diff --git a/docs/source/conventions.rst b/docs/source/conventions.rst new file mode 100644 index 000000000..32e55afb4 --- /dev/null +++ b/docs/source/conventions.rst @@ -0,0 +1,246 @@ +**************************************** +Conventions +**************************************** + +States and Bases +#################################### + +Bases +******* +A basis refers to a set of two eigenstates. The transition between +these two states is said to be addressed by a channel that targets that basis. Namely: + +.. list-table:: + :align: center + :widths: 50 35 35 + :header-rows: 1 + + * - Basis + - Eigenstates + - ``Channel`` type + * - ``ground-rydberg`` + - :math:`|g\rangle,~|r\rangle` + - ``Rydberg`` + * - ``digital`` + - :math:`|g\rangle,~|h\rangle` + - ``Raman`` + * - ``XY`` + - :math:`|0\rangle,~|1\rangle` + - ``Microwave`` + + + +Qutrit state +****************** + +The qutrit state combines the basis states of the ``ground-rydberg`` and ``digital`` bases, +which share the same ground state, :math:`|g\rangle`. This qutrit state comes into play +in the digital approach, where the qubit state is encoded in :math:`|g\rangle` and +:math:`|h\rangle` but then the Rydberg state :math:`|r\rangle` is accessed in multi-qubit +gates. + +The qutrit state's basis vectors are defined as: + +.. math:: |r\rangle = (1, 0, 0)^T,~~|g\rangle = (0, 1, 0)^T, ~~|h\rangle = (0, 0, 1)^T. + +Qubit states +************** + +.. warning:: + There is no implicit relationship between a state's vector representation and its + associated measurement value. To see the measurement value of a state for each + measurement basis, see :ref:`SPAM` . + +When using only the ``ground-rydberg`` or ``digital`` basis, the qutrit state is not +needed and is thus reduced to a qubit state. This reduction is made simply by tracing-out +the extra basis state, so we obtain + +* ``ground-rydberg``: :math:`|r\rangle = (1, 0)^T,~~|g\rangle = (0, 1)^T` +* ``digital``: :math:`|g\rangle = (1, 0)^T,~~|h\rangle = (0, 1)^T` + +On the other hand, the ``XY`` basis uses an independent set of qubit states that are +labelled :math:`|0\rangle` and :math:`|1\rangle` and follow the standard convention: + +* ``XY``: :math:`|0\rangle = (1, 0)^T,~~|1\rangle = (0, 1)^T` + +Multi-partite states +************************* + +The combined quantum state of multiple atoms respects their order in the ``Register``. +For a register with ordered atoms ``(q0, q1, q2, ..., qn)``, the full quantum state will be + +.. math:: |q_0, q_1, q_2, ...\rangle = |q_0\rangle \otimes |q_1\rangle \otimes |q_2\rangle \otimes ... \otimes |q_n\rangle + +.. note:: + The atoms may be labelled arbitrarily without any inherent order, it's only the + order with which they are stored in the ``Register`` (as returned by + ``Register.qubit_ids``) that matters . + +.. _SPAM: + +State Preparation and Measurement +#################################### + +.. list-table:: Initial State and Measurement Conventions + :align: center + :widths: 60 40 75 + :header-rows: 1 + + * - Basis + - Initial state + - Measurement + * - ``ground-rydberg`` + - :math:`|g\rangle` + - | + | :math:`|r\rangle \rightarrow 1` + | :math:`|g\rangle,|h\rangle \rightarrow 0` + * - ``digital`` + - :math:`|g\rangle` + - | + | :math:`|h\rangle \rightarrow 1` + | :math:`|g\rangle,|r\rangle \rightarrow 0` + * - ``XY`` + - :math:`|0\rangle` + - | + | :math:`|1\rangle \rightarrow 1` + | :math:`|0\rangle \rightarrow 0` + +Measurement samples order +*************************** + +Measurement samples are returned as a sequence of 0s and 1s, in +the same order as the atoms in the ``Register`` and in the multi-partite state. + +For example, a four-qutrit state :math:`|q_0, q_1, q_2, q_3\rangle` that's +projected onto :math:`|g, r, h, r\rangle` when measured will record a count to +sample + +* ``0101``, if measured in the ``ground-rydberg`` basis +* ``0010``, if measured in the ``digital`` basis + +Hamiltonians +#################################### + +Independently of the mode of operation, the Hamiltonian describing the system +can be written as + +.. math:: H(t) = \sum_i \left (H^D_i(t) + \sum_{j np.ndarray: # State vector ordered with r first for 'ground_rydberg' # e.g. n=2: [rr, rg, gr, gg] -> [11, 10, 01, 00] # Invert the order -> [00, 01, 10, 11] correspondence - # The same applies in XY mode, which is ordered with u first + # In the XY and digital bases, the order is canonical weights = ( - probs if self.meas_basis == "digital" else probs[::-1] + probs[::-1] + if self.meas_basis == "ground-rydberg" + else probs ) else: # Only 000...000 is measured diff --git a/pulser-simulation/pulser_simulation/simresults.py b/pulser-simulation/pulser_simulation/simresults.py index 8e954c543..9552414b4 100644 --- a/pulser-simulation/pulser_simulation/simresults.py +++ b/pulser-simulation/pulser_simulation/simresults.py @@ -217,11 +217,11 @@ def _meas_projector(self, state_n: int) -> qutip.Qobj: Args: state_n: The measured state (0 or 1). """ - if self._basis_name == "digital": - return qutip.basis(2, state_n).proj() + if self._basis_name == "ground-rydberg": + # 0 = |g>; 1 = |r> + return qutip.basis(2, 1 - state_n).proj() - # 0 = |g or d> = |1>; 1 = |r or u> = |0> - return qutip.basis(2, 1 - state_n).proj() + return qutip.basis(2, state_n).proj() class NoisyResults(SimulationResults): @@ -495,9 +495,13 @@ def _meas_projector(self, state_n: int) -> qutip.Qobj: else self._meas_errors["epsilon_prime"] ) # 'good' is the position of the state that measures to state_n - # Matches for the digital basis, is inverted for ground-rydberg and - # for XY - good = state_n if self._basis_name == "digital" else 1 - state_n + # Matches for the digital basis and XY, is inverted for + # ground-rydberg + good = ( + 1 - state_n + if self._basis_name == "ground-rydberg" + else state_n + ) return ( qutip.basis(2, good).proj() * (1 - err_param) + qutip.basis(2, 1 - good).proj() * err_param diff --git a/pulser-simulation/pulser_simulation/simulation.py b/pulser-simulation/pulser_simulation/simulation.py index e2f36b1ba..62433e18b 100644 --- a/pulser-simulation/pulser_simulation/simulation.py +++ b/pulser-simulation/pulser_simulation/simulation.py @@ -402,7 +402,7 @@ def set_initial_state( if isinstance(state, str) and state == "all-ground": self._initial_state = qutip.tensor( [ - self.basis["d" if self._interaction == "XY" else "g"] + self.basis["u" if self._interaction == "XY" else "g"] for _ in range(self._size) ] ) @@ -683,7 +683,7 @@ def make_xy_term(q1: QubitId, q2: QubitId) -> qutip.Qobj: """Construct the XY interaction Term. For each pair of qubits, calculate the distance between them, - then assign the local operator "sigma_du * sigma_ud" at each pair. + then assign the local operator "sigma_ud * sigma_du" at each pair. The units are given so that the coefficient includes a 1/hbar factor. """ @@ -707,7 +707,7 @@ def make_xy_term(q1: QubitId, q2: QubitId) -> qutip.Qobj: / dist**3 ) return U * self.build_operator( - [("sigma_du", [q1]), ("sigma_ud", [q2])] + [("sigma_ud", [q1]), ("sigma_du", [q2])] ) def make_interaction_term(masked: bool = False) -> qutip.Qobj: @@ -752,7 +752,7 @@ def build_coeffs_ops(basis: str, addr: str) -> list[list]: elif basis == "digital": op_ids = ["sigma_hg", "sigma_gg"] elif basis == "XY": - op_ids = ["sigma_du", "sigma_dd"] + op_ids = ["sigma_du", "sigma_uu"] terms = [] if addr == "Global": diff --git a/tests/test_simresults.py b/tests/test_simresults.py index 767146dc7..ec8258c16 100644 --- a/tests/test_simresults.py +++ b/tests/test_simresults.py @@ -360,8 +360,9 @@ def test_results_xy(reg, pi_pulse): assert results_._size == 2 assert results_._basis_name == "XY" assert results_._meas_basis == "XY" + # Checks the initial state assert results_.states[0] == qutip.tensor( - [qutip.basis(2, 1), qutip.basis(2, 1)] + [qutip.basis(2, 0), qutip.basis(2, 0)] ) with pytest.raises(TypeError, match="Can't reduce a system in"): @@ -382,5 +383,5 @@ def test_results_xy(reg, pi_pulse): ) # Check that measurement projectors are correct - assert results_._meas_projector(0) == qutip.basis(2, 1).proj() - assert results_._meas_projector(1) == qutip.basis(2, 0).proj() + assert results_._meas_projector(0) == qutip.basis(2, 0).proj() + assert results_._meas_projector(1) == qutip.basis(2, 1).proj() diff --git a/tests/test_simulation.py b/tests/test_simulation.py index 28cb3a970..54d0029ad 100644 --- a/tests/test_simulation.py +++ b/tests/test_simulation.py @@ -914,7 +914,12 @@ def test_get_xy_hamiltonian(): < 1e-10 ) assert simple_ham[0, 1] == 0.5 * amp - assert simple_ham[3, 3] == -2 * detun + # |udd> 1 atom in |u> + assert simple_ham[3, 3] == -detun + # |udd> 3 atom in |u> + assert simple_ham[0, 0] == -3 * detun + # |ddd> no atom in |u> + assert simple_ham[7, 7] == 0 def test_run_xy(): diff --git a/tutorials/advanced_features/State Preparation with the SLM Mask.ipynb b/tutorials/advanced_features/State Preparation with the SLM Mask.ipynb index 7dc05244a..a34ce30e8 100644 --- a/tutorials/advanced_features/State Preparation with the SLM Mask.ipynb +++ b/tutorials/advanced_features/State Preparation with the SLM Mask.ipynb @@ -16,16 +16,18 @@ }, { "cell_type": "markdown", + "id": "467b6371", "metadata": {}, "source": [ "When performing quantum computations with global pulses, it might be hard to prepare the system in an arbitrary initial state. This is especially true in the XY mode, where only a global $\\sigma^x$ pulse can produce excitations whose number is otherwise conserved during free evolution. A partial solution to this problem is to utilize an SLM mask.
\n", - "Assume a system of three qubits in XY mode is initially in state $\\left| \\downarrow \\downarrow \\downarrow \\right\\rangle$, and that we are interested in preparing the state $\\left| \\uparrow \\downarrow \\downarrow \\right\\rangle$. Acting naively with a global $\\sigma^x$ pulse of area $\\pi$ would result in state $\\left| \\uparrow \\uparrow \\uparrow \\right\\rangle$. Using an SLM pattern, however, it is possible to detune the last two qubits away from resonance, and the same global $\\sigma^x$ pulse will produced instead the desired state $\\left| \\uparrow \\downarrow \\downarrow \\right\\rangle$.
\n", + "Assume a system of three qubits in XY mode is initially in state $\\left| 000 \\right\\rangle$, and that we are interested in preparing the state $\\left| 100 \\right\\rangle$. Acting naively with a global $\\sigma^x$ pulse of area $\\pi$ would result in state $\\left| 111\\right\\rangle$. Using an SLM pattern, however, it is possible to detune the last two qubits away from resonance, and the same global $\\sigma^x$ pulse will produced instead the desired state $\\left| 100\\right\\rangle$.
\n", "Let's see how it works in practice. First create the register:" ] }, { "cell_type": "code", "execution_count": null, + "id": "e5f9a381", "metadata": {}, "outputs": [], "source": [ @@ -43,6 +45,7 @@ }, { "cell_type": "markdown", + "id": "a0adcb3d", "metadata": {}, "source": [ "Now create the sequence and add a global $\\sigma^x$ pulse of area $\\pi$ in XY mode:" @@ -51,6 +54,7 @@ { "cell_type": "code", "execution_count": null, + "id": "7c2aecfb", "metadata": {}, "outputs": [], "source": [ @@ -65,6 +69,7 @@ }, { "cell_type": "markdown", + "id": "d1511bca", "metadata": {}, "source": [ "Drawing the sequence will show the following:" @@ -73,6 +78,7 @@ { "cell_type": "code", "execution_count": null, + "id": "4dce4509", "metadata": {}, "outputs": [], "source": [ @@ -81,6 +87,7 @@ }, { "cell_type": "markdown", + "id": "fa5c5fbb", "metadata": {}, "source": [ "To set up the SLM mask all we need to do is to create a list that contains the name of the qubits that we want to mask, and pass it to the $\\verb:Sequence.config_slm_mask:$ method:" @@ -89,6 +96,7 @@ { "cell_type": "code", "execution_count": null, + "id": "462c1a9c", "metadata": {}, "outputs": [], "source": [ @@ -99,6 +107,7 @@ }, { "cell_type": "markdown", + "id": "1aa757b8", "metadata": {}, "source": [ "At this point it is possible to visualize the mask by drawing the sequence. The masked pulse will appear with a shaded background, and the names of the masked qubits will be shown in the bottom left corner." @@ -107,6 +116,7 @@ { "cell_type": "code", "execution_count": null, + "id": "abd0dc82", "metadata": {}, "outputs": [], "source": [ @@ -115,6 +125,7 @@ }, { "cell_type": "markdown", + "id": "2e27a12b", "metadata": {}, "source": [ "The sequence drawing method also allows to visualize the register. If an SLM mask is defined, the masked qubits will appear with a shaded square halo around them:" @@ -123,6 +134,7 @@ { "cell_type": "code", "execution_count": null, + "id": "0fffe4c2", "metadata": {}, "outputs": [], "source": [ @@ -131,20 +143,22 @@ }, { "cell_type": "markdown", + "id": "21c01972", "metadata": {}, "source": [ - "Now let's see how the system evolves under this masked pulse. Since the pulse only acts on the first qubit, we expect the final state to be $\\left| \\uparrow \\downarrow \\downarrow \\right\\rangle$, or, according to Pulser's conventions for XY basis states, $(1,0)^T \\otimes (0,1)^T \\otimes (0,1)^T$ in the Hilbert space $C^8$:" + "Now let's see how the system evolves under this masked pulse. Since the pulse only acts on the first qubit, we expect the final state to be $\\left| 100 \\right\\rangle$, or, according to [Pulser's conventions for XY basis states](../conventions.rst#qubit-states), $(0,1)^T \\otimes (1,0)^T \\otimes (1,0)^T$ in the Hilbert space $C^8$:" ] }, { "cell_type": "code", "execution_count": null, + "id": "a9dead3e", "metadata": {}, "outputs": [], "source": [ "import qutip\n", "\n", - "qutip.tensor(qutip.basis(2, 0), qutip.basis(2, 1), qutip.basis(2, 1))" + "qutip.tensor(qutip.basis(2, 1), qutip.basis(2, 0), qutip.basis(2, 0))" ] }, { diff --git a/tutorials/quantum_simulation/Microwave-engineering of programmable XXZ Hamiltonians in arrays of Rydberg atoms.ipynb b/tutorials/quantum_simulation/Microwave-engineering of programmable XXZ Hamiltonians in arrays of Rydberg atoms.ipynb index fb35faf5b..321afba70 100644 --- a/tutorials/quantum_simulation/Microwave-engineering of programmable XXZ Hamiltonians in arrays of Rydberg atoms.ipynb +++ b/tutorials/quantum_simulation/Microwave-engineering of programmable XXZ Hamiltonians in arrays of Rydberg atoms.ipynb @@ -140,9 +140,9 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABMMAAADXCAYAAAAX4ZalAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAABtaklEQVR4nO3debxdVX03/s9373PuzQgJJNBAgkEkCIUSDVJ9RIl1qLUV2kcfH6gDg4pYaevPoU59WmsHq1ZsbW0VBUEFqa1a0eJAFUWU8UKECIIMgSREEjIndzhn7/39/bGHu890z1r7nLXPyc3nzeu+uPeMa5+9z7l3f/Jd3yWqCiIiIiIiIiIiooOBN+gBEBERERERERERlYVhGBERERERERERHTQYhhERERERERER0UGDYRgRERERERERER00GIYREREREREREdFBg2EYEREREREREREdNBiGTbsCwFYA6ztcLwA+CeAhAPcAeHZJ4yIiIiIiIiIioj5hGDbtSgAvn+H63wFwfPJ1EYB/K2FMRERERERERETUR5VBD2CI3ARg5QzXnw3gCwAUwK0AFgFYBmCL6ROIyDEA1gJYWGB8AeKqtJtUtV7g/kREREREREREB72DOgwTkSsA/B6Arap6MgC88pWvXPGtb31rXXKTRQB2qerq9evXP+PUU089P4qi9wDA//k//2f+V77ylaNhEIaJyMihc/Gf80fx0hefjOCIhfBFIDZjnaojuvNRBI9sBUTklap6k839iYiIiIiIiIjoIA/DEE+N/BfEFV8AgG9+85sbAawGABH5OIDd6XVz587dvG/fvtXJj983eYIlS5bo8mVLcNLS7bjuHYrRam8D/p/1wNmXej869dRTUa3O/GC1Wg0jIyO9PSERERERERER0ZAZGxt7SlWXFrnvQR2GqepNIrKy3XUiIgBeA+C3AKBWq/1qZGRkVe4mywFs7vYcT3va0/D4ow/iMxf2HoQBwEtOBv73c+fgua9+M952ySUz3va2227Db/7mb/b+pEREREREREREQ0REHit6XzbQ7+wFAJ5U1V8CwCOPPPI/4+Pjy0Tk7sWLF9/17W9/O4TBFMlarYZ5I4qVhbLKDgN7xjjuuuPmrrdbuXJl/56UiIiIiIiIiGgWOKgrw5p8GXFz+yUANp1++um/POaYYzYAuBjAp9/1rndd88ADDzz/aU972otuvvnm6MUvfvHCWq12iKruaX4gEbkI8YqTWLZsGQ6d09/Mcd4IMLV3ouvt7r//fhx55JF9fW4iIiIiIiIiogMZw7Bp56bfiEgFwObbb799DYBNALBhw4YpAG8CgDPOOAO1Wu2HAFYBuLP5gVT1MgCXAcCv//qva7R/n/PBt8PKMCIiIiIiIiKiRpwm2d5LAPxCVTelF4jIUhHxk++fDuB4AI+4ePJ6AJz07t4fZ+/evb0/CBERERERERHRLHJQh2Ei8mUAtwA4QUQ2icgbk6vOQTxtMu+FAO4RkXUA/hPAxaq6w8W4IgUe6NqNrLvt27f3/iBERERERERERLPIQT1NUlXP7XD5+W0u+yqAr7oeUz+tWbNm0EMgIiIiIiIiIhoqB3Vl2Gw3NjY26CEQEREREREREQ2Vg7oybJB++mDn62pBf55jwYIF/XkgIiIiIiIiIqJZgmHYgJzxIffPcdRRR7l/EiIiIiIiIiKiAwjDsAGJvuT+OR588EEGYkREREREREREOewZNoR27AMuvb73xznuuON6fxAiIiIiIiIiolmEYdgQuel+4LWfAo6+BPjn7/X+eNu3b+/9QYiIiIiIiIiIZhFOkxywnfuBK28CPvsD4BdbAE+Az7wROP+FvT/2rl27en8QIiIiIiIiIqJZhJVhA/LjXwCv/1fgqLcBH74O+J1TgXv/Hlh6CPDKZwF+H/bMmjVren8QIiIiIiIiIqJZhJVhA3Lm3wCHLwA+/xbg1acDFb//zzE2Noa1a9f2/4GJiIiIiIiIiA5QrAwbkDeeCUzWgT++Cnj3NcC9j/f/ORYtWtT/ByUiIiIiIiIiOoCxMmxAPvtm4NLXAV/6CfDZG4FPfhd41kpg7wQwUevPcxx++OH9eSAiIiIiIiIiolmClWEDtHAu8NaXAHf9LXDLXwGnHgOIAKe+H/iza3p//Icffrj3ByEiIiIiIiIimkVYGTYkTj8u/vrH1wNfvDmuFuvVqlWren8QIiIiIiIiIqJZhJVhQ2bhXOCPXgrc/Xe9P9YTTzzR+4MQEREREREREc0iB3UYJiJXiMhWEVmfu+yDIrJZRNYlX6/IXfc+EXlIRB4Qkd/u9fm/vx74x28Dtz8MqALnfxo49E3AmX8NbNre66MD+/bt6/1BiIiIiIiIiIhmkYM6DANwJYCXt7n8E6q6Ovm6HgBE5CQA5wD49eQ+/yoiftEn/qfvAGdfClzzU+ClHwbediXw6Dbg714T9w17Vx96hq1Zs6b3ByEiIiIiIiIimkUO6p5hqnqTiKw0vPnZAK5V1SkAj4rIQwBOB3BLkef+1A3A998P/OYzgJ88ALzwr4GN/wwctRh41enAsz5Q5FEbjY2NYe3atb0/EBERERERERHRLHGwV4Z1comI3JNMo1ycXHY0gI2522xKLivkV7viIAwAnn8CMGckDsIA4NcWAfsniz7ytMMPP7z3ByEiIiIiIiIimkUYhrX6NwDHAVgNYAuAj9s+gIhcJCJ3isidO3fuNLrPqIMavYULF/b/QYlo6Fz106vwxE67BTNuevAm/PShnzoa0bQgDPCJ730CYRha3e8LP/2C9TYV8fj2x/Hl275sdZ8wCgttUxE/fvDH+MlDP7G6z8YdG3HNbX2Ya2/gi7d8EZt2bLK6z82/vBk3//JmRyOaFkYhLv3epdb7qcg2FbF552ZcfevVVveJoqi0Y+8nD/0EP/7lj63us3nnZnzp1i85GhERERFR/zAMa6KqT6pqqKoRgM8ingoJAJsBrMjddHlyWbvHuExVT1PV0xYvXtzuJqiFwN99Y/prst74c70Pf+du2LCh9wchoqF3/ufPx6d++Cmr+5x3xXm4+EsXoxbUHI0qtn3/drzjP96BHz3wI6v7nff58/AvN/6Lo1FNu+mXN+EPP/eH2LhjY/cbJ7bvi7fphw/80N3AEm/6wpvw5i+8GVP1KeP7/PiXP8ZrP/daq20q6g1XvAGfutHu2HvTVfbbVMSu8V1453+8E/9z//9Y3e8NV7yhlGPvpw//FK+7/HV4fPvjxvfZNbEL7/iPd+B7933P4chib/3SW3HhlRdism5eqn7rI7fi9Ze/Ho9tf8zhyIiIiIh6d1D3DGtHRJap6pbkxz8AkK40eR2Aa0TkUgBHATgewO1Fn+e5zwBuuHf65988rvHn5z6j6CNPO/HEE3t/ECI6IOyd2Gt1+0gjhFGIeljHSGXE0aiA8alxAMATu+2rvPZO2m1TEUEYAADqYd34PhP1CQDA5l1t/z2kr8IohEBQD+sYrY4a3SfdFtdBZ8p2P0UaAQqrbSpivBYfe5t32u+nMo69qWCq4f8m0vdTGcdepBGiKEI9rGNOdY7RfdLgrKxjj4iIiKiogzoME5EvA1gLYImIbDrrrLP+41WvetWFz3zmM+fs2rVrB4A7ALwFAFT15ytWrPhuFEW7RkZG5GMf+9iWV7/61b8N4Poiz/3DP+/XVnS2YcMGHHnkke6fiIgGbiKYsL6PqiKM3E63SoMjm+qSVJH72ErHZyMNWcoYHxDvp0gj49tP1Oy3qRdFXkNFCcde8jpMBvb7qYzXsMhzpK+166q6lO1+KnIsEBEREQ3CQR2Gqeq5uR99AA8CeBbi5vh3AHgv4r5hAICNGzcuAvAOxH3FTkIchK3sdRwPPwls3QMsXQg849d6fbRpExP8o5ToYGF7cqzJf64DiTQ4KnKSXEbYtH9qPwBYvQ69bFMRESIEUWB8+3SbbAK0XhTZT6qKUIf32LOp1ioq3U+qanyfUoNYtQ/Mi2wTERER0SAc1GFYk9MBPATgkeTnawGcDeC+3G0UwCHJ94cC6Km78/+sB952JfDQr+IHFgDHHQn8y3nAy36jl0eOrVmzpvcHIaKhlp50TgaTUFWIiOEdy6kMywIJiyqYdJumgim7bSpg39Q+ANPTJU2kU9XKrAyz2U9FtqkXU8EUoiiC55m1IVVoqcdekf00VbfbpiL21+LgyGaKbrZNBardbBUJzNMwzGabiIiIiAaBDfSnHQ0g3214U3JZ3gcBvC657noAf1z0yW75JfDKfwD+1/HADe8D7vto/P8zTgDOvjS+vldjY2O9PwgRDbV8jx6bSiARifuGlVSdY3PynvYbmgqmnAcm6cl7LTTvcdTL1E9baTBoFUjU7LepiHow3ZvMdj+VWZVoUzWZblMZx14aWtqML3s/1UoKwwoGsWVN4yQiIiIqipVhds4FcCWAjwN4HoAvAjgZgPVclA99DXj/2cD/+4Ppy555FPBbvw4cdwTwV18DvvOe3gZ7xBFH9PYARDT08tUvYRTC93yj+1W8CoIoGMppkvkQI4xCVHx3v6rS4MgmXChzmqSIIIzCQtU5E1Nux5cPOkMNUUXV6H4CQRRFQ3nsZUGn5TYVke6n8fq48X3KnqJbdJrkvto+V0MiIiIi6gtWhk3bDGBF7uflyWV5bwTwleT7WwDMAbCkyJPd+hBwycvaX/dHL42v79XIiLsV4ohoONTDOjzxrAOTil9BEAaIIrd9pdLxBYH5lL3sPlHgvO9VLajBE8+qci0dXxlTwap+1fp1SLfJJmQpomE/WRxHFb+cILbIfspvk+vx1cJ4P9kEW2Uee554CDW0OvbS8ZU1hZiIiIioKIZh0+4AcDyAYwGMADgHwHVNt3kcwIuT709EHIZtK/JkQQTM7fAPznOrQNiH879Nmzb1/iBENNSCMMBoZdQ6MKl4FesT3SKCMEDVr6IemZ+8B1G8TWFU3vjSqZk293EdlgCA7/mIosjqdQgi+9e8iGw/hXb7yRMPkUZQuG2ynr4ONvspf+y5bgKfvTcCi/dGep+yenKp3UIM9bCOql8tZQECIiIiol4wDJsWALgEwHcB3I+4AuznAD4E4KzkNu8E8GYAPwPwZQDnA8X+mj9hGfCtu9tf9627gVV9WFXy5JNP7v1BiGioBVGAkcqI9cm7Jx5U1X3YVCSQCJNtKiGsq4d1VLwKpkLzk/d0m2xWeOyFQq0qr7JtchxI9LqfXFclpsGRzX7KtqmkINZ2P2XvJ8e9/lIKu8+IehQfezbhMhEREdEgsGdYo+uTr7y/yH1/H4Dn9+OJ/uS3gbdcAUzWgXOeB1R8IAiBf78V+NMvAB9/be/P8eCDD2LJkkKzOInoABFEAUZ8+5P3tCqnrOoXq0Ait03OxxcVqAxLw7CSVmsEYFVFlVWGWVQcFZHupyiKCu2nYa0MKxIuF5FWUdlUeWVViWE5YRhg9xlRpNKSiIiIaBAYhg3IG14APPwkcMFlwIWXAUsWAk/tja/7s98Dznth789R5h/LRDQYQRigWqnG084KnLyXUXlle/JeenWOb1fJkm1TCdMk08DIappkgW0qIojiY69oEFvWFFjryjB/BJHaTU0tIojs99OwV4alx15p0ziJiIiICmIYNkB/9WrgwjOB790LbNsLLF0IvPQUYOVS4PaHgdOP6+3xTznllP4MlIiGVuHKMFXrE90isuoXy55hadhUWiAR2odhpZzwa7KvLILOeli33qYi0uAojEK7Kq9km1xPk6yFNesKvlKPvQKhZS2w36aiVNW+Z1hUZxhGREREBwSGYQP2tKXAm3+r8bKpOvC8vwTCL/X22OvWrcPatWt7exAiGmpp9YttJYtCIZDSpoIVCSRsQ6Ai6mEdVa9qvdplWT3DFAoRsdq3YRSWEtal+ynSyCrYSrfJ+TTJ3EIHqvFzmtxnpDJSuNLSanxRgKpXLCgOosB4m3ohIlb7Ng1IXQexRERERL1iA/0h1Y8/wZctW9aHRyGiYZYPJIqcvLue6leP6tm0LtPxZSFGGatdJq+fTQP9/DRJ19VN6Wtms5/SgM/5NMl8cGTxWyvdJtfVTfn9ZHzsRcXC5V7GZzVFN6hnQbHr8aX71LbfX8VjZRgRERENP4ZhQ8rtv/US0WyRVYZFdifvkUYQ2FUcFZGe8NuMr9eAz0bWV8qmci1Xjee6ukk1ruCzbQJfVmVYxavYVyUW2KYi0iDWZnzptNkocr9vi+ynLFwuocF/+hlhuxIsG+gTERHRgYBh2Cy2ZcuWQQ+BiBzLTt5tK1l0+v4uNVR5GVZRFQ34Co0vef2mguGsDEvZhnVl9G3KT0Ms8jo4D8Py+8k0DAvjqYu2Uz+LKLKfsm0qoWoy/YywaqA/gJVWiYiIiIpgz7ABuehzna8L+/T37erVq/vzQEQ0tMIoRNWrYlInjStF0ub5ELg/4U/CJpsm61nAV3NfGZb217KehpiEda6rhwAAAqvnCTWM+zY5rs4JNcyCWOvXQdyHYWGYG5/hcZQdDyWETWEU7yebMKzM8QEAxC4wT8fHnmFEREQ07A7qyjARuUJEtorI+txlHxORX4jIPSLydRFZlFy+UkQmRGRd8vXpXp67Hnb+ihR4wwt63DgA9957b+8PQkRDLR82mZ4cRxrBE6+UqWppQ22rqWphuatJ2k7rKqunWRpaCsSub1M43WTdpYbFGwxD1fw2RXA8RTeqW6+0mr6fNHK/eEOhaZL5INbx+ADEnxGh/RTdMhaXICIiIurFwV4ZdiWAfwHwhdxlNwB4n6oGIvIRAO8D8J7kuodVdXU/nvjzb+nHo8zM9333T0JEA5VOtbKtfvEk/rcQ1yetRZqYhxqi4lVKaRIehiFGq6NWlSxBFKBacT9NMoxC+F78OV4P7FYcnFOZ476BfoGeYVkQK2K1TUUUmVJY+uINlQJhWMV9UJyGlp54dqtdhsk2Od63RERERL06qCvDVPUmADuaLvueqqZnh7cCWO7iuX94H/CnuQhu3gWA/7rpr5vu7/05Vq1a1fuDENFQC6Kkx5FNg/owgO/5ELGrOCo0vtB+db404LNZgbLw+ApUsqR9pWymfhYdmycefM9HoJZT1Sp2Uz+LyPd2M54CG8bb5IlXXr86y9Uk04DP9RTYMAytK8Oy97vjxSXSINb3fLuqybTSktMkiYiIaMgNdRgmIqMicqyInCQiSwcwhAsBfDv387EicreI/EhEeprI+KkbgLUnTv88UgFu+n/x10fPBT753V4ePbZ+/fruNyKiA1o2TVLtenJlIUtZlWFhgUCipBX9RvwRuwb1SUWPwu1UunxwZFUZloR1rgOJdD/ZhJZBFGQhi82iBYXGV2DVzzTMKWO1xjTYsl7JtFJuEGvb0yydmkpEREQ0zIYuDBORhSLyVhG5CcBuAA8BWA/gVyLyuIh8VkSeU8I4PgAgAHB1ctEWAMeo6rMAvAPANSJySIf7XiQid4rInTt37mz7+GOPAi87JXcfAM8/If76o5cCdz/W+zYsX+6kqI2Ihki2+p1FD6EskBAfU3XHgURUIJBIK69KqAwDEIeCFoFEPayXVhnmez4qXsUq2FIofM93XxmWjM/q2AunQxbX0ziLTNFNx1fGFN00VC1Slei6Z1h+P1kHsVxNkoiIiA4AQxWGicg7AGxAXJF1A4CzAawGsArA8wB8EHGfsxtE5DsicryjcZwP4PcAvFaTvzZVdUpVtyffjwF4OBlXC1W9TFVPU9XTFi9e3PY5ntoLzJ8z/fMX3jr9/dwRYOue3rejVuM0BaLZLogCeJ6HCMMZSBSptEm3qYxAAojDMKu+SLmeYaVUhnke6nW7HkwVv2JV0VNEEMb7yWa1y3zA53x8RY89SbZpGIPYyL4PWhENgXloHpgrFBW/wgb6RERENPSGrYH+cwGcqaqd5vfdDuAKEbkYwBsBnAngl/0cgIi8HMCfJeMYz12+FMAOVQ1F5OkAjgfwSNHnmTsCbNoOLD88/vmVz56+btP2+Ppebd26FSeddFLvD0REQ6se1rMm61bTJL1ypklm07osqrzqYT0OWeA+kFBNqqhsVswrqcl6GsxUvApq0XBWhgkEAKxWa8x6hjmuHspXJdr0qxOJt8n1FF0A1u/B9P1UZmWY7X4qox8cERERUa+GqjJMVV8zQxCWv92Uqv6rqn6ul+cTkS8DuAXACSKySUTeiHh1yYWIq8/Wicink5u/EMA9IrIOwH8CuFhVd7R7XBMvOCHuG9bOp26Ir+/VmjVren8QIhpq9bCerQxpc8JfamWYZYP/eliHL75VxVEvilSGjfgjVn3QikgXOvA8z66KSlFK5VVDEGtTleh5qPgVq4qjIhoa6BseR2kQK5BSgtiKZ1dFFYTJsWfRI7CIoj3DFMk2cZokERERDblhqwzLiMhJAEJVfSD5+aUAzgPwcwAfVdWe/8lbVc9tc/HlHW77VQBf7fU5U+87Gzjjr4Ad+4FzngscfRiwaQdw7S3AF28Gbv7L3p9jbGwMa9eu7f2BiGho5cMwm6lgIhIHJhYhUBH1sI45o3PsGvwnYR3gvjIs0ihegMCiiioIA8wbmed8xcH8frIJF9KQxXVlWNFjz4NXWuXanMocqyqqIttUVBYc2YRhUYDR6mg5U3Q9D75ahmE6PU1SVbMqOyIiIqJhM7RhGIArAPwjgAdEZAWAbwD4IYC3ATgEwPsGNjJL7f5eXXMscN07gT/6PPDZG+MG+grg6UcA//WO+Hqbx2tn7ty5RYZLRAeQtHoIsKzOKVD1UUQYhVnYNIyBBADr16Ee1cvpGRYVq+BLp0m6DiSKViWKJ/Aj96tJ1sM6FowusF/tUuL3k+uwTlXhiZcdRyb7KYgCLPAWIIxKnKJrsyqpwnqbiIiIiAZhmMOwZwK4K/n+1QBuU9VXiMiLAHweB0gY5vs+duwPoAo0/0340lOAX14K/PJXwLY9wJKFwKpl3R9zzwQwf8GhXW+3cuXKYoMmogNG1vAbdn2bfPGtV4orIp1SGKlldU7SM8x1IAEgq6IyDiTSFf0selEVEUbhdGhpWcGXBnwuA4kwDOF7PgRi/Dqk21Tx3U+lC6MwnlJoMU0yX5XoevEGEYmni9anrMKwaqVq9X4qIt1P4ondfhJk+7aMKc5ERERERQ1Vz7AmPoD0nyNfDOD65PuHARw5kBEVUK1WUR2Zh/UbO9/m+F8D/tcqsyAMAL73iwU4Y+1Lu97u/vvvNxwlER2o0ulMNoFEOv2ulMqwMLTu25RWu9lsUy988a2m0pW6mqTnFer/5Xu+82mc9Wi6Msw0tMyCWLFvzG4rv5qkTb+6NIh1fexlizdYLMSQBrE276ciCvcMU4UvvvP3BhEREVGvhjkMWw/grSLyAsRh2HeSy48G8NTARmVJRPC2P/5TnH/5PDy2rbfHqgXAP39PcPfGOTj77LO73p6VYUSzXz2qW0/rCsI4kLDtV1REEAXZNEnjQCKyn35XVNq3ySaQCKMwDiTKaGKOYiv65avdXEnDOsCuKjGtiLKafldAGIbWVVRpZZhASqlK9L0CQaxf0mqSSRBr+xmRBnwMw4iIiGiYDfM0yfcA+C8A7wJwlarem1x+FoDbBzWoIv7svX+OyYkJPPuD/4SjFvtYcogH20krtQC4f9MknrnqBHz/h/+JQw45pOt99u7dW2zARHTAqAf2wVEYhaVVhmUn7xaBRDpFC3AfhkGRNXO3GV9pPcM8D1BYr+hnG7IUkQ9io8i8sintcVdKEGsZCtajZIVMKamBvlSsqrzCKKm0dBw25YNY28+I7DXnNEkiIiIaYkMbhqnqTSKyFMAhqrozd9VnAIwPaFiFiAj+8kN/h/f9+Qdxzz33YM+ePdaPUa1W8fSnPx1HH3208X22b99u/TxEdGAJogCenwRHpoFEErJU4L5vUxBOT1Wz6RmWBiam29SLLDgyPHmvh/WsZ5jz6hzx4IlnFxxprjrH5TTJXBBrPAU2CiAQeJ5XThCbVoYV6BnmvDJM476itpVr1UrVqpKxiPQzwvctp0kmlZau++kRERER9WpowzAAUNUQwM6mi0MA706+DigjIyM47bTTSnu+NWvWlPZcRDQYQRjAR7KapOUJv3hi3ZjdVtZfyyKYKbIoQFH5aZKFKsNK6NskIlYLHaSVYaVUDyVBrGmo2jD9rowg1isexIZawjTJtL+WxXuj6lURhm7Hln5GWO8nBTzPK2WKKREREVEvhrZnmIhc1+4LwDcAvMXR074cwAMAHgLw3g63eQ2A+wD8HMA1jsbRF2NjY4MeAhE5lk3rgkUgkevbVEp1jmfX4ygNJDzxnIZ16XhsK8OyQKKEnlwiYtW3KR1PxatYbVPR8fnwrVa7TAO+svrVZUGsRU+urHG845VWFRr307McX1rt5rwyrMB+SrcpiqJSqjqJiIiIihrmyrDmOX4+gKcDOBXABQ6ezwfwKQAvBbAJwB0ArkMcfKWOB/A+AM9HXLF2hINx9M2CBQsGPQQiciyt4LDp7ZM/4XddndOwmqTFVDBffHieh1rdXZP1tDeZ79v1DMumfpYxVU3spqpFGmX7NoxCp4FEGsT64hvvpzTgK61fnWe/mmS2TQ4b/GdBbFIZVmg1yRKCWJvPiIZtcjxFl4iIiKhXQxuGqWrbwEtE/hRxGPaFPj/l6Ygrwh5Jfr4WwNloDMPejDgwS6dubu3zGPrqqKOOGvQQiMixtCG57/mYCqaM7+Mhrvooq4G+7Ql/OpXOZSARRPFrV5ECq0laBnyFxpcEnVWvalydk5/e5nwaZz6Ita0M891PkwzDMOtfZVP154tdtVuhsSVBbLrSqk1lmO/5iOC46i+3n2yDWNttIiIiIhqEoZ0mOYPrADzXweMeDWBj7udNyWV5q5KvnwC4FfG0yqH14IMPDnoIRORYPazHFRxJhYmJIAoAmV71zaV0RT+bk/f0RNwTz2nfpqxBve/ZNTFPV3mEeZ+2QuNLms2nVV42Y/M9Hwp1H9Z5dhWG6TaVNU0ynUJsU/WXVkTVArdBrCcefEn2k8Vqkr7nQyBOq/6KTNHNwlHx2UCfiIiIht7QVobNYA2AQTXDqiCeKrkWwHIANwE4BcCuAY1nRscdd9ygh0BEjjVUsphOk8xV9LgOJFQVIpJ9b6Ie1jFaGXXetymrfhG76qG0AgYw36ai4yscSHh2jdmLqId1zKnOiVeGNK0My4VNZQSxtsdeEAYYqYzAF7fTONOKTs/3rPrppa8f4D6I9eAVC2J9n/3CiIiIaOgNbRgmIp9sc/GRAH4PwPX561X1T/rwlJsBrMj9vDy5LG8TgNsA1AE8CuBBxOHYHX14/r7bvn07VqxY0f2GRHTACqMQnufZBRK5KVCuV6UTkeyk3XYqmOu+TWmVTXrybhNs2W5TEVlPM4vKq1DDbNqs7TZZj0/DOIgV89Aymx5YQmUYgOnQ0qIqcY7EAZ/L90b2OohdA32FZtvkUhiFWRBrGoaF0fTxYFNpSURERDQIQxuGIa64aud2AEuSLwB9+6fROxAHW8ciDsHOAfCHTbf5LwDnAvh88vyrMN1jbOjs2rVr0EMgIsfSZvM2gUQ6tdITD4E6rgxLPqIFYh5IpNMXPc9pX6n8VDWbHkf57XDdk8u2iqp5qloZ0yQ9zzOvXMtPgXUcxAL2oWUaxHriua0MS5/H86xX/UxvW8riDWJePZqfout6cQkiIiKiXhmFYSLyTwB+AOAmVd3Z7fb9oKovcv0cInIF4kqzrap6MoBLtm3bdsOrXvWqo+67777x7du3/+Ojjz5698qVK28WkW8CeMXSpUvPOuywwyYvv/zyjc9//vPfjdZVL4fGmjVrBj0EInIsPQH1PM84MElXzKt47ivDoHF1jk3/qmybxDxkKSLf88qmbxM0DvcAt5Vh9bDeEC6YyK8UajP1s4heglibxuxFFQkty5pCnFVnpg3+CxxHpawm6fuo1cxXCk2nbGtk8X4iIiIiGgDTWvs/BvA1ANtE5G4RuVREzhKRQ/s9oOSxXyBSwjwA4Eo0NsG//ogjjvjaj3/84w899dRTSwB8/9hjj1XETft/B8Dx27ZtO+yBBx5Ye8YZZ+xAvOLk0BobG1RrNSIqS1aNYdHjKH/SWsZUtZRNIGHbB62IfHBku/pd2rfJZfVLPaxbT5PMry4aRW6bmOcrgUwrDNMg1vf8UoJY29CyYZtcViWG04GvTWipqqUGsTbTJNMebb74VlM/iYiIiAbBNHB6HoAPAPg+gGcAeDuArwN4SkTGROQfROR3RWRhH8Y0F3HI9KSIXCkivy8ic/vwuC1U9SYAO5ouPhvAVcn3VwH4/dzlX9DYrQAWicgyF+Pql0WLFg16CETkWENwZNgzLB+yuFytEYgDMOsm5lFJ1Tm5184qkCip4iVdHME2kChr3xYJjsoOYosce1m1m+H7qYiGvn0Fg1jXiyPYBsVZEOuzZxgRERENP6MwTFVvU9W/V9XfBrAIwP9CHI79AHHfrHcgrp7aISK3i8hHig5IVd+qqkcD+F3Evbv+BnHodp2IXCgiS4s+tqEjVXVL8v2vEDftB4CjAWzM3W5TclkLEblIRO4UkTu3bdvmbqRdHH744QN7biIqR0P4YVhpkzbdd139krKtZMnGJz6CwPFUtVz1i+n4BFJaZVhWRWXbMywJ+Fyu6heEAXzE/bVMFzpIQ5aKZ9c4voh8WGT7+jnvV5ebYhqpeQVffpuc7tvcKrWm+ym/OmuoblcyJSIiIuqV9VREVQ1V9dYO4dhtAE4D8K5eB6aqt6vqB5JeXqcC+BGA8wFsEpGbReRdItI2jOoXjf/6s/5rTlUvU9XTVPW0pUtdZ3edPfzwwwN7biIqR366lXEgEdWzE3HngYQqkizM+IQ/PRG3WSGziHzwYVPJopiequY8bJI4bLIKJLyk4shxINHQMN0mbMpPD3RcPeSJZ7d4Q37asevKsOS1sz2GygxiPfHMq+ry7yfHK5kSERER9aqnvlzJ9MXfAvBKAGcBOD25aldvw2qkqg+p6sdV9YUAlgO4AsAZiFd27Lcn0+mPyf+3JpdvBrAid7vlyWVDa9WqVYMeAhE51lDBYRlI+J4PVfPG9kVJ8p9xGBZOBxJlNDHPVl60CY4EVttURD2sQzyx2k9ZkChe3MTc9WqSycqQplVUaRDreXHI4jKsy2+7zXvD9v1URPraVfyKXWVYrmeY035w+QpDw95zDQGf48UbiIiIiHplFYaJyBwRebGI/LWI3AxgJ4DvAngzgCcAvBPAagBL+j3QlKpuU9UrVPX3VfUfHDzFdQDOS74/D8A3cpe/QWLPBbA7N51yKD3xxBODHgIROZY2rfbEM242n05Vyyo4HJ+0pifvhfpeOWyy3rCin02zeQW85Nen6wb1ts3w01UAs2mIjivD0vGZhpb5INa2V1YRtlVUpTXQj4pVJQIoLYhNA2mbqsS0xx0rw4iIiGjYVUxuJCIfArAWwHMAjAJ4EvG0xasB/EhV7+vHYETkCtPbquqFfXi+LyPeriUisgnAXwL4ewBfEZE3AngMwGuSm18P4BUAHgIwDuCCXp/ftX379g16CETkWD5cMA4kosa+Uq6nSVoHEkmgU9Y0SdvXIUJU2lQ1gd3qfA0Bn+N9m60eaBEc1aN6YzWe62PPcjpr/phwXZUoInF/LYtQsMg2FR1fPqwzuk/ufcsG+kRERDTsjMIwAH8OoA7giwAu7Vf41UZzg60XAogA3Jv8fDLiarab+vFkqtppmuWL29xWAbytH89bljVr1gx6CETkWBAF8FBgRb+kH5Dr6pwiDb/zUz9dV+dkVVQ2r4Om/1P3PcM8fzpcMKjyyk9ddF2dUyiIzfWVCiP3TdaLVIallZZlNNBPp0navA6eeIDA6Wqh+dUkraZJ5hdH4DRJIiIiGmKm0yS/B6AG4EIAt4jI9SLybhE5XUT8fg1GVV+ZfgH4KeIpmMtV9YVJv7AVAL6DuFE/dTE2NjboIRCRY1EUwffjYMs0kGg40XXY2ycNYgpPVRO3fZvCKGycqmbxOqSBictAIr+qpmmwlW6T7/vOA4lQQ3iw6xkWRmE8tbKEyrCUzRTibHyOK8PCKGw4hmxfB9crraavQzY+g+MoO/Y88+OViIiIaFCMKsNU9eVJ6PUcAC8CcCaAvwAwH8B+Efkp4mmTPwJwu6r2Y17LnwB4saruz41jv4j8NYDvA/jbPjzHrHb44YcPeghE5Fi+MsymJ1cZgUSkUbaan3VgIu4DiXRal800ySiKp0im0xddBhL1qA4fSWUYDCvDmvqguQwkwjCE7/tZJZCJMoNYhU5P4ywwhdhpA/0oKBwcZVOI+/KnVofxFVhko+i0YyIiIqJBMG6gr6qhqt6qqh9W1ZcDWATg+QD+DvGkkfchnr64S0T+pw9jWwDgqDaXLwMwrw+PP+stXLhw0EMgIsf60sTcUSCRTvMDAN/zjft/5U+qywgkbKZJpvcBAM/zUItq7sYXBvB93yowyffxKqNnmIe4ss54im6+F5XDsC7SCL74WRBbD8wrw9KeZq6DWNuVF5uD2Frg7thLg9i0OtPmvVFodVYiIiKiklmtJpmXhGO3qOqHAfxvAOcA+DGAuYirx3r1VQCfF5FzRGRl8nUOgMsBfK0Pjz/rbdiwYdBDICLHijYxzyqOHAYm6clxttqlYSCRnyZZ6op+hj25fM+PX3PxjbepiKyKyiaQCKd7XrkOJNIgtuJVrIJY33dflZiGTYB9EOuLD98voV8d4vetwrDyKumlB8RBrOnUz0Ljywexpu+NaLqBPgBWhhEREdFQM22g30BE5iKuCluLOPg6LXksATCBuN9Xr94K4OMArgRQTR67jjgMe1cfHn/WO/HEEwc9BCJyTFXj6iaxCyRGR0dLCSR8z89O+k0DiXR6pU3FUdHxpaGWbSAhcL/aZRiFqPpV60AibaBvuk1FZUGsRW+3elRHVapxA32HPc3yQaz1NEnPyxaXcCVfYQjAOIj1PK+cBv9R00IHFtMkgXh7WBlGREREw8woDBOROQD+F6bDr+dgOqCaQhx+3Zh83dqPnmGqOgHgj0Tk3QCOSy5+ON9DjGa2YcMGHHnkkYMeBhGVID1pNZFWvxRpHG8jO+EXWDX4T/me77RBfT4wgRoGEklYkm6Ty8CkHtYxpzrHatXPNJBIFy1wGUikQazVNMkBBLGeeMa93dIgtuJVnFdepVMeAbMqqrQSLw2Xa6HbKbpVvzodFFtUhqXb5HKlVSIiIqJemVaG7UJjddbtmA6/fqqqUy4GJyIVAKcCOAbACIDV2R/4ql9w8ZyzycTExKCHQEQlsZkm2dDbx2HfpuaTd9MphenJdBmBREN1jsVqjek2TQVOfv3F44uaGpJbBBKpMgIJq2mISWVd2gfNdIVRWw1BrOdhKrTbTzbhchENQSzMVlrNb5PrKcRZEGvR263MIJaIiIioV6Zh2DoAP0Acfv1EVcedjSghIs8E8E0AxyIO4ULE460jrkZjGNbFmjVrBj0EIiqBQq2qqLKeXI5X9MufHHueh0DNTt7TSpRSAwkxrM5p6hnmehpnWsFnu6JfWqFTRiCRVnmZaF5x0JWGINZiGmeqIuYrZBbRHMTa3CcNYktZ7VLizxWbxRuAONBmzzAiIiIaZkZ/ianqc1X1/ap6QxlBWOIfAYwBOBTAOIATEfcmWwfgVSWN4YA2NjY26CEQkWNp2GFzwh+EQbxSnMUqhUU0BxK2zebLCCTS0Mg0OMoCtLICCa9YIJFW17mmUFT8CsLQMogto4F+vmeYRWipUPi+b7xNhcbXVBlmNU0yCZedN9DPVfAZ9zRjZRgREREdIEx7hv3A8nFVVV9cYDx5zwFwpqruF5EIQEVV7xKRPwPwzwB+o8fHn/WOOOKIQQ+BiBzLGuj7FatpkuLFvZRMQ5YisrDJMpBQ1axBfS1w1xepHtaz8Rk30A9z1S8iTvs21cM6PHhWgUTzNrmsvkpfL5t+cOk2pVV/rqdJZkGsYXBUZJsKjS8MAJmeEmwaNqVBpyeOw7DkMyKrHjUNYnPBMivDiIiIaJiZTpNci3h6oulf/f34C0gQV4QBwDYARwN4AMAmAM/ow+PPeiMjI4MeAhG5lnza2jRzT6f6OZ8mmVsxzzZcSAM01w3qs6lqFg30s2mSlhVHtoIogOfHKxuaBhL1sA5f/Oxnl4GEQq0r5NIVET3xjAO+ItLnAWA9RbeMqr/02LOtDEuPV5sVMouOz4c/feyZ9qvzxGqbiIiIiAbFNAwLEIdT/wPg8wC+perwn5tj6xE3z38EccP+94hICODNAB5y/NyzwqZNm/CMZzA3JJrVZDo4Mj05DqIgrs4R8+bYRYRRCF+mgyPTKqps6qfj1SRDDeF7dsFR8zRJ05Cl0PiSZv3p62ASSIRR4za5JBDr0DLSqCGIdSVb6MAytEy3qeJV3FaGRcUWbyirX10YhfB8L9u3xv308kEsp0kSERHREDPt3no0gPchrsj6OoDNIvIRETnB2ciAvwWypid/jnhFyRsBvAzAnzh83lnj5JNPHvQQiKgEaTBj3MQ8CuD7JVWGedPBkc3Khlkg4XjFvOzk3aKBfsOKfoHbwKShb5NhZVgasgjE7TTJ5LipeOa93RqmfmrkbLXL9LWznVKYD2Kd9jRLKgxTJmFiSxBbQlhnXZWYbJNASlnJlIiIiKgo0wb621T146p6CoDnAfgGgIsA3Ccit4jIm0RkQT8HpqrfVdWvJd8/oqonAlgC4EhV/WE/n2u2evDBBwc9BCJyTFUBgVUlSxBOV4a57hmWrSZpE0jkeoa5brKeDyRMgqN8SFBGXynbQCJfnaNQ54GEJ9P9v4ybwPt20++KyIJYy6pJANnx6vLYywexxos35IJY58dePoi1mCaZr3ZzGcQSERER9cpuXW8Aqnq7ql4MYBmANwDYD+AzALaIyOv6MSgRqYrIbc2VZ6q6Q0toQiEiJ4jIutzXHhF5u4h8UEQ25y5/heux9MLlSlhENDzS4Mg0kMhPgYqiyHkTcyCutKlHFg2/ZXqFTJeBRNYM37CKKt+LyvfMG7MXkU6Lswkk6lE9G5/zyjCdrqJSNV+AIK0Mc7lvi64mmQaxNosWFB6fN/0nWKHKMJf96pLx2eynetDYr45hGBEREQ0z055hLVR1EsDVIrIBQATgJQCe3o9BqWpdRI5FfxrxF3n+BwCsBgAR8QFsRjw99AIAn1DVfxjEuGydcsopgx4CEZUgXTEvDSTSgKeT5qoPV/Kr3/niWwX06Qm/y3//yFeGqZqtvNgc8Llssp5vNm/Tt6nM6py0iiqMzHuaeb4HX4Z38QaI+2mSDYs3wLAqMSxe7WYr7ffniRd/rphWhlkGfERERESDYl0ZBgAiskxE3isivwBwE4ATAXwYcXP9frkKcbP8QXsxgIdV9bFBD8TWunXrBj0EInIoPUkVyVWGGU63SptwR+q2MixtoO95dn2b0sbxrseXBRICoymF+amLZfRtyveDs1ntMuU8DMuPz3SapPhWlYxFZJVhBaqosvDW8RTifH8tm8owAMNZGZYL+DzxnI6PiIiIqFfGYVgydfHVIvLfAB4H8EEA9wD4PQBPU9UPqOrGPo5tPoCLkumIl4vIJ/NffXyevJcDeADxapXvTS47B8CXc7e5ZPHixRsuvPBC/f73v/+idg8iIheJyJ0icue2bdscDbW7ZcuWDey5ici9SKOGk2OrQMIrJ5AQT6wafkdRBC/51eQ6kMj3bfJgVj1UaiCRX+igQAN9l4FEPojNqrwMK9fSyibTqZVFZFMKLVe7TINYz/PcTpPMV64ZBsXNQazTqsTmINbicwVwvxIsERERUa+MwrAkfNoC4N8Rryz5TgBHqeprVPXbqk7+6flEAHcB2Il4+uUpuS8XyyT6AD4F4HcAnATg3EcfffRUAGcB+I/kNv921113nfrUU089Pnfu3CfOP//8t7d7IFW9TFVPU9XTli5d6mCoRETTzdKtA4nkRNzmPoXGF8X9odJpZ8bVL8lUMOeBRBjA86cDCZPgKB+ylNHEPL/you00SZfjawliDfdTFsSmizc47smVVnmZ7Nt8EFtmA31ffNQDgzCsl6mflpr3k0mFYXMQa7JNRERERINi2jPsEgATiCuk7krud/4MfWlUVT/Ry8BUtW3VlUOnI64IeyT5+dqrr776nQDuUtUnkzE9CeAfAXzkkksu+X9XXnnlr5c8RitbtmzBCSec0P2GRHRASk9YbRt+R1EU96LySlrRzyKQSJvGC9yv6JeFdYgDiVpQMxpffvqdy+qcMAyzlRdNA4nm6hxXgUQ+iPU8u/FlU2ANq90KjS+pbMqCWIMqpeYVKJ2+N5qDWLULYsuoDEur0Ez3UUMQ63moRd3fT0RERESDYtNAfy6AP0y+ulEA1mGYiByrqo8a3lYALO/j1MyjAeQfa9N3vvOdCxD3QgMAXH311S977WtfuwLAf19zzTX/dMghhzzcp+d2YvXq1YMeAhE5lF+RziYwiTSarjhyGUiEcSBh0/A77SkFwHkgUQ/rqPpVAMlUNYPVLrNFAUoKJLJQ0KCfGdA09dNhINEQxIr5QgxhFGaLAkRwHHR6dj3D0j5e+aCzjCDWtIoq3wet4lWcTtFNg1gRgcJ8cQnft6t2IyIiIhoU0zCsrCqtW5KeZJ9T1Vva3UBEFiPu4/UniKc1/ouLgWzcuHF03bp1KwB8LbnIu/baa79w4YUX7qrVaveceeaZiy699NJLXTx3v9x77714wQteMOhhEJEj6Ql1vpLFRHqCX0YgkVYQG4dhbcIml+MbrY4CSAIJk75NuW1yHUioalYJBBiuOBgFGKmOAHAbSKT7CUA2ndUksMtPRQTgtPIqC2LFPIjNpn46nkKcD2J9z7c69tJqvDIWb0hZ96sznHZMRERENChGYZiq/sj1QBLPBPABAP8tIhGAMQBPAJgEsBhxL68TAdwO4O2q+t0+PvdmACvSH1asWLF03759HwKwO7lo4Te/+c0KgDnJ1wLEq2eeBeDOPo6jb9J/oSWi2SmtshFINuXRJJBIG5/nf3Y2PpmeJmnaM6y54shVIBFGIXxMV6FZ9QyD+0CiYb+IWSCRvuYAnI4v1LCxXx3sK/gE4nTf5oNYk2MvO15LmCYZaohRbzQbn8l+atgmw/dTUWkQm/1s8DqEUdgQxJpM/SQiIiIaFOPVJMugqrtU9d2IpyxeDOB+AIsAHAsgAHAVgGep6vP7HIQBwB0Ajk+eawRx9dl1uet3A1gCYGXydSuGOAgDgFWrVg16CETkUDalUHKVLIYn7/kQwuU0SdseR1nfIUE5DfS93MqQhpVr2TYZVhyVqWGbHI6veUqh6TTO/L7U5D8n48uFllZTdMvqVxcGWRBrU5WY3yaTab39YrMwB8AG+kRERDT8bHqGlUZVJwD8Z/JVlgDxQgHfRbyy5BUAfg7gQ4gDr+s633U4rV+/HmvXrh30MIjIkYYV83ro/+UykLCeJlliZVg9qjf0XLOdJum6Z1gz475NkgtZXE2TjKZDy7SKynSabh6D2IJBrOcjDB1WhuW227SCL99A3/d81EI20CciIqLhNZRh2ABdn3zl/UWH2651O5TeLV++fNBDICKHmleXs6oMQwmVYU3jM21int7H+WqXueoc00qb5p5mZfZFsu3bZNqLqoiGIFaK93Ybqn51TZVXrle7zFfwWQex4pe6WqPJe7B5JVOXYR0RERFRr4ZqmiT1V63Gf5Ulms3yU9U88QoHEkUqekxkTcxhUZ0TtU6/cxpI+NOVYUFgvtplGgK5nibZPK2wm4aQxWUYFjWFlhb7Kb8dzo69/PiS90bX+6Tvp2QKrOnqrEXUw/r0NEnPMwqOGoJYv7wgVqGFGuizMoyIiIiGGcOwWWzr1q2DHgIROdS2MszgpFVVG1aKc6UextMQs2ldahaGNTQJV4erSYZBtrKhzVQ6CLJAwmkT86bwy3SqWjZN0mED/eYg1rSBfsv0O9erSUJQ8SpmYVNzZZjLnmG5INaqMiwNl8Xs/dSLnoJYxw3+iYiIiHrFMGwWW7NmzaCHQEQONaxsKHZTChtWk3TZJDwJZnwZwmmSUZCtuuuLWY+jelhv6MnltDJMYb2iXz6Q8MRzVj3UEsSaVoYpsiDWtOKoiIYg1reYJpl77VxP0c0HsSZTdFvC5YM0iCUiIiLqhwMuDBMRT0SOGfQ4DgRjY2ODHgIROZQ14U6bmBsGEs0nus6mguUa1JtWUTVU50jxxuwmmgMJ0ybm6Ql/xas4G1s7xoFErm+Ts8qwpiqqUMOhDmKNqhLDggFfkfHlg1iLqsRsm1wv3pALYo0b6Bfog0ZEREQ0KEMZhonIqIj8pYj8QkQmRORJEfmqiKwGsBTAowMe4gFh7ty5gx4CETnUMG3KMpBoqDhyvKIfAOP+WqUHEvngyKCKKq3OSe/jujrHNjjKVnmE20CiIYgVuyC2YZscVV7lg9iKXzHqp9fcB62sKbqeeKgFdlWJFc9sm/rFpucaYF7tRkRERDQoQ7eapIjMAXAjgBMAXAXgQQCHAXglgNsBfGBwozuwrFy5ctBDICKH8g2/PYmbmEdR90olVUW+ZZizQCKsN64ul5y858OQZml1SSmBRC448sQzCo7qUftAYqZtKiw3pRAwDyQaVpN0FEjkg9h0OqtplVy6TQJxFibmX4f84hIzHntha1Wi0ym6lhV8WQAJTE8hdnTsNYeWJvu2IYj1fIQBe4YRERHR8Bq6MAzAexFXf52gqttyl/+tiJwP4NMDGdUB6P7778eRRx456GEQkSNpIAFguuG36VS1NGRRGAVoReRXl8s3JJ/p5D2Mwumpi64DiVy4YBpIhFGYjT/rK+UwkEh3k0DMA4kSmpg3VPCJ3eINDUGsy55huWNPVbseR72skGmrYaEIwwrDelRvCPhcvjcKB7G5ardA2TOMiIiIhtcwTpM8F8B7m4IwAICqXgngfWj4U5o6YWUY0ewWRiE8z4MnnnEgkQZf+RNdV32v0vEBdoGESK7iyGEgEUZhYyWLSSCRmybpeUnFkatAAvaBRBiFjU3MHTXQz792tq9Dfptcji+rvDJclTQfdLoOYhvG55lNZ20+Xl2+N/JBrOlCEWEUTq+QabhNRERERIMyjGHY0wDc3elKVf2Eqg7juIfO3r17Bz0EInKoYTVJw0AiPQlPT/pFxFkgUY/qDVVeJoFE24ojh1PVGqYUBt1P3oOosYm5qpsVEaMoyqa/AnaBRL7iyFnPsKQCzROvoepvJs1BrCees2mczaGlRt33U8uiAA57cjVPZ7UNYk3fT73I9pNhqNr83nDa4J+IiIioR8MYKu0FsKzTlSKyWkSuKHE8B6zt27cPeghE5FAQJtMkBcaBRP6EFXAbSATh9Ip5plVeZQYSzZU2JtO6GqZWOgwkWvaT55mFdU1TP51Nk2yz6qdJ5VU+iHUZ1jUEsYaLS7Qs3uByJdOmfnVGPcOawqYocjO+5iDWdCGGfBBb8SrOQnYiIiKifhjGMOxGAG9rd4WI/BqAawGcV+qIDlBr1qwZ9BCIyKGs2TykoX+VyX0aKqJcrjgIux5HaZhTWiDh5wKJAqtJugok8q9DOj6T/RREAXxMN/h3FUjkg1jTqsTmgM+0Gq/o+LIg1ua9IXbvp6IaglgxW8m0Oeh0VTXZLjCfCqesx2cS8BERERENyjCGYR8C8EoR+ZKInCIic0TkKBF5C4A7ADxVxiBEZIOI3Csi60TkzuSyw0TkBhH5ZfL/xWWMpaixsbFBD4GIHEoDiSw4iszCppbKMFeBRDQdSNhUrolIVpnicipYpFHjNE7DJuFp2OSyiXkaSGQLJIiPWlTrer9QQ4g3HaA5rQzLBbEKw2mIuSDWtCKq0PhyQWxWYWgRxIqI0TYVHl8uiPV9szCsYeqnw7CuOYi1mUJckUo2PoZhRERENMyGLgxT1fUAXg7gdADrAOwHsBHAJwF8GXGD/bIa6L9IVVer6mnJz+8F8H1VPR7A95Ofh9aCBQsGPQQicqh5qlUE88qw/Imuq5PWelhv6SFkuqIfgGyMzvoi5R7WOJCI6tYBXxH5VSHT5zIKLXOrALrct/kgNtWtQq5tEOuwp1m2nyTu7dZt1dR8EJty1a+uOYg1naKbBbGeu6A4iIJ4Omu+Z5hJvzoNs7/OfM9HGLJnGBEREQ2vyqAH0I6q3iwizwTwHADHIu4jdouq7hCR+QD+akBDOxvA2uT7qwD8EMB7BjSWro466qhBD4GIHArC6ZUXU0aBRP5E13EgkZ8KFmnUPZBos02uAon84/piFhw1TP10GUgkwVE2TbLAypC+ZxbwFZHft6kiQayznmFhHQtkQfY8Rj3DCmxTYfkg1jA4qkd1zPPnxfcRs0rQIppfB9P3BhTWPfiIiIiIBmXoKsNSqhqp6m2qeq2q/req7kgu36+qZYRhCuB7IjImIhcllx2pqluS738F4Mh2dxSRi0TkThG5c9u2bSUMtb0HH3xwYM9NRO5lPY7ylSyGfZHyFRxOe4ZZ9jgKojhsstmmfjCtokqrZoASAolkGmL6XCbjawj4HAYSRULL5iDW+WqXMh1aGi3eMKAgtuJVrINYp1WJTUGsTW+3dDwug1giIiKifhjKyrAhcYaqbhaRIwDcICK/yF+pqioibf8KVdXLAFwGAKeddpr7s7gOjjvuuEE9NRGVoMi0rmzFvDICiab+WiYrQ6aBRJ6rQCLPdOXFtgFfGZVhBSr4yqgM6yWI9cRDLezeB63Q+HL7yXjxhjZBbLdKxn4wrfprCGIdLi7RHMSaHntFAj4iIiKiQRnayrBBU9XNyf+3Avg64h5mT4rIMgBI/r91cCPsbvv27YMeAhE51BxsAWaBhO81hiyuAol6VJ9erdHzoKrGU9XKCiTS8ZgGR/Wo3tinzWEgIZ70NKXQdFGAItoGsQZBZ3MQ63K1yzSIzRaXsAxiBVJOECvxNM5uWgI+g20qol1lmO1+crl4AxEREVE/MAxrQ0Tmi8jC9HsALwOwHsB1AM5LbnYegG8MZoRmdu3aNeghEJFDQRQAArsm5lHjVLAivahsxtcwrcswkABQzlS13FiseoaJ3TYVkQUSlhV8+cDRdQP95iDW5NjLB50uVxysR/VsVU1ffEToHloGUeOiAC5Xk2w49nyz0LIe1RtXyDTog1ZEc9DpeR7qkdmxlzKttCQiIiIaFE6TbO9IAF9P/hCsALhGVb8jIncA+IqIvBHAYwBeM8AxdrVmzZpBD4GIHKoFtYbV+UykKzxmVR+mzbELqAf1hhX9TJrN18JaQ+Ua4LZnWBY2+T7CmkEg0bxCpqNAoh7WG5qYe57hNMncDFOXgUQtrFlP0a2H9daeYYa9qGy1Xcm0y3FUD+sN0wMBd0GsyHTVmel7sB5Ov59M+6AV0bKfxKwyrGGbHAaxRERERP3AMKwNVX0EwKltLt8O4MXlj6iYsbExrF27dtDDICJHamENFa/xY7xb9UvzCb/v+agFjqZJNgUSJlMK60E964uUcjENEYhDtjTMsWli3hxIuBhftp/yU9WKrOjnqOqv3X4yDptKWk0yC2INF2+oBbXSpuhGGmXvwYpfMasMy73m2eqsro