1295 lines
1.4 MiB
1295 lines
1.4 MiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import sympy as sp\n",
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"import qutip as qt\n",
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"import matplotlib.pyplot as plt\n",
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"from scipy import constants as const\n",
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"from scipy.optimize import minimize_scalar\n",
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"\n",
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"#add relative path to backend\n",
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"import sys\n",
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"sys.path.append('../../clean_diag/backend')\n",
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"\n",
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"import trap_units as si\n",
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"from boson_helpers import*"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"def solve_hub(J,U,Delta,mu,V,DeltaJ,tau,\n",
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" N_steps=1000, initial_occ=[1,1]):\n",
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" \"\"\"\n",
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" Solves and evolves (duration of tau) the Hubbard-Hamiltonian for the given\n",
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" parameters and ramping. Input parameters as angular frequencies and U,Delta\n",
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" as tuple of start and end value.\n",
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" \"\"\"\n",
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" # Maximum boson number per site (Hilbert space dimension d = Nmax+1)\n",
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" Nmax = initial_occ[0] + initial_occ[1]\n",
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" d = Nmax + 1\n",
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"\n",
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" # --- Define Operators ---\n",
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" # Single-site bosonic operators in the truncated Fock space\n",
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" a = qt.destroy(d)\n",
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" adag = a.dag()\n",
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" n_op = adag * a\n",
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"\n",
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" # --- Construct Hamiltonian ---\n",
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" # Hopping term: -J (a† ⊗ a + a ⊗ a†)\n",
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" H_hop = -J* (qt.tensor(adag, a) + qt.tensor(a, adag))\n",
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"\n",
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" # Interaction term: (U/2) * [n(n-1)] on each site\n",
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" # We subtract the identity appropriately to compute n(n-1)\n",
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" H_int = 0.5*(qt.tensor(n_op * (n_op - qt.qeye(d)), qt.qeye(d)) +\n",
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" qt.tensor(qt.qeye(d), n_op * (n_op - qt.qeye(d))))\n",
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" # Define the time-dependent function for the interaction\n",
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" def int_func(t, args):\n",
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" return args['U0']+ (args['U1']-args['U0'])* t/args['tau']\n",
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" int_args = {'U0': U[0], 'U1': U[1], 'tau': tau}\n",
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" \n",
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" # Chemical potential term (if desired)\n",
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" H_mu = -mu* (qt.tensor(n_op, qt.qeye(d)) + qt.tensor(qt.qeye(d), n_op))\n",
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"\n",
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" #tilt potential\n",
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" H_tilt = (1*qt.tensor(n_op, qt.qeye(d)) + 2*qt.tensor(qt.qeye(d), n_op))\n",
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" # Define the time-dependent function for the tilt\n",
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" def tilt_func(t, args):\n",
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" return args['D0']+ (args['D1']-args['D0'])* t/args['tau']\n",
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" tilt_args = {'D0': Delta[0], 'D1': Delta[1], 'tau': tau}\n",
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"\n",
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" #nearest neighbour interaction\n",
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" H_nni = V* qt.tensor(n_op, qt.qeye(d)) * qt.tensor(qt.qeye(d), n_op)\n",
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"\n",
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" #density induced tunneling\n",
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" H_dit = -DeltaJ* (qt.tensor(adag,a)* (qt.tensor(n_op,qt.qeye(d)) + qt.tensor(n_op,qt.qeye(d)) - 1) +\n",
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" qt.tensor(a,adag)* (qt.tensor(n_op,qt.qeye(d)) + qt.tensor(n_op,qt.qeye(d)) - 1))\n",
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"\n",
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"\n",
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" # Total Hamiltonian\n",
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" H_static = H_hop + H_mu + H_nni + H_dit\n",
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" H = [H_static, [H_int, int_func],[H_tilt, tilt_func]]\n",
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" \n",
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"\n",
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"\n",
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" # --- Define Initial State ---\n",
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" # The product Fock state |1,1> (one boson per site)\n",
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" psi0 = qt.tensor(qt.basis(d, initial_occ[0]), qt.basis(d, initial_occ[1]))\n",
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"\n",
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" # --- Time Evolution Setup ---\n",
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" tlist = np.linspace(0, tau, N_steps) # Evolve from time 0 to 5 in 101 steps\n",
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"\n",
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" # We want to monitor the number operator expectation values at each site.\n",
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" e_ops = [qt.tensor(n_op, qt.qeye(d)), qt.tensor(qt.qeye(d), n_op)]\n",
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"\n",
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" # Create an Options object with store_states=True\n",
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" #opts = qt.Options(store_states=True, nsteps=10000)\n",
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" opts = {\"store_states\": True, \"nsteps\": 10000}\n",
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"\n",
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" # Run the evolution and store the full state history\n",
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" result = qt.sesolve(H, psi0, tlist, e_ops=e_ops, options=opts,\n",
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" args=int_args | tilt_args)\n",
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" \n",
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" return tlist, result"
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]
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},
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{
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"attachments": {
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"image.png": {
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"
|
|
}
|
|
},
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Verify simulation with results from Kaufmann paper:\n",
|
|
"\n",
|
|
"Neglectable interactions and J=262Hz (left), J=348Hz (right)\n",
|
|
"\n",
|
|
""
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# --- Parameters ---\n",
|
|
"J = 2*np.pi* 262#Hz # Hopping amplitude\n",
|
|
"U = (0, 0) # On-site interaction strength\n",
|
|
"Delta = (0, 0) #tilt\n",
|
|
"\n",
|
|
"mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
"V = 0. # nearest neighbour interaction energy (due to DDI)\n",
|
|
"DeltaJ = 0. # density induced tunneling\n",
|
|
"\n",
|
|
"tau = 2*si.ms #time duration of simulation\n",
|
|
"N_steps = int(1e3) #number of timesteps\n",
|
|
"\n",
|
|
"tlist, result = solve_hub(J,U,Delta, mu,V,DeltaJ,tau,N_steps=N_steps)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1000x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"d=3\n",
|
|
"\n",
|
|
"# --- Extracting and Plotting State Vector Components ---\n",
|
|
"# Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
"states = np.array([state.full().flatten() for state in result.states])\n",
|
|
"# Compute probabilities: squared magnitude of each component\n",
|
|
"probs = np.abs(states)**2\n",
|
|
"\n",
|
|
"# Create labels for each basis state in the two-site Fock space\n",
|
|
"basis_labels = [f\"|{n0},{n1}>\" for n0 in range(d) for n1 in range(d)]\n",
|
|
"# Create a list of corresponding total particle numbers for each basis state\n",
|
|
"total_particles = [n0 + n1 for n0 in range(d) for n1 in range(d)]\n",
|
|
"\n",
|
|
"# Filter indices for basis states with exactly 2 particles\n",
|
|
"indices_2particles = [idx for idx, tot in enumerate(total_particles) if tot == 2]\n",
|
|
"labels_2particles = [basis_labels[idx] for idx in indices_2particles]\n",
|
|
"\n",
|
|
"# Plot the probability for each 2-particle basis state over time\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"for idx, label in zip(indices_2particles, labels_2particles):\n",
|
|
" plt.plot(tlist, probs[:, idx], label=label)\n",
|
|
"plt.xlabel('Time [s]')\n",
|
|
"plt.ylabel('Probability')\n",
|
|
"plt.title('Time Evolution of Basis States with 2 Particles')\n",
|
|
"plt.legend(loc=\"upper right\", bbox_to_anchor=(1.25, 1))\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# --- Parameters ---\n",
|
|
"J = 2*np.pi* 348#Hz # Hopping amplitude\n",
|
|
"U = (0, 0) # On-site interaction strength\n",
|
|
"Delta = (0, 0) #tilt\n",
|
|
"\n",
|
|
"mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
"V = 0. # nearest neighbour interaction energy (due to DDI)\n",
|
|
"DeltaJ = 0. # density induced tunneling\n",
|
|
"\n",
|
|
"tau = 1.7*si.ms #time duration of simulation\n",
|
|
"N_steps = int(1e3) #number of timesteps\n",
|
|
"\n",
|
|
"tlist, result = solve_hub(J,U,Delta, mu,V,DeltaJ,tau,N_steps=N_steps)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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936+t+Ph479+kX79+XHvttbz77rusWrWKf/3rX97jrrzySp577jmuv/56vvnmG3777TcWLFhAcnJyhfj/7//+j7vvvptPP/2UwYMHk5iYyIgRI1i7dm2VMbRt25bvvvuOlJQUbrnlFtq2bUvbtm159tlnq/UzxMTEMGLECJ5++mnmzJnDunXr6NSpE88//zwrVqw45uOr+7NVpSb/K++//z6jRo3i1Vdf5eSTTyYxMZGRI0eSk5Nz1HOcdtppgJkw//TTT5SWljJkyBBOO+00b6PNd999R//+/YmJiTlmzEfz59dpVFQUQLV+FwDFxcVccMEF/PTTT3z++eeceOKJ1T5327ZtWbBgAQsXLmT58uXs27ePd955xzuP/4477uCBBx5gxIgRfPHFF/z6668sWLCA7t27HzG+Y01zOJbc3FwcDgdpaWk1etyOHTvYt28fkZGRlV4TOTk53oaqur72RUSk/mnOtIgck2cO7OTJk6usxl2dpW6qo3Hjxpx//vm89dZbPProo7zxxhtER0dzxRVXeI/x3OBv3769UiXo7Ozso86Xjo6OBqhUFKyuCXhSUhK//vorhmFUSKh37txJWVlZnedwH36eI63Vm52dDeCz83h069YNgN9//x2AvLw8vvzySx566CHuuece73HFxcWVGlQaNGjAxIkTmThxIjt27PD2Up977rn88ccfVZ5zwIABDBgwAJfLxcKFC5k8eTLjxo0jNTWVyy+/vEbxt2zZkhtvvJFx48axYsWKo87XrcnPVpWa/K80adKESZMmMWnSJLKysvj888+555572LlzJzNmzKjyHM2bN6ddu3Z89913ZGRk0KdPHxISEhg6dCg333wzv/76K/Pnz69Q1dwKxcXFjBgxglmzZvHZZ59Vq67C4aKjo+nTp0+V3/fMTX/ssccq7N+1a1elpeyAOq9nnpycjMvlIicnp0aJeZMmTUhKSqryb3r4CBVfvvZFRMT/1DMtIsfUv39/EhISWLly5RF7lvv06ePtzfaFMWPGkJ2dzVdffcU777zDBRdcUOHmeMiQIYB5M324BQsWsGrVqqPetKemphIdHc3SpUsr7P/ss88qHVuTXrihQ4eyf/9+Pv300wr733rrLe/3fWHo0KGsXLmSxYsXVzqPzWZj8ODBPjmPR2ZmJlBendlms2EYhvd34/Hqq6/icrmqfJ7U1FRGjx7NFVdcwerVq6tVndjhcHDiiSfy/PPPA1T6mQ9XUFDA/v37j/g9z5BfT+99VX/XmvxsVT1Hbf9XWrZsya233srpp59+1J/T47TTTuOHH35g5syZnH766QC0a9eOli1b8uCDD1JaWurtwa5KTXuZa8LTI/3DDz/wv//9jzPOOMPn57DZbJX+VtOnT2fbtm3Vfo6a/A7OPPNMAF544YUaRAnnnHMOu3fvxuVyHfH18OdCaVCz176IiFhHPdMickxxcXFMnjyZUaNGsWfPHi6++GJSUlLIzc3l999/Jzc3t1o3mFlZWcyfP7/S/uTk5AoVdIcNG0bz5s25+eabycnJqTDEG6B9+/bceOONTJ48Gbvdzplnnumt5t2iRQtuv/32KmOw2WxcffXVvP7667Rt25bu3bvz22+/8e6771Y6tmvXrgA8++yzjBo1ioiICNq3b1+hJ8lj5MiRPP/884waNYpNmzbRtWtXfvrpJx577DHOOuusYyY21XX77bfz1ltvcfbZZ/Pwww/TqlUrpk+fzpQpU7jpppvqtBb0vn37vH+f0tJSVq1axWOPPUZUVJR3nmijRo049dRTefrpp2nSpAkZGRnMmTOH1157rVJv4Iknnsg555xDt27daNy4MatWreLtt9/m5JNPrrIy8YsvvsgPP/zA2WefTcuWLSkqKvJWjj7a73D16tWcccYZXH755QwcOJD09HT27t3L9OnTefnllxk0aBD9+vUDzOG0MTExTJs2jY4dOxIXF0fTpk1p2rRptX82z/z9l19+mYYNGxIdHU3r1q1JSkqq1v9KXl4egwcP5sorr6RDhw40bNiQBQsWMGPGDC688MJj/q2GDh3KlClT2LVrF5MmTaqw/4033qBx48YVlsU6koYNG9KqVStvr3FiYqL3566riy++mK+//pr77ruPpKSkCv/3jRo18sma1+eccw5Tp06lQ4cOdOvWjUWLFvH000/XaN3yo/0d/2zAgAFcc801PProo+zYsYNzzjmHqKgolixZQmxsLH/961+PeI7LL7+cadOmcdZZZ/G3v/2Nvn37EhERwdatW5k1axbnn38+F1xwQa1f+yIiYiErq5+JSO3Vppr3LbfcUmGfp7L1008/XWG/p/rthx9+WGH/nDlzjLPPPttITEw0IiIijGbNmhlnn312peP+7FjVvK+66qpKj7n33nsNwGjRooXhcrkqfd/lchlPPvmk0a5dOyMiIsJo0qSJcfXVVxtbtmw55u8iLy/PuP76643U1FSjQYMGxrnnnmts2rTpiJWNx48fbzRt2tSw2+0Vqv7+uWKvYRjG7t27jbFjxxrp6emG0+k0WrVqZYwfP94oKiqqcNyR/haGYVbUHjVq1JF/iYfZvHmzceWVVxpJSUlGRESE0b59e+Ppp5+u9HuqSzVvh8NhtGzZ0rj44ouNJUuWVDh269atxkUXXWQ0btzYaNiwoTF8+HBj+fLlleK/5557jD59+hiNGzc2oqKijDZt2hi33367sWvXLu8xf67m/csvvxgXXHCB0apVKyMqKspISkoyBg4cWKki95/t3bvXePTRR40hQ4YYzZo1MyIjI40GDRoYPXr0MB599FGjsLCwwvHvvfee0aFDByMiIqLC3726P5thmFXvW7dubTgcjkrVwY/1v1JUVGSMHTvW6Natm9GoUSMjJibGaN++vfHQQw8ZBw4cOMZfy/x57Xa70aBBA6OkpMS7f9q0aQZgXHjhhZUec6TX7HfffWf07NnTiIqKMgDvz+j5u+Tm5lY4/o033qiywv3hjvb//ucYjsRTzfto9u7da1x33XVGSkqKERsba5xyyinG3LlzK/2cVV3PPKr6Ox7p2uFyuYz//Oc/RpcuXYzIyEgjPj7eOPnkk40vvviiQux//hlLS0uNZ555xujevbsRHR1txMXFGR06dDD+8pe/GGvXrjUMo/avfRERsY7NMAzD7xm7iIiIiIiISAjRnGkRERERERGRGlIyLSIiIiIiIlJDSqZFREREREREakjJtIiIiIiIiEgNKZkWERERERERqSEl0yIiIiIiIiI15LQ6gPrmdrvJzs6mYcOG2Gw2q8MREREREQkphmFQUFBA06ZNsdvVdyehK+yS6ezsbFq0aGF1GCIiIiIiIW3Lli00b97c6jBE/CbskumGDRsC5j93o0aNLI5GRERERCS05Ofn06JFC+99t0ioCrtk2jO0u1GjRkqmRURERET8RFMqJdRpEoOIiIiIiIhIDSmZFhEREREREakhJdMiIiIiIiIiNRR2c6ZFRERERERCgcvlorS01OowQkZERAQOh6PaxyuZFhERERERCSKGYZCTk8O+ffusDiXkJCQkkJaWVq0CekqmRUREREREgognkU5JSSE2NlaV033AMAwKCwvZuXMnAOnp6cd8jJJpERERERGRIOFyubyJdFJSktXhhJSYmBgAdu7cSUpKyjGHfKsAmYiIiIiISJDwzJGOjY21OJLQ5Pm9VmcuupJpERERERGRIKOh3f5Rk9+rkmkRERERERGRGlIyLSIiIiIiIn43e/ZsMjIyrA7DZ5RMi4iIiIiISL3bu3cv11xzDfHx8cTHx3PNNdccdbmv0tJS7r77brp27UqDBg1o2rQpI0eOJDs7u/6CPoySaREREREREal3V155JZmZmcyYMYMZM2aQmZnJNddcU+XxhYWFLF68mAceeIDFixfz8ccfs2bNGs4777wKx2VlZfk7dEBLY4mIiIiIiEg9W7VqFTNmzGD+/PmceOKJALzyyiucfPLJrF69mvbt21d6THx8PDNnzqywb/LkyfTt25esrCxatmwJwKhRo8jNzWXUqFFcffXV1VozujbUMy0iIiIiIhKkDMOgsKTMkg/DMGod9y+//EJ8fLw3kQY46aSTiI+PZ968edV+nry8PGw2GwkJCd59H3zwATfeeCPvv/8+LVq04KyzzuL999+nqKio1vEeiXqmRUREREREgtTBUhedHvzGknOvfPgMYiNrl1Lm5OSQkpJSaX9KSgo5OTnVeo6ioiLuuecerrzySho1auTdn5yczG233cZtt93GqlWrePPNN7nzzjsZO3Ysl112GaNHj+akk06qVdyHs7Rn+scff+Tcc8+ladOm2Gw2Pv3002M+Zs6cOfTu3Zvo6GjatGnDiy++6P9ARURERERExKeOtKazYRjVWuu5tLSUyy+/HLfbzZQpU6o8rmPHjjzxxBNs3ryZ8ePH8/rrrzN8+PA6xe1hac/0gQMH6N69O2PGjOGiiy465vEbN27krLPO4oYbbuCdd97h559/5uabbyY5OblajxcREREREQklMREOVj58hmXnrq20tDR27NhRaX9ubi6pqalHfWxpaSmXXnopGzdu5IcffqjQK/1nW7ZsYdq0abz99tts3LiRSy65hDFjxtQ67sNZmkyfeeaZnHnmmdU+/sUXX6Rly5ZMmjQJMFsZFi5cyDPPPKNkWkREREREwo7NZqv1UGsrnXzyyeTl5fHbb7/Rt29fAH799Vfy8vLo169flY/zJNJr165l1qxZJCUlVTqmoKCA//3vf7z99tvMnj2bfv36cfvtt3PppZceNfGuqaD6rf/yyy8MGzaswr4zzjiD1157jdLSUiIiIio9pri4mOLiYu/X+fn5fo/zmDb9BD8/CzGJ0DgDWp0MrU4BR1D9OUQk0OzLgvU/wPbf4cAucEZDfHNo0RfaDIaIaKsjFJFgtn+neY3Zthj254DdCQ3ToVlvOP50iGpodYQiEkQ6duzI8OHDueGGG3jppZcAuPHGGznnnHOOWMkboKysjIsvvpjFixfz5Zdf4nK5vPOrExMTiYyMBGDEiBFs2LCBa665hpdffpm2bdv65WcIquwtJyenUpd/amoqZWVl7Nq164glzx9//HEmTpxYXyFWz+51sPbbivvi0uCksdD3LxAZa01cIhKctvwGsx83b3KrEh0PvcdA/79BbGL9xSYiwW/nHzD7MfhjOrjLjnyMMwZ6XAED/m424omIVMO0adO47bbbvB2m5513Hs8991yFYzIyMhg9ejQTJkxg69atfP755wD06NGjwnGzZs1i0KBBAEyZMoV27dpVa+51XQRVMg2VJ6l7yrFX9YsaP348d9xxh/fr/Px8WrRo4b8AqyNjAJz/vNlztHMlrPvObOH9bgIseM38XpuB1sYoIoGvKB9m3AOZ08r3tewHLU8ye4tcxbBrDaz7HvK3wc+TYPFbcPYz0EVTY0TkGMpKYNajMO85MFzmvvQekHEKxLcw9+3ZAOtnwZ71sPB1+P2/MPQh6Hsj2LUCq4gcXWJiIu+8806V3z948CA7duxg4EAzN8rIyKjWclxV9Wz7WlAl02lpaZXKpO/cuROn03nEsfIAUVFRREVF1Ud41ZfU1vzwKCuB5f+DWY9BXha8dR4Mvh9OvRP83JoiIkFq93p45yLYuxGwQc+rzWtG44zKx7rdsGYG/PCI2YD30bWw6Wc480lwVJ4eIyJCQQ68dzlkLzG/7nAODBoPaV0qH2sYsPln+OFRyPoFZtwNm+bCBS9q6LeI1MmcOXMYMmQIgwcPtjqUIwqqJsOTTz6ZmTNnVtj37bff0qdPnyPOlw4azkhzaNTNv0CvUea+WY/CF38zb4JFRA63dSG8drqZSMe3hGtnwPnPHTmRBrN3qMNZ8JcfYeDdgA0Wvgb/vRLKio/8GBEJX7vXwytDzUQ6pjFcNg0un3bkRBrMhv+MU2D0V3DWM+CIhD++hDfPhYP76jV0EQktw4cPZ/r06VaHUSVLk+n9+/eTmZlJZmYmYC59lZmZSVZWFmAO0R45cqT3+LFjx7J582buuOMOVq1axeuvv85rr73GnXfeaUX4vhcVB+f9H5zzH7DZYfGb8NWdZouviAiYN7dvnQ+Fu6FpT7jhe3NYd3U4ImDwvXDFe+b8xrXfwgejzNExIiJgFjJ88zzI3wpJx8ENP0DHc6r3WLsd+t4AY76G2CTzevX2CCXUIuKVkZHBuHHjrA7DZyxNphcuXEjPnj3p2bMnAHfccQc9e/bkwQcfBGD79u3exBqgdevWfPXVV8yePZsePXrwyCOP8H//93+htyxWn2thxIt4e4++D7ACaiJijT0bYNolULLfrL0w6kuIS6n587Q/E678r1nte83X8OlYNdqJCOzPNRvr8rdC0vFmUpzYpubP07wPjPzcXLUke4k5XFyNdiJC6CXTNqM6M7hDSH5+PvHx8eTl5fl0jTG/WPw2fH6ruX3Ra9D1YmvjERHrFOXBy4PNIj9pXc3hlNF1vIat+x7evdSsznvaBDjldp+EKiJByFVm9iJvmgsJLWHMDIhvVrfnzFkOb5wJxfnmagLnTvJFpBIEgup+OwgVFRWxceNGWrduTXS0lr30tZr8foNqznTY6XUN9B9nbn92K+QsszQcEbGIYcDnt5mJdHwLuOp/dU+kAY4bCmc+ZW5/NxHWzjz68SISur6faCbSEQ3gyg/rnkiDOcf6otcAGyx6w6z2LSISQpRMB7qhD0LbIVB20KzAW3rQ6ohEpL4tfA1Wfgp2J1wyFRqm+u65T7gOeo8GDPhkrDnMU0TCy5pvYN7/mdsjnoeUDr577nbD4LSHzO0Z4yF3te+eW0TEYkqmA53dYbbqxqWa68X+8KjVEYlIfdq1Dmbca26fNsGci+hrZz4FKZ2hcBd8OU7zp0XCycG95sgXgJNuhs4X+P4c/ccd6hgogk/+Aq5S359DRMQCSqaDQWwinHuoxfiX52HzPGvjEZH64XabS+S5iqHNIDj5Vv+cxxllrgdrjzCXs1n6vn/OIyKB5+t7YH+OWXBs6IP+OYfNBuc/D9EJZkGyuf/yz3lEROqZkulg0X449LwaMMyba1XFFAl9i9+EzT9BRCyc+6x5Q+ov6d1g0D3m9jf3mr1VIhLa1n4HS/9rLsc54gWIiPHfuRo1hbMPJdFz/2WuZS0iEuSUTAeTYf+E2CbmcO/fXrI6GhHxpwO7YOaheYZD7ofGGf4/Z/+/QXJHcw3rH/7p//OJiHXKSmDG3eb2iTdBixP8f84uF5nDvV0l8PXdmlIiEoZmz55NRkaG1WH4jJLpYBKTYM6ZBJj9BBTkWBmNiPjT7CegOM9cBuvEsfVzTkcEnHWouvfC12D70vo5r4jUv99egt3roEEyDLq7fs5ps8GZT5tTStbNhNVf1c95RSRg/fOf/6Rfv37ExsaSkJBQrcd8/PHHnHHGGTRp0gSbzUZmZqZfYzwaJdPBpsdV0Kw3lOyH7x+2OhoR8Yfc1eVLyJzxmFmIsL60PhU6XwiG26y8q54jkdCzfyfMftLcPm0CRMfX37mbHAf9/mpuf3u/ipGJhLmSkhIuueQSbrrppmo/5sCBA/Tv358nnniiymOysrJ8Ed4xOevlLOI7drtZeffVofD7e9DvNt8uYSEi1vv2ATBc0P5sM7mtb8MegT+mm/O1138Px51W/zGIiP/8+AyUFEDTntD9yvo//4C/w5K3Yc8G83Ofa+s/BpFQYhhQWmjNuSNi61TTZeLEiQBMnTq12o+55pprANi0aVOVx4waNYrc3FxGjRrF1VdfTXp6eq1jPBol08GoeR/ocI5ZdXfWP+Gyt62OSER8JWs+rP3GXFP6dItGn8Q3hxOuh/nPmyNg2gwxG/JEJPjt2wKL3jC3T5tgzf92VBycehd8/Q+zh7zb5RAZW/9xiISK0kJ4rKk15743GyIbWHPuo/jggw947733eOuttxg/fjzDhg1j1KhRnH/++URHR/vsPLo7ClZD7gdssOpz2LbY6mhExFdmP25+7nGlORzSKgPugMg42P47rPrMujhExLd+fMosAJYxwFxyzyq9R0NCS3NZLhVVFREfS05O5rbbbmPhwoUsW7aMbt26ceedd5Kens7YsWOZP3++T86jnulgldIRul9uDvWe/Thc9aHVEYlIXW3+BTbMNnulB9xpbSwNmpjrWs95wiyG1vF89U6LBLvd62HJNHN7yAPWxuKMgkH3wqdjYd5k6HtjQPZuiQSFiFizh9iqcwe4jh078sQTT/DYY4/xzDPPcP/99/Pf//6Xffv21fm5dWcUzAb+w1wbcu23kLPM6mhEpK5mP2Z+7nk1NG5lbSwAJ98MUY0g9w9Y87XV0YhIXf38rFmP4bjToOWJVkcDXS8xl/0r3A2L37I6GpHgZbOZjVFWfNRhvnR92bJlC0888QRdu3ZlwoQJXHLJJXz00Uc+eW4l08EssQ10vsDc/uk/1sYiInWzdRFs/PFQr/TfrY7GFB1vzp0GmPsvVfYWCWYFOeZoNrB+5IuHwwmn3G5u//x/5trXIiI+UFBQwNSpUxk6dCgZGRlMnz6d22+/nZycHKZNm8Zpp/mmuKqS6WDneRNa8Yk5fEtEgtO8/zM/d73EnEcYKE66GZzRsO1Qsi8iwWn+FHOudIsTodXJVkdTrvsV0DAdCrLLk30RCRtZWVlkZmaSlZWFy+UiMzOTzMxM9u/fX+Vj9uzZQ2ZmJitXrgRg9erVZGZmkpOT4z1mxIgRTJw4kf79+7NmzRrmzp3L9ddfT6NGjXwav5LpYJfWFY473VwTdt5kq6MRkdrYs9EsJgjmPOVAEpcMvUaa2z9PsjQUEamlg/tgwaG16z2N8IHCGVW+7vS8yeB2WxuPiNSrBx98kJ49e/LQQw+xf/9+evbsSc+ePVm4cKH3mIyMDCZMmOD9+vPPP6dnz56cffbZAFx++eX07NmTF1980XvMlClT2LBhAw8//DBt27b1W/xKpkPBKePMz0vfh4N7LQ1FRGph/gtmg1jboZDWxepoKjv5FsAG63+AXWutjkZEamrJO+a60skd4PgzrI6msl4jzfoMu9ea1xkRCRtTp07FMIxKH4MGDQLg4MGD7Nixg4EDB3ofM3r06CM+5vCEu3379tjqYT63kulQ0Ko/pHQ215jzVOkUkeBQlAdLDq0V3/82a2OpSuMMaH+muf3by5aGIiI15HbDglfN7RPHBmZV/qiGZuFFgF9fsDYWEQkoc+bMYciQIQwePNjqUI4oAK+oUmM2G/S9wdxe8IqGSIkEk9//azaEJXeE1gOPfbxVPNeYzHehKN/aWESk+tZ/D3s3QlQ8dLvU6miq1vdGwAbrvoPcNVZHIyIBYvjw4UyfPt3qMKqkZDpUdLvUrLy7dxOsm2l1NCJSHYYBC14zt0+4LrCXl2gzGJq0g5L9KhIkEkx+e8X83POqwF7HObE1tD/L3P7tJWtjERG/ycjIYNy4cVaH4TNKpkNFZAPoeY25/avehESCwqafYNdqiGgA3S6zOpqjs9kO9RxhDvXWCBiRwLdnA6z91tz2LHMXyE78i/n59/eh5IC1sYiIXyiZlsB1wvWYRYK+h13rrI5GRI5l4aFe6W6XQLRvl2rwi+6XQ2RD2L0ONsyyOhoROZYFrwGGWdwwyX/VbH0mYwA0bm0WS1vxidXRiIgck5LpUJLYGo4fZm4vecvaWETk6Ap2wKovzO0+11kbS3VFNYQeV5jbnqJpIhKYSovMKt5QPqok0Nnt5UvxLXrT2lhERKpByXSo6XVoqPfv/wVXmbWxiEjVlrwN7jJofgKkd7M6murzTCf5YzoU7rE2FhGp2uqvoGgfNGoGx59udTTV1+MqsDth62+wc5XV0YiIHJWS6VBz/BkQ2wT27zArYopI4DGM8h6jPtdaG0tNpXeDtG7gKoFlH1odjYhUJfPQUpndrwC7w9pYaqJhKrQbbm6rd1pEApyS6VDjjCwvZKRhmCKBacuv5lI1EQ2g0/lWR1NznvVgdY0RCUz52bD+B3O7x5XWxlIbvUaZn5f+1xyuLiISoJRMhyLPje6aGXBgl7WxiEhlme+anzudH9hL1VSl6yXgiIScZbD9d6ujEZE/+/2/YLih5cnBUXjsz44bCo2aw8G98MeXVkcjIj40e/ZsMjIyrA7DZ5RMh6LUTtC0pzkfc+n7VkcjIocrPVhepdZTzCvYxCZCh7PNbc9wdREJDIZRPsS7x1XWxlJbdkf59VH3MSIha9OmTVx33XW0bt2amJgY2rZty0MPPURJSclRH2cYBhMmTKBp06bExMQwaNAgVqxYUU9RV6RkOlR5h2FOM99YRSQw/DEdivMhviW0OsXqaGrPc41Z+gGUFVsbi4iU2/KbuXxdRCx0HmF1NLXX9VLz87rvNcpOJET98ccfuN1uXnrpJVasWMF//vMfXnzxRe69996jPu6pp57i3//+N8899xwLFiwgLS2N008/nYKCAu8xWVlZ/g4fUDIdurpcbA7D3LkCdljTUiMiR/D7f83P3S8zl4EJVm0GQ8N0s1rwuu+tjkZEPH73TCMZYS5nF6yS20F6DzBcWnNaJEQNHz6cN954g2HDhtGmTRvOO+887rzzTj7++OMqH2MYBpMmTeK+++7jwgsvpEuXLrz55psUFhby7rvveo8bNWoUXbp04emnn2b79u1++xmC+E5OjiomoXzN6eUfWRqKiBxSkAPrDyWe3S63Npa6sjug84Xmtq4xIoGhrARWfmZud7/M2lh8wVNQVUO9RY7KMAwKSwst+TB8PAI2Ly+PxMTEKr+/ceNGcnJyGDZsmHdfVFQUAwcOZN68ed59H3zwATfeeCPvv/8+LVq04KyzzuL999+nqMi3RQ2dPn02CSxdLjILdyz/Hwx9CGw2qyMSCW/LPzaLAjU/AZocZ3U0ddf1Ipj/PKz+GkoOBGcxNZFQsmG2WbSrQQpkDLA6mrrrchF8ex9sXQB7NkBiG6sjEglIB8sOcuK7J1py7l+v/JXYiFifPNf69euZPHky//rXv6o8JicnB4DU1NQK+1NTU9m8ebP36+TkZG677TZuu+02Vq1axZtvvsmdd97J2LFjueyyyxg9ejQnnXRSnWNWz3QoazccIuNgXxZsXWh1NCLiGarY9RJr4/CVpr2gcWsoLTQTahGx1vL/mZ87XxBca0tXpWEqtBlkbi/TCBiRUJadnc3w4cO55JJLuP766495vO1PnYSGYVTa59GxY0eeeOIJNm/ezPjx43n99dcZPny4T+JWz3Qoi4yF9mfBsg/MYZgtTrA6IpHwtW8LbP0NsEHH86yOxjdsNuh6Mfz4tHmj2/ViqyMSCV+lB80Ch2D26IaKrpeaa2YvfR9OvUuj7ESOIMYZw69X/mrZuesqOzubwYMHc/LJJ/Pyyy8f9di0tDTA7KFOT0/37t+5c2el3mqPLVu2MG3aNN5++202btzIJZdcwpgxY+ocN6hnOvR5bm5XfAJul7WxiISzlZ+an1v1h0bpRz00qHQ5dI1Z9x0U7rE2FpFwtnYmlBRAfAtzKkmo6HgOOGPMCuU7llsdjUhAstlsxEbEWvJRVW9wdW3bto1BgwbRq1cv3njjDezHKM7aunVr0tLSmDlzpndfSUkJc+bMoV+/ft59BQUFTJ06laFDh5KRkcH06dO5/fbbycnJYdq0aZx22ml1ittDPdOhrs1giE6A/Ttg09zy4VIiUr+WH6pMGcxL1RxJSgdI7WLe5K76AnqPsjoikfDkKQTY+YLgXingz6IawnFDzRowKz+DtK5WRyQiPpKdnc2gQYNo2bIlzzzzDLm5ud7veXqg/8xmszFu3Dgee+wxjj/+eI4//ngee+wxYmNjufLKK73HjRgxgg0bNnDNNdfw8ssv07ZtW7/8DEqmQ50zEjqdD4vfNOdSKZkWqX97NkL2YrDZzf/HUNP1YjOZXvGxkmkRKxQXwJpvzO1QnG7RaYSZTK/4FAbfp6HeIiHi22+/Zd26daxbt47mzZtX+N7hVcIzMjIYPXo0EyZMAOAf//gHBw8e5Oabb2bv3r2ceOKJfPvttzRsWL4c4JQpU2jXrl2de86PJYSaLqVKXQ4tX/PHdA31FrGCZ4h3xgCIS7E0FL/wNBBsnKuh3iJWWPMNlBVBYltI62Z1NL7X7gxwRMLutZD7h9XRiIiPjB49GsMwjvjhcfDgQXbs2MHAgQO9+2w2GxMmTGD79u0UFRUxZ84cunTpUuG527dv7/dEGpRMh4dW/SGmMRTuhqxfrI5GJPx4h3hfYG0c/pLYBlK7guGCNTOsjkYk/Kz6wvzc6fzQ7LWNbgRth5rbnnW0RSQszJkzhyFDhjB48GCrQzkiJdPhwBFhVvWG8jdcEakfezdBzlJziHeoVPE+ko7nmp91jRGpX6VFZvExMIt1hapOh66fSqZFwsrw4cOZPn261WFUScl0uOhw6A121Zdw2NAJEfGzP74yP7fqDw2SrI3FnzzJ9LrvoXi/tbGIhJMNs6D0ADRqZq79Hqranwl2J+xcCblrrI5GRGopIyODcePGWR2GzyiZDhdtB0NEA8jfCtlLrI5GJHx41n3tcLa1cfhbSkdzvqarGNbNPPbxIuIbq740P3c4JzSHeHvENC4vorpKvdMiwUrJtASniBg4/nRzW8MwRerHgd2QNc/c9ky1CFU2m4Z6i9Q3VxmsPjT6JZSHeHt4psroGiMiAULJdDjx3Oj+8aW1cYiEizUzwHCb66I2bmV1NP7nucas+cacxyki/pX1CxzcAzGJ0LKf1dH4X/szARts/x3ytlkdjYjlDE3d9Iua/F6VTIeT44eZS0vsWgO5q62ORiT0eYd4h0GPEZjzNRs2hZL9sHGO1dGIhD5P43j7M8HhtDaW+hCXAs1PMLe1coCEsYiICAAKCwstjiQ0eX6vnt/z0YTBlVe8ohtB64HmfMbVX0Fye6sjEgldJYWw/gdzO9TnS3vY7dDhLFjwKqz+2lwbVkT8wzDK50t7RoWEg/bDYetvZjJ9wnVWRyNiCYfDQUJCAjt37gQgNja2XtZUDnWGYVBYWMjOnTtJSEjA4XAc8zFKpsNN++FmMr3mGzjldqujEQld63+AsoOQ0BJSu1gdTf1pd6aZTK/5xrzZ15u7iH/sWGEWFXXGlBfmCgftz4LvH4YNc8yVA6LirI5IxBJpaWkA3oRafCchIcH7+z0WJdPh5vgzgL/Dll+hcA/EJlodkUho8hQFCvUKu3+WcQpExEJBNuQsg/RuVkckEprWfmN+bjPQLDIaLpI7QOMM2LvJXBYsnHrlRQ5js9lIT08nJSWF0tJSq8MJGREREdXqkfZQMh1uElqYvWQ7lsO676DbpVZHJBJ63G5Ye2h5qHAb6hwRDW0Gw+rpZu+0kmkR/1jzrfn5+GHWxlHfbDazd3r+FHM6iZJpCXMOh6NGyZ/4lgqQhSPPzb2Kd4j4R87vcGAnRMaFR4XdP/NeY762Ng6RUFW4x5w3DOGXTMOhqt6Y9zFul7WxiEhYUzIdjtoNNz+v+w5cGhYi4nOeXuk2g8AZaWkolvDc3G9bBPs1l0vE59Z9by67l9LZHHEWblqeDNHxULgbti6wOhoRCWNKpsNRs94QmwRFeebcaRHxrbWe4ZenWxuHVRqlQ3oPc9vzuxAR3/HMlw7Xa4wjAo47zdzWNUZELKRkOhzZHeU9RxrqLeJbB3bD1oXm9nFheqMLFYdhiojvuF3myDIIv5oMh/NcXz2/CxERCyiZDleeN+DVutEV8an1PwCGWegvvpnV0VjHc41ZPwvKiq2NRSSUbF0AB/dCdAI072t1NNY5bqj5efvvmk4iIpZRMh2u2g4BmwN2rzWXlxAR3wj3Id4ead2hQQqU7Nd0EhFfWnNoiPdxQ8ERxouyxKVAendze/0P1sYiImFLyXS4io6HFodatPUmJOIbhw+/DMcKu4ez26HtYHN73ffWxiISSrwNdmE8xNvDM29aQ71FxCJKpsNZ20NDpHSjK+Ib2xbDwT0QFR/ewy89PNcYNdiJ+EbeVtixHLCVJ5LhzJtMf68lskTEEkqmw1nbIebnjT+Cq8zaWERCwbpDS2IdNyS8h196eK4xOUs1p1HEFzyN3837QIMka2MJBM1PgKhGZiPm9kyroxGRMKRkOpw17QExjaE4H7YttDoakeDnHX4Z5kO8PeKSIa2bub1+lrWxiISCDYf+jzwNVeHOEQFtBprbGmUnIhZQMh3O7A5oc2hOo4ZhitTNgV2QvcTc9gxvlvKKu+t1oytSJ24XbJhtbiuZLqd50yJiISXT4c7zhqwWXZG62TjH/JzaBRqmWhtLIPFcY9b/AG63tbGIBLPtv5tLYkU2hGa9rY4mcHgaLz1LhomI1CMl0+HOc6ObvRgK91gbi0gw8wxjbjPI0jACTouTIKIBHMg9VDhJRGrFM8S79anm8GYxJbSA5A5guMt77kVE6omS6XAX3wySO5pvQp6eNRGpGcMov4nzTJ0QkzMSWg8wtzXUW6T2PA12bXWNqcQz1HuthnqLSP1SMi0a6i1SV3s2QN4WcERCq5OtjibwaBk+kbopOQBZ881tNdhV5rmP2TDbbNwUEaknSqbFXMYHzFZvvQmJ1Jxn+GWLEyGygbWxBCJPEbKs+VC839pYRILR5nngLoX4lpDU1upoAk/Lk83GzPytZuOmiEg9UTIt0Ko/OKLMN6Fda6yORiT4aL700SW2gYRWZjKw6SeroxEJPt4h3oPAZrM0lIAUGQvN+5rbmjctIvVIybRARAy06mdu601IpGbcLtg419zW8Msjs9nK53lu/NHaWESCkWf5Sl1jquZZb1r1X0SkHimZFpP3TUg3uiI1kr0EivMgOh6a9rA6msDV+lTzs64xIjWTvx1yVwE2jX45mtae+5i5WoZPROqNkmkxZRy60d001+xpE5HqWX/YcjV2h7WxBLKMQxW9dyyDA7utjUUkmHhGjDXtAbGJVkYS2Jr1gsg4OLjHvM6IiNQDJdNiSu8OUY2gKA9yllodjUjw0JJY1ROXAimdzO1Nc62NRSSYeAoc6hpzdI4IswYMwAYN9RaR+qFkWkwOZ/mbkIZhilRP8X7Y8qu5reGXx6ah3iI1YxiH1WQYaG0swUDzpkWknimZlnK60RWpmaxfzArVCS3NitVydLrGiNTMng1QkG0u++SpVi1V88yb3jwPykqsjUVEwoKSaSnnudHd/IvehESqwzNcOeNULVdTHa36g80Ou9dCfrbV0YgEPs81plkfc/knObqUThDbBEoLYesCq6MRkTCgZFrKpXSC2CQoPQDZi62ORiTwbfrZ/Nx6gLVxBIuYBLM+A5QPXRWRqnn+T3SNqR67XUO9RaReKZmWcnZ7ecVdDcMUObriAnNZLCivNyDHpqHeItVjGIeNflEyXW2eod4qQiYi9UDJtFSkG12R6sn6FQwXJLSChBZWRxM8vNeYOWayICJHtmst7N8BjihofoLV0QQPT8/0toVmkUgRET9SMi0VeVp0t/wKpQetjUUkkKnHqHZangx2J+Rtgb0brY5GJHBtOtSo3aIvRERbG0swaZwB8S3AXVa+2oKIiJ8omZaKktpCw6bgKtGbkMjRbPrJ/JxxirVxBJvIBuW9bBoBI1I17zVGDXY15pl6s/lna+MQkZCnZFoqstnKC51ovpHIkRXvL58vnaH50jWm6SQiR2cY5cm0io/VnOe6vEnJtIj4l5JpqczTCr55nrVxiASqLfMPmy/d0upogo+nN3/zPM2bFjmS3D/gQC44Y6BZb6ujCT6enulti6Ck0NpYRCSkKZmWyjIOexPSvGmRyjTEu26a9QF7BBRs17xpkSPxLInV8kRwRlkbSzBKbAMN08FdqvWmRcSvLE+mp0yZQuvWrYmOjqZ3797MnXv0tUenTZtG9+7diY2NJT09nTFjxrB79+56ijZMNG4NcWmH3oQWWh2NSOBRMl03kbHQrJe5vfkXa2MRCUSe4mOaL107NpvmTYtIvbA0mX7//fcZN24c9913H0uWLGHAgAGceeaZZGVlHfH4n376iZEjR3LdddexYsUKPvzwQxYsWMD1119fz5GHOJsNWvUztzXUW6Siw+dLa33p2tM1RuTI3O7yub5KpmtP86ZFpB5Ymkz/+9//5rrrruP666+nY8eOTJo0iRYtWvDCCy8c8fj58+eTkZHBbbfdRuvWrTnllFP4y1/+wsKF6j31Oc+NbpZudEUq2PKrueRKQkto3MrqaIKXeo1EjmzXGji4x5wv3bSn1dEEr1aHRg5tXQClRdbGIiIhy7JkuqSkhEWLFjFs2LAK+4cNG8a8eUdO4Pr168fWrVv56quvMAyDHTt28NFHH3H22WdXeZ7i4mLy8/MrfEg1eG50t/wGrlJrYxEJJFquxjda9AWb3ZwznZ9tdTQigcPTiN28DzgjrY0lmDU5HhqkgKvYrAEjIuIHliXTu3btwuVykZqaWmF/amoqOTk5R3xMv379mDZtGpdddhmRkZGkpaWRkJDA5MmTqzzP448/Tnx8vPejRYsWPv05QlZyB4hOgNJC2P671dGIBA5PMq0h3nUTHQ+pXcxtDfUWKeepI+AZISa1U2HKmkbAiIh/WF6AzGazVfjaMIxK+zxWrlzJbbfdxoMPPsiiRYuYMWMGGzduZOzYsVU+//jx48nLy/N+bNmyxafxhyy7XW9CIn9WcgCyF5vbKj5Wd96h3kqmRbyyDiXTLU+2No5Q4LlOexpBRUR8zLJkukmTJjgcjkq90Dt37qzUW+3x+OOP079/f+666y66devGGWecwZQpU3j99dfZvn37ER8TFRVFo0aNKnxINalAkEhFnvnS8Zov7RO6xohUtG8L5G0BmwOan2B1NMHv8ClrZSXWxiIiIcmyZDoyMpLevXszc+bMCvtnzpxJv35HHtpUWFiI3V4xZIfDAZg92uJj3iJkv5jVRUXCXdZ883Mr9Rj5hOcak7sKCvdYG4tIIPD0Sqd3h6g4a2MJBckdICYRyg6Wr8IgIuJDlg7zvuOOO3j11Vd5/fXXWbVqFbfffjtZWVneYdvjx49n5MiR3uPPPfdcPv74Y1544QU2bNjAzz//zG233Ubfvn1p2rSpVT9G6ErrDhENoCgPdq60OhoR62n4pW81aAJN2pvbWVpvWsQ7SkPzpX3j8ClrWp1ERPzAaeXJL7vsMnbv3s3DDz/M9u3b6dKlC1999RWtWpnDJ7dv315hzenRo0dTUFDAc889x9///ncSEhIYMmQITz75pFU/QmhzOM2KuxtmmW/waV2sjkjEOq5S2HpoGb6WJ1kbSyhp1Q92rTavMR2qXplBJCx4G+x0jfGZlifDH19C1q9WRyIiIchmhNn46Pz8fOLj48nLy9P86eqY8zTMehQ6jYBL37Q6GhHrbFsErwwxq9z/Y6PZ4yF1t/RD+Ph6cz3dG2dbHY2IdQr3wFOtze271psjN6Tuti6EV4dCTGO4a4Ou3fVE99sSLnRFkaM7fN50eLW7iFTk6dVoeZJuxnzJM/98++9QXGBtLCJW8tRkaNJOibQvpXUDZwwc3Au711odjYiEGN0RytE16w2OSNi/A/ZssDoaEeto+KV/xDeHhJZguM1q6SLhyjOnVzUZfMsZad7LgGoziIjPKZmWo4uILn8T0nrTEq4Mo7zXqIWSaZ/TetMisPlQoqfiY77naQTVvGkR8TEl03JsWgtWwt2eDXBgpzlKo2lPq6MJPZ6euM3qNZIwVXIAtmea2+qZ9j1PMr1lvrVxiEjIUTItx+Z5Y9cQTAlXntd+017maA3xLc+NbvZis2q6SLjZuhDcZdComTntQXyr+QmAzWwY3b/T6mhEJIQomZZja97H/LxnA+zPtTYWEStovrR/JR1vVtotK4LtS62ORqT+Hb6Gvc1mbSyhKCYBUjqZ21nqnRYR31EyLccW0xiSO5jbW3+zNhYRK3huvpRM+4fdDs37mtsaASPhyDONqpWGePuNd960kmkR8R0l01I9LU40P+tGV8LNgV2wa4257fk/EN9roWRawpSrzBzmDZov7U+aNy0ifqBkWqrHm0yrZ1rCjCe5S+4AsYnWxhLKDm+w05r2Ek52roDSAxAVD8kdrY4mdHmS6e2/Q0mhtbGISMhQMi3V47nR3bYYykqsjUWkPmmId/1o1htsDijYDnlbrY5GpP54Gqmb9zGnPIh/xLeAhk3NQm/bFlkdjYiECF21pXqS2kJsEriKzVZdkXCh9aXrR2QspHcztzXUW8KJJ5n2THUQ/7DZNG9aRHxOybRUj82medMSfkoPQvYSc1s90/6na4yEI8/rvfkJ1sYRDjRvWkR8TMm0VJ8KBEm42bYY3KUQlwaNM6yOJvTpGiPhpmAH7NsM2MqXoRT/8SbTv4HbZW0sIhISlExL9alAkISbrYcNv9Tar/7nGUqfsxyK91sbi0h98FxjUjpCdLy1sYSDlM4QGQfF+bBzldXRiEgIUDIt1de0J9idsH8H7MuyOhoR//MsV6O5jPUjvhk0ag6GSwWCJDxovnT9cjjLh9NrqLeI+ICSaam+iBhI725ua4ksCXWGAVsXmNuay1h/vEO9dY2RMOCt5K1kut54rjGexlIRkTpQMi014xmGqTmNEur2ZZmjMOzO8kYk8T8VIZNwUVZSXuDQ87oX//M0jnoaS0VE6kDJtNSMt9dIw6MkxHlutNK6maMypH60PJRUbP0N3G5rYxHxp5yl5nKTMYnm8pNSP5r1Nj/vXgeFe6yNRUSCnpJpqRlP6/mOFVBcYG0sIv6kId7WSO0CEbFQlAe71lgdjYj/bFGBQ0vEJkLS8ea2hnqLSB0pmZaaaZQO8S3BcKtAkIQ2JdPWcESU9xxpBIyEMq0vbR0N9RYRH1EyLTXnGYapAkESqkqLYPtSc7uFbnTrnYqQSTjwJHKaL13/PNf1rbrGiEjdKJmWmmuuG10Jcdt/B3cpNEiGhFZWRxN+PNcY9RpJqMrbCvnbwOaAZr2sjib8eHumF4HbZW0sIhLUlExLzTXvY37ettBcPkgk1HiHeGsuoyU815hda+DgPktDEfELT2N0WheIbGBtLOEouSNENICSAshdbXU0IhLElExLzaV2AUcUHNwLezZYHY2I73mG/nmSOqlfDZpA4wxzO3uxpaGI+MXhDXZS/xzO8hEBGgEjInWgZFpqzhlZvu6uKmFKKPK8rlUYyDrNDjVk6BojochTfEzzpa2jImQi4gNKpqV2Dh/qLRJK8rYdmsto11xGKzVXMi0hSgUOA0ML1WYQkbpTMi2141m6Rje6Emo8N1apnTWX0UqeXiPVZpBQk7PMLHAY20QFDq3kGf2S+4dqM4hIrSmZltrx3OjmLDNb2UVChdaXDgxpXcERCYW7Ye9Gq6MR8R3PiK7mfVTg0EpxyarNICJ1pmRaaiehpblskLsUcpZaHY2I76gwUGBwRpkJNZjL14iECs+IrmYqcGg571KfGuotIrWjZFpqx2ZTgSAJPWUlkJ1pbqtn2nrNVJtBQtC2Q41DqslgPRUhE5E6UjIttdf80Lxp3ehKqMhZBq5iiGkMSW2tjka8N7q6xkiIOHDYtAVP7RGxjrfQ4QJwu62NRUSCkpJpqT31TEuoOXy+tOYyWs/TYJezFMqKrY1FxBc8vdJJx0NMgqWhCOZUEmc0FO2DPeutjkZEgpCSaam9Zr0AG+zbDPtzrY5GpO5UfCywNG4NsUngKjFHDYgEO+8Qb/VKBwRHBDTtaW5rqLeI1IKSaam96HhIbm9ua6i3hIKtv5mflUwHBtVmkFBzeCVvCQyeho1tKnQoIjWnZFrqRje6Eir258K+LHNbhYECR3MVIZMQYRjqmQ5ESqZFpA6UTEvdqAiZhArPOqNN2pmjLiQweG50NQRTgt2eDXBwLziiILWL1dGIh+cak7NctRlEpMaUTEvdeJeuWaxKmBLcth1KptVjFFg8f4+9m+DALktDEakTT89nejdwRlobi5RLaAmxTcBdaibUIiI1oGRa6ialE0TEQnE+7FpjdTQitee50W2qId4BJSbBHC0AGoYpwc0zHaqZ5ksHFJutfGqPrjEiUkNKpqVuHM7ySpga6i3BSnMZA1uzw9aCFQlWKj4WuDRvWkRqScm01J13TqOSaQlS+zbDwT1gj4A0zWUMOM11jZEgV1ZcvrybChwGHiXTIlJLSqal7lRtV4Kd5wYqrQs4o6yNRSrzLFWm2gwSrHKWm+ulxyaZ66dLYPFM79m9Fg7uszQUEQkuSqal7jxDMHesgJID1sYiUhue4mOaLx2YUjqDMwaK82D3OqujEak5T2Nzs97mHF0JLA2SoHGGuZ29xNJQRCS4KJmWuotvBg3TwXBDdqbV0YjUnCp5BzaHE5r2MLc1AkaC0dbDkmkJTBrqLSK1oGRafMPzJuRZq1ckWLjKYHumua25jIHLM2pgm64xEoS8BQ5VfCxgee9j1DMtItWnZFp8w1vRWze6EmR2rYbSQoiMK1+CSQKPp6FDDXYSbAr3wJ715rYa7AKXeqZFpBaUTItveG901aIrQcY7X7on2B3WxiJV8zTY5SyHshJrYxGpCc81JrEtxCZaG4tULa0b2BxQsB3ys62ORkSChJJp8Q3Pje7ejWYrvEiw8PRCeF7DEpgS20B0PLiKYedKq6MRqT6tYR8cImMhpZO5rd5pEakmJdPiGzGNzZtdUO+0BBfd6AYHm628wUNDvSWYZKvAYdDwjLJTMi0i1aRkWnxHN7oSbEoPlvdyai5j4FMRMgk2hnHYagG6xgQ8zZsWkRpSMi2+47nR1fJYEixyloG7DBokQ3wLq6ORY2mma4wEmfxsOLDTnIub2sXqaORYvMn0EnC7rY1FRIKCkmnxnWbqNZIg4y0+1sscRiyBzdNgt3MllBRaG4tIdXimPaV0MufkSmBL7gARsVBSALvXWh2NiAQBJdPiO2ndwGaHgmwoyLE6GpFj03zp4NKoKcSlguEyRxWIBDrPtKemPSwNQ6rJ4YT0Hua2OgZEpBqUTIvvRMVBk/bmtt6EJBhkay5jUFERMgk2np5prRYQPFSETERqQMm0+JbWm5ZgcXAf7F5nbjdVMh00muoaI0HCMMpfp2qwCx4qQiYiNaBkWnxLvUYSLDw3uY0zoEGSpaFIDag2gwSLfZvh4F5wRJavXyyBz3ONyVkGZcXWxiIiAU/JtPjW4Te6hmFtLCJH4+l1UK90cPH8vXavhaI8a2MRORpPg09qZ3BGWRuLVF9CK4hJBHcp7FhhdTQiEuCUTItvpXYBewQc3AP7sqyORqRq3rVfVXwsqDRIgoSW5raWyJJApvnSwalCbQZNJxGRo1MyLb7ljDJb4UFDvSWwqfhY8NJ0EgkG3mRa15ig46m+vj3TyihEJAgomRbf05xGCXT52VCw3VzKLb271dFITakImQQ6txu2/25uq2c6+KhnWkSqScm0+J5udCXQeRp6kjtCZANrY5Ga8zbY6RojAWrPeijOB2c0JHewOhqpKU8yvXMVlB60NhYRCWhKpsX3vC26mWbrvEig8fYY9bA0DKml9B6ADfKy4MAuq6MRqczTmJzWDRxOa2ORmmvUDBokg7tMRchE5KiUTIvvJXcAZwyUFJSv4ysSSDzJdHoPS8OQWopuBE2ON7c1nUQCkdaXDm42W/n7g0bZichRKJkW33M4y+ehqkCQBCJPURnNlw5emtMogczTyKP50sHr8FF2IiJVUDIt/tFM86YlQBXkwP4dZvGxtC5WRyO15a3NoAY7CTCuMshZam4rmQ5earATkWpQMi3+4XkT0hBMCTSeXoYm7VR8LJgdvmqAYVgbi8jhdq2B0kKIjIOk462ORmrLcx+TuwpKCq2NRUQClpJp8Q9Pr1HOUnCVWhuLyOE0Xzo0pHUFuxMO7IT8bVZHI1LO05OZ3gPsus0KWo3SIS4VDDfsWG51NCISoHSVF/9IbANR8VBWZC4tIRIovMm05ksHtYgYSOlobmsYpgQSz9QDrRYQ/DTUW0SOQcm0+IfdXn4joTchCSQqPhY6mh421FskUHje8zRfOvgpmRaRY1AyLf7TTAWCJMDszy0fEpzezdpYpO50oyuBpqwEcg4NCdayWMHPuzxWppVRiEgAUzIt/qM3IQk0niHeScdBVENrY5G684x+2Z6pImQSGHauBFcxRMdD49ZWRyN15bnG7FoNxfstDUVEApOSafEfz5vQzpVma72I1bxDvHtYGYX4SkonsEfAwb2wL8vqaEQqDvG22ayNRequYRo0bGoWIctZZnU0IhKAlEyL/yS0gugEcJWYCbWI1VR8LLQ4oyC1k7ntaSgRsZLmS4ceTScRkaNQMi3+Y7NVHIYpYjUVHws9mk4igcSbTGu+dMjQfYyIHIWSafEv3ehKoCjcUz4UWMl06PDe6P5uaRgilBaVj8JSz3ToUM+0iByFkmnxL0/SohZdsZon2WqcATEJVkYivnT4NUZFyMRKO5aDuwxim0B8c6ujEV/xdArsWgtF+ZaGIiKBR8m0+Jen12jHCnCVWhqKhDnvfOkeloYhPpbSGexOKNwNeVutjkbCmYqPhaa4ZGjUHDAgZ6nV0YhIgFEyLf7VuLW5RIirBHausjoaCWeaLx2aIqIhpaO5rREwYiUVHwtdno4BTVkTkT9RMi3+ZbNpqLcEBk/PtOemSEKHajNIINA1JnRp3rSIVEHJtPifbnTFakV5sGeDuZ2mnumQo2q7YrXSg+WjrzSVJPQomRaRKiiZFv/Tja5YbfuheW7xLaBBkrWxiO+le250M1WETKyxYyUYLrP4WKOmVkcjvuZJpvesNxtnRUQOUTIt/udppc9ZriJkYg1v8TH1Soek1E5gc0DhLsjfZnU0Eo4Or8mg4mOhJzYRElqa21qGT0QOY3kyPWXKFFq3bk10dDS9e/dm7ty5Rz2+uLiY++67j1atWhEVFUXbtm15/fXX6ylaqZXGrSGqEbiKIfcPq6ORcOS90e1hZRTiLxExhxUh042uWEDzpUOfhnqLyBFYmky///77jBs3jvvuu48lS5YwYMAAzjzzTLKysqp8zKWXXsr333/Pa6+9xurVq3nvvffo0KFDPUYtNWa3H1aETDe6YgHd6IY+1WYQK2m1gNDnvcYomRaRcpYm0//+97+57rrruP766+nYsSOTJk2iRYsWvPDCC0c8fsaMGcyZM4evvvqK0047jYyMDPr27Uu/fv3qOXKpMc8Nhm50pb4V74dda81t3eiGLtVmEKuUlZhzpkHXmFDW9LDaDCIih1iWTJeUlLBo0SKGDRtWYf+wYcOYN2/eER/z+eef06dPH5566imaNWtGu3btuPPOOzl48GCV5ykuLiY/P7/Ch1jA8yakG12pbznLAAMapkNcitXRiL8c3jOtImRSn3JXgbsUohMgoZXV0Yi/eBrs9m6Eg3stDUVEAodlyfSuXbtwuVykpqZW2J+amkpOTs4RH7NhwwZ++uknli9fzieffMKkSZP46KOPuOWWW6o8z+OPP058fLz3o0WLFj79OaSaPK31OcvBVWZtLBJevMXHelgahvhZWhezCNmBnVCw3epoJJx4eipVfCy0xTQubyzxrBAhImHP8gJktj+98RiGUWmfh9vtxmazMW3aNPr27ctZZ53Fv//9b6ZOnVpl7/T48ePJy8vzfmzZssXnP4NUQ2JbiGwIZQdh12qro5FwormM4SEiBpIP1c/QMEypT1otIHyo/ouI/IllyXSTJk1wOByVeqF37txZqbfaIz09nWbNmhEfH+/d17FjRwzDYOvWrUd8TFRUFI0aNarwIRaw2yG9m7mtG12pTyo+Fj68N7qZloYhYUbJdPjw1mZQMi0iJsuS6cjISHr37s3MmTMr7J85c2aVBcX69+9PdnY2+/fv9+5bs2YNdrud5s2b+zVe8QHPMFvd6Ep9KSksX45NN7qhTze6Ut9cZbBjubntqQ0ioUs90yLyJ5YO877jjjt49dVXef3111m1ahW33347WVlZjB07FjCHaI8cOdJ7/JVXXklSUhJjxoxh5cqV/Pjjj9x1111ce+21xMTEWPVjSHV5bnTVMy31ZccKMNzQIMUsQCahTctjSX3btRrKisxpTI1bWx2N+FvaoWR69zooLrA2FhEJCE4rT37ZZZexe/duHn74YbZv306XLl346quvaNXKLPCwffv2CmtOx8XFMXPmTP7617/Sp08fkpKSuPTSS3n00Uet+hGkJjw3ujnLwO0Cu8PScCQMHD5fWoWBQl9aV7DZYX8OFORAwzSrI5JQ5x3i3c2cziShLS4ZGjWD/G1mQdVWJ1sdkYhYzNJkGuDmm2/m5ptvPuL3pk6dWmlfhw4dKg0NlyCR1BYiGkDpAdi1BlI6Wh2RhDoVHwsvkbHQpL25VFF2JrQfbnVEEuq0WkD4Se9uJtPbM5VMi4j11bwljNgdKkIm9UvFx8KPd950ppVRSLg4fFksCQ+aNy0ih1EyLfVLRcikvpQVw85V5rZudMOH52+tBjvxN7fLnLYEusaEEyXTInIYJdNSv1SETOrLjhXgLoOYRIhvYXU0Ul/UYCf1Zfd6c9pSRCw0Od7qaKS+eK4xuX+YK0aISFhTMi31y1uEbKnZqi/iL4ev/ariY+EjrStgg4LtULDD6mgklHmuMWldVVAznDRMM1eIMNywc6XV0YiIxZRMS/1qcrzZil9aCLvWWh2NhDIVHwtPUXHQpJ25rWGY4k+6xoQnm+2wod6ZloYiItZTMi31y+441HOEbnTFv1R8LHypCJnUh8NHv0h40bxpETmkVsn01KlTKSzUPBGpJc1pFH8rKzHnTINudMOR5xqj2gziL263lsUKZ0qmReSQWiXT48ePJy0tjeuuu4558+b5OiYJdSpCJv6W+we4SiAqHhq3tjoaqW/qmRZ/27cJivPBEQXJ7a2ORuqbJ5nesdJcOUJEwlatkumtW7fyzjvvsHfvXgYPHkyHDh148sknycnJ8XV8EooqFCFzWxqKhChvj1E3FR8LR54iZPnbYH+u1dFIKPI0Bqd2BkeEpaGIBRJaQnQCuEvLl2AUkbBUq2Ta4XBw3nnn8fHHH7NlyxZuvPFGpk2bRsuWLTnvvPP47LPPcCtJkqo0aQfOGCjZD7vXWR2NhCJPj6TmS4enqIaQdJy5rd5p8QfNlw5vNtthI2A01FsknNW5AFlKSgr9+/fn5JNPxm63s2zZMkaPHk3btm2ZPXu2D0KUkONwHlaELNPSUCREaS6jaKi3+JMKHIrmTYsIdUimd+zYwTPPPEPnzp0ZNGgQ+fn5fPnll2zcuJHs7GwuvPBCRo0a5ctYJZToTUj8xVUGOcvNbfUahS9voUNdY8THDEPLYonuY0QEAGdtHnTuuefyzTff0K5dO2644QZGjhxJYmKi9/sxMTH8/e9/5z//+Y/PApUQozch8Zdda6DsIETGQWJbq6MRq3iuMdm6xoiP5W2Bg3vBHgEpnayORqziabDbsdxsxHXU6pZaRIJcrf7zU1JSmDNnDieffHKVx6Snp7Nx48ZaByYh7vC5Rm432LXkufiIp4EmrZteV+EsvZv5OS8LCvdAbOLRjxepLs81JqUjOKOsjUWs07g1RDaEkgKzETdVDSsi4ahWd5oDBw6kV69elfaXlJTw1ltvAWCz2WjVqlXdopPQldzBXFKkOB/2qtFFfEjFxwQgOh4S25jbGgEjvqTiYwJmY62n0U61GUTCVq2S6TFjxpCXl1dpf0FBAWPGjKlzUBIGHBHmkiKgG13xLd3oiod3OkmmpWFIiPEsi6VrjGjKmkjYq1UybRgGtiOs3bp161bi4+PrHJSECb0Jia+5XbB9qbmtG11RETLxtQrFx3pYGYkEAl1jRMJejeZM9+zZE5vNhs1mY+jQoTid5Q93uVxs3LiR4cOH+zxICVHqNRJf270eSg+Y65g3aWd1NGI1bxGyTEvDkBBSkAMHcsHmgLQuVkcjVvPexyxV/ReRMFWjZHrEiBEAZGZmcsYZZxAXF+f9XmRkJBkZGVx00UU+DVBC2OFFyAwDjjDaQaRGvMXHuoLdYW0sYj3Pje7ejXBwH8QkWBmNhAJP429ye4iIsTQUCQBNjjcbb0sPwJ715tciElZqlEw/9NBDAGRkZHDZZZcRHR3tl6AkTKR0ArvTXGIkbwsktLQ6Igl2Kj4mh4tNNK8r+7IgZxm0HmB1RBLsVJNBDmd3mI23W38zXxtKpkXCTq3Go4waNUqJtNSdM8pcWgQ0DFN8Qze68meaTiK+5L3G9LA0DAkgusaIhLVqJ9OJiYns2rULgMaNG5OYmFjlh0i1qXiH+IrbrRtdqUzXGPElNdjJn6mYqkhYq/Yw7//85z80bNjQu32kat4iNZbeHZa8rTchqbu9G811yx1R5nxGEShPpjX6Repqfy7kbwNs5tBeEaiYTKv+i0jYqXYyPWrUKO/26NGj/RGLhCNvr1Gm3oSkbjwNMqmdzXXMRaD8Rnf3OigugKiG1sYjwctzjWlyPETFHf1YCR/JHcARCUV5sHcTJLa2OiIRqUfVTqbz8/Or/aSNGjWqVTAShtK6mEuMHMiFgu3QqKnVEUmwUvExOZK4ZGjUzOxRzFkOrU62OiIJVt71pTXEWw7jjDQbcbOXmA0uSqZFwkq1k+mEhIRjDu02DAObzYbL5apzYBImImLMIbk7V5rDMJVMS21pLqNUJb27mUxvz1QyLbWnZFqqkt69PJnuPMLqaESkHlU7mZ41a5Y/45Bwlt7dTKa3/w4dzrI6GglGhlE+J1bFx+TP0nvA6q9Um0HqRg12UhUVIRMJW9VOpgcOHOjPOCScpfeA39/Tm5DU3r4sKNoH9ojy5dZEPDw3uipCJrVVuMe8zgCkdbM2Fgk8KkImEraqnUwvXbqULl26YLfbWbp06VGP7dZNbzRSA1qjUerK89pJ6WiuXy5yOM81ZtdqKCmEyFhr45Hgk3Povqdxa4hJsDQUCUApnc36L4W7ID8b4ptZHZGI1JNqJ9M9evQgJyeHlJQUevTogc1mwzCMSsdpzrTUWFpXwGYWICvYAQ1TrY5Igo1nVIOKj8mRNEqHuFTYvwN2rIAWJ1gdkQQb7zQSDfGWI4iINhtzdyw3G3eVTIuEjWon0xs3biQ5Odm7LeIzUXHmUiO71pit/w1PtzoiCTaayyjHkt4d1n5r3ugqmZaaUoOdHEt690PJ9O/Q4WyroxGRelLtZLpVq1ZH3BbxifTuZjKdnQnHK5mWGqhQfKynpaFIAEvvUZ5Mi9SUGuzkWNJ7QOY01X8RCTPVTqb/bPXq1UyePJlVq1Zhs9no0KEDf/3rX2nfvr0v45Nwkd4dln2oG12pufxsc56azQGpnayORgKVtwiZbnSlhoryYc96cztNybRUQRW9RcKSvTYP+uijj+jSpQuLFi2ie/fudOvWjcWLF9OlSxc+/PBDX8co4cCznNH2oxe3E6nE0wCT3MFct1zkSDw3urmroLTI2lgkuHiKj8W3gAZJ1sYigSutCxXqv4hIWKhVz/Q//vEPxo8fz8MPP1xh/0MPPcTdd9/NJZdc4pPgJIykdTU/52WZS5DEJlobjwQPzWWU6ohvDrFJULjbXNe+WS+rI5JgoSHeUh2RDaBJO3PVANV/EQkbteqZzsnJYeTIkZX2X3311eTk5NQ5KAlDMQnmkiOgod5SM7rRleqw2bQMn9SOrjFSXbrGiISdWiXTgwYNYu7cuZX2//TTTwwYMKDOQUmY8vQsar6R1IS3+FgPK6OQYOCdTqJrjNSAN5nuYWkYEgS8tRkyLQ1DROpPtYd5f/75597t8847j7vvvptFixZx0kknATB//nw+/PBDJk6c6PsoJTykd4cVn+hNSKqvIAf254DNfmi+mshR6EZXaqrkgLnSBKhnWo7N2zOt+i8i4aLayfSIESMq7ZsyZQpTpkypsO+WW25h7NixdQ5MwpAqYXq53W5+z9nMT5uXsn7fVgqKCyhxldIwMo7k2ER6pXdgYOsuJMQ0sDpUa3leK03amfPVRI7Gc43ZuRLKSsAZaW08Fludm83sjZms2bOZfUX5lLhKaBAZS2J0At1T2zGwdRfSGja2Okxr7VgBhhvi0qBhqtXRSKBL72Z+Vv0XkbBR7WTa7Xb7Mw6R8iF0ezfCwX3mPOowUuZy8dqib/h83TdsKVqM4dh35AP3wMdbwfjVQUPa0Tu5P3f0u5w2iWF4o6e5jFITjTMgOh6K8iD3j/Ib3zDhdrv5cPnPvL/yS9YfWIDbmVvlsV9kwyOLbcS4W9M18ST+2vdyejZtXY/RBghdY6QmouMhsQ3s2WC+dtoOtjoiEfGzWq8zLeJzsYkQ39Js0c1ZCq1PtTqiepFXVMh9373C3B2f4HbuNnc6wDDsRLjSaORMI9bZCIfNQbHrIPlluyg0tmFzHGA/q5izexWzP3+DVMcJjD/5Vk47Loxu+nSjKzXhKUK28UezQFCYJNNFpSU8Omca0ze/T5lzm7nTCYZhw+lKpqGzKQ0cjXDaIyhxFVFQtocDRjY48ihybGBB3gau+fY9EujCrb3Gcnm38Lg2A+WFpHSNkepK765kWiSM1DqZPnDgAHPmzCErK4uSkpIK37vtttvqHJiEqabdzWR6++8hn0yXuVw8+P1Uvtz6BoYjz/xvdEWTEXMKZ7U9nSu6DqxyGLfb7ebnzX/w/oqZ/LJzJiWOzex0z2fcT7+S9stJPDvsATqntqjfH8gKKj4mNZXe41AyHR7TSSbN+5Spq57D5dxhJtBuJ02dJ3J6xmmM7Hk6qXHxVT52SfZG3ls2kx+zv+WAfTV5LOOfS25h8uIuPD7wfk5t3bkefxKLqMFOaspT/0UVvUXCQq2S6SVLlnDWWWdRWFjIgQMHSExMZNeuXcTGxpKSkqJkWmovvTus+iLkb3R/3LiCO2c9wEHHWnCArSyBYc2u4r5Tr6ZxbNwxH2+32xnQuhMDWncC/sYXq37jX79NYbdtETvcv3DZVxcwNHU0/zrjJpwOh/9/ICsc2AX5W81tzzrlIscSJkXIVuzYwi0zHmA3iw411MVyUtLFPDBwNC0Tkqv1HD2btqZn0xuBG/l58yoe/WkKW0p/JN+2nJtnX0XPxRfy4jl30yAqyq8/i2XKimHnKnNbybRUl1YNEAkrtVoa6/bbb+fcc89lz549xMTEMH/+fDZv3kzv3r155plnfB2jhBPPm1CI3ui63W7u/fY1bp59DQcdazHcEfRrPIqfr/6WZ4aPrVYifSTnduzL7FFTefSEV4lytcZmL+aH3JcY+PY1rN213cc/RYDwtPonHQfRjSwNRYKI5xqzYzm4yiwNxV+em/8Fl0+/mN0swjDsdIo9n5mXzOCV8++qdiL9Z/1bdeTrqybz8uD3aWR0xWZ3kbn/QwZOu4j5Wat9/BMEiJ0rwV0GMYkQ39zqaCRYeBpe9mww6zOISEirVTKdmZnJ3//+dxwOBw6Hg+LiYlq0aMFTTz3Fvffe6+sYJZx43oR2r4PiAmtj8bEDxcWc+e6tfLF9EjZ7KXHujkw9/QNeOu9OGkbF+OQc53c6kXkjP2ZI8l8w3E7ybcu48POL+d+KeT55/oCi4ZdSG4ltILIhlBWVL3kUIspcLq786EFeWn0vOAqJcLXgmX5v8P4lj/qsKne/Vh2YO/Idrsi4F1wxFDs2c/33VzH5l8988vwBxTuNpLs5316kOjz1XwByllkbi4j4Xa2S6YiICGyH3lhSU1PJysoCID4+3rstUitxKdCwKWBAznKro/GZLft2M+TdK8l2zcUw7PSNv5q5I9+jT/PjfH6uSKeTZ8+6lf+c8gbOsjRw5PPQb7fwz9nv+vxcllIyLbVht5cXHguhOY15RYWc8e5Ylh34BIC2UcOZc9X/GN6ul8/PZbfbuXfgFbx95gfEuI7DZi/mpdUPcPMX/wmtlT8815imPSwNQ4KQ5xoToqPsRKRcrZLpnj17snDhQgAGDx7Mgw8+yLRp0xg3bhxdu2ruotSRd73pTEvD8JVF29Zz7v8uo9C+BsMdxS2dHue1EXf7fS7z6cf3YMZlH5FgdMdmL+O/mx/njq+f9+s565WKj0lthdicxi37dnP6u1ez0z0fw7Azotnf+fTyp3024qUqPdIzmHXVf2kZMRibzWDunte58n8PhU5CrQY7qa0Qu8aISNVqlUw/9thjpKenA/DII4+QlJTETTfdxM6dO3n55Zd9GqCEIU8vQAi8CS3atp4xM67F5dyBzZXAM/1f5qa+Z9Xb+VPj4vn+6qm0jRoOwMydL3LzF/+pt/P7zcG9sG+zuR0myxuJD4VQEbIt+3Yz4mOzBgOuaO7o8jSPnDa63s7fICqKLy6fRP9E85wrCj/lwg/uDv6E2lUKO1aY20qmpaZC6D5GRI6uVsl0nz59GDzYXDsvOTmZr776ivz8fBYvXkz37nrTkTry9kwH95vQkuyNXDvjOgznHuxlybxz1tt+GXJ5LJFOJx9f+iSdY0cAMHfP69zw2dP1HodPeV4bjTMgxjdzQSWMeK4xOcvA7bI2ljrIzt/DBR+PosSxBVxxPDPgZa7tM6ze47Db7bx47t8ZlnozAOuLZ3Def+8I7oQ6dzW4iiEqHhq3tjoaCTaea8yuNVBywNpYRMSvapVMe+zcuZO5c+fy008/kZub66uYJNx53oRy/4CSQmtjqaU/crcy+utrcTt3Yy9rwttnv063tAzL4rHb7bx70UR6NbwcgPn73uLub16xLJ460/BLqYsmx0NELJQegN3rrY6mVnYXFnDeR6MpdmwGVwOeGTCFM47vaWlM/xp+E+c3uwPDsLG59Huu+eRhS+OpE+81ppuKj0nNxaVAw3RCrf6LiFRWq2Q6Pz+fa665hmbNmjFw4EBOPfVUmjZtytVXX01enpYBkDpqmA4NUsBwlw+zCyK7Cwu46ouxuJ27sJcl8eZZb1iaSHvY7XbevPA+uja4AIDp2yfzn58/sTiqWtJ8aakLu6N8bfIgrM1QUlbGiA9vptixEVyxPNn/ecsTaY9HTxvDmem3ALB0//+4bfpkiyOqJTXYSV2FWP0XETmyWiXT119/Pb/++itffvkl+/btIy8vjy+//JKFCxdyww03+DpGCTc2W9C+CXlucksO9Ra9cNqL9EjPsDqsCt65cALNnQOx2QxeW/Mw7y+da3VINacbXamrIC0Q5Ha7ueTDu9lHJobbyf19nuGs9r2tDquCp8/4C70bmaNgfsh9had+/MDiiGpB1xipqxCZsiYiR1erZHr69Om8/vrrnHHGGTRq1IiGDRtyxhln8MorrzB9+nRfxyjhKEiT6cs+uvewm9yn6deqg9UhVWK32/nk0n97q3w/uvBulucE0ZJ2Rfmw59DQXPVMS20FaRGyv371f2wo+RaAq9vew2XdBlgc0ZG9fv542kQOw2YzeGv9E8xYs9jqkKrP7SpfH1jJtNRWkDbYiUjN1CqZTkpKIj4+vtL++Ph4GjdWMSDxgSCshDnhh7dYV/w1ACPbjg/Ym1yA6IhIPr54Cs6ypuAoYPRXt5BXFCTz03OWmp/jW0CDJGtjkeDlLUK2FIKkUNbURd8xZ9frAPRrPIp7Tr3M4oiqZrfbef/ix2no7oTNXsrdc+9g056dVodVPbvXm/PpI2Ih6Tiro5Fg5bnG7FwFpUXWxiIiflOrZPr+++/njjvuYPv27d59OTk53HXXXTzwwAM+C07C2OFvQmXF1sZSDTPWLOajzZMA6BF3Cf849VJrA6qG5LhGvHj6c+CKodixics+uis4qu9q+KX4QnIHcEZDcT7s3Wh1NMe0PCeLf/3+ADabQbq9Py+cc4fVIR1TdEQk/73gOexlSbidu7nis1spKi2xOqxj81xj0rqa8+tFaqNRU4htAoYrKOu/iEj1VDuZ7tmzJ7169aJXr168+OKLzJ8/n1atWnHcccdx3HHH0bJlS+bNm8dLL73kz3glXMS3MJc8cpcF/JvQ1rw93D33Tmz2UhoaXXjt/HutDqnaTmx5PH/tOhHDsLHN9SMPfD/V6pCOTcXHxBccTkjtbG4H+HSSwtJixnx1Gzj24yxryvsXPYPdXqfFOOpNy4Rknjl1EoY7kv32Vdzw+ZNWh3RsnteDGuykLoK4/ouIVJ+zugeOGDHCj2GI/InNZiZLG2aZvQTN6n995upwu92M/Owu3M5cbGWJvHvBs0Q6q/1vFRBuPOFMft32O7/lTeOzrc9zxsYTObV1Z6vDqpp6psVX0nvAtkXma6rLRVZHU6XRnz5MkWM9uKN57rRJNI6NszqkGjn9+B5cuvV2Psx6kiUFH/Lm4n6M6jXU6rCqpmuM+ErTHrD++6CasiYiNVPtu/6HHnrIn3GIVJbevTyZDlAP/fAWucZvGIadCSc9TkZiitUh1coL59zJqW8v4oD9D8bNuos5Tf9Hw6gYq8OqrOQA7FpjbutGV+oqCIqQTV30HSsPfIHNBiOP+wf9W3W0OqRaeXDw1fz8zjyyXXP5V+ZDDMzoGpjXS8OA7YfqMugaI3Wlit4iIa9O48QWLVrEO++8w7Rp01iyZImvYhIxBfjwqF+z1vLJlucA6JtwORd17mdxRLUX6XTy2ln/BlcspY4tjP50otUhHVnOMsAw1yJvmGp1NBLsDr/RNQxrYzmCLft28+/fJ2KzGbRwDuKuAZdYHVKdvDPiCRxlKRiOPEZ+EaA1GvZuguI8cESa8+pF6sJb/2UllAVBvQARqbFaJdM7d+5kyJAhnHDCCdx2223ceuut9O7dm6FDh5Kbm+vrGCVceSp671gBrlJLQ/mzotISbv3uLmz2YmJcx/HiOXdZHVKddU5twQ0dzPnea4qm8/aSHyyO6Ag0/FJ8KaUT2COgaB/sC7zl4UZ/cQ+GYx/2smTePP+fVodTZ8lxjXik3xMYhoO9LObh2e9YHVJlnmtMamdwRFgbiwS/hFYQHQ+uEshdZXU0IuIHtUqm//rXv5Kfn8+KFSvYs2cPe/fuZfny5eTn53Pbbbf5OkYJV41bQ5TnTegPq6Op4I4Zz3vnME4Z9nTQzZOuym39zqe5cxAAzyx+hN2FBdYG9GcqPia+5IyE1E7mdoCNgHl67ofsdM/HMOw80PcRkuMaWR2ST5zb8QT6JphLev1v03Os2rnV4oj+RA124ksVipBpqLdIKKpVMj1jxgxeeOEFOnYsn7vVqVMnnn/+eb7++mufBSdhzmaD9G7mdgDNafw1ay0/7nobgLOa3kif5qG1Dulr507E5krA7dzF9Z8/YnU4FelGV3zN0zATQDe6W/bt5q21/wGgW9z5XNy1v8UR+daUs/9OpKslOA5y49fjA2u4t64x4msBeI0REd+pVTLtdruJiKg8/CkiIiKw3hQl+AVYi67b7Wbc9/dhs5fSwN2ex0+/zuqQfK5po0Ru6jIegLVFM5j2+2xrA/IoPVg+QsEzBUCkrgKwCNlfpk8ARwGOshReOOceq8PxueiISJ4Y8E8Mt4N9ZPLI7GlWh2QyDCXT4nsBdh8jIr5Vq2R6yJAh/O1vfyM7O9u7b9u2bdx+++0MHRrAy11I8PG26GZaGYXX/d+/wX77Kgy3k38PeTRo1nqtqZv6nkVz5yBsNoNnFv6TwtJiq0My584bLmiQbBYgE/EFT8NMgBQhe2PRTLaUzQbgzt73Ex8da21AfnL68T3o29gc7v3Rpils2bfb4oiA/Gwo3AU2B6QE8PKAElw89zE5y8FVZmkoIuJ7tcoEnnvuOQoKCsjIyKBt27Ycd9xxtG7dmoKCAiZPnuzrGCWceVp0A+BN6I/crXyx5SUA+iVdSb9WoV3p9eWzJ4ArjjJnDrd/HQD/154GlfTu5hQAEV9I6WwmT4W7zGTKQvsOHmBS5uMAtIoYytU9Blsaj79NPvMOHGVp4NjPzV8/anU45T2HKR0hItraWCR0JLaByDgoO1i+tKOIhIxaJdMtWrRg8eLFTJ8+nXHjxnHbbbfx1VdfsWjRIpo3b+7rGCWcJR1X/ia0e62lofx1xqPgOEiEqwX/d+bfLI2lPrRISOL8ljcC8PPud8ncvsnagFR8TPwhItpMnsDyETC3fPU0bmcuNlc8L5/zoKWx1IcGUVGM63E3ABuLv+d/K+ZZG9DhDXYivmK3Q9qh+i8a6i0ScmqcTJeVleF0Olm+fDmnn346f/3rX7nttts47bTT/BGfhDu7HdK6mtsWzml87/c55Lh/xjBs3H/iA0RHRFoWS316eMgoYlzHY7OX8rdvH7I2GM1lFH8JgAJBv2at5ff8zwC4+rjbaNoo0bJY6tPo3qeRbu+PzWbw2K+PUlJm4QgkXWPEXw6fTiIiIaXGybTT6aRVq1a4XC5/xCNSmcU3uiVlZTy96EkAWkQM5MLOJ1sShxXsdjv/HPAghmFnD4uZ/Mtn1gRSVgw7D63RqeJj4msBUITsH7MexWYvI87dkTtPudiyOKwwefiD4IqhxLGFO795wbpAlEyLv6gImUjIqtUw7/vvv5/x48ezZ88eX8cjUpnFb0L3ff8apY4t4Irm/86415IYrHT68T3oFHsOAK+u/A8FxQfrP4idK8FdCjGNIb5F/Z9fQpvFvUYvL/iaPSzGMOw8MuC+kC1sWJX2yU05PX0MALN2vMWGPTvqP4iCHVCwHbBBapf6P7+ENm/9l6WgVW9EQkqt3rH/7//+j7lz59K0aVPat29Pr169KnyI+JSFb0JZ+3KZse11AAalXsPxTcKzivTzZ90Nrka4nbu5+9sX6z8A73xpFR8TP0jtDDY77M+Bgpx6PXVhaTFTlv4bgOOjz+C048KzV/SJ028goqw5OIq4/Zun6j+AnKXm5ybHQ1Rc/Z9fQlvS8eCMgZL9sGe91dGIiA85a/OgESNGYLPZMAJgGREJA03aVXwTanJ8vZ36r18/AY5CnGXpPDnsL/V23kCTHNeIc5tfyxfbJzE39z027bmKjMSU+gvAWxioR/2dU8JHZAPzOpP7h9k73