diff --git a/dev/CAMELS-loss-several_steps-TimeDependent.ipynb b/dev/CAMELS-loss-several_steps-TimeDependent.ipynb deleted file mode 100644 index a7889c8..0000000 --- a/dev/CAMELS-loss-several_steps-TimeDependent.ipynb +++ /dev/null @@ -1,1140 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Populating the interactive namespace from numpy and matplotlib\n" - ] - } - ], - "source": [ - "%pylab inline\n", - "import camels_library as cl\n", - "import readgadget\n", - "from tqdm import tqdm" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "init_cond = '/data/CAMELS/Sims/IllustrisTNG_DM/CV_0/ICs/ics'\n", - "\n", - "header = readgadget.header(init_cond)\n", - "BoxSize = header.boxsize/1e3 #Mpc/h\n", - "Nall = header.nall #Total number of particles\n", - "Masses = header.massarr*1e10 #Masses of the particles in Msun/h\n", - "Omega_m = header.omega_m #value of Omega_m\n", - "Omega_l = header.omega_l #value of Omega_l\n", - "h = header.hubble #value of h\n", - "redshift = header.redshift #redshift of the snapshot\n", - "Hubble = 100.0*np.sqrt(Omega_m*(1.0+redshift)**3+Omega_l)#Value of H(z) in km/s/(Mpc/h)\n", - "\n", - "ptype = [1] #dark matter is particle type 1\n", - "ids_i = np.argsort(readgadget.read_block(init_cond, \"ID \", ptype)-1) #IDs starting from 0\n", - "pos_i = readgadget.read_block(init_cond, \"POS \", ptype)[ids_i]/1e3 #positions in Mpc/h\n", - "vel_i = readgadget.read_block(init_cond, \"VEL \", ptype)[ids_i] #peculiar velocities in km/s\n", - "\n", - "# Reordering data for simple reshaping\n", - "pos_i = pos_i.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - "vel_i = vel_i.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - "pos_i = (pos_i/BoxSize*64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])\n", - "vel_i = (vel_i / 100 * (1./(1+redshift)) / BoxSize*64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])\n", - "a_i = 1./(1+redshift)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 34/34 [01:54<00:00, 3.36s/it]\n" - ] - } - ], - "source": [ - "scales = []\n", - "poss = []\n", - "vels = []\n", - "\n", - "# Loading all the intermediate snapshots\n", - "for i in tqdm(range(34)):\n", - " snapshot='/data/CAMELS/Sims/IllustrisTNG_DM/CV_0/snap_%03d.hdf5'%i\n", - " \n", - " header = readgadget.header(snapshot)\n", - " \n", - " redshift = header.redshift #redshift of the snapshot\n", - " h = header.hubble #value of h\n", - " \n", - " ptype = [1] #dark matter is particle type 1\n", - " ids = np.argsort(readgadget.read_block(snapshot, \"ID \", ptype)-1) #IDs starting from 0\n", - " pos = readgadget.read_block(snapshot, \"POS \", ptype)[ids]/1e3 #positions in Mpc/h\n", - " vel = readgadget.read_block(snapshot, \"VEL \", ptype)[ids] #peculiar velocities in km/s\n", - "\n", - " # Reordering data for simple reshaping\n", - " pos = pos.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - " vel = vel.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - " \n", - " pos = (pos / BoxSize * 64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])\n", - " vel = (vel / 100 * (1./(1+redshift)) / BoxSize*64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])\n", - " \n", - " scales.append((1./(1+redshift)))\n", - " poss.append(pos)\n", - " vels.append(vel)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot(scales)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "import jax\n", - "import jax.numpy as jnp\n", - "import jax_cosmo as jc\n", - "import haiku as hk\n", - "\n", - "from jax.experimental.ode import odeint\n", - "\n", - "from jaxpm.painting import cic_paint, cic_read\n", - "from jaxpm.pm import linear_field, lpt, make_ode_fn, pm_forces\n", - "from jaxpm.kernels import fftk, gradient_kernel, laplace_kernel, longrange_kernel" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "mesh_shape= [64,64, 64]\n", - "box_size = [25.,25.,25.]\n", - "cosmo = jc.Planck15(Omega_c= 0.3 - 0.049, Omega_b=0.049, n_s=0.9624, h=0.671 , sigma8=0.8)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0), cmap='gist_stern', vmin=0)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Defining the force correction kernel" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "def deBoorVectorized(x, t, c, p):\n", - " \"\"\"\n", - " Evaluates S(x).\n", - "\n", - " Args\n", - " ----\n", - " x: position\n", - " t: array of knot positions, needs to be padded as described above\n", - " c: array of control points\n", - " p: degree of B-spline\n", - " \"\"\"\n", - " k = jnp.digitize(x, t) -1\n", - " \n", - " d = [c[j + k - p] for j in range(0, p+1)]\n", - " for r in range(1, p+1):\n", - " for j in range(p, r-1, -1):\n", - " alpha = (x - t[j+k-p]) / (t[j+1+k-r] - t[j+k-p])\n", - " d[j] = (1.0 - alpha) * d[j-1] + alpha * d[j]\n", - " return d[p]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "class FreeFormFilter(hk.Module):\n", - " \"\"\"This is a NN that predicts the score.\"\"\"\n", - " def __call__(self, x, a):\n", - " \n", - " net = jax.nn.leaky_relu(hk.Linear(128)(a))\n", - " net = jax.nn.leaky_relu(hk.Linear(128)(net))\n", - " \n", - " w = hk.Linear(32)(net) # hk.get_parameter(\"w\", [32], init=jnp.ones)\n", - " k = hk.Linear(31)(net) # hk.get_parameter(\"k\", [31], init=jnp.ones)\n", - " \n", - " # make sure the knots sum to 1 and are in the interval 0,1\n", - " k = jnp.concatenate([jnp.zeros((1,)),\n", - " jnp.cumsum(jax.nn.softmax(k))])\n", - "\n", - " # Augment with repeating points\n", - " ak = jnp.concatenate([jnp.zeros((3,)), k, jnp.ones((3,))])\n", - "\n", - " return deBoorVectorized(x, ak, w, 3)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "model = hk.without_apply_rng(hk.transform(lambda x,a : FreeFormFilter()(x,a)))\n", - "rng_seq = hk.PRNGSequence(12)\n", - "params = model.init(next(rng_seq), jnp.zeros([64]), jnp.ones([1]))\n", - "paramsi = model.init(next(rng_seq), jnp.zeros([64]), jnp.ones([1]))" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot(jnp.linspace(0.01,0.99), model.apply(params, jnp.linspace(0.01,0.99), jnp.ones([1])))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "def neural_nbody_ode(state, a, cosmo, params):\n", - " \"\"\"\n", - " state is a tuple (position, velocities)\n", - " \"\"\"\n", - " pos, vel = state\n", - " \n", - " kvec = fftk(mesh_shape)\n", - "\n", - " delta = cic_paint(jnp.zeros(mesh_shape), pos)\n", - " \n", - " delta_k = jnp.fft.rfftn(delta)\n", - " \n", - " # Computes gravitational potential\n", - " pot_k = delta_k * laplace_kernel(kvec) * longrange_kernel(kvec, r_split=0)\n", - " \n", - " # Apply a correction filter\n", - " kk = sum((ki/pi)**2 for ki in kvec)/4.\n", - " pot_k = pot_k *(1. + model.apply(params, kk, jnp.atleast_1d(a)))\n", - " \n", - " # Computes gravitational forces\n", - " forces = jnp.stack([cic_read(jnp.fft.irfftn(gradient_kernel(kvec, i)*pot_k), pos) \n", - " for i in range(3)],axis=-1)\n", - " \n", - " forces = forces * 1.5 * cosmo.Omega_m\n", - "\n", - " # Computes the update of position (drift)\n", - " dpos = 1. / (a**3 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * vel\n", - " \n", - " # Computes the update of velocity (kick)\n", - " dvel = 1. / (a**2 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * forces\n", - " \n", - " return dpos, dvel" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":17: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.\n", - " kk = sum((ki/pi)**2 for ki in kvec)/4.\n" - ] - } - ], - "source": [ - "# Run the simulation at the same steps\n", - "resi = odeint(neural_nbody_ode, [pos_i, vel_i], jnp.array([a_i]+scales), cosmo, paramsi, rtol=1e-5, atol=1e-5)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), resi[0][1:][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[15,5])\n", - "subplot(131)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), resi[0][0]).sum(axis=0))\n", - "subplot(132)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), resi[0][1]).sum(axis=0)); colorbar()\n", - "subplot(133)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), poss[0]).sum(axis=0)); colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "ref_pos = jnp.stack(poss, axis=0)\n", - "ref_vel = jnp.stack(vels, axis=0)\n", - "\n", - "@jax.jit\n", - "def loss_fn(params):\n", - " res = odeint(neural_nbody_ode, [pos_i, vel_i], jnp.array([a_i]+scales), cosmo, params, rtol=1e-5, atol=1e-5) \n", - " distance = jnp.sum((res[0][1:] - ref_pos)**2, axis=-1)\n", - " vel = jnp.sum((res[1][1:] - ref_vel)**2, axis=-1)\n", - " w = jnp.where(distance < 100, distance, 0.)\n", - " wv = jnp.where(distance < 100, vel, 0.)\n", - " return jnp.mean(w) #+ 0.001*jnp.mean(wv)\n", - "\n", - "@jax.jit\n", - "def update(params, opt_state):\n", - " \"\"\"Single SGD update step.\"\"\"\n", - " loss, grads = jax.value_and_grad(loss_fn)(params)\n", - " updates, new_opt_state = optimizer.update(grads, opt_state)\n", - " new_params = optax.apply_updates(params, updates)\n", - " return loss, new_params, new_opt_state" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "losses = []" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "import optax\n", - "from tqdm import tqdm\n", - "learning_rate=0.01\n", - "optimizer = optax.adam(learning_rate)\n", - "opt_state = optimizer.init(params)" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 23%|██▎ | 23/100 [03:31<11:48, 9.20s/it]\n" - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mstep\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtqdm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m100\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0ml\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mopt_state\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mopt_state\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mlosses\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ml\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/haiku/_src/data_structures.py\u001b[0m in \u001b[0;36m\u001b[0;34m(treedef, leaves)\u001b[0m\n\u001b[1;32m 260\u001b[0m \u001b[0mFlatMapping\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[0;32mlambda\u001b[0m \u001b[0ms\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_leaves\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0ms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_structure\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;31m# pylint: disable=protected-access\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 262\u001b[0;31m lambda treedef, leaves: FlatMapping(FlatComponents(leaves, treedef)))\n\u001b[0m\u001b[1;32m 263\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 264\u001b[0m \u001b[0;31m# _ _ _\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mKeyboardInterrupt\u001b[0m: " - ] - } - ], - "source": [ - "for step in tqdm(range(100)):\n", - " l, params, opt_state = update(params, opt_state)\n", - " losses.append(l)" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot(losses[10:])" - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [], - "source": [ - "import pickle\n", - "pickle.dump( params, open( \"node.params\", \"wb\" ) )" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "metadata": {}, - "outputs": [], - "source": [ - "res = odeint(neural_nbody_ode, [pos_i, vel_i], jnp.array([a_i]+scales), cosmo, params, rtol=1e-5, atol=1e-5) " - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[15,5])\n", - "subplot(131)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), res[0][0]).sum(axis=0))\n", - "subplot(132)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), res[0][1]).sum(axis=0));colorbar()\n", - "subplot(133)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), ref_pos[0]).sum(axis=0));colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 74, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for i, a in enumerate(scales): \n", - " semilogx(jnp.linspace(0.00,0.99,100), model.apply(params, jnp.linspace(0.0,0.99,100), jnp.atleast_1d(a)))\n", - "axvline(3./4.)" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": {}, - "outputs": [], - "source": [ - "import tensorflow as tf\n", - "import flowpm" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [], - "source": [ - "k, pk_ref = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), poss[0]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "_, pki = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), resi[0][1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "_, pk = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), res[0][1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loglog(k,pk_ref[0])\n", - "loglog(k,pki[0])\n", - "loglog(k,pk[0],'--')" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [], - "source": [ - "resi = odeint(neural_nbody_ode, [pos_i, vel_i], jnp.array([a_i]+scales), cosmo, paramsi, rtol=1e-5, atol=1e-5) " - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[15,5])\n", - "subplot(131)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), resi[0][-1]).sum(axis=0));colorbar()\n", - "subplot(132)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), res[0][-1]).sum(axis=0));colorbar()\n", - "subplot(133)\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), poss[-1]).sum(axis=0));colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [], - "source": [ - "k, pk_ref = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), poss[-1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "_, pki = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), resi[0][-1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "_, pk = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), res[0][-1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0), cmap='gist_stern',vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), resi[0][1:][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), res[0][1:][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Validation parameter for omega_m 0.3\n" - ] - } - ], - "source": [ - "# So let's see what happens on a different simulation\n", - "val_snap = '/data/CAMELS/Sims/IllustrisTNG_DM/1P_20/'\n", - "init_cond_val = val_snap+'ICs/ics'\n", - "\n", - "header = readgadget.header(init_cond_val)\n", - "Omega_m_val = header.omega_m #value of Omega_m\n", - "Omega_l_val = header.omega_l #value of Omega_l\n", - "h_val = header.hubble #value of h \n", - "print('Validation parameter for omega_m', Omega_m_val)\n", - "\n", - "# For 1P_20, sigma8 = 0.96000\n", - "cosmo_val = jc.Planck15(Omega_c= Omega_m_val - 0.049, Omega_b=0.049, n_s=0.9624, h=0.671 , sigma8=0.96)\n", - "\n", - "redshift = header.redshift #redshift of the snapshot\n", - "\n", - "ptype = [1] #dark matter is particle type 1\n", - "ids_val_i = np.argsort(readgadget.read_block(init_cond_val, \"ID \", ptype)-1) #IDs starting from 0\n", - "pos_val_i = readgadget.read_block(init_cond_val, \"POS \", ptype)[ids_i]/1e3 #positions in Mpc/h\n", - "vel_val_i = readgadget.read_block(init_cond_val, \"VEL \", ptype)[ids_i] #peculiar velocities in km/s\n", - "\n", - "# Reordering data for simple reshaping\n", - "pos_val_i = pos_val_i.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - "vel_val_i = vel_val_i.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - "pos_val_i = (pos_val_i/BoxSize*64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])\n", - "vel_val_i = (vel_val_i / 100 * (1./(1+redshift)) / BoxSize*64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 34/34 [02:29<00:00, 4.39s/it]\n" - ] - } - ], - "source": [ - "poss_val = []\n", - "vels_val = []\n", - "\n", - "# Loading all the intermediate snapshots\n", - "for i in tqdm(range(34)):\n", - " snapshot= val_snap+ 'snap_%03d.hdf5'%i\n", - " \n", - " header = readgadget.header(snapshot)\n", - " \n", - " redshift = header.redshift #redshift of the snapshot\n", - " \n", - " ptype = [1] #dark matter is particle type 1\n", - " ids = np.argsort(readgadget.read_block(snapshot, \"ID \", ptype)-1) #IDs starting from 0\n", - " pos = readgadget.read_block(snapshot, \"POS \", ptype)[ids]/1e3 #positions in Mpc/h\n", - " vel = readgadget.read_block(snapshot, \"VEL \", ptype)[ids] #peculiar velocities in km/s\n", - "\n", - " # Reordering data for simple reshaping\n", - " pos = pos.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - " vel = vel.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - " \n", - " pos = (pos / BoxSize * 64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])\n", - " vel = (vel / 100 * (1./(1+redshift)) / BoxSize*64).reshape([256,256,256,3])[::4,::4,::4,:].reshape([-1,3])\n", - " \n", - " poss_val.append(pos)\n", - " vels_val.append(vel)" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), poss_val[::2][i]).sum(axis=0), cmap='gist_stern',vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":17: DeprecationWarning: Calling np.sum(generator) is deprecated, and in the future will give a different result. Use np.sum(np.fromiter(generator)) or the python sum builtin instead.\n", - " kk = sum((ki/pi)**2 for ki in kvec)/4.\n" - ] - } - ], - "source": [ - "resi_val = odeint(neural_nbody_ode, [pos_val_i, vel_val_i], jnp.array([a_i]+scales), cosmo_val, paramsi, rtol=1e-5, atol=1e-5) " - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), resi_val[0][1:][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss_val[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "metadata": {}, - "outputs": [], - "source": [ - "res_val = odeint(neural_nbody_ode, [pos_val_i, vel_val_i], jnp.array([a_i]+scales), cosmo_val, params, rtol=1e-5, atol=1e-5) " - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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Qdng7yQxFWvH+aPKmCYYYJ7kyb4EleCjtappa5PkNuKAH1PNBXCdRz4m9tlvVAovFPvb3X0aWHfK9SXTNx6OXSBpELTp7YBcQI1W2XrhAe9LlCQceM2uR3WcJj/eb+iFfTzkxl34A1DWfl1xRRn6IpC6x6ZkVJQE02g+DgCo/vpp+hwzTj/MuCrTCihOGY2bDNlqBy77S9anEe+XNJmy5uncnVPdvDBQcNsc9vuzfwg+xQDMpjuwCcT6/D6UqXE82MapyJLrm8AZ99q4N1VBYdVTlHJaRYzyy18qd6Ki/7nnQ9aGJjhcrQYRU18cmRZeRpLASAGYoaDsJApZdI1dX86O0H2cc+Vq37jHQhIUAoyf6eF3glg3LndTc++qCaLrGB+Lv+854kkDa3edbtWWsKQB+x9zurHCoWb775PmOwy6Hpd3x457HsuNIEE99kuE1AkuS9ZTXZE28XyUABxqpz7JrsgyEn9TekYZJa/07AH7nR/uU15rIjU6oZpBS1znqusDXLSv0J7urzH4QYDLZn8Q0FagqE6J7ocoxgsYNO4l+zDcvBHrJPW0ZqqrKEYY9K9Ju+tIAhooBE+AhiuzgF2yUBExa1yjLFGk6Zp2P0Tk1AIT26+4jz6escwIMc0SMGZ1fURxBqQph2G2FzQxgIpYuEmJw+r9hReQ5AgY0QfxOjdg1KbJv3++GdWuHF3/8l5TZ79sfR4E24QBqZuXc3GMOIwiRYVKXKEOf9Ty02uXtvQAj2tYyTDw5WlZHrp4jVbde2AQ0SHuR+iFGVc6aHhmeKOGhDPwG4FmgvF3McGv2Bu7e/Rbfq0jVSOqyTW3DwySMMAk72IkHGIddPFLlKMsFtoq56b89dzlJjkRY2mU9YK/fxOuwloQAHW2fepbNshOqXIAkukZJE121QKRVa6JLg4iBCPWPj38MnP947Ud9F4VaGy2WGOOTIMaU2MAlL1s676kANS5wcicEd9JwmQL5YqdrtCykIJs7Wcm/b1YZLmWH+PbR66iqDM8NzmOzyrBZZbiSjvmcS3gYR4nRncRDw3ba0Kw74YUWiMm+juqipQ+U50dgibR39HeaFCXokdfN3T/9jc5TAtpQq2PX+t1oP+o4CgSLSi31Q9YpUf8uAoCznTtuTgLeBAr27ZfbLjrXwd2Pe43WBECVfaYFgryukyDGTjzAze4qj4mtMuXFBn228nyMgw5KP2gBb3dh4Gr78rrAmniXuMCbGPqpGDsSMJVeO/woPw80zy6xa8SsLXsHvp32nou+jzfNgmYSqkZ2pUOgSWtlwQ1QlikLn6Ooj37/DDwvQFUtmIExoaYSW3aFPQlilEq3MtQiVeObaG7YE0EEQDMAM1qfymartQftMh2VmdQCm7WnUJYLzGZ3GWyRqDoMu6jrgsXlJLLu9TYQRT0WURfFjPfb7F/2w2OxemTDHsSgERNHIm3PC/g6ZtkhhwQBA9QkM0dMFh1T6pIa0NhosCQLR6zfyRHfd79pEV4jsEOhKWrEDJWqYWkmaFbStzoruJKOeXLniaIueSXNLzN4gNfoPyQQkQ+0XCWP5KrYsk8kaJR9L+FhN0oaKlrXuLXY589uWv3Qze4qbmHUeolR/xJV4V+n97FVprjkgCICOPQ7ndc47OJGd43Pg/q9G/YaUGkZvEhV2CrmvF3qmTBoecI959W2qg07ZwEnT4COcF2ez2m3ZYxSpBXrJtyVtNyO2UetsCIAjmT05Pbuz+5E8mYslWQMln1engcJhv2D2+hrhYfEyvpmdxU7Vu8WadVmcez9Jf0RfYZBsTPZkzj5xe6q0azUOTOw46DDbG5pMzPlvhk8C8C07NzdSd9louR1oD69u/Dp7bdlE74ExZIZOtAKgyXjSn52WRhtfck1Wgag3uxZWhNjSR5XsmP0/60yxV/Ze8mE4m1ojRgnCvMnqsJ5q4vcBBBW7ZC0vD7LgHEniDG2YnGXlSJmibKO6R0mExEAYI2AlBgfbwYY5fm7zyEdR53wfjtlwKQ5I03rgMNbBCqIgSHdEGWkEbMUx0P0euuo6wKLxZ4FFGafSd1MehRegAit0Muf6Okvlyk+7VEGWsTMThh2UFV5SwhO4T1qBGQorAYYRmchJrs4HjAYJO2SUqU9Xgfd7ggAkOdTlGWKskwRBLEFZ212x7BIYKYtSTY4lEn963SGCMMug7uyXHAmomS75LU1/W6sE6TIW4IpEq9fUyWe8RohOmmu3inD9OM0mtTHYZcBEz1wpR8AVrQqH4axFcR+oreOly3goZc4TeT0wLYmUvHSly9r+huBExaRoxEyt8Cdo9tJgwgp2iEryvyIVI3duG8y0Lrt1SqxP/TCurzYb87dPujMVtjfZdhwEsS42V1l1omOR8Jz+bJhEa8qGSTQvk9kQIhBUjVgr0sCEcq0uhjq165lOk6zUer0wjkuMRfLQg/UZMajO3G74VP3WrnU/7IQCv1NgpRlwELuZyH0MKO6wOcnr3IfKYtxx2bWUf+IBSB9nOw77YvG9kaVHZtU9sIubsVDMw7zhjWchB1Mws4xjQ49Z5XYtwsC32qik9fanezGYffEie69bjSZnwR6Xrb3ct3zsa8VT/LufZWfp+y6fa3wuBiny4CTbO6+6PqfBJbcz9LXRpXhlyc7mFqQBICZw9IPsF3MMKpynC/T1vMin4lyyb2WxycQthd2kVr2ivrb0n+Kz22otj5QMt4ngaO1E67ZsnGU+uGJod2fAMPUhHbCsIs4HiCOhyjLOYMGAk7EEJEuiFLcAY+ZHJMFV2EEzZNSk55ogIeZQK2gl3QqFhAYlihmoXUY9lhHJENZMmRHTE+3uwoAKIoZn5MUT9d1aT2aQsRxXwjYSxTFjJknStk312KAqlowiJLhQbI4MMeJ4HlGj0PA0/dD66cDLBb7ws6g4NBdIIBAY0tQc1iU/m6+N+J7ALjqNxM+3ccmjHc6zYfmCZge3N0owW6UcBp+pOpWqEc+EJejHgaD840w22o+KPQAOC8Ue/7E1kTaZOnQhBNpxRPRJEp4NcZMp2AjGMCJvlHK71aZIvUCZngoLJYGkQmhAribTTBSJXbigWEIijlGqsSl7JD7TZMjTYYjVbYy01AbDclWteDjE/MjtVHPeD5ulylGdWHCenYfEz/CxI4DEhDLF2Tqh4g8HxNilqzwHATOnBBctCSkcRrNt8ctraB6aieCcdg1ISzrX7QM3OzGfd72UnaI8/Y6yTCEBNXuBEZNgnPyvJHWDHIbd9KR+yo9n60siPmkMJu01hhVOTbRMIoEpi8WRyzmpjaJEuyGPcO+2hALic9lI7BF9hHwGusMWtQAQAS00tYpA4tCeHR8OWnJSVBqtFwWR17PZd5q73WjflF/iX2jxdimH+JxNGzQutfW5pSez6FSep5I87RnP/O4PZbcB4foVIV1rZDY9w3tV45Fl6U8aRzR+4jeX2TzUHpGIrBZZTyGADSJKOJ96AJuyvaViwr3maAQnxtua4W8Ldvv6t8IzMkFssuY0X5leF2OI6mDirRiTya3/cQAUyNGDhFFPRZ6S4bF99ECTTTx0z5k5ha9AErPTExSgEuNL6addKnJTLAgiFDXjcZIMk3S8sD3I07nNsDNgAvK+KNtgahljyC9nIw+acbAj8BiVeUMdCizDQCeVY0QPAj8Y4DOACczmRHQIpAnAVPbdqFs2Q40AvC6Zcdw1Q9bLFtdG4H9JxWZeJ5O8wAWcUdCg0QTnRsqclkmwOOwKNCMCXfCkCG4ZQwAf9aOoxKeCbmFPtJqYV5+FoTIUNyoLlr++vSwk7eRpL2JzaMmBeD0O2WYpH6IiR8hEuEO1qNYTR/vxzKtNKFGqmZLAMDca4hspkTXLS8UORHKfRKjJF9uxOzSNZIiemoEgE+70cub9TFhB7tx34A43aTB07aADeNZsLTTGbZCmm5IwaX9XbDh/p0WfDSuVpzVOX2X/k90rVvjyO5HsgGl52NTZY3oXwAL8nGSwAwA65rkuJOhp9Lz2X6g9HyUgSM6FuFz1HXrOay8ht3j6yKeQfrfRIiI5TVz7x9gxuBJE9171egpkBM0sW+SrSOGY1+MI9p2YcENXQfSK+2J99H+CT/LbbaXAGs6Fn1fBrxbQFm8P+h8aIzRs0zPukwMkYDJBfgSvLnHk2yq7Oey58W8O47vR4YRXQG+u89l44iuNzF3kVYtk0/ZThUwaa1bgmZjgGgYEeMZ1GU9E2lolEpRFHNMrZHU6upj1tgxE0aQ4MmqhIfLUQ9G82PCa3yzrBfIJIjxlE2ZJ4BBmWgUvgKMTxGBokbgrdDrrSOOBzh79il4no+jozvM5hAwMbqmksEUhbYonEWAiFgeAPy3LJuw+F0J8TIxWUZ31QCgIIhZ/0XsF7Fk1BdyBW8Lx4lRao7l+wFv8/Nw/ZbA271Q5djUNb4CwHdWzu9l86wbcwIgpetmw0SpH/KkJ40eR1WO1A+xXczwxd46/p2waywsLDtFq28ZkuOXizBSowduEsRNCER4CVGIjMEDzLi81R21HtBEVRxuOz98CEEQ47AuUFU5xtbrKNIKL9j+b9oJbbuYc3p4BG2M1qq8BV62ijlrjqSId4IGIAImKy+1/6eJjY5zAx6estmEAPg8E+v9U9pJGABS+2KhUHdiKfXdsGf+b0Ny8hrCB7/4gAYsnmZzCXd6L+zEg2PeMfQzr2r9ADudIerVx3DN83E5O+D9SBaFPie/t5hKry0+JTAzCTsmtFstWhPwrc4Kb0f3KvUCM+bDHiZhB9f6Z3mCI6BLobCLxRG2ivlS3yTZR6ABUZI9WzbRSeE8H7du2MTSDxpG0m63QkyVH7auC01qo7pAYtPMx2G3JS6nYy+bLCOtWq7op9VcsDQJYuxGCVYsO0ttzQKnA3vt9mwI/GZ3FZdsCn6kFUZaYd15p9JkLsNxrn5JMnE0nuW1cjPeIm2SBIgZTv2QExpejQeY+BGu98+YRVl+ZJhGVWLDMmet+2UBE9BeWNI4pe8zVeEAwJrt84FWGCz5LIMmbTRLFS3CRCOQ1XpfO88TjU9i+5eNozWgFbIz42h5O3WGidgO0shQyMed/MsybQmQG6+jggGAEVzX+GTYRe01Ymma8A2ocDITLAs18gLhseTBlBGp+JjNsT3eL/XTuGp3EUUxfD9DHA9ONNiU5yv/RuyP3G8jeq+FSaS5PiRav1LlzLQ1gNHjfRvQQwxeINitttGnFJU3VgJalIJphoyrd9K65pdx4gU4wOk1D6SNab84n/F87Fnmg/VEvmqZ3xFFTveZARGltNZlixIG0GJEZKYch9rEgyyBOTXKjIPnH/tc6odYtwDX6M9SpHXOIUWpKxnVBWfwUcp+oioDoPyGVWUdisNG0TlR/2Rf0yBCqsDeVSNV4oUKGDn9BSzogebrSudEx3CbmRjboTiZJQeY455k6vleNne1654r/e3Y5+zCKw67uG8F8HIlvWx17zJJy64Vs99OvypiI7zAXCvrZ0T3nPVwfsg+WImuEdWaJQgMnnUN1Ob6J6pigTufv9dksNFk6IIl2d+eqhC1zjdgf7PIVyitjYA8Bj9DJ7AAdPw3uw8n9ee0FUyeYLQke+be/5Na6gXYifotr0DguE6JJvSDJedN7cBO/u6Ylt8JmIZL2Cf6Tmw1ufeXns9ylp5gruW9OvYcee3sx0RV2BGJEC5AWQZ+XCZJZpEue64I+JXOviPd1qS614a2kz97Py0hOdfXiFpToiNgPZMJPcX8OaVM+r7vhxgOtxh0UVo+MUMktKYyIE/WBb5JFKPVhTzWGfIxjbeQZhFzXZeo6xwGqC24n0HQQRh2EMd9BEGMPE8hDSxJByWBkPwZAJtQGjYqQLe7Bir1QmE8KSoHgKhccBhK+zXyfMpgT6mSxd6NA3nEfyPLA5ONV3KGIjFQjaGlAV/PeD7bFRArdt0yC3IC37IsSukHmJziqo5WkBM/4lV/oipc08bAbacz5HDDZmZYls06R2nLpYzDLqbT15DnU16Boa558hmLEEakjU6IJjGauIhdmoQdE/awAlfadhJ2GIDRykr6HJHOaBLEeFi3fb8+FiUchqV0cKDJTktUhUvZYcuMcCce8P5pxciUOFHp9sWR+sZWQTINZFQJgCfYNIhwq7NiVstxn1eZxHhJnUrqhxzmlnopAmQuCIh0oxcD0JpwT6uR4aD7RaG41AuMfsMBDImqcDk7wCTs4CXha0SNJxy7ouX9OqEAeb4c5rTbb9uMWTKD7KkKjxazpUwQj1s7ntgWw+pNLmYTXtwATRZdoirONqK+Tp1JRbqISyaHj+v5rYk+9UMkfgjU+bEJmrQsoyrHeTTJBJJBozEoQ1l0zpK1k+PIDc/JcXVabdk9jXRTwkWCBmI0qEYapexvl/PW5wlQDAhsatX6uwRO657PZVeWhaVko/fRspb6IesxCbxvl3Ns50d4SiQ00T11rQNcFmfZwoD6Kc+T9kWfoXNwE0FSP+R3sLzOUj/mgqmZqrAm9i/HC32nkJxs85+GkJzneYLxaDKxjH6nY2u5DREEERaLffv/ksNhJKAOghhxPGiFiggA0M/SiNHzApSepU2DCFf9iAFbw6548H0qoqtbom/qqyylIhmlxp8oApUVWeaQLbenfhldUAMejR+T1zp2GkTsSC377PvNNaT9FsXc1pQzYUnSRdHnjAFmIHRNZp/PeD6e18roknTbyFI26W8E2IyCH3dA/BjNPRYzKnXJ1Cu9pNIg4glQ9n1hz51Ep/IhnYhwU6Io465uM0Se31rlL2s0kQH24fTacfnUCzjcRzo9o6EzGrNntMKrYqKV/W9lmVndkzyPFlPiAyWaCadVN081TIPM8tmsMiPatoCYgZENc7KXkljNuXT5SWBJ/v/trsLfq7ZsJcqrWVsOJtTtMEdkJ7rNKsP36sLouoIIC+vqTvsiTZFk+ZYd3w0lAA2T6V6fnqpQeU0Gkfw80DCv1P+RaiwcCEhR/46xpU4flvX5JMZH7pdYo55gDOTYI22VtF046bq4+152vGVsyk+yuYsB9x7JJtlg2pYXINpYDxAzchLLt+HcE5edob/L7/LeukB46TmhzaK5z8pJ7JL8zEntzY7rjkHJ3kpG98327XpOud+XgSXgZGB06gwTAR7yLgqCGebze4iihIvQysw4oAEkUdRnWwFimogVkuE6+k6gpSxTXC3muOGVuOpHiOM+14AztgWmMDDZFxi2qIeqWnDaP7EulJEm9U3G4iBAtztqsQWA0UaZ6t1NWj9AGW8NAKNMQbfgMKDxrC1vQiCH/g7gmI8SXZfB4Dxn8gVBbP2YFqjrXNgXgAGV74e4asOg0uXc83w87Yfw7IN7Q2gjIj/EpSjBzDs9/Qn5MJEYdVQXmPgRtqMEO1Efl+MhbpAmSax6JK0bhV0kySZSePhinTeZYAQGdBOKGFW5cbG2kybpLzgbU/zPhEeaB33iZBWS7UBps+E+bkG/YRwXiKIeer31VuYh6QZkSEuKLSnbSP5OTFSpNIMyV6xLocZEm4rgBJSSusQoiJBWGetidsMeg1Bimiah8dphs84gwgSadWUAWKskQRxg7BBCz2+lwp92I1sBwNwvAkGJqpitAQywdVfsW2WKi9kEX1zsY0tVuNVZwTjscugrsv5ZAPCkfYfJlTjQsErEvCwE+HQ1UGTa1xMMimSyJkFsGKQA7Gi/1VvDDoBL2aHRl4mx7bp2t8CXEGpLKwF5n1yWyZ1A6dkhXeFWMefxkmqF1DN6uQu2fhidOyUVyGNIZk/+Lv8m+1//BMYS0LAp/N6w7wl6FpctGLbKFGl2iM8d3cFWMTeMpvgM0IShLuZTBlgH2pRbIWZp3fMxsGNBhqSkBxuNlxaAXbJgke+uNIg443Yv7LKujc5n2XnR8eR5LlswLRtLtL18Dvh95fnMSLK5rtUDSp0Y9UuCKnn8nSVAXWYeEgPW+enwYWrKesjfZdYc6Y96vfWW1klrZbPpSJBt7AUIdMhGgIwYHhKSX4ZGFPUskxQeY5AoPEVFa6kQbp4fsVEmgBboUaoW2X3Hs/d8Ua9Nir9pXwbgRPz/5rMNqnczA+XxjstXTcitKGb2WgYWkBmdVZ7DEde37QHa2imp32omRtQAAnp5na5qgK5KawVDJVI6xkj0EhJcC2JcLI7M5BW0XWJHAFs9PKOMYel38yk2vQylwwiMw65hqeC1CohSbB+wmpagCYGROSBwnGGgSfJpDqlWfL8loCZz0dIPjNu41+iPSvFz5PlLV+sunV3afkL0ma+fNuFDrhVn728rZdyyJsTc0blS+DKtghawpP7R/gHY0jDHmaifRKNxJJmjRJnsQQq1EkuUWoNTOZlPwg4zlNLEb8uKpGnfMi2a/kb7kE3+Lu+drJ1VOdtM/MY2gDRLadhDBI1rqsIl3bB8roO9PGaLsQG4rBAdxz132Zat3N0wWaJroMobDYrfmM26tcGWAehlY0ROhj/Jpj2vtSBj1sg+8wvBGLkMnbzG47DLCSrTIMaKSB5wQesa2m3N87nagQSxb3YdmekW4WBi2env/F5QTQ1BF/i7Y4iuwTKWi4Cd7KvbP3f8uMziSWN4WZPX2O0jNakVeyt/K+AnlCXXhIPkCtyzobYKfnCE1dXHUBQzxPGAAUYQxDazLm6lx0sRNWA0TASIgqDDOifSGUkvosYyIIPvVyjLCFSrzhhlesjzs1zChNL/fT9Amo7ZS8mYUa620vkpFEagq65NCQujK1rY+m4F9wsAO5dLlqnJujOffV4rXPUbiwApKpefo3Iyvh+i3z/LJqDSXR0AG4eaQsI56jpvgT767nm+qdPnh6xrMlPP6QXl6AXlroYj68NFLOHnAOzkUwCNcJu0HkMLigmUAx4+fPQ6vmNX4/SyYE1FXWIUGJC/Wect3ZIMvZE26ZwtWFnXJa6VKbbLOQMIckD+sF0YSOuITwNoTEsb/ydpFJcAHCLklG+qpycmNQI0NFGmfgj4IWuc5JMny2GQWD7RNS5lh5iEHdzqrLA4NfWaa0nAkUJ1pTLaKHh+ywgUMCEayaJU3nLh82k1Tf5AYsW9UWXYLue4bk0eAXB2JbGV1HbiAT46fAhVleGwu4provzIVjHHdjlvrfDdla7b5Jgm0OPqLuSESN5j1CeZDYQqxzaOsJ2bIqijKm+VsqCUfgkUI60QWT0SHUs6LLsTlFtCw51M5Up/o8oQWV8iGi8SLNH4TP0QIwdcniQoloyp7MNJYt3TaAy66wIrdYG79v7QBC/Ly0jAshMPgHiAW0K3uF3MMKoLXMinS13jl2XNSRDJYwHHQ1tyHMk+As27QNo5sJ+UcIGnvtP+5T1z+8ust+dj4rDK7piha7iMpXJ1gPTzsnNz2TTaTl4v0k/R8jbSRs90oBVOCvSdsobJ5wmcQlHNBN4z/wv2EIUHWFnJUFVrAM6jKGaYzd4AUFjBswmrAe1yKjI9X/7PuF6bS1BVuVMHre1w3aT754iiBFk2aOmRSLBNnyfwJ+u4AeCwIYXzyKDS1QQd91GKWbdFobGGZTNgKdLt8iSyETNR1yV8v2CgSKJ5AggkvDcC8A5rr0gg3r5GATN5NMF/zIrsiek7raaApi6bOHd6IOg8AY3dsNes3pQBAKkfsgkqubsrVeFb2QTbZcri2DSI2K6g9HygApKwg12VtOqsScZpN+xhHHbxENs8lPhodwQ/2UBZLnDDjpvSAmVzjwwDeJXOT2j2pGg7EaCG3bzFgkMCSH4Zock+ky+dY1l8YjIsg+ZnAjw00ZV+wNkyqdeuF0aTL4Uot+0xqa9jG25IbRZVi4FySqWcRqOQnCsU5ftvxw19p78BYH3YYrHPz2xSzJhdIm8iqadb+GELtFBzV9qlH+Bmd9Ws9oUtBjXSk1B5GmYpxDPBDI4NqbiNrncpJnMJylxWTNZAcyc390sCAfkZyq6K/LAFpFuLH8/UI4tEGJ0BvpggXaZGHue0mwztyv5QX8hiYBLEbJArAcvCD1taQQlQKPwvZQX0DlhXVVMX7YRrIE0oXban9QUPEUSW2ZL3udsPea4um+SeowQxS1lN8dkDrTBwjiHHKAEyyaS51x5oGDK3qO8a3jzT8K3aqQMm8hCicFoU9Vm/FEUFovAAYXiAweBL0DqE1n8Z83kXs9ldlGVqQ009UEkUY/RoYpgELChjjrLOJFBRqkRlXY4pNZ9qsAGN+zW5agdBjNXVxzAabbcAkwz1yfAegSjDPB1hPn9DlCepuZxKEHSOZQxKywLT17rV/2+qygxsVeN5z8dVC4AaryWg0TaVKEvj+E3ggM6ZsuSiKGE9kwSbdP2ov8b93HyG7B0k2+aCtvey1Z7P5VCk+LnJVmosIj7SGcL3Qzw92kZdF/j9vZeQqAq3ZnfxaDxAt7uKPD/CjTLFpewQW9WCXxY7dhU88aNmNetM7MwIWOPMrd4aHgnilvi/213FcPgwsuwAH7d1A+u6YIbuI51hKxGiEkCUMtpGYoVHLBX79YiJikwy2fxQ9NUt/cKrUIgiu44WTVoPTEJbWFN4CFHqMbFQANjhmPRRideeuEvPZ88mADwpvpl4871q7gsdAPeLV/4ALtsMIQKopCGLj+4YD53+WUSqxnZuWJ2RKk24zDKOAPjv8thAE7aTf7+WnOHPjVTJ5XIAsKcSAVVazRO4Y7sBrzF0JfBEx5QTN01AFHahIqoAWt5YsmTMstCMC5pOYokS+0yRoF6ylKkXYNzp8vkQc0GsDe1PXj9qvGB6e7f+XWuSz3KZE35/xGbyfjI7bF0fmWEKa+9BYV0qNyKL+NK9GtUFtgWYkv+na5b6IW7HQ5MRW6YMWKlJDV3pB2w14YIaF+zI48njAm3W0QVIbvhUjiO5P/e4dF1dlkkCppMAmvysZNEJNJENA20HgH2yTmo/Eadv8lAyk3aPQVRdJ+h0dtDrvYQk+Q7qeog895Flh8iyCWuBKGzUpPmT+HofStU8KSnnJUyTktSOGAClmbmKImO4J80gyzK1DFHJzIHZT8DGlyS4NmzSkbU6WPBxyXKAQFUU9RAEHSTJBvePAJISDAA1yUw1LzLNxzafr9D2ZCqR50cIgkhci+aVQgJxAj1k6zAabbO1ggSCvh8KQbsnrAxO7zVVwprZBU24bDfuYzdKuHQLXavh8CFEUYJebx15PmW6e7PKsGutJtip27JJBCxokpIvAc7Gs0VX6UElx+2bACbCPTvRNW6UKa4UM8FmGpZw02EbKHxLY/O5fIrL2SEup3usj6GXymaVcbYR4KzSbd/cdlIJEsqsovOgVab5n3UUF6E9QIQeVImoMjYDVNLlVjw05VasrmermDNgoj4CAARoMvf1dKe62vNYbE3nRIwQ0Bhx0j3ejRJ8cbRtwkZWiH/JToDXPR9Xs0MuITOicLUFuvKFvSyUUDrsDF1XKo6begHGUR+7cZ/DfS5g4FRvVXLomcxL3c9QP46FcGkSDxqjSTdV3wVAfA5LmAO38TUImiy9BZr3WaJrlNowLWTSSePInRTJcsEFbuqU61pq6/vmshul57dsNuh6E+NERqSl55vQdxBjrM09I2NIV/xP311m1AU2NI5v2tJdJMB/obfeMqkd1UVz370AkdeE8qm/tGjYLmYtwTedk2wnMUouA0WffbOx4m4rm6uzor7K8Uxfd23pp0dt/0kg7tvtdh1gDwBrqvrpyZKjRhMwZZtRuCeOd5Ek30GSfBdFscVgpSznDFR8P0BVLdDrrXMoz/MMsCLfIWkMGQpammrUARUzRgQ0DJvSMD/EJpGLN4VLCKiQzQEBlmbbuWViciHk9UDCXgO0Ouh0qJhwyf2uKnOObuhONnp4pLYIADt1NxYCyoZ+QhE6jFGWjYGoOQ9z3t3uKqIoQaczZN2Xa4sg9VINM3J6Lyma6JhdsS+gnaiPp61QX6kSnuej3z+LOB5yssBmlbX0JUldsu4o9alIrBXvWk8l9r4RfkalMv5HCZqq9gQ4WqAAwHZ4hHF2iOv9M/i57iog0uxlaExeZ6UqbOdHuJhPcbE4ameLwAMCADXYWE4W9eWXkGoDnJPCFcbLyTQWfaMtmIxUjVKVrVIvtOrnFZ91dN7qrQMAblHmoWqqnNNLjUw1UdcsYj/RWvc9arVn68fRitmu8CdBzKFHqdkYh12sjLax6ofI8yl2F/v4/PQ1vi/b5Zy3j7TCpr0um7UJp8k0fvd76fmotGJ2iCYmmkhvdlexG/dxoX8WL/j7HKYjHy6gCYERWLvqRxjbfW1VCzxqvZ3kfe35IXsFtSZMAb7d5gKUZW2ZZsYNsdDP7t8A86yRAedWMQcqkz6f+mFT28yatC5UxQLp1A9x2kE5jaaALODoeWwyCv1MDM3tzgp2owTX+mexVaZ4dnaXFxSybp/L1gDLARPQDlVSDTiqMHApO0QaRLiebDI4upQd4mJx1IALm+HL51GXKP0Iu1HSYvfkz/I+Luvjsn7Kz77VOFrGOkkWzW3yb6Vnwp0Uluw576tlYI6evdT/qSm+q1l4TJ4zZoIjYBNiOHwO6+v/CmV5BlpvA2iKywIUstDWxHLB4STP85HnU2Z3miy1kOu8Hc9ga06ftCQE3oBGC0XNaF4aY0n6fJqOuY9NXTmwE7lhDhqARjXZyBIhihqxtgFwpjgvFd8lBugKi05N2Ol2mWKsjW9SXRd4ocpxOeq1fKIMG1daC4dIaHeajD0CfWWZIooStiIYDh/i8CSFQ02duwUINL4ZsHsvWqA1r+TpBZR6AZfyUKpCaEufPPTQx9DrrePg4DYyW3qAwiKjusA27ESPDoMmAlOS1aFwlwQ50puEdEWl1SrIgrZk/jbOuygsA/a0HwJ25Ubj98UqA6oMkyrDVpniUnFkWA8/OjahgPptj7XSW8eL1qRwZF9qxC4c0y9Yp3vYIq/8YnZW8q0XimA+El1z6E6CSKpNt2PZr7G9FvIlykaeNvOGzuMn4fLta9164adhiN2wh53OkEE0WWfc7K7iVmcFlx/6GLRWeP3155HUZWvVXcLDrtVVjpQ5T9btSDCwZIKjexRq47J+dfZGE3K2E952MUM6u4sz9p6QnkQK0ek+jKocaTnH1fzIGFe+yQST+iGuJ5vcD7kKh1MGw/2sbMtCK9TcjE2XOZHhmkjV2LTvR2LKSE9IejLqJ+l8XObjJ9EkQKCSJ5Sswea1FqR/cbSNW/EQjw63cO1oF39x/2VmvhNdczaqfHa3nLnIBRul5/N92rYmp792cBuASWaYqhiX0z3WuRHwIR2ilBtEWnF/LhYmcUCWyHHZRDrvFy2jdd6GfOU9oc+6Y0H2n7aVoTL3nOW4c8eR1DbJvtJ1p2MQwKVrSPfn7SwGTj1Lrq7Llnu3FE77foZOZxedzi6qag1aN6VLpD8RbU9aFTJ7NKxS2/NIpmxLiwLJDFFfZHiqcej2Wn1tMuw0b0c15IB2lloT5vIFsPD48wB4fyZDzZwHZdrVNmz0cbEN7beqbJ0oz3iPvGBDCMcBjDn3F6ocT+lO61xkQWPqq8kOHCAMu5z1R15Nzf4a0OhaILzXLaAU6Vq30pSlRQTpswaDFfR638VkYsAJZ4GJh1gWz534EQMd+bC3DCr9hr1pvTjEalm+FLiKva4FeG5E9IC5htQ3elFR38jGIfKOT3ipb8plbEQJngSw8GeABT3SlZ1EpbJRIUtiPsi2oGdXWJGqkYbt1wOF7xKAS6RwGjU8wAp0J35kMuqCttt1pBUiOyn8JCc3APCI6ROWEOQVRCC89AOUdgLbifq4mpxhbVoEzX5GgMmaG/sRRkHEYNqdNJaBFtpOTlbb5ZxrxEWqar3Qd+IBh3IkWGLga9mnreyAFwhkIimPR630mmrvBJak4SgDQoclkJ+XfT/GFjksklzNy2vE18FTgDUBTS1DkKIJEUpGcNk1Pu1Gb3PJqtBChvpH74vKM7q/m91VbHdW0O2uYrw4OKYhk1YE9CWvkXsvl/0eaYWnFvut+yY1mgScjNau0ULSe4dY4I28GXsuKHavOQE9aYkgv78VGJFtmY5osISlcseRvG6l57NwfhrEgGC6qTiyTMSQ/fupKI1iQkQ5lOow6DFamcL+XmFv7wtYLJ6A7x+hrteQJAmUOocsO2B2ynz1nMytsiWalnohAiVuaEn+jbYhs0z6H2mkut1VYVUwZxbIzXwzwCtgawMCaqSBiiK6EQbgkWknGWZStp3n+ayxkaJgCrM9rxVnIn1TVdiyjAKipAUeZPumqnClLgUrF7TClaYg8px1Sl27YiCQmedTUNo7nReJ2U+rRdqIa0kgmXpGiHyjXOBn4wGiKMFw+BDieIj9/TsABrh37zuYz98wYtOwg6SsW8Am0gqJfbExYBGZSQiAiehD6QdIVfPS4RAGPJMhZsMftG/SZHxm5RELhikIpvHl+T0LONDKiCIdAk80wuuHJjAS795Y7JsXYTxEpGpsqTkfn15UY8+Kfv12ervU8DB40goQho0A+PilZZg2vcYsDkBT387+n0qrPDF6HwCNopjh2/lRcx4i/Odm7p1GC7XG+TJFqBWmts+jKsdmYDMCwy5uxUMAxjX7qbCD3d1voK4LzI7u4HI2aVLzlfHpIt1QAg8rdbukCr3A3bCCBBR7FBoWwIc0aTS53eiu4TlrWwGAmURKQ9+yYmEO2Xk+UhvGIiA3qgvWJSWqwpV03MrmolIdF4RZokxXd1f5buhETljyM5JRo3N2i66u2H2t1AUWvskamwQxdqJ+K2lBgm7ad6KqUxd9+8L+QTJgUh+00xm2+np1fg+T7BD35vfwa+m4Vcj21Xhgwr8Oc+YCDdemQl5nDn07DA/Q+ELdCvsG5Nsxd8lq8LaKOUaqZNG57LebJdcS86sKT2aHWPgh7oY98x7wjY0Jjcm8Lkzmrhjzy9jzZc7bALDm/P1AK0ArLn3ijjv5nFGR9bsic7DnXF93fC5rPxENkxQSA2BGparOYj7/CKpqHUnyHQBAHO+i233YZqSZxyEMe+h2RxxSajNHAbwTnKfdFH5pKUCAhPyRJNgikNaE4owZpdQpuWyVm722DLQB4Gw8t58ApXbXLVsD2dzUevf4ZnvrN2MzMbRf2+tVc2hwefMQ2BRzz4tt+DSyhp6N+PsnEZIjc8XUhpVogpGh1iCIkOdTq8U6QlkubJHZkgEOZYgQIKGSH9EJjFlrAgjaQmte6agaI+FTRJqBK0EHgc0+AsAJBMRAAcdX/rR/eAHgR4gq3dqO2DAKh1FGFO9DCvxpXwD7JMn/uefptlaJE9/UwqKJlM6bNRuBEPjaJArAw2VVYbJEsEz7P81GDNOoNpXQyS4hEYuaSdhBCQ9PhR14nvFdK8tFKyRsnlF9jME7aTUtJwvabpkehceZ0swkEgP2VNhhexFiAqTDND0PdBw388n9IpBORpxpEAHlceZrWd/d9lYMgtynBI8slBbHo76V8DDpdVqTsxxDJzF3p9GoJmGLJaOJGh7S0GYu2kQQAC1fI/L4AoSY2TtumfJWLCX9zx1HskmQzuOC3Pdp/FhGclko+a32z1l4QQel57cWY5FWyJd8hvb9ZiDlrRqF8NzxSn2SYE9ev96yneHNr/FPxFag3z+HKOpxoduyTHF4+AqOju5gf38NYfgQHn30DHq9F3HmzG9isXgSafop5PkU8/l9xHEfcTzgorsUWqIvaqRBatLjuxxuou/kcG32YbROpuivjzgeoN8/i253DVGUcJmULJugrnMsFvv8GQoD0XkSwGn8dsIWM0Pb0bEzm3JOACqOB/i03ZbAGmmalKrwjOfjm2HXOkYHuNYxk+CVeIAgIPGzeUCf1wqb2pgV3i5TXPQChGFPWBk0nkxh2EWvt26F32BjTt8Psbr6GCjER1YJJ7FZ79kYgn15S+2GMpPGtewQV0qTmdjprCBJNvkco6jHxosAOCWegE0CkwFHJS0oLAU0WTzEIgAOoAFYIE4TFYUTbnVWMErOMFtHBqg3ygVGqsRlq62S+zc1t2IOqdAqEABP1HICkwaWo7poSkyEDdCRYk5qBBrp58j+TExD66UDjxkot8AppbjTdZEpy3Qv1tcfx+HhK7hZpk0JFstKjbzi1LPkfLTrczEYgIdx1cUoiPGoZSzpOb2RjrFZZbhsEwaolfAMu1OZItnSVVs2Dg0AmOgmlDQJYlSezyE+KUwlUfZOZ4jnBudNP7NDPGs1JZcX+w04dcB+y4ldpO4TU9mYmOpjzKj0o3orcOIySXTebHUggBFwvJAusUhS80b7G6kSE3T4edqJ+riUHeJydoBIKw5j0WdOWw1X6+NWHfIZKOHhZncVk7DDzPWWdY4vvaa4sARNbkaqy+DR/t2QFB3bLVgsEy7uhj3OniOtU6IqZhPlMem4fC5eWw80seOOgJJ7X+XfUj9Ex2t7RrnnRJ+5aMfAgTZ13rbpeIIBirQpDwMYM8p9rbCuFRK0Bd10fLomL1qPsxIeNr2ADXTlV6KqE7MtfwLGlT1bniTk7DDpp2REuxnyfNv6MX0Dnleh3/8CfD+0RozRMUYHaDLgwrDD2qKmzAdA4STpFG6E2iWH0kiUTcwSmWo2mifPehwtRCixHd6TjBel58v/y3433lE5lumfSJRN5yfP80rQ6K4+WQdQ9mcjNqdjLS9+SseQmhoCTnSuhvXLuHxLHPf52smagKdpK1B7RmtEsXc2drQTwA1V42P2xd/prNj72IPWCh/tjvC1wogwabUOoMVS8SSj60avJGrASaBE3jaJqoz7NhpWh4SF47CLs50hQiFKv14X2K4WnBHDLIPfeCgBjf6BJxqq4Wf/ThqjlrbI7ivSisOEECsrKibMjIj42Zxz4+VDfZDXiPslV702RElATU6ysoCz5/l40gqqR3WBqNKGjfP8pRlZ72Ujw0F3JZ/omkXb11SFj6kKUZQY3zV7HuT0TqLeN1t1u6wJxHErz285oK8IppH2J8fRTtTnEByFjsksUwK+ZcwzpewnaOt/+NztOAeaBYLLEJzEDsjJetk1oO2W/W/Z9ao8n4v4yvNIvQBP99bwgl2cbAcx19mjpk8ZeC9rNOkS+KF6jakfogw9bFm7GeC45pE+/3aaC1DZWsJhh2jbqR23ZE8xqvIW2yUZY5dRkvchdMaz2/dlzNTbbWs/wrZ7WrWKD+9rhW3nGXPDf4AwpQ0ilGXQ8qhaFiKU7VQBUxBEGAzOWWapQJYdMGBotjEp7vv751FVn8b73vcfw/cX8P0FJpPPAriCqspbHkcU7jKlVewFsy7bnlcxIJJ6pHa2XNBiW4zgeQ3d7shaFyQIghSdzgrCsIujo9eRZYfMsFCdNlMrrmTgZ5gYU4eOzC5p24bZ8VulUAiwSO8mqTNqbApMo3AhhQejqMeCbq1rw2RoVx/SlDMxx5LHbEw803QPVbXAbPYGBoNzSJINdmonjRaBrNNqqR/i2uAcdkNDqNJEvl3MGu+jaoFbnRX8Sv8soqiP1dX3oa4LhGEXn13s4w8BXAk6eLgzRFmm+IqdeNwJDQA2ldDqBECKiLOoqFFoTJZgobThT/TW0ett8BgjewNiBuicbnVWWEdCBW6JhdnMsobBosnJGldSCjxlmtFKnK8XeQmR2NMzKfzjJQCl9Hw+DzovEqy6K2j3RUShB2IxmAK3457YVmLargcxrlr91jI36ve61ZbNI92QLDGS1CUuBqYkxU48wOaZDyEMu7iQT/GCF2AnHph0dzT3Pg2ihm0ULAA1Gls9VaEM4tY5y+1kuGlqtTvPDc7jRm8dHx9u4cvze9ie3zMmmUJntGfF6je7q2yPQJommhQp04r6EmojRKZQHNCE+Yl9JfZqo2qeA3eSlucoATsxAXKbZeFf+TW1gntqNLFtVhmuJ5v4yPrjuDK7i+fIG8zqDkeqxCSIUZ+yD1OINqtKC6jImkXStd8Ne/jt1ceQBhG2yzlbmpTwMOqts6aGP78E8MifJYsrdWby8/K60ti4FQ9xo7dusoQXe5z9RjojYgVvU2KBH2GkStZU0TtINjoWV0VAk9ZPbZkea9lYoP3RNuuej5mdGwcOsNzwloMrGnOS5aafI63YU400W58/ev1Y39QJwPsnUnxXhtDoZUqsBelqDOB5BL5/hE5nF6PRvwYATKfPYrHoIcuazLeqyltZb03tuQ4DKgJKnc4Koig5pn1qh5U87kdVZUaQHRzZi9XlzDACOVl2yJ5S0pmbRO7EHsnj0bWQFgCkN2r/DcJN23g5EbMjMwGpT5T1Jo07W5ObzTiU94OsEqh/sv8EvIydQOqI3L1TFXwDZqJj7ZFgX4C2DibSigsQ9/sfsIydAcyfEMJ+2pYaZaUltlwA0L5+kt6m1nLQFYDhaZ/K6ZSIoh7ieGDKaKiKM/FKz4iGiSkgwe5IlcwkADgGXKSos1UWYwmgAdCEGpesDjkrStUQxt+NLkm8gAFw6Qw3XMPZYSJLjELk0vjVsy9iyYqcdqs8n0GGPH6kDa2P2phXjmyovdNZQVVl+Jgd/7kfYjc7ZDdzAC2WTE5ebpMhFQAtMCvv226UNIaf9u9PC0Ds1nMDwBmkJKqnMeVmA9F36iP5e6UKrfI4QMMoLL3nchzp5RlryybCZY3HtxgXpFekSd3oyFK2HNjpDFuT+GmH5JTnMWMBHD/Xnn2eUz/EVs9IO65b13di9MZh14j0xTNGzR0rJ12/kxgh6hstDLgagP1y7xm92+iek6aJQm/Lwm70swRnbr/erL9yX/Id13GO8WYMJtCuE0fn5d4PYtMoG5QiDXthFxui4sBJ4+jUbQXIz4dCcAQEOjbNkjRFWXaIOB4gju8j6W9jNCowGPw9lOVZTKefxt7eB60JY2rDb0C3OwLgWQNLxatZ3w/Q7a5iMDjPwmVigYpi3kqTNxNr1Eq77/U20O3soKrW4HlnAYDDVVQnDpDApmkEkAhkkEaJ6oiZYwbMDEl2ifpDOoowbHQTJDqX/SCwBIBX9jLE87QFj8QSUf88T3G6NGCYJToG9b0ojnB0pFlI3ZgslgJAvfeNVr8ELLaqhWEI/Ii1PwRWjo7uQKkKTz31CLrd26jrIQ4Ofp7r5aXpGIq0H7rRXURB3AjLBTCaBDF24kEr7ZxWuKQtSr0At7ojTIIYF2DGyWKxj8HgPNbXH8fBwW2m6smBd6QVtuf3mutv9Sb0cEsdCL1kR6rGlg2/0EuO67WJGD71fzfs8ctSCrhlyjBPUGjCU0ldHmMXaL9uPTOg0TtFYQ+JfcarKsNXF/ustwOAp2w4FcCph+MAIPcDZvUirRrGyIYVE4BDt3H/LIbDhzC0xXYXi32k6Rg3bGYaTdjyBX3XFtDdqJpaaJKZoVBppBXfQ/IIS1TFGXGTsMP71FohihJsegFw+EPOZAKa2nLkUC8nNsrYWyb+plZ6PvaggSDGxOuwP5Z7XnvWLNUNZxNAkxOfzLp0J2aXoaRtVuqCdUml52OzznkMf04r3CxTjKMEUdTHrc4KxmEXl7JDrBRHxnDwlMF36fnYiQfsveZWBgCMeWlZBVhdfT8Gg3PYjxIUxQw35/dMdqMqsQWPaxBKAO/WQnO/ll1L+Q6YBDFe7Iy4WDi9Wyg092Q+aQFOWhBKHZT7rnBDgXJsu3onElbL6yH7J4HmSVmB7u9ygQqYUNy655vaenZ7ClO7mji5+LvVWcGN3jq7yn/26M6xfbvt1I0r5aROL0/j3J1xSr/M8ppMPouieBHAGHX9IQyHX4VSXSwWF5Cm/VaKttTtmFBZn8NHBnwNmJGS4TilNPeFdEcGzBltT5YdYjb7WeR5yoaStK0pZyJi6A54kEBMfpfbN9fBACUy3pQAjNgqd99uSJIa+VZ9mlZeWjELJsNujc+V1C4d11wZy4GZCB36AGr7++mt62hykx5AUrCc1AW28yPs1QV2qxw/6/nY3z+PXu8JhNF9k5k22ua6eHVdAOWCGQ8OxdkXxtjqmiZhB7th7zjwoBWgZWPIgRgAbgNIbQbbn0rHnDjAoTiRui+L/pKh5KjKm9W/HTa0f04TVzULHUlT474kSs9nBsqtvUfCb+n5xJomz0cUGtAtbQBSz7h6U+iENFT0PzqHRFW4bZ+VEYAX6Vxs+xz1ZQkL8143zxpXSgG6bCU8bHkLRJnGV++9gKOjO1x7kdjqiwNTGHzXGkvKCSFCAzzlfaBJyzijN8WVWyynZVATXZsSMna/XxfX7lmRBQc0kwgxA6SPcidb2VzWkEDwbtjDVrVoTaQt9sIW9wWAiCZQ0rE5rBqFZtxadHKfcpJ1+0gTuFycyP6TU/wyFuM0mnLc2ZdlvFL7N/e/i6dnu3jeLrBLGwpl2wYBPuW1ccGGC5Dk876UkXFE/RTiZM2auHYy05KaCwRPapJhIhd9mbq/rO9vdh5vxlQmqmoxSutL2DV5H+QiDzCCd+ms/2ZjULZT92GqqkxM8E1Jh6KYI8+nNmzRYQbk/v2/iDA8QFGcwWDwbWxt/X14XoWieAha/wLqusfgiuh/mtQp/NbrrbOAO8sOW6wIHScIItS15pBTWQYMRhaLPdR1jvn8HmeH0flQVp1M0T/uyxS2fieA0qT+awZIcTzg0FcYdq3w25geth3MI3RE4VbSO1GTIUDqE20ns/ikiadvnagL+2C1xfQV8vwIjfmib4FuDn2Cydd70Tpa4WJxxL/TiicVq1x6ae2GPdysMpy983X0+2exuvoYPK/E5uYlBqaG3p+ZFZhWvOK5mBnnJSo/shv3MbYOvs/Y879eNyUZoqB5wOnluVllLMI9PHwFZZnitdkbuFqmPMmMhCkhTaZUloMmhMTz2feJGk+ynm+E22K1xtvY83FfIsRw0cuNNDhRrZvyIOLltBslx7KoJmEHk7DDfj+RBUNplDDVL912ZdFO92VJGV6n2TyYyWHDYYfkSnkzn+JiPsXoB3+A3biP31q7gEv9s3j44av8HM3n9/BNoVUBrN2FrxAJwEIv7GkQG8DtG2fxcdhlN2ViOimtfFQXGKExlNwuZqyfG1V56zqeF/okycJKgCH7QY0mpgUa/duNZAOJ1ZcBjWDYZT+AJpw48SMkXmNXQfoooGFJqA8SUBEzelJ4Zzfs8SKAdHx0XpSdWcLDNIixUhfwTzkoV3tm0qXndRlDQUDq77/6RxiHXXywu2oy1TaegIoSXKMiyfCwXc6xpduZcPLLDbtRFuUkiFuZbnIbydzQIkwWwJbvBvmM8/tBtQv30jOyDKSmfsihbtJjusySbC7IkeFHl9GS1wMA1sU4GggwJBlLedxJEOOufZc9KSo/UIF12u7NFnA/sVpyspF/klKN8WOSbKLXW8di8QQ8r0JZnoFSQ4ThAfJ8GwAQx3fQ6z2OwhY3bfZlJn4ykKSVoSyvIptSdUtT5Xo15fkR8vwI8/kbyPNpSysFQNSfiyCZLskmtR3GAw6LkR2BKUAcMDihdH7SLdG5mfOyKdxl2vKJIn8kw5AtWiCSzqsBR5QRF/DLn/pIYVECcU0pG/B1ousZxxlc1uy9bJTdJMNTbkiAV622pAJpuvb3X+aCx0EQY2PjCQDAJ7RCUcxxjUIiJOK19dEmYQc78QBP+yEeC0z5mxvlApHolxtukYCmBDBe7GMnn+LqYo8ZMgDHVnn0d3pRReJlQoJyerh3oj6DqN0owW7cb5zFheaghMdibn75WHaIQmimUvxKS3BL6efUpDaBV2Rh2zl4N0qMkNVeS5pkpQ8KabQAy0j54VIn8/eyBZbFW6a5CcXkBIDtAkZ27FfVgi1SfD/EL3RX8aX73+Xab6Xns2fWVKy2yTZiHHZbZVSAJtTM/knWBBUw950cmGlCu1gcHStTQUBPTj6yBIQ72ZKdAfWNxsxWMecJUnrylJ6PKIhRCg8q3r8AvLsWNHNRXQGSKjpPp79y8q08H+Ogw1YVkaqxbUPTJEqe+JG5J2XJBp2RPkmq+961UCwM3ElaguVImwKwDNDrEr/ZXcUkiPGxzhBft891cnQHFy0DBbTvK+2Xnr2JGFeRBajLbCB6NI60wiaAKDvksjIk9pbjiD4nvyT7s+z/8kuGimXmpxyHLgu+8ENTT1E3oT8pMwCa8CCBwG1xXmRXUDrfZWgSANdUlH0xxa4bNjVR1YnA+9QBk5xcXSYmDJvssW53Fd3uLhaLC9C6h6rqoizXxPYVwvAAvd7LyHOjKyI9E6VwExihjC4SS0uvJslOSW1O01ePs9yIYaL9keC5cQCPBKvjtVgnWQxYAibyhOr1NthiwTBcC1uzDfYYTSYbHYfYOipjEoY9W6S4QJbpFrskC/MSWDIhy6iVWUeaqPZ96bI9A+2L2EGjrzq91xQNY5eRYO8bVaMUK4bSozIwOWazXZulGCCOh1hfN2CbNGhXizmu14YxSb0AZdC4Hz/TWeGxW9fG4O1YOrBM0XdE45eyQ1PrzYKQlqkkpf4L8S+xDBw6o9piVqiY+iF2OkN+GY/DLq4EHdxQNTbtS6flNG1Di8Qg7cQDu9LM+OW7E/UZdEVaASITjCZ7usa8IrPZcWTxQJP+ZmaLFgc+g7xJEOOqH2FHVUhsmQYyEz3tsFyg2yUc3HtJ6f4AeAJIVGN/QtUGOnZcfGJ2tzWpEQM0tmalu3G/pTXbiQcs9AcscAwtwBBjGQCHaBOYlPTzIkFAljWhY8tJg4G3M9ERM0H3jhlBqwvkULEDmErP1BYk/R0V7R05gEl6h13Mp62xLUOF1NfK6fdu3OfxT4wrg3Tb51ExM4sPGuNawT9Fthtoalu6juXLmsxSTFSFK/P7uNldRZRs4hk/RBV0MF7sL9XvyPcZ3Ve6h/Lehl6TnSbDoPK4K1Z3J4Geq29zQRexO/LvEozIz24JwOQe233O5L5kXxNlygDxYsMzNfIok9Dtkzvu5X5lhhzdg9azase9BGMn3cW3BEye5z0K4L8EcA5mvvoNrfV/7nneOoB/DOAxAK8A+PNa64M325cBQmssqqawkFLG60RO/EpVWCzOWfFyAaVSlGUXwLMAAK1DVFXXMjF7XHSVNEtBEKPTSaC1z4xIGO5BKeMaTiaRi8U+ynJxTIfU1jg1HlF1XSIM26BBaoAAWPalw8ANgLUhyBEEEYM3+jIi94NWiIwE67ZH3C9jMBm3wo/GZiFjJsX8z2uZZZKfk2S2KGTZLkIctsKADcBtwoYE0jzP53DnaY0j5Rk2BAFN5KbxS0OkxN/oruHp3lrLzb2qMozHN1uZT4PB+Sar0Oq3bnVHSP0QH7eZbeTFQ7X1ZMFKma1HITTqgwzzsDDcb0wxKXtNslOkl4qExododDrHFl2vamx6GXYX+7howQelEZ+UgSZX/bTi3fIWrewdEkBT9lxUm5U81WSiwp2TsNMSwgPtFxKxTJFWuKZKbFqWgcItUk/xZu3dfBdRlhwctllOVhSmmvgRduM+bnZX8UzYxdwK9Ou6wOrqYzh79imsrV3Aa1WGg9ldbOdHDQCx504huOv9My3NlDQ+5XtjizbT/Sa/L6nbo2tMk4MMR3Doz7qDS32NrCtHDKgsA0THIMaLQhQtgC90cmTWKtmV7WJmMtpI4ybMXAHj77QAmjAfLRAso8uu9Z7R0EVaMZvKhrP2mk7CDnYArgG4eBsJBO/mOKIsuWXaIWpSG5P6pkjtze4qDlffhy3PR5YdYjA4j/PnL+COH+B36xJXFnstgCWZmb2wi1udFQCiVpvVPUlG2k04oL7R31ytmWR+JDCTDI8M71FzGSoJ4FrlnZxrVHqNkavsK4fEbTaby25JoCaPtazfqR8y80bXgX6ncikkqdgTID+f3V16v98Ow1QB+A+11tc9zxsC+Ibneb8H4N8H8N9rrf+O53m/DuDXAfyv32xHhsYeciiIjBnrukS3O0IUJUiSTYRhlyf+PJ+KjKwKwNDuTaGuD+12uQVdfYRhB0myijC6j173BqpqDfP5EwjDKeL4PrTehu9vglL4zfHzpf09CUTJ8Badl/tFTubmGDXCsAldSR8mN0xIgCm2lD31kcToBLgke0TMlGTJiN0iywB5XArhEfvW2BlEbJhJrBsxSrJvjRYqYFPPt9HelXGkLCtBBWklaJAv8tLzcdmK/Q1QVQyYFot9hGGXNXMEsD0xuV+OehYo9REEEXuH0XV8KuzgReGULCd8N8RDf6NQH2VhASL9XDhHEwtBTYbGlu0bMC+t7bJhhAxj0RPi3Lo1GboAhSboxF/CVFhBb0KmnGSdYCevSdjBk1w6yISQr9v98su2Lm0fGoPP3biPp/0QL/hRCzC8SXvX3kXKTrg9Z7JzX+wAOIz2MTtOyjJFVWV4Pp/i8/Z9RVm4385NqGxin2cJaMZ2otsq5tjMMnON/YALJst7QfqK0vORImpCYs6ERN/luK8sAKGU6WWTHO0LABeOpvOnMdJy3hYgmnR5VBdQ/p+SEuQkzeFYsgRx2ADJfBJgkkV2SwkGbVIBADZmlaHM4u15wr1r42iZASr11f2d7tNulGAnHqDTWYFSFV5Mx3g6iDEYbCFJNrmW36gueHzS9dyzY5EYYhPeP97oPsp7LoGdO45c1ob+Tvdr4YcoRQhYgq2T3klAY35KeraeA9LoeJSJ6wIxCezccbMMqLoMnAuk5P+PgUOb+EPhzWXtLWc6rfUugF3785Hned8D8DCAXwHwWbvZPwTwh3iLweX7IXq9jRZoUqqGUiWXKimKGbLskMNrpnmI4z5bElRVjrrOWyt+0hSEYQ+DwTfg+xmy7ALK8ozdVxd1bfRQcQzU9RCAZnCWWZEvZda5nk4mnGbCWOQgbVggz16nxn+JztV83oSyJPtEYS4qQ0L2Bo3NgKWpmdUqbEgtt+G6tOUdRQxYkwkXt8AcgZ8m/LeOJNnka2vvNJ8DXXsqLkxZgTKcurLyCOJ4YAHaW09279Y4yv3A0Nj04FNlbavRSf0Q1/pn8el4gL7VmMznbzBrRzYNWTbB4eErrWsFAJ8bnEcYdpEkZ5hBlCHbslywj9elozvYXRy0Qis0mVBVcilUpVBfGkTMrpCnjsxISv2wlbUlQys8GdEK207ESW08mzgbzoJI2s/N7mrjXaVrXLQCUQqt0OQtV/vSJwZoaquVfoAbvXV8JtnEUFwfAvV0X9jDyfaDjk3ndL47QhwP8BE7Ie6e0hgCrGO8EKLTFwXBZTiDNGz9/ln2WtNa4WI+xRfvvYDPzN5AXecoywULuCdhB7u+YaXGYReftM/bVVWh8EPsCGE/Oy3bayd1TcQUblYZa1uIZZDhjalu9BeSjZKlNziEBt2aiEh35maiyYK9clsCY6Mqx1a2aDMgqq11o2Ob8zHP543eOo/P3bjf0jzJ8i6RVrZkUdF6vhOh3yrh4Xr/DAuMj4Jl8KHd3s1xpOG17sMy8E3P7G6UYC/s4rnBeexExm37ZjnH54/u4Dn7DH318Id4Vlx/YuGoUO5zg/N8X7fKtLmXuj5WsFca46Z+iFfjATbs50rP53ePBBVyYUbhKgmuJcigRp+ReiOgSUSQ14WuiSvQlhowN9S3bBFD14T2OaVsSsfpXs4TMhuVykhJvRg9q5tVhtn4xaX3+0fSMHme9xiApwFcA3DODjwAuAtDb77VHtjArw1IAg71UEkTAgWSjWkmrpIzxgigEBAxImbDotb1EHUdoq5n9rMG8IThtBUSW8aQSJNJ+k4TKIWk6DzkhNpkvjVgSWaiNQadjfi7qnIWjgPg/5lzKOy1b5gwmpSk0N2ECBvdFX0nvROBNDJvpHAlXUMChLI8Cp0DFSSWmXXmvtXwfwyt7jsZRwpgfRGtDEZVjiSs+UX+mWSTV2+k9aL6fLYH0LrG3WzCD9fFeMisYBwPkCQbzEjJGoVmDFBSQUMVNxMVUCrNKf6J0BExmAoa80vWoNQlM2ZAewUn6WWg0UpRWuw47GLk+ayrooK9kR8iKa0QniYbAKgbjQx9h31J0TVM/bClrwHQKgXyc91VJMkmXx96BmQNQ2rEwI1U2ZroflcrfFq7prFvr73Td5Gm8wraPjdAW8NBL+5JEKMLCtFbfzStcCk7xA/yI2bdLtvwFTFvj/XW8YEoQbe7yosQj66zABYyaWGFrpEY49QvoAkTsihaTgqemLCt5QQ1s0/LZsoVt3BoHwGsa+P96LYOBjYLUpqa9lRlypTYvkomSOrwaLzSuNuJB7jRXWOQtFWmHJKk49GxYEsUkYllq4ahTSyof0TZ97sxjlrPppjc3e/EYtDYOK9rAzqLOS5lh/j9ozu4XBw19h1BhBSG9bgVD7Eb93ErHrYMbekdkHoBNrRqAaZlIIMAiGRbZHMz0eT7aBkT5TJYdByZ4ebuh75TuLe3pM/HQvoCzMmwGu17N0oYABKb3xpDTtiY7C9WBGtWiufyJMf4tw2YPM8bAPinAP5XWuupFPpqrbXneUtpBs/z/gaAvwEAw+HDNvzR4eK11IglMaxKbUNVngU4XaysrMP3jxCGGgcH27h37wVmfshBuRHlDnm/xMjQvldWHsFg4LOWZ7HY5wwxmhipD8S4mPMwzES3a5ilKErQ7xux+WKx3wobmhIpVSt0ZrRZXdb7UM27JnzX4/42QKi2k7K51tJWgPpEQKjTGbIeiYTlQRChY2Pdxv/KhNA6nRWE0X1zDBWiqjZaOp+VlYehtUKns2ILDOet4wKNAafp39sXWv4440iOoU48QASNrc6KBTZn+Pjd7ir7bXmej52d5/A/2DF21WYWUigSsKEPSgCwn+l0VtDprKDXW0ddl5hOX7NFn+/Z842wsvIwkmQT8/k9pNkhJn4EhGDzQyq0eVWaUfqhKU3QHTG7JF9gJMKkB701adsJjcrByDAbAFOI2YKviR/hKauLel6bNOKRVric7iHRNa7M7zfFeYGWcPhWZwU3u6t41jKotGgZ2YQBWUNwOHwIo9E2ptPXkKZjy0aakHEQ+HhKd5iRraoMryz2keRT1mUAwLOzu43twY8w0b0b76I1e84y05AnG3tdacW50xkakLv/MiZBjM8NzkNrhV6yiTQ7xNX0Pk/eN7urGPe7+ExyBpudIfr9s6jrAgcHt1FVGb5u2chNXSPpn0XQXcNNWwpnpS6OTVajujDmhvZ/u1HSqqNIIIsmn8QaV7IvU6VYUE0JDK62iADyOOwitdl4rJuy/dmsMqzUBc7bEkJseyHAAE2kL3ZXkYY9/MONJ7DdGWF3sY+RKnEpO2wxG4mqUJ35EK6e/ygODm7j6OgOkmyC7XLemshlthRZVmznR9hSFaJybhg9m6DxqlhonMY4OmfBNNW0k67Yrq7sVZtUQdf/m6rCtvVu2y5m+NOTHS5lk3qGSb/e28A47OLR4Ra0VoiyQ7aYABqtZeqH+LWD28x2S9aPxpJrdCo1QNRcVsxdREhWWzKzpee3NGmV4+VEY8kFdPR1ILbdtn2m5IH/79oFDkEmqsJla6xM+s8SHr64+j5E64/j5vweLi/28ezsLraK2TGgRudATBJlgY7qAtHRHSz8EOOgg84Jmsq3BZg8z4tgBtZ/rbX+b+yf3/A8b0trvet53haAe8s+q7X+DQC/AQBbW1c0AYei0KiE2LAJVfWEiNgT2qY/hu8vEIYHSNPPHzNplOn1SvWsKHwFVTWzICgXGp8EntfokEgobkp9kDaoZvDkao5cVoqAy0mNdETyeARqJEvU1mqBQVzblHO5+eWyn+u62d41wVQCVBJQJGBEAmdpjEn9oy/KEpLM2Fu1H3ccyTHUG5zTkyDGWb/JGKQiztLOgb7IM4nqCNI4CSzL0zALXus+E8AmryYaB1HUCOvpPpFRI2UbAU1mE7FKQCOW5VUxAQWaCPwQIwgBrn0RtSrQk60APEziAVI/xLmwiyt1gVt1wcd6Xr7sRNiSVq+yEaVPK7PmuivI4tWSfSTmTpYWkiHM57XCM2h0c/SCkrqDpC6RWI8rd6V7Unu33kWPdFe1vA9SM0OA9drgHHbiAa4EMVa0wl0btjf9MAsVEsUnng/UZiL6dDzgQtX0DBfFDDfKBbZtpfoRh+81nztVTnebm+VG3kPkxk2sTaIar6xlE6HbaKLdiQd8DSRYoufD3Y87UdLfW5OipmK+bfsMoO3d1EfznrteF/gc0AbQYlyUnm8SDGzI03iANSViJv5bh+OovVvj6Mm4ryVDQUytDGORnmanMzSeZrpGaRmWEh73e1Tl/PyR9QTp5x6x792tMjUauCrja8/Zg+JaLWOR5D0jlka2yvOxZ+95K8NWjJ2TxtHCD4+F5GQ5Hro+7rWh72v2cwcCPLXA2xIAI8NvJTyE9v21bPuWlslq34zYO+YxLjMGT1q+vZ0sOQ/A/x3A97TWf0/8658D+CsA/o79/s/eal9xfIjz5/8ZlBpiMvks7t074hdyt7uKfn8dSfJdRNF9KNWF51UYDL6BIDhCHN+xe6lQ10PMZu9HUcxQFDP0euuI4wFGo7sIwwNk+TbK4hym09dRVYuWcNxMAl0bjqpA7tfD4UOo6wKTyauoqgVrgmSTxo9K1Zwt42aZNYBIPOxlirouORtwff1xaK2wWOzzxExgRArepQWCW4S3YcVKDuHJUizGlylHEHSs3qoJd2ZZzH0kM875/J7NTtznc9JaodtdO8a2ra8/jn5/HUFwgCh6a3bg3RpHnbCLD688CmV1Hll2iCw7xGuzNzAOu3gq7GBt7QKX2qFix93uKs6f/6jVq5nSOe/Pp/hymWKrTHG2M2RtmlIV7t79FltJPG/HwVUYcDmdvobp9DVcyw6xqRttCK2CLtvU4NQPW6aOJIiVado78QAlwDWxNqvMGlE2GWeADWsEJtyX+iF24z5+aesKALR0f4mq8KKqcLHKWinilFF0vbdhxqMtrEpFh7fKFFfSMS7mU9ws55gEMWevkQj3/RZAK1Uiyw5x794LPNZ7vXX4fojZ7C6+Xqa4ku5hL+zgvC3r88lkE5kf4poNqSSqYsbjidH7EMd97JzSGALMS34n6uNSdohd39y7W50VfKC7irou8LxW+JWHPoZPDM5jsdhHnk/x4u51lPC4YkAQxNiuC9zqzvjlfrW7ysxzWab4l+Ob2CpTbBczPCvuR6Rq7JQpdmZv4EOFMU6VfkLUR1l6ppX6Lc1CgwjX+mcZiLG/lNADAW0hsAnzDLAb9nC08QEAwNfLFJeyQ2xOMw7RlZ7PhWJdbyXaJ6WpU9uwbNTfHH+vxWJIdoJDv4evYL73fVwsjvA3izlukqmj3fd2ftSUEbK6QBrLl7JDDuEBBmScJNZ9r8ZR5RlB9PkyNcaIYY+zRmmBQkzl7w4fRukH+LX9W0iDCL+9+hh24z6uDc5hq0xxMZ8y2/vF1ffhw91V7Fp2cTB+ESNV4hcsw/RkdsjZkLc6K/zukUwfXXMZuiJw7YrvabvrySYirfDLk53WPXZtE2TI7VU7jv5g5WEATZYk/Z/MeJfJDVwA3tIyWSbzF6ev4RkLOqnRuzW1jOWVxR6w2MOv2jFBz07qaKUSVbFT/Y5laS+LcB89H9478GH6NIB/D8ANz/O+Zf/2v4UZVP/E87y/BuCHAP78W+9Kw/crAEcIwwPE8ZDFkgCglLELAIA43kUQmO2C4AgmsQHQuocouo/h8NNsDWBCZEAY/gC+n0HVQ8uCdBz/ohj9/ln0eje5R1X1CPsM1XXO2WkEmEgv5IInKr4rDR+BNrshG21bVTnieICVlResEP1RDkcSU0KhRsNyGMaBPJTMzxTqI1NLDaVKK9ZuVnWNrqQJm/l+xJl2Zbng0KipiWcctIlRIlbK6KCkIN2zLFuGIGinZb9Je1fGkecFGAzOcR+rKjNAwYpob+saH7Wr937/LAPijgVEVEeOMpt+PuyitkL4TmeFRe7EnsTxAM+iDYqpXe2uQmuFF9MxVyRPdN0qkwHQi2qJEFGrY6LKVm0loWuJYNP67eqo7KxgNNqG1gqTyQ6ybNKatNiBW1utEr0YBatCZSWoL5Q+TgJk2t/ETuQEmKV9B411Sgz4bj7FdpXxKppC0wRCLnqN8R6tni/bcPLbaO/au2gWRHhucJ77cCPZwNP2Hn9TVdiqMqTp2G5t2Mef6Z+F70cYDh9CWaaYTl9DEMT4jkhC+JB9NotizqCeJvqtMm3qxdl7QEVkgUZkTd8p3Z/u4bKwpQkrly1GYGIn0U0b6pMibwmiElUhDcz5aK3wsdld3CtmXMB3RMc4gVUALCPnhy3mkJp0eQYcga8fAlUTFqT7QJP5xWxigJIQwEtbBRliGYddk0Dx9pnKd20cLWyondgVAoTEqFJobhx28ZHOEEEQ49rgHFI/xOcG51GWKXaLmakmIMoupb6pN0oAmJ7biR8h8aulDBFbLkjG6202Forb98bCD9nUdEP4TMnr3hKI+wGuJWeYWRxVufHb8nwkODmjTmqhpOZpmahcjqWeH3JosxW+ta7pO5Z9v5hPrcxBlCoShsdcz1EcN/VDnGSB+nay5J4DTmSo/uRbfb69rwh1PUQc30GSfAebm38CaTrG0dEdUOmPMNwGAAwGX0cc78LzKDw1hFJdVNUaOp0dPPTQb0CpHuq6i07HgKssu4CieAhV1YVSFfr9dfh+hijKEcevotd7CVF0D2F4gDC8D9+v0O3+GhaLJ2xGnQmzmAKzpX3pNen7ph91qx6eDKO5IazGqNK3Xkk5Z9c9/PDfRV0PAPwvcXDwEPb2XmL2RzI/roaq0Q01LBP1mVgqChdQaIn8mahMjNkHsLe3j8lkB0dHu6iqhQVIRvtEonagAVDErlE4ETB6MQJTpzGOwrCDzc0P4ty5DyLLZtjbewlK1Zgc3TGZI9WC78+5cz9jHePfAADr4wX2/RqNtvl8ut1V+H6IN974Y2YkgyDGysoj8P0IcdxnJodOgxzDvbvfwnP5FH/CspS38qOmIjY7frcBE/28bUEqhUF4BR3EuJQd4pJ15ZXhsp3OEKF3Do89dg5leQZ5PkWajnHJ1mJk2l2wE/TCIw+b0g+AEBhTqA5YOqGWno9bfoBRlWMnn+JRa8NgjGVXOdz91fvfwZV0jC9Y3QBlPtHz8mKVYduWZSCt1dO9NXw47KHX22jZaLzXYwgABlGCy49+EmWZ4ozn4xeDGIvFPubze3h2dhdX0jF2ZnexGyXoPvwMkmQTDz30cXS7I5w58yFMJjs4PHwFUdTHx3rr/OwTIP/h5FUkusanhg8hSsz1yrJD3Lr/PRbtkmZsHHY5YyfSCje7qxjVBX7t4LbVtTVCeff+Eqh9dnaX7/eteIjf3PgArszv4wv1K9iqFtgQIRyukxh2cT3ZxMMPP4O6LnDnztcxzqfYzo+4Sj1l43FYsG6X4UkApNDH7BmApi4ZGVUCTfFeYi13owQ7UR8P988gjocYlnPcKFP86cMfsk0GFbROVGVYpWKOLRvapJDiOOziRm+9xUKcxjgah138gzMfarnr06S9LfRVkyDGWZuM0u+fQxz3sbr6GCaTHZT7LzNovxJ00As7iBYHGBd7uGxDrNeSMwCMAerFfNoSfRObstMZsq4HACduPJ2Oj4XjgDZ4If0cs0J2QXOzu4rLi31eBFIRZwC82CNw8plzl1HXBa55NzmLjz5DQNgdI7K4sAzZyUWktBdg9snuK60W2LKAdCfq41Z3hHHYxbX+WaRegF+/+y1s6ozDgwvfVBUwCRHtOneUaXers4L8BD+vU3X6rqoh9vf/DPr9P4ZSXcRxCq3XWWwbxz7ieIez3ABgOPyqYY1UF2V5Fmn6IQTBATqdXWTZBeT5o1hZ+SN0u7cRhgdQKsT+/q+iqtZQVWsWZK0jju+g270NrUPLYoUAKnS7t+H7RwiCGbLsUaRpH1orJMmmNbjscV9IA0OlSapqwdliBLDiuI84HjDQKcsFlykhEJSm93H7B/8ZtAoxnWpk2b2WuNvUZ6tZJ0OgjUS1snRJ83/yUmpCc77feDbRdxI9h2HFDBSxWoABZsTAUJ89L+BtSMNlwlpDGxY8PXfdqsqxv/99NK7jFaKox4VQb1Q5nhW+SgAQBEfwvAqeV0Gp9zE4CoIOynKOqsrw2GMJVlb+CHfu/EXM5/dwcHAbnudjdfUxBqSkkaNrT55h/f45fCboMLCkFa+s6E4UOIU1eEVn0+1L8tyxk8moylkA6pZd2CpT3ErHuHXrVSj1Axwc3MZisY8iiHlbF2Qxc6HbuhNisWQmU1I2KzDq08jqtMaqwgaa5AS6B1Sjiql1y47cXOwh0goXxXHoRfu8H+BjqkKa3kch6gOeRiNBPwD2I6MFxU0bBkm9AKkXYNWG2TY2nrC+XTPE8QADa0HR6azg3LmfwcbGa5hMHkeajpG88q+RZYfo98/wWAM8fDnZYDC90lvHz3dXkfuRcZjX7VpkxFQcS9MX+gy6pgRyKYz6+cmruFgcYbucM0MgwykAOAz78mtfhdYKX5rs4Gp2aMKDlWZBLN1Xqg9Xek3ttEirpVlO8jhSf9VTxi8srcw4T1SFpC5xPYhwUVW4Waa4aBlKBvta4WI2QRpEpmyLzbbkBAlVYxTm5not0ei9l61nQRw917c6K7zgkeM9URWmxQxh2MVw+BDXS42iBHpwHo/01vGhlUdw/vxHsbm5jnMvfhX3738XN4/uYFQXeMpqRW9alo0ASOo3NQnJGJeuOT2/dy176xpA0jahVi3WDjD3asOG9R+1nlDSrkAmBGzZUO7/7Y0/RqQVPje7i4vFUcssUr6TaP80jgAcGz+uvYE8Hv2d+iQ1fhNVYlTlfG3Iw473W2VYsbIAoF3ahqQL47DLRazddqqAqSjmuHPnW6wxGQy+izgO0e/3EIZ3WNTt+xm0juB5FTY37yKKNlDVh1ik34BSXfT738DqqofDwxcxnT6LM2d+D6PRJ7G19bcRhiPcv//PkGV/jMnkK5jPz+Lw8JcQRffR7d5Gmn4Yi8UTUMrcqMHgG1AqxGKxi07nAtL0TyIMO1aYPkdRHLXCbNKhvCiOWmnnWTaxIcCIw3RlObesBJhpyvMpvv2tMe+PXKcNGPJRlnPOUKKwU5M915RckRNWExIMrBC6YKATBDGHLtnWIJgzYCLQJ0FeEETI8ynrtugcOzY7bTbbRZYdcPjqtFpZzPDtH/4bPLL3EpJkE+vrj6PTWcH6+uPIskN8PJ9aP64G2JjQodHB+f4CRfEIkiTHaPRHmEw+i9lM4cqV83jssb+FV18dYjL5GL7znX8OrXs4c+Y3kaYfxu7uRSGON1/9/ll2jU/TPRTFEbRWxlsGwNNWJB0EkQUkGivaCKKNNkNhq5jzi1Ua9pWezwJP6b5NYOsLh6/gxtf/C6RegDyIkHsBJlHCLzBiCVxavqwcF3KbaSXF3tKZmV5UqR9iq0yNGLVM8e0qw1N1wcDUrTu3VS2wVS1wUVg30HHlinEnHuDrZcrhsNNqQZkivP9d7MQDnO2fxWBwnsf2xbrAdcu0TYIYH+ifw+rqY3j00d9DEGSYTj+NbvcxbGw8wYaVV69+GE899dfw6qv/J+ztPYJO50s4OLjNiyulSkRRD5/KDlmG0O+f4ezZT1YZvm49kAiM7ER9TMIOp91HWvH/qZwDZa8RwHgyO8RTno+nLVCVE53LLFzIp9ioMrz4wj9C6gX4mGU5d8Mef1aWjwGaSfe8mLjou/ySTepqRnWBJ2223EKMqZEqsRsluCoKaFOyQqQVHlWz1mRb0YReFzgfJSZDyw9woz7dEjujusDnju6w9uqx3jq/Y79el0jqElfT+xjVBf7uYh/Phl2srV1AGHbtwrSHtbULWF19P86f/yg+8YlP4qmn/iz+6T/9c3jhBTPPPJdP8SnL7n84iPEdmIxWYrJIMwUAIyvcj6C5gPiteMjVAxJdcyZdUpfYFEBd6itdScFMVVAApMUzleklxusf3/5Si8HaowWjPp5159pWuGMn0kb8TcfbFO8xCgeSnxRgFgobVcYs0ZYtvbRVpq1SPNLvjvYlwRKN0/inATBpXWOx2EcUJbYe0wWMRn+I9fX/FqurX8JwOIXWFILL4PtdJMnHAQBluYe6HqIoHkKnswOtX0OefxDz+Ufw+utd3L+/i+n0byGKzyGd7yDPt3Bw8NewWDyBvb1fRRzfQadzG1n2JLLsUUTRAYJghk5nx2qkGjNLABx+CsNOK7OKWCIKn9EXFbxN0z0WY5flAkVxhK9UGZ6xN9aAnLoVvqMQGh2XJnzp7eTWuTPX04Cla2JwPwOgrhvvJwJM0kvI6HPOs5mlAWK6ZbxZVU1JmaZ5zNrQeRswd3qruo423jc7usbXihl+TlV2ohviscc+i/X1TTz00H+O4fAa8nwbSnURBAdQaojp9CqCYM2ybHcRx3egVBd5fhdZdgFZtoM03cZ8/jNI0w7Kcoa6/uuYTl/Hq6/+Id8PYgOHwy32e6KQku+bcipN5phhJLvdiEM2n64y3LUvmU27mh7VBcrKiG0pzi7ZA54sVMPmbVv/n7E2LESp2j43qWArWrH7lj8JTsyeY+2ANQ2c+FFrJXpTG8E7gZ2JH/FkTi8m+WJkwa/Qv4yqHFvw8OrbKGnxbraeqnDFhjF3skP863yKSRDjk2EXcTzEpfMfwQc/+O/g3Lk/wtmz/wU6nR3E8R0sFk/i6OgqP7OUuJHn2yjLPaysfBx+8D0sFvvY23uJxwxlyu1OX+N7SQsfWhB9bHAOWivk+RQ37HUkcStdO7q2V9IxtnTauh+utsdlDSTgoN9HdYEL+RQLv6m5NfEjvnduIWJq7oqf9ie/3KwtCruQr5js26XsENvFrG0mCs02BpIlkIJlLqFiwWSE5RPde9W6qsblxT42qwyXskPcSvcYnGyFHex0hnj0A7+MbP0ifv2RHpLkO4jjL6EoHsLrr3+iFR3QukYU3Ue//yEEwRGUqnBzfg+fW+yzBxpgal5u50cMlvh6+wFSaOx0V/naE6iOtMmEpZqRF4sjbBczbNZ5i6mha+9mR7ptzWtn4FGGpgTHkmGSITY6xrJsOffnfa2w7vkt2wFoxVl1UntEY2QDjZyAwJIMD7osF9AGcKO6+OlgmCgDizKR4niIc+du4+GHfxOPPPIf4MyZX0FVTVDXc8zn3+Wfy3IPSuUoyzUUxZYNtd1CUTyENP0QDg5+CUr1MJ3+E3Q6r0LrEEWxhf39/wnS9BLG45uI4y10ux9CURwhz/esH9QKhsMPIY53kSTfgVJdDk3J8Iuh4YEoug/PqzCZmPpkZblAlk1ApVlIgJxlB7hmqeYIGpta4UV7Yy5ZxgEAgxHSGtHf4ngIreuW2zkBniYUZya4ayKuXHo+vkkvTFXhGc/ndHiySGhS4usWYDJMlgkFftMOtqtVjsiWCJFlXABYgbhemk34XraOro2OoVrgYj7F9SrDE6Nt9Hrr2N7+IS5duoonnvhrWFv7W3jllf8E8/l3kedvYLF4EovFE6iqmWXNDhBF96F1iDyfCsD0YcznH0GajpFlh5jN7uLw8BW8uvMcv1R24gF24gGeLY6YYSDNWFlGiKI+g0hpchqGPSwWewA8Xu0QM8OaBAugVuqCwx/HJjprSLhVLZDasho0wbUAk6DgR3XRGGOqGokAUImul74gW5or5SPya96WwnnjsIu9sIMExhclyQ5a2XeyD6Q1YXNNe2w691vv/nA5sXW1mehoZfn56Wu4FQ9xs7sKtf1pnD37FH7+59+HD37w1xEEPw+tM+zt/Svs7/8efvADsw9a1KTpHgOmweAyut1tZNkh9va+zx5EBHSezQ65BMgfBDEuiBf1YHCeAfaHyznGQpOWegF+zmrG6rpAudhHUpccDnPDJTLU4YIdyRxGWvFER35CsCEccpc/ycna/d0FTMfCv6ot6pVfFCLZifq8aKDnwp3MZbbdXthFT1UcWjlponuvWkfXeDI7xIV8yudy15oo/tbaBWz2NnD58kfx+OP/M7z//YeI43O4f/+f4fDwM9jf/++R51OeD4xk4gDd7jY8r0RdF7i82Mfnpq+zxrGEh5EqWd+1q/qt+1PCw83uKq4EMW5VGbb8tBU+Tf0QNxKTKZuoih3/XQbo4G1cRxpH9FlifGgsSbZcfqfmgiU5lg60wr79orbu+fy3dc/HRWffNIbkc0AaKRpHO3XB+3zcDzHww2PgLlEVghOqV5wqYKL047W1i+h2R+gPZlgsnsArr/xtDAa/i/X1X0C3uw0gxKuv/X1MJ1/B4eEnUJZnUBR/AYvFEzg4+CUsFk8iTT+M6fRZZNkFHB09Ylge9ZcRW1BT1wPMZtuoqqkIRbVDWU0GXGgF42e4cj1lADXePAeo6y6AyJZomYPYKOlFQ4DmGc/H80HEPkCUfl3Xpc2GUwxcSIdE+iDD5AQtQEWNgJpp2h4nZgbrm8ROoMKLaEwPr6omY8k8pI1+hzLCKBuutP2nB7mqspZDOcXfG6D0o7nrvpOmAXbLvtVZwQdWHsHKyiMYDh9CGN622rUJ8vx17OxMsbf3tzAe/xqy7AIODnZQFDMsFv8DhsOHcHT0v8N4fBNHR3fwla/8X/HHf3wGh4evYLHYx/37v8+AMhfpvqTpAcCZYQQm8/zIMnrmOhon9JDDMo2316JhlxwWgJgeqtJNRX6BxvHbrXpOupVI1WxCOPEjZnwigP2eTIcBqJJLUfCK0Oow5CoMAE9Cia6BWrALtuyLBH6y6rdsEz9ikET92437rSLGp9nIoZla6hufnGuDc/jCw8/g8cePsLHxAUTROl544X+B/f0/g52dv4vp9DG8/vrzqKod1HWJJNnAcPgQXnjh/4zvfz9BXSsUxQwvvfR/webBLVyykxVdM3nMS9khdusmXXvTPmfEHJNRaRoYdqGqMnzFXu9LNgwH4BhAkZMIF0m2YEhmJT26JJuzZ0Md5Ea/GyXs0t5TbU0SHYP+tmxidMG+7C9d96lutDQX7d97znPh7ovGbOn5mNjssrdrK/BuNreWXGLBW+qHuN7bwM+tPobR6A8xGHwDt259Gmn6YXz/+/8QR0d3cPfuPxFyjgMcHd3B7//+PVy7VuJb3/o9vPT68/ibkx1csHMSZa3RtdisMlxO9ziUz3YlVj85AtiCgfyeIq1wJR0bM9QqbwFMui8uWFoTjBFpfL5lbUck2JL3mO4d3yPbb1dzBBwfG6XnY83+vn7C/dzXCutaAfRu8tq15Qg8yczhZftY06o1lmjB+WPXkns3m+f5Vix5DnGcohPvoqrWsLf3q5jN/jMUxRvodLYRhn3Mjr6J