From ed872ded777cc3893d8d6188b64cbdce1e16cf08 Mon Sep 17 00:00:00 2001 From: Matt Beach Date: Thu, 26 Sep 2024 16:42:06 -0400 Subject: [PATCH] fix: run notebooks, update noise model --- .../Allocating_Qubits_on_QPU_Devices.ipynb | 161 +- ...vices_and_Checking_Device_Properties.ipynb | 1573 ++++++++++++++++- ...ting_Started_with_OpenQASM_on_Braket.ipynb | 235 +-- .../Noise_models_on_Rigetti.ipynb | 690 +++++--- .../Verbatim_Compilation.ipynb | 85 +- 5 files changed, 2270 insertions(+), 474 deletions(-) diff --git a/examples/braket_features/Allocating_Qubits_on_QPU_Devices.ipynb b/examples/braket_features/Allocating_Qubits_on_QPU_Devices.ipynb index 6439d2cad..93c1a9e1a 100644 --- a/examples/braket_features/Allocating_Qubits_on_QPU_Devices.ipynb +++ b/examples/braket_features/Allocating_Qubits_on_QPU_Devices.ipynb @@ -167,7 +167,40 @@ "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Measurement counts: Counter({'111': 6, '000': 3, '101': 1})\n", + "The compiled circuit is:\n", + " PRAGMA INITIAL_REWIRING \"NAIVE\"\n", + "DECLARE ro BIT[3]\n", + "PRAGMA PRESERVE_BLOCK\n", + "RX(1.5707963267948966) 5\n", + "RZ(3.141592653589793) 5\n", + "ISWAP 5 12\n", + "RZ(1.5707963267948966) 5\n", + "RX(1.5707963267948966) 5\n", + "RZ(4.71238898038469) 5\n", + "ISWAP 5 12\n", + "RZ(1.5707963267948966) 5\n", + "RZ(3.141592653589793) 12\n", + "ISWAP 5 6\n", + "RX(1.5707963267948966) 12\n", + "RZ(1.5707963267948966) 5\n", + "RX(1.5707963267948966) 5\n", + "RZ(4.71238898038469) 5\n", + "ISWAP 5 6\n", + "RZ(3.141592653589793) 6\n", + "RX(1.5707963267948966) 6\n", + "PRAGMA END_PRESERVE_BLOCK\n", + "MEASURE 12 ro[1]\n", + "MEASURE 5 ro[0]\n", + "MEASURE 6 ro[2]\n" + ] + } + ], "source": [ "result = rigetti_rewiring.result()\n", "counts = result.measurement_counts\n", @@ -204,13 +237,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": { "pycharm": { "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "T : │ 0 │ 1 │\n", + " ┌──────────┐ \n", + "q0 : ─┤ Rz(1.57) ├───●───\n", + " └──────────┘ │ \n", + " ┌─┴─┐ \n", + "q1 : ──────────────┤ X ├─\n", + " └───┘ \n", + " ┌───┐ \n", + "q7 : ────┤ X ├───────────\n", + " └───┘ \n", + "T : │ 0 │ 1 │\n" + ] + } + ], "source": [ "# create a random state with neighboring qubits\n", "q1=random.choice(list(connectivity_graph))\n", @@ -225,18 +276,49 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Status of quantum task: QUEUED\n" + ] + } + ], "source": [ "print(\"Status of quantum task:\", rigetti_task.state())" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Measurement counts: Counter({'001': 7, '000': 2, '011': 1})\n", + "The compiled circuit is:\n", + " PRAGMA INITIAL_REWIRING \"NAIVE\"\n", + "DECLARE ro BIT[3]\n", + "PRAGMA PRESERVE_BLOCK\n", + "RX(1.5707963267948966) 0\n", + "RX(1.5707963267948966) 7\n", + "RZ(4.71238898038469) 0\n", + "RX(1.5707963267948966) 7\n", + "ISWAP 0 1\n", + "RZ(3.141592653589793) 1\n", + "RX(1.5707963267948966) 1\n", + "PRAGMA END_PRESERVE_BLOCK\n", + "MEASURE 7 ro[2]\n", + "MEASURE 0 ro[0]\n", + "MEASURE 1 ro[1]\n" + ] + } + ], "source": [ "result = rigetti_task.result()\n", "counts = result.measurement_counts\n", @@ -268,9 +350,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "['RX', 'RZ', 'CZ', 'ISWAP']" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "native_gates = device.properties.paradigm.nativeGateSet\n", "gates_uppercase = [gate.upper() for gate in native_gates]\n", @@ -279,7 +372,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 11, "metadata": { "pycharm": { "name": "#%%\n" @@ -338,13 +431,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "pycharm": { "name": "#%%\n" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The highest fidelity for ISWAP gate is: 0.99312484820244\n", + "And the corresponding qubit pair is: qubit 73 and qubit 74\n", + "T : │ 0 │\n", + " \n", + "q73 : ───●───\n", + " │ \n", + " ┌─┴─┐ \n", + "q74 : ─┤ Z ├─\n", + " └───┘ \n", + "T : │ 0 │\n" + ] + } + ], "source": [ "# the gate must be a native gate\n", "gate = 'ISWAP'\n", @@ -363,9 +473,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Status of quantum task: QUEUED\n" + ] + } + ], "source": [ "print(\"Status of quantum task:\", rigetti_task.state())" ] @@ -392,9 +510,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Quantum Task Summary\n", + "{<_Rigetti.Ankaa2: 'arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2'>: {'shots': 1020, 'tasks': {'COMPLETED': 2, 'QUEUED': 1}}}\n", + "Note: Charges shown are estimates based on your Amazon Braket simulator and quantum processing unit (QPU) task usage. Estimated charges shown may differ from your actual charges. Estimated charges do not factor in any discounts or credits, and you may experience additional charges based on your use of other services such as Amazon Elastic Compute Cloud (Amazon EC2).\n", + "Estimated cost to run this example: 1.82 USD\n" + ] + } + ], "source": [ "print(\"Quantum Task Summary\")\n", "print(t.quantum_tasks_statistics())\n", diff --git a/examples/braket_features/Getting_Devices_and_Checking_Device_Properties.ipynb b/examples/braket_features/Getting_Devices_and_Checking_Device_Properties.ipynb index 9377673fa..a7ea932c0 100644 --- a/examples/braket_features/Getting_Devices_and_Checking_Device_Properties.ipynb +++ b/examples/braket_features/Getting_Devices_and_Checking_Device_Properties.ipynb @@ -79,7 +79,24 @@ "cell_type": "code", "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': Ankaa-2, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2),\n", + " Device('name': Aquila, 'arn': arn:aws:braket:us-east-1::device/qpu/quera/Aquila),\n", + " Device('name': Aria 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1),\n", + " Device('name': Aria 2, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-2),\n", + " Device('name': Aspen-M-3, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-3),\n", + " Device('name': Forte 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Forte-1),\n", + " Device('name': Garnet, 'arn': arn:aws:braket:eu-north-1::device/qpu/iqm/Garnet)]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# to get the list of QPUs\n", "AwsDevice.get_devices(types=['QPU'])" @@ -95,14 +112,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:51:40.189738Z", "start_time": "2023-08-29T21:51:38.108942Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': Aria 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1)]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# for example, the following ARN refers to the IonQ device.\n", "AwsDevice.get_devices(arns=['arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1'])" @@ -117,14 +145,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:51:44.199001Z", "start_time": "2023-08-29T21:51:40.203505Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': Ankaa-2, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2)]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# for example, the following name refers to a Rigetti Ankaa system.\n", "AwsDevice.get_devices(names=['Ankaa-2'])" @@ -139,14 +178,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:51:49.133297Z", "start_time": "2023-08-29T21:51:44.215934Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': Ankaa-2, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2),\n", + " Device('name': Aquila, 'arn': arn:aws:braket:us-east-1::device/qpu/quera/Aquila),\n", + " Device('name': Aria 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1),\n", + " Device('name': Forte 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Forte-1),\n", + " Device('name': Garnet, 'arn': arn:aws:braket:eu-north-1::device/qpu/iqm/Garnet),\n", + " Device('name': SV1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/sv1),\n", + " Device('name': dm1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/dm1)]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# retrieve all devices that are currently online\n", "AwsDevice.get_devices(statuses=['ONLINE'])" @@ -154,14 +210,26 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:51:52.891651Z", "start_time": "2023-08-29T21:51:49.147757Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': Aria 2, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-2),\n", + " Device('name': Aspen-M-3, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-3)]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# retrieve all devices that are currently offline\n", "AwsDevice.get_devices(statuses=['OFFLINE'])" @@ -176,14 +244,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:51:56.454044Z", "start_time": "2023-08-29T21:51:52.891938Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': Aria 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1),\n", + " Device('name': Aria 2, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-2),\n", + " Device('name': Forte 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Forte-1)]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# for example, the following ARN retrieves the IonQ device.\n", "AwsDevice.get_devices(provider_names=['IonQ'])" @@ -198,14 +279,33 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:52:10.758716Z", "start_time": "2023-08-29T21:51:56.382501Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': SV1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/sv1),\n", + " Device('name': dm1, 'arn': arn:aws:braket:::device/quantum-simulator/amazon/dm1),\n", + " Device('name': Garnet, 'arn': arn:aws:braket:eu-north-1::device/qpu/iqm/Garnet),\n", + " Device('name': Aria 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1),\n", + " Device('name': Aria 2, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-2),\n", + " Device('name': Forte 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Forte-1),\n", + " Device('name': Aquila, 'arn': arn:aws:braket:us-east-1::device/qpu/quera/Aquila),\n", + " Device('name': Aspen-M-3, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Aspen-M-3),\n", + " Device('name': Ankaa-2, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2)]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# retrieve the list of devices, ordered by provider name\n", "AwsDevice.get_devices(order_by='provider_name')" @@ -220,14 +320,29 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:52:15.233392Z", "start_time": "2023-08-29T21:52:10.769127Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[Device('name': Ankaa-2, 'arn': arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2),\n", + " Device('name': Aquila, 'arn': arn:aws:braket:us-east-1::device/qpu/quera/Aquila),\n", + " Device('name': Aria 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1),\n", + " Device('name': Forte 1, 'arn': arn:aws:braket:us-east-1::device/qpu/ionq/Forte-1),\n", + " Device('name': Garnet, 'arn': arn:aws:braket:eu-north-1::device/qpu/iqm/Garnet)]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# multiple criteria can be applied\n", "AwsDevice.get_devices(types=['QPU'],statuses=['ONLINE'])" @@ -262,7 +377,7 @@ "# the on-demand simulator SV1\n", "device = AwsDevice(Devices.Amazon.SV1)\n", "# the on-demand simulator TN1\n", - "device = AwsDevice(Devices.Amazon.TN1)\n", + "# device = AwsDevice(Devices.Amazon.TN1)\n", "# the local simulator\n", "device = LocalSimulator()" ] @@ -278,14 +393,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:52:17.759631Z", "start_time": "2023-08-29T21:52:17.502344Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The supported operations of SV1 are ['ccnot', 'cnot', 'cphaseshift', 'cphaseshift00', 'cphaseshift01', 'cphaseshift10', 'cswap', 'cy', 'cz', 'ecr', 'h', 'i', 'iswap', 'pswap', 'phaseshift', 'rx', 'ry', 'rz', 's', 'si', 'swap', 't', 'ti', 'unitary', 'v', 'vi', 'x', 'xx', 'xy', 'y', 'yy', 'z', 'zz']\n", + "\n", + "The supported result types are [ResultType(name='Sample', observables=['x', 'y', 'z', 'h', 'i', 'hermitian'], minShots=1, maxShots=100000), ResultType(name='Expectation', observables=['x', 'y', 'z', 'h', 'i', 'hermitian'], minShots=0, maxShots=100000), ResultType(name='Variance', observables=['x', 'y', 'z', 'h', 'i', 'hermitian'], minShots=0, maxShots=100000), ResultType(name='Probability', observables=None, minShots=1, maxShots=100000), ResultType(name='Amplitude', observables=None, minShots=0, maxShots=0)]\n", + "\n", + "The maximum number of qubits supported by this device is 34\n", + "The shots range of this device is (0, 100000)\n", + "The price of running quantum tasks on this device: price=0.075 unit='minute'\n" + ] + } + ], "source": [ "# the on-demand simulator SV1\n", "device = AwsDevice(Devices.Amazon.SV1)\n", @@ -312,14 +441,1418 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2023-08-29T21:52:19.588547Z", "start_time": "2023-08-29T21:52:17.773910Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The availability windows for Ankaa-2:\n", + "[DeviceExecutionWindow(executionDay=, windowStartHour=datetime.time(0, 0), windowEndHour=datetime.time(23, 59))]\n", + "\n", + "The connectivity graph of the qubits for this device:\n", + " fullyConnected=False connectivityGraph={'0': ['1', '7'], '1': ['0', '2', '8'], '2': ['1', '3', '9'], '3': ['2', '4', '10'], '4': ['3', '5', '11'], '5': ['4', '6', '12'], '6': ['5', '13'], '7': ['0', '8', '14'], '8': ['1', '7', '9', '15'], '9': ['2', '8', '10', '16'], '10': ['3', '9', '11', '17'], '11': ['4', '10', '12', '18'], '12': ['5', '11', '13', '19'], '13': ['6', '12', '20'], '14': ['7', '15', '21'], '15': ['8', '14', '22'], '16': ['9', '17', '23'], '17': ['10', '16', '18', '24'], '18': ['11', '17', '19', '25'], '19': ['12', '18', '20', '26'], '20': ['13', '19', '27'], '21': ['14', '22', '28'], '22': ['15', '21', '23', '29'], '23': ['16', '22', '24', '30'], '24': ['17', '23', '25', '31'], '25': ['18', '24', '26', '32'], '26': ['19', '25', '33'], '27': ['20', '34'], '28': ['21', '29', '35'], '29': ['22', '28', '30', '36'], '30': ['23', '29', '31', '37'], '31': ['24', '30', '32', '38'], '32': ['25', '31', '33', '39'], '33': ['26', '32', '34', '40'], '34': ['27', '33', '41'], '35': ['28', '36', '42'], '36': ['29', '35', '37', '43'], '37': ['30', '36', '38', '44'], '38': ['31', '37', '39', '45'], '39': ['32', '38', '40', '46'], '40': ['33', '39', '41', '47'], '41': ['34', '40', '48'], '42': ['35', '43', '49'], '43': ['36', '42', '44', '50'], '44': ['37', '43', '45', '51'], '45': ['38', '44', '46', '52'], '46': ['39', '45', '47', '53'], '47': ['40', '46', '48', '54'], '48': ['41', '47', '55'], '49': ['42', '56'], '50': ['43', '51', '57'], '51': ['44', '50', '52', '58'], '52': ['45', '51', '53', '59'], '53': ['46', '52', '54'], '54': ['47', '53', '55', '61'], '55': ['48', '54', '62'], '56': ['49', '57', '63'], '57': ['50', '56', '58', '64'], '58': ['51', '57', '59', '65'], '59': ['52', '58', '60', '66'], '60': ['59'], '61': ['54', '62', '68'], '62': ['55', '61', '69'], '63': ['56', '64', '70'], '64': ['57', '63', '65', '71'], '65': ['58', '64', '66', '72'], '66': ['59', '65', '67'], '67': ['66', '68', '74'], '68': ['61', '67', '69', '75'], '69': ['62', '68', '76'], '70': ['63', '71', '77'], '71': ['64', '70', '72', '78'], '72': ['65', '71', '73', '79'], '73': ['72', '74', '80'], '74': ['67', '73', '75', '81'], '75': ['68', '74', '76', '82'], '76': ['69', '75', '83'], '77': ['70', '78'], '78': ['71', '77', '79'], '79': ['72', '78', '80'], '80': ['73', '79', '81'], '81': ['74', '80', '82'], '82': ['75', '81', '83'], '83': ['76', '82']}\n", + "\n", + "Calibration data:\n", + " {\n", + " \"1Q\": {\n", + " \"0\": {\n", + " \"T1\": 9.188738589920766e-06,\n", + " \"T2\": 1.5115358086466058e-05,\n", + " \"f1QRB\": 0.9989751997430271,\n", + " \"f1QRB_std_err\": 2.0679831486331732e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9977906923503519,\n", + " \"f1Q_simultaneous_RB_std_err\": 5.022804153387717e-05,\n", + " \"fRO\": 0.916\n", + " },\n", + " \"1\": {\n", + " \"T1\": 1.1424822873905215e-05,\n", + " \"T2\": 7.81925508978389e-06,\n", + " \"f1QRB\": 0.9986392103526047,\n", + " \"f1QRB_std_err\": 2.5837382143438492e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9953277301386305,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.00042743732391299096,\n", + " \"fRO\": 0.923\n", + " },\n", + " \"10\": {\n", + " \"T1\": 1.4397388097206513e-05,\n", + " \"T2\": 1.339262710713176e-05,\n", + " \"f1QRB\": 0.9983666919759847,\n", + " \"f1QRB_std_err\": 0.0002540204792082052,\n", + " \"f1Q_simultaneous_RB\": 0.9949091215921125,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0008697771710166471,\n", + " \"fRO\": 0.923\n", + " },\n", + " \"11\": {\n", + " \"T1\": 1.3586183291642084e-05,\n", + " \"T2\": 8.375930706648994e-06,\n", + " \"f1QRB\": 0.9987291309192002,\n", + " \"f1QRB_std_err\": 3.472614079514786e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9729235723436281,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.002137921614257448,\n", + " \"fRO\": 0.874\n", + " },\n", + " \"12\": {\n", + " \"T1\": 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\"15\": {\n", + " \"T1\": 1.3607903689853045e-05,\n", + " \"T2\": 1.2713607419342696e-05,\n", + " \"f1QRB\": 0.9983943409536015,\n", + " \"f1QRB_std_err\": 4.027027495615709e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9929483241808174,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.00023770765814441926,\n", + " \"fRO\": 0.942\n", + " },\n", + " \"16\": {\n", + " \"T1\": 1.88513673725692e-05,\n", + " \"T2\": 4.7270850455358685e-06,\n", + " \"f1QRB\": 0.9987853652052536,\n", + " \"f1QRB_std_err\": 3.375389696164912e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9833505453505913,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0009000282675945473,\n", + " \"fRO\": 0.8440000000000001\n", + " },\n", + " \"17\": {\n", + " \"T1\": 6.727376139504448e-06,\n", + " \"T2\": 1.3290167565629393e-05,\n", + " \"f1QRB\": 0.9988148862501292,\n", + " \"f1QRB_std_err\": 4.965553483148904e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9971513895552646,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.00011975972016416049,\n", + " \"fRO\": 0.905\n", + " },\n", + " \"18\": {\n", + " \"T1\": 1.3370961985133656e-05,\n", + " \"T2\": 1.4781911797622444e-05,\n", + " \"f1QRB\": 0.9988395481906874,\n", + " \"f1QRB_std_err\": 3.334202920860159e-05,\n", + " \"f1Q_simultaneous_RB\": 0.991212188518014,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0005735243624384439,\n", + " \"fRO\": 0.952\n", + " },\n", + " \"19\": {\n", + " \"T1\": 1.3694445091389104e-05,\n", + " \"T2\": 1.8948746412036046e-05,\n", + " \"f1QRB\": 0.9989032737033892,\n", + " \"f1QRB_std_err\": 2.1809754472271395e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9377408142450181,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.022945728139192902,\n", + " \"fRO\": 0.881\n", + " },\n", + " \"2\": {\n", + " \"T1\": 1.2858591189370053e-05,\n", + " \"T2\": 1.6878980942888143e-05,\n", + " \"f1QRB\": 0.9984345619163735,\n", + " \"f1QRB_std_err\": 9.08541980198589e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9894961138887621,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0010389843019420724,\n", + " \"fRO\": 0.9279999999999999\n", + " },\n", + " \"20\": {\n", + " \"T1\": 1.4033755270253051e-05,\n", + " \"T2\": 2.417434951047098e-05,\n", + " \"f1QRB\": 0.9984097828044537,\n", + " \"f1QRB_std_err\": 0.0001003650197355637,\n", + " \"f1Q_simultaneous_RB\": 0.9972607664140928,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0002625968643302963,\n", + " \"fRO\": 0.969\n", + " },\n", + " \"21\": {\n", + " \"T1\": 1.2585205427234064e-05,\n", + " \"T2\": 2.092706172954416e-05,\n", + " \"f1QRB\": 0.9987920931253695,\n", + " \"f1QRB_std_err\": 2.75729899097585e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9972438852563055,\n", + " \"f1Q_simultaneous_RB_std_err\": 4.7833914374202874e-05,\n", + " \"fRO\": 0.964\n", + " },\n", + " \"22\": {\n", + " \"T1\": 1.3156398816510328e-05,\n", + " \"T2\": 9.055428316830254e-06,\n", + " \"f1QRB\": 0.9987088311152464,\n", + " \"f1QRB_std_err\": 2.9284210923276044e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9882440316368954,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.00217791143691248,\n", + " \"fRO\": 0.955\n", + " },\n", + " \"23\": {\n", + " \"T1\": 1.2842440379946409e-05,\n", + " \"T2\": 8.215052109680317e-06,\n", + " \"f1QRB\": 0.9974901751854006,\n", + " \"f1QRB_std_err\": 0.0001631397379850662,\n", + " \"f1Q_simultaneous_RB\": 0.9865011235636009,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0010189758801580672,\n", + " \"fRO\": 0.962\n", + " },\n", + " \"24\": {\n", + " \"T1\": 1.9346009082358398e-05,\n", + " \"T2\": 1.1937386114398276e-05,\n", + " \"f1QRB\": 0.9983253042496835,\n", + " \"f1QRB_std_err\": 8.067632036104494e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9950712793653935,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0002141642699176358,\n", + " \"fRO\": 0.968\n", + " },\n", + " \"25\": {\n", + " \"T1\": 1.1785048788788791e-05,\n", + " \"T2\": 1.4754448154974761e-05,\n", + " \"f1QRB\": 0.9979269962576733,\n", + " \"f1QRB_std_err\": 6.060664140314965e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9940890082252032,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0007016219504682814,\n", + " \"fRO\": 0.96\n", + " },\n", + " \"26\": {\n", + " \"T1\": 1.9757994068998704e-05,\n", + " \"T2\": 1.1786900530053712e-05,\n", + " \"f1QRB\": 0.9988929815534089,\n", + " \"f1QRB_std_err\": 2.8473648925082652e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9892190315759715,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.0018571214358147484,\n", + " \"fRO\": 0.966\n", + " },\n", + " \"27\": {\n", + " \"T1\": 1.0772657302764382e-05,\n", + " \"T2\": 9.225720435722181e-06,\n", + " \"f1QRB\": 0.9982554695288404,\n", + " \"f1QRB_std_err\": 4.91454475921194e-05,\n", + " \"f1Q_simultaneous_RB\": 0.9959353976666019,\n", + " \"f1Q_simultaneous_RB_std_err\": 0.00016001458516624184,\n", + " \"fRO\": 0.911\n", + " },\n", + " \"28\": {\n", + " \"T1\": 9.981191636291515e-06,\n", + " \"T2\": 5.688781747165514e-06,\n", + " \"f1QRB\": 0.9983841943846401,\n", + " \"f1QRB_std_err\": 3.876665371947724e-05,\n", + " \"f1Q_simultaneous_RB\": 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" \"6-13\": {\n", + " \"fISWAP\": 0.8350661549230961,\n", + " \"fISWAP_std_err\": 0.018642688812400166\n", + " },\n", + " \"61-62\": {\n", + " \"fISWAP\": 0.9605561884323802,\n", + " \"fISWAP_std_err\": 0.006578316080404304\n", + " },\n", + " \"61-68\": {\n", + " \"fISWAP\": 0.9669918432562913,\n", + " \"fISWAP_std_err\": 0.015121182843608215\n", + " },\n", + " \"62-69\": {\n", + " \"fISWAP\": 0.9814606775419943,\n", + " \"fISWAP_std_err\": 0.0036291564038816206\n", + " },\n", + " \"63-64\": {\n", + " \"fISWAP\": 0.9317990152425788,\n", + " \"fISWAP_std_err\": 0.0176307336668283\n", + " },\n", + " \"63-70\": {\n", + " \"fISWAP\": 0.975625564360936,\n", + " \"fISWAP_std_err\": 0.003896686974752096\n", + " },\n", + " \"64-65\": {\n", + " \"fISWAP\": 0.9679627656238718,\n", + " \"fISWAP_std_err\": 0.0063148296587278475\n", + " },\n", + " \"64-71\": {\n", + " \"fISWAP\": 0.9812035287003874,\n", + " \"fISWAP_std_err\": 0.0036838583297461288\n", + " },\n", + " \"65-66\": {\n", + " \"fISWAP\": 0.9561822123332422,\n", + " \"fISWAP_std_err\": 0.013048407432204236\n", + " },\n", + " \"65-72\": {\n", + " \"fISWAP\": 0.9560707484727107,\n", + " \"fISWAP_std_err\": 0.005119745898548705\n", + " },\n", + " \"66-67\": {\n", + " \"fISWAP\": 0.9048855427128404,\n", + " \"fISWAP_std_err\": 0.013224190178390091\n", + " },\n", + " \"67-68\": {\n", + " \"fISWAP\": 0.9735960543140385,\n", + " \"fISWAP_std_err\": 0.0022440091941664407\n", + " },\n", + " \"67-74\": {\n", + " \"fISWAP\": 0.5,\n", + " \"fISWAP_std_err\": 1.0\n", + " },\n", + " \"68-69\": {\n", + " \"fISWAP\": 0.8100065680392248,\n", + " \"fISWAP_std_err\": 0.06160381859949534\n", + " },\n", + " \"68-75\": {\n", + " \"fISWAP\": 0.9771469178058805,\n", + " \"fISWAP_std_err\": 0.0036298556761483374\n", + " },\n", + " \"69-76\": {\n", + " \"fISWAP\": 0.978963039803022,\n", + " \"fISWAP_std_err\": 0.004310528860614046\n", + " },\n", + " \"7-14\": {\n", + " \"fISWAP\": 0.9566739767031378,\n", + " \"fISWAP_std_err\": 0.012848358579714343\n", + " },\n", + " \"7-8\": {\n", + " \"fISWAP\": 0.9462017648325303,\n", + " \"fISWAP_std_err\": 0.020565841789161106\n", + " },\n", + " \"70-71\": {\n", + " \"fISWAP\": 0.9330614359890608,\n", + " \"fISWAP_std_err\": 0.012520387327788164\n", + " },\n", + " \"70-77\": {\n", + " \"fISWAP\": 0.9837859911880815,\n", + " \"fISWAP_std_err\": 0.0029161913777237193\n", + " },\n", + " \"71-72\": {\n", + " \"fISWAP\": 0.984763755465565,\n", + " \"fISWAP_std_err\": 0.002610649297196644\n", + " },\n", + " \"71-78\": {\n", + " \"fISWAP\": 0.9653037924768116,\n", + " \"fISWAP_std_err\": 0.005032380504562097\n", + " },\n", + " \"72-73\": {\n", + " \"fISWAP\": 0.9732560996989097,\n", + " \"fISWAP_std_err\": 0.002990176011335505\n", + " },\n", + " \"72-79\": {\n", + " \"fISWAP\": 0.9805028887008518,\n", + " \"fISWAP_std_err\": 0.0062179564542838486\n", + " },\n", + " \"73-74\": {\n", + " \"fISWAP\": 0.99312484820244,\n", + " \"fISWAP_std_err\": 0.0026141000472861115\n", + " },\n", + " \"73-80\": {\n", + " \"fISWAP\": 0.9860014674970105,\n", + " \"fISWAP_std_err\": 0.0021649690118058468\n", + " },\n", + " \"74-75\": {\n", + " \"fISWAP\": 0.9476395264300612,\n", + " \"fISWAP_std_err\": 0.0038919330556492614\n", + " },\n", + " \"74-81\": {\n", + " \"fISWAP\": 0.989010587659255,\n", + " \"fISWAP_std_err\": 0.003530918345271284\n", + " },\n", + " \"75-76\": {\n", + " \"fISWAP\": 0.9930268416475938,\n", + " \"fISWAP_std_err\": 0.002047839750711906\n", + " },\n", + " \"75-82\": {\n", + " \"fISWAP\": 0.975003261919278,\n", + " \"fISWAP_std_err\": 0.0033278095773716203\n", + " },\n", + " \"76-83\": {\n", + " \"fISWAP\": 0.978975407953992,\n", + " \"fISWAP_std_err\": 0.004240495156991981\n", + " },\n", + " \"77-78\": {\n", + " \"fISWAP\": 0.9466536450196962,\n", + " \"fISWAP_std_err\": 0.006045840719028088\n", + " },\n", + " \"78-79\": {\n", + " \"fISWAP\": 0.9151932765694304,\n", + " \"fISWAP_std_err\": 0.01246194931606675\n", + " },\n", + " \"79-80\": {\n", + " \"fISWAP\": 0.9608392414159426,\n", + " \"fISWAP_std_err\": 0.008322314755361252\n", + " },\n", + " \"8-15\": {\n", + " \"fISWAP\": 0.9555008835352836,\n", + " \"fISWAP_std_err\": 0.005294697346314612\n", + " },\n", + " \"8-9\": {\n", + " \"fISWAP\": 0.9853092684673772,\n", + " \"fISWAP_std_err\": 0.0029406075385905754\n", + " },\n", + " \"80-81\": {\n", + " \"fISWAP\": 0.9786280670433216,\n", + " \"fISWAP_std_err\": 0.0037847640547627997\n", + " },\n", + " \"81-82\": {\n", + " \"fISWAP\": 0.9847373102108626,\n", + " \"fISWAP_std_err\": 0.005616898527090091\n", + " },\n", + " \"82-83\": {\n", + " \"fISWAP\": 0.9476158528124492,\n", + " \"fISWAP_std_err\": 0.011421722288560053\n", + " },\n", + " \"9-10\": {\n", + " \"fISWAP\": 0.9778464831306,\n", + " \"fISWAP_std_err\": 0.0016229102326154002\n", + " },\n", + " \"9-16\": {\n", + " \"fISWAP\": 0.9241311731108792,\n", + " \"fISWAP_std_err\": 0.007007555394104928\n", + " }\n", + " }\n", + "}\n" + ] + } + ], "source": [ "# the IonQ device\n", "device = AwsDevice(Devices.IonQ.Aria1)\n", diff --git a/examples/braket_features/Getting_Started_with_OpenQASM_on_Braket.ipynb b/examples/braket_features/Getting_Started_with_OpenQASM_on_Braket.ipynb index 7364b2496..fef58eea0 100644 --- a/examples/braket_features/Getting_Started_with_OpenQASM_on_Braket.ipynb +++ b/examples/braket_features/Getting_Started_with_OpenQASM_on_Braket.ipynb @@ -251,7 +251,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "96417df481e2f5d", "metadata": { "ExecuteTime": { @@ -265,13 +265,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "T : |0|1|\n", - " \n", - "q0 : -H-C-\n", - " | \n", - "q1 : ---X-\n", - "\n", - "T : |0|1|\n" + "T : │ 0 │ 1 │ 2 │\n", + " ┌───┐ ┌───┐ \n", + "q0 : ─┤ H ├───●───┤ M ├─\n", + " └───┘ │ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q1 : ───────┤ X ├─┤ M ├─\n", + " └───┘ └───┘ \n", + "T : │ 0 │ 1 │ 2 │\n" ] } ], @@ -292,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "78a5c9f03581cea4", "metadata": { "ExecuteTime": { @@ -341,7 +342,7 @@ " 'ms']" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -353,7 +354,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "85fbc40dc254813e", "metadata": { "ExecuteTime": { @@ -375,7 +376,7 @@ " 'braket_result_type_adjoint_gradient']" ] }, - "execution_count": 10, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -387,7 +388,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "1fa721d9960f5412", "metadata": { "ExecuteTime": { @@ -413,7 +414,7 @@ " 'braket_noise_two_qubit_depolarizing']" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -449,7 +450,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "id": "4d8a62cfc51a18b", "metadata": { "ExecuteTime": { @@ -490,7 +491,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "id": "647e3717ccbba672", "metadata": { "ExecuteTime": { @@ -505,7 +506,7 @@ "Circuit('instructions': [Instruction('operator': H('qubit_count': 1), 'target': QubitSet([Qubit(0)]), 'control': QubitSet([]), 'control_state': (), 'power': 1), Instruction('operator': Depolarizing(0.1), 'target': QubitSet([Qubit(0)]), 'control': QubitSet([]), 'control_state': (), 'power': 1), Instruction('operator': CNot('qubit_count': 2), 'target': QubitSet([Qubit(0), Qubit(1)]), 'control': QubitSet([]), 'control_state': (), 'power': 1), Instruction('operator': Depolarizing(0.1), 'target': QubitSet([Qubit(0)]), 'control': QubitSet([]), 'control_state': (), 'power': 1), Instruction('operator': Depolarizing(0.1), 'target': QubitSet([Qubit(1)]), 'control': QubitSet([]), 'control_state': (), 'power': 1), Instruction('operator': CNot('qubit_count': 2), 'target': QubitSet([Qubit(1), Qubit(2)]), 'control': QubitSet([]), 'control_state': (), 'power': 1), Instruction('operator': Depolarizing(0.1), 'target': QubitSet([Qubit(1)]), 'control': QubitSet([]), 'control_state': (), 'power': 1), Instruction('operator': Depolarizing(0.1), 'target': QubitSet([Qubit(2)]), 'control': QubitSet([]), 'control_state': (), 'power': 1)])" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -528,7 +529,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "id": "4c57de26c172aa5", "metadata": { "ExecuteTime": { @@ -546,7 +547,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "id": "75984e0e95dc4afb", "metadata": { "ExecuteTime": { @@ -559,8 +560,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "sdk measurement results: Counter({'111': 5, '000': 4, '100': 1})\n", - "openqasm measurement results: Counter({'000': 5, '111': 4, '100': 1})\n" + "sdk measurement results: Counter({'111': 4, '000': 3, '101': 2, '100': 1})\n", + "openqasm measurement results: Counter({'111': 3, '000': 3, '100': 2, '011': 1, '010': 1})\n" ] } ], @@ -585,7 +586,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "id": "f3231a7767d20640", "metadata": { "ExecuteTime": { @@ -630,7 +631,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "id": "69c7ae1c396ac705", "metadata": { "ExecuteTime": { @@ -645,24 +646,27 @@ "output_type": "stream", "text": [ "noisy_ghz3_program:\n", - "T : | 0 | 1 | 2 |\n", - " \n", - "q0 : -H-DEPO(0.1)-C-DEPO(0.1)-DEPO(0.1)-------------\n", - " | \n", - "q1 : -------------X-DEPO(0.1)-----------C-DEPO(0.1)-\n", - " | \n", - "q2 : -----------------------------------X-----------\n", - "\n", - "T : | 0 | 1 | 2 |\n", + "T : │ 0 │ 1 │ 2 │ 3 │\n", + " ┌───┐ ┌───────────┐ ┌───────────┐ ┌───────────┐ ┌───┐ \n", + "q0 : ─┤ H ├─┤ DEPO(0.1) ├───●───┤ DEPO(0.1) ├─┤ DEPO(0.1) ├─────────────────────┤ M ├─\n", + " └───┘ └───────────┘ │ └───────────┘ └───────────┘ └───┘ \n", + " ┌─┴─┐ ┌───────────┐ ┌───────────┐ ┌───┐ \n", + "q1 : ─────────────────────┤ X ├─┤ DEPO(0.1) ├─────────────────●───┤ DEPO(0.1) ├─┤ M ├─\n", + " └───┘ └───────────┘ │ └───────────┘ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q2 : ───────────────────────────────────────────────────────┤ X ├───────────────┤ M ├─\n", + " └───┘ └───┘ \n", + "T : │ 0 │ 1 │ 2 │ 3 │\n", "\n", "noisy_program_with_kraus_operators:\n", - "T : | 0 |1|\n", - " \n", - "q0 : -H-KR-C-\n", - " | \n", - "q1 : ------X-\n", - "\n", - "T : | 0 |1|\n", + "T : │ 0 │ 1 │ 2 │\n", + " ┌───┐ ┌────┐ ┌───┐ \n", + "q0 : ─┤ H ├─┤ KR ├───●───┤ M ├─\n", + " └───┘ └────┘ │ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q1 : ──────────────┤ X ├─┤ M ├─\n", + " └───┘ └───┘ \n", + "T : │ 0 │ 1 │ 2 │\n", "\n", "Kraus operators:\n" ] @@ -705,7 +709,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "id": "71245a134d32fa26", "metadata": { "ExecuteTime": { @@ -741,7 +745,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "id": "b831353ac6cfab2a", "metadata": { "ExecuteTime": { @@ -755,7 +759,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Counter({'00': 4, '01': 3, '11': 3})\n" + "Counter({'11': 4, '01': 3, '00': 2, '10': 1})\n" ] } ], @@ -776,7 +780,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "id": "94f2688b3380c621", "metadata": { "ExecuteTime": { @@ -812,7 +816,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 20, "id": "a0aa8a773b16dc22", "metadata": { "ExecuteTime": { @@ -825,7 +829,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Counter({'00': 3, '01': 3, '11': 2, '10': 2})\n" + "Counter({'01': 3, '11': 3, '10': 3, '00': 1})\n" ] } ], @@ -848,7 +852,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 21, "id": "ffc32efec9315f0", "metadata": { "ExecuteTime": { @@ -880,7 +884,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 22, "id": "6d687471d81b2367", "metadata": { "ExecuteTime": { @@ -923,7 +927,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 23, "id": "7b631be4b6785b90", "metadata": { "ExecuteTime": { @@ -940,7 +944,7 @@ " [0.