TCt3k591zcv4HLmgCuOyWeG3prS1RXpdHJr99v5z4q/s774O2ZvWM6gNvXYQ6ziY+JPDiekdYGtC8xrTD3ex4iIf9UomS4sLOSuu+7i008/pbS0lKFDhzJ58mSaNGnir/hELHsTmrtxJeuLv8Nmg792v5PYiKh6OW+gmjBkFDPe+ohSx1bGffs0n17+dP2d3NMzrfnS4i/pPcqT6XZn1Msps/bl8uPOd8EBZzW7lubx4VF0rCrX9hnGGyt6sM+WyQM/PsHcNu/U38m986V71N85Jbyk9zh0H5MJXcOrLoJIKKvRMO+HHnqIqVOncvbZZ3PFFVfw3XffcdNNN/krNpFy3gJBS+rtlA/8+DQ2m5sEozvX9hlWb+cNVJFOJ7d0GwfAuqJv+XHjivo5cVmJOWcadKMr/mNBEbK/f/sfcBzEWdaUR4aOqbfzBrJ/nnoPhmFnn+13XlnwTf2dWMXHxN8CoNChiPhejZLpjz/+mNdee42XX36ZZ599lunTp/Ppp5+qsrf4Xz1X9P5g2U/sZiGGYePB/nfWyzmDwXV9ziDB6I7N5ua+H5+on5PmrgJXCUQnQOOM+jmnhJ96LkK2JHsjqw58DcD1nW8l0lmrWVch59TWnTku2my8nLL0P/WzVFbhHtiXZW57lmIU8TVvMdWloGmSIiGjRsn0li1bGDBggPfrvn374nQ6yc7O9nlgIhXU45uQ2+3mmQVmQaDmzgGcfnwPv54v2Dzi6Tkik7eX/OD/E6r4mNQHTxKVvxUO7PL76e7+4Sls9jJi3e24qe/Zfj9fMJk07C5wxVDm3MY/50zz/wk9xccat4aYBP+fT8JTcgdwREJxHuzdZHU0IuIjNUqmXS4XkZGRFfY5nU7K6qPlWMJbhTehjX491bO/fMZBx1oMt5OnTrvLr+cKRoPadCEjcjAAk5dMxu3vCusqDCT1IaohJB1nbntec37y1epFZJf9DMDdfe8Mu6WwjiUjMYWTki4B4NNNb3CguNi/J9QQb6kPzkhz5QDQetMiIaRG7+CGYTB69GguvPBC70dRURFjx46tsE/E5+rpTaiotIQ3/5gCQOe4s+mWluG3cwWzJ4bcgeF2ctCxjhd+m+7fk6n4mNSXeppO8s9fnsFmM0i29eXCzif79VzB6onTx4KrIW7nbh744XX/nkzJtNQX7yg7/15j7v32NeZuXOnXc4iIqUbJ9KhRo0hJSSE+Pt77cfXVV9O0adMK+0T8oh7ehP45591Dy9TE8q9hd/jtPMGuS1pLOjQYDsBrK1+gzF91E1ylsONQoTMVHxN/q4cCQe9kziLfthzDsPPoQI18qUpSbEOGpl8FwMzt77C3cL//TqZkWuqL9z4m02+n+DVrLZ9n/x83zbmC+Vmr/XYeETHVqOLJG2+84a84RI7Nzze6RaUlfL75LXDCiUkXhv0yNcfy1GnjOO+zmZQ6tvDMzx9xz6mX+f4kuX+Aqxii4iGxje+fX+Rw9VCE7Lklz4MdMiIH069VB7+dJxT8c8j1/PDOBxjOPdzz3Yu8dJ4fikEW5cPudea2kmnxt8M7BQzDL3VAHvpxEjabm4ZGF05q2d7nzy8iFWmilgSPw4dg+qEI2SOz38HtzAVXAx4fqiXfjqVNYio9G50PwH/XvuKfqrve4mPdVHxM/C+tm/l532Y4uNfnT//m4u85YF+NYTh4ZNDffP78oaZBVBTntRoNwLxdH5Kdv8f3J9mx3PzcqDk0aOL75xc5XEpnsDuhcDfkb/P508/b/Adby34C4I7et/r8+UWkMiXTEjxSOplvQgf3QN5Wnz51YWkxX2a9BUC/JheTHNfIp88fqp4ediu4YnE5d/Dw7Ld9fwLPUDjNl5b6EJNQvvyaH3qnp/xu1mNoHTWYnk1b+/z5Q9GDg67BUZYGjkLu+W6K70+gId5SnyKiIbmjue2Ha8yEuc9is7mJN7pycdf+Pn9+EanM8mR6ypQptG7dmujoaHr37s3cuXOr9biff/4Zp9NJjx49/BugBI4Kb0KZPn3qR2e9g9u5G1xxPHbaX3z63KEsrWFjTm5yMQBfbH7b973T3p7pHr59XpGq+KkI2RuLZlJoX4PhdvDPweqVrq5Ip5PLjrsegCX7PienwMcjBpRMS33z05S1Hzeu8K4ScGff23z63CJSNUuT6ffff59x48Zx3333sWTJEgYMGMCZZ55JVlbWUR+Xl5fHyJEjGTp0aD1FKgGjqe+LkB0oLubLLWav9CnJl5AU29Bnzx0O/jnkL+CKxe3M5Ym5//XdE7vKyodgKpmW+uKHG123280Lv78AQNvooVoloIbuOuXiQ73TB7nv+5d8++RKpqW++amY6iM//R82m0ECPRjR6SSfPreIVM3SZPrf//431113Hddffz0dO3Zk0qRJtGjRghdeeOGoj/vLX/7ClVdeyckna0mRsOOHXqOJs9/EcO4BV0MeG3qjz543XCTHNeKExBEAfLLhTd9V9t61GsqKILKhio9J/fFDEbI3Fs/0rl2vXumaczocXNB6JAC/7fmE3P35vnnikgNmkUNQMi31xw/J9KwNy9ju+gWAf6hXWqReWZZMl5SUsGjRIoYNG1Zh/7Bhw5g3b16Vj3vjjTdYv349Dz30kL9DlEB0eK+RD4qQHSguZsbWaQCcmnIpjWPj6vyc4ejRIX8BVwxlzhye+fkj3zypd4h3d7BbPiNFwkXaoWvMnvVmpec6crvdvLTUbCA+LuY0uqS1rPNzhqO7B1yGvSwZHIU8MOsV3zxpznIw3BCXBo3SffOcIseS1gVsdtifAwU5PnnKx39+HpvNoDG9OLfjCT55ThGpHsvuUHft2oXL5SI1NbXC/tTUVHJyjnxxWbt2Lffccw/Tpk3D6azeql7FxcXk5+dX+JAglnroTejATp+8Cf3zx3e8vdL/HHqDDwIMT00bJdIj/hwAPlg3FbfbXfcnVfExsUKDJIhvYW7nLK3z07255HsOOtYf6pVWj1FtRUdEcnZLc93pn3M/8s2609lLzM+6xkh9imwATdqZ29vrfo1ZsHUd2Yd6pf9+ws11fj4RqRnLu3tsf1ruxjCMSvsAXC4XV155JRMnTqRdu3bVfv7HH3+c+Ph470eLFi3qHLNYKDIWmhxaN7GOQ6RKysr4KutdAPonX0RCTIO6RhfW/jn0Jgx3FKWOrTz7y2d1f0IVHxOr+HAY5itLXwOgbfQQOqfq/acu7h90NbayRHDs54EfXqv7E3ob7HrW/blEasJ7jcms81M9PPd5c11pd2fO73RinZ9PRGrGsmS6SZMmOByOSr3QO3furNRbDVBQUMDChQu59dZbcTqdOJ1OHn74YX7//XecTic//PDDEc8zfvx48vLyvB9btmzxy88j9chHb0KT5n2My7kTXDFMHHx93eMKcy0TkukSdyYA76x+rW69064yyFlmbqvXSOqbpwGnjkXIPlv5KwX2FRiGnQcGaO36uoqNiOKM5lcC8OPOD8krKqzbE3p6ptVgJ/XNRw12f+RuZWPRbAD+0l2j60SsYFkyHRkZSe/evZk5c2aF/TNnzqRfv36Vjm/UqBHLli0jMzPT+zF27Fjat29PZmYmJ5545Na4qKgoGjVqVOFDgpwPCgS53W7eX/cmAN3jzyY1Lt4Hgck/h9yC4Y6gxLGZFxd8Vfsn2rUGyg5CZBwktvVdgCLV4aMiZJMWvghAuuNk+jQ/ro5BCcCDg0ZicyVgOPKYOOvN2j9R8X7zOgNqsJP656Nk+sHZL2CzlxHtass1PQb7IDARqSlLh3nfcccdvPrqq7z++uusWrWK22+/naysLMaOHQuYvcojR5oVPO12O126dKnwkZKSQnR0NF26dKFBAw3RDRs+eBN6ddE3lDiyMNwRTBykdaV9pW1SGu1jzaKCb658o/ZP5PnbpnVT8TGpf55rzK41ZsXnWpi7cSW57kUA/OOksb6KLOw1jIphUOqlAHyf/X7t17bPWWYWH2uYDg3TfBihSDWkdTM/522BA7tr9RRb9u1m5f5vALimwxjseq8UsYSl/3mXXXYZkyZN4uGHH6ZHjx78+OOPfPXVV7Rq1QqA7du3H3PNaQlDaV0BG+Rvg/25tXqK15eb8+2OixlK2yTdSPnSQwPHYhh2Cu1r+HjFL7V7EhUfEyvFpZhJFkb5dIMaemzeC941X08/vodPwwt3Dw0efWht+9386+f/1e5JPNcYDfEWK0Q3Kh91Vcspaw/OegmbvRhnWTNuPelc38UmIjVieTPWzTffzKZNmyguLmbRokWceuqp3u9NnTqV2bNnV/nYCRMmkJmZ6f8gJbBENYSkQ0Mma9E7/dGynzlgX41h2HnoVFW+9LVuaRk0dZpTNSYvquUSNio+Jlarw5r2S3M2saV0LgC39tTa9b6WFNuQHvFnA/DR+rdrV5/BW8lbxcfEInUYZbe7sICFe81Cnxe1HaleaREL6b9PglMdipD93+KXAGjm7E/Ppq19GJR4/P1EM4HIdS9kftbqmj3Y7Spfkkg902KVw9e0r6GJc17EZnMR6z6ey7oN8G1cAsCEQTdiuJ2UODbz1pIjFyA9Ks/fVdcYsUodkukJs94ARyH2sibc2f9iHwcmIjWhZFqCk7dAUGaNHjZ7w3L2sgTDsDG+n3ql/eWM43vSyOiKzWbw2M8v1ezBu9ZCaSFENCgfgSBS32pZhCxrXy6rC83CmqM6XevjoMSjbVIabaLNgkuvLHu9Zg8uLigvPqbRL2KVWibTJWVlzMkxpzec1uxSoiMifR2ZiNSAkmkJTrV8E3pm/qsAJNp6MKhNF19HJYe5oauZSGwomsX63TnHOPow3rmM3cDu8H1gItXhucbk/gGlB6v9sIfnvI7NXoKzrBljTzjLT8EJwL39/4Jh2Mi3LWPGmsXVf2DOMsCAhk2hYeWlOEXqhecas3cjHNxb7YdNmvcxhnMPuGK5/9Rr/BSciFSXkmkJTp5KmPuyoHBPtR6yYc8ONhXPAeCGbqP9FJh4jOw5hEhXK2z2MibMrsHcaU8DiedGQ8QKDdOhQTIYLtixoloPOVBczG+7vwDg7FaXaR6jn53Usj3J9j4A/PvXl6v/QO8Qb82XFgvFJkLjDHO7BtNJPlw3DYBu8WfSODbO93GJSI3onV6CU0wCND4037mavdOPzHkNm72MSFdLruo+yG+hiclut3NR26sAyMz7kr2F+6v3QBUfk0Bgsx1WhCyzWg955ucPMBx54GrI3QMu91toUu6vvW8AINv1C5nbN1XvQd7iYz38EpNItXkadDyvyWN4f+lcihwbMNwOHjj1ej8GJiLVpWRaglcNhnoXFB9k4d4vATi/9RXqMaond/S7CHtZEjgKmTjnzWM/wO1W8TEJHDUoQuZ2u/l803sAnJB4Lg2jYvwYmHhc2PlkYt3tsNncPDq3mvUZvEvvqWdaLFbDZPrFTLM+QPOI/nRIbu6vqESkBpRRSPCqQUXvJ+f+FxwF2Fzx3HnKJf6NS7yiIyIZlG5WGp2d/TFlLtfRH7B7HZTsh4hYaNKuHiIUOYoaFCGb9vtsShxbMNxO7j9Vhcfq01XtRwKwev935O7PP/rBxQVmkUPQ6BexXtNe5udqNNgt2LqOXPciAP5+4g1+DEpEakLJtASvat7out1upm9+H4ATk84nNiLKz4HJ4e499RpwR+Ny7uTFBV8d/WBPw0haVxUfE+t5Gux2roKy4qMe+srSqQBkRA2kTaKKWtWnm088B3tZMjiKeHzu20c/ePtSwIBGzSEuuV7iE6mS5xqTlwUHdh310Md+ehmbzaChuzOnH9/D/7GJSLUomZbglXboTWjPBijKq/KwNxbPpMy5DcMdwYMD1WNU31Lj4mkXOxSAd1dNO/rBmi8tgSS+BcQ0Bncp7FxZ5WHzNv/BHiMTgDtP0jzG+uZ0OBiYdgEAPxxrBIzmS0sgiW4ESceb20cZ6r01bw9rD5rrqY/qPLI+IhORalIyLcGrQZJ5swuHehuO7I3lbwHQNnowLRKS6iMy+ZN7+l+PYdgosK9g1oZlVR/oGWWgG10JBBWKkFU9AubJea9gsxnEG1215J5F7hs40jsC5qWjjYDxzpfuUR9hiRxbNeZNPzLndWz2Ypxl6dzQZ3g9BSYi1aFkWoLbMYqQzd6wnDzbUgzDxt39NMfIKic0P45Em3nD8K/5rx35ILdby2JJ4DlGEbIt+3azvmg2AGO6jKqfmKSSw0fATDvaCBhPwpKu4mMSIJp55k0fOZkuLC3ml12fAXBmCy25JxJo9B8pwe0YvUbPzH8VgERbD/q16lBPQcmRXNvlGgA2Ff9I1r7cygfsXgclBYeKj7Wv5+hEqnCM2gyP/Pg6NnsJzrJmjOl1ev3FJZX84+Trjj4CpijfvM6AeqYlcHh6prctPuK3n533KYZjH7jiuPvUK+ovLhGpFiXTEtyOUtF7y77dbCr+EYDruqrHyGojew4hwtUcm72UR3+cWvmA7EM3EmndwOGs19hEquS5xuxYAa7SCt8qKi1hfu7nAJzV8lL1GFnsxJbHH30EjKdBJL4FNGhSj5GJHEVaV7DZYX8O5G+v9O1PN5gFVLvHDyc+Ora+oxORY9A7vwQ3T+/CrrVQvL/Ctx6f+xY2eynOsmZc02Nw/ccmFdjtdoa3MJfJmp/7OUWlJRUP8LTKe4a8iQSCxq0hKh5cxZD7R4VvTZ7/OYZzH7ga8I8Bl1sTn1Rw1BEwmi8tgSiyASQfGjn3p6HeM9YsptC+FsOwc0//MRYEJyLHomRagltcCjRMBwzYsdy7u8zl4uedZo/R6c0vVI9RgLh7wBXgisNw7uM/8z6p+E1Pz3RTJdMSQGw2SO9mbv9pqPfH6z4AoEvDYeoxChBHHQHjnS/do77DEjm6pkeeNz154VQAku296ZLWsp6DEpHqUIYhwe8IBYJeWvAVbucucEWbCZwEhPjoWLrFnwHAJ+vfK/+GqxRyDs1xVM+0BJojXGNmbVjGfvsqDMPGP9RjFDCOOgLG8/drquJjEmA8oyUOS6a37NvN5uKfALiu2zUWBCUi1aFkWoKftwhZpnfXe3+YiVq7BkNJim1Y/zFJle495ToMw8FBx3q+WPWbuXPnKigrMofTNm5tbYAif+ZJvg7rmZ7061QAEm096dlUr9lAcvgImMnzzSrIFOXBnvXmtpJpCTTenunFYBhAxalqV3YbaGFwInI0SqYl+P2pEub8rNXswxzy/feTRlsUlFSlc2oLUh0nAPDC4rfNnd4h3j1AQ/Il0Hh6pnOWgdtFTsFe1hfNAWBU5ystDEyOJD46li4NzcrqH6/70NzpLT7WEmITLYpMpAqpncHuhMLdkLeFkrIyft5pNgRpqppIYNN/pwQ/z7DgXWuguIBn5k/FZjNoZHTVclgB6tpuVwGQVfIzW/btVvExCWyJbSEyDsoOwq41PPHTu9jsxTjKUrUcVoC6s98oDMPGfvsqZm9YXj58VsXHJBBFRJsJNUD2El5aMB23cze4YjRVTSTAKZmW4BeXYi51gkHexvms3v89AFd00BtQoLqi66k4y5pis5fyxE9vq/iYBDa73VyyDXBvXcTsbLN43sD0EeoxClC9m7Wlsc0cUfDsb28dNl+6h2UxiRyVZ5Rd9hL+u/q/ALSP01Q1kUCnuwAJDYfehN5Y+A44DmIvS2LsCWdZHJRUxW63M6TZCAB+3vEZrp2rzG9oLqMEqkOjJmas/BqXcweGO4rxA66yOCg5mis7mg2q6wpnsd/bYKdrjASoQ6/NPzbNI9+2HMOwcaemqokEPCXTEhqa9cIAvjloVoTul3IeTofD2pjkqP5xypUY7ihczl38FumABskQ39zqsESO7FAy/cl+sx5D2+iBpDVsbGVEcgw39D4De1kTcBQxo+zQmtNaFksC1aFk+n8HNwKQQFdOatneyohEpBqUTEtoaNabJVFRbI0sxXBHMH6AlpEIdKlx8bSNNiuUvt+ooTnE22azOCqRKjTtxXaHg9+iXQD8re8oiwOSY3E6HPRLOReA9xs2xJ3YWsXHJHCldOKAM5ov4yKB8pEVIhLYlExLaEjvwbuNzHlFbSJOoGVCssUBSXV4EpJZsTGsT2hrcTQiR9E4g2kJSbhtNpqUtWRI225WRyTVMH7ANTjcNv6IiuSn+DZWhyNSNUcE7ye2ZL/dTlxZHDf2OdPqiESkGpRMS0j4oyCf7xrEAHB7c93kBoshbbvRrcjAbbPxn725VocjUqWCkiL+d+gaM7KRGn6CRcuEZAaUmH+3l8sOWhyNyNG9H2F+Pt+eoqlqIkFCybSEhGfmTcNls9G9qJjBRr7V4Uh1FeUzMm83AHNLVnCguNjigESO7NlfPmG/wyC1rIyr7HqdBg3D4Pr9ewBYas9m/e4ciwMSObIvVv1GdmQREYbBta5Cq8MRkWpSMi1Br8zlYsGuGQBcVLC/fJklCXzbf2dIYSGJZQZux36enf+x1RGJHNGXG83lsC4oOEDk9iUWRyPVlr+N7gU76VxcgmF3m0vxiQSgl5a8C8DQA4Wk7FwJbpfFEYlIdSiZlqD31pLvcTt3YXdHcsaBQti2CAzD6rCkOrIXEwEMdZlFgT7b8JG18Ygcwfys1Ryw/wEGXLB/P+xaA0UaARMUtpmNq+eVxgHw664vKSkrszIikUp2FxawqfgnAC44UAol+2H3OoujEpHqUDItQW/aqg8BaBXZn1ibEwp3w74si6OSajl0o3t1yyEYhp1C+xpmrs20NiaRP5n06zsANKILTRs0AwzYnmlpTFJN2xYBcF7TE8EVg+Hcw5TfvrQ4KJGK/vXzB9jsxdjLkjgxqZO5c5tG2YkEAyXTEtQ27NnBjrIF8P/t3Xd4FNX+x/H37G56QgolIYTeewlKU7ogKoINVOyV61Wx13ttPy96VRT12pWr14KI2EURVIqE3rv0EEgILSEhpOzO/P6YbBIgSMruntnd7+t5eHbZTGY+MMnunDnnfA9wa49rILGj+QUZ6u0f9pnDZVu0GUg9zVzH9z/LZRimsI6CkiI25P0KwOiWl0Ijcy1YudD1E6WfBdFNetE2eggAM/6UETDCWmbv+Q6AnnVHYC9d0979+SiEsDZpTAu/9tLCz9BsLkJdjRnZ/mxwfwiV9kYICzt2CHJ2m88bduPqDmMA2HF8PkcK8hUGE6LcG4u/B3seuGL4e++LoVGq+QV5j7E+XYd9q83njXow4axrATjCWlZn7lIWS4iK5mxbQ6F9B4Zh44G+4yBZGtNC+BNpTAu/pes6adkzARiYPNJ80f0htFc+hCzPfaFQtxVExHFTj2HYnHXBXsiktOlqswlR6pvtZlG8DjGDiQwJkwtdf3JoGxQdBUcE1G/Puc07EKm3QdMMXl70iep0QgDwxvJPAUjQutG+QQokl45+yVoLrhKFyYQQVSGNaeG3pq1bgMuRhaGH8GC/K80X3b1GmaulEqbVuYfil144OOx2etYdAcCs9G9VpRKizKp9O8llPQATzr7GfDG5G6BB7h7I268sm6gC9+iBhl3B7gDgwmaXALA6Z5YUIhPK5RYWsK1gHgBj2l5uvpjQAsJjwVkI+zcoTCeEqAppTAu/9eG6aQCkhPQhKSbefLF+WwiJMithHtyqMJ04I/ecU3dPH/Bgv3EYho1C+3YpRCaUe3nRJ2iaQZTelr5N25kvhsWY7zMgtRmszt2Ydt9kBSb0uRRckRj2HN5Z9qOiYEKYXl30FdgL0Jxx3NbTvJmMzVZhlJ1MJxHC6qQxLfxSRu5h9pYsBuDGLleWf8FmN3shQD6ErM49TLZReWO6Xf0U6mlmT/UbKz5VkUoIAIqdTtbk/ALABc1Gn/jFsnnT0pi2NPfNjgrvMbHhkbSJGgTAF1KITCj24y5z/fquccMIdTjKv5DS03yU6xghLE8a08IvvZw2Fc1WgsPZkCs69Tvxi2WVMOVC17KO7oP8LNBskNTlhC+NbW8WItteMI+c48dUpBOCd5f/hOHIAVek2ZtZkXtOo1zoWpezGLLWmc8rNKYB7jrLHLJ/xFjD2qxdPg4mhGnh7k0U2P7EMDTu63PNiV9sVNqYzlju+2BCiGqRxrTwO7quM3efuU5ov8QLsdlO+jEuq+gtjWnLcjdC6reH0MgTvnRr6nA0ZwLYj/NKmvQcCTW+2GL+7LWKHEBs+Ik/o2U90/tWgmH4OJmokv3rwVUMEfEQ3/yELw1s0YlIvTWaZjApTUbACDVeXWoWwYujE92TT/wZLXuPOfgnFOb6OJkQojqkMS38znebl1LiyMDQHTx0ztWnbuCea7R/PTiLfBtOVI37bntK6ilfMguRnQ/AT7u/8WEoIUybsjM4bKwG4O89x526QWInsIfC8SNwZKdvw4mqcd+wS+4BmnbKly9oahYiW3XkZylEJnzuWFERm/J+A+CSVpedukF0fYhrAhiycoAQFieNaeF33ls9FYAkx1k0iat/6gbxzSAiweyV2L/et+FE1bgvdFPOqvTL9/e5BsOwcdy+jd+2r/VhMCHgpbRP0TSdcFcLhrbqeuoGjlBI6mw+lxEw1lRWk+HUG3YA9/S9zCxE5sjh3eU/+TCYEPDGkm/Bng+uGP7W66LKN5Kh3kL4BWlMC79yIP8ou4sWAnBNhzGVb6RpMtTbynRX+XlxXyycpGNiYxK0bgD8Z5kMwxS+43S5WH7oZwDOa3zx6TdMlvcYSyur5N2j0i+fUIhsi6xrL3zrmx1m4bFOMUPN9esrI4UOhfAL0pgWfuWVtOlotiJszvpc133w6Td0X+jK8Cjryd4EJccgNLp8iaFKjC1dc3Nrwe/kFhb4Kp0Icv9b9Su64yDo4dzf7zQ37KDCha4UIbOcojw4sMV8nlx5YxrgzrPMIfyHjTWsz0r3RTIhWJ6xjaOY60dP6FXJNBK3sorey6U2gxAWJo1p4Vd+yfgWgF71R5xaeKwiudC1rr2lQ9aSu5tLmZ3GrT1HoDnjwX6cyWkzfBROBLtPN5m9lE3D+lE3Mub0G7p7PDPXgEvm3FrKvtWAAXVSICbxtJsNatGZCFdrNE1n0qJPfBZPBLfJSz5F0wyi9fb0bnL6G8o07AqaHfL3Q26G7wIKIapFGtPCb8zeupoi+04Mw8b9ff7ibi6UX+ge2AKFR70fTlRdWfGxyudLu4U6HPRIGA7AzN1fezuVEOw4vJ/9zmUA3N69kuKGFdVtDaEx4DwOBzb5IJ2oskrWlz4d9xriKw7PkkJkwusKS4pZmzsbgIuaj/7rjUMiILGj+Vw6BoSwLGlMC7/xxgpz7mw9rTtt6yf/9cbRDSCuKWYlTJlvZCllxccqny9d0QN9rsUwNApsW5m7Q4rJCe96aeFnaDYXoa7GjGx/9l9vbLNBcjfzucxptBb3DbsqNKbv6XMZuCIwHId5f8XPXg4mgt27y37CsOeCK5K7+1xy5m+oONRbCGFJ0pgWfiG3sIDtBfMAGNPu8qp9k7vnM2OZl1KJaivKM+dMw2mLj1XUKakJ8ZpZTfn1ZTIMU3iPruukZc8EYGDyyKp9U9l0ErnQtZSy0S9nuCECxEVE0SpyIADTNkshMuFd07ea69e3iRpETFjEmb+hrKK39EwLYVXSmBZ+YXLaDLAfR3PGc0vq+VX7prLGtFzoWsbelYABsY3/ci5jRWPamDdP/jwmhciE90xbtwCXIwtDD+HBfldW7ZtS5ELXcnL3Qt4+c66pe+TAGbjXEj9krGbD/j1eDCeC2fqsdI4Y5lKP7uJ3Z+S+YZe5WmozCGFR0pgWfmHm7m8A6B4/nFCHo2rfVLFnWiphWoO7B68KQ7zdbj/rQjRXHNgLeHXRV97JJYLeh+umAZAS0oekmPiqfZP7PSZ7oznqQqiXsdR8TOwIoVFV+pahrboS7mqJpum8vEiW4hPeMWnRJ2iaToSrFYNadK7aN9VrA2F1oKRAajMIYVHSmBaWt2DnRgpsf2IYGvf3reLdXICkzmAPg4JDcGSn9wKKqnP34FVhiLdbqMNB19jzAJi56xsvhBLBLiP3MHtLFgNwY5cq9koDxCRBbBPAkAJBVlHFAocnG1a6pvjyQz/jdLk8nUoEOafLxYrDswAY3mRU1b/RZjNXvgAZZSeERUljWlje68vMnoI4OtMlqVnVv9ERai4tAfIhZAWGUaOeaYB7eo/DMDSO2baQtnuzF8KJYPZy2lQ0WwkOZxJXdOpXvW8uG+ottRkswX0eqtmYvq/fFaCHozsO8d+Vc7wQTASzD1bMwnAcBlc49/WtYt0XN1nqUwhLk8a0sLRjRUVsyv8NgEtbXVb9HUgRMuvIzTDXy7Q5ym9yVFFqo5bEYi4R8upSKUQmPEfXdebu+wGAvokX/vX69ZVpXFrkSm7YqecsLl1jmvLzUkV1I2NoFn4OAFM3feHhYCLYfV5a3K5FRH/iI6Or981lFb2lMS2EFUljWlja60u+AXs+uOpwR6+Lqr8D6TWyDvc5SOxkrp9ZTaNbXgrAxrzfKCgp8mQyEcS+27yUEkcGhm7nwb5nWFu6MlKbwTr2rwNXEUTEQ0KLan/7bd3M85+tr2D7oSxPpxNBauvBTA7oqwC4vUcN3mPcPdPZm6Q2gxAWJI1pYWnfbf8agM51hhAeElr9HbgvdLPWQclxDyYT1VaN9aUr8/feF4MrBux5vLH4ew8GE8HsvdVTAUh0nEWzhAbV30FSZ7CHmrUZDu/wcDpRLRXnS2tatb99ZPuzCHU1QdNcvJT2mYfDiWD1UtqnaJqLMFdTLmibWv0dxCRBnRTAgH2rPJ5PCFE70pgWlrU8YxtHtY0ATDj72prtJDYFopNAd0LmGg+mE9XmvtCtRvGxiiJDwugQMxiAb7ZLVW9Rewfyj7K7aCEA13QYU7OdOMKgYTfzuQz1VquG86UrGlS6xvii7Jnouu6JVCKI6brOkgM/ATC40cU131GKzJsWwqqkMS0s65Uln6BpBtF6e3o1aV2znWiaDPW2AleJuU4m1LhnGmDC2dcAkMt6Vu2TCu2idialTUOzFWFz1uf67kNqvqOyod5LPRNM1ExZY7rm7zEP9BuLoYfgcuxn6rr5HgomgtXHq3/H5cjG0EO5v9/Ymu/IfRNabtgJYTnSmBaWVFhSzLpcs6LqyBaX1G5nUoRMvf3rwVkI4XGQ0LLGu+nbtB1Rels0zeDlRVKITNTOnAxzusDZ9UZUv/BYRXLDTr38A3BkF6CVzzGtgaSYeBqH9gXgo9K1x4WoqU82mMXsmoT2JTE6tuY7chfU27NUajMIYTHSmBaW9O6ynzDsueCK4q7eo2u3s7LGtNzRVaZsiHequW5mLVzQbDQAa3J+odjprGUwEaxmb11NkX0nhmHjgeqsX18Z94Vu1nooLqh9OFF97hsZ9dtCeC0aLZSvNb6vZAkZuYdrm0wEqfScA2Q6zdEqN3e7qnY7a9gNbCFwLBtydtc+nBDCY6QxLSxp+tYvAWgbPYiYsOpXfj5BcjfQ7HB0L+TurX04UX21LD5W0YQ+l4IrEsORw7vLf6r1/kRwemOFuX59Pa07besn125ndRpBTEMwXFIgSBUPzJd2u7xjXxzOZDRbCS+lTa31/kRwenHhVDSbE4ezEZe07127nYWEly8puUemkwhhJdKYFpazYf8ejhhrAbizZy17jABCoyDRXKOYvdI7rUQti49VFBseSavIAQB8seXLWu9PBJ/cwgK2F8wDYEy7y2u/Q02T6SSqebAxbbPZOCfpQgDmZ/4ghchEtem6zh9ZPwLQv+FFtZtG4lZxqLcQwjKkMS0sZ9KiT9A0nQhXawa26OSZncqFrjoFh+HQVvO5B3qmAf5eepPlsLGaTdkZHtmnCB6T02aA/TiaM55bUs/3zE7lPUYd3QV7V5rPPdCYBniw31UYuoMSewbfbFrikX2K4PHlhjScjn0YuoMH+tZyiLeb+2d7j/w8CmEl0pgWluJ0uVhxaBYAI5qO8tyOZd60Ou676PXaQGSCR3Y5tFVXwl0t0DSdl9I+9cg+RfCYufsbALrHDyfU4fDMTis2pqVAkG9lb4KSYxAaY86Z9oAmcfVJcpjn9IM1MtRbVM9/134OQLKjF43j6npmp417mY/7N0BRvmf2KYSoNWlMC0uZsvIXdMchcEVwb18PDL90c1/o7ltlLtMkfMd9F909RM1Dzmtsrtm5/NBPOF0uj+5bBK4FOzdSYPsTw9C4t48HppG4JXcDmwPy90PuHs/tV5yZezRAox5gs3tst+61x3cXpXEg/6jH9isCW1beEfYUpwFwXedaLId1sthGZn0GwwX7Vnpuv0KIWpHGtLCUqZumA9Ai4lziIqI8t+O6Lc1lmZyF5jJNwnfcPdPuu+oecn+/MaCHozsO8dGqOR7dtwhcry8zRzLE0YluDZt5bschEZDU2Xwucxp9yz3iyENDvN2u6z4Ym7M+mq2IlxbKMlmial5aOA3NVoLdmcjVXQZ4ducyb1oIy5HGtLCM7YeyOKCbd1v/lurBHiM4qUCQDPX2GVdJeSXvxrWsZnqSupExNA3rB8CnG6d7dN8iMB0rKmJT/m8AXNLqMs8fQN5j1PBg8bGKbDYbveqPAODXvd95dN8icP2+z1y/vk+DCzxTeKyiFGlMC2E10pgWlvFi2qdomoswV1POb9PD8weQ4h2+l7UWnMchIh7qtvL47m/vfjUA2a7l7Di83+P7F4Hl9SXfgD0fXDH8rddFnj+A+0JXipD5zvEjcHCL+dxDBQ4rur/POAzDRpF9Fz//KUNrxV/7ftMyiu3pGIadB/pe7fkDuEd4SW0GISxDGtPCEnRdZ3H2TAAGN7rYOwdxD49Kl8a0z7jvnqecDZ6+Qw+MbH82oa7GaDYXLy38zOP7F4Hlu+1fA9ApZiiRIWGeP4C7MZe5BkoKPb9/caqM0pEv8c0hqp7Hd9+2fjL1NPPm7tsrpRCZ+GvvrjY/hxrYUmlZN8nzB0jqDI5wOH4YDm33/P6FENUmjWlhCZ+umYvLkY2hh3J/Pw8W7KgopSdoNshNh6P7vHMMcSIvFR+raGDySADSsn+U9WDFaS3P2MZRbSMAE3p5eBqJW3wziKoPeonZoBbet2ex+djEs9NIKhrb/goAthfMI+f4Ma8dR/i3QwV57Cr8A4Cr2o/xzkEcoZDc3Xwuo+yEsARpTAtL+N/6LwBoEtqXxOhY7xwkLAYSS9etTl/snWOIcoZRPgrAw8XHKnqw35UYeggux36mrpvvteMI//bKkk/QNINovT29m3hm+aRTaFqFOY1yoesT6d5vTN+aOhzNmQD240xeNMNrxxH+7eWF08FWiM1Zlxt7DPXegcpqM8i8aSGsQBrTQrk9OYfIdJoXnjd3u8q7B3NfcMmFrvflZkDePtDs5pI1XpIUE09KSB8A/rfuC68dR/ivwpJi1uWaFd8vaj7auwdzv8fIDTvvc5WUF3vzcIHDihx2Oz0ShgHwU+ka5UKc7Jc9ZpG6nnXPx2H33BJtp5CK3kJYijSmhXIvLvwMzebE4WzEJe29d0EEVLjQXeTd44jyGxYNu0CoB5c5q8SNXa4EYG/JYjJyD3v1WML/vLvsJwx7LrgiubvPJd49WBPzxg57FkuBIG/LrFDgsF4brx7qvj7jMAyNAttW5u/c4NVjCf8zZ9saCu3bMQwbD/S9xrsHc49+yd4EhbnePZYQ4oykMS2U0nWdBVk/ANC/4UWeX0biZO7ei6z1UJTv3WMFOy+tL12ZKzr1w+FsiGYr4eU0KRIkTjR965cAtIkaRExYhHcP1rCrWSCo4BAc2ubdYwU793zpxr28UuCwoi5JzYinC1C+VrkQbm8uNwuPJWjdaN8gxbsHi0mEuKaAIcvwCWEB0pgWSn21YRFOxz4M3cEDfb08xBsgthHENgbDBXvlQ8iryi50vVd8zM1ms9Ev8UIA5u77QQqRiTIb9u/hiLEWgDvP8lLhsYocodAo1XwuI2C8ywfzpSu6tLW5Nvnm/N85VlTkk2MK68stLGBrwVwAxrS93DcHrbhElhBCKWlMC6WmrP0cgGRHLxrH1fXNQd0fQrJElvcU5Zu9/+CTnmmAh865GkN3UOLI4LvNMpdMmCYt+gRN04lwtWJQi86+OWjZdBJ5j/EawyhvTHtxvnRFfzv7QnDVAXs+ry3+xifHFNb36qKvwF6A5ozjtp4jfHPQsqU+pTaDEKpJY1oosz8/l/TiNACu6+yl5bAqI/OmvW/fSrP3v04jiPXykLdSTeLqk+Qwq5y+t1qGegtwulysODQLgOFNRvnuwI3lPcbrjuyEY9lgr7BUkJeFh4TSuc4QAL7f8ZVPjimsb+aubwDoGjeMUIfDNwd112bIWAYup2+OKYSolDSmhTKTFk5DsxVjdyZydZcBvjuwuzGdsRx0l++OG0z2eH9JrMqM62CuB7u7aCEH8o/69NjCeqas/AXdcQhc4dzX10fDLwEanwVocHg75Gf77rjBxN0jl9wdQsJ9dtgJZ18LQJ5tI8syZE58sEvbvZljti0YhsZ9fbxceKyiBh0gLBaK8yFrre+OK4Q4hTSmhTK/7TWXkejT4ALvFx6rqEEHCKsDxXmwX6qyeoUP1peuzPXdh2Bz1kezFTEpbZpPjy2sZ+qm6QC0iOhPfGS07w4cEW++z4Asw+ct6RWKj/lQryatidbbA/DK4k98emxhPa8uNX8GYulE9+TmvjuwzQZN3FPWZASMECpJY1ooMXPLCorsuzEMOw/0vdq3B7fZIaWn+VwudD1P1yHDXcn7LJ8e2mazcXY9c87anIzvfXpsYS3bD2VxQF8JwG09fFDc8GSy3rR3ud+73cNdfWhkC3N5tfVH51BYUuzz4wtrKCgpYmPebwCMbnmp7wO4f/Z3p/n+2EKIMtKYFkq8s9JcRqKBLZWWdZN8H6CxXOh6TfZGc+3LkChI6urzwz/QdxyGYaPIvpNZW1f5/PjCGl5M+xRNcxHqasqFbXv6PoDUZvCegsNwYLP53Mc90wB39R4NrigMey5vL5vp8+MLa3hj8XdgzwNXDH/vPdL3AZr2NR/TZU17IVSSxrTwuSMF+ew4Ph+Aq9qPUROibHiUNKY9zn2XvEkvsPuoGEsFbesnU08zCxK9teIznx9fqKfrOouzzUbO4EYKLnKhvDGduQaKC9RkCFTuNezrtYEoH60CUUFMWARtowcBMGPrDJ8fX1jD19vNInQdY4YQGRLm+wDJ3cEeBgUHZU17IRSSxrTwuZfTvgR7ITZnXW7sMVRNiEY9QbPD0QzIzVCTIVDtXmg+NumrLMKYdmaxqe0F88g5fkxZDqHGp2vm4nJkY+ihPNDvSjUhYhub1ex1J+xdoSZDoHL39ivolXa7s6e5ZvkRYw3rs9KV5RBqLM/YxlHMmiv39PJh4bGKHGHlU9ZkqLcQykhjWvjcrPRvAOhZ93wcdruaEGHRkFS65qz0TnuOYZR/qDdV15i+JfV8NGc82I8zeZH0HAWb/63/AoDGoX1JjI5VE0LTKqxpL+8xHlU2X9o360tXZmCLTkS4WqNpBpMWSSGyYDN5yadomkGU3o7eTdqqC+KeNy3TSYRQRhrTwqd+276W4/btGIaNB/oqupvrJgWCPO/Q9vK1XxulKosR6nDQPX44AD/t/kZZDuF76TkHyHSaja1bu/m4uOHJ5ELX85xFsNcsLKei+FhFI5qaa5evODwLp0uWWQwWhSXFrM2dDcDI5peoDdNUipAJoZryxvSbb75J8+bNCQ8PJzU1lQULFpx226+++orzzjuP+vXrU6dOHfr06cOsWbN8mFbU1n+WfQpAXa0b7RukqA1TVglzodocgSS99AO9UU+frv1amfv7jsMwNApsW5m/U5ZACxYv/PEZms1JiDOF0e3VDQMGKqxpv0zWtPeUfavBVQSR9SChhdIo9/a9HFwRGI7DfLBCrkWCxVtLf8Sw54Irirv7KG5Mp5wNmg1ydsPRfWqzCBGklDamp02bxj333MPjjz/OqlWrOPfccxkxYgTp6ZXPP5o/fz7nnXceM2fOZMWKFQwaNIiRI0eyapVU7PUHuYUFbC34HYCx7a5QnAZo2s98zN4Ixw6pzRIoLDDE261LUjPiMIfyv156E0cENl3XWbj/BwAGJl/s2/XrK5PYEUJjoOiorGnvKbv/MB+b9jWH0isUFxFFi4hzAfh883SlWYTvzNj6JQDtogcTExahNkx4HUjsZD6XETBCKKH0SuPll1/m5ptv5pZbbqF9+/ZMnjyZxo0b89Zbb1W6/eTJk3nooYc466yzaN26NRMnTqR169Z8/72sJ+sPJqfNAPtxNGcCt6SerzoORNeHeqVzndJliJRHuHv5m6odful2aavLANic/zvHiooUpxHeNm3dApyOLAw9hAf6jVUdx1zTvvHZ5nO50PWMXaXvMc3OUZuj1N9SzUJkB/RVbD2YqTiN8LZV+3aSwzoA7j5L8VQ1N/fN693yHiOECsoa08XFxaxYsYJhw4ad8PqwYcNIS6taw0bXdfLy8khISPBGROFhM3d/DUBqwnBCHb5fMqlSzUp7p3fJUO9ay9kDOenmkDOFVXYruqPXReCqA/Z8Xl/yjeo4wsv+u+5zwCw8llzHIp8L7kbfrtNPYRJV5HKWFx9zjyxS7Pw2PQhzNUXTXLyUJiNgAt3Liz4pLTzWlnObd1AdxyS1GYRQSllj+uDBg7hcLhITE094PTExkaysrCrtY9KkSRw7dowxY06/VnFRURFHjx494Y/wvbk71lNg24ph2Li/j0Xu5kL5BZl76KCoOfcHecOuEBajNkup8JBQOtcZAsB3279WnEZ4056cQ+wrMYsJ3tzlKsVpKmhmDgNm10LQdbVZ/F3mGijOh4h4aGCRhgwwuNHFACw58BO6nOOAVVhSzJrcXwC4qPmlitNU4O6Z3r8BjucojSJEMFJegEw7ac6TYRinvFaZqVOn8tRTTzFt2jQaNGhw2u2ee+45YmNjy/40bty41plF9b2+zFw6JEHrSqekJorTVODuNcpaD8ePqM3i78rmS1ujx8htwtnXAnBU28jyjG2K0whveXGhWXjM4WzEpR2tMc0AgORuEBIFxw/DgU2q0/g3903PJn1B9Xz4Cu7vNxZDD8XlyObj1b+rjiO85N1lP2HYc8AVyQTVhccqim4ACS0Bo3zkhhDCZ5R9GtWrVw+73X5KL3R2dvYpvdUnmzZtGjfffDNffPEFQ4cO/cttH330UXJzc8v+7Nmzp9bZRfXkFhbw5zHzAmNMWwsUHqsoJgnqtgIMWSKrtixUfKyiXk1aE623R9MMXlki68EGIl3XWZBlFh4bkDxSfeGxiuwh0KR02oNMJ6kd9/+fxd5jEqNjaRJqZvpkwxeK0whvmV5aeKytFQqPnayJLJElhCrKrjhCQ0NJTU1l9uzZJ7w+e/Zs+vY9/Qfl1KlTueGGG/jss8+48MILz3icsLAw6tSpc8If4VuvLvoK7AVozjhu6zlCdZxTuXtSd8lQ7xrLPwAHt5jPFa/9WpmRLcxehHW5cygsKVacRnja9PULcTr2mYXH+lpoiLebzJuuPd1VPpWkmbVGvwDc3M38uct0LmVPjqwOEWjWZu3iiLEGsFDhsYrKipDJDTshfE3p7fv77ruP999/nylTprBp0ybuvfde0tPTGT9+PGD2Kl933XVl20+dOpXrrruOSZMm0bt3b7KyssjKyiI3N1fVP0FUwY+7zLmq3ePPt07hsYrcF7ryIVRz7ovc+u0h0iKFnyq4q/docEVh2HN5e9lM1XGEh01ZOxWARiG9SYm13s8fTSu8x8ic2prJWmcuMRZWB5K6qE5zikva98bhbIRmc/Liws9UxxEeNintUzTNIFJvQ//mHVXHOZX7OmbvSijKU5tFiCCjtDE9duxYJk+ezDPPPEO3bt2YP38+M2fOpGnTpgBkZmaesOb0O++8g9Pp5O9//zsNGzYs+zNhwgRV/wRxBgt2bqTA9ieGoXF/33Gq41TO3TOduQYKpUBdjVh0iLdbTFgEbaIGAjBj6wy1YYRHZeQeZm9p4bGbrFR4rKLk7hASCQWH4MBm1Wn8k/tmZ5Pe5pJjFmOz2ejf8CIAFmT9IIXIAkix08mqIz8DcGEzC82Vrii+KcQ1AcMF6TJvWghfUj6x7I477mDXrl0UFRWxYsUK+vfvX/a1Dz/8kLlz55b9fe7cuRiGccqfDz/80PfBRZW8Vlp4LF7rSpekZmrDnE5sI4hvBoYu86ZrKt3ajWmAO88yb+YcMdawPiv9DFsLf2EWHivB4Uzmik7WG/4LgCO0fLk4GQFTM2XzpS16joEH+l6FoTtwOvbx1QZZpihQvLPsRwxHTmnhMQtV8T5Zs9Lr513z1eYQIsgob0yLwJVXdJzN+b8BcEXryxWnOYOyYZgyb7rajh+BzLXmcwtf6A5q0ZkIVys0zWDSIilEFgh0XWd+5vcAnJt0kbUKj51M5k3XnK6X37Bz/z9aUOO4uiQ7zJsmH6z9XHEa4Slf/GkWHmsTNYjY8EjFaf5C89Jl+HbKe4wQvmThKw/h715b9DXYj6G54rjtLAsWHqvIXdBGqu1W366FgAH12kCdhqrT/KXhTUYBsOLwLJwul+I0ora+3JBWWnjMwYP9rlYd56+VNab/AMNQm8XfZG80b9qFRJnr2FvYdZ3HArCnOI39+VLPxd+tz0ovKzx2lxULj1Xkfo/JXA2F8rMnhK9IY1p4zfc7zcJjXWOHER4SqjjNGbh7VPetgqJ8tVn8zc7SIWXN+//1dhZwX9/LwRWO4TjMBytmqY4jamnKGrPwWHJIbxrH1VWc5gySe4AjQuZN10TZfOle5lJjFnZ1lwHYnYlotmJeWii90/7upUUflxYea83AFp1Ux/lrsSkQ31ymrAnhY9KYFl6xYOdGjtk2Yxga9/Wx+N1cMIt3xJYW79gjxTuqxY8a0/GR0bSIMHN+vnm64jSiNjJyD5NRYs5LvbHzlYrTVIEjtMJ60zKdpFrc7zEWnkbiZrPZ6NPgAgB+2/u94jSiNoqdTlYeNm+6XtDUooXHTlY21FvmTQvhK9KYFl7xypKPAIinC92TmytOU0XNZL3pasvPhgObzOfNzlWbpYpu72EOBz6gr2LrwUzFaURN/fuPT0oLjzVkbGf/+Nk7Yai3qBrdVT7PvMVApVGq6oG+V2MYdortu/lxy3LVcUQNvb30RwzHEXBFck/fy1THqZqyImQyb1oIX5HGtPC4QwV5bC0wC49d1d4Peozc3Be6cke36tz/V0mdLbm+dGUuaJtKmKspmubipbRPVccRNaDrOguyvgVgUPIoaxceq6jietMyb7pq3PM/w+pAw26q01RJy7pJ1Lf1AOCdlbLmtL+a9uc0ANpFD7F24bGKyuZNrzXrDAghvM5PrkCEP3nxj8/BXojNWZfbelq88FhFzQeYj/tWSvGOqiob4j1AbY5qGtzoYgCWHPhJ1oP1Qx+unIPLkY2hh/HQORYvPFZRo9J508cOwIEtqtP4hx3zzMdm54DdoTZLNVzV/goAdh5fwJECqcPhbxanbyGX9QDc3/t6xWmqoU5DqNsKMGC3LM8mhC9IY1p4lK7r/JJhFh7r02AkDrtdcaJqiGtsfggZugzDrCo/mi9d0f39xmLoobgc2Xy8+nfVcUQ1/W+DWXisefi5JMXEK05TDY6w8nnTMgKmanaWNqb97IbdTT2GYXPWBXshk9KkPoO/mbT4IzTNoI7Rid5N2qqOUz3uKVcy1FsIn5DGtPCorzYsosS+B0N38Ei/a1XHqT73BduOuUpj+IWcdDiyEzQ7NOmjOk21JEbH0jTMnCP/vw1ScdefrM9K56CxEoC7e/pRj5Gbe97vDrmJc0YlheVVif1kvrSbw26nZ11zZNbP6V8pTiOqI+f4MTbn/wrAFW3GKk5TA7LetBA+JY1p4VHvrvkEgEYhfWiW0EBxmhoou9CdpzSGX3B/UDfqAeF11GapgfHdzZs9+11L2ZSdoTiNqKp/L/wITdOJ1FtzXutuquNUn/s9ZucCcDmVRrG8jKXgLIToJKjvZ72DwCPnXIeh2ymy7+KrDTLk1l+8tPALsBegORO44+yLVMepPnfP9P71UHBYbRYhgoA0poXH7Di8n30lZi/Cbd39YDmsyjQ/F9Dg4BY4uk91Gmvz0yHebiPbn0WEqyWapvPcHx+qjiOqoKCkiNW5PwNwcfPLFaepoaSuEBEPxXmwd4XqNNZW8T1G09RmqYHW9RqS7OgNwDurPlacRlSVeyTB2fUuINThP/P0y0Q3gItfh9vnQXic6jRCBDxpTAuP+fcfH6PZnIS6mnBJ+96q49RMRDwkdzOfy5zG0zMMv29MA1zcYgwAq3J+oqCkSHEacSavpn0D9qPgiuGePn6yVM3JbDaZTlJV7hFCLfxrvnRFt3UzR8DsLVnE9kNZitOIM/lm42KK7LswdDsP97tOdZya63EdNOxqvt8IIbxKfsuERzhdLhYf+AGA4SmX+s9SNZUpG+o9V2UKazu0HfL2gT0UGvdSnabG7u1zGbhiwH6UyWkyr9HqvtnxBQBdYocRFRamOE0tyHvMmRUeLe+597PiYxVd2rEPoa6maDYnz/3xkeo44gzeXmmOIGjo6EXreg0VpxFC+AM/bvEIK3ln2Ux0xyFwRfDgOX5YsKOiihe6shZs5bab64jTuBeERKjNUgtRYWF0iz0fgG+2S8VdK/tt+1oKbH9iGBoP9r1BdZzaaTnIfMxYCkV5arNY1e40MFyQ0MJcacFP2Ww2RjQxR1EsPfgjxU6ZJ29V6TkHyChJA+DmruMUpxFC+AtpTAuPmLrZrIjcJmow8ZHRitPUUuNeYA+DvEw4uFV1GmtyN6ZbDlabwwMeOedGDMPGcftWZm6ROaxW9epSs1evrtadbg2bqQ1TW/HNzD+602w0ilP56ZJYlXnwnLHgisRwHOE/i79THUecxvMLPkGzOQlxpTCm0zmq4wgh/IQ0pkWtLcvYRg7rALjnbD+eY+QWEgFNSud8yzDMUzmLy9evbDVEbRYP6JjYmAa2ngC8sUKGYVrRgfyjbC80G1fXdLhacRoPcY+A2S5LZFUqAOZLu8WGR9Ih5jwApm+VpfisyOlysTDbvNExtNEl/j1VTQjhU/JuIWrtxbT/omkGMXoHzm3eQXUczyhbvkaWyDrFniVQnA9R9SGxs+o0HnFTF7P6/O6iP9iTc0hxGnGy5xZ8imYrwu5swI09hqqO4xktSod6yw27Ux3NhOwNgBYQPdMAD/a5AcPQyLdtYu6O9arjiJO8t2IWuuMg6OE8fO5VquMIIfyINKZFrRwqyGNT/mwAxrQNoA+gssb0fHCVKI1iOdt/NR9bDg6YSqFXdxmAw5mMZivhuQX/Ux1HVOB0ufht3wwAzkm8GIfdrjiRhzTvD2hwYBPkSZXnE2ybYz42SoXIBLVZPKRnSivita4ATF4qI2Cs5pONnwDQMmIgdSNjFKcRQviTwLgSFsr8a94nYD+OzVmPO3uNVB3Hcxp2hYgEKDoKGctUp7GWAJov7Waz2RiacikAC7O/w+lyKU4k3N5bMQuXYz+GHsY/BgTANBK3yATzfQakd/pk7sZ0qwAZhVDq2tIpCtuO/87+/FzFaYTb/J0bOKqtwzA0Hupzs+o4Qgg/I41pUWMVe4z6J10SOD1GADZ7+XzgrbPVZrGS/AOQucZ8HkCNaYBHzr0aXOHojoO8s2ym6jiilLvHqHXEYJJi4hWn8TB3VW/3DSoBLifsKJ1HHmCN6Zt6DMPubIBmK+LfCz5THUeUemnxBwDEa13p27Sd4jRCCH8jjWlRYxV7jB7vf63qOJ7XyiwYwzZpTJdxX+QmdYboBmqzeFjdyBjaRJk3UD7bPFVxGgEwd8f6sh6jh/sGYI+Ru7G4bQ7outosVrF3BRTmQngcNOqhOo1HOex2zk0aBcBv+76SETAWsCfnEDsK5wJwY8cAvI4RQnidNKZFjQV0jxGU9kxrkLVO5jS6baswXzoAPdjnRgxD46i2TooEWcDLS6YAZo9R7yZtFafxgsa9IKwOFByCfatUp7EG9xDvloPNEUIB5vH+12LoYbgcWby7/CfVcYLevxZ8iGYrweFM5oZAKW4ohPApaUyLGqk4xygge4wAoupBcnfzubsRGcwMo8J8af9fEqsyvZu0JUHrBsBLi99XGybIBUWPkT2kvNjh1l+URrGMAJ0v7ZYUE0/bSPPf9snGjxWnCW6FJcWklS6HNbzx5bIclhCiRuSdQ9RIxTlGAdlj5FY2DFOGerN/PRzLhpDI8nW4A9CtXW4AYFfRPHYc3q82TBALmh6j1sPMR3mPgWMHy3voA2AN+9N5tN8tGIZGnm0js7euVh0naL226BsMx2FwRZo1M4QQogakMS2qLSP3MDsKzfWXA7bHyK116bzp7b+ZhXGCmbt3vtm54AhTm8WLxnUdSKirCZrNybPzp6iOE5SCqsfIfcNu70qzwF8w2/47YJjr18ckqU7jNT1TWlHflgrAy0tlBIwqX277HIDOdUYQFxGlOI0Qwl8F8BWK8JZ/zf8QzVYc+D1GYK5zGhFvFsTZu1x1GrXcVc0DuMcIzGWyLm52JQDLDn9PXtFxxYmCz+uLvw2eHqM6DSGpC2CUr+EerMqGeAf2ewzA+G43AbCneCFbDuxTnCb4fL9pKcftWzEMG4+fG6BT1YQQPiGNaVEthSXFLMz+FoBhKQHeYwRmARx3sa1gXiLr+BFIX2Q+bzNcbRYfeKDfGDRXLNjz+PeCz1XHCTrTt5rV1IOmx8g91DuY503revnNhACdL13R2C7nEuZqXjoC5gPVcYLO6yv+C0CSvRcdExsrTiOE8GcB3hISnvZy2oyyHqNH+wd4j5Fb2RJZc9TmUGnbr2C4oH57iG+mOo3XRYWF0auuuYTNzPQv0GXZIp/5ZuPish6jx865SXUc33BPJ9n2a/BOJ8laA8cOQGi0WeU8CFza8ioAVufOJLewQHGa4LFh/x72Oc2bw3/rcYPaMEIIvyeNaVFluq4zY7u5HFa32IuCo8cIyoccZq6G/GylUZT5c5b5GAS90m5PDLgJQw+hxJ7BhyuD+EaKj722/D0Aku196JTURHEaH2nU01xXuTAneKeTbPnZfGwxEByhSqP4yn19L0NzxoM9n+fmf6o6TtB4Zv47aJqLCFdLLuvYV3UcIYSfk8a0qLKPVv1KsT0dQ3fw1MBbVcfxnegG0LCb+TwYh2G6nOWVhtucrzaLDzWOq0vL8EEATFn/keI0wWFx+hay9WUA3N/7dsVpfMjuKL9pF6zTSbbMNB/bXqA2hw+Fh4TSr8FoAGbtmS4jYHwgK+8IG/PNm8NXtb1ecRohRCCQxrSosvfXmXOMWoQPomXdwK20Win3Bd7mmWpzqJCxzJwzHREPKWepTuNTD/U1l7DJ1dYyd8d61XEC3sSF76BpBnWMzgxv3V11HN8qmzc9S20OFXL3QtZaQAuq0S8A/xxwA4YehtORyTvLf1YdJ+A9NXcK2AqxOxO5q/fFquMIIQKANKZFlczauoqj2joMQ+OxfkHUY+TWdoT5uP03KAmy6s5/ll7gtTrP7EELIv2atidB6wbAC4veURsmwG0/lMWOwrkA3NL5RrVhVGg1FNAgax3kZqhO41t//mQ+Nu4FUfXUZvGx5DoJtI4wi1x+tOG/itMEtmNFRaQd+BqACxpfhcNuV5xICBEIpDEtqmTSkncBqG9LpXeTtorTKJDUGWIbg/M47JirOo1vBeF86Yru6H4LAOklC1ifla44TeB6au57aLYSQl1Nub574C+NdIqoetCkt/k82EbAbCltTLcNnmkkFT3R/28Yho1jts3M2JCmOk7Aem7BZxj2XHDV4dEBQVJAVQjhddKYFme0NmsX+5zmB/xdqbcpTqOIppX3Tm8JogvdI7vgwCbQ7EGxXE1lruzSnwhXazTNxZPz3lQdJyAdKshjde4PAFze8trAX3LvdNpdaD5u/kFtDl8qyoOd883nQTRfuqLuyc1p5OgHwGvLZQSMNzhdLn7cbS6516feaGLCIhQnEkIEiiC9YhHVYVa+1InU23Bpxz6q46jjvtDb8rO5Jmow2Pyj+di0L0TEKY2i0vUdzGHHWwpmk55zQHGawPPM3I/AXoDNWZf7+12mOo467veY3QvNOgXBYPvv4CqGhBZQr43qNMo80vdvABxmJb/vWKc4TeB5a+kPOB2ZGHoYTw28WXUcIUQAkca0+EsZuYfZfMysLntNu+sUp1GsaT8IqwPHsoNn+ZpN35uP7UeqzaHY386+kBBnCpqtmH/+9q7qOAGlsKSYuZlfAjAk+QpCHcE1L/8EdVuaa7nrzuCp6u0e4t1mhDkCKEgNatGZeHoA8HzaW4rTBJ5PNpsrMrSPGkZynQTFaYQQgUQa0+IvPf7rW2i2IhzOZP529kWq46jlCIXW55nPg2God95+SF9sPncPPw1SNpuNy1peC8DKnO84VJCnOFHgeG7+VHTHIXBF8c8BslRNUA31djnLCxwG6Xzpiu7uYU6j2utcyOrMXWrDBJCpa+ZRYNuKYdj5Z/8gnaomhPAaaUyL08rKO8LKnG8BuLzl9VL5EioskfWj2hy+sOVHwIBGqRCbojqNcvf3uxybsx7YC3jytymq4wSEYqeTb3f9D4BedS8hPjJacSILcDemt86BkkK1Wbxt9x9w/DBE1oUmfVWnUe7yzv2I0tuiaTpPS30Gj3l91dsANA3tT5ekZmrDCCECjjSmxWn947d3wX4cu7MBD54zRnUca2h9HthC4OCfkL1ZdRrv2lTaMxbkQ7zdwkNCGZZyJQDzs7/kWFGR4kT+78U/vsDlyAZXBP8aMl51HGtI7g4xyVByDHbOU53GuzaaN2tpd1HQLbt3Ojd1Mufzbj0+hx2H9ytO4/9mbEgjT1uPYdh44py7VMcRQgQgaUyLSh0qyGPJIXM9xpFNrw3ueYwVhcdCS3NNUDZ+ozSKVx3PKb+QbyeNabcnBl4HrjoY9hz+b97/VMfxa06Xiy+3m/MYe8SNIjE6VnEii9C08t7pTd+pzeJNuqu8JkOHi9VmsZBbUocT6mqCZivhH7/J3OnamrzM7OFv5OhHryatFacRQgQiaUyLSv3z1/fBfgybsy6Py3qMJ+o42nzc8I3KFN715yyzCFL99lCvleo0lhETFsE59c1q0z/t+ZSCEumdrqlX0r7G6dgHejj/GvI31XGsxd243PQDuErUZvGW9MVw7ACEx0HzAarTWIbNZuPqNjcBsDbvB3YdzlacyH99v2kZOdoaDEPjH/3uVB1HCBGgpDEtTpFz/BgLDkwH4PyUcYSHhCpOZDFtLzCHeh/YBAe2qE7jHe4eMRnifYqJQ24DVwy64xBP/ya90zWh6zpTt5rzzjvHXEhKrFTXPUHTfhDVAApzYEeADvUuG+J9IdhD1GaxmHv7XlK6ekARj/76H9Vx/NakpW8AkGTvzbnNOyhOI4QIVNKYFqd4au6HYM9Dc8abw1rFiSLioOUg83kg9k4X5cG2Oebz9kFewb0S8ZHRnFv/CgB+yvhE5k7XwBtLvqfEvgdDD+XZwdIrfQqbHTqMMp9v+EptFm/Q9QpDvEepzWJBNpuNa9reCsC6/Jkyd7oGZm9dzSFWYBgaj/WVXmkhhPdIY1qcIK/oOL/t+xyAocljiQoLU5zIojqMNh8Dcd705h/BWQh1W0FSF9VpLGniULN32nAcNm8+iSrTdZ2PNn0AQPuo4bRISFScyKI6XmI+bvoBnMVqs3ja3uWQtw/C6kCLgarTWNI9fUcT6mpc2jv9uuo4fue5RWaPfn1bTwa3lM8xIYT3SGNanODxOe9jOHLQXLE8OehG1XGsq13pUO/sjXDgT9VpPGvdl+Zjp8vNYkjiFHERUQxoMBaAWRmfkFd0XHEi//Hm0h8psu/E0B3836A7VMexriZ9IDoJinJh+2+q03jWBrO4JW2Gg0Nu2FbGZrNxbTtzTeQN+T+x/VCW4kT+Y862NWTrSwF4uLf0SgshvEsa06LMoYI8ft8/FYDzkscRGx6pOJGFRcSX96i4LwwDwbFDsON383nny9Vmsbhnh9xiVvZ25PDkbx+qjuMXnC4XUzaY1XU7RF1Au/qyfvlp2WwVih0G0HuM7oL1M8znneQ95q/c3fvi0srexTz6m/ROV9UzC19G0wzq0pPz2/RQHUcIEeCkMS3KPDz7TbDnYXPW5ZlBN6mOY32dLjUf100Hw1CbxVM2fmNW8U7qAvVkGZG/EhcRxeCkqwCYk/mZ9E5XwQt/fEGJIwNDD+OFoRNUx7E+91DvzT9CSaHaLJ6ycx7k74eIBGg1RHUaS7PZbFxf2ju9Mf8nth7MVJzI+mZsSOMIKzEMjSfPvU91HCFEEJDGtAAgI/cwSw6ZvQWjm90oc6Wrov1IcETAoa2wb6XqNJ7h7jGSXukqeWbwTWiuWAx7Do/NeU91HEsrLCnmi23vA5AaewnNEhooTuQHUs6GOo2gOA+2/qI6jWes/cJ87HiJVPGugjt7jyTM1RTNVsLDcyarjmN5Ly2dDEAjxzkMatFZbRghRFCQxrQA4OE5r4H9OA5nEo8PGKc6jn8IizGXdQFYM01tFk/I3Qu708znHS9Vm8VPxIZHMiz5GgDm7v+MrLwjihNZ1zO/f4zLkQ2uKF4YJvMYq8RmK7+xteZztVk8obigvIp3lzFqs/gJm83GrZ3M2gJ/Fs5iWcY2xYmsa8ryX8i3bcIw7EwcdL/qOEKIICGNacH2Q1msOfoDAFe3uY1Qh0NxIj/S9Urzcf0McJWozVJbG74GDLPwUVxj1Wn8xjNDbsTubAD2Y9z/y6uq41hSXtFxftjzIQDn1h9LYnSs2kD+pKs5lYCts+DYQbVZauvPn6A4H+KaQONeqtP4jdvPvoBovT2a5uKx319UHceSdF3nzbVmBe9W4eeR2qil4kRCiGAhjWnBfb+8iGYrItTVhPv7XaY6jn9pMQii6kPBQf+uuGsYsPoz87kM8a6WyJAwxrUZD8Cao9+xKTtDcSLrefiXt8tWCZg49DbVcfxLg/bQsJtZy8A9DcNfuYd4d75CVgqopkd6mT2tWXoa329apjiN9byS9nXpKgEhPD9E6jEIIXxHGtNBbu6O9WwvmgPA37tMwGaTH4lqsTvKK9L68zDMfasgewM4wqXCbg3c3+8ywl0t0GwlPDBHeo4q2nU4mwUHzFUCRjS6nriIKMWJ/FC3q81H9w0vf3TsEGwzP2voLEO8q2tUh140sPUG4LnFkxSnsZZjRUX8b8sbAHSJuUhWCRBC+JS0nILcPxf8G03TiaMbN/UcpjqOf+pqrjfMlplQeFRtlppa9Yn52H4kRMQpjeKPbDYb96TeC8Du4rnM3bFecSLruOeXF0vrMSTzf0Nk7foa6XQZ2ByQuRqyN6lOUzNrp5m96w27QoN2qtP4pYkDHsIw7OTZNvDeslmq41jGw7PfRnccAFc0r5wvc6WFEL4ljekgNmX5L+SwGsOw8a/+j6iO478adoN6bcFZCOu/VJ2m+kqOw7rS3N2k+FxNjes6kDi6oWk6/1zwb9VxLGHBzo1sKzSrUN/R5T6px1BTUfWg9XDz+ZqparPUhGHAyo/M5z2uU5vFj/Vq0ppW4ecB8Na6yRQ7nYoTqZeec4B52Z8CMKLRjVKPQQjhc9KYDlLFTif/WfMKAK3Ch9G/eUfFifyYppVfIK74UGmUGtn8IxTlQmxjaD5AdRq/9sy5D2EYNnJYzTtLZ6qOo9zj859H03RijS7cetZw1XH8W7fSQmRrpvlfscOMZXBgs7mUYOcrVKfxa5POux9cEZTYM3hszvuq4yh3z88vlY18eXbITarjCCGCkDSmg9TTv/+PEkcGuMJ5edgDquP4v25Xgz0UMtfAXj9bc3rVx+Zjt3HmUjyixga16EzbiBEAvLVuEseKihQnUue/K2ZzhFUYho3/k5Evtdd6uFnsMD8LtvykOk31rCjtle54CYRLz2FttKybxKDEawGYte+/pOccUJxInQU7N/Jn4c+AjHwRQqgjV85BKCP3MN/tMe9o96t/JS0SEhUnCgCRCdBhlPncn3qnj+yGHfPM5+6eL1Err494CFzRuBzZPPjLm6rjKFFYUsxrq18CoGXYUAa16Kw4UQBwhEJ3sxHF8ilqs1RH4VHY8JX5XIZ4e8QLw27H4WwI9gLu+ul51XGU0HWdx+ZNlJEvQgjlpDEdhP4+819gz8PuTGTSsDtVxwkcqaXFldZ96T+FyJZ/ABjQYiDEN1McJjAk10lgZMotAMw/+CmbDwTfUln3/fwGTsc+cEXyyvCHVMcJHKk3ABrs+B0ObVedpmrWfwklBWZdiSa9VacJCOEhodzV1RxRtr1oNrO2rlKcyPdeSfuaHG0NhmHn2f6Pqo4jhAhi0pgOMt9uXML2otkA3N31IaLCwhQnCiBN+0K9NlByDNZNV53mzEqOw8r/mc/PlrV/PemZITcQ6mqKZitiwqyJquP41NqsXcw/aBYEujDlFhn54knxTaG1WYDKL3qnDaN8pE6P62RtaQ+6qecw6mk90TSDJ/54Fl3XVUfymQP5R/loy2QAukRfzMAWndQGEkIENWlMB5Fip5P/W/x/aJpBoq2PLIXlaZpW2nMELP+veSFpZeu+hONHIK4JtDlfdZqA4rDbefgsc57wPtcCPl71m+JEvjPhl6fRbEWEu1pIQSBv6Hmz+bj6U/OGmJXtWWLWkbCHQVeZRuJpLw35B4buoMD2J0///rHqOD7z95n/xnDkoDkTeOMCGfkihFBLGtNB5LE571Nk3w16OK8Pf0J1nMDU9SqzYu3+dbBrgeo0p2cYsPQd8/lZt4DNrjZPABrT+RyahAwCYNLKf5FbWKA4kfe9ueQHDhrLzaJj5zyJwy4/Vx7X+jyIbWLeCNvwjeo0f23xW+ZjlzEQVVdtlgCU2qglvROuBOCr3W+y9WCm4kTeN3vrajYW/ADArR3uIz4yWnEiIUSwk8Z0kNh8IINZ+8xhgQMbXEv7BimKEwWoyASzsjdA2n/UZvkr6Yshax04wsuLGgmPe+fCp8BVB5cjm7/98ILqOF51pCCfd9ZPAqBtxAjOb9NDcaIAZbNDzxvM54vftO4ImNwM2PS9+bz339RmCWCvXXAPIa4UsBfwt5+eVB3Hq5wuF48veBpN00mgB3f1GaU6khBCSGM6GOi6zm0zHwP7cUJdjXlx2HjVkQJb7zsADbbOggN/qk5TOXevdOcrzBsAwitSYhO4rvW9AKzN/5qf//SzZdOq4Zbvn0V3HERzxfLmhVIQyKtSbzRHwGSthZ3zVaep3NL3wHBBs3MhsaPqNAErMiSMJ3o/iWFo7NcX8Z/F36uO5DX3z3qL4/ZtGHoorw57WnUcIYQApDEdFJ6d91npeq92/nXOs4SHhKqOFNjqtYK25lrDLH5DbZbKHN4JG781n/e6XW2WIPDguZdTl1Q0TefxP56g2OlUHcnjPl0zly3HZwJwe4eHSYyWtYS9KjIBul9jPk97XW2WyhTllRcek15prxvdoTftIi8E4N0NL7A/P1dxIs9bnL6FX/ebo+uGJd1Et4bN1AYSQohS0pgOcJsPZDB9p3mx1TP2Chl66St9SpccW/M5HDuoNsvJ0l4DQ4eWQyBJ1v/1hbdGPAuucIrtu7njx0mq43jUkYJ8Xlj+DJpm0Mjen7/3Hqk6UnDoUzoCZtts2L9RdZoTLZ8ChTnm6gZtRqhOExTeuegxbM66GI4cbvousGqiOF0uJvz6KJqthCi9LS/I6DohhIVIYzqA6brOrTMfBXsBIc4U3rzoAdWRgkfTvpDcHZyFsOQd1WnK5e2HVeayRZx7n9osQaR9gxQubmz20C0+MpXvNy1VnMhzbvzuaXTHATRXLO+P/D/VcYJHQgtoX3rjYuFkpVFOUFJYXi+i3z1gk8sMX6gbGcM93R7HMDTSS37jlYVfq47kMff89B8KbFsx9FBeP+95KWwohLAU+ZQLYPfNeoscVmPodp4951kiQ2RNaZ/RNOg3wXy+5G2z8q4VLH4DXEWQcjY07ac6TVD5vyE3lA73dvHPtEc5UpCvOlKtvb7oW7YX/QzA+I6PkBIr8+99yn1DbN10OLhVbRa31Z/AsWyIbWxW8RY+c2PqebSPvAiAKVv+zeYDGYoT1d6PW5Yz98B/ARiWdAtnpbRSnEgIIU4kjekANWvrKuZkvQ/AwPo3ckHbVMWJglD7UdCgAxQdhUVvqk4D+Qdgqfkzwbn3mQ1+4TM2m40PR76A5orF5cjmum//qTpSrWzYv4d3Nz0HQKuwEdzR6yLFiYJQcndzGLWhw/wXVacBZxH8Mdl83vcusIcojROMpoz6Jw5nI7Af45YfH0LXddWRauxQQR6P//Ewms1FHN14abjU+BBCWI80pgPQkYJ8Hpn/EJrNSazRhdcuuEt1pOBks8HAR8zni9+CgsNq8yyYBCXHSi/Az1ebJUg1S2jAnZ0fB2BX8RwmzpuqOFHNFDud3DzzPrAfI8SZwv8ukcq6ygx82Hy0Qu/08v9C7h6IaShL7ikSExbBC/2fx9Ad5GrruP17/63RMO6rR3A5stFcsXw8chI2mTIghLAgeWcKMLquM2bGAzgdWeCK4SP5AFKr3UhI7ATFebDwVXU5ctJh+Qfm8yFPSK+0QredNYIOkeb6qJ/teInftq9VnKj6bv52IsdsmzH0UCYPfomYsAjVkYJXcndoe4HZO/3bs+pyFOWV944PeBhCI9VlCXLnte7GiGSzSNeiIx/z3xWzFSeqvn/M+S97XfMxDI37uz1Ns4QGqiMJIUSlpJUVYO6a+RpZ+kIMw8b9XZ+hZd0k1ZGCm80Gg/9hPl/8FhzZrSbH3H+Dq9hc87XFIDUZRJmPRj9BlN4WzVbMfXPv86ulbF5c8CWr86cDcFmTu+nfXNYQVm7Q44AGG7+B9CVqMix6EwoOmoXR3Mt2CWX+fd6tJNvPRdMMXl7zBOuz0lVHqrIZG9L4Zs9rAPSoM4brewxRnEgIIU5PGtMBZMryX5h30CzUMaj+zdyQOlRxIgGYQ6qb9zcLf815yvfH37sSVpdW8JZeaUsIDwnl45Gvl86f3s8VM+72i/Wn52xbw0fbngegddgFPD3kesWJBABJnaBH6bDqWY+Cr+fJ5u4tH3kz6HGZK20BNpuNzy99gRBXCtjzuWHm3/2i6OGm7AyeXmJOU4unO1NGPao6khBC/CVpTAeI+Ts38Mraf6JpOg3t5/DqiDtVRxJumgbD/gVosOEr3/Yc6TrMfBAwoPMYaHy2744t/lLreg35x1nPY+h2jrCSq2b8Q3Wkv7T1YCb3z7sHzVZElN6Ozy6TZbAsZdA/ICQK9q6A9V/69ti//MOsx9C4F3S81LfHFqcVHxnNm0MngyuSIvsuLpl+J06XS3Ws0zpSkM+1P9yBYc/F4Uxi+mWvyzJYQgjLk8Z0ANiwfw93/nYH2AsIczXji8teknnSVtOwS/nQxx/uBWexb4675jPYuxxCo+G8Z3xzTFFlYzqfw5XNHwLgz8IfmTDzP4oTVW5/fi5XfncruuMgmjOBz0b9h/CQUNWxREUxiXDOvebzWY/5ruDhzvnmTULNBhe8JOtKW0zvJm15uId50+4QK7jSojftCkuKufiL8RTZd4IrgjeGvk5idKzqWEIIcUbyqefn9h09zLU/3obhOIzNWZ9po94jLiJKdSxRmaFPQ2RdyN7gm2Jk+dnwS+nySwMehjoNvX9MUW3/GHg1veLMGy2/Zr/Lc/OmKU50omNFRVwy/TaK7bvBFcUbg9+iRUKi6liiMv3uhnpt4NgBmO2DpddKjsOP95vPe95k3jQUlnNNt0GMafYAAFuO/8B4i1X41nWd0dPuJUdbg6E7eCT1Bfo2bac6lhBCVIk0pv1YVt4RRn95EyX2DHDF8P7wd6XgmJVF1YXzzfmmzH8BDmzx3rEMA76fAMcPQ2Jn6DXee8cStfbuyAdpGjIETTP4dOdEXlwwXXUkwGxIXzRtPHm2jRh6KE/1eplzm3dQHUucjiMMLn7dfL7qE9gx17vH+/UZOPgnRCeVF1oUlvTEoGvKbtotPPwhd/6gcHWJCnRd5/IvHi2t3G3j5jZPMK7rQNWxhBCiyqQx7af25BziounXcdy+HVwRTOzzKmeltFIdS5xJ5yug1XlmZe0ZN0NJoXeOs2YqbJkJthC45G1wyJBcK7PZbHw15iUa2vqhaTofbX+WSX/MUJopt7CA8z+/hYPGcgzdzt87/h+XdeyrNJOogia94axbzOdfj4djB71znJ3zYfGb5vNR/4GIeO8cR3jM+6Mepmv05QDMO/Q+9/z0htI8TpeLiz+/j61FMwG4OPlu7u13idJMQghRXdKY9kNbD2Yy6qtrKbLvAlckE/u8wcj2Z6mOJapC0+Di18zh3lnrzMq7nrZ/I/xoDulj0GNmpV9heaEOBz9c9R+SbH3RNJ3/bnuGx375QEmWQwV5jJh6EzmsxtAd3NHhWf529gVKsogaGPq0Odw7L9NsUHu6undeFnx1m/k89QZofZ5n9y+85n+X/JOOkaMB+DX7ba776ll0X1d/x5wjfeHUu9hd8iuGoXFhw7uZOOxmn+cQQojaksa0n5m9dTWXfXslJfY94Irm5XPfkYa0v6mTDJe+C2iwfAqsnuq5fRcchs+vMivrNh8A/SZ4bt/C60IdDr6/8nUa2s9B03S+z5zM1V8+5dOL3bVZuzjv87Hk2TZg6KHc3+UF7uh1kc+OLzwgLBqu+BAc4bBtNsx/0XP7dhbBtGvNhnq9tjDsWc/tW3idzWbjs8uepkv0ZQCsypvGiM/u5FhRkc8yZOQeZvCn17PPtQDDsDGm6UM8P+xWnx1fCCE8SRrTfuSF+V9w3x+3lhUbe3PQB5zXupvqWKImWg2F/qW9x9/dCdt+rf0+Swph+g1wZBfENTEvpm2yrIi/CQ8J5eer3ygbjrnu2AyGfHIz+456vzrzJ6t/Z9zMcWU3657o+So3pkqvo19K7AgXlDai504051DXlq6btRgylkJ4LFw1FcJiar9f4VM2m41PL3uK85PuxDBs7HMtYPBnV7Fh/x6vH/u37Wu56Msx5GnrMfQQbmr1JE8MusbrxxVCCG/RDMMwVIfwpaNHjxIbG0tubi516tRRHadKDhXkccO3T7CreA4AkXobpo16i2YJDRQnE7Wi6/DVLbB+hrk+7HXfQuMajjJwFsHn48xeqJAouHkWJHX2bF7hc4/N/oDv9r6GpunYnHV5/OxnGdP5HI8fp7CkmNu/f5EVR6ehaQYOZzLvDX+DnlKHwf/NeQr+eAU0O4z5CNqPrNl+dB1+uAdWfmQug3X1dGg91JNJhQL/Wfw9b296Gs1WBK4obm33KHf3HeXx4+i6zkO/vMvPme+g2Zxorjj+1edlGVkXwPzxeluImlDeM/3mm2/SvHlzwsPDSU1NZcGCBX+5/bx580hNTSU8PJwWLVrw9ttv+yipGv9Z/D2Dpl5U1pDuEDmK36/5TBrSgcBmg9FvmcOxS47BRyNhy0/V30/hUfj8arMh7YiAcV9IQzpATDzvZp5KfRPNmYDuOMQzK+5g1NT7yco74rFjfLHuD/p+PIqVeZ+jaQbJ9nP5eewX0pAOFEOehK5XgeGCL64zp5ZUl7MYvr+rvCF9ybvSkA4Qd/YeyTuDPybEmQL2Y7y39R8M/t8tbD6Q4bFjzN2xnj4fXcGs/W+g2ZzEGJ2YPnKaNKSFEAFBac/0tGnTuPbaa3nzzTfp168f77zzDu+//z4bN26kSZMmp2y/c+dOOnXqxK233srtt9/OwoULueOOO5g6dSqXXXZZlY7pL3fKpq1dwOQVr5Nv2wSA5ozn750f4XYpAhR4ivJh+vWwbY55oTr4H9DvnqoN0c5aDzNugQObzPmRV0+DFgO9nVj4WEbuYW767jEy9YXmC65I+tUfw7+G3EbdyJoNs52zbQ3/SnuVg8aysn1e3uxOnhx8rYdSC8twOc1e5VUfm38/+3Y472kIiTjz9+akw1e3Q3oaoMEl70DXsd5MKxTILSzglu+eZVPBD2iagaGH0CXmIp4fehdN4urXaJ8r9m7nyXmvs6t4LprmwtBD6F/vWl674G4cdpmCFOj85XpbiNpS2pju1asXPXr04K233ip7rX379owePZrnnnvulO0ffvhhvvvuOzZt2lT22vjx41mzZg2LFi2q0jGt/Mu99WAm7634nt/2fm9W6gYMw067yBG8dcGj1I+2Vl7hQa4S+OHe8ovd5O5mj1KLgWYF8JMdOwgLJ8Pit0EvMdd5veozaJTqy9TCx95bNos31r6Ay5FtvuAKp2XkQK7pOJrRHXqf8QI1I/cwU1bO5Kdd35XdqDMMjUaOc3hzxBOyTn0gMwyY+xzM+7f594QW5ntM+5GV37gryoOl78KCl6E4H8LqwGUfQJthvs0tfOrbjUv4v8XPll+D6A4ahfRhbLvRXNl1AJEhYX/5/UcK8vlw1Wy+3vYNh43VaJpZPDHO6MorQ5+SES9BxMrX20J4krLGdHFxMZGRkUyfPp1LLilfV3DChAmsXr2aefPmnfI9/fv3p3v37rz66qtlr3399deMGTOGgoICQkJCznhcK/xyL8/YxuztK8gpPEpOUS7pebvYX7TDLPpTyjDsNA45h2cH3ktqo5ZKcgofMwxY/Rn89DAU55mv1W1lrktdv63Z85yfBelLzF5svcTcpu0FMPJViJah/8GgsKSY/5v7CT+kf4zuqLCGsCuaOHsrGkc1p0FUInFhMRQ7S8gpOkp63m6yCndQaNtddnFrGBr1tB482ncCw1t3V/SvET63dTZ8+3fI32/+vU6K2UBu0MEsJnbsIOxdDn/OgpICc5smfWDUG1BXPouCga7rvJL2NZ9ueZ8SR4Xh3no4MbQkJaoliVGJJITHUqI7OVqUz568dLIKd3GM7Wg2V9m3ROvtubPHHYzrOtD3/xChlBWut4XwBYeqAx88eBCXy0ViYuIJrycmJpKVlVXp92RlZVW6vdPp5ODBgzRs2PCU7ykqKqKowpIPR48e9UD62pm+4XdmZr124oulHQMhrsacVW8wD/W7RnqJgo2mQfdx5pqt8180q+8e2mb+qUxyDxj4qLl9Zb3XIiCFh4Tyr/Nu4mnX9XywYhbTNs/ggGst2PPJYTU5x1bDsUq+0Q4aYHc2oFNcf+7pNU56iYJR6/PgrhWw8FVY9j4czTj9POq6raD/Q9D5clkZIIjYbDbuP+cy7u17CdPXL+TDddPIKFoB9nzy2MCm4xvYdLyybzTfYzRnHK2j+/G31KsY2qqrr+MLIYRPKWtMu2knNQIMwzjltTNtX9nrbs899xxPP/10LVN6VsuEFCL2tibMFkm4PYqkyBQ61GvDJR360a5+iup4QrXoBuaSNkOeMHuH0hdDbga4iiAiARp2gZZDIKmT6qRCIYfdzu1nX8DtZ19AQUkRX29cxNK969mes438klyK9GPYtRDC7JEkRjSkbUJrLmzTRxrQwuyBHvwPOPcB2P4r7E4zl9QrPgYRcdCgI7QYAClnyY26IGaz2Rjb5VzGdjkXp8vFD1uWsXDPGv48/Cd5JTkUuvKxaXZCbOHUD29Iq/gWnN+qN+c0bY/Npry+rRBC+ETAD/OurGe6cePGMuxECCGEEEIIL5Bh3iJYKLt1GBoaSmpqKrNnzz7h9dmzZ9O3b99Kv6dPnz6nbP/LL7/Qs2fP086XDgsLo06dOif8EUIIIYQQQgghakPpOJz77ruP999/nylTprBp0ybuvfde0tPTGT9+PACPPvoo1113Xdn248ePZ/fu3dx3331s2rSJKVOm8MEHH/DAAw+o+icIIYQQQgghhAhCSudMjx07lkOHDvHMM8+QmZlJp06dmDlzJk2bNgUgMzOT9PT0su2bN2/OzJkzuffee3njjTdITk7mtddeq/Ia00IIIYQQQgghhCcoXWdaBZnDIYQQQgghhPfI9bYIFlJuUQghhBBCCCGEqCZpTAshhBBCCCGEENUkjWkhhBBCCCGEEKKapDEthBBCCCGEEEJUkzSmhRBCCCGEEEKIapLGtBBCCCGEEEIIUU3SmBZCCCGEEEIIIapJGtNCCCGEEEIIIUQ1SWNaCCGEEEIIIYSoJmlMCyGEEEIIIYQQ1SSNaSGEEEIIIYQQopqkMS2EEEIIIYQQQlSTNKaFEEIIIYQQQohqksa0EEIIIYQQQghRTdKYFkIIIYQQQgghqkka00IIIYQQQgghRDU5VAfwNcMwADh69KjiJEIIIYQQQgQe93W2+7pbiEAVdI3pvLw8ABo3bqw4iRBCCCGEEIErLy+P2NhY1TGE8BrNCLJbRrqus2/fPmJiYtA0TVmOo0eP0rhxY/bs2UOdOnWU5Qhmcg6sQc6DNch5sAY5D9Yg58Ea5DyoV9NzYBgGeXl5JCcnY7PJrFIRuIKuZ9pms5GSkqI6Rpk6derIB4Ricg6sQc6DNch5sAY5D9Yg58Ea5DyoV5NzID3SIhjIrSIhhBBCCCGEEKKapDEthBBCCCGEEEJUkzSmFQkLC+PJJ58kLCxMdZSgJefAGuQ8WIOcB2uQ82ANch6sQc6DenIOhPhrQVeATAghhBBCCCGEqC3pmRZCCCGEEEIIIapJGtNCCCGEEEIIIUQ1SWNaCCGEEEIIIYSoJmlMV+LNN9+kefPmhIeHk5qayoIFC/5y+3nz5pGamkp4eDgtWrTg7bffPmWbGTNm0KFDB8LCwujQoQNff/11tY9rGAZPPfUUycnJREREMHDgQDZs2HDCNkVFRdx1113Uq1ePqKgoLr74YjIyMmrwv6CeFc9DSUkJDz/8MJ07dyYqKork5GSuu+469u3bd8I+Bg4ciKZpJ/y58sora/g/oY4VzwHADTfccMr/b+/evU/YRn4XvH8eTj4H7j8vvvhi2TaB8rsAas7D/PnzGTlyJMnJyWiaxjfffHPKPuSzQf15CLbPBrDmeQD5fLDKeQi2zwcRxAxxgs8//9wICQkx3nvvPWPjxo3GhAkTjKioKGP37t2Vbr9jxw4jMjLSmDBhgrFx40bjvffeM0JCQowvv/yybJu0tDTDbrcbEydONDZt2mRMnDjRcDgcxuLFi6t13Oeff96IiYkxZsyYYaxbt84YO3as0bBhQ+Po0aNl24wfP95o1KiRMXv2bGPlypXGoEGDjK5duxpOp9ML/1veY9XzkJOTYwwdOtSYNm2asXnzZmPRokVGr169jNTU1BPyDBgwwLj11luNzMzMsj85OTle+J/yHqueA8MwjOuvv944//zzT/j/PXTo0Al55HfB++eh4v9/ZmamMWXKFEPTNGP79u1l2wTC74JhqDsPM2fONB5//HFjxowZBmB8/fXXpxxLPhvUn4dg+mwwDOueB8OQzwernIdg+nwQwU0a0yc5++yzjfHjx5/wWrt27YxHHnmk0u0feugho127die8dvvttxu9e/cu+/uYMWOM888//4Rthg8fblx55ZVVPq6u60ZSUpLx/PPPl329sLDQiI2NNd5++23DMMwP85CQEOPzzz8v22bv3r2GzWYzfv755zP+263EquehMkuXLjWAEz68BgwYYEyYMOG03+MPrHwOrr/+emPUqFGnzS6/C2p+F0aNGmUMHjz4hNcC4XfBMNSdh4oqu2iVzwZrnIfKBOpng2FY+zzI54M1zsPJAvnzQQQ3GeZdQXFxMStWrGDYsGEnvD5s2DDS0tIq/Z5Fixadsv3w4cNZvnw5JSUlf7mNe59VOe7OnTvJyso6YZuwsDAGDBhQts2KFSsoKSk5YZvk5GQ6dep02vxWZOXzUJnc3Fw0TSMuLu6E1z/99FPq1atHx44deeCBB8jLyzv9P9pi/OEczJ07lwYNGtCmTRtuvfVWsrOzy74mvwu+/13Yv38/P/74IzfffPMpX/Pn3wVQdx6qQj4brHEeKhOInw3gH+dBPh+scR7cAvnzQQiH6gBWcvDgQVwuF4mJiSe8npiYSFZWVqXfk5WVVen2TqeTgwcP0rBhw9Nu495nVY7rfqxsm927d5dtExoaSnx8fJXzW5GVz8PJCgsLeeSRR7j66qupU6dO2evjxo2jefPmJCUlsX79eh599FHWrFnD7Nmzq/afoJjVz8GIESO44ooraNq0KTt37uSf//wngwcPZsWKFYSFhcnvgoLfhY8++oiYmBguvfTSE173998FUHceqkI+G6xxHk4WqJ8NYP3zIJ8P1jgPFQXy54MQ0piuhKZpJ/zdMIxTXjvT9ie/XpV9emqbk1VlGyuy8nkAs+DMlVdeia7rvPnmmyd87dZbby173qlTJ1q3bk3Pnj1ZuXIlPXr0OO2/wWqseg7Gjh1b9rxTp0707NmTpk2b8uOPP57yYV2d/FZl1fNQ0ZQpUxg3bhzh4eEnvB4ovwug7jx4I1ttjqWalc8DBMdnA1j3PMjngzXOQ0XB8PkggpcM866gXr162O32U+6+ZWdnn3KXzi0pKanS7R0OB3Xr1v3Lbdz7rMpxk5KSAM64TXFxMUeOHKlyfiuy8nlwKykpYcyYMezcuZPZs2ef0PNQmR49ehASEsLWrVv/cjur8IdzUFHDhg1p2rRp2f+v/C749jwsWLCALVu2cMstt5zx3+Rvvwug7jxUhXw2WOM8uAX6ZwP4x3moSD4fyqk4D4H++SCENKYrCA0NJTU19ZThJbNnz6Zv376Vfk+fPn1O2f6XX36hZ8+ehISE/OU27n1W5bjuYTAVtykuLmbevHll26SmphISEnLCNpmZmaxfv/60+a3IyucByi+Wtm7dypw5c8o+gP7Khg0bKCkpoWHDhmfc1gqsfg5OdujQIfbs2VP2/yu/C749Dx988AGpqal07dr1jP8mf/tdAHXnoSrks8Ea5wGC47MBrH8eTiafD+VUnIdA/3wQQqp5n8S9zMAHH3xgbNy40bjnnnuMqKgoY9euXYZhGMYjjzxiXHvttWXbu5cZuPfee42NGzcaH3zwwSnLDCxcuNCw2+3G888/b2zatMl4/vnnT7sMzemOaxjm8iexsbHGV199Zaxbt8646qqrKl3+JCUlxZgzZ46xcuVKY/DgwX693IPVzkNJSYlx8cUXGykpKcbq1atPWM6hqKjIMAzD2LZtm/H0008by5YtM3bu3Gn8+OOPRrt27Yzu3bv71Xmw6jnIy8sz7r//fiMtLc3YuXOn8fvvvxt9+vQxGjVqJL8Lhm/fkwzDMHJzc43IyEjjrbfeOiV7oPwuGIa685CXl2esWrXKWLVqlQEYL7/8srFq1apTlk2Uzwa15yGYPhsMw7rnQT4frHEe3ILl80EEN2lMV+KNN94wmjZtaoSGhho9evQw5s2bV/a166+/3hgwYMAJ28+dO9fo3r27ERoaajRr1qzSN43p06cbbdu2NUJCQox27doZM2bMqNZxDcNcAuXJJ580kpKSjLCwMKN///7GunXrTtjm+PHjxp133mkkJCQYERERxkUXXWSkp6fX4n9DHSueh507dxpApX9+//13wzAMIz093ejfv7+RkJBghIaGGi1btjTuvvvuU9a59AdWPAcFBQXGsGHDjPr16xshISFGkyZNjOuvv/6Un3P5XfD+e5JhGMY777xjREREVLo2aCD9LhiGmvPw+++/V/p+c/3115dtI58N6s9DsH02GIY1z4N8PljjPLgF0+eDCF6aYZRWHhBCCCGEEEIIIUSVyJxpIYQQQgghhBCimqQxLYQQQgghhBBCVJM0poUQQgghhBBCiGqSxrQQQgghhBBCCFFN0pgWQgghhBBCCCGqSRrTQgghhBBCCCFENUljWgghhBBCCCGEqCZpTAshhBBCCCGEENUkjWkhhBBe8dRTT9GtWzefH3fu3LlomoamaYwePbpK3/PUU0+Vfc/kyZO9mk8IIYQQgUEa00IIIarN3fA83Z8bbriBBx54gF9//VVZxi1btvDhhx9WadsHHniAzMxMUlJSvBtKCCGEEAHDoTqAEEII/5OZmVn2fNq0aTzxxBNs2bKl7LWIiAiio6OJjo5WEQ+ABg0aEBcXV6Vt3Vntdrt3QwkhhBAiYEjPtBBCiGpLSkoq+xMbG4umaae8dvIw7xtuuIHRo0czceJEEhMTiYuL4+mnn8bpdPLggw+SkJBASkoKU6ZMOeFYe/fuZezYscTHx1O3bl1GjRrFrl27qp35yy+/pHPnzkRERFC3bl2GDh3KsWPHavk/IYQQQohgJY1pIYQQPvPbb7+xb98+5s+fz8svv8xTTz3FRRddRHx8PEuWLGH8+PGMHz+ePXv2AFBQUMCgQYOIjo5m/vz5/PHHH0RHR3P++edTXFxc5eNmZmZy1VVXcdNNN7Fp0ybmzp3LpZdeimEY3vqnCiGEECLASWNaCCGEzyQkJPDaa6/Rtm1bbrrpJtq2bUtBQQGPPfYYrVu35tFHHyU0NJSFCxcC8Pnnn2Oz2Xj//ffp3Lkz7du357///S/p6enMnTu3ysfNzMzE6XRy6aWX0qxZMzp37swdd9yhdBi6EEIIIfybzJkWQgjhMx07dsRmK7+Pm5iYSKdOncr+brfbqVu3LtnZ2QCsWLGCbdu2ERMTc8J+CgsL2b59e5WP27VrV4YMGULnzp0ZPnw4w4YN4/LLLyc+Pr6W/yIhhBBCBCtpTAshhPCZkJCQE/6uaVqlr+m6DoCu66SmpvLpp5+esq/69etX+bh2u53Zs2eTlpbGL7/8wuuvv87jjz/OkiVLaN68eQ3+JUIIIYQIdjLMWwghhGX16NGDrVu30qBBA1q1anXCn9jY2GrtS9M0+vXrx9NPP82qVasIDQ3l66+/9lJyIYQQQgQ6aUwLIYSwrHHjxlGvXj1GjRrFggUL2LlzJ/PmzWPChAlkZGRUeT9Llixh4sSJLF++nPT0dL766isOHDhA+/btvZheCCGEEIFMhnkLIYSwrMjISObPn8/DDz/MpZdeSl5eHo0aNWLIkCHUqVOnyvupU6cO8+fPZ/LkyRw9epSmTZsyadIkRowY4cX0QgghhAhkmiHrggghhAggc+fOZdCgQRw5coS4uLhqfW+zZs245557uOeee7ySTQghhBCBQ4Z5CyGECEgpKSlcddVVVdp24sSJREdHk56e7uVUQgghhAgU0jMthBAioBw/fpy9e/cCEB0dTVJS0hm/5/Dhwxw+fBgwq4RXt7iZEEIIIYKPNKaFEEIIIYQQQohqkmHeQgghhBBCCCFENUljWgghhBBCCCGEqCZpTAshhBBCCCGEENUkjWkhhBBCCCGEEKKapDEthBBCCCGEEEJUkzSmhRBCCCGEEEKIapLGtBBCCCGEEEIIUU3SmBZCCCGEEEIIIapJGtNCCCGEEEIIIUQ1/T9geQ1h7r7DwwAAAABJRU5ErkJggg==",
|
|
"text/plain": [
|
|
"<Figure size 1000x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"d=3\n",
|
|
"\n",
|
|
"# --- Extracting and Plotting State Vector Components ---\n",
|
|
"# Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
"states = np.array([state.full().flatten() for state in result.states])\n",
|
|
"# Compute probabilities: squared magnitude of each component\n",
|
|
"probs = np.abs(states)**2\n",
|
|
"\n",
|
|
"# Create labels for each basis state in the two-site Fock space\n",
|
|
"basis_labels = [f\"|{n0},{n1}>\" for n0 in range(d) for n1 in range(d)]\n",
|
|
"# Create a list of corresponding total particle numbers for each basis state\n",
|
|
"total_particles = [n0 + n1 for n0 in range(d) for n1 in range(d)]\n",
|
|
"\n",
|
|
"# Filter indices for basis states with exactly 2 particles\n",
|
|
"indices_2particles = [idx for idx, tot in enumerate(total_particles) if tot == 2]\n",
|
|
"labels_2particles = [basis_labels[idx] for idx in indices_2particles]\n",
|
|
"\n",
|
|
"# Plot the probability for each 2-particle basis state over time\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"for idx, label in zip(indices_2particles, labels_2particles):\n",
|
|
" plt.plot(tlist, probs[:, idx], label=label)\n",
|
|
"plt.xlabel('Time [s]')\n",
|
|
"plt.ylabel('Probability')\n",
|
|
"plt.title('Time Evolution of Basis States with 2 Particles')\n",
|
|
"plt.legend(loc=\"upper right\", bbox_to_anchor=(1.25, 1))\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Import results from diagonalisation"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"#185,186,187,188 give nice examples for different spacings\n",
|
|
"start_line = 186\n",
|
|
"end_line = start_line\n",
|
|
"\n",
|
|
"n_lines = end_line - start_line + 1\n",
|
|
"lines = np.arange(start_line,end_line+1,dtype=int)\n",
|
|
"state_nrs = np.zeros((n_lines,2),dtype=int)\n",
|
|
"state_nrs[:,1] = 1\n",
|
|
"\n",
|
|
"degeneracy = np.full(n_lines, True, dtype=bool)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"line: 186\n",
|
|
"separation: 0.7466 um\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 600x400 with 4 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"for i, line in enumerate(lines):\n",
|
|
" state0 = state_nrs[i,0]\n",
|
|
" state1 = state_nrs[i,1]\n",
|
|
" \n",
|
|
" trap, func_ham, res = import_results(line)\n",
|
|
" GS_left_1, GS_right_1 = get_localised_GS(res[\"states\"][state0],\n",
|
|
" res[\"states\"][state1],\n",
|
|
" degenerate=degeneracy[i])\n",
|
|
" \n",
|
|
" print(f\"line: {line}\")\n",
|
|
" print(f\"separation: {trap.subs(trap.distance_tweezers)/si.um:.4f} um\")\n",
|
|
"\n",
|
|
" #plot wavefunctions\n",
|
|
" n_states = 2\n",
|
|
"\n",
|
|
" states_plot = [GS_left_1.real, GS_right_1.real]\n",
|
|
" #states_plot = [res[\"states\"][state0].real, res[\"states\"][state1].real]\n",