/f3P4u7dv4q6XoPWEYpiC7PZNsrSCLqLYgtleRZZdmj1NucRhk+wwJm0Q25tNVm+ROsQSoeoizOoqg1U1R7T7S3tkl9B1UNrBXAIpUrH26kJaTxvAcdVEXKj73U9AYW/aEItS22z0HoWXEW2BEMDtI7bFWg+n6tLbi5lPKVBhKjWuFGXuAyPi8hW1YJDasRcEQh6xjkeWROQAae0GTBaqdMETE0Ntd0owbbN1upa75ai2EKW7SCKNrC396vY3f0buHPnLrLsK5jP3+DQiAE3CrPZXeT5FK+88ofQukaWHaKqMrxkHcIvRIlxzLYviytBjGv0grDAtSgMa0X+TgS2Abd8TcXZkqv2/lCojFLJ6YUhi9tSo59HVd6aLHlisd/SOOQV6UiV7GBKoMmlw015hYA/syyMQ8LQMmhYLkPzK64/luh2vaYWm2C9T/j87ASX+qERiJ/6RNeMWZkVdCnqYzh8CBsbfwdRtI6qmuDVV/8jvP76f4hbt55Dmv4xjo7u8DsiCCKsrDyKO3e+zmC7KGb44PgmZxaV8HjSkl5KFL6kPtzSJsT5aDzA81ph0y5YCKATWFqWrr9s0gIa76O71jWZJtZRleNR8XmgPZZkWKX0I1Nixxk7y0ItEjwsYw6ouZoVGl+SJXA/t4xtBcAanh+nNMo7bdqWJgGaPlPZjstRYo2XX4bnlXjjjb+Kvb1fwve+919hPr+HF9MxxqFxhTcLuX3cvfttzGa76N//Hv7K7C6etL5LdL3DKGHmOdE1s8xkBRJB87ibBHFjQ+JbkX1dcpbmyLLT8p4tY5Zc1uhVyxQDJwMSyShKQEIslwualh1zzfnbgWWWiCGS7NO2w2C+2f7lPuTxqI8LP4R6p6VR3o0Whj1sbl5Cp7uHyPormbTobXz72/8CL7/8bfT7/3uE4QHu3v3/IMsuYD5/woa+Du1e7qOuRwB+FnU9gFKwGpTDVtiIMpuoPIOcxEhLolSNo6N7CILYpuQfcQglivpQqsRisY8smyAIIpTlvZZPj9nWMDW+30yOnwIY6Bgxt0n11Lpmb6XjE2nGQI/MLU2oLuc098ZdWsMVfxPoIe1L6fnN5KaNVoUy3Sh0mOdT5PkRM0x0jZoMM+PzRNYEANiziTIGO7bA7Wm13PNxPdnE+sYTuNpZwWBwnu0PXnzxCXznO38Xzz1nhJf7+y8jy76K6fRVaw5qChzT+Wldsx6ttqJsWvGRf81uXWIUdnAp6tvwZAdXs0PcLOe4qYwR6M9aBpHsDEhkb3x8PIRhB1WV4YYFWBE0tuOBWXXNgSQ0QkyQsNszjsbELOzYbVlrIIoNUyOATI30DVRe4GI+5YlSZiCVJ2iHTprs6EU4cl7SchIvPR87kdF00ViU9D076lrRquzPabXAAjsy/fuD4UPYifr4iB/g+9//Hdy58wt47rk/hyCIce/ed5Blv4H9vZeMuNSmSf9xdxVP2LAtMbXX0z02VKRrkvohdv0+duIBrvXPsscVpZ27uq4XqwybWnHIUH7J55usG0aqxJPZYTu0KyYOuuYUntgq01ahVtfYUN57miRpgiQRrZu5KY/phtlcUCXbqG6Ke8v+Ul+I6XJZKfrbhr1+1E4XLgGeHUcEuPcovT0eIpn8EC+m93F4+Di63f8jZrPv4vn8q/jr45vYKub4VV1jN0pwPdnElwbn8ZkyRZqO8a1sgr+eHeKiLTIsz/t2ZwXjsMs+W1vFvGWUSRm5kRg/28UMkapxBWMkquIUewIHr1qndxJSH9Mw6XZ4NNKmzArpgpYxgayhqttlWohpIhAoi0O7zQ35rXltLROxT/vaiNJHSz5D23eInbdyhYvUH7E9HTP1wxOB96kCJiqA6ntz/psRcofY2/s09vY+jW7vAFF4YIFSirIc8+RDnzcT/jqHwkyYqxE1SxAiy3qQaJmcusnskVy1AWMdQGwRgSOT3ebbelkF758AWjs8ZZoUdcdx3/aPnMAbqwBqsuwIfd7sI2hlwi0rkULg5nmtMLLM0zJaXF6bRstUOn33hBC8KdMiXcgpsw9Aa9vTaLWdKM5bPyBiC8syxf7+LRwdvd5sa41Av2KNJZO6xCTs4EPCwFIybHSeAFoi6NIWjSaAbECyecmXftDSmRHoresSN8vUsAqqxHZ+hCvlnF2OaZKiDKFRXZhCqarJVpPHp8KoLeG2LcILNCZsia5bTI/LOLARpvgs8PZN7uizkWpKrdALljP5Ar+p8yRWmcf2Ad1yoj7NRsV3pdFgaQsHHx6+gsPDV3CzTE0tPnt/vnB0pwFAFqy8BOAJNJpHMltss3dNDa4LUYIXPGMOeNOu+Il9outBoJYyKAnokoljpGoOZ5KhIfvS+Me9bijUJs0H5QpcsjZSx0H7pT7KdpIoWOqSlv3d7ZfLRLjM07LPnhQGLD3/lCXfDeOd+qY8yCSIeaGzXcxM/bzZXQAGPPypKsfTiz0+ZyoXtBMPrJFwyc8whUAlSyMBLJ37ze4qbsVDXCyOGu1aXbbGDwElAs8s8A9iFvwDYPbHBbkzVWEAtMaHBEsHWh1jhKi5OrqT5ia3LXsnkdh7Wahupip0xNggHdS6c2w5zl2rBdrmpLfSqYu+03SMxSJCFD2KlZUe5vMNTKc7zNpE1kOnKL7V8iEqijmv1AGg01nhVR2gOYuNABJXko8S9HobiKIewjDDYtFjlqapLafEcWYMmEhzQvslETbVnUuSTf4/MTYNiGuyY2hSJpBFYlGgYaIAjz9HZS7cEimSwZDhOQl4aABI12IKmbzg5XharOiIWSItFwCTAp9sCsPNrAX+aGLodFZsjb9N1uicRsusfsl46BiWjbylsuwQX7MC1kgrZlW+YM3fxmEXu7qGErXy6BrKEKzvh1yU9f3JJh4TJp6mVMwqPtVbZx+myWQHeT7FwewukrrEXTuxXhWrv+38CFvVglf6pBe6kWy04u3086jK2cuIVpGyydAOgNbDn9QlRl47XXi7mLUmInd/blu2GiS9w0iVHP5z69wlyiQ7IGocp6lPtC2HCOyLejdKWIN3Wm0/6OCLq+9j/6g/PdlpCVUjVePzVpdF5Tcu5SZNm6+zzUYKghhbWz+Ls2c/jPqP/2tgsc+sEZn63eqsmHtUzBDZ3//yB/8sHn88x97eBzGdvob/5wv/CF84fAWXskMOnVBzhc9RYZkE1WjeFr4j8tftdHESd1P/l2mOZIu0KXsS+SE2c6N3cdOy6fPL9kU/S1Gy3PdJ4EgySjS5v2qvIzFq58uUTTVTLzDGjVEf2Smy3QBwGMT4vZVHAICTHYiNKT1hNgqNi/kUK05CBIGmDVu66ejodXTn97AzeRWXLaNUej7X+6Pw7KXsEDe7q/jd4cP4c0/9BfyJD8zx7W8v8Nrrz+Pjr38Nl7ODYxmG0uNLMo9AGzRLATRt+7Kq8DgMYKF6hRIcDzwfNFpPYqUl6yj7Qm0ZqJZ/p/1+1LJErjDcBUZrAAbM3LbDg7tRcmzhIAFp/dMQkqPwTuP3c4adgilMVNclfD+wwKUClfpoyjIUDEJoXzSZUyiryfrK7N978EnvakuMDAbnGXwQUDIFenMBoGrrn5LY/i6gVMmfI6AiQ4FkASAF4NISgFLSXVaGwmt0nnVdQqmyxQZ9U1XW26fRFzX+TO3G6f+ez7bwAFp9ou18u7KWxYAleDDXNOACtsbkr49OZ2j/d3pEOFGlN1j4DlxWTSkZpoBVbQCTXZnLh+WaqvBpkXVIteaMwPsIdZ03wuqoz+J3at3uKns/dTorrKGjSS4paw67sGu2Nin0ZB5JgMlNvaUXIrUI2rBdVc5+RqkXAKLivKvrYJZDsBVuyA40aQrq2WV75IRHYla3b0A7lMMFMS2zIl90UlhJYOJS1Mfjcf9UWUo6t3HYZZG6K3QHwCJ2ArIylEHAkEFM1EO3u4qVlYdxLzvAdavNIhE+3VdiqJ7xfOv6/CVMpz8L3zI50mOJWE7JvMg0fwk45Kp5GfMCLNeV0N/p+1L9kZhYThLsLmOPll1z9zjLtl12Djx2/IBZWNbVhB1Mwg5udUfITtmeoqJxZMcGsUJAO3RI4HOZL1bp+XheK7xPlVyy6Q9WTN05cn+XYUdAiKqDyL63m4X6SJXYEOGzZWwgXfM3+x+10vNbYISAyraTBbfss8uO547bZe3Nwrj0GWK0pB7pzfZJn3X7K99zU2bvfgqcvrVWyLJDFkYGwQUUxdzqg8w2RXHE9gPtST20A6LH4TMCU53OCpJkE2trOeL4++h0XgVgAFlVrSHLuqjrBEURQimT+fSxj/0qHn74HsbjDIeHn8W/+Td/E1l2gMKiZ9o3MU91XWKx2EOeH6HbHbEImjQxhu2IQPWjZEkUmpQ9zz/G3qTpHh/P9VqiY3/frji3ALwQdnHFFpQlY0py65b2AqxxEg9EBG0BKYUQPQZ6QQDEcR++H6IoZq0MQSpia17wZ63IemDd0c25n1brW3BGTrI71vNIqQrfVBU2LbNExSzJEFJOMJMgxotVhgtlin7/LJJkE9vbz2I0WsHBwQGK4giTyQ4D8qrKsFjs8zU5e/YpPPzwEE899YtYW5vhN3/zdzCb3TWiSnL3tam/E2EbMFIlRoWtJSbuC4mCqQREpBuH7mXtRrLBq7VRleNicdSAJcvk0OepP5t1kxGz8E0drzSIMLGrNcCswgj0QLzMSTwqgR3QvGwY5HkBYP1idq0vlTSuHHuRKYURD7AbJfjlMx9Ckmzy83OarbCZRFfUmIFRCQ+wwmgyWUx0jQuWqSSwMdWKr/s47PJiryhmePLJfxtPPvlv4wc/+H0cHd2Bf3QHN6qmphutap/XCu87fAU7O/8udnZ+F3t7L+FPT181qdl2PCSWIaBrLS0EKG2a2Ao5oZaeCVtH2pSooeZ60NzurKCEh/O2ILDUP0l2CjjuxCz3I9PHCUwuY48kQFtmVyBZFxpjY8EiRdB4tGgMLCd+hJ14gBvdNdzqjnDh3M/gtRf/+bs1RN5WI4E3mTdSiA3SPsNr9DwEiCVYGoddXJnfx87OH+Hs2Q/j3Lmfwb/18DMAgOde+hfYmb6Oy9lBKyyb+qGxqZjdxT/87m/h53+wjvXd6/j3J6/iQnF0zMKBPiMXB/Jezux9Hoh7IhmkURCjBrBr7++2aoweaYwR+7hMuyYBExlSupYBA3Hv3QWBC4SY2dI2W842CRDl9jLDj/pBXzTGyA7ii6NtHLT8B5t2ygyT18r6ko3QsfQKonpecvKm1HwSSft+aArqJhOsrf1LxPEufH8BU+MsRF0PUddJS+NkQmxHCIKBFUIPmx7afgWBz+n/BriUtm85Z0VJc0IDdsyKUJ5jEEQiS89DGPYQBJFgcA752BQKdMOEkVYs5lt6Ve2+aFX/jGWNAOCqH+IaAHA2g24xTJKhkscFwGaa0n+p0TIpAAP4vjpVhgnwcCWIkcq/2HvwdF3g9pKHFABnKE18M2mXVvP1C1a4vrKyjrW1/xbD4Vnk+aPIshW+/3QMwNyjNN3DdPoQdnf/A8znz2E2u4tSTG6lH6Ak4b27orHaHWJ8CEyUEtgKV2+gqVpP27LYN4ixBQ/b5bxhdPwAUI2GSYbCAHC6rGSH5DHdJs8Jyzdp9dWdNEeqRGkN8+g+0H4pjB3bBcBpNroilO1HjV7MBBLdxuxYZ4jnBudxo7eOz9j+a60wGl1Dt3sbr79+kRnbZzwfL4adho1SRuR/ePgKfD/E/v7L+PbsLv7Skuw3Op6cZKmfkvGRuhN3zNHvJPqeBDEqz2fbgmWmpW5obBlYkn15s7aMuXL/vmxyB0yosfR8ZknpOvBYR+PlZSQRp1sahc5Dso30t0jVZgEhLT1ES/0Qd8Mervc2cKs7wlNhR0g0mnctlTWS7Bpnplqmczy/j88s9tm5m/oAtFkVOY7kfSXwsraEXaJtXcaPbE5cywD5uWWgaVmjFP+309zxRDqlNe94SI9+p77SZyRTKtlWWjic1NdTtxWgwp1NIdnG0ybLDllYTQ6oJsssRhB0GGgAGkUxR5Js2EK2/xibm7+F9fV/hTAcYT5PbJ054/Q8n9/jPkRRH1EUI8+3MZ3+Nsbj/wiHh79gLkbYhVzpet6C0+9JW/StbILLUQqjOartduYciG0ivQsdL7YhB8/z0e+faTmGp+m4NSnXNaC1AY6Uvr5l085J5NmIzpvr6vuhrTcU8DU1x0/wKVXhBzbEJEXfdFzZHwplksCewpwU8iKhtMnii7Cy8jA87/SkltSv1N7TSNUIYgN66tq4ZbceVjTgg4qdfnT4MKpqgedz49E1Gm3j4Yf/Lh555D/F1tafRFG8gddf/38hTcdszEn1AcsyxZ07X8OdO1/Dt78dAngW35l+yZQiseNh4tv0fFHuhAW3VPaBJiAbLpSCXFl1vPT8luFj6pvq6PQiuphPTS2rIGJgFdnVJzFd9PBXXjsMk9SlmURV2w4AMMBmVBfMdlA4iJsoJsyf8RrnZUptZk8fL2DgT6vsb45vYhLE+LmVRxxH+dNrMkMvgsaoLoyItrOCK/P7SOrSmDmieVHvRgl+d/gw3n/hF3CBXsJRAqUqPPLIf4rNzX+JF164jro2UoPntcInrSP8zTI1YuD0PpLpa0i+/zt4RFX4pFZ8zwCw11jqBZiEHYyqHNuy36ptNig1IgRYARG2stYCqRewYHynYxaKaRaZMjzCeFBOsG5bBtwku70MUEnARdsQyyQ1Ve4X+UBdsBljVMj1bpTweL+YT3Exn+KaVqjKFKfZKEuOGFwCD6EYU6af7RAd6WiuDc5h4+GP44wfIQw7XAVjNruLopjh1aNdXM4ODUABkPhVk6VaHHHWItkISB2bHK+Vd5y5KT2jn6IQGwBma15WlTGHtL8faIXEMq8EPnZtSRpiM2kcyDFDYETq76jJLDc6xlorSnK8Rdpol9bEu+z7qsJVh+WUx6d3KABmTeVYJ3aJnqnPT1/Dt5aMe+AnoGECwMJu0iGR+HiZY7RStQgXReh0hsxEkSv2cPgc1tb+pbWUH8D3f4gg+DbC8ABxvIte7/FWhllZFrh//y9hsXgC4/GvYT5/Cko9b7VIigEIoC2YMO7cYdjF5ajg1XBd18ZzCaRdqmFMMxsxOaWvk64JaNyfCZhQ3xq2yoTNrsIAnBetQLcBROb48nrR3+T/zP7MquVRO2BcPyeZnUdfUojemHwW9n6Yor5BEFl9UwdKnaIPk+0j0cCR1bcRMzmqcsOqWEPG0g84K42ySzqdIYIgwjMweqRebx1leQbT6bNI07tYLJ7AdPoa+ypJjRolJ3xFpMNu14U5jr0d9PNu3G89lBMrjqcX1bJGoIKABb1gqBgsmU2mQWRYprpgAfcylujN4vl0DLlt6fnstExBQZqYRieAGsrYg99MsNQXuvaynhyHeaw1wjwwmYen2QJtWL7UC5AAiFCz0H7XTsaSeaEMKDIUjaC5zBOB9cViH9/73n+DON7F66//d/iWtSG46PlQfojrdYFLxQzbxYzDxfIYqRcgDYMmk1Er46Bu/196Jg288nxmjF2BLnDcw0jqZlI/bFLPSV9nnxc3RLbsZ9lcHYzLbrk/twC5A97dcSqzyOQ2BDqYERB1EC/mU3zjlIvv+nYcySbDUlTWhhotKlI/xJ4Nh89mdxFFCeJ4YLOyA8xmu3g+n+KvHL2O7fyIwS2BakogOW9F5pLFkawk9UWCJflz6ocYwAClfd1O3WdzSNskQHfT92Vz2UIJmE9yEJfhuTV1PLNW7nMNbXB9krklHRtAa0Eqr5G8FrKMyk8Fw0TsRre7Cq2NIy6ZCJKRI9CEP8xnzN+oMGaSbCJNxyYEEiVIkhpnzvwWzp//CwjDVXhegF7v/YiiG+h0dqBUF6PRAHU9RFmtIVusYbHYx+3bVwFcRVnOUdcvcAYaCZyjyNDVBMw8L0DHZvzIFHvAGFVCG8NHquNW1wVeqHJctp//sl35/Fx2aEtlDK0APWChuG9XGcT+EFh5Ek3YiZyjSbskQ5UyFEgArdMZtsCQ/AyF3iS4k+HP0FbIJtapFCyVFJ3XtSzJ+N42GkMX4yGu2XT9G/BwGcDtMsW2NVBMdJuVI9fsT9mK9MSSDYcPYWVlgDT9MIriIezsXMF0+hreeOPLqOuCNTY0ZgHg62WKy9b3JtKq8dGR8X8/wk4wZCHvxI+QhB1M0OHVtYz1U1o50FDGm1WG89bPh1fh8HCxMzQ1oeIBh1ho8qV9USOBuCvQpqK7bjmD1AtQis+wQ7AfYldocJb5N0WqxpY4J0CYCvqNjozChJQFeEtVmJ5ySI6MEidhB6hyJDBs3FaZMmAcOedyN0qamm5Vjj84uI2fW3kESbKJopihLFPcuPGbeOjgNv7s5FX8T1WJ68kmduIBvhj2sGWdmbfLucmEs0J6Suve7a4i9UOTDg4zOaZegCQwzylpq6iVAgjx3wR7I1kiWlVLhuDRYmaAoHVbp5CdBFwnibxdxoD2TfuXLMEy0C4n72WTkytYlmBpz+rMaCxRcepkUeOLS0TM72UL7TNBLAo91xQu26wy3I2SVqhxHHYNMxP2kNQlzo1v4mZ3FaPkDHbyCbaLGf7S/sv4T9IxZ9v9Uf8cZ6GO6gKPFrMWmyOBDAH+kTM+ljF49L+LWrHedU3cLwlkXlYV9rTCB/wQ656PS/a9JNlwAEvHUaQbnZRscv9uxtu2O96dcUTHvCoA6bKxRCBINnec0vuAxlvnBOB96oCJ0vBl1fem7lZTY43CRMYYMbIZapVNcw+wsvKIzWx6AwcHvwStfxdK9VDXQ8xmP4vF4s/jjTf+qtUwDVDXNOkfthgg6cNj2ITI0Rg1DJDMwKPPf1JVXFzXsEM1C5BHusY1VeEqGjGu1FFpHSKyKe50zgY0ddGUbVGta0FNFuaVcW/paE4ZbtT/slzwz7IGnGSdKGxK4FHuGyAheg2tDcA0hp+nF5Kb6yb7EarkFPfrfoBNrQzzUgUchiDqmFbUXytm+NThKyxiz/Mp9vfH2N9/GFpv4bXX/hCz2V3cmewAADZtPT3KhHsxHeNSmbLHCb20qTgtMSmJNkWCqSW6ZpaJyo9sVhmDBtIeyUbeOS3zPjTiXWJ+iJmgRpl18mWVej6HYwBwuYutYs7ZemMxEckmy7O0dAoS5NnvXDZG6K+YYVqiCWI91ymOIaCZ6EgEul3OGcDICY+AROoF+O3Vx7DTGeJDw4dMRuZiH1l2iMlkx77LSnizuyY705YSoeLCz87uYrPKuHL9RtXU95Ip6OSrRJqYBBVGWZMAIK0YiGV1xdwuYALaWW80wbOoOzSfk6FHueJ2BcTEktCxpbZIAgI6ZqgVa+dCcXxXqC6/L/uZGLbWeUG3QsreCTXA3qsWaKNVokw5mZ1G578idEN3owT/m4efwdn+WZw58yHMZnex8uqXTTHdusTVcs6mp3IfpAUkRkn+n7ahcQQ0GamSaQLauji6B+Owi+1ihu26QGrHz+MCqLg13aTeSTJYbmgVaLOdjVAFvF1C1iWqOgbuaCF6EggiwE3apXTJGDrpvbKMkZXh7ZNiJqcMmLRj7tf4LAGkceq1GJI4HlhtT27ZoBKj0aNYWXkEnU6GIDjCwcG/hfn8I1gsnkRRbGE8/hmU5dy6f+fodMi6YGH7oRgkkbdSI3TuHAMQ9H/y+6HfyYaA6HECK1+pMozsSyT1AlwDsGknsMZSYWHtDhqAQ15SVbVgryg6bhDE6PXWAcDWsQPTt029OyMsd4XmjdbKZ6uCqspBIVJZJ86wa8mxkizt+9hk9BXF/FSFlpFWeLHK8KGgKaqIEEgFGzAJOyhVk4J/I9kw7Ee1wHYxww+KOR5bfR8Gg/PI8ymKYoY0HRvn8ztfx6XsEM9YoHLNaoomYQdbZYor+RHXTeMHzDflL6Kwy2zWZpXhcnbQAkml57N+ZLPKOPOMQxI+UCr7olH1MZ0KvzyrHFFgzp1KxNBkS0zTqMq5eKoMCV5LzgAwhXupBh1lEe7EA8OE2bHKL1+HoaJjyEw+6lvqaAmk9uqklqhqKZh6LxtN3Lthjyd8FqpXObb8lMOKdI2HZz6IjyebWFu7gKOjO0h++G/wnewQl+oCO/kU28UMV2dvYLuYMSAaqRJRpbE5MxlUT2UHLfACNKCDjnU37CGCZm2KnJD2wq7xHLIsI/3PZRqWhdQkoyOZGwIi46DD43SZPw+1SRDjm8kmAOMRRr5IAFgPMg67nNggkw7keJeicnks93jyb6yTsiFgs4iwY1OddmEUE9qNoBuJgJh0ZVYaAAa6Tz7yCayvP46LFxPcufMzuP/ql7FdznE5O+BF1IYDiMjSgnyeJAiSoa59rbAljgU0gHqmKi7xBDTZlFP7nqB9lZ6Pjh0ny1ihPWKBtMKaOi7ypoUqhezcRAY6TuobPzK6RgQE5bvDZatc4E/X1QVpbnPHlguY3LDmScD71DVMjT4Ilt0xL11KLSZtjCmY20GnM0RVZdjb+77pcNixwKUpmltVa/C8CrPZORTFDJPJi2wSqbViGwMSNTc6HZOWLzPDsuzQ9jFCVS1sjbqQQ2Ik6ubMtDLFp8XNqOuCvTOoPeP5+KYV1zbgJhCZdGa/o9E2RqNt3L//XUynr2Gx2IcpANtk1hk2RzOYJFaqAT9RC+Q07J3xjaJacgQEZSYgAPg+uXt7iGMycwy4v43zecbhuNNkmDwB8p6uC84WIXBK4udJEGOlt45+ZwW/unUFADCxrBEBxMZ/K2PAdMa+mHbDngkn+RFGqsTV6X1mHiKtjk0EQJOJQSEyAkUjUWl8J+pjEg9ws7uK3SjBJO+w108C8cJFM4Eu/JC1NgBYvwSxPdWIu5FsYLszwnNWEHopOzy2AqSsolGVtxzBR/Z6EoByPaFYi2FX0yMvb2pSkQO5bpdAYCBgQWOklWWbgCiwkydlAJ1i8+ytSwNTpFi+mEmYD4CB5LX+WfzcE38Go9E2Njf/BXZ3fxHj8U1s2YXDZpVhu5gxM0VsDYlNL2YTBtrAcY0QTRpyInD9ehJVoaTxqY0+7mZ3lU01e4J5kLoVOg/3Z1dca9gaW/vOhoxofMi+8WRYl3jUMnOyz6yPIa8x+3ukakCwRLLw8oZNyafrIs9d9pFEzal9nwJN5mXpByfWAHuvmgdz/2j8jK0uSQJOOgdKWzfv0QX29h7DbPYSbnZXsZ0f4aIdB5t13gr3E/tH119eb6kJetn+bZu+W4scamte21xSApldG26W5U4irXif1DZOALLLGBsZ6pfp/HIcEaiUxroSpJOYfRlrJd81NJbdgsAngXDZvzcDU247ZcBkWjuNvWYAQ19BEKPfP4s4HiCOB8jzKfb2XgL5BhnAdN/6LPnI8w0oVeHoyFSjPzraBQCrO6mR50coyznm8/ugtHoCG7IkRpN9FnLY0PhFxS1jSmJgyAWbqtRTKO4q6ULgAZH5TOmZ2m7Hi+kG9ngdJMkmVle/jfn8IRTF3GZlLdDpDI+JtAGIEF6HQ2VuiE4aZkrxsvyf8ZM6fg0kYyUtHYyGqdFeAadHg9PrkPpjPIeK5uUiHKTPdlfR75/FuXM/Yz7rNaJ7Smmn719d7GO7mOF9NMFb7U3pB0iqBS6ney1WxV01A2CARCJsnkREPTXAvOCpxltSl4Y2t0VyQ62OvRBaE50NwZ0EMB6NB1hZeRgfzA5RFHPcsswaHZf6K40RZWM3bs9vwot1yanREtxEWgGWpWLgpXTTx4CYgPZrxg2/nDZYko1BtgCglKpN/RqHXdzsruJXN4fY2Ph/Y3Pzt1CWZxDHQ5TlHF8uU1wllsqyc/QCpwk00bVxzV7CpkiQIL9TkxOFtCYAzEQXhYrvsdxOjjl3X/Qz/S4zIBNdY+x1sRv3Oey7Xc7ZyZonGptV6E5MvPIPe7xt6fm29E/zLHCygmBQJEMjm/tM8N9Fyv2bTXTvVfNEKDr1AkxFRqxsNBYIONR1jslkB2m6h90oMZ8pjhDpxm+LgBi9zyTYkIwS0GSc7Z1w/dzmgpO9sIuFw1wdaMVskguUTkrjl43ADiVLpH7IIUsS8y/8EJGzUHCfBxcwSTZIJgFIRovO7Zbdx7rXiMVPai54WtZO3YdJqYqLVQImJT8Me/D9oMXknDnjIUmex3B4DWn6BIrikwiCGIPBeSTJTQyH17B/8EtI044NC5U8AdK+ut0RSlvQ0IgyTShLAo6mblzeEj8TE1OWKfvEyNIkMpQWBBGLvYku5UFuAeFVv3H4JqbI83x0u6v22mjk+RTz+UfQ7ZbY3HwSw+FWq8TKdPpaq4/EdjU+NmZC9G19MzIAJc2SDD2Sd5Tvt81BG6AEey3lecYIAiM4J5Dmhuve61bY+l9lmeJ6XeAqCZ7FNrSaJbH2hQv/FYwT7l9Gnk+xWOwLAGhA8VbRFELdjRJc720AMKGrZS8fEk3z5AivcRR3KGiZJXM5O8BWteBQlevZNA1irFgmy13tuEwMCbJv9Nb5JWQSI85gdfUx+H6Iw8NXMMsO8eX5PWwVRmxM5nfyJT4Ou2xfQGwQrda2YEqDECPlTtoUCixt6E6CScoUTHSNVIHrpgFARJPAT8A7R3sNgCRtF53bOOg0Dt1+iOvJJj4dD7Cz8wO89tpHMJ9vIc9fZ5PaZ7zG6FHuj8ZFYhkUN8wFtEELvfRdzQlNsnLCoLphzAba53TDb9eUk8BJ6lokCCs9H3thF9eTTYwsQ77TGeJa/yze99hnsbHxBL722ldxdHQHj49fxHY5x7YVHUtARI2q2d/ornEom8TZo7pgpo3GF9U4kxOW9MWh3ydB3AobpmF7+kpUdeoaJmo05idBjBXLqEiR+jjo4B+c+RBudlfxqYPbODi4ja/Za7hl2V75LNA9ut1ZQeoF2KzzFuCmbDYCSmteky1G93hUFwys1pz3UKQb7ZwEeHIMSvG3BE7r9stlfehd92J3lUvAjMMu7oY9/O1HPoFPrV/E1/ZfxuXFPn7t4Da2ypQ1WdRvN/Q7CWK8aqUCbH1StQv2yhClq4e8aMfRgXieXKG6e9yfGg2T53k8STVCZ/M/yYoYIHAH3e5tDAbfQBAcod//FQRBjOHwa4jjXYThAQBYsWWOslywq7ac/Ol4Tc00M7Bl8VvSMmmtjE2A12iXrtcFnlGN7bzsfzurT5SYsBN21AITHoe1zPHJ5DJgobjxOTKlYYzY3YSNTBHitAVO6ByJcXOLABM4kiJ1NxvO1Si5ZVvquuSf29e0sTY4bZfmxPPwMScGP/IMW8LUrNXzUH87nSYUJ68HXae6LvhhpJfc5ahnwrnWNffNWrnk3vP/ArEaVjWX4ijhIQqc7BVrPkn7aVHQdiV97NiivEqkahTEYNjyNd3uBICHjxUzfFdVLJKV/ZamnuOwiytBB74f4NuWDYi0wsjzGTxK0XfpByiVZrEyeTfRebVSx6lkCnmv2UzGnyTDVPqGrSPNzajKDWi0wG4SdrDdWUEY9nB0dAdVleF37n/XgCSbsPG8VvicDCXYBABp97AsRMB9cBYdy7ZzwxEbVYaeX2Gqa2YcZTkaCa6WHYP21Zqg/OhYVlq/fxarq4/h8PAVVFWG3biPkSpbsgOXyeJsubDDGYUImvPgLMm6YDbFPU8adzJ8uPBDHme8vajVBpy2X7xp7n1PbMiawAeVbxklm/i5eIBvzO9jq1rgC+mY32HE9rpFs4kBDe2zt2z8rDn3lj5L/krL0u7dMLAMn9E+Ss/Hhudjz9kPs0tiXy7QoX5WnmGqryQbWFl5BD+TT/HHAD53dMdk+6m22WXr3AXAp0WZDOlKRukkrRSD8CWMlNzWDdd5J0RNThUwBUEHq6uPMSMSRTPOYKOQUpYdoK4LpOmHAQCrq19CHO9ibe0GfD9DknwHWXbB+CfN+iiKe2x2acTOEXq9dZ7UCXDUAkXLNHsCETct0t0C8IIf4SOWfaIitsQ2kQ6IMtCM1mdggYPGpSjBTmQykUiz8QLVAVM+PmWBRxQZH6r9/ZdhHMA7bI45HD6Ebnf1WPjOGGJ6lp3zxDnUoFpCBAqS5Ay0rlFVGYpihsxmbBFTRBlwEjgGdqKkki+0rfEtasKSFMrUWrGx6Gk1zwvQ759FGHbxp6y2isrYJPTiKlMoVdvacFNcu/ZXoHWN8fh3bEixCV3S+ct03NLzcRGmcPEXskNmn2Qr/QATNMLyCJoLlMqHNanL1ksuqjRKWyojDSLc7K4i9QKTVlzlSBY1U/HuqgcwIAMAUmiUno+tYo5nbTX0RFXYvf893J7sYHXtApLkDJuYBkGMS1HC7s4yhEOane3SCHh3rRXDU9a0dDh8GFl2iPT1ay0GYOJHSHXUYtmofh79n7VMdXls0h6HXZRWsH7aTVugNvEjPJoM8PrK/4+9fw2yLMvOw7Bvn8d9nLyZN19VXdnTnRx0dk8XMV3EdGGmC4NpggRpjgmQNuGwoBBA0bBFBqwIS6JDdpiUwj/kCDtMOSSb1B86YFIORIgISrBJUDKJMQjF0OSAUE1jamZQM5jqmc7GTHZPZ3V1vm4+7uO8tn/s/e2zzr7nZmZ1VWdVU7kiMjLzPs7ZZ5999v72t7611nP4dZu80YDGlqtX+Of/yE+h1erhnXf+JVKrtfi6LoHJoZkzxGQ9VCFiFbiF/fr4oDFzMBeGKWAsfpzAuWHnLJmXYWCKtA6DCG+35h2D42ugfFeHZJquZUPcGn7gwN3N4Q7W02P82nf+AZ5551+6eSYR5/QXSp6DWribPIcFnn/7qpnTKY7/hf1N1w6gyjPFhZDmQJNll+OyqNVHJMtm7uvFmhy523GCe51FrOZjVzDbCfNhirXHcYKbO/dMrp+yQILchbyzH6SHom8jgTfsWOPYkC45usbI/PAzW4JdAupAnL/DbIh5mJIoUjzN4rSfs+e6XaTOLeei5FAHS2QNXx3uuHNdy4ZYyce4897v4SuH7yLWJTaKupZPjmsJZPje8+kxromxca/dx1Z7Hl+efxavH9/Hv/3BH0xtFHx9XlLmOEJdZ8rnqhZ1rE53y114pm+TT2mAKDpGHD9AlplSFEq1EASlAyFl2UGeLyFNn4XWEZSyC0a2hCy7ivF4DXm+N3V8KVImqyJdUTRfqFxb1KDdIvxVbVIHkAEiwCJIkAJuMhqyErybrGxUh9Qgkdlikkx+3y8LY/If+YuKqQtHho1FgfN8gihq1yLj6tnLA6c/4vFpVSb16T5le6Vov0r7cHEMgVKmvE4FuhPkubl+AmCTeV27NBDHx9uuHhyNfc1rGgZV5fdMBbhd5li1eU4SXRd4SwbFfw3wxxKAosqPRNdhXBYYUlwswBG1ELOiyprYS+nCWc8MuPv1ziJ+MojQbi/UIimHYYxMLOCOQbLulVjbqL98jDdVgOvKlNkJKVy310F34rAEYlVFxsiCsXSdkCGLdWnyO4mSMM5VdMGgSYs2mk3BAl4PInwFwC2rC3yFi4plb9P0GN+cHCERKRYkmzhUIeKgdDX5ALgFz1+sZP/L37QmICLD+30NVA0E2RQWkjnwj9UE0mSSSLrLXj++j3v52AD7IMLNIKppSpqOlZQ5EFRh7k4fZsENGZdMBS7dgOtDOxYkM+v6xCZt9SM0gYolvWjRN8cRUDHemTLaPbp1ea+4hsiac1ywKYz2F3oW8/UZFBnmv69L9CzrMysxJFAfdxJw7ekSnxPAXIKPYRBhqcwdWPKzcwNAT4wD6ZoGqlIsN0Z7iHWVcNjpHGeMT/6W7BM1US6FiedmpvH/JlaV78v+aAJtesZ8dKGAKQg05ua+j8XF30YQjKFUhoODP4ODg74TL8/NLSMIxgDGSNNn8e67fw2ljpBnV1AUpXNPTSZvuSy7QMUAAUBZZq7mG0t5yHxPQF0ArHXpBLh0fdwpJiYCSxf4gyJFZotnxrrEoEjxqgU2lRYoQqtlsrGuFCm+6t2EuCwQl4VL0BlFXZjiXLrWdpOU0nyv0zlBFB1jb28OeT6ygC0TaQ3GSNMjt/CbwrpmcVxc/KTLJk7wQAG3BHemv+ogkGwfheDsX1m/r9tdRhwnWFh4DlF0ccNIW40CCwInySpOTh6IXDgp5uefdWyc1oVNdDpyIJjXw2trtXoY2EWOyeCujw9MeHk2rIV9ZyowEWnCLUV3AwXbTADXRfVQUvS4kI7c5JLbhJ8sf5FBGc1PEDqhOMQx3P8ebS9z4VCPdH18gDfKAj8Rtmw5IDNRDcKWS8zIYzMX1Go0ruVtGRzfx07Uwa9bxuCGjaTp27xEXMCku1CGV7udZ5FhYzwwWhybB4qLeqYCvNJdRhi28KXHNUjOYYVSbuGPog7m5q7i5OQBkuEu7hUp4vTItFMFWLIs8PHRe7hpF7ekNMzAVjyHzU7fRcPdGO2Z92zqD5lgUC4A0iRjw//9xUumF2hiHl8eH7gFO1ci95huzsosQTI1UtdshmPpmn79+D6ujw/wld41bEddbLYXsB11TeLNog4EJau1oIKp461al97d7rJh6ZJVBzhddnP7v9NtWa0g+5BsXbfM3TPF58clkL1Ay1XlxpJh8kBVjJb/bz/4FsYqwGu272Suss3WPL688AnH8DGtQFPU174u8T0xjlZUgBdhmCTpKltWAfZ0Xfi8Z78rAdCyBVpLZY719Lg2JviMvCiYLLaBoGmvSLFs1xQfeHO8/pnDd/GF4/t4s7Pogii2W3N43m7w2Fdug+VtEOTx1tNjvGKF8kwM2i2n06+wb/lbzu/sV8nmEWjtRh2MZpAATyRKzhTF7UHr2P4urTstQLv9DsLwCHm+hNIWzy3Ljks8yYg0MieSKaCLhUwDgRL1S3SNAcBnhb6HJpMHuogEMbDlovlVFeDzZSWYlmxNFHVwy+qlePyv23Mou2MnKyNLwph2Tlz5jbJcRJ7Dlo+ZuGutgJBMJFnY78NG7h3WPiMF9X7EnYywo9HVRTBXMU3KsmAZgoCJRy9eg0IAR6G/X47GjIXCfdYIdOuFh4GKQXtNBXhTAJSkzGtRZP7DDFh2BkA24/rlAyx3ilxAcmVcdggB2LE5QCX0dYubZZRmUcU+28CJYdUlJ9X1ca6qkO5aJJ8Y8zIh4MbksLaLdpoZVdXqk8wSUJU9iXXpMq/TjVLTJqiw9gxctMXaaBPl80JjG1Mbns1CvVL3QcaEzAJTCxDU+hO4P4bYhiYGygcisyLf+BmC3SbXhHzNb8+sfnEuCwqSoc29j4Iag9j0XXmdPM5aPjKJQG2qjprWzxvfri9QgbuooY+ASseXQbl0EU/CEgs4kjJ3qTMAuOfIj57jPSNbC8ClRUmCKnps1nMvzbnJRD/ueb/5N/9fsQBK2pJom7ReYOrh8X7zc7Lw7QDT7A1Q3VsJ/OhalYlIZ41FaTzOaj7GxniARBdubqXJsST7TrJ0Tc/medpwwYkrQ6Tpszg5+TGUZReTyRqybAnAAaIoQqfzNubnbyOOP8Bo9Cnk+RJOTn4MRREhz4c2U/cJoqiDbne5lmjR5FQqXdQTC8VS33SnmGBd6DZ+VwX4PCrA4nZ3VlxWy6RqJ0BS8IO5lptomQQyDGO7izcFg8lm8DM3LYCqMnqT3Sls3zAJZI7hcAemfl0LQdDBeHwfeT5yuqMwbLlrJMgic0UWbTDYQhR1nBaK9fvIqEltVwU4MgfIeNyyzJDbbNfMjt1uL2A8PnC11opiOoz2ozKllE0h8Z4DOwRPFNabzwXQOvWuzwi830iPcTOsF0lWVh/BZI5+EUnAPGSctOXCD6DRvSAfSskyAPXq2UmRoQ+z04kD47bYbC+4yYUM0izxuZwgOJmsTwxDwqzoBOGA3dF2+oZBy0foi02CbHdSmiKft04e1DKnS5czP8/nhfXyVvOxW8gYjs62kqXYjhPcCiL88OSDxhQHH6UpVNE1fzjcQXz8vnFXhi230H3WahWHwx3cLnPcsBGN65MjDKI2tlo9bLYX8FPdZcf6UgvpFs4GdwHQ3Nf8n78dmC1zHJc53ihzvBhEtarucgxKFkpmuefxfJeJBFFspxxnSZnjUJe1bOwMhmC5m6bM8LNAFPUsZDGce1cynhZoJnk1JiNdL23Ba3blbWywQr9IEV6wikmhEvWvp8e4Pj5w7jXmNiJztmELCNP6+QRZpBybQyE99UMSCPiA0g/zlwVoN8u8BoTIRvkM0544xktBhD1tM3zrEmGZ1wrcNqWnWLKfMZuoYAr4SLetfB2A22AMjlvo2rmUJrV3Ta5qvv8nj7dr5/HbyGdIzsOrYg6UbeImlvnTnoooOaPZaSFNn0WeL2E0KlGWTCZpOzm7grKMUJZdaF1pZWRIPlAvDcKs1WSaDHAo3XeVvJniAf1doeVw1DByR7cD0wgVqKjWr4tw39c0o94iAK1a1B//pturHhEYo3BrhUaeTzCZHCIMW4jjLsKw7fQ5kT0f2bQsG3l13FIURQXAZKScUhRHpw7MyZxN0j1HcXuaHtu0D0YMXhSZyz1FIDoeV3qpi7CyLJCmx+h0Ft11MW2CcSlWbI8fBegzGWSjAJMQ9VYObJ+hpclVPXonb3iogdk7GPl+btkXuQOjuRIj3kQg9T/S5AJEnUe/SLFj2ZE0PTHuycCE1MZl4VIhJEGOOM/qxxGTXlJWyQzltcm2cscImEWPpRxY0DYuje6kryZIogz90NRt21QBNmakbvgoLS5Ll9hvELawKcoOvWqfiSRZRRR1MRx+gFvpCXaszs1F+SmTKO93hzvuu18sm7OW++yOvH9NC4Nvfti4PE4TO5N4i5A8/ix9U9NY7VrQRzB2z+oAh8pEFr7T6qFfpFN5lE5jDRw7F1QRlLJtQKXL65bTwnUJ/nJtsqlnNm1DNON5+6gsFIswgwjYN9xkrLf7CMMY9w7fxVp6Um3O7bxJl9TG5ND93RQRx/u1hAr87OoSKypwAIr95EfGyf9lagBgOpcTjW66pjQUPJf83zef6SH4jcsCG5ND8xkoU1fPgsRZYnB/TpJtmQWsMjWdAV++57NQSWkSw3Jj3GQXCpjKMrfRWs9gMjnEYLDldEhmge9iPH4BSuUIwyNobXarSpUi/0/HZWgGKvBA5sUsgFoABeOGei0fYxdVQkI/ckX6ODl4ARE6LTqYuhagGhRvqwDDfIIbtrQLmZpKWGyEyGyjdN8Z0FflSRoOdxwbIDNzM9VAGLZd1BszkRtXZenA0HQizti5HiSQY8RclSqhErebz4auXEwUdWrsnSkNk14ow6SLFPdOHuBVGwkZx11k2Ql+Jz3GF2wGdqBKgyBBEYE1H646YOogijrIJoO6wNt7GDMVIOLx7KTPMcKHXbJQ8ns09/A2gISkzBEHFSjiwuImCRVMJa4kM0DhuqT/7472sZONHOPzsmXVvm7rR63mY/SV0ShlYVAb7y5kuyyQKFGOwp6Du/thGLtNyFp64jQ8JstzaECZLlzdv7V8hCwIzeIB3RhF9lFbonNTCDc9xu25q3hm+UVk2RBviES1/f46kmQVH3xgNmM7No/bMB+5hX1jcojXj+9XUU3C7R/r0gHqJncYTWqYuNOV44f/L+vSRTPJXTj/B+oMlr+I+BFIZy2EcodOATdB5lar5+47M8r75/WZBv85ctdpBdyyHuNqPsaCYHll/8h+jIvU5YTqF+nMoqkflbV0iRfSI1zLR7gfdbE9dwXbrTls2qjFYRDh1ZWXXFmrO6M9lweNrm9GUl6zSUGlns0H2LzXBEx7FjDJUH+Zm0nmapKs1LIK8FIQOfbpxSByn/fddL0ZwMUH3RLISuM4csC7zPDFw3eRqcAlGwbgcjf1ixSbZY71BmDWBIz8/FJ0+QGogU+Oedmf0qTOsPWogEmZFf/3APxQa/3nlVI/AuDvA1gB8DUAf0lrfcbKqa0eZ1zT1cidfxTtIwjGomhu4lwu0q1SLdLKgZD6+5kDBEFg3GWbusqxpOOk1jKKtB0QkguHXTwyS3O73YN1PySwE4ANJZYaGS7a1EWzrfKaZZoDCVoYHSfzN5n0AnNIkhU8++zzODxMMRhs4ehoG+PxvitZUjFHsqQKasxbdW8DB9pk0V9p7Fd5TVXbz0eDP44xpGAmGrJwRTFBnpvix1HURZKsoNtdRqeziOPj96cSdgIKt4IYQVC5cAE49q5fpE4ETTYGsC40Ua+tX2YOLMjJTVa9lqJdoL6AUMPEyYAFSuWCN1Wd3n7WRaR5kUIy4zbzPTF9QAwNiEzwn+8sIpx/Fg+uvoK3Dt/FlYPvu3IpTk9hWS6XxNFeq4t4A2bqWCqNk9FCuedI6AHdMaCQqfPr4B7HOAq0KVA8tGDgH588MO7MMoeyyWDpxgYsOw7lorG4S2ZZG5kVXea68l0aFIzTdSbf4/+y9teSqkLsE1UJel0/N4Ac+X/TGOSCPIsxlIsev09xLABXAzFTAbbiOdzrLOI3Fj+J14/v4/Xj+7VElPL6Dhld15B7i3Mnf2fKhJHLZ0syZ/6x+f55Y+Qez3pmxpFrmy05xP7etmk8Tk4eYDI5xDfGA6x7OjmCUbrffPesvE55/T0An1MVU0TXWKaqaDmCHx8A0WYxSwRjso1NzGhTUIG0JvaSrKHpvOr+0oX51bmruD4+wCujPQyEhIHn88fyTKZdBW5DK6+B67vs4yad3yx7GIbprwL4DgBy1/8xgP+b1vrvK6X+7wD+MoC/fdoBWHyXC7OMypKAKQz3keefRll2HTjidxgNRtcQf4yLauiAlQzTN0VuQ7wugIpMYggAP2kBwQ7qYImJwzjRDIMI21EXr0RtrNvvv2lLYjCbd11ErWqJHrkwy7p28of9wWtm/iXJCsVxgqWlr+G55/5jPHjwC3jw4H+KMGzj5KTriglL16UUefu/Zf+xr4NgelgwhQHBmGzrQ2Q/eeQxpGAWOgImmUup3Z5Ht7ssANP9WioI03+ha79k5DhWmInYD0vlgjEIYvRD4wJgtlgZRcdJTUZgyB0QH2C/6nrkTUhyYfABF0Hc2oyJMNYl+nICFzmHALiosLm5q1hZ+RS2t+/gN8sq9447DovP2gi+pkUZECkVvMmUbeFnJBUuQ/L9ZITnsMczjooMiDpYzcc1lsgkO11wCWEB86wMwxhD69ZcLXMnOpWbLNd3osSMjMIZBZFzX0nw4rv+kzLHli5rolp3bNH/sk+5aMkdvz+OJONFvcZKPp65UMiFRrKdsTa14jY7fax2l7HWX8ev7rxpoinH+3he6JRc7biwKvNBt3GsyxqjSZBu8lmZ6FJZKoTXx4UuV0GjC/Qc9shjCKi0cOz7mtbKuubesKW6qGFyG4ggRJxntQzeAKYAk3zu+DkC7w0wEKMOIpYAvFGkLunkea0pNcG+LtHzmEP593mAN9+vAfiyyqPFsXR77ipeP76PWJd4YXJY0z7KYJEaQ+kx+XLMyZ9Z7j55fGouH0nDpJR6DsCfA/B/AvDvK6UUgD8F4BftR34VwH+EMweYdrv9IDBibbn7D4IRer2vodv9LobDLaTpsxiPf0GwAG10Ov2akFe6g4oic2DFfL7jmBYmM5TgAzDAhYzOt/IJrtsaW+w8LjLMBsydtu0ZKA4KZXL3fN66dkL7GVlk1/xfRfJVoKNwrkO2W4JJeX1KGXfYZLKONL0CIEYUleh0+sjzkQNMBD11YAPn0pwFmug+DMPAuQvl9dR1T0xFcPaE9bjGUGEX3ttljluouxU7nUV0OosOMM3NXXU1AeuZ0k26ATKSd4oUcWYieG7oKgljFoTYjrq1UiIZFIY6dqAlLgusWXDkPqOq9PtysZQLFsFWrKtQarebtJFXZDJ5nqH9m3ohf7FlZI4sRsqd73ZgSkrczUa4YZOftlo9rKzGGI838FMnD/C7Vrza9ybwvku8KhYzkQtlELUdoyWvA6jcDq7Gn8gzlQBT136WPa5xVFq2kLlg4rLA0JaH+TH7jLKkEt3jt4IIt230Yq2SellgPTupUlDY2ntDq80AUNWUswBm144fAK6+ll8SZV1mXbavczwB1e64SZDLMSjrePnvuzFsx1DUsNj5LIFcfHaiDlY6i1hc/BGsr38Bnc4i/nYQ4q/s3Ks9D669NvGlPCfbz7I8LFLM8eWHi/PzO1FnSj8Y69lV5qU9vvVM1JILqgzS1PRR/sExQrkHk94yqSU1hYkusJ4eu3Ih8nrfsa503idu0iSjJev6EfSsqMDVcqRLbleXeCmIsKxMOgLAJq6095wRcJK1Gojrk/0NoBEwNbme+TrZcwbJDFWIO3NX8Fvzn8BPr72Kb++9hZ2og5/ff7uxLp9kP6ULbtemVBmELWxMDh3TKdlJ32Xsbzr4mVnj6LwM098E8L8DMG//XwFwoLXmav4ugE+c50DSJcTweE5IQTBGu/025ua+aXVMxwjDHFmmHKBotxMURcdFivFYUrtDkwJrwyoNnVaFZVKMeNmkHGDoc6xLtyOWu19OQHTrMfTeHxxBEEOWGZFlWghQJGDiNdD9JrNq1/uuQJ5PoNQx0vSTyPMr0DpCEIwtaOiCGcD9/q4YlipzuTTJ1hm9WL0gsmy7dA+an3Pt8P4mHsMY0sq4RZIigxYg1BRkTtxPFO26HF3j8YFz2dKYpgFWJL2Wj2plS7jAb7Xn3a7QlU9BVQaEi37TLsf/IUVMwJBBmXQBKpjSTQ2CuM5yBZ7rJrCuEX5HlFXJwrqugNcEmPD/22WGP2WZx97cNzE39xl0u8u4cfx+TQ9DvRLrwLn22fQbzOg9DCL0Mak9B6Zt01ow6l4kK0Agek77m3hM48ixx7atmQrwst0kMKksGUrAzCe3oHA7TqqCxNaoG1tLT5y7VgJjmbuJ10yWbUFV49J3QfCzPmDgZ/3dtvwOo37I7DhRvu1vAm8frDbpRWrA3LrkALMBS5IVLC8/i8nkEK8fvYfNwx9ath3u8+wjiKSrRkAfYxDE2I662GrPm+jCfFQDSU3MxchzY7KN5xxFfxOPaT2jSfBG7d4wiHArMNrbrwMOTNNj4ZJV2g0IQbPMX0WTtc+SMsfIarxknxAc+Dqkl8S9kJqnnnCJMcqN956FaiXwllo7oBqrcsxJVonH8lmm2v92M7UdJ/jxuStYWnoBeT7GnZMP8Prx/caNlL/exrrEyILorXgOO1afKVlJCSSXMDvdxlmu3TMBk1LqzwN4oLX+mlLqT571+Ybv/zKAXwaAXu+acxdxQuIuP0k+wPLyf4P5ecMwZdkVFEUHCwu/g273CtLsCnSZAThGUSR2Iitq7pUKhNi6Qg5kGbE0Rb90dREUxHEXN6Bxu8xdtIwv5k3KHC9b5qcoUsdwaMFImAzBHcRx1y7aHbcok6GhxogAZrqeXmiTMs65Eiw0uvFGI2A43MHu7r9lAcuePW7hAJes9UZgIyPniiLD3NxVdDqLGAy2XB4aPyt6lT27DvL4uUjslC9iDLVbPbNQhzGYsZwMlxGjD2y6gwWU5S6UCtDtLiOKOm7MDW1UE/VgP96aw+9bDQssm0TX66cXnkdRTHAnbGF9coTr44OaqJcZfTlOYl06V0eTZRYcUSfFcPqh0PBQKzUQi53UfbiJQNfBunQfU+e0ZQtXOjdePkK/SPH7Vri/v/9JpOn/B5PJITbTI1wnuBLgawjTlnu2ULSMwuvNP4urySoevP/7WB/vOwEu9VVSk8I+Y8V7N7Hm59bAPbZxtBK2q9xRFhwPwhaWbT+RpSXLqlRVKPtPFBnG4wP0j++7+0SWZD09Rtcu+EN7f7bjBDtLG7ibDfFzViu2np24fpSAR5q/m/eF3NLNwJ24K0VT1qPkhkGEzAqqpUlQSx1drgIcqgC74nNc2J0bOp/g+vgA2x/8Af674Q4ODr6P4XAX26M9/Px4vxYWn4h2DMIWtuK5Wp25fpk5DQvb/rxY8Hj9kq2SbjoJIIMz5AGPOobsMdw4etZ6ILrltMieFkUdfA5GKN8XIGkQtbExHuD19KhicsIW3m4v4OXxQS1SezUfY6vVw5d7a1jLR/jpo/fqTK6Ys3uBST2xrEuXGoBAYNn255IKXH01niPWRjfHY8jjyvHpyxX4fflMSyAiJQmcl6hnYzqGnzv4Pu6OB/iSTZT6xfGBkwc0uWMHYQtbrR52LUgi4GRwiXQl18aRB5KASjMox9Gj1JL7AoD/sVLqZwF0YHy+fwvAolIqsqj8OQA/bPqy1vpXAPwKAFy58kc1gKnF10xM+2i330Ycf4AoyhCGx4iiIyTJt5GmV6DUyyiKHtL0WZf7iKHxPlsjjZqfLBshitquQK/PuJRljltQuGMnzJviJt/2GJXq2qod19DWsaOLiG4i6YprEl77OixTeHgOrVbPAa4q31JqQ+hN6oGTkwdotxfQ6SxOHZMgQqYN8LU8UdSpZUqXYEleqxSj15Nd8v8zF7zHNoYW5q7qWJe4FUS2v6t+t59218LrJ2CeTI6smH5UY/ICsYMChP4kCNFqzSHPQ5fnBajcSHLHzR28FC87YCXYKRrP4RZBT/RcUeFxLfjA7YLKejSQr7ljUMJO1HHi9MTWcIpLo23ay8f4xniAYRjjVhDVROSSveJume7pOIiAfII4iLAYdSyzCSeAlhFc0q3jU+lklhg0cQ57bOPohfa8G7Ts50EQuzFBBtzkeDPPQhzPgSWXimLiXEe1e2WvQ0ZKZlDodPr4MevW75dZJQ73Fhgf5Mh+811vfp82LWKRrsTqslAzgKmgAeci4e5b7LMdcLefSXQBFFW+srvpCRJd4HqRuc1AjZUSCx3BEusaJplIECvcwk3XRJOBFfIc52CYHmkMAfVxdCPuap9ZpZt6aOco5ucbBDHisnBuo8/GCX6YT4zW0T63dOfJZ6bmeooqoN/k/pKsyZLQC9FltzSjP3kMMlNtVWX0bmM6hN9n9pqsicGRjCiA2r1mBB03XFII718rWaVB2MJ2a67KiG7HtARZEkzua1NGRrZd9jHb+qEZJq31fwDgPwAAi8j/t1rrv6iU+nUA/xpMZMEvAfhHZx2LEW1zc8vQOnCCZFNq478EAJvVWyGK9hFF+1hd/XUMh5/Gd77zDzAavYjDwx8iz0dI02Mb/dZ1bpgKNCnQPcedIVMamMU+s0kiM5fPh2zTTWiwGC6PdwvAbdcfRrfzeft/WRZ4xYbdc5LtdJacniZNj5yuiGCDrAdQAbZKK9RyZT9YzkQmqQTg2CoacxARcEnwFARdt1NmVBgBFUu5MGP27fGB8y/fCqIaO0WWqSxzx7KZtpxdePdxjqHQXhv7t9e75vq1211Gu72AJFlFp5Miip6BUgEWFr6G8WQdP/h+jjwfYWe06x68zfYCPtfq4SfjBDrqYGjzuazbIqt05/3xziL+BUzh0LX0xITG20VIlnFgmHzGCRLa6DYawJQPJPg6s/1utXrYbM07dyGzI3OhpS6GuYHIkpCafiVq40ds275tS73IchgsOxEXGnd0iTWYhVGmzYB9bahj3Ii7uF3mrnDwIGrj7vgAt2zCvqb8MW6BtWN3zS6sbvKETdx3Drz0eMeRdov9ne4KltZexR+3AMnUu+xheflFtFo9ZNkQaXqMpaUXXDQpoNxkv54e4253GXeTFazlIwxViI30CLEuXYmd3/jgO+iXGW5YFu55m6KArtqRWEAkAJDmuzfkZ5xWRjAxFEUPwxjbrbma7oVADqgKBvO7ZDYJtmXAwJrNmcWCstutOWRQtedhq23mleuTARZENCA1JmTxyQQAwOvH9/HTx9v4wvF9N/7kAsZrpe7HX0S5MJ+lYXq861kVJZeUOd5uL+A3Fj+Ju8kKfnLuGfxEp+/KN4VhC+PxAbYmA3zKaiyfeeaPYWHvLezsb1b6Jgu8+WzzObyWDRHpEq/b/nl5fODGr9RPyY3KrGeRfdb0+rL3vFLb5AN6yd7498gfR7t2rpFznsyzxc8CqOW0uh8nGAWRu1YJwDiOKCHguH6+NMzkxuQQ/SLFpEixrct6zqkyd4DwuMwxATABAF2Vf5llj5KH6a8B+PtKqf8jTOWPv3ueL5lFfAylcgRBB0EwQBzvI4qOAESWQeqiKOYRhkeYn/9jCMPvIor2AcCFkef5GFEEZFkFOiRzJFmQSgTeFoketcfKhAiCCgBUSTBzVHizXsTWfA4oSwOyJHsTWsap7g6rCuLSlUUGiO5DaqyoHWISTl/vNK0jYntiyNJuMkeV1CCZz2snnC8t88CJyGfD+DczisMCy0e0hx5DWhmtTtVXXTCYgH1pAGACpWDv6TGi8AhR1EVkhdicoAZhC7ntHxonm36R4gMbjRfaBYkuNfN3Vc7A7f48V8gs8ycZ4JQQfbrjyjorMVShKWYbVBXhWUvuRpy4/Fmauyg9rbeTi5IL7Q6qfE7cMRudBVw7aav5GFu6xM18XNUDk0waFzVR6Z79y3P5/fEh7EPNRTz/TtTBms2IL58lmUqD/9PF37H141wuKxEpSWOKiX6ZmdprtjQMnzPA9M+udXMxskcCH5+h4Xcax0nDmKJJrZJ7zlHpx+iGJQNAxm0n6rjM7rEuEWcn1UKsApejC/nEAP3SjMut9jxW83EtXYYsKu12/7YeHRM2ShdKEzspdSazwOOHtA89hnjunaiDzU4fn2v1EMeGPatYexNoklg5BFDlfhuqEAkUVi34aQLG7C+6vGc9x9L95gOo89gsBqrpen3Wx81jAnQwitEVIrZrYB8VS5ipAIdizuUxmMrlWtiqncMF0lAbZ7/btd/nT1Lm2J5x3ewjqfViTb3eKX3wUIBJa/3PAPwz+/fbAF57mO8DMv9Phjg+QqfzNrrdNxGGxxiPX8D+/s8gy64gSb6NXu9ruHHjE0jT9/GDH/xDAMDubr9W/kSpwBWgJQuT5yO3uDNrNWCKrEqxLxdXQ7ebAV5FpxUukgoAXvM6UeY64ud5PiaV5OdMwkfDaJlztDE/v+ZYITJAopcAVG4ypkqQLBL7kos5wViv94xbJE27KsBI1xWPydIxLFA8DGMMEbv0CFKgbtqTudd4XsNCnR84PeoYSpXR5bxoNWIEBe799Bg7O/eQ52M899xPoNNZxHj849C6RJIYndeNq69gMHgHq3vfAwDsiF3wTbEArmVDDNJjDIIYm50+XhcPNIWacZnX9B2+iFa6PQhAGL0G1CPaAPvw29I86+kx4rIwifCkS9BOgtutudqO63o8h7W4i+fCtrvXfE78Ui90mwDAZqePz8YJlI3E+cdW6E4AQN3Ka9q4QtFewL1siLVsiPXJEdbykctSnJQmm6/PmCRljqGeZlEAOFfEw9ijjqNCKWxHXXyldw3Pz6+h17vmngUy0Ts795zuTesSg8EWkmQVL7zwP0C/v46jZz+L39p7C3/9/jfQL1LcOn7facSkIPf59BjPp8cuozFgchIximcXNgS91XHvcfctFxFgOlXALOOCsGA3BgCwFc9hO55z42vVbh5ZqFeyAATfd5MVbMcJbp58gH5hsrPz+aAGRY7BnaiDu50lNzYZ9ebOo0JTm9CO+7V8hDU7lpiochb7AVQMhHxPsh/lBc5FgA0eCCK83ZrHnWQVn7Wi5ZOTB/je+MCV0cmgcHO0iz9apNgeD3B3MkC3u4zhcAd3kxXcOnmA54cfuPvGZ4nG19bTYwfyZU6hpMyNXlG485rC7qXtW0alCUz5bJQch/dFyRdZEJnzhGO+tc1LpwtsWhfsWm6S6FKjxmP6UZWHYcuwtt1lF7XOe89rXBcs7Uo+dmNTit99I9N0XOYuR5XMZQUAgyCaqYS70EzfTQur1qYMSp7PQ+suhsMfRZZdRRCMEUX7ODj4b1EUx1DqJxHHHyBJNgCYyCdZaJfgh2CA4fEGUB1bYBI77U4cp46d8hkbAAjDAEVB0bQpalsVzC1qnwVYrDZ3QI2JJ6mxieMutG7XhOhNUXOSTTJ6q6J2nXW3Y8Wu2d6s5WBiW6nXYZsJ7PjjXI/2WPKYsn2yTlu9Jt4jM03nNg0+zMrquaoJlP3Dgryj0R60Ll00JVm2ubmrmEwODejR9eraPlPABcEls1QhIIS1DO+X0WW1xT+0ldhRlQ2Bpz8C4Nxq0vr5pLY7k4JbRpaw3YCJosyykXM7814XRVabFGNt8jRJd1lRpM4lfKtIcadhspFpGQC4BJ79fOKYgrNKU8g0AmQ3qN+4SCsFI9dXgXO7DYe7tgD2yHveTVDIHwdckEQhcur08wliaJciYBZDEGuTz2mbbCLDwgW76FgVVbkgZrFK52EOXMqCOHEBEzsQAQeeSyfWpRt7a+mJO44sCSPdPgRafiDDTtRB3DYif1k2h4BPsk1SxN3EHp2mk3mSpmEDRFpzNurQVKH44ckHuDk+wHp24p7bNZsuAACGk0McHr6LyeQQfyQfu+fH12Y16dIcw2xBc1PdS6AOKJv6TxbsPcvkfaE+T7pIpbtsFEQmx5KuF3B2jJeI6KVJQbd8jUBMvsb2SLA+q4/85JxNOan8PGen2YUCJoAuJHPRpTYuuKKYx3j8AiaTwC7gKYAfR5qu4Y03ugjDIyiVo9v9Lp5/fowPPvg5nJx8gPH4AFkmHmgbdSfLipRl5haDdnvBaYTCsIU8HzvXG3VGbGNVqLZrc/iMHVtzx+7MqHcK3EKnajvSPB9jbu4qoqiN+flna6xMp7NoWJ3hDrJshDwf2VIjE+EKrCZr+VrlVgvBOm4EWhIsVkCpjbm5RVv77QCj0R6Ojt6r6apk+gD2CYGGzDZOkNRqzbtIvodhmB7VChXg83ai5U6OrhOGgRMA7u5+F0EQ4fDwXSgVYG7uKpJkFVev3kBZ5nhz7y2sT46wnh+bRd8meox1ia1Wz4EV1lzbjhNsxXPGtVJkLhGd2zmnR25B4k6JAsY4KJGQIfKuicCBfwMGWKxacTZD3+91FnEriHBvtI8sCHF97irKMsc37C4+P37fucWoPeF1XLcTsiudYhc3sl3bRYql3jUEQQwwpYal0LmrRbvvUmn084nJPWT1XP3SJOAjsyQXQ6kxAVDTzgxD4/a5aMCU253w862eY4+Oj99HdvQero8PsJaPcK+ziJ2o4ybpL5YFhsf38ZXBO27hv5EeYztOcL04wAtWNyGvl+42iAVhO06w2V7AxuTQFUk2ZWeqTNpgfwmmzmccZrmkfDfMQpGia7WJPH8WVzU1JWDq5xOs52NXtmYjPTKsUXe5Fm2ZFBlgF+tMBaZuYJEiy0cOINztLOFOsoqbwx308wk20iPzLISmXdTR0UUoXSlsO9ssF0fJoPiuoYubiYwVULgfJ7idXMFO1MHCyQO0jt7Dv3fwfceavdlZrBX2TlrGtRbbcUR9IlkUWSpIAhOgDhh2bWTh8+mxK2gsNUUSAPMYTYyTz8RI8CDHsh/McT9OHPiRLna2lewTYNzTa/nIsGBR20USS1DFY3MMsBjxvc4ihirEjfE+VvMxXrCvU287COKpnFwsQPy9Mq/lm2oCTNQtkZVqn7IJuXDAZBbiqiyJWYRzpGlZE0en6SLK8gUcHr4OpTIUxbxjnYyby7gd8jxwQIa7aZ+1kTogAgL+Zhtk+/yIuyqjtAEvn8uGtvRKlZTSgI76dbKQLVAxWXNzz1ih+jGCoIfhcAcmv1Il6mabjKsuQGp3eVk2sscKHcDh8U2yyVgwbqUDU3TDUa8kI+KkjquqxafcNci+kRF4piBvbI9xcRXCCyh733QtgSl1bcaFatI4sG4e3arM/M0K9G5nL3zhNO6CqdUAi8eGVd2rGm1ty2HInRgZqCwIsWOFszI6juDlLHNUdNSGVgHWukuIog4WFp5Dno9xo0ixmRY1UTgAZFYzUQtP96L12JbVfIy7k0NctxuCvt0VckKPwxK3y8ylXdgQkYTUOQFVOg4uxnIC90tiuGg+m+DvIu0kiHC3s4QIcBuX7dEebqVHVcSNcIkRWPSLFDfEbl66TppcIGTcYm0LxVqdCouwZkFYi7qUoIdJG+XxfYDQBJxovstKupMHUdsAJwvEASPCXgcQW+BPEAOY+plkUWWEpl/HizobAOhHRtdEQOCzAxxfTXUTmzQ58lqafu7HyYUzTidh7PpvNR9jMNzBH7MpAXj/fLeT/M1rI8PGawSmdVs091x5blHfHFsoXPlANU7XgnpOJbro5GebdHGSCaP7jPm+CMzWrRtafj4Xwnbf7dpUD27BBlQ4Jkskx5XALdGFiQYVY2EjiLCsK7E3c07x/2XvunhtPWWSdM6C3hcMmAwDc3x8HwCc+0hN3WyF0WgPSgUYjYxP+OjoPXS7y7h69YrN/2MEvIZVMMwMw+6Ben025mWqmJRKy8PXaQRFxp1m9EKMwmM7R6M95y7zReZSMAqYfEnS7bewsINO5217nE+5z1Zuw0oXxXB4slbUZknAl+djpOmxyxFTTw+g0GrNOXcl3YRMrVDPsl7lnAHMIvJVXeI1+OkPQgtWW4iids2ldxE2pwJXLJiM2e96gtFt62O/aUEtAPxuPsbNkw/wIIzxW/tvG/Bjd9WDqO12fzQuDG5Xpksgh4sYGkTtaudVZCYPk2WeXE4Q666g60dm/WW0ka/JIIiTtj45MnqqsIVvQeHzSz9in4VXMB4fYDjcwTAbTbk0MhXUmAt5XUAF+rh4cTHfsAsPS38AwKBsOVcjc065dANRuxa5x4lMTtbyGmkuos/mirpIK6IO2v3n8XtW93B9fICfttF+ABzzkZS5cyltt+aQlLnJxWWj+yjkZtV1XiPHoqwZhzJ3QvDVfOxSNVAAS2NfSqaBDNBIuH8jXde6yPvua5xyVbluMmUCF77Su4bN9gJuLH7SZLw/es8AbgHgajm1LANlXMzaje3aZ8scN0Z7uDHac5oan9VEhNrmgtdVS+0hFmy5OEpGrMZaqgD32n2MHlIL96i2F7bx5fln0S9SbEwODTuZDXFNJChlv8iSOLEua5+RDKJ07/u/2RccQ+vpcZWY1JuHHTD19EFybMjndEmMQYIn3+Xlt3UQthyDttleqIGWV0Z7tTYQGMp7yWPKbOHy2gATIei7cPldAkcfUFNHtWrbzYI1G+I6aLI/+N1ZwPtCARNz4pBNkeVNqqzSRvNTFJGLJjOgwLAse3vPYjzewnh80Fj3TDJElWh6UsvWS2ZGMjotS80zdF5qoHjcWdfkh9b73zGA6ARBEGF//zmE4WtglvHhcMcl4WTeF2mSGZI6JLIoMi8T2RPRG479mkyOnHuy1ZpzEXxalzg5+QBFMXHfZeoEqWmqGK+2S1GQ5xO0Wj3hkvzoje2ghuSbkyOs20SAXND50N217I7z85cZEl04qjexOWPczi4IkZXaHQMqqAEaAMjyMZLARD7JxSpTphBpHGuTmNEuuDKrdW1XJdxeQCVkdHlKVFjfldude1wWxnWUDRGGLatDM2Vd6OJgziXJZjHRJBf3JhdYP5+gj8nUQmTOX9T6Ymh31tulCVdfnxwZcaa9BwSPrn9kZm87Xujieb7Vw49EHfz2wwyER7ShLvEHk0OsW7C9nh470Sj7Z9VG/klGgNeU2bHhrpMVAjxWxF8YADNBR7pEEkRIgsr9JLVcSZljRQAmn02REVC+i4q7fhqPQcZjLRuin0/crv0kWXWRlHSRAtNsJHfzSZFVQDCvgLesN+jAnM1szePx2gC48cJxux0njpnJxYLFUiASEMrrZumXO3NXcHzBrt0W+9OyJ6v5GCtCFO/aKeblfpE6HRAw7ZYCMP38eZ+VC7oM7+eCn6vAMVD++KD5oEB+NlABtoN6KRSeX7YzsfdqJ2w71xkznUvxt28yGMRvgw+QeX2cI/1jsq8lwyU3G03X2nTdfHa+1V3GyYxxdKGAKQxNFuujo/eQZSaX0mRyiPH4wGXGbrV6U/l/yCCNRhO3UDIXCvU1ReGzSpUI2Pymeyq2CSwrrYtSocuLVIm2Jy7SSEaK8TMEI4ByCe1kBJrUHAFAno8wHmt88MF3LCBMnUvJmLJ5pSrAJAsPM6TZtLdeMFfr1OmNqM+SKQTKskCaHjnwZXKDXLFuNQNU6yJ6Mmeq5v6TaQ/42bm5K1Og9aM0ug5Hoz28mY+xzmit9BjbUbemOZFRXmRQgCpyjUyQy2PEKvMzGBKyQ35lek4Q253ETQR9Fbgszj5jJMWznMQYqVRzn+W6tptbT43W6h6A7VHH1Ue8mw2R6NJd/424i3t2UWQ/1LQh3q6REwsBmsy7w9xSzC/FRW8zjHGt0wcApADuhjuONSE70ldBrQ4fz0VAyKiqfqs3tVH4qK1TmuK5XOQYqbWSjzEKIsTQWFMBhtbNCQCrqMZAjAIJKjaRIIHXKt1z/sQtWYIVoGKOmDXcguW1sFVVdhffr2Vi94DUfaunG0Tt2hhmRJ4vJu53Uvxnk0MDACF22HaME/Tw8wSH3TJHl+cvdc0lS3CzUKRIVGAKmovIUNknLGUhhb2r+dgtvABqjFeTq2gYRNiOE9yeu4rygpnKlq3/Rrfjih1PfBYcoyMBj+0fudlqGie+C4x/A9NJTQG4vEejIKoxtvLe8DtyzMjx4NJKWBAq83v1Rbsdg27b3rURti4fnNApAXDjT16P7y6UTJN020lQJV+X7+1EHYy8jQLdf/LafZPH4vXeSVZxMuPzFwqYytJEMKXpiUs+Sd0J3UHM81NFqOQujQDdUX5+FAIUJq80OqYquozJGulOKstM6JuqhIySAfMBkszHJIvjmvcLlKWeEmgz30YQhO58WXaCLINlyDKXasC4zUYYjw8ckGE+Jibe9Muq8HvK7uop8jbAcx5x3HU6l8Fgy5YN2Uer1UO7PUQcJ7UklBVYshNU3HXAjICJzOD8/LPodBbx/PM/inb74jRMWhdI02N3zQRLTDSZ6AJbABBVD8lUiK7dOVeLn3Z5ZwZhy0V/yYrqcoeDop46gA/9Djoumg0QRWsFS0Pbbs2ZgpzldGZasjH9fOJ0Hvx+HEROnF4OthDrEq+L1AU7UQc7+cgt7iaXCVwRYZ7HZ87YF/I8dBklyxsoyxzv2rD56+MDDIMIm3ZhHgYRblhXTq2grtA2OYbJLoSZCnC79wxe6S5jZeVTaNkJ96IsAJxrqV9mLtGddF+w/auc3DN7rywQ5mICwLnIAK+uGIEJ9UMeM8QFIJdgK4qAvBq/zGVEc4WPVYh3Wj0HTiRI4biiG0SCJVqiC6xlQ/zi3lvuGpw2BdotwPUC0DFQAAu23St2UeqL9nUbzjMsgTvdFQBwzBwBeFLmLhu97FP3jAVwJVvgLZ65CvBb85/AnbkreHH+WexcMMMU6KokB5nKWdFb0mUOwLkXCU5kxmufCeI4oUC7NwM8urEVhBjA3DcJmCQ44vm5YZPATOr3+NkmFoztWs3HrlxLpkzUaLfMnQvZZ1194ONcxeI1HyDzb59pqoEey9KSnZWAadYGhr+/mlzBVnset5MrTwtgMotdWWZCTzOuiY8rlqiw38lrTIwPmGS4PXMZEQDx9a+XOW4WGcIwQ57XI9uYh6ksi1o5EwrICYB8cbS8JgKw6fQAvIYKUEjtDY9vTFm3WwVkqLWK48SBLwJCmclcJsikW7PT6SOOE/R6q5hMhtjff9uydHs1nRP1QE0uR3OdyjFtsm5fq9XD3NxVrK7+OqJod+q7H5VRzxUIMCT1N5kKkEQdDOUu2uouAI/algV17aSVlUabk2QiFUBZ6VQSVRctMzWB1B+wvMFUHTUh8B4EprYXclTCalTaIgC1YtD8vtvt6RIbk0PHlnFnl+gCAxtxI5NCDqK2cZ/YkicSzPmuQvYP2YZXFp5DUWTYTo9dGoFVyYZFcCxULBe0IJza2TmgAIUftVnZe71rTwAw6Vootyx46iZ1K2iPdemYFaDOkiWo95lfFJb9y0WwyT0R69IxEA6oiUhLfwGOdSlcH1VqCPlbmmQpaWwL80dVyVirXb5MEJjowhSAViHiwAA4nyXx3Ufy+qBCbFpGEuP67p+AyXe1yXb6TAgAV8z6ztwVLPWu2aoNF6thCqhXtKU8WCexyfXVtGADMAlL/bHnjR8ao7x68Fz8AkBw3PCcPniX5gN3CYyA+nxJa7q//SLFK6O9qeOOUHcF+u5D/7z+PfbPkykTeQpgSlQPVIEkBGoSMDU9G2zrMDCF1u92l7HZ6SOaMY4uGDDlbsFO02McHb3nXE4EPgz9J0VPUbEs+SGPR4aIwEKpAFk2QllmDjCZTtMOaJkFf94lq5SaI/7IArZ+Nm2WXhmPB2CZFaDKxSTF5AQ/cTxnczGVjsmqMmbX68uxDWl6hDwfuevrdpcdqGMKAf7QPdhuz7tEllk2wvvvf8dpl3gOascmNou1FH4zoWcYttFq9YR2qWOZKVM2YmnpBXQ6P8Bg8CeRZc883oFyip1ojXuWVXo9PXZ6JFlNmw8JWZQ1Uf2cC0JS5ugL4SkncDm5ZEGIOK926txFAnAlUVg0dBC2aoDBuTbsAijdcPwd6xKxLXviMz5ABbB2ooq5ksV4N9sLNZYKsC4TURFdio4zKHx54ROubdRdEFDyc3QL7UQdvBK1rT5uUrEU0I7Vk8kOaxO1FwHIIsU7UQe3567ipc4i5uefRavVw/7+2xcaOAAASmunZ1tzbvHqviwUNseS7fNMBUi8KvJmF2/cscirhUS65nwQIBcGKXLOVYC73WWXPRz5BNtRt66NaqhTyHtCMbm/0MnxxutgRnHer7vdZcS6dOwItVpr6YkbRzS2hWUptuNkahzxfHwet6Mutltz2Fv5lGGo9/8QG6lJeLqeHuOV0V4tyzkwnQE+1lX+n0MbLLDZmncJMr85MSWojhqeo4swsrdkMmR6iW1b4kMy3vL+kEEkEPCZkya2imzTni6x4fXdvc4itqMuro8PTLCCZY94rKbfUiMmQV0TgPHrCpKperu94FKwMGFqv0jxvE1LItso+2YYRNiNOlOZuv3nZztOcD/q4tdWXkKsS/z04Q9N8Iwty7SeHuMVD7T740j2H9m9+3GCndAEL6ynx/ji4bv4b7xgFdqFAiaZo0iGhJu/RxYMdGsapqYwf3k8GfpelRPJwdIdSgUuS7d01wF+KH1d2F3X5ShXv63eJrrfuGDpGmDi5407K3YMDcXs/md9AFUVkVXOTcekl0WR1drN/qoyf48smDuuncOcJ3fHZoI+CQqr7ONdp2Fikd+urYM0N/ctxPEH2N//EyiKC9QwwSwSa+lJlXFY7Mhp7sEsq3IUAJCFFcORBSFQiKggFO44TcnVYl2CShuKw2WhWwkQuMCRZZnK6C20Uubc0+H+7jiC1mZkWqaCStyd69oEG1v2RGqn2Ec7UQc3wxaux4kRzdPtJAAjAdONuOsCJIqinoHZp+sJGnku5zbic2QXzq32PD7VXUa3u+w2ONxEXbTFunRJN/3XT/uOBEQAgMCyaXp6F+svdv5uWhrHkRwrwxKmpIx1NTSNcfl3EyMg2yEXbrkQ8ZlyjJht35A6PNEmjhFGRvEZ9GvK0c223ZrDVquHTquHokhdrUTAsARN0YC1/pXtB9wmZdOWp+Ei3c9O8OYMFuGjMi3YRf9+SAAlr4Hvy9+AufYFwbrMMpmEcU+XWNZVgVwHBGz0op/+RLYh9+a3WeazVL7Wkq+7YIFc11JicHPQxByRDdpq9dDPJ65NkoXifLcbdbDdmsO9ziKSIsPNqF1zPUudZpPA3d+8cBO6HSeVjMKCtbaeTi4MPCHAxL9b9gEyAu4qlJ/h+szS3bSw1zVEpQMYMteS0Q5FjqbV2uSS6RcpbtqM32RtKo1RldcojrsIw7Zz3zEiiewVAZlknmT2bpkuoSgyB3Z4HrrmyOAQ7BBETiaHNQ3WcLjj2iy1XZPJoWOyut1ll9EcqFgjAI4lqmvA9NQ1MI3C3NxV16bFxU9iZeVLyPMl5PkSjo9/FGl6jMHgO7Vs2x+1KVsdnlW7h4FJrshdsQv7b7es+yBClp0ggd01FUBigcwOq7dHZU3cKiO6pIhcghrHSgUhvtK7ho1WD3czk8BxFSbSyrkgULltuBOlrorgZMplKDIjA+KBD0Lc6yzi1SDC1+0id2v4QQV0hIaDgIAuvywIsZYNXSJCAOjrEmvpiSszABgh7iBqQ0dtlGWO3zt+39RDsy7ArVbPpWHg9TDCjBMjJ6Lbc1ex0epZkH0VPzb/CRSFiVplpuM0PcbtC17ochXUhLE1Wt9bEJh2QWbxjnXpGL9tT7CelPmUjsc/Ho8h0w/cOnmAtVavYvJEVnQANeaQ7xNsvBPPmQAEwYL5rBaNCwqDBKgbkqJ+t1Axizc1UpkBVUmROYY1UwE2O31kaViLjuQ1M99T/OBbWMuGuHXywIHUkWWp/NxX/P5h2MJO2Mbduau411nEl+efxS27oQOMa2p48gDrdmz+4QUzlXzu/DI27nm0gImMi9SS8R4lZW4i/VToyuLwdd+FtyHG0bIKKtBUpFiy3/nZwRZ2RYRabTPlgTf+z/OQjfKjzGhNQI/gmee55hVPls+TFI77xyUDvR5UyVrZ1qEFVYMgxi/tfhf9fIIvnLxf60ey5vKayVSxDW92FrEVz+F27xl3Xj4nLCAOYGbFggvOw6RrLA7dSDKcnb/9v2VZDv6m7oguPanzYTLLWewU2R1qfqQQ3AAuZrau9EES7EkXWu0KZ76np65JRtKxLfyefF8CEqZSIJBK02MniDegq+1C/yv9ESyrphCG9dpr0v1YZfHuodXqodtdccfqdt9Bq/UeimIeRTHvohuz7MQxdhdhWoTjD5XdPQUm7J4uMQKbBGKCgDK7ZnHt0n1EMAJUehyaq/9WTotZCdRul7ljn2JduigmGvPWMP8MF7xhGBuGQtW1GvyOtCm2worS3U62LNyx+HkCxUQXjk2Ly6JyFyojEJY1vAZhC1kZ4ut2l7eqi1rBWE4+ThelBGunqgi47aiLT3WXEcdzmJu7giRZRafTt+NmhCwbYjI5xLfyCfrQGOLirFSWlfQiGHmNuTK5ityuVboXZyw+8qfrfVaCl1ksA12DMjLRjQmG5DPnl1h0Y10is+J+WtNu3n/PufVsmgDp2pWfke3lzr9fZsjKsBYN5sa29hK4FhkQmnxiZIVr5wmq7NA0mSJhGMbYavWw2ZrHn0iu2E9UhcO5AYl1ieAciWAfp5W2tI9v8hlkv/mCaXn/I10ihp5y5846LgBAzEWyLhpLsAw94NFkTe4/ea7TWEx5jQTRMn3JrLbL83E8MTKSzFhT+1jo2S/SLI/va5XkM0lGaas9j7udpVpb6Ylge2ZljL/gWnIh4jhxbrkKCGnnBuJiTfBARkTqdAhmoih1OiUjIjcRaHS7ZUKbQNfSayrA27rEaLTnctnE8ZzT/pjSEHXXmswO7ovAgbr+qChS/F42xE3h6mO7yzJ3JUmYN6kSnVch/UwMCcAxcGScfDbHRByOXTsIgDqdRURRxya01BiN9hDHXVfagi5L1tajBiwMW5ibu4pOZxFXrvw2guAIcbyP8fgF7O79j7C/p3F09J5L73CRKQUAIFEBrscJtvMJEtYCo97ETu6yZhMA576Kod1CzwgwRukAcLmVYlv6QzJKckHgpMbcPb8IOG0OJw6G4cucR5wYmkS4klHggywL9crJ6uZwB7Eu8fOTQxdJlwQ54qDqAxYEho36A8zCuKrHRjti81YNonZNt0J3Hl8fhC3c6ywiDlu1yEG+7mfvZl+tdlcw3+ljeflFxHGCdnsBaXqM/f23MRhs4Y2jbVwfH5gINQveth/zWDnNUhXYYrSJqwcoJ99umTsRa6ZMNBZZnGvZ0KQe0NNh0cw9A9RDqeXi5d/PTBmt2ReO72MQtvCOFcBLHQfb0cQWub8FGK9FhXoLnGM+bPmdnz/4Q/SLFNesYHkQttzGQgYxZCpw19SfHOKFySFeGe25tAg05iFilBQXb5aaoRuvn0+QqRCZYOnctQq33nZrDl/ureFmsoL5+TWXrPXd4/dxfXyAPzHaxWo+xnacILrAqgMAkAamCDYZHd9V5UdeAqiNEX5Guq9qc04DU8L/93SJXY8Q2NMlPjM5rEXrNgEcCX4lMPIj0KQGMtZGN9UXKQcke/TqaNeBV7afx5dpChxDqkuXnPL6+KDmfmO/OBY+iPCFk/eN5igy2xG6kp2uVFWuYh/MZcqk3LjbXcbdzhKe6z2DN2yi2o3xABvpEa6PD7BQpNiNOghmjKMLBkxVIkqpUQKMfoeAgwkYpXtLuuBkiQ4DZmKEYT2ztwQ0oRdqmqkAX9UlbhWZa0vkkK0ESwphOHbn9suJANMJLZW9OVUiTtLH2rFC1A9J4EU3mcnePXHARuqKfC2SPCfbUqVJYDmYosFdCcvOxaL/4lqtuyiKEEX7CMMjBMEYRTGPLH0GafqWSwdR5Ya6uApOHEO1QqAeKAEEnQtlwrRRLy3hRy1lQYjM6jUYrdZkcgdG4MTdLXVAboctCuq65H26Ct+n+f+7cwkxtWRwKK7lb4ZtJ8rkxHHRfKHHgniJOWNOjOL8ZAgy64ZyUWINbkkAGFhgJvU1g7CF5zqLLlIzjhN0Ootu3Bd0TzBLtgoad+kfpXWE7o06s9PASM7+g0mUmKnApVHgZ30XBsGCZA7lRO6fh328a39HZB64Q1bhVB1CdwxxD31mYup/JpgU5U8IhGRUHtvEa206nmO4GvqN10NXbS2izrJotYSmBPp2M8P7stXq4cfnrqDbXUZik2ym6bHZTHibmot1yFXtliyGPw58FkSCFAlOfFcdPz/rnMsz3pOg2WeJfIDU9F1+rqkdSwAGHhiR7ZfnlYDML88yqw3++/LYPAafP79+HNtL4DQKIuyEbVd+iGB9s9PHZ7vLeE0FeLNIsREeTo3vWbD7ghNXxuj1rrnFW2qHCI6Gw52a8LjTWXKLOVCVHCEwKsscHSbQS49dOgDJCklgplSIl0UJkNFoD5PJkYteM2zVBGl6ZEPuJzZibM4BheqYFQgxphBFHbyuTJRZHHddIk4pdJeFdVmTDmBm8urGtdvzUCpw+aWqUjJcXLQFeoYtMvmr6ObTLiqRpVeAupi9EqC3nYZKlmYBgCxbQlEsYTj8lC0UPHTuTtPGhQvN9E0BenxU8RHDMMYQ8cxJwN81EeAwckvSuNQU8TPygZQZi+XDTIr4xnC3Jurul0bnMWhVbXOAhAsSk18quhaL2sJRE3vbNAbr+ZFhe+h6tMV9a24jaAxtegF3XZZVkEDMXVcBIITReNlw+52oA+RwOa7IjlEPBVj2Lupiw0ad0rW7sPA84rjrWM6FhedQFCmOjt4zmwp+39Yy+3zUwb1HGhkPZ8pbnGXCO0adcVImcGGfbbbmkdiEhShMH3QFMGK4+zCI3OtyLA0FkJJjlmNwxbq5gGrx2406Zqw2LK4AphKEytw7NLeo23G0lo9qYIngyU/W2hc7dhnVJ88nWQifTePrZFxjXVZjV5eAHaeDsIW7nSVsdvpYcSkCNJbaC3jmmT+GbncZi4ufxGCwBaUCrE+OMJgcOi3avc5ijem6CAu0uQ5qeOhWlfPDLBaHEYZkWQgsJNCQFQDkWBkGEXoAXtJljWlaUQH2dYmeqhfEZZvIPEkAQpOMKdsjf6RJNohzpa8fkkYwLgX9koFqAoZyEyPHEcFQpuqub15fpgwbvNWex1d611xtu0HYQrbwPD7bewarq9cxHO7g01EXm9nQMVwjq+2bBVQvvJacjBBj3iTfZISYqZ9W1JJSMpJMMi7SpWRcWHWMSNBksoIXtXPRH87jEAAYcfbIsTsEYRLkEcAwaSSBF5kaHkdmHa9YKg0DbArXPp9J43Gk3qlK6lm4NvHzEiBWxYgLd32VbityWbtbrZ4ryyJLvWTZFSiVm58gRxC0YYr8VtclReUXYRwD260552KT+ZSYhZmWBaHzjw/D2LACRQU2MjIn4oGLyTp4+CtGXYTtzmF3zGR6pIuKLqxhCZPHxj7QsnQJYPPbqKBWQsHpOKxIncAoEZqiWrJJf+dv68iZml+iyrxvdhElaOL1wF4vKW+pUamVkAGsG9mAd1/Xl+cm/9d4fOBcuXIxeE011ZP8aG1S5njZui5cPi3rnmWIvr8LppuUWbRr1+jtiGeFM9P88SN/SyZGmr9g8jWfQeD7/kLEHXmsjb6P13rarj/WJvEl7PEksGy6pkwFiD2XCBc3Am3JRMjz9IvU0+1p3C5zvG4lGZPJIQaDd3B4+C4OD981xZJFPba4LC5cw9TWpSsQSxCQeHMKzYFbz71Ga7rfZ7GStBVVMU5LKkCGinGR91d+V46PWTUfm8YR35cgxgeIsa6SbC55zwavfdbx/HPLz7iNr21vk4ubmkNu/KT+komPDw/fxcnJA/zB0Xv44nC3JnJP9OxxdMGAqWIITATcSS0yTIIJmW2bof/ydbqUZO6gbncFgLaTciUAP0tnQ3AhzyWTXxrNVOgAjMxpZBigrgMgNAlcqMGqwvlNNu2yzHG7zPGaCqB1PbSfwJKRdQDcMaq+KRyA4znDsI0wjKf6UboOCZBaNnrJRAq2kSQFVDBCnrWgVI7JZB1heIRWaxtReIQ4XkK7PQ+tC3dc018XB5gIon+iu4xJEGHbRmT080mt3pmceOkH38KccWUxFJWaIcEOmAR6RjsRi3ET6xJJbh48AhiTGqByR3Eh2lFWyG3F8BS9Dku4ulnrOKmBJood/ZBvwIuwy0c1wEdxMHfusr2xBT6DqG12Td5iJScZnnOA6UlS5ilyOVIIqFpWrBp10en0XQACxzcApOkRxuN9HB6+i6Oj9/C7tmwKNRbrF+yOA4DlYoLXj+9js71gdr9h7HbIcpcPVBM488mw75k/R7ov/DxI/L4EQ/K4sq/lgsoxSyOTSNuJOiathAc8RkGEUcN5gUoXVCtd0sB0+QBKMh6MeEvk2EYV1CBTBsjrB1CLwkvKejFavyjrtxjVmY/xFQD/w+EOTk4eoChS/PPBFn5+bxOfycdGfG7btpqPL1zDtFCkuDncwWZr3mWGl+6pJrCyJrVius5i+6DGf13eE8BEykmg5B/DB+/yu3LTIl/ne/KcPqDhWCdTJceQu54G8O3m2XA6W7c8BxlH//sAppisJrC3YtnM1XyMOLD1D1WAO+kx4vEA/f23cXO4g790fN+xrMMgQm7HUctrO+2CE1dmmEwOXeJFurkqvU1ZAwt0+8iFvw6kYrAgLHMdaV26pJdlmTnmicwJo8r87NbURPFvCZyMDqNb0xs17YinE1zOLtpLM7vrsBYpWOmejEl2SLoO+ZvXR9BGsGfYJRmNV9WGA2Bdj8fuerVeQBj2EUUBgiC3557HcLiEk5NP4ujIhIEzQzvbIN2IH7VNyhxfnRzi88kqQpvALtYlVmGFhkJLIyeApMiwqsbeDhZVPTM+hCJZJBkHSY9TaJiUudulk5Fh3hmXAVpZ94d9zS9CKl17bpITLjMA9cWprBJHSnbJ14G4H6sTcVFefk4q7uSEu0/mjZIpA+TOUIpW+0WKtWyI8fjAAWmlAlcfUpbTmUwOXbFkCsgBYEu05aKMxWG3Wr3a4kV3mFwwfDDRNEG78iE24ICsjO8ikgkafaAi62j5DESmglp9uNoOWpfNYdDWlevabqNIfWZJXses/2Ntyrc0MW8AHDCXbmQJlJIiQ4Ksyuek6mwV27+WDc3zY6MBCdCPj+8DMPPj9fEB1rMTBywl29Ypm3WeH5WF0AZ42jI7cszw/jUxOwBq4NpFGuq6y9UH2PIHAFbtMfd1OfUZeS75un+epvHogxf/eZBt9McCzQdw/K7UOTWNOYIlmTOMAJ/Pn/yeLKdTY5qs23wYmDxzw3xUO9daNsQ1+7zKTTPP02RPJNP38vKLUCpweZhk5BmBinRDccKV4mUAFhyEjqUiUGFCvDQ9QRSZjNWM1BmN9sBq9zLiTKYSIGBjO8zEX4nCJWhrEn3LSDupnzJ9UNWbMwAxdBotirWjKHCMFlABJuZjkmCqSglQTyeQpke2rwqhfQpqYKwoJphMCluSpYUsGyKKOlhYeM5eS448X8Jo9AyOjt7DYLDl7ke9bMzFAaakzPHC5BDK5ojajhO3cNCNNojabsF37jrhWhqGlaZoJ+rgXmcR65MjF17P1/kdGXGSqQAbk0OXFZnGpJBOfK7NpO+qsQsAIycnp2Gyu/8EwABhDQRxkmHkHkGPcytKAbyqxOGMsPOFmDymm5yCGIOoja1WDzfDNubtNXzDFqf1M2ETMDGr+HqR4fZoFzs2l9MwiHDLPt9R1EVZZhiPDzAa7WEjnQ4tZ7LDrcc3TM602AImgjaCZl6jnKz9ulQLYsIeBVWuIu5s3SJitUdAxe5w8pZMFtvDRVOCrJF9bxDENXdPY5Slx1Y4nZFLH5A6MNfEhPHa+dtf6GDZhBrDao3MkkwESLB2Y7yPVVWBZD6nw7ASbbNda7ZqgmSKV/Mx7qFaTF8fH7gM/7zmTJno2M4FzkWAAXoEdbItEO2l+WHw/j2UALkpYq7JldUUcXuaG41jbBbLPLWBE+fnMXwG7bzAW7JIBD1yk8Dfg7BlNHthvY7hOuoJcyXzJdvB9o3K3GiT7KaTLCTHqUxzweePx3sqGKYq/H/oNExy8fejvaT5UWUA0O0uY37+E0iSFYRhC7u738VkcggAVjDed8c1ofxHTsNDsFWBpLDmViuKDK3WnHNfhWHL5o8ZCn1V5WZTKnTHZmkSgiYJruoJJeEAju0hl52boIcMV511MvmV2C4yduxfAC4VgXRhRlHbHUv2tbw3WrNAcoDhcN2C1feRZUPXj1WG9gxBcOzcnxdhsS6xPjnCwWgPX9Ul1sie8H3BChFUSD0OUNWxGgYRisVP4vOr1/HgwbcwONp2RVi3Wj0MKQBkpJtdHLdaPSMktCBrKBZNoAobJrjYiuccg0PA4ES2gmkB4LJ3J5JNEOAIsBNF2CyUlLs/ySaxT2R4L69vELXxctTBVpnjXnaCLDP95XbxvL+BqC+mAmS2rAGvk2Cgn09wr0gxGB/gJyzYKssc35wc4bpNMipLwczazX2UFmqzEG+kRwCqxWvkLVpsnw9G+N79OMHdZAVbrR52og5+ce+tWrFnVo5nCY9B2MJWq4c7yaoD3lIwDtSBb1XrMK76Hgrrmcl0z92wvxjLtkb57OtxLGNQT9bpu2gkUMuUybrMhYe/+bOaj52IFgA2xgMXERnr0hWvHgYRdoJqoyFZDT4XdLkx1QUFy8Mgwlo2dOCV5wov2CXHygNMyQBMAyUflPivA6b/37bpFprc5jzu/TiZOv4LtrzP2BunPrjiMQATaXYYtlySScloAXUdnQQpTeBEjjXZNh+EyeNK5kzOR4cWJHEcbdj1HMBUvUeej/MPQRbnIdmHLBK9ko9NclBqS4OotnHhGFRPQ1oBrbWLFKvnNqona+TCzNfl/9La7QXMz68hSRYRhsf44IPcHZssEa0OuNRUrTi69yhopnYoSVYdsJpMDmvi7TpgCsB8UrIwsNRbSXcdzy2j/6SOi9/n7zBsidpuoWO+KNymm4zMj2yb7+qUaQrqpVmoOTkBoJ27NAhCC8QUiiKrRftdNMMU2h3n3fQYa0BN0CeNboum12XGZFNA+DoOD9/FYLjjdhxkhbbjOQC2Qr11O2Sl1TjpEpnIAcLfsnjpjk3n/2pgMs7v5KOaYNtNVExIqAsnQObrAGoslKTWfarcuD6q6DuXT8oK5IcqNK4a0babNqITItNtrEuXz4ouQSNcj6oJzuZxGoQtvKZMqg5OUmuW/v5BeuLy6bjq9EVWY5j8HfJFWGCTUpKy910Z0s3V5ErhpD0MImy25nE3WcHzrR52Dt91i0zNbWDdtSx/st2aq0UZycWRzAzTGMRlUS+Jo0KsZyd1ptJbiCT48MEPr0W2j4sVX+P9kceV/TAU44CuarJL6+kx1idH7tiyliPbI4H2Zqfvso7fGO/XEhOu2fET6xKDfIy4XZUcIbsj2Y+LFn0rrR2gkJsJ6fbiNUu2xgdRw6AqD5LoAi9YoOB/zm14LCs8CFu11B9NYMIHXbmYO+iSagJC0po+47v9CJ6k9shnwHicfV0acbr97nac4NCOI46p9fQY1zz95KxxtGtTBnAze+vkgQPUSVnPDRXr0hVNl8+07LNZduGZvrNsiJOTB1AqRBSZrNPt9oJjRKo8RTb6JzadT72OdC8RZJ2cVKHzUrw9N3cVQJU/ieVJwrACCnSFkXmpM0w99HrXXHRPnk8cUDJlUoYNaQFM+3wRO9k05i2SKQ8o1q60R1V0m+mDSoMlQR7dHUzCyczfEtAwt5MpNpyg2122IKtrS7+03PeZNmE83kdZ5hgOd9ydo9uTjJwEjGfptB6nsXYTF7pBYJgbaou4c6jt3kQOpKTMa6CjKvRsJh2Z7I3/S4bp5aiDN/Oq0Khkl7jb3raJ1RJd4FPdZbw4/yzG4wOMxwcA4BaAfpk5QCMr3icAYm+HBNS1Ri6HkJ0QDXjpoK8CxHZyINiRk8yODU/npPRqELnIEdbnI0tEDRMXYRbKvNdZxI+2F/BMax6dTh9R1MHh4bu4lR5j007gbPeN8X4lBrYJEFnWxo8UvEhTQBUNB4VBFCNh1mYLWPplVptU6eKiSyPWJbZaPfxW/3n8dO8aut1l3N1/G68Od9x3KGZmoAFZmM3WvOvrWJe1Wm33Oou1e0vG806yio3xAOu2PIl0jwD1kH7H1BRV6ZUmd5sPlGiZqkK2ZwmYeT0EeEmRYV1Xrmrm2pJuSgn06Q6/M3cFL8QJnos62Laf5c7/+vgAcTEx2qYgqhKuWreNXIxjXV5gvK4x/3xkKGUfy2eI7QTqYfNfT1bxn119xSXDJWvkH+f59Bi7UQc7HTvXWKDqXFfi2O9YfR7v3UKR4n6c4F5n0bnaeT9kpn9gtu5oU/T3sgqcTongecqNK4zXuq9NKgT5Gantk6w2mUQpLvcZNDJSsi/I8rPsFFOjSPZO6u38AIunItO3ZJhkaLp0KflibKDKtC0ZKAmgWOONQAOAB35SLx+Tct+vgEzbaYl4Hsk45fnE6YEIvmSKA14L257nY9wRVOcLqMDZdNSespFtmWCoNL5uB+fnGwAJmaaimDiQmefjKcBUuT5Ddz1R1EW7PY92ewFRdIgs6zjwY1IVjF0YL89FAS//r6dIuLhFj2fiQgeR4M4kbAwQF/VitIDYDVHfYx+JaswVLgeSFBESXBGkhGELA7ILualVx3OTRXglauOrugQK43JttxecBo/Mkvtx5S+EOJdMkXVjOEFv2AIKYBiFtWuS18giqPJY8rdhLVRVVgYwzFCRYd2CKwImMkJuRxZVu1yTX6lvcmLFCY6P75s0HCoQmpms2tkxJ5XVl/Fz8RNgl4BqHMVl4aIhsyCsFyzWlTjeH0tyPN0KYsf0UqwqP8+JeijO4xd5luOM44jfjbWp8bXSWcROPnHskjT//xrrKHb5vsvEd6nI/2e5fGV/UM8EwJXf4TUmusCC0Pf45+cztRN18Ck7D/t6vFiXzmXJ39txgoFq16LSmljmizA3jmaMD/+1WfdpELbwWnsBX7XHIoBo0iwdSgbJY50l60IAQw1PZDeAm+2FWsBAU7t8I9D5Xpljxbs2Fv49i53xwdKeGxRANQABAABJREFULrHm3Ts3X9n/ma7DF2azzZIZbjq3n6yXfUgG1fXROfoAeAJpBaiVMULj1O3wpSA5zycoiokDLVIEzmNoXeLw8F0Mh7tgNus0PXF/Z5nGycmDWk4kFr6VpUn8JJpVRFqB4XDH5Y0xAKLSQMVxF0UxAVC51QADlH7H7hKuC1HpmyrAQJd4XXyWfSGBSGyryMvq7dRISRcfAQ3TNPA6DPMzce45rQsnJs/zMU5OPkCnY1gx078xjo7ew3h8IECTYaZGo71aKgWyaa1Wz/XLrOzjH5WVYoKIod3OfRDESFRgAUUXMbQTZtPdlSkTtZbp0O0sdt69jbsPvoWbwx18ykboyKKsTEY5CGJsdvpQtjhlv0ixlo9q5U+4qxkNd3DdTliTyZFNjmpqpt3KhsZFAV1lmLYJNAFU0WlisZEWBxEGaFcUvE2lwO8nDe5RthcANiaHJuuyLpBZsXXSWcRnOn38IUvD6NJlEHcpDOwudC09wa2TB/j9IsUNXToW8q2j97CeHuOGfUZdZJRgP1gkeahCbLV6ZtcngONFWqYCvGOLebK9jHKS7g9at7SRb+L723GCjfQI2fvfBN7/JuKywM3RLlbyMd6xGjgAVakduzis2UR5LHpM1wGZHpn8lGNvK57DH13awL/IJ7g1/MCVMvF1LmwbgNpuuskFRFsRbliKzsm+8Xg+6EvKHCv5GDdHu25RJns2CGIMWjHW0hOs6Lobh9/Ni9T0nX0uAwvaXx/tmqhMOyaYMHQkQB4LPdMVw3Z2y/zCM33nqtLvAaiL/q35rl7frTUMIrx28gDxD/45/mJ6gmv5yDBruqwV8OXPtWzoys4Mg8iVopHpMIZBBAgdWaZMVOLd7jJ+sPwi4rLAK+N9pyf0QYsPoiXQYZJMP9P4rFxOTcCc3+fYet7LZTUSujgWvfZNAh8GX9zQe4agsFpUX5slNwtkePm67INyRqqcCwdMMuTeLzjLEOQoggM+EkhVYf2FC2Gusk7Xi9uSeWLYu19qhVZPKlkAqPRDWWbSIBCosE3M+0SQJdkypWxSQrsQ0GJdB3v1cP/K5VjpnJQbYFLnRWYJMODMF87L6+L+h/1igN8IRdEViTpzpOmJA5uVS5BgSDkXozlPG2FYL/1ykaaVNwF5KQ0YveNcHF7IPYCaS2sjPcKN8X7lGrN5knjsVZY3icyiWlgQUJv4VFV4Miu1m8wB4E4xwU/YYAFf4M02ZWF9J5l5xUtn7dpcO6zQ3XdF+ucBKuDCvxNtXIMcI427NNGHiS7cRJNlIzC54C27SaA5vQGvN4DRVuWFce3ZRXYYxoAQgF+UlTWWq5gCmrKsjW8EFgQ4/SLF+uQI1/LRFICpJVUtqp1uUuY1EEUGBRaY8nMs15PoAiWzu5f18SHttB3+rM9IMHWanqxpN8/NCABkZYisrFzTMj2Gf17qj+gacpolC4YITn3momsZ1y7gAIMDFCpwLvuLMo3Z0VrSGlkUXbkoY11iLT3BC+mR649Z3wEqV+uCCqbmI7rhpBvWj750oFxPMzw+wKPtNVyXf40SCJ5mdOfteOfxgSYB46zj8ZwLdiz1y8z97YvVZwFXqT3je09FaZQgCK0bqOPYnLLMMR4P0GrNOQZIFnVlBBv1TnRZUUMkC/lWGarNRD6ZHDpgk2WLNTG11BvRyjLDyckD29YIWTZCmh457RDBCQELE3DyegyAK/BK1MabVmhLyo/CWNkGA8pGCMPYsUisexeGMX7SCsU7nUWEYRudzqJL1GlSAhw60ES2iIWLyzKr6bRM9F3hRPGtVg/j8QGKIsV4vO/0WDKyT6ZqYKHgKOq64sCt1jykruoirIBy+pukyJy4mIvvIIix7kVhSfcHRaY8xq2TB7h58oEDG7XSBoyksKkB1tITbGVD3BDtoUsiU1WJgI3JoVtIr48PkOxtYhC1MSd87gxp5/fvdpfdpOnrRQZhCzkpdrsgSDdLE8tAtoQMynZrzoiNrZ9/K55Dv8ywlp6YiKbJIfpRB1utXg3wJcLlQnEpF7l7YQtr2RA/Td2Tt1ulToV9uVqOHePHyCiWtJlVT++jssCricc2SKbrebtLpUnGaRRErpDnlxc+gb+ycw8vHHzfLXQs3Csn6mEQYcUuXJLF9BcEjt2FIkVux9Ff2bmH7cEW/qjngvFdE9uCAZWLuDyP1Jo0LZiz9Db8PQwi3I8TwxS25913OJZ+a+E5bLbmXaoG3yXIYy8UKTYmh7WIJhn1J/uHbk7pnhmELXQDE13GUi+zmIGPyhQw/ex57ZdRk76bjdFxd5JVfHn+WfzSzpu4MdpzzzSjDf172BSoIF8HphkfAtHr4wP084lz+7HN0nyGSYKll2z7N9gGTIMlOY5k+xMLlIZBhIEARBy3HLvr6THesZGnh1aT5INI9iNfX8umBeyyTX5b5H2KdYnN9oKLHHwqAJOMTpudowg1psVfjKWOCUDtGBUYKWoCcaAKs5fHAQAWnuXn5WfKMnMCdAPYQtEuoCxNDTcei+xPFHXwMoA3YW7qqwL8yWsga1UUENeqxbEqd6TJJl4Vyc1zs4iFYRvt9rwAn6HNM3U0xWTx/Fk2ElF1shBwlUDU9E297pxh8zKUZWiBYtu29eImqUIxG/f0joMRSGv5qJpILFULYIoxcAtZGNd2/zVWwO5c6aJilmu3aAVGcM5dnXQBuiK5hUlsx/a5itospyL0RHTTSd/6yE1MlTB8ijEKpqPNeG0AalE1LjdUacrG0I3yibkreKbVw92yMECv9HI3MfklqoSVjvYWrJVkZ1w7UVQLOLOTi931RQOmUjC4NN5z3ie5W69di55m/XwNhZyUuYvlcXIV1IT+FJpvt0xEJgWqQCVM526ZglaClhUPoB5a/Z1kG1xkUMNOvWmha/qsZCpkGLgr6QMgDs29vT13FSsLz+GuzcsFVC48v39qLtsG4CEBIQBEM9icYRhjWGYonhDDJNtM4+sub5nn4vSt6TW+3tQ38lgSiG3HCXIV4HlKEsoqOeVqPkY+OXS6SEbLSn2QbDu/S/cbM4svqen59zzXI4/PNg8Dk2E7VwEgQNZmax53uitOnE4w5Rfyle2c1YdNfSZf98HnLKbyQgETo8FkvakKfDCzdGrdcl1R+qRijSQIMNFfPbfwZ9kIsmwHQ+IBOEG0dCMFQYS5uSsuUoxRcBI8VUxQ4VIHVIkxj6F1gSyr8hCFYQvd7jLyfIIfcy481MTs8vfXyxyZKnErN+CLKQMoIqX2yiTenHci4rI0FH2SrCJJJijLeZRlC/v7b2M02kOaHmMy0RiPBy5rN6/dRGtVGLrqv8qlYhi1rvufjBWvg0yhYbRm1VB//JaqwC0scWjC+rk4b7bm8Wp3CVs2umkrnnO15OSCzJ0IAMc6AXDRGdK11UThQgWIrZ6DBR3DMAb23nIgKSu1A150vwDAV3rXXM6euCycgJdaJkaicYH1d6qxLpFpH4xUGZxlgkQeMwtCxzDx3D8+dwVpeoztIsXKwnN4vr+O1dXr6PWuof3Wl3Bw8H3cPXoPa9kQN4c7NVBDNxb1W6wa79pk51JGMwGGqWJNPy4eDEffbM0/ziFyLiP7lakACQBYLVxS5rjTXcHdZMUxA9TC8X9Gy63mY6xnJ7g53EG/SLErFkbfxSB3/ZkKsBO2HUDbiuewE3Xwd1av45WojT+1fQfrkyOscFK39/aamNi/OncVt5MrLlcWgCr5qdCxNAEkGSXUtPGQeg9/Vz6w+Xs2W/MuTQKPx43Dp37kT+G5534C3/72r+PX9jdxY7SHtWyInx1s1UK8eY7ICuW5SfATa2YqcKByGESATT4oWQxGyp7lCnrcRuZ3iq0k8A5bhgELIrw8PqixsPwOmTYAWC0mUxFvTX/z+QHqwGw36uBXVz6FQRDjf/PgLq5lwxprvpYNsWFrKGYqwL3OIr7VXXY6IQmUCLAYRbeGCmwMxWea+jzWJTbL3LFQNAlMGMnHtnAePAxb2Clz/J3V6/gTz9zAf/r+XdwafoBbJw+wPjnCnzzerrnb5PH4m+OnLxhLmX7C7+NaNHIQPRrDpJRaBPB3ALwCs9L+WzAEyn8J4JMAvg/gX9da7592HCMYnkOantQYFMkS8f+imKAs6wkRfVE2S6JUpUJClGUFxgJ7nxjVlucTxLHRB9G9FsdziKK2zTmU16Lx5A8AC8hKx5LJ93xdlGGtQgfAJLskweJNm2aArriKaVLic6EFYisum7cBgAQxSyiKEnl+Yq87cgWOJQhiv5Vlhjwfu/5naRq+XyXXrBi1sqwKEktASbfkeexxjKPcMkxrtqYabRhEuBF3EUXdqnyJLhDnmcseTLaln1Xh4swAC1RanaYdiGSPZEj/IGxhqT3vyrQkZY6BqFXn076r+RhZaib3YRQB2UktH5PvApEmH3hA5A6ROi0BliR44Xs7UQfXbdZ7ABiOjH5rPD5w7mgmP3W5f6AAuYsuCyOwzyemHAbZrwZGwrU9jDHUBQaCWeGEt2kXlPPY45qLuNCtpSdTgvNhWLku47Ko8lF5QKifT7AajrGeHjs9km9y11pzFXjJVhnA8K0c+OPKMJdki6jnkS6OpMzRLzPHGK5nJ0h06fRvvMYmVoxgo8kd4zMkpwEQMpXcECTaiNu/P3gH7fYCxjavl8yE3cTAxLqs1b9DcIqrCMpdl+yL1XyMYRif2yX3uMZRoRRGQYS+N88CcGDpbnfZuPQbtElAxb4Ng8jV1/PNZ7FkX8rfC9adVYv09UCQBJqA6dNDC1oXinqdNp/hk8eT48i/t7OYnlnjST7//SLFgi5xc7SLg4Pv4+ZoF+vpsdMoNTFuPKdsm7zmpnb4bJp81h5V9P23AHxJa/2vKaVaMPrN/xDAf6u1/htKqb8O4K8D+GunHSQIYiTJFcdSyPpndBERiFBfw9darZ7NtXTiQuSrUiCVaFq6mIAqIaRSAbLMuLRYdDaO59DrPQOlAifuZpSazGPEIrk/qUuUZVZLVwD42brrNeVkLiYfYFFLRJ0WjUku+fkoaqPdXsDycgdhOEaeJxiNuhgOd1w/yezbzG1ldFjDKaE7c1aRwZIuTPN+URN1s64fdU+8V2VZoN1ecGDvIsZRogLciLvIxgfm4YHG0LIFz9r7+qnsBN9WAf7cwQ+wlo8cpbvZXnC0LoXLLo8SHzRRNqW2ONp7TTErF4udqIO1ziIiq/8Bqki3tbSeXDAuC9wY72M9O8FvLH7STWqJLpB4E66kq8lUkQkDDGhZK0QZFwItVQ9ZT8TnAeB6PIdOZxHz888iCCIMTh5gmB4hngzwI+MDxPEcxuN9fCufYIPpGmz4v2ORoFxtMAOYQsRBCTS41QgwpZaPk9jGeADAACa/0OYp9ljmotQC7xtMPCrctQy9fs2Cyux4G6v52LmUOBmvFhPEE10rr+ADJLl7BuqRa3IhW83HuDnccf0wCGIgMu91y2lRL1mD23NXMVQhboz3sZKPq3Io9rfs7yYAxLHdtCjOWtwyC+iGYYzN1rwrX3LDlr4Zbv0LbL7/TWykJ0h0YbLn55NGLRPPT0Eyr58JB/lZmbh1qCN0ra5pGJiszqsY4253GQ+RiemxjCMmgWxy277dXsBXetfwjxeex404wXDwzpQ+Ufa/ZDF9wNjk8vWBA7WHXzx8twa+3DzjbcoACyigsW3rr37BFqOlSVefD7RqgSoWuO7rslZ0t2nD4Lu/ADPeudm7bpm4f//938fu7nfd9xgN6I8jP7WEZJvI6J72Iz+blDl2os7McXQmYFJK9QH8FID/OQBorVMAqVLqLwD4k/Zjvwrgn+GMwWWE0SMHTiiYlhFwrVbPCagl6KmyUmundcrzidND+YAEQI3BoiDcME1jt/ADQBS1a9Fq8nh+aROZsFHqggjimhI5ygzfBEJVlFpUi3wzeZAq/ZYRvHec26vUEfK8gyzbcYkmyY5VzE/m2ldFCYauHwjQmG6BYJTuUl9DxjYy8SePy2Oexx7XONK6xL1siJ9mpmOxSH/t5AO8atv2SncZg+P7p5bgiK0ep+k9A6JsJIkKapF3ZFg2JodYnxxh0HoHcdytMjajcsfFZVFjwjhBXh8fYBC2Ghdafq5yuVWZwV3hXjH5yEnM/y6TChLczYexK5ET2sWU4HGzLLDdmsN6eowNMXlL143clWaBcbkNw7hWW6y2uAVVjipOTk1J8l5TAf7ZrJtu7XHORbEuTVqIYmL63jIzkTald26dPMBd6/b481Ysy8l3GES1LOD8kQVt/fvJRZWvMSKO/dEvUmyMBxhE7ZoIuikCiotHrEsX7NCkX2tiSuVv+bffXh8s8X2Wn+BrW+15twFJiswlmOwXqYs8rSV5FeOIP2T7HDMKhftMRGtB546IXmW7ma9KPkPnSU7xuMcRF3K/z5k+gq77a/mopsHhJsK/H02gwmeLfOaQx6FwnuM19sapPBZQufm5GfABHX/741ceRx5PapuWVIBhw5jKxP12/9v8bPQCuPQmoj1yo0EQKAGPf47MbqT9cSTbL/Wi8rofxSX3IwA+APD/VEr9GICvAfirAJ7RWm/bz9wH8MzZhzLlNkajPccwGYai5QCLcfGEjjmRoEmyIEYsPUGawoGNKjVAFV1HwOFaoKscRjyufF+6CLUuccc+CCbCzWo4sqFlhIzuKI7hwF9dRF13v/G3FJf7qQ6CoGoDAU0UdUzpCsQoiy7S9NhqlA5dn1TutbwGOKVmq8pqXenJGPFW9Y+fPFTV7k9RRDVW77yACY9pHGW6NAu6vX/DIEKcG53Q60WGwXgf7dXraLcXsB11sRYOgUyIo2F3dnQrFZVYuXYeIVqOdYk4tJOD+54p+ZCUOe5Y9mcVYgGlaBzauf0YZRbrEjdPPnDZr8lYSSNnx9117ZjiWjipODbKCrPByciK07dbc9iOEywKkEzAxOimtfTEZOEuc6d9isuiFiFFq4l/VYihHRMsWkxj2wZRG0MJ8gSIPM3t49ljm4vaNvsva0zJa7tO9lKXrqaVjHTyswLLMH/ZP7x+XiMXHd6z3I6Ja3bBJTso3VeSXZLglW1iDbMml2amglpAgWQy/B25vzj7iz/PwdqDXLRet0lZM1svTuYIIqikC+3QYxF5TNmfHE8y3QPZXMAGHuQAIjjxu+ybc2bzemzjqCVctrwmGst6rKfHyKBw3booJ0XqIsVoTW4meU8kwy3vIbVMkiEh09Tk/ou1LUti/19Pj91xm57DJjbIHz/+OSQj1TSOCGSk5kjed6CKLJQbXn5f6o/4fan7JBCSubv42fs2Go+fo85MbuRyFTySSy4CcBPAv6u1vq2U+lswVKUzrbVWSjWOVaXULwP4ZQDo9daQpiduMecCz+zULJAbRW3nSuJiLiPrfCOQabV6aLV6VoxdCjaH2b/hABTD5EejPVdfrYoEq8qv3AzbVUdYzZQ5Z+ZcfXluPhPHc7XacEYsXmXclnmnqr6rWCv+TaCUJKtOXF2WOQYDkwfIsGMnwg0nI/sKe61V6gMelyJtMlbMuyRF9DIykaCq01lEno+caH4Wo3eGfehxJMdQaPUuLEzqdh1QRpQYhPjK3lvYjhPcstFyBCNyIXdRbgzTB4AAuBfPI1PG5cHFMIHQAegCO6qDrfa8e6g5YfoLk3FVRbWJQE4+dGtlQYhhq6rvlpS5AxdApVGqLXJBiAGmM34bYAWnL9q0Im+GsX/t5APcsGB7PD4wugoKnnWBWAhSmQOIYlrJGm21eni+1cPbNm+Oy0NlP0dhPif0jdY8bpeZS0qYIHNtHwZRDbR/FGMIqI+j+TjBdpzUanbJn2u25h/DmWft9jn52/RtTgPBshQvTA5rzJBk/1gm5pqttXYtH2FE/ZsHvuT3+L48JttDUFK7XyUAy2bKhV2Ku3mv5DXK+miusKllANayIZIiw1esmH89O8H65EiMnfqCGqnA9YnbJAQRNtsLuNdZxM2TD7CRHrlnAjBjfDOaq7Glg6jtyvY4FsvOebOiZxvssY2jK2HbgWp5b2JdJdjk88P+WJoBTsmayHtPV9ksgCIBB1kZmX9JWtNrTWNTAnDX92Ld8nVB++K6+H7m/V0DRsJN3bcAW57reQvifKaL/zNYg8fZtez5dtTFjfG+e+Ygjrtrv2NYrCpNwa69FskO74Rt59r27TyA6V0A72qtb9v//18wg+t9pdSa1npbKbUG4EHTl7XWvwLgVwDgypU/qhltRcaCAlPp5iKgkYu4z9RUizXHtHLRa9Mapsz+XbiwfzIpdGuxwC5F0JXbKnbnM2yNKWFCFscApkkN2LH0ihSo+669qn+qKDq/GG5sxbl0WR4f3wezlBMoUU/kAxe6XOI4cddqmKrEAUu6JauIwgi+G5MlMMZjuH6SDNxD2IceR3IMRfPPaheZ5e2+5d+k8PlZYDocXL5HpmkrnnMujqTMTch0AfQBVzh22IldjTlOUNzV8DyxLg0o00VNF+WYJjtukzIHs35kqkqZkBQZYIvwZkEIUOxomZ8a9SyO5z4TBY4h2bILFQCTXXl8ABy95yJN6EaUhX7ZP9QfEaTy/092l9HtLmPj5AG2iwyreiwE8aGb6FfzMV6IE3Q6ffxkNsQ3igyrIqoOAG7aDcJHOYb8cbSarGiWMeFkybEjd+aHYctlm/YXOaBaxBNdpaIAgC0b/UNQHen6Isf7JtkV3gufLfJ3+PL80l3hotpEGo1MGeH/sKzYUv+78rg8n/ybWZel62I1H6OvUnzx6IfuGVi1lQ/8RZ9/ywLE3BzcSVax0buGzSI1wnXkbrNBsA6YzcUgapsCtSKP2aoeu7E0iGYvdJ49tnH0yfaC5mLsg24ZDSdBr2Rd5HPsJ+IE4BZ6P7KOx5TH80FKk80C3ad9rukc/ly6p0sHmMhgyT4hyJGuOI4bGRRDoNnUJhr76NCyUtutOWy1ethsLzjW1QeAO+IeSUaLiXhltvtB1Eb+YTVMWuv7Sql3lFIva63fBPCnAfyB/fklAH/D/v5HZx1LqdAlVpRuo0pcXSAMqwK6Mh8QAYBkgoAqXN+4xK7U8jyNxwcuX5BkeXK3G1AOeFQ5jyodT9UHdebJXEsw5coCNFjotigmyLIhJpNDF+1H9obMmdQKSRdct7vsopjS9Bjj8UFNOyXLoPism3STEeQxCs7PsSQZJamtkgWM2+0F1xbmgzJ/m3xQvd61c6UVeFzjKFFGN+Ei0FhzTdReA4B+PsFWe762W6KAuql8iLRMBdhq9Zy7CiEw0JULjJmdmXhS+tbl+Wr6E7rQVFCLJuMxGaI/6FrXlV0UVtOTKsrIyxzvJiRUwGkQxEAQ426yYoASlCuqSz2Ju06WmCFYsO3cbs3VhKw8HzOax7rENydHeDWIcDcbYV30JyfRG6M919fbRYpVFeJ2mWHVflbS6AsLz7kxdpo9zrnoJDBFhBnqTrAk7xmjjWR5CnmNFCsP7QRNoNK1rCNzJiVFVpXwEaCjT8bNYw6k+0XaaewJ231YpNgJ29huzZmSLKKAsgRkPovgL+b8eafVw3bUdQuL746RLBQXIrpSdqKOySHGz9qSP8xltoEB1tNjbA13sDEe1FyRsR1r123B6liXGNhnpG9L+PTLrObe+XJvDeocwPtxjqNREGErnsNrqNzjvIZ9bRI+rjO4pIG94Xf4Ov/mca5ZTRjZJ6l/4n338xL5rKM/dvwcSvK9pvB7+WywXdKtt6SCGmtGsCTH73ac1MaGBJaZCqpi6vZZk+kqZKJV9g2vO1MBXkiPcN2yTMw95RtZK96z7ThxzyXd3rxHd5JVHM8IZDpvlNy/C+Dv2WiCtwH8L2AClv8rpdRfBvADAP/6WQehzkeyFDISTYqhmZPIZz4kCzNL6B3HiQVFqgZI/PxK5vh5rX2yZh1fMzXZKnZIgibfRWgA0xzSVNvcURXwM59VkAkw5XHITkmQkudj59aTWc39fq00UOYYxt1WgHmuZvUXzysBJbOBA/X8UVXUXBtR1EUcdxHHcw+jY3rkcaRUgFuBKExqd/WyUO1UOnyRLgABHJvUZK7YrNQAlbq2s2JIN9+nGFu6rNzxJMiZobBwkwf0VHgtmZ+acPyUsh3URW21ethq9bCWnpiFmWU7RC6loc1Ez77hJCt3uZkKXGJMcw2m//o2NYUEn47Jg8aqTeVAN91t60KpMW12Qr7SXkC3uzzrlvj2WOaiTOpi9DRD6S9OjIZin/Az3TKv3RsySXwtUyZ5aL/M3DF4TnmuWaxPvc3Tbj3JKsjzb8eJAdpp5trZxPrI4/C4vP+yntdGemTCvb2Ium6ZIw6rJJaHp0Tl0XXu/teFAz9NYuMYulZuBxEqV5zYQAwDkzn9M50+3pjxXDTYYxlHuTKCZZ9d2tcl3ipz7OoSyypAD6gt/L7J8SZf87VR/v3yxxG/J62JzTptnMn7cBi20G0AORNYJsljouTf8mcQtrAbddCfHNai3Hg+OVY4BmcBPx8YEoRda8hf5TYnom+ZmDbRRe254PVuxwnSGffpXIBJa/0NAJ9teOtPn+f70ozQex5ZFgqXlalZxr+VCpAkqwAUhsMPkGWFc3/J/EcsLkvQY5JPjoUgG+6YTFGgdYnUos0m4GF+h4iiLpio0oCm1DFAZLqMGLqwCTZNuoIkWcXCwnMYDLYwHh/UAEoFPMIaO8Xrmp9/FgsLz7nPHh/fR5YNnSaLfVMxQzFarTkXWShzKaXpEVhwl+coihQnJw8cCIqiDpJk1RXeHY32XD8RYAZB5KLwqNkyzNM84jhBpxMjCJpzh/j2OMaRUgpR1HYaIjmhNk0M0u02VKHTI/nggQ8wo1rk7o8PFB90GcXE72eoJgnm73HnL0N3HOl/B6oyGARp6+2+A6R/uP82bp58ULnb7O8aFS/cL4Mgxu3eM8D8s7hj2YS1fORymMh+IgiMtU2c2LWJGrXR7bDUBMFoVhpAuJqPzTEnR9jsHCOJutiK59yO8MZor0azD4IYSZjXchkB1Q55ELYwN3cVvd61c93/xzUXJcqwcXR5yDbzfvgLwIDuobLKKhxroz2isJmvrRYTZEKPJF1y/AyjmZoWuEwZ3YVsi/ycHAO167Lu6F9d+RSujw/wxcN3sTEe4Jq3oDZ9l+PyfpzgdnIFt3vPuLFDV4dcwP3v70Qd3G3NYSdso19mtmZg6DYh3ADw2teyodOSbMVz2BIs48bkEEmROTcfI0pdQW22A8psWIII3e7yuZPoPq5xlCtlhPBeIMBSmePFIMKyBRWcHwhGgWo+4UaiKdLuLIF102doEqxIm5ojxb2U+qf7cYLf6P8RbKRH+MLx/RrDtGeBoARNPlDZiTp4s7OIu91lp+fyyyc1Cd8HYcu515y8QvSLH7xAlpPz632RwJQJOSVrm5S50w3K8czzb8VziINmaPREiu/6DEuTSTcRQP2R/yntAYXcARvfpVaBrMqFJyPUqrYoe/4QZVmxL5Kpqut8Avf5wIpXyaLx3Pwtr7d+7YYJi+PEZgkfu3aSfWOdNynINueNnSarEm+XyLITAFVCSt/lVhRpzc0JmJQLssaeTE9QFTmu7qFxf46BC64RrlQ9+ofG5ImSUaL+xwdRMnoNZTE1QTmhuDcRxdpGRXGS8Ngel9MpgAEZVsfk2qamw2Dl8cMwtuL8OSewBVDTbNWuF6hpmnaiDj7RXsDNySHuSRpdsGAIPEYpjKvotnxSE+XWJmMVuJw71OdsR91aOyV9Dwg3KI/jabAAuKz2F21sh58IcdYOnNcirWmhkgDJB0r+52a2zQMkXTTv4P28S7yuz8YJvk9XkNXanWXSZcRcVP18glVMh3hLS8rcRSQxIhJ53f1ohP7KZdGX4+RQl+5eEGABZoPQ9cCpG8seoAVg57KLLY1SnlLbDzP63AcrQD3a1bemMSbf84/d9Nmmc8r/fQaLf1PQ3gSQTzO5eSTbKa/F3wTIewxUhZUl65mrAJnHFrHfuAluuka/n3w20P+smc+ax5HS+pyBmI/BlFIfADgBsHNhJ318torLds+yP6K1vvIRnwPA5Rh6gnY5jp4e+7iOo3+lxhAAKKWOYDKEfxztchzNtsZxdKGACQCUUr+ntW6iQp9qu2z302Mf12v6uLYb+Hi3fZZ9XK/pst1Pj32cr+nj2vYn2e7zc2yXdmmXdmmXdmmXdmn/PbVLwHRpl3Zpl3Zpl3Zpl3aGPQnA9CtP4JyPwy7b/fTYx/WaPq7tBj7ebZ9lH9drumz302Mf52v6uLb9ibX7wjVMl3Zpl3Zpl3Zpl3ZpHze7dMld2qVd2qVd2qVd2qWdYRcGmJRSf1Yp9aZS6i2l1F8/+xtPxpRSzyulvqyU+gOl1LeVUn/Vvv4fKaV+qJT6hv352Sfd1iZTSn1fKXXXtvH37GvLSql/qpT6nv29dNZxnla7HEcfvV2OoafDPs5jCLgcR0+LfZzH0dM2hi7EJadMFsfvAvgzMIUP3wDwC1rrP/jIT/6QZosurmmt7yil5gF8DcDPwaTJP9Za/ydPsn1nmVLq+wA+q7XeEa/9XwDsaa3/hn2wl7TWf+1JtfHD2uU4uhi7HENPh32cxxBwOY6eFvs4j6OnbQxdFMP0GoC3tNZva61TAH8fwF+4oHM/lGmtt7XWd+zfRwC+A+ATT7ZVj2x/AcCv2r9/FeZh+Tja5Th6cnY5hi7Y/hUcQ8DlOLpw+1dwHD2xMXRRgOkTAN4R/7+Lj8ENU0p9EsCrAG7bl/4dpdTvK6X+86eYStYAfksp9TWl1C/b157RWm/bv+8DeObJNO2R7XIcXYxdjqGnzD6GYwi4HEdPnX0Mx9FTNYYuRd8zTCnVA/D/BvC/1lofAvjbADYAfAbANoD/9Mm17lR7XWt9E8DPAPhfKaV+Sr6pjQ/2MjTyguxjOo4ux9BTZB/TMQRcjqOnyj6m4+ipGkMXBZh+COB58f9z9rWn0pRSMczA+nta638AAFrr97XWhTbVbP8fMJTsU2da6x/a3w8A/EOYdr5v/dj0Zz94ci18JLscRxdgl2Po6bGP6xgCLsfR02Qf13H0tI2hiwJMbwB4SSn1I0qpFoB/A8B/fUHnfihTSikAfxfAd7TW/1fx+pr42P8EwLcuum1nmVJqzor6oJSaA/BFmHb+1wB+yX7slwD8oyfTwke2y3H0EdvlGHp67OM6hoDLcfQ02cd1HD2NYyi6iJNorXOl1L8D4P8LIATwn2utv30R5/4Q9gUAfwnAXaXUN+xr/yGAX1BKfQaG/vs+gP/lk2jcGfYMgH9ong9EAH5Na/0lpdQbAP4rpdRfBvADmOiIj51djqMLscsx9PTYx3UMAZfj6Gmyj+s4eurG0GWm70u7tEu7tEu7tEu7tDPsUvR9aZd2aZd2aZd2aZd2hl0Cpku7tEu7tEu7tEu7tDPsEjBd2qVd2qVd2qVd2qWdYZeA6dIu7dIu7dIu7dIu7Qy7BEyXdmmXdmmXdmmXdmln2CMBJvUxqdZ8aU+3XY6jS3tUuxxDl/Y47HIcXdpp9qHTCnycqjVf2tNrl+Po0h7VLsfQpT0OuxxHl3aWPQrD9LGp1nxpT7VdjqNLe1S7HEOX9jjschxd2qn2KJm+m6o13zrtC4tBpJ8NW4h1iQAaodaYQCMHkAMoLNsVKoU5KIRKIVMG0wVaQ0FD2WMpAAUUSqUQ6hIBAKXNsXhR2mQIda8X0AjtcWmpLgEAbShocT5l26KVAqv7TVSIQinMlTkiXSLUGlopDIMIIxViP2ojKXMs5RPEukSsS3deWmivIFQKBRTGQYiJCnEcxGjrAh1doFPmto9Qa0upFEooTIIQORTSIMR+2IaK2tBa40SXeCYfoVvmyFQABWC+SBFqjQi61j9aKZQAChWgBKChEOkSCoCy7S2h3P/ssdK+G9jP5CrAu0WG/TKvOvXh7KHG0UoQ6j8SRMhs357YvsmhUXifbUMhArCgAkRAbazROvZzJ/a9wvYRYPqJY+Ws13NodOzYmrO9xfHG72ilkKoABRS6ukCqS5xojbZSCIIYuVJIVYi2LtArMpxAu+vjNZpjVcecUwqBCpEGIYZBhFZZoK0LtHSJTJcY2zbKMd8BEKkAhQqQqQBHQYzDsOWeo+V8jLYukNsx1C1zlFrj0D4r8hlrK4W2eKYKrWvjnZ9n3xX2euXEw2fvTpHuaK2v4OHtoeeiZRXoZ4IQJ1q7scM25h7rHqlqHPEaeM8Bcz84JibieEDVV6H9/7TXa+MLwJwK3LnYX6FtS9eOo1IXONEaYzv+emHsnueWLrBbFlPXV7s2+7sNhasqwCQIcRJEaOkS7bKA0iUOdYlxQ33TCAp9pdCy42gYRBgGEZQ280W/SNHSBQoVQGmNUhcYA24cSWuLPowATPT0GALMM0wLvb6PAGyXBQ50eSFzEQB0lNJzKsDYttcf+7Ltsq+b3pefcc+Ld7xQfJfvNb0mX/ePyf8jO1dFgJv/cq0RKTMWOB+eQOP4lOvz29ez30cQIdYljjiGxBzqW08pN+b7UMhV4M6U2jHOdg+gkVvs0HR+eX3+s8x+aOrXyH4HAE5Me6fG0UdeGkUp9csAfhkAPhFE+O3+80gsIODPvn2A9nSJPV1iV5dYsZPTp+Ok8bixLjEIWxiELazmY3fMfV1iyX43UwFie+x98ZAu2YcbALbzMb5X5ngpiLCsAgRRp/a9WJfI7ISw1ephELawMTlEv0jRL1IAwFarh+04wZvtPp7PTnDr5IH7rvzN43JyuddZxN9deRnDMMYgbOHPDbbwFw6+X+sbAK6twyDCTtTBV+euYifqYDtOzHWXhekDXWA9PUa3zHEYtgAAL9i2zk8Op/pwSUxyPAcAJGU1rGNduusEgM32ArbjxPVBrEt8/vj+7AHwGEyOoedUiN9OVvFWmWNXjBv+3m2YjH826tT+l5+5FbawpAK8UaTYteNP2rIdS/IcyypwrwPA7SJ1r6+oALfCFpZV4L7D8bysAqzGCYZBhLVsiM0yx+0ixbIK8Pn2grsPq/kYv2vvl98eaS8FET4dJ/hn889iJ2xjqz2PLxzfx08fvYd9ey3sk5fE/V0PW7jXWcQgbOGdVg+xLpHYTUCsS3dvB3YMrWVDHJc5/l42nGoD+4LPj29sw207hpZVgJ+JOmjbjVOsS9f3Pzvc+cHMi30MJsfRVRXgf99eqI2ZPe+3b7dsf9D4Pd7bZRW4cflhxtFbZV57Xd4zno/z4l+ME/SCCN+w8xfnsJ9rLwAwz/AbRYr/YsY9k23gmH2us4idqIN3Wj28PD7A8vgAt4sUb5XNy9yLQYSfsnPitp2n5Zy3MTnEVpFi3fYb23pbzCdsx4v2WnnNbOOKClx/fq/Ma215MYjwUhC55+3vZUP8nxvmucdtchx1YMaFnFNOe2YBND4nNN5ff0w2fZfv+cc77Tu+se849mg/Y+dMzm3faxgDTcddUQFeC1vuvtwuUjeGmuZm+R2OQ//4/0U2xFtlXhu3Z7VpxWub/O6s55N98dUixf8vnzS29VEA07mqNWutfwXArwDAH4u7Zwqm2KmcHBLLlvAHqB5K/2/ffLC0p0tsBJE7Dk12rg9WJGAiQJDnlO0ahjGyfHoQyfO5z9qJYTUfIyszrE+OsJYNp8CVbENS5ugXKdayIfpFiqTI0C8z83eZo1vmDjj618jrl7Zkz8Gfs/qXbSKg4v+qAcU/hJ05juQY+kzYOtfJ5GTyPfuwrXgPEx+cpYa+8o8zaxJcaTguP+9Peru6xIZdLPa94/nj6ixbVgFetGO5W+ZYBdAfZVjLhlNgiW1YFvd3NR+78yVi3BAgP2x7/Mlb9tduw3vr4vhNE9hD2kPPRS8E0UOPIwmQ5O/zmrzGWYuYfN1fYOT33ypzvOh9Zk88m/748o8jwRr/luNiNR/ju2IR9a+dx5kUKfqAm5/knHVMANiwsLENPoD0x4H//Mn+WWkYa49oDz2O+ir4yGqLnXZdj3LNci7wj8N1dxa4Oc1WxJgimPmeB8ROa5P83mltPI/549Ufx6e14TR7FMDkqjXDDKp/A8AvnvaFWQsrJ3f5Nztrs8yxYXfeBCd8MDk5cLGXE7zPWtE2gBqbIieNJRUAZY59XWLb+96yCrCuy9p3JZDjLqtfpBhaKpJt42dlW7l7vzHex0o+xsbksBHoyOPwmlfzsWOpCKJ4jkHYcm3MvMnN/3tZl1iyx07K3H3PB1A8Fq+Lkyrf1+rDMuAAPsQ4arqW05gC/pYP9F7DWGk6Pq1pwVgRY0f+lg+9fEBXVIAv5WO8JBYQCWIkOOekxUVEPhMEf2RDyQiV+dh8dkZ/sS3fK3OsWGbr0/b4crd2K2wh8cahBJXnmXT8z3BRXuGiaM/v98OHtIceQ7Pa3fTarriPEnj7Cz4/OwtkzwJMblI/ZZPj//4n+bg2nnnuTXsf/THpn1+yS2QTlvIxNsscv52Pa8ecdS3LKsBeNsRyPsZyejwF0m9Z1uCthvF+Vv/MOm/TMbghegz2yONolp12HT6r9LDHkXPDeb/rA5QVbxw1sYqzWFJ+n884x8FXLXN8WtvdOYsUK5bdke2Qxz4v8JJ90cRCyWvxv+vP2b59aMD0Yao1B9A1dw9gFuL1sIUNXbnmOOmwg/Z12ahOlwu6dO1tigWLx6Pt6xJt8T8XBp9lOG036AO3WJcYBRHuJKvIoPB8elxz2TW1e8cudv7u3gdIEgQel3nNnSh3dBK4DQWLRpDzjBjI0vZ1iZ53rkmRYtLQJzynD04fxR52HPm+59ou+ZTFapb5C13TpM3PkWU47+Q068GTLgharA0Yf7OziEE2xHVtmB5/AQTMfclUgIEHtrYbrn3WorSiphd7Tpq9IMJQnI/A/KzrlX83MQKzPv+o9jgqx5/m1jiLSZKuMv+YTYCHr8+atJsWplltbWr3i0GEIk7wGeFm3hNtlOySbPe+nj3+m4zH9NsnGbiptp4xjuSxTzOf6Xoc9jjGEdDMsn6UdtZ8dN52SBbVP3bTmFtpeK1pAys/cypo8p4juWlsaussOw+APC/I9O2RNExa638C4J+c9/MBqgWXRt0GJ/3P2UXCp/J8pmYWEyNR4iw0vq6bXVZANWn4N08yAYOwNQXWhkGEr/SuYRDEWM9OsJYNsWKZoKb2H1oNx4J1p/l0Nn/v6xI9C1Dox13zmCAedxhETtfFBY7g6roY0FMPtAcwp5g1cb1NLslH5aQfZhzlqC/wUh/kMyW++a6h06xp/PiLXdOCMmtC8BdUgp4V4dsfhC3cSVaxZnUn6+kxNrJhTWOWqQDb9hjSRRqL9ja5cmT/NC02cnHj+TiGyIbyGP61NLEssh/9hZPWtLv9sPawc1HTOOLfEuw1bZxmAST5ubNA63ldb2d971YDS/E5FeCu1cr9aQBbRVrr6xeDaGoztG/nl/O6Yvy28H9/Yd0IIreRXRIshH+dcozK93zgPevZ5biO8Ehs90OPI9ppbqzTNt++ybF1GsBo6u9HsbNcxC8FUSNwbwLs5wFo5wWVPosvz3NW/zysnWfsf+Sib2l0yXGi97UysS6nwBJ/r6pgJkhKrBvNv1nnQaaZCtBTATL7/5L97d+oPV1iyQM00iW3ko/x83ub6JcZMhXgXmfRgBhl4mCujw+wWkxwzeqUuBhRLyJNusaWAGT2XJ+z7NGWEOqy33xmyQc4g7CFXplj2Q40TphyMqPN6kOfAZNtvSjLUfezcwHfCCLsWTeP/7DwQfCFybM0EGc9OE07LP+9pmPKxXhTuBF4nKTMsZ4eIylzDMIWvjp3taaRe3W44wIcpHH8y2tvAvvLygiJXwoifCbquOeN7eW42BHACaju9UtB5Oj605ijszQQTe6WxwGaHsZy6Cm9BsEE2+i7JfZEPzRZ02L/sBP3aUyXP7aWVdC4QSCDTeC7E3VwHCd4YXKI1XyMXjbEvp1jfYaVxz3r3rwYRE6k67shuZCyvUveWDzPvT6NhaOd5ra7KON85FvTNbK/m67J32Tw8/K7wGzg8GHtNODxYhDh3xRBV5wffi0b1oT7s5hQOUfPArwSkDUdY5bJ453GZj/usXGxq521WewOd8k+Lbys6qJvaT5Y4iQo2YfztEWCoCU0d75ke/hZKQj/4tEPMVShi2DbtJFPANAvMySTwrFJXPQks+S3yXeFkEFidNyaiIDh5MjvjoIIka4EvGwnBz1ZvSVx3qWGQUjzgRIX2rUgemSG6WGs0LqR5QAqStlnh5oeqCYWQNLID7Mr9D/jM1Arol1+m+R3Y11iLRsiUwFGQYTN1jzudRbNe9BuwZt4rt5tPT1RyePueud60S6iiQXQNOnuBeqBB/J4e6rSI/l93XTOptflc/64dskPYwWaXV0rKnBaore878xanJoYu4edqGctsGftopve4/gZ2fniW50l3E1W8Prxfbw8PsCq1bo1LXpN41i2zx9Lnwtb2NclflPonppAkZu7dZ3hPg14n3bts1jUi7amMHvJqJ6HtXgYgfUsr8lZbtqHOaZ0qa5Z6YhJPxJhTwX4GV1Fqfnzpvz+eY0bFf9YZ21IT3PZfRg7z3x04YCJzAj1NjI1QKzL2g4PqAbfWIATya5s2ps2y4Uy9SCVOVDmjq0hyJAC8lh03FSKAgGWtuOk9t2hCpEFIWJoF/XGc6ylJ1iwuiYJkqTrjH3ByYVCcKBigvowkXVsA02Ct1yASwnOMhWgHbYwaOhHtgEwIGhdl9iyIaVSd+DvJGNdPiIJ/uGNwPjFoB756DNHTRO4HDOzxo/8rDTn1rK7bElXS6F2k2aExtcYcp2J92JdItIlNtIjrOUj99p6eozVfIw3vJQKvBdk0JZVYHRIQQRkwykW4q0yx6cZCacCN7aaNiQyOlS223ez+ZPNrbDlJlW/D2VfAcCLjb3+0VvTuNjV0wuA/Pwsk2PpvGDJ7zOfmTtr97zsjS/5LHRFYMz1yQD9MsOrwx2sp8fYzse4Ldx0TewQxzVD9/l5/z5y/j0N3MhNqQ+u/f5nm3wGoWn8NP2fX+j2rZ4DSZo/hk4bE01g9GEBN+9BE7t72r3h+7It3FTJeVWuI/9cjIWmTaY/ZuV84c+13FhKNldeg5w7m9j7h3GFNo2bs/rGtyfCMHHyHXigBaj83E3mpxcgs9QUiuibPyns6xLthmM2RYf5Im8atR1O6xG13TH6RYZEFw4ArRaTmguNzNi3yxwvBpFri+/ikhFce7rEhh24sxg333ydk7wm+Zq8bgkCm/rPtycFmAA4PUbW8N6sXZd8SHzg1PR53/g5udBLkOTvevwFUZ5Hji1/Q5CUOa7pitmjCNxvL3Pw8LxLKsDAA5E+aztLxO2P/abgAx8s+cJfuUOdNW78Se7DhDF/lDZrEuUE70cVfVhmSYIUnzmdNY6ajPdEulQ5jq5lQyzYdCSr+Ri/ZTdCfpubFrqXgggbFjD5bd7Vdc2gHOezGPrzXIt/XbJt0h62r5+EPS1tbALf/nopI924GW2aA97ywNJpG00f1J8FWpqeg4c1H3A19cGHtQsFTBNok1gS9aiud1o9Fx7vR2oABkTdtT753ajjdEB9wGlymuhjidybXDAbZV7z9ctBsR62sBN18F2rF+KCxfB7CW52og6+1V3G31m9jhujPfy5wRZW8nEtoSZ/VvOxS1sA1N0x3MnzPHL3xjYv22NIICcXObJP77R6tdcly8TzkdVi/qd+kTr9wyBsYV30F/VbjERzzEaZuwztF2EU6zKU+EVUCT3XMTuMVD6QS3YHhTJ37peHpfT3uCuyO7ElFWADZlHYFYvLrbCFNZE4c2IXK+YDG4ikpNtxgl9fegE3Rnv4Cwffd5GWBNfbeprF4NiWu/V9XWLPMkuNQt7SJDVs2r0B9bFyWmoK7kR7QQTk49rk+WejjumLhgnSf75P00R9lOazcy8FET4XtvAley3yc+c93sOc228H2fWmPmIiQBp3+PwOxyCf6Tc7i1jLhljLho5V+maZ48t6Nlvjs4fLKnCJB5nA0P/ebRsO3nT/yBp8xksc29RP1ERJFgKYTgp5Vj/62f4/aiugp9Ye91ydYyMPNDNLZ42ls8Bz07FPWx+bxNW7usSn7cbtDTsGZPLQh9V6zgJYp21O/PfPmifkWJTAiRqp04KCZHtmZTS/cIaJFy/ZnaEKaxNzExIkuNpq9QDAgRE+4E2D0t/1+7YvgIy/swYqNxl3+z5IGYnIpUEQOzZJ6pS44Mlz+m1cUoEL4461SQb37VMW/jVdsQ5+7iTpWpTXQmvSX0nGbgnNNiuVwGmD66MwUu7yfhO8ZqrSoMx6mJfsOOpZ1yzNH3Pn1QHs6dJFvLF/JMu0rIIaGPejkyTDNAwiFyTA8TMp0qmcYBIszdqJzQRL1mZpjJrG0Cwj8Bva6/SPuaSaXQSzjnWRRuDt74A5hqT5Y6HJvfuo7d/VJV4EanOZ75aYxTat2DmkiTXmGKLGyBe6n2XnYRGa2sRzsR3nYcNnLYYr5xxHe7qcWXrjo7aH3XDNOsajfOc8529ypftgyd88MRDrrDll1vn8ds66jib2Vn73cTBEDzP2m+yJuOQAb+G2dbAGYQur2jA/UozKReVbnSX8jWufwc8dfB8veKUjZASUP4hOG1SzAAYXMeqIfKDBaLWhCtEvM8TQ+Pn9t3F9fICXxwc1Bq0GopRxB24IlmqnYaDLgSNpe9lm/k1xuFy0eWwnOrfAjbmcZPtonPjX7eTKtAayT+Xub0WZKJ1K7nnxtqQCbNuxMxRjoGkSWA9b2Gz18Dtzz+DlyQCfOr4/U7RMO88Dz4g3+WD7kw4nHvl6pky5HeqE+kWKf3vnO44ZAAAEEZa0YRb9yYqTnx/9J+nyWSYXeccq2HFGsP4ZD1DzGqXOhHm8/ON+yY6hph3z0+iOY6TldtTBi1ajdtoiOIudA84nDWh6zX/P18AtK5MEkuyqZIN2LIvDwIH/2e53ayw1RbXL9pn1QZ5/PADuXGe5XCRTt6ICV+6H3/uSTbJJNsxnkQDj3m5i3f6JEJPPYibk6021wy7S2I/UNTZ5N857nNNMPrv8n69JwOFHgUrXmH8MoGJidrVhyn9TPMfy+KeBaH8OPm80o//+FLi38w7H8lkm2+gzSx8WeD0RwLSnS/QgkjOWhkiVjMcS6mxMUuaIoZEFRlhNQLARRA5cud2795D7E7L09w/QrPMBqh3aLLbGgT1oZFA1Nom7Kj+6zDdfP9Vks3aWsp383SQml7+XzjFQfKH5eWnii7CmPCu+UP+0yWYYRNjs9LFaTNALIqwIt5xcLM6ibn2AIn83gXK6mpvaJt27TWkDzmqD/C1ddv75TtMFNIU1E1zLPExN19dk/uL3NICi06yJcZu10C0rE07fb/Wwmo/xa9nQAclHYRmanjN/nPmCWZqvs5Rj7jyuE98VJ783qz1N1yrTZziGzP8tvifPcR7x86z7wbEePVrVgcdq5x0Lvu7xw8yzs851WsTZWcd6FG3eivf8fNi1w5+XfL0kz3VR88sTY5iOrbtqNR+7QrE+IwLYji5NCP3L4wP8ucEWNiaHbkcly5Dcs8fZmBxiWeyipnbSKqhlM6Z+B4BjhAh2ZNkRmnR/ZVBuQSFjsxN1avoTqWOSEUm+yJvHpAvGz6UjI/b4eZovSOe5t20CO6YikP0lv5cJsMA2+kUypcnJtTPzUx+d7WrDurxRpPiMqiK5kiDCS7oe9krbsmVrvtxbQ6xLvDrcwWcALIvrdJOWSNkgc4n4CwZp5KbPcMKgzgOosw/yPuxGHZcGguPCjwT1QRzH84YYQ1yo/IX1NNpdXqcUlPMeM1FqL4jQA1wyQmoZjkU/+5Okv+g2nfdRBJ4f1iLU2/qWZWNWyxwl6pqHpsk+7iziP776Cm6dPMDPDbbw7Ww4pZeQ0T9N4Mt3BwL1PnvJY2Rk6D4/y/c5d8qktcy7xrbwO03t8AW/py10ZwHnpnOtqGBqPltW9ez8p7G9TZuSJkb3iS1o1po2Kb54X17jLJB6Fng6DYw1EQTy3HIeWfH6kTo5zq9NbWi6B7JNs1xqDwO8Z53vtOhVOe52G9r4ODb8T3R8cUGI7IXIenG+ucihwiSGvB8nJs+IBSZNTI7/UEkGQYKVs3zsfE+G/MvIpiFidz1Jkc0sd9LEnDXlYFr2fk4DSv5x9kU/nHZNflQcYBg6ySr5yL3pQXiUHfWjmnww/FxTs1wfSZljIz1Cv0gd0F0V4ATAVBJI3yT4mLUrbuoX/34CVeb7kf1fjhk/bcasNjUVWqWWq4mFYhv9tsn2n2YyMENe63ncWE32pNinpoVgvcxxLF5r2tECdRf+0IrFgWn3w96M788CrH575D2fpVnb0yWe84I62EbJSvnjyGd6zlpc/M2A34ZZ1+Vf81lh4Ge5wf0NibQnpWECRB/o2bov/7UXgwj/Xqvn9EFSVD3rO3zN7+sPMxc3RXzO2sDIcfgw1jTe5HvnNX9Del4g9DjXqAsFTCFUrfFbIifR0CZaYyQZjbvnzDJS/TLDIGzh9txVx6JsTA6xko9dlmROZn6KAvmg+bsxn+nxQ/AZPbYbdbBgAdqKzR21Y7Mmr+ZjrBYT51aRteRk/beeaBM/wz7IVIB+EOEWRM0wT9gNoObikVm7OXhWRb/7i7AElz5whDf4mqIn5AB9UhomOakel/VcUquea0RO1D81OcTPHXwfsS5dAAEAl+OISf3k9wDUkjXyPYZcb3oTnL9LlLvIXhBhIDRnBPsslcNxs23bISfel2wkkXxtV5dT9bkIlqS2iX/PcrWcZhKocxFumvjZnvMCBLbhSYBu2WPsk++VOV48w53PPpRZ2XeiDnaiDpZ1iU9nQyRlji/Z+3cegMp708Rm7erS6WGankXaaj520aKSzaZY1x/TTcdgfrEmJkCOI9k2HzifNqY4l/saKvm8uBqL5XT+rqZ2y/59kps3aU3PB1+ncS75N+ME2wvP4ZP5GD+VHuPb2dDptuhd8b97nvM32SwgxDEGzI56lPOGtKZ73uTeb/reedrcdE9lkstZ55sVKfio9sQ0TIDpjMJOPvfjBIMgRtdmFl3Nx1gq65FprvwHFGJoB1KYEBKodnxtAJkupxYtaZKp8ctA+DvIJuYrt/8nhckCFJeFY8vYXrmQ+7s/afIcmQqmCqDyO5wIOWBmTSAyFcKsfDp+O3he+VoTkyAfkhUVPBU0+CqjzCwYWfb6hhOUD4T9Wn5NbM3DWtMOmcB2IO6z7GcmGvTvkXRlnMbQzIrs8oFuk+D6tIl0WdWTuvppP/yF2Hc9NrkHmkKdL9qkS67JtcC2z2KYCJgW7PMlx9BmOV3a6bzm90cTgJlVmgWoywVkdGWTu+Q8C8ksgNX03bNYD39j4R+nCaieBcKazvM02WmsGkH6rWxY079+GE2OP9c13QuOZzmfnNa3XGNmgaWmc5/2mcfhEmO7zrLzgruHtYtlmJTCUkOjudvebs0hC0IcFinW02PEuqxpig6tPkiCgefTY6zZXZ0EVi6MWwwc6QoZ6Gl3Gc3pk1RdG+CH8Lv268K8ZkGcz9pI9khOrnzf1zJRZ8Q2NWmggMrPvNRwfZmuJyeUmhgf/EmXI699SUz6py3IwMUOIl97wt/sY5b8WNUlYEG0dMf694YlZsgK7tvz+A+XBIinTRBS7Mgdu2SW/L6XC5wfZLDsnUsGNfhsET/f1BbZ/iY31Gn31k9MyHP6ugjfmvpPLtryGE9SEN50L5klnVo4YBoMbBUpXh4fAKgXQT4WjM5ZUYq8v/yZ5QJnXxEsnZavSbpyv1fmU/fqPK5Af0N0loumqX+aznFbPI/+efn3WX122nU8DdbEBMrX/H66XaT4GTuONnXlMvVD+JtAfdPfTZopaXIsNbGfTTmTmp7vRwV1j/Ls+y7LD2PncSE32YWTA5kKaon8BiqoLRqSSZIRXl+du2pCsKEQw4CIfl65v/yEkhIIvVTm2LCgR76eqQCb7QUc2vxOsS7xymjPvQ/Umaaci61t/07YdhF7ss1NmirJHjTppySg8nM3+cySv1tsYkWYT4kMkzxOE2sm/2afrhcpNux5ZZ4XeV2Pg5F5GAuVmgISsj2ZMiVrBmELL4nyD8sqwGqc4F57AXeSVaylJ9hIj5wLTLpx6crlZPG9MneJ9V70dvf7ukS/1UMcRPgRC3b6RYoNNO+ofaZRbgg4HlfzMa6LDQAjnmiyArxkAGpFTr2JbpYb7rQJg591pWAwvWj55123z7PPREnweNZ5L8LCGW3Y0yXa9vlYizr4GQF++fkX7Xv/tLOIbpnXXPCbdkGSkZdA5YaS1++fXwpufYArAQUzzG8EETbs39JtDwCrcYINIQl42AWuqX1sj+92PQssNYF1Cch4vtO+/71yOnVHk130gubLTGh7unRzBnC+RX7ZGytN75/GkHzY4Imme+3LCs5zvrPGVxO7+TDs4Wkb+LPOM+uYD2sXOr406pFwTWBiqEJAhbXs29QsUaTrtB5lNlWbjSYXpg17LJlAkO+90+phO+ribrKCuCxcFu2dqIOkyEyOJV2iW1aJBbMwMNFxURuZDXMfBpErlPry+GCahfJEmX4JFJ+B8t1ovtD2LJNJKHm9PliUfZSpALsCyEpWq6fLqVIbrs91ObOe0kdp/uIr+5os5Ou2nhl3XDtRB++0erjbXQYAvDLed9GMBIW8Lz1t2EmUeS1aiTXS5D3YavVqCU7JjjLz91tljnX7WclaAvVxwEz2QB1IAcCSmHAzFaCnApciQgJa/iydo5q4tNMWotP0BWTOpOsZMEB9SVd0vuxD4NF2mI/bfLZsVYyDRAVYzse1dr9kmcx7nUWnfYu1idik+Tt4/+8mFxmzdUuhPzANlvZ0lcfND9zgs84o4pcs0FhSAd4o0tpiI8GcNJ8JlH3jsw5nLTxykT9t8SLD1mRN7NMstiI8tTUXb5JBlCBBst40el8+jNuoKffSrGdMgqGzNjAPMx80gfLHHQE7y9Xvn++scXnWxvG9GWvahQImhXo0EwAnpB6ELSRFhlVd5aFhMdqvzl3Fm8/9BNL0GOu738VaeoL1zBSzBerZiWlNDA/BEFC5AV+gYDw7AQCs5GPsRh1sthfc55hIcDtO3GIMGO1SDG2SDGYnuD4+qJVEkaADqHRNDPNnm3gefoYgcFaUW5NLqukzXEiBSly+r0skov/pquPfbGMtCpDCe2W0ZWRkfJB6EcYyLPJB56INYIox4ufaYQu/M/cM7sxdwe25q1gTugGpOVkWjBQwrfuRO0UuRO/qeukcsly/07uG1XyMa9kQ9+x42Gr1XBoNAC5wgIkqV/N6SR0AUyVy1u39cbm1xHNAI1Brot19Owu0SLZNmqyl57uemcbiRbvIE9ANgwhlPnbuhsela3hY80toyIVNzicyGSptPWzhn3aX8WvLL+LW8fvoWwmBX8zW37nPAkp0s+11FvFuEOHGaM9o8CwwYpqSb+RjV4pm04J0mmS5JCAHqjHrxNa2HbLUCjAtmOXC9DD3qMnly2PNmrMIHl4MoloaBj7bsS7xa9nQHYOuSen65DGfRGmUWSbdqE2pGl4LW/jZqIOj9gKGQYR3VYBfBPCbIvBkFuhpAgQslEyblRaGG0iOAZlkU+qW+P5pCUxnufZkG2fNH+ex83ynibn1Ab3rr4YAmYfZtF0sYPKysFIbtB0nLnnlglh0yHpstXqYn38WJycPXO6mpgR/ftZuCVTI0kgWgYCFoIi2G3UwCGLXRqYLYDRMrEuTPgCGfWKbXS6gsl4SRTJaNBkVJRdH6Z703TezbNZABqaTTwLAup6OmpPnlCVfqAuS19Gkp3oSRsAylIyAB1L58FAjtx0nuGlBKz8nJwv2m8ylw+Pwf3/XJO+jBPt3u8tYy4bIVOCAtNPhlQViaCxYYEpA6wvQJbDgwrImwIccW/K6t/XpGppZdlYaCdn3e9okoOW5WWpIgrl1VUV68vW1Mq8ll31SoMmfaOWOX/YrdTwscjwMIuyEbax0FrGVDd21SnA9K8VC0w6YwOC7NuBlGESAzZbNigKr+Rifs4B0YOdN+Vxy47WvSyyJMSTZHbq2OLaXGtoi23QesC37Un73tL6Wn5cgiO2RGhyOcf8+0TV+Wq64izJfJjELKEtmZEVcx7t2PhqELVy3eiagPtfIhb2JXfPPA0y7gaWxHxnpS4De1J8+8PHb1sSk+t+d1W8fxs76nu+69Jk0CUZl++rA+ymoJZejrqORuqDYNvw+gBja7bwzFWA9PcaX3/mX2Jgc4qeP3kNXaJY22wvYsGVSCFjkQu7X7gKqciK++BcwD+jz6TF+bvADN4hJv2+15zFUIW4NP8BqPsaaqAIuNViSSeLxHStlz/N8eoxhEOHt9gKSMncL6lo2xKRI8UaZ43Ooi9GbBt9Mmrvh4ZIsSl9cN9u2MTlEpqpyHdtxUmPkfG0Vj3mxteSq6yD43Y4TbNkCzr7Qva0CfE6ZCu7XxwdYS08wOL7vQsIB4HNhq+ZOAaYnYn+HvKwCx7CspyZzjxxDa9kQXzx8F5G996Mgwre6yw4Ev5Adom/HTlLmKO2CFwIoAUBVRYKlHmlZ1V22fAYSq6WZFCnesoUy6Qp7WH/9udiosgoNX1YBvsv2ZUNsCBcdWRBuPFbzMY7FPXpSYIkt4KS5ogJ8zj7rmdhAAMC7qEenlfkYXzh5H9vv/R42Jod4ZbRXS4UiJ2SOI/86qclxwKrMcevkAQC4sfiinX++nqxiNR87gCQB6cbkEKv5GKVlJZyw2pYjAWa7sqTGblkZjV9S5vhGPnbFdv0iv7NccbPGWNPnZV+8VdpM+5Y98xmOP+ttYPwFTh5vTz+5WnJN1pTyQ773vTLHb+Zj/LwIHvj1BqZyFljicXyXss+6vRiYws2fby+gX6SuVA2Pl6kAv2mLdcv+l8eTx/fdtJLJ5nOyq0t81Y4h3xX5UZhs71dPAX38W/6cVQJI2oWLvn1Wg68B1mUVtd1rXBiSMsfNkw+wnp3gmgUngHHnHVpgInMe+Q+pAx0zOkROjjzftWxYS1Q5DA3jFEM7lmtF0ODSHSK1JDTZPh9c8Yd9sq2FNsV+R+ZaknZeSlHuDJa10ef4bj8CVALKgUfZy/v0NFmmApfDi/9zUeG1AIa9XChSvGDF3hK4SwYJmL1j5kPPiWRJBZjYe7tt3+vZvr1m2aVMBTjkxqAsEKNwY8i5BT1Q5Ec+SsDWpE+T9+S0si4Pwxr4dp6opj27SKyJ8Q3UNTaTM479JGy54TkE4NgNHzCv5mO8OtxxbHcT2zpL2NrU9xLsuDbpErGqNG/SNQ5Um5i+3WAx5xIwnbiU1yh/+2Nc3i8Jlvj/h13szvM9H1zIsS6P48+DT3rcnGUENE35gdjH3xAaOR8s8Rhnmc+q+GNsRVUljl7yzkEmkuCndk7hIm0CcE3nk0zaRbvdmzRUEvT5z8OKCvDWQxz/QgHTBBqbZY4Nm2SNk1KkS9yPuo7J2Yk6uDHeRz+fYD07QVwWSHS1yNAkoKH50TmSYZIZszkBSdeeZIeorWJyw/XJEW5Zl+A1ywoAdd2IXLxkxJ7UJfnh400AkhQpczHJ9vmZwpt8tv7EwgeT78tdI0OoCZSopxmELdy3DJO8Rgpch0HkhNEXLfrm4rKnS7yoS8cW8Z6+0+phGER4eXzgFhV5fdJ1SiZtQ5fYs8dsWuB8H7mkc2X474oyzFMstASxNklOyUbKQAVGwPkgZwOVpqywY2rd9v2+/YHtf1kgentGW30XyGnmuyVPdZ1ZhkAmxtzTJZaL1BRGtmOoprkSIMQ/50WZP/Ht6RIbuq6FZNvX02NslLljfjaCCENd4rodX7EuUQI1NvAs0Lqnq/Bujh2OI5ma4jPZEF84vl8bx0C9mDbBUtPYXVb1BKZS/C3b+L0ydwupn0qi6bfst9PMv89NbZTv+eOIiRQpiM9U4Erx0KV0muvpIo3tZJ9LdoX/S9sTY2VPjAHg7H6e5fac1b+7usSnLLj+rq4YKIL02w1skLwunpPnZfBBEwM1axz6Not1fFiT934WA0oWzD/nW2IsnactF84w7WnDcPR0XTuTaAOKYuve2Yk6yKCwlpuiEUwOORXtZRfrJt0KTe4c5Wv+9/g/YDRGdKv18wn6ZebcZhI0+MefpTtqEkg3idX5XZkN3L9mzBgUD2MyPNk/t/w/U4GJDBS7Wp+ZushBlAv3H9mydQF+XD/ZGn9SvO4zB03sTJMRdMwyX/9Ek8eW2jaOH6ACv/6kdF4Wb188S36bJas46z3arBxAD2ty4vIj9+SP7NMn5ZYD6kzZvi7R9tpCpjVTAV70FgI5liaYTjI5i6Vs+n9XT0fFyfP4c0W/SKei6eRxV7w+Po+dR1j8Udis3b9873Ni7Mhcfv44ehqS6PL58qPRZi3qZ43/8zwfTYyUDwK4OZPi7iZGi/aw959g/zxg6XHbwwLm82wcm+zCxxfZjwzVIkLWiFFvq3GCO8kqsvYC1vKRYQVKA5je7CxiQTBNBFj+AiPdcdtxYj6ryylXDE1O5oOwhc32AnaiDrbjBLfyB06nIFmunajjRJlShCvZJC6OvjvLX0Ak0JITpO9mAuqs2axdi4+mfePAXrIgz89dRfqWfcHryUd7NfF3UuYoLrBCeOSxWZIZYP8w+/KbncUp7Zi8T/494UTiA4dlFeAzVuy/KSYYn3mRk/u20KeRWaI+7RvCdXIrbGFZBfi0ZTOGQYRCl8gEAwUYYHSM+sTAcTAU42hdTMKzwnwpqpU7qyba/zwTub8gs/zFvq6zrTtRxz0LXPTOGqMXYW7x0pbNKHPHvAJmbGy2FxBrwyitl7nbsMhksIky7AKTRcrnkNbEPAAVq+AvpMsNfZdYpuu2zTHmAyQ/X5i/MFK8LttE470kawPBnMr+agJ/s8bKwyxMsl98zRQA1xf9IsVyNpzq4xUVoH3BbLfMwySZQrp5OMYZKQcA/8Qrv9TkJvowedNOY4cAk2yVuil+xmdC/ZQTs5iaprbNStj5YVyK5zV/g3Ke+YRRqW+JeVi2dVkFT0daAWZp9l1pNb1SkaGvJriTrOJ6nODLReZYHQBO+ChrsNHIvszqfF9T0QRYdmyKg0EQm5+wVWOxfFGxDN/1o6X85JP87euEfPDms15sr8xL1dZVJvOmYrHnXYgY2SQBB/9fKFLHLm1HXQzDGP0idYJ8GUl00ea7xYAKFCVljlGZY9OG68ZlgX6Z4ZqNhGyKLmsyOXnws7M0IdKdwHGRQdXORZeZnKTWG54F6aqbxVjQZNSnb7MYA0bonFdfcNpk5p9DprIA6pGrdHUzd9Gs5J5P2riR4H2gWD/WpQvMkM8jrSnARBpdSNTrzAIeMtLK39SRIfCFtATevnuiiUFocs++FERuU3Ba9KscQ/wtAfisc/nnO6/xOd/XJXpiA9kLIseQn+b+fNImXVSfsWvXri5ri7UvqTiPnbbROa2fm+6NHDNy7HAMNrndaL7onKC9aSycZedl3M5jp4GnJu/Kee1CAVNLBQiELkhOpvx7FETIghA/ceVHMTd3FfvJKv5wfIDhzj1TYd6G+1NH5LtWekGEYzEZcaGS4AiYrt1GtuhNq6EaRG3s2LbyvaTMMSlSTGAe2C2rlZF5l6QIXJ7XZzT8duTiNR/ANOmipBaHx13T5RSQ8cFA00CiNoLH5zEYfRjrEpvdZWD+WXzF/v/qcKfRpfhRW4Qq6kOaBBq89t9Y/CTW2wu411nExniAX9jfRKYC3I+6TlcmFySZoZnGSYN9zjD6JdGvBCCfEzm2tuPEBQoMg8iBNam3WFZVRKJkECZFii+J6CouGnKC5Xk/J7LUk9nkTt2fCKUWhNdDPYgv8JXn8f/2bdkumjJB5ZLdvFAPNwhb+FZnCbd7z+DW8ft4eTLA9fGBA00X7ZaTmb6l+8otNmWOdRtg8lsLz7l5YGNyiD9z+K4Dfz5LOUurwYXkM1GnFiXoA1eZu6cdtjAQc8AwiLAmFjA5Nj5lx9GyHWe8p1JITlZZjiPJTG3aKKo1MVbPuu+8398T46hpwfY3F9JkXiDJ+Mlzv1Wa+pAbFngz1cJnyhy74pqftDX1F/u701nEMIjw+fEB/myR4v8wOXRzB1B/7mZtZvhZCUrkeaUbUG4ofdDDz/psFOdVCbR9RtQ3gibqt3426rix18S0zromaee9l/K4Td+RmkB5PfL7DzNuLjitgJrK1j1LNP0vPvgObp48wFcmJvx6v7PoEsQlusBaNqwVupVAQi5mzK4k3W0+2+Pv0JMiw8Z4gLhdYhjGSHThjrHKCQyYSjoprwuw+hJvMEgQJDM7yzbJ9sq/5XWSofI1OT5gSsocS5im3pdVMJUtuInVInDKVIA7UEiKDNtxgpdnsBoftc0phZfsog8IhsK2fUlVeY1eP76PLdYa1AXebi8gLgtkQZUP2Ne+TU3com9maeD8yYD9tmZz9Mjx5UdlcAzJKMptfTbzw3tIMCLB86wQZKDSFnEM+aVg+Bl/59i0i29i+fxd65IYh/0yM+xMEOJ+nLiUCk/KmvKw1PRAdhxdHx/UUmrs2HxJ8ln1x4e/Y18R4+U09xV/y3bxuIOw5caLzyZx/Lwh+rNpkVzx7jVg2KVeEOEP7ZjwE6WeZly4yZzJYzdp4poWXp+hkG33r5PBECx/lJQ5/qwunZvySZs/b0hwu5qP3fqXiWfnvMyKP6aazgtMu8YkKAZml14BHq5kSVP7fN3UeaMY/WvyXXlN4/E0Fst/rv335GZjxd4Tjp/T2nyhq14ahFXix7Ieju+7hP6Td/87s6Pr9A2T01/HnSJFBoWkzLEdJ7XMylJ3M0unJHVC/ndpsS7R1yWujUdONyUzhMvfMsmYBDLSzSDBmw+WpD5Igq8mfZV/Ht8kWOLnZN9yAEqw1KSbinUlXCe4fHW4g7VsiOvjA2xaxubGaM/tRC9SNRArU4vw/8/e/0dHdt33geDnvnr1A9XVQKMAkQ2JDUsEIHYs9rrJiMQ40iqSvVJIKzPy7lqeRHbizCbHic8mTs5kT+LkzO5k9mRyvJsdJ3YmkxmNnaxyLDqJJo6djUiuvBp5dOR4mrQpyi3JTXWDpECKaDaBAgoNFAr1Xr27f7z7vfV937r31SsAXd2dg+85OACq3rvvvvu+797P/Xx/dZANh+W7HNKrP926gZvhFDYqZ9AJQlydalrQLe8bGN4xA4PJxgeWIjOW20Lf6kmMhw9303Is5TOZ8/gk+buGxSNxmcp8E+VSEGLdRDMCwMXujmUvRjn7Sh0KVIAFc80lYw7koHQlCIeKp9J482tt6WGwRebjubiLi90dbIY1rFXO4mGzGYKJ2pqkhMb3hBZ6Di5oQt3SCVZ0gg/t3bQRowAso0dCJnYCGjJpZZONUx6bRseTaZez0/Q+8ufG9eG/7e0NASFfMAKdyxdSmo/m4y6eY5HILuHPthGEadSjHpRtoesRw5C5vgDIPpDIHeCtI7F5zzbDWuqfyKKnl3XKbsUTzAkHDBIcyvdNmrCu9Hv4iyLZMt+gceHAQwKwPHAlnf95u8RYLmMQseeaI6Q/HbUr5yOZKoEz2HS+ZMTzRDKQ0rRchIXKA5Q+0yVlR+c6myeT9WHSg8zaLj8dANa08HDvNs7HB1iID7ARTuFLKsDFUgUblXTx6QQhLnW2cPGwPWT2kuwM/e4E4SBRJgMH9H2kAkyzkHP6fcGwFLQQczDCFxZqi8przKphlohPePUkxmOdzcz//Ldkluj83VIlNV2yDOM8VwuZm7i/VNNkDgaGFUqyWrSDpr7Uk9j6Ws30eygnfUwxc2qgJzdJKdOnbZ04s1nfSGI8YZ4P+cpciPZxEIS4Vp0BALSDMuqm/A09V0qTALbo8d3WAgY6ROPEo90o4ziQ9a+jPDmLvT1sxF1v/pLMhJPEQ6ZBYDiL8LZOWazHOptWXynHkcu3oKkGZWT4ffDIR/7826bNRRWgmQwyREuaG+yaJGT6S30AMWT+lDm+Ji1nTBFnmtR9DFpLp87eZFrkjKF8T+kcAANfJWSj52hBySxoHpZthr3fJJsswSCJBBe8H1yPuN8Rf3ZX+j2s6ASPdzZTh2rWX7lQ8TlkhW24GmoQ7k/ylGHPySfqRhIDxuHWtdhJ4M37yhe1+biLRw9aaJcqiI2Olct1NO8Cw1SFcvab+g4M3vEv9Pasw/EeYOtSylQCrs0Sb48+zwPD1A6Z9yiRLYE3ngqFH+eKsHP1RR5D7ZJJtkixYamrPmAlC577gFJeG64+8+s3jJtHUwW5G4aJAqaS1nYB8QlN3MQCLPb2cCGsoVMq41rtHK4ZOzBFjlw8bANwhN5j2Kx1wJxxXQCG+wXxEHCeSoCb2bhzJAc1MwTC2HectaH7nOn3cOmgZXd30rTn82FqB2UbHchBYrtUwVZYSwsYI8tWXQwGFe45kJPCF0w+YZd1gggqfX7I+p9N0qiitMa2Tobs4/TCA4NQe8rAzXfnVIpnk40fZzcJ/HLQ1GTPgTvpy5p/HGRy0+xC1MF6v4fnWII6Ekmlk3nMJRz0AGnUS6vfQ7mzibMqAMRCJBlF0iEOlmgM9pIYjWAQ+MB988h3y7XQuWROADN6r0j4O+fTwzstVaSm3ecMiHXdFzmGvna4m46hqSX5iimyTcIT55JPigRg3EQ5K/Sl6RlTG5HJgPaNxM1QUfSSK7rJ9bcETFdMMIeL8eDCgf2sCtDB4HnO6qw52KZlMfPHMpBxdnf5yrmu11Sprx6Qvts0F1NtT3qvj5oK4zhSM8DbZX6SSSufi7u4ogI8Hdas/6GvHIkUDr58Zjyfqa6lE9wAMlnnfTrvAspyXH3j7Iu4yxOpbzItAQfL1G8CZJJRdV3bBWD5NWnObRv/wmXh9ydlJGBSSl0A8M8BPAhAA/is1voXlVJNAP8SwHsBvA7gx7XW27ltQTtZJQlspLkgUoEFAQu9fVw4u4Bz596L3/heCYu9PUyxXRhN+MAgh8oblcYg0g0aZWhbL436w9kCaocWPe5rxZmEqjFZRRgspuQMys/j7XKgwQEef/FJOBiihIwAcCHaH3JyJiBK5kO6DgdqZBrpiLGWDvD8WdA9bYU1REEpTQeR9G0tvLJOgAIvxknp0SF0ZtGQuyk+dvzvSKX13IA0IeGVMw/gypkH8FNb38GPtNczpVKoJAmQpgig5yL9kQg88WfBr82/8zpwmva4T9JCEOIzBuC6/FBcpUWWghAbYQ0zpQp+UOgb1yEqKs3TXZR1groBNkncxaJOhnTI9tdxDzQB8SK7kkHiuiXfM8ku+OQk56JdtiMuKkncxWIySJDaCULcNIv2k/u3cLG7g2YSZ0KvpWzrxCaLJVnSyVBtPZcfmVyUM+MmmCsyu3ATBxeXz8uWTpPZEjNE/QWQyQDdVAFatXO4zcALbSYJIGzpBM24iwUVDPlE2bQFTCTrRX/Trp8Lf99o3qsnMa7rZCjtiEtOUo+oVJPL94c2cZJpomScfNGm422pmAIiwYbrOUtx6ZBs0/fdOGZzbp7jwEb6OP5spWGjBvl1+XG+XFFyXEf1x2X2tWZDAcB8wKgIwxQD+Ota65eUUmcB/L5S6rcA/DkAX9Za/7xS6ucA/ByAv1mgvYy4/HW43Z5+2mE1ncR1H2E4henph/De1o2M+cjFyGwZ00u9H2EmiVBOsrmNgGEHdO7b43NK5ddyOY9LtoFEOnfTb17wln7zvDXELNV1f5CDit0Hj9LzmSMleONRd/ye5TgSYOWLXScIERpWLC6Wh+lE9ChG1qbuoonpu4Z4vvUkxq4Zg41yHctn341r+7fwob2bmfEE2MLPxkgu+FJ3yVTIzweyAIf6TC87z6bdZOdwEyF9z0X+z/VPbkq4DpNfmistBwE0ytJN91I1/aJM1jKPDzEnqZ5kQbdvrPjnCyqf1WByYnNRFzpj2vLtzvmkfD2JscLGjteZvNDbw2Jvz2Yx58wkCbUln1WksoyBXHxlxnVXfyUjUHA8ncLdFGiTtYwUNFHbrxk9Ij9GqXNkoiG2TS7ELtAk72tOBTavF713LZ26QPDNIr3bcyooajI5MT2KjTtCEYdtF2jg3/MF3cUgceFOy/wzeQxvP08kI+MDUuOAJuofN33zvjdVtlbmqDnO9a76NnHybzm+1BaPWi5Sd3OkfmmtNwBsmL9vK6X+EMB7AHwKwEfNYZ8D8NsYoVyJyUtDIidQvkun716tTuOl+jzW3v1BJEmMzYMW5vuHuH37LXzj8DaegBpUgDeD8Ep1Bu2wimsmceFMv2drwJV1YhkpzgBJfwRyKp/p9zKsEQcwEkwRu0N9pyRrnGkg4ZE2kQrwMHP+5c7aHIzNJFGm2C+AzG6XRwByiVRgUzlQ/zhA44sb99Hi380kERYPb6cZ2ZMYV6eaaAdlLMQHuL3zet5jB3ByehTCXScrs7MVizW/z6kkxmJvD5cOWvji7bfw2OHtIcBLz18CJZkygpve9pK0HhwAC3xIZ2aQMlWu3Zt0Dl1iOhSpANVSBUtJPFTslkxzi+Y+I8DqhQRB6+b/JT0oo7JpEv9RXwj02ISNAKoCxPfLdcwA+CCy727XPFgfIOLPAIB9rzbKdbxanR44URvg6pOTnItIfP4TPkq/qQJ09YDdeCVIgwkWjZ/jxe4OWnqQk4vMb7wIcV/oj0ztICfwhbCGpWRQ2oGACO831yNKnilZDL5T32J95L5pAPAtA4I4cJPtf9oksH1GhPTzhYn6+LRhrKQf19M5z4UA+DaxvuJ5kV8lMJhLHyxVcLbbzmk1lZPUI9rASfEtvHyc+DOaNwXEP9nbw0pvzya39AEXXoyY6w6/hgz3tzpg9EMyXK5+8mtKdobEtfkDUoD9ghgbed7fMeseZ5ikH5XUm6F+5YA4OX5yvpXHNlVqMv2N6MDZ3lg+TEqp9wJ4DMAVAA8axQOAm0jpzVxJVBYwcZELPS1Wm2ENG+EUarVziKIOyp1N9Ps99Hp7KWMEjY4qYbdUQagTxCrAtdo5tMOqzSvCzXWc2eGASe6EYzHRc0dPn3mBf8cXWoqeo+vy7+k8V5JL/lk9iW2xX8laAcj41lCfef85UGoH5WyR435kfaJcQmNR131Ms/DqdlhFGRr9MePkjqNHlFnX9bLLUFQSuvddZlYr69ScMJNEGXBIz2W90sjoAJBlBfnPnljo5HXpWVA0Hb2ovMQDCS+sy893LYycpSB9zk12mcSYN8/vy4Jd4akaOMvFNwYZxpGNo3yH5HhJoWNtAMYRHMCPOxeFwlmXi9y1ywXDuclifpFNFdiEpG02ZpKNpLZaeniHzZ8Nb5d8pPIWZM5mSJDu8lHhvmm06eD9cb1TLxu/Kh9LxwEBgXBiS13BMHxcy3oQjMOZTv6bWCbeRrtUGbvqwHH1SMoohoK/x/x5z6iBfyQ955YYT19bnHGX8wlP0ijnTWnyHUfkXEttSx32MVL2uCTO9F/emxR5DWAYSFH7/N0tYrYDUn2bUwGqHj0qDJiUUg0A/xrAX9Na7yrWoNZaK6WcK65S6qcB/DQAnDcOt0B20qGcQsBgst4o13GzXMeXph/CWnUas/u38HtRBx/rbOFa0sdDKsClzhaWuu3UITysYa02g41wCgcPXkrbaK+nprj4MA0rr82mDEk/wof237Zgil5QDmAInPDFgUS+5DKBJLVHgI8zTLQ4k5+VZJMkAOP+AR843EVLJ/iqoZ+5XDYZyl848wDWKw2sm1D21c47mftrlyr4WuM8vnT2PVjq3cZCbx+fuP096yANAFOMOYlUYHNFRSqwflKPdTZtfqaKyVNVRI6iR1yHHgpCzJfrWGKOeRIk0M6exj5SaXmLX557BOvVs7hWO2fZANIBel7fnGpio1zHM81l1JMYn2ndwHzcxXmT3XmjXLclcmb6PTzPIipWxIvLgS3pC4EhAieSquf3wSPN+qUK5nVik5NGKsCGYVVpQ+DybRpiCUx/ZcjvlX7PMg5PGV26OtVEpNL0GRzot0sVvFKdwbXaucz7tNjbG3qPeeoQy5Qy0M3fu6JyEnPRu1WapC8vJw2NjwQo/J6e3L+FhaiDR7o7NlBlptLAV+rz2GW1DB8xY8jHYqbfs/mDONsgFzIJPH2smMvkw003q6UKZlU2tUFTpSzmok7QirtDC6HMhQOkbAB3IKZ2iCUgRgNI34kPmOc+z9qid2mjXMerlbNpHVGd2PHk+lYFvKZp2viUdZpuIBlj83YSelQ3wQN54MDVbyB9BwkYLUcdXDLv8ms6sWNIiSSpfT7eZPYc5bvkAw2jzFmAP1VBUwUZZoc2XeSPxIG5LzKY91tuNl0bUMkktcw4rZYqWC1VUGU5Hv+Hw92hJMHy+q7rAqn+1uCWQoBJKVVGqlif11r/uvn4baXUgtZ6Qym1AOCW61yt9WcBfBYALlbOaL6zkL49fKdPEW3tUgUdVcIM+ejotMxFHHdRhkYUlGwSsw2Tc+ccgCSJsRB1LIvQBoCgnIIG4w9F16X+SCAkP+fgicCHBDmunbY0cXWCEDfDKQCwuZ4kY0XHk8xiEDXjUmoCOCGNY1BCORkAGdt3VbIO9IBxgteJTQLKj5eMlcxjVdYJdksVFF3ujqpHXIcuhzUNDMqb0NgAwwsGX+C3who2KmewUa7jj5Xr+BYDXPy5boa1DJitJzGmGKgnloqLC6xRrUSuC8Q0NtTAN6qexFjAIPeRnExc5Tb4ffGNBz/Wtdujz6R/jW93KplWfu0oKKU/ySDakH7zDQKdw3+TEKAcBzSd1Fx0uVTR3HxUhKq3flrBIIcaPUO6X2IJqHh3OekPbZiAgSm9yYAA+d9JhmtR6BFnCWTNOB5NR5/nsRNNNo8tJ9livq7zJIPlOk4u6pKR39YJqmBzjNEjukeKRJZzoLyeyzQeFMzDdFJ69GBQ0k323Ir4+PjGdUEPytLkMYly7F1gyZX0keflkqygC6wU7b9s44bol4uNGsUoFWVKSWZVyuaWHcf73gEpLZ1YfyqfFImSUwB+BcAfaq1/gX31bwH8FICfN79/c2SPMFiEeOQRgMyuM1IBNktVu3CZntgK9PUkxmZ3BxXDllypvwvr1bN257/49h9gIergE7tvYlr4S9CC6DKrEQiiftIuiAM4ALgZTlmTX70f4aN7G5mXlie6lCHmr9TOYcMwZ/UkxsXuTuZ4LtInhf6eERMFAamyHuSMoTbnzG8a643KGSxG+/j0zmtY6raxEB9YNo3GgHbGW6wvNG4ElDg7VyowSZykHrlMRlWdpH4eemBOKJv7/np93paxKesEL/b2MJ/EaAdlrJfPYGaqaaMUSed+9tY3MRd3ccn4apR1gvVKAzdVYKMVF6IO5swODxi8pPzZ0/+0QNJnV6ea2DW6zPOTLfb2UNaJXUh5O6QHVKbjdxrnbS4veqf4wjoDYMHoyBM6WyOML7DkA0H9X0tiLGGQO0myQQeGJSJdI786HnAgmVQaB66LdI6sLemTk56L5A6egwW+aFCS13WmI1+vz+Nzc+/H0uEuVvfetm3KOe28yfPF3+WNch1r1ek0Q3tYw+pBK5Pwk5tayOxF4OiymbvomVw580AaWRl10ExiPGR8q2AY48zilwwi3QDgh81G81rtHOrmmS8ksc1n5AKRrnQJciGWixtPLwDAZuWnMaIEpsQWreskwyg1VYC6Gk7J0AHsfLuWxFjq91Cd8FxUFS4CUlwRady/i3RwKQjRVsNFqWWhdQmEf7Jct2kheG4lbnKTEWiSKQKAnyzXsRSEln20BYIdrLV81pzBdIF2fh3ZlhwnH0ACYJNM0nGcXXvRJC/dEO34rsfbpu+eZQyrD/gWYZg+BODPALiqlHrZfPa3kSrVv1JK/XkA3wXw46Maithiwz8DgC1jXphKYsQqwEtn3oX18hlcnWriYrmOs2cX8Hh3B+i8Y9mkdqmC9fKZ1JdGi92bKg1l/q73I+svcRCEmYnalcrAuzPWfSA+xHwppYIPgjQhJpmygKypjU9wQJo48cqZB1JzoQGK0sfJNUZ8p8oXJ8qxQ+fXk9iakObjLjpBaJ28+W6+DI0IyuaVmWfAybe7c/WpIA1+InpEfnDSB4LGIwCsuW7DjBXVBKSq8wu9/fT7yhlcrc+l5W+MHxcHB2XDEnBn76kkTb5H110OQms6szqjs7tqF3vIo9TkWJNfC5DdHfG/O0GIa7VzmIkPccEk6OQh3lx/SWZFP4BBmDh3IgUG+W647vJ3hZhM0nkKuuD+YfwcF+t6BDmxuaikFBrBoDByA6lT/LZZlFxZsjtBWpLjdxrn8bXGeTzYXMEXO++k35XSQt3czzBSqTk7UoEFwlTsmo8HzzYskxPSb+73w5kY0iNp0nexhi4GsV2q4FVWQ46fz+/fBYZ8Iv0L+RxHLOpSMlzpgcZsiW1cFlkCXt5v+h2x/gFpnrYCcmJ6xO/ZZVZyJf4k8LsShBaMb7L1aLHfG4qsbQQhnlCBNd/ye/aBIJ/p1uVHxdkV7sMmARj9zc+j+6HghOvmx8d+8fEikTnvfELnSAaNX88FUmUQh0uX+bPyOZkUiZL7GvzVL3541PlcdoMKvjizaAsnXjpooaPScilRULK7zrJOcPWBR1GrzeLJyhlUq9OYm3sEOzuvY2vrO9go17E6cwFhWEMQlLG9vYaDzqatE3atdi6NvIHGYm/Pmpvm+4doJ1XU+xE2S1WgOo3NUtWar+q6j0dMuRO50PEf6uPDvduZ/Eh8YuCghi/ooU7QDqv4ow9cQr9/iCtJhHo/wseZXwyxHXxS5SZA8rmhBQrIOkySnxEwAGwLUcdGbUUqTRPQDqtYr57Fb5x7L9bLZ/DJ3Tew2NvD453NdCF0ADUSAi03y/Uhs82d1KOeSv2Rdpmj8LS5X+rTYm8v41d2rXYOV+rvwp9oruDgYAsPtdZwpfEgvu/su9E78wC+lcSobb+KS50tLEYpmLpSf5c1V1JJj5l+D0um3MkWFWQ2YOw1NTDNENDg7ArpA/Xr0kEro2Pct28t8SdPa6oAK2bcn2kuYz7uYiE+ALo7uNjdQT2J091WENoEqkAW7JR1glkzIXO/q6HF9aCF2zrBV9lE+YQBkDwlRaQCvFI7Z5OClnWCH2mvW13zmb25DhcBUCc5F/UNW03XJ2BcT2JcZgtWy4CchgGFX5+aw1cv/DHMzCzioYf+I7xr+1W8/fYf4Oe7O1g63MXP3vqmzd7fCUL8dmMBdd23WedhrkH+TpEaZBmeMQV0OZAgRuu2HhRX3ktiC+pWD1q4KMAUsQS+5IRAqkcEAH/j3HvT/HaGlTpr2IUrRo94DhsJoGihakrdYX9/0cypxJQBBiQmMRZZhDNn9b9en0cnCDNZ7KXQ3NcuVdBI4gxzlScnqUcUtQtgCPBK/zgaP/K7ebM+j5fYu7BrADexty/2e5mC3vUkBnp7Q23OsQ0PMHinr7N3nI4jHyPZt2fNekFAyce20v/SLPxUWMNLhqlcMXOXy8/NxRxR+y6fKg5+XnDMicS6ScdvvhFsqtQvc1sn+LyJ6uQ6Te8S/b91nMSVJyllDBykIyisl89go3IGa5Wz9pgICnXdR602i3p9DrXaOVQqDVQqZ1CtnsXXGufxqXd/ECsrPwIA0DrBN77xz3HQ2UyZn34f7SCtEt8uVdAOytbEZD8Lqxak0aKW1rRCmuRSDXIe8V10XfxeMCwO7cCJHqZd37ZOAJ0MIj10mn1696CFz926ino/wif3bmIx2h8CaHzHyMETfcd3ZPS5BDX8b1qsLxjH3E4Qpv5g8SEe338HC5UOFnr7mI+71meHX5NACbEZ1NdOEKI0wfpNgdYZBqUTpFF/W8Zk2C5V8GpvHzNJlEZYluv4wuzD+OP1eTQaD6JaPYuNUgWPTl/Agw9ewttvX0WrdT1dxKJ9CzQX4oMhgMj/plQTQBqgcBCEuGBYBJ6SgAAsfz57SdbfiPvBrJtkinl29Pm4i4cPd/GZ1g3rUEy6CGR9PHheKGBg3iMzrsyPws/nn5GsJTEWzMJNJkZ6FtMshQYJz5zPx4TGZS+JMaOG2bA7LQEGekSghJ4BB1IAcDuJ8XYQ4tnpC/jiue/DBy98CGfPLmB2dhGHh7tQKmVypTm8E4Spw3xOwl669nwQYr1cRycIbeoHmfuLfvgzkSUoCCTJSDdgmGmgkj2fbK9bhmmm30PCjpc7eulfxa/hM2PIhbepgoypZ5EdS7pCpZfo/jmI5AAcSIMdKHXG4YRryXWhh8q4EDiRLAqxSjOVBl6eauKvXfhjqCcxHu9sYqnbxqPdbbvZ5cWEm0mMebbOuHzIeDZsuQniYEkyMNSOrCHnSsTJhYOmG2aT9v7DXdSTGF8wgMx1zijJ8wHzfUeMl5zL5FjIdnyA8EYSe6tXTBQw1ZIYS4e7WC+fQadUxtVKanL74/V3AdBIkhhXg1K6MJ95F86ceQCNxnmEYQ3lch1TU038ieYyvv/7fxAf//gfRa/3Ng4P38bGxu/i7ZsvD+hps5C1Te25jfggDfs1DuIb4RTK1cSyOREULnZ3EIUm43apbKOhaGdYZr47NHHNx11s6yQTe9rSCV7MeeiXD3exEHXw62tfshMhZ4+4yY3uJwPqMKDfpZMwj66RSL6BgSmI526KVJA6xZtyKxyQzQvzAl2bFnyazKTD+J2UwJjNaMw2TSkY8inbKNdT35h+hKv1OSxWp/Gp85dRq53D2bPvRqlUweLih/Hgg6/g+77vP8OLL/5r7O6+YSOdOAAAYCduDpi2DKtEi9ortXOIoCzQJPYrUoHdMcoFj35c4GiU4+hm1MH74i7+nslhIhkcmjh5+zZjsvicX9tlhuJiF0sDKpsqwDzpUH9QKy5moJ9YkRfZrk0yH08DmJ8wYEp0qkfE5t40zBgH4xvlOiIoLPVuox2U8b+e/wFcfNf34wMfqKBS+SbK5f8Z+/s/CgBYOtzFh/duZqLl+GbKBZhsBn1z3Cu1c3YsybeLzqXxXGOLEe2uXeDIJRIQfznqYC7u4j81etTSCTbZ8Xl6xH3f6NwiC6LsC7UhExy+19TuI5067PewoQd+K65Ff7VUwf4E61oCwCGGU0+slioIwhqe6PcyhdgXjK69cOYBfG7u/fjQ5T+Hw8NdvH7zZVx759v40PfexnzcRdvkYXqhP6jNtppk/c9I+DPlrgEAsBV1LJjic44EugAyz7GI8DnCZswXOblcwoua83ZGAbRRIucu0pFV85mMpKZIvi0xBgQsux49mihgquoEjx600jD/UhmbYQ0Xuzu42t1JM0kHJVxeeByzsw/jIx/5VczM/Da2t5/CwcH7sbn54yiVHsLBQQszM7+DmZkfRGv7K+h3Ojg83MWlzlYKbNjOcSY+RF33MxFQxKwAKZt1zSx2C/GBPT7SaRTZRjiFjXAKl7rbePSglTG3ScBC4tvRcT8jTskDg4gZl5+H9FeSLJJPJIVKBWl52zappkkPQBM0OePy+nnAgKXgL+VMvzdRwFTWiS1jQs9015iC6kkaGXmtdg5XzjyAv/ax/zvm5/8l6vWv4/BwEa+//v2oVqcxP/8lvOtdv4YHHvhDBEEZX9m7iY8d3s7UO6OxIv80yvNF408+KQcMeNJ3U0mMA0OjSzMh6QyfIFwASfqycLqfJrtlA1yo4G5D6JD0UeCfH1X4AgcAMOD5sN/DPAPRBLaJMcsrF3Kc/hxVDqGx3u9hSWez/BNQaodTVr+emVvB3PRD+BM/9Gk88MA/x8rKz6JcnkOp1EAcN/HNb5ZsQVjOpHFfG9LPeZU6K8vNF5D1d+T94bUdm+x5SsDiEr6QcxYCSBeNGxh25M5z0OUskUu3+HF5kU8EumiTR4loiel4qruTmfOeZ07Nvjm2pSdb1xJIM33bumasL6sA1ug9DUI0DIO4Vp3G33rPk3j/e57Ek0/+a+zvfz/W1v4TvAIFfO8F1JMYXzLzEE84SULgB0Dm+WfMWY7nQnOIb3M26h1sij7wZ1UULMtrybpxRxWuT/JaV9j8Q/9zFk2O0ajN6mQBU9LHpYOWLTi7Ua7jUrmOS50tG/I988AlvP/9t/An/sQfx/z838fVqz+Ozc1fQK/3bgAfxsHBQ5ie/ndoNC7h9u2vI4q66HZ38MHuNmbiQ3utCMomY6RJZ73SyICeKChhvdJAOyjj8YOt9LueMTdBpeeY6LtHMZzs8luCIpVRLvSdrdquBtRyKeqgBNi6Um3GSkhA5DOzceEPn788pAB8p7OoAicAWzfmSFrsvmx2DCTkw8IZmDTKa3K7ulgnaPf2UO7t4fFgUEy3nsSYiQ+xGdbwUn0ef+zMg/joR2fw8MN/B1F0iLdv/Txu3vwzmJp6A+fPfxZzc/8Oc3N/FqVSGav7t7AY7Vv2jfuc0eLXCULr50ZO9QfMZMIBU90AJl62h8wfGzpLHee9oDTJyazRzxsfE55LaU4FNkGdS/ji5PNtyaPfgcEE19IJWipwRqw8bRaPTXMc942gvsqF+64AJq3tZDrX7+EJs3mwudOMT+VmWMN7HngU7373B/FDP/RjePDB/xRzc19GUKqhFFTx5pufRhD8GWuS8wEmXomA5iBikujYqSTGFLL5uzj7Re3RM8jzUQKyQLup0gzGjSC0INblYwO4S6u4zG6jFpdRoIn/zf1uWjrB9e5OBiy4GFE5z27pBPGETXIy0/eWTmxWfurfZTNPrVcaeKV2DkvnL+O97/0o/ugf/QJ2d/8ZgL+P7e0PAEjnY/5eS5OSHE8LWsT7yBkXOoeDLS5FwBJnhMi06GPIeR/zEmMWScFQVHz3RWbNKx599ulo36NHEwVMfRPhRJMBjxQif5NmqYx+v4FvfetPolJ9D37/9/4hWq3fxPr616D1y1CqhGvX/gvs7/9/8NZbX8E773wbG6/9Ch4x4flAWpw2MqwAyULUwZJJm899ChZ7ewOzTlBGPaymIbBJhHrUx2K0j6VetnwGMQX0wMnhjBzHFllG6e9UGmiXKhlHZMpUCwDQg5QD0pFW7kBJOKiiCWeOTXZcXItSM0nLdciFnievLHsW122doMoiOiIVFK0ldyJCmb6pLw3DKpF5hVjLL3bewcde/B28/voz6PXejd3dX8Mbb/x71Gqz0Pof4w//8NfR7e7h61//7/Az73wbj3U2rR8QOclz1s3rYxNQKZFsFvupJMalgxamDFNHfi00CUpmgC8YK0GYiZwKjG/WbG/POvRK+hmArQQvf/hityX0hn+fF9VC53MhcwHXOet3wfTRFdGyYu6PzAiTlpLRWbpfcpSf1YlN9TEfd7EQdfCvbr+FVusGvv3tj2N9/bcQRd9AHM+i11vAN77xOcy8+XfxyfZ6hpGdZwCH3mUAzned3qWDII0+5CCbfFpm+j0kBiiT/myJ5+cS6XM0q/3JDuVOXbJTJDLs2qVLsk35GT+P2pTHEDDn1+Hn02/umH5mwrrEnb5bOrHFc+0mxqx3xNgvRB3s79/C22//Af6X/+Wn0G7/M3z721/FN1/7t3i8s4mXWSJcYNiERULP5AlXlnxzzg3Tp+fYpsWXVTtPh+R3NwxjkweUSLibSJGs4r6+SD1qCR2Vx+VZfnxtc4B5yxMTMFHApJFdeKR9v12qQOsEvd678cYbfxFah7h2bRE7O1/EO+98C+XyGZw79168/fYfYGfnEt566xl859a38Ndb1zOAhCaidZbCoJ7EmCFGwDiWA6b+mxmcTqmMjkkkyXeBPEQ6k0/EI3wifMPkzOHO4C6R/hPcQVaGDEuRSsMZL5LMBGd2QQ1mStrWaabfpmKlDIS0DNBrM1DXCcKxsuseV2TPyLTBx2gh6mDpcBevvQZsbf0NdLs76HZ3sLX1HUxNNVGrfRCbm/8z3nzzClY3XsKT+7cyKRUAdyJR7vflAlCxGvitSF8waofnWZG7Zf4/LQCzKsC6SW8ADEfekMjPltgzJPr8KAnkqO28SVVGBgHZWlfUhlwoyVTRuQuAifqRcZpO0mgbcn4G0ue+e9DC1N5NvPnmX0el8g62th5Ar7eHTmcT3/3uv8Nf2n4Vjx60sM7fb9YuL+MBmMATA5JIp0h3CDCRXgODdB8vMkAMuE0akr2RQiZhl1MuMKxHEnjT5szHDuSBJ5/kmXR8C6M15bHvVwJ/huY7JaEB3tyRmN7dOfPOUpRlPYkx3e/hhcNdfKS9juvXP4qdnRfwyqv/P/zM5jV8QUTAAe6Fntp/gkWluoJ+XM7NrrbGYXokWC5qinMVxD0qw9QS1/eZ+uU5ecfx7/OA3YQB02AXTotOu1TBzXAKdd3H4/vv4Pmv/1Msfnsa5fJDSJIYs5u/gMXeHv63h7v40tn3oFubAQCUy3V0uzv4xO3v2YrZ1C45A1OoMzeNXKudw7XaOVw6aNmoMCqTUe9HmEkiywpIn582W7jqSYynVJBJBgiYge/3sJAMIuZ4kj5iCDJhkHrAOMnoGJ42gICbvCaQLpCLKhjK30HClZQmqCfM4s5zzwCp/R0AnihVhvy0OPtFYzJu/abjiDb5c6gvV42ZlaKb2qUKPrx3Exe7O/jS7/4DXAurWOq2Udd9/GDUwTPNZdRq57C7+yY2D7bSkHyHUFtkpjwI0rxHX2uct5nlP9letyZmiiIkPyrAXfy3Y54T4Pcx2tKJTUbXVAFWzO9nHA6vJEMLlFlcSa+oXpjcYfK/uamM7/w508CF+uEq/Mn9nJpqkNSO2CXb3yS2JQ3uhnCz57zxMWkxZqeexPi5my9jfes6fv72Bh4Nq/hmfIhL5SnU6/PY2X4Vc2auOCvACvn6tY1pj3Iefense7D2rj+CjYNtLEb7+MzWdTxGLgFGf7Z1gi+a992V+sH3TLhwFqCpssV3faYtKfx+OHDKW4RdGwLX9fK+l0kPqQ+kxzyNQV5tvUkIZ+VkCoaVIEzvJYmBuItPHO7if/zuV3HlzAP4dtxFr7eHReM/6aotKc2kK0GavPTqVBO/VjuHl+rz+PDeTTy5fwu13h6+ythDFwuUdw/jsExFjuHPxBVlycGaT4/oO2l+Hacf/HMXuSDPaarAAmEpE2eYaEdFsluqoFMqp8xAfIDPtG4AgHXApsglimi70ttDuVxHv99D38H+AOliR6UJyNRHkVQ4+25cqs/jqrk+OYsvRB2bPoD8TUgoUy130qZrzgKZdPYAMg6uS2bHuJfE2PAskHSsdP5sOxYSF1iivkRmkqZj+IvMhT6jEgR5NDrPrgsAHWTzMk2aYeIsJTdn8Cit8yb652ET/bNkfpPf3EZnE4eHu9bnjXLwcKFnTk7dm2HNAqYPluuYL1WwuX8LkQpsNmcCbods0qKJk7N5XEYtHjzTc96OjD8zeZyvbp0UaV4jNiHvmqN8FGQ0jCtBI3DkRJZHFm5KocWI52MCBizzY51NPFzaxcxbETpBiB8qpXX2ts2xNNfMlCo22zwvo0I/5G93rXYOs43zWIDCuukPmd/4pmqUMzb/fBRDI/8uIpIZKLqbd+nRcQBN3kIn/76b4gNufJN6PYnxidtvYbrfwxe3X0Nd9/GgSV9Dzu8ucEHzyHKQLeFEKUzKBiDx/G18g+R656hv/Brj6si4InWqiLjmyJMQCcj4s/MBo4kCpl5QwivVGVytz9nkXGWd4OHD3UztOIoqmmbHAMDF7g6+sPUdnO/tQesESdLH1xrnLbtAqQPIFGcTBSZ9fG7+EXzkPU/i/PnLmJ8/i+CFf4Pmd7+Kxw+2cMFEXXGnXZo0eZivdRZXA98EIK1lNqsCLCEFIRml7aeZWWmh8NnzgWGHblkaRYIlHq1G50cqQEMF1vFQln7Im3xkXaqWTmzWXW6OnI+7FlBsMfZuEtJTgQ3p3wxruFmu43zUsQweMADPlAySItrWKw2s7t/C33rr99KaemfS5JTrlQYudbZwPj6wSTjpniitQLtUwUv1efzQ3COIon1EhpX86O23Mhm2yzrBuh445VqKXicAy7HkewayvAABJZe/kBTXhJIXRZXnczCnAqvHLmdSV1st7c57QvdLPhfbTL9aOsH7TDThJKWuAlxmRaVp0aEEpQRcAGAeZi65/RY6QYhXq9NYq06jd+YBxNVp/IOZRTy4eQ2f3n7VppZwmXcJWC3EB/ja9qv40Z3X8TO338JHb7+Fdm8vE9IPDJ69BD2jElLmAeO83bo0mXIZ5WAu2+MLo8+sJvvH+5bHBNB7IPs+p4KJR8lVkQ1k4P287gG+q709PA7gr9+6io1yHVdNaaaPVqfxhMnBRL59pIOcLe7oNPHtxe4OPrXzOs4e7uKXenuWUeJj6ANBo6LjTgI8uZ67XIOKzkv8c9nuOHrp658E+PdEHqYYaqjw7VSSLQvCI0Y4SOFsi9YJ4vgQ9focDktlfFGV0qRxJtkg5TSy0SaqhLJOkCQx4riLXu8h9Hp7WOjt2zw5dH2XnxBnfjhgkhKpANDZSDn+MKVzq48tomuSuYzakZMGB24+/6bZMZRKCl3D5bPDI4qKZPo+KemrwMkCSF8j+Rkf65l+D+1KIy3Ca8rClJM+OlHZmSCvrBOUkzTJZ7e7g17vNr5xeBt/+vC2Ndvw8c9bNKQ5RIrrXJIixTi5jMrP49pZ0Xk+8YUCF7knq7NirCTrPAnhmb6BrA8hvXd0Tws660dI7+Zm3EWS9BGa3T75Ksr26P8pY24jP8pLBy08etDCfNzF7zETJokL/HDgUoS5kYuV63kXEa5Hrjbl56P6NM585GqXX5MvwtUJst0AEEJhJQid78woawK5a8zHXdT7kfcadG82vQvTxbUkxudNziZ5vE/GSSUwzjHjPNc7zWQVEW7udH3ukonOUuSIfemgZRMFkumJTCpUJJWH3dIx12rn8NDsw6hUGiiXp7C4+CHMzzdx8+ZbaLfX8cuv/zY+vHfT+qxEalAC5GO330L0nX+HvVf+LfYA/KWd1/EIY6+kozUwnEaA74yBYT8CYpoonX0nCG0tpE6QFlck4DfT76GRxGgJR3B+LW7C4y8kPeBZnS0rIftJEqk0cq+ZZIsztnRimSgutJvZDGvYZLtvApYUJr0Z1vDS1Bz2SuVjaMV4Qjv8R40OPd7ZHAJzMgpzWydoBCG+VWngWu0czp99N76vOo1a7RxW4y76/R7+SXsdlzpb+Mz2mmU36V6RxLh42MZ/cfPrKG/8vjWfLPb2sN7voaTS4qDUjyCsYUGnvmykLxy8SMdJF2skyxkQe8MXPJmXxsUWtLTb50leV/q40d+8Xes/IvrLj3eZEahmFgBsJ6ysR6mCRhDiSqWRiWidhBwEJaxVp21Orw2WjHNNjMGh8S/hc8RSt42N772YBoqoEpaijk2ayuv6kdDfH7v9lv2MSpw8I1hAes6fKdctY837k2dWzWMvOQsodWVU9FSeaY9fU6Y08QEt2Tdf21woqpIfS+4PVMsME9y8AWn/nw5r9hlJRpf/psjX+XId62Yumun38Kmd17F0uIt2bw+/Z+ZjWRqJasi5NkB57ziNTZ7OuKQo80NsNDDwd3QBxKPKKD+nowhnlFzERgq83TJxp2+AcvdkJxPuF8OFO4e3SxWEYQ1KBej3ezg4aOH27Wns79/CASWNMxFwdtHUCepRP2NqKyd9zLGdIBfuByWZg1aSzQ7KFy5Omcr7onZ5viWejLKIcMWx19dp9AVnmCRrta0TzGJgYsrbEWZ8ldiunwNHnvYgUmmW8EkmrnSJ3MlLfaJcV7tkto06hqVMwVIcH2LpcBcL8QHm46514gWy/lquiDwaQznOkdAH+ey4DIFYI9J0IjP5Nj0TJZ+0fBPpOJOaXIRdGwYyicg+88VZAnl6LsS+3A2R7yBfkDgAjFSafHK90sDXGufRUSXUdR/zh11bs5IYawr24HpJOkMZz/MYCf5+u3bvo3byowAKheHTtVy6UHShI91oMR0edazv81E6RvrEAd6WASLj+sWclFC+nrzxynvX+Jzyps5uqnyAmK9BMmRfRuvlAd3jiqv8y0kI15Pj5Goa1bejgLnJAibDltJkws1s3OzFk79xX5nNsIYwrKHf7yGKOvjud7+KtbUvYe/2W1g63MUlVUIZ2iogtfewqXHDa6ARQ0K+L5RAjmdt5u2QuEIqyb+Ef/4EsrlW1k0+pi2TwI7YDwJacuKexbCC85eCEqQtA6gysCCFok2eML4xfGKbpd2yMUHI6LyNct36mm3rBIcA+uW6zZgeqwCr+7fw6yPSLJykUC05IOvoD2AI4JJ5hDv/l6Fxbue7adkbUzuOnvNUEtvkg9QuMZ0vx118j4GCpgpQDkJUgxAbJj8OfU7Pg/zJZk2fZDFKYDjsntP7TT3wJ2qqNB/TBnce7/cwpwLcAIYWHJI8Z3HbjyS2+aTkucBA32TiOwmSqP90Du2my3rAZFLk35x5B9ulyhAbMwkpmdIoAGx+LH5ffMxmVYDNUgXPziziypkHcOs9T6LX28PZreu41GtZP7aZfg/t3h6+zeYM8kmjJJkcCLj8Xui95hm46Xte4oL31bUwuHb69DyJ2SOTzg1xnXEXEt4HORfKvrjYEZcQk8SZAGIqWyzrN5COy2Kpgghp6aRJSgw/G+Njg2i9qffTwuvEWH8liW1WatIFCQTlu7ylhzcq9LncpHFwJdcxH9Mi+84/o0zkEsTJ8306Ktt2nZMneUynj2UFsq4NTTUovsvn9vBeyMMUap3xFwKGFzna3dNkdnWqiZvhFL4y/R6sVc6iuvsmkqQPrft41Tj7fmz3e1iM9tExgIk7S/NwbzL7yZB9WoAIVNFnPNszACwl2YKlrpeCFGdNRMvwRYHfbyMIIa3XLrMaCY962NJpeG2z30M9R0GaalBjjE/QlB9ECh8LGoOGOYcv2NP9HqaSyWb6DqAxLRJ60t97ZqJZZPfeCUL81tn34KUz78LVBx7F1egAH9vbwEwS2ehIriNy8aYCsZxqJ1Awq5PMYmtfeqPjg7zzqcgq4lz4M6X/+XFNFWCJmXfLOkFNZZOtudrMA0uZXZxjoSOR9LWrLd9ueMkked1geksJ/QLmuzhpoZqE9LPBxn1LJ85SLjQXhGENvd4elnq3bWoSWvReY/cJDBc15YsHXyQoQgoYZglI6Hie+DRPfAvKDbPR4t+7GJoizAFnMvIWRTkfjctK8PfBFUVG6VSSSdeS09prhvPJnplnLh62Md1Pix7zyFqfFHW8d5mw+NzCP8sDJhJI+cynLrDuamtcGQWaXCCviIxirVo68RZxnjBgSnMJkQlHghRgwBrUk7T45LMzi7g61URl7v0ID3fxvrev2rIFf7S3h8XeHp7cv2UjoQDYUEtiDmgR5BEH80CmuCNPNkgiExXWkxiLKpuHRDIEpNQy4/FTZnHlOaFkniXuyFcEjQMD1mK1VMFSMJw1ucFA4awaTrXPHaIlCOGMHA+RprHli/ekhNg5ngW9nqTFXTmYpJSlm2ENP3/+Mt43+zB+4JH/GBdaNxB/45/b6uwXTHHlhaiD9X4P3zLnL5rz1x0TGQfMDZ1YsErZl2mxpYWQ/ubJJF1ghi86tj6V0DMqTwMA2+ZzYjGArN9IkYlBXlvuvkg4Q5Fn8uOLPJXf4H0nVqURhIBw2J+klMzmjTv58/Ib/L7o/Yig0FEllEoVJEkfj3c28fDhrgXbBKwlGJUmFvqe9Gi1VHECo5ZObNZoEm7idEVASpBFea/kcbwdblLl7chzuEgd8CXRdP0vAyH4fcsFmj+H60mcYSjpvaJndj2JsTthXepCZ9J+ZBKhOmRLp5m3m/0ePm50//m4O7KI8qiUIsBocyiQfQZcB4usN/KYTE1Jh4ybFFNewwesizCgo0CU3Izyee9GEmPvXii+WzIlSbbCGmLmC8LrKXHA0i5V8O2FxzE/+zCWlj6Bd975NtZvv2XLnCzEBzYrL/kL8BBhHkHFfXtuJDGeMJPcpgktpoVfFmC1DtsmhwoAfEAF1hF0W4sklHBTnOTjIn2XOMtF/V0CMonZSKomqmfVAagWwho2WT/kIlQWLww3Bc6aYyJxLPWZ+sfHhJs81QRp8MCYUuh5UV8lgOX+IwvxAbrdHezsvI7d3Tdx8fA2FkyuJlo0aYdqSw0YnZGZtTMO23E3U97D5aBIurBqwPnlsIbLAF6Ou9lEgiMmAQJRCMJMXUASHoYs2Sl5nGQWqM+rpYozLQC/HzqnCOskz+PHc/3Mixa9U0IME/f/k4s++cY0ghBtAEu924g6JfzyrW+maSjY3EMO3EAWXHIQJgEqCR1DJg5XIlBqF0jBzpzRKe4MDCCTYZzEBcw5kKK2OVtJ/lM+PeJ9kcJLlcjrutqRTELeea7x8JmlJil8/pH3Sc+VgDFtntZNDcy5fg8tBl5I+D2NYpc4aOKAVI4t/5/MnD52eNS1CNC6/KjkZ74281guCbCl+EyA8m9X333f0Xn3RB6mkk7DswmknDcZkbd1giqyprFIBdgKa1hYeBwLC4/jB37gp/Haa/8NXvhWGomyGO3bRY9AEY8YA5DZPZLQbu/Ffg/NxFQPZ86nVK+JpJnEqBufnY1yHbvGGXxGBejo1KS1IhZUug5/eW4kadmF2f6gyKdkb3jfuamMFv91A9jm464NdYYZtw3jDyLNVPQ3mSMJKHWC0FZNl+kJ+AJGoMkXOdgJfNbeOyMEuomFlL5f/OWi+1mIOrhy2Mb09qvY3f2eBdoU0TTT72HN3B9n0CxIwfCOm+9qf9ZkA6cJxLVArQQhqmpQhPkJDwhz7dQzbE4yqC3FJwXrjwYAZjF0+Sm4SpbQ3+TbIsExkAJ4Hrnj8xXIyx0kF1cyO9+NhS7AQPe5Dkk2ZylIS7eUdYILJnqynPSxEB/Yckxk0uPjTcDjWTOf5DEPN4zP0mqpgqYKcEUNm/oloFk0wJ50oshunvvGAQOGQC403ORHeiR1Mo9ZoDqBcqEeFTXH/5d65AKQkskDBjUCJyX9AsfQmD5l1pGyTtA268l83MVy4E5LMC6TQvOPb9Mj2868w8mgNqFs13e9UTrB+58XQZdnouVMIr8uMaLjMFhFTHekU/dEpu+S1ihDYyOcyphyLsVdW0+KwMsblQY2wilsbl4z7MDfwO7u76eTeNK3kTUcFG0yhawnMQ77vUxoPjCM1JdY6oKyTkD5vWnH1zDAgjNfZFbj/i6SdpcPmYRPzhwc0uRNDsoAMsCEzHlkKssAG/MZmTF5hBt3oo9UgCAIsWG+p/aJYRmH/vTlZ7rTQk7flLySgOAK2933y3WslSpYq05bJ/uL3R3c3HjJhpGHOhuRSfdJgIYDZ7kQynG60u9hLomdCws3GzT7PZQZUF4OwsxCKicTHyihPvHP1wwzCQCLpYo1KfLn2lSp43hZJ4BhuPg1r/R7WNFpslLSRSDdeMyCOY2ahZ1f/4oAmFLkwkwFqH11C++09A3lbt+pIMRSv4fnTT3FpgqwENawHtbwzalmpv5bGdlzgexu3sV25C1EdB6ZmySgkAvLlX4Pq4BlNVs5IJuzXb5Mz3Ix4ibnpgqsv5ME13QsOSrTOdws2VQBngprWAJshKA0/3H2hRgzn6nIMmAOwD+ngskuaEZoQwQAMIyNdKTnQusUzQOuXHkugCCv6eqHD5TI/13vKgcgeeawIsCD99E1Bq6wftf8yTeq3JLjek8yzwGjzcr8XM6K5R0/Uf1SMIkFTd6ezbCGubibYVeIbVmrTmOjcgb/fv8WHjto4SsbX0dd97Fgbqac9IeSFlLoODmOS0rZRQ9yvybppEv94awKXQeAXaxdYInEtej58gbx9AkckPG6bdxkmAF+STbBJ/eNkmNLJkaedJGPlaxdxXPQ8Lbo9yTdLAPDMO0aNo3YIGLOAGDNmE9fqZ1LF7Wkj4XePj68d9OZ6NImhFMB1tk9utgiKdzckrdLAlIm4f3sWTeCcCg1gGuBcE2WrkloLYkt2OFM2SIH3WZDQQvpFTFR0KJNKRK4mZxfcynIMqLoZ+vcFUkGdzcAN0mfMZXAwCTP+02bl7XqdLpJgrJBJfQ9vY/0/vNcQXkLjhyn1ghdo+fVYteRbeaJPMa3mEmgJbP/08KyRGym+e6GaIMzmvScmwSCVNZnil+LgLfrPZBjQdfi300aMNHqwud5nxlT+oLyz1xgtqmCkT5RUlysJP+fRLow+HTIxwiNK67ruEiFPAZrGVlwBAyDPH6NUQyUvDYHTfG94MOkzCTFWaGDYFB6I1IBXqmdw3r5DL544QdRrU4DnU280dvDxzpp4QBiWOhvYlXIhBepAA8bv5Q2BgPqo5BpoeXAiU8G3CdgyTh4kmyGNdSTGMv9ng2blhMRnxRmVWCzHBMAulY7ZwtuElj6uwuPo3TuvXits4nF3h7+wuY1nI86lh0h1omuYU1sBgi1SxUcMMAEDAAUAFvehNohwCCpXOozr6XHfcSo/UkueQS6JUvEa3dRf6/WZrEZ1jCTpKG7C719AOlz49GaGzrBYqmCTZYhXhaulBOzb/cPIFOOBhAOhlEHzbhrE10uGdOFjKZyXVcCWdp1dU0B4noSo2PafXb6Aq40HsRMfIiZJMLHd9+0zu17xnnWxWjxdBMEZghMLIm+7SXD/jm+iZ8zL7NMh+6GwzeATOkDDtq4PwwFjDzS3cGimadINsIpfKWxgI/tbWCxt2fTOxAr/TJj8PJYR/pfCoENYKA/mR04Y8LmVAAY8C31yAUsXOzFchDiM+U61gxjRGPwncZ5vFqdtu/FY51NzPR7eDHqWHbJBwzp2ntJnJaOMn3kY0DOzls6wfW4m+uXIv+XC+71JMb+hKPkaGGVpu4XzMaDvlthlg9e27KexHg+7g69j1xcpvU8oMuFnoPLTYAzovzcUSyTbJ/aoXeH2Eeucz9baeAyY2SfiTp2gzZqs+DqM9flJ9UgUIaO81kFfGBPzlv3RGkUIOsXwdE2TdCbYQ0blTOo1WZRrZ5Fee9tO9EDsKkDoqBk2+PRZkA2VYEcIDkwNHnTgC4x5M+dnwFkIsN43xfFA3RNkDx6jd8/ZTjmk/a12jk8eeYBPKwCvBDWsBFODdWz4/2XYIa3R/3cMPlwuKM9tXOI4UmU+szbpvYkYJqkEGDiyTL5wk79jVWQZmEulW3pgbruo6NKtoQFHdvSCRbEIp7nZMknCZf4Ip4AWAZntVSxLM4sBv4HPvEB/lkVYI2ZX0k2KmewVp1GuZJuUGih487Jee0Cwz4+PG9aPYmHErkCfsaCgyUud8PhG0gnxG2hQz5fJtIVOq6jSohMHjcaE9dulYMlFziVn9N5/BjX+cQGkx6NMhm7xHUc+eFJlo1qc5aTvs1p5wNKrrGg46iQNwUotEsVPGHMoBJY+kDkqEiwu5P+NBV6ZhLQyP8pMKNpxtG3eQFGZ3bn5+TJnPIzX74oR2qXX9+1aZTfuXR7ORgkbS7rBCv93hBY8l3fdQ36jjYWPBp3VDujJG8enrgPU6gHvjpXp5pY7O1Z6rsdlFHXfcz0e/hO+7toB2V84vb37IIXBSXALHidIMQFk0qAQAH9T6am75gb5/R3U6Vh2aS02zrJ1Lay5hn2t32ZjcItByHm2QS6GdawkMRYxcCsQWIHnzFYs2qwe32ssznkUP2Z1g18Ke4igsKS7mMmiWxtPb6IVQF0kAUxlAqAj8srtXP45fmLWOq28emd1/Dw4S4uHbTseV3G8AEpMOwDWGfAkPePg6SyTqAmuKtTxoeprNNoy/XyGeuITwtYWac5on5053V0lAHWJn/TWn0evzx/EY93NtEuVfDR22+hyVjD+bg7lNaBT+a0k5SgiL/4fGJqCR2UQQFPGdaCnGRdyS35eUB2J7jGdqzctHixu5MC5XAKACzgJrBE0TScfaV2t3WCWeb3Fqk0y/ULZx6wOvLk/i30TZkP2lXOMl05ZO8AT8zaMbovfaskkLrT0tcaLZ2Cyc2whler0wCAp/o9y1BSslnS+Qu91MOxE4R4uHcbH739FhZ7e/hW1MGWTgYRiA4gycVn5vABrDwzBU8rwhdryZD6rg+wYAKzKeXP5b29PeyWKlgvn0EUlDIRskBWj/hn/H44YIpUgG65jiuVBr5en8eT+7cwd/utzPtF70WkAnzZMBF8rOga/F2i9+lu+TBd6acFc58Ka9a8KBOFkp+uBAmuxKEuZpJfj4SDhDyw7GKuXcKj7Ea16wO4XPf4RvEps1bKupH0LF2gJi/JZlMF+JGwhvdXGkjiLp4zTB1Pd/Ck8Y17js3xx5EJZ/oeeJ7TTt8udEHKBpT76YK42NtDJwhtJu6yTtBJgI7JsRRB4XGx0LvSCPDBdj2UPEXiD10udLN64LBtbfTsQbquwxWvobL12YAB8Fk63MWH925iI5yyTNpBwDI8O4Q+pz5xvyfybYqCUloaRA2zUbImHe8PfSad0Om8ZMKRKVw6pfKQKfLAfFdPYtTZnpMCBlxMHX0vE4YW2a3zY12Ti2sHRX+vJXFGX+TkwfWI7wQzuylGRdPn503qjXI168NWdFJt6TQBKAfjUmfmWd+4SRQA5j27WdcYuzLd32mhaCpusuZ6RO8O+cpJoEAbnpl+D9/Qw+Yvnw7luQfInXyRuUn+73Pc9c1HvuuT/EC/hwu9PTvnykCJIu8Hj86b9RzD9X1O+dk+2SYf66YKJh4lFyqV6R+9Y658d/w3l1HmouNKEYZqlIzqG+mTXG+BQeTvWhJjwaxPRfxDR12LX8PX5zxG0iWj+jRRwNRTAW6aHW8UDAATRTzxhXp1720A6Y6/bHKmrFcaWKtO4+pUE3+8/i58KYnwSHcHwKCEBV8IXYnAiM4GsiHcMoyWjpXKbCeJJEYz6mDeoGYgzZO0xCZVvlOQoeNPqKwPB1+Qfmz7VfxIex1r1WnsGj+ndlC2eV8ok/keuxbt0AkokQkzUgEWzYQ3Ex/iQrSf+u2YFAVcpM8KLRI81wwtbhvlujX1HRoWZxLSM3rD+7xpIpmANLngWm0G7VIFl0wleMoMHqkAjx1s4R+vfy0tjWIYyXqpAhjwuq6zdaqA7IRDJjXATT37WAIS+aLzRHyAydmih3eXkr2ic1pmcqY+W7+J22/h/Xs30WfPaaNcx8V+D0v9Hl5kpTrIYVdOipwpW4k6+LgegK/5uIuSGjBDfNMihfxiWrKPhk1w7TrvtEyrNAquzTYEW2ENV6ea9p181Th7X+zuIDJ+f3RsPYnR7u3hNZ1lRrhPTh5LKHfnrnlKspNcpAlFmltcgNvVPtdhmYpiSydo7d9Cs7OJp8Oarf3XCUI8HdZwI4nxrBkTrvMyp5hkn1b7PayatB4LUQdfFnPslk7wsvHRkv31mW+aKsDTQYgzE01yAlSRHeOyTqxfIvWRdIKYJGKf+DwjN0IkeSAnD8QUBUfHAVGutlyuBVs6wS8ZPz8KIqC+EyubZ5bzvUdz5n2TST9lEIsU1/vExz4v2vLuxPQCtto7MSwdVUInrFkTymK0n00iaZiBhd4+IhXg3+sEP2OceO0xurgT6ahkWC2hzCQtPWzvpUVC+k1JM4Nsi+/eeZJIHu4fqQDtoAwE5UyeJWqfmDQK05ZCk/sj3Z2Mw7xLOHiT5jeKpJt19H+ybpYDIWf5ej9NuUmTOZnmXFFYNAaUsFL6ZB1FRu20XRMhMHo3wxczF23tapOuRbT0ZQMW16rTlgEq6wRbZkEaZ2J9vygbRBnO+RjzcSQmKc+8QOdPmmEiIT2nyFq+can3I8yoANNGV/g5ZZ1kasZxkZM2cLwionki2ai8RVSab6T4Fq0tnabEWNEJZsx7NVOqYPmIfSZwd9lk15eLFb83+l2U9b1rCxrSfnG/OLmhovFdZscXmQOKvKPHYad8fkJHAVM+3QKyJZhow5fnW1X0enmBB0XbKCoT1a9Aa9R1mkNp8fA2Ht9/xzp5X6m/C1frc/iPppoIgjKu3bqKi90dzMRpsH8UlDAfd/GJ29/DQquDhw93hybZjKnJMYHIXR3fEbps7tzvhIOdIQcz8z85jNswfKS+ULMqyCiKK0yfgIg0fQCpE3gUlHCpuz1kLmvoLPMjnb4JeH1476b9nIe18mMJTBFQOuz3kAAoi10Bb2fSEjAfprqJYCIfuM3aOaxVp7FWnbYMEy10dhFkppT1fg+LxgRDZjoAlrkBBhOArC3GWSFXUjaf8AWOdmMuPyIXQ8DFZfaV1wAGAOaN8hl0SmXLUM4xvxs6x3Vv9H9LJ/hd4ysFDJI6knCGadvspn15qXj/l4IQG7kjdmekzzLGU1AJmeTWKw3cLNdxIdrHI4dtLB3uZlhZAlm+RTzjz+G4dt7z5m2NC2jpt0svRpnkRp1D82Jk2EBKS0J65GJdOQiSbV3p9/Bs3LXfzQm9IGaAJ471jQWdf6dMWnlCiStprfh81LH3QL5LMnUIHS8ZERIJfl2gYhRILspU+TZdPvGtp3nfS7cCAJZtWglCLDOWyKU/so9zor0toyuuJJfyukXv8d5IXGkcbymkva776JTKuGby5QCA1gkAnYlmqvejjFPztDG98QzdUqhumjSrFbHFkvhSErhsoxw4NRwLCSm4K1rO1X8CBWWdJl0kXyYyr3AWitp1tcPZE+6rxAGVjyEATBQefc++4z4dpUmWRjHmWT4+kUpTSmyEU1gvn7GggJfMof66/Jf4+LgAS97LW0Rck5csp+Ny6vYtprK9IuzF+fgAB0lkx+OJUmUI2MiJTYImHnLfVOOxQr4JflsPBxJMQvrQ2NZZRprei5vluk33QSwk4C8Y7luwaMxobhhXxmEWJMgapaejwBK1Kb+T7x5F6bkAsjTRuBa+pnJnn+cyyieLO5nfjSg5fp/cd6lh2G5KxzGKac0DPkdhfcbZwBWRcXSK/5/HILpqL7r677s2X6PlnO1qx9VnuebnyUQBU0Wnztyx6VRodm1fOftuOwH1+z0kyaDG23zcxYwKUDbAiddvAgaAgJvjCEQtqsCGbnKRCwEwzBLQ33yB4DuCpgP103kSjEQqdRJ3ObfK++ARSrTIf3RvIw2TD9LEnGvV6Qwo4H4tsvYb/5vMVfQZL63iW/wIZNUFi8Uj9ioTXOwiPSi+C8A6tF+rncPV+hyu1c7hM60buNjdsX08CELEOsGMCSCQpkZp5gSQySXCJW/SGDVBuV5OHx3Nw8WL5NKROsrFgm52zrrJ3fRE3MXzjvw3st/UD2KFOkGIdhAWAjt8g9ES9wQgA0omJV2k7MUHxGZiM6zhpfo8vtY4j8XeHi6YKF6uL+QryYUzhdxXg57xKF3iDNFxzHcuFp2LL+Gj7JdkrOjYhaiT2YRdDmsDX8okm7JCtiOBETAoGs4DAbgJ2tU3eT9c931V5u+UxBgAIemfsxnWrH/uIguhL2KmpXHndfluONayvPOPIj6QUoT5KSoELvn9ky9TU7vrF7ruh3Q5j1ka1Q/+u4iDeGHApJQqAfg9AN/TWv9JpdT7APwLAHMAfh/An9FaD3tYCSnrJJPdez7u4tJBCxvlOjbDGr5t8nwsGR8m7k9T1/2hxY4fw/M80DkNuAtENlVqGuMvKeCPYvHtbOgc+t3UCRYdD5eDFt5H+T2PIpFAkH4fGOD0SnUGD/du44PdnSEQyaPY+Ge8bWme4/XZuF8WjzxsmHbIR8jl5OuTk9KhPWNWk2PEHdQ5c1bWaRkdKU32PR+7hhmXBZ1gVQ/KP7jEtTPKE/lyjtpVc4Ahz5U791E5lbjQM9wMa/jBqIMVk4hQ5mgigAQAi6TDbNykWZZnBSfTiot1oGOOEiF3EnrU1xpbOsGG8eXiKRFkJCUvtwQM8lHJMgyZxcbc5wfKdTwhnN5pHGgM+NjkiYvpln/ntS/PlXrkuo5cQPlcRM+tEYT44SDEitnEcJ8Sfn0OIum7JmujYdrlCTjHfb+KyknNRVyIMeF19GiM9phJn8DgaqniTJAr/7a+T0G2rp/cgB1FfKxQ0eOPcg3A73tHjKP0S3Ktu1L/+fvIS+ucpA6NwzD9VQB/CGDa/P//APAPtNb/Qin13wP48wD+SV4DlEOHFrWbpvjgpc4WojNptMxSt20dvss6DQMHsikDODUODBa8dVMEVRaHJfMDMFBCmqjlLgjwD6zPVDKUJ4KxMdQ/CZhoVy19liTzQRN1pNJkjARy1isNXJ1q4vH9dwCkWchp90fX4cBGTvr8mExSPnNcJwixYNoiv5SWTlBlffCZQ3Pk2Dpkxzjq2EWO68NMv4d6P8qM65TQG7tA60EeLnr2C8xHo6wTXNapw6vPXl9k0sozf3j9FxwAikfSAbBmHklJUzu8XxJEkm68UWkMivZGncxCRT8uMy795npA7ZPfnkxKKSdAyk1zBHPcsfUoxiBfDI3bB02aEiBreiKAxNOIAMAT7L3gPincLEb15lbjLm4ksfXNKbIj5oDGBZaKsJ1yQXL5T5Hw72SeIy6WCUfWJ3JBBXgaAEw+HH4ftKDRNWWACrUx0+9hlvkS8r7Je3Pd/xgL2onMRbHJ50X9oj5Rtn8gHa9NnWWBm+LeWnq40DePnJNziAtoyGfukyLM4jjiA95SWno4gIr/TSCeQOcoZ27+28Uyka9xXhu+fh6rNIpS6iEAnwTwXwP4z5VSCsAPAfiMOeRzAP4ORigY1QHjL1knCNNcOqqE1SDERlhDGdo65naCEJuqjLXqtI2KIifN8yYslSY2e3xYw0EQ4ptTTUwz09V83MU8LfhmQiTbOw2iayD5boz+54PLHxYt4pvCsZoWBR4Sn+fDBAwAIWeM2kEZV+tz+OL0BfyRhcfwf2vdwE9tfQef2nl9iH2j35Kl2gxruGkYvXapgqXDXcyxunIErChH0Cz76Zi+kVlipt9DUCBx5UnpEFHgSwLszcddm828HVaxmURYiDoIdWqS2wpreCGcSusRGt1Z7O1hPu5mkihSTT4CCWS6+gnz4tHLvBSENjTf5QMEuB1rXQsfZ5Hk4sIdqwmAkI8cFUXNe/nXkhhNnaDMdcgApStnHsAzzWV8eO8mPrH7Jj60dxOrB62hSNHLDJTyNoihOghCPHy4azc5PDqOjwXdr/3fEfI7Sk5Kj6TMqUFAwEJ8gE0TgUtO4cCgaOrNcj1NeNnbS9N3mISWnGkm+YA5l4rLcqHn/KzIdC2Py2OWfLJs9IfrkwRAsvSKa16jv6WprWFMspTS44vTF3Cpu41HD1r4i3s3gcPdIfMT+ZRSG9a0ywqG8w3dlrguB6SuzcENAO0JzkVAOh9J0zn1iZegAgZJRp8yetQJQnwkiYHeXiY8nt8/DxaSgEOuSdIfiPeliEjWh7dN13MxokX0Ub4bEvSsBKY0T3Uaf6rfQynq4Jd6e5mEk77+Ud/43zfYOfy6eX3nxxy3NMo/BPA3AJylPgHY0VpTu28CeM+oRqisBTAoMWBZjlIZQRCiHVZtJB0d2y5V8FJ93qYVWIgP0FElTBkAxUFBWaeFWdtBGevVs5koKe4oTgkxSSRdygdUOpTR7mhbD5sXOmISALImH2kiywNN0mwHAO2wivVKAw81HsT8/EV8PIlxpbuD1b23vSyVlF1TnHa90sBmWLP5iLj5rczGgOfakTtwIAXCBeQf4gR0SNYAs75ehlUCBkVTSTe2zMR+tT5nE6XSbraexGiZCunAoIAttU9155b6PSyZCWmxVEE7CNFM3PUDXeIDS/I8DpboOnRftPNum/7NeiYBLpRe4AM6m2x0s1TF1dos/khzGV8yoOCR7k5K+7OCsoDbnEcbky2TCuS8GU/qh6vavGsHSDJGgrl/iBPQI5/Ukxgz8SHqum+BIS1665UGtsIartXO2ejdsk7wIMtGTUKs02G/l2b2V6k/CgcnBLyv9HtDgITakOLSGdcx0sSxHIQWYFPfRrXFr0+LN82FpEubZjy+eO770N6roqwTLB3uotnbGwJo/P8Vw2qSLvE0IBG7/1GshbxGQR+mf4g7qEMkfD7lCz2tERsGeK+y1Apy80W+PtKtRK5JeTKuGc3FYEkGxwVeivxP99Rk9zhndHQzrOGV2rmUCFFpvq4XzNws2TNX3ip5n3R917vpEv5536NHIwGTUupPAriltf59pdRHRx3vOP+nAfw0AFxQpSGfJF4nrlyu4wMqQL9cx9rhbcwkkc0CvhFOYal324bHl6Ft4V5iOrgjMGCK4/YjWyqFwApnbniiQFqkyjrBi2z360LV/EGQiWQtie0kIHfkJHLxyQBIZgoChs1qZZ1gIergY7ffwtW4iy8etHCxu4NP7L+DC9G+vTduxqP73gxr2CjXbYJHmtiWDnetI/1Mv4fDfg+HADbETo7ugcZ4WydIkLIdo1LFnaQOEaDd1gkabCzL0Ngo1/HS1BzapQoWevv2njZN3a9rtXNYOtzFJ3bfxLRhIyMxCZDwunQ0rgBS824S2/IXMtoNGDgw8gSpLqEFwRU5smIAWQNu/zfZDr+2zI8zqwJssnuZ6ffwcO82Prn7Br62HuFnDnfTFB5mcac26Z140STXbKoAfTOO1A+qLUbvGE+IycXFCIzri3GSejQDlVmMVw1jtl5p4ErjQXxp+qF0M3F427LXu+b7Z5rLuNTZwmMHWwDShLWrDIjw++2X69gw7+EsM8cBsHXEgPS58cSGNE78Nz+XxDfOlAaD6yEXuSN3he2TLnHzHNWB6wB2Pnpy/xZ+5p1vY/HwNh7u3UY9iTNBE9TulX4vs/DyNA02dUPcxWs6TTsgzZxSXOMzyqPyuDpk2rB6VHF8v1qq4COVBq7WzuGNSgObJt/g6kEL18283C5V8M2pJubiLj4cd7GSxHgObnaxqQI8bSwT5BPIx9X37uQBb5+MAhejQAowzOY02TP3bS6vJzGWow4eNalgZvo9fANpaZMXHOWi+Hu2wt6Xlk5wRSfW3J6XEDPvPn1ShGH6EID/RCn1IwBqSG2+vwjgnFIqNKj8IQDfc52stf4sgM8CwONhVQPCyRbKphAol+tQqoSSYQjKsUY7KGMzrOGxqVm8mkSYSdIkhXIR4e2G4uZdpiqSWfHwOS1cZOclP2/qBHQW96Ph16XP+Wd89y/BFvkvhQYIEcAkoEg7YBoT6zuiEzRMe5EK7IQ/H3ftAsczpNeTGBt6mDHhgG+orIUuVEvuxHTo4SDMXIyP20Y4hR+onsW3odNJqZOCzwgK7VIFa5WUcSSfJjp3XgVDyUj5syrrxJonG0EI6GEThWQkiwinqX1+APy5umRWXNvlRB1hmNGc6ffwsMmrNB93rUlWnssnnaUgxIbRoymmO/RT1oMwYX4fviAKVyqFEXJievTuoKQB2FxUsyrAtVIlrU9YaeBCpYH13r41z9LYdIIQFyoNbLAknnzMOLiYUwP/L85m8915ZsessuZZOnbMMXIuLC4/qLzFkUdnNVVg/eWkbyaB5UsHLcyZeaWsB9mufdJUAVpBtqLAOgPbEnT7FtpxwICRY+kQkNWjMyrIzEe0gNvccGHNVhp4iM0NBJpoQzvq2XLzad49SxM/cPSIOSmkQ0V1UvrLSQAnz72RxPiAmYeonmeRuVSa1ThYKnLv44zPSMCktf5bAP4WABhE/n/RWv+EUuoLAH4MaWTBTwH4zaIXJT+aK2cewBdmH8Zj8xfxfzj7btTr84iiA/T7h/it/VuY6aQM0/tm34fLl/8cvu+db+Nrezex2Nuz5T6IFuZtEwtysbtj0+9zJ3DOHtSTOGUqmAM54FYE3wPnTNOsCtA2x/OJhYOaoQVNDUwcN6lWHjtGZv7eLVUsUKLvbpbr2C1V8KgpB0LtbpqXl8o80ARHPieUnuCw38OLYidKEzqn8ockiUfu6k5Sh6hWVEsnCILU+f3Z6Qv43PwjuHz2PWg0HsSl9jqudjbTsU/6aBsH+f/dQ6vY27uJZ7s7eHz/HTzZecc+E/L5aBld4GM+0+/hNTOJo9/DSjAIJFgGhtLv04ua57RL4ttRciGdlKVwOADiJmFeD02aZ3mwAZDqiGTintIJnjfRYxQiP2sYAXKAJr0hH7Avm51vXnSKz4/AB1alnKQe9dnfcyr1VfvmVBNfOvseXKudw/vCGs4kERZ6+1YXCBDc7LaxkMT45lQTj3U2kRgfJMmiXU9ivN/oxky/lynqTCwiTx8h/Vd8gCZvkZLncH0iPXS5HBBg4+ctByGqxrXg/TR/ItUlKq48zxhtnrdqM6xhpZ+tRk+m5tVSBVXDpNN56/2eLZzqYk/kXCvno6Jg8qTXsz60ffZ0b0tBiHU1qBVKa9B3kjRacjnuYlEn+Ojtt+z9v8buRaZUkO8VF5kbjY/PSUcW5kWPA8UCGXz+ZwBsNLJk3mWb/HPJ8OeNlUvGBZPHycP0NwH8C6XU3wXwdQC/MuoEMt3Qon91qomlylmUy3VonSCKOuj3e4iig9SPIIlRhjbJLBWUCjJmNe5vI3fPQJozZM5TCkRG/ZA/SMd5dCo+ali2myccuHEGifeno0rolMr2+HoSW3aJH7tgHFPLJtFnp1TKmJFcbUtWgMxw0uFQmon4CziGv8koGVuHSIgNfKPSwEblDNqlCrTuo9fbQ884c5PZl8YwjrvoM3Ajoy5JWjrB+xjbUtbDiz8wcL5e0W6zB5c80FREuF8HCaWg4DrJnz1nK3m6Bcls0rvEnW+5gy5vF4Bll2j8aEeXN1EVpcaPKEfWozmVJvF8yQRAUDb0l7tt/GhvH4vRfkZPZuLD1HxpkoCWxbsBZH0niFkiZtZlfiT24MYIHSIpMg/57tXVVl5AyyID1qQr3L+xpZM0whKsxp4B66MWUM4ucaDk3ZyJfp+wHGsuot+r5h2isYrYPMvfgaUkxqIJFqgnw0k/5WYrb37hYOkoenGnhes96bpvPsgAZsZy5j1vFxM5ypR4VBkLMGmtfxvAb5u/XwXw5Djnk+mG2KXy+csI+j1sb7+K7b2beHz/HSRBCWeSPv5CdwdlaCxEHax32/jFf//3sXS4ix/t7uBidwePdTYzpgBgMKkTol863EUnCFMnzf6gaO1Mv2fLZ9BLy01ULvFNdkB2kuH+Q5EaFKkFMBQ1QY5/fPdfT2J0aufS86FQB3DB2MCpb7ywLi1w36zNYr16FvP9wxRMmXull3fOZEifj7s4b5gBuuc1jzJKHwiX/XopCMdSouPqUN/oULVUwe/W5/FLDzyKctLH6v4tXH47Lacz3z+0NDjJ0uEu0LphmYLF3h7OHu7aXZ80pb1mzFXLQYh6EKJencZCv2dNMWtJjHnDuMyUKvhIEuNQsCzAMGvgM71J3SLHSB5IMIM0io/8hGjHTrv1CKmOJXEXCzqxZoFIBVgyvkbEUpX6PZwFcPZwN5OQlJjOeRUARs9mVVrmh3SU66r0WXIxHJLRoOOOM4EdV4+obz9hsno/O7OIjkrLL/2FzWt4mPl1AYOkr48ctvGP3/gdq1vzcRfPMCZFMoT/A9OjlSDEpysN7CWxjf7Z0gmeMACDIjG5n4pPfN/JMeW+HsQUUjFkuUnii1nmne/3UK9O24hBXkwZMM77bGO6qtOacwtGP+l+Ms++38O8Tss6rTlAp+u+fGNyVD06CR0iWQnSgsQzlYb1F7zY3UESd/Fc3LXBF4BhQcznJHnPeksneI6VkaFnSWw4nU9m1OtJ7E0AeRSRDCUHaEWYrC3Wz9VSxZp4JUiUa+yNJLas53IQZrLlc189XsaKzzNyTnLNOeOylBPN9J0ohU4QWvMQAERRB7f2b+HD+7dw6aBlgYKtaxZGWMQ+PtF+wzqI+3bLUjhwoQnPBYr4Mdx/yYdSi1Djsn+cGeN+KZzF4Duusk4AR/vSF8req+6j3o9Sk4nJLiuTT5IvlE989Df/22UymqSUlMKKAZpkHpqPu1iM9nGxu4NHDtuZkii00wt1Mggu0AOzLRcJaMhUROxjZADituMZRCoYyi0DDNPr49DkLZ31iSMdbSbxWM+Am+V8E/MsBqwt+VcsMoDFdYj+z3v3cu/pLusQAJQwCI9/UxnziU4wk0R42ARDLEQd7CWxZRJpfBaiji12veZYlGiMM6yTGftF+p/dPyWEdenPSQktJrNqkGbAt5DQO8AZL/68JXCRiw4xKJFKc3J5facSdwb0+0lKUJk5kc/hM/0enjemRs6YcGd2kiJjUMTnTwYdnIT4NjcucC7ZSp9ZeRz/Is7guUy1o9opwr4VHa+JAqZYBVirTuOLM4tYq05jav8Wzuy+if/r1ndQT2JMJTEODDqnBW8mSaPcPnb7LUwlcWYxlCJ9hPhCQblniF0hVok7j/N2G0GIWZ1k/A4Av7MqP6Zq2po3Gc0BYMuEYHNamxZAzh5FKq2Ozn2zeNJJ6SxObVG00kv1eevDMtPv4RFTImSm38ukOpCJJzlFKs1PUiG5km7rydZvOgOF+XIdz555ABvhFC51tnCpu40P7d20Cxo9X7rfttEZzjACAJTfbEAvPu3S5s3YUx2/ehJbXydXEWKXXpDwl106Um6J75DEuJwMMkyTkzr5kVDEEncsnlUBNs21+OaAvzPynrf1gD1aN8ksqc3t3p7dzS4xR11gkO+H/Lgk6JaLA5+8fD4Kk5AaUuBN97rY27M+Sou9PZSijvXLWi1VsKQTm36D5oRRZhQOlm06ATNOPIrshmEElgwDRMLHyrfw8GPl5673uKnTQJCqCvC0CjLJNCVD1lKsFI7RdQKI8jnz6xP7dNmk73gCKSNLwOEG3E7AlKzQJfz9yMtLNely4CGykVpJ3EUNqTf5M4ZF4mtGSwWFTNc+2WJ6J+cuXiDcBWJ9UoTtpWNkOgrJNPl8j+hvee8uNxAXmyhBk/T7c0V9cvExSz4g+JYn9nui+tVVJbxaOZtO+nEXnb2buNTZwpxZ4Lg/EgCE5rhy0rcmlgwDAwwBCLnzpQWU2COfyY07IHJZCkJro7fMAmOhAOFXogbJHalv9SRGJ4kRqmyGbGLbyHmW9yMSDAgHghIUUr/PGzMkmRpltKAcOxK54+RKxF8Q+o5P6o0gROCp7HwnRCmVmpmgUNd9XOzuYOlw14Ik+UNgUTJ+nCXiLxh/ATM+BwbE0jP1gXbXiy79QvKEL1hz7BnzvlvmDEDbgDh+j/zeJGDifeGO47wILjdz03HUd5nOwTexcfDgmjjHySNzJ6SqFJ4oVXCN+sPA0ky/h3Vxj002Lt/JeYY+B3dqJy/3FK9G4AvNPg4bY828pg3KDUWLnKsiQlPoPO8P/1vey5Z4R1wAiZ9PeuTTJzrPB7Lp/9K4g3JCIu8tr5wSP66ouObmccxJru+LWEqKnltkAyTHqOgYuBgmGY3KpYhpd1QffTJRwLRbquBK40FEUFg63MWH925mQlG5uMKg+SLIGRm+UMyqbB20SAU2og5AhmWRkWgUrQHAZqF1pS2gqDESegCUfZq3LcHdq9XpjInwSv1dePxgC491NjO+TC6zETcd0v/ETtEY8mznvB+ybS7Epi2x65R1YrPMcqFxaZix3SxVcs18Jy2HqpSyAsY598nuTiaXFzAo3dAwrBA5V8r7lk62PopcLmAUQUR19ahtYh74ZEJJA/kkQaGvLhMgLSx8EqCCzKTP5JdEEXFfn5rDw73bFnS3dIJ5Pby5AJBJM9FRA4YTpv8AsNjbG0omSA7m3J+JrsX9WYYKrDoAggSRvGTGpKSuBtnKyzpljxaiDn73cDfja0L3dcMwisDwrpae5SgzgQRMpBv8/l3MFekDHyNfQV86XgJX1/UXSxU0VIBVpHqxbtjTEnuXZs07Tr5L/BrUJr0PGSZFDwqJ03yxYvrrK67q8nXj13EBb/73nApQG5kV7mSlppRlWamflF9Lsig+oCD1hd+rj1nkn8t3rsimzNWmS1wbIB+7SXrnAnU0F8raknk+nXQ+6T9tvvKCI/KsIvzvvO/zZNIMJupJjMVoHwtRB9PGaZtMY/zHxRRJ4UAEGEQNZVgEPchFBAyAF4EhWnzK7MGSo60EPySU+4YXJe0EITYc4Ir6zf0/KGkZhXGTcy6/ZxdrJtviZkR+f3ys5DhysyX5AZHzNwl9v+hQog4DbeRQ37n91tBxd0oSpSxQnDPlc2b6Pewl8VAOItdYAqk5cjYZrjOUZ/oYOlYnaLD2gNQhm4NMnp1XLjA3kGVZyGGTh8lykw1vYwGDPC6dIMR69Szqum/1YVEFiAQ4pt82NYHZXNB3/N72khizDl3kx5MOXFYBntCJdf6WYiu4s3GcY/dM6QpuqwCYpB4ha+om30h6Pnzi5+H4JNJ0lSdch6QJg9cMpI3LigAfrug2CYQk0ObJL/kiK/+ne6ia5zAfd7HY72HZ3Pe2TixYcr0bHADJxdQmqmRmGMk4zol+U5kYKT5Gid4ZYsj+31FenPPJSwmDkkbkLC9zJfHF3id8fhl387Al9EuCb94PLrxfeSyxvI5MeSD7m9FNNexukCeuZ0+O3b4NLfW5qQL7Po3KV8XP4/2mdt7wgLKJAiYFbdmQebbYzcfdTEgzB0w8ezdN0q5Fke/0iVYmmy4vIcHNKWWdllGxu2wAC0Fod95cOHia6fcsVc134gR6uBlopt/Dtk5QAqzvyWZYw+80zqcZzCtnsNm7bR2Y6RzuG+NinHxZn30+K5zx4nl6+JjItqVwip3a+GZtFvue4++E9KEQq8Ayk6RHz/d7aX4XBo4JMHNpBIN0DhLEyIkAGPaZ4IUheT07MjPTTgoYnvhmVdYMxXdPFCnFF3G566bfq9pkGDfPYK06jXo/sue6zMvc1ELtUnkKWSSXfFqI+TjEcN4nrvsAsCxqh5HQ2LnAY7VUwabxI6J2JiV9lU1Rshl1MqY2+ezy2I88U1kec0BgY7VUSfO3mf6sCPDpY1Z4m6RHHHhzMOOKZLxujn3abBq3DCs90+9hBsAqMFQQ1ndfMhcZXRMYZhaluXaxVLHO8BJwuJglafpZLVUsQ9brbGKSEkJl+scjHCXbMko4QB9HaKwoKzu1UyRNhZz3OFiSAF9eT74PrnnPNQY+s6Lvvn2gz3Ud+X7x6+SBbmDgj7laqmQiGLlMFDCFZrcyEx/a0G5ieyTDRCJ9N7iZgJvypC8TR9dN8fLNgpVPKVXRDquW7eoE2aKuvE0OMupJjIiBOu7MLX1OgMGCQ2Dqyf1bWAynMJNE1mR0EITYCkI7cU33Bxm4+W6fL4q+seIsFB8fPr67ZsGlcaRjyUzB/YJI6PxXauewXmnga43z2A/KY+nBcaQEbf3ZKIR+TYCaThCiimyWbiB9QTjwrqoATbY4yQSKfEdFUU7A4CXf1gkClQYyUDLRmX7P1klyRT0tmMVpFYM6bwBs+REqSCt3h/yFt87gUQedIEwjuuKDzPsxxDianTt3urwiFuZRVP0shoXXZlxh903gjQob073SPcyqAOuGYf3mVNML0u+kkI7P9Hv4XdbPpgps3TQukjWggtTS/Ji34EmGh34vqiBla4MQH2NO2HQtEvpslQBm3M1c70YS4wayAMnnD0XfXen38KOmdBJtCMnn830YbOK29SDlga9WIB8f173z77mPHi9TRN+5FkDXvVRLFWya+pi9MQDKSQhpLZnZXf2Uz5s/1yYDt1yKgiYXEOBlVHzHcGmqYIiR4Q7cvr7INgn8Px3W0DDWm89EHTwjWD/OmrvGydc+P57P1T6Gy6WPeVGEtNlNTbtumegsVdLaFrbkpjgOmKRIxkSayqTzbaSCDKuwpfMzVbfDalqolXLZqOESJcDgpeZmMGJ+uM+UFNq98/urJ7F1Lq3rvgVEu2zBc4lkTlxFcaVIZ/EMk6RKaAdle190bUrZzx3ReRsdwwqsVaexVptBN5icq6XCwN9spt8b2kVx4MeFnj3POVTWCebFLphERg3ySVBOIDfDKbTDqgWaEjRQv7Z1gr4Z6yURVcajX3zCX/ItnWDdvENkTuKmUvmsF9gE4zPLuIR/zxlJ+s2v2UzSEPyOGrCtC47CtPQMyBTNU0RMUjiLzf2QiHEEsnmkZHoI7gpAZlYufJyL+Je8YZi2xzubWDagWJ5L/SJfwiZLiMj7NyrRIZfrZv7pBCHaQdnOA/I9aiQxWgZ4SxAg25e+JNwvTF5/WyeoIgXfNI4upkyCMwJXnO3sTxgw8coDZJLj4tqA5bEdfLzGTUFC0iDdMNGtLibU5dPjepbXHTromi/k9TdNiaGyTrAiojD5nJf3PuTNTZL5d7G/MmLPdS0ZXUd6VboXouQSpRAFJUz3DjJmsVLUwTz5Y1QamYmZm6E4QLppCjfScfTClxmQIJGov6kCy8BshFNYr561bBd3lpZARJoLJZNE4IhfPzCMwiYDS5SwcrdUwXr5DBajfTxinJcfZqCQg0U+NpRP6u1kUEuO+kzn0kL0a83lNLFj5x0sRB2bBJMSewLIAD9i7rjwCYkq1Nf7KTP2sdtvYSMepuPvlCTIZqfmixyZX+l5HPZ7+FYSZ156vvgTwFllL+5KEGZeNN8unXbmqwBmkghRUrLtzgtgQeMXAOiKl9zlEConM+kUTSBxsVTBOgtiIBMlXVP6AhLdTGCO+khlKUjo3p8wDOTvNM4j1IkF+aQvxM4AwLphHqjw7zyy5nG6h0YQYtP0mQDVxe4OOmqy8U19KJtOYC0ZTqLHQbJ06gaQKXBMzAifrImp8plF+AL0rGGJHuts2s3Kus6GjwPZCV0CYhIfgAFSVkrmASJdL+u0AO50v4fF3p7dkND90bPkbQFZUyt3duZjsRKkju3vq04DSPWU16Rs6SRNfGkSPPL7kNYBaX6cVQEi44MWqQCVhBe9ufNyxqSneDbuOp+1XKh9AEp+BxSrBSfNgdzf8UYynBKHn1PUVCaPoXeZs0Rcn78cdbDS7+HxuIuX4y6e9Zi3+KaEi8sNgb8Dsjg1l5Ye3vTQ+cQcy/vhbOuW0d99uOujThYwQQ1N4uRwuqiHzVj0P0W/0aJO/k60EMmoOJ/QILb0ILGaFMlWcWYlr23pB8LP4Ts1+uzA7OY6pTIQIXMPPpaJdvI3TXZwMk3JfpIz+81wClenmqj3ozRrMVskyVSzrRPMiHt03TON+ZYxo5STPmbiQyziNqp6cpNUYhY60g0+8bd0GulHOvQtx0LX0gnq4l7nHWNNToY+nxH6+0YS27xZUlzPhsSlLz5KmoCGXLT4xoLKldAxM4yJpfEgIM+jKMs6wZIe3hk3GUheq05nTLS0kG7rBDcYwwHAOr0vCR8c8h1rmzbpvS3rNPP6dM67dSeEkuhyHZLCmRv5fUtnXQWAYROAy6FWtkG/r/R7+EjUyWRjd4FoYi+jgvfJFxq72LD2CYRt6wTnzfWpXNLz/V4GELnafEIwg1fItMzGgcxOb5p5q57EmE2yUX6u6CbX+8BBYyMI0Q7CDONc8ix0d0ooD1NRxtYlefcM+NkR3zn0DFybPVr/RrXpEwlCWqJtAJlSSRK0yXOdkbNs7nBtGCiHma9Ac57IzSj9lhuJvqeg/EQBU0+lkRhU1oRAwpJRfNpdcb8dCkmFzkaKUSi7NHXxxYEGlgs3fTSTGH+2dd0yDdQGtUuLssuvCoClHOfjLqrsOh1xHAeCBIZCneB8fIDz8cEQK8CdiGX25UgF6KgSolIF65VGJtEnN5G8UjuHzbCGj91+C/NxFx/afzuza6S2qjpBxO6dm1iu1c7hDeOnxPsRqQCXDlppKH+MoXxPd1IOg1LKcLFnzXee3NFb+kDQ70UWlcn1hXa9Lju3a9dDPkA/u/tmJhKTi4sljVTqSL0chLhsFqSXWakMLpbCNpMPwIo8q9Qs/Kmd1zMLLTkQkw7xCKdl49/Fgyw6QYinzPVocxKpAFeNDtE9LJgFlTOfXno+SZ3i++U61isNfL0+b/WP3iVeADpvM3InpKtKeKPSwEOdTWcEEw/bp6i162Iif948M5/5xGUycM1HBDL/aXcn0w9Zd4vn9uFAhor4AsiUXJHXkcVNiSmgtmb2bqKlE3yVnUumvw3D/nAGY06lTDbp0Ad6e3haDzN1P2jKUL1SO2cjEul+5PjI95V831ZLFcxUGnipPo+k30PU7+FNo6fEiAGYcFKB9H1eCGtoGtMzMdT8vqQvmgt8+8TnR+djV4BhZ3t6vvycG453mLM3smwOCQe2rlQrAIZSBwDAk6VKJq0AP5/0l1JsPMfKxvD7XzbH/ajZwH2ht4frSYwXzPxaZHMCpOzoX6407LxI90/6vRyEqHpyC04UMPHIFC4SjHCAwXfJ3Gw0lcRDx3CTHTfNSRRK9s0tneAjvb1Mbia56EnGi//OY53ksdI8Qy84AUfXvcj26P5nkggdaK9vEj9nobePmSRyhpj7GDbq464BZVenmtb0V09ilJP+oC3oiU5SfaghfxcXC8RFTlSuFARSfPS0y2zzXNy1iw8xAFw4m0QBB4fmf2I5fC+7a9LifScAw4u7kvD74wEQnM3lupAH+HyJMX1j1VRZ35K1ylnru8jBN11j0kLpKYCsAzK/B/msR+mZS1ztksiFldc0dF2Ln2+d01n/6PeoRYNvCOhapMeyPZfwfkurgO9c0i+5uXLNzS5ZCkKsG4Z7t1TBVpKWOxplVbjTopkekRCAHgWipUi/nKMKX+Nc7bkYJ5f4NgKSDeTRcRIM8T65zJG8nVHvk2TWpXD99o0jvcedIMSiCqzfZaQCtKLOyBQhk830HZSwVjlrmSS58LkK6XLHWfJdoUlcAheX788ssonl5IRy2E+LQMp0BbwPrnIs0keEfEGA9KFsmOstByFm2E6eTCHk/0G2d94mATjyVSL/Kl5UmJv6IjVIYEnX+dDeTWtCA2CzQfMEj9wsJc1vZIq5WpvF/MwiougAX4v28bHbb+FSdwsz/R6mzPXUBGnwnipZJ+GyTgbRQhj2VePmgGVkSwfwyDkANuKJjvW94D763eXQKY+VL3JTBZhH+hzoe77zk/dBCxyxgwQ8KAqFLzY/zHRpIQjRijoZlgFRB3MqwIJpdw8YSqb5ge6OjcIDshsEOT7UP0q10C5VsGF0+I3yGbx05l1pkEFYxSd3vosP778NYOAXOOlFjwqBN4IwkwuJxGWiJF0jPaLn69qtSzDjYlN8kmHBVTCkT1sOHedtSz0ioZIk1FYml5R2m2WfZ5uBlSDM+K08G3et71tTBXjJc38rUQfNuIuPs1qOBPDle0H3zHMrRSrABgsOWKtO41rtHB7vbGKp27bM592QStLHJptTizhquxgfl+O+dEgmkcAyj22iNn0Awnc9l4nUJbIffP6VjBaffzkY22JgnUrJuPpooxAPWvZzHwhzrQHEgq0wd55OuY7XDEv64b2bVp8P7wWTXKA16rqPgyAcAiiunQowzOK4fJxcEy7/304KajhKgMwHVZWNuJMgxrUT59f37bLI34Da4ckniRmQSQRlOQ9X+/w7+Tk/X6ZscAn3jeKpBTbDGjYqZ/Bg7RxKpQouIo2sK0Nn+jNJjinEII2D6358jAyATFJIYPCC+3a1tEvj/4+anPix/LdP8tgVGR5LLz83H3PnWS57SYw60yl5L4C/mCdNsJL5pJ+S4xwCShtm8uERl5thzYKlzbCGyBFVOWmWiXynALfp1iV2URfPVIY6S7A0jq+Ia37i4MxnAs27hjyH+2zQ+XLHL8EgB1dyseP37RpHMqstAzbgIJOOwdFXyq20wUx+0hcUSBlukrJOLBCelOxDZ4JKZPj6OCKfbxHGaZRucbaJTMsuYFS0PS55jGsem+p67kXHy8Ve+YRvNCnggdwZOmIN5+4dLe2vjzpRwHQmidNaZ0EZUyJfDIlkcXgmbm7/BgbmLMkwSap/yTg6ul5mO0H1e5noIWpvM6wNZc+mhUSyNUvi+guALYzK/ZI4Q0Y1q/iO8Ak9SGHAmTa6Dk9ySZ/RONBnVD+P2KoD1jcJNDfKdWyFNXxu7v3YDGs2L1S7VEH9zIM4d+69ODzcRblcx3rnHXQ679hxuAmFZIK15M6ZHFY0pj7HQy40XlVz33tsl0yLDe1A5I6J+wH4QrWHol3YS0p076JOnatJrF8RM4PMqQBgi4K8F3rZt40fwO+K/mRYDLOrX2FjxAHYIvPbA0ykF1sEt3Ric0MtqIFprazTJKzyXaLvf+vse1KAVEpzc830e1ivnrWf8cWP+3dNmmE6m0R4vLOJSA1yKRXZTbsWCXp3KRzetdCNirrk39HfLTXIC8Pb4EwT6e9QlGOOHnEA5mIFeD/IT0+aXajd1ZI/HQQdR5mayVzNrQZyPK2+1s7hOyZHFzHoERTq/bQY+9Lhrk2nwfPfTdrpm0yZkgV0mbNIL4oADc5cu57fKJAs2/cxnzy/nEsnZV/zAFxeUWEX40Vj5MqbxM+T7w4xVVInXeNEjNIPmpJkfQBtnSAx824NwEWzVr7I0h/E90KUXFX3LciI1cCXhyu8FM4muBigbZ04E+rxY1zsj0uBqLCo9JuitnztuUAN/81FJrd0TdTUD7qOc2clziFgJBdBApq0OLlyRs30ezgIssWJIxPReDXqoLH9Kg4Pd/FSZws/uv8OFnr7mDIAra77KB1hN3VUoeSnNA7EHslEaPwlW2RAgt83t99L8xL/Td+7GIRR4jLlyuvQ3y3Rd9d1uCmD+sUnUN+kI9k117tGhaa3Rdt0POnPpuNc0rO67qdlWjBIZjofd7Haecfe++OdTVxgjroyAeskJNE6c12uLz4w4zL5AlnwWEQ/iuhP3jFFF0pp/pVt5C2UUuTCJk3R/Hp8MeT9belBEWNKaCrvic55iM1FNFfOJDGmjA/nfNzFwww00THBhBmmGO7n4RvTLZ0MmYBzN/ICVPBxlWtHEb3LY4FGSRGz3riSZ2rkwJ6+l9fNA47yc77uvszWizkDwHhQhC/ue7IMUz/CowctvMHyCVlHYp1knHG52Yv76wDD4e8EmnxO4PUkv74Xf0hyIeFRc7yUQp7Ducs8aBcUAQ6pLp3cffBjOMvGP+cmN1kTj4MkOlZGOEkzI/lKUbsAsNp5Bw/uvI6L3R38591t6wBM15uLu6hMEDBVdMrskS9Yu1TBrAltl5MMCUWgEWiYFS8lXwznTGSlBBj8eCmjaHMX6M6b7FxMBo/iy9vJyf7QOFwOstGUGUd0czxFPNExC6TnemDmXTOTisv00ExiC4S4f+LS4S4+vvumbYN+COS7CkLfadmHxov93qDWnZkwXb5o9NmzcTdD85PISb2lE0Awlk0VAEmcSVch2QTeXhFxOezmLTgS2ElA41q45WfUJj1/ybqS3xHXIx6leSOJba4bpx6ZMXoi6tg5C4AthXSxu2OvtW7Yr3IwyAvky59zpyTWemwQ4ioZQ7+LnD+Xozsu4c+Li2R95DXkxsAlLuftvA0cNxFKHzrZBjcdy3FxbWCkzKlBrijSI9IZHuAg+9rSCbr3gg9TCRoz/R52+z0b4UASqTTFvat0In9xpPltJgixZ3w5KLSfH1PWaV6jRhLbatnA4IHwbNkAMv5G1AaBD7njob95P7nJjCSvZErEFEP2iY6jUgX8HBIyhexKE6cx/dG1Jejk7VN7Nvt4P0IUlAa5epK+jbQjZ3UCVWU9HPlyJ0VpnbkvugcZ6QRkHSnp5aGXgpy8yfTREsfSMZFKk2HaF5MtqnIHzyeHOdO+NINSfykogETusOVEs62zjrw+RszFejRVgHVjXquzeyORmd6leZezZEtCh2hybKo0Lw4B9Mc6m4hVkHnPuX/di/0enkB28zFJ6Wud2e3TPUjzV57fF72zvnBxLty0xhcA18I3ahEcFWHkW0D4sXlOva6NJB3LAaE8ZiUIbRqCDtMFOk4yqHzO44lA6ft6EuMxUxuOR1bSe8TTHNDC6nPWvdPiGsdR/kzjRsXJsXYBCd/xso++83xRcaOi7UZd2/WZzwTIwZLc/I5qU24SgPRev2wsWzwthut9GCWTL43S76HDSm5wRoODEynyM348YEwv5hie1JILr5pNwISb06RPFQdOsp4bgAwY8ZnPXFF9wCDfDTAoysrBEr9vawoJa5m2CZxthTWbBLPeT1PahTrJTDLy3lz3SdF3lIiRkmtuVM5kmAHyw+KT16TkEBp7SYwZ9hmxJeTj46qs7nI6pHIe/BhaQGkCJ1C4rJMhe78ESTz6hX9O48RZHd7O0ERmIvWA4fxQ8li5yLuYD85KUaZvCbqJXeImX5+fEQedlEizwRZJVwQr5XMixoFHV41rGjgJIVOKKzKM7s+XpVtGNC0HIbZEssAW06M5lfo3Ns0zbOokk+DRBbZ5f/hu3FWF3QWgXPfU8uiR67r8XN4ur7XXVFk/kiUGuvmcsxSEmbQXnG2Tm0WSbZ0A/R5u798CAJRVgJIKALMZ5WwrX9C7E2aYpNA4841L3mJM84g8n0TOJa66c0XNcrKtPMAm25THSiZ21DucB96AYctPXsJUyWTR33SefE9aOsE/Mn65dKzLgsCf0z3h9K2gM2YhzgC5hE/afHexUa7jVZNmHwAWdIKWyDNEk/RBEOKVYJBj6eHDXXzAhElzNounJJAmNQJnPHFfxrTBBno2iTNmMPot2ZxZZB245wk4suvaKDpkszRvmGi2m+W6jT5aiDqY7x3aHf08Y5ikbJTreKPSsNFLS73bmO73MG36TX5mNIZ13ce0YLnuBisADBa6WT1gzRqAjcBxiaR1mzpJswSXKlhKYqczd8sAWsu+1M6hrBOsJmmahy+bsHwgnxUiUzExqIf9XiYpnMsG39Lu9AI+NmLZLMYrnslUXmMlCLFoUkeQLpFjLXei5aZyiPHtl+t4ydQ+OwhCm4TS+pv002Kt82zjIv25juP7cBLCASevWSaj4Ub1k9hN16LBPwvCGlZq5zDT7+EzcRfPs7B8Lj4zBb8WT0A5ijmgxS7PBMf1yNcO1yVySN/SaWqPIKzZMj1cj/jmhYIJ+Pv4dFhD18xFm0GawoJ8nG6Id7Op0qLVdbax5CaeuyF85nCZ0oHRdeHG3TCsBCGWgzTFAyWCdLXvYrg4aCXAMQpw+8bYB9RGsbSutrkOUiJLninc9S7Q/1s6yZy3HIS2zI7MNO5jVl3mQ5dMGDANaHnOArlYijyWqROE2Ain7Espa5/RcQdBiM1SFevVsxnGiU/skhlyJdakKDPub0VgyWWrbSSDEhUAbJJCAKgKBoqDReljJB18n2DnbYU1rJfPIApKaRRWbw/njd1f3iO/Hp17rXYOa9VpbJTr+GR7HUuHu6ib++PjyZkkl+P7pJ11CTA1dYIGe6YEoHwiHbwXzNjP9HtDix2N+RIGz+gVA5jo+a+yF5mb8GQbHOhGKkCtny26K01xJC6zDTAMluZUyu7MMjCYa6Yx+rUQ1tAuVfBGpWGPIXMrB0qHcE8uKFXwanUa6+UzaIdVW5qFfl5kJVNWghDzjHUousu9k0JRMPT86DkV6Qt/5pIdaTp0oKkG5v216rQNWniKHcPNvHkTN12LmBXfQiL7y49zmTHm2A9QzKF2Syd2o7LG0knQ3ENgacjnjgH7RhDiNbOBawdlq38cDHI94udJwHcviAS7Rc8hnSoC/JoqwFNhzb5jMuAFyOoRB6qu6xbpb9H7yYs0zjMV876Rabelk0xBa99cSbIchNZ/bsXoEJ3vAnsS4Lo2pFImCpg0hv1v5EIMuJkZWnDapQqenVnEV979QVzZfhWf2H0TM/0eloyjKV/QzxumZE3NDJgCU42bm9MiFeBVE3Y4Z0DDTL+HjXIdr9TOYT7u2pwttIPi+W8kvbcnJgqAFTRVA1Map62lya+s05QDfMIgP62yTuvILcQHmVQKm2EtBT5JPGQW4ePHr0n+UZulanosY8eIdViIOpk0B75IvUlIDbCmyw7TGa4/ZP5o6uEJdzkI0a008GzjPL44s4hPb7+Kj+++aXckFCZNLw1FaUrgSQssN+2um4LQ83HXZtOmqt20EPBEiZI54OIq+Eq7PKKdiRkhkQVN+YJDnxM4POz3UhBjzLDcxEtlVq4wcNdUg8K9jSDEBnu/2kk0ZHaT90V6RgBXvjOTXvBqUE5aXtL8/DOuR0+HNZRr59AuVbAe1vCj+7fQ6u7YsV4tVez5cypI82Ixdppfj37TM6X6bEOg09RiA2AXBB+o4Qu3PIYDDG4SA9xAiX/Gx4aY0OfjLp4CMs+3XaqgmcRDTBj5K9H9lnViS5tQ2op2qYImC/GmMeQMIJms+TOcUwFqEy6OIjVIjg+JCzTQ+/t0WLP3diPJmqtdAKSl0824y1GbC9c//hmlUKH2jsLOyfvMM7mN8rnj7NWNJMavRh1rsuagRvZVXpPYtrwUMLI/vrZ8wGiigIkLjy7LO0Yu+mSSqtfnsb5/K/XdCQbh/PwcisQp6wTlpJ/JTcKvYR1eoTAVDBy7d1nh0fORyx3dLXkT2bZOmRF+73lsGp9oWjpb1oKDPmBQX48nxZRmKnvNpJ8Cpjjlv6KghCgZjvBz+bBIADFJKUENKbdLh8ihW0ojCPGmyRp8daqJD5uM6HwBId8cYNhhnzu484ABvlhw3x/yD/KZR6W4/AF89LFvksqbBLnPBLGJnO2le8hjJej5czDpM7fReTxVxozKhp3fDXagxHKHFb0+B51NFeA1U4j6ZjiFJeZfyMEPP3dBDwcr8OtTu6Q/HMQsBSE2PGx83n1I3SGmIY+VKWLCkMe/2O+hmcTWj6ldquCsuacrjrlwjunFvPBpzbueXajZs7ibehQqlevD47pvXtaGNiLEEsnnUuQZucTnF+UCYeOIby5yHXMcIHal38tsOnh7rjGi80ZFEMu2SIpGBU4UMMUqG/5OfjbSGZn7LklwQCnMv/jm/4pPt9/Ak513MokWueN4Wach6B/ffRNAupCR2UFmwubO0ZFKkzm+VJ/Hb5x7Lz7TumELBtPL7fOX4RS7i+KjzN/UB8BdNy4SCkGOox01cCTnkYOvVqexXmlgjvku8fxUvLxLx5gELh62bV4j7nfAx4L6M2/CemkcuSQTzfSdgh6q1i5Nj9JMSrsX+mzZ3N9ibw+fbK/j0YMWNqOOncRsZJxpCzqx0YMkBEZ5xAUMy8lB5aYBZt+szaKepElb1/u9zA5SCp9sXKCb+x5Yx2GHHwxvi8uKsfU3mHnahtwaX5J2qYJFPagGTv2kKMNFFdjxWGDh38RKSTaD5IbIrO0yY01arDlW+Npwhpg78PLPbUJYR+Zy1056RSdYZqzd70n/DHOdFZ11pF0JBlGMC1HH6ivPMO0S2Qff7px037crb+lhx96mCjJFf+m463EXHzFzd7VUwRMqyDCVwCCRJZVaaaoAMHP4txk77wIbNF7cx48nZ520UFoBlynOt3HhQHglCNGqncNDSYz3JzHQ3cn4tbkACh8f+WxdEZtyHSITnW9+kdfziXx/R42/1B/+N3fydt0TRTlvecaa/m+a4+Qa7LqufDY8aOeecPqW8Qtyxy39iugzLgS2FqIOzscHdsL2tSEBgMv0BQxML3yXHUGlgMoAAu6XxIUzElL4AyJldvlruUATP4f8IPhxHDAB2Qr0fLxku3SvtFgS6JiPu9jWiQ095+dL3zNX5N0kxcXO8YSLMvqEPm+ZsZ4y7NqMyctB35OjNm8LABB3LUjmpi9+HVnU12a1LpXtWEmzxnHFNyH4PncxU/w95IzrnPANpAlmib0z9A5Jfwp+TVcb1I+8d2eS4gOqLe32sZLjW3YsjvIYnueJvnc9J+lzQqwTvXs+9pqO9X2Xdx+jFk7eNge80lxC7XCfUdmWjDLkzIEEAnS+K2UIMSWu2mx3W/IAi0tc/n3AsMP+3Ijn77sOf//JZOUDFceRPObS11dXPib6eyiXGYbTxcjr03d590VjuiWuMUomnlaAWB0gm0yRAxeKrgGyC37bOJpenWria43zeLyziSTuWl+fZZbUDIAtS8EXeW7iI+qYrkvggcDEbqmCzZ3vYql3O9MP+SAop8+2eFh8QqFdEIBMiC0twrTYcpFmIqqrxH1FqN9fn5rDRrmOm8yPhu6FhI4nvyQJLrfZ2PAJj86l5xWpAC/V57EV1vCoKYQ4KYmRjZ6UzvcAnJMuMAh9vmLyVrXD6tAC9HlRyJa/0HKnTf4AVeMXlsRdm15/OQhRV8EQGOYvu1wUfcJ1CMhOCr7Jhgu/BpVrkcEW26afZIauJzFW+z2sM8aI+vyig9GSYIEXu/Qd1600cK1UwcXujrPNOyl9wwzQmLp0Ru505fjWkziT74yfz3N+8QWf645cSD9tEvp+tbdnWZTlIMTlIMS1ch0vnHkA9STGFvOV4lKUZZFAh38u7913LtXmomtyIExzx7q5n8+YIABiTkiPtsz/Pt8b/jf/zTdETRXgspkXr3d3Jp5WQDIRfNy2HM+aH9NUKfv2tFm3WjpxFp/lIIQDJ58P09NhDU0VDLW1HIT4kbCGy2ENX446eMHxzhUFT3m6Mg6Yl2ZrqY9NFdj3Akjf0xeYb1+e2c/1jvFr0hjKTWTeGEwUMPGaY3yy5ixBu1RBVQ/C610MBgGbugEZPsoYOW0QiFqrTiNWAR49aA2xT+ejDi51t210XCcIUQ9rmVIbAKx5iExgc+LhjEKvnLFwgSZiLfguk/rIHb7Xy2cwYxxRyTeF+wdwuVvM0HGFFDav/xTu7EoUCAxYR1eVc5fZwjfx0bNZM6H5F5MYyxhU1V4wAJVMemW2QMvyCLxN+ZL79MfHGMgFh/eZnOWlDs0C+A4FRQRllKGxdLiLRQAtD9OU1w8pNkkofw4jz7qzMgpoylwwctFrijQK1CZnbbgO5Y1T02zgOkGIFROAQO0QIKN5yLJewXAaCdmma8efpx/HEbo/mpMomW67VMGydpvZgGFz0qhruNi9uzWf+RZQ6dzti4Br6SRjsvQ9C/kcfe/gqLXGBf7H0YFJmc/ldYh9O6mIWvme8mvmgbC74sMkHR+5qWmtOo3dUgXTZjKiqC8ANjrs0kEL83EXF3p76ARp/SsATmqf+0Tx62wah81fmb+IzbCGn731TVzo7Vl/qHoS42J3B5cOWva89UoDW2HN+glR+9wXq2EWzSdUdlEiUERslBQXYLLmHT3IK0XAiRY6Ysi+NHMByezD+CfdNhbiA2yU61jqtvHx299LC6AafxfpqMxZtwb11QBRmfqB349kryYlfaW87BLtFAIzTtTX75hn2tJpqPNC1MF83MWjBy0s9vZw3XEfPjMCZ0yqpQo2gxC/ffbdaAdlu6gtG4Bx2O/hoc4mLh20sK0TrOkE8+U66kE2ezz5Q8kX1bXz8VHetOt2TSiUY6ipsiZdziRGKsAblQbWq2exUa6nhU6TtNTJ8v4tXDH5o/jYSDodGPjhSNNjIxieaogFXSvgDH/SckYpu/hyMxxn7Z4Oa2gEoWXZ+PO5nsR4uruDJtJ7fYYlogQc4EoNO5Vy5nA5CPFapYFOEOLxuGujxIA0Wq550MIPd3fsM/iJch2NIMTLDFxJv0nJcsu++fSIxMX0uITMPPScN4JBRG7bMJbzJvKNIsGoX7Ivkomje+AFgHlfWzrB8+Z9a+kE4aSj5BxO3xIsPWnYOOnfB6R9JlabM2f0/ygZF0DcSGK0ensWpNFzc0XlAtlNxSiwVJTddOkf/4zrQlMNIrrnVGDnF3nOccSXdsElhQCTUuocgF8G8ChSV6T/E4BXAPxLAO8F8DqAH9dab+e10zcFXXlUDYEhAjC/ffbd2Ain8Inb38MFlp2TJnrOCEh2gPuYAMNlS/hvYqkudnfQZgCNAwhZVoR8OwCkPjAOp20ecp75DAMAVNbD1L/L50beA7UVm59dlWblricxLh208LVSBatmEVrs7WG+f+jcfcn+chMpMEiqSd9zoCl9mgBAq2KT1EnokTY6RNfmCewoQoebC2fMQsbHl+vfth6mgV2LHe3q+UtKfXj4cNcWLy7rxObdcpln2qVKpoYikCY7LfrS8wnFl4laCr8f+TxJn4lRBWDzBJ03hU3zJlGaZAhIuoIdCKjJxZuewTgT3knNRRRtKR2nt/QgCV6rdg7fCWu42N3BkjEp+XyQJJjNuyf5rm/pBEhiPBR1EKnAJjd1LcL0WbVUwWapgssAlo2zvUyj4WMOfH3LW/B8QEp+RpspPm9SwIivL6RHXD/yGBTJ2nFgWJQBOCk9cgmxSdTn1VIlY/rd6h/dFOYSX+oFqZ/kbM/1gkeiNfVw5nuSk2CWxr1Hei+eNzUceaAD75dk747LQs3l6FFR/fpFAM9rrX9MKVVByqb/bQBf1lr/vFLq5wD8HIC/mddIXynsliqWxaGFup7EeLU6jSv1d+HKwmOo1c5h/fpzuGCKwdKxkQrsZE4Ra65QbQlY1pIYiyrroEwv8Y9tv2rbBbLArKyTjG/RQTAoIeHKdcTvSQIVnvqgbBQhj4LlKQFcoKUdlNO8S73bWIg6+NOtG/Ze6P5kH4k14oCBmCu6Z+5ILh28+fX5cWO8BsfWI2KYMmDVLBIb5TrWqtP4lfmLuFY7h5+7+TIePWihjGyCQX7uyw79ce3IJcNgn1u/h8X2up2EOhgsAnzXT7vwzbCGV6vT9h4WzCK5hIGZjiYul02fmxl9TsY+s96ceI685tdMv4dVU4aCvwPbOsEVtnjLCaqpsiUxVpEFclSupu3YSAAGeHu+88iJzEUlpbAUhEORcMAg59GvTT+Ea7Vz+LHtV7HY20Mz6tjIJhrjUY7ers/588mcv3fTGd7M9YjYqI1yHeuVhjUrrx7u2sWyqd2+WPz6PnO1q8+SaSITk2SsyzplcK8bcLTS3UEDwNdYUAW1Qe+D6zMOyPn3/DsSDj6bKsikixghJ6JHIYbfN3lPHzHRpz9xuGuZWslo+ExErs0b/5vrD/39nDChy++BwXz4dFjDYqlizcAQwNY557E+H1WkTrna4j5WrveNM9xyrGybnvl9lPkt9OjRSMCklJoB8BEAfw4AtNY9AD2l1KcAfNQc9jkAv40RykW7WA5ybDRY3MVitI/11g1shjU82t3GgtnhAoMXkvvwkPiix2Q+Ew4SpBOz7FNZKO9sEuPhw11bPkSa4uRCxM2I1Cd+Hd9kRH3j0VYE0vi9dkoDwMRDw+l7vsuLVBoK3mYMmRRpouMmQD523ExHbRdJK3BSehSaHeyaYWVm2VgSQPzY7bdw6aBlTW5fNQs+p/R54klg2F8lL2TbRZlLkw4XOu56EuMHTekHAuQE1KU5OS88WP7N++XyZfAtNvSM+eaAJmKqyUd94UxSwIIOyCxKha9nVJAxAVZLFbTVAKhzE54E4qPkJOeivtZDNQf5grWYxHj0oIWFqIOlw10smFB+CWLtc1LZumguMMWvQUKgwaU3rvNp1/3DVCjbPLsvCybQZ4aTbeft+l0mOWmCpY0dzXn83XDlxJkzurgShLhs9Ggtib0bBPpN+lstVbCih6MxqV+DbFh+OUk9kvfn+nsj7mIpifE8YynpOwmaSEaxJNKECbizWct2ZR+fi7tYNmZSF3iWm6PjMGGyL9Lh2wWiOFvmYh2JDaa+ywLlPiBFkYIu37I8prIIw/Q+AO8A+GdKqR8A8PsA/iqAB7XWG+aYmwAeHNVQRScZR1s+6c7HXTzS3cFjnU2UdYKL3R3UGR13WQAdPslKECVZH8p9xAEE9yHh/5O4TGcPHrRwUQ37/vjMV/w+KaeP3DXxSYH6KdvjgAlAWj+uVMFG5Qyig61MjiDedzk2lPST/paAlJtnqFYdAFufjkySmb4EYcaZP0dORI+01tgwuyA5ORFj86md163v0m8IGpeAEU3yVHyXmBAewQi4gYvdWYsFVy4QcuFs6QQtExFDC8DvMVBCbA2dC/Hy83v2UdBcp+g+5lSARcosj+x7sMueJ6fz+TWor7NGF1+rNOx7uNjbAwTT2lABGhgAMr5JWWbj33ZsfkbIic1F+9AZnxLO4mzpBOv9Hj68dxORCvCF3p71vQFg/Wn4u0vjTCYOYnp8JgTfrpr6Is/hz7+lAvw9pkfUJ2C4VEte+6PAEtcjDphlZCbVZQRSP0gYUMD1nu6bFriFsIZrJhpzpt/DSm8Pz8XdIXaNfi8xl4hFneZTo/GgdmdVgGoxH6YT0yMq1eQCK7TQ/1JvD001yA/kYpK8v5Phsic+ke8t7wu1J6/9q6wmJmesZODSlugrb2OUSF10bSipbzwLuSxrIllu0qWnw1qmbpysP+jaPFL+MDmf0vHDmdVSKQKYQgCPA/grWusrSqlfREpVWtFaa6WUM55TKfXTAH4aAB40xT5l9uSyAVLckZhAhtz5c6aDsnjThMwXfA5+KLs2P89VTy5v8qaHyjMWuxxo6W/uoyVLVvA2SahtmAmI7oeDL4rUK+sEM0lkHd8J9PFrS98ruu+bJqKLm0P5uALIOJeni6zCQZDN70RA62a5jkPlU6+MHFmPuA49ZCbbFsu8Tsr+Yr+HZfN3gkGouNyFEZMXqQAz5qUj4XXZXBOhBbZscpITXZ5wKp1PTvSiEuAAYKvbS6Dky0lD7VNfJLNU1mlJlFmVBfsLUQcvm8XKx1zxIAD+znWCEPNJbCPvJNiXgQPzpv22abusE1sAuICc2Fx0Xg3T+DR+BKSuM4DkYmiaesCYkUMqf66c8fMteDLqaxTYoT6ScIAr25XHy03GKCFdlX3aYmOzYjYd5ALwIvO/kvfB/6co1bK4d/4u0AaGF8EmveLmPAJLnBEfISemR8RouZgK+78H9MiNDUkRQCvFZ7LKEz4XuaIPebv8/o7DMvmYMw6apL765lf7jjKgza/BdVeCU9c4LZu5ciUI8e+iA2c/i8xSbwJ4U2t9xfz/PyFVrreVUgta6w2l1AKAW66TtdafBfBZAFiqntWbYc36MNHLsq0TIO6iBmCG1TrjN+PyFZJh9gQwOFXNnXAlAyTBkowE84mLWZK/I8cL4BLXd7Q7l0wWN73N9HuYi7tYiDo22aK8Bz5ObZN7iDI5b4Y1WyOOxMU62DFOShYATjGQxUHdCDmyHnEd+t+UpzSVMuGsAC10V/o9y2L4TBQtnWARA9PpsmMMXEVsaTLnz9dlniHxLZJypySF2paLFBdyguQTAAdN1PaS0CFyQF9ibc3HXXzJQ2VL8xmXPPO4y/+NB00AA9C9Gdaw6zEVCzmxuehSqawJ5HA9ojFyAakiwJjOszmzPAsRMGxOoXNGgSzZn7wIHw7k5ALkast1f67UKBlzRhLjCRXYXEsuplVeD0mMJeE3yhe4RpBWNWjoxAnGOaiKVJoqo12q2PJQI+TE9GhGBUOgSs4bRQCGZDpJ5NgXcW4uoj/yunmSNw8dV6TDOu+Xi1miY/nnV4SFhR8r51jXxpJvDKzp96g+TFrrm0qpN5RSj2itXwHwwwC+bX5+CsDPm9+/OaqtrirhjUoDjxuzG2dfaIBWMUg42WA3SrmOiMIl057LX4cmZwIXFNLMmRhisBqeqABg8GL6hGcQ5+CGgzVXFJb8mzMWALBRrmMzrGVKuFCfKQqFg8VqqQIkaWmKBgM60vS4EHXw8OGuXbhkaRoCSbxuXicIsWX8XKbYfdE9X51q4qAAO3BSetRTadmah6JOxkzherl8CxyZXBbNmB5iUOz2KXKAVybpItMPWhyaOsk4DOcVepQsg28CpF0ymczKOsHGiAmXty3vlRJUbicxWg5fnaZOmVJgoOc0lgQgJTvF3z3SP2leJx3iZmLOMMms4pEKcLNc9/rWcTnJuShUAT5QrgPGN0kuBDz0ncbVBRr4364dvmtHS39LBitPj6g9Hwgh3cpLFOpqD/D7UwLZsiN5pidXP+UCx/u0pQelfVbEuzSnBsV1y0ZvDvs9LKiBaZdC12izCMAAptEmuZPUozNK4UlWC64IoPA9O9977vtcgg36f9QzPwpDlLeByBOXDvh887j/X5F2XP2Sn/PIQGBQBki+pxywrpYqXtNu0Si5vwLg8yaa4FUA/xmAAMC/Ukr9eQDfBfDjoxqJVRrdRSLBkqXj2MIvGR8OGkikA7c0lUnHa5e/Exf+vXyAHNzsJbFldqTvkmS3uHBFm1XZXTiZ4gjQuHyr6D44cCnr1JxHx7iYNG7WkwsUP1Y6wB8EIaaSbEZ2uu5mWEOv2K4OOAE96ptyNbOOBcxnj3btuFo6sf5LXP+sM7nYlcjJiCLa8l5u/r88TtLxXA+sz9sIkdQz/5+yecOxkNMEO8vAsqzwLX1huA8e+fAsscWZv5/8M9JR1/eWLValzLwwQk5uLipV0Iy7Xj2iv+X4AsPlPOT5PmAjz/ddV57LQUjegufrY5649JU//5UgHHJW5ouOfN9cpifJ8JJOulgSuzFRgTWPSwDrkk4QjlPX8kT0qAaVyQ/kApR57B0JjYXLrDfKATwvki3vmj6Rm7qjmuDywNKo92NUO7I93/eu6xS5n2OlFdBavwzgg46vfrjI+SSHQQnr1bN2gbf+Io6dFS0eMuRdhr5LoOISOWETa0M108hOzv2g6NhZLcL7kXUmJ/BBRVYXo/1M1nDXIg5kKdgFU6R1rTqNV6vTWIg6mDbsUhJ3LeiSIbxAOkmsmXPqSYx1Y04j/y4CXTZHUL+HGbOQkXlOAj0Co/ScKNcTH19iEjbK9cKA6ST06DAYsJSuCZR2vHyRu2x0iKLALKPAJmGKBPP5edBkRu37Xni+2FB/+Hf8GN72Rrlu9W/emFpvJHEmoaVvV9fSqTnnA4aZ3CjXUTY+gTeSOOODIxfeJ2CKUpfrWOr3Uj8wA0g3ynV0kZrs9pJsJA21+YQIAuDM8SFSpk6Cca67ZB7eqJzJf/BGTmouIqbyfSzXG4lkcuh5kaMoASTprySZQ99kzvXIBTCovXEipciX7jIrbr6XxNaRWoJAfj6X1VIFq6UKFtmm7UXj0+V7N2B8l+j8pgoyAOcp0yfuJ8f7tNXv2cg5Pka+vDtyk039HSMA5cT06IxSWC1Vcv3/5N+uEkf027W5c+mHBFdcB3jbLsljFrlzPz9GPrM8kYCb9MFlopSmZdqIErvP34EnzfvHgy94Gy4Gn3RFloFxASg+Hr7cguNBz2NKAoWOKg2xPD6UyZ2WXcyQa7cqHbn5d/Q9F14/jR8v/ZFc//PPYhWgHVYzgGucoqJk+uIOsAS46Icn5ORMEB8j/ttVC07+7WOjXEyBq40IqvAkdRLCdaiINMX9cXE5/tFCJxc8lxkt75q+z4roep4DdJ55jgDXloiq9JlStphOkd4Q2+V657aEPvLzJTvmWly5/vB3IwqKP8+TksQwleMIXwCK6INvAR3Hx6SoUJvcRWCM3FaZ++ERadGIvrbEu+LSb9Jpl3nSxapxUOTyJ+Pnyu8mW0kOqJoEqFxGsSajmDIuLqDqcuh3XWOU+PrBN5CuZ1ZUXMysS1xgns7nIvvka0OKnMt9xxQBg0rryamYUuodAPsANid20ZOTeZz22yffp7V+1x2+BoBTHbqLcqpH947cr3r0H5QOAYBS6jbSDOH3o5zqkV+cejRRwAQASqnf01q7qNB7Wk77fe/I/XpP92u/gfu77z65X+/ptN/3jtzP93S/9v1u9nuyPPipnMqpnMqpnMqpnMp9KKeA6VRO5VRO5VRO5VROZYTcDcD02btwzZOQ037fO3K/3tP92m/g/u67T+7Xezrt970j9/M93a99v2v9nrgP06mcyqmcyqmcyqmcyv0mpya5UzmVUzmVUzmVUzmVETIxwKSUekop9YpS6oZS6udGn3F3RCl1QSn1FaXUt5VS31JK/VXz+d9RSn1PKfWy+fmRu91XlyilXldKXTV9/D3zWVMp9VtKqevm9+yodu5VOdWjOy+nOnRvyP2sQ8CpHt0rcj/r0b2mQxMxySmlSgC+A+DjSAsfvgjgT2utv33HLz6mmKKLC1rrl5RSZwH8PoAfRZomf09r/f+6m/0bJUqp1wF8UGu9yT77fwJoaa1/3rzYs1rrv3m3+nhUOdWjycipDt0bcj/rEHCqR/eK3M96dK/p0KQYpicB3NBav6q17gH4FwA+NaFrjyVa6w2t9Uvm79sA/hDAe+5ur44tnwLwOfP355C+LPejnOrR3ZNTHZqw/AeoQ8CpHk1c/gPUo7umQ5MCTO8B8Ab7/03cBw9MKfVeAI8BuGI++stKqT9QSv3Te5hK1gC+pJT6faXUT5vPHtRab5i/bwJ48O507dhyqkeTkVMdusfkPtQh4FSP7jm5D/XontKhU6dvjyilGgD+NYC/prXeBfBPACwBuAxgA8B/c/d6lysf1lo/DuBpAP9npdRH+Jc6tcGehkZOSO5TPTrVoXtI7lMdAk716J6S+1SP7ikdmhRg+h6AC+z/h8xn96QopcpIFevzWutfBwCt9dta677WOgHwPyKlZO850Vp/z/y+BeDfIO3n28aOTfbsW3evh8eSUz2agJzq0L0j96sOAad6dC/J/apH95oOTQowvQhgRSn1PqVUBcCfAvBvJ3TtsUQppQD8CoA/1Fr/Avt8gR32vwfwzUn3bZQopc4Ypz4opc4A+ATSfv5bAD9lDvspAL95d3p4bDnVozsspzp078j9qkPAqR7dS3K/6tG9qEPhJC6itY6VUn8ZwP8XQAnAP9Vaf2sS1z6CfAjAnwFwVSn1svnsbwP400qpy0jpv9cB/MW70bkR8iCAf5O+HwgBPKO1fl4p9SKAf6WU+vMAvos0OuK+k1M9moic6tC9I/erDgGnenQvyf2qR/ecDp1m+j6VUzmVUzmVUzmVUxkhp07fp3Iqp3Iqp3Iqp3IqI+QUMJ3KqZzKqZzKqZzKqYyQU8B0KqdyKqdyKqdyKqcyQk4B06mcyqmcyqmcyqmcygg5BUynciqnciqnciqncioj5FiASd0n1ZpP5d6WUz06lePKqQ6dyknIqR6dSp4cOa3A/VSt+VTuXTnVo1M5rpzq0KmchJzq0amMkuMwTPdNteZTuaflVI9O5bhyqkOnchJyqkenkivHyfTtqta8mndCTSldhUJs/u+Lmnkx+5s6VoVyfs+PiR1tAUCJncu/L0F5j+dt8uuESqEKoAaFfWj7fQigqQLEAPZ1gkPzW96Xa6BLUKgphfepEnZLFVR1H6Wkj1u6j7aD+etDowSFhlIoATijAsxAoa8UEihopRAlMfa1ttfbh0ZXaxyOuF+f+Ma2CoUwzcCKfZ2gq7UaOqiYjKVHZaV0hT0/qRMuGXWPpA+utlz6QJ/7jnfpF+liTSl7bsye8YwKEENjX6f9cD0vl4RIn8UDQQm1IERZJ7itE7R0MqSHdB90TqgUzhgdqCqFKhRKSuGdpI99DHSom9MnOobuj+5b/p83VtTGLvSm1vpdhW48K2PPRRWl9JSZi3zP3tVXLvQ+ys8A91w2rlRZ/0hovGrmeaXX0ugDdk441BptnYy8N94vmlcWVAmHpTLKOkEl6eMt3UfLoUd0Ts3o0IxStm+xCtBXCnESo60ThFCIoXGIVOcP2RjJPkipmTkmHqGD1P/bOkFnQnMRML4e8f6SSD0a9c7kiUvv5LvIP6O1pGZ1KdUnemZtrce+L9KjyMxHoU5y9QhI9Zb0yLanAsQqsHqU3sNg7jz0vGuusTyjUm5olB7RsR2d4MChR3e8NIpS6qcB/DQA1AB8KKxiy9y8awDps6a5Qfrtkjnz3ZZZIFxC58t2+fVaOvFej3+3WqpgJQhxPYkz13s6rKGlEzwXd3P7Ivs0pwI0VYDlIMRqqYIbSYzrSYwbSWzHyHXPy0GIFXMOyXIQYlYFeCbq4Eq/l7nnlk5wPRlWeTFTZk8AAQAASURBVHmvc2IM6BzX/ayWKmiqwN73nRSuQxUA7w5K9rtRYw3k6xCXUTpEx8j/R12Pn7MShE6dpLGUz25Uf+h/0gfSn+tJnHvf1I/lIJ0C5lRgn+mvRh3cMDrO39Ui9yo/b+W863Tf9B58Pup819vhE5Aic9E49+j6TrZTVPfktWlsXH1qsmfla4e/k7Jd1z3weeXpsIbn4i6u9HsoJQpnPDrPz6P+zKkA7680sBnWgIOWbYfO4fPjqH7xz/mxrvGgMfmfoo6znZMUrkd1KPzH5Sm7JhSZjwD3O0ziu9ciuuQbG/4dzUc0b/DfdAyfR1ztuvpOz/9Js06uBCGu9HsZPaLjXP1cCUKrg00V4Pvr81irTuPDezfx5aiDz0edoTlp1BgNvYfKPU78/NVSxbumHQcwFarWrLX+LIDPAsCMCjKwzjVwUuQCNa7I9o/SHp1DwEMqHn+Io4SDJd4+TSp5bdmHb/rB72NLJ5hTQSEFl/fF2ygqvP34eOV1RuoR16EzQoeKyJ3UoSI6zMU1xnmL9SjhkyHp0JbQT1ff6ZgbRo/4xDLOxO8b23Hv5Sj3zuTYcxGJ63n67vE4OnVcoefGF0RgGNgWAUv82OtJDMRdXDeLpWuuk23TfDSnArRUgOW4iwWd4Kts4+dbJIvM/64++zbb/dzWRsrYejQXlLRvjI+p00NSZB5zPaO88eJAlkRu+otsJGW7pDtX+r0hgsHXHvWHdOmHDfhdN/MaXW+cdUpeM2/e9m1QuBwHMNlqzUiV6k8B+Myok4rerJzAXUDjKANHbfOHXUTJOUtDO2K6vlQIn0hmiYQzSkUmEOrHjQKs0ThSZOGWY7Wlk0J0bY6MpUcu82ARRT8uaBqnPam7/LOWTtASz59klA7k7Uq3mF6MmpzkIgikOknsFv1Pv48KpPOE993Ffo4pY89FMfzzRxHQNA5rmcdQyraKvIM3khgtNWC9XX0tIq459UYSD+2u88ASAAuuaF57Lu5mjicW8wWmX0UkD+zJZ0Gbxb3jbd7G1qOu1rmg0CV598Il790ddW7Rdvi7R/PSqHvw9Z/0iNalcTfvLTbX0Hwk9WhcgsJ1HRdo4huPLZ2g69GjIwOmo1ZrHncC9gkf2JNor4i4JrstnaDJrj/nUWDf53dKioCIIt/L9kiI0TqunETV75PeyZ2UHLVfctIqOsEeRSTjRCKfb54+jXOfPsr8ODLpyvHHYaiLfn8UQDYKjI1q17cQjTKXkfBzizAK1EYRnRq14TmJNeC4enQUVnYSLKVkV/KOob+5LkjSwtfWOFaWUcDPtXk8qXn+OON/LB8mrfWzAJ49ThuTEBqgk1LOvAmkxRYavui4UO1RFMBlhuP/+2j3cU1HReSkgOo4eiQdQ/Mm3FHPSR5fRIoC0SLCTaiyb+OCpJMELXdqEr+Ti8O4c1HexDcK2IySo4BKF1jyPZc8E6iL3eTnzDnmoaO8x76+OH3n2GdzBRZLn0wCaNzJNU2CW2LeTrrtvGNGneeyWgDDjN6418k717U2c3Oh/S6HiT4JfSgCLO+40zcXFw3uoqvzBty1E5aSN+HJa44r/EEC2QnoJ8t1NFWApSDEWhJb+y1XQp9CSsnr44p50a7nOIe72vFNokUWiJM2aR1V8kxywPi7Kd7GcUDHOOK7DnfkbxpKOi8AYNTCPEqHigQoAAMdz2NCitLu94IOAfnRlcfdXBz1/FHn+Rhu+s2DSH6yXEdLp2Za0iPZ1qi5Y9TzaqrUUVe2RefJzeKyOdale1KPioyF7EtLJ8754V6Ro4LtOyUu0Mw34aulijX5bukk4wReVHzzkfzbpUdcJNvtM82NY1kZxxRKMlHA5FLmOZVlP4qAprstroe6EoS4HNbQLlVwLaxhPu7iM3EXzxjPfn4//HyXSTHvxaKoFGKyRlHonPXKY6DGXfBOAnyepJyEzhRp4yQXfT6G9B48HdbQVAFmlY0cA+A3d/hk1EInn6O8LzlB8ffSx34V1aFR/ZuEyLlonI2bTwdOAmSNy2C6jlstVVCuncP7khiX+z00ow7+UW8vc8y4rJLrvSedbaoA8AD7PGZC9t3FPkm5E2N/HOlDZywYx+nHuOfmAZCjMOZ0H1sG1K4EIT5daWDPbPqfjbtjsZJ5YEnOA9Jyktffk9CjUeID3hMFTK48G8Bgt+MyVfkm8qPYy11tysVgHKEJY7VUwU+U67g61USkAkQqwEy/h21zTxwwFYlAkPcoj+G7RQJCLn8iqVjj+nsVmZju9V1dURnn2Z8kaOJ6+JPlOjpnHkAHwNs6wVPdHTzHJimf3vh0V25E+Ge0Uyx6HzSRHndzQ8ffCxsi13PkbFrRc0iOsvHgn8m2XJ/7zuUszg9Wp/EL8xexEHXw5P4tPKUTC5iKAu9RTKX9XsxFPimiZ66No29c7jXhoMn1ne8cEtcm5iiMY971Rl2fZCUI8Uu1c3h7qon/srmCS91tfHz3Tazq4RQyR3mPXeu7XNNcItfsvHaPIkU2c/em9hUQ16AedcBcKHfUsfQ3/TSCEJuGYeL9IYC0JUBhkev4FEcuOMdxvvYBLR8TdS9KXr/uhYVZimuRJlPKRrmOzbCGThAiynn+ef/niQt88X4d5xnfq/qRJ0d9jyalV3yOyWOfSIfmVIB2qYKrtVmsl89YXQKyG7CiYMn1Of9N8xrvx6j7Geearvt3nXsvvedzjH07itzN94j6XS1VsFGu40rjQVyrnUPb5Fbi4pqHRs0vvmOlewnXoyJkgK9fR5nT8nRpogyTFG7j3hI36UN7rh3SUV+WUYyLBC3ygfIJ7MtRBx/Zu4myTrBnQnNdvgNSJNtFvyWK5rt5+tsXxdTSiTXb5U0y9ALQC073x32k6Nj7VUa9LL6dimu35zpm1A5v1PU5o/H5qIO/vPsmtnXqL/D3RNI/X3+lNNUgEZ0r5cWoyQzIRqEWuZ7vM8lG3csyTuSnjyEaZ3cv3/uiz9b1P+nilk5w9nAXf+Wdb2Eh6mDpcBdf6O2N5evJ214tVbAchDYlgMsXisucmJfy3gV+3zSfjZqTRwG9YyeoOIbQfZAeFQVyEkjw375r+P7n7RV5z+V39LMRd/F4ZxN//e0/wIXeHnDQwq8a94BR85HrM0pKST6Zo+6T64LUBzknu/RonJQhLimSHf+OC9l7geGblVR40YXuuPRjET8gfqzruC2dAEmMFZPwjWfsBoapZh9IktfIY6Toc+mQ67qGvIctPWySdMkkUzYcVe7lRXjUGMvvryex9Xkj/RkXrI4zHqMAdVP5/d7G6c/9ApqOCg5JjrOxGGUKHHVtDt6v9Hv44EELM/0evuzI/F9Extlo0DPOA90+Vsw1v7g+vx/morstvk1ekTVVrkPXkxjNuItHD1qYj7v4DbP5H3fzxtsv8u7nzRFyQ8PXQDlP+XyDi7xneaL08RJ9jSU1pfQFw15Q5ykZFYGMPGqWy3FtmLwkBImLQSJU7HqQPCzURUeOYsO4kvr8lsZRdqkkkgXjwqNqiFqn44qMNf+8rRPER6/fNJaESukZsasGBveex+gVva+i4mICqV3+bH0RIL7n4/NdO8piWvQei+iXq22+o/OBwqI77ZZOfl9r/cFCHT6mhErp94m5iP7Oy0wsFxb5/VEArm9XzN99vkN39YfmItkX+W6P6mMeayrP8+mFa2wkI06fUf9ccxEJ/05Gack+TXIuAgbzEX+OgL8EDBffhmqUPuWxjFzymB6pGxkHfiF83IvququPfJ4oqksuWWEmZh+J4dMjeodGWU98enRPbPcmndQROBozxYUUIM+um+cfJMFSHi1bVJmKpFzIk+MCiLslc2I8i8hJ3eso5oiOcb28dAzXh6IZ333X8y3ko+Q4G5CjmlDutvjeM9fCPurc40qeCUFe03UMN4W1zMbBpXd5Ihd9amvcBc41NnkbglHzP/cDlf26V2WUD1PReUq+08dle7lINxj+Q+PLiYyjbgb49Yro0qhrcTOdz9RcJBXLUfTnrvowcZF0mdx580mtKAslRbInPpqYf893NHwnBKRFd/mxW0zJiggHS3InflRq3sdK+NA4Vy4fG+Da0fK/9++BiYvGkp6xS4dIThosuZ4H/8yVu4RHWALIlCUZp58ulm3UeeOYW0a1NYp9vNdFzgm0A5XzTB5oOu71ZfsuACd3+XzuoIK5ALBl/ExczHGeNFlb5LPkY/zHXbSpv3wRcy1oeRF8Jw1QT1rkRnk5CAGPZSLvXJ+MmvPlnOc6l+Z/7kdE31HxZCIAeAqBcfoJpO/QnEqL8N7w5AHLu6+ibDkdx5Ol5vXxuGAJuIuAqaUHjnFFRe6kpPnJtTCNmvSkjHL85LbSO8lSuCQP7BWhx0ny0LkLkOaB1PtNiuxuTuo6o8bNt9sadzdXZFLm7fPzfN+5Pv8PRQeAdOK7E3p91LEadbwL+GzpBMvImn98Phr8XvPA4CjdO0kG17ep4ZuA+1Hn5KZyEvdQZL4h8YFVCWqBwb0UZSrH0aXjSNF5+6T16K4yTPQQ5E7G9+AJtdKkcJ0heHrYRVGkbyCpnVE0cUsntjggP4/fl2zXNUnJXZdvpzAue0bnSAX2OVm62vNdf1wQeifF9kWEpeYxAqN2NeOC+LzFxyekYxzkj5rwjrPQyeNd4jvfZaIpAtDvh8WOv4fHWdzkfFJ0oi66iZNtyQWSz0XUru8dznt+WzrBFovMLDomRd4tl7/oKJ0b93ncrQUtb+4d9c7IsbtTIMunR/SbCigDw+Mv++8CaNL8tiUifKWMAj2+NdDFqE9qHbqrgIlYpiLSNGDpb9fO2c9ejruWOjyJiUk+cBkiO8ouWmR3dhQTx3FYkCLKdNSsv3dbikxCUmgi446kJHdzHLgO3YlooHEYKDl2fAPhA6I+puB+AE0k4+zSuUh9KppvbdxN0CgQxq99krv7ccakyHxT5D6OKncrrYB8B+geirzL8hlL0/pxn+OoZ8I36S4/MXn9o2yYfRsKVz+K3EcmYKYgED0Jues+TFs6QZPdmI+dmVMBfiSs4aX6PCIVoKwTXOzuYEun2UfJRuqbuI8q8twt8RD4JJVX92tUX0axI0cJqx01aeaBM668k0Tw44o0RRRhaVZNEramGkRE3TC7q6KT07gTBe8r76+cFEcttkedoKSMOwkTaPJFco3aHd6LIlmUcV0E6Fwe7dsy81lexO+4fZQ7arou/ebzJr3zo6LJRl1Tigu48WPz3ju+GLsCNPIW5Lx+FDn+bgilmTnKxofmpSZ7jkUA6zjg28c0ut7lcSsCyLZOSlxr0bKIPvYxZycpdx0wyZ2rDxhs6dQE9n/s7dkMyIkBSnJXXoQeLvK5a3Iq0sZxcojkAaqjPPy86x5l0b9XReZ88dHFK0GIn600sBSEaJcq+E5vD79kykbwyWGcHbW8hvzepzeTGNeTWGCOQ6vfy5LHMI4yCXHgLRPynRTj7TuOQBoX3wLhArLHeUbHBTm0Qc5b0PLG5l4D5nwBleuOC+D6RD7TcZjmUfNOkWu6nqvv71FyEhs+13lyXucpNnx6Qe/iSenJxGvJ+Xbc9PB8KJHYgFpvDwsqQCcI8S0xSRUdlCIARlKUPtAkgYwETdImTDLq+kVMgUUl7/y86xTd2bzlqRF4J8XVN8kyuY5ZDkIshDVslCrYDGt4wkSnjRt+DRwPHLjeg5MyxbmA2VF2XEcBQ/ebGS5v8zPqvaFq7oulChB1cN24B5zEc5T9cs0jxC4BxRa3IoC96LlHEWr7TlUQaKrgrkTs5ul8EdaSs5TAnWHc8vTcxxgWub5sa1yG/qjzEWdRj6JHrg11kXYmnumbCwcfpDA25wYLs26qNNxxtVRBENawFtawUa7jYncHP6ncSapGyQqj0F27TElBL5vrrwShMy9FU6WV5ulBkpnHda9FJqWjKIHrHPkCSIrft4O9Vxc9im4ChvXHvvyeF4nuq2w+jwzw/olyHZ9nGZGLSJEFhIM20jc5Kcqik/x7btZx7VrH3Z0XEd/CK3XTZ6Kh/0dNvPeKacXVDzKvAcMBKXTO02ENn5hq4oUzD+AXZhbxqZ3X8Yu7b+K/OtwdKlBa5Jqu710bApqHXHMWPZemSv09aQ6SUXR5mzfeNx6N7IpMPqrk6a3sm88klMfc3g0pAkhcZiVKCfEXq9N4qT6Pi90d/K7Roa0C8xFvK8+yQsfxedL3bo5iWqkdn/tMXl/G0SPXvbmu4RKpG0VAKO+rD3hP3CSXxwRRIkjurc8HvqkCu8htmUK3S8HwLbjQI78GLVwUpdRUg2rJeen6V0sVVEsVwJRAkXlRKKMz4M69M+oFz1OEPOUowq7JhdD10rj6Apwc83Gnhd9TXp/LDDR1gtCCmXGuQX+Pu0Oia/EacdTXFdMXl3mR/ue/fXIUf7dRIhk7rkO8Tz4TxEnS4ichku0GstmO51SAG3AzBARcNsMarlVn8KXph3Cxu4PHO5tYiTp4Lue6LqA5jg5JHbnh2BzIuQhsbnMtkr40LfS8feY/n/jY3VHP3xVYUGR+uhdE9meLbZLy3semWVfWqtN44cwDqCfxkA6d9AaWz0PAwGzlIh6Wg9D65NGxro12nnUiDyTlgTz+/VGF3gPf5nlcuSs+THLy5AsHPcwXBLqmG5yPu6gnMebjLmq9PfxXvb1M6RJSTjretfslJV0JQiDuZnIrEZAih7LrSWyVqxGE6JjFjteKo50cL04oF0MfiKPJ7wWzgMrdYhHJ21H4hO7NtfguO0CoLGFDbQDDzOGdlBjDL5n939zzMgMl/Hu61+fjLlaSGJf6PbxcsEgyH0vrmGk+e6Hfy91tkT7xCZTv/kl8NLNv4uELPG/L5+923MnHt0tzAVQfqHMl17wbzBKvawkM3wO9A9cFQ0PHtnSCj/T28GTnHUSb1/Dk/i3Mm40UB1mueYh0gHTCBZ7pOBLpLE39u8HmIX4ezSsyvw4HunTNZbF48vfGxTYUkSLP1LVY+hgJ12ejUhNMUlxMMD1fAM5AAFqH3l9p4NfOvhu/9MCjAIA/29vDipmXfDIOu+bavACDEiPAgEnl4/1kqYL/sjqNF/s9/GrUyfgMyfWbs+P0GV9f+NzkSlDN+zVK8s6j9Vvev2ucjgKa7rrTNwk5A/pYAgIha0mMpk6wkMR4xjh956F33+d5E/pyEOKpsIY1AcSImaDFTk5yfOJyLS4+8HanF7qjiGuip1333eqTlDxQmDeR8OfEmUKfuCZ00gkJVoDsRET9LCI8YpT+l99LHxb+twuI3Es78TnPe32vCgEPXxb2w34Pi7097B60sBB17Hzh2m1z4Rm6yQ3hhmPB4iDGt0C6ohb5mPJ3Vh4nr+Pzt6HrHzXwxCU+PfW175o7gbvPfo9KY+BarOX/kRpYTiIoG9SU1yb9zjCJHhkH6EqJVNaE5wMfvF+A30ri2lwdRXwspk9cm80tPT5gu6uAiYfjAhhiPPjfrsrtxPRw8dF+cmAoMor+B1J0+nRYw3y5jq9NNbHY28PqQQtbBi0TCpfXpUmKL6L2h+2CJMCaM4uta5LlchQU7mOd+Pe839QfeT/8XLrnoyaVu9NCQNb3Um/pQTI1SvQnfTxIRgENuhaQNb+ulir4RZYr7Pm4a31atnRiHYNdBV6JFSM9ck10/FoyWeGo5zFqUTqKuHSFJsXjTNSTEt/ETvdEgIk/r5ZOU5lcN+aT5v4t/DPD9IxKJ0C6Sb5Il1l5JZoLnjTs96crDZR1gmeiTmaO4D6UxG7ya2453oO8CKzn4q7XdyhvnPLEtZjltXEjiW0+HdlnGi+6Z57CweevOCkJc65Nc8QKYwO5bpEeobOJv9Tv4cn9W7h00MJvGB8mV7scLP1kuY6/XGlgWw8sHHwzSONEPm8E/Pl6S9fgmz5+3b/X3RkC4HQPcs2SViG6hhwTn4zL+LiO5XpEbVK/gcFmtqUTWw6G7qdIKpC7Cphck33GeRdZKi8PnbraygMNeQNT1gnqSYyyziaC43/L9lzi2jnx/o/LjNF3JzE55LEPrgWQPr8XxcUYyt06fSbH7yi75iI6FCn3QtUSOjTO7jBvM5A3ubo+P+lnOYrNctHk94o+udgbF7vK32H6n0CrnBeKyJZOsMcWUbmhaZcqKOsEK2TyZcfm6W1LD+eU4vfiYlTpnk6SRRpXuC77QPe9xJiS+HSZnhNfz1wM4ZV+D8tRBx85aOFbJvhkFEvp6oP8nwA/ASYXeMkzjxPwHiWSObpX9EgKjcmouSpP7gpg4kwMkF2A6KaoKCnM7pwzOCQtlXWo8+1o5OBwdEzHELV5PYnRijpoxl18gxUOdAEe3rbLEc6lML6FI48ivFOThFxsXQCDdsJ89yz7czfSCgADSpoL9zmjH5fvgE+KME3kG+I6tqUTPG927NyM4dI513W47wkXH1vDJ2LfpO27j5MWqRu04PGJKm9878YEy8ed94MWLek7RCKd2107bvk9CS1cL/R7+EeiPe7Yv1Guo57E+IBOsGF8Wlp6eANH7fN+uq7L5yqffkmAnzdusm3f8UXmRf5d3maNM01Fr383RPbRWlN0kjHx0przj3p7NgHzKJMVrYPXkxj/rbGUELjhIPNHwhqeKFWwXmlgvt/DivCV49YN13jyPsrrUxvyWGlSvhPPpEi78nufK0NLD0ez57V9T+Rh4p2kF+Yz5XrmOEknFpGix8o+UR+kGXCLfQf4FzGJ2LmCcZqZLyRFkLzs70kzTXKB+P+z9/fRkV3XfSD6O7duFaqLINBdgEjCljqUGpA4ljiiFJGwIy+PHCVebMovUlYiL4ek44ydJ69ZseWsxDN2vF5m6LcyE+eN49i0M070YidORI4cf8l5L2w+ZxQreow9TVoyY0oWpe6WqJbEblJAdQNEVxeqbt37/qi7L3Zt7PNxbxUKaD/81sICUHXv+dxnf5199jmK0NIKECSjKZRu7Ak0OWcheVIkfAyf3MKchmzKkiYcNHDhqNFf2biAg/QahnibDjv2hEMqGHJMuPHG6UjzHGgxRbwe+bnNa3ghTfCdSa/wdkvvpBaITr8lXcggW+3QgOx7WYFEdfveD6E3KRc074mt/q96Sz8Y2HgSny8yhmwxk1X4kCsX0WaW4prlc6ksybZrdATsP7kL2GM2q/CWEL5UlWdJo4LXGVrmoW3JydNjnIGsAnjhRBtbtQbed7ODxWEfm7vbxbs2Fzr/zSfcZX3LsogAibgLr5OisT6QM1Jet2Zpym04SlFAHpILHuKV4NZgqOszlCA0LxdZLnyuDlvgada+/P6HG/PoRjFW85OU55LemIAAxr1sVRaixtClBemy4CSz4e+5sGRGuYCAEc1yyzWEhspY/WWgjYdcZ0fBE8CNNwq+ttHAB3M6au9uj9GRPE0q3+XzYPNUyufo//PDPtDdKP6/kHu7bYqCNHT4ONvCAOgi8/VaA5tZWsTa+Q5ByHptSp/2dxnI9cJ5OnlYZNm1GXu7iY6Ixmn7i8sEOmn5UL5ebR4yG0/T5JT0QvOyaIzouqc3D/tosXhLSUda+cXpPmEIyN9LJsIj9VZBB7Q+OHwGFK+HPz9NPiGdFXKH68grTDaQgF5Lk+LkQIsFg9sEDEGzRui3zbqXA0nbUO18O84X5FxWo+bMVhOmVJZGZFquEq0tvC5elm0MXC7YTbGwtc9nDWkt88/ph06frOeCQXopffNlE3TyGdd7vlOcvC2uLTsfbO/42s9z+vjKKtsemp8qXrxZwrWul0yEjTzn27cBeJAd+HBtX9m8gWWC4bnRZgPnWbzeMh5rabxyA8JGP/xzW6yg/Jt/Xwab2fjpUa1OKneWKU6AvZQqXAjbePmbc8X752sNPDfsjx08kryAv1sWUkFupQl2HAcSuDIq5yo0home3czsssYGzWOulT+JV7x4Jz8MAY8eYcOhZfrWJocCGwHge3PhRkoTsJ+oQuI6fIOsWWZrUYxeYx4PDrpjpxVsC19aci4LX8YK0Om7MsoH9Yu8U+1MF7S+eASpLPH+0AIiBZbqVOfskGBj6ERHhcIdN3FfmqCd58kiUH9cfdDc0pIpyjaQ95CgZSu2jaOcAxc0z5jNcrT1zeUNkvAp9T6lm9fHT9v4+nkQIF7ErXEOEtKbWYor9Rau1lu4Um9hZdDFWn/HKhhs64w8WBpsSvd9cRM7Is+SpD2K1yNDkrwHF8Q7Ggo+5aD/0Pmh/lH7ePiCiy40aM/TCWpZHq3fw1TIO9l4ksqOxUC4NLcwoqNBF3cmPazmsoV7dSiRss1rLmWei3cRDV9meQNt3hTysnJPURk64s/yS3F9/ExTluQOiu2dsnMu+U3HjG+ph8iymccwEcilaLMUvry7jdUoxnwUo56l1nt2tI5KRcGmuMjtJ3r+/LCP9d1tPCkSGnJFiCt3skx6RmsPff9UvlgkAWsWP//OBe65Gvs8s8eASebDx4t7B2ixrtcaWI3i4li1dpT0sCAV2E/1d7AWxehCpwNbjhrA7yL3tYMYhpYOg5dh2/7Q5kn271yy/+4yardPOGtBkHw92BizTVF0CVWbYhXiQTlIUL3Sg8z7ejFNcE/vOpaTHgYmwuKwXwTvaooz/4xb7hLaGpfP0Qk61xjJRJm8LbxPGsgQcmULt/EiWwwXH1Pqj0xoKLeOeZ025crlGT8KaU5onHh4BcfFNMGZ3W0sDvuFA2CNKRb8XYKcD7mNZDuAxNujlWfzgskj+bZnZb9pPrVEyBod8XZoNEK4KAxNfp0ZACsd0TuuNaA5NUJiK2eqMMXY3ygt3mczS/HRQRdtExX7vvwUm40JAWHbKAQbIyMi4ESpER795oqMFlSs1fEE83ZwIeUSeDYNXVopklBozGxMh28X+Mbu/loDV+otPGwiPBeQIXvakLXZFnMnH2NufXPas21tSgEQul3F55kHYvq8D5oVLsHbxGlPxgpwz6MmaOW6kbQmx2RMyclSNYGjpnDLvvG+y7LbRo9FmRU0Txj/fDNL8fHdbawNukXOJFIGpKLq8jr6oPEJW44w2X65/n11cAGtgWhoNYqteeJIwNl4cSfbM3LXWawnBT1zbxSVI9uo0RM9e5jKkQ2aEc3p6Iv9Hdw/7OPFPE8beZTo+xBlid9AoT0r6w7dDpcOjBD61RQXqXCRgc3pSJbNM6LLNcU909xzz/Mi2mQbd4r4+HAoTXkVJmPMGwD8awB3AsgAfCTLsp83xrQB/BqAuwG8BOB7siy75qzMmDGPkEYU9B1ZP08lveL+JHpOQttD589qSojmmpSKkPxtIyKbVSRhswi4osStbt7GttkL8uV1yLF0JQor48rULMi2iXApTXA66WGr1sAb4ybWh33vZaPA9OhojgVZ+iAtnjXmctZia0Joy4axhZ7px75tdXDYrD/X8/xv2714VMaqsNL43yHKoaQhzXPHn9M8VuT6Jwb4eB6U71O+p8mL5IldzQKmvp1LejhvItVYsynWmiJho1ubskReaE1xstFRKP9xCRr6TYrORSbUqb3UP77VaKMfzYCwtd+26yDpiNMh8UVbULzENOlIaz+1i0Bj/dFBF08lPTyaJhjk33Glib+nGS30vW3OJLhixYPEy8goWV6IYcf/5warpCP+Dh08QLr/smgCN/wl/9LaFbLFVlY+hniYEgB/N8uyzxhjbgfwaWPMfwDwNwB8IsuynzbG/ASAnwDw466CeGU+wuaTS7l1XHB5nFxCz6Wdhwy4VjZX/IgBuNyn9L/mHeIEQWOgWYaufvB2ahq31v62GVeYxtzewz5acXN0Ai2KMWctaQxToSPyUkrGYVMSNAYtFxhXnFxKMVlsBBt92JQlGzRaCGH8vrbavvNtEUkvnC2OINTK50KOC4L7a43R5ccBCneOqfEiDp8HR8ZxPMSyc3PwsbUpS5pHzwbt6LcLNkXDRdu276kvPCZH86rJ7TCtnTKsQYYu2Lx8sk22/nEPxX8Mo6UDoSOCNgadbOShJV5DCSWpD8B4jKQW01MGfF6qeHBdvI23OQRt447t4jKm45CVnJ9zOtIUHZdyZ1NG+fe23IJehSnLsisAruR/v2aM+TyAbwbwfgDvyR/7VQCfhIe4elnmnDzufnNp0bQtdP+gi3aeGVUTjlLoUx3Se8PrJiKmYGrSaglSiITsI/NnbP2TFva+rcphH4/lqRVsDEYKfmIm9E5HEJckNM07oXnb2ibC2f4OlqMYHRPhtoDFMy06SqBn5/ZZP8B+hkTjc1HMMYHHDEgvpSYgiGk/kB8tJs+bTyGyCSxZvvxOfk/MUVtj9L/0BhLTcTFUfp2ATZjR95pHiT97MU2wmlvV17IUc9hz2/8COzWkYZq8qGmM9Z44G2yeFDkO2ranDClYxXisG3+XeBDFwIUYObxdS8Z/x5jPADuX9MYulZZ0tpmleNaMx0zKE6GyXzwNSzvTvQgar6T28t+c1t7VPIkr9Rb+Qpbin3dsUYl7mCYd3WaifV4iFygQW/bT5zGhcea5nGwGDd/CknGULrmqGZL0W1Og5K6Pdl0YJX628Rh57RB/1yZjabuYxiokLIQ7XGwyjhTvDzbm8a07V9VySsUwGWPuBvAOAOcB3JkTHgBcxci96cS0ol26UYytWgOLw/5YHiNN4GhwWTT8tIeE1PqlF8lVNxfW/LfGhG2MzrVvrVkpEvwzyeiozzZhTP8Tw19LE6zmZZYNhJuUjqpAGy8SKjJj/CTg1mEZLwy1se1hUvQd4I7zsFm5ts80mtc+sylC3LBYMnpMlqZsng5QdDVMSkM+mnXNnSZY+OEI6fl0rUVt/OmdTXFXoOadctEs94pKAc3bIL+3GUn8M/k3tUWODf1va+c+az8dz1Ytv+dtpbJJHgBAUpKWpkFHVeiXFALeT+kxkSjoQhkfachwunMdbAH0MeXPaDSklWPrp4+OgPEAb2lE8LJcdfGdEam823QDafCuRTEuN+axa2pqHcGyzhgzD+A3AfztLMu2jdlzWWVZlhlj1AQYxpgPAfgQALRgvNq4TfvjluD96eiet4EZufU3s3Tf1QayPNJ25ffaoPoWgEshsj1ns5TolFmIwLYJN01IEqHyGAOyOtZrDaywbYWP726PjU3IAmibCHO1BpZNhGYJhlGFjiQNkevW1l6fsgiMvBrL9RbuH/bx3LCPp/JrCXz9BuxCipgdFxCaAOUniGxrIUTxtSlLLrie0ZRKrd9LZhRPx4MwKQ6Jl2VjjtTnx/NTjI/UWzhTIi/KNHjRKZjC06W1Uf4vY/qofw/GTWzETdw37GMnTfDEoKvGEfL4Gm1cJK8gT9PFPNGgfO4BlltMChgtGN12eqn4P9O9tjbQd5oRZ5t77UTteq1RXHjejWL8l5sd68WzAPbxqU6WYtC7jncmPVyptxCXMFCmQUc0T66M2zZwXgqgKMelqHOvtVQOOH3JO+RkmdxLA4zmxmY0ETQlna8JzaupKd9av/hF4rb+03zLPGgk/9drDfxA7m3sdDfGLiPWZLts01oU4631Fn558TQ2X7sCDUFcyhhTx4iwnsiy7Lfyj18xxqxkWXbFGLMC4FXt3SzLPgLgIwBwZ1TLuAVeRovUPqfEhGVcoj4moDFKAtVPQav81vAyHgqbF8JmYdi8Sb7+8Oclc+7m6RrKvCfhe1+iKh1pNERtq2LdEYh+aD46yrjKMfB5AjUaknPMmYx2OqZMn2zWuxyfMow8FKsON3cISNB3shSnAt+fFi/6r2r1bC2KcZExeZsCI9vMMTBR4d1omQirysWp9J5UQAE7D+S/NQ8RCQi+bRfSXg02fqKtMR9vqlL3mSjGldxLVCXe9EKaoD3sYzGKUcvCEldOi47WavWMDFGbciKheR3XohhnciUGQJG2haPMXGqHBLhsIaWK6rOFJUj4PJryWU5DNp5K8PWvI8qTdZNc24ibeHO0d59oyHwQ6CqimuWdkFNyBsAvA/h8lmU/y776dwC+H8BP579/x1cWnXDS3IgccqJ5h8gqolTv3SjGGWVCgP2nJkiD16L16X867k/1SqGwZCL8QPMkBibCF/s7uJAm+ywibpHL7QluPdLJBc5EtX6UdVFy6+Ns3CwsE1rQa2mCt6YJWnkciayXl2sj9HNJD6v5OO4ELORp0dFc7hlwWSwapMICjGhoYCKsxE2s5kKHx+sA+7e9fKdIOllaXBitbeE+UGuMBXx+uHd9Xz9cCrL2uStexect9IGvgc3cupdxLZqSSJ9rTIsHpBbxFQEGzzR5URzF+K4TbeBmZ3TRbm7h2tYUxZ7wZ9aiuGDQV+otDEyE7wCA/o7qQeTW8UVhJVMdnAfxo/uyTR9szONyYx4fNqNTfJ1B1+plkqDtQ+4xHItls8yFyyjUlE3NUOOQygUZYC5exMui/88lPZxLelhPeuhmQ2u/CdOkIwBF3MvlYV9dzxyk7HIP32o0SpT8zNwCulGMxET4rhuvYj2XL9wolycO+drjyUt5GzQ+IT17WvoIX444uY0nPbC0vaop3DZDLlRpojLk8918TZ7Kafoie89WD5X3VH7B9SPf+BP8UnJTrT/Ew/RuAN8H4AVjzPP5Zz+JEVH9W2PMDwL4CoDvCShr36kLF2gC+BHk07UGtvJBoQXWShMgH8hTZs970hFZuuW2nU3Z4L/pWf48CVoeYGsLUKP3eRvWoljN4usiFltgpCQ8zQLk7SemvTrsYxe6sOPBfFKZ0/o1DLPqpkJHicgWL9tiA9ERzQH1ZWD29vH5c8V8iq0UfleU5imVCrK2ULngDGm7pFXycNL82AKX26Jvsj6bcm4DH5cLaVIozLw+yYhcGa47rKxAD9XUeFGUZYXRxeect0OOG4372biJthltSW9Fo6ubtmqNMY/3mSjGwERYTcczJlP52j10UrDIoGw+jjtpguWkhy+WOElH/aS/H8r7Qe9vOgLgJV3LLWefUi+VPm6A8FQlFxyKBv9tOyk8S15EaOfzTn9TW+Tf/KDJEjNE5qMYPYwUxiSXX90oxulaA2eiGNeEYiSNuLYZHSIo2iPWoLa1S4HjZ4Z91Gn+A2iIwD3lH27MAxjPMs8NVN5mm8y3yRgNVE6RUZwd+qIEs5c8BpiWKJPaeX7Yx7ZlHEJOyT0DWG80fK/vfQ1ahl8puDmzX41ivDHXvl/MjyKTUlTPB6mTpYUytRE30UoTXOhdL8p8tN7CmxvzWM2tEQl6juc6IoWIQJlQf2p3G0u5ZecjMk4I5PGJ4iY+0zyJ5aSH1WEfsJxikNa5rMcWhC7HU/MEcCtZtpMEAvWZnyDkCqKMHXNhmnTUyVKrIHZ5WrjSTdem8G058vycyj/bYd5D+v5s3CxOdgAYs/p4PZxx8C0TsuQ05mIDF0pLJsKjecwP3bN4IbdqAfuJGf69xtRdgk9T+uj0Cz/SLdu8GsV4KG5iM9ufZJOXFZLHC5guDfWzIT7V3yn6Rtm7bR6Rdj7up/MTuq+w8V8c9gt6IkF3Kb83rJ6lWBz2sZTPEfcucAEI7HmdSKDeX2vgUr7dxD3jAPDY7jbaedzYBYV/uLw7xV2ZrWV0oxivT3q4L+eLUtATj+HeLgBjucZChBzRIVd4lkyEZwUd2RR4+v50rYHnc74rDabNLEUv4C65adJRE+NKoTx1y+MVqQ8Pxs2xrdyNnN8sJ70igH0jl0OkiC8O+3h9mqC9u13wDV5H24yHiFB7yDhfF8b9s8M+nh32C2+mfFcD91QRDa3XGvji/F0AgIdvvIrnlLx83CO1z1saGErDQfU/Wm8VfIj4yIXuhpP2O1mK9VoDPzS3UGTS5/wcGHksKytM00SCTPWOSO8JdYqCsK7UW/iNhdcDwIj5JD2sDLpYzG9hvpK70gDgTF5+nS0oSQRc2+dWLn3HLTapZBBDuYiwxFiyj+eHfawDOLO7jVaa4Jwn/sBFwK76iaGo24+ir5zhSrcqVwjP5/EZsl2zzPVNDneb8miLOVuvNXDniTa6UYwXohjLOQ2Rl/LJfNG081wpxPg42mYUb0G0QsJPOyIsaYdAimYZSIFEylabMUEbnWgKlMsLqn3eYW3mz9E2Fd8C0E6D2owK7flZIYHeZ81jS0rwoLWMZ+otfKF5shBq93Y38e4br2A56RU0dSn3/pDXoZUm+D1GM6tRjChu4sywj0u5skDgSsolNrdy3OkS0ZCTswTuWb2QJvjAoIuBidBKE1xmnlRtXLQYF0n7HLYyLmKcx/LvNAOP6tG8pMSL+Rjtqq05ONzIsoKnc36hnfIjBePF5slCMbopjP+FYR9v6V3H6f5OId9ojlppgk/kiuZZJReYvGqF/qadjH00xBDqWZLKx/lhH2/P04E8N+yr3m7NMcIVcPm99rks72JuzO67h1XQqatfpwTt8OdtMm2mCtMuxhce36IiYfRcLpS/ozGPrVoDn2wt48W5Rfzju96O5aSHb9+5WvxcSXr4WD5ofAGtsUmTC432Nu/LEy+eGfaLOB4OefKAE2IV1yXhHCl3uXXrKkeeBuCaOrVJA2ckEsTkNnPFgJfHFSxJTJ0sxUUxDoTdGd4QToLOJhykV4A8Y29uzON35lfQrdXRNTW8+8Yr+JPuRmGh8/u0pAeAl9fNrX9gT/hx2qMyuGKpzVcI/UgvK9HkuaSHc+w5XyJT3jayeMuc6nHlKrJ951OQQus+KAyzrKifpwSgdpGiRFtX98VN/MLCG3CpuYjfm18ZnYxrLuLSxhfwjpubuPdmBz+V50kDgLU85UnbRPhyLliIXob1Fr7cmMeZ3W0gTTCXexHWBB1pXkjNYKE2EzTFBtjzcJBV/iu510vSqm37n38nPbxaezThagOV7eJtnP9pJ1o3sxS9wKDvaYFizuQFyfSbrzvaXfid1utGcW+N29CNYlyJT4yU7eQm3n/9JQxfexm/m8/5KuM3wIgmHoqb6OXbYBSkXM9SnMpSnAGKLTzufbHRi0tJttERPV8YSt2Nom2afJDjBWBMsZFyjcrnyhNvI/GukBxqkp5I/g1MVBjLGj0lFjqarYcpZ1KcIdEASyLbiJt4sXkSP/bN63jzHW/F31p/H252F/HSS5/Ej37l/4t3dDdwZ65c0Tt8H1ZO9oV0dFv9F7M9D1QrTQorTmMUGjGVEXT092oUF0dqNY+Dtq/rU4ps8D0vCUdjjuSm1YQ+lcGJeJZMipKfckiFkgQVMahfuONt+PDiabzlng/g5s0OXvzq7wMA3v/ay2OWF7fcbXO/K9JAbDImoXkn+buyPBck/XIFvsrpmWkrJ9oa4/WQ258+cyloPsPhILCFzBv7RXT01noLL84t4MmlNbRv/ybcv/JOGBNhOOzjtwdd/Pgr/wUDMx7vR32m7Ura7o3iJl4TW5i7w/0eOv6/tgY5QsfuWSZANcU1JA6zgMOzZaN1KfjoM6IlW/82sxRP5ds8pPDZ2jicofEG7BlwrvQUREdR3MSluQU8fue9WGwtY2Hh9UiSHrrdTbywu4X1G69iI27iDPP8E48mZfdD83dhI27ikyfauGvQxT2966hn6ZiHkHvdNhUaCpVnmtIL7G2nShmllU/t0erj8sflhAj9XHMS8LbR988O+/h4vrVJypKkpyPiYcr2LVQtP8gpE+F87vp+2+vXcffd78Ff/Avvw7VrF3Ci9QUkSQ9XvvwJnNndxsU0KWJT5PaEDPLmuR6uZSmQjV8E6UKoV4m7j0lZ8hGF9ABohOhiKLwc13cuV+UY0bOLgW3l8udn6WHaRbbPSyl/E3MZ1lv4XPMk/uPKO/GmlXfiz/25L+Ib33gYOzuv4HzvOv5OtD+zOTEYqYQB41YV37KTChL/u4pHRWsTL9dWjo2GD0oZcXk1KN6vTHD7LHFDUTy5N5jHGl3JedEdp96EU6fO4I1v/PNI0wQ3bryKP791udh6kzQA7HnUKZv5Rh6/QiDBKNfnJvucKzhVlEub8u87Su5SiG3/h7aF/88FnaZUdbK9OLdzFeo8SOxivwEH7Dea1/ItuK825vFNr/sWLC6exh133Ite7xquXn0e8c5VXO7fwLbI8k7v0w7M79x2B67UW3ixeRL33uzgdH8H9WzceydjCm0XKFcZR6I/ngxT0pFN1miflVWSyrxj2+67kCZ4nMUvarAp3jNVmObypINFHEe6d4LkYu6uJm16q9bAlfgETp68G4uLNczNfROM+Tx6N09hd3cbi3l0P1ckNAa+XmvgrfUWNvIEc8tJr3iXTtKRxnwR7uA32zYXJxCpQXPBGaLQaDFe2rMaXO2T7bSV5VtEkvjbxn7vzkFAZtYt2ssWbTF/tQa+1Lgdd911H+666x04efJfYXf3NG6/fQWfv3YSG3kwpEw/wU+ArNcaeLjewmday4VXcmXQxRWWpkFze5ehHwmb8AiZG41mXIIvtE1VUKbcg2yHhlpOs7Z52sxGcZT31xp4pt7CM/N34Vu/9YexsvK/4e67F3D16ofw+7//19Hv7xQHB+Q2FdHPg3ETv7vwevxWYx7nW6/DPb3rePeNV4rDBvJwCbXLpxj7BIePf/iMRE5PvmdD2ldFOMpnQozbWYIEqFRG6EAM8ZHVKManWst4sr2K9fW/gnb7abRa/xRff/lHcfnyDr5041X8ze2v4k2724WCxbc/336ijWfmFvDvF94AADg9uIGVQRcrg+6+2CGZukJTlkIR6iRw/S/LClHEJ+EHXAn3eZ1c7dUwU4VJgk8iuR/Xa43iiORWPIdm8ySaza8CANK0iV7vOgZ5wPc1tng0RYMI9XJjHlfqLXxpbmEsoK4u6peQQjSU6HyCMxTS+ybrDyEqG7G4iNblOTiKIOEi7zy73UTYiudw++3fhNtvX0Gz+SU0Gi+jXn89NuImtlimapuisZ6fivqj1jIWh33cNeiilQeH8/qlZwqovq3Ky3XBJzjLPjcJJhFkR4nGKJCdBB2dfLs0t4B33v0TeP3rfxZveMOPoN//bezufgCD/OAApRPoMDqQ9HOpcTuemb8LdWR4941XijrJ28P/B/Tg6DKCZBrzbeMXZfjhNCB56lGiGcC+/Ug7DvO5p/L8bXfgA2/6MSwt/TaMSbCz83YMBl2c2d3GvTc7WGZbjzS+67UGvtiYx1cb83ixeRIryU0s39zEwrCPXctdbPz3LOfJhzJ0NAnf8tFIVXqaqcLUNMa7tUTW+gd2rmJx2Mfff/HjuHbtv0a9/rfwyitP4tOf/jnc++oLOLO7jadZ4DLvMGn2p2sNXJpbwG+cehNawwEW08Ho9ErvOv6Ae7eEy9IW9Ej12BbHtKG1hyOkHT6PkvZsyDOEJVP+LrlJUMuTnxI0bwwp3+/d3cZGdwP/x9XnkSS7uP32X8HLLy/jK1/4h/j71y4BNzs4lys+fPuULLzVKMZcrYENE+EN/R2c7u/gnt51PM2OYMuxmlRJKoNQOizj3p7UsrvVQEq2VHaJjtrDPrbzVCY3b74Znc6DeO21/4yXXvoVvPLKC6hvfw3LSW+kRJOSZPYOlZD36T2vvYx3mwh/vXMBp/s7eOVmBx9jwk56c+izkCBo3uYyKCMo5LMhQljyE+3/SbxoR0Fp0vgR5x/0uxvFeLF5Evfcdge+6Zt+CfO3vwNXr3wd/f5pPLP7eXxw0MVCfiqOJzW9P6e9e3rXcWZ3Gw/ceBWt/BTm80kPj+UB51JWhBrEhEmVE1lGCC+y6QI+z08oHVE7yjoWXHQ1cw8TadyuAD8A+Nygi3tMhLnORbxqInzlK38Nnc5zWOlcwLfvXMVz4n4l3snVKMZ8TqTdKEbX1FCPUrSSm1gc9vGbeR4PQNfCbYHYoZAEMwuPjfSUlFF6biXE2G+VaIKjk40CIVcGXbz22suI4yauXv0L+MY3/hgfuP4SHrjx6lj+DaJLvi18ykToAkWur+WkhycHXZy3HJ+lum2YpUJRxd1MmIVH6rBBdETQ1jvREW3F7uy8C1HUw3B4O1599QH8p+5/wt/sXR/zVlM5xHuAEf2c7u8UOZueTnp4YtBVt0o0pSR0HnwKiEuohKCqkuLastHiTA66PQcJ4iNauwYmgjER0rSHYbKF1177Vuzs/FmsDH67ULrr2bjhTvFuadLDVjZ+J+EFEU5ACsiSgw4OEiFKiaZc+nZkXPxIGhll22Rr55EI+qb7f1ejeCwzqRwwvsXxf7vyGTy7/TX8vf4Ozuxu47/buYo39HdGeRzSBGBpCWgC5moNDDAisncO+ziTxzw9nfTwkTxhl4RM4ChRZuBD93S1Olx7rmUgy/HFsch3fWUDe8IhNjOMYTLjFp1N0AHARwddrKcJ/v6Fp3C13sILn/9t/Df91/D+6y9hOenh9y0LjAsyUoyWTIRfTZOxnEMcxChtR6Nn6XGyKes+2OjgINteJUZmGmgaM3b5qMaDSJm+p7+D921dxr//5P+Jen0Bu7uv4fdv/CP831/+NB7ofgPN/g6ezpXogh77O2ibvYMo8koLeaqKhB031mwZ2kM9i64xLcMPtDpDYKPDMtslRx2keD+QB2tLY46uorp/2Mf6zivYeOWP8Vu/9V9gTIQvf/k/4jNbj+EfvvxpvGV3C/fe7OATgy7OJb1ifPgRek0uuLbitPU8icfOxg9sBmsZOgox8Hn7+e9p8g4q64alPTNVmGLhvgT0gaLPLqYJ/kp/B90oxgdyIUcJK0moaURzOrcKP0euyvwmei1PhHZKT7arqgXkwiRbH1pZHAcZXyCVpcOy8EKUAnJt/638NMlbcm9AbdDFc0KASXAa5F7IMgt+mnOs4SDLr+KtKFO26/9ZgbZOgP33mgF7tLE47ON0fwdXNl7EVq2BM7vb+P7edbytdw2n+zv78t2QosTL1fIG2XiMy7sd6iUK2Z6vApswtvHFWfAiXu8sD6AQeLb7tokAEcS/mY2uf7kruYl7b3bwma8/iyxLMbj6PL7/xjfwtt41rAy6eD6XU3yO5W0BrnARIFyZ1jCpUhzybFW+MYuYOU5PNjqaqcK0aAwerbcKpUWmUCeGw12Ozf4O1vO93XqWFicDfpFdS2LLLqptt0nw3CM2V+qkcFmAGpOuatnzE4ghXqqyxC7TNBwG5oDiiDa/H4m7seVRfqKdxWEfi8M+PpF7A54V70pwGgoZKzpeK+dv0rHyeQqmSUO8DNv7kypLREvSeJklahh5lT8wt4BWmuAX82PG/Ig08ZZHetfx7qSHn7j6PADgLb3ro2ssdrfxTH4VBPWFBNqzLCs+h7Ydxevj3qcynkIXDWgIMVy15118hddJv0NSqbi84bbx4+uSboUgxXWWuM2Y4iQtsJc0kqcEIEP9u7obWBl0MXjx4wCAd+9cxen+Du682cG5fJtWgt4t1qMYX23sfJ7IKoqLpFvtOxevkHRRlje6YolDytD6rPWDEoz+k/Q1tZxDOSVH7mcOl5fgfjO6Z4eE3rVM9y7JsvjWiPSM8O9t//vgE6Zy64hPmquuEJe19v1BCp9JYrpmCRnbRONEmV3rgmZCkwHKMS+zZz4tT9Astsg4pl2PtgaPArRM/xynTIQreQA3j2f7dRa07eIlnE8QHZFiL5Ul+lsqU4QytOTyPNks9kk9Ege1RaKtP/7/5pTrrQJ+Sa52iGAxN9DemWfGPrO7jeWkhz8Qd5nR8/y3DfL6r1Djadpe4jKY1IizwdYnTVG0tZ8cDkcihsl1f5OcTPrZzFI8N+zj/vzagWtZOqZ1cwXElSCSE468J8xmJWnt82nTtomgPW7tziRtDEItShtjtYGe1zR/m5VnayN9NksiGmLv6DewNw6aAKA75OiSy1aa7GNqvIwQq4ULHBeTks+7FKyQuSMhS9s9mrFQ1uqqijLbdS7F3ncK9CAR5y733dwrYUtg2zYRLs0t4HJ+pJvyuF3OvZSaskR8y8aD6FABXWBrS2li8x5UFXa8bgBAOn79k48Oy/KnMh4uH7TtN14X1XcYHoBOLqMo2aScT0ri+olBF2vDPt5//SUAo7sC/yD3kmvZpnn5/G/OC9omGru83fW+5EWazLHNCy+D30kIjKfksdV10PyozHcuWgJG3uEbRyFx5W5+rYXG2PlA06SQwJuPYlyut9BKE9QUtyWAfdq8Cy4hS9/7LDubcNKEb9tE1ssreV2TaP1VmJ4NViHnicOYBfhdcjJOgNpDDIUuu6SN33qW4ko2vmUZOm4EKr+KN28SD1En23/6RVPkZ0FDIWVM+sxBI8kzNLdFMK3WNrpF/kxvC4vpwFu2rzzbWtLKkV5qV12utlA53NiwQaMhTTn31W8TwNPyBFHdlHgYmO1F4MDoflTJh2zzL3nWJOuUPCE8X1PIexRvpRmMZeq2wWZUV+V5PuMstIyy5R+Ju+Ru5Pc30STzqyUI1LmzcRNn8mRfr9Qa+NLcApaSHtbzuCfuJQi1UDVvlPxOMgKuzVN9oUKBl8UXNYfPRR7aJxcD4wRja3uIhaKNCTBbJpVkmXrzttb+99ZbhXeJ7lviebfKYpJFz7dhZFmSVgjyswtpsk8xkkrTJB4IrT2yLWXgojs+LpOm8aiCG4KOuBVM9EQxexuDLu5JkyIWru4Y202lPA5eXyjDB1Cc6KMf7dRUSDnA/rvAJL24tnnKtNm3RaKVH1q2jZ5mffnujWzvklvZX8nPadzl+PCfUKOK6tMOK/ggd1ioPjm3tnknj5mNFqQHx8WTfP11rZPQsXLRry3mzXbd16Fm+rZpo2tRjNO1Bjby7ZRuFONEzrCeqxDYpy1gEvibjsnkbXIxihAlJEQwSEYVAt4uEsoaqsQrhBKiTRs/CMiZ1/pFc0tJAymPzh+ypHDAZBaepIkQK4h7plxMwCVUfQrxNMAFs1Z3WS9liBdi1sHf5KmUfdTaQV6B0/0dACgUb2AyJZp+u07qAbrgsRl8vnptsHmCqirg3EiQdWhbkGVh84LN+vJd3h76HWIM8e+l0Su/t0EasCTLfPJRGoy2tSo/157TDDb57jQMOU5LfDxD+ca0eOShKEy2TvJ92a1ao7i+goTe4rCP/2S5qdo2GZJ4tTplgGaIG7nsdQXyex5vpSXQq8Lc6LdtAbiSPZYlqMOMPwkJ8CSFCRjFLrVYcK5voZXxIFZJEleGcbiYkcv9XZU52QSdzWOiva+1X8MkXrBpYDNLi3xwUlEldLgHgWWFr+ql5OVKSzykvfz5MkqTS+BNG7x9vI/rtUZBRy7+6fIqVBm3WYLaFHIym/6eBh2Nza0YTznvpLAuiXXu4xsazWj8JwShBhXnR/Q3GRi2nHhVINf/kQn6BvaUFHINymRtNCCUIRdAkSVXOx0XQqQSrgy78v9Otj+PShVvkKt+WbZU5LR75TQmw1279MO9avJ5/vmki/cw4IpD+2KePPBrmX0rtYyA12Db1tDK5pa1y+oMZTohXi3bdzZvkY952SzmKuN42AJPWqyaxzmUsVN5VbfVQ7zYPk+cS9iFKCAEl2FFn0meodXLE3Fq9CY9Z1p7qwrkwwAJc7nlqUEzSCaBHFef4uOSmSG8LKQNIe/Ltrr4kQxnkOk3NN5EBxzKrgubYjRzD5MU3h1lYKkT5FVqpUlxokAuztBsuLZ28HptVpcrB4QLNherVn5IIkg5+S7i4sLNtQB4vSHMXmv7rAMtOVyKx1NJr7QVXgZyLl1CyfZ9FWbpssBl2bL+kMMRPsYn+2NTomzvaeUeNigQllC2fWUOnXB0hELhUtBC570sbP22eY+1fHVanzmfaptoLNCdK1zaGrAZpNNQLg4KbbN3AvGi0lff3PExAcLpSMpUTstlyyiDUE8gh/wstK38O7mly7cj5TriJ4t5OT6j70hk+qZYFzr9Nldr4HP55YHAeCdW8gDL3WEfVyxWjGQutoHXFrf8zHWtBX/HdlKpzELmZa3mBMPb/iONeTwYN4utyKcdmcplf2xtoYX8gInUsSLGTWOgjdFRYFQUo0Au/ofrLTw56OLx3BPJQcGJ9DxBiyOyMXwfk7NZzCHKrO3/EHBlmM8Z4WzcxHqtUbSJaOdiYOyNRkfcC8z7yrdn6RktTsVmSR6m8tQ2ER6Km3h98yTO9nfw4d71ok9cAMqtc5f3FwhTHLmlLBUVl9Dk/MNVvvad7XM+pzR3m1la0NF6rYFTJsKT7A68TjaeZFP2y7a+uALxQK0xRr/03Nm4CQB4YtDdx4+OqtK0FsX4trkFrA26ozlV+ChPLuxSSMsq3fRbG3OXYVR17bmUIS0pLSUXPRs30TZRMa/Ujk3L3ZxaOzX6olP1RMeUTPZHGvNYMhEezxPThoxrJ7M7AWbKqfiW3CkToStOfnBQoC51ssoRyCrwxeRMEpxqIzJN66YYro24uS/vBeAfB5urdY3doK15DzhTIhy1RIOEthnFuvEM5BKcaYQuGPme75myn1elYY1W6HPtip+13DBZz4WSyw3vgmaAkDKheSpDLMvD9jANkY0pzlt5+hKuhPo8htOEy0NT9rNpCkHiF1HcxJV6a0wJd7VJg1SSaZxJmHI+Z6Ojo8qLgFGbu1GMMxbeuiTWStU6tHHhvEVLmmp73tYeFw25vhvLDyXeWY1irMRNDHM6WmMKjg+2fnC+Q/zubNwseNMaW9PTwIzvkhuBgrXeGsXYAgrNEBgNjLxFnsAFHl9YrqRf9J50wbk8ANr/LnAvk6zD5cWg1Ary8wtpgtNpUpwQ5MJei5mxEQRZyVzzf7jeKk6PfXx3e8x1vJ4fwadypRWkCeZZn24ikLdkPemNLrh0KE22eQmJOSnjYQq1XqouXmll02euU0dz+aEJCM+A1taQdhHjW6818GDcxJODLpDPAS9DegE0j9JhKk21PHElJRp8e86T1muNfUks5ZaKTBxa1rts+4x+Xwwsg3sZQ+hQs8zHnrfQUdtEuFJvoRvFeGPuyeXJPm3l8vdtn5+Nm1hszOO+YR87aYLH+zu4mCb7rs3iyr5LQZz1XXI1Ud8gV5rISNHkmNYXTVG03W9oA6cLHw3Jslzecdt7ZeiIvM+XG/PYqjWwnl9tRp4g28m+UOOLlKWV/KDYer6eH2f0KncW5JrhzpvPDvV8a4fCscglSflMNC3wAsuYSi5Kek9D6CRrn8uBm9SCtHnNXO3aZP3rZCl28pNdLaEMSgWmrHZ+LR93Vy4ZWZdtzA9LWeL18+1c6fXQMAtXvo2GJvUw2crQ6iNFimjIV28Z5SV0LVW1UmcFbt3SmuBeWHmKKBSz6FtZ72ZIeRp/pTklOroolKRJ11PHwovK8uHD9DzxuqkvRFuclnzgXrdZYloeSipLoyP6jOhIu3FBIkRZkt40LtuofE1Zkm0OxUw9TE1j9tLyY0Rc0n3Jb/4GxoP/XEKojJVnQ1mlS9NUJ62rk6V4vL+DJwZdrObXwRAo3smV/FBq/1LpPC+ORnNolxhrhM/rnrXgq8HsiyUhS5VgS+on21w2NURZuGhzGuPnsvTOJT2cH/b3XejpOiQRomjSmF1MEzzBvFYErvT72n5YNASMGB8JNACjGwRMVMQOAsDzueeM+uhqJ48RBFCMjQ8uuvONT2j5NsjyOQ3Qdx8ddHEu6WE1P3EqDZQyXlX6TfTyLOXUy8sGEBxjJ8un5w8zD1MnG10ODwD31xq4v9bAtSzFqbxvT+feFI0XSA9PWWO0Kh2V5Xmu7VhJO7xN55Ienh32sZr0is/H+q3QoKsvvE5ao+eSHto5LfFxdqUNsvFlGx3NVGGqsb87WTp26SUR1ZKJnFlEbQg9/TMpc+YL/yC9FZtZWrg2iRlThnTbggoVUiFtl9txs/DMlIUUumMxAko2WxfImzCNqws02MZ8GjRpg2RKPL7A5u7XlG4NmhUZun15kH0ui80sLYJzgT0+NGDeSs2QcCGUbnxjEOo9nuZYWgWKSIlBz1BuJV8ySjn3PN0A/a31w7WjoD0vt8hmBVprl/IA/lOsbd384uY1tmviMugOAyFrviydSYMewL7tOqKlUDrS6uBKuIbQXIshmKnCNGR/c2/HkolwX773uCo8GJvity1ArW2isQtZQxUDubfsep7vM4cMukuT5bAJLurzKkbK0iP1Fi6ybNVlF5gcSwr+lmXJ52z1kJIySyLidfEFRkoS7WUDo7QCNs+kBBcC2inBMovM5nms4ikIoSGfIsb/prGhzyUDV5kc7GtD20IIsY41y3TWINqgMaDQgDN0JcrcAmAiPLy7jefyy3Zt5QB7XluXZ/Gg+iERMqah9CgVbxJwNPfnh31sWjxq2rpxjQnnRzZadPXn1TEpMzsUdJT0sM68S50sRT2XbacBnBn28bSIz6L3D+pg0zS228u8q8239PoQ7ZCX92zcxIXcay2NOZf84eXTZ1JOT1M5PbQ8TADQVhbTXK2B+5gnRb6jlpOXQVtWk2jCvufKEl8o47K1gQsj2ovlBEH1hNRNmnZoXhBfmwmxmZ1VR/YHX4SyH7RoyiYXPapetGko5r54tLKQXivN/R3y/mGD8xhaW9eyFKcwSpY7EIy4I9aP5FFlaOgoedpCIdcU9xDxz+XfEpx+gL278o7iGgwFjcVmlhbKEjC6vJnH7tjSU2hw8fijgKpGJcdmrmxqOwKhijIw7kEvO16h7Z55pm/Xgurmx+kBYD3POyThGgyKRyjjgZmGRs3bZmtjiNCT78ikkh/N98epLMp34fI8aEpT20RjsWRlmL1kdIcBa5BgPhb35yfD6MTTBWH1a+/z7Lyad7LsvvpBoIzyrT3bNhGeFWuKMhOXhTw+zC1kDUfBo6SB2sVzIdGaOpP09ilMnC74SSS5RVnGqyKfO0rjQ5AWvNy65usq1KvPeRG/7sLlMfN5G2YN6fG+qJzY/VSeA4i8u6tRjFWM+mozZGyKSBkv87Tho03bd5pBK2OTfR5uV/mcF9GuCacjn0Gptc922jJYYTLG1AD8IYCvZ1n23caYNwL4GIAlAJ8G8H1Zljk3+5MsG2swWXRr+R4vj3A/ZfZyKHABpt0fw5mexDStFrl9F/ps2fI1l7g26S4FjX8v4wM4gwL2j1vIqQVuVYZevjsNGpLtpIVCzGgz24sjINrisV88iFcKcZmyIZR2QhlFGUzz3VBa9QkjSf+kdGuJ9sp6WspgKrwIezTM6z8TxYV3gDxN3ShGZCK8vTEPAFgc9nElD6oHxreuXbQQojSGzrvtuarbcyHl+L7XYh5DhBzfmim2thg0RUyjSWD/5dw2TIsXER1xdLJ0LIaJ4iNP52liXmyeRD1L8S1JD+8ddMfoqCNo6aAVIZ9i75J5co47gn+66uPv8Oe5zLJdRi3L4z8k2zivnybKeJh+FMDnASzk//8jAP8ky7KPGWP+GYAfBPBLZRvQNqOYga18oEhhGuSfd6MYp7PRabpLLGjOJ+Rt1w3Q/y7PjHzW9nmVyQjZGuGuf5cw454mcmlyq5/Xxz/jcT5cw6ctTS0/0ZQsuIlpaIhsn8W1xJgtuXe59TqfC/ad/AJVLW+XTZgdhEu8qvdhUnAv0JJCI762aDm5bILLhqNGR7xdbZMnsEwTgDHbYe75vjQ3qm5l0MVpEwH5KdaQrScuGHwWr6+sMpAe4bJbpjYBqvFW7n1yeTm5ssQNGzoxLcdHHsaYEqYizyQdEQYmwqn8bzIsKBnxs7fdAQA4s7uNgYnQvtmZSB5Nc/vJNe98+107NRqiXGn1SFohGgjZrpSKN9ERyQDpBbb1l//fydLJTskZY14P4H0A/mcAf8cYYwD8eQAP54/8KoDH4CEwqY1fzDt1KU2wkhNVK78S5XKudS/GzWKrbnHYx0NZiqeUoDnArR3LWAubMlXGda5B8+qU3bIhYtRyRxBhPFJv4ZUTbSwnPSwO+/jnu9vFlp2sUyqPmhVH79i2VrTxIotoN+Ao7zRpSI7nhTTBerZ3lQUpRORBuI8yp88t4F3MM+AL4uXgi9KV/DEEoVsWvL6Q8myCmIQOMK5An42b+GBjHju5gKMj5Da3OFe2iIYk4+PP2do6icI4LTqS7aE2EK8ZmAin+zvYSUeXfhO2aw38UWsZ997s4Gzv+ijgWfEMSPA5pW2DZ/MEvTZLfVrgvM+1la7le5Nxj1p/zsZNvKt5skjaiJsdPN7fUbfXtL7RzgHfPue8yDUe8ruQtALTpCHiR3zOz8bNwosEjBSjy8M+VnJaaqUJtqI6zt92xyh0YOcqAPuF6rK/REMEHv9TxpAP8Xi6vKYEX0yWzGfGaUeO2wcb87hSb+FyYx4/v3MV33ezY/UUFZ+lSaGUEh0R7XF55htb+YyGUA/TzwH4HwDcnv+/BOB6lmUkdb8G4Jt9hXDvAD+J1clSnGYNrTOB/vbc6vvS3ALuGnTx5t1trEUxzjk6qKWgJ2HKNdqDsuxt6eH5JNksNenhoWPPvKzVKMaw3sJnT7Rx16CLlUEX67kioClCMraCUhZo1pxUKCW0sQu0/X4OU6AhGzazkYdsrtZAmzHaTpbirWaU2fxLcwuj473iolWb8sxBystqFI95H2aBKhnJffTdNqNtzMuNebTSBMtpgvU0KWKcpIItvSO2sm2HNaSxMoFy8HOYAh1xQUdtWMrpZKvWwFatgeWkB+QGHBlyXVPDCyfaqKdDvD8/Ci0Vb94/7tmRsRZl0l5oCBF48nvNeHMZf1LJkh6zthnlrnqmeRLdKMZ2rYG/mPSwlt9/qdUJjN/nyOO/yihLGg6LF9F4LJnRzsjv1lsARrJsZdAFckVpYKJCYbrcmMfKoIs/64kjlMpqwYdY3RfhD9GQ7XX9rz2vKdta26TiLWmG2shB/OjS3AK+0DyJF5sncbq/g9Xdba9xymUkpx+bshQC22x4FSZjzHcDeDXLsk8bY95TqtbR+x8C8CFeGV9sj9ZbqDdP4pm5BVytt/CW3nUsJz2s5UKJshRfatw+uqdndxvrTKngA08xT2fjJjpZOmYtd7L9F4+W3U4IAbeyfYHRfEIlQ10Vz9JipPeWkx7edrODxWF/ZAGbvTgeW0AmlU8L7qKiiYcQlnzGR0TTpCEaUb74yMLtkGcAAJgnqZUm6EYxYjbvNvcx0RAp1/ti5pTtPJtnpyqkIA+1BPn3ZNXZmFXbjLY5vmPQHYsdfKDWwLOMJrQ28e1Oeo6nJ3BZg5yplcVB0BG1aS2KcV/cxH840S7opBvFWDEjDzjSBGd2t7E47KOODG/IA3mB/SfHiAfx8acEovSMFpQq6chn9ZcRjNrlpuQp1MqR3m26vqpIdcLuAbuW7SVsBEYxXq5tFUmLlIOHeHSV2JPQ5yelobyMfXRE/W2b3MuGvftQKbyE6OihrcvoRjHev/UVLA77+F2eGgXjdPThxvzYmiF+JC+s5zxNm9NQGacp1lQeeZTlWId6LWU7AYzFQQKjE4X1mx28ob+DlUHXe/Ktk6UFz+aK5HnhvQ2R+SE0FOJhejeAv2SMeQhAE6M9358HcNIYE+da+esBfF17OcuyjwD4CAA0jRnzl7ZzQvpM3MRmftHsXbUGWmmCO/MBImY+iGoYwIz2fJlQ0CaEPAjnxeRrA+IqqyqkkqJ954NPCF9KE6zkwo4uKS67KLgXJkRZkkRbos6p0VAsaIj2renePbonjy/8a9leSv4WUya1RUiLkxQOGe8kBYnNEzMpbGX5xlyz4mzKYSdLsTvs4wqjg1DQGPH3qipCJTBVOpLjwrf+T+R0MmBz8OZhv1Asl5MeXhHl8/KIeXPDzqUAc+WrzFq2weXFCy2b07rmSeB1LbKxuRToOeO8V6MhKeRkv/hnJTARDQFufsTbxg2RgWGxXXkoCgBc8Kw9Ls+4wiL5g6Rll7I0yRq1eaY0pYnLQfmMjKmjNq/kPHo56RVhOfS8S35zaKkvpgWTBZ5wAoBcI/+x/FTBrwP4TRYk98dZlv1vrvebxmRvYLcIP1Jv4Tsa87g0t1AIvHtyD9PnBl1sZikezGOYulGMVppgd9jHuaQ3duUDnxCy7gCMeU8IXFvlisIEysA+cEZA7dNiAHh9Wn4kqY3LfvBAZwIlztOIlE4QULnncrd5Fdc3X6hfTRP0siwoGdOkNBQbky2a8YRndIEnbZtQTM65/IJHnuuFrDTpFSFIS4UsOc3NHJpgrQrKKNUuZitpyrUWCK5TSXK7mdPPpP3vZOmnsyx7V8iz0+JFwCiZ54cb83jj3AJeONHG6dy6JU/BH/auF/3k60l61fg6Ohs39ykam1mKZ5n3hb6X1jCV6YMmMDUBqv1fFjIdibZmOB0Uni2xbvg7nM/RO2W9S/LZrSxFMiNeBIz40RsZHT1Sb+Fd+ZbSSh4uAYyUp1/v7xTxRtKwsRmuGh1RjA7xP3r+HLsEWxubUJT1Tvm+12jlgfxyYk4zxNMlHdlOoWoHmggHRUeT5GH6cQAfM8b8AwB/BOCXy7xMrljKc0JbSxQUR4N2LUuBYR9fzgmPTkHZoDFuFzOR1t9BwBcUJ58hwuCMiD7n4AGS0sII3TYq61Wb8jhNREPAHuMdYrT1doktFCnIeayJqx+0J84hPZCcic3As1IJHUVRB/bfrSQ/k6jqvp4hJuZFq1GMnokKj+3usI8W9jxMm9lou+jZQEFSMHy2juX32qXj9F0IZjEHmgeBexYLY1Mo3mX4ilSybM9M01OiYGJeBGAsGFt6tLlSCIwbydLwJdDJZ9d1YZoneVpeJBeNl1GUJCTvpGe5THPJMJtHC9jvtfKhzFiVUpiyLPskgE/mf38JwANl3gf2PCPrtQaG9VYRd3Jmdxsbgy7+jfAKPN7fAYCxAEnZQRJmNFAfFXuf0ormzAoizikUNg+UZtnZrHifMCNPByVkfFa0j7dbKoMagwbsSoPWxoNgUNOiIRJy67UG5qMYG2YUS/HR/IoGOaebyhjx8mTfaZw4A5TKK09Ax+uaBCE0VYZe+RoARlYogWiwjHCTAbqyrlkpUtOgI2BvfOajGJ08aLme5fGPuZebxz7axkp+zi+5BjB20IDTJNVPqUEmHT8f/ZSdb+ntfkh47+UWtYsGtFQetqPecqxClIG2iXCjRN+mQUPEHejk45koxuV8R6SepXhSXPXBf0vDVjOOpXNAjsO5/DLbkPEvixBepMHmsODg8baSDoi3P5ufQPWVD1S/FL7sWM38ahQOHhTXyt2MBXEJ16/PI8DBB82m2Pjgsx593