69/GqShseeqk5vk1cxWiGTiIiIaFA4TXIWW7Ro0aCHQEQO1YKafSCRnFD30g/IVEMli3hGVVTtAj5nU9WgDVP2TAKJWlhDReLxpYGEi/Glr0O+gq9IE3NXlWFTwZT1fqqHdVSkYr1CZhG1YHo/mfbXqof11m1y1TNM0VKdaTK+fAN9k2q3ImpBDRW/0tAbzyQwz7+fXI6PiIiIqB8Yhs1ihx9++KCHQEQOtQvDulWK1MJayyqFzqZJhvWGJuYaaddKm6lgqjXgc9jEvKGSxWAaZz6QyFYpdDRVLd+TyxPz3m5ZiOF5RttURLtjr1vwVgtqDZVhpr2oimieUhhq2PW90XzsCcRd36tcrz/T3nP5SktPvLinmcspukmBnO/5xvspv29d9lwjIiIi6hXDsFns4YcfHvQQiMihtL9WSiBdw6Z2U6DKDCSM+kqJ+0AiPUkvFEhYTr8rIuvblJvG2W0/qSbhQy7EyC5zMb6m/WQyRbfXVQpNpQsQAHHllcnrUCTgKyo/pdDzPKPjqF0fNFfTJH3Pb5hua/Q6KBqq/sLITT89IiIion5gGDaLrVq1atBDICKH8lVKKaNAoulE1+U0yex5xCxsqgW1LGxKuQgkmpuEWwUSXjmBRENlmEED/SAMWhqfuxpfLWzdT90qDNOeYSmnx17UGFqaVIY1h8uAm351URQ1LD6Q9dMzCLJbgtgSgk6T3m7ZKqa5INZkm4iIiIgGhWFYo5cDeADAQwDe2+b6dwC4D8A9AL4P4GnlDc3eE088MeghEJFD7VaTNAkkRKS8BvpNJ+9GDf6l8VeTqzCsoSdXGmxZVNa5DiTyzdwrXqVrcNQu6CwrMBGI2fikcXzOGugHdXjIvQ6mVX/5Skvpvk2FxtZmtcYoMgtibcPlouPLB7EmoWX6fsq/5qwMIyIiomHGMGyaD+BTAH4HwEkAzk3+n3c3gNMA/AaA/wTw0TIHaGvfvn2DHgIROVQLWpvNd1vBrSUEEsMpUAVEGjU04TbpX1UL4+bdKRFx0tMsbRKe751mUhnWvE2uVpNMp+zZ9HZrbgCfLgrgYnxTwVRDZZjnde9pVg/rEE8a+6C56lcXNfZ2M5qiG7S+fi6C4ubFEUzfG0X6oBUaX3Ls5YO3bqFl2/cT3Lw3iIiIiPqBYdi00xFXhD0CoAbgWgBnN93mRgDjyfe3Alhe2ugKWLNmzaCHQEQO5U+OgaTKK5z55L254sj33K3oJyJI8wfjyrCgaYqW+KgH/a8ealudYzA+AA1TwVw1qO+pOidXeZVNX3Mwvvx+8sRDLep+7OV7hrlc7RIAxGvsB9et6q95mqSrfnrN/eCy8XU59hSaVV65XrxBRBqOc5MgtiG89cxW8CQiIiIaFIZh044GsDH386bksk7eCODbTkfUo7GxsUEPgYgcajl5l+4n77Wglp2wAm77NuUzGNOpamnVTMrzvK4BXxGdAomuJ++KbLtKWU3SIrRsPh5cribZXIXme91Dy1pQa9wm6R7eFtZuP3UJBZsb6PviY6o+1fehZdWZuaAzgt1xlG5TGf3qfM83qjhtFy4zDCMiIqJhVel+E2rjdYinS5456IHM5PDDDx/0EIjIoeYeR57ndQ0kWk50DQK0ovLhg+lUteY+aL646WmWVSmhsYl5t5P35m1yGkh49pVhntcYNjkbX3MFn0VVYnYfv3vI0g/p62ESxDZXhgXqoGdY0KGKqlsFX+7qbJscVf01HEcGFXLNn0Wm1W5EREREg8IwbNpmACtyPy9PLmv2EgAfQByE9f+fjPto4cKFgx4CETlUNJBoWMnOYSCRDx/S5zNa7dIvIZBIT96TIrkiPZicBxKwqwxrtyiAq+qc5tUkPTEMYj0vC8QqXsXZFN12+9Ho2Gua+hkEjo49sZ+iq9CGqk6ge8BXdHz5wNxkOmu7xRFMqvGIiIiIBoXTJKfdAeB4AMcCGAFwDoDrmm7zLACfAXAWgK2ljq6ADRs2DHoIRORQc7N500CiYXqgw8qwdoyahEvjin5Ompgniw80NMMvePLuJGwKai3VOaarSeYb1BtVHBUcn+0U3ebKME+6N93vJ5Njr+H95HmYCvr/b15ZkJgGsWLWX0tVW27jpIF+WGvo7Way0EHaQD+/TWHkZoouERERUT8wDJsWALgEwHcB3A/gKwB+DuBDiMMvAPgYgAUA/gPAOrSGZUPlxBNPHPQQiMih5uDIpAdTGkjkKzhcNTEXkZYgxrYyrOJVnAQmLdMQxYdGrWFDO/ltEoizaZIi0jA+oybm4rdUhnVrHF9ofFEPU3Rz4wt1yI69pveTi/dGGlo2V1F1G19zVRjgrjKsoXrUtGdY07RjhXKaJBEREQ0tTpNsdH3ylfcXue9fUuJYerZhwwYceeSRgx4GETnStmdYaNbEPGXS+LwoVc1OjuMLDCvDmrbJVRPz5immQRSYTVXLbVO7ap1+aK7OKVIZlm6Tk2mcPfQMy4dALqr+gNapq4ruq2q263s1GUz2fWztgqMgCqyDWKibyrCWaZJ+BRO1ia73aa44DcLu7yciIiKiQWFlWBsiskJEbhSR+0Tk5yLyp8nlHxSRzSKyLvl6xaDHOpOJiZn/eCWiA1tzoFP1q5isz3zyPhVMNawCOFIZ6Rqg9aKhmkW6n7w3T7+r+lVMhW7CsHz/qqpfNQrDoPbbVGh8QWMwM1IZ6Ro2NU+trPpVhJFdHzTj8TVV8FX9atcphVPBFDxv+s+OEX/E6Uqm+dBXIF0r5Nodey6C4uYG9ab7qSVclnKm6Fb9atfPiHYBmmnAR0RERDQIrAxrLwDwTlW9S0QWAhgTkRuS6z6hqv8wwLEZW7NmzaCHQEQONVeyVP1q10qbdif8e8I9fR+balyJkw8k0stn0hLweVVnlWH5KXtVv4ognPnkPd2m5ulqzvo25cMwPw7DVFufP9W8TRU/nmLqZJpkgSA27dOWSgO+mbapqEijlsc0bQKfqvgVTNT7/49KzdNZq34V9aje9Tgqsk1FtOwnfyQOiqOoIczMKxwuExEREQ0IK8PaUNUtqnpX8v1exD3Ejh7sqOyNjY0NeghE5FAtqLVU53Sb1lULW09062G97xUczas1AnF1jkkgkW9ibrJNRaRhU0MY1uXkPYzChrAJAKBuAompemMFX9WvIgxnbkjevKJf1as6mybZfBwZBbFNAZ+r6qEoihr6rWWXm/QMawognTTQTyqvslU1k9CyWxArkJZqNxercU4FUy2BeRDOfBzVwlrbcJlhGBEREQ0rhmFdiMhKxKtI3pZcdImI3CMiV4jI4sGNrLsjjjhi0EMgIoeaV+er+t2rqNIKjvx9XJy0ZsFM06+Zrk3go3rDfaoVt5VhDZUsXV6HrPF5fpsETqb6ZSsOJkzCuuapaun0NmfTJD3LILZNVaKrY6/iVVqqqIwWIGgOl7tUuxUdX/P71ujY8/3WbXK0uERzhVy3CsPmnmHp8cppkkRERDSsGIbNQEQWAPgqgLer6h4A/wbgOACrAWwB8PEO97tIRO4UkTu3bdtW1nBbjIyMDOy5ici95mmII/6IWSCRP+GvVLMpUP3UfHIMxJUs3XowNU/FMtmmouPLVw9lYVOXE/7mkMWT7osWFB1fwzTEillgkq84GqmMOJsmGYRBy34yCWLz25RNv3MRxOZWawTi/dStyqslpKp075VVdHzNQWy3aZLNVX+A2aIFRbTtnWYwvvw2ZcceK8OIiIhoSDEM60BEqoiDsKtV9WsAoKpPqmqoqhGAzwI4vd19VfUyVT1NVU9bunRpeYNusmnTpoE9NxGVz6SKql1PLmeVYU2BRMWvdK20aV71r+pXUav3/4S/Xd8mk8qrlm3yuq+0V0QtqLX05DKuDLPsRVVEc++0ItMkXVWutQtiq361636KNGoJl11Mk+zUr86k8iqv6led9DRrW5VoEMTmw+WKV3ESshMRERH1C8OwNiT+C/VyAPer6qW5y5flbvYHANaXPTYbJ5988qCHQEQONU9BMgkkpoKptiFLv/tKtQskKn6le5VX0zBMViksNL4gOXlPxud7ftdpXc0VM+n4nDVZ91uDo27ja96mSCM3YZhqw74aqZhVJTb3gwuj0E1VovgNPcMqvkFo2e7YK2GKriceFDo0QWw9aF0cwTaIFZGu20REREQ0SFxNsr3nA3g9gHtFZF1y2fsBnCsiqxH/ybwBwFsGMThTDz74IJYsWTLoYRCRI+nqhimTSpZ6WEfVr2Y/Z9VDfQ4k0hXp8oFE1etenaPQxvtU3IRhacPvNFxIT+Jtp6oZBXwFTAVTqEhjcGQ0TTLXMyzlqm+TdWVYm2q3eljvexCbhpbNfbm67afmcThbvCGotd9PMzWoD2qFqt2KmApbF28wCYpbFpeAm5VWiYiIiPqBYVgbqnoz0PRXauz6ssfSizDs/wpnRDQ8mlfMM6miapkmmaxS6GKqWvPJccWvdK2iag4IRvyRriFLv8YH7R6GeV7jfaqeuybrRRro5yvDUq4CiXw4Yrp4Q36b0tUkXU2TzB9KJvup5diruDv22u4ny351zqoSg9YVXU2D2HwACTAMIyIiouHFaZKz2CmnnDLoIRCRQy39tSrdq3PqQesqgGX1DDNZna9tzzAHTcKbexwBAMSgMqzANhUdX9v91CUwKTOQsN1P7YJYFw3+O/WrM5ny2Fxp2W3Bh6Ljs62iardvnU0hLrjaZbuAj6tJEhER0bBiGDaLrVu3btBDICKHVFtXkzRqYt5UneOiyXrbKiqTMKzANhVRZFpXp2o3F2FYc38ykyqqWlCDh3KmqkUaNQSJJlVU6dTUlEm1WxHtpouaVFFFaBxHtVLFVOgmbBIRq9Ay68EHu/dTEbWwh8UbwGmSREREdGBgGDaLLVu2rPuNiOiApdq0ol+le3XOZDDZOgXKQSAxWZ9sO63LpG9TyzY5CMMm6hMNvdNSM1UpTdYnUfWrDeMb8UecNFmfCqZQ9XK93bzu+2miPoFqxW6bClO0vA5dj736JEYqI9nPrqoSJ4N4PzWEqhWDlSEVLWGdi8qwiVqHY2+G12GyHr9vm99PLirDpupTDceRSQXfRG2i5f0OAGHEdg1EREQ0nBiGEREdgKIoaqkuGfVHUQtrM05NmqxNYsRvDST6fdKahk02UwrTcTeELJU4ZOl3oDM+Nd7wOgBxz6ggCjreZ6Ien/A3bFOlivH6eF/HBrQGJmmz+ZkCk/HaeEvIIhDUw/4GOunCDc2vg0lg0hDwJUFs34+92gQqfgWe13jsmSze0FyV6GJ8+2v72x57M4W+bY89R5Vh4/VxjHhNnxFRgFA7vw77p/Y3BJ1A920iIiIiGiSGYbPYli1bBj0EInJkKphqCZsqfqVrsDVRnyi1Mszm5D3dppYG/1H/G/yP18fbVlHNVGmTBlRl9G3qtJ9m2rfjtfYBX7/H16l3WrfxTdYn21cc9XnfpsFRwzROf2TGqsQgDNr25HLR02y81nrseeLN+N5IqxKbA0gXYdhkfRLVapsgdqags02lpe/5TsZHRERE1A8Mw2ax1atXD3oIRORIp8qrbsFWEAUtjdnrYd1JdU5zYDJSGZmxb1PbE37P3fjyVUpA/FqMT3Wu8poMJtuGQN0qjoqohbW2K/rNGHTWJlCpNC4SXfErM25TEZP1uLqwufKqW/XQVDCFite4TfWo//t2sp7sJ888iG03BTYb3wzbVES7aZJVv4r9tf0z3qfl/eSPOAvDKjK9n9J+dd2CWNttIiIiIhokhmGz2L333jvoIRCRI+2CoxF/xGzKY24WZRag9bn6JQskmqZxmlReNU+TdFG5Nl4bb5nW1S3YSgOJ/PhGK6Nuql8UDZVNvucj1Jkr5NpVhlX9KvbV9vV1aGlvsubKq25VVM394HzPR6RRaUHsTPupbbhccTONc7zefj+N1wyCWM98m4qKoqjheTzxoNCuPc3avZ9m2iYiIiKiQWIYNovlV4wjotmlXXBkUhnW3E8svX/fq1/qrcFRtVKdsdl8u0DCZOpn0fE1T1XrdvLeqW+Ti2mSzftQRCCQrlNg24Usk7X+BiYTtYlClWHtetkJxNk0SZv9lG1TU1ViGPZ/im6nyrCZqiazBvVNAaSLY0/Rvudg18qwNpWW3VbwJCIiIhoUhmGz2KpVqwY9BCJypO2UQoOpdJr818zJVDVpndY108l7pz5jTnqa1SatA4nJ+mTLogWuAgmgfSjRbTXJ/NRKwE0g0W4/paFltwrDMo+95grDmYLYdLXG5oDP1TRO6ym69cm4p1lTZZiTMKzDAhwzBZ3teoZV/SomphiGERER0XBiGDaLrV+/ftBDICJHJupxzyvbaV2qjSvmxRfOHLIUsb+2v+2UR9upaiP+iJOeYeP19j2OZqoMS1egbJgmWXUzTbLdflLozA3qm1YKBeLXvN99m9LQre1+6lIZ1m6b+j4Fdmocvt86TXLGyrB2x15lxEmD/3YN9Ls1wx+vjbcEkK6mSbatDFN0Xym06f004o9wmiQRERENLYZhs9jy5csHPQQicmTv5F6MVkcbKkXmVudiMpjsGJiEUdhSXQIAEKAe1Ps6vj0TezC3Orfhsnmj8zBRn+hYedJ2m0bmYiqYQhAFfR3fvsl9mFtpHN/ckbnYM7Wn4312T+zGnOqchsvmjczDZH2yrz3XoigCBC3BkUBQDzvvp72Te1vGN7c6F3sn9/ZtbPnnyY8v3U+djj3VuCKx3TbVglpfx7d7cnfrsddlP+2d3IvRymjjNlWTYy/s87E3ta/1OKrOw56JmY+9uSOt2zTTa15E+t5s/owQmXlV0r1Te1vGN3dkLvZO9ffYIyIiIuoXhmGzWK3W3xMMIhoeeyb3YMQfaVgZct7IPEzWJjsGR/sm45Pw/Ip+QBxI9LvCZNf4LswZaR8cdQoX9kx02KZ654CvqH1T+1qqc+aPzMee8c6BxK6JXR3DsH6Ob39tP+ZU5jS8DkAcSMzU4H/v1F6MVBsrw+aNzhyyFLFnYg9GKiMNx1G3fTteG8doZbRlmzzx+l49tHu8c2jZ6b2xZ3JPy/jmjcThbb+D2D0T8XM1j2/3xO6O95kpiO1nWJdOv27+jPA9H/snO1cYpmFi3vyR+TNuExEREdEgMQybxbZu3TroIRCRI3sm9qDiV+DL9Mn7nOqcmcOmyT1xyCKNgcRoZRQ7x3f2dXy7J3ZjTqW1SqlbIFH1q223aaaKqCLaTdkrEkik29TP8e2Z2IM51dYwbE51Dnbs39HxflEUNTRYB4D51fnYPdnfQGLP5J54im6uemi0Eq8U2ul1SLep+TWfU53T/2Nvsn1wNBFMzDi+il9peM3TqZX9rgwLo7Bl384bnYc9k3ZVid3eT0XsmYwrOtvup4nO+6ke1Fu3aWRe36sSiYiIiPqFYdgstmbNmkEPgYgcyYKj3Amo7/mIEHUNJNqdtO6a2NX38bWb1jVTcLRnIt6mfMjiiQeF9j2QaLeQwLzRmU/e90x03qZ+BhLpNMSW/VSdN2NwpNDWMGx0PvZN7uvb2NLxNQdHIhLvpxmCzjnVOS0N/ueNzMPO/f0Nw9pO0R2Zh6la52Cr3fsp7Q3X78qwdj255o/Mn/HYaxsuj8zte2XY3sm9basS51Vn3k/t3k/zR+f3vSqRiIiIqF8YhjV6OYAHADwE4L1trh+96qqrfnTcccfVjjnmmMmVK1d+pNzh2RkbGxv0EIjIke37tmNOdU5DM3cAgHY+ed81saulJxcQn7Q+te+pvo5v5/6dLT255o/Ox3htvOP4duzfEY+vTYP/fgYSqnHT9ubnWTi6cMbqnF3ju1oCifmj8zFe77xNRewc3xmHYU0VfPNH53esDFNVqGrL8bBgzoK+BxI79u/AnEprlRcUHYOZXeO72laGzR+dj+37t/d1fDvHd7aElvNH5mN/bX/H/bRz/86WnmEAAEVfq/7SY695Py2cEx97nfrp7RrfhXkj8xouWzC6AOO18b6Ob+f+nZgz0hqGddtPkbZWJS6YswB7p/Z23CYiIiKiQWIYNs0H8CkAvwPgJADnJv/PTE5Ovund73736kceeeSZP/vZz94oIm8RkZPaPNZQmDt3bvcbEdEBafPOzVg0d1HL5b7nY9f4rrb32bJ7CxaMLkDVa+yVddj8w/DErif6Or4d+3dg3mjjyfvieYuxe2J3x4bpM21TP6uHduzfEb8OTavfHb7gcOwa39VxMYHt+7dj/pz5DZctnrcYu8d3Y6reubm4rXQ/NVdRzbSf0rCkeZsOm38Ydk3s6muT+k07N+HQeYe2XF71qx3Dui27t2Dh6MK249uye0vfxgYA2/Zuw4KRBQ2XLZ6/GHsm93R8HTbt2tT22KtWqti+r39hXVq11u512DOxp2OwtW3vNiwYbdymRfMWxdsU9m/fzrSfntjd/tjbO7m34zbtHu/8ficiIiIaJIZh005HXBH2CIAagGsBnJ2/wY033vh6Vb1fVR9ZvHjxv19wwQVVETm7zWMNhZUrVw56CETkyMadG9uevC+atwiPbX+s7X027dwUByZNjeOXLFjS9zAs1LCl+mVOdQ6mgqmOzfo37mq/TYvnLcaj2x/t29g279qMQ+ce2jE4mgzajy+MQnhNvzZHq6OohbW+LkCweedmzB1pDRdm2k+bd23GofPab9Puid19Hd/GnRuxeN7ilssXz1+MR556pOP42gUmSxYsweZdm/s2NiCuImyufqz6VdTDeudjb8dGLJq/qOXyw+Yd1nGbiti8azMWzVvUEnQePj8OYjuNrx7Wrbep6PjaHXtLFy7tGFpu3pm8nyod3k99XpyDiIiIqB8q3W9y0DgawMbcz5sA/Gb+Blu3bj0qCIKbkx+DX/u1X9u3YMGC48oaoI27HrsL77/6/Ths6WGDHgoROXD/lvvxohNehP1TjSu8HXPYMfib6/8GX7v7ay33uWPDHXjVs17VsiLhMYcdgyt+cgXO+cw5LSfcRUwFU1g0dxFqYa1lfHOrc3Hxly7GYfNbP5vWb16PFz7jha3bdPgx+PD1H8Y31n2j57EBcSi4YvEKBFHQ8FyL5i7CQ1sfwhsuf0PLNLtaUMMhcw9pu03zRubh4i9djMMXHN6X8d254U78wbP+oCVEWHHYClx+8+Vt99OmnZuwfNHyjtt03hXntWxTUT/b+DOccdwZLa/DisNW4KPf+Si+dc+3Wu4z9tgYzl59dttt+txNn8P//cz/bZmaV0QtqOGQOYdgKphqGd/80fkd99O6x9fheU9/Xtv308e+8zFcf+/1PY8NiPfT0YuORhA27qdD5h6CR556pO1+qod1LBhdgMlgsmV8C0YX4OIvXYwlC5b0ZXxjj43hrFPParufPvOjz7TdT5t3bcayQ5e1btOcQ7DhqQ047/PntUzxJCIiosFYdugyfPTVH+3L310HOmEvh8yrEfcMe1Py8+sRh2GXpDe46qqrHn/7299+886dO/8QAC677LIn3/Wud31zz549b8o/kIhcBOCi5McTEPchK5+PY1AB1zWnaQEO5TExiwh8KKK216Dt5Y33CXEIfOxJLpcOj1V8dPGXNl0qSaft9r98imxTMV7bMQg8KMIO9ym2TUV0eh1m3k9FtqmR6WdEr8de4+U89uJnGb5jr/EzYqbx9X7s0YGBf0dQHo8HasZj4sAQYAIhyuhjsARAfxsTt3qaqi4tckdWhk3bDGBF7uflyWWZI4444olKpfL05MfKr371qwX79u17uPmBVPUyAJc5G6khEblTAz1t0OOg4cFjgvJE5E6t83igafyMoDx+RlAzfkZQHo8HasZjgvJE5E7V4T0e2DNs2h0AjgdwLIARAOcAuC5/gzPPPPNqETlJRI7duXPn/73yyivrqnpdm8ciIiIiIiIiIqIhxDBsWoB4SuR3AdwP4CsAfg7gQwDOAoB58+Z99iMf+cjPjj322Ad+4zd+43JV/Zyq/nxgIyYiIiIiIiIiIiucJtno+uQr7y9y309ecMEFL7jgggtKHFJPBj5Vk4YOjwnK4/FAzXhMUB6PB2rGY4LyeDxQMx4TlDfUxwMb6BMRERERERER0UGD0ySJiIiIiIiIiOigwTCsf14O4AEADwF4b5vrRwH8e3L9bQBWuhyMiLxcRB4QkYdEpN14aBYSkQ0icq+IrBORO5PLDhORG0Tkl8n/FyeXi4h8MjlG7hGRZw929IV1e++9A8B9AO4B8H0ATytvaOUTkStEZKuIrM9dZn0MiMh5ye1/KSLnDWJbqHcdjocPisjm5HNinYi8Infd+5Lj4QER+e3c5e1+p3R776VeBUABDO1qQgcLEVkhIjeKyH0i8nMR+dPkcn5GHFhM3nuvQfy77+cArun0QDMcE/36nKADiIjMEZHbReRnyfHwV8nlx4rIbcm+/XcRGUkuH01+fii5fmXusdoeJ7NAt/ffMQBuBHA34r89X9HmNgeMGY6JK0Xk0dxnxOrkcv7eOAiIiC8id4vIt5KfXX9GXAFgK4D1Ha4XAJ9E/L68B4DZea2q8qv3L19VH1bVp6vqiKr+TFVParrNH6nqp5Pvz1HVf3c1HgA+gIcBPB3xypg/A9A8Hn7Nwi8AGwAsabrsowDem3z/XgAfSb5/BYBvJx8ezwVw26DHX+DL5L33IlWdl3z/VnX43huGLwAvTH4BrC96DAA4DMAjyf8XJ98vHvS28atvx8MHAbyrzW1PSn5fjCJeWfnh5PdJy++UQw455GTt/t6Dqi5U1ZtU9VZVPW3Qr8fB/gVgGYBnJ98vBPBgst/5GXHgfJn83jteVe9W1XSfHFHgmOj5c4J/ex54X8l7fUHyfRXxP+A/F/HCYuckl38awFuT7/8IwKeT788B8O8zHSeD3r4+fJm8/y7T+O9NJNdtGIJxuzgmrgTw6ja35++Ng+ALcbHBNQC+lfzs+jPihar6bFVd3+H6V6jqt1VVVPW5qmp0XsvKsP44HXEK+QiAGoBrAZzddJuzAVyVfP+fAF6M+EPC2XhU9RFV7TQeOnjkj72rAPx+7vIvaOxWAItEZNkAxtcLk/fejQDGk+9vBbC8tNENgKreBGBH08W2x8BvA7hBVXeo6k4ANyD+l1A6wHQ4Hjo5G8C1qjqlqo8ifm+djja/U57xjGe8Dd3fewDw1wA+AmCyty2hflDVLap6V/L9XsSrZx8NfkYcSEx+770ZwKcA7Ex+3trpwWY4Jjox/pxoMy4acsl7fV/yYzX5UgC/hfj8BWj9jGg4vxERQefj5EBn8v5TAIck3x8K4InSRufADMdEJ/y9McuJyHIAvwvgc8nPAvefEd3+nj0bwBcQH5u3AliE+B97ZsQwrD+OBrAx9/MmtP4hkb9NAGA3gMMHOB6anRTA90RkTEQuSi47UlW3JN//CsCRyfez4Tix3YY3Iv7XqoON7TEwG44NmtklyfSFK9IpcbA4HlR1ZYfb5j0bwAoA/93PgVN/JFMVnoX4X/n5GXHgMHntVyVfP0F8UmB0wtl0TAA9fk60GRcdAJLpT+sQh6g3IK7Y2KWqQXKT/L7N9ntyfXp+M1uPB5Pt+iCA1yXXXQ/gj0sZmUPNx4Sqpp8Rf5t8RnxCREaTy/gZMfv9I4A/AxAlPx+OwX9GFHo8hmFEs8sZqvpsAL8D4G0i8sL8lRrXpR6sS8i+DnHPoo8NeiCDdJAfAxT7NwDHAVgNYAuAjzt4Dg/ApQDe6eCxqUcisgDAVwG8XVX35K/jZ8SsUAFwPIC1AM4F8FnE/0reUZtjoozPCRpCqhqq6mrElfSnA3jmYEd0wDkX8RTC5YinDH4RB/g5d/MxISInA3gf4mPjOYinPr5ncCOksojI7wHYqqpjgx5LPxzQb8whshnxv36nlieXdbpNBXHZ7PYBjodmIVXdnPx/K4CvI/4j5sl0+mPy/3S6xGw4Tky34SUAPgDgLABTJYxr2NgeA7Ph2KAOVPXJ5A/bCPFJclqWbnw8iMiGDrdNLQRwMoAfIu5l+FwA14FN9AdORKqIQ4+rVfVrycX8jDhwmLz2mxC/3+oAHkXcB+z4Tg/Y7pjox+dEm3HRAURVdyFuNfE8xFPdKslV+X2b7ffk+vT8ZrYeDybb9UbE/ZMA4BYAcwAscT8093LHxMuTKdaqqlMAPg9+Rhwsng/grOTvwGsRT4/8Jwz+M6LQ4zEM6487EP+RcSzipqHnIP4jJO86AOmqGa8G8AO4+5fXOwAcn6zq0Gk8NMuIyHwRWZh+D+BliFfcyB975wH4RvL9dQDekKz68lwAu3PTZA4UJu+9ZwH4DOIgrGPflFnO9hj4LoCXicjiZGrMy5LLaBZo6g34B5hemec6AOckK/8ci/i9dTva/E7ZsGHDv2Hm995uxH/8r0y+bkX8HrzT0WaRgaRPx+UA7lfVS3NX8TPiwGHye++/EFeFAfH7cBXiHkctOh0T/ficaDMuGnIislREFiXfzwXwUsR95G5EfP4CtH5GNJzfJNWlnY6TA53J++9xxL2hAeBExGHYtrIG2G8djolf5P4BRRD3h8p/RvD3xiylqu9T1eVJu4xzEL/nX4vBf0ZcB+ANmF64YTfiquYZVbrdgIwEAC5B/Ib2ES/9+XMAH0L8h/91iP/Q+CLi5nA7EB88TqhqICIN41HVn7t6PhoaRwL4evw7CRUA16jqd0TkDgBfEZE3AngM8XLrQNzH4BWIj8lxABeUP+Sembz3PgZgAYD/SO7zOOKT8llJRL6M+CRoiYhsAvCXAP4eFseAqu4Qkb9G/EcfAHxIVU2bsNMQ6XA8rJV4CXRFXLX1FgBQ1Z+LyFcA3If4vfU2VQ2Tx2l4n23fvv0edH/v0fB5PoDXA7g36f8CAO8HPyMOJCa/976L+ETzPgAhgHej82yETsfEub1+TvBvzwPSMgBXiYiPuGjiK6r6LRG5D8C1IvI3AO5GfF6D5P9fFJGG85uZjpMDnMn7752Iqyn/P8Tvn/NxYE8973RM/EBEliIOH9YBuDi5PX9vHJzeA7efEdnfs4irn/8S8WIOQLx6ZaHzWomDOSIiIiIiIiIiotmP0ySJiIiIiIiIiOigwTCMiIiIiIiIiIgOGgzDiIiIiIiIiIjooMEwjIiIiIiIiIiIDhoMw4iIiIiIiIiI6KDBMIyIiIjoICMioyJyn4gs6/FxPi4ib+3XuIiIiIjKwDCMiIiIaBYRkQ0i8pIuN7sIwE2quqXHp/sHAO8XkZEeH4eIiIioNAzDiIiIiA4+FwP4Yq8PkoRpvwBwVs8jIiIiIioJwzAiIiKiWUJEvgjgGADfFJF9IvJnbW5zDICnA7gtd9mVIvIpEflvEdkrIreJyHHJdSIinxCRrSKyR0TuFZGTcw/5QwC/63TDiIiIiPqIYRgRERHRLKGqrwfwOIBXquoCVf1om5udAuARVQ2aLj8HwF8BWAzgIQB/m1z+MgAvBLAKwKEAXgNge+5+9wM4tW8bQUREROQYwzAiIiKig8siAHvbXP51Vb09CcmuBrA6ubwOYCGAZwIQVb2/qdfY3uQxiYiIiA4IDMOIiIiIDi47EYdbzX6V+34cwAIAUNUfAPgXAJ8CsFVELhORQ3K3XQhgl5uhEhEREfUfwzAiIiKi2UW7XH8PgGNFpGL8gKqfVNU1AE5CPF3y3bmrTwTwM+tREhEREQ0IwzAiIiKi2eVJxA3y21LVTYh7gp1u8mAi8hwR+U0RqQLYD2ASQJS7yZkAvl18uERERETlYhhGRERENLt8GMCfi8guEXlXh9t8BsDrDR/vEACfRTy98jHEzfM/BgAisgxxtdh/9TJgIiIiojKJardKeiIiIiKaTURkFMDdAF7c1Azf9nE+DuBhVf3Xvg2OiIiIyDGGYUREREREREREdNDgNEkiIiIiIiIiIjpoMAwjIiIiIiIiIqKDBsMwIiIiIiIiIiI6aDAMIyIiIiIiIiKigwbDMCIiIiIiIiIiOmgwDCMiIiIiIiIiooMGwzAiIiIiIiIiIjpoMAwjIiIiIiIiIqKDxv8PEt5YVgQRDXUAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -186,14 +186,12 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZ4AAAELCAYAAADp1+D/AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAAAlG0lEQVR4nO3df5yVZZ3/8de7AWF8lIwKmaAJlWFuGuhk9rA2NV1QS/i6bqmbSdm6udkP3WWVtVLJkiI33c1+kBr+aNUyRFotxNDack3HBsIfkcQSMqAO6uhuTij4+f5x30NnDufMnDk/7jPn8H4+HufBua/rOtf9mQOHz9zXfZ3rUkRgZmaWlVfVOwAzM9u5OPGYmVmmnHjMzCxTTjxmZpYpJx4zM8vUiHoHMNyNHTs2Jk6cWO8wmsq2bdvwbMrsSaKlpaXeYdhO4KGHHtocEeOK1TvxDGLixIl0dHTUO4ymsnnzZkaNGlXvMHY6W7ZsYezYsfUOw3YCkv4wUL2H2szMLFNOPGZmliknHjMzy5QTj5mZZcqJx8zMMtVwiUfStZKelvRwkXpJ+jdJayT9RtIhOXVnSHo8fZxRqxgXd3ZxxLzlTLrgDo6Yt5zFnV21OpWZWcNpuMQDLASmD1B/HLB/+jgL+CaApD2Ai4B3AIcBF0navdrBLe7sYs6iVXT19BJAV08vcxatcvIxM0s1XOKJiJ8Dzw7QZAZwfSTuB9ok7Q1MA5ZFxLMR8RywjIETWFnmL11N78vb+pX1vryN+UtXV/tUZmYNqeESTwkmAE/kHG9Iy4qV70DSWZI6JHV0d3cP6eQbe3qHVG5mtrNpxsRTsYhYEBHtEdE+blzRVR8KGt/WOqRyM7OdTTMmni5g35zjfdKyYuVVNXvaZFpH9l8Pq3VkC7OnTa72qczMGlIzJp4lwIfT2W2HA89HxCZgKfBXknZPJxX8VVpWVTOnTuCykw5iQlsrAia0tXLZSQcxc2rBUT0zs51Owy0SKukm4EhgrKQNJDPVRgJExLeAO4HjgTXAi8BH0rpnJX0BeDDtam5EDDRJoWwzp05wojEzK6LhEk9EnDpIfQCfKFJ3LXBtLeIyM7PSNONQm5mZDWNOPGZmliknHjMzy5QTj5mZZcqJx8zMMuXEY2ZmmWq46dQ7u8WdXcxfupqNPb2Mb2tl9rTJ/s6QmTUUJ54G0rflQt/q131bLgBOPmbWMDzU1kC85YKZNQMnngbiLRfMrBk48TQQb7lgZs3AiaeBeMsFM2sGnlzQQPomEHhWm5k1MieeBuMtF8ys0XmozczMMuXEY2ZmmWq4xCNpuqTVktZIuqBA/dckrUgfv5PUk1O3LaduSaaBm5kZ0GD3eCS1AFcBxwIbgAclLYmIR/vaRMS5Oe0/CUzN6aI3IqZkFK6ZmRXQaFc8hwFrImJtRLwE3AzMGKD9qcBNmURmZmYlabTEMwF4Iud4Q1q2A0n7AZOA5TnFoyV1SLpf0sxiJ5F0Vtquo7u7uwphm5lZn0ZLPENxCnBrROQubrZfRLQDpwFXSHpjoRdGxIKIaI+I9nHjxmURq5nZTqPREk8XsG/O8T5pWSGnkDfMFhFd6Z9rgXvpf//HzMwy0GiJ50Fgf0mTJO1Cklx2mJ0m6QBgd+C/c8p2lzQqfT4WOAJ4NP+1ZmZWWw01qy0itko6B1gKtADXRsQjkuYCHRHRl4ROAW6OiMh5+VuAb0t6hSThzsudDWdmZtloqMQDEBF3AnfmlX0+7/jiAq+7DziopsGZmdmgGm2ozczMGpwTj5mZZcqJx8zMMuXEY2ZmmXLiMTOzTDnxmJlZppx4zMwsU048ZmaWKSceMzPLlBOPDWvvf//7+ehHP7pD+aJFixgzZgzPP//8Th2PWSNy4rFhbeXKlRxyyCE7lHd2dvKGN7yBMWPG7NTxmDUiJx4bttauXUtPTw9Tp+64e0VnZydTpkypyXkjgscee2zYxGPWbJx4bNhasWIFr3rVq3jb297WrzwiWLlyZcEEUA2//OUvOeqoo1i+fHm/8nrFY9ZsnHhs2FqxYgWvvPIK48ePZ7fddtv+6LuX0neF8fWvf525c+duf92ZZ57J5ZdfPmhdMe9617u49NJLOe200/oln1rHU06sZo1I/bessXzt7e3R0dFR7zCayubNmxk1atSg7WbMmMEuu+zC5z73uX7lS5cu5dJLL2X9+vWMGTOGnp4e3v3ud9PR0cENN9zAXXfdxS233IKkonW/+MUvOOGEEwaNYdddd+XJJ5+seTyD1VXDli1bGDt2bFX6MhuIpIcior1YfcPtx2M7jxUrVnDeeedx8MEH9yv/wQ9+0O9GfltbG0cddRQXX3wxy5YtY9myZdv/sy5Wd+ihhzLQLxTLli3jwgsvZN68eZnEM1idWTNpuMQjaTpwJckOpFdHxLy8+lnAfKArLfp6RFyd1p0BfDYtvzQirsskaBuydevW8dxzzxW8Yb9y5codyk877TSmT5/OPffcw+677z5o3a677sqb3/zmgud+4IEHmDt3LldccQWzZs3KJJ5S6syaRUPd45HUAlwFHAccCJwq6cACTW+JiCnpoy/p7AFcBLwDOAy4SJI/2cPUihUrAHa4kQ/scCM/Irj88svZY489dmg7UF0xBx98MAsXLtyedLKKp5xYzRpRQyUekoSxJiLWRsRLwM3AjBJfOw1YFhHPRsRzwDJgeo3itAqtWLGCiRMn0tbW1q98/fr1O1x5fOUrX2Hs2LFcfvnlfPvb3+7XfqC6YkaPHs1xxx2XeTzlxGrWiBpqcoGkk4HpEfGx9Ph04B0RcU5Om1nAZUA38Dvg3Ih4QtI/AaMj4tK03eeA3oj4aoHznAWcBfD617/+0D/84Q+1/cF2MqVOLijF8uXLueiii7jrrrsYOXIkhx56KMuXL2fPPfccsK5Wyo0ni1g9ucCyMtjkgka74inFj4CJEXEwyVXNkO/jRMSCiGiPiPZx48ZVPUCrjg0bNnDuueeycOFCWltbGTFiBB/60IdYuHDhgHXDLZ56xGpWT412xfNO4OKImJYezwGIiMuKtG8Bno2IMZJOBY6MiL9P674N3BsRNw10Tk+nrr5qXvFY6XzFY1lptunUDwL7S5pEMmvtFOC03AaS9o6ITenhiUDf2idLgS/lTCj4K2BO7UNuLIs7u5i/dDUbe3oZ39bK7GmTmTl1Qr3DMrMmMuTEI+lIYALwWET8ukD9BODMiJibX1epiNgq6RySJNICXBsRj0iaC3RExBLgU5JOBLYCzwKz0tc+K+kLJMkLYG5EPFvtGBvZ4s4u5ixaRe/L2wDo6ullzqJVAE4+ZlY1JQ+1SXo1cBfJdGQBQXIP5aMRsTGn3TuA+yKipfrhZm9nGmo7Yt5yunp6dyif0NbKLy84umrn8VBbfXiozbJSzckF/wK8heQK4kDgE8BU4FdFvktjDWZjgaQzULmZWTmGknhOAi6KiBsi4rcR8S3gEOAp4OeS3l6TCC0z49tah1RuZlaOoSSe1wOduQUR0QW8B1gF3J3e/7EGNXvaZFpH9h8hbR3Zwuxpk+sUkZk1o6EknqeBffILI+KPJEvY/AK4Axh8yV8blmZOncBlJx3EhLZWRHJv57KTDvLEAjOrqqHMausgWZ5mh++9RMSfJM0A/oNkEc7G+XKQ9TNz6gQnGjOrqaFc8dwE7Cep4BoeEbEV+CDwbWB9FWIzM7MmNJQrnk0R8c6BGkQyN/vsykIyM7NmNpQrnv+StEnSAknHSdqlZlGZmVnTGkrimQBcAuwL3AZ0S/q+pFMl7VaT6MzMrOmUnHgi4smI+FZEHAeMA/4e2AZ8kyQJ3SXpbEnjaxSrmZk1gbK2RYiI/42ImyPiVJIkNAP4PcmMtickPdC3crSZmVmuivfjiYiXI+InEXF2REwAjgCWA6dXHJ2ZmTWdqm8EFxH3R8QFEeH128zMbAdl7ccj6XBgOnA4MB5oBTYDq4GfAYsj4rlqBWlmZtnIYk+uIV3xSDpD0irgPuBcYFfgceBXwHMkWyZcDXRJWphu2GZmZg2gb0+urp5egj/vybW4s6uq5yn5ikfSb0gmElwPfBhYEQU285E0Bngf8LfAo5JmRcQtVYrXzMxqZP7S1ds3guzT+/I25i9dXdWrnqFc8VwDTIqI8yOis1DSAYiI5yPiexFxPMlQXE8V4txO0nRJqyWtkXRBgfrzJD0q6TeSfippv5y6bZJWpI8l1YzLzKzRZbUnV8lXPBFx5VA7j4iVwMqhvq4YSS3AVcCxwAbgQUlLIuLRnGadQHtEvCjpbOArJGvIAfRGxJRqxWNm1kzGt7UW3IW42ntyVX1WW40dBqyJiLUR8RJwM8l3iLaLiHsi4sX08H4KbOVgZmY7ympPrrITj6TXSDpF0k2SbpR0sqRXVzO4AiYAT+Qcb0jLijkT+HHO8WhJHZLulzSz2IsknZW26+ju7q4oYDOzRpHVnlxDmk4taR/gRJKrjPcAW4CfACOB7wIjJN0LLAaWRMSmagY7FJI+BLSTxNlnv4jokvQGYLmkVRHx+/zXRsQCYAFAe3u79xYys51GFntylXTFI2mcpIeAPwAXAmuBmcC4iPhgRJwMjAVOJtmL5yKSpXPuT2e5VUsXySKlffZJy/LjPSaN88SI2NJXnm7VTUSsBe4FplYxNjMzK0GpQ20tJENWh0fEhHR5nJ+k91kAiIgtEXFHRPw9yfDXu4F7hnCOUjwI7C9pUrotwylAv9lpkqaSbEZ3YkQ8nVO+u6RR6fOxJEv75E5KMDOzDJQ01BYRT5IsAFqSdKr1f6ePqomIrZLOAZaSJMNrI+IRSXOBjohYAswHXg38QBLA+og4EXgL8G1Jr5Akw3l5s+HMzCwDZS2ZU08RcSdwZ17Z53OeH1PkdfcBB9U2OjMzG8ygw2CSZktqtGnXZmY2TJWSUN5I8kXN9oEaSXqjpHskrZX0r5JG59Q9UGmgZmbWHAZNPBHxceAzwHclXTnAd3WuAhYBf0OyptvdOW1HViFWMzNrAiUNoUXEfwGHAM8CnZJOLNBsr4j494h4KCJOB5YByyS9BvB3YczMDChhcoGkESRJ513A20i+r/MdSX8L/F1EvJA27beYT0RcImkbcBfJLDMzM7OSrnh6gO8Ak4CbgAMiYi+S7+j8MKfd45KOzn1hRFxKsrLBm6oSrZmZNbxSplPvm7+bqKTzSKY0fzKn+HQKDKmlVz4/qChKMzNrGoMmniJbWH8VGAOclNOuZ4A+/EVNMzMDKlvO5jTg55JekrRe0r9Jemu1AjMzs+ZUSeKZCPyCZImau0mmUT8o6eNViMvMzJpUJUvmXJJOHgAgXd3gAuDrktanS9uYmZn1U27ieZm8BUAj4hXgS5ImAOeTt56amZkZlD/Uth44tEjd7QPUmZnZTq7cxLMI+Gz+93ZSbwReKT8kMzNrZuUOtV0CTAHukrSMZJO4TcABwGxgeVWiMzOzplNW4omIF4Fpkv4BmAVckVPdCZxTcWRmZtaUKtpnJyK+ERGHAa8D3gFMjohDI2JDVaIrQNJ0SaslrZF0QYH6UZJuSet/JWliTt2ctHy1pGm1itHMzIqryg6kEfE08HQ1+hqIpBaS7ReOBTaQfG9oSd7KCGcCz0XEmySdAnwZ+KCkA4FTgL8AxpNs2/DmiNhW67jNzOzPGm1n0cOANRGxNiJeAm4GZuS1mQFclz6/FXivJKXlN0fEloj4H2BN2p+ZmWWo0RLPBOCJnOMNaVnBNhGxFXge2LPE1wIg6SxJHZI6uru7qxS6mZlB4yWeTETEgohoj4j2cePG1TscM7Om0miJpwvYN+d4n7SsYJt0E7sxwDMlvtbMzGqsosQj6VWSlkvav1oBDeJBYH9JkyTtQjJZYElemyXAGenzk4HlERFp+SnprLdJwP7AAxnFbWZmqUpntQk4EnhN5aEMLiK2SjoHWAq0ANdGxCOS5gIdEbEEuAa4QdIa4FmS5ETa7vvAo8BW4BOe0WZmlr2qTKfOUrrq9Z15ZZ/Pef4nki0aCr32i8AXaxqgmZkNqOESjzWuxZ1dzF+6mo09vbxut1F8+qiJnPDWvarS9x0PP8WV96zjyRe2VL3vWvefZezj21qZPW0yM6cWnNBplokhJx5Jn8857LtHdJakjbntImJuJYFZc1nc2cWcRavofTkZ3dz0whYuvuNxgIr/k73j4ae4+I7H+dPWV6red637zzr2rp5e5ixaBeDkY3VTzuSCj+Q8+m7ivz+vfFY1grPmMX/p6u1Jp8+ftr7Clfesq7jvK+9Zt/0/1mr3Xev+6xF778vbmL90dVX6NyvHkK94ImJS3/N0uvJLwPsj4tfVDMyay8ae3oLlT76wpeK+i/VRjb5r3X+9Yi/292GWhUq/xxNVicKa3vi21oLlr9ttVMV9F+ujGn3Xuv96xV7s78MsC432BVJrULOnTaZ1ZEu/stEjXsWnj5pYcd+fPmoio0f0/6dcrb5r3X89Ym8d2cLsaZOr0r9ZOTyrzTLRdyO7FrPa+vqo1cywWvafdeye1WbDgZIv9VfQgfQeki9v/rE6IQ0v7e3t0dHRUe8wmsrmzZsZNao6Q0lWui1btjB27Nh6h2E7AUkPRUR7sfqKr3gi4meV9mFmZjsP3+MxM7NMOfGYmVmmnHjMzCxTgyYeSbMlOUGZmVlVlJJQ3gg8KKnoDIXBSBpf7mvNzKy5DJp4IuLjwGeA70q6UtKryzjP/WW8xszMmlBJ06kj4r8kHQL8C9Ap6R/TTde2k3TiAF2MriBGMzNrIoMmnnQh0EOAdwFvA8YC35H0t8DfRcQLadPbgJ+R7Eqar+IdSiXtAdwCTATWAR+IiOfy2kwBvgnsBmwDvhgRt6R1C4H3AM+nzWdFxIpK4zIzs6Ep5R5PD/AdYBJwE3BAROwF3AP8MKfdGuCjEXFU/gPYXIVYLwB+GhH7Az9Nj/O9CHw4Iv4CmA5cIaktp352RExJHyuqEJOZmQ1RKUNt++ZfWQBExLckfTKn6AbgtSRXI/muLi+8fmYAR6bPrwPuBc7Pi+l3Oc83SnoaGEeSPM3MmkLubr6NuP5eKZMLdkg6ks6TNBk4KafdpRHxQJE+LqkoysReEbEpff4kMOAqipIOA3YBfp9T/EVJv5H0NUlFFwuTdJakDkkd3d3dFQduZlYtfbv5dvX0Evx5V9nFnV31Dq1k5X4/56vAaRFR1W0MJd0t6eECjxm57SJZ2bTo6qaS9ia5AvtIRPRtvzgHOAB4O7AHeVdLef0viIj2iGgfN25cpT+WmVnVFNrNt9F2la1kkdDTJH0c2J3kCmQxsCAiHi63w4g4plidpKck7R0Rm9LE8nSRdrsBdwAXRsT2adw5V0tbJH0X+Kdy4zQzq5diu8c20q6ylaxIMBH4BTAfuBv4G5Ivmn68CnEVsgQ4I31+BnB7fgNJu5DMrrs+Im7Nq9s7/VPATKDsBGlmVi/Fdo9tpF1lK0k8l0TEX0fEhRHxUWAC8AXg65KOr054/cwDjpX0OHBMeoykdkl9kxc+APwlMEvSivQxJa37nqRVwCqSKeGX1iBGM7OaKrSbb6PtKlvuUNvLwH/nFqT3Ur4kaQLJ/ZM7K4ytn4h4BnhvgfIO4GPp8xuBG4u8/uhqxmNmVg/5u/k24qy2chPPeuBQku/T5LudPw+JmZlZlc2cOqGhEk2+cofaFgGflVToKuKNwCsFys3MzMq+4rkEmALcJWkZ8GNgE8l05dnA8qpEZ2ZmTaesxBMRLwLTJP0DMAu4Iqe6Ezin4sjMzKwpVfI9HiLiG8A3JL0W2A/oiYjHqxKZmZk1pYoST5+IeJoiX+g0MzPLVdLkAkmTJP08XaPtTSW0nyzpnyX9UtLrKg/TzMyaRamz2rqBh4BPAKslPSLpS+lCnABIeqekeZIeAx4l+W7NfXhlaDMzy1HqDqT/B5wLnCvpIOBEkm0Kzpf0FMnmb68FHgSuB26PiEdrE7KZmTWyId/jiYi+ZWe+KGkf4P0ku33+KGchTjMzs4IqndW2gWSraTMzs5JUskiomZnZkJWceCQtkTR1CO1Hp7PgarVNgpmZNaChXPGsA+6X9CtJn5J0iKR+Q3WSxkuaKekakiV0zgR+Xb1wzcys0ZV8jyciPiXpSuAzwMXAGCAkvQBsAdqAXUhmuD2QtrsxIrYV6M7MzHZSQ5pcEBG/Bz4p6R+BdwLvAMYDo4FngN8CP4+IP1Q7UDMzaw7lLhL6EvCz9JEJSXsAt5Bsub0O+EBEPFeg3TaS6d4A6yPixLR8EnAzsCfJl2FPT38OMzPLUCPNarsA+GlE7E+yAd0FRdr1RsSU9HFiTvmXga9FxJuA50juP5mZWcYaKfHMAK5Ln18HzCz1hZIEHA3cWs7rzcysehop8eyVszLCk8BeRdqNltQh6X5JM9OyPUm2bNiaHm8Aiu4bK+mstI+O7u7uasRuZmapqmyLUC2S7gYKrWZ9Ye5BRISkKNLNfhHRJekNwHJJq4DnhxJHRCwAFgC0t7cXO4+ZmZVhWCWeiDimWJ2kpyTtHRGbJO1Nkf1/IqIr/XOtpHuBqcAPgTZJI9Krnn2Arqr/AGZmNqhGGmpbApyRPj8DuD2/gaTdJY1Kn48FjgAejYgA7gFOHuj1ZmZWe42UeOYBx0p6HDgmPUZSu6Sr0zZvATokrSRJNPNytmc4HzhP0hqSez7XZBq9mZkBw2yobSAR8Qzw3gLlHSSbzhER9wEHFXn9WuCwQnVmZpadRrriMTOzJtAwVzxmNvws7uxi/tLVbOzpZXxbK7OnTWbm1KLfVDADnHjMrEyLO7uYs2gVvS8n6wB39fQyZ1GyWpWTjw3EQ21mVpb5S1dvTzp9el/exvylq+sUkTUKJx4zK8vGnt4hlZv1ceIxs7KMb2sdUrlZHyceMyvL7GmTaR3Z0q+sdWQLs6dNrlNE1ig8ucDMytI3gcCz2myonHjMrGwzp05worEh81CbmZllyonHzMwy5cRjZmaZcuIxM7NMOfGYmVmmPKvNzKzKvHjqwJx4zMyqyIunDq5hhtok7SFpmaTH0z93L9DmKEkrch5/kjQzrVso6X9y6qZk/TOYWfPz4qmDa5jEA1wA/DQi9gd+mh73ExH3RMSUiJgCHA28CNyV02R2X31ErMggZjPbyXjx1ME1UuKZAVyXPr8OmDlI+5OBH0fEi7UMyswslxdPHVwjJZ69ImJT+vxJYK9B2p8C3JRX9kVJv5H0NUmjir1Q0lmSOiR1dHd3VxCyme1svHjq4IZV4pF0t6SHCzxm5LaLiABigH72Bg4CluYUzwEOAN4O7AGcX+z1EbEgItojon3cuHGV/EhmtpOZOXUCl510EBPaWhEwoa2Vy046yBMLcgyrWW0RcUyxOklPSdo7IjalieXpAbr6AHBbRLyc03ff1dIWSd8F/qkqQZuZ5fHiqQMbVlc8g1gCnJE+PwO4fYC2p5I3zJYmKySJ5P7Qw9UP0czMBtNIiWcecKykx4Fj0mMktUu6uq+RpInAvsDP8l7/PUmrgFXAWODSLII2M7P+htVQ20Ai4hngvQXKO4CP5RyvA3a4xo2Io2sZn5mZlaaRrnjMzKwJOPGYmVmmnHjMzCxTTjxmZpYpJx4zM8uUE4+ZmWXKicfMzDLlxGNmZply4jEzs0w1zMoFZrbzWdzZxfylq9nY08v4tlZmT5vsxTebgBOPmQ1Lizu7mLNo1fZtpLt6epmzaBWAk0+D81CbmQ1L85eu3p50+vS+vI35S1fXKSKrFiceMxuWNvb0DqncGocTj5kNS+PbWodUbo3DicfMhqXZ0ybTOrKlX1nryBZmT5tclf4Xd3ZxxLzlTLrgDo6Yt5zFnV1V6dcG58kFZjYs9U0gqMWsNk9cqK+GSTyS/ga4GHgLcFi6AVyhdtOBK4EW4OqI6NupdBJwM7An8BBwekS8lEHoZlammVMn1CQRDDRxwYmn9hppqO1h4CTg58UaSGoBrgKOAw4ETpV0YFr9ZeBrEfEm4DngzNqGa2bDlScu1FfDJJ6IeCwiBptHeRiwJiLWplczNwMzJAk4Grg1bXcdMLNmwZrZsOaJC/XVMImnRBOAJ3KON6RlewI9EbE1r7wgSWdJ6pDU0d3dXbNgzaw+aj1xwQY2rO7xSLobeF2Bqgsj4vas4oiIBcACgPb29sjqvGaWjVpOXLDBDavEExHHVNhFF7BvzvE+adkzQJukEelVT1+5me2kajVxwQbXbENtDwL7S5okaRfgFGBJRARwD3By2u4MILMrKDMz+7OGSTyS/p+kDcA7gTskLU3Lx0u6EyC9mjkHWAo8Bnw/Ih5JuzgfOE/SGpJ7Ptdk/TOYmdkwG2obSETcBtxWoHwjcHzO8Z3AnQXarSWZ9WZmZnXUMFc8ZmbWHJx4zMwsU0ruu1sxkrqBP5T58rHA5iqGU02OrTyOrTyOrTyNGtt+ETGu2AudeGpIUkdEtNc7jkIcW3kcW3kcW3maNTYPtZmZWaaceMzMLFNOPLW1oN4BDMCxlcexlcexlacpY/M9HjMzy5SveMzMLFNOPGZmliknniqQNF3SaklrJF1QoH6UpFvS+l9JmjiMYpslqVvSivTxsYziulbS05IeLlIvSf+Wxv0bSYdkEVeJsR0p6fmc9+zzGca2r6R7JD0q6RFJny7Qpi7vXYmx1eW9kzRa0gOSVqaxXVKgTV0+pyXGVpfPac75WyR1SvrPAnVDf98iwo8KHkAL8HvgDcAuwErgwLw2/wB8K31+CnDLMIptFvD1OrxvfwkcAjxcpP544MeAgMOBXw2j2I4E/rNO/972Bg5Jn78G+F2Bv9O6vHclxlaX9y59L16dPh8J/Ao4PK9NvT6npcRWl89pzvnPA/6j0N9dOe+br3gqV3C77bw2M0i224Zk++33pttxD4fY6iIifg48O0CTGcD1kbifZD+lvYdJbHUTEZsi4tfp8/8lWYU9f1OZurx3JcZWF+l78X/p4cj0kT+zqi6f0xJjqxtJ+wAnAFcXaTLk982Jp3LFttsu2CaSrRueJ9maYTjEBvDX6ZDMrZL2LVBfD6XGXi/vTIdGfizpL+oRQDqkMZXkN+RcdX/vBogN6vTepcNFK4CngWURUfR9y/hzWkpsUL/P6RXAPwOvFKkf8vvmxGM/AiZGxMHAMv78m4sV92uStajeBvw7sDjrACS9Gvgh8JmIeCHr8w9kkNjq9t5FxLaImEKyA/Fhkt6a1bkHU0JsdfmcSnof8HREPFTNfp14Kldsu+2CbSSNAMaQbMdd99gi4pmI2JIeXg0cmkFcpSjlfa2LiHihb2gkkv2fRkoam9X5JY0k+Y/9exGxqECTur13g8VW7/cuPW8PyY7E0/Oq6vU5HTS2On5OjwBOlLSOZKj+aEk35rUZ8vvmxFO5gttt57VZQrLdNiTbby+P9E5cvWPLG/s/kWRcfjhYAnw4naF1OPB8RGyqd1AAkl7XN4Yt6TCSz1Em/0Gl570GeCwi/rVIs7q8d6XEVq/3TtI4SW3p81bgWOC3ec3q8jktJbZ6fU4jYk5E7BMRE0n+/1geER/Kazbk961hdiAdriJiq6S+7bZbgGsj4hFJc4GOiFhC8mG8Qcm228+S/AUOl9g+JelEYGsa26wsYpN0E8kMp7FKtjS/iOSmKhHxLZJdZI8H1gAvAh/JIq4SYzsZOFvSVqAXOCWjXyQg+Q30dGBVek8A4F+A1+fEV6/3rpTY6vXe7Q1cJ6mFJNl9PyL+czh8TkuMrS6f02Iqfd+8ZI6ZmWXKQ21mZpYpJx4zM8uUE4+ZmWXKicfMzDLlxGNmZply4jEbhKQo4bFO0sT0+axhEPPEvPiOrME53pV3jjdV+xzWnPw9HrPBvTPv+DaSlb4vzinbAmxK2/4+m7BKcilwB/BoDfpeSfLzngB8tgb9W5Ny4jEbRLrC83aStgCb88tThcrq6fdF4qxYugL1/ZIOqEX/1rw81GZWJYWG2iQtlLRBUruk+yT1KtmY74S0/rx0mO4FSbdLGpfX5whJcyT9VtIWSRslXS5pdAVxrpO0sEB5SLo45/jNkm5TsinenyStl/SDdD0us7L5H5BZ7e0GXA98FdgIXAj8UNJVwJuBTwB7kSw/fxXwgZzX3gi8H/gycB/wFuALwETgr2sc9x3Ac8DZwGaS5e+Px7+wWoWceMxq7zXAx9MN5pC0keT+yPtIdujclpa/FfikpJaI2Cbp3cAHgTMi4vq0r7slPQvcKGlKRKyoRcBKVox+EzAjXY+rz3/U4ny2c/FvLma198e+pJPqW3n47r6kk1M+gmTRSEiWxn8JuDUdchuRDnPdldb/ZQ1jfgZYC8yT9HeS9q/huWwn48RjVns9uQfpNuSQDGPl6ivvu3/zWmAX4I/AyzmPp9P6mu2Oma4YfSzQAVwG/E7SWkln1+qctvPwUJvZ8PUM8Cfg3UXqN1bQd7/PvpJdQ/uJiLWk+/oAbwPOAb4haV1E/LiCc9tOzlc8ZsPXT0iufsZEREeBRyWJJ39r5cOLNYzECuC8Iq81GxJf8ZgNUxFxb7op3a2S/hV4AHiFZEbb8cD5EfG7Mrt/q6RvAreSzFabS7LJ2DskHZI+vxK4hWRDuRaSzce2AsvL/ZnMwInHbLj7EPBJ4KMk07C3AOtIdpV9qoJ+fwi0AT8iuQf1BZJZbGeTTGq4GlhPcpWzD8mQ3yrgfRHxUAXnNfMOpGbNSNJE4H+AM0m+Q7Stb4tpSeuAeyNiVhXOMwL4MMn2x/tHxJpK+7Tm53s8Zs3tGpKZcO+pdseS3pX2fU21+7bm5qE2s+a0EXh7zvHqGpxjRd45nqjBOawJeajNzMwy5aE2MzPLlBOPmZllyonHzMwy5cRjZmaZcuIxM7NM/X/zAHKEHHIldQAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -225,7 +223,7 @@ "source": [ "### Domain-wall dynamics\n", "\n", - "Now, we will look at the dynamics of the system under $H_{XX2Z}$ when starting in a Domain-Wall (DW) state $|\\psi_0\\rangle = |\\uparrow \\uparrow \\uparrow \\uparrow \\uparrow \\downarrow \\downarrow \\downarrow \\downarrow \\downarrow\\rangle$, for two distinct geometries : open boundary conditions (OBC) and periodic boundary conditions (PBC). In the case of $H_{XX2Z}$, only 2 pulses per Floquet cycle are required, as the $X$ and $-X$ pulses cancel out." + "Now, we will look at the dynamics of the system under $H_{XX2Z}$ when starting in a Domain-Wall (DW) state $|\\psi_0\\rangle = |\\uparrow \\uparrow \\uparrow \\uparrow \\uparrow \\downarrow \\downarrow \\downarrow \\downarrow \\downarrow\\rangle \\equiv |0000011111\\rangle$, for two distinct geometries : open boundary conditions (OBC) and periodic boundary conditions (PBC). In the case of $H_{XX2Z}$, only 2 pulses per Floquet cycle are required, as the $X$ and $-X$ pulses cancel out." ] }, { @@ -306,13 +304,13 @@ " for key, value in samples.items():\n", " for j in range(N_at):\n", " correl -= (\n", - " (2 * float(key[j]) - 1)\n", - " * (2 * float(key[(j + 1) % N_at]) - 1)\n", + " (1 - 2 * float(key[j]))\n", + " * (1 - 2 * float(key[(j + 1) % N_at]))\n", " * value\n", " / N_samples\n", " )\n", " magnetizations_obc[j][m] += (\n", - " (2 * float(key[j]) - 1) * value / N_samples\n", + " (1 - 2 * float(key[j])) * value / N_samples\n", " )\n", " correl_obc[m] = N_at / 2 + correl / 2" ] @@ -358,13 +356,13 @@ " for key, value in samples.items():\n", " for j in range(N_at):\n", " correl -= (\n", - " (2 * float(key[j]) - 1)\n", - " * (2 * float(key[(j + 1) % N_at]) - 1)\n", + " (1 - 2 * float(key[j]))\n", + " * (1 - 2 * float(key[(j + 1) % N_at]))\n", " * value\n", " / N_samples\n", " )\n", " magnetizations_pbc[j][m] += (\n", - " (2 * float(key[j]) - 1) * value / N_samples\n", + " (1 - 2 * float(key[j])) * value / N_samples\n", " )\n", " correl_pbc[m] = N_at / 2 + correl / 2" ] @@ -383,26 +381,22 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -422,7 +416,9 @@ "ax.set_xlabel(\"Cycle\", fontsize=16)\n", "ax.set_ylabel(\"Atom number\", fontsize=16)\n", "cbar = fig.colorbar(img, shrink=0.7)\n", - "cbar.set_label(r\"$\\langle \\sigma^z \\rangle$\", fontsize=16)" + "cbar.set_label(r\"$\\langle \\sigma^z \\rangle$\", fontsize=16)\n", + "\n", + "plt.show()" ] }, { @@ -439,24 +435,12 @@ "outputs": [ { "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAn4AAAHSCAYAAABy5sZoAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAACMk0lEQVR4nO3dd3xT1fsH8E+6GW2ZhULLFpA9RGbZe1NQwAEIokxZIuKXoag/EBwMFQQFQWRbQAFFwBaKTNkoVEbZZUMLha70/P44Jl1JmqQ3uRmf9+uVV9PkJve5yU3uk3PPeY5GCCFARERERC7PQ+0AiIiIiMg+mPgRERERuQkmfkRERERugokfERERkZtg4kdERETkJpj4EREREbkJJn5EREREboKJHxEREZGbYOJHRERE5CaY+BERERG5CSZ+RERERG6CiR/ZVVJSEoYPH46PP/5Y7VAsdu/ePQwbNgxffvml2qEQERFZJU+JX7ly5aDRaHK9fP/99wqFa118ly5dcul12tMvv/yCsLAwBAQE6N/fqKgosx+/c+dOLFq0CHfu3DF4//r16/XPW65cOaPPc+zYMWg0GgQGBkIIYeFWWKdo0aL47bffMGXKFKSmplr1HI62fzhaPNbI6z5pS0IIrF27FuHh4QgNDYWfnx8KFy6MOnXq4J133sGVK1eMPtbY92vBggVRu3ZtTJ48Gffu3TMrjh07duC1115D5cqVERAQAF9fXwQHB6Ndu3b44osvjH4eTTl27Bg8PT0xevRoix9rS4b26fj4eBQtWhQNGza02/eFLVn7uTW0T/n6+qJMmTLo27cvoqOjzXqMNfuhLfZBwPR+qIvVUo7wvWjLfdZLiSdp2rQpKlWqZPR+U/c5m3LlyuHy5cuIjY01mZi4ouPHj6N3795IT09H69atERwcDI1Gg5IlS5r9HJs2bQIA9OzZ0+D9R44c0V+/fPky/vrrLzz33HNGl6tbt65VH2xr9ejRA/Pnz8cff/yBDh062G291nCHfVWJfdJWbty4gV69euHQoUPQaDSoX78+mjZtiidPnmD//v2YM2cO5s+fj88++wwjR440+jyZv1/T09Nx48YN7Nu3D7NmzcKKFSsQHR2NChUqGHzs3bt30b9/f+zcuROA3CdatWqFAgUK4ObNm9i3bx927tyJadOmYefOnWjYsKHZ2zd69Gjky5cPU6dOteBVUUdgYCAmT56MiRMnYsWKFRg4cKDaIakq8z718OFD/PXXX1i3bh3Wr1+PTz/9FOPHjzf5GEv2Q1vug4Bz7YeWsOk+K/KgbNmyAoBYtmxZXp7GZnTxxcbG2u05z58/L86cOSNSUlIUW6ejmD59ugAg3nvvPaser9VqRVBQkChatKhIS0szuEzbtm0FAFGtWjUBQEyaNMngcsOGDRMAxPjx462KxVp//PGHACCGDRtm1ePtuX+Ys/87+/6a133SVu7fvy8qVKggAIi6deuK06dPZ7k/NTVVfPrpp8LT01MAEPPmzcvxHKa+X+Pi4kTlypUFANG7d2+DMTx8+FBUqVJFABBVq1YVe/bsybFMUlKS+Oabb0TJkiXFxo0bzd6+9evXCwBi4sSJZj/GXozt90+fPhXFixcXwcHBIikpSZ3gFGLtsc3YPvX06VMxYMAAAUB4enqKmJiYXB8jRO77oS33QSFy3w8BCGvSHFvkDtaw1T7LPn4Kq1ixIqpWrQpvb2+1Q1Gc7rTUM888Y9Xj9+3bh9u3b6Nr167w9PQ0uMzRo0cBADNmzAAA/PTTTwaX07X41atXz6pYrNW8eXMUKVIEP//8s1XN7462fzhaPJbK6z5pK6NGjcLFixdRvnx5/PHHH6hevXqW+728vDBhwgTMmzcPAPD222/jzJkzZj9/yZIlMXHiRADArl27DC4zevRoxMTEoFy5cvjzzz8RFhaWYxlfX1+88cYbOH78OJ599lmz1//FF18AAIYMGWL2Y9Tm5+eHl156CXFxcVi7dq3a4TgUPz8/fPXVVyhQoAC0Wi0iIiLMelxu+6Et90HAOfdDS9hsn81L1mhpi9+ZM2cEAFGoUCHx9OlTo8vVr19fABCbNm3KcvvVq1fFqFGjRKVKlYSvr68ICAgQTZo0EYsWLTLYgmQsa4+NjRUARNmyZXPdNt1jly1bpv/1YOgSGRlpcp3WbgMy/WLZsGGDaNq0qfD39xf58+cXTZo0EVu3bjW6DaZYEoeuVcXQpUWLFmavc8KECQKA0V91uvfFx8dHJCcni7p16woA4sSJE1mWS01NFX5+fgKAOHPmjKWbnme6X8YHDhyw+LHG9g8l32dz91Vz4/nhhx9EgwYNRIECBUSxYsVEv379xOXLl4UQQqSnp4sFCxaI2rVri/z584uiRYuKgQMHilu3bhmM7cmTJ+LTTz8VDRs2FIGBgcLX11dUrlxZTJw4Udy9e9fsbbRkn7T0M5d9+5cuXSoaNWokAgICzGoFuHDhgvDw8BAAxE8//WRy2fT0dFG7dm0BQAwaNCjLfbl9v/7yyy8CgChYsKDBGHStiRERESZjsNTRo0cFANGoUSOjy5j7+lm7P/z999+iT58+omjRosLPz09Ur15dzJkzR6SlpZn8Dj527JgAIJ5//nmLt/vgwYNi4sSJokGDBqJEiRLC29tbBAUFia5du4odO3bk+jpY+rm2dhtNyW2fqlevngAg3nzzTbMfY2w/tOU+KITl++HixYtFvXr1RP78+UVgYKDo1KmT2L9/v8HHGXp9rckbMrN2X8/LPmuM3U/1Nm7cWAAQq1evNnj/yZMnBQBRokQJkZqaqr/90KFDokiRIgKAKFOmjOjbt6/o2LGjPgHo0KGDSE5ONhifEolfdHS0GDhwoChQoIC+WXvgwIH6iy4BMfXGW7MNuh132rRpQqPRiKZNm4q+ffvqDxYajcbiD5WlcWzcuFEMHDhQVKxYUQAQTZs21W/3zJkzzV5vpUqVRL58+URiYqLB+zds2CAAiHr16gkhhPjoo48EADF16tQsyx0/flz/RaPVai3adiVEREQIAOLdd9+1+LG5JVpKvM/m7qvmxPPuu+8KLy8v0bp1a9GnTx9RpkwZAUCEhoaK+/fvixdffFH4+fmJjh07il69eomgoCABQNSqVSvHvnz9+nVRs2ZNAUAUKVJEtG3bVvTq1UsfQ7ly5cSlS5fM2kZz90lrPnOZt3/UqFHCw8NDNGvWTPTv3180bNgw1xjnzp2r/4Gb+TvMmE8//VQAEEWLFhXp6en623P7fp06daoAIBo2bJjjvnnz5uljMJbcWmvatGkCgJgyZYrRZcx5/azdH6Kjo/X7doUKFUS/fv1E27Zthbe3t+jdu3euSVHx4sUFAHHjxg2LtrtNmzbCw8ND1KxZU3Tu3Fm88MIL+kQJgJg7d67R18HSz3Vet9GY3PapSpUqCQDirbfeMvsxxvZDW+6DQli2H44bN05oNBr9flijRg0BQHh5eRl8/ZVO/PL63WftPmuM3RO/JUuW6L9wDRk3bpwAICZMmKC/LSkpSb+uYcOGZemPdOHCBVGuXDkB5Ozno2Til9vtud1v7TbodtxChQrlaGHStXpUrlzZ6HZkZ20cQggxcOBAi99vnVOnTgkAokePHkaXmTx5sgAgXn/9dSFERgtxtWrVsiz33XffCQCiWbNmFsehhMTERJEvXz5RtWpVix+bW6Kl1Ptsal2WxFO0aFFx/Phx/e1PnjwRzZo1EwBEzZo1RcWKFbN8Yd25c0d/8Fi5cqX+9vT0dNG0aVMBQAwZMkQkJCTo70tNTdW3Brdq1cqibTS1T+ZlX9dtf0BAgNFWAWNeffVVi7Zl9+7d+vVdvHhRf7uh71etViuuXbsmFixYIHx9fYWnp6f45ZdfjMbQunVri2I3h+79N9ValdvrZ+3+8PTpUxEaGioAiLFjx2ZJKE6cOCGKFSumX7ex/b579+4CgPjhhx8s2u5t27YZPPDu27dPBAQECG9vb3Ht2rUs91nzuVZiG40xdcw+ceKEvqV66dKlJh9jzn5oy31QCMv2w3z58oldu3ZluW/27NkCgAgMDMxxhkLJxE+J7z5r91ljFEn8crs8ePBA/5iEhASRP39+4eHhkeNDkpKSos9sM3eG/uGHHwQAUapUKYMdHHUtRf7+/llOITtS4mftNuhew/nz5+d4TFJSkggMDBQAxJUrV4xuixJxCJG3xO/DDz/M9bHt27cXAMTChQv1t+kGeWRupRoxYkSOX6U6f//9t2jTpo0oVKiQAOQphsjISAFAnD9/XgghT01oNBoRFxdn8Xbo6D6ImTtBmyO3REup99nUuiyJ56uvvsrxGF2Lp7Ev3c8++0wAEK+99pr+tl9//VUAEHXq1DHYCqbVavW/wk+dOmX2NpraJ/Oyr+u2b8aMGWbHotOxY0cBQPTr18+s5c+ePatf38GDB/W35/b92qBBA7F3715FYrCEriUqc5KaXW6vn7X7w8qVKwUgW5wNDUj64osvck2KdD8wx40bl8uWmk/3nNk/L9Z8rpXYRmMMJXEPHz4UW7du1beelypVSjx+/DjHYyzdD225Dwph2X44duxYg/c/99xzAoD4+OOPs9yuZOKnxHef0vusIoM7mjZtioEDBxq9+Pj46Jf19/dHnz59kJ6ejhUrVmR5nq1bt+LOnTt4/vnns3SG1tXk6tevH3x9fXOsPzw8HIULF8ajR4+ylANxJHndhm7duuW4zdfXVz98/vr163aJw1qbNm2Cp6enwe3Q0Q3syDxgo3fv3gCADRs25Fiufv36OZ5Dt2/99NNP2L9/P9q3b49jx44hICBA/1rVq1cPhw8fzlPJD105mo0bN1r9HIYo9T4rpXPnzjlu0w2k8PLyQvv27Y3ef+PGDf1tW7duBSDfTy+vnFWkPDw80Lx5cwByEJASlNjX+/Tpo0gspohcBgll/37t0qULQkNDcfjwYYwbNw7nzp2zeYw6iYmJSExMBCDrWubG2Otn7f6ge09ffPFFgwOSzCl5oYv71q1buS6b3b1797BixQq88847GDp0KAYNGoRBgwZh9+7dAICYmBiDj7Pkc63ENubmtdde09e4K1SoELp06YILFy6gYsWK2LZtGwoUKJDjMc68Hxp7zQYMGAAANq37qcR3X172WUMUqeP3+uuvY9CgQWYvP3jwYKxYsQLff/89Jk+erL992bJlAOROmZnuQ1G+fHmDz6fRaFC+fHk8ePDA7gdGc+V1G8qUKWPwcQEBAQDkjBj2iMNaV69ehb+/PwoVKmTw/itXruDu3bvw8vJCrVq19Lf37t0bH374IX766SdMmTIFWq0WJ06cAJBzRO/Jkydx5swZfPvtt2jSpIn+9mPHjqFOnTr6en+lSpVCqVKl8rQ9uvfj6tWreXoeY8+bnaXvs1IMxVOwYEEAQHBwsMEvMn9/fwBZY7148SIAYOrUqbnW27K2kGt2Suzr1tQ/LFasGADzv6Rv376tv168ePEc9xv6fk1LS8O0adMwc+ZMtGjRAjExMfrXPfPzZH5uJcTHx+uvZ16fMcZeP2v3h2vXrgEw/p4WLlwYgYGBWeLMTvdZevDggcn1ZrdkyRKMGzdOn3AYkpCQYPB2Sz7XSmxjbjLX5PPx8UFQUBAaNWqEjh07GvxMA5bvh7baBwHL90Njr6Xudt1rbgtKfPdZu88ao0jiZ6nmzZujYsWK+Pfff7Fv3z40adIEt2/fxrZt2+Dn54d+/fqpEVYW6enpaoeQhYeHc1fe6dq1K5YuXYq9e/eiRYsWOe7XtbhUq1YNfn5++ttr166NihUr4vjx47hw4QKePHmCp0+fIl++fFmG/nfs2BHbt28HIL/UAGDz5s3o3r07jh07hjZt2uiXDQkJweuvv473338fgCww3rFjRwghsHHjRsTHx6NJkyb49ttvUbZsWYPb88svv+i3S0mO9j6biseSWHWfp2bNmqFixYoml81e+kRN+fLls/gx9evXx8qVK3H06FGkpaUZPZDqHDp0CID8VW9uounl5YWPPvoIS5YsQVxcHFasWJGlCHT9+vXxww8/4OjRo9BqtUbLJ1kq8w+3R48e6Q9Ixhh7/dTcH3RJQ+HChc1+zJEjR/Dmm2/C09MTn3zyCbp164YyZcogf/780Gg0WLx4Md58802jrbeO9rm2tLHGGFP7oa32QcDy/TA3ubW6m8tQ3qDEvm7NPmuKKomfRqPBoEGDMHXqVCxbtgxNmjTBypUrkZaWhhdffDFHq1Dp0qUBZGTOhsTGxmZZ1hTdqedHjx4ZvD81NRVxcXHmbIrZlN4GZ4ujZ8+eWLp0KTZt2mQy8TN0+rZ3796YPXs2fvrpJwQFBQGQCWHmL5I5c+YgICAAx44dww8//AAAqFmzJpKSknD27Fm8/fbbAOSpmuvXr6NOnToA5C/0ixcvYtmyZejWrRuWL1+OK1euYMKECRg8eLDRGmmbN29GQEAAWrdubf2L4kZCQ0MByJlPdO+Fram1r3fr1g0TJkxAfHw8Nm/erO+uYIgQQr+/du3a1aJZaDw8PFCuXDncvXs3Rw3Arl27Yvz48Xj48CF+/vln9OrVy7qNySZ//vwoUKAAEhMTce/ePasPuNbuD7r3ydhUWg8fPsy1JUw3vViJEiXMXu/69eshhMDo0aPxzjvv5LhfydOcSmyjPRnbD221DwKW74exsbH67/zMdK9xSEhIruu0Nm9Q4rvPmn3WFNV+hgwaNAgeHh5Yt24dnjx5YvQ0LwC0bNkSALB27VqDp7o2btyIBw8ewN/f32DikF3x4sXh4+OD+/fvG2yG3r59O9LS0gw+VvfmG7vfGKW3wVpqxdGuXTsUKFAAmzdvNni/of59Opn7+Rnr31ezZk3cvXsXzz33HBo1aoRGjRqhQIECOHXqFNLS0lC3bl0A0J8mrl27NgA55ZcQAr169cKaNWvQrl07DBkyBBMmTEBkZCSSk5NzxHP8+HFcunQJnTp1ytJ/1dFYu6/aQqdOnQBkHEDtQa19vWLFinjxxRcBABMnTsTDhw+NLvv111/j5MmT8PLy0hfCNVd6err+wKU7/Z45hv79+wMAJkyYgPv375t8rtu3bxvtn5ad7jP6zz//WBRvZtbuD7ofjevWrTM4X3b2fuOGnD59GoDhH5nG6F4/Q2cAkpKSjBaat4YS22hPxvZDW+6DgGX7oe7HlbHbdd8VplibNyjx3WfNPmuKaolfSEgI2rVrh4SEBLz33ns4ffo0ypQpY7AF5YUXXkCZMmVw48YNjB8/PsuLGxsbiwkTJgCQVcIznyY0xtvbW9+ZcsqUKVmaZ0+cOIFRo0aZjBsA/v77b/M21EbbYC214vDz80OHDh0QGxurT74yM9Xi16BBA30n4i1btgAwnCCeOHEix6+6Y8eOwdfXF9WqVdMvExAQoD+ldvz4cXh4eOCDDz7I8rjKlStDCGGwT0Vu8w07Cmv3VVvo0aMHGjRogEOHDuG1114z2JflwYMHWLRokWKJqpqfua+++grlypVDbGwsWrduneM9SEtLw+eff44xY8YAAD755BOLTmmmpaVhypQpuHv3LgCge/fuOZZZsGABKlWqhNjYWDRr1gx79+7NsUxKSgqWLl2KunXrmj1zSKtWrQAA+/fvNzve7KzdH/r06YPSpUvjypUrmDx5cpbv7tOnT+Ojjz7Kdd26uC1prdd1K1m+fHmWFp+kpCSMGDFC33KsBCW20V5y2w9ttQ8Clu2HCxcuzDGA44svvsChQ4fg7+9v1swf1uYNSnz3GdtnJ0+ejKpVq2YZK2GWvAwJ1g1dzlw81dDlxx9/NPj4NWvWZBkWPm3aNKPrylyItWzZsqJv376ic+fOVhVwFkKIAwcOCB8fH4H/6ij16dNHNG7cWHh7e4uBAwcafeyXX34pAFk8ODw8XAwZMkQMGTJEnD17Ntd1WrMNutfGmBYtWggg62wMubEmDiHyVs5FCCFWrFghAIj3338/y+1Xr14VgJwj0lhx5zFjxmTZVzLXlhNCiCtXrggA4tdff81y+7Bhw0T9+vWzbEPm+n+DBg0SderUybG+L774Qvj6+hocfl+7dm3h4+Mj4uPjc9/obHIrn2KMNe9zbvuqtfHkVtZAVz4n+wwa169fF3Xq1BEARIECBUSTJk1Ev379RHh4uKhTp46+yr+pWX2yy22ftHZfz+39MMe1a9f05SI0Go1o0KCB6Nevn+jevbu+bJWPj4/Bwr9CGP9+7dq1q77OGwDxv//9z2gMt27dEi1bttQvW758edGjRw/Rv39/0bp1a1GwYEEByHp7mUvJmKKbMcHUTALmvH7W7g9RUVEif/78AoCoWLGi6Nevn2jXrp3w9vYW4eHhJr+DzYndkAcPHuift2jRoqJnz56id+/eIigoSPj7++u/nwYOHGjR62Dsc52XbTTFmtq7ed0PbbEPCmHZfjh27Fih0WhE8+bNRf/+/fXFlD09PcX69euNbnP219favCEv332mtlP3/Zd9v8uNXer4jRkzxuDjk5KS9F/KGo3GZD0eIeTBfeTIkaJChQrCx8dH+Pv7i8aNG4uFCxcaPEDn9uHYv3+/aN++vQgICBD58uUTtWvXFl9//bVIT083+litVitmzpwpqlevrj94ZP7g5rZOS7fBFgmBNXEIkffE7/79+8LLyytHorVp0yYB5CzUnNmePXv0r4WhhOznn38WQM7K5g0bNtQXhBZCiDp16oiRI0fq/69du7bo3LlzjvU1a9bMYJFxXdJjrAB5buyZ+OW2r1obj7WJnxDyM79o0SLRqlUrUbRoUeHl5SWCgoL078v27dvN3j4hzNsnrdnXlUj8hJDvwerVq0WPHj1EqVKlhI+PjwgICBA1a9YUEyZMMKvGYvaLj4+PPok1d3/49ddfxYABA0SlSpVEwYIFhbe3tyhZsqRo166dmDt3rrh3755F29WkSRMBQPzzzz8G7zf39bN2fzh16pQIDw8XRYoUEb6+vuLZZ58VM2fOFKmpqSa/g9966y0BQCxfvtyi7RVCFicfMWKEqFixovD19RWlSpUSr7zyijh37px+mkSlEr+8bKMpeUn88rofKr0PCmHZfrhw4UJRp04dkS9fPhEQECA6duwo/vzzT5PbbOj1tSZvEML6fd3UPqtK4kdkqdatWwsAZk/NZa4ZM2aIoKCgLLelpaWJfPny6YuqpqSkCB8fH7F48WIhhBDJycnC29tbVKlSJcvjdu7cKQAYnH9TVzw1c5FpInezfv16AUCMHz9e7VDM9vTpU1GsWDERHBxssKA3OR9n3A8tYat91rHGmJPL0/WL0/WTU8rx48f1AzZ0YmJi8PTpU/3AjrNnzyIlJUW/3N9//43U1FQkJiZi9OjRiIyMxNy5c9G7d2+MHj0abdu2zbGeTZs2QaPRoEePHorGT+RM+vTpg6ZNm+Kbb75RrKisrS1YsAB3797FzJkzDRb0JufjjPuhJWy2zyqWQhKZQdcXr2XLloo+b8WKFcXbb7+d5baVK1cKDw8P/fRDP/zwg/Dw8ND3I/zuu++El5eX+Oeff0RYWJjw9fUV5cqVE3PmzBHp6ek51nH37l3h6emZYzJyInd09OhR4eHhkaXrhKN6+PChKFKkiHj++ecNfrbJeTnTfmgJW+6zGiHsVFuByMG89dZbiIqKwsmTJ9UOhYiIyC54qpfc1rFjx/SngYmIiNwBEz9yS0IInDhxgokfERG5FZ7qJSIiInITqszV6yzS09Nx48YN+Pv7WzSHJhEREalHCIFHjx6hVKlS8PDgyc3MmPiZcOPGDf0Ey0RERORcrl69qp++kiQmfib4+/sDkDtOQECAytEQERGRORISEhAaGqo/jlMGJn4m6E7vBgQEMPEjIiJyMuymlRNPfBMRERG5CSZ+RERERG6CiR8RERGRm2DiR0REROQmmPgRERERuQkmfkRERERugokfERERkZtg4kdERETkJpj4EREREbkJztxBDkWrBaKjgbg4IDgYCAsDPD3VjoqIiMg1MPEjhxERAYwZA1y7lnFbSAgwbx4QHq5eXERERK6Cp3rJIUREAH36ZE36AOD6dXl7RIQ6cREREbkSJn6kOq1WtvQJkfM+3W1jx8rliIiIyHpM/Eh10dE5W/oyEwK4elUuR0RERNZj4keqi4tTdjkiIiIyjIkfqS44WNnliIiIyDAmfqS6sDA5etcYjQYIDZXLERERkfWY+JHqPD2BTz4xfr8QwJQprOdHRESUV0z8yCGkpsq/2ZM7r/8qTS5YAMTH2zcmIiIiV8MCzuQQvvtO/n3/faBZs4yZO8qWBZo0AU6fBl54Adi6FfD2VjVUIiIip6URwlD1NAKAhIQEBAYGIj4+HgEBAWqH47L+/ReoUgXw8ACuXAFKl856/9GjQPPmQGIiMHgw8O23st8fERGRITx+G8dTvaQ6Hx/gzTeBfv1yJn0AUK8esGaNTAzPnweePrV/jERERK6ALX4m8BeDY9mxQ7b8+fqqHQkRETkyHr+NY4sfOY127bImfTduqBcLERGRM2LiR6r68ktg/37D8/Qak54OvP02UL06cOaM7WIjIiJyNUz8SDVxccDYsXLU7vnz5j8uJUUmiw8fAp07A7du2SpCIiIi18LEj1SzfDmg1crE75lnzH+cnx+weTNQqRJw6RLQrZsc8UtERESmMfEjVQgBLF0qrw8ZYvnjixUDtm0DihYFDh8GXnpJJpFERERkHBM/UkV0NHDuHFCwIPDii9Y9xzPPyJY/X1/g55+B8eOVjZGIiMjVMPEjVehm6ujXTyZ/1mraFPjhB3l9/nxZ7JmIiIgM45RtZHfx8cD69fK6Nad5s3vhBeDzz4HQUFnsmYiIiAxj4kd2d/48EBQEFCgANGyozHOOG6fM8xAREbkynuolu6tfH7h4Edi+3TZz7l67Jos9X7yo/HMTERE5MyZ+pAoPDyAkxDbPPXw4sHOnrPF3/75t1kFEROSMmPiRXZ06JQsw29I338j+fjExQK9eQHKybddHRETkLJj4kd0kJwMtW8qWvpgY262nVClg61YgIADYswcYPFhO80ZEROTumPiR3WzeLE+9+vrKWTdsqWZN4KefAC8vYNUqYOpUWeA5KgpYvVr+ZcFnIiJyN0z8yG6+/Vb+HTQI8PS0/fratgUWL5bX/+//gOLFgVat5CwfrVoB5coBERG2j4OIiMhRMPEju7h8WQ64AIDXXrPfel97DejTR15/8CDrfdevy/uY/BERkbtg4kd2sWyZnJ+3dWugQgX7rVerBQ4cMHyfEPLv2LE87UtERO6BiR/ZnFYrEz9AmZk6LBEdLev6GSMEcPWqXI6IiMjVMfEjmztwALhyBShUSJZXsae4OGWXIyIicmZOkfgtXLgQtWrVQkBAAAICAtC4cWP8+uuvRpdfsmQJwsLCULhwYRQuXBht27bFoUOH7BgxZda0KXDypBzckS+ffdcdHKzsckRERM7MKRK/kJAQzJo1C0eOHMFff/2F1q1bo0ePHvj7778NLh8VFYX+/fsjMjIS+/fvR2hoKNq3b4/r16/bOXLSqVkT6N3b/usNC5N1A01NDRcSIpcjIiJydRohdF3cnUuRIkUwZ84cDDGj05hWq0XhwoXx5ZdfYsCAAWavIyEhAYGBgYiPj0dAQEBewnVb6elyejY1RURkjOw1tLc3biz7+NmjxAwREdkej9/GOUWLX2ZarRZr1qxBYmIiGjdubNZjnjx5gtTUVBQpUsTkcsnJyUhISMhyIesJATRqBLzyihxAoZbwcGDDBqB06ay3Fy8uk739+4ERIwwnhURERK7EaRK/U6dOoWDBgvD19cWwYcOwceNGVKtWzazHTpo0CaVKlULbtm1NLjdz5kwEBgbqL6GhoUqE7rYOH5aXDRuAggXVjSU8HLh0CYiMlDN5REbKAR2rV8vTwLn8JiAiInIJTnOqNyUlBVeuXEF8fDw2bNiAb7/9Frt37841+Zs1axZmz56NqKgo1KpVy+SyycnJSE5O1v+fkJCA0NBQNhVb6c035cwZL70E/Pij2tEYd/IkkMuuQUREToSneo1zmsQvu7Zt26JixYr45ptvjC7z6aef4qOPPsLOnTvx3HPPWbwO7jjWS0yUI2UfPQJ27ZKFm53B06fAvn1AmzZqR0JERNbi8ds4pznVm116enqW1rnsZs+ejQ8//BC//fabVUkf5c2GDTLpK18eaNlS7WjMk5gIdOwIdOgA/PKL2tEQEREpzykSv8mTJ2PPnj24dOkSTp06hcmTJyMqKgovv/wyAGDAgAGYPHmyfvlPPvkEU6dOxdKlS1GuXDncvHkTN2/exOPHj9XaBLfz3Xfy7+DB6o/qNVe+fEC5cnKmkRdf5GweRETkepzikHz79m0MGDAAVapUQZs2bXD48GFs374d7dq1AwBcuXIFcZmmXli4cCFSUlLQp08fBAcH6y+ffvqpWpvgVv79VyZNHh7AoEFqR2M+Dw9ZZLprVyApSf49flztqIiIiJTjtH387IF9BKxz755MoC5fBr7+Wu1oLPf0qTzdGx0NlCgB/PknULGi2lEREZG5ePw2jomfCdxx3NfDh7Jv4okTsp/in39yWjciImfB47dxTnGql8jeChUCfvtNtvTFxwM3bqgdERERUd55qR0AuZb33wcqV5YFk/381I4mb0qWBHbsAJ48AapXVzsaIiKivGPiR4qJiwM++kiOiv3nH+DZZ9WOKO/Kl8/6/5kzQKVKgLe3OvEQERHlBU/1kmJWrJBJX+PGrpH0ZRcZCTRsKEcqp6erHQ0REZHlmPiRIoTIqN03ZIi6sdjK06fysmoVMHas3GYiIiJnwsSPFBEdDZw7BxQsCPTtq3Y0ttG5M7B8uby+YIE8rU1ERORMmPiRInStfX37yuTPVb30EjB/vrw+bRqwcKG68RAREVmCiR/lWXw8sH69vO6qp3kzGz1aJn0AMHIksHatuvEQERGZi4kf5dmtW8BzzwHVqgGNGqkdjX28/z4wYoTs57dqlfyr1QJRUcDq1fKvVqtykERERNmwnAvlWeXKwJ49wOPHgEajdjT2odHIfn7VqwOvvw5s3AiMGQNcu5axTEgIMG+erGlIRETkCNjiR4px5b59hnh4yFa/LVuAPn2yJn0AcP26vD0iQp34iIiIsmPiR3kSFQXcuaN2FOrRamVLn6HSLrrbxo7laV8iInIMTPzIasnJQO/eQOnSwJEjakejjujonC19mQkBXL0qlyMiIlIbEz+y2ubNwP37QFAQULu22tGoIy5O2eWIiIhsiYkfWU1Xu2/QIMDLTYcJBQcruxwREZEtMfEjq1y+DOzYIa8PHqxuLGoKC5Ojd42NZtZogNBQuRwREZHamPiRRXS16iZMkP3XWrYEKlRQOyr1eHrKki1AzuRP9//cuXI5IiIitTHxI7NFRADlygGtWgE//SRvO3mS5UrCw4ENG+Qgl8yKFJG3s44fERE5Co0QhgpREAAkJCQgMDAQ8fHxCAgIUDscVUVEyJp02fcWXasWExzZGhodLV+rIkXk1G5Fi6odFRGR++Hx2zgmfiZwx5G0WtnSZ6xsiUYj+7nFxvKUJhERqY/Hb+N4qpdyxVp1RERErsFNi3CQJVirznJnzwLr18t5jPv2VTsaIiIiiS1+lCvWqrPc9u3AtGnAt9+qHQkREVEGJn6UK9aqs1zHjvLvnj1AYqK6sRAREekw8aNcZa5Vlx1r1RlWubIcEJOSIuseEhEROQImfmSW8HDZZy17q19ICEu5GKLRZLT6/faburEQERHpMPEjszVrllHH7/vvgchIWcKFSZ9husRv+3Z14yAiItLhqF4y29mz8m+FCsDAgerG4gxatwa8vIBz54ALF4CKFdWOiIiI3B1b/MhsusSvalV143AW/v6ylTQgAIiJUTsaIiIitviRBbRa2aePiZ/5Vq4EgoIAb2+1IyEiIuKUbSZxyhfD0tMBD7YVExGRg+Lx2zgevsliTPqsk5KidgREROTueAgnsrGVK4FKlYApU9SOhIiI3B0TPzLLyZNAqVJA795qR+J8vLzkqF7W8yMiIrUx8SOznD0LxMUBN2+qHYnzaddOFnQ+dQq4fl3taIiIyJ0x8SOzsJSL9YoWBZ5/Xl5nMWciIlITEz8yCxO/vOnQQf7l6V4iIlITEz8yCxO/vNFN37ZjB5CWpm4sRETkvpj4Ua7S0zNmnmDiZ50GDYDChYGHD4FDh9SOhoiI3BVn7qBcXbsGPHkiZ58oX17taJyTlxcwaBCQlCQTQCIiIjU4RYvfwoULUatWLQQEBCAgIACNGzfGr7/+avIx69evR9WqVeHn54eaNWti27ZtdorW9SQmAi1aAE2ayASGrPP558DXXwPPPqt2JERE5K6cIvELCQnBrFmzcOTIEfz1119o3bo1evTogb///tvg8vv27UP//v0xZMgQHDt2DD179kTPnj1x+vRpO0fuGp59FoiKkhciIleh1crvtdWr5V+tVu2IiGzPaefqLVKkCObMmYMhQ4bkuK9v375ITEzEli1b9Lc1atQIderUwaJFi4w+Z3JyMpKTk/X/JyQkIDQ0lHP9kWLS0oADBwB/f6B2bbWjIXJfERHAmDGyK4tOSAgwbx4QHq5eXKQMztVrnFO0+GWm1WqxZs0aJCYmonHjxgaX2b9/P9q2bZvltg4dOmD//v0mn3vmzJkIDAzUX0JDQxWL25lxjlnlTJ8OhIXJ075EpI6ICKBPn6xJHyALrPfpI+8nclVOk/idOnUKBQsWhK+vL4YNG4aNGzeiWrVqBpe9efMmSpQokeW2EiVK4GYu005MnjwZ8fHx+svVq1cVi9+ZlS8PlC2bMbKXrKf7PbJ9uxwtTUT2pdXKlj5D57p0t40dy9O+5LqcJvGrUqUKjh8/joMHD2L48OEYOHAg/vnnH0XX4evrqx9Aoru4u/h44MYN4MoVoGRJtaNxfk2bAgUKALduyfmPici+oqNztvRlJgRw9apcjsgVOU3i5+Pjg0qVKqF+/fqYOXMmateujXnz5hlctmTJkrh161aW227duoWSzFwspmvlCw4GAgPVjcUV+PgArVvL65zFg8j+4uKUXY7I2ThN4pddenp6loEYmTVu3Bi7du3KctuOHTuM9gkk4zhjh/J0s3gw8SOyv+BgZZcjcjZOUZVt8uTJ6NSpE8qUKYNHjx5h1apViIqKwvb/ZrwfMGAASpcujZkzZwIAxowZgxYtWuCzzz5Dly5dsGbNGvz1119YvHixmpvhlJj4KU+X+P35J5CQALBHAZH9hIXJ0bvXrxvu56fRyPvDwuwfG5E9OEWL3+3btzFgwABUqVIFbdq0weHDh7F9+3a0a9cOAHDlyhXEZWqXb9KkCVatWoXFixejdu3a2LBhAzZt2oQaNWqotQlOi4mf8ipUAJ55RpZ2+eMPtaMhci+enrJki7GkDwDmzpXLEbkip63jZw+sAwRUqwacOSNHobZvr3Y0ruPXX4GiRYH69XmAIVJDhw7A779nvS00VCZ9rOPn/Hj8Ns4pTvWSelq0kHPLcpoxZXXqpHYERO5t+3b5o/bmTXkJDgaaNQM2bgSGDgUWL85oASRyJWzxM4G/GIiI3MelS0DlykBqKrBhA9C7t9oRkbV4/DbOKfr4Ebmi6GjZsrB8udqRELmPjz4C/v3X8H3lygGTJsnro0fLOqZEroaJHxl1/z5gpGIOKeDQIeDbb4E1a9SOhMg9/P47MHUqULcu8OCB4WX+9z85+CouDnjvPfvGR2QPTPzIqIkTgfz5ZWdnUp6urEtUFPD0qaqhELk8rRZ45x15/Y03ZN9lQ/z8gEWL5PWFC4FcpngncjpM/Mios2flfLIsZGob1arJemFJScCePWpHQ+TaVq4ETpyQMxBNmWJ62datgUGDZMmXN96Qff6IXAUTPzJICDniDeCIXlvRaDiLB5E9PH2akey9954spZSbTz8FihUDTp/m55NcCxM/MujuXdkHRqOR/V3INjp0kH95YCGynXnzgGvXgDJlgLfeMu8xRYvKPrg7dwLdutk2PiJ7Yh0/MkjX2leuHJAvn6qhuLS2bWUB57NnZSmJcuXUjojItdy9C/w3myc++kj24TNXjx62iYlITWzxI4M4VZt9FCoENGokT6ffuKF2NESup0AB4N13ZTH6l1+2/nmuXgV27VIuLiK1sMWPDGLiZz/bt8uDExEpL18+YPJkmfxZOxPHkSNAy5aAr6/8bixWTNEQieyKLX5kUKNGwIABQPPmakfi+pj0EdlG5nmp8jL9Wq1aQIUKwL17wIQJeY+LSE1M/MigF1+UM0r07Kl2JO4jORl4+FDtKIhcw8GDslDz77/n/bm8vTPm7l2xQg74IHJWTPyIHMBnnwFFigCffKJ2JETOTwhZrPnECWD1amWes2FDYORIeX3YMBZdJ+fFxI9yiI8HYmJYtNSeSpQAnjyR/f2IKG9++UUWRffzA2bMUO55P/4YKF0auHAB+PBD5Z6XyJ6Y+FEOv/8uB3W0aqV2JO6jfXv599gx4OZNdWMhcmZpacCkSfL62LFAaKhyzx0QAHz5pbw+Z44s7kzkbJj4UQ66Eb0s3Gw/QUFA/fryuhJ9kojc1Xffye+wokXlSF6l9ewJvPAC8PbbcsAHkbNh4kc5sJSLOjh9G1HePH4MTJ8ur0+bJufltYW1a2VR6Pz5bfP8RLbExI9yYOKnDl3i9/vvgFarbixEzujHH4Fbt4CKFeUADFvJXBpGqwUSEmy3LiKlsYAzZZGezsRPLY0ayRaKe/dkwdjnn1c7IiLn8sYbsrhygQKAj4/t1/fPP8BrrwEhIcBPP9l+fURKYOJHWVy/LkeXenmx/4q9eXkB48bJkYilS6sdDZHz0WiA3r3tt760NODoUeDQIWDzZs7tS86Bp3opC11rX6VKsmgp2df06XJEIhM/IvNdvy7LUNlbrVpykAcga/zxlC85AyZ+lEXZssD77wNDh6odCRGReUaMkD9Wt22z/7qnTZN9Cq9fB6ZMsf/6iSylESLzbIaUWUJCAgIDAxEfH4+AgAC1wyE3ceeOHOBRsaLs90dExu3ZA7RoAXh6yrp6avRN3rkTaNdOnmo+cID9cx0Bj9/GscWPyMHMmgW88gqwZInakRA5NiGAiRPl9ddfV29AWtu2wKuvyniGDuWsR+TYmPhRFjt2ABcvytG9pI7M9fzYHk9k3IYNcmBFgQKyi4qaPvtMFo329ZWt9kSOiqN6SS8hIWPqsAcPgEKFVA3HbYWFAfnyATduyFNXNWuqHRGR40lJASZPltcnTgRKllQ3nuLFgehooHJledqZyFGxxY/0YmLk35IlmfSpyc8vY55kzuJBZNiiRcCFC/L7asIEtaORnn2WSR85PiZ+pMfCzY6D07eRs9BqgagoYPVq+ddes85cuiQHU3zwAVCwoH3Waa6nT4H33gNWrVLntSEyhad6SY+Jn+PQJX5798r5Rx3twEbOQ6uVpyDj4oDgYNmVQKlWqYgIYMwY4Nq1jNtCQoB584DwcGXWYcznn8tZM5591rbrscaSJXIuXw+PrP2l7fXaKMWW+w6phy1+pMfEz3FUqiRnTklJAQ4fVjsaclYREUC5crLrwEsvyb/lysnblXjuPn2yJn2ArGfXp48y68hNzZpyxhtHo+tvmH2QnD1fm7yy5b5D6mLiR3pM/ByHRiMnnL9xI6O/H5ElbJmYabWypc/QqHPdbWPH2ubU5sKFwLlzyj+vUrRa430Obf3aKMURknqyHRZwNsGdCkCmpQH588v6U5cuyRk8iMg5abWydSb7gVtHowEKF5a179LSZMtyamrWv6tXy1OVgOxHt2NHxv0PHgCXL+ceR2Qk0LKlUlsFnDgB1K0rW/kuXABCQ5V7bqVERZn3Y03p10Yp5uw7ISFAbKxjn/Z1p+O3pRywkZzUoNUCS5fKkb2O+GVKRObbssX4gRuQLU/37wOzZxtf5ocfAB8fef3ff4E//7Q8jhkzgCtXgObN5Y9Jjcby58hs0iQZe3i4435PxcUpu5y9RUfnvu9cvSqXc8TElXLHxI8AyKKjr7yidhSU3YYNwOLF8vTKG2+oHY37cpZO7mvXAl9/LWM1R6dOsp+ct7dM8jL/9cjUEeitt+Q+qLv/77+B8eNzf/7ISHkBZCtRixbA8uWWvXa61/7334Ht22Vr3//9n/mPt7fgYGWXsychgF9+MW9ZR01cKXdM/Igc2IUL8hSbjw8TP7WoOXLVFK0W2L9fJm6BgfK2ixfl3LXmeucd81ptGjbM+n+bNnJU7fXrhvv5aTRyFosBA2RL4ZEj8vU7eTJr0vfee0CRIjKRrldPJpaZGXrt/fyA48fl4CdHFBYm9w9Tr01ICLBxI/DoEdC1a95bQpWSkCB/aJrD39+2sZANCTIqPj5eABDx8fFqh2JzO3cK8fvvQty7p3YklNnx40IAQuTPL0RSktrRuJ+ffhJCo5HvQeaLRiMvP/2U93WkpQkRGSnEqlXyb1qa8WUfPZLrHDhQiGLFZCw//phx//nzQsyfL/+GhBiOXRd/aKjpdeVG99pkX4eh1+bxYyF27RJi69aM25KShPD1zXhc/vxCtGkjxPvvy2VXrbL9a28rub0206dn3NaxoxBnz6oX6507QqSnZ/z/5ZdC+Pub3ndKl5b73+DBQty4oV7sprjT8dtSTPxMcKcdp2lT+aFevVrtSCiz9HQhSpaU783OnWpH417S0mTyZOjgp2TylH0dISFZk5oHD4T4+muZIPj4ZF22cGEhFiww/tzmJmZKxh8aat5zP3okxJw5QnTvLkSRIjlfXz8/2772tmbqtUlIEOLdd4Xw9pa3e3sLMXGiEPY81Dx5IsSHHwpRoIAQmzfnjN3UvjN6dMZtBQrI53nyxH6xm8Odjt+WYuJngjvtOEWLyg/xsWNqR0LZDRok35u331Y7EvcSGWk88ch8iYzMeMzVq0Jcvy5EYmLWVhRDzG1NvHYt6/0VKwoxfrwQUVFCpKbmvg5rEzNzWdJiaYxWK8Tp0zLB7d8/ozXTktfeEeX22vz7rxBdu2ZsT8mSQixfLl8PW9FqhVi5Uu4HuvW+/HLO5XLbd/btE6Jhw6z3rVxp29gt4U7Hb0uxnIsJ7jIc/O5dOcE4ACQmyrIu5DjWrgX69QNq1ABOnVI7GvexerUsXJubVauA/v3l9fbtZZ9MQPbLLFxYzntduLDs8/bLL7I/l1YLlCgB3Ltn/HlDQzNKZgwdKot6d+8u62xa0ifMWQamZLZqFfDyy+Ytp3vtndm2bbK237lzQJkysqZqvnzKr+fPP+WgnEOH5P9lygCffAL07Wt4n8pt3xECWLMGePddOXobABo3liVtdCPC1eIux29rOEUB55kzZ6JBgwbw9/dHUFAQevbsiZiYmFwfN3fuXFSpUgX58uVDaGgoxo0bh6SkJDtE7Fx0hZvLlmXS54jatpUjLE+fNl1mgZRlzehMITIOjCkpwK1bskTSgQPyoKs7uEZHm076gIySGYCcAmzSJDk9maUDATw95QCO/v3lX0dP+gCgVCnzlnPEkbHW6NxZ/qj75BNg/vyMpE+rBe7cUWYdkycDzZrJpK9gQTky+uxZ+aPS2D6V276j0cj7zp6Vz1ewIFC9uvpJH5nmFInf7t27MXLkSBw4cAA7duxAamoq2rdvj8TERKOPWbVqFd59911Mnz4dZ86cwXfffYe1a9fivffes2PkzkGX+DninJckW4patAA6dADi49WOxn3oRmcaOyhqNLJVLiws47YdO2SB44QEWeD4+HHZ+rFxI/DNNxnLOXutN1uz5rV3dr6+cpR1jx4Zt333nWzpnTtX7ld5ERYmf0AOHSpbFidPVq5VMV8++XznzmUttRMTI1sDExKUWQ8pwynKufz2229Z/v/+++8RFBSEI0eOoHnz5gYfs2/fPjRt2hQv/Xeuply5cujfvz8OHjxo83idDadqc3y7dsl5P6Oj5SlIZzll56wOHwZq1ZIlW/r0kYlG5k4xuoRk7lzDrSD+/vJSpozh53fmWm/24Olp3WvvaiIiZNI0bpwsszJ/vjwDoGPsVGxaGvDttxndBABZszEmRiaStqKbo1hn4kTZvWHpUuDDD4EhQzLmVnbGLgguQ+1OhtY4d+6cACBOnTpldJkff/xRBAYGioMHDwohhLhw4YKoWrWq+Pjjj40+JikpScTHx+svV69edYvOoV26yM65ixapHQkZY87oT1LGli2yzEiPHkKkpNhmgIRuxLAty624AnsMTnFkaWlCLF6cdbBLeLgQsbHGvxOmThWienX5f2CgELdvqxf/zz8LUblyRnw1agixfbt9vs84uMM4p0v8tFqt6NKli2jatGmuy86bN094e3sLLy8vAUAMGzbM5PLTp08XAHJcXH3HOXpUiKVLhTh3Tu1IyBB71JIjad06Iby85Ovbo0dG7UQlRq5mZ49yK67AFq+9s7l/X4i33hLC0zOj/EtuI56LFJE1HVNS1I09JUWIefNk6SFT8Sq93zPxM87pEr9hw4aJsmXLiqtXr5pcLjIyUpQoUUIsWbJEnDx5UkRERIjQ0FAxY8YMo49x1xY/clz2qCVH0vLlQnh4yNe1f3/7HDDdvUWLLHPqlBAtW+ae9BUsqG5LnyH37snkNbfkT6nvMyZ+xjlVOZdRo0Zh8+bN2LNnD8qXL29y2bCwMDRq1Ahz5szR37Zy5Uq88cYbePz4MTw8ch/XwuHgpLaoKKBVq9yXi4zkhOl5sXAhMGKEvD5kiByIYa/+RuzrRJaIjARatzZvOUf7TrDn9xmP38Y5xeAOIQRGjx6NjRs3IioqKtekDwCePHmSI7nz/O/b1IlyXZs7flyWmnj+eTlXJjkWjv60vQULgLfektffegv44gs5+tFedCUziMxx86Z5yznidwK/zxyDU5RzGTlyJFauXIlVq1bB398fN2/exM2bN/H06VP9MgMGDMDkyZP1/3fr1g0LFy7EmjVrEBsbix07dmDq1Kno1q2bPgEkYMsWYPhwOVqMHA9Hf9pe/fqyfuXkyXKkqD2TPiJLOfN3gjPH7kqcosVv4cKFAICW2X4WL1u2DIMGDQIAXLlyJUsL35QpU6DRaDBlyhRcv34dxYsXR7du3fDxxx/bK2ynwFIujk1Xz+z69awlLXQ0Gnm/K9Uzs7cmTYC//wbKlVM7EqLcOfN3gjPH7kqcqo+fvblDH4HnngOOHJEFZnv2VDsaMiQiQtYzAwx/Wa5bB7zwgn1jcmbp6bJ1r18/oG5dtaMhspyx7wRdjcMNG4DwcPvHZQ57xe4Ox29r8aSGGxOCLX7OIDxcfhmWLp31dm9vWRWfSZ/50tKAwYOB2bNlQdtHj9SOiMhyxr4TQkIcO+kDnDt2V8EWPxNc/RfDtWty2iMvL+DJE5lIkOPKPvqzaVO+Z5ZISQFeeQVYv14OqFixAvhvYh8ip+TMI8JtHburH7/zwin6+JFt6Fr7KlZkAuEMTI3+vHZN3s9O0YYlJcmW0S1b5L6+di3Qq5faURHljTOPCHfm2J2dIqd69+3bh4kTJ6Jp06b43//+h8OHDyvxtGRjPM3rGnbulPPKvvKK7L9GWSUmAl27yqTPzw/4+WcmfUTkvqw61Zuamopdu3Zh48aN+Pnnn3H79m14enqiSpUqOHPmDIQQKFWqFHr16oVevXqhRYsWZhVMdjSu3lT84AFw6hTg6ws0bKh2NGStmBhZg/HJE+CTT4B33lE7IscycSLw6adAgQIy+WMrA5Hrc/Xjd15YlPitW7cOmzZtwrZt2/Do0SP4+vqiffv2CA8PR7du3VC4cGHcvn0bmzZtQkREBCIjI5GWlobChQujW7du6NOnD7p06WLL7VEUdxxyFt99B7z+uuyvuW8f0KCB2hE5jsREOYL3f/8DGjVSOxoisgcev42zKPHz8PBAYGAgunTpgvDwcHTs2BH58+c3unxCQgK2bNmCjRs34rfffkO+fPlw+/ZtRQK3B+445CyEAF58UY6Kq1QJOHoU8PdXOyr7yd5RvHZtoFChjBIRROReePw2zqLE7/fff0fr1q3h5WX5mJDk5GRER0ejbdu2Fj9WLa684zx+DHzwgezfN3gwD5Cu4MEDmfBcvQoMGgQsW6Z2RPYREQGMGSMHuOh4ecmyEGvXqhcXEanHlY/fecVyLia48o5z5Igs3lyihPlzP5Lji46WfdjS04FNm4AePdSOyLZ0xWCNfYutWAG8+qp9YyIi9bny8TuvnG/EBSnizBn5lyN6XUtYmOzLNnw40L692tHYllYrW/qMJX0ajXwttFr7xkVE5MgUT/z+/fdftGnTBvnz50f+/PnRuHFjLFmyBFp++zoUlnJxXR98AHz9NZAvn9qR2FZ0dNbTu9kJIU97R0fbLyYiIkeneOL36quvIiEhAStXrsT69evRuXNnzJgxAy1atMDDhw+VXh1ZiYmf68rcX1OrBfbuVS8WW4qLU3Y5IiJ3oHjid+rUKSxbtgzh4eHo0qULpk6dinPnzsHPzw/jxo1TenVkJSZ+ru/pU6BdO6BFC9dM/sydpYSzmRARZVA88atQoQKePn2a5TY/Pz98/vnn2Lhxo9KrIyukpQHnzsnrTPxcV758ci7m9HTg5ZcBV2twDwuTE7sbG5Gu0cjtDwuzb1xERI5M8cRvxIgRGDNmDO7du5fl9tTUVPj5+Sm9OrLCpUtywno/P6BMGbWjIVv68kugQgXgyhXgzTeND4RwRp6ewLx58nr25E/3/9y5zjNpPRGRPShezkU3NVuBAgXw0ksvoXbt2tBqtViyZAnGjBmDIUOGKLk6m3LV4eBCADduyI7vnMnA9R06BDRtKlt6ly2TNf5cQWoqkJAA7N6ds45faKhM+sLDVQuPiFTkqsdvJSie+F25cgUnTpzIcrlw4QJ8fHxQs2ZN/aVGjRoOX8yZOw65ipkzgffek/PVHj0KVK6sdkR5N38+MH26nId30KCsM3eEhbGlj8id8fhtnF0KOCcmJuLUqVNZksHTp08jPj7e1qvOE+445Cq0WjnQIzISaNJEDvZw5tla7t+XU9M9eAAsWiRPYxMR6fD4bZzlc68ZMHr0aMyZMwd+fn6Ij49HYGBglvsLFCiARo0aoRHPKzqE//1Pnu4dOhQoX17taMgePD2BH34A+vWT/f6cOekDZK3CBw+AmjUBJ+o9QkSkOkUSv/j4eCQlJcHPzw+FCxdGmTJlULt2bdSqVUv/95lnnoHG2Y82LmLxYuDuXeCFF9SOhOypdGnXKGZ89qwsUA0An38u5+UlIiLzKH6qNyYmBidOnNCf2j158iSuXLmC/Pnzo3r16jh48KCSq7MpV2wqvnsXKF5cXn/8WPb5Ivf0119A2bIZ+4Oz6NoV2LoV6NYN+PlntaMhIkfkisdvpSjyW3nw4MGoXbu2/vLiiy/ixRdf1N8fHx+vTwJJXTEx8m+ZMkz63NmyZcAbbwCdOgGbNzvPqd/ff5dJn5eXHNRBRESWUSTx8/Pzw7p16zB16lQkJiaidOnS+iSwTp06qF27NsLCwtC8eXMlVkd5wBk7CADq1gU8PIBffgEWLgRGjFA7IvMcOybjHjXKNUYmExHZmyKJX7Vq1fDFF1/A19cXFy5cyDJ698cff8Tly5eRP39+1KhRAwcOHFBilWQlJn4EAHXqAJ98AowbB0yYIOv8PXjg+OVQJk0CunSR/RWJiMhyiiR+Y8eORd++fVG8eHEsXboUU6dORXimyqk81es4mPiRzpgx8tTpr78Czz0nCzzrhITIWTEcsQByjRpqR0BE5LwUmbItODgY//77LwBg1qxZSEhIyHJ/YGAgmjdvjlGjRimxOsqD2Fj5l4kfaTRAnz7yeuakDwCuX5f3RUTYPy5Dli0D/vlH7SiIiJyfIonfqFGj0LFjR3Tv3h0A8MsvvyAmJgZ2qA1NFjp5UiZ/LKlIWq2c+cIQ3Ud37Fi5nJrOn5cFmmvVAs6cUTcWIiJnp0jiN2nSJPz++++oUaMGhBB4//338eyzz6JgwYJo2LAh3njjDXz11VeIdoUiYk7OwwMoVw7Il0/tSEht0dFZ57fNTgg5n7PaH9uJE+W8vO3aAc8+q24sRETOTrHSp40bN0bjxo2xevVqHDx4EL6+vvoBHsePH8eyZcvwzz//4MmTJ0qtkojyIC5O2eVsITIS2LRJDjT57DP14iAichWK17yP1XUiA9C8efMsJVy0ap8zcnPffSc78/frB/TqpXY0pLbgYGWXU5pWK0cdA8CwYUC1aurEQUTkShQ51WsuT0esD+FGoqKAdesyRvaSewsLk6N3TRVvLl1aLqeGZcuAEyeAQoWA999XJwYiIldjUYtfQEAA6tWrh7p166J+/fqoV68enn32Wc7B6yScopSLVis7lTl6QTkX4OkpS7b06SOTP0Njsfz85NR+gYH2jS0hAZgyRV6fNg0oVsy+6yciclUWzdVbokQJ3LlzRz7wv2QvX758qF27NurXr69PBqtXrw4PD7s2JtqEK831JwQQECAP4v/846Cd5CMiZHG5zCMOHLmgnIsw9LKXLCn3lcePgcaNge3bAX9/+8WUkgJ8+SWwZg2wdy/g42O/dROR83Ol47fSLEr8AOD69es4cuQIjh49iiNHjuDIkSO4efOmfLL/kkE/Pz/UrFlTnwgOGTJE+cjtwJV2nOvXZQ7l6Qk8eeKAB9KICNn0lH131LUmb9jA5M+GDDW0njoFtG4tZ/Ro1kwWei5Y0L5xCeE88wgTkeNwpeO30ixO/Ay5efOmPgnUJYXXr1+HRqOBRqNBWvbqsE7ClXacXbuAtm3l/KYxMWpHk41WK2vMGKstotHIrDU2lqd97ezIEaBNGyA+HnjxRWDtWtuvMz1dlh0iIrKWKx2/labI12vJkiXRpUsXTJs2DevWrcP8+fPRpk0bCCFYxNlBOHT/PmcpKOeG6teXp3mrVLHPAIu9e+WUbL/+avt1ERG5I0XKuTx58gRbt27Fhg0b8OuvvyIxMRFCCNSvXx+9e/dWYhWURw8eAN7eDpr4mVsobts2mYnYs7MZoWFD4O+/bd/Ymp4uZwo5c0bW7uvUybbrIyJyR1af6n306BF++eUXbNiwAdu3b0dSUhIAWci5d+/eCA8PR9myZRUN1t5crak4LQ1ISrJ/P61cRUUBrVqZt6yXF/D888B77wFduli2Ho4YVsTOncDixcDKlcr2FV2xAhg4UOb1584BJUoo99xE5F5c7fitJIta/B4+fIjNmzdjw4YN2LlzJ5KTk+Hp6YkWLVqgd+/e6NWrF0qWLGmrWCmPvLwcMOkD5LBRX18gOdn4MgUKAEFBsp/fvn1yDi+dEyfkucE2bYB69QwncxwxrIiEBNnX78ED+RasWydbkvMqMRGYPFlenzKFSR8Rka1YlPiVKFECaWlp8PHxQZs2bRAeHo4ePXqgaNGitoqP3MGECRlJX/aCcrohnStWyATt0iXgjz+Ali0zlomIAGbMkNcDA+V9bdrIy7PPAhs3Gh4xfP26vJ0jhs0WECCTva5d5enYl14CVq+WPyryYvZs4MYNoEIFmZ8TEZFtWDS4I/W/VpaWLVuiefPmKFOmjEvU63N1J04Azz0HjB6tdiQGfPWVvGg0wLvvyqkiMgsJyZqYlSsHDB4sp3PQqV0b6NFDJn3x8cDmzcBbbwHVq8tTuiNHGq5OrLtt7Fh5GpjM0ratTPp8fORb8+qrshuBta5eBebMkddnz5aNv0REZBsWZW1169aFt7c3tm/fjsmTJ6NDhw4oVqwYypcvj969e+P//u//8Ntvv+H27duKBjlz5kw0aNAA/v7+CAoKQs+ePRFjRk2Shw8fYuTIkQgODoavry8qV66Mbdu2KRqbM/j7b1mW48QJtSPJ5vffM5p3Zs0CZs6ULXqRkcCqVfJvbGzurXHh4TITuXsXOHRIPk/bthnTTvxXZ9Igjhi2SseOMunz9pZFlgcPtj53XrkSePoUaN6cDa9ERLZm8eCO1NRUnDp1Sl/A+ejRozh58iSS/ztVpyviXKpUKdSrVw/169fHtGnT8hRkx44d0a9fPzRo0ABpaWl47733cPr0afzzzz8oUKCAwcekpKSgadOmCAoKwnvvvYfSpUvj8uXLKFSoEGrXrm3Wel2lc+i0acCHHwJDh8pO+Q7h7FmgUSPZQjdwoJyYVelKvUlJwPz5wKRJuS+7ahXQv7+y63cDGzcCL7wgk76FC4Fhwyx/DiGAn3+WjblmfjSJiExyleO3LShSwFmr1eLvv//OUsD5xIkTePr0KTQaDbQKn0a7c+cOgoKCsHv3bjRv3tzgMosWLcKcOXNw9uxZeJvZ+zw5OVmfwAJyxwkNDXX6HefFF4H164HPPgPGj1c7mv/cvg306iWTvV27bHd+z9wRwzVqAP/7H9Cvn23icGHr18uz68uWKTPQg4gor5j4GadI4mdIeno6zpw5gyNHjmDAgAGKPvf58+fxzDPP4NSpU6hRo4bBZTp37owiRYogf/782Lx5M4oXL46XXnoJkyZNgqeREh7vv/8+Pvjggxy3O/uOU6uWnH5r2zYHq42WnCyHcxYpYrt16GYFuX7dcD+/zMaOBb74Ql5PT5eXvI5acEPp6TKfz60B96+/5GAOW779ROSemPgZZ7PEz1bS09PRvXt3PHz4EHv37jW6XNWqVXHp0iW8/PLLGDFiBM6fP48RI0bgrbfewvTp0w0+xhVb/LRaWQklORm4eBEoX17FYISQpViaNrXvenXzAOti0NFlJt98I+uTdO4sW/4AOXL45ZflZeBAoGZN+8bspNLTgTfflPvcF18YT/6ePpWzgTx+DPz2myzNSE6K9THJATHxM0FYoGzZsmLcuHFi9+7dIj093azHpKWliR07dojhw4eLWrVqWbI6g4YNGybKli0rrl69anK5Z555RoSGhoq0tDT9bZ999pkoWbKk2euKj48XAER8fLzV8art/HkhACH8/ITI9FKo4/PPZTDvvWf/df/0kxAhIXL9uktoqLzdkGHDsi5bp44QX3whxM2bxteRliZEZKQQq1bJv6q/4Pa3e3fGS/b220IY+5r48MOMt+DJE/vGSAoy9LkKCTH+uSKyE1c4ftuKRYlfmzZthLe3t/Dw8BBBQUFi6NChYtu2bSIlJSXLck+fPhURERHi1VdfFUWKFBEeHh7C19dXvPDCC3kKduTIkSIkJERcvHgx12WbN28u2rRpk+W2bdu2CQAiOTnZrPW5wo5z+LAQlSsLUa+eyoFs2SKERiMPDJ9/rk4MliRmyclCbN4sRHi4EN7eGQc1T08hunQR4sGDrMvzAKj3zTcZL8HkyTmTv+vXhcifX96/erU6MZICfvop4zOd+aLRyIsb7vvkOFzh+G0rFiV+Qgjx4MEDsXz5ctGzZ0+RP39+4eHhIQIDA0X//v3FvHnzRK9evUSBAgWERqMRAQEBom/fvmLNmjUiISHB6iDT09PFyJEjRalSpcS///5r1mMmT54sypYtK7Rarf62uXPniuDgYLPX60o7TqaXwf5OnRKiYEF5UHj9dePNQI7q7l0hvvpKiOefl9vwzDNZt2HhQh4As/nyy4yXYdq0rDl3hw7y9saNnW9XoP+kpeX8oZN93w8NdctWb3IMrnT8VprFiV9mT548ERs3bhQDBgwQRYsWFRqNRgQFBYnXX39dbN261eyWtdwMHz5cBAYGiqioKBEXF6e/PMl0jujVV18V7777rv7/K1euCH9/fzFq1CgRExMjtmzZIoKCgsRHH31k9nq54yjg1i0hypWTB4OWLWVLmjM7c0aIP/7I+P/xY8NJHw+A4osvMl6GgICcL83MmWpHSFaLjDS+z2e+REaqHSm5KR6/jctT4pdZWlqaOH36dJYWNqUAMHhZtmyZfpkWLVqIgQMHZnncvn37RMOGDYWvr6+oUKGC+Pjjj7P0+csNd5w8SkoSomlTeQCoWFG2nLmar7/mAdCEV181nRO7YWOoa1i1yrz9ftUqtSMlN8Xjt3GK1arw9PRE9erVlXq6LIQZA4+joqJy3Na4cWMcOHDABhE5jypVZLmMtWuBMmXsvPJffwX+/FNOpbZlC+CKczpnnjrOlLg4m4bhiLRaOfmKKWPHytn2OAjUyQQHK7scEdkNi5S5sHv3gH//lddVqZXWsyewerVcedWqKgRgBzwAGhUdDVy7Zvz+zLPltWxpt7BICWFhgL8/8OiR4fs1GjnPdliYfeMiolwx8XNhuumMQ0OBggXtuGIhMgq4ufpMGGFh8gBnrEC0Gx8AzW3kdMPGUOe3d6/xpA+Qn4VPPmFTLpED8lA7ALKds2flX7s2th07BrRuDdy4YceVqsjTE5g3T17PXq1Y9//cuW55AGRjqIt68AB45RV5vVUr+cMmM4//Div799s3LiIyCxM/F2b3xC8uDujeXc6PO3mynVbqAMLDgQ0bgNKls94eEiJvDw9XJy6V6RpDjc3eodHI1mg3bAx1XkIAQ4fKc/jPPAP8/DNw6ZLszLlqlfy7ebNcdsECOS0LETkUJn4uzK6J39Onsk/ftWtyRImuFcxdhIfnPADGxgINGwIdOgBHj6odod2xMdQFxcfL/drbW/bfLVhQvoEtWwL9+8u/XbsCo0bJ5QcNAu7cUTFgIsqOffxcmN0SPyGAwYOBQ4eAwoXlCF5zR7u6Et0BMLMpU4Dff5cHyyNHZId4N6JrDB0zJutAj5AQmfS5aWOo8ypUSJ7C3bcPqF/f+HKzZ8sfPw0bAvny2S08IsqdRphTK8VNOfMkz0LIs65//y37YZcqZcOVzZgBTJ8OeHkBO3ZwiGZm9+8DderI4asDBgDLl6sdkSq0Wjl6Ny5O9ukLC2NLn8t79MjtfuiQ43Dm47etMfEzgTuOGX76CejTR15fsgR4/XV143FEunol6enADz9kdIwnchbvvAP4+QHTpskfeJYSQv4IcsVanuSQePw2jn38yDJarRy8sXq1/Fu7NlC9OjBuHJM+Y8LCZIsoAAwfDpw7p248RJbYvh2YMwf48EP5I8ZSt24BnTsD7dsDKSnKx0dEFmHi56JSU23wpBERQLlysoTDSy/Jv61ayRG8c+bYYIUu5H//A1q0AB4/lrUNk5PVjogod7dvAwMHyusjR8rPu6W0Wtn/9+jRjB9ARKQaJn4uasgQIChIwS5lERHylG72qRiuXwdefTWjhAMZ5ukJrFwpZzFJSpIHVCJHJgTw2muyxa56det/3JUqJbuBALKos4HpNYnIfpj4uaizZ2UVBUX6Vmu1climoe6gutvGjpXLkXEhIXLwy+HDsoAdkSNbsADYtg3w9ZVdO/IyOjc8XP4aFUIOcnrwQLk4icgiTPxckBAKl3KxZNJVMq1ePSB//oz/09PVi4XImJMngYkT5fVPPwVq1sz7c86dC1SqJL8rhg83/EOSiGyOiZ8LiouTlRQ8PYGKFRV6QiWXI5nwzZolO72zpZQczblzcvRuly6yb58SChaU3R08PYG1a+V1IrI7Jn4uRqsF1qyR10uWtK7yQg6cdFV5V64AH30kR0x+8ona0RBl1bu3LDi+dKnxOfes0bChHODxzDN2nkSciHRYx88EZ6sDFBFheIaEefPyOEOCVitH816/bvj0jEYjVxQby6q8lvj+e9l53tMT2LMHaNJE7YjI3QmhbKJnSFqaHNVeoIBt10NuzdmO3/bEFj8XYWrQbZ8+8n6r6SZdNZb0AZx01RoDB8qyOFqt/MsO76Sm69flNGy27qvr5ZU16bt/37brI6IsmPi5ALsMug0PB557LuftISFyMlZOumo5jQZYuFB2xLx8GRg6lB3eSR1arSzLdOwY8Pbb9tkPhZA/GMuUAQ4etP36iAgAEz+XYLdBt3v3yj5p69YBq1bJSdhjY5n05UVAgCyV4eUlp79bvFjtiMgdffqp/Dznzy+nFbT16V6dgweBxETg5ZfliDQisjkmfi7AboNufX3ltEsvvAD07y/nn+Xp3bxr0ACYORPw8WF5F7K/w4eBKVPk9QULgMqV7bNeXYt3aChw4YI8LUFENsfEzwVw0K0LGD9e1k4bPlztSMidPHok+5empckfdK+9Zt/1FyqU0cK4dKls9SYim2Li5wLCwmRXO2NnZzQa+aM6LMzKFQgBtG4NjBsH3LtndZxkgocHUKVKxv+cy5fs4a23gPPnZT+7b76x3ynezFq0ACZNkteHDpWDTIjIZpj4uQDdoFtDFBl0e/q07P/zzTdZZ50g2zhyBKhRA1i/Xu1IyJWlpAAJCfJHx8qVQOHC6sXywQdyVpsHD+Rod3Z5ILIZJn4uIjxcDq7NntwpMuh22zb5t3XrvM3XSeaJiJCtMEOHApcuqR0NuSofH/nlcOhQHk4HKBjLjz8CgYFA27Yc3U5kQ0rM60AOomXLjJItS5bIaTHDwhQYf6FL/Dp3zuMTkVnefx/44w/gwAHZ/2r3bsDbW+2oyFWkp8tTAbpL/fpqRyRVrSp/6BQqpHYkRC6NLX4u5OhR+bdSJeD11xUadPvwIfDnn/J6p055fDIyi7e3LJcTEADs3y8TQSKlzJgB9OsnP9uOJnPS9/QpkJSkWihkY1otEBUly1lFRXHOcjti4udC/vpL/lX0B/yOHfID+eyzQPnyCj4xmVS+vGy2BWSplz/+UDcecl6ZD7ALFsjEb906YOdOtSMz7sQJWTD+nXeYILiiiAg5DWirVvKsRqtW8v88TTFF5uKpXheiS/wMTbBhta1b5d8uXRR8UjLLiy/Kg/OSJcArr8gm3bNnZUHG4GCFzuOTSzM0gTcgTwf06aNKSGaJiwP++UdeVq8G7t7NuE+RCchJNbr5RbP349TNL8qZoGyOLX4u5IUX5HiAli0VfNLgYKB0afbvU8vcuUC1akCJErIpl7+QyVzGJvAGZL9RR953OnbM+M7JnPQBCk1ATqqwy/yilBuNEBw+ZUxCQgICAwMRHx+PgIAAtcNRjxDy4sHfCapYulR22sz+UdXV6uEvZMpOq5U/DIzN5ajRyJaz2FjHbDXWaoGyZY3X9HP0+MmwqCj5ozU3kZF5bsHg8ds4HskpdxoNkz61aLXA9On8hUyWsdsE3jYSHW26kLOjx0+G2W1+UTKFR3MXcfSo7OOn6IQPp04xoVCbsx/ASR3OfoB19vjJMM4v6hCY+LmIjz4CGjQAvvpKoSe8cweoXRsoWVJW9yd18ABI1nD2A6yzx0+G6eYXNSbP84uSOZj4uQjFR/Ru3y5bk0JCZD05UgcPgGQNm0/gbWPOHj8Z5ukJDB5s+D5F5hclczDxcwG3bsmzfRoNULeuQk/K2TocQ24HQIAHQMrJw0PWghQi577jDAfYzBOQO2P8ZFhqqhyMBgAFC2a9T5H5RckcTPxcwJEj8m+VKoC/vwJPqNUCv/0mrzPxU5epA6BO9+48AFJWP/4o+316eclSQJk5ywFWNwF56dJZby9QQH7RNW2qTlxkvYULZW3GokXliOzISDlLUWSk/N/R90kXwcTPBegSP8VO8x44ADx4ABQuDDRsqNCTktWMHQB1p+CXLpXNvkQAcPMm8NZb8voHH8jBQc56gA0Pl/P36uLfvl22ZCYkAAMHynmHyTncuSMrFADAxx8DxYrJki39+ys0vyiZizN3uADF+/fpTvN27ChbDEh94eFAjx6yFUc3c0ezZsDIkUDv3jlbdcg9CSH3iQcPZL+PiRPlAVXRqu52lj3+NWtkMfPt22Vr+LhxqoVGFpg6Vc4PXaeOrEtKquFR3QUoPkcv+/c5JkMH8G++USUUclAbNsgZLby8gGXLAG9vtSNSXrVqwBdfAMOHA5Mmyc+EYp2byWZ69ZIzxsyfz9Y9lfFUr5MTAlixAvjkE/lDShFffQX8739Ahw4KPSHZxblz8vSXosUcyWncvStb+wDgvfdkOSZX9eabsgU8NVVOYZiYqHZElJsOHYDTpzkQzQE4ReI3c+ZMNGjQAP7+/ggKCkLPnj0RExNj9uPXrFkDjUaDnj172i5IlWg0QJs2wDvv5BwkZbUmTWRhwOLFFXpCsrnUVHlqfsUKYMgQwzN9kGvbvl0mfzVqyB9urkyjAb79FihVCjh7lqd7HVnmfphs6XMITpH47d69GyNHjsSBAwewY8cOpKamon379kg041fepUuX8PbbbyOMvzLIlXl7y9O+np5yROeHH6odEdnbyy/LPqArVgA+PmpHY3vFisltLVYM6NRJ7WjIkMREoFYt4NNPgZQUtaOh/2iEcL6mgTt37iAoKAi7d+9G8+bNjS6n1WrRvHlzDB48GNHR0Xj48CE2bdpk9nqcYZLnpUtldYN27YAiRfL4ZCkpwPjxQPv2QJcu/HXmjJYsAd54Q17/8Ud5GozIlT1+rODpDlLUtGnyR2i5crKMS758dlu1Mxy/1eIULX7ZxcfHAwCK5JLpzJgxA0FBQRgyZIhZz5ucnIyEhIQsF0cmhDyj068fYMGZb+P27pX9+4YONV0wmBzX0KFyJCcAvPYa8Oef6sZDtjdnjuzf6a4yJ323bnF+cUdx6ZLcNwHZ4mfHpI9Mc7rELz09HWPHjkXTpk1Ro0YNo8vt3bsX3333HZYsWWL2c8+cOROBgYH6S2hoqBIh28yNG7Jkl6enQv24daN5O3WSlf/JOc2aBfTsKVtwe/YELlxQOyKylV9/lR1869YFbt9WOxp1bd0KVK8u939S39tvA0lJQKtWzlM30k043dF95MiROH36NNasWWN0mUePHuHVV1/FkiVLUKxYMbOfe/LkyYiPj9dfrl69qkTINqMr41KtGpA/vwJPyDIursHDA1i5Utb3qVyZcy27qoSEjNP6Q4cCQUHqxqO2u3eBe/dkkeADB9SOxr398Qfw008ZMw/xDJJDcao6fqNGjcKWLVuwZ88ehISEGF3uwoULuHTpErp166a/Lf2/kUVeXl6IiYlBxYoVczzO19cXvr6+ygduI4oWbo6NBc6ckR/U9u0VeEJSVYECsjXI3x/w81M7GrKFiRPlrBwVK8qZENzdgAFyqsk1a2Tf1uPH+aNHDWlpwJgx8vrw4UDNmurGQzk4RYufEAKjRo3Cxo0b8ccff6B8+fIml69atSpOnTqF48eP6y/du3dHq1atcPz4cYc/hWsuRadq07X2NW0KFCqkwBOS6ooXz5r0RUezzIur2LULWLxYXv/2W4Wa/J2cRgMsWiQHEsTGZtQ0JPs6cECW2ClaVE4ZSA7HKRK/kSNHYuXKlVi1ahX8/f1x8+ZN3Lx5E0+fPtUvM2DAAEyePBkA4Ofnhxo1amS5FCpUCP7+/qhRowZ8XKDUgRAKt/jxNK9r+9//gObNMzpbk/N6/DhjyqsRI5x7OjalBQbK0ey67g4rV6odkftp1gw4eRJYvlyBUhNkC06R+C1cuBDx8fFo2bIlgoOD9Ze1a9fql7ly5Qri4uJUjNK+rl6Vc157eckySXmSni5PGQFM/FxVyZLy76RJckovcl4LFsgRk2XKcCCDIU2ayH5+gEyML15UNx539OyzsiQYOSSnrONnL45cB0gI4MoV4N9/ZQ0/RZw/L/sLsSOua3rrLZk05Msn58xs0EDtiMgaqalyjsbnn2d/XGPS0uRo0meflfP6FiigdkSu78wZWUnAQaYKdOTjt9qY+JnAHYdcSlqanN902zagRAng0CHZakTkipKSOLDJXoQAWrSQdUO//VbWEFUZj9/GOcWpXrIhIWQLArk+Ly854rFmTVnotmtXWRKEnMOOHZz2yhKZk770dHmKhGxj3To5eMzXV04eTw6NiZ8TEgJ45RVZweHRozw+2b//ytFXL73EEZ/uwN8f2LJF9vk7dSpjUA85toMHgY4d5en5PH/o3cydO/K1a9oUuH9f7Whcz5MnGbMFTZrEswhOwKnq+JF0+bIcuObtLYuj58m2bfJAcvcu+/a5izJlgF9+kX06+/WTt2m18hd7XBwQHAyEhXGuZkeRnCxPnaWny5Fc/v5qR+Rc8uWTX5rXrslC1xs28LtOSZ98Ikcbli0rZ5Ehh8cWPyekK+NSs6ZsWc+TrVvlX47mdS/PPZeR9EVEyNpnrVrJlt9WreT/HP3rGD78UHacL1ECmDtX7WicT8GCwKpV8pdyRATw3XdqR+Q6Ll0CZs+W1zkfr9Ng4ueEFKvf9+gRsGePvM6h9+4pIgLo0yejnI/O9evydiZ/6jp2LKNky9dfy24ZZLn69YH/+z95fcwYWWCY8k43H2/LlkDv3mpHQ2Zi4ueEFJuxY9cuObCjUiXgmWfyHBc5Ga1WHgQN9e3U3TZ2rFyO7C8lRZ7i1WqBF17gRPd5NX480Lat7JPWv788hU7W043kLVaM8/E6GSZ+TibzjB316+fxyThbh3uLjs7Z0peZELLvTnS0/WKiDLNnAydOyFa+L79UOxrn5+EBrFghE5Xjx+VsNmQ9jQYYPVqOls7zLAJkT0z8nMzFi8DDh4CPD1CjRh6eSAgmfu7O3Jlu3GhGHIfSt6+cZm/BAiAoSO1oXENwMLB0KVCliuzPqtUCUVHA6tXyL1u3zZP5LAH79TkdJn5O5uJFWZ6qVi2Z/FktJUVOZ9SqlWyuJ/cTHKzscqSsZ54BIiMzBuGQMrp1k6WMLl3ioCZr3LsHNGwoKwOwBJhT4swdJjhq5e/UVFmaqlQptSMhp6bVygPd9evGv8BDQ4HYWJZ2saebNzPmVibb0A1qyr7f6/qpbdjAPpXGjBgBLFwoWx+OHnXY7wZHPX47Arb4OSFvbyZ9pABPT9kpGzDcMVujkeVDHPSL3WVkPt24YgVQvrycV5mzdNgGBzVZ78QJ4Jtv5PX58/nd4KSY+Lmjhw+BtWuBBw/UjoTUFh4uWzdKl856e0gIWz3sIXsNxYEDZXmM6Gj5C4+Ux0FN1hFCJszp6XKUObsIOS0mfk7k/HlZtHn48Dw+0e+/y35D/OASIJO7S5dkf7JVq+TfS5cykr7bt9WMznUZq6EIyJaVjRvtH5M74KAm62zYAOzeLTuZz5mjdjSUB5yyzYkcPgycPg0UKJDHJ9LN1tGxY55jIhfh6SmLsGam1cpZI+bMAfbvZ8kGJZk63agzdizQowdPpymNg5rMp5vK8dKljOnY3n1XTs9GTostfk5EkRk70tOBX3+V11nGhUzx8JDVwp88kS3EiYlqR+Q6eLpRPWFhsiuDqYLDgYFyOXeWuRvCa6/JEYWenkDlympHRnnExM+JKDJjx5Ej8gPs7w80bapIXOSiNBpg2TI5kujMGdlCRcrg6Ub15DaoCQDatXPvllZj3RC0WuDll1nyxskx8XMS6ekZiV+eZuzQFW1u356dxyl3xYoBK1fKA+R338lBQZR3PN2oLmODmkJDgenTgXXr1InLEZjbDYGjnp0WEz8n8e+/wOPHskj6s8/m4Yk4WwdZqlWrjOmt3nhD1vWjvMntdKNGI5MQdz/daEuGBjXFxgLvv5/xvjx5AkyaJL983QW7Ibg8Jn5OQtfaV7cu4GXtkJz79+UIEYADO8gy06fLrgEJCbK/X2qq2hE5t6tXgSlT5PXsyZ/uf9ZQtD3doKb+/eXf7K/34MFyzuQ2bYC7d9WI0P7YDcHlMfFzEkIAVasCzz+fhycpUkROqL12LStAk2W8vIAff5T7zeuv5+HXByExUY7WnToVmDmTNRQd2bhxQNGiwKFDQLNm8vvT1bEbgsvjlG0mOOKUL0KYHoxGZFNJSbKOF1lHCKBvX2D9eqBECTlUPzhYnjaLi5PXw8LY0udIzp6VfaKvXpVJ+vbtQPXqakdlO1otUKYMcOOG4fs1GvnjxMGncnTE47ejYIufk2HSR6rKnPQ9eCBHiJP5Zs2SSZ+3N/DTT/IAmtvpRlJX1arAvn2yc/X16zIx379f7ahsx9MTaNTI8H3shuASmPg5gZQUBQZQ7d8PdOoky3MQ5dXhw0CdOsCrr8oh55S7rVszBsl8+SXLKTmTkBDZKtuokfzB06+f686lfOlSRpH/okWz3sduCC6BiZ8TWLNG1hMdPToPT/Lzz8BvvwE7dyoWF7mxAgVka9/27cDnn6sdjeOLiZFz8QoBvPmmHB1NzqVoUfn9+cILstXWx0ftiGxj0iQgOVkOaLl5M+eoZyZ9To89tJ3AX3/J/uB56k/PMi6kpGrVZBHcN94AJk8GmjfP48gjFzd9uhwR3awZMH++2tGQtQoUyFnj78oV2SfOFWi1QFCQTGo//1wedLJP5UhOjy1+TiDPM3ZcuwacPCn7Z3TooFhc5OZef122fqSlyf5pCQlqR+S4li6VTfYbNrhuS5E7OnxY/giaNMl0wWNn4ekJLFggk1nOze2ymPg5uLQ04Ngxed3qxE83N2/DhnImBiIlaDTA4sVywvaLF4Fhw1zj4GcL+fPLlr4SJdSOhJR04IA8HTN7NjBkiPzCdgXcT10aEz8Hd+YM8PSpnFr3mWesfBKe5iVbKVQIWL1athSsXi1r/ZH000/Ahx9y8IsrGz1aTmXo4SEHzvXuLb+wnU1iopyD9/RptSMhO2AfPwenO81br578brFYcjKwY4e8zsSPbKFxY5ngHDokR44TcOoUMHCgPKCGhgKDBqkdEdnK4MHyTErfvnIQXfv2wC+/yB9FzmL2bDmA4/BhWbfQqoMNOQsmfg7ur7/kX6tP8965I0sQnDsn53sjsoVJk+SpXxaaBO7dkzNzJCYCbdsCr7yidkRka927A7//DnTrBuzdKwc77dolZ0ty9OLcV67IxA+QM8kw6XN5fIcdXL16QNeu8nvEKiEhsgTB+fP8QJPteHhkJH1CyL5P7igtTbb8xMYC5cvLWkyc3s49hIUBe/bIBK9MGVn+pFw5oFUrWcqnVSv5f0SE2pFmNXmynJGneXOWanETnLLNBE75QmSh9HRgwADZ12/zZtkS4k7Gjwe++EKW/di/H6hZU+2IyN4uX5Yzfbz8cs7BTrofR45SBPnAAdlVQ6ORp5fq1VM7IsXw+G0cm4Bc2cOHsgAnkb14eAAlS8rrr70mSwm5ix9+kEkfACxfzqTPXYWEAO+8Y3iEu+62sWMVmI4pj4SQcQCyD6oLJX1kGhM/B3b1qvF5ss2ycqU87TBsmGIxEeXq//5Pdkq9f1+2eqh9gLOX9HRZo2/KFDm6k9xTdLTpHzxCyC/36Gj7xWRIRARw8KBsnf74Y3VjIbti4ufAZs4ESpcG3n/fyifQlXGpWFGpkIhy5+MjS7sULCj7PH30kdoR2cfAgcDRo8AHH6gdCakpLk7Z5WylWzfZQv3xx7KBgNwGex07MN2I3mrVrHjwkyeyczHAMi5kf5UqAYsWyRGtM2bIjuMajWOPbrRGSgrw6FHGZPbVq6sbD6nP3CRK7WTLxyfjVC+5Fbb4OaiUFODECXndqlIuUVFypFaZMlZmjkR59PLLshUsPR1o187xRzda46235AdU92ElCguT/fxMlTYqXVoup4b4eHmAIbfFxM9BnT4tP5uFC8uqEBbLPFsHa6uRWtq1k3+z9/O7fh3o08e5k79vvpGXy5fl9hABsiV73jx53dh3b4EC9osnu7Fj5cAjtfsYkmqY+Dko3Ywd9etbmLdptfIU79q18v8OHRSPjcgsWi3w7ruG73Ok0Y3W2LsXGDVKXv/4Y3anoKzCw2XJltKls95esqSc0WP6dHW6Ohw5Anz/PfDvv/JUL7kl9vFzUFbN2BERAYwZk3VE2ahR8lSbI9SMIvdiyejGli3tFpZVtNqMGRg8PeXnKi0NePFF48ktubfwcDmDS/aZO5KS1GnxEwIYN05ef+UVoGFD+8dADsEpWvxmzpyJBg0awN/fH0FBQejZsydiYmJMPmbJkiUICwtD4cKFUbhwYbRt2xaHDh2yU8R5p0v86tc38wEREfLUWfYD7Y0bzn9KjZyTs4xuzE1ERNYZGPr2lVMhli0LLF3KrhRknKen/FHTv7/86+mZNem7cQOYP98+sfz0k0xC8+WTJSPIbTlF4rd7926MHDkSBw4cwI4dO5Camor27dsjMTHR6GOioqLQv39/REZGYv/+/QgNDUX79u1x3Un64kycKBvvGjUyY2GtVi7s6AVDyb2YO2oxKcm2ceSFsR9UgJzjdPt2+8dEruHxY6BpU/ndPXeubdeVlCQPKoAsLh0SYtv1kUNzyinb7ty5g6CgIOzevRvNzZzEVqvVonDhwvjyyy8xYMAAsx7jNFO+REXJ1ojcREY6/ik1ch1arWwpu37d8I8SHQ8Peer0/fflaCZHoYvf2OlqjUYeQGNjXaM0DdnfrFlyrlwAWLVKtgzacj2lSsn+fWoOLrETpzl+q8ApWvyyi4+PBwAUKVLE7Mc8efIEqampJh+TnJyMhISELBen4Cqn1Mi1mBrdqNHIS8OGsg/q/PnAP//YP0ZTnGUGBnJekybJkkCALH20Y4dt1qPrOzRrllskfWSa0yV+6enpGDt2LJo2bYoaNWqY/bhJkyahVKlSaNu2rdFlZs6cicDAQP0lNDRUiZAttmOHnPDAxJnsrJylYCi5H2OjG0NC5O0HDsgdfupUedpLJ09zFSogKQlYt868ZfmDiqyl0cjZM/r2BVJT5edFV9JBSevXA3/8IWtrkttzulO9w4cPx6+//oq9e/cixMx+CrNmzcLs2bMRFRWFWrVqGV0uOTkZycnJ+v8TEhIQGhpq96biunWB48dl96Jevcx4AE9JkaPLPCo2t5k7Ll2SRcd79wY++USenrKXixfljCNLlwL37pn3GHahoLxKTga6dAF27QKCgoA//5Sz35DVeKrXOKdq8Rs1ahS2bNmCyMhIs5O+Tz/9FLNmzcLvv/9uMukDAF9fXwQEBGS52NvTp7J4M2BBKRdPT+C99wzfpzvFNncukz5Sj6HRjcb8/rtscVu5EqhcWSZ/mX6Q2czgwfJgO2eOTPpCQoCAAOOjdjUaIDRUvRkYyHX4+spf+nXryun/fH3z/pxCyK4Wd+/m/bnIpThF4ieEwKhRo7Bx40b88ccfKG/mVBazZ8/Ghx9+iN9++w3PWTXvmf2dPCnLgxUvbuHAK93pgexfGLpTaqzjR87ijTeAQ4eAxo1lf4d33wVq1AC2blV2Pbdvyw+bTmioPFh26ABs3ixbyJctk/cZ6qMI8AcVKScgAPj1V1kcXIluRj//nDFLhyOPnCe7c4rEb+TIkVi5ciVWrVoFf39/3Lx5Ezdv3sTTp0/1ywwYMACTdaOjAHzyySeYOnUqli5dinLlyukf8/jxYzU2wWyZCzebXR7s4kVg+XJ5fedOeepp1Sr5NzaWSR85n+eekwfAFSvkbAfnzwNdu8rTv3npnSKEPOX80kvyR5FuakNAjiw+dw747Tege3fAyyv3Por8bJGSSpQAMg9A/OMP61q7U1KAt9+W1wcPBvz8lImPXINwAgAMXpYtW6ZfpkWLFmLgwIH6/8uWLWvwMdOnTzd7vfHx8QKAiI+PV25jcvHaa0IAQkydasGDhgyRD+rQwWZxEakmIUGId94RwttbiGnTDC+TliZEZKQQq1bJv2lpOZ/j66+FqFFDflZ0l7FjzYsht+cnUto33wih0QjRt68QWq1lj/3sM7l/lywp9303pMbx21k4xZRtwoxf+FFRUVn+v3Tpkm2CsTGrpmp75x35C2/4cJvERKQqf3/Zz2/IkKz9Hw4elC10+fLJU1qZBzeFhMj+TV26yGmqfvhBFswF5PIvvyw/L/XqmReDro8ikb2ULy9bndeula3eX3xh3mmgu3eBGTPk9Y8/lp8fokycblSvPdl7VNCTJ/Izmp4uj2HZzy4R0X+0WlkD0FjpC90Bcv164P/+Dzh6FKhSBRgxAhgwAChUyG6hEllt9WrZLQGQNfgmTcr9MSNHAl9/DdSpI1sS3LQPKkf1GucULX7uwsdHdms6dcrMChbp6XLWAyJ3k54u+9cdPWp8qkKNRrb2ffutbDlp1Yrz6pJz6d8fuHkTGD9eDnIqWVIWejbm779lOSJAthC6adJHpjHxcyBeXnIgY+PGZj5g2DDZTDhjBlChgk1jI3Io3t5AkyamB3roZtbw8eFpWnJe48bJ5G/2bNndoXhxoHNnw8uWKAG8+aY83ct9noxgc5GzunhRFpn98UdZloLI3XCqQnIXs2bJLgparTwtZEyxYvI075o19ouNnA5b/BzIjBmyfFN4OBAYmMvCH38svwQ6dgQaNbJLfEQOhVMVkrvQaGSXha5dgT59Mm7XzYhz/brsFK6bEYddgMgEDu4wwZ6dQx8/lvU7hZDTlJo8Vl28KGc00GqB/fuZ+JF70k1VeP264VO+nKqQXNnatfI0cOYW7RIlZIsf60tycIcJ/FngII4fl8eu0qXNaKBgax+RTObmzZPXObMGuZOVK4F+/XJ2Y7h1S7YIRkSoExc5BSZ+DkJXv69+/VwWzDxLx/TpNo2JyOFxZg1yN1qtrN1qytixcjkiA9jHz0HoypHlWrj5s8/Y2keUWXg40KOH7OsUFyebzHV9nYhcjW4/N0Y3mj06miN7ySAmfg7C7Bk7Zs2SrRlt2tg8JiKnwZk1yF1wNDvlERM/B/DoERATI6/neqrX3x+YPNnmMRERkQPiaHbKI/bxcwCnTsnW+TJlgKAgIwslJpouVktERK4vLEye9TE2C41GI+uChYXZNy5yGkz8HECTJnIw1saNJhYaPRpo0ECWbyEiIvfE0eyUR0z8HERQEFCvnpE7L1wAVqyQI0BYmJOIyL1xNDvlAfv4OQNd3b5OnYCGDdWOhoiI1MbR7GQlJn4qi48H+vaVo3lnzDDQoHf+vGztA1i3j4iIMnA0O1mB5w1VdvQosH078OOPRs7isrWPiIiIFMLET2Um6/edPw/88IO8ztY+IiIiyiMmfirTzdhhsH7f99+ztY+IiIgUwz5+KjPZ4jdjhhzqW768XWMiIiIi18TET0UPHshKLYCRUi4eHhyWT0RERIrhqV4V6U7zVqgAFCmS6Y47d+RMHUREREQKYuKnotu3gYAAA6d5J06Up3dNTuVBREREZBme6lXRSy8B/foBjx9nuvH8eWDlSjmoI3tVdiIiIqI8YIufyjw8ZKuf3kcfyaSvc2fg+edVi4uIiIhcDxM/R6Jr7QOA999XNRQiIiJyPUz8VLJjB1CpEjBhQqYbda19XboADRqoFhsRERG5JiZ+Kjl8WJZyuXHjvxsyt/Zxlg4iIiKyASZ+KslRuPn339naR0RERDbFUb12ptUC0dHAnj3y/7p1/7tjxAggLAzw4ltCREREtsEWPzuKiADKlQNatQLu3ZO3vfqqvB0AULMm8OyzaoVHRERELo6Jn51ERAB9+gDXrmW93fPGVbzdOzYj+SMiIiKyESZ+dqDVAmPGAELkvO9DTEEMKuPokK+g1do/NiIiInIfTPzsIDo6Z0sfAFTCObyClfBGGn572BDR0faPjYiIiNwHRxLYQVxcxnUPaBGGaAQjDgPxPTyRjl/QFUfwXJbliIiIiJTGxM8OgoPl316IwDyMQSiyNv/tQViW5YiIiIhsgYmfHYSFAa8XjcA39/oAyNrRTwD4BO8ivmglhIWFqxIfERERuQf28bMDT2gxD2MAiBwvuOa/v3MxFp7g6A4iIiKyHSZ+9hAdjfz3rhl9sT0gkP/eVXB0BxEREdkSEz97MHfUBkd3EBERkQ05ReI3c+ZMNGjQAP7+/ggKCkLPnj0RExOT6+PWr1+PqlWrws/PDzVr1sS2bdvsEK0B5o7a4OgOIiIisiGnSPx2796NkSNH4sCBA9ixYwdSU1PRvn17JCYmGn3Mvn370L9/fwwZMgTHjh1Dz5490bNnT5w+fdqOkf8nLAwICQE0GsP3azRAaKhcjoiIiMhGNEIYmk/Csd25cwdBQUHYvXs3mjdvbnCZvn37IjExEVu2bNHf1qhRI9SpUweLFi0yaz0JCQkIDAxEfHw8AgIC8ha0bs42IOsUHrpkcMMGIJyjeomIiPJK0eO3i3GKFr/s4uPjAQBFihQxusz+/fvRtm3bLLd16NAB+/fvN/qY5ORkJCQkZLkoJjxcJnelS2e9PSSESR8RERHZhdPV8UtPT8fYsWPRtGlT1KhRw+hyN2/eRIkSJbLcVqJECdy8edPoY2bOnIkPPvhAsVhzCA8HevSQo3fj4mSfvrAwwNPTduskIiIi+o/TJX4jR47E6dOnsXfvXsWfe/LkyRg/frz+/4SEBISGhiq7Ek9PoGVLZZ+TiIiIyAxOlfiNGjUKW7ZswZ49exASEmJy2ZIlS+LWrVtZbrt16xZKlixp9DG+vr7w9fVVJFYiIiIiR+MUffyEEBg1ahQ2btyIP/74A+XLl8/1MY0bN8auXbuy3LZjxw40btzYVmESEREROTSnaPEbOXIkVq1ahc2bN8Pf31/fTy8wMBD58uUDAAwYMAClS5fGzJkzAQBjxoxBixYt8Nlnn6FLly5Ys2YN/vrrLyxevFi17SAiIiJSk1O0+C1cuBDx8fFo2bIlgoOD9Ze1a9fql7ly5QriMs180aRJE6xatQqLFy9G7dq1sWHDBmzatMnkgBAiIiIiV+aUdfzshXWAiIiInA+P38Y5RYsfEREREeUdEz8iIiIiN8HEj4iIiMhNMPEjIiIichNOUc5FLbpxL4rO2UtEREQ2pTtuc/xqTkz8THj06BEAKD9tGxEREdnco0ePEBgYqHYYDoXlXExIT0/HjRs34O/vD41Go9jz6uYAvnr1qlsMM3en7eW2ui532l5uq+tyl+0VQuDRo0coVaoUPDzYqy0ztviZ4OHhkeucwHkREBDg0h+87Nxpe7mtrsudtpfb6rrcYXvZ0mcY02AiIiIiN8HEj4iIiMhNMPFTga+vL6ZPnw5fX1+1Q7ELd9pebqvrcqft5ba6LnfbXsqJgzuIiIiI3ARb/IiIiIjcBBM/IiIiIjfBxI+IiIjITTDxIyIiInITTPxs5KuvvkK5cuXg5+eHhg0b4tChQyaXX79+PapWrQo/Pz/UrFkT27Zts1OkeTNz5kw0aNAA/v7+CAoKQs+ePRETE2PyMd9//z00Gk2Wi5+fn50itt7777+fI+6qVauafIyzvq8AUK5cuRzbq9FoMHLkSIPLO9P7umfPHnTr1g2lSpWCRqPBpk2bstwvhMC0adMQHByMfPnyoW3btjh37lyuz2vp594eTG1ramoqJk2ahJo1a6JAgQIoVaoUBgwYgBs3bph8Tms+C/aQ2/s6aNCgHHF37Ngx1+d1xPcVyH17DX1+NRoN5syZY/Q5HfW9JeUw8bOBtWvXYvz48Zg+fTqOHj2K2rVro0OHDrh9+7bB5fft24f+/ftjyJAhOHbsGHr27ImePXvi9OnTdo7ccrt378bIkSNx4MAB7NixA6mpqWjfvj0SExNNPi4gIABxcXH6y+XLl+0Ucd5Ur149S9x79+41uqwzv68AcPjw4SzbumPHDgDACy+8YPQxzvK+JiYmonbt2vjqq68M3j979mzMnz8fixYtwsGDB1GgQAF06NABSUlJRp/T0s+9vZja1idPnuDo0aOYOnUqjh49ioiICMTExKB79+65Pq8lnwV7ye19BYCOHTtmiXv16tUmn9NR31cg9+3NvJ1xcXFYunQpNBoNevfubfJ5HfG9JQUJUtzzzz8vRo4cqf9fq9WKUqVKiZkzZxpc/sUXXxRdunTJclvDhg3Fm2++adM4beH27dsCgNi9e7fRZZYtWyYCAwPtF5RCpk+fLmrXrm328q70vgohxJgxY0TFihVFenq6wfud9X0FIDZu3Kj/Pz09XZQsWVLMmTNHf9vDhw+Fr6+vWL16tdHnsfRzr4bs22rIoUOHBABx+fJlo8tY+llQg6FtHThwoOjRo4dFz+MM76sQ5r23PXr0EK1btza5jDO8t5Q3bPFTWEpKCo4cOYK2bdvqb/Pw8EDbtm2xf/9+g4/Zv39/luUBoEOHDkaXd2Tx8fEAgCJFiphc7vHjxyhbtixCQ0PRo0cP/P333/YIL8/OnTuHUqVKoUKFCnj55Zdx5coVo8u60vuakpKClStXYvDgwdBoNEaXc9b3NbPY2FjcvHkzy3sXGBiIhg0bGn3vrPncO6r4+HhoNBoUKlTI5HKWfBYcSVRUFIKCglClShUMHz4c9+7dM7qsK72vt27dwtatWzFkyJBcl3XW95bMw8RPYXfv3oVWq0WJEiWy3F6iRAncvHnT4GNu3rxp0fKOKj09HWPHjkXTpk1Ro0YNo8tVqVIFS5cuxebNm7Fy5Uqkp6ejSZMmuHbtmh2jtVzDhg3x/fff47fffsPChQsRGxuLsLAwPHr0yODyrvK+AsCmTZvw8OFDDBo0yOgyzvq+Zqd7fyx576z53DuipKQkTJo0Cf3790dAQIDR5Sz9LDiKjh07YsWKFdi1axc++eQT7N69G506dYJWqzW4vKu8rwCwfPly+Pv7Izw83ORyzvrekvm81A6AXMfIkSNx+vTpXPuDNG7cGI0bN9b/36RJEzz77LP45ptv8OGHH9o6TKt16tRJf71WrVpo2LAhypYti3Xr1pn1K9qZfffdd+jUqRNKlSpldBlnfV9JSk1NxYsvvgghBBYuXGhyWWf9LPTr109/vWbNmqhVqxYqVqyIqKgotGnTRsXIbG/p0qV4+eWXcx1w5azvLZmPLX4KK1asGDw9PXHr1q0st9+6dQslS5Y0+JiSJUtatLwjGjVqFLZs2YLIyEiEhIRY9Fhvb2/UrVsX58+ft1F0tlGoUCFUrlzZaNyu8L4CwOXLl7Fz5068/vrrFj3OWd9X3ftjyXtnzefekeiSvsuXL2PHjh0mW/sMye2z4KgqVKiAYsWKGY3b2d9XnejoaMTExFj8GQac970l45j4KczHxwf169fHrl279Lelp6dj165dWVpDMmvcuHGW5QFgx44dRpd3JEIIjBo1Chs3bsQff/yB8uXLW/wcWq0Wp06dQnBwsA0itJ3Hjx/jwoULRuN25vc1s2XLliEoKAhdunSx6HHO+r6WL18eJUuWzPLeJSQk4ODBg0bfO2s+945Cl/SdO3cOO3fuRNGiRS1+jtw+C47q2rVruHfvntG4nfl9zey7775D/fr1Ubt2bYsf66zvLZmg9ugSV7RmzRrh6+srvv/+e/HPP/+IN954QxQqVEjcvHlTCCHEq6++Kt5991398n/++afw8vISn376qThz5oyYPn268Pb2FqdOnVJrE8w2fPhwERgYKKKiokRcXJz+8uTJE/0y2bf3gw8+ENu3bxcXLlwQR44cEf369RN+fn7i77//VmMTzDZhwgQRFRUlYmNjxZ9//inatm0rihUrJm7fvi2EcK33VUer1YoyZcqISZMm5bjPmd/XR48eiWPHjoljx44JAOLzzz8Xx44d049knTVrlihUqJDYvHmzOHnypOjRo4coX768ePr0qf45WrduLRYsWKD/P7fPvVpMbWtKSoro3r27CAkJEcePH8/yGU5OTtY/R/Ztze2zoBZT2/ro0SPx9ttvi/3794vY2Fixc+dOUa9ePfHMM8+IpKQk/XM4y/sqRO77sRBCxMfHi/z584uFCxcafA5neW9JOUz8bGTBggWiTJkywsfHRzz//PPiwIED+vtatGghBg4cmGX5devWicqVKwsfHx9RvXp1sXXrVjtHbB0ABi/Lli3TL5N9e8eOHat/bUqUKCE6d+4sjh49av/gLdS3b18RHBwsfHx8ROnSpUXfvn3F+fPn9fe70vuqs337dgFAxMTE5LjPmd/XyMhIg/utbnvS09PF1KlTRYkSJYSvr69o06ZNjtegbNmyYvr06VluM/W5V4upbY2NjTX6GY6MjNQ/R/Ztze2zoBZT2/rkyRPRvn17Ubx4ceHt7S3Kli0rhg4dmiOBc5b3VYjc92MhhPjmm29Evnz5xMOHDw0+h7O8t6QcjRBC2LRJkYiIiIgcAvv4EREREbkJJn5EREREboKJHxEREZGbYOJHRERE5CaY+BERERG5CSZ+RERERG6CiR8RERGRm2DiR0REROQmmPgRkUPasWMHXnvtNVSuXBkBAQHw9fVFcHAw2rVrhy+++AJ37tyxe0wajQYajcbu6yUiUgpn7iAih3L37l30798fO3fuBACUK1cOtWrVQoECBXDz5k0cPHgQT548QcGCBbFz5040bNjQbrHpkj5+bRKRs/JSOwAiIp34+Hg0a9YMMTExqFq1KhYvXoywsLAsyyQnJ2P58uWYPn064uLiVIqUiMg5scWPiBzGgAED8MMPP6BcuXI4cuQIihQpYnTZW7du4eHDh6hSpYrd4mOLHxE5O/bxIyKHcPHiRaxatQoA8Pnnn5tM+gCgRIkSqFKlCgYOHAiNRoOZM2caXXbdunXQaDR4/vnnc9z377//YsSIEahSpQry58+PgIAAVKtWDSNGjMDp06fNjj8tLQ3ffvstWrZsiSJFisDX1xfly5fH8OHDcfXqVbOfh4jIlpj4EZFD2LJlC7RaLQoVKoTu3bub/bgxY8YAABYtWgStVmtwma+++goAMGrUqCy3r1q1CrVq1cLChQuRlJSEzp07o23btvDx8cGiRYuwYcMGs2J49OgR2rVrh6FDh+LIkSOoVasWunfvDl9fXyxatAh169bFsWPHzN4mIiJbYR8/InIIf/31FwCgXr168PT0NPtx9erVQ9OmTfHnn3/i559/Rq9evbLcf/r0aezZswfFixdH37599bcfOXIEgwYNQlpaGubPn4+RI0fCwyPjt/Dly5dx9+5ds2IYNmwYoqKi0LVrV3z33XcICgrS3zd37lyMGzcOffv2xZkzZyzaNiIipbHFj4gcgq48S+akyVy6Vj9dy15mX375JQDg9ddfh6+vr/72jz76CKmpqRg1ahRGjx6dJekDgLJly6J+/fq5rvvMmTNYvXo1SpUqhVWrVuWIf+zYsejcuTPOnTuHX3/91eJtIyJSEhM/InJ6vXr1QmhoKHbt2oWzZ8/qb4+Pj8fKlSvh6emJ4cOH62/XarXYsWMHAOCNN97I07q3bdsGIQQ6deoEf39/g8u0bNkSALBv3748rYuIKK+Y+BGRQyhevDgA4Pbt2xY/1svLCyNGjACQ0cIHAMuXL0diYiK6d++O0NBQ/e337t1DYmIiAOR5VPDFixcBAN99952+wHP2yzvvvAMAqhSdJiLKjH38iMgh1K9fHz/88AOOHj0KrVZrcV+4oUOHYsaMGVixYgVmzpyJggUL4uuvvwaQc1CHktLT0wEAderUQe3atU0ua89i00REhjDxIyKH0LVrV4wfPx4PHz40OEgjN0WLFsXLL7+Mb7/9FitWrEDlypURExODatWqoXXr1jmWzZ8/P548eYKYmBjUqFHD6rh1LYlNmzbN0tpIROSIeKqXiBxCxYoV0b9/fwDAhAkTcP/+fZPL3759GzExMVlue+uttwDIQR66JGzkyJE5Huvp6Yl27doBAJYsWZKnuDt16gQA+Pnnn5GUlJSn5yIisjUmfkTkMBYsWIBKlSohNjYWzZo1w969e3Msk5KSgqVLl6Ju3bo4c+ZMlvtq1qyJ1q1b48yZM/j5558REBCAAQMGGFzX//73P3h5eeHLL7/E119/nWM2jsuXL+PIkSO5xly3bl307t0bV69eRXh4OC5dupRjmcTERPz444+4detWrs9HRGRLnLKNiBzK7du30bdvX0RFRQEAypcvj1q1aiF//vy4desWDh06hMePHyMgIAA7duzIMRvH5s2b0bNnTwDA6NGjMX/+fKPrWrFiBV5//XWkpqaibNmyaNCgAdLT03Hx4kWcOHEC06ZNw/vvv69f3tiUbY8ePUKvXr2wa9cu+Pj4oHbt2ihfvjyEELh06RJOnDiBlJQUnDlzBlWrVs37i0REZCUmfkTkkH777TesXr0a+/btw82bN5GcnIyiRYuiZs2a6NKlC1599VWD07o9fvwYhQoVQnp6Os6cOZPrqN1//vkHn3/+Of744w/cuHEDfn5+KF26NFq3bo3hw4ejWrVq+mVNzdWbnp6OtWvXYuXKlThy5Aju37+PgIAABAcHo0GDBujevTu6dOkCb2/vPL4yRETWY+JHRC7l22+/xdChQ9G+fXts375d7XCIiBwKEz8ichmJiYmoVasWLl68iO3bt6N9+/Zqh0RE5FBYzoWInN6cOXNw+vRp7N27FxcvXkTHjh2Z9BERGcAWPyJyei1btsTu3btRrFgxdO3aFZ9//jkKFy6sdlhERA6HiR8RERGRm2AdPyIiIiI3wcSPiIiIyE0w8SMiIiJyE0z8iIiIiNwEEz8iIiIiN8HEj4iIiMhNMPEjIiIichNM/IiIiIjcxP8DUDatZyCIRj4AAAAASUVORK5CYII=", "text/plain": [ - "[]" + "