|
|
" #states_plot = np.angle(states)\n",
|
|
" #states_plot = states.imag\n",
|
|
" #states_plot = np.abs(states)**2\n",
|
|
"\n",
|
|
" # Create a 1xn_states grid of subplots (1 row, n_states columns)\n",
|
|
" fig, axes = plt.subplots(1, n_states, figsize=(6, 4)) # Adjust the size as needed\n",
|
|
"\n",
|
|
" # Loop over the state numbers from 0 to n_states-1\n",
|
|
" for state_number, ax in zip(range(n_states), axes):\n",
|
|
" # Slice through the y-direction and rotate the x-z plane (by swapping x and z)\n",
|
|
" im = ax.imshow(states_plot[state_number][:, int(res[\"size\"][1]/2), :].T,\n",
|
|
" extent=[*res[\"extend\"][0], *res[\"extend\"][2]], origin=\"lower\",\n",
|
|
" vmin=np.min(states_plot[state_number]), vmax=np.max(states_plot[state_number]))\n",
|
|
"\n",
|
|
" # Set labels for each subplot\n",
|
|
" ax.set_xlabel(\"x\")\n",
|
|
" ax.set_ylabel(\"z\")\n",
|
|
" ax.set_title(f\"State {state_number}\")\n",
|
|
" fig.colorbar(im, ax=ax) \n",
|
|
"\n",
|
|
" # Adjust layout for better spacing\n",
|
|
" plt.tight_layout()\n",
|
|
" plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"frequencies = np.zeros_like(lines,dtype=float)\n",
|
|
"distance = np.zeros_like(lines,dtype=float)\n",
|
|
"J = np.zeros_like(lines,dtype=float)\n",
|
|
"#tilt = np.zeros_like(lines,dtype=float)\n",
|
|
"U_s = np.zeros_like(lines,dtype=float)\n",
|
|
"U_dds = np.zeros((len(lines),50),dtype=float)\n",
|
|
"angles = np.zeros((len(lines),50),dtype=float)\n",
|
|
"V_lrs = np.zeros((len(lines),50),dtype=float)\n",
|
|
"DeltaJs = np.zeros((len(lines),50),dtype=float)\n",
|
|
"\n",
|
|
"E_exc = np.zeros_like(lines,dtype=float)\n",
|
|
"E_barr = np.zeros_like(lines,dtype=float)\n",
|
|
"\n",
|
|
"for i, line in enumerate(lines):\n",
|
|
" state0 = state_nrs[i,0]\n",
|
|
" state1 = state_nrs[i,1]\n",
|
|
"\n",
|
|
" trap, func_ham, res = import_results(line)\n",
|
|
" GS_left_1, GS_right_1 = get_localised_GS(res[\"states\"][state0],\n",
|
|
" res[\"states\"][state1],\n",
|
|
" degenerate=degeneracy[i])\n",
|
|
" \n",
|
|
" frequencies[i] = float(trap.subs(sp.sqrt(2*trap.power_tweezer1*trap.a/sp.pi/trap.m) * 2/trap.waist_tweezer1**2))\n",
|
|
" distance[i] = float(trap.subs(trap.distance_tweezers))\n",
|
|
" J[i], U_s[i], U_dds[i], angles[i], V_lrs[i], DeltaJs[i] = analyse_diagonalisation(line,\n",
|
|
" state_nr0=state0,\n",
|
|
" state_nr1=state1,\n",
|
|
" degenerate=degeneracy[i],\n",
|
|
" n_angles=20)\n",
|
|
" \n",
|
|
" #estimate energies of 0th and 1st state\n",
|
|
" E0 = 0.5*(res[\"energies\"][0] + res[\"energies\"][1])\n",
|
|
" E1 = 0.5*(res[\"energies\"][2] + res[\"energies\"][3])\n",
|
|
" E_exc[i] = E1-E0\n",
|
|
"\n",
|
|
" #estimate heigth of barrier\n",
|
|
" V = trap.subs(trap.get_potential(apply_zero_offset=False))\n",
|
|
" a = float(trap.subs(trap.distance_tweezers))\n",
|
|
"\n",
|
|
" #find minima of potential\n",
|
|
" def V_func(x):\n",
|
|
" return float(V.subs({trap.x:x, trap.y:0, trap.z:0}))\n",
|
|
"\n",
|
|
" x_right = minimize_scalar(V_func,bracket=[0,a]).x\n",
|
|
" x_left = minimize_scalar(V_func,bracket=[-a,0]).x\n",
|
|
"\n",
|
|
" #catch case where both potentials have already merged\n",
|
|
" tunneling_dist = abs(x_right-x_left)\n",
|
|
" if tunneling_dist < 1e-15:\n",
|
|
" raise Exception(\"potential has only one minmum\")\n",
|
|
"\n",
|
|
" #depts of both tweezers\n",
|
|
" V_1 = abs(V_func(x_left) - V_func(0))\n",
|
|
" V_2 = abs(V_func(x_right) - V_func(0)) \n",
|
|
"\n",
|
|
" E_barr[i] = np.max([V_1,V_2])\n",
|
|
"\n",
|
|
" # these states are basically 1 tweezer\n",
|
|
" if state1 !=1:\n",
|
|
" J[i] = np.nan\n",
|
|
" U_s[i] = np.nan\n",
|
|
" U_dds[i] = np.nan\n",
|
|
" V_lrs[i] = np.nan\n",
|
|
" DeltaJs[i] = np.nan\n",
|
|
" E_exc[i] = np.nan\n",
|
|
" E_barr[i] = np.nan"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"d = [746.63873654] nm\n",
|
|
"omega_x = [26000.] Hz\n",
|
|
"J = [207.01515899] Hz\n",
|
|
"U_s = [442.01909695] Hz\n",
|
|
"E_exc = [3523.90755057] Hz\n",
|
|
"E_barr = [11674.2389474] Hz\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
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"text/plain": [
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"<Figure size 500x900 with 3 Axes>"
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]
|
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},
|
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"metadata": {},
|
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"output_type": "display_data"
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}
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],
|
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"source": [
|
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"print(f\"d = {distance/si.nm} nm\")\n",
|
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"print(f\"omega_x = {frequencies/2/np.pi} Hz\")\n",
|
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"print(f\"J = {J/const.h} Hz\")\n",
|
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"print(f\"U_s = {U_s/const.h} Hz\")\n",
|
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"print(f\"E_exc = {E_exc/const.h} Hz\")\n",
|
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"print(f\"E_barr = {E_barr/const.h} Hz\")\n",
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"\n",
|
|
"# Create figure with subplots\n",
|
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"fig, axes = plt.subplots(3, 1, figsize=(5, 9), sharex=True)\n",
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"\n",
|
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"for i, line in enumerate(lines):\n",
|
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" # Plot U_dd\n",
|
|
" axes[0].plot(np.rad2deg(angles[i]), U_dds[i]/const.h,label=f\"{line}\")\n",
|
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" axes[0].axhline(0, color=\"black\", ls=\"--\")\n",
|
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" axes[0].set_ylabel(r\"$U_{dd} / h$ [Hz]\")\n",
|
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" axes[0].legend()\n",
|
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"\n",
|
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" # Plot NNI\n",
|
|
" axes[1].plot(np.rad2deg(angles[i]), V_lrs[i]/const.h,label=f\"{line}\")\n",
|
|
" axes[1].axhline(0, color=\"black\", ls=\"--\")\n",
|
|
" axes[1].set_ylabel(r\"$V_{lr} / h$ [Hz]\")\n",
|
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" axes[1].legend()\n",
|
|
"\n",
|
|
" # Plot DIT\n",
|
|
" axes[2].plot(np.rad2deg(angles[i]), DeltaJs[i]/const.h,label=f\"{line}\")\n",
|
|
" axes[2].axhline(0, color=\"black\", ls=\"--\")\n",
|
|
" axes[2].set_xlabel(r\"$\\theta$ [deg]\")\n",
|
|
" axes[2].set_ylabel(r\"$\\Delta J / h$ [Hz]\")\n",
|
|
" axes[2].legend()\n",
|
|
"\n",
|
|
" # Customize ticks for all subplots\n",
|
|
" for ax in axes:\n",
|
|
" ax.tick_params(axis='both', which='both', direction='in', length=5) # Tick marks inside\n",
|
|
" ax.tick_params(axis='both', which='major', length=7) # Major ticks longer\n",
|
|
" ax.tick_params(axis='both', which='minor', length=4) # Minor ticks shorter\n",
|
|
" ax.minorticks_on() # Enable minor ticks\n",
|
|
"\n",
|
|
"# Adjust layout and show the plot\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Ramping tilt and interactions against each other:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"d: 746.64 nm\n",
|
|
"omega_x: 26000.00 Hz\n",
|
|
"J: 207.02 Hz\n",
|
|
"limits set by: 1st excited state = 352.39 Hz, barrier = 1167.42 Hz, interactions = 1511.64 Hz\n",
|
|
"=> max. tilt/interaction: 352.39 Hz\n",
|
|
"J/U = 0.5875\n",
|
|
"V: 34.16 Hz\n",
|
|
"DeltaJ: 9.31 Hz\n",
|
|
"ramp time: 48.306 ms\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"#maximum energy scale for ramp\n",
|
|
"#assuming that staying below 25% of the 1st excited state is enough\n",
|
|
"#and the contact scattering length can be tuned from 0 to 3.5* 85a0\n",
|
|
"limits = np.array([E_exc[0]/10,\n",
|
|
" E_barr[0]/10,\n",
|
|
" U_s[0]*3.5 + np.max(U_dds)])\n",
|
|
"E_max = np.min(limits)/const.hbar\n",
|
|
"\n",
|
|
"# --- Parameters ---\n",
|
|
"J_freq = J[0]/const.hbar # Hopping amplitude\n",
|
|
"U = (E_max, 0) # On-site interaction strength\n",
|
|
"Delta = (0, E_max) #tilt\n",
|
|
"\n",
|
|
"mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
"V = V_lrs.max()/const.hbar # nearest neighbour interaction energy (due to DDI)\n",
|
|
"DeltaJ = DeltaJs.max()/const.hbar # density induced tunneling\n",
|
|
"\n",
|
|
"tau = 2*np.pi/J_freq *10 #take 10 times the time scale set by J for evolution\n",
|
|
"N_steps = int(1e3) #number of timesteps\n",
|
|
"\n",
|
|
"print(f\"d: {distance[0]/si.nm:.2f} nm\")\n",
|
|
"print(f\"omega_x: {frequencies[0]/2/np.pi:.2f} Hz\")\n",
|
|
"print(f\"J: {J_freq/2/np.pi:.2f} Hz\")\n",
|
|
"print(f\"limits set by: 1st excited state = {limits[0]/const.h:.2f} Hz, barrier = {limits[1]/const.h:.2f} Hz, interactions = {limits[2]/const.h:.2f} Hz\")\n",
|
|
"print(f\"=> max. tilt/interaction: {E_max/2/np.pi:.2f} Hz\")\n",
|
|
"print(f\"J/U = {J_freq/U[0]:.4f}\")\n",
|
|
"print(f\"V: {V/2/np.pi:.2f} Hz\")\n",
|
|
"print(f\"DeltaJ: {DeltaJ/2/np.pi:.2f} Hz\")\n",
|
|
"print(f\"ramp time: {tau/si.ms:.3f} ms\")\n",
|
|
"\n",
|
|
"tlist, result = solve_hub(J_freq,U,Delta, mu,V,DeltaJ,tau,N_steps=N_steps,\n",
|
|
" initial_occ=[1,1])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"fidelity: 0.42921\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1000x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
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"data": {
|
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"image/png": 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vvBNPT0+nOdE5OTnVnnfr/dbvTZo0uWD/LtX7VtRfEgwLUQes/0w/+OCDamfyV/ePu7YaNGjAjTfeyPz583n99deZN28e7u7udqNw1n/C6enpDmXZzpw54/Sfv5U1CKg6qe2vBJGVBQYGsnXrVhRFsQuIMzMzMRqNNfaptsdJT0932H7mzBmAv3SchQsXUlxczK+//kpUVJRt+549e2r1OFOmTOGVV17hlVde4fnnn3e4/8EHH+T666+33b7Q7P/AwECefvpp1q5dy4EDB2odDNfl+7Z9+/YA7N27l2HDhtXqPdmuXTu+//57FEVh3759xMfH8+qrr+Lh4cH//vc/goKC0Gg0bNiwwelrZN02cuRItm/f/pf6X1V1vxfV5d9b86crB8QZGRmA4wc963Zn26xtv/76awYMGMDHH39s1666yWVVP3Q2aNAAjUZT47Fqa/z48dx7772YzWaHflV2sb+TgYGBF9W/y/n3VlydJBgWog706dMHf39/Dh06dFkK6I8bN44ff/yRJUuW8PXXX3PzzTfb1fm1lur6+uuv6datm2379u3bOXz4MP/3f/9X7WOHhITg7u7Ovn377Lb/9ttvDm2tQcfFjIwOHjyYH3/8kYULF3LzzTfbts+fP992/6UwePBgpk6dyq5du+wm882fPx+NRsPAgQNr/ZjWwKJy4KUoSq1KSL322mu88sorvPDCC7z88stO24SFhdlGyyozGAwUFBQ4HS23jgo628+quvNUl+9b6wcFayWNv/Ke1Gg0dOjQgffee4/4+Hh27doFwPXXX89bb73F6dOnuf3226vtQ2BgoNPX7K+wXm3Yt2+fbWQe1Mlv1fnmm2948sknbbe//fZbAIcqK6tWreLs2bO2AM5kMvHDDz/QtGlT2wcHjUbjEPjv27ePhIQEh/QDZ7y8vOjevTu//vor06dPtwX3hYWF/PHHHxfc35mbb76Zm2++GT8/vxrL+Q0ePJgFCxZw5swZu/fp/Pnz8fT0tO07cOBApk2bxt69e+1SJayvm9Xl/nsrrj4SDAtRB7y9vfnggw8YM2YMubm5jBo1iuDgYLKysti7dy9ZWVk1jpxYpaamsmXLFoftDRs2tMthHDp0KI0bN+bRRx8lIyPD4VJwy5YtefDBB/nggw/QarUMHz6c5ORkXnzxRSIiIpg4cWK1fbDmYs6dO5emTZvSoUMHtm3b5vAPCdQRPIBZs2YxZswY9Ho9LVu2tMv1tbrvvvv46KOPGDNmDMnJybRr146NGzfy5ptvct111zFkyJALvj4XY+LEicyfP58RI0bw6quvEhUVxeLFi5k9ezaPPPIILVq0qPVjxsXF4erqyl133cVzzz1HaWkpH3/8MefOnbuo/WfMmMFLL73Etddey4gRIxzO8YXqAufn5xMdHc1tt93GkCFDiIiIoKioiLVr1zJr1ixat27ttCKHlTWX/LPPPsPHxwd3d3eaNGlCYGDgJX/fFhcXk5CQwNSpU4mKirL162Lfk4sWLWL27NncdNNNxMTEoCgKv/76K3l5ecTFxQFqMPTggw8ybtw4duzYQb9+/fDy8iI9PZ2NGzfSrl07HnnkkQv2uzZCQ0MZMmQIU6dOpUGDBkRFRbFq1Sp+/fVXp+1dXV2ZMWMGRUVFdOvWjc2bN/P6668zfPhwrrnmGru2QUFBDBo0iBdffBEvLy9mz57NkSNH7MqrXX/99bz22mu8/PLL9O/fn6NHj/Lqq6/SpEmTi65+8dprr3HttdcSFxfHf/7zH0wmE2+//TZeXl62ahW14e7ublfxojovv/wyixYtYuDAgbz00ksEBATwzTffsHjxYqZNm4afnx+glo6cO3cuI0aM4PXXXyckJIRvvvmGI0eO2D3epfp7K+qxKzZ1T4jL7K9Uk3jsscfstllnZk+fPt1uu3Vm+U8//WS3fd26dcqIESOUgIAARa/XK+Hh4cqIESMc2lV1oWoS99xzj8M+zz//vAIoERERislkcrjfZDIpb7/9ttKiRQtFr9crQUFByr333qukpaVd8LXIz89XJkyYoISEhCheXl7KyJEjleTkZIdZ4oqiKJMnT1bCwsIUrVZrN+O7ajUJRVGUnJwc5eGHH1YaNWqkuLi4KFFRUcrkyZOV0tJSu3bOzoWiqNUfxowZ4/xFrCQlJUW5++67lcDAQEWv1ystW7ZUpk+f7vA61aaaxB9//KF06NBBcXd3V8LDw5Vnn31WWbp0qdMKA1X179+/xvN7IWVlZco777yjDB8+XImMjFTc3NwUd3d3pXXr1spzzz2n5OTk2LV3dp5mzpypNGnSRNHpdA7VDy7l+9bd3V1p0aKF8vTTTyvp6el27S/mPXnkyBHlrrvuUpo2bap4eHgofn5+Svfu3ZX4+HiH48+dO1fp0aOH4uXlpXh4eChNmzZV7rvvvouq0GGtJpGVleX0/jZt2ji8f9PT05VRo0YpAQEBip+fn3Lvvffaql9UrSbh5eWl7Nu3TxkwYIDi4eGhBAQEKI888ohdtRpFqXivz549W2natKmi1+uVVq1aKd98841du7KyMuWZZ55RwsPDFXd3d6Vz587KwoULq60GU/VvltXvv/+utG/fXnF1dVUiIyOVt956y/ZaXEhNf1OtnFWTUBRF2b9/vzJy5EjFz89PcXV1VTp06OC0Ys2hQ4eUuLg4xd3dXQkICFDuv/9+5bfffnP6e3Yx71upJiGc0SjKX5hyLIQQQgghxFVASqsJIYQQQoh6S4JhIYQQQghRb0kwLIQQQggh6i0JhoUQQgghRL0lwbAQQgghhKi3JBgWQgghhBD1liy64YTZbObMmTP4+Pg4LGEphBBCCCGuPEVRKCwsJCwsDK32r4/vSjDsxJkzZy5qOUshhBBCCHFlpaWl2ZYq/yskGHbCunRsWloavr6+dX48g8HA8uXLGTp0KHq9vs6PJ+qenNOrj5zTq4+c06uLnM+rz4XOaUFBAREREba47a+SYNgJa2qEr6/vZQuGPT098fX1lV/gq4Sc06uPnNOrj5zTq4ucz6vPxZ7Tv5vSKhPohBBCCCFEvSXBsBBCCCGEqLckGBZCCCGEEPWW5AwLIYQQQvxFiqJgNBoxmUxXuitXHaPReFlK3EowLIQQQgjxF5SXl5Oenk5JScmV7spVSVEUQkJCKC4uxt/fv86OI8GwEEIIIUQtmc1mkpKS0Ol0hIWF4erqKgt1XWImk4kzZ86Qnp6Oj48POp2uTo4jwbAQQgghRC2Vl5djNpuJiIjA09PzSnfnqmQ2m/H19SUnJweDwVBnwbBMoBNCCCGE+Iv+zjLA4sIux2i7nEEhhBBCCFFvSTAshBBCCCHqrSsaDE+dOpVu3brh4+NDcHAwN910E0ePHr3gfuvWraNLly64u7sTExPDJ5984tDml19+ITY2Fjc3N2JjY1mwYEFdPAUhhBBCiKuORqNh4cKFV7obl8UVDYbXrVvHY489xpYtW1ixYgVGo5GhQ4dSXFxc7T5JSUlcd9119O3bl927d/P888/z5JNP8ssvv9jaJCQkcMcddzB69Gj27t3L6NGjuf3229m6devleFpCCCGEEP9YmZmZPPTQQ0RGRuLm5kZoaCjDhg0jISHB1iY9PZ3hw4cDkJycjEajYc+ePZfk+LNnz6ZJkya4u7vTpUsXNmzYcEke96+6otUkli1bZnd73rx5BAcHs3PnTvr16+d0n08++YTIyEhmzpwJQOvWrdmxYwfvvPMOt956KwAzZ84kLi6OyZMnAzB58mTWrVvHzJkz+e677+ruCQkhhBBC/MPdeuutGAwGvvzyS2JiYjh79iyrVq0iNzfX1iY0NLROjv3DDz/w9NNPM3v2bPr06cOnn37K8OHDOXToEJGRkXVyzAv5R5VWy8/PByAgIKDaNgkJCQwdOtRu27Bhw5gzZw4GgwG9Xk9CQgITJ050aGMNoKsqKyujrKzMdrugoAAAg8GAwWD4K0+lVqzHuBzHEpeHnNOrj5zTq4+c06vL5T6fBoMBRVEwm82YzWZAXSTivOHKrETnodddVOWFvLw8Nm7cyOrVq+nfvz8AERERdO3aFcD2XHQ6Hb/88gs33XQTTZo0AaBTp04A9O/fn9WrVwPqQOY777xDUlIS0dHRPPHEEzzyyCPVHv/dd99l/PjxjB8/3nb7zz//ZPbs2bz55pt2bRVFsX13VlrtUp3rf0wwrCgKkyZN4pprrqFt27bVtsvIyCAkJMRuW0hICEajkezsbBo1alRtm4yMDKePOXXqVKZMmeKwffny5Ze1duCKFSsu27HE5SHn9Ooj5/TqI+f06nK5zqeLiwuhoaEUFRVRXl4OwPlyE73e3XJZjl9VwqSeeLheuA6v2WzG29ubn376yTa3qjrnz5+noKCAVatWMXjwYBYuXEirVq1wdXWloKCAL7/8krfeeotp06bRvn179u3bx1NPPYVWq+Wuu+5yeLzy8nJ27tzJE088YRt4BDW43rBhg922ykpLS1m/fj1Go9Fu+6Va+e8fEww//vjj7Nu3j40bN16wbdVPPtZPDpW3O2tT3SemyZMnM2nSJNvtgoICIiIiGDp0KL6+vhf9HP4qg8HAihUriIuLQ6/X1/nxRN2Tc3r1kXN69ZFzenW53OeztLSUtLQ0vL29cXd3B8Cl3HiBveqOj68Pnq4XF9bNnTuXhx56iHnz5tG5c2f69evHHXfcQfv27e3aeXh44OvrS3R0NKCOIDdv3tx2/4wZM3jnnXdsgW+7du1ITk7mq6++4qGHHnI47pkzZzCZTERHR9vFVxEREaxZs8Yh5lIUhZycHNzd3enXr5/tdbaqLniurX9EMPzEE0/w+++/s379eho3blxj29DQUIcR3szMTFxcXAgMDKyxTdXRYis3Nzenn4z0ev1l/QN5uY8n6p6c06uPnNOrj5zTq8vlOp8mkwmNRoNWq7UtvOHlpufQq8Pq/NjOXGyaBMBtt93GyJEj2bBhAwkJCSxbtozp06fzxRdfMHbsWFs763OzPr/KP2dlZZGWlsYDDzxgF/gajUb8/PycLkZi3abT6Rzut76WlVlTNjQajdPzeqnO8xUNhhVF4YknnmDBggWsXbvWlpNSk169evHHH3/YbVu+fDldu3a1vSi9evVixYoVdnnDy5cvp3fv3pf2CQghhBBCWGg0mosenb3S3N3diYuLIy4ujpdeeokJEybw8ssv2wXDNbEGqp9//jk9evSwu6+6ZZODgoLQ6XS1GrC8HK5oabXHHnuMr7/+mm+//RYfHx8yMjLIyMjg/PnztjaTJ0/mvvvus91++OGHSUlJYdKkSRw+fJi5c+cyZ84cnnnmGVubp556iuXLl/P2229z5MgR3n77bVauXMnTTz99OZ+eEEIIIcS/QmxsbLWlbV1dXQF1NNwqJCSE8PBwTp48SbNmzey+qhvcdHV1pUuXLg553StWrLiiA5ZX9OPLxx9/DMCAAQPsts+bN8/2ySQ9PZ3U1FTbfU2aNGHJkiVMnDiRjz76iLCwMN5//31bWTWA3r178/333/PCCy/w4osv0rRpU3744QeHTy5CCCGEEPVJTk4Ot912G+PHj6d9+/b4+PiwY8cOpk2bxo033uh0n+DgYDw8PFi2bBmNGzfG3d0dPz8/XnnlFZ588kl8fX0ZPnw4ZWVl7Nixg3PnztnNxaps0qRJjB49mq5du9KrVy8+++wzUlNTefjhh+vyadfoiqdJXEh8fLzDtv79+7Nr164a9xs1ahSjRo36q10TQgghhLjqeHt706NHD9577z1OnDiBwWAgIiKCBx54gOeff97pPi4uLrz//vu8+uqrvPTSS/Tt25e1a9cyYcIEPD09mT59Os899xxeXl60a9euxivxd9xxBzk5Obz66qukp6fTtm1blixZQlRUVB094wv7dyS2CCGEEEKIv83NzY2pU6cyderUGttVHbCcMGECEyZMcGh39913c/fdd9eqD48++iiPPvporfapS1c0Z1gIIYQQQogrSYJhIYQQQghRb0kwLIQQQggh6i0JhoUQQgghRL0lwbAQQgghhKi3JBgWQgghhBD1lgTDQgghhBCi3pJgWAghhBBC1FsSDAshhBBCiHpLgmEhhBBCCGFHo9GwcOHCK92Ny0KCYSGEEEKIeiQzM5OHHnqIyMhI3NzcCA0NZdiwYSQkJNjapKenM3z4cACSk5PRaDTs2bPnbx97/fr1jBw5krCwsH9MwO1ypTsghBBCCCEun1tvvRWDwcCXX35JTEwMZ8+eZdWqVeTm5trahIaG1smxi4uL6dChA+PGjePWW2+tk2PUlgTDQgghhBCXgqKAoeTKHFvvCRrNBZvl5eWxceNG1q5dS//+/QGIioqie/fudu00Gg0LFizgpptuokmTJgB06tQJgP79+7N27VoA5s2bx7Rp00hKSiI6Oponn3ySRx99tNrjDx8+3Dbi/E8hwbAQQgghxKVgKIE3w67MsZ8/A65eF2zm7e2Nt7c3CxcupGfPnri5uV1wn23bttG9e3dWrlxJmzZtcHV1BeDzzz/n5Zdf5sMPP6RTp07s3r2bBx54AC8vL8aMGfO3n9LlIjnDQgghhBD1hIuLC/Hx8Xz55Zf4+/vTp08fnn/+efbt21ftPg0bNgQgMDCQ0NBQAgICAHjttdeYMWMGt9xyC02aNOGWW25h4sSJfPrpp5fluVwqMjIshBBCCHEp6D3VEdordeyLdOuttzJixAg2bNhAQkICy5YtY9q0aXzxxReMHTv2oh4jKyuLtLQ07r//fh544AHbdqPRiJ+fX217f0VJMCyEEEIIcSloNBeVqvBP4O7uTlxcHHFxcbz00ktMmDCBl19++aKDYbPZDKipEj169LC7T6fTXeru1ikJhoUQQggh6rnY2Nhqy5xZc4RNJpNtW0hICOHh4Zw8eZJ77rnncnSxzkgwLIQQQghRT+Tk5HDbbbcxfvx42rdvj4+PDzt27GDatGnceOONTvcJDg7Gw8ODZcuW0bhxY9zd3fHz8+OVV17hySefxNfXl+HDh1NWVsaOHTs4d+4ckyZNcvpYRUVFJCYm2m4nJSWxZ88eAgICiIyMrJPnfCESDAshhBBC1BPe3t706NGD9957jxMnTmAwGIiIiOCBBx7g+eefd7qPi4sL77//Pq+++iovvfQSffv2Ze3atUyYMAFPT0+mT5/Oc889h5eXF+3atePpp5+u9vg7duxg4MCBttvWoHnMmDHEx8dfyqd60SQYFkIIIYSoJ9zc3Jg6dSpTp06tsZ2iKHa3J0yYwIQJExza3X333dx9990XffwBAwY4PPaVJqXVhBBCCCFEvSXBsBBCCCGEqLckGBZCCCGEEPWWBMNCCCGEEKLekmBYCCGEEOIv+qdNBhO1J8GwEEIIIUQt6fV6AEpKSq5wT65uRqMRqNtV7aS0mhBCCCFELel0Ovz9/cnMzATA09MTjUZzhXt1dTEajeTm5uLl5YWLS92FrBIMCyGEEEL8BaGhoQC2gFhcWoqiUFRURExMTJ1+0JBgWAghhBDiL9BoNDRq1Ijg4GAMBsOV7s5Vx2g0smrVKltKSl2RYFgIIYQQ4m/Q6XR1mtNaX12uDxgygU4IIYQQQtRbVzQYXr9+PSNHjiQsLAyNRsPChQtrbD927Fg0Go3DV5s2bWxt4uPjnbYpLS2t42cjhBBCCCH+ba5oMFxcXEyHDh348MMPL6r9rFmzSE9Pt32lpaUREBDAbbfdZtfO19fXrl16ejru7u518RSEEEIIIcS/2BXNGR4+fDjDhw+/6PZ+fn74+fnZbi9cuJBz584xbtw4u3YajcY2w1MIIYQQQojq/Ksn0M2ZM4chQ4YQFRVlt72oqIioqChMJhMdO3bktddeo1OnTtU+TllZGWVlZbbbBQUFgJq4fTmSt63HkJmoVw85p1cfOadXHzmnVxc5n1efC53TS3WuNco/ZB1BjUbDggULuOmmmy6qfXp6OhEREXz77bfcfvvttu1btmwhMTGRdu3aUVBQwKxZs1iyZAl79+6lefPmTh/rlVdeYcqUKQ7bv/32Wzw9Pf/S8xFCCCGEEHWnpKSEu+++m/z8fHx9ff/y4/xrg+GpU6cyY8YMzpw5g6ura7XtzGYznTt3pl+/frz//vtO2zgbGY6IiCA7O/tvvbgXy2AwsGLFCuLi4uq8lp64POScXn3knF595JxeXeR8Xn0udE4LCgoICgr628HwvzJNQlEU5s6dy+jRo2sMhAG0Wi3dunXj+PHj1bZxc3PDzc3NYbter7+sv1CX+3ii7sk5vfrIOb36yDm9usj5vPpUd04v1Xn+V9YZXrduHYmJidx///0XbKsoCnv27KFRo0aXoWdCCCGEEOLf5IqODBcVFZGYmGi7nZSUxJ49ewgICCAyMpLJkydz+vRp5s+fb7ffnDlz6NGjB23btnV4zClTptCzZ0+aN29OQUEB77//Pnv27OGjjz6q8+cjhBBCCCH+Xa5oMLxjxw4GDhxouz1p0iQAxowZQ3x8POnp6aSmptrtk5+fzy+//MKsWbOcPmZeXh4PPvggGRkZ+Pn50alTJ9avX0/37t3r7okIIYQQQoh/pSsaDA8YMICa5u/Fx8c7bPPz86OkpKTafd577z3ee++9S9E9IYQQQghxlftX5gwLIYQQQghxKUgwLIQQQggh6i0JhoUQQgghRL0lwbAQQgghhKi3JBgWQgghhBD1lgTDQgghhBCi3pJgWAghhBBC1FsSDAshhBBCiHpLgmEhhBBCCFFvSTAshBBCCCHqLQmGhRBCCCFEvSXBsBBCCCGEqLckGBZCCCGEEPWWBMNCCCGEEKLekmBYCCGEEELUWxIMCyGEEEKIekuCYSGEEEIIUW9JMCyEEEIIIeotCYaFEEIIIUS9JcGwEEIIIYSotyQYFkIIIYQQ9ZYEw0IIIYQQot6SYFgIIYQQQtRbEgwLIYQQQoh6S4JhIYQQQghRb0kwLIQQQggh6i0JhoUQQgghRL0lwbAQQgghhKi3JBgWQgghhBD1lgTDQgghhBCi3pJgWAghhBBC1FsSDAshhBBCiHpLgmEhhBBCCFFvXdFgeP369YwcOZKwsDA0Gg0LFy6ssf3atWvRaDQOX0eOHLFr98svvxAbG4ubmxuxsbEsWLCgDp+FEEIIIYT4t7qiwXBxcTEdOnTgww8/rNV+R48eJT093fbVvHlz230JCQnccccdjB49mr179zJ69Ghuv/12tm7deqm7L4QQQggh/uVcruTBhw8fzvDhw2u9X3BwMP7+/k7vmzlzJnFxcUyePBmAyZMns27dOmbOnMl33333d7orhBBCCCGuMlc0GP6rOnXqRGlpKbGxsbzwwgsMHDjQdl9CQgITJ060az9s2DBmzpxZ7eOVlZVRVlZmu11QUACAwWDAYDBc2s47YT3G5TiWuDzknF595JxefeScXl3kfF59LnROL9W5/lcFw40aNeKzzz6jS5culJWV8dVXXzF48GDWrl1Lv379AMjIyCAkJMRuv5CQEDIyMqp93KlTpzJlyhSH7cuXL8fT0/PSPokarFix4rIdS1weck6vPnJOrz5yTq8ucj6vPtWd05KSkkvy+P+qYLhly5a0bNnSdrtXr16kpaXxzjvv2IJhAI1GY7efoigO2yqbPHkykyZNst0uKCggIiKCoUOH4uvrewmfgXMGg4EVK1YQFxeHXq+v8+OJuifn9Ooj5/TqI+f06iLn8+pzoXNqvZL/d/2rgmFnevbsyddff227HRoa6jAKnJmZ6TBaXJmbmxtubm4O2/V6/WX9hbrcxxN1T87p1UfO6dVHzunVRc7n1ae6c3qpzvO/vs7w7t27adSoke12r169HIbTly9fTu/evS9314QQQgghxD/cFR0ZLioqIjEx0XY7KSmJPXv2EBAQQGRkJJMnT+b06dPMnz8fUCtFREdH06ZNG8rLy/n666/55Zdf+OWXX2yP8dRTT9GvXz/efvttbrzxRn777TdWrlzJxo0bL/vzE0IIIYQQ/2xXNBjesWOHXSUIa97umDFjiI+PJz09ndTUVNv95eXlPPPMM5w+fRoPDw/atGnD4sWLue6662xtevfuzffff88LL7zAiy++SNOmTfnhhx/o0aPH5XtiQgghhBDiX+GKBsMDBgxAUZRq74+Pj7e7/dxzz/Hcc89d8HFHjRrFqFGj/m73hBBCCCHEVe5fnzMshBBCCCHEXyXBsBBCCCGEqLckGBZCCCGEEPWWBMNCCCGEEKLekmBYCCGEEELUWxIMCyGEEEKIekuCYSGEEEIIUW9JMCyEEEIIIeotCYaFEEIIIUS9JcGwEEIIIYSotyQYFkIIIYQQ9ZYEw0IIIYQQot6SYFgIIYQQQtRbtQqGjUYjU6ZMIS0tra76I4QQQgghxGVTq2DYxcWF6dOnYzKZ6qo/QgghhBBCXDa1TpMYMmQIa9eurYOuCCGEEEIIcXm51HaH4cOHM3nyZA4cOECXLl3w8vKyu/+GG264ZJ0TQgghhBCiLtU6GH7kkUcAePfddx3u02g0kkIhhBBCCCH+NWodDJvN5rrohxBCCCGEEJfd3yqtVlpaeqn6IYQQQgghxGVX62DYZDLx2muvER4ejre3NydPngTgxRdfZM6cOZe8g0IIIYQQQtSVWgfDb7zxBvHx8UybNg1XV1fb9nbt2vHFF19c0s4JIYQQQghRl2odDM+fP5/PPvuMe+65B51OZ9vevn17jhw5ckk7J4QQQgghRF2qdTB8+vRpmjVr5rDdbDZjMBguSaeEEEIIIYS4HGodDLdp04YNGzY4bP/pp5/o1KnTJemUEEIIIYQQl0OtS6u9/PLLjB49mtOnT2M2m/n11185evQo8+fPZ9GiRXXRRyGEEEIIIepErUeGR44cyQ8//MCSJUvQaDS89NJLHD58mD/++IO4uLi66KMQQgghhBB1otYjwwDDhg1j2LBhl7ovQgghhBBCXFZ/KRgG2LFjB4cPH0aj0dC6dWu6dOlyKfslhBBCCCFEnat1MHzq1CnuuusuNm3ahL+/PwB5eXn07t2b7777joiIiEvdRyGEEEIIIepErXOGx48fj8Fg4PDhw+Tm5pKbm8vhw4dRFIX777+/LvoohBBCCCFEnaj1yPCGDRvYvHkzLVu2tG1r2bIlH3zwAX369LmknRNCCCGEEKIu1XpkODIy0uniGkajkfDw8EvSKSGEEEIIIS6HWgfD06ZN44knnmDHjh0oigKok+meeuop3nnnnVo91vr16xk5ciRhYWFoNBoWLlxYY/tff/2VuLg4GjZsiK+vL7169eLPP/+0axMfH49Go3H4Ki0trVXfhBBCCCHE1e+i0iQaNGiARqOx3S4uLqZHjx64uKi7G41GXFxcGD9+PDfddNNFH7y4uJgOHTowbtw4br311gu2X79+PXFxcbz55pv4+/szb948Ro4cydatW+1Wv/P19eXo0aN2+7q7u190v4QQQgghRP1wUcHwzJkz6+Tgw4cPZ/jw4Rfdvmo/3nzzTX777Tf++OMPu2BYo9EQGhp60Y9bVlZGWVmZ7XZBQQEABoPBaUrIpWY9xuU4lrg85JxefeScXn3knF5d5HxefS50Ti/Vub6oYHjMmDGX5GCXmtlsprCwkICAALvtRUVFREVFYTKZ6NixI6+99ppdsFzV1KlTmTJlisP25cuX4+npecn7XZ0VK1ZctmOJy0PO6dVHzunVR87p1UXO59WnunNaUlJySR7/Ly+6kZmZSWZmJmaz2W57+/bt/3anLtaMGTMoLi7m9ttvt21r1aoV8fHxtGvXjoKCAmbNmkWfPn3Yu3cvzZs3d/o4kydPZtKkSbbbBQUFREREMHToUHx9fev8eRgMBlasWEFcXBx6vb7OjyfqnpzTq4+c06uPnNOri5zPq8+Fzqn1Sv7fVetgeOfOnYwZM8ZWW7gyjUaDyWS6JB27kO+++45XXnmF3377jeDgYNv2nj170rNnT9vtPn360LlzZz744APef/99p4/l5uaGm5ubw3a9Xn9Zf6Eu9/FE3ZNzevWRc3r1kXN6dZHzefWp7pxeqvNc62B43LhxtGjRgjlz5hASEmI3se5y+eGHH7j//vv56aefGDJkSI1ttVot3bp14/jx45epd0IIIYQQ4t+i1sFwUlISv/76K82aNauL/lzQd999x/jx4/nuu+8YMWLEBdsrisKePXto167dZeidEEIIIYT4N6l1MDx48GD27t17SYLhoqIiEhMTbbeTkpLYs2cPAQEBREZGMnnyZE6fPs38+fMBNRC+7777mDVrFj179iQjIwMADw8P/Pz8AJgyZQo9e/akefPmFBQU8P7777Nnzx4++uijv91fIYQQQghxdal1MPzFF18wZswYDhw4QNu2bR3yNW644YaLfqwdO3YwcOBA223rJLYxY8YQHx9Peno6qamptvs//fRTjEYjjz32GI899phtu7U9QF5eHg8++CAZGRn4+fnRqVMn1q9fT/fu3Wv7VIUQQgghxFWu1sHw5s2b2bhxI0uXLnW4r7YT6AYMGOAwCa8ya4BrtXbt2gs+5nvvvcd777130X0QQgghhBD1V62XY37yyScZPXo06enpmM1mu6/LVUlCCCGEEEKIS6HWwXBOTg4TJ04kJCSkLvojhBBCCCHEZVPrNIlbbrmFNWvW0LRp07rojxBCCCGEuIxO550n4UQOydnFnC0o5bzBRKnBjEYDvu56Ar1daRniQ9twP5o29MJF5ziWajIr7Ew5x46UXB4dcGUqjv1VtQ6GW7RoweTJk9m4cSPt2rVzmED35JNPXrLOCSGEEEKIurEnLY8Zy4+y4Xj2Re/j5qKlVSNfogI88XF34bzBRHpeKQfO5FNYagTguraNiA7yqqtuX3J/qZqEt7c369atY926dXb3aTQaCYaFEEIIIS6xcqOZLSdzSM8/TyM/DzpE+OPnoQ5Ini83seZoJov3p5NwIgdFUegQ4c8dXSMY1iYUrdZ+gbRSg4n3Vh7j8/UnMSug1UDHCH9aN/IlzN8DD70OD1cdZkWh4LyRswWlHDpTwKH0AorKjOxNy2NvWp5DH33dXRgSG4K5huII/0R/adENIYQQQgjx1506V8KaI5m46LQMjQ0h0Nut2rZbT+bw31/2kZxTYtum0UCLYB/c9FqOZhRSZjTb7bP2aBZrj2bRupEvE4c0Jy5WXTV4U2I2L/12gBNZxQDc1DGM/wxtSUSA5wX7bDYrpOSWcOB0PmcLSikoNeLpqiPQy5XYMF9ahPigd5JC8U9X62BYCCGEEEI4dzSjkO+2pVJuMnNjhzB6xATa3a8oCnM3JfPW0sMYTOoI6huLD/Pu7R0Y2ibU4fE2JWYzPn47ZUYzgV6utAn3IzWnmOScEo6eLbS1a9zAgxHtGjG0TQiuOh3LDqbz5eYUDqcX8OBXO4kI8ECr0ZBiCagb+rjx5s3tiIu9+IIIWq2GJkFeNPkXpUBcjFoHw+PHj6/x/rlz5/7lzgghhBBC/JPsP5XPW8sOcyavlKGxIUyMa4G7Xue07bIDGTzx3S5bkPvt1lSGtQnh9Zva0dDHjfPlJl767QA/7TwFQJeoBhSXGTmSUchDX+/k1RvbMrpnlO3xKgfCg1sFM+uuTni7qaFbZkEpB88UUGY00zzEm5ggLzSainSIdo39eKBvDJ9vOMm8Tcmk5Z4HQK/TcE+PKJ4e0hx/T9c6ec3+bWodDJ87d87utsFg4MCBA+Tl5TFo0KBL1jEhhBBCiNooKIfD6YW0bdzAIU+2MpNZ4aM1ify25zSN/Dx47tqWtG/s79BuZ8o57vliC6UGNQXh0/UnOZJRyNyx3dBVefwTWUVM+nEPBpNCvxYNaeTrzi+7TvHnwbNsTz7HDR3CWH8si5PZxWg18H8jYhnfJxqTWeGl3w/y7dZUXlx4gJyiMp4c1JwlB9KZ9ONeyi2B8Ox7O+PmUhGEB/u6E+zrXuPr4e/pyrPDWvFg36YcOJOP0azQOdIfH3d9jfvVN7UOhhcsWOCwzWw28+ijjxITE3NJOiWEEEIIAWrgWm404+HqfDTW6uutqby2U4d5ZwKdI/2ZM6YbDbycj3y+8vtBvtqSAsCJrGK2f5LL3LHd6NMsyNYmp6iMR7/ZSanBTN/mQdzQIYyXfjvIumNZzFh+lOeubWVrW2ow8fi3uykpN9EzJoB5lmB5TO9oJv24hyMZhcRvTgYg2MeNd2/vyDXN1WO56DS8cVNbgrzdeH/VcWauPM7n609SXK4uZDY0NoQP7u5kFwjXlp+n3u65CXuXJMtZq9UyceJEWQZZCCGEEDXKLS4nflMSyw6ko1yg6sD6Y1n0eHMVsS8v47mf92IwmZ22O3A6n1cXH8GMOlq7KzWPp37Y4/Tx1x7N5KstKWg08MKI1gxo2ZAyo5kJX+5gW1IuAEaTmSe/383ZgjKaBXvzyb1duK1rBG+Pag/A7LUnWHX4rO0xX198iMPpBQR6uTLrzk62UePYMF9+f/waZt3ZkQnXNOHlkbGsmNjfFghbaTQaJsW14K1b2uHj7kJxuQkXrYaH+sXw8b1d/lYgLC7skk2gO3HiBEaj8VI9nBBCCCH+JYrKjCRnF9MixAdXl+rH2TILS7npw02cyS8F4J4ekbxxczunbZOyi3n4652UWEZIf9xxCk9XF165oY1dO0VReOX3gygKdAo08+qdfbjts62sP5bFTztPcXvXCFtbg8nMa4sOATCudxMm9I1hdK8oHpy/k3XHshgfv53Z93Rm2cEMNiXm4OmqY/Y9nfGy5One0CGMXSnniN+czMQf9vDNhJ5sOpHN11tSAZhxewdCqqQuuLpoubFjODd2DL/g63hn90hu6hROUnYxYf4ettJpom7VOhieNGmS3W1FUUhPT2fx4sWMGTPmknVMCCGEEFdGXkk5n6w7icFk5sF+MQ4BXmUHTudz39xt5BaX0yzYm28n9Kg2l3XKH4c4k1+Kl6uOEoOJb7amMqhVMINbO1Y0eGPxIVvawV3dI3nq+z18mZDM9e0b0TU6wNZu4Z7T7Eg5h4dey01RRlqF+jAprgVvLjnCG4sPM6BlQ4J91P58syWFE1nFBHi58tSQ5gC4uej4dHQXxs3bTsLJHO6bu8322O/c1oEWIT52/Xr+utbsP53PzpRzjPxwo237/4a3YkDL4It4dWvmrtfRupHv334ccfFqnSaxe/duu699+/YBMGPGDGbOnHmp+yeEEEKIS+BkVhHLDqRTVFbzVVyjycy4+O18su4EczYmcddnW6rdx2xWeOr73eQWlwOQmFnEsz/vc5qecCSjgMX70tFo4KeHe/NAX3We0fQ/j2I227c/cDqflYcz0WrgjZvbcWPHcG7v2hhFgf/9up9yS03dojIjU5ccAeDR/jH4W0r1ju/ThLbhvuSfNzDld3UkOCO/lHdXHANgUlwLu1FXd72OL8Z0ZVibEDQaCPV156O7O3Ndu0YOz8PVRcvcsd0Y1kYN4N1ctDw7rCUP9ZN5U/9WtR4ZXrNmTV30QwghhBC1kJJTzMyVx3HRanh2WMsaKwusOnyWB7/aicmsENPQi18f6V1tWa1fd59md2oeri5a9FoNJ7OL+XTdCf4ztKVD2zVHMzmRVYyPuwvx47pz1+dbWHcsi42J2fRt3tCu7byNyQAMbxtKbJgvYf7ufLc1lSMZhSw5kM717cNsbT9akwioaQlNG3oD6ojsqsOZJGYW8fmGkzw2sBmzVh4js7CM6EBPxvWJZtVyNTB20Wl565b23PjRJhbvT6ff9lT+2JtOQamR9o39uLNbBFV5ubnw6eiulBvN6HUauzJlVfl56Pl0dFcKSg246rTVlloT/w7/vmVChBBCiKtQqcHEt1tT+W3PaUzmmieWnS83MXbedhbsPs1PO0/xwPwdGKuZXFZSbuS/v+yzPebJrGJmLD9W7WPP25QMwDNDWzDj9g62bfnnDQ5tv9igrkp7d/dIukQ14J4ekQC8u+KY3ehwbnE5C/ecBtRRW1DLft3fV/35/VXHbaPDRzIKWHYwA4BHBjSzPYa/pyv/N6I1AO+tOMb/LdjPFxvV4780Mha3KrnKbcP9bKPP//1lPxsTs3Fz0fLu7R1xqWGVNFcXbY2BcGW+7noJhK8CtQ6Gz549y+jRowkLC8PFxQWdTmf3JYQQQgjVLztPMXrOVr7dmlpjO0VReOTrnTy/YD9Pfb+Hl38/UGP7H3ekkZRdjF6nwUWrYe+pfH7fe8Z52+1pZBeVExngyfzx3QH4YXsaOUVlDm2PZBRwOL0AV52W27tGMDQ2lObB3hSVGflma4pd2wOn80k4mYOLpYQYwCMDmuKu17I7NY+1x7Jsbb/ZkkKZ0Uy7cD+6RDWwbR/Xpwk+7i4cO1vEkgPpAMxaeRxFgevahdIy1D5f9+ZO4YzsEIbRrPDN1lQURZ2EN6iV81XUJsY157YujdFpNTTyc+ez+7rSLNi7xtdW1D+1TpMYO3YsqampvPjiizRq1OiiPz0JIYQQ/2aKovDzzlPsTDnHhL4xFwyq1hzJ5D8/7QVgw/FsfNxdGNkhzGnblYczWXO0Inj8eksqd3aLpG24n9P21sD0xetjKSw1Mv3Po3yxIYmbO4U7/F/+fnsaAPdf04R+LRrSvrEf+07l8+uu0zxQJc91wS519HZgq4a2NIqH+jflmZ/2Mm9TMuP7NLGNhM6xjMqOaN+IMH8PAIJ93BndM4rPNyQxc8UxBrRoSLnJzHxLTd/7r2li1z8/Dz3j+zRh1qrjvLn4MHklBpYeyECjgacGt3B43hqNhndv70DrRj5sS8rlmmZBtpFmZ9xcdEy/rQNv3tIOF23NqQ+i/qp1MLxx40Y2bNhAx44d66A7QgghxOVzqhgm/riPZiE+PDGoucOqYpV9uy2V/1ugjtguP3SWVZP6V7uoA8B7K+1TEab/eZQR7Ro5XRktfrMaWD7cvymnzpWwaF86X25OZvptHRzanswq4tjZIly0Gm7sGI6iKMxadZxD6QXsScujU2TFyOvBM/kcySjEVaflxo5qIH5X90j2ndrPd9tSmdC3Ijg1mRVbKsPNnRrbHuOGDmHMWH6U9PxSFuw+zV3dI8nIL+UPy0j0/dfYB6MP9W/K11tS2Xsqn9VHMknPLyWrsIwQXzenE9Ie6h/Dwj2nSckp4YWF6ut7T49Ih1FhK71Oy6MDmvHoAKd3V7uPENWp9bsjIiLigkWyhRBCiCvhq4RkxsdvZ+3RzAu2zSsxMPuQjkX7M5i58jizVlafR1tqMPFupTzb3OJyPl1/str2RzIK2HcqH1edlo3/HYiPmwupuSVstSzqUFlWYRkJJ3IANfd2rCXlYMn+dM5bauxWtvyQuthDr6aB+Hno8fd05fr2apBprXdr9fPOUwDExYbYRnpHdgjDy1XHyexitiefs7VNOJHD2YIy/Dz0DGxVMfnN1UVrC3g/X38Sk1lh3qYkjGaF7k0CHJYxDvJ2s6VNPPPTXt5cchhQA31nNYg9XV2YN7YbsY180Wk13NIpnBdGxDp5VYWoG7UOhmfOnMn//vc/kpOT66A7Qgibokw4uADO513pntjLPg6/TIBNs8DsfMKOEJfKgdP5PPvTXn7ckXbBtr/tOc2Lvx1k9ZFMHpi/g2NnC2ts//XWVIqNFaO0X2xM4pylRFhVfx7MIKe4nDA/d2bf0xlQA83qVkRbsk/Nf+3fsiGNG3gywhKs/rrrlEPbZQfSMSvQobEfkYGedIlqQLi/B8XlJtY4CeqXWyaXDY2tyJO9t2cUAIv2nSGvRH0O5UYzv+1RR29v7VKx4IO3m4utP5Vf1x8sP4/s0MhhxbM7u0fi6+7Cyexi3l1x1La0cHXlxB7qF0OorzvnSgyUlJvoFt3A1kdnYhp6s+Spvhx/fTjv3tFRJqWJy6rWwfAdd9zB2rVradq0KT4+PgQEBNh9CSEugdwk+KgH/DQWPu0LxTkXt5/JCOXFddcvQyl8Mwr2/wQrXoKED+ruWMdXwIFfwOw4Mib+nUoNJp77eS+D3lnLykNnL9g+s7CUe+ds5aedp3ju5322y/LOKIrCB6sTbbcNJoVP1p2osf3CPWrAOv3WtrQK9aGk3MTi/elO21tHY2/qFE5cbAgBXq5kF5WxM+Wc0/brj2cD6ogswC2d1bQDZ6O9iyyBs7W0mEajseUWV33OmQWl7E7Lszx2qG17pwh/Yhv5UmY020aDVx85S25xOcE+bvSrUubMuirbkv3pFJYaOFdczp8H1CD7zm6RDs/H283FNmL90ZoTlBnN9IoJZFAr54tMNPBy5ddHe/Nw/6Y8O6wl88Z1v6hUBWcpJELUtb80MvzZZ58xd+5cPvzwQ9577z27LyGueul74aub4ft7IP903RxjzRtw3nI5NS8VNr9/4X2KMuGzAfBmOKx69eKOU5QFvz8JCx+D887/qds5+CucS664vfkDMDofSftb9nynBt0/j4c/nrz4/RRF/RKXhaKol8un/HGQ03nnL9h+9ppEftxxipPZxTz27S4yC0prbD9/cwp5JRXlvN6rUq6rsr2n8knMLMLTVWermLDsQAZlRucfpo6eLSQltwS9RiGudTA3dVJHTpc4CYbLjWbWWSa3xcWGoNdpGdBCDS5XH3Ecuc0vMbDvVB4AfZsHAdAt2vlo79mCUrYlq7/r17WvyKcd2UH9edWRTApLK16DlYczURToEOFPqF9FXWGNRmMbef12ayqKotgmzt3cOdyhlFiXqAY0behFSbm6CtyPO9IoN5mJbeRb7aS9Rwc2Y0T7Rmg00CnSn1l3daxxQlqYvwf/G96KxwY2w9ut1lOUhLhsah0MjxkzpsYvIf5VTu2AL4bAnGFw9uCF25/Pg29ugxOr4cgi+OGei0sVMJZBymYozr5w2+JsOPCr+vOA59XvO+PB5Fjj086Kl+DsfkCBDTPg5Lqa2ysK/DwOdn0Je76GXx+8cN/2fl/RL+9QKM6CE6suvN/xFeood+LKC7c1GWD1axW3d38NWUcvvN+x5TCjJXw+CAqcj+79XTpTKdpVL8P66VBeUifHuJJ2puTSd9pq+k9fQ0rOha8wfL0lhSl/HGLepmRGz9lKqaH6UfxSg4kvEypKc5UZzXyZkFxte2vlBoBpo9rjaclx3X8632n7pZayXINaBdO3eRDBPm6UlJvYetIxRxdgc6J6taWZn4KXmwvXtVWDzy0nc8iuUnJsa1IORWVGgrzd6GDJjx1oGRF1FgxvPpGNWYFmwd408lOrLGg0Glte7+J9Fe/PRfvSURToHOlPuKUiA0BsI19iGnpRbjSzotIouvV5Vk6RsLqxYxjebmoqw7Q/j7L2aBZajfORXo1Gw8P9mwLw1tIjTF2qLlZhHf11xl2v46O7O3P89eEseLSPbYljIf7tZHql+OfKS4ODC9URz7pQnAPf3g6ntkPaFvh61IVTDLZ9DkVnwcUDNDo4sxuOLql5n/ISmHstzBsO73eCM3tqbn/4d1BM0Kgj9HsGvIKhNK/m4LYwA/b9oP4c0k79vmV2zcdJ2QTJGypuH18Op3ZW3740X90HoN0oaH19xX41ObNbfZ0PLoBvboeM/TW3P7EGCk6DV0NoOkjdtufbmvcpzYcFD6nn5swu+PP5mttbpW6B1W9AvmMepzMd0uLRbfkIVr9+8ce4hMxmxWlt2Oos2Z/O6Dlb+XH7hfNtDSYzT363h7Tc86TklPDsz/su2P6jNRVpCCeziu2CvKrWHs0k/7yBMD93Zt3ZEVCDwupGeg+eKSCjoBRPVx03dAhjQEt1JHaZ5VJ+VdaR26FtQtFoNLbL986CVYCEk2ow3NxXPX5koCdtw30xK9gFnwCrDquPMaR1sO0yfr8WDdFpNSRmFpGWa//ByJoicU2zILvt1jSIVUfOUmxZ3tiaQ2wdmbbSaDTcUCVV4lxxOZstE+2cVWXwcnNhVBc1HePjteq5uaVzY5oEeTl9DW7p3JjuTSrSG7tENeDWLo2dtq2spgUrhPg3kne0+GdKWg8fdoWfxsCH3S4cQP0VCR9ASQ74NALPQCg8A9u/qL692ayO0AKMnAW9H1d/vlCgtmmWGqABlBXAH0/VfCn/uGX0tPVI0Oqg1QjL9hqCzgO/gmKGiB4waq66LXEllBZUv8+ur9TvXcZBu9vVn/d9X337lAQwGyGgKQQ2heZD1e0nLrBE+7ppat9ADfLXvV1ze+uHi9Y3QMd7LM/lAqPP+3+uSCsBNfC+UArLqR0w7zpYP029MnChD0L5aTQ+l1Bxe/dXaprJ31BqMDkGg4ZS2PKx+l6sdF/+eQM3zd5El9dX8pZlFK8m+0/l8/i3u9hwPJvnftnHNidVDCpbfSTTLtVhW1IuB884H4UF2Hwih4yCUoK8XXl6SHOAGie5WYPSa9s2YkjrEFxdtCTnlJCYWeS0/TrLgg19mgXhrtdxrWXkdtmBDIfXLLOwlCMZ6mS5Pk0DgZpHbs1mxfZ6NPOteKxhlhzcysGwoii220NaV4zG+nno6WIpYVa1csXGRLXv/VrYB8Ntw32JDvSk1GBm8b50jmQUcPBMAXqdxm4pYivrtg3HszlXXM7yQxmYzAqtG/lWG+A+O6wlvS2vQffoAF4eWX1VBp1Ww7yx3fjvta14ZmgL5o3rVmNpOSGuVhIMi3+esiL49SEwWvIJS/NgwcPq5LCa5CZB/PUwsx1s/azmtsbyisB2xAwY/LL68+5vqg9U0/dAwSlw9YbYGysCyMSVUFbNrHVjKWz9RP15+HTQe6qPk7zReXuzqeK+pgPtvyetr/75HP9T/d7mZmjYAgKbqYHrybXO25sMcGyZ+nP7O6DdberPh/+o/vmnbVG/R/VSv0f2BDRwLqn60fvi7Iog/rZ49fuxP2vOTz5pCa5bDIMm/dSfzx6AkhqCOWtaydDX1Q8EKGoaS03WvKEG56Ce1+1zamyuPfALGhTM0X0hvIv6+h74xXZ/udHMnrS8apfErertZUdo8/Kf3Dd3m316we9PwLL/weL/wMZ3bZs/WXeCfafybT/vsUyiqs4XG09SeUXfz9ZXP5kMKnJlH+wXw/C2alC4dL/zUVjANgEuLjaUWyw1aXemnLPLb7VSFIX1x9TR0gEtG+Ll5kK3aDWQ3HLS+eRQawkyW3DbsiGuOi0ns4s5kWX/wWVTovrYbcJ8CfR2A9RRWRethtTcEoeR20PpBeSfN+DlpqNxpXUz4tqowe7GxGzbyO2B0wWczjuPu15Lnyojvf0to9VrKy2WkZxdTFruefQ6DT2aBNq112g03NldTVn4fMNJPrOUZhvQMpgAJ/WKmwV7E9vIF6NZYcmBdFsO8Ih2oQ5trbzcXPj2gZ4cnDKMHx7qiY+7vtq21vaPDGjK44Oa43uBtkJcrSQYFnWvMEPNs30rCn6+v+bRSlBzRAvPgH8UTDwI7v5qMHRsafX7lJeoE66SN6gTzpY+WxEgOZO0Tg3IvIKhxbVqEOniDtlH1WDVGWvw2HQQ6N0hpI0adJrK1ADPCc2xZWow79sYut1fEXRaUxqqSt8LZfng5qemSQBE91W/Zx12HnQaStXL/da+ATQfpn6vbjT51A61X56BENEdmvQFnRsUpkNOovN90rap3yN6qN/d/SDYMuqUttX5Psf+VIPGRh0sgXprMJVXP9JbeNYyQU+jBtvewRDUElDUnGtnSgsg1TJi23oktLKmb6xw3h7U96R1RPuaier3fT/a7s4sLOXjtSfsRkY1J9QRe6XVSIi9Sd1oyZcuLjMy8oON3PTRJu6bu60iIFYUWPo/9b2//AXbB40tJ3P4eO0JTGaFDcez+dxarzY7EfZX9INN74PhPEaTme+3qfVjvVzVklNfb7FfGreyknIjSy3pBO/eri7asPZoFvnnneedK4piu/w+oGVDhlqCwpWHq6/4sOmEGoAOahVMZKAnTYK8MJoVNiU6BrdpuefJKChFr9PQLVq9LN/TEihucZLTazSZ2WWp0tDNchnfx11Pj5gAy3Ox/z3YYE1LaF4RrHq5udAxwh9Qc3grswbgXaMaoKs0ENoyxIeIAA/KjWY2HFcDXGt1iUGtgvFwtS/3ZU3d2HwixzZRz/qadYsOwMvJpLG7ukfSwFPP8cwifrWs9vZwf+flyQBu6qSODv/fggPsTs3D1UXL7d0iqm1f+fnLamtCXBwJhkXdMpyHr29Vg7LSPDjwszqRqrpJZ4oCOyyX+Xs/AX6WIBJg66fVH2frx2oQ5x0KbW9Vty1/UZ245szBher32BvVVAR3X2h5nbqtUlBkx3r53tpOo6kIig7/7nQXrXV7+9vU47S9xfJYS52XDLOO/kZfo7YH8AyoyAOunONrlbZVHYH2aQRBluVLm8ep34+vcD7Saz1Ok/7qcfQealAMzkeTjeVw2pJPHNGzYntkj4o+OGMNxq3BebPB9sev6pQl4A6OVYNtUF8LqH40PWWTOsLboAk0iFYDe2ufLK/xxuPZfLs1taKk1dElgAKNu0HvJ9X877P7IS+NUoOJOz7dwtvLjnDzR5s5mlEI5cVoTm0HwBwzqOJDR/JGMBmYszGJo5aatptP5LDQUtuVvd+r783SPLXyhuUD1VeWQNZ6Sfq7bamYzEpFmkqzIeAXqe53bBnbknM5V2Kggaeez+/rCqh1b201bk0GNZC2nOvNiTmUG800buDBzZ3CaRbsjdGs2AeRpfm238MTWcVkFZbh6qKlc2QDWxmuIxmFTnOUs4vKOGkZne1uCW77W6orWNMbKtuapAaf7Rv72wLKnk2twXCOQ9rD4fRCisqM+Li50CrU17Z9QEs19aHySKyiKLZguG8z+/JhvS0juVUDdGsw3LNSviyoI7fWVIk/9qr5zIv3q+dyRDvHNIbYRr409HHjvMFkS7tYflANhp1NcAM1vWLaqA62xSceH9iMLlHVlyUd3TOa6EBP2+3HBjSTiWtCXGK1DoaLi4t58cUX6d27N82aNSMmJsbuS/yLmE2wbjq80wKmN4M1b144FcHKZLy4ElZbP1VHdb0awo0fqRPPTqyCQwudt09NUEdn9Z7Q3pKG0PV+NVhJ3uC84oOhFBI+Un+Om6Iex6eReun70G+O7Y3lcOQP9ec2N1dsrylVIC9NzVvWaCtyZaEiMD6xxqHag9ZsQHPSMgLaeqT6PaqPOtJdkl0xmluZLUjtZ7/dettZEGkNXmMGqAE6QFRv9bUuyoAsJ/mlzo7TpH/1x8jYrwbcHg3U0XAr6yhxqpNgWFEqgndrEOzkedjlzVqDamtgDhDdR/1umbwXvymJnm+uYsofBzGblYpRYWsQHNIOXH3U/OyzB1l2IJ1752zl+QX7eeSbneqxki0TAZsNUT9shHW0HePnnadIylYDvXKTmZkrj8GZPWgUE+f1DdSAO6SNeh4NJSgZB/hpp3r5umWIunzsN1sto7ZbP7Z/TbbMptRgYrVlQtYPD/bEx82FM/mlapUE62h121sh9gb15+MrbcHewFbB9IwJJMDLlcJSo5o2UZILH/eGD7uoFUEUhfWWUc0BLRvaTSbbnJijnpdlz6uj1XOGQGkBCZaR0y6RDXDX6wj0drM9F2crpu2wrFrWMsQHP0/10ro1ZWD9sSyH4NYaKFaerNW+sR/uei05xeUcO2ufN2wtNdYluoFdDutAyzG2JeXa0hgOpReQVViGh15HtyYN7B7Hmju7+URFwG00mW0VJnpUaQ9qGTJQ84Z/33uGtFw1RaLyimxWGo2GIa3V13bxvnSyi8rYkaI+dlyb6lMZ4mJD2Pb8YDb9bxDPDGtZbTsAD1cdPz7ci2eGtuCd2zrwxKBmNbYXQtRerYPhCRMmMGfOHPr27cvjjz/OU089Zfcl/kUWTYQ1r6sz8Iuz1IlNvz9ec5BbnAM/3gevN4R3msPOL6tvW5oPGy21p+Neg073wjVPq7fXvOE88LaOCrcbVTEy6BdeMYls99eO+xxaqE6E820MbUepo5xdLaPJ2z53bH9yrdo37xBL3qtF04FqEJ6fpqYrVGZNkYjoAV6V8gDDOoFnkBp4VRkdDSo8hKa8WA3MG3VSN+r0aloGOOa0GssrBXZVgmHr6KizVAFrMGwNZgFc3CpGbZOqjCaXl1SMwFY+Toxl/+QNjiP31nzhiB6grfRnwxq0pu8BYxknsor4cXuaGqhkHVXPi4sHhKkrdhHZS/1gcy4J8lKJ35REu1f+5KbZm8ktLndMxaj889mD7E9OZ8qiQ2QUlDJvUzK/7T1daR/LudS52PplTtnM9D8ryrKtPZpFQmJ2xesY1dvy3RJwJ2+0ze63zspfdSST0hT13J7ztHzg12jUvGEg/dBG0nLP46HX8eloddvu1Dyykg+q7yOtCzywxvb4uw4f57zBRKivO12iGtjyUDcfTFYrb4CaGmP9AHFyDVstI5m9mwah1WroYQkqt5zMgbVTIduyTPD+HyFxpW2J3V4x6mP3tKQXbEnKUUezt3wEKOpo//rptlSFXk0r3tvWnxNO5KgfnHfGq1dNzCZ2WILVrtEVwWSPJgHodRpO56nVKCqzBreVg2E3Fx1dotT9tyXZj9xutwTP1pQKqyZBXkQFelJuMtvSOqwj0b2bBjqsmtYp0h93vZbsojLbRL3daXkUlhnx99QT28iXqtqE+dEtugHlJjNPfb8HgFs7N8bT1XmdXOviGIv3pTM/IQWzouYuVy6T5oy/p+sF21gF+7jz+KDmjOrSWBalEKIO1DoYXrp0KT/99BNvv/02Tz/9tATD/1Z7v1fry6KBke/DjbPVIGXvd9VXVDCUwje3qqOtilkNoP94svqAePOH6mXeoJYVo7y9HlPzVHMSHfNmi7MrRnK7jre/r/N9Ff2uusiDtb9dx6qBkLW9Vq8GfVUD24OWXOLWN1SkIoAaRFsDkCOL7fexpUgMt9+u1aqji+CQnxuav6tin8oBZCvLaHLVPONT28FQogbXwa3t77NOVss+Zp83fP5cRY5zTH/7fay5xsnqKKwtjzVtq5q36xsOAZWu5oR1Ar0XnD+HIeMgry86xMgPNrL+WFbFKHblIBXU1ATPIDCVc3L/Zq6btYHnftnHnZ9twWQNwiO6gYtlcpC7ry2IzNy3gtcWH8ZgUtiblsesP/dXBIOVR4Z9w9X0F8XEurUr7T6rfbnhmPN9LJP88o+u50RWMV6W8lwAa7buUHPStXoI72p5rdQPG8akjbbVvZ4Z2tJW5zXvmPoh5ZxXpVG5xuq+hSfU16Z300Cig7xseapnti209KUPhHeG0HagmMndq76X+jYPQqPR2PJcCxM3qOke/lHgHwGNu6tXIgpOk3lKzSm2BsE9Y9RAdVfi6Yraz8FtADBs+YQjGWpevnWSWtfoALQaSMkp4fxmS7qRt3oZX9n9NXuT1Uv7lYNV6zESTubAylfUKii/PgArXmK7NZ+3UrDq6epCZ0t1hY2JFTm6ZyzBsVaDLfi1sk4wqzz6rCiKLXi2BvFWGo3GttiFdeEKa8qEdWS6MjcXna2P1kl26y3Bc9/mDautnPDi9bG469Xf2WAfN54c3NxpO1Bzn1uG+FBYZuT9VccBalx2WAjxz1PrYLhBgwaXbNnl9evXM3LkSMLCwtBoNCxcuPCC+6xbt44uXbrg7u5OTEwMn3zyiUObX375hdjYWNzc3IiNjWXBggWXpL//WIqiBm9f3gDTmsKn/dUR0epSHrKOwaJJ6s8D/gddxkCneyDOsmrZn/8HmYcd91v6rBp4eDSA+1dAn6fV7Yv/A2nb7dsWZVWkLgx6oSLodPNRczRBnSlfOW9299dqkBbWSf2qrOkg8AlTy2dVnkh3epcaRGr10Om+iu0+IRWpCZWDdcN5OGwZkbXmFldmnXxVORg+n1dxWd96f2WV83OtzCYaWYNh66i2VcxAtb+5JyDnBHkl5RSVGSsWr2g6sCLdwcozQL00D5xPXM/UpYeZsfwoZcfXqh9MglqAb5WcRutIcfJGPlh5lFYvLmPUx5s5f9RynCb97I+j09sCyi1r/uCLjUnsP53PQ1/twFRdMKzRqHm3wJb1f1JmVAPu/afzOb3XUiIu6hr7fSyB55m9KzGZFfSWGUxHdm1Uz79nkH2QXmkU9nySOkL72egu6LQazOkHnKdvRKojvi6ntgEKA1sFc08PdRZ/6QlLkB7WCVwtuZiRPUGjxSUviYbKOVo38iXUz912md0jcw8A5zybVhzDEkj7Zqsftqwjqdbv+lTLcaxpNZYPTZ5n1FFp68Qwa4AYmLXD8vpYPsS4edsC3LYkEuTtSuMG6kiiNVD1SF2vXpXwj7SV1NMlrcNLKSEq0JNgXzW31NddT5swP7SYcUmyjFLf8TV4h6A5n0tU8V50Wo1tQQn1GAFoNJCfeQpla8XfWWXLx2SeTrZ7DlbWurqbT2SrfwMyDqgjy0C7xv4O1QqswffWpFyUknOQuIoTp7PILS7HXa+lXbg/VVlLpv15IIOUnGK2WwLngS2dLwtsPR9rLUGwNRjuV2myXVXtG/uz5Mm+vHlzOxY9eQ0hvtXn6Gq1Gl4eGYuLJbDuGOHPrZ0vXKtXCPHPUetg+LXXXuOll16ipOTvr75UXFxMhw4d+PDDDy+qfVJSEtdddx19+/Zl9+7dPP/88zz55JP88ktFeaOEhATuuOMORo8ezd69exk9ejS33347W7dWM8Hn364kV01b+P5utUJCSbY6UrjkGYi/znExgfIStXavoVgNhvo9W3Ffr8fUiU6mMnUEqPII7M4vYdd8QAO3zlGDpiGvqBPIzAa1fVmlvL91b6vHaNSxIii16na/mm+Zk1gxEmwsr5gg122C4/PU6qDDnerP1vq4ANssJdTa3KwGwJV1sayIuP+nihqyx/6E8kLwi3AM7EANXDQ6yDxIYfoxdqeew3DUUhGhYSu1vm5VTQepI3iZh9i6ey9vLT3CyT1rcDfmo7j7QXSVlAd3X9vl+e3Lv6PL6yvp89Zqig9ZRpabDnY8Btgu5Ses+p1P153kg9WJbF/1k3qfdXS6srCOahm48+dYumolRrPCjpRzZO+3BO0xA6o9xvnEipzeUONpdMWZarUJS1BqJ0INhn2y1RHaO7tFAAo+GZbfOWsqgpUlBzg4Rw3+Prm3C9GBnrRXLLnNET0cPww0Vo/b2nyMIG9XhrQOoVt0A7poLekBjbvb7xPWCbQu+BiyCCebAS2D6RzVAE9XHW0Mlrxza4k4UFNyQtoC0FV71Dai2r1JICHk4mfIRNFoyfOMrtjH8lo0MqbhS1FFlYSYQLSYiSjaa/d8rQF6TIlaM9vavkWID56uOjoqh+zbV3ptO2uP076xv606QPNgbwK8XOmtWD5wtRgOwa0gsBlas4E+2oN0rTIpq2dMALGaZPTGInCzjNBbPsgN0u4htpGvXbUEf09XWof6MkK3BY2pXH2NI3qgUUyM1GwgzM/d4TK/dcJaSeJGlJnt4JM++CRMU++rlIJh1THCH1edFpfCM5g/6Apf34Lvz7ejx0jnyAa2SWaVXdMsiBBfN3KKy+k/fS2Koo6YRwR4OrSFiolsG49nc+B0PvssK9j1a+E4klxZTENv7u4ReVGT1Xo3C2LZ0/346O7OfPdAT6f9FkL8c9X6N3bGjBn8+eefhISE0K5dOzp37mz3VRvDhw/n9ddf55Zbbrmo9p988gmRkZHMnDmT1q1bM2HCBMaPH88777xjazNz5kzi4uKYPHkyrVq1YvLkyQwePJiZM2fWqm//FPnnDRw4nc+S/el8su4EM5YfJX5TEofTC9TJNh/3USsZaF3UkdoH18K1b6n/7NK2wqf9UZLWk55/nryiEjVozTyklhS75Qv7NAGNBm74ADwC1AlT1lJQJ1aro78Ag1+sSCXQaNTFJ3wbw7kkzEv/y97Uc5w9ugV2WGq2xr3qGNi4+UDPRwAwrZ3Gr9uTObF6nnrp2ju0YiJbVZ3uBUBJXMkPS1YS/2cCirXOa4+HHdtH91MnO5UV8N2cGfR5azWJKy39anurfeqClWeALRj56vN3uXn2ZrYsjlfvqzrCW3mfxuqI6rKfP+eTdSfYvFgdjVaaD6tIEaishVpdwXh4MSazgsv5bLxyLAuLWCsVODwfdUQ1Mt86Cq8Qk2fJMW7mJIDW6dUcXaCX9hCNG3jgRxHhJZYc2ib9HfexBK6dzIcI8nJl5h0d6aFVrxIojbuoJeWqsowMd9Im0jHCn6eHtKC59jQNzOdQXNxt99tE9ETR6Agjk6b6XPo2b8iwNqF011r6FenkQ4plFLaj9gS9LHmz1zQLqgiGK6dIALh6Yg5tD0AX7TG6RTdAr9PSLTqA7lpL0B3Vx34fy4ejrtpjttHa7tEBdNSqpeZMQa0x6So9f69ADH7RAHR2Saa1Jf+0a1QDYnVp+FCC2dW7ohJIRHcUNERrMmjpVWyrEKDTaugc7kU7TZJdP+xf2+N2o7ZarYauUQ3ooz2gbrBNUFTPaXftEbt8XlBTEqznkshe6u++5b3WXXuYzpH+VNUzJpBeWkuQ3uo62+9mf+0+ulbJ5wXo0NgPbzcdk02foTGqC3gMzv6KGM0Z+jR1HIl11+voGOHPM/of0Z1X0xiC83Zzo26TXcpGZS46LQ/2s/9Q+ujA6ieVNQv2oU2YWqv3+g82oihqYF7TaO9f0SzYmxHtGzmUXxNC/PM5nxFQg5tuuqkOunFxEhISGDp0qN22YcOGMWfOHAwGA3q9noSEBCZOnOjQpqZguKysjLKyivJBBQVqvp3BYMBgcF6X81LaOv//aJO2hKS9r2BQXDCgoxwdpWY9p0wNSFWCbV/5eBGpycRft47WOvVyqxLQFONNn1bUpW3YFprG4fLzWDRn92P+8kbWGvvTRJtBT+1hFJ0rpps/R3EPgKrPzz0AzYiZuPx8H2z7lL1bV9JKk4YbBsyxN2Pq8YT9Pi5eaG74EN3XN6Pd8zXHd6birz0CGjOm2JsxR/R2PAZA5/vRJsxGl30Yfn8Mb+0B0ICp+4OYFa3zfXwj0TS/Fpfjy2ic8BKluKLRlWMM74ES0t7pPtquE9CteIE+6fP5xtCAmPMbQAOGNrc5PwagaXMbLknrGWlcyXx606N8q7pPi+ur36flSFzStnCLbgPfmIZwvUY9N4Zmw9E626fZtej/fJ4emsMMaWwmPOcgKJDv1wpPZ+cFIKIPWnQ0055hfGsFjKWEpeVi0LhCWHen+xjCeuKZuIJrtPu56e7XWPTDZ2iLFPK8muDlEeS4T0h70LjSkHzua1bCwBYBaHRq8JgT2BU/Z/0KbocOLY012YyMMhHoqeMWv0Q4D5n+HQlAZ38crRvnfFoTXHCAUUHJaBQTXSN96LZVPY4xvCdK1eMEt0OHhsaabPqGqr+XnRr70NwSQBvCujk8l2zf9jQ6s4s+bido5KPHYDAwIMxITGoGZjSYGnWx28cQ0hlPoLP2GP7hPhgMBgI9dfTzTAEjpHupNZUr/03I8G5NRH4yg33T0CgmDAYTrlq40T8ZiuGsXweCzIp69cTFizyvZjQsPs4tgSkYjRVpTEManMUt3UCxzhdXn4iKfoV2RA+01yRREOJqd+y+IeVEncy0PJeuYDBgatQNd+bQXXsYtwhfu/adGvuAJRjOC+6Kl8EAjbqgB1prUukc6uLw9657pA89dqj7GBv3RnH3QY86en4q0s3p38d7G52mZcYpynWeGIPa4Hl2O3e7rKV92Gin7QdGuXB9upqGY2wxApdji7lXt5KSqGeq/ft7T7dwTmYW8uehs4ztFUXvJv41/q1+qG80035cyTXaA6wydeb+Pp3t/r5fjr/zou7J+bz6XOicXqpzXetg+OWXX74kB/4rMjIyCAmxvxQeEhKC0WgkOzubRo0aVdsmI6P6lZSmTp3KlClTHLYvX74cT0/nl94uJa+ziTQjDaqW3tVwwTP0jWkwe13upNeuM2g1Z2zbFQW2a56iq2keN+s2cZeLmidYquh5TXmMDvvycTu4xOljFhogTRnHs3xJB426atVKU2d2F4+kxVLHhS/OGyFduZuJmm8YpVMvr6eZG/JV7mDaLHF+DEWBo8Y7+S+fcotOrR+baA5jSVIEUeec7wOwP2cgzyqr6KNTL3UbFB3TCq+jbTXHScsP4VYlgEhtFovcXgBghbkreVtO4KpzviLXmQJ3blN8idBmscX9CQB2m5txdFsaHi7Ol5tNzfHjQUVPO20yKwOm07AknwylAYsOKTRMduybwQxNzc3ppD3OWNMCgnQHwQiLStrgXc1zMSsQprSkh+YQ/fJ+Q2NZPW2buRVZy9c4DMADnEr34jGgj+4gy7ctZ4hhHQCrS1uic3IcRYEQcwt6aQ4Qm7mMtSsU28jgrymehDjZx6xAUyWa9pqTNE79gyVLztHDqNYkXlUQiZeTfYwl0dzKATqe38aSJUtwLUzFX1NMseLGL1tP4+ee4XCMNko4LTSn8Dq+mCUF6ehLzhKsyaNMceG77Zk0qPJ+zjnjzXigG4dZannfNkpXR9KPKJEcXbWJyvOnzmaf50GgjSaFZRuWsVenrmTW2ay+19Zk++PXAFasqMgNL84N4G4gtvwgSyo9z07lavrCuoIwPCo//9Im3MhxWhdutWsfmr4WgD2mGLIr/Y6VGMxcp3jipymhbM9ClpyMtt0XlL610nPZiFYDZ3NLeRCI1aSwdPNSDrtU+vulmBlk+WDz/XFXGpUsodwE1ygNaKQ5h/7gQpZk2E/cdCtMxl9TTKHiwcJtp3HVaumrBBCmycX/6AKWZLelqr6Fav+Xm7qRWtKJR9nODS4JrFmxzPEqEdAsfTNuGgPHzeEsKLqWZ5QldNSeYOnuxSw5VP38lMHlp7g7eC+ncnuyZImTOQ6VuJdls8z9JbyVIvLd/Nl86HWWHK+oJFH5nIp/PzmfV5/qzumlSNmFvxAMW+3cuZPDhw+j0WiIjY2lU6dOF97pEqi6oo61dmTl7c7a1LQSz+TJk5k0aZLtdkFBAREREQwdOhRfX8fSO5faySah/LC5K7EtYnDTKrhgxAUTruZS/A1ncS1MhbxUNOeS1dxXz0CKG/XknbwBxCf7Qyqc0gfw1s1taeTnTlGZkVcXHWZBcjrf8Cgp4SN5KOwk50xuPLC3OQdLgsgtDmHWHe2dvlYPfL2bdWVx7PPryhsdsll8yoMZJ8PxTHLhxyHdaRnqY7fPc7/sZ0HZCE77RPNqkwMcKfLkwZP9MGUG8cBd1+Dv6bjE5/rj2Xy8xYUCV4WXgjdxvKwBD2TdQXNjJI9c5yQvFbUe7ZQZ60k2PMn7PvPRYebZwrtYca4lGwb2x8/D8TiPfLObBMNDxLvNQK+Uk0kgL5aP4anwDtxkqSda1St/HOZd4228qVdTKsxoeMNwN7eEd+C6Ls73ee7XA3xrGsQ4lz+JLFEvXX9svAHfBq0Z42Qm+srDmczbPpROrse55pya6mFQdMwtH8Qfw65Fr3NM4ThwuoDvtvehh/4Q/ctWo6C+938yXMMj3fsT09DLYZ8XFh4k8UwYzbRnGB50Go6oeaw/lffm86HX4lYltzE1t4Rvtq+gl/4AA7xOonSJQL8nl1JFz5EG/Rh3XXeHY5zIKmb1jra0dznJ4IY5KMPi4MBjAKxSuvDx8OF27zNFUZi09wi3sohOLknorrsO7fbPIRF2mlvg06wr17VvZHeM45lF7N7RjBYupxgaYYQh16HZ+x0chX1KDJ5Nu3NdJ/sJhJPnu0LBh0QraUQM7gtuPmgWrYAM2GyKpVvna+xKa3289gQZqQ0I1ZxjePtglKg+YCxFu0ct07fXqyf9gLi4OPR69b32ctJZOP8NsbpU2g8frgZ7ioJyUK2ss0nTiXevU6uHmM0K/7d7FzeynK4eZ9BbtgMYf14A52CrsRljB8XZltDdkJjNvr0x9NUdYFgLT8ydK/bRLF0HGbDV1IquXfrSKtSH2WtPkpwUQrT2LNfG+qE0i6t4QTL2od9TQqHiQWpwX+6/rj3bk8+xc3cLrtdtZWiMFqVPxeMDaLfOhkTYbm6JZ0xXvN1d2LSnLbe5rGdI+HnMg+zbA2hSXoVi+KO8M2uzOnC/m55gcriuZwsIdPxd0C78DTJghbkLs08GMsS1KZ01icRFKyidHB8fgLMHcZn3ABpTGbF5qzA+uBG8qp8Qp1v0FFpFndPgZ85jqOcBzHGvYzAYWLFihd05Ff9ecj6vPhc6p9Yr+X9XrYPhzMxM7rzzTtauXYu/vz+KopCfn8/AgQP5/vvvadiw5kkJf0doaKjDCG9mZiYuLi4EBgbW2KbqaHFlbm5uuLm5OWzX6/WX5RcqpnVnjiRl0KrvdRd9PG/gZUWh2dZUXl98iM0nchn07gY6RzbgcHoBhWVGtBp4ZlgrHuk/Ao1Ggwfwaudc7vh0C0sPnqX3zjOM7hVt97jfbE1h3bFsXF20vDLuRmJCfXjIaGZL/DY2Jebw+Pd7+e3xa2yB56J9Z1iwJx2tBu68ZwKe0QG0M5kJeH8Dx84W8dG6JF65oY3dMRRF4eN1an6kR/dxuF0/Hd+cEs6+s4b04zkkZp+35V9WtuRgJrnFBg77X4PrM/+HTqvh2PsbOZ9RyII9GTzQz37Rl7MFpaw5lo3J3I7Td68h2nCS39LCyViTwZIDZ7mrR7TDMUxmhT8PnSXbNIixvaNoUbKbRea+7Ngdiv/RbO7u6XyftUezWGq8k5siS2lwdgsnGg3nq8Q4WhzJ5j/Xxjrss+54DovNPXnWay0RxerI43faEZw434D9Z4roEeM42WhrSh6LTL143v0X/Euy0QC5uiCWmrvT/uQ5Wob5O+yzLSUPL9NgXtJ+hW6NWi3kOJFsMcRwIL3IVpXAaldaAUtM3XlB/zUup7bAuqkArDZ3YnNqKS4ujku87j9TyCpTJx51+R2XxBVwcgUYCslWfFlTGM6ZAgPRQRWB+vGzhawticHopsW9KA3yUyBpLQBbzK0pSMvn5i6Rdsc4mF5EgjmWO1iLPnUj6PVwSh0Z3WFuSUpaPrd3ryhnpSgKa864cEoJorEmG23mPnXCYJq62EaCORaXtAI6RFY8/z2nC4kxq4Ghy5kd0GwAnNkOioEsxY+VZ73p26jM9nfBYDKzJCeYV7VaPMqy4XyWWhM78zCUn+O84sqyvMa8WGoi2Medw+kFbChtBu7gce4wGtN5dTIloM9UJx/uMjenW0YxfS0rwO0/XYROaUpfDqDL2Iuu8t+H02p95e3mlpiS82gXEcCO1DzCzC2J1p7F5fR2aF0pmLS9Xi3YmlKIXq9nR2o++ebmlue8S31dK0vdbHu98pLO4aLTUmpuw22sR5eaYN8fgIIzkJuIGS0J5taU4cphl9Z0NO1Dn7YZQqv8LiiK7RgbzGpu9Vba0ZlEXE5the5VSixarZmiTvQFNCXZ6BNmwfC3nLctK6oop9j3P7BhBrp936Mb+prt+V6uv/Xi8pDzefWp7pxeqvNc6wl0TzzxBAUFBRw8eJDc3FzOnTvHgQMHKCgo4Mknn7wknapOr169HIbKly9fTteuXW0vSHVteveuMqP9KqDRaLi3ZxSLnuhL9yYBGM1qfc7CMiPRgZ58/2AvHh3QzC546RIVwP+GtwLgtUWHOWCZWQ2QmFnEG4vVy43PDWtpGwF2ddHywV2dCff3IDmnhP/8uAezWeFIRgH//XkfAI8NbGabUKPXaXnxevWf3rdbUzmdd96u31uTctmRcg5XndYWwEYGenJdO3U0cO7GJKfP98cdaorCbV0b4+KiQ6PVMrZ3NABfJiSry9lW8tOONExmhW7RDYhu3hZib2BoV/W5b0rMJrOw1OEYe9LOkV1Ujo+7nuhhT8Bt8bTor04a2nA8i5Jyx3J1+07lca7EgN7dC+/7F8ILZ/G5bTag4UhGISk5xXbtFUVh9ZFMTOhIHT4fBkyG4dPZ3UIdTXS2nC3A1pM5lODO1navqhMk3f1JaP8GZbjaykZVlp5/nqTsYn40D8QUYJlgpNGyKvxRFLRsrlQL1naMpFwyCOSkv2VyWaL6u/STMoiMglJScx0vSe1KzWOX0pwC12C1zNePaom7rV4DMaO1rT5mteVkDkV4ctDdcjVp6yfqJE1gubkrO1PyHI6xJy2PTWbLh6r0vVCQDsfVOs0bzW3ZlXrOrn1KTgk5xeXsUiyre51cB/mnIfek2idza1stW1BHbXemnGOX2bKctXUhD8viHDuVVuSXmsiq9JY5mlFInkHPcY0lcLcuumJZNvqwPhYDLmxPUvu2LSmXswSQqQtFo5jVkoCgliA7l4wZDXvNTW0LTqiv7Tn2mS0f8k7vqjh4Sa66siOw3dyKNUczKSozsvVkLtutz7nqCoeWfm1VWnMiq5jMwlLWHs1kl9kyWntqm/2CO2aT7fknmGP5aecpvtuWynalleU87FGr01R2Uk3DIawTE+I6c2vnxsR0t9Tmdray4bkkKEwHrZ4Rw2+gf4uG9BpkqT7jbIEZgNwky/tFAyNmqNv2fqfWQXfm+J9gPK+W6xv4f+pqmKV5FQvJXAqlBfDd3TCjtaXqjhDi36TWwfCyZcv4+OOPad26IrcsNjaWjz76yJaXd7GKiorYs2cPe/bsAdTSaXv27CE1NRVQ0xfuu6+iduzDDz9MSkoKkyZN4vDhw8ydO5c5c+bwzDPP2No89dRTLF++nLfffpsjR47w9ttvs3LlSp5++unaPtV/jWbB3vz4UC+WPtWX9+7owI8P9WL1fwZUOxv7/muaMKR1COUmM499u4v8EgMFpQYe+XonJeUmejcNZHyfJnb7BHi58sm9XXB10bLycCajPtnM3Z9vpdjSvmpR+muaBdErJpByk5n3Vx63u89amP72bo3tZnRbA9s/9p0h/7x9UnxabgmbEnPQaCpWBgO4sWM4fh56Tp07z9qjFYtRmMwK321Tg+c7u1WMMkYFqosimBVYsi/d4bVZflBdfGBQq2BbeaSWIT5EBnhSZjTbapRWtuaotW5pQzW9QaOhgacrzfzUwOLPg/ZXKg6eKSDTsnxsl5ZN1FrPPR6kb0t1+VbrUrqVmcyKbQnc8G43wH+OwH+O0rynWuFiW1IOZUaT3T7W+q5Nw0PQ3f8nDJsK4/8koKNaK3mjk2DYGrhm93lRrd0LEHsT+Y3U2rfWPlS2O/UcClpOt65UEk/nxqmWYwHLqmeVbLEc40y0pYrM9s/BbMAQ3J5EpTFHMwooLLU//3vS8siiAecCOgCKuthLcRZmN1+2mltzPLPI7j1jrT17whrUH1msVl0Biht2pBBPtiWds6VZHckoVCu36Cx/11I2q+X+LAHZaT81cE8uqvhgaV2cI9W7o7rBEmxal6A+11BNKdmYqJ5P6/nICbRU3bEGq6fVEnOF3jEU4mlbDc5sVtiTlsces+WDTNbhihKBKZsBhfIGzcnCny0nc/lmSwrlJjMZfpb+nN4JRsvEYLPZtpz12QZqZY65G5PZnZbHQSUaReemrhaYe7LiRU/fC2UFKG6+FRUxAO/gJig+YWq5wdM77c6TdTVEbUx/nhzcnBm3d8C3taXSRZKTlQ2ty2KHd+Hevq34cnx3OvaylDfMV9PDHFhrgDfpB13GqfXHS/OcB9tg+6BFqxF2FTRIXOW8Paj1yH8aC2+EqXXXL7T0/PL/g6OL1Yo4vz+pVuMRQvxr1DoYNpvN1Q5Vm6v+obuAHTt20KlTJ1u+8aRJk+jUqRMvvfQSAOnp6bbAGKBJkyYsWbKEtWvX0rFjR1577TXef/99br21YvGE3r178/333zNv3jzat29PfHw8P/zwAz16OCnXdJVp3ciXmzs1pnuTgBqX7NRoNLxzW3vC/T1IySlh+Kz1DJ+5geOZRQT7uDHrzk5O92/X2I8Zt3XAVadlV2oeucXlxDbyZfY9nR1yXDUaDc8MU0eoft51ihNZar7epsRsNp/IQa/T8HB/+/JIXaIa0DLEh1KDmQW77Osj/7xTvd2naRCNG1RMCvJw1XF7VzU4/mpLim37miOZnM47j7+nnhFV8k9ty6futw+GFUWxBa5DY0Ptnou1VumKQ5lUZQ3CB1RZAatdA8Wyz1m77asOq+37NAvCXV9Rhsm6YMHBMwXkldivsmdNffFxd1FTSFy9QO9O82BvGvq4UWows6vKiKo1+OrZNFDNp+z1KER0p3czNTVg36l8dbEPi/T886TmqiuFxbbrAk/sgnFLYdQ8ulpWCtuRYh8MF5UZOXa2EIDAgY9Bj0cgOBZGzaF1a8tl75P2I7BbLP0K7H5HpcVVNOiHTaFxAw/MCuxNq7hicb7cxJEM9Rgaa61py2p/2o53Ex7oi6KoAbOVNRim+TBwcYfso7DsfwC4d7odVxd1id6kbDW43GoJ2D2iuqgrs5UXqstlWwJbY6Ra1i6lsOL3Yk+qerzScMtVp5NrwGSwjY4GtFWDwFWHMyk1mGwfcnxaWOpOW4M3SxCtjVSD5z1peZQaTJzMLib/vIF8l0AU