/mIjR9759AUHY2xVOlXYQ062m8bM+2dSd38VSAJtpOlOJPT0RfFkWSCTUBofZIKI9/anMYc+GBTWPn2rm0ONaHi6qPNc2QrX66rWx3c80O8aClP00GegDLeWNeYc8Fns655u6qOr23tUl+5cHUpgNRO+b2Me+R1lIHt3ZD1dJTpj+Illxkd2bxnIfxDM2olJJ8I4fMhcLUvZNdEto1DC4fw7fb4FPGOgx7LKFIuxXumClMNZiw+ZGPQRdtEWDERns5PNfEgW9+k2xQl+vt8Hi+gDWSVW5E5Qgaen+KzxcTw02uyHukN0uJobIQh26H9bXvPZ63Ivs/6hnAu6EjJbgv6mYYyM+apYmPCld0QhjYpOH20jf20CheMhM3MLtg6eR98ylgIjbmsftf3hwWiWWrf00kPS8M+3tzfwa/nsSBES4U3OgenrRAPSdtExdbKGBSPksvICx1D2/tkufO1w/vAy9f63MlS/EJ/Z5+3lvNrar/0lvi2djRlsyPKtY3BYRhusv42H9NhH0u72/jn+YXNxLtlMHJZ2HhNW3xuG48q9WpygWiDvO8UK2qrQ+NHtHMkFRlKOBnSDlu/QvrJ11kZZWqmClOMcWEH7C3EiwrzCPEu+RajfNd1BFITFlW8VLYJlQzFB9/EaxY/r4Oe8bnhQwnM9vnLM7whXAo6qQzIoEkeWDgJ+OLyMX/t3VBo78ttD+3kFf9ec0/7rLNp9iEUh61MqYYK81Jy2NooT/u4oNGQNE5CPIi+8XIJTJtA48adfMbHO9oW/hLC43ibXfy+isE6C0h+JD0mZXhrmXUg+RAPlrbNp+aBDmmXrJfelXzJRUMh/aGyXDwpxDALMVyr8pzZKkzG7LMWyO2t7WXSMxxVrHgpQF2QRCKVu5B3XYHaLsWjDKOisiXD5UeZXQwoJJah41l0hwU5h2S12JRj1yILUcoJmrIUwoRCGZVP0HFjIyTHV0id2ryuie1wmxCnz8qU7xrDWSpOxPj4mFL9lHGaYGuXdmLMtt75WNHf3FIvxjf3aoWsM1kv5602xXszP11lax/VzT3grjGQ38lTqQCKGEzblnYVfml75qvep6cPWxiFLSWJfPds3BzL1u3iu5oiv5rHT415mhzrUq5Bm3JuU5ik15q3j/pp4w2higynjVD+wNexjV9p9fHP6e+JL9+dBsjDxN1vXFkC7IKcL8RJLGAqm1/St5mlRYZjW1yRS2jQM7IO+bdNWBDTpEXDt+8kM9L+5iAilYqAdqS3rTynlaeBmG7bjNIKzApc0AHjC0wuUJulYsuNFao0UTmrTNC1M//pTXrPtZBdzMHVPr7VTeNQxrOmCV9gf5Z43g++HkMVJw5ZxqSZr8sgNmZse4raqPVjUu8Jlc3/lmNG+cTaJip4kYQMVZDzwX9LzxevX2578HLkYRnOgzRBLvvIlS15Q4EEzT8/2BIa+M7bwk8bzpIXAftlGjcyQrCZpeo1HiGgMaB1QzyZvE1ER1I2ueZQoyPJR7hhoa0DLi+10JGyPEkqb7b1SLcwaHW4FEQaRwrcd9HRjGOY9jIQb2b7mbrN4pdMm+DToLXy+CIjAqOTMB1FWSJoShMnKl6fFjPieodfhkttkxapNhYdMXYACoLRwBcDd+FqWYB94AT2Hyx3+x0ENC+ljdm4PAM+AR8C6r+rDQRJNy5B54vN07wIbbOXMRnIY/QcFqv8m5dni3vi4y4Fna0sl2CVsRA8t9pBQxN0m5a+SIR4PUKwmY2nr1ivNcZ4kRxDbftP0oC0yG3jrxlvVAYZk2tRjKdYrrYQ2MaubfafCAP2DFcyNlxj6yp7vdbAWhTjN2dIQwDQzPmRb2vWNt6dbP/VOqHGG3//Qppgqd4qBH4708NcXPGKnK+EeLA7WToW2ylTT1AdmvySNMr/12S8LEPyQc5HwNaPphzZQKeuXXQ0U4WpCVMsHH4thwZJeNoEti2Tr3kfCGMCBSMmpVkImtVv88hoLkpbW7X+nY2b+FprGd+Z9PDwoItL+ZaATwnjkNadBD89wesnQtcWtE0IcmVvyUQzJSISdNQ2ycxDmI30ZGgWuwv0DF28KtNaaCAPgu8iSZfVZ3uH5mK91sCZ/Ejz5wZdnM+TvMrnff1yfW9jZmWY07QUjklwW34AxacoaQKl+EwxTkJpifOhVSVXj8072jYRHjBRcXGvVqbmVdLmTWvfahTjobiJN+cJhf9Wfwe1QReP7W6rSVxdsLWP+JTm9Q6ZBw45J7P1L43oiBufvC3ab9taAcaNJUlHIWuT53fi/8s6SCkG9AvIQ4wqn9doKedHj80t4LX8Dk8AOL9ztTCMpPIk/ybIcB3XWFDftIM/IfzIR0ez9TDl2jh1XjtqS39rFoeN0ZbNLcI9Am0T4ZSHgZNicMHBMGyCzqeEAMBcfrkwEVU7P0GwZPYSwtnedZUttXItOaZrm1MDj6HR+nfQqGF8C4jTkG2s5YKwWXtlMFa3uAhT1ikVTPms/JvgU5Tks2eiGBv5FUP35WuM3NQhzMZWvhw/2S7N40X/h1rKs8ZcviVHRlvZ7UDeL74mQr2c9J1Wt3ZwgUCWdJHQMKA+buhoz0qaXY1iXG7M47PNUwCAFRNhPc9X18n2nw719TMEti1CG7S1UUYGTAtERxdyw4QrN6728D7yNaUpTT5w45G3QeNF9D/xIs0LxcuURpHrBJt8di2K0WvM449ay0XW/LO968Udrxod2frnchLwOgllTyRyR4Jr3maqMC3kWufj/R0ng5JBY/ssO+wfiNABovJkCgOX9WSz1Gxt0TwxWn+JYD436OId3Q0sJz1cSXr4L+xIs+yf/N8XpyIDeDlR25QHbbzp8zHCyoXN7DbkgDtMDQ/FTTzOLj8l+BQhyaToM/5dGSFPSpO2l19GAbK1lX7LubYpJpfSBGeSHlppgsviclfNmvO11wXbll1In6TSqMUNHjTqUYxvm1vAxZsdp4Dj9GCLfePtp5ADW+oHDRoNSWOH11lFOVkSa1fjaTwUoJUmWEwH6EYxrtRbWItinGfGroRmrPjoYjNLx7ZPOHi4hK0emSl91jQEAHEUjy7+vtkZS0XBEUoHGr8vw5MuKN52jmI+SrRPmzsbHfHvyNND15rxe/XaDjrS2utrD4B929gESUfcy0eQ4TFrUYy5oxD0PYTBfFS+StJG6e9JEeKxoQG2bVeFos0mQ7MaSejeN+jisthC4WVIpu3zXGlWf6g16lokJMA5sQ9L3Ec4KaLcorPBp9y6EKI0hSrw8h3NmiqrQLmEB7Dnul7N9OBZrV++Ptu8pFJRcLUb0A8dHKb3KYHBFosbnBTaFlMZxZv/tjF5innaFLzARpMabDQnldjX50k8uZALKdNVf6iyLnmcDCDm5ZGQo79nnYk5MRG28rAOaiuw33jzrXWbjPHxIl62NIBtSmfIHPn4mY2XSJCi1EoTnJhCJntbfdq4S96kGaH0P1eWzkQxauYIKEyJGTEp2mrigjfEaiHYPC8yoBywTzwNLFmC9D73yGyyH404KFDbFhRJXhjeJqqLn2g6l/QKNyUAPJAHnnEikDFPFKAmLyImUCD5951oo56l+PjuNi6kCZ5lngeXK5bX9XC9hWvZKLiQriK5nMdQrEUxFmZo2REZVxG4rv6WUTCll45AC087WWI7QSevCKDyx/5WmJhkChfTBI/tbo8JG+5FlO9TwPrZuFnQH1ee+HOPzS1gM6dTUvAJvrgtsjQpIP1CmmA95wFUT9kkstNAPUuxmCe2BdweM+0Z+SxB8zRpz9mUHK6I8utU6DmZ8oDeoQvH6ToJ+Z6NZnmbO9noZNXFNEF70EV752rxjLZ1Q0JmvdYo6IiuJtIs/cfmFgAAT+V0JK+PIVD/uQJJNPTeegs7uSeHaPyVE21sxE1g0IXpXccsEed0xA1auf0t+2cLIdHmxbaFT+W6eBqNo3YSVNIe/R9KR7Iu2UfawXlg2MdDufftuXzeNPqlQyTrtQbO5wk/ZZ9pvolnUntsCqGmJ9CFxR9szBd0RM+t3XYHLjfm8RtxE9csdDRThUnT2WzE4zt14ENZC09TzlwKnbR2tIUi6+B1cWGmnRTkZdjGwBZ7xdtWxEVZFp/NS8A9Y1u1BubTBGtZirlaAxu1Bs5YFspBY5hlxfbmNOvWaKCqUjbtrQFbG+Rx4Ytpop5asSn8mpKoWfB0Gu68Yzwk41wS7aCA97X8KP9qFBfeZo3pHTRqyMYE3TQgvcBVyyi8SR56lPwnpFxN6efgMRxyTbhiRbmxwMvn393PjAO+Bam1hfgSF5LrtQa2ag0sAkXKglMmwhdrDWzGTSzP8LQugStMIbTEFWqbh1pTsFxeYBdsns8QnsLbVrZuXgcpSdo8y7+JT7jomQ5qFVnUc6cEh80BQ3S0ETexOOxjFSgOc3WjGDejGAMTITsKW3JJmuAPe9fHBs/HKLUkevx/zQVXZf+Xa96hDM/WJttzwB6B2GKmyPI6z4hAKm7kDeBeKS2+YjNL8eXd7aI+HhvG65WaOB31fbjewsBE6GKkeJ2uNfCZE218aW4B7+huYGXQxR/sbk9V6PhwJRuOXbDrciFLunB5HjXvilaeTdDwMvmBBd/YyPaEjKXm/tfK6zj6QmtQ2/uX/2snaWxt5fS4GsX4cGN+bB46WYr7c8F3JRegm/mJvlniaprgp/K1QW0D9Lxp8oCDbKs2DnJbqcwaIe+JtMRdfIlfcxIivDVFidop6Yn3QSrZ5PUqrihShD0w8qhv5N6LtbytRHuct/H1RfxqvdbAu5on8VouzOpZijYbm3qW4kSaYGXQRSOd3a0DAPBymuDHbnYA7OfzUkbx3HU2ZUn+z+nI9ZyGIm6WhTBwz6Wcc1JCgP10pPFLG/g7vpQJmrwtPKsK/T9Qa2B9/i7UsxQP9nfwNDuMoMlSaucDuaL09hNtbNUauBQ3cbq/g9vZ1TXf1t/B4rCPlUEXP2tRvmeqMO0y7wCh7Ak3DTZBV0UjB0bEQpMmrXj+twyec0G2r+yCke2zvSvLKbPdQYKBclHQyQbah95JEywO+1gc9tFKE9RzQk0wuximnkJDHGWUnjLvVYVri2+SsmSZZfvkaotsMz99A/jXLHml1qIYp2sN1LNRQDox4UtpgtOsDttJnYPELmA9aeaDr/+al7EqL6L6Quvm9YWgbdyecfpcU5r493IONQOOeAav22a4UBlERxtxs4iFaaUJnmdGyXIea5UmPdyYIS8CRvyIr0EfXUiPio9/A3ZFuSxNuU64yf9dhuEk8PEkmyeKYzFXwq6J52xjT0oil2lER/zu0TTpYSVN8DxzREjMVGHaQobzw/5Y0K6tYdyVKF21GnzEZXtHW/x8O2ps8oRXKETrtik8mqdMliG9KJoVbBOi/IesG4odozI0pr6anx7qRjEu1xpYHPbR7O/gU/me9NksxUO967iUJvhcTuCztOkS1nbfCUHqe+gpLM1C1LYxQkBjLoWIFttkc1HL8mQ7Q9ol6YoLPvmeZhxwj6ZWhtbGJTOKqeGu73P9neIUEfWZ6uOXd84KSS7oOqyfgD6WtF75lSI2yPK4guPzUGrQkqNqSpNMr2HzGmpz7DLe5Pv0N8WkyRhP4iFauX+vuzFGI0VQsuKF4B7KYb2FF+otLCc9tHvX8ess5q5tIizl3oDzwz5enrGHCdivKNmMFwD76Mi2lrQyNB7goyPiQ1ye2fiGz4iSdUp5FMoneTm8jE22s8JlMH/nYprgn954tShrKTfw6T0pG3ls1OlaAy9GMVppgntvdvCJQXfskNU5lhrilaOgMCX5aSq++F3QXGw+C0vbs6V3QxGiiVeFzzKvCqngyfZyF6uvL+RRIm/Sp5jbklzvvKzZh+zax9GmAFcRyFJpqjo/ocy0CkLfDW0/9VWuMyn8uBJgq+9imuC+pIfLIoCU6OZi/uyslSUXtO2SKjyEQ/O2+NrgetbnxfCV6as7xBDU+IuMW+N8wtfeJaMYqBgJyPuTHs7sbmNx2McfiEMrnWz8UMSseREZcByhnqMy0MIzyqx9/rfPExaK0J2OkDI0/kTKHj84odETbwcph3wXopPtbQ2e7u+MPJRsK0+23zU2sz6Fua/DvokjC6aM54hbwtJLU+VdV9s02ALWNUKvuiXAy+FWhHZpKCc0LXZJju3usI/lNMFzwz5+L49PoHK07ZNkhmkFhshKj59mjYWOuzytWAYhlvssy7Mpa9wSI2ajrdEy40CBvXQiisfsVR3PaUIKOukJAuwWMz95xBVqDvqcyiIvkTw1F0KHfEuUFE/XFr8PvvEP8YS5rjLh107J05+8vVxZ0mivk6X46KCLjw66aLN4M/69S+AeJlweYdvzvu+5UaydIrO1QcpQl2e+4xjP0O19l8Ivy7jIPOzSOKEAbSS98RxXIkaU13E2bo5d6UNlPTHo4omcjqRzQW4DdrIUQ8vW7swVJomQ6HYN0puieQNo8GXqeleZhItiUmzKhQbt2RAmZftMY9iE1Wg8eZurTKkw0OWjkqlx16Tm5eP9AWZ/HQFBbhEBkwthvmjlSciQ8qt6I3wCyqUsuer0tYeUpWJ7w0SF50dCKhWaoCPm7Muc7WLMs4Y8LMJhG7dQPtXJ0iIOh96xxRVq4+AKQfCNm0ZTocpq2TkhGqK+3p9vk3B+IU/p8pNwtIX7RH4AQFNAqV2271yCbhZwyYZJ+BJ/l7b55fqSRqT8jitPZerV+EcZHhdCRzblbMlEmM/5i+tdTkdrUYz74ubYoRZXMLiNlmyY7ZYc7LFJBJsFZVNYNKWJl89du9pJHB+TsrVD1m8rM8RtKSfPJTSlkkAxDvS9zSsmrUba16VcTqTBX0zHc1PQyQQ+vjJm4TBgq9dlqYUyLTnObRM5b1P3KTmhgk3+PamypnnU+He8j6Q82xirLfUE0dBHB90xuuFrjRgZrU0t5uGw6EjjRWXoxPc9PyW2yr6T41OlfNc7sj8h/StDb9I4pfdJieZJQbWTh7zO1SjGe+stXKm3sM6OoHNvJKAb15MaSNOCTaZNi5aobNqiCpUZoeX7lCCbkhHiiSozR9IZ0M35kk8Zpe/vrzVwud5Cm91Xx8do0q3ImSpMMaAqM8D4XnYZuCZLWs6ax0TW6dpmK3M6jU+OS8DywOCQEzCaQOVlaG5K/u4mI/C1PBeO9CzINnC36VGAnGMObfxsAllTrmz05FJk5GfaszZm4wIXSho0D5urLFv59LeMQdG2b0PK1v4nr4pN8ToMaLyIe8vo/45Yx9pRb0154L/pfSngJK24eFGV2EobDWmKi0zh4qtHU8QoxcA69pQhrvxILxN5AS4P+1gxEZ5xpFuRkKEJhw2Njmz8iJ7h72rfyd/nRTygjYf5Yp1sdOmae5virSnNGkJkJv//iUEX6ywdDslULUSH+vp00sODAP6d4sV10VCo1+xQpaBUmgjaouKfu45ZauVTfA9Z0Vpdtrbw72wL1EZkNsWF103tknW4ytbaRu9KL4E8xSLrHniY9GZAP2aJGksopp2mAHQBXLX9kj40OqH/y57QnMZzfN7LWLkuxY330UXHZejCx7RnDbIU22J+Q+dQG2vZH42PuQzDJQt9SWiKTchc+HiSpPEQwSeFLfdSc95ri5+h/88P+9hV8lvJ8uV9adRu+l2zJBycJeTYleE92vxL/uwz8pbMfnkgjUx+StGlLGiyTqMhqfjzOm1eXNu4kMw6P+zjqTw8hNpqiw+mz84P+3g64NQtr1vyThcdHWoMkzboWkfbbOLXa42RtSqCJ4H9MScuJu0L2KZnSclajWI8Meha2xfaR26J8gA2lyXi8m6cS3o4P+yPbc3JMdAW4YU0wRODLlaVq1Kkth9i6R4GbMqdBu5VI6v3fH41BrfWtHGi73yMj8f38DEkobEWxcX257Tg81jZPAtyfukiZaKhVXY6haBZdfzUJK9P0pBsixyjWYMHfZM3AAA6Zv+2MwcXBo/kcTo85s9nXEk6ksKKfkvaJrqlq0ge7++MHYkuI/T45/w9LWTBZxwSXa9GceFRIbqhK3DOiTJp/fG5p7glbctb1sf/pnqpbYcZwzSmOMK+NolG1tm2pZYNe0xW5QroumWrk0Me0uDgx+yJjlxJY0P4HkcnS9WDR/IZrR66toQSN5MC/lDcHJtrHrNE7xKIFshLTD8+Z4jkzUc26LsMiGCKzlsIjOBySYYIfWJ8Mr4jFKGEVjUQj/6nPW1KpOnqG2eQmrWm1WMbPyLco0hE0k1Mv4mGpLLEQX3bzNLiCoay0Kyrg1IOqnrPiL65F/FimjgvN9bqtglVm9LkUigOA5LWfbExxGApF5HryphQaAaKZk3T5aChtOQSeCGeyJDy6XfbREUsJLB3hYXWBul1aguFLcQ4IQXSd8DgIEGClXih5j3TQB4ePgcuQ8onI/gY+/g/0e9pLkvZ94Bu3ITC9axvXdn4JNELv71AaxfxMBtP4vTq4s22mZh50Ddgj+fQgonp92oU4+ebJ/E7J+/GPf0dPNzdwC/2d3Chv1M8Q3fQyKOmPB+IDCL0eYf4ZZdyIlzeLJd3y/a97TtpVfHLB/k73MJtG3/MVeji5pYOX+TtfHxmya4orYDmKdS8HMC4ovRovYV2axkf7O/gx252CkuG06Q2rlSXS/m2Kej0nrQiqW2y/Rp8HhtZnmsuiWFKyLVBAabS6+Hyatk8WhwFDYn8KoeJkPpp3D7cmMdyvYVLcwv4gd71MU8PlSXneFX0VfPaPsAu85bPEB+irS6bVyCUnqqC0xcJHRJcY3TCPLN0c8BH80BcLbbHlg7Fxp/lVtNh048t/pR7Ujk/eqDWwF+57Q4Ao6zTa7nH0DZ/tnGQzyyZCI/UW2ibCE/kV0jxdUse4WeHfayyE4k2mVNFUQpR5m06AF3aC4yHlLSzFD/cmMelNMHj/R1cTJN9646/I2WAra30NzkPaK5sitGR2ZKTwkgjloGJsBXVcZeJiktlJWzBghqT4mX7CMP2fihCCT60LK29m1k6ZtXxpF/aaZPQIHbJDGT9h+0GDxUSNC7d/E6qkHJDLDvNOyAhT/yUxbS9Uy6rkQujtSgOyvkS8v1RhvTq8PGRNHYmirERSEcElzJPoHF3eUzIKORCTqMN31wclLdT4pTZC6PgnlsbygroW5nmutF4xm/XmpRGiwtckdXeKcoqcWmwq64y79u8jdRO7boxep7uM+XeTFlGaFuqGhZHajfF1mmyzv/57jZ+4PqXsTvs45+zCzttlrZvL7dtopHHwUTFsWh6l8cLnMtT8VNdB2XVhDA5ziw1F+xb6y1s1Rp4LLdCuZUxSXul547XP+tAS5enRVsI9Juskh++2cHTeexXGUtEa8eSGeWQaZvRZcjahZHEJFxxatOCbS3Iz2UCRY71WqOIc+BHvC8qDMoH6Skma07WXZbxTgvcO2JTkKXydClNcHrYx5ndbWzkcY0+76DrxBR53M7GTZzhCS6ZseM6mFGWJ9meLaNEyXVGNMKFNR0LX4yb+I7cO0bxKVUgt/EgUqAcBuQhFLmtJncHgL3xWsk9bvUsxSc8sVv03rPilJyEVp92kGgSvqfV5Ws3f0drI98lov9lu7tRjHqWjp0K97XXxle48s63U319mnlaAQ3S+6EdiaRgwiu5oPMFB04DfHuLfxb67qxgWxgcIcqYpnjYTu3dCpadFAwkiJ6bgGlLuNy/XHAcNmMnaHTJ55qUhlXYLXgbbR+W0jMJXF5tue7pe2LqpwF8IjB+RvIzXt6mKFcL+Kb28ABn33j7eJDvfZ8AsXlWubfkdLZ36a7tdJusM7T9R2E9cdgUYls/d4d9nDIRrmX2RK/Sixhy+utimhSHF/h4Ei8nhcMWQjAJTdnaXxWch59RHCSkWNm8aPQMnwetD6G0dCgeJpd78YH8ZAUPHuQegsd2t8cm27bopdWlDWwnS/FU0hvlIBIES5fVEjgDDVHWfIQ1CSHJRcTbdiXpoZ3vA3PLrwxk2yVzlxbvLMEtOins2owhaAKO9qn5DdVAdUFP73x00B0LnqY2PJDHbpCXUtY3KxoKYYB8PimOYJPRT9nxcbX9qClVNkHHt7cB4IlBtzhdCsC7fWaD5iHtZCke293ex6Po5NB6rYGVuIlP9XfwxKA7ljk8pA4bjdvmSRoBWnkcGj84l/MioiHyjtD7mqdA1q/VZROObRPh5UNKK+Dy+vFTssCIX1zIY3EIFJs2ieeH6Ijievm48FPmdBIt5MRuiIKkGaZloHmTOMhBQjFwZOzK/vDYP5sDIFTxtCFIYTLGnATwLwC8DUAG4AcAfAHArwG4G8BLAL4ny7JrzsqMcQqnJRONZZ+mbY5peWv4INHfXBunz2l/lAafH5Ol9AJVBUlV+IiK2kGnvzSPBmdSMmajLEhpKnNKblp0pIHTCCkqNIeSKYQulhAXLT3Hf1MdvG6iK/rxxQXN0kMJjJ/ysVmo1HZbTh1bu21WYBVMjRfBf5qouMsKo76eYxd2ataqT5jxv13eFU2xvpAmOJPHAa3XGsXYy2tEfApQSPsmhTRUpIFMfIi2fHmQL8GmkBENTpqaY9p0ZPOekYeZAt+BkSIpDTa+rkK8hz5onlOqh7Z9ETcL41rGA4XyvirtcpUrd5vkmpDrjz/7bIABSmMs73aUz9kU71BZ9/MAns6y7K8aYxoAWgB+EsAnsiz7aWPMTwD4CQA/7iokxrilwxkvacDfNreAK/UWPri7jeeTXmGVSG8PvRcCF3OSWzO0GPlAUmqBH27MYyNuAoAar6KV72qD7T2fNae9U1hxlrHhcRLEpGzWo6zb5nqneYlNsFU3MR1xBqUxlbYZxaWtxE1cyS0oeRJO22aswqA0psRRKP3YoyG6HPKx3W0v069KQxrk9hKvg3tOfWWQx4NO2sgyNPjyo5Xs11R40W3GjOXw4bRBNP5DOS+qZyneOuxjiXkE6J2CbhwxYRpcHgT5Hc/uvBbFeKTeKp4hOiqjEPG0ESGezhBIfmPb7gFQKEs/3JjH00mvMEBtgpC3W16GLQVsiS2TqdIRmIEqDQTiRxtxE/UsRXt3u/B0U5+o788q9+hRX8vIEAlurHWjGG+NYtyXpWjnscDS+AlRvCUdhUIzOEJO4MrPeTJLfkuFqx+kwD6Ue6WoPEm/lU/JGWMWAXwHgL8BAFmW9QH0jTHvB/Ce/LFfBfBJeIiLGscht8g2Bl2cSRM8n8cq8QHQtsg6WbpPw3d5sKhO6UaU7+77Pk3wdNLDepaOuf5kuSEI2SKRf7ue5x4ln5ueFjNP0Geri54nS/BZoVySIAxhUtOmI0Afx07uCVhlAaFcKPB+SsUrxFsgXd2uRb3PLcw8ApMKqdD3bcaC/JyfqAwRvtq6sdErMalJ47imSUND6P3k7ftEfjVDJ0vxtWy/R9nGmEO8hlqcpgS3qp9ldBO6FecTgFVoyLY9Rsoc/96mgJPX/jlxhJxDGjWcF50f9scuiPZ53yUOgo5c8of40VrSwwBi/SjpFHi/bJAKfsiapaD7pUF3TH6SDC3DkzjPLPuebBcvjz9H8sWWioVO1dGWnQ08ZyD9T4l5JT/30VGIrHsjgG8A+JfGmLcD+DSAHwVwZ5ZlV/JnrgK401dQAl2b44PxeL7/KuOXpFtRThj9tnke+GmlEAVHY4xPDLpjbnkJqZCFaMv8e9sCsQVecybiU/yksqQpjPwzep48Ckh6Y8yNHz2vOXtWYCp0RBmaXePJY4p4HzXF2za2GuSC8jEM+TnP5xWiONjKnoZHgJdBDIS30UYXnSwd267mngGbh4BolJfLny0h7A6MF2ljSjFFgB7crx2BBnSlRSpLq1FcXOhsq58+59u6/DnfOgihHx8tSU+ArRx6hnsdbEKMhPdHmWeJf2fjg2tRjPtzOuJClHswA73dU6cjwD6uj7NcgVCe38wNUc6zQjyyWj4zG4iOyLNF4SXaVpysy6V4lzH+NMVbGzvisxTPbKuDrw3OjziWLDxmPvfs8f7TeLriEkMUphjAOwH8SJZl540xP4+Rq7JAlmWZMUZNxmOM+RCADwFA01EJLZTzw74z3kEOcEF02V5MzaZl0dkGU/tOe5dyifhQJV7Dxpi048R8r7uTjSf7silyxKSeEgofVwLGthhYW/iWFn1H99+tRTH+34ObIV2sTEechhryyxw2hZFDun+1Z11Wnc9zEEpDtvJ8XopJLDkXiIlqWzuqR0EofFIZkHQCYF+sDX+2RFtnwosIPmHAeQ//H9jbLpDlUF+lZ0Vbd1J54MoqwcZnbNvWvMxQZUmD1lbiMaHluWKXJF3QeD6neBNWmWcrcEvuwOlI8hQXPyJovIEOH8nvuHfIVp6NJxIN8XZpdMTnwqbYhMKleGsgngTlcIPWT5vxIOulZy6zk/aS5lxtDKGvrwH4WpZl5/P/fwMj4nrFGLOSZdkVY8wKgFe1l7Ms+wiAjwDAoon2EaCmlfuIy8aoXMm6bCjjYeDWtAYbI3K9E9o2LXYI2DtdYQvAlUqhtq1Gz8oLDgncI9IWz69FMebCrLrKdMRp6DYTZT7lKJR+tP8LLxyjLZvyLec7xNukeRwOG1IQ+xRDm+dAYzg0JjxWiNMS93wG4EB5ERC2nSZ5jI1WqK+SLnzbTy4acQlJzdjStopCFG9Xubbn5QlaWz02g1LWqbWBwjT4Z5x+5sJOyU2VjnyePp8RYpsXKcjl9zY6cvEjX122/zWUMeB8Zdo8cC4FnOgoNPaSxmsz238HJn+uk6VWT6VXYcqy7Kox5qvGmLdkWfYFAO8F8Cf5z/cD+On89+/4yqIAOXJFh25LcPhOd9km0VdX2ck/qDIINmYXyshsQsg2fuSpclkCNpdtCJOaFh3FwL7ATx98i99mQWnvagq+7f9J4FK+Qt61QdKRq39SaLmUCRLk0gsr8wYB+2lPxr7YME1e1BS8yNU/3s/Q73k8obZ2+XiUoeWQuqWXz/eO67mQ+ZfQPAKa8acZKvw711rT1uyHG/P4V/nRcxemLdPWa40xb5lvPDXlRPMmkoy0lSnHz3biy6Zga8agpCNbfaEI9Xrx56nNsu82OvLVx2mJ+iwVMarzQprg0XoLv6dcuwKEn5L7EQBP5KcJvgTgvwUQAfi3xpgfBPAVAN/jKySGsV7X4XL1aRaJNlhltsF8lmQIcUw7F5FNoEjGEcK4NaZp81LxsjtZWhy51MrVFliJkykT0xGlppD9mSZCGcM0FaRpwUYb02B2vCwb0wfs82Kj3RIeJmBKvGgOZqwtk9CSzZLnn9u8RUcJLuHp88pK8O9DFTh6NiSIWdbVNhHmag0Mw/MwTYWOmrlMo3ZUpSPb+PgMONtzk4LvPFRVvH3Kkg/y+VA60vQFKUN5HK585v5aA3XLOAfJuizLngfwLuWr94a8T1jMtXFgv1vfxkhlYJt2Mo1buK7yZNnTsKzaZi/QkVvZIe/yMmTMg8/q5G7pVWXBUsAcHZ2Uwbyu8bG5QbnmT3jYREgD0wpMg45ug9lT6AITiNLYhljyZWlIK88nQKSXUCoLZQUGlcNpSJ4OdIGfRuHrwiUIfEoTf872zIU0KWI0eLCwC9PiReQZoPXqcutTP3nguhyTkL7byp1U2HHGHyp4tXYAewlXCTzZpKssTfhwXgTsv7zc1R+bgWxTuqnc0Fstp0lHZ/N8RpTCxAYfHUkFm6/fUI8/lcvfsSkumjdJe9bHS7TyOB2RHKItMJezQgvSrkJHREMu402WQfyuG8VWxXumgRQ1YdWFwLVFBLi35paM23It2xb5js0jRPW7/udl8ODXKi5wDuqzbQFoZfN6icjkD72jeQVnefUuTzgYOn+aZ0y+X4UWqkDzntLnk1hkGv2UhUbHrvKq0GdZpeKgQHRUhob4bx8kQ9aOyU8DMtWKLHtSHqJtE7mg9YuXVbbfcjuFfybbMzARsvCccFMBybSyvKgKPQHldjWqrq1p0SbFuFaVszZaCoVLN9BoiMs2Gx2ZLJuduDPGfAPADQAbM6t0eljGcbtt+DNZlr3ugOsAcExDh4hjOjo6uFXp6E8VDQGAMeY1jDKE34o4piM7VDqaqcIEAMaYP8yyTHOFHmkct/vo4Fbt063abuDWbrsNt2qfjtt9dHAr9+lWbfthtnumW3LHOMYxjnGMYxzjGLcijhWmYxzjGMc4xjGOcQwPDkNh+sgh1DkNHLf76OBW7dOt2m7g1m67Dbdqn47bfXRwK/fpVm37obV75jFMxzjGMY5xjGMc4xi3Go635I5xjGMc4xjHOMYxPJiZwmSMedAY8wVjzEVjzE/43zgcGGPeYIz5PWPMnxhjPmeM+dH888eMMV83xjyf/zx02G3VYIx5yRjzQt7GP8w/axtj/oMx5kL++9Rht7Mqjuno4HFMQ0cDtzINAcd0dFRwK9PRUaOhmWzJGWNqAL4I4C9idPHhcwD+WpZlf3LglZdEfuniSpZlnzHG3A7g0wA+gFGa/J0sy37mMNvngzHmJQDvyrJsg332/wDQybLsp/OFfSrLsh8/rDZWxTEdzQbHNHQ0cCvTEHBMR0cFtzIdHTUampWH6QEAF7Ms+1KWZX0AHwPw/hnVXQpZll3Jsuwz+d+vAfg8gG8+3FZNjPcD+NX871/FaLHcijimo8PDMQ3NGH8KaQg4pqOZ408hHR0aDc1KYfpmAF9l/38Nt8CEGWPuBvAOAOfzj37YGPPHxphfOcKu5AzA7xpjPm2M+VD+2Z1Zll3J/74K4M7DadrEOKaj2eCYho4YbkEaAo7p6MjhFqSjI0VDx0HfFhhj5gH8JoC/nWXZNoBfAnAGwH0ArgD4x4fXOie+PcuydwI4C+BvGWO+g3+ZjfZgj49Gzgi3KB0d09ARwi1KQ8AxHR0p3KJ0dKRoaFYK09cBvIH9//r8syMJY0wdI8J6Isuy3wKALMteybJsmGVZCuD/iZFL9sghy7Kv579fBfDbGLXzlXwfm/azXz28Fk6EYzqaAY5p6OjgVqUh4JiOjhJuVTo6ajQ0K4XpOQBrxpg3GmMaAL4XwL+bUd2lYIwxAH4ZwOezLPtZ9vkKe+wvA/jsrNvmgzHmtjyoD8aY2wB8F0bt/HcAvj9/7PsB/M7htHBiHNPRAeOYho4OblUaAo7p6CjhVqWjo0hD8SwqybIsMcb8MID/D4AagF/Jsuxzs6i7At4N4PsAvGCMeT7/7CcB/DVjzH0Yuf9eAvBDh9E4D+4E8Nuj9YEYwJNZlj1tjHkOwL81xvwggK9gdDrilsMxHc0ExzR0dHCr0hBwTEdHCbcqHR05GjrO9H2MYxzjGMc4xjGO4cFx0PcxjnGMYxzjGMc4hgfHCtMxjnGMYxzjGMc4hgfHCtMxjnGMYxzjGMc4hgfHCtMxjnGMYxzjGMc4hgfHCtMxjnGMYxzjGMc4hgcTKUzmFrmt+RhHG8d0dIxJcUxDx5gGjunoGC5UTitwK93WfIyji2M6OsakOKahY0wDx3R0DB8m8TDdMrc1H+NI45iOjjEpjmnoGNPAMR0dw4lJMn1rtzWvu15oGpPdZiL0sgxDZEgmaGANBsP8zj1bOfRuIspxPV+DAYCxsund20yEGMBtMKgZg93cO7eb9+VGlgb1idc1bwxWTA2DKEY9SzHMhng1S7GVpWp7YwBzMLjNGCyZCAmA3SzDqaiGBAb9bIgbWVa0KWFt1MrSMJePQZKPg2u85mBwExn6WWYCuy5Rio5OGJMtmAg7ol8cw/x3TWmvDa4+yjHzzbGsh9PQHAyaxmAhp6XdbDS+WzntaP0BRn3S+kM09AZTw06tjrl0iLQkDfUwot0lE6FuIgyyFDeyDFvICvohWtDKkn2lfu613b3W52AQA9hGtpFl2escj9pQiRfNweyj8aHjHRs92fqmzZkNZZ4F9sZsyUSoGYMbWYpd7OdBof2JMeJv32QiZFGMuSzFtXSIzSzFDcfdpkTPizDoIcMuRvxxzhgMBW2P2mPn2SFrS+sX9SPOPx/MiBcBQN2YrMFkRgL3mHO45ttWhu2dMs/zZ+cw4iFLOT/aQoZeLj9c5drqIt6yZCIsRDGG2YiGtliZsh38vduMwS6AXpahaUzO40bYyvUGgkbnsr8anbj6RW0ZABgqdHTgV6MYYz4E4EMAcDsMzsZNXEgTdLIUHcbQfWibaN//9L6tHPkOwVXvahTvK5fKWYtirEYx1muN4vvNLMWzwz42sxQXU/9yp7LaJsKSifBArYElE6FtIlxIEzw77KOXJliwtJ2/285/1qIYf2n+LrzYPIn1G69iY9DF4/0dXEwTbLJx1vrNx0h+PyION+9ZjWK8OBx4+z0JOA21YPBnaw1s5m2VY877sKiMYRWa0N51Pa89J2nobNzEkonwVNJDJ0txftgvtSZ4eQ/k9LhkIlwwCc4PMyxgxFBs/aUyOB393YXX48XmSdx7s4PlpIcfu9kJpiF3u/00BADPDvtfcT44ITgdNQDcU6sDwNi4u/oxxPh40t/aO/SZRoMudLJ0jEfYyl+NYiyZCI/UW2ibCE8MuuhkacFbtbbIdsv/ia+1TYSLaYI4AmqZCab1N5iRSPo/b7sDl+YWsJz00EoT/NjNDs4P+0VbtPa51qX2nbbO2ybCVwN48KTgdBQB+KZoTxSXWcMu2rCVIWlQPi/XolYH//4NUYy2iQp+dC7pjcmysnwR2KPNkUzL0AOwixRNhQ90snSsjbtUngEem1vABxvzxXc/0N3ABdYubc3K8ZHf+TDEaMy2LP2eRGEKuq05y7KPAPgIACxFtayMkjQpeF0uweF6h/+/maVAmhSCZlptpDpIONHnss30mRzDC2mClUEXAxNhcdjHH+RE1TYRNi3vTAPUvglZlJeOOA0tmujQ7vKxjX+Zd4mGLqYJOhXpiAtUztwuws+wbYwVAFYGXXSjGIvDPnaE4DkoGpoSSvOipjGZtsZc/QzlIdNCyDxeSJNCONkQOndcAJGS7HtP0lPbRHhu2Mebc2VpR1HgtPb56igzTxOgNB3FxuzjRwe9VlwKZsizsn1lnReyLK1Ozis5Xdmel0oOvXt52K+87iaZA5tiNInCVNzWjBFRfS+Ah10v9LKsUAiAahZ7yPMabFZWiLUjiattInRyz45P4Gltp882sxSbzPLS6rL1o5Ol6OSMcslE+IHuBto3O/vqWCIhjf0LJZQQNQZAXokpoBQd7SLDhVxp5XMlPTkHhTKCh8ZIzm0nS9HOGcHZuIl2luJcYP1a/7hXwedd0D6ncfyxmx20e9fHaJrTqq9dvjXs8nRMaICU5kWEKhY0f1fOse2ZaYME0bPDPlZzL4GvjRLyM593ytZP+flju9tYHXSxFu2JF86HQhDClzV+9rLHm+lBaTqKlbZOirI8JkSptXkVubHO6eRiQDt93nptxyWEH1GfPjro4nxO3/yZsrqC6zmbXLsxbQ/TLG9rlm7qg7Z0bZ4E+Tm5B22MoIwVUKZPstzN3CKsIuhC22f7fFJhMA06simWNiYxK4S0i7YqbHC1OVQ5Cim7k3uq2ibCReytM/I28Hcm9dxqmIROp82LNAucPpfPaagyPvy9suvKJUimNT/yGddYkBdV8smyPK6sMtvJ0rEYl7KoQkdVvevT4EWaTAzl1ZKmNy00XrXNk/AiXgYp8eRND1GaeJm+8SirT0wUw5Rl2VMAnir7nuy0y9PEiUJ+dtBuT9/nXIOehKmWZSS28eJtKCuAfG0I6UdVlKGjGoyXQbjoS/5/0Mq3BummLivobAK9DDgdccEmjZNJ6rDVKzFrGppG/bP0ZIZsWcl3XPB50MtAK6uTpYXSXbYsl0fLp0geNh1xzMKwL1tf1faUncdJaEjydqKlabbP934nsx/eOvCgb44hMpURaItE68SkDHxaREweHWDkal4yo+25wp1p8TzZ6na5uvl7fJuNyndZ/K5tjjIuXXreRpiTWHVlIWlIg69Ph6EkSUivIKchsqwI0/AkSRqi7RJJQ5qyRDTO6dm2Zsu0zabQzhIHrSzZDEBbuWXbQ9vT3EPg4pMkhGztqKLk2OrylV1l7H1K08GHfB8d8LGoytP4upXG0jR2ECRsMs2mNNne5+3nf5ddmz49Q2KmClMoDtKbMQ1IT856rYG2ifBQfgKQnrEJGHq3ikUoGaLNk7SkEKLcWplkMRwFYefCtBa8r59VlXD5DtHQWhSPxZKEBO27mKaNIUm6CBWitni4P00o26+ySmKo0mQTLrI8vr3A173PC6tt6ZRB1bWl1ae15Vamr1m2fRLPkc3DTd9XqSeEnqrwU+2dafKhELo7VIVJCrVpE5nGnKY5wEsmwmoU4x+2lnG5MY9P3v5NeNvNDta3v4aPDrpjXgKtbfy3hGa5Se+DxhxlGTain0SBO0qMzGbh8n5OU6mbxnYYB6WW+ND8XdiIm/jS3AIevdlBZ+vy6CTdlNzsLhpaMhHA0mlIT2bIFs4kSsZh0FPiqNfHj6p402TZNlTlh20zOkDwofm7AACtNMEX+zv4kd71fc/55izUKya9jPQjhbCkJ62MEA/7rYRJ5MxhGiNtE2G91sDPnGijnqV4Mg+8Ppf0gt6vajzI9yi9j4sufPUdxBgeuoeJD5hczKGCrqxVMs2FuBbFuFJv4UtzCzh/2x2oZym+fecqlixEP406qYxC2FUse1oemMN0g0uLfJrjG1LnpCCv0uXGPL7amMcLJ9pYyE/QHYSnVXuX01GosJxWe44Kqm4nHgWQZ2ktinFpbgEDE2E56eG+kjmJqtA959vUjqqKaEi9R9WjXRbT4L0HMRacjlppgvXcaAs5xTtNnuiiI/ksr7uskVEWM1WYuFVncy8TfFsqoUqS1GJD90q1+myfLQ77eNPuNv5a5yLu6V3HL/Z39p1+KjORlPiLnwqQZbRNVMQv2LbfNrO0iIuRWzPcjS/7Y2OKRwEaDWntDnULa311YRKmIOuj8V+LYuyaCEtJD+/euYp7etfxK8K7FErjsuxQL4KmeFO5FO9EdaxFsfdUjcvVf1ShbYHJOTjobQFZfyhWoxhrUYxr+Y0By0kPlxkPqmqJa9a8bJ/NCyA/J68mTzdA77voNYT/HCUeRZiVh6wK/UneSX9TYuYvzS1gKelhuXd9nxwiTMNws5XbCeDNxIc0GWZ7J2Q9u3DoHiYXDnsBuOrnykYrTYqstiv5Vtyki6Rt3CfdXNsCGkPjbvHNbDzmYRqpB/7/DVWVbU1p2sxSfPOwj4GJCloCwo7a2zyyXJGexG1Nio9rLdhoyLddelRRVQAdRr+kkTSfJmilCRaHffwXCx+qKlx9hlSIcq4p9r66Qsf2qNPVrYQ4S1HP9MzxQHUa8sEl1+QzVTDpOjVZNrsTTrEx2aLi7QD8FqlveyL0XelVsWmg3PrvZOmYlk3CSO7b0/uSyMpOEFmLZa6QcXniOLQ4gk1lDGkvu5PtXdthw1aWIql+f1MpEA1RG8vQEL0jUZWGQuaYe2hcNETP0Jy7klGGgGiIaPeiSBngguZpCVWYJA1RG0Jy8XSy9NNZlr3L37vJwekICFfuQjwdLmgKQojSSta/5uXhtETXm9CanYQXUZ18fnlcnW0t+QzNEGieWPrcp5hlM+JFAGDyTN/TlGn0bih8SiunMZ+cIFo6GzexmaU4l1/dNKnBw5OrUnk2RTp0zWnepDJjYXuGoNHRkfYw+XAQFkUIQ+OCDsDYvTuubTRXnWUmUoOPWOg7ng4htNw/zZikf5IR2RZoCA1x5djmAg9pDzCuANoy65eFSxC6PGHSmLiVMQ2PdxXrmNMJjacUcFQ2KUpVvMYuYyLk2RBU9Q4ce8Ing6Y0uWQE3SlncyiUrZPenZQH8XZW9XxN4mU6FIVJDlyVwGVtskM00zLeGgo8k56Bs3FzLF07MSlNYIXURReoPjvs40J+z5iWrEvTqF19ldAUMhsRd/JFE9qPWwGu8asCH71xy5+UIXqGaIg+105UhraPBOp6rYGLaeKkIf5OmbXmet5mvdLa4M/cqtDWSFXGS+MpPSeuuolPSDqhdBQaz+FWfKjni9ejeQL4s65yJDT+WAaunHa87bZLUw8avjUiIRVfWVYoOB1Rpn5bORod0fM8BxwwPt4+T5nWJv6btyXEm+pDiOKl8SRtR6IsDj1KTl4caWNMIZiGBcjLcFn6LpdiFZSZPB8B3+rCqSp8W0ccNm+QrVz5rs+64e/IS5VtbSjT/kkxCePyKU5l6zrKcM3JJP0KESAagy8rvGRZVXjpNOavKl2HbHEdZfpyybNJlSV63jYutvn2eYSBie92VOnNt4Ny0PPIx+qW8jBxcK2XW9pVmVQZT4u0eFyCkWu1rtNpNqHpImi6hHdSIRZi4cj2SVet5kY96pCZz32oYi1pZfhc28D+e7Q4DfHTQryspdxaLAuumE2Csp5am3e3k6WV+jELDGG3VCdx2ZdBGV5mG0vZh0m8qJqH1KbYabztIJV9Hx3dCnzKh2ko4BrkvGhjyXm/nNuq60FLDVDWqJrEgcLL1Xh1lT4dusLEJ8TH7F0enarEZptQjXnIZ7R3QwVWFeZS1erTFFIbbILvqIPGhntyqo7xJALARz984dq24bQj+yEMJST2aZJtERm8brMS5RjeCvRDmNSzMs3+hsylpkgRDZURQhxyfn19KrNOynpVbiXaIWiGeFV+NAm0Om3jeSFN9nmVXLw0hLZ8ska+U3W9VX23Cg5NYRpTfkq652wuzUkHTWMQNgGqCQzJpLR3QzTuECIow5gpIzk978urMeuFXRV8IVfZL+fvuZRxV/1lPieQ5aU9J68psVl9sp2yPB8NlWU07ZyGAACeE28uL+ZRgxxrKTQOs92hSjI30nj+Nh/vsdVp40nT4g/csxoqVG9F8HEvq1SWoTsbf5B/+8pwyYSQNrp4sI0PaN7R0Pa7tvxsOyWyvrLr+9A9TEA5zwyBmJvLbex7P+QzDhlvJVFGGXK96/JuVQE/Vh7ihbiVFKeiLyW3o6SQdHlNysJFW67YgElPpcj3fPNXlinzS6UPw2KeJmoAFo1bOSo79ly5DfX0lS3f9j7VOwkdH0SbNUxj29gmKGsTlzx7VDHWXGWEYBpzOU3+4nrHpfC7+JC2DiflW4euMFXRhglSay3LqEIJlQvXg7CWbZNaRjkj2IjElUwzxBtxVD0EwH5rpozXhE6HSK/JNBUCTQHm3j7AH2Rp86bxNmvvyDZUZWIkjKuWcdQRquho0LZbZVnTWkOuuXfRwVFRbg+CdnjfDuuUnIRvN0I+o/1/UCi7LSrfDTW4Xe9X9b7xd6qu2UnWw0wVphh+xUQOpvyehNzZuLnPMxWiLIV6fbgHS9ZPC0AKO/6dxkRtbbG5CW2LLsRLVeY7XnfVdw8DNkUkdDHxoERtO3Ua7ZFeUJ6OwgW5qEPWTdV2hyJEMSvz3VFGGQHCvYeTrDNf+R3Bb7S2HrRx4ys/VBjdqnQRgjKGm9yysn1vg8sQsilkNoM8hI6mrfRPyq8mbU/Z9XLoZgdnNiEpBpbMKN8Mz4U0jfrlZ9QWylBKPz5PgEaIMiu4zVOgfT7p8c4y2ww+r5b27GFYrq565Rja5rdq+8uMj2veyWPD50Oba1c7QxjPtOZJejL4j6znMGljEkzCfJfE3GqoOh4uuigDH4343nWtqTL406gsuZSPsuVMY25D/peXt/vKrIJp8x7b95PQVJn2HfqWHKEglGwvkZ/UeM/GTfx88yTO33YH/unC6/Ge117Gf9/dwP96s4NzSS/I+pF1up7jDIILv/PD/r59+NUoxmP1Fs4P+0WWVABjWz7cI8U9DdRf+o6Xre33V3VBSsvHpgTKi399BDVLItLq4ko3/bbFctDlkmfjJt5bb+Fyniz0icA7AEM9lPJzGmuiB9vR3kfqLVxME5wf9sfoDhgPkOU0xNMJ0DtVs4X7YFtDmpFAbfZtBdvKniVcAsbXLlviXW3NlW2TFDg07zTPGo3TO/SdvN5EPqtdX8PLCIXGX7T/fX3m72jXwRwlaLFwwH7PhY2e+HNV6cUn1zifl3y9bSKsAt7rr/jzLpqj9ri8VXKOtT74+qh5Mm07NqHl8mdtW7szNQF95yFCtOtuFGMzbuLF5kl8tTGPrVoj2OsTYiX5Jt5Vx2oUjzEzDbbPD9oaP4rMpgpCaAhwe+bWohgP5jS02JjHgxW9lVWtJ5fHYM1BQ64+LZVgElXhU3xsbZCetaPueQptI83XA7XGmCe6Slll4dqWW2KKuc/TYGunRn9l+yH5ZxkeNE2P1mEhtN2T9rWMglC2TB/9SmVe+97Wv8OY1zKGkIaZe5g068PGXPnzwMiS/lR/BwvDPur55wPlOQ4uhNZrDZwf9ovrGoD9k8yvq5Ca8aa45oGeoVNodFEhtX0zG8+1w8sF+5xr/S4Go43JJLBZhJqrlns6pDU664PBNutF3s8mg5SJFs7GTfzOybvx03fdhw9cfwnvee1lPJR7BjWr2mZtc6uNY0nME6cJoj/N87KW0yh5oDpZOnZsfN+8CxoiuC7uLes1CEFIrIMmkCd1pU8TmnUqL0TmaJtRaMDjzZP44vxdON3fwXLSw//Su17wAfm8Bs7v5BYntWtf/fnVN9Q2/jzRz0NxE+eHfXx00AXgTiUij/ZLGtHo2NYXzVsi67O9K8fCV76vzMME99Lxz7RngHFP35KJijkPXa8hnhROX50sLbzYmmOAK9zk8bb1gSDvreR1abLGN8c+uLz9UlZqvKeKwnaoeZg0l5pNo6WOX0wTnB10cU/vOu4adLGobI8RuHZLwogIxfbsWhQXChB9zusnISaZCBFFyLFeaQ2Gjs9BgNcj63R5LQ5C8M4KnSxFPUvRShPU06HzWaILoh05/xwy87uLuWgoeyRcO2EnBZ1GQ9OcO0k/VL6WfNPV1lsNRBdztQau1luo5zQVGhMihaX2nI3p2+5V44KA00bV7dmqCm1VvhWqINxqHiefoUv85dF6a085TnpWOWUrwzduZRRYwpKJnHdShpTvkudHFTapcCin5DTrl66KIG8QXSLKn7uQJtgcdHFh6zIe7W7g/LCPjzPtVwMPEl9szGM9S8dijJC36WzcxFoU4/5aA5fSpLDMuLbPL6TUQJfVAuPCrJ2XQXVxuGKUNO34IGAT/j4Lido2y6O8LoLdzFK0s7TYXtM8PeeHfTze38G/2bqMpaSHlUEXy0kP/yubOw6ijb/dWsbisI+nkx7O5T9UJ9Ult9L4nHdyJdzmTSTaepbRsk0h0mjIppzNgoZclp5UujXl/CgxTzlePq/HlXoLn2ktY2Ai1BntyefJ80O8jfMsqTwRDUnvKbDfayoVZElHrmS6ss+2/6t+Z1P4qghu6SEA9nhUSPzNQUFeseMyQOXYc4P+Z0608Tsn78bpQRf3Dvtob39NjePVxtBGozZFnMM2Fzzzt2aElVGCuMwM8YRNAhvfc9XfZmvNV/+hB33bBDJ5e8htyHExTfBU0iu2LVxl0rbYaprgwaSHj1m0dmJoA0EMrlu76V0uJKlODj5Z67VG0Qd6tiyRzNodzRckD1YmIps1EbkWHRcwxWJRFKcnB128r3cdi8M+nrMwXF5PK01wzUIH5L7+cGNeZeCaZ0qWYbuWQD6jBXuX9WTJvk2DSWnlSSWA/vYJ1qMGm5LRyVKsDLq492YHb9rdxsqgi/+kZEGn/q/mBqHNC0h0xOfXJZhCPJayH1QPhwwbqIoQZcwHn2DlyqSr3llBBn2HGCbSadDOlW0KNalb5o17urkzQVO4bZC054Ptfkou83wyzEbvsjzbO5PAVx9XvnmdtgSoh6IwuSaUvAS2LRD6zS0oWbZkwBQ38tju9tjnXMNfrrcwMBG2ACwzwcjrty1mzoDkREsPxIcb8wCAjw66qhctBD7ishFJCDQLRcYvyWdehqlU1zTA50S2i6x5vlUBjATE4/2dwkskaYzeJ1xME/x6f2fMgudYjWI8FDexNX8XtgCs33h1n9Lk806GKDAP5AcczsZNAMBju9vBySRtnhNbnWVoyPZcJ0sL2iGDZMlEhbHjevegIXPCaf1fi/Tge5rH88M+fujGq1jvXcdVAL8PqPFLwMjDtJofNgDGvdEESpXyYNzEtSzFY7vbxTyECDopxLRniX4oVvMCU7qrCKlQ4VwWWr/5gQgypslopnbcOKJKtxTIkvaeHHTxXd2Nsc84qM8fbsxjM0uLU70af6O1RnPKT2Br5du8WJrcpe8pFrRtIjwx6BbrQWu7hM/bY/MOVYXGyzTFOwSH5mGiQecTyhfuI/UWTjGhR1tkAMbc1Tzo1icU+DP8/06WYnHYL9zq5HHQBCmVazul4kr7z/tKAoNiprS2hUATfNMQQpyBUuCxFp/RyVIMkU1cX1W4+rpeaxSB/rSgQwWPZGik8HCLi4/1Zpbi7TmNXmRBuZrCDcB6Ko+e55D0IZWvSRnLQdAQlUEGUOHiFx4WenbW4GHOvvpXoxir0D16F5gXSJs7oiWumNhCCIivDEyEU6J9Lh4RqgQD7O653FiTdDTNuZCCXH5eFkRLwH4hfxg0FALN+6Mpp+eHfaz3d8b+1yB3PLSxXa81CoWSHzziNGRT3nzrniuy3NjnXsqq/KhMO8qCt3sS7+SheZgoCPtCOu7yo8HvNebxYq2BdyU9vDf3EGmeIY1JSUFiC3ws/k8TPDnojhGCVJakpaNZpxrRyPqI6ZIAWY3iQqDIekJcl9pnnCiqMBLeH8mMpcLRyWZ/So5AAkbebUbt+sDcAgYmwnoeQKnlPpLlaRb5ZpZaPQdU38U0KRgePwVns945DXEa02LdJA1SW2h+uOFhE6iScWvPyD7ZoClqLuOE2sWVxLZlTc4SvrVG/aJtdABFnjj+voxH4uXRb3rmHPYLLN4GbR4kb+DjLeP1AP/l2s/mYQ5SYZJZ6F2Kc8jnkyreGh+jWNdbETYju5Pzl/PD/r74RwKnI03m8ToerrfQZSc8zyn10W+pPEieyr/j7/E2+Piq7IPvO02xmSafoLIkDw6RmYd6Ss6lxJDH50o++aRchUwOV5SAsMse5WDZ9m35M7LNNnBrgG8DARi7w4yEn82aJGJetVjp/GQSZ/IuYcr7pfWH3iUm1RZj2jazDfqm2edjwRVOYHwBb9Ua2GrM41uGfawmvTFvB++3Tcj4vH+SedgUboKNaUgmqNWn3ewun5OeKynACdo2sjwIwY8Wd7I9D51m1fK/2yYa87AVUGJybBb3LOFi5J1sFB5wJorxgbkFtNIE7+tuOE/m0ntaWS4U45Ar3K74Efotg8O5gm5b11rMkuY15wqcS8kDoHr6ZTmk2Mu4VNvz8jsusEkBbYt6D8t4s4H3k7aw1qIYF9JkX4iIa3wBFJ5B3xbqc8M+VvMxkrFOtjbaeGEVOpbyqYriI41X6aUDoPMYpRwNPplow6Gq6lrQNrmMW2mCVprgUu4lkNaPHFDXwuffh0AjlrKWEjEsXsbFNHEe0eQKAGDPkkxKFWeKxFy55clP6JE3IkRpkhaIZMB8jDvZ7IO+CZz5cBBjAUaJTj97oo2lpFfEFh10kkfbaTht0ZehS1t2cA6ZRd7ldeJ/a0oTxYus1xpj2cddNESKGKdzuQakJXsUIOeDC+IzUYyNuIlLcwtYHPax2rsOiNgZG2zGlca/uDfpgoWGZHs1r5Ctbt/n0toOTQHBjQ9tPtcYHW0qNKlZ+S7jlHhZlRiUg4LPkAD24tiG9RbuG/aLOCT+vm2e6XOfw4BvuZ5noSU2HkDly5xjwcq9Up4t4Sk/cW6Diy9S+Ty+mY+7i89pvPhimqDD2hzCi72yzhjzBgD/GsCdADIAH8my7OeNMW0AvwbgbgAvAfieLMuuucriU00Ly2bZ/9TuNtYGXXwwtySeN6P4B5vGbCNWn2ZNbaCkhfJ7m9chhNGHeBdkH0gBcLWZYiqkdwPY86oRMVAdZdycPiZUhUlNk44I3Ouh9eVXetexPuji3WmCepbia7nlw08f2caAW+6+uab5eiKPYZJjrFn6pLj5vEoctnG3JR60Pc8zQRO9ad5bzpR8FqPmeZTfufriUsQIB0FD3PuheV46WYpf7O9gfdjHShSjxbytWsJS28k0m+LEIXlQCAPndOQTRK7vuddGtt32PAmaB/IcQnS4RnrG6G/XWpX1hSijXECXMTwOio74b9nPTpbiqaSH9VoDb89vqFhlSoosy+XhcaHDZFmI8kPjXPbwkc9zw8sOuQ+1k408uT/SmC8OQ2n0Qvxba6tm9IS0m6fQ8fU/xDmQAPi7WZZ9xhhzO4BPG2P+A4C/AeATWZb9tDHmJwD8BIAfDyivgOZapA6dS3p4lhEheVW4x0ODdC/aoAkxm5Yv4ZqQSRHSfmn5UXtsn/Oy6Tv+P30W0ndbWQGYOh3ZlG7qx7mkN3J9RzFOmQhds5cryde3snO7qQgc3haJECsuFFXKoTV1f75128lSdMz4QQrNKpN0Euq1lJ8TkyrpYZo6DXGGvmT0O/4oePa/z7fTNQ9Z1YScfIxchpjmkbLxwjLzYfNIlaH/JRPhNDvuril9m+I3r8PW3pBxrMiDD4SO6LdtPi7moQBvzz+XKSZkeba5sYFoImSrSmtfmXeojdo7VemIvEcAikNGmlwKMQ54W6roAzZ4FaYsy64AuJL//Zox5vMAvhnA+wG8J3/sVwF8Eh7iospCFQ7y/FD+ErKMuRYLjF+6SuWGCn+ZoLEMscl+8K0yQltpm2w/4UKaoDPoOoM2KfEi76Mt1oH38WzcHNPOtX7Y5kVLAEl/r0UxXvVkywamR0eSYF1xcOSafry/UxwyoESmUlmXNMSvyLGBz61PGPmgKfDyuzWx/aLR0GY2SlroSnBIlw232Vjwq1h4WQRae7x9Gs351nYnb1+o0sUxTV7E20iKiq0NFAuy1Ls+pizR39o88Dmz0ZHLA0i/ebt8XjutXCkweNtd+ZeIR7k8HQUfyxMB23iRxl9IYZe8sMw4XRA02zZh8ZTTpiNfOwlER+08fQA5ALQQCzkOPDeXC3w8XTxFey8UXDn0bbNx2vfVcX7Yx4d714v/pXKtlcNlt22d+erdzFJsBiY/LRV+Yoy5G8A7AJwHcGdOeABwFSP3pvbOhwB8CACawJjr2zeB3ILyWbkEzTvgcnPLzLy+YE5bu6XAdb1vU+g04pLPEaOjWBV5zF2+IxU2+ps0eM0d67quRfZpNYrxvCPTuoaydMRpSObPcYFbdgAK64UvMP63vNokpB4eM0Tl+Ji+No4hCPEIhjAo7gngayyUafPvKJmmLeDXR0v0bllPwaS8iGorYxidH/aLOyn52NliNmz/a6hCA7bvfX3SytB4hs9goGe4wuM7oScVTp/wk2tRli35ddl4ymnRkQ3aWNCWmYvPhCrH8p0yz4Qop675D91qs/2vtUUzPnzg/MfXfhvvD0UwfRlj5gH8JoC/nWXZtjF7yQqzLMuMMWoynizLPgLgIwBwX62RPTa3sC/hnrZAJTFxrVkqAVp+Ce5NsR3nJG8Dvz9Opi8AUDwjr0jRlBEb6HnOZEOvO5DldLIUF2EPCrctUqqL6v7oiTaG9Ra+vLuN8/nls7zfnLlxj0wnSwuv3587eTee3Lzg7T+hCh1xGrozqmVaoLdNUPA2y7QP3GNiUz5cnjuiC0ok+XieVoALDUq2RzFDtE3oUmi5AsFpmiepo3e0OKhQJYCvEfkdB/dkUvsIP9KYx4NxE8/l1vMTuYeUe92kYkZ10PeP1FtomwgPscR9LkyDFzXzZ0K9W5x+bJ5srsTyYGxX+W2zdy0T0YWWAJByihGfCjn1ahMK/NoL/rwcC5tFL8cFsOcNkqA28RNf1D++Tn6hv7Nve4/zTEDf3iuTRHcadBSzZ1zjxb/jBi9/RsJ1ewQHP+AD2DO3a9fzaDxPGvc2pUdLOyPhMt60crU4So3mbPWRvKIkv8Rv+ffyb43f2RKgBilMxpg6RoT1RJZlv5V//IoxZiXLsivGmBUAr/rKiYxRY0h8DEWz2LigIQFVRTuV5crtJ9qKIO+EJMZi8Zesh5dR9bRQqGZssyTmoxiX4iZW89MaNuHh8rp1oxiJCWNS06AjEjAddgu71m6f9bbvOSbY5FaUVGBcbbONNQkDm2BxbW/56iuTPsMGFxNy0flafoLs/rw9Uum2tZnPDzHyEEyLF92W1+s7PcrbDewp0VJ4y2ddzNj2jtyKk++sRvHodJ5jrHyCSROIsh0+RSykTtc7mlJGdEAK0xOC72tjzT3lhOYMeRHgzxhPCPEM8jKkMg6417fNkaB58dZyhckGFy84aIQ6AHgbZSoN6iO/Ws21DkONJiDslJwB8MsAPp9l2c+yr/4dgO8H8NP579/xlZWYCFGelp8gL6LkjJS0Zh4/0TYRzkQxBrmwHpgIb81PQX0iv25EMpuxyReEQrEcpKXzvD70/3qtgbfWW1gV6fiBcu48a5sw7lXQnud1lanTRShbtQYuN+axMugWlxLTO9wjIBcct2TuSRPUMn+m72nRUVpr4N6F1+OR/HJKmZpCCuNiThkz4X04lf8mWtrIlUdOk+Ql4uPB4374MeclFkS9mXsaHsppfj5fxC76kZ4nDqkEakI5hNHZlDrfO3JsAWAlbuKFuQVs1RqjI/eD7tgFwvxdek8yq3rzJL4cN4HXXna2YZq86O4oxuPNk/hw7/qY0uRirjJWjfjYutlL3UFzTXxIXgGjGUeShh/IA6hp64ZomGJ+QpR3Gzhf5bDlDLMpWDY6DRV4soz1WgPvrbewVWugZyKs5lcRyTYC4/PA5+ts3AwymqdJR6R403oP9VYCIyPN5hCQ15to3n9u1PNyC8+Vokj4PEKyjTZQWdruTVn+UoWO+Xv8fVorH6STiErCYUm7mqfe5qkM8TC9G8D3AXjBGPN8/tlPYkRU/9YY84MAvgLge3wF1bJ07FguF7w2QScvpDyVK0pbtQa2ag0MTFTkbHowS3Et238FhmRybWWCaBHKwG0SiKtCUdKgMRHqywMs4BgAnmIT6WNUckG4rFcbscrsuJ0sxXLSw5ndbSwO+/gDjyuU5kIyhZVBF3OZP+gbU6QjYH/iRZ68Ugo4foSevj9lRldQdPPfW7UGulGMFQCnmSJEyhZfVFQfr4vGCNjzQkrPZzuzJ6f0WfZLJsIj9Za6dUN12crijE1e5VEGkkluZimuJD2c7u9gMb841KXUU700HzQurTTBYtiWztRoKAUwH+3dTUYnmDQrXirePEMwV8Dp1OFWrYG3ZqNLVMnA4l4im1ChuooEj2ycab6rJNvjZbcZHdHpP6ngyneAca8HIVQw2j7jdNrJUlwe9nEmSzFgn/u8prxNq1EcGmMyNTpqm5HHuzA2AwwWKdM0pYOfYL1GRplF8GttkuDGni2FiO1drXx+lxy/eioUkq5C+hRK95yWXIqsrJtvtds8cCGn5J4BrBvD7/U3fw+b6RC/3t/B2biJU7mQWurvjC1YajRdELlea+CUibCRx4lsANiIm7hSb+FqbpGsDLpYGPZxpd5CK03wbYPuGAPWBkUKMx7IeX7YL04abWYpOoNukWMHsMcOEfhEkJv5h+YWsBE3cbkxj1aaYP21l4u8JVrbuCXI26/FfvkswCUT4Uca82OL5UI6yljcvtkZa7fsBzBiRGfjJt5bb+FyzrRpkfzmjVexPRxYx4IwLTqKswytNMG9eczDWewliqTrBXiGajoh2DYj7ybdBt5linc3ivHVxjy6UYwr9RYWh308nI3uFNSsWrkIiYa+I79Ymca5+OnvjAXYawJT+58L4tUoxtptd+BKvYU70gTfkvRw4bWXi7ZISJrnXl0Z3B0C3g66n+9c0sMjNztYspxs0cogAbMSN/Gp/g7OD/v48u52UFumyYuGOf/5cJ73hZQHzatKitJDOR1pa4yU8UtzC7iSX+TdShOsD7pjJy8pCSjnIfzqGBJE5FXgypJ2BQv97Rs/8lqsRjHW5+/CRtzE9/WuI016ePRmJ9ijwBMccti8ctp3vD20Vj466I7dFxrCX3lCTFpfIQrTNOnoRBTjfc2T6NzsFMlGbaA28sMnY7yb0d2bG/N4oTFf3G/6aJqoY67RLA+o5+/IBMYu44bXIWmL4um+t7U8uoWjd72gzxClhvNmeeDIRce27/g4Uh8pP5kv1o+PA+kAZ+OmVfmbaZLmBBk62V7iwDMYd7MCe52nxs/VGtjIBRkRz5V6C1fjE2hlQ6wMunhDfwfLSa8Qhq00wbVs77bxM1FceJ4K16QgGFKOKBeL7dRPWRDRksYLAPUsxX9StHy52LTFx2NqQgke2AvKvCgE9mY+TrY6l1g93SgGRPbYC2mC3RlevtvMhjizu42nk96+7TapZJKyutiYR6fWwEbcRCtNsDLoYqvWwJV6C5txExtxE2/o7+BNu9uFt3JgItwXN9GNYtSzFLssEFcmDqVFeSW3MrWtQsCfP0QD1XExTXC6v4NWvv28qGTx9bm9XYp1aDuoLfyWeB5HEhJP1TYjrx6VK6/KmAXq2cjDeg17PId+pEJDfOS+uIlB3vZ6lqLNmOpyvYWNnF5ojupZijPNk/i2/O96NrJ8aQx4AkxOS8i9z1ouLELI2pcg4UQewY1Bt1AUQ1GGXspAekR99MmVA26M3AgID5gmaNcE0D35XCjzzPn8O2A84Ws7V+ZpBwUA7mmexJvTBBuD7piRxD21XAEnOrZ5M110Jb05mhfoQppgq7+DM1GMXxSB1S5oxr8ci7Lg3l7eL40vuurgdGdTjGaqMO0C++KV5EkIiiW6P7f8N+ImtmoNfKF5EgAKhenF5kl8+85VvO1mB+1cwyVi/XI+wVTG5biJxWEfS3ld81GMU1k6tkXCtWPtd+hkSqFEhPTY7vbIgsytKJnFlBOMjagI2taBr3377rDD+OIIISou5Lj1sjNDJvVSmuD7cq/Yeq2B+3MPZDtL922PPJgrQy+caGMzv9piOenhgRuv4quNebw4t4hLzUVcbszjx68+j3fmp7T4Ft2LzZNYHPZx780OWjkDIu/o6TRBmzErOiUn4+jK0I8GGucfu9kZY8jSCrJZ+ZryX5aGSDGifCW2VBQ2xsc/O2UibDB6I9qcJa6kowu3H663xizM07UG1oZ9tNklp+SZuZx7IckoW8mVIAA43zyJL8wt4i27W1jJPdwDE+HZ2+5AN4qxMOzjdH8HL+1cLWIyKRaTlDMyoPha9SkMoeAK7w90N4o4K59AlYqsK4VJWci6OT+SOcc0SEX3/LCPrRkabwDQy0axs2Q0rOU7IdQXahewX/GuZynOZCkupXvX4JCXcSNuYjNXwAFgM25iYdjHd772Mtppgk0m76g++tFOWcrnXPDRA20N81Ozk/I4KrtsGVxZ4gaP/F4rW/Oe+S52nqnC1Muyfe5nYP/2AWnYV+ot/MapN+HS3AI+fvJurPRv4Lte+3qhMK0Munhb7k6mxb8WxbjzRBtX6i387wuvR2s4wDtubuJ0fwftXDvvMIKSP/Q5oaqlJCdIMkWXSzukzjLP26xT2UaXRXsu6QG5YkoW+GGAaKgAS+LZNuNxb1fqLVxuzOOfve5bcCU+gSuN23BmdxsDE+Fy/TZcai6OFCNTAwBcSpPCU/DPXvct2IrqGEQ13NvdxL03O0UsQSdLsZqluKwwfG79TQo5BzT2tu9973NIb1eZsrRtReqzyzNL7/3U7jbWkx7OJT1v0tWDwo0sGztyTPxjnc0feRLfOLeAr9VbeGrxNLpRjMVkF8tJD2/Z3Srir/7zbXfidxffgA9cfwmDmx0MTITtWgMfP3k3WmmCv775RSwnPfwf6eg+ydVoLzUG92aFjMUkgomUXa7wusrzKUaTKEtaYkwSYrZYPw4eO9M2EZ4d9tGbsYepk422TjtZio7Z22YE9rYd6bkP5GEZv7x4GgMT4XR/B3cNurj3ZqfwVpKR9xsLr8cLJ9pYHPaxmOziPTtXcLq/g+dzmuUpLvh6dK3rSRUaKkPb7gstO1QWud6xKT+udoR8zr3mtudnqjANkRUX0NpOhZF3gOJJnjx1Bm+4fQXffcfb0O1u4JlsiCv1Ft52oo3LO1cxMBFey8YT8e3MLeCPTizhp++6D/f0rmPxGwO00gRvNtGYJ0lua3FhNylxaRPKLyTV4iBCywr9zvectpi0dtOP9ATQ+A1naNUN821dYC9zLqV94HENZKV9aW4B15bvweLcAk5FMW7e7OCZpIcr9RYuzS2gNRyglQ1Rz2moFcW4NLeAX3rdt+DP1Vt4rr8zsga/8TlcIcXc6FmSNWXJN+5ltqLk5c2ubQtZ7jRpKERw2p6h/GE8JnDW23EAsItsX1wQB23v3l9r4DONeXxpbgG/fupN6JoaVpKbON3fwWCnhuWkh6Wkh2fm78Lw5N14sXcdi8N+oaD/+4U34PTgBv7OK3+MZaaguaxySR8hQi9EqBAo03oZaOWXaZN83vaOrb/a87Q1zMufJS8CgK1s7zSjDG04m5+MXceo/ZfmFvCluQX8i+V7MDAR1ndewb29a1gZdLEMYClNCkfBM/N34fdu/yac2d3G6f4O3r/1FSwnPfwSGf2KsQJMRynyQZsTjR7KyLSqxptP4Zc80vUs5wW2jPEzv2ie7+mey+NQ6HP6ub/WwC8vnsa/WL4H/+1f/r9iYeEZAF/D5cvfi89f+SOc6W3h5M5VfPvOVawMuvgy9rT59VoD/6/6bRhENTy8eQGnBzfwwI1Xcbq/g3+THxknLZJj2pp4CGzM0kZoZSa/bDt87tAyDHmW4JYO0c+j9RZW4ib+p6U34zN3vh0/8P0XUK9fw+c+9zFcvfo8/mN3A6f7O/iura/int51nOm/hntvdvAraYL3Jj3c07uOv/vKH2MAg0d71/Gm/muFZacJWOkd8M3PtBQE15zYmNY0aYjTqq0+31o7LCRKO7j3u21GwZ8bcRP/e3sV/2L5HvyDD74VtVoPL7zwZ/GNb/wJfvfi03hndwPvee1lfH/nAja2v4p371zF6f5OEUrwna+9jIVhH53uBs4JD6FPuXYpwmWEykHDxgt4W8so5WWURDkes/Z7Ex3xH461Yb/Y6v3JpTfj03e8DX/9A9+KND2BP/iDV/Db3/gTrAy6eEvvOlZz3rI47ONvbryI921dxju6G1hOeuh0N/AxcbFxCL2EfDcN+Or28byDkidlygxR9GauMAH6QiLPwJIZnV564UQbiyfvxn33vQuLi2u4fv3L6PXOYBCNLLxv37laBOnyRHLzUYxBVEM9HWK9+w2sDLojBpYHOJIXQMZcTMuzNA1oBEZjM83tntBgONv71K7DgCbs+BbvVq2BZ+bvwp953X+Fb/3WHdRqfwbXrv0r9Pt/FVfqLZzZ3ca9vWt44MaruPdmB5/q72AzGwXlngbw0NZlABh5KId9PJkrS9pWZEim9z+tCKEjH8MMYaizAHkPARR5sy7XGvhMaxnf2V7F/ff/NKKoia2tjwH4Fpz/6u/jTG8LAPCO7gZWBl18YtDFr+VCcslEiLLR1i3nPTZBV2Y9ytjDafCtozIPZfpV1Vt7EOhke/FDvP1rUYzlKMb51uvwulNn8M53/g0MBpu4cOEz6Pd3cKXewl2DLu6JYgyy0YGOd+9cBQB8rLuxL1s1lVumXYeNqkrTpIpUlXdd7xyKwsRBisADuXfo/loDV2oN/PvF0/jW130L3vKWx1CrLeLChc/g1VcfwLfv/MuRV2B3GyuDbnEyiQKsL/R38IMbLwIY5a/oZCn+jeIdoAm0KSCHqZHT9y43dtX2aUHeoW2wPXMY0UwyuJ5fQTLMY5cWFk9jcfE0gOcwGGxiZ+e7sb39Nbxv6zLe2d3A2252cLq/U5yAWzLR6GjzoIu1PID7uWwvSeUFZQsAOBoMyQYpjKfpSaWcQi7weuWYHZUx5IGhwChxJIUFdKMYV+ITWIqb2Nl5AUkyjytXhnj11c/iA9dfwju7Gzizu43lpIenWVyWltvIFSPIPyNPqe1Z2d6QvmlKms37GIIq8xXKc6riMGhIy0An+dH9tQY2TIQz/dfw8s4VfOlLjyJJTqHTuYCtrcsFH9rJZRQP2vYd1Xd59vj/R4FHuYxsG62HtntWXuxD9TAB48kFl0xUHNvtRjGiKEaa9pCmPXQ6/xdsb38Vp/s7ON3fwVLSG0u42DZ7pxF+lOWFAcaVDT5pR8k60XBQXpyjsoAmgY2G1qK9LPDGRMiyFNe3/gDDZAuvvfaPcePGJ3FP7zpO56koFod9fI4Fn1LgnxR4viDpo0I/ruDcac57lf5Ouw3TAFc+tJsFAKCVDTEYdLG5+d3o91+H69dfwvb213BP7zrekB/Rf44ltrVlzSYQP6pKM6HvHiWa9H3vUuyPOvh88NAS+iGs9G/gd2928MorP4BBcgo7O7+Nm7lncnHYx0auID3LPNkhSoarPYRJ113Z90Pil46KwVQGJpvhqYLbTJT9N/HcWPZkybDuy/f+/3V7Db+38M1YvvdhZFmKy5efwcnrX8FPXfn06OTAsI8v9nfwFIuDsmX41k5jcEhvBX/uICbSFyA3ifdIYhaEuJWlSLIs/NbLCdA0Jnt77o3kd/xRPqkzeTJKij05f9sduG31QWRZit995Y/xXdtfw//y9WexOOyjll+lw5MWXmRbvBySgWmQlr/mFZyWELPR0DTm+yDoKET572Tpp7Mse9dEFQUiNiZbNHunKoukjuyU05ncw3T+tjvwheZJ/I8rfxZ1ZPjvvvEnuPdmB39x+2vYzT0CRDck7Gxj6DPc6DP+2+dpkuXR/655PExlymaoap9XobtsRrwIAIwxGZ+vtSgudkvkFTSLjXlcqbfws3f+16inQ3xg6yt40+42Xrvx6r4EpT6vUsi4HITXxUWvsp5pG0ez8iIRNDqaqYeJLirkmZiBcQLYSRO0TIR7drdQ387wjy8+jXqW4oOdS4VnoJUm2En339hN1h2BJqzs9tdBYhb1SKZ50IR1GG5KcnnfX2sUeUyA0TbsXDaKA3hnd2MUf/TSJwEA35/HK60MuvsEHdEJ/R16UzjHrOjIVsdRt9KOisdDAylOpxjPaGcpTqUJ7uldx3LSwz98+TnU02GRa+lzef4dTkNaJn4XpqWIhmJSz4NP4XJt9bm2IScF1WE73XRQqLH6bQoq0cRafwf3Jj38yKufBYDCy/2Llgzux9jDUeEdM/UwvSmKs4+1lnA/y2D6CXbtSNvsZWd+a71VpBaoZylWBl200qS4YFfmngDGLTFJwKF7o9PWYn3Mw9WOqnECrtinaUB65D47HOBGls7EqrvNRNlfrp/AI/UWHsyvmjnd38FP7W4X/TwbN7EWxVjJvZUvNk8WNLSc9PDF/k4R08aFHbA/joRg244LiQXR3q3KAGyGxjQR6uGYVj2Ei2kyMw9T05jsDSwFxYfza20AFFY+vy5pyUR4c/4MGWxPsFO3titvQviJz+vtei7kPd+zkm9OAs1LZFOYpr2t3TYRvpom6M3QwxQbk72Rbd9qzgD+P79PFBh5rnmiUi3dhMaHJtkem3RrjsrwedSnCTmmhIPiSbZdkxlfjYLiQlOwiZcDQJfdLmZ7aed3h/0iUSC/BXzTUQ7gX7QSkmlMw0NjK8Pndp0UBy3gDgs015fSBMvDPi6l49fMUCzJWRNhOUtxZne7uE6kle7d8cYZlK2esvQj36N3pZu6jHA6CuP+p52WtLvdaGttyUTomAj3556Aa1m6z2gLRRU+VDZ+RauP/x9qLJbBpMrPUaGHKuBrO+S0NU+DwhUgqSzJHQLNi1WW9ibZddBCV8q24ShBrsUQGpypwrSVpXgiP95Plt15tucv79NZUnJO0EmlEEFHv3ma/dAtOt4O/pn8m2AbbLI4pHDWGExZwtMEs2zjtF3e9Dcvf9aJKy+kCR7v74y25fJEbjKR5JiwEZd68guIOVxzQ5emakxMewfA2G3k2iWQIYKLb2FLAT1tpdrGjKfJEI+KYOR5mCiRpibs2iYC8nl8ctAdU3hdfEh+xmkh9E5Bzr+qJifkHo5JhK2N3kPnswzPrIpOdjgndnn9/DeBlG6iHbndrynesix6d73WKJ0CR9IR3eU6qdIU6jGchsPBVo6tH2XqLkOHM/cwbWaj2AAATiHCc6Lwz0OgbUlVueiPiEw7sWBrtxx8eWWE1oYqXgytLs16sBFD1fEs++60wRmipgBzhnQhTdQcST7lV4PvCg9tPuX3VJ+P/rjCJ2nXhSpWX8haqLo9dCtBE0LSe73G0iho+bhsipMc47Jjp81/WYFXVsHxlVOmLGnYaWX9aYYcM+1QSUgZZDTJMkMhFfWqRjq964JmyLvqcrXF5xg4SEeBxIwv380KC5/fMM3BL8OVe7+kHYd4iQidrPpt6EsmKnLNuJQRjRnSd1zxc7nHbX/bnpd91Cy/aTMp27uzturG5kBRmghS6ebeARcNaQp3iPJuU2DlM9p82frYNtG+fsj6bAKpKnw0JJ+rWv5hQsufA+zfMt3MUqCEwST/LvMdbwP/zkdvvvGU9YfQiq9sXxk22g9pX0j5RwVDuMfUZiDZQknoM1tZmvIQsp46WToWtsDfd9Wptcvn1amKUKXJZcBX9ZxpZWk4dKqURy9t0LTjMu5BPtm0xeECMUvKx8MnyydIqD7J8HxEFlKmra38b+oj5ZOhv8sipJ9HBbyttiBu7TOCZNqa54qwmp/QCx2bTVGfNl822GjHZ+mXmTdbG2grYRIa8tVxWKh5vre1ldYWT40SAjl/NB6rIkhYa4P2bkhbXW3xWfshn4WC3iU6Cnn2VkOokOZGv7bDUrYuoqEy/EhDmfVZVSGpKt8kljzrroxBULb+Q6XOskqP7bMyzywFMCnOqC6wrRj+nSb0qgoFTWmaBvHTQuLxE39a4dp6KzOWGg3yH65EhCrNmnLjE5Jl2sjftdFoWVA/OR1Vaeuk7TgKkFtilILApVRp4DSk8Ywy3jxNaZqWQHLVo5UpPZIuvhri0agq8I4ypJyji4Mn8YaEyh35/TTGblpeYmrbpHLdV/606OXQrkYhS43uANNiAqpqvC6GRS520lKJGV5U3O6+umwTHcIUZJk2JqO5In0WIil6wJ4iIb0cWp9Wcy+CLSi1bL9mAbngXJ4X+v9s3By77sTnreGQnko6uFBmrm39kH+XHWcf7fKxCtnGucCCQ33ZqwnkQTjqNCS35Pjdkj7LX/IKCW09a95KHszfNlERjBuCwxg/SaO8n1wZ5GtRozdNydLqosMS9I7WjqMIart2ubJse9W7QeVap5Oc/LsyZXEZc5C0NY3yyyQRJkOP+ii3Jcu251DvkiOhc37YH014tj8YTgp8/vlm5g+glaA69jG0ihPpql9aFT4LUlOM+DtL4nObB44Thox9cdUh3eW+ravDBnl6ZLJATkP8fwq2XI1igMUFVXWLrzKBV6acEKVb+85HQ7byOZZKzCUJtouiTfI3p5PCE3ULCDptzRG98HZLniSPf9sUdg5X36n8i9YnwuFSSKuOv8swDKEhqleLobHVR8rkUboUPRQkX8oqQ1WUCe6xLPOO7bMyHp+qcDkHfNCMPZthDGDshPymg3+G9nfmChNN8GoU4+F6C8+xe3M402pbiI4+5ykJytYvry7QJsHGIDQtNQSagkL9oDbRd8QszsZNLJkIT+WJzeh937Fk3+TTgqbrIOgEGBHX+WEf7SwduwTyKILGiF+Ku8my5tI4a5Yez+VVBkQrHcHMXd4G2Z4QASvfcX0vvYL0GY1P2+zds0jP8mR5odDaQskdH4qbYwcknsovoZUXXh9FED/iR781Jiy9Kb7UJvxd7XPtMEqI8qy9YxMaoWMuvY9SkSQ6kgq89K5OMsdtE+HRegurUYz35gmLf2p3u9i+OuognspphZ/UtRmk8u9QcB7Cf2zP8Xb6yvTBVYZGe9wol3Q0aaoDCTJm16IYv9JaxsBE+FR/B+eHffxCfqk6f7YMZq4wETNfMqMLUttsoEIDwLlCVQVVtXiuzR+0Br4WxXgwbqLLcmdMG6t5HU8nPbSzMLfsURJ6bRPhDGNCnDlJhq9BE3g2ocS/1wSHD9MYN1ubbAyKGPgZZmUB1bcBbHXTjezdKMaZNCm8SzYcFRqiceOX7XK+wmnJZWCFelk0b2FoOSF06freBf6OpjTR+HCFeJo0xNtA9/l1Wdyl9HAeFfrhkMb+Wm6I8u9DDO4qsqnsu1LBnuWY8uB0vo4m2eFxoZvfB0mOiUn7eih3yZFFtxE3sQLgIWaR0ve2u7yow1Wy7HL4PErSIyQHu+rAS8br8pBdmlvARtzEg2mCp5MensiTNIYoTza3J/97Lb+o9kEAl9IEH2Xll8n9c2OGDGwOpvAGrNcauNyYx/KwjzPstnhp5fH++K6y8MHmLfBtWUiF2/Ve2TbYEnC2TQScaON83MS39a4jTXp4TFjsIYJWKp/aWhnkP0/n69gW0HpUhF0Ne7zogVoDD9dbAEbr4DzzqpAXFkCR3DLUO8hhG4sqCg5/T/IlbW6qKHS8rCUT4YdyXrQ47GN32MeHe9eDTnn5+JBsA9ElJS0O9WBVHctpgCtJZ+MmgNGYER2Rt+OH86t1fjG/mskWnzWJt6nM85OMl+99jZbIg0jGVStN8L7uRnAiV46QtneyFP++dx0AcC7pBXvgXJipwlTD+NUsdcasSQOUp09sAz+JslQWs1yMvF/1bHQ1zDXGDKvsi/Ny5diezsun78soSwQ5r7ME0dAgV8Lp6p01YckA+5MTHpbwPoh6tXXSyemnnqWoZymuTME7YKtnJ00wD6iB9LcSuAecBOE88z75xq6MwKuiOEsDLuR5WZerXA1an0P4bxWeSYmNO+xn2t6sWaGqzDiqXrRQuNpuoyXfexyh40oKN5XtqjsUM7189zYTZW+r1bGUW3UfbszjVG6Z7uRW6Zsb89iqNbCc9NBKEzyZez1IC+UCXQ60zUsUCqnp889kWdMgat8WC3lKJPPQmFXZvpKSyvth81TY/qdyZnnhJdEQMBofumj3dK2By7k1SjQ0MBHqWYpXbnaKy3ald0nzmmh0EAKfdX9QSreLjoiGqH2cgVSlIT5upGCQq/3ZYd8ZqOtaM50sPZTLd5fMXqwXHSLg6/7B3GtAvOhc0rOuQ9YXa91ynCf1MvrKqcIbJN3SlhzVI+Mbp0HnkidJz0PIONkuTT0oxMZki0y5pvUms8J3srTwjBOfJX40idfjsJWrsnPNYwUBBHkQJ9lmtnnFQ+gqO+zLdwm0EM4P+4WwAyYTTmXf12AjvjLMKaQ8XoarbG3rjSftCgk6tY2JtlC1o7BHGaRAL5kIp7HXV7podzAFCy/UQre1bxZw0RHRkCYEtVgC+T5/nn+meSt9CuNRAq2sTpYWQmyNxc3QZxfTBJeUQyn07mFh1l7vzSzFZn6amYPawOObJoHtKimq66jSE/f88f/bZv8p2vVaY8wI5gcjjjrkHGhGp2+rzka7NF5lleQQTGu9zFRh4pe08hM0PHB3cdjH4rCPa9loC0EyZdtC4s9of7sUB+37aXmPfMxV1s+fk6cHyZJ/tN4q9sAvMs+Jq3zZLtdnoa5LIu5Znl8Z5tfrUN20BTfIt05OZSme7u/si4fjCoKGkHmaNo2EIHTbxuYt02iIW8JtE+Fc0vOemnPRET+u61LEjpqwozHjY9Q2o4MEAxPh/O722OXgj9ZbI5pjAb0uIyuEliYZE9+7VTzstnZrp5i4d3G91sD5Yb+IFbG10+dV589K5eyo0Y8E8SPyUvJTyPyU6gfmFgAA6/lF9HwL2yUPDhtSpgG6oeRSnLR+0nNrUYwH8kvOSbaF8j9X+2xtccF2E8ChxjDRYPMYmg67Q44YO2nhtEDLXoJalegm0UilgJ2kLZLB8i2lKuVpwo2jjKepbWYb9M3B4x12h33s5p/TmNA2QpRvqazlDCrkbsGQ+fJZvLPyAHD4hLRmwUsmFgqpjLZNNHH24sMCeWv59gkw6iNt+7bmFtAC8JNJD88nPfxI7/pE9DEpNBqdhM/46NVlpU/iXZKGDZWn0ehRhlxHPMSB4irpoM3ARHizidAedPG4OOrOcZS9akC1ODwOm6e6rKHFPZ3agTHu2ZpkPIMVJmNMDcAfAvh6lmXfbYx5I4CPAVgC8GkA35dlWSnf4sVcG+cdOJ/HQDxab+FMfpJuOUuxNsGCdCHE41IVGoMp476UkCe9iKmEjgtnTPIuLJ66wMaIJx3/g6AhrkwDGEs6eF/cxEbcxAsn2gCAe2928PCgW5x20sqyzY+t7zaGcRA0ZPNw+VzgvA+a96essGubvZgWeUiDYpik0h1iHYa24SDoCBjxo3NJb2xdrNca+I7GPDbiJj45fxcAYCnp4Z7edSztbnv75lJq6O9JPUVaGdqcTwOc5jr5PEsjTj4r2yQ/I8N4PQ/N6GT784RNm/cfFA0RaEzI40ReuLlaAy/WW0XahDNRjPbNTvGOBp+3MhRlFOwq/N63i2N7hhtzbYu3KhQ01rR+ebyhVl7Z8st4mH4UwOcBLOT//yMA/yTLso8ZY/4ZgB8E8EuuAmg7hUO7p20zS3G61sBGrYH/nDOpuwZd/JX+Ds5vfy3opAowWfxJmfK1732at881zcGvmwDGY5uWTISlWqPUySTuApUeOa6IVWm/BxPTkNamB8xesOgpRkN01P2rjXkMTITNuIm39K5jtXd9lOk7gLmHKiXTBldufdeM+D7jnxf9EetuvSQN2comxlcmFq4CLU2Vjoju6RAB/w4AWmmCxWEfb9rdLgQdtbuMJ9ZW/zTgmnf64QqNa9vCJVBlPZJ/czoqO6+2dw7IwzI1GpKgcSDwcV9KE7wVo/xAAxNhZdDd966tTI5pjEmo4i53JKoYWLbPNA8TgH3Xpbn4X1lvVJVnCUEKkzHm9QDeB+B/BvB3jDEGwJ8H8HD+yK8CeAwlCExqfKfMKJHlKkbMfKvWwEbcxDPzd6EbxVhOeli/8Srar7287+oCG0KJzGXFu8pzfU9enDL5bnxtkoKobdhVFBi/Y0cjSG45E/FLwjyooO9p0VAC3RN0Jk9QtmUirOaWCiUtu1JvYSNuYivP/7F2/aVgy7UMowrZDgkpj3vL6BoX/qxP+LqUbn4yh9MF0ZFLabIxPtfFx9PGQfEiWgt0Iu5aNvJcUtB3O0txur9T0FO9ZP8kbcxqm4X61TbRvlOwsm3yf42ebP2gxLf0/SSpJTQvqMQkxvBB0BAHeZPI8OS53wBgLfeIr0UxfrNEwPekSpPP0yOVJu1/TfaGepZcSjs9L+NNufLt8tJq9S4ZnR+H8PwtyzOhHqafA/A/ALg9/38JwPUsy2gFfg3AN/sKIWFHjWqbCI/NLeDLt92BF7JRrpgzu9voDPuFVfftO1cLwbeQn6pzMXS+FdDJ0rEMtdJtTJNQRonxfc+VmzZTcHx10Ls0yVyx4cd56bP1WgOP1Ft4bW4Bl+YW8J2vvYzvy4/PyzHR2k/j0Mn2LqGVpzlCvBqdLDjo++cwBRrS2vM/zS3gmfm7irxVpwGcGfbRTROsDLr4q9e+VNDQ6f4O/qWDcWip+2kOns3jn7Q2uP7nCGFy0kUdsu0qmZBUYvh2Bz3HaejF5kn85Gsv48dudoIuE+bu87aJ9qVs8PV3Aub/c5gyHXHvyIvNk0XuqvcmPayzQxXt/JTYW6PxC5c1eqGgeqIXzre0zP0+YVYVNCcuYSXbT/THvZwEoiMexLyaJ2z8jsY8rtRbaPeu4/H+Ds7lSUxD2sjbJD3cGiYco5/DAfAiwloUY7newgp5S5LeWEA89fe8xVvTyfbuqZTjza/S0uYtFKH8RH4W4l0KUUioX1xekax+tN7CYmMeX97dxkfzuNPQi6mJL7k83TZvWkj5XoXJGPPdAF7NsuzTxpj3eEvc//6HAHwIAGRzlkyEKG7iC82TWBz2sZT0MMg7czoXfm/pXUc3inG13sKiCAiXneZ39WyyRc/dxJNYJiHQvB+yz7yNtudsXiH6vRrFGNZb+OyJNs7fdgfO7G5jdXfbS9CkxdPfZAH5bmCfBAdBQ1zB3MhpaDnpYWHYL3J4kQL1xTyo8q3KdQWyv9xjx5/jjIrjID0FWn0cIQcg6DcPYuafRXETnz3RxjO33YnT/R2s5ZnAQxU7KsvX1pByfJgmHWm4v9bAM3GzoB1gdGq3k/RwIU3wrFCWXSd2ZQ41bjUjTYrrPqZttGlt0QwgWadNiBDkfWi8X2u5R+VyYx6fPdHGe4Z9rCU9PGui0ldeVFUAfO0nTEpDeRljdCS9tW0TYStXCOpZijP5ejoHFPzWBz6ubRONxZdyo9znEeJtrIoyjgIf+DgB4/KQ+rxcb+HFuQW8Mz9BWCXtAvdKTZNHh3iY3g3gLxljHgLQxGjP9+cBnDTGxLlW/noAX9dezrLsIwA+AoySfPHv2iYqYgOA8czfz+dBf5v5d2/Jt45s1m/b7J1mIUKiwEEacJoQ7fLdacLloSFo7kL+NwXO8r85sXWyFMtJD+/obmAp6eF0f2eMgYW633l9ZT1LJXAgNETMozbo4h3djYJ+WmlSJEKli2a1BcR/U1kfbszjTBTjuTx4mS5rpGe4q11zFU8LtgXP50FTuCUNAfk1Dbl3hL9/MU2wNujigRuvFoHMv8b6GbKtciFNgFyh4IrWAXiWgAPkRQDwdNLDt93sFPm7lpMeLiljIOP75Pc0fqu5JwrYO5ZPCTJdc1fWmAt53mdE2doi/26zAxZEn9THRzAasy/n6Rhk21z9uygM2lC6qCAUJ6IhYJyOjDGZ7M/5YR9rvetFeoprrN++bSL+m/8UOxX579UoHsuI7ipzWtD4ncs5IN/lz0gP+GaWFnGl7d1tPDjs48lBt5DhIfK6rOFWxWnifSPLsr+XZdnrsyy7G8D3AviPWZY9AuD3APzV/LHvB/A7ZSomAXUt9wJwq44YyvlhH08MuviF/g4e290u7lKzLWZ+coef3qHFKLXbg4QkeBfTle+5/ud4LvemnNndxnNCCw/ZAvT9HVqWDwdBQ3IBLebbuPRDC4fuNSNl+0KuRGnjTwpFV5y04AyLXx550NDoJlQ4SGZLv6XCdX7YR23QxT2963iaKZYauHeX10OKVdltlLLehIPiRUB+yWseBkC0dM2ybm1r2mXdy7HR4r5kOS5eNytofEzSCNHAuaSHrfxWeGqrVNI12iJ+T2tzEoE39LxzkDTElYcLeexb3WHw+OaX+JQ8Gi/LmRU/0tpYFTTXchuWHB1PshxVBFc/tXF1ecp9Y2ajo0nyMP04gI8ZY/4BgD8C8MuhL5KmvV5rIMqPfp/u72Bl0MVuvtguisUjvSwcNCiP93fGtlT49stqFOOhuFnsJfuuNpgUtgkJFXb0m7tfSYMmJeC8ifBUroGTUmCrR7pAiTCpbP5ciLUwJVSmIWAvfmIlbuJ8Yx4rgy5WBl3siLQL9CzBloPoQprgw73rY1YrjxXgW3Py/VmgqldUe5YnIryQJkCe7NN3MkWCu8tdz/s8SxN66ibiRfRzNm7i0txCoTR9Ko+dIAUg5EAE0c0jNztj12AUgi4gPow/L/+2PVtFaErhGzIHcgyK//M1R/Emtrg7TeBrfaU58XkT+HttE1kTDgagEg1p9VEqinqWAvmYyHGxGfDUJ1qfT+Sn6OhzoidNqTwobzcvn7clFDb6lDy6I2jJZji46giVXRrN83enkrgyy7JPAvhk/veXADxQ5n3Z0LaJCvd3PUsLZYlrm8DeYLiOunOtkmBjcFTWYVhsZcEtNZcbv+zpJlf8VEh7qmIaNMSxlru96d64Vprg+Vzw8znmW5y22J9CecB+pbWqUJoUVZlUCCSj8DEmOQZV19A0+jJtOioENFBcVqx5z6S3wNaXiyxOiSD501HDJPPC15NGF9r/Po+jy9PpKjsU06YhYM+jNjARWrmXiTzdNiPddupbPqvxIW2LbBrrK2SMD4Ifdhx0VNaQl2MVOi5tM/kpuamCmBMFELbSBMtJDx9nsRCAvYPc28Kh7ZsTns01fNkOVz1l4SuvDDHzPtAi5MdT6Xu+RWRTmrhWrV1cXMbVeRRA9EPHd+vZ6Mj36f4OPpHve3Plp6AnQXc2z4sEWc4X0gQX83d5nNg0x4XTSKjbXTJMWZb2LqchGstn8/iUMkoTr9/2boi3QPZjFuB8iGLTVgZdfI5lhNcSMtI7lDZEu9qCP0sgmqR3KQalyiWzWvll37G1WXueG258PjXeQnCVGyKQQ4U0/+xQBBr2Mkw/kNPRF/s7RRiAvGRXW0Oh3hG+pqk+ToOhnhYfNE8Mb2toGXILn4N/p101FOJZ8rV/2jzlUOiLb4+08qPffCtOYx6cyHyngzQBIhOs8a2pg3Rlyq0wrY22dwjaHjYvJ7T9Ic9WGYfDICI+f2dyhftyrhRL5iQhFYlQRsXf523gz00KH124ElnKZ/lvXrY2NrbyfJ6A0LYfdRSGSK4k+a4f2sxSrFasx4dpeVBC6wnhRZKP8rbZFPOD4Ks+A++wQfRywaNIS0XTZ3Ro9ZBnSqPRo2DoVt0mPuitRVlfGcxU1vHKaFAu9HdwsXd933UfwLiCQINPGrxM5mcDnwCKeSnSD7AyfAQWslBtbSFLYMlERfyUDSQUuUdJuxiV/pZBkmUUohAtnPfb5v2Y5V1yREPcq3YhTXCBpVTQrHbCEvMwbZY8rsrpp53PJRSPFOBmkFXQNix7sIyLUcrkNATYY43kmqPyQhlJKHMv8/wswHkRF3A8V45LOQCw77izNm62OdKUldUK8XGagPF5Ycoo3lp5kueMeQQClaYyBov2rg2HteFZtEkoST7vYVkvCp9vHnZAn2vK9kEpIFUUe83jGiKHpoUQRbKTpUfj8l1g3D2v5bQJDazk5YUqTbJsjbHYFnKIoLM9Q/VKoSTr0P53wcWMQz0QVeo7bPiI3kVDm2KRhoIzvwtpMuZd0jxNIUJMg+05ba5dNCTj/VzPaoqwaztPtres0nQUEdpX7T3XM1wYcC8N96QvMQVGzoXWLtdY+ugHGM9XV3VrzPdsGcOgikCf1ACZFmKlDSG05IKPN9v4i0sRLqvcVOFXVdY4N3KPCtrmiMQw1WDG/nedyJFMQ34+acApZ0a8Dtd2n60+6baW7W2baCxTqe8qCalxh1qdsvwq7ZXPHTVi5jREygsxCt5WFzP3eQZcVvG5pFcInHbucZLPuoLKbeDWoes5eVLUFs9noyGfkAtl9qEKt7Z+NaXvMEB0A+y1a43lTnLRPrfqQ0Fl0SlXepeSE0pvpU1Zaos28/6ECDB6rq2sFxu/LYsQhaaKYmFT+KmuWXq7NWxmqXpbAFB+LF1rTFOIKDbuWUcWev68Tz7YQO9R3FYhJzxGWWhfpqEMu3i47z0XZr4lJ28353CdauPMRn4e6mXi79MWhytwN0QoaG5QrW7ySmjH3GV9vj5on9MY8PHlx5olQo7Hu/pN9bRNhN8QF0geJGLYc9iEMiQfA7EJePqclDTaZuUeK82LyMux1R3CHMgrYTtSzOupwmx4X8nrAehHmAGMJYG1KRcuS5dvb7ZNhJ/Kk9TOAtJ4A8a3CEI83SHePg2cFqTx4jMENW8g/1vzUElIXmSbI62eMkK/jGFWpXz+vk1JmRW0PshTcba508pyGTgcnJbox3Wa3FaP7Idrzvh3mtKr8b1QTFNJKrMmgb0DVEsmwn9OdtVnZqowNY3xDqavczJLtwuSODvZ3mmnDzfmi5gQbcuM4PLWSI+O65RIJ0txEeMEwYWSrE8rQ6tfsxCl10zrk3YxsA3aIidht15r4PfyGKtZIBY0xNsHlD+KKhUNm9DXFh/lEqN5dyXccylLVBa139ZueQpUjoNLCbcpNJpHgSsxNuWRLEtSvKvQ0HqtMXb9wywVJgJPN6EJnBBoSmqooAPGPV2TQFOaNFDKg2kIOt9z1DeXIhjC81zKFnlW1muNStdoTBuUbNK13m3gdFRF+eOKk6uOsh6oKrJ6kn74ytMUI1udoYo0p6XnLXQ0U4VpDmafkA/VpG1Cgn9eJsfJ+fzqC2m18wGXx3+1i0XbZr8Xhz7nSTRl/+h/fkfTI/UWvqMxX1wU+yfdjeICS9cC5J9TW1xbi8TEOsqYhixyqpMYwywDLeewFxzL6YfGiLdP/s3bD+xfVPIzH86xNBi2+eHHzwmaQqcpW+TytilRmgLzSL2F9VoDp2sNDExUHJGnwwYha4TmdclBF8Rc5LrRnpXf8+dsWdcPGovG4NF6CwCK63Nk2wA/sy2jnNvep6SGNj5C7XDRgqstNFcyt50mVKgeUppJqeUHUDgf9CkAIXxdu+ZDe84mJHldu9m+G28OFG0TFcb3+WEfHxWJJjXYlMyqtCTlkGsM+d8ajVNZWgoebkT52srpluiI1y8vIvbBp0iSAc8NnjJjKJWxg8j0XRpzxhQxAnyCQrbiQhD6PFd+fLlDfNqrz/JxPcuVpraJ8N56Cy80T2IjbuJmFOOhQXf8fi7jd+lKBdT2PCfAMikWNCtjlgpTE3s0xBc2XyQ+D1sobPNFf19QhJwGfirTNsYhTM7WJs6czsZN9BrzeDFuYmAivBUo7jSzxTvJ+mQ/XW3TGG/I2JfxxhwEFs34jennJmyLz9PiekdLcslBSkyoN1R73zfesv3ksXlvvYWtWgP35/fqnQ/I1VUGWr9c/bCBeHmC2SpMi/maW8nvCPSdgg5BVcXbJxtcNCCVJu1daSSFtJPmd73WGLuH0xZnVWUdle2f7R3buxyzDfquNfDO278JeO3l4ggvwaWo0PdlOi3flc9eTJOxI7DFUXNGeLbMrD5lRfvfRtCdbNySH5gIm/l1MV22Lx+aFC5UYZQWNYDCCuXPaQojP17/wcY8fia/oHYW6Dfmkdz5dvzMtUt4Punhsd1tr/vbprRq8+qyvCQ0Kx7Y7y3SlPMyNGTLw7Wvf3k9dRPhsyfauNyYRytNcGZ3uzLNcvAy6NJdgi+uTHqIiYaWTIQP5l5VdDfUMg4CSW0OOyfvxpndbdzf38Hj+eXVGkKVk6pKE68HQOGZ5t/JsAHb3NjaqSXgdLWFtptfbJ7EVxvzeNvNDlaSHtpirWvtl9+56iThqfXF9q5tt2G91sCvVRS2VRFHMXCija08h5cWt2QzkEK82lU83753fQYQf4b/9uW4k/PWyVIs5Z6l7zrRxqW5BawMunizuJ5MwifbbDxQO8zja6ekpc0sxWoUH420An0T4Uq9NaalAuHEEMKQylg/Lu+LzVMjn7N9R4qQ7bQUr5Mnwat72l7FupP90wT3kvjN26gdQ6YLjrdqDQxnyKS6UYwXmyexVWugPUG8wiQWjVTe5aLj39Hc+jxIPsYRKuw6WYo7AQxgsBXVi6uHZJ3T8BBo60fG/PExkSf8SGmiLehZoh/VcLXewsqgOzZGmpEwLW9KCGicqC0SNgPOpWS4eJnLg3nKRPhivsbl/GjeRJsS4PMM0XtLAeNOfV1S1tySiTCnBPMfJBIzuqx70cOLyniVpwXNc+er26eghSjBWpndnI5a6ehC4kkMC9lW+X2Ih43+57KNh3TEFjqaKZeqZymWkx5e8GxjyMUTYvVqTCaU2WkeHPrcFkRI2x/A6NoVLdg4NACRnv2xmx2cHXRxavtrOAXgf2TxSxxkmVNsjOsiYXoW2O8947+1/gEjq+2xuYXiPdpOfV++dfhCYx69164E9XMauCO5ib927RL+sHe92GbiTJejoAmzf5tJwkVzNsgFqyUQpbm11emjoTKMqZOlowuokx4e7V3HX49iPDno4rfSZF8bXNak1k6NOZWhobNxE2tRjNO1Bp7P42A+2JjHVq2Brfw+wFniZLKL919/CR/f3cYvKVdXAHueHur/RceWqhwjTaEIgaQj3h6bsgSg2F7kKRH+f+1dXYxkR3X+6k7PbGd28O72OFocwAHtTBIlSDgIvIpAJBIK8pIHJ4oggV1EEiTyEGzyBooUZXlDURIJoygSSYiQvCghPwikeJ1EKIQXtF5sWSE2gl2Q+fMfO4MZj4fZnu5beeh7ek+fOfV3+87tblSfNJru27d+bt2vTp1zquoU/Q/VQePBg9Xat3MHe9gsOnjKlnhMcFkzEFx5ar/JZwx5k0jmnet0cU+nOz6njbBRdFoPLHhseIDVl57HX1fLJ+TaH2r/FE/RtEo6lek65snXz10yk9KmgjZZ4cWnsfnS87iBWzMcPD/pVQ2V5ZtK04we+Xm9kr3nl1fHbfJQNd6um8LJo5koTKkDgY9ArsZJfbl1PA1N7Gzh5V8vB7h0sDehwLmejzrhRtFxro3pGRYdGkBPEca8fEpDz0XCqeh0cWdlGZBA5wfemhbXDXTLIc7c3MH/KMEnfR2lLqbxWHKlSasf0DyHxmfelYOxQu1TEKmOrq3IZIXFWp48DTCKzE874Y5VytGGMALosNs2YWyJJ6pzB0OBTKWnOFW2xHBIU0h9CklK2ZSn9IT6wKdffAO+VkeXtR/yhLnqT4oSfSbP9hngkKy82fIapp1q8CeDR8MsPJZ1xrOjqgMpSI8IHsUq03S/vCfGq+rzcPdMgbVq/OTpfBuZjG1xV8HpYsn+zvLqxEJdV6ORkCYPim93j6sjurRVH5H4zjY+oGiKhlyzkuKViLXueTr+0jeKDi4sr44HR35QKN1/dmkFf7r2cgDAUmUxfrxag8B3QcmzjGjXx3L35NiVevtgH7cP9lEO9nFl2J84euP+/RdwbXjQii98vViy5zrdcX1dCiBXFrXDL/l92v9pOSQVId8uOv4cdTnksxr5u+UcOru0gvNVf6Q1hZJDm0UHD3RP4pQpcLXi2KVqJ5BrXd1m0cF9FYee+6kelm2J1XIwnno7c3NnvHuP5/GRmzuPWmvfEGyABnDCFPZNnWNe7yxvL8B9vAy/X36O7d9aXiSL5LZ8H39Tdgq76pqShnaBnut0xzzSvN49M9rBSc/CdwW6DJ+eKXCh2vX5yu5JrJYDfKO/izcureBHSysoB/u4XP1RbKkrwz62ymFr83LHTWFfu7Qc7INSoUzp5xzT8Cim7LoOBw0uxdlV7mbRGR8mzBVhyWnuBAD8AbAp73OdLs4ureA3uidxYtjHR27ujBVxahPiEQA8XQ7xki0P8ahVD9O+tYd2NflAD09b4EPWbRMWGZXH4aprzO4+H1HqClN6wXIxsXZcB1nuVIKvPnww7ZlbYQdODPtYLQdYLQd4vCqTv8edFr0D+9ZG7UwD3FaWS9GQ7833XnwWnFxf4cunKQ7F/E513mL/+eDGlQOOtaKDA4wUwS3Hc2vXT5kCz1Wfae0CKU/ycNK2MYA/bpaGED84J6Rnht8Tixjv47TtF7Lofb+PuWQn41e5+hwNdD1F7rli2RGIO1u2xDfLAc4AeJgZiZTXfsthBYaw0QoQR8wY5fIKHmWfOaq8JZ9iZBtB3kPeRu4B5ff6AjYv2xI/5O+LyT9ulAwdnspWFaYBJjuETwHi8YQIkmQu4aUJqhho0w8+oe7zOsjyJeFTlSV5/7XKqwRgwuvUE+3z5SoYIKWjQItyqka6LLergY2suseY9ciFIwDstiykqH6h36WFK9P6+CTTaGVreXOLjiu2ss6aB0LyVuO1rx4xoCM5rgz74/hMgJtDG0UHy7YcrzGSwTq54JH1vjrs45f6u1gtB2PvFHFI9qu2pw+kQIyZCuD30fsKKU08OG7MwMq5JxX7kAIfixQlzifjeL34AMVjy9F9G0UH91ShLnarHWXExbuZ7KGYVIeCwVa7YYmzrrWbroHuqDBAmtHCkeLNoXFJhlPxocf6LIBDyqV2r6xznX6Zwif+nd61VJqpD1HfunjsNgCYmFmRccNoPRKNkRPheZihyOvA6+Jq3dYP3+WY1hMUsvBTTuQmaAPotDgq64ALZxm4iwhC02eaokpHe8i4WPT9XH8XN2w54Q3gylJIGz9KxAj91OMtODaFFcOnY0Len7rvWPNaNZm/TE/PQZ4CeVTJpWoh68OD/Ym+xINVSgHFB1Aqh0/BuIyQWXmaQtDeiVT0fAPiWPFhbabl4yobiONx00iRzS7D4VwVm4jWZRKPtIGbdt3SSQ5cxvCBlBtsGofajAkn4eurGo/476F8+QaE1L4i5fW0424MYnkulUZt7S4tcSAZfHmwP1YauTHqU+4oXxrbXKFaQmhVYSL3pc8TU8dqliCXHXXASxHRV6kePMqxXDcQIrxv+seVJgaaJSLzPbu0Mt45sm3LcXwi7kGQeV5YXh0FXLu5M2HZXR7s4zIwbjfN49a2R4AgOcRPeSf43lls21NkWrLqUjwi2py6q1yfh8J3bxMckmVtVmtRbl9exYEZBeG7MuzjYuWllN5eAHj38iq+s7KGC/svTKwnkRHAZZTqWXqXgMMWZGiw88FXf9oFCYymorSzMGWZdL1u6BVXnVL7Qsp74XmRt4h2QV4Z9vHIsI/7919w5rtZdHBXpzvhWeK7zrjnLXWQawOaoSO9kHWMhAml21FeKB/NG+VSmlLkUQhaG8jfXXXlad/e6Y6XA1wvB+6YaaV+bBrx5Tow9tDR9VTMzMOkzc83ESHVJShSBU5T8HUSbfolpXzZaX4YkZYv9t62Je5kaUIh5Wdh6fogY0cB+kLklA4vhRN35cbyqEkPUEz+ss51B5StapA+I7am898lrg77uOtgD/9cKZWu9pfXZ6Vwa5BTF3Kqx2csuZ6D3gm3gGMHDZ5/bP2b4iXVO5ZDvrZ5fLCPDbYI3FePh6pAhqEjM2TfmHfFqW5a2a6x537G1iGFW1p9XPlxBS81Ld0n5Rnf+eviBl2je3zHVfFyZPoQWleYeuZw0DFgVOF1oY1zLbNOGS7lJMa6jbG+NO05pkytrk2AyOQKSSAJJC3+OhbQLKBxiFy0hCbqvm1vTU9KLvo4FOJsT9Q91vvkyovag4cRSBEG/PmulwN8+mDPOwgTV3qmwIMHe+MddpxHWvnzpCSR4JPKkqbcAVD7egzkFFKdPHyI9WrH5tUzo2lW3y62UB7Ufg9WPJJeaS7jt22J7SoNj83jkkXS08Tbs2cKvDSnMisVsv/4vI2hcTLU/zTDXUufyttQXDufMsM90jQFp53lKtPKuvqenZcztwqTBO9ELg9HSNDIFw74F1nK+32HWroGtxgFoy7BfKSQ99MUIk2FjHeimFsHbkpwbXxdnH2kdTxOYsq7zvM1BSq3jqIZcg/TfzlYuHhBn3nH0zonP0jXx6G62LLlxDqZGC4SRwg0BXK+OpSWH4o6UY4A/a55EXhbaMFWZwW+WNelJEnUqW+KTODeHe1erhxryow0Nvm1GIORrqcE3OX58HV/tBaJFDDg8NQQt/R5mJJQO/MDraUiMcs1TFQH7XuM4e+TvVreHNoY6FMW5E6zUP1jwcdqn8IdM5bL+ySPtPVLLp7LtuX3h8Y/jrkw+VyESH1Z3LNE1nIoj3XWYV31omBpchdZE/CVm5L+WjkYH2jIQwPwPGVZtNNO6zSu51tXFKdZwmdlNJV3aDDlvHBZMhRjhMf2aqKeMp/YaVNKs1ENPiQ4+IBFAxN/jlQlVRtUN0RfmjVk+8UaLKHfUz0zvvblsojel6+sWH650rmUKlfeVH/OF8Im20xAzyAh5ZULXAmbB/64TrUH4mYpfKhrWFEb+TxKXMFtuh05h6aVcTw9BcDdcNSb+s+mwkFeL4J0UMTUtXUPk0sp8gl66iCktbpeBL8estYI8ngHaRH3zK2gVw/0d7E1xfllGnyxYEIWBQX50p7h7NLKoSCE0uLgc8K+aQjglqAmbDFFq02rjpflOppDelikoI4JFeGKFxZjKcq60GLq8WndNU98d1mMY+Gk1CtUBm3t1kABQn2CjzgU6pf0vFoAxll6mggxFm/Ke6f8UmI9bTLFlefDlfG72anvcuemrx7ysy9djBKoedz5LkgOvvCd1qLIPF1rvbTy6ODnWcbxciHWc8Kvx3hgfPfIvEmZpA0/WlpSPraV/tgUUmUlT6e9WzK0aDPXNXYQdKpMuV4OxvLS1Y4aZjolF2sNUyPxHRS+BuGKQ8jdHrKYKY8zilWXCkmg1M4lQQE9tUN+aaB+JCBU+SDmG+xS6tU2pHKkPcd6NdhQZ5T3yTQ8GGiIp9w7IO/l3rgmOORDqhUaSnem6OAMRgtyXfdtWX2L9yLC51XRrjX9zBqPZJnk4U3lUay3qS4/fQNWzxQ4xbwarjPOYurJFdFF5VxM3+O/p07lEYdc56vS/zY4rnki63g+eXr+PyZNahk+zHwNk+YR4o1K1vmvnrgTJ4Z9PLl349DBfTyvHhMo5GXRQPfdt7KGdTNavCrXVtDgSme8SesoZnpOPl9sm2iWrRzgL1frj/h1UgbesrI2vkZBCutY9lT2li0nlC+f1+EoIQnrssQ4l84ureDC8iq6ay/HHQd72H7xaaf3jb7LM/i0dR3EoftX1tAzBR7o747P65MehmsNcahpaMoOHVnyK8duw4EpcKGaupXbeUPeCwLVm++imyfvkgZN0NMBwu9eXsXVYR/nf7yt3svTEI98AzyfQtGm/fn/Bw/28GAV16hu2/m8HalpfQMXPfOVYX/s0eAHZk9jPLr6bttYYp9lf3ApJCQvgFEbfZx5SmQ+PP4S/abJOI5HKg+2ttGA/lPIENfuu6NqU61f0XXXuyZv0KWDvXGsOB62RGsbF6aVoTNVmGIIBowe8kdLK1i2pdO6qiuA5foTbQqmzm4RXvc6iBmAXMHbtm05PhxXTk2mlCXrPm9hBThC/OmZAt/pdLFaKZTknWsSIa8VV1qnybep+gFuV/+2LccRvqWyH3pOWWaovHlATL1o0H9meRVvRNx7qTsl4eprqWfFtaVQhGSyb6BMxTSesDbhqieP8YbKe1sXWv4hOV3HcPaV31af3ralquD5ZgF4/ZrgzMzCCoSij0ql4OzBHk4M+3gq4uVwBSc0XcCnG7ZtqboxXcRPIco0AkLLx+WapHYsB/tYwmFhpQ1gIdL7iNYzs9nKq20Hlc+i1fvAFOOI6C6Q9841zcbvA4CLN3fG5cqplJBQiuVDjOKbAskfznH6/6X+LtZNgYeYR5cWr5Pw2mJt7lK+XFyV76ltZUprU59nYLPo4I5OF19cvR0/urmDzR9vO6OWU74xO84oPQWK9d3n64ta+8V4tn35+mSH6zp/37Sjj8fRAW7NHNBmldijY3z1mAf4DBLi0M9VAT23TYF39Hdx8ebO1PKB43o5wPVAXrzvHZWHJkVehcYYDr42ix/Y69s5Sp9d46XvHo659DBRRwNuBdN7z2B/fJCsLx+el0/TpjS06JW+hw6QbNPLlJofjz3Ft17yzsGPT6FrkiTz6gXgCG0SADCxM2fbljgx7ONE5a6OeScx7SB5o9XFZRTIfEJCY9r3IhWUUBuQ4JVTiDLGme/5YsqapccgZoDgPFq2JdYH+zhRY+t96L5QG6S2URttmtKP5PKIWAUppax5A68z7UilA6gBYDfRY3iUqGM415m5mAbSAOWKdoqyF6v8S0QpTMaYkwD+DsBrAVgAfwDg6wD+CcCrATwF4J3W2h/68lmCAaBPJVFFyV1JOys+3t/F9XKAf6/C6gNpQsh1PWQB0sDAdxJoi4W1dLH1iEWKS5Hq+kA1L06h4EkTv39lbXyEhcv1H/IIhK650ASPlmCCHgnauk5rBS7e3MFDg31c2H0W0oZPtew0D1aoDfhhvC7+uKx0SndUniUOLox4mdRHSNHcKPT4Xr5yfLHOXNc0NCWLYgQf7cq5eOw2bBSd0bqPmzvYONjD1fLwAcL8OVzyzYcmvM8pskKWHdPfZXlaPvK7DJDbM8XEmV4hfnMDR4tlVgdN8YigGQ1ygL547DZsFh08cbA3jp0nD4V15TsrHMV45stbg1S4pbHm448mV7njIGZM54jtVR8D8LC19hcAvA7A1wB8GMAXrLWbAL5Qffeig8PnUfHOwB/mbLV9ln67JgRUaLAKNUBMA929tIKLx27D+eXV8YJPXs8YSNdnHSsplM6lbcuOuG3LQ6EEQu1ASqMWs6PG80zNI8khDtnGZ4oO1piywhe/N9HptcFB5n2u08XFY7fhQsUhyXXXc/iery5ipl2AyZ1v2jO6DkClwVCWQ8r6WRaHaornakQWccVb1oX/55/pmWnBbEjxbUrp7VV9kEJTaLGO+L11OaLJDPl7yvdQellmCLTTlY8NU/SHxsa0WD5zw5sWXF8rD28A0TCNvKK05OG6m8UymgbTyqOmkdpG1K9SniNoaBljTgB4C4DfAwBrbR9A3xhzL4Bfq277FIAvAviQL6/jxoysU+HV4ZUlZWm/2uXVq+Z3aeU/KmFBK+VTG0mbSpAg79L9K2v4xtrL8YsHe3hrZRX4vGOucvg9Pi9DnWeQ11xCjHYo8U7L6yNBiutG0cGF5dWRl0E5uqBnCjxdeQ59aIpHXcEhl8ekZ0YbBWjRMh3ayANH0n1NvwvCZuXluvGyn8Fv93fR7e/i/v0XnAt3QxZ+qgcgJq2LS7xd+D3XPMqSBorf9WfHbsPVYR8PDfbHAVapXrHCqklZ1DXm0NQi1Yf/589G63BCh+KmDCKu/sfzImXp3cureLjyDgNpC8B5OdMam7H3hrxAqZtIqC0Ilw72DsWi2rc2mE+TPCLF2zeWcE8tX8vl2nnLoRkkGlyeRX6d2m6jCjfDY6dxbrjKiXnGJuAbO7Xrru8+0PjWMwV6lSFNZfSMe11ujGf6NQB+AOAfjDGvA/AogA8COG2tfaa651kAp0MZDRG2XGjb6dv3XxgPdLxjSRdmirJCCxBjXi5Zkm+7uYPVcuBcPxULXtejcLOSkher0Gm/uTrbmUo5pd+3PB3Xg0Z4REda+KxbesdfvrmD9YpDNMiR0isRq6zEcogrFavlAKvlADc8aWLaM5ZDoUHYVwct/9S8+P3U1nQwtLbgPmHgbEwWDaxVpwg1XtGZaFwW1enDGsdCXgU+GO1VW6q3q0Wu2sLeo0JdPgH1FTPNQ8cDrdKgx9/JEGGFCQ3yKPQcfKy6Muwnn10W8kJrfPW1+0blkFhnikITXJ4FpjV0+ZjGQxX4EKMwdQC8HsB91torxpiPQbgqrbXWGKMy1RjzfgDvB4Au3C5Yuka7ky4pB4DWIRlvEPocGvB4XfDj7YkzklzlxNQl1S3vsxYkyBvErXdNINNA7gJfa7JlR7sG96pOdr1yJfNplYRIxrV5pHGIP4/Eti1xHcA1tu7NB9/UDH3mx83ECjzqlG8e9icU7mkHnzquZ14n+RvnFVdopPXJ08d4ZmQanj/PdyteaDcmi1a0Gxi49ya0e02DHLRk+4QUb82Tu1d0cKeI4uwr35d3ivHWpPI9TZm0AYj3RzrvEIg/Aw8N8igUF47jEeEVj4V8l9S2UqGOqcNm0cE9nS6+ydbupI6xR+HplvJW80DHGKlaGfwa9xYDtzzgG0LuuRCjMH0PwPestVeq7/+CEbmeM8bcYa19xhhzB4DntcTW2k8A+AQAnDCF1eIcScS+AJcw0tyY18qBGkHXJ1QoBP/l6v6Ys+kIGhljEbIqtLrS35boWDJdzGDPj6G5Vg7wpWrhvQwWluiKrc0jzqHjCodc8HUgrd6yc0qBpLWtKy+6fnmwj97ejXH7pRyVEaqvCz7lRd7jAk1X8TaRdXF5oUgIEYdoOpSnqWmhNiaLusbYkPHGv7sEug/8PsmllPdJQU95H0/lkW+gcim//LlTBi1aYzUO0eKRWyHQulHqe2SwUZ1qeu0b41Gn4lET0PqTT3a5+p+L0zSeAbecBik8kmNaSh+O8ZT5jAxuYMSM3bK8kAwjQ5iuuVolqDBZa581xnzXGPPz1tqvA3grgCerv/cC+Gj1/3OhvFKHCu3B+W/yM3Uul8btetGuho+Z/uNIVCCCSBUGLiVAu0d7HrLayM29bUcucC2yOk8bo3U3ySNfe8S8J1/aEIcIMQoTcCuibkzZTbq5XQNdqpALeUD4d6lUUHqa3iZsMosupV5NcigVIaXJZbxpefgGOlkO3St51LSccVn62rVULwT3hgD1lH9u6JH3j9bkcEMxZow5Sh41NQZo8kBrw1i5sW3L8ewDNwBT61pX6Z8GcqOYVhcOyTeZhzSU+NRc6Jli4zDdB+CSMWYFwLcA/D5GO+w+Y4x5H4BvA3hnKJMTxoyndrSw7S5oAkRLF6sta4Iu9n5eH5cmOw2RfAOxJpTpmtweSffweFaufAnciptIw9b/kFJFQuv88mqKlTI1j04Yg/PLq+Ngd9ozaYMbMLkl2fWeYqO6p77j0IA6jZs7plyfMs0tR7mIlqw7AOr6HU1Y880FrnVCfHriXKeLdVNMHL3jQUOyaFRu7K5J7lV1Bd7lcB1q7LL+eTn0P6S08/tj8vDJMe0ZfOVq9eD9atvqh0HHIEYGApMDHTBSxJ8vh7HFNMYj30HnGuQuR9fifZ9MI6QaWeRVctUvlF/TSpJP4SFQaJwYuORrTExGnsc0i75hrX0cwBuUn94ak57QhTm06DNECjnYSaUghlQxiNEwfQMxYZrjQ1IErFa3uk9ZAAAGTklEQVQPbqFqW++1gSGGWFIw8fbfLDo4HrFLDmiGR8fN5AGesR14nb2r0DsmNOXx8ZWnefma4lDKQCfv17jtyzNF4eMHG5NXb7OIs92akkXHK1nEhXGM0hQ6rJtDa8+mPUPaZ/relgfABS4nYvpSncGfp+2ZAl3TniwCgGMYKUCx8Xx8hqyGaY1vl8LpMuC08aGuR8n3PlOcJHT/NPmFINtjyTGmtRrpu2cKnF9eRc+MApddEwsXtU4vF1zHEox3UldjxniaXAOodkhmKC8JSk9TFPSdtnyG0vmEN+XnWnflI5/03HBFa1t0sI2igyJSSDWBNVPgHStrY0vJZS1RB5Mc4lZwjIDj05NaGdNAWzxfZxcWPSffcu06KkCrA+VBoLahGCXXRd208nlarUyXYbNuboWvaBMniyV8YGXt0JEdvr6Sqiy5FJoUD3dokJDrheqce8nL2BDKq9xFpXmjuPeNtyOXb9KoCxlulJ682i7wcjaKDr4Uabw1hdNFBx/rnsS245gcDa7375NHIcVGyy+mfC1/7f2kjmkkP8jLPDGGOMrXOKTlTUaldog5fwZZf59RF+upbMaEjkRpDE6xhgHiBIYki8+y4kgRcFq5RwmZ/2YVVdh1uLAL8hk58ULPrxEo9D7kPaeOuJ0kShgcmCIp8Jrvvpg8puFRCLFexVB6vosvlbsah7T/TXosOI96ppgJj/ZYMNaj8MZMm2fse0yVGTHlpnLJ10fq1o23n3xG14De9llfQzPavZgKl6wNtdVRelk046kuUsYhLa0L65F5TitXOw4ngLERgb6agjHmBwBeAnCjtUKbw+3I9XbhZ621P33EZQDIHJohMo/mB4vKo58oDgGAMeZFjI5UWURkHrmh8qhVhQkAjDFfsdZqc8dzjVzv+cGiPtOi1htY7Lq7sKjPlOs9P1jkZ1rUus+y3u36wTMyMjIyMjIyFhBZYcrIyMjIyMjICGAWCtMnZlBmE8j1nh8s6jMtar2Bxa67C4v6TLne84NFfqZFrfvM6t36GqaMjIyMjIyMjEVDnpLLyMjIyMjIyAigNYXJGHOPMebrxpjrxpgPh1PMBsaYVxlj/tsY86Qx5gljzAer6xeNMd83xjxe/b191nXVYIx5yhjz1aqOX6mu9Ywx/2WMuVb9PzXretZF5tHRI3NoPrDIHAIyj+YFi8yjeeNQK1NyxpglAN8A8OsYnRR9FcC7rLVPHnnhiahOqb7DWvuYMeZlAB4F8JsYnSu0a639i1nWLwRjzFMA3mCtvcGu/TmAbWvtR6uOfcpa+6FZ1bEuMo/aQebQfGCROQRkHs0LFplH88ahtjxMdwO4bq39lrW2D+AfAdzbUtlJsNY+Y619rPr8IoCvAXjFbGs1Ne4F8Knq86cw6iyLiMyj2SFzqGX8BHIIyDxqHT+BPJoZh9pSmF4B4Lvs+/ewAC/MGPNqAL8M4Ep16QPGmP81xnxyjl3JFsB/GmMeNca8v7p22lr7TPX5WQCnZ1O1qZF51A4yh+YMC8ghIPNo7rCAPJorDuVF3w4YY9YA/CuAP7bW7gD4GwBnANwF4BkAfzm72nnxZmvt6wGcA/BHxpi38B/taA42b41sCQvKo8yhOcKCcgjIPJorLCiP5opDbSlM3wfwKvb9ldW1uYQxZhkjYl2y1v4bAFhrn7PWDq21JYC/xcglO3ew1n6/+v88gM9iVM/nqnlsms9+fnY1nAqZRy0gc2h+sKgcAjKP5gmLyqN541BbCtNVAJvGmNcYY1YA/C6Az7dUdhKMMQbA3wP4mrX2r9j1O9htvwXg/9quWwjGmOPVoj4YY44DeBtG9fw8gPdWt70XwOdmU8OpkXl0xMgcmh8sKoeAzKN5wqLyaB451GmjEGvtwBjzAQD/AWAJwCettU+0UXYNvAnAewB81RjzeHXtTwC8yxhzF0buv6cA/OEsKhfAaQCfHfUPdAB82lr7sDHmKoDPGGPeB+DbGO2OWDhkHrWCzKH5waJyCMg8micsKo/mjkM50ndGRkZGRkZGRgB50XdGRkZGRkZGRgBZYcrIyMjIyMjICCArTBkZGRkZGRkZAWSFKSMjIyMjIyMjgKwwZWRkZGRkZGQEkBWmjIyMjIyMjIwAssKUkZGRkZGRkRFAVpgyMjIyMjIyMgL4fzCIJ+2Bva/sAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), res_val[0][1:][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss_val[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "metadata": {}, - "outputs": [], - "source": [ - "k, pk_ref = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), poss_val[-1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "_, pki = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), resi_val[0][-1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "_, pk = flowpm.power_spectrum(\n", - " tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), res_val[0][-1]).reshape([1,64,64,64])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 70, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loglog(k,pk_ref[0])\n", - "loglog(k,pki[0])\n", - "loglog(k,pk[0],'--')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/dev/HamiltonianGNN.ipynb b/dev/HamiltonianGNN.ipynb deleted file mode 100644 index e713b54..0000000 --- a/dev/HamiltonianGNN.ipynb +++ /dev/null @@ -1,898 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Populating the interactive namespace from numpy and matplotlib\n" - ] - } - ], - "source": [ - "%pylab inline\n", - "import camels_library as cl\n", - "import readgadget\n", - "from tqdm import tqdm" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Loading CAMELS data" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 34/34 [01:48<00:00, 3.19s/it]\n" - ] - } - ], - "source": [ - "scales = []\n", - "poss = []\n", - "vels = []\n", - "\n", - "snapshot='/data/CAMELS/Sims/IllustrisTNG_DM/CV_0/snap_000.hdf5'\n", - "\n", - "header = readgadget.header(snapshot)\n", - "BoxSize = header.boxsize/1e3 #Mpc/h\n", - "Nall = header.nall #Total number of particles\n", - "Masses = header.massarr*1e10 #Masses of the particles in Msun/h\n", - "Omega_m = header.omega_m #value of Omega_m\n", - "Omega_l = header.omega_l #value of Omega_l\n", - "h = header.hubble #value of h\n", - "redshift = header.redshift #redshift of the snapshot\n", - "Hubble = 100.0*np.sqrt(Omega_m*(1.0+redshift)**3+Omega_l)#Value of H(z) in km/s/(Mpc/h)\n", - "\n", - "# Loading all the intermediate snapshots\n", - "for i in tqdm(range(34)):\n", - " snapshot='/data/CAMELS/Sims/IllustrisTNG_DM/CV_0/snap_%03d.hdf5'%i\n", - " \n", - " header = readgadget.header(snapshot)\n", - " \n", - " redshift = header.redshift #redshift of the snapshot\n", - " \n", - " ptype = [1] #dark matter is particle type 1\n", - " ids = np.argsort(readgadget.read_block(snapshot, \"ID \", ptype)-1) #IDs starting from 0\n", - " pos = readgadget.read_block(snapshot, \"POS \", ptype)[ids]/1e3 #positions in Mpc/h\n", - " vel = readgadget.read_block(snapshot, \"VEL \", ptype)[ids] #peculiar velocities in km/s\n", - "\n", - " # Reordering data for simple reshaping\n", - " pos = pos.