" ] }, - "execution_count": 15, "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, "output_type": "display_data" } ], @@ -469,7 +453,9 @@ "ax.set_xlabel(\"Cycle\", fontsize=16)\n", "ax.set_ylabel(r\"$\\langle N_{flip} \\rangle$\", fontsize=14)\n", "ax.plot(correl_pbc, \"--o\", color=\"blue\")\n", - "ax.plot(correl_obc, \"--o\", color=\"red\")" + "ax.plot(correl_obc, \"--o\", color=\"red\")\n", + "\n", + "plt.show()" ] }, { @@ -506,7 +492,7 @@ " for key, value in samples.items():\n", " for j in range(N_at):\n", " magnetizations_pbc[j][m] += (\n", - " (2 * float(key[j]) - 1) * value / N_samples\n", + " (1 - 2 * float(key[j])) * value / N_samples\n", " )" ] }, @@ -517,14 +503,12 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -534,7 +518,8 @@ "ax.set_xlabel(\"Cycle\", fontsize=16)\n", "ax.set_ylabel(\"Atom number\", fontsize=16)\n", "cbar = fig.colorbar(img)\n", - "cbar.set_label(r\"$\\langle \\sigma^z \\rangle$\", fontsize=16)" + "cbar.set_label(r\"$\\langle \\sigma^z \\rangle$\", fontsize=16)\n", + "plt.show()" ] }, { @@ -551,158 +536,132 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA7gAAAGNCAYAAAA7Ed1sAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAAA58klEQVR4nO3de5gkdX33/fcXEOUW5eyiLAg+HBO98LAiJo9GRUS4vQUjng2HYMiToJHg/QhqEtF4QKMRTSIJCeKakICJUVYEBQ+Q5PbB7EIUEIQlKKcILEdjCCjwff6oGpgdumemequ7flP9fl1XXzNd1f3pb3XN7sz3V9W/isxEkiRJkqSlbqOuC5AkSZIkqQ02uJIkSZKkXrDBlSRJkiT1gg2uJEmSJKkXbHAlSZIkSb1ggytJkiRJ6gUbXEmSJElSL9jgSpIkSZJ6wQZXkqRCRcSLIiIj4oiua5EkaSmwwZUkaR4R8T8i4tiI+OeIuDMifh4Rt0bEuRFxRERs0nWNpYiI3SPi/RFxcUSsi4j/jIjvRsR7IuLxXdcnSeo/fylLkjREROwKfAXYHfg68GHgduBJwEuB04FfAN7ZVY2F+XXgGGAVcAbwc+DFwAeA10bEvpn53x3WJ0nqORtcSZIGiIjNgHOApwGvzsx/nPOQj0TEc4HnTry4cv0D8OHMvGfWsj+PiLXAe4CjgD/tpDJJ0lTwFGVJkgZ7C7AH8PEBzS0Ambk6Mz8dEa+qPyv7G4MeFxHfj4hrIyJmLds0It5Zn8J7b0TcExFrIuKtCxUWEY+NiHfXufdFxN0R8eWIeNaoG9uGzFwzp7mdcVb99emTrEeSNH08gitJ0mCH1l9PXcRjvwzcQnWK7l/OXhER+1KdxvyezMx62abA14AXAecDfwPcBzwD+FXmOcoZEY8Bvgr8EvDX9WO3AH4D+D8R8cLMXLOoLazyNgK2XuzjgTsz86EGjwdYXn+9teHzJElqxAZXkqTBng78JDOvW+iBmflARJwOvCsifiEzr5y1+ijgQeCzs5YdS9Xcfjgz3z07q2445/PW+rkvz8yvzXrep4ErgI/V6xdrJ+CHDR6/C/CjxT44IjYGfh94APjbBq8jSVJjNriSJA32RJodcfxL4ASqhvYdAPXMwa8DzsvM/5j12DcBdwHvnxuyiKOjbwZ+AFwSEdvOWXcBcHhEbNZgMqdbgP0X+diZxzdxMvB84N2ZeXXD50qS1IgNriRJg/0EeMJiH5yZP4yIrwO/FhEnZObPgdfWGX815+G7Ad/NzPtGqGsvYDNg3TyP2Ra4cTFhdQ1fH6GOBUXEH1IdcT41Mz88jteQJGk2G1xJkga7AnhhRDxtMacp104F/h54JfAFqqO5t1BdaqgtAVwOHDfPY+ZrftcPq04h3q7B66/LzAcXkXsi8HtUl1L6fxrkS5I0MhtcSZIG+wLwQqrZlN+9wGNnnA3cBhwVEVcAvwx8JDMfmPO4a4A9I+KxmXl/w7rWUjWk3xxhsqdBdqTlz+DWze17gZXAW2Ym15Ikady8TJAkSYP9FXA18L8j4uBBD4iI50TEb8/cr09L/ixwAFWDB3DagKeeAWxFdYRzbmY8+uHr+RywPUOO4EbEsgWeP9fMZ3AXe5v3M7gR8QdU2/7XwK+31IRLkrQo4aCqJEmDRcSuVKcX7051OZ8LgDuojqC+mKqR/WhmnjDnOddQnUp8UWa+aEDuplSfe30B1eWCzqe6TNAvAntk5kvrx70I+BZwZGZ+tl72GOAc4GXAecA3qT4vvBOwH3BfZr64tTehgYg4huqyRTdQzZw8t7m9NTMvmHhhkqSp4SnKkiQNkZnXRsSzgN8EXg28B9gcuBNYAxzOnEvf1M/5FvASBh+9JTN/FhEvo5pt+Y3Ah6ga3LVUn1mdr6afR8T/BH4b+DXgffWq/wD+leq04K48t/6605A6LqIaJJAkaSw8gitJUssi4lyqS+M8pcHleiRJ0gbyM7iSJLWoPkX5AOBvbG4lSZosj+BKktSCiHge1TVqf6f+uldm/qjToiRJmjIewZUkqR2/BXwGeCLwJptbSZImzyO4kiRJkqRe6N0syttuu23uvPPOXZchSZIkSRqDSy655PbM3G7Qut41uDvvvDNr1qzpugxJkiRJ0hhExPXD1vkZXEmSJElSL9jgSpIkSZJ6wQZXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF2xwJUmSJEm9YIMrSZIkSeoFG1xJkiRJUi/Y4EqSJEmSesEGV5IkSZLUC5t0XYB6LmLDnp/ZTh2SJEmSes8juJIkSZKkXrDBlSRJkiT1gg2uJEmSJKkXbHAlSZIkSb1ggytJkiRJ6gUbXEmSJElSL9jgSpIkSZJ6wQZXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF2xwJUmSJEm9YIMrSZIkSeoFG1xJkiRJUi/Y4EqSJEmSesEGV5IkSZLUCza4kiRJkqRemHiDGxE/iojLI+K7EbGmXrZ1RFwQEWvrr1vVyyMiPhUR10bEZRHx7EnXK0mSJElaGro6gvvizHxmZq6o758AfCMzdwO+Ud8HOBDYrb4dDZwy8UolSZIkSUtCKacoHwysrL9fCRwya/nnsnIxsGVEPLmD+iRJkiRJheuiwU3g/Ii4JCKOrpcty8wf19/fAiyrv98BuHHWc2+ql60nIo6OiDURsWbdunXjqluSJEmSVLBNOnjN/zszb46IJwEXRMQPZq/MzIyIbBKYmacCpwKsWLGi0XMlSZIkSf0w8SO4mXlz/fU24IvAPsCtM6ce119vqx9+M7DjrKcvr5dJkiRJkrSeiTa4EfH4iHjCzPfAy4ArgFXA4fXDDgfOrr9fBRxWz6a8L3DPrFOZJUmSJEl62KRPUV4GfDEiZl77bzPzqxGxGvh8RBwFXA+8tn78ucBBwLXAvcCRE65XkiRJkrRETLTBzczrgL0HLL8D2G/A8gSOmUBpkiRJkqQlrpTLBEmSJEmStEFscCVJkiRJvWCDK0mSJEnqBRtcSZIkSVIv2OBKkiRJknrBBleSJEmS1As2uJIkSZKkXrDBlSRJkiT1gg2uJEmSJKkXbHAlSZIkSb1ggytJkiRJ6gUbXEmSJElSL9jgSpIkSZJ6wQZXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF2xwJUmSJEm9YIMrSZIkSeoFG1xJkiRJUi/Y4EqSJEmSesEGV5IkSZLUCza4kiRJkqResMGVJEmSJPWCDa4kSZIkqRdscCVJkiRJvWCDK0mSJEnqBRtcSZIkSVIv2OBKkiRJknrBBleSJEmS1As2uJIkSZKkXrDBlSRJkiT1gg2uJEmSJKkXbHAlSZIkSb1ggytJkiRJ6gUbXEmSJElSL9jgSpIkSZJ6wQZXkiRJktQLnTS4EbFxRPxbRJxT398lIr4TEddGxFkRsWm9/LH1/Wvr9Tt3Ua8kSZIkqXxdHcF9O3DVrPsfAT6RmbsCdwFH1cuPAu6ql3+ifpwkSZIkSY8y8QY3IpYD/xP4q/p+AC8B/qF+yErgkPr7g+v71Ov3qx8vSZIkSdJ6ujiCezLwTuCh+v42wN2Z+UB9/yZgh/r7HYAbAer199SPX09EHB0RayJizbp168ZYuiRJkiSpVBNtcCPiFcBtmXlJm7mZeWpmrsjMFdttt12b0ZIkSZKkJWKTCb/eLwOvjIiDgMcBTwQ+CWwZEZvUR2mXAzfXj78Z2BG4KSI2AbYA7phwzZIkSZKkJWCiR3Az812ZuTwzdwZeD3wzM98EfAs4tH7Y4cDZ9fer6vvU67+ZmTnBkiVJkiRJS0Qp18E9HjguIq6l+oztafXy04Bt6uXHASd0VJ8kSZIkqXCTPkX5YZl5IXBh/f11wD4DHnMf8JqJFiZJkiRJWpJKOYIrSZIkSdIGscGVJEmSJPWCDa4kSZIkqRdscCVJkiRJvWCDK0mSJEnqBRtcSZIkSVIv2OBKkiRJknrBBleSJEmS1As2uJIkSZKkXrDBlSRJkiT1gg2uJEmSJKkXbHAlSZIkSb1ggytJkiRJ6gUbXEmSJElSL9jgSpIkSZJ6wQZXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF2xwJUmSJEm9YIMrSZIkSeoFG1xJkiRJUi/Y4EqSJEmSesEGV5IkSZLUCza4kiRJkqResMGVJEmSJPXCohvciNg9IvaZdX+ziPhwRHw5It46nvIkSZIkSVqcJkdw/xQ4dNb9DwLvAJ4CfCIijmmzMEmSJEmSmmjS4O4N/B+AiNgIOAw4PjOfA3wAOLr98iRJkiRJWpwmDe4WwB31988CtgL+ob5/IfC09sqSJEmSJKmZJg3urcCu9fcvA/49M2+s728OPNBmYZIkSZIkNbFJg8euAj4cEU8HjgD+Yta6ZwDXtViXJEmSJEmNNGlwTwAeBxxA1ex+cNa6VwIXtFiXJEmSJEmNLLrBzcz/An5jyLpfaq0iSZIkSZJG0OQ6uNdFxN5D1j09IjxFWZIkSZLUmSaTTO0MPHbIuscBT93gaiRJkiRJGlGTBhcghyxfAdy9YaVIkiRJkjS6eT+DGxG/C/xufTeBL0fEz+Y8bDNga+DM9suTJEmSJGlxFppk6jrgG/X3hwNrgHVzHnM/cCXwV+2WJkmSJEnS4s3b4Gbm2cDZABEB8P7M/OGoLxYRjwP+ieqzvJsA/5CZ742IXaiOAG8DXAL8Wmb+LCIeC3wOeA5wB/C6zPzRqK8vSZIkSeqvRX8GNzOP3JDmtnY/8JLM3Bt4JvDyiNgX+AjwiczcFbgLOKp+/FHAXfXyT9SPkyRJkiTpURZ9HVyAiHga8FpgJ6qZk2fLzDzq0c9a/wHAT+u7j6lvCbwEeGO9fCVwInAKcHD9PcA/AH8aEVHnSJIkSZL0sEU3uBFxCPB5qqO+t1EdjZ1tUU1nRGxMdRryrsCfAf8O3J2ZD9QPuQnYof5+B+BGgMx8ICLuoTqN+fY5mUcDRwPstNNOi90kSZIkSVKPNDmC+4fAhcCbMnPuRFOLlpkPAs+MiC2BLwJ7jpo1K/NU4FSAFStWeHRXkiRJkqZQk+vgPg342IY0t7Nl5t3At4DnA1tGxEyzvRy4uf7+ZmBHgHr9FlSTTUmSJEmStJ4mDe4PqE4PHllEbFcfuSUiNgP2B66ianQPrR92OPXMzcCq+j71+m/6+VtJkiRJ0iBNTlF+J3ByRHwnM68b8fWeDKysP4e7EfD5zDwnIq4EzoyIDwD/BpxWP/404K8j4lrgTuD1I76uJEmSJKnnmjS4J1Idwb0qItZSNZyzZWb+ynwBmXkZ8KwBy68D9hmw/D7gNQ1qlCRJkiRNqSYN7oPA1eMqRJIkSZKkDbHoBjczXzTGOiRJkiRJ2iBNJpmSJEmSJKlYiz6CGxEvXOgxmflPG1aOJEmSJEmjafIZ3AuBhS7Rs/HopUiSJEmSNLomDe6LByzbBngF8CvAW1upSJIkSZKkETSZZOqiIav+MSI+Afwv4LxWqpIkSZIkqaG2Jpn6CvDalrIkSZIkSWqsrQZ3D+ChlrIkSZIkSWqsySzKhw1YvCnwdOAo4B/bKkqSJEmSpKaaTDL12SHL7wfOAt6+wdVIkiRJkjSiJg3uLgOW3ZeZt7ZVjCRJkiRJo2oyi/L14yxEkiRJkqQN0eQILgARMXPd262BO4ELM/MrbRcmSZIkSVITTSaZegJwDvAC4AHgDmAb4LiI+GfgFZn507FUKUmSJEnSAppcJuhDwLOBXwM2y8wnA5sBh9XLP9R+eZIkSZIkLU6TBvfVwO9l5hmZ+SBAZj6YmWcAv1+vlyRJkiSpE00a3G2AK4esu7JeL0mSJElSJ5o0uD8EXjFk3UH1ekmSJEmSOtFkFuW/AD4eEZsDZwA/BrYHXg+8BTiu/fIkSZIkSVqcJtfB/UREbEfVyB5RLw7gZ8BJmfnJ9suTJEmSJGlxGl0HNzPfHRF/BOzLI9fBvTgz7xpHcZIkSZIkLVaT6+AeDyzPzLcB581Z9yngxsz8o5brkyRJkiRpUZpMMnUkcNmQdd+r10uSJEmS1IkmDe5OwNoh6/4deOqGlyNJkiRJ0miaNLj3AjsMWbccuH/Dy5EkSZIkaTRNGtx/Bv7fiHjs7IX1/XfU6yVJkiRJ6kSTWZRPBL4NXBMRfwPcTHVE983ANjxy6SBJkiRJkiauyXVwvxcRLwY+BhxPdfT3IeBfgFdn5vfGU6IkSZIkSQtreh3cfwVeGBGbAVsBd2Xmf4+lMkmSJEmSGmjU4M6om1obW0mSJElSMZpMMiVJkiRJUrFscCVJkiRJvWCDK0mSJEnqBRtcSZIkSVIv2OBKkiRJknrBBleSJEmS1As2uJIkSZKkXrDBlSRJkiT1wkQb3IjYMSK+FRFXRsT3I+Lt9fKtI+KCiFhbf92qXh4R8amIuDYiLouIZ0+yXkmSJEnS0jHpI7gPAO/IzF8A9gWOiYhfAE4AvpGZuwHfqO8DHAjsVt+OBk6ZcL2SJEmSpCViog1uZv44My+tv/9P4CpgB+BgYGX9sJXAIfX3BwOfy8rFwJYR8eRJ1ixJkiRJWho6+wxuROwMPAv4DrAsM39cr7oFWFZ/vwNw46yn3VQvm5t1dESsiYg169atG1/RkiRJkqRiddLgRsTmwBeAYzPzJ7PXZWYC2SQvM0/NzBWZuWK77bZrsVJJkiRJ0lIx8QY3Ih5D1dyekZn/WC++debU4/rrbfXym4EdZz19eb1MkiRJkqT1THoW5QBOA67KzD+etWoVcHj9/eHA2bOWH1bPprwvcM+sU5klSZIkSXrYJhN+vV8Gfg24PCK+Wy97N3AS8PmIOAq4Hnhtve5c4CDgWuBe4MiJVitJkiRJWjIm2uBm5r8AMWT1fgMen8AxYy1KkiRJktQLnc2iLEmSJElSm2xwJUmSJEm9YIMrSZIkSeoFG1xJkiRJUi/Y4EqSJEmSesEGV5IkSZLUCza4kiRJkqResMGVJEmSJPWCDa4kSZIkqRdscCVJkiRJvWCDK0mSJEnqBRtcSZIkSVIv2OBKkiRJknrBBleSJEmS1As2uJIkSZKkXrDBlSRJkiT1gg2uJEmSJKkXbHAlSZIkSb1ggytJkiRJ6gUbXEmSJElSL9jgSpIkSZJ6wQZXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF2xwJUmSJEm9YIMrSZIkSeoFG1xJkiRJUi/Y4EqSJEmSemGTrguQJEmaVhGxQc/PzJYqkaR+8AiuJEmSJKkXPIKrJcWRbkmSJEnDeARXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF2xwJUmSJEm9YIMrSZIkSeqFiTa4EfGZiLgtIq6YtWzriLggItbWX7eql0dEfCoiro2IyyLi2ZOsVZIkSZK0tEz6CO5ngZfPWXYC8I3M3A34Rn0f4EBgt/p2NHDKhGqUJEmSJC1BE21wM/OfgDvnLD4YWFl/vxI4ZNbyz2XlYmDLiHjyRAqVJEmSJC05JXwGd1lm/rj+/hZgWf39DsCNsx53U71MkiRJkqRHKaHBfVhmJpBNnxcRR0fEmohYs27dujFUJkmSJEkqXQkN7q0zpx7XX2+rl98M7DjrccvrZY+Smadm5orMXLHddtuNtVhJkiRJUplKaHBXAYfX3x8OnD1r+WH1bMr7AvfMOpVZkiRJkqT1bDLJF4uIvwNeBGwbETcB7wVOAj4fEUcB1wOvrR9+LnAQcC1wL3DkJGuVJEmSJC0tE21wM/MNQ1btN+CxCRwz3ookSZIkSX1RwinKkiRJkiRtMBtcSZIkSVIv2OBKkiRJknrBBleSJEmS1As2uJIkSZKkXrDBlSRJkiT1gg2uJEmSJKkXbHAlSZIkSb1ggytJkiRJ6gUbXEmSJElSL9jgSpIkSZJ6wQZXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF2xwJUmSJEm9YIMrSZIkSeoFG1xJkiRJUi/Y4EqSJEmSesEGV5IkSZLUCza4kiRJkqResMGVJEmSJPWCDa4kSZIkqRdscCVJkiRJvWCDK0mSJEnqBRtcSZIkSVIvbNJ1AZIkSZoOETHyczOzxUok9ZVHcCVJkiRJvWCDK0mSJEnqBRtcSZIkSVIv+BlcTbUN+SwQ+HkgSZIkqSQewZUkSZIk9YJHcCVJkhbJM38kqWwewZUkSZIk9YJHcCWpAx4FkiRJap8NriRJ02QDB1dwcEWSVDBPUZYkSZIk9YJHcKVp4pEbSZIk9ZgNrqSR+TlSLZY/K5LUb/4/r1IUf4pyRLw8Iq6OiGsj4oSu65EkSZIklanoI7gRsTHwZ8D+wE3A6ohYlZlXdluZNJijl/3lvi2L+0OaDP+tjc73TupG0Q0usA9wbWZeBxARZwIHAza4Y+J/xuqSP3+j871TX7T9s+y/DWkw/21sGN+/cpXe4O4A3Djr/k3A8+Y+KCKOBo6u7/40Iq6eQG3jtC1we6F582aN8I99/tpazmu7vtLzRjBN+2Oi713pPyul/+xN2/Z2mLVwXuHvXek/K6XnjWBi9ZW+rW3nlb690/az3HZeyX+zLBFPHbai9AZ3UTLzVODUrutoS0SsycwVJeaVXJt55nWVZZ55XeaVXJt55nWZV3Jt5pnXVdY48kpT+iRTNwM7zrq/vF4mSZIkSdJ6Sm9wVwO7RcQuEbEp8HpgVcc1SZIkSZIKVPQpypn5QES8FfgasDHwmcz8fsdlTULbp1u3mVdybeaZ11WWeeZ1mVdybeaZ12VeybWZZ15XWePIK0o4g5ckSZIkqQ9KP0VZkiRJkqRFscGVJEmSJPWCDa4kSZIkqRdscCVJkiRJvWCDW6iI2LOEvIjYIiJeFxHH1bfXRcSWbdZWv86R5k02KyIOiIhTImJVfTslIl7eVl0bWt+05U3b/mhze9t+7ya1LyRJUvucRblQEXFDZu7UZV5EHAa8FzgfuLlevBzYH3hfZn6uy/rMGz0rIk4Gdgc+B9xUL14OHAaszcy3t1HbqPVNW9607Y82t7ft927C++LUzDy6rbw6c8/M/EFLWUdm5ultZG1IXkRsAbwc2KFedDPwtcy8u63a6tcpZXsPAA5h/e09OzO/2lZt9eu4vRPOWorbuiF5bu+GbW+beZPaF6Wwwe1QRHxq2Crg8Mx8Ysd5VwPPm/tHRERsBXwnM3dvmHfZPPXtnpmPNW9itV0zaP9FRADXZOZuDfOKfe+WSN607Y/WtncM713beVsPWwV8LzOXN8lbxOt1OnjWdt60DbQ62AUsge2dpm0dNc/tBQoZbJ3kvijFJl0XMOWOBN4B3D9g3RsKyAtg0AjIQ/W6ppYBBwB3DXidb5s30drui4jnZubqOcufC9w3Ql7J791SyJu2/dHm9rb93rWdtw64nvX/z8z6/pNGyFtoMHPLhlnzDV4sa5I1jjzgPcBzhg20Uv3B1ll9Y9jeg4YMsJwFXAM0/SPZ7a1X0bC+adrWceTh9s68zkjb23Je27UVzwa3W6uBKzLzUX8gRsSJBeR9ELg0Is4HbqyX7UQ1cv6HI+SdA2yemd8dUN+F5k20tiOAUyLiCTwymrcjcE+9rqmS37ulkHcE07U/jqC97W0zaxx51wH7ZeYNc1dExI0DHr8YbQ5mlj4YMm0DrQ52VUrY3mna1nHkub2VEgZb266teDa43TqUIT9YmblL13mZuTIiVlH9BzBzzv6FwLsyc+5/CIvJO2qedW80bzJZ9XMuBZ4XEdsz6/MYmXlL06wx1TdtedO2P1rb3jG8d63mAScDWwGPanCBj46Y2eZgZumDIdM20HoEDnaVsr3TtK3jyDsCt7eUwda2ayuen8HVgiJiGev/oXfrGF5j88z8qXnzPieAfVh/goB/zZb/EUeLk9TUeZ2/d+PIm7b9sRS3dwzvXat5G1DH1sB9mXlv17VMQn068uyB1plJphoPtC4VLQ6wLAnTtL3TtK3g9m7o9raZN037wga3UBFxXmYe2GVeRDwT+HNgC6oRn6D6UPrdwG/XRzraqq/zCQJKzouIlwGfBtay/kQru1Lti/O7qm0a86ZtfyzV7S3hvVsgb//MvGADM7YGyMw726lqvewiBpPq5xY70LoUB3/qPLd34edMzbbWz3N7l8b2Ns6LCc1GXwpPUe5QRDx72CrgmV3nAZ8FfjMzvzPndfYFTgf2bljfcfPUt3nT4qYs75PASzPzR3NeYxfgXGCvhrW1NklNnVfye9d6HlO2Pyh4e8fw3rWat4DTqE63bSQidqI6vXk/qgHHiIgnAt8ETpi7nzbAlaPU12besIHWiLiblgdaR6xv6OBPRLQ6+EM1k3TX+2NqtneathXc3nrxUtneRnkxeDb6FwMfiohWZ6MvhQ1ut1YDF8HAiTK2LCDv8XObW4DMvDgiHj9C3oeAPwIeGLBuI/PmtQmPfG5itpuBxzTMgvZn3C75vRtH3rTtj5K3t+jZ6KOax2DgKmCbpnm1s6g+2/umzHywfp2NgdcAZwL7Nqiv9MGkz1LwQCsFD/7UeW7vI3kOLM/P7aWo7W0zr9XZ6JcCG9xuXUX1i3vt3BUx2uyabeedFxFfofrBn3n+jlTXzRrlwtCXAl/KzEsG1PcW8+b1GWB1RJzJ+vvi9VRHgZpqe8btkt+7ceRN2/4oeXtLn43+BcCbgbmnz82cGjeKbTPzrNkL6kb3zIhoOvFS6YNJpQ+0ljz4A27vbA4sz8/trZSyvW3mtT0bffFscLt1IsP/Ub6t67zM/J2IOBA4mPXP2f+zzDx3hPqOBO4Ysm6FecNl5ocj4ktU++L59eKbqY7gXDlCbW3P4F3sezeOvGnbH4Vvb9Gz0QMXA/dm5kVzV0TE1SPkAVwSEZ8GVrL+gMPhwL81zCp9MKn0gdaSB3/A7Z2d58Dy/Nzesra3zby2Z6MvnpNMSZK0hETEpsBRrD/4eBPwZeC0zBw04j8saw/gjsy8fcC6ZU0nc2o7r37eoIHWVaMMtNb13ZmZ61qsb68h9TUe/ImWZ8ge0/4ofXtb27/TtK3189zecra37bypmo3eBrdQEXFkZp4+wvMOAA5h/R/gszNzlJHu+V7n1Mw82rzu86KAGbcXyCv2vRtT3rTtj2K3t+TaJEnSeHiKcrneRzWBxqJFxMnA7lSncs18rmA58DsRcWBmvr1h3tbDVgEHNckyb8PyovAZt0t+78aUN237o9jtLbm2RbzW5Zn5jJYz/yAz399SVueDSVFd2uJdVEdZllF9juw24GzgpKaXuJiVdwjwpA3NW+C1ih5g6eNg16T27zRt66j1tZ03bds7qbxx/B4qgQ1uhyLismGrqH6RN3VQZu4+4HXOAq4BGjW4wDrgetb/AHrW9580Qn3mjZ5X+ozbJb9348ibtv1R8vaWXBsR8avDVgHbN81bhLcAi25wSx9MAj5PdfmjF2fmLfVrbA8cUa972Yh5L5qTd/goeaUPsEzTYFettf07Tds6jvrc3nLyOvg91DlPUe5QRNxKdT783PPfA/h2Zj6lYd5lwFGZuXrO8n2oPpfVaIQmItYC+2XmDQPW3ZiZO5o3mbyIuAJ4VQ6ZIXuE2trOK/a9G1PetO2PYre35Nrq5/wcOIPBM1gemplPaJJXZ/5k2Cpgs8xc9OB1RDzI8MGQHTJz04a1tZ13dWbu0XTdBPMeZPiAyL6ZuVkBeW3v35K3t7X9O03bOqb63N5C8sbxe6h0HsHt1jnA5pn53bkrIuLCEfKOAE6JiCfwyCnKOwL31OuaOhnYCnjUH8nAR82baN6JFDzjNmW/d+PIO5Hp2h8nUu72tpk1jrzLgI9l5hVzV0TES0fIA7gbeO6gSVWi+SXhrmOewZARams77/qIeCewcmZ7I2IZ1e+0EvJKv9xf2/uj9O1tc/9O07aOoz63t5y8cfweKltmeuvZjep0g+fUt+27rsebN2/epvVGdR3cnYasWzFi5geAfYas+0jDrGOAvYese9sItbWdtxXwEeAHwJ317ap62dYF5B0K7DFk3SEF5LW9P0rf3tb27zRtq9tb5Pa2ljeO30Ol3zxFuVARsXlm/rTFvD0z8wct5u2fmReY131ejDjj9gTzin3vxpQ3bfuj2O0tuTZJkjQew07DUvcaX4NrAee3nDfKRbDNG0/e+1rMGkdeye/dOPKmbX+UvL0l10ZE/EGbeXXmni1m7d9W1pjyjjRvUc/bMyKOj4hP1bfjo7r+Z6tK2d5J5JVcm3nmNcxq/fdQCTyC26GIOG7YKuA9mTls9sNheZ+aJ+/wzHxiw7xV8+S9JDMfb95k8mL+Gbd3z8zHNqyt7bxi37sx5U3b/ih2e0uubRGvdUNm7tRWXtuZbddn3uTzIuJ44A3Amax/+cDXA2dm5kld1rdU80quzTzzusoqiZNMdetDwB8BDwxYN8rR9SOBdwD3D1j3hhHyXgC8GZh7qnQA+5g30bxlzDPj9gi1tZ1X8ns3jrxp2x8lb2/JtRELzHjcNK/OnG8wc8uGWfMNhmzTJGtMea1eTm/a8oCjgF/MzJ/PeZ0/Br4PNGpwS9/eNvNKrs088xpmtf57qHQ2uN26FPhSZl4yd0VEvGWEvNXAFZn5qD/CIuLEEfIuBu7NzIsG5F1t3kTz2p5xu+28kt+7ceRN2/4oeXtLrg3anfF4RpuDmQ4m9TvvIeApVJcKmu3J9bqmSt/eqRk8M8+8Bu6m/d9DRbPB7daRwB1D1q0YIe9Q4L5BKzJzl6ZhmXngPOteaN7k8jLzqHnWvbFJ1pjyin3vxpQ3bfuj2O0tubba54CnAo/6wwL42xHyoN3BTAeT+p13LPCNqK6NPfOH7E7ArsBbC6iv5LySazPPvCbG8XuoaH4GVxqzqK7TtkN99+ZBI2gbmN/2jNut5pVk3Puifo2p2h8lb++oWRExc7Tx4Z8V4F+zkF+YEbE1cF9m3tt1LSpfRGzEo3+eV2fmg91VJUnj4yzKhYqIU1vOO6/lvMvNW/A5z4qIi4ELgY/Wt4si4uKIeHaL5bU943areVO2L2DK9gdlb2/jrIh4GbAWOBE4qL69D1hbr2tNjDjjcWbeWXpzGxHLIuLZ9W2Uz44u5jU2N29hmflQZl6cmV+obxdn5oOl1LcU80quzTzzGma1NvN+STxFuUP1KPzAVVR/VDXNG/aHegDPHCHvV+fJ2968BZ0O/GZmfmfO6+xbr9u7QW3zzbjd+D+6MeRNzb6onzdt+6PY7W27NuCTwEsz80dzXmcX4FygzcurnE91umhrIuK8+U5Rb5h1eWY+o+FzngWcAmxBdaQQYHlE3A38dmZe2kZttStp9/0zz7wusswzr8u81n8PlcAGt1vrqCZ+iFnLsr7/pBHyVgMXzcmbseUIeWcBZ9Q1zfU48xb0+LkNFUBmXhwRjS7TQvszbredN037AqZvf5S8vW3XtgmPXE5ltpuBxzQNixZnPJ6V2dpgpoNJ5pk3/izzzOsybxy/h0png9ut64D9MvOGuStGnNXsKqo/LNa2lHcZ8LHMvGJA3kvNW9B5EfEVqg/3z7z/OwKHAV9tmNX2jNtt503TvoDp2x8lb2/btX0GWB0RZ7L+z8rrgdNGyGv78m3Q7mCmg0nmmTf+LPPM6zJvHL+HypaZ3jq6AccAew9Z97YR8g4F9hiy7pAR8l4A7DRk3QrzFpV5IPDnwJfr258DB42Qswew7ZB1ywrIm5p9MaX7o9jtrbO2a6u2+nl7AScAf1LfTgB+YcSsbwK/NGTdD0fMvALYbci6GxtmXQI8vY2s+jmfAr4CvA74pfr2unrZn46Q923gOS3WZ555S74288xrmNX676HSb86iLEnSmIxjxuOIOBS4PDMfddmdiDgkM7/UIOsFwPU5+EyiFZm5ZoT6DgQOZv1Ze1dl5rkjZO0B3JGZtw9YtywbzoRu3lTk3ZmZ6zY0r82sMeaVvi+K3LfTljeO30Ols8HtWD172aA/BK5q+XWOzMzTW8z7g8x8f5/yImIT4CjgVcBT6sU3A2cDp2Xmz1us79TMPLq0rDHlTc2+KCVvmt6/iNgCeBdwCNXcBQncRrWtJ2Xm3S3W1toETpIkaTxscDsUEcdTnft+Jo9MarKc6rNeZ2bmSS2+1g2Z2dosaX3Mi4i/A+4GVrL+/jgc2DozX9cwb75Zsr+Xmcu7yBpH3gKv1at9sUTypub9i4ivUZ1+tTIzb6mXbU+1rftlZqNL+ywwgdM5mfnkJnkLvNbIDXNEHEDV1M8eHD07M0f5TPmw12h74LHzwR/z+p3X5oBX24NnEx6M63xftJ1X+v4oPW+e1+nlwK0Nboci4hrgF+ceTYmITYHvZ+ZuDfMuG7YK2D0zH9sw7yfz5G2WmY0mKVsCeddk5u5N182T9yDDZ8neITM37SJrTHlTsy+WSN7UvH8RcXVm7tF03QK1DZvAad/M3KxhXusNc0ScDOxONWna7AGMw4C1mfn2pplDXmeUwaliB0PMm4q81ga8xjB41nZe6fui2H07bXmTHLgthQ1uhyLiB8ABmXn9nOVPBc4f4Q+zW4EDgLvmrgK+nZlPefSz5s27AXjuoPP8I+LGzNyxZ3kXAx8HvpCZD9XLNgJeAxyXmc9rmLeWeWbJblJfm1ljypuafbFE8qbm/YuI84GvU/0RcGu9bBlwBLB/ZjaaNToirgBelUNmox9hW1ttmOvMgYMUERHANU0GR8cwOFXsYIh5U5HX2oDXGAbPxjEYV/K+KHbfTlveOH4Plc7LBHXrWOAb9R97M5ej2AnYFXjrCHnnAJtn5nfnroiIC0fI+xzwVGDQB9n/tod5rwc+Anw6ImYGCbYEvlWva+pkYCvgUX/EAx/tMGscedO0L5ZC3tz3b+Zad9+kf+/f66hmOb4oImauH34rsAp47Qi1ncjwSzC8bYS8ti/fBnBfRDw3M1fPWf5c4L6GWXczz+DUCLW1ffk788xr4vqIeCeDB7ya5rWZNY680vdFyft22vLG8XuobFnAVM7TfKP6Q2pf4NX1bV9g467rmvYbsA2wTdd1eHNf+P4t7RstX76tft6zge8AVwLn17ergIsZclmJebI+AOwzZN1HRqit7cvfmWdek7ytqAb3fgDcWd+uqpdt3VXWmPJK3xfF7tslmHdXfRv1Z7n130Ol3zxFuWP1KWX7sP5EIf+aI+6YtvPmeZ09M/MHXedF9SH8l7P+9n4tW5ysoX6d/TPzghLzSqnNfVFWXgyeof3sUf/dDskbecb3tvOGvEbbs8e3mrehovo81sPvX9af05IkaZrZ4HYoIl4GfBpYS/XHHVQThewK/HZmnt9l3gKvVcKsx4cB76U6ejF7e/cH3peZn+uyvknllVCb+6KsvGh5hvbS8+Z5nc73xQJ5IzfMbQ4oOTjV77zSB6cmMdhVv05rA1SlDJ6Vvi+W4r4tKS9anC2/zaylwAa3QxFxFXBgZv5ozvJdgHMzc6+O8z41bBVweGY+seO8q4Hnzf0jLCK2Ar6TzWeKXTVPfS/JzMd3lVdybXXe1OyLJZLX9gztxeZF+7PHt5q3wGuN1DC3OaDk4FS/80ofnJrUYFf9Wn0bWC56XyzVfVtKXrQ4W36bWUuFDW6Hoppcaq/MfGDO8k2BKzNz147z/hN4B3D/gNUfz8xtO867hmpylHvmLN8CWDPCH913AW8Gfjp3FXBWZi7rKq/k2uq8qdkXSySv7Rnai82L9mePbzuv9Ya5zQElB6d6n1fs4NSY8lr791b64NkS2BfF7tslktfmbPmtZS0VzqLcrc8AqyPiTB6ZEW1HqtGt0wrIWw1ckZnfnrsiIk4sIO+DwKVRXSZk9izU+wN/OELexcC9mXnRgPqu7jiv5NpguvbFUsg7lnZnaC85r+3Z49vOW8Y8DfMIeTPPHTQ6/VC9rqssgBcwfLBmH/MmnvcQ8BSqy7XM9uR6Xd/y2vz31va/3bbzSt8XJe/bpZDX5mz5bWYtCTa4HcrMD0fE2cArgefXi28G3pSZV3adRzXr2sAf/Mzcpeu8zFxZj3YfwCOfKbgQeFdmzv0PZjF5B86z7oVd5pVcW/2cqdkXSyTvqxGxO4+ecG51Zj7Yp7zMPGqedW8cobZW82i/YYZ2B5QcnOp33rGUOzg1jrw2/72VPnh2LGXvi7bzSt8fbecdAZwSEU/gkdOKdwTuqdd1lbUkeIpyISJia4DMvNM8LVVRXaNt9qyug66La96E8oa8xuaZOffoUC/zSq5tQ9WnEM8eUJqZGKrxgFKbWSpPRGxES4NTSyFvmpS+L9y3Gy5anC2/zazSeQS3QxGxE/BR4CVUoygREU8EvgmckHMmi+owbz/g7tLyFnityzPzGdOQV0JtEfFM4M+BLahGBwNYHhF3U83gfWnDvGcBp9R5D098Y14rrqQaRZ+GvJJr26CGOTPviohvsf4fKyM1pG1mzSh98Gea8jLzIaojw3NfY6Sfv9Lzhunp4FnOus3cH+X03yWRV39mtNhLa7adB1A3oes1ojHipTXbzCqdDW63zgJOpjqF+EGAiNgYeA3VrHP7mjdcRPzqsFXA9g1rKzqv5NpqnwV+MzO/M+d19gVOB/ZumHe6eaPnRcRxw1YBmzesrei8kmtbhJEa5jYHlByc6nfeAooeACo8r/PaYp5LQ0ZEq5eaNG/yeQs4n/Z+/trMKoYNbre2zcyzZi+oG78zI2KUzz5NW95ZwBkMniDlcT3LK7k2gMfPbc4AMvPiiGg066d5reR9CPgj4IEB6zbqWV7JtY2rYf4s7Q2ItJkFhQ/+TFte6QNAJeeVXFvtk8BL5579FvWlIYFGl4Y0r6y8mP/Smlt2lbVU2OB265KI+DSwkvVnPT4c+DfzFnQZ8LHMvGLuioh4ac/ySq4N4LyI+ArVNdZm79vDgFEuIm7ehuVdCnwpMy+ZuyIi3tKzvJJrg/YbcGh3QKT0wRrzNiyv6AGgwvNKrg2qv+FvGrD8ZuAx5i35vCMZfmnNN3SYtSTY4HbrMOAo4H2sf77+Kka7rM+05R0L/GTIulf1LK/NrNbzMvN3IuJA4GDW37d/lpnnmjfZPKpfZncMWbeiZ3kl1wbtN8zQ7oBI6YM15jnY1VVeybVB+ZeaNK+cS3W2fZnO4jmLsiRJYxIRewB3ZObtA9YtG3XyoCEDIqtGGRBpM8u8svLqn787M3PdgHWNf/6mKa/k2mY9by8G/6yMcmlI8wrKi+pqI/dl5r2j1DKurKXCBrdDEbEJ1RHNQ1j/H8PZwGmZ+XPzFpX3KqqLifc2r+TaFvFap2bm0eaZN+m8kmuTJEnjYYPboYj4O6rL5azkkfP2l1N9JnXrzHydeeaVXludt/WwVcD3MnO5eeaNI6/k2hbxWiM1zBGxBfAuqiMFy6gmi7uNaoDqpMy8u4ss84rOOwR4knkj/dsorrZFvNZ5mXmgeeZNMqskNrgdiohrMnP3puvMm768kmurn/MgcD1VEzAj6/s7ZOam5pk3jrySa6vzWm+YI+JrVNcPX5nVdQ2JiO2BI4CXZObLusgyb0nlHQ7sZ97SrK1+7rOHrQLOycwnm2feOGpbCmxwOxQRFwMfB76Q1YXOiYiNqK4Le1xmPs8880qvrX7uWqpf0DcMWHdjZu5onnnjyCu5tvo5rTbMdebVmblH03XjzjLPvD7llVxb/ZwHgYtY//+WGftm5mbmmTeO2paEzPTW0Q3Ymep6pLcB19S32+plu5hn3lKorc47Bth7yLq3mWfeuPJKrq1+zlpgpyHrbmyaVz/vfOCdwLJZy5YBxwNf7yrLPPP6lFdybfVzrwB2G7Ku8f8t5vU3r+3alsLNI7gdi8Ezrp2dmVeZZ95Sqa3O23NA3irzzBt3XuG1HQP8S2Z+b8C6t2Xmn4yQuRVwQl3jk+rFt1Jdcu2kzLyriyzzzOtTXsm11XmHApdn5tUD1h2SmV8yz7xx1LYU2OB2KCKOp7o+1plUf0BBNdHP64EzM/Mk88wrvbY6753AG+u82ZNWmWfeWPNKrm1WZqsN+AKvdWRmnl5alnnm9Smv5NrMM6+rrJLY4HYoIq4BfjHnXJIlIjYFvp+Zu5lnXum1mWee/zbmzWu9YV7g9W7IzJ1KyzLPvD7llVybeeZ1lVWSTbouYMo9RHUN0uvnLH9yvc4885ZCbeaZ12VeybUBvIXBDfMfA98HRjkifNmwVVSf6eskyzzz+pRXcm3mmddV1lJhg9utY4FvRDVr5431sp2AXYG3mmfeEqnNPPO6zCu5Nmi/YYbqD5IDgLmf2Qvg2x1mmWden/JKrs0887qsrXg2uB3KzK9GxO7APqz/2azVmfmgeeYthdrMM6/LvJJrqx1Luw0zwDnA5pn53bkrIuLCDrPMM69PeSXXZp55XdZWPD+DK0nSGEV1jem2GmZJkjQPG1xJkiRJUi9s1HUBkiRJkiS1wQZXkiRJktQLNriSJDUQESdGREbE0IkaI+JF9WNeNGvZsRHxqyO83jPr19y6wXMe9fqSJE0DG1xJktp3KfD8+uuMY4HGDS7wTOC9wKIb3CGvL0lS73mZIEmSWpaZPwEunvTrRsTGVBNIdvL6kiR1zSO4kiSNZq+I+FZE3BsRP46I99eXBHrUKcIR8SPgqcCb6uUZEZ+t1+0eEV+MiNsi4r6IuCEi/j4iNomII4DT69dbO+u5O9fPzYj4YEScEBE/BH4GPGPIKdIXRsS/RMRLI+LSuu4rIuJVczcsIt4QET+o67k8Il5ZP//CWY/ZPCL+pK73/rr+r0fEnq2+y5IkNeARXEmSRvMl4DPAh4EDgN8HHgJOHPDYVwHnAt+btX5d/fUrwF3AbwG3U10v9yCqQeivAB8Afg94DXBT/Zwfz8o+ArgO+N/AfwH/AWwxpOb/C/hkXfPtwDuAv4+IPTPzWoCI2B84A1gFHAdsB5wMPA64ZlbWJ4BXAu8G1gLbAL8MbDnktSVJGjsbXEmSRvOXmXlS/f35EfFE4B0RcfLcB2bmv0XE/cDtmfnwqcMRsS2wK3BwZq6a9ZS/rb+ui4h/r7//7kwTOkcAL8vM/56Vu9eQmrcFXpiZa+vHXUrVLL8W+FD9mPcBVwKvysysH3cFsIb1G9znA2dk5mmzln1xyOtKkjQRnqIsSdJoPj/n/pnA5sDTG2TcQXX09aSI+I2I2G2EOr46u7ldwNqZ5hYgM28DbgN2goc/w7sC+MJMc1s/7hLgh3OyVgNHRMS7I2JF/VxJkjplgytJ0mhuHXJ/h8UG1E3k/lRHRz8MXBMR10XEbzWo48cLP+Rhdw5Ydj/V6cdQHeF9DFXTO9fc7X0b8BfAr1M1u7dFxCci4n80qEeSpFbZ4EqSNJplQ+7f3CQkM6/LzMOoPuv6LOCbwKcj4sDFRjR5vQXcDvwceNKAdettb2b+NDPflZm7AjtTneL8VqpLGkmS1AkbXEmSRvPaOfdfD/wUuHzI4+8HNhsWlpXvUk3sBI+c6nx//XXoc9uSmQ9SHU1+dUTEzPKIeA6wyzzPuz4zP0617U1O0ZYkqVVOMiVJ0mh+o74s0GqqWZTfApyYmffM6g1nuxJ4QUS8AriF6mjpE6lmNT4LuBbYmGpW5AeojuTOPA/gmIhYSXWE9bLM/Nk4NorqCOz5wBcj4lSq05ZPrGt+aOZBEfH/Uc20fDlVY/8rwN7AyjHVJUnSgjyCK0nSaA6m+vzsKuDNVJfz+cN5Hv8u4GqqyalW80jTeAPVUdtVwN8BTwFeUU/sRGbOXFrofwH/Uj/3KW1vzIzMvAB4E7AX1azIx1NdTugW4J5ZD/0nqqPYZ1BdzuhQ4Hcz85Pjqk2SpIXErEkSJUmSHiUillMdYf5gZs7XxEuS1CkbXEmS9LCI2Az4Y+DrVKdRPw14J9UkU7+YmU1mbZYkaaL8DK4kSZrtQWB74E+BbYD/Av4ZeI3NrSSpdB7BlSRJkiT1gpNMSZIkSZJ6wQZXkiRJktQLNriSJEmSpF6wwZUkSZIk9YINriRJkiSpF/5/kIJ1aMJmEJgAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABSkAAAIuCAYAAABTrY0lAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAADHU0lEQVR4nOzdd3gVZf7//9cJIYmUJASF0EERQSkJQSNFQGEFVATFAkQBCyULSG+7IqC4EFAEVlmKNNuqa0ERAfmigCJFqi5NXFBYMKAbSAQhQHL//uCT8yOSc2aSDGdSno/ryqXkvHPf77nnnjnJ+54z4zHGGAEAAAAAAACAS4LcTgAAAAAAAABA8UaREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAETK9eveTxeNSrVy+3UwEAAEABQpESAACgCMjIyNC7776rHj16qE6dOoqMjFRISIgqVKigFi1aaMyYMfr3v//tdprF0u+//67ly5dr4sSJuv/++1WjRg15PB55PB6NHz/e8uf/97//aeHChXrkkUd04403qnTp0goNDVXVqlXVuXNnffjhh1d+IwAAAK6wYLcTAAAAQP5s3LhRPXv21Pfff+/9XsmSJVW2bFn973//0/r167V+/XpNnjxZ999/v/75z38qJCTExYyLl82bN+uuu+7K889HR0frwoUL3n+HhYWpZMmSOnLkiI4cOaKPPvpIHTp00HvvvadSpUo5kTIAAEDAcSUlAABAIbZ06VK1bt1a33//vcqXL69Jkybp+++/17lz5/S///1P586d0zfffKPRo0crPDxcH3zwgX7//Xe30y52ypUrpzZt2mjEiBH65z//qejoaNs/e+HCBd1yyy2aNWuW/vOf/+jMmTM6deqUDh48qCeeeEKStHz5cvXt2/dKpQ8AAHDFcSUlAABAIbV//3498sgjSk9P14033qiVK1eqatWq2WJKlCihJk2aqEmTJhoxYoQef/xxl7Itvm677TalpKRk+97o0aNt//znn3+u22+//bLv16xZU6+++qqCg4M1Z84cvfHGG/rb3/6matWq5TtnAACAQONKSgAAgELq6aefVlpamsLCwvThhx9eVqD8o6ioKC1ZskQRERE6ceKESpUqJY/Ho3fffdfvz40dO1Yej0fXXnutjDGXvX748GGNHDlSMTExioiI0FVXXaXrrrtOnTp10muvvaazZ8/mart+/PFHDR48WDfddJPKlCmjUqVKqW7duho0aJAOHTqUq7YKghIlSuTr53MqUF4q62pKSdqyZUu++gIAAHALRUoAAIBC6NixY3rvvfckSQkJCapTp47tn/V4PCpXrpweeughSdLcuXN9xmZkZGjhwoWSpCeffFIejyfb66+//rrq1KmjqVOnaufOnTp79qxKly6tQ4cO6eOPP1bPnj21d+9e27m9+eabqlu3rmbMmKHdu3d778W4b98+zZw5U/Xr19dnn31mu73iICwszPv/GRkZLmYCAACQdxQpAQAACqEvvvhCmZmZkqT77rsvT20kJiZKuvhx4gMHDuQY8+mnn+rIkSMKDg6+7KPiy5YtU8+ePXX27Fk1b95cX375pc6cOaNff/1Vp0+f1pdffqnevXvbfkjPqlWr1KNHD2VkZGjkyJE6ePCgzpw5o9OnT2vv3r168MEH9dtvv+nBBx8slFdUXilr1qzx/n+DBg3cSwQAACAfKFICAAAUQrt27fL+f2xsbJ7aiI+PV0xMjIwxmjdvXo4xWVdZ3nvvvdke9nLhwgUNHDhQxhi1aNFCn3/+uVq0aKGgoIu/XoaEhKhFixaaO3eubrzxRstcMjMz1b9/f2VmZuqVV15RUlKSatasKY/HI4/HoxtuuEHvvvuu7r33XqWlpWnatGl52uY/WrRokbePvHxdWiB0w8mTJzVp0iRJF+99ecMNN7iaDwAAQF7x4BwAAIBC6H//+5/3/6OiovLcTmJiovr27atFixbp2WefVcmSJb2vHTlyRMuXL5eky54c/cUXX+jgwYOSpJdeesn21ZK+rFu3Tvv379fVV1+tJ5980mdcjx499PHHH2vlypX56i/LVVddpYoVK+b55/O73fmRmZmpRx99VD///LPCwsL08ssvu5YLAABAflGkBAAAKMa6d++u4cOHKzk5WUuXLtX999/vfW3BggXKyMhQrVq19Kc//Snbz3399deSpOjoaDVp0iTfeaxfv16SlJqaqsqVK/uMO3funCTpp59+ynefkvTwww/r4YcfdqStQBs0aJA++eQTSdIrr7yihg0bupwRAABA3vFxbwAAgEKofPny3v9PSUnJcztlypTRI488Iin7A3QyMzM1f/58SVLv3r0ve2BOcnKyJKlGjRp57vtSR48elSSdP39ex44d8/l14sQJSdKZM2cc6bewGj58uPfKyZdeeumy+4UCAAAUNhQpAQAACqGbbrrJ+//bt2/PV1tZD9BZtWqVfvzxR0nSZ599pp9++knBwcF67LHHLvuZPxYt8yvrqdTx8fEyxtj6Kq5GjhypF198UZL0wgsvaPDgwe4mBAAA4ACKlAAAAIXQ7bff7n1IzYcffpivtho0aKBmzZplu3oy60E6nTp1yvbAnCxZ33PqY9dOt2fXO++8o+jo6Dx/ZX3sPVBGjBihqVOnSpKmTJmiYcOGBbR/AACAK4UiJQAAQCFUsWJFdenSRZL01ltv6fvvv7f9szldhZh1NeWCBQt05MgRLV26VJLUp0+fHNto1qyZpIsf+96yZUuucs9J8+bNHW3PrjNnzvj9eLnVV9Y9MgNh+PDheuGFFyRdLFCOGDEiYH0DAABcaRQpAQAACqmJEyeqTJkyOnPmjO6//34dOXLEb/yJEyfUpUsXpaamXvbagw8+qPLly+vo0aPq3r27zp8/n+MDc7LcfvvtuvbaayVJQ4YMyXex7vbbb1ft2rVtt5ef+3BeqlevXrY/Xp7TV+vWrR3Jw8rw4cOzfcSbAiUAAChqKFICAAAUUnXq1NHrr7+ukJAQ7dq1SzExMUpKStIPP/zgjcnIyND27dv1zDPP6Nprr9UHH3yQY1uhoaHq1auXJGndunWScn5gTpYSJUro5Zdflsfj0VdffaU2bdroq6++UmZmpqSLT+Fes2aNHnnkEe3evdtyW4KDgzV79mwFBwfrq6++UsuWLbV69WqdP3/eG3PgwAHNnj1bN998s2bNmmVrjAqKEydO6Ndff/V+ZY3T77//nu37p06duuxnL70H5bRp0/iINwAAKJI8pjjfdRwAAKAIWL9+vXr16pWtOBkSEqIyZcro5MmT3oKYx+NR165dtXjxYpUsWfKydn744QfVqVNHxhgFBwfr8OHDOd6P8lKvvfaa+vTpo/T0dEkXi51lypRRamqqLly4IOnig31iYmIkXbxycfHixerZs6cWLVp0WXtLlixRjx499Ntvv0mSSpYsqfDwcJ06dcrbh3TxKtK//vWv9gfJZTVr1rR1v80/jsuhQ4e8T1APCgrSNddc4/fnhw8fruHDh+crVwAAADcEu50AAAAA8qd58+bau3ev/vWvf+mTTz7Rpk2bdPz4cf3222+KiopS3bp11apVKz366KO64YYbfLZTu3ZtxcTEaPv27T4fmPNHPXr0UMuWLTVjxgzvE8HPnDmjGjVqqEGDBurSpYvq1atne1s6d+6sH374QbNmzdLy5cu1f/9+nTx5UqVLl1bdunV188036+6779Zdd91lu83CLKvAnPX/x44d8xuf05WYAAAAhQFXUgIAAEDSxYfWVKtWTRcuXNDKlSt15513up0SAAAAignuSQkAAABJ0uzZs3XhwgXVrl3b5wNzAAAAgCuBIiUAAAC0ZcsW78NZhg4d6vOBOQAAAMCVwMe9AQAAirGaNWsqPT1dycnJkqTY2Fht2rQpxwfrAAAAAFcKRUoAAIBiLOuKyejoaLVv316TJ09WxYoVXc4KAAAAxQ1P9wYAACjGWK8GAABAQcA9KQEAAAAAAAC4iisp/cjMzNTRo0dVtmxZbh4PAAAAAAAA5JIxRr/99psqV66soCDf10tSpPTj6NGjqlatmttpAAAAAAAAAIXa4cOHVbVqVZ+vU6T0o2zZspIuDmJ4eLjL2QAAAAAAAACFS1pamqpVq+ats/lCkdKPrI94h4eHU6QEAAAAAAAA8sjqVoo8OAcAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOCqYLcTAAAAuOI8Hv+vGxOYPAAAAADkiCspAQAAAAAAALiKIiUAAAAAAAAAV/FxbwCBxUcuAQAAAADAH3AlJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOCqAlmkXLdunTp27KjKlSvL4/FoyZIll8Xs2bNH9957ryIiIlS6dGndfPPNOnTokPf1s2fPqn///ipfvrzKlCmjLl266NixYwHcCgAAAAAAAAB2FMgi5enTp9WoUSO98sorOb7+n//8Ry1atFDdunW1Zs0affvttxo7dqzCwsK8MUOGDNHSpUv1r3/9S2vXrtXRo0d1//33B2oTAAAAAAAAANjkMcYYt5Pwx+Px6MMPP1Tnzp293+vatatKliyp119/PcefSU1N1TXXXKO33npLDzzwgCRp7969qlevnjZs2KBbb73VVt9paWmKiIhQamqqwsPD870tACR5PP5fL9inJACFFeceAAAAwBV262sF8kpKfzIzM7Vs2TLVqVNH7dq1U4UKFRQfH5/tI+Fbt27V+fPn1bZtW+/36tatq+rVq2vDhg0+205PT1daWlq2LwAAAAAAAABXVqErUh4/flynTp3S5MmT1b59e3322We67777dP/992vt2rWSpOTkZIWEhCgyMjLbz1asWFHJyck+2540aZIiIiK8X9WqVbuSmwIAAAAAAABAhbBImZmZKUnq1KmThgwZopiYGI0ePVr33HOPZs+ena+2x4wZo9TUVO/X4cOHnUgZAAAAAAAAgB/BbieQW1dffbWCg4N14403Zvt+vXr19NVXX0mSoqOjde7cOZ08eTLb1ZTHjh1TdHS0z7ZDQ0MVGhp6RfIGAAAAAAAAkLNCdyVlSEiIbr75Zu3bty/b97///nvVqFFDkhQXF6eSJUtq9erV3tf37dunQ4cOqWnTpgHNFwAAAAAAAIB/BfJKylOnTumHH37w/vvgwYPasWOHoqKiVL16dY0YMUIPP/ywWrZsqdtvv10rVqzQ0qVLtWbNGklSRESEnnjiCQ0dOlRRUVEKDw/XwIED1bRpU9tP9gYAAAAAAAAQGB5jjHE7iT9as2aNbr/99su+37NnTy1atEiStGDBAk2aNEn//e9/dcMNN2jChAnq1KmTN/bs2bMaNmyY/vnPfyo9PV3t2rXTrFmz/H7c+4/sPiIdQC54PP5fL3inJABFAeceAAAAwBV262sFskhZUFCkBK4ACgUA3MC5BwAAAHCF3fpaobsnJQAAAAAAAICihSIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVBbJIuW7dOnXs2FGVK1eWx+PRkiVLfMb269dPHo9H06dPz/b9lJQUJSQkKDw8XJGRkXriiSd06tSpK5s4AAAAAAAAgFwrkEXK06dPq1GjRnrllVf8xn344YfauHGjKleufNlrCQkJ2rVrl1atWqVPPvlE69atU58+fa5UygAAAAAAAADyKNjtBHLSoUMHdejQwW/MkSNHNHDgQK1cuVJ33313ttf27NmjFStW6JtvvlGTJk0kSX//+99111136YUXXsixqAkAAAAAAADAHQXySkormZmZevTRRzVixAjddNNNl72+YcMGRUZGeguUktS2bVsFBQVp06ZNgUwVAAAAAAAAgIUCeSWllaSkJAUHB+upp57K8fXk5GRVqFAh2/eCg4MVFRWl5ORkn+2mp6crPT3d+++0tDRnEgYAAAAAAADgU6G7knLr1q2aMWOGFi1aJI/H42jbkyZNUkREhPerWrVqjrYPAAAAAAAA4HKFrkj55Zdf6vjx46pevbqCg4MVHBysn376ScOGDVPNmjUlSdHR0Tp+/Hi2n7tw4YJSUlIUHR3ts+0xY8YoNTXV+3X48OEruSkAAAAAAAAAVAg/7v3oo4+qbdu22b7Xrl07Pfroo3rsscckSU2bNtXJkye1detWxcXFSZI+//xzZWZmKj4+3mfboaGhCg0NvXLJAwAAAAAAALhMgSxSnjp1Sj/88IP33wcPHtSOHTsUFRWl6tWrq3z58tniS5YsqejoaN1www2SpHr16ql9+/bq3bu3Zs+erfPnz2vAgAHq2rUrT/YGAAAAAAAACpgC+XHvLVu2KDY2VrGxsZKkoUOHKjY2Vs8884ztNt58803VrVtXbdq00V133aUWLVpo7ty5VyplAAAAAAAAAHnkMcYYt5MoqNLS0hQREaHU1FSFh4e7nQ5QNFg98IpTEoArgXMPAAAA4Aq79bUCeSUlAAAAAAAAgOKDIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4qkAWKdetW6eOHTuqcuXK8ng8WrJkife18+fPa9SoUWrQoIFKly6typUrq0ePHjp69Gi2NlJSUpSQkKDw8HBFRkbqiSee0KlTpwK8JQAAAAAAAACsFMgi5enTp9WoUSO98sorl732+++/a9u2bRo7dqy2bdumDz74QPv27dO9996bLS4hIUG7du3SqlWr9Mknn2jdunXq06dPoDYBAAAAAAAAgE0eY4xxOwl/PB6PPvzwQ3Xu3NlnzDfffKNbbrlFP/30k6pXr649e/boxhtv1DfffKMmTZpIklasWKG77rpL//3vf1W5cmVbfaelpSkiIkKpqakKDw93YnMAeDz+Xy/YpyQAhRXnHgAAAMAVdutrBfJKytxKTU2Vx+NRZGSkJGnDhg2KjIz0FiglqW3btgoKCtKmTZt8tpOenq60tLRsXwAAAAAAAACurEJfpDx79qxGjRqlbt26eauxycnJqlChQra44OBgRUVFKTk52WdbkyZNUkREhPerWrVqVzR3AAAAAAAAAIW8SHn+/Hk99NBDMsboH//4R77bGzNmjFJTU71fhw8fdiBLAAAAAAAAAP4Eu51AXmUVKH/66Sd9/vnn2T7THh0drePHj2eLv3DhglJSUhQdHe2zzdDQUIWGhl6xnAEAAAAAAABcrlBeSZlVoNy/f7/+3//7fypfvny215s2baqTJ09q69at3u99/vnnyszMVHx8fKDTBQAAAAAAAOBHgbyS8tSpU/rhhx+8/z548KB27NihqKgoVapUSQ888IC2bdumTz75RBkZGd77TEZFRSkkJET16tVT+/bt1bt3b82ePVvnz5/XgAED1LVrV9tP9gYAAAAAAAAQGB5jjHE7iT9as2aNbr/99su+37NnT40fP161atXK8ee++OILtW7dWpKUkpKiAQMGaOnSpQoKClKXLl00c+ZMlSlTxnYedh+RDiAXPB7/rxe8UxKAooBzDwAAAOAKu/W1AlmkLCgoUgJXAIUCAG7g3AMAAAC4wm59rVDekxIAAAAAAABA0UGREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFXBV6LRgwcP6ttvv1WNGjUUExNzJboAAAAAAAAAUETk+UrKjz/+WPfff782b96c7ftTp05VnTp1dP/99ysuLk6PP/54vpMEAAAAAAAAUHTluUj52muvacWKFapXr573e3v37tXo0aNljFGjRo1UqlQpLV68WEuXLnUkWQAAAAAAAABFT56LlNu3b1ejRo1UtmxZ7/fefPNNSdKsWbO0bds2ffPNNypRooTmzp2b/0wBAAAAAAAAFEl5LlL++uuvqlKlSrbvrVmzRldddZV69eolSapbt65atGihXbt25artdevWqWPHjqpcubI8Ho+WLFmS7XVjjJ555hlVqlRJV111ldq2bav9+/dni0lJSVFCQoLCw8MVGRmpJ554QqdOncr1dgIAAAAAAAC4svJcpDx79qxKlCjh/XdGRoa2bdum+Ph4hYSEeL9fuXJlJScn56rt06dPq1GjRnrllVdyfH3KlCmaOXOmZs+erU2bNql06dJq166dzp49641JSEjQrl27tGrVKn3yySdat26d+vTpk8utBAAAAAAAAHCl5fnp3hUqVMh29eLGjRt15swZNW/ePFvcmTNnVLp06Vy13aFDB3Xo0CHH14wxmj59up5++ml16tRJ0sX7Y1asWFFLlixR165dtWfPHq1YsULffPONmjRpIkn6+9//rrvuuksvvPCCKleunKt8AAAAAAAAAFw5eb6SslmzZtq5c6fefvttpaam6m9/+5s8Ho/atm2bLW7Pnj2OFgUPHjyo5OTkbP1EREQoPj5eGzZskCRt2LBBkZGR3gKlJLVt21ZBQUHatGmTz7bT09OVlpaW7QsAAAAAAADAlZXnIuWoUaMUHByshIQERUVFafny5WrcuLFatmzpjTl8+LD27t2rm2++2ZFkJXk/Ol6xYsVs369YsaL3teTkZFWoUCHb68HBwYqKivL70fNJkyYpIiLC+1WtWjXH8gYAAAAAAACQszwXKRs3bqxPP/1UrVq1Ur169dSrVy998skn2WLeffddRUREqE2bNvlONBDGjBmj1NRU79fhw4fdTgkAAAAAAAAo8vJ8T0pJatOmjd8C5LBhwzRs2LD8dHGZ6OhoSdKxY8dUqVIl7/ePHTummJgYb8zx48ez/dyFCxeUkpLi/fmchIaGKjQ01NF8AQAAAAAAAPiX5yspX3vtNX399deWcRs3btRrr72W124uU6tWLUVHR2v16tXe76WlpWnTpk1q2rSpJKlp06Y6efKktm7d6o35/PPPlZmZqfj4eMdyAQAAAAAAAJB/eS5S9urVS6+++qpl3Pz58/XYY4/lqu1Tp05px44d2rFjh6SLD8vZsWOHDh06JI/Ho8GDB2vixIn6+OOP9d1336lHjx6qXLmyOnfuLEmqV6+e2rdvr969e2vz5s1av369BgwYoK5du/JkbwAAAAAAAKCAydfHve0wxuT6Z7Zs2aLbb7/d+++hQ4dKknr27KlFixZp5MiROn36tPr06aOTJ0+qRYsWWrFihcLCwrw/8+abb2rAgAFq06aNgoKC1KVLF82cOTP/GwQAAAAAAADAUVe8SHn8+HGVKlUqVz/TunVrv8VNj8ejZ599Vs8++6zPmKioKL311lu56hcAAAAAAABA4OWqSLlu3bps/05OTr7se1kuXLigXbt26bPPPlODBg3yniEAAAAAAACAIi1XRcrWrVvL4/F4/71y5UqtXLnS788YY5SYmJi37AAAAAAAAAAUebkqUrZs2dJbpFy7dq0qVKigunXr5hgbEhKiqlWrqkuXLrrrrrvynykAAAAAAACAIilXRco1a9Z4/z8oKEgdOnTQggULnM4JAAAAAAAAQDGS5wfnfPHFF4qOjnYyFwAAAAAAAADFUJ6LlK1atXIyDwAAAAAAAADFVJ6LlJc6cuSIjhw5orNnz/qMadmypRNdAQAAAAAAAChi8lWk/OijjzR69Gh9//33fuM8Ho8uXLiQn64AAAAAAAAAFFF5LlIuX75cXbp0UWZmpiIiInTttdcqPDzcydyAguP/nmrvkzGByQMAAAAAAKAIynOR8vnnn1dmZqbGjx+v0aNHKyQkxMm8AAAAAAAAABQTHmPydglYmTJlVKdOHW3bts3pnAqMtLQ0RUREKDU1latEizuupHQOYwnADZx7AAAAAFfYra8F5bWDEiVKqG7dunn9cQAAAAAAAACQlI8iZcOGDfXf//7XyVwAAAAAAAAAFEN5LlIOHjxY69ev15YtW5zMBwAAAAAAAEAxk+ciZZcuXTR27Fi1a9dOs2bN0qFDh5zMCwAAAAAAAEAxkecH55QoUcJ+Jx6PLly4kJduXMWDc+DFAxecw1gCcAPnHgAAAMAVdutrwXntIDe1zTzWQQEAAAAAAAAUA3kuUmZmZjqZBwAAAAAAAIBiKs/3pAQAAAAAAAAAJ1CkBAAAAAAAAOAqipQAAAAAAAAAXJXne1IWh6d7AwAAAAAAALjyeLo3AAAAAAAAAFfl+ePemZmZOX5lZGTowIEDmjlzpsqVK6dx48bxJHAAAAAAAAAAPuX5SkpfPB6PatasqQEDBqh+/fpq27at6tevry5dujjdFQAAAAAAAIAi4Io+OKd169aKjY3VtGnTrmQ3AAAAAAAAAAqxK/5072uvvVbffffdle4GAAAAAAAAQCF1xYuU+/fv58E5AAAAAAAAAHy6YkXKCxcu6Pnnn9eOHTsUGxt7pboBAAAAAAAAUMjl+cE5d9xxh8/XfvvtNx04cEAnT55UUFCQ/vKXv+S1GwAAAAAAAABFXJ6LlGvWrLGMuf766zV58mS1b98+r90AAAAAKMo8Ht+vcdsoAACKjTwXKb/44gufr4WEhKhKlSqqXr16XpsHAAAAAAAAUEzkuUjZqlUrJ/PIlYyMDI0fP15vvPGGkpOTVblyZfXq1UtPP/20PP+3EmuM0bhx4zRv3jydPHlSzZs31z/+8Q9df/31ruUNAAAAAAAA4HJX/OneV0JSUpL+8Y9/6OWXX9aePXuUlJSkKVOm6O9//7s3ZsqUKZo5c6Zmz56tTZs2qXTp0mrXrp3Onj3rYuYAAAAAAAAA/shjTP5v9LJx40Z98cUXOnLkiCSpSpUquv3223XrrbfmO8Gc3HPPPapYsaLmz5/v/V6XLl101VVX6Y033pAxRpUrV9awYcM0fPhwSVJqaqoqVqyoRYsWqWvXrrb6SUtLU0REhFJTUxUeHn5FtgWFhL97JUncLyk3GEsAbuDcAxRc3JMSAIAizW59Lc8f95akQ4cOKSEhQV9//bWkix+xluT9yHXz5s31xhtvOH5vymbNmmnu3Ln6/vvvVadOHe3cuVNfffWVpk2bJkk6ePCgkpOT1bZtW+/PREREKD4+Xhs2bPBZpExPT1d6err332lpaY7mDQAAAAAAAOByeS5Snjx5UrfffrsOHjyosLAwtWvXTtddd50k6cCBA1qxYoW++uortWnTRlu2bFFERIRjSY8ePVppaWmqW7euSpQooYyMDD3//PNKSEiQJCUnJ0uSKlasmO3nKlas6H0tJ5MmTdKECRMcyxMAAAAAAACAtTwXKV988UUdPHhQd911l+bOnavKlStnez05OVm9e/fWp59+qhdffFHPPvtsvpPN8u677+rNN9/UW2+9pZtuukk7duzQ4MGDVblyZfXs2TPP7Y4ZM0ZDhw71/jstLU3VqlVzImUAAAAAAAAAPuT5npT169fXL7/8ooMHD6pUqVI5xvz++++qVauWrrnmGv373//OV6KXqlatmkaPHq3+/ft7vzdx4kS98cYb2rt3rw4cOKDrrrtO27dvV0xMjDemVatWiomJ0YwZM2z1wz0p4cW9zJzDWAJwA+ceoODinpQAABRpdutreX6698GDB9WqVSufBUpJKlWqlFq1aqWDBw/mtZsc/f777woKyp56iRIllJmZKUmqVauWoqOjtXr1au/raWlp2rRpk5o2bepoLgAAAAAAAADyJ88f9y5RooTOnz9vGXfhwoXLCor51bFjRz3//POqXr26brrpJm3fvl3Tpk3T448/Lunig3sGDx6siRMn6vrrr1etWrU0duxYVa5cWZ07d3Y0FwAAAAAAAAD5k+ci5fXXX681a9bo5MmTioyMzDEmJSVFX3zxherUqZPXbnL097//XWPHjtWf//xnHT9+XJUrV1bfvn31zDPPeGNGjhyp06dPq0+fPjp58qRatGihFStWKCwszNFcAAAAAAAAAORPnu9JOXnyZP3lL39R06ZNNXfuXN10003ZXv/uu+/Ut29fbdq0SZMmTdLIkSMdSTiQuCclvLiXmXMYSwBu4NwDFFzckxIAgCLNbn0tz0XKM2fOqFmzZtq5c6eCgoIUGxurWrVqSZIOHDigHTt2KDMzUzExMfr6668L5RWMFCnhxR+3zmEsAbiBcw9QcFGkBACgSLviRUpJOnHihBITE/Xee+95H1qTJSgoSA8++KBeeeUVRUVF5bULV1GkhBd/3DqHsQTgBs49QMFFkRIAgCLNbn0tz/eklKRy5crp7bff1uHDh7Vu3TodOXJEklSlShW1bNlS1apVy0/zAAAAAAAAAIqBfBUps1SrVk0JCQlONAUAAAAAAACgmAnK6w/+85//1LXXXqsVK1b4jFmxYoWuvfZavffee3ntBgAAAAAAAEARl68i5cmTJ3XHHXf4jLn99tt14sQJvfnmm3ntBgAAAAAAAEARl+ci5bfffquGDRsqJCTEZ0xoaKgaNWqknTt35rUbAAAAAAAAAEVcnouUycnJqlKlimVclSpVlJycnNduAAAAAAAAABRxeS5SlipVSv/73/8s4/73v//5vdoSAAAAAAAAQPGW5yLlTTfdpPXr1yslJcVnTEpKir766ivVrVs3r90AAAAAAAAAKOLyXKTs0qWLTp8+rUceeUS///77Za+fOXNGjz76qM6cOaMHHnggX0kCAAAAAAAAKLo8xhiTlx88c+aMmjRpor1796pSpUrq3r2794rJvXv36p///KeOHj2qG264QVu2bFGpUqUcTTwQ0tLSFBERodTUVIWHh7udDtzk8fh/PW+HUfHEWAJwA+ceoODyd3xybAIAUOjZra/luUgpSf/973913333aevWrfL84ZcLY4xiY2P14Ycfqnr16nntwlUUKeHFH7fOYSwBuIFzD1BwUaQEAKBIs1tfC85PJ1WrVtXmzZu1dOlSrVixQj/99JMkqXr16mrfvr3uvffey4qXAAAAAAAAAHCpfF1JWdRxJSW8uALHOYwlADdw7gEKLq6kBACgSLNbX8vzg3MAAAAAAAAAwAkUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiq0BYpjxw5okceeUTly5fXVVddpQYNGmjLli3e140xeuaZZ1SpUiVdddVVatu2rfbv3+9ixgAAAAAAAAByUiiLlCdOnFDz5s1VsmRJLV++XLt379aLL76ocuXKeWOmTJmimTNnavbs2dq0aZNKly6tdu3a6ezZsy5mDgAAAAAAAOCPPMYY43YSuTV69GitX79eX375ZY6vG2NUuXJlDRs2TMOHD5ckpaamqmLFilq0aJG6du1qq5+0tDRFREQoNTVV4eHhjuWPQsjj8f964TuM3MNYAnAD5x6g4PJ3fHJsAgBQ6NmtrxXKKyk//vhjNWnSRA8++KAqVKig2NhYzZs3z/v6wYMHlZycrLZt23q/FxERofj4eG3YsMFnu+np6UpLS8v2BQAAAAAAAODKKpRFygMHDugf//iHrr/+eq1cuVKJiYl66qmntHjxYklScnKyJKlixYrZfq5ixYre13IyadIkRUREeL+qVat25TYCAAAAAAAAgKRCWqTMzMxU48aN9be//U2xsbHq06ePevfurdmzZ+er3TFjxig1NdX7dfjwYYcyBgAAAAAAAOBLoSxSVqpUSTfeeGO279WrV0+HDh2SJEVHR0uSjh07li3m2LFj3tdyEhoaqvDw8GxfAAAAAAAAAK6sQlmkbN68ufbt25fte99//71q1KghSapVq5aio6O1evVq7+tpaWnatGmTmjZtGtBcAQAAAAAAAPgX7HYCeTFkyBA1a9ZMf/vb3/TQQw9p8+bNmjt3rubOnStJ8ng8Gjx4sCZOnKjrr79etWrV0tixY1W5cmV17tzZ3eQBAAAAAAAAZFMoi5Q333yzPvzwQ40ZM0bPPvusatWqpenTpyshIcEbM3LkSJ0+fVp9+vTRyZMn1aJFC61YsUJhYWEuZg4AAAAAAADgjzzGGON2EgVVWlqaIiIilJqayv0pizuPx//rHEb2MZYA3MC5Byi4/B2fHJsAABR6dutrhfKelAAAAAAAAACKDoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVwW4nAAAA8sHj8f+6MYHJAwAAAADygSspAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAVxWJIuXkyZPl8Xg0ePBg7/fOnj2r/v37q3z58ipTpoy6dOmiY8eOuZckAAAAAAAAgBwV+iLlN998ozlz5qhhw4bZvj9kyBAtXbpU//rXv7R27VodPXpU999/v0tZAgAAAAAAAPClUBcpT506pYSEBM2bN0/lypXzfj81NVXz58/XtGnTdMcddyguLk4LFy7U119/rY0bN7qYMQAAAAAAAIA/KtRFyv79++vuu+9W27Zts31/69atOn/+fLbv161bV9WrV9eGDRt8tpeenq60tLRsXwAAAAAAAACurGC3E8irt99+W9u2bdM333xz2WvJyckKCQlRZGRktu9XrFhRycnJPtucNGmSJkyY4HSqAAAAAAAAAPwolFdSHj58WIMGDdKbb76psLAwx9odM2aMUlNTvV+HDx92rG0AAAAAAAAAOSuURcqtW7fq+PHjaty4sYKDgxUcHKy1a9dq5syZCg4OVsWKFXXu3DmdPHky288dO3ZM0dHRPtsNDQ1VeHh4ti8AAAAAAAAAV1ah/Lh3mzZt9N1332X73mOPPaa6detq1KhRqlatmkqWLKnVq1erS5cukqR9+/bp0KFDatq0qRspAwAAAAAAAPChUBYpy5Ytq/r162f7XunSpVW+fHnv95944gkNHTpUUVFRCg8P18CBA9W0aVPdeuutbqQMAAAAAAAAwIdCWaS046WXXlJQUJC6dOmi9PR0tWvXTrNmzXI7LQAAAAAAAAB/4DHGGLeTKKjS0tIUERGh1NRU7k9Z3Hk8/l/nMLKPsQScxTFlD+MEFFz+jk+OTQAACj279bVC+eAcAAAAAAAAAEUHRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKuC3U4AyAuPx+P3dWNMgDIBAAAAAABAfnElJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVhbZIOWnSJN18880qW7asKlSooM6dO2vfvn3ZYs6ePav+/furfPnyKlOmjLp06aJjx465lDEAAAAAAACAnBTaIuXatWvVv39/bdy4UatWrdL58+d155136vTp096YIUOGaOnSpfrXv/6ltWvX6ujRo7r//vtdzBoAAAAAAADAH3mMMcbtJJzwyy+/qEKFClq7dq1atmyp1NRUXXPNNXrrrbf0wAMPSJL27t2revXqacOGDbr11lst20xLS1NERIRSU1MVHh5+pTcBueDxePy+7vi0tuhPReMwCgzGEnAWx5Q9jBNQcPk7Pjk2AQAo9OzW1wrtlZR/lJqaKkmKioqSJG3dulXnz59X27ZtvTF169ZV9erVtWHDhhzbSE9PV1paWrYvAAAAAAAAAFdWkShSZmZmavDgwWrevLnq168vSUpOTlZISIgiIyOzxVasWFHJyck5tjNp0iRFRER4v6pVq3alUwcAAAAAAACKvSJRpOzfv7/+/e9/6+23385XO2PGjFFqaqr36/Dhww5lCAAAAAAAAMCXYLcTyK8BAwbok08+0bp161S1alXv96Ojo3Xu3DmdPHky29WUx44dU3R0dI5thYaGKjQ09EqnDAAAAAAAAOAShfZKSmOMBgwYoA8//FCff/65atWqle31uLg4lSxZUqtXr/Z+b9++fTp06JCaNm0a6HQBAAAAAAAA+FBor6Ts37+/3nrrLX300UcqW7as9z6TERERuuqqqxQREaEnnnhCQ4cOVVRUlMLDwzVw4EA1bdrU1pO9AQAAAAAAAASGxxhj3E4iLzweT47fX7hwoXr16iVJOnv2rIYNG6Z//vOfSk9PV7t27TRr1iyfH/f+I7uPSEfg+dr/WRyf1hb9qXAeRu5gLAFncUzZwzgBBZe/45NjEwCAQs9ufa3QFikDgSJlwUWRshBjLAFncUzZwzgBBRdFSgAAijS79bVC+3FvAAAAAAAAIE9YxC5wCu2DcwAAAAAAAAAUDRQpAQAAAAAAALiKIiUAAAAAAAAAV3FPSgAAAABA0cCDmACg0OJKSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFfx4BwAAOAoj7+HFkgyPLgAAAAAwB9wJSUAAAAAAAAAV3ElJQDHcPUUYJ+/44VjBQAAAEBxw5WUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAV96QEAAQc92MEAAAAAFyKKykBAAAAAAAAuIorKQEAKKC44hRwVqCPqUD256+vK9EfAACA07iSEgAAAAAAAICrKFICAAAAAAAAcBUf9wbAR0oBAK7gI8oA4Dx+t4eTmE8IJK6kBAAAAAAAAOAqrqQEgCKO1U/APo4XAAAAwB1cSQkAAAAAAADAVVxJiQLHyftTcUUM7OCeaCgOOB8CQODxO4Y9hXmceH8FAo/jrujiSkoAAAAAAAAAruJKSgBAob6CAQg0Vu/hJOaTPYyTvTEoiONUEHMKNMYAAOzhSkoAAAAAAAAAruJKSgAAADiusF45xJXlKOq4/7s9nAvsYZzssTtORfmYAuzgSkoAAAAAAAAArqJICQAAAAAAAMBVfNwblvhICGBfoOc4x5Q9jBMAXOTU+bAgfsSzIOaEgom5UrTx0Wp7OA4Cr7jPOTu4khIAAAAAAACAq4p8kfKVV15RzZo1FRYWpvj4eG3evNntlAoUj8fj96s4cGr77Y5lcR/vQCvMc7yw5l2UFeb5hMIrkO8tzHEUB/y+Zg9jACfxPuWc/J7D3BqngpiTk4rytgVSkS5SvvPOOxo6dKjGjRunbdu2qVGjRmrXrp2OHz/udmoAAAAAAAAA/k+RvifltGnT1Lt3bz322GOSpNmzZ2vZsmVasGCBRo8e7XJ2RY+/FQLur5A7dsbSakXGGGMrxsmcnJTfMSjI9390cr8EWiD3i91xCkR/ud0nhfV86NS5J1D9XYmcnBLoc7QdhfU9IdDnAidzKor9FZfzoR2MU+AV5XEqiL/bF+Zzj1MK4jgVRI7tO6urDl34XYX9G1hFtkh57tw5bd26VWPGjPF+LygoSG3bttWGDRty/Jn09HSlp6d7/52amipJSktLu7LJFmB2tj2QMQU1JxXAnAriONmKK4A5FcRxIidyKojnJyfb4txTMMeJnMgp0Dk5dWzajSus40ROzs0nJ/sriGNATuRUmHMK9O9rBfHv/MIqa/usiroeU0TLvkePHlWVKlX09ddfq2nTpt7vjxw5UmvXrtWmTZsu+5nx48drwoQJgUwTAAAAAAAAKPIOHz6sqlWr+ny9yF5JmRdjxozR0KFDvf/OzMxUSkqKypcvXyxudpqWlqZq1arp8OHDCg8Pv6Ixge6PnMiJnMjJjf7IiZzIiZzIiZwKe3/kRE7kRE7k5E5ORYkxRr/99psqV67sN67IFimvvvpqlShRQseOHcv2/WPHjik6OjrHnwkNDVVoaGi270VGRl6pFAus8PBwy4PEqZhA90dO5ERO5ORGf+RETuRETuREToW9P3IiJ3IiJ3JyJ6eiIiIiwjKmyD7dOyQkRHFxcVq9erX3e5mZmVq9enW2j38DAAAAAAAAcFeRvZJSkoYOHaqePXuqSZMmuuWWWzR9+nSdPn3a+7RvAAAAAAAAAO4r0kXKhx9+WL/88oueeeYZJScnKyYmRitWrFDFihXdTq1ACg0N1bhx4y77yPuViAl0f+RETuRETm70R07kRE7kRE7kVNj7IydyIidyIid3ciqOiuzTvQEAAAAAAAAUDkX2npQAAAAAAAAACgeKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK4KdjsBIK9SU1OVnJwsSYqOjlZERESeYnIT90cXLlzQ0aNHVb16dUfbCXROee3LV+7+YpKTk7Vp06Zs/cXHxys6Otp2n7nN3e39m1NbV7K/P7aTnzG3k3decrIb58QY5Gb7nTyGnYixk7vTxxQAAAAAuMKg2Nq1a5dJTEw0MTExJjo62kRHR5uYmBiTmJhodu3aZfnzu3fvNrVq1bIVk9++Lm1r3rx5pl69eiYoKCjbV7169cyrr75qjDG2YnIT58uOHTtMUFCQY+0EOqf89vXH3P3FeDwek5CQYEqUKGGCg4NNhQoVTIUKFUxwcLApUaKEeeSRR8zp06f9tnPpnAvE9jm1f3MzTk7Op1OnTuV7zO3kbedcYKedS+OcGIPczDknj2EnYuzsu+PHj+d7/6akpJjFixdbbl9Rd/78efPTTz+5EvPzzz+bJUuWmNmzZ5vZs2ebJUuWmJ9//rnA5Z2Xtq70tuUmzol23Nx3dvvKT05X0smTJ83evXvN3r17zcmTJ23/XGGdv3a5ee4JZH8FZV4W9OO8IOaU330XyHmQlzke6P3rVH+BPj/Z6c+pmEDn5ERecBZFymLq008/NSEhIebWW28148aNM7NmzTKzZs0y48aNM82aNTOhoaFmxYoVftvITXEqv31d2lapUqXM6NGjzRdffGF2795tdu/ebb744gszZswYU7p0aXP33XdbxkydOtVMmTLFVpwTOdlpJygoKKA52R0nO/vFzjyQZK6//nqzYsUKc+HCBe9rFy5cMCtXrjR16tQxTz75pGPj5MT2ObV/czNOTs6nJ554wrExD0RMVpxTY2B3zjl13Dk5Tnb2XZ06dRzdv+np6eadd94xgwcPNl27djVdu3Y1gwcPNu+++65JT0/3244xxhw6dMg89thjlnG5WeDKb0xui+OBjAnUIoLTx2egFqWczMmpueLGvrM7lk7kZGfRIrfHeUFZAMpNW04vqjqRU0E8zgM1lsbYm5uF+TgviDk5te+casvOHMjt75qB3L9O7btAjWVu+rOzaO7EwrrTOQXyvTMrJr+/axcXfNy7mBo9erRGjRqlZ5999rLXxo8fr/HjxyshIUE9evTw2cYvv/yizMxMDR061G+MMcayrxEjRmjlypV+c85qa+HChXrooYeyvVavXj21bt1ajRo1UkJCgt566y2/MSNGjJDH47Fs69FHH9Vbb73lM6czZ87YyslOO5L08ssvBywnu+Pkr6+s/jIzM9W4cWPL7Vu0aJGaNWuW7bUSJUrozjvv1IIFC9SmTRuVLVvWZzu//PKLJHvjZGf7nBpLJ8fJyfn0/vvva9myZX7HvFWrVtq6datl3lbHud054C8mK87JMbCac/fcc4/Cw8Md6c/OGNgdJzv77rbbbtNXX33lN+buu+/Wiy++6LO/3377TZL0ww8/qF27djp69Kji4+NVsWJFSdL27ds1e/ZsVa1aVcuXL1ft2rV9tpWSkqLFixdrwYIFPmMk6dy5c/rpp58CEiNJxhjLGDcMGjRImzdv1rJly9S2bVuVKFFCkpSRkaHVq1dr4MCBGjRokObNm+dyprlnjClQ22Z3rtgVyH1ndyydGPNDhw7pscce8/u7X26O8x9//FGDBg3SU089pXbt2nnPK8eOHdNnn32mQYMG6cSJExo+fHhuh+WKcmIsnZ5zhZVT5wI7c7MwH+cFMScnz+OBOj+5tX12OLXvAj2Wdvpr0aKFjDH5jnFyPtntL1DjeejQIfXq1UsTJkzI1+/axQVFymLq+++/V0JCgs/Xu3XrpgkTJmjt2rUKDw/PMebUqVOSZCvGqq+kpCTt2rVLMTExlm01aNDAZ1sNGjRQRkaGZcyvv/4qY4xl3Pnz59WwYUPVqlUrx5iff/5Ze/fudaSd77//XsePHw9YTnbH6fjx4+ratatlf3ZyCgkJ8dlfSEiI0tPTbc0nO+NkZ/ucGkunx8mp+ZSZmWk55hkZGbZysrNf7OS0e/duW+Pk1L6z2v7MzExHjzsnYuzuO2OMZUxqaqrKlSvnM8YYI4/Ho8TERDVo0EDbt2+/bD+npaWpR48eevDBBzVhwgSfbR04cECS/Ba0JfsLXHZj7r//fp8xqamp8ng8torjThWZnSxE211EcConp8ZJsl4gsLNtucnJiYWUgrjvJHuLLZIsc7KzaGGM0ccff+wzJjfHuVMLTgVx/tpdVC2I555A5iTZm7/+5qV0cW4W5eO8IOYk2dt3/vrKTVt2zk9OznE7OTk5lk7tOzt5212gdmqc7Cya24lxcj7Z7U9y7r0zLS3NMsbqd+3+/ftbXrhVHFCkLKZq1qypZcuW6YYbbsjx9WXLlqlkyZIaMmSIHnnkkRxjduzYodjYWFsxVn3VqFFDxhhbbU2ePFnz589XcHD26ZuRkaGkpCSFh4dbxtx8880yxljGlSlTRvHx8UpMTPSZ05w5cxxpZ968ebr55psDlpPdcTp9+rSt/uzE9OnTR/Pnz1dsbGy217dv367ExESVLVvWcg7ExcXZGic72+fUWDo9Tk7Np3vuucdyzKOiomzlZOfYtJNT/fr1AzYGduZcx44ddejQIcf6cyLG7r6rWbOmZUzJkiU1ceJExcfH59jf/v371bdvX61fv16bN2/OsRAdHh6u5557Tg0bNtR9993n98pEj8ejGTNm2FpwcmoR7OzZs97V6D/KyMiQJNvF8YJWiLa7iOBUTk6OkxPblpucnFhIKaj7zs5iS9b/+4uzs2hhjHH0OA/UAlCg56/dRdWCeO4JdE525m9kZKQ8Ho/PuKz5WJSP84KYk519Z3c+OXF+kpxdEA/UWDq975xaoHZqnOwsmtuJcXI+2e0v6//9xdl977QzfydOnOj3d21fv68XO1fkQ+Qo8N59910THBxsOnbsaGbMmGHefvtt8/bbb5sZM2aYe++914SEhJgWLVqYwYMH+2wj655vdmKs+nrvvfdM9+7dbbUVHR1typcvb+677z7Tr18/069fP3PfffeZ8uXLm0qVKpn33nvPMua7774zO3futIxLSEgwgwYN8pnTDz/8YJo0aeJIO61btw5oTnbH6amnnrLsr0qVKpYxzZs3N+3btzcej8dERUWZunXrmrp165qoqCgTFBRkOnToYB544AHLOeDxeGyNk53tc2osnRwnJ+dTSkqK5Zj37dvXsq0KFSrYOjbt5GRnnJwaAztz7sSJE44dd3b2r50Yu/vu4MGDljEtWrQwSUlJPvvLOqYqVapkli5d6jPu448/NkFBQWbJkiU+Y7Zv326CgoJMnTp1zOuvv+43TpJjMf7ua5eVU1xcnJk1a5ZlW4GKCQoKMt27dzexsbFm27Ztl8Vs27bNxMXFmaioqIDm5OQ4ObFtucnJzlwprPvOqq+EhARbOZUsWdIkJSWZNWvW5Pg1b948I8nR47xHjx7m/Pnzl71+4cIF06NHD1OmTJlCOX/Lli1ruf0F9dwT6JzszN/w8HBbc7MoH+cFMSc7+87ufHLq/OTkHA/UWDq975wYSyfHqWbNmo7EODmf7Pbn5HunnRir37UrVark8/XihCspi6kHH3xQVapU0cyZM/Xiiy8qOTlZkhQdHa2mTZtqzZo1qlWrltLT03220ahRI/3888+WMcYYff311377atq0qZo3b26rrd9++01vvPGGNm7c6P3YUXR0tCZOnKju3bsrPDxcd955p2WMdPFj73bifLnuuuv0zTff2MrJqp0vvvgi4DnZGacZM2ZY9vff//7XMuarr76SJO3du1cbNmy4bB7UrVtXycnJlnMga9XLzjjZnQdOjKVT4+T0fFq+fLnfMbdy3XXXaefOnbaOTbs5WcU5NQZ25pwkRUZGOnLc2dm/dmJys++WL1+uPXv2aOPGjTnGzJs3z/vRmJxER0dr3LhxysjIUI8ePTR27Fi1adMm273jVq9erYkTJ6p27draunWrOnXqlGNbHo9Hxhg1adJEW7du9XnlbdbVMk7FbNu2TU888USOMaGhoapevbqaN2+uffv2+RgFqWzZsqpSpUrAYlq2bKmXX35Z3bt3V1xcnMqVK6cKFSpIung7i5MnT6pdu3Zq0qRJQHNq2LChI201b95cZcuWzfe22c2pQoUKtuZKYdx3dsby5ZdfljHGMqesKzRatWqVY3+RkZGS5Ohx/tlnnyk6OlotW7bMdl5Zt26dQkJC1KlTp0I5f2vVqmW5/caYAnnucWqcnJy/R44ckWRvbhbF47wg5mR3340bN86Rtuyen5ya4069TwV63zk1lnbPT3b6e++995SYmJjvGCfnk93+nHzvtBNj9bv2wIEDfW57ceIxVn9ZAgCAIi8pKUkzZsxQcnKy9489Y4yio6M1ePBgNW3aVKdPn1b79u1z/PnTp09ry5YtuuGGG5Senq4aNWr47CtrQSK/Menp6crIyFCpUqVsbmXBk59FhIIuUNtmZ65cCYHcd3b7srNo8dRTT+XYx7FjxzRmzBg99NBDjhznkrItOP0xJzsLQG6ys6ga6DlXWPmbl5Jszc2pU6dq4MCBRfo4L4g5OdlXfs9Ps2fP1rhx4/K+MTkI9P51qj9/7VyJsbSTt50Yq3NBbjjZX37nZu/evdW2bVvLMQ8LC/P7u/bIkSNzPQ5FEUVKBFRqamq2gz8iIuKymAsXLmjXrl3Z4m688UaVLFnSsv3z58/r559/VvXq1W3HJCcna9OmTd7+KlWqpFtuuUXR0dGW/Z0+fVpbt25Vy5Yt85XTH9txKic77eSnrz/2t3nz5hzfLG655RbLdk6cOKGlS5c68tS+S8c8kGNpty2n+svPeEv2xvzSnOwcm/nNyakxtzPef9x+p/qzMwZO7buuXbtqyZIll7XVrFkzderUye99dnw5cOCAjh075m3L132BAAAAAOTOwYMHs/3ezu/a2VGkRI727Nmju+++2/uxx5zs3LlTjRs39j6YwF/MnDlzNG3aNO/l2+b/bth7ww03aNiwYXriiSeUmZmpZ555Rq+88opSU1OztRMREaEBAwZowoQJCgoKciSntLQ09e3bV2+//bY8Ho+ioqIkSSkpKTLGqFu3bpozZ47fK3Ry018gc4qNjVX37t39tjNt2jQNGTIkX31d2l/z5s21fv16Va9ePdvl64cOHVLz5s31/vvvey+hz+84+YvJzRg4NZZ2x8nO9tnp77nnntOjjz6ar/HObU5/+ctf/B6b/fv314MPPuhITk7tOzeOO6vjYPbs2erXr59j41SrVi0dPXpU8fHx2dratGmTqlatquXLl6t27do+2zl27JjmzJmjZ555xm9/Ocm6BUBoaGiufzY38rNwdeHCBR09etTvIpGU+0UEOzGBXkS40jF/jLvSi1J5ySk/c8XJccrt9jk1lufOnXN80cKJ4/xKLzgVxPlrVyCP4Ss1TlYxTs/Lwnqc24kJ9PuGk8dBoOeB1bbZySk322fVn5P7LtDnpyvdX14W1p3IyW5/gZibyKUA3fsShcyOHTtMUFCQZYzH47GMkWRKlSplRo8ebb744guze/dus3v3bvPFF1+YMWPGmNKlS5upU6eaESNGmGuuucbMnj3bHDx40Pz+++/m999/NwcPHjRz5swxFSpUMCNHjnQk76CgIPPEE0+Y66+/3qxYscJcuHDB+/qFCxfMypUrTZ06dcyTTz7pWH+BzEmSZTt16tTJd1+X9te0aVOzd+/ey17fu3evadasmenUqZNJTU31+fXll186MudyMwZOjaXdcbKzfXb6q1mzpuV4P/DAA37HOzdjLsny2KxTp46tnOyMk1P7zuPx2Np+J487qzGoUqWKY/tOkve4+qPU1FTTqVMnc+edd1rmnTUHdu3aZRITE01MTIyJjo420dHRJiYmxiQmJppdu3YZY4z57LPPTIcOHUxkZKQJCgoyQUFBJjIy0nTo0MGsWrXKb1859ekvxuPxmL/+9a8mMjLSeDyebF+RkZHm6aefNhkZGfnuKzc52c27RYsWxuPxmBo1aphbbrnF3HLLLaZGjRre144dOxbQnJyIyYpzYvuuRE6BmCtOzycnx3L//v3m2muvNWFhYaZVq1bmoYceMg899JBp1aqVCQsLM7Vr1zb79+/321ZycrKZMGGCY8e5x+MxCQkJpkSJEiY4ONhUqFDBVKhQwQQHB5sSJUqYRx55xJw+fdrW9uU35tKcCtr8LazH+b///W/LmI0bN+Z7XhpzcW6OGzeuUB7nBfF9w8nj4NixYwGZB1nnJ6dycuo4d3LfBer8lDWWgR4nO3PAqZzs9ufke+cvv/xikpKSTOfOnc2tt95qbr31VtO5c2czZcoUc/z4cb9tGGPMoUOHzGOPPWYZVxzw4JxiaujQoX5f/+WXX5SZman777/fZ0xqaqqMMZYxkrRw4UI99NBD2V6rV6+eWrdurUaNGmnEiBE6d+6cXn/9dbVr1y5bXM2aNdWnTx/VqFFD99xzj1atWuWzvzNnzigzM1ONGzf2GyNJ77//vpYtW6ZmzZple71EiRK68847tWDBAt122216//33fbaVkZFhq7/MzEzv1Vm+2nEyJ0latGiRZTtfffWV35h77rnHb1+X9vfKK6/ohhtuuOz1G264QTNnzlSTJk1Urlw5n+0YY2zNJ4/H43e8pf9/H9sZAyfG0u442Z0HVv21aNFCH3zwgd/xbt26tSIjI733O8lJ1pjbycnq2OzQoYPefvtty5z89XVpf07sO2OM5ZzzeDyOHnd2joOlS5c6su8kaeLEiTne0y08PFzPPfecbr75Zn377bc+28m6un358uXq3LmzGjdurE6dOmW7KnPVqlVq3LixBgwYoBkzZuiBBx7QSy+9lC3ms88+01133aX58+fr0Ucf9dnfH/O3ipk7d64mT56sdu3aXdbf2LFjde7cOSUlJVm2FUjGGGVkZGjPnj2X7ed9+/bp8ccfV//+/TV//ny/7fz2229XMs08s7N9ffr00WuvveazDae3LdBzJS0tze/rdrfPybFMTExUgwYNtH379svOCWlpaerRo4f69++vlStX+mwrOTlZ48ePV4kSJRw7zjdv3qxly5apbdu2KlGihKSL58vVq1dr4MCBGjRokObNm2fZllMCOX/tnOcKKjvj1K5dO1WvXt1vzL333qumTZvma15KF+fmhAkTdM011xS649yOQL9vOHkc/PnPf7Zsy4l5kDUH7Hzyw05OTh7nTu27QJ2fssby22+/daQ/Y4zf4yUrxs57VNmyZR3LyU5/mZmZjr13Tp8+XaVKlVLbtm1Vp04dSRfPTzNnztTkyZO1cuVKNWnSxGc7KSkpWrx4sRYsWOAzprigSFlMzZgxQzExMT5vWH7q1ClJ0tmzZ72/BPxR1h/ldmIaNGjgM5cGDRro119/lcfjUeXKlX3GVapUSRcuXFDDhg193rfh559/1t69ey1jvv/+e2VmZvq9fDskJETGGD3++OM+8//pp580btw4WzlZtTNhwgRHc7LTjlVMZmamLly44P3jx19/Vm9OHo9HkyZN8j4h7Y/279+v3r1725pPu3fvVteuXS3HPFBjmZtxcqI/j8djOd6hoaEKCgrSX//6V8sxt5OT1bFp5xeU0NBQnTlzxtY4ObXvrOZc3759HT3u7BwHTu67H3/8UfXr188x5scff1R6erpiY2Nz/GM56+mzHo9Ho0eP1qhRo/Tss89eFjd+/HiNHz9ekyZN0vTp09W/f//LYnr16qUWLVro2Wef1Ycffuhz+6TcLXA5sXAlyVZx3M4igt2FBqtitZOLCE7mbXcRwalFKSdzsrOQ4q8YlptxcnIByImx9Hg8Wr9+vTZv3pzvRQtjjGPHueTMglNBnb92FlUDee5xY5ysFt2aNGliuZgWHx/vd15K//+CWmE8zgvi+4ad/uyee1auXKl169blex7YOT/ZHUu7OTn1PuXUvrPTlp28JdlaoHZynOzkZOdcUKJECUdystufJMfeOx988EHNnj37sv1sjFG/fv2UkJCgqVOn+mzH3232ihuKlMVU7dq1NWTIED3yyCM5vr5jxw7FxsaqS5cueuKJJ3zGfPzxx7ZiJk+erPnz5ys4OPuUy8jIUFJSkm6++WaVKVNGw4cP15tvvqmrr746W9yvv/6qUaNGKSIiQvHx8UpMTPTZ35w5cyxj5s2bp3vuuUd9+vTR/PnzFRsbmy1m+/btSkxM1NVXX61q1aqpZ8+eOba1c+dOjRs3zlZOVu1MmDDB0Zys2sn6pc5fTMeOHXXw4EFb/fXs2VMvvfSS2rRp4z3Rp6WlafXq1Ro6dKi3yNWqVasc24mMjJQky/n0ySefqH79+rbGPFBjmZtxcqK/2rVrW453t27d9O9//1uS9Zjbycnq2KxRo4atnLZt2+bIGNjdd1bbb4xx9LizGoP69es7uu969OihsWPHqk2bNtmuKlm9erUmTpyoq666Si+//LLatGmTYzu7du1Sx44d9f333yshISHHGEnq1q2bJkyYoLZt2/qMadOmjYYNG6Yff/xRf/rTnxxZ4HJi4er7779Xenq6Y4sIThSrnV5EcCJmwoQJtsfJqUUpJ3Oys5Di1DiVLVvWsX3nxFj27dtXkZGRjixaSHL0OHdqAaggzl8757BAn3sCPU52YqzmZWRkpGJiYrLNwUtd+v3CepwXxPcNp849oaGhjswDu+cnO/vObk5OvE85ve+cytvOArWT42Qnxs654Ny5c47lZKe/rP93Ym4OGTIkx0K0x+PRkCFDNHfuXN13331+r7L3V8guVvL4MXEUct27dzeDBw/2+XrW/dX+/Oc/+4zZvXu3KVOmjGVM5cqVTXR0tClfvry57777TL9+/Uy/fv3MfffdZ8qXL28qVapkvvvuO3Po0CFTv359ExwcbGJjY0379u1N+/btTWxsrAkODjYNGzY0jz32mBk0aJDP/n744QdTpUoVy5jWrVublJQU0759e+PxeExUVJSpW7euqVu3romKijJBQUGmQ4cO5umnnzbjx4/32dahQ4dMvXr1LPurVauWZTu9evVyLKdu3bpZtnPw4EHLmBMnTpjnn3/esr9HH33U9OvXz4SEhJigoCATFhZmwsLCTFBQkAkJCTGJiYnmlVdeMTNmzPDZTnJysomJibGcTzVr1jRPPfWU5Zg3b948YGNpd5waN27sSH/JycmW43327Fkzd+5cyzG/4447LHN68MEHLY/N/fv328rJzjjZGQM7+65Zs2aW2z9+/HjHjjs7x0Fqaqpj+278+PFm8uTJplKlSsbj8XjvHefxeEylSpVMUlKSufPOO81zzz3ns52s+/bUrVvXvPjiiz7jXnzxRRMaGmpGjBjhM2bkyJGmcePGpkGDBubVV1/1Gbd9+3YjyVbMnXfeaX755ZfLXv/ll19M+/btTUREhJk1a5bfdoKCgkyzZs3M9OnTfcZlvec5FVOjRg3zwQcfZLtfaGpqqvnggw9MzZo1zYABA0zr1q1NUlJSwHKyisnNOFltX5UqVRzZttzkZDVXypUr59g4ObnvnBhLj8djxo4da8qVK2emTZtmdu7caZKTk01ycrLZuXOnmTZtmomKijJXXXWVmT9/vvnxxx9z/Fq2bJmR5OhxHhsba7Zt23bZ69u2bTNxcXHm6quvLrTz12r73Tj3BHKcGjRoYBlz8803W87LcePGmfLly9uam4X1OC+I7xtOnXv+/Oc/OzIP7J6f7Ow7Ozk59T7l9L5zKm+rsXR6nOzE2DkXOJmTnf6cfO9cvHixz5wWL15sSpQoYZYsWeIzJut9A9yTsth68cUXvU9szEmjRo109uxZv0/GrVevnn799VfLmCNHjui3337TG2+8oY0bN3ovZY6OjtbEiRPVvXt379VEO3fu1MqVK7Vx40bv07VuueUW/e1vf9Odd97p98neknTdddfpv//9r2XMF198Ienifdj27t2b49PD6tat67cd6eIVaLt377bsz+ry7WrVqmnhwoWO5fTWW29JkmU7y5cv1549e7KN9x9j/vKXv1j2l3VfkKSkJG3dujVbW3FxcT5vK3CpihUrauPGjZbz6eDBg5ZtXXfddfrqq68kWY+B1bbZHUs747R161bb/Vntl3/84x+W4927d2+//VWsWFGrV6+2zOndd99VZmam5bFpJyc742R3DKzaWb9+veX2Z11taedYsOrP7nGQNU5btmzRsWPHcoyxs++ych81apQOHjyYrb+sKwuvv/56nT592mc71atX18KFC1WqVCl1795da9asUdu2bS+7KnPFihX6y1/+oqlTp2rFihU5xhw4cEDLli3TwoULtW3bNp9XRIeGhqpMmTKWMVWrVtXRo0dVqVIlNWjQIFt/3333nW688Ubdf//93o8t5aRs2bJq2bKl/vSnP+nkyZM+46KiotS4cWNHYh599FGVLl1aXbt21YULF7I9PTI4OFhPPPGEXnjhBb322mvej6PnJDo6WnfccUfA8u7Ro4euv/56R7avfv36unDhQr63zW5ODz74oPbs2eN3rvTu3duxcWrWrJkj+86psRw3bpzGjRun0qVLa+rUqRo2bJj3agxjjKKjozVq1CitXr1aR48eVY0aNXJsKyvfWbNmOXKcV6tWTRUrVlRcXJzKlSunChUqSJKOHz+ukydPql27durQoUOhnL8xMTGW21+9enXdfffdATuGAz1OkydP1qhRo/zGvPTSS5o+fbrfeTly5Eht2LDB1ty0ek8oiMd5QXzfcPLcM3r0aGVmZuZ7Htg9P9nZd9OmTbPMyan3KSf33dNPP61ff/0133lfd911lmNpjHFsnDp27KiwsDC/MePHj1dYWJjluSA9Pd2RnOz2J8mx984+ffpo69atOX66ad68ebrxxhu1detWderUKcd2fF1NXhx5DCMBAECx9/XXX2vmzJk5FuMHDRqkpk2b6scff9Q//vGPHIu5/fr1U82aNZWenq6MjAyVKlXKZ192YiTlWBzP6s/OwpWb0tLS8rxoUxgUtO0r7HPF36JFbvlatPjwww91+vRpn7f6OXHihD7++GO1atXKkeM8S34WC6+U/M7f3Gx/YWZnnOzOX1/zUrI/Nx999NFCe5zbEejzqpP95Xce2J0Dvm67c6W3L5B95fc9IbdjGeh55+9ckMXJ90U7/UkX7wl5aX+5nZthYWF66aWXtHXrVu9FNyVKlFBcXJyGDh2qSpUq6fTp02rfvn2O7Zw+fVpbtmzxeaun4oQiJfLswoULOnr0qKpXr24rJjk5WZs2bfKeJCpVqqRbbrlF0dHRtvo7ffq0tm7dqpYtW17xGOniCWfp0qXq0aNHvmLs9GenHSdzyorp2rWrlixZctkfD82aNVOnTp2yrV7ZifPl2LFjmjNnjt8n8tmJsTPnJOfG3KmY3LZld7/4Ymcs7cZdmvfmzZtzzOnmm2/2209ucsrNGDg5L+205VR/f/7zn7VgwYIc2+nVq5euueYaSRfv92knzpfDhw9r3LhxPCUQAAAACIDz58/r119/lSRdffXVKlmypMsZFT4UKZGjnTt3qnHjxn4/ems3JjY2Vt27d9fbb7+d7UmHKSkpMsaoW7dumjNnjuVqtJM5WcUEuj83coqNjVWtWrV09OhRxcfHZ7ssfdOmTapataqWL18uSWrXrp1lXO3atQOSd1Hfd3b3S37HO7c5NW/eXOvXr1f16tWz5XTo0CE1b95c77//vvejfPnNyc4YzJ49W3369HFknPbt22c5x53qLzY2VpGRkSpVqlSOH6X8/ffftXLlShlj1K5dO8u4Jk2a5GvMcypkpqamZiuKRkRE+Pz5vPC3eBUdHa34+Hhbi1eXLkbkVEBv2rSpbrnlFls5BXLR4kotIjgVU1AWpfKSU34WUpxaJLp0+0aPHm3Zlp3FiPwuWEi5X7S4cOGCdu3alW1huV69erb/2LKzqFgU5m9+zmF52T6rmEAvPttddPPFycW0QC5QS7k7jwV68dnOuSe//V0aE8hF1fzO3dxuXyDG8tI4O8eUE+8JduRmnJw8FwTiffHS/nbv3q2XX345x98jBwwYoBtvvNH2mMEZFCmRo6w/pjMzM/3G2ClwxMTE6Prrr9ff//53tW3bViVKlJB08cmHq1ev1sCBA9WyZUvNmzfPMicni0onTpzw29+3336rli1b+r0XybfffqtWrVrZKvLYacepnOzE3HbbberUqZNee+21yy6dT0tLU48ePXTmzBllZmaqdOnSfuOOHz+u2bNn++xv79696tq1q3bs2OE3plu3bo4VBO2MuVNj6eS+s7Nf7Ix3t27dtH37dr85Ze0XOzk1bdpUCxcu1A033JDt9X379unxxx9XqVKl9OKLL1rmZGec7IzBl19+qdtuu82Rcbrjjjss57hT/T388MPq06ePZs+efdkT/Iwx6tevn7799lsZY9SoUSO/cWvWrNHUqVN99nfgwAENGzbM9jH16quvatq0ad57PJr/e/rjDTfcoGHDhvm891pObVnFObF45VQB3W7uBXVhw8kYOwX7QC9K2cnpjTfe0PDhw/O9kOLEIlFu2kpKStKTTz7pdzFi2rRpGjJkSL4WLOyO+eHDh/XMM8+oSpUqeuWVV5Samprt9YiICA0YMEATJkyw/FhtUZ+/BXEBPtCLz3YX3fK7mCbZK2IV1HN0oBefA9VfVszGjRsDtqg6ZMgQbd++3ZFzdEHdd1bHlBPvCXaLwrkZJ6fOBXbmkxNjkNXfJ598os6dO6tx48Zq165dtrZWrVqlrVu36qOPPlK1atXyVcj8z3/+o969e+vzzz/PV0xxwYNziqn777/f7+upqakyxqhx48Y+Y7IKWFYxkrRo0SI1a9Ys22slSpTQnXfeqQULFuiee+7R+++/7zenjIwMZWZmen8RzE+MJEVGRl72x/+ljDEyxqhcuXKWMVb92WnH4/E4mpNVjCRNnDgxx3t7hIeH67nnnlN8fLyki1en+Itr2LChYmNjc7zZb9ZNgI0xtmLszCd/4y3ZH3OnYpzcd5L1frEz3h6PRzExMT5vwnzpmNvJ6ZVXXrmsQClJN9xwg2bOnKkmTZrYysnOONkdA6fGaf369bbmuBP9SdKQIUNyHAOPx6MhQ4YoNjZW0sXzpr+4uXPn6r777rO8yfbHH3/s87Wsh3pNnTpV48eP11NPPXXZL2mfffaZBg0apBMnTmj48OF++7K77mmM0ebNm7Vs2TKfi1eDBg2yXLwyxigjI0N79uzxWUDv37+/5s+f77ed3377TcYYpaWlORLz7bff+ozJKgL7i8mKczInqxhJSkxMVIMGDbR9+3afxfgePXr4LcZn5W01Bk7mdO+99+q6667zOw/69OnjfbiVr/6MMZZ99e/f3+/iwKXbZ9XW448/rocfftjvYsSAAQPUvXt3vzEDBw7UmDFj/OZk9QA/6WKBbdGiRbrmmms0efLkHM8FY8eO1blz55SUlGTZXlGfv3bOYf4W73KzfXZj7MzfzMxMx8bpwQcf9Ds3ExISLBfT7EhJSdHixYstiypOzicnz9FOjHducgrUcSBJAwcODMg8SElJ0fvvv69OnTo5do62c5wHet9ZjaXd94QNGzb47CvreBo8eLCtnOyMk1NzwM58sjMGdvsbPXq0Ro0apWefffaymPHjx2v8+PHq16+fjh49qsaNG6tTp06XFTIbN26sjz76SO3atfPZ36lTp7R27Vqfr9uNKS64krKYKlmypP70pz95D7I/SklJ8d5Q19fNZX/++WfNmTPHVsw333zjczXjm2++Udu2bXXhwgXvL5g5+emnnzRu3DgNGzYs3zETJkxQmTJl9Ne//tVbiPuj/fv3q3fv3kpKSrKMsZOTVTt9+/Z1NCc7MUuXLtU999yTY8zSpUvVt29fSdLcuXP9xnXq1Emvvvqq2rRpk2PMrl27dPfdd2v+/PmWMVbzad68eQoLC7M1V5wap0DvO6v9Yme8O3bsqHLlymnKlCmWY24npzVr1vi8kfOaNWt0xx132MrJ7jhZjUHnzp310UcfOTJOFStWtJzjTvV39913a/HixT4/Rvbaa6/pmWeekcfj0YQJE/zGPf74495f2HOyY8cOxcbGKigoyG/x0OPxqGrVqpo6daoeeuihHGPeeecdPfbYYz5v9i1dXNxas2aNGjVq5DNGurjYsHfvXq1fv/6yxass69ev12233abIyEif7WRkZCgtLU3btm3zFnb/aOvWrWrdurVOnz5taxHB39VhuY2xKo5f+l9fcU7n5C/G4/EoNDRUmzdvVv369XOM++6779SwYUPL7bMzBk7nZDUPmjRpYmucvvvuO799xcfH6+zZs7b2nVVbDRs21J49e3w+QGbv3r2qV6+eZUxsbKzS09NtPRl0yZIlPl87cOCAhgwZohUrVvj8Y2vlypXq0aOHqlSp4refrOO8KM9fq3PYPffco9TU1ICee+zMX0mOjZOd+WvnPejDDz/0+br0/89Nf4uqWe8JTs0nJ8/Rds4FTr5vONGf3feykJAQbd++Pd/zQLJ3fnLyHG1nDAK975x4T2jYsKHee++9HF+X/v9P2uRmjgfqXGB3PjnZ344dO3K8EEO6WIStV6+enn766RwLmdLFYubcuXM1evRon30dOXJEU6dO1fTp0/3GvPDCC5ZX3RYHXElZTNWrV09dunTx+fG9HTt26OOPP1Z8fLwSExN9xsyZM8dWTJ8+fTR//vzL/oDYvn27EhMT1bFjRx08eFDVqlXz+dS2nTt3aty4cY7ETJgwwXvFnq/Cy6V/HFvF2MnJqh1jjKM52Ynp0aOHxo4dqzZt2lx2qfzEiRM1cOBAZWZmWsZde+21Onr0qGrUqJFjf1kfJ7YTYzWf5s2bp5iYGEfGPEt+Y5zed06MtzFGcXFxtsbcTk49e/bUSy+9pDZt2nhXk9PS0rR69WoNHTpUVatWtZWT3XGyGoMWLVo4Nk5PPvlkwPqTpD59+mjr1q05tjNv3jy98MILMsZYxt14443aunWrzyJl1h/GH3zwgd9CZlxcnI4fP+6z6C9JDRo00JkzZ3T27Fmfi1tZv1Tt3r1bXbt29bvYsHfvXr/3cQoJCZExRo8//rjlYoTVVSyhoaEKCgqyVRyfNGmSIzHz5s2zLI5HRUXZWkRwKiermL59+yoyMlI//vijzz/IfvzxR3k8Hsvtu/vuu23FOJmT1TzweDy2xsmqr8jISJ07d87WvrNqq0SJEtq8ebPPP7Q2b95sK6ZixYo6f/68Zs2aZbloYefq68qVK/t8LevppHaP86I8f63OYZmZmSpbtmxAzz125m/W/zsxTnbmr9ViWlxcnDp37myryG7nPcGp+eTkOdqJ8c7N+0agjoOOHTsqOjrakXlg9/zk5DnazhgEet858Z5w/vx5y7HMuk2FU+Pk1LnA7nxyqr+aNWtq2bJlPouUy5YtkyQlJCTk+LokdevWTRMmTFBSUpLP94Vz587JGGMZg4soUhZTcXFx2rZtm88iZWhoqMqWLeu9RD0nZcuWVZUqVSxjmjdvrrJlyyouLk7lypXz3hPq+PHjOnnypNq1a6eXX35Zs2bN8ntvvKioKDVu3NiRmB49eqhZs2bejw/nJDo6Wh07dlRYWJjfmDvuuMOyv2bNmlm2M27cOFWuXNmRnOzEjB8/XmFhYZo6daqGDRvmLWgYYxQdHa1Ro0Zp5MiRkqTSpUv7jbv++ut1+vRpn/1Vr15dAwcOVM2aNf3G/OlPf7KcTy1bttSf/vQnR8bcqbF0ct/Z2S92xnvhwoUKDw+3jOvVq5dlTk8//bR+/fVXde3aVRcuXMh24/3g4GA98cQTat26td8316yczp07ZzlOdudmUlKSI+PUs2dPyznuVH+LFi1SWFiYXnrpJc2aNctb2CtRooTi4uK0aNEi79WMV199td+4rGKBL7Vr11azZs0sC5nGGN18882aPHmy5s+fr+Dg7L8aZGRkKCkpSaVLl7Zc3Prkk09Uv359Rxavrr76aluLEVYF9G7duunf//63pMAtAAV6EcGJGLsFeycXpZzKKS4uznIeZBXenFi827Bhg63ts2rrzjvvtFyM6NKli62FjRUrVjiyaBEbG6vhw4frzTff1NVXX53t9V9//VWjRo1S69atlZycbOs4l4ru/LWzAH/kyBFHts9uTKAXn51YTDPGqFKlSraK7IFaoHb6HB3oxedAHQfGGA0fPjxgi6qxsbGOnqMDNZa52XdOvCdERERo8eLFlgU6uzkF8lxgZz7ZGQO7/T377LPq3r271qxZk+P9LVesWKHKlStbFjJLliypl156yecnkrLmr1VMXFxcjq8VOwbF0tmzZ83p06cD2ueePXvMggULzN/+9jfzt7/9zSxYsMDs2bMnoDkgZwcOHDBff/21+frrr82BAwfyHQdnFLTxTk1NNatXrzZvvfWWeeutt8znn39uUlNTr2ifdsbAyXH6z3/+Y9mWnRg7zp07Z44ePWqOHj1qzp07l++4nKxbt84sX77c5+unTp0ya9asMTt37jTR0dGmfPny5r777jP9+vUz/fr1M/fdd58pX768qVSpkunUqZP585//7LOt3bt3m5o1a5qnnnrKDBo0yGfcDz/8YJo3b27at29vPB6PiYqKMnXr1jV169Y1UVFRJigoyHTo0ME8/fTTZvz48T7bOXTokHn00UdNv379TEhIiAkKCjJhYWEmLCzMBAUFmZCQEJOYmGjOnj1r5s6da2bMmOGzreTkZNOxY0dHYh5++GHz+uuv+4xJSUkxixYtMh988IFlXK9evQKWd9ZYT5482VSqVMl4PB4TFBRkgoKCjMfjMZUqVTJJSUm28h44cKAj22Y3p7Nnz1rOg1deecVWf1Z9GWNsjcGiRYtstfX222+b+Ph4ExwcbDwej/F4PCY4ONjEx8ebd955x3aMnWO9WbNmZuzYsT5jduzYYSSZ+vXrm+DgYBMbG2vat29v2rdvb2JjY01wcLBp2LChOXTokK3jvE6dOkV2/r7yyiuW57ATJ04E9Nxjd/46NU6LFi2ynJt234M6duxoa25avSc0a9bMsbF06hxtZ7/YHW+nzj1OHQeLFi0yxlifo5w6P3k8HsfO0Xa3L9D7zon3BDvHk8fjcXScnDoX2Nk+OzG56W/9+vXm4YcfNtWrVzchISEmJCTEVK9e3Tz88MPm66+/Nu+++64JDg72njvefvtt8/bbb5sZM2aYe++914SEhJhbb73VjBw50u+YS7KM8Xg8Pl8vTrgnJQAA0G+//aY33nhDGzduvOzJhd27d1doaKgyMjIsn1abG3v37s3xSYm+PsLjS1pamrZu3Zqtnbi4uBwfdAR7Dh48mG08fX2sN5CsckpLS9OWLVt07Ngxb0xe54GT23/gwIFsOeXU1vnz5/Xrr79KungVdcmSJfMU48+XX36p06dP+7y37OnTp7VlyxbddtttWrlyZY7ngjvvvNPyyd4FQaDm7549e3Icp9yew5xmd/vtzE07AjU3fV2xWFgE+rzq1P61Kz/zILdzgLH0HePm8ZTfc0Fu23KyP3++/vprzZw5M8ffWQcNGqSIiAj9/vvvPp/Bcf78ea1du1aRkZF+Y/xdtVqsuF0lRcF0/vx589NPP/mNOXXqlFm7dm2+Y1JSUszixYstc7IT51SMMRdXPydMmJDvGDv92Wkntzn98ssvJikpyXTu3Nnceuut5tZbbzWdO3c2U6ZMMcePH7fs69ChQ+axxx5zJM6pGDvzyRjnxtypGCfbcmos7cZdifkUiLmZ25hdu3aZxMREExMTY6Kjo010dLSJiYkxiYmJZteuXY7G+PPDDz+Y22+/3ZE4u20BAAAABc3Zs2fN2bNnAxKDgoMiJXK0Y8cOExQUVGBiinp/Tufk8XhMuXLlTJUqVUzPnj3NyJEjzciRI03Pnj1N1apVTVRUlPnmm28CmlNBHCdyCvx82rx5c0DmZm5iPv30U+9HNcaNG2dmzZplZs2aZcaNG2eaNWtmQkNDzXPPPedIzIoVK/Kdt5Nj8MdC5s8//2yWLFliZs+ebWbPnm0++ugj8/PPP2f7mT/GLFmy5LIYf5xavHJrASi/MVdiEcFOTH4XB+zm5FSM3X2X1Zad7Qv04l0gFi2cXNi41KZNm8z06dPN6NGjzejRo8306dPN5s2bbcVt2rTJVh+BXix0ev6mp6ebd955xwwePNh07drVdO3a1QwePNi8++67Jj093TKfS3MP9PwtKItuuZ2X+R3zK3E+LCgLr5fGFZSFV2MCu6h6JS6wcHKcCuIxVRDPBZ999pnp0KGDiYyM9H7EPjIy0nTo0MGsWrXK0Rgru3fvNrVq1bIVC+fwcW/kaOfOnWrcuLH3YQ35iYmNjfX7kJNvv/1WrVq10okTJ/zm9O2336ply5aWbdmJadWqlbZv3+63v71796pr167asWOHZYydnKza6datm2M5Pfzww+rTp49mz57tvRl1FmOM+vXrpzVr1mjq1Kk+2zlw4ICGDRumDz/80G9OBw4c0NChQ7VkyZJ8xwwbNszWnLM7V+zsOydinNx3Xbt2dWws7e67QM6nm2++WY0aNcp3W07Oufr166tTp0569tlnc4wbP368kpKSNGLEiHzHzJ07V6NHj/aZ05EjR/TCCy/opZde8hmTFTd16lRNnz7dsi07x1RaWpr69u2rt99+2/vER0lKSUmRMUbdunXTtGnTNGTIEL8xc+bMsfw4uJPvL07EFIecYmNjFRkZqVKlSuV4Y/jff/9dK1eu9PkRpCuRk5PjZGf7suZvfsYgtzmVLFlSjRs3Vrt27bL1t2rVKm3dulUfffSR2rVrl6/+nJxP//nPf9SzZ095PB6tX79e1atXz5b3oUOH1Lx5c73//vuSpC5duljGZT0s8Upun1vHVK1atXT06FHFx8dn2/5NmzapatWqWr58uWrXrm2ZU6Dn7yeffKLOnTv7nZtPP/20nnvuuQIzf//zn/8oISFBv/zyS77G3OnzoRNtXYnzodW5x87+dWIOOLl9//nPf9S7d299/vnn+WonNzk5NZYfffSRMjMzLY+7QB1TWWM5YsSIAncuWLBggZ588kk98MADl/X32Wef6b333lOvXr20cOHCfMfMnz9fjz76qM+c7Oa+Z88e3X333Tpw4MAVjykueLp3MdW4cWO/r585c0aZmZneP0JzkpGRYSvGGKNy5cr5jDHGyOPxKDIy8rKixR/j7LRlt7+YmBjvk73+KOv7xhjFxsZaxtjJyaodJ3OSpCFDhuQ4nh6PR0OGDNHcuXN133335djOpbGdO3f2mdOl22jVlt0Yq/kkyfZcsbPvnIhxej45MZa52XeBnE87d+7UokWL8t2Wk+P0/fffKyEhwWdMt27dNGHCBMdikpKSvE9I/6OsJ6QPHjxYlSpV8htnjLFsyxijmTNn+swp68mzgwYN0ubNm7Vs2TK1bdtWJUqUkHTxmFu9erUGDhyoFi1ayBjjN2bQoEGaN2+ez/6yGGOUlpbm8/XffvvNdsy3337rM2bfvn2S5DcmK85OW3ZjPv74Y58xWb98+ovJinMypwcffNDv4sDAgQM1ZswYWzlZbZ/dGDv7zu44WW3fgAED1L17d78xCQkJlgskuclp1KhROS5ajB8/XuPHj9djjz1muWhh9xj2F3NpnD+nTp3S+vXr1bRpU+3Zs+eyJ5nu27dPjz/+uPr37y9jjDIyMvzGJSQk6MUXX/TZn5PHnWR/vzg1fxs0aKDt27dfds/TtLQ09ejRQ/379/c7n7JyD/T8HT16tOXcfP755wM6f62cOnVKmzZtUqdOnfyOeY8ePTR79myf7VyJ86FVW3b2i9PvG07sXzsxI0aM8B5/vjg1D06dOqU1a9Y4Ok52jnOnxsnj8RSYY+rUqVNau3at/ve//xW4c8Hzzz+v6dOnq3///pfF9OrVSy1atNDgwYMdiXn22WctLzL55Zdf/L4uXfx9+6effgpITHHBlZTFVFhYmLp27erzpr8///yz5syZo2HDhqlBgwY5xvz0008aN26crZikpCTFx8fnGLN//3717dtXZcqU0V//+le/cb1797Zsy05M3759Va5cOU2ZMkVt2rTJMW7Xrl26++67NX/+fMsYOzlZtdOxY0dHc1q8eLF69OiRY8xrr72mxx9/XO+//746deqUY8yOHTsUFxen6OhozZo1y29cbGyslixZ4kiM1XyaMGGC7bliZ5yciHF63zkxlrnZd4GcT9WrV9eECRPy3ZZTcy4uLk516tRR7969NXTo0Bzjpk2bpjFjxmjSpEn5jhk9erTeeOMNPfTQQ35zql69upKSkvzGxcbG6p133rGMqVy5st9CZnJyssLDw7Vs2TI1a9Ysx7j169frtttu01dffeU35p577vG7gCBdLGqmpaX5ffhGVsHebozVIsKl//UVZ6et/Mb4ys3fNjqV0549e3w+zGPv3r2KjY1Venp6vnJyKsbuvru0Lavtq1evnq0YJ/fd3r17LyvgZdm3b5/q1q1reXwePXrU1jFsjLFc2Pj5558tr76eMmWKtm3bptjY2Bxjtm7dqtatW0uS1q1b5zeuSZMmV/yYystccWr+fvfdd6pfv36Or3/33XeKj4/X2bNnbZ17Ajl/Q0JCtGPHDsu5Gcj5a+fTA1OmTLEc84YNGwb8fOjEfnH6fcPOvnMiJiYmRunp6ZbnHjvzwO75KRDvr5fGODVOkmwdd04cU3bG8oUXXiiQ54KSJUtq586dAZu/586dU0xMjM8H7J06dUpbtmzRkCFDcnxduljIfOONNxyJeeuttyyvBC4OuJKymKpfv77i4+OVmJiY4+s7duzQnDlzVK1aNfXs2TPHmJ07d2rcuHG2YiT5fIJYZGSkjDHeqzv9xWXJb4wxRnFxcX6foJX1EW47MXZysmrH6Zz69OmjrVu3qk2bNpd9/GTevHm68cYbtXXrVp8FnKw397i4OMs4SY7FWM2nCRMm2J4rTo1loPedE2OZm30XyPk0fPhwR9qyMwZ2YowxevbZZ9W9e3etWbMmx49rrVixQgMGDNCoUaPyHZO1T3wVFv+47/zFZW2fVcxLL71kWRTNzMz0+YujJIWEhMgYYxmTmZmpCxcuKDEx0XLxatKkSZYLDXZi5s2bZ7mIEBUVZWsRwaotuzEffPCBZXG8UqVKthYRnMpp8+bNPv+Q3rx5sypWrKjz58/byslq++zG2Nl3dsfJavtKlChhK8bOYovdnJYtW+bzD6Rly5apZMmSlsdnbGysrWO4Ro0athY27FzJbXUFc2hoqK04j8fj2Px1cq44NX9//PFHnwWzH3/8UZGRkTp37pytc08g52/NmjUt52ZISEhA56+dTw9Ishxzu3POyfOhE/vFzpxz8txjZ//aialRo4bS09NtnXvszBU75ycnx8nOce7UOHk8noAdU3bHsiCeC2666SbNnz9fU6ZMyTFuwYIFuuqqqxyJufHGG3Xq1CkNGTJEjzzyiN/c165d67eQKcmxGFCkLLaaN2/u9/L8smXLqlatWn7vtRgVFaXGjRtbxjRr1kxhYWE+Y6KjozVu3DhVrlxZZ86c8RvXsWNHy7bsxIwbN04NGzbU6dOnfcZVr15dAwcOVM2aNf3G9OrVy7K/hx9+2LKdhQsXKjw83JGcFi1apLCwML300kuaNWuWd0WmRIkSiouL06JFi1SpUiW/fdWuXVtffPGFgoKCLONmzpyp66+/Pt8xTz75pOV86tGjh5o1a2Y5V+yMuZ2xtBPj5L4bM2aMzyvVJPtjaXffPffccwGdT61atdLVV1+d77acmnNZOVWpUkUzZ87Uiy++qOTkZEkX51HTpk21Zs0aNW3aVF26dMl3TEREhH7//XefOd144406ePCgTp8+bRm3atWqbAszOcV06NDBVlH0nnvuUZ8+fTR//vzLrozavn27EhMTVbNmTcuYjh076uDBg44sXmUpaAtATiw0OL2I4MRCwwsvvKAVK1YEdFHK7r6z05bV9nXp0iXgi3dOLFpI1osRuVnYsPOHZM+ePfXSSy+pTZs23j+m0tLStHr1ag0dOlTdunVTZmamZVzVqlUDvlgYyPnbo0cPjR07Nsf5NHHiRA0cOFAbNmxw5Ph0cv46tTDn5Py1W2S3GvNrr7024OfDQC28OnnucWrh9a233tI///nPgC2qxsbGBvwCC6fGKTMz0/K4C/QCdUE8F7z44ou65557tGLFihz7O3DggCZNmqS//vWv+Y5ZtmyZ5syZo61bt/osUmblbqeQ6URMXFxcjq8VOwZAkXbu3Dlz9OhRc/ToUXPu3Dm300Eh5+R8Ym5eebt27fL7tPRz586ZH3/80aSkpJj27dsbj8djoqKiTN26dU3dunVNVFSUCQoKMh06dDAHDx60jDlx4oR5/vnnzfjx4332eejQIdOsWTMzY8YMnzHJycmmY8eOljEPP/ywef31133GpKSkmEWLFpkPPvjAMm7gwIGOxIwZM8YsX77cZ8ypU6fMmjVrzLp16yzjnnvuOUdyWrRokXn77bdNfHy8CQ4ONh6Px3g8HhMcHGzi4+PNO++8Y4wxtnKaOXOmIzF2tm3RokW2clqzZo2t7bOKsduX3bj169ebhx9+2FSvXt2EhISYkJAQU716dfPwww+br7/+2tbxuWrVKlvHsJ22OnToYEaOHOkzZseOHUaS6devnwkJCTFBQUEmLCzMhIWFmaCgIBMSEmISExPN2bNnzdmzZy3j3nnnnYAdd3bnilPzd82aNWby5MmmUqVKxuPxeJ8c6/F4TKVKlUxSUpIxxtg699g9Pp2av8YYy7lpJ8bJ+dulSxfLuenxeCzH3Mnxdurc49S8dPLcY4wzc8AYe79n2JkHds9PTo2T3TF3apzsxAVyLD0ej+3cA3kuMMaYgwcPmpEjR5qWLVuaOnXqmDp16piWLVuaUaNGmYMHDzoa8/PPP3v79aV79+5m8ODBfsdTkiMxWfuluOOelAAA16Snp0uS9+ODbscUd3v27NHGjRsvuwr00o+y2YlBwXX+/Hn9+uuvkqSrr75aJUuWdDkjZ9nZvqI+Br7s3r1bv//+u88nDZ8/f957FVpaWpq2bNmiY8eOSbp4nMfFxeX4wBI7cUXZgQMHsm2/r/u921Fc529u5qbk3Jg7OZZFcb8EUm7nAHxjLJ2VnJys9PR0v+PlVAz+j9tVUrhr06ZNZvr06Wb06NFm9OjRZvr06WbTpk22fjYlJcUsXrzYpKenm3feeccMHjzYdO3a1XTt2tUMHjzYvPvuuyY9Pd2yneTkZDNhwgRH4pyKMebi1T6PPfZYvmPs9HdpO7t27TKJiYkmJibGREdHm+joaBMTE2MSExPNrl27bMf488MPP5jbb7893zFOtpUVk9/5ZEzux/xKx1waV9j2nZ3ty21On332menQoYOJjIz0XgkRGRlpOnToYFatWhXwGCu7d+82tWrVKjAxTrcFFDVZV/oFIiY3cYBTnJy/cA7nnsBycpyK+1iePHnS7N271+zdu9ecPHnS9RgUbxQpi6ljx46ZFi1aGI/HY2rUqGFuueUWc8stt5gaNWoYj8djWrRoYY4dO+a3jaxLkq+99loTFhZmWrVqZR566CHz0EMPmVatWpmwsDBTu3Zts3//fst2goKCLHO2E+dUTKD7y4r59NNPTUhIiLn11lvNuHHjzKxZs8ysWbPMuHHjTLNmzUxoaKh57rnnLGNWrFgRkLydbMup+eR0Tk6Ok8fjKbL7zm7MokWLTHBwsOnatatZuHCh+fTTT82nn35qFi5caLp162ZKlixpevfuHbCY1157rUCOU6ByurSQaWeBwO4iglOLV7/88otJSkoynTt3Nrfeequ59dZbTefOnc2UKVPM8ePHLdvJ7SKCnZhALDTYjSuIOeUmJr95X9pWoBc28rsAUhAXNrLYPe4CcXw6NceNcW/+OnV8FueFuSwFZSH/0jjOPYHpL4uT41RQxtLJtnJ7TM2bN8/Uq1cv2+0TgoKCTL169cyrr76a55isr9zGWCmIv2/DeTw4p5j685//rIyMDO3Zs+eyp3Xt27dPjz/+uPr06aPXXnvNZxu//fabjDFq0KCBtm/fnuNHgHr06KEePXpo9uzZPtvJeoDPt99+6zfnffv2yRjjN85ujCR9/PHHfvs7cOCAjDF+47Ji7ORk1Y4kjR49WqNGjdKzzz57Wcz48eM1fvx4Pf/885Yxjz32mEaPHu2zvyNHjsgYo5kzZ/qNkeQ3Jjdt2Y2xmk/9+/fX1KlT/eZkd8ydipHsz6eCuO/sjIET+1eSnn/+eU2fPl39+/e/LKZXr15q0aKFBg8eHLCYZ599Vtu3b/eZtyT98ssvyszM1NChQwMSI8lvTG7b8ufcuXP66aef9MMPP6hdu3Y6evSo4uPjvTcY3759u2bPnq2qVatq9uzZ6tOnj9+Y5cuXS5JlW8uXL1ft2rV95pWcnKzx48dr+vTpKlWqlNq2bas6depIunjT85kzZ2ry5MlauXKlz48zSVJKSooWL16sBQsW+B0HO3EpKSlatGiR3nzzTTVu3FidOnXKdiP2VatWqXHjxvroo4/Url07n+2cOnVKa9eu9ZuP3biCmJPdmDVr1ig2NjZfeV/a1pdffqkHHnhAL730Ura2PvvsM911113q1auXFi5cmO+Y+fPnKzMzU08++aRl3KOPPuoz76xjzx+nYuzG7dmzR23bttWZM2csjztjjNq1a3fFj0+n5rjkzvzNzMxU586d8318OjXHrealFNi5aXf+7tmzR7fffrtOnDjhdyyffvppPffccwE7H3LucebcY/f81LJlS508edKRcXLieCmI42R3LO+++24lJiZq/Pjxeuqpp9SuXbvLxmDQoEH68MMP9cUXXwQk5sSJExo+fLjlWBkbdyt0KsZO3M6dO9W4cWPvw0CvZExxQZGymFq5cqXWrVt3WYFSkm644QbNnDlTTZo0Ubly5Xy2kXXATpw4Mcd7D4WHh+u5555Tw4YNFRsbm+MBnvUkL4/Ho5iYGO+/fcUZYyzbshPj8XjUuXNnn/1duo333XefZYydnKza8Xg8+v7775WQkOAzplu3bpowYYKtmKSkJIWEhOQYc+7cORljLGMkafDgwapUqVK+27Lbn9V8io+Ptz1X7Ow7J2LszidJBXLf2RkDp3I6dOiQ2rZt67OvNm3a6Pz58wGLGTZsmGbMmKGYmBif91A7deqUJGnt2rUBi3EqJ7uFzMTERMsFgoceeki33Xab5SJCZmamI4tXxhg9+OCDmj17tvfpilmMMerXr58SEhL8LlrkdhHBTsHeiYUGydlFhEDn5NSilFXeI0aM8C4sWrUVyIUNj8djGTdw4EC/CyBuLGxYOXfunI4ePao+ffr4Pe4GDhzo2PHp1BzPzVwJ5Pz1eDyOLU4W5YU5K+fOndOxY8c0duzYgCzkS/bPh5x7Areo+uuvv+rll192ZJzsjLlTYyk5N05OLlC//PLLWrhw4WVP3K5Xr55at26tRo0aKSEhQW+99VZAYkaMGKGvv/7ab+6pqakyxuj+++/Pd4zH4/Ebc2mclUAXTos6HpxTTF199dV6//331apVqxxfX7Nmje644w5NnjxZ8fHxOcbs379fvXv31tKlS3XPPffkGLN06VJ16tRJr776qtq0aZNjzK5du9SxY0eVK1dOU6ZM8Rt39913a/78+fmO6dixo6KjozVr1ix16tQpx7gdO3YoNjZWS5YssYyxk5NVO3FxcapTp4569+7t881n2rRpGjNmjCZNmuQ3ZvTo0XrjjTcueyP4Y97vvPOO35i4uDhVr15dSUlJ+W7LbozVfOrbt6/OnTtna67Y2XdOxMTFxdmeTy+++GKB23d2xsCJ/RsXF6eYmBi1adNGU6ZMyTFu1KhR+vvf/64BAwYEJOb//b//p1OnTmns2LF65JFH/G7f66+/HpCYuLg41a5d27GcGjdu7LeQuW3bNoWGhmrz5s2qX79+jnHfffedGjZsqO+++85vTNb7hZ22goKCLBca9uzZ4/OBPHv37lW9evV8tvPH9uwsSlm1ZYzR3r17c1zgky4WV+vWravKlSv/f+2de1hVdfbG3324KSAgIgOSgOUNBpSLaSgiEySK92wcxYZLmrdERBNtygBrCjVFfdQgE1DL0R4179cMtSaNQiEVL11QK0TlUUnR8MBZvz/8nTMi55y9id3mwFmf5+GZhv2y1nvWXnuD67svRgf25eXlICLRRYSysjKT9CQWS6pGzHdAQACqq6sleZJSAzk0AQEBICIUFxeLxhI79r799ltZNCdPngQA0YWNb7/9FsnJyXq3Aw//cfvRRx+JHneBgYEAHl4d3djjU67jriG9omT/Ag/PxY09PuXq8YCAADx48EBSryjZv0lJSXq3a9H2plzHuZznQz73SDv3SMkn5fwkZ52k7BdTrJMctdy4cSOsra1x8uRJ+Pj46NWVlJTgr3/9K0pKShTR9OrVC2q1Gs8995zuSsvHuXnzJnbu3InBgwc3WrN7926oVCpJ+UaNGqV3O/BwkPn555/Lojly5AhfSQnwi3PMlWnTppGXlxdt27aNKisrdd+vrKykbdu2kbe3N3l4eNDChQsNxigqKiIA1LZtW1q6dCkVFxdTeXk5lZeXU3FxMS1dupScnZ3pqaeeorfeestoHEEQaODAgaI6ALJoBEGgYcOG0fz580VjSdFI8SQWRxAE+uSTT8jS0pKGDRtGy5cvp02bNtGmTZto+fLlNHz4cLK2tqZZs2aJap555hlKSUkR9SSmEQSBRo8eLUssqRqxfkpNTZXcK3LtXyn7Tmo/meK+k+JbLk/5+flkZ2dH/v7+lJycTBkZGZSRkUHJycnUo0cPsre3p2XLlimmOXr0KMXExNDMmTNFP59SGkEQZPW0YcMGg5pTp06RSqUid3d32rVrl0Hdzp07SaVSiWrc3d0lxRIEgdauXUuXLl3S+7Vnzx4CQOvWrTMYZ926dWRhYUHbt28X/XwdOnQQ1QGQpFmyZIlBzZIlS8jKyoo2b94s6snb21tUZ6qe5NKI+e7WrZtkT3PmzDGoSUlJodatW8uiCQoKoqCgIFGdjY2N6LEn5fiUegx37dpVUqygoCAKDw/X+9WrVy9Jx52Xlxd5e3vLcnzK1eMN6RUl+7d79+6yHJ9y9XhQUJDkXlGyf1UqlaTeFKultbW14udDPvfI109SekCuOkmpuVy1lLtOctRSpVJR//79KTY2ltRqdb04NTU1FBsbSw4ODoppwsLCyN/f3+jzKbWfTw6NSqWSnG/w4MEUHx+v92v48OGyafj5lw/h273NlKVLl0Kj0WDs2LGoqanRrRI+ePAAlpaWmDBhAvz8/FBTU2MwhpubG9LS0tCqVSssXrwYs2fP1l0OTURwc3PD3Llz0aVLF1RVVRmM4+npidzcXDg4OIjqEhMT4e3t3WhNbm4unnzySaP5OnfujBUrVqBLly5GNW+99ZZovtdeew19+/Y1Gic/Px8DBgyAh4cHVqxYgSVLlqC8vBzAw1qHhITgyJEjCAkJwejRo41qHB0dce/ePYP5fH19cejQITg5ORnVlJaWoqqqSpZYUjSXLl3Cpk2bjPZTSkoKPv30U9FekVJzKftXiiY/Px8qlUq0n44cOQIrKyuT2neffPIJ2rRpY9R3Xl4e/vrXv8riycvLC2fOnMH777+PEydO1KnB4MGDMWXKFHh7e2PEiBGKabp27Yrq6mqD3nv27ImrV68qptFoNCgvL5clVkxMDAoLCw1ebam9unDixImIjY3F/PnzERERUedZQYcPH8bbb7+N0NBQUU1iYiI0Go2o7sknn0RZWRm8vLz0+rp9+zYAYNKkSSgsLNQbZ82aNfD19UVhYaHBK4G1ny84OFhUB0CSZu7cuThy5AgiIyPredq/f78ul6Grih/3ZExnyp7k0Ij53rhxI/7zn/9IirV69Wrs379fb6yffvoJ7777Ll5//fVGa/bs2QONRoOhQ4ca1fXv31/02NPWqbEaIkKvXr0kxUpOTjZ69XVQUJDocffee++BiGQ5PrWfr7E93pBeUbJ/NRoNYmJiGn18AvL0+J49e5Cdna1Yb0rREBG6dOkiqTfFaj59+nTFz4d87pF27pHr/CRWb6l1klJzuWopd53kqGVwcDBWrlyJqKgouLm5ISwsrE4Njh07Bmtra+Tk5GD69OmKaA4ePIglS5bg5MmTmDBhgl7vNjY2sLe3l0Xj6emJ4OBgUZ2VlRVGjx5tUFNUVISdO3fKotm9e7febeYG3+5t5vz222/49ttvce3aNQAP//EeHBxs8BJyY5SWltYZAnTq1ElWr4x58dNPP9XpS+4nhmk42mGnoWHgoyxcuBDLly9HeXl5vQWCmTNnIiUlRZJGSizt4pWhP6Bv3bqFnTt3olWrVsjMzERhYaHu9hcLCwsEBwdj1qxZcHd3R1VVFQYNGqQ3TlVVFb799lvdIoIxXU5ODrp06SIaS7vQcPz48XoLDUlJSbqFBkMvDFGr1SgrK9MtIhjTbd++HW3atDEpT0ePHoWTk1OjNWVlZfj111+N+g4JCUFJSYkk70Skd0EiJCREtyBx6dIlWTQARHWtWrUSPfakHJ9Sj2EpuvHjx8PV1RWZmZl6txcXFyMwMBD/+c9/jB532qHN5s2bG318ynXcSe0VpfsXAL766itZjk+5elyuvpOzf6X25pdffilac7nqLeV8yOce+WJJ7YGffvpJljpJqblctZSzTnLWUqPR4M6dO/joo4/01iAmJgYODg6Kaqqrq1FbWwtbW1uDn08ujVRdQkICbG1tsWrVKr3bz507h969eyM2NrbRmujoaJSWlhr1bA7wkJJhmgDt1U82NjZN7IRpKFL3XXPdx2K+Kysr6/xh4ejo+Ic0jOkiZYFA6iKCXIsNarUaFRUVAB4+U9nKyuoPxWEYc6YhixaA9OOOj0+msTS0N5mWB/eAfHAt5UXpwSkDqJraANN0VFRUYNGiRRg1ahRCQkIQEhKCUaNGYfHixbo3g0nRGOPnn3/GSy+91GhNQ2OVlJRg2rRpCAwMhLu7O9zd3REYGIhp06ahpKRENBcA/Pjjj3j22WclaaTkO3ToEKKjo9G2bVvY2trC1tYWbdu2RXR0ND777DNJns6dO4cnn3zSZDR/Rj6p+66x+7gh+1fqvmvsPm6qfSfF94cffghfX184OzvD19e3zn+vXbtWskaM4uJiWFhYmIympXvSx5NPPqk73xsaKkrRNEQnhpWVle44V2oAUl1dbfR2+qbAFD3JQWVlJS5cuIALFy6gsrKy0TpGP25ubg36R6uVlRWcnZ3h7Oxs9LiTqpPSv82xx+XsX3Pt8Yb2ply15HOP6dCQHqipqUFxcTEOHDiAAwcO4LvvvoNarf5Duj+iKS4u/kMaOWMZ0zT0eDKEWq3GlStXTEYDPPzcYjq5NFrdtWvXRAeLNjY2smiY/0fJB2AypkNBQQG1bduWPDw8KC4ujlJSUiglJYXi4uLoiSeeIGdnZ8rLyxPVfPPNN0bzFBUViT4AVoqmIbEEQdC9gCQ1NZVWr15Nq1evptTUVOrbty/Z2NjQ/v37Fc03e/ZssrS0pLFjx1Jubi7t3buX9u7dS7m5uTRu3DiysrKi9evXy+ZJKY3c+aTuu7179zZ6HzfEk5R9l5eX1+h93BT7Tsrn+8c//kG2trY0b948ys/Pp5KSEiopKaH8/Hx67bXXyM7OjoYMGSKqWbx4sWRPpqIxB0/aXjl79ixNnTqVAgICyM3Njdzc3CggIICmTp1KZ8+elayRO5YhfvjhB/rb3/7WaM2juoMHD9LgwYPJyclJ9zIHJycnGjx4MB06dEg0TklJCXXq1KnRmkd1puhJLs2aNWvIx8dH97kEQSCVSkU+Pj51HmT/uE779bjOEM3596KSnrRI7TkpOrk0xmhu/atPZyo9LmcsOT1p+SO1bEy9TWW/NOd9J2es2tpaev3118nJyYkEQajz5eTkRG+88QbV1tZK0qnVasU0Snuqra0lIiK1Wk1FRUW0f/9+2r9/PxUVFdGDBw9E6yz3vjPFfpIzn1qtpsuXLyuiMRf4xTlmSmJiIv7+978jKytL97wwLUSEKVOmYPr06YiJiTGqGT9+PBYvXmwwz08//QQiws6dO41qABjVNCQWEWHu3LlYsGBBve1paWlIS0vDnDlzcOHCBaP5fv31VxARVqxYIaoRy/fuu+9i2bJleOWVV+pp4uPjERoaigULFuDUqVNGPd24cQMajQazZs1SRAPAqEbufFL3nSAIorqEhATMmzfPYL6G7F8p+04QBFFdYmKi0X3cFPtOyudLSkrCxx9/XO/h8T4+PggPD0fPnj0xfvx4bNy40ahmzpw5+Oqrr4x6qqysBBHh+eefV0QjCIJRTXP39Pi5Wx9EhH379mHkyJEICgrCiBEj6jzQ/NChQwgKCsIbb7yBt956y6hmx44d0Gg0ssWKiooy6Pvu3bs4evSo0c8mRaPVHTlyBF988QVeeOEFZGZm1vF08OBBREdHY+3atfjnP/9pMM6DBw9w+fJlo7mkaLS6S5cuITo62qQ8yRFL+9mSkpIwY8YMREVF1ftsSUlJuHXrFogIaWlporpXX33VaE6S8HQjuTRK55PLk/Y5ZRYWFqI9p9FoMHHiRKO6+Ph45ObmNlojR49L1TVF/3766afIz883mR6XM5ZcGm1vtm7dutG1lFpvPveYlqfi4mIEBASgffv2yMjI0LtP5s+fjwcPHoCIkJeXZ1R38OBBlJaWKqJR2lN1dTWsra2xatWqelf+Ojo6Yvr06UhPT4dKxTfVysHZs2cRFBSkezbzn6kxF3hIaaYUFxcjLy9P7z9gBUFAcnIyPvjgAyQnJ4tqRo0aZfQXCxGJagRBwMiRI3VvQGtMLODhA4MNMW7cOCxcuBAzZ86Eu7u77s3mj6P9hbJw4UKjGin50tPTERkZaVATERGB2bNnY/ny5QgICDD44qK7d+8CAI4ePaqYRmlPUvadFF16errovpO6f6XsOyIS1VVWVprkvhPzXVNTA39/f4Maf39/1NbWimoqKiqwa9cuPPfcc7o/qh5H+4v5999/V0zTkj1pNBpJg8x58+aJDv7//e9/y7aIICWWXAsNAIxqHo2l1EIDIN8igtKe5FyUys3NFV3YEARBVJeQkGB0AcRUFxGU9iR10UKuhbmZM2fKopHS40Dz7V8pi3xy9bip9q8UpNRcSi2lLqryucf0FlUBYMOGDfUWML29vTFp0iR4eXkhNjYWgiCI6qKjo7F3715FNEp7ev7552FnZyc6OD106JDRWt+/fx8ajQZBQUGKaAAY1TRVPkZ5eEhppri5uaGgoADdu3fXu72goAAWFhaSNFu3bsWIESP0aoqKihAYGIht27YZ1QQHB8Pd3R2rV69udKzAwEDs2bMH3bp106vZs2cPvLy8UF1djYULF9b74+PxWJmZmaIasXw2NjZYu3YtFi1apFeTk5MDX19f3L17F8nJyQbfeKvNp5QmODgYnTt3VtSTlH0nCIKozsrKStK+k6KRsu8AiOpsbGxMct+J+ba3t0dGRgbWrl0LS8u6vzZqa2uxcOFCODg4iGqefvpp3Lp1C6NHj8aECRMMetq5c6dimt27d8PHx6dFe5IyFL148aKkwb+ciwhKLjRIWZQCxAf2ci40yLWI0BSe5MonZWGDiER19+/fb5aLCEp7krJoAci3MKdWq2XRSO3x5tq/Uhb55OxxU+xfKYMuQLzmUmopdVGVzz2mt6gKAB06dDCocXd3R1VVFYhIVKfRaBTTKO3p/v372LZtm+jgtLKyEmPHjjX4zPCrV6/i/Pnz6NGjhyKaixcvoqSkRDFPDcmn5KCWAT+T0lxZuXIl2djY0IwZM2jHjh104sQJOnHiBO3YsYNmzJhBrVu3pjFjxohq/P39af78+QbzFBUVEQBRjSAINGzYMFliASBLS0saNmwYLV++nDZt2kSbNm2i5cuX0/Dhw8na2pq2bNlCo0ePppSUFNFYUjRi+dLS0sjOzo78/f0pOTmZMjIyKCMjg5KTk6lHjx5kb29PR48epZiYGJo5c6ZoPqU0giAo7knKvvvkk09Edc8884xs+1fKvsvPzxfVRUZGmuS+E/Odk5NDbm5u1K5dOxo1ahRNmTKFpkyZQqNGjaJ27dqRu7s7bdmyRVRz+vRpio+Pp2nTphn0VFJSQvb29oppvL29W7QnKysro8/NOnXqFKlUKurevTstWbLEoG7JkiVkbW0tqunWrZtssaysrGjz5s1GvQMQ1ahUKvL29pYUa86cOQY1KSkpZGNjQxs2bBCNI6ZRqVTUtWtXSbFM0ZNcmtjYWFKr1fW219TUUGxsLIWFhVH//v1FdXZ2dqJ9DkAWjUqlIn9/f8Xyye1p8ODBFB8fr/dr+PDhknouKCiIgoKCRHWtW7eWRSOlx5tz/zo4OCjW46bav5aWlpJ6U45aStHwuadpPEnpgYEDB9KNGzfqxbhx4wYNGjSIhgwZQtHR0aK69u3bK6ZR2pOFhQV999139bZrKS4uJjs7OwoODqbVq1cb1Gn3i1IalUqlqKeG5IuLi6O0tDS9X5MnT5ZN05Bn9LZk+EpKM+WVV16Bi4sLMjMzsXr1at0ql4WFBYKDg5GXl4cxY8Zg8+bNRjXa1SFDdO7cGStWrECXLl2MavLz86FSqWSJdeTIEVhZWWHFihVYsmQJysvLATy8ejQkJARHjhxBSEgIfHx8cO/ePYOxfH19cejQITg5ORnVXLp0Cb/++qtovri4OLz//vs4ceJEHc3gwYMxZcoUeHt7o2vXrkbfatmzZ09cvXpVMY1Go0F5ebli+YgIX331lWgtAcDDw8OoztHRUbb9S0Si+w4Azpw5Y1TXqlUrk9t3RIRLly6Jfr4XXngBH330EU6cOKF7jqybmxvefvttxMTEwMHBAQMHDhTVZGVlGX3Wio+PDyoqKhTTlJaWorq6usV6Gj9+PE6ePGnwaksbGxt4enpiwYIFiImJwZEjRxAZGVnn1qDDhw9j//79mD59OubOnWtUs3HjRmg0GlliBQcHo7Cw0OCVztpbw8Q0RCQ51urVq7F//369nn766Sf0798fhYWFBq9OftSTMQ0RoVevXpJimaInuTQHDx6Em5sbwsLC6ny2Y8eOwdraGgcPHoRGo0FUVJRRXWRkpGif29vby6Lx9PREcHCwYvnk9GRlZSV69fWuXbtEe27Pnj3QaDQYOnSoUd27776L119/vdEaKT3enPs3JycH06dPV6THTbV/27RpI6k3xWoupZZSNHzuUd6T1PNTWVkZ3N3d4e/vX2efnD59Gr6+vti9ezcAIDo62qhu165dmDhxoiIapT0NGDAAr776Kj7++GO4uLjUqWNFRQXmzp2L8PBwPPXUU0bf0dCmTRt4eHgopgkLC0OPHj1MLp+9vT369OmDqVOn6tUUFRUhOztbFs2aNWsMejEnBCKJT7xlWixqtRoVFRUAABcXF1hZWf0hDcMwDGNaaIedtra2olrtAsHx48frDf6TkpIQEhIiSSNXLO1CQ69evfT6VavVOHr0KJycnIxqysrKUFVVJRqrrKzM4IJESEhInYUGLy8vg3XULg4Y0zREZ2gRoak8yaUBgDt37ugWNh7/bNqFDSk6Gxsb0T6XcixIPV7kiqW0p4SEBNja2mLVqlV6t587dw7R0dHIz8832nPahTmx3vT29pZFI6XHgebbvw4ODor1uFSd0v0rtTe/++67RtdSqgbgc4+SnqT2wI8//ogDBw7o3ScDBw7UvQxGo9GI6pTUKOnp119/RXR0NM6fP290cNqxY0ej+5Z5SFJSku45zPr48ccfMWDAALzwwguN1kycOBH5+fnyGG/G8JCSAQDd1VY2NjYmoZE7llJUVlbW+WXh6OjYxI6aL1JrKUUnl6YlU1NTg7Nnz+pq4O7uDh8fH0kLEmq1GlevXoWnp2ejNFofZWVlRnVKalq6J4ZhzIeGLFowjJJwbzLcA/IidXDKMKYIDynNmEOHDiEzMxPHjx/Hb7/9BgBwcHBASEgIZs2ahcjISEU1cnoyxrlz5zBkyBDd7aiN0Wk1//rXv7B06VLd5eJEBEEQ0K1bN8yePdvgrQtaiouLERQUZPTWTak6JTV/Rr7s7GxJtfzwww9FdY9rtDRU09jP39AaKLnvAgMD8a9//QurVq3SPZRci6OjI6ZPn4709HSjf8yYcj+xJ+MafYNMOYf6Si4iyOnJ1JCyiPC4xs3NDb6+vg3WyBlLaj59SF3YkKJrrosISnt6XC9l4eqP9KZcGnPpXyV7XM5Yf9ZiWnl5Ob7++us6vdK7d2+4ubnJrvmjsdzc3NCnT58/RaN0PqU9NYaqqioUFhYiLCys0TolNU2RTwpcJ3nryTQAxZ+CyZgEeXl5ZGlpSWPHjqXc3Fzau3cv7d27l3Jzc2ncuHFkZWVFL7/8smKa9evXy+Zp/fr1Rj97UVGRpIfSStFpX1Bia2tL8+bNo/z8fCopKaGSkhLKz8+n1157jezs7Gjx4sWS4kjxJKZTUiN3PgCSarlo0SJR3ZAhQ2TRtPR9B4Dat29PWVlZVFpaSvfu3aN79+5RaWkpZWdnk6urq9GXC2njSDlW5DzulNKYk6c1a9aQj48PqVQqUqlUJAgCqVQq8vHx0T3wXopGzliPa7RfDdU0RKdkzcV0giDQ66+/Tk5OTiQIQp0vJycneuONN0itVsuiqa2tpdraWkXzyVUnczg+lfCkVquptLTU5HqF+9f0ekVpT2q1ms6dO0fjx48nCwsLsrS0JFdXV3J1dSVLS0uysLCgF198ka5fvy6Lpqqqiu7evatYPvb0MBYR0dWrV2n79u2UlZVFWVlZtH37drp69apojzSkn0yxx5XMd/fuXTp69KhJeTLFOknVSamnXBpzgV+cY6b8+9//xrJly/DKK6/U2xYfH4/Q0FDMnDlTMc2CBQt0z3pobKzExEScOnXK4Ge/ceMGAGDWrFkGNVqdRqMxqrtx4waICLm5ufVeyODj44Pw8HD07NkTCQkJ+OqrrwzGqayshCAIeP755416qqysBBEZ1cmpUdoTANFazpkzB4IgiOrGjx+PjRs3NlrT0vcdAGzYsAFRUVF1tnl7e2PSpEnw8vLC0KFDcejQIYNx7t+/D41Gg6CgIKMaAEY1DYkll6ale5LK4sWLkZaWhhkzZiAqKqrO84sOHjyIpKQkfPrpp8jPzzequXXrFohIllhyaaR6unXrFl599VWjdSIJN5/IpdHqPvjgA2RkZOj1PX/+fBw8eBClpaWN1jx48ABEhLy8PMXyLVy4UFIdGGU4e/YsAgIC0L59e5PqFe5fRtubXbp0wZ49exAZGQkLCwsAQG1tLQ4fPozExESEhoaCiBqtSUpKAhGhoKBAkXzsKRHTpk1DTU0NNm3aBEEQ4OzsDAC4efMmiAjjxo1DdnY23w4uAz/88AP+9re/id61w0hDSj3l0pgLPKQ0U65cuWL0tuiIiAio1WrFNLNnzwYRyRKrsrISR48e1T30+nHu3r0LAFi+fDkCAgJEdVJi+fv7G/Tk7++P+/fv4/fff9f9ofs42pPRrl278Nxzz4nqpMSSS6O0J7FaVlRUgIhEdbW1tbJozGHfdejQQe924OFtTTU1NejRowc6deqkV3P16lWcP39eVHPx4kWUlJRg7NixjY4ll8YcPEkZZK5cuVKWwb/SiwhyepKyIGGKiwjR0dHYu3dvozWxsbEQBEGxfFIWP4CWvYigtCepiPWA0r3C/dvy+1cqeXl56Nu3b53vWVhYYODAgcjJyUH//v3x5ZdfNlozdOhQAMCePXsUyceecvDss8/Cy8vL6CDT2dnZ6JBS+3etdsBpTKfRaIzq5NQo7UkqXCdp+Rjl4SGlmfLXv/4Va9euxaJFi/Ruz8nJQevWrRXT+Pr6AoAssWxsbJCcnIwXX3xRr6aoqAjBwcHo3LmzqC4wMFCSJiMjA2vXroWlZd1Dqra2FgsXLoSdnR1Gjx5t8PmGRUVF2L17N3x8fER1O3fuVEzTFJ7Eavn000+DiER1Dg4OsmjMYd+9+uqr+Pjjj+Hi4lJne0VFBebOnQtHR0f06dMHU6dONRgnOztbVLNmzRr4+fnJEksujTl4kjIUvX79uixDfaUXEeT0JHVBwtQWETQajSyaqqoqEJFi+aQsfpjDIoLSnqQMjEytV7h/W37/Sh2yW1tbG9RYW1uDiGTRaDQaRfOxJ2s8ePBAdAgdGhqK6dOnG/x9fvnyZaSnp6O6uhpTp041qktNTcVLL72kiKYpPEkZ0Jl7nRqST8lBLQN+JqW5kp+fT3Z2duTv70/JycmUkZFBGRkZlJycTD169CB7e3tatmyZYpqjR4/K5ikyMpJmzpxp8LNrn/MVExMjqgMgSePm5kbt2rWjUaNG0ZQpU2jKlCk0atQoateuHbm7u9OIESNo2rRpBuOUlJSQt7c3xcfHi+rs7e0V0yjtqUOHDqK1PH36NBUXF4vqtmzZIoumpe+7J554gvz8/MjS0pICAwNp0KBBNGjQIAoMDCRLS0vq0aMHJSQkUFJSksE4P/zwA3l4eIhqwsPDacaMGbLEkkvT0j3Z29vT6tWrDWpOnTpFKpWK+vfvT7GxsaRWq+tpampqKDY2lhwcHEQ1YWFhssWSSyPVk52dndFnU546dYoAyKJRqVTk7+8vKdbAgQPpxo0b9bbfuHGDBg0aRO3bt5dFM2TIEIqOjlYsn6Ojo6TeDA4OFtUBUEzT3D3FxcVRWlqa3q/JkydL6jmle4X7t+X3r42NjaTeDAwMpJMnT9aLc/LkSQoODiZvb29ZNOPHj6eYmBjF8rGnYLKysqJvvvmm3nYtBQUFZGFhQcuWLTOo0T4/sG/fvqI6AIppmsLT7NmzKS8vT+9Xeno616mB+cTqKZdGynMyzQG+ktJMCQ8Px5kzZ/D+++/jxIkTdd6yNnjwYEyZMgXe3t4YMWKEYhoAsnhq1aoVqqurDX72nj17QqPRoLy8XFR39epVUQ0R4c6dO/joo49w4sQJ3dvA3dzc8PbbbyMmJgY2NjZGV0d8fHxQWlqK6upqUV1FRYViGqU9/frrr6K11N56f/HiRVHdwIEDG61p6fvu559/hkajwYEDB+ocU71798Y777yDgQMHGn2zNwA89dRT+OWXX0Q1+fn5RjUNiSWXpqV7eumll+q9uf5R2rRpg7CwMCxfvhxRUVFwc3NDWFhYnWewHTt2DNbW1sjJycH06dONag4ePAiNRiNLLLk0Uj1FRkbi5MmTBq88trGxgb29vSwaT09PBAcHi+qeeOIJlJWVwd3dHf7+/nV8nz59Gr6+vti1axcmTpzYaM3u3bsBANHR0Yrke/755yX1Zo8ePUR1Hh4eimmasyd7e3vRq68/+OAD0Z5Tule4f1t+/965c0dSb/7lL39BcHAw2rZtC1dXVwDA9evXcfv2bURFRWHLli2YOnVqozUrV64EESEmJkaRfOwpCiNGjMCkSZOwdu1aBAYG1tn/p06dwtSpU+Hn54fbt28b7CdnZ2fExsaiS5cuorqgoCDFNEp7cnV1RceOHREXF6dXU1xcjPT0dAwZMsSs6yQ1n5R6pqamyqJJT0836MWcEIgkPr2dYRiGYZgWy6MLBI8uAIWEhOiG+lI0csZS0pN2QcLY8660g//Gahqi07eIoPWtXUSQS9MU+RjlSEpK0r2kUB8//vgjJk6ciMOHD5tcr3D/tmyk9mZ+fj7Onz+P48eP19sv3bt31+nl0sgZiz0Z19y6dQsxMTE4cOCAwUHmxo0b4eTkBMY477zzDtRqNVJTU/Vu//nnn/Hmm28iNzdXYWfNEyn1HDlyJIYPH95oDe+Xh/CQ0sypqanB2bNndb8s3N3d4ePjAysrqybR/Jn53Nzc4OvrK5pPn05qLH2o1WpcvXoVnp6eBjU1NTUoKyszqpGqU1LzZ+UrLy/H119/XWf/9u7dG25ubnV+Roruz9K4ubmhT58+op706ZTUNESnj6qqKhQWFiIsLOxP1yidjz0xDMMwDMOYDlKHogzDtFx4SGmmaDQavPnmm1i1apXuDaJaHB0dMX36dKSmpiItLU0RjfbSZqU8yZkvPT3d6Ip6cXExgoKCjN52K0UjZyxT9RQYGIiYmBhs2rQJgiDoHi588+ZNEBHGjRuH7OxsEBEmT55sVLd06VIkJycromnOnrKzs41eydWc+4k9iWseH2TKNdSXM1ZTe+JFhKbJx56U9/QoBQUF9QYFffv2xdNPP91gnZIaU/AUEhKC3r17i3p6XKekxlQ9NYZbt25h165diI2N/dM1SudjT9LgOslXS6U9mWqd5Kwn0wAUfP4lY0LMmTOH2rdvT1lZWVRaWkr37t2je/fuUWlpKWVnZ5Orqyv17t1bMU1KSoqinuTMl5KSYrTW2gfzNlYjZyxT9QSAunTpQvv376eamhrdtpqaGjpw4AB17dqVJk6cSBMmTBDVde3aVTFNc/Y0ceJEWfadKfYTe5KuuXv3Lo0fP54sLCzI0tKSXF1dydXVlSwtLcnCwoJefPFFun79uqimqqpKtlhyaZqzp6qqKkX7QAxzOBbM2dPdu3dp+/btFBoaSoIgkJeXF/Xu3Zt69+5NXl5eJAgChYaG0rVr1+jatWuiujNnziimYU/N25OWr7/+mpYtW0bz5s2jefPm0bJly+jrr78W7W85j5eWfpw3V083b96kdevWmZQnU6yTXLVU2pMp1kmqTko95dKYC/ziHDNl/fr12LBhA6Kioup839vbG5MmTYKXlxeio6Oxd+9eRTSxsbEQBEExT3LmGzp0KA4dOmSw1vfv34dGo0FQUJBRDQCjmobEkkujtCcAyMvLQ9++fetss7CwwMCBA5GTk4OhQ4cCAPbs2WNU179/f3z55ZeKaJq7p61bt8IQtbW10Gg0uqswG6MBYFQjdz72ZPxqzEdJSkpCQUEB9uzZg8jISFhYWOhiHD58GImJiQgNDQURGdUkJSWBiGSJJZemOXtKSkrCmjVrJO9HhmkMP/zwA0aOHImQkBCcO3cO3bp1q7P9woULeOmll/DKK6+AiFBbW2tUFxUVBU9PT0U07Kl5e1q1ahVGjx6N//73v/D09KzzsqLk5GT069cPeXl5aN++PQxx584dEBF+++23RmsAGNXInY893TEaAwCuXLmC+Ph4jBw5UjFPplgnuWqZkJBgtJZyezLVOknJJ4a2nsautpRLYy7wkNJMuXPnDjp06GBwu7u7OzQajWKaqqoqEFGzzFdTU4MePXqgU6dOejVXr17F+fPnRTUXL15ESUkJxo4d2+hYcmmawpO1tbXe7QBgbW0NjUaj+29jOiJSTNPcPb300kvw9/fXq7l8+TJSU1Nl0aSnp6O6uhpTp05VJB97eqiRMsjcunWrLEP25j6wN0VPvIjAnuTyJJVVq1bVGygBQLdu3bBixQqEh4cDAI4dO2ZU16tXL+zatUsRDXtq3p6mTZsmOjjt3Lmz0ccrERGICG3btm20RhAEODk5QRAERfKxp4dPn5MyeDL3OslVSwBmXyep+QBpvanEgNlc4CGlmRIeHo5XX30VH3/8MVxcXOpsq6iowNy5c9G+fXvFNOHh4SCiZpnP0dERffr0wdSpU/XWuqioCNnZ2aKaNWvWwM/PT5ZYcmmawtOkSZOwdu1aBAYG1tl+6tQpTJ06FcOGDQMRieq0V7sqoWnOnlxcXNCxY0fExcXp2y0oLi5GamqqLJr09HQEBAQolo89FUseimo0Gh7Ym6in5jocZ0+m6UnKwFPsH1E2NjaSdIIgKKZhT83b04EDByQNTt9991306dNHb6zvv/8eL7/8siyayZMno02bNnj99dcVyceeHmqkDN+4TvLUUhAEs69TQ/IpOahleEhptmRlZSE6Ohru7u7w9/evc1vF6dOn4evri127dmHixImKaHbv3g0AinmSM9/zzz+PCxcuGKx1mzZt4OHhIaoJCwtDjx49ZIkll0ZpT/369UObNm0QHByMtm3bwtXVFQBw/fp13L59G1FRUVi5ciWICDExMUZ1W7ZswdSpUxXRNGdPgwcPxu3btw3uF2dnZwQFBcmiiY2NRZcuXRTLx56c4erqKmkoOnToULMf2JuiJ15EYE9ye5IyFI2Li0NmZiYiIiLg4OAA4OFQ6/Dhw5g1axbGjRsHjUYjqvPz81NMw56at6f//Oc/osNMS8uH/2wdMGCAXo2Tk5PuvxurISLdI4qUyMeeHmqkDJ6U9iSHpik8SRnQmXudGpJPyUEtw0NKs6Vjx44oLi7GgQMHcOLECd3b9nr37o133nkHAwcOhEqlUlQDoNnmM8ZTTz2FX375RVSTn58vut+kxpJLo7SnL7/8EgBw/vx5vW+B7N69u06/b98+UZ2SmubsyRgdO3ZEYWGhLJrc3FxF87GnjkhKSpI0FF26dKksQ/bmPLA3RU+8iMCe5PQkZdEiLS0NgwcPxtixY1FTU6O72vfBgwewtLTEhAkT8N577wEANBqNUV1GRgbmzp2riIY9NW9PUgan/fv3R6tWrQz2uJubG4YNGyaLJjU1FR06dNA9L/3Pzsee3ODt7Q1AfFhk7nWSq5bav0HMuU5S80ntTTk02iuGzR2BuBIMwzAMwwA4d+5cnQUZfQNtKRo5Y7EnhpGHd955B2q1GqmpqXq3//zzz3jzzTeRm5uL3377DYWFhXX6Mjg4WDc80iJFp6SGPTVPT9XV1Zg5cyZycnIMDjMzMzN1t6szLY81a9bg/v37mDFjht7t165dQ1ZWlsHzF/M/uJbyIqWeL7/8MiIjIxut4f3yEB5SmjkFBQX1rrDq27cvnn766SbRtLR8ISEh6N27d4M0csZqrp4McevWLezatUv0rWdSdEpq2BN7MlVPDMMwDGMqSB2wMgzDMC0XHlKaKdevX8fo0aPx3//+F56ennWetXjlyhX069cPWVlZmDJliiIa7dtLlfKkdD72JD2f9pZHfRQXFyMoKEj0LaVSdEpq2BN7MlVPjw4yHzx4gO3bt+tdkBkxYgSsra0laQDIFos9sSf2JK+nxnLt2jVkZ2fjzTffbLROSQ17at6epMB1atmepMB1ar7HlKnWSc56Mg2AGLNk9OjRFBISQufPn6+37fz589S3b1/y8PBQTPPCCy8o6knpfOxJmmbEiBFUWVlp8OuLL74glUplVKPVCYKgmIY9sSdT9aRSqeodb49SVFREKpWKvv/+e3ryySepVatWNGDAABozZgyNGTOGBgwYQK1ataLOnTvTZ599Jqr5/vvvZYsll4Y9sSf29D9ddXU1bd68mWbOnEljx46lsWPH0syZM+mTTz6h6upqo+eLR88ZcuiU1LCn5u2pvLyc0tPTTcqTKdapJXuSqwfk9GSKdZKrlkp7MsU6SdVJqadcGnOBX5xjphw4cADHjh1Dt27d6m3r1q0bVqxYgV69emHXrl2KaMLDwwFAMU9K52NP0jVt27att10LEUEQBDg5OUEQBKM6IhKNJZeGPbEnU/UEQPSNqQAwdepU+Pv749SpU3qfWxYbG4sxY8agf//+RjWvvPIKNBqNLLHk0rAn9sSeHuoSEhJQVlaGsrIy9OnTR3dHw6lTp5CVlYUnnngCmZmZ8PT0hCEuXLgAAPjuu+8MarQ6IjKqk1PDnpq3JzHKy8uRlpaGkSNHKubJFOvUkj2JIbUH5PRkinWSq5bp6elGaym3J1Otk5R8YmjraexqS7k05gLf7m2muLi4YOvWrQbfLnXkyBE8++yzyM/PV0TzwgsvAIBinpTOx56kazIyMtCnTx+9mu+//x6TJ0+Gvb09Xn/9daO6l19+GQsXLlREw57Ykyl7UqlUercD/xuK2tjYoKCgAH5+fnp1p0+fRo8ePXD69GmjGq0XOWLJpWFP7Ik9PdQFBARg2LBhWL9+vcFB5o4dO6BSqfS+YVQQBN0549H/NaQjItFYcmnYU/P2dOrUqXrbH+X8+fP4xz/+YfZ1asmeAKCoqKjedi1Se6Cl10muWo4bN87s6yQ1HyBez7Fjx8qiGTdunOgjn8wBvpLSTPnHP/6BuLg4ZGZmIiIiQvfH6m+//YbDhw9j1qxZ8PPzU0wzbtw4aDSaFpuPPUnTdOjQAQAMDjKdnJxARAgKChLVaVFCw57Ykyl7evfdd0WHok5OTrh06ZLBAcelS5egUqlENdqccsSSS8Oe2BN7erhNo9Hg7bff1vsSEgcHB7z11lvYsWMH1qxZg4iICL1xzp49i2HDhsHZ2RmLFi0yqhsyZIhoLLk07Kl5ewoICJA0KDD3OrV0T4GBgY3uAXOokxy1FATB7OvUkHxi9SQiWTTG7qIyJ3hIaaYsXboUGo0GY8eORU1NTZ2HrltaWmLChAnIyMjA3LlzFdG89957AKCYJ6XzsSdpGj8/P6jVaoN96+bmhtTUVHTo0AH37t0zqhs2bBhsbGwU0bAn9mSqnry9vQGID0UnTpyI2NhYzJ8/HxEREXVebHX48GG8/fbbCA0NFdUkJiZCo9HIEksuDXtiT+zpoc7e3l50kGltbY2ysjJ4eXnp1dy+fRtEhODgYFEdAMU07Kl5e5I6KDD3OrV0T1IGT1wneWo5bNgws69TQ/IpOahlwC/OMXcqKyvp888/p40bN9LGjRvp888/p8rKyibTtPR87El6PoZhGs8HH3xAy5YtM7i9vLyc0tLSiIgoIyOD3N3dSRAEUqlUpFKpSBAEcnd3p4ULF0rWyBmLPbEn9iSfp/nz51Pbtm1p6dKlVFxcTOXl5VReXk7FxcW0dOlScnZ2pjFjxtCGDRv0ni+IiG7evEl5eXm0bds2UV1iYqJiGvbUvD0NHDiQ3nrrLYO6oqIiAmD2dWrJnvz8/GTpgZZeJ7lqKQiC2ddJaj6pvSmHRhAEg9vNCX4mpRlTUVGBnJwcHD9+HOXl5QAeXnnTt29fxMfHo3379opqlPbENWBP7Ik9mYOnhlJaWlonVqdOnf6QRs5Y7Ik9sSd5PC1cuBDLly9HeXm57rYyIoKbmxtmzpyJlJQUvTEZ5s/k008/RVVVFV588UW922/duoWdO3ciLi5OYWeMUnAPyAfXUl6k1DM1NRW9e/dutIb3y0N4SGmmfPPNN4iKioKtrS0iIyPr3RZ07949LF26FMnJyYpoDhw4ACJSzJPS+dgTe2JP7KkpPB04cADe3t6NHmT+/PPPSE1NRU5OTqM0csZiT+yJPf1xT1IHnnLla2oNe2renqTAdWrZnqTAdWq+x5Sp1knOejINoAmu3mRMgD59+tCkSZNIo9HU26bRaGjSpElkb2+vmOaZZ55R1JPS+dgTe2JP7KkpPPn5+VHbtm3Jw8OD4uLiKCUlhVJSUiguLo6eeOIJcnZ2pm+++abezz9OUVERqVSqRmvkjMWe2BN7ktfTlStXKCEhQbF8plgD9mSanuTqzZZep5bsic9PytZSaU+mWCepOin1lEtjLvCLc8yU4uJi5OXl6X2DlCAISE5OxgcffIDk5GRFNIGBgQCgmCel87En9sSe2FNTeFqzZg1efvllZGVl1dMREaZMmYLExES89tpr9WI8yk8//QQiws6dO41qABjVNCSWXBr2xJ7Y0/90xrh58yby8vIwcuRIWfKZYg3Yk2l6EkNqb7b0OrVkT2Lw+UneWq5bt85oLeX2ZKp1kut357p164xebSmXxlzgIaWZ4ubmhoKCAnTv3l3v9oKCAlhYWCim+ctf/gJBEFpsPvbEntgTe2oKTwAkDUVHjhwJQRBARp4AQ0QYNWqUUY0gCLLFkkvDntgTe/ofUv5h15JrwJ5M05PUwYS516klewL4/CRXPkC8lgDMvk5y/+5UatHGLCDGLFm5ciXZ2NjQjBkzaMeOHXTixAk6ceIE7dixg2bMmEGtW7emMWPGKKZZtWqVop6Uzsee2BN7Yk9N4aldu3a0bt06g78L1q1bR15eXtShQwfavn27Qd2pU6cIgKhGpVLJFksuDXtiT+zpf7G0b/w29GUONWBPpudJ+P830je2N1t6nVq6Jz4/yedJrJZcJ/l/d8qhkXILujnAQ0ozZtOmTdSnTx+ytLTUHRiWlpbUp08f2rx5s+Kalp6PPbEn9sSelPYkZdi5atUqGjZsGM2fP58MUVRURABENYIgyBZLLg17Yk/s6X+xpPxjrKXXgD2ZniepgwJzr1NL98TnJ/k8SRnQmXud5P7dKdfglCHit3szUKvVqKioAAC4uLjAysqqSTUtPR97Yk/siT0p6Wnz5s3IzMxEYWEhamtrAQAWFhYIDg7GrFmzMGbMGHzxxReoqqrCoEGD9HqoqqpCTk4OunTpYlTz7bffQqVSyRJLLg17Yk/s6aFu4MCBiIiIwIIFC/RqiouLERAQgH379rXYGrAn0/S0ZMkSBAQENLo3W3qdWrInPj/Jl09KLQMDA3H06FGzrpPcvzvnz5/faE1gYCA0Go3e7eYEDykZhmEYxgyQOhRlGKZlImUx4ttvv8WAAQMUdsaYO9ybDPeAfHAt5UWuhXypg1PeLzykZBiGYRiGYRiGYRiGYRimiVE1tQGGYRiGYRiGYRiGYRiGYcwbHlIyDMMwDMMwDMMwDMMwDNOk8JCSYRiGYRiGYRiGYRiGYZgmhYeUDMMwDMMwZoggCBAEocE/Fx4eDkEQcOTIEflN/QlcunQJgiDA29u7qa0wDMMwDMMwRuAhJcMwDMMwDNNo0tLSIAgC0tLSZInHw0WGYRiGYRjzwrKpDTAMwzAMwzDNh/Xr1+PevXvw9PRsaiuS8PDwwLlz52BlZdXUVhiGYRiGYRgj8JCSYRiGYRiGkUxzGU5qsbKyQvfu3ZvaBsMwDMMwDCMC3+7NMAzDMAxj5qxZswbBwcGws7ODk5MToqOjceLECb1afc+kFAQB6enpAID09HTd8y4FQUB8fLxOd/XqVSQlJaFr165o1aoVbG1t0bFjR0REROC9997T6eLj49GpUycAwOXLl+vEe/Q5mo/eYn7lyhVMmDABHTt2hJWVlS6vsdvGH423detWhIaGwsHBAXZ2dujXrx/27t1rsGaXL19GfHw83Nzc0KpVK3Tp0gWpqan4/fffDT63s7KyEm+88Qb8/f1hZ2cHGxsbdOjQAf369cObb74JtVptMB/DMAzDMExLh6+kZBiGYRiGMWNmzZqFZcuWoV+/fhgxYgROnz6Nffv24dChQ/jkk08watQo0RhxcXEoKipCcXExevbsiYCAAN220NBQAEB5eTl69eqFsrIyeHp6YtCgQWjVqhXKyspQVFSEwsJCvPrqq7qfuXv3LrZu3Qo7Ozu88MILRvN///33CAwMhLW1Nfr16wcigouLi+QapKam4q233kLfvn0RHR2N8+fP46uvvsLQoUOxdevWejUoKSnBgAEDUFFRgQ4dOmDEiBGoqqrCkiVL8Pnnn0Oj0dTLce/ePYSGhuLMmTNo3749IiIiYGdnh/Lycl2+WbNmwcnJSbJvhmEYhmGYlgQPKRmGYRiGYcyYrKwsfPbZZ3j22Wd131u8eDFSUlKQkJCAfv36wdXV1WiMvLw8pKWlobi4GCNHjtT78pwPPvgAZWVlmDRpErKysupcEalWq3Hs2DHd/584cSIiIyOxdetWuLi4IC8vz2j+jRs34sUXX8SHH34IGxsbaR/8EVasWIHjx4+jT58+uu+lpaUhPT0d8+bNqzek/Oc//4mKigqMHTsWeXl5upy//vorIiIicOHChXo5tmzZgjNnzmDw4MHYsWNHnWdkajQafPHFF7C1tW2wd4ZhGIZhmJYC3+7NMAzDMAxjxkyePLnOgBIA5syZg169eqGyshIffvihLHmuXbsGABg0aFCdASXw8LmRERERfzi2s7MzVq5c+YcGlACwYMGCOgNKAHjttdfg6OiIixcv4ueff9Z9/4svvsDJkydhb2+PVatW1cnp4eGBJUuW6M2h/fzPPfdcvZf4qFQqDBgwANbW1n/IP8MwDMMwTEuAh5QMwzAMwzBmTFxcnN7vx8bGAkC95yr+UXr37g0AmDdvHrZt24a7d+/KEhcAIiMj4ejo+Id/ftiwYfW+Z2NjgyeffBLAwysktRw9ehTAw2Grs7NzvZ8bMmSI3lu2n376aQDAokWLsH79ety8efMP+2UYhmEYhmmJ8JCSYRiGYRjGjNG+oMbQ93/55RdZ8vzzn//E+PHjcfHiRYwePRpOTk7o0aMHpk2bhs8//7xRsfW9FKchGHpjuYODAwDg999/131PWw9jOb28vOp9Lzw8HHPnzsX169cRFxcHFxcXdOvWDS+99BJ27Nih9zmWDMMwDMMw5gQPKRmGYRiGYRiDEJEscVQqFT766COcPXsWixYtwtChQ3H16lW8//77iIiIwPDhw1FbW/uHYrdu3brR3hrK47esS9mWkZGBH3/8EStWrMDf//53VFVVITc3FyNHjsQzzzyDqqqqBvtgGIZhGIZpKfCQkmEYhmEYxowpLS3V+/1Lly4BAJ544glZ8/n6+mLOnDnYvn07rl+/js8++wyurq7YtWsX1q9fL2uuPwMPDw8A/6uPPi5fvmxwm7e3NxITE7F582b88ssvKCgoQNeuXfHNN99g0aJFcttlGIZhGIZpNvCQkmEYhmEYxozZsGGD0e+Hh4dLiqN96UtNTY3k3IIgICIiAjExMQCAoqKiRsVTgrCwMADA/v37cevWrXrb9+3bp/f7hnj66acxbdo0AHU/P8MwDMMwjLnBQ0qGYRiGYRgz5v3336/3cpzMzEwUFBSgTZs2mDBhgqQ42isuz549q3f7+vXrUVhYWO/7d+7c0eV/9FmO7du3h7W1NcrLy03qJTNhYWHo2bMn7ty5g8TERDx48EC3raysDLNnz9b7c59++imOHTtW79mTarUa+/fvB6D/WZYMwzAMwzDmgmVTG2AYhmEYhmGajsmTJ+PZZ59F//794eHhgTNnzuD06dOwsLBATk4O3NzcJMWJioqCnZ0dtm/fjtDQUHTp0gUWFhbo168fEhISsG3bNsTFxaFDhw4ICAhA27ZtcevWLfz3v/9FZWUl/Pz88PLLL+viWVlZYfjw4diyZQsCAgIQGhoKW1tbAMCHH374p9RCCoIg4KOPPsKAAQPw8ccf48iRI+jXrx/u3buH/Px8BAQEICQkBMePH9ddDQo8fCv48uXL4eLigsDAQLi6uuLOnTs4ceIErl+/Dg8PD6SkpDTZ52IYhmEYhmlqeEjJMAzDMAxjxmRmZqJbt27Izs7GN998AysrKwwaNAjz589H3759Jcf5y1/+gn379mHBggUoLCzE8ePHodFoUFNTg4SEBMyePRudOnXCV199hZMnT+LmzZtwdnaGr68vYmJikJCQADs7uzoxs7Oz0a5dO+zbtw9btmyBWq0G0LRDSgDw8/NDYWEh3nzzTRw4cADbt29Hx44dkZSUhDfeeAN+fn4AABcXF93PxMfHo3Xr1vjyyy9RUlKCo0ePwtHREZ6enpg5cyYmTZqEdu3aNdVHYhiGYRiGaXIEkuuVjQzDMAzDMAxj5pSWlqJz585o06YNbt68+YfeHM4wDMMwDGOO8F9NDMMwDMMwDNMAqqqq9D578/Llyxg/fjw0Gg3i4uJ4QMkwDMMwDNMA+EpKhmEYhmEYhmkAly5dQqdOnfDUU0+ha9eucHBwwJUrV3Dy5ElUV1ejZ8+eOHbsGBwcHJraKsMwDMMwTLOBh5QMwzAMwzAM0wDu3r2L9PR0fP7557hy5Qpu374NW1tbdOvWDaNHj0ZiYqLuJT8MwzAMwzCMNHhIyTAMwzAMwzAMwzAMwzBMk8IPymEYhmEYhmEYhmEYhmEYpknhISXDMAzDMAzDMAzDMAzDME0KDykZhmEYhmEYhmEYhmEYhmlSeEjJMAzDMAzDMAzDMAzDMEyTwkNKhmEYhmEYhmEYhmEYhmGaFB5SMgzDMAzDMAzDMAzDMAzTpPCQkmEYhmEYhmEYhmEYhmGYJoWHlAzDMAzDMAzDMAzDMAzDNCk8pGQYhmEYhmEYhmEYhmEYpkn5P+ZG8qyiMXtAAAAAAElFTkSuQmCC", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABSkAAAIuCAYAAABTrY0lAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAADDLElEQVR4nOzdeVzWVf7//+eFCK6AVorkWmpqaiAquYxaOqmZaVlpWmqLlqPmVi5Tbm2uaTplLrk2OdlM6WSm5s80y7VwK/dGTUdDa1RQUlw4vz/6wkeU67oO8IY3yON+u3GbhuvFeZ1z3uf9Rl7nfV1vjzHGCAAAAAAAAABcEuB2BwAAAAAAAADkbxQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAECO6N69uzwej7p37+52VwAAAJDLUKQEAADI465cuaKPP/5YXbt2VdWqVRUWFqagoCCVKlVKjRs31rBhw/Tjjz+63c186ffff9fy5cv1+uuv6+GHH1aFChXk8Xjk8Xg0atSoTLc7duzY1HY8Ho9zHQYAAHBJoNsdAAAAQOZt2rRJ3bp10/79+1O/V7BgQRUvXlz/+9//tH79eq1fv15jx47Vww8/rH/84x8KCgpyscf5y5YtW3T//fc72ua+ffs0evRoR9sEAABwG3dSAgAA5FFLly5Vs2bNtH//ft10000aM2aM9u/fr4sXL+p///ufLl68qO+++05Dhw5VSEiIPv30U/3+++9udzvfKVGihJo3b66XXnpJ//jHPxQeHp7ptpKTk/X000/rwoULatCggYO9BAAAcBd3UgIAAORBBw4c0BNPPKGkpCTVqFFDK1euVNmyZdPEFChQQHXr1lXdunX10ksv6emnn3apt/nXn/70J506dSrN94YOHZrp9v72t79pw4YN6tKliypXrqyNGzdmtYsAAAC5AndSAgAA5EGvvPKKEhISVKhQIS1evPi6AuW1SpYsqSVLlig0NFSnT59WkSJF5PF49PHHH/v8ueHDh8vj8ei2226TMea6148eParBgwcrMjJSoaGhKly4sG6//Xa1a9dOCxYs0IULFzI0rsOHD6t///668847VaxYMRUpUkTVqlVTv379dOTIkQy1lRsUKFDAsbYOHTqkl19+WTfddJMmT57sWLsAAAC5AUVKAACAPObEiRP617/+JUnq0qWLqlatav2zHo9HJUqU0GOPPSZJmjlzptfYK1euaO7cuZKkZ5999roHtHzwwQeqWrWqJkyYoB07dujChQsqWrSojhw5os8++0zdunXT3r17rfv24Ycfqlq1apoyZYp2796ty5cvS/rjMxinTp2qmjVr6ssvv7Ru70bTo0cPJSYmatKkSbrlllvc7g4AAICjKFICAADkMWvWrFFycrIk6aGHHspUG7169ZIkffXVVzp48GC6MV988YWOHTumwMDA694qvmzZMnXr1k0XLlxQo0aN9M033+j8+fP67bfflJiYqG+++UY9evSwfkjPqlWr1LVrV125ckWDBw/WoUOHdP78eSUmJmrv3r169NFHdfbsWT366KN58o7KrJo1a5ZWr16tFi1aqGvXrm53BwAAwHEUKQEAAPKYXbt2pf53VFRUptqIiYlRZGSkjDGaNWtWujEpd1k++OCDaR72cvnyZfXt21fGGDVu3FhfffWVGjdurICAP/5pGRQUpMaNG2vmzJmqUaOG374kJyerd+/eSk5O1rvvvqtx48apYsWK8ng88ng8uuOOO/Txxx/rwQcfVEJCgiZNmpSpMV9r3rx5qTky87V27VpH+uHPsWPH9NJLL6lw4cKaMWNGjuQEAADIaTw4BwAAII/53//+l/rfJUuWzHQ7vXr10nPPPad58+bp1VdfVcGCBVNfO3bsmJYvXy5Jeu6559L83Jo1a3To0CFJ0uTJk63vlvRm3bp1OnDggG6++WY9++yzXuO6du2qzz77TCtXrsxSvhSFCxdW6dKlM/3zWR23reeee07x8fEaN26cbrvtthzJCQAAkNMoUgIAAORTnTt31osvvqi4uDgtXbpUDz/8cOprc+bM0ZUrV1SpUiX9+c9/TvNzGzZskCSFh4erbt26We7H+vXrJUnx8fGKiIjwGnfx4kVJ0s8//5zlnJLUsWNHdezY0ZG2ssvf//53LVu2TJGRkRo4cKDb3QEAAMg2vN0bAAAgj7nppptS//vUqVOZbqdYsWJ64oknJKV9gE5ycrJmz54t6Y+HtVz7wJy4uDhJUoUKFTKd+2rHjx+XJF26dEknTpzw+nX69GlJ0vnz5x3Jm9udOHFC/fv3V4ECBTRr1iwFBnJ/AQAAuHFRpAQAAMhj7rzzztT/3rZtW5baSnmAzqpVq3T48GFJ0pdffqmff/5ZgYGBeuqpp677mWuLlll15coVSX98TqYxxuorPxg6dKj+97//qWfPnqpWrZrOnTuX5ivlzlJJ6X4PAAAgL6FICQAAkMfcc889qQ+pWbx4cZbaqlWrlho2bJjm7smUB+m0a9cuzQNzUqR8z6m3XTvdnq1FixYpPDw8018pb3vPLimf+/nee++pePHi132NGTMmNTble4MHD87WPgEAAGQXipQAAAB5TOnSpdWhQwdJ0sKFC7V//37rn03vLsSUuynnzJmjY8eOaenSpZKknj17pttGw4YNJf3xtu/vv/8+Q31PT6NGjRxtz9b58+d9vr3c3xd3LQIAADiHIiUAAEAe9Prrr6tYsWI6f/68Hn74YR07dsxn/OnTp9WhQwfFx8df99qjjz6qm266ScePH1fnzp116dKldB+Yk+Kee+5Jfcr0gAEDslysu+eee1S5cmXr9rLyOZxX6969u/Xby9P7atasmSP98Gbt2rU+848cOTI1NuV7b7/9drb2CQAAILtQpAQAAMiDqlatqg8++EBBQUHatWuXIiMjNW7cOP3000+pMVeuXNG2bds0YsQI3Xbbbfr000/TbSs4OFjdu3eXJK1bt05S+g/MSVGgQAG988478ng8+vbbb9W8eXN9++23Sk5OlvTHU7jXrl2rJ554Qrt37/Y7lsDAQE2fPl2BgYH69ttv1aRJE61evVqXLl1KjTl48KCmT5+uevXqadq0aVZzlFucPn1av/32W+pXyjz9/vvvab5/7tw5l3sKAADgHo/JL588DgAAcANav369unfvnqY4GRQUpGLFiunMmTOpBTGPx6NOnTpp/vz5Kliw4HXt/PTTT6pataqMMQoMDNTRo0fT/TzKqy1YsEA9e/ZUUlKSpD+KncWKFVN8fLwuX74s6Y8H+0RGRkr6487F+fPnq1u3bpo3b9517S1ZskRdu3bV2bNnJUkFCxZUSEiIzp07l5pD+uMu0pdfftl+klxWsWJFq8/b9DYv3owaNUqjR4+WlP7b+AEAAPKSQLc7AAAAgMxr1KiR9u7dq3/+85/6/PPPtXnzZp08eVJnz55VyZIlVa1aNTVt2lRPPvmk7rjjDq/tVK5cWZGRkdq2bZvXB+Zcq2vXrmrSpImmTJmS+kTw8+fPq0KFCqpVq5Y6dOig6tWrW4+lffv2+umnnzRt2jQtX75cBw4c0JkzZ1S0aFFVq1ZN9erVU5s2bXT//fdbtwkAAIC8gTspAQAAoLi4OJUrV06XL1/WypUrdd9997ndJQAAAOQjfCYlAAAANH36dF2+fFmVK1f2+sAcAAAAILtQpAQAAMjnvv/+e7311luSpIEDB3p9YA4AAACQXXi7NwAAQD5VsWJFJSUlKS4uTpIUFRWlzZs3p/tgHQAAACA7UaQEAADIp1LumAwPD1erVq00duxYlS5d2uVeAQAAID/i6d4AAAD5FHvVAAAAyC34TEoAAAAAAAAAruJOSh+Sk5N1/PhxFS9enA+QBwAAAAAAADLIGKOzZ88qIiJCAQHe75ekSOnD8ePHVa5cObe7AQAAAAAAAORpR48eVdmyZb2+TpHSh+LFi0v6YxJDQkJc7g0AAAAAAACQtyQkJKhcuXKpdTZvKFL6kPIW75CQEIqUAAAAAAAAQCb5+yhFHpwDAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwVaDbHQAAAEAO83i8v2ZMzvUDAAAA+H+4kxIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOCqXFmkXLdundq2bauIiAh5PB4tWbIk9bVLly5pyJAhqlWrlooWLaqIiAh17dpVx48fT9PGqVOn1KVLF4WEhCgsLEzPPPOMzp07l8MjAQAAAAAAAOBPrixSJiYm6q677tK777573Wu///67tm7dquHDh2vr1q369NNPtW/fPj344INp4rp06aJdu3Zp1apV+vzzz7Vu3Tr17Nkzp4YAAAAAAAAAwJLHGGPc7oQvHo9HixcvVvv27b3GfPfdd6pfv75+/vlnlS9fXnv27FGNGjX03XffqW7dupKkFStW6P7779d///tfRUREWOVOSEhQaGio4uPjFRIS4sRwAAAA3OfxeH8td//TEAAAAHmMbX0tV95JmVHx8fHyeDwKCwuTJG3cuFFhYWGpBUpJatGihQICArR582aXegkAAAAAAAAgPYFudyCrLly4oCFDhujxxx9PrcbGxcWpVKlSaeICAwNVsmRJxcXFeW0rKSlJSUlJqf8/ISEhezoNAAAAAAAAIFWevpPy0qVLeuyxx2SM0XvvvZfl9saMGaPQ0NDUr3LlyjnQSwAAAAAAAAC+5NkiZUqB8ueff9aqVavSvKc9PDxcJ0+eTBN/+fJlnTp1SuHh4V7bHDZsmOLj41O/jh49mm39BwAAAAAAAPCHPPl275QC5YEDB7RmzRrddNNNaV5v0KCBzpw5o9jYWEVHR0uSvvrqKyUnJysmJsZru8HBwQoODs7WvgMAAAAAAABIK1cWKc+dO6effvop9f8fOnRI27dvV8mSJVWmTBk98sgj2rp1qz7//HNduXIl9XMmS5YsqaCgIFWvXl2tWrVSjx49NH36dF26dEl9+vRRp06drJ/sDQB5gq8n9Eo8pRcAAAAAkCd4jMl9f8GuXbtW99xzz3Xf79atm0aNGqVKlSql+3Nr1qxRs2bNJEmnTp1Snz59tHTpUgUEBKhDhw6aOnWqihUrZt0P20ekA4BrKFICyAxf1w6uGwAAAHCQbX0tVxYpcwuKlAByPYqUADKDIiUAAAByiG19Lc8+OAcAAAAAAADAjYEiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArsqVRcp169apbdu2ioiIkMfj0ZIlS9K8bozRiBEjVKZMGRUuXFgtWrTQgQMH0sScOnVKXbp0UUhIiMLCwvTMM8/o3LlzOTgKAAAAAAAAADZyZZEyMTFRd911l9599910Xx8/frymTp2q6dOna/PmzSpatKhatmypCxcupMZ06dJFu3bt0qpVq/T5559r3bp16tmzZ04NAQAAAAAAAIAljzHGuN0JXzwejxYvXqz27dtL+uMuyoiICA0aNEgvvviiJCk+Pl6lS5fWvHnz1KlTJ+3Zs0c1atTQd999p7p160qSVqxYofvvv1///e9/FRERYZU7ISFBoaGhio+PV0hISLaMDwCyxOPx/XruvsQDcIuvawfXDQAAADjItr6WK++k9OXQoUOKi4tTixYtUr8XGhqqmJgYbdy4UZK0ceNGhYWFpRYoJalFixYKCAjQ5s2bvbadlJSkhISENF8AAAAAAAAAsleeK1LGxcVJkkqXLp3m+6VLl059LS4uTqVKlUrzemBgoEqWLJkak54xY8YoNDQ09atcuXIO9x4AAAAAAADAtfJckTI7DRs2TPHx8alfR48edbtLAAAAAAAAwA0vzxUpw8PDJUknTpxI8/0TJ06kvhYeHq6TJ0+mef3y5cs6depUakx6goODFRISkuYLAAAAAAAAQPbKc0XKSpUqKTw8XKtXr079XkJCgjZv3qwGDRpIkho0aKAzZ84oNjY2Nearr75ScnKyYmJicrzPAAAAAAAAALwLdLsD6Tl37px++umn1P9/6NAhbd++XSVLllT58uXVv39/vf7666pSpYoqVaqk4cOHKyIiIvUJ4NWrV1erVq3Uo0cPTZ8+XZcuXVKfPn3UqVMn6yd7AwAAAAAAAMgZubJI+f333+uee+5J/f8DBw6UJHXr1k3z5s3T4MGDlZiYqJ49e+rMmTNq3LixVqxYoUKFCqX+zIcffqg+ffqoefPmCggIUIcOHTR16tQcHwsAAAAAAAAA3zzGGON2J3KrhIQEhYaGKj4+ns+nBJA7eTy+X+cSjxsd50Dm+Jo35gwAAAAOsq2v5bnPpAQAAAAAAABwY6FICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXBbrdAQAAAACASzwe368bkzP9AADke9xJCQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4Kk8WKa9cuaLhw4erUqVKKly4sG6//Xa99tprMsakxhhjNGLECJUpU0aFCxdWixYtdODAARd7DQAAAAAAACA9ebJIOW7cOL333nt65513tGfPHo0bN07jx4/X3/72t9SY8ePHa+rUqZo+fbo2b96sokWLqmXLlrpw4YKLPQcAAAAAAABwLY+5+vbDPOKBBx5Q6dKlNXv27NTvdejQQYULF9bf//53GWMUERGhQYMG6cUXX5QkxcfHq3Tp0po3b546depklSchIUGhoaGKj49XSEhItowFALLE4/H9et67xAMZwzmQOb7mjTkD8heuowCAbGZbX8uTd1I2bNhQq1ev1v79+yVJO3bs0LfffqvWrVtLkg4dOqS4uDi1aNEi9WdCQ0MVExOjjRs3em03KSlJCQkJab4AAAAAAAAAZK9AtzuQGUOHDlVCQoKqVaumAgUK6MqVK3rjjTfUpUsXSVJcXJwkqXTp0ml+rnTp0qmvpWfMmDEaPXp09nUcAAAAAAAAwHXy5J2UH3/8sT788EMtXLhQW7du1fz58zVx4kTNnz8/S+0OGzZM8fHxqV9Hjx51qMcAAAAAAAAAvMmTd1K+9NJLGjp0aOpnS9aqVUs///yzxowZo27duik8PFySdOLECZUpUyb1506cOKHIyEiv7QYHBys4ODhb+w4AAAAAAAAgrTx5J+Xvv/+ugIC0XS9QoICSk5MlSZUqVVJ4eLhWr16d+npCQoI2b96sBg0a5GhfAQAAAAAAAPiWJ++kbNu2rd544w2VL19ed955p7Zt26ZJkybp6aefliR5PB71799fr7/+uqpUqaJKlSpp+PDhioiIUPv27d3tPAAAAAAAAIA0sqVIeejQIe3cuVMVKlTw+fbqzPrb3/6m4cOH6y9/+YtOnjypiIgIPffccxoxYkRqzODBg5WYmKiePXvqzJkzaty4sVasWKFChQo53h8AAAAAAAAAmecxxpjM/OBnn32mefPmaejQoapfv37q9ydMmKC//vWvqW+97tatm+bMmeNMb3NYQkKCQkNDFR8fr5CQELe7AwDX83h8v565SzyQd3AOZI6veWPOgPyF6ygAIJvZ1tcy/ZmUCxYs0IoVK1S9evXU7+3du1dDhw6VMUZ33XWXihQpovnz52vp0qWZTQMAAAAAAADgBpfpIuW2bdt01113qXjx4qnf+/DDDyVJ06ZN09atW/Xdd9+pQIECmjlzZtZ7CgAAAAAAAOCGlOki5W+//aZbb701zffWrl2rwoULq3v37pKkatWqqXHjxtq1a1eWOgkAAAAAAADgxpXpIuWFCxdUoECB1P9/5coVbd26VTExMQoKCkr9fkREhOLi4rLWSwAAAAAAAAA3rEwXKUuVKqUDBw6k/v9Nmzbp/PnzatSoUZq48+fPq2jRopnvIQAAAAAAAIAbWqaLlA0bNtSOHTv00UcfKT4+Xm+++aY8Ho9atGiRJm7Pnj2KiIjIckcBAAAAAAAA3JgyXaQcMmSIAgMD1aVLF5UsWVLLly9XnTp11KRJk9SYo0ePau/evapXr54jnQUAAAAAAABw48l0kbJOnTr64osv1LRpU1WvXl3du3fX559/nibm448/VmhoqJo3b57ljgIAAAAAAAC4MXmMMcbtTuRWCQkJCg0NVXx8vEJCQtzuDgBcz+Px/TqXeNzoOAcyx9e8MWdA/sJ1FACQzWzra5m+k3LBggXasGGD37hNmzZpwYIFmU0DAAAAAAAA4AaX6SJl9+7d9f777/uNmz17tp566qnMpgEAAAAAAABwg8t0kdIW7yYHAAAAAAAA4Eu2FylPnjypIkWKZHcaAAAAAAAAAHlUYEaC161bl+b/x8XFXfe9FJcvX9auXbv05ZdfqlatWpnvIQAAAAAAAIAbWoaKlM2aNZPnqqe/rVy5UitXrvT5M8YY9erVK3O9AwAAAAAAAHDDy1CRskmTJqlFyq+//lqlSpVStWrV0o0NCgpS2bJl1aFDB91///1Z7ykAAAAAAACAG1KGipRr165N/e+AgAC1bt1ac+bMcbpPAAAAAAAAAPKRDBUpr7ZmzRqFh4c72RcAAAAAAAAA+VCmi5RNmzZ1sh8AAAAAAAAA8qlMFymvduzYMR07dkwXLlzwGtOkSRMnUgEAAAAAAAC4wWSpSPnvf/9bQ4cO1f79+33GeTweXb58OSupAAAAAAAAANygMl2kXL58uTp06KDk5GSFhobqtttuU0hIiJN9AwAAAAAAAJAPZLpI+cYbbyg5OVmjRo3S0KFDFRQU5GS/AAAAAAAAAOQTmS5Sbt++XZGRkRoxYoST/QEAAAAAAACQzwRk9gcLFCigatWqOdkXAAAAAAAAAPlQpouUtWvX1n//+18n+wIAAAAAAAAgH8p0kbJ///5av369vv/+eyf7AwAAAAAAACCfyXSRskOHDho+fLhatmypadOm6ciRI072CwAAAAAAAEA+4THGmMz8YIECBeyTeDy6fPlyZtK4KiEhQaGhoYqPj1dISIjb3QGA63k8vl/P3CUeyDs4BzLH17wxZ0D+wnUUAJDNbOtrmX66d0Zqm5msgwIAAAAAAADIBzJdpExOTnayHwAAAAAAAADyqUx/JiUAAAAAAAAAOIEiJQAAAAAAAABXUaQEAAAAAAAA4KpMfyZlfni6NwAAAAAAAIDsx9O9AQAAAAAAALgq02/3Tk5OTvfrypUrOnjwoKZOnaoSJUpo5MiRPAkcAAAAAAAAgFeZvpPSG4/Ho4oVK6pPnz6qWbOmWrRooZo1a6pDhw5OpwIAAAAAAABwA8jWB+c0a9ZMUVFRmjRpUnamAQAAAAAAAJCHZfvTvW+77Tb98MMP2Z0GAAAAAAAAQB6V7UXKAwcO8OAcAAAAAAAAAF5lW5Hy8uXLeuONN7R9+3ZFRUVlVxoAAAAAAAAAeVymH5xz7733en3t7NmzOnjwoM6cOaOAgAD99a9/zWwaAAAAAAAAADe4TBcp165d6zemSpUqGjt2rFq1apXZNAAAAAAAAABucJkuUq5Zs8bra0FBQbr11ltVvnz5zDYPAAAAAAAAIJ/IdJGyadOmTvYDAAAAAAAAQD6V7U/3BgAAAAAAAABfHClSbtq0SWPGjFGfPn3Up08fjRkzRps2bXKiaa+OHTumJ554QjfddJMKFy6sWrVq6fvvv0993RijESNGqEyZMipcuLBatGihAwcOZGufAAAAAAAAAGRcpt/uLUlHjhxRly5dtGHDBkl/FAYlyePxSJIaNWqkv//9745/NuXp06fVqFEj3XPPPVq+fLluueUWHThwQCVKlEiNGT9+vKZOnar58+erUqVKGj58uFq2bKndu3erUKFCjvYHAAAAAAAAQOZ5TEplMYPOnDmj6OhoHTp0SIUKFVLLli11++23S5IOHjyoFStW6MKFC7r99tv1/fffKzQ01LFODx06VOvXr9c333yT7uvGGEVERGjQoEF68cUXJUnx8fEqXbq05s2bp06dOlnlSUhIUGhoqOLj4xUSEuJY/wHAMf9vU8irzF3igbyDcyBzfM0bcwbkL1xHAQDZzLa+lum3e7/11ls6dOiQ7r//fv30009avHixJk6cqIkTJ+rTTz/VwYMH1aZNGx08eFBvvfVWZtOk67PPPlPdunX16KOPqlSpUoqKitKsWbNSXz906JDi4uLUokWL1O+FhoYqJiZGGzdu9NpuUlKSEhIS0nwBAAAAAAAAyF6ZLlIuXrxYt9xyiz7++GNFRERc93p4eLgWLVqkm2++WZ9++mmWOnmtgwcP6r333lOVKlW0cuVK9erVSy+88ILmz58vSYqLi5MklS5dOs3PlS5dOvW19IwZM0ahoaGpX+XKlXO03wAAAAAAAACul+ki5aFDh9S0aVMVKVLEa0yRIkXUtGlTHTp0KLNp0pWcnKw6derozTffVFRUlHr27KkePXpo+vTpWWp32LBhio+PT/06evSoQz0GAAAAAAAA4E2mi5QFChTQpUuX/MZdvnxZAQGOPEQ8VZkyZVSjRo0036tevbqOHDki6Y+7OCXpxIkTaWJOnDiR+lp6goODFRISkuYLAAAAAAAAQPbKdPWwSpUqWrt2rc6cOeM15tSpU1qzZo2qVq2a2TTpatSokfbt25fme/v371eFChUkSZUqVVJ4eLhWr16d+npCQoI2b96sBg0aONoXAAAAAAAAAFmT6SLlo48+qvj4eLVp00a7du267vUffvhBDzzwgBISEtSxY8csdfJaAwYM0KZNm/Tmm2/qp59+0sKFCzVz5kz17t1bkuTxeNS/f3+9/vrr+uyzz/TDDz+oa9euioiIUPv27R3tCwAAAAAAAICs8RhjTGZ+8Pz582rYsKF27NihgIAARUVFqVKlSpL+eLDN9u3blZycrMjISG3YsEGFChVytOOff/65hg0bpgMHDqhSpUoaOHCgevTokfq6MUYjR47UzJkzdebMGTVu3FjTpk3L0F2dto9IBwDXeDy+X8/cJR7IOzgHMsfXvDFnQP7CdRQAkM1s62uZLlJK0unTp9WrVy/961//UnJycprXAgIC9Oijj+rdd99VyZIlM5vCVRQpAeR6/GGB/I5zIHMoUgJIwXUUAJDNbOtrgVlJUqJECX300Uc6evSo1q1bp2PHjkmSbr31VjVp0kTlypXLSvMAAAAAAAAA8oEsFSlTlCtXTl26dHGiKQAAAAAAAAD5TKYfnPOPf/xDt912m1asWOE1ZsWKFbrtttv0r3/9K7NpAAAAAAAAANzgslSkPHPmjO69916vMffcc49Onz6tDz/8MLNpAAAAAAAAANzgMl2k3Llzp2rXrq2goCCvMcHBwbrrrru0Y8eOzKYBAAAAAAAAcIPLdJEyLi5Ot956q9+4W2+9VXFxcZlNAwAAAAAAAOAGl+kiZZEiRfS///3Pb9z//vc/n3dbAgAAAAAAAMjfMl2kvPPOO7V+/XqdOnXKa8ypU6f07bffqlq1aplNAwAAAAAAAOAGl+kiZYcOHZSYmKgnnnhCv//++3Wvnz9/Xk8++aTOnz+vRx55JEudBAAAAAAAAHDj8hhjTGZ+8Pz586pbt6727t2rMmXKqHPnzql3TO7du1f/+Mc/dPz4cd1xxx36/vvvVaRIEUc7nhMSEhIUGhqq+Ph4hYSEuN0dALiex+P79cxd4oG8g3Mgc3zNG3MG5C9cRwEA2cy2vpbpIqUk/fe//9VDDz2k2NhYea755WaMUVRUlBYvXqzy5ctnNoWrKFLmfteuu2tlYXkDeQN/WCC/4xzIHIqUAFJwHQUAZDPb+lpgVpKULVtWW7Zs0dKlS7VixQr9/PPPkqTy5curVatWevDBB/0WkQAAAAAAAADkb1m6k/JGx52UuR93UiLf4+4H5HecA5nDnZQAUnAdBQBkM9v6WqYfnAMAAAAAAAAATqBICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK66IYqUY8eOlcfjUf/+/VO/d+HCBfXu3Vs33XSTihUrpg4dOujEiRPudRIAAAAAAABAuvJ8kfK7777TjBkzVLt27TTfHzBggJYuXap//vOf+vrrr3X8+HE9/PDDLvUSAAAAAAAAgDd5ukh57tw5denSRbNmzVKJEiVSvx8fH6/Zs2dr0qRJuvfeexUdHa25c+dqw4YN2rRpk4s9BgAAAAAAAHCtPF2k7N27t9q0aaMWLVqk+X5sbKwuXbqU5vvVqlVT+fLltXHjxpzuJgAAAAAAAAAfAt3uQGZ99NFH2rp1q7777rvrXouLi1NQUJDCwsLSfL906dKKi4vz2mZSUpKSkpJS/39CQoJj/QUAAAAAAACQvjx5J+XRo0fVr18/ffjhhypUqJBj7Y4ZM0ahoaGpX+XKlXOsbQAAAAAAAADpy5NFytjYWJ08eVJ16tRRYGCgAgMD9fXXX2vq1KkKDAxU6dKldfHiRZ05cybNz504cULh4eFe2x02bJji4+NTv44ePZrNIwEAAAAAAACQJ9/u3bx5c/3www9pvvfUU0+pWrVqGjJkiMqVK6eCBQtq9erV6tChgyRp3759OnLkiBo0aOC13eDgYAUHB2dr3wEAAAAAAACklSeLlMWLF1fNmjXTfK9o0aK66aabUr//zDPPaODAgSpZsqRCQkLUt29fNWjQQHfffbcbXQYAAAAAAADgRZ4sUtqYPHmyAgIC1KFDByUlJally5aaNm2a290CAAAAAAAAcA2PMca43YncKiEhQaGhoYqPj1dISIjb3UE6PB6Pz9dZ3rjh+TkHxDmAGx3nQOb4mjfmDMhfuI4CALKZbX0tTz44BwAAAAAAAMCNgyIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVgW53AEAu5fH4ft2YnOkHAAAAAAC44XEnJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcRZESAAAAAAAAgKsoUgIAAAAAAABwFUVKAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXBXodgcAAAAAAEAO8ni8v2ZMzvUDAK7CnZQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFUUKQEAAAAAAAC4iiIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqyhSAgAAAAAAAHAVRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4KpAtzsAAAAAAL54PB6frxtjcqgngD3WLQBkDHdSAgAAAAAAAHAVRUoAAAAAAAAAruLt3gAA5DG+3j7GW8cAAAAA5EXcSQkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICr8mSRcsyYMapXr56KFy+uUqVKqX379tq3b1+amAsXLqh379666aabVKxYMXXo0EEnTpxwqccAAAAAAAAAvMmTRcqvv/5avXv31qZNm7Rq1SpdunRJ9913nxITE1NjBgwYoKVLl+qf//ynvv76ax0/flwPP/ywi70GgIzxeDxevwAAAAAAuJF4jDHG7U5k1a+//qpSpUrp66+/VpMmTRQfH69bbrlFCxcu1COPPCJJ2rt3r6pXr66NGzfq7rvvtmo3ISFBoaGhio+PV0hISHYOAZnkr1hzAyxv9/grhDG32c7X+k5d2xynfMlqbeQXnAOZ42vemDPkQvybLxtxHc02uXrd8nsAQA6yra/lyTsprxUfHy9JKlmypCQpNjZWly5dUosWLVJjqlWrpvLly2vjxo1e20lKSlJCQkKaLwAAAAAAAADZK88XKZOTk9W/f381atRINWvWlCTFxcUpKChIYWFhaWJLly6tuLg4r22NGTNGoaGhqV/lypXLzq4DAAAAAAAgN/J4fH/BcXm+SNm7d2/9+OOP+uijj7Lc1rBhwxQfH5/6dfToUQd6CAAAAAAAAMCXQLc7kBV9+vTR559/rnXr1qls2bKp3w8PD9fFixd15syZNHdTnjhxQuHh4V7bCw4OVnBwcHZ2GQAAAAAAAMA18uSdlMYY9enTR4sXL9ZXX32lSpUqpXk9OjpaBQsW1OrVq1O/t2/fPh05ckQNGjTI6e4CAAAAAAAA8CFP3knZu3dvLVy4UP/+979VvHjx1M+ZDA0NVeHChRUaGqpnnnlGAwcOVMmSJRUSEqK+ffuqQYMG1k/2BgAAAAAAAJAz8mSR8r333pMkNWvWLM33586dq+7du0uSJk+erICAAHXo0EFJSUlq2bKlpk2blsM9BQAAAAAAAOCPxxhj3O5EbpWQkKDQ0FDFx8crJCTE7e4gHR4/T9RieWeBv6eVMbfZztf6Tl3bHKd8yWpt5BecA5nja97+35zxOxbeuLE2WI/ZiOtotsnV69bi9wCQ73F9dIxtfS1PfiYlAAAAAAAAgBsHRUoAAAAAAAAArqJICQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXBbrdAQDAjSlXP9ESAAAAAJCrcCclAAAAAAAAAFdRpAQAAAAAAADgKt7uDQAAAADX4GNLAADIWdxJCQAAAAAAAMBVFCkBAAAAAAAAuIoiJQAAAAAAAABXUaQEAAAAAAAA4CqKlAAAAAAAAABcxdO9AcAhPAUUAAAAAIDM4U5KAAAAAAAAAK6iSAkAAAAAAADAVRQpAQAAAAAAALiKIiUAAAAAAAAAV1GkBAAAAAAAAOAqipQAAAAAAAAAXEWREgAAAAAAAICrKFICAAAAAAAAcBVFSgAAAAAAAACuokgJAAAAAAAAwFWBbncAAAAAAAAgv/B4PD5fN8bkUE+A3IU7KQEAAAAAAAC4iiIlAAAAAAAAAFfxdm8AQL7j6y02vL0GQHq4bgAAgKzg3xL+cSclAAAAAAAAAFdRpAQAAAAAAADgKt7uDQBwFW97AAAA+Vl++bdQfhlnbsUTxdNiPeZO3EkJAAAAAAAAwFUUKQEAAAAAAAC4ird7AwAAAAAAQPL1tnA33wbt5+3qrvYNjuFOSgAAAAAAAACuokgJAAAAAAAAwFW83RsAchhP1gMA4MbB73UASB/XR2QUd1ICAAAAAAAAcBVFSgAAAAAAAACu4u3e+Vxuvv3aV99upNvC88s4gRtVbr6OIntwzNPKrfORW/sFAHkF19GMc2POOE64kXAnJQAAAAAAAABXcSclgFyDXUAgf7A91/PLneb5ZZz5QW7+PZab++YGN847zvX/w3rMPvllbp0cZ36ZMycxZ2kxH87hTkoAAAAAAAAArqJICQAAAAAAAMBVvN0bjnHi7XtXx+V1+WWcNpgLIPfi/Mw+fHh+9skv47Th9Fw4+ZZkjtONhberIyfk6uuGn76J8wDIMu6kBAAAAAAAAOCqG75I+e6776pixYoqVKiQYmJitGXLFre7BAAAAAAAAOAqN/TbvRctWqSBAwdq+vTpiomJ0dtvv62WLVtq3759KlWqlNvdy1Py+ts7nHySbG5++55NXE6+LSwz7WU1Z0aPU355yjDnQNo4J3M62VZu7b+/9vLCx3nk9XM9N8+tjdz8kTC5OWduXY9O4y3m/yc3/5vPRm7+3ZNf/i3khtzat9zar4zg90D++z2Q393Qd1JOmjRJPXr00FNPPaUaNWpo+vTpKlKkiObMmeN21wAAAAAAAAD8PzfsnZQXL15UbGyshg0blvq9gIAAtWjRQhs3bkz3Z5KSkpSUlJT6/+Pj4yVJCQkJ2dvZXMxm7Lbz42QcOd3PqVw6ztw8Zxwncua1tm6EnJwDmYjLJ+PMrW2Rk5y5LafNNSE395+cmYjLJ+N0OmdOnyusjesC80fOPCplfP7uZPWYG/Re1+PHj+vWW2/Vhg0b1KBBg9TvDx48WF9//bU2b9583c+MGjVKo0ePzsluAgAAAAAAADe8o0ePqmzZsl5fv2HvpMyMYcOGaeDAgan/Pzk5WadOndJNN93k93MNbgQJCQkqV66cjh49qpCQkCzF5da2yElOcuaP/pOTnLmpLXKSk5z5o//kJGduaouc5CRn3u//jcQYo7NnzyoiIsJn3A1bpLz55ptVoEABnThxIs33T5w4ofDw8HR/Jjg4WMHBwWm+FxYWll1dzLVCQkKsThSbuNzaFjnJSc780X9ykjM3tUVOcpIzf/SfnOTMTW2Rk5zkzPv9v1GEhob6jblhH5wTFBSk6OhorV69OvV7ycnJWr16dZq3fwMAAAAAAABw1w17J6UkDRw4UN26dVPdunVVv359vf3220pMTNRTTz3ldtcAAAAAAAAA/D83dJGyY8eO+vXXXzVixAjFxcUpMjJSK1asUOnSpd3uWq4UHByskSNHXveW98zE5da2yElOcuaP/pOTnLmpLXKSk5z5o//kJGduaouc5CRn3u9/fnTDPt0bAAAAAAAAQN5ww34mJQAAAAAAAIC8gSIlAAAAAAAAAFdRpAQAAAAAAADgKoqUAAAAAAAAAFxFkRIAAAAAAACAqwLd7gCQVfHx8YqLi5MkhYeHKzQ01OUeZYwb/c9KzsuXL+v48eMqX758htpzOqcN25yZ7Vtm5yIj7fmLiYuL0+bNm9PkjImJUXh4+HU/6+Rac2qcGel/VmQ2Z04fT7dy+otzY85sc+bUGgIAAACQzQzyrV27dplevXqZyMhIEx4ebsLDw01kZKTp1auX2bVrl3WMP7t37zaVKlVypL2r25o1a5apXr26CQgISPNVvXp18/7771v17ciRI+app57Ksf5f3Z5t/93I6cv27dtNQECAMcbuGDid098YM5Izq33L6Fw4Mc6UmHPnzpkuXbqYAgUKmMDAQFOqVClTqlQpExgYaAoUKGCeeOIJk5iYaN0323Xm1Dg9Ho91/325+rg7mTOnj6dbOf3FuTFntjkzcg74curUKTN//nyr/uUGZ86cMXv37jV79+41Z86cyXSMN5cuXTI///yzI3G2baUns2O4Nucvv/xilixZYqZPn26mT59ulixZYn755ZdM9ck2Z1biMttWVsbpZP9t49KLye51m9k5y4k1lJtl97nur628dg7bxrlxrtvKDeN0MmdunjMnr9259fdATl1DszNnfv89kNMoUuZTX3zxhQkKCjJ33323GTlypJk2bZqZNm2aGTlypGnYsKEJDg42r732mt+YFStW+M2V8gexTU5/7aW0NX78eFOkSBEzdOhQs2bNGrN7926ze/dus2bNGjNs2DBTtGhRM2HCBOu+5VT/U9rzeDxW/Xcjp+2c2RyDNm3a5Phxsl0bTqwhN9fjM888Y6pUqWJWrFhhLl++nPr65cuXzcqVK03VqlXNs88+a9W3Z555xmqdOTlOSVb9d2LOMprTjePpRk6bttyYM9uctueATU6b+bDZ1DLGrnBuW1zP6OZLThW6beNs23JyAzIzGzm2fcvqOJ0+P50ap5P9t43LC5t8Tsyt7SZIZq4JOdGWMdl3rvtrK6+ew7ZxbpzrtuvRzXE6mTMnNzPdvHbn1t8DTt2QkJF163ROp8+7pKQks2jRItO/f3/TqVMn06lTJ9O/f3/z8ccfm6SkJL/9yi94u3c+NXToUA0ZMkSvvvrqda+NGjVKo0aN0htvvOE35qWXXtLKlSt95vr111+tc3bp0kVdu3b129Y777yjuXPn6rHHHkvzevXq1dWsWTPdddddeumll1S1alWffTt48KCSk5M1cOBAR/pvOx/GGKv+lyhRIsdzLly40Gdb58+fl2R3DLp06aKFCxc6ktP2ONmuDY/H4zfuySef9Nm3jMxFRsZZp04dvzk/+eQTLVu2TA0bNkzzeoECBXTfffdpzpw5euCBBxQSEmI1zqFDh/pdZ/Hx8Y6uoXnz5vntf/HixX22lXLcfc1ZRnPazJnTx9ONNZRb58w2pySrc+Ctt97ymfPs2bM+X09x6tQpzZ8/X3PmzPEZd/HiRf38889Zjrk6bsKECRo1apReeOEFtWzZUqVLl5YknThxQl9++aX69eunxYsXa82aNT5jTp8+rRdffNFqvDkpI+O0HUO/fv20ZcsWLVu2TC1atFCBAgUkSVeuXNHq1avVt29f9evXT7NmzbLqW27l1Djd4uQxt2U7Z8aYLM/tkSNH9NRTT/n8t62U8WtCTrXltIzkzC/nsC0n5sN2Pd4onFpD2TFvTl67c+vvASeuoVLG5t/pnOvWrXPsvGvYsKFatmyp48ePKyYmJvX33bZt2zR9+nSVLVtWy5cvV+XKlf2O80ZHkTKf2r9/v7p06eL19ccff1yjR4/2GzNu3Djt2rVLkZGRCgkJSTfu3LlzGcr59ddf+23r5MmTqlWrlte2atWqpd9++03t27eXx+ORMcZrrCSrnDb9z8h82PT/119/zfGcJ0+eVKdOnVSpUqV043755Rft37/f6hhcuXLFsZx79+51dG0YY/zGXbp0SbVr13ZkLjIyTpucycnJCgoK8pozKChIycnJVn27dOmS1TpLiffVVkbGadP/KVOmWK3t3bt3O5bTjePpRs7cPGc2OVP+219cWFiYPB6P1zhjjDwejz777DOvMdIfm1qSfG6WSH8Uzm03VWzaknJ+U0iyK2LbFsSdHKft5pHtRo7NRoiThX+nNxFsxtm0aVPFxsY6ltPJcebmTT7J/0ZImzZtfG6EpGyC2J4Dblxfcvpcd/o45fQ5bBvnxrluux5z8zidzGm7hmw2M3PztTu3/h6Q7DadbTeT3cjp5HnXq1cv1apVS9u2bbvu75qEhAR17dpVvXv39nvzUX5AkTKfqlixopYtW6Y77rgj3deXLVumoKAgvzEVKlSQMUYDBgzQE088kW7c9u3bFR0dbZWzYMGCVm3Vq1dPY8eO1ezZsxUYmHYZX7lyRePGjVO9evX0008/adq0aWrXrp3X9qKiohzrv+18REVFWfX/5MmTOZ4zMTFRMTEx6tWrl9e2Zs2aZXUMQkJCHMs5Y8YMR9eGMcZvXLFixRybi4yM0ybnAw88oJ49e2r27NmKiopKE7Nt2zb16tVLbdu21ZEjR/z2rXDhwlbrrFSpUo6O06b/3333ndVxr1mzpmM5bebM6ePpxhrKzXNmk9MYYxW3dOlSvfzyy4qJiUk354EDB/Tcc89ZbWp5PB7rwrnNpoptWzm9KZSRIrZNQdzJcdpuHtlu5Nj2zcnCv1Nt2Y7zypUrjuZ0cpy5eZMv5b99xcXHx6tEiRJeY1I2QWzXmRvXFzfO9bx8Dufmc912PebmcTqZ03YN2WxmSs6uISev3bn594CTm8lu5HTyvFu/fr22bNmS7rUqJCREr732mtd/q+Y7OfvucuQWH3/8sQkMDDRt27Y1U6ZMMR999JH56KOPzJQpU8yDDz5ogoKCzMCBA/3G/Otf/zKdO3c2/fv395or5fMhbHI2btzYqq0dO3aY8PBwc9NNN5mHHnrIPP/88+b55583Dz30kLnppptMmTJlzA8//GDatm1rhg8f7rM9SY7133Y+JFn1342cL7zwgunXr5/Xtn766SfTrFkzq2Pwr3/9y7GcpUqVcnRt2MR16dLFsbmwHeett95qlfPUqVOmVatWxuPxmJIlS5pq1aqZatWqmZIlS5qAgADTunVrc/r0aau+TZw40WqdOTnORo0aWfXf9vriZE43jqcbOXPrnNnmtD0HmjVrZsaNG+c1Z8oaioiIMEuWLPEat23bNhMQEGCqVq1qPvjgA59xkvzG2LYVEBBg/vSnP5muXbuaS5cuXRdz+fJl07VrVxMSEuI3pkmTJiY6OtpMmzbNb06bOElWbTk5zmLFilnl7Ny5s4mKijJbt269Lmbr1q0mOjradOnSxfp45vSc2R4nm3GWLFnS0ZxOjtPmmNuuW9uctmvDJq5gwYJm3LhxZu3atel+zZo1K0PngBvXl5w+150+Tjl9Dufmc912PebmcbpxroeEhPidt9x87c7Nvwecmn+3cjp53pUpU8YsXbrUa/8/++wzU6ZMGa+v5yfcSZlPPfroo7r11ls1depUvfXWW4qLi5MkhYeHq0GDBlq7dq0aNGigDh06+I1p1KiRkpKSvOa66667Unek/eWsVKmSdVv79+/X3//+d23atCn1bXjh4eF6/fXX1blzZ4WEhOill15SYmKi1/YqV66sTz75RNHR0Y7033Y+jDE6e/as3/7XrFkzx3NOmTLFazuSdPvtt2vNmjWS7I7Bfffd50jOHTt2OLo2MhLn1FzYjPO///2vdc7ly5dr79692rhx43Vro1q1apKksLAwq741aNDA7zpzcpzffvutJPnt/1tvvWV93J3KaTtnTh9PN3L6i3NjzmxzSn+cA3v27NGmTZu8xnXu3Dn1LUDpCQ8P18iRIxUbG6vY2Fivd96n3GVZt25dxcbGer27N2Vn3l+MbVvGGL3zzjtq2bKlwsPD1aRJkzSf27du3ToFBQVpzpw56tOnj8+YL7/8UrNmzdK+ffu8zkfx4sXVpEkT1a5d22/crbfeatVWRESEY+Ns166dVc533nlHnTt3VnR0tEqUKKFSpUpJ+uNuzTNnzqhly5Z655131Lt3b6vjmdNzZtOW7Tjr1q3raE4nxzllyhS/x9x23drmtF0bxhi/cSl3vTRt2jTdnGFhYRk61924vjRq1ChHz3XJ7nzKredwbj7XbdejzTF3a5xO5rRdQ8eOHZPke94kZ9eQk9fu3Pp7oFGjRipevLgj82+7bp3O6eR59+yzz6pr164aPny4mjdvnub33erVq/X666+rb9++XseXn3iM8fNhfQAAADe4b775RomJiWrVqlW6rycmJur777/XHXfcoaSkJFWoUMFrW3FxcX5jMhInKc0m07UF2ZQisE2MG5weZ0b4K3ZnpG+5mU1RP7dya93azpmvjZBZs2bp/PnzeuGFF9LNceLECU2fPl3PPfecY9eE7Li+OCU7cuaXc9iWr/mwXY8jR47MyS67zt8acnPenLx259bfA27Mv78N7IzmdOL3wMiRIzVu3DhNmTJFcXFxqRsoxhiFh4erf//+Gjx4sPUYb2QUKWElPj4+zUkZGhqare1dvnxZu3btShNTo0YNFSxY0Kr9S5cu6ZdfflH58uXTfD/ljqzg4OBs7X9Weeu/PzbzFhcXp82bN6fGlClTRvXr11d4eLhVjsTERMXGxqpJkybWY8ipnFezzZmVvl3bLyfHuWXLlnR/odevX9+qrdOnT2vp0qV+n4R37VqzWds5cTxt+28rMzndOJ45MbfXxmRlrWV2zpzKefHiRS1ZsuS6tho2bKh27dr5/BwhAAAAIKcdOnQozb9bvX3OZn5FkRLp2rNnj9q0aaO//vWvmjRpUuqt1eb/ffDrHXfcoUGDBumZZ57x29aOHTtUp04dXblyRe+//77P9p566imNGDFC7777ruLj49O0Exoaqj59+mj06NEKCAiwzrlq1SpNnjxZGzduVEJCgiSlvr114MCBatGihWP9z+h8ZCVG+r/j9NNPP/mdt8GDB6tXr1766KOP5PF4VLJkSUnSqVOnZIzR448/rhkzZqhIkSJZ7n9KXFRUlDp37pwjOVNiEhIS9Nxzz/nNaYyxivPVt4zmtBlnVFSUGjVqpPXr16t8+fJp3gpw5MgRNWrUSJ988knq2w2yMmdXx82YMcPv2k5MTHRsnE6dA07GuXk8ixYtmuNz+8svv6hDhw5ZWmsZnbNz5845lnPfvn1q2bKljh8/rpiYmDRtbd68WWXLltXy5ctVuXJln3N24sQJzZgxQyNGjEjzfac2tWw4uTGXU5tCmSmIOznOnNrIsZGdc5YT43Sy/7ZxeWWT70bYCMnqeZfT57rtOssN53BW1pob57qt7DzXbeNs5iM3z5mTfctNbWXnRrctfzmdvm7fCL8H8pzs/chL5FUpDxIoUqSIGTp0qFmzZo3ZvXu32b17t1mzZo0ZNmyYKVq0qJkwYYJ1W+PHj/fbXtOmTc0tt9xipk+fbg4dOmR+//138/vvv5tDhw6ZGTNmmFKlSpnBgwdb5QwICDDz5s0zgYGBplOnTmbu3Lnmiy++MF988YWZO3euefzxx03BggXNggULHOt/RubDpv+243zppZf8zlutWrVMlSpVzIoVK8zly5dT27h8+bJZuXKlqVq1qnn22Wetc9rEScqxnCnz+swzz1jltI2z6ZcTbaW0J8k0aNDA7N2797rX9+7daxo2bGgeeeQREx8f7/Prm2++sT5Otue6k+P0eDyO9t/JnG4cTydz2pwrAQEBpkOHDn771q5dO0fnzMmcLVq0SI29Vnx8vGnXrp257777MjRnX375pWndurUJCwszAQEBJiAgwISFhZnWrVubVatW+W3r2vb8xVy5csW8/PLLJiwszHg8njRfYWFh5pVXXjFXrlyxyunxeEyXLl1MgQIFTGBgoClVqpQpVaqUCQwMNAUKFDBPPPGESUxMdKT/bo+zcePGxuPxmAoVKpj69eub+vXrmwoVKqS+duLECVfG6WRbJ06cyLFxOtn/jOY8d+6cY+vW6bVx4MABc9ttt5lChQqZpk2bmscee8w89thjpmnTpqZQoUKmcuXK5sCBAz7biouLM6NHj7bO6URcdpx3OZnTzfVo25YT56cb57qb69G2LZv5+PHHH3P094DNvGXH8XTymub09dHJc8CflPm3yblp06YsX7evzpmTvweOHDlinnrqKb9x+QEPzsmnBg4c6PP1X3/9VcYYzZ07V4899lia16pXr65mzZrprrvu0ksvvaQNGzb4bCs+Pl4ej0fvvPOO3/Y6d+6sL774Qi1btkwTU7FiRfXs2VMVKlRQ165dtWrVKp85Ux6S8MYbb+jtt99W7969r4vp3r27GjdurF69emnx4sWO9N92PowxqlOnjt/+2xwnSVqwYIE++OADn/PWunVrffvtt2rYsGGamAIFCui+++7TnDlz9MADD+iTTz7xmTPlDi1f/b96DPPmzXMkZ3Jysh5++GGvMSnH6ZNPPtGyZcv85pTkN+5Pf/qTz76lzIVtTtu5fffdd3XHHXdc9/odd9yhqVOnqlmzZgoLC0v9LJP0mP93J6TNcbI918+ePevYOI0xKlGihN/++zrm0v8d95Q795zI6cbxDAwMdCxncnKyz/lI6dfKlSu1bt06n32rW7euo3N2+fJlx3KuX79eW7ZsSffz6kJCQvTaa68pJiZGO3fu9NqW9H8fhD9//nw9++yzeuSRRzR58uQ0d2Z++eWXuv/++zV79mw9+eSTPttL6aNNzNChQzVv3jyNHTtWLVu2vC7n8OHDdfHiRY0bN86qvS1btmjZsmVq0aKFChQoIOmP47169Wr17dtX/fr106xZs/y25TSnx3nlyhXt2bPnunW0b98+Pf300+rdu7dmz57ts52zZ89a99/meDrtL3/5S46P0w39+vVzbN06vTZ69eqlWrVqadu2bdddZxISEtS1a1f17t1bK1eu9NpWXFycRo8efd2d2t76b8ON64stJ3OmvPvJGzfPYdvz85///KdjbTlxrmdkPbrFZj5atmyp8uXL59j1MSPz5uTxdPKaZtuWzZq1HWfPnj21YMECn/2ykTL/O3fu9JvzwQcfVIMGDbJ03b465zfffJNjvwdOnTql+fPna86cOT7j8gOKlPnUlClTFBkZ6fXDyM+dOydJqlWrltc2atWqpd9++01Lly7Vn//859R/iFwr5Q/ikydP+m0vOTlZERERXmPKlCmjxMRE7d69W506dfL6+Q2//PKL9u/fryNHjvh8O3fz5s2VmJioCxcuONL/jMxH7dq1/fbf9jidPXvW77wZY3zejh4UFKTk5GRdvnw59R/m6fn55581evRoq2Owd+9ex3KOHDnS6jglJydb5Uz5b19xxhg9/fTTfufCNqftOH39w/zs2bMKDg5WQECAXn755dQnyl3rwIEDeu6556yPk83aLliwoKPjHDNmjN/+255PSUlJjuV043heunTJ0Zw26zY4ONhv3zwej6Nz5mTOsLAwHT58WDVr1kw37vDhwwoLC1NkZGTqU2yvlfJ9j8djtan16quv+tzUkv5vI8pmU8VmgykjG3NObQpJsir82xbEnR6nkxs5NhshxhircTo5ZzabCLbjdLL/tnG248zNm3w2GyH16tXzuRGSsgliu+Fmux6dvL74KwA7fa63bt3aZ86UtnLrOSzZb/Ll9LkuyWo9unGuOz23S5cudexct9nMdOPaLTl3TbNty+njZLPpbLuZbJvz9ddfd2wD28nfA5999pnPnAcPHvT5en5CkTKfqly5sgYMGKAnnngi3de3b9+uqKgojR07VrNnz1ZgYNqlcuXKFY0bN0716tXT6dOn1aFDB6+fx7h9+3Z9/vnnqlevnt/2SpYsqRdffFEffvihbr755jQxv/32m4YMGaJmzZopLi5OMTEx6tWrl9ecs2bN0p133qnZs2dr/Pjx6cbNmTNHhQoVcqz/tvPx2WefWfXf5jhFR0erWbNmfuctIiJCPXv21OzZsxUVFZUmZtu2berVq5fatm2rQ4cOqVy5curWrVu6OXfs2KHRo0erZs2afscwY8YMx3KOHDnS6jg98MADVjmNMX7jbr75Zqu5sM1pO85u3bpp8uTJat68eeovxYSEBK1evVoDBw7U448/rh9//FGS1LRp03TbCgsLkzHG+jjZrO2yZcs6Ok6b/levXt3quEdGRjqW043jeerUKUdz2qzbjh07+u1byuaHU3MWGhrqWM5nn31WXbt21fDhw9W8efM0d+ysXr1ar7/+uvr27at33nlH48ePV/PmzdNtb9euXWrbtq3VptagQYN0+PBhq8K5zaaKzQaT7cack5tCo0ePti782xTEnR6nkxs5thshNuN0cs5sCvq24+zRo4dj/Xd6nLl5k89mIyQpKUlRUVF+N0Fs15ltnJPXF2NMjp7rthvAxYsXz5XnsO35aZvT6XPdZj26ca47Obcej8fRc91mM1Ny53jmdFvnz5939DjZbDrbbibb5nRyA9vJ3wPt27f3mvPqeIjPpMyvOnfubPr37+/19ZTPUgsPDzc33XSTeeihh8zzzz9vnn/+efPQQw+Zm266yZQpU8b88MMPpnv37uYvf/mL17Z2795tKlasaHbs2OG3vVWrVpmaNWuawMBAExUVZVq1amVatWploqKiTGBgoKldu7Y5cuSIeeGFF0y/fv285vzpp59Ms2bNzJo1a0zRokVNrVq1zIABA8zYsWPN2LFjzYABA0zt2rVNsWLFTKtWrRzrv+18FC9e3Kr/NsfJ4/GYI0eO+J23nTt3mlatWhmPx2NKlixpqlWrZqpVq2ZKlixpAgICTOvWrc3p06fNG2+8YUaNGuU155EjR0z37t2tjkGjRo0cy1m5cmWr43Tq1CmrnDZxr7zyitVc2Oa0GeeTTz5pnn/+eRMUFGQCAgJMoUKFTKFChUxAQIAJCgoyvXr1MhcuXDAzZ840U6ZM8dpWXFycGTVqlNVxqlu3rtXadnKcDRs2tOq/7fXFyZxuHE8nc9apU8dq3V64cMFv3959911H58zJnMYYM3bsWFOmTBnj8XhSP0PS4/GYMmXKmHHjxhljjLnvvvvMa6+95rW9lOtonTp1zEsvveQ1bvDgwaZOnTqmVq1a5v333/cat23bNiPJb0xAQIC5//77zX333Wd+/fXX62J+/fVX06pVK9OmTRsTHR1tpk2b5jdnVFSU2bp163Wvb9261URHR5suXbqYhg0bmrfffttrWymfEWUTJ8mqLafHWaFCBfPpp5+m+TzS+Ph48+mnn5qKFSuaPn36mGbNmqWuAW9983g81sczp+fsL3/5i2PjdLL/To+zc+fOjq1bp9fG8OHDTYkSJcykSZPMjh07TFxcnImLizM7duwwkyZNMiVLljSFCxc2s2fPNocPH073a9myZSYgIMBqndnGOX19yelzvUSJElZt5dZz2Pb8DA8Pd+Vct1mPbpzrTs5trVq1HD3Xb7rpJr/z5ta1O6fbcvI43XrrrY7Nv23OevXq+b1ujxw50jqnk78HIiIizJIlS7zOR8q1G3wmZb711ltvpT65ND133XWXjDE6e/as/v73v2vTpk2ptyCHh4fr9ddfV+fOnRUSEqLp06f7fJJs9erVdejQIUnS/v37/ba3Y8cOrVy5Ups2bUp9glb9+vX15ptv6r777lNAQICmTJnic3y333671qxZI0n68ccf9d5776VpLzw8XK1bt9bzzz+vMmXKONp/m/nw9zk7Kf2Pi4vze5xS3rpsM2/Lly/X3r17030iWrVq1SRJf/3rX332rVy5cpo7d67PmJQxfPvtt5LkSM4ff/zR+jjZjDMjcb76lTIXy5cv1549e65bZxkdZ8pnt4wbN06xsbFp2oqOjk6986xHjx4+2ypdunTqnYO+3H777fruu++szvWUcTpxPNevX2/V/6SkJOvj7lROyblx2h7P4OBgx3LGxsb6jUlZt++9957fvvly7Zz5Oweuzvn999/rxIkTWco5ZMgQDRkyRIcOHUqT8+o78Z5//nklJiZ6ba98+fKaO3euKlSooAceeEArVqxQixYtrrsz8+DBg1q2bJnmzp2rrVu3er27Nzg4WMWKFfMbU758eU2fPl3333+/ypQpo1q1aqXJ+cMPP6hGjRr6/PPPNXHixNS3C6WnePHiatSokYoXL67o6GiVKFEi9QnpJ0+e1JkzZ9SyZUu98847mjZtms6cOeO1rZIlS6pr166qUqWK37g6depYtfXqq686Ns4mTZqoRo0a6tSpky5fvpx6F97FixcVGBioZ555RhMnTtSCBQtS3x6envDwcI0cOVKHDx/2e6zCwsJyfM4mTZqk5ORkR8Z57733Otb/7Bhn586dHVm3Tz75pIoWLerY2hg5cqSKFi2qCRMmaNCgQal3uBhjFB4eriFDhmj16tU6fvy4KlSokG5bZ86ckTFG0dHRVtcEmzinry8ffPBBjp7rPXr0sGqrYcOGufIctj0/w8PDc/xcv/32263WY5s2bXL8XHdybseOHashQ4Y4dq5v2LDB77xd/b9Z7b9t31555RX99ttvOdrWW2+95dg4a9asqcuXL/vsl+38G2Osck6ePFlvv/22z+v24MGDtXHjRqucr776qqO/B2JjY9WuXbt04/zdZZmfeAwzAQAAoMOHD6e7qdWgQQM9//zzqlixYmrhvEiRIl7bsYlJkZycfN0GU0rOlA2mjMjKxkt2cnqcCQkJmS6uXy0jx8oNTo0zt7PZ4LCVHXPmbSNk8eLFSkxM9PqxPKdPn9Znn32mTp06Wa2z3H59sZHTOd08h51ca060ZbsevX0cTG5iMx8JCQmZ3vC8WnbMW25bG1e35cScOdm3jM6/7Rh8bWBn5pgfPHgwTc6M/h647bbblJiYqFatWqUbl5iYqO+//97rxx3lJxQpkWmXLl3SL7/8ovLly/uMu3z5so4fP54aFxcXp82bN6deNMqUKaP69esrPDzcb87ExETFxsaqSZMmjsTZyGz/r40LDw9XTExMpsZ5+fJl7dq1K01bNWrUUMGCBa3GYDMfp0+f1tKlS9W1a1efbdnG5XTOa49TTuS8OubixYtasmTJdcWBhg0bql27dml2+2zivDlx4oRmzJjh9wlxtnFXH6esnJvXzkdW42z77+Rxt83pxjgzmrNTp05ZWme2fbs6xnZt//bbb5ozZ066cd27d9ctt9xiFePP0aNHNXLkSJ6SCAAAAOQRFCmRrh07dqhOnTo+32ZpE3N1XEJCgp577jl99NFH8ng8qU8PO3XqlIwxevzxxzVjxgyfO6EZzelEXEb7b4xxbJyXLl3SiBEj9O677yo+Pj5NTGhoqPr06aPRo0f73ZXOjuPp5NzmtrYymnPfvn1q2bKljh8/rpiYmDRvb9q8ebPKli2r5cuXS5JVXOXKlXN0nFFRUercuXOW1qzTfcvr69HNnFFRUapUqVKW1llG+297Dpw+fVotW7ZUkSJF0n1L9e+//65JkyZpwIABPmNWrlypunXrOjJn1xYzr90UKlOmjKpXr269KWRTOLctrl+72bNly5Z075KsX7++3345vRGV0Y0cb/1v2LCh6tWrl+bnsjJOpzdybI5Vbt1EsI3LzIabk+PMq5t8Tm6E+NsQT2+j23Yz3Pa88yY7znUn1tm1xykrNwc4fQ6k9G3o0KG56ly35faGvi8p4/zLX/5itZnpxKanDds5c/J4ZrQt2znLjvMzK/2/WlaPZ2au27t379Y777yT7r9L+vTpoxo1ali3BTsUKZGulD90Uz7v0FtMRv64fuqpp7Ru3Tr97W9/U4sWLVSgQAFJfzx1b/Xq1erbt6+aNGmiWbNmOZbT9g96m3Ha9t8Y49g4Bw0apHnz5um1115Ty5Yt0/yx/uWXX2r48OHq3r27xo0bZzVOX58xsnPnTjVt2lSnT5/22VZKnO3c5lTOlDmzbcsmrkmTJlb9v/fee1W0aFEtWLDgurcaJCQkqGvXrjp//rySk5P9xp08eVLTp0/3mnPv3r16/PHHtW3bNp/9T4mzOU6RkZGqUqWK3zX71ltv+Wwro3O7fft2R/pve9xtczq9hnI655/+9Ce1a9fO73qcMGGCz7b27t2rTp06WfXf9hyIj4/XXXfdpenTp1/3BENjjJ5//nktXLhQnTt39hmzc+dODRs2zGf/Dx48qEGDBlmvody8KfTLL7+oQ4cOWr9+vcqXL5/md8GRI0fUqFEjffLJJ6mf5+dETieL8Lb9l5Snx5nbNhEy2n/bzQabvtmOU7LbvLONy+lNPn9xtn8QZ2RDPGUjx9/G4rlz57J8PtmOMyPn+sSJE9W5c2fHzgEnb4Jw4xzIyXM9o+sxN19fwsLC/G5mGmP8bozabHrazFte+N1jM2dhYWGOHSen+p8y/7169cry8cxozkcffVTt27dXnTp1rvtbfNWqVYqNjdW///1vlStXLsuFzP/85z/q0aOHvvrqK7+xNzoenJNPPfzwwz5fj4+PlzFGderU8RqT8gG9vmKujvvkk0+0bNkyNWzYMM3rBQoU0H333ac5c+boT3/6U+ofKulJuaCk/APEX5yT47Tp/wMPPCBJjo1zwYIF+uCDD9SyZcs0r1esWFE9e/ZUhQoV1LVrV58Fz5T2jDEqUaKE1xhjjDwej8LCwq4rDKQXZ3MMnMxpe5xs+2+b06b/69ev15YtW9L9/JWQkBC99tpriomJkSS/cbVr11ZUVFS6H5yc8oHKHo9HkZGRXj9g+eo423Nl3rx5ftf27NmzHZ1bm3HaXl+czOn0GsrpnJL0+uuv+12PNmvItv+254AxRvPmzUt3DB6PRwMGDNDMmTM1YMAAnzFRUVFq37693w8Z93g8+uyzz7y+Lin1QVFDhw7VvHnzNHbsWK+bQhcvXvS7KZQd/vKXv+jKlSvas2eP7rjjjjSv7du3T08//bR69uyZ+qCm9Jw9e1aS/D64LSNxxhifcSlt2fS/d+/eMsb4jevSpYvPDZOUB+/s3LnTZ/99PaDnWrbjtJ2zWrVqadu2bV4L+r179/a7iZCRcdr2v1evXlZ9++c//+kzZ0bGmZyc7Fhc165dfW7yZXRt2F47fDl16pTmz59vfddOv379tGXLFi1btszrpmHjxo1ljPEZ069fP50+fdrqvJs9e7bPPjl9rj/44INq0KCBY+eAzZz16tVLf/vb3/z23/YcsOmbG+e6Pynr8e233/YZlx2/B5ye20cffdTnZmbfvn2t4zZu3Ogz56lTpzRv3jyf85YyTtvjZHvt9hWX0bZs5qJYsWKOHieb/vuTsm53797tdwxdunTx2Teb6/bVOWNjYzVkyBC9+uqr18WMGjVKo0aN0vPPP6/jx4+rTp06ateu3XWFzDp16ujf//73dX/PX+vcuXP6+uuvrfp3o+NOynyqYMGC+vOf/5x6El3r1KlTqR8We/WHzF7tl19+0axZs1SwYEF16tTJb1yxYsW0evVqr7sb3333nerXr69BgwapVq1a6cb8/PPPGj16tAoVKpT6y85XXEBAgGPjtOl/ixYtJMnRcW7atMlr3M6dO9WwYUMZY/zOx8iRIzVu3LjUYtm1Dhw4oOeee07FihXTyy+/7DfO5hg4mbNHjx7Wx8mm/7Y5bfpfunRpzZw5M7VIfa2lS5fqueeekyS/ce3atdP777+v5s2bpxuza9cutW3bViVKlND48eP9xtkep++++85qbTs5t7Nnz/bb/4xcX5zK6fQaciPn0qVL/a7Hixcv+l1Dbdq0seq/7TkQHBys0aNHe3071IIFC/T0009rzpw5PmNGjBihS5cuadq0aV6fkrh9+3ZFR0enFlL9FTNvueUWzZ8/3+s/IleuXKmuXbvq1ltv9dqO9EfhfO/evYqKivIZs3//foWGhvps68qVKzp37pyKFCmidevWeW0zNjZWdevW9XmX59XzYFMQt4kzxljltOl/s2bNJMl6nP4K576O+9Wv33XXXV77L/3f8XRqbo0x+uGHH1SzZs10Y3744QfFxMTowoULVv23GaftcQoODtaWLVus++bEOCVZ5bSJq127tqNrw+baIUlLlizx+lrKHd0262z//v0KCQlJd6M7xfr16/WnP/1J3377rc+YBx54QJcvX7Y67xITE3P0XK9bt66j54DNnDVu3DhbzgF/511On+uS3Xp04/eA03O7Z88erw/Wuvp38LZt2/zGLVq0yGv/pT/mbcCAARn6PeDktduptmzmzOPxOHqcbPq/ePHidHOlSFm3QUFBfo9n9erVvea8OndGcm7fvv26TZcU+/btU/Xq1fXKK6+kW8iU/ihmfvrpp3r22Wd95jx27JgmTpzo9y7P/IA7KfOp6tWrq0OHDnrmmWfSfX379u367LPPFBMTo169enmNmTVrlmrWrGkV98ADD6hnz56aPXv2df942bZtm3r16qWbb75Z5cqV8/r0tB07dmj06NGKjIy0inNynDb9b9u2rYwxjo2zWbNmevHFF/Xhhx/q5ptvThPz22+/aciQIWrWrJlOnz7tt72RI0dKktcnhoWFhcmY/7tb0V+czTFwMqckq+Nk23/bnDZtPfvss+ratauGDx+u5s2bX/f2g9dff119+/ZVcnKy37jbbrtNx48fV4UKFdLNeebMGRljFB0dbRVne5xs1vaxY8es5sN2bm36b3t9cTKn02vIjZw263Hjxo1++2bbf9tz4JZbblHPnj0VGxubbtysWbPUoUMHvzETJ07UihUrFBsb67VImfIP4DJlylgVM8+ePauIiIh0Y6Q/PpsyMTFRu3fv9ls437t3r2rXru0zZv/+/UpKSrLacAsODvZ7p4rH49GYMWP8FrqLFy9uVRC3ievRo4dVTpv+BwcHS/J9507KOGfNmuW3cF6yZEmrjRzb4+nU3Pbo0UOHDx/2+gfg4cOHFRYWZrWJYDvONm3aWPU/LCzMqm+JiYmOjTPlv52Ic3pt2Fw7oqKi9NBDD/n9g9hmne3fv1/Jyck+P+8tKChIxhi/McnJydbnXUBAQI6e6x6Px9FzwGbOJDl6Dthu8rlxrtusRzd+Dzg9t1u2bPFarNqyZYtKly6dWnDzF2fzzgzJbg3ZXl9sj6dT1zTbObt48aKjx8mm/7bvjAkPD/c7hgIFCuiTTz7x+28+25wVK1bUsmXLvBYply1bJknq0qWL13Yef/xxjRs3Tv3791eZMmW8Xq8uXrzotY38hiJlPhUdHa2tW7d6Ld4FBwerePHiPm/DLl68uJo0aaLatWtbxb3zzjvq3LmzoqOjVaJEidTPwDl58qTOnDmjli1bqnXr1j4/A7BkyZLq2rWrqlSpYhUnybFx2vT/nXfekTHGsXG++uqruv/++1WmTBnVqlUrzR/rP/zwg2rUqKHPP/9cH3zwgd/2GjZsqEKFCnmNCQ8P18iRIxUREZH6FlpfcQULFszRnDExMVbHqXPnzlb9t8mZcieiv7ZGjhypokWLasKECRo0aFDqrrMxRuHh4RoyZIgGDx4sSX7jqlSposTERK85y5cvr7lz5yokJMQq7tixY36PU8pnIvpb2//85z8dm9uOHTuqYsWKfvu/detWx467bc6LFy/m+DidzDlq1CgVKlTI73pcvHix3zXUt29fq/5369bN+hy4+eabNXnyZE2bNi11t7hAgQKKjo7WvHnz9Nhjj2nRokV+Y2rVquWz/5UrV9aaNWv01ltvWRUzbTeF4uLi/BbOZ8yYYVVct91w69ixo7p166bJkyerefPmqW/BSkhI0OrVqzVw4MDUAqtTG1FObuTY9P/xxx9XcnKy37iyZcs6upFjsxEyY8YMq3Hm9CaC7ThTOLXhlvJ2NCfGabN559YmX3R0tN9rhyR9+umnfv8gdnJDP+Ujf/xtLIaGhlqddz/++KOknDvX69at6+g5YDNnKTmcOgdsN/ncONdt1mNu3tC3nVubzcyUG0f8xb3xxhtWGxI248zI9cWpjWLbtmzmIi4uLsc3um03k1988UW/Y6hRo4ajG9ivvvqqOnfurLVr16b7OZgrVqxQRESE30JmhQoVlJSUpHHjxumxxx7zmROSDPKlCxcumMTERFdy79mzx8yZM8e8+eab5s033zRz5swxe/bsyZZc2TFO2/47Nc4rV66YL774wowYMcL07NnT9OzZ04wYMcIsX77cXLlyxYkhwUEHDx40GzZsMBs2bDAHDx7MclxOyslzEznDjXX2n//8xyrnxYsXzfHjx83x48fNxYsXMx3jz7p168zy5cu9vn7u3Dmzdu1ac+TIEVOzZk0TGBhooqKiTKtWrUyrVq1MVFSUCQwMNLVr1zZHjhwxL7zwgunXr5/X9n766Sdz6623+o1p1qyZeeONN8yoUaO8xh05csR0797dXLhwwTz//PMmKCjIBAQEmEKFCplChQqZgIAAExQUZHr16mXeffddM2XKFK9txcXFmVGjRpmZM2c6Fte2bVurtmz6f+HCBau4RYsWmQ8++MBrzlOnTpl58+aZTz/91CrO5nhWrVrV0bkdO3asKVOmjPF4PCYgIMAEBAQYj8djypQpY8aNG2eMMdb9t4nr3r27Vb+MMVZ9c3Kctjlt4pycs3nz5lldOxo2bGiGDx/uNWb79u3G4/FYrbNmzZqZU6dOmVatWhmPx2NKlixpqlWrZqpVq2ZKlixpAgICTOvWrc2hQ4f8xpw+fdr6vHPjXHfyHLCZs7ffftvRc8C2bzl9rkdGRlqtRzd+Dxjj7Nx+9NFHJiYmxgQGBhqPx2M8Ho8JDAw0MTExZtGiRanxNnFt27b1O2+SrMbp5PHs27evo9c02zlz6jjZ9t9m/j0ejzHG//G0/TdfRnKuX7/edOzY0ZQvX94EBQWZoKAgU758edOxY0ezYcMG8/HHH5vAwMDUc+Gjjz4yH330kZkyZYp58MEHTVBQkPnXv/5lOnToYAYPHmyVM7/jMykBAAAkJScna+XKldq0adN1T2e87777/D7ZO7slJCQoNjY2Td+io6PTfWBRbpSQkKDvv/9eJ06ckOS9/7Zxed2hQ4fSHEtvbwV2g5N9s23r4MGDaY55VuNywjfffKPExES1atUq3dcTExP1/fffe737ypu9e/em+5TYq9/muGfPnnSvVde+FdKN64btOezkOrOdD1tO9i2n1mx2rUenOTkfly5d0m+//Sbpj3dqFCxYMMNxeWXenGI7Z7l53dqOwcmcvmzYsEFTp05N97rdr18/NWjQQLt379bvv//u9RkAly5d8nnnaX5CkRLpunz5so4fP67y5ct7jUlMTFRsbKyaNGnisy3buNOnT2vp0qVeH5ZgG5NeXFxcnDZv3pzmohETE6Pw8PDUn9myZUu6F5b69ev7zJXVvtnEpNe3hg0bql69eqk/c/HiRS1ZsiTduHbt2vn8vB7pj9vWZ8yYoREjRjgSZzPOzOTM6nG6uq3ffvtNc+bMSXfOunfvrltuucUqxp+jR49q5MiRfp/uaRPnZFuSs+edk2vo2v7bHPesHivbOcvoGrLNadtWTo0zo+tx9+7deuedd9I9Tn369FGNGjV85pOk//znP+rRo4e++uqrLMVkJA4AAAB5S1JSkiSlfqZ1ZmOQC7l7Iydyq+3bt5uAgIAsxzgdl9G2zp07Z7p06WIKFChgAgMDTalSpUypUqVMYGCgKVCggHniiSfMoUOHTOPGjY3H4zEVKlQw9evXN/Xr1zcVKlQwHo/HNG7c2Jw4ccKVcZ44ccKqbwcOHDC33XabKVSokGnatKl57LHHzGOPPWaaNm1qChUqZCpXrmwOHDiQY/3P6Dht2koZr1PHacuWLaZEiRLm1ltvNd26dTODBw82gwcPNt26dTNly5Y1JUuWNPPmzfMb89133zkyF7Zxuf04uXUO2BxPf8cqo/13MqdtW26M0ybmiy++MEFBQebuu+82I0eONNOmTTPTpk0zI0eONA0bNjTBwcFmxYoVjuZ0oi1j/nib5T333OM37ty5c+brr7/OUNzmzZvN22+/bYYOHWqGDh1q3n77bbN582a/baQ4deqUmT9/vt+4uLg4M3r06CzHOB13dcyvv/5qxo0bZ9q3b2/uvvtuc/fdd5v27dub8ePHm5MnT6b+jG2cN0eOHDFPPfVUhuOycqycnLPM9t9fXFbn9dqcTh6nXbt2mV69epnIyEgTHh5uwsPDTWRkpOnVq5fZtWtX6s/YxDnZlj+2146rOXVNSEpKMosWLTL9+/c3nTp1Mp06dTL9+/c3H3/8sUlKSrJqy+1z3ZvMnANZnQ/bucho35xej06sWxsZPZ62xzynxml7bmb0HHb6OmoT58acuXFNtvXll1+a1q1bm7CwsNS3ooeFhZnWrVubVatWWcdcK+UjZzJq9+7dplKlShn+OfjGnZRI144dO1SnTp3UBxZkNubquNOnT/uM27lzp5o0aeLzIR87d+5U06ZNrdpq2rSpnnrqKa1bt05/+9vf1KJFCxUoUECSdOXKFa1evVp9+/bVxYsXVaZMGc2dO/e6D7zdt2+fnn76aUVERGj27NlWOZ0c50MPPaTjx4/77duZM2dUtGhRLViwIN23zXXt2lUnT57U9OnTvebcu3evHn/8cW3bts1n/1PibMe5fft2R3J27NhRDRo08DsXw4cPt+p/vXr1dNddd2n69OmpH36fwhij559/XgsXLlTnzp19xuzcuVPDhg3zmfPgwYMaNGiQFi9e7Ddu4MCBWrJkiSNtDRo0yNH1aLs2bOI6depkNU7bc+Do0aN+j+fatWs1YcIEvzltx2mzhmxz2rS1c+dOGWMcy+nkeqxZs6batWunV199Nd24UaNG6dNPP9Wzzz7rM+exY8c0YcIEvf322z5jJk6cqMmTJ/tta+LEida/o5yMi4qKUqNGjbR+/XqVL18+zQetHzlyRI0aNdInn3yS+pCqnOhbdozTNuemTZvUsmVLFSlSJN0Pnv/999+1cuVKGWOs4ry9VSoz/f/ll1/UoUOHLB2r3H6coqKiFBYWlqV5vTqn7fG0OU6ff/652rdvrzp16qhly5Zp2lq1apViY2P173//W8nJyX7jXnnlFb322muOtPXvf/9bLVu2zPIxSLmj+6OPPsryOkvJGRUVpUqVKun48eOKiYlJ09bmzZtVtmxZLV++XJUrV85y/23jsmNt2PZr3759atmyZZbmI7vOu4IFCzq2Hp1Yt7bvMMjI8Zw0aZIGDBjg95j/+uuvOTZOp4/nf/7zH3Xs2FEHDx507DrqxhqymTM3rsn+rrUp67Zbt2569tln9cgjj1zX3pdffql//etf6t69u+bOneszZvbs2XryySe1atUqTZ48WRs3blRCQoIkKSQkRA0aNNDAgQPVokULn/26et58Hc89e/aoTZs2OnjwoM+2bOPyA4qU+VTK09q8OX/+vPbu3asSJUp4jbly5YrOnTun0NBQn22lxBljrvuj+mrGGBljfH7mV0obNm15PB6FhIRo2bJlatiwYbpx69evV+PGjbV169brngiYIjY2Vs2aNVNiYqJVTifHWaRIEa1bt85v365cuaItW7aoZs2a6cb98MMPql27tgICApTeKX91v6/+X5s4m3E6kdMYk6Hj5C9nUFCQtm3b5vWzivbu3avq1atrz549PmOioqKUlJTkNae38Xrja84y2pbT6zGja8Pf8bQZp+05cPnyZavjmdW5zcwasslp01bKHOTEOFPYHqegoCBt377d65MN9+3bp8jISCUlJalMmTJeP37i4sWLOn78uCIiInzGxMXFpT6d0V+cG8XMyMhIq00V280v28K/U5tCGdlssMmZW4vwthshRYoU0VtvveV3nE5u0Nj23yZuwIAB6tmzp2Mbbk5u0NhucHg8Hr9x48aN00svveRIW7abKv6uHSnXDdsNN5trwp/+9Ce1a9fO58b0+fPnfc6/5N657vQ5fO+99zq2Ue/0eTd8+HDH1qNt3M6dO732K2U9OrkZa7uh//vvvzs2zpkzZ2ro0KFe+58dm5mRkZGOXkdzeg3Zzpkb12Rfa1b6v3V7++23q1+/furdu3e6cdOmTVP//v01efJknzGTJ0/WK6+84rfgOXv2bL/nyq+//qqFCxfm6OZjfkCRMp8qVKiQOnXq5PUDcH/55RfNmDFDgwYNUq1atdKN+fnnnzV69GgVKlRIvXr18htXrFgxvfzyy4qJiUk37sCBA+rRo4fGjRvnM+a5556zaislbvXq1V53tb777jvFxMRozZo1Xj8Yd+3atXrkkUd06dIl65xOjbNEiRL65JNP/PYtKChIM2fO1AMPPJBu3NKlS9WuXTu9//77at68eboxu3btUtu2bVWiRAmNHz/eb5ztOGfPnu1IzjZt2mjt2rV+50KSVf/Lly+v0aNHe/2cxQULFujpp5/WnDlzfMaMGDFCly5d0rRp09SuXbt047Zv367o6GiFh4f7jYuKitKSJUscaSs6Otrx9Wgzt7bH02actudA8eLFrY7nJ598YpXTyTVkk9OmrREjRsjj8TiW08n1WLVqVfXo0UMDBw5MN27SpEmaOXOmkpKSNG7cOD322GM+cy5atMhnTMqc+WsrOjrauphpu+FmE5eQkJAtm1+ZLfxnZSPKiZy5tQhvuxFSt25dRzfcsmMjyt9mg5Mbbk5v0NhscEjyG1etWjXt3bvXkbZsN1V++eUXqzu/bTfcbK4Jxhj98MMPPjemY2JidOHChVx5rjt9DgcHB+fIRn1G+2aMcXQ92sTVrFnT54ZKynp0ejPW5vri5DirVauW45uZ48ePd+XGBafWkO2cuXFNHjduXLqvp0hZtwULFtSOHTscyVmuXDm/Bc/Jkyfr4MGDioyM9PqgsXPnzun777/XgAEDvPY/pZDZr18/n+O0KXjmF4FudwDuqFmzpmJiYtSrV690X9++fbtmzJihcuXKqVu3bunG7NixQ6NHj0490f3Fpdy96a3YEBYWlvrfvmKMMVZtGWP0wAMPqGfPnpo9e/Z1/zDctm2bevXqpcqVK6tbt26aPHmymjdvnnoRSkhI0OrVqzVw4EA9/vjj+vHHHx3rm+04O3bsaNW3EiVKqGvXrho+fLiaN29+3VsQXn/9dd12220+nxh25swZGWMUHR1tFWc7TqdySrKai/3791vlfPHFF9WzZ0/FxsamO2ezZs1Shw4d/MZMnDhRK1asUGxsrNdCTso/QqKjo/3GSXKsLafXo+3asD2eNv23PQeqVavm91jVqFHDem6dWkO2OW3aSvnDwslxOrUeX331VXXu3Flr165N921QK1as0MKFC/WPf/xDsbGxXguLV+f0FXN1//3FVahQwaqYmZSUZLXhZhM3cuTI1LcOpefs2bMKDg5WQECA1eZXyZIlrQr/s2bN8ltct2nLNs42Z3h4uLZs2eL1j7stW7aodOnS8ng8fuMKFChgVYQvU6aM1UZOcHCw32Pl8Xgcm9s2bdro008/daz/NnFRUVFW85+RDTenjlPFihW1bNkyr39QLlu2TBUqVJDH4/EbFxQU5FhbFSpUsN5UGTdunM8//CVZrTPba0KPHj10+PBhr0W5w4cPKywsTBcvXsyV57rT53BYWJjf+bA9h50+75xcjzZxly9ftlqPtr8HbI+nzfWlcOHCjo2zYMGCmjx5st/f67a///v37++3mJkyFqeuozm9hmznzI1rsu3833nnnZo9e7bGjx+fbtycOXNUuHBhvzE1atTQrl27fL6du3nz5ho0aJAqV66sAQMG6Iknnkg3LuU4ff311z4LmZI0ZcoUvwVP/IEiZT7VqFEj7du3z+vrxYsXV6VKlXx+Tl3JkiXVtWtXValSxSquYcOGOn/+vNe48PBwtW3bVoUKFfIZM3LkSEVERPhta+TIkXrhhRfUuXPn1LujUj7r5+TJkzpz5oxatmypZcuWadSoUerUqZMuX76ceoG8ePGiAgMD9cwzz2jixIlasGCBVU6bvtmOc+jQoUpOTvbbt+DgYBUtWlQTJkzQoEGDUv/QN8YoPDxcQ4YMUZUqVZSYmOg1Z/ny5TV37lyFhIRYxV28eNHvODt27KiKFSs6knPWrFmKjY31OxdffPGFVf+7deumm2++WZMnT9a0adNSd60KFCig6OhozZs3T4899pgWLVrkN6ZWrVo+c1auXFlr1qxRQECA37ipU6eqSpUqjrS1Zs0a7d+/37H1WLt2bcfW0LBhw7x+DMPV/b/77rutzwF/x7NMmTJWc3bq1CnH1pBtzqZNm1qtR0mO5XRyPTZt2lS33nqrpk6dqrfeeuu6p3uvXbtWDRo0UPXq1fX77797ba9GjRpatWpVmuJ5ejGHDh1SYmKi37YOHTqkQYMGWRUzbTfcbOJGjhzp6OaXbeHfyY0oJ3Pm1iK87UZI2bJlc3yDxrb/tpsNTm64OblBY7vBkZyc7DeuT58+GjJkiCNtZWRTxeYPf9sNN5trgiS/G9N9+/bVxo0bc+W57vQ5/Oyzzzq6Ue/keefkerSJK1WqlNV6dHIz1nZD/5ZbbnFsnLablE5uZtapU8eVGxecWkO2c+HGNfnFF1+0Kia/9dZbeuCBB7RixYp02zt48KDGjBmjl19+2WfMsmXLNGDAAKtiZrVq1RQbG+u1SJlynPwVMqOjo60KntHR0em+lu8YIB/YvXu3mTNnjnnzzTfNm2++aebMmWP27NmTJiY+Pt589dVXZuHChWbhwoXmq6++MvHx8S71OK34+HizevVqq74dPHjQbNiwwWzYsMEcPHgwh3ua/TIyF7YuXrxojh8/bo4fP24uXryY6Rhkn4wcdzeOlZM5bdtiTdrZtWuXzyeeX7x40Rw+fNi88cYbZtSoUV7jjhw5Yrp3724V9+STT5rnn3/eBAUFmYCAAFOoUCFTqFAhExAQYIKCgkyvXr3MhQsXzMyZM82UKVO8thUXF2dGjRplPv30U/PBBx94jTt16pTp27ev35h58+ZZtWUbZ5vTGGM++ugjExMTYwIDA43H4zEej8cEBgaamJgYs2jRotSf8Re3bt06s3z5cq85z507Z9auXWsdd+HCBb/HatGiRY7N2bBhwxztv22czfzbtmWMc8fJGGPWr19vOnbsaMqXL2+CgoJMUFCQKV++vOnYsaPZsGFD6s/YxDnZls21o3Xr1mbw4MFeY7Zv3248Ho/VOsvINWHs2LGmTJkyxuPxpD691uPxmDJlyphx48YZY0yuPdedXtvGGL/zYTsXTvfNyfVoE9ehQwer9Wg7H8bYXbttr+9OjdP297ptnO28OXkdzek1ZDsXNm3Z5rSNsZ1/Y4w5dOiQGTx4sGnSpImpWrWqqVq1qmnSpIkZMmSIOXTokHXMmjVrTNGiRU2tWrXMgAEDzNixY83YsWPNgAEDTO3atU2xYsXM119/bX755ZfUefGmc+fOpn///n77bxsHnu4NAECuk5SUJOmPtwhmNc6NtvCHhIQExcbGprmzNDo62utbffKDS5cu6bfffpP0x13BBQsWzFKcUxISEvT999/rxIkTkm7cY+X0vOb0ccptdu/erd9//93rZ59funQpzR1rTq+zQ4cOpbm+ePuseTe4sTYOHjyYZm5z03zkhIyux4ywOZ559XqQ0XnLq+PMrbJz3fpy+PBhvffee9q0adN17wB6/vnnfb4b8GpxcXFKSkry2z/bOIg7KfO7zZs3m7ffftsMHTrUDB061Lz99ttm8+bNVj976tQpM3/+fMfi4uLizOjRo7Mcc21cUlKSWbRokenfv7/p1KmT6dSpk+nfv7/5+OOPTVJSkiP9cjru6phff/3VjBs3zrRv397cfffd5u677zbt27c348ePNydPnvSbz5g/7ux56qmnshyTkTibcWY0Z07NhTHG/PTTT+aee+7JcozTcU7nTDlOOTm3NnFX99+JvmV0bnft2mV69eplIiMjTXh4uAkPDzeRkZGmV69eZteuXdmS88svvzStW7c2YWFhqXeChIWFmdatW5tVq1al/oxNnBtt+bJ7925TqVIlR+KcbAtA1l24cMFcuHAhyzFAXsX6/j/5ZS5sx+l0XE46c+aM2bt3r9m7d685c+ZMluJs2wKM+eNpbciHTpw4YRo3bmw8Ho+pUKGCqV+/vqlfv76pUKGC8Xg8pnHjxubEiRM+29i+fbsJCAjwm8vJuIy2deDAAXPbbbeZQoUKmaZNm5rHHnvMPPbYY6Zp06amUKFCpnLlyubAgQM51n/buJSYLVu2mBIlSphbb73VdOvWzQwePNgMHjzYdOvWzZQtW9aULFnS5637mcnpRFvZkdPj8eTYXGRH/3Nzztw8t26cA1988YUJCgoyd999txk5cqSZNm2amTZtmhk5cqRp2LChCQ4ONitWrHA057x580xgYKDp1KmTmTt3rvniiy/MF198YebOnWsef/xxU7BgQbNgwQKruB49euR4W07MRUbnzKmcVxczbTe1ctvmlxsbUSlxOVXQt43LTFtZ3Qi5es6yOh95ZfOLDY6Mb4TYrjMn16OTcW5s3tnG2fTN6f5ndX27vR6dnI8b/VxP4eQGcEbicmKcV8fMmjXLVK9ePc1HJwQEBJjq1aub999/P/VnbOJs20qRlWKmk/+GdDInMo4H5+RTf/nLX3TlyhXt2bPnuidu7du3T08//bR69uypBQsWeG3j7NmzkuTzaYVXx+3cudNn3L59+2SM8RmX8rAfm7YkpT6Bddu2bde9lSYhIUFdu3ZV165dNX36dMdyOjnOvn376tFHH9X06dNTP5g3hTFGzz//vPr27athw4b5zHnw4EEZY/TZZ5/5jJHkM+bqONtxOpXTGOPYXEjS1KlTfcYdO3ZMxhifcceOHbNuy62ctsfJybm1PZ4247Q9Bx5//HGfOTMyt0OHDtWQIUP06quvXhczatQojRo1Si+99JLPh49lNOcbb7yht99+W717974upnv37mrcuLFeffVVeTwev3H9+/fP8ba2bdvmcy5+/fVXSdLAgQP9xiUnJ/uMy0hbNi5evKiff/5ZP/30k1q2bKnjx48rJiYm9cPWt23bpunTp6ts2bJavny5JFnFVa5c2WvOuLg4jR49WiNGjPDZN9u4U6dOaf78+ZozZ06WYjIaN2/ePH344YeqU6eO2rVrl+YD6letWqU6dero3//+t1q2bOmzrXPnzunrr7/2GWMbl9G2vvvuO7Vs2VJFihRRixYtVLVq1dQxTJ06VWPHjtXKlSu9vg1N+r85e/TRR9W+ffsszYeTc2Ebl9G25s+fr2effVaPPPKIJk+enGacX375pe6//351795dc+fO9Rkze/ZsPfnkkz5zppyf/tjEOdmWbdyePXvUpk0bLVq0yGqdGWMcW4959VzP6Hpcvny53/PulVde0WuvveZY/23OAX/r2831+O6772b5WiX9MR9r167VN998c0Of63v27FGTJk105swZv+NMTk62Whu2cTm1hlJiJkyYoFGjRumFF15Qy5Ytr+tXv379dPr0aRlj/MYtXrxYa9as8dvWiy++qPfff1+TJk267t/Wd9xxhwYNGqRnnnnG7zilP/42cCJmx44dqlOnTuoDKrPSnm1bGcl5o+MzKfOp4sWLa926dYqKikr39djYWNWtW1cBAQFe2zDGpD4J7Nriga+49JZcyveNMQoICPAZY9uWx+NRcHCwtmzZopo1a6bbtx9++EG1a9d2NKeT4wwKCtK2bdtUrVq1dPu/d+9eRUVFKSkpyWvOFL5yehtHZuNsxpnRnMYY7dmzx5G5SHm9TJkyqU+LvtbFixd1/PhxRURE+IyJi4uzass2Ljty2hwnp+fW5njajDMj54BTcxsUFKTt27dft4GTYt++fYqMjHQ0Z8GCBbVjxw6/OY0xfuOqVaumvXv35mhbFy9eVGRkpNfPVTt37py2bt0qSX7jvv/+e9WpU8eRtrZu3ap+/fql+3qKX3/9VQsXLtS9996rokWLasGCBV43tc6fP6/k5GS/cSdPnvS5+bV37149/vjjfou7KXGLFy/2GXfw4EENHDhQS5Ys8RkzaNAgq7Zs4wYMGKDhw4enW9CX/ijqf/rpp3r22Wd9tnXs2DFNnDhRkydP9hs3YcIEvf322460NXHiRNWrV0933XWXz42QtWvXasKECV7bSpmzmjVrql27dj7nY+bMmRo6dKhj/Xdjzm6//Xb169cv3c0LSZo2bZr69++vyZMn+4yZPHmy2rZt6zNnyvlpcx7//e9/14ABAxxpKyNxvv6gTPmj02ad7dy5U8YYx9Zjbj3XnV6PNufduHHj9NJLLzl2rbI5B/7617/q6aef9tqWm+vRZs5s52P8+PF655138vS5blM8ioyMtBqnx+PxuzZs45xcQ7ZzVrZsWU2YMMHrk7YXLVqkl156SR6Px29cly5dtHDhQr9t9e3b12fBc+rUqRo1apQ2bNjgc5zx8fH66quv9NBDD/mMWbt2rdUxj4qKUvv27f3m9NdeSlvJyclWOf3F5QcUKfOpm2++WZ988omaNm2a7utr167Vvffeq7FjxyomJibdmAMHDui5555TsWLF9PLLL/uNK1GihMaPH6/mzZunG7dr1y61adNGs2fP9hnTtm1bq7batm2r0qVLa+bMmXrggQfSjVu6dKnatWun999/37GcTo6zfPnyGj16tLp27Zpu3IIFCzRixAhdunRJ06ZNU7t27dKN2759u6KiorRkyRKfMdHR0QoPD/fbVnR0tPU4ncoZFRWl+fPnOzIX0dHRKl++vMaNG+f1F2dKzkWLFvmMsW3LrZy2x8nJubU9nrbjtDkHPB6PY3NbtWpV9ejRw+udepMmTdLMmTOVlJTkWM7IyEg1b95c48ePTzduyJAh+v/+v/9PkvzG/e1vf1OfPn1ytK1z585p+PDheuKJJ3yOs3Llyn7joqKi9MEHHzjSVnR0tCS7YqbNplbK77nctPmVIic3oq7OaVPEtinou7WRY7MRUr16dau5tdngqFatWp7f/LLZVLkRNjhsc9r84W+74SbJsfWYW8/17DiHbc47J69VtudAbl6PTm7G5vVz3bbI59QGcEY2ip0ap+2cBQUFaevWrapevXq6cbt371bdunVljPEbd+edd2r37t1+27rlllusCqO//PKL/vznP6cWMa916tQpffbZZ2rdurXPmM8//9zr3ygpUoqPAQEBVjltCqO2ObmTUuLt3vlUx44d1a1bN02ePFnNmzdPvWAlJCRo9erVGjhwoCIiIiTJayEzLCxMxhjVqVPHKi46Otrnk7nOnDkjSX5jbNsyxujZZ59V165dNXz4cDVv3jzNzszq1av1+uuv67bbbnM0p5PjfPHFF9WzZ0/Fxsam2/9Zs2Zp4sSJWrFihWJjY71e/FJ24/3FpPTfNs5mnE7llOTYXFyd09svxKvnzFeMbVtu5rQ5Ttkxtzbr0V//bc+Br776yrG5ffXVV9W5c2etXbtWLVq0uC7nihUrtHDhQv3jH/9wLOdbb72lBx54QCtWrEg358GDB7Vs2TIlJyf7jRszZoxefvnlHG1rxowZio2N9VowTBln3bp1/calzJkTbRljVKVKFQ0YMMBvMTMsLEyHDx/2Wnw8fPiwwsLCUv/bV5zH49GsWbP8bkSVLFnSavOrTJkyVoX/Tz/91O8mgk1btnFRUVFatmyZ1z+yli1bpgoVKlgV9KOjo1WhQgWrwv/kyZMdaStlU2XLli1ei0JbtmxRgQIF9Mknn/ids4oVK/qdj4IFCzrafzfm7M4779Ts2bO9bl7MmTNHhQsX9htTo0YNnTt3zur8rFy5st+4qKgox9rKSM6vv/7a5x/+kqzWWenSpeXxeBxbj7n1XHd6Pdqcd0FBQY5eq2zOgeDg4Fy7Hm3mLCPHM6+f61OmTPFb5JNkNU4n45xcQ7ZzVq9ePY0dO1azZ89WYGDaUtGVK1c0btw41atXT8YYv3EhISFWbW3ZskW1atVKt1+SVKtWLf3222+qXr26OnTo4PWt39u3b9dnn33mN+bzzz/X0qVLfRYfUwqFtjkvXLjgty3bnKBImW9NmjRJycnJ6tSpky5fvpy6Q3bx4kUFBgbqmWeeUc2aNXX58mWvbYSHh2vkyJGKiIjQ+fPn/cbVrl1biYmJXuPKly+vvn37qmLFij5j5s6dq5CQEL9tzZ07V926dVPRokU1YcIEDRo0KPUPYGOMwsPDNWTIEFWpUsWqLducNnG24+zWrZtuvvlmTZ48WdOmTUu9eBUoUED/f3vnHhZVubbxew0nFQ/oVgJJ0PIEgXJQEUWlMEnTrWW1PZSImoeS8HzYZqidxBPqpQaRgGZ++V1pnkXdilqpYSiUIlqJWgEan4gcFAbm/f7wYrbIzKx39JU1i3l+19X17Y+5ue9nvetdCM8zs1ZAQACSk5PxxhtvwMfHx2Rm+/btsXbtWnTo0MGkJjU1FRqNRtYrNTUVt27dkj3O+fPno1evXkIyjx07hvz8fCFrkZqailatWqGsrMyozsvLC4cPH9Y3JYxpcnJyUFpaKuvFqxOdefbsWdnzlJycjAYNGghbW57zmZycjOeee062fg8PD65rICQkRNjaenh4wM3NDWvXrsXKlSuRn58P4P7PsqCgIBw7dgxBQUHw9PQUmnn+/Hl89tlnOH36dI3MgQMHYvLkyfqfGTy6oUOH1qlXx44dUV5ebvQ4u3btCp1Oh/z8fFldXl6eMC+dTofRo0dzNTN5hlqRkZHQ6XSKDL+UGETxZM6dO1dIQ1+pQQ7PIMTLy4trzXgGHCKHWkqtGc9QpT4MOHgzef7w5x24McaE7UdLvdYBsfuR57qbOnWq0J9VPNdAnz59LHY/ih7GbtiwQdXXOs8w09/fn+s4eQbAvDqRe4h3zdatW4ewsDC4uLigb9++Neo6ceIE7O3tcejQIeh0OlldYmIipk6dKuv1zjvvcDUzn3nmGZw9e9Zow9DBwQGNGzeW1bi7u6NJkyZczcyAgABZPzs7Oy4vnobn3r17Db5mbdDHva2cO3fu4KeffsKNGzcA3P/DMyAgwOgkSc1cuXKlxnG2a9dO4YrMQ6vVoqCgAMD9j+vb2dkpXJFy0Fo8OSx5bS25NsJyqW5mGmsEPkhMTAzWrFmD/Pz8WkOtadOmYc6cOVy66uGXsT8GCgsLsXv3bv1QS073zDPPoLS0FC+99JJBXWlpKRITE9GhQweTmp9++kk/RBCls7Ozw9q1a3Hq1KlaDf2oqCgEBQUhKysLZWVlRh/2odVqkZubqx++mNIdP34cTk5OQryqG8Tbtm1DbGws0tPTaw1CZsyYAVdXV6616NevH06ePGlyPZo1ayZsLZRcs6tXrxocXgQFBemHFzwa3uuTRyfSi1c3evRoODs7G71/4oP3GJPbZ9WNIFH70VKv9SexH+Wuu6CgIC4N788qnmugQYMGFr0fRa4HY0zV1zrvul25ckX2OAFw/ezj0YncQ+b8LlRcXIwtW7YYrGvUqFH6PgGPjkfz888/IywsDFqt1mQzs0OHDqiqqkKjRo2M1l5eXi6rAYCIiAg0atQI69evN/j6xYsXMWjQIGRnZ8v68XqFhIRw6XJyckzWbg1Qk5IgCFVS/Q4qBwcHITpCHdT1+SwqKqrxS1WzZs0eWcfrRSgP71BL7cMvoiY0CCHMxZw//Kvh3We0HwlzeZT9SNC6WQK8jVFR8DYzRXqJzKz3MMJq+fvvv1lMTAwbNmwY69mzJ+vZsycbNmwYW7ZsGbt58ya3xhydKa5fv84iIiIeW/Ow7sKFC2zKlCnM19eXubi4MBcXF+br68umTJnCLly4wK0RreP1MsVvv/3Gnn/+eSG6R/F63GMwN/PQoUNs4MCBzMnJiWk0GqbRaJiTkxMbOHAgO3z4sF7PqzNFVlYWa9eu3WNrROsexauuz5MI3YP1K3E+ExISmKenpz5PkiSm0WiYp6cn++KLL/Tf87Cu+r8HdTwaOTIyMphGoxGis1QvpTIJPu7du8fu3bundBlPHJ7jVPNa3L59m2VnZ7Ps7Gx2+/btx9YRjwbvHhK5H0XrLBGefUvXQE1oPcxDq9WyjIwMlpKSwlJSUlhmZiarqKh4orqHNRkZGVxehnS8XsaoqKhg165dE6Lj9eJFq9XK+vFoRGcS5kNNSislLS2NNW/enLm5ubHw8HA2Z84cNmfOHBYeHs6efvpp1qJFC5acnCyrOXPmDJfXmTNnZGt6En+c7t+/n9nb27OePXuy6OhotmHDBrZhwwYWHR3NevXqxRwcHNiHH34oq0lJSeHy4tXxZopYMyXXVu4YzMmUJInZ2tqyESNGsKSkJLZ//362f/9+lpSUxEaOHMns7OzY5s2bWXJyMpeO9zhF1W8t50n0cSpxPpctW8YaNWrE5s2bx1JTU1lWVhbLyspiqampbP78+czR0ZEtX76cS/fyyy9zefHUL0mSEJ2leimZWb03lBhE1dXA6lGGCI87IFDLIIfnONU+/OIdltTVUEUN/36K0lUjctAqemhrSdf6o3jxDBZFDh/lUMN+rKv1qA/XOmOMVVVVsQULFjAnJycmSVKN/5ycnNj777/PqqqqhOq0Wm2de4laM5HnibeZKTKTt/nI48frRQ3P/0IPzrFSIiMj8frrryMuLk5/P61qGGOYPHkypk6dilGjRpnUREZGgjEm6xUZGYn58+ebrOnKlStgjGH37t0mNQBMah7UzZs3D3PnzsWSJUtqaRYtWoRFixbh448/ltXMnj0bkiQJ0/FmXrp0yeRx/vXXXwCAtWvXyuoYYyZ15ngBfGsbERGBefPmCat/9erVePfdd2u9PnbsWAQHB2PJkiWQJIlLd+7cOZOZf//9N3Q6HWbMmGFSA8Ckxlyd6My6Pk+8Ot7j/Pjjj+v8fK5btw5JSUm1bhTv6emJkJAQdO3aVX+ty+lGjx6NrVu3ynqdPHnSZP1FRUWQJAmvvvqqrI4xZlKnlJdSmTwwxnDgwAEMGzYM/v7+GDp0aI17Ih0+fBj+/v7YtWsXdDqdrO7999/Hhx9+KMRr165dCAsLM1l/SUkJjh8//tiaB3WbNm3ChAkT8NprryE2NrZGbYcOHcKgQYOwceNGvPXWW0a9KioqcO3aNdlMkTpzvXiOc+zYsUhKSnqstXhS9fPorl69iqioKLz33nsICwurVX9UVBQKCwvBGMOiRYtkdbNmzZLNZRx3k+LRiNbVdWZmZib8/f2RmJjIdT3pdDph+5HHyxxdXV3r5notX75cdt9+++23SE1NtfproHo/Ll26lOs4Ra2H2q/1zMxM+Pr6olWrVli6dKnBtVi4cCEqKirAGENycrIQ3aFDh5CTk1OnXjExMVzrVpdkZWXB39+/Tp9+feHCBWGZvF4iM9UO3ZPSSmnYsCHOnTuHzp07G3w9Ozsbnp6euHjxokmNn58fAMh6+fn5oby8XP/kMGMwxqDRaExqqj3kvCRJgr29PTIyMtCpUyeDmkuXLqFz587Izs42qfH19QUAWS9eHW9meXk5XF1d9U9ff5iKigrk5+eDMSary83NRevWrYV45efnc6+tqMzc3FyuNWOMITMzU1ZXUVEBX19fo/c4KSkpwU8//QR/f3+TmrNnzwKArBevTnRmXZ8nc84nz3Ha2dnV+fm0t7fH2bNn4enpaVCXlZWFbt26gTEmq3vuueeQlZUl66XVavHiiy/qf2l8mFu3bmHv3r3QaDSyut27d2PgwIEW56VUprEn1lZTVFSEY8eOwdvbG0OHDjXY0AfuN/V37NgBSZJkdTExMZg9e7YQrx07dmDChAkmj+Gvv/7C8uXLsXr1apOaFStWGH0wwMO6Z599FlFRUQYHBMD9p7n++9//xrhx44x6/f3339i6dSuioqJMZpqj27JlC6ZPny4sk+c4p02bhtjYWJOa2NhYDBkypM7r512zbdu2GX1C77Zt2/SDl+XLl8vqjD1Eo5qioiIcPXoUr7zyiknNsWPHuK9PHp0SmceOHTP5B2X1Azfat28vu89iY2MhSZKw/cjjxasTea2Lvgaefvpp2X1rbGD4oKY+XAO8+7FNmzZcx8mzHhEREUYfuvQo9Stxrcs1haqblCkpKUaHhgcPHsSYMWMgSRI2bdokRDdo0CDs37+/Tr3c3NwMvl7N3bt3cfnyZXTt2lVW92CvwJQXz/r7+/tbbKacX7UXbyY1KQF6J6WV4uLigrS0NKONxbS0NNjY2MhqnnrqKUiSxKXTarXYsGGD0X8wMjIy4Ofnhx07dpjUBAQEwNXVVdYrICAAbdu2xb59+4w2OPbt2wd7e3tZjYeHByRJEqbjzSwvL0dMTIzRXw6qj9PDw0NW5+fnh9jYWCFevGtrZ2cnLNPPzw8bN27EsmXLDGoSExPh5eUFAFy6kpISTJ8+3ehTdasz5TQBAQFo3769MJ3ozLo+T+acT576n3vuuTo/n927d8fSpUuxceNG2NrW/GeyqqoKMTEx6N69OxhjsrqmTZtyeRUWFmL48OEYP3680dr27t0LT09PWd3u3bst0kupzD179phsZlb/Mnj58mWMHj3aoAYARo4cqX+HgZxu8eLFwrxiYmIwbdo02cY/YwwxMTEmNQC4vADg+vXr6N+/v9HaQkNDUVRUhOPHj5ts/APAmjVrZIcI5uhEZvIcp1arldXMnDlTkfp5dT4+Pkbr9/HxQUFBARhjXDrea+revXuyGl4vS83U6XRc7/zm2WczZ84EY0zYfuTx4tWJvtZFet28eVN231ZVVVnFNcC7H3nWjHc97t69q/prneeTGQDQunVroxpXV1eUlpaCMSZMp9Pp6twrKysLI0aMMPogwLy8PFy+fJlLl52djS5dush6+fv7G60LuN8IBGDRmab8qr14MwlqUlots2bNwsSJE5Geno7Q0NAab/k+cuQIEhISMHz4cFnNihUrwBjj0qWkpCA9Pd1oY7H6Y3lyGsYYAgICuHRLlizBqFGjcOzYMfTv379WbSkpKZg6dSrmzp1rUrN161bodDpZL14db+b//M//ID093Wiz5+H1MKWrXlsRXrxry+vFW/+GDRuQkpJiMO/KlSvYt28fdDodBg8eLKuLj49Henq60YbVg2tmSsMYQ7du3YTpRGfW9Xkydz/K1b9y5co6P5/r1q1DWFgYXFxc0Ldv3xqZJ06cgL29PQ4dOgSdTierS0xMxNSpU2W9Vq5cibNnzxptuDk4OMDd3R0BAQGyusaNG1ukl1KZTZo04Wpm8jT0RQ+ieIdfPAMr0YMongGBg4OD6gc5PMfZsGFD1Q+/RA1eeIcq9WHAwZvJ0yzhHbgB8oNW3v3I48WrE3mti74GeAaLvAPD+nAN8OxHkcNYR0dH1V/rvM3MWbNm4auvvkLLli1rvF5QUIC5c+ciJCQEjDFhulatWtW5V35+PgIDAzFlyhSja5aQkABvb29ZXXx8PJcXb2PUkjN5GqO8mQQ1Ka2Wd999Fy1btkRsbCw2bNig/+FrY2ODgIAAJCcn44033sC2bdtkNQC4vHx8fFBaWmq0pvbt22Pt2rXo0KGDSU1qaio0Go2sV2pqKvr16wc3NzesXbsWK1euRH5+PoD77yQNCgrCsWPHEBQUhOHDh8tqAHB58ep4Mj09PVFWVmb0OL28vJCTk4PS0lJZ3eHDh+Hk5CTEKycnBx4eHrLH2axZM2H1X716FYwxfPbZZzh9+nSNvIEDB2Ly5Mlo27YtAOD8+fOyuo4dO6K8vNxoZteuXZGXlyer0el0yM/PF6YTnQnI70eR54lXl5aWBmdnZ6766/p8AvffVbdlyxacPn1af49bFxcXfPTRRxg1apT+nR08ugEDBshq4uLiTH68w9PTEzk5OSgvL5fVFRQUWKSXUpkRERFczUyehr7oQRTv8ItnYAWIHUTxDAj69Omj+kEOz3F++umnWLBggaqHX4cOHRIyeOEdqtSHAQePzs7OjqsJwjtw4xm08u5H3qEtj07ktQ6IvQZ4Bou8A0O1XwO8+1HkMLZ///6qv9Z5hpl79uxBbm4uXF1d4ePjU2MtfvnlF3h5eWHv3r0AgEGDBgnR7dmzBxMmTKhTrxUrVph8JkKTJk3Qt29fdOnSRVbn5ubG5VVcXMzVWOzdu7dFZjZu3FhYYzchIcFoljVB96QkoNVqUVBQAOB+s9HOzu6RNOboCIIgCKIuqG5mNmrUSFZ78uRJrF27FqdOnarV0I+KitIPonh0Ir2ysrJQVlZm9D5oWq0Wx48fh5OTk0lNbm6ufoggp/Pw8MDVq1cNDgiCgoIwefJkNGjQAOXl5fDw8DC5rtVDFRE6kV7VyB1n27ZtuTRK1M+rKy4u1g9LHq7/wcELj47nmuK97kTqlMiMiIhAo0aNsH79eoOvX7x4EYMGDUJOTg7XHgLE7UdeLx6dyGv9SVzDPPvWGq4Bc/ajqPVwcHBQ/bXOu26///47Dh48aHAtBgwYAI1GAwDQ6XTCdEp41TVRUVH6B58a4vfff8eECROQmppqkZm8Xl26dKnz41Qr1KQkAED/7iIHB4fH0ojWic4kngxFRUU1/rFr1qzZI2nM0RHmo8R5EnU+KysrceHCBb2Xq6srPD09aw1CHta5uLjAy8urho5HYwqtVou8vDy4u7s/to7Xq7KyErm5uUJ0luqlVCZBEMSjYs4QhCCeNLQfHw1aN4KwMBhhtRw6dIgNHDiQOTk5MY1GwzQaDXNycmIDBw5khw8f5taI1onONEVWVhZr167dY2tE69SSmZCQwDw9PfXrL0kS02g0zNPTk33xxRcGNdX/PagxR2eMjIwMptFo6lSnlkwlzpOo81lVVcUWLFjAnJycmCRJNf5zcnJi77//PquqquLSabVaLi9z1vZxdWrZQ3XhpVSmVqtl165dq/G127dvs+zsbJadnc1u375t9Ht5dCK9lMq0BrRaLcvIyGApKSksJSWFZWZmsoqKCrM1hnQZGRmyXoY0T0JniIqKilrXwOPoDF1Tj6IRrVMi09D3PMoeErkfRWY+zn6si73NGN++tZZr4GHy8vLYzp07WVxcHIuLi2O7du1ieXl5j6R7WLNz504ur8fRic58HEpKStjx48frVGepXqIzebHUTMJ8qElppSQnJzNbW1s2YsQIlpSUxPbv38/279/PkpKS2MiRI5mdnR17++23ZTWbN2/m8uLVic6Uw1r+CH8SmcuWLWONGjVi8+bNY6mpqSwrK4tlZWWx1NRUNn/+fObo6MhefvllWc3y5cu5vJYvXy5blyRJXPWL0qkhU4nzJPJ8zp49m7Vq1YrFxcWxnJwcVlZWxsrKylhOTg6Lj49nzs7ObM6cOVy6Hj16cHnxrK01Xet15WUJmTwNfV6dSC9DOkON/7oaIvCurxr2h8gBR117maOrq/Xn1VlLZnXjSImBm6Vmiq5fxHmytv1YUlLCRo8ezWxsbJitrS1zdnZmzs7OzNbWltnY2LA333yTlZaWculu3rwpzEupzGoep5mp9j1kyfXzNgItNVN0A9gaoAfnWCkff/wxVq9ejXfffbfWa2PHjkVwcDCmTZsmq1myZIn+3goidKIzz507Z3Id/v77b+h0OsyYMcOkBoBJjbm6+pC5bt06JCUl1Xr4gqenJ0JCQtC1a1eMHj0aW7duNamZPXs2JEmS9YqIiMDJkyeN1lVUVARJkvDqq6+arN8cHWPMpE4NmXV9nkSfz82bN+PLL79EWFhYjdfbtm2LiRMnwsPDA2PGjIEkSbK6QYMGYf/+/bJehw8fNrm2d+/eBQD4+/vL6nQ6nUmdOV5KZKq9fnNYvnw5Fi1ahPfeew9hYWE1bip/6NAhREVFobCwEIwxWd23336L1NRUIV5KZc6aNUt2zRjHHYN4NKJ15njNmzcPycnJWLp0qcH1WLhwIQ4dOoScnByTmoqKCjDG6tTLHF1MTAzXmhBiuXDhAvz9/TFz5kxh51OJPWTJ1wDtbX6q92NERATS0tKwb98+9O/fHzY2NgDuP8X6yJEjiIyMRFRUFBhjsrrg4GAwxoR4KZW5evVqTJo0CV9//TUkSUKLFi0AALdu3QJjDCNHjkR8fDx9HFwhfvvtNzz//PMmH5ZoyZm8Xkocp6VCTUor5fr16+jfv7/R10NDQ6HVamU1M2fOBGNMmE505po1a+Dr66u/+fPDlJSUAACOHz8uq+H1spbMmzdvwsfHx6AGAHx8fFBVVSWrKSgoAGNMVnf37l3cu3dP/0vqw1T/QN+zZw9efPFFYTq1Z9b1eRJ9PouLi9G6dWujXq6urigtLQVjTFan0+m4vLKysjBixAi0a9fOoC4vLw+XL1/m0mVnZ6NLly5CvJTIVHv9ly9f5m5m8jT0eZvwSjT+RWeaGiIA9WeQwzMI4R1wiByW8Hjx6gYPHmxy+KKGYYOlZvKixMBN5B6y5GuAZ7BI+7Em27dvx759+9CrV68aX7exscGAAQOQmJiIwYMHA4Csrk+fPvj++++FeCmVydPMbNGihckmZfXvrdUNThE6nU5nUqeUl+hMXiw1kxAPNSmtlOeeew4bN27EsmXLDL6emJiIhg0bymq8vLwAQJhOdGZJSQmmT5+ON99806AuIyMDfn5+spqAgAC0b99emK4+ZHbv3h1Lly7Fxo0bYWtb80dJVVUVYmJi0LRpU1lN9+7dwRiT1Tk6OmL48OEYP3680br27t0LT09PYbrdu3erPrOuz5Po8xkSEoJZs2bhq6++QsuWLWtoCgoKMHfuXISEhIAxJqtr1aoVl1d+fj4CAwMxZcoUo7UlJCTA29tbVhcfHy/MS4lMtdefkJDA3czkaejzNuGVaPyLzrSWQQ7PIIR3wCFyWMLjxaurrKxU/bDBkjN5GlFKDNxE7iFLvgYseW9Y6n7U6XSwt7c3qrO3t4dOp9P/b1M6xpgwL6UyeZq2wcHBmDp1qtF/P69du4bFixejvLwcU6ZMEaKLjo7GuHHjLM5LdCZvI9CSM0U2gAlqUlotK1euxODBg5GSkoL+/fvX+AjFkSNHcOXKFXz66adYsGCBSc2+ffug0+lkvXh1ojPj4+ORnp5utOEmSRIAyGoYY+jWrZswXX3IXLduHcLCwuDi4oK+ffvWOAcnTpyAvb09EhMTMXXqVJOaQ4cOQafTyXr1798fZ8+eNdrUcnBwgLu7OwICAoTpGjdurPrMuj5Pos9nXFwcBg0aBFdXV/j4+NTw+uWXX+Dl5YW9e/cCgKxuz549mDBhgqzXihUrcOnSJYN1AUCTJk3Qt29fdOnSRVbn5uYmzEuJTLXX37dvXxQXF3M1M3ka+rxNeCUa/6IzCwsLrWKQwzMI4R1wiByW8Hjx6po1a6b6YYMlZ/I0opQYuIncQ5Z8DfAMFmk/3qd6Pw4ePBgTJ07Exo0b4efnV0Nz7tw5TJkyBUOGDAFjTFZX/c5WEV5KZe7Zs0e2mWljY4M2bdogPDzcoCYzMxOLFy+Gr6+vMF10dLRFeonO5G2MWnKmyAYwQU1KqyUkJATnz5/HZ599htOnTyM/Px8A4OLigoEDB2Ly5Mlo27Ythg4dKqsBwOXFqxOZ2bFjR5SXlxtdh65duyIvL09Wo9PpkJ+fL0xXHzIB4PLly9iyZQtOnz6NK1euALh/Dj766COMGjUKTZs2xYABA2Q1PF4ODg4mJ0yenp7IyclBeXm5MF1BQYHqM4G6PU+izydw/xeAgwcP1rjWe/TogU8++QQDBgyARqPh1vFo1qxZY7QuAHj22WeRmppqUlOt+/PPP4V5KZGp9vpTU1MRFRXF1cxcs2aNsCa8Eo1/0ZkrV660ikEOzyCEd8ABiBuW8Hjx6l599VXVDxssNbNx48ZcDSYlBm48Xkpkiq6fZ7BI+/E+1ftx3bp1GDVqFAICAtC8eXM4OzsDuH+LoNu3byMsLAzr1q0DY0xW980332DKlClCvJTMlGtment74/bt20bXv0WLFhgzZgw6dOggTOfv72+RXqIzL1++zNVYfPnlly0y09nZWWgDmAAkxnt3cYIgCIIgiHpMcXGxvrn+4PArKCioRhOeRyfSS4nM6kGIqXtw8WhE60RnAvc/+vjw8KJ6PaqHFzwaJbzM0RHiiYqK0j/M0RC///47JkyYgNTUVNXvIUv1Iv6LOfsRALKzs3Hq1Klaa9u5c+ca38ejE+lV15mFhYUYNWoUDh48aLSZuXXrVjg5ORlcV+Lx+OSTT6DVahEdHW3w9T/++AMffPABkpKSLDKT16tDhw51fpxqhZqUVk5lZSUuXLig/6Ht6uoKT09P2NnZmaURrXvSmS4uLvDy8jKZaUgjWlcfMo2h1WqRl5cHd3f3x9Lw6iorK5GbmyvrJVKnpsz8/Hz8+OOPNa6VHj16wMXFRf89PBrRuoc1Li4uCAwMrOVljNLSUqSnp6Nv376PrRPpZS2Zaq+fIAiCIAgC4G96EgTxZKEmpZWi0+nwwQcfYP369SgqKqrxWrNmzTB16lRER0dj0aJFJjXVb0mW8+LVUaZ6MuWm15mZmfD39zf5kV4ejRJe9Snzzp07mDRpEr7++mtIkqS/afOtW7fAGMPIkSOxatUqTJ8+3aQmPj4ejDFZL14db6bcu6Cs7XxaWqba6wdqNzOfZBNeica/6ExDgwTeYYNInehMY1DjnzIfV/cgaWlptZogvXr1Qvfu3c3WifRSIrMu6g8KCkKPHj3M0ojWKZH5uBQWFmLPnj0YM2bMY+tEeimVyYPaj9OS6+fFUjOJR4ARVsns2bNZq1atWFxcHMvJyWFlZWWsrKyM5eTksPj4eObs7Mx69Oghq5kzZw6XF6+OMtWTKUdGRgbTaDSPrVHCqz5ljh8/nnXo0IGlpKSwyspK/euVlZXs4MGDrGPHjqxjx46ymgkTJnB58ep4M0WsGa9ODefT0jLVXv+DupKSEjZ69GhmY2PDbG1tmbOzM3N2dma2trbMxsaGvfnmm6y0tJRLd/PmTWFelPlkMy1tT9ana4oyGSspKWHHjx9nN27cYMHBwUySJObh4cF69OjBevTowTw8PJgkSSw4OJjduHGDS3f+/HlhXkpkqr1+S868ceMGY4yxH3/8ka1evZrNmzePzZs3j61evZr9+OOPsnv6SVwD9eFav3XrFtu0aVOdZtK/Pf+FZ/0tOZPXi1dnDdCDc6yUzZs348svv0RYWFiNr1c/Lc3DwwODBg3C/v37TWrGjBkDSZJkvXh1lKmezMOHD8MUd+/ehU6ng7+/v0kNAJOaJ+FlTZnbt2/Hvn370KtXrxqv29jYYMCAAUhMTESfPn3w/fffm9QMHjwYAGS9eHW8mdu3bzd5nNXvkqt+J6YpnU6nM6kzx8taMtVevzlERUUhLS0N+/btQ//+/WFjY6P3OXLkCCIjIxEVFQXGmKwuODgYjDEhXpT5ZDMTEhLM2icEYQ6//fYbnn/+ebzyyiuoqqrCxYsX0alTpxqaS5cuYdy4cXj33XfBGJPVhYWFwd3dXYiXEplqr9+SM8ePH4/bt2/jhx9+gLu7e42HDU2fPh29e/fG9u3b0aBBA5iiuLgYAHDnzh1ZHWPMpM4cL6Uy5bh+/TrGjh2LYcOGCcus6+O05PMkx/Xr1xEREWFy/ZXM5PWSe7clr84aoCallVJcXIzWrVsbfd3V1RU6nU5WU1paCsaYMB1lqiczKysLI0aMQLt27Qzq8vLykJ2djS5dupjUXL58uc69rClTp9PB3t7eoAYA7O3twRiT1VQ/0V2UjjezsrISU6ZMgY+Pj0HdtWvXsHjxYpSXl8vqoqOjMW7cOCFe1pKp9voXL17M3czkaeiLbsLzeFHmk83kGYRQ458yTel4OHjwIE6cOFGruQQAnTp1wtq1axESEgIAsrpu3bphz549QryUyFR7/ZacGRgYiB49esg2PLdv3w5Jkmr5VMMYgyRJcHJyktUxxtC8eXMhXkpl8jbc1Hycllw/b2PUUjMB001b0U1za4CalFZKSEgIZs2aha+++gotW7as8VpBQQHmzp2LVq1ayWpCQkLAGBOmo0z1ZObn5yMwMBBTpkyBITIyMhAfHy+rSUhIgLe3d516WVPm4MGDMXHiRGzcuBF+fn41NOfOncOUKVP075I1pRkyZAgYY8J0vJk5OTlo06YNwsPDDR5nZmYmFi9eDF9fX1lddHS0MC9ryVR7/eY0M3ka+qKb8DxelPlkM3kGIdT4p0xTmTyNUQcHB9k/Yh0cHADI/7Er9we2OV5KZKq9fkvOrKqqwvr162Ubnk2aNMGCBQsQGBho0OvXX3/FpEmTuHRvv/02Pv30UyFeSmXyNqLUfJyWfJ54G6OWnCmyAUxQk9JqiYuLw6BBg+Dq6gofH58aHwf45Zdf4OXlhT179mDChAkmNXv37gUAWS9eHWWqJ3PFihW4dOmS0T3WpEkTuLm5yWr69u2LLl261KmXNWWuW7cOo0aNQkBAAJo3bw5nZ2cAwM2bN3H79m2EhYXhm2++wZQpU0xq1q1bB8aYrBevjjdzw4YNuH37ttHjbNGiBcaMGYMOHTrI6vz9/YV5WUum2usfM2YMLl++zNXM5Gnoi27CK9H4p0zzByHU+KdMU5k8jdF//etfCA8PR2xsLEJDQ9G0aVMA95tOR44cwYwZMzBy5EjodDpZnbe3tzAvJTLVXr8lZzZo0ICr4Vm9X/v162dQ5+TkBMaY/tZCpnTViPBSKpO3ESUys66PU6SX6EzexqglZ4psABPUpLRa2rRpg8zMTBw8eBCnT5/WPyGuR48e+OSTTzBgwABoNBouDQChOspUR+aaNWtM7rFnn30Wf/75p6wmNTXVpOZJeFlb5oEDB5CdnW3waZCdO3fm1ojW8Wj+/e9/mzzONm3aICkpSXY92rRpg/T0dGFe1pKp9vqTkpLwySefcDUzV61aVedNeCUa/5Rp/iCEGv+UaUzn7OzM1fBctWoVdDodRowYgcrKSv27fCsqKmBra4vx48djxYoVACCrW7p0KebOnSvES4lMtddvyZm8Dc8uXbro711uCBcXF0RHR6N169ayuiFDhpi8x6U5XkplHjt2DIB8I0rNx2nJ54ln/av/TbfEzLZt23J58TaACUBitBIEQRAEQRAAgIsXL9YY0BhqwvPqRHpR5pPNJIhH4ZNPPoFWq0V0dLTB1//44w988MEH+sHKnTt3kJ6eXmM/BgQE6JtJ1fDoRHopkan2+i0xs7y8HNOmTUNiYqLRRmZsbKz+4+PEfRISEnD37l289957Bl+/ceMG4uLijF7nxOOhxPqLzOT1qm7s0j6Th5qUVk5aWlqtdzH16tUL3bt3N0sjWkeZ6s4MCgpCjx49zNIo4WVNmcYoLCzEnj17TD5JjkcjWkeZ6shUe/0EQRAEUd/gbXgSBEFYItSktFJu3ryJ4cOH44cffoC7u3uN+w5ev34dvXv3RlxcHCZPnmxSU/1UTDkvXh1lUmZ9rV+pzOqPOBojMzMT/v7+Jp9SyqMRraNMdWSqvX6gZjOzoqICO3fuNDigGTp0aI13pcjpRHpRZv3KVHv9lFlb97jcuHED8fHx+OCDDx5bJ9JLiUy112/Jmbyo/TjVvma8Okv1Ep3Ji6VmEuZDTUor5bXXXkNubi6SkpJqPQHu0qVLGDduHK5duwZ3d3eTmtatW4MxJuvFq6NMyqyv9SuVuXHjRpji559/Rt++fU3ed+vnn39Gv379UFhYKOvFq6NMdWSqvf5+/fpxNzMvXbqEsLAw5ObmIjAwsEbj/8cff8TTTz+NAwcOAICsLi4uDhMnThTiRZn1K1Pt9VNmbZ27u/tjNzIteZBDw6/6k8nbUFH7cYrO5Fk3tR+nJdcvct8qkalE01ztUJPSSmnSpAlOnDhR64mX1aSnp6Nbt244e/asSU1ISAgAyHrx6iiTMutr/UpllpaWQpIkgxoAYIyBMaZ/aJIxjSRJ+v8rQkeZ6shUe/2SJHE3M1944QU4Ojpi8+bNBu8BNmbMGNy9exc6nU5W991336FPnz5CvCizfmWqvX7KrKn7v//7P+Tm5so2MsvKymCK7OxsjBw5EufOnZPVjRgxAhkZGUK8lMhUe/2WnDly5EiuBo3aj1N0Jk/Dzc/PT9XHacnnibfhaamZvNedqAawNUBP97ZSHBwccOfOHaOvFxcXQ5IkWU31jZdF6SiTMutr/UplajQaLFiwAIGBgQZ1v/76K95++218+umnJjWTJk1CkyZNZL14dZSpjky11z9p0iQ4OTlxNTN/+OEHpKWlGbxnV9OmTfHhhx/qs+R0Xbp0wUcffSTEizLrV6ba66fMmjpfX18MGTIE586dM9rIfPfdd3H48GH9cOVhHhy6+Pr6yuoYY/Dz8xPipUSm2uu35Ezg/uDNGJcuXQIA1R+n6ExTawbcXze1H6cl18+z/gDfvlUiE+C77ngzCWpSWi3/+te/EB4ejtjYWISGhup/sbpz5w6OHDmCGTNmwNvbW1YzcuRI6HQ6YTrKpMz6Wr9SmefPnwcA9OvXz+DPAicnJ/3/NqVhjMHf31+YjjLVkan2+hljZjUzr169Cm9vb4O6q1ev6uuT02k0GmFelFm/MtVeP2XW1Ol0Oq7GaIsWLbBs2TKEhoYa9Lpw4QKGDBnCpXv55ZeRkJAgxEuJTLXXb+mZPA2a+nCcIjN5G1FqPk5LPk+8jVFLzhTZACaoSWm1rFq1CjqdDiNGjEBlZWWNG4Tb2tpi/PjxWLp0KebOnWtSs2LFCgCQ9eLVUSZl1tf6lcrcvHmzyY+Zubi4YMiQIfp3ZxrTREdHo3Xr1rJevDrKVEem2uuPjo7GsWPHAMg3MydMmIAxY8Zg4cKFCA0NrfGxzSNHjuCjjz5CZGQkdDqdrC44OFiYF2XWr0y110+ZNXWNGzfmanj6+PggNzcXHh4eBnW3b98GYwwBAQGyOgDCvJTIVHv9lp7J06CpD8cpMpO3EaXm4xTpJTqTtzFqyZkiG8AEAEZYNUVFRezo0aNs69atbOvWrezo0aOsqKjIbI1oHWVSZn2tX6lMgrBWPv/8c7Z69Wqjr+fn57NFixYxxhhbunQpc3V1ZZIkMY1GwzQaDZMkibm6urKYmBj99/DoRHpRZv3KVHv9lPlf3cKFC1nz5s3ZqlWrWGZmJsvPz2f5+fksMzOTrVq1irVo0YJFR0ezHTt2sC+//JIZ49atWyw5OZlLFxkZKcxLiUy112/Jmd7e3uzDDz80qsnIyGCSJKn+OEVnDhgwQHbdAKj6OC35PPGsP+++VSKT97rjzSQYowfnWDEFBQVITEw0+DTCsWPHolWrVlwaXi/KpExL8qJMyqRM66j/UcjJyanh165du0fWifSizPqVqfb6KfM+MTExWLNmDfLz8/Uf1WOMwcXFBdOmTcOcOXMMehKEaL799luUlpbizTffNPh6YWEhdu/ejfDw8DquzLKhdVMWJdZfZCavV9OmTWmfcUJNSivlzJkzCAsLQ6NGjdC/f/9aH2EpKyvDqlWrMH36dJOagwcPgjEm68Wro0zKrK/1UyZlqjFT7fUfPHgQ3bp1E9LM/OOPPxAdHY3ExMTH1on0osz6lan2+q05k7fh+aRrU/vaqr1+S87kRe3HqfY149VZqpfoTF4sNZN4BJ70WzUJyyQwMJBNnDiR6XS6Wq/pdDo2ceJE1rhxY1lNz549ubx4dZRJmfW1fsqkTDVmqr3+nj17srS0NNa8eXPm5ubGwsPD2Zw5c9icOXNYeHg4e/rpp1mLFi3YmTNnank8TEZGBtNoNEJ0Ir0os35lqr1+yqzJ9evXWURERJ1mqn1t1V6/JWfSfnw0Hc+6qf04Lbl+kftWiUxeL16dNUAPzrFSMjMzkZycbPAJUpIkYfr06fj8888xffp0kxo/Pz8AkPXi1VEmZdbX+imTMtWYqfb6/fz8EBkZiddffx1xcXG1tIwxTJ48GZGRkZg/f34tnwe5cuUKAGD37t2yOsaYSZ05XpRZvzLVXj9l1taZ4tatW9i0aROGDRsmLFPta6v2+i05Uw7aj4Z1cty6dQvJyckm183Sj9OSz5Mc5uxbJTJ5veTebcmrswaoSWmluLi4IC0tDZ07dzb4elpaGmxsbGQ1Tz31FCRJEqajTMqsr/VTJmWqMVPt9T/11FNcQzk/Pz8MGzYMkiSBmbgLjiRJXDrGGF555RUhXpRZvzLVXj9l1obnD2K1HyddA+rIBGg/Pkomb8NNzcdpyfXzNkYtNRPgu+5ENc2tAqPvsSTqNevWrWMODg7svffeY7t27WKnT59mp0+fZrt27WLvvfcea9iwIXvjjTdkNevXr+fy4tVRJmXW1/opkzLVmKn2+tevX8/atm3LNm3aZPTfw02bNjEPDw/WunVrtnPnTqO6c+fOMY1Gw6UDIMyLMutXptrrp8zamdVP/Db2X305Tkv0oszambQfzc+sXhdT66b247Tk+nnW39Izebx4MwnGqElpxXz99dcsMDCQ2dra6i8MW1tbFhgYyLZt28atEa2jTMqsr/VTJmWqMVPt9fM2M4cMGcIWLlzIjJGRkcEkSeLSARDmRZn1K1Pt9VNm7UyeP4jrw3Faohdl1s6k/Wh+Jm8jSs3Hacn18zZGLTlTZAOYYIye7k1Aq9WioKAAANCyZUvY2dk9kka0jjIps77WT5mUqcZMNde/bds2xMbGIj09HVVVVQAAGxsbBAQEYMaMGXjjjTfw3XffobS0FC+99JLBjNLSUvz000/QaDSyusTERHTo0EGIF2XWr0y110+ZNXUDBgxAaGgolixZYlCTmZkJPz8/HD9+XNXHSdeAOjJpPz5a5sqVK+Hr62ty3Xx9fXHgwAHVHqclnyee9efdt0pk8l53gwcP5srU6XQGX7cmqElJEARBEIRVwNv0JAiC4IF3uNGvX786roywRmg/Phq0bsqixPqLzBQ55KZ9dh9qUhIEQRAEQRAEQRAEQRAEoSgapQsgCIIgCIIgCIIgCIIgCMK6oSYlQRAEQRAEQRAEQRAEQRCKQk1KgiAIgiAIgiAIgiAIgiAUhZqUBEEQBEEQVogkSZAkyezvCwkJgSRJOHbsmPiingBXr16FJElo27at0qUQBEEQBEEQJqAmJUEQBEEQBPHYLFq0CJIkYdGiRUL8qLlIEARBEARhXdgqXQBBEARBEAShHjZv3oyysjK4u7srXQoXbm5uuHjxIuzs7JQuhSAIgiAIgjABNSkJgiAIgiAIbtTSnKzGzs4OnTt3VroMgiAIgiAIQgb6uDdBEARBEISVk5CQgICAADg6OsLJyQmDBg3C6dOnDWoN3ZNSkiQsXrwYALB48WL9/S4lScLYsWP1ury8PERFRaFjx45o0KABGjVqhDZt2iA0NBQrVqzQ68aOHYt27doBAK5du1bD78H7aD74EfPr169j/PjxaNOmDezs7PS5pj42/qDf9u3bERwcjKZNm8LR0RG9e/fG/v37ja7ZtWvXMHbsWLi4uKBBgwbo0KEDoqOjce/ePaP37SwqKsL7778PHx8fODo6wsHBAa1bt0bv3r3xwQcfQKvVGs0jCIIgCIKo79A7KQmCIAiCIKyYGTNmYPXq1ejduzeGDh2KX375BQcOHMDhw4fxv//7v3jllVdkPcLDw5GRkYHMzEx07doVvr6++teCg4MBAPn5+ejWrRtyc3Ph7u6Ol156CQ0aNEBubi4yMjKQnp6OWbNm6b+npKQE27dvh6OjI1577TWT+b/++iv8/Pxgb2+P3r17gzGGli1bcq9BdHQ0PvzwQ/Tq1QuDBg1CdnY2Tp48icGDB2P79u211iArKwv9+vVDQUEBWrdujaFDh6K0tBQrV67E0aNHodPpamWUlZUhODgY58+fR6tWrRAaGgpHR0fk5+fr82bMmAEnJyfuugmCIAiCIOoT1KQkCIIgCIKwYuLi4vCf//wHL7zwgv5ry5cvx5w5cxAREYHevXvD2dnZpEdycjIWLVqEzMxMDBs2zODDcz7//HPk5uZi4sSJiIuLq/GOSK1WixMnTuj//wkTJqB///7Yvn07WrZsieTkZJP5W7duxZtvvokvvvgCDg4OfAf+AGvXrsWpU6cQGBio/9qiRYuwePFizJs3r1aT8q233kJBQQFGjBiB5ORkfeZff/2F0NBQXLp0qVbGN998g/Pnz2PgwIHYtWtXjXtk6nQ6fPfdd2jUqJHZtRMEQRAEQdQX6OPeBEEQBEEQVsykSZNqNCgBYPbs2ejWrRuKiorwxRdfCMm5ceMGAOCll16q0aAE7t