCKwIupTP7mKF6uDjzcrymzhzRHqy3Bh9JKliP60f5N2RhwiaDYVN7cFMTnD3axdZMqLPn7L50fDl0gIDoZDyfJimFLsiTDAmRJhnUcCk9k0orDGBW8f18H7u9RwnXLRbxV/IDuFY4qX1Y+3JNBrUo522YDl1Oz2XI6js2BsRy9cDVfIQ4XBzv6NK/JwJa1GNiqNk1ruZXpi256ejoBAQF07twZd/eqnZqvvPSFTm9kya5QVh2Oyrdkw9Fey9gu9Xl1tC/uzsWYUzFX7ywk800B1TvLm8CYFO5esh+jgpXTejCkLDZOVkLlZcxXRDFJmYxYtJdMnYG372nP5N6Nbd2kCq008ZoEzBYgAbPlxadmc8dn+0lIz2FctwZ8OK5jyQO8IpYTfko3m66jH2Vav6Ylu44NXErO4u/TcWw9FYM25jB1SCae6hw1tqFN3eoMbFWbga1q0a2xV6VYXiKs43B4Im9tCuJMbKr5Ma0Ghrf15v1xHYu+zrmYmW8qgrc3BbFifwT1q7uw7ZmBuFlwqZIQBVFKMXXlMfaGXKFnkxqsfay3Ve8EVgWliddKcN9NCOvSG4zMXnOChPQc2vh48Nbd7Us3G1rEW8Ad27Ziat8mJb9OGYlPy2b53vPcs+QAfd/bydHN37H48hTWOr7NZ45fsNbxbUJqPc/m4UnMv70NfZvXsnmwHBcXx8KFC4mLi7NpO8qD8tgXvZvX5K+nB7Dv+SEMbFULrQaMCrYGXabLW9t59PtjJKRnF36ia5lvPOvmf9yzXoUMlgHmjWhFAy8XLiZn8dG2c7ZuToVUHsd8RfBHwEX2hlzB0V7Lwvs6SLBsYzLDbAEyw2xZ7/0dzNd7wnF3smfj7H40K211vUJuFRsVXLWvTbX5Z3FwcCjdtawk12BkV3A8647HsOtcvDkf8ii7o3zlsBi4vupc+ZrRO3XqFEOHDmXHjh107NjR1s2xqYrQF2nZubzyx2k2nYzFkPcWodHAqHY+fDCuIx7OhfydVMBKfwXZE3KFqd8eRaOB32f2o3PD6rZuUoVSEcZ8eZOYnsOwT/aQlJnL8yNbM2tIC1s3qVKQJRk2JgGz5WwPusyMH44D8OWkrtzRoW4hzyiiW9wqNipTIJB5z0rcOt9rmWtZUFh8GuuOx/CbfwwJ6f+uM+3W2Iuxnbx58OBo7NJjb/HsirdmVJQvmTo9r204w+8nLqLP+5Bmp9UwoVsD3ri7PY72Vecm5dy1J/gj4BJtfDz4c07/kmXrEaKInl57gg0y3ixOAmYbk4DZMqISM7nz832kZut5pF9TFtxl4YpQN8nDHEtNNKPew6f3BMteqxSydAY2nrzIz8ei8Y9KNj9ey92J+7rWZ3z3hrSo416p8t6K8i1Tp2f++kA2nbrEtWKPTvZanhnWiicGN7dt48pIYnoOQz/ZQ3JmLi+Mas3MwTLjJ6xjZ/BlHvnuOFoN/DGrHx0bVLd1kyoNWcMsKrzsXAMzV/uRmq2na6PqzL+9jeUv4jsG5p5mQ6dlPKWbzcTcVwl/8FC5CZYvp2bz4dZg+ry3gxfXB+IflYydVsNwX2+WT+nOoZdu46U72pqCZahQeW+Dg4Pp0aMHwcHBtm6KzVXEvnB1tOezB7tw/OXh5gwyOXoj720Jpttb29lx1vZjzNpqujvxymjTh/hP/wnlQkKGjVtUcVTEMW8r6Tl6Xvn9NADT+zeVYLkcke2+olx4c1MQpy+mUsPNkS8mdrXard6tZ68w96g7SvXlrbvb0b+17XPCBsak8O2BCDadukSuwTR917CGC5N7NWZs1/rU8bhFov8KlPfW1dWVrl274urqauum2FxF7osa7o58/0hPIhMzePJHP4Ji00jM0DH9++O0q+fJt9N64O1ZeQtT3Ne1Pn+cuMj+sARe+i2Q1TOkbHZRVOQxX9Y+3BLMpZRsGtVwZd7w1rZujvgPWZJhAbIko3T+OHGRuT8HoNHA9w/3ZKCVciCfuZTC+K8PkakzMKVPY968u71VrlMUBqNie9Blvt0fwdELV82P92xSg0f6N2W4rzd2he2IroR5b0XFsvtcPM/9coqEdFNhHK3GNCv20u1tSlb8pAL4b9nsj8d34j4pUSwsxC/yKuO+PoRS8OP0XvRvWcvWTap0ZEmGqLAiEzN4+fdAAJ66raXVguX4tGxmfH+cTJ2B/i1qseBOC6+PLqJcg5Gfj0Ux5KPdPPGjH0cvXMVeq2Fsl/r8Obs/657ow6j2PoUHy2AKgke9n/eP64/P+/eo98pFsKzT6YiJiUGn0xV+cCVXmfpicOs6HH9lGPOGt8Jeq8GoYPm+CLq/s4PD4Ym2bp5VNK7pxlNDWwLwzuazJGdW/N+jtVWmMW8tOXoDL64PRCkY362BBMvlkATMwmZ0eiNPrTlBhs5Az6Y1zG9Clpada+DxVX5cSsmmWW03lkzsin0Z7zjW6Y2sPWoKlF9cH0jU1Uyquzowa0hzDsy/jUX3d6ZDg2rFP3EFyXt7+vRpGjZsyOnTp23dFJurjH3x1NCWHH9lGD2beAFwNUPHA8sPM3nFYdKyc23cOsubMaAZrbzduZqh472/ZV1uYSrjmLe0JbvCCYtPp5a7Ey+Pbmvr5oibkCUZFiBLMkrmWr7lai4O/P30AOpVd7H4NZRSPLvuJL+duEg1Fwf+mNWPprXcLH6dW9Hpjaz3j+GLnWFcTM4CoLaHE08Mas7Eno1wcbTQ7G85z3ubmprKoUOH6NOnT5X/G6nsfbH7XDxPrz1BSpYeAAc7DfNHtWH6gGY2bpllHbtwlfFfHwLglyf60KNJDRu3qPyq7GO+tM7FpXHn5/vINSiWTOzK6I4WSqcqbiBp5WxMAubi2x+awEPfHkEp+HpyV0a1t84LxLK94by7ORg7rYZVj/Skb4uyuc1VUKA8qVcjnB3KTzArhKUZjUYWbDjDT0ejuPYO08rbnR+n96JOJdoU+OKvp/j5eDStvN3566kBkitXFJvBqLjvq4MERCcz3NebZQ91k42kVlSaeE2yZIgyl5iewzPrAlAKJvZqZLVgede5ePPt0gV3+pZJsGw0KjacvMhHW0MkUP6P+Ph41q5dywMPPECdOnVs3Rybqgp9odVqeXtsBx4f2JxHvj9GaHw6IZfT6fveThbc5cuUPk1s3USLmH97G7afvUzI5XRW7IvgySqSk7q4qsKYL6lVhy4QEJ2Mh5M9b93dXoLlEtLrjYTEp3E2NpWIhExikrK4mplDWraejBw92bkGDEbIyUwr8TVkhtkCZIa56JRSTP/+ODuD42lZx52Ns/tbblnCf4RfSeeeJQdIy9bzYM+GvDu2g9VfiI6cT+SdzWc5FZMCSKD8XwEBAfTr148DBw7QuXNnWzfHpqpiXyzdE84HW4LJy5pIh/qerJrei+qujrZtmAX86hfDc7+cxNlBy/ZnBtGwhqROu15VHPNFEZeSzbBP9pCeo+ete9rzUO/Gtm5SuZep07Mn5AoHwxIJvJhCTFIWqVm56AzGIj3fmJNJ9OIJsiTDViRgLrqVByJ4488gHO21bJjVj7Z1Ld9fKVm5jF1ygPMJGfRo4sVPj/a2agnfiIQMFm4+y7YgU/EGN0c7Zg5pwSP9mlrlw4AQFdHF5EwmrzhCREImYFrbvHBsB8Z1b2jjlpWOUooHlh3mSMRVbmtTh2+mdpdZQlEks37y56/AWDo3rM5vT/ZFW5TsSFVMcGwq645HcyTiKhcSMsjQGQo8XqsBJ3s73BztcHO2x83RDndnB1wd7XC006JyMljx2GAJmG1FAuaiCbqUyj1LDqAzGHljTDum9m1i8WsYjIqHvzvG3pAr1KvmzMY5/anl7mTx6wAkZej4dEcoPx6ORG9UaDXwQM9GPDOsFbU9rHNNISq6RdvP8fnOMHOJ7e6Nvfju4Z64O1fcFYJh8enc/ulecg3KqnsyROWx61w8D688hp1Ww5+z++NbT2IHgIT0bL47EMn2oMtEJGTccubY3cmOutVcaOXtTtu6nnRt5EXnRtVxdSz4dUTWMItyL1OnZ84af3QGI8Pa1mFKH+vcenrv77PsDbmCi4Mdy6d2t0qwrNMb+f7gBT7fGUpqtikTwJDWtfnfHW1p6e1h8etVBiEhITz22GMsW7aMVq1a2bo5NlXV++KZ4a25p3N9Jn9zlIvJWRyPTKL7O9tZPqU7A1paJw+7tbWo484Tg5rz+c4wXt8YRP+WtXF3krfXa6r6mL9els7Agg2mFHsP921S5YPl4NhUluwOY39oAkmZN6ahdLLX0qSmG92beDGqvQ/9mte0SWEk+YsWZeKtTUGEX8nA29OJD8Z1ssoty/V+MSzfFwHAR+M70a5eCfIaF+JoxFVe+SOQkMvpALTx8eCV0b6SZL4QDg4ONGjQAAcHB1s3xeakL6BpbXcOzL+Nt/8K4pt9EWTnGnnom6M81Lsxb91juwqcpTFrSAs2nrxEZGImn2wLYcFdtimOVB7JmM/v852hRF/Nol41Z54ZXjU/QIRfSWfR9hD2hFwhLW/i6Ro7jYbmddwY0ro2D/RoRNPa7jZqZX6yJMMCZElGwf4OjOXJn/zRaOCn6b2skq3iRFQS9y87bCqGclsL5o1obdHzmwoUnGXd8RgAaro58sKo1ozr1rBoVfmEEDd1MjqJyd8cNb9pNqnpyq9P9qGWe8VLP7cn5ApTvz2KVgMbZ/enfX3Lf2gXFVvI5TTu+HQfeqNi2UPdGNHOx9ZNKjOZOj2f/hPK7ycuEp+Wk+97ro529GhSg0m9GjGsbR2rzSBLHmYbk4D51uJTsxm5eC9Jmbk8Obg5L45qY/FrxKVkM+aL/cSn5TDC15uvJ3ez2OYJpRS/+sXw7uaz5ltFD/ZsxIujWleKHf5lRa/Xk5qaiqenJ/b2VfvGlvTFjXR6Iw99c4QjEVcB04bAT+/vwh0VsIDD7NX+bDoVS6cG1fhtZj/5QI2M+WuMRsX9yw5x7EISw9p6s2Jqd1s3qUwExabw9qazHD6faN67AODsoKVf81o8Obg53cuo8E9p4jXJsi6sRinFi+tPkZSZS7t6njwzzPK3nkxlr48Tn5ZDa28PPrm/s8WC5dDLady/7DDP/2r6Gdr4eLD+yT4svLeDBMvFdOrUKWrWrMmpU6ds3RSbk764kaO9lp8f78Oro9ui1UCuQTFztT9z1vhjNBYtXVShjAaI2AeBv5r+ayx4t31JLbjTFw8ne07GpPDTkUirXKOikTFv8qtfDMcuJOHqaMcbd7ezdXOsymg08tORSPq9t5M7Pt3PwXBTsKzRQMcG1fhqcleC37qdb6b1KLNgubSq7kc9YXVrj0Wz69wVHO21LLq/s8VTuymlmL/+FCdjUqju6sDyKd0tstEmO9fAZztCWbb3PHqjwsXBjnnDWzGtXxOp5FVCTZs2Zf369TRt2tTWTbE56Ytbmz6gGYNa1WbCssNczdDx58lYjkZc5beZfalfvRT5jYM2wpYXIfXSv4951oNR74PvmNI3/D/qeDrzwqjWvLrhDB9uOceodj6VqrphSciYNxXsevfvswA8M6wV9au72LhF1pGp0/PGn0FsCLhIdu6/H3bdHO24t2sDXhjVGg/nirmWXZZkWIAsybhRZGIGt3+6j0ydgVdGt+XRAc0sfo2le8JZ+Hde2evpPenbvPRrowOik3l2XQDhVzIAGO7rzetj2lXaFzchyiO93sgTP/nxz9l4AOy1Gr6c1LVk6z2DNsK6KcD1b3V5d6Im/GDxoNlgVNz75QFOxqRwZ8e6fDGxq0XPLyqe5345ya9+MbTx8eDPOf0r3eRLeraeBRtOs+HkJQz/WXfRpKYrTw9txdiu9W3Yun/JkgxRrhiMimfXnSRTZ6BX0xo80s/yswq7guN5b4up7PXrd/mWOljO0Rv4cGsw9355gPArGdTxcGLZQ91YPqW7BMsWkJCQwIoVK0hISLB1U2xO+qJw9vZaVkztwQfjOmKnAb1R8dgqP97aFFS8ExkNppnlG4Jl/n1sy3yLL8+w02p4Z2wHtBrYdCqWPSFXLHr+iqaqj/nD5xP51S8GjQbevbdDpQqW07JzeWrNCTq9sY3fTlzEYFRogIGtarHr2UHsfn5IuQmWS6vy/NZEubFs73mORybh7mTPxxM6Wbx6UVh8Ok+tOYFSpg14k0tZTvTMpRTu/uIAS3aFY1RwT+d6bHtmYJXavWxtUVFRzJgxg6ioKFs3xeakL4puQveGbJ07kGoupqVW3+yP4O4l+8nW6Qt5Zp7Ig/mXYdxAQepF03EW1r5+Nab1NU0WvPrHabJzrbNmuiKoymM+R2/g5d8DAZjYsxFdG3nZuEWWkZady5M/+tHpjW1sPHkJgzIV7xretg5+rwznh0d6lZt0cJYia5iFRQVdSuWT7ecAeO0uXxp4FWPdodFgeuNKvwzu3tC4L2jzl5ZOycxlxg/HScvR07NJDd4Y067EOZ1zDUa+3BXO5ztD0RsVNd0ceWdse6nSZQVdu3ZFVn+ZSF8UTwtvD468NJT7lx3mZEwKJ6NT6LVwJ7/N7Evzwt6Q0y8X7SJFPa6Y5o1oxebAWKKuZrJkVxjPWjjdZUVRocd8Ed6XCrJ873nCr2RQy92RF0ZaPktUWTMajby56SyrDkeal15oNTCqvQ/vjq3cG+IlYBYWk6M3MG9dALkGxQhfb8Z1a1D0JxdhU47eYGTO2hNEJGRQv7oLX07uWvyNhHkvfrEXL/DZ0TR+jm+IES23t/fh7XvaU9NKZbSFECXn7GjPhtn9eWtTEN/sjyAlK5cRn+zlo/GdCr7d6+5dtAsU9bhicney57W7fHnyJ3+W7jnPfV0b0KSWm1WuJayglJtFIxMz+HxnGACv3ulLNdeKudntmtVHonj7ryAydaa7JVoNjO5Yl3fHdqg4G/mCN5f4qbIkQ1jMJ9tCCI5Lo5a7I+/e26HoM7/XNuVcf+s0Ndb0eNBGAN77O9hc9nrZlG7FL3sdtBG1uD18fyd1/5nNwtSXOOj8NOsGXuHLSV0lWLaisLAwRo8eTVhYmK2bYnPSFyX36p2+LHuoG/ZaDQaleGZdAC+uLyBVWeO+pgCHW70WacCzvuk4KxnV3oeBrWqjMxh5/c8zFXemtRQq5Jgv4vvSrSileHXDGXL0Rvq3qMWYTvWs2FjrOhyeSJ+FO/jf74HmYLlPs5ocfXkonz/YteIEy0Eb4ffHS/x0CZiFRRyNuMqyfecBWHhvx6IHs0XclPPr8UhW7DeVvf5kQgnKXgdtRN3kxc+bq/Q8OhfN2T+Ldz5RLFqtFicnJ6tVb6pIpC9KZ0Q7H/a8MNj8GvPzsWju/mI/Ov1N8jVr7UyzgcCNQXPev0e9V6xb7MWl0Wh4Y0w7HO207D53hW1B1ln+UZ5VuDFvgc2if5+OY2+IKa3qW/e0L/HSQVuKT83m7i/288Dyw8SmZAPQtJYbm5/qz5rHelesapwF/k6LRtLKWUClTCtXjHVb6Tl6bv90L9FXs5jQvQEfjOtU9OtE7IPv7yz0sMn6V9mvb8tTQ1syb3gxC6AYDeR85ItDZtwtPiFqTLNQcwOt+sYphLAcvd7IxG+OcDSvOmAtdyc2P9X/5jmPb3prvb4pWLZwSrlb+WjrOb7YFUb96i5snzcQV0dZEVluFfF9iamboOmAGx7OyNEz7JM9xKZkl+w9qxz4aOs5vtodhiEvQqzu6sC793SokNU3AfPvNDVHUe29tBLFa/IXK25UzHVb7/x1luirWTTwcuHVO32Ld60ibrapYUxiZDtv5g5tWazTG4yK339bx7jMuAKO+s9O+Zu8+InSMxqN5Obm4uDgUHFmmaxE+sIy7O21rHu8D69tPMP3By+QkJ7DgA92sXpGb7o1vi4Tge8YaDO6VJu3SmvWkBb8fuIiF5OzWLIrjOcrwQawoqpwY76Um0U/3xlGbEo2DWu4MHNwcws2zPpORicx4wc/4tNyAFOKxNlDmvP00JaW+d2VchNliVlgY28FGLmiTBVz3db+0ATWHDWlCvpwXKfir2Uq4mYbZ696fDKheGWv41Kymbj8MHv9TxftCVbaKS8gICAAZ2dnAgICbN0Um5O+sKw3xrTj/fs6oNFAjt7IuK8Pml+T8tHamT4Qdxhn+m8Z301ycbRjwV2mCYVle89z/kp6mV7flircmC/FZtGw+DRW5C1PfP2udjg7VIy7ljq9kSdWHefuJQfNwXLnhtU59r9hPDO8tWWC5aCNkLePiPXTTf9d3L7Q9eAWYYGNvRIwi38Vc91Weo7evOFmSp/G9Gles/jXLGRTjlFBHDWZ8/AU3IpR9npn8GVu/3QvRyKukmpfxDr1VtopL6BJkyasWrWKJk2a2LopNid9YXn392jEb0/2xclei1Lw0m+BvPpHET8ol6ERvt4MaV2bXIPitY1VZwNghRvzJdwsqpRiwYYz6I2KYW3rMLRtxXhP2XTyEp3e2MaWM6ZJIzdHO76a3JU/ZvWjhruF0sSVchNlqRX6Oy2cBMziX8VM8v/+38FcTDYtxXhxVAlvLxawKedadc2UQW/RsJZHkU5nMCre3xLMI98dJykzl/b1PXlt9gyb75Sv6mrUqMHkyZOpUaOIH14qMekL6+jSyIt9LwyhjodpM+Cqw5GM//og+pttBrQRjUbD62Pa4WivZV9oAltOx5kmICL2QeCvpv9auOpgeVDhxnwJN4tuOhXLwfBEnOy1vHZXO6s3s7SydXomrzjM7DUnyMorrHN353qcXDCC2y1Zj8BGFTfzyfc7LeEpLNQUURkUY93WwfAEVh2OBOCD+zoWa/b3Br5jYMIP4Jn/DzSOmuzt8gmth0wq0mmSMnRMW3mUr3aHAzCtbxPWP9mXpnU8bb5Tvqq7evUqa9as4erVq7Zuis1JX1hPHU9nDr54G10aVQfg2IUkBn60m7TsXNs27D8a13TjiUGmda17NnyLcZGNblGXoQo55m/xvoRnPdPj1+3nSc/R8/ZfptLts4a0oGGNYhTtsoE95+Lp+vY/7A9LBKCOhxObn+7Ppw90wb649Q0KY8OKm/n4joGxS0v8dNn0J/5VxCUJ2c61zEsxJvZqRN8WtUp/7bxNORdP/sPiP/YTnetJi+7DefuezkV6+umLKTy+yo+LyVm4ONjx/riO+fNeXnvxu+lmxrLbKV9VXbhwgYkTJ+Ln51dxZpmsRPrCuuzttfw+sx8vrj/Fz8eiuZScRd/3drL56QE0LE7lUSuaObg5Ccd+4e2cD9BcX+X72i3qmwRlFVWFHfPF2Cz62Y5QLqfm0LimK48NbGaDxhaNXm8qAPb36X83wk/s2ZC372lvvQ2ZNq64mU+bO0r8VAmYxb+urfFJjeXmt05M6dfeD6pB9NVo6ld34aXbLbfTOyXbyKR/HLmQ05ueTWuwYEzHIj1vvV8M//s9kBy9kcY1XVn6UDfa+NwkXUw52ClfVXXq1In09HScnStQ3k4rkb4oG+/f15FmtdxY+Hcwadl6hn60hzWP3SSDhg0428ECux+Amy0UU6ZHt8w3vV5VgtenCj3mr20WLUDI5TS+zasT8PqY8rvRzy8