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - " vel = vel.reshape(4,4,4,64,64,64,3).transpose(0,3,1,4,2,5,6).reshape(-1,3)\n", - " \n", - " pos = (pos / BoxSize * 32).reshape([256,256,256,3])[2::8,2::8,2::8,:].reshape([-1,3])\n", - " vel = (vel / 100 * (1./(1+redshift)) / BoxSize*32).reshape([256,256,256,3])[2::8,2::8,2::8,:].reshape([-1,3])\n", - " \n", - " scales.append((1./(1+redshift)))\n", - " poss.append(pos)\n", - " vels.append(vel)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Runing PM simulation" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "import jax\n", - "import jax.numpy as jnp\n", - "import jax_cosmo as jc\n", - "import haiku as hk\n", - "\n", - "from jax.experimental.ode import odeint\n", - "\n", - "from jaxpm.painting import cic_paint, cic_read, compensate_cic\n", - "from jaxpm.pm import linear_field, lpt, make_ode_fn, pm_forces\n", - "from jaxpm.kernels import fftk, gradient_kernel, laplace_kernel, longrange_kernel\n", - "from jaxpm.utils import power_spectrum\n", - "\n", - "rng_seq = hk.PRNGSequence(1)\n", - "\n", - "mesh_shape= [32, 32, 32]\n", - "box_size = [25., 25., 25.]\n", - "cosmo = jc.Planck15(Omega_c= 0.3 - 0.049, Omega_b=0.049, n_s=0.9624, h=0.671 , sigma8=0.8)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Run the simulation with Particle-Mesh scheme\n", - "resi = odeint(make_ode_fn(mesh_shape), [poss[0], vels[0]], jnp.array(scales), cosmo, rtol=1e-5, atol=1e-5)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# High res simulation\n", - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0), cmap='gist_stern', vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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Le+BZqCC/Wcu1xkjDk4Z2/ObLibz+pIkXrfnCvmRtURPl7+IcVhvBj9BPRLJzLeF3z6O8YXtpTDlcrrVxeL4P1TaqNs6PhE9CD92D9XQ9XIcOdUics4nrG3KuKNQ8cRvvC7VijdRPA0X6WR7o176P+0JfHkpoDegpbIbJMAzDMAwjBnthMgzDMAzDiCGv85fpdL20t783sEtLw6XN7e16mT0vacfPiugwUG3tD1Ubh/Mw7QCGpESyy6pgyQ8RHe4aGNDpCgYH9bQ4hgkLC1slCu912oF0OpzuLCrSoZfa2u8re8WKK5U9PBxOuXd36+n35cs/qeyxsbDfduz4hmrDMJuISCKhw6R4TcPDWEJGL9U8nYyODklnZ5j6AcNwnZ26nEl9/Uplc6gMS2DwsmYOlaVSYWiiuFiHU7EkiUh2WKoIpuY5zNZPU+/4XU5BkEqxz+j7gyEuXvrOy/+XLXuzsisqwiXBvb06VLtixT8pu6zshWB73757VVtnZ7eyufwJ3i8ssZJvEpm0FEKoqgHu7zMZ/exeQ37EfYl9zWVHGmnJPpa04KXWv6ZQ32+QvzbWnR9sc3kWDrMNQ5jiIIV+qpI6CMfhEUwNgOVYREQeozDqZfWrlD0A97ecnikuDYLPY2/vIdXW1va8svmZK4RQoe4LHRY63ZRmRmUtpH/A8BCH1Qrr9G9NS6dOYYNL+tMUEmoYyS172ELpG5po7EpX6rDwAQgFLyE/4nPeCM/vWgrXcQguRWkHMCTH4cdmKh/1WJUuSYahMk51cOMc/TuMEgIO8x+k0ijbKHz5ejjOADx/mRx+ZDNMhmEYhmEYMdgLk2EYhmEYRgz2wmQYhmEYhhFDXjVMmYyTgYEwNltYGMalu7r0ckDWB1122W/k3C+nJDhy5HeVXVsbLhpOJrWmgEuUoGZJRKS7O4wPs3ahuFjHYU+cuAI+q5fzV1f/WNmsF0qlwhhuff1Dqo3TF+zZs13Zq1dfH2x3duoUBDt26DQDY2PhEvHKSh2Trq7equziEn3cQwfDeO+RI38SbKfT90u+yGRG1TJv1Miw7ohT+WPZEYY1Px0du5SNKQg4jcBxKGkwkc26JYRTIWBaAV7OzyVK+PowZQGnBsDzF8m+3t/4jbBUwTPP6Pt55MhHlI0ldCoqdAqP2lp97VrrJnLwYLh09/Dhp+VMUZwZy1lqhP+9m5bOV5HeAseFS+i7V3RpXd3m0lA/UkFlGlYP6FIoR0gzgsvSWf/ES62Pon6ElrcPkG6Fy0mgDmcX+WcTaZa4BM/NN4f6tuef/xPVxqkBUIvIqToWLtRpZPjZ7ujYGX72aDgeFo7q34LTTbHXfoT3pZFK7DxGfjSPnsnVkBKhh767mvRtqMVhjQ+nBhjo3K33BX7GuqMBSsuwCXy0hcajteQ37EeYDoDLxPSBHk9EZAmVSfqj33pLsL1nD5cZ69b7Ai1iSYlOXTFnjv6dvYn8A8f598P2F3OkPLEZJsMwDMMwjBjshckwDMMwDCMGe2EyDMMwDMOIIc+lUZwUF3Mi/pMUUZx90aJPKLuz8xZlY26iggKtS1q16kPKvvjig8H2wYO6hEBfn9Z6cF6cgYHQrq3VcdfiEr0vzFNUXv6s/myx1na89NIPlD08HObK6Op6u2praNB5cDo7f0fZhw59JtiuqLhUtR08qEtx4L5bWnRuk3nzvqLspedpjUVLy18G25WVvwq281saJaX0DqhhYo0Z511ibdH8+WuCbdZQrFhxA9mhbunwYa1F4NITacqL0joY+skKyunDeYowp0w96UUWLdL5tw4c+LmysXQK53DiuD/nufnVrx4NtjFv2clz0vl0jh8PY/3e6+e5oeF2ZVdXP0X7aoe2ZXKm6EumVCkK1J6sIv3CCdIHsRYH9WGsoXhhgb5ny8E+dmyHaruGyqpgPiQRkQbwKzx3EZEB0hIdgrxMXEZl7txLlH30qNZEosapjjRMXL7lmT6ds6r+qXcG24WF+jngvFv43LC/LqB+Y60U6vmwbMiJxMS/L6eLvoT2I8w9xFo4zlv0ErVfBtexjcrIfIF8cOW81cF2isY19iOmDvz7OcoZxxomzDH1MGmuaimv1CY6j7XwnHDepW00RrJ+b+vWUMNVWKh9g/0VfZDzV/0mjPEi2b8R2yCXXT30BffDKWyGyTAMwzAMIwZ7YTIMwzAMw4ghz2kFvAwNhdP7g4MLoK1bffYwLWUupjABhgK4jEpd3cPKHh4OQ2nt7e9TbZxKPZnkEEMY4uISJd7r7sOyKlxGpb//MmVz2oGSknCJLacR6O5+q7J7e69R9j6Y6W5o+GfVduzYR+m4YRkETqFQWqpDBKmCdTnPGa8nk9FLRk8nmUxaTsCUcwamwBM0jdrd/bKyEzRd39ERLretqNAVvevqqum74XLp7u4D1MaPkZ56X1YThp5w6f9EpGD5Lfvm4KAOh/D1YLkIDhtxeJLbm5vDZcr19bpsSnu7Xv6P58XnWFu7QtljY3oq/tixcDqdUxvkk4qxtKyHkBAuzeYl+geor3qo36+CcihcvmbOnAuVjWkkfknL+2uKdF/x8nBc4t8CpVxEskMRPbSEPQou5YNV6QcobLSISks00DLtV14Jw8Ts6/w8tsD1lWZ4PNTHySpr1L4t2E5DqQ+9SP70Uzk2ItdDWRcM5bAfcYiO238O4fmmpL5/1Q06lF8EvrKW0nPw8n8ub3MQ2nm5P6cowFAvl9Dh53ceyRoE/IhLBDUXV+lzJD/6KfjRavLPViqjsz5HWgcRkXa6PpZefBDSU2wGfx1zVhrFMAzDMAxjWtgLk2EYhmEYRgyxL0zOua84544657bDv9U6555wzu0d/39N1D4Mw/zImCnmQ8ZsYH5kTJfJaJi+KiJfFJGvwb/dLSI/8d7f45y7e9z+WNyOnEsojcbYWKhnqq3VGqXa2u8pm3U8R1r/KOdxamq2KHtwMFzuyMv9583T2qJEQsdSUU/EuiMGdT19fa9TbZWVm5S9apVODdDWFl7PsWN3qDa+dl7KjVoq/ixqlpi2tsuV3dNzWNl1dbpEy+hoOIZgSYxEQsfIc/BVmRU/ckozhBom1j2kKH7dT5qRtrbuYNvTEu6aGh1j7+sLSzWUlu6nzzYqO0F6EtT5cMmSQSp5gNoiPt8KWkpeTykKurtD3QPqs0REWlt12RteHo5pBzhNAmsVMBUCL/FlenrOUzbqZTKZ6OdpAr4qszUWidY7YFmHXEuKT4FLrUVEukCfUUFam3nzdJoP1vEgGyoWKruKNECo81lA5VmepXQoqAk5dLxZtdXR+bOuoxb8bIzOt51SA6wmXc4m8I3V9PxxCo0lReEztvroNtX2QIHWgl1Bx3kWzhnvXWJyKqavyiz5EbMkq3xRCJchaRrQ9wx1PlhCR0RkwYIrlI0pGrgkySa6nykqwYPpKtjn2Ldx37eQL+yie5IiHShew/V9+rfletIhZZVzgWdwI/lNAz2fzZCS6P1U0uoB0vq9MKy1VL3QV5i2o8BP7EexM0ze+5+LSBf9880icqrg1P0ickvcfoxzG/MjY6aYDxmzgfmRMV2mq2Ga570/lS2qTUTmzdL5GOcW5kfGTDEfMmYD8yMjlhmLvr33XiJWczrn7nLObXHObRmgKUjDOEWUH6EPjURMeRvnNlMai8aGc33MOMeZih/1ZXJLHoyzj+nmYWp3zjV471udcw0icjTXB73394rIvSIiixZd7MvLw1w/g4NhanUuyzF37teUzdqj1tY/DrZHRnTstK9Pa0qqq8MyAZyzCc9BROTIEa2NGh0NU9Rz3iUud1JW9kLONi53UlCgy6oUFYXlW+bPv1e1JZM67ppK6RdPrVvSuZTq67UOCc9jzpy9qq2m5ofK5nxQ/f1hbqmiojAdPffLFJiUH6EPVVcv9ayFOAVrfJYs0fmqOPcQ6m9QTycicvy4zolTWhpeI6fXL6L8OR0UR0cNE3+XdTyYu4bLBZ2gkgdsF0J+lWLKc8I6FdYw4Ysol6kopvIYWD6IdWOce4fL0aBWivNITZNpjUX1pXUe8+Dg9i663ktJh8T3bBfc7yrSV3A5kKnknmoiDRvqSR5mPRDpWFDXwbl1Ouizl1KZCrynh0nPxvmfuCQL5urhfmJN4ehoGBXjnESrKZ/VkR6tcV0L54zXdziH9mQSTMuPFhdXeczL1VoSXiPnOOqeo3PzddN+y46FOYFaC3U/d3U1Sy645Arf76ZBfSlVMNZl3T/ScuI1pAr0uMCaLCwzIiJyOWiaOkgbxcdtprGOdVkI+wp+tifHb8Mp1p/QpXxQc4b9VkBj4CmmO8P0qIjcOb59p4g8Ms39GOc25kfGTDEfMmYD8yMjlsmkFXhQRH4lIiudc4ecc+8TkXtE5Drn3F4Reeu4bRg5MT8yZor5kDEbmB8Z0yU2luK9vz1H01tm+VyMsxjzI2OmmA8Zs4H5kTFd8lpLzvsCGYF6a8uXh/XiKiufUp+tqNTaCO91O2qP+LtFVHfuxIlQY9Lbe7Vq6+zU+ZAOHnxF2c6F2qIqyn1Sq09R1WIbHtafjdMHYZ6mCy/UOXMKCrQehWltvTvYTqV0vJpr2A0MXBxsJxI6Tnz8+A3K5jpg3oe6gsLCUNuQSORP+JhMFiqtEt4TrjdVW/scfbdJ2b2QC4TzIyWplhP2FWt6Ojv3KLu77QVlY8x9MWmluPZalMaF/Y/ruKGGae1a3Rfz5/+Tso8efa+y29pCnU5dXbdq6+zUjn7sWOjnrLPqIa1JlEiftV/5pDdZKBvAX1ZCv9eSLquuTuscOT8Wah9YR8d1BlEf9Kbq81TbM6R3ur7noOSCa2Zx7p2rlJ6tWp8vaZZYV4catksvfIdqu3GRzi/X0qLzy7W3vxhscw4q9o0Dx8OajAdJ+9ZIeXpWR2haUHOWqwbY6aI3WSgbqhYHdlRNwlV0v6OejddT/TTWoKOfHRvqUW1VpBtcR/6KvsM1/Dj/U0tZ6EeYN0tEZBv5ETM6Gi6sGFyu8wMuJX3p/v0/VvYOGFPfVr9KtXGeuBRoOfk5uIZ0nlHaKPSjjFgtOcMwDMMwjGlhL0yGYRiGYRgx5DUkl0gMSRmErUpKwmm3uno9VbZk8YeU/ULX55StS3Po5YzFxXrJYjodTuFxiKqvT0/31dbqaUZcBs1TqH19OuxRXBwuG62r+65q6+6+VtltbTcre+7ccNrfOZ1WgNMIYPoCEZHh4fC4c+bolArJpA5LYVqFo0ffrdpqa7+v7EWLPq1sDINiqoPCQj19fjrx3quQAS5d5jAaw2kFMFTBYYniYr3kPZ0O27nMSC+FD7aV1ikbp+nn0zQ2pyDAEA6HGPk4HOLAsiOplA6dZDJ/RscZovawHzlcXFExRHYYDuBz4KXj8+evUTY+QxyuyidJn5EqCBlshyn4q2g6vrNTp9/IUO6dNVBeIkNlKDBMKqJLoxygsjLXUKmJNJXYwSXeHErhUhOPgc9VURh4F/ngWnoudsJzcTHdo7lzL1E2h4kxjQKnvSgu1uXZWiAku5ZKu/Cy84cpnNUE59UM1zdM3zvdJL1X/YtL/LfR9c6lkCuPOb+E0N41MSkZUAawpFOXQeIyIxy+7YRQIZdN4RAW+mDziC6B1UTPweoBnTqgGVKbPEaf/eMVWv7B4VsMu3EIjp+pEejH1VxqKqnH8Q1lOuSIYVMM140kJp5LshkmwzAMwzCMGOyFyTAMwzAMIwZ7YTIMwzAMw4ghryKCZLJPaWjmN8CS/UqtuaiouJy+rU81kwmXuJ84cYVqGxxcqWwsnTI4qPUZuPRRJHtZd3V1qCPhcifJpNafIFwKhZfoM7hv1mSxXVauly6PjIRlVkZH9flnMvr6UP9UV1dObS8qe/Hi9cpubg6vF7VgmUzu5c+zTUFBsVrmvXRpGOuvq9M6t0sv/ZGyv/MdndoBNUysD2J9AS4l53IgXGbkTZSeH7U6HH/nkizICGkGeDl4mkoR4L54KfnYmNYQsC6uoiLUEGCZHpFszVxX15oJjymSfX1XXPFVZR87dgfsR+tf8klRQbE01p0f2JeDXmzx4jeoz65Yocs0bdignz/0B045IFKtLPSV+hKtddtMfjNA+iHUm/CS9SrSiKAGqJb2u4o0IbzUGrUoSS7vARoskWxtTT0sAe+htAgNDXpcflN3mFbgl6SzuZyu/b2X/J6yUQtXDSVFNk6h9MxsMFpQJB01oW60EEqavGPpG9VnFy3Setlf/vLLyl4PKTp4TOHfpV/BPVtNzzr7BpcLiSqNwuVO0Ae5XEsT+QL7UWoo3NdxSg3Q1va8snncQD/itC0LFlyp7B/BeXBZGNZv1Z5/o7Lr4POYLsXn0MPaDJNhGIZhGEYM9sJkGIZhGIYRg70wGYZhGIZhxJDn0iiFMjwc5pro7Ahjrf0nvqM+e/y4TpU+MLBO2R0dtwXb5eXPqjYujZKGcixlZTtUWyp1m7LLynS8FLVSy5d/VLWVlLyk7La2Pwq2jxz5iGrj8i1Lluj4dWlpuK++Pq3nwpxHIiLe63IEqDnZt0+noC8r06Ur6urCXEsFBcdVW1WVPsfubq3V6O29Jdg+diwsx5RO/1rOFJgb6uWX/1y1camXJMXyMb8O59bhz7KmQO9H+wznT0I9VDXlk+FSGpjX6Cjl6Skrm6fsOtDgiIikUqHG4NAhfU+4hMm8ebpEEOYb6+rSuVmqqnTcv7Y21ECUUUmL8vJ2Zbe36xIsnZ3VwXZHh9bM5RPnkkrnhfcby3uIiAwP36Ls6mqtU8K+5nI1rJEchDwxz1Gunb9o36ZszueFeZi47Q10HxqgXMZQty731Ep6kV2kgUHdSorO6TLSrXBeJsx1xjpAztmFZYF+k54Dfi5Yv4e5edB3M9Snp5tEokDKILcPao0471t7u75+7rsnqDwIMkA5ANeCzoz1a3fSeNSS0tojzH/VTOPCVirJgrokztfVXKh1ufxd1A8lqFzLS6SjW0h9gc8J6+SGKF/ZVeBHrKnksZj3hZpDrfPUWq5T2AyTYRiGYRhGDPbCZBiGYRiGEUNeQ3KZTIlajo6hstFRnUb+BBVyrq7W05UjI+F35859ULV5ry+rsDCc/tux43uqLZXSB+LwV2lpuKQa93PyuPVkfws+26ra+PpqavQSdwyPOaeXi5eU6OW5w8MNyq6pCc9jcFCHHHt63qTs/v6wjEpJiZ4mPXz4w8rmsOLChZ8NtgsLw+ll53IvjZ9txsaG1dJmLAfC0/EjIzpkVV6uwyVJSJtfUaH7lJfsY+gpLtzFS2Rx2fmcOReptvr6Xyl74UIIh6R0GJrDEhzew+lm/ixPRXPoubAo9E/v9fVwaLAcKoJXVOhQUEuLfp6OHHlG2RiGOZOMjg6pUGpNTZhuhEu2cKoADhdhOI/vPd8H9JUGWnaPpSRERLZR+goMrVxPpSS4XzElxaFD2seWUNiQwxaJRPhccKiarw9TfIjovuBr51An9iP7Mi87Lzi0WdkbK8NyNJiCIN8hueHRIdnXEZYmWQLnNUhlOo5TWIrD2avgGfW0HJ7Dt7jEv55KknAIjsO3mHYgQ350Ld0HDDFvPfy0auM0AqUkGfAF4dJ8Ds/Oo2X7XEIJS0ZxmA2X/4voFCqVlYtV29GjOqS8hspaHaQwYnjQ9IT/bDNMhmEYhmEYMdgLk2EYhmEYRgz2wmQYhmEYhhHDGS2Ngsydq+P5ixbdpezi4j9U9q9//flgG0ufiIgMD+uSC319TcF2VsoB0hYlk6xpCuO0O3d+l/b7KWWnUqEOCfVZE50Tnwfqo+rqrlNt8+d/kj6rY8VIefk3lL19u46bDw2FWo3+fr0slM85ldLaDSxB430JtOTvvTuRKFC6JVy6e8EF+lrnztUlLXp7r1H20ND7g22OsXPcPEobwfqgUoqLoyamuXmDauvvX6Ns1Ih4H12uhY+D57ho0SOqra5O+y6nuUBeeeWvld3W9n5lYxmZ9vadqm1sTC+j53NETQRrXPKJcwmlt0E/Wr5cP3/V1UuVzfoa1A/xkme+xtJSeMZIw9RaUKJsXvKNZR8eI13ZdbTsHP2IU2QU0HH4HqHvV1dfqNo4tcWCBbrETm1tmNaEy6hUVekxENMMsC5weFhrSVsp9QGW93CYyiDPGiYnupzIZrj/b1+ixxvWvrEfoR7sxIk21ZY6odN1rIB9lZLGbgC0mSIiLayrExdsdxw/oNqWUv9hmoRWGufOI40da7LQ91knx7pPLneCYx1rwXhf/f2hDz5+WGvdGikdDF9DFaT9WD0U/n7vypiGyTAMwzAMY1rYC5NhGIZhGEYM9sJkGIZhGIYRQ541TP1SURHGGFHHU1t7rfqs9zqW2tLyD8oeGAhTqaMuR0SkslKXDnEu3Fdd3UOqbdGiTyu7q+vtyk4kwnw8nIfpyJE/UzZez/z596q2efO0XVWtdQQ11XcG2319z6m2V175ezqnYmUvXvyhYLunV2sBVq7UfdPW9m/B9tiYjm0fPfoeOo7Os9HW9u5gG/OEjI7+leQL1jChLqK0VOfYKinRuYZaW/9Y2V1dzcG297ocSH39KmWj3uK8865VbSdIXzA4qPOiCGgGWIfE2g3UOSwhDUR5+fNkf0UfBfycNXMvvfRNZdfV/VTZqGlqafk91VZG5U7mzHFgVau2/fsPK5v1M1jS4kxqmET0vcD8WJWQS0dEpLRU58ThXESYpyqT0X6EOatEtP7r/DlaH7SRSocwTaCFayFtxn7KcTQf/GjFireptsJCnacHczYxrMl6+eUnlT029nplDwxsCbYPU94evt8NDWuD7WXL3qzaDhzQ/tlApSp6QLeE+YAKKH/R6caJLgHyZtAhcY4q1AOJZGvHME8VayivLNfasS0w5lxSo8f4ASqFw6DGCXU7IiJC9gbQC91xwW+pNn62e3v52Q+PwzokLpPDzxTmSPs15V1qovF2bHHog7eQH7W0aK3mZjpnLPeC2q6JC6PYDJNhGIZhGEYs9sJkGIZhGIYRg70wGYZhGIZhxJDnWnJFSm9UVvZssN3WpvMH1dSsV3Z7u46zd3XdEGyn0zq/RXn5s8rGOm4jI/qzxcU6lso1644fD4/T09Ok2srLdWz1wgvfEWyj9kkkWx/U3q7j23PmhPXwOB8S52wqKNB16o4fD2vAsZ7r2LG3KLumJswvgXoyEZG5c79Cn9X17trawtxYLS2/E2xz3aPTSSYzpuLhmNems/N31GcHB1cqu7v7amUfP/79nMfha8J6Ylz3qqxM3y+OgGM+Gq4nxblpzj9/WbA9rFMayY4d+hkYHdXngfl16up0Hb3h4ZeVnUy+Vdnt7WHfsAaruXmLsjHfyqJFr1Ntc+boemhclw1zz3AemvziZQzqRWHeG66d192t9RVdXfuU3dy5N9juIJ3KatIAbYU8VddSbqE312l//VHXXmUPgA9eQ/t9jGporQP9G9fz6zys7XQiqWy8hgupRt0o1Q/jul5DQz3hfkmz1NWnNaDt0OcrGq5QbaxpqSGdThKOm4acTbm0J/miG/RDrPHhfG3sR3Phmrge3ADlWmqE7SIafwbmXqxtyoe1FvIWNY7ofFcP09h2A+jMHtv1sGr7IN37Gqf9COvd/Zj2W0UarRRp8IZBo7eEcowtSZPmbn/4m/0SaJJEsrWpF5GubBOMTw3grxlxMhE2w2QYhmEYhhFD7AuTc26xc26jc26Hc+4l59xHxv+91jn3hHNu7/j/a+L2ZZy7mB8ZM8V8yJgNzI+M6TKZkNyoiPyZ936rc65CRJ51zj0hIn8gIj/x3t/jnLtbRO4WkY9F7mi0WoVNMFRWWqqn91Kpnyh7/nxdnsD7vwm2+/svU20ckvM+vEwskyIiUliow1tVVXppJKYo4NBYWdkLyq6tXRNs79qllwzv3v1Pyu6nKdYlS8LQBh+Hy1pw6AlLmFRV/Uy1FRXp8guZTBi2GaWyMJdd9qfKfvnlv1X24cPhVD0ukeWl8jmYFT8aGxtRS7NxWhuXKYuInHeenqpesECndujpCcOtIzTty0t+MUTHn+Wp9urqZcrGMgBcPoDPeWwsnBbet49Dos8r+3C/LktxYcPlwfaJE9qv6+u1P+7apcOROAW+ePEbVBuXwyguDsNuBQU6dLlq1YeU/cILn815HO7HSTBrY1E6MyqtENod6A+XKnNZjlWrblY2h4swVcIiCllxWGYtRCIGKHzA+72ewlAnwM8eK9RljW5crkPvGCobo9QV6+m4DRQ62wSpEDoofYGnEN2TB3+p7EYIydUu0GG2Z+h+Y6mXi4v09SxZolMhPPeclgs8D8e5bTSUP6QmJw+YNT8qyoyp8hspCJU+RmWC3nOZlmWwb/wEfhP4OurJr5B9FOrkkiXbyEZauN+XvlGfE4RvP9ixS3+WnpMqKieC5UXu7NQpXjj0N3xEh/3RJ8cg5YeIyFZK3VEKYbdCei4WLrxK2dte/LqymyClBh4zlx/F/tJ571u991vHt/tEZKeILBSRm0Xk/vGP3S8it8Ttyzh3MT8yZor5kDEbmB8Z02VKGibn3HkicrmIbBaRed77U3/GtolI7oqwhgGYHxkzxXzImA3Mj4ypMOkXJudcuYj8p4h81Huv5mm9915yLFBwzt3lnNvinNvS3989k3M1zgKm40foQ8MUIjDOPWZjLBpND070EeMcYjb8aDgiVGacfUwqrYBzLiUnHesb3vvvjP9zu3OuwXvf6pxrEJGjE33Xe3+viNwrIrJs2VyPy+dxCX9ZWbP63gUX/Luyd+z4r8pOJML0AKtX65hma6vWdjSuCGP25WUHVNuiRf+h7JERHQ/GsiRlZbq8xMCATvf+9NP/N9ju6LhNtRUV6Xhvd7fWDXR2hsu6583T6elPnNBagO5uvSQcS4C84Q07VVtf3y+UvXt3mK4B0wSIiFxwwa/ou3qZqEiY6r6sLNTIJBJpmQzT9SP0oXnzVvt58y4N2lALxmUozj//t5X94raNyl6wIOznigqte2tu/k367Jpgu7HxD1XbZZfpl7j29m8re8+erwXbx47drto6O3WaASwZ0EGagVrSj7B2DJd8z6G4fyqlS/Hwi2dxcahna2r6a9WWyeil8lu3/s9g++WX9RL1yy7Tuj5Oz4BpBvh+TYbZGouqqpb486pDXeTLsBx8DpR0EBFpaOhW9u7dWouDqRU4jUJr61Zlo95t1apbVNvatbrUUkvL/1L2vn3heFNBmpB2Wpb9Sk+oXbyJUhBsLG9Q9ipqV9Ay7HLS4F1Px0W9zBVUpuINDbrc1bPPPh9scwmWefN2K5vLimB5j62gNxxITC5Tzmz5UVH5fL8Z+mQ96IlYd1RXpzVpnFbgTeBHmYzuK0518Ry0v6PxetW2dq3W4V66X5dYOnQoHOc5LcQm8tdb4Lng5f1bKZ0Ba+EQ1ixdTGkw3k76zF2YcoNSlyx5w39X9gsvhOMrj4lLl+oSVw/v0hon1NGhFmowhx9NZpWcE5H7RGSn9/5z0PSoiJwqgHaniDwSty/j3MX8yJgp5kPGbGB+ZEyXybyOXy0i7xaRbc6558f/7eMico+IfMs59z4ReUVE3nlaztA4WzA/MmaK+ZAxG5gfGdMi9oXJe79JJEfaS5G35Ph3w1CYHxkzxXzImA3Mj4zpkufSKKXS3x/qTzAP0NKlXI5Aa2+OHtV5ORYufDrYXrHiHtXW1qZ1Sd3Hw30lEzoWXl6utR7btv2lsnfvrg62zztPl304fFjrqhAusTI4qLUAHGtFrUNR0ZtU25Il+pxYw9TQEOZ4OnRI5+7Ztetbyi4sDGPsY2M6nvv88zp+7b3Ob1Vb+71gG++dc1TD4zSD8X3UyCxapGfQOefW0KDOO1VUFeqwLr74/1VtWPpFRGR0NDzm4KAuPbB0qdYIbNum8zIdPfr7wfayZfo4+/ffoOxksijYxrIvItl6IM5rUwo6kGtJp8L5njin05w5YZ6m7dv/MfKziUSYBytDuVd+9rPvKTuZ1Oc8f/4a2E9ehx/CKz9aXBH2F/fV8LAuX1NR0a1s1NdU12idMGrSRHTuJb6fb37z25X9+ONax3noUOhH8+dfrtoee1F/tgPy62ylnGIp0jJzqYkOH15PK+lSKip0aanN5KPYj4co/9OuXW3KHoPyGFimRkTkySepdAblOnsTHHcI/ChB+rPTjROdswe1OlzqZnhYLzSYO3e1svFZSiT0dXDevjSUlWF91+//vl7c96MfaW3cwMDd4fnT71AZ5X7DPE2cZ4lhjVMrlGoqpftbWlqn7I3kV6hhWkT6rVde+bmyUc/FJVd6f6rHstXkR62gM8NyNCM5cgtaaRTDMAzDMIwY7IXJMAzDMAwjBnthMgzDMAzDiCHPIgIn3oexWazxlkiUqU9mMloX88Y36pw6hw6FuSY6Oh5TbcuW/bmyjx0LtS3Hj+tcPIcO6fpiQ0Nac1BZGeo1Rke1TnDRok8ru7393bCtcxydOLGE7KeVjfXGurp0rHvnzu8ou6xM5wyqqQnjzgcOfEa1sZaqtPSlYPvQobtV28iIjiNzTT68vhMnQi0a1qc73YyODsvx42HuIqzNVln5pPpsIqH7ceXKjygbr3dgQOfyWrjwB8reD7lMOMfW97//CWWz5iVVGNYpGxjQ+qcLVmr7lZfD/DkFBUWqjXOmsGagA7QMnZ06j81zz7Urm7UoNVC3jLUnxZgThb6L90JEZIzqZ42O6nuA+oP0GUweOTI2Ii294RiyrCas/7dgwZXqs0eP6nw5adL1zJ17SbBdVqprOXJNwqNHX4Jtrc341KfWKLui4kZlJxKhjqWO8iNdvUTr6LDGG+cm4rpeDGpy0uRzrcd1HrsBysVTWbko2O7ufjnyOOhHY6Q9YX0X52laAPmfUlBbbFs6v4kkyzKj0gT6ItQwnX++1t3u2qVrgjKNkE+pslLXFWQNF9av4+f1Qx/S+dpqaz9F+wr79oILfku1bYE6nSIiVaBf7CFd1e3Hde7EdERN0fdTTrkO8o1tpGmaC+P6AfI51uBdCZ9NwO+oSHY+K66/eWfX3mC7FD77ytjEulybYTIMwzAMw4jBXpgMwzAMwzBiyGtILpEYkLKysHQClvQoKrpQfbarS4eSOju13d8flgkYHv5b1cbhvGRBmA6gq+ta1bZly78qu7FxmbKTybDUyO7dH1NteC0iIgMD4TJ8vDYRkcFBvcR04cJ1yuZltcjomA691NbqpZ+4fL6vT6eRT6d1KQM8r+rqJ1RbQYEuycKlU/D6sExK7pQms09BQbHU14fp7ktKwqncI0f08lkOMQ4NFSobl7VzmI1TLlRWLgy2X35Zp19ob9clLC666PvKrqp8Ktjetk2XuSks1GEpnEIuoullti+gsMyigc5gO5HQZW0KC8vJ1teHpTU4/DEA++V9cWhocFCXC+IwIqZN4CXN+aSooETOh1QKJVDSYx8trR6lEhccasK0C7gfEV1yRkSkGsqxcCiFS+E0UsmLFCx7fvHFr6s2Dj2sgs+2UFsz+dFjVKZi9VA4DqTp2d5F4dkBp/3sB3ANjVR+p4OWv68BH8R+ERHppLDhflpW3wvngSVI0on8+lR3slCF4a6H0Pbu3Y+qz7IfNXfuVTb6FT/rVVU6zD8Pygq1U4mV56E8i4jIdUk97mGIHcuKiGT7EfrKEtHlvQ6mtIyGy59gyZ00jUfNhblLlIiIJKEvrqfxiH1wM4TI11P5qG0U9l4dsS/0oxHHZcFOYjNMhmEYhmEYMdgLk2EYhmEYRgz2wmQYhmEYhhFDXjVMBQVdMmfOg4FdVhYubywsvFZ9tqtLp9Hn5fKpVLg8cOHCz6q2/v6rlI3Ly1mbgmkOTp6jLn/yuteFeoanntI6l0xGx+QXLgyXTCdpP3v3aL1TOq2X4w4NhTHqkREdr8a0ASL62kVEXnwx1CI1NHwl8rO9vVcH2xUVm1VbS8tfKvvIEb0kGrUrVVVhPNs5vST/dJJIJFV8v7HxC8E2X+u2bTptQnu7TuWAGibWnpSV6Rh2SUm47DlJmoARWt7PaQXmzfsKtP1P1TY2ph/BmppQ13Lw4J+oNtY1sA5pYCC8fl6mjbovkWyd0kFYho4pBkREKiq0Dm5kpB+2qRxCq9Z3cUkH7DtMCXGmufzyUFvW2qr9ee/ex5X9LC1NTpNuC3lDmS5TUVvbGGz3kdaE0xVw3+GS/dWr71BtvC9chl687UHVtpX8aCnp244Vh2PX9lGtB30DnL+ISAuVfmmic0bq6RkrLAw1MG1tND7S9Vw/pPWVyAbol6Ec2pPTRZlLyDrQZl122XuC7T17tJbxuQM6pc0q1gpCiZokpVX4yQmdFuSa+lAT20V9VUo6JPYNfGbxfEVETpzQv7v43W/Tc9BaqDVMrZT6QJVVofFIKK1JitIZoP4tRX3BWrirwH9baPy5nvyR+xxRfpQwDZNhGIZhGMa0sBcmwzAMwzCMGOyFyTAMwzAMI4a8apjS6TnS1vb+wL7wwrDkx759Wm9y/Pi7ld3V9XZlJ5OhhubQoQ+rtpKSg8qeOzfMNcGlQrq736rs5madl8K5sIsuueRPVVt7+7eUvX9/mKdocFDnp0kkdA6O4mJdUgK1VKOjWtvR33+ZskdHdW4XzGdTXq51SczQUHhehw/rvEWsyaqr1/qukuIwJ9XcuaEup7CwNfKYs0k6PaByBtXUhLqyAwe0nuboUZ1nist0YM6RTEbrVrgcyLx5q4NtLlPAcf+9ey+i4/xRsH3eedrPjx7VGoJt28JSBd3dT6o21LBMdM6oyRqmHDh8jqxhQgpIIzBnjr4ezDvEOhvOrcT5Y1DDxFqpfJLJpOUE6EJ27QrLL2xo3qA+e1P3K8oup5I1qBnhfDK76D5gv6dSuqTQZronRZRDZmCgQ3KBujIRXU5pL+lDLqjSOY+4nA1ST7mD+vr0s865lpAe0vqtID/CXEsD/VqjU5/Reem2UokZ7PPzQBt1NJHXnzRJZ9Kq3Mb27d8Mtoson9f7Sfs2kNTjq2ojLRbrknbBWDZA/cw6Hc4bhlrI5mY9Rnqvx5SfQa6wJtLqbYJcUCLZvoLaoyrSwjXTvpqGdY4nzv+FzKF8TzthbLue+pj7bRvlRasCP0MNVq4yLzbDZBiGYRiGEYO9MBmGYRiGYcSQ1/nLTKZY+vvDadlf/CIMp3CobGhIT9eXlr6kbAxTVVS8qNoqKzcp+9ix24PtwkK9xJLTDLS3v1fZhYV/E2xfcskXJIqenmuDbQ61cOoDPi6G8DicV1Ghr6erS1eYrqr6RbDN/cgpCjAkNzLSoNp4WT6nHcDzGB0N0yJ4nz838t6rEgP794chAU7rL1TVur5el9/BUASH2Tgsdfx4GELlJfoMn0d7+xuC7eJinZqC7zWWFuEyI+U0Bc7HwfAYV3vPXrKu7zXum1Ms8JQ+HtdR6KCClgvzeWDfDQ31yJliLDMqPZCGoaUlLF/D0/jMBgqNNkH4lkOS9XT9GHZbR6E9hktpYKoIbuMQK/b7AIWpOOzCfjQIob80PQe70jr0t4S+21oQhhl5+XclhRj3g0+mKbUBL1HnpeWrIJzLqS3ySVlmVJrAj5pfCcfitRyiovFoM6XVwBAXh4Qa6PlV5WAofJUVFqbvXgwhPA4L85iDvsMhVr4nnDoAQ4N8Pxtjnv0eeDZaEzp9gacSQk1wXE510EGyBb4HD1SdH2xjH4/lCAnaDJNhGIZhGEYM9sJkGIZhGIYRg70wGYZhGIZhxJBXDdPoaI0cPfq7gY26iuFhnUagvFzrkgoLdQp+XNaOuhwRkd7ea5RdWroDjsPLnPVyxoEBva8jR8KUBXPn/qdq6+zcq+za2u/BMXWq/6qqp5S9f//nlY1L81lnNTys9VyjpH8a6A7bn39+i2orLtYpFlALtmTJJ1VbRcWvld3Wdpc+zkCoG0MNFqcjOJ2MjQ0rPdGxY+G9LaWlx6xLYk1Tbe2KYJvLB3R17VM2anx4yT7rg7q6mpWt9639vIB0LBUV4RJZ1kpxSZYjR/S9xuvn0ii8JD1Dy7Yx7QDrGLiESTEszZ0zR+vCWP/U23tY2aiz4uPkk4T3UjoW9sGSzt3B9gCllNhcrsubXEl+hcu0WUs0ePyAsq+qDpf0s76rgVIDvEj6oEYYb1hXxvcIyxi9idI3sP4JnycRkVLYlx4tRQYojcQS0g+hnob1IpwaoBH6jZ9dTuvBz9wY3Lvt4EdDPn9lmiZi/YlwHGcNFy/DbyHdFpb42EPPxvWUGuJhWFrPmjte3r+a9rUE0mQ0kx95Ose1MOaUz7tUtdXQuPcy+S/eb9ZZXTOs05wsIW3cAFwD+9Eu8o1m8KOWlNYwXVGmS5D10Dk2wXbVQGew3ZlDx2gzTIZhGIZhGDHYC5NhGIZhGEYM9sJkGIZhGIYRQ37zyIuTZDJ8R2ts/FSwXVf3kPpkW9sfKXtoqFHZnZ1hPhsuFZJO63g+trNmKbvMiI5dtrX9YbD9059qnQvnH0KtFOdD4s/OmfOgsnt7rw62y8ufVW2ZjM6VkUxq3UDChbqr/v461TZ/vk59j99NpbQeoa/vdZE26pZ6esJ8Wun0P0q+yGTGVN6VpUvfGGxzDiDWJbEOAvVPrPFhfUk3xP3LKC6encNJf7enJ9TfPf/8V1UbazUqKsLcWKiNmeizXLLk8OGn4Ry0foK/y5oR1BNx+YtiKieAWrB0WpebSaW0fqK3V2voUO/FOpx8wvlz7q8N87GsLdXPUCX5wnODx5VdCrql9eRzPQld/mIA9EJbS/RxLimuUnYHlZNAnUfjIa03ZD3MY5WLg+10j9Z/vqFMa7JYK7fl4C+D7RTlsRkgXy8hP2qD/Dqrh3Q/LSF/3gw6kSbQj4hkP1Ncgge1VHeCTu6rpN853ZRmRmUtjB2oU+IyHKxp4hIm5R2hju7uPq394+/eARrLzaV6PGIdTynputYOhn19PR1nAM5BROQx0Nz1kI4qDT4mInLB3IuVXdQS5u1jnVUPaTcfpjEVS+5wzibWMOG+uU+F9tsyrPe1HnznGtBxPk8a0FPYDJNhGIZhGEYMsS9Mzrli59zTzrkXnHMvOec+Of7vy5xzm51z+5xz/+GcK4zbl3HuYn5kzBTzIWM2MD8ypstkZpiGReTN3vvLRGSNiNzgnHudiHxaRP7Be79CRI6LyPtO21kaZwPmR8ZMMR8yZgPzI2NaxGqYvPdeRE6JRlLj/3kRebOI3DH+7/eLyF+KyJciD1bQIzU1Pwxs1MQUFPTRZ3X8m+ueYb6kdFrHiquqdA001CnxfrlGXWvrHyu7ry/UFWQyWmPAuhA8Tlubzrczf/6/K/v883XNOqwp9sor/0O1cZ6fhQt/oOx588JYcWfn76i2gQEdV8Y8VNynrP3q7LxK2YWF4fs15vk56SLRzJYfFRQUSTXkIMG8P1wTi3UQmGtIRGR4OPQ5rmtWTrl38F7zfef8SK9APSkRkTRoT35J9/I3KB8ScuzYTmUvXvx6ZS9YoPUxbW3heXRQvSXOD9TQsFbZ2KcJqj3WRzoH1HdxHa805VPpIf0Mwv0Yx2yORQOJApUn5irQv3GOKtazVVE71tDium0DSX2PRuA4awqi85fdQnqShtFQL8Z5bTj3DupUuA5ZK/U732+8hvWkHWokHeCXSf+0qiQcAzeRTmUt+cI1UPMsq04Z1Tgrpe82QJ9jnqx+0oxNxGz60bBLqjxAWGcwLj8S26g14tprfL/xOOxzXNPtls6X9XEghxX3O9ehwzxbfL73k1aqqEjnB0zAObO2iPN3PQA58UR0TcKeMn2Ot5D2EfsmSxtF/nsb+RFek/ajiV+NJqVhcs4lnXPPi8hREXlCRJpFpNt7f8ojDonIwsnsyzh3MT8yZor5kDEbmB8Z02FSL0ze+zHv/RoRWSQi60Qkulw74Jy7yzm3xTm35cSJM1ed3DjzTNeP0Id4pZtxbjFbY9HI6GD8F4yzltnyo8Gx4fgvGGcNU0or4L3vds5tFJHXi0i1c65g/I18kYgczvGde0XkXhGRxYtXeQxbdXe/Ndg+ceIK9T1e3s9L7fv7wzIdHLLq62tSNoYBh4Z0mQAOyXHagVQqDFtxWIPLPvT2FsNnd6i2dPpWZbe2/r6yi4rDKXQOc/BxUqnfVTZOqScSI/TZY8ru7Q1Df1wKhe3u7jcpe3g4nHLVYYr4kBwyVT9CH6qtXeExBHYIllfz8vckhUPKKe0/lojgMAyX7cBl+OwHlTA9LpI9NV1YGE5d/wZ9d4RS9aO9i8JbmVd+ruyDB/X14XHYh/bScTnEgaEzDkFxv/ESb4SXqHNYFEOfXL5lKsx0LCotn+dxqXZj69ZgexulFeAwxflU/uUo9AeHLVLUl5h0gK+fQ7scXsDz5SX7pbSvtf3hc58VQoT0EyIiHe26DFWTSwbbfD1VlOqA0ygMwHfX03J2Xg6OoUIO0fRRSISX1eN54XdfnGJplJn6UX1pncew1oePbg+2mymNAvaNiEgzpZHAEibczxzaZb+Kgr/bmgjPg0OsDB6HQ4wf7NCSgZ7juiQUPjccJuR9XUNyCUzHwf7bXKjHV2xnP+J+4hBkLh8szNG/k1klN8c5Vz2+XSIi14nIThHZKCKn3gLuFJFH4vZlnLuYHxkzxXzImA3Mj4zpMpkZpgYRud85l5STL1jf8t5/3zm3Q0S+6Zz7lIg8JyL3ncbzNF77mB8ZM8V8yJgNzI+MaTGZVXIvisjlE/z7fjkZ+zWMWMyPjJliPmTMBuZHxnRxk1kSPmsHc+6YiLwiIvUi0hHzceO1009Lvfdz4j82c8yHpsxrqZ/Mj169vFb6KW8+JBL4Ub+8NvrmTPNa8SGRHH6U1xem4KDObfHeX5n3A7/GsH7KjfXN5LB+isb6Z3JYP+XG+mZynA39ZLXkDMMwDMMwYrAXJsMwDMMwjBjO1AvTvWfouK81rJ9yY30zOayforH+mRzWT7mxvpkcr/l+OiMaJsMwDMMwjNcSFpIzDMMwDMOIwV6YDMMwDMMwYsjrC5Nz7gbn3G7n3D7n3N35PParGefcYufcRufcDufcS865j4z/e61z7gnn3N7x/9fE7etcwPxoYsyPJo/50MSYD00N86OJOVv9KG8apvE09HvkZN2eQyLyjIjc7r3fEfnFcwDnXIOINHjvtzrnKkTkWRG5RUT+QES6vPf3jD+MNd77j525Mz3zmB/lxvxocpgP5cZ8aPKYH+XmbPWjfM4wrRORfd77/d77ERH5pojcnMfjv2rx3rd677eOb/fJyUKQC+Vk/9w//rH75aTDneuYH+XA/GjSmA/lwHxoSpgf5eBs9aN8vjAtFJGDYB8a/zcDcM6dJyfrHG0WkXne+9bxpjYRmXemzutVhPnRJDA/isR8aBKYD8VifjQJziY/MtH3qwjnXLmI/KeIfNR734tt/mTs1HJAGLGYHxkzxXzImA3ONj/K5wvTYRFZDPai8X8zRMQ5l5KTjvUN7/13xv+5fTwWfComfPRMnd+rCPOjCMyPJoX5UATmQ5PG/CiCs9GP8vnC9IyInO+cW+acKxSR3xORR/N4/FctzjknIveJyE7v/eeg6VERuXN8+04ReSTf5/YqxPwoB+ZHk8Z8KAfmQ1PC/CgHZ6sf5TXTt3PuRhH5vIgkReQr3vu/ydvBX8U4564RkV+IyDYRyYz/88flZMz3WyKyREReEZF3eu+7zshJvoowP5oY86PJYz40MeZDU8P8aGLOVj+y0iiGYRiGYRgxmOjbMAzDMAwjBnthMgzDMAzDiMFemAzDMAzDMGKwFybDMAzDMIwY7IXJMAzDMAwjhhm9MFmlZmM2MD8yZor5kDEbmB8ZUUw7rYBVajZmA/MjY6aYDxmzgfmREUfBDL4bVGoWEXHOnarUnNO5CguKfUlRRXhweFkrzaTVZ0dd9ORX5dhIsN2XLFRtY+KUPVBQHGwXjQ2rtiS9MJZkRpXtXbgvfrVMR5xjGe1nlM6Jr8/B3vmcSmlfGaf3hZ8+kUiptk64dhGRaui3Ij+m2o7RZ1M+o+ziTPh5PGZful8GR4f1SU2eKflRcUGxLy8sm/AcuZ/ifKh8LPS5/oR+FPjeYj/WxPhQMfVrFHwc7HG+njH6LPs5+hBfOfs1k4F9cV8cLyhSNj576BMiIl3kQ2Pkq2XQ557aWoe6O7z3cyJPdGKmPBYVFxT5ilR5YOOzUEZj0YhLRh68PJPbj4bpu9iX+CyKZD9vRZncfpSg0Yj9CH2f7z37Dd8j3FMixre5fRT2NcB+lCQ/gn7jc+ymz56gfeEziNfakx6QgTyNRSIiFclCX4+/L9A//GyMZI35GuzbYfos+9GJZDjO4zgmku1HbONzx/ePf1vwnNkf+fllv0If5ePwOQ2TPxfCcYfo2vuS+jcOf2v5HON8sHZsKNjGZ+jY6JD0jaWz/GgmL0wTVWpuivpCSVGFvO7CdwR2/Wh4smv7j6nPdtDAy1zXF5bsebJigWrroReoF+dcFGwv7dqn2qpo0Fo9qJOOYifyoNRaUJLz/JoGoq+H7RTc6CoasC8f6FA2OwGe11Pl81Xb/XUXKPuW7peD7cZhVQtRvgT9JCLSkB5Q9qqh7gmP+e19P5IZMCU/Ki8sk986/8bwHEf6g+21g53qs3E+dPWJtmD76bK5qq01Vaps7MfbuppVG98v7Kc4+DgDMDhcTtfTS37dQy/HKcE/QPQP0CWD0cl00ae4Lx6qWa7s63vC27VquEe1PVC7Qp8jnXNTf1g6ip+nv9718CuRJ5mbKY9FFalyuWXFbwZ240hfsL2uX5e3Opgqkyiu7m8PtrnvmosqlY19ic+iSPbztpyeT4Tvbxv5Efo+3/ssPyIb980vMuzbfB543OdK61XbQ9XLlH09jOF8jo9Un6fsTTSu4TOIx/zqyxtlBkzZj+oLiuUvF1wZ2MvBj7ivWgrLlc0vDfh59pv9ZG8qmxdsXwP+JyIyn/yI/QqfO75//NuC58y/F/z8RvkRH4fPqZnal8C+dhVXqzb+vcfnlc9xK/ngt8kHbz8e+hE+Q584skUmYiYvTJPCOXeXiNwlIlJMDmMYkwF9qCzmx8swcoF+VE4vGIYxWdCP6mjGwji7mckL06QqNXvv7xWRe0VEKisX+TH4y+F4YRieu6fviPoezj6JZP819lxJXbDNb6D8Jt8xciLY/h2areE33xRN6dVnwvPgv7Z6yuiNGqZG+c2Wr4ePg/DbN/91weeMb/Yt9ELBx8FZiceqlqi2i8+7VtmLF79B2f/09BeDbbwfHCqaIrF+hD5UUbHAvwKzGIfg2reSj/BfcNf3HlL29pLaYHsbbItk/4W3BHyIZ7L4OJU0a4nwjCb/RZcCezudE/tQKYVH8C8+/iuTnwk+D/wrnT/LfzniZzfRLN7g8rcq+8pL36Xsh3/40WAbZ6pmyLTGopfnXxa0PQD9dWfnHvU9nkm+qVeft/Kj4hrVtq20Ttn4bDfRTBaPL/ycR7XxX/s4U7mbxkf2ozqyB8EHeSxi3+B2nDHlfmsBOYaISOtQ+Fk+/z2N1yv7vb+lz/Hf/zX0fZyp4tDPFJmyH5WVz/NfmLc6aLsGZq1v7GlR3+NxnCMH2Ld8z/g3Dme1V8bM+kX5StbvX0Q4j8dE9iMeU6KOw7P/jbSvVmjn8SfKB/n8Pz1/jbJvuO3Dyn76vv832MYZvly/aDP5pbNKzcZsYH5kzBTzIWM2MD8yIpn2DJP3ftQ59yci8iMJKzW/NGtnZpwTmB8ZM8V8yJgNzI+MOGakYfLePy4ij0/6C2MjkoFpyudhmnE1TSsmKFzUSiJqnKLcWqYX1gyQqn5NcVW4H5om5mnFhoipQ55y5KlCnA7EEI5IduiFwyl4HJ4iT7MwmPaF3+WpWz5Ow+hgsM3hggSFCLZs+RdlYxhuyXAobiycwqqwiZiKH6XGRmQOnAfez0YKDzxWuVjZLMLEKeatJbovemhlWB30a2uMWDdqxRLDU9Poj4vJh3jFI08/o9/HhVLYh1AIHPeMYD+yGLeffOjffqxT2dwJzz/vdyZMdSxKjg5JecfuwF6fCPuO+3Vz+Txlo0Cc4dAu39+q0nCsaj2+X7XxPZsKHO7Bvp1PwnwWiEfB58R+w2MghvM4BIdjhojIWghJsYRhkETgf/M1bb8fwnBRIZmpMlU/qh0dkjs69wY2jreD1Fc8xvDvyUF4RllawX6EfnYtyVn4nkX9TkWJvEW0H/HzGreoRn2Wzqk+5jcNx1D2V1zoI6JF31mhy1G9ovmFB+5R9nvAB/H6CnNIZizTt2EYhmEYRgz2wmQYhmEYhhGDvTAZhmEYhmHEcNrzMCFJn1ExRdzmOOvKuauV/TDFQFEjxLFxThqJ8dGNlQtVGye6Yp0Lxns5vhu1fJO1DKxraRzSugKMO/Ny8qgEdiJau7IkreO7VUM6To7xbtafHG99Tp8T6J1E9DUMQLbVTFbO2tNHoc+oe496G+7j36BEnA+R1grvNfdbU/cBZaN/bqhcpNpWD+g0A6uHjis7Df3DerSoZbycBJE/y7F8XGrMSQNZD5Wlf4JnhBNxNtDyZ0yoyfrB0qNaI3sb6X2wH6OWzZ9uSjOjKj3EhoqFOT+7jpK/3k/+juMNjye3kU4JdR8PU3JGTjMQlUS3LSaVB6Yo4ER/3O9RaQZYW8T6mKiUGqWUgXrtqH5OcDk8j5c1HbuUfSeNy+hHeP6cffp0U5oZVc/DE+BHrGPl3x7WSaKmi/3o2hOtyl4P48hTZVpjxwlv4/S0UeD93UzjEfsRa7LQTpHGTmKefdx3VoJP0uThcficMOWESHYKhs4cGuVcfmQzTIZhGIZhGDHYC5NhGIZhGEYM9sJkGIZhGIYRQ141TAXeq3jzeojLck6H3t2PKHsVta/vDWOTccVPMV0/x+Q5NwamthfR8fGsQqkUC/7C3EvCc6J4LsekG0XHYRGOw95Xv0rZXFICc3+wxiCqSCfnqMjSP9E14L4xh1E+VQNJn1HnhTHqrILG5EMFpEFrOhEWrWQdx3LS3mCsm/UuzZDnSyRbb4D3gHOKsHbvs/MuDbZZo8T5f1ibgLH+Aor7czHTq8nP8Rx5v+wnmC+GdSpNaa0fjNJZsW4lnyTEq3PHcif8XL9u53eUPadQ5xdCzRr3HZeowfvNhYr5u9dRKR+8v+xHaXoK/xcUhOXxMGssIjsql9ET5Pusl8Fnk/2VnzEcT7P86IQuKMv7wnNEPxrL62iUDRbC5Wfw315+Utn7yY/mg2Y0rsgx9jOXuOK+isoTx77O9j/CbxprNRfT70VUmRXWl3K+pKwxB66P9ZdR5aXYd1mzxMdBG3/TcvmRzTAZhmEYhmHEYC9MhmEYhmEYMdgLk2EYhmEYRgx51TBFwTHN6yl+z/FRzAnB8V6Ol2J8nHMpraUcM5xrAuO2G6p0bbKo2k+sC+DjYB4jEZ3ziLU4HN9vLdR1hlAbkPVd6jfsZ87DlBKv7Ju6X9HHhZxHeJzhmJwws4mT3BqLZsr1cRPULRPJvid4r7N0HNQXGCfne1dPeZe2F9coG7Vh3Occj1daItIIsIaA9QaYP4frzrEfcO0x9OW4GlHYN3w9nFuG8xCpvGZULyufJERr/9KZ8JpY53hH1z5lsy4L+4DvCftqR7IoZ1uUVkxE5zhi/VdUTjjWDrGv4zmJiCyG73I9NH4u2I9Qb8KaT/Z1HKfZj1gXeCfU/RPR9w7H9JE8jkUi436UI6cQ9w1r0vh7u2Fs5t9D/o3LlYdKROfgEol+nvkeMXjPWCvMx2U9ZlSeNf6N5vPAdt4v+xGyu0j7DddLvZnqgCp9aUROv1PYDJNhGIZhGEYM9sJkGIZhGIYRQ15DcsV+VE0t4lQhlwr5EpW1+OCxHTn3y1PbPFWI8HF4eprLFaDNKQf4uziNx21MZCiGlj7ylGRU2RUOCaQpJcFxWMp8I035P9m8QR+HpjPxfuF9zGc5ggKfUfcXr5fv+xfmXKzsD3bsVHYqE07r8/2oo32VwnG4ZAX71EO1jcrG6WZOCbGKwrrroXRNVMh3onNWpQjomeBl5y1Fekkz+xiC6TJERC4Gn1pBS+P3bf8PZbOvYliXwwz5hNNToB9xX90zf42yP0jlX1RaDwrXcVoBDJdwKRQOwbL/YpjqFgotcMgfQ6FRYw2fk0h0eJbHpmZaGp+C+8vH/TKNRQkY4xsbr1dtA7/+vLI5RIX+i89jvmcAnPfqWcNr5jDTg/Ss3EiSAdwP93NUSRp+jngc5LQ0GMLE9DwiIiup7AiHsJCoNAJ8HuxHfD1RKXvYj7gUzGPVS4Ptggvfodou3PplZXM6DpRxYD8mKfR8CpthMgzDMAzDiMFemAzDMAzDMGKwFybDMAzDMIwY8qthyozJKoiRtsIyRVxWLyKSTiSV/VDNcmWj5mLJcHTJCFwmzPvl797ZuUfZGNfkmC0vPcRl6qjVENHlE0Sy470Ys2U9Ceuq+LvXrv+rYPvo0e2qbYji22gXUFz5UupjJg06MlxqvSNCMzbbFPsxle6+N2J5LcP9iPeIv7tuTOtLcIlwTyJ3SgiR7GXoK6fiQ3UXTHDmJ4nT/KAP9ZIPbS2bo2zWFJRc+YFge4SenzWkj8F29q8iSr3RTZq6+mOhjuzW7gOqTasNTi9FPiPLQWeIfXcbndeGykXKZo0a6nhYb3EJPffoR3G6jjuONysb/Shqib6IyH11K4NtHntYX8mpA3D84f1yWhZOcfLrNXcG26WUnqGCNFsZeBZ6acn9SMUCZb9co/tqLoxFqLP5/phOzXC6KfSZrN+bU7BG6WlKWfMUpVJAnRaP8ewbeB/ilvNfC7pIEf37yOMe3+/HK8PnmfVNUSVKJjqvqONwGpTPzV0dbPfPuVC1Pc0peyAtRhldK6ea4bRBmHoGy0WVUyqfU9gMk2EYhmEYRgz2wmQYhmEYhhGDvTAZhmEYhmHEkFcN04lkSjZBDgXMXxKXt4hjuBj/5zT6DyW0Fucw5JEppbwSV/e3KzurrArEg3dTLhDO14K5UDaWN+hzIt0D579AnQHrn7g0CudraYb8SawbYE3TcYjTDjit51o5b7WyMxGp7bdB+Q/WQJxO+hMF8nRpqMdBH2ItAeZZEsnWBeB3WU/yJGkoMBcRl+1ZR9qMKFgDwv6GPrSNSqw8VrVE2VF5wfh6OM8JP0+vdOwKtmspX8wPoE1E54raQ/udV3u+sr3X9wA1hPw85ZOBRIE8B88KPmPzSZPGmpAoDRuPCVwmB/1oPektrqb7mas8g0i8HzUNHAu2ORcWa7LYj1CLwn7EGpAsDQz4VTVpBg8fflrZSRiLXyStySrSU2boWcbr3Q7Xl8+xSERkKJFU2iNVSoQ0Pjz+cG4p1NPGlTd5HMYCzguXIs2hHjVEGiP0snyOqFviHEbbya8uofNA+Dj8XX7GMAfgNQuuVG2Nux5W9jWgQ+Lfzo2VC5XNzwlqmFDvNExa51PYDJNhGIZhGEYM9sJkGIZhGIYRQ17nLyvHRuS6vjAUhUufOWTAIbqoysc8DVdEqeDLYKptQdvzqi2qIrhI9HJ/nt7D6fhSCkWsoynn7mqqAt4aVqLnkBuXseBp8G0vPxlsP0EhOZ5uXx+xxP0h0SykpehYnmYzhMVG8/jeXTmWVj6E94SXpjaO6JQRXGkdp8y5j5upNM8aCPuuojAn+25UyQBe7s/gZ9mHSikc8mWa0v9bCHlwugye0udwwZzmJ4LtTe3bVNttEN4R0ekNeD8Pk29y2OEzkLaDQ0X5pHJsRFWPx+ecx4SppHPg9A2bGy5X9kIsxUDlnvgeRckD4kIp+Nms8YJK3WyoWqrs21p+kfO7WeWgKAS5dN8Pg+3H6PqiQsh3dO5VbQ8PdCqbn8//CqVfMJQyJvkr0yRycvk5Xhf6Ao8LK8mPWDKAcAqCf6nXS+vRVzh9wZK43ynwFU4FwOQqHyQi8gCF7tn+5JEtE+5HRGQxySc4lIpj2WPkN+8nCQTKC3i//OxyWqHLIXyJ/TRxYRSbYTIMwzAMw4jFXpgMwzAMwzBiiH1hcs59xTl31Dm3Hf6t1jn3hHNu7/j/a6L2YRjmR8ZMMR8yZgPzI2O6TEbD9FUR+aKIfA3+7W4R+Yn3/h7n3N3j9semenCMN3IMPk7ThDFcXupaTinnn2x7Idj+M4px8ncZjL1upKXmvJwTP8tLhptJU8LLHfE8OOUAx/5ZV4B9F6ezwn7lEh6cRr6Vllejbgl1VoU+dywe+KrMgh8lxCt9Rq5tkeyl100ndAqJgWS4PJz94HiFTgsxhPog8qHnSDfGug68X5vIN1lnhT60tl9rh6pat+rzp+XhqAnia43yVRGRqlRY4oK1NAwuq7+OUiywD7GWCjVNjUO61MIk+KrM0liU9F71QZQf8VjEfYtsLp+n7MM0ZtSA3jDOj/hZRj/aWlKn2rg8T9VoWCIkS4MF2hKR7LJTeA/X0hJ1vmesC0Tf4XGLwXFrHenkOFUMXwPeE/xtKMrjWCQiMixemsFfMHkM319+rrhsDsL9+kCNTkvzV63PBtucIoSfwSg/4s/yuIDPAh/nfZRu5BFKI4FawCoaf+JKsqDNfsSfRd0xj3NxYxnuC6+P30dOETvD5L3/uYhwgoWbReT+8e37ReSWuP0Y5zbmR8ZMMR8yZgPzI2O6TFfDNM973zq+3SYi86I+bBg5MD8yZor5kDEbmB8ZscxY9O2995J7FZ445+5yzm1xzm3pjkgNYJzbRPkR+lBXxFJc49xmKmNR5+RCN8Y5yFT8qCtH6MY4O5luHqZ251yD977VOdcgIjlrQ3jv7xWRe0VEVhRVeMxDg6nWOdZ4f90Fyua45Z0du3N+N0PlTzD3AueSyCpNwbqRTFgygWPBrHXA80ANwUQ0jOhcS/2gR2mleH3UcUR03Jljr/xZjB3z9XD8mvUnrJM4RTL32BLHpPwIfejCwjKP14TXwLk8HqaYOmuLbus+EGyzTiVNGrQBOE6WToz2y7okjLFn5YaiF0Dcd644+ilYI/FQ9bKcbawZiPIL9HmR7GcGtV9R+xERachoP0ftW1TpjykwrbHoolSpR40bXiOf12OVi5XdU1CkbByLuJxNMWmAEqD/Yp9jWDNSh/eItCfsg3iPqtL6fvJzzrqPL0Meu7spb11WHibqK/Q71sdEleuJK93DZZzwPOJyCU2SafnR5QVFvh7OHRVe3DdxGjXUA7IfcU62nogchjxuROmSGO5L3Bfvh5911rthKae4PExR59QZM3Zh/j3uCz4uXx/6K7bNdh6mR0XkzvHtO0XkkWnuxzi3MT8yZor5kDEbmB8ZsUwmrcCDIvIrEVnpnDvknHufiNwjItc55/aKyFvHbcPIifmRMVPMh4zZwPzImC6xc5ne+9tzNL1lls/FOIsxPzJmivmQMRuYHxnTJa+15HoTKdkAWh2MW3Js8SLKX+JY7wC6gUqqSTVKMc9rIc/IwxQ7vYX0TstJY4JxWo4Ncy0s1EQ0l+s8PhzvZQ5iTqqF61TbokWvU/YP9z6ubMwLU1u3UrX9jPKboEaLcw9xDDoqVwbqEzJ5rN/Um0jJE+BDqHVgzQDrANaW6tw1AhqmFshDJCIyQH5yEdRJ2kD6M9RCiWTH5/EcOVa/u0jnm8E8TRsozxLrkli3shryunx27mrVtp5qmqX3/kDZmOfmMNUaO0R5hzAXz3bq48vJh1hDgNqLNqoBmU9OJFPyFPR1Li2DSHYds3lUMysN+cxY39RMesSL6s4PtjfT83Ur+VFUHTfu1/2kF8KccaglEcn2I9YHNUGtri9TXc4L6dorD/4y53dfmr9GtZ0gXSD6HJ9/nB+hVmWWNEzTYtgl1ViI94zHI9becG6la6F/2I9YW4vjBPvJOqq1lqWBhfHomoh+FdG6q6cohxzrzDA/m4i+vzyW8Xi7/kSrsq+G3Ev3156v2tYO6jqDeB7sC6zPY+LyNDFWGsUwDMMwDCMGe2EyDMMwDMOIIa9zmU5yL5XmJagt3a9E7utQ9dJgu4OmJFfRtOL2YzuC7TsoBMdTdlHLr0toapOnjXE6kNMG8H451T+WjNhGbfOv/KCy30r72rP70WC7pU+XVZGItPi8xJ2nkLmMh0qbAFO5s7Q8fFrgNDCHTnjqNkXhSZwm5qX0zDCUAXgbTR+vpPuVtSQa/IJDC5fTOeJycFyCP9F+o0oirC3Uvlnztg8rezv5RcvO7wTbY/SMVPFSXDgvDu9wagcOtXD450yREafuC/o2+zMvpRcqUYNpBzidCNsZ8JXVVBojLnwQ5Ufsg/jZuPQgdTSeYKiUn6k579bpXp566g5lt2z9crBdfHy/ahumkA2e13w6p04KlRykMkd4j/Bax/IoDzh1HpgeJyoVCN+HD3bsVDaGv/j3gv0IQ3Z8/wbIXxvomcxA33G4jseUNPjkfGrj73IoMCr1waY/eFLZP3z2X5W95KX/CLa5NAqHK+siZDNxKRcQ9KNcMhObYTIMwzAMw4jBXpgMwzAMwzBisBcmwzAMwzCMGPKbViCZkg0VCwMbdSPnLXuz+uwFcy5S9r+/+HVlr02GccwO0noUUPy7FOKwnI4+SqcjomPJrL9IUQJ1jI9ynJX1Cvxd1BM9BvosEZHiPd9Tdjmdcw0u9YUlziIiS5a+UdmbIc7cMRRd1mL74jfo8wCd1eb2bcF2b1JrE04nA4kC2VoSpgdAPc1uSr9QC+kkRET2HPipspXmh/RozYVau8F6IuQJWjLLWhSMscctgS4dAy0V+zFpBgooHo96IvbrXb/8rrLrabn4Y/BcXk86uF7yg82gl+HnibV7n513qbLPh74qbntBzhRpl1D6BtTE8FL61Vxih8qFoD+y3gK1iSL6Oef7+Tgt/1/OWpSI5dOMKmmRiS6NwrqO+rFQL7MtqVNxbP6+Puf583OnM+C+2EN+tBH6gj/LY9GX6PegEEpnVba/GGz3Jp+TMwn+fuyme49+IpKtscQ0L02kB+Jl+KhD4/uXphIsrRElTQZi9Ke4b74n7L+s/UM/Yy3RfU/+pbLXwPgjop8b1vs+UK7rImOak7gyMPyMPQS/EZhi6ATp705hM0yGYRiGYRgx2AuTYRiGYRhGDPbCZBiGYRiGEUNeNUyFyUJZWrV4wrYiytfCpVBupHIhnXu+H2wvIR1FJ+WLaIK08kojIiLXsV6D9oWxVE79zvoE1CVxvLeF8ohspTgzxl6z8k7s+6GyW0kXsgt1SVSuZSn1YxL0GM3UF52k1aihHCyDoM1pLQxj6uk85tYZKyiWE/Vh+Zcvw73+/SXXqM9W0/VkKJ7dtOPbwTbfnybK2bR6INQbsGbgut5DymZ9yXa4Jxzn5/xjUTmt2HfZ/zBez3H/npefVPa2Aa2fwM+z1uJS8tWHoV9ZM3AZlc5YS+c4DLqczaRFyCdDhWWyC8YU1GW994q71GcbGrqVvXWrLtt0x7YHgm3WmnCuM+znVGZMtV1COkf2o6dL54TfJQ0k+y9qaXjcYu0M6zbxnmbl6XnlF8o+QH6Gzwbr6C4mHdJjUHKHP3tRnc73NIfGtTQ895hP7QSN36ebtlSp3DPvssDG+z26WueoOu+8a5X90C8/q+z3H/hJsM33k39Pokp28WfZj3Dc4O+yL2COKW7jvEtRfsT52e4mHeBDoEMS0Zon1j8N0LvABriGrWVzVNtGKrFWR+PR0/Bd1Aj2JybW5doMk2EYhmEYRgz2wmQYhmEYhhFDXkNymdFh6e/cG9hq+uyVn6vPXkOhihKaksWpb142y6ELDB/xZ9touo9DJLhsmpcbv4lCPifS4VLPNJVP4HIEHJLD4/DUZhNNDy5dcKWyk7Cs1tMUaxelGUhgeQVaYvljKCEjIvJXR7YoextUpn8/9OPXaQr4dJIcHZLyjt2BXQ8+9NOXvqU+u4z6OEXhkiNwPZw2gKeqsWTJwKgOQWZNY0NpCRE9Jf5Q9TLVVlqrK5aPwTT2GvIhBu8HnyOHhvAZEBF5+8Kr9DnDFPliCgv2UZX5dfCMlFIfP925R9nsQxhquIFC538k+SORHpTSoy8FdgpCQt985p/VZ3nJM9MOY1MjhRayxiYIcaUT2o84dMJjE37+MUpl0UGV7wVCdk2teqk9+zb7ygCWaaJxl8fH36WxqBV8ltO7pOl+vwF8P5nUaVi6uw8o+61QukdEpBWesVshlPkJCoGebmrGhuU2OFcMLbbu1ulgjtCz0DqoQ7D4bESF4EREKikUHgWH+dHeTvd3A/kVhnPvON4ceZyocjacpqW5uErZPA5u6wr9l5+LuWQfm3tJsH2EfCxFKV7+iFLL/AHISTAk/hzt5xQ2w2QYhmEYhhGDvTAZhmEYhmHEYC9MhmEYhmEYMeRVw1Tkx9SySywfspyWyldSLLWNliFeMPfiYPtnkNJcJLvMxWZYjstL9pmsJYwQL+X99tES1iTYe0r10uweiv3Pp3hvM5S1eDMthUxQzHYOLc/t6TkYbKdJi8PaL9TIHDj0a9V2Ey0R5tgxxtGx1Mt3SKdxOinPpNU9RP1QMZWUqaOlyd8jH1o/b3Ww3Qo6MJFsLQouteeyBXFLc9HPWcv2GJW/QA5X6hQcDSU1OT55EtRENNB9b6DPcsoFfL6eAl8UEbmavospQAbJh+7s1+kYOO0A+tAlpC/IJ6w9wXvE+sJq8iseiyphmXMPaTGrRvSzgboz9iNews9lZ1BPkhan2pJUnuiXoMHYDH4uIvJG8o3hYa37ac2RPkREZB3pYcrLtWc9D8/NkrTWvu0gLdwaeD6PHfylarup96CyG+k5qRoNy7egH5VQqobTTdXYiNzY0zJhG+u9dpAfsb7ts3PD+/R/Dv0q8rhYdoXTmjDsRziuc/oC1qxhv3OZIx7n+B5hiSj+LeExk9MKNcEYj/daRCRFutwv1V8YbK8/0arabqZ3Az5H1HNhaaliP7Ef2QyTYRiGYRhGDPbCZBiGYRiGEYO9MBmGYRiGYcSQVw0Ts6hmebC9ePEbVNsI6SjKyuYquxtik1xigDUIWI7gITimiMj1PTpWztoAjHE2QSp/EZEB0mA8BnmN3rjyt/V+KK9DD8W9fxPydwyQVmqY4q6tlJ+nD8q7YI4iEZGrSbP11wuuCLbftuzN+vwpTwiX3silHRqNKOcx24y5hNKboG5p1apb1Gc7KSfQm8gvNsL11FMMnWPuqMV5jPJXsRYFz4/3xRq61eRDD0A+ndetulnvl3y1l3QeWHbo1zH6oHkdu5R9CHz7zygHDmv3MB9Z2dI36TbK5cWlQa4HvcVB0k/kk7RLqFw+KSjp8odr/kB9du/eHyib8wv19obP32byDR5f8Ll5uEprWrhkCespEdb4dFApn2fmrwm2b7vgt1Qba7BeIJ+8CHKbpci3hcYE9kEsKXRbl87bs5x84dswhicveLtq20A++GUaA2+C8RPLxAwm8lemSWTcj+A+4bOxln4D2nc/quzGEcr9Br9j95P+8hbS4mDurOdoXFtMv52czwv1Q6x/4pJKX4AcR3NJw1RKv0M8DqKGi8c9HkNH6ZxRT8S/YQ30W3o5jE//ZflbVRv/hnE+KxyP8Hd3iH7rT2EzTIZhGIZhGDHYC5NhGIZhGEYM9sJkGIZhGIYRQ141TM7rOO2h4/vDxuYN6rOcl2EraSPuBH3KAvpsVh0w0JB0kIbpAdIjRGlMllCc9QHQPYiIXARx5+QzX1Jtv02xfq7vg/FerudTRvlZWMP0AuRRuYVitJzr4zOQN+dLnDeDavAVVek8QJuhXzGOnCHd1+kk4b3KV1MEOTleolpyxRS/Hju6Xdl/CzoIzkfCOXFQ77KB+oXznKwe6Mxp14/pnCJfopxai8rnBdvrfvG/Vds61pMQ2yHHz0qs0zgBD9H1NUDeEX5+uG7Vx0ADcx/52010nI2UUwz1haxFyCdJ79WzgXXlnqFacuxHc8iPULtxDY0n7Ed4/ZvhXotoLY5I9njTAJoXfq7Zj3B8ufWHH43cL9/vp0Evys8F5955gO7/Emjnz15OGq0PQT9+m3yBtSc9ETXtMLdOPvWUIuN+BM/H+0EbuIH6uZT64zbSadVBX8ZdxwDUQMMccSLZPsfPL+p4+HfoYcrPhpqmTz71d6qNc6yxH6Gv83H4u5uor7D23PKU/p3iXEr4m/29fT9UbU+T9hn7TUTnNpuMLtdmmAzDMAzDMGKIfWFyzi12zm10zu1wzr3knPvI+L/XOueecM7tHf9/dBpi45zG/MiYKeZDxmxgfmRMl8mE5EZF5M+891udcxUi8qxz7gkR+QMR+Yn3/h7n3N0icreIfCxqR0nR0+DrIVX+NpraXd70YWVnaJpxMy1/RHhpJE4HpmgZ5QBNZ/KUHU5J4zShiIg0rFVmMaT359AeT4vytClPZyIc1riYlgWvge/ylCqD07E87f2btecru27v48rGsh4YHog6d2BW/CghOiSH07MpKm8y/OZPKXsnTftug1Amh0PYh5D1VOIBS++IZC/Dx6nebVQyZ4hCxG97+WfB9ko6B+5n9qGVw2FZijQtr94EaStERP6s7QVlD0Bpjc00jc3T6RjSYR+qpOXCHz6wUdnYz9MIyc3aWOREywPwuWg6/LT6bMfb71X2lyk0it8tpbA2+xHeM76fHIr/IIQJRfQ93UR+hMvMRUS+ceCnE57fRMdlG5dpc5oVTnXwV5SKBEMc7HMDVL4Fn11+hjjs/X+odAqC11eYx7FIRMSLfj7w/r6fUnd8+zc+ruz76TcBP8+/F+xHmDrgSfp94N8LLt2CEhVO7cHh2j+FMTXOb46TjefMZWJ47Hof9RX26VNlOnQ9SClfcJxEWYJIdqkXPk4uCnL4UewMk/e+1Xu/dXy7T0R2ishCEblZRO4f/9j9InLLpM7EOCcxPzJmivmQMRuYHxnTZUoaJufceSJyuYhsFpF53vtTle7aRGReru8ZBmJ+ZMwU8yFjNjA/MqbCpF+YnHPlIvKfIvJR772SqXvvvQjFNMLv3eWc2+Kc2zJAK4SMc4/p+BH60AmaqjbOPWZjLOozPzrnmQ0/Ok6hJePsZlJpBZxzKTnpWN/w3n9n/J/bnXMN3vtW51yDiEy45tl7f6+I3CsiUlta71ET1DgUai44Rjtnjk4N30e6Efw065u2kj4DY/8NC65UbR+5Qi+E3rdvm7JfhqWvvCxdSEuEpVN4+fh2iqVWjep21HawlqGQ0uTfvP2byt4NOpI1pKuqveZuZb+w7cFg+zeLq1TbRRf9rrJ/efApZQ+kQw0CahuGJlmOYLp+hD60oKTGoyYIdTC8VLVzntZ5JJO/p+yXIE7uSKczQHoo1Gb0kO7o5nV/rOydlCLjSfBH1jVcQMdZkg61YRzn3016oShNwWOVWgPSP+dCZf/pi19X9n7QGGxecYNqG7zwHcr+T/C/5VDKRURkAZTeERHZxtcHGgkuPzMZZmssWlJc5bGEDY4/rPkpWrhX2X93gdZ4ffObYVqJJKWY6KExAlNQbKhYqNrefdUfKXtL67PKbocl09eTFvODHTuVHaUrZD0JL6EuAb97oE7rGpNQKkNE5APPan0XPps/XvGbqi1N1/fgc18Jts8771rV9t+oH7dSmSPUCaK2dHiSaQVmy48uSpWqlyrWHSI1NG6se48unXL//bnv2Z10/SqtAJVG6aHyIJ8Z1iVp3rH7kWCby6hcS7+zqFljfROnnIgqJ/U1+g3jEmU7KCUM7uvT8y5Tbc3X6fQG79zxULD9X5Zfp9o6O3WpsP10fajXQ9/1buJUOZNZJedE5D4R2em9/xw0PSoid45v3ykij/B3DeMU5kfGTDEfMmYD8yNjukzmT7yrReTdIrLNOff8+L99XETuEZFvOefeJyKviMg7T8sZGmcL5kfGTDEfMmYD8yNjWsS+MHnvN4nkTOX8ltk9HeNsxfzImCnmQ8ZsYH5kTJe8lkZJeq+0Oxsrwxh+KeV+ybRq7UNd3UplV0G+lwHKe9NPeVLSYHPJlf/nT7uU/fOf3a7s7373e8H2AcobcxnlIGktDHOhcOkC1hQsH9Fx5f2c4wlIJHT+Es67gbHXH5BGpoo0JKiLqe/UWo1nSaNVCuVARLTmDPUfY3ksjVLgM0pjgvF7zpNV+4yeUV+27M3KvhC0OUfp2jeRD6HGJUn5ZP72b/Vxn3nm75Vd8+WwTM4G0g7dhuWBRN/Lupj8OayX2E++jXj67nOUfwyP20J6ieZNn86532Hyt937n1D2EvJd1gedKVI+o/RvmK+Fc0tt/tZ3lX31mj9Q9rp14Vi0e/ejqm1jeYOyMZdZKZSjERH57Gd13qL+fq0f+vjHw/InW6lsDucGQ60U61SYSwb1GIjXzz43TGMg6+rQj050aP3Ilzb+L2WjbnPn1i+rNtbD3ERjDOpj0KeKJpeHadZIii6NgvmD+Bou+oHOLfjd3VprtPDSdwXbz+56WLVx+RPsO9Y6Xn+bzn32utctVfaf//kHgu0bn/4n1Ya53Ji4PEysQ0b9E+tL1/YfUzbrobAf159oVW2bf6nH19vgPA6/+O+R5xgFjge5vmelUQzDMAzDMGKwFybDMAzDMIwY7IXJMAzDMAwjhrxqmFKSUTH8TaBveMOa/6o++3+3/qv+LsUU3w3x3mqqn1YAcXQRnT9iC9Ukuv33tP6pvv7byq6uDjUIV1EekW/97K+Ujbkyeki7cWPvQWVzfa7FkH/ng8d2qLYO0rlwfRzU8XANO65t1VIU6m1KKH9HmvQlq4eOK/v6vsPBNt6PDaTXyidYr+rGK+5Sbc/96h+UPXbo18puWPv+YLuKaqD1HH5G2RifbyHdztve9o/Knj9fx9jPOy/M/VVbu0K1NT+mczjh/Wujul2cI4V9CDVPf3pU5xNrO96sbNbpoOYly4dII4E6Fc6nwjoGzCslovUyvN98khGnctn8Yv6aYPtSGFtEROp/+Rlld/7688oevvy9wTaPRWnSxmHfcl6bW265X9kLF65T9hVXPBxsl5Tocxr4zruV3QB9y9o29qOo/DmfaN2q2jppbOKxCL+L48VENvrvpgadv2ugv13ZrH2bn0NvMhXNymyQEaf6738sbAq2G5atV59dTzqt34J6fyIi34fteVSHL9X9srJXw3PE48BXv3qjsp988lplX311qM/8fuYPVdvlpI1DWGckpH0T8iO8F1zD7Xb6LOcGQz3ROtKTso1j1+fmXaraVg905jwnkdxjkPMT5iy1GSbDMAzDMIw47IXJMAzDMAwjhryG5PoSKbXM9nwo17Bz53+qz76ewmoVnbo8wS+f+edgu4fS6F9cv0rZGLJaSykIeoZVCSHpo6nBEVj+f4JCFUuKdGkRnFZsGNGhCJ7OfILKn+D0fJqW0GIYTSR7WrEJpihX0zQpT5ljOKWYwjLXUBkHDhnkWm485CZXGmU2GHQFsq24JrDxXvOSbkzzICKyqleHBHq2/Eu4TT50BfsQhCc5ZNVK4TsOpfVCGYtSCoO2z9dp/5ccDP2GwxA8bf106RxlY7ibfaiZyuDwVDTea77vrXQ9aDdR6LmpR4ee8ZxERA6mwnsyQOkZ8klfMqXSmsyZEy7Zb6bSNtxXfF9ST38x2Oa+aqRSIhthXLit+4Bq4+PupSX8hw+HtWBXrtRjwKZL/ouyqyB9RSqj0xdwOPY58kkMh7C0gP2I+wIlAKvp/HncergqXO6eoPJKN/W0KHsJlffohHEMx7TBPI5FIifHjcchnF8GpWQ2UEqXW2LqF969I5SDcBj1AQrlo09eTePRRyglwZcoTchPX6oOtn+LZCYfoTJIn4F98f2rp3PcTL9xGJ7l8bWTft8rqW/wWFk+Rs/jUxS+RK6llAQN5JMYTsVz5DDnKWyGyTAMwzAMIwZ7YTIMwzAMw4jBXpgMwzAMwzBiyKuGacQllB7n6otuDbaff/6r6rMXk56G45i8fBnZRPqhFRBXriIdC2s9eih2jlwOy4dFRNJprc84cOAnwXbzoc2qjXVIHNNFjROWjxER2Vaq0+Kvp2tAnQgvEebjoAZhPS0ZbqLlmhzvxbjyRijPkiveezoYSBbI1rJQu/OmxuuD7R9QGoG/ansucl9875HHKKb+GOgUuAwFl7jY2bVP2RjLb4JUBiJaOyMicg/0+S20lJg1THyvmyW8t3zvWEPHOix8vli30kF6A9TArG9/QbVxKor5dB7IcwV1OdtON73JQtkAOsJ3LghTP+yjpdUfo7GI9RcloKkYpHvyMOkt1HND/scpQLpIe4L3qI3SYHAKgi9D2SZeWs0apjTph1D3yHo29jn2M9SicD/xWITP8S2U8oO1mFF+xP6ZT3qShfJY5eLAroO+/czex9Vnb6bnmZ9JHCe433mMxbGAtUV8j/j34nrQVN7z7L2q7RLSvD4JmuMsLRGNe8x+OGcu88RE/daw33BfYNmYPyXdWCNplKNKM/FxJsJmmAzDMAzDMGKwFybDMAzDMIwY7IXJMAzDMAwjhrxqmIp8RsUUt2//ZrB9LaWJ5xguxxcxxskxbNZRtEA6/56CIn0cKt3wMOVpwn0XbHtQohg69lKw3RiRw0hEx6tFdG4Jjg1zX3AcFs+RP7uVcqxge5QOTCRbM4PHxWOO5lHDVOAz6jxehHwzd5PWhOPmrKmogpIurCdoHOpR9m2ZsDxNVj6SmDwhWIJj374fqrZR+i7qluJ0SKx1Y19Wn43wNxGdP4iPy88e+k2W1oJ0OZh3SUSkfiw8Z86TlU9SPqOu8xvPhqWYvk7lTPh+Z2n2QDPSXKi1iuwba/uP5WxjLRHnT0JtWZq0GodYAwS6JR5PWE/J9xvvL4+t7DfcN20FJcH2fMrBxb6BmknuC9bhHCTfx2cbn4uRRH7zMJVmRmXtYNjXjS99K9hmzRLDfoR9zdfL+jZ8nvnZHojJ34Z74ue3kH7/8L6wf3Y4rXVkP1oM++br4bxLDPYF75f77Rooo5PVF+RHnCcNPz+Z3zSbYTIMwzAMw4jBXpgMwzAMwzBiyGtIrmJsRC3JTsPS5rjwEIe0cJn3AKXD55AcTrvFLYHnpfWtMMVcTOnpRyLChjz1x8flaUYspcKhiqylvRElJTgkcFP3K8pOSViFmafbOfTC0+9fhnIheL75rA9ePTaiwlZLIHyyknyI78FBmp59qHpZ+Fnqc1x6K6L7gvuNy+BwOgCcFn6xokG1JanPcd9xy2l56TX6OU/D8/LaqCW0WeU96LtRZXy4bzjUgiUe+BnIJ/PSA/JnENa6BPoyKuQtkn0fHqpZHmxj2R4RkfdTlXb8LofG+LjsR/js/jWNh5fRvnDfPD7ycXh8QdhP2Oc4BQWeI4bnuI33FRWemugcvw19HrVU/HQzZ3RQPgCSD3xWTnD4ksYfvuany+YG25uo3MeHKEyM8PPK4zaXTlFL9mNK3+C4yJ9lCQBLIPD62I+Wx4xHeI5RYTQRnXKC98M2+9GTkOYD+y3jJk45YzNMhmEYhmEYMdgLk2EYhmEYRgz2wmQYhmEYhhFDXjVMYy6hYooY72XtDWtKeEl1CyxXZv0Tx9lR78R6E16uWe90HLbpRLhksYNiwZjaX0QkDbHWDMTYRURaaJl61tJtXDJMyze5tEHWElzQNPH1cFmVVtAGsE6A4+ZRS31R47M5JkX+bDIqTp03nuNzlEKhhZa0s09hvJ59hu8PalMaR/oiz5GXWq+FpbqrmjfocyS/Rq0elu4QyfZz1ilhbD9Ot8J6g154LnnJ73bS5aC/8XE2VC1WNvsjpvW4vuegnCmGEgWqr3MtLxYR2U16IdZUoM6RS8400NJ6fB7jNFys+UGN3r+2/EK1sb4Ex6YHahpVG2s8N4N2RkSPy3HayxLSy2BpGG57rkSPRXx9yMPV5yk7q4QV+NHfHn462H6Q/O10M5QoUP6h0sPQ9W+jZ52X2uOzdBOV6OJ98W9EFDwe4f39QMfOyO/iM/IgaXj5/vFYcAn4GeuO2I5K3cFtUSl6eL9Pk28/Rb9x+JuGOjHu71PYDJNhGIZhGEYM9sJkGIZhGIYRg70wGYZhGIZhxJBXDVNpJq30HBj7Z63NtpJaZbPG5IMQe+U8E72UewHjmhyvZ10Lx0CvhrTrzM09OscR5nRohXxTIiLP1F2g7My8S5W96sDGYJv1JlzOZXP5PGVjbgnOmcPaMCwHwp/dCOc/0XlgXP1auL5vxaS5n01KM6PKhzDWzWVg2GYN0Achfwr7UFZOKtBGsHYtK2cM5SfBvorLA4Yxd9TPiYh8Yd5qZVeRzqMJ9FFZPkTXsxl0fSIiS4ZDXZZuyc7NgjoW1uiwjqFUtKbkw6ATuHxQa/PyScXYiLovqFl4qkw/X6zt42vGsWgd5XGLygvDY1xWGRUqU4E57KLy1oiILAYfZL///xquUHYR5FcTEblp18PBNo+H7L+bKhYqG/uGc95w3ik8Lz5OXD6dvzqyJdjGnD5FedRTioiUj6XV2IH3gccf1sLxPbv2RGuwzfeM+x11dG0xeZjYJ7fAvs9PRL8CrIV98T36HP2GsbboP/b/OOc5Maw/RY0lH5dLXOF4xH3KfsP35H+D/g2Pk/QTZxe0GSbDMAzDMIwYYl+YnHPFzrmnnXMvOOdecs59cvzflznnNjvn9jnn/sM5lzt1sHHOY35kzBTzIWM2MD8ypstkZpiGReTN3vvLRGSNiNzgnHudiHxaRP7Be79CRI6LyPtO21kaZwPmR8ZMMR8yZgPzI2NaxGqYvPdeRE4Fo1Pj/3kRebOI3DH+7/eLyF+KyJei9jXikirvDGpmOPaImgqRCWLpkJeD81mkMjqOvbE8rN/F+StYN7CetEcYAx2lODLHlfEcOX7PsdRNdNzXQ+ydNRLrBo4pe4DizpiDhXURN/XqXDfYN6yNWtuvj8PfxWt6ujTU8fTHxMFFZs+P0i6h4vd8vbnOVyT7XuP9Yx8qIH9E3RLf96h8OSJab8D3jveFsX7W+HBdsl2ku0L/m0/5ci4hDWCWD4F/7kpWqzauq4d5mlgvuJbOmWszot5ke8S9m4jZHIuGXVL2Qx4r1KHxPeG8W1H5yeLqemHuLG7j/fI9xO/y/WMb9833/q9an1U2nzPqRzjvEo/DrN/D82BNC/vRYng++RzYb/hZzuVHg3kci0RERlxC/abxfUDiclghWWMMjUf43HEb+w372Vugr/k4WceF77Lm9ZOgIxOJriMZl3eJfx+jninWZKFv8DnwObON96Q1ol9OMSkNk3Mu6Zx7XkSOisgTItIsIt3e+1O9eUhEFub4umGIiPmRMXPMh4zZwPzImA6TemHy3o9579eIyCIRWSciq6K/EeKcu8s5t8U5t6U/j6upjFcf0/Uj9KG+TH4z+RqvLmZrLDI/OreZLT86HrP6yzi7mFJaAe99t3Nuo4i8XkSqnXMF42/ki0TkcI7v3Csi94qILCyu9jjVdUfn3mCbl/fzNByXuVg11h1s85Rj1LRo9pSjDt9xiQH8/HKazuN9RU2x3tL9srLX9+ruwlAhXw9PX/J0NU5D8tQnpm4QEUlB38SFrLgvcn22wOcucTARU/Uj9KFlRZUe79mNkOqAw0NcOoR9CsO+HILjqX281+xfVaPDfMo5v8t9zuC95ONcS+FiXnYelbKAfehy+i4uTebSKNyv+FkOP3IoPepZZF+dCjMdi1YUVXj0YX62EQ4d8jNVmgifV74HvOQb+4P7hksgRcHhHb6/6OscpohLfTAYcY58z3hfGNpmP+J94WfZjxqplBRLKfB669RYNPFy8FzM1I9Wp0o89knUEncej9g38D5llc6KSbOAXBKTCgIZjnkG03BOfMy4cG3UOfJvDadRwDBn3JiJvs6fXUw2pyTAe4S/u7l6bDKr5OY456rHt0tE5DoR2SkiG0Xk1vGP3Skij8Ttyzh3MT8yZor5kDEbmB8Z02UyM0wNInK/cy4pJ1+wvuW9/75zboeIfNM59ykReU5E7juN52m89jE/MmaK+ZAxG5gfGdNiMqvkXhSRyyf49/1yMvZrGLGYHxkzxXzImA3Mj4zp4vwU9SczOphzx0TkFRGpF5GOmI8br51+Wuq9nxP/sZljPjRlXkv9ZH706uW10k958yGRwI/65bXRN2ea14oPieTwo7y+MAUHdW6L9/7KvB/4NYb1U26sbyaH9VM01j+Tw/opN9Y3k+Ns6CerJWcYhmEYhhGDvTAZhmEYhmHEcKZemO49Q8d9rWH9lBvrm8lh/RSN9c/ksH7KjfXN5HjN99MZ0TAZhmEYhmG8lrCQnGEYhmEYRgx5fWFyzt3gnNvtnNvnnLs7n8d+NeOcW+yc2+ic2+Gce8k595Hxf691zj3hnNs7/v+aM32urwbMjybG/GjymA9NjPnQ1DA/mpiz1Y/yFpIbz6q6R06moT8kIs+IyO3e+x15OYFXMc65BhFp8N5vdc5ViMizInKLiPyBiHR57+8ZfxhrvPcfO3NneuYxP8qN+dHkMB/KjfnQ5DE/ys3Z6kf5nGFaJyL7vPf7vfcjIvJNEbk5j8d/1eK9b/Xebx3f7pOTdY0Wysn+uX/8Y/fLSYc71zE/yoH50aQxH8qB+dCUMD/KwdnqR/l8YVooIgfBPjT+bwbgnDtPTqbt3ywi87z3reNNbSIy70yd16sI86NJYH4UifnQJDAfisX8aBKcTX5kou9XEc65chH5TxH5qPe+F9v8ydipLWk0YjE/MmaK+ZAxG5xtfpTPF6bDIrIY7EXj/2aIiHMuJScd6xve+++M/3P7eCz4VEz46Jk6v1cR5kcRmB9NCvOhCMyHJo35UQRnox/l84XpGRE53zm3zDlXKCK/JyKP5vH4r1qcc05E7hORnd77z0HToyJy5/j2nSLySL7P7VWI+VEOzI8mjflQDsyHpoT5UQ7OVj/Ka+JK59yNIvJ5EUmKyFe893+Tt4O/inHOXSMivxCRbSKSGf/nj8vJmO+3RGSJnKys/k7vfdcZOclXEeZHE2N+NHnMhybGfGhqmB9NzNnqR5bp2zAMwzAMIwYTfRuGYRiGYcRgL0yGYRiGYRgx2AuTYRiGYRhGDPbCZBiGYRiGEYO9MBmGYRiGYcRgL0yGYRiGYRgxzOiFyTl3g3Nut3Nu33jlYcOYMuZHxkwxHzJmA/MjI4pp52FyziVFZI+IXCcniw4+IyK3e+93zN7pGWc75kfGTDEfMmYD8yMjjoIZfHediOzz3u8XEXHOfVNEbhaRnM5VnSjwDQVFgV2YGQu2Uz6jPpt2evIrQTX6RuHzSZdUbcMJbQ9Ce2lmVLUV0nH5OA63Y14uR+C4BbRfJqP2rI/r6LMjtK9+Oo8yF36D++JEMqU/O5YOtrnPud86CoqVXTs6HGyPwTHbRoelOzPKpz1ZpuRHtYkCvxCuqQh8aJjuXYp8iE9wAK6/lD47FOFTJTE+xH6C56W/mW2Xw3nw+SZovxnncrbzfvupb/rpnMvguJXUF30J7UPlmdCH0rSfAvru0YISZdeMhT7k6Qp3jA52eO/nyNSZ8lhUmyjwi8CPCiP8qNBFT8Tj88k+N5jQQ+wwtPNYVAznICLi6f7icfj+DpNvVCZyD+1Juj4e1aL8iPumh+5/MdzTahpPepOFyq4YGwmPE+NHh1Nlyq4DP8Ln7cjYSN7GIhGRepfw50Ff43PG96SI7iffoSHYLqNnY4z6En8feTw6wc827asX2odiat/OhXEwQefPzz77SlTbGPUNj094tXXkC2M0HhXC9ffSOdXSd9tTejyqhN9D/M0+mElLV2Ysy49m8sK0UEQOgn1IRJqivtBQUCT/Vr8qsJeMnAjb0gPqs62pUmXz4NIBn68qLFdtzUWVyt5eUhtsXz7QodrwHCY6Dr5U8AsG0wLnUT86FPFJkQEa0PC4fJwWGFhERDaT3QQDEffFU+Xzlb2uP6x1yH3O/XZf3Upl3368OdjugWP+t2Mz+gNsSn60MJmS79YsD+zG4bAAdjPduwZ64eN+fR7u0Rr67K7iamXvh765ZFBn8mcf4uPgeXVRWyfZr4fj8H7YN6N86Dh9l30myofeQs/exooFyr7mRFuw3Up+Xk/f/ce5lyj71uP7g23+o+iy9hdfkekx5bFoUTIl36s+L7DxHrIfLaEfegafT/a5bTD2iGg/4rFo1VC3srl/8DjsR3vpnK+n4yJVdO/5OFF+tI+O8zjd//PBJ2+h8eSJykXKvrbvSLDdQWMR+9HHF65T9ns69wTb+Jy8u2O3zIAp+9F5iQJ5pnxeYD8Dfcv35Hx6XvnHHD/fRD7XReMR/j6upvHoVzAmTrSvH8A943NkPgy/J0W0H3722ScRHuf4szweYd+8i3yhh37TlsFv2g/onO6g735u7mplX9cX1krG3+y3dU88FJ120bdz7i7n3Bbn3JbumJtjGBOBPtRFf4UbxmTRfmRjkTE90I+OxfwRbZxdzGSG6bCILAZ70fi/Kbz394rIvSIiNaX1/tPzLgva7uzaG2zzX1vb6S8k/qu+HrabaVZlP/1lg38x8V9x/Fd81CwS/7XFb8k4UcgzZPxXXdRfeSdoMG+kv0z4rwL8C7iF/gpoob6pi5j5erxqibIr3/MFZT/95f8abOPs1FhW8GhKxPoR+tC8klqPsxbv69gVbDfSX1b81z23r4Ft7if2oaj98IzEVGAfQj/ooXvJs5bD5EMYVuT98l+ZPFOA7Xzcg9Q32K/8PG0um6ts9677lP3tr78v2OYZzhkw5bFoYXG1/1rdBUEbzlg0UD9vJT/i88anhsciHsdS8MLPfcfji0SMRTw7EfXXPd9PHuN4LIra7woaizhcEuVHzYUVyi4BX1lL4//m0nplX/SHtyr7XQ/+esLvtvUclBkwZT+6JFXicTZ6BfxO8T0qjfhdEhERHFPp92M3zTBh+GgPzXAzPHuD8KxX1Gd5JnIqPshtccfFdp7h/Tb1BfrzbfRM7aI+b7vl35T931/4WrBdDZGSgwOdMhEzmWF6RkTOd84tc84VisjvicijM9ifcW5ifmTMFPMhYzYwPzIimfYMk/d+1Dn3JyLyIzmp0fqK9/6lWTsz45zA/MiYKeZDxmxgfmTEMZOQnHjvHxeRxyf7+dqxYbkDhMOVMA3H07dbaUqWV53hdCavvuDVXduKa4JtFBqKTE0AWU7TiGN03FKYyudwCQvm+DhInHCNpzOnEsZpAoEch6HSFFrr/Pr/o+yb4Lu436yp5SkyFT+qHhuWm7tfnrCNr/1pCg9xOwp92Wd6aCXG1rJw8dZ1vYdUW2P0KauQ3VV0Diw2PwHT8u3UrxURK59EdEiHfehtdBwOrdSADzXTOXII6gIQfafJN/lZ7H7wg8r+QNe+YJt987/J9JnqWFSRSWvRMfQPh6weqVqq7MaRPmXjQgoOxbMfbaoMIz63dh9QbTV0v3mM6IIxhcMUf0L38zjcsy4KIdeyH9FxZuJHeF5ZfjQ6qOzr4TniZ5NXF27514eV/Z32F4NtJdaNCU/FMVU/SnqvfkMwlNZIfXcfSR543MRxJWs8ivh9/ECO8fAUHDrD8BeH6qM+20XXw59lMAwXFeoTyf5NQ5sXtyymezwE41ELnRM/Q/Mf/q/K/sOeUNyNvwevp2f8FJbp2zAMwzAMIwZ7YTIMwzAMw4jBXpgMwzAMwzBimJGGaaqUZEZVeoAnISFeA2mLOHEgx3BxKelyitFzioJ1oNXhRI78WdZr4HE5HhqlQzpEGizWSkUt7b2NtEW8vJhjx6iX4nNaGZFGgWPolwwdV/bNPTp5F8bV8Tickfh0UuQzalk/6pTqIZYtItJKWaZ7yrQPjcI1sA/xMmfsG146z4njWJuDuo6BmLg/aonm0ZL0RIwOAH3o90lLw/BycEy4xykPuW8Q9mP2N9YM8nN8pmDtCS7/j0t3wOkqcD/cVx/o2KnsVcM9wXacH/GYofwoRs9WDs92LY2lY7TfVvIF9N84P2LtCSfZRdg3kLhx638fflrZ6Ec4jnGlhtONd06dO+pC+f7xuMBpFjBxMCfDXQfpU0RE5qMeivzxqpi0J6hb4t8S1jQhrMPl34+oRKtMnP4JU+dcTGMM9w0el1PwDFBfcCoP9CNM58OZyE9hM0yGYRiGYRgx2AuTYRiGYRhGDPbCZBiGYRiGEUNeNUxOtOYB9UOshfjkkS3KjirGy7H/qHInT1IhUY6Vc0FBhHOf8Dn9S/2Fwfa6gWM5z1ckO56N58ixYM7Jwd/FWDHHd+OKACOs3WAbY/J47TMsjTIlnPeqr/D+cR//6dFtyub7hfuZRz7UGhE3/zYU/xXJ9r8fRvQ5az64WDKW67iaNFlx5XUwf04N+RBrXlbQeWGelIu5EDYX2YTtJdTnfA+itHvs1/kkKT6n9ojP+UPHdO5CPm98XrEQqEi2H+FxHq9crNpYN/dQRE4h1pqkSKf0uXmXBtuct4zHhKgxIs6PGul+o++/nvyIC+w2w/YS1lXRs8rniH2On43SlZ4OCnwmZ/+xhufGnhZls54P+/YFGlOySh2Bb3DZFKHvfoH8CPVDPB5xweQHa8ORgv2Icw3um0IJFs7fxaWacDzi42yK0FQyVZzPin8f8Tzgsy6HLtdmmAzDMAzDMGKwFybDMAzDMIwY7IXJMAzDMAwjhrxqmBLeK40DagW4rtk1pN9gbQTmrOCcTawpwVhxw0i/asvKdTKFOm0M1kpiHRWff1zNt1znIJId32/AeH7E+fN5cZ/vLqqKPOdc+pPRPOZhSoj2IdzO0iiRJmQJ3RO8/j6K3Qtp27AfWSfG/cTxetQMcD3CgQitVJQWT2SCXDwRGgL2gzHqq6aIz3JuE8zrwnqeZurHKL8+kzmZeCyK8iPWhLBuC8efIc6hRnoLPA7mZBLJHoui6nyxH3WQb+AYGKfr4fuQgXvGx4kbi5roPBD2I9TcsS/zfvmZw2cBz38szxom9iM8rwbq15+QhquJa3DCs3MDPVesi4zKFcZ126L8iPOx8RiDeRP5HuksUtm5lTCXEo+JDNfU7ITzYP0W76szwufYt/kcc/lRJocu12aYDMMwDMMwYrAXJsMwDMMwjBjyGpLjNPI4lclLIwdp2m0dLdfFqTSern2GpiRxmfRKmgZnvlZ7vrJbisKJR17m3UjT7df1Hsq5Xw7bMCo1QEy4jqersU95SpVDJFga5ocXv1O13fDSt5TN05n7YV+4nL8gRxr500FGnJoaxjDGI9Xnqc+uo+nX0ogyMexDD5AP3QE+1EP3ncMUuyntAIb+2If4uLj0mKfA43zo53DOPA1fQ9fDoTQMvfTQ9bAfNFcuCrb/z+rfV23v2P2IsrkUAYavuC2fZFxuP8Kl1CIit9J3UxQOwfvCoZIv0rP7XrAX073ne7KdyjhF+RH35a3H9wfbcX7E/vs8tHP6iZqYsHACriGufMvzUD7qi+v+RLVdvuPbyubrw1I2GDbi8e90w36Ex+fxCO+JSHbJklL4LofgssJsYFdRP99Bvw9cygf9bBmFm1vIJ4/DeFTPqQCorzlVAIbS9tK1cihwDX2XQ5JILR13ETwX77r0Xartg/t/rOwbObUF/Kbh73kyR4kdm2EyDMMwDMOIwV6YDMMwDMMwYrAXJsMwDMMwjBjyqmFK+YyK8WO8l/U/2ynuynHY50rqch6nieK9zRDT7aTYKOuQLhk6ruwbew8G20mKf3LZgE2gOeD9MlFLt9P02bjl5I9XLQm2v1y/SrWxXgE1JI2kC2ANBWs51vcdCbZx2XJJjLZmNmEfQh3AtXB+Itn6LeYp0oggvOQX+4b7iXVIrE1B/d0B8osM3cttoOtgHzpOfsBLvqOW7mbpJcj/UB+D5VlEsv1tI5QXqh8bVm3cN9+uXqZsfL7SZ1DDxH6EGkL2Ix6LWNOFzx8/q79P9lT8iJ8rHCM5ZUYp+xGcc6wfkS/w0muE/ShFn8VxDftFRKS5UC9Ev79+ZbB9NfUpj/fsk6hpQj/yeRyLRETSPqNKB6FWZyVpibbCsy2SrXd7omJhsH07lyOie1YE/dVKfce/U/z8Yt9toWeQx5DXwxjKpW2ylvNPoe9Z03Qxj0f4G06+wM/jQ6AZraDSZw+RnpSZD9f0c3j++nJo4WyGyTAMwzAMIwZ7YTIMwzAMw4jBXpgMwzAMwzBiyKuGacQllFYCc59wriHWArBmCcsK8HdZH/R02dxg+xLKO8Ex3C5qH4OYLueZYC0AxqQ5VxLraVhXkCtF+0TfZTZAXpz559+k2vY3/0jZHz66PTxO5x7VtilC0yOiNUx