33B1cRXriLVlH9em/ega1QCTWWHqUnVyXNfO3dVVHk1lcGaP2j7zoBow6r1o21U9/ifrTqg1eps3QhPWUW1nXQ4cbM9dE9WHmXd3pVmwN+3C/fjg7s5orMuYVx59VhS11jnY17AO72xZ2TBXDegrq7osNqilF639cTY6bLlaoa7sqLOVKbRtr8r6Ojex9Mlak/tEDcHwurfh4AK1VnrCh46rZVZWcAb2fKv+rPcEFNg0q/r2Qoh/nFoHw4MGDeKpp57izJmKygWnT59m4sSJDB5czWIB1RgwYACKojh8xcfHAxAfH8/atWvt9unfvz+7du2irKyMpKQkHn7Ysb7sqFGjOHLkCOXl5Rw+fPii6xjXJ/6erswZ25VGfu6cyS/ldN55gn3cmDeuGw19HPOnrUZ2CGP5xH68MKI1M+/oyK+P9sbf00kdXdTgdkjrYPUf9ZLDlBvNvGmZ9X1Pjyi7oBbUoPOenuoo7jdbU22jdkaT2S5Foqp7eqi5ouuOZdmC7vmWwPj2rhF2ASfAde3UQHdHyjky8isurSZmFpGcU4KrTuuwtOsQSzC85mimXTpGVmEZ+06pgVvVfdoGqO12ppwjp6iidF9FwG2fxx7s606zYG8UBdvooNWWk2qw1i06wG4JWY1GQx/LYgabT9iP9CZY9ulVJS+4cQNPIgI8MJqViqAR2JxoWSks3E9dKcwzQA1StFpb3d1dVYLhvWl5mBUI9/cg2N9bzdt8NAFaj6RzVAN0Wg2n885z6px6Of1YZiE5xeV46HV0jAqE+36Doa+rQXfTQbbj7Kx0nANn8jGZFRr6uOHX537b4hh4BUOfp2xLAFfu23bLCHaH5hHQaXRFhz0C0He6k46Wmr3W528N2LvHBFWsMvjzOHVFvIatCG+hjuamVBoZ3pOmHsO/7RB1QZLck2rgVJoHXg1p3XUQPm4uZBaW8fJvBykpNxHi60ZYF0u96lPb1HSHRHWlPu/YoYT4ulFuMrMr9RwbLcFzp0h/NJYa09bRXdsodPQ1PD2kha1PAV6u6jwAS33pivaW75E9uK1HjG2xDK0GnhjUvCIYtT4uqCO5AE360izYm5WT+vPHE9fQPMSn4vErB89ZR9WUBxd3+1rJlVY2dAhuUyzHq1rz2dqfqu3Liiqei3VyoDW4tbyOdnKT1NFlrYtlSXPUFSBBHb0tcvxwS2l+xQJAQZbXdsOM6keHD/yijpJH9IAxf6jbji6tPm3jryovdlyKXghxSdQ6GP7www8pLCwkOjqapk2b0qxZM5o0aUJhYSEffPBBXfRR1JFWob6snNSfWXd2ZNadHVn1n/60CfO74H7RQV5M6BvDTZ3CHQLNqp4Z1hK9TsPKw5n0mrqKg2cK8HV34bFqiuTf1CkcD72O45lFtlHI5YfOkp5fSpC3K9e2DXXYJzrIiyGtg1EUeOfPo+xIzmX9sSy0GmxL8FbWyM+DLlENUBRYeqBidNg6UtynWSDebvZzS7tGNcDPQ09ucTm7K+WnWkeF24X7OaxUFeAGsY18MCuw6ojaLi23hEPpBWg1MLi14/Kx1lW6EqoGtpbR1B5OUl/6WEaUK6c9pOQUc+rceVy0GttKZ3bHiQmye1yAzZafrauIVWYNOI9lFtqlI1iD1qoLPAB4u7nQLtzP7rE3WQLu7k0C1DQUdz/o/YRtNThbMFzpNbambnSJbIDGxQ3GL4Pb4uGhdeAbRmfLPtZ2mYWlJGUXo9GoOfIMflEdIQ5sDrd+AR4NbClECSdyMFty7UFdpU1dwKXSlZHuD9LR8vxPl6gj1Xkl5ZzIUkeV2zZpDC0s9c9XvqJ+b3ML7m6u3GKpWPLDjoqUHW2DSDWgV8yw+nXIOgJaPZqYAbYJjWuOZLLakn4zoGVwxRLNiSvVfOmzlsvw0ddwTfMgPr+vK/f0iOS7B3rSwMu1or01ReDkGlt7X3c9PzzUk4lDWvDdAz3V16KJdbR6gxr0mQwVga71sSqzrt6Xtq1iSXXrSGtkL8fFWazBrjU4BziXogaqGl1FoGoVWU0wnLROrdncoEnFapBN+qnBbu5JyKlSLtE6Kty4m7q8NYB3QwhVr1poUjbi4OACMJRAUEuYsMpyZeFY9akP1lU0290GYZ3VtI3yourTNkBd4n3RRDW/PrPmsnAArH4D3gyD99pA+r4LtxdC1Eqtg+GIiAh27drF4sWLefrpp3nyySdZsmQJO3fupHFjWY/938bLzYUbO4ZzY8dwWzmnS6lVqC9v3NwOrQZyistxc9Ey665O1Y4++7rrucGSxhC/KRlFUZhjmVB3d/dI3FycB9+T4lqi02pYeiCDUZ+o/8RHdWlMVKBjuTGAEZbJeostecOKorBg92kAbugY5tDeRadloGXkd8XhirSHZQfUUV5ngS1AnGX7H3vVKynWUeFu0QEEeju+Br1to7wVQarRZLYFer2drOJlDYb3puVRYMm1XW0JvrtFB+BVJbAHbKkSmywBtKIotpFlZ8vmNvRxIzrQE0XBbrKa9QOLNYityrrk7bqj1rzZ6o8BFUH37pRzmC0j8NZR8V7Wfdx81OW3fcPsHmtnyjnOl5tsE9ZahvioVU/c/eCeH+GJHbaV2qyj+KuOZLL5RA65xeX4uLnQLtwfGraA699TJ1p1HgOdxxDu70GYnztmRcO25FxbUN8ixFs9j9dMwhZAu3hA78cBdWW0QC/1ykm4v4ctL56O91heQMuKiK2uA88A2yTSzzck2fLTh8aGQItr1cc/s7viEnxED/BW319xsSG8cXO7irKHlmWWSU1QL+NbcnnVx1GvDjw1pHlF1ZKInqDVQ8EpdVLb6V1qQOfuXzESX1lwrDqJs7zQNpHPNjJrPXZllUd6rSOs1sA4vHNFoGplDY5zjqsTDK0s6THqsumW19vdV+0/VAT/VrYUiSpLoluWSNdUDs6tDi5Uv3e8S31s68jzoYWObUty4ZSa803L69RVLVtZKngcWeTYHtTn//M42DFXDaS/vEEdja5O8iZYry5pTXGmuopoLVMShRA1+8sLqMfFxfHEE0/w5JNPMmTIkEvZJ3GVub1rBH8+3Y/po9qzclJ/BrZ0HjhajekdjUajjtQ+9NVOdqacw9VFyz09o6rdJzbMl8mWKhkAzYO9+b8RjiXNrKxBx46Uc6TllrA7LY+UnBI8XXUMa+M4+gwVqRIrLTnABaUGNhxXgztrcF3VDR3U7RsTs0nJKbale1xXTfueMYFoNGpdXWu1iwNn1HxhX3cXYsMcS86F+XsQE+SFWam43G+d1DeolfPXunfTIDQaNT85I7+Uk9nFpOeX4qrT0jXK+cTLzlVSJcxmhd2Wn61BbFXW4685mklmQant9bqmufOasK1CffB01VFYZuRYZiHlRrNt0l7VMnBWMUFehPm5U24ysykx2/ZBoFc1ATeoo8yhvu4Ulhq5d45aBeLatqG2SZN0HQfPJsIN74NOLSfX19LntccqjnFNM0tqTHhnuOs7dZnv0QvAX70iEeLrztKn+zJ9VHt+fqSXOmoL6tLiljboXNWSX8DAlsG2FAaAvs2DiGnorY5mxliWz976sfq9umXLQR01DW6jXr7/5jYwlqpLkwdX8zvh6lmxbPbJdXDMMhm62RDny5ZrK43mnlijVpWwpS84+X8Q3kV9nkVnIUdd3tqWhmFNAanMM6Cir9YRakWB45a84Ob2K5HS1JL6YA36re2rC4abqKPd2qojw+fzbLnStLJUtWhzs/r94ELHVIkTqwFF7aufpQZ5S0swfOxP56kVJ9dWBO1avRrgJnzk2M7K9oHpevWDXdaRivMjhLgkLioYfv/99yktLbX9XNOXEM40D/Hhtq4RRARceEW/2DBfRlsC3+WWwPOpwc3tKk84M6FvDIueuIZP7u3CH09c43QRDqtQP3dbcPPZ+pPEb0oGYFibUDxdnZff7teiIXqdhhNZxRzJKGDlobOUm8w0C/ZW8yidiAzwpH+LhigKDHhnLcfOFuHpquOmTs4X7/D3dKWNJeC1pjBYR2x7xgTa5QtXZg0uVxzKoKTcaBtNHdjKed3vhj5udIrwB2DZgXSWWlJEesQE4OHqfPTdGiRbg9NjmYUUlhnxctXRKtT58+/Q2I/oQE9Kyk3cO2crZUYzTRt62S12UZmLriI/ef2xLPafzuO8wUSAlyvNg72d7qPRaBhmSZ/5blsqKw6po+/VfagB0Go1jOsTXekx1A9hNYlrrb6W32xL4xfLBM/h7Sodo+VwGDW3IoXAItjHndu6RtDIryLIxd0Xxi+HuFfh/hXQqAOgljGceWdHwv09iA705M2bK6o40P9/2Eaf/aPsc6Gd6TJW/W4due16v9MV4Gwso+bs+wH2/1LxnKpjDUiPLFYDPFMZ+EVW5NlWpq+UR5y4Sg0Sk2sIhsEx7/nMbig4rU7Gi66SY2wNhpPWg8kyKfTsATXQdPGoCPTtHluDJvcE7oZKefCJK9UPEEEtIMiSytVimCUn/IQaiFZmHQ2v/AEg+hr1mEUZzlMgtn2ufu/+ENz8ifrz7m+cj/aWF6v5xwB9J0FnS3WlfT86tq3s6FL4/Qk4/EfN7azKCtUPAkLUUxe16MZ7773HPffcg7u7O++991617TQaTZ3XGhb1w4vXx+Ll5sLWkznExYbycP+YC+8EtA33o234hfOeAR7p35QNx7PtqlDcf02Tatv7uusZ0jqEpQcy+Hx9EomZaoWD69s7H+W1emZoSzafyMZgUkeJHhvYrMZAvU/TIA6cLmDV4Uxu7BhuV32iOiPaNWJ+QgpL92fQupEv5UYzkQGeNG3oPIAEdTLkrtQ8vkxIodyo/iMe2d4xRcSqe5OKfN6ScqPtMn6X6ABcnKyYB+rfhNG9onlt0SGOnVUnN6oj/9UHZYNbBbPheDbLD57lXIma9tHjAhVSbu3cmHmbkm252ZEBnk5zpSsb2yeafafzWXskk4lxLS74vrmmWRABbgq5ZWo/mgV707Wa9JCL4tsI+jzlsLlbdACb/jfIsX1ULxjzuzoS2/0Bx7zcqrqOUy/Dp2xUc1m7Tai5fYc7Yc0bFSOxHgFqObLqtBoBS/+rTgT8TV1xkNYjqw+4mw9VA+BjS9Xnkp+mBo2RvZy3j+mvjopaA05rYNc8DvQe9m0bdVRTOkrz4MwudcLesT8rHselSkqShz80ag/pewksrBSwWsu2WUd3QU3LiemvpmgcXQLBlvJ7ZrPzYNjFTU0LObFKHQEOqTQaX5Jrq49N1/HQIArc/NT0lJSNjiPYR5eq+csNmqjnEA1s/kDtS3mJOqJf1dGl8J2l6squ+Wp+vXV025ldX8HiSeoHlBHvVHyIEqIeuaiR4aSkJNsKb0lJSdV+nTx58gKPJMTF0eu0/PfaVvz6aB8eGdC0xuDpr+rdLIgxvSpSLx4f2OyCAdGEvmpQ/suuU+w9lY+7Xsu9NaRvgFqS7rP7ujI0NoTnrm3pUFKuKuskwZWHz3I0o9A2Sa2mkc5u0QHEBHlRWGZkyh+HALire2SNr9stnRvj4+ZCUnYxp/POE+TtyvUdqg/smzb0JiLAg3KjmQ3Hs1lpCdIHtnQ++mx1X68oW+7wwJYNuau746TGyoa1DUWn1bAj5Rwfr1UnRFnzyKvTNtyPmyuNtv/32lbVjqJbubno+OjuzhyYMsx2Xmui02q4u6kZd72WIG83po1yXM68zjXpB0NetuVL10inV4PnR7eo1TqcBU6V+TVWS+NZDXzeMeiszDdMDX5BLZum0UG3+6tvb217ch2ss+TANh+ilgl0JmagmkaQkwiZR2x1om2PU5lWV5FGYs0rrpxf7IxlYmBQkWW013C+IoC2VhSxso6QH11Wse3MbijOAlcfx4DeWsvYOnHR6sgideQ5pC0Et1Jf3zY3qfft/d6xjwcsK+e1vVX9kBHWSU2vMZQ4LyWnKOoHGlBHswGWPV9Rb7qqrKPqRD5TuToxcdEkdZsQ9Uytc4ZfffVVSkocV6E6f/48r7766iXplBCXyys3tOGXR3qz8LE+trrINekS1YAHLavmaTQw5YY2BDmZCFfVwJbBfHZfVx4d0OyCQVrHCH9iGnpRUm5i2Ew157FPs0BC/aofCdRqNUy+rmIhnMgAT+7tWXPQ6eehZ+qt7XDVaXHVaXnj5nbVpoiAOsp7rSUgf33xIbYl5aL5//buPS7KMv0f+GcYZsATCCLgAREPCSieQAUJyxQ8lOmaq7WFmrrlF11F1krSdkU3qNYDamqrUqSVkplZm6V4QFTIfhLQQXLNVTEa1jwORnJ8fn/cDDjMcBidg87zeb9e84p55p7nuR+vl3l5ez3XrQCiGknSAfEXm3efHYQTL4/A29MHGfSkrq+Dawu9GuzObi3wSAMPKN7ujUl9sfapAUh7LtSgt3RjTEloe7pKOBk/HNnxjzRYJ31PcVCKlcymVpF1ov4BPPkB8OT2pleSAWB0kqhFVqqBMa/XdXgwxt0P8HsIgFT3cFljq5C3P7y2c5pIipVODSe3ugT21B7gtyt1O/zp+hDXV5MMty/5XiSRPx0QfYVdOgOdQ/TH1jx4iJ//X107Nt0Kb/fhgGO99pK6so3zx/VbrOmS29tXavtOEf8t+Ld+0vr79bqEt09NL32FAggcX3Ofnxre088nRdcLR2cg9lvApZPYCER33foy/ymS4B6R4h6lKtFGrjEXsoAvFomuG01tRkJ0nzA5GU5ISMDNmzcNjpeWliIhIcEskyKyFoVCgWBfN/SvqZ9tjpfHBiB9wTAc/uvDmDKo8YTzTuf0l0f0W8/Nedh4K7rbRQZ64d0Zg/HCqF74aHZYs7qDPNa3I75ePALHFz3S6MqzztNDfKFQABevii22H6n3wFdDFAoFvFycm514LhvfGw/28EA/n7bY+HRwg11EbqdSOuDxfh3rOiRYiJNK2WRCf99ycBDlD/5jG68v1nHpCMzNARZdFKUbTRmVCKhrSnd6PQp0b6I3ve6culrdgdEiSTbmgVF1bdB2Pyda13n3FSvexvhFQHJsgVbll4Hi/LouEoHjDe/dpWPNBjFS3eqx7r/Gkm3PQLF5S+Xvddt037xU90Df7clwlzCgTQeg7IZ+N4wf/13T5zpAv9RC92Dfmf2GfYd1D9v1ngi08RY79AFA3vuGc7z5q0hoAeCRJcCwF8TPp/Y0XD98LhN4d5x4iHPn9Lp+zI0p+R/rkemeZ/L/0SVJMvoHWn5+PtzdG6/RI7IXPb3aoKtHA/+8awYT+nfCy2P9MaBLW7wxqa/R3r/GPPRAe8wZ3gOeTTxseLu2LdWNbrRyu64erfBCzQp6p7YtsPTx3s2+jinatlTjvVlDsGdOOII6N68GnGxE6dj8lWfvPsDc/wf8aScw+d2mE+4eI4DQmJrv9gWGL254rLNrXcs6XS3vkOcbHq9uBalm4w7lkdfqyjB0q7D16eqIT30i+hlr8gCFg/GVaoWibnMP3erudzvFymunEP0VdAcHIHCC+Pn2Fdzvax5iDKo3n86DxIYzZdq6hxABUY+s+76uXKXfkwAUYty18/rn+e5DUbLRcaDY8a9TsEjiK28B339keE+SBBxcLr7ToubP+gNLRes+YyRJlGisfABY0VPUJhPdo5qdDLu5ucHd3R0KhQIPPPAA3N3da1+urq6IjIzE5MmTLTlXItlQKBR4blh37I4Jx+QQH1tPR0/Mwz1wcslIHF74cLO6gxDpcekoNilRNrOv+egk4KULwJ8Pi5ZrjRm+uK6bxQOjgb5PNjq8erBIlh3OHhCrsF3CgM7Bxgf3eQKAQiTan9TUVvcYWdvr2YCuzviHT8TDdvnbxfv+Txk5d80uqaf3itrlm7/WbuuN3vV2UNXrZfx53fG8D0RHD+8gkdgCQFufulrqvO11YyUJyH1P/Dyg5i8QCkVdhxLdZ7crzBYPSyqdRB26T6hY+c560/j9n94LfFXTMq6qHPhsXsMblwDi1yhvO7BvMfBzTsPjiCygWd0kACA5ORmSJGHGjBlISEiAq2vdao1arUbXrl0RFtbAU8FEZFeaUydNZDYt2jZvXKt2wP9lid3t2nVvcuVZ8hmCn9qPQo9f94myhnGNtAdt1x0IeEx0tdCVPoTNbXj8A6PExiQ3LgLpr4hE0EFlmNwCYrXX1UeM/c+XYv5SlVi1NVaH7f8YkJMqEs6xK8Sxk2+L/9Zvodf/adH6Ln878NBLIpkuygEunRJlJbevhAf9Ucz1l1zg1/+IDWh0dJu99H8KaOMlyiref0J0rHj4JbEyr1NdDRxOEj8PnSc2cin4DDiQADxjZNUZAPa9XNdD+8S/xEY5ugcRiSys2cnwtGnTAAB+fn4YOnQoVCrz71ZGRER0V5Squh7BzfBD56fh+9RKqNp4NN49AxCJ59VzwP9+EH1/dauuxqhaiHKFY6uB7JrV0wHPGF/dVijEg3RHV4h2deU1D6mHzDB+br9hova6RCMS88rfRR9kdRvDzVj8HxPHr18ACrNEH+ST74jPev8BaHHbg6Ct24vV7v98CXy7AxjxN3H8f6fEMSiAsL+IYz1GAO39RT33N1vFtuo6P34mtgxXtwEeXCBa3hX8W5SMXPpRdNK43bnMmkRYIVb2L58GPokB5uU2HJPfrgDF34oSj9vvgegOmFwz/NBDD9Umwr///ju0Wq3ei4iI6L7SxrvpRFg3bvYxYNGFukSxMQ/GiR7IgKjHfeSVhseGxojV1Zv/E9tcu3dreJdBR6e6lmxZa4Ej/xQ/93/KcGtrdcu6sV9vrqktrqlH1j1gdztdd4tvP6zbCCSrZsU8YFzdXzQUCiCspr/0V2/VbXZSXQ1kvFZzT/8nkn/3bnU9q7/aoH89SQIO1nSiCpkBPH9EbN5Soqlb7a7vzAFgTV9g2wQguZ/ocNGYX3KBL+NFj+aK3xsfS7JkcjJcWlqKuXPnwtPTE61bt4abm5vei4iIyG4pFPolAY1xdgH+fAj4v2zg+aOijKMhrdqJtnbteoryiMnbGn8wMWyu6O18eq9Y8VU6Gd3EBYBISgHRKSIlSqwkeweJzUnq6zWmrrzjwjHg+kXx8B8APBirPzZoMtDSQ2waUrCn5hqfiBIMJ1cgLOa2+dYkzt+miVVdnbOHRMs6R2dRxqFqAQxbKD47trpulVzn2nnRaq/8JuDgKLpwpEXXtbyr7/xxYMtIkYTvXwJs+wNQVWF8LMmWycnwCy+8gEOHDmHDhg1wcnLCli1bkJCQgI4dO2Lr1q2WmCMREdH9yUEpWqMpm1GV2PVB4C8ngecOi84bjfEMENt5QyGSwsfXNtxGzqs30P8ZABJw5Yz4TtSrxmuqVS2AoEni58NJIoGsrhR9mTvVe7hQ5VzX/i7rTZFkZtTUCofF6JcvdAkT245X3gK+SRXHJAk4nCh+DpkhapEBoP+fxJbjv/0qSjB0JAn4fKFIhLuEAS+dB7yCgNLLorNFfRW/A5/OFfPvFCwS9MJsIHOF8V8nki2Tk+HPPvsMGzZswKRJk+Do6IiIiAgsWbIEiYmJeP99I70MiYiIyPyGzgUW/gf46+maNmqNGPtPYPBzogvEE1sar3d+cIFYqS3MEiu9UACRDewjEDJTrEr/8g3wVoTo89zCvW41WkehqNvh8OvNYsX3P/uAopNiW+7w2LqxSlXdKnTW2rp+yqc+EXXHSjXw+DqxVfa4ZPFZ3vtQFJ3Uv+aR14Gr/xV9nKN3A+NWi+OZ/wQuFcCo88eAvS+KkoqykoZ/jQCx6rxnruiAcePnxsfSPc3kZPjq1avw8/MDALi4uODq1asAgAcffBCZmZnmnR0RERE1rLUn0KoZfcjVLUVCPHNf3cpvQ9p2Af7wL/GQnqMz8Ngqw1Xh2uu3F8kzAPxak2A+utJ4KUmfiXX1wJ/OBb5cJI4Peb5uVVin35+A1t6Atkg8XFd6VSSpgLieR0/xc+eQ2v7SDvsWic1WAECTDxyvqXV+dJWYT58nxAOFUpXoXlF/B738NCD1MeDrf4kV8S0jRZs7Y06+DaSOBXK3iQck/zUMuPyT8bF0zzM5Ge7WrRvOnz8PAAgMDMSHH34IQKwYt23b1pxzIyIiIlvoPQF48b+ix3NDXS10HnpJJMB9p4itvHV9k+tzdAJG15RFfL9LtFxz6VyXTN9O5Sx2xgPEZh+bHgZ+uyS6TUT8VX/syKWAkwscNHnociVTlGt8+heR9AZOqOvLDABRy8XK8tlDYhc/nR92A5/MBiCJjhptOohOGTunG9YYnz8myjUA0ZHDszdQegV4b6JI2um+Y3Iy/OyzzyI/Px8AEB8fX1s7vGDBArzwwgtmnyARERHZgKNT83YXdHAABs0CJm7STzyNCRgnVmrb+oq63+iPG+4jPeAZkWxWV4jWcE6uwBMpYl63a+0JPCxWmXv/kgZl2pNiZdjZFRjzhv5Y9251JRx7F4rk9cfPgV2zxKrygGfEDolT94jWcBeO6dcjlxQDH80QiXbfKcCkd8RYt65ijp/+xXDFGQCqq8RufRW3Gv/1Kb0q+jG/Ow74bL7Y7ZAsrtl9hnUWLKj7G9zw4cNRUFCAnJwcdO/eHf369TPr5IiIiMjODJpZt2V0YxQKkfw+MEZ0rAj6oyjhMGbwc6jOT4O6OB84d0RslT3hLcPyCwCIWCh2Brx+AVg3ELh1QyTCQX8UG684OADtewF/2AikPSPKIDoFiy25dz4r2t+1DwAeWy3m2Lo98Md3gZRI4Md/A19vqtsKXJKAb94VDyPeLAZULUUy/tAiwFGtP6/LZ0S3ixsXxftzmcC3O4Ep20RfZ7IYk5Ph+nx9feHr62uOuRARERHVcVAC/aY0PU6pQtXTu3HmvVj09GoJh4FTga7hxsc6uwB/SgO2TQRKfhHHBkQDjyWL6+kEjBMt7LLfBHbNBFq1F4mwug0w5T1A3apubMf+QORy4MuXRL2xe3fR3WP/YrGFNyAS9IpS4OhK4Oxh0UrPpYP47Jdc4L1JojOGezexicl3HwEXjgMfTAEmb2161Z3u2B0lwwcPHsTq1atRUFAAhUIBf39/xMbGYuTIkeaeHxEREVHTnF3wY8dJ6DZ2LBya2iXXM0C0sbuQBbh0FO3njIlcJrpKfPOuSIRbuIuVWmO7HA55Hjh/VKwOv3/bNtdKJ2DEK8Dg54H/fCHKH375Btg8HBjzuliZ/uIlkSh36Ac887F4KLL/M8Du50Q984dT7zwhvlEEHE8W3S+kKsA3XGzyYsJOjfbO5GT4zTffxIIFCzBp0iTMny8afH/11VcYO3YsVq1ahblzG9mrnYiIiOheoG4F9IxsfIyDUvRwHvycaJ/mG9bwpiu6so598aI/cnWVKK0YuRRo/4AYEzhebHiy/SnxgN6HU+u+3/0RUW7h7CLeO6qBiVsAKIAfPhZjw+eJZPbaOZHIa/JF67n2vcSDf4GPi+QeALQa4NgqICcVqCqvu86vP4rkfug8UWtdvwZbhkxOhpOSkrB69Wq9pHfevHkIDw/Hq6++ymSYiIiI7It3n6Y3QgHEA4ePrQZGJYnNPupvjw2IMohZB0S/44LPAAeVKAUZOk/0WL6d0hGYuFmUWHz/kSixOLrS8Jw3CkUP5i8XifpmRyfg4tfi4UOgbjVY4QDkvCM6aRxbJXYwHL8B6NxA67zGVFeJDVAcWxjWP99nTE6GtVotRo8ebXA8KioKL730klkmRURERHTfaqoLh1MbUYIRuazpcykdxUYpgePFKq+2SNQjdx4sttR2dAaKcoCCT4GLJ8RGJjpdwoCH4wG/YXU7DvqPFUn4v+PEKnHKSNF/uc8TgFcfwLWTOKdufGW56A1d/K1YidbkA8Xfic4aqOmc4ewKePcFuoSKWmvvvsZ3OLxHmZwMP/7449i9e7dBG7U9e/Zg3LhxZpsYEREREUEkloGPi5cxvmFiR8IbP9fUBleLDUl0m5PUFzBOrBZ/8RLw3YcikS749PYLis4XUjVQ+XvT87t1Q9RLnz8qVryn7gG6PWzqXdqMyclwQEAAXn31VWRkZCAsLAyAqBk+fvw4/vrXv2Lt2rW1Y+fNm2e+mRIRERFRw1w7N6/7BgC0dAee2Cw2PcndBpw7KravrvgNgFTz3xoOKsDTH/DuJx7y69APcPcDnFzEg383fgY0eWKL7Z9PAl2GWuLuLMbkZDglJQVubm44deoUTp06VXu8bdu2SElJqX2vUCiYDBMRERHdy7wCgdFJ4mdJAsq0YnOQilJxrEVbkfTe3nbudipnkVh36AsMnApUVYrSjvuIybM9d+6cJeZBRERERLakUIj634Y6ZjTHfZYIA3ewHTMRERERkb0wOX2fMWNGo5+//fbbdzwZIiIiIiJrMjkZvnbtmt77iooKfP/997h+/ToeeeQRs02MiIiIiMjSTE6Gd+/ebXCsuroaMTEx6Natm1kmRURERERkDWapGXZwcMCCBQuwevVqk7+7YcMG+Pn5wdnZGcHBwTh69GiDY6dPnw6FQmHw6t27bk/x1NRUo2Nu3bp1R/dGRERERPbLbA/QnT17FpWVlSZ9Jy0tDbGxsVi8eDFyc3MRERGBMWPGoLCw0Oj4NWvWQKPR1L4uXrwId3d3/PGPf9Qb5+LiojdOo9HA2bmJ3WCIiIiISHZMLpOIi4vTey9JEjQaDT7//HNMmzbNpHOtWrUKM2fOxKxZswAAycnJ2LdvHzZu3IikpCSD8a6urnB1rWv38cknn+DatWt49tln9cYpFAp4e3ubNBciIiIikh+Tk+Hc3Fy99w4ODmjfvj1WrlzZZKeJ25WXlyMnJweLFi3SOx4VFYWsrKxmnSMlJQUjR46Er6+v3vGbN2/C19cXVVVV6N+/P5YvX44BAwY0eJ6ysjKUlZXVvtdqtQDEw4EVFRXNvaU7pruGNa5F1sGY2h/G1P4wpvaF8bQ/TcXUXLE2ORk+fPiwWS58+fJlVFVVwcvLS++4l5cXiouLm/y+RqPBF198gQ8++EDvuL+/P1JTUxEUFAStVos1a9YgPDwc+fn56NnT+B7dSUlJSEhIMDi+f/9+tGzZ0oS7ujvp6elWuxZZB2NqfxhT+8OY2hfG0/40FNPS0lKznP+OdqCrrKw0SCzPnDkDlUqFrl27mnQ+hUKh916SJINjxqSmpqJt27aYMGGC3vHQ0FCEhobWvg8PD8fAgQOxbt06rF271ui54uPj9co/tFotfHx8EBUVBRcXFxPu5s5UVFQgPT0dkZGRUKlUFr8eWR5jan8YU/vDmNoXxtP+NBVT3b/k3y2Tk+Hp06djxowZBsnwiRMnsGXLFmRkZDTrPB4eHlAqlQarwJcuXTJYLa5PkiS8/fbbiI6OhlqtbnSsg4MDBg0ahDNnzjQ4xsnJCU5OTgbHVSqVVX9DWft6ZHmMqf1hTO0PY2pfGE/701BMzRVnk7tJ5ObmIjw83OB4aGgo8vLymn0etVqN4OBgg6Xv9PR0DB06tNHvHjlyBD/99BNmzpzZ5HUkSUJeXh46dOjQ7LkRERERkTyYvDKsUChQUlJicPzGjRuoqqoy6VxxcXGIjo5GSEgIwsLCsGnTJhQWFmL27NkARPlCUVERtm7dqve9lJQUDBkyBH369DE4Z0JCAkJDQ9GzZ09otVqsXbsWeXl5WL9+vUlzIyIiIiL7Z3IyHBERgaSkJGzfvh1KpRIAUFVVhaSkJDz44IMmnWvKlCm4cuUKli1bBo1Ggz59+mDv3r213SE0Go1Bz+EbN25g165dWLNmjdFzXr9+Hc899xyKi4vh6uqKAQMGIDMzE4MHDzb1VomIiIjIzpmcDL/xxhsYNmwYevXqhYiICADA0aNHodVqcejQIZMnEBMTg5iYGKOfpaamGhxzdXVt9OnB1atX39FOeEREREQkPybXDAcGBuLbb7/F5MmTcenSJZSUlGDq1Kn48ccfjZYtEBERERHdq0xeGQaAjh07IjEx0dxzISIiIiKyKpNXht955x3s3LnT4PjOnTvx7rvvmmVSRERERETWYHIy/Nprr8HDw8PguKenJ1eLiYiIiOi+YnIyfOHCBfj5+Rkc9/X1Nej8QERERER0LzM5Gfb09MS3335rcDw/Px/t2rUzy6SIiIiIiKzB5GT4ySefxLx583D48GFUVVWhqqoKhw4dwvz58/Hkk09aYo5ERERERBZhcjeJf/zjH7hw4QJGjBgBR0fx9erqakydOpU1w0RERER0XzE5GVar1UhLS8Py5cuRn5+PFi1aICgoqHbXOCIiIiKi+8Ud9RkGAHd3dzzyyCOsEyYiIiKi+5ZJNcPXr1/HnDlz4OHhAS8vL3h6esLDwwNz587F9evXLTRFIiIiIiLLaPbK8NWrVxEWFoaioiI8/fTTCAgIgCRJKCgoQGpqKg4ePIisrCy4ublZcr5ERERERGbT7GR42bJlUKvVOHv2LLy8vAw+i4qKwrJly7B69WqzT5KIiIiIyBKaXSbxySefYMWKFQaJMAB4e3vjjTfewO7du806OSIiIiIiS2p2MqzRaNC7d+8GP+/Tpw+Ki4vNMikiIiIiImtodjLs4eGB8+fPN/j5uXPn2FmCiIiIiO4rzU6GR48ejcWLF6O8vNzgs7KyMrzyyisYPXq0WSdHRERERGRJzX6ALiEhASEhIejZsyfmzJkDf39/AMCpU6ewYcMGlJWVYdu2bRabKBERERGRuTU7Ge7cuTOys7MRExOD+Ph4SJIEAFAoFIiMjMSbb74JHx8fi02UiIiIiMjcTNqBzs/PD1988QWuXbuGM2fOAAB69OgBd3d3i0yOiIiIiMiS7mg7Zjc3NwwePNjccyEiIiIisiqTtmMmIiIiIrInTIaJiIiISLaYDBMRERGRbDEZJiIiIiLZYjJMRERERLLFZJiIiIiIZIvJMBERERHJFpNhIiIiIpItJsNEREREJFtMhomIiIhItpgMExEREZFsMRkmIiIiItmyeTK8YcMG+Pn5wdnZGcHBwTh69GiDYzMyMqBQKAxeP/74o964Xbt2ITAwEE5OTggMDMTu3bstfRtEREREdB+yaTKclpaG2NhYLF68GLm5uYiIiMCYMWNQWFjY6PdOnz4NjUZT++rZs2ftZ9nZ2ZgyZQqio6ORn5+P6OhoTJ48GSdOnLD07RARERHRfcamyfCqVaswc+ZMzJo1CwEBAUhOToaPjw82btzY6Pc8PT3h7e1d+1IqlbWfJScnIzIyEvHx8fD390d8fDxGjBiB5ORkC98NEREREd1vHG114fLycuTk5GDRokV6x6OiopCVldXodwcMGIBbt24hMDAQS5YswfDhw2s/y87OxoIFC/TGjxo1qtFkuKysDGVlZbXvtVotAKCiogIVFRXNvaU7pruGNa5F1sGY2h/G1P4wpvaF8bQ/TcXUXLG2WTJ8+fJlVFVVwcvLS++4l5cXiouLjX6nQ4cO2LRpE4KDg1FWVoZt27ZhxIgRyMjIwLBhwwAAxcXFJp0TAJKSkpCQkGBwfP/+/WjZsqWpt3bH0tPTrXYtsg7G1P4wpvaHMbUvjKf9aSimpaWlZjm/zZJhHYVCofdekiSDYzq9evVCr169at+HhYXh4sWLWLFiRW0ybOo5ASA+Ph5xcXG177VaLXx8fBAVFQUXFxeT7udOVFRUID09HZGRkVCpVBa/HlkeY2p/GFP7w5jaF8bT/jQVU92/5N8tmyXDHh4eUCqVBiu2ly5dMljZbUxoaCjee++92vfe3t4mn9PJyQlOTk4Gx1UqlVV/Q1n7emR5jKn9YUztD2NqXxhP+9NQTM0VZ5s9QKdWqxEcHGyw9J2eno6hQ4c2+zy5ubno0KFD7fuwsDCDc+7fv9+kcxIRERGRPNi0TCIuLg7R0dEICQlBWFgYNm3ahMLCQsyePRuAKF8oKirC1q1bAYhOEV27dkXv3r1RXl6O9957D7t27cKuXbtqzzl//nwMGzYMr7/+OsaPH489e/bgwIEDOHbsmE3ukYiIiIjuXTZNhqdMmYIrV65g2bJl0Gg06NOnD/bu3QtfX18AgEaj0es5XF5ejoULF6KoqAgtWrRA79698fnnn2Ps2LG1Y4YOHYodO3ZgyZIleOWVV9C9e3ekpaVhyJAhVr8/IiIiIrq32fwBupiYGMTExBj9LDU1Ve/9iy++iBdffLHJc06aNAmTJk0yx/SIiIiIyI7ZfDtmIiIiIiJbYTJMRERERLLFZJiIiIiIZIvJMBERERHJFpNhIiIiIpItJsNEREREJFtMhomIiIhItpgMExEREZFsMRkmIiIiItliMkxEREREssVkmIiIiIhki8kwEREREckWk2EiIiIiki0mw0REREQkW0yGiYiIiEi2mAwTERERkWwxGSYiIiIi2WIyTERERESyxWSYiIiIiGSLyTARERERyRaTYSIiIiKSLSbDRERERCRbTIaJiIiISLaYDBMRERGRbDEZJiIiIiLZYjJMRERERLLFZJiIiIiIZIvJMBERERHJFpNhIiIiIpItJsNEREREJFtMhomIiIhItpgMExEREZFsMRkmIiIiItmyeTK8YcMG+Pn5wdnZGcHBwTh69GiDYz/++GNERkaiffv2cHFxQVhYGPbt26c3JjU1FQqFwuB169YtS98KEREREd1nbJoMp6WlITY2FosXL0Zubi4iIiIwZswYFBYWGh2fmZmJyMhI7N27Fzk5ORg+fDjGjRuH3NxcvXEuLi7QaDR6L2dnZ2vcEhERERHdRxxtefFVq1Zh5syZmDVrFgAgOTkZ+/btw8aNG5GUlGQwPjk5We99YmIi9uzZg88++wwDBgyoPa5QKODt7d3seZSVlaGsrKz2vVarBQBUVFSgoqLClFu6I7prWONaZB2Mqf1hTO0PY2pfGE/701RMzRVrmyXD5eXlyMnJwaJFi/SOR0VFISsrq1nnqK6uRklJCdzd3fWO37x5E76+vqiqqkL//v2xfPlyvWS5vqSkJCQkJBgc379/P1q2bNmsuZhDenq61a5F1sGY2h/G1P4wpvaF8bQ/DcW0tLTULOe3WTJ8+fJlVFVVwcvLS++4l5cXiouLm3WOlStX4rfffsPkyZNrj/n7+yM1NRVBQUHQarVYs2YNwsPDkZ+fj549exo9T3x8POLi4mrfa7Va+Pj4ICoqCi4uLndwd6apqKhAeno6IiMjoVKpLH49sjzG1P4wpvaHMbUvjKf9aSqmun/Jv1s2LZMAREnD7SRJMjhmzPbt27F06VLs2bMHnp6etcdDQ0MRGhpa+z48PBwDBw7EunXrsHbtWqPncnJygpOTk8FxlUpl1d9Q1r4eWR5jan8YU/vDmNoXxtP+NBRTc8XZZsmwh4cHlEqlwSrwpUuXDFaL60tLS8PMmTOxc+dOjBw5stGxDg4OGDRoEM6cOXPXcyYiIiIi+2KzbhJqtRrBwcEGdSDp6ekYOnRog9/bvn07pk+fjg8++ACPPvpok9eRJAl5eXno0KHDXc+ZiIiIiOyLTcsk4uLiEB0djZCQEISFhWHTpk0oLCzE7NmzAYha3qKiImzduhWASISnTp2KNWvWIDQ0tHZVuUWLFnB1dQUAJCQkIDQ0FD179oRWq8XatWuRl5eH9evX2+YmiYiIiOieZdNkeMqUKbhy5QqWLVsGjUaDPn36YO/evfD19QUAaDQavZ7D//rXv1BZWYk5c+Zgzpw5tcenTZuG1NRUAMD169fx3HPPobi4GK6urhgwYAAyMzMxePBgq94bEREREd37bP4AXUxMDGJiYox+pktwdTIyMpo83+rVq7F69WozzIyIiIiI7J3Nt2MmIiIiIrIVJsNEREREJFtMhomIiIhItpgMExEREZFsMRkmIiIiItliMkxEREREssVkmIiIiIhki8kwEREREckWk2EiIiIiki0mw0REREQkW0yGiYiIiEi2mAwTERERkWwxGSYiIiIi2WIyTERERESyxWSYiIiIiGSLyTARERERyRaTYSIiIiKSLSbDRERERCRbTIaJiIiISLaYDBMRERGRbDEZJiIiIiLZYjJMRERERLLFZJiIiIiIZIvJMBERERHJFpNhIiIiIpItJsNEREREJFtMhomIiIhItpgMExEREZFsMRkmIiIiItliMkxEREREssVkmIiIiIhki8kwEREREcmWzZPhDRs2wM/PD87OzggODsbRo0cbHX/kyBEEBwfD2dkZ3bp1w1tvvWUwZteuXQgMDISTkxMCAwOxe/duS02fiIiIiO5jNk2G09LSEBsbi8WLFyM3NxcREREYM2YMCgsLjY4/d+4cxo4di4iICOTm5uLll1/GvHnzsGvXrtox2dnZmDJlCqKjo5Gfn4/o6GhMnjwZJ06csNZtEREREdF9wqbJ8KpVqzBz5kzMmjULAQEBSE5Oho+PDzZu3Gh0/FtvvYUuXbogOTkZAQEBmDVrFmbMmIEVK1bUjklOTkZkZCTi4+Ph7++P+Ph4jBgxAsnJyVa6KyIiIiK6Xzja6sLl5eXIycnBokWL9I5HRUUhKyvL6Heys7MRFRWld2zUqFFISUlBRUUFVCoVsrOzsWDBAoMxjSXDZWVlKCsrq32v1WoBABUVFaioqDDltu6I7hrWuBZZB2NqfxhT+8OY2hfG0/40FVNzxdpmyfDly5dRVVUFLy8vveNeXl4oLi42+p3i4mKj4ysrK3H58mV06NChwTENnRMAkpKSkJCQYHB8//79aNmyZXNv6a6lp6db7VpkHYyp/WFM7Q9jal8YT/vTUExLS0vNcn6bJcM6CoVC770kSQbHmhpf/7ip54yPj0dcXFzte61WCx8fH0RFRcHFxaXpm7hLFRUVSE9PR2RkJFQqlcWvR5bHmNofxtT+MKb2hfG0P03FVPcv+XfLZsmwh4cHlEqlwYrtpUuXDFZ2dby9vY2Od3R0RLt27Rod09A5AcDJyQlOTk4Gx1UqlVV/Q1n7emR5jKn9YUztD2NqXxhP+9NQTM0VZ5s9QKdWqxEcHGyw9J2eno6hQ4ca/U5YWJjB+P379yMkJKT2F6ShMQ2dk4iIiIjky6ZlEnFxcYiOjkZISAjCwsKwadMmFBYWYvbs2QBE+UJRURG2bt0KAJg9ezbefPNNxMXF4c9//jOys7ORkpKC7du3155z/vz5GDZsGF5//XWMHz8ee/bswYEDB3Ds2DGb3CMRERER3btsmgxPmTIFV65cwbJly6DRaNCnTx/s3bsXvr6+AACNRqPXc9jPzw979+7FggULsH79enTs2BFr167FE088UTtm6NCh2LFjB5YsWYJXXnkF3bt3R1paGoYMGWL1+yMiIiKie5vNH6CLiYlBTEyM0c9SU1MNjj300EP45ptvGj3npEmTMGnSJHNMj4iIiIjsmM23YyYiIiIishUmw0REREQkW0yGiYiIiEi2mAwTERERkWwxGSYiIiIi2WIyTERERESyxWSYiIiIiGSLyTARERERyRaTYSIiIiKSLSbDRERERCRbNt+O+V4kSRIAQKvVWuV6FRUVKC0thVarhUqlsso1ybIYU/vDmNofxtS+MJ72p6mY6vI0Xd52p5gMG1FSUgIA8PHxsfFMiIiIiKgxJSUlcHV1vePvK6S7TaftUHV1NX755Re0adMGCoXC4tfTarXw8fHBxYsX4eLiYvHrkeUxpvaHMbU/jKl9YTztT1MxlSQJJSUl6NixIxwc7rzylyvDRjg4OKBz585Wv66Liwt/A9sZxtT+MKb2hzG1L4yn/WkspnezIqzDB+iIiIiISLaYDBMRERGRbDEZvgc4OTnh73//O5ycnGw9FTITxtT+MKb2hzG1L4yn/bFWTPkAHRERERHJFleGiYiIiEi2mAwTERERkWwxGSYiIiIi2WIyTERERESyxWTYQjZs2AA/Pz84OzsjODgYR48ebXT8kSNHEBwcDGdnZ3Tr1g1vvfWWwZhdu3YhMDAQTk5OCAwMxO7duy01fTLC3DH94Ycf8MQTT6Br165QKBRITk624OypPnPHc/PmzYiIiICbmxvc3NwwcuRIfP3115a8BarH3DH9+OOPERISgrZt26JVq1bo378/tm3bZslboHos8Wepzo4dO6BQKDBhwgQzz5oaYu54pqamQqFQGLxu3bpl2sQkMrsdO3ZIKpVK2rx5s3Tq1Clp/vz5UqtWraQLFy4YHf/f//5XatmypTR//nzp1KlT0ubNmyWVSiV99NFHtWOysrIkpVIpJSYmSgUFBVJiYqLk6OgoffXVV9a6LVmzREy//vpraeHChdL27dslb29vafXq1Va6G7JEPP/0pz9J69evl3Jzc6WCggLp2WeflVxdXaWff/7ZWrcla5aI6eHDh6WPP/5YOnXqlPTTTz9JycnJklKplL788ktr3ZasWSKmOufPn5c6deokRURESOPHj7fwnZAkWSae77zzjuTi4iJpNBq9l6mYDFvA4MGDpdmzZ+sd8/f3lxYtWmR0/Isvvij5+/vrHXv++eel0NDQ2veTJ0+WRo8erTdm1KhR0pNPPmmmWVNjLBHT2/n6+jIZtiJLx1OSJKmyslJq06aN9O677979hKlJ1oipJEnSgAEDpCVLltzdZKlZLBXTyspKKTw8XNqyZYs0bdo0JsNWYol4vvPOO5Krq+tdz41lEmZWXl6OnJwcREVF6R2PiopCVlaW0e9kZ2cbjB81ahROnjyJioqKRsc0dE4yH0vFlGzDWvEsLS1FRUUF3N3dzTNxapA1YipJEg4ePIjTp09j2LBh5ps8GWXJmC5btgzt27fHzJkzzT9xMsqS8bx58yZ8fX3RuXNnPPbYY8jNzTV5fkyGzezy5cuoqqqCl5eX3nEvLy8UFxcb/U5xcbHR8ZWVlbh8+XKjYxo6J5mPpWJKtmGteC5atAidOnXCyJEjzTNxapAlY3rjxg20bt0aarUajz76KNatW4fIyEjz3wTpsVRMjx8/jpSUFGzevNkyEyejLBVPf39/pKam4tNPP8X27dvh7OyM8PBwnDlzxqT5OZo0mppNoVDovZckyeBYU+PrHzf1nGRelogp2Y4l4/nGG29g+/btyMjIgLOzsxlmS81hiZi2adMGeXl5uHnzJg4ePIi4uDh069YNDz/8sPkmTg0yZ0xLSkrwzDPPYPPmzfDw8DD/ZKlJ5v49GhoaitDQ0NrPw8PDMXDgQKxbtw5r165t9ryYDJuZh4cHlEqlwd90Ll26ZPA3HB1vb2+j4x0dHdGuXbtGxzR0TjIfS8WUbMPS8VyxYgUSExNx4MAB9O3b17yTJ6MsGVMHBwf06NEDANC/f38UFBQgKSmJybCFWSKmP/zwA86fP49x48bVfl5dXQ0AcHR0xOnTp9G9e3cz3wkB1vtz1MHBAYMGDTJ5ZZhlEmamVqsRHByM9PR0vePp6ekYOnSo0e+EhYUZjN+/fz9CQkKgUqkaHdPQOcl8LBVTsg1LxvOf//wnli9fji+//BIhISHmnzwZZc3fo5Ikoays7O4nTY2yREz9/f3x3XffIS8vr/b1+OOPY/jw4cjLy4OPj4/F7kfurPV7VJIk5OXloUOHDqZN8K4fwSMDuvYhKSkp0qlTp6TY2FipVatW0vnz5yVJkqRFixZJ0dHRteN17UMWLFggnTp1SkpJSTFoH3L8+HFJqVRKr732mlRQUCC99tprbK1mRZaIaVlZmZSbmyvl5uZKHTp0kBYuXCjl5uZKZ86csfr9yY0l4vn6669LarVa+uijj/Ra/JSUlFj9/uTIEjFNTEyU9u/fL509e1YqKCiQVq5cKTk6OkqbN2+2+v3JkSViWh+7SViPJeK5dOlS6csvv5TOnj0r5ebmSs8++6zk6OgonThxwqS5MRm2kPXr10u+vr6SWq2WBg4cKB05cqT2s2nTpkkPPfSQ3viMjAxpwIABklqtlrp27Spt3LjR4Jw7d+6UevXqJalUKsnf31/atWuXpW+DbmPumJ47d04CYPCqfx6yDHPH09fX12g8//73v1vhbkiSzB/TxYsXSz169JCcnZ0lNzc3KSwsTNqxY4c1boVqWOLP0tsxGbYuc8czNjZW6tKli6RWq6X27dtLUVFRUlZWlsnzUkhSTTUyEREREZHMsGaYiIiIiGSLyTARERERyRaTYSIiIiKSLSbDRERERCRbTIaJiIiISLaYDBMRERGRbDEZJiIiIiLZYjJMRERERLLFZJiI6B62dOlS9O/f3+rXzcjIgEKhgEKhwIQJE5r1naVLl9Z+Jzk52aLzIyIyFybDREQ2okscG3pNnz4dCxcuxMGDB202x9OnTyM1NbVZYxcuXAiNRoPOnTtbdlJERGbkaOsJEBHJlUajqf05LS0Nf/vb33D69OnaYy1atEDr1q3RunVrW0wPAODp6Ym2bds2a6xurkql0rKTIiIyI64MExHZiLe3d+3L1dUVCoXC4Fj9Monp06djwoQJSExMhJeXF9q2bYuEhARUVlbihRdegLu7Ozp37oy3335b71pFRUWYMmUK3Nzc0K5dO4wfPx7nz583ec4fffQRgoKC0KJFC7Rr1w4jR47Eb7/9dpe/EkREtsNkmIjoPnPo0CH88ssvyMzMxKpVq7B06VI89thjcHNzw4kTJzB79mzMnj0bFy9eBACUlpZi+PDhaN26NTIzM3Hs2DG0bt0ao0ePRnl5ebOvq9Fo8NRTT2HGjBkoKChARkYGJk6cCEmSLHWrREQWx2SYiOg+4+7ujrVr16JXr16YMWMGevXqhdLSUrz88svo2bMn4uPjoVarcfz4cQDAjh074ODggC1btiAoKAgBAQF45513UFhYiIyMjGZfV6PRoLKyEhMnTkTXrl0RFBSEmJgYm5ZxEBHdLdYMExHdZ3r37g0Hh7q1DC8vL/Tp06f2vVKpRLt27XDp0iUAQE5ODn766Se0adNG7zy3bt3C2bNnm33dfv36YcSIEQgKCsKoUaMQFRWFSZMmwc3N7S7viIjIdpgMExHdZ1Qqld57hUJh9Fh1dTUAoLq6GsHBwXj//fcNztW+fftmX1epVCI9PR1ZWVnYv38/1q1bh8WLF+PEiRPw8/O7gzshIrI9lkkQEdm5gQMH4syZM/D09ESPHj30Xq6uriadS6FQIDw8HAkJCcjNzYVarcbu3bstNHMiIstjMkxEZOeefvppeHh4YPz48Th69CjOnTuHI0eOYP78+fj555+bfZ4TJ04gMTERJ0+eRGFhIT7++GP8+uuvCAgIsODsiYgsi2USRER2rmXLlsjMzMRLL72EiRMnoqSkBJ06dcKIESPg4uLS7PO4uLggMzMTycnJ0Gq18PX1xcqVKzFmzBgLzp6IyLIUEnviEBFRPRkZGRg+fDiuXbvW7E03dLp27YrY2FjExsZaZG5ERObEMgkiImpQ586d8dRTTzVrbGJiIlq3bo3CwkILz4qIyHy4MkxERAZ+//13FBUVARDbLHt7ezf5natXr+Lq1asARJcKUx/OIyKyBSbDRERERCRbLJMgIiIiItliMkxEREREssVkmIiIiIhki8kwEREREckWk2EiIiIiki0mw0REREQkW0yGiYiIiEi2mAwTERERkWz9f5/+llIA5OhsAAAAAElFTkSuQmCC",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