83MjQ09JG9W7RogXXr1j1SgxIAlixZUqNBCQDz589Hs2bNcPnyZfzxxx/6r3/33Xc4e/YsGjdujPXr19fIdHNzw8qVKw1mVB//iy++WOshPhqNBv369YO9vf0j1U8QBEEQBFEfoCYlQRAEQRCEFRMeHm7w62PGjAGAWvdVfFR69OgBAJg3bx527NiBkpISIb4A0L9/fzRr1uyRv3/IkCG1vubg4IBnnnkGwP13SFZz/PhxAPebrS1atKj1fS+//LLBj2x3794dALBs2TJs3rwZt27deuR6CYIgCIIg6iPUpCQIgiAIgrBiqh9QY+zrf/75p5Cct956C6NHj8bly5cxfPhwODk5oUuXLnjnnXdw9OjRx/I29FAcczD2xPKmTZsCAO7du6f/WvV6mMr08PCo9bWQkBDMnTsXN2/eRHh4OFq2bIlOnTph3Lhx2LVrl8H7WBIEQRAEQVgT1KQkCIIgCIIgjMIYE+Kj0WiwZcsWXLhwAcuWLcPgwYORl5eHzz77DKGhofjnP/+JqqqqR/Ju2LDhY9dmLg9/ZJ3ntaVLl+L333/H2rVr8frrr6O0tBRJSUkYNmwYevbsidLSUrPrIAiCIAiCqC9Qk5IgCIIgCMKKycnJMfj1q1evAgCefvppoXleXl6YPXs2du7ciZs3b+I///kPnJ2dsWfPHmzevFlo1pPAzc0NwH/XxxDXrl0z+lrbtm0RGRmJbdu24c8//0RaWho6duyIM2fOYNmyZaLLJQiCIAiCUA3UpCQIgiAIgrBivvzyS5NfDwkJ4fKpfuhLZWUld7YkSQgNDcWoUaMAABkZGY/lVxf07dsXAJCSkoLCwsJarx84cMDg143RvXt3vPPOOwBqHj9BEARBEIS1QU1KgiAIgiAIK+azzz6r9XCc2NhYpKWloUmTJhg/fjyXT/U7Li9cuGDw9c2bNyM9Pb3W14uLi/X5D97LsVWrVrC3t0d+fr5FPWSmb9++6Nq1K4qLixEZGYmKigr9a7m5uZg5c6bB7/v2229x4sSJWvee1Gq1SElJAWD4XpYEQRAEQRDWgq3SBRAEQRAEQRDKMWnSJLzwwgvo06cP3NzccP78efzyyy+wsbFBYmIiXFxcuHzCwsLg6OiInTt3Ijg4GB06dICNjQ169+6NiIgI7NixA+Hh4WjdujV8fX3RvHlzFBYW4ocffkBRURG8vb3x9ttv6/3s7Ozwz3/+E9988w18fX0RHByMRo0aAQC++OKLJ7IWPEiShC1btqBfv3746quvcOzYMfTu3RtlZWVITU2Fr68vgoKCcOrUKf27QYH7TwVfs2YNWrZsCT8/Pzg7O6O4uBinT5/GzZs34ebmhjlz5ih2XARBEARBEEpDTUqCIAiCIAgrJjY2Fp06dUJ8fDzOnDkDOzs7vPTSS1i4cCF69erF7fPUU0/hwIEDWLJkCdLT03Hq1CnodDpUVlYiIiICM2fORLt27XDy5EmcPXsWt27dQosWLeDl5YVRo0YhIiICjo6ONTzj4+Pxj3/8AwcOHMA333wDrVYLQNkmJQB4e3sjPT0dH3zwAQ4ePIidO3eiTZs2iIqKwvvvvw9vb28AQMuWLfXfM3bsWDRs2BDff/89srKycPz4cTRr1gzu7u6YNm0aJk6ciH/84x9KHRJBEARBEITiSEzUIxsJgiAIgiAIwsrJyclB+/bt0aRJE9y6deuRnhxOEARBEARhjdBvTQRBEARBEARhBqWlpQbvvXnt2jWMHj0aOp0O4eHh1KAkCIIgCIIwA3onJUEQBEEQBEGYwdWrV9GuXTs8++yz6NixI5o2bYrr16/j7NmzKC8vR9euXXHixAk0bdpU6VIJgiAIgiBUAzUpCYIgCIIgCMIMSkpKsHjxYhw9ehTXr1/H7du30ahRI3Tq1AnDhw9HZGSk/iE/BEEQBEEQBB/UpCQIgiAIgiAIgiAIgiAIQlHoRjkEQRAEQRAEQRAEQRAEQSgKNSkJgiAIgiAIgiAIgiAIglAUalISBEEQBEEQBEEQBEEQBKEo1KQkCIIgCIIgCIIgCIIgCEJRqElJEARBEARBEARBEARBEISiUJOSIAiCIAiCIAiCIAiCIAhFoSYlQRAEQRAEQRAEQRAEQRCKQk1KgiAIgiAIgiAIgiAIgiAUhZqUBEEQBEEQBEEQBEEQBEEoyv8Du4UNwm0zvicAAAAASUVORK5CYII=", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA7EAAAGNCAYAAADHBPamAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAAsTAAALEwEAmpwYAABiZElEQVR4nO3deZgtVXWw8XcBgigyIw6IqCCgUVFxSFTAAXEKOMUJBZFIElFjNBEcYtQ4fzGiMWpQBBwiGidwQhAFR9SLigOKF1EQFbgqOIuA6/tjV3NP16nqe6q7znTv+3ue+9zudap3rRrO6d67qtaOzESSJEmSpHmw0bQTkCRJkiRpVHZiJUmSJElzw06sJEmSJGlu2ImVJEmSJM0NO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5oadWEmSJEnS3LATK0nShETEfhGREfHkaeciSdK8shMrSdqgRMQNIuJZEfG5iPhlRFwdEZdFxMcj4skRscm0c5wVEXHbiHhpRJwdEWsi4jcR8Y2IeEFE3HC5y0qStBL+opYkbTAiYlfgY8BtgU8BrwR+DtwYeABwPHA74LnTynHGPAU4EjgFeDdwNXBf4GXAYyLinpn5h2UsK0nSstmJlSRtECJic+CjwK2BR2XmB2uLvDoi7gbcbeLJza73A6/MzF8NxN4SEauBFwCHA29cxrKSJC2btxNLkjYUfwvsDry2oQMLQGZ+NTPfFBGPqJ5dfWrTchHxnYi4ICJiILZpRDy3uoX29xHxq4hYFRFPX1diEbFZRDy/avePEXFlRHwkIu683I3tQ2auqnVKF7y3+v8vlrOsJEkr4ZVYSdKG4tHV/8eOsOxHgEspt8i+dfCFiLgn5ZbjF2RmVrFNgU8C+wGnAe8C/gjcAXgkS1yBjIjrAacCfwW8s1p2K+CpwBciYp/MXDXSFpb2NgK2HXV54JeZ+ecOywPsVP1/Wc/LSpK0TnZiJUkbir8Afp2ZF65rwcy8JiKOB54XEbfLzPMGXj4cuBY4YSD2LEoH9pWZ+fzBtqpO5VKeXv3sgzLzkwM/9ybg28B/VK+Pamfghx2WvxXwo1EXjoiNgX8FrgH+t69lJUkalZ1YSdKGYku6XQ18K3A0pdP6HICqyu5jgU9k5k8Hlj0YuAJ4ab2REa5yPhH4HnBORGxfe+104NCI2LxDUaRLgf1HXHZh+S6OAf4SeH5mnt/jspIkjcROrCRpQ/Fr4EajLpyZP4yITwFPioijM/Nq4DFVG2+rLb4b8I3M/OMy8toT2BxYs8Qy2wM/HqWxKodPLSOPdYqIf6dcOT42M1/Z17KSJHVhJ1aStKH4NrBPRNx6lFuKK8cC/wccCHyAclX2Uso0PX0J4FvAs5dYZqkO7uLGyi28O3RY/5rMvHaEdl8MvJAyDdHf97WsJEld2YmVJG0oPgDsQ6lS/Px1LLvgZOBy4PCI+DZwL+DVmXlNbbnvA3tExGaZeVXHvFZTOp2fXkaBpSa3oOdnYqtO6b8BJwJ/u1DQaqXLSpK0HE6xI0naULwNOB/454g4qGmBiLhrRDxt4fvqFuITgAMoHTOA4xp+9N3ANpSrj/U2Y3jxRd4B3ISWK7ERseM6fr5u4ZnYUf8t+UxsRLyIsu3vBJ6yVEe7y7KSJC1XOEAqSdpQRMSulFuBb0uZCud04BeUK6H3pXRWX5OZR9d+5vuU237Pysz9GtrdlPIc6n0oU+2cRpli5/bA7pn5gGq5/YDPAIdl5glV7HrAR4EHAp8APk15fndn4P7AHzPzvr3thA4i4kjKlD8XU6oM1zull2Xm6V2XlSRpJbydWJK0wcjMCyLizsDfAY8CXgBsAfwSWAUcSm0qmOpnPgPcj+arsGTmnyLigZQqxk8AXkHpxK6mPBe6VE5XR8RDgacBTwJeUr30U+ArlNtyp+Vu1f87t+RxFmUgoOuykiQtm1diJUlah4j4OGWqmJt1mOpGkiSNgc/ESpK0hOp24gOAd9mBlSRp+rwSK0lSg4i4B2UO12dW/++ZmT+aalKSJMkrsZIktfgH4O3AlsDBdmAlSZoNXomVJEmSJM2Nua1OvP322+cuu+wy7TQkSZIkSWNwzjnn/Dwzd6jH57YTu8suu7Bq1apppyFJkiRJGoOIuKgp7jOxkiRJkqS5YSdWkiRJkjQ37MRKkiRJkuaGnVhJkiRJ0tywEytJkiRJmht2YiVJkiRJc8NOrCRJkiRpbtiJlSRJkiTNDTuxkiRJkqS5YSdWkiRJkjQ37MRKkiRJkubGJtNOQJIkSVpSxHAsc/J5SJoJXomVJEmSJM0NO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5oadWEmSJEnS3LATK0mSJEmaG06xI0mSJEnzZAOfdsorsZIkSZKkuWEnVpIkSZI0N+zESpIkSZLmhp1YSZIkSdLcsBMrSZIkSZobdmIlSZIkSXNjop3YiNg9Ir4x8O/XEfGsiNg2Ik6PiNXV/9tMMi9JkiRJ0nyYaCc2M8/PzL0ycy/grsDvgQ8BRwNnZOZuwBnV95IkSZIkLTLN24nvD/wgMy8CDgJOrOInAg+fVlKSJEmSpNk1zU7s44D3VF/vmJk/q76+FNhxOilJkiRJkmbZVDqxEbEpcCDwf/XXMjOBbPm5IyJiVUSsWrNmzZizlCRJkiTNmmldiX0w8LXMvKz6/rKIuClA9f/lTT+Umcdm5t6ZufcOO+wwoVQlSZIkSbNiWp3Yx7P2VmKAU4BDq68PBU6eeEaSJEmSpJk38U5sRNwQ2B/44ED4VcD+EbEaeED1vSRJkiRJi2wy6RVm5u+A7WqxX1CqFUuSJEmS1Gqa1YklSZIkSerETqwkSZIkaW7YiZUkSZIkzQ07sZIkSZKkuWEnVpIkSZI0N+zESpIkSZLmhp1YSZIkSdLcsBMrSZIkSZobdmIlSZIkSXPDTqwkSZIkaW7YiZUkSZIkzQ07sZIkSZKkuWEnVpIkSZI0N+zESpIkSZLmhp1YSZIkSdLcsBMrSZIkSZobdmIlSZIkSXPDTqwkSZIkaW7YiZUkSZIkzY1Npp2AJEnSzIgYjmVOPg9JUiuvxEqSJEmS5oadWEmSJEnS3LATK0mSJEmaG3ZiJUmSJElzw06sJEmSJGlu2ImVJEmSJM2NiXdiI2LriHh/RHwvIr4bEX8ZEdtGxOkRsbr6f5tJ5yVJkiRJmn3TuBL7euDUzNwDuBPwXeBo4IzM3A04o/pekiRJkqRFJtqJjYitgH2A4wAy80+ZeSVwEHBitdiJwMMnmZckSZIkaT5M+krsrYA1wPER8fWIeFtE3BDYMTN/Vi1zKbBj0w9HxBERsSoiVq1Zs2ZCKUvSDIoY/idJkrQBmHQndhPgLsCbM/POwO+o3TqcmQlk0w9n5rGZuXdm7r3DDjuMPVlJkiRJ0myZdCf2EuCSzPxy9f37KZ3ayyLipgDV/5dPOC9JkiRJ0hyYaCc2My8FfhwRu1eh+wPnAacAh1axQ4GTJ5mXJEmSJGk+bDKFdT4DeHdEbApcCBxG6Uy/LyIOBy4CHjOFvCRJkiRJM27indjM/Aawd8NL959wKpIkSZKkOTONeWIlSZIkSVoWO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5oadWEmSJEnS3LATK0mSJEmaG3ZiJUmSJElzw06sJEmSJGlu2ImVJEmSJM0NO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5oadWEmSJEnS3LATK0mSJEmaG3ZiJUmSJElzw06sJEmSJGlu2ImVJEmSJM0NO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5oadWEmSJEnS3LATK0mSJEmaG3ZiJUmSJElzw06sJEmSJGlu2ImVJEmSJM2NTSa9woj4EfAb4FrgmszcOyK2Bd4L7AL8CHhMZl4x6dwkSZIkSbNtWldi75uZe2Xm3tX3RwNnZOZuwBnV95IkSZIkLTIrtxMfBJxYfX0i8PDppSJJkiRJmlXT6MQmcFpEnBMRR1SxHTPzZ9XXlwI7TiEvSZIkSdKMm/gzscC9M/MnEXFj4PSI+N7gi5mZEZFNP1h1eo8A2HnnncefqSRJkiRppkz8Smxm/qT6/3LgQ8Ddgcsi4qYA1f+Xt/zssZm5d2buvcMOO0wqZUmSJEnSjJhoJzYibhgRN1r4Gngg8G3gFODQarFDgZMnmZckSZIkaT5M+nbiHYEPRcTCuv83M0+NiK8C74uIw4GLgMdMOC9JkiRJ66PS91grG59c1ByZaCc2My8E7tQQ/wVw/0nmIkmSJEmaP7MyxY4kSZIkSetkJ1aSJEmSNDfsxEqSJEmS5oadWEmSJEnS3LATK0mSJEmaG3ZiJUmSJElzw06sJEmSJGlu2ImVJEmSJM2NkTuxEXHbiLj7wPebR8QrI+IjEfH08aQnSZIkSdJaXa7EvhF49MD3LweeA9wMeF1EHNlnYpIkSZIk1XXpxN4J+AJARGwEHAIclZl3BV4GHNF/epIkSZIkrdWlE7sV8Ivq6zsD2wDvr74/E7h1f2lJkiRJkjSsSyf2MmDX6usHAj/IzB9X328BXNNnYpIkSZIk1W3SYdlTgFdGxF8ATwb+Z+C1OwAX9piXJEmSJElDunRijwauDxxA6dC+fOC1A4HTe8xLkiRJkqQhI3diM/N3wFNbXvur3jKSJEmSJKlFl3liL4yIO7W89hcR4e3EkiRJkqSx6lLYaRdgs5bXrg/ccsXZSJIkSZK0hC6dWIBsie8NXLmyVCRJkiRJWtqSz8RGxD8B/1R9m8BHIuJPtcU2B7YFTuo/PWmZIoZj2TYGI0mSJGlerKuw04XAGdXXhwKrgDW1Za4CzgPe1m9qkiRJkiQttmQnNjNPBk4GiHJl66WZ+cMJ5CVJkiRJ0pAuU+wcNs5EJEmSJGm94KNtYzVyJxYgIm4NPAbYmVKReFBm5uF9JSZJkiRJUt3IndiIeDjwPkpF48spz8IOcmhBkiRJkjRWXa7E/jtwJnBwZtaLO0mSJEmSNHZd5om9NfAffXRgI2LjiPh6RHy0+v5WEfHliLggIt4bEZuudB2SJEmSpPVPl07s94DtelrvPwLfHfj+1cDrMnNX4ArAZ2slSZIkSUO6dGKfCzy/Ku60bBGxE/BQqnllo8zdcz/g/dUiJwIPX8k6JEmSJEnrpy7PxL6YciX2uxGxGvhl7fXMzH1HaOcYSof4RtX32wFXZuY11feXADdv+sGIOAI4AmDnnXfukLokSZIkaX3Q5UrstcD5wBeBNdX3g//+vK4GIuJhwOWZeU73VCEzj83MvTNz7x122GE5TUiSJEmS5tjIV2Izc78e1ncv4MCIeAhlntktgdcDW0fEJtXV2J2An/SwLkmSJEnSeqbLldgVy8znZeZOmbkL8Djg05l5MPAZ4NHVYocCJ08yL0mSJEnSfBj5SmxE7LOuZTLzs8vM4yjgpIh4GfB14LhltiNJkiRJWo91Kex0JpDrWGbjURvLzDOrNsnMC4G7d8hFkiRJkrQB6tKJvW9DbDvgYcC+wNN7yUiSJEmSpBZdCjud1fLSByPidcBfA5/oJStJkiRJkhr0VdjpY8BjempLkiRJkqRGfXVid2eEeWIlSZIkSVqJLtWJD2kIbwr8BXA48MG+ktLkRMRQLHNd9bskSZIkaTq6FHY6oSV+FfBe4B9XnI0kSZIkSUvo0om9VUPsj5l5WV/JSJIkSZK0lC7ViS8aZyKSJEmSJK1LlyuxAETEwryw2wK/BM7MzI/1nZgkSZKkFWiofYK1T7Qe6FLY6UbAR4H7ANcAvwC2A54dEZ8DHpaZvx1LlpIkSZIk0W2KnVcAdwGeBGyemTcFNgcOqeKv6D89SZIkSZLW6tKJfRTwwsx8d2ZeC5CZ12bmu4F/rV6XJEmSJHUQEUP/1K5LJ3Y74LyW186rXpckSZIkaWy6dGJ/CDys5bWHVK9LkiRJkjQ2XaoT/w/w2ojYAng38DPgJsDjgL8Fnt1/epIkSZIkrdVlntjXRcQOlM7qk6twAH8CXpWZr+8/PUmSJEmS1uo0T2xmPj8i/h9wT9bOE3t2Zl4xjuQkSZIkSRrUZZ7Yo4CdMvMZwCdqr70B+HFm/r+e85MkSZIk6TpdCjsdBnyz5bVzq9clSZIkSRqbLp3YnYHVLa/9ALjlytORJEmSJKldl07s74Gbt7y2E3DVytORJEmSJKldl07s54B/iYjNBoPV98+pXpckSZIkaWy6VCd+MfBF4PsR8S7gJ5Qrs08EtmPttDuSJEmSJI1Fl3liz42I+wL/ARxFuYr7Z+DzwKMy89zxpChJkiRJUtF1ntivAPtExObANsAVmfmHsWQmSZIkSVJNl2dir5OZf8jMn3btwEbE9SPiKxFxbkR8JyJeUsVvFRFfjogLIuK9EbHpcvKSJEmSJK3fltWJXYGrgPtl5p2AvYAHRcQ9gVcDr8vMXYErgMMnnJckSZIkaQ5MtBObxW+rb69X/UvgfsD7q/iJwMMnmZckSZIkaT5M+kosEbFxRHwDuBw4HfgBcGVmXlMtcgnt89FKkiRJkjZgE+/EZua1mbkXsBNwd2CPUX82Io6IiFURsWrNmjXjSlGSJEmSNKMm3oldkJlXAp8B/hLYOiIWKiXvRJmDtulnjs3MvTNz7x122GEyiUqSJEmSZsZEO7ERsUNEbF19vTmwP/BdSmf20dVihwInTzIvSZIkSdJ86DRPbA9uCpwYERtTOtDvy8yPRsR5wEkR8TLg68BxE85LkiRJkjQHJtqJzcxvAnduiF9IeT5WkiRJkqRWU3smVpIkSZKkruzESpIkSZLmhp1YSZIkSdLcsBMrSZIkSZobdmIlSZIkSXPDTqwkSZIkaW7YiZUkSZIkzQ07sZIkSZKkuWEnVpIkSZI0N+zESpIkSZLmhp1YSZIkSdLcsBMrSZIkSZobdmIlSZIkSXPDTqwkSZIkaW7YiZUkSZIkzY1Npp2AJGk9FjEcy5x8HpIkab3hlVhJkiRJ0tywEytJkiRJmht2YiVJkiRJc8NnYiVJkrReiYbn8dPn8aX1hldiJUmSJElzw06sJEmSJGlu2ImVJEmSJM0NO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5sZEO7ERcYuI+ExEnBcR34mIf6zi20bE6RGxuvp/m0nmpfkVEUP/JEmSJK2/Jn0l9hrgOZl5O+CewJERcTvgaOCMzNwNOKP6XpIkSZKkRSbaic3Mn2Xm16qvfwN8F7g5cBBwYrXYicDDJ5mXJEmSJGk+TO2Z2IjYBbgz8GVgx8z8WfXSpcCOLT9zRESsiohVa9asmUyikiRJkqSZMZVObERsAXwAeFZm/nrwtcxMIJt+LjOPzcy9M3PvHXbYYQKZSpIkSZJmycQ7sRFxPUoH9t2Z+cEqfFlE3LR6/abA5ZPOS5IkSZI0+yZdnTiA44DvZuZ/Drx0CnBo9fWhwMmTzEuSJEmSNB82mfD67gU8CfhWRHyjij0feBXwvog4HLgIeMyE85IkSZIkzYGJdmIz8/NA20Se959kLpIkSZKk+TO16sSSJEmSJHU16duJJa1ENNzIkI3FvCVJkqT1kldiJUmSJElzw06sJEmSJGlu2ImVJEmSJM0NO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5oZT7My4aJhSJZ1SRZIkSdIGyiuxkiRJkqS5YSdWkiRJkjQ37MRKkiRJkuaGnVhJkiRJ0tywEytJkiRJmht2YiVJkiRJc8MpdiRJc8tpyCRJ2vB4JVaSJEmSNDfsxEqSJEmS5oa3E0uSJEnyEY0Z5DFp5pVYSZIkSdLcsBMrSZIkSZobdmIlSZIkSXPDZ2IlaYb5LIykJn42SNqQeSVWkiRJkjQ37MRKkiRJkubGRDuxEfH2iLg8Ir49ENs2Ik6PiNXV/9tMMidJmgURMfRPkiRJwyZ9JfYE4EG12NHAGZm5G3BG9b0kSZIkSUMm2onNzM8Cv6yFDwJOrL4+EXj4JHOSJEmSJM2PWXgmdsfM/Fn19aXAjtNMRpIkSZI0u2ahE3udLLXhW+vDR8QREbEqIlatWbNmgpl15/NtkiRJktS/WejEXhYRNwWo/r+8bcHMPDYz987MvXfYYYeJJShJkiRJmg2z0Ik9BTi0+vpQ4OQp5iJJkiRJmmGTnmLnPcCXgN0j4pKIOBx4FbB/RKwGHlB9L0mSJEnSkE0mubLMfHzLS/efZB6SJEmSpPk0C7cTS5IkSZI0EjuxkiRJkqS5MdHbiaX1XdNUSmXmKEmjmLX30KzlI0mSvBIrSZIkSZojdmIlSZIkSXPD24k3EN4Spw1Z/fz33JfUlb9Hl+b+KfraD+vr/vT3sfrilVhJkiRJ0tywEytJkiRJmhveTjwj1tfbRiRpGvxM1aR4rk3Xhrb/19ftnYfbjNv2fddjMq1juL6dO16JlSRJkiTNDTuxkiRJkqS5YSdWkiRJkjQ3fCZWnaxv99NLktYf8/BcnSRp5bwSK0mSJEmaG3ZiJUmSJElzw9uJJfXOW/qkxXwUY3n8LJEkNfFKrCRJkiRpbtiJlSRJkiTNDTuxkiRJkqS54TOxGqu258A2tOfD5mV7Rz1es5i71m/z8h6ad+5n9W3Wzqmu+cxa/vNinv9u8JjPB6/ESpIkSZLmhp1YSZIkSdLc8HbiObWh3eowa9s77nz6ut1p0nmuq+1Zur1o1o7huPWVz7w/IjDu/TAt08qn7T3dV7zrevtavg99vVdm7fbXWTv3+zJr+3nWzNLvb5i9fGbJhnJueiVWkiRJkjQ37MRKkiRJkuaGnVhJkiRJ0tyYmWdiI+JBwOuBjYG3ZearppzSWMzLsyrTejZkWvtnVp4p7bv9WVtvm2k9VzdKLgvtTOv5tq7m9XnqvtvvatY+O8d9vq20nfXh+ar19Rzs2v6sfQbM2nHpy7i3d1b+buv7WI3z+ff19VzbUMzEldiI2Bj4b+DBwO2Ax0fE7aablSRJkiRp1sxEJxa4O3BBZl6YmX8CTgIOmnJOkiRJkqQZMyu3E98c+PHA95cA96gvFBFHAEdU3/42Is6fQG592B74ecNtC8bb49sDP4eh2z2WHWfM7U8rPo3tmpFzxHgtzozls8I8p/7eMu5nAN3OWeP9xmfy99/6EO9jv83IObLs+LTe0+Nebw/tz6JbNkYzc+r/gEdTnoNd+P5JwBunnVeP27fKeLf4LOVi3LhxPwOMGzc+2fgs5WLc+IYSn6d/s3I78U+AWwx8v1MVkyRJkiTpOrPSif0qsFtE3CoiNgUeB5wy5ZwkSZIkSTNmk2knAJCZ10TE04FPUqbYeXtmfmfKafXpWOOd47OUi3Hjxicfn6VcjBs3Pvn4LOVi3PiGEp8bUd0XLUmSJEnSzJuV24klSZIkSVonO7GSJEmSpLlhJ1aSJEmSNDfsxEqSJEmS5sZMVCfe0EXEjsDNq29/kpmXLbHsHpn5vVHjS7SzN3CbwfUCn8zMK1uW3wp4UNPyTfl3Xb5rnkC2td/SzmGZefwU2u8r/lrgBrV8Ts7MU7vu/ynl38t2NeVetdN2HO8BPLyp/ZZ2ht5HbTkCX2K8+7htvdllmyRJktY3VieekIj4VmbeoRbbC/gicBHlD1GAnYArgadl5tca2rk4M3fuEG9a7yHAccDbaus9APgOsCtwY8ofy5cDPwBuD5xaW/6hwFXA1bX4JsBmwEdHXL5xe5fI8xHV1x+sxfcHXpKZ7xhl/4y7/b7iEXEM8HfAYcAlA/kcSTlWVzLa/p9K/j1u15V0O08eR3lvvbLW/iHA6sz8x3XluUSOzwNuCbyHMezjJdb7yurr53XYpmMz84h6fOD1xsGCPgYRlujQPw34RYflexscaWl/5MHBKQ5M7QEcVFv+lMz8bss2TWufdT22Yx2sWSLPrufsrA3ctW1X13za2ul8XHrKv6/jsuL90+N7opf3XJsJfP7O1EDuEvt/3IP3fR2vXj7zIuKALsuvj+zE9igiHtny0j1Z+wfpoNcCW2fmNrV23gfcl/IH8qB9gT2A/6nFb1Mt/8Ra/PAq/rZa/EnAxpm5ZW29ZwB3BO6QmZdWsZsA3wK+lZn3qy3/LWCrhj/ALwJ+3dB5blu+bXvb8lxNOXd3rcUXOuDn19q5GbA18KYxtb8bpdP47THFdwfIzM1q+XwD2LbD/p9W/n1tV9fz5ALgz5l521r8DZRO32BH8wnV/9tQBnLWleP5wCaZeZtavK993Lbe71POzd1q8W2BrwJ3q7UTwLmZuRP1F9oH0f5UfX29WvxKug0iNHbouy5f/UwfAwAjD16so/1pDODcAPgDcHxt+ccBJ2Xmq8aUT6d9toxzoW29vQ3W9JFnWztd430N3PWVzzLybDsuveQ/rePSFJ/A58hy2h86x8f9+TuDA7mN+6farjcC756FfKqfaTpebe10+syr2nkk8NwRl98KOAu4PosvUp0MvKqtoz/r7MT2KCKupryB6jv1UOBa4F21+COBjTLzRrV2fkP5g+Vfasu/BbgGeHotflwVr/9x/8RqvX9Xi78auF5mbldb72qAhj+Q2/5w/gGlk9C0/CaZeesRl2/b3rY8L6jyqXcgLq/a2afWznco+6f+IdNX+6sox7zegegrfiqwfWbuUMvnYuBXDZ3Vtv0/rfz72q6u58m3gS0bfhn9DrgCeMFA+A3AfwD/BNx5xBx/k5m3r8X72sdt620bYLmW8l7/yUA4KZ3YnYDHMqxtEK3t/d51EKGtQ9/WQR/3AEDT4AU0Dw62DWpMawDnYuCKzLxTLf4t4LZMfp89geF9s1Q7Xc+FroM1rwIeT+nkD2ob+O16zs7awF3b/m9bb9tAbtfj2HZcuubf13Hpul1N+2dhW+rxvt4TXc+Fruf4uD9/Z20gt23/fBm4QWbevLb8tPL5XNVW/cp8X595XwGuXx+gXmL59wN3BXbPxRepDgXun5kPZA75TGy/vgn8R2YuOvkj4o7AzTLzsFr8N8BTI+KxwI+r8C0ot9x+NjNPrC1/KLBHQ/yZwI4N7d8SuH3D8gBvi4g3D6x3Z8otCR+JiB1z8S2FXwf+umH57YCLGvL/PXCrDsu3bW9bnjcqLw/Frw+8NTMvqrXzFeCaMbZ/CrDzGOMHA6dFxHmsHXG7BeVK2ZUd9v+08u9ru7qeJ1sBf2po/xrgXwfbiYh9gM8ATxnMc4kc/wRsOcZ93LbeP5SXG/N5dGZ+jJqISOBAhgfXtqW5uF9U/+oeXK3/nFr8MZRjVrcDcCnw17X4Z4DNOyy/CvhNh/ipwPYN7R9OGbyo5/9Uyv4bjB/K2kGNwfa75tI1x22BXzXEf085n+tuAvxsjPm07bNDgV83tNP12Latt+0cXEMZrBnMJ4FdgD835Nl0bKH7OTut4972nmvb/23r/Q7w2w7tdD0uXfPv67h03a6m/bOqWv74Wryv90TXc6HrOT7uz9+2PDenbNeo7fT1XmnbP7dg+HfcNPO5JeV4jeszb6dlLM9CB3bg61dHxFMa2pkLXontUUTcB7goMy9uiG/Z8gfmM4Hbsfie9k8DH83M39eW3Rb4Y0O8bb3bAntm5hca1rsN5RnYwfWeDfwD5bmrHav4pcAplKvA96gt/0nKrdJDz2lRnpWot9+2fOP2LpHnJ6uvh+KZeUVDG437ra/2J6UaNRt83ujSiHgwHfb/NPNv02G7Op8nmXlFvX3KH0+N50PHHFvXOWq7y1lvUxx4FPD5zDy3oY2LgYc0DK69gfLH5JNZPFjwKsovx6Nq8f8GzszMR9faOZRya9rbWNyhfwLwX5n5gobl30i5M2WU5Y+jdPT3HzF+F+A0yq1Sgx39mwHPyuHn3j5NGRy8Wa3t44F3ZuatVpBL1xy3Bi6o9s/gvn8O5Yrrl1i8z/6Kcqvca8eUT9s+Ow548OA+q+Jdj23beq+mnIMb1+K70DBYUx3D22fmjg3xPVry7HLOTuu4t73n2vZ/23o/TRnIfWDD8k3tdD0uXfPv67h03a6h/TPwXn9aZj5hIN7Xe6LrubAL3c7xcX/+tuV5PdbW3pjk53jb/jmUclfiW2ckn+OAhzUcr74+8+5C+X3wgxGXPw24O+VK7OBFqicD+2fmA5hDdmI3EFVHjsz85bRzWUqXPKNbEYktMvO3HXNZcfsTiHeqSt1mOflQin0NdqS+ki0fKNParjYL7Y9yvi2VI2VEfuRzhIZ9Vn1993p8iX25N92KeDQOclWvNQ2inUIZue1lEKElp4kPANAyeLHUINe4dRyYOpXh8+SrmXntuPJheQM+nY/tSgdrqmP45Mz8z4Z4pwHMSQz09TFw13F9yzrHRz0uXfPv67hM4r3bx3uiY/udzvHqtbF//s7KQC5LD9g+F7h4hvJ5Rmb+1yjtLHOA+hnA/42yfHWs3kfp6N64Cl9G+d3y6lnvG7SxEzsBEbEJpdLtppRRPFh7xe9mlNsNdmSEB60j4hOZ+eCG9r9BGY0ZbP+zwF7A/SgFFgLYkvKL5ejM/FFD+z+k/LG0zmpnUR4UX02pcrfO/JdY/jPV9/uMkmcsLkhzSbX8cotgNO3PPtufVrytyMlQtequ7UfEA4GPAZ9icQGFXSn757QVtr8V5RfRT1nB+6JteyNiZ+C7lFs0r2Td51tTjntRnsG5kBHOkSX22UJu32SEfRnLK3yyf2aeXo/3reugD3DDLsv3NJiy4sGRCQz4dJ0ubSL5jDrA2HZsIyIY42DNuM3acV9unl2OY0s7vR6XlQ6w97Fd1bm5L+W2aBjPe6JpAHNLOlTTHWhvaL19fP4u4z061oFclrF/lrEfxpbPuD/zomM15vWRndgJiIj3AA+j/KE5WEXsfZQPgANqozDPpzyUfWStqT2BYygjX4NeAdwHuH+t/Q9T/si+z8JofURsDLymyud5tXaeUuV4aK2df6E8d/X22vIvovyxvWst//9H+eP8pSMu/2XKH/93GTHP19JckOb1wKOr1wftxNpKzYPuRynuc/gK29+Xst9eOKb4Iyjnw7G1+PUp1Ul3qcUfBvwnUO/EHljl/6IV5nMUsFlmbj0YjIiXUW5PffWI7bRt18Lt7LuM+L5oO45t1bn/hvJ84Y0GzrfnAHeiDKS8YYQcH08pInHDweAS50jbPrsAIIcLNZ1AOV71YnBPormIxzbAl7NWibl6rXEAoXrtRZlZf58uNQjSVG1xL+BMymfEKB36vegwANC2DT0PprQNgjQNco1twGeZAzjjzKfrgM9eNB/bBLagFEuZ6GBNl2NbxSc+0NfzwF1TPp2O4xLttB2XAyjPp95mlPyrfM6mqn8wYj4rHpBs2q7qWL2J0hF498A29fWeaDsX7kx5dvFkRjjHq/WeCPxFbb1fo+zz67Oyz9+u79G2dtrW23Ugt+v+2Yu1BcRmIZ8HUm5TH8sAdbX8q0bNp/qZts/IximF5oGFnXoUEb9ueWkLSlXeswdil0TEH4DNs/agdUQcCfyR4T+E96M8KF6P34MyIFFv/zeUCqfX3W6WmddGuYXwDww/cH4f4E+ZeVJtu95JqbK2prb8rUqTQ/k/jvIBX2+/bfk/UaqsjZpnW0Gav6vWe6Na/FmUD5+mzmfTg/dd239I1f644ndn+EF9KB+QyfAD/Leiebue2FM+bZ8b/0y3/dO2XX8D/LbD+6LtOD6wpf3HAL/Pxbdhvpwy+HKjWp5tOT6Gcm7WtZ0jbftsoYJw3aPoVkTp3cDNohSKGhSUgmpDqtH8IyLijbWXtgEeujDaP+BOwEER8ZZa/D2U59L2rLX/ekqhuPrxeg7ldrxRl98X2D4inl2LHwX8rqGTeQJwUkTUBwBuDGwb5VmiQXsCe9fiB1P23b1q623Lpa8cD6I8Z3bf2gDO24AvR0S9muu48/kbyn64SW2A8XjgzCjPVQ9qO7Y/pFTzHnW9TwL+kJn/UFt+G8ofzvU/6O4CvCMiHlprp+nYQhn4umcMT4t3IKUo3qj7c9zH/fnAJ6rPvkFPZPjcXCqfZ1I+a0Y9jo8AbtwQbzsuZ1D+DqlPz9eW/wmUwkDb5/DA9Scjoj5w3XZcum5X0/45ivIc5dMy828HtukE+nlPtJ0LFwJXj3qOA++l/B22Y229P6D8vlzp52/X9+jj6fa537YfFgZyV7p/TgC2ycybzEg+r29p5wR6+MyjDNxf22F5KJ3kpgHtlzBc9Xou2Int15XA3eq3L0TE2cCuEbFRZv65im1E+YN8mxiuBrwG+EFm3rfWzreB7Rribe1fXsXvweJiC1cAX8vhasZ3ZW1Bp0EXUK7+1Je/OXD3hvwvA37cYfnfAdt1yLOtqvMfgNMz8yW15f+mZb+dQ7eq0W3tHwDceozxfWmuMv1CytW9W9Xibdu1e0/5/Al4SUTUC/9cA7y7h+06mPKH56jvi7btvWVL+w8GHlI7375PmfLhjME8l8jxrsDfdjhH2vbZDavX63GADzSsF5orMR9A+aV5MosFpUPaNMC20NFuGgRpiyfDgwi3oLkj3tahvz7NVSS7DhK1/f5qGwA4nnKOjjI4uA9l/25eW29fAz5tObYN4DyAUoV1XANQSw2aLBrwqQYYH0P53B712F5DeZymy3q7DNb8Nc0DvPu1xNsGvsY90Nf1uLcN3O1T5T9qPjeidDhGPY5LDd41HZedgSs75L8rZeB91IHrtuPSdbua9s8mVaw+cN3Xe6LtXLiGbuf4HWjeZ1dTBkDqun7+Luc9Os6B3K77Z9eWdqaVT9vvxb4+827e0n7b8vsBW0TEN2vxoPnv/rlgJ7Zf76CU1a7fg/844BPAZRGx8ID51sDnKR3NsyJi8EHrsym3CNe9mLUPZNfbf9dA+1G1f2a13pew9p75S4B3Am9uaOfJlNHs+vQdf6ZcZat7LOX25rOqTgaUasZnUW5zGHX5j1b/D+b5k7Y8M/OZ1WjZfWvLPxf4UMN6X0y5TavuWVRzdq2w/cNovnK7nPjGDfFHU24bqjuGcg7VPQuGbp1eaH+nleaZma+MiM8B9wb+sgr/hPIh/JX68ku037ZdjwWOZvg8aXtfPIuG41i1v2dD/BDKrcaD59sVVe71UfTGHKtz5BMMFzJ5LuU2/vrybftsoSLggbX4A4FzG9o5sfrlNFhM40zKbXwfycyz6j9TdaB3axhcWw3csGEQpC3eNoj2BroN+mzXcfmugynQPADwL8BWowwORsQXgWcAH64NavQ14NOWY9sAzqXAZWMcgGrLp2nAZ2GA8dsdju21lIHKcQ3W3IHyeMCoA7/TGuhr296uA3df7JjPnpTBrFGPY9vgHXSbnq8t/5OWyKdp4LrtuHTdrqH9Ux2rx1RfP2GgDejnPdF2LmxG6VSMeo5vQbl7oL7eP1CuLq/087fre3TcA7ld98/VwMNmKJ9LgcPG+Jn3HeBfOix/b8o5Wh8gCkoNmLnkM7ETVn2AkJm/mNX2o6VqmqTxiZYiIW3xDu2+DDglM79Six8J3DUzn9IQ3ykzn1eLPxq4U2b+a8M6XkoZYBvs0J8DfCgzf96w/OMpV8PWuXz1B+zGmXleQzv3pvxyHmznLODcHK6I+mjgW5l5fkP8xpn5pto6fwHcOzM/XItvlJnfHVOO21AGcBaeC4fyx9DnKRUkL2hYb1s+Q/Fl5LMpZcCnPlhzNmU+5J9Q03JsTwF+RBmsWed6B/bFAbXlDwdekZmfqS37aOCozLxbQ3zRsa3i96FMNfG2Wnx3yrl/RkN8Gsf9/Gp76+/d3YG7Z+Y7R8xzU8pg3/0YPo7HZuZPa8tvS5kW8EcN29V0XNqm52vLf1PKgOEuLB5gPw94c8t53nRcum5X4/GqOsMHs3Yu5uW+J4bWWf3MfYB7Mfye+Bmjn+ObUjouP2ho5xLKVeaVfP6eAvywYbuWeo82VaQ+hzL4V3/8rO09sXDFsP7Z0Gn/VO1/C/jCDOWzCng/Y/jMq5b/IuV9NMr5cxzl9/1eDe38bw5MLzVP7MROSLRUHoyOD1ovEX8e5YppvapwY7XDaC/o8nLKg+ijVkd7B+UWmnVWM15i+Y9QRqge3hBPyofkYNXlk4HjMvPqhvZHLkhTxdv254oL3nSNRynucRbldp8bs7LiHm3n1bi3qy2fru18lTLp+KLzirJPHl6PL3G+DW1vrK3m/eOG9ofOqyWO1dco0y3syNpjtZDHgxnhGMbaAiebAL+C64p1nF19fU9WUPhEmjXjGqyRZp3n+NJmbf/0lc84P/OiQzXm9ZGd2AmJMU6pUt2u8O+UqrODVYUfB5yUmUO39ra007U62jGU5w0Oq633EGB1Zv7jiMv/J/BzSjXdwfg7KX+8P7EWP4JSfKZejXYbyrRC9T/kgzLyNXQrbct+2JbSkb/jiO33FX8/cFfKFYLB4hjPozyjVC+OEZQ5+G464e26E3ASpaM2aCtKkZ/brbCdfwYeSbm9ffC4v7L6+nmMdr7dhVJ9sF7spama9+0o75f6edWW439TSvPftnasPlu9vs+Ix/AEygBOvcDJdynHd48crWJ3AG/JzB2ov1BGp+9Nt6kBngLsUFv+lKYre9XybYNBsza40xZ/LXADRhgcmUCOjQM4SwzUjG0AaokBn4Xp4Q6sbe9Cjg+ieRq1+zDhwZoux7ZafuSBvkkcd7oP3DXluQnlGPy2of2uA8Jt+f+Qhun5lpF/2/5vG5Acebu6Hq+O74m2de5MOZ+3ZPG537US8yaU300PH2W91c8sdc5uxsqmdhz3QG7X/bMV5ffiwt0A085nZ8rv6/sxhs+8KNWY30L5u2uoGjPl3Bipcxst02nNAzuxPYrhqnQLHkb5Q/UTtfh+rC1pPmg3ygfMqPHdATJzs1o+v6bc3/+72vILD7j/phZfqKK86FnpJdrpa/nvU87F3RriZG3akIi4lvL8xuCtbIMFaX5Ui+9E+UCq77fbU57VrO+Hhf1Tb6et/b7iOwFk5qLiCtX2/pHh503vQOl0fawWfzBle8e5XUn5RThovyp+0QrbuQflfNh8MLjEebLUeT5S+9U+vojyPl3o2C4nx/MBMnP3WrztGLa1s7pqp76tV1Oe8flArZ1bUp6pPbgWD0pBozXAaYw2ONVpUGwCgz5dB3fapiJrHPRpGVzbvdreH1AqrE4qx7YBnMMbclkqn64DR12nb2ubHq5tEKdtGrVeB2sa/tA7hm4DrV3P5XEf97aBu67nw1urdT6A0QaE286T+9E8ndlTaJ6er9PAI3QegO26XU3Ha3/KuVY/Xl3fE23r/CRwa8pt7cs+x6NM1fhAyqDsSgb1287ZrlM7jnsgt+v++STl/LjzjOTzJUon8lbj+MyLiG8AW+Tw9HyHUGrJXMzi3/dX0mEKu3lhJ7ZHUaraPge4qvbSmyiVzQ6sxT9E+QO5Xv5/VRW/24jxT1NO5h0HgxHxE0rJ7vpJfjHluZCb1+Lfp8x9uVMt/mNKafFb1+LfpJR7r6/3UuCKHC693rb8tygjUbfKxdWVF55d270W/wlwaWbeudbOQkGam9Xil1H22z1Y7IvVfqiXZG9rZ9zx0ygfqrvn4uIY51KKY9yrtvwVlPPq0bXteh/luaj6h15feS4US6l3Bvpqp+08WU35zKqfz23nW1v7Z1MqGd544LxaDbwOODQz7zFCG23H6nOUXzr3HvEYnkT5o+QBLC7+8K6qnYNr8Y9QCp88qNbO1ZQR8fcx7FBg26arDJQ/xj5dW/5+lP18w9ry3wJuy9r35YKFP5J+NBCb5uDOfpRHKz5bi9+NckVunYOA6xjUGGeObYMa11bLXzIQ7nsAqks+51fx+gBj2yDOasoAZlO8j8Ga/6Qcg/qzqcsd4P3RQGyax71t4K7r+XCLkmZjnm0Dwk3nyb7Vet9Ziz+S8jtnUQXYZQ48wugDsF23a+h4VcueRbky9uWB5fej+3u0aZ1tOXY9x98IXK/h9/pyBvXHec72NZDbdf/8F7Bpw/6ZVj5tx6uvz7y29r9B+ZvlFrX462mewz6AF2TmtswhqxP366uU6nSLKn1FmTd1r6xVDo2ID1EetL6oFj8F2LlD/Ejg/6o/SgerlG0OvLohz3fQPFfUy4FjYrja2RYMV22FMmr80RiuZnwNa0dgR1n+j5Q/jOvVm79MeYPV4z8GXtjQ/jE0V9/9KPDrhv12PLB3Szt37dB+X/HHUjohZ8Vo1arPBr7QcF69leFbaBfW28d2vZgyUt+0fFOJ+K7tPJkyj1r9PPkDEB3OtxczPHoMzdW8b0IZZHrciDk+lnLr/VmxuILyx6v26vG2Y3gI5b31EhYXOFl4v9XjbZXFvwm8JjPfW38hIp5I85QK96Tc5lT/pbYX5bOj7iaUwhb16oZnUga/bjUYjO7Vj9vip9E8Ndcauk1FdhnltsN6/qcC29diFwLPphTIuO5KxgRy/CbN0x38hDKtxx615bvuy7b1dp2+7Y80Tw8X5cuRp1GrFhm5Su3CYE39GO5IGTwe5dhCmXLjJw0DX9M6N9uOe1T/6rqeD23H8XKaB4S7VnW+a8f82/Z/2wB7X9s1dLwo06utogyyPGBg2eVMadi0zq6VmNvO8U0o1XFHXe+4z9m2dto+A9ra72v/ANxohvL5I6Vq9Lg+864EbhvD1Zh3o3nO17+jeaohaJ49Yi54JbZHUW55+WM2VB2bwLo3olwZGnxW4qs5MKfYiO1sw3B1tE9m5hVL/EynasZLLR8t1ZXb4lp/tZ0nXc+3daxjvTivolS/vCgzL2547d8oneXTWDw4dQjwhsw8urb8gyh3iZxZW/6vKLcfv7a2/JHAQzPzIQ3xpirHXePbUAZ3bsHaKcYuo73yaVtF2uOACzLzlbX4Xap9czlrB0fuWH1/WGaeM8Ec70K5jfMaFg/UXB94XmaeVFu+675srDC9RD67UAZ8dqf8kRWUgcTPVftnv9r2frJa5gAWV6ldmEZtfxYPyny8+vqhtXhbldpzaBisqY7tw3L47o2mY3sLyh9yz8/hW+mPpFvF7nEf96sp+3NjVnY+7AJ8kLV/LC8cx4uBF2bmJ2rLt50n96G5qvNdKIPjG42Yf9v+fxlloP6Qhu1qOi5dt6vpeP2e8qjXUTlQYGcZ74m2dW5KGXzcipWd47tUP/O7Edc77nN2G8pA7u1Y/F5v+wxoa79rpeq2/bMN5e6Zn85IPptW6/kKi/+eXnj866G1+He6tF+9toZy5XawnZtSBjzeweLO7VuA0zLzsQ3t/DhrV27nhZ3YMYmVT4vR+KD1UnHK8wmDJ/NXsuUAR3u15D0oH5CjPhDe2k5LfG/KnJb1TvKVLe23VdntK962P7tWk+4a76twzmGUPwRXerzGnWfXdp5GmeJk0XlCuaI4VKCoLb7EefU8hqt5LzxzNWqOr6WhYAwthUza4tlDgZOl4tVrnQan+hoUmyd9Do6sT7ksmIUBn3UM1uydmatafm7m9meTeR+4m0T+S6x74ufnONY5yjk+C+/FaVnuZ8C85rOc9qN96qMPZfOUS4N3JswVO7E9irXVyO7PCistRrfqxA+kjO58isUPcu9KeZD7tBHb2YtyC++FNFQ7yw4PhLe036n6cdf25yUe/VWTvjPlNtULWeED/GPOs2uhoLbz5BHV1x8cMd6lcNHBlKtKZwLvHiHHY2guGNNWyKSXAifLjL8oM18aLaX42+JNljG4NrXBnSUGfc5jBYN9y9imrjk2DuAsY6Cvr33ZNOCz1PRtjYM74x6siYhgeOBlWQO5PQ1g9nLc6T5A13jcWTtdXX1wjYb4KZS7Lx5eX36J4/hyGqbna8u/a7zj9rZuV5fzv+t7Yhnr7HqO79HQ/lLHsOmY9/l5OmsDuQd0We8484n2atILU0ce2BI/iBGnlGwTLZXF10d2YnsUpRrZMcD7c7SqYwdSHrR+US2+L+UP8Ppzn23xo4DNMnPrWj4nVOt4V0M7ewD/U4s/nvJs2w1r7bwPuC9l+pRR2mmLP4nyvMuWtfbbCszcnfI808dXGL8NpUNf3/+PoBR7ObYWb6sm3Vc+XQvnLFWteuMcLtDQdry6blfXPHehFOuoV0vu2k5bMZbVVTv1wk5t8e9Qjvs6249SgGQvylRMuw3Eu+a4VKXtPguc1OMBbJ61yt/VOn5Guc1qKxYPTv2pWuR6jGEQpGu8r0GTJdrva7BvnPugl4G+KQ5AHUOHasBt6+0ar47teyi37i372E4rvoyBuy4DdDsBz6y+fsOI8edQOtQvZoTj2OPA47i3t+v53+U90cs617HeZwGvH3G9487nGGZoILfK5yEMH5dp5fMeyt+ez6y13zZ1ZFv8yZTaLT9ncef2dMrf9tfU06F9SslO067NAzuxPYqI1fU/Uqv41TRXHXsSpapcveDLC6t4vVhNW/yZlM7M1rX1/qZa77/Uln8L5cR/ei3+amCTzFxUCGMZ7SzV/vUyc7ta+1dQnkt5Qm35j1btPHyF8dMpf7D/v1r8+ZT9+Q+1eFs16b7yeSelw1GvKreG0pnZt7Z8W1XqMymDF/Wqv23Hq+t2dc3zm1U7j1xhO5+plq9XBL6A8pl1mxHjl1P2wz619j9NrZp3RHyPMk3E8TlQxXCJHE+llOBvqjzYpaPdVlm5rcBJW/zXlAJs9auhUcXvmZlfrv1MW8e6rYph2yDa4ZQBlfro9TQHd5rit63arw88nMDwYN/Dqv/rgz5tue/HeKdL6zrQ19e+bMun6+DOWAdrIuK7wJYN74sT6DaQ23Wgbz/Ge9zbPjfazoe24951cK3roNsWNE+f1/XzcNzb23TeLixTPy5dj1VfA5Vt5/j3ges3dJa6HsO+Pk+nNZA77v0ziXyapo5si7+HMtXVg1jcuf0i5e/mNQOLJ+X585tSCjEO2obmKZdaO73zYGjUXityTkS8CTiR0aqO7Q7cOjNfUosf0DH+J+Al1UhdvQraBzLzxNryh1LmqKrH7wr8bQxXO7sK+GyHdtriAG+L4erHmwH/k8NVdj9PqYS40vgqyodJfb/tC9y+Ic+2atJ95XME8KEYria9GWXy7Ytqy7dVpf4I8KgOx6vrdnXN84uUQYqVtvMS4I0N58mNyssjx68PvLWh/SMZrub9W8qgwLkRcexAG205HgycFqNXUG6Lt1VWbqsg3ha/EjgxM59RfyEirq53YBdeqv7V/R3NVQwfQhn0qcdvTRkkqnd6P0r5hT9qfC+6VUVeVbUzavxMyvGsexTl+JwzEDuc0sF5Si3PttzvTfmcX2mOn6F5H7RVkh73vvw0pYMyajtdqwEvZ7Bmo+r/QVtQbu+sazq2AE+lnLP1+OFVrqPu53Ef97b3aNfK4hu1tNMWv5Zym2hd23H8fsvybfl3jfe1vU3n7SrKNGTHN8S7vCfa1vkb4PKGjnnXc/yGNFeZ73ps+/o8bXuvdz22XT8buu6faeZDDFeTjo7xfYHzM/PsgbYviYgfVPncupbPtdV+GPxsG5xyqR4P1hb4mjt2Yvt1COWX4EtYfK9727QYh9E89chhNJe8PowyyrJIZr4yIj5H+YX6lwPrfSBlfsq6R1PKf9fbeWb1h339GYqnUX6Jj9TOEu2fWHXIBgvMnEmpsjhUYCYzH9zQduc4Zb/9siXPLevBvta7RPzUiLghIxbOyczDW9rpdLwmkGdf7bSeJ9XXI8dbzqtTI2KrWj5vp/yy3nvEHL9GKZ/fqZBJW7yh/frVziXjlM7tKS2vnRsRH2O4WuEmJaWhQZA/AKd3GES7J6Vy6KwM7rTFjwX+ZZTBvmrA5yPAIwbzXCL3vqZLaxvA6TrQ19e+bBrwWc7gzlgHa6I8o9jHQG7Xgb5xH/e2Abq286HtuN+gen3U+BbA7zocx5fTPD1f14HHcW/v0HlbHZNfA2c0xLu8J9rW2XWqwytpPscfBHykh2Pb1+fptAZyr6R5/9wF+NIM5bMLpf7CqFNHtsU3At7R0Ln9LOVvmLoLgXfm8DO6q2mYcql67cf12LzwdmL1IlqqMbfFNyQx3sI5jfFx6yufpdqhjGSOXIio636moZo3DYVhqq/HWTBmrPHqtaZqhW2FP84BPpyZa2pt7E4Z+T2vof1eqhvGmKsiR8TtGC6ocRbldqqJT43WJJYxzVlLO73sy+W0M+pgTVdRpmA5JWvTYlSvvQ24gBGObUxxOrw2bce9+nrk86HteFHe6yPHM/PaLsexa/5d431tbx+fJeNc5zrO8VdTpj9b8bEdNZ8R8h3LQO4S61vX/nndLOWTmUdFx6kjB+NVZ/jVlFvnBzu3n6EUjP1h7WePBD6fmec2xIemXKpee0Zm/tfIGz1D7MT2KNZdjWzkqmPR8KB1lKtHZ1Fuk7xx1eblVTuvyobqfRHxiaYrZE3xqv2vUW6z2nFd7Uepxnw2pTDMlXBdNeazq6/vycqrNK84Xm3XasrV2JXuty7rvTPwBUpRnd4L51TbdTFr50WbyHZ1zbNrO9FeJXuwENEo8Stp2M/RXODnTtW/b1Ce7aVqYyHnb7L4GM5FwZgq3tq5nRd9De4sxFc66DbugSnGPICzjHyaBnxghgZ3Bl7vdGy7DLTO+3FnzMeRlun5uuY/rfO8Hp/B90Q0td+23nHHZ3Agdyt6qITdNd70t9ZSYplTNbZ1ekdtZ31kJ7ZHUR7AvpLyTOwoVceOoDxsXb9ddBuaH8B+P3BXymTjg6NIz6N8wBxZW35PSrXkA0aM/zflg/m2tfafTykqVG//BMrtF9vn4mrM3622d48crUrzPVlb5W4c8RdROh27jrjf7ge8gOHj0nW9rwW2zsxtBoPRvXBOW/wIyu0ttx7xeHXdrgPpVj37jpRn0A5dYTvPoRRe2mowGN0LNLTt56OoVfOOUhjmqZRnaPcciF8AkMPPM51At4Ix444HcGjWKn9Xuf6YMm3QQSwe7FgoxPSglviDWTzo0xZfatCkr8GpPirA7kz5bPod5fm6zoNuExiY2ot1D+AMrnesFaZbBnxmbnCnOrZvpnzujXJsOw20zshxH+V8aMxn3Mexx4HHXra3Lc+u8Vl6T1TrfSvlFtVR1jvu+EwN5EapkP0yyrEZzPMR1dcfHFN8f8rftlcy+rRQfe2Htk5v1+XnttPrM7H9umvWKotRHsBOIHP4wewvUAoojPoA9k6Uhq673SEzL42Ip1OeQa3/sb4fpdjFqPE7UToD9faPbGl/12r5aweWv7YaLaQh/kzKcwj1AgGHUvbDuOK3KimMvN/2peyfla53W5qfbe5aOKctvj3wpw7Hq+t2PbFjPk/qqZ3r00+Bhrb93PS5twnl/Xa9Wnyh8EFd14Ix444fDFwvIt5QiwelUuEVwH1rgx2frZbZZ4Xx1wBnRkR9/rx7AjtHRL1adVv8QOBWEfHsWnxfyvPHK40/k3I8b9oy6HaTgfijKfUFPhnlecsFrwWuyuGiH6+nPK/W9J7rkuNzKLe5NhXO6TqA00c+RwG/y+G7dhYGd+rxE4CTIqJpcGfHhvOzazwot9LVvZdSRXXHEY7tUvHXMHzMYf6P+7iP4+OBa3rIfxrn+ULl+ab4NN4Tbef46ymzR4y63nHHu27XuD8DXkA5RxbNNhER9x9z/O+B/6JMMbXQub0v8PaIOJ+1F64W3J1yXtVrWLTFA9iOerAs94CI+NQoy1eOo/m53rb4zLMT269fRsTfUApJDD6AHQtf1+KXA5dm5p0HG4mWB7Aj4jTg7jHw/FmU22vWAD/IzPvWlv82sF2HeNf2TwIeGhH3YLiYRjTE26o035FSNGNc8Zt33K5zelrvb4CnxsoL57TF7zXm7dq9Yz4H9tTOdjTvt7ZCRF0LFDVV876AMi/iWRHxhIE2blj9zEoLxow7/kbKFcZ65xaAzHx17ftLowyuNQ2KdY0/njJYsNJBn66DHV3jN6L8ob3OQTfKnKPvplTyHMxz3ANT4x7A6ZpP298I0xrcaRus2RPYqMOAateB1nk/7uM+jo+plh81z77ifez/h1CmK4mG+DTeE23n+E1pPgfb1jvu+LQGctv2z41pKHzK+M/B5wA/bujcPo5yh9M/1ZbvWrX/FcDGDZ3bB9F8Mapt+U6d5HlhJ7Zfj6M8gP2mKNXFFkaMFm5duqwWv5jhWymh3OrbVLX4scD7KH9oL5TEvqxqvz7XLJSJyptKZ7fFH0sZkTmr6gwBXLpE+4dQJtJ+CWtvo7ikitEQb6vS/CwaqgT3GH8sZZ+Oul3PopoDbSXrzVI9+ALKqNzgbSbPpRRnqDuM9qrUTfHHAi9lfNt1GN2qZz+L4bnVOrdT7bcvMbzfjqS5EFFb/LnAhxvab6rmfRbldvq/YHGF7wcMtL3syt8TiH8VeGFmfrH+QkS8OSKeS6mgODjYEeXLoUGQrvHLKL/EVzro03Wwo2t8T0YfdLuA0rH45GCeExiYGvcATtd82qZvm9bgTttgzd2BO3UYUG2Ltw20zvtxH/dxvCvN0/N1zX/i53kVezalmF09Po33RNs5flPgER3WO+541+0a92fA9YHDY3wVstvitwT+kWFfBfbMlVftvx3l91G9s7ojsFuH5ds6yUFzleO54DOxYxIdq5FJ0nLFEtVWo1QNPZq1z8RCGez4JOUX2AErjH+N8kzst2rrvQ+wZWZ+bMT47pTqiWc0xDfKzO+uML4pZaDlfiwe7FjI46ED8d9Tqjf/R2ZeVWvnmcDtam2cA3woM3++khyr1x5PuZVusP22StK9VJhui1ev3Zsy4DPKes+iQzXgZcQ/TcNgTXVsf0qZJmtdx3ap+HeAN2fmBQ37YW6Pe9X+2I5j9VqXCuh9xVd8nlexX1KOy2XraqN6bZzvicZzvHrtEuCNDeuF4arr446P+72+nP1zEeV273pBJhhf5extgH8GTmNx53Z/4N8z84R6nl1EmSLpNZn5mYbXPpuZ+4yyfBW/WWbeaZR25oWd2J5FqdBX/xA7ufp61HjrB3nTL79qvYdl5vE9xF9LmV+snmcyXHX55Mw8td5G1c6LsjZP1ZTj76CM3vW+XVGqUn8Q2JQVVJ9eZvzjlGIjy96uvvKv2vkMZT/3UYV7M7oVIhq1QNHJdKje3BSbp7i0vliqEyWtD0Y5x6OnCtzzGJ/Fz4DoaVo0dWcntkfV7RaPB05icRXiZ1Zfv2GF8ccBJ2XmqxrW3Ud1t2NYW6V2cL2vrL5+Xi1+CLA6M4dupegjn3nZrihVqR9GGXlbSfXprvFXUJ4vXNF29Zj/Wykf5A9YYTttVbj7KkTUVJV6D8pVxmNYXLW7a4XvacUD+Ghm3pT6C2UE9hgaBjVoGezoGp+HQZ+BQZbf1vJfmAJt8ErDTynPSG9PuY1vUjmOewCnz8rTMzNYE+ue3q5+FWld8YOY7Lk5UwN3XePRPj3fcvOf5Hn+c8qV2O0o7/eZfE9EqcD9GsqdJL+CoUrb95hSfNTK333Fr6sg3tbpbdifY5vCcan4uPPp2v76yE5sj6JU0Lt9/Rdd9FeJ71vAbYHza6vejfLL79srjO8OkJmbjZjPrynPS9Sfg1wohPCbGYlvAfw5Mxc9A97jdrW1fy2lMMRPBsLJ2urTP1ph/BaUqsubrnC7+sq/LZ+u7SxU4a63c34V332F8Wspz5V+ZSC8H+UX5Zas7fwuxP9ci81ifAvKYMBf1eJRLXsW8A5GG+zoGp+XQZ+2QZamKdDeTunEXAo8eYI5jnsAp48BH5ixwZrqnLoXpcDQKNPbdY3P+3Ef93H8b5qn55vWedsl/hnKs7U3yMz9Rmhj3Puy7Rz/EuW5z71ztCkN19f431PqrSSLO7ffp7x/67fS35PxTuEYwFsyc4dFwVJ9/3UMF3Yad/uNy1c/00sneZbYie1RRHwPOCAzL6rFL6Ds69usML6G0gHZt7bqVZQ39N1WGD+VMudr/c2yusqnPlfmpcAVOVxW/2LKsyQ3n5H4NylTL+xYi/e1XWdTphu6cS6uPv0Tlq4+fbMVxvvarr7y76ud0yh/JOyeiwsIfY7yAX3vFcbPpVRvvtfAOr9NmQfu05l5i1p8u4Y/KGYtfi1wNfAlhu2bmUMFtHocXFsfBn3IgenRIuL7mXnbhf8nmOO4B3D6GPCB2Rus+RCwacP7YujYLjM+78d93MfxHpTPhs3HlP/Y4hFxfmbuvvD/CG2Me1+2neMfBq7XcI6vrvKsfy6vr/EvAbtQ6icMdm6vohRm+yiLHUp579anAuorfktK0ceDa/H3AddQKt1Psv225Tt1kueF1Yn79SzgjOrNN/iA9w0AotzWt5L4ZpTbWOqd5FOAnXuIHwycFhHnsXYUeqECYDTEr2Ht1ZlB76B5zqlpxZ8MfHSM2/U44BOsrT4Npfr0j+lWfbpr/MnAB3vYrr7yfxzlNtFxVeH+eNXmSuNnM1y9+cWUSsnPaIh3qfA9rfh3gf/OzDfXX4iIP0XE3TLzq/WXqn9DP9Ix/nvgJ10HfWLlU451jbetNxa+XohTpkt7HeWPIgaWHXeObdOcRfly4vE19DN9W1/xhcGaeoXNrYHrj3Jslxmf9+M+7uM4a+ftyHHgZ1FqSyx8P+192XaObwZsFyuvwD3v8T2B03J4eqxzKRdhFnXSYvxTOF5NuY3+r1nsSmDzKbTftvxCJ7keh3KFfy55JbZn1S+8u7P4OZuvUkZbVxzPxXMZjkWUW2auW28uvpVmKD4vJrFdMYXq031uV1/5T2M/bMgi4tHAtzKz/qgBEfFsysDAjVg8qHE15Q+1jVcYvxHw/Mx8R229L6MMlh1Si+9CGTTZnrWdxK2pBk0y8xO15Y+kjLo/b4XxXSiDLLeo1rswyDL4zNdCfFvKleUbUp6NXTQgM8Yct6EM4NyCtYMVl7G4MvQk4+cDr8jMRVedqvPtxpn5pgnHv03DYE11bM+jHLN1HdvlxOf9uI/7OG5DmZ7vdoynAvo445dTjvW2wA4jtDHufdl2jm9arf8rLJ668OPV1w/dQOI7UO4mPJ7FndujKVeqH8aA6F4lv2v8HEo14Pc2LP/eHL7TbNztty1/DqWTvOhKfvXaj3PgDrR5Yie2ZxERDHc+Fz7sZj6eLSdEROyRmd+b4/jewG0YLpmelGIRK4pnQ5GHar37Z+bpY4wfRBlFm5X8n0L5JTPY/snV17NUhXvk+DTW2Wd84PVOgx3r66DPUuttijsgMzvWMVjz8Mz8cJdju5y4NE6jnOOTz2p2VJ35w1n8d8MllKJsx2VtSrQJ5HMf4KLMvLjhtb0zc9Uk229bvq2T3Fee02IntkcR8UDgTcBq1j47sxNrizh8c8bjuwJPy8zTGrZtZqoNd41HxCGUUeK3sXh7H1F9/cEVxvcHXlK/EjVH29VL/lGqc/878CJmuAr3MrZrZs7lZcYPoxzzFQ/W9BWf4qBPl0GWbwJ3HHHZ1gGZrvFZGsCZs/gerHx6u65xj/va+GvpMD3fjMUvofzumYVcWqu9t4nZm9JwKvE262s+XdtfH9mJ7VFEfBd4cGb+qBa/ACCHC+3MWvwEypQD9QfL96VMQfI/cxp/EuXZvC0Hg9FeAKlr/BPAfSil3wfdnXLL5MfHFL9flc8NZyT/tnxmrQp3U3whh6b4uNbZZzwolUE3o/5CxC8oz8+cxngGceZl0KfLIMvBlMIrZwLvXseyczON2voar47tkZRB5HEcF4/7EvHoPo3dLMWfD+wNnAO8fAZyPIRSpOhSRp/KbGbOhSnH2zqB62s+XdvvpZM8S+zE9qjqJOyZmdc0xPvoLI07/htKUaB/qW3aWyhFgZ4+p/FXU56V2G4wGP1Vjb6CUtzmCbX1frTK5+Fjir8L2CwzFxX6mWL+76QUGlhU5W4Z+axhvFW4m+KrKIUPjqd00iexzj7jp1LupKhfzQnK1BfbZu3q5xQ/Z2Zt0GdoMKWK7QWc2xDvo6LzLA3gzFO8cbCm2p/Xb+hcjft4edyL3aHT9HwzE69iuwPfn/B7vS1+DPBUyi2zg53bd1KqGddvl22rAr++xoPyd8Ymi4KlSv4WlHnA16d8urbfuHz1M506yfNgaCO1Im8HvhoRJ7H4gfMbAgujxbMcB/hAZp44uFERcShlrq55jQO8LSLezOJqzzcqL684vhnwP5l5Vm29n6c8SD+u+AuBt8xQ/kcAH4rZr8I9FK9ivwbOaIiPZZ09x7cFTgf+gcUCuIDS8a2L6t+k4/cEfsVw9c2PUn6Bjyu+F7A5w66rSjvgz9Xyfx5h2T7jNwF+xnAFyVWUbdrQ46cCG0WZXmzQzoz3uHjcl46fShk4qpvWZ0yX+B8pVz//OAO5ADwSuDAzT1q0cMRrgGsy89a1eFsV+PU1/mvKZ8CvWWwLytRt9Tvu5j2fru23LX+jgdcX/QjNvxfngldiexYRt6Pcklt/DoY5iJ9FufLw+9o2bQv8cV7j1WvbUKoM1p/Zo494Zi5UWZ2ovrarr/yjp+rcOYEq3OuTiDgOOD4zP9/w2pcolUpPY/FgwSMov8A+MOH4IcAbMvPoWp6foAyO3GlM8QdR5hM9s5bPHauvzx2I36WKnwt8fR3L9hn/K8qt1os64NXx3Tkz99/A45dRbvusD9bsR6kPcDrjOS4e96Xjd6F8vlzOeCqgjzO+G6UDvoYy4DftHHcG/j4z38mAiHg7sE8O39nyMpqrwK+v8Yspt1Y/o2H5p2bmjg3xec6na/ttyzd2kqvXrE6sxaoOFZn5S+OzE18fRZm7brBa7GXTjLfkuEVm1m97mYv4LOWynHj12lgHcbrGpzjo02WQZRXlWbkVDch0jTuA024dgzX/S3nWdKLHq6/4+nDcY8wV0McZn5VcgJsBb2Z4SrRfAUdm5jlswKrO2ylZm+Koeu3VmXnU+pRP1/bblm/rJPeV57TYie1RROwMvIby7NWvKKNsW7J47rl5iN+TUghmfYl/Gjg6awW3qmP2rcy8wzzGI2Iv4IvARZRfdkF5duZP1SLXW0Z8sABP1/iVlOrWX2vIf9YKQGxI1Ym3yMzfztpgx7wOsszaIIXx6+LBDE1Xt6HFs+WPyZi96fZGjk8zF8rv06FOb5NZ2mfTjLdZX/Pp2v76yGdi+/Ve4Bjg4IVR1YjYmFJsJYCbzkn8JutZ/DXAJyNi0QTzlM7uzhHxyDmNvxa4KjP3HAzG9ApSvB74SJSpFgbtC2wfEc+e4fhCEamm+KzkuFQ8KM/INFkdERcBWzEweBERjYMaE45fNwgygfiVtAyyAOdRbuMbJd5lWeMTiEeZ3u7NwPdZPLC2MPD3TeNjje8aEY3T81FuM246jvMQn1ou1YDkoo7rEp2TWdpnU4vP2v4Zdz5d2++rkzxL7MT2a/vMfO9gIDOvrUaIyYHbhYxPNP5MStXlejGKQ4Fr5zi+LaVQSF1U/yYd/ztKleMb1eIPoeQ/y/GHUK5qR0N8VnJcKv6XwOYtndsdgIdn5pcXvTBDFUInFO8yyDLvgxrra7xtsOb1lOrED1608Nrp5IyPN34CcFJEvIvF9gV2jIg3zHB8H8p5VY9PK8cAtqYeLMsdFhHHTzifWYvP2v4Zdz5d229cvtK18zzz7MT265yIeBNwIsNVfyMi7mF8KvErgK9l5mEMiIg7UgrAzGv8N8BTI+Kxte3dpNoPk47/ATg9M19Sy/MA4NazHK9izwY+3BCfiRzXEf8jZeqFeucWSofuy01xpjPYMQ+DLPM+qLG+xtsGa7anFMipS5rPBeP9xh9F+fw/pxZ/KuXxk1mOPxU4Cbh1Q3waOR4MXK+hM/P3lPfELOyzacZnbf+MO5+u7bct36mTPC98JrZHEbEpZW6vg1j8vMjHqq8fanwq8e8Ab87MhcqDAETEfYAtM/Nj8xivXnsmcLva9p5C+WOjfh6OO34O8KHM/Hktx92BjTLzu7Mar2K/oFTvu2w5bUw5/kXg3zLzdGqqwY7PAu9g8aDDqyi/wI7aQOJvodym99iGfXfrzLxJLfYMyqDGLZZa1vhE4wuDNf/JYvcG7gu8gMXH/B+rr19vfKzxFwLvysxFVaMj4tOUae9uNqvxKvZC4N2ZeasZyPE3lHP8OSx2FGUwe+sJ5zNr8VnbP+POp2v7bcu/BbgGeDrDXpuZTVNkzTw7sZI05xY64fUBhOq1HSlTxkx6UGPW4udQOqVrGvbdxpl5Xi32S8qAQX1QY9GyxicaX2qw5meUztUsnGsbWvws5nR6vlnKpYp/GnhhZn6xYfmvZeYuM5Kn+2cy+XRtv235xk5y9doPBwdw5omd2B5FxCaUK7EPZ/EH/EcoH/wHGp9q/CBK+fr1JX4ycFxmXk1NRBybmUcYX3l8lnJZTlxaXywMLtQHIqrXdswlKlBL86CtM6Ni1vbPuPPp2n7XTvK885nYfr2TUhb9Jayd32unKh7AE40b7zF+BHBARBzOYtsAD60+tIyPFt+aso/r8VnKcal4UJ4jHBKl8MNllEGQHSkDIpcDp1aLPGgDiz8YuPE64j+nXIndjvK85XLaMN5//GTK7eJD2jqwEfGJrBUiMm58lPg01pmZv4yIT1DO/ZHM0j4bd3zW9s+48+naftvymfnLUfObJ3Zi+3XXzLxtLXZJRCSQmXm2ceM9xr/A8IP9CSzcFmJ89PgulOdFNhmIz1qOS8U3Bm7c0rl9PPBvwH2zmmswIm5CeU4WYB/jQ/HPUArVXLXwmT6DOW6I8b8Dvh4RV7G4c3s2cDxQnz92T2DviLiLceMt8T0on5P1+LRyDGAv6sGy3H9RntWfZD6zFp+1/TPufLq237h89TOdOu3zwE5sv34ZEX8DfCAz/wwQERtRTioiYiPjxnuMXw5cmpl3ZkBErAZumLVnHIy3x6vY/YEvNMRnIsd1xK+l/EFf79wGsFlmvnpw+cy8NMrgCAudBONr45SCGbtHxPnTzsX4ovhfUabY+cta5/anlMdIvsli+wF/psypbdx4U3w/yh10WzbEp5HjFsA2DZ2Zr1IGWmdhn00zPmv7Z9z5dG2/bflOneR5YSe2X48DXg38d0RcWcW2Br5MOVEuNW68x/iPKVUV646h3G5sfPT4MZRbdV8zA7ksJ34h8M7MfGn9hYj4Y0Q8Fzgxq1suoxR7ivLl2mcJjV93S+rPIuLjlNuwmWYuxhfF70IpIFTv3J4H3CAz78uAiPg2sJ1x423xKvYI4NMN8WnkeC1wNcOdkz8Am8zCPptyfNb2z7jz6dp+2/L70dxJhjmeYsdObI8y80cR8WLg6ywuLHRy9fVBxo33HM+IOKoWP8X4suI3B24Qa+dRm8Uc2+LvYe15UvciyrOdZ0XEjavYZcDHq6+ND8fXUOaX3jYifrnMNoz3H/8t8LkY7tx+HbgNw15Mue3YuPG2+IuBjRi+LXNaOX4X+O/MfPNgMCIeTbl9dNL5zFp81vbPuPPp2n7b8o2d5Oq1H9dj82KjaSewPqn+sPxfym18X67+AZwBfMq48THEP025avGV6l8YX1Z8X+ADlNHKaeeynPiBwCERcVREvKH6d1RE7JmZr8nMozJzj8zctvq3Z2Y+i3JVy/hwfPfMvCfwyhnIxXgVp1yJvQelc/vLaoDhTMrtxA+lJjPfT7liYdx4Yzwz35+Z51PuxJl6jpTOzNYty//DpPOZtTgztn/GnU/X9tuWr+L/3hCH4QGc+ZGZ/uvpH/B94Hot8dXGjRufzXgVu0FLfCZyXEf8eZQJzo+mVLF+YvX1N4Cj68sP/NzFxrvFZykX44vih81YPsbnPD5LuVRxz/H52j/jzqdr+23LN8bn4Z+3E/frz5R5PC+qxa8rzmPcuPGZjP+ZUtzgzzOQy3LiTwV+lJmLph+JiP8EfhMRT2j4md2AzSLim8aH4rtV/zfFZyXHDTEelGmTFgfLcntExD/NSJ7G5yc+a+91z/Gl47O2f8adT9f2G5evvIRSxX3U+MyLqheuHkTEg4A3AqspRXcAdgbuWH19rnHjxmcyfpcqfi7l+bpZzHGp+P2Av83MdzAgIm4J/ADYm/KM56BVlFvU72Z8KL4KOJTyi/3uM5rjhhg/FdiV8tzXoD2r5XerxWctf+OzF5+197rn+NLxWds/486na/tty+8GbAZ8uxYP4LaZuRlzyCuxPcrMUyPitpQPwsGiK1+lnGzGjRufzfjbKb9E9p6BXJYTfwPwhoh4PIs7t7tSnqfeIjO/wYCIOAXYOTMvMr44XsV+DZzREJ+JHDfQ+LbA6Qw/C/Ya4P4zlKfxOYnP4Hvdc3zp+Kztn3Hn07X9tuVXAb8B/roWD+CLzCmvxErSeiDK3MFDnd7MvHZ6WUn9iYjjgOMz8/MNr/1vZjbdNi/NDc/xpc3a/hl3Pl3bb1u+iu+cmfuPI89psRMrSZIkSZobG007AUmSJEmSRmUnVpIkSZI0N+zESpLUICJeHBEZEa1FECNiv2qZ/QZiz4qIRy5jfXtV69y2w88MrV+SpPWdnVhJkpbva8BfVv8veBbQuRNLmav434CRO7Et65ckab3mFDuSJC1TZv4aOHvS642IjSnFGaeyfkmSpskrsZIkLW3PiPhMRPw+In4WES+tpjQaup03In4E3BI4uIpnRJxQvXbbiPhQRFweEX+MiIsj4v8iYpOIeDJwfLW+1QM/u0v1sxkRL4+IoyPih8CfgDu03M58ZkR8PiIeEBFfq/L+dkQ8or5hEfH4iPhelc+3IuLA6ufPHFhmi4j4ryrfq6r8PxURe/S6lyVJGpFXYiVJWtqHgbcDrwQOAP4V+DPw4oZlHwF8HDh34PU11f8fA66gTET/c8qcvg+hDCh/DHgZ8ELgb4BLqp/52UDbTwYuBP4Z+B3wU2CrlpxvA7y+yvnnwHOA/4uIPTLzAoCI2B94N3AK8GxgB+AY4PrA9wfaeh1wIPB8YDWwHXAvYOuWdUuSNFZ2YiVJWtpbM/NV1denRcSWwHMi4pj6gpn59Yi4Cvh5Zl53m29EbA/sChyUmacM/Mj/Vv+viYgfVF9/Y6GjWRPAAzPzDwPt7tmS8/bAPpm5ulrua5QO8WOAV1TLvAQ4D3hEVpPGR8S3gVUs7sT+JfDuzDxuIPahlvVKkjR23k4sSdLS3lf7/iRgC+AvOrTxC8pV1FdFxFMjYrdl5HHqYAd2HVYvdGABMvNy4HJgZ7jumdq9gQ8sdGCr5c4Bflhr66vAkyPi+RGxd/WzkiRNjZ1YSZKWdlnL9zcftYGqo7g/5SrnK4HvR8SFEfEPHfL42boXuc4vG2JXUW4VhnKl9nqUjm1dfXufAfwP8BRKh/byiHhdRNygQz6SJPXGTqwkSUvbseX7n3RpJDMvzMxDKM+e3hn4NPCmiHjwqE10Wd86/By4Grhxw2uLtjczf5uZz8vMXYFdKLcjP50yHZAkSRNnJ1aSpKU9pvb944DfAt9qWf4qYPO2xrL4BqWYEqy9Lfmq6v/Wn+1LZl5LuSr8qIiIhXhE3BW41RI/d1Fmvpay7V1up5YkqTcWdpIkaWlPrabU+SqlOvHfAi/OzF8N9P8GnQfcJyIeBlxKueq5JaVa8HuBC4CNKdWGr6FckV34OYAjI+JEypXSb2bmn8axUZQrqacBH4qIYym3GL+4yvnPCwtFxJcoFYy/Rem87wvcCThxTHlJkrQkr8RKkrS0gyjPs54CPJEyFc6/L7H884DzKQWhvsrajuHFlKuvpwDvAW4GPKwqpkRmLkzL89fA56ufvVnfG7MgM08HDgb2pFQbPooyFc+lwK8GFv0s5Wr0uylTAT0a+KfMfP24cpMkaSkxUJRQkiRtwCJiJ8qV4pdn5lIddUmSpsZOrCRJG6CI2Bz4T+BTlFuebw08l1LY6faZ2aUasiRJE+MzsZIkbZiuBW4CvBHYDvgd8Dngb+zASpJmmVdiJUmSJElzw8JOkiRJkqS5YSdWkiRJkjQ37MRKkiRJkuaGnVhJkiRJ0tywEytJkiRJmhv/H7ya8IK6Bq+lAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], diff --git a/tutorials/quantum_simulation/Spin chain of 3 atoms in XY mode.ipynb b/tutorials/quantum_simulation/Spin chain of 3 atoms in XY mode.ipynb index 76df69e12..e87f3fb3b 100644 --- a/tutorials/quantum_simulation/Spin chain of 3 atoms in XY mode.ipynb +++ b/tutorials/quantum_simulation/Spin chain of 3 atoms in XY mode.ipynb @@ -14,10 +14,10 @@ "We introduce here a new mode of interaction between the atoms driven by the dipole-dipole interaction. This mode is called the XY mode. The interaction hamiltonian of a system of $N$ qubits is now given by \n", "\n", "$$\n", - "H_{XY} = \\frac{1}{2}\\sum_{i<1| projector operator on site j.\"\"\"\n", " prod = [qutip.qeye(2) for _ in range(total_sites)]\n", - " prod[j] = (qutip.sigmaz() + qutip.qeye(2)) / 2\n", + " prod[j] = (qutip.qeye(2) - qutip.sigmaz()) / 2\n", " return qutip.tensor(prod)\n", "\n", "\n", - "magn = magnetization(0, 1)\n", + "excited = excitation(0, 1)\n", "plt.figure(figsize=[16, 6])\n", - "results.plot(magn)\n", + "results.plot(excited)\n", "plt.xlabel(\"Pulse duration (ns)\", fontsize=\"x-large\")\n", "plt.ylabel(\"Excitation of the atom\", fontsize=\"x-large\")\n", "plt.show()" @@ -174,9 +175,9 @@ "metadata": {}, "outputs": [], "source": [ - "magn_list = [magnetization(j, 3) for j in range(3)]\n", + "excited_list = [excitation(j, 3) for j in range(3)]\n", "\n", - "expectations = results.expect(magn_list)\n", + "expectations = results.expect(excited_list)\n", "\n", "plt.figure(figsize=[16, 18])\n", "plt.subplot(311)\n", @@ -214,7 +215,7 @@ "An external magnetic field can be added to the experiment, and will modify the hamiltonian. The XY Hamiltonian is then\n", "\n", "$$\n", - "H_{XY} = \\frac{1}{2}\\sum_{i