+1.j, 0.+0.j]])" ] }, - "execution_count": 24, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -961,7 +965,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 24, "id": "d33a0cb6", "metadata": {}, "outputs": [], @@ -988,7 +992,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 25, "id": "d747fcb4", "metadata": {}, "outputs": [ @@ -996,7 +1000,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Counter({'0': 7, '1': 3})\n", + "Counter({'1': 7, '0': 3})\n", "Measured qubits: [0]\n" ] } @@ -1023,7 +1027,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 26, "id": "5b4e6ae6", "metadata": {}, "outputs": [ @@ -1031,7 +1035,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Counter({'0': 7, '1': 3})\n", + "Counter({'0': 5, '1': 5})\n", "Measured qubits: [0]\n" ] } @@ -1054,7 +1058,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 27, "id": "74a715eb", "metadata": {}, "outputs": [ @@ -1064,7 +1068,7 @@ "False" ] }, - "execution_count": 15, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -1093,7 +1097,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 28, "id": "144cc3e458a21b2d", "metadata": { "ExecuteTime": { @@ -1127,7 +1131,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 29, "id": "768b980b78c4d451", "metadata": { "ExecuteTime": { @@ -1183,7 +1187,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 30, "id": "a69ab8a7a04aa190", "metadata": { "ExecuteTime": { @@ -1201,7 +1205,7 @@ "box{\n", " rx(3.141592653589793) $0;\n", " rx(3.141592653589793) $0;\n", - " cz $0, $1;\n", + " iswap $0, $1;\n", "}\n", "ro[0] = measure $0;\n", "ro[1] = measure $1;\n", @@ -1219,7 +1223,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 31, "id": "a1cb1cb78d32b7b1", "metadata": { "ExecuteTime": { @@ -1232,12 +1236,11 @@ "name": "stdout", "output_type": "stream", "text": [ - "The native gates for the Ankaa 2 device are:\n", + "The native gates for the Ankaa-2 device are:\n", "rx\n", "rz\n", "cz\n", - "cphaseshift\n", - "xy\n" + "iswap\n" ] } ], @@ -1258,7 +1261,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 32, "id": "f6a7ffff1914fd03", "metadata": { "ExecuteTime": { @@ -1271,12 +1274,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'0': ['1', '7', '103'], '100': ['101', '107'], '10': ['11', '17', '113'], '110': ['111', '117'], '20': ['21', '27', '123'], '120': ['121', '127'], '30': ['31', '37', '133'], '130': ['131', '137'], '40': ['41', '47', '143'], '140': ['141', '147'], '1': ['0', '2', '16'], '101': ['100', '102'], '11': ['10', '12'], '111': ['110', '112', '126'], '21': ['20', '22', '36'], '121': ['120', '122'], '31': ['30', '32', '46'], '131': ['130', '132', '146'], '41': ['40', '42'], '141': ['140', '142'], '2': ['1', '3', '15'], '102': ['101', '103', '115'], '12': ['11', '13', '25'], '112': ['111', '113', '125'], '22': ['21', '23', '35'], '122': ['121', '123', '135'], '32': ['31', '33', '45'], '132': ['131', '133', '145'], '42': ['41', '43'], '142': ['141', '143'], '3': ['2', '4'], '103': ['102', '104', '0'], '13': ['12', '14'], '113': ['112', '114', '10'], '23': ['22', '24'], '123': ['122', '124', '20'], '33': ['32', '34'], '133': ['132', '134', '30'], '43': ['42', '44'], '143': ['142', '144', '40'], '4': ['3', '5'], '104': ['103', '105', '7'], '14': ['13', '15'], '114': ['113', '115', '17'], '24': ['23', '25'], '124': ['123', '125', '27'], '34': ['33', '35'], '134': ['133', '135', '37'], '44': ['43', '45'], '144': ['143', '145', '47'], '5': ['4', '6'], '105': ['104', '106'], '15': ['14', '16', '2'], '115': ['114', '102'], '25': ['24', '26', '12'], '125': ['124', '126', '112'], '35': ['34', '36', '22'], '135': ['134', '122'], '45': ['44', '46', '32'], '145': ['144', '146', '132'], '6': ['5'], '106': ['105', '107'], '16': ['15', '17', '1'], '116': ['117'], '26': ['25', '27'], '126': ['125', '127', '111'], '36': ['35', '37', '21'], '46': ['45', '47', '31'], '146': ['145', '147', '131'], '7': ['0', '104'], '107': ['106', '100'], '17': ['16', '10', '114'], '117': ['116', '110'], '27': ['26', '20', '124'], '127': ['126', '120'], '37': ['36', '30', '134'], '137': ['130'], '47': ['46', '40', '144'], '147': ['146', '140']}\n" + "{'0': ['1', '7'], '1': ['0', '2', '8'], '2': ['1', '3', '9'], '3': ['2', '4', '10'], '4': ['3', '5', '11'], '5': ['4', '6', '12'], '6': ['5', '13'], '7': ['0', '8', '14'], '8': ['1', '7', '9', '15'], '9': ['2', '8', '10', '16'], '10': ['3', '9', '11', '17'], '11': ['4', '10', '12', '18'], '12': ['5', '11', '13', '19'], '13': ['6', '12', '20'], '14': ['7', '15', '21'], '15': ['8', '14', '22'], '16': ['9', '17', '23'], '17': ['10', '16', '18', '24'], '18': ['11', '17', '19', '25'], '19': ['12', '18', '20', '26'], '20': ['13', '19', '27'], '21': ['14', '22', '28'], '22': ['15', '21', '23', '29'], '23': ['16', '22', '24', '30'], '24': ['17', '23', '25', '31'], '25': ['18', '24', '26', '32'], '26': ['19', '25', '33'], '27': ['20', '34'], '28': ['21', '29', '35'], '29': ['22', '28', '30', '36'], '30': ['23', '29', '31', '37'], '31': ['24', '30', '32', '38'], '32': ['25', '31', '33', '39'], '33': ['26', '32', '34', '40'], '34': ['27', '33', '41'], '35': ['28', '36', '42'], '36': ['29', '35', '37', '43'], '37': ['30', '36', '38', '44'], '38': ['31', '37', '39', '45'], '39': ['32', '38', '40', '46'], '40': ['33', '39', '41', '47'], '41': ['34', '40', '48'], '42': ['35', '43', '49'], '43': ['36', '42', '44', '50'], '44': ['37', '43', '45', '51'], '45': ['38', '44', '46', '52'], '46': ['39', '45', '47', '53'], '47': ['40', '46', '48', '54'], '48': ['41', '47', '55'], '49': ['42', '56'], '50': ['43', '51', '57'], '51': ['44', '50', '52', '58'], '52': ['45', '51', '53', '59'], '53': ['46', '52', '54'], '54': ['47', '53', '55', '61'], '55': ['48', '54', '62'], '56': ['49', '57', '63'], '57': ['50', '56', '58', '64'], '58': ['51', '57', '59', '65'], '59': ['52', '58', '60', '66'], '60': ['59'], '61': ['54', '62', '68'], '62': ['55', '61', '69'], '63': ['56', '64', '70'], '64': ['57', '63', '65', '71'], '65': ['58', '64', '66', '72'], '66': ['59', '65', '67'], '67': ['66', '68', '74'], '68': ['61', '67', '69', '75'], '69': ['62', '68', '76'], '70': ['63', '71', '77'], '71': ['64', '70', '72', '78'], '72': ['65', '71', '73', '79'], '73': ['72', '74', '80'], '74': ['67', '73', '75', '81'], '75': ['68', '74', '76', '82'], '76': ['69', '75', '83'], '77': ['70', '78'], '78': ['71', '77', '79'], '79': ['72', '78', '80'], '80': ['73', '79', '81'], '81': ['74', '80', '82'], '82': ['75', '81', '83'], '83': ['76', '82']}\n" ] }, { "data": { - "image/png": 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iENgNbk5ywutAH3ZyTBilFUp+P3yZcD9XkZAjEDQQ4pcnqHdq6qkoKldyPqOQNv7XPZSa2MkOwZ4cScnVHg9wd0IuE+slgcCemD0kggPJOQBEBLozunMwUJmkV1qhwtfNkdg2vgB0CK6Mjx7SPoCsa7qT8ReyddoL9HBicGQAfyakUVSuZGL3wHp8NwKBoCrCoBTUOxpPRX6pdQLkPq4OtA/24EBSjvbYjjMZlFYomdSjpY5B+cDANrYarkAgsBGTY8KYHFOZQHNr11Bu7RoKoC2vGBXozvLpPXXueW18FwDizmcx9bM4nXOTerZELpPyw/4UlCo1d/YRZVcFgoZCGJSCBsGUp8JBKmXV/bGs++8yFzKLKa1Q0tbfjXv7t8FRLtVW0gDIK6ngw61neWpEFLklFexKzKBbmDf39xcGpUBgj8xYGc/e81kGZcPiLmTT+n/rLW7r4+3n+Hj7OWRSCQMj/IkI9LDlUAUCgRVI1EJbRWBHDHhrK+kFZbwyNpperXwI8XbBSS4lo6CMuAtZfLz9HGcNlF68p19rZvRpRUsfFzIKynB1lOHr5tQA70AgEJgiJbuY4Ut2UGZDeR8nuZTNcwcTVgcxmgKBwDKEQSloMEx5KmqKTCqhX1s/Vt0fa7M2BQKBbVmzP5nnfk2wWXtvTezClBix3S0QNCQia0HQYCya0MXmmdhyqYRFE7rYtE2BQGBbpsaEM29klE3aenpke2FMCgR2gDAomwBFZQqOp+ZxODmH46l5FJUpGnpIFhHm68orY6Nt2ubCsdFi20sgaATMGRrJmxO74CSXIrNyYSmTSnCSS3lrYhdmD42ooxEKBAJrEFveNqaoTMHFrCLKFSoc5VJa+7nViS5a4tUCVscns+10OsnZxTri3hIg3NeVoe0DmR4bTmSQfQeqL9uWyDubztS6nadHthcPF4GgkZGSXczzvyWw62wmEtSoTYiKyaQSlCo1AyP8WTShi1g8CgR2hDAobUB9GndVJ1/N5GqMxjT5rtmfzPx1x1Go1FbFVMqkEuRSCQvHRottL4GgkaFWq/n555/p3LkzV0ok3PbsEtr0u4Xscpn+POrnytCoQO7sEy6yuQUCO0QYlLWgvo272hpdr4yNZqodG11N1VgWCASGuXDhAm3btgVAJpOhVCr5+uuvGTNhEqkFFXW+0yMQCGyHMChrSH0bd7baFp43Moo5QyNr3U5dovX4nkknKatY55zwVAgETYeKigpcXV1RKHTjvt3c3Pjtt98YMWJEA41MIBBYizAoa0B9G3fNWWLjs6++YfazC3juhZeYMmmi8FQIBE0ItVqNn58fOTk5OsednZ2Ji4vjhhtuaKCRCQQCaxFZ3layZn+yTYxJgHc2neGH/ckmr0nJLmb+uuM26U/Dy+uOk5JdbP7CBuTYsWNs2bKFt15bSEX6BTauXoGnMh85yoYemkAgsBHz58/XMyYlEgl//vmnMCYFgkaG8FBagVKlRiaVsHTzGZZWKf9niB9m9SG2jR9f77to0CC8u29r7urTijBfV6QSkMsM2/b5JRV4ujjUqs9JPVryzu2Na3L29fXVe9AAxMbGEhcXZ+AOgUDQmFizZg133HGH3vHIyEjOnLHNol0gENQfwkNpBTsTMyy67q6+rWjt52b0/OwhEcy/tRMbjl/hnq/+5aeDlwxeV1yuYH1CWq373Ho6nQkf79H7V1xuv3qVt912m8HjQ4YMqd+BCASCOqFFixZ0795d73haWhrCzyEQND6EQWkhiVcLePLHI2ava+ntwjOjOvDy2mMGz3u7OvDojRGs2Z/M4k2n2Xsui//9lkBWYZnetW9vOM27/5yudZ/ZReUcTsnV+ZeYXmi1mHB90qlTJ4PH58yZU88jETR1GmthgMaK5vN2b9WZVX9uY8XnXwIQEhKCk5MTxcXFFBfbd0iOQCDQR2Q3WMjq+GSLDLBFE7uwOzGTjSeuGjw/OCoAZweZjldSJoEv91xk3qj22mNqtZr1hy+ilDrUuk9DjO4cjJNcZvH19UlFRQVLly41eO7nn3/miSeeqNfxCJoeTakwQGPA1OcN/rR86HPuGdWbyT1CcFcW4OZmfIdHIBDYJ8JDaSHbTqeblQea0iuMbi29eXmdYU8hQPtrD6dTVwq0x5Rq+Hp7AiqVCoA9e/YwYOhw0kvMb/tY0qex+/JLK+zSG1NeXo6Hhwfu7u565w4cONAAIxI0FVKyi5mxMp4RS3eyKj6JJD3jBtRAUnYxq+KTGLF0JzNWxtt9Epu9YsnnDRJk3sF8tz+FMcvjeXlruvi8BYJGiDAoLaCwTEGymQkuyNOJF27uyBt/nyS9QH/7WoO3qyNlFUpKKnSzlfPVzpw9e45t27YxYMAADp1JRiIx7RG1tM/qtAtwo1drX/74L5WLWUUW31dfuLm5cezYMfLz8/H29gZg1apVZGdn89VXXzXo2ASNlzX7kxm+ZAd7z2cBmF0gas7vPZ/F8CU7WGNGkUGgi/i8BYLmhTAoLSApq8jAqlqX18d34WRaPt/vTzHbnqG2JBIJSGWUlVUahioL/jTW9FmVyb3CAFizP4Vyhcqqe+sTiUTC8OHDkcvlTJs2DR8fH+RyEaUhsJ5l2xJ57tcEyhQqqwoRQKWhU6ZQ8dyvCSzbZlppQVCJ+LwFguaHMCgtwJzRNbpzMIOjAnhjwyk8neXafwAOMimeznLk1+Ivc4vLcXaQ4eyg/9H7+HiTm5sLgERtWm/Rmj6rIpdKmNi9JSdS80i4nIej3H6/AkVlCtp0H0ibXkM5eaXALrfnBfZPfWvHNnfE5y0QNE+Eu8cCzBld7YM8cJBJ+f2R/nrnpvUOZ1rvcGatOsCmE1e1sZMdgj05kpKrvS7A3YkAP18mT56Ms7MzC157gxwT0hnW9FmVYR0CCfBw4sNtiUjApLxRQ6AfvN8OhjzOLR/uFskSAqtRqtRMjQnnSl6pjo6rVAL39m/DoEh/ooI88HZx5HJuCf+cuMLyHefIL9VfvFTVjlUoVUa1Yy2hqEzBxayiJleruq4KMfRr50+Yr6tN2xUIBLal8c9g9UBrPzdMRTP+fPAScdfihKqyZlZfNh6/wpd7LnD6aqUhueNMBqUVSib1aKljUE7q2RK1Wo1UKmX8+PGMGzeO3gv/wphPzpo+qzI5JozSCiW/H75MuJ+r3TzEUrKLef63BHadzUQmlRjcJquaLPHVvosMjPBn0YQu4kEjMMrOxAyGtg/UO+7sIOOJYZH88V8qa/ankFNUTnQLLx4dGsGwjkGMWbabsio7E7OHRPDUiCiW7zjHnnOZjOkayh29rStf2hwyy71cHDj96miDhRh6tfJhUs+WRId6ERXkjpNcxoC3tnIpt8RgWxoDvqWvC/klFfUxfIFAUAvsw5qwc9yc5Mzo00qbSBMR6M7ozsFAZfb3pdwSo5PilfxS4i5ka1/nlVTw4dazPDUiitySCnYlZtC1pTdPDI/UScKRSCQ8fXNXDiTn1LpPDYEeTgyODODPhDSKypVM7K7/oG0I1uxPZv664yiuGZHWBu+/MjaaqY2kNrmg/tBoxx5+aaTeudIKJQMXbyO3+LqhEnchm9TcEpZP78noziH8fuQyoK8dC7D3XBYjOwXh5+5kdhzNZbGkKcRgzNDuH+HPgAh/jqfmU1iqoG87P6NtVTXgNXPk/0Z3MJuoKBAIGg5hUFrIwnGdtf+/tWsot3YNBTC5wjbGR9vPUlSuYEafVswc2IbMgnL2nctiSDVPyuSYMCbHhNmkT6j0gsplUn7Yn4JSpebOPg1vhC3blljjeCulSo1Spea5XxPILCxjztBIG49O0JgxpR2rUqNjTGr479quQaiXs/aYQe1YqURPO9YQzWmx9PaG0/yZkGrUoPxgayLvX/NazhzY1qhBaciA35+UQ2wbX4Z1DKqbwQsEglojDEoLSbxawIilO626p/X/1hs999Xei3y196L29ea5gwxeN2NlPHvPZ1mcKWmqz4+3n+Pj7edQKxWUJh8l45wvEYF9LWq3LrB18H6AuxNTGsnDV1D3WKIdW51+7fwBOJN+PVzEoHasSs0fCakmDcrmtlgy93lbWk3RkAGvVKlZtv2sMCgFAjtGGJQWEhnkwcAIf6uMO0uQSSX0a+tHRKDhmKlFE7owfMkOm/WpVqtRq5Tk/rOc1wvj+fPPP83eUxcJBMaSJQDu6deacTeE0srPDTcnGZmF5RxKyuGDrYkkphfqXHtf/9b0bu1HdKgnYb6ulFYocXawzwpAgvpDox3r7Wq+0pSGIE8nnr2pPf9dymXLqXTtcWPasclZxahUaqQGvKDNbbFUk8/bGIYMeIAjybmo1Wqx7S0Q2CnCoLQQtVrNjI4O/HvRcAxUTZFLJSya0MXo+TBfV14ZG81zvybYpD+JREL2Pysoz05j/fr1zJ8/n3HjxtG5c2ccHR2119V1AoGxZAkAH1cHtp/J4GTaOfJKKgj3deWhwe34/ZH+jFm2m/OZ18XYp/duRXGFkr3nshjuKCO9oIyOIZ5Wj0fQtLBEO7YqXi4OfHVPb0DCnO8O6XnTDLWlBipUKpyk+guYjGqFBqzJKp/UoyXv3H6DFaNveKz9vE1hzIBXA+VKld2WjBUImjvCoLSQ9evXM2bMGEY8NJ8z3jE2a3fh2GizgfdTY8LJLCyrlcdDs7LP2fE1hUf/ud7/woUsXLgQuVxOz549+fjrH1iy+0qdJhCYSpYAWLJZ12MZfyGbQ8m5bHlyMOO6tWDJ5uufw/ClO7QP/42PDyKvpIKz6QVGPb6C5oE1gv2eznK+vT+WIE9npn0eR0qObnxyVe3Y0grddtUqFXDdwCkoKMDDwwNVtd+NNVnlW0+nM+HjPTr3S6USFoyJpksLL4vfV31i6wIJxoxTS7fNBQJB/SMMSgvZtWsXUqmUf1a8gu/AaXj0n1brNp8e2d7ibaw5QyPxd3fSBvhb4yWVSSWolUrY/yMFcT8bvEahUHBeEsId3x5H82yoqwQCU8kSxsguKrvWZ7UHuoEhfhuXzIKx0Va1L2haWCrY7+ksZ/UDfQjzcWH65/F626yASe1YZ0cH1q5dyx9//MGmTZuocPYh7cx/egaRNVnl2UXlZBeV69zv4iCjjb8bJeUKXBztb9q2ZYEEUwa8oWINAoHAPrDfMil2xpYtW1BdM2ayd31H0bZPcZBitWEkk0pwkkt5a2IXZg+NsOreqTHhbJ47mH5t/bRtmesLoF9bP3Y8M5zzm78lNzeXjRs34uqq60306jcF1yEPUKawzlgF60ulWZosIZWAo0xKuwA33prYlYyCMp1AfaPtn0k3e42gaWNOOxauG5Phvq7M+OJfjqflG7yuqnZsVW7r0QKVSsX//vc/Vq5cSUpKCm5dhhlsw5qsckPc2jUEdyc5G45fMfOuGgZLPm9LqWrAVyXA3alWYvICgaBusb+lrp1x7Ngx3n77bQ4ePKhzPOvfPyg4e4CRz3/J0YwKo9vDGjTn+7X1q5W+XJivK6vuj70e43gmneQsAzGOfq4MjQrkzj7hOtu/np6ejBw5kpdeeokXXngBlUqFe9eReA+aUaPxVMdcAsG55MskZRfh4+po8HxVTr5yE07XEmzOZRQy9bM40vJKzd6XnFVMUZnCbkTbBfWPm5Oc6bHh2m3k6jquajV8c18s0SGeLFx/ArlUQvcwb+39WUXlJGcXA6a1Yz///HNOnjypvc+5dTerxmkoq9wQU3qFkV9awfId55jQvaXJaxsCNyc54b6u5JfWXoDcWPGHBwa2qXXbAoGg7mj2T1xTGcz33HMPX3/9NTKZfhC4Wq2mR1Qrlk3qQJmTT42Mu9oQGeTBgrHRLCC6RlnYc+fOJSYmhq43dCPA389gZYvq/DCrD7Ft/Ph630WD5dVaeLvw+LBIhkQFGMzG3L17N7c98DguExZa9B4nrtiLo0xKuJ8r9/dvw5qZsUz7PF4v07s6auBiVhHRofYZbyaoH14bfz3ZrbqOK0C3awbkgjH64RE/H0xh3s9Hta+ra8dmFJTx4/YjhIaGMmvWLD799FMkji7IvSyXtTGWVV6ddgFu9Grty+r4JBKvFtrtYmn2kAijhRhKK1T4ujkS28YXgA7BlfPgkPYBZF3b4o+/VozBkAHfLcyb+/sLg1IgsGfsb1aqByzNYK5wqdxaVip1sw27devGihUriI2N1R6rjXFXW9yc5FYbT05OTkRFRbH1RBpTBhmvWKHhrr6tTNb9jgpyZ83MviRnF/Pa+uNkpyYxqZ2UAQMG4OPjw7Jly3jqqadwCI7ExcIxHk+t3II8nJLL5hNX2T5vKM+Mas/MVQfN3Gn7JAFBw1DT39P+/fvpP/o2QmcuN3qNKc1WQxjSjo0I7MWtt95Kv379ePj51y2WtDGXVV6Vyb0qixus2Z9i14slc4UYogLdWT69p849GqM/7nwWUz+L0x43ZMDnl1bg62a+MpFAIGgYmpVBaW0JNKX3jfR7vhf/fjQXRd5V7TVffPEF3bt3N9hHTYy7hqLU0Zs3d5xkyqDOJq9r6e3CM6M68NSPR/hkRi+D1yyZ3I20vBImf7KPcqUKcOKnNx+hPDMZBwcHKioqt8KkFWUG7zdHUbmS8xmFtPF3t+h6WyYJCOoXW0hWPf/886hyUym5cAjn8K5IZLab6gxpx9599904hkTxdrzprWswn1VeFblUwsTuLTmRmkfC5TzAvhdLpgoxxF3ItsqI1xjwms971f2x5m8SCAQNRrN56q7Zn8zwJTvYez4LsDyDOVXlQegDH+PT6xYAnJ2d6dLFuG5kY8LSbOtFE7uwOzGTjSeuGjwf28aX6FAvvthz4ZoxCWqVErduNwFojUkARU4a6hpof/i4OtA+2IOLWUVmr5WASW+qwD5JyS5mxsp4Rizdyar4JJKqGZOgu+AbsXQnM1bGk6KJdczLY+/evTz99NNs3rwZpVJJ9oaPUKuUNfrOGcOYdmzXzp3M3ls1q3zGSsNZ5VUZ1iGQAA8n1hxI0R6z58XSogldbJ6JbU6rVyAQ2AfNwkNZmxJoaiRIHJzwHP4wPsHhdFAlIZc3jY/NkmzrKb3C6NbSm+FLdhi9pve1uKjCMiVf3hNDv7Z+KFRq9p3uxpzJOzh9+rT22ptHDiO0rTNevgGAfqyVg1TKqvtjWfffZS5kFlNaoaStvxv39m+Do1yqrQWsoUsLL1r6VG6iuzvLkUhgRt9WdhljJjBObWpeD1m8hdLd35C6W18SS5F3lZx/PsHv5sdsNlZj2rHmMp2rZpXfuTLeaFZ5VSbHhFFaoeT3w5WSQva+WLJ1IQawTKtXIBA0PE3+qWvLEmjKzrdwx9iONmmrobGkVFqQpxMv3NyRN/4+SXqB8a3qYM9KyZPFk7ryV0Ia9369n0APZ54aGcWuXbt48skneemll9i/fz+jRo3C399fe2/1WKv0gjJOpuVzR0w4Id4uOMmlZBSUEXchi4dWn+NstYScu/u2YlLPMJ1jC8ea3sIX2Be1rXkNEhwG3IOnUkr+vh91zkskEoKKzhGYeZBU/56GG7ECU9qxbk5ybbxjbbLKNQR6ODE4MoA/E9K0lXTC/VztfrFki0IMGqzR6hUIBA2Lfc9MtSQlu9hgNnJtePWv0wxuH9zoV8yWlEp7fXwXTqbl8/3+FJPXaRIRDifn6Hgmzlwt4K/HBvLNN98gkUiIioqqPH4ln5Hv7zLa3v9+s9y7Me/nozrZuKBJlhCVchoDtlnwVX7/fAbfhaooR1sJ6sknn2TRokU4OTlp+6ppYQC5VMLCsdFmjZvnRlcuOGubVQ4wqWdL5DIpP1z7/cmkEoZGGS5Xam/UthCDpZ+3QCCwH5q0QRnm68ojQyJ0SvUZwpQczn39W9O7tR/RoZ6E+boSdz6L539LaPQB4uYC+0d3DmZwVAC3f7IPT2fdr4mDTIqns5ziciUKlZrc4sqqHjvPZOpcdyItnwqFCodqMV9RwZ4MjPA3GrxfUwwlSwjsF6VKzdSYcK7klepIVllT9xqq/UbfuIUdu/dy+8TxvPrqq1pjEio9Z/3b+ZtNzNNQE+3YxKsFjFi60+A5a7PKP95+jo+3n9O+VqrU3Nmn8RhYms978ju/k4ZXvWn1CgSChqHJGpR5xeV4uTqaDcY3J4czvXcriiuU7D2XxTDHSj3KXWczG329aHOB/e2DPHCQSfn9kf5656b1Dmda73BmrTrAphNXTScWGAkqWzShC8OX7LCpQSmC9xsXOxMzGNpe3+NmTd1r0P+Nyn1DmT9/vl41KKh9YQBzRAZ5iMUSaHVoy3PS2P/2XYy/+2E6j3uoXrV6BQJB/dJkDcpPdp7nmZs6mLzGEjmc4Ut3aDXiNj4+CKic3Bt7vWhzCQQ/H7xE3LWM+KqsmdWXjcev8OWeC5y+WmlIbj+dTnG5gsHtA1i554L22s6hnjgYKZUmgvebN4lXC3jyxyMcfmmk3jlr6l6D/m9U5uzB0HF3mOy/toUBTFE3iyUazWIpLi6OoUOHMnToULZv345SqSQy0L1BtXoFAkHd02R/xbvPZvKMmWvMyeEABgWHlSo1286ks4DGa1C6OcmZ0acVJRWVou3Vkwgu5ZZwKdewPt6V/FLirlW1AMgvVfDeP2d48ZZOvDOpK+v+SyXAw4lnRpk26EXwfvPFlGSVtXWvDf1GfzyUxoKWvhaNxdbasXWxWCrft5qwV2+2WXt1SUFBAaWlpfz999/aYydOnCA9PZ3AwMBGpdUrEAgsp0kalIVlCi7lFJu8xhI5HFM0hXrRC8ddz4Y2VNnCGj7ffYGCUgX39m/NmBtCKSpTcimnmCBPZ5P3ieD95oklklXVsbTuNdDgCz5bLJY028a5O74hb9+PXLr0Fi1b2l8d7+pUrW2uYd26dfzzzz8kJSUREBDQAKMSCAR1TeO1hkxgLoPZUjkcU9hzCTRLMZVAYAxTiQU/HEjhhyoCzJvnDrKozfpIlhDYD5ZIVlXH0rrXGuxhwVebxZIENSpFOdn/rNBmre/atYs77jC9ld/Q/PjjjzzxxBMGz40fPx4/P/NlXgUCQePEfksu1AJzGcyWyuHUth97R5NAYEm1HGuQSSUMjPC3KrhekyzxzxODmBHbilZ+rgZiPNVUZKfSySGTzXMHser+WGFMNkIskayqijV1rzVoFnwNzdSYcDbPHUy/tpWGlLnfmuZ88YXDpH3+iNaYBHjwwQf56KOPKCpq+PdljKSkJIP1zKOiovj222+RSpvkI0cgENBEDUpTGcwaOZw3NpzC01mu/QfX5XAsLR1mzyXQLMXeSqVpkiV2zBvKsQWjWP/oAH57uB/rHx3AnKALpH46i79evZesCydsOmZB/WHNQqxq3esZX8SbrHtdm37qEksWSxKglZ8rM2JbcafPBfJ+fx1lvq4ntqCggEcffZSQkBA2b96sc66oTMHx1DwOJ+dwPDWPojJdaaX64umnnyY5OVnPcPT39xfGpEDQxGmSW96mMpitkcMxhb2XQLMUe862rh68/9nFSk0+lUrFwIED8fb2Zt68eTzzjLn0K4E9YelCrGrd6+mfm697XdN+6guLM8vHRvPEfVP55JNPePnll1GprhvGEomEiooKXF1dr0sfnU4nOduAFI+vK0PbBzI9NpzIoLqR4jH0Plq0aKE9//zzz5OQkEBkZGSd9C8QCOyHJmlQujnJaelj2KCxRg7HFI2hBJql2Hu2tVqt5tNPP+WLL77QHquoqCAjI4PU1FSb9iWoe8xJVkHN6l5Xxd4XfOYynf39/XnhhRc4f/48X3/9NUplpRqDs7Mzv23ayfKTCnb9sdNovLEaSMouZlV8El/tu8jACH+bxRubM2SDPeR43fgAE7oE8Prrr9W6P4FA0DhoGhaRAe7r3waonRwOQJcWXrT0cQHA3VmORAK3dAlhcGTTylS052xrlUrFCy+8QEGBvqH/ww8/MH/+fHx8fGzer6BuMCdZZW3da0O/0Rl9WzWJBd+gQYP44osvkEql+Pn5URLagzl/X0V57edp7neqOb/3fBbDl+zglbHRTK3hbzQlu9hs4pwaSCtQ4NnjFrZIZcxYGS8S5wSCZoJEba6UTBPClBzOxTduMVh68Z1JXZnUM6w+hmcXWPLQ0CCTgFKNTb0fxvjtt9+YOHGi3nG5XE5cXBw9e/ass74F9Yem7vXuZ280ek31utdN+TealJREZGQkd955J52nzOOD7RfM32SGeSOjmDPUui3o2tZBr40hKxAIGgdN2qCcsTK+zkqgNfZa3uYwV5quPDsV75LLrH3nqXoplbZhwwZGjx6tc8zR0ZErV64I72QjpCaSVdawee6gJlPCLy8vj79O5/G/32wX5/zWxC4W7yYs25Zok3CYmhiyAoGg8dCkDcqU7GKGL9mhU/e3tjjJpWyeO7hZbeFUD7xX5V2la6f2AKxYsQJ/f386depEx44d62wMeXl5rFmzhpycHP73v/8B0KFDB4MiyoLGgVjwWYZSpUYmlbB08xmWbknUHpdK4N7+bRgU6U9UkAfeLo5czi3hnxNXWL7jHPml+pneLbxdeHxYJEOiAgjwcDIo8VOVNfuTbZqwZ40hKxAIGhf2lQZpYzQZzLakOdaL1iQQdA/3oYWrmi8+Xa4999BDDzFp0iTefvvtOh2Dl5cXDz74IM899xxvvPEGUJmYI2i82Jtklb2yMzHD4HFnBxlPDIvkck4JC/88wb1f/cv3+5O5o3c4Pz/UD6dqWe5RQe78MWcAUUEeLPr7FK//ZXoxlpJdrBcCVFteXneclGzTVcwEAkHjpPFHrZvB3jOYGxMqlYqoqCgyMvQfcEFBQfU2jueee47PP/8cf//KUnwmJVgEdos9S1bZC4lXC3jyxyMcfmmk3rnSCiUDF2/TqXsedyGb1NwSlk/vyejOIfx+5LL23JLJ3UjLK2HyJ/soV1bu2kyNCTMaGuDl4sDpV0freUYBerXyYVLPlkSHehEV5I6TXGY0Rv2+/q3p3dqP6FBPwnxdOWllxr5AIGgcNGkPpYY5QyN5c2IXnORSq6vCyKQSnORS3prYhdlDI+pohI0DqVTKjBkzDJ776quvDBqadcVjLy2iNHoMgxdvo/OCjdzy4W4mLN/LLR/upvOCjQxevI0F646TaIEElKDhmBoTzryRUTZpqyku+FbHJxuds1RqdIxJDf+l5AIQ6uWsPRbbxpfoUC++2HNBa0zKpBK+jUs22HZxuYL1CWlGx9U/wp8BEf6k5pZwKCnX5HuY3rsVLXxc2Hsui8zCMvJKKjhrQT12gUDQuGgWBiXUvARav7Z+bJ47uMk9qGrKq6++ajDu6urVq2zatKnO+0/JLmbGynjeO+VGQXB3kqrp4IGuBt+IpTuZsTJebLPZMWLBZ5xtp9OtjjHt167Sc3+mitHWu40vAIVlSr68J4bTC2/i6MsjGdEx0GAb81btYvFG41viH2xNZMDb23jw24NsPW26tvrwpTsYs2w3z/56lKzCcgCjhqxAIGi8NBuDEiwrgaZWqwn3ceHO2HDWP9JH1IuuxpkzZ6iexxUcHMy///7LtGnT6rTvNfuTGb5kB3uvCdNbq8G3Zr94iNkr1Rd8ErXpRLrmsOArLFPo6G1aQpCnE8/e1J7/LuWy5dR1Qy/Ys9JbuXhSV67ml3Lv1/t54fdjhPu7UVBQSFZWFkqlkt9++43+/fuzdv9Z1Cbk561J5TR07bYzpo1QgUDQ+GiWgWaGSqBlZufy+quvsPm37ynydONwWRnvy2Tk5OSYzYRsTnTo0IHPPvuMkJAQpk+fTl5eHl26dCEmJqZO+62NdInymnbec78mkFlYJqRL7BTNgm//6RRuevR1/LsOptzBU7+koJ8rQ6MCubNPeJORBjJEUlaRnvfdFF4uDnx1T29AwpzvDukYcpo57HByjk7M6pmrBfz12EDeeOND3n77bXJzc5E7uxM6MMQ2b8IIyVnFFJUpRKyzQNCEaPa/ZjcnOd+8v0gnSzkrqxSAtm3bCmOyGs7OzjzwwAMAbN68mZiYGJydnes0MWbN/mSbJFUBvLPpDAHuTk3So9WYKS0t5dNPP6VDhw7Mnj2b7LNniZUn89Nv65ptwlW5FXJnns5yvr0/liBPZ6Z9HkdKjm5yTG5x5VbzzjOZOsdPpOWTeiWdG264gdzcXAAkngF1Pu+pgYtZRSbLTwoEgsZF85iZzdC5c2eDx3v06FHPI2lceIW1p+u9r3LKpx2dF2zU9yT5ujK0fSDTY8OJDKq5JymjoEzv2D39WjPuhlBa+bnh5iQjs7CcQ0k5fLA1kcT0Qu11bfzduCMmnL7t/Gjl64pKreZ8RhGZBWX4ezjVeEwC23LmzBkef/xxnWMpKSlkXU0lOrx5Gv+OcssikjR1z8N8XJj+eTynrugnvBg6pkEiqVRw0L6WOVg/2BpgjcEsEAjsn2YVQ2mMGTNmcO+99+od37p1K5mZmQbuaN5oEmNGLN1JQXB3yh096zQxxlCopI+rA9vPZPDcr0e564t/Wbr5DJ1CPfn9kf609XfTXjcw0p8bOwTy97E0HvnuEE/8cIQLWUXCmLQzIiP1wxCOHTtGq1atWLduXQOMqOFp7edmIoqxEo0xGe7ryowv/uW4EUme7afTKS5XMLh9gM7x6BAPQoICadOmDUuXLsXLywuJWmmjd2AaSw1mgUDQOBAeymsMGzaML7/8UudYdnY2d9xxB//8808Djcr+qFrTFwwbe1WpnhhjTU3fc+mFtAt010sCAliyWVcXL/5CNoeSc9ny5GDGdWvBks2VW+R//JfKN/uSdK7dfiYDb1cHhrYPRCpCGuyC1157zeDx4OBgevXqVc+jsQ/cnOTM6NOKkopKAy8i0J3RnYOByuxvtRq+uS+W6BBPFq4/gVwqoXuYt/b+rKJybVJPfqmC9/45w4u3dOKdSV1Z918qAR5OPD2ysuJVdHQ00dHR3HXXXcx/dRFr67iAmoRKg1kgEDQdhEF5jV27dukdk8vlODg4oFarRSwl9Z8Y88uhSzxzUweL+8guKrvW1/WttBwDOn0ARy/lMaxD/YmxC4yTmZnJokWLDJ574403CA0NrecR2Q8Lx10Px7m1ayi3dq38LAa8tRWAbtcMyAVj9CuC/XwwhXk/H9W+/nz3BQpKFdzbvzVjbgilqEzJpZxigr1ctNf4+PjwwXuLObBoEyV16KgM93NtNrGwAkFzQfyiryGTyQgODqZz585s3ryZwMBAkpKScHZ2Nn9zM6AhEmN2n83kGTNtSSUgl0oJ83Xh2VEdyCgo46eDl8yOoU8bP3KKy/FxdbRi5IK6wN/fn7i4OF544QW2bNmicy47O7uBRmUfJF4tYMTSnUbPt/7feqva++FACj8cSNG+3jx3kMHrnhjRkQPJOYC+Z7S0QoWvmyOx17QtOwRXxkcPaR9AVlE52UXlxF+4/nfr0sKLlj6VRqu7sxyJBGYPbnqaoQJBc0eiNrSf2MwZPHgwCoWCTVt3NNsM06qkZBczfMkOymwYRO8kl7J57mCDGp+5ubns+fcgL8UrOfTSSIOl3zScXngTTg4yAM5lFDJr1UHOZRQavFbDlF5hvHVbV1754zjzRrZvln9Te2TLli0MHz4cgHnz5pGRkcHMmTPp379/A4+sYZmxMp6957OsFjg3hUwqoV9bP1bdH2vVfZryin3a+LJmVl+D18Sdz2LqZ3Ha1+9M6sqknmG1Gq9AILB/hEFZjcSrBbz+404OpJZShHOdZS43JvJLKvB0cTBp2Gn4YVYfYtv48fW+i8xfd1zn3MU3bjHb14EDB5g4cSJXyuREz1nBYTMGZXSoJ44yKeF+rtzfvw0hXs5M+zxeJ9O7KkOiAvhkRk82n0xn9neHWP/oACFd0kBUl5q6fOoIo4YN4YEHHuCzzz5r6OHZDfW9oNNgT4asQCCwf4Rr5hop2cU8/1sCu85mIpNKUKK/1V01c/mrfRcZGOHPogldmnQlHU1N3zt6m0+kuatvK7OB9usT0vh813nta99Ta+nRvhUDBw5k+/btPPXUU6hUKuRBlm2JHU+tzGo9nJLL5hNX2T5vKM+Mas/MVQf1rh0U6c+KO3uy+2wmT/xwGBDSJaBv2NWlJz7xagGr45PZdjqdZL2ymWpaPvQ5wSNjSLxa0GwWbOYI83XllbHROoLktWXh2Giz89aiCV0YvmSHTQ1KuVTCogldbNaeQCCwH4RBiX7msrUl/azJXG5svL3hNH8mpJo1KFt6u/DMqA489eMRPplhPCs3s7CMwym5AKhVSgpO5vHVR4/p6OABoFJYPdaiciXnMwpp4++ud25QpD+fzuhF/IUsHv72EBXKyr9hc5UuMWXY1YUnXm/BZvA3JkHmHcx3By6x6t+UZrFgs5SpMeFkFpbZJI756ZHtLRL2byhDViAQNE6a59O0Csu2JfLcrwmUKVRWr8SVKjVlChXP/ZrAsm2mt4IbK9tOp1v0uSya2IXdiZlsPHHV4rYlUhkubXvpG5NARXaqdQWDqdSmbB/swcWsIp3jA68Zk/svZjNr1UHKlZX9NUfpkqoaoqvik0jS8xLaVkMURA12WzFnaCRvTuyCk1yqrWVuKTKpBCe5lLcmdmH2UMsTYqbGhDNvZJS1QzWIpYasQCBonDRrD6Uo6WeawjIFydnFeLuarpwxpVcY3Vp6M3zJDrNtjrshlCm9wpBI4MzVQr7ee4H3vnRGXVGqveamm27Czc2N1m0rjb3qWaYOUimr7o9l3X+XuZBZTGmFkrb+btzbvw2OcinvV4m37NXKh0/v7EVGQRkfbz9HpxBP7blgL+dmlZDTEJ54UYPdtkyNCad/O38LvL2VaM73a+tXY2/vnKGR+Ls7ab871iy8ZVIJcqmEhWOjm9TcKKg76jMER2Bbmu1fSalSMzUmnCt5pTVONDFU1q+sQqnNOm7sJGUV6XmvqhPk6cQLN3fkjb9Pkm6gRGJVfj9yma2n0knLK8HPzYkpMWG8c3s3/C4t5oWnHmPy5MnIZDLeeOMNwquU26uuv5deUMbJtHzuiAknxNsFJ7mUjIIy4i5k8dDqc5ytkpAzIMIfF0cZYb6ufD+zT40/i8ZOQxh2YsFWN4T5urLq/tjrYQtn0knKLKqsoXgNCZVaj0OjArmzTzgRgbULW2gIQ1bQfKjvEBxB3dBsDcqdiRkMbR9o9jpTiSaasn6/Hr7E0Ut5OMql3Nu3NQOjAgxe39iwJGHl9fFdOJmWz/f7U8xe+8QPR3Rebzh+hc/v6sW8OQ8xpE9P+vatlCFRKpXEx8dz5PwV3jhq+Cv6v98si+tauiXR6IJh89xBtX7QNgYawrBLyS7Wy/KvLS+vO06/dv7COLlGZJAHC8ZGMzevJT4BwQRHdmH93xvrzKtj0JDNKgLqzpAVNG0sia1ujsmwjZVmaVAmXi3gyR+PcPilkSavM5doYqis39ZT6RxfMKpJuOjNJayM7hzM4KgAbv9kH57Ouu/XQSbF01lOcblSu8VqiN8PX2Z4xyCtMQmVIvOxsbHExsLu4rqTLmkODztTnvh7+rVm3A2htPJzw81JRmZhOYeScvhga6Ke7JIlkk9V8XJx4PSro/Ukn6QSuLd/GwZF+hMV5IG3iyOXc0v458QVlu84R37p9WQsQzsA5rzgzZHnnnsOdUUp6acP0d7fCVfXun3QagzZBUTTM7YfyTklbNq8VWxPCqxCJMM2PZrlL391fLJFQe3mEk0MlfWTSSX8eyGboR3Mez/tndZ+bpj6lNoHeeAgk/L7I/rC09N6hzOtdzizVh1gk4lEHXMVLetKumR8ixKbtWfPmPLE+7g6sP1MBifTzpFXUkG4rysPDW7H74/0Z8yy3ZzP1E1u0kg+SaUSuoR6sWCsfrk/MC015ewg44lhkfzxXypr9qeQU1ROdAsvHh0awbCOQYxZtlurt1h9B0AulXBr1xCixJYXUFmyctu2baxYsQKo9Oz/8ssvzJgxo976P7w/DrVaTQvnCgIDG/+cJ6gfRGx106RZGpSWZC5bk2hSFaVKbTaJpbHg5iQn3NeV/FLD9bB/PniJuGuZu1VZM6svG49f4cs9Fzh9tcBkH9NiW5k8XxfSJa4n/2TSax9z8OBBevToYbN27Q1znvglm3U9lvEXsjmUnMuWJwczrlsLlmzWnfCrSj4dTMoxuqVpSmqqtELJwMXbyK2yGIu7kE1qbgnLp/dkdOcQfj9yGTC8A7DrbCZdW3gTFSyMykGDBnHy5EmdY3PmzOHs2bO88sordd7/yy+/jKYuxqeffsqLL75Y530KGj/2FlstkoBsR7P71CzJXLYm0aQ6U3qF0T3chzKFEid540/OmT0kwmhN30u5JVzKNezpu5JfSlyVer6zBrYlMtCdPeeyuJJXgp97ZVJO37Z+ZsdgSw2+nB1fkxz3M1KplHXr1jVpg9JST3xVsosqv+9KA1JOVZGoVSzffJx3p11PdCovL+fLL7/kq2PO+ASGGLxPpUbHmNTw3zVDNdTrekEBQzsASpWa3ecyhUEJeHjofwb5+fn88ssvdW5QHjt2TOsZBfjggw945plncHR0rNN+BY0be4mtFklAdUOzMygtyVy2JtGkKkOiAlg4Lpr1CWm09nNtEiX9JseEMTmmsg5v9WxrY8akIc5lFDK8YxBDOwTi5eJAaYWSE2n5XMkrIdjLxez9tZYukUD6ho/IP/gXAGq1mnfeeYfWrVtz2223GXw4N3Ys1RCVSkAulRLm68KzozqQUVDGTwcv6V1XXfLpy81HmDlzJs888wz79u3jxRdf5NLVTMLm/mj1WPu18wfgTLppjzZAx2BP1Go1EnPxEk2Y4uJiDh8+bPBcbGzdljVcu3Ytd999t86xjIwM7rvvPj755BPc3JqXtqvAcozFVmuIDvXkf6M70j3MG6VKzd5zWbz+1wlScvSfNXf3bc1dfVrR0teF/BLDu2jVEUlAdUuzMyjNZS7XNNGkelm/H2f1palgbU3f1v9br3dsy6l0tpxK176uSU3fmkqXxIR78u9Hc8k7pluOsaioiHvvvZeHHnqILVu20L+/fixoY90OsVRDFODkKzdppa7OZRQy9bM40vJKda4xJPn03t2Dee3yPqKirgtfOwS2sdrQC/J04tmb2vPfpVyd74ghpvQKo287P9LySgixYCHSVHF2duajjz7iueeeIzv7+k6ATCarcy/h33//TV5ent7x1atX8+yzz9KliyitKNDHXBnfdgFurJnZhxNp+cz+/hBOchlPDo/ipwf7cfOHu8guKtdeO3tIBE+NiGL5jnPsSsyga0tv/je6g8m5RyQB1T32/2S0MeYyl2uSaGKorF9TKulnTzV9DUmXJGcZ2LKoIl3iUJJN75eTtfFeVZFIJPj4+OjoXjaF7RBLPPEaJq7Yi6NMSrifK/f3b8OambFM+zxeJ9PbmOTTs08/xftL3iUzMxMAicy6+GEvFwe+uqc3IGHOd4dMFkequgMQ6uXcrA1KqVTKzJkzKSoqYu7cuQAEBQVx5syZOve2y+XGHxvu7vplTwUCMF/Gd+7wKMoVKu7/+gCFZZVqD8cu57HtqSHMGtiWNzecAsDb1YFHb4xgzf5kFm86DcD+pBxi2/gyrGOQwbZFElD90OwMSnOZy9Ymmhgq69dUSvqVlJSQkZFBeHi43dX0rSpdYt6L6MHly5fZsmULM2fOJCVFN5Rh3759hIWFNantEEs0RDUcT80H4HBKLptPXGX7vKE8M6o9M1cdNHmfRvKpV69ebNiwAQC10rKtJwBPZznf3h9LkKcz0z6PM7itpaH6DoChBV9zZPr06VqDcsWKFXh6epq5o/a8//77FBcX89VXX2kXaVKplPfff5+wsLA671/QODEVgiOTShjWIYhfD1/SGpMAl3NLiDufxcjoIK1BOTgqAGcHmU5YjlKlZtn2swYNSntLAmrKNB03moW4OcmZ0acVw6998TSJJqM7B+PsIOVSbglxF7L1/sH1RBNNsoChsn7dw7y5qXNwo9gWNcdLL71EREQEP//8M60Ulyn91/rYOEPYuqavm5Oc6FAvuof7EB3qZfCzl8vljBo1ikWLFgGVnkmpVIparebPP/9scvWma+ohLypXcj6jkDb+5j1Nmt2lV155hffff5+goCAUOWkGPcHV8XSWs/qBPoT5uDBjZTynrhiPnay+A6BQqpvEgs0WBAQE4OHhgZeXF+PHj6+XPmUyGc8//7zO3/mxxx5jzpw5Jr2XguaLJgTHGK18XXFxlHHSwDxw8ko+rX3dcLo2p7W/titUfc44kpyrN/fUVRJQion30pxplr/+heM6a/9fm0STpl7W75dffqGiooLbb78dAFdXV15/6X+8veVCo63pe/PNNyOXy+nUqRObN2/mnXfe4cOtiZRdrpn3ta62Q2obu6nMvWLSE28MH1cH2gd7cCApx+y1E7q3RK1W07t3b3r37s2DDz7IN998w6KjWeBmOMsbrhuT4b6u3LkynuNp+UavNbQD0MrPtUks2GqL5jsS3n0Qvbp3o6hMUW+fS0REBAMHDmTXrl04OTnx8ssv10u/gsaJuRAcb9fKuN+84nK9c3nFFUilEjxdHMgoKMPb1ZGyCiUlFUqd69RAuVKlo65iiySgST1a8s7tN1j3hpspzXJWTrxawIilO626x1CiibGyfo29pN+FCxd47733uHjxos7xmJgY7hvcnpFdwxttTV9fX18OHz5M69atcXd3p/uk2fxgo6382m6H2Cp288iRI7z44ouMnfw/HF0rPY3VJZ8cpFJW3R/Luv8ucyGzmNIKJW393bi3fxsc5VLer/K9Nij51CuMQdVKjDo5OTFz5ky89qcYlZpSq+Gb+2KJDvFk4foTyKUSuod5a9vIKirXejIM7QBIpRJGRwfX6PNtChj8jvR7mO1A5wUb6zW+d+LEiezatYtx48bh4+NTp30JGjeWhuCY3NxQG/yvbj/lFVqDsrjMNklAW0+nM+HjPXr3r34gFlfHZmlCGaVZfhqRQR4MjPC3eUk/tUpJz5YedmtMWuL1Wr16NXfeeafBbLkdO3bw1FNP8d5771mdGGNPn0nnzpUeanvRRLNl7GZFRQV33nknf/75J61bt9Yer+6JTy8o42RaPnfEhBPi7YKTXEpGQRlxF7J4aPU5zlZJyDEk+XQyrYCfD6QwqZd+zJwpqSmAbtcMyAVj9Cvt/HwwhXk/H628vonvAFiDvcX3FpUpaNmlD44hUUya+US9ekcFjQ9zITi51zyT3m76CgVerg6oVGptgY3c4nKcHWQ4O0gprdA1VEtLijl1PIElS5awNc+P4N631DoJKLuoXCfDHMDdSW61xm9zoNnOALbOXFar1aiVCiJz9gNDbdKmLbDW69WtWzd8fHzIzc012F5CwnVvnnWJMfaHqe0QS+tcuzjIePu2rnQK9STI0xmpBL3JxxS2lLJQqVS8/PLLHD9+nDZt2uDgF0bozOVG2/rfb5Z5ZqtLPmnYPHeQ0XtMSU0Z8vYbovoOQE2kppoC9iJ3YmguCbn7PZ7eks0zW+rXOypoXJhLhk3KLqakXEkHA9+bDsEeXMwu0pZk1cROdgj25Mi1gggA/m6OBPj5suTdd/j+++8JffBTJFLDhqw1SUCGGN05uEkULrE1zS4pR4OmpJ+tkEgk5PyzgnXff2mzNmtDSnYxM1bGM2LpTlbFJ5FUzZgEXY/GiKU7mbEyHs+QNuzcuVMvuLlbt278+++/bNq0yWB/liTG2BMaTTRjaOpcP/frUe764l+Wbj5Dp1BPfn+kP239ryeEOMgkSCSwcvcFHl59kJnfHOCXQ5ctSkxZti2R535NoEyhsnpho1SpKVOoeO7XBFqMvB83NzdkMhlvvvmm9pqKrBRKLhxCarGAkGXIpBIGRvib9DovmtAFuY1X8DWVmmrM2Oo7smybfmiOpdR0LhGJCwINbk5yQjyMS4opVWq2nLrKqOhg3ByvG2qhXs70aevHxmNXtMd2nMmgtELJpB4tddqY2MkLlUrF77//jsTRBbm38Thua5KADDGlVxj5pRUUVTFGBc3YoIRKoex5I6PMX2gCjeGQs+NrCo/+w6lTp/jkk08oLzfupSoqU3A8NY/DyTkcT82z+ZeythnLT6/4HajM5tRsfb///vvExMQ0meokb284zbv/nDZ6fsnmRN7fksimE1eJv5DNTwcvMWvVQdyc5Izr1kJ7XX6pgjnfH+a7f5PZlZjJnnNZfLA1kT1n9aWnqmJLKQuHnhORRhiW0cne8BFKheVSPpZgiWFn6wUb1F5qqrFha7mTH2qgRNDU1A8EtaM2z67+PoUM61AZd11dXQVgyeYzuDjK+OLuGIZEBTCqUxBf3BNDTlEFn+2+oG0nr6SCD7eeZVrvcOaNbE9sG19mDmjNvLE9KSgo4I033sCrRTuTzypLk4AM0S7AjV6tffnjv1QuZhVZ/P6bA/btRqoHalPST61UoFYpyf5nBYVH/9Eef+ihh5g3bx4TJkxg1qxZDBgwoN7Esm0h4HrSoztTFn7JikfHc+utt3Ly5En69m06lX/A8rKEVbG0zrVSpebo5VwGRPobPG/r2E21Wo3PiIcoTTqKIu+qzjlpSQ7Sw7+gjrnDZv1ZatjZpAa7Wg0SCU+PbM/tPVuya9cuBgwY0GQWNsZQqtRMjQnnSl6pzra/VAL39m/DoEh/ooI88HZx5HJuCf+cuMLyHefIL9V9wF9845Yaj0GIQQvANsmCxcXFLH54ova1IXWVcxlFTP10H8+N7sjH03ugUKnZdy6LWX8d1Asj+mj7WYrKFczo04qZA9uQUVBGYZkCXy8vxo0bx7fBEcz+/aLZ92ZpElBVJl+LG1+zP4VOIXWv+9qYaPYGJdS8pF+3EFdapO7kj+yTFFa7prCwkFWrVrHnyCn6Pf5hvQTT29KjEVccwMbEfLZv305eXh4ODtZVQLFnrClLaGmda6j8Xrg4yOjZyodJPVqiUKqQy/Q3AcJ8XXlkSARLNuv+rSyN26xOZJAH6x8dgNM7E4mNjUUqlfLHH3/g6empLcNXG+OgKtZqiNa2BruyooLsTSu4qOjCzW8lsHHjRv78809uuaXmhlJjYGdiBkPbB+odd3aQ8cSwSP74L5U1+1PIKSonuoUXjw6NYFjHIMYs262NNdOwPiGNz3edRyqV0CXUiwUWeI6FGLTAVolgZWVlREdHc/HiRQKnLMQ5vCsSmWHT41hqPneujLdofF/tvchXey8ajK1uHdYSuGj0XmuSgKoil0qY2L0lJ1LzSLic16Qq4tkCYVBeoyYl/SpjyEbw0dsLee+995g3b55Om369xyAd/mCNt4usCaav04xlPz+bttvQWFOW0JI61wBjuobw4R09tK9/PJCCOjuJKSMHAJVexLy8PP47mcjgvjEGYyw1cZsn086RV1JBuK8rDw1ux++P9GfMst2cz9TfXpFKYPFtXckpqiDYS4azXwu+Wb4Ef39d72htDbvaaIjWdMHWr60fY0OKmLx4I+/8txGojFXesmVLkzYoE68W8OSPRzj80ki9c6UVSgYu3kZu8fWHXdyFbFJzS1g+vSejO4fw+5HLOvdkFpZx+FrywsGkHLOqC/aifiBoOGqTCHbju1uJlSfjmnaEixcvcujQIbKyKp+B2Rs+IuSBj0Eqs9kug6EQHFsmAVVlWIdAAjyc+HBbYpOpiGdLhEFZjZpkLkskEubMmcP8+fMpKqp86Hv2nYz74LuoVDWwPpje2u0icwKuVflhVh9i2/jx9b6LJh8crf3cCPZytmrsjQFryhJaUucaKgPFxyzbjbuTnO7h3jw0uB07dpzhrrvuwtXVlZ9//pmsrCzaTZzL2V9iDPa1ZLPu3y3+QjaHknPZ8uRgxnVroefRBLh/QFuCvZxZsfMcC8ZE0+f2h2jVqpXB9mtj2NVWfqamC7b163UzwtVqNUuXLkWlUvH000/TokULmhqr45ONSpKo1OgYkxr+u2Ywhpr5vcqkEr6NSzbppTQ1l/Rq5cOkni2JDvUiKsgdJ7nMYEGINv5u3BETTt92frTydUWlVpNeUGZybAL7oLahDgo17Fa1Iu/ELnL3/KNzXlWQQc4/n+B382O2GCpgOATHzUlOuK+rQS+jZpyaJKA3/j5JUXmlSLomCeiLKjGbVZkcE0ZphZLfD18mXBRY0EN8GibQZC5bgpOTExMnTmTVqlX4xtyKx+C7bDIGS7aLNBnLxvS2qnJX31YWraqkEnhzYheyCsubnFFpzTaFpXWu80sVJFzOA2Df+SySs4pZNm0YX6xYxqpVq7TXObfubtVYTcVttvZz5cnhUTy65hDeLpVbNzlyX5Pt1dwTbxusWbBt3bqVMWPG6LWhVqt5//33SU1N5ccfbVMO1J6oSXxvv3aVHukz6fpZq+NuCGVKrzAkEjhztZAf9yVSXFyMq6vuQ1ilUlFcrjQ5l/SP8GdAhD/HU/MpLFXQt53h3YuBkf7c2CGQXw9f4uilPORSCbd2DSFKyAnZNbYIddB4Hr0G3omiIEubX9CrVy9uvvlmwsLCSFBJWXvB8oW9MUyF4MweEmG0wEJphYolm8+wdvYAvrg7huU7zuEklzJ3RJReEpCGQA8nBkcG8GdCGkXlSiZ21w9Jae4Ig9KGvP/++yxZ+j5+vj618hQa0jasUKhwMGIIvb3hNH8mpJo1KFt6u/DMqA489eMRPpnRy+S1Gs/Xp7vO8fKtts3WbWjMbYcYw5o610dSKieyqKjrKgISRxfkXuYnIUvjNt+a2JUtp66y+WS6VkLjSl6pRSLT9qAham7B1qFDB0aMGGFQqqpt27a89dZbescbox5qVayJ79UQ5OnEsze1579LuXp6ob8fuczWU+mk5ZXg5+bElJgwXp3Ui6UfLKN1eEvGjh3Ltm3b+Pjjj1m7di2D5n5IvneE0bnkg62J2ipKMwe2NWpQ/vFfKt/sS9I5tutsJl1beBMVLIxKe8RYIpgGS8oUAtzXvzW9W/sRHepJ2Bu3sGP3Xu67ewZ79uzRxnQD9K2yrV4XITimCixYmwQEMKlnS+QyKT/sT0GpUnNnHxETXJ3GM9M2Anx8fNh2Op2hpp1EgGlPYVVtw5ScSi23id1bMKF7S4PXW+rRWDSxC7sTM9l44qrJ6wx5vpoS5rZDjGFNnevewZU/rcuXLyORSFCr1ci9gy2KG7IkbvOuvq1oH+zB7CWHdI6rgYtZRRZ71sE6T3x9EhoaysaNG/niiy+4//77dc7dfPPNtGnTBrBdyUp7wJr4Xqjcnv7qnt6AhDnfHdLLWn3ihyM6rzccv8Lnd/Vi9sMPEhoayrRp0ygpKUEul6NSqbgi9cfJxFxigbwqADkGtuWVKjW7z2UKg9JOMZYIBpaXKQSY3rsVxRVK9p7LYpijDLlvKB999JGOMQn1E4JjqsACWJcE9PH2c3y8/ZxFOrzNFWFQ2hBTwfRVMecp1GgbVmVXYiaDIgPwc3fSHlOr1Xzz3Q9czHLH10C2WlWm9AqjW0tvhi/ZYfZ9GPJ8lZQrcGlCdUtNbYdYU+d6Wu9wYlr7sisxg7S8UlwcZfRu5cO9/VujVCpZuXIlLVu25O2330Yis8zrZC5us8W178/CP0+QWai/krYmRrQxMHnyZGbOnIlKpaJ37978+++/fP3118x+9mVe33jebsoR2gJr/naeznK+vT+WIE9npn0ep+cpMsbvhy8zvGMQvXr1YsOGDQAoFApkzm4US11wMnN/begY7IlarW7ysk+NDXPPLkvLFAIMX7pDu/DY+PggZM4eRPQwrJNb1yE4tq6IB82zwIKlNB0LwQ4wFUxfFUs9hVVRq5R8/NNGXrp3LKmpqRQUFPDQQw+x50QSofd9aPLeIE8nXri5I2/8fdJsYLwxz1dqXintAsxv9TYWTG2HWFPn+tSVAm7sEMgzozrg4+aAUqXmYmYRhWVK/NydtNVrxowZw7RHnrFobObiNheOi+bM1QI2HEvD07nyJ+x8rbqEm6NMKxTcVHB3d+e9996jffv23HTTTRw5coRhs17mlo/iQFr5vhuqHKGtsTS+19NZzuoH+hDm48L0z+O15egsQWPLqarF5Uo9A6FGwSCWMaVXGH3b+ZGWV0KIl0ud9SOwHlPPLmvLFBryYptLBKurEBxNgYXnfrWszKwlNLcCC9YgDEobYsnWszWeQqiqbRjArImd+f7775k2bRoSiQSJRII8KMJsG6+P78LJtHy+359i8jpTnq8KZdPyeoHp7RBL61wfSs7hgW8OaF8bqzfdv39/Du3ayIj391o1RkNxm+2DPGjp48rR+aP0rl8zq69FZR8bG48//rj2/7tz3PAY9iBKqEx7tgJ7F9y2JL5XY0yG+7py58p4jqflW9XHhO4tKC8v58iRI8hkMtRqNSqVymIPek0YEhXAwnHRrE9II9TLWRiUdoapZ5e5MoUDIvxxkksNyuxo2z+TzgIsi8W3dQiOTQosXMNaHd7mhjAobYQlwfTWeArBkLZhMnfdNxOo3O5Wq9WolabjAEd3DmZwVAC3f7JP683S4CCT4uksp7hciUKlNun5MlXXtLFS39shfp7utPSxbmVrKG7z0e8P6/09BkcF8PCQCN7ZdJp5I9tbP/BGQlMW3N6/fz9RUVHM6NOKkopKGZPq4RhqNXxzXyzRIZ4sXH8CuVRC9zBvbRtZReUkX6uhPWtgWyID3dlzLosreSX4uTsxpVcYg6ICiIuL49SpU5SVlTFv3jxWr15tdi6pKYMi/VlxZ092n83kiR8O8/sjhrc/BQ2DuWeXpWUKM0w805Kzii1KFqwraqXDKwG5TFpjHd7mhDAobYQlwfSWego1GNI2/PW33xh38yitF0qRk2bSI9U+yAMHmdTgJD6tdzjTeocza9UBNp24atLzZUlmc2OjIbZD7utfmUhSm7hNjUh1VTSGqmcjymi2FluUI7RWQcEaarNVd/LkSfr3709SUhILx3XWHq8ejgHQ7ZoBuWCMvsfn54MpzPv5KFCZ0DW8YxBDOwTi5eJAaYWSk2n5/HQghdv79NHe8+233/Lggw/y6Zdfs7tG79w4gyL9+XRGL+IvZPHwt4dQKNVCDNrOsDQRrCZlCquetjZZ0NbUNAmIq2f4/pmJrP70fb5deIZ169aJGGAjNN2nTz1jLpjeGk+hBsPahiN49NFH8fX1ZePGjezbtw9Fbhq4GRaz/vngJeKuVeqpyppZfdl4/Apf7rnA6auVWxmmPF9NlfreDhnfvVKIuzZxm6YY3SW4dm/CjrFFOUJrFRTMYYsMc5VKxf33349SqSQ0NJRZ815mo7y30T5b/2+90XNV2XIqXU9GCGDz3EF6xwYOHMjAgQMZvHib1eoHxhh4zZjcfzGbWasOUq5U0UqIQdsd5p5dNS1TaG0/9YG1SUDuVw7z9JtP0vOLJ7XnVSoVMpms3sfeGBC/bBthLpjeGk+hMY5cygVgyZIlSKVS5s+fT3JyMl9sP0mRS+WDtrrn61JuiV4VCw1X8kuJu5CtfW3I8xXeDIKP67ssobHYTUvjNg3x25HLXM0v1YvdbCrYqhyhMQWFIVEB+LhZnt9c2zrH+/fvZ+fOnWRmZrJr1y727dunve/TdxbSafbHlHq1smk4hia+11SWrDkxaF83R2LbVOqidbgm/zOkfQBZReVkF5UTf20+6dXKh0/v7EVGQRkfbz9HpxBPpFIJo6Ob7oKnsWLu2VXTMoXW9lOfmEsCcpSqmT9/Pi+8+67evU0xRt1WCIPSRpgLprfGU2iMfm0rRYSl0us/zPDwcBbcdd2QMSTgWhts+Dyza+qzLKGQsrCeui5HuP9iDiMtNHZqU+dYk2H+yTPPsH37dhwcHKio0B97H9lFdktb1/t3xJwYdFSgO8un99S557XxlW3Gnc9i6mdxlddH+OPiKCPM15XvZ/ZBYL+Ye3bVtExhVey57rWhJKDDhw/zxhtvGLz+888/58EHHxTb3gYQBqWNcHOSmwymt8ZTaFDbsLUv9/RrbbR/cwKu1bFk20wmlXA1v9TsdU2F6tshf/+XxJUilc7EYYuyhELKwnpsXY4Qqioo+NCzlY9Fbda2zrEmw3z8tGfZvn27QWMS4MsPF/Pu7xN5f19mjfoyhKXfEVNzSdyFbIvmjqVbEnXiXI2pHwgaHnPPLmvLFHZp4UVLn8osfndnORIJzOjbqlGFOnTv3p21a9cyffp0Cgt1w40efvhhtm/fzurVq8XWdzUkauG/rXNMeQovvnGLXunFHuE+PDKkHZ1Dva5rG2YVcyW3hBs7BhlsJyW7mOFLdli09WApTnIpm+cObtKGiikmTJjA2vUb+GN7HKEtw21eyq82xklVnh7ZntlDm26ca2GZgi4LNuLt6sDhl0ZaVNY0yNOJP+cMIDWvlPEf79FLKNBXUEhhZAd/vN2Ny9ms2Z9s00VAxe4vSd39i84xDw8PAgICaNGiBStXrmTjJer9OyLmEoGGqs+uzqGePDe6Iz3CvbVlCl//66RWVUDDO5O6MqlnWEMM1+bExcXRt29fnWMSiQQnJyfOnTtHaGhoA43MPhEGpQ1JvFrAiKU766z9zXMHmfSI2fqB99bELs1WJiE9PZ0WLVqgUChYvHgx8+bNq5N+1tRxPdumwPHUPG75cDc+FhqUXi4OrJnZB393JyYu32Owgoyns5xWfm46CgqHDh6kbVgo4eH6n6dSpUYmlej1bU2GuS5qInydWf/YQJycnIiJiWHUqFG89tprelc2xHdEzCXNi4Z+dtkrly5dIixM1zh+5JFHePHFFwkJCbGpCHtToPm+8zogMsiDgRH+Vm09W4IlwfQgBFxtyVNPPYVCUWkMfPLJJzz11FN1EjNTn7GbjZW6KEdoWEGhD3feeSdTp06lR48e7Nq1i1tvvZUjR46Q7xbG6G76vwdrMsyrIpVIWDylJ/llSgKcoEWLFrz44osGx9oQ3xFbzCWaEouaueT48eO0b98euVw8duyNhn522SsODpXanHK5nK5du3Lo0CEiegzgk/3ZbDt9qsbKDk0V8cu2MQ2dcFHfGctNkW3btvHtt99qX589e5a9e/fSv3/dCDJXj91cuz+R7Aq5zWM3Gyv1UY5Qo6DQokULxowZoz0ulUqR+bQg+vHPDRqU1mSYV+X+AW0J9nLmox3nWTAmmkWLFuHsbDx5qK5rHhuitnOJsqKCrI0fsy3Rk2M/BrBixQpWrFjBgw8+WKtxCeqGhn522SNBQUH8+uuvxMTEoHb15ZZXvuX9s57IzidZrezQHBAGpY2xh4QL4fWqOenp6UyfPh2JRKKVh5DL5Xz22Wd1ZlBq0EhZrFswgyunz3IoMUVspVA/5Qj7XlNQOHv2rM5xlUqFV/fRyIwMoCYZ5q39XHlyeBSPrjmE77UqJJ06dbJonHVV89gYtZlLbg0uYOrif/jl6PXza9euFQalnWIPzy57ZMKECdfCTnagcG8JFiyuDCk7TG0GTprm+YSqY+xh67khPBpNgZkzZ5KWlqZzTKFQ8M033/Doo4/Ss2dPI3fahsTERA4frtRJlBdcIbp90y2jaCnmslCtKUdoTEHh7r6t2LNnD2vXrtXr37VdDEornTamMszfmtiVLaeusvlkOpN61ExQHWxf89gYNZ1LTpw4odfW33//zbBhw3jvvfe44YYb6nzs9oY9x9w99thj7Nq1i2nz3ue7YwXakIWa0lTCpmyl7JBZWMacoZE2Hp19IZJy6hB7S7goKlMQ1rEHHaI789kny+1qMrMXvvvuO6ZPn27w3J9//sktt9xSZ32r1WqGDBnCzp2VwfHPPvssb775Zp311xTQlCPc/eyNRq+pWo7QkILChcwift+4nXefupd+/fpRUlLC1q1bKx+mDs6Ez/0RHzdHm2SY39W3FU8Oj2L4kh1kFpYzqUdL3rn9BkrKFbg4Np7fojnD6OLFi3Tu3JmioiKD9z/22GO8//779TXcBsUW1ZTqgy5dunDs2DEA3LuOxP+mR5DKHezi2dVQiOQ06xAGZR1jSUUNDZrzdRV3ER8fT58+fXB2dqaoqEhHIF1wnV69enH48GFUqspkColEwksvvcQrr7xSp/1+9dVX3HvvvdrXAQEBpKamiiQG6j4LdWGsA1NGD8bJqbJazq+//srdd99NmWsAofd9aJMM8xbeLmx8YhAL/zzBjwdSALQG5bmMQtoFuNfZ+6tvcnJymDx5Mps3b9Y7N2zYMNavX6/9rKtizx48a7Gnud8S3N3ddRYA4R27c8PMNzmaXtEoxm9rhHyW9TTOX2ojwl62ntVqNU8+WVmPtLS0lA0bNnDzzTfbvJ+mwEMPPcTMmTOBSmOyXbt2PP/883Xa54oVK3jsscd0jmVkZPDjjz8ybdq0Ou27MVDXWah3jdcV3J44cSLdunVj1v8WcdbIvdUxl2G+cFw0Z64WsOFYGp7OlVOvs2OlMLKqiZWk8vHx4Z9//mH58uU88sgjOudcXFx0jMnG4sGzBltUU6qvmLvMzEyee+45PW9y8snDXJo3mvW7DhKX6dDswqa8XBw4/epoo4vI6FBP/je6I93DvFGq1Ow9l8Xrf50wqCzRwtuFx4dFMjgqAF8DNdGbCsJD2QAcOnqcPiPG0G/gYD76YGmdr8KXLFnCO++8Q2pqqvaYn58fU6ZMYfHixbi6Ns3VUk0pKCjA39+f8vJyALZv387gwYPrtM/IyEi9hBCozDLOzc3Fw6PpTNQ1pSE8BpZqYFbPMDeUFLT7maG09Glev7Xc3Fx8fX3x8PBg5MiR/Pzzz8hkMi5fvky5g0ej8uBZiq0KFswbGVXnMXfbt29n7NixFBUVaXdkNEgkEu677z4++ugj7QKgKXmQTVFcrmDtkVTu6B1u8DffLsCN3x/pz4m0/GuVg2Q8OTwKLxcHbv5wF9lF5dpro4LcWTOzL8nZxXyx5wJX8kr5YGo3gr2MF1ForDS9b4IdU15eTn5+Pq/Of5GK9Asc3JhBh6DP67x8U05Ojo4xCZCVlcVnn33G66+/LgzKanh4eNCjRw/i4uK48cYb69yYBOjbt69Bg1IikeDmZp81cOubhshCtWWG+aPfH8apmgTS4KgAHh4SQVmFEieHplfGzdvbm/Xr1xMdHU14eDhnzpxhwIABPPDGF5zx6NYoPHjWsGZ/sk2MSaiskBTg7mSTmDtjhqBCoTBY/tPd3Z2dO3fSvXt3neP1lQjW0Ly94TR/JlQalIaYOzyKcoWK+78+QGFZpV7xsct5bHtqCLMGtuXNDae01y6Z3I20vBImf7KPcqUKmVTCih3nWTA2ul7eS30iDMp65Oabb2bLli3a14WFhTg7OxMZGWkwI9JWGPNuRUZG4u3tXWf9NmaGDx9OXFxcvSUOfPXVV2zbto1Lly5pjzk5OfHLL7+IWNcq1LeCgi0zzA9fkxKqisZj2RSNSQ2jR4/W/j8qKorHP/2bz+KvQA08zfacNatUqZkaE86VvFI9j1avVj5M6tmS6FAvooLccZLLjJbkvfiGbRL/LAslCOHPXQeZNKI/ubm5leckEm699VY9Y7I5se10utFFjkwqYViHIH49fElrTAJczi0h7nwWI6ODtAZlbBtfokO9eOqnI5QrK7/vSpWabWfSWYAwKAW1oHfv3joGJVRK0tS1B2rbtm0Gj586dYqKigptNQDB9ZW8Q3AkHuEdaR1RP7I9UqmUmTNnsmDBAq3+5dtvv12nWeWNlfoW7184rrP2/7d2DeXWrpX1ezUZ5t2uGZALxug/IKpmmBtCavviS3bNmv3JlcakDbClB88W7EzMYGj7QIPn+kf4MyDCn+Op+RSWKujbzs9kW+sT0vh813mkUgldQr2s8mZZkgykI8CtUuNy89M47vuW/LQLlJaW0rp1a4v7a2oUlilIzi7G29Xwc7GVrysujjJOGiiccPJKPgMi/HGSSylTqOjdxvdam0q+vCeGfm39UKjUxF3IorhcgWsjUnawhKb1buyc2NhYg8frOunixx9/ZOvWrYwbN0577L777mPq1KnCmMTYSt4P32mL6fLKpnpLCrj77ruZP38+AN27d2f27Nl11ldjpz7F+81lmLf+33qrxl6VHw9eYtagtk0qmcEYtvDguTjIePu2rnQK9STI0xmpBCoUKhwsrKZUVyReLeDJH49w+KWRBs9/sDWR96+955kD25o1KDMLy7Qe7YNJORYnvNQ0GcgxrAtObd/hpX7B7F/zPhMmTDDbV1MlKasIU5+a97ViBHnF5Xrn8oorkEoleLo4kFFQRrBnZWGDxZO68ldCGvd+vZ9AD2fmjYzCUdb0dp6EQVmPLF682ODx9evXM3fu3Drr193dnbFjx9KvXz/27t2Lj48PK1asaPbGpNUr+ToupdWqVSs8PT3Jz8/nyy+/rPPY2sZOVQWFFVuOs2ZHAg6+IYBtS1aKOse2wRYePAeZBIkEVu6+QEpOZSjBxO4tmNC95gLxtmB1fDIyE+7m2qS+yqQSvo1LNuulrFUykERKmULNOzvTmHfPi/TubT+hBPVNuYWhGCb/ptfOaYThDyfn6MR+n7lawF+PDazpEO0WYVDWI7GxsRQVFXHkyBHtsYCAAIN6bHXBtGnT2Lt3L3fddVezNybtTdZDs9XeZcgYUi5eIKJD04uvqSsiAt35581ZpCYksGjxu4yddr/Ns1BFnePaYSsPXn6pgjnfH9Y5tisxkyFRAfi41c88aghTMXc1YdwNoUzpFYZEAmeuFrI+IdXk9faaDNQYcTTj7c695pn0NiD/4+XqgEqlJr+0QufanWcyda47kZZPhVKFQxPzUgqDsh559913AejRoweHDx9m6NChbN26tV76LipTENi+B44hUQwaN42iMkWTlHuwBHsppWVwq73THUg6QecFGxul/l5D8N5775GQULn6z8tMr5MsVFHnuHbUtQdv/8UcRkYH17yRWmAu5s5afj9yma2n0knLK8HPzYkpMWE8d1NH7SKpOinZxcxfd9wmfWt4ed1x+rXzbzbfz6qYU3ZIyi6mpFxJBwNzcodgDy5mF2mlzU4ZiLOEyp0TU7+HxkrztCgamKlTp3L48GGeeeaZOu3HkMEScvd7PLkpA8mm5mmw2MNK3t622hsrn332Ga+88gqXL1/WHque9GZL6jvDvClhaw8eVD6QXRxk9GzlQ89WPjVup7baiuZi7qzliR+O6LzecPwKn9/Vi6FR/nr1tZVKJZ7O8loLcLfxd+OOmHD6tvOjla8rKrWa9IIyG76rxoObk5xwX1etl7E6SpWaLaeuMio6mDf+PklReaUCRKiXM33a+vHF7gvaa7efTqe4XMHg9gGs3HP9+LCOgUhrUSfdXhEGZT1TVKbAr90NOIZE4doiqk48hcJgMYxmJd8pxJN5I9vTPtgDPzdHSiuUnM8s4pt9Sfx+5LLOPeYmY2tX8va21d6YSUxM1DEmAQ4cOMCoUaP45ZdfcHe3fSnD+s4wbwrY2oMHMKZrCB/e0UP7+scDKdzSJcTiudSW1XksjbmrDb8fvszwjkEsWLCAW265hYSEBCZPnszhhONckoUY1UtsF+DGmpl9OJGWz+zvD2kFuH96sJ+OAPfASH9u7BDIr4cvcfRSHnKphFu7hhDVTBwN1Zk9JIIDyTmAvlRYaYWKJZvPsHb2AL64O+aasLmUuSOiyCmq4LMqBmV+qYL3/jnDi7d04p1JXVn3XypBns68eHPHBnlfdY0wKOsBY57Cu747iYSTNvUUCoPFOM//loBCpcbTWU5aXgnr/kvlan4pLo4yxncLZemUbrT0cWHZtkqBcUsmY4VKzfO/JbDqfsMZ/FWxl632poBarWbNmjUGz+3fv79OE5qqZ5irVUokUuP91SbDvClgaw8ewI4zGYxZtht3Jzndw715aHA7i4z7ulhsyyR1X2xO48zat28fr7zyCgAzZ87E68YHCB8wodYC3H/8l8o3+5J07t11NpOuLbyJCm5+RuXkmDAmx4QB+lJhl3JLOJdRxNRP9/Hc6I58PL0HCpWafeeymPXXQZ0qOQCf775AQamCe/u3ZswNoRSVKZE2we1uEAZlnVLfnkJhsBgn8WoBu85WBkbHXcgm7kK2zvmtp9IJ83Hljt7hWoPSkslYqVKz62wmZ9MLTGbr2sNWe1NCoVDQrVs3UlJS9M6NHz8eF5e6LWumyTCfeO9stl9SEDFoHBnF6mZT59ga6sKDl1+qIOFyHgD7zmeRnFXMsmk9TN5TV4vtz5e8gdqxbqtpTejegvLycg4ePKg9plKpcGnXC4mRwgfWCHDnFOtv7ypVanafy2yWBiXAjJXxJpUdjqXmc+fKeIva+uFACj8cSNEqO1jigGiMCIOyjqhvT6EwWEyjSQow9XfILi7Hz70yU9SaydicrIcImrc9Dg4OrFu3jlGjRrFp0ybt8cDAQKKiouplDJs2beK3rz4G4OXHxzB0xE3Nos6xtZjLmrUFRy7lmjxfV4vtb7/9lsSTxxg1YRRevgGA4S1SXzdHYq+JXHe4ZqANaR9AVlE52UXlxF9b4M4a2JbIQHf2nMviSl4Jfu5OTOkVxqCoAObPn09hYaG2b4mjC3LvEKPjtkaA2xgdgz314jabC0LZwXrEbFcH1LenUBgs5jGUFCCRgFQiwcvFgZu7hDAoMkD7OVozGZsrpfX8bwlEBrnz5HDzcZumyq6dSy9k2JIdAFZttTdlhg0bpjUon3nmGd5666067/O9997jxx9/5NChQ9pjBw8e5NZbb20WdY6txZJ66LWlb9tKmaGSkhId77RareaHAyk2XWyvXfMtbdRpFBQU8OOPP3Lu3DmdyjKGtkijAt1ZPr2nTluvja80LOLOZzH1szgAzmUUMrxjEEM7BOLl4kBphZITafm8/dNObrvtNubPn89nn33GnDlzkPu1MGnoWSPAbYgpvcLo286PtLwSQrzq1uNvjwhlB+sRBqWNaQhPoSY2sDpTeoXx1m1dKSpTEL1go/a4JUZLUzJYNEkB1XltXGemx7YCoEyh5JU/jvPdv8mA9ZNxUmYRF1JSaRMWqnPtziNn2HU2kz5tfC2K25zw8R69/rqFeTN/TDQbT1wvWWfpVntTp1OnTgC0bNmSRYsW1Uuf+/btIz5ed6tr+fLldOnShYkTJ9bLGBoT5uqhW+PBm9Y7nJjWvuxKzCAtr/J31Lu1L3f3bcWePXuYMWMGsbGxnD9/nvPnz1MicyP0gY9t9l7UajWnPW5g55efUZ6dBkCbNm1w8AsjdOZyo/fFXci2qKLSllPpbDmVrnd889xB2t/5gw8+SExMDBMesKwYhiUC3NUZEhXAwnHRrE9II9TLuVkalCCUHaxFGJQ2xJin0JhhB7XPIq4aG1iVIE8nXri5I1fySvFw1v0zW2K0NCWDxVhSwEfbzrJmfwp+7o4M7xDEK2M74+Io57Nd57XXWDwZSyT0GjKaZa89x8iRI/n5559ZtWoVJ1yi8ehxi8Vxm5pya1WZ1jsclarS01IVSytoNDWqyrxcLpYgcXDm559/rpfKQnl5eezcqV+G8erVqzzxxBPCoDSCqXro1njwTl0p4MYOgTwzqgM+bg4oVWouZBbx3ur1vD77DkpKSsjIyOCll16iW7du9OzTHz9PN4OSOpaWe6yKRCIhMtibxCvJODnI6dWrFwcPHqQiK4WSC4dwDu+KRGa7x6qxako9evTgh+9XM/Wr/4zea40Ad1UGRfqz4s6e7D6byRM/HOb3R/rX8l00bo7/+B5eV6G4460oVGrUVvjbm5uygzAobYghT6Epw84WWcTGYgNfH9+F+AvZ5JWUM7qzbpyNpUZLUzFYjCUFpOaVkppXCsD20xkAPDOqPb8culSjybiwpFSnLrtUKiV45t0mM4Crxm0aws1Rxs1dQoi/kE1Slq6X1dxWe1PClMxL+JM/8fTOYm68erzONVWPHTtGerq+Bwnggw8+qLN+Gzvm6qFb6sE7lJzDA98c0Dt++bM5KEoqDUE/Pz9mzZrF0ROn2HQqizt6uxlsy9Jyj1WRSmDx5O7kFCsI9pLj4eHBqlWrcHFx4XJeGR+claGwYdK3qZi7Lq2DkWDcoLRGgFvDoEh/Pp3Ri/gLWTz87SEUSjWt/Qx/fs2FAwcOcPTAAeRbf8P3ptm4tOlhNh6/uSo7NK26Pw2IxlNozLDbfTZD756qWcTbT2ew8fgV7vt6P75ujswa2BbQ9RRWJyMjg5/2nNDrc3y3FsS28eWltccsGrsxo0VjsDR2LE0K+O9SLg4yKeG+rjWajNVKXQNTLXfSC5qXSConG183R+7s04pBkQGs2HHO6JjG3BCKm5OcNQeSDZ5PziqmqErSUFMjJbuYGSvjGbF0J6vik0iqZkwCIJGQfE0pYcTSncxYGU+KgRAHW9C/f3/Onj1r0Bva3MuZmkJTD93W1UHUSgVlSUdo5+9G27aVc2ZSUhI+Pj6Mn/8l72w8afTeD7YmMuDtbTz47UG2nrZsnrt/QFuCvZxZvr3S27ls2TLuvPNObrvtNh67bxqvTeha+zdVBVMxdxoBbmNUFeB2c7z+fdUIcG88dkXn+oHXjMn9F7OZteog5UoV4X6uzT6xTKWqnOcVeVdJ/+FlUj97GLfUg7TwdNDzVUqAVn6uzIhtxea5g1h1f2yzMSZBGJQ2w1BpMVOGnSaLeMPxK0aziDWoVUruXfSltrxceXk5S5YsoW37ThRKdGNb/NwcefnWTry18TRX8kstGrspo6UpGCyWJgX0aeuHUqUmObvY6slYrVajyEnTOSb3DtYLmn9tXGfOvX4zh14cwUu3dNSJ2zTElF5h5JVUsKFaf9p+gYtZRRa8u8bHmv3JDF+yg73nswDrlRLW7Df+udaGdu3a0a5dO+3rF154gVWrVjFw4MA66a+psGhCF+Q2NiidHR2I//AJTp06xdmzZ5k9e7b2nGtEb1QmfvnWlnts7efKk8OjeGntMYrKK42M6Gjd3YGpMeHMG2kblQFLYu5mD4lgRKfKeFRNbOrozsE4O1Q+2pdsPoOLo4wv7o5hSFQAozoF8cU9MXoC3L1a+fDpnb3IKCjj4+3n6BTiSc9WPsy4FmPeXCkpKeHixYs6xyqyUkj46mXuDUjm2IJRrH90AL893I/1jw7g2IJR7Jg3lAVjoxt9qFhNaN5LDxtSPYvYnGFnTRaxRCrjQqkLXbt2pXPnzmRkZJCeno48oLWewfLquM6czyjk27gkvXaNYcpo0RgsjTl7VbOST7rmtVo0oQuFpQr+u5RLZmEZPq6O3NIlhDE3hLJixzmtMK2l1RAA5CU5fPzBEm677TZ++uknnnrqKSSOznpjsSRuU0NkoDvdw334et9Fk9Ie9VGpo76xd01Vubxy6pw5cyavvfaazdtvitRJ1uy4zoRf25KVSCR88MEHlJWVsfKb1ci9gszcbR1vTezKllNX2XwynUk9WgJQUq7AxVH3MVqf1ZRsJcA9IMIfF0cZYb6ufD+zj8XjbcqcOHGC2267jexs3dh3Z2dnPv74Y+655x4kEkmjfjbaGmFQ2gBDWcTmDDtrs4hl3iFIHJw5duy6t1Mi091iuyk6mGEdA7nlw90Wj90So6UpGCxD2weyKj4JpUrN4eQcJvVsyW09WuDp4kBxuZKTafk88cMRHQkfSydjmQRmDOvBQ9diTR955BFGjx7NtEeeIa3aOEzFbVavsDDl2oPih/364t1VqQ+dv/rEHjVVq9d7DghpiXdqKitWrLDJOJsLdZ01K5VK+eSTTwhs34PVWbbzht7VtxXtgz2YveSQzvHUvFLaBeiX+KxeTakuY+5sIcC9dEuiTtJSUxfgNsfBgwfp378/FRW6YUwSiYRDhw7RsWPTLJ1YW4RBaQOqZxFbY9hZmkUskUiQ+4RQkX7dM1Y1Zs/VUcar46L5em8S6fmleF5LAHKQVRobns5yKpRqrXSHBkuMlqZgsEyPDeerfRcB+OngJX46eMmi+yyZjJVquLOP7oOtTZs2bPp1NV0WbgIT227/Xcrlzj6tCPd11TEoHWQSJnRrwdFLuZxIyzd6vwSaVNC8PWmqmkoEotejhPUuZ+GfJ+s8EaipUdcePKlUyqTJU1m9fK9NxtvC24VnRnVg4Z8nyCzUXfRVKI0vtjXVlLTfozPpJGcZqBtey2pKQoC79lRfMLp4ehMZGanjwAHw8PAQxqQJhEFpA6p68Cw17GqSRSyROdCxY0eioqLYsGEDiryr2ioGvq6OBHg4M2tQW2YNaqvX5tH5o9h0/Aqzvr1eussSo6WpGCyapABTK/maYEzWA8DDxZFWvm7arXZDVI3brMrwjkH4uTuxZLNpT05TC5p//rcEYlr7MvaGUHqG+xDi7Ux+iYKEy7m8vyWRY6m631NzsltgvQi8JSVTkUjIVzvZpGRqc6SuPXi2XAQvHBfNmasFbDiWpp3Pna/FVTtZ0E9kkAcLxkazgGg9w8UW1ZSEAHfNMLVglABhd33ALYXJbProJSqyKh0u9SFN1phpOk+iBqTq5GWpYffwd4esziJeuOBlnn7gDqRSKdnZ2XzxxRd8eDEDPALJKCxj6qf79Np6eEg7Ytv4cc+X/5JdbXvdEqOlKRksDbGS12y1vzqus0Vxmxqm9AqjpFzJ2iOpRtuWSSUMjQq02XtpaDRKCR9N64GPqwNf7r1AYnohvm6OzBzYlt8e6c9dX/zLvmtJOpbIboF1mqr1XTK1OWPIg1ddGqumHjxbVudpH+RBSx9Xjs4fpXeujb/+drcp3JzkdRJzJwS4LceSBaMaSM4uRoofoTOX086tgvM/vI6zolC/QYGWpmEpNDCayUsNFht2VbOI3/j7JEXllVvRmiziL6olfUiAOXdPQSqtNF59fX2ZN28e+WsTWB2fTJlCpSecDTCpZ0uUKrXBc+aMlqZisJSWlpKSkkJkZGS9r+Q1W+2Wxm0ChHg5MzAygN+PXKbARIa9UqXW22pvzGiUEl5ee4ysagb2jjMZ7Jg3hNlDI7QGZVXZLY1SwrHLeWx7agizBrbV1loHyzRV7T0RqKlS1YP38sLXefOjlcx75jmm3zGlxh48TSKeIeFua3n0+8N6nsjBUQE8PCSi1m3bklqFEkhALpM2eQFuaxeMGpWAiyWOOI5fyPOjbZPB31QRBqUNqJpFbI1hZ00WsTFP4Yw+rfkmznp5FEuMlqZisLz55pu8+uqrvP3221y4cIHcw5l4D5pR63YtWclrttp/PXzZ4rjNtLxS2r3wl8lrTG21N1Y0SgnVjUmA4nIliemFhHhVZs5rZLd+PXzJqOxWVYPSnAi8PSYCNTfUajWrvvycivSL/P3tchY9NatW7c0eEsGB5BygduUeDRWCMKX/2JDUNJRAmXqSTW/NpF1Q081YtsWC8aU/TpFXphILRiM0/mwLO2Fo+0CrRXs1WcQVKjUfT+/B4ttvICmrmMmf7tPNIjbhKTQnGDzv56N65R7hutHy1E+GKy3IpBIGRvg3CYNl7dq1qFQq5s2bx0cffUTe3h9YcHMkTnKp1X8zmVSCk1zKWxO7MHuoZR6KutDfa2pB88bqrWvwcJLTOdSLxKuVW07mZLda+7rpeZWMaarWVSJQXYmrN1U2bNig1fw7cuQI+/fvr1V7k2PCePu2SqHxW7uGsnx6T5ZP74m/W2VlKk25x+XTe3LbNRmg18Z3Yfn0nswdbtoTZcOoGZujCSX454lBzIhtRSs/V5MC3L77PiLp66e5sXdXjh49ypdffsnRo0cbYuh1hq0XjD/UkcZtY0d4KG1E1SxiQ8z7+Sjzftb/kVqURWzGU1gXsYFS1HQq/g9ovLIRu3fv5o033uDIkSM6x318fLitWwjDolvWi6yHCJo3j7F66xoWjuuMi6OMZdsqpU2sld0C45qqz/5yxOJEoItv3GJ0jOfSCxm2ZAdgfSJQc0etVvP8888jkUhQq9VIpVIWLlzIH3/8Uat2TUnqWFrusToyqYSrFhaNaEgsTQZyPDaAwzv+Jjk5mRtuuAGA++67j5UrVzbk8G2GPSlHNHWEQWkjGiKLWENdGCyZGz7m+UN/cfdttxIaGmqzdusLlUrF2LFjycnJ0TuXk5ND//79OXz4cL3IeoCNgubVapBIeHpke6LkWSQnQ3h409hWNaV1+uSIKCZ0b8HL647pZXlbKrul4dPPv+C9Fx7j0qVL/PHHH/y4YSfJXe62OBFowsd79NrsFubN/DHRbDxxvTCANYlAAmjZsiWpqddjuVUqFX/++SeDBw9mx44dNW5XSOpUYiwZSK1Wc+mSfijO33//zdWrVwkKsq04fEPg5eLA6VdHs3TzGR2tTQ2WKEWA6cWkoBJhUNqQ18ZFM/L9XQ0yedkyyy9nx9fkH6qM4fv777+5//77a92mrTEnvyGVSvnpp58YPXq0njgtQEhICAqFAplMVueyHhpqEzQvBRSKcrzPbuSKPJCer7/OxIkT+fnnn20ytobGmMzL48MieezGSN7eeIpv9l0vElAT2S2A5R99yKdvPE9paSkSiQSf4bNwVyktTgQyFE83rXc4KpWaHw7oarlakggkqCQ/37BsWfWyd9YidgdM8+abb7J8+XK942lpaQwfPlxb7rexUlyuYH1CGnf0NrzwtlQpQsP6hDQ+r1LV7IOp3QjzbfyyerZCGJQ24vTp0/To0YPbnn6XnYowm7VrzeRVW8FgiVrF1fUfUHj0H+3xxYsXM2TIEJ3axQ2FOd2wcF9XhrYP1ApNDxs2DDc3N3Jzc7XXyeVyDh48SNeuXQ32UVeyHhpqGjTfP8KfrW/PJOFMAglrK8/t26evJtBYqaqUoOHxYZHMHR7Fks1n+Hj7OZ3rk7KLrZbd0tRbr6go1b52btsTiVRmUSKQIdwcZdzcJYT4C9l6kjfmEoEE1+nduzdbt27VO96vX79aty0kdYxz44034uHhQUGBbiyyk5MTr776agONyna8veE0fyakGjUorVGKAMgsLNMuKmVSCSt3XxQLxiqIpBwbsW3bNoqLi1n1ysMoDv1mkzZrMnlNjQln89zB9GvrB2A26URzPsJDRdLHD+gYk1BpKEdERNC/f3+2b9+ud39RmYLjqXkcTs7heGqewaSH2pKSXcyMlfGMWLqTVfFJJFWvWkKlIZKUXcyq+CRGLN3JjJXxfLduE7m5ucjlcu3W8IgRI4wak/WFtUHzm+cO4tEuEgqv6JbxTE1N5emnnyYrK6vexl5XaJQSNDx6YwRzh0fxwdZE3jewTVVVdsvN8brYsEZ2a6OBuvSKnDTUFddj3ySOLsi9Q4yOqXoikCHG3BCKm5OcNQcMB+kbSwQS6LJlyxaGDBmCRFL5S5BKpcycOZPvv//eJu3PGRrJmxO71FsiXmMhNjaWpUuX6h3v1asX48ePr/fx2BqNcoQhNEoRG45fMaoUYQrNglFwHeGhtBH79u1DKpWiUqm4vGkl/rkZ+Ix4EKXavNZVVSwpLWaOmpT8UuWmMXtLF7ZsSUdtIDBt7969rFmzhiFDhljtKawNtRGa3nW6nN53zGXXV2+iUql48cUXuemmm2o1Hlti6VZ7fn4+nQcNoqysTK+Nd999l48++ojDhw/Tvn37+n4LNkUjAn9vv9Y8NaI920+ns+1UOt3DvHWu03gIrJHdQq1iYIQvH2VmsmvXLu6++24q3IK0BowhqicCGWJKrzDySirYYMCABeOJQAJ9FixYwJAhQ4DKUrMvvfSSTduvz/rajYkePXrg5+dHv3792LhxI+Xl5Zw8eVLvuroMB6oLNMoR3q4OBs+bU4oYEOGPk1yqs9Mx7oZQpvQKQyKBM1cL+WbfRYrKFHb9OdQn4lOoJYWFhaxcuZLVq1ejUl3/4mXt/4OylKMMefoTjqZXNMjkZVVsYKAH//zzD5cuXeLBBx/kr790dRDHjRvHvPlvMGNlvNkKAxpPYW1L0tVWNwyZA1dbDePTPUnMGRrJO++8U6O26gNTW+2enp68++67LFiwgMzMTJ1zarWa6OhogoODdY43tsn/5MmTTOgawFf7LjK8Y6VnYEj7QIa015fL0mTmamS3nhvdkY+n90ChUrPvXBaz/jqoF/uERMprd4/Ez8+D8ePHk5CQwIQH5mLMt2sqEUhDZKA73cN9+HrfRb3t9aqYSjgSXGfw4MG0bNmSS5cuMWnSJMLCbBc6pMFwdZ4iqLJHYKtEvMZCt27dtPPK+fPn6dy5M7m5ueTn53O1RFJvzgNbY045wlqliN+PXGbrqXTS8krwc3NiSkwYiyfdQEZBqV3PrfWJRG3IHSXQYurBvGbNGh566CHy8/P1vHoSiQRXV1fWrl1LeOfedZ5FbEtOnz5Nhw4ddI49/sGP/J3uXqPYTLlUYnVJujX7k20aSP/WxC6NPvaptLSUdu3a6WTD+vj4cOXKFRwdHevVc2xLrly5Qnh4OL1796bV3YuJu5hTJ0oJ1SV8jqZkM/Zj/ThUTezm2xtP6cVuVuXFWzrywIC23PzBLk6kGTY6AdY/OkB4KC3kySefZMmSJcTFxREbWz+SS7ffcSdrt+5l0+atBPj52P3iq65JSUmhQ8/+9J69hAulzhY7Q+ytnv3h5BwmLN+Lj6sDh18aqZfl3SPch18f7sec7w7xZ0Kazr2PDG7HMzd1IOb1zWQU6u8Mafj8rl4M6xBocqejOdF8fzUmsPTBXH4xnby8PL37HR0dee2113jwwQfx9PQEqJcsYlsRFRVFeHg4ycnJzJ07l0THdvye6gpY72mpSUk6jW5YpxBP5o1sT/tgD/zcHCmtUHI+s4hv9iXplCvs1cqHST1bEh3qRVSQO05yGQPe2sql3OuyD01BN8zZ2ZnRo0ezcuVKHBwcUCgU5ObmEn/8LJ8eKqg3z7GtWbFiBUqlkn379qFweg1lz5kgM7xNVROMKSW0C/S0KhGoKg4yCRO6teDopVyTxqSEyoQjgXmKyhRExAzBMWQ9Ss+QetlKLCsr4691v1FRXMzBTb/w1FNP1Wl/jYE9V9SEzlxO8jU7qrHWszemHKGhpkoRVfn98GXtjopAGJQ6WFo0XvNgVqraMXThL+x69xEUeVeBSs/k66+/zrx58wz2UddZxLZAIpGwZMkSMjIy8Ow+ml9/s42n0NKSdM//loBCpcbTWU5aXgnr/kvlan4pLo4yxncLZemUbrT0cWHZtrMA9I/wZ0CEP8dT8yksVdC3nZ9em01FaHrSpEmcPXuW5cuXExISQs/bH+XuHxKRXDPAGnryt3bBdOnSJd59911tuEj81r/o5t2anKibbTYmY0oJVUumgvlEoKoM7xiEn7sTSzabDskwVjJVUIn+4l1GyN3vMe2bBCQk1LlX/ZNPPqG4uPLv/8477/DYY4/h4GC7xUxjw97q2dfGAVO5kDM+H9ZEKaI6wjGpi5jprlHT5I+LJU6EPPAxhdu/IO/w36hUKptIXTQ0EydOJCW7mOFL9EWFp/QK463bulJUptAr6yiXSri7X2tu79mS1n5ulCtUJKYX8vpfJzmUnGPWU5h4tdLTBpWVLKrXRd96Kp0wH1fu6B2uNSirGgAzB7Y1aFA2FaHpm266SZtYtGxbIspeUytPWLlFbMvJ39qt9osXL/L666+zfft2zp49q9fef78tZ/bHN/NHkt4pqzGnlGBtIpCGKb3CKClXsvZIKsYwVTK1uWPt4r0uvOr5+fnMnz9f+/rKlSusWbOGGTNm2KT9xoa91LO3VejO+TMnUeRcAVfDY6iqFPHG3ycpKlcC15Uivqie2GeAabGtrHlrTR5hUFK7VZlKDVIHRzxHPExYZCfO/fEx3bt3t/EIGwaNp7AqQZ5OvHBzR67kleLhrPv1kUrgkxk9iWnly4qd5ziUlIOLo5wuLTxxvSbtYs5TuDo+2WzMTnZxOX7uTtrXlkYBNyWhaXuY/GtqFPSWnufzzz832q5arebXV2fx7u/7aqypaqlSgqZkqqWJQAAhXs4MjAzg9yOXKTAhCWSuZGpzpTbKDbbyqicnJ9O9e3cdjVqAhx56CC8vL8aOHVur9hsb9lCe0JaLDIVCwYoVKxje4gb8OwQAEBHozujOlcmL206nU1qhslgpYtbAtkQGurPnXBZX8krwc69MyunbVt950Zxp9galbR7MlX7vvNaDWbruHlxcXGo/sAamqqewKq+P70L8hWzySsoZ3VlXw++efq0ZEhXIpBV7dTw6205f1+oy5SlMSUnh+50JKB10j0skIJVI8HJx4OYuIQyKDKjR5NdUhKbtYfKvjVHwr9Sbofe/wPYvFukls8XGxjJkyBDGjx9Pn3qQedGUTJ2+Mt5iozUtr5R2L/xl8hpLSqY2R+xlS7WoqIjs7Gy948XFxfzxxx/NzqAM83XlkSERBkM4LClN6OIg4+3butIp1JMgT2ekEriUU0L8hSyLfoe2XmQsXryYp59+mtatW2uP3do1lFu7VpYR1sTYW6oUcS6jkOEdgxjaIRAvFwdKK5ScSMvnSl4JwV6N/3lvK5q1QVkXD+bF25IY1a21XSQ71AZDnsLx3VoQ28aXEUt2Mm9klN499/Zrw78Xsg2Wp6uKWqVk5turWP7AjXTo0IGysjKWLFnCwkVvEfDIKj2R79fGdWb6ta2FMoWSV/44znf/GhaSNodGaLoxx7VpPMeWJi2B+VAEa2JMbWEUnA/oi0ef28nf96P23KpVq7jzzjt1rq+Jpqq1Rpyo91w/2INXXYNcLjdYIQagVavmtY2ZV1yOl6ujQf1hS0sTOsgkSCSwcvcFUnKKUanU9G7jx8OD21FcrsDV0fh8W/v5RMVzvybw0cpVuCft5vLlyyQkJPD8888DEDhlIc7hXZHIDI/hWGo+d66MN9nPllPpbDl13TFiTDmiudN4n6o2wNCWLhiPEbQkm7ipJH9UrzDg5+bIy7d24q2Np7mSX6p3fYiXM2G+rmw+dZWnR7Zncq8wfFwdOJ9ZxCc7z/HLoesGjkQq40yeAx07dqRLly5cvXqV9PR0HALbGJRf+GjbWdbsT8HP3ZHhHYJ4ZWxnXBzlfFalpqqlNHah6aqeY0uTliwJRbA0xtSWRoHP4LtwlylJ3f0LwcHBTJkyxei1dVlvXdR7rnuqLt7dHGU8emMknUI9iQ7xxM/dSU/SRYMp71htlBsiIyM5cuQIEREROobUBx98wJw5c2r+Rhshn+w8zzM3dTB4ztLShPmlCuZ8f1jn3j3nsnB2kPLgIONle225Q5ji042sfTsorFJ/XCKRkL/5E5zu+QCkMpvJ+4gFo2GarUFpbEvXVIygJdnETSH5Q1NhoCqvjuvM+YxCvo0znCkR7FlZ7/i2Hi25klfK/HXHKChTMDUmnHdv74aDTMqa/Sna6+XeIUgcnEmo+uM3IhWTmldKal6lEbv9dAYAz4xqzy+HLukLWFtAYxaaruo5tjRpyZJQBDAfY5qSXczfCWm8fVtXeob7EOLtTH6JgoTLuby/JVFHANySxReA26B78Th3kGefedzi7Nq6UEoQ9Z7rlqqLdx9XR6b1DudkWj6bTlw1WmfZnHcsr6SiVov3tm3bMmnSJH766ScAIiIiePjhh5udpuDus5k8Y+C4pjThr4cvGS1NWL3WdXUyC43Pz0qVmqkx4VzJK7V6MWEItVpN7zuf5q/H/sDJyYlbb72VoKAgvLy8uOqSxh5Fa5NjtQaxYDRMs63lrXkwV0cTI7j7bIbeuQ+2JjLg7W08+O1BtlZ7GFdF82BurFSvMHBTdDDDOgbynAn5IM0k7CSXcu9X+/nr2BV2JWYy+7tDJFzO47EbI/Wul/voxmCqlaY1vzT8dykXB5lUp/azNZjTJ7NnTNWm1ZBdXK5zjaWhCOZq0z7/WwJTYsJp6ePCl3svcO9X+3nlz+P4uTvx2yP9dQLUNYuv1NwSDiUZ71eJhFsXrObxxx83Obb6QNR7rhs0i3fNd/JSbgldF25iymdxvL3RuEFS1Tu2/XQGG49f4b6v9+Pr5sisgW11Fu815dlnn9X+f/HixcjlzcvHUlim4FJOscFz5koTtvZ1w8nAXCqTSnB3kjM4KoCZA9qw9shlg/XsdybqP2M1aBYTDjIJs78/xNO/HKWNvxs/PdgPXwO6kZp+F0/uSXZRpYDmmjVrWLlyJe+99x6rX51tMEyrJogFo3Ea75O1lhh6MGtiBF9ae8zgPZZmEzf2ovFVPXiujjJeHRfN13uTSM8vxdNZjqezHAdZ5VfH01mOi4NMKxJ7PqOIy9W8UDvPZBDq7YJftYlAInNg5MiRvPzyy0RGRqLISTMYx1OdPm39UKrUel5US2jMQtOGPMdQmbQkk0rwdXPkzj6tGBQZwIodlaLcmlCEU1fzeXpke/Y/P5yzr41m0xODuK1HC722kjKLSEnT/e6q1Wp+2xrHrrOZvLT2GNM+j+fb+GTiL2Tz97Er3Lkyntzich1DytLFl1KlZu+FHM5lFNb0Y7EpU2PC2Tx3MP2uGcfmDEuJuvK30q+tH5vnDhYPGgMYW7ybQuMd23D8ilHvmOa62izee/bsibOzM46OjowbN67G7TRWTJUntLQ0YVXGdA3h3Os3c2zBKL6+tzfbz2Tw5E//kZiWq70mOzub15d9wZM/HjE6LnOLCUPcP6AtId4ufLKncifM3d1d57xYMNY9zWs5dg1DD2ZzMYLW0piTP6p68HxdHQnwcGbWoLbMGqT/Qz46fxSbjl/h4e8OUVxuWEJFs4OkqmYsvr/kPR6acgsACxYsYNeuXcxcl0rZtSzvRRO6UFiq4L9LuWQWluHj6sgtXUIYc0MoK3ac0253+7o5EtvGF6gUpAUY0j6ArKJysovKia+yLdyYhaaNTf6mkpasDUVAIqHbwBG8++Jcxo8fz3fffcfy5cu5HNwPjx63kGUgxKC4XElieiEhXs7aY9YUdLU3OSdLE4Ecy/PIPLqTH16fw+Du7bl48SL41l7MualhiVe9Oua8YwMi/HGSSylTqGql3FBUpqDn8HG4uHlwIi3fLiuX1SWWhP+Y/C1XO7fjTAZjlu3G3UlO93BvHhrcDh9XByZNvYP7x91IXFwcf/31Fx5D7iN8QKjBJmuy1d7az5Unh0fx6JpDeLsY//tNrQfliOZM8/nlVMHQg9lcjKC1NObkj9Z+btqSdBmFZUz9VL/e8cND2hHbxo97vvxXu8X6z4mrjO4cQktvF51YucFRAVzMKiKn+PqWtgSYMX7U9dcSCYMGDeKO3OPXqhCpOZycw6SeLbmtRws8XRwoLldyMi2fJ344opPFHBXozvLpPXXG99r4yoDpuPNZTP0sDmj8QtPGJn9TSUvVQxE03uNdiZmEzxnAYzdG6hqUQGFxKffeey/33nsvUPm3Cen/GBKpzGD/Hk5yOod6sfdcVo3el73KOZlLBHrw/ntYvXk1N+/4AmdnZwoKCkhJSaFly5YNPXS7wZhX3RyWescyCsqsXrzrCWd3rhQyv+XD3XZd874uMBX+U5PShPmlChIuV5Yj3nc+i+SsYpZN60H3Du20WdcALu16IZEa7tuaxYSGtyZ2Zcupq2w+mc6kHqZ/f/WhHNFcaZYGZfUHsyZG8JYPd9dpP42FqiXpyhQqvcQPgEk9W2oTQzS8+88ZhrQP5Ot7e7N0y5lKT1ivcDoGezL7+0M69xvzFGqEpgF+OniJnw5eMjveuAvZOsLTxmjsQtPGJn9TSUvmQhFmD43Az81Rx/OoF8vq4IzcWzfetSoLx3XGxVHGsm2myxWawt49+lUTgQoLC3nj1QX8/vvvAFRUVFBRUfmZeXiIB09VTG2pWoIl3jFLF+/2UJ3H3tA4Dwxhi9KERy7lAtAu1F97TOLoYnI+sWYxAXBX31a0D/Zg9hLdZ0xJuQIXE3JFdakc0VxpljGUVR/MlsYI1rafxsbQ9oFWx5kkZxdz+yd7uZhdxKIJXVgxvSeBnk48sOoAfx+7or3OlKdQIzRtbd/mkEklDIzwb9QrTVOTf1WqJi0lZRdbFYqgVqtR5l5Bes17IJFIkHsHG818fXJEFBO6t+DV9Sd0srytRWMUNAa2b9/O66+/TlGR/niTkmyzw9FUqOmi2lrvmLl+1uxPZviSHew9X+lFt1Y4e83+xptkaQo3JzktfQwby1VLE7o5Xn8GakoTbqwypxtDk6jn6e5Kx44dAUzOJ1WxZDHRwtuFZ0Z1YNHfp/QyyjWLbEvQLBi7h/sQHeoljMka0ngtnlpQ9cFcNUbw6PxR2n/jurXAzUnO0fmjeH9KN6v7aMzJH1DpKTQ16c77+aheHW+AM1cLuf/rA3R5ZRMdXt7AxOV72XpKNynDnKdw0YQuyG1sUDYF3TCN59gcVZOWNKEI7QLcaemtW9HBUCiCtCiL9999m8zMTI4dO0a/fv2Myjk9PiySx26M5O2Np/hmX+0Nqcbi0b/lllt0tu+qMnDgQE6ePFnPI7JfarqottY7lpVx1Whby7Yl8tyvCZQpVFbHcipVasoUlcLZtfHA2zP39W8DXC9NOLpzMM4OlX+3JZvP4OIo44u7YxgSFcCoTkF8cU+MXmnCab3DWTK5GxO7t6BvWz9u7BDIczd1YOHYziRlFvL8889z7NgxPvzwQ5xc3Q2OQ4M1i4mF46I5c7WADcfStM4g5/+3d+cBUZXdH8C/d2aYgWGRRUEQRlEBFXBJEXcl91SSstTU0lzeyqwsezP7VWplWpZmWvaWZaWFZVoulUoi7kjuoiIgsiiLgOzrzNzfH+OMM8zOzMAs5/NX3blz70WYe888z3nOuR/8Ss3YqIAYxiHDcOUpXUNzBI1ly4s/gAcjhSdvlpi1g4ghLemo0LR2MWG+ihxTQxctGZqKwGGAWaP74sXYCACAl5cXjh07hjX/247Nt1Sv4+WRIVg8KhTrEm7giyOZZvnZbGVEn2EYfPDBB1i7di0aGlTvDfX19cjNzVWMxjg65XxsYyiPjn341zVUN0gAPBgd+1YpmGFZFvOmPopTx47A3191KtWauvNYq8l9ZNUeTGlNeL2gEg9388V/x3aDl6sTJFIWt4qrselIBuJ6y47J4XDw4osvIix6JObv0t6UwpgvE2F+7gj0EuLSu2PV9rX3/FdrZLsRj4nkD2ZjcgQNXU1s64s/5FqzJR0VmtZMOcfU0EVL8lSEN8Z1w6q4SDhxObiaX4F5P/6rMnosZYFZA1TbzjEMg0Wzp+Gr5QcUQcGih7ti8ahQbDicjs80FCRuDlsb0S8vL1cLJgcOHIgDBw5QHqUS5S/vykaEtoMLnwu3+1+65aNjgGxVeF2jFOsSbuCPhUPw7TNR+DIpEwIeB4tHh6qNjonv5SP/Zjp69eqFJ554AsXFxcjMzEROSTVcn1wNcMz3mDOlO481m7UlWevggSGtCc/l3MO8H/5V2SYfPFgyJkxl+6CeIWB0BJTGfJlY9PN5tVqYw0Pb4fkRXVHfKIGgmelqpHkcNqBUfjAbytDVxLa++EOutUcKX4wJQVs3Ad7dkwrx/R7QhuJyGPA4DFbGhttNMAmojhwbumgJeJCKoI2ukWPloGDekGC8NjoMR9KKkHi9CH2CPFX2lRdPN6aUE2B7I/pubm5YsGABevTogTt37uCjjz6CVCqFu7s7Jfg3oTyqLvf+5AiV3L3mjo6xUglqb/4LlmVx9+5dfPHFF+BwOJBKpfCduhIswzG41eOtDydo/Rkyi6owcl2S3bTWbaolBw9cBTzMGtARtY2yQNGULxOamjXI/64omGx5DGtIJWk7petbWXPZY9P4jYnpZhspbE5RWENWZ8rJX7fn1Zm5pTUYtS5J7wpLYwh4HCQsHq7132v5Hlk5p+1zozGgs3rLUTn5avsBwd6IXzBQ4z7KX74A2e9sVnRHq6lD2RxRo2JR6dcLfr0flpWiUXrN0UrRNJVeWInR649a7PgFWxai/q5qDq+TTxAC5n8JAAj0dMGfLw3FtfwK3CyuxvT+Io0BZdMvRwDQO8gT704KxxdHMvDRgTTF9oTFw2x6gZ8m8Sk5Zh08WPNYpNFf5pXbs0YEeGDp+O54SOSp+DLxwZ/X9JaherJvID6a0qvZ102az6EDytZ4MNuq+JScVh8pVK4bll2ielNxtLphLX3zt3RQYKsPaOUvOwwrBctozwN1hC872ljiyzukErSpL8IjLpnw9PTEunXrUFxcDIlEAq9RC+D+0AS12qleQiecf3uMxoBSk48f74nHHwpEzKdHFPcce/gCpE1LDR7Q/cQ+2UYWvIXIp3TNyV4WfzRlbEs6+evmbEknrxuWtCQGA/N+xZ1vF2GC01XsXzQEV5aPRdKSGCyPDXeIG8m0KFGL9qalck7qmpai0RVMAo5TikYTS1RuEPCdsO+dp/Dhhx/ijTfewJkzZ+Dn5wculwthlyithfgN5crn4pFIfyRnlap8gbX11rq6tFR7Qrqf2CeHDiiBln8w2zJ5h4FDrwzDrOiO6OgjVKuLyADo6CPErOiOSFg8DD/OjTZ7gF1VVYU9u35FY1EWDv/6LXr4ezhkjlpL96alck4PUCka47TEl3eRSISkpCR4+fqD69ne5ONP6hUAVwEP8f+qB/7yQvz2qKUGD+h+Yn8c7ymsAS3+ME7TDgP+oT0hYRmcOXUSndpafgHCJ598gtpaWZ7N9evXceLECQwZMsSi57RWLdmbtrUXaVkLKkVjvE8//RR//fUXnv3P+/j2bLGsarUBxa210fblvWvXrti6cx8W7jVssZouU/sFoby2EX9rKOBty611DdG0PeGvJ1JRzQhVfmemphnR/cT+UEB5HzWNb55zZ06hMkdWyLnoxjmEd4ix6PnS09OxevVqyFN/uVwuVq9ejX379ln0vNasJXvTOno5p9zSGry7J9Wsx7TXUjTKdu/ejePHjyMpKQkuESPhNeo/4DrxLfLlPSBQBMC0gDLE1w19RF74/tQtrTn2tlKI3xTywYPPnhkCvtAdh1Mum7V6gaPfT+wNBZRKqGm8cViWxZtvvqn4/5UrVyImxnIBZU1NDbp16wap9MGNXCKRYP/+/ZgxYwa2b99usXPbgqYjx6+8/QF+2PYTfvjuW0wcEW22kWNHHtFftvsyxFIWAzv7IK5PB/QVecHf0xkVtWJcvl2Gz/5JV2tByeMweGZQJzzRNxCdfFzRIJYivagKH/x5Dedy7tltKRpl8u5BjY2NaDz/N0T8WnR/ZiXO5FSa/cu7OQrkT40KAgDsSMm16HlswW+//YaysjIw5eXo4i2As7OzWY/vyPcTe0MBpQbKD+bf9/+FJ59diOUr38ejkyY4fE05uUuXLmHhwoU4ceKEYtuRI0cQFxeHTz75BJ07dzb7ORsaGlSCSWVpaWkatzsqIZ+Lv3/+Bg35edj745eYOnawWY/viCP66YWVOJZRDACYOaAjvIRO+O5kFtKLquDtysf8oZ2x+4XBePrbMzh1f6EOhwG+mtUXUR29sfloJs5l34MLn4fIDh4Q3m8RJ5GyOJZRjIyiSrv7glpWVoaVK1eipKREZXvqmaPIS3sUvx8+jcRcsVm/vDe3O4+cE5dBXO8OuJRXhqv5mvvT21oh/uYqLS3Ff/7zHwCyAYS9e/fiiSeeMPt5HPF+Yo8oMtLjyw3r0ViUhYQd32DZf55q7cuxGllZWTh+/Lja9t9//x3z58+3SEDp5uaGZ599Ft9++63Kdj6fj4ULF5r9fLYsMTEReXmyab9ffvkFH3/8sVpbOlM52oj+9uQcxYPsnT+uoKRatVNO0o27SFoyAgtjuioCytmDOmFEqC+mbD6pUoQ5MU11lTCXw2Db6Ry7KkVz5MgRTJ48GZWVlWqvsSyLLl26ILJjOwzv460YVTdHQXht3XkMNaq7H3zcBFiXoH0a1tYK8TfH9OnTsXv3btTX1yu2LV++HB06dMCgQYPMfr6m95PtRy6gkd/GrHmbxLLs+xNhgqioKJw/fx4Siayaf2JiIjw9PTFkyBCHzteTY3Qk1AcEBFjknDweD//73//wzz//IDv7QSHjdevWYc6cORY5py1iWRZvv/02GIYBy7KQSCRYs2YN1q9fb5HzKY/on714BQPHxCK4awh2/fqLXY3oJ6YVKUZNmgaTAFDTIEF6URX82zyYEpwzKBhnsko1dvRQJi9Fsxy2FVDqCgLr6upQU6Me1PH5fGzbtg1TpkxRuY+4CnhmW+TStDuPIa0e5ab2C0JtgwR/XLij8dj20lpXn6KiIpVgEgCuXr2KcePGoaJC88itqeLj47F69WqIRCJk7N0LJxc3fPvrXgQEiuDXzseu7if2iH4zWgQGBuLff1Vb1ZWXl4PLpXZOAODl5YXg4GBkZWWpbA8ICEBjY6PFzsvlcrF06VI8//zzAIBOnTph/vz5FjufLVqyZAlOnjyp+H+pVIqNGzeib9++mDVrlkXP/eF7y9FYlIWM4my049XDVWAfq2Cr6sV6O3S4C3iICGiDk5my0Un/Ns4I8hYi4XohXh8Thif7BcFL6ISbxdX46mgmfjt3W+X98lI01v7AVIxIpxXp6Qo0GOfPn0f//v0VgSWHw8HUqVMtMm2qrGlrXUNaPQKy39nQkHb4/cJtVGopC2QvrXV1kUgkOH/+vMbXRo0aZbHzFhcX4+LFi7h48SIAoLG2CrMmxoDL5eLq1atwDTBPiT9iGQ7dKUeX3377DVOmTFHbfvToUQwdOrQVrsj6NDY2onPnzoqp1aioKCQnJ+scvTSH2tpauLu7QyKR4JdffrH4w8nW8Hg8xci6sg4dOih+V5Zw4cIF9OnTB4BsBHvJkiX46KOPLHa+lpR6pxwTPldP8VC27snemNjTH3FfnMCVOxXoE+SJ3S8MRkVdIwrK67A+4QYq68WYFiXChEh/LN11CfFNFn3sXzTEakvRNKcFalSgG/5c+TR4dWWorKwEy7J477338H//938Wv15qrdt8YrEY8+fPx7Zt2yAWqwbWkyZNwp49eyxy3vz8fLUZLoZhEB4ejrNnz4LP51vkvMQ8HGOZWjP8/PPPGrcnJCS08JVYLycnJ7z11luK///www8tHkwCgIuLC8LDw+Hk5KQx6Hd0bm5uGrcHBgZa9Lxvv/02eDzZ6BrLsti4caPaYgxbpa9EzKujQxHXpwPe239Vscpb/lkQ8DiYszUFf14pwLH0Yiz86Rwu3y7HSw+HGH2e1tK0K5C+IE3++tnbVfCdvQHr957BiRMnMHToUIwbN87i1wtQ4WxT8Hg8fPfdd3j11VdVtm3ZsgWfffaZxc5bW1ur8RkSHx9PwaQNoIBSC00LTgBQ/mQTs2fPBsMwEAqFGDlyZIucs7pejD4xk9BtyHhcza+w244VzXXr1i2VoJJhGPTs2ROnTp2y2DmnTZuGffv2qYxm1NbWIjIyUi0PyxbpKhHz8sgQvPRwCD46cB0/nHqQ21tWI8uzvHm3GrfvT6nKHb1xFwGeLvBxVX1IWmMpGlO6AklZgOXwsOKvDJyta4ujR4+iX79+FrpSVdRa13TKKTLvvvsunn32WQQHB1vkXBKJBDNnzlTbzrIs2rSxzlF7osr67l5WIjMzE3l5eYqVsTExMbh8+TIOHTrUyldmXSQMD12jRmD0tPlIvVNuseAuvbASy/ekYvjHiYhYfgBHXAaiInoBJnx+HBHLD2D4x4lYvicV6YXqK0odjaenJ1577TXF/7Msi/fff9+io8fa8q0KCgq0lnqyJfJSNE29PDIEi0eFYl3CDXxxJFPltezSGtQ0aP48yH8VUqWMI2ssRWPurkA7Wrh/ObXWNU1ERAR4PB6cnJzwxhtvWPRcOTk5SE5OhqYsvJ07d1r03MQ8rDv7uxW5urrC1dUVU6dOxfr167FixQpERES09mVZBbWk/IdfwwUAEz4/3iQpX4QQP9PKOhiSt8VC9vD+MTkbW0/dwtCubR2+Ntkrr7yCVatWobGxEV27dsXEiRMter4333wT8+bNU8vdfOSRRyAQCCx67pagqRTNooe7YvGoUGw4nI7P/lHvyS2Rsjh0tRDjI/wR6OmiWPgBAMND2+FWSTXu1TxYwGZtpWjspSsQFc42nvLq/Q7h0RgZ3RNOTk4WPWdwcDBu3bqFq1evYtKkSWhsbERMTAxycnK0pvEQ60KLcnSorhfju5378NrrbyDxn0Po1TnAqm74La05SfmmBHfxKTkmPQRWxIZjmgM9BJoaOXIkDh8+jA0bNmDRokUWP9/LL7+MjRs3KkYku3TpgrS0NLupjLB8T6qiFM28IcH4vwk9cCStSGMwKS8TJPIWYu+LQ1BcWY/1/9xflNNPhDE9/LDw53P4636faC6HwazojlZVh1J5UYsrn4tFD4egR4AHwv094OMmwPqEG1jf5Gfv19ELU/oGIjygDUL93CDgcVVWUbfmohZj7l8cRjZd71KejQPvPQORlY0cW4Ku1fsA0NGMAwWaKAexs2Y8hTacepxIOmz28xDLoYCyCcNLYljmQ2WtWjq425iYbpaptiVjQvFijPriB3tXXS/GNzv+wH+XLsOBv/Yjqlsni38Zun37Njp27KgYpfz5558xbdo0i56zJaUXVmL0+qMAgPj5AzCgs4/WfTu9uV/x36F+bnhjXDf07+QNJy4HV/MrsDExA4evqxY3T1g8zGoKNSv/rAAQ6OmCP18aimv5FbhZXI3p/UUaA8qXR4bgib6BSL1TAQ9nJwzs4qMSUMq15s9qaCH+tc89iur8TIwZMwYTJ07E33//je3bt8PT07NVrttSWnqgQJnuIJZFR29Xh3ze2ioKKO9rzQ+VtWvp4C4+JQdLd102+Xxyax6LdIjpKmv4MjR9+nTEx8fD29sbd+/eBYdjX2najlKKRnk0tikvoRPOvz1GY0DJMID8iTJ/aGe89Uh3tYDSmkZjdRVm7927t6IeolxycjL69+/fGpdqEa01C0TPW/vkuPO3SpQ/VIDhJTFO3izBqHVJdj21au6k/HZuAp3BXW5pDX4+k4Nvn4lCWHt3+LjyUdcowc3iavxwKhu/X5AVg+YwwJzBwRgW0hahfu7wdOHjdlktDl0twJdJmaioe7AYojXytlqSNeWZLly4EPHx8Xj88cftLpgEZKVoRq1LMmtAaY2laJS7AhnDkOEJa+oKpK07T2JiIm7evKm2ff369di6datdlLAxZaBAcj8AXbrrMoqr6o2aBaLnrf2yvzu+kUwpiSGRsqgXS7F012VsTFTPo7J1lkrKz9XRcWTZ7stwFfCQX16Ljw+kYc7WFLz660Xk3avB+qm98WJMVwCAsxMXr4wMwe17tVi57yrmbD2Dn1NyML2/CDufGwSBUvkVsZTFst3mG/G0Js2tDyi/OcebcdVtdb0YEg9/8P1D8dDIR+2ynJMjlKIxpCuQqeRdgaxRY2MjYmNjNfYg//nnn7Fy5cpWuCrzaq3V+/S8tW8OPULZ0qNvtmbZ7suKb5HKpvYLwprHe6K6Xozw5QcU29dO6YkpfYPU9s8sqsLIdUkAHgR3mqb30gsrcSyjGAAU7evkDl8vQpCXENP7i7AxMQN1jRIM/TgRZUqrZE9nleJOWS2+nNEX4yP8FaOZEimLYxnFyCiqtJocNXNorREGZZqm2f2f+RSrLwBrLhywy5zjaVEiFFfVm+XeYY2laLJLqtUWZJgbC+BWSbVVdgVycnLCrl27MHHiRDQ0qPZsj46Oxty5c1vpysyjtVbv0/PW/jlsQKntQ6UpWDJ0etWeplaVgztlfh4CvPVIdxSU18HdWf3Pp7ZBgqe+Oa2yra7xQSkZXcHd9uQccBlAouVpVlrTAB83WQkaKQuVYFLu4v3VtQFtnFW2czkMtp3OsYq8LXNo7ZuzNU2ztwZ7LkXTUt16rLUrEACMHj0aEyZMwO7du1W2v/XWWxYr7N1StA0UyAn5XCwZE4YJkf7wdHFC5t0qfJmUib2X8rW+R9dAAWA/JaiIbg4bUGr6UGkLluTTq3sv3kF8Si7uVTcgvEMbLIrpipHd/TBp43HUi6V6P1S2ZHtyjsZA4YPJkUjOKkV5bQPGR/irvU/KsoqSKdpoCu5yc3MRf/QyJE4PgkyGATgMgzYuTngk0h/DQtrpvSkN6tIWAHCjSHW6yprytkzV2jdnyoGSmRYlwuAubQ0vRQMWUsgW4FhzYN1S3XqssSuQsqFDhyI/Px9RUVH4/PPPAQDnzp3DpEmTFPvoWtRjjbQNFCjbPLMvegV6Ys3f15FVXI3YXgH4fPpDYJjz2HPxjsb36JsF0hXEapvZkov74oTGZ4o9PW/thfX+5VuQtg+VtmDJ0OlVe5pa1ZSUP7l3B0QHe2P0uqMmdZ+QSFnsOn0dCwf6wtnZGWvWrMHa9Z/D78XtKt1I3n80AjOiOwIA6sUSrNibip/OaM/V8fMQ4I1xYbiYV4Z/mpRkAR7kbVnzDd8Q8ptzD38PLBkTpnPxEmB6KoIya5hmtyZB3kL8ODdabykap/pySG9fxsHPl1n9vUHeFciS097W2BWoqcWLF2Px4sUAZNULhg4diuPHj1tFNYXm0jZQIDcirB2GhbTDS/EPgsdTN0vQwcsFy8Z3x75Ld6DtO5O2WSB9QeyGwxnYnqx+X//m6X5okEhxMa9M4/vs6XlrL2z7ydpMmj5UuoIlY6ZX7WFqVVNSvo8rH+9M7IE1B9JQUFGn9b3OTlykLBsJb1cBiirrcPBqIT49dAPltar/fuVSAfyDOgHiekgkEjj5Bqu1BtyUmIH4lFz4uPExqpsfVsRGwIXPw9fH1FdftnFxwtbZ/QEwePGncxpXm1pz3pahlG/OHs6yxUt7Lt5BYUUdXPhcTO4dgPVTeyPQywUbEzMU7zMlFUGutafZrVmInzuWx4ZjOcI1jlrFTXoEhw4dwpL6awCAkpISJCUlWeVKeE1dgczN2roC6TNw4EB8/MW3WHv0NkavP2qzaR76Vu+P7dEeVfVi7L+sOr2982weNkzrg95BXjiXc0/jeyVSFolp6rNA25KzFYXiNckprVF73kQHe8PHTYANh9O1vg+wj+etPbGdT7QZNf1QGRosNaVpetUeplY1JeW/92gEbt6twrbT2Vrfdy2/EtfyryHtfj/t6GBvzB0SjMFd2iJ203HUNDwIYBiGAaeNHxqLsmT/z1Vv63WnvA53ymW/jyNpdwEA/x0bht/O5aG0+kGyvIczD9vmRsPPwxlPfXMaufdq1Y4lZ815W4ZQ/jJ0OqsUp7NKVV5vunhJrrmpCHLyafaBnX0Q16cD+oq84O/pjIpaMS7fLsNn/6Tjyp0KAI6Zc6xMuRRNaWkpvv5yIy5cuAAA+OOPPwAAbm5uFu2tbqqYMF+1OpQjQtvBhc+F2/1AsKuvG8ZHtAcgu6fWNUrh7cpHdLA3AKBbe9kXkxFh7VBS3YDS6gYkZ5WCy2EQE+rbwj+RaeJTcrA5tx2cRT6QsLaZ5mHI6v2w9u7IKKpS+/mu5cs+22F+bloDSkD27Ni1dz/iJj4CqVSK3bt348djNZAKtTcB0OTJfkGQSln88m+uzv3s4XlrTxwuoNT0oTIkWGpK1/SqrU+tNg26xoW3x8juvpjw+XGd79tyIkvl/49nFCP1TgU2z+yL6VEitdcZrhOcnZ1RV1cHDvQHehfzyjBzQEeIvIWKgNLDmYft8wYgyMsFM75JxvUC9VIfyqw9b0sfQ+oDKi9eMoaum7N8mn3mgI7wEjrhu5NZSC+qgrcrH/OHdsbuFwbj6W/P4NTNEofMOdZm7dq1+PDDD9W2+/n5WXVAOSNahK2nbqlse39yBAK9HgT/E3sGYGLPAABQFC8P9XXDlzP6NnmfrMbm6ZslmPb1aUikLGYOsJ2RaXtJ8zBk9b6n0EljWbey+zNMXkI99TcZBtPmLUJ7wfOoq6tDcXkVghb/AmP+0t0FPDwS4Y8TmcXI0zE4IGfrz1t74nC/gaYfKkODJWX6pldtfWpVOegS8rl479FwfH8yG0UVdfC4v1jJiSvbx8OZh0YJi1ql6VNlB64WoLpejD4iT+CE6mvxP23Do8P64uDBg/jo08+QybI6H7IDOvtAImUVXwjkwaTIW4iZW5KRev9btDa2kLeli7YRBkMWLxmaipCt4easPM3+zh9XUFKtWkol6cZdJC0ZgYUxXXHqZolD5hxr89prr2H37t24fv26yvabN29i//79mDBhQitdmW4hfu4Y2rWtSlegIR8l6n3f6axSlbaTTcm7AtnK79ue0jwMnZ3RVZzekLxahuuE3FzZ4IGmVCZ9YnsFwIXP1Ts6qXxNtvy8tScOF1Aqf6iaEywZOr1qy1Orykn53kI+2rk7Y8GwzlgwrLPavpfeHYuDqQVYsO2s1uMxjGzKVWUbgDED+4DD4WDcuHEYN24cBn5wAPlVYqyKi0RVnRgX88pQXFUPLyEfEyL9MalXADYnZaK0ugECHgc/PBuNcH8PrNx/FTwOgz5Bnorjl1Q3qAVftpa31ZS2EQZ9i5eMSUUAgGdfegNfrFoGb29vpKSk4LWfToMVdALD4aoFkwBQ0yBBelEV/O/nEjtazrEuPj4+2LVrF3r06KGynWVZxMXFIS0tzWrL0DhKVyBtWruagrkZMjtTVtMITw2jkJ4uTvdfV//8N8VKGsHlciGRSMB1Mn6m5MmoIJRWN+BAaqHB77Hl5609sd2nazMpf6iMDZaMmV615alV5aT8u1X1mPa/U2r7PD+iC6KDfTD7uzMo1XGTeSTCH0I+D+dzylS2awruxkYG4sfkbJzPuYcpfQPx+EMd4OHihJoGCa7lV+CVHRcUq5fbuQnQ+34AuXySejCy82wuluy8pPh/W8zbakrbTVPf4iVjUxH27P8Tf3y/Cd7e3sjPz0eH/3wNngtX63W5C3iICGijVoy+KXvNOdanpET930UoFOLJJ5+Ej49xuWUtSd4VaOku83WZsrauQLrI0zxc+VwsejgEPQI8EO7vAR83gcY+5oAsYH5mUCc80TcQnXxc0SCWIr2oCh/8eQ3ncu61apqHIav3rxdUIrZXgNqiI3k+bFphle6TsCy+/nQVZkydgpSUFLz49mroviuo6tbeHb0CPfHtiSw0SAwPEm35eWtPHC6gVP5QGRMsGTO9autTq8CDpPx6sVRt4QcATOkbqFgYAgAdPF3w2dTe2HspXzGSFh3sjWcHByOtoBLxKQ+mL7QFd/K8rV/P5uHXs3k6ry+vrFbn1FpTtpa3pYm2m6ahi5eU6UpFkDTWo7G+Hvn5+WD4LuB6ttd5XSsfjYALn6uzHZo95xzrU1oq+4y0b98eRUVFkEqluHDhAkJCrLts0tatW8EwDF4bPQifHLohmws1Ie/TGrsCaaOc5uEl5OOp/iJcy6/AwauFmN5f88/AYYCvZvVFVEdvbD6aiXPZ9+DC5yGygweEfNkXstZM8zBk9f7B1AI81V+E8eHtsU9ppffjDwWioLwOF3K1L8gBgI5tXfHMjIkAZCvjk/btRMSKA4CBWZRT+8nKmxnTEtYenrf2wj7v4Doof6gMDZaMnV619alVQHNSvi6VdY0ormrAvCHBaOsmAIcD3C6rxdaTt7ApMUMlbUBbcKcpb8scbC1vSxtD6wNqWrykiaZUBJZlISkrUPw/z7O9zhyoV0eHIq5PB7yz54pilXdT9p5zrM/EiRORm5uLDh06YMuWLZg/fz7y8vIQIAq26qLYb7zxBoqKijBkyBBU1nvCfcRccJ34dtUVSBvlagp5ZbXoufIgAMBL6KQ1oJw9qBNGhPpiyuaTKhUVEtNUv0C1ZppHEK8CeQxPazeyIzfu4mj6Xbw/OQJuzjxkl9RgUq8AjAjzxcs7zust4dN0oMDN2QkdvV0NKkHF53IwuU8HXMi9hxv6RkKV2MPz1l445G9BU0kMXYyZXrWHqVVAf3C3ZOcllSnlijoxntuuPY9STl9wZ4m8LXFDPUZ76e4OYQsMrQ/YdPGSJtpSETjVxVj38WrMmDEDR44cwcJ312o9xssjQ/DSwyH46MB1/HBKc4UER8g51ofD4SAwMBAAMHTiE+jyZCZeS6zEvYMHrLYodnl5OYqKZIHQ8eOyBYtPjx2A4k6jDOoKJH/d2rsCaWNINYWm5gwKxpmsUr3luVorzSMxMRG/fLAIAfO/1Lnfc9vO4vUxYXh1VCjaCJ1w8241Fv18TmfrRUD7QIGhz9sxPfzgJeRjzd/Xde6nzF6et/bCIQNKfaNvTYMlY6ZX7WFqFQA+/vhjOOUUgef5cIsm5Vsib6v04Jc4VOCHpx+zzhW1xlC+ORuyeMmYVAQOA8wa3Q8vxUYAAB5//HEE9RyIJ789r3YdL48MweJRoViXcANfHMnUeK2OknNsCJXe512HorTReotiFxUVYdGiRWrb17//f3j33Ua888prOrsCiXyEiAn1xcwBIpucFTCkXmNT/m2cEeQtRML1Qrw+JgxP9guCl9AJN4ur8dXRTPx27rbK/qakeTSn3SPLsli2bBkk926jNus8XDr1AhjNn7maBglW7LuKFfuuGnxNugYKDJ3tejIqCNX1YuzV0t5RE3t53toLhwwoaWpVN6lUijVr1qCkpAT9pjbgbvAYsx3bkKT8aVEiFFfVm1au436+172k71F16RD25XhCKpVaZWcSYyjfnA1ZvGRMKoKUBWYN6KhyvnCRr9o0+6KHu2LxqFBsOJyOzzQsTAAcL+dYF1vqfb5z507MmjULDQ2aUyW++uorvPXWWzq7Atn69KMh9Rqbau8hq1wgzzV8d88VVNaLMS1KhE+e6A0nLkfly5uxaR6mtHtkWRbbtm3D6dOyTlmlf2+E/7wvwHHiw9DcRn10DRQY+rx9+tszRp3TXp639sS2P/kmsMTUKqQS/Lv5NdTP/AcCgfHlEqzFpUuXFCtT/92xAR4DC+A1/GmTj2tMUv6LMSFo6yZQPIiN+T0xYCERN+Deoc2ounQIAFBWVoannnoKy5YtQ8+ePZt1/daAU1UEX2kJSrg+Bi1eMjUVoek0+7whwXhtdBiOpBUh8XqRSi4xAJzPLXPInGNtrLEotq4gUCqVorGxEWyTRFcOh4OlS5diyZIlcHJ60NVKuSuQvWhO+oU8z1jA42DO1hTcLpOldhxLL4boxSF46eEQlYDS0POojGwb0e7xteEd8L9PV+Hs2bNITU1FdXW1Yn9xeSHuHfoKPo+8ZPTPqY2+gQJHL0HlKOzzLm4AS0ytFv35OaounUBSUhLGjDHfqF5LamxsxCeffKKyreLUL/BxdQIv+imD2o4pMyUpf1qUCIO7tNV7Q1U+l0TKoj7nEu7u3wBxuWods19//RU7duxAr169sHv3brX6f7Yw2rJ69Wqc/3UvAv+zGeCot6tsLl03Z+Vp9lHd/QAAI8J8MSJMPXep05v7HTLnWBNrKopt8AjX8PE4efIkBg4cqAgqORwOFi5ciA8++MD0H8QGNCf9Ql6f8ebdakUwKXf0xl0sjOkKH1e+Sh1XcYPuNr+mjGwnZxUj/0Qmqi5pHvWruZIAjqtniw0UOHoJKkdhXU/LFmaWqdX75FOrXC4Xe/futbqAUl+wdPPmTWzevBlbtmxRlDlRlpWwHY94c+A9ZmGLJuUHeQvx49zoBw9EA/K2XBp744cIBl9++SVycx+MCkilUjAMg7S0NNTX1wMwbSqppdXV1SE+Ph7iqioUH9gMn/HqeW7NpevmrDzNPu3r03qP5Yg5x00Z0/scANZO6YkpfYPUjpNZVIWR65IANK8odnNGuCLb8sBxbwdBQwVqa2shlUrRv39/4/8RbJSh1RSUZZfWoKZBrPE1eZEE5YoKLMvi1fmzcOivfXB2dlZ7j8kj2wB8HnkJXDcvlJ/cofJ6WFgY+vXrh4iICLj3DsCGEwVGzwI1Z6DAnM9bWypB5UgcOqAETJta5XIYSMWNKP57k2JqVSKRYPPmzQgMDMSsWbMQEBBgqUvXy5hgaca0aUhJSdF4nDZt2mD27Nl4+eWXERwcbFRwZ678lhA/dyPyttzx5ptvYunSpejRo4dK2ztXV1ccPnwYrr4izNqSbPRUkjkXSRg7Ivr111+jqkpWTqPq4gFwhG1aZISBco6NZ0zvc7naBgme+kY1YK9TynE1tih