yiUe+O0pKlulTWnUXB1Y+3IMujaz8N2HjipuWIksyxL+KsG4rpMvLrDwUDcB791muHKbeYGT2Gn8uJGZSv7oLX00qvOy1Tm9kwYbTPPvLSXL0Rm5rU4eNs/vfPFi+xsY75asqOzs73NzcsLOT/pa+KDuPD2rOlxO7otWAzmBk/NcH2Xjyoq2bBZEHcc6K49ZJf8roFnUZqcxj3rTR7zR6o8rb1FnH1k26qbf/CuK+rw6ag+XRHXw4/vIw6wfLUC4qblqCBMwivwLWbeXc+x0zjpuWOTzQoyEDWta22GXf3RzMvtAEXB3tWDG1e6FlquNTTSnjfjhkWkf99NCWrJjSnWouFaREZxVz/vx5xo8fz/nz523dFJuTvihbd3Ssy/on++Jor8Wo4Kk1AXy528YlmsvTLeoyUJnH/MaTlzh8/irODtri1yEoAymZOkYs2sOKfaYZcFdHO1ZN78mSSd1uvVbZ0htRy0HFTUuQJRniRrdYuvD+X+eITIygbjVn/je6rcUut+54NN8e+Lfsddu6BVffORGVxOOrTInVPZztWXx/5wqTvqeqMhgMpKamYjBUvgwAxSV9Ufa6NPJix7ODGP3pPlKz9Xyw5RyRiZm8f1/Rln1ZXCW5RV1UlXXMp2Xn8s5fZwGYXQ43+u0+F8/jq/zIycsU06VRdX56tFfBVSaLWbisyCrBPiIpjW0BlbI09nWOX7jK+KWHUAq+e7gHgy1028kvMokHlx1GZzAyd1hL5g4ruIToxpOXeO6Xk+j0Rlp5u7P0oe40reVmkbYIISq3tOxcbv90HzFJWQD0a16TVdN7ln31OaPBlA2jkP0izA0s97NuVdnbm4JYsT+CJjVd2frMQJzsy8/v6uXfA/npiKmAjwZ4dkQrZt9WSKXca7mSbxiTebPAltiIaqtKf3lKE6/JkgxRqOxcAy/8egqlYHy3BhYLlmNTsnh8lR86g5Hb2/vwVAF/zEopFv8TwlNrTqDTGxnWtg6/z+wnwbIQosg8nB3Y/exgc9q5A+GJjP5sf9nnai7gFrWqQLeoq7JzcWmsPHgBMG30Ky/BckJ6NoM/3GUOlj2d7flzTv/Cg+WyypVcgfcRScAsCrXonxDOJ2Tg7enEKxZao5WlM/DYD34kpOfQxseDj8Z3umXZ6+xcA0+vDWDxP6EAzBjQlKUPdS9d7mdRpvz9/bG3t8ff39/WTbE56QvbupZ27o4OPgCcjUtj8Me7Sc++Pr+bld1iv0iithZqwvcV4hZ1UVW2Ma+U4tUNpzEYFaPa+VhsEqm0DoYl0O+9XVxIzASgT7OaHH9lOO3rVyv8yeUlV3I5JgGzKNDpiynmzQLv3NPBIpvqlFK8sP4UgRdTqOHmyPIptw5+r6TlMHH5YTaevIS9VsN793bg5dG+2N16e7kohxo2bMiSJUto2LChrZtic9IX5cOXk7rxUO/GAMQkZTHgg50kpGeXbSN8x8Dc0zB1E4kjv2SK4VV6Zi5io6572bbDyirbmN8QcImjEXkb/e4qHxv9PtsRysQVR8jRG9Fo4NXRbVnzWO9Cs02ZVbGNqCUha5gtoLKuYdYbjNy95ABnLqUyumNdlkzsapHzfrk7jA+2nMNeq+HHR3vRu1nNmx53Li6NR747xsXkLDyd7fl6cjfLFEkRQog8n+4IYdF2090rN0c7Nj89gMY1bbPU64udoXy0LYQ6Hk7sfG4w7nIXrdxJy87lto/3cCUth+dHtmbWkBY2bY/RaGTqymPsC00ATFkw1j3ep2izyv8Vsc9UabIwUzcVmpe6PJM1zMIqvj0QwZlLqVRzceD1u9pZ5Jz/BF3mw63nANO6r1sFy7uC47nvq4NcTM6iSU1X/pjVT4LlCiw5OZmNGzeSnJxs66bYnPRF+fL00Fa8O7YDGiBDZ2D4or2cvphik7bMGNiMxjVdiU/L4fOdoTZpgzVUpjH/xc4wrqTl0LSWG48OaGrTtlxOzabPwp3mYLlFHXeO/G9owcHyrVLGVZJcydYkAbO4qajETD7ZHgLAy3e0pbZHwXmRiyL0chpzfw5AKZjcuxGT826HXu/Hw5FM//4Y6Tl6ejWtwe8z+9Gstnupry9s5/z589x9992VMg9rcUlflD8TezXi68ndTAVO9KY7a/tCr5R5O5zs7ViQt0/k2/0RhF9JL/M2WENlGfPhV9LNKVAX3OVr041+u8/F0//9nVxOywFgbJf6/DNvUMHFxII2mrKzfH8nrJ9u+u/i9qbHK0muZGuSgFncQCnF/34PJDvXSN/mNRnfvUGpz5mcqePRH46TnqOnd7MavHaTGWulFB9tPccrf5zGmJeRY9X0Xni5OZb6+sK2OnToQHx8PB06dLB1U2xO+qJ8GtnehzUzemOv1WAwKqZ8e9QmVQGHtvVmSOva5BoUb/4ZRGVYNVkZxrxSpt9HrkExtE0dm1b0+2JnKNNWHiPXoNBqYOG9HVh0f+eCn3QtZdz1G/tSY02PB20ssHCZRVLKVXCyhtkCKtsa5l/9Ynjul5M42WvZOncgTUqZuk1vMDJ15VEOhCXSwMuFjbP7U+O6IDjXYOTl3wNZdzwGgLnDWvL00JZoNLK5TwhRdoJjU7lnyQGy81LNLby3Aw/2bFSmbTh/JZ2Ri/eSa1CsmNKdYb6Vo4BJRbbj7GWmf38cRzst254p/ftiSc1e7c+mU7EAuDvZse6JPvjWLWS9sjnv962yYFyX99vGuZKtSdYwC4tJSM/h7b+CAJg7rJVFXhTe/ussB8ISzWWvrw+WM3V6HvvhOOuOx5g/Lc8d1kqC5UrkwoULTJs2jQsXLti6KTYnfVG+tanryY7nBuHuZAoQXvotkG/3R5RpG5rVdmd6/2YAvLkpiOzcil0hr6KP+Ry9gTc3md4Xpw9oapNgOVun5/ZP95qD5cY1XDn00tDCg2Uofsq4Cpwr2ZokYK4qilgb/s0/g0jOzKVtXU+LbGj4+VgU3+Uld/9kQmfa+OT/RJeYnsODy4+w69wVnB20LHuoe5nP5gjry8nJISwsjJycHFs3xeakL8q/+tVd2f38YHMazTc3BfHZjrLdhDfnthZ4ezoRdTWTFfsq9trfij7mv9kfQWRiJnU8nGySFSM2OYu+7+/ibGwaAANb1WLXc4WsV/4vSRlnEbIkwwLK/ZKMItaG3xUcz8PfHUOrgT9m9aNjg+qluuzxC1d5cPlhcg2KecNb8dTQ/JWGohIzmbryKBEJGVR3deCbqT3o1tirVNcUQghLScnUcdvHe0jM0AHw+MBmvHRH2zK7/oaAizy9NgAXBzt2PDuIetVdyuzawiQuJZvbPt5Nps7Aovs7MbZL6ff0FMfxC1eZuOIIurwlQjMGNOXl0cXM/VxFUsYVRZVdkrFw4UJ69OiBh4cHderU4Z577uHcuXP5jlFK8frrr1OvXj1cXFwYPHgwZ86cyXdMTk4Oc+bMoVatWri5uTFmzBhiYmLK8kexnqIs9AcycvS88sdpAB7p17TUwfLF5Cye+NGPXINidIe6zLkt/6fy0xdTuPerg0QkZFC/ugu/PtFXgmUhRLlSzdWRPc8PoW41ZwCW7j3Pq3mvk2VhTKd69GjiRVaugXc3ny2z64p/vff3WTJ1Bro2qs49neuX6bV/PhbF+KWH0OmNaDXw0biOxQ+WQVLGWUiFDpj37NnDrFmzOHz4MNu3b0ev1zNixAgyMjLMx3zwwQd88sknfPHFFxw7dgwfHx+GDx9OWlqa+Zi5c+fy+++/s3btWvbv3096ejp33nknBkPFXjdWnNrwH207x8XkLBp4uTBvRKtSXdZU9vo4Cek6fOt68uH4jvnWIx8MS+D+pYdISM+hbV1PfpvZlxZ1JG1cZRYQEICnpycBAQG2borNSV9ULO7O9ux6dhCNa7gCsOpwJPN+DiiTa2s0Gl4f0w6tBjadiuVQeGKZXNfSKuqYP37hKn8EXEKjgTfGtC/TfTUfbT3Hi+sDUQqc7LWsf7Iv47qXsFKipIyziAodMG/ZsoVp06bRrl07OnXqxMqVK4mKisLPzw8wzS4vXryYl19+mXvvvZf27dvz/fffk5mZyerVqwFISUnhm2++4eOPP2bYsGF06dKFH3/8kcDAQP755x9b/nilV8SF/mHHt5nXGb8ztgOujiWvLqWU4rlfT3LmUio13RxZNqVbvvNtD7rMtO+OkaEz0Ld5TX5+vDfens4lvp6oGOrWrcvrr79O3bp1Cz+4kpO+qHicHe3ZMW8QrbxNH+x/O3GRJ1YdL5Nrt6tXjYm9TPs63vjzDHqDsUyua0kVccwbjIrXNpruRj/QoyEdGhSzcl4pPPNzAF/sCgOghpsj+14YQpdGpbwDKynjSq1CB8zXS0kxVWeqUaMGABEREcTFxTFixAjzMU5OTgwaNIiDB027Qf38/MjNzc13TL169Wjfvr35mOvl5OSQmpqa76tcKuIC/l/3+KGUKfH5oFa1S3XJJbvC+OtULA52Gr5+qBsNvFzN39sQcJEnfvRDpzcysp03Kx/ugWdRNy2ICs3b25t58+bh7S3psaQvKiZ7ey1bnh5Ah/qmdY9bzlzmke+Olsm1nx3emuquDgTHpfHj4cgyuaYlVcQx//OxaM5cSsXD2Z7nRrQuk2sajUbuX3qI30+Y8n83reXK/heHUMdSk0q+Y2DuadNa5fu+Mf13bqAEy0VUaQJmpRTz5s2jf//+tG/fHoC4uDiAG/5Ivb29zd+Li4vD0dERLy+vWx5zvYULF1KtWjXzV8OGJbxNYm3uRXtxCkhyopqLA6+MLt1mlm1n4vhom6k64Jt3t6dHkxrm760+EsXcnwMwGBX3dqnPkoldbVolSZSt1NRU/vnnn/L74bIMSV9UXFqtlg2z+tGzien9YmfwFaZ+a/2g2cvNkWfzgrZPtoeQmF6xsk1UtDGfkpnLR9tM+6HmDW9FTffSV7otTLZOz7BP9nIk4ioAPZt4sWPeoFLd8b0pSRlXYpUmYJ49ezanTp1izZo1N3zv+nVHSqlC1yIVdMxLL71ESkqK+Ss6OrrkDbemQhb6KzTEqpocNbbhpdvblOpF4VxcGs/kreub2qdxvtRwS/eE87/fTWuxpvRpzEfjO2FvV2mGniiCsLAwhg8fTlhYmK2bYnPSFxWbVqtl3RN96dOsJgB7Qq4wecVhq193Ys9G+Nb1JDVbbw7mKoqKNuYX/RPC1Qwdrbzdmdy7sdWvl5CeTf/3d3E+wbT/6u7O9Vj3RF+0WnmfLE8qxW9jzpw5bNy4kV27dtGgwb8pX3x8fABumCmOj483zzr7+Pig0+lISkq65THXc3JywtPTM99XuVToQn/F67kP0bVxTSaUdDMBkJSh49Ef/l2X/Mqdpl28Sik+3naOhX8HAzBzcHPeGNMOrVYKklQ17dq1IyIignbtbiyJXtVIX1QOax7rTf8WpqB5f1giDy4rYdBcxBz5dloNb9xtGjNrj0VzKia5ZNezgYo05s/FpbEqb9nLa3e1w8HKkzvhV9IZ+MFuEvJSF84c3JxPH+hi1WuKkqnQAbNSitmzZ/Pbb7+xc+dOmjbNX2ijadOm+Pj4sH37dvNjOp2OPXv20LevKX1Kt27dcHBwyHdMbGwsp0+fNh9Tod1ioX+Wiw9P6Oayg168M7ZDiYPYXIORmT/5E301i0Y1XFkysSsOdlqMRsUbfwbx+U7TjMILo1rzwqg2Ur2vinJycqJJkyY4OVn/1mZ5J31Refz4aG8GtqoFwKHziUxYegijsRib8oI2mkoWf38nrJ9u+u/i9uZ0n9fr0aQG93Suh1Lw2sYzGI0Vo4xCRRnzSine+PMMBqPi9vY+9GtRy6rXOxWTzO2L95GpM6AB3hnbnhdGtbHqNUXJVeiAedasWfz444+sXr0aDw8P4uLiiIuLIysrCzAtxZg7dy7vvvsuv//+O6dPn2batGm4uroyceJEAKpVq8b06dN59tln2bFjBydOnGDy5Ml06NCBYcOG2fLHs5zrFvpnTdzAcMNnbDX25NEBzWjt43Hjc4o46/H2piAOnU/EzdGO5VO64+XmiN5g5IX1p8yZN966ux0zB5d9dSRRfkRFRTFr1iyioqJs3RSbk76oXH54pBdDWps2Sx+NuMqEpYeLFjQXMUf+9ebf3hZXRztORCXzW97msPKuooz5LafjOBieiJO9lv9ZuUDNwbAExn55EJ3BlGN5+ZRuTOpl/eUfouQqdMD81VdfkZKSwuDBg6lbt6756+effzYf88ILLzB37lxmzpxJ9+7duXjxItu2bcPD498gcdGiRdxzzz1MmDCBfv364erqyp9//omdXSVaDP+fhf6LwryJSc2lgZcLT19XfQ8o8qzH6iNRfH8oEo0GFj/QhdY+HugNRub+HMCvfjHYaTV8MqETD/VpUjY/oyi3MjIyOHToUL4c6VWV9EXls/LhngxrWweA45FJ3Pd1ITPNxciRfz2fas7Muc30uv3e38GkZeeWsvXWVxHGfJbOwNt/mYrDPDGoOQ1ruBbyjJLbejqOyd8cwWBU2Gs1rH2sN8N8fax2PWEZUhrbAsp9aez/CLqUyl1f7MdgVKyc1oMhbepcd0DerMcNL+R5Syny8jUejbjKxOWH0RsVz49szawhLcg1GHl67Qk2B8bhYKfh8we7Mqq9vAgIIaqGx384ztYgUzrPTg2r8fuTt9i4VcpSxTl6A6MW7yMiIaNkpZLFDRb/E8Lif0KpX92Ff+YNwsXROhNmPx+LYv76QBSmgiS/z+qLb92yy/Fc1VXZ0tiieIxGxct/BJrXZ90QLBdx1iMmMY0nf/RDb1Tc2bEuMwc3R6c3Mme1KVh2tNPy1aRuEiwLIaqUpVO6c0cH0+veyeiUWy/PKGKO/Fsd52Rvx4K7TEHyygMXCItPL1F7q5QClhnGJGXy1e5wAP53R1urBctL94SbqvcBro52/PPMIAmWKxAJmKuQNceiOBGVjJujHa/ddZPdykWsDPjZyh9IzNDRrp4nH47rRK5BMWu1P1vOmILlpQ91Y5hvxUlQL6zv1KlT1K1bl1OnTtm6KTYnfVG5fTmpG6PamV7/jkcmMXHFkRsPKmKO/IKOG9K6DkPb1EFvVLz9V1BJmlpmbD7mC1lm+O7ms+TojfRuVsP8gceijAbW/PwTZ7Z+S29tEDWctex+bjANa1pv2YewPAmYq4graTm8n5fe7dkRrfGpdpPKQUWc9ci+eola7o4sn9IdrRae/NGP7UGXcbTXsmxKtxtnrkWVV7t2bWbNmkXt2qWrJFkZSF9Ufl8/1J2hea+Dh89f5aFvrguaC8mRDxrwrG86rgAvj26Lg52G3eeusCs4vvQNtxKbjvlCNlcG7/yJzYFxaDXw+ph2ls/kFLSRlIVtePDsTD5z/IK1jm9z3GMedWK2WfY6wuokYK4i3vkriNRsPe3rezK1b5ObH1TEWY9ErRdfT+5GDTdHnljlx47geJzstayY0p3BrSVYFjeqW7cur7zyCnXr1i384EpO+qJq+GZaD3PKuX2hCTy88j8VAQvNkQ+Meq/QKmzNarvzcD9TOtW3/gpCpy9GSrsyZLMxX8gyQwXU2LcALUYe6t2YNj4W3oMUtBG17iE8dPk/zGjTCs6EIsonCZirgANhCfwRcAmNBt4d2wG7W+VcLmTWw6jgkqrJPWPG0b5+NR5f5ceuc1dwdtDy7bQeDGwlM2bi5tLT0zl06BDp6bLWUvqi6vjhkV70bW4qbrLr3BUe++H4v9+8RY58POuZN1cXxezbWlDL3ZHzVzL44dAFC7Xcsmw25gtZZqhBUUclcJtLGM8Mb2XZaxsNJP82D6XgxrfcgjOhiPJJAuZKLkdv4NU/TgMwpXdjOjaofuuDC5j1uJYff1/zZ7mrS0Nm/HCcPSFXcHGw49tpPaye4F1UbCEhIfTt25eQkBBbN8XmpC+qltUzetOziRcA24IuM+snv3+/eV2OfKZugrmBRQ6WATydHXhuRGsAPt0RSkJ6jkXbbwk2G/NFXGY4tYMz1V0dLXrpL1b+QHX9lZsEy9eY9gQRedCi1xXWIwFzJbdiXwTnEzKo5e7EsyNbF/6EW8x6xFGTz2otYPSEx5jxw3H2hSbg6mjHyod70Le5BMuiYG3btuX06dO0bWvdYgAVgfRF1bP2sd50aVQdgL8C45i7NuDfb/4nRz5NBxS6DONmxndvSLt6nqRl6/l4W/n7IGazMV/EZYZ9O1m2ZPfMn/wICQ8r2sFFzZgibE4C5kosJimTz3eGAvDy6DZ4OjsU7Yl5sx76h/7k0+ov8oDuFSa5LWPi1Fk8tTaAfaEJuDjY8d3DPendrKYVfwJRWbi4uNCuXTtcXFxs3RSbk76oerRaLeuf6EOH+qY1sn8EXOT5X05a7Px2Wo0589HaY1GcuZRisXNbgs3GfBGWGWa71sWuaT+LXfLR74+xOTCOeKoX7QlFzZgibE4C5krszT+DyM410qtpDe7pXL94T9ba8XqgF4viOnHaoSNLHurBqxtOszNvg98307rTs2kN6zRcVDoxMTE8//zzxMTE2LopNid9UTVptVo2zOqHb11Tldlf/GJ4ab3l0qz1bFqDOzvWRSnTa395qklmszFfyDJDjQac7/ygRLP6N/PwyqP8c9a0wc/YoDfKAplQRPkhAXMltSs4nm1Bl7HTanjrnvbFTpXz4+FIfjwchUYDn0zoxJe7wtl65jKOdlqWT+kuyzBEsaSkpLBx40ZSUsrXzJctSF9UXVqtlk1z+tPK2x2ANceiWbDhtMXO/9IdbXGy13Ik4ip/n46z2HlLy6ZjvoBlhpdHLS/WevGCTP/uGLvOXQGgT7OarJs5AI0FMqGI8kNKY1tAmZfGNhpMGwXSL5tu5zTum++PLjvXwMjFe4lMzLyxbGohzwU4fD6RySuOmMteh8en89uJizjYaVj6UDduayO3kIQQoqT0eiMjP91L+JUMAKb3b8qrd1qmvPUn20P4bIepxPOOZwfh7CABGQBGA/qIA7z/624CU1zo0GcUL9/VodTnJPIgyzcfZMdFLUeNbejZrBZrH+vz7zFBG02p7f6brcOzvilYtlCwLoquNPGavZXaJKzlpn989Uy3nfL++L7eE05kYibenk48PaxVsZ4blZhpLnt9V8e6RCZk8NuJi9hpNXz+YFcJloUQopTs7bVsfXogQxftITIxk2/2R+DmaMe8EUXYmF2IJwY145fj0VxMzmL53vPMGdrSAi2uBLR2/HS5EcuTTDUElg5rU7rz/ef9dAYwwxEStLWo1X9R/uN8x0Cb0YVOVInyT5ZkVCSFVCwiaCORiRl8uTscgFfv9MXdyb7Iz03LzuXRH46RlJlLx/rVcHO2Y51fDFoNfPpAZ0a1t0LJUFElnDlzhhYtWnDmzBlbN8XmpC8EmILm7c8MooGXaSPcZzvDWL43vNTndXW0Z/7tpmDwy93hxKVkl/qcpVUexnxypo5F/5gyiMwb3opqLkXcBH8zee+n6rr305rGxJsXJLFAJhRhexIwVxSFVCwCUFvm88aGU+j0Rvq3qMXoDnWL9dy5a/wIuZyOt6cTvnU9WXs0Jm8Nc2fu7FjPGj+VqCKqV6/O+PHjqV69uq2bYnPSF+IaR3st254ZSG0PJwDe2RzM6iNRpT7vmE716N7Yi6xcA+9vCS71+UqrPIz5xf+EkpyZS2tvDx7o0bDkJ8p7P1Wom6xMloIklZkEzBVFIRWLQKFJvUhm2H4c7DS8cXe7fzf6FfG5GaH7cLLXMrBlLdYejwbg/Xs7ck+XYmbYEOI69evXZ+HChdSvL2NJ+kL8l6ujPTufHUR1V9OM5/9+D2TjyYulOqdGY0ozp9HA7ycu4heZZImmlpitx3xYfBqrDkcCsOAuX+ztShj6GA1w5GtIvXTL3BdSkKTykoC5oihicvM6JDNjQDOa13Yv0XNHtvPhFz/Ti/Xb97RnQmk+iQuRJysri1OnTpGVlWXrptic9IW4noezA//MG2heQvf0mgB2BseX6pwdGlRjXNcGALz55xmMRtvt77f1mH9r01kMRsVwX++SV6UN2giL28PW/xXteClIUulIwFxRFDG5udHNm9m3tSjRc+s1bMLGk6aZ6Jdub8Pk3o2L1UQhbuXs2bN06tSJs2fP2ropNid9IW6mlrszW58ZgLODFoWpAMaR84mlOufzo1rj5mjHyZgUfjtRulnr0rDlmN91Lp49IVdwsNPwvztKWGnwFmuWCyQFSSodCZgrioxE0Nz612VUcEnV5K6778PV8brkJ0WodnRFW4tlkaZNfbOHtODxQc0t1XIhaN26NUePHqV169JnAajopC/ErdSv7spfTw3A0U6LUcGkFUc4fbHkuYvreDibs2R8sCWY9By9pZpaLLYa87kGI29vCgLg4X5NaVrLrfgnKWDN8s1JQZLKSgLmiiBoI/w6DZTxpt++dqPttzqzGNHuJpvzilDtaEHOZIxomdqnMc+OaHXjOYQoBTc3N3r06IGbWwnesCoZ6QtRkOa13fltZl/stRr0RsXYLw8QfiW9xOd7uF8TGtd0JT4thy93hVmwpUVnqzH/4+FIwq9kUNPN8cY7r0WVtweoyMEySEGSSkoC5vKuwAwXJgal5WnDXO68/4lbV/S7RbWjy5qazNY/w9+GntzbtX7eRpHiVQUUojCxsbG8/vrrxMbG2ropNid9IQrTvn41Vs/ohVYDuQbF6M/2cTE5s0TncrK345W84lUr9kUQlViy85SGLcZ8UoaOxf+EAvDsiNZ4Opcsjdz+gGJUYvSsZ3qflYIklZIEzOVdoRkuwF5jpF/HVjQp7HaT7xiYe5qffb/iKd1sJuW+ym36z/lL34OR7bz54L6OaLUSLAvLS0hIYMWKFSQkJNi6KTYnfSGKomfTmnw7rQcaIDvXyMhFe0lIL1lO5WFt69C/RS10BiPvbA6ybEOLwBZjftE/IaRk5dLGx4P7S7h5/Y8TF/niWBFn90e+C3MDJViuxCRgLu+KuNN2bMuiFW3ccCqOF/2rsdHYF39te7L0MKBlLT57sEvJU+0IUYgOHToQExNDhw6lLEVbCUhfiKIa3LoOnz/YBYD0HAPDPt5LSqau2OfRaDS8eqcvdloNW89c5mBY2X5YK+sxH3I5jZ/y8lkvuMv0cxfXtjNxPPNzAEeNbYhTNQtYwZy3ZrnXE7IMo5KTCKm8K+JOW6fqhRcWCYhO5vlfTwHg4mBHVq6Bbo29WPpQN5zs5Q9dCCHKmzs71WPhvaZAMzkrl2GL9pKpK/7mvdY+Hkzu1QiANzcFoTfcfE9MRaeU4q1NQRiMihG+3vRtXvw0cvtDr/DEj34owMnBAae7PsgLl28sVQLImuUqQgLm8q6wDBeAKsKO3LiUbB774Tg6vRFnBy1ZuQba1vXk22k9bsyqIYSFBQUF0bFjR4KCyv52cHkjfSGK68GejXh5tKnc9ZW0HEYu2oteX/yA95nhraju6kBwXBprjkVbupm3VJZjfte5ePaFJuBgp+Hl0cVPI+cXmcTUb49hVOBkr2XL3AF4dR930z1Asma5apGAubwrLMMFGjSFfLrN0hmY8cNx4tNycLLXkp1rpHFNV354pCfVXEq2EUKI4vDw8GDw4MF4eHjYuik2J30hSmLGgOY8PdSU6SE6KYu7luzHaCxe0Fzd1ZF5w01ZkD7Zdo7kEizvKImyGvM6vZG3N5lyPT/SrymNaxYvK0fQpRTuX3oIg1I42GnYMKvfv+fI2wPE1E1w3zem/8qa5SpFo5SyXfmfSiI1NZVq1aqRkpKCp6endS4StNGULeM/GwBTHOpQbezHBf7BKqWYveYEf52KNacpquXuxG9P9qVRTVfrtFUIIYRVvPJ7ID/mrc/t06wmax7rXazn6w1G7vhsHyGX05nWtwmvj2lnjWbaxIp953n7r7PUcndk13OD8ShGZozoxEyGLtqDTm/ETqvhtyf70KmhlxVbK2yhNPGazDBXFHmfbv/qupyndLN5TPt6kT7dfr4zjL9OxaLRgN6o8HCy5/tHekiwLMpUdnY2YWFhZGeXbJd/ZSJ9IUrj7bEduL29qcjUofOJzPzJr1jPt7fTsuBOU5C86nAkoZfTLN7G65XFmL+aoePTHaY0cs+NaF2sYDkhPZtRn+1Fpzei1cBP03tJsCxuIAFzBRKfkct8P1OGi6G330c1N+cCj/87MJZPtocAoBQ42mlZNqU77epVK4vmCmEWFBREy5YtZd0u0hei9L6a3I1eTWsAsDkwjlf/KEauYKB/y1oM9/XGYFS8s9n65arLYsx/+k8Iadl62tb1ZHz3oqeRy9TpGbFoHxk5BgC+mtSN3s1rWquZogKTgLkCef/vc6Tl6OnUoBrjuxX8gnD6YgrPrAsw/1ujgU8f6EwfeSEQNtCyZUt27dpFy5Ytbd0Um5O+EJawZkYv2viY1gSvOhzJ4n9CivX8/93RFgc7DbvPXWH3uXhrNNHM2mM+LD7dvEzlldFti5xGTq83MmLRXq5mmNZyvzO2PSPzZu+FuJ4EzBWEX2QS6/1jAHh9TLsCC4zEp2Uz44fjZOf+uyHkrbvbc3uHurd8jhDWJBvd/iV9ISxBq9WyaXZ/Gni5ALD4n1B+OHShyM9vWsuNqX2aAPD2X2etmmbO2mN+4eazGIyKYW3r0K9F0dLIGY1G7vpiPzFJWQA8M7wlk3o1tkr7ROUgAXMFYDAqXt94BoDx3RrQpdGt11Zl5xp4fJUfsSn/rhWbO6wlk3vLC4GwncuXL/Phhx9y+XLRCvFUZtIXwlLs7bVse2YgNd0cAViw4QybThZcGfa/5gxtiZerA2Hx6aw+GmWtZlp1zO8PTWBHcDz2Wg0v3VH0NHKTvznK2TjT+u2Hejfm6aGtLN42UblIwFwBrDseTeDFFDyc7HlhVJtbHqeU4qXfAjkRlWx+bHLvRjw9VG79CtuKi4tj4cKFxMXF2bopNid9ISzJ1dGe7c8Mwt3JlE9/ztoT7A+9UqTnVnNxMKeZW7Q9hJTMXKu00Vpj3mBUvP2XaV305N6NaV7bvUjPm73an4PhiQDc3t6Ht+5pb9F2icpJAuZyLiUzlw+3ngNg7vBW1PZwuuWxX+85z+8nLpr/fUcHH94Y0x6NpvhlQYWwpE6dOnH16lU6depk66bYnPSFsLQa7o78PXcATvZalIKpK49xKia5SM99sGcjWtZxJykzl893hlqlfdYa8+v9YgiOS8PT2b7IE0OvbTzDplOxAPRqWoOvJnezaJtE5SUBczn3yfZzXM3Q0bKOO1P63HpZxfagy3ywJdj87z7NarLo/s5F3vwghBCi4mro5cqGWf2w12owGBXjvjpEZGJGoc+zt9Pyyp2+AHx/6AIRCYU/pzzIyNHz4TbTZNJTQ1vilbcspSBf7Azl+4MXAGjt7cGaGb2s2URRyUjAXI6djU1l1eFIAN4Y0w4Hu5v/uoLjUnl67QmuVaDxrevJsindcLKX2vaifDh37hx9+vTh3Llztm6KzUlfCGtpU9eT1TN6odWAzmDk9k/3EZ9aeO7jQa1qM7h1bXINinetkGbOGmN+6Z5wrqTl0LimKw8VMJl0zZqjUXy0zZRJpF51F/6a0x+tVkIgUXQyWsoppRSvbTyDUZmWVvS9xc7fhPQcHll5jEydKYdkQy8XvnukR7GStgthbc7OzrRr1w5n54Jzh1cF0hfCmno2rcnXk7uhATJ1BkYs3kt6tr7Q511Lx7Y96DIHwxIs2qZSj3mjASL2QeCvELGPS1fTWbbvPAAv3d6m0Mmhf4Li+N9vgQB4uTqwbe5A7O0l/BHFI6WxLcAapbE3nrzEU2tO4OygZcezg6lf3eWGY7JzDTy47DAnopMBqOHmwO8z+9G4pptF2iCEEKJiWnM0ipfygsT61V3Y89zgQoPE1zac5vtDkbTx8eCvpwaUjyV9QRthy4uQ+m/2j2T72ryYOYmkRqP4+fHeBe7TORmdxNgvD2JU4Opox94XBlPLXT6sVlVSGruSycjR8+5fpttiswa3uGmwrJTixfWnzMGyi4OWHx7pJcGyKJdyc3OJjY0lN9c6u/ArEukLURYe7NnInAHjYnIWY5bsx2gsONfy3GGt8HS2JzgujXXHoy3WlhKP+aCNsG5KvmAZwDP3Cl85LOaDdhcKDJajkzIZv/QwRgUOdhr+mtNfgmVRYhIwl0NLdoURl5pNoxquzBjY7JbHbAgwvYhoNfD1Q91pX19KXovyKTAwkHr16hEYGGjrptic9IUoK08NbcmkXo0ACIpN4+Hvjhd4vJebI08PMwXZH287R1q2ZT7UlWjMGw2mmWVuvAmu1Ziq1zY59pbpuJtIydRxx6f70