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}
|
|
],
|
|
"source": [
|
|
"d=3\n",
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"\n",
|
|
"# --- Extracting and Plotting State Vector Components ---\n",
|
|
"# Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
"states = np.array([state.full().flatten() for state in result.states])\n",
|
|
"# Compute probabilities: squared magnitude of each component\n",
|
|
"probs = np.abs(states)**2\n",
|
|
"#fidelity as the probability for |2,0> in the last 10% of steps\n",
|
|
"fid = np.mean(probs[-int(N_steps/10):, 6])\n",
|
|
"#fid = np.mean(probs[-int(N_steps/5):, 2] + probs[-int(N_steps/5):, 6])\n",
|
|
"print(f\"fidelity: {fid:.5f}\")\n",
|
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"\n",
|
|
"# Create labels for each basis state in the two-site Fock space\n",
|
|
"basis_labels = [f\"|{n0},{n1}>\" for n0 in range(d) for n1 in range(d)]\n",
|
|
"# Create a list of corresponding total particle numbers for each basis state\n",
|
|
"total_particles = [n0 + n1 for n0 in range(d) for n1 in range(d)]\n",
|
|
"\n",
|
|
"# Filter indices for basis states with exactly 2 particles\n",
|
|
"indices_2particles = [idx for idx, tot in enumerate(total_particles) if tot == 2]\n",
|
|
"labels_2particles = [basis_labels[idx] for idx in indices_2particles]\n",
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|
"\n",
|
|
"# Plot the probability for each 2-particle basis state over time\n",
|
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"plt.figure(figsize=(10, 6))\n",
|
|
"for idx, label in zip(indices_2particles, labels_2particles):\n",
|
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" plt.plot(tlist, probs[:, idx], label=label)\n",
|
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"plt.xlabel('Time [s]')\n",
|
|
"plt.ylabel('Probability')\n",
|
|
"plt.title('Time Evolution of Basis States with 2 Particles')\n",
|
|
"plt.legend()\n",
|
|
"plt.tight_layout()\n",
|
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"plt.show()\n",
|
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"\n",
|
|
"# --- Plot the Results ---\n",
|
|
"plt.figure(figsize=(8, 5))\n",
|
|
"plt.plot(tlist, result.expect[0], label='Site 0')\n",
|
|
"plt.plot(tlist, result.expect[1], label='Site 1')\n",
|
|
"plt.ylim(-0.1,2.1)\n",
|
|
"plt.xlabel('Time [s]')\n",
|
|
"plt.ylabel('Occupation number')\n",
|
|
"plt.title('Time Evolution of a 2-Site Bose-Hubbard Model')\n",
|
|
"plt.legend()\n",
|
|
"plt.grid(True)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Check what tunneling time should be used"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
|
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"<Figure size 800x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"tunneling_factor = np.logspace(-1,2,20)\n",
|
|
"tunneling_time = np.zeros_like(tunneling_factor)\n",
|
|
"fidelity = np.zeros_like(tunneling_factor)\n",
|
|
"\n",
|
|
"for i, fac in enumerate(tunneling_factor):\n",
|
|
" #maximum energy scale for ramp\n",
|
|
" #assuming that staying below 25% of the 1st excited state is enough\n",
|
|
" #and the contact scattering length can be tuned from 0 to 3.5* 85a0\n",
|
|
" limits = np.array([E_exc[0]/10,\n",
|
|
" E_barr[0]/10,\n",
|
|
" U_s[0]*3.5 + np.max(U_dds)])\n",
|
|
" E_max = np.min(limits)/const.hbar\n",
|
|
"\n",
|
|
" # --- Parameters ---\n",
|
|
" J_freq = J[0]/const.hbar # Hopping amplitude\n",
|
|
" U = (E_max, 0) # On-site interaction strength\n",
|
|
" Delta = (0, E_max) #tilt\n",
|
|
"\n",
|
|
" mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
" V = V_lrs.max()/const.hbar # nearest neighbour interaction energy (due to DDI)\n",
|
|
" DeltaJ = DeltaJs.max()/const.hbar # density induced tunneling\n",
|
|
"\n",
|
|
" tau = 2*np.pi/J_freq *fac #take 10 times the time scale set by J for evolution\n",
|
|
" N_steps = int(1e3) #number of timesteps\n",
|
|
"\n",
|
|
" # print(f\"J: {J_freq/2/np.pi:.2f} Hz\")\n",
|
|
" # print(f\"max. tilt: {E_max/2/np.pi:.2f} Hz, {limits/const.h}\")\n",
|
|
" # print(f\"V: {V/2/np.pi:.2f} Hz\")\n",
|
|
" # print(f\"DeltaJ: {DeltaJ/2/np.pi:.2f} Hz\")\n",
|
|
" # print(f\"ramp time: {tau/si.ms:.3f} ms\")\n",
|
|
"\n",
|
|
" tlist, result = solve_hub(J_freq,U,Delta, mu,V,DeltaJ,tau,N_steps=N_steps)\n",
|
|
"\n",
|
|
" # Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
" states = np.array([state.full().flatten() for state in result.states])\n",
|
|
" # Compute probabilities: squared magnitude of each component\n",
|
|
" probs = np.abs(states)**2\n",
|
|
" #fidelity as the probability for |2,0> in the last 10% of steps\n",
|
|
" fid = np.mean(probs[-int(N_steps/10):, 6])\n",
|
|
" #fid = np.mean(probs[-int(N_steps/5):, 2] + probs[-int(N_steps/5):, 6])\n",
|
|
"\n",
|
|
" tunneling_time[i] = tau\n",
|
|
" fidelity[i] = fid\n",
|
|
"\n",
|
|
"\n",
|
|
"# Main plot\n",
|
|
"fig, ax = plt.subplots(figsize=(8, 5))\n",
|
|
"ax.plot(tunneling_factor, fidelity)\n",
|
|
"ax.set_xscale(\"log\")\n",
|
|
"ax.set_ylim(0,1)\n",
|
|
"ax.set_xlabel(r\"$t/(2\\pi/J)$\")\n",
|
|
"ax.set_ylabel(\"Fidelity\")\n",
|
|
"ax.grid(True, which=\"both\", linestyle=\"--\", alpha=0.6)\n",
|
|
"\n",
|
|
"# Add top axis with tick locations from tunneling_factor and labels from tunneling_time\n",
|
|
"secax = ax.secondary_xaxis('top')\n",
|
|
"secax.set_xticks(tunneling_factor[::2])\n",
|
|
"secax.set_xticklabels([f\"{t*1e3:.1f}\" for t in tunneling_time[::2]])\n",
|
|
"secax.set_xlabel(\"Tunneling time [ms]\")\n",
|
|
"\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# How does fidelity and tunneling time depend on tweezer distance:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 206,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"start_line = 334\n",
|
|
"end_line = 341\n",
|
|
"\n",
|
|
"n_lines = end_line - start_line + 1\n",
|
|
"lines = np.arange(start_line,end_line+1,dtype=int)\n",
|
|
"state_nrs = np.zeros((n_lines,2),dtype=int)\n",
|
|
"state_nrs[:,1] = 1\n",
|
|
"\n",
|
|
"degeneracy = np.full(n_lines, True, dtype=bool)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 207,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"frequencies = np.zeros_like(lines,dtype=float)\n",
|
|
"distance = np.zeros_like(lines,dtype=float)\n",
|
|
"J = np.zeros_like(lines,dtype=float)\n",
|
|
"#tilt = np.zeros_like(lines,dtype=float)\n",
|
|
"U_s = np.zeros_like(lines,dtype=float)\n",
|
|
"U_dds = np.zeros((len(lines),50),dtype=float)\n",
|
|
"angles = np.zeros((len(lines),50),dtype=float)\n",
|
|
"V_lrs = np.zeros((len(lines),50),dtype=float)\n",
|
|
"DeltaJs = np.zeros((len(lines),50),dtype=float)\n",
|
|
"\n",
|
|
"E_exc = np.zeros_like(lines,dtype=float)\n",
|
|
"E_barr = np.zeros_like(lines,dtype=float)\n",
|
|
"\n",
|
|
"for i, line in enumerate(lines):\n",
|
|
" state0 = state_nrs[i,0]\n",
|
|
" state1 = state_nrs[i,1]\n",
|
|
"\n",
|
|
" trap, func_ham, res = import_results(line)\n",
|
|
" GS_left_1, GS_right_1 = get_localised_GS(res[\"states\"][state0],\n",
|
|
" res[\"states\"][state1],\n",
|
|
" degenerate=degeneracy[i])\n",
|
|
" \n",
|
|
" frequencies[i] = float(trap.subs(sp.sqrt(2*trap.power_tweezer1*trap.a/sp.pi/trap.m) * 2/trap.waist_tweezer1**2))\n",
|
|
" distance[i] = float(trap.subs(trap.distance_tweezers))\n",
|
|
" J[i], U_s[i], U_dds[i], angles[i], V_lrs[i], DeltaJs[i] = analyse_diagonalisation(line,\n",
|
|
" state_nr0=state0,\n",
|
|
" state_nr1=state1,\n",
|
|
" degenerate=degeneracy[i],\n",
|
|
" n_angles=20)\n",
|
|
" \n",
|
|
" #estimate energies of 0th and 1st state\n",
|
|
" E0 = 0.5*(res[\"energies\"][0] + res[\"energies\"][1])\n",
|
|
" E1 = 0.5*(res[\"energies\"][2] + res[\"energies\"][3])\n",
|
|
" E_exc[i] = E1-E0\n",
|
|
"\n",
|
|
" #estimate heigth of barrier\n",
|
|
" V = trap.subs(trap.get_potential(apply_zero_offset=False))\n",
|
|
" a = float(trap.subs(trap.distance_tweezers))\n",
|
|
"\n",
|
|
" #find minima of potential\n",
|
|
" def V_func(x):\n",
|
|
" return float(V.subs({trap.x:x, trap.y:0, trap.z:0}))\n",
|
|
"\n",
|
|
" x_right = minimize_scalar(V_func,bracket=[0,a]).x\n",
|
|
" x_left = minimize_scalar(V_func,bracket=[-a,0]).x\n",
|
|
"\n",
|
|
" #catch case where both potentials have already merged\n",
|
|
" tunneling_dist = abs(x_right-x_left)\n",
|
|
" if tunneling_dist < 1e-15:\n",
|
|
" raise Exception(\"potential has only one minmum\")\n",
|
|
"\n",
|
|
" #depts of both tweezers\n",
|
|
" V_1 = abs(V_func(x_left) - V_func(0))\n",
|
|
" V_2 = abs(V_func(x_right) - V_func(0)) \n",
|
|
"\n",
|
|
" E_barr[i] = np.max([V_1,V_2])\n",
|
|
"\n",
|
|
" # these states are basically 1 tweezer\n",
|
|
" if state1 !=1:\n",
|
|
" J[i] = np.nan\n",
|
|
" U_s[i] = np.nan\n",
|
|
" U_dds[i] = np.nan\n",
|
|
" V_lrs[i] = np.nan\n",
|
|
" DeltaJs[i] = np.nan\n",
|
|
" E_exc[i] = np.nan\n",
|
|
" E_barr[i] = np.nan"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 216,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"[ 675.10721513 2155.68325884 3869.12998812]\n",
|
|
"0\n",
|
|
"0.6527479874251076\n",
|
|
"0.0015725667494999004\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
|
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},
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"metadata": {},
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"output_type": "display_data"
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},
|
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{
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"name": "stdout",
|
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"output_type": "stream",
|
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"text": [
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
|
|
"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"[ 678.44588677 2579.61125044 4026.62151098]\n",
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"1\n",
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"0.8161957078795382\n",
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"0.013025401795357784\n"
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]
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},
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{
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"data": {
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"image/png": 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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"name": "stdout",
|
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"output_type": "stream",
|
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"text": [
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
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"[ 681.62924036 3037.77940289 4163.20310173]\n",
|
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"2\n",
|
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"0.9112853199231185\n",
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"0.026479374771787748\n"
|
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]
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},
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{
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"data": {
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"image/png": 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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
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"[ 684.65875099 3529.35014616 4282.57450356]\n",
|
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"3\n",
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"0.9559721248867851\n",
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"0.02712858277747444\n"
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]
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},
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{
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"data": {
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"image/png": 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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"name": "stdout",
|
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"output_type": "stream",
|
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"text": [
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
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"[ 687.55653208 4053.50731753 4388.77697771]\n",
|
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"4\n",
|
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"0.9796827277919958\n",
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"0.0857840295316235\n"
|
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]
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},
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{
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"data": {
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"image/png": 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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"[ 690.34322583 4609.45542773 4484.82498964]\n",
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"5\n",
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"0.9862064304065286\n",
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"0.1947417378176338\n"
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]
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},
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{
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"data": {
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"image/png": 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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
|
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},
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"metadata": {},
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"output_type": "display_data"
|
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},
|
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{
|
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"name": "stdout",
|
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"output_type": "stream",
|
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"text": [
|
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
|
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
|
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
|
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
|
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
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"[ 693.03419726 5196.41904649 4572.79414173]\n",
|
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"6\n",
|
|
"0.9933936540354984\n",
|
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"0.21992506315165225\n"
|
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]
|
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},
|
|
{
|
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"data": {
|
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"image/png": 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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
|
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},
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"metadata": {},
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"output_type": "display_data"
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},
|
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{
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"name": "stdout",
|
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"output_type": "stream",
|
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"text": [
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
|
"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
|
"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"[ 695.64053596 5813.64214987 4654.13031727]\n",
|
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"7\n",
|
|
"0.9942814878060094\n",
|
|
"0.366761312513934\n"
|
|
]
|
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},
|
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{
|
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"data": {
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"image/png": 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",
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"text/plain": [
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"<Figure size 800x500 with 1 Axes>"
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]
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},
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"metadata": {},
|
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"output_type": "display_data"
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}
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],
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"source": [
|
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"fidelity_d = np.zeros(n_lines)\n",
|
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"tunneling_time_d = np.zeros(n_lines)\n",
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"\n",
|
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"for j in range(n_lines):\n",
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"\n",
|
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" tunneling_factor = np.logspace(-1,2,20)\n",
|
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" tunneling_time = np.zeros_like(tunneling_factor)\n",
|
|
" fidelity = np.zeros_like(tunneling_factor)\n",
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"\n",
|
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" for i, fac in enumerate(tunneling_factor):\n",
|
|
" #maximum energy scale for ramp\n",
|
|
" #assuming that staying below 25% of the 1st excited state is enough\n",
|
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" #and the contact scattering length can be tuned from 0 to 3.5* 85a0\n",
|
|
" limits = np.array([E_exc[j]/10,\n",
|
|
" E_barr[j]/10,\n",
|
|
" U_s[j]*3.5 + np.max(U_dds)])\n",
|
|
" print(limits/const.h)\n",
|
|
" E_max = np.min(limits)/const.hbar\n",
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|
"\n",
|
|
" # --- Parameters ---\n",
|
|
" J_freq = J[j]/const.hbar # Hopping amplitude\n",
|
|
" U = (E_max, 0) # On-site interaction strength\n",
|
|
" Delta = (0, E_max) #tilt\n",
|
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"\n",
|
|
" mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
" V = V_lrs.max()/const.hbar # nearest neighbour interaction energy (due to DDI)\n",
|
|
" DeltaJ = DeltaJs.max()/const.hbar # density induced tunneling\n",
|
|
"\n",
|
|
" tau = 2*np.pi/J_freq *fac #take 10 times the time scale set by J for evolution\n",
|
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" N_steps = int(1e3) #number of timesteps\n",
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"\n",
|
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" # print(f\"J: {J_freq/2/np.pi:.2f} Hz\")\n",
|
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" # print(f\"max. tilt: {E_max/2/np.pi:.2f} Hz, {limits/const.h}\")\n",
|
|
" # print(f\"V: {V/2/np.pi:.2f} Hz\")\n",
|
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" # print(f\"DeltaJ: {DeltaJ/2/np.pi:.2f} Hz\")\n",
|
|
" # print(f\"ramp time: {tau/si.ms:.3f} ms\")\n",
|
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"\n",
|
|
" tlist, result = solve_hub(J_freq,U,Delta, mu,V,DeltaJ,tau,N_steps=N_steps)\n",
|
|
"\n",
|
|
" # Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
" states = np.array([state.full().flatten() for state in result.states])\n",
|
|
" # Compute probabilities: squared magnitude of each component\n",
|
|
" probs = np.abs(states)**2\n",
|
|
" #fidelity as the probability for |2,0> in the last 10% of steps\n",
|
|
" fid = np.mean(probs[-int(N_steps/10):, 6])\n",
|
|
" #fid = np.mean(probs[-int(N_steps/5):, 2] + probs[-int(N_steps/5):, 6])\n",
|
|
"\n",
|
|
" tunneling_time[i] = tau\n",
|
|
" fidelity[i] = fid\n",
|
|
"\n",
|
|
"\n",
|
|
" print(j)\n",
|
|
" print(fidelity[-1])\n",
|
|
" #maximum fidelity is at longest ramp time\n",
|
|
" fidelity_d[j] = fidelity[-1]\n",
|
|
" #interpolate results to find \n",
|
|
"\n",
|
|
" mask = abs(fidelity - fidelity[-1]) < 0.01\n",
|
|
" tunneling_time_d[j] = np.min(tunneling_time[mask])\n",
|
|
" print(tunneling_time_d[j])\n",
|
|
"\n",
|
|
" # Main plot\n",
|
|
" fig, ax = plt.subplots(figsize=(8, 5))\n",
|
|
" ax.plot(tunneling_factor, fidelity)\n",
|
|
" ax.set_xscale(\"log\")\n",
|
|
" ax.set_ylim(0,1)\n",
|
|
" ax.set_xlabel(r\"$t/(2\\pi/J)$\")\n",
|
|
" ax.set_ylabel(\"Fidelity\")\n",
|
|
" ax.grid(True, which=\"both\", linestyle=\"--\", alpha=0.6)\n",
|
|
"\n",
|
|
" # Add top axis with tick locations from tunneling_factor and labels from tunneling_time\n",
|
|
" secax = ax.secondary_xaxis('top')\n",
|
|
" secax.set_xticks(tunneling_factor[::2])\n",
|
|
" secax.set_xticklabels([f\"{t*1e3:.1f}\" for t in tunneling_time[::2]])\n",
|
|
" secax.set_xlabel(\"Tunneling time [ms]\")\n",
|
|
"\n",
|
|
" plt.tight_layout()\n",
|
|
" plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 217,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 1000x1000 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# Create a figure with 4 subplots (stacked vertically)\n",
|
|
"fig, axes = plt.subplots(2, 1, figsize=(10, 10), sharex=True)\n",
|
|
"\n",
|
|
"axes[0].plot(distance/si.nm, fidelity_d)\n",
|
|
"#axes[0].set_yscale(\"log\")\n",
|
|
"axes[0].set_ylim(0.5,1)\n",
|
|
"axes[0].set_ylabel(\"maximum fidelity\")\n",
|
|
"axes[0].xaxis.set_label_position('top')\n",
|
|
"axes[0].set_xlabel(\"tweezer spacing [nm]\")\n",
|
|
"#axes[0].legend()\n",
|
|
"# 🔹 Add top x-axis ticks\n",
|
|
"axes[0].tick_params(axis=\"x\", labeltop=True, top=True)\n",
|
|
"axes[0].grid(True, linestyle='-', linewidth=0.7)\n",
|
|
"axes[0].minorticks_on()\n",
|
|
"axes[0].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
|
|
"\n",
|
|
"\n",
|
|
"axes[1].plot(distance/si.nm, tunneling_time_d/si.ms)\n",
|
|
"axes[1].set_ylabel(\"minimum ramp duration (1% of max. fidelity) [ms]\")\n",
|
|
"axes[1].set_xlabel(\"tweezer spacing [nm]\")\n",
|
|
"#axes[1].legend()\n",
|
|
"axes[1].grid(True, linestyle='-', linewidth=0.7)\n",
|
|
"axes[1].minorticks_on()\n",
|
|
"axes[1].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
|
|
"\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "base",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.12.3"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|