2c0e4rtxtQOCCzXj/sd5A5gl8+OGHGDp0qEHntAeGVlNQJpGyOHS1EOMj/BHo6YI8pVHK4aHtcKukGveUukeJ7+Xj5NFETJo0CStXrkRBQQHy8vJw584dePWbgC/+LTfLz+I5bBYkVaWounQIDMNgxYoVePvtt1X2ie2v/0uHnKkDBaY+b22xBJUjYdimyTIOypBv8nLy18PasDi8eh4kFUUac45YlsWMGTPw448/qrxm6anV5vwsPds54fi6hSi7nanyszz//PNYt26d1pxQa58mfu+997BixQoAst+JQCDA5kOXsHL/9Wbf0ExZJGHsiOj58+exY8cO/Pbbb8jIyFA7nlvPMfB9ZCHA4Vn05pxbWoNR65JQb8byPgIeBwmLh9vdtFV6YSVGrz8KAGrTnICs5WvSkhFIK6zCzC3JAGQjlOMj/BG+/IDe4ycsHqY3CDdlhEvZkjGhZsvdtCXL96SqlLoZEdoOLnwu3AQ8fDylF/ZduoP99wt/J6YVoa5RCpG3EHtfHILiynqs/+eGbFFOPxHG9PDDwp/P4a8rsvqurFSCynP7cS/hfyrnZBgGXA9fiJ7/GhKoT7sb07HnARasuBF3vn4ebkw9cnJy4O6u+W+nJQcKmvOMaq2qB8RwFFA2YcyHqnNbV+zatQtbt27Fn3/+qRZUAsDUqVMRHx/fYlOryqMSxgYYHFaKgv2fo+rSQcX227dvt+ooq6nOnj2Lfv36ITQ0FHv37sWmI5n4I8v0oMjYB21zbqCDu/hgz9vTUFWgucYjALi5uWHRm8uR6zfE4jfn+JQcs+ZAvTKwLfKO/or33nsPLi4uZjtua2sajGjy0zxZbc6Rn8qmsw0NKLkcBrOiO+osim3u39OaxyIdbkRI+UsBABz/bwwCvTR/VoasOawYkQz1c8Mb47qhfydvOHE5uJpfgY2JGTjcpDvU7a+fg7hEfUGd79SVcOv8kMbC44GeLvjzpaG4ll+Bm8XVmN5fZEBACXDAojrrPJb0dcbrr7+u70cH0HIDBa0x20UshwJKHYz5UJ04cQJDhgxR2TZlyhSs2fQN3t17vUW+iZlrVIJ7ZT9u7vsS3bt3x9Wrhtcis0Ysy2LXrl2IiYnBwcyqVnnQmhLkM6wUhU2CfEBWI/KFF17A0KFDFatuW+LmbPrfGAuAQS8mGwmfvY6amhr89ddfGDdunAnHtC7DP07UOV3qLuDhxBsP42RmiWIF/topPRHXJxCl1fXwdhWgqLIOB68W4tNDN1Be26jy/o4+QiQtidF4bBpJNp9ZW5LNnubBSsSoy7mEoh3vqL3m5BOkt+i4nJfQCeffHmNQQCl38OWhCG3vYdT1tiRrn+0i+lFAaSYsyyI4OBjZ2bLRJCcnJwyatQT5AUNbZGrV3KMSAXmJmDWoC55//nmzHbM15ZbW4MWfz+HlkaEIa+8OH1c+6holuFlcjR9OZSvqNgKyFmqP9gpARx9XuAq4KK5qwLnse9hwOB3pRQ9aghnyoDVXkH8v6QdUnPoFAODv74+8vDydNTUteXM2JUDmcRgU/vk5ys/9JdvG5WLZsmVYuXKlWa6ttVXVixG5/IDOBR3rnuyNiT39EffFCcXCnLmDZRUH0gplxd+jg70xd0gw7pTVIXbTcdQ0SJSOwOLKu2Ph5qy+yl8eBDnzOHqnRzkMMGdwMIaFtEWonzs8Xfi4XVaLQ1cL8GVSJirqZItM5LmuhuZu2gtLBOc8hsXyKC56hwTB398fzz77LPbt2wepVAqvUQvQpt8ksAbUhjQ2oDRkZJsQU9l2lWcrwjAM4uLiAADLli3Dsu1Hcct3MOrFUqO/4UqkLOrFUizddRkbE/XfLOQrSpua2i8Itz6cgNTlY3W+f8eCAbj14QSsULrZlHQaiYlTnzHquq3Zst2X4SrgIb+8Fh8fSMOcrSl49deLyLtXg/VTe+PFmK6Kfb2ETjhy4y6W7rqEp789g/UJN9AjwAO/vzAYnds+KMAtXyShjTnLxngNfxpuPUeDYRjMnj1bb4F2eX3APiIvhAe0Mes3/WlRIiQsHo5BnX0AyB5Wushfj+7kie5ZvymCSUC2iG3Dhg3Yu3cvpFLbb7+oryi2vPf5e/uvqqzy3nIiC1tOZOF4RjGOZxTjk0M38OovF9HV1w3T1b5UMpgwbTby8x+0wsvKysKbqz/DsYxiSKQsvIR8PNVfBAGXg4NXC6GJsxMXr4wMwe17tVi57yrmbD2Dn1NyML2/CDufGwTB/fI5EimLYxnFyCjS3unIHslL3ZjTB3E9MTNuPCIiIuDj44NffvkFI0aMAAAIu0YZFEw2h7zdIyGWROPJZvTOO+9g7NixKPPpYbbRQkPqz8lXlCrz8xDgrUe6o6C8Du7O2n/NTw/sqLFLibErSq1ZemEljmXIenmfzCxRee3w9SIEeQkxvb8IGxNli17WJagG8clZpTiXU4Z/Xh2OR3t3wLoEWZCo/KBtOoWsLcg3RbvxL6Lxdiqeftr0ld2mak45p4Rd2/H89i1qxyovL0dsbCy6dOmCP//8E6GhoS32c5ibrmLVhvQ+V3bgagGq68XoI/IETqi+lnL2PMLCwhAbG4srV67g4sWL8B71H7g9FAyGw0VeWS16rpSlSXgJnTC9v/r9o65RgqEfJ6JMafXx6axS3CmrxZcz+mJ8hL9i5J7LYbDtdI7DjXBZutSNQCDAnj178EhsHLLbtDf5HLqY0u6REEPQX5YZeXl5Ibz/MIy6Xzeuqan9grDm8Z6orherJN/rm2LVVX9OOVhS9sHkSCRnlaK8tgHjI/w1Xk+gpwv+O7YbXvvlAr6a1U/lNV3Bkq3ZnpyjM3+1tKYBPm66OxuVVsvqVkqajKJpe9DKg/we/h5YMiZM7zR7UzsWDEB0sA++P3VLEZgyXB4efX8HunXrpvdnbinGlHPq8MwzqK2txccff6wyugbIRvgLCgogFqvW8rO1vCptRbEN6X2uCcOo1i+UEzfUobayEtu3b1dsc+7SFwyHa/CxpSxUgkm5i7llAICANg/qI8pHuJbDsQJKwPKlblxdXfHFj79iwufHzXXJGhnb7pEQY1nvndlGaRotBHSPGMqnWK/lZ6K8thEibyGeG94Fv78wGJM2Hkf2/RXCmkYLNQVLk3t3QHSwN0avO4olY7SP9qx6LBLH04txQMuUmL2MSiSmFan8+zAMwGEYtHFxwiOR/hgW0k7jaCKHAXgcDoK8XfDG2G64W1mv1upQ04NWOcj3cJZNs++5eAeFFXVw4XMxuXcA1k/tjUAvF8WoqDJto8YSKYvk7HKrDfL1teFzcXHB4sWLsWjRIkRERCAtLU3xmlAoxL///otu3brZVLH5pjQVxTak97kmj0T4Q8jn4XxOmcp2lmUhvtckIOe7gOep+YujsQZ1aQsAuNFkituRR7iadu0CKwUY7WknxtZrbE67x+ZoqfMQx+R4dwYL0jZaCOgeMTRkilXbaOHB1NsqwZKPKx/vTOyBNQfSUFChvbXX1H5B6B3oqXU0FbCPUYmqerFK32gAeP/RCMyI7ggAqBdLsGJvKn46k6P23msrxkHgJBvxybxbhWlfn0Z+ufq/abbSg1YikWDVr8cUD5zTWaU4naXaeUjTNLucrlFjwD6CfB6Ph7i4OKxZswYsy4LD4UAqlaK0nmn1YvOmak7v8w6eLvhsam/svZSvyMGMDvbGs4ODkVZQqdYDWnwvH0I+F8NHP4Lz58+joKAAPM/2in7SpvDzEOCNcWG4mFeGf5qUunH0ES55mseuf05h3uqt6Dx4IkrqOWapptCcdo/N0VLnIY6JAkoz0ja1auiIoTK1KVapBEu+2oMfXp4EDw8PVFVV4f3VH+O2OErlQfLeoxG4ebcK205rz9GSj5Z++Nc1FFXW67wOWx+V0LRIYlNiBuJTcuHjxseobn5YERsBFz4PXx+7qbLfY5tPgs/lQOQjxNzBwYifH42nvklWWekt9+jMeejdsS1+/vlnYNJyOHnprt2pbZpd36ixPQT5ADBy5EisXr0aS5YswRtvvIGRC97GMzvSIWUeLATRRblv8ah1SSYVmzenu3fvQpJ3CVzXrpCwMKj3eWVdI4qrGjBvSDDaugnA4QC3y2qx9eQtbErMQK1StxywUowKD8D/SkogEAhQW1uLN998E1/+8pfasY3VxsUJW2f3B8DgxZ/OQVP9D0cf4aqtrcV/psXiXnEx1r41HVEDh5glJaM57R6Nxdw/DyGWYptRgpVqOrUKGD5iCOiZYuVwkZJXAz8/PwwZMgTnzp1DNd8L7Wc/6LE7Lrw9Rnb31ZuL88HkSFzLr8DPTUY+NLH1UQlND8A75XW4c3+k8UjaXQDAf8eG4bdzeShV6mqSen8V7vncMiRcLcSRJTH479gwzP/xrNoxj504hX923gDDd0GQhqlHQ6bZDRk1Bmw/yAeAUaNGKYrmb0xMR3nYRNkfm5FVzCT3c9qW7rqM4qp6s3V1aW7u5sqVK3Hm5z8U9QQN6X1eUSdW1KPUi+Hg7WnDFJ2rXFxcsH79evQaMQErkhv0vFk7D2cets2VFVt/6pvTyL1Xq3E/Rx7hkkgkmDZtGoqLZbNQt27dwogRI8xybzS03aNyxx4A6OrrhvERssU88o492oh8hDZ9zyDWj/66zETT1Cpg2IihnL4pVp6XP+olQEJCAgCA799W8ZqQz8V7j4bj+5PZKKqog8f9PE0nruwB4OHMQ6OExYiwdhge2g5PfHVKsY+cE5cDD2ceahokKnmgtjwqYcgD8GJeGWYO6AiRt1AloFRW3SDBzbtVCG7rpvF1ViJb3KBt6lHfNLsxo8a2HuTLBQQEmLW0kiEVEXQxNXczKysLmzdvhlgsRm3WObh07AUYsUhGH129z58cH4OVybrrX2rj4czD9nkDEOTlghnfJON6gebyQI48wrV8+XLs2rULly/LqncwDIOzZ89i9uzZZjtHTJiv3g5L70+OUOnYM7FnACb2lM2GKHfsaYrLYRATqj5CTog5UUBpJpqmVg0dMZTTN8XKMAx4Xv5oLMqS/T/7YCrMW8hHO3dnLBjWGQuGdVY79qV3x+JgagGu5lfAicvB7y8MVtvnqf4iPNVfhAU//qtSu86WRyUMmUoa0NkHEimr8QuBnJfQCWHt3fFv9j31F1kWf2z7BiePJuKTrb9pfL++aXZjRo0B2w7y5eSllQZ29kFcnw7oK/KCv6czKmrFuHy7DJ/9k65Sq9GQgvO6KiLoug59bTG15W62d3dCRkYGrl+/jpUrVypWqZf+vQn+874Ax4wBJY/DYFVcpMbXDB3hakoeTIq8hZi5JRmp+RVa93XkEa5NmzYpRiYB2cKo33//HUuWLEHHjh3Nco4Z0SJsPXVL5z5DPkps1rElUhYzB7R+Sgixb455d7CApg94Q0cMlfOjDJliHTo8Bps/OIDKykp8+vkmHGNZMAyDu1X1mPa/U2rX9fyILogO9sHs786gtKYBNfUSnL5ZorZf/IKBOJBagO9OZCm6dQC2Pyqh/KBdFReJqjoxLuaVobiqHl5CPiZE+mNSrwBsTspEaXUD3AU8/Dg3Gnsu3kZWcQ3qGiXo3NYVcwYHg8/jaFyl27GtK8aPjsH40Q9jwPgpWLhXvUevrmn26GBvo0eNbTnIl5NXRJg5oCO8hE747mQW0ouq4O3Kx/yhnbH7hcF4+tszOHX/71VfNYSbxdVG109V7voDGJe7GbP2MIr+2oTKC3+r7ScuL0TZP1/De9yLxvyT6LQyNlxnoNx0hEvf9CjLAj88G41wfw+s3H8VPA6jsmiopLpB8SXLkUe4kpKSVIJJuby8PDz33HP46y/T81cBWQmuoV3bmr3do66RbULMiQJKM2n6gDd0xHDBNs25U9qmWDes/xQh96c6t323BYNXJ+B2eT3qxVK11cQAMKVvICRSVuU1bdMiBRV1asewh1EJ+YP2fM49TOkbiMcf6gAPFyfUNEhwLb8Cr+y4oKgJWS+W4lp+BaZHieDv6QIBj4O7lfU4nVWC57ZnIqPJgpymD9oRfcPB7M3TO/WoPM0e5udu1KixrQf5gGpFhHf+uIKSJqkGSTfuImnJCCyM6aoIKA2phmBM/VRT2mLKHvgMvMe9CMbFQ9EWU47H46Hywt9gXDzgNdz0QvSaimI31XSES9/0KAD0vh9ALp+kvshr59lcLNl5CYBjj3B169YN0dHRSE5OVnttwYIFZj3XqrhIjFqXZNaAUtfINiHmZNuRghVpOrVq6IihNpqmWDUFEqN7+OvNu2kuexmVkD9ofz2bp1ZHsqkGiRRv6min2FTTB62hU4/K0+w7z+YZNWpsD0G+ckWEpsEkANQ0SJBeVAV/peLammgqOG9IaSVzt8WUVt9D1aVDAIAOHTrgmWeeQffu3dG9e3fckLTD8r2WKYqtrOkIlyHTo53e3G/QdTjyCJefnx8++eQTDBkyRLGNYRi0adMGXbp0Meu55O0ezdVpDdA/sk2Iudj2U8mKNA0kDB0xNGaKVVMgoS/vZsnOS4pRBl00PVjsZVSipaeSlKceDZlmL4Xho8b2EuRrqoigzF3AQ0RAG7VWmYD+gvP6SiuZuy0my7LwGv0c6rIvQVp5F4mJiQgJebDavC+AIV3b6s3TlDO2KLYyGuGyjN69e6v8/6+//orHH3/cIueydLtHQiyFAkozMmSVXlOGTrFqCyQo78YwLfmgVQ7yDZlmN4Y9BPnaKiIoW/loBFz4XGxMVM9ZNaTgfHZJtdbSSst2X0ZUJ2/E9grQuxCoKY0tMRkG4PLgPW4hJrfJUwkm5ZrT+7w5nz0a4bIMV1dX8Pl8NDQ0YOPGjRYLJuUs3e6REEtgWNbIwm9Eq/TCSoxef9Rix09YPEzjQya3tAaj1iWh3owrfwU8DhIWD7erB0l8So5ZH7RrHovUesOetSXZYkG+oQtOrFXqnXKdlQ9eHR2Klx4OwTt7ruCHU+rltsIDPFSqIfi3cdZYcD6qJAHfffoe3Nxkeci5ubnYsvNPbC0KxKanHoKX0Al/Xs5XWQgU2aGNykIgZU8P7IiFI7rCz8NZJaBUtv2pbhgcadg0qCX7lJuSH6rs9TFhWBjT1QxXZFs0/W4CfH3Qvn17lZahlqZcgYCVSnT2apePbFtb9yjiOCigNLPWCiRaMliyZS31oKUgX7vzOfcQ9+VJja+9PDIEi0eF4qMD1/HFkUy9x3Llc3FkSQwu5N5TKzhf8MNraMepxqRJk3Dy5ElcvHgRXqMWwP2hCWjr7qKWuynkc5G0ZATSCqswc4vqAoxATxf8/cowRUtMTQEll8NgVnRHq2mLqbyC3Zj7ESuVQODEw6KBvvj3l88xf/58lfxBe6WvDmnDvXyMDvfHW08Oa/Ee8r2GjUOeoBPCxzyJ3NJas49sE2IONOVtZq2Vw0R5N4ZpqakkmnrUTlvJI3kwuS7hhkHBJKC74LxU3IC8ojx8+eWXim0uXfqB4XCNXgikryUmYH1tMadFiTC4i/G5mw25V1BwYCMWry6CRCJRdOeyV4bWIXXy8sexAgaj1x9t0VHAzZs349KxAwCAhP0b0MhyLDayTYgpbL+YnZWRBxLmZGgg8WJMCFY/FgkBjwMuR71biy5cDgMBj4M1j0Xa/RTXtCgREhYPx6DOPgCg999K/vqgzj5IWDzc4GB7WpTI4N7t+thTkC+viKBs0cNdsXhUKDYcTtdY61MbeTWEWyXVKttZloX4Xr7KNobvAp6Gtphy8oVA6YWqU+fylpjv7Lmi93rkbTGthTx389ArwzAruiM6+gjV/u0ZAB19hJgV3REro51Q+tsKNJTmQyKR1cjNz89XO669iE/Jwah1STh5P8XB2B7y8Sk5Ovc3xdixY9GzZ088//zzim3Xr1+Hq4CH8IA26CPyQnhAGwomidWgv0QLaM3RwuaOSjRnRakta6lFEpRcr65pRYR5Q4Lx2ugwHEkrQuL1IpXi2oCs0L+xBeclZfkYO3IEBgwYgO3btyMzMxNcLW0x5TQtBDKmJSZgvW0xQ/zcsTw2HMsRrjV3c9OmTXjmRfVC7Dt37sSMGTMwbty4VrhyyzG1Dqklesgru3DhAoqKilS2vfbaa9iwYQO6d+9u9vMRYirKobSg5uYwmSuQsHSwZG8suUjCkGk1OUdIrl++J1VRESF+/gAMuD9arEmnN/eDz+VgRWw4+nX0UquG8MUR1YLzHLCY1q8DVj3eBwBQV1eH//73v/hq5wH4P/OpxnNoWwj0zdP94C7gYerXpxXbbn04QeuiHADY/fwg9BF5GfXvYQ1SUlIwefJk5OfnQ9NjYd68efj6669b4crMz9pzzv/9919ER0dDKlXPwZ47dy6++eYbs52LEHOhgNLCrCWQsGSwRAxHQb5Ma1RE2LxjP1ZfUN9X20Kg8RHtsWFaHzzx1SncvPsgYL307lj8dCYHq/+6ptYSEwD2LxpidSOUhqqursb06dOxd+9etdcmTJiAvXv36hzltQW2sGDu+eefx+bNm9W2u7i4IC8vD97e3mY5DyHmRAFlC6FAgjTl6EF+S1dEqK4XI2L5AZXPnvJCoKbT5q+MDMEro3TnwCq3xARkn+Ury8fa9O/x6NGjGD58uMq277//HrNmzVIEk7b8t6v8d+fK52LRwyHoEeCBcH8P+LgJsD7hBtY3+VtYO6UnpvQNUjtWZlEVRq5LMntJr/r6eqxevRrLly9X2d6mTRuUlZWZ5RyEmJtt3AHsgCE5TMSxyJPrHVVLV0RomrupbyGQsS0xAftoi9muXTsAsoLtnTt3RmZmJiQSCTKKqnSW1RF5CxET5osZ0aIWL6tjKOUe8gDgJeTjqf4iXMuvwMGrhZjeX/u0dW2DBE99c1plW12jbOGSMT3kDSEQCDBnzhxFQOnm5oZXXnkFXl62l0pBHIdt3/lslKMHEoQArVNaSd7Nas6gTnoXAuWV1RrcEhOwn7aYoaGheOeddzBx4kRERUVh+rwX8cm5eqy4cVRnWZ3s0hr8mJyNraduWW3+r3IPeUDW8rTnyoMAZBUDdAWUUpbF+dwyra8b0kPeGEFBD0ZEjxw5gr59+5rluIRYCgWUhJBW09IVEeRtMUd19wMAjAjzxYgw9SBQU297feyhLSYAcLlcrFixAoBs8co5/wmyPFEDFhc2LauzIjYc06yoQoG+HvKmMLUOadOZK09uIxiGwdy5cymYJDaBAkpCSKtqydJKIX7uGNq1LWZsSW52YKEp2JTn0NlT/rO1l9UxliE95HVxduIiZdlIeLsKUFRZh4NXC/HpoRsor21U7COvQ2po2oOu7jwAEPj8N2gzJBzphZVWm0ZAiBwFlISQVteS9VNbq5uVLYlPyTHLqDEArD14A+3cBK1eSzW7pFotYDPUtfxKXMu/psiZjQ72xtwhwRjcpS1iNx1HTYMsl9LQOqSGVv/gePhh95US7LzUst15CGkOCigJIVahpYrNU1tM3XJLaxQ1Ng1dBT17UCc82isAHX1c4SrgoriqAeey72HD4XSkF1XhnT2pGNSlbav+GzWYUCZoy4kslf8/nlGM1DsV2DyzL6ZHiVRe13ce5frEgPHdeawtjYAQOQooCSFWpSUqIrRmNytrt2z3ZUWwY+gqaC+hE47cuItr+Zkor22EyFuI54Z3we8vDMakjceRfX9EzlxldZpDWw/55jpwtQDV9WL0EXkCJx5sP382BX1EYzS+x97SCAhRRgElIcRqWbIiArXFVNe0rI6hq6DXJaiOWCZnleJcThn+eXU4Hu3dAesSbphcVsfULxdBns7NOq8uDCNb/S3HsiwWPv0kOv2xCw8//LDKvvaYRkCIMgooCSEOqyVzN21B07I6piitlvU+l9xvH9icsjq6Fq0YW/vyvXf/D42VoXDyCjD2R9HokQh/CPk8nM8pU2wT38tHfXUFxo0bh9mzZ4NlWaSnpyM9vxS82BVgeHy14wzs7IO4Ph3QV+QFf09nVNSKcfl2GT77Jx1X7lRoPb81pBEQoowCSkKIQ2up3E1bYGpZHQ4D8DgcBHm74I2x3XC3sh6/ns0DYFxZHUMWrRhT+/Kff/7B2rVr4TVqAZwemgBwuIrXRoS2gwufC7f7o51dfd0wPqI9ANm/h4+rAJ9N7Y29l/IVC3uig73x7OBgpBVUIj4lV3Y9Uglqb/4LlmXR2NiIr7/+GhwOB1KpFL5TV4KndE5lMwd0hJfQCd+dzEJ6URW8XfmYP7Qzdr8wGE9/ewanNBTXBwCxlG31NAJClFFASQghoG5WppbVAYBrK8ZB4CQLnDLvVmHa16eRX16neN2QsjrmWLQyOdIX9fX1aGhoQGFhIaZOnSr7Gc//BY9+sSrvf39yBAK9HgShE3sGYGJP2SjmkDWHUVHXiOKqBswbEoy2bgJwOMDtslpsPXkLmxIzUHu/Ww7D4aLy/J8qx5ZKpXDyCYJL8ENar/+dP66gpLpBZVvSjbtIWjICC2O6ag0ozd2dhxBT2fcdkhBCmsERu1mZUlZH7rHNJ8HnciDyEWLu4GDEz4/GU98kI72oCoD+sjrmWrTyn5d/QMWpX9T2aSzJRW3WObh07KUYpRzyUaLeYz+3/azO11mJGJL8a3ioSwC6jBmKkydPIjs7GwDg1mc8WKkEjJYRyqbBJADUNEiQXlQF/za68z7N3Z2HEFOYd9kbIYQQm2RKWR251DsVOJ9bhj8u3MH0r08DYPDfsWEq+xQVl2p8rzkXrXgNfxpuPUdrfK30702QSsSAyeHzA84CPk599hKSk5Px008/ITU1FYMHDwaXy4VLl35ag0lt3AU8RAS0QXphlc795GkEhFgDCigJIYSYvaxOdYMEN+9WIbitm8r2eXNmK0bvAKCqqgq/JxzD/+2+BFc+F0vHdcMPz/bH2bdG4daHE/DKSP3lcXYsGIBbH07ACvlIHcvCa/Rz4LXxU9tXXF6Ie4e+giwz1jya1iF1dXXF33//jX4Dh4Dn6W/88R6NgAufi42J6Xr3lacRENLaKKAkhBCCTj6uZgyxZGWGwtq741ZJtWIby7LIunwGPXr0wNixYxEcHAwPDw/855sjaBRLFHUvBVwODl4tNOg8Tw/siE4+rqobGQYMhwvvcQsBAE5OTjh+/DiqqqrQ0NCAigt/Y8mYULP8nNrqkLq5ueHz734Gwxj3r/rq6FDE9emA9/Zf1bnKW06eRkBIa6McSkIIIXAV8CDyFiK7ycIcfaugnTgc/Dg3Gnsu3kZWcQ3qGiXo3NYVcwYHg8/j4DOlrjrie/lgG+tQ0wgcPCirb6m8aMXQupdygZ4u+O/Ybnjtlwv4alY/ldcYLg8uwQ+B5xOIte+8jsGDB6u83hJ1SHl842pfvjwyBC89HIKPDlzHD6ey9b/hPnOkKxBiKgooCSGEAABiwnzxY3K2SnClbxV0UWU9ruVXYHqUCP6eLhDwOLhbWY/TWSV4bnsmMuQLcu6X1WlK36IVXVY9Fonj6cU4oGU0k5VKEP7oc1i0aJHG1y1dh9SYNIKXR4Zg8ahQrEu4gS+OZBr8PmPPQ4ilUEBJCCEEADAjWoStp26pbDNkFfSbu/X3RWc4XPz3sYEYvXoB0tLS8Mwzz0AqlTZr0QoATO0XhN6Bnhi1LknnOT26DdQ57WzJOqTyNAJ9Y5+LHu6KxaNCseFwusqIriGY++chpLVRQEkIIQSArBbn0K5tcfJmiVm65chxOQwGdfbB0rkTAAB9+/aFn58fYh97olmLVvw8BHjrke748K9rKKqs17lvbmmt3tqXgGXqkGpLI1A2b0gwXhsdhiNpRUi8XoQ+QZ4qr5/PLdN5DpGP0O5rpBLbQH+FhBBCFFbFRWLUuiSzBpQ8DoNVcZEq20aOHImtv+3H6/9oLiOkyweTI3EtvwI/3+9So4u+2peamLMOqaY0AmWjustWoo8I88WIMF+11zu9uV/rsbkcBjGh6u8hpDVQQEkIIUQhyFuIFbHhWLpL/zS2oZqW1ZHrGtoN+OekUccaH9Eew0Pb4YmvTsHDWfUR5sTlwMOZh5oGiaLTDtC6i1Y0pREom/b16WYfWyJlMXOA7oVLhLQUCigJIYSomBYlQnFVvVkKjWsrqwM0bzFJmJ87nLgc/P7CYLXXnuovwlP9RVjw478qZYdac9GKpdMIqO0isRYUUBJCCFHTEmV1DF20omzn2Tyc1tDfOn7BQBxILcB3J7KQVlip2G4Ni1ZaKo2AkNZEASUhhBCNLF1WR9OiFX11L/PKapFXVqvxeAUVdTidpZqTaQ2LVloyjYCQ1kIBJSGEEK0sWVYHUF+0oq/upbZgUhNrWrTSUmkEhLQWhmVZ843BE0IIsXvmKqsDAOmFlRi9/qiZr/CBhMXDrCrPMD4lx6JpBIS0FgooCSGEtKpZW5Ittmjlx7nRZjumueSW1hicRiDvIjS4iw+md2ExZnBf8Pn8FrxaQgxDASUhhJBWlVtag1HrklBvxvI+Ah4HCYuHW3Weob40gkAvZ6Qe+gXSG0lgKgpRVlaG/fv345FHHmmtSyZEKwooCSGEtLr4lByzLlpZ81ikTU0NK6cROHEY/PnL9/j2f18iLS1NZb/jx49j8GD1kkmEtDYKKAkhhFiFjYnpZlu0sjCmqxmuqHXk5uaiU6dOkErVR2yvXbuGbt26tcJVEaJb61V7JYQQQpS8GBOC1Y9FQsDjgMthjHovl8NAwONgzWORNh1MAkBQUBB27NgBLper9tqcOXNQXl7eCldFiG40QkkIIcSqGLNoRf760K5tDap9aUveeecdvPfee2rbo6Ojcfp081s2EmIJVIeSEEKIVbF07Utb0a5dO7VtLi4uGDRoEFiWBcMYN4pLiCVRQEkIIcQqhfi5Y3lsOJYj3Ky1L21Ffn4+AIBhGLAsC4FAgOLiYgiFQof89yDWjaa8CSGEECuUmpqKw4cP47HHHsM333yD1V9uxcuf78SpWxXIKdUwYustREyYL2ZEixDiZ38jtsS6UUBJCCGEWLHc0hq8/ut5nL5VBi4DSHQ8te05p5RYNwooCSGEECtlaqvGFbHhmGZD9TiJ7aKAkhBCCLFC5qrLuWRMKF6MCTHDFRGiHdWhJIQQQqxMfEqOWYJJAFh78AZ2pOSY5ViEaEMBJSGEEGJFcktr8O6eVLMe8509qcgtrTHrMQlRRlPehBBCiBWZtSUZJ2+WaMyZ7OHvgSVjwhDW3h0+rnzUNUpws7gaP5zKxu8Xbms9JpfDYFBnH/w4N9qSl04cGBWtIoQQQqxEemEljmUUa33dw5mH/PJa7Ll4B4UVdXDhczG5dwDWT+2NQC8XbEzM0Pg+iZTFsYxiZBRV2mUReNL6KKAkhBBCrMT25Byd7SZPZ5XidFapyrbD14sQ5CXE9P4irQElIBul3HY6B8tjw816zYQAlENJCCGEWI3EtCKjygPJldY06H2fRMoi8UZRcy+NEJ0ooCSEEEKsQFW9GDkGLpxhGNmIo7crHzMHdMSwkHbYnJSp9305JTWorhebeqmEqKEpb0IIIcQKZJdUw9CxyfcfjcCM6I4AgHqxBCv2puKnM/pLA7EAbpVUIzygTfMvlBANKKAkhBBCrECDWGrwvpsSMxCfkgsfNz5GdfPDitgIuPB5+PrYTbOehxBDUUBJCCGEWAE+z/AstDvldbhTXgcAOJJ2FwDw37Fh+O1cHkqrG8x2HkIMRX9VhBBCiBXo5OMKppnvvZhXBicuByJvoc79mPvnIcTcKKAkhBBCrICrgKc3INRmQGcfSKSs3kU9Ih8hXAU0OUnMj/6qCCGEECsRE+aLH5OztZYAWhUXiao6MS7mlaG4qh5eQj4mRPpjUq8AbE7K1DndzeUwiAn1tdSlEwdHrRcJIYQQK5FeWInR649qff2JvoGY0jcQXdu5wcPFCTUNElzLr0B8Sq7O1otyCYuHUaccYhEUUBJCCCFWRFcv7+aiXt7E0iiHkhBCCLEiq+IiweM0d3mOZjwOg1VxkWY9JiHKKKAkhBBCrEiQtxArzNxve2VsOIKaueCHEENQQEkIIYRYmWlRIiwZE2qWY70+JgxTo0RmORYh2lAOJSGEEGKl4lNy8O6eVIilrHE5lawUTlwO3p8cScEkaRE0QkkIIYRYqWlRIiQsHo5BnX0AyBbX6MJKJQCA2lsXEMu7SMEkaTFUh5IQQgixYkHeQvw4NxrphZXYnpyDxBtFyCmpgfJ4JcuyEN/LR+3Nf1F5/k9ISm+j66ZNrXbNxPHQlDchhBBiY6rrxbhVUo0GsRT/t2wp/vrlB7CNdSr77Ny5E48//ngrXSFxNDTlTQghhNgYVwEP4QFt0EfkhT+2bsLcZ2aq7XPw4EHQmBFpKTRCSQghhNg4lmUxZ84cfP/99yrbX3jhBWzYsAFcLreVrow4ChqhJIQQQmwcwzAYP3682vYvvvgCc+bMaYUrIo6GFuUQQgghdqCoqAgcDgdSqRQAFP9dVdeI1DvlaBBLwedx0MnHFa4CevwT86K/KEIIIcQOFBUVKYJJfruOCBk/Bx5hA3G+shETPj+u2I8BIPIWIibMFzOiRQjxc2+lKyb2hHIoCSGEEDuwb98+bNwaD+lDT+JGJRdcDqOzGLr89aFd22JVXCS1ZiQmoRxKQgghxA5U+fVEVvcZyKyWTT7q66wjf/3kzRKMWpeE+JQci18jsV80QkkIIYTYuI2J6Vh78IbJx1kyJhQvxoSY4YqIo6ERSkIIIcSGxafkmCWYBIC1B29gB41UkmaggJIQQgixUbmlNXh3T6rB+0/tF4RbH05A6vKxWvd5Z08qcktrzHF5xIFQQEkIIYTYqGW7L0OsJ1dSzs9DgLce6Y6C8jqd+4mlLJbtvmyOyyMOhAJKQgghxAalF1biWEax3sU3ch9MjkRyVimOZ9zVuZ9EyuJYRjEyiirNcZnEQVBASQghhNig7ck54HIYg/ad3LsDooO98fYfVwzan8thsO005VISw1FASQghhNigxLQig0YnfVz5eGdiD6w5kIaCCt3T3XISKYvEG0WmXiJxIBRQEkIIITamql6MHAMXzrz3aARu3q3CttPZRp0jp6QG1fXi5lwecUAUUBJCCCE2JrukGoZkTo4Lb4+R3X2xtBmLbFgAt0qqjX4fcUzUy5sQQgixMQ1iqd59hHwu3ns0HN+fzEZRRR08nGWPfCeubCzJw5mHRgmL2kaJSechBKCAkhBCCLE5fJ7+CUZvIR/t3J2xYFhnLBjWWe31S++OxcHUAizYdtak8xACUEBJCCGE2JxOPq5gAJ3T3ner6jHtf6fUtj8/oguig30w+7szKK1p0Pp+5v55CDEEBZSEEEKIjXEV8CDyFiJbx8KcerEUp7NK1bZP6RsIiZTV+JoykY8QrgIKE4hhaCybEEIIsUExYb4G16E0FpfDICbU1yLHJvaJYVnWsBL7hBBCCLEa6YWVGL3+qMWOn7B4GLr6ulvs+MS+0AglIYQQYoNC/NwxtGtbs49ScjkMhnZtS8EkMQoFlIQQQoiNWhUXCZ6ZA0oeh8GquEizHpPYPwooCSGEEBsV5C3Eithwsx5zZWw4gryFZj0msX8UUBJCCCE2bFqUCEvGhJp0DPlyitfHhGFqlMgcl0UcDC3KIYQQQuxAfEoO3t2TCrGUhURq+KOdlYjBSiVYERuOOcPCLHiFxJ5RQEkIIYTYidzSGizbfRnHMorB5TA6A0tWKgHD4aI26xxK/96E2uI88HhUd5I0DwWUhBBCiJ1JL6zE9uQcJN4oQk5JjVpHHUlZPmoyz6Li3D6IS2SBZGNjY6tcK7EPFFASQgghdqy6XoxbJdVoEEvB53HQyccVuVkZGD9+PG7duqXY76233sLKlSvB4dDyCmI8CigJIYQQB1RQUAB/f3+VbZMnT8a2bdvg6ko9vIlxKKAkhBBCHFBJSQnatm2rso3D4aBHjx745+hx3K2Fyqgm9fUmulBASQghhDig7OxsdOrUSfH/Tm1FcOs9Du5hA8Bx91XJu2QAiLyFiAnzxYxoEUL8qIsOUUUBJSGEEOKArly5gsjISPA828N77AtwCX4IHLCQQnvnHfnK8aFd22JVXCQVQCcKFFASQgghDigvLw99piyE2/BnwXB5MKJ0JbgcBjwOgxWx4ZhGhdAJqFMOIYQQ4pB+T6+Fa8wCsBzjgkkAkEhZ1IulWLrrMjYmplvmAolNoYCSEEIIcTDxKTlYe/CGWY619uAN7EjJMcuxiO2iKW9CCCHEgeSW1mDUuiTUi6Vqrw0I9kb8goEa3xf3xQmczy3T+JqAx0HC4uGUU+nAqAYAIYQQ4kCW7b4MsZ457o/+vo5TN0tUtqUVVmrdXyxlsWz3Zfw4N9os10hsDwWUhBBCiINIL6zEsYxivftllVRrHY3URCJlcSyjGBlFlejqSyWFHBHlUBJCCCEOYntyDrgc7WWBTMHlMNh2mnIpHRUFlIQQQoiDSEwrgsSAJd0rYyOQ8f54XH53DH6Y0x/9OnrpfY9EyiLxRpE5LpPYIJryJoQQQhxAVb0YOaU1OveprBPj2xNZOH2zBPdqGtDJxxULhnZG/PwBePb7FBxN1z1dnlNSg+p6MbVpdEC0ypsQQghxAKl3yjHh8+NGv8/DmYe/Xx6G8tpGjN9wTO/++xcNQXhAm+ZcIrFhNOVNCCGEOIAGDWWCDFFRJ8bh60Xo7u8BAU9/2NDc8xDbRgElIYQQ4gD4BgSD2jBGrOMx5TzEdtFvnRBCCHEAnXxc0Zz13R7OPDzczRepd8o1FkNXxtw/D3E8lDVLCCGEOABXAQ8ibyGydSzM+Wxqb9wpq8Wl2+W4V92ATm1dMX9IZ7R1E2DJrxf1nkPkI6QFOQ6KfuuEEEKIg4gJ88WPydlaSwddL6jExJ7+mBHdEUI+F2W1jfj31j0s/vUCLuWV6zw2l8MgJtTXEpdNbACt8iaEEEIcRHphJUavP2qx4ycsHkadchwU5VASQgghDiLEzx1Du7Y1e7ccLofB0K5tKZh0YBRQEkIIIQ5kVVwkeGYOKHkcBqviIs16TGJbKKAkhBBCHEiQtxArYsPNesyVseEI8haa9ZjEtlBASQghhDiYaVEiLBkTauJRZEswXh8ThqlRItMvitg0WpRDCCGEOKj4lBy8uycVYimrdeW3JqxEDD6Pi/fjelIwSQDQCCUhhBDisKZFiZCweDgGdfYBAL2LdVipBABQl3MJ/9eXoWCSKNAIJSGEEEKQXliJ7ck5SLxRhJySGigHBwwAZ3EVCi8cRuX5PyEuycP8+fPx1VdfgTGmLyOxWxRQEkIIIURFdb0Yt0qq0SCWgs/joJOPK1wFPCxduhRr1qxR7BcXF4etW7eCKxBq3J84DgooCSGEEGKQI0eOICYmBgDg5BME94cmwD0sGnBrp7IfA0DkLURMmC9mRIsQ4kf1Ke0dBZSEEEIIMUhCQgLGT5kJ73EL4RL8EFipBAyHq3V/LoeBRMpiaNe2WBUXSaWF7BgFlIQQQggxyP999yd+SK0Dw+GC4Ro+pc3lMOBxGKyIDcc0Wshjl2iVNyGEEEL02piYjm03WDA8vlHBJABIpCzqxVIs3XUZGxPTLXSFpDVRQEkIIYQQneJTcrD24A0AMHlV99qDN7AjJcccl0WsCAWUhBBCCNEqt7QG7+5JNesx39mTitzSGrMek7QuyqEkhBBCiFaztiTj5M0SnZ10+nX0wsKYrnhI5AUBj4P88jrsOp+Hzw9naNyfy2EwqLMPfpwbbanLJi2MikQRQgghRKP0wkocyyjWuU9srwCse7I39l++g1d/uYCaBglE3kL4eQi0vkciZXEsoxgZRZXo6kslhewBBZSEEEII0Wh7co6i9I8mfh4CfBgXiZ/O5ODtP64otp+6WaL32FwOg22nc7A8Ntxs10taD+VQEkIIIUSjxLQinVPd06JEcBXwsDkp0+hjS6QsEm8UmXJ5xIrQCCUhhBBC1FTVi5GjZ+FM/07euFfTgC7tXPH1rL4I9XNHWW0jDqQW4MO/rqOqXqzz/TklNaiuF1ObRjtAI5SEEEIIUZNdUg19q3bbezjDxYmLTU89hH2X8jFzSzL+d/QmHusTiO9mR+k9BwvgVkm1Wa6XtC76SkAIIYQQNQ1iqd59GA7g7MTFZ/+k48v7096ns0rRKJHi3UnhGNzFBycydedTGnIeYv1ohJIQQgghavg8/SFCWU0jAODojbsq24/c//+IDm3Mch5i/ei3SAghhBA1nXxcoa8nzvX8Co3b5e/TsZ5HsV8nH1djL41YIQooCSGEEKLGVcCDyFuoc5+/UgsAAMPD2qlsjwnzBQCcz7mn8/0iHyEtyLET9FskhBBCiEYxYb74MTlba+mgY+nFOHS1EC8/HAIOw+B8zj30DPTEyyNDkHCtEP9maw8ouRwGMaG+lrp00sKo9SIhhBBCNEovrMTo9Ud17iPgcfDKyBDE9u4AX3cBCivq8MeFO/jsn3Q0SHQvuElYPIw65dgJCigJIYQQopUhvbyNRb287Q/lUBJCCCFEq1VxkeBx9C3PMQ6Pw2BVXKRZj0laFwWUhBBCCNEqyFuIFWbut70yNhxBehb8ENtCASUhhBBCdJoWJcKSMaFmOdbrY8IwNUpklmMR60E5lIQQQggxSHxKDt7dkwqxlDUqp5LLYcDjMFgZG07BpJ2igJIQQgghBsstrcGy3ZdxLKMYXA6jM7CUvz60a1usioukaW47RgElIYQQQoyWXliJ7ck5SLxRhJySGigHEwxkRctjQn0xc4CISgM5AAooCSGEEGKS6noxbpVUo0EsBZ/HQScfV+qA42AooCSEEEIIISahVd6EEEIIIcQkFFASQgghhBCTUEBJCCGEEEJMQgElIYQQQggxCQWUhBBCCCHEJBRQEkIIIYQQk1BASQghhBBCTEIBJSGEEEIIMQkFlIQQQgghxCQUUBJCCCGEEJNQQEkIIYQQQkxCASUhhBBCCDEJBZSEEEIIIcQkFFASQgghhBCTUEBJCCGEEEJMQgElIYQQQggxCQWUhBBCCCHEJBRQEkIIIYQQk1BASQghhBBCTEIBJSGEEEIIMQkFlIQQQgghxCQUUBJCCCGEEJNQQEkIIYQQQkxCASUhhBBCCDEJBZSEEEIIIcQkFFASQgghhBCTUEBJCCGEEEJMQgElIYQQQggxCQWUhBBCCCHEJBRQEkIIIYQQk1BASQghhBBCTEIBJSGEEEIIMQkFlIQQQgghxCQUUBJCCCGEEJNQQEkIIYQQQkxCASUhhBBCCDEJBZSEEEIIIcQk/w/SM4adLXV0RQAAAABJRU5ErkJggg==", + "image/png": 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", "text/plain": [ "
" ] @@ -1302,7 +1305,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 33, "id": "b5e7c89c1c9f8879", "metadata": { "ExecuteTime": { @@ -1316,15 +1319,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", - "DECLARE ro BIT[2]\n", "PRAGMA INITIAL_REWIRING \"NAIVE\"\n", - "RESET\n", - "RX(pi) 0\n", - "RX(pi) 0\n", - "CZ 0 1\n", - "MEASURE 1 ro[1]\n", - "MEASURE 0 ro[0]\n" + "DECLARE ro BIT[2]\n", + "PRAGMA PRESERVE_BLOCK\n", + "RX(3.141592653589793) 0\n", + "RX(3.141592653589793) 0\n", + "ISWAP 0 1\n", + "PRAGMA END_PRESERVE_BLOCK\n", + "MEASURE 0 ro[0]\n", + "MEASURE 1 ro[1]\n" ] } ], @@ -1355,7 +1358,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 34, "id": "b17d21060cda7fa7", "metadata": { "ExecuteTime": { @@ -1393,7 +1396,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 35, "id": "6e3b521b7356b4bd", "metadata": { "ExecuteTime": { @@ -1427,7 +1430,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 36, "id": "a42b0ebc71b59136", "metadata": { "ExecuteTime": { @@ -1462,7 +1465,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 37, "id": "45277f89209faec7", "metadata": { "ExecuteTime": { @@ -1505,7 +1508,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 38, "id": "f3c438da3a351153", "metadata": { "ExecuteTime": { @@ -1520,13 +1523,14 @@ "output_type": "stream", "text": [ "bell_with_result_type:\n", - "T : |0|1| Result Types |\n", - " \n", - "q0 : -H-C-Expectation(X@Z)-\n", - " | | \n", - "q1 : ---X-Expectation(X@Z)-\n", - "\n", - "T : |0|1| Result Types |\n", + "T : │ 0 │ 1 │ Result Types │\n", + " ┌───┐ ┌──────────────────┐ \n", + "q0 : ─┤ H ├───●───┤ Expectation(X@Z) ├─\n", + " └───┘ │ └────────┬─────────┘ \n", + " ┌─┴─┐ ┌────────┴─────────┐ \n", + "q1 : ───────┤ X ├─┤ Expectation(X@Z) ├─\n", + " └───┘ └──────────────────┘ \n", + "T : │ 0 │ 1 │ Result Types │\n", "\n", "Additional result types: Amplitude(00,11)\n" ] @@ -1551,7 +1555,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 39, "id": "5acb72003cd0a0f5", "metadata": { "ExecuteTime": { @@ -1595,7 +1599,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 40, "id": "c82bee530da348f6", "metadata": { "ExecuteTime": { @@ -1615,10 +1619,10 @@ { "data": { "text/plain": [ - "Counter({'000000': 480, '111111': 520})" + "Counter({'000000': 505, '111111': 495})" ] }, - "execution_count": 36, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } @@ -1640,7 +1644,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 41, "id": "b0886dfc74978bfa", "metadata": { "ExecuteTime": { @@ -1661,22 +1665,27 @@ "name": "stdout", "output_type": "stream", "text": [ - "T : |0|1|2|3|4|5|\n", - " \n", - "q0 : -H-C---------\n", - " | \n", - "q1 : ---X-C-------\n", - " | \n", - "q2 : -----X-C-----\n", - " | \n", - "q3 : -------X-C---\n", - " | \n", - "q4 : ---------X-C-\n", - " | \n", - "q5 : -----------X-\n", - "\n", - "T : |0|1|2|3|4|5|\n", - "Counter({'000000': 503, '111111': 497})\n" + "T : │ 0 │ 1 │ 2 │ 3 │ 4 │ 5 │ 6 │\n", + " ┌───┐ ┌───┐ \n", + "q0 : ─┤ H ├───●───────────────────────────┤ M ├─\n", + " └───┘ │ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q1 : ───────┤ X ├───●─────────────────────┤ M ├─\n", + " └───┘ │ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q2 : ─────────────┤ X ├───●───────────────┤ M ├─\n", + " └───┘ │ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q3 : ───────────────────┤ X ├───●─────────┤ M ├─\n", + " └───┘ │ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q4 : ─────────────────────────┤ X ├───●───┤ M ├─\n", + " └───┘ │ └───┘ \n", + " ┌─┴─┐ ┌───┐ \n", + "q5 : ───────────────────────────────┤ X ├─┤ M ├─\n", + " └───┘ └───┘ \n", + "T : │ 0 │ 1 │ 2 │ 3 │ 4 │ 5 │ 6 │\n", + "Counter({'000000': 500, '111111': 500})\n" ] } ], @@ -1708,7 +1717,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 42, "id": "3f5bc3dfad520f14", "metadata": { "ExecuteTime": { @@ -1722,9 +1731,9 @@ "output_type": "stream", "text": [ "Quantum Task Summary\n", - "{'arn:aws:braket:::device/quantum-simulator/amazon/sv1': {'shots': 120, 'tasks': {'CREATED': 1, 'COMPLETED': 3}, 'execution_duration': datetime.timedelta(microseconds=20000), 'billed_execution_duration': datetime.timedelta(seconds=9)}, 'arn:aws:braket:::device/quantum-simulator/amazon/dm1': {'shots': 30, 'tasks': {'COMPLETED': 3}, 'execution_duration': datetime.timedelta(microseconds=12000), 'billed_execution_duration': datetime.timedelta(seconds=9)}}\n", + "{<_Amazon.SV1: 'arn:aws:braket:::device/quantum-simulator/amazon/sv1'>: {'shots': 1120, 'tasks': {'CREATED': 1, 'COMPLETED': 4}, 'execution_duration': datetime.timedelta(microseconds=104000), 'billed_execution_duration': datetime.timedelta(seconds=12)}, <_Amazon.DM1: 'arn:aws:braket:::device/quantum-simulator/amazon/dm1'>: {'shots': 30, 'tasks': {'COMPLETED': 3}, 'execution_duration': datetime.timedelta(microseconds=39000), 'billed_execution_duration': datetime.timedelta(seconds=9)}, <_Rigetti.Ankaa2: 'arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2'>: {'shots': 20, 'tasks': {'COMPLETED': 2}}}\n", "Note: Charges shown are estimates based on your Amazon Braket simulator and quantum processing unit (QPU) task usage. Estimated charges shown may differ from your actual charges. Estimated charges do not factor in any discounts or credits, and you may experience additional charges based on your use of other services such as Amazon Elastic Compute Cloud (Amazon EC2).\n", - "Estimated cost to run this example: 0.02 USD\n" + "Estimated cost to run this example: 0.64 USD\n" ] } ], @@ -1757,4 +1766,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} diff --git a/examples/braket_features/Noise_models/Noise_models_on_Rigetti.ipynb b/examples/braket_features/Noise_models/Noise_models_on_Rigetti.ipynb index acc278443..cb0ca136a 100644 --- a/examples/braket_features/Noise_models/Noise_models_on_Rigetti.ipynb +++ b/examples/braket_features/Noise_models/Noise_models_on_Rigetti.ipynb @@ -30,7 +30,7 @@ "import numpy as np\n", "import pandas as pd\n", "from braket.aws import AwsDevice\n", - "from braket.circuits import Circuit, Gate\n", + "from braket.circuits import Circuit, Gate, Observable\n", "from braket.circuits.noise_model import GateCriteria, NoiseModel, ObservableCriteria\n", "from braket.circuits.noises import AmplitudeDamping, BitFlip, Depolarizing, PhaseDamping, TwoQubitDepolarizing\n", "from braket.devices import Devices, LocalSimulator" @@ -46,7 +46,7 @@ "In this tutorial, we focus on local noise models with no crosstalk interactions. Real devices can have crosstalk and unexpected effects that can further degrade the results.\n", "\n", "The Ankaa 2 calibration data is available on the Braket devices page. Under qubit specs, the calibration data include the qubit index, with corresponding values for the $T_1$, $T_2$, fidelity from randomized benchmarking (fRB), fidelity from simultaneous randomized benchmarking (fsRB), readout fidelity (fRO), and active reset fidelity.\n", - "Under \"edge specs\", the data includes the RB fidelity for C-Phase, XY, and CZ gates for each connected edge in the device topology." + "Under \"edge specs\", the data includes the RB fidelity for two qubit gates for each connected edge in the device topology." ] }, { @@ -95,10 +95,8 @@ "metadata": {}, "outputs": [], "source": [ - "rigetti_specs = rigetti.properties.dict()[\"provider\"][\"specs\"]\n", - "\n", - "one_qubit_data = rigetti_specs[\"1Q\"]\n", - "two_qubit_data = rigetti_specs[\"2Q\"]" + "one_qubit_data = rigetti.properties.standardized.oneQubitProperties\n", + "two_qubit_data = rigetti.properties.standardized.twoQubitProperties" ] }, { @@ -106,11 +104,9 @@ "id": "661cca17-01fa-40be-bd3e-741bacc74ce4", "metadata": {}, "source": [ - "The keys of the \"1Q\" dictionary is the qubit number. \n", - "For Ankaa 2, there are 79 qubits indexed by the first digit representing the octagon (0 to 4, and 10 to 14)\n", - "and the second representing the qubit in that octagon (0 to 7). We can get all qubit indices with `one_qubit_data.keys()` or with `rigetti.topology_graph.nodes`.\n", + "For Ankaa 2,We can get all qubit indices with `one_qubit_data.keys()` or with `rigetti.topology_graph.nodes`.\n", "\n", - "The keys of the \"2Q\" dictionary are the connected qubit pairs separated by a hyphen. \n", + "The keys of the two qubit dictionary are the connected qubit pairs separated by a hyphen. \n", "For example, if qubit 0 and 1 are connected the key is \"0-1\".\n", "\n", "\n", @@ -128,13 +124,7 @@ { "data": { "text/plain": [ - "{'fRO': 0.938,\n", - " 'f1QRB': 0.9989513243443735,\n", - " 'f1QRB_std_err': 3.143256529775241e-05,\n", - " 'f1Q_simultaneous_RB': 0.9980020320287597,\n", - " 'f1Q_simultaneous_RB_std_err': 6.0290055170609306e-05,\n", - " 'T1': 9.640008015307057e-06,\n", - " 'T2': 1.5283124633776463e-05}" + "OneQubitProperties(T1=CoherenceTime(value=9.188738589920766e-06, standardError=None, unit='S'), T2=CoherenceTime(value=1.5115358086466058e-05, standardError=None, unit='S'), oneQubitFidelity=[Fidelity1Q(fidelityType=FidelityType(name='RANDOMIZED_BENCHMARKING', description=None), fidelity=0.9989751997430271, standardError=2.0679831486331732e-05), Fidelity1Q(fidelityType=FidelityType(name='SIMULTANEOUS_RANDOMIZED_BENCHMARKING', description=None), fidelity=0.9977906923503519, standardError=5.022804153387717e-05), Fidelity1Q(fidelityType=FidelityType(name='READOUT', description=None), fidelity=0.942, standardError=None)])" ] }, "execution_count": 4, @@ -177,32 +167,7 @@ "- depolarizing noise with probability $p=1-f_{sRB}$ (from simultaneous RB fidelity) for every gate\n", "- readout bit flip noise with probability $p=1-f_{RO}$ to measurements \n", "\n", - "Technically, the sRB fidelity already includes effects from $T_1$/$T_2$, however to be explicit we add these as separate terms. In a sense, this model might overestimate the noise on the QPU. \n", - "\n", - "For the dampening noises, we first need the gate times to model $T_1$ and $T_2$ errors.\n", - "From the Braket Ankaa 2 device page: \"These gates offer fast (40ns and 180ns) 1Q and 2Q gate times.\"" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "cd27adfb-f7d6-4583-b854-794e38152c90", - "metadata": {}, - "outputs": [], - "source": [ - "# median 1q and 2q gate times\n", - "gate_time_1_qubit = 40e-9\n", - "gate_time_2_qubit = 240e-09" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "cd7f87ac", - "metadata": {}, - "outputs": [], - "source": [ - "x = rigetti.properties.standardized.twoQubitProperties" + "Technically, the sRB fidelity already includes effects from $T_1$/$T_2$, however to be explicit we add these as separate terms. In a sense, this model might overestimate the noise on the QPU. " ] }, { @@ -215,189 +180,40 @@ }, { "cell_type": "code", - "execution_count": 46, - "id": "c01c05ff", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "type(rigetti.properties.standardized.oneQubitProperties)" - ] - }, - { - "cell_type": "code", - "execution_count": 44, + "execution_count": 5, "id": "7442cd27", "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "not enough values to unpack (expected 2, got 1)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[44], line 4\u001b[0m\n\u001b[1;32m 1\u001b[0m noise_model \u001b[38;5;241m=\u001b[39m NoiseModel()\n\u001b[1;32m 3\u001b[0m \u001b[38;5;66;03m# Readout Noise Model\u001b[39;00m\n\u001b[0;32m----> 4\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m q, data \u001b[38;5;129;01min\u001b[39;00m rigetti\u001b[38;5;241m.\u001b[39mproperties\u001b[38;5;241m.\u001b[39mstandardized\u001b[38;5;241m.