OmNaDWwZkZvmhYx7ZwQNyMBczkTlZjJin0RgGlNmbPDjWuzNgfGmjcvALx3X0cGtapdZm0UoriaN2/Opk2baN68ua2bYnPSF6IsvTO2A8Pa1gFgT8gVnv/1ZIHHP9S7Mc1quZGQruPLnSH51g7fKjgtTInGfOTBG2aW/0sDkHrRdNx19HojIxfvJS1v7fYXD3ale5MaxWy1EPnZ27oBIr93NgehMxgZ0LIWw329b/j+qZhk5q4NMP/76aEtmdC9YRm2UIjiq1atGqNHj7Z1M8oF6QtR1lZM7cHdX+znZEwKvxyPwdvDmedGtr7psY72Wv53R1t++fFLphyZDUev/vtNz3ow6n3wHVOs65dozKcXsSrgdccZjUbuWrKfuNQcAF6+ow13dKxbvGsLcRMyw1yOHAxLYOuZy9hpNbx6p+8Na7PiUrKZtvIYOoNpHdq4rvWZO0yq+Iny78qVKyxZsoQrV4pWgawyk74QtvD7zL40ruEKwBe7wvjpSOQtjx3KYb52XIw3V/N/IzXWtKY4aGOxrl2iMe9+44RRUY575PvjnI01lbye2rcJMwbKnRxhGRIwlxN6g5E3N5lKfD7UuzGtvD3yfT9Tp2fKt0e4mqEDoG/zmiy8r6NU8RMVQkxMDPPmzSMmJsbWTbE56QthC1qtlr/nDqBGXoGPV34/zbYzNylVbTSg2TLf9Jwb3l7y1hNvmV+s5RklGvON+5pmtLnVe5wGPOubjsvzv99OsfucKSgf3rYOb4xpV/TrCVEICZjLiTXHogmOS6O6q8MNs8ZGo2L26hOEXE4HoEVtd5ZN6X7LQiZClDddunQhJyeHLl262LopNid9IWzF1dGebc8MwNXRDgU88aMffpFJ+Q/KWzt866kYdcu1w7dSojGvtTMt/+Bm2/7yWjfqPdNxwJe7w1h91JTZo309T5ZP7VH0awlRBBJxlQPJmTo+ySvx+ezwVlR3zV/i8/0twewMjgeglrsjq2f0wt1Jlp8LIYQonlruzvw1pz8OdhqMCh5YdoiIK+n/HlDCtcNW4TuGuFHLiFPXbdjzrAcTfjCvpf7jxEU+2GJ6D61f3YU/ZvazfttElSMBczmw+J9QkjJzae3twYM9G+X73q9+MSzda6po5OygZc2M3tTxlDySomIJDQ1l2LBhhIaG2ropNid9IWytaW131j3eB60Gcg2K0Z/vJyE9r4R2CdcOF6Q0Y/6Vc83ol/MZH3h/BPd9A1M3wdxAc7B8ODyRZ9YFAFDNxZ4tcwdIFT9hFTKqbCz0chqrDps2Xyy4yxf7/yyzOH7hKi/kpQDSauD7h3vS8rq1zUJUBPb29tSuXRt7e7kzIn0hyoMujbxY9tB/Smgv2kemTl+itcOFKemYPxiWwD9nL6PR2nHvfQ9Ch3HQdIB5GUb4lXQmf3MEpcDJXsuWpwfi4exQrGsIUVRSGtsCSlpqUSnFlG+Psi80gZHtvFn6UHfz96KvZjJy8V4ydaaNFZ8+0Jm7O9e3eNuFEEJUXauPRPG/300FRRrVcGHnvMHYh2wyZcMA/ruC2KhAo9Gg+c9yCGsxGBV3fb6foNhUpvZpzBt3t8/3/YT0bAZ+sJtMnQE7jYYNs/tJ8S5RKCmNXUHtOBvPvtAEHO20vHyHr/nxtOxcJiw9ZA6WnxvRSoJlUaEZDAZSU1MxGEpW+KAykb4Q5cnEXo146rYWAERdzeK+rw+aguEJP4Bn/vzFcdTk2/pvFDtYLsmYX+8fQ1BsKh7O9ubqg9dk6/SMWrSPTJ0BDbB8qlS6FdYnAbON5OgNvP2XKY3c9AFNaVTTlB/TYDTNOsemmNaTjetan1lDWtisnUJYwsmTJ6lWrRonTxZcZawqkL4Q5c28Ea2Z0L0BACdjUpj+3TFTUDz3tGnN8H3fEDH6ZwboPuWt8Bb4RyUVcsb8ijvmM3L0fLTVtInvqdtamlPhgakwye2f7SchL8Xq22Pbc1ubOsVqjxAlIQGzjXx34AIXEjOp7eGULyB+4deTnIhKBqBX0xq8P66T5FoWFV7Tpk1Zt24dTZs2tXVTbE76QpRHH4zrxODWtQHYERzPy78HmtYKNx0AHcbRtMco7u1q2pT+5p9BFGc1Z3HH/NK954lPy6FRDVem9G2c73sTVxwhIiEDgJmDmzOpV+ObnUIIi5OA2Qbi07L5fGcYAC+OamNOEbd833nW+18EoHFNV757uCd2N2aOF6LC8fLyYvz48Xh5edm6KTYnfSHKq2+ndqddPdO6zp+ORPHpjpB8339+ZGtcHe0IiE5m48lLRT5vccZ8XEo2y/aGAzD/9jY42duZv/fCryc5fN5UfXBMp3q8MKpNkdsgRGlJwGwDH209R3qOnk4NqnFvF9Pa5N3n4nn3r7MAeDrb8+sTfXFxtCvoNEJUGImJiXz33XckJibauik2J30hyiutVsuGmf1o4OUCwKLtofx6PNr8/TqezswcbCo1/f7fwWTpirYmuThj/sOt58jONdK9sRe3t/cxP/717nDWHTdVCuzaqDqfPSiFf0TZkoC5jJ2KSeYXP9Mf/YK72qHVagiLT2PGD8dRgL1Ww69P9KG2h5NtGyqEBUVGRvLwww8TGRlp66bYnPSFKM/s89KzVXc1pWd7/tdT7Au9Yv7+owOaUb+6C5dSslm+73yRzlnUMR8Yk8J6f9P74yt3+pqXI24+Fct7W4IBaODlwrrH+hT75xKitCRgLkNKKd74MwilYGyX+nRr7EVypo77vjpErsG0HmzFlO608ileqhMhyrsuXbqQm5sr5aCRvhDln7uzPVvnDsTFwVRCe9rKYwTHpgLg7GDHi7eblkJ8tTucy6nZhZ6vKGNeKWXeCH9P53p0blgdME0yzV7jD4CHsz1/Py2FSYRtyKgrQxtPXsIvMgkXBzteHNWGXIORcV8dIiUrF4AFd7ZlsOz2FZWQRqPB3t5eNrAifSEqBm9PZ36f2Rd7rQaDUXHPlwfMwfFdHevStVF1snIN5pLUBSnKmN8WdJkjEVdxstfyfN7a5NjkLMZ/fQijAgc7DZvnDJDCJMJmJGAuI5k6Pe/9bbqlNGtIc7w9nXh8lR9hV9IBeLBnQx7p38yWTRTCasLDwxkzZgzh4eG2borNSV+IiqJNXU9WPtwDDZCda2Tk4r2kZ+vRaDQsuKsdYMqXHBiTUuB5ChvzOr2RhZtNe3hm5C35yNTpuf2zfeTojWg08NOjvWiYl35VCFuQgLmMfL3nPLEp2TTwcuHRAc34YEswO4PjAejZtAbvju1g4xYKIYQQ+Q1oWZsPx3UEIDkzl9s/3Yteb6Rzw+qMzdu0/uamM8VKM3e9VYcjuZCYSS13J54Y3Byj0cjoz/aTnGm6+/rRuI70bFqz9D+MEKUgpbEtoLBSizFJmQz9eA85eiNfTepKjt7I3J8DAGjo5cL2eYNwdpCMGEIIIcqnT3eEsGh7KACdGlZjw6z+xKZkMeSj3WTnGvlyUlfu6FC3kLPcKDlTx6APd5OSlct793bggZ6NmLT8MAfCTRk1nrqtBfNGtLbozyKqLimNXc4t/DuYHL2R3s1qULeaM/PWBQDg7mTHH7P6SbAsKj2lFHq9vlSzUJWF9IWoiJ4e2urfaoDRKTyx6jh1q7nw+EBTmrl3N58lO/fmaeYKGvOf7gglJSuXNj4ejO/ekJd/DzQHy3d2rCvBsig3JGC2siPnE/nrVCxaDcwe0oIHlh/GqEzp436b2Y+a7pI+TlR+J06cwMHBgRMnTti6KTYnfSEqqg/GdWJAy1oAbDlzmTf/PMPjg5rh4+lMTFIW3x28cNPn3WrMn7+SzqpDplRzr4z25dv95/npSBQAnRpU44uJXa33wwhRTBIwW5HBqHhzkylNzoTuDXn2l5Nk5xoBWDalG628PWzZPCHKTOPGjVm5ciWNG0sZW+kLUZF9/3APWue9d3174AJrjkTx/EjTLPAXO8NISM+54Tm3GvPv/R2M3qi4rU0dMnV63tls2hhft5oz65/oa+WfRIjikTXMFnCrNTFrj0Yx/7dAPJ3taejlwpnYNAD+d0cbHsu7jSWEEEJUJDq9kQEf7ORyqik4/uLBLizde57AiylM7NWoSJvYD4Un8uDyw9hpNSyZ2IVZP53AoBTuTvYceHEI1Vwdrf1jiCpI1jCXQ6nZuXy41ZSfskktN3OwPK5rfQmWRZWTlJTEL7/8QlJSkq2bYnPSF6Kic7TXsm3uQDyc7AF4au0JJnRvCJgmis7FpeU7/voxbzT+W6Tk3i71mftzAAalcLDT8OfsfhIsi3JJAmYr+XxHKIkZOmq6OXIqL0dll0bV+XB8Jxu3TIiyFxERwYQJE4iIiLB1U2xO+kJUBtVcHdn81AAc7bQYlSm13KBWtTAqePuvoHwb/K4f87+duMiZS6m4O9mz/exlsnONaIBVj/SiaW13G/1EQhRMlmRYwPVT/OFX0hm5aC96479dW7eaM3ueH4KjlPQUVZDBYCAjIwM3Nzfs7Kp2VhjpC1GZnIhK4r6vDmJU4OKoRW9Q5BoUK6f1YEhe5dr/jvkcg2LIR7u5nJpDDTdHrmboAHj/vg7c36ORLX8UUQXIkoxy5p2/zqI3Kq4VAXV1tGPTU/0lWBZVlp2dHZ6enhIgIn0hKpcujbz4enI3ALJ0Ruy1pve5t/8KItdg2uT+3zG/bO95Lqfm4OygNQfLMwc3l2BZlHsSwVnYrnPx5gp+CrDTalj/ZF9qukn6OFF1RURE8OCDD8oyBKQvROUzop0Pb4wxlcrOyjWg1UD4lQzWHDWliLs25o+eDGbpnvMA5oxRt7f34YVRbWzTcCGKQQJmC8o1GHnrz6B8jy2Z2IW2dYs37S9EZaPX67ly5Qp6vd7WTbE56QtRGU3t24THBzYF4NpqxEXbQ0jJzDWP+aV7Qsj6T3GTdvU8+SpvdlqI8k4C5v/48ssvadq0Kc7OznTr1o19+/YV6/lrjkZxPiHD/O9nh7diVPvilwoVorJp2bIl//zzDy1btrR1U2xO+kJUVi/d4cvoDj7mfydl5vLFrlBaNm/G8oXP4RZ3hN7aILQY8fZ0YsPMfjZsrRDFY2/rBpQXP//8M3PnzuXLL7+kX79+LF26lNtvv52goCAaNSra2qpF20PA3gWAuzrWZc5QeUMUQghRdSyZ1I24rw7gF5kMQMzBn9Gf/Zmm6bF8lpctLk7VwOOOj7GXfT2iApHRmueTTz5h+vTpPProo7Rt25bFixfTsGFDvvrqqyKfI9dgug/V1seDzx7sYq2mClHhnDhxAicnJykHjfSFqPx+ebwPjWu6MlJ7lCX2izkZGoPT26mciDUtx/DWJOH2xyMQtNHGLRWi6CRgBnQ6HX5+fowYMSLf4yNGjODgwYPFOlc1F3s2zOqHRqMp/GAhqogGDRrwySef0KBBA1s3xeakL0Rlp9Vq+XtOX95wXAVAI08Nn4xwpoGn6X1RQ94i5y3zwWi41WmEKFckYAYSEhIwGAx4e3vne9zb25u4uLgbjs/JySE1NTXfF4A+IZJtzwzE0cGOoKAgoqOjAcjOzsbf35+0NFP1o8uXL3Py5Enz+c6dO0dkZCQAubm5+Pv7k5JiKnZy5cqVfDNRoaGh5t31BoMBf39/c/WkxMRE/P39zQnjw8PDCQ8PB0Aphb+/P4mJiYCp8pK/vz8Gg+nFKiIigtDQUPN1Tpw4wZUrVwBISUnB39+f3NxcACIjIzl37pz52JMnT3L58mUA0tLS8Pf3Jzs7G4Do6GiCgv7dCBkYGEhsbCwAGRkZ+Pv7k5WVBcDFixc5c+aM+dgzZ84QExMDQFZWFv7+/qSnpwMQGxvLqVOnzMeePXuWqKgo8+/H39/f/Hu5fPkyAQEB+fr7woUL+fo7OTnZ3N/+/v75+vv8+fP5+vvq1asAXL16FX9/f4xG027v8+fPExYWZn6uv78/CQkJ+fr72kaviIgIQkJCzMcGBAQQH2/KrpKamoq/vz86nSnlUlRUFMHBweZjT506ZR6X6enp+fo7JiYmX3+fPn2aS5cuAZCZmYm/vz+ZmZkAXLp0idOnT5uPDQoKMvf3tTF7rb/j4uLy9XdwcLC5v3U6Xb7+jo+Pz9ffISEhpKenM2vWLLy8vPKN2YSEhHz9HRYWZu5vo9F40/6+NmbPnz+fb8z6+/ubx2xycnK+MXvhwoV8YzYgIMA8Zq/1d05Ojrm/z549m6+/r43Za/19bczGxMTcMGYvXrwI/DtmMzJM+xpiY2MJDAykdu3azJo1iytXrshrBPIaUVlfI6L2/4Iu5QpaDVRz1tCnoR1O9qaAOT7DSECcHlIvQuRBQkJCzGNWr9dX+deI//a3vEZY9jXiv3/nxaaEunjxogLUwYMH8z3+9ttvq9atW99w/GuvvaYwZY3L91Wjtrf5mA4dOqg5c+YopZQKDQ1VgNq1a5dSSqkPPvhAeXl5mY/t3bu3mj59ulJKqUuXLilAbdq0SSml1BdffKEcHR3Nxw4dOlQ98MADSimlUlJSFKDWrVunlFJq5cqVClC5ublKKaXuuusudddddymllMrNzVWAWrlypVJKqXXr1ilApaSkKKWUeuCBB9TQoUPN13F0dFRffPGFUkqpTZs2KUBdunRJKaXU9OnTVe/evc3Henl5qQ8++EAppdSuXbsUoEJDQ5VSSs2ZM0d16NDBfGz9+vXVa6+9ppRS6ujRowpQJ0+eVEopNX/+fNW8eXPzsa1atVLPPfecUkqp06dP5/sdvfXWW8rHx8d8bJcuXdTMmTOVUkpFREQoQG3fvl0ppdTHH3+sPDw8zMf269dPTZ06VSmlVHx8vALUhg0blFJKff3118rOzs587IgRI9S4ceOUUkqlp6crQK1evVoppdSqVasUoLKzs5VSSo0dO1bdcccd5ucCavny5UoppdavX68AlZiYqJRSatKkSWrQoEHmY11dXdWnn36qlFJqy5YtClDR0dFKKaUee+wx1b17d/OxtWrVUu+++65SSql9+/YpQAUHByullHrmmWeUr6+v+djGjRurl19+WSmllJ+fnwKUn5+fUkqpl19+WTVu3Nh8rK+vr3rmmWeUUkoFBwcrQO3bt08ppdS7776ratWqZT62e/fu6rHHHlNKKRUdHa0AtWXLFqWUUp9++qlydXU1Hzto0CA1fvx4tWnTJvPvZv369UoppZYvX67++zJ0xx13qLFjxyqllMrOzlaAWrVqlVJKqdWrVytApaenK6WUGjdunBoxYoT5uXZ2durrr79WSim1YcMGBaj4+HillFJTp05V/fr1Mx/r4eGhPv74Y6WUUtu3b1eAioiIUEopNXPmTNWlSxfzsT4+Puqtt95SSil18OBBBajTp08rpZR67rnnVKtWrczHNm/eXM2fP18ppdTJkycVoI4ePaqUMr1u1K9fXyUnJ6tNmzYpX19feY1Q8hpRaV8j2jVXj3V1UOo1T3Vmppvp7368i1KveapPRzkpVweUes1TqVO/qEGDBqlJkyYppZRKTEys8q8R10gcYZ3XiP+2uTgkYFZK5eTkKDs7O/Xbb7/le/ypp55SAwcOvOH47OxslZKSYv66FjD8N+A+c+aMioqKUkoplZWVpfz8/FRqaqpSSqm4uDgVEBBgPjY4OFhduHBBKaWUTqdTfn5+Kjk5WSllerH29/c3HxsSEqLOnz+vlFJKr9crPz8/dfXqVaWUUgkJCcrPz08ZjUallFJhYWEqLCxMKaWU0WhUfn5+KiEhQSml1NWrV5Wfn5/S6/VKKaXOnz+vQkJCzNfx9/c3v5AkJycrPz8/pdPplFJKXbhwwfziq5RSAQEBKi4uTimlVGpqqvLz81NZWVlKKaWioqLUmTNnzMeeOnXK/AeTnp6u/Pz8VGZmplJKqZiYGPOLjFKmwX3tDSEzM1P5+fmptLQ0pZTpBeHaH4hSSgUFBanIyEjz78fPz8/8BxEXF6dOnDiRr7+vvfBd6++kpCRzf197s7jW3+Hh4fn6+9obWmJiovLz81MGg0EppVR4eLj5D1wp05vPlStX8vX3tReh8+fPq3PnzpmPPXHihLp8+bJSyvQC5ufnp3JycpRSSkVGRqqzZ8+ajz158qSKjY1VSimVlpaWr7+jo6Pz9XdgYKC6ePGiUkqpjIwM5efnpzIyMpRSpg+KgYGB5mPPnDlj7u9rY/Zaf8fGxubr77Nnz5r7OycnJ19/X758OV9/nzt3Tm3cuFEB6siRI/nG7JUrV/L1d2hoqLm/DQbDTfv72pgNDw/PN2b9/PzMYzYpKSnfmI2IiMg3Zk+cOGEes9f6+1pQExkZqYKCgvL197Uxe62/r43Z6OjoG8ZsTEyMUurfMXvtzfvSpUvq1KlT5qDkl19+kdcIJa8RlfY1YvsqFTnXXanXPNXh6a4KUHumuSr1mqe6/Jy7OvG4mylgPr9XnTt3zjxmc3Nzq/xrxH/7W14jLPsasWfPnhIHzFIaO0+vXr3o1q0bX375pfkxX19f7r77bhYuXFjgc0tTalGIqiA3N5eEhARq1aqFg4ODrZtjU9IXokowGmBxe0iNJddgJCFTUctVg4Pdtf09GvCsB3MDQStVL0XZKE28Jmnl8sybN4+HHnqI7t2706dPH5YtW0ZUVBRPPPGErZsmRIXn4OBA3bqSkxykL0QVobWDUe/Duik42Gmp6/Hfubm8oHnUexIsiwpDNv3luf/++1m8eDFvvvkmnTt3Zu/evWzevJnGjRvbumlCVHiRkZE8+uij5k0pVZn0hagyfMfAhB+I1Nfi0Y1ZRCabNj/iWQ8m/GD6vhAVhMww/8fMmTOZOXOmrZshRKWTnZ3NmTNnzLueqzLpC1Gl+I4he1ILzmyeQPZtM6BDV2jcV2aWRYUja5gtQNYwCyGEEEKUb6WJ12RJhhBCCCGEEAWQgFkIYXUnT56kRo0a+RLtV1XSF6KqkTEvKgMJmIUQVufj48NLL72Ej4+PrZtic9IXoqqRMS8qA1nDbAGyhlkIIYQQonyTNcxCiHItLS2N3bt3k5aWZuum2Jz0hahqZMyLykACZiGE1YWGhjJkyBBCQ0Nt3RSbIA8NlAAADAxJREFUk74QVY2MeVEZSB5mIYTV+fr6EhoaSoMGDWzdFJuTvhBVjYx5URnIGmYLkDXMQgghhBDlm6xhFkKUa9HR0Tz11FNER0fbuik2J30hqhoZ86IykIBZCGF1sunnX9IXoqqRMS8qA1mSYQGyJEMIIYQQonyTJRlCCCGEEEJYiWTJsIBrk/Spqak2bokQ5dOZM2e47777WL9+Pe3atbN1c2xK+kJUNTLmRXlxLU4ryeIKWZJhAefPn6d58+a2boYQQgghhChEeHg4zZo1K9ZzZIbZAmrUqAFAVFQU1apVs3FrhCh/UlNTadiwIdHR0VV+nb/0hahqZMyL8iIlJYVGjRqZ47bikIDZArRa01LwatWqyYuBEAXw9PSUv5E80heiqpExL8qLa3FbsZ5jhXYIIYQQQghRaUjALIQQQgghRAEkYLYAJycnXnvtNZycnGzdFCHKJfkb+Zf0hahqZMyL8qI0Y1GyZAghhBBCCFEAmWEWQgghhBCiABIwCyGEEEIIUQAJmIUQQgghhCiABMxCCCGEEEIUQALmUpo2bRoajeaGr2nTptm6aULY3LRp07jnnnvyPfbrr7/i7OzMBx98YJtGlTGDwUDfvn2577778j2ekpJCw4YNeeWVV2zUMiGsS94fRXlys/ej4pBKfxYwatQoVq5cme8xFxcXG7VGiPJrxYoVzJo1iyVLlvDoo4/aujllws7Oju+//57OnTvz008/MWnSJADmzJlDjRo1WLBggY1bKIT1yPujqCwkYLYAJycnfHx8bN0MIcq1Dz74gAULFrB69eobZlsru5YtW7Jw4ULmzJnDkCFDOHbsGGvXruXo0aM4OjraunlCWI28P4rKQgJmIYTVzZ8/nyVLlrBp0yaGDRtm6+bYxJw5c/j999+ZMmUKgYGBLFiwgM6dO9u6WUIIIYpAAmYhhFX9/fffbNiwgR07dnDbbbfZujk2o9Fo+Oqrr2jbti0dOnRg/vz5tm6SEEKIIpJNf0IIq+rYsSNNmjRhwYIFpKWl2bo5NvXtt9/i6upKREQEMTExtm6OEEKIIpKAWQhhVfXr12fPnj3ExsYyatSoKhs0Hzp0iEWLFrFhwwb69OnD9OnTUUrZullCCCGKQAJmIYTVNWrUiD179hAfH8+IESNITU21dZPKVFZWFlOnTuXxxx9n2LBhrFixgmPHjrF06VJbN00IIUQRSMAshCgTDRo0YPfu3SQmJjJixAhSUlJs3aQyM3/+fIxGI++//z5g+gDx8ccf8/zzz3PhwgXbNk4IIaqIlJQUAgIC8n1FRUUV6bkSMAshysy15RnJyckMHz6c5ORkWzfJ6vbs2cOSJUv47rvvcHNzMz8+Y8YM+vbtK0szhBCijOzevZsuXbrk+ypqLnyNkldqIYQQQgghbklmmIUQQgghhCiABMxCCCGEEEIUQAJmIYQQQgghCiABsxBCCCGEEAWQgFkIIYQQQogCSMAshBBCCCFEASRgFkIIIYQQogASMAshhBBCCFEACZiFEKIMff3113h4eKDX682Ppaen4+DgwIABA/Idu2/fPjQaDSEhIWXdzDIzePBg5s6da+tmCCFEgSRgFkKIMjRkyBDS09M5fvy4+bF9+/bh4+PDsWPHyMzMND++e/du6tWrR6tWrWzR1ApFp9PZuglCiEpMAmYhhChDrVu3pl69euzevdv82O7du7n77rtp3rw5Bw8ezPf4kCFDAPjxxx/p3r07Hh4e+Pj4MHHiROLj4wEwGo00aNCAr7/+Ot+1/P390Wg0nD9/HoCUlBQee+wx6tSpg6enJ7fddhsnT568ZVv79OnD/Pnz8z125coVHBwc2LVrF2AKVF944QXq16+Pm5sbvXr1yvezARw4cIBBgwbh6uqKl5cXI0eOJCkpiWnTprFnzx4+/fRTNBoNGo2GCxcuALBnzx569uyJk5MTdevWZf78+flm5QcPHszs2bOZN28etWrVYvjw4UXofSGEKBkJmIUQoowNHjzYHHAC7Nq1i8GDBzNo0KB8geihQ4fMAbNOp+Ott97i5MmT/PHHH0RERDBt2jQAtFotDzzwAD/99FO+66xevZo+ffrQrFkzlFKMHj2auLg4Nm/ejJ+fH127dmXo0KFcvXr1pu2cNGkSa9asQSllfuznn3/G29ubQYMGAfDwww9z4MAB1q5dy6lTpxg/fjyjRo0iNDQUgICAAIYOHUq7du04dOgQ+/fv56677sJgMPDpp5/Sp08fZsyYQWxsLLGxsTRs2JCLFy9yxx130KNHD06ePMlXX33FN998w9tvv52vfd9//z329vYcOHCApUuXluI3IoQQhVBCCCHK1LJly5Sbm5vKzc1Vqampyt7eXl2+fFmtXbtW9e3bVyml1J49exSgwsPDb3qOo0ePKkClpaUppZTy9/dXGo1GXbhwQSmllMFgUPXr11dLlixRSim1Y8cO5enpqbKzs/Odp3nz5mrp0qU3vUZ8fLyyt7dXe/fuNT/Wp08f9fzzzyullAoLC1MajUZdvHgx3/OGDh2qXnrpJaWUUg8++KDq16/fLfti0KBB6umnn8732P/+9z/VunVrZTQazY8tWbJEubu7K4PBYH5e586db3leIYSwJJlhFkKIMjZkyBAyMjI4duwY+/bto1WrVtSpU4dBgwZx7NgxMjIy2L17N40aNaJZs2YAnDhxgrvvvpvGjRvj4eHB4MGDAYiKigKgS5cutGnThjVr1gCmJQ3x8fFMmDABAD8/P9LT06lZsybu7u7mr4iICMLDw2/aztq1azN8+HDzzHVERASHDh1i0qRJgGnJh1KKVq1a5Tvnnj17zOe8NsNcHGfPnqVPnz5oNBrzY/369SM9PZ2YmBjzY927dy/WeYUQoqTsbd0AIYSoalq0aEGDBg3YtWsXSUlJ5uUNPj4+NG3alAMHDrBr1y5uu+02ADIyMhgxYgQjRozgxx9/pHbt2kRFRTFy5Mh8m90mTZrE6tWrmT9/PqtXr2bkyJHUqlULMK1zrlu37g3riwGqV69+y7ZOmjSJp59+ms8//5zVq1fTrl07OnXqZD6nnZ0dfn5+2NnZ5Xueu7s7AC4uLsXuH6VUvmD52mNAvsfd3NyKfW4hhCgJmWEWQggbGDJkCLt372b37t3m2WKAQYMGsXXrVg4fPmxevxwcHExCQgLvvfceAwYMoE2bNuYNf/81ceJEAgMD8fPz49dffzXPBAN07dqVuLg47O3tadGiRb6va0H1zdxzzz1kZ2ezZcsWVq9ezeTJk83f69KlCwaDgfj4+BvO6ePjA0DHjh3ZsWPHLc/v6OiIwWDI95ivry8HDx7Mt3b64MGDeHh4UL9+/VueSwghrEUCZiGEsIEhQ4awf/9+AgICzDPMYAqYly9fTnZ2tjlgbtSoEY6Ojnz++eecP3+ejRs38tZbb91wzqZNm9K3b1+mT5+OXq/n7rvvNn9v2LBh9OnTh3vuuYetW7dy4cIFDh48yCuvvJIvxd313NzcuPvuu3n11Vc5e/YsEydONH+vVatWTJo0iSlTpvDbb78RERHBsWPHeP/999m8eTMAL730EseOHWPmzJmcOnWK4OBgvvrqKxISEgBo0qQJR44c4cKFCyQkJGA0Gpk5cybR0dHMmTOH4OBgNmzYwGuvvca8efPQauVtSwhhA7ZdQi2EEFVTRESEAlSbNm3yPR4dHa0A1bx583yPr169WjVp0kQ5OTmpPn36qI0bNypAnThxIt9xS5YsUYCaMmXKDddMTU1Vc+bMUfXq1VMODg6qYcOGatKkSSoqKqrAtv71118KUAMHDrzhezqdTi1YsEA1adJEOTg4KB8fHzV27Fh16tQp8zG7d+9Wffv2VU5OTqp69epq5MiRKikpSSml1Llz51Tv3r2Vi4uLAlRERIT5OT169FCOjo7Kx8dHvfjiiyo3N9d8zpttFhRCCGvRKPWfe15CCCGEEEKIfOTelhBCCCGEEAWQgFkIIYQQQogCSMAshBBCCCFEASRgFkIIIYQQogASMAshhBBCCFEACZiFEEIIIYQogATMQgghhBBCFEACZiGEEEIIIQogAbMQQgghhBAFkIBZCCGEEEKIAkjALIQQQgghRAEkYBZCCCGEEKIA/wcvRT5JxgJe1AAAAABJRU5ErkJggg==", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -629,7 +560,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "7965d8c8", "metadata": {}, "outputs": [], @@ -639,20 +570,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "20ad32a4", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -669,20 +598,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "bcbbf95e", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -696,7 +623,7 @@ "resp = sqrt(2)*exp(-0.5*((dos[0]-x0)/sigma)**2)/(sigma*sqrt(pi))\n", "\n", "plot(dos[0], dos[1], label='Total DOS')\n", - "plot(dos[0], convolve(dos[1], resp, 'same'), label=f'$\\sigma={sigma:.1f}$ cm$^{{-1}}$')\n", + "plot(dos[0], convolve(dos[1], resp, 'same'), label=f'$\\\\sigma={sigma:.1f}$ cm$^{{-1}}$')\n", "\n", "xlabel('Energy (cm$^{-1}$)')\n", "ylabel('Phonon DOS (a.u.)')\n", @@ -708,7 +635,7 @@ { "cell_type": "code", "execution_count": null, - "id": "219882aa", + "id": "6a4a4105-592f-4f01-9f03-5ed19b9352d7", "metadata": {}, "outputs": [], "source": [] @@ -719,6 +646,18 @@ "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" } }, "nbformat": 4,