4H0cSHRN9/LQw6hJK+9GAsfCIHBsi2Zqly0EHwj7E2bpQf8Cld75CPtRJ7ZgTifOP7KNY/jLU1XCZDaKINC+oPSnisiPkj5xrCfVq+y5/r2p7qmWTsv+s/cVwtx27VNtG0hAw6waOBdsNEblWTjej4rQfQX9U0bPJJYN2wfMmorVFXN6EeQ78iHPLPUZ+tJd0SpkIP+qi484Dm58D1jUW0XMT5UelZPfQmIiate3XfEy1dZCv3PLyk8H2EhiXREQephxGrQUlyl4LfYN+xJqq002hS2TlzTvFErqfT5Df7Kf7cnV/e87jsK4MtahryU8+SePCPup3ztGGsFbqFujbUjrfG3i8Jb+KKsESdQ4iIj0wVv8FjUdj5OtrW54K9/v8V1XbY5WLlb0Z3gVEdG4s1G/lGplshskwDMMwDCMGe2EyDMMwDMOIIa8hudHMqHTh9CFM09VTyIBDZ5U0DYdht6fK5qm2qGXRXFJgiKYKeVklTlHyMm4mAWEdDgvyElsuwfKhYy8F2xweygoX0XTmB47tCLYfee4rqu2dEAIREamDfXFYkENNHBZdeQaXgZ+iNzMqG+A8cdr3LeRDPFUdVeGbw3UcUh1wyWC7iUIpPF3Ooduoz7JdMxUfomXaH+jYGWwn6HnhMAz70O1d+8L9Pvdvqu33KVQQ5UPsIxyiQl/OdxkLZMCPyQvk76dgP8LUIiLZIS68DvYjTh2AdlQpJZHosEWsH0FYhkO77Ee8hP9DEB7jsYeXqLOPXtd3ONje+OLXVdv1dL2YRuFyelZ5LJofUY5mGHwsk8cyTSIixzJj8n/hGYhKycD3m8cY9CO+J+UUSjoIfjRGaTCYmYxHuNSenwsOv3OIEccUHn/4uWCJAPrGwoO/Um1rBzuVjWMOj/k8HkVJfx4DP+rP4Uc2w2QYhmEYhhGDvTAZhmEYhmHEEPvC5Jz7inPuqHNuO/xbrXPuCefc3vH/15ze0zRe65gfGTPFfMiYDcyPjOnifEzM1zn3RhE5ISJf895fMv5vfyciXd77e5xzd4tIjff+Y1H7ERFZkijw/6Mo1F28DeKYvJyxltLIM6iN4HjvgzWNykZtxyqKaXIMnrUdeByOu7IGg+O0CH/3EVo2i0uMOX7PuoGoc2R9xSB9dznE27m8Aqeg577B68NY8G/0HZGto8NOIpgtP1qQSPq7QJMRpfO4LOZ68Bpwma5I9hJgXH7KJSzYD6LuD7cx2Md839lmP78cYvuss+JrZ11LQ0Q6Az4uXv8O8qErqR/5uNhXrCdI9B561nt/peRgNsci9qMb4fnkkg8X0VjE/YF9x+UvWNMU5UdxOjP0ozgtUdS4xZ/9VMNaZV8DOs8be1okCn5ulkRop6L8qIv8aBmNY/xd9CPs/6tOtMuWsZG8jEUiInWJpMffsajx6L3UV3xNWNLkAGmWdtN3UQ/FpVA2k26Qzwnbebk/650w7clVMWPXp+evUTbq0q6K8aOuKfhR1Di+gX477+B0KnQN6EcvQT/eOdglO8fSWX4UO8Pkvf+5iLA68mYRuX98+34RuSVuP8a5jfmRMVPMh4zZwPzImC7T1TDN8963jm+3ici8qA8bRg7Mj4yZYj5kzAbmR0YsM04r4L33zrmccT3n3F0icpeISI1EzpQa5zBRfoQ+VGU+ZORgKmOR+ZGRi6n4Uan50TnFdF+Y2p1zDd77Vudcg4gczfVB7/29InKviMiVyUL/JxCPxNIijRQ73UAx7F6KPaLmh8umRMXsOfcF6waidElR8U+2Of8M5wDisgiodeBz4lw3vG+8vqg2EX0Nq6mfWiUajBVj/D0z/UFjUn6EPrQ6mfLvgnu4F/qK4/F8r9kvMGfHk+UNqo21GXhveb9xfR51TuxD6Ce8X7avPaHvGPoQ64NYuxel5Yu7HrRv4DxDIjk/y+cV1U9TYFpj0YXJlM+lW2I/Yg1FJ10zPq/frlmu2njMwM+yP3K/R303rlwSjhm83xM0vryPSmegvnIx6aw4zw3rLfGe8jjGmh2E9TFxxZbwmvCY3p3esUhE+9GCRNKj7gf9iHP68bPP93cV9BdrKPl5VveUjnMD+S/3+/n4O0W+nWAtMYxHXPpkb4wfPQ5lSdpJTzqP/IZ/4xD236jfcO5zhn2yJaaUETPdEetREblzfPtOEXlkmvsxzm3Mj4yZYj5kzAbmR0Ysk0kr8KCI/EpEVjrnDjnn3ici94jIdc65vSLy1nHbMHJifmTMFPMhYzYwPzKmS2xIznt/e46mt8zyuRhnMeZHxkwxHzJmA/MjY7rkt5acS6i4fS5NjEh2/qAHOOcMxNIHkinV1kT103YXVQXbHMPkXCgc338IzvFt1FZEMWjUvXBuKI7Dsg5iyXBfsP0k1eh5mnJy8DljfTyuE8WxYdTIZGlIKK48j7UrcM6ovXGSv/pNReKU3g3zd7EOYjOd/4O1K5SN+ot0Iqna1vceVjbqWLhPO0ifxjnFvgn3von8gM8Zj8Mal7g8Pfg8PVGxULVxHpc60kRg3iauzTh/dDDncZgtpI1iPdASOOdZ0jBNizJxqu+fgfvCuWj20P38cv0qZf/9oV8H23xP1lOdL7yn/BxnqF/bqX0T3H/2o4aImnVxub+y8j2NDgfbrMk6SJoXHtdwLGKfm4qmif2IcwmVgu+cST+qcgmVwwtzHHFdNu6r++pWKhvribJujmugKg0p+Q3nYdpH/Y46qyZq435Gv8rK9RWhbRQRScHvAvvR1aRDitJcRvmJCPkvjcVfpGdosvUZcx3RSqMYhmEYhmHEYC9MhmEYhmEYMeQ1JDecSKrlsLykGuHlrHccb1Y27gfDWSIiVZm0snEZIk8LP0THiVqWyFObK6gdp9h5+pWvNWo5Lk/H3nvrN5X96K6Hlb18e9jO4aJ0xJJ/nkLlaX3uqzTY2KdjeZwSH0wUqHDnVYOcsDeEUznc3rVP2RhC5ftRQte+vzAs6cN9/AOaTuaQDsJLcZmLYV9Z/U/9zKkBEF52/ne3fFXZ+/b9UNlff/HrwXb92LBq45QeOEXO0+U85c3PDC5N5iXN+aQ/mZLNEOq+AEIeNTGhlPfT8mkMPd0GpU8mAtNX3Np9QLU9Sv7KfoShXvajLvruBXANPPbwPbuGwj1roOzGISr1ct9/+Y6y9+z5vrIvf+afw+M4HebuKNTjS2VEyaAmOueoch9d4OsjeQ7PFbqkLIL7v5fLTQH8PPP9x/HoA8d2qDYOz2MKESyTIiKymX7TOCyOfsTPJ8sJ3gbb5TGlmnrouDUwpr6H/Oh//ubnlP3TV36u7MMwHsWV+0L/5jAoP0PsR9iO9zExeFwmwmaYDMMwDMMwYrAXJsMwDMMwjBjshckwDMMwDCOGvGqYkj6j9AAYt+YYNi9f5WXQ20HHspK0HLxkH7UsHM+/jY4Tpavi+CjHexsgHhxXcoXjv9jO3/35s/cqO6qvLiEtDsa6+btR6ehFRDZSegNcqn5Nf3uwPdhzMHI/s0nKZ9T9xH6MKuEhkr10tQ10WPNJA8KagcXp/mCb7w/HybM0A2CzD3VGlOLh43BpAi6JgLDu5hfbHlR244jW/aEm7XLSYUSViRmm47D+p4JSYjwJ/si+mk+KMmPK/1GfMRDjNwOk1YjyozZaPr1quCfY5nvERPkRjz38Wdw3+9HzdD1LyNexL/jad+7UGqZR0mzhc3Ndn07NwVoUPEdeGs96mYvouz8EP1oO93E0zxomHo+iNLBxJa+w7+J+P3Ac5/IerEuqo98LHIN4/GFQ83M+68piluyfH+FH34VUHCIiHyR9KY7rTVRGjMdm7JsX6Nr5fnApJ5X+JyJdyilshskwDMMwDCMGe2EyDMMwDMOIwV6YDMMwDMMwYnDe56+sxfySWv+u5WG5Hsxb9MPzb1SfXbXqd5T9/C/+Rtn/+/DTwfZ2KkPC8VLM98FxY/5slA4mKo4somOrrF1YR3HYVmrHmDXvd3txjbIfq16qbMzHw7HvDQublL366LZgm/tiGx2npahC2Xhe10Pujy+//KQcGTyeO+HTLHJeUaX/xKLwmlAH8d8XvU599qZL36Xs9C/+Vtl/Cn3BPlRJugD0Ey5pEadFQeJ8KErXx/drKj70HOVBeah6mbLRhxqoFMp3qV+Xgt4gq4QM+QzrDVAzcD3lj/nzPd9/1nt/peSB5UUV/lMLJj7Ul+ovVPaqNXcqO/30F5X9sbbng23uZ77fqHHi+xmnW0E7zo+itH3sr+xHuG/WWnLZpi/MvUTZ6EerBzpV25ZFeizaAxq2P2t/UbVFja0iIg9BqQ3MffXN5iekfbArL2ORiMglqRL/EJVcOsUTlYuU/fDiNyj7Dso9dHP3y8E25+KL0mPyeMS+wdpH1L+xhol1SKhJPE6fzdLw0j2KKmmylZ6Tf6FnDq9v9ZDOibSB+hX76m54FkWy+4L78f66C4LtW6D/7zn0a3llqCfLj2yGyTAMwzAMIwZ7YTIMwzAMw4ghr2kFyjNplYZ/c+mcYHtPT4v67NhL/6Fsnq7GkNdymtrmKWec3uMpOl4WXTSFEMnTtGS6GcpnXHuiVbVlpZGPmHI+mCrT+y2uUjYv8466viIKkexoWBtsbzjRrtqWwNJ5kewSELhvXBL+3Uksx5wtCn1Glc3BEMgquh/d3a8o2yVTysZ7wKV4OFQb1ce8TPuqiHvLU8J8L9GnuPQJl3qJCudxWg7+bDqhy1Yg7KsFNNXeOn9NsH0PPMMi2T7EpULW9x0Jtjl9wZ/nPKPZx4m+j7jkvfHi29RnGxvnKfux53OHqjmtAPsR3kMe016i766hfkc/Yh9kP3qk+ryc58AlgjjchT7K0gIutcThIDwW+1iK9vU6CGU9Rs/uVgrncWksDL1cCz714zyORSIiGXHqecHn7pdX3KU++9uv0+P45vt2KvtWeFbYN6J+007QZ7lU09vo/i4Bf2U/4lDgdyj8hWAIUUSkNSIszOMPp3/gsa4+okQUh5CXz7s02P5vlH6CS16xhODOzj3B9tXwbvKlHDILm2EyDMMwDMOIwV6YDMMwDMMwYrAXJsMwDMMwjBjymlbg8oIivxFiori0kMuZ/PnCdcrmOHwqMxZs//3hzbotYsntWtJNxJUswe+yZukBWk6KcdjNpO2oyqSVzUuKVWqAMf1Z1id8uX6Vsr/+8kbJBete/mXORcE29+mtpDfh72JfdUDb7wx0yLaxdF6W8l5RUOR/BWURMObOcfI/XnKNslFjJiJKT/f5Q7+KPG5USRmOsbMPoc3LaR8kH2oYCTVAnD6CfZfj/nheXEqIS+RsJl/+eyhVwM8E+8HXYCku619Y18DfRS3GT6jtxoGOvKUVWFtQ5H8BS+TxOljH8a5lb1b2FXNXK/sIjD9fP/BT1RY1FkX1jUi23g39aBulwcB7IkI6D2qrpyX8a/uPKRvL5rAmi4/Dz9wnj2wJtqN0NyLa9/m5YD+KKivyK9j+8FC37M3TWCQicmWy0D9TPm/CNn7GPkppBRoorUX9vh8F2zweRf1OxZW+4XJMjfBd1gNx2oiHQQvXAakcRERuOfhLZXOpI/TvqHsvIlI1OqzsW7sPBNusM+bSL8Uwtj1XUqfaLh/UWjgG/ehh2P6LoR7Znxm1tAKGYRiGYRhTxV6YDMMwDMMwYrAXJsMwDMMwjBjymodpzCVUzPtTkBOomuK7t+38rrJL/ZiyUdfDcfWbKKcT5liJyosikh3TRR0B5mkQydaJYHr3Aoprr257QdlrKbaKx72EUsFvIv0J5zfBGDbnncjQOWJJGdb4/OOci5XNuivU0KhSL6SlOZ2MiVM+9F+XvinYLq9fqT77/j3fVzbq3kRENlYuDLbvI10Y5nYR0bmxorRdItFlKvj+9JKvYqp+znlzDfkf5x8bjDjOt0l/wJoRhK+P8wN94NiOYPvTkJNJJPtZZB0L6q44D5OwfRphP7ro4ncG2+vpefurlx7SXz78jDIfqDs/2P5HKhXSRCWR0BdYp8NE+RGPY6xjURon6te/iPEj9Gf2I9ZTJqqW6HOE/Eh8js+QL2A+KNbCfa32fGVH5UW7ri/MrVM4ovOAnW4yTudhessFvxVs82/J9/b9UNk9oBsU0aVU+DmKukfraayK0iyJaD9ivWVU2ZElpHHl55fvET77B+j8efxhTR7e02Lym81kr4DrXxlTyofPEUti4fhaTmPeKWyGyTAMwzAMIwZ7YTIMwzAMw4jBXpgMwzAMwzBiyKuGyXmvYq8fPro92H5sqEd9tqegSNm3Ul2z63oPBdusk4iqscV5GuLAWkkcZ3+yvEHZt0HuiBuaf6Taukjnspc0BzdCzg7WI9xOdZQ4/85+yC/E+pO9FDuug33/U8sm1ca5egronFEjg33BdYFOJ060D93dHmrDHqZ+4fvFeaYwRwfHtll/gHnCOB/XyhgNF+6b98uakE+0bg22j5O+iXmJ/OR3I3zoPVAzSSQ7p9P+CJ0fawbQd++C8xUReYY0Lbwv1ATyc3om+edXfhFsf2mu1vK1Furajjj2iGhdIF9vM9W22g33m/UVrAlhfQnum32b89j8fPejwXYX7beTnusOsq8BP+JcUB8DjZKIyHaq14i11LLGIvJJPI93UW6o79VpPeLKYf37kOuYI3kci0REvOg+whp395MOazc966xL+hD8HrIukv0In1fW/3CeuA7yIxwb+P6y/vffXn4y2H6A7udP6H6eT8e5Bc6xmNr+lO73droGla+MzpH9V+A8VtD5X0LH5dqH+O6Afcz9cgqbYTIMwzAMw4gh9oXJObfYObfRObfDOfeSc+4j4/9e65x7wjm3d/z/Naf/dI3XKuZHxkwxHzJmA/MjY7rElkZxzjWISIP3fqtzrkJEnhWRW0TkD0Sky3t/j3PubhGp8d5/LGpflxUU+x9AuYfnIpY2/+va9yv7aQop/Mf+HwfbPM3GU8E4tc3T4D2JlLKv7m/PeU48Dc7lXFZSyAfhkBxPK+J0ZhWVZuBSDXy9OH3I18fp6vG7PM3LoaaoZc84ZXpb1z7Znh6MLEcwW37EJS1wOvog9dPXVt9B56D/Pvhfz/xzsM3T2BzmRXjpLU+fc8g0KgzF332Zlnwj7ENsN8G+15BvciiQnxE8r7gpfgwN8fWwD3F6BlVeh87xvI5dkaVRZnMsYj/CZ+FxCivuuVrvqrRUh/Xf8fAfBNucRoDvL9qPQNkJEZFK8jnu94EcIXGR7DFhB4Th2E8Ybn8b7HsJ3d+4sQj9jD8bteyc4d+GddSvGFZCH3xb9yvywuhQXsYiEZHVyZT/Lpwr9hf70Yab/lnZnvr97m//XrBdQfeey4Fg6oBWGo/iUudEpRVgn/si3N+sUBgR5Uccrqun8WgP+dHF0B4Xusd29kf+jePra6W+OkWucl+xM0ze+1bv/dbx7T4R2SkiC0XkZhG5f/xj98tJhzOMCTE/MmaK+ZAxG5gfGdNlShom59x5InK5iGwWkXne+9bxpjYRmbgCoWEQ5kfGTDEfMmYD8yNjKkz6hck5Vy4i/ykiH/Xeq3ktfzKuN2Fszzl3l3Nui3NuSydl6zbOPabjR+hDHRnzoXOd2RiLzI+M2fCjuHCncXYxqbQCzrmUnHSsb3jvvzP+z+3OuQbvfet4TPjoRN/13t8rIveKnNQNYNwal9FynLKclrj/4eXvUfZ93wmX9jZQOvxbYXk/75v1GfdQaYcm0jR9Ys/3gu2s2DDpg6og7tpBcWPWlPD1Ykz+01RegUuj/IRKfhyP0IV8/sYvKvt7e38QbL/9/Lepti07v6NsLgWD2hy8j4WTHDSm60foQxcmUx5LdTRBv3H8+tukgzjvvGuVfd+BnwbbXALiRlqeitoM1kp9ge4X6wJwaS7rm7L0T3D/fkj+9ja6twleWg735OMNV6i2baS74TINWLpgkHRI//M3P6fsDkjxsYTK65T88jPKZu3JABynK0f5gShmayw6P5nyPwd/uQH8iJ/zj1OJoErSjGCJpzug3IdI9jOEzz2nlHiIytfw0ua/gBQOnNqAP4t6Nk4L0URjzxjpSXAs+i/nrVdtW8vmKPvlbQ/o8wD/HqDr+1vyoyJMZUGliUq/q8d71mKiv2LqlD7S+uRitvxoQSLpvw5+fCM8z6zfuxfGAZFsP/r4wnXBNi+7XxahW22j+8faOB4X8Zm8gPxTF+XS1JGPcQmWO+g88HfpY1DCSkSkpahC2R+l3x58Ni+j3+zzL/k9Zb/nwncE28PDfartd3+sJWisYfoBPOuY9uJojt+0yayScyJyn4js9N6jxz8qIneOb98pIo/E7cs4dzE/MmaK+ZAxG5gfGdNlMjNMV4vIu0Vkm3Pu+fF/+7iI3CMi33LOvU9EXhGRd078dcMQEfMjY+aYDxmzgfmRMS1iX5i895tEJNcyzbfM7ukYZyvmR8ZMMR8yZgPzI2O65LU0ShSck+O9T/6lsj++93FlL2j8zfC7oDMSyU5Bj7oePs5dl79X2e973yeU/YlPfCDY/vCWf1FtrHVgPUoUByiWehXoChqpTEyanm3WP2FclcsrtGz+grL/DM75MdLTrB3R8V/WRaCN1xqZ9GSWKRInK3LkEeH+/7uf6nuJGgERkZ6lbwy2G3drH2J9CZYi4LwmKxe9Ttmf+MQ3lP2Zz3wq2P7oj+9Wbaydmgq/4rI3cH+aBo6ptobRQWXzvUX/ayUfaiYfQo3LX5MG4ibaL/vqvDyXrshFmbgsLU8uPvnYHyn7fy3QqaLKwY9aSbcSNRZx+Zp6ytvz9a83Kvvf/u2uYHvzP+px6xq6D1goJU6YzGMRchvpQfk47EeN8DzWk35t96+0hqm1oCTYfmGZ1kolSEfHZY3QX1FLU+byORqJFItTOYZQB1NL48RDdP0P1q5Q9mfnrg6291P+oKixmOGca7/zr88re8eudwfb9Xf/h2qrpd8E7FsubbOCtJpcOgU//77O3aqNdVecpwk5ROfE+svHj+0ItnfPu1S1baS8hKwpxDEAr+cHOfIzvTpGL8MwDMMwjFcx9sJkGIZhGIYRg70wGYZhGIZhxJBXDVNGnNKcoKbkMOWy+XPKy4A5SEREPgvx0SMU7+Z6TqjrYd3Anz/3FWUX3K/zyLz1rRuD7XsGblVt/0rfxbhyA+XI+QnlwuCYLX739uPNqo3z+nCMGrVUnHPjY23P59wX74dzVETFyXE/+Uzd5pxT+Yc+DnqSrSU619C9Lb9Q9oeOblf243C9nKfo8sFOZWPsm7VSg1DXUETkmWd0bqI3vemFYPsvOrX25H7SB+G9vIF8iDUC7EMYg19DeaT4XnK+LtT28fV9ADQCTFxtMd5XDZxH0SQ1RKcFl1D5h961+A3BNuscOScO98fTML5wzjTOQ4VjUdZz3fKUsoeGdE64N7/574Pt/+9JXSex6defV3Y57Jvzd3FeJvYj1CFdTPUkp+JH/Fnutxb47D8m9bXyPYjSh2JdsoI8a+SqE0m5BfRG90E+qRau40n6Gc6lhbmm4mqCYv+wlpZrEs6dc7OyS4p/FmyzjuqPj2xRdlMOrZhIdn071jTdCL5xFT0HTJrGghOoBePjkk8uhTqzqwf0uJ1OJJUd5Ud4rWU5lLk2w2QYhmEYhhGDvTAZhmEYhmHEkNeQXFdBkZoCxDBcO01X8tQ+h4+w3EQzLcHk1PAYhquisNPPdz+q7Cco9PcdSF9//tr3q7aPU4jn7w/9WnLxFjp/vp4eOEdeis02T1fj9fGUI392K5ULQXiKmKd6c53TWB6nwY8WlMg/gt/shiX9HT0H1WfZh9hPMNTCaQSeKtN1N9fBMn1OK8D3/cl7dDjsMVguXkSlRNhXb4fSGhzSeBvdWy5pkcASOTQ9zuGfKB/isHUz2aXQj+xvXFKGfQivKSrke7ppLqqUdyy/LrAbL74t2H4ASuaIiHz+4C+Vzc8j3jNO6/F0qS4lgqFe7hsOxf/z9fqcN5VfFp5/sU5f8G0qq4LL8MfofG+gfuexqBW22W/4nrGvoD1MPqafRpEqCOeWjunyM++D8jsi2c9cLj/yeU1yIrKzuFquXPU7gd208u3B9laSbKyh8ZX7DlOMsG9weopLIj7L9iM3vKDsgUToD6mEfn73UEh5LfjzEvKj8+n+sgwF6SG/4XGDbUyFwekMGAw5P03l/26lUkUvRZRjQolAIkd6CpthMgzDMAzDiMFemAzDMAzDMGKwFybDMAzDMIwY8qph6iwolvvrLgjsFigB8h+kE+AU7ay5QJvbelkDlAiXrHIsfFtJrbK5VMUqOI+NT/2danuZ4srPgT6ogGKyHK/mmC3G4aP0JSLZ14Cw5oC/iyn33wPLMSfab4Zi4VhuoRSOk/A6bnw6OZYqkS/NuSiw18JS5e+QlqiVzn8V9TkuXeX73knxeLQ5bQX7EOtYUEvVQhqf5sIKZW+mFBlIXCke9KGsshv0Xb63At9ljY7QvnAp+c20xJd9t4Vs1CO8njRl+SRRUCRldeeH/wB6ky2kYzxB17+W7i/2+yoat7aTb2BJiDg/upXKkqwF/RMv52c/egK0l6w7WknnOJWSTqwLZD9K47hAftRB40spnNeNvVp/yP7LfoQal0XQF/kbiU6S9F6qMqH+6vqf/VWwzc/Gz+kaJCK9wxK6J8+R9hTTeXC5Gk71wbpC1Kzxs767qErZ2D5KfsSpDgYitEbsgwOkJWadEvYFp73gtBjItVSaiP0oSg91gdLCTYzNMBmGYRiGYcRgL0yGYRiGYRgx2AuTYRiGYRhGDHnVMM1JD8oHQXOC8UbWLHHa9WW0L4ytcsy2hL7Luh6EdTv7SVeB8X2Ow3IpEWQw4pgTHRe1H5wvKCoHiYi+vjidS1SZGN5vinQS+PldEAfPZz6dxuFe+bfmDYFdDz7E8Wn2offS9WD5iF3U51xeAPuYr5f7nPUlddDOebAGqCQE7pt9KE7Lhveac+tkaZo4TxMcl7UmTJTfZ32WjlMbpZXKI+f1H5OvbPmXwH4B9BibI3LCiIi8l7SL2O+cz4s1P7m+J5J9j5jFsC/WuvEYuHroeLCdptxEcbmU8Lx4LGJfr6J7iNmU4vwI9xU3FmX5EZxjH2pPcuTPOV0sHjouX3jpW4H9dbjmPXQN7EfvomcUnw3Wsy2nZw7v0TM0Vi2KycWH3+U8cDxuLE73T2o/E9lRZbjWxvgG9sUPIvIBiuhx/4aY30ous4KgD+b6lM0wGYZhGIZhxGAvTIZhGIZhGDHkNSRXMzasUvbjlO3miGWFItlTa7jMEktPiIh8rO15ZeM0OYfneBqRl0pGnQNPg2OIgcMNvJSXp6DxvDgUw1OhWaEzLIkRUT2cbZ4m5b7hJdIYBsBjZvI4DV6aGVXLup+H8+Apb66ezf2G4TGu2v1JqtrNoRY+J4T7LYqosFRcioioKXDe71TOqZ78Isv/IvyNfYrTNRyAPuf95pOEeNWfON5waJen8aP86NPz16g2LquCIS7eD4dYo+53XAgL0xdwWC01FB1KQd+JG4sYPI84P5IIuQOfM3/3JSjhgW1jeS6NUiZOroL+6oRr4uXv/JvG41MfXPO3q7UI5UPHXlI23qNFLP/gsmJ0f9G/b6fSIexXOO5xiow4qUiUVIPLLUVxB/kRhyCj9puicZvLuQhcU88k/MhmmAzDMAzDMGKwFybDMAzDMIwY7IXJMAzDMAwjhrxqmIZdUsWmV0O8kXUCCdJGbKOYNpYe4RIfUctz45bAZ+lCYDnnG2lpJ2tmSuEcvwYlYESy478HU2XKXjdwLNiuo2WUUymrwm2svcG4c1yZmEeqlurjJJLBNsa+OY3D6STtEkonUwtxZ9YIXEU6nm2kOcN+Zd1bVHoG1gexT7He4ifQz10xPvSHET70OGn1Gkb6lX1d3+Fgm5f+x5W/wPY4H8Kl8nytrGnic0ZWU8mGfOLFqfuG408d3U/WmnB/YH/d+8rPVVsx6UlQ98h6L4Z98IEIP+qke/ZhOE7L3EtU2+fmXaps9pUPQOqXOJ1K1NLyKK2XiNbV8X7Yrx6saVR2qR8LtlHTWAT/ng+GxefU48T5UR/9pmF//e8jz6i2H5IvLKxYEGzzbyWzl+4vaqu+QeV5+He4CX8vyF8/Nf9yZWMqCxHtR5xe4/gUUtGwH82j36k0+BGnn+ghP9oGJYNEyO9AbzmWw49shskwDMMwDCMGe2EyDMMwDMOIwV6YDMMwDMMwYsirhqkwMyrLIGaKUc12iktyjiPOB4IlPiooRlsTUboirmQEl2j5T/gux6A5Rt0I8V7Ob/Ev9Rcqe1txjbJv7nkl3E9M6QnWAkSVGIjK5ROlhRIReZjS5n/+0K8m/G4+M58MZkZlB9x7vAeLSFuyle4162swR9AA9XkzHXcqua6eJ70BagaaSP/Euiv8LuYsE8nWNLUWah0c6k1YV3GC7i0/b6yXQaJKafBxSqnPvzTnImWjxidOV3U66c2Myga4/3gfWCNxgO73QRqbcCxiPyqOyE3Dzyb7EetWUO/GY9HbyMayQDd3vyxTAXVXXF6Ij9scMRbF5eUZhuvlnEWX0XH+fFGTsr9+4KfB9pkai0ROasewHAr6EZfQ4fvdTM8KjvsPxJQOmQt9Gaeh5L6N8iMej/Czt51oizwOP88PgR9xbjM+zvX0zOG+o0qbiejr+zr1G5ef+fSyNysbS7Udh3PMNRraDJNhGIZhGEYMsS9Mzrli59zTzrkXnHMvOec+Of7vy5xzm51z+5xz/+GcO3OVNI1XPeZHxkwxHzJmA/MjY7pMZoZpWETe7L2/TETWiMgNzrnXicinReQfvPcrROS4iLzvtJ2lcTZgfmTMFPMhYzYwPzKmRayGyXvvJZQbpcb/8yLyZhG5Y/zf7xeRvxSRL0XuyyVkiOL/ueD8H1OBdRUYA+U4Kx+H8+K8LSbHBYI1bq6ivBOfaHsu5zmJ6JhtVK0ckWyNE+4rSqcjouv3cc4K1rF8oGOnsjGXBuYimowSZbb8qMIl5I05fGiA7h1fT1RuJY6xM3NhO86HdlA7xuvZv9hGajke3/6issvp/qHfxF3PbRE+FFeHDrU1rONbRMf98NHtysacKemIOnoTMZtjUXUiKbdQHpxTDNA1sFaD602iputQzP2NyhHHWkz+LubIYW0R28gKGoswP85ENEc8F5zv6QYeX2D84TEO8yWJiDwfcc78jH3m0K+VfQ3paabCbPpRnUtk6WROEXWvRbLHcfx81L3nz0ZphyYiyo+ixiPWZkrfEWVy5iI+ZyRL00R9gTn0srS2NB5FjqF0Dn9KY+h6uIZn4LO5XowmpWFyziWdc8+LyFEReUJOamK7vfenrvqQiCzM8d27nHNbnHNbOvOcVMx4dTFdP0If6siYD53LzNZYZH50bjNbfhT1Y22cfUzqhcl7P+a9XyMii0RknYismuwBvPf3eu+v9N5fWeeS8V8wzlqm60foQ/UJ86Fzmdkai8yPzm1my4+iZlGMs48ppRXw3nc75zaKyOtFpNo5VzD+Rr5IRA5Hf1skKV5Nb+NUG4c1OK0Ah5owbNBAU79jNNXfHLEskadNeV9x4TEEpxH5fJN0fVX0lwlezxp6CH/C4UmavrwA+ioulNkA5/UMfXZRTBkEZCZLeWfiRxnv1XJkpIemjBvoHnBKCezzG+izHE7YCnZceQhOHfCDiCX7WaUI4Ltc8mAPTbWvoH2h//F++Rx42v4O6JsMfZYn+PEceb9XkQ+1ko3nNZO0AjMdi06XH3E5Hg5vPgU2+9Fqsu+g43wR7hnfX7bfAt/lsaiZxg8OzS+J8KNv0P3k5e93wDaHwI/T/cYl7ZtpP01kzycbfQf3O+a9TIWZ+lG/92pZO/YXL+fncYH9Cv2BpSB8jzbDvvg3jJfss41L7/n+8mfxPPh8HyY/ijsuwuMGpwPA0C+H/Rm8Bg718XHW0nFQvoPfHc7hR5NZJTfHOVc9vl0iIteJyE4R2Sgit45/7E4ReSRuX8a5i/mRMVPMh4zZwPzImC6TmWFqEJH7nXNJOfmC9S3v/fedcztE5JvOuU+JyHMict9pPE/jtY/5kTFTzIeM2cD8yJgWk1kl96KIXD7Bv++Xk7Ffw4jF/MiYKeZDxmxgfmRMF+enGPOd0cGcOyYir4hIvYh0xHzceO3001Lv/Zx8HMh8aMq8lvrJ/OjVy2uln/LmQyKBH/XLa6NvzjSvFR8SyeFHeX1hCg7q3Bbv/ZV5P/BrDOun3FjfTA7rp2isfyaH9VNurG8mx9nQT7Ym0jAMwzAMIwZ7YTIMwzAMw4jhTL0w3XuGjvtaw/opN9Y3k8P6KRrrn8lh/ZQb65vJ8ZrvpzOiYTIMwzAMw3gtYSE5wzAMwzCMGPL6wuScu8E5t9s5t885d3c+j/1qxjm32Dm30Tm3wzn3knPuI+P/Xuuce8I5t3f8/zVn+lxfDZgfTYz50eQxH5oY86GpYX40MWerH+UtJDeeVXWPnExDf0hEnhGR2733O/JyAq9inHMNItLgvd/qnKsQkWdF5BYR+QMR6fLe3zP+MNZ47z925s70zGN+lBvzo8lhPpQb86HJY36Um7PVj/I5w7RORPZ57/d770dE5JsicnMej/+qxXvf6r3fOr7dJyfrGi2Uk/1z//jH7peTDneuY36UA/OjSWM+lAPzoSlhfpSDs9WP8vnCtFBEDoJ9aPzfDMA5d56cTNu/WUTmee9bx5vaRGTemTqvVxHmR5PA/CgS86FJYD4Ui/nRJDib/MhE368inHPlIvKfIvJR730vtvmTsVNb0mjEYn5kzBTzIWM2ONv8KJ8vTIdFZDHYi8b/zRAR51xKTjrWN7z33xn/5/bxWPCpmPDRM3V+ryLMjyIwP5oU5kMRmA9NGvOjCM5GP8rnC9MzInK+c26Zc65QRH5PRB7N4/FftTjnnIjcJyI7vfefg6ZHReTO8e07ReSRfJ/bqxDzoxyYH00a86EcmA9NCfOjHJytfpTXxJXOuRtF5PMikhSRr3jv/yZvB38V45y7RkR+ISLbRCQz/s8fl5Mx32+JyBI5WVn9nd77rjNykq8izI8mxvxo8pgPTYz50NQwP5qYs9WPLNO3YRiGYRhGDCb6NgzDMAzDiMFemAzDMAzDMGKwFybDMAzDMIwY7IXJMAzDMAwjBnthMgzDMAzDiMFemAzDMAzDMGKY0QuTc+4G59xu59y+8crDhjFlzI+MmWI+ZMwG5kdGFNPOw+ScS4rIHhG5Tk4WHXxGRG733u+YvdMzznbMj4yZYj5kzAbmR0YcBTP47joR2ee93y8i4pz7pojcLCI5navaJXxDIjlhWz+9uPGJFTmn7GH4fBm1+YT+9pgLJ9JKM6Oq7XhmTNm8rx44zijVCdTfFKmE45Q5fZ3DXn9an4XI2BReXHskd1/VOj1pmEiklJ2C6+/yGdU2l77blipVNvZdeSYdbLdkRqUjM6Y7bvJMyY+qXMLPzelD+noKRJ8S+9BYhA9lqN+wxwvJh7gfs30obGefYYrgnKuT+hzSdNzhCJ9h/2L6I2pesg8VTsGHqujaOwvLlV0An5+bHlRtz2bSHd77ORGnnYspj0XlLuHxOvEZinq+RETKyK+wr/neJxO5h9gxup891JfF/397Zx5mVXWm+29VgVUUSEEVU8kgo+KAgo1gAkFxukiurUkgxikm2o3pdny629smN4MmaduMnai5SXujuRKHGG0iJqINGmibxCCIKKDILIIMMhVDSVFUrfsH5al3vVVnrTpVxQHh/T2Pj3vVPsPea797nc363vV99D14zVLXF7+1F12//TQW8djL41wMfi9SSjqK6Tl17vuKjg/aDr63rGZvZntDXa1t93V5GYvMzEqc810CHTV8deweM2usI4THqmLSEe7dU1sT7NvXSL/02wn79+Xwu9O/8LigzTria4h7mx6xG4jpiO+p7qTnKjiO1G/AAdIRfmuX/Xsy2xvram1nEzpqzQNTbzN7D9rrzWw0v8g5N8XMppiZ9XIF9kiHsiY/bF7t/qDNg/YQEswKuNlG04WsKekWtCth/1lVW4N9T0EnNfVZzx/Yl9neRheDfywuaVec2R5Z3CXYt6Y6KNSc/KwYeExmYV9dQw85xZ16Be0+cP6P1VQF+26mH7fv9RoetEfAe8fu2ZTZ/tTu95tx1FlJ6gg11MMV2H3Utx/BGionDQ0mDWGf83Wv6tgjaNfAZw3YG9aL5H7kz5oB1yt1nVHnf03XbvOHYQWBFXXZfzZT38N9hVxNGup9/AlBO6YhvAfMzKb2OSdod4O+uGXLkmBfwa7170YOOUbOY1FXc3YHDJ54D8XuL7PG1zemo+NJR8hu0tEM+l4e8/Capa4vHvOddP3W79uZ9XPNGo9NMV6N6Ii1ENNz6tzfOXFc0G4Px3jlhlcz25+h8T1HctZRqTmbAuMmjjmxe8yssVYQHquGkI7w/OeSjnhc4HEQ96+MjCHML0v7BW3WEV9D1CjfQ0xMR6Oon6aQjt4AHaV+Az7of17QroEHqs+896fM9nU01n7EITd9e+8f9N6P9N6P7JLoNCGaAjXUWRoSLQR11Ek6Ei0EdVTiWjqZJT6OtGaGaYOZ9YV2n/q/ZaXEFdhw+FfHIngi5aftk2i2g9kGMzbd6F/Ec2gGogM8RfOMEhP7VwE/rfLTOf6riEN//C8Gy2F2IPV0jt97NvXj1A7lQRv/ZXIzfe6qos5Be8PFPwzab+9a3/C5b0zNbL+7/Lno8SXISUfFFp4vXi/W0DjSUBVdg5nwrwjW0AyaCS2F7/kzzarw9Un9Cw/hf1nhDGEFfU8NfQ5/b+xfdNxmnaM+uR+fpH/RXQTndyP16VaaVdg6/ttB+0CX/pnth578bLDPQF85kvNY1M7CPonNWPOMWwGd469BR8Np33TSUTmMeS/Tv8hZJ7FxgPex5m4F7VclZrdj4wu/lmd+WL8xHc3q3CdoT4TP/lZC67ee+83wmMuGZLarHh6T2a7bV2mtIGcdMXgduF959p9/434Cs2M3k46epqhJL+iveXTf8DXKZcaQX4vH/AbNurAGY+Mck9IR9h3raDqMIWZmk3CGl3TUlY7ptou+H7SPg2vQ85HzM9vt6Z75iNb8M2u+mQ1xzg1wzh1nZl8ws2db8Xni2EQ6Eq1FGhJtgXQkorR4hsl7f8A5d7OZ/acd9HQ97L1f2mZHJo4JpCPRWqQh0RZIRyJFi9MKtIQR7Yr8bJiWxbDVHppSntb91KBdSc74G7a9k9neSFOdr9P05TwwzE1Y88dgX2oaEUMXbGKMhe9SYTVuY3iPP5enJHnaFPdzGGoemQU77Vyb9Zh7UvhgBpn8RoG5cBhMz35izyZ77UB1XoL5f9WuyL8CISIMMa4iDc3pcXrQXkzndw+YRddRv/2JwlALQVNjVs0M9vH0MhPTEBuMcyEWkouF3JoCz+FyCs2yhvpVrsv6ORzanF56YtAeuH93Zns0mVWLKte95r0fGT3QNuKUwvYeF6BkC8+ZmVV3Gxq0n+vcN2j/DMyiPBZxGGrVcQ1G8xPWzg725RJG5TEhZTCOkYspOBcd8SIS1lFBJATL1oKZ1I8YIkcdnb1nsy2o3Z83Y1G/gnYeFw/gdWEddSs/KWj/otspQXva6lmZbdYRh6Fwf/e1c4J9KQsHHldsYUEK/p5cdJTSOrZvJR2tIR3VRhYdsV4XRXSEC8Ky6UjORyGEEEKIBHpgEkIIIYRIoAcmIYQQQogErUkrkDO1riBIIolx2KGUBGsgLet7nZbHL4PUAYPotYM/CBOzYpzyTPKxFFOaAfYexZKL8T6Mu3ai2Cl7tHj/EDjGVAyawfjwBPoe7ld0DbBPwKgvbti6LGjjsnw8n1yylLeWA+aCpet4TGV0riMoiR0veUdPE2vojM1vBu1S8LGMIY8cL9tmDWEcPZbs1Cy89rwklj1a/ej6rWuFjwWPq5o+ZxgtJ14Dr2UN7SBP1pU7VgVtXC7O90Q+6eAK7DQYf1BHQ+g+KCGvFesIxyK+31hHFWWDM9tjaCxaTt/LHpiYV47HImyzfyTmgeTXczLCFPjZ8xM6ehley+fG772Y/E6oI7wvqnPIUt4W9HAFgVcLf994PD2JdLQtBx1dRDpaBZ6msZRG52X6Xr7+Md8uj0d4XViPqd/KwfD6XL2aMT/mBBrXH8/BkzUh4ndqjo40wySEEEIIkUAPTEIIIYQQCfTAJIQQQgiRIK8epkJfF/iJMA8Tx6zHU6yRc7ZgrHgBxXs5ZnsheEy4/MceiqvHYq0cH72RPush8LlcuX1leEz0udsifpNU4WGOHaPPYAftm03xXnwvexk+QeezldLMl0Kfl8B2QR7rKTkLcy9hMdfldN3PpnNnD0VMQxz7/izsZw/Lf5E2Y4WkUxq6v/tpme2vbH072LedPncFXZ9s32kW9+KZmT0Kn8X6mhcpicAa4jxge+iYa8E3FGaayS/eQh8M6mgBe4fIo/ZZ8kiiH5FLL7EWbgUdcfmPR+l6xnLXcH4ZzlXzaM8zMttc5Phx+p5c/CWsI/bD4DmwNh6mewz387lyDif272G+r0HwOUWW39pudc4F/jccMxsVxyZtjCKP6CD4HL5GrKN/hL5sT/3MBbFjpZpSOpoBBdivIR8Vf08uOmKvVExHPB49EPH6pTyirKMK2D8I/p5NR5phEkIIIYRIoAcmIYQQQogEemASQgghhEiQZw+TDzxMmIeJY6kcw+VYZA20Ux4fzLFTSrHgB6nNn5VLTiSstVYZydHUFLH6PgznvonV7OHPwtdy3Lgq0Y8V8F58bV0efQOFFmqI+xlhDbH/on377C4a7jfO04T8MlFvK1WvEDlvz8bMNnulLOJZMguvV+qe4GOM1cCKaZfPjX05rMfToM2vzScFFnoo8Vi4r9ibwToaADri98Z0xH7D1DXKZSyaCPX+WEdldD58jZCU9y32+tjnmoXaSZ0be3iuSoyR+YI9lbGahNzmvkVf1goab7h/jof9L1HfpDSYi44ug9qjBQkdNfJsAXyufIxMLP9T7LUpGtVphW3sl2zfqBkmIYQQQogEemASQgghhEiQ13lN71ww9Y3br0OqdzOzIbQsn6fwSmGabiZNszWavoX3ltD0Hi+j3E5p5nE6m9PVv0TTpiuhnZrK5ul2nHZMhUQG0XuvgqlcXjbJ/fZpOL9TT/t8sO9Xa+cE7dH0WVvhnHAZdkEeyxE474MpcAzrVtO1sx2ro5+FoT0OH/A1uAraHAZkDZVwegZcukqaeYmXoYPGUku4eT+GjlLT2BzWzaWUxmQ430sHTwj2fX3jwqA9jL63Cs6B78V8Uut9UJplTcceme3RvESfynIwqKNUvyNc+uZqChFfQG3UEZd0arSUPDIWpVJOzIvcF8wQCtPgZ/E4HFvyPbXPOcG+xXTvfpqOsQaOi5fV5xPW0fJOvTLbt9PvxTcp/Qjfz6ijVMgKtdOotA1dE9ZVEZYno7Bao9QWOehoIn3vjBzGo1hpH9ZRrLTP25CWxcys6sNtQftyGn+5DFQKzTAJIYQQQiTQA5MQQgghRAI9MAkhhBBCJMirh2m/r7N1GO+HeGkvin+WgKfAzKyUYq2zOvfJbF9CcVeO/6JXipfO08LtRqVT0Lf0CsU/eTkjloVYmkhPz3HYGLHzMTNbBH1zGsWr11E/fre0X2b7/BPHBftuomP84fq/BO1y+J63oOzI7jx6CKrNBz6tfXs2NeyEczMzG0vnzp6ZGaCh0eQJ4euTzXtn1thT9sTxJwRtTDfxMn0P+xi+Bfp7gTTPsXzWVMr3EAO9KuyvKy7pFrS/B37DoWP+V7DvO29PC9p/u/wPQbsX3Bd7YMlyvqk2H/pzoBRTJV2/2+n8mbmwn3XEKQkwlUAn6ucJNAZO7TooaGPKiTdIC3zN0B/EuuE2azCXsYnZnmWJvZnZxR3KgvYc6Od9lz4Y7Ptfbz4atG956+mgjTraAh6zyjz6Kc3M9poP+nM0jEfrSDc/pPuVf4sWwr1fxv5Yei+OgTz+cFkZLNllFqacWEF6jXmJUj7P2PjD+1KpDbZFdMTnNxt0tPKa54N9T74W6uq2xY8H7QrQEf6WVGfRkWaYhBBCCCES6IFJCCGEECKBHpiEEEIIIRLk1cNUZC6It2Jcc9iH24PXPt11YNDmkiboC+F8JhzPXwb5efqA98bM7C6OFW9aFLTRC8CxfY7pXg+vHUBeqDKKFbfGb8Lgd/UYdlWwbxz5Bnq+vyCzPem/7wn2lZN3YyHF4DFNfng2+aPQXBDTzkVDfekajAAtDKXYPV9r9Lb1pO+5jTVE3q/lkZxc7B8ZDhoaSXmlyul7cilhwnBZDszLNGHIxGCfIw/E3m0rMtu3Tr8+2FdKeltG53A69N3h0lBTYF9eTDqZXnpi0D59346gjT6Ifon8a/vAf7GS8vTcx2PE+leC9mtZxk6zxmMe+qEqyBv1TEJHsVI+fF/EvClv9jwj2PfFE84O2oP2785s/91TVwT7wmw6Yb41M7Mx4DdZBsdQ6/PrYar1PugD9KyNJ//aE+RJG1X1QdBGjyXnNGLfWSnoaD5dT/5NK3vvz0H7zUgZINYR5pjjvGD/nsN4xGNT6vcPNdibfpcu6PvJoI158Sb/dlKwbwrdYx/S+eHzwGPQx3uz6EgzTEIIIYQQCfTAJIQQQgiRIK8huS2+zh7Y37yJ+EmUGp/LUeDSbp7270+ftRqmFRcnyhzwlCROQfNUNU8z4pJxnr5cBynzzczep6WRuNRzXWT61cyssskjP8jltFS729ZlQXssTGWfB0upzcIQlVlY/sQsLEFwTzB9mb+0Att9XaMyEBlIW1dSeR1exotwOokz6fq9DvufhGv10TEhrCEkpaGX4NwuoPeWUYi0Gx3zeLierKFudD6cGqEKptNLamuCfZXblgftyaAx1hC3OZSOZSR+TvrKJ5W+LijdgJTRNP6VdA7cd8E+6ufJNG4thHv5ARqLcll6HdOYmdnjoKNLKLzDy/uH0TFjaJtTW9yY0BGGle6n76k48GHQxrFq0s41wT4ud7KHwj3LoY1hsHynFdhnPmvZjzIK3V+Z0Duecw1dM77e6+E63JX4TYvpKhXGx7GWS6xcS9eXtVAI7+Uxm8tJsa0G0yZMP753sI+tIrduWZLZvgW2zRqXPuG+eB72BzrK8pumGSYhhBBCiAR6YBJCCCGESJB8YHLOPeyc2+KcWwJ/K3POzXLOraj/f9dDe5ji4450JFqLNCTaAulItBTnE8swnXPj7OAK4Kne+9Pr//Z9M9vuvb/XOXenmXX13v9z6svKCwo9xtMxLsvejhvJn8EeJoyPLqVlh+9RfBR9FVWJpZBc7gSXc3K8N/ZaTjHP6eu/12t40MYSLOPIv8Vx1xLqG/QaraNz57gyekpmk2fpKopRc59jjB39Wrfu22kramucRWgrHbGG8Jrw9WANcV9gfHs+lVXZRh4C1NB68rjwUmvWcjaPQ1PHHNPQ2dT+cY9hQRs9IqPIu8awpwm9J+znivlUVkB6D7PG5T2aqyEzs4lVW1/z3o/MdsyHcixCYkurmwLvz3colUU70sZZcM/NJI9LysOUi47wtbyPz/uF8pOCNl7fE8i/xgynz8Lry2NRzEO4FkscWWPtF1EbjxF9sT+o3m3r6g7kZSwya52OYkvrWUfl5H/C34tfk46YWKmblOZipW6uoTGEjxnZSeMRa5LHNkx7so/6bSv1N+qqgPxcfMyc9gP1ejc8Gzy4f4+9X1fbSEfJGSbv/ctmxlfkMjN7pH77ETO7PPU54thGOhKtRRoSbYF0JFpKS1fJ9fTef1QJcpOZ9cz2QufcFDObYmZWYtEHf3Hs0SwdSUMigsYi0RZIRyJJq03f/mBML2tcz3v/oPd+pPd+ZLGTuETTxHQkDYnmoLFItAXSkchGS2eYNjvnKrz3G51zFWa2JfmO+i/LlveB46wc/2YvxFCIYS+hfBADyaeEpQt20PenYuWjYZt9H5wrBF/LseEVFIP+ygdvBW0sv7CZy5lwjJq8H+3hnDh3EpcU4P3IKk5tT+ewFPbj+bWiHEGLdBQcI5x7zhoCH8Au2nc69XlxJH9YSkMG+jstoaEYnBPnK1vfDtpPlA3ObFdS3q9S8ohwfiSkgnKmsIb6QV88T5rhYyyPfE8blQdqkYYOUEmLwZGyI+yhYB0NgvGmkvqO+3INjU0Ie2HY94h9y5pjyqDfG+WeoWt0CfmU0NNUTDraRzri/EiYT4fPnb0nOBY9mciXUxbREd73B1qeh6lNdITjEZfOqqX7yCI6MvJJcl+y/w9hbbCX6vkcdIReOD6fRjoi7+3roKNhnfsE+zZQvjYu1YQ62kHnWsGeXjiur1I/sVcqpqPm0NIZpmfN7Lr67evMbHqrjkIcq0hHorVIQ6ItkI5EkuakFXjCzF4xs5Odc+udczeY2b1mdpFzboWZXVjfFiIr0pFoLdKQaAukI9FSkiE57/2VWXZx5QYhsiIdidYiDYm2QDoSLSWvteQ6u4IgTo85ZzjWyF6bqZwrBOqEPUc5dO5+f0HQxjwy2ykOy7lN5sViw4mcTeg56Me1uhK1n0rrGup3/aL7qcG+iVS7rB8dYyeIfbMnhtvov+Djf5TivxPJc4BeAXxvUR6Nj6XmAg3h9eP8Rxz3f6j85KB90e4Nme3vVJwV7Hty9YtBm2sdIfMoLh7TEMOevliNsOG8j67tyeB74Dxfk8lfYJSDCzVVR/deCfkcUMvsgeD6bJyrJXbP55OOztkoOPZYvpnUWITekx/1PCPY9/uVLwRtvL6Nxh7S0X2kIzwu1jpTHnltqn7YKMit9V26L8Z3KA/afeAeMgv9JvOo30ZGcuCwjhr5Y2gsWpklz1RxnletFTuX1f+W1FHZkKBd4msz2/ybxuMRnjN7i1hXPK7Hctfxe2N151I6wtx1rKNBlDtxJNX9nA/3FN8X15NWqiNjCp8P6yzb70e7LDpSaRQhhBBCiAR6YBJCCCGESJAsjdKWjGhX5GfD8kJM6c7Te1ymY2FJt6CNS1QH0VJdLu2AS6hPomWxj9F0JS9Nj02x8lT31XDMHMLhpchb6XuDkhi0lPeui38YtP/47stBe8kbUzPbXCaGS3xg2GY3lbXg6cvYdOapcD0u3bnW3qz5MC9z4X/Vrsi/Av1zD5xP7HqYma0nDWEJHU4jwBrCkNV2CmfxlHGshEVqGhvLJ7CGOKxbzaFAaPcmHfzof/w4aM9ZNTNovwQa4pQEq6kvUEO8PJjDA3w/4ZT52I49gn39ty6LlkZpS4YVtve/Az1g+IuvEU/jn0o6Qq3wWMTXDHX0DL2Wl9KzrpBcdMRwugJOJ4L6ZR19/8LQC/3+O88G7XvfnpbZ7knpUTj9C+roedJR7B4yC3X0OdDRJTvftTcO7MtbXO6Uwvb+ETgv1BGH13l8+gLpaDF8DtsJGqVogDaHL/mee5V0FNNOqvxJ7LXcxuMa1KV/sO/faTzau+j/Be1/WjEjs82pWOaQJnHsfpZ+31M6wmO+Ha7H+F3r7fUD1bmXRhFCCCGEONbRA5MQQgghRAI9MAkhhBBCJMjrul7vfbBkObaEmlOlDyOPCXqYSihOyb4B9A+l0ruPIr9CyiuQ7bP4fdsTKdvRJ8Hx6vfffy1oX75zbdDuBJ8V66cUsWMyMysBr0Z76MeCPPrg9vs6W9fMpensCeG+wX5mDXFZFSwPsifhNclFM+xriGkol89iL837lGpjPHlG0NeylZazc99k+04zM6PrMTjca+OgX6sS/oJDyV7vs6Y4iPkYzRqn9UCPJKdkWEbLw3Fs2k7lL2KepRSsFVxKnkor0KgMCeyfQPfMhg2vBu0TqS9wTK+l63synS+SKtHBoD+xAMeilpdGaRGso9hvGlNI4zymrWF/4pyuA4N24LlM+AiZbCWBmgLThKR0xH4hfP0l5C367Zo/Bu3J9F48Lvb/9s2hLAzfy0zMo9UUmmESQgghhEigByYhhBBCiAR6YBJCCCGESJBfD5MrsH3gYRgJ8cXFlKPjhu6nBe1bPlgatM+CXDjs06mh2Cp6VcooZntfcZegzfF8jIHyPo6Xog9kPsWgOf47nI4ZPTI19N673wkLZ3NK/c8OurjhmCi3UpUrDNo/79HQr98mXwv7XthHhuU2rtv6Tma7cs9myxeFrtBKQUOToa/YdzQLcn6ZmVVRHH0oeCo2UiybfTvYLqJryTlvYh6YlIYG51DygHOV4fmzhr4K+XHMGucyGXfSpZntsz7cFuwbSt6Tp/qNbXjt5jeDfRftWh+0S+k4xsF7v7FxYbDPqDzCoaRrQaFNhv5aBF6Ns+macA64SrpP0LdUQPc131NIKt9TDNYYv3dIDiVY2MeBXsUqeu23l/8haL9H2v8KjEVcCuRi0sY/9Tmn4fhp3Lply5KgzZ816cRxme0frP9LZruaxrtDTZkrCPxUMQ/iOOorHmNWwXv70fXkPHFYVoa1kIuPKjUetUZHA0BHRfTeFyDPkllj3/FPeo/KbPO4/sVty4P2HaAj9js9SDkLWUc39R2T2f7BhnmZ7QNZ/KOaYRJCCCGESKAHJiGEEEKIBHkNyR1wBUH4DKfP/u+nvha8dvKlvwvaT/zroKCNU7g8ncfL8nEabl1iSThXxT4bpua4hEApTRVO7dzXsnERVfXeGCmdwuEhDjH2q9kbtIft29FwTAeqg30zS8Njuhiqqf+ejn8zhazOohIgWPF+VNUHme2OdTWWL2qdy9pX3x57Z/Daa6/9ftB+4s5QQ1/f9HpmOxbGNQtDS3ztUhWxEQ6znUTXYAYsQ+cp+7F0PdbRZ+O9xRpqn1gaP3nnmsw2n/syClufcEJD9ZK3irsG+56pfDf6PVdtW5HZHhgJVx1qai3UUR/ou4uGfyl47aRJYUjuTz8Kw5scIkA4JInXlFNicGiFw/i4n9M1TKBxC3XUi67nTXRNWPvYLxzi4JAGvxdTnvC5MyNAR5UUcppCFg3WZLbvKcxzWoEC56wI+uhy2J4w+JLgtXPO/07Q7j3tmqA9CcZXo36O6SjXlAwx+LMWga1hNOnmcromrJXKSGoAvp78Gz4GfouGcXobGhcLe5ye2e5D4fMvJ8Z1fI7AMTJbbR3NMAkhhBBCJNADkxBCCCFEAj0wCSGEEEIkyKuHqdjXBkuU90As8tK//CR47a93Xh60O58aLhG/qaBh+ejP1s0N9sVKpfByTfaf8DJLpIJ8AgvJ23EvLLvv3+XE8JhoWTend8flxxyvnlp+UtBmb9F5kBp/KcVoe2xZHLSHQCqBJeQT4GPiuDOWFlkA17E6jyUujvN1gS8GNdSf+njWrMeD9vYRq4L2l9/+j8w2Lz/lEhftQUODKN7OPjj2KeEyX04nsYq8Rr8ccEFm+/jjK4J9nV97MGiznwSvzx46hpfKQtcLx/LRM7CcdBAqOfTssL+JtbuJzg99SyW0lDyftPN1Qf+hP7EYvSRmVlV1btCeOyy8hotXPJ/Zvuf9+cG+SurLbqAFXnbeqDQK6SxWBoiXXt93ymcz24V0H/+IdMTXbDdcF/ZVdaVSL+xhQh/OS6Qx5odz7spsp0o4rYYl6mbhWFUGY1FhXW30c9qaOu+DMiZ47y/s2D147R1jzgvaP3/zb4L2MkiPcA+VoGEdFUbKJsXGnxS7qZ9/+ldTMtu7KC3EY4vD8ZV1NJt+p5CxHXsEbb7+mILicdLRDjr3+xb8IrPNXijW5zs0XpXDGIDjQbsszwGaYRJCCCGESKAHJiGEEEKIBHpgEkIIIYRIkFcPU52FMcZJQyZmttkvMw3ikmaNY/QYi3yC/BnsxcHYKqfg51wn7CvoBMe7io7hayecHbRrwFdVRmUfOLU9x3uxzbH/mVTig/sCP7uMfC0zqL0dvCpjKU47g/wJ7HPBchqnQ8y5iPr7UFLjCoIcQzdBqQ2Og0/7zeVBm8vvIHzu5dRvGN9mDxlrhttdob2YYuhXgGfJzAxdS0XkzRsWKY9gZrYONMR+mCfIB8ex/lER3wp/Vjlo6Fr+HroXOQ8T3rcD2YdBecAOJR8WtAv08Ivup2a22QN54ff/LmizDw3vEy6jUkqekPbw2kGtuW9Iy3dAKQlmCOmoJ+moE2lhNpw/ezr/AjlvzBprcCxcw1Rpn+fBp3IX9RN77jiXFOp3M/TFATq3Q011YXtb3qlXpv1014GZ7cnkhVvxj2FOvDs+DD1AeK+wN7CExvxS6I/RdEx8v5bRNcLx6UzS0f3dTrFsfGrToqC9nkomFZOO8Hrz7+x3e40I2qWUyw91xLphXRnk5OIyVTvgepiZnUzHjODvh0qjCCGEEEK0ED0wCSGEEEIk0AOTEEIIIUSCvHqYvLkgLwLGeJ+iWCN7ISr2h/XTJlF8GOH473sQ12RfzvBETZsaiP/yPqxFZmbWFY6J464/T9SsuwB8OZxv5Z8pdsy5JBD2zzDoSXiLvDgnk4+A/SfYd6vgtT5r5Z22p8D7wGOCfqLnyId05imfC9rXbV8RtO+GnFScr2Me5QlZAjXTOP/RBDpG9uNVQZ/zvl+9+19BuwB8Hayh75CGrqEcR2fDZ7P35OvkqeMcXKhtrifVKD8Q8Bx5AtgjwH2Fedi43l0+4ZxwWINxMdXH+9fx3w7atcueCdpPrn4xsz2Uzp/9h+8UlWa2L6O6e1dTf3QlTaJGF9M1Qi2bme1eMSOzzdfvVm6T7wOvP7/3Hza/GbSXUF/hMfIYt4LGExyrHqNx+Gx6LfvK+sB9j/1UnOc8TO1q91s3yINXA79bc8HbZGbW/eIfBu0pfw7bK5b8pqFBXqxVXfoH7dc7lGe2WUfXRDxLZhbUvltF1+iGbe+E7509L7N9H12T++iasA9tInw264i/h8ejbJ9jZvZoJL8Xe3YvpTYzALyb6I2qyZJbMDnD5Jzr65yb7Zx7yzm31Dl3W/3fy5xzs5xzK+r/3zX1WeLYRToSrUUaEm2BdCRaSnNCcgfM7B+996ea2TlmdpNz7lQzu9PMXvLeDzGzl+rbQmRDOhKtRRoSbYF0JFqE897n9gbnppvZA/X/nee93+icqzCzOd77k2PvHVjQzn+nuGFKGkNPvPxvwd/9Lmhv3rQ7aN/5+P/MbBfTVCFP/+H3rEssnec2hlB4CS2/9m4o+xArsdIUOH09gaYgORTI5U9wmXMqNTwue+Zl6rwsn0NyWDID+/gH1bttXd2BnOJyLdXRCQWFfgqEEHC56nAK4y7+37cF7RUrPhW0v/XI+ZntrdSnrCEMU6Q0xGEovCacToJLsNwFGsoVPMbJFGZhXbxC34OaY80wT3QdlNk+uboy2MehE9YQfi/38d3Vu17z3o+MfjnQmrGovKDQ4z2HYYu/obFoxu3Tg/by5e8F7V9MuyazzSlBeAk0XqNCSNNh1lhHsRJPrKONh0hHN1KYhXXEIVl8L5cQWkXn82q3oZltPldOw8J98wPYj338/IF9tq2uNi9jkVljHSHfp3Dsj780J2ivgLCpmdkzUCqGy4Hw7wn2czGF/nj8Ya3gNeR+f5nu1/sjqS9S9g88xuvJRsLWBC6jgr/ZXNqFx406SJnCKXcmVq4L2tw3X4XvRR396UC1Vfq6RjrKyfTtnOtvZiPMbJ6Z9fTeb6zftcnMeubyWeLYRToSrUUaEm2BdCRyodkPTM65Tmb2H2Z2u/c++OeLPzhN1eRUlXNuinNugXNuwa6mXyKOIVqiI9RQVY4zouLooy3Gon3S0TGPdCRypVkPTM659nZQWI957z8qCb+5ftrS6v/fZOlx7/2D3vuR3vuRnfO4mkocebRUR6ihEicNHcu01VhULB0d00hHoiUk0wo455yZPWRmb3vvfwy7njWz68zs3vr/T2/i7QH7zAdLpTEGOo7KIlzxnz8L2p/sGM6O3tHnnMz2PRteDfadSfFe9B7totjpHPIRjKHjwPgvLh81M1tl2eH4LqeGv5lirRjfv2LghcG+je06BO2vLH0y/DKIy55GS5Nv7/vJoN3vsocz24+/+3Kw77qXvha0B5EPApdsYky9uhkzh22lo3bmgr7EfuayN1N/Th6BLm8F7R3QNz9Y/5dg31iKm2Os/0PaN7VsSNDmpeUD9zf47yogbYBZfMk+w5ri5eB4TT476OJgHy/h/9IbU4P2fDiOs+keeQi8JmZmlX//L5nt2YvDdB9ffDH0ybKG8Hxz9fm15VhUZKE3Aj0TJaSjYf/n6qC9qvTEoP3dirMy25wCZGRB9iGWUwM83WVA0MZSS2ZhKpUd5M1ojY44PUWwb8D5QZvHos8veSJocyoMZCuNtatveKphe/Xbwb7OM/8paLOOUDt4Ps3Jk9OWOmpH34864tIhtzwS9iVf7/uh7MxXPgjHqpg3dTF5qLDMj1ljbyqmhlgFZUXMctMRw2kxkCknjgva69p3DNoXLH4s63tZr0Mo5ctU8IZVsmdp+vVBO5aOCMeD11zT/dAcfY0xs2vNbLFzblH9375mB0X1W+fcDWb2rpl9vhmfJY5dpCPRWqQh0RZIR6JFJB+YvPdzzbLG0i7I8nchAqQj0VqkIdEWSEeipag0ihBCCCFEgryWRmH/CcahObfQgoW/DNqvko/iGUgVz2nVe0XKnXSmGC2XUfnbmeOD9p//3FC6ouLm8HNrKEaN57YtkZ6e82xg7J/LWLxHXpXuFM/Gz+Y8GlzK4KbnG3ITtSdPwdOUf+Ysyo0xOkvpjT/UfGj54oD5oG/x3PeQf+Jv17wUtC8mDWHpAtZBozw3EJ8vp1wez3UJPS3/+sq0oH3//Q1WiNJ/+Wawr4x8ceiBYA2xD+55Og7UEHuyVlM+ne7kn0FeoM+9jHwOVzw3M7M9r64m2FdF/gnWEJ5frh6mtqSWvj+bJ8bMrPv2lUH7cvqsZVDuhPPAsI4w/wznqFrYb0zQ/t0znwnaD9zfUL5lwo+/EB4EXaPBkX7m82PfSkxH7IdZRp+F38Wfewn5Q7/xXw9ltneTt28q5NYxa+xPzJYDqLDJvx4e+Bg3U26p02nMwXuU+zmmI/ZMbhoyMWj/27+F/T59+qTM9nn3hL7VeeTxGQXfwznFUvmRUAusI87DtDDi9WuUV5HGlLlz781sl+5YE76X/E4Xkc5yRTNMQgghhBAJ9MAkhBBCCJFAD0xCCCGEEAlyriXXGoa3K/azSvtm2q9CfJFrB3F8n/PIYIx31vG9g32XVb4btLEOEX8O+58GPxfW/+nSpaH+2LTxvw/2TaScKxizZf9JKv6LXEDHyDXsGK7RlO2YzMJ48EDO11FYFLSv3BFmmloE3hY8/vP3fmCLavfnJYPbGe07+N+Dfw39aZyrhfuN4+boN2ENTdoZxsJRQ+xT+RPlCCu/P8wFcuGFDV6qL37irmDfL1bNDNqxPEXcbksN7YD9rNVYbp1BcC3MzDbR93ItJ9RQo/wqezblVEuuNZzevoN/CmoP4vXluoJ8nF2pjf63V0u6B/sm7grrzhXCZ9dSX83o3Ddo77jt60H7859v0OSEzy0J9k1b8pugzf62GHx+2GYdsU8w5kNj3bAXBT15X4Aal2aN77EB5GHC80Nv5Weqttri2pq8ZZM85biO/lfgjUTP3iK6Bqnaa+1RR+S94fsIawdWkN+J8zut/dKsoH3FFTdnts+5Mez31a8/HLQfo3shF/B8ryId7Uj8PuJ7WTfcxtd+i7yaq6i9nfxP+FmYRyrbb5pmmIQQQgghEuiBSQghhBAiQV5Dcl269PfnnvuNTPuEExpm30+hkgq3bAmnnGtoOhPbPH3LYTdcdlkSCS+YNS6VgiGfGsp1dvq+Hc3+Hg6b8TRqDP4sns6MLeVlcPqyAEISZmZjadkvpyhAPgFTneN3rbfXD1TnZRq8R4/T/Oc+93imXQvne+1zfx+8ls+H+60IpvJ56paX9eaiIV7KuqS4a2a7X01YSoRTYGBYsYL2sYb6UYgRtcohuI05hGhyKY8wtLRf0Oaw6CuRkhbjKQzTe9vyvIXkevY8w199dUPpnLVrZ2e2H55zV/BaDtFxqGkCaIXTU3AYGPuHl4ozC6l/ZkBfc7oG1lE3uN58TVhHgyi0izpirXPKCaY8EkphmwJyE90z/L3PRHR0Ldgq8jkWmZlVVIzw1133x0z7/r/8JLP9xmsPBq9l3XA48xLQ0WayinBpFLSssI44bLqedITpY4aRFWYg9TPCmotZQczC37hqOsZUqA/tBrF0BcxP6f7j54Z/p/NDTd4Bff6p3e/bwiZ0pBkmIYQQQogEemASQgghhEigByYhhBBCiAR5LY1yXPUu6736xUx7/BtTM9uTKCU7lw5ptAQZYpxDKZb6OsVs0c9xGpWi2E4xzzHke0EvC/ta+Hu4/ETsc43ishhr5bgrl43hWDj2xZBEunrk07RUl+PMvNQTuQD25fOpu2jXehv84lcz7VIozVFBae8fSCzrHQ26GEbn+gT5u9BTcRJdy9103dk7hT4B9ttxWovVxx1v2bho94bwD3R+MQ2xZvjajo6USomlFbgq4WuIaYg9Wvmkw861dur0L2faZ9bVZrZ/Tb6OVIma+XDfDKb3riOPF3qautH1Y58K6ww9JOy5i41FrLHzaAzcQcdRENERX0/uGx5/kFiajDUR74xZfCn5cvDz7Mt3uZ2da81NvyHTnLZnY2b7UdJ3qkRNGZzjaNLRUvLW8nWJ0Yfu0S/CuF9DuvkTlIsyC/1R7MfjcW4dXSPUc2HCz5ZLmaTYa9ljx3qMjWXok9sJ4wGiGSYhhBBCiAR6YBJCCCGESKAHJiGEEEKIBHn1MHWq3mVjoBTEdIg3LqVYI8cp2WOB8d+5FHflXBLoFeBY+DiKM7OPZxC0uexBZUH7oH1yJFcPtzkGHfNKnZTwcyGpkgjYr3X02iLq48ER/xPm+qjNYy4vt3+vHbf+lUx7Dhzj+oSGOJ6N/TiDvCbl1DeY94Q1NIHyVbGPB70JqxNehBH7GvwGrBnOt8LvZV8LMoSOkX04CPcbvxb9B3yu3SgH2uCIZyCVx+VQsr9mr63f8GqmHfNa8f0Wy5/zCpWK4WuEvi32acb8P2Zm2+D6F5COWCtYaop1w69tT8c4G3wt7DMbTfdFzIsSy7tkFvYre0smk9cv5j05nLjqXVa0pqH00U8jYyaXMoqNT/NpPHqP+mM0+JA4t1CsZJJZqPVzefwhvxNe/9RvGN8nL8Pv8ijyy45O5FbKxdOEpLyZsd8A3Ffkmk7lpRkmIYQQQogEemASQgghhEiQ15BcR+eCKTKcDuNQUiyNgJnZPpii5HImX9y2PGhXRZbdp5bSr4DjOuWDpcE+nnIeBMt3eXkml6rgJcW4n/fFwgVm4RTs1RQSiaUV4H1n0rRvoxABnB+WJLEclri2llLnghBILhriqWqsFs/ldDgNBGqIp3m55EpsCf+2jQstxiAIh8zq3CfYxykJuOQF6oanz9fTMcaWg6c0VAbv5XMNFyk31hAuY+52GNMKFJsLjq08oiOGrz+WgFjHoTG6Rrg0O5bKwaxxv2Nfr9z8ZvS9l8G9OpN0tKldh6A94sNtQRvTYPBY9EKiyjyeU2pJdyzMxuMl91V7SAeD4fKOlreqKGZm1s5coJ1RcJyvJn5beDwKSh2RbriECeroErJwcDgrpqPn6beSeRR0tJh+Z2d07hu0J+56L2hj+gouL5QKwcXujdj55BI+NzMrARvDerDUZEMzTEIIIYQQCfTAJIQQQgiRQA9MQgghhBAJ8uph2mdhvBHjixx75KXMfaiECcZwr4TlwWZmcynGOQxi+BXkz+BY+bxIGZLHaB/HoFfC0slP0vfc0eecoP3pynVB+xrwJHDcNbVMFF/fj2K/p9JS87dg2SjHiYuo3zaSDwuXka6Ac93rm04jfyjY630Qw0bdcD+xhkaShtATdAZ5QtbSNegBGupGcXBOz8Ax9pgHjY8Zy3KcS56lKSeOC9p/s3VZ0D5vy5LM9huJ5bVh4ZdQQ5xegjU0F649+1TYO1XVsUfQxvv2RSplk0/2mQ/ubTyP1P12I/XHMmhXU4mnuaQjHIuGkm4WtaGO7gYPzJfJm/FQn6FBe+D+3UF7A3hP+DvZAxLzKY0j/Q7g14KOePxnX6BReZdK+Kzb4Pzey+NYZGZWnYOOeFy/i3S0GM5xC90b/F7UUR/6XWLdcDu2ZJ+vw12go2/Qb9p0SqHBnkocy9gzOZF0xODrWUcnUfublLIA4XPtSTqqgvO9D7xwW7L0kWaYhBBCCCES6IFJCCGEECKBHpiEEEIIIRLk1cO0y9cFOU4w3nsHxRaZZRQ/xZTtsyO5hswap3BHNuaQ6n9UIm8KvncAxVV/tXZO0Gavx08gfpoq6XE9eXEGwWdV5pAWn/PNsM9lev/zwv17Nme2jwOvRnUeS6PstdDDFNMQ+9NWUdwcc8w8y7mGSDO9I3H/XDwCDL8Wr88lpKGX33k2aK+j770voiE+xq+RhrrC6yvp3Lkf0bPBn8tafbvvJ4M25rPqn8gBcyiptuyeoJ9S37CfhksXoY6mUX+wj47LlCAz6H7MRUcxf9NoKndxz8oXgnbM89IoLx212YcTy5/DOsLz47GI2yf2PDNoLy4pz2x3Jt9YPjlg4Xlg/7CO5lM/F5CO8DftETp/vq+4ZA3CfRfTEf/excrZzKRcUBfQb9qDkXGQdcRt1lGs/FcuOppHn3NGzzOC9mzILVUOvuJsv6LJGSbnXLFz7lXn3BvOuaXOubvr/z7AOTfPObfSOfekcy7+NCGOaaQj0VqkIdEWSEeipTQnJFdtZud77880s+FmNsE5d46Zfc/M/s17P9jMdpjZDYfsKMXRgHQkWos0JNoC6Ui0iOQDkz/IR3P97ev/82Z2vpk9Xf/3R8zs8kNxgOLoQDoSrUUaEm2BdCRaSrM8TM65QjN7zQ6mb/mZma0ys53e+48CkevNrHfqczq7giCPB8b32Us0iGK2nOOB45gx0C/E3qFUvBdjqVwbKJavhWO02yj+y2Dsnz0FHFd+Gbwq/N5O9L1cwwc/K1Wv7x8oNxFegwXw2iLXvPpNbaEj1hCylM6Vzy8W9+fXcht1wz6UVK0//Cx+bep7kZcStdeuAZ9fyg/zVERD/egYUnWgEL4nzv3graCN9+2LLahB2FZjUamFNQnxnB5P6OiCSK05vodi15PzLqXAz2IvUex7eV+svqRZmGspNT7eF9HRaPpc1n5MR+yF+uuda4L2eXs2ZrZ/D+damPUTQ9pKRx0trI+K4+sD1DeshbPpOuC4wufP70Vf7ky6Ro3yA0b6PVXDDb+X97E22K+Hukv58XLRUawGIcP9dtnOtUH7ZMjh9VQzPq9ZI5b3vtZ7P9zM+pjZKDMbGn9HA865Kc65Bc65BbtyeMgRRx8t1ZE0JD6izcYiy99CBXHk0VY62qPx6Jgip3/iee93mtlsM/uEmXVxzn30CNnHzDZkec+D3vuR3vuRnfNY1V4cueSqI2lIMK0ei/Jc1V4cmbRWR500Hh1TJENyzrnuZlbjvd/pnOtgZhfZQXPcbDObZGa/MbPrzGx66rOqvQ+nB2HKjqeJefpveESY/FoO582FKeZuielL/iycKoxNr5uFIRFO3/4clSfgafLYPp76jE2x8ntjy0R5mpTDONdQuxBCFXgMzUkr0FY62uvrsqYV4H7ha9uP9u+BdkpDs+F6cmiPv4fbXFInBoZDSmip7XZaHh7TI0+Pc9/EQi2jc1hqzBriz72T2sU09Z4LbTkWcWkUhM+X76k9kSXS/FrWwlLQ0WlkM+BrVp4IgSCxckqlNBZZwh4QK1nFOmKbQiz0kss+/j24ns59c+IcYrSljg6YD/SSSyqIVZGUDdzvPD4th2taRn3BOjLS4KtZSkvxMZiFeubxqKwVJVdS4dnWpGZBWJ+30lhcRPdgiuZ4mCrM7JH6mG+Bmf3We/8H59xbZvYb59x3zex1M3sop28WxxrSkWgt0pBoC6Qj0SKSD0ze+zfNbEQTf19tB2O/QiSRjkRrkYZEWyAdiZaiAKwQQgghRALn81jWwjn3gZm9a2bdzGxr4uXi49NPJ3rvu+fji6ShnPk49ZN0dOTycemnvGnILKOjvfbx6JvDzcdFQ2ZZdJTXB6bMlzq3wHs/Mu9f/DFD/ZQd9U3zUD/FUf80D/VTdtQ3zeNo6CeF5IQQQgghEuiBSQghhBAiweF6YHrwMH3vxw31U3bUN81D/RRH/dM81E/ZUd80j499Px0WD5MQQgghxMcJheSEEEIIIRLk9YHJOTfBOfeOc26lc+7OfH73kYxzrq9zbrZz7i3n3FLn3G31fy9zzs1yzq2o/3/Xw32sRwLSUdNIR81HGmoaaSg3pKOmOVp1lLeQXH0a+uV2sG7PejObb2ZXeu/fyssBHME45yrMrMJ7v9A5d7yZvWZml5vZl8xsu/f+3vqbsav3/p8P35EefqSj7EhHzUMayo401Hyko+wcrTrK5wzTKDNb6b1f7b3fbwcLHF6Wx+8/YvHeb/TeL6zf3m1mb5tZbzvYP4/Uv+wROyi4Yx3pKAvSUbORhrIgDeWEdJSFo1VH+Xxg6m1m70F7ff3fBOCc628H6xzNM7Oe3vuN9bs2mVnPw3VcRxDSUTOQjqJIQ81AGkoiHTWDo0lHMn0fQTjnOpnZf5jZ7d77XbjPH4ydakmjSCIdidYiDYm24GjTUT4fmDaYWV9o96n/mzAz51x7Oyisx7z30+r/vLk+FvxRTHjL4Tq+IwjpKIJ01CykoQjSULORjiIcjTrK5wPTfDMb4pwb4Jw7zsy+YGbP5vH7j1icc87MHjKzt733P4Zdz5rZdfXb15nZ9Hwf2xGIdJQF6ajZSENZkIZyQjrKwtGqo7wmrnTOTTSzn5hZoZk97L3/l7x9+RGMc26smf23mS02s7r6P3/NDsZ8f2tm/exgZfXPe++3H5aDPIKQjppGOmo+0lDTSEO5IR01zdGqI2X6FkIIIYRIINO3EEIIIUQCPTAJIYQQQiTQA5MQQgghRAI9MAkhhBBCJNADkxBCCCFEAj0wCSGEEEIk0AOTEEIIIUQCPTAJIYQQQiT4/1MHXLN5+vmcAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# JaxPM without correction\n", - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), resi[0][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/local/home/flanusse/.local/lib/python3.8/site-packages/jax/_src/lax/lax.py:488: ComplexWarning: Casting complex values to real discards the imaginary part\n", - " return _convert_element_type(operand, new_dtype, weak_type=False)\n" - ] - } - ], - "source": [ - "k, pk_ref = power_spectrum(\n", - " compensate_cic(cic_paint(jnp.zeros(mesh_shape), poss[-1])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "k, pk_i = power_spectrum(\n", - " compensate_cic(cic_paint(jnp.zeros(mesh_shape), resi[0][-1])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$P(k)$')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loglog(k,pk_ref, label='N-body')\n", - "loglog(k,pk_i, label='JaxPM without correction')\n", - "legend()\n", - "plt.xlabel(r\"$k$ [$h \\ \\mathrm{Mpc}^{-1}$]\")\n", - "plt.ylabel(r\"$P(k)$\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Implementation of a plain Hamiltonian Graph Neural Network" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "# We start by computing a neighboorhood to compute PP interactions \n", - "# Could we see if we could get a graph on this\n", - "from sklearn.neighbors import radius_neighbors_graph\n", - "\n", - "A = radius_neighbors_graph(poss[-1], 1.5, mode='distance').tocoo()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "import jraph\n", - "from frozendict import frozendict\n", - "\n", - "# Initialize graph structure\n", - "static_graph = jraph.GraphsTuple(\n", - " n_node=np.asarray([A.shape[0]]),\n", - " n_edge=np.asarray([len(A.data)]),\n", - " nodes={\n", - " 'position': poss[0],\n", - " 'momentum': vels[0],\n", - " },\n", - " senders=A.row,\n", - " receivers=A.col,\n", - " edges={'grav_potential':jnp.zeros(len(A.data))},\n", - " globals={}\n", - ")\n", - "\n", - "# Tell tree_util how to navigate frozendicts.\n", - "jax.tree_util.register_pytree_node(\n", - " frozendict,\n", - " flatten_func=lambda s: (tuple(s.values()), tuple(s.keys())),\n", - " unflatten_func=lambda k, xs: frozendict(zip(k, xs)))" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "<32768x32768 sparse matrix of type ''\n", - "\twith 8060958 stored elements in COOrdinate format>" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "A" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "hist(A.data,100);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Note**: we are not using a fully connected graph here, so we won't get the long range interactions, only the small scales" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "def update_edge_fn(edges, senders, receivers, globals_):\n", - " del globals_\n", - " # Models particle-particle interactions contribution to grav potential\n", - " distance = jnp.linalg.norm(senders[\"position\"] - receivers[\"position\"], axis=1)\n", - " grav_potential_per_edge = - 1. /(distance + 0.1) # The 0.1 is to soften the forces on small scales\n", - " return frozendict({\"grav_potential\": grav_potential_per_edge})\n", - "\n", - "def update_node_fn(nodes, sent_edges, received_edges, globals_):\n", - " del sent_edges, received_edges, globals_\n", - " \n", - " # Computes momentum\n", - " momentum_norm = jnp.linalg.norm(nodes[\"momentum\"],axis=1)\n", - " kinetic_energy = 0.5 * momentum_norm ** 2 \n", - " return frozendict({\"kinetic_energy\": kinetic_energy})\n", - "\n", - "def update_global_fn(nodes, edges, globals_):\n", - " del globals_\n", - " # At this point we will receive node and edge features aggregated (summed)\n", - " # for all nodes and edges in each graph.\n", - " hamiltonian_per_graph = nodes[\"kinetic_energy\"] + edges[\"grav_potential\"]\n", - " return frozendict({\"hamiltonian\": hamiltonian_per_graph})\n", - "\n", - "# Create the Hamiltonian Graph\n", - "hamiltonian_gnn = jraph.GraphNetwork(\n", - " update_edge_fn=update_edge_fn,\n", - " update_node_fn=update_node_fn,\n", - " update_global_fn=update_global_fn)\n", - "\n", - "# Function that computes the hamiltonian for input position and momentum\n", - "def hamiltonian_from_state_fn(position, momentum):\n", - " # Update variables in graph\n", - " graph = static_graph._replace(nodes={\n", - " 'position': position,\n", - " 'momentum': momentum})\n", - " output_graph = hamiltonian_gnn(graph)\n", - " return output_graph.globals[\"hamiltonian\"].sum()\n", - "\n", - "# Computes the derivatives of the Hamiltonian\n", - "hamiltonian_gradients_fn = jax.grad(hamiltonian_from_state_fn, argnums=[0, 1])" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [], - "source": [ - "@jax.jit\n", - "def gnn_nbody_ode(state, a, cosmo):\n", - " \"\"\"\n", - " state is a tuple (position, velocities)\n", - " \"\"\"\n", - " pos, vel = state\n", - " \n", - " # Take the derivatives against position and momentum of the hamiltonian of the system\n", - " dh_dposition, dh_dmomentum = hamiltonian_gradients_fn(pos, vel)\n", - " \n", - " # Hamilton equations\n", - " dpos_da = 1. / (a**3 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * dh_dmomentum\n", - " dvel_da = - 1.5 * cosmo.Omega_m / (a**2 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * dh_dposition\n", - "\n", - " return dpos_da, dvel_da" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [], - "source": [ - "res = odeint(gnn_nbody_ode, [poss[0], vels[0]], jnp.array(scales), cosmo, rtol=1e-4, atol=1e-4)" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), res[0][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/local/home/flanusse/.local/lib/python3.8/site-packages/jax/_src/lax/lax.py:488: ComplexWarning: Casting complex values to real discards the imaginary part\n", - " return _convert_element_type(operand, new_dtype, weak_type=False)\n" - ] - } - ], - "source": [ - "k, pk_c = power_spectrum(\n", - " compensate_cic(cic_paint(jnp.zeros(mesh_shape), res[0][-1])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$P(k)$')" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loglog(k, pk_ref, label='N-body')\n", - "loglog(k, pk_i, label='JaxPM Pure PM')\n", - "loglog(k, pk_c, '--', label='JaxPM Hamiltonian GNN')\n", - "legend()\n", - "plt.xlabel(r\"$k$ [$h \\ \\mathrm{Mpc}^{-1}$]\")\n", - "plt.ylabel(r\"$P(k)$\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Try to combine large scale PM forces with PP interactions" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "from jaxpm.nn import NeuralSplineFourierFilter" - ] - }, - { - "cell_type": "code", - "execution_count": 90, - "metadata": {}, - "outputs": [], - "source": [ - "# Instantiate the neural network\n", - "model = hk.without_apply_rng(hk.transform(lambda x,a : NeuralSplineFourierFilter(n_knots=16, latent_size=32)(x,a)))\n", - "params = model.init(next(rng_seq), jnp.zeros([64]), jnp.ones([1]))" - ] - }, - { - "cell_type": "code", - "execution_count": 92, - "metadata": {}, - "outputs": [], - "source": [ - "def hamiltonian_from_state_fn(position, momentum, params):\n", - " def update_edge_fn(edges, senders, receivers, globals_):\n", - " del globals_\n", - " # Models particle-particle interactions contribution to grav potential\n", - " distance = jnp.linalg.norm(senders[\"position\"] - receivers[\"position\"], axis=1)\n", - " grav_potential_per_edge = - 1. / (distance + 0.5)\n", - " return frozendict({\"grav_potential\": grav_potential_per_edge})\n", - "\n", - " def update_node_fn(nodes, sent_edges, received_edges, globals_):\n", - " del sent_edges, received_edges, globals_\n", - "\n", - " # Compute gravitational potential by FFT\n", - " kvec = fftk(mesh_shape)\n", - " delta_k = jnp.fft.rfftn(cic_paint(jnp.zeros(mesh_shape), nodes[\"position\"]))\n", - " pot_k = - delta_k * laplace_kernel(kvec) * longrange_kernel(kvec, r_split=0)\n", - " \n", - " # Apply a correction filter to the potential, will take care of merging PM forces with PP\n", - " kk = jnp.sqrt(sum((ki/pi)**2 for ki in kvec))/2\n", - " pot_k = pot_k * model.apply(params, kk, jnp.ones([1]))\n", - " \n", - " grav_potential = 0.5 * (1 + cic_read(jnp.fft.irfftn(pot_k), nodes[\"position\"]))\n", - " \n", - " # Computes momentum\n", - " momentum_norm = jnp.linalg.norm(nodes[\"momentum\"],axis=1)\n", - " kinetic_energy = 0.5 * momentum_norm ** 2 \n", - " return frozendict({\"kinetic_energy\": kinetic_energy, \"grav_potential\":grav_potential})\n", - "\n", - " def update_global_fn(nodes, edges, globals_):\n", - " del globals_\n", - " # At this point we will receive node and edge features aggregated (summed)\n", - " # for all nodes and edges in each graph.\n", - " hamiltonian_per_graph = nodes['grav_potential'] + nodes[\"kinetic_energy\"] + edges[\"grav_potential\"]\n", - " return frozendict({\"hamiltonian\": hamiltonian_per_graph})\n", - "\n", - " hamiltonian_gnn = jraph.GraphNetwork(\n", - " update_edge_fn=update_edge_fn,\n", - " update_node_fn=update_node_fn,\n", - " update_global_fn=update_global_fn)\n", - "\n", - "\n", - " graph = static_graph._replace(nodes={\n", - " 'position': position,\n", - " 'momentum': momentum})\n", - " output_graph = hamiltonian_gnn(graph)\n", - " return output_graph.globals[\"hamiltonian\"].sum()\n", - "\n", - "hamiltonian_gradients_fn = jax.grad(hamiltonian_from_state_fn, argnums=[0, 1])" - ] - }, - { - "cell_type": "code", - "execution_count": 93, - "metadata": {}, - "outputs": [], - "source": [ - "@jax.jit\n", - "def gnn_nbody_ode(state, a, cosmo, params):\n", - " \"\"\"\n", - " state is a tuple (position, velocities)\n", - " \"\"\"\n", - " pos, vel = state\n", - " \n", - " # Take the derivatives against position and momentum of the hamiltonian of the system\n", - " dh_dposition, dh_dmomentum = hamiltonian_gradients_fn(pos, vel, params)\n", - " \n", - " # Hamilton equations\n", - " dpos_da = 1. / (a**3 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * dh_dmomentum\n", - " dvel_da = - 1.5 * cosmo.Omega_m / (a**2 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * dh_dposition\n", - "\n", - " return dpos_da, dvel_da" - ] - }, - { - "cell_type": "code", - "execution_count": 94, - "metadata": {}, - "outputs": [], - "source": [ - "# Precomputing a few data stuff\n", - "ref_pos = jnp.stack(poss, axis=0)\n", - "ref_vel = jnp.stack(vels, axis=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "metadata": {}, - "outputs": [], - "source": [ - "@jax.jit\n", - "def loss_fn(params):\n", - " res = odeint(gnn_nbody_ode, [poss[0], vels[0]], jnp.array(scales), cosmo, params, rtol=1e-4, atol=1e-4) \n", - " distance = jnp.sum((res[0] - ref_pos)**2, axis=-1)\n", - " w = jnp.where(jnp.sqrt(distance) < 16, distance, 0.)\n", - "\n", - " # Optional lines to include velocity in the loss\n", - "# vel = jnp.sum((res[1] - ref_vel)**2, axis=-1)\n", - "# wv = jnp.where(jnp.sqrt(distance) < 8, vel, 0.)\n", - " \n", - " return jnp.mean(w) #+ jnp.mean(wv) \n", - "\n", - "@jax.jit\n", - "def update(params, opt_state):\n", - " \"\"\"Single SGD update step.\"\"\"\n", - " loss, grads = jax.value_and_grad(loss_fn)(params)\n", - " updates, new_opt_state = optimizer.update(grads, opt_state)\n", - " new_params = optax.apply_updates(params, updates)\n", - " return loss, new_params, new_opt_state" - ] - }, - { - "cell_type": "code", - "execution_count": 96, - "metadata": {}, - "outputs": [], - "source": [ - "import optax\n", - "learning_rate=0.002\n", - "optimizer = optax.adam(learning_rate)" - ] - }, - { - "cell_type": "code", - "execution_count": 97, - "metadata": {}, - "outputs": [], - "source": [ - "losses = []\n", - "opt_state = optimizer.init(params)" - ] - }, - { - "cell_type": "code", - "execution_count": 99, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/200 [00:00\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m 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Failed to load in-memory CUBIN: CUDA_ERROR_OUT_OF_MEMORY: out of memory" - ] - } - ], - "source": [ - "for step in tqdm(range(200)):\n", - " l, params, opt_state = update(params, opt_state)\n", - " losses.append(l)" - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 84, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plot(losses)" - ] - }, - { - "cell_type": "code", - "execution_count": 85, - "metadata": {}, - "outputs": [], - "source": [ - "res = odeint(gnn_nbody_ode, [poss[0], vels[0]], jnp.array(scales), cosmo, params, rtol=1e-4, atol=1e-4)" - ] - }, - { - "cell_type": "code", - "execution_count": 86, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "figure(figsize=[10,10])\n", - "for i in range(16):\n", - " subplot(4,4,i+1)\n", - " imshow(cic_paint(jnp.zeros(mesh_shape), res[0][::2][i]).sum(axis=0), cmap='gist_stern',\n", - " vmax=cic_paint(jnp.zeros(mesh_shape), poss[::2][i]).sum(axis=0).max(),vmin=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/local/home/flanusse/.local/lib/python3.8/site-packages/jax/_src/lax/lax.py:488: ComplexWarning: Casting complex values to real discards the imaginary part\n", - " return _convert_element_type(operand, new_dtype, weak_type=False)\n" - ] - } - ], - "source": [ - "k, pk_ref = power_spectrum(\n", - " compensate_cic(cic_paint(jnp.zeros(mesh_shape), poss[-1])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)\n", - "\n", - "k, pk_c = power_spectrum(\n", - " compensate_cic(cic_paint(jnp.zeros(mesh_shape), res[0][-1])),\n", - " boxsize=np.array([25.] * 3),\n", - " kmin=np.pi / 25.,\n", - " dk=2 * np.pi / 25.)" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$P(k)$')" - ] - }, - "execution_count": 88, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loglog(k, pk_ref, label='N-body')\n", - "loglog(k, pk_i, label='JaxPM Pure PM')\n", - "loglog(k, pk_c, '--', label='JaxPM Hamiltonian GNN')\n", - "legend()\n", - "plt.xlabel(r\"$k$ [$h \\ \\mathrm{Mpc}^{-1}$]\")\n", - "plt.ylabel(r\"$P(k)$\")" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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QIho5tRebxgTvyOJ2utTluvf8IuxQhvRmZrm2Hz38g7BDybk40HssTlNmCn5ZRXS7lMZtd4qIrBCRV0Rkq4hcN8A5fy0im0Rko4j8KtgwzVj00LrfM9GBvaloFOF/qbkagLLJ94QcSe7FROn9O0djuzebtroiqsXAhLTr+NqiZMhoRSQG3AacDxwLXCYix/Y6ZwFwPXCGqi4CPh98qGas2Re/CUeEZ5qmhB2KL7sbVgBwfNXekCPJPQf6LFN2sNNL4uUFXSFENHLjuZ74UmCrqm5T1QRwF7Cy1zlXArepahOAqo79f+VmxJZNbsBVJdHy2bBD8eUL519PQl2mRzSJZSNG3+6UjszL59KCiNZPUa9f3M8WJX6S+Eygvsf3OzP7eloILBSRJ0TkLyKyIqgAzdg1LZ7ioKtc9q5Lww7FtwNpYUIsYv+XD4MjkOrVIk0nJwNQ4kR35upYHJ0S1DznOLAAWA7MAv4oIseranPPk0TkKuAqgJqaGurq6gK6vcmF1tbWnD2jtQd+yj8uddjUXkJrhP4dVM0pojqe4B9/9Q+cM+OCsMMJRH/P+R1HCSmVw/Z3NHkt8aJYOpL/7ypE7qWlH36S+C6gtsf3szL7etoJPKWqSeB1EdmCl9TX9TxJVW8HbgdYvHixLl++fJhhm9FQV1dHrp5RyWt/B8AjW0/kuvfk5h65cOezNRw/s57jjn2K5Sd9O+xwAtHfc042QFLlsP0tT7cCv6NY0iyJ5P+70evv9sNPd8o6YIGIzBORQuBS4L5e5/wOrxWOiFTjda9sCy5MM9YcWdxOlxuNoYU9te+/GIBFlY0hR5I7zU1NOHhJvKczF5yBqlIQ4bHyriu+tigZMomragr4LLAGeBm4W1U3isg3ROR9mdPWAPtEZBPwGPBlVd2Xq6BNtN379P1MdMjbqoWDufq8a+hyXaZlVr4Zi17YvQkRIamHD/2srKpC8eqqRJH30nLsjRP39X+Rqq4GVvfa97UeXyvwxcxmzKC6qxY+tb+GubPDjiZ7La5DVSyaicyPl3Y+y7smQ1c/46VdvCn5UTVeu1OMCdTSSW/iqjIx+ZWwQxmW3YliCsRh1eprww4lJw6ktgPQ5fadhOWixCOcxMfrEENjAtPc1ERNZkHkFUveE3Y4w7K+cRoAR856IuRIciTu9fd3pPtJ4krEk/jY606xJG5G1aEFkTvzb0Fkv+LtH0NVOXbi/rBDyYmiolYAOlIFfY6l8SYCRZHVEzcmAO894iUAHt38jpAjGb6PL/8YXapMjUd05uIQSovaAWjvJ4m7eHVVIinAF5v5VE8qesMDTKTNK+qgw4UbLox2JcBm16E6pjQ3NR22+s1YUF7klRVoSxT2OZZWoTCqSRwIYonQHvWkzsObI7NORO5T1U09zulZT6pJRKaO/M79s5a4GTW3rvk+5SLsSvZt4UXNzq4S4iL84Ml/CjuUwJVmhk+2J0r6HEsR7aQRUEs8r+pJRfl5mIhZOOcuRIS6hjlhhzJiz+31ygcdP2fdEGdGT2mmm6itn9WW0io40eoyPkxAo1Pyqp6UJXEzak4sbyKlyrtn3hJ2KCM2PXYNqspR5c1hhxK40lgKgFRiYp9jSRWciBWI6tZdO8VnS7xaRJ7psV2V5e161pO6DPixiFQG+efpeSNjcm5z/Rbmx5V9aeHo2oVhhzNiK5deROvuzzNlDL7cLMok8bjbtxvXS+IRpaD+p9Q3quriAY4FVk8qCJF9HiZa/tzwWeIivHBw7LwEbE47lDnRXv29P0WZ2ijTSo/qcyypDo5E+M+sPrfB5VU9KUviZlS8e1o9qsr2nZ8IO5TA7Ogq815uPvX3YYcSqO7aKEuPOK3PsURmKv4jmx8d1ZiC4a8rZagXm/lWT8q6U8yomBFPcsD1CkiNFc80zOb0BS9zypyXwg4lUIXi4qr22+3VmZmKv7355dEOKxgBjY7Mp3pS1hI3Obfq4Y9S7ER7lmZ/Tpz0D7iqHFl2IOxQAlXguAPmuu56Kl1uBFe8H6NVDC2Jm5xbceQLADyy+YyQIwnWmYvOoEOV6tjYerkZRxkojbenvTH+BcURLTmg4m+LEEviJufmFXXS7rqRn6XZn6Z0jDJHqN/TEHYogYmLV+iqPx0pryVeXNg+ihEFKJgXm3nFkrjJqW+v/iplItQn+07hHgve6CgnJsKvXhrdUvq3rbmF29bkZrx9TJSBqqW3JYsAKC+2JJ4vLImbnDp9wWpEhN9vj/7Y8P6s2z0PgMW1r47qfT9y3C1cecKt/Ozp4Mv5xlAGWs++rctL4mWFEVzZSLHuFGOydWzpQRLq8onj/zPsUHLiwiNuxFXliJLWUbvnvU/fzwRHiAEfr32dNZv7DgUciZhAeoDWaPdU/NKITnKyRSGMycIv6u6k0oE3U7ExV+mv29G1C2lTZVI8NWr3PBD7PiLC2oMTaVPlvMombv7DpYFd3wHSA0yt7+oqB6C0IJpJ3LpTjMlC9dTbcESo2zsr7FByqjEVp1SEdVueH5X7nTp5D6rKq9v/P3665UQAjp/xemDXj+EVuuqPJqcAUOIM1OGS38QVX1uUWBI3OXPKhP2kVDml6tawQ8mprW0TcUR48s2vj8r9ZhR00aHK1eddQ4V7vrevuC2w6zsCqQFaoxPiXgXKoigmcb+tcGuJGwOPrV/L5JjyVko4fv6xYYeTU89uPw6AJdN35Pxeazc+QbkjvJXyJltfefanSKlSGWAftSCkBuhOWTrvXUBEkzg+X2rai01jYL/zFWIi/Hn/tLBDyblrTvsOKVVmFwXXGh7Iq23fwBFhQ49CYglVygNMqg6QdPtPDUsWnoyqUiADDULMc9YSN8af06v2klalWv9P2KHkXGVVFa0uVMZyn9hOn+pVPH11x4WH9rWrUBJQ47F+TwOOCAkdODW4QEFUl2izJG7M0DZs28SUTO3ws046M+xwRsXeVAHFIvz68btyep8ZBZ10uC5fOv+rh/YdTMcpkGBmjT62+RGAIZK4tcTziSVxE7gXmr3a4c8emBR2KKNm04FJiAgdRT/L2T02bNtEhSM0pmOH7W9MFuKI8F/PfmfE99jT/goAXQN0p4DXEo9Hq9vYozY6xRhfzpyyC1eVjpYvhx3KqHl1h/fC76TqPTm7x2O7ricmwubWysP272j1llGrrt444nukHG893670wFWqXYX4CLpTHth0Oqse/uiwPz8i1hI3ZnAbtm2iJu6yLy1csuzisMMZNddeeBMJdZlZ2JmzexxX4/WHr981/7D9bzTOAGBe5cjXHIgXtgDQMUgST+NNzR+ODds2cf6k/Vy0YP2wPj+WiUiViCwVkXd3b34+Z0ncBOrFls8QF2Fdy+SwQxl1B9LCxBy+3KwtakNVOXv2Pxy2f2HF3wAwvWjkRanKMtdoTw3eEo8Ns8fhL2/8GXi7LvloE/W3jXpcIp8C/oi3ItA/Z/77dT+f9ZXERWSFiLwiIltF5LpBzrtYRFREBlpg1IxxZ1bvIq1Kuu0rYYcy6nYmSigUh1UPXJ+T61fFU3SpsmThyYftX7n0Im+seAB1zUsLOwBoH6TqZJrhL5bc2LkFCC+J5/E48b8DlgDbVfUs4GSg2c8Hh3wWIhIDbgPOB44FLhORPrM3RKQiE8hTvsM2Y8q6Lc8zNTMqZeXSi8IOZ9Q91zgdgKPmrM3J9ctEaR0gwXSqUuaM/LeA7uqEbYmiAc9JqVd8azjUeQuAjjCSuOK9lfWzjb5OVe0EEJEiVd0M9F2puh9+fqAuBbaq6jZVTQB3ASv7Oe//AKuA3HUKmry2rf3zxEV4qrk67FBCMYXPoaocW9EU+LUfW7+WQhH2pwr6Pd7uOhQH0DnaXZ2wu1phf1J4U/OHo7jYW8quPdn/nyPX8rU7BdgpIpXA74CHReReYLufD/p57DOB+p43y+w7REROAWpV9QE/NzVj0zurG0irUtTx9bBDCcXKpRfRrsrUHJRpfa75VkSEHR3l/R4/kI5RgLC5fsuI7lOSib27WmF/Uio4A0zLH0p5psZL+wA/jHIuT0enqOoHVLVZVb8O/CPwU+D9fj474tXuRcQBvgdc7uPcq4CrAGpqaqirqxvp7U0Otba2+n5GLzW8yNXLlca0UNxWOG6f7bwjYsyMu/z6t3czvWpqYNddVOO1ozY0TKNwT12f4wWzSjiyqJVfrfsXzn7t41ldu+dzLpnlTd9vO1A84DOcNc9BcIf1jEsndAFwsKsonH8jERg+qKpZ9cf5SeK7gNoe38/K7OtWARwH1IkIwDTgPhF5n6o+0yu424HbARYvXqzLly/PJlYzyurq6vD7jNo2XUdMhLWN07l0HD/XR16ZQO3EFhqq/pvLlv8msOu+vP0gqsqRZVexfOnyPsd/+fxElpW3csTsHSxf3Pf4YHo+52e3eUl8asUxAz77TW84OCJMO2IGR9dmt2LT7166AYD2rhLf/7aCEmJXSU756U5ZBywQkXkiUghcCtzXfVBVW1S1WlXnqupc4C9AnwRuxralE/eRVGXRhB+GHUqonn7dq2h4+qxtgV53cixJAh3whfGOvbMBmDthZP3xRZmXo8fVnDLgOd1T8v+y9c9ZX78k7v2QaO8qG0Z0Acjf0SnDNmQSV9UU8Fm8cYsvA3er6kYR+YaIvC/XAZr8d+ua71PlwO5kbMyXnR3KNad9j5QqcwKs7w1Q5ijtg0wHf8esq1BVphZ1jOg+BZJGVTl5zgkDntM9Jf/NzBT9bJRmhkGmk+HMIxDX3xYlvvrEVXU1sLrXvq8NcO7ykYdlouSUI+7EEWF1/QI+MzvsaMJVWVXFvl1QFcBwv24btm3imBKhIRlnoNR35qIz6GpQKmMjWyauILPS/WDL6XVmZnOmYo1ZX7+7DnnJ4WMjRs847U4xZlDHlR6g03X56LG/CDuUvNCQLKTYcbhtzS2BXO+B127CEWHXIMP+ABIKRSNsRhaIDpnnukeWFBU1Z3394kwSP6b61Kw/O2I+hxdGrd/ckrgZkRsfuIYKx+H1RNGYXQw5W+v31wAwddo9gVzvmOmvAbCxcfAFNlIKBSPszi0QJT3Ecu/dU/JLhzHNv9BxUVVOP3LJsOIbsTwdYjgSlsTNiKxc5I2Gunfz6SFHkj+Kuz6DqnJS5VuBXG9+mTdBpqDzA4Oel1BnxGOGC0UZao2g9qQ3m7OiKPt5fYXiDtldk1OWxI15W3NTE/OLujiQdrlhxU/DDidvXLLsYtpVqSkIZtJPdUGCpLpcefanBj2vS4WYjKwpHhcdcJHkbge7igEoLejK+vp+umtyybpTjOnht1s/RJE4PN82MexQ8s7eVAGlIjy07vcjvlaF49Luo6u703WI4f1wHa44kBxiNmZ7pm++NJ79S9S4KG6Yadxa4sa87b3Td5BWZc+b42fxB79ebJmEI0ID3x7RdTbXb6FYhKZB6nt3a3fjiAj3vXD/sO8XE0gMMU66q6sSeLvOSjbioqTDSpL2YtOYt/2i7k6mxpS9KeGyd10adjh5Z8eu9wOwZMrI1r387aZv4Yiwc4iRKQBtaW/UyM6O4RcSdZBBl2YDiKe9AmfFwxjOGENDKhKYYS1xYzxzZvwrjggPNswLO5S89HcrvkyH6zJjGP3GPR0781UANg0xMgWgJeHVAC8uGd4Pjg3bNhEToXOIMrE1pV6F1KJhjIWPCeG1xMGSuDHdTi5voct1uWRBbld3j7J96RgVjrBh26ZhX+OIcm+5tOLOvx7y3KbOEgAmZz4zkDseu6PfaoePbvGKkLa7g3fdnH7kOwBvpEm2YniLSoRBsO4UYwD4zmMfotxxeKWrxMaGD2Jz20RiItTtGnAxrCFVx5Mk1OXysy4f8tx9bRMAqCoZeMp//Z4GPnL0t2hPXtLnWBubvf8OsjQbwNG1C3FVh5XEHUJsiWtw0+7zabUzS+Ima5ccsQFXlT9s/nDYoeS1Z7Z5Y+ffMfONYV+jwnFpG6RmSk8H27zSt5UFiQHP+dWztxAX6XdB57JSb6HllkGWZuumQMEwulMcgVRILXEgkO6UfFvtzJK4yco9T/6GmQVpGtPCl87/atjh5LUbLriFhLrMGWZRqg3bNlHkc2QKQKUcD0D5IKNGSidsBOh3KbfKsoMAtHQO/RLVRYkPo9/BQUiGWSUwmD7xvFrtzJK4ycrUyTcSE2F1w5ywQ4mEt1IxJjre+qPZWv1aZmSKj6QK8L4TP4SqUjrIqJHZVV7RqmKRPuPJq4q9afRN7QOv6tPN1eGtKOMASQ0v7WTRJ14tIs/02K7qcZm8Wu3MkrjJysnlLXS6Lh888u6wQ4mEFw5MIibCSy3Zj6U/bqZXM2XDm/4q/tVOm44LlDgDT5yflukvd0T44Z+/edixCZlumNa2oddITQOxLFvim+u34IiQGGIIY075b4k3quriHtvtfm/RY7WzLwUbfP8siRvfbnl8JWWOw6bOMnuh6dOu3R9DVTlj6q6hT+5lXqm3ms/0+Cd8fyaNUjRIcp0Uf7u/fMa09YcdK8/MwCzRI4e8jwvEsxyL9/RrXtdwIqyWuN8EPvQfK5vVzt4ATsdb7SwnLzctiRvfPjTvZdKqPPva1WGHEhlXn3cNbapMH0Ydlep4giTKJcsu9v0Zr5LhwFmoPJbGzVQpXDBx/2HHSh0viZ97VH/du33vE8uya7uhzRtqOdRkolwKaHRKXq12Zknc+LLqgeuZElN2pxyuPu+asMOJlPpEEaUifPfBbw59cg/ljtLqc2RKt+QQSbxEXNpVcVWpKTz8hWux4yV4P6szpREGnxLUV/ciEh0+X9TmQhDjxPNttTNL4saXv1p0H44Id23O2XDXMevxhjmICMfPu2/okzPWbnyCIhH2DzFmu7ckMugLxyKBTlfoUmViLN3rmEvaZxdJUgUny5Z49yISHZlFJUIR0IxNVV2tqgtV9QhV/VZm39dUtc9DVtXluVxz2JK4GdLajU9wRFGC5rRy7Xm/DDucyFk+619JqXJcebPvz7y4fxUiwusdE7K6V8J1iA9Qjra5qYkCEVrdGO0qlPZqchY6/otTJVVwshzv3b2IRHtYSTy4PvG8YkncDCkZ/zwFIjzSOD3sUCLp6NqFNKdhcsz1XSb2XbNeB+C5bWdmda9O18Gh/3K0P3/qJzgiNKcKaUrFKZLDSwLEUfyWtEpk7pON7kUkWn1MJsoFyWKLEkviZlDNTU2cXtFEp+uyrOa/ww4nsja1T6BAHO7a/FFf59cWdtLpulx/QXalbNvdGI4Ia199os+xVLE3OmRvVwkNXaWICPe/uurQ8bhAyudEnIQ6OCJZjX8vK/SKgbVmaryEwlriZrx5aPv7KXUcnm2bQO00a4kP1yvbr8BVZcXMbUOeu2HbJiY4XgGtbLVlXhpueuuxPsdmV+0FoP5AFVuapgCwcPrb8cTB92zK7kqHT7/+uO/YuuuPt3WV+f5M0IKqnZJPLImbQa2YsoukuqTavh92KJF29XnX0OTCjIL0kK3Xx/d8mZgIm1ors77Pgcz6lwWlO/ocm1HWCsBbjfM5sP+dAMztUfEwJkKX7yTu/bBoSW/1HVv3TNJUYqLvzwTOWuJmPNkQv5kJMYeXO0s466Ts+mZNX082VxMX4Y2Ovxv0vHdO3w7A+m1nZ32Ppsz6l5PK+pajnVTQiapy3oIrueL0z5BWZUqm3nlzUxMO/sdwd1c6jBX6Xwy6KJPEC3SG788EyufwQitFa8aMD8/dQlqVda8PnnSMPxXJfyGtyrsm7xn0vFmFXXS6LtdeeFPW99jXVgH0X452gpMihbJk4clUVlXRqUpFZor+2lefwBGhY4gFIbq1Jb0RJuUlrb5jK87ca1b50b4/EzhriZvxYtXDH2VyDN5IxIdcZd34c9ZJZ/JmyqE6pvz68f4X01i35XkmONA4jP5wgAOtkwGoLOpbOK/EcUn0SFCtrkNJJgNsbvT6todaEOLQZxNei788UzTLj8JM5cR3LgjvtzpriZtx4xPHrEOB3270P+XbDO3hPbU4IkyZ+t1+jz+//3ocEV46OLzaNMWu18qt6Gcl+mKBzh593vtTBRSKw1O7noaCnQAc9DmG+0BmhElFof/l5wrFmyka5gtye7FpxoVVj1zGlJjyRjLOP1yQ3VRxM7hza++ky3V5R0UTazf2HQZ4xjSvwunL2y8a3vUzdU/KYn1rtRSI0N6jz3t7u9f1Ulz7OBPLvXHlBzJ96kNp7/TK1ZZlUROmQNxoLJJsLXETdZ84+lkU+Pmf3xt2KGNO7bTpPLhvGsWOw4TSTx927Nurv8rCogQH0u6wF9w4fv6xpFUp7tWcvOOxO4iJ0NKjpb3pTa8Q36KaPVRm+tCbfNYuTya8crX9/bAYSFwUN+wMOV6T+FDryYnIF0Vkk4i8KCJ/EJE5wYdqRkPPVvg5094fdjhj0geP/xNNaeW44k5Wrb720P6PnXA3DvDjEdanSaMU91q55830GgD2Jt6eaHNq1WdRVWYVtx3qQ29u8zfNv8I5AoCSQRag6C0uihtighy3CyX7XE/ueWCxqp4A3ANkN83M5I1PHv0MCvzvS9YXnks/3nQ6DvDJE/+Xmx74PP/13NnUxGFrIs6Xz+n/padfae1byXBWZkTMroNvj9E+66QzSagyOZ6kItMtkujw1199wqylwNsjTvzwVroP2ThtiQ+5npyqPqaq3a+p/4JXJN1EzG1PXER1XNiaKLC+8By77rw7eTVRQHVMuPbU1Vw6vZ6Eumx+8+YRX7u/crQzyw4AsKux9rD9bSqUiR7qFplVusTXPc5cdEbWK9573SnhElVfW5T4GU/U33pypw1y/hXAg/0dyKxTdxVATU0NdXV1/qI0OdfS1sRHT9pMSoXfPP5hzni9jtbWVntGOdTS9i3WVPyMd9e+wczCTu7bOZ8jO8pH/He+aIFQhh52neq53iiSoqaTDts/a16cqsIUZU4KVWVim//7v+Mob9ig3/NPXehN6w/t35RGb+SJH4FWZxeRvwEWA/0OBM2sU3c7wOLFi3X58uVB3t6MwN0vvJsJMYdn2kr4yt/8EwB1dXXYM8q1Dxz66lP+ltIc0q56YUJcD3t22+uTpFX50mWHT9xau6WU+UUHqY4ncRFWXvgB/OpsUApEff8bad/tLfse6r+paDWyffHTnTLUenIAiMi5wFfwliHyP3jUhG5z/RYunLKbhLp0dP4g7HDMCHWqQ6xXQdVSxyXZTzfBy/tqACh3xPeCEN1c9bpI/HKyqJKYK+PyxSZDrCcHICInAz/CS+B7gw/T5FJT119T4jjUNU/mzEVnhB2OGaHOTDnax9avPbSvWJSufpKTtHrj0WMipLJMXmmy+1XeQXxXScyZ8fhi0+d6cjcD5cD/iMh6EfG/DpUJ1b89dDOnlrVx0HU5fdpDYYdjAtCaKUf79O7Vh/YVCHT0s8r81eddQ1K9juKsk7hCLJuWOP5L3ebEGC2A5esHqaquBlb32ve1Hl+fG3BcZpS8f9FPiAE/3XIiX1w+vKneJr80JYqhrIOCUq9MbP2eBmYgtA1Qj6XDhYIYpLJc0yaFUOyz2drc1MQEERL9/CAZLcLYfLFpMzbHse/VXcysuMvOlMMXl/8m7HBMQLY1ebMp51c3AHDX8z9CRGhK9b8s2oFM5cJElq3klPpf8f6RzY8CkPRZ6jZnVP1tEWJJfJzaXL+FKxe+QBr43UarUjiWtDafDMDMUm8qfbz0RQDe6up/WbQ9mYqEiSwTbEoFZ4BFmXvb3vwy8PaKQGEZi90plsTHqQOJD1HmOPzxQCV/t+LLYYdjAnTVsi/hqlId9waJzapsBGDXgcp+z9/SMgnov898MAkV3wmkS70qiaEmcSuAZcaKGx+4hpNL22lOK4un/j7scEzAKquqSKhSEfMmuU8r9RZuaNw/t9/zX3nVK1/rtwxtt4R6K97X72kY8tx4cRMAHVneI2hWitZEXnNTE1ef9DAC/MeGs6isspeZY1GHCiWZfoFJmSXYls24rN9zz6n5ML/cVcsL2z+X1T26XAcR4U+vrh3y3LIirypHeyrQ+YXZG4Mt8ZD/Rs1oe6nxHN5RITzXXsINK24POxyTI62uw4S4S3NTExWxFCnVQddJ/dipf8j6Ht1dI/UHXxry3PKiDgDaMgs5h0JBwiyjmCPWEh9HblrzCU4vP0hL2qWm1MaEj2X7U4XERLjz6TsGnK05Uu2Z8egpZ+julNKCBACtPhedyBV7sWkia8O2TXzm+CdQ4IcvXBDqElkm93a1eyvvaGkdRQPM1hyptqQ3ZLG4uHnIc8sySbyty9+iEzkzBrtTLImPEwWxSyh3HOoOVHLDBbeEHY7JsW37pwIwf9JeCgeYrTlSrZkkXpFZFWgwpXGv1G1X58TA4/Br3C4KYaLvv9efyYLCJHtScN5R68IOx4wCaV8OwKzSVuIIrQPM1hyJg5lx5xWZ/u7BFGdGysTc6sDj8M3vRB+b7GPyyY2r/5YP1OymU5U/198UdjhmlHzuvV8grcqMwk5EhOYBZmuORGtmPc7yTFfJYLpXAKopOSbwOLJhLXETKQ+t+z2fPWk1Avz7xtO4ZJktuTaeJFSZ6HgZaa/PBZCz0dHhdY2U+Uji5U4KV5Vzjgl38e2xOE7chhiOUc1NTZw4/bOUOw6r903m2vN+GXZIZpR1qDDJ8abF7zoQ/HyAWHoaAKU+FkueEEuRVKV2eogv1BVCXak5R6wlPkbtaH4XNXF4ubOAixY9GXY4JgQHe/SD72+eH/j1Z084EfC3WHKJo3TmQ/600SkmCh56+TQWFXexNwUzJ/4p7HBMSBpTb0+sOe+IKwK//jsXnImqUuQM3f9QJEJb2BUMCa5PXERWiMgrIrJVRK7r5/gXRWSTiLwoIn8QkTm5+POAJfEx55fPn8V5lftpVeWp3d+zafXj2K72MgBSqixZeHLg16+dNh0Xhlzx/t6n7ycuQks63LopQCCjU0QkBtwGnA8cC1wmIsf2Ou15YLGqngDcA3w7B38awJL4mHLbExfx4Wk76VTlvzb8LSuXXhR2SCZErzXOALwXnLniJfHBr7+55dcA7BmgFO6o0cBebC4FtqrqNlVNAHcBKw+7lepjqtqe+fYveGsT54Ql8THi1sffx1XzXyGFcsv6D/KZ9/5t2CGZkE1W74d4tos9ZMNVHXKx5LlTvDK023PwcjUb3mQf9bUNYSZQ3+P7nZl9A7kCeHBk0Q/MkvgYcNsTF/HpI18mjfK9F87m+gty9pubiZDLz7qcpLoczGFfdJqhV7yvLT8AwJ7Go3IWh2+uzw2qReSZHttVw7mdiPwNsBhvHeKcsCGGEfezdedx1fw3vAT+/LnccMF/hB2SySPff2kZRalj+UJtbq7vrXg/eBKvLuhEVfngceH/duijld2tUVUXD3BsF9Dzb3RWZt/h9xI5F/gKcKaqdmUTZzYsiUfY/RuX8fFZjSRU+dcXVnDDBf8edkgmz1x33p05vX5ahYIhWuITYmmSKEfXLsxpLEMKbvjgOmCBiMzDS96XAh/peYKInAz8CFihqnsDuesALIlHUHNTE682Lef8Se20qfLTF67ghvOvDzssMw6lgKGKy5Y6Lp3u0OflXjB1UVQ1JSKfBdYAMeBnqrpRRL4BPKOq9+F1n5QD/yPeOqQ7VPV9I755PyyJR8xj69eycPKVnFoK+9NQt2MVXzjfptObcKRUcJzBE2ORwD7XoXJ0QhpUUItCqOpqYHWvfV/r8fW5gdzIB3uxGSE3PnANp069gukFsKUrTkfsj1YPxYQqqYLDwKNfHlu/ljhCc8hrawJBDjHMK9YSj4gHNp3Ol0/ZBwgP7p/Ehcf+JeyQjCHhOjgMnPX+8ubPOHOa8FYi/M4UIHJlZv2wlnieu23NLeyqX8j5k/bTqcrNL7zTErjJGwl1cERYu/GJfo/PnrIDgDcOVo5iVIMYg7VTrCWex+596R186oS9xBG2dsVpaP1PblhxRthhGXOIt1hykhd3Ps2Zi/r+25xd0QLArreOGOXI+pfFEMPIsJZ4Hlr18EfZv2sBf1XdSErhB1uPYeGcl/v9n8SYMHVkFks+6L7W7/Ephd4Y8fPm//+jGdbAxuDKPtYSzyOrHrieDx//W/7+uDQusL69mIMdP+Rz77LkbfJTW6aoVUFhY7/HJ8ZSJMlNAa5siSqSjlaC9sNXS9xH2cUiEfnvzPGnRGRu4JGOYaseuJ5Xtx/Dl065h9qCNA0p4XvPf5BT5r9orW+T11q6vHK3VRVN/R4vdVy68ilvjsGW+JBJ3GfZxSuAJlU9Evg+sCroQMeibz/6Yerrj+JLp9zD/MIUjWnh5g3LmFW7hWsvsL9Ck/927K8BoLaiud/jRQLteVBH/JDxmMTxUXYx8/3PM1/fA5wjmWlK5nD3PPkbHn5lCS27j+Tvj32e6XGXhpTDzRuWMW3WFq57zy/CDtEY3ypSZwFQU9ze59g9T/6GAoSmfBgjDpnl2XxuEeKnT7y/sounDXROZkpqCzAZOKyjLFMJ7CqAmpoa6urqhhd1xLzU8CIzFt3Nskl7WTlXiYmQUNjQUcg9T76Hc2a8j9MLybu/j9bW1ryLyQRvJM95WmI6aVUqY8k+19jl3IGI8Hp7BXvz5N/RWBydMqovNlX1duB2gMWLF+vy5ctH8/aj6sbVn2b5wqdYUNLKO48CR4S0KntTwiNvzubsWXdy4rzpnDgv7EgHVldXx1h+RsYz0ufcvvvLlMXSfa6RfuXvAdjUMJcvnzP86wdHwY1YM9sHP0ncT9nF7nN2ikgcmAjsCyTCCHhs/Vo2tX2HU6fVM6eonaqYy3WneD1VSVUaUjGe3F9DTfwmzlx0Bp/IUVlQY8LQpVDcTyXD2cVtqCrLa68NIap+KJHr7/bDTxIfsuwicB/wCeBJ4BLgUdWx9bfV3NTEnU/fgVuylqOmNFBb0srkeJIKx+XdNcKZmVcAKVWaXWF7Vwl1rx/Dlaf8kNqqKmotcZsxqt11qI73/d+9Kp6iK0frew7b2GuID53EfZZd/Clwp4hsBfbjJfrA/MvvP86cKTvoSBXQkSiiK1lEMllMOl2GpCuIOxWUOpOoKKpiYmkVlWVVTCp5eymo/R1NdLS30dS5n/3te2lL7yUlzTixAxQVtVJR0kZFYScTizqZUJCgPJakPJaixHEpFpcigTIRPnPi4e9qE+rS5gq7k3FebZvI+h0ncM1pq5haVcVUYMn8IP8WjMlPB9w400iyduMThw2JLRPloCuUhhhbb+O2T9xH2cVO4EPBhva2lUc9w1FFqeFfoBTvNWsWXFVSKAmFNhXa0w77U4Xs7ijjlb0zmV30ES5ZdjHFmUsvAC7oPfDSmHGgMVHMUUUpnqj/+aEkfu/T93NRrdCYKmRqyPEdZrwm8bD9duO5TJm8hdKCLkoKkhTFUhTG0hSJS9xxiYtLTJSYKA6KIyA9qtgo4Kq3J6UOKRWSboxON0ZnKs7BRBGtiWJa2itIts9mwaR3cMmyi4lzeCH7OcDJwIWWrI05ZFdbBVS0Mm3y64f2vdH5E0SE7e0V5M3/Ll4iCDuKwEUiid9wwS1hh2CMGUD9vukwrYHaCc2H9i2q8cY+bHyzlvPzKYuPwdEpeTSVyhgTRVOcFQDUFHYc2je7uBVVZcnUz4cU1QDG6YxNY4wZ0OVnXU5alYnx5KF9kzIjU/Kq9k93d4qfLUIi0Z1ijMlvCVXKnLe7KspEadX8GpniLZRs3SnGGNNHl8qhCT8Prfs9hSI05kvNlJ6sO8UYY/pqdx0KMxPeNrX9CBFhR3tFyFH1Mka7UyyJG2NGrCUdJy7CQ+t+zykz3gDgpTfzcJqy6/rbIsSSuDFmxBozq9k/t+/XnFreQpe6XHjEjSFH1ZvPrhTrTjHGjDc7WycA8P6jn6bMcVjfVs7RtQtDjqoXxVrixhjTn/p9swBYWJQgpcre/d8MOaIBWEvcGGP6OrL8/YBXN39LVyErl14UbkADsSRujDF9XbLsYlKqpFV57JVPhR1O/1TRdNrXFiU22ccYE4hdyRj7UkV87r1fCDuUgUVs+KAflsSNMYGYN3szebzaoCdiXSV+WBI3xowPOjarGFoSN8aMH9YSN8aY6FJriRtjTESpQtqSuDHGRJeVojXGmGhSQF31tQ1FRFaIyCsislVEruvneJGI/Hfm+FMiMjcHfyTAkrgxZrzQzKIQfrZBiEgMuA04HzgWuExEeq8kegXQpKpHAt8HVuXgTwRYEjfGjCMBtcSXAltVdZuqJoC7gJW9zlkJ/Dzz9T3AOSKZgusBC61P/Nlnn20Uke0BXnIi0BLg9YK4Zjaf93vuUOcNdnygYwPtrwYafcQ0mvLtOWf7WXvOQ+svzjkjvehBmtY84t5d7fP0YhF5psf3t6vq7ZmvZwL1PY7tBE7r9flD56hqSkRagMnk4u9ZVcfElvlLzqtrZvN5v+cOdd5gxwc6Nsj+Z8J+rvn+nLP9rD3ncJ5xwPFdAvykx/cfA/691zkvAbN6fP8aUJ2LeMZSd8r/zcNrZvN5v+cOdd5gxwc6lou/u1zJt+ec7WftOQ8t3+PcBfRctmhWZl+/54hIHO+3i325CEYyPyWM6UNEnlHVxWHHYXLLnnN2Mkl5C3AOXrJeB3xEVTf2OOczwPGq+mkRuRT4oKr+dS7isXHiZjC3D32KGQPsOWdBvT7uzwJrgBjwM1XdKCLfwOuaug/4KXCniGwF9gOX5ioea4kbY0yEjaU+cWOMGXcsiRtjTIRZEjfGmAizJG6GRUTmi8hPReSesGMxwRGRMhH5uYj8WEQ+GnY8ZmiWxMchEfmZiOwVkZd67R+0qE9P6k05viK3kZogZPm8Pwjco6pXAu8b9WBN1iyJj093ACt67hioqI+IHC8i9/fapo5+yGYE7sDn88abuNI9pTxay76PUzZOfBxS1T/2UxrzUFEfABG5C1ipqjcBF41yiCZA2TxvvDogs4D1WCMvEuwhmW79FfWZOdDJIjJZRP4DOFlErs91cCZwAz3v/wUuFpEfkv/T3w3WEjfDpKr7gE+HHYcJlqq2AZ8MOw7jn7XETTc/RX3M2GHPe4ywJG66rQMWiMg8ESnEq/VwX8gxmdyx5z1GWBIfh0Tk18CTwFEislNErlDVFNBd1Odl4O6eVdlMdNnzHtusAJYxxkSYtcSNMSbCLIkbY0yEWRI3xpgIsyRujDERZkncGGMizJK4McZEmCVxY4yJMEvixhgTYZbEjTEmwv4f4H+9UXzNW1IAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "col = cm.viridis(np.linspace(0.,1.0,len(scales[::2]))) \n", - "\n", - "kvals = jnp.logspace(-2.,0,100)*sqrt(3)\n", - "\n", - "for i, a in enumerate(scales[::2]): \n", - " semilogx(kvals, model.apply(params, kvals , jnp.atleast_1d(1)), color=col[i])\n", - "\n", - "sm = plt.cm.ScalarMappable(cmap=\"viridis\", norm=plt.Normalize(vmin=0., vmax=1))\n", - "plt.colorbar(sm, label='a')\n", - "\n", - "#xlim(kvals[0], 1)\n", - "#ylim(0,5)\n", - "grid()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/dev/JaxPM_ODE-tCOLA.ipynb b/dev/JaxPM_ODE-tCOLA.ipynb deleted file mode 100644 index abbb504..0000000 --- a/dev/JaxPM_ODE-tCOLA.ipynb +++ /dev/null @@ -1,913 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "2bb083b7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "%pylab is deprecated, use %matplotlib inline and import the required libraries.\n", - "Populating the interactive namespace from numpy and matplotlib\n" - ] - } - ], - "source": [ - "%pylab inline\n", - "%load_ext autoreload\n", - "%autoreload 2" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "458efc98", - "metadata": {}, - "outputs": [], - "source": [ - "import jax\n", - "import jax.numpy as jnp\n", - "import jax.lax as lax\n", - "import jax_cosmo as jc" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "da00e618", - "metadata": {}, - "outputs": [], - "source": [ - "import tensorflow as tf\n", - "import flowpm\n", - "from flowpm.tfpower import linear_matter_power\n", - "import flowpm.scipy.interpolate as interpolate" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "b588c18c", - "metadata": {}, - "outputs": [], - "source": [ - "from jaxpm.kernels import *\n", - "from jaxpm.painting import *\n", - "from jaxpm.growth import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "f0cba7a4", - "metadata": {}, - "outputs": [], - "source": [ - "# Below are a few parameters\n", - "box_size = [100.,100., 100.] # Transverse comoving size of the simulation volume\n", - "nc = [100, 100, 100] # Number of transverse voxels in the simulation volume\n", - "batch_size = 1 # Number of simulations to run in parallel" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "8dad416f", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2022-02-14 00:21:13.509002: E tensorflow/stream_executor/cuda/cuda_blas.cc:232] failed to create cublas handle: CUBLAS_STATUS_NOT_INITIALIZED\n", - "2022-02-14 00:21:13.509025: E tensorflow/stream_executor/cuda/cuda_blas.cc:234] Failure to initialize cublas may be due to OOM (cublas needs some free memory when you initialize it, and your deep-learning framework may have preallocated more than its fair share), or may be because this binary was not built with support for the GPU in your machine.\n", - "2022-02-14 00:21:13.509034: W tensorflow/stream_executor/stream.cc:1260] attempting to perform BLAS operation using StreamExecutor without BLAS support\n" - ] - }, - { - "ename": "InternalError", - "evalue": "BlasScal failed : in.shape=[1,100,100,100] [Op:IFFT3D]", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mInternalError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [6]\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 6\u001b[0m pk \u001b[38;5;241m=\u001b[39m linear_matter_power(cosmology, k)\n\u001b[1;32m 7\u001b[0m pk_fun \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mlambda\u001b[39;00m x: tf\u001b[38;5;241m.\u001b[39mcast(tf\u001b[38;5;241m.\u001b[39mreshape(interpolate\u001b[38;5;241m.\u001b[39minterp_tf(tf\u001b[38;5;241m.\u001b[39mreshape(tf\u001b[38;5;241m.\u001b[39mcast(x, tf\u001b[38;5;241m.\u001b[39mfloat32), [\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m]), k, pk), x\u001b[38;5;241m.\u001b[39mshape), tf\u001b[38;5;241m.\u001b[39mcomplex64)\n\u001b[0;32m----> 8\u001b[0m initial_conditions \u001b[38;5;241m=\u001b[39m \u001b[43mflowpm\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlinear_field\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 9\u001b[0m \u001b[43m \u001b[49m\u001b[43mbox_size\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 10\u001b[0m \u001b[43m \u001b[49m\u001b[43mpk_fun\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m 11\u001b[0m \u001b[43m \u001b[49m\u001b[43mbatch_size\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbatch_size\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 13\u001b[0m initial_state \u001b[38;5;241m=\u001b[39m flowpm\u001b[38;5;241m.\u001b[39mlpt_init(cosmology, initial_conditions, \u001b[38;5;241m0.1\u001b[39m, order\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m)\n", - "File \u001b[0;32m~/repo/flowpm/flowpm/tfpm.py:62\u001b[0m, in \u001b[0;36mlinear_field\u001b[0;34m(nc, boxsize, pk, kvec, batch_size, seed, dtype, name)\u001b[0m\n\u001b[1;32m 59\u001b[0m whitec \u001b[38;5;241m=\u001b[39m white_noise(nc, batch_size\u001b[38;5;241m=\u001b[39mbatch_size, seed\u001b[38;5;241m=\u001b[39mseed, \u001b[38;5;28mtype\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcomplex\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 60\u001b[0m lineark \u001b[38;5;241m=\u001b[39m tf\u001b[38;5;241m.\u001b[39mmultiply(whitec, (pkmesh \u001b[38;5;241m/\u001b[39m\n\u001b[1;32m 61\u001b[0m (boxsize[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m*\u001b[39m boxsize[\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m*\u001b[39m boxsize[\u001b[38;5;241m2\u001b[39m]))\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m0.5\u001b[39m)\n\u001b[0;32m---> 62\u001b[0m linear \u001b[38;5;241m=\u001b[39m \u001b[43mc2r3d\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlineark\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnorm\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnc\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mnc\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mnc\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 63\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m linear\n", - "File \u001b[0;32m~/repo/flowpm/flowpm/utils.py:271\u001b[0m, in \u001b[0;36mc2r3d\u001b[0;34m(cfield, norm, dtype, name)\u001b[0m\n\u001b[1;32m 268\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 269\u001b[0m norm \u001b[38;5;241m=\u001b[39m tf\u001b[38;5;241m.\u001b[39mcast(norm, dtype)\n\u001b[1;32m 270\u001b[0m rfield \u001b[38;5;241m=\u001b[39m tf\u001b[38;5;241m.\u001b[39mmultiply(\n\u001b[0;32m--> 271\u001b[0m tf\u001b[38;5;241m.\u001b[39mcast(\u001b[43mtf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msignal\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mifft3d\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcfield\u001b[49m\u001b[43m)\u001b[49m, dtype), norm, name\u001b[38;5;241m=\u001b[39mname)\n\u001b[1;32m 272\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m rfield\n", - "File \u001b[0;32m/usr/lib/python3.10/site-packages/tensorflow/python/ops/gen_spectral_ops.py:809\u001b[0m, in \u001b[0;36mifft3d\u001b[0;34m(input, name)\u001b[0m\n\u001b[1;32m 807\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _result\n\u001b[1;32m 808\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m _core\u001b[38;5;241m.\u001b[39m_NotOkStatusException \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m--> 809\u001b[0m \u001b[43m_ops\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraise_from_not_ok_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43me\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 810\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m _core\u001b[38;5;241m.\u001b[39m_FallbackException:\n\u001b[1;32m 811\u001b[0m \u001b[38;5;28;01mpass\u001b[39;00m\n", - "File \u001b[0;32m/usr/lib/python3.10/site-packages/tensorflow/python/framework/ops.py:7186\u001b[0m, in \u001b[0;36mraise_from_not_ok_status\u001b[0;34m(e, name)\u001b[0m\n\u001b[1;32m 7184\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mraise_from_not_ok_status\u001b[39m(e, name):\n\u001b[1;32m 7185\u001b[0m e\u001b[38;5;241m.\u001b[39mmessage \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m name: \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m name \u001b[38;5;28;01mif\u001b[39;00m name \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m-> 7186\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m core\u001b[38;5;241m.\u001b[39m_status_to_exception(e) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28mNone\u001b[39m\n", - "\u001b[0;31mInternalError\u001b[0m: BlasScal failed : in.shape=[1,100,100,100] [Op:IFFT3D]" - ] - } - ], - "source": [ - "# Instantiates a cosmology with desired parameters\n", - "cosmology = flowpm.cosmology.Planck15()\n", - "\n", - "# Create some initial conditions\n", - "k = tf.constant(np.logspace(-4, 1, 128), dtype=tf.float32)\n", - "pk = linear_matter_power(cosmology, k)\n", - "pk_fun = lambda x: tf.cast(tf.reshape(interpolate.interp_tf(tf.reshape(tf.cast(x, tf.float32), [-1]), k, pk), x.shape), tf.complex64)\n", - "initial_conditions = flowpm.linear_field(nc,\n", - " box_size, \n", - " pk_fun, \n", - " batch_size=batch_size)\n", - "\n", - "initial_state = flowpm.lpt_init(cosmology, initial_conditions, 0.1, order=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "5ad12a1e", - "metadata": {}, - "outputs": [], - "source": [ - "@tf.function\n", - "def solve_tf(init_state):\n", - " final_state = flowpm.nbody(cosmology, initial_state, linspace(0.1,1.,40), nc)\n", - " return final_state" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "7d4780a8", - "metadata": {}, - "outputs": [], - "source": [ - "final_state = solve_tf(initial_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "6a94dae9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1.3 s ± 2.59 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" - ] - } - ], - "source": [ - "%timeit final_state = solve_tf(initial_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "e5148fed", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "imshow(flowpm.cic_paint(tf.zeros([1]+nc), final_state[0]).numpy()[0].sum(axis=0))" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "cf61ff87", - "metadata": {}, - "outputs": [], - "source": [ - "mesh_shape = nc\n", - "kvec = fftk(mesh_shape)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "bc83bc0c", - "metadata": {}, - "outputs": [], - "source": [ - "# We need the vel and forces from lpt\n", - "def lpt1(delta_k, pos): \n", - " pot_k = delta_k * laplace_kernel(kvec)\n", - " return jnp.stack([cic_read(jnp.fft.irfftn(gradient_kernel(kvec, i)*pot_k), pos) for i in range(3)],axis=-1)\n", - " \n", - "def lpt(cosmo, linear, pos, a):\n", - " delta_k = jnp.fft.rfftn(linear)\n", - " a = jnp.atleast_1d(a)\n", - " lpt_dx = lpt1(delta_k, pos)\n", - " dx = growth_factor(cosmo, a) * lpt_dx\n", - " p = a**2 * growth_rate(cosmo, a) * jnp.sqrt(jc.background.Esqr(cosmo, a)) * dx\n", - " f = a**2 * jnp.sqrt(jc.background.Esqr(cosmo, a)) * dGfa(cosmo, a) / growth_factor(cosmo, a) * dx\n", - " return lpt_dx, dx, p, f" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "ab85a109", - "metadata": {}, - "outputs": [], - "source": [ - "pos0 = jnp.stack(jnp.meshgrid(jnp.arange(100), jnp.arange(100), jnp.arange(100)), axis=-1).reshape([-1,3])" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "02141439", - "metadata": {}, - "outputs": [], - "source": [ - "lpt_dx, x, p,f = lpt(jc.Planck15(), initial_conditions[0].numpy(), pos0, 1.)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "4225880e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "imshow(cic_paint(jnp.zeros(mesh_shape), pos0+x).sum(axis=0)); colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "167d193f", - "metadata": {}, - "outputs": [], - "source": [ - "# Define the ODE\n", - "def f(state, a, cosmo, lpt_dx):\n", - " # Extracts positions and velocity at a given point in\n", - " # the simulation\n", - " res_pos, res_vel = state\n", - " a = jnp.atleast_1d(a)\n", - " pos = pos0 + growth_factor(cosmo, a) * lpt_dx + res_pos\n", - " \n", - " # Computes the potential given the current positions\n", - " delta_k = jnp.fft.rfftn(cic_paint(jnp.zeros(mesh_shape), pos))\n", - " pot_k = delta_k * laplace_kernel(kvec) * longrange_kernel(kvec,r_split=0)\n", - " forces = jnp.stack([cic_read(jnp.fft.irfftn(gradient_kernel(kvec, i)*pot_k), pos) \n", - " for i in range(3)],axis=-1)\n", - " forces = forces * 1.5 * cosmo.Omega_m\n", - " \n", - " # Computes the update of position (drift)\n", - " dpos = 1. / (a**3 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * res_vel\n", - " \n", - " # Computes the update of velocity (kick)\n", - " dvel = 1. / (a**2 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * forces - dGfa(cosmo, a) * lpt_dx\n", - " \n", - " return dpos, dvel" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "ce83d3b8", - "metadata": {}, - "outputs": [], - "source": [ - "import diffrax\n", - "from diffrax import diffeqsolve, ODETerm, Dopri5, LeapfrogMidpoint, PIDController" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "d4e7b055", - "metadata": {}, - "outputs": [], - "source": [ - "cosmo = jc.Planck15()\n", - "\n", - "def f_diffrax(t, state, args):\n", - " return jnp.stack(f(state, t, cosmo, lpt_dx),axis=0)\n", - "\n", - "\n", - "term = ODETerm(f_diffrax)\n", - "solver = Dopri5()\n", - "stepsize_controller = PIDController(rtol=1e-5, atol=1e-5)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "37285eb4", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/francois/.local/lib/python3.10/site-packages/jax/_src/numpy/lax_numpy.py:6655: UserWarning: Explicitly requested dtype requested in astype is not available, and will be truncated to dtype int32. To enable more dtypes, set the jax_enable_x64 configuration option or the JAX_ENABLE_X64 shell environment variable. See https://github.com/google/jax#current-gotchas for more.\n", - " lax._check_user_dtype_supported(dtype, \"astype\")\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(1000000, 8)\n", - "(1000000, 8)\n", - "(1000000, 8)\n", - "(1000000, 8)\n", - "(1000000, 8)\n", - "(1000000, 8)\n", - "(1000000, 8)\n", - "(1000000, 8)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2022-02-14 00:10:24.488749: E external/org_tensorflow/tensorflow/compiler/xla/pjrt/pjrt_stream_executor_client.cc:2124] Execution of replica 0 failed: INTERNAL: Failed to load in-memory CUBIN: CUDA_ERROR_OUT_OF_MEMORY: out of memory\n" - ] - }, - { - "ename": "RuntimeError", - "evalue": "INTERNAL: Failed to load in-memory CUBIN: CUDA_ERROR_OUT_OF_MEMORY: out of memory", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [31]\u001b[0m, in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m init_state \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mstack([jnp\u001b[38;5;241m.\u001b[39mzeros((\u001b[38;5;241m100\u001b[39m,\u001b[38;5;241m100\u001b[39m,\u001b[38;5;241m100\u001b[39m,\u001b[38;5;241m3\u001b[39m))\u001b[38;5;241m.\u001b[39mreshape((\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m,\u001b[38;5;241m3\u001b[39m)),\n\u001b[1;32m 2\u001b[0m jnp\u001b[38;5;241m.\u001b[39mzeros((\u001b[38;5;241m100\u001b[39m,\u001b[38;5;241m100\u001b[39m,\u001b[38;5;241m100\u001b[39m,\u001b[38;5;241m3\u001b[39m))\u001b[38;5;241m.\u001b[39mreshape((\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m,\u001b[38;5;241m3\u001b[39m))], axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m)\n\u001b[0;32m----> 4\u001b[0m solution \u001b[38;5;241m=\u001b[39m \u001b[43mdiffeqsolve\u001b[49m\u001b[43m(\u001b[49m\u001b[43mterm\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msolver\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mt0\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mt1\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1.\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdt0\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.1\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[43m \u001b[49m\u001b[43my0\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minit_state\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstepsize_controller\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstepsize_controller\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/.local/lib/python3.10/site-packages/equinox/jit.py:90\u001b[0m, in \u001b[0;36mfilter_jit..fun_wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 88\u001b[0m static_leaves, static_treedef \u001b[38;5;241m=\u001b[39m jax\u001b[38;5;241m.\u001b[39mtree_flatten((static_args, static_kwargs))\n\u001b[1;32m 89\u001b[0m static_leaves \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtuple\u001b[39m(static_leaves)\n\u001b[0;32m---> 90\u001b[0m dynamic_out, static_out \u001b[38;5;241m=\u001b[39m \u001b[43m_filter_jit_cache\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfun\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mjitkwargs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 91\u001b[0m \u001b[43m \u001b[49m\u001b[43mstatic_leaves\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 92\u001b[0m \u001b[43m \u001b[49m\u001b[43mstatic_treedef\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 93\u001b[0m \u001b[43m \u001b[49m\u001b[43mdynamic_args\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 94\u001b[0m \u001b[43m \u001b[49m\u001b[43mdynamic_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 95\u001b[0m \u001b[43m \u001b[49m\u001b[43mfilter_spec_return\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 96\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 97\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m combine(dynamic_out, static_out\u001b[38;5;241m.\u001b[39mvalue)\n", - " \u001b[0;31m[... skipping hidden 6 frame]\u001b[0m\n", - "File \u001b[0;32m~/.local/lib/python3.10/site-packages/jax/_src/dispatch.py:444\u001b[0m, in \u001b[0;36m_execute_compiled\u001b[0;34m(name, compiled, output_buffer_counts, result_handlers, kept_var_idx, *args)\u001b[0m\n\u001b[1;32m 441\u001b[0m device, \u001b[38;5;241m=\u001b[39m compiled\u001b[38;5;241m.\u001b[39mlocal_devices()\n\u001b[1;32m 442\u001b[0m input_bufs \u001b[38;5;241m=\u001b[39m util\u001b[38;5;241m.\u001b[39mflatten(\n\u001b[1;32m 443\u001b[0m device_put(x, device) \u001b[38;5;28;01mfor\u001b[39;00m i, x \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(args) \u001b[38;5;28;01mif\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m kept_var_idx)\n\u001b[0;32m--> 444\u001b[0m out_bufs \u001b[38;5;241m=\u001b[39m \u001b[43mcompiled\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mexecute\u001b[49m\u001b[43m(\u001b[49m\u001b[43minput_bufs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 445\u001b[0m check_special(name, out_bufs)\n\u001b[1;32m 446\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m output_buffer_counts \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n", - "\u001b[0;31mRuntimeError\u001b[0m: INTERNAL: Failed to load in-memory CUBIN: CUDA_ERROR_OUT_OF_MEMORY: out of memory" - ] - } - ], - "source": [ - "init_state = jnp.stack([jnp.zeros((100,100,100,3)).reshape((-1,3)),\n", - " jnp.zeros((100,100,100,3)).reshape((-1,3))], axis=0)\n", - "\n", - "solution = diffeqsolve(term, solver, t0=0.1, t1=1., dt0=0.1,\n", - " y0=init_state, stepsize_controller=stepsize_controller)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "9fc54299", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "421 ms ± 2.28 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" - ] - } - ], - "source": [ - "%timeit solution = diffeqsolve(term, solver, t0=0.1, t1=1., dt0=0.1, y0=init_state+0, stepsize_controller=stepsize_controller)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "325ee24c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Solution(t0=DeviceArray(0.1, dtype=float32), t1=DeviceArray(1., dtype=float32), ts=DeviceArray([1.], dtype=float32, weak_type=True), ys=DeviceArray([[[[-0.05698265, -0.4233138 , -0.23527317],\n", - " [-0.4048839 , -0.18278353, 0.10613398],\n", - " [-0.39811632, 0.36003193, 0.5207157 ],\n", - " ...,\n", - " [-0.12596521, 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "resx = solution.ys[0,0]+pos0+x\n", - "imshow(cic_paint(jnp.zeros(mesh_shape), resx).sum(axis=0),cmap='gist_stern'); colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "id": "654d9c69", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "imshow((cic_paint(jnp.zeros(mesh_shape), resx) - \n", - " flowpm.cic_paint(tf.zeros([1]+mesh_shape), final_state[0]).numpy()[0]).sum(axis=0)); colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "32357464", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "547af8a9", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8f5cac4d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "aa14a004", - "metadata": {}, - "outputs": [], - "source": [ - "from jax.experimental.ode import odeint" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "973ca031", - "metadata": {}, - "outputs": [], - "source": [ - "init_state = [jnp.zeros((64,64,64,3)).reshape((-1,3)),\n", - " jnp.zeros((64,64,64,3)).reshape((-1,3))]\n", - "\n", - "@jax.jit\n", - "def solve_ode(init_state):\n", - " cosmo = jc.Planck15()\n", - " return odeint(f, init_state, \n", - " jnp.linspace(0.1,1.0,10), \n", - " cosmo,\n", - " lpt_dx, rtol=1e-5, atol=1e-5)" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "e801c3eb", - "metadata": {}, - "outputs": [], - "source": [ - "res = solve_ode(init_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "de770afb", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "765 ms ± 7.45 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" - ] - } - ], - "source": [ - "%timeit res = solve_ode(init_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "4bdfe23f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "imshow((cic_paint(jnp.zeros(mesh_shape), resx) - \n", - " flowpm.cic_paint(tf.zeros([1]+mesh_shape), final_state[0]).numpy()[0]).sum(axis=0)); colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "68b72b68", - "metadata": {}, - "outputs": [], - "source": [ - "from DifferentiableHOS.pk import power_spectrum" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "785818e3", - "metadata": {}, - "outputs": [], - "source": [ - "k, pk = power_spectrum(flowpm.cic_paint(tf.zeros([1]+mesh_shape), final_state[0]),\n", - " boxsize=array([64.,64.,64.]), \n", - " kmin=0.1,dk=2*np.pi/64.)\n", - "\n", - "k, pk_jax = power_spectrum(tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), resx).reshape([1,64,64,64])),\n", - " boxsize=array([64.,64.,64.]), \n", - " kmin=0.1,dk=2*np.pi/64.)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "18e3d30b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "semilogx(k,(pk_jax[0] - pk[0])/pk[0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "703c8195", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d6921f17", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b3083d29", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "65116b88", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c6bd8cfd", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "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": "3.10.2" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/dev/JaxPM_ODE.ipynb b/dev/JaxPM_ODE.ipynb deleted file mode 100644 index fa1edd0..0000000 --- a/dev/JaxPM_ODE.ipynb +++ /dev/null @@ -1,674 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "2bb083b7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "%pylab is deprecated, use %matplotlib inline and import the required libraries.\n", - "Populating the interactive namespace from numpy and matplotlib\n" - ] - } - ], - "source": [ - "%pylab inline\n", - "%load_ext autoreload\n", - "%autoreload 2" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "458efc98", - "metadata": {}, - "outputs": [], - "source": [ - "import jax\n", - "import jax.numpy as jnp\n", - "import jax.lax as lax\n", - "import jax_cosmo as jc" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "da00e618", - "metadata": {}, - "outputs": [], - "source": [ - "import tensorflow as tf\n", - "import flowpm\n", - "from flowpm.tfpower import linear_matter_power\n", - "import flowpm.scipy.interpolate as interpolate" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "b588c18c", - "metadata": {}, - "outputs": [], - "source": [ - "from jaxpm.kernels import *\n", - "from jaxpm.painting import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "f0cba7a4", - "metadata": {}, - "outputs": [], - "source": [ - "# Below are a few parameters\n", - "box_size = [100., 100., 100.] # Transverse comoving size of the simulation volume\n", - "nc = [100, 100, 100] # Number of transverse voxels in the simulation volume\n", - "batch_size = 1 # Number of simulations to run in parallel" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "8dad416f", - "metadata": {}, - "outputs": [], - "source": [ - "# Instantiates a cosmology with desired parameters\n", - "cosmology = flowpm.cosmology.Planck15()\n", - "\n", - "# Create some initial conditions\n", - "k = tf.constant(np.logspace(-4, 1, 128), dtype=tf.float32)\n", - "pk = linear_matter_power(cosmology, k)\n", - "pk_fun = lambda x: tf.cast(tf.reshape(interpolate.interp_tf(tf.reshape(tf.cast(x, tf.float32), [-1]), k, pk), x.shape), tf.complex64)\n", - "initial_conditions = flowpm.linear_field(nc,\n", - " box_size, \n", - " pk_fun, \n", - " batch_size=batch_size)\n", - "\n", - "initial_state = flowpm.lpt_init(cosmology, initial_conditions, 0.1)" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "id": "5ad12a1e", - "metadata": {}, - "outputs": [], - "source": [ - "@tf.function\n", - "def solve_tf(init_state):\n", - " final_state = flowpm.nbody(cosmology, initial_state, linspace(0.1,1.,40), nc)\n", - " return final_state" - ] - }, - { - "cell_type": "code", - "execution_count": 74, - "id": "7d4780a8", - "metadata": {}, - "outputs": [], - "source": [ - "final_state = solve_tf(initial_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "6a94dae9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4.89 s ± 12.2 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" - ] - } - ], - "source": [ - "%timeit final_state = solve_tf(initial_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "e5148fed", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "imshow(flowpm.cic_paint(tf.zeros([1]+nc), final_state[0]).numpy()[0].sum(axis=0))" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "167d193f", - "metadata": {}, - "outputs": [], - "source": [ - "mesh_shape = nc\n", - "kvec = fftk(mesh_shape)\n", - "\n", - "# Define the ODE\n", - "def f(state, a, cosmo):\n", - " # Extracts positions and velocity at a given point in\n", - " # the simulation\n", - " pos, vel = state\n", - " \n", - " # Computes the potential given the current positions\n", - " delta_k = jnp.fft.rfftn(cic_paint(jnp.zeros(mesh_shape), pos))\n", - " pot_k = delta_k * laplace_kernel(kvec) * longrange_kernel(kvec,r_split=0)\n", - " forces = jnp.stack([cic_read(jnp.fft.irfftn(gradient_kernel(kvec, i)*pot_k), pos) \n", - " for i in range(3)],axis=-1)\n", - " forces = forces * 1.5 * cosmo.Omega_m\n", - " \n", - " # Computes the update of position (drift)\n", - " dpos = 1. / (a**3 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * vel\n", - " \n", - " # Computes the update of velocity (kick)\n", - " dvel = 1. / (a**2 * jnp.sqrt(jc.background.Esqr(cosmo, a))) * forces\n", - " \n", - " return dpos, dvel" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "aa14a004", - "metadata": {}, - "outputs": [], - "source": [ - "from jax.experimental.ode import odeint" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "973ca031", - "metadata": {}, - "outputs": [], - "source": [ - "init_state = [initial_state[0,0].numpy(),\n", - " initial_state[1,0].numpy()]\n", - "\n", - "@jax.jit\n", - "def solve_ode(init_state):\n", - " return odeint(f, init_state, \n", - " jnp.linspace(0.1,1.0,10), \n", - " jc.Planck15(),rtol=1e-5, atol=1e-5 )" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "e801c3eb", - "metadata": {}, - "outputs": [], - "source": [ - "res = solve_ode(init_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "de770afb", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "352 ms ± 1.01 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" - ] - } - ], - "source": [ - "%timeit res = solve_ode(init_state)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "73e7cc3c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "imshow((cic_paint(jnp.zeros(mesh_shape), res[0][-1]) - \n", - " flowpm.cic_paint(tf.zeros([1]+mesh_shape), final_state[0]).numpy()[0]).sum(axis=0)); colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "68b72b68", - "metadata": {}, - "outputs": [], - "source": [ - "from DifferentiableHOS.pk import power_spectrum" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "785818e3", - "metadata": {}, - "outputs": [], - "source": [ - "k, pk = power_spectrum(flowpm.cic_paint(tf.zeros([1]+mesh_shape), final_state[0]),\n", - " boxsize=np.array([100.,100.,100.]), \n", - " kmin=0.1,dk=2*np.pi/100.)\n", - "\n", - "k, pk_jax = power_spectrum(tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), res[0][-1]).reshape([1,100,100,100])),\n", - " boxsize=np.array([100.,100.,100.]), \n", - " kmin=0.1,dk=2*np.pi/100.)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "18e3d30b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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D6kVCbSFkJEbx6DdHcnl2Ij9/eydbDx71dbVUEGpNHtde2I/s5Gj+sflQBxGBxdvksQCYJiJ5OGdTLQAQkf4isgzAGNME3A8sB3YDS4wxO88Xb32+BGdi+AC4zxjTuujRT4FfiMg2nN1VP/HyO6heyBYiPDl3LCmxYdz79y069Vd1ucPH6kmIchAeauM7Fw/ki4PH2FZ0zNfV6jL6kKDq1XaXnODGZ9YxekAfXr77Ehx2XStUdY07XthIZU0j7/zoMo7WNjLtvz6hucXw/B0XMzY9cAbPu+UhQaUC3Yh+ffjtty9k0/6jPPae9oCqrlN87CT9+4YDEBfl4P9+MImY8FBu+d8NfLTn7AmiXx06xo8Xf0FTAG3TrMlD9XrfGtOfe6xtcpcEWb+08t7JxmaOnzzlUYwxhsNHT9Iv9sxswIzEKF6/dxKDk6O49+9bOVF/5povrT/AW18Wc7Cqrsvq3d00eSgF/Nv0YUweksB/vLWDrw4d83V1lB955M3tzPrvz6hpaHI75kR9E7WNzV+bSp4UE8YvrhtFQ1MLq/c4J5e2tBg+2et8X1jh0bPPPqXJQynAbgvhybnjSIoO4wd/30JFTUPHQapX2FF8nMPHTvJfK/a6HdM606q/i+eQxqXHkRgdxoe7nF1XO4tPUFHTCGjyUCogxUc5+J/bxlNV28h9L2/lVAD1P6vu0dxi2F9ZR0SojRfWFrLj8HG34s4kj/CvfRYSIkwbmcLHe8qoP9XM6twyRCDSYdPkoVSgGj0gliduvIANhVU8sWyPr6ujfKz42Ekam1r412nZxEeF8fAb22lu+foM1cPHTvL+9pKz4gCXKyAAXDMqhdrGZtbtq+Dj3DIuTOvLsNQYTR5KBbIbx6Vx5+QMnl9byJtfFPm6OsqH9pXXAHDRwDh+ft1Ith8+zkvr959VpqXFcN/LW7n35a2UnXA+L3T4WD2hNiExOszldScNTiA6zM7ijYf44tAxrhqaRGZilCYPpQLdv88awcTMeOa/vt3trgoVfFp/mWclRfHNC/tx5dAkfvdB7ln/TSzedIgvrUkWq3OdA9/Fx5wzrdpbeDPMbuPq4cl8uKsUY+Dq4clkJUZRcryek43NLmP8jSYPpVwItYXw9K3jiI9y8P2/baGqttHXVVI+UFBeS0y4nYQoByLCf377QuKjHNz14iYOHztJZU0Dv/1gDxMz4+kfG86q3WeSh6vxjrauGZkCOMfaLhwQS2ZiNAD7KwOj9aHJQ6l2JEaH8Zd/Hk95TQM/enVrQD3ApbpGQUUNWUnRpzdySu4TzvN3XMzJxmbuemETP1+6k9qGJh67fjRXD09mTX4FDU3NlByvdznTqq2rhiXhsIdw1dAkQkKEjMRIIHBmXGnyUOo8xgzsy+PXj2ZtfiW/W57r6+qoHlZYXsvgxKizzg1LjeEvt41nX3kN724r4e7Ls8hOieEbw5Opa2xm3b5Kjpyob3ewvFVMeCj/uOcSHp41AoCMBOd9NHkoFSRuzhnIbZcMYuGnBWwoqPR1dVQPqWtsovh4PZnnJA+AyUMS+eN3LmLqiGQemDIEgEmDEwmzh7B440GaW0yHLQ+AselxJMU4B9Wjwuyk9gmnoFyTh1JB45FrR5DaJ5zfvL+H3rKYaG93ZrA82uXn3xrTn+fmXUykw7ktUoTDxqTBCay0xj3cSR7nykyM0jEPpYJJeKiNB68ZyleHjrFs+xFfV0f1gNbk4arl0Z5vDE8+/RzIgA4GzF3JCKDpupo8lHLTTePSGJYSw++W76GxSQfPg11r95EnyePq4cmn37ddFNFdWYlRVNU2cqzO/2f3afJQyk22EGH+rOEcqKzjlQ0HfF0d1c0KymsY0DeCCIfN7Zi0uEiGpcQQGxFKVCf2K29NVIHQ+tDkoZQHrhqaxKTBCfz5o3yq6z1bplsFlsKKWo9aHa1+NGUI37s8s1P3zExy3i8Qxj00eSjlARHh4ZkjqKpt5H8+KfB1dVQ3McZQUF5LVpLnyeObF/bn/m9kd+q+A+MiCbUJuUdqOhXfkzR5KOWhC9JinTNt1hRw5LjufR6MKmoaqW5oIqsTLQ9vOOwhjEnry8ZC/58S7lXyEJF4EVkhInnWq8uNeUVkhojkiki+iMx3J15EHrbK54rI9Dbn54rIdhHZJiIfiEiiN99Bqc74f9OH0dxiPNrjQQWOAmtBxMx2pul2p4lZ8WwrOk6tB5tP+YK3LY/5wCpjTDawyjo+i4jYgKeBmcBIYK6IjDxfvPX5HGAUMAN4RkRsImIH/hu42hhzIbANuN/L76CUxwbGR3L7pRm8tuUQuUeqfV0d1cUKWp/x6OGWB8AlWQk0tRi2HDja4/f2hLfJYzawyHq/CLjeRZkJQL4xpsAY0wgstuLOFz8bWGyMaTDGFAL51nXE+okS52IzfYBiL7+DUp1y/9VDiAqz89sPdN+PYFNYUYvDHtLhEiPdYfygOOwhwud+vpqBt8kjxRhTAmC9JrsoMwA41Oa4yDp3vniXMcaYU8C9wHacSWMk8Nf2Kici94jIZhHZXF5e7ul3U+q84qIc/PCqIXy0p4z1+/z7H7o6v5qGJp5clcdHe0o52dhMQXkNmQlR7S6p3p0iHXbGDOwb+MlDRFaKyA4XP7M7im29hItzHa3v4DJGREJxJo+xQH+c3VYPt3cRY8xCY0yOMSYnKSnJzeoq5b47J2fQLzacJ97fTYuLHeZUYPhgxxH+sGIvd724mTG/+pDP8io6NdOqq1wSAOMeHSYPY8xUY8xoFz9vA6Ui0g/Aei1zcYkiYGCb4zTOdDW1F99ezEVWnfYZ5wJDS4BJ7n1VpbpeeKiNn1wzjG1Fx3mvzTakKrDsKTlBmD2El+6awG2XDGJwUjTXjErxWX0CYdzD226rpcA86/084G0XZTYB2SKSKSIOnAPhSzuIXwrMEZEwEckEsoGNwGFgpIi0NiOmAbu9/A5KeeWGsQMYnupctqShKTB2gVNn23OkmqEpMVwxNIlHvzmSZf9yOTeMTfNZfQJh3MPb5LEAmCYieTh/kS8AEJH+IrIMwBjThHNG1HKcv+iXGGN2ni/e+nwJsAv4ALjPGNNsjCkGfgl8KiLbcLZEfuPld1DKK7YQ4eFZIzhUdZKXPz/o6+qoTthzpJphqTG+rsZpkQ47F6bF+nXy8HzxlTaMMZXAFBfni4FZbY6XAcvcjbc+exx43MX5vwB/6Xytlep6V2QnMnlIAk9+lMdN49OIjQj1dZWUmypqGqioaWC4HyUPgBH9+vD+Dv9dwVmfMFeqC7QuW3K07hR/+WSfr6ujPND6nM7w1D4+rsnZEqLDOFrXeHqJd3+jyUOpLjJ6QCzXX9Sf59cUUnL8pK+ro9y0x0oe/tRtBZAQ5cAYOOqny7Nr8lCqC/3kmmEYA3/8UJctCRS5R06QGO04vR2sv4iPcgBQVeufycOrMQ+l1NkGxkcyb9IgnltTyIn6U5xqNjQ0NdPY1EJDU8s5r800txgW3HQh00el+rrqvZa/DZa3Soh2Jo/Kmkbw3azhdmnyUKqL3Xf1ELYcOEpBeS1hoSE4bCGE2W1ERtoJs4fgsDuPHfYQVuwq5dWNBzV5+Ehzi2FvaTW3TBjk66p8TUKUsyVUWdvg45q4pslDqS7WN9LBGz+c7FbZKIeNl9YfoLr+FDHhOkPLG80thhfX7WfaiBTSEyLdijlYVUf9qRaG9/O/loe/d1vpmIdSPjRjdCqNzS2szvXN2muVNQ2UVQfHniSb9lfx63d3MWfheg5V1bkVs6fkBIDfTdMFiIsMRcTqtvJDmjyU8qFx6XEkRoex3Afz+VtaDDc8s44Jj69ixp8+5Yllu1mbXxGwT8mvza8gRJyLHN763AaXG3WdO+11z5FqRCA72f+Sh90WQt+IUL/tttLkoZQPhYQI14xKYXVuGfWnevaX9vqCSg5W1XHj2AHERTp4fm0htz63gTG//JA7XtjIC2sLKT4WOFOOP8urYMzAvrz03YlU1TZyy3OfU17dwMnGZv6x6SDXPbmGsb/6kKKjZ1oluUeqyUyIIsJh82HN2xcf5fDbbisd81DKx6aPSuWVDQdZk1fB1JE9N63m9S1FxITb+c2NFxAeaqO2oYnPCyr5dG85n+ZV8Mt3dvHLd3ZxcUYc143pz8zR/fxuOmur4ydPsa3oGPddPYSLBvblhTsv5va/buSGZ9Zy/OQpquubGJoSTWNzC0+8v4enbxkHwJ4jJxjRz78eDmwrITqMCu22Ukq5cmlWAjHhdpbv7Lmuq5qGJt7fcYTrxvQnPNT5V3dUmJ0pI1L45ezRrH7oKlY/dBU/mTaUY3Wn+NnbO5n4m5X883Mb+MemgzQ1t/RYXVsdqqrjvW2uVy5ev6+SFgOXDXHuSn1xRjzPzcuhsamFq4cls+T7l7L8x1fwgysH8962Ej4vqKSusYkDVXV+OU23VYK2PJRS7XHYQ5gyPJmVu0tpam7Bbuv+v+mWbS/h5KlmbhrX/sqxmYlR/GhKNj+akk3ukWre+aqYd7YV89PXt1NR08h9Vw/p9nq2Kjl+ku/8z3qKj9czKOEyRg+IPevztfkVRDpsjE2PO31u8pBENj4y9axy379iMK9tLuKX7+zisetHY4z/LUvSlj93W2nLQyk/MH1UKkfrTrFxf1WP3O//thSRlRjFuPS+bpUflhrDQ9OH8fFDV3HRwL580IMD/MfrTjHv+Y2cqG8iItTG39Yf+FqZtfkVTMyMx2E//6+0CIeNh2cNZ3fJCX6zzLmbgz/OtGrlz+tbafJQyg9cOSyJMHsIH+4s7fZ7HaysY2NhFTeNT0PEs21WRYRpI1PYfvg4pSe6f4pv/almvrtoE/sr6lh423iuHzuAt748zLE26z0dPnaSgopaJltdVh259oJ+TMyMZ8uBo0SE2kiPd++ZEF/w5/WtNHko5QciHXauGJrE8p1HcG6S2X1e31qEiHMTq86YOsI5qL9qt6uNQ7tOU3ML97/yBVsOHuW/vnMRk4Ykcvulg2hoauG1zUWny63NqwDg8mz3tpoWEX523UhCBIamRPtkn3J3+fODgjrmoZSfmDEqlRW7StlWdJwxA/t2yz1aWgxvfFHE5MGJ9O8b0alrDE2JJi0uglW7S7llYnqX1augopayE/WUVtdTeqKBDQWVrM4t59ezR3Hthf0A5x4XF2fE8fcNB/juZZmEhAif5VeQFBPG0JRot+83qn8sv5w9miRr/Sh/1bq+VUVNA0NT/Kt7TZOHUn5iyohkbCHCBzuPdFvy2Li/ikNVJ/nJtGGdvoaIMHVECq9uPMjJxmavn5Foam7hrkWb+XTv2U/Zx4TZ+X/Th3HbpRlnnb/t0gweePULPskr58rsJNblV3DF0CSPu+Buu8T/1rM6V+v6VtryUEq1q2+kg0uy4lm+4wj/Nn2Yx78M3fH6liKiw+xeL8Q4ZUQyL67bz9p8759Neey93Xy6t5wHpw1lQmY8KX3CSY4JIyrM9a+nGaNSSYwO42/rD5AcE0ZlbaPb4x2Bxp+7rbwa8xCReBFZISJ51mtcO+VmiEiuiOSLyPyO4kUkQURWi0iNiDx1zrXGi8h261p/lu74F6aUj8wYlUpBRS35ZTVdfu26xiaWbS/h2gv6ed1amJiZQHSYnVV7vBvgf3nDAV5ct5/vXZ7JA1OyuSQrgczEqHYTBzinNt8yYSCrc8tYvPEQcOb5jmDTur6VPz4o6O2A+XxglTEmG1hlHZ9FRGzA08BMYCQwV0RGdhBfDzwKPOTins8C9wDZ1s8ML7+DUn5j2khni6A7Hhj8YMcRahub+XZO+892uMthD+GKoYms3F1GSyenka7fV8nP397JVcOSmD9zhEext0wcRIgIf/v8AEOSo0mNDe9UHfxd6/pWVX64vpW3yWM2sMh6vwi43kWZCUC+MabAGNMILLbi2o03xtQaY9bgTCKniUg/oI8xZr1xTkl5qZ17KhWQUmPDGZvel+XdMGX3/7YUMSghkpxBLjsIPDZleArl1Q1sP3y83TKPv+dc5fbFtYVnTe09WFnHvS9vYVBCJH+eOxabhzOeUmPDucbqLgvWVkcrf31Q0NvkkWKMKQGwXpNdlBkAHGpzXGSdczf+3GsVtTluey2lgsL0UalsP3z8rAX8vFV0tI71BZXcNM7zZzvac/XwZEIEVu12nei+OnSM//2skL2lNfzinV1c8sQqbv7LOp5fU8jdL23CGPjrvIvp08l9TO6cnInImanDwcpf17fqMHmIyEoR2eHiZ3ZHsa2XcHGusxPZPbqWiNwjIptFZHN5uW/2S1DKU62D2V35wOCbWw9jTOef7XAlPsrB+EFxrHTxvIcxhseX7SYx2sGn/3Y1Kx+8gn+dOpTq+iZ+9e4u9pXX8uyt48hIjOr0/SdkxrPh36dwWXZwtzz8dX2rDmdbGWOmtveZiJSKSD9jTInVpeTqqaEiYGCb4zSg2HrvTvy512rbYdv2Wq7qvhBYCJCTk+N/z/cr5UJmYhTDUmL4YOcR7ros0+vrGWN4fWsRl2YlMLCLn6aeMiKFBe/vofjYybOeG1mxq5SNhVX8+vrRRIfZGZIcwwNTYnhgSjb7ymuoa2jmgrTY81zZPckxwTnW0VawdlstBeZZ7+cBb7soswnIFpFMEXEAc6w4d+NPs7q2qkXkEmuW1e0dxSgViKaPSmHz/ioqarwfKN1y4Cj7K+u4abz3A+XnmjrC2dO8as+Zv/tONbew4IM9DE6KYs7FA78WMzgpuksSR2/hr+tbeZs8FgDTRCQPmGYdIyL9RWQZgDGmCbgfWA7sBpYYY3aeL966xn7gj8AdIlLUZobWvcBzQD6wD3jfy++glN+ZPjqVFgMrd3nfdfXa5iIiHTZmjvbu2Q5XBidFMygh8qxxj8UbD1JQXsv8mSMI7YEVgoOdv65v5dVDgsaYSmCKi/PFwKw2x8uAZe7GW59ltHN+MzC6czVWKjCM7NeHtLgIlu88wpwJni0B0rqp0yd7y/lkbzkHKuv4p5y08z470VkiwpThKfx9wwHqGptobjH8aWUeEzPjT7dKlHdaHxSsrGkkMdp/NuPSJ8yV8kMiwoxRqby0/gDV9aeIOc+MJGMMe0tr+GRvGZ/sLWdT4VEam1uICLUxeUgCd1+WyY3n2bfDW1NHJPP82kI+y6tge9FxKmsbeeHaEd3yhHxvFBfpTB7HT57ycU3OpslDKT81fXQqz60pZHVuOd8a0/9rnzc0NbP0y2L+uqaQPUeqARiWEsMdkzO4cmgSORlxhNm7f2/uizPjiQm388qGg3xeUMnsi/pzYVrfbr9vb9EnwvlrWpOHUsot49LjSIwOY/nOI2clj2N1jby84SCL1u2nrLqB4akxPH7DaL4xPJl+sZ1bKdcbobYQrhyaxLvbSnDYQnjoms4vuqi+LjbC2eo8oclDKeUOW4hz46WlXx6m/lQzZScaeH5tIf/YdIiTp5q5PDuR3988hsuzE33eRTRtZArvbivhzskZXT4duLdrfYjyRL0mD6WUm2aMTuXVjQeZ+7+f89WhY9hChNkXDeDuyzP9au/tGaNT+Y9rR3g8uK86FhOu3VZKKQ9dmpVAYrSDfWU1/ODKwcyblEFKH/97MC7MbuPuy7N8XY2gZLeFEB1m58TJJl9X5SyaPJTyYw57CMt/fAURDhuRDv3n2lvFRoRqy0Mp5ZkEP5rbr3wjJtzud2Me+vinUkr5OX9seWjyUEopP9cnItTvpupq8lBKKT/XJ1yTh1JKKQ/FRoRyot6/Zltp8lBKKT/XJ8JOTUMTTc0tvq7KaZo8lFLKz7UuUVLtR60PTR5KKeXn/HGJEk0eSinl51pbHv40XVeTh1JK+bk+p1fW1W4rpZRSbtKWh1JKKY+1bggVNGMeIhIvIitEJM96jWun3AwRyRWRfBGZ31G8iCSIyGoRqRGRp9qUjxSR90Rkj4jsFJEF3tRfKaUCQTC2POYDq4wx2cAq6/gsImIDngZmAiOBuSIysoP4euBR4CEX9/y9MWY4MBaYLCIzvfwOSinl1yJCbdhDxK+eMvc2ecwGFlnvFwHXuygzAcg3xhQYYxqBxVZcu/HGmFpjzBqcSeQ0Y0ydMWa19b4R2AqkefkdlFLKr4mI3y2O6G3ySDHGlABYr8kuygwADrU5LrLOuRvvkoj0Ba7D2WJpr8w9IrJZRDaXl5e7e2mllPI7ffxsiZIO9/MQkZVAqouPHnHzHq42VzZuxrq+oIgdeBX4szGmoL1yxpiFwEKAnJwcr+6plFK+1Cfc7lctjw6ThzFmanufiUipiPQzxpSISD+gzEWxImBgm+M0oNh67068KwuBPGPMn9wsr5RSAc3flmX3tttqKTDPej8PeNtFmU1AtohkiogDmGPFuRt/FhF5DIgFftz5aiulVGBxdls5k8dvP9jDyxsO+LQ+3iaPBcA0EckDplnHiEh/EVkGYIxpAu4HlgO7gSXGmJ3ni7eusR/4I3CHiBSJyEgRScPZXTYS2CoiX4rI3V5+B6WU8nuxVsuj/lQzf11TyOKNhzoO6kZe7WFujKkEprg4XwzManO8DFjmbrz1WUY7t3U1hqKUUkHNuSFUE18dOkZjUwu5R6o51dxCqM03z3rrE+ZKKRUAYiNCaWxu4dM858zRxuYW8kprfFYfTR5KKRUAWpcoWbmr7PQT5zuKj/usPpo8lFIqALQmjNzSaq4b048oh42dh32XPLwa81BKKdUzWjeEArgkK4HcI9XsLD7hs/poy0MppQJAa8sDYEJGPKP6x7Kr5ATNLYaC8hqWbS/p0fpoy0MppQJA64ZQmYlRJPcJZ1T/PtQ1NlNQXsOP//El+8prmHVBvx6rjyYPpZQKAH3Cnb+uJ2TEAzB6QCwAv1m2+3T3VWNTCw57z3QoabeVUkoFgLhIB98en8acCc7VnoYkR+Owh7A698yirzUNPbdwoiYPpZQKACEhwu9vHsPYdOeee6G2EIanxgBw0zjnzhQ1PbjqriYPpZQKULdOTOfuyzK5ZlQK0LPb1OqYh1JKBajvXJwOwLr8CkC7rZRSSnkg2hpM124rpZRSbouxHiCsbui5bitNHkopFeCiw7TloZRSykMxVrdVtY55KKWUcleYPYRQm1CtLQ+llFLuEhGiw+zabaWUUsoz0eH2wJmqKyLxIrJCRPKs17h2ys0QkVwRyReR+R3Fi0iCiKwWkRoReaqday4VkR3e1F8ppYJFTFgo1T34kKC3LY/5wCpjTDawyjo+i4jYgKeBmcBIYK6IjOwgvh54FHjI1U1F5EbAd/svKqWUn4kOtwfUmMdsYJH1fhFwvYsyE4B8Y0yBMaYRWGzFtRtvjKk1xqzBmUTOIiLRwIPAY17WXSmlgkZMWAB1WwEpxpgSAOs12UWZAcChNsdF1jl348/1a+APQF1nK62UUsEmpodbHh2ubSUiK4FUFx894uY9xMU542bsuXW5CBhijPlXEclwo/w9wD0A6enpnbmlUkoFhJ4eMO8weRhjprb3mYiUikg/Y0yJiPQDylwUKwIGtjlOA4qt9+7Et3UpMF5E9lt1TxaRj40xV7VT94XAQoCcnJxOJSyllAoE0daAuTEGEVd/s3ctb7utlgLzrPfzgLddlNkEZItIpog4gDlWnLvxpxljnjXG9DfGZACXAXvbSxxKKdWbxITbOdVsaGhq6ZH7eZs8FgDTRCQPmGYdIyL9RWQZgDGmCbgfWA7sBpYYY3aeL966xn7gj8AdIlLUZoaWUkqpc7QuUdJTXVde7edhjKkEprg4XwzManO8DFjmbrz1WUYH994PjPaowkopFaROr29V30RidFi330+fMFdKqSAQHeZclr2nlijR5KGUUkGgdVn2ntrTQ5OHUkoFgbbdVj1Bk4dSSgWBmB7eilaTh1JKBYHTuwn20GwrTR5KKRUEok93W+mYh1JKKTeF2W047CE9thWtJg+llAoSMT24m6AmD6WUChI9ubKuJg+llAoSPbmyriYPpZQKEtHabaWUUspTMeGhnNDZVkoppTzRk1vRavJQSqkgoWMeSimlPNY628qY7t84VZOHUkoFiYSoMJpbDBU1jQCs2l3Kg0u+7JZxEE0eSikVJAYnRwNQUF4DwOcFlby3rYQoh1f7/rmkyUMppYLE4KQoAAoqagHIK6thcFI0thDp8ntp8lBKqSDRPzaC8NAQ9pU5Wx55pTVkp0R3y728Sh4iEi8iK0Qkz3qNa6fcDBHJFZF8EZnfUbyIJIjIahGpEZGnzrmWQ0QWisheEdkjIjd58x2UUipYhIQIWYnR7CuvoaahicPHTpKd7IfJA5gPrDLGZAOrrOOziIgNeBqYCYwE5orIyA7i64FHgYdc3PMRoMwYM9S63idefgellAoag5Oj2Vdee7r1kZ0S0y338TZ5zAYWWe8XAde7KDMByDfGFBhjGoHFVly78caYWmPMGpxJ5Fx3AU9Y5VqMMRVefgellAoag5OiOHS0ju2HjwP4bcsjxRhTAmC9JrsoMwA41Oa4yDrnbvxpItLXevtrEdkqIq+JSMp5yt8jIptFZHN5eblbX0gppQJZVlI0xsCKXaU4bCGkx0d2y306TB4islJEdrj4md1RbOslXJzr7BMsdiANWGuMGQesB37fXmFjzEJjTI4xJicpKamTt1RKqcDROuNq3b4KspKisNu6Z15Uh5N/jTFT2/tMREpFpJ8xpkRE+gFlLooVAQPbHKcBxdZ7d+LbqgTqgDet49eA73b0HZRSqrfISnR2U51qNt023gHed1stBeZZ7+cBb7soswnIFpFMEXEAc6w4d+NPM85n7t8BrrJOTQF2dbbySikVbCIcNgb0jQC6b7wDvE8eC4BpIpIHTLOOEZH+IrIMwBjTBNwPLAd2A0uMMTvPF29dYz/wR+AOESlqM0Prp8AvRGQbcBvwEy+/g1JKBZXWJ82HdtMzHuBGt9X5GGMqcf71f+75YmBWm+NlwDJ3463PMto5fwC4onM1Vkqp4Dc4KYpP95YzJLn7uq26fsETpZRSPjV9VCqHqurISOiemVagyUMppYLOJVkJXJKV0K330LWtlFJKeUyTh1JKKY9p8lBKKeUxTR5KKaU8pslDKaWUxzR5KKWU8pgmD6WUUh7T5KGUUspj4lxrMPiJSDlwwNf16CaxwHFfV+I8erJ+3XWvrriuN9foTKwnMZ6UTQR0E7be8+9ukDHma3ta9JrkEcxEZKEx5h5f16M9PVm/7rpXV1zXm2t0JtaTGA/LbjbG5HhSl2DU2//dabdVcHjH1xXoQE/Wr7vu1RXX9eYanYn1JMbf/xvyR/7+v1m31k9bHkopj2jLQ4G2PJRSnlvo6woo39OWh1JKKY9py0MppZTHNHkopZTymCYPpZRSHtOdBJVSnSYiUcAzQCPwsTHmZR9XSfUQbXkopc4iIs+LSJmI7Djn/AwRyRWRfBGZb52+Efg/Y8z3gG/1eGWVz2jyUEqd60VgRtsTImIDngZmAiOBuSIyEkgDDlnFmnuwjsrHNHkopc5ijPkUqDrn9AQg3xhTYIxpBBYDs4EinAkE9PdJr6L/Zyul3DGAMy0McCaNAcAbwE0i8iz+v1yH6kI6YK6Ucoe4OGeMMbXAnT1dGeV72vJQSrmjCBjY5jgNKPZRXZQf0OShlHLHJiBbRDJFxAHMAZb6uE7KhzR5KKXOIiKvAuuBYSJSJCLfNcY0AfcDy4HdwBJjzE5f1lP5li6MqJRSymPa8lBKKeUxTR5KKaU8pslDKaWUxzR5KKWU8pgmD6WUUh7T5KGUUspjmjyUUkp5TJOHUkopj2nyUEop5bH/D1mkue6m1zhoAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "semilogx(k,(pk[0] - pk_jax[0])/pk[0])" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "id": "703c8195", - "metadata": {}, - "outputs": [], - "source": [ - "import diffrax\n", - "from diffrax import diffeqsolve, ODETerm, Dopri5, LeapfrogMidpoint, PIDController\n", - "\n", - "cosmo = jc.Planck15()\n", - "\n", - "def f_diffrax(t, state, args):\n", - " return jnp.stack(f(state, t, cosmo),axis=0)\n", - "\n", - "term = ODETerm(f_diffrax)\n", - "solver = Dopri5()\n", - "stepsize_controller = PIDController(rtol=1e-5, atol=1e-5)" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "id": "d6921f17", - "metadata": {}, - "outputs": [], - "source": [ - "solution = diffeqsolve(term, solver, t0=0.1, t1=1., dt0=0.1,\n", - " y0=jnp.stack(init_state,axis=0), \n", - " stepsize_controller=stepsize_controller)" - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "id": "b3083d29", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Solution(t0=DeviceArray(0.1, dtype=float32), t1=DeviceArray(1., dtype=float32), ts=DeviceArray([1.], dtype=float32, weak_type=True), ys=DeviceArray([[[[ -2.628675 , 5.347485 , -1.5904427 ],\n", - " [ -2.5886178 , 5.4675574 , -1.8807749 ],\n", - " [ -2.6215632 , 5.6189113 , -1.9770483 ],\n", - " ...,\n", - " [ 97.6788 , 105.22156 , 96.64059 ],\n", - " [ 97.459785 , 105.74062 , 97.79143 ],\n", - " [ 97.26484 , 105.98253 , 98.37041 ]],\n", - "\n", - " [[ -1.7246462 , -0.27205068, 0.6488323 ],\n", - " [ -1.6212564 , -0.29098457, 0.29932806],\n", - " [ -1.4803871 , -0.176678 , -0.5965874 ],\n", - " ...,\n", - " [ -2.21784 , 2.4735427 , 1.3182787 ],\n", - " [ -2.3406084 , 2.282835 , 1.8463919 ],\n", - " [ -2.175532 , 0.7863351 , 1.1335845 ]]]], dtype=float32, weak_type=True), interpolation=None, stats={'compiled_num_steps': None, 'max_steps': 4096, 'num_accepted_steps': DeviceArray(19, dtype=int32, weak_type=True), 'num_rejected_steps': DeviceArray(4, dtype=int32, weak_type=True), 'num_steps': DeviceArray(23, dtype=int32, weak_type=True)}, result=DeviceArray(0, dtype=int32, weak_type=True), solver_state=None, controller_state=None, made_jump=None)" - ] - }, - "execution_count": 67, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "solution" - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "id": "65116b88", - "metadata": {}, - "outputs": [], - "source": [ - "resx = solution.ys[0,0]" - ] - }, - { - "cell_type": "code", - "execution_count": 69, - "id": "c6bd8cfd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 69, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "imshow(cic_paint(jnp.zeros(mesh_shape), resx).sum(axis=0),cmap='gist_stern'); colorbar()" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "id": "d7ce5401", - "metadata": {}, - "outputs": [], - "source": [ - "k, pk = power_spectrum(flowpm.cic_paint(tf.zeros([1]+mesh_shape), final_state[0]),\n", - " boxsize=array([100.,100.,100.]), \n", - " kmin=0.1,dk=2*np.pi/100.)\n", - "\n", - "k, pk_jax = power_spectrum(tf.convert_to_tensor(cic_paint(jnp.zeros(mesh_shape), resx).reshape([1,100,100,100])),\n", - " boxsize=array([100.,100.,100.]), \n", - " kmin=0.1,dk=2*np.pi/100.)" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "id": "28aafee9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 76, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "semilogx(k,(pk_jax[0] - pk[0])/pk[0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f2b58a54", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "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": "3.10.2" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/dev/job_pfft.sh b/dev/job_pfft.sh deleted file mode 100644 index a0b73c0..0000000 --- a/dev/job_pfft.sh +++ /dev/null @@ -1,14 +0,0 @@ -#!/bin/bash -#SBATCH -A m1727 -#SBATCH -C gpu -#SBATCH -q debug -#SBATCH -t 0:05:00 -#SBATCH -N 2 -#SBATCH --ntasks-per-node=4 -#SBATCH -c 32 -#SBATCH --gpus-per-task=1 -#SBATCH --gpu-bind=none - -module load python cudnn/8.2.0 nccl/2.11.4 cudatoolkit -export SLURM_CPU_BIND="cores" -srun python test_pfft.py