\u001b[39moneQubitProperties:\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28mprint\u001b[39m(q)\n\u001b[1;32m 6\u001b[0m \u001b[38;5;66;03m# readout_value = 1 - data.oneQubitFidelity[2] # readout\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;66;03m# noise_model.add_noise(\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;66;03m# BitFlip(readout_value), ObservableCriteria(Observable.Z, qubits=int(q))\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[38;5;66;03m# Depolarizing(probability=depolarizing_rate), GateCriteria(qubits=q)\u001b[39;00m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;66;03m# )\u001b[39;00m\n", - "\u001b[0;31mValueError\u001b[0m: not enough values to unpack (expected 2, got 1)" - ] - } - ], + "outputs": [], "source": [ "noise_model = NoiseModel()\n", "\n", "# Readout Noise Model\n", - "for q, data in rigetti.properties.standardized.oneQubitProperties:\n", - " print(q)\n", - " # readout_value = 1 - data.oneQubitFidelity[2] # readout\n", - " # noise_model.add_noise(\n", - " # BitFlip(readout_value), ObservableCriteria(Observable.Z, qubits=int(q))\n", - " # )\n", - " # depolarizing_rate = 1 - data.oneQubitFidelity[1] # SIMULTANEOUS_RANDOMIZED_BENCHMARKING\n", - " # noise_model.add_noise(\n", - " # Depolarizing(probability=depolarizing_rate), GateCriteria(qubits=q)\n", - " # )" + "for q, data in rigetti.properties.standardized.oneQubitProperties.items():\n", + " try:\n", + " readout_error = 1 - data.oneQubitFidelity[2].fidelity # readout\n", + " noise_model.add_noise(BitFlip(readout_error), ObservableCriteria(qubits=int(q)))\n", + " \n", + " depolarizing_rate = 1 - data.oneQubitFidelity[1].fidelity # SIMULTANEOUS_RANDOMIZED_BENCHMARKING\n", + " noise_model.add_noise(Depolarizing(probability=depolarizing_rate), GateCriteria(qubits=q))\n", + " except:\n", + " pass" ] }, { "cell_type": "code", - "execution_count": 10, - "id": "508070bc-b1d2-4737-a2fc-d7711e419996", + "execution_count": 6, + "id": "9d20d24c-17e2-4bba-b317-fb2d156bedb0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0\n", - "1\n", - "2\n", - "3\n", - "4\n", - "5\n", - "6\n", - "7\n", - "8\n", - "9\n", - "10\n", - "11\n", - "12\n", - "13\n", - 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"\u001b[0;31mKeyError\u001b[0m: 'T2'" + "Number of terms in noise model is: 167\n", + "Number of parameters in noise model is: 167\n" ] } ], - "source": [ - "noise_model = NoiseModel()\n", - "\n", - "# Single-qubit noise\n", - "for q, data in one_qubit_data.items(): # iterate over qubits\n", - "\n", - " # T1 dampening\n", - " t1 = data[\"T1\"]\n", - " damping_prob = 1 - np.exp(-(gate_time_1_qubit / t1))\n", - " noise_model.add_noise(AmplitudeDamping(damping_prob), GateCriteria(qubits=int(q)))\n", - "\n", - " # T2 phase flip\n", - " t2 = data[\"T2\"]\n", - " dephasing_prob = 0.5 * (1 - np.exp(-(gate_time_1_qubit / t2)))\n", - " noise_model.add_noise(PhaseDamping(dephasing_prob), GateCriteria(qubits=int(q)))\n", - "\n", - " # 1q RB depolarizing rate from simultaneous RB\n", - " depolar_rate = 1 - data[\"f1Q_simultaneous_RB\"]\n", - " noise_model.add_noise(Depolarizing(depolar_rate), GateCriteria(qubits=int(q)))\n", - "\n", - " # 1q RB readout\n", - " readout_value = 1 - data[\"fRO\"]\n", - " noise_model.add_noise(BitFlip(readout_value), ObservableCriteria(qubits=int(q)))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9d20d24c-17e2-4bba-b317-fb2d156bedb0", - "metadata": {}, - "outputs": [], "source": [ "num_params = sum(len(item.noise.parameters) for item in noise_model.instructions)\n", "print(f\"Number of terms in noise model is: {len(noise_model.instructions)}\")\n", @@ -417,10 +233,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "626cbe56-3649-48eb-a2a1-f669eb790b47", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "'ISWAP'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "two_qubit_data[\"0-1\"]" ] @@ -447,35 +274,34 @@ "\n", " # parse strings \"0-1\" to integers [0, 1]\n", " q0, q1 = (int(s) for s in pair.split(\"-\"))\n", - "\n", - " if \"fCPHASE\" in data:\n", - " phase_rate = 1 - data[\"fCPHASE\"]\n", - " noise_model.add_noise(\n", - " TwoQubitDepolarizing(phase_rate),\n", - " GateCriteria(\n", - " Gate.CPhaseShift, [(q0, q1), (q1, q0)]\n", - " ), # symmetric connections\n", - " )\n", - "\n", - " if \"fXY\" in data:\n", - " xy_rate = 1 - data[\"fXY\"]\n", - " noise_model.add_noise(\n", - " TwoQubitDepolarizing(xy_rate), GateCriteria(Gate.XY, [(q0, q1), (q1, q0)])\n", - " )\n", - "\n", - " if \"fCZ\" in data:\n", - " cz_rate = 1 - data[\"fCZ\"]\n", - " noise_model.add_noise(\n", - " TwoQubitDepolarizing(cz_rate), GateCriteria(Gate.CZ, [(q0, q1), (q1, q0)])\n", - " )" + " try:\n", + " if data.twoQubitGateFidelity[0].gateName == \"ISWAP\":\n", + " phase_rate = 1 - data.twoQubitGateFidelity[0].fidelity\n", + " noise_model.add_noise(\n", + " TwoQubitDepolarizing(phase_rate),\n", + " GateCriteria(\n", + " Gate.ISwap, [(q0, q1), (q1, q0)]\n", + " ), # symmetric connections\n", + " )\n", + " except:\n", + " pass" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "82376d08-84bc-4249-9c8d-d7aacdb73113", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of terms in noise model is: 274\n", + "Number of parameters in noise model is: 274\n" + ] + } + ], "source": [ "num_params = sum(len(item.noise.parameters) for item in noise_model.instructions)\n", "print(f\"Number of terms in noise model is: {len(noise_model.instructions)}\")\n", @@ -494,23 +320,59 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "6fabbd05-b480-43c6-b43a-d396d81bd687", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "T : │ 0 │ 1 │ 2 │\n", + " ┌──────────┐ ┌──────────┐ ┌───────┐ \n", + "q0 : ─┤ Rx(0.50) ├─┤ Rx(3.14) ├─┤ ISWAP ├─\n", + " └──────────┘ └──────────┘ └───┬───┘ \n", + " ┌──────────┐ ┌──────────┐ ┌───┴───┐ \n", + "q1 : ─┤ Rz(0.50) ├─┤ Rx(3.14) ├─┤ ISWAP ├─\n", + " └──────────┘ └──────────┘ └───────┘ \n", + " ┌──────────┐ ┌──────────┐ \n", + "q2 : ─┤ Rz(0.50) ├─┤ Rx(3.14) ├───────────\n", + " └──────────┘ └──────────┘ \n", + "T : │ 0 │ 1 │ 2 │\n" + ] + } + ], "source": [ "np.random.seed(42)\n", "\n", - "circ = Circuit().rx(0, 0.5).rz(1, 0.5).rz(2, 0.5).rx(0, np.pi).rx(1, np.pi).rx(2, np.pi).cz(0, 1)\n", + "circ = Circuit().rx(0, 0.5).rz(1, 0.5).rz(2, 0.5).rx(0, np.pi).rx(1, np.pi).rx(2, np.pi).iswap(0, 1)\n", "print(circ)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "e2af07ed-33de-4709-9e7c-5e3c3caaa751", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "T : │ 0 │ 1 │ 2 │\n", + " ┌──────────┐ ┌──────────┐ ┌───────┐ ┌─────────────┐ \n", + "q0 : ─┤ Rx(0.50) ├─┤ Rx(3.14) ├─┤ ISWAP ├─┤ DEPO(0.021) ├─\n", + " └──────────┘ └──────────┘ └───┬───┘ └──────┬──────┘ \n", + " ┌──────────┐ ┌──────────┐ ┌───┴───┐ ┌──────┴──────┐ \n", + "q1 : ─┤ Rz(0.50) ├─┤ Rx(3.14) ├─┤ ISWAP ├─┤ DEPO(0.021) ├─\n", + " └──────────┘ └──────────┘ └───────┘ └─────────────┘ \n", + " ┌──────────┐ ┌──────────┐ \n", + "q2 : ─┤ Rz(0.50) ├─┤ Rx(3.14) ├───────────────────────────\n", + " └──────────┘ └──────────┘ \n", + "T : │ 0 │ 1 │ 2 │\n" + ] + } + ], "source": [ "noisy_circ = noise_model.apply(circ)\n", "\n", @@ -525,7 +387,7 @@ "outputs": [], "source": [ "simulator = LocalSimulator() # noise free simulator\n", - "task = simulator.run(circ, shots=100_000)\n", + "task = simulator.run(circ, shots=10_000)\n", "free_probs = task.result().measurement_probabilities" ] }, @@ -537,7 +399,7 @@ "outputs": [], "source": [ "noisy_simulator = LocalSimulator(\"braket_dm\")\n", - "noisy_task = noisy_simulator.run(noisy_circ, shots=100_000)\n", + "noisy_task = noisy_simulator.run(noisy_circ, shots=10_000)\n", "noisy_probs = noisy_task.result().measurement_probabilities" ] }, @@ -562,17 +424,113 @@ "metadata": {}, "outputs": [], "source": [ - "rigetti_task = rigetti.run(circ, shots=100_000, disable_qubit_rewiring=True)\n", + "rigetti_task = rigetti.run(circ, shots=10_000, disable_qubit_rewiring=True)\n", "rigetti_result = rigetti_task.result()\n", "rigetti_probs = rigetti_result.measurement_probabilities" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "1676a45c-5ef8-49cc-b227-69f69fa2004a", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Ankaa-2noisy_simfree_sim
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\n", + "
" + ], + "text/plain": [ + " Ankaa-2 noisy_sim free_sim\n", + "110 0.1685 NaN NaN\n", + "111 0.4350 0.9236 0.9384\n", + "011 0.1301 0.0061 NaN\n", + "101 0.1235 0.0655 0.0616\n", + "100 0.0397 NaN NaN\n", + "010 0.0258 NaN NaN\n", + "001 0.0644 0.0048 NaN\n", + "000 0.0130 NaN NaN" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "free_sim = pd.DataFrame.from_dict(free_probs, orient=\"index\").rename(\n", " columns={0: \"free_sim\"}\n", @@ -581,7 +539,7 @@ " columns={0: \"noisy_sim\"}\n", ")\n", "Ankaam = pd.DataFrame.from_dict(rigetti_probs, orient=\"index\").rename(\n", - " columns={0: \"Ankaa-m\"}\n", + " columns={0: \"Ankaa-2\"}\n", ")\n", "df = Ankaam.join(noisy_sim).join(free_sim)\n", "df" @@ -597,20 +555,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "5b7d1740-cb46-433e-8c2b-7e8b7c10fb4e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Total fidelity between Ankaa-2 and noise-free simulator is 0.7261300011136154\n", + "\n", + "Total fidelity between Ankaa-2 and noisy simulator is 0.7695432912135505\n" + ] + } + ], "source": [ "def fidelity(p, q):\n", " return np.sum(np.sqrt(p * q))\n", "\n", "\n", - "f_free_Ankaa = fidelity(df[\"free_sim\"], df[\"Ankaa-m\"])\n", - "f_noisy_Ankaa = fidelity(df[\"noisy_sim\"], df[\"Ankaa-m\"])\n", + "f_free_Ankaa = fidelity(df[\"free_sim\"], df[\"Ankaa-2\"])\n", + "f_noisy_Ankaa = fidelity(df[\"noisy_sim\"], df[\"Ankaa-2\"])\n", "\n", - "print(f\"\\nTotal fidelity between Ankaa-M and noise-free simulator is {f_free_Ankaa}\")\n", - "print(f\"\\nTotal fidelity between Ankaa-M and noisy simulator is {f_noisy_Ankaa}\")" + "print(f\"\\nTotal fidelity between Ankaa-2 and noise-free simulator is {f_free_Ankaa}\")\n", + "print(f\"\\nTotal fidelity between Ankaa-2 and noisy simulator is {f_noisy_Ankaa}\")" ] }, { @@ -623,17 +592,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "9329ed72-2f30-4383-b48f-0d50e1a5dd11", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline\n", "\n", "df.plot.bar(\n", - " title=\"Comparing noise-free simulator, noisy simulator, and Ankaa-M\",\n", + " title=\"Comparing noise-free simulator, noisy simulator, and Ankaa-2\",\n", " figsize=(12, 6),\n", ")\n", "\n", @@ -666,23 +646,11 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "id": "eac8479f-4b29-42d8-a15a-ba10aae82d3f", "metadata": {}, "outputs": [], "source": [ - "avg_t1 = np.mean(\n", - " [\n", - " n.noise.parameters\n", - " for n in noise_model.from_filter(noise=AmplitudeDamping).instructions\n", - " ]\n", - ")\n", - "avg_t2 = np.mean(\n", - " [\n", - " n.noise.parameters\n", - " for n in noise_model.from_filter(noise=PhaseDamping).instructions\n", - " ]\n", - ")\n", "avg_depo = np.mean(\n", " [\n", " n.noise.parameters\n", @@ -704,14 +672,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "e49eb24c-5f24-4084-9d4c-c2e7e82fc259", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Gate Noise:\n", + " Depolarizing(0.009956139023061195), GateCriteria(None, None)\n", + "Readout Noise:\n", + " BitFlip(0.06961904761904762), ObservableCriteria(None, None)\n" + ] + } + ], "source": [ "simple_noise_model = NoiseModel()\n", - "simple_noise_model.add_noise(AmplitudeDamping(avg_t1), GateCriteria())\n", - "simple_noise_model.add_noise(PhaseDamping(avg_t2), GateCriteria())\n", "simple_noise_model.add_noise(Depolarizing(avg_depo), GateCriteria())\n", "simple_noise_model.add_noise(BitFlip(avg_readout), ObservableCriteria())\n", "\n", @@ -728,10 +705,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "c83e96f6-54b0-445b-bcdd-8a7a16691b62", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "T : │ 0 │ 1 │ 2 │\n", + " ┌──────────┐ ┌────────────┐ ┌──────────┐ ┌────────────┐ ┌───────┐ ┌────────────┐ \n", + "q0 : ─┤ Rx(0.50) ├─┤ DEPO(0.01) ├─┤ Rx(3.14) ├─┤ DEPO(0.01) ├─┤ ISWAP ├─┤ DEPO(0.01) ├─\n", + " └──────────┘ └────────────┘ └──────────┘ └────────────┘ └───┬───┘ └────────────┘ \n", + " ┌──────────┐ ┌────────────┐ ┌──────────┐ ┌────────────┐ ┌───┴───┐ ┌────────────┐ \n", + "q1 : ─┤ Rz(0.50) ├─┤ DEPO(0.01) ├─┤ Rx(3.14) ├─┤ DEPO(0.01) ├─┤ ISWAP ├─┤ DEPO(0.01) ├─\n", + " └──────────┘ └────────────┘ └──────────┘ └────────────┘ └───────┘ └────────────┘ \n", + " ┌──────────┐ ┌────────────┐ ┌──────────┐ ┌────────────┐ \n", + "q2 : ─┤ Rz(0.50) ├─┤ DEPO(0.01) ├─┤ Rx(3.14) ├─┤ DEPO(0.01) ├──────────────────────────\n", + " └──────────┘ └────────────┘ └──────────┘ └────────────┘ \n", + "T : │ 0 │ 1 │ 2 │\n" + ] + } + ], "source": [ "simple_noisy_circ = simple_noise_model.apply(circ)\n", "print(simple_noisy_circ)" @@ -747,7 +742,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "id": "a1bb19e8-6824-4a50-b9fb-ae06c14359b6", "metadata": {}, "outputs": [], @@ -766,10 +761,115 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "b4d27a95-612d-4dea-9f6a-98d4525b0a70", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Ankaa-2noisy_simfree_simsimple_noisy_sim
1100.1685NaNNaN0.01208
1110.43500.92360.93840.89102
0110.13010.0061NaN0.01770
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\n", + "
" + ], + "text/plain": [ + " Ankaa-2 noisy_sim free_sim simple_noisy_sim\n", + "110 0.1685 NaN NaN 0.01208\n", + "111 0.4350 0.9236 0.9384 0.89102\n", + "011 0.1301 0.0061 NaN 0.01770\n", + "101 0.1235 0.0655 0.0616 0.07633\n", + "100 0.0397 NaN NaN 0.00113\n", + "010 0.0258 NaN NaN 0.00020\n", + "001 0.0644 0.0048 NaN 0.00151\n", + "000 0.0130 NaN NaN 0.00003" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "simple_noisy_sim = pd.DataFrame.from_dict(simple_noisy_probs, orient=\"index\").rename(\n", " columns={0: \"simple_noisy_sim\"}\n", @@ -788,26 +888,50 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "d7710e0b-29ac-4968-aa00-e23cb8b32269", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Total fidelity between Ankaa-2 and full noise model is: 0.7695432912135505\n", + "\n", + "Total fidelity between Ankaa-2 and simple noise model is: 0.8322203303031851\n", + "\n", + "Total fidelity between Ankaa-2 and noise-free is: 0.7261300011136154\n" + ] + } + ], "source": [ - "f_simple = fidelity(df[\"simple_noisy_sim\"], df[\"Ankaa-m\"])\n", + "f_simple = fidelity(df[\"simple_noisy_sim\"], df[\"Ankaa-2\"])\n", "\n", - "print(f\"\\nTotal fidelity between Ankaa-M and full noise model is: {f_noisy_Ankaa}\")\n", - "print(f\"\\nTotal fidelity between Ankaa-M and simple noise model is: {f_simple}\")\n", - "print(f\"\\nTotal fidelity between Ankaa-M and noise-free is: {f_free_Ankaa}\")" + "print(f\"\\nTotal fidelity between Ankaa-2 and full noise model is: {f_noisy_Ankaa}\")\n", + "print(f\"\\nTotal fidelity between Ankaa-2 and simple noise model is: {f_simple}\")\n", + "print(f\"\\nTotal fidelity between Ankaa-2 and noise-free is: {f_free_Ankaa}\")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "e36e19d0-664a-4cb4-a2e3-0061cd60a6c1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "df.plot.bar(title=\"Comparing simulators and Ankaa-M\", figsize=(12, 6))\n", + "df.plot.bar(title=\"Comparing simulators and Ankaa-2\", figsize=(12, 6))\n", "text = f\"f_free = {f_free_Ankaa:.3f} \\nf_simple_noise_model = {f_simple:.3f} \\nf_noise_model = {f_noisy_Ankaa:.3f}\"\n", "plt.text(1, 0.5, text, fontsize=14)\n", "plt.show()" diff --git a/examples/braket_features/Verbatim_Compilation.ipynb b/examples/braket_features/Verbatim_Compilation.ipynb index 50e1833e2..7d6873450 100644 --- a/examples/braket_features/Verbatim_Compilation.ipynb +++ b/examples/braket_features/Verbatim_Compilation.ipynb @@ -129,7 +129,7 @@ "q1 : ───────┤ X ├─\n", " └───┘ \n", "T : │ 0 │ 1 │\n", - "Counter({'11': 475, '00': 450, '10': 56, '01': 19})\n" + "Counter({'00': 482, '11': 423, '10': 54, '01': 41})\n" ] } ], @@ -159,18 +159,18 @@ "PRAGMA INITIAL_REWIRING \"NAIVE\"\n", "DECLARE ro BIT[2]\n", "PRAGMA PRESERVE_BLOCK\n", - "RX(1.5707963267948966) 5\n", - "RZ(3.141592653589793) 5\n", - "ISWAP 5 6\n", - "RZ(1.5707963267948966) 5\n", - "RX(1.5707963267948966) 5\n", - "RZ(4.71238898038469) 5\n", - "ISWAP 5 6\n", - "RZ(3.141592653589793) 6\n", - "RX(1.5707963267948966) 6\n", + "RX(1.5707963267948966) 76\n", + "RZ(3.141592653589793) 76\n", + "ISWAP 76 75\n", + "RZ(1.5707963267948966) 76\n", + "RX(1.5707963267948966) 76\n", + "RZ(4.71238898038469) 76\n", + "ISWAP 76 75\n", + "RZ(3.141592653589793) 75\n", + "RX(1.5707963267948966) 75\n", "PRAGMA END_PRESERVE_BLOCK\n", - "MEASURE 5 ro[0]\n", - "MEASURE 6 ro[1]\n" + "MEASURE 76 ro[0]\n", + "MEASURE 75 ro[1]\n" ] } ], @@ -218,7 +218,7 @@ "PRAGMA PRESERVE_BLOCK\n", "PRAGMA END_PRESERVE_BLOCK\n", "MEASURE 0 ro[0]\n", - "Counter({'0': 985, '1': 15})\n" + "Counter({'0': 918, '1': 82})\n" ] } ], @@ -340,7 +340,7 @@ "RX(3.141592653589793) 0\n", "PRAGMA END_PRESERVE_BLOCK\n", "MEASURE 0 ro[0]\n", - "Counter({'0': 975, '1': 25})\n" + "Counter({'0': 909, '1': 91})\n" ] } ], @@ -380,7 +380,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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vQ7arpv97Vb3ONWw4FMXb2y8a3KeJVYqLus706dPZt2+fjhN+9erVJCcnc+PGDRISErTxUDk5OeTn51NcXKw1XRnCysoKa2trvQLUz89PpwBt1aqVwdagZ8+epWPHjkilUtRqNc8//zzvvvuuNmKpJi74iqx7/C46BjjT7b2/jB4jXPC3EC54gaB2iIJScMeIyyhgxqZDnEkpQYoaFcYzGc01M2/S+mNVGpVqg8ao1NSXLKvLLnW1s6JbiJve9pcHh2NvLePt7ReJSS8w6vyumF2qVqv57rvvmDlzJmlpacjlckpKSpBUkROqIS0tjStXrnD9+nWio6O5ceMGiYmJ2qD8nJwcbTZpVZ2arKyssLGx0Qbjy2QyLl68VQxLJBKcnZ356KOPePLJJ+m/dF+Vr48GWysZNlZSHG2sGNzam/nDWrH9XKJO3mt1r09Tpy4u+IrMGdJSuOAFAhMRBaXgtpOZmQlAUVERzZs3p9TWnZdW/cyRmBxi0w3omdztGNDSi4k9ghr1jFttiMsoYNCy/RSb0O/cVKzlUvbMvqfJF921nYHb+nSPWudQZmdn89Zbb5GWlsY333xTq3FXR2pqKleuXCEiIoKoqChtAVp5BrSwsNCoi97K1gG/F7ZUGYyvYdHodkzoXq5vVarU/Hkhifk/nSWnqHpT1/kFQ3UMKpcuXWLNmjV8//33rF27luHDh5v+xBuIrcdj61W3/eGY9k1+dcRUhGFJUBfEO0Vw23nooYfYv38/CoWCwsJCKCjgue6efPBwV4v7AhNGJeOYkl1aW4xllzo7O/PJJ5/clsfU4OnpiaenJ3369KnyuM8++4wXX3xRp6iUyWSEhobS/b6xHDShmITyZf/fzyXi7WTDiA6+yCQSk2KrNC74MFcF//d//8eqVas4fPiw1gWfmmpMfdp4qMoF3yHAmbFdAugZ5k6Aqy2ZBaWcis3ko91XiarQ/rUy5u6CF4YlQX1R+3A8gcBENEt/hYWF2m0LFy4kISEBe2s5bf2c6RzkSls/Z7MuJjWM6xbEnCEt6+VaTd2oVBFNdqlMalrhpGHc2qPVzk72be7R6Ge7U1NTtcVkq1at+Oyzz0hNTeXatWu8/Mpck68TkZrPoYh0fjoVz1ObTmBnLWPd491MOve+4fdjb2/PpEmTOHy43HWvWbaPi4sjJiamyj73txOlUmkwdqoiVbngn+3XjGFtfTgUkcbCbRfZ8m8s3UPd2D6jDy299TWtGjQueHMjLqOASeuPMfiTf/j6WAwxlYpJ0DUsDf7kHyatP0acCbILgWUilrwFt5V9+/YxePBgg2aG8ePH8+233zbAqBoHwqikjyVLAg4cOMCWLVuYNGkSPXr00NFzXkjIZsTyg7W67vhugbw/pgP3frSPyCpm4gDku5cQ8d/+aq8plUqxtrbGzs4OJycn3Nzc8PT0xNfXl6CgIEJCQrQGJA8Pj1qNuzIfffQRb7zxBm+//TazZs3SM3ZVZ3rrEuTKufgsSpW3Pmsh7nbsnNWP388nMfv701U+fmM3vdUEYVgyHUtbRasL4lUR3FamTZtmsJh0d3fnvffea4ARNR7GdQuidzMPbayJWqVEIjXeW1tjVOoV5m5WRqWKWLIkoG/fvvTt29fgvroE49tYlb+nHG2q/rqXAGcO7SE28hrPPvss//yjW5y98cYb5ObmcuPGDZKTk0lPTycrK4v09HRu3LhBWVmZUQ2oXC7H2tpaa0Byd3fH29sbPz8/goKCCA0NpWXLloSHhxts2wlw+fJlioqKePXVV1m/fj1r167VkRFsPhZrNBoI4GRspt626PQCrqbk0dzL+AwllH/2vjkaaxYueNG2s3qEDKB2iIJScFv59ddftREtFXniiScICQlpkDE1FnJycghwdWRKWAHfzZ2OT9+HCel9v8UZlSojskv1MSUY391eQXqlYHy5VMKYLgEUlii5lpJX5WNogvFbt27Nvn37+Pbbb5k1axbp6ekAzJ8/H1tb2yqvkZeXp3XAR0ZGEhsbS0JCAsnJyWRkZJCdnU1CQgJRUVFGI5gkEonWAe/g4ICLiwseHh5cv35dW7BevXqVvn37MmnSJD766CM8PT1N7gVfGQ8HBdeSq35tquoFX1ZWRl5eHi4uLjV+7DuNaNtZNSK3tG6IJW/Bbefnn39mzJgxALi6upKVlcW8efMseoYyLS0Nb29vPDw8SEtLQ6VS0aFDB86cOSOWWG4iJAG6VOeC/2JiVxys5fwbnUFSdhGejtaM7uRPcy8H3tlxkfUHo4xe25gLPisri//9739cuXKF3bt31+vzAUhJSeHq1atcu3aNqKgo4uLitA74zMxMbQRTcXFxldrN8HYdKbr/XagiiswQozv588mjnXjlxzP88N+NKo+t7IJPTExk7dq1fP755wAkJyfX6LHvNFXJSewUMqb1C6NToAsdA1xwsVMw54cz/Hiy6tekqchJTEHIAOqO5f1KCW4rhoqhxMREoNxocPr0aXJycnB0NO9ZtuqwsbFBpVKRknKrx/Lly5d5//33eeGFF2jr59yAo2scCEmALtW54LefTeCRuwKZ2D0IFzsF+cVlnIvP5oM/L7HnkvFe3mDcBe/i4sKKFSvqOnSjeHl54eXlVa0DHiAoKIi4uPJuP5pAeoVCQUhICF3vGcqhGhaTzTzteXtUW/6LyeT/qimc4KYLPi2f1GunWLFiBb/88gtQbhbSdHxqzFRlWHKzUzBrYEtuZBZwKTGXns3cTbqmubTtFDKA+kEUlII6U53exFblgc+Imfyw6k2sra3x9PRsqKE2Gvbv1zc+lJSU8NprrxESEsL48eMbYFSNi7y8PKzLCvhqyt0069KHbI/2tB3yCHEZhRYpCdC44I0F4287m8i2s4k1vq4mGL+xv26apXeAe++9l+nTp/PAAw+gUCg4FZvJIRN6wWvwdLBmw+Ru5BaVMX3zf5g6IXVX9x4UxV/W215WVsZrr72m7YoUHBxMWFjYHesJv3LlSvbs2cMHH3xAy5b6CRLVte1MyS2m26I9pOYV097fmW0zqi/wwTzadgoZQP0hlrwFtcYUvYkGTWccoTeBqKgoWrZsadT5/vXXXyOTGZ+JsxSefPJJNm7ciLe3t3Y5UalUUliqslhJgCW74KdPn46bmxtTp04lNDRUZ19NXPCO1nK2PtMDPxdbHv7iCNer0ZZWJPeH18iIOFujcctkMq0m1M7ODkdHR5ydnbXOeG9vb3x9fQkICCA4OJjQ0FA8PDyQSk1P9Rs+fDh//PEHcrmcl156iTfeeEOnvWdNmgZoCkpTlryhabftrO7zpJBJeWlwSx7s7I+zrRWXk3JYuusqB6sozpvK5+l2YBnfwoJ6p6LeBKj2i0rTZvFwZDqDlu23aL2Jn58fs2bNYsWKFRQXF+vsmzlzpigmb6LpYV1Rm9ahQwfmzp3LpEmTGmpYDYolu+BXrVpldJ+pLnhruZR1k+8i1MOeieuP1aiYlACxF/7j8D9/89xzzxEREaE1CQ0dOpSPPvqImJgY4uLiiI+PJykpidTUVK0bPicnh7y8PLKzs4mIiECpVBp1xUN5NJOmP7ydnR0ODg44Ozvj6uqKh4cHPj4++Pr64u/vT2RkJFA+U7p06VI2bdrEsmXLGDduHBKJpNaGJVMwZliKj49n+fLlODs7M3/+/Nvy2HWlKhkAwNKHOzCsnS8bDkURnZbPQ10D+fKJboxfe5QTMfqpAWA+MoDaIApKQY0RepO6YW1tzdKlSyktLeWzzz4DQKFQUFJSQlZWVsMOrpGgVqs5d06/aLpw4QKffPKJxRaUIFzwhjDFBS+VwIrxnekS5MrTX5/gZGxWjR5D44IfPHgwFy5c4LPPPuPNN9+ksLAQLy8v2rZtS9u2NZulKykpIS4ujsjISG7cuEF8fLy2L3x6errWmJSXl0dSUhKxsbGUlpZWWYiqVCqSk5N57LHHePLJJxn98DhiAh6u0bhqSmx6AfnFZdhbyzlz5gxLly5ly5YtKJVKWrRo0SAF5c8//4yfnx/duxsu7KqTAXQMcGZkR38W/X6JtQfKC/afTsWz88V+zB/WmrGrDUsszEEGUFtEQSmoEUJvUn/ExMQA5a0pv/nmG86cOUOnTp0adlCNhAULFrB371697W5ubvz6668NMKLGxYwBLfBwsBYu+AoMCPeqcln3fyPaMLiND7svJuNiq2B0J3+d/b+cjjd6bZlUwoCWXtq/FQoFc+bMYcKECSxatIhhw4bVaswKhYJmzZrRrFmzGp2nUqlISEggOjqamJgYpk6darCLkJWVFZEpORBQq+GZjBqY9+5H7PvlG86fP49UKtW68u3t7W/vgxth4sSJFBQUMHbsWD788EO917i63NJh7XwpU6rY8m+sdltxmYrvj8fx6n2t8HW2ITHbcOcmc8otrQmioBSYjKZPrqkRE+O6BfJgJ3/CPB1wspWTklPM0ch0Pv3rGjeyytswmnufXA2G3O9qtZqAgAC+//57JBIJd999d0MPs9EQFWU44mbUqFEEBNzmX8cmQmUXPColCBe80f1tfMsNMoPbeDO4jbfe/qoKSmMueF9f39vqgjeGVColICCAgIAAevXqxeOPP67d5+bmxvTp03nmmWcICgriVGwmD9bAsFRb1qzfQEli+WRDxYin06dPI5VKtf/kcjlyuRwrKysUCgXW1tbY2NhgY2ODra0t9vb22n9OTk44Ojri6OiIq6srzs7OuLi44O7ujpubm/Z/5XLdUkatVmtb/f7666/8+uuvPPfcc7z55pu4u5c72KuTAbT1cyIqLZ+8Yl2t++kbWUD5+8lYQVlVbqk5IwpKgclo9CaeDtYmRUy09XMmLrOA3ZeSyS4sJdDNjvHdArm3lRfDPjtASm6xWetNqnO/27WayD33TOF6Sp7otlCJr776ioULFxIWFqazvbFn/d1JlEolpVlJbHqyG3Pe+YiNB68T1vt+0oulwgVvoFAYt/Zora7b2F3wKpUKT09PwsLCmDlzJmPGjMHa2lq7XyE33dxTF56b9gxbVy8lKSlJZ7uPjw+dO3emoKCA/Px8ioqKtP9KSkrIzs4mLS2NsrIylEolKpWqVv3iJRIJUqkUmUyGVCrVygI05sfPPvuMFStW0LlzZ0Y/PI7YrNZVXs/L0YaU3GK97Zpt3k42VZ5fUQZgKVjOMxXUiYp6E1MjJt749bzetl0Xktg+sy9juwSwan+EWepNTO22kC+140i6hMGf/CPc7wYIDQ3VOl0PHTrEiRMnDEaiWCq7du1i+PDhuLi4aLW3b84cwcChQy3WBf/eg+0ZtGx/vRpQ5FIJ7z3Yvt6uV9/I5XISExN1er9XpC5tO01FArw7bxZL//ciGzduZP78+aSnp6NSqejTpw8//PBDja+pUqnIy8sjPT1d+y8rK4usrCyttjQ3N1erMc3Ly6OgoIDCwkJycnK4du2awWueOXOGxCIZVg+8WeXj21hJKVHqF7bFpUrt/qpQA9Hp+RaVKWwZ3zKCOlNRb1KiVJGap3/nZgqapW6nCn2FzUlvUlP3u2a/cL/rywLkRZmoVCqWLVtGjx496NGjR0MPsVHh4eEBoGPkeuihhxgzZgwrV67Ezc2tgUbWcFiqC95YMQmmGZbqisawBPDUU08xbtw4Pv74Yz744AP8/f2rOdswUqkUJycnnJyc9GKiqiM2Npbg4GCgvOBWKpWMGDGCV155hb59+3I6LqtaGUBRqQqFTL9otLaSafdXR0k9xns1BURBKTCJusROuNhZIZNI8HOx5YV7y13dhyJuhRSbi95EuN9rTnWygPCXt5AS2IpryblCFlAJQ8uCpaWl/PTTTyxatMgiC0oQLnhDVGdYAni8ZzBONlbapdyBrb3wcS7/702Ho8ktNtx7vbJhCcqNOG+88QazZ8/Gysqqnp6F6WiWuRUKBU888QQvvfQS4eHh2v2myABScovwMbCs7eVYLidIzjGsn6zInZIbNBZEQSmolrziMmLrcHd7bN5A7V1dRn4Jb/12QS8Y1pDe5MSJE2zYsIFRo0YxdOjQWj/+nUC432uGqbKAIitHvjuZwLcn4oUsoAIRERGMGDHC4L5ffvmlxq5hc0O44HWpzrAE8EzfMAJcb322hrXzZVg7XwB+ORVvtKA0ZlgCdMLV7yShoaFs27aN7t27G+zMZooM4GJiDj3D3HGwlusYczoFumj3V4Xk5uNYEqKgFFRLTHp+nfQ3T2w8jrVcSjMvBx7s5I+dQt+JqtGbhLpYsXXrVpYvX87p06eB8iWLxlxQ1sT9LpHA2M4BDG3rQ1s/J1zsrIjLKGTb2QTWHojUdmwwZ/e7kAXUnYMHD+q0ItRgb2/P8OHDG2BEjQ/hgr9FdYYlgD6L/67xdRurYUkikXD//fcb3W+KDOCP80lM69eM8XcHaXMoFTIpD3cN5FRsplGHt4aKMgBLwbLmYwW1oq46kCOR6ey7msr6g1E89+1JZg1sweM9g/WOG/fYRFxdXXnqqae0xaRMJtPGPDQE8fHxBsXdFdG4393sFMwa2JJmng5cSsw1eKytlYylD3fE3UHB5mOxvL39ImduZDF7UEs2PnErNkjjfjc3Vvx9jXk/naO4TFVjCYVSpaa4TMW8n86x4u+q/z8xdyZPnszVq1f1oqby8/MNFpqWSqCbHV8/1Z2PB7qSc3IHrlZlVFYbSoBgdzsmdQ9mz+x+fP1Ud7MqJjW892B75FLjWsva0NgNS1UxINwLWRWvx+m4LLafTeDVoeHMu68V47sF8u3U7gS42vL+H/r93CtiSAZgCVhW+SyoFfWpA4nNKOBCQg6jO/nz1ZEYnX1XLl2gtKREZ5tSqWThwoW8//772NjYaLPJNFlkXl5e+Pj4EBAQQFBQEKGhoTRr1gwbm6ojHUxl5syZ/PLLLzz//PO88847uLi46Oyvqfu9VKlizKrDnIy91bZr6/E4bmQW8NLgcHo3c+dQRLpZut+FLKB+adGiBT4+PgDMmjWLjh07cuXKFVxdXRt4ZI2DqKgoHn30Udq1a8cPP/xAXl4eHzzclQmTp1ikC95SDUvGMEUG8PIPZ4jPKmTMzV7el5JyeWrTcf6NzqjyvKpkAOaM+X+KBHWmvmMnbKykeu45CbDkzVdZ+MZrZGbq9kht1aoVVlZWZGdnk5eXR2xsLNevX9cKr40hl8uxtrbG1tZW2wfXzc1N2wfXz8+PwMBAQkJCaNasGV5eXtqYGg2xsbGo1WpWrVrF5s2b+eijj5g8ebL2uJq630uVap1iUsPOC8m8NDic5l6OWsNSVe73kpIS1Gq1Tt5cY6amofgdA5x5qGsgnQJdaOXjiJVMSsj8HTrHmLMswBCGwvEVCgUtW7bkk08+aejhNTry8vI4fvw4x48f125bsGABMTExvPLKK7i4WF7hLQxLtzBFBlBcpuL9Py5XOyNZkcYqA7gTiIJSUC21iZ2QSSXYK2TkFOkWfR0DnAn3duTXMwk624Pc7Zj1/LM8NXkib7/9NsuWLdMG3H7yyScMGTLE4OMUFBQQGRlJZGQksbGxer1ws7KyyM3NJSMjg8TEREpLS6sMzZVKpVhZWWlnQ1NSUoDymdLMzEymTJnCwoULeeONNxg5ciR76+B+r4jnTedgZsGtGVpD7ve0tDRWrVrFJ598QseOHQ22J2yM1DQUf0C4F4/eFcjlpBxiMwpo5qkv7jfnUHwN1bngncIfo3ufx4UL3gCtWrXSaQEIkJiYyHvvvcfdd9/NqFGjGnB0DYcwLN3CEnNLbyeioBSYROXYieoiJiQSODJvINvPJnI1JZfCEiXhPo483DWA3OIylu+9pYGrqDdxcHBg8eLFTJkyheeff569e/dq88QMYWdnR7t27WjXrp3Jz0XTBzcyMpLo6Ghu3LhBQkICycnJpKamkpmZqZ0NNTQLqumdK1HYEvTS96Cnyqo50/qFkVNUyr4rKTrbNe73+JhIPv74YzZu3KgtinNzDes07yRqtZo5c+bQvn17Jk2ahEymb3qoTSj+N8diWLU/guIyFQtHtjVYUJqjLECDqS74bKWCQykiHN8Q7777rsGbx6lTpzJy5MgGGFHjobJhSSYBZRU1lbkaloQMoH4RBaXAJCrrTaqLmEjOLeK7E3H0DHNnWHsfbOQyUnKL+O1MAiv2XtcGnINhvUmrVq3Ys2cPSUlJ+Pr61utzqdgHt1+/fkaPUyqVWFlZaVt4SSQS5HI5ffr0YdiwYdj5t2TJuboXk8/1b0bfFp7875dzejO6aiCwdRcyo/S/8BISEpg3bx7Ozs44Ozvj6uqKq6sr7u7ueHh44O7ujoODg94yfn1SWFjIxx9/DMDSpUtZtmwZgwcP1jmmNqH4aXkl1R4D5hWKr0G44OvOyZMnefvttw3ue/PNN6sMArcUNIala8m5zPjkO85nqFG4+Vlc204hA6g/REEpMInKehNTIibe3n6x2mOq0ptIJJJ6LyZrQk5OjraYDAkJYcaMGTzxxBNa1/mp2Ew4V3W3heq4v70vcwaHs/V4LN8cizV4TEGx4eIqISGBDz/80KTHkUqlSKVS5HI5crkcKysrFAoFCoUCGxsbbGxssLOzw87ODnt7exwcHHB0dMTR0RFnZ2dcXFxwcXHB1dUVNzc3bdFacQbo0qVLDBkyhEGDBvHxxx/Tvn35sk9dQvGrw1govlqt5vTp03h5edW6U0dDIMLx64d27dqxZMkSNmzYwKVLl3T2nTlzhsDAwAYaWePh4sWL/PjjjzRv3py9S6dTVlZGVl4hN7KLLc6wJGQA9YP5v1ME9Yal6U1cXFxYunQpHTp0YODAgXozfXV1v/dp7sFHj3Rk75UUXv9Fv++5hsMH/2H391/yzjvvUFRUhFKpRCKRMHr0aN5//33S09PJyMggMzNT2+s2JydHu2yfm5tLQUEB+fn5FBYWUlhYSHFxMcXFxeTl5ZGZmUlZWRllZWVa3Wpt0Jy3Z88eOnTogJeXFwOGDCM24OFaXc9UKobi5+TksHnzZlauXMn58+eZPHkyGzduvK2PX18IF3z9oVAomDNnDoMHD6ZTp05YWVkxbdo0zpw5o3XGWzp//PEHb731ls62B4YNYdSoUcycOROFQtFAI2sY9GQARqQmGsxVBlAXREEpMBlL05tIJBJefvllo/vr4n7vFOjCFxO7cu5GNs9/e9LoF5cECPdzo8vcuUyZMoW3336bVatWoVQqcXNz02knVp+oVCoKCgpITU0lPT1da3DKyMjQFqw5OTnExcWxbds2/XFLJCgUCjJKpPWWDmAMNfDznoP8/dPXfPvttxQXly+pS6VS7Owa53urMhoXPGCyEx6gmacDb97fmruC3ShVqth7JYV3d1wiI7/E4lzwoO+ET0orT1RYt24djz/+eAOPrnHRt29fvW0HDhzg4MGDjBo1iubNmzfAqBqWQDc73uznxn++hZzMtefbv88gd/Ep70hxE0uQAdQWUVAKaoTQm9yiNu53KC8CNkzuxo3MQqZsOq7tjmOIit0WPD09Wb58OTNnzuS9996rshNEXZFKpTg4OODg4EBoaKjR406cOMG2bduQSCSo1Wq8vb156aWXeOaZZ3BxceFUbCYPrqqbLMAUnnp6GiWJuu9JtVrNtm3bSExMxNfXl8DAQMLCwmjWrBmtWrW6Y23hVCoV3377LcOHDzfaX1vjgge0AfnVOeF9nGz4/pke5BaXsWTXFewUMp7pG0Yrb0dGrTxkES54qNoJD2qCZ3zJdefOwglfiYSEBIPbFy5caJHFpIYpU6Zw8OBB7d92zq7c99AkOnftxoOjHrAYGUBtEK+KoMZo9CZv/HwWpRpUNXA5m5vepKbud5VazVdT7sbZ1oo1/0RwbytvnevFZuRzMjYLMN5toWXLlo1mGVeTg9m2bVvmzp3LI488orNUVp+h+FXh7+tNVKL+TU5CQgK//PKL0fOsrKywtrbWySn18vLC19eXoKAgQkJCaN68Oa1atcLRsXbFyL///sukSZNwcXHh448/1skxBV0XPJjuhH9+QHPsFHIeWHGQhJtt4M7EZbF5ag8e6hLAluNxZuuCB9Oc8CABB082/xvHV0djhRP+JnFxcUycOFFvu0QiYdasWQ0wosZDv379dArKguxMflr/Gf/uDOB/0/VfM8EtREEpqBV9fKUkb5xJ+MSFpMrcLVZvUlP3O4C/iy0A84a11rvej//FaQvKptBtoX379sTGxhIQEGDQOVvfofiGkADnDu/l38MHmDZtGtevX9eaqbZs2cIjjzxCSkoKV69eJSIigujoaOLi4khMTNSJibpx4wYRERFVBubL5XJsbGxwcHDAyclJ263J19eXgIAAQkNDadGiBeHh4Tg5OQGQnJwMQFZWFlOmTGHNmjV88cUXdOjQAdB1wQMmO+Hva+vDX5eTtcUkwKGIdCJS8xjRwY8tx+PM0gUPwglfV/Lz8/H29iYyMlJnu1qt5tChQwwbNqyBRtbw3H///bz33nt629euXdsAo2laiIJSUGPOnDlDjx49KCoq4ofn+lFq616+5HQ1hdh0/fBlc9ab1Mb9XrnjiyGaUreFqhyztZUF1ASNLGDAgAGcP3+eZcuWsWDBAoqKivD09ATAy8sLLy8v+vQxPNtXmbS0NK5cucL169e1WaWaAjQjI4OcnBzi4+OJjIystgCtnM157NgxOnXqRM+ePXnvvffYc6m0xkY3bydrPB2tORefrbfvzI0sBoSXz2wbc8FrSEhIwMfH57ZGS9U3wglfd1q1akVERATHjx/X9oMfMGAAUVFRWFlZNfDoGpb/+7//09vWrVs37rvvvgYYTdNCFJQCk1Gr1axYsYKXXnpJ+yPq7++PlZUVC0a2ZQFtDbaHM3e9iaW532tKTWUBucVl+LvY8mDn8rifDv7OAMwYUK7ris8q5Oebs72VZQEKhYK5c+cyfvx4tmzZQu/evWs1Zg8PDzw8PEw+Pz093WABmpKSQkREhNYoBGhnTw8fPsyAIcMInP19jXMRvRzLX6+UXP2ZzJScYlztFChkUkqUKh0XPEB2djabN29m9erVnDt3jr/++ot77723Ro/fUAgnfN2p+B2tdPJFYmXDI2NGsXXr1oYeWoOzb98+PvroI73tOTk5DTCapod5/9IL6o3U1FSeeOIJfv/9d53tlWdf7K3ltPVzvpNDa3Aszf1eU2oqC8gtLiPQ1ZY5Q3Qd7Jq/j0amawtKY7KAoKAg5s6dW99PxSju7u706tWLXr166e2bPXs2y5cvR6lUIpPJUKlU9O/fn2HDhhHUoRdz92XV+PFsrMpnFEsMGLo0Ji8bq/KCUg1EpeaRHXOBNWvW8N1331FScivbtKnMTlZ0whuinZ8TrwwNp0uQKxKJhJOxmXzwx2UuJhovBizFCV+VcSnwpR+IcbJiwW8XmNA9yKKNSzdu3EChUOh8PiQSifZm0ZLNSqYgCkpBtfz77790795dbxZFE5YtEO73qqiNLOBoVEa10oCmIgvIzs5GqVTi6enJtGnTeOqppwgJCQFuhuPvq7kLvqi0vGg0ZHqyvrlNcwzAXd17UJxwxeC11q9fz6lTp2jWrBmtW7cmNDQUufzO/jSo1WpKSkq0Ji9DVHTCV6atnxM/PtuLhOxCPv3rGlKJhEk9gtn6TA9Gf36IyLR8g+eZuxPeFOOSRCIhMbeMr4/FsPFItEUblyZOnMhjjz3GtWvXaNWqFWFhYQwdOpTk5ORam/IsCVFQCqolMTERuLVUp8FQ32ZLRuN+f/2nM5Sp1Eikpr8+5uZ+r4wlywLmzp3L2LFjGTJkiJ4+rbYu+JTcciOOl6N+AeblZE1mQQklylsFZZ9ePdj383WUSqXe8d988w3ffPONzjapVIq1tTV2dnY4OztrzUcBAQEEBwcTFhZGeHg4rVq1wsbGplbPoSI///wz48aNY/78+cyfP1/vmpWd8JV5eXA4RaVKxqw6TFZBafk1T8fz98v9eWVoONM3nzR4njn3gxfGpZqjkQPEZCmx8grls5VfMGLooIYeVpNBFJSCajHW/lCtVqNWq0Vf3AoUXdhL7Kp5hDw8n1KP5hbrfq+MJcsCwsPDjQbQ19YFn5xTTNrNWKHKdAxw4WLCrWVeCfDrN+sozv+Y+fPns2bNGmQyGUqlEqlUSlRUFFeuXOHatWtERUXpGJCysrJITU0lLi6O0tJSg2PRhNjb2tri5OSEm5sbnp6e+Pn5ERQURGhoKC1btqRt27a4uLgYvMbFixcpKyvjnXfeYdOmTaxZs4YhQ4Zo91d2wlemW4gr+6+maotJgNTcYo5FpXNvKy/sFDIKSvSLaTDPfvDCuGQ6xuQAflOWM2NfMYvP/s2AcC+LlwOYgigoBdVizMWqVCopKirC1tb2Do+o8VFcXMyrr77KZ599BsD9DtE89+IUi3W/G0LIAvSpiwv+z/NJjO0SgK+zDYk3o4N6NXMvD84/GKU9TuOCt7d244svvuCJJ55g6tSpXLx4EXd3d4KCgggKCmLw4MHVPmZGRgaXLl3i6tWrREVFERMTozUfZWZmkpOTQ3JyMmfOnNFb0dBgZWWFjY0Njo6OuLi44OnpSUJCAhKJBJVKRWxsLEOHDuXhhx/mk08+wc/Pr9p+8Aq51GCDgMISJdZyGeHejpyKyzJ4bnVO+KaGMC6ZhilyADUQk1Eg5AAmIgpKQbUYmpno27cvS5cutfhisri4mNOnTzNt2jTOnj2r3R4WFkYLb0eLdr8bYsaAFrjbWzP/x5MglYHE9CVfc5UFVHbBg2lO+M/3XWd4e1+2PN2DLw9FY6+Q8Uy/MC4l5vDDf+VtGg2F4/fs2ZMzZ86wcuVKg0vgVeHm5kbv3r1Ncr8XFhZy+fJlbf5nTEwM8fHxJCcnk5GRQXZ2NlFRUVy+fFmnf7ymEP3hhx/44YcfaNW+E4Uj3oEqGihEpubTKdAFqQQ0L6OVTEKnQBcA7etojMpOeKVSyR9//MHy5cs5d+4cERERTeK7rjrjUoi7HS8PDueuEFdcbBUkZBXy65l41hyI1NHcVsQcjUtCDnB7sLxfNEGNqThDKZVKef/995kzZ44w5ADPPvssGzdu1LYehPIlwMqvjSW63w1RWFjIR8+NIf76De555Quu50ktXhZQ2QUPpjnhE7OLeHTNEd4Y0Ya594VTqlSz93IKi36/qNVPGnPBy+VyXnjhhdv3pABbW1s6d+5M586dqz22d+/eHD6sa06SSqX4+PgQ3rU3p6vpxvXN0RgWPdiexWM7sPqfSKQSmDmghTZeycaqaj2zGohOz8dDVsT69etZuXIl8fHx2s+1sdnWxkZVxiVfZxt+fb4PuUWlfHUkhqyCEroEufLS4HDa+zvz9Nf/GTzP3IxLQg5w+xAFpQCgyhk0TRsqe3t7/v77b7p169aQQ21U7Ny5E9A3LAldqT7nz59n7NixXL1a/mW+9rEOlNl5WLwsoLILHjDJCQ9wLSWPx7/81+C+puKCB0hKStL+d+fOnZk+fTrjxo3D0dHRpH7wm/+NxdfFlmf6hvFQ1/Kg/TM3svjinwhm3tuCghLj4fMa7hkwkPSrukWVWq1GJpOxd+9eQkNDadasWb2YkGpDZGQk169fZ/DgwQa/X6ozLj3Y2R9nWyseWn2Yayl5AGw5HodUKmFslwCcbOTkFOm/TuZkXBJygNuLKCgtmKqyySRAkJsdA8K92HviIk5OTkRERODh4dFQw22UPPbYYyxbtkxvye7PP//kueeea8CRNR52797N559/zh9//KEjn7CysiJUyAIAy3bBAzz00EPk5eXxzDPP0LFjR519pjrhl+66wpp/Imjp7UhuURlXknN55WZ2qbHYoIoUFxo+RqlU8sADD+hsk8vlKBQK7OzstH3gXV1d8fT0xNvbW2tICg4OplmzZnh7e9d5Ree9995j/fr1DBgwgM8//5zWrXVbt1ZnXHK8+VlKq9TWMyWnCKVKTamy6lWCpm5cqkoOsPShDtobEUN0f38PyTn6TQTMUQ5QFyzj21qgQ03FyMp2j9Or72QKpeJDUxmFQoFUKtUpKAW3KCkp4cknnyQ+Pl5vX+WsQ0uWBViyCx7gww8/NLqvJk74nKIyTsRkav/u3dyDhKxCIlLzqjxPAiRePcuOX39i1qxZpKamaj/TAQEBzJs3jxs3bpCUlERKSgrp6elkZWWRk5NDZmYmiYmJlJaWVvk9IJVKtYYkOzs7nJyccHFx0UYy+fj4EBAQoHXGN2vWTEe3qekJf+DAAdq3b8/s2bN58803tfmI1RmXjkZlML0/LB7bgWV7rpFZUELXIFcm9Ahm4+EoCkuN62mrMi6dOXOGgoICevbsWdVL3OBUJQf49t9YDl5P19kmkcCi0e24kVlosJgE85MD1BVRUFoYtRUjX81GiJENoFartRpTqVSKjY0NjzzyCB988EEDj6xxkJiYqM0xrUxVPbAtEeGCN0xtnfD3t/elU6AL7+64SHUSyCB3OxxsrHj00UcZMWIEb7/9NsuWLaOsrIywsDCef/55kx5TpVKRlJREZGQk0dHRxMXFkZCQQHJyMqmpqWRmZpKdnU1eXh5xcXFERERU+znQzIZqurdojl+6dCmff/4548eP58mnnyW2mtdn/9VUlu66wvP9mzO4jY92+/K91/hod/XvuYrGJbVazd69e3n//ff566+/CAoKIiYmptpr3C4OHDhA69atja6gVScHOBmbxcnYLJ1tdwW7YqeQ88tp/ZthDeYkB6gPREFpQQgxcv2TlnbrS6pjx478+OOPhIWFNeCIGhfBwcEMGjSIXbt26e376KOPWLZsWQOMqvGi44KXSMud8CZiri54MOyEr8jdIW68MLAFB66lkllQSudAFx7uGsC+Kyl8eTi6ymtXdsI7ODiwePFipkyZwiuvvGKwnaYxpFIpfn5++Pn50adPH5PPKygoICoqiqioKGJjY3V6wWtmQ69fv653XmFhIRs2bODr7X/jN2V5tY9zI7OQf6PT+eN8EpkFpdwb7sXz/ZuTmlfMV0eqLgjVQERKDpcO7+a9997j7Nmz2uYWDakZz83N5Z577sHOzo7XXnuNF198ETs73Zn56uQAhhjVyR+VSs1vpxOqPM4c5AD1hUTdVOxrgjqx9XhsvS6nfTimvdn9aBmjKm1fWFgYUVFRTJ48mTVr1qBQKBp4tI2P+++/nx079NsoXrhwgTZt2jTAiBovsbGxDBgwgNj0fDpMfZ90Ky+TXfDmnJF3LTmXwZ/8Y3R/kJsd745qR1s/Jxys5cRlFvJ/J2+w7mBkldpADXtm92v0M0yurq5kZWVpJTaOjo48+uijjBw5kjxrD+b/nVHl+Q908GXx2I4M+GgfSTlF2u1LxnZgRAdfen24VycY3hBJX71ssIWnXC4nLCwMhUKBtbU1NjY22NjYYGtri62tLXZ2dtjb22s1pw4ODjg6OuLg4ICTkxNOTk44Ozvj7OyMi4sLTk5OJmtOk5KStM03JBIJHh4eLFq0iCeffFIrq7lnyd81muGWSyX8+9ogIlLzePiLI9UeH+xux/45A0y+vrkiZigtAI0YuUOAM2O7BNAzzJ0AV1syC0o5FZvJR7uvElVJtN7M04E372/NXcFulCpV7L2Swrs7LpGRX77sYu5iZFMMSz1DnEgtkfPggw+ycePGBhpp46egQPeL/KmnnuLee+8VxWQF1Go169at48UXX9S+Xh8/EIZfqy4W74IHw074isRmFBh1u1dFU3HCq9Vq7fuiY8eOzJw5k0cffVQ7E3chIRv+PljlNSb2COZCQrZOMQmw51IyD98VSFtfJw5FpBs5uxxXZ0eSDEzYqVQq4uPjUSqVqFQq7f/Wx3yVVCrV/pPJZMhkMuRyOVZWVlhZWenMjqrValJTU3nmmWd48cUXGTVqFAOHDic2w7VGj9mvpSdu9go+3m18ubsilXNMLRXLfvYWgkaM/Gy/ZtwV7MqO84lcTszF09GayT2D2T6jDw+uOsTV5HLhuo+TDd8/04Pc4jKW7LqCnULGM33DaOXtyKiVhyhVqs1WjFwTw9KNzALcJy1DEexMXEaB2RbXplDVLO65c+Uz405OTvz4448mdWSxJNauXcvKlSs5ffq0znYXFxcRjl8BS3bCSyQSvv/+e/z9/bnrrrv09ptiXPJwsCanUH8GUi6T6vyv0TEA108dIfLqJV555RV27typbeHZo0cPDh06ZPTc0tJSsrOztf9ycnJ0/uXl5ZGfn6/9V1BQQEFBAYWFhRQWFlJUVERRURHFxcWUlJRQXFxMaWmp9r8NUVBQwJYtW9h28BTuE5ZW+dwqM6qjHyVlKrafM6z/rowmx9RSTYUaLOfbyEKpKEZedzCKWd+d0lkC2n42gZ2z+jH9nubM/v40AM8PaI6dQs4DKw6ScLOl25m4LDZP7cFDXQLYcjzOLMXINTYs3dx9PC7HIg1Lpszi9g5zJU/mgJNTCdeuXcPLy8vY5SySpKQkpk2bZnAmx8nJSedvS3bBg3DCjxo1yug+U4xLUWn59G3hQaiHvc6K1MiOfihVai4l5hg9F2618Gzfvj1//vkn+/bt4+WXX+bkyZM4ODhUea6VlRUeHh63JXbu1KlTdOnSBUCnwJ0/fz73338/p29kM6aaHNOK2ClkDG7jzT/XUquVAFSkxEDrT0tDFJRmTkUx8snYTL390ekFXE3Jo7nXrS+E+9r68NflZG0xCXAoIp2I1DxGdPBjy/E4wLzEyMKwZDo1mcWNy8jH+8kV3BVgT7G86h8dS8TNzQ2pVGqwBWLlglJQyQmvVpdnu9QSc3LCQ/XGpTX/RNK/pSffP9OTr45Gk1lQysBWXgwI92LLv7Gk5Bqe6QPDLTz79+/PiRMn2LZtm1bD2BBo3O8AI0aMYO7cuTpGKmsTc0w1DGnjg51Czq9VuLsNYWpeqjkjXgEzp7psMgAPBwWZN7WR3k7WeDpacy4+W++4MzeyaOt360dOk01miOLiYoOuxMZIfXdP+O54bL1cqzGy9Xgsg5bt53BkudaquveW6mbLvFMJBQxatp+tZvza1AYrKyuj2YXG4pYsGbVaTfyuDaT/sRyZRI1MWrOCUiaVYC2X8uGY9jw/oPltGmXDMKF7UJWfx3+jMxi7+jDnE7KZ1D2YN0e0IcjNjsU7L/O/X89XeW1jLTwlEgkjR45s0O5pnTt3ZsmSJVy6dIlff/1Vz5WvkQOYyuhOfuQVl7H7UrLJ50huPo6lI2YozZi84rJqs8lGd/LH19mWj2/mkGl63xq6W03JKcbVToFCJtX2Cq4sRo6NjeWLL75g9erVZGVlkZ6ejouLSz0+q/pFY1iyU8iY1i+MToEudAxwwcVOwZwfzvDjyRt65zzeM5jHe4QQ6GZLZn4p288l8NGuq9pgYHM1LIlZ3PonPz/f4HK3po+14BYHDx5k9uzZnDhxAolEwq6d37Fg++UqZ8o1mHs/eKjeuARw5kY2T248XqPrNnbjkkKhYM6cOUb31yTH1M1eQe/mHvx2JoGiUtOXsDVyAEtHzFCaMTHp+VWKtJt52vP2qLb8F5PJ/90snGysyt8ShvQgxTe3aY6B8qXNqNQ8du/ezciRIwkJCeHDDz8kIyMDlUrV6GN0NIYlNzsFswa2pJmnA5cSc40eP+++Vrw9sh1XknN5e9tF/riQyOSeIXwxsav2GI1hyZwQs7i3h5ycW7o1iUSCTCbj9ddf5+rVq6LN6U3OnTvHiBEj6Nu3LydOnACgQ4cONPN25uunurP7xX5M6h5MsLud3kyUhPJIl0ndg9kzux9fP9XdLItJDe892B55DWdtq6OpGJeqYkC4l0mz2fd38MVKJq3RcrchOYClIkpqM6YqkbCngzUbJncjt6iM6Zv/Q3NDq7krM6QH0WhRKt+5devRk6L4y9q/NXowiUTC008/jbe3t05bsZCQEPz8/Orc27Y6PvvsM9asWcPixYsZPny43v6KhqWU3GK6LdpDal4x7f2d2TZDP5TY09Gap/qE8n8nb/DyD2e026PS8nl7ZDsGtvLir8spZmdYqs0s7oj2vkztE0ozTweUajVXk3JZ/U8kf18pl0iY6yyuIapyZ6empmqPa9OmDZs3b9brZW3JPPnkk2zatEkboA3l3yt9+/bV/i2c8LewdOOSMSZ0D2LjkehqjxvdyZ/U3GIOVtFVpzLG5ACWiOV80iwQYyJhR2s5G5/shpOtFQ9/cURneTslt9yI4+VorXeel5M1mQUl2uVuDcEB/lypUFBqUKvVfPvtt0bHJ5FIkMvlWFtbY2tri729PU5OTri6uuLm5qbtb+vn50dgYKC2x23lLgjG+Pfff7lw4QIjRoxg+PDhfPbZZzRr1ky7v6JhqUSpIjXPuCgdoEuQK1YyKdvO6gaxbTuTwNsj2/FARz/+ulxeMJmTYUkzi+vpYM2sgS25kVnApcRcejZzN3j85J4hLBzZlr8uJ/Pjn5extpLyUJcAvnyiG9O++Y+dF5LMNnZKgykO+AHhXmSe+B2A0aNH89133zX6Gf07yfHjx7X5rpXbE4aHhxs8x9Kd8CBaeBrCFDkAUCM3ODR+OcCdRhSUZoyhbDJruZR1k+8i1MOeieuPcT0lT+ec5Jxi0m7O0lWmY4ALFxN0oyUkwH/7/yQxLppZs2bx+++/azs5NG/enEuXLhEfH09MTIxOS7HU1FTS0tLIyMjQ5pBlZmaSmJhIaWmpUaOCBplMhkKhwMbGBjs7OxwdHXF2dsbNzQ0PDw+8vb3577//tMfv3LmTVq1a8corr/D6669jb29vkmGpIpoZ2uJKM7Qa7WT7Cj9kGsPSAm4VlCqVit9//50PP/wQKO8/29ip6SwuwORewZyOy+KpTSe0274/cYOj8wfyUBd/dl5IMrtZXA01ccCXO3I70OnFdXz2xnhRTFbi7NmzQPmNZ0WdqVqtplWrVg01rCbBjAEt8HCw1sag1eR7zlxbeFpyjumdQhSUZkxlMbJUAivGd6ZLkCtPf32Ck7FZBs/783wSY7sE4OtsQ+LN6KBezdxp5unAhoNROsdqxMjNmzdnx44d/P777zz//PNER0fj4eGBXC4nODiY4ODgGo8/IyOD6OhoYmNjiYuLIzExkaSkJNLS0khPT9cG5BYUFJCZmUlJSQlKpdKgyUGzDP/+++/zwQcf0LVHb1LvmQs18P9FpJYX312DXTkSeaujxN0hbgB4O9voHK8xLMlR8u233/LBBx9w9Wr5rIGnp2eNXovbgVqtZsKECbRt25bZs2cbnPmt6SwulM+AV+68lFdcRkFxmY5cwpxmcaEWOaY39+fY+lhkjml1XL58GSsrK0pL9bMARUFZPeO6BdG7mUe1NzgaZJLybN1g6yI2zbivyS9zV0bIAW4/oqA0cypmk/1vRBsGt/Fh98VkXGwVjO7kr3PsLzeFyJ/vu87w9r5seboHXx6Kxl4h45l+YVxKzOGH/27p5QyJkYcPH87ly5dZuXIlgYGBdRq7m5sbbm5u2tBaUykpKSE2Npa+ffuSlJSks08qleLt7Y1/eEdSaxQmARcScjgVm8mz9zQjOaeIIxHpNPdy4N3R7SgpU2FTSWKgBvqNGMuFgzv1ujmUlZXx7bff6vSv1cyw2tnZ6bQTu10UFRWxZcsWoFxvumjRIp544glt/1swLXaqMkcjMxjWzofJPUP461Iy1lZSJvcMwdHGii8P37ohMTSL21SpkwNeDcoylXDAV+LixYsGi0l/f3/8/f0NnCGoTKCbHV8/1f2WBKOaFp6fvzSOvyPOc7rzbwQ+8EBDDfu2IeQAtxeJuj6abQoaLdeScxn8yT8AbH26Bz3CDOveAELm79D+dwsvB94Y0Ya7QlwpVarZezmFRb9fJC2vROecPbP7NdolS1dXV7KysgBo3rw5L7zwAo8//jjOzs6cis3kQSN6Gc1yriHDibeTNSvGd6HbzVnJMqWKdQej6BHmRpiHAx3e3qVzfOKmlyhJrN2Xl0Qi0elhK5fLdXrYKhQKrK2tsba2xsbGRrv8b2tri52dHfb29jg4OGj/OTk54eTkhLOzM05OTkgkEvr00V22btmyJUuXLuX+++8nv0RJ+wU7DSYFVPUaudsr+HRcZ/o0v+VSTs8rNjgrLgHOLxiqY5xIT09ny5YttGvXjv79+9fqtbuTbD0eW6+zHh+OaS9+qICAgADi48tvcjUympEjR7Js2TLCwsIaeHRNl6qMSwMGDGDfvn0AvPrqq7z77rtYWVk14GhvDxVXE4QcoP4QM5RmTkUx8ri1R00+71pKHo9/+a/R/U1BjNy1a1ccHR2ZOXMmAwYM0Jn1q21Xg+ScYh7+4ggh7nZ4OloTnVZAal4xx+YPJLLSMi/A33/t5vsvPmbFihWo1WqtNjQ0NJS3335b28s2NzdX289W08e2Yi/b4uJibR9bTf/a/Px8ysrKKCsrQ6VSaZf763KPePXqVUaOHIlCoaBN7yGouz9b42sUliqJTM0jKbuQvy6n4GAtZ0rvUFZP6MrDa44Qk34rD07TA7eNrxMHDx5k9erV/PDDD5SWlvLQQw81+oKypg746PdHGL3WgWupTNrwr0U44KtzYxcXF2uLSYCePXuyZMkSevbs2RDDNSuqMi61atVKW1AuWbKE/fv38/333xMUZF7FU03lAKhVIJGadY5pfSAKSgvgvQfbM/DjfShRUxPNYFU0BTHynj17jO4zZFiqCdHpBUTfLIyaezng7WTDj//pFg8SoGOYH70++YRZs2bx2muvsXXrVgB8fHyYOHFiLR+9elQqFTk5OWRlZZGZmUl2drb2n6aAjYuLY9WqVXrnWllZ0alTJ1p37sq+Wjz2yse6UKZSM/WrW6acXReT2TenP68MCWfGllM6x89++RXO7dtGUlKSthevTCbD3d34bHpjoaYO+Be/O623rUOAM1N6h3LgWrn5yVwd8KY63yd0D2L/tu+A8vaT3333HUOHDr0jMhBLR5OFqrk5/e+//2jbti0rV65k0qRJDT28esVUOYC8KIv08//wZN/mfPTUKw013CaBKCjNnOTkZN554w3STibgNHh6vV23qYuRa9I9oSokEpg/rBUFJWVsPhajs69i94TQ0FC2bNnCnDlzeO2117jrrrvq9LjVIZVKcXFxwcXFhZCQEIPHnD9/nlWrVmmXE9u2bcv8+fN55JFHsLKy4kJCNvuWH6zR4wa62tI/3It5P53V2Z5dWMqJ6Ay6BrvqnbNv7x5KU8q1rhrzlFKp5Msvv+TXX3/Vaku9vLzw9fUlICCAkJAQmjdvTnh4+G3rxDRv3jzi4uJYvHixQc1ebRzwvxgITO4R5oZKpea3M+VxVObmgK+p833jkWhUCRl0v3c4h3b9ppNBKbi9aGQ2ms9hWVkZeXl5vPjii2ZXUGqoLsd03pzZrNizho/3QKibLTNmzGjoITdaREFpZqhUKk6dOsX27dv59ddfOXWqfDZIJpMx/+33+fxA3TuUmIsYuaJhCcpbKjrZWOHtVO7WHtjaC5+bzu1Nh6PJLS7jrfvbYC2XcjExB7lMyqiOfnQMcOHlH8+QcNMRD8a7J3Tt2pWdO3fegWdXPU5OTkilUvr378+8efMYNGiQzixQbWZxPW/ml8oMzCbJZVK9Lh4SYMYTj7J6+acUFRXpLNc7OjqiVCqJi4vj+vXr2h85Q2jyTCtmmXp6emoL0ODgYJo1a0bLli3x8vIyKVT/xx9/JCIigp9//pl3332XmTNn6ujJauOAr4xCJmVYO1+ORWWQlKP7/jEHB3xtne9yvzZkBrXjh5Pxwvl+B5FIJAY/Z87OlpHtaUgOkJ9/S8o0c+ZMcnNzmT9//p0eWpNAFJRmxPHjxxkxYgSpqanaZQsNb731Fq8Mb0+gp7MQI9+kcveEZ/qGEeB6a9Z1WDtfhrXzBeCXU/HkFpdxISGHKb1DGNXJH5VazZkb2UxYf0wnRgiaRveEoKAgCgsLjeYf1mYWNzq9AKVKzf0d/Nj8762bFx8nG7qFuHEiOkN3DO52fDznfV5/dQ7z589n3bp12hmS5cuXM378eJ3j09LSuHLlChEREURHR+vkmmoyTZOSkoiOjtYLw66IJsfUzs5OW4B6eHjg4+ODv78/wcHB2oSAwsJC5syZw9q1a1mzZo22S0ttHPCVGRDuibOtld7MpTk44OvifFchobhM9H6/0yQkJFSbAWxpREdH6/z92muvsWnTJo4ePXrbVkeaKqKgNCOcnJzIz8/Xu8uUyWRMmzYNqEU22c395ihGrtw9oc/iv6s958eTNwy2GqxIUzAsaaguTLums7gZ+SV8fyKO8XcH8e3U7vx5IQkHhZyJPYKxkUtZuS9Ce+2Ks7ju7u6sWbOGp556iqeffppz584ZXGb28PDAw8OD3r17m/T8cnJyuHr1KhEREURFRWnzTFNSUrRZpunp6cTHx1NaWmrU0KRWq7l8+TL9+vXD09OThx+bRKztvSaNoSpGdfKnuFTJH+cT9fZpckw1sgm1Ws3BgwdZs2YNnTt35qWXXqrz498u6rv3u6eDtdncyDZmnnvuOfbu3Utubq5OYWnJYTCRkZF6265cucKqVavETGUlRGyQmbF//34GDBig/QKQyWQMGzaMbdu26R1rajbZxB5BTaI4qg1xGQUMWraf4ir6ntcUa7mUPbPvMYviu2LsFMDBVwfozOJWpM+He7mRVYhMKmFC9yAevSuQYHd7AM7eyGL53ut6M7mGYqeUSiXHjh2jZ8+ed9yIUVRUxPXr1zlx4gRPPvmkwWOcnJwI7tSbnF7PG9xfVaRSRRys5Zx4fRD7rqTy7Ob/DB6zY2Yf/GxVfP3116xYsYJr164BMGzYMH7//fcaPrs7g+YzJZNKTO79LpHAhLuDeOzuIMI8HSgsVXIpMYd3tl/kUlKuWX2mGjupqalMmDCB3bt3a7cFBgYSG1t3uVRT4+zZs3Ts2NHgvitXrtCyZcs7PKLGjZihNCNUKhULFizQuZtUKpVGfxirEyNXjPEwV0T3hKqpzSyuUqXmqyMxfHUkxugxVc3iymQyevXqVadx1xYbGxvatWun1VhqDEuBgYE899xzPPHEE/j4+FSZY2oqw9r5YGMlM2jU0TB0+AgSzh7W+UxLpdIGc8CfO3cOV1dXAgICjB5TU+c7wJKxHRjVyZ+fTsaz6UgMdgoZbf2ccHewBnLN1vneGPH09OTPP/9kyZIlzJ8/H7VaTXp6evUnmiGOjoYnUhwcHEQxaQDzrxgshLKyMrp168bp06cZOnQokyZNYuLEiTg7O3P//fdXe35V2WTmjuieUDWW2ANXEwQ/cOBAnn32WQYNGqRj5KltjmlFRnXyJ6ewlL2XU4wek5KYoLfcqFKp+Oabb9i8eTNWVlbY2Nhox6txw/v4+GjNSKGhobRs2bJe2n3ed999ZGRk8NZbb/HSSy/pSSZq43wf0d6Xh7oGMu3rE+y8mGzwGHNzvjd2pFIpc+fOpW/fvvTt21ebhWttXW66s5QJiNDQULZt28YLL7xATEyMVgYgOjUZxvzeARZIUVER7dq1IyIigscee4zNmzcDt/Rx1enkBDBjQAs8HKyFYckAljiLGxQURHZ2ttH9dc0x9XS0pmeYOz/+d4MSpWG5hQQ4sus3Zj3/LIcOHbq1XSKhY8eOeHh4kJ6eTlZWFjk5OcTGxnLt2rUq3fAVzUgODg64urri7u6Ol5cXfn5+BAYGEhISQrNmzWjevDk2Nrf606vValJSUigrK+O1115j3bp1fPHFFwwcOFB7TG2c71P7hHI6LpOdF5ORSMBGLqOwVP85mIvzvSnRq1cv9u/fT79+/fh04/cU+HYxKUe0hbf5FP33338/3bt359577+X8+fMAVc7QWzKioGxiqNVq5s6dy/Dhw+nfvz9ZWVm0bt2apKQkZsyYwfLly7XHPvzwww040qaHMCwZR8zi6lLXHNORHfyQSSVVLncHudvRtWM7Dhw4wNatW5k1axbp6emoVCqef/55pk6davTctLQ0rl+/TkREBLGxsVo3fEpKijboPisri6SkJEpKSoyaLiQSCXK5HBsbG2xtbbXOebVaTWRkJIMGDeKuu+5i0aJF9OzZs8bOdwdrOR0DXPj6WAyvDAlncq8QHKzlxGYU8OGfl9lx7pZZyRyc702R4DZduOetH1gZbYMsNsakHNG+zT3M6jvR09OTAwcO0KNHD65cuUJKivFVBUtGmHKaGMeOHaNHjx7Y2Njw3XffMXnyZLKysnjrrbdYsGBBQw/PbKjKsARqgt3tzd6wZAjRA/cWC367YNQBP6lHMH+cT+RCQg5wK8dUw2/P98bL0YaeH/6FoW9gmVTCpO7BOrNxOTk5vPXWWyxfvpz9+/eb7HQ3hbKyMu0MZ3R0NLGxscTHx5OcnExaWhqZmZlkZmaSkZFh9BpyGwf8X9xqcJ8xo1JbXyd2vNCXjPwSlCoVn/51jZyiMqb0DqGDvwtPbjrO/qup2uMN9X4X3D7q+nlfOLKtWeWI5uXl4e3tTXBwMBcvXrSYpX9TEQVlE2P69OmsW7dO2xoLYPny5SK9/zaSV1TKf1djOXDoCG8veBNHinhkzCjy8/NZvny5xYT+ajCl84kGzX5zm7GA2jngAcI87Nn7cn/WHohk0e+XjF7fkAMeoLS0VCdg/U5x9OhRbS9tjVnJ0dGRAQMGMGLECMocfVh81nBXG2MFZbcQV36YVm7AGr3yEKfjsgCwU8g48MoAItPyefiLIzrX2jGzj8Xqve8kdckRrcicIS3NKkf0vc+/5NMd/xE+YCxxFrT0bwqWW0o3Empyh1NUVMTmzZt1ApsdHBwYNmzYnRquRfLx4vd56623tH9nAKtXr0YikfDhhx9aXEFpag9cc4+dqo0DHiAyLZ+Q+TuM7q8ux7QhiklAZ3ayV69ePPfcc4wZM0Zr1DgVmwlna+Z8Lyot14/GZhRoi0mAghIlf11OYXQnf72blpJ6jPgSGEbkiOqjvZG+4YVDp2HEGpC7mPvSf3WIgrIB0P4Q11DcvG3bNnJzc3WulZ+fz4ABA7hy5Qq2trZ35glYGP369TO4vUePHvj6+t7h0TQeKsdORaXm0fXu7tzTpzc/f70GWyupSS0OmzKW5IDv3bs3ixcv5v7776d169Z6+2vjfE++2W4yzYB5Jz2vGIVcip2VTEcuUB8Oe4Fx4jIKeOu3C0D5TLEpWaJLH+rAQ10D9a4VkZLHwGX7efO3C/Rq5tFkCyu9FqLVfNw13weHI9MZtGy/2S39G0MUlHcQU5YKq7rDee+997THaZacAJo1a0ZpaakoKG8T/fv3Z9SoUfz6668624VapJxDhw6xcuVKLl++TEniVXb/cBX3375FrVZz6tQp2rRp09BDvG1YkgPe2dmZV155xej+2jjfU3KLSckp0nZeqoiXkw1FpUrySm4Vk5KbjyO4fWhyRAHc7BQmZ4kWlyqZW+lzkFtUCtCkc0TrsvSvvKk9tZQWoqKgvEPo3eFUM6NR+Q7n4TA1p0+fBsDe3p6RI0fywAMPMHToUNzc3G7r2AXlLf8qc/ToUbZv325Szqc5c+zYMb799ludbcXFxdjY2FhEvIZwwJdTW+f79nOJTOkdSp/mHhy8mWHpamfF4DbeHI5I1zEtBbnbWbTp4XZTMUcUTM8ShfKi0VhqQVPNERVL/zVDfDLvAPVxh/PNVQgYOpVPnxnGyJEjkcvF/3V3itLSUn788UeD+77++muLLyinT5/ORx99REJCgs724cOH4+Tk1ECjurOIHNNyatr7Pbe4jJX7rjOivS+rJnRh/cEocovKeKx7EFZSKUt2XtZeu2Lvd8HtoWKOKGBylqgGqQTsFHLyKkgUNDS1HNHaLP1XRC6V8McLfWnh7cii3y+x9kBkk1/6rw4hRrnN1OcdjqzzaEoD7xLF5B1GKpXSrVs3hgwZou028uijj3Lo0CE2bNjQwKNreGxtbbn33nv1tkdERFiULGBctyD2zL6HXmHly4IyadV9yDX7e4W5s2f2PU2+mASY0D1Ip5h+pm8Yc4aEM6lHMADD2vkyZ0g4c4aE42xbbi5KyyvhodWHOXQ9nSl9QpkzJJyk7CIeXXuES0m3NONKlZqJPZr+a9SYqWmOaEVsrWScXzCU8wuGcvqNwbw9si12iluuf02OaGUyMzNZvHgx99xzD6mpqXr7GwpDS//NPB24lJhbzZnlTO4Vgp+LrgxNs/RvrojK5DYSl1HAj//dYOHItvQMcyfA1ZbMglJOxWby0e6rRKXla4+Nfn+E0escuJbKpA3/Apj9HU5jRCaTsXv3bqB8mbtXvwHcN34qtgGtic4uI0ReZtHLcEqlkr179+ptP3PmDN999x3jxo1rgFE1DJbugK+t8z0us5BnN/9ndH91zndB3ckrLjPoXDaFlNxivvgngvMJOUglcE9LTx7vGUJrXyfGrT2qLVJj0wvILy7/vrx27RqffPIJGzZsoKio3JwVGxtbLy1Cq6OsrIz169czatQofHx89PbXZekfwN1ewax7W7D6nwheHhyu3d5Ul/5NxXJ/Be8Ar/18jqf6hNI1yJUd5xO5nJiLp6M1k3sGs31GHx5cdYiryXkAvPjdab3zOwQ4M6V3KAeu3XpjN2Vxc1NGUyD8dbmAwJd+YMHRYjhaHpFi6dlj58+f11vulkgkuLq6kp+fb+Qs86ayAz46PZ9Zs1/mn317Ob73dzq2bdXQQ7xtWJLz3ZyISc+vdSvRxTuv6Py97WwikWn5vDq0FcPb+bDtbHnHIzXw/LwFHNy2lYiICB1zKZR/b9wJ/v33X5599llmz57N66+/zksvvaRjaq3r0v/c+1oRmZbHz6fidQpKaHpL/zVBFJS3Cc0dTn6JkhfiT1FaIWdg+9kEds7qx/R7mjP7+9MABsXMPcLcUKnU/Hbm1o+1ud/hNDYMOfMrf+lZevZY+/bt+eeff1AoFEyZMoWLFy+Sk5ODg4NDQw+tUZCZmsT1//7j5O6fKM3M5N5+vWnevDmtWrVi06ZNDT28eseSnO/mRH3ne64/GMXLg8Pp3dxDW1ACbPnuB0oSIwB0ikmArl27AuWFpVQqRSaTYWVlhUKhwNraWtsCVNOL3tHREScnJ1xcXHBxccHNzQ03Nzc8PDzw9PTE29sbb29v7Ox03zs5OeUdrAoLC3njjTf4/PPPWbx4MY899hhSqbROS/8dA5wZ2yWAh784bDDywJxbiIqC8jahucM5GZupty86vYCrKXk09zL+g6uQSRnWzpdjURkk3cxq02DOdziNibo68y0le0wqldK3b18AXnp1PtNffZNzCbk4OSgtvhUZwL333su1a9e0f2dkZPDvv/+atRZaON+bHvWd71lcpiKzoAQXW4XO9t07/2DrqqWsXbsWlUqlU1Q+8cQTFBYWkpOTQ25uLvn5+RQUFFBYWEhRURGZmZmkpKRQWlqKUqnUK0irQlOkyuVynUkBtVpNYmIikyZNYvr06Tw64XFiXIdRvvZUcxaObMv2swmcjM0iwMVwlF/FpX9zwryeTSOiujscDwcF124udxtiQLgnzrZWBmcuzfkOp7EgssdMRzeo3xW/KcsZ/+VJQMgBAJ577jlmz56tt33MmDENMJo7h3C+Ny1qkyNaFfYKGW52CjLyby0VS4CuLYPot3Il8+fPZ/78+WzevBmJRIJarWbdunXIZIbbdxpDpVKRmZlJcnIyKSkppKWlkZaWRkZGBpmZmWRlZZGdnU1OTg55eXnk5+eTmJio1W1WJC8vj2+37cbr8eG1es4Pdw0g3NuJ6ZtPVnmcGohOzze7FqKioLwNVCduHt3JH19nWz7ebbxgGdXJn+JSJX+cTzS431zvcBoDInvMNOoa1G8pzJgxg3nz5lFcrKvB2rdvHy+//HIDjerOMK5bEL2bedS493uvMHeLe580NLXNEbWWS5FLJeSXKHW2z7y3BVKphP1Xbzm3K+aIBgYG8s033/Diiy8ya9Ysbty4UeNiEspXSNzd3XF3dze5icLy5cuZNWsWarVaO2s5efJkXnzxRYodfHlwVc1aiAI4WMt5dWg4aw5EkJitX6xWxhxbiIpq5DZQlbi5mac9b49qy38xmfyfkQwrB2s597by4u8rqeQU6ed5gfne4TQ0muyxDjd1MNW58wEkEphwdxCP3R1EmKcDhaVKLiXm8M72i1xKyjVLZ76QA5jOmTNn9IpJgO3bt3PgwAGtXMBcMcX5rlarIS+ViUO6MalHsNCHNxCVc0Sh+ixRZ1srdrzQl9/OJBCRWr7q1q+FJ/e28mLflRR2XUoGjOeI3nXXXRw6dOh2PzUdSkpKUKvVeHp6MmvWLKZNm6ZtXnEhIbtW13y6bxhWMinbziZql7o1r5OzrRUBLrYk5xZp/RTm2EJUFJS3AWN3Hp4O1myY3I3cojKmb/4PY7/Bw9r5YGMlM9p1oLrHEdQeTfbYs/2acVdw9e58gCVjOzCqkz8/nYxn05EY7BQy2vo54e5gDeSanTNfyAFqxsmT+stfPXv2pHfv3oSHhxs4wzwx5HwvKVMhl0KnZv6oSgrB/U0OZzXjRlAQ/fv3b+ghWxwTugex8Ui0zrZn+oYR4HrrZnhYO1+GtfMF4JdT8eQUlfLX5WT6NPdgbBd/ZBIJ0ekFLP7zMmsORGo7HTWmHNHHH3+cli1bMnToUBQKXY1nbZf+/V1scLFTsGf2PXr7ZgxozowBzRn+2QEuJuaYbQtRUVDeBgzdeThay9n4ZDecbK14+IsjpOQajyAY1cmfnMJS9l7WD4Gt7nEEtadi9ti6g1HM+q56d/6I9r481DWQaV+fYOfFZIPXNSdnvpAD1JypU6dy33334ebmhru7O8XFxezfvx8rK6uGHlqDYW8tp62fM4mJieXmjJJCAN5++20A+vfvLwrKBqByjihgUpboS9+fqXJ/Y8sR9fT05IEHHjC4r7ZL/18ejmZXpd8Ad3sF74/pwA8n4th9KZm4m9c01xai5veMGgGV73Cs5VLWTb6LUA97Jq4/xvUU42YcT0dreoa58+N/NyhRGp+BNNc7nIakYvaYqe78qX1COR2Xyc6LyUgkYCOXUViq1DvXHJz5NZUDLH2oAw91DdS7TkRKHgOX7QcsI6hfIpEQGFj+OjzzzDNs3LyFq6kFlJSpUMilFu2EHzhwIJcuXdLbrnm9BHeeWzmiKmrrdK5MU8sRrc3S/4WEHC4k5OhcR7P0fTUlT1tsmnMLUcv8FrvNVLzDkUpgxfjOdAly5emvT3AyNqvKc0d28EMmlVS73G2udzgNiSnZYxXd+Q7WcjoGuPD1sRheGRLO5F4hOFjLic0o4MM/L7Pj3C1DVVXO/GvXrnHt2jWGD6+ds/BOURs5QHGpkrmV8ghzi0q1/21ucgBjaPSDRz2H4fb0EEYsP6jdZ8lO+Ndff52JEyfqbd+2bRsJCQn4+fk1wKgsG2d5Ga6Re0gK0m+nWluaWo5obZb+cw30LzdEY1r6r29ERXKb0NzhvD68NYPb+LD7YjIutgpGd/LXOa5y4Tiqkx9J2UUcjUo3em1zvsNpKExpO1bZnR/sZodUKuGBDn4oVSo++OMSOUVlTOkdwvJxnckrLtNxOFZ25h8+fJjFixfz22+/AVBcXNxgy6BlZWUkJyfj7+9vcH9t5ABQXjBWdXNkTnIAQxh0wotgfC0TJkzg+eefJztb1wiRlZXF559/zqJFixpoZJZFbm4u27ZtY+vWrWzfvh21Wk2XSTak+/eq87WbYo5obZf+K3Mjq5CQ+Tu0fze2pf/6RojwbhMTugehVKlp4+sEwOA23nzyaCe9fxUJ87CnQ4AL284maIXMhjDnO5yGorq2Y4bc+XbW5REXbvYKnv76P745FstvZxJ4bN0xMgtKmDGguc411EBkai4///wzd999N71792bHjh2o1eXddxoy6HrLli0EBATwyCOPEBERobdfIwcAOBmbqVNMQtVh/VJJ+WyuMTRyAHNj6/FYBi3bz+HI8pvDmjrhtx43v9ekMtnZ2XrFpK2tLd9++y3z589voFFZDvv27WP06NG4u7szYcIEtm3bpv0+2rv8VT4Y0x5ruVT72TcVmVSCtVzKh2Pa83yl78GmwnsPtkdew+ddHU1t6b+miBnK24TmDmfC+mMmB/pGpuXr3M0YwtzvcBqKqhzzxtz5RaXl58RmFHA6Lkt7fEGJkr8upzC6k79e7l637j0pTrjV97asrHyZRK1W06JFC532Yra2ttjb22v/OTo6av85Ozvj7Oys13LM2dkZqbTm94lJSUlIJBJ++uknfv75Z5577jnefPNN3N3dgZrLATTYWsk4v2Aodgo5WQUl/HYmgQ/+vExBhcw6cwzqF05403BycuLjjz/G09OThQsXcv36dZo1a8b48eMbemgWwYIFC9i/f7/e9mHDhuHs7My4bs4WmyMqWojWHFFQ3kZuiZvrq/eA+d/hNBTGHPNVufOTb7bETMvTd+yn5xWjkEuxs5LpaGtCggK4mni1PHevEikpKZSVlaFUKrVtxQwdZwqaNmOafrhyuRwrKyudvrjW1tbY2tpiY2NDYmK53lOpLC/0li9fzurVqxkyZAgzX3qlxnIAgJTcYr74J4LzCTlIJXBPS08e7xlCa18nxq09qvO5MBTUn5CQwIYNG9ixYwebN28mLCysVq/FnUY44U1HIpFouwgNHjwYX19fnJycdGKFLN24dDv55ptv6NOnD7GxsTrfNY8++qj2v03JEZVQrusf0NKLiT2CzGbCY1y3IKIS0/jiSCKo9eUqNaEpLv3XFPEJvY2IO5ymg6Hsserc+Sm5xaTkFGldfxXxcrKhqFRJXsmtYlIC/LfvT7LTU3jzzTfZsGEDMpmMsrIyfHx8SEhIMDg2lUpFfn4+GRkZeu3ENC3FcnNzycvL07YWKygo0OmBW1xcTFFREaWlpRQUFJCdna1TvGoKSQ1qtZqSkhK2b9/Ozn8v4DdludHXzlhY/+KdV3SO23Y2kci0fF4d2orh7XzYdvaWaUkT1N/K24E///yT1atX8/vvv2t79d64caNJFJRxGQX8+N8NFo5sa1Iovga5VMIfL/Slhbcji36/xNoDkdp9luCEB8jBjrunLyFZ4U27BTv1CxYLNS7dTgICAggJCSEmJka7TS6XM3LkSL1jjeWImmvBn5eXx8qVK3l93jzsOwzB9/4XUKqrl65UxNJaiJrXO6ARMq5bEGl5xfUyY2EJdzgNReXsMVPd+dvPJTKldyh9mntw8KZpxdXOisFtvDkcka6jhdU48+39/Fi3bh2zZ8/m1Vdf5ffff8fBQV97qEEqlWqXuoODg+vtOVdk1qxZrFy5krKyMmQyGUqlkjZt2jB+/HjCew3lld2GM1FNDevXsP5gFC8PDqd3cw+dghJg7MOPEnl8L6WlpdrevhqcnJzq/BzvBK/9fI6n+oTSNcg0F7yGyb1C8LsZMVIZc3fC6xiXnFuhNPAesmTjUn2ye/dufvvtN5YuXYq1tTXDhg1j//79dO/eneTkZKKjoxk8eDAuLi5VXkeTI2qOZGRksHz5cpYtW6bV97ZWZPB/L/W3yKX/miAKyjvAjAEt8HCw1raqq9EdjgTkMqnF3OE0JBWzx/43oo1J7vyV+64zor0vqyZ0Yf3BKHKLynisexBWUilLdl7WHm/Imd+2bVt27NjBgQMHtDNxDUVhYSFlZWVIJBJGjBjB3Llz6dWr3OF5ISEbDBSUNQnr11BcpiKzoAQXW4XevoS4WEpLyyOFKi/1d+7cGYlEgpWVFba2tjg6OuLq6oqHhwc+Pj4EBgYSEhJC8+bNCQ8PJyAgoFZa0qp48sknKS0tZenSpfj4+Ojt1zjh80uUvBBvmgseysOPZ93bgtX/RPDyYP3OOebshNdr4VnNV6Mlt/CsDxYuXMihQ4eIiIhAqVSya9cu+vbty/79+0lISGD8+PG8+OKLDT3MBkGlUjF//nw+++wzSkpKdL6Tn3zySYte+jcVibq2Ii1BjTEYIWIEmaT8y1V54zw7Fz1JmyARE3S7uZacy+BP/gFg69M96BHmbvTYiuapQFdbXh/ehl7N3bGSSjkZm8mHOy9z9oaue3XP7H6N9gvmjz/+YOfOnTz33HO0bNlSZ19+cZneEqS1XMpXU+6mvb8zE9cfqzZfVYO9Qsa5t4ay9Xgsr/1yXrtdApx7awjbf/k/ZsyYQUZGhraolEgkTJw4kaSkJFJTU8nMzCQnJ4fCwkK9L/6KyGQyFAoF9vb2ODk54ebmhpeXF35+fgQGBhIWFkaLFi0IDw+vdkYGwM3NjczMTBwcHPjggw949tlnkclk2v0LfrugF4ZckW0z+gDwwIqDOtsXj+1AS28HZmw5xcFX79Vb8obyG5JJ3YObdDB+ZepiXKrInCEtzdq4VF8kJibi7++vc7PWu3dv/vnnn3q/+WqKpKWlERQURGFhod6+f//9l27duultt4Sl/5pguc+8AajpHc7378/k0tG/6bPjQ3777Tf69OnTUEO3CCpmj41be9Tk8+IyC3l2839G9zcFZ/6wYcMYNmyYwX21kQNYy6XIpRLyS3S1mTPvbYFUKtHJ54Ty97yDjRXjxo1j2LBh/O9//+Pzzz9HrVbj7u7OV199ZXTsZWVlREREcOXKFSIjI4mJieHGjRskJyeTlpZGVlYWqampxMXFaWdADWFlZYWNjQ0ODg44Ozvj4eGBt7c3/v7+BAYGkpVV/jzz8vKYMWMGa9euZe3atdofmuqc8IZc8B1vdh16+IvDVTYPNjcnvDAu1Q81KWh++uknvW0ODg6UlpZibW19u4faqMnPz8fd3Z1jx44xYsQI4uLitPvkcjkdOnQweJ45L/3XBlFQNgCmipsLD3Xj0tG/yczMpF+/frz66qu8/fbbes3sBfWHcOYbpqZyAE8Ha3a80JffziQQkVpeRPVr4cm9rbzYdyWFXZdu9bytLAdwdnZm+fLlPPnkk0ybNg03N7cqxyaXywkPDyc8XH+52BA5OTlcuXKFq1evEhUVRWxsLAkJCaSkpJCRkUFOTg6xsbFcu3ZNz6xUkTNnznD33Xfj7+/P2HETiLXqZ/RYQy54gIUj27L9bAInY7O0bdqMUdkJX1RUxPfff8/q1at55JFHmsxSZU1beI7rFsiDnfwJ83TAyVZOSk4xRyPT+fSva9zIKp9NshTjEtzquvT3lRRiMwxMSBgxL23dulVPSrJz505mzZrF6tWr78zgGyEFBQX4+fnRr18/Nm3apLe/devWFl9wm4ooKBuYqu5wHBwckEql2viYxYsXs2PHDrZu3UrbtuYxU9HYEM58w1RsRVYxrH9wG2+9Y385HU9OUSl/XU6mT3MPxnbxRyaREJ1ewOI/L7PmQKSOWclYUH+XLl04fvx4vT8XJycnunXrZnAJqzIqlYqEhAR27tzJ1KlTDR5TWFjI/hMXUPc0XFAac8E/3DWAcG8npm8+adK4NU54m8I0Vq9ezdq1a7Wmgab0fVDTFp5t/ZyJyyxg96VksgtLCXSzY3y3QO5t5cWwzw6Qklts9sYlME0yZcy8ZFWSw8GDFdp93jS9denSpdG3fL3dnD59mpycHHbs2EFgYCAFBQW88MILeHt787///U+sDNYAUVA2YmxtbZFUyL1Sq9WcP3+e4cOHc/XqVXHXdJsQznx9aioHyCkq46Xvz1R7XGOXA0ilUgICArSRRZobvDZt2vDcc88xYcIEXFxcOBWbyYOrDuudb8wF72At59Wh4aw5EEFidpHJ47lnwEDSr/6n44KXyWSUlpaSk5PT4G74xMREoqOj6dmzp8H9tWnh+cav5/Wus+tCEttn9mVslwBW7Y8wa+MSGDAv1bDrkv3l37X7OnXqxIQJE3jooYcICQm5bWNuKpw4cUL7uS4oKEAikdC9e3cee+wxRo4cKfrJ1wBRUDZibG1t9QwHEomE2NhYDh48yMCBAxtoZOaPxpn/+k9nUKlBLTFdtG6u2WOWLAdwdXXF09OTkSNH8swzz9CtWzedmz1DwfhVueCf7huGlUzKtrOJ2qVuH+fyPFNnWysCXGxJzi3Sa3GZk5UB6LrglUolmzZt0i7XacxINjY22NnZ4eTkpO2m5OXlhY+PD35+fgQFBRESEkJYWFiVsVU14YMPPuCzzz5jxIgRfPrppzRr1kxnv6aFp1Kl5mRspt75VbXwrIhmqdvJ5tZPmKaFpzkZl6A+ui6pKG5+H+FjZOxYPFPv/xNL58SJEzp/q9VqJkyYQFJSEi+99FIDjappIgrKRoydnZ2e5kXzd0FB1Z1LBHWn6MJeYlfPp9tzH5Ggcrb47DFLlgN06tSJlBTDWZygH4xfXSi+v4sNLnYK9sy+R+9aMwY0Z8aA5gz/7AAXE3O02yXAv3/t4JXZL7Bnzx6dc0aMGIGfnx8pKSmkp6drnfCaQPzS0lJtm09jVCxENc54FxcX3N3d8fLy0hqUKhaidna6/98lJycjkUjYuXMnrVu3Zt68ecybN097XG1beAK42Fkhk0jwc7HlhXvLXd2HItK1+83NuAT1ZV4qv/EpajmYExlWWEo9aaph6dChQzoTN1KpFFtbWzw9Pe/kcM0CUVA2Yrp27Yq9vT35+frdNQxFGwjqh+LiYt555x0WLVoEwO+vDCe1WCayxxByAGNUdMKb4oL/8nA0uy4m62xzt1fw/pgO/HAijt2Xkomr1O4yyN2OTu1as2vXLn777TdmzJhBfHw8arWaKVOmMGbMmGrHWVBQQFRUFNHR0VozUmJiorYQzcrKIjc3l/z8fNLT0ykpKanSmAS3ClFbW1vy8/NRq9Xa4vWdd95h2bJlPPXUUzz+1DO1auGp4di8gVhblcc0ZeSX8NZvF7TNBDQYauGZnp7Ohg0bSE1NZfHixdW+Ro0FU7suSSQwtnMAQ9v60NbPCRc7K+IyCtl2NoG1ByIpLrtVLJm7eammhqXc3FwiI29FdLm6uvLqq68yffp0nJ2Fe7umiBzKRs67777Lm2++iUQi0bmL+vLLL3niiScabmBmyokTJ5g0aRKXL5eHkkulUr0fVJE9dkvTVapUVdsdpyLmKgeAWzmUrw9vzZTeoey+mMyOc4l6x2lC8SsT4GLLwbmm51AWFhayZMkSVqxYwT///EOrVq3q9wlVIC8vj+joaKKiooiLiyM+Pp6kpCStMz4rK4ucnBwSEhKM5oJaeYVW28Lz5+d6cy05j4e/OKz3vuoZ5o61XEozLwce7OTPjnOJrNofoXedHTP70NbPmePHj7NixQq2bNlCaWkpNjY2TepGfNL6YzzWPchg1yU7hVxrXLJTyLi48D5Oxmby16UU0vOL6RLkytguAfwblcH4dbc0zxrNsrmZl2qU8Xxzf9/mHjhd/Z2Vi9/GxsaGJUuWMGXKFL1Zd4HpiIKyCXDo0CEee+wx4uLitEveK1euZPr06Q08MvMhNzeXZs2akZaWplNEurq6kpGR0cCja5zEpufT/9UvUHmF1+hL3BzlAHArGL8mofgVqaqghMYdjK/B399f25Ne09novvvuY8SIEVj5tGDhEcMzlJ4O1vz4bE/kMikPrjxUbdelIDc7dr3Yj/f+uMRXR2J09rWO286Zvb+SmJioNVsAeHt7k5SUVA/Psu5cuHABf39/o4H6mvdSlyBXzsVn6WhpQ9zt2DmrH7+fT2L296exkklo7++ip0l94d7mvDQ4nAnrjupIA6BpvJdMpaJhqaZd6MpKi3GL/Iuj334sTK71gGVNqzRRevfuzfnz55k9ezbr168H4Nw5XR2bmDWrG+vWrSM1tTxsu+KMZEO7ZhsrhYWFPDZqKFGHDnHfo0/S/bGXLV4OoHHCT1h/rFbGpRtZhQaLzcbuhK9IXl659jEkJISZM2fyxBNPaHNELyRkw5GDeufUpoVnbEYBFxJyGN3JX6+g/Gv3TkpTymeGK86WJicnY2VlpQ2wt7e3x8HBARcXF20bTy8vL3x9fbXdlEJCQvDz86vXTjIqlYpu3bphbW3NkiVLePLJJ3U6LsEt85IpxqVSpWGD084Lybw0OJzmXo46BaU5mZfqZFhSg0SuILPlcNYejhXdluoBUXE0ERwdHVm3bh39+/dn0qRJ/P3337UOuBXo079/f4PbRUsyXRYtWsT58+c5ffq0VhYwvHdnZpoQ1G8JWLITHuCLL77Azc2NQYMG6X12KhuXoHrzUlXYWElRyHQfQwLs/PEb5r78ol6GqaurK61atSIrK4u8vDytYen69esolUo9A6TOdSUS5HK5Vitqb2+Po6Oj1j2v6ark6+urNS6Fhobi5uamkwYA5ashhYWFFBYW8vTTT7NixQpWrVqlE7VUm65LlfF0LJ9xyywo0dluLual+jQsWXK3pfrEcr7pzYSJEyeSmFvK0v03GPzJPzUOuDXHpcb6oKSkxOD26Oho8vLy6i1WpanzzTffaAtJDRXbGVp6KzJLdsIDjBs3zui+2rTwlEkl2Ctk5BTpOtQ7BjgT7u3Ir2cSdLYHudsxoG8vjh07xvbt25kxY4ZWKnTPPffw888/Gx1fSUkJN27cIDo6mhs3bujoRCs653Nzc8nKyiI5OZnS0tJqTUtSqRS5XI61tTV2dnZ6nc7Onj1Lr1696N69OwsXLqRNxy5VmpeqMi5VZFq/MHKKStl3RT+dwJB56cSJE2zYsIHRo0czZMiQKq/d0NS021LHAGce6hpIp0AXWvk4YiWT6q0GmLth6U4gCsomxtbjsaxL8ME+zAuVuuYBtwtHtmWcuAvTQ9NxRINUKkUqlTJq1ChRTN7k66+/1ismAZYuXco999xD165dG2BUjQ/hhDdOTVt42itkHJk3kO1nE7makkthiZJwH0ce7hpAbnEZy/de0x5fsYWnRCLhgQceYPDgwXz88ce88847BAcHVzk2hUJBWFiYNsS+JuTl5RETE0NsbCxxcXEkJiaSlJREamoqGRkZOjFO6em6ekbNzOixY8e47777sPFtjvfkTww+jrGuS5V5rn8z+rbw5H+/nNMrxuFW16VmbtZ8//33fPrpp5w8eVL7OjT2grKm3ZYGhHvx6F2BXE7KITajgGae+t/pltBt6XYjCsomRN0DbtXM++kcaXnFQi9SiZycHJ2/J02axLJly3B1dW2gETU+/vjjD4PbExMT2bdvnygoK6AJxq+VWcCMnfA1beFZWKrkuxNx9AxzZ1h7H2zkMlJyi/jtTAIr9l7XBpyD4RaeNjY2vPbaazz//PN6M4P1iYODA23btjWpBeZff/3FoEGDgFudl5ydnRkyZAhjx44lR+HOon/1daTGui5V5v72vswZHM7W47F8cyzW6Dgef2IKlw7+oeN8l8lkWs1rQ5GQkMDp06e57777DEqOatNt6ZtjMazaH0FxmYqFI9saLCjNvdvSnUAUlE2E+tGLlGOpepGq9H3/93//B5SHyf/www8W39/WEJs3byYuLk6nJzBAv379REcJA4zrFkTvZh5M+ux3oottLT4YH2rewrNUqebt7RerPa4641JjyhTMysrS/nf37t154YUXGDNmjLbgvZCQDf/qfsZMNS71ae7BR490ZO+VFF7/Rb9lZUXOnTlFaaUYJaVSyYIFC1i0aBHW1tbY2tri4OCAk5MTrq6uet2WAgICCA4OJjQ0FBsbm1q8Gvp8+umnLF68mG7durFq1Sq9G9XadFtKyzMsaaqMORmWGgJRUDYBNHqRFl4OvDioJe39nfF0sKawVMm1lFzW/BPJX5cNd/GQSyX88UJfWng76sSRWIpexBTj0j0tPTh6KQZXV1euX7/e4HfojRWJREJAQID2b7lcjkqlom/fvnrGA0E5DpJijrw/gWade/PIa8st3gkPwrjUt29f3nrrLcaMGUOHDh309te065KGToEufDGxK+duZPP8tyerfH0lwJuzp7Pk/XfJzc3VMSS1bt0aa2trcnJyyMvLIy0tjfj4eEpLS41mjGrQhNxbW1trXfTOzs64ubnh7u6uNS5VbP1Z2UWfmpqKVCrl5MmTdOvWjaeeeor33ntP27mmLt2WqsNcDEsNhSgomwAavYi/qy0O1jL+7+QNknOKsLWScV87H9ZP7sb8n86y5Xic3rmTe4Xgd7NXcEXMXS9iStCtxri0+Vgs6mGv08/bmnxssPRysqqZ3NOnTwPleYP79+/HyclJaEwrkZeXx4kTJwgODqZ3796UlJTgqM5ngXDCA8K45OXlxYIFC4zur2nXJYBmng5smNyNG5mFTNl0XKc7jiGC3O3435xXmPX8s7z99tt88sknqNVqlEolS5cuZdiwYQbPU6vVZGRkEBUVRWxsLPHx8SQkJJCcnExaWhrp6elkZ2druy1lZmYSERFRIxd9SUmJTuG6fv16Nm3axLBhw3j+xZfr1G3JFAwZlgSmIV6xRk5Fvci+K6nsu5Kqs3/TkWi2z+jD1D5hegWlu72CWfe2YPU/Ebw8OFxnnznrRSoG3YIJxqWbu8+lllisccmUmdz+4Z5kqmxwdnbm8uXLopA0wg8//MCUKVOQSCTaH9HAwEDtfkt3woMwLlWHxrz0+vDWJhmXvppyN862Vqz5J4J7W+nqUWMz8nUK0YrmJUdHR5YsWcLUqVOZMWMGe/bsISjI+GspkUhwd3fH3d2du+66q0bPqaysTOuir9xtKT09nYyMDHJycoiKitI5T61WU1paym+//cYfR89V223JFNNSVWgMS5b+Ga0NoqBs5FTUixhCpYaE7CI6Bui/+efe14rItDx+PhWvV1CCeepFhHGpZtRkJvebozHYjHmXuzxkZJZIEeWkYVJSyuUnFWdk/vzzT7755hsmTpzYUMNqdAjjknE05iVTjEuudgr8b65CzRvWWu+YH/+L0ykoDZmXwsPD2bVrF0lJSfj6+tbjM7mFXC4nJCSEkJCQKo9r1aoVV65c0cpobG1tmThxImPGjKHA1ovZfyQYPM9U05IplFQzwyswjCgoGzmG9CK2VjJsrKQ42lgxuLU3/Vt6sr1Sz+CON/O5Hv7isG6ScAXMTS8ijEs1o7YzuZcyVBY7k1sdZ86c4a233tLbnp+fz9SpUxk7diy2tvoSFEtFY1zS3NRIUKPGuB7XEoxLULOuS8Y6LBmiKvOSRCK5bcVkTcjPL8+PbNmyJbNmzWLixIk4OpaP90JCNqBfUNam21JVKOSioUVtEAVlIyavuMygXuR/I1ozoXt5pppSpebPC0m8+auuo2/hyLZsP5vAydgsAgxoKDUY0ov8+++/fPbZZ/z+++/8999/hIaG1tMzun3EZRTw9dEYPn+sS7WmpXHdAnmwkz9hng442cpJySnmaGQ6n/51TSeGxJyNS2Im9/ZQUlKCo6MjxcX6P2h//PGHKCYNEOhmxzsDvWn12jgGP7uQHMdAizcugeWalzZs2IBCoaBfv356Zr/67rZkCMnNxxHUHFFQNmJi0vMNTi5uOBTF7+cS8XayYUQHX2QSic4d1cNdAwj3dmL65pPVPoZGL9Lc3Ybvv/+eZcuWcerUKW0+WsWIi8bMaz+fw8fJxiTTUls/Z+IyC9h9KZnswlIC3ewY3y2Qe1t5MeyzA9q7W3M1LomZ3NtHt27diIyMNNgDvlu3bg0wosZPdnY2d999N8WpqTzV2YnRowdYvHEJLNe8NHjwYKP7atNtqaYEudtZ3HutvhCvWiPGmI4jIjWfiNTyZYGfTsXz1ZS7Wfd4N0avPISDtZxXh4az5kAEidlFJj3Og2MfJvL4Xp0WYhqX3cGDBykoKCAgIAB/f3/k8jv7likoKKBv374MHTqU1157zaARpKJxqXJ8kiHT0hu/6uez7bqQxPaZfRnbJYBV+yMA8zQu1SSCSiKBsZ0DGNrWh7Z+TrjYWRGXUci2swmsPRCpdZKa80xubXB0dNTekHl7ezN16lSSk5OxsxOvT0W+/PJLLl26xLZt20hN1TUbCuNSOcK8pE9Nuy0B+LvY8mDn8n0d/MvfVzMGNAcgPquQn0+VH1fRsCSoOaKgbMSYquP441wi74/pQJiHPaM6+WMlk7LtbKJ2qdvHuTxw1tnWigAXW5Jzi3Q6CyQnxhvtR/vCCy/obZPJZFhZWWmDb+3s7LR5Y87Ozri7u+Pp6Ymnpyc+Pj74+/sTEBBAYGBgjX9Ub9y4wcmTJzl58iTr1q3jo48+YsKECTq5ZVUZl6oyLek8zs2lbicb3Y+EuRmXahJBZWslY+nDHTkZm8nmY7Gk5xfTJciV2YNa0ruZB+PXlQdTm+tMrikYmkmztZKiVqtRKBScOnWqUejSGiMrVqzQtvvTcO7cOUaPHt0wA2qkCPOSLjXttgQQ6GrLnCG6xlTN30cj07UFpSHDksB0REHZiDGkFzGEjZUMAEcbOf4uNrjYKdgz+x6942YMaM6MAc0Z/tkBLiaWtxqUAPGXT7Nvz05mzpxJTEyMjjt13bp1pKSkkJqaSlpaGhkZGWRlZZGTk0Nubi4FBQXa4NuysjKjhWlFpFKpNnNMU5Da29vj5OSEi4uLNgTXy8tLpy1YWloajz/+OMuXL2fFihXcfffdgL5xyRTTEoCLnRUyiQQ/F1teuLdcB3goQrfPriHjUnR0NMuWLWPDhg18+eWXPPTQQ9U+58ZATSOoSpUqxqw6rNONYuvxOG5kFvDS4HB6N3PnUES6Wc7kVkV1EUuedhJcBj7NpzMeEsWkEW7cuMHVq/qzbm+++SbFxcW8++67DTCqxovGvPTqD6c4Ep2FTHLLJGcIczYv1bTbEsDRqIxqjUvVdVsSVI8oKBsxlfUi7vYK0vN1W0jJpRLGdAmgsETJtZQ8vjwcza6LyTrHuNsreH9MB344EcfuS8nEVTD6BLnb4WBjxf3338+QIUP47LPPeOuttygoKMDW1pannnqqxuMuLi4mPj6euLg4EhIStFljqamppKenk5mZqS1I8/Pzyc7OJiUlhdLS0ioDcDXbjx8/Tvfu3XF3d6fvgEHENp+kc5wppiWAY/MGYn2zGM/IL+Gt3y5w8GbBVRGNceny+TMsXryYH374AalUilKp1EbENAZycnJ48cUXmThxIvfee6/e/ppGUJUqDbc223khmZcGh9Pcy1FbgJvbTK4hTI1YSilQ43zXA7xxtIRdacfM7ge9Pli0aBF5eYbNE35+fnd4NE2DQDc7AiN+5f82bOWFz37geEKBxZqXLNWw1NgRBWUjp6Je5L0H2+NgLeff6AySsovwdLRmdCd/mns58M6OixSUKLmQkMOFhByda2iWvq+m5OkUm5X1IgqFgjlz5jBp0iRef/11cnNzazVma2trwsLCCAsLq9X5KpWKpKQk4uLi+OGHH/joo4+0+zRh0dbW1rRq1Qo772C9GdzqTEsanth4HGu5lGZeDjzYyR87hczgeNRAUNuuZESc1T6+ZiZ2//79yOVynJ2dcXFx0f5zd3fHxcXljmpOT548yZdffsmXX37JkCFDWLp0Ke3b3/qCrG0EVWU8Ha0ByCy4dXNjbhFUlalpxJIm+uZwZLqIWDLAO++8Q0pKCj/99JPOdj8/P5577rkGGlXj5tChQyxZsgSpVMrSx8rlJZZqXrJUw1Jjx/zfeU2cinqR7WcTeOSuQCZ2D8LFTkF+cRnn4rP54M9L7LlU85kyY3oRb29v1q1bV9eh1xqpVIqfnx9+fn6cPXsWKNdtqlQqRo4cyaxZs+jfvz8SiYRTsZkcWnVY5/yqTEsVORJZPru272oquy8ms+vFfuSXlPHVkRi9MeUVlBucKs+efv/993z//fdVPh+JRIJEIkEmk2n/WVlZaf9ZW1tjbW2NjY0NNjY2WhmARgrg6OiIg4MDjo6OODs74+TkhJOTE25ubri4uODq6oq7u7uOPGDv3r107NiRyZMn88477+Di6VPrCKrKTOsXRk5RKfuu6L7njLUsU6vVXLx4kdDQ0CZpTBERS/WPh4cHTz/9tE5B6eLigo+PTwOOqvFRWlrK3LlzsbW1ZenSpdrtarUaiURi0eYlYVhqfIiCspFTUS+y7Wwi285WPXtkCEPBt01FL6IpLCdNmsT06dMJDg7W2W+KcamiaSkyLd/gMbEZBVxIyGF0J3+DBeWmL9fz2cJXOXLkiE5LvXfffZd27dppdaWapXzNcn5eXh4FBQUUFhZSUFBAUVERxcXFFBUVUVJSQklJCfn5+ZSVlWk1qCqVSqeXbW0oKysDYOPGjWzcuJHQLn1RD5mrd5yps7kanuvfjL4tPPnfL+fIKSrT2Ve5ZVlaWhpff/01q1ev5urVq3z66acGTV6NGRGxdPuo2I5y8+bNjBs3rgFH0zhJSkpi2bJlOttUKhUJCQn4+/sbOctyEIalxoUoKJsAlqwXGTFiBPHx8Ub3m2JcqmhaqgobKykKmX4xJQEe6N+DR4cc4rfffuPll18mIqI8Wqh79+4MGjSouqdRa0pKSsjIyCAzM5PMzEyysrJ0iteKWtTz589z7NgxvWvIZDLsHZ0xJGAwdTYX4P72vswZHM7W47F8cyzW4HhT0zPZdf4Y69ev56efftLRxNrY2NT+hWgAahKxBOXdqR7qGkinQBda+ThiJZPq3chZasSSoaVZTVTQc889x2OPPdbAI2ycnDhxwuD28PBw9uzZQ48ePe7wiBoflbstoVaBxPhNsTkblhoaUVA2AYRexDgVjUummJZkUgn2Cpne7FrHAGfCvR359Yx+W6+KQbejRo1ixIgRrF+/no0bN9KmTZvb9+Qo17X6+PiYtBS4du1ajh07hkwmQ6lU0rZtW+bNm8ejjz7K1dQCRiw/WO01jM3m9mnuwUePdGTvlRRe/8X4kviQQfdSmhJlcN+GDRs4d+4cISEhtGjRgtatWxMaGnrHs01NpSYRS1Cud370rkAuJ+UQm1FAM0/9zFRLiliqzg3vICkiaPTLvPDGGw01xEaNSqUyaopUq9W4ubnd4RE1XgLd7Fj5SBt8W3Wh88MzkQa0t1jDUkPSOL/JBXoIvYhxNMYlU0xLTjZyjswbyPaziVxNyaWwREm4jyMPdw0gt7iM5Xuv6VzbUNCtXC5n2rRpTJs27U4+zWrRzAD279+fuXPnMmjQIG3rstpEUGnoFOjCFxO7cu5GNs9/e7LKmfJXpz/J559+bLDD0rFjxwzOoEqlUqytrbG3t9camjT5pRWLz2bNmtVb8blp0ybef/99lixZwgMPPKC3v6YRSwDfHIth1f4IistULBzZ1mBBaQkRS6a64XPVNshbD2Dopwfp29xDzBZVQiqVsnPnTkaOHElSUpLOvmnTptGyZcsGGlnjo6CggC5dupCfcJ0OpVf4fM4LFmtYakjEq9uEEHoRw2iMS6aYlgpLlXx3Io6eYe4Ma++DjVxGSm4Rv51JYMXe6zq9vKFpBd2OHz+egQMHGoxdqU0EFUAzTwc2TO7GjcxCpmw6ru2OY4hgdzvenfMGC994jTVr1vDqq69SWFiodcRHRERgY2PDpUuXuHr1KlFRUcTGxpKYmEhqaipZWVkkJSURHR2t1YBWRlN82tnZGSw+mzdvTuvWrWnRokWVxeeRI0e4cuUKI0eOZNSoUaxYsYKAgADt/ppGLAGk5ZUYPLYy5hyxVFM3vCZLUbjhDdOtWzeGDh3Kpk2bgPIVCxDRShpWr17NwoULkUqlJCSUry5pXhtLNiw1FKKgbGJU1otYcsCtBo1x6ffzSdWalkqVat7eftGk6zYV45IGuVxe5Q9NTSOo7BUyvppyN862Vqz5J4J7W+l2oojNyNf2zq04kyuTyZg+fToPPvggs2fPZuvWrQD4+vpia2uLn58fAwcOrPb5JCUlcfHiRa5du0ZkZKRO8ZmZmUlKSgoxMTFVFp8KhQJ7e3ttBydvb28CAgL4559/tMdt376dXbt2sWjRImbOnIlcLq+3iCVDmGvEknDD3x408W0ODg6cOnWKkJCQRisTudNoco4r8uOPP/LQQw8RHh5u5CzB7UKiNpYiLWj0XEvO5ZklX3O9wBq5s49F60XiMgoYtGx/lTNoNcVaLmXP7HvMpgi/lpzL4E/KC6kHOvjyyF2BtPJx1JnN3XQkWjubG+Biy8G5+gHpGn78L445P57V/r1ndj+D77M9e/Zw7tw5Zs+eXc/P6BYpKSlcvHiRq1evGiw+c3NzKSwsNFp8apDL5Yx+6FGOh4zX27dodDu9iKX5P53V0+MCLBzZlsk9Q4x255AA5xcM1VmCi46OZu3atWRnZ7NixYoaPPuGZ+vx2HrVeH84pr3ZraSYgqFl2rGj7mfXrl1cunRJFEkVyMrKokuXLkRF6Wu23dzcSE1N1WnRK7j9iNucJoxdWQ77P56BnZ0dyelZFq0XEcal6qlpBJWhuClDVDeTO2jQoNvqhAfw8vLCy8uL/v37V3tsWloabdq00bqMK6JQKIhMzYUQ/fNqGrFUFZqIpVbeDvz+++98/vnn7Nq1C7VajYODQ5MqKGvqhodyKcWb97fmrmA3SpUq9l5J4d0dl8i4KcOwJDd8deYlScvHuKfdSKQuYpm7Ilu2bDFYTAJ89NFHophsAMQMZRNk586dyGQyZs6cyeXLl7GysqK4uFhrwLBk6rLsVpFXhoTz/IDm9TCixoWYyS3H1taWoqLysPqAgACmTZvGE088QUBAAKdiM3mwUli+Ib6acjdONlYGI5aqm6EEcDyymoh//6KwsFAn2zQwMJDYWMOxTI2RSeuPcTgynb4tPHiyVwgnY7N03PDdQ9113PA+TjbsmNmH3OIyNh6Oxk4h45m+YSRkFTJq5SFKlWrtTYo5u+FNMS9p0EibhHnpFiUlJWzcuFHPHCmVSikpKUEmM9z5THD7sJwpLDNBrVYzcuRISkpuGQBKS0v5v//7P0aPHm3x2hphXKoaMZNb/hm666678PX15emnn2bgwIE6sxmmzjqaEphfFVcuXaD0Znejivf1cf/P3nmHN1W2YfyX0aZN996LAmXvKXvJcoCAKAgoCCIgshRFkKG4EEUQxIGAiggOFMEPFFmyN5QN3XvvnfH9ERKSJp0UWtLzuy4u7Tknp+9JM57zvs993zExujQlKysrbG1tcXBwwMnJCTc3N50Iyd/fnwYNGtCwYUPc3d3vy4zMtm3bWLx4Me+99x7Dhw83ummtjhp+ep+GyC2lPP75EeKzNEX9xZhMtrzYhZHtfNl6Osbs1fCCeOnesbS0ZPLkybz88su6IIjmzZuTnZ2NQqEQCspaoH5XHw8hIpEIOzs70tLSDLaPGjWKGTNmsGbNmloaWd2htHBJrVIiEpf94VIfhEv61HcLKpFIxH///Vfm/nuxWKr0GICrJw/xxrzZ/PrrrwYzlF5eXjRp0oT09HQyMzPJzc0lPT2dGzdu6BTzptCKkKytrbG1tcXR0RFnZ2ddEerr60tAQAANGjSgUaNGODk5VTjOkydPcuPGDUaMGEH//v1Zt24djRrdFcxURw0/qLkn/15P0hWTAEfD0ghLyWVoK29d4WmuanhBvFRzaGNtAX7//XeefPLJWh5R/UYoKB8yvvrqK6NiEjRvrNGjR9fCiOomfs5yvh3fDreGrbBtPYjgnk8IRrd6CDO5ZVNdi6Wq4O8ip2GgH7/88gsHDx7kpZde4tatW6jVagYOHMjGjRvLfGxqaiphYWGEh4cTFRVFXFycToCUnp5OVlYWubm5pKSkUFxcXG6Mp0QiQSaTYW1trcuKd3Fxwd3dHS8vLw4fPoxYLEalUnHgwAGaNWvG66+/zltvvYVcLq+yGt7DXoabnYzQuCyjsVyMzaRPyF3P1/LU8AqFgszMTFxdXSt8rusSQpRn9TElWCrKywZgzJgxQjFZBxAKyoeMhIQE3Qe8Pr6+vnTv3r2WRlW3OHHiBC4uLixbtoys6OuoMuI4tPNTwei2FKVncsVAeZ2V9Wkmt6oWSwA+jtYMb6vJV27lo5mRm3GnDzcus4Ad5zURoqXN8nv37s3ly5dZvXo1b7/9doWG1a6urri6utK5c+X6C1UqFUlJSboiNDo6mri4OBITE3VFaHZ2NhkZGSQkJFBSUmKyCNXOjr733nu8//779Ow7gKiOr6C5NbvLwqFNjdTwb/+hSVdyt9OY7yfnFBmdPzm7CCe5JZYSMcVKze+PTssnr0ihe58mJSXxzTffsHbtWrKzs8nMzHxo2nxi0vP55WwsS59oTtcGLvg6WZORX8L56AxW/nOTiFJtE+O7BjC+SyB+ztZk5JWwKzSelX/fpKDk7iy1uYuXKhIsedpJ8Rs2hxlvTautIQroIYhyHkIuX75My5Z3c7hFIhFOTk4mZy7rGyqVCisrK0pKSnTbxGIxCQkJuLu7l/PI+s2tpByGzHwfsV9Lii3s6/1MblUtlgC6BDnz05SuJs93IjyNZ74+ofu5LIulwsJCpFJprRdJKpWKmJgY+vXrp8ut18fBwYF2fZ8gPMR4VSTYzQZPeyudGr5EoWbhH6Gk5hbTMdCJn196hOk/nmN3KQ/P2f0b82q/RrRautfAimn3jO5kRl7m888/55dffkGlUqFSqR46MeK4DScZ09mf9v5O7L6cwPWEHNzsZEzoGoDcUsrwL45yM0kz2/3GoCZM7RXM7tAEjt1OpaGHLc91DuB4WBrjN57SndNcxUtVEizd2S8Ilmqfh+PWTsCA5s2b6/Kax44dy/r168nLq7oowBwRi8U4ODiQmpqq26ZSqfD09OSjjz5i3rx5tTi6uoVarWbMmDF4eHiQl5fH7e3fMGLECDZv+anez+RW1WIJ4EREeoU2SxVZLGnjM2sbsVhMQECATgkPmt7OadOmMXHiRLy9vctUw4el5BGWovk8+u18HN9N7MQ34zsybN1RCks0M4+mhE+yO9u0x2jp2KUrBbHXjI4XiUTMnTtXJ1Ly8/MjMDAQHx+fBy7IWLFiBXl5ebz22mvY2NgY7deKl/KKlcyMO0+JXhrFrkvx7H21Jy/3asjs7Rdws5MxqXsQv56LZe7PF3XHRaTmseyJFvRr4q6zYTJH8VKVBUt39guCpdqnfn1LmAkikQiZTIZarebbb7/F0tISW1vj3OD6yO+//25QTGpRq9WCKXApVCoVv/32m4FjwOnTp9m25TtGjRqFnV39ji17b3hL+n96qEr9pRUhFYt4b3jLig+sI7Rt25YWLVowY8YMBg8ebFCoVUcNn5yjKVDd7WRGx7nby8jIL9Ytd2uxs7GmwOhojW3Mp59+avJ3ikQipFIplpaWWFlZYWNjg729va5H1NXVFQ8PD7y8vPD19cXf35+goCCcnZ0rdU2lWbNmDTExMXz11VesWrWKUaNGGcycasVL56IzjB4bmZbPzeRcGrprPsPb+TthIRHz56V4g+P+vBjPsida8HhrbwNfT3MSLwmCpYcboaB8SNDv/5OI1CiQ8MmK93XZrgIaVq5caXJ79+7defzxxx/waOo2EokEPz8/gyXN6OhoJk2aRFhYGMuXL6/F0dU+gsUS/Pnnn2Xuq44aPjw1j9TcIlr6GN+stPZ15Gp8tsE2ERB+8SQXzpzk5ZdfJjT07t+iQ4cO/PLLL0RFRREdHU18fDwJCQkkJyeTlpZmIFDKzs4mOTmZkpKScpXyoJmdtbCw0ImVbG1tsbe3x8nJCWdnZ9zd3fHw8MDHxwdfX18CAwPJzMwENHGho0eP5vPPP2ft2rW61iRT4iV9XG0tuXVnuVs7U1tUaqZW2zvZslQ+dXnipYyMDCQSCfb29uVec11AECw9/AgFZR2mvIZkr5k/8lOuNSk7rzC2sz+NPMxjueNe2blzJ5999hlLly412K4/Cyeg4cKFC0RFRRltDwwMZObMmbUworpHfbdYKo/qquH3XE5kRDtfvBysSLhjHfRIsAvBbrZ8e8Qw+cTfRY6NTEq3bt04f/48GzZs4PXXXycrKwsPDw8CAgIICAio8tjz8vKIjIwkOjqa2NhYXSZ0SkoKaWlpZGZmkp2dTW5uLsnJycTExKBQKMpVzMNdP9H//vuPVq1a4efnx+ixE4imS5mPGdbGBy8Haz75R/MaC0vRPE/tA5w4Hn63L75ToGb21MPBuC2itHjp9OnTfP7552zdupWhQ4eyY8eOKjw7Dx5t2lIrXwdGtPOtlGhpaEsvXuweRLCbLUq1mpuJOaw/HM6BG5rZW3MXLNVFBFFOHURoSL43cnJydHfkTzzxBL1798bX15dRo0bV8sjqDqmpqYSEhJCenm6079y5c7Rt27YWRlV30e/rEiyW7rJk5xWdGv7L59qXq4bfcKdY9HKwYvcrPcguLGHj0UhsLCVM6dmAhKxCnlx7VLfkLRGLGNc5wGgpNz09nQ8++ICOHTs+8Pe0SqUiNTWVqKgonWVTeHg4q1evNnm8tbU1vi27UNx3rsn9wW427JjWjVtJuYz68hjal9aOlx+hkYcdS/+8wvGwNBq62/LusBa421khFkHDhf8zOteOlzpx+b89rFq1inPnziGVSlEoFAwbNqzOF5TatKU1z7SlQ0DFoqUJXQNZ+kRz/r2exP5rycgsxIxs50szbwde+uEse68kmq1gqS4jFJR1jHv94hIakjWzBNplnpSUFCwsLGp7SHWOlJQUhg0bxvHjxyn9EXDgwIFKZWLXN/Rv9FApoRJm+eZ+o1cdNTxAI3dbFg1tRodAJ0qUavZfT2b5X1dJzTWc4SxLDV+XCA8PJzg4WGdOb2dnx6RJk5g2bRqNGjUqU7zkZivjl6ldkUrEDF931MBKycNexufPtqPjnVlJhVLFN0ci6NLAmQautrRa9rfR+RI2z6E4wXAmXSQSERgYyGOPPYaHhwfe3t54e3vj7+9PQEAAcvn9f10mJSXRokULnn76ad555x2jPlX911A7fydC4zINREuBLnL2vtqTvy4nMnv7BQD2z+1FdoHCIPbUViblxJv9OB6WyuTvz+q2PwyvIXNBWPKuQwgNydWjtL+kKisJtVrNDz/8IBSTZeDm5sbRo0e5fv06TZs2BUAul5Ofn09sbGwtj65u4ucs5/tJnZky721+uZhE8/6jiM0sqtcWS9VRwwPcSs41sL8pTUVq+LqE1uKpefPmvPrqq4wZM8agUDMlXrKTSdn0QkfsrS0Y9eVxI1/OpOwiRn15nEAXOW52MiJT80nJLeLkm/3KjPm0lIop3dijVquJiIgoN0FNG/Op7RnVCpgcHR11cZ/u7u4Ganp/f3+cnZ0rFfcZERFBamoqX3zxBVu2bOH9999nypQpOoGXftpSZURL2uev9BJ4bpGC/CKFgUuAOQmWHgaEgrKOIDQkV42KDG9bvPkrJxX+hCTlCP2lepQuvksUmmdu9uzZfPTRR1y+fJkmTZrU8ijrHsePH+f27dsEBgbyzSfvAvDfP18KZvkIanh/f3/S09NxdHQ06YlZWrwkk4r5ZkIHglxteG7DSW6Xk7QUmZZPZJqmR7Whuy0e9lb8ctb4hk8ExN+4yK/bfmTevHlkZGSgUqmQSqUsXLiQyZMnExUVZdAvWlq8lJOTQ15eHsnJycTGxpZpcK+PWCzWqemtra2Ry+W6xCUnJydcXFzIzdVcn1qtJisri2nTprFmzRq++OILevXqVaFgCQxFSwAnwtMZ3MKTCV0D+fdaEjILMRO6BmJnZcHGY3f7cMsTLAnUPMKSdx0gJj2f/p8eokhh+Oad3rshrw0M4UZiDgM/O6zb3qORK4+19KaNnyMN3W1JyCqg+0cHDB4rk4rZN7uX2S21Cf2lVae84hvUKLOSGd+/Hc93CxaK7zJ48skn2blzp8G2w4cP071794fGWPt+8tPp6BpVw3/4VEuzuiHuteIAUen5iEXw5XPt6R3izuTvz3DwRkqlHi8SwTfjO9C1gQv9PzlkkIMOEOAi59C8PgBkZWWxbNkyPvvsM5RKJWvWrGHGjBnVHntmZibR0dEGSvqkpCRSUlLIyMgwEDAVFBRQWFhYKTU9gJ2zG86Tv9VcYBkMa+PDqtFteO2Xi/x8p5h2sbHks2fa0r3h3ejNtNwiJn9/hnPRmQaPFwGXlwysdzd6tYHwDNcBFuwI1Zm4avG0t2J6n2DyihRGxz/Z2pvHWnlzOS6LpOxCo/0ACpWaBTtCzaohWTC8rRqVK75FSBw8+OlsPFtOx9X74rssfHx8jLb17NmTXr16cfDgwQc/oDqGoIYvH22U51tDmjKgmSf/XE3C0dqSYW0MX1e/X9DEcy5+rBkyqZirCdlIJWKebO1Na19H5v5y0aiYLB3l6eDgwMqVK5k8eTKffvopAwcOvKexOzo64ujoSKtWrar82MLCQj744AOWLVum69XW9pq6uLjQedBwrpRTTAa72bDsyeacjcrg13N3Z2YLSpSEp+SSmFXAv9eTsZVJmdgtiPVj2zPqq+NE3ZnVBc3McGRaHs1L2S0J1DxCQVnLaBMUSvPWkKacj85EIhbhJDf0mvxo7w3e+E1ThG6Y0IEQE7NK5pagIPSXVg2h+K450tLS+P33303ue+SRRx7sYOowM/o0wtVWJqjhTTC2sz+bjkfSzEvjPjGgmQcDmnkYHactKK/EZzOxWyBPtvFBpVZzMTaLsRtOGtgIaVGq1DzXxfg5a9KkCV9++WUNX0nVsLKywsLCArVajUgkwsbGhkmTJjF9+vRyBUugES19O6EjOYUKXt5yFv2X07ox7VCo1Lz43Rndtr+vJnFwXm9eezSEGVvPG5yrWFH+0r1AzSAUlLWMfkOylk6Bzgxu4cnQNUdYaqKZuHQDd1mYS0Oy0F9aNYTiu2aZMWMGCQnGYpMmTZrUe/P30jzT0Z9uwa66mXG1SomoEmr4Rxq4mPXMuFa8NHbDyUoV2r+ci+WXcxWL4x4G8VKzZs3o1KkTkyZNYuzYsQbRlGWlLZUnWvJzsqZ3iDtv/HbJ4DFZBSWciUynfYCT0fkqm+okcG8Iz3ItU7ohWSyCpU80Z9uZGG4k5dzTubUNyQbblEp27NjBgAED+Oqrr+7p/A8CreGtKab3bkjk+0PZ+2pPo33t/J34+aWuXFs6iNML+rH48WbILTVfbG/vvEJMer7RY8yBmi6+t52OrpFzPczMmDGDkSNHGm23s7MT+idNoFXDPyY6T8653XjbSSn9LInQ9P2N6xzAvtk9+X5SZ7MtJrW8N7wlUnHNvl4eBvHS8OHDOXnyJFOmTDHKOdcKlvTRFy1N2nzaSLTkdie2U2LivSeViI2eY9Gd3yNw/xFmKGuR3CIF0aUKm7GdA/BxtGbshpM18ju0CQrF+Tls2LCBVatWERenWVYJCgpiypQpNfJ77hem+kuh/B7TZl72/PhiZ24n5/Lu7qt4OlgxpUcDglxseH7TabPsL4W7xXcjd1tm9W9MSx8H3GxlFJQouZWcw1eHww0ygAHGdw1gfJdA/JytycgrYVdoPCv/vqmLeRPSJqBbt25069YNGxsb8vPz8fPzw8LCAmtr69oeWp0jIiKC27dv4+DgwBcfLkalUvH7lnewcXCu92p4IcrTmNJpS2IRfP5sW9r5O5kU2IBG+a5UqXmslTdbTt294fW0t6JjoDNnIg3DGrRpSwL3H+FZrkWi0vIMFLeOcgvmDGjM6v23SM8r7ShWPdRA6+79iTx/xEB1J5FIUKlUFBYWYmVlHOX1IDh06BBjxoxh3rx5TJ8+3SiXvKz+Uii/x/S1gSFkFZTwzNcnyL1TcMZmFPDhiFb0aOTKf7dSzaq/VIu2+PZxssZWJuHXc7EkZRdibSFhUAtPNkzoyJu/XWLr6RgA3hjUhKm9gtkdmsDGoxE09LBlQtdAGrvb6TwCzbX4rghTdkAWFhZYWVlx/fr1B2II/TDy3nvv8c033xhs++effxg7dqwgikAQL5lCK1hSqtQsHNqsQtFSel4x28/E8Gwnf358sTN7riRiaynluS4BWEnFrDsYpju+tGBJ4P4iFJS1SOlG4XkDQsjML2Hz8cga/T0xcQlGFg5KpZINGzawYcMGQOMnJpFIsLS0RCaTYWVlhVwux9bWFltbW53Sz9nZGVdXV9zc3PDw8MDLywsvLy+8vb2rbCIeGhpKfHw8c+fO5fPPP2f16tUMGTJEt4xoqr8Uyu8xtZVJ6d7QlQ1HInTFJMBv52NZ9Fgzhrb04r9bqeX2l4aGhrJ//35eeeWVShn31gX0i++DN1KM7Eg2H49k14zuvNi9AVtPx+BmJ2NS9yB+PRfL3J8v6o6LSM1j2RMt6NfEnX+vJ5uduKs8KvI2tX3mY/r52xKXo6SRUE+axNXV1Wjbc889x7p16zhy5IjQIoAgXiqNVrAEVFq0tPCPy1xLzGZ0Bz9eH6jxzb0Um8ncny9ySm+GsizBksD9QSgoaxH9RuFAFznPdvJn2a6reNjdnTGUScVIJSJ8Ha3JKVKQVVBS5d/z7ddf8cEbM7h8+bJum0gkonfv3gQGBpKRkUFWVpbOSyw/P5+CggJycnKIiYlBoVBUylMMDI1utckL2sJUa3jr7OyMs7MzoaGhiMViVCoVERERPPbYY/Tt25fVq1fTvHlzk4a3FfWYhnjaYSERExqXZbC9RKnmany2bpbElOHtiRMnePfdd9m9ezcAgwcPpnHjxpV7ku8zs2fPxsLCgvnz5+Pi4mK0v6ziW4tKDfFZhbT21Vx/O38nLCRi/rwUb3DcnxfjWfZECx5v7a1bHjcXcVdZVMZeSQ1Inby4kCtiwKrDgr2SCTIyMtiyZYvJfZ6enkIxqYcgXrqLftrSM1+fqNRjlCo13x2P4rvjUWUe8zAIlswNoaCsRfQTFDztrZDcyeI2pew+Mr8v3x6NYNmuq1X6HSJgWP9uPHvxIj/88APz5s0jLS0NlUrFuHHjeOGFFyp9LoVCQVJSks7cNjExkdTUVFJSUkhPTyczM5PMzExycnIMCtOMjAxKSkpQKBRlJi9oPcr2799PixYtcPbwxu75L40MbyvqMXW/07CdnGPsz5mcU0inwLs5stFp+eQWlnD8v4O88847/Pfff7o4MLgbqVYX2Lx5MxkZGaxbt4433niDV199FTu7ux+UpopvawsJVhZi7KwsGNDUg96N3dgVqlEry+7czBSVGP49tL2TLfWWJ805baLK9kpqwV6pLFavXk1MTIzRdmtr6zILzfqMVrzUd9gYLhU40Lz/KKLTC+pllGd9T1syF+rON2Y9RL8h+UZSDlO+P2N0zNwBIdjIJCzbddXArLWy6Dckjx8/nqeeeooPP/yQVatWVTliTyqV4uPjY9LkuSoUFRWRmJjIrFmz+PPPP3Wzn9oZDF9fX3oPf47DpYrJyvSYWlloCkJTvmNFCpVuP2gKefcGzSlIuKXbpj8T26ZNG6RSKRKJRPdPKpXqtmn/38LCwuQ/7SytpaWl7p+VlRUymUz3T/uzXC7HyspK98/a2lo3uyuXyyku1lxvXl4eixcv5pNPPuHtt99m6tSpKERSI3EXwMKhTRnbOUBzXSo1e64k8vYfmlnqsBSNcrJ9gJOBt5224PZwMOyr1Yq79Jvbi4qK+OOPP7C0tGTYsGEm/x51GcFeqWZ59dVXcXZ2Zvbs2Qbvo+Li4oemdeRBkZiYiEQi4dy5cxz4YytisZhDe7+ot1GegmDJPDD/V2odR9uQnJFfwt9Xk4z2T+wWBFga7GviaUf/ppr+kkBnG+ysLJjRpyEA1xKyDZYqSzck29ra8s477/DOO+/cpyuqGJlMRkBAANbW1rovHnd3d2bOnMnkyZNxd3fnfHQGh0sZ3lamx7TwzgybKd8xmVSs26+ldbv2nNkbgUJhrBZ3cnJCrVbrlvyLioooKChAqVSiVCpRqVSo1WpUKpXu//X/3S9UKhUZGRnMnj2b2bNn492sExZPvG103LdHI/grNAEPeyuGtvJCIhLpnpcr8dmcj85gaq9gkrILOR6WRkN3W94d1oJihQqrUs+fftrEhQsX2LBhA9999x3Z2dk0aNDgoSsoBW/TmsfR0ZFXXnmFFStWEBMTg7OzM08++SQpKSkGM/8C8OijjxIaGqq7iVapVKSkpODm5lZvxUuCYOnhRygoaxn9huTK0sLbgXmPhhhs0/78y9kYXUFZ1xuSW7VqRWRkJDNnzmTEiBEGop7SBWFle0y1BrjudsbKdXc7K5JKmcJ/89V6ghw3sHbtWt59911yc3N1y/Lnz5/H2dnZ6DxVRalUUlBQoGsByMvLIz8/n8LCQgoKCnT5t9r/FhYWUlRUZPDfVatWGbULWFpa0r59ezoOGsUfBca/Nywlj7CUPAB+Ox/HdxM78c34jgxbdxSAqVvO8vmz7VgxsjUACqWKb45E0KWBMw1cbY3ON2PmLG6d+Ie4uDhd7yuAh4dx83xdpjr2SkNbevFi9yCC3WxRqtXcTMxh/eFwDtzQHFdf7ZVMzahpb6bOnz+Pv3/d/fypTRwcNEWj/o1nQEAACxcuZMGCBbU1rFpHECw93IjU93MqRaBSjNtwkmPhaTXaP6JtSH5Y7V7yihS0WLJX10/UJciZn6Z0Lfcx3x6N4NN/bnJu0QA2HInggz3XdfssJCLOL3qU3ZcSmH8nYUEEXF4yULeklJWVxcqVK1mxYgXFxcVkZ2cbGfHWFmKxWPflExgYyMKFC3nuueeQyWRcic9i6JojFZ7j2Y5+vP9UK/quPEh4ap5ue6CLHDc7GZGp+aTkFnHyzX4kZBXqCk8t8d++QklyhNF5LSws8PX1xc3NDS8vLwICAggODqZJkya0bNkSLy+ve7z6mkX7fuvRyJUXHgnkXHSmgb1S5yAXA3ulCV0DWfpEc/69nsT+a8nILMSMbOdLM28HXvrhLHuvJD7077eqUJEaXpWTQrB1AV/Oe45GJmJh6zuxsbE0bdqU3Nxco33z5s1jxYoVtTCquoW+UE6EGrWR/fldtIIlQShX+wgFZR0gJj2f/p8eoqgG80ZlUjH7Zvd6qN9cvVYc0BneOskt6BhoPFtYusf0RlIOm57vSFMve/quPEhesWaJ++kOfnw0ohUTNp7i0E2NpU6Ai5xD8/oYnTM5OZnr16/Ts6dxAk9toFarcXV1xcvLi0WLFjFy5EiDJcTSxXdZvPBIIIsfb86Ta49wMTbL5DEN3W3ZN7sXaw/cZsXfN3TbRcCCkDTeen0eKSmGlkS2traIxWLy8/NNtg6ApuiUy+XY29vrrsXPz48GDRrQpEkTWrRoQWBg4D332l28eJHBgwczf/58ZsyYYbTUeisphwGrDpf5eLEIds3ojkwqod+nhwDYP7cX2QUKgwLbViblxJv9OB6WyuTvz+q275vd02yFE5VRw2uRiECpRviSN8GoUaP45ZdfjLb7+voSGRkptAfoERqdSt8pb2PTsCMiO/d6KVh6mBCWvOsAQkOyafQNb6vSY7ri7xv8NvURtk3pytZT0Xg6WDG5RwMO30zRFZPlGd66u7vj7l53zHBFIhFxcXHIZDKT1iul0yZcbCxJKyVakopFPNXOl4JiJbeSjWdGNL8H3hzchPxiBVtOGtpx+LvImfz8UJ4bPYp3332Xjz76SNcrunDhQubPnw9oesHi4uIIDQ3l+vXrhIWFER0dTUJCAqmpqWRlZZGUlMT58+dNjkEqlWJlZYW9vT0uLi54eHjg5+dHUFAQjRs3pnnz5jRp0qRMBf6ZM2dISEhg1qxZbNq0iW+//Za2bdvq9lfVXgk0ucIRejO6oEm5yi9SUKinkjdne6Wqq+E1/xXU8MYsXboUe3t7vv32W4PtNjY2QjF5h1WrVmFvb8+mTZtI/e8/xOd/JTw6rl4Klh4mhL9GHUFoSDamOv2loBGcjN1wkjcGNWHRY83ILVKw7UwMH+ktgdf1/tLSVJRmpF98vze8JbYyKaci00nMKsTNTsawNj40dLflnd1Xyb8za7v4sWbIpGKuJmQjlYh5srU3rX0dmfvLReKz7tou6Rff1tbWLF++nDFjxvDiiy9y4sQJgz45sViMn58ffn5+DBkypNwxp6amcunSJa5fv87t27eJiooiPj6elJQUMjMzuXnzJpcvXzYpcBKLxVhZWWFnZ4ezszPu7u74+voSGxur6+8MDQ2lQ4cOzJo1i2XLlmFjY1NleyWAE+HpDG7hyYSugfx7LQmZhZgJXQOxs7Jg47G7LQDmaq8kqOFrlmbNmvH111+zadMmVCoVnp6etGvXrkb6tc0BlUrFa6+9ZrDakZ6ezsF9e+nXr1+tJbsJVIyw5F3H0J8JEBqShf7SyqK/lPt4Ky+e7uBHE087HOWW5BUpCI3LYvPxSPZduys2GdnOl4ndAglwsUGlVnMxNou1B24b2AhpMbWUq1KpOHz4MI888ohRbGZNkpubS2hoKFevXuX27dtERkYSFxdHcnIyGRkZ5OTkUFRUVKbHKWgK0EGPD+NK0xegVD/W8mEtjOyV3vztEtmFmi80FxtLPnumLd0b3k2BScstMpk1XLovFzQtC8eOHePEiRPMnj37obLQ+el0dI2unHz4VEuz+ny6F2QyGQqFgri4ODw9PWt7OHUKLy8vEhMTjbbPmTOHlStX1sKIBCqDUFDWQfR7lSqboGCuvUpCf2nlqe/Fd3FxMYMHD2b//v26bSKRCLVajVQqpWHH3hT0mmX0uGA3GzztrXT2SiUKNQv/CCU1V9M2ILeU8MagJsgtJfx7PRlbmZSJ3YJwsbFk1FfHjfxhd7/SnebeDmRkZPD999+zbt06btzQ9KNGREQQGBh4356DmkT73vN3lldKDR/5/tAyz/XfrRTGfXvKbN97FVFaDe9mBT4erixZsoS33nqrtodXp9i4cSMTJ0402m5lZcWZM2do3ty8VgDMCaGgrMM069KXRLtGtBgwmpiM+pmgAMIsSWURim/o0KEDZ89qRDIODg6MHz+eiRMn0qZNG85HZzC8lLepKb6b2Al7KwudCGfT8x1RqNS8+N3d4AEHawsOzuvN0dupzNhq2A/6hNUNLvz7O8ePHzcSKWVnZxskHNVlqqqGH9bGOPCgla8DE7sF8d5f1/jqv/CH6gblXqlIDW+lzOWJ9sG82DtEUMPr0bp1ay5dumS0/dlnn+XHH3+shREJVBahh7KOkZycTF5eHn/++SfXTh4ADrD5qzdw9/artw3JQn9p5RDEXeh60SZPnswTTzyBTCbT7TNldm+K/4Um8P5TrWjgakOJUkXvEHfe+M3wCy6roIQzkem0D3Ayevz6dZ+btFcCaNSokS7P3t3dHS8vL3x9fQkMDKRhw4aEhITg5GR8zppGoVCwcuVKRo4cSXBwsNH+W0k5/Hc7FYCDN1I4eMNQ2b/5eCS7ZnTnxe4NdAXl7xfijM7TpYEzKpWanRc1mfFKlZr/bqdyOznHbG+CK5sNXyCx5ZdLyWy7kGS2K0zV4eDBg3z11Ve88cYbBttTU1NraUQClaV+VCQPERMmTGDPnj0G2/755x+mTJlSbxMUQDC8rSz1vfj+6quvytwX6GKDCCq0V9LGc9pZSZGINf2WEhPqeqlEjFRsuF0EbP78Y5YsfJObNw3/BhKJBLVaTVxcHOHh4WVaLIFG7S6TybCxscHe3h5nZ2edz6e2AA0ODqZx48bVciQ4e/Ysb7zxBosWLeKtt95i/vz5BmKH6qjhS2MpETO4hRcnI9JJzDYUeQlqeAz2C2r4uzg5OTF79mxdQblw4ULc3d1p1EgQdNV1hIKyjiGXG9+hvvTSS+zatYudO3fWwojqDs909KdbsKvu7h+1CkRlzzppvxAfaeBSr+7+heLbNNWxV7KykKBUqXmslTdbTkXrjvO0t6JjoDNnItMNHu/vIufZUUN5ZuRwtm7dyquvvkp6ejoqlYqmTZsSGmo4e5yens6NGzcICwsjMjKS2NhYndI9PT2drKwsEhMTiYyMLLcAlUgkugLUzs4OJycngwJUazbfuHFjPD09dV6iJSUlLF26lI0bN7J+/XoGDRoEUC01fGn6hLjhYG1hNHMpqOGNqe9q+NI9pr4OMiQSCSEhIbUaEyxQNYSCsg4RHh5uNDupRVABavBzlvP9pM5s/v1vZq/9FddWvSixdKi3/aVlUbr4rqy4y9yL76raK+UXK9l+JoZnO/nz44ud2XMlEVtLKc91CcBKKmbdwTDdufXtlUQiEWPGjGHo0KEsWrSIzz//HD8/P6PxODs707VrV7p2LT8FSktWVhY3b94kLCyMiIgIYmJiSEhIIDk5mbS0NLKyskhJSSEmJgaFQlFmpry+n6larSYqKorBgwfj5+fHawsWEZXubfSYhUObGqnh3/7jcpljfbKND0UlSv532bjojE7LJ69IYaSG379/P7///jtvvfXWQ/WZJ2TDV53yekwBPF78gu7tgriVlCP0mD4kCKKcOsTmzZt5/vnnjbaLRCJyc3NNzl7WJwoLCzl16hR2dnY88sgjFBYWMmzYMH746ed6219aFpGRkVy6dInevXszcNQEwsTeNO070qQ4oD4V39WxV5KIRYzt7M/oDn4EuGiiOC/FZrJmv7HFUllJOdevX8fa2pqAgID7eHXG5Ofnc/PmTW7evElkZCQxMTHEx8dz7tw5IiMjTT7Gwj0I74lrjLZXpIbXx1Ym5cxb/Tl4I4WpW84a7Ye7avjMzEy+++47Vq9eTViYpkDfuXMnjz/+ePUv/AFSVTU8aEIExnbyZ0wnfxq42VJQouRaQjbv7LrKtcSch04MVxWqlLhk5i4m5oZQUNYh1Go1YWFhNGvWjJKSEoN9t27domHDhrU0srrBzp07efLJJw22tWrVinPnzgkJE6WYM2cOn376qc7kWyKRcP36dbz8Aut98V3f7ZVAkxn96aef6mYwZTIZzz77LJMmTaLAxpMXt12v4AzGanh9RrX3ZcXI1kz94Sx7rhj7CQI8aX2Tk39t4+zZs0bL+UeOHKFbt27VuLKaRa1Wk5GRUa7peFXV8AAfj2zFk218+O1cHOeiM5BbSmjubc/vF+I5cqfQepheT5XlXn2WhR7Tuk39+iap44hEIho2bIiPjw+RkZHY29vzyy+/kJmZSVBQUG0Pr9bx8PAw2nbp0iXc3Nw4cuQIzZo1q4VR1U20Nx9as2+lUkmjRo1o27Ytp06dKjO6sD7w3vCW9P/0UI0WlFKxiPeGt6yx891vCgoKUKlUNGvWjOnTpzN27FgcHDQCmyvxpnPeS6Ovhg8vFU35ZBsfsgtK2F9qZk6fL9auKVMN36dPH6ytrbG2tsbW1hYHBwecnJxwdXXVqeN9fHzw9/cnKCgIHx+f+/Ka3r9/P/3792f8+PF8+OGHRsvw1VHDD23pxcj2frz0/Rn2moiTBfNUwws9puZP/f1WqcNokzQOHz5M69ata3k0dQOVSsWCBQtM7hOJRLi6uprcJ2CIu7t7vS4mQbBXAli0aBEvvvgibdq0McqHr44aXh83OxldG7jwy9lYipWmPVFFwKl/d/PO4oXs2LEDwKDfMyQkhIKCAnJzc0lOTtb1hJaXhiQSiZBKpVhaWmJtba1TyDs5OeHi4oKbmxseHh74+Pjg5+dHQEAAQUFB5bYShYeHA7BlyxZ++eUX3nnnHV555RUsLCw026uhhn+xexAXYjLYezUJkQispBIKSpRGjzUnNbzQY1o/qN/fLHWE0go3R1cPhrVqJRSTeuTm5po0uwV4/fXXq2WdYq5cuHCB119/3Wh7cHAwv/76ay2MqO5R3+2VPD09yxS9VEcNr88TrbyRiEUmfSm1+LvIadOiKb/++iuXL19m+vTpHD58WLf/7NmzJuM8VSoVycnJREREEB0dTWxsrE6UpK+Mz8nJITMzk6SkJEpKSlAqjQs2fSQSCZaWllhZWWFjY4OtrS2Ojo5kZGQgEolQKpXk5+czd+5cVq1axapVqxg+fHiV1fC2MimtfR35/mQUrz0awoRHArGVSYlOz+fDPdfZraeaL0sNr1arOXHiBHv37mX+/PlYW1uXe221TUx6Pot3XqGRu22lekw/HtmKke2NBWxhybn0+/QQAG/vvMIjwa4P1U1cfUAoKGuJchVufRcgtZGyZOcVxnb2FxRugL29PfHx8YwePVo3o6GloKCglkZVN5k6dSp5eXlG2x9//HFsbGxqYUR1E8FeqWyqqobX58k23iRmFXIiwjgTHgzV8AAtWrTg4MGD/Pzzz7z66quUlJSUmQ0vFot1xXBllfFasrOziYyM1NkzxcXFkZSUREpKCmlpaWRmZpKdnU1+fj7p6encvn3bpFVTTEwMI0aMQGpli8+rWzUKGz3KU8MHOMsRi0U83sobpUrFB/+7RnahgondAlnzTFtyixQcunl32VxfDV9QUMDWrVtZtWqVzn5qyJAhdOrUqUrPw4NmwY5QFCo1Pk7W2Mok/Hou1qDHdMOEjkY9pkUlSuaXWkHIKbyrK1Co1CzYEWp2PaYPO4Io5wEjKNzuja+//popU6YAmsxXR0dHOnbsiI+PcexbfSU0NJTvvvuOzz77zEDcNWjQIP73v//V4sjqJvrvSZFahboS3qbm/p6sjhoeoIGrDfvn9ubr/8JZ/te1Ms9flhpeW8z5+vrW7AVVk8mTJ7Np0yYUCoUuF97a2prmzZvTa9hYfsk17uUrTw3fMdCJn196BIBh645yISYT0OTF//daH8JT8xj15XGD881omMPJPb/yv//9j7y8PN04AG7cuEHjxo3v75NQDsXFxfzzzz88+uijujYAffRfR6YQi2DXjO7IpBLd7OPHI1sxuIUXzZfsrfD3l/U6EqgdhBnKB4iQonDvaNXcY8aMMWmxVF8xaJtw8WfJu++zY8cOwsLCePvttzl69CjNmz/8vVj3A6236S9/H2HKiu8J7v4EqYXUa3ulRh529GjoyrHwNP68lMCfl8o2MNcnPDWPwDd3l7lfq14u6/mTy+V1yh4tPT1dN0vZpUsXXnnlFUaMGIGlpSXnozP4xUQ2fFhKHmEpmhWC387H8d3ETnwzviPD1h2lsETTAxqdnq8rJgHyi5X8ez2ZYW18jCYa3lq0mOKEu60Z+nNA7du3x8bGRmdor431dHFxwcPDA09PT7y9vfHz88Pf3x93d3ddj35NsHv3bp566ikaNmzI559/zsCBAw3230viklgEckspuUWmDf3NqcfUXBAKygeEoHCrHqX7S2MTU7Czs2Pz5s21PbRap7y2CRGgHryQ3rJ8nps2jqVLl9bWMOs0cXFxnDhxgi5dujDlmSfIyMjgrx/fRW7vVO/tlQQ1PDzxxBN4enoyZcoUo5726mTDJ92JoEzNLTI6Li23CEupGLmFhBy9Iuq9d5ex4eOlXLtmPOPr5uZGfn4+qampxMXFUVJSUq5wCQzFS1ZWVsjlcuzs7AwETK6urrpi1Nvbm4CAAPz9/Y1aEZKTNTPU4eHhDBo0iKFDh7Jq1Sqdy0R1E5esLSRcXjIQuaWUzPxidl6M54M91w3aK8w1celhpn59QtYSgsKtapSfoNCChrN+4N2/btTb/tLKtE2oAWzdiBbBgFWHzX6Jtrp8++23vP322wbb/v77b8aMGUNz77JzqusDghoeJkyYwIQJE0zuq44aPjw1j+TsQjzsrYyOc7e3orBESW7x3WJSBEwdO4K5E0fz119/8corrxAREYFarcbKykqnQi9Nbm4uUVFRREdHEx8fT0JCAklJSaSmphr0i+bm5pKbm0tqaqpOvFRRF5xEIsHCwgKZTKYrXrX//euvv/jrr7/o1q0bry9YRHR6idHjK0pcSs4p4svDYVyOz0Ysgl6N3RjfNZCmXvY88/UJg887U4lLArWH0EN5n9GmKBQpDO8ap/duyGsDQ7iRmMPAz+72mIhEMKajP2M7+xPgYkN+sZIr8Vms3n+bc9EZAGaboiD0l1aMYAxcs2zZsoXnnnvOaHvjxo05d+6cIGLi3lZX9Hnt0RCm9zGvcIZeKw5UqIbfMa0bDd1sab/8H/KLlbz9WDMmdgviuQ0nOXLHw9JJbsGh1/pwJjKDiZtP6x4f4CLn0Lw+up+Li4tZvXo1ixcvxtXVlaioqBq/JoVCQVxcHDExMbpkpaSkJF28Z0ZGhk5Jn5ycXKYosiYSl7RM6x3M6wOb8MrWc0btF9rEJYHaRygo7zOmUjk87a3YP7cXajXEZhQYFJRvDWnK5B4N+O18LKcj0rG3tmBMJ3+8Ha0Zuf4YF2OzzDJFQSiUKqamvtjnPdq4XrVNlIVarWb06NH8/PPPRvs6d+7MsWPHarTf7GHmXt+f5qqGX7Lzik4N/+Vz7ctVw284ojFxd7W1ZPcrPZBbSthwJIKcQgVjOvvj7WDNU18c5VpiDqB57sZ1DjDZI5icnExWVhaNGtXu+/ill15iw4YNKJVKJBIJKpWK/v37M3LkSFxCOjB3T8W9t+UlLmmRScVcXTqIn8/GGM2Y73j5Edr6O93ztQjcO8I88X1EP0VBn7eGNOV8dCYSsQgn+d2eFIlYxHOdA9gdmsCc7Rd123eHJnDk9b4Ma+PDxdgss0tREPpLK0Zom6h5vvrqK5PFpLW1NXv27BGKST2e6ehPt2BX3QqCWKQRVJSFdgXhkQYuZr2CMLazP5uORwKw61I8T3fw47nO/gZq+A/2XDNQw6fmFjNy/THeGtKMid2DsBCLORedweztF3TFJGg+257rYvo96u7uXie8d7Ozs1Eqldjb2/PSSy/x8ssv61LdrsRnQSUKyvISl7QUKVRk5BfjaG1sJ1XZXlaB+49QUN5HTCncOgU6M7iFJ0PXHGFpqTtPqViEtaXEqGE7LbcYpUpNoV6agrko3IRCqWK0xsCmKKt1AsBCImJyjwaMaOuLr5M12YWaL7gFO0IFY2CgdevW9O7dm4MHDxpsF4vFuhhCgbto1fC3knJ4bPaH4NWcYkt7QQ1fDTV8TEYBU7ecLXN/RWr4usLcuXMZOnQoI0aMMDJYv9fEJX1sLCU4yy1JzzP8bhTd+T0CdQOhoLyPlFa4iUWw9InmbDsTw42kHKPjixQqzkdnMLKdL+eiM3RL3q/0bURWQQk/norWHVuWwu3ChQusXbuW7t27l9lMXlcoq1AyVST5OlpzZH7fMs+19VQ0b5ppoaQ1Bi6Np70V0/sEk2fCVkMqFvHthI60D3Dip9MxXEvIxsHagjZ+jthZSUnJLar3xsBdunThwIEDtGvXjvPnzyOVSrGxsaGgoIDi4mJkMlltD7FOoVAokEqlHN61nZtblzNs2DB++OlnQQ1fj9XwHTp0oEOHDib3VSdxSSYVIxWLyCtllv9K30aIxSID03fQ3LzUt9dbXUb4S9wncosURN95I2kZ2zkAH0drxm44WebjZm2/wOfPtuOz0W1126LS8hi5/hgxGYbNz1qFm0wCf/zxB5988gnHjml80bKzs+t8QWmqUCqrSErLK2bWtgtG5+jV2I3hbX3475bmg8bcEhTKapuAslsnACZ1D6JzkAujvtT03ZrCnNomKktpGyr92Y3z58/TtGlTcnNzhWKyFJGRkTRq1Ahvb29iYjSJJjKZDBuZtN4LIgQ1fNlUNXHJ19Ga3TN7sPNiPGEpmkjPno3c6NvEnYM3kvn7WpLu3KUTlwRqH6GgvE9EpeUZTPU7yi2YM6Axq/ffIj2vbDVbXpGCm0k5nIvO4NjtVNzsZEztFcxX4zow6stjZOTftWFQA0NGT+Diwd1kZWUhuhMBJpFIsLe3v09XVjnmzZvH6dOnWblypck72Kr2lxaUKE1mA49s70t2YYkuC9bc+kvLMgYur3VCJIIXHgni76uJOhGXhUSkM1XWYi5tExVRkV+nqMcsHumejswtAIlEIix3m8DW1haFQkF09N1Vku3bt5Obm8vKlSsJCQmpxdHVPvU9G74sqtpjqvksT6J7Q1dGtPNBIhIRmZbPR3uu89V/4ehLiMvrMRWoHYSC8j5RXMomaN6AEDLzS9h8581lColYxA+TOnMiPJ0lf95dCj5yO5W/Z/XipZ7BfLDnusFjTpw6Q3GWZgZKK9hXKpV88803bNiwAalUilQqRSaTYWVlhbW1NTY2Ntja2uLg4ICDg4POzNbNzQ03NzddVq6Pjw/29vbVEiccPnyY06dP07FjR8aPH8/777+Pt7e3bn9V+0tN4WYno2sDF347F2tgy2SqUFKr1fz7778sXbqUTp06sXLlyipf0/1g06ZNvPXWW8yZM4epU6ca2dSYMgauqHWikbstng5WXEvI4b3hLRnRzgeZVMK1hGyW7brK8XBNxrK5GwNX1q9TLXchUeQi+HWWQ0FBAWKx2MA0W61Ws3v3bqZNm1bvC0oQsuFNUdUe0+xChYEgtSwelh7T+oZQUN4n9JVngS5ynu3kz7JdV/Gwu2toK5OKkUpE+Dpak1OkoJmXPU087Xl3t2EiQmRaPmEpubQPMLZGeG3ubL7+aLEusQA0SQhNmjTBx8dHZ16bl5dHQUEB6enpJCQkoFAoKmViqz2fRCIxSFewtrZGLpdja2uLvb29rjB1dnbG1dXVYCZjy5YtbN++nbfeeou5c+dibW1d5f5SUzzRyhuJWGQ0c6lfKKnVavbv38+iRYs4fvy47nrqCmFhYcTHx/Paa6+xfPly3nzzTaZNm4aNjY3JtgmouHUi6M4y7qTuQWQWFPPWDo1p8LQ+wWx6oSNPrj3K9TtqUnM1Bq5yzOmd3ULMqTGFhYX069fPZALL7NmzGTJkSC2Mqm5SWg1f2Wx4c1bD1+ce0/qGeX2L1CH0FW6e9lZI7nglmpp5OzK/L98ejdBlu0rExgWP9M4drD4i4M0ZL/L2KxP5/PPPWbx4MQUFBahUKl588UXmzJlT4TjVajVZWVnExcWRmJhIYmIiycnJpKamkp6eTkZGhkGqQl5eHvn5+WRlZZGSkqJLVygv7kupVKJUKlm0aBGLFi2iacu25A9dducKNFSmv7Q0T7bxJim7kGN3Ztz0iUrL54OVn7Lp6y+5ceOGQRGZkpLC9u3bddcPGCU+lN6u/VmtVhv8K+/Yin4GOHXqFBKJBKVSSUZGBq+//jqLFy+mX79+PDZuqpFCsjKtE/I7xaGNTMLQNSdJyNLEvR0LS+XgvD681DOY2dsvaMYCRKbl6frgVCoVR44cYdOmTfzvf/9j165dtG/f3uTvqasINlQ1S35+vlHknpYePXo84NHUfbRq+IuRyfR7aTG2jTsjsnWrt2p4oce0/iAUlPcJfYXbjaQcpnx/xuiYuQNCsJFJWLbrKlFp+VhINEXP4628DNRszb3taeBmy1Y9lTcYKtzmzJnDuHHjWLRoEV9//TUBAQGVGqdIJMLR0RFHR0eaN7+3pc/8/HwSEhJISEhgwIABFBYWGuy3sLCgcePGdOg3hIN6xWRl+0v1CXK1oZWvI98cMeyr0eftj9ZQkqwxE9Yv4q5fv87o0aOreHUPjoKCAnbt2sXfZ2/iNeETg32VaZ3Q2kudjcrQFZMA8VmFnIlKN5rpLlaoCA8P57vvvuPbb78lJiZGt7yZnZ1dcxf2ABBsqGoeZ2dnLl++zJdffsnUqVMBdDdB9yOp5WHn9ddfx9LSkl27dpF28SKyyzu5GR5Vr9XwQo9p/aD+vKJrAa3CLSO/hL+vJhntn9gtCLA02Hf4Vgoj2/thK7Pgv1spuNvLmNA1kMISJd8ejdAdZ0rh5ubmxvr16/noo4+wtbW9b9dVFnK5nODgYBo0aEBRUREikQi1Wk3Lli2ZO3cuo0ePxsrKivPRGRz84pjucZUpkkozrI2mH/P388ZCHS3jJrzA31u/IjY2VjcWgEaNGvHWW28Bd5e/tX2ipX/W7x8ViUQG/8rbZuocph7z3Xff8dNPP6FUKnVj9PX15cUXX6TzoBFM/f3uF3ZlWyeSsjVebaX9TEHjaVpaldv9kS7kxxl+0GtnU9PT0yksLMTKyjh7uK5RHb/OnyZ3oUsDF6PjD91MZsLG02ZpQ1VdunTpAmhMtW/fvs3ly5fv+SbU3FCr1axbt468vLsG3YmJiaz+ZAXjxo3D19+3FkdXuwg9puaPUFDeR/QVbpVl8ndnmNKzAY+38qZXYzdKlCpORabzyT83DVIEylO41bbCW61W06pVKxo0aMDs2bPp3r27wZJzdfpLswpKDH7HE619CEvO5XJ82TNoc2bN5JsPF7J7924WLVrEhQsXAM0XYl2xVDp69ChKpWZGsWHDhrzzzjuMHDkSiURCXpEC0e9RuqWyyrZOrPz7BsUKFR72xkWgu72MNANzYDXB7vaEllGXjxw5EtAUxdbW1tjb2+Pm5oaPjw+BgYGEhITQokUL2rZti7Oz8708FRWi9UEsi+r4dQLEZxbw0d4bBtuSsjUzu+ZmQ1UVSlssXblxG4B//vkHOzs7unbtWssjrHuIRCI8PT0JCwvTbVOpVCxYsIDbt2+zYcOGWhxd7VO6x1Qiutu/bIr60GNqTggF5X1EX+Fm6m7sma9PGG0rUqhYs/82a/bfLvO8dV3hJhaLdcWbKarTX7ps11XdtjZ+jgS52rDynxtGx2vRJiiIRCIee+wxhg4dyl9//cXSpUtp3bp19S+uhmnTpg0dOnRgzpw5PP3000gkEt2+0sbAlW2dyCtWcvBGMn2buBPsZkNYiuZGJNjNlvb+TgYG+QEuNhw6d5qrV68yceJETp6828NqbW3N/PnzuX37NtHR0SQkJJCens6NGze4dOmS0ThEIhEymQw7OztcXFzw8vLC39+fRo0a0aJFC9q0aYOfn1+1XAPy8/Px8vKiZ8+erF+/Hh8fH4P91fXrBMgpVJi0pALzs6GqiPIslsCKkLlb+S1SgrVHDo08zP/5qCrbtm0zKCa1ODg4sGzZsloYUd1DP3Fp8Q/7OHQzFUtn73rbY2pOiNSVkfkKVJuY9Hz6f3rIwNbmXpFJxeyb3euhvlvrteIAUen5OMkt6BhoPLNVukjSV34vfqwZL3QLoueKAyZV0AABLnIOzetz38b/oFiy84rOGLgsfprcBSe5pcFSbkN3W36f1o28IgWbjkUC8PwjgUjEIoau+Y+k7CIkYhHjOgfo7JVUKhVffPEFr732GgUFBYSEhHD9+nVTvxLQLOWdP3+eK1eucPPmTSIjI0lISCA1NZWsrCyKiopMirUsLCywtbXFyckJDw8P/P39CQ4OpmnTprRp04YmTZoYzURev36dpk2bIhKJkMvlrFy5ksmTJ+uK07Kep06Bzvz4YmedFVXp50n73A1Z8x8yqZj8UgkdgNHzZI5UxmJJi3a/YLFkTIcOHTh71jhSccyYMWzZsqUWRlR3USgUuLi4kJOTQ05Bcb3uMTUXhL/YfUZQuJmmOv2loLEXeqyVF+eiM8osJs0pQaE6bRMAt5NzGf3Vcd4Y1IQZfRqiUqs5HpbGe/+7puuxLN02IRaLmT59Ok888QQzZ86kcePG5f4OT09PBg8ezODBg8s8Jjc3lwsXLhAaGsr169eJjIwkNjaW5ORkUlJSiIqK0tk56SORSJDL5Tg6OuLu7q5TGavVavLy8pg6dSrff/89GzZsICQkpFp+nVqCXG24unQgMqmElJxCtp6OYfW/twwsh8zZr7PKFkt39gsWS8bs2bOHbdu2MWPGDIPtkZGRtTOgOsj333/PgQMHiIqK0on+stKSaa7nUyzwcCIUlA8AQeFmTHULpe4NXXGzs+LzA8bLSlrMKUGhorYJMN06AXAlPptx354yua+8tgk/Pz927NhR/UHrYWtrS/fu3enevXuZxygUCq5evcrFixe5du0at2/fJjY2lqSkJNLT00lMTKSkpMTocUePHqVJkyYmbaigclZUUWn5HA9P43piDnJLCUNaeDKzbyMauNowY+t53XFl+XVmZmayb98+Bg0aVCtCuHtFsFiqWVxdXZk+fTqvvvoqSqWSDz74AGdnZ3x9668YpzT79u3ju+++M9j21FNPMXPmTMaMGVNLoxKoCYQl7weI/kyAoHCDcRtOllsoVQdtoWROIgqhbQKWL1/OkiVLUCg0whqtIt7S0pKGHXuT12OmwfGOcgsOzO3N2gO3+eaIxh3BVGuAKd4b3pIxnfwZvu4o5+94wwLsfqU7zb0dUKvVHD9+nC+//JJt27ZRVFTEr7/+ylNPPVWzF32f+el0dI2unHz4VEuz+nyqCgYCJomYzi0a4O/lwdWrVyt+cD1j9uzZrFq1ymi7u7s7iYmJdSp4QqBqCDOUD5DSCjfUKqjHKQpCgkLlENomIC4uTldMOjg4MH78eJ5//nnatm3LhZhMhuvZUEH1rKi0fPNfOGM6+dOtoatBQXni1Bl+OLmPX3/9lVu3biGVSg3G9DBRlsVSWfZK+thbSdk/tzeutjJe3nKW/11OBKh3FkvlCZhcXtqMjbWIJTuvMLazvyBgusPt27f5+uuvTe7bvn27UEw+5AgF5QPGz1nOc76ZbJv/Ms2efAmHpo8QnZZfLxVuQqFUeep720S3bt1ITk7mueeeY8iQIQbJLfo2VFB9Kyot8VkFgGaWU5+XX5qsM8oHdMUkwMsvv4yvry+enp74+voSGBhIcHAwTZo0qbayvbqkpaWRnp5Oo0ZlL0GbsliqyF5Jy+wBjbG2kBhtry8WS5URMIlEIlIK4fuTUWw6HikImO5w/vx5A49OLSKRiLZt29bCiARqEmHJ+wGhVqvJzs4mPDycLl26UFxczMiRI/n555+N/N7qm8LtXvq49Hnt0RCm92lYAyOquwhtE8bkFSlosWSv7qasS5AzP00p3yOxtBWVPo09bPl7Vi8+2nOddYc0vboi4LWgRD54dykxMTFGj5HJZJSUlJQZQSoWi5HJZMjlcuzt7XF2dsbNzU1nrRQYGEjDhg1p0qQJrq6ulb52U8yYMYN169YxdepU3nvvPRwdHQ3230rKYcAq49nHNc+0xdnGUmevZGqGsrGHLbtf6cHq/beYOyDEYIZSy77ZPc32Jvhe33+CgAlSU1N59NFHOX9e06OsbV+5cOFCnbJ0E6g69adqqWW++OILpk+frossA40CFjR+g6XTS+oTQoJC5SndNiFSq1DX47YJqL5fp61MSrFCRbHSsAh85Y645NCtu/Gn/i5ypk2ZxMuTJ7J161ZmzpxJZmamLuEoNzdXtwQeERHBjRs3CAsLIzo6mri4OBITE0lNTSUzM5O0tDTi4uIoKSmhrPt5qVSKTCbD1tYWBwcHXFxccHd3x9vbG39/fxo0aEDjxo1p3Lgxcrnh3zQqKgq1Ws1XX33Ftm3b+Oyzzxg7dqxuOXHLyWijmbVOgc4MbuGps1cqi8WPNWfvlUROR6Sb3C8Ri/jhRLRZWiwJAqaawdXVleDgYM6fP0/z5s05duwY0dHRNGvWrLaHJnCPCAXlA0JbPGqLSdAkTixbtoy33nrLwNC6PlK6UFKrlIjEZT8n9aFQKo1arebnn3+mffv2fDDIl0btn6XLuNdQejSpt20TWrQ2VEqVutJWVF2CnFn9TFt2XoonMi0fK6mYgc096RjozI8no7hyJ4VJ34ZKJBIxZswYhgwZwsKFC1m3bh1OTk4630ypVEqjRo3KXW7WJz8/n5s3b3Lz5k3CwsKIiYkhPj6epKQk0tLSyM7OJi4ujvDwcIMldn1EIhEWFhZYWVlhZ2dHWloaoPmsSU9PZ9y4cbz//vt89tln9O3b18hiqbL2SkNaeNI+wIn+nxzC18na5DHlWSwlJyeTk5NDcHBwpZ6buoSQEX9vlF6F8/QNQCQS8e+//2Jvb0+LFi1qe4gCNYBQUD4A0tPTWbFihdF2ra3ErFmzaj0usS7g5yxnaR83mswfhWvX4TTqNazeF0r6xMXFMXr0aADdbFhPmySWzHu53rdNVMeGKjazgFOR6Qxs5ombnQyVWs3t5FwW7Ag1SBMyZUPl6OjI559/zqRJk0hNNZ3QUxnkcjlt2rShTZs2lTo+OTmZmzdvcuvWLSIiIoiNjSUhIYGUlBTS09PJzs6msLDQ6HFXr15lwIABiGVy/GZvQ99iqTL2SjKpmAVDmrLhSASxmQVlFpRgaLGkVqs5cuQIa9eu5ddff8Xf399kkkxdpqoCpmm9gxnQ1AN/Zzm2MinxWYUcuJHM5wduk55XDNQPAVO5qUuy3gTPassXJ1MZ21kuiJbMhPrzjVOL5OfnY29vb/KLZ/Xq1UIxiWb2LTY2li5dulCSloLy1E8c+vOzel8o6ePi4qL7f+1s1fLlywkLC+OTTz6hubdbbQ2t1qmOX2dsRoGB16QpKoo5fdBCAnd3d9zd3cv19bS2ttYVlWKxGJVKRZMmTejatSsBbbqxMeFuMekot2DOgMas3n9LV+yYYlrvYCwkYtYeLDsSVosauBKdzJl/fmf16tXcuHFDdwP0MK7EVFXA1NLHgasJ2fx5KZ7cIiUN3Wx5ppMffULcGbL6PwpKlGYtYKpU6pJIRInMURAtmRn185v5AePr68vt27dxd3c3KiqdnJxqaVR1h5MnT9KrVy9EIpHuizAnJwe1Wl3v+0v1iY6O1jWwa1EoFPzwww9MnDiRPn0e/qjJe0GwoYKCggLde8jNzY0pU6YwadIkgoKCADgfncFGPYulytgr+TpaM6VHMG/vvGwymtIUPXr1oTjh7hKx9gYoKSmJUaNG6fpB/fz8dD2hvr6+D1QNr1ar+eCDD+jSpUuZ752yMuLLy4d/ecs5o+PPRWew/rn29G/qzp+XEsw2I15IXarfCAXlA0IkEuHt7U1qaioikYiNGzcik8kYMGBAbQ+t1snOzqaoqMhgW0FBAXPnzuW9997DysqqjEfWHy5cuEDfvn1Nijg2btxY74tJEGyoQDM7+dFHH9GoUSOGDh2KhYWh9ZG+xVJl7ZVmD2hMYnYhx8PT8HXULHW72ckAcLGxxNfRmrisAvRfmt6e7kQmGPccZmdn88svv5Q5fm0/qFYRb2dnpxMlubq64unpqStEg4KCaNCggcHMfVVIT09nwYIFAIwcOZJPPvkEPz8/g2PuRcCkT2yGRjBmb3X372FuAiZBtCQg2AY9QIKDgwkPD+eHH35g7NixtT2cOoFaraZDhw6cO2d8Vw9w6tQpOnbs+IBHVfd4/fXXTfbhtm3btsznrr4i2FCVjb7FUmXtlZp52dOlQflFW6ule8kuvJNiBFxeMpAbVy7x8ssvc+rUKUQiEWKxmOeff56vvvqK1NRUwsLCdNnu8fHxOiV8eno6mZmZ5Obmkp+fT1FREQqFokxFPGiW9i0tLbGyssLGxgY7OzucnJxwdnbG3d0dLy8vfHx8DArR2NhYQkJCAE12vIWFBYsXL2b27NnIZJqCudeKAzr3ANAImHa/0oNz0Rm89fvlctOXnOQWSMViAl3lzB/YhDZ+jgz87DBhKXd9GANc5Bya9/DfDAqpSwIgzFDeN0z1/llbW9O9e3ehmNRDrVbTuHFjk0XR448/LhSTd3jvvffo27cvzz33nE7FC1BcXHbfW31FsKEqG32LpcraK9lZSXG2MVzWbexhx7xHQ1h/KIxz0RkGS+H+LnJsZFLatWvH8ePH+f7775kzZw7p6ek4OzsjFot1vaBdu5Zf0OqjUCiIiYkhPDycqKgonSApOTmZ1NRUMjIyyM7OJjc3l4yMDG7fvl2mMr40SqUSpVLJm2++yZIlS3j66acZ8uRTRKcbzvBWRsAE4GYr4/Rb/XU/x2cW8Oq2CwbFJBhnxGdkZLB582Y2bdrEwoULGTlyZKXGX5tURbRkZSFmVHs/BjTzoImHHXKZlKi0PLaeiubHU9Fo36r1QbRkjggFZQ1SnqpNBMgGL6RZI1duJeUIqrY7iMVitm7dSkpKCv/++6/BvoYNzWt2qCqYuiEZNGgQzs7OpKWlMW/ePP7991/c3d1re6h1EiO/TtSoKTvWrT7ZUGktliprr2SK7DspQxdjMw2O07dYAs37e8KECQwbNoy1a9fy+OOPV3vcUqmUoKAgXT9oZcnPzyciIoKIiAidL2hCQgKXL1/m9OnTRscXFRWxZcsWfj90Bucxd1cFKitgAsgsKGbsNyeQWUho7m3PoOaeyC2NBUlq0LzPk8JZu3YtP/zwA8XFxajVam7frlgAVReoimjJ31nO0sebczQslW+ORJBbpKBnIzfeHdaStv5OzP35IlB/UpfMDaGgrAEqo2pTA4VSO/ZFFbN31WFB1VaKZs2a6QrKOXPm8NRTTz2UfnX3QkU3JH7OcnJDBjPlyWdZsWJpbQ3zocHPWc4QeTjbvp7PU/M/JUHkLNhQUT2LpcpiymIJNFnn2n7FB41cLqd58+Y0b27Yq/j9998zfvx4QNO7KZPJGD9+PNOmTaN169acjUxjxJd3nQGqkg9folRzNEyzkrD/ejJHb6fx28uPkJZXzP7ryQbHdu/Zm8ywC0aCO+1Ma20KNzMyMvjuu+8YP368yXFUVbSUklPEwM8Ocys5V7ftx1PRfDSiFU938GP1/ltEpeWbrWjJ3BEKyntEULXVDCkpmlSSRx99lI8//liX6lEfqOwNSXR6PrIWA9iLiHEbTgo3JGUQGhpKRkYGYrGYcePGoVQqeWtQY1q2bCnYUFGxxVJpeyVTnIhIJ/DN3QbbKrJYqmuUlGhmWRs3bszMmTN57rnncHC46yhhZXn3dXGv+fDnojNIyi5kWBtvo4IyLycLwKhHdPny5SxfvhzQzPTqi5W0CUqOjo64urri7u6Op6enrk80MDAQPz8/I1FWVfn999+ZNWsWS5YsYcWKFUycONFAiV9V0VJGfgkZ+cbP0d4riTzdwY+GbrZEpWl6Vs1NtFQfqF+fpDWMoGqrHmX1lzo4OPDXX3/Vq2Kyqjck2mVb4YakbObMmcO+ffsMtuXkaBJgBBsqDYLFEjz77LN07NiRFi1amPzMCXSxQYTmZs7T3grJnSxuU8ruI/P7lpsPD5ri087KsMATAft+38rsGdOM+sjHjx+PXC4nOTmZtLQ0MjMzdT2iiYmJREdHlxvfCZqZV4lEgqWlJdbW1jrBkqOjI05OTri5ueHp6YmXlxe+vr4EBAQQGBiIs7MzoFHCi8ViMjMzmTx5MmvXrmX9+vV07qxZiq5u6lJptK4BGfl3WwnKS10SqJsIBWU1EaK4qkZFy7ly98H0mtOX8NT8etNfKtyQ3B8yMjKMts2ePZv169c/cCPyuopgsaSxWGrZsuwCuDoCJmsLCWrUFJYY5sMPau6Jo9ySS7FZBtv9XeT07NqZ06dPs3nzZubNm0d6uiYnfdasWZV6vapUKhITE4mMjCQmJkYnVkpKStKJlbKyssjJySE7O5uUlBSKi4sNYoBNIRaLEYlEqFR3r+XChQt06dKFoKAgZr/+JlHp3gaPqaxoSR8LiYiJ3YKITs/nYqnnp7RoSaBuI/yVqoFW1Vae7cbwdUc5H5MJwE+Tu5i03Th0M5kJGzVN4eaqaqvscm6eSM7lIhsG1JP+UuGG5P7w0UcfcfbsWaPtp06dYsWKFfz444+1MKq6yTMd/UnNLaoxiyVzfP1VVcDUzMueHyZ1ZteleMJS8lCp1bTycWBYWx9i0vPZeCxC91h9AZNYLOaFF15g+PDhLFmyhB07dhAYGFipMYrFYry9vfH29q744FLk5+cTGRlJVFSUQY68dlb08uXLBq4SWiIiIpi7+H28J67RbauKaEmfpU+0oLGHHc9vOmX0/aAVLQmrCg8HQkFZDUqr2jYejTC6s4pMM7SHiM8s4KO9Nwy2JWXfzdw1R1Wb0F9qmqrekAjZwJXn2LFjJrf7+/uzbt26Bzyauo++xVKJUkVVVsDN3WIJqi5gSsgqYM/lBB4JdmVEO1+kEhFxmQV8dzySzw/cJlOvf7CsjPhVq1axatWqGrqC8pHL5TRr1oxmzZqZ3P/MM8+wfft23Uylvb09L774IlOnTiVFZcOYTXejS6siWtIypUcDxnTy5+O/b3DwRorJY4oVKpPbBeoeQkFZRUyp2k5FpvO/y4nlPi6nUMHvF+LK3G9uqjZhObdsqnpDUt+zgavCjh07eOONN/joo48Mtg8ePBhHR8faGVQd55mO/jzSwIUec9ch8mpWdv7yHeqTxVJVBUwZ+SUs+P1yhed9WARM+fn5qNVqWrVqxauvvsro0aORyzV/7+L4u59Z1REtjWznyxuDmvDDiSg+P1C2RZJ+upNA3UYoKKuIKVUbgI2lhEKFqsIPYplUXGYerrmo2oTl3LKpzg1Jfc4GrioikcjADL9nz57k5+cbWcYI3KWwsJDRj/Un+sQJnhj3Em1HvsKBm8mCxdId6rOA6ZNPPuHtt9+mffv2RsKlexEtDWjqwQdPtWTPlUQW7Sy7ABfd+T0CDwdCQVlFSqvaAFaMbI2tTIpCqeJ0ZAbv/e8aoXGGM05BrjZcXToQmVRCSk4hW0/HsPrfWwYzVWWp2vLy8vj++++5cOECa9euRSIxNsitK1R1OVcfeysp++f2xtVWxstbzuqKLHNazr2XGxJ96kM2cGUw5RgQFhYGaPKZtct1AsZs3LiRq1evsn//fp3CuE+7Jsx6ojlLaC5YLN2hPguYyguXqI5oCTS2QmuebcupyHRmbbtAeeHP2tQlgYcD4S9VBXKLFETr5boWK9X8FZrAgRvJZOQX08jdjsk9GvDzS10Z8cUxriRkAxCVls/x8DSuJ+Ygt5QwpIUnM/s2ooGrDTO2njf4HfqqtsjISNasWcPXX3+tsz15//33a9XotiKq01+qZfaAxlhbGBfLD9Ny7qVLl9i2bRsTJ040acxe3RsSMM4GVihVnIi42zBfX2w2KkykKgmg4dNvsvyzN4RishzWrFnD+fN3P39EIhHZ2dm6nwWLpbsIAibTVFW05ONozTfjO6BWw1+XExnS0svg+OuJ2VxP1HzXlU5dEqj7CAVlFYhKyzP48joXncG0H+9alOy7lsxflxPYM7Mnrw8K0Sm45/92yeA8O87H8d7wlozp5M+GIxEGs3VqYO6SDzi2ezuhoaGIxWID2wZ7e/v7cWmVIjY2lkmTJvHyyy/z5JNPGn1ZV7e/FKCxhy3PdQ5g9f5bzB0QYrCvouXclJQULl68SP/+/Y32PWj++OMP3nvvPd5//32GDx/O/Pnz6dSpE1D9GxKofjawOVHpRCoLO8TB3Xj0s//qhWNAdTh69CihoYYzbmq1mlWrVtGtWzf69etXSyOru8zo0wgXuSULfruASCylKlIRcxUwVVW05Odkjb21ZlXl3SdbGO1fte+mrqAsK3VJoO5ift8695HKqM2i0vL551oiA5t7IhZRpmrym//CGdPJn24NXY2Wfzdu/p7iBM2dsH4xCSCTyZBKpVhYWGBlZWVgVmtvb4+joyPOzs64uLjg5uaGh4cHXl5eeHt74+fnh41N9ftRTp06xd9//83ff/9Nr169WLNmjYGP270s5y5+rDl7ryRyOiLd5H5Ty7n5+fmsWrWK5cuXk5+fT0pKCq6urtW+vprAyspKdxOwc+dOfvvtNzp37sxLL71EYNvu1bohgapnA2tnltRqNceOHeOHH37gzz//5JtvvmHQoEH36/LvG1V1DNDuNnfHgOqyefNmFAqF0faMjAwOHDggFJRlcHjTB8Ru3cHARZu4nKqs9wKmqoqWTCUsmeJhES0JGCIUlFWgsmqz+MxCZFIJckspuUXGH9oA8VkFgMa7qzTr1qzmq4/e5tSpUwb5rpaWlnTu3Jns7Gzy8vLIy8sjNzeXtLQ0SkpKUCgU5aYmaBGLxUgkEl2Ul7YotbGx0RWlTk5OuLi46GK9vLy8uHz5bvP0kSNHaN26NVOmTOGdd97Bzc2t2su5Q1p40j7Aif6fHMLXydrkmPWXcxUKBZs3b2bBggWkpKTorjk3N7fCglKlUpGbm0t6ejrp6elkZmaSlZVFdna27l9ubi65ubnk5OSQl5dHfn4+BQUFFBQUUFhYSGFhIUVFRRQXF1NcXKx77hUKBcXFxbqbAO0X9smTJzl58iSWXo3xmvBJueMr64akKtnARQoVV69eZcuWLXz33XfExsYikUhQKpUmTb/rOoJjQM2zbt06EhIS2LVrl8H2xo0bs2zZsloaVd2loKCAOXPmsH79eiwsLNg1d9Dd1ot6LmCqz6IlAUOEgrIK6KvaysPfWU5hiZK8YtPFpPYYgPRcQwNYEfDMY/2YNGIg//77L6+88grXrl3TPMbfn8OHD1c4zuzsbF1agjYxISUlRZeaoB/hpS2YsrOzKSkpoaSkxGhW1BTalIUvv/ySL7/8klbtOpL16Nt3rqDyy7kyqZgFQ5qy4UgEsZkFZRaUoGk5GDP+Bf74dTv5+flG+zt37oxarTYo8JRKJSqVCpVKVali2xQikQiRSKQrxCUSiW6W2MLCArlcjqWlJVZWVuTk5BAZGWnwWLVaTcuWLXl22mt8GVXx76vMDUl52cCPdO5IUWKYwTbt36uwsBCFQoFU+nC89QXHgPuDVCqlQ4cOBgWlhYUFrVu3Nshqru/cvn2bxMREJk2axM2bmtdho0aam5JGHnYsEQRM9Vq0JGBI/XjF1xD6qjYAZxtLo0SApp529G/qwaGbyajVYCuTUqxQUaw0LNJeuTNTcuiWoZmrvqqtX79+XLp0iW+++YY333wTf//KfRHa29uXa1ZbGYqLi0lISNAVpomJifz6668cPnzYqOCUSqWI7NzRFpNQ+eXcab2DsZCIWXuwbB+yu4j49e/DFJsoJgGKioqQy+UGBZ52Bla7XS6XY2trq2sTsLOzw8HBAXt7exwcHHB0dNTN0Do6OmJpaVml523r1q2MGTNGNyM4dOhQPvzwQ5o1a0ZekYKvluytkRsSMJ0NDGp6d2jOP39FmLwxmDhxIhMnTsTCwgJbW1vc3Nzw9fUlODiYli1b0q5dO9q3b4+VlZXRYx80Men57L6UQOT7Q03u17oFWFmIGdXejwHNPGjiYYdcJiUqLY+tp6L58VS0QduJOTkG3Cvx8fGAppDcu3cvHTt2rNMOEg8apVJJy5YtKSwsNOgXN/U5XN8FTIJoSQCEgrLKaFVtSpWaz59tS2GJirNRGaTlFdHI3ZZnO/lTWKLkgz2aVJwW3vasfqYtOy/FE5mWj5VUzMDmnnQMdObHk1Fcib8rvDClapNKpUydOpVx48aZ7Hm6X1haWhIQEEBAQIBuW2RkJIcOHdIVSwMHDmT27NkMGDCAi7FZDP/CdEqJltLLud4O1kzpEczbOy+X6c1ZmuOnzpB89SQffvghBw8eRCqV6p6XXbt20b179+pfdA3g4qKJ2GzTpg2ffvopPXr00O2rzg1JVbOBA1xs2PPnH8THx/PSSy+xa9cu3SypRCJh/vz53Lx5k4iICBITE4mNjeXWrVvs37/f4DwSiQRbW1tcXFzw8fGhQYMGNG/enHbt2tGxY8d7FoetX78eKysrJkyYUKYSe8GOUJR3ZpXLcwvwd5az9PHmHA1L5ZsjEeQWKejZyI13h7Wkrb8Tc3++qHvMw+QYUFOUNXsWGRmJSCTi2LFjdOjQobaHWedYvHgxhYWaNDP91Y26cLNVF9FPXVLcaTWpNColMksLsxMt1TeEgrKK6Kva/r6axLA23rzYIwhbmZT0vGL2XEnks39v6Ty3YjMLOBWZzsBmnrjZyVCp1dxOzmXBjlB+PBVtcO7yVG33IqapKezs7JDL5UycOJEZM2bQuHFj3b7q9JfOHtCYxOxCjoen4euoWep2s5MB4GJjia+jNXFZBQY+ZTKpmEGDBjFo0CDOnTvHihUr2L59OyqViqKiopq72GrSv39/Lly4QKtWrUwWSlW9IQlytalWNrC3tzc7d+5k69atTJs2jaysLHx8fFi+fLnJcScnJ3Pq1CkuXLjAtWvXCA8PJyEhgeTkZCIjI/nvv/8MjheLxcjlclxcXPDy8qJBgwY0bdqUNm3a0KVLlwp7WRcsWEBGRgY//PAD3377rdGsj9YxoEuQM1C+W0BKThEDPzvMreRc3bYfT0Xz0YhWPN3Bj9X7774f64sBfEXWSv7OciLlLZm+oJdQTJbBE088YfL9cuDAAVJTU2tdAFgXeaajP92CXSt0Y9Ci3V8YfQnL67t58q0DD3C0AjWNSF3dxrJ6zLgNJ8tUtVUXraqtLs+cqNVqFAoFFhbGQqK8IgUtKrGcu25MO/o2cafp4j1sfbELXRq4lHt8q6V7yS7UzECKgMtLBhr1JkVGRrJz504mT56MtXXZPZh1gVtJOQxYpemDff6RQIa18SbAxUZ3Q3I0LNXghsRJbsFrj4bQKcgFLwcrXTbwgeuaLO8MvWxggH2zexoVSomJicycORM/Pz9WrlxZrXFnZ2dz+vRpzp07x9WrVwkLCyMuLo60tDRyc3N1PZpaRCIR1tbWODk54enpSVBQEE2aNKF169a0atWKkBCNNZRUKsXS0pJPP/2UyZMn64rwJTuv8P3JKDoGOPHTlK68vOUsh2+mVMn8vV8TdzZM6Mikzaf5V6/PVCIWMa5zgFkawFfGWkmLVvQlWCuZJiMjA2dnZ6PtVlZWhIWF4e3tXQujenioimipZ5sQEhIS8PHx4ddff6Vz57r7PShQNkJBWQ1i0vPp/+khimowtF4mFbNvdq+H+kO914oDFS7n/jG9O4duJjP5+7N0CHDC2cawR7Gxhx3zHg1h/aEwzkVnsP96ss4qJsBFzqF5fR7MxdxHzPGGpLCwkLNnz3Lu3DkuX77M7du3iY2NJSUlhdzcXEpKSio8h5+fHytWrODRRx9l2DcXiErP1yUu5RYpKmX+rs8zHf344KlWPPXFUc5FZxrsM5fXkj761kpVeW1pPRIFayVDEhISjIpGS0tL5s2bV+ZMv4BpKhItTZo0iW+//RbQ3IzOmTOHd955p85PEAgYIix5VwNB1Waaqi7nnokytrDJLtAUHhdjMw2SF8wpNcEcbTasrKzo1q0b3bp1M7lfoVBw6dIlzpw5w65du/jzzz+NjomJieGZZ55BZmOP1ys/AlUzf9fHQiJiYrcgotPzjXovwbQB/IULF/jpp58YM2YMrVq1qs7TUGsI1ko1j7Z/EjSv7y+++KLcnl+BsqlItOTp6anz71Wr1Xz66afs2LGDLVu20KVLlwc4UoF7QSgoq4mBqk2thnv4kDEXVVtV+0urgjmlJtTHGxKpVEq7du1o164darWaP//80+CLuU+fPvTv358uXboQna1i8QnNl3lVzN/1WfpECxp72PH8plNlJupEpuXhZyvixx9/ZP369Vy8qBHvODk5PVQFpWCtVH3Kmzk7deoUAG5ubpw4cYIGDRrU5lDNGgcHB4PPA5VKRXh4OLNnz+bo0aOCldVDglBQ3gPTezfkh2++IN6rO1JLWZmpOKYwxygu/dSETcci2XQsssrnMJWkYI6pCfXZZiMvT6PObt26NRMmTGD06NF4ed3N9D0fnQEnynYMqCiNakqPBozp5M/Hf9/g4I0U0ycBnhr5NGGn/jXq/3R3f3hmwmPS81m884quNcAUWnslgB6NXHmspTdt/Bxp6G5LQlYB3T8yFEKYu7VSZQRLfULcObJ9F/7+/ty4cUNQdt9nHBwcjN6H7du35/LlyyxfvpxFixbV0sgEqoJQUFaTq1ev8swzzxAaGop70B56vbWxSqo2c43iMsfl3PvFvdhsPMw3JNOnT+fpp5/G19fX5P7KOAaUZf4+sp0vbwxqwg8novj8QPnephFht4y+xACmTp3K66+/joODAy4uLnh6euLj40NgYCDBwcE0adKERo0aVdmjtKokJSVx5MgRhg0bVqY/5IIdoboeYyjfXgngydbePNbKm8txWSRlF2IKc7VWqmwWfFR6vqZ1p/EztO4+npR8FX5CPXlfcXR01P2/hYUFJSUlnD17FtCYyws8HAgFZRXJz89n2bJlfPzxx7ovo5GD+7B2Umchiov6uZx7L1TXZuNhviGRyWRlFpNQuUQqU+bvA5p68MFTLdlzJZFFOy+X82jN+3HBK5P54N2lFBcXG/gM+vj4UFhYSHJyMlFRUWX6v4rFYiwtLZHL5Tg4OODs7IyHhwc+Pj4EBATQsGFDQkJCaNKkSbVmuNavX8+SJUto3bo1GzZsoH379gb7tdZK+pRnrwTw0d4bvPGbpgjdMKEDIR7Gn0PmaK1U1Sx47f4rqSVCFvwDoH379rRq1Qq1Wk1oqOF3R2ZmZu0MSqDKCAVlFdizZw8vvvgiCQkJuhQSkUgkRHGV4pmO/sSl5bDmUKTQX1oJ/JzlfC/ckOjQN4CvjPk7QKdAZ9Y825ZTkenM2naBirwr/F3kLJn3Ji9Nep5Zs2axfft2nQH84cOHjQre5ORkrl69qjOFj46OJiEhgZSUFDIyMkhLSyM2NrZMNbtIJNIVn/b29jg7O+Pu7o63tzcBAQEEBwcTEhJC06ZNsbW1BTQqY7FYzOXLl+nYsSMzZszg3Xff1ZnKbzkZbfIGxMZSUqa9UnJO5bxaJWIRP5yINgtrJUGwVPdp2LAhTz/9NAsXLjTal5FhLN4UqJsItkGVRK1W4+vrq4sr02fr1q0888wztTCquodSqeSnn37ihRdeQNa0D16Pv4pSXfGMgD4P83JuTVGfb0jgrg/l9xM7mXQLUCjVDP/iGGEpufg4WvO/mT2wkIhZ/r9r5BYaziheT8zmemKO7mdTPpR///03U6ZMISkpiaysrHtazs7MzOTKlSvcvHmT8PBwoqOjiY+PJzk5mYyMDLKzsykoKKCkpMRkvrxIJMLCwgKVSmUwO6r19pwyZQqzZs1i3PYwotMLAKplr6SdoSzdQ6mlLGulS5cuERsby5AhQ6rz9DxQfjodXaOrJR8+1bLefibdbxQKBStWrODtt99GpVLpJm2aNm3K1atXa3l0ApVBKCgryahRo0hMTKSwsJAzZ84Y7Dtw4AC9e/eunYHVERQKBT/99BOLFy8mPDwc0KS1nAi9VeXlXMFoWUBrAF8Z8/fyBCkAq/bdZNW/twy2mTKALywsJCEhgaCgoJq/oDLIzc3l2rVr3Lx5k7CwMKKiooiPjycpKYkrV65QXFxs8nEiS2v8Z2/Xzf6383fixe5BRvZKcktJmfZKFRWU+kECxcXF/Pbbb6xevZrjx49jYWFBUVFRnbbQ0foFt/VzrJRgCTTP45uDm9DC24HcohJ2hSawYu8NXTSsOfgF13WuXr3K+PHjdT2UdnZ2ZGebtgcTqFsIBWUlcXZ2JiMjQ5djLZVKUSqVqNVqrl27RpMmTWp7iLXGzz//zPz584mIiNAtGwK89tprfPTRR0DVUhPMeTlXoPKYowF8VfD39ycmJkZXtFlYWDBgwAD69euHnV9T3j1rLCjSJ8BFzp6ZPTkVmWbSXqmighLg4/4unN33B19//TVpaWk6r0AHB4da7W0rKioiJyen3PhD7etHm7ZkSrB06GayLm2qmZc9v738CLeTc9l6KhpPByum9GjA8fA0nt+kef4eptfPw4xSqWTlypXMnz8f0NzsyWQy3f76voJTVxH+ApVAoVDoPjy1Qhx/f38aN27MhQsX8PPzq8XR1S5KpZKpU6eSnp4OYLCE17p1a93/C/2lAlWlvjsGaGdlmjdvzssvv8yYMWN0atjz0RlwtmxrJajYXqkyjB03geKEu/2H2mXI3NxcmjVrphMjubq64u7ujpeXFz4+Pvj7+xMYGIiHh8d98RD87LPPWLBgAa+++iqLFy/W9ZVqqY5g6bWBIWQVlPDM1yd0zgGxGQV8OKIVPRq58t+tVLMULNVFJBIJr7/+Ov7+/owdO5Y1a9bw5LiXKmX3NLazP41MiM0E7j/Ct3glSElJMep1Cg8PJzw8nLCwMGxsbGppZLWPRCLh0KFDDB8+3MjeoU2bNiYfU1FqgoAACI4B27dvx9nZmfbt2xstLVfGWgnKtleqLP169+LfXyNNLr1HRUVRXFxcpgpei7Yn1NLSEmtra2xsbLC3t8fR0REXFxfc3Nzw8PDA29sbX19fAgICCAwMxM6u7KIgMjISlUrFqlWr2Lx5MytXrmTcuHG64rWqgiVbmZTuDV3ZcCTC4Hn67Xwsix5rxtCWXvx3S1OgmpNgqa7zzDPPcDMujV05Hny+6nCl7J42HY8U2qZqCaGgrASJiYZ3tVKp5mlbsGABgYGBtTCiusHQoUMRiURs2rSJjh07GhSUFhYWhISE1OLoBMyB+mwA/+ijj5a5rzLWSmDaXqmyiICfN66jZN1HvP3226xduxaRSIRSqaRv3778/fffumOLi4uJiYkhMjKS2NhY4uLiSExMJDk5mbS0NJ0YKScnh4yMDBISEigpKdHNeJaFRCLBwsICmUyGXC7H1tYWe3t7YmNjUavVqNVq0tLSeP7553n//ff5+OOPGTJkCAduJBsVHitGti5TsBTiaYeFRGwkYCpRqrkan21wA6xUqTlwM5klCAXl/ean09FsyWxwx+6pYq9e7f5j4WmC3VMtIBSUVNyPUbqg7NGjB+vXr6dx48YPeqh1huLiYv7++28UCgUNGzYkKyuLkJAQ5s2bx/Tp02nWrJmu8BYQuBfqqwF8eehbKwGVtleqCv4ucs3noMyR1atXM2XKFKZPn87hw4dxc3MzONbS0pLg4GCCg4Or/HuysrKIjIwkKiqK2NhYEhISSExMJDU1lbS0NDIzM8nOziY/P5/4+HgiIyNN2jPduHGDxx9/3EiwVJk8eHc7TX9eco6x2XtyTiGdAp0NtpnKgheoWQS7p4ePevtuqGz81tjO/mzatAkAKysrNm7cyOjRo+u0uvFBcP36dd1SV1aW5q5+zJgxTJo0id69e1c48yAgUBWqagCv7Rl8mA3gK6JPiLsm0UWl5vNn25q0VyosUfLBnhu6xzS5U2QCBDrbYGdlwYw+DQG4lpDNv9eTAU0h3qexYQRlixYtOHjwIHv37q1RJbyDgwOtW7c26LmuiDZt2uiy17VCSXd3dzp37kyH/sP4NuHu53Nl8uCtLDRJIIvTPAAAkZhJREFURMUK48+tIoVKt1+LNgteaN25Pwj59A8n9a6grGr81qbjkahk7fFocJlrZ47g5OT04AddB9F+mOuzePFirl27xtatW2thRALmTmUN4BWZCagSr7Hvi8U09rQv63QPPWM7+7PpeCQAf19NYlgbb17sEaSzV9pzJdHAXgmghbcD8x41bEXR/vzL2RhdQalUqXmui/EXsEgkYtCgQffpiiqPVgQokUgYOXIkM2bMoFu3bohEIs5HZ/DtF1UTLBWWaMSWpnpTZVKxbr8+popPgXtHm09fmum9G/LawBBuJOYw8LPDuu1SsYjpfRoyop0vHvYykrKL2H4mhi8Ohem+3809n76uUK8KyurGb4m9mmD/7Ar23s7hmY5CQQmaglLfIkgqlaJQKIRlboH7TkWOAV5uzuTk5LBUnsjmzZvJy8vDwcH8ZpIaedjRo6Erx8LT2HQskk3HIit8zC/nYvnlXGy5x2itceqyinn69OkUFxczefJkPD09DfZVR7CkTRBytzOOyHS3syLJRMJQZX+PQNUonU8P4GlvxfQ+weSZEJatGt2GIS282H42htDYLNr6OzLv0RC8Ha1ZsEMj6DPXfPq6Rr359r+XfgzEEoqV9acfozK2Pn/99ZeB8n3QoEEsWbLEKG9YQOB+YsoxQHtT8+OPP/Lnn3+Sk5PDrVu3aNiwYW0M8b5SX62VtP6EpqiOYOlmYg4lShUtfRzYHZqgO8ZCIqKZtz27LyUYPFZ05/cI1Cym7J4A3hrSlPPRmUjEIpzkd1OsWvk68Fgrbz779xaf7tN8v285FU16Xgkvdg/iu+ORXE/MEeyeHhD1oqAU+jEqpio9pe5WKq5duwZoCsnly5fTrl27Whm3gICWkpIS1q5da5D9m5OTU84jHn7qu7WSKaojWMopUnD0dirD2/qwZv8t8u4k4wxv64utTMpflw0LSp1gSaBGMWX31CnQmcEtPBm65ghLS1k1dbwjlvrzkmEk8p+X4pnSswGPtfLmeqKmh1iwe7r/mP07onQ/RnNve2b1a0zHQCdkUgnR6flsPR3NpmORWFmIGdXejwHNPGjiYYdcJiUqLY+tp6L58VS0zhjYnPoxqtNT6lSYiNzdny9WvMP48eMf/KAFBExw6NAhZs+ebXLfzJkz2b17t1mK6eqztVJZVEewtOLvG/w29RG2TemqS8qZ3KMBh2+mcOhmiu44U4IlgZqhtN2TWARLn2jOtjMx3EgyvjmUSTRtB6V7XAvu/NzS524PtWD3dP8x+yYQ/X6MHo1c+e3lR3C1tWTN/tss3XWF/deT8LTX9M34O8tZ+nhzRMA3RyJ4769rxKQX8O6wlqwYeVeBqO3HeNj56XQ0/T89xLHwNKDyPaWZVh54v7gOy6a97/cQBQQqTb9+/RgxYoTJfWfOnDHr2coZfRrxwVMtkUnFSMRVK5olYhEyqZgPn2rJ9D7m0RYwtrO/7vPq76tJONtY8GKPIN55sgWPtfJmz5VEHl97hLCUXN1jrsRnM3bDSQpLlCx6rBnPdvJn25kYXt5y1uDcZQmWBO6N3CIF0en5BtvGdg7Ax9Galf+YvlkKS80DoEOAoa2T1ubJw96wJ1Zr9yRwfzDrGUr9fgxbmZRPRrXmwPUUXv7xrElftpScIgZ+dphbyXc/ZH48Fc1HI1rxdAc/Vu/XKCbNoR/jXnpK1YgoUVFvekoFHg60CuRff/3VYHvz5s05e/asQRawOVJVayXtfnO0VqqOYAngTFQGI788Xub+h0Gw9LASlZZn0GrlKLdgzoDGrN5/y6hlQcvBG8nEZuTz1pAmFJQouRyXRRs/jSinRCnYPT1ozHqGUtuPAfBka2/c7KxY8fcN1GqwtpBQevUrI7/EoJjUsveKxti8oZutbpu2H+NhpKZ7SredfjifBwHzo23btowaNcpgprJRo0ZmX0xq0Vor/TOrJ+M6BxDgIqf0fKVarSbARc64zgHsm92T7yd1NqtiUst7w1sireJsbUU8DIKlh5XSNkzzBoSQmV/C5jvWWKYoUqh4YdNpMvJL+PK59hyd35dPRrVm9f5bZOaXkG9iNlKwe7p/mPUMpX4/RreGrmQXluBpL+Orce0JdrMlr0jBjvNxvLP7KkXlvMjc7qQoZOTfvUsqrx9DrVaTn59fJzO+9XtKy+snBU2LwGMtvWnj50hDd1sSsgro/tEBo3OaU0+pwMNN+/bt2b59OwBvvvkmH3zwAVFRUbU8qgdPWdZKz44exc2zR5m69G3efOLN2h7mfUUQLD1c6NswBbrIebaTP8t2XcVDz8pJJhUjlYjwdbQmp0hBVoFmEujRVYdp5G6Lg7UFt5JzNW0LQ5txMiKt3N8jULOYbUFZuh8jyNUGqVjE1+M7sO1MDB/tvUGXBs688EgQ9tZSZv50weR5LCQiJnYLIjo9n4uxhjmvpeO3CgsL+eGHH/j444+Ji4sjLS0NS0tLU6etNbQ9pT0aufLN+A5cjc9mzf7b5BUrCHCW6/pJQTOr+1grby7HZZGUbRxJpkXw+BKoi7z//vv873//0wlxKmOHZY5orZXUajWJ186gLilk4cKFRERE4OjoyIcffmiWYiUQBEsPE/p2T572VkjEIpY+0dxI2Q1wZH5fvj0awbJdV3Xb9FcXe4e4IRGLOFrKgkiwe7q/mO2nael+DLmlxsD2hxNRLP1T8yLceyURS4mYsZ0D+OSfm0Sm5RudZ+kTLWjsYcfzm04Z9SNp+zFcJYWsW7eONWvWGFiWSCQSHhTFxcVMnTqVQYMGMWrUKJNfENqe0sr0kwJ8tPcGb/ymKUA3TOhAiIfpviFz6CkVME/mL/+U1f87T68VByq0w2pUxuvbHFi/fj3Lly/XxaSqVCq+/vprLCwsePfdd+vcjW9NImTBPxzo2z3dSMphyvdnjI6ZOyAEG5mEZbuuGiRA6SOTipk7IISk7EJ2XjS0ExLsnu4vZvvMlu6TKCzR/Fz6BfbHhXjGdg6gnb+TUUE5pUcDxnTy5+O/b3DwRgqm6DdgIElXTxptl0gkLFq0CGdnZ5ydnXF1dcXNzQ13d3c8PT1rfDk8MjKSjRs3snHjRj7++GNWr15Nly5dDI7R9pSa6ictVCiNCstkE+kQZSF4fAnUJe7aYeUjcWiCMt34y6e0HVaPhq5mJ07RkpiYSGyscUKOp6enWReTWgTB0sOB1u4pI7+Ev68mGe2f2C0IsDTY9/mzbUnOKeJWUg62VhY83d4Xf2c5L2w+rfMTBcHu6UFgtgVl6T6JpJxCQjztSM01LJLS8jQ/O1hbGGwf2c6XNwY14YcTUXx+4HaZvyc3O9PkdqVSyfvvv1/uGEUiEWKxGKlUilQqxdLSEplMhpWVFXK5HLlcjo2NDXZ2dtjb2+Po6Iijo6OuSHVxccHd3R13d3dSUu4WvOfOnaNr1648/fTTfPjhhwQGBgJ3e0rvpZ+0LASPL4G6QnUjVo+Fp9H/00MsfaI5z5jZbNSCBQv48MMPKSw0bF2JiYnhjz/+4Mknn6ylkT04KpMFr1arcbZU8mSHhjzXxV9YcXnA6OfTV5bQuCxGtfdjzB1v0dOR6by67QJXE7INjhPsnu4/ZltQlo7fuhyXRc9GbnjYWxF+x7sK7ma3punZEgxo6sEHT7Vkz5VEFu28XObvEAGJt0LZu3snc+bMISYmRhdH6O3tzb59+0hOTiYlJYW0tDTS09PJyMggMzOTrKwssrOzyc3NJTc3l/z8fAoLCyksLCQjI4Pk5GRKSkpQKpWoVFUr8JRKzV3Z9u3b2b59Ow0aNKDfwCFEOwwCqt9PWhGle0oFBB4092KHpbyzHGqOdljJyclGxSSAi4sLBQUFtTCi2qMswdKunb+zeM400iwleK1cyY/rk5g5cyaOjo61PeR6g77dk6kbwWe+PmG07cvD4Xx5OLzc8wp2Tw8Gs/3mLx2/tftSAtN6N2R0Rz+Oh99Vfj3T0Y8SpYoTd7Z1CnRmzbNtORWZzqxtF8rsLwRNP4atlQUjRozgscceY+3atSxevJjc3Fzs7e1p2rQpTZs2rZHrUalUZGRkkJSURHJyMqmpqaSlpZGWlkZGRgahoaHs3bvX6HEikQiRSERkWh7qO9Zb1e0nrQjB40ugNhEiVsvGxsaG0aNHk5mZqfucaN68OZcvl33DXB+wkUmRZCew6v33+eOPP1CXFJJXAlOnTgVgyJAhdOjQoZZHWb94b3hL+n1yEKVajZG3XzUR7J4eDGZbUIJh/NaVhGy2nY5hdEc/pGIRJyLS6RLkzGOtvFl74DbJOUX4OFrzzfgOqNXw1+VEhrT0Mjjf9cRsridq0jZK92PIZDLmzJnDhAkTWL58OR4eHjV6LWKxGBcXF1xcXGjWrJnR/u3bt7N3714kEglKpZLg4GDmzZvH+PHjkcvlnI/OYPgXx4Dq9ZNWFsHjS6A20NphdQly5qcpXU0eM3zdUc7HZAKaL5jpfRoyop0vHvYykrKL2H4mhi8OhelmRszJDsvJyYmffvoJgB49enDkyJEau9l92Dl79izfffed0XaZTEabNm0e/IDqMbGxsby9aBFJFxNxGjijxs4r2D09GMy6oCzdj/HW76HEZxUwqr0vjzbzJC6zgGW7rvDtUc0xfk7W2N/ppXz3yRZG51u176auoCyrH8PFxYVPPvmk5i+mAqysNEv3PXv2ZN68eQwaNAix+G4fqX5PaVX7SauC4PElUBvoR6wCbDwaYWTzFZl2t9Vl1eg2DGnhxfazMYTGZtHWX5Ou4e1orYtVNVc7rJ9++glfX19atevIlfisemejVJoxY8awfv16jhw5YrC9pKSEK1eu0Lp16zIeKVAT3L59m99++43t27dz9qwm5lIkErHw3Y9Y+9+9h2YIdk8PDrP+9Cjdj6FQqfns31t89u8tk8efiEgn8M3dFZ63LvZjPPbYYyQnJ+Pm5mZyv35PaVX6SauC4PElUBvoR6xqORWZzv8uJ5o8vpWvA4+18uazf2/x6T7NEvmWU9Gk55XwYvcgvjseyfXEHLO0w7qVlMOWs5kEvrKZDdnObFhzt4iqTzZK+ohEInr16mVUUKpUKsaNG8elS5dqaWTmTXJyMv379yc0NBSxWGygFXjhhRd4bUhL/NwcBLunhwizn06qL/FbYrG4zGIS7vaUgqafFGB0Rz+DY0r3k1YVweNLoDbQj1jVx8ZSYnJ7x0BnAP68ZNjy8eeleMRiEY+18tZte5gjVvWJSc9n3IaTDFh1mO9PRqG2cYFSoYz6NkoDVh1m3IaTxJiwWzJH/vvvP6NtPXr0YNKkSbUwmvqBpaUlqampiEQiI+HplClTAI3d077ZvXikgQuAyfezPtr9jzRwYd/sXkIx+YAx+29/IX7rLtqe0sr0kwI08bSjf1NNL2igsw12VhbM6NMQgGsJ2fx7PVl3bsHjq/5RV5Jn9CNWtawY2RpbmRSFUsXpyAze+981QuM0S+AyieY+urBEafCYgjs/t/Sx120zBzsswUapYmbOnMngwYOJiIjgq6++wtbWlsOHD9f2sMwaR0dHDh8+TNu2bcnNvZty4+vrS6dOnXQ/V8buSYRmQqNPY3fB7qkWMfuCEoT4LS36PaUV9ZMCtPB2YN6jIQbn0P78y9kYg4JS8PiqH+g+1G8k14nkmdIRq8VKNX+FJnDgRjIZ+cU0crdjco8G/PxSV0Z8cYwrCdmE3Wnz6BDgTGxGnO6xne7MXHroxY+CaTusnJwcfvvtN/bv38+HH36Ip6fn/bzMaiPYKFWOESNGABofyu3bt+Pm5Sv0lz4AfvvtN3Jzc3WezADjxo0zmfRWlt2T8PepO4jU6vKMccwL/Tv1+tqPMW7DyTI9vqqLtqfU3MQLAne5mzxT+ZSRB5E8cyU+i6FrjpR7TICLnD0ze3IqMo0JG08jk4r5d04vZFIxC/+4wuW4LNr4OfLOky2ws5ISl1lA748PGpxj9yvdCXG34Z9//uG7775jx44dFBVpZvIPHjxIr1697tclVpufTkfX6MrMh0+1fOg//8pDe7P0y/Fr5KqtDCxr6mt/6f1k+fLlLFy4EDc3N/7880+GDBlCeno6Fy9epFWrVrU9PIFqUK8KSqjaF6NYBCo1ZhXJFpOeT/9PD1UrDacsZFIx+2b3MovnR8CYe70Ru9cl019//ZW///6bnj170qtXL3x9fXX79O2wymP1M20Y2NyTpm/vQaWGRu62rB3TjsZ3CoOiEiXv77nO9N4NSckpZEipIlW99yPiQ4+hUCgQiUTof2yGh4cTFBRU7eu7H2jf5239HCtloyQSwZiO/ozt7E+Aiw35xUquxGexev9tzkVnAOb7Pq+rN0vmxM2bN7G2tsbPT9O3v3jxYpYtW4aHhwc3b97E3t6ea9eu8e+//zJ9+nSTM5QCdZ96V1Bqqagfg7xUbLOj2PHRbLPrxxBmLgQqy70smeoz79HG5S6ZqtXqMr9EpkyZwtdff6372d/fn/79++Pv74/IyY9vEyr2fH1jUBOm9gqmxZK95BYpdNsbudviYG3BreRcCkuUXF06iP9dTmDG1vMGj0/f8ho5MddMnlsmk2FnZ4erqyu+vr4EBwfTtGlT2rRpQ/v27bG1ta1wfFUhOzub9PR0XaSqKbQrER0DnPhpSleTNkqHbiaTkV8CwFtDmjK5RwN+Ox/L6Yh07K0tGNPJH29Ha0auP8bF2CyzXImo7Zul+oBarcbf35+8vDyOHDnCd999x4cffoiXlxc3b96s8feHQO1Rb5sOKurHaNeqOZdv3uR4vyAajhtX28OtUYSeUoHK8KCSZ3744QdmzpzJnj17DJrxtXTt2tWgoIyOjubbb78FQGRhhf+cnytM1PB3llNYoiSvWGGw/VbyXTFA7xA3JGIRR0tZEImA+JsX+fG7jcyaNYuioiKdKtXS0pKQkBCSk5OJiorixo0b7Nu3z+DxYrEYa2trnJyc8PDwwN/fn0aNGtGyZUvat29PSEiIgWdsRbzzzjt88sknzJs3j6VLl+o8aHXXVEUbJYlYxHOdA9gdmsCc7Rd123eHJnDk9b4Ma+PDxdgss7NREvpLHwwnTpwgNjYWsVhM+/btKSwsxNfXlxs3biCXCzO85kS9LSj1sZFJjeICtfmtzz//PM7OzgwdOrQWRnb/mNGnEa62snrfUypgGm3yDEBzb3tm9WtMx0AnZFIJ0en5bD0dzaZjkbrj2/k78ebgJrTwdiC3qIRdoQms2HuD/OK7SurSyTNKpZL58+ezcuVKAP766y9dQXnx4kV+/PFH9u/fz7VrpmcGPT09+eWXX1hwrFgXsepsY0l6KR/VpnfcCg7dTC4zSlUmFTN3QAhJ2YVGCVLaiNUpU6YwZMgQJk+ezJ49ewBo1aoVp0+fNjg+NTWV06dPc+nSJa5fv05ERATx8fGkpqZy6dIlnXmzPhYWFtja2uLq6oq3tzdBQUGEhITQunVrOnbsiKurq+7YGzduoFKp+Pjjj/n111/ZvHkz3bp10+3X2iiVfk/bWEooVKiMtkvFIqwtJcZBB7nFKFVqAzW81kZpyRMPr+odhJjOB8mPP/6IVCpFoVBQWFiIWCxmz549QjFphtTbJe+KaNCgAREREYDmw3737t0MGDCglkdV81Slf0itUiISS4T+oXqAdsn0kWAXvhnfgavx2ey6lEBesYIAZzkikYgP9lwHoJmXPb+9/Ai3k3PZeioaTwcrpvRowPHwNJ7fdLfY0l8yzczM5Omnn2bfvn26fkQ3NzfkcjlxcXEoFJqZRIlEgpeXF4mJibptAOPHj+fLL7/EysqKJTuv6CJWf3yxM4UlKs5GZZCWV0Qjd1ue7eSPQqlm+BfHCEvRzEh+/mxbknOKuJWUg62VBU+398XfWc4Lm09zLCzNYMzjOgcYFFBqtZotW7YwY8YMRowYwYYNG6r03KpUKq5fv87Zs2e5fPkyt27dIjo6mqSkJDIyMigoKDDy5ROJRFhZWeHg4EBGRoZOEKTt55w2bRoffvghtra29FpxQFdga6Moc4sUZdooAex4+REae9ix4PdQ3ZL3K30b0bWBC0+uPUJMRoHu2AAXOYfm9anSNdclqtJf6utozZH5fcs819ZT0by5I9Rs+0tNURWFtVKpxMPDg7S0u+8psViMp6cnJ06c0PVUCpgHQkFpgpKSEqytrVEq796Zi0QievbsycGDB2tvYPeRynh8Xd//K+mn/mDCsIGsX78eqVSY4DZHbiXlMGDVYWxlUg7M7cXZqExe/vFsmbN7G5/vSDMve/p9ckjXnzi6gx8fjmjFuG9P8t8tw+XXZZ0tePWF0WRmZhqdy8bGhsaNG9O7d2+effZZOnbsCMDgwYPZs2cPIpGITz75hFdffVXXc6kdL8DzjwQyrI03AS422MqkpOcVczQslc/+vUWUXj79Sz0bMKq9H75O1hSWKDkdmc6n+25xNSHbaEz7Zvc0ucSbn5+PSCTC2tq64ie1iuTm5nLu3DnOnz/PtWvXCAsLIy4ujtTUVFJSUkw+RiQS8UivvsR2ma3b1s7fiRe7BxnZKMktJTobJdAUiZ8/246WPndXaqLS8nhh02mDNC3QfB5cXjJQV0QUFhaydetWVq1aRbt27di4cWMNPxs1S1X6S60tJAxsbmwJ1auxG8Pb+jBty1n+upxolv2l+lTXLuzff/+lf//+BufSpuL89ttvDB8+/MFcgMADQSgoTbB3714GDRpktF0sFpOcnIyLi0stjOrBUdYdaOPGjbl1SxNb2bdvX3755RecnJxqebQCNY12xu+ZDn4sH96Sfp8cIiwlF2sLCYUKpUFhaSuTcn7RADYcidDNWAJYSEScX/Qouy7FGwrAVEqyz+0mY99XJn93aGgoLVq0MNq+du1aFi5cyLZt23j00UeN9tcXO6y8vDwDEYP2y9nGxoYGDRoQ3KEX5z2MP7v0KW2jBOBqa8mbg5uSW6Tg2O1U3OxkTO0VTGGJilFfHtOJd7TsfqU7jupc1q1bx7p163Q3Bz179uTQoUM1e9FVRKlUIpFITO7Tv/nQzt6+vOVsmf2lZfHDpM608nWg4/J9Bo4ZZd18PKzcqwK+UaNG3L59W3dM165defrppxk+fDgBAQEP4hIEHiBmH71YHRYuXGhye8uWLbGzM58Pi7LQ9pS29XeiubeDyeWMQ4cO0aFDB12BKWA+aJNnujV0JbuwBE97Gf/O6cW1ZYO4vHgg7z7ZAplU89ER4mmHhURssHwKUKJUczU+26g3GbEEnw4DmDp1KgMGDNDN7mlnG48dM20BNG3aNFJTU00Wk1B/IlZjY2N1/+/o6MjLL7/MyZMnycnJ4dKlS7y9ZFmF54hKy+efa4l0aeCCWHSnL3JSZ3IKFSzeeYW9V5P44WQ0z204ib+znJd6Bhudo2//R/H19eW9994zmGnOy8tj3759XLlyhexs49ne+83FixeRyWRMmTKF5ORko/1Vjek0hZudjK4NXNh7OdGgmDSXmE4tP52Opv+nhzh2J4q3qglLU1d8x+3bt7Gzs2PdunUkJiZy7NgxZs2aJRSTZoqwZmmCESNGcObMGaPtEyZMwNLSshZGVDfQj8dSKpVERkbSqlUrfv/9dwYOHFiLIxOoKfSTZ4JcbZCKRXw9vgPbzsTw0d4bdGngzAuPBGFvLWXmTxdwt5MBkJxTaHSu5JxCXfqMwe/Amo9XrcFGpmnUP3/+PAcPHuTEiRM0b25a7CESicqcdYL6E7EaFBTEggUL6Nq1KwMHDsTCwsJgv6W0cnME8ZmFyKQS5JZSWvo40MTTnnd3G4qfItPyCUvJpX2A8SpERprpZfezZ88a9Zpr/3YWFhbIZDKsrKyQy+XY2Nhgb2+Pg4MDjo6OODs74+rqipubG56ennh5eeHt7Y23t7fRdZbF7du3USqVbNiwgR9//JGlS5fyyiuv6D63qxrTaYonWnkjEYv4/UKcwXZziOnUUhMK+D3pLjz+xlr+eO9lwVeyniAUlCZ47bXX6N69O8OGDSM9PV0nGmjatGktj6x20S8oQSMuKCwsZOfOnUJBaSZEpeXp+qPklpqC44cTUSz98yoAe68kYikRM7ZzAJ/8cxMrC02RV2zCKL9IodLt10cNRKbl0dzbAalUSseOHXW9kveCvh1Web6WlaGu2mFZWlqyfPnyMvcHutggAipa+Ne3UXK7c1NgaoZOesfRQR8RcOvcMd5/ZwlfffUVIpEIlUqFRCKhb9++DBkyhOTkZNLS0khPTyczM5Ps7GxycnLIz88nPz+f1NRU4uPjKSkpQaVSUZnOK7FYjIWFha4wtba2xsbGBltbW+zt7XF0dNT1l6pUKvLy8pg3bx6ffPIJH374IU+MeLrKMZ2meLKNN0nZhbqZO31MxXSCZuZ0x44dTJs2DXd39wqvtTapSQX8JQLYfiamTr6XBGoeoaA0gUQioXv37hw6dIhu3bqRlaW5W23SpEktj6z2UKvV5OXlmdwXEhJicrvAw4d+YVhYovn/0jY6f1yIZ2znANr5O1Fwx1LG1MyYTCo2sJwp6/fUJE1V0WTs/RzHflOQWMrqnR2WjUyKv7O8SjZK4XeU74+38uLQzbszj8297WngZsvWU4bLuP4ucgJ8PFm/fj3Tpk1j5syZHDp0CKVSSefOnZk1a1aVx61SqUhKSiI2NpbExESSkpJITk4mNTWVtLQ0MjMzdYVpXl4eeXl55Ofnk5GRQUlJCQqFwkgZryU+Pp5x48ZhOW8xXi+s1m0/F53BtB8zdD/vu5bMX5cT2DOzJ68PCtH1l+oT5GpDK19HvjkSblKkpn+zVFhYyM8//8yaNWt01lItWrRg5MiRVX5+HhRauzBtf6kp9BOWQNMvPblHA0a09cXXyZrsQgWhcVks2BFKYnahkV2YgPkiFJTl0Lx5cw4dOkTbtm11bv/1GQsLC51diT71oa+0vqBfGCblFBLiaWfsT5in+dnB2kJXuLjbGZpra7cl5Ri/Xkr/npogJiaG1157jW3btgHwWIdGiDuPrZKY4JEGLmZhh9UnxF1no/T5s21N2igVlij5YM8NAC7HZ3P4Vgoj2/thK7Pgv1spuNvLmNA1kMISJd8ejdCdWyIW0afx3Rm2Vq1aceDAAXbu3MnSpUtNGtNXBrFYjJeXF15eXvd07YsWLeKDDz4wsJiSSqU0bdqUnk+NZ5fpl6MObX/pwOaeuuhdfYa18Qbg9/NxJh6tYdsvv3Fmz88cPnyYvLw8g5lyZ2fjFpAHhUqlIiMjo1xR6YIdoSj0LtqUAj4y7e7EglQs4tsJHWkf4MRPp2O4lpCNg7UFbfwcsbOSkpgNCpWaBTtC65S4TeD+IBSUFdC6dWvefPNN3nvvPSIjI/Hw8a+0B5c5IRKJOH/+PIMHDyY2NtbAUsne3r4WRyZQk+gvmV6Oy6JnIzc87K0MrGO0xWNaXjE3E3MoUapo6ePA7tAE3TEWEhHNvO3ZfSmB0oju/J6aID8/nxUrVvD+/9s77/CmyvaPfzK6994thULZlLL3niIbRBFFWSrwunDrK/xeFQUHilt5RUWG+gIylI3svWdpge6990iT3x8hIWnS0oVtk+dzXVzCeU5OnhPPSe5zP/f9/S5dSlnZ3U7kGRNHM3Jkj2rJYQ1q5cmjPQNNpjt3eo9AVh+LBmDX1RTGh/kyu1+wVkZpx5VkAxmlOT+dZm7/5jzY0ZcBrTwoK1dyMjqTj3ff0Pt/X65U8WhP/QdriUTCuHHjGDdu3D9yflVRWFioDSaDgoJ4/vnnmTlzJk5OTlxJzGFbBY92Y+jWl+radAKM7eTHzdR8LidW3nD0/rv/oSz1bhCuu5w/duxYHBwccHBwwNnZGTc3Nzw9PfH29sbf35+AgACCg4Np0aJFvVsSbty4kalTpzJnzhzee+89g8Cypg5LALP6BtMj2I0p3xw1CDw1mJrDkqByTD8Sqgemzv4X6yIUPPxLBKmF16qtwWVqtGnThjNnzjBhwgQOHTqk3S4ylKaD7pLp9otJPDMwhIe6BXBMp15sWrcAysqVHL+VQV6JgiNR6Uzo7MfKfZEU3HHGmdDZH3srOX9eNgwoA91s6+UhLCkpiS5dupCSkmKw3KnpIr2XxaopPgy29HKgX4g7R29lsPpotJ6jUWWUKJSs3BfFyn1Rle6jkVFqzEFBr169GDNmDPPmzWP06NF6lpa1qS/VJSzAmWB3Oz7aHVHpayXAzt/XsOSt1zlw4IBWeF6Dq6srxcXFJCYmEh0djUKhqLJ+VCaTaRuZ7O3tcXJywsXFBXd3d7y8vPD19SUgIIDAwECaN29OQEBApTaeN2/eBGDVqlVs2LCBDz74gNmzZ2ub3WrqsCSRwBO9g9l1NVnr9W4hk2hLZfTOw0QclgRVY3rfpvWIngZX6ABSCg1vFBUQk1nIzydiWH0s2uRdZNzc3Ni7dy/z58/X+itbWVk18KwE9YlmyfRKUi4bTsXxULcA5FIJx29n0jPYlTEdfflifxSpd5azl++KYONTvdkwt5fWKWdOv+YcvJGmV5MHhkumtUWlUrF9+3bs7e1JTjbMoBgrTzFmsWqqvDehA0M/OVCvupyNUUapIpMnT660RrE29aW6jOukXu7+47x+TbEugW62DOrXm0F//83JkyeZN28e58+f145HREQYCOGXlJRw+/Ztbt++TWxsLPHx8SQlJZGSkkJmZiZZWVnk5uaSm5tLamoqpaWlldaLgjpjrGlcsrOzw8HBAScnJ9LT05FIJJSXl5OTk8NTTz3Fxx9/zJdffsmQIUNq3AHf0tMebydrriXl8d6EDkwK98NKLuNaUi7/t+2q3kOoKXXACypHCJtXwvpTsXXyuV4yth3Tmmhhf3VQqVQ89thjrFmzhi+++IJnnnkGqJktl6Bxoiv+LJdKmD8ohCld/PF0sCYhu4ifj0fz3yPReq/pGuTCqyNb097PifwSBdsvJbFsx3VtxlKX+hB/vnz5Mh06dMDJyYm2bdty7Ngx7ZiLiwuZmZl1Or4psP5UbL3KKH0wsUOTbVbSUBubTgCpBE68NoS4rCImfmVcK9WYTWd5eTn//e9/eemll1CpVNoGz7qiUqlIT0/n5s2bxMTEEBsbS2JiIsnJyaSlpZGZmUlOTg55eXkUFRVRUlKiVxJSEWt7J7zmr1GnHamew9KItl58M6MrmQWlZBeV8uV+dQb0mUEt8HO2YdwXR7ienKd9j4oOSwLTQwSURqiLBpcui4a3YsGglvUwo8ZLnz59cA5qTbdpL9TYlkvQeGnszjNbt25l7NixettatmxJZGQknTp10ssKmTP19V320vBQ5g8KqYcZNSy1sekE6N/SnZ+e7MHbW67w4536VGNU9rCUmZlJSkpKg0rPjR8/nj/++AO467Bka2tL+/bt6TPmITYWVq3WUdFhaUJnPz6ZGkaJopyBH/5NUo5ai9bXyZq/Fw1i+6Uknv/1vN4xti/sazarBOaIeFSoQH1qcH246wYe9lZN/qm+MuIyC/F5+F1OJxRw/c5Tf0XMrSTAVGjsS6YxMTF69WkSiYSUlBRmzpxpIKxtziwY1BJ3eyve2nQRhQpUVF+b0xRklCpSm/pSgIOR6TR7bXul4/eqL3V1dW3QDm+AlJQU7d8HDhzIggULePDBB5HL5ZyLzWJjJZlXDRU74DWSYGdisrTBJEBiTjGnYzKNCuLfL7kwQeNABJQ6aDS4NLTzdeS5Ia3o1swFK7mM2MxC1p2K1X4JaZYDJ4X74+VoRUpuCb+ejuOrAze1P8SmqsGlWxIANbflMvWSgKZOY3eeiYmJQSqVatUGVCoVubm5JCUl8cgjj9TLe5gKPdzLSVm9kFbT3yZd7mF2MkoVaewPS/eLRx99lD59+jBv3jxattRfOauNw1JKrrqGuqKsGEBGfqnRTGR9y4UJGhcioNRBV4OrX0t3vn+sK1cTc1m5L4qCUgVBrrZ4O97V21vxUBij2/vw65k4LsXn0DnQmUXDQ/F1tuH1TeofYlPU4KoPW65XN14iPb/E5EsCmjK6zjN1pb6dZ27fvq0NJqVSKZaWlrz11lu88MIL9fYepsCRI0cYPHgwpaWlrJ/XF5WDl9nJKFWksT8s3S/mz59f6VhtOuAjknMpVSjxcjSiQetopdWr1VCfcmGCxokIKO+gq8FlbyXn4ymd2H89jafXnjHqiNDR34kxHX35dG8kn+xR/+D+cjKWzIIyZvcN5qdj0VxPzjM5DS5REmBeaJZM69KgVtMl0+o0du3evVv79+nTp/P+++/j6+tb7fcwdcrKyli8eDFLly7VlgUEBQVhYWFhdjJKxmjMD0sNQW064AtKy/k7IpXBrT1p4WHHzTS1XmkLD3u6BLqw1ojDkrlcX+aK+L97B10NrnGdfPFwsGb5rghUKrCxkFGsKNcLLLs1U9fDbL2oLyGx9WIic/s3Z0xHX64nq/XKTEWDq6YlARIJPNItkOk9Aglys6OwtJwriTl8ti+Ks7FqyzNTLQkwJaZ1C6RPC/e7Elr3YclUK0BejcYucpPJzc3F1taW/fv319qdxVSJiIhg2rRpXLhwQa/GVC7X/7o3JxklY+g9LJUrKa/BCrgp1pfW1GEJYNmuCHqHuLN2dk/t9/7M3s3ILirji7/vaprWl1yYoHEjAso76Gpw9QlxJ7e4DG9HK76d0YUWHvYUlCjYdC6B/2y/SolCiZVMXQtS0atY423cwe+ue0xlGlyZmZl88803bNu2jc2bN+Ph4XE/T7HO1LQk4PVRbZjTrzkbz8Xz8/EYHG0seKR7IBvm9mTy12pnBVMsCTBFAlxt+XlW/TvP6Gm9VhKoVmzsci1JoXmHblw8th87O7GEpsuGDRuYPn06KpVKTzDbyspKzwJQoGZat0B6NnNh0Cvfgldrs64vrY3DUlRqPg99e4xXR7ZmwaAQlCoVx25m8N5f17Q1lmDcYUlgeoiAEsgvURCbefcmCXa3Qy6V8N1jXdlwOo5lOyPo2dyVJ3oH42gj51/rz3Pzjh1Z1yBX4rPu+rp2v5O5rFhXEptRSEGJAjsrOTdv3uSTTz5h1apVFBeru+Pi4uIaNKA8efIkpaWl9O3b1+h4TUsCZFIJj/YIYvulJF749YJ2+/ZLSRx+eTDjw/y4EJ9jciUBpk59Os/UtrErx9oL2djFbL2awbRuIqDU5fDhw3q2qBosLS0bYDaNn+LiYh4c3Jvoy5fZsOMgV0tczba+tLYd8FcSc5nx35OVjjcFhyVB/SACSiAmo0Dvy8PWUt3FtuZ4DEu2XgVg55VkLGVSpvcI4uPdN/g7IpX4rELeGN2aorJyLifkEBagbsopK1dibSHTew8V8MLbSzmw+RciIiK0OmAaCgsLKSsrw8LC4h84Y0OeeeYZzpw5w+jRo1m+fDlt27bVG69pSYBcKsHGUmbQAZiRX0q5UqWX2TWVkgBzoy5LpnVq7FJBeblo7DKGhYUFMpnMIKgUblaGREVFMX78eK5cUZfxDO/RganOzmZdX2quHfCC+sH075BqUFEbS+NFuuWCfn3kH+cTmd4jiPBAFzaeS+CJ1af44pFwvnm0CwAlZeUs3XGd+QNDKCzR94EFWP3TGkqT1D+iFa2z+vXrp/27RCJBKpUik8mQy+XI5XIsLS2xtLTE2toaa2trbGxssLW1xc7ODnt7e+zt7XF0dMTR0RFnZ2ftHzc3N9zd3XF1dcXd3b3STEV2djYAO3fu5K+//mLOnDksWbIEb29voOYlASUKJedis5gc7s/Z2CxO3c7E0caChYNbklNUplewLWy5zAvR2HX/KC4uNrq0XZVLijny+++/8/jjj1NUVKTdplsiYK71pebaAS+oH0RAiaE2VkpeMaHeDobZtTsyCE426ixiZGo+w1ccpKWnPU42FkSm5lNcVs5bD7TlxO0MKrJty2bWf/UhP/30E0qlUi+onD17NmVlZeTn55Ofn09BQQGFhYUUFRVRXFxMSUkJJSUl5OfnU1ZWhkKh0B6jpmZHugGrTCbDwsKCvDy1RZYms/Htt9/y/fff06lTJx6dOYvYzGba11enJADguV/P8/nD4Xz6UGfta2MyCpj89VHisu5+kYN+SYDAdKlpYxeAhUzCnH7NmdTZH38XG3KLFVxKyOH1TZdIzi0WjV06FBcX62UnZTIZbm5u/PDDDw04q8ZDeXk5fn5+pKSk6AnjAzX+HjVVRAe8oLaIX28MNbguJ+TQv6UHXo7W3LpTKwng6aCui8yoIKcQmXrX83VgqFo4+MidekMNEqB3h5YMW7WKxYsX8+abb/Lzzz8D6i+yzz//vE7LUiUlJaSnp5ORkUF6ejpZWVnaPzk5OeTm5pKbm1tpwKoJKHVRKpWcO3eOG2krcX/0I+326pQERN8JEG+k5HE2NoujUel4OFjx1IAWfDujK1O+OUpW4d2siQqIzigwyApoAmaZTL+EQNA0qWljl1wq4b+Pd6NLkAvrT8VxLSkXJxsLwgKccbCWk5xrmlqvtaWgoEAvMJo4cSLffPMNLi6GriXmSHR0tNYxpmIAKQLKu+h2wJeUloG0+t+/ptgBL6geIqDEUINr+8UknhkYwkPdAjh2626mcVq3AMrKlRy/ZZh9BLCSS3lxWCgpucUGy+W6GlwBAQH8+OOPPP/887zwwgtERETUuWjeysoKPz8//Pz8avV6a2trSkpKtPVXbdu25ZVXXmHatGlcSS5ggo4tV3VKAuKyilgzqwfHb2WyeOvdjNThqHR2PTeAef1b8P6O63qv15QeZGZmsmvXLnbs2MG2bdvw9fXl4sWLtTqvxoS51mVpqGljF8CsvsH0CHZjyjdqVQBjmFtjV1XX0fHjxwH198GqVat45JFHRHe3Di1atMDGxkZvqVtDUlISbm5uDTCrxslDXQP4YemrnLdsg01wuFl3wAuqh/n8mt0DXQ2uK0m5bDgVx0PdApBLJRy/nUnPYFfGdPTli/1RpOapl74/f7gzqXklRKbkYW9twdQu/gS62vLEj6coKNVvOjGmwRUWFsa+ffv+sXOsDJVKhUKhrvkcPHgwL7/8MkOGDNH+EFnK9b98q1MS0L2ZK629HXln+zW9faIzCrmZlm/U53XurCfJiblCVFQUKpUKuVyOQqEgODi43s71n6Ym+ootvUw7GKppY5dEAk/0DmbX1WQuxOcgk0qwkEm0DzS6mHpjV3Wuo74tXEgvs8DGxoZr164RFBTUUNNt1FS22hEXF0f79u3/4dk0TgoKCpg9eza7Nq0H4EZyrtk7LAnujQgo76CrwQXwxuZLJOYUMaWLP8PbepOQXcT/bbvCf4/c3edSQg5TugTwyB3B11PRmTy74TxXk3L1jt3YNbgkEgmbN28mODiYdu0Mf5BrUxLg4aBevpdJDbMj8jtLIrqoVCrOHNiBqqxYu02hUCCRSLC1tSU5OVnbINQUqI2+Yr8Qd5N+sq9pY1dLT3u8nay5lpTHexM6MCncDyu5jGtJufzftqt6qwem2thVk+soLrMAj8c/pYufLVKHxq1p21iQyWS4uLgwZ84cRo0a1dDTaRRcv36dcePGERkZCYBcLq9XuTCB6SJRicIRLTNWneDorYx6lUzQaHA19fquAcv3a0sC2vk4sv1f/dh8PoHnNpzX7vPpQ2GM7uBDnw/24elgxbaF/fj9TByLfr+7XN3O15Et8/uy7mQsb/5xWbs9yM2WCfILvPTSS5SXlxutZ7KwsMDb25s2bdrQp08fxo0bR6dOne7fSdcSXX3F2lgVLhnbjmlNsPZo7969nDt3jmnTpuHv7683ll+ioMPindqHkr/+1Y8gN3XgvOF0HMdvZWobu7ZcSOBf688zoq0X38zoSmZBKdlFpXy5/yYAzwxqgZ+zDeO+OML15Lu1vxLg8uIRBj9uMTEx7N27lylTpuDg0HSyJ+Z6Hd1vrKysKC1V18GPHDmSNWvWiKVu1A/106ZNY/PmzZSXl2ubuywsLLSfl0BQFeKxQgehwVU5NS0JSM0r4WBkGpO7BGBvZcGhyDQ8Ha14vFczisvK+e+R29pja0oCnhv7HMOHD2f8+PHcvHlT2wX/zjvvcOvWLc6cOUN0dDS7du1i165dvP3220ilUlxcXGjZsiXdu3dn5MiRDBkypMGEnOukr3gncGiq+orfffcdGzZs4OWXX2bAgAE88cQTTJw4EXt7+1ppvdreCQztrGQ8sPIESTnq7PXRm+n8vWgQ8/q34Plfz2uPqdvYlZWVxe+//86PP/7IkSNHAPD29mb06NH/xEdRZ8z5OqoPKsuiqVQqbXD0/vvv89JLLyGVSu9xNPNgx44d/PrrrwbbK0rcCQSVIQJKHYQGV+XUpiRgzk+nmdu/OQ929GVAKw/KypWcjM7k49039JbKdUsC2rZty9mzZ5k7dy7r1q1DKpXywgsvYGNjo91fqVRy6NAhtm/fzvHjx7lx4wanTp3i+PHjfPbZZwDY29sTGBhI586dGTJkCGPHjr3vWQhz11f08/PT1r0ePHiQv//+myeffBJfX1/ChowH7xHafavT2KWxMT0Tk6UNJgESc4o5HZNptA731dffJOLoTu0DiW5Dio+PT32e7n3D3K+j2lKdOtNg60Is3AJ4+anHeOWVVxpqqo2SsLAwo9s1ShuiuUtwL0RAWQGhwWUcXVuucqUKhVLFp3sj+XRvZKWvKVEoWbkvipX7oirdx5gtl729Pb/88gtDhw7l1q1besEkgFQqZcCAAQwYMEBve0REBFu2bOHgwYNcuXKFmzdvcvXqVX755RdAbT/n4+ND+/bt6devH+PGjaN169b3PPfY2Fjmzp3L4sWL6dmzp9F9dPUVq9JW9He24fArgyt9r3UnY3ltk/qBpjHqKyqVSiIiIjh79ixXrlwhMjKS2NhYUlJSSE5O1jZ3abIa5eXlxMXFUXj4IPaT7waU1Wnsir7jGVxxH1A7LhkTnt7513bKUu9mv3VLJx5++GGaNWtGSEgI7du3p0uXLnTq1KlR2RJW9zoCWD+nJz2bGz4kHbiRyuM/nNL+uzFeR/VJTepMY1HhO+crooPdicssNNnPpDbY2Rm3MVWpVFy+fJkOHZr+Spvg/iICSiPoanDVtn7JFDW4/smSAIlEwpNPPlmjY4WGhvLSSy/x0ksvabdlZmaydetW9u3bx9mzZ4mJiWH79u1s376dV199FalUiru7Oy1btqRXr16MGjWK/v37I5ffvTX++usvdu7cyd69e/nwww/517/+ZfC0rtFXvJe2YkZBqV7dqYYBrTyY0NmPQ5Fp2m1V6SumpKRw6NAhJk+eXKPPqCqUSiWxsbGcOXOGS5cuERkZSXR0NMnJyWRmZlJQUGDUcUUul2NnZ4ejoyNpaXfnL5FI8PLy4scff6TPgMG016mhrE5jV0RyLqUKJV46upTa/RyttMGn9v2AqHPH+Ncz8/jjjz8MXhMTE8ONGzfYuXOn0fm7ubnh6+tLcHAwbdq0ISwsjO7du9dbZnvfvn3Y2tpW+lAC1b+ONCRmF7FsZ4TetpTcYr1/m7JOZ0394FWo79tjtzIY+skBUWeqg7Hud4lEQpcuXYw2awoEFRFNOVVQnSdfDZpxU+/UXX8qtl5LAj6Y2OEfD7wVCgV79+5lx44dnDhxgqioKDIyMvRqhRwdHWnWrBnh4eHExsZy4MABbZH6hAkT+OGHH3ByUmfIIlPyGLbiIPZWcva/OIAzMdlVaisaY82sHnT0d6Lbu3soqWAFuuf5/toMrkqlYs2aNSxcuJCcnBwiIyMJCQmp1nskJydz+vRpLl26REREBNHR0SQmJpKRkUF+fr7RwnuZTIatrS3Ozs54enoSGBhISEgI7dq1o3PnzrRt21YbfJ88eZIePXoglUpRqVQsXLiQd999F3t7e6DmjV2peSV8+2gXBrf2ZMSnB7mZpg48W3jYs/PZfqw9Gcu/dVx3gtxsObBoEAC7d+9m5syZJCcno1QqCQkJ0XatxsfHc+rUKS5cuEBERAS3b98mKSmJrKwsCgsLDXywJRIJNjY2ODs74+3tTWBgIK1ataJjx4507dqVli1bVqsOz9/fn8TERBYsWMDSpUsNMkI1vY7Wz+mJi60lIz49eM/3Bv3ryBSoS52pLouGtzLLOtOKFBUVYWur/t2SSCS4u7vzv//9T88WWCCoCpGhrIIAV1t+ntVDW5vz54UYUgr067LMTYPLFEoC5HI5I0aMYMSIEXrbL168yNatWzl8+DBXr17l+vXrRgXVN23axN9//82aNWsYPXq0Vl+xOtqKxvBwsKJXczc2no03CCZ19RVjY2OZM2cOu3bt0o7HxsYSEhJCZmYmZ86c4eLFi1y/fp3bt2+TmJhIeno6eXl5lJSUGHTOS6VSbGxscHJyIjAwEH9/f0JCQmjTpg2dO3emQ4cOWFsbZgcrIzg4GJlMRvPmzfnxxx/p1auX3nhttF6X7Yqgd4g7a2f31C71zuzdjOyiMr74+24pRUWt12HDhnH9+nVefvllvv76a1q2vBsw+Pv74+/vz4QJE4yeR2FhIadPn+bs2bNcvXqVmzdvEh8fT3p6OpcuXeLs2bMGr7G0tMTBwQEPDw/t59i2bVvCw8Pp0qULcrmcpKQkVCoVX3zxBZs3b+bHH39k0KBB2mPU9jqSSSVYyaUUlpYb3wHT0+kUdaa1p7KGJd0MZZ8+ffj999/x8vJqwJkKmhoiQ3kPysrK2LhxI87OzsyfP59bsQl8+fPv9OjV26w1uOoqadJUSgKSkpIICAgwyFppCAoKwv2Jz0kvlvDlI+H0benO02vO8H/j2hvVVjTGrD7BvDWmLdO/P86Rm4YuTIGuNnRL3s7KlStRKBR6gaGFhYXBNlBnGKytrXF0dMTDwwM/Pz+aN29OmzZt6NSpE+Hh4drMYX1y5coVQkJCjNqIajJwGuRSCfMHhTCliz+eDtYkZBfx8/FovcYuUNcSvjqyNeGBLihVKo7dzOC9v65payw1VJaBO3XqFE5OTrRq1apezlGpVHLt2jVtacCNGze0daTZ2dkUFxcbDd6NdcuOGDGCb7/9lsDAQG0Gt7rX0fo5PQkPdEGFCiu5jLS8YtadiuOzvZHaJWBddDO4usTExODl5VWjh4eGJC6zkKGfHKBEoayWF7wGR2s5+14ciLu9FU//coa/Lidrx6zkUvY8P8BkV5aq07DUxlnJf197gvAQXw4fPqxX9iMQVAcRUN6DGzduEBoaqrfN0dGRXr168dJLLzFkyJAGmlnDYw4lAdevX6dNmzZIJBIkEglKpRIfHx86deqEn58fzh7e/I46E1cdbUVjbJnfBy9Ha3q+v9doFkqlUhH38RQ90XcN7u7udOrUieDgYFq3bk3Hjh3p0qULrq6u9fYZ1CfmovWqKS84f/48169f58KFC1y+fLnS/X0Dg7F8ZCUqqn8dfTCxI4k5RVxPzsPWUsbo9t4Ma+vNtouJLFh3zuA9dHU6y8vL2bp1Kx999BGHDx9m5cqVLFiw4D58EvWP5hrq3cJNW2e67WKSts5UIpEY2LoCvP1gW6Z2CcDOSm4QUDbGa6g+qMl3tESlRCWR0reFG0sndmwy39GCxoN4BLkHLVu2xNvbm+Tku18+ubm57Ny5kwceeMCsA0rdkoDVR26yeucpLFx9ANMpCSgvL8fZ2Znw8HDGjBnDyJEjad26tbbs4UpiDr+vPAxUT1uxYlYt2N2Ojv7OfH/4VqVLmhKJhIEPTuHGiX0kJCRopXmkUimTJk3i66+/vn8fQD1jLlqv3t7ejBkzhjFjxgCwZs0aZsyYAaD9/+fq6kp4eDgDBgxA4eDN6jtfMdW9jl7ZqF+OselcAu9N6MAj3QNZdfg25+Ky9cZVwOWYFI5u/5VPPvmEuLg47TJnY9EaPH36NK6urjRv3tzouMYPvrpe8BpaednzaI8gPtsXyYvDQg3GTdEPvsYNSxJ1HfCx25miYUlQK0RAWQ00hcq6tGnThqeffroBZtP4aOnlwPVf/kPixo1MefhR3v7wc5Ox5WrXrh1ZWVmVjpfqLGNXR1uxYkA5PswXgM3nEqqcx0effEpYgDMXLlzgp59+4scffyQzM5OUlJQanU9DY65ar+np6YBammXq1KnMmDGD/v37awO6c7FZrP7qKFC760jD94du8Uj3QPqEuBsElAD9Bw6mNOlu7aGmlOPHH3/k/PnzuLi44O7ujpubG56ennh5eeHj44OPj4/RMob65oEHHiAzM5Nnn32Wt956S9v4pqG2daZvj2nHzivJnLqdWel7m1KdqRDGFzQETfeX/h9i9erV3Lp1y2B7r169zL7GJC8vj//85z/k5OSwceNGAJLioo3qA5oqlvK73b3V0VasyNhOftxMzedyYq7BWMX3kUgkhIWFERYWxrJly9izZ4+BxWFTwBQau2rKjBkzCA0NZeDAgQa6qlD360hDYk4RAM62xveRqIzXAp89e9Zos1FFpFIpMpkMuVyOpaUl1tbW2NjYYGtri729PQ4ODjg6OuLs7Iyrqytubm64u7sbBKeVaX9mZ2ejUCj45JNPWLVqFe+99x5z5szRftdq/OCr4wWvYXR7b7oEuTD04wP4uxh+9hpMxQ9eNCwJGgrzjoiqwfbt241u/+uvv8zePSA1NZXly5frbTt8+DC9evXivffe0+tgNVWaudkh4c5yYjW0FXUJC3Am2N2Oj3br6whWRHLnfXSRy+WMHDmyPk6hQTA3rVc3NzdGjRpV6XhdriNdAu9kajPzDfeRADGXT7Piww/46KOPUCqV2gzlrl276NevH0lJSSQnJ5OSkkJqairp6elkZGSQlZVFdnY2OTk55OXlUVBQQEFBAcXFxWRlZZGSkoJCoaC8vLzay+e6wamVlRWWlpZa6SqlUkl2djbPPPMMr776Ko899hgjHxxPbKa6jjjY3Q65VMJ3j3Vlw+k4lu2M0NaZOtrItXWmVnIpr49uw6rDt4nPLqoyoASIzSikoEShXVUpLi7mt99+46uvvqJv374sW7asWufWUNREGP+ZgS0Y1saLQFdb7K3kJOYUsz8ilc/3R5Gpc42ZujC+oP4QAeU9WLduHVFRUTz++OOcOnUKFxcXOnfujIVF5VkCc6FZs2ZYWVlRUqKfSTl+/DixsbENNKt/FjsrOYGutsRkFrL9YhLPDAzhoW4BHLt1t1t7WrcAysqVHL+l38E9rpN6ufuP8/pLmxUJdLNt0mUDlTGtWyB9WrjXuLGrd3O3JtXYVR1qeh3ZW8kpVSgpLdcP3hbeWZ48oCOQryHQzRYvN2eWLl3KvHnzePnll/ntt98AcHBwwNramuDgYIKDg+t8PsXFxSQlJZGUlERKSgppaWmkpaWRmZlJZmYm2dnZ5ObmkpeXR35+PoWFhRQUFBg9Vm5uLp9//jnf/Lod3ydXAtWvM31mYAssZFI9iamq0PjBWxak8s033/D999+Tk5MDcN+tW+uDmgjjd/Bz4mpSLlsvJpJfUk6Ihz3TugcwKNST0Z8d0lqfmrIwvqB+Mb1fqXrGwsKCNm3aMGbMGE6dOsWOHTvo3r17Q0+rUfDJJ58YBJMAAQEBPPbYYw0wo4ZBo69YXW1FAKkExnT04WxsFrGZxuvhwFBf0dSoqPW6/0YqsRlGZE2acGNXdanJddQz2JXPpnVmy8VEojMKsZZLGdHOm27NXFl7IoYrFUooKl5HzZo149dff+XIkSOsX7+eTp061eu51CY4jYmJoVmzZur5ymSUl5cTHBzMwoULmTBhApGZZcz5Tb2UW506U0W5irn9WvDvLZer1OisSN/+A8m+eR6JRKKVf9LIPiUnJ+Pp6VktIfv65syZM1haWlZqgVjThqWnfzEscTgbm8XXj3ZhaBtPtl5MAkyzYUlwfxAB5T3QiMAW2Xrh0bIzbTt2bugpNRqysrK0Hau65Ofnm1U5wPQegaw+Fg3AG5svkZhTxJQu/gxv601CdhH/t+2KgbZi3xB3PBys+Xz/zSqPXa5U8WjPprGsWxdaejmweGw7FtOuUuFlU6cm11F8dhEnozMZ0dYbDwcrlCoVUan5vL7pEmtPGq4OVHYd9enThz59+tzP06o2uhnKAQMG8OKLLzJy5Eht8FZgmQOoA8rq1Jk+P6wVybnFHLuVgb+zeqnbw0HdWORmZ4m/sw0JOUUGAVdBnjojqauop1Qq+fPPP/Hx8QHUAaamhtTe3h5HR0dcXV3x8PDAy8sLPz8/AgICCA4OpkWLFvj4+NQ5CH3kkUeIjIzk6aef5p133sHFxUVvvK4GCwDxWeqHW0dr/RU4U2pYEtw/hA6lEaojAjso1JPpPQJp6WXeT2xFRUU4OTlpPZ4HDBiAk5MTmzdvNpuAEsxHX1FwfzHn66i8vJwvv/ySwYMHG/WOLihRaP3gXx4RyjMDQ3j4u+N6ZQG9mruxbk5P/rX+HI90D6Rn86qXqTsu2Ulu8d0HYgmw9+kw3n7jVdasWaPNTEqlUoYNG0bLli1JSkoiPT2dzMxMcnJyyM/Pp6ioiNLS0koNEEAdhFpYWGBjY4OdnR2Ojo64uLjg4eGBp6cnfn5++Pv7a4PQgIAAvSDUxcWF7OxsZDIZjo6OfPTRRzz++OPafWoqjK89rq0FcqmUZu62vDKiNWEBznpWpxoqE8YXCDSIgFIHcxDqvh80a9aMmJgY3njjDd55552Gnk6DoOveUV+YunuHwBBxHVWNJmiqjhd8oKstrnb63eStvBxYNDyUrw/c5GxsFvuup+q5CukGTYcPH2bevHlcvaqu0fz++++ZNWvWPeeYkZHBzZs3uX37NjExMSQkJJCUlKStIdUNQktKSqoMQiUSCZaWllhaWpKXl2cw7uvryyuvvMLg4aN48McbNRLGB/Cwt+LUG0O1/07MLuLdP6+x/VKS4Vy4K4wvEBhDXBl3qKkIrGb86K0MsxSB1V2WbNa5L2lZufzf//1fQ0+rwTBXfUVB/SKuo6qpSZ2pbs2yhtwi9UrKhfhsdl3V13CtWGfat29fLly4wFdffcXy5csJCwur1hzd3Nxwc3OrUa19bm4uUVFR3Lp1i9jYWOLj40lOTiY1NZXMzEwyMjKMBpSJiYk8++yzWHiuqHHDEkB2USnTvz+OlYWMdr6OjGznja2lzOB94G7DkjnJwglqhggoESKw1aXSUoDWD+MROo1BHx0w61IAc9RXFNQ/4jqqnNrUK1cXY3WmcrmchQsXsnDhwjrOvGocHR0JDw8nPDzc6LiuBbCmYcnLy4uJEyfy4IMPkq6y561D6kasmgjjl5WrOHJTXTKw73oqR6Iy2Ph0bzIKStl3PdVgHqX1mDkXmB5mH1AKEdh7U61SAImEmMxCfj4Rw+pj0WZbCmBu+oqC+4O4jozT0suBfiHuHL2VgUKp4tO9kXy6N7Larz9+O5NmrxlqC2vqTBtrF7NGukgikTB48GDmz5/PAw88oBV8v5KYA4fUFrB1EcY/G5tFSm4x48N8jQaUugL8AkFFzDqgjMssxFImJXrpA5Xu02PpHlJy1TeihUzCnH7NmdTZH38XG3KLFVxKyOH1TZdIzlUL7pqaCKwoBag5BvqKEiiv4mMzZX1FQe2peB1JUKGi8kY3c7mOzMUPXpewsDC++eYbhg4datTnvL6E8UFdc+tgbRh0GjNYEAh0MeuA8vVNlygqK+dgZLredokE3h3fnvisIm0wKZdK+O/j3egS5ML6U3FcS8rFycaCsABnHKzlJN+RfTMlEVhRClB7dPUVl/yyj/0RqVi6+pqlvqKg9gS42vLx2OYEtJ/G4Ln/psCpmdnqdGowxzpTCwsL5s6dW+l4TYXxbSxkqFBpl8c1jGznjbOtJRfjcwzew1QNFgT1h9leHRoRWIDTMVl6Y12DXLC1lLP5fIJ226y+wfQIdmPKN0e5YORm02AqIrCiFKBuxMfH89133xESEsJf7z5HZmYmWXmFJOSWmp2+oqD2lJaW0qtXL0pSo+lvl8Kri54wW51OXUSdqSE1aVhq6+PImlk92HYxkZtpBShVKjr6OTG+sx9xmYX8cPS23rFN3WBBUD+Y17eQDhoRWGPLJuPC/FAqVWy5Y4knkcATvYPZdTWZC/E5yKQSLGQSg6c7DU1dBFbjB/vh5I5M7hJQ6X6acoD1c3oa1Xs7cCOVx384BZheKcC9OHXqlEHXe5dO7Rk8eDBLlizB19e3gWYmaAokJyeTlZXFG2+8wc2bavF7jd2rnZVcdNoi6kwrUpOGpaScInZcTqJ3C3cmhfsjl0lIyC7ip2PRfL4/iuzCMr1jm4vBgqBumG1AuT8i1egXkFwq4YEOPpyJzSI+uwiAlp72eDtZcy0pj/cmdGBSuB9WchnXknL5v21X9ZYVQH3z7b+RymLuBpRlZWVs3LiR1atX8+qrrzJgwID7e4J1QOMHu/ZkLIej9M/NWDkAqPXLlu2M0Ns35U5dKZhWKUB1MPb/99atW9y6dYvHH39cBJSCKnnqqaf4448/9LZp9BAFdzGoM1UpUUkqbxwx5TrTmjQsZRWW8frmy9U6bmNvWBI0HswyoMwvUVTqn9y/lQeudpZ8vPvucnfwnULkWX2DyS4q5Y1N6hvxmUEtWP1EN8Z9cYTryfoaYbEZhRSUKCjOz+G7777j008/JTk5GYARI0Y0WECp0bGvzMVGtxTgbGw2Z2Oz9caNlQMA5BUrDLbpYiqlADXBwsJC6yCkYcGCBfTt27eBZiRoCqhUKiIjDQOBH3/8kWbNmvHWW281wKwaLwGutjzVWsGGV55m2DP/R75jkNnWmZpjw5Kg8WCWAWVMRgGV3W7jOvlSqlCyTccpwPZOfZKdlYwHVp4gKUedeTt6M52/Fw1iXv8WPP/reb3jqIDuQx4g4vheAycEW9uGeyqeOnUqp06dYsWKFYwbN84gsKyqFAAMywF0kUklWMmlFJYad35o6qUA1UWpVDJjxgwDj3OARYsWNcCMBE2JTZs2Gc1GlpeXc/r06QaYUeMmLi6OESNGUFZQwAj3XP71r0FmW2dqjg1LgsaD6d9hRqhMnNXWUsawtl4cjEzTqyEpLlMHSGdisrTBJEBiTjGnYzLpEuRi9HhRt6KN2mrNmzePefPmIZVKkclkWFhYYGlpibW1Nba2ttjZ2WFvb4+joyOOjo64urri6uqKm5sbnp6eeHp64uPjg6+vL66urnp+r/fi+vXrxMTEMGHCBPr3789nn31Gp06dtOOVlQKA8XIADcHudlxdMgIruYy0vGLWnYrjs72RerZmxkoBTJHExER27tyJMVfT/fv3M3PmzH9+UoImw/Dhw3niiSf44YcfDMaWLVvWADNqnLz77rt8/vnnFBQUUFCglscpLVVL4phznaloWBI0FGYZUFYmzjq8rTe2lnL+qLB0q6kVrCgUC5CRX1rpF9dz/1rAN++/RW5url5wMWzYMOzs7MjNzSU3N5f8/HwKCwspKioiPT2dxMREFAoF5eXlRoOSikgkEqRSKXK5HEtLS6ysrLTBqb29PQ4ODjg5OeHk5ER0dLT2dYcPHyYsLIwpU6awbNky3H38Ky0FAOPlAAAxGYUcu5XB9eQ8bC1ljG7vzb8Gt6S5ux0L1p3T21dTCmDK2QJ/f38iIyM5efIk06ZNA8DJyYmcnBxtg4VAUBn29vYsXbpUL6C0t7dHLpdjY2PTgDNrXMTFxWnLiDT88MMPDBo0iC5dujTQrBoHomFJ0BBIVNWJWEyMghIF7RfvNFj2Xj2zG12budL13d16Hdx2ljLOvTWcc3FZPPTtcb3XbJjbEw8HKwZ/dEBvuwS4vHgEytIi3n//fZYvX055eTlKpZKjR4/Sq1evas83NzeXhIQEkpKSSElJIS0tjfT0dDIyMsjKyiI7O1sbmBYUFFBYWEhxcTElJSWUlZWhUChQKu9tmWUf0Bq36R9WOv7pQ2GMau9D96V7DLoAK/LehA480j2QCV8e4Vxctt7Y9oV9TTZ7UHGprV9Ya1wcbLl58yYZGRm4uLjUKKMsME9UKhWWlpYoFApCQkI4fvw4bm6GSgrmSlJSEh07diQ9Pd1gzM/Pj/j4+AaYVeMjLrOQ1zZd4nBUOlIJVBVXakqdzNXlTFB3TDdNVAW6IrAaXO0s6RPizpYLiQZyQAWl5fwdkcrg1p608LDjZpp6eaWFhz1dAl1YezLW4D20IrBWDrz77rvMmTOHl19+mc2bNxMQULkUjzE0S99t2rSpxdneRaFQYGtrq20UkUqlKJVKPDw86N+/P616DWet4fczUHk5QGV8f+gWj3QPpE+Iu0FAqVtykJeXx65du/jjjz9wdnbms88+q/X5NRSVepwDDk9+h4NFOYu3XGF6j0DcRDApqAYSiQSJRIJMJuPQoUMimKzAn3/+aTSYBFi9evU/O5lGTICrLdN9M/n1laeZvvhrbhXbmG3DkuD+Y5YBJdwVgdUsBYzp6IOFTGqw3K1h2a4Ieoe4s3Z2T1YfjQZgZu9mZBeV8cXfUXr7GhOBbdasGb/++itlZWVaPbl/GqVSqRdMTpgwgeeff57evXsjkUi4kpjD2pWHjb62snKAykjMUddYOtsanmt6SjJfblvHpk2b+Pvvv7XNK6GhobU5rQajOh7nEomEbIXc7D3OBVVTMbPtKClBoVCwYsUKvL29G3p6jY4nn3wSd3d3xo8fbzDWs2fPf35CjZSkpCQmTJhAWUkJX88ZgpWVldk2LAnuP2Z7FemKwAKMD/MjLa+Ew1HGn3qjUvN56NtjvDqyNQsGhaBUqTh2M4P3/rqmp8cIVYvANlQwCSCTyRg7dixt2rRh/vz5BplSXT/YiowP8yW/RMHuaynVeq/AOwFTZr6+b6xKpWJEn3BUZcV62yUSiV5zUGNHeJwL6kpVmW0J0Pql9ST7tiQyJY+WXiJrpItEImHs2LHIZDLKy8uRSqVMnDiRoqIiLC0tG3p6Dc5rr71GXl4emzZtoqRE/fuUmppKQECAWTcsCe4vZllDqWHGqhMcvZVRr5pdGhHYpirgPWD5fr1SAFCXA5x4bQhbLiTy4m8X9MbsreSUKpSUluuXCayc1pkHO/nywMpDXEnM1W53t1IS//UcUlKMB6a2trb4+vrSunVrevbsyfDhw+nSpUujqjusi8e5LouGtzI7j3NB9TLbGkRdW9VYWFigUCjYvn07o0ePbujpNBrc3d3JyNA3pVi/fj0PPfRQA81IYA40nl/pBuC9CR2QS40LfNeWpi4COyjUE1mFz6SqcoD2vo4cfnkQbz7Qhkd7BjG7bzC/zevFg518WXsiRi+YlEkljAlvTlJSEh9//DFyuVwvUOzatSu+vr4kJSWxbds23nzzTbp3745MJtPWkE6ePJmPPvqIK1eu3L8PoQrq2+N8wynD+luB6bL+VCxDPznA0TvuWjXNbK834+uloETBlcQczsVmcSUxh9TMHCQSCVOnThXBpA5RUVHk5uYabJ82bRrLly9vgBkJzAWzzlCC+gu+PkVgP5jYoUlLLUSm5DFsxUG9bRuf7k2Aiy09lu4x6BL0d7Hh1ZGt6eTvjIeDFUqViqjUfNafijParLTn+f7aou8zZ84wadIkYmJi1O8dGUlISAigbiA6cuQIe/bs4eTJk9y4cYPk5GSKi+8ulUskEpycnAgICKBDhw706dOHUaNGERwcXKtzLywspLS0FGdnZ6PjcZmFDP3kAO+Ob18tj3NdHK3l7HtxIO72Vjz9yxn+uqyWO7GSS9nz/ACReTIDRGa75tyrLECVn8akXq15akg7URZwh379+nH4sGEtvEwmY/fu3QwaNKgBZiUwB8w+oIT6+6J/aXgo8weF1MOMGpZ/shQgNzeXp59+mmPHjhEZGYlMJqvyOMXFxezfv599+/Zx5swZIiMjSU1N1Qoag7rhyMXFhWbNmtGxY0f69evHqFGj7tncsGDBAlavXs13333Hww8/bDCu+Vw6+TsR6GqnN6brcT68QkAO8PaDbZnaRV2/pBtQNvUSCUH1EA+uNUOUBdSes2fPMmvWLM6fP6+3ffjw4ezcubNhJiUwC0RAeQfdJgtzF4HVZOJKKnEUqg33OxOXm5vL7t27OXDgAGfPntXqPup6acvlclxdXWnevDlhYWEMHDiQESNGaDOSnTt31n4JP/HEE6xcuRI7O3XgaCxzq0vXIBd+f6o3y3Ze58u/9cXLW3nZs31hPz7bF8mLw0L1AkoNuplbgWlRk8x2TlEZU7oEMKytF629HLC1khOTUcC6k7GsPRmrXSEw5cx2Xb+LRcObWjrpiSeeANQP2FKplEmTJrF+/foGnpnAlBEBpQ66T8UqZTkSaeXZMlN/KjaVjEp6ejo7duzg4MGDnD9/nujoaDIzM/UsMS0sLHB3dyc5OVnrTCSVSmnevDm///47nTp1YvGWK3oyUxX5z7j2TO8eSP/l+w1sKX+Z1YOswlLWHI9h/dxeBgGlTCphRo8gk/c4N1dqktlu5WXPjn/158jNdA5FppNfoqB/Sw9Gtvfmf2fjtU1xpprZFmUB9cOWLVsYN24cUqmUw4cP07FjR+RyOVZWVg09NYEJY7ayQRVJS0vj4/feY0C7diRc28f5AgfaDplMQk6pWYrAmoofrLu7O48++iiPPvqo3vbY2Fh27NjB4cOHuXTpErdu3dKzuVQqlURFRREWFka/fv0oHPIK5ZUkbKvyOB/d3psuQS4M/fgA/i7GbfPMxePcHIlMyePQHSmys7HZnI3N1hvvGuSCraWczXca3tLyShjx6UEiU/O1+6w9GcuySR2Z2jWAz/ZFEpNRSLlSxaGodKJS80zmO6i+G9487K1MZtWoKozpSmpUNL777rsaubIJBHVBBJR3iIqKYsWKFXrb7GUxPPfgePqNnohEZmF2IrCm7AcbGBjI3LlzmTt3LgBbt25l7Nix2nGJRKINMI+dOodvbxUSiXFFgMo8zq3kUl4f3YZVh28Tn11UaUAJ5uFxbo78ciK2yhrAcWF+KJUqtpxPBCCrsIwsI05UO68kM7VrACEe9sRkqGW9ZFIJa47HGs1sK5VKVCrVPWuSGwtxmYW8veUKH07uWK2Gt34t3RnTwZewAGdCPO1Jyimi77L9evv+e8sVerdwN7nVI7h3s5KN0om2M96m3wNTGmqKAjNE/HrdoXPnzlqRXA07d+5k586drFvnzLRp0xpwdg3HtG6B9Gnhri0FkKiUqCSVq01pfjx7N3drUqUAV69e1f7dxsaG0aNHM27cOEaNGkVKiQUPfG7cQQhgXCdfShVKtl1K0tv+zMAWWMikBk5KxlAB0RkFJis4bK7uHPsjUisNJqvKbFfEw0G9VJlVeLf5zFhmOz8/nx9++IEPP/wQd3d3zpw5Uw9ncf95fdMlFEoVa0/GcjhKXz9RtyxAo54wrpMvYzr6cjkhh5TcYmOHRKFU8fqmSyZVFlCdZiUVUCi1Q+bfjWErDppsWZag8WH63+jVpLi4GLlcrhdQAgwbNozJkyc30KwaBwGutvw8qwcrf/yNt9fsofWgSSTllZlUKcDQoUN54YUXGD58OAMHDtSrNYqLzar0dZV5nPs72zC3Xwv+veUyhaXllb5el9IKTVDx8fFs3bqVPXv28Pzzz9O3b98anlXDcq8sSqCrLYNCPZneI7DJSr6oVJVnrvNLFMRWMAnQpbLMdkUsZBKe7BNMbGYhF+Jz9MY0me2stGRWrlzJV199RX5+fqPKTv73v/8lJCSE/v37Gx2vaVkAwLKdEby6UR2Ernq8K6FGrh9TKwuosTvXnWHhziX4pxABJVBWVsbEiRP1pGdA3RX822+/IZeb78eUk5NDTk4Orq6uvPzUY5SUlHBk19cUlpabVMapS5cudOnSxeiYpbzyjGxlHufPD2tFcm4xx25l4O+sXurWZJnc7Czxd7YhIacI3Za4spIizpy5xdatW9m4cSOXLt1tiho8eHCTCSirm0WJySxs0h7nJSUl+Pj44Ofnx9SpU5k0aRJt27bVjsdkFBi1MdVQWWa7IkvGtqeVlwMzV580+CxVQHCH7qRFnjN4XX5+Pu+99x4uLi64urri5uaGu7s77u7ueHp6/iMWhUqlktmzZ6NSqRg7dizLly+nVatWevvUtCwAIDWvxOi+FamqLKApUZdmpfI75UqvbrxEen6JWTcrCe4vTTcCqEd2797N/v37kUqleo0ZCoVC64NqrixcuJCff/4ZGxsbrah4Wloanp6eJrs8W5HaeJz7OdsQ7G7H4ZcHG7zmnfFqJ6WOS3aSW6wA1Jmunu1aGHica2jfvn2dzuGfwpw8zi0sLCgsLOTy5ctcu3aNf//734SEhDBx4kQ6dOhApsQRMJ4lrCyzXZG5/ZrzSPdAPtwVwd8RaUb3yS0wngVNS0vjjTfeqPIcJBIJUqkUuVyOXC7HwsICS0tLrK2tsba2xsbGBjs7O+zs7LC3t8fR0RFHR0ecnZ1xdnbGxcUFNzc3bbDq5eWFo6Oj1gGrsLBQ+536559/sn37dp566ikWL16Mu7s7UH9lAcaoquEtIiICJyene+rTNjSiWUnQVBABJTBy5Ej++OMPtm/fzrfffqs3dvr0abO29fLy8gKgqOjul3lAQAAzZszg+++/b6hp/aPYWckJdLU16nHeJ8SdLRcSKS7TX67+cFcErnb6GaBWXg4sGh7K1wducjY2S28p3NdBTt8pE1m/fj1KpWE7+dChQ/Hw8CAkJIQuXbowaNAghg4diq1t48nomVMWRalUcvnyZZydnUlJSdGWykRFRbFs2TIALDyD8X1ypdHXV5bZ1mVyuD+vjmzNmuMxfL6/8jrcY0cOsff3H1myZAlFRUXaufTr148PPviA9PR0MjMzycrKIisri+zsbHJzc8nLyyMvL4+CggIKCgooKiqiuLiY4uJi8vLyyMjIQKFQUF5eTnl5OTVVmNPoH2pQKNQPT1988QVffvklnTt3ZsyEycQWdKz0GNUtC6gK3Ya3kpISNm7cyOeff87Ro0eZPn06a9asqfWx7zc1bVYCCA904bVRrWnv60R+SRnbLiWxfGeE9vvGlJuVBA2L2QeUmmaBgLB+PBEaznc//MSDo4bz1FNPcf78ebp169bQU2wwVCqVgdsCQGlpKdHR0f/4fBqSQaGeBjqUVXmcn44xrLvMLVJnoi7EZ7Pr6t2MpkwqYUSHABa/8QvvvfceDz30ECdPntT+gFtZWdGmTRtiYmI4cuQIhw4d0ioSWFlZ4eXlRatWrejatStDhw6lX79+/8hypi6mmkVJT09n3759HDt2jIsXL3L79m1SU1MpKCio9DVSqZSpU6fyzvvLGfr1hRpltjUMa+PF+xM7sONKMm9tuVzpe0mAVj4udF60iJkzZ7JkyRK++uorysvL8fb2rnfJmLKyMtLT00lLSyM9PZ309HSysrLIzMzUBqqaPwUFBaSnp+uVbmhQqVRcuXKFLOxQDa88oKxuWUBVqICjlyLZ97+f+Oabb8jKykIqlSKRSP7x+6Sm1LRZqa2PI2tn9yAqNZ93tl/F28mauf2aE+xmx8zVpwDTbFYSNA7MMqCsqlkg4IXfSHOy5ESZH9Of7IuHR9Mv5q4tK1asYM+ePQbbnZ2d+d///tcAM2o4pvcIZPWxaL1t48P8SMsr4fCdhoLaUq5U8WhPdfAUFBTE4cOHefvtt1m6dCkqlYrevXuzb98+7f4RERHs2LGDI0eOcOXKFeLj49m7dy979uzh/fffB8DW1hYfHx9CQ0Pp0aMHI0aMoFu3bnoZo+qSnJyMhYUFbm5uRsdrmkV5ZmALhrXxItDVFnsrOYk5xeyPSOXz/VFkFqjrmP/JLIpCoeDEiRMcPHiQs2fPEhERQUJCAjk5OXpNehKJBHt7e3x9fWnRogVhYWHcunWLjRs3olAokEgkdOjQgQ0bNtC6dWsAAl0ja5TZBujezJWVD3fmZHQmz204T1WJwUA3W23tsru7OytXrmThwoUsXryYESNG1MOno4+FhQU+Pj74+PhUa/+LFy/SqVMnQO0lLZFIePjhh3nhhRcICwvjXGwWE746avS11S0LqA5jxo6nNOnuA49mFWD37t1MnjwZLy8vfH19CQgIoFmzZgQHB+Pn51er+6W6rF27lo8//pj333+foUOHGozXplnppRGh5BSVMe274+SXqDPC8VlFfDCpI/1aunMoMt3kmpUEjQezCiir0ywgkUhIzC1r0s0C9YWdnR2urq5kZmbqbffx8cHJyTzqJzW09HKgX4i7nsf5xEp+CCvj+O1Mmr22XW+bxvFE94tdLpfz7rvvMnjwYKZPn86gQYP0XhMaGkpoaCjPPvusdptSqeT8+fPs3LmT48ePc+3aNRITE7l58yZ//vknb7/9NgAODg74+fnRtm1bevfuzYgRI2jXrl2lncoAEydO5OrVq/z00096Wp0aappF6eDnxNWkXLZeTCS/pJwQD3umdQ9gUKgnoz87RFFZeZVZlAsXLvDUU0+xYMECpk+fXum8KxIbG8vevXs5ceIEly9fJiYmhvT0dG1tsAYrKytcXV3p1q0b7dq1o3v37gwePJiQkBCDY65Zs4Zff/0ViUTCK6+8wpIlS/SyXjXNbPs52/D9Y11RqeDPy8mM7qAfuF1PzuV6ch6gvnYGtfI0OEarVq1Yu3ZttT+X+4kmcHN0dGTBggXMnz8fX19f7XhtGt5qg4uTAylGkpwJCQlVPhxr6kutra2xtbXF0dERJycn3Nzc8PDw0DZlBQYGEhwcTIsWLbC3t6/WnA4fPsyZM2cYNmwYEyZMYMWKFQQG3s3K17RZyd5KTt8Qd1Ydvq0NJgE2novnrTFteaCDD4ci1QGqqTQrCRoXZhNQmlOzQH0xd+5cZs+ejYeHB5mZmdqmpbQ0480Bps57Ezow9JMDNRJ4vxdyqYT3JnQwOjZkyBCSkpKqVbsmlUoJDw8nPDxcb7tCoeDo0aPs2bOHkydPEhERQXR0NNevX2fjxo0sWrQIiUSCk5MTAQEBtG/fnr59+zJq1CiCg4NRKpWcO3eO4uJixo0bx8KFC1m+fLlWVqk2WZSnfzlrMP+zsVl8/WgXhrbxZOvFJKNZFKVSyccff8xrr72GQqEgODjYIKAsLCzk0KFDHD58mHPnzhEVFUVycjJ5eXl6talSqRRHR0eaN29Oq1at6Ny5M/3796d37941WgYdPHgwo0aN4tVXXzUqi1PTzHaAiw2ONhYAvDPOsBFrxZ4b2oBSN7PdWOnUqRN79+6lR48e2NnZGYzXpuGtpkiAm+ePc2DvLp555hliY2O199Q333zDrFmzSEtL4+bNm8TExBAXF0dCQgIpKSmkpaWRmZlJTk4O+fn5JCQkcPv2bRQKRZX3pUwmw9LSEhsbG+zt7XFycsLZ2VnbuOTr68vp06e1Bgpbtmzhzz//5K233mLRokVYWVnVuFkp1NsBC5mUSwn60lJl5SquJubqNVEKdy7B/cAsAkpzahaobzRP6ADnzp3Dz8+P3NzcBp5VwxDgasuSse3q1eP8/8a2qzL7LZFIqswe3gu5XE7//v0Ngp3i4mL279/Pvn37OH36NFFRUURERHDp0iXWrVsH3A26dDN4K1eu5O+//+b333+nVatWtZJ8MUZ8lnpZ2NHaQrtNN4sSFxfHo48+ysGDB7XjBw4c4PHHH+fq1avExcWRmZlJWZn+0qiNjQ0eHh6EhYXRoUMHevbsyZAhQ+qts9fX15c///yz0vGaZraNZbGNYSyz3RiRSCQMHmyodKChNg1vNUVTFjB69GiuX7/ORx99xH/+8x9KSkpwc3NDKpXi5eWFl5cXvXv3rvZxS0tLuX37Nrdu3SI2Npb4+HiSkpJITU0lIyODrKwsbT1pamoqpaWlRhvuAG3j05tvvsm///1vBg0bSUznp1GHw4YYa1byvCNLlppnqBSRmldM92auetuEO5egvjH5K8lUmwXuF8YcTaytrXn00Ufp2FFdPF9ZLZ05YCoe59bW1owaNYpRo0bpbc/NzdXKaJ07d07PQUjDpUuXCA0NZejQoWT1fZZypfEfvXtJvrjYWiCXSmnmbssrI1qjKFdy/PbdJfNypYqdl+K5+dv7rFu3zsB0IDExkZ9++gm5XI6zszPt2rWjdevWdO3alQEDBhAeHn5fa+Cqyz+d2W5q1LQsAKC1twND26gVKJq52uFgbcGCQeqShGtJuey9ngoYlgVYW1vzxhtvMGPGDFatWmW0drG6WFpaastPakJ6ejo3b95kypQpxMXFGYzb2dlRZu1MZcEkGG9WsrZQS1RVNEgAKFEoteMaTN2dS/DPY9IBpaZZoJmbLS8OC6VrMxecbSxJzC7ijwsJfHvolvbptzqNAmCakgv3cjSxn/YhLm29iUzJa7KOJvWJKXucOzo6MmnSJCZNmgTA0qVLefPNN7WZFV2P8xNnL+DSRV0naYyqJF887K049cbdH/PE7CKe3XCem2n63dOJeWWc2PA7qnLjbkPXrl3TNsA0Vhois92UqE3DW3tfJxYN1w/kNP/+/UycNqCsrCwgMDCQJUuW1MPsa45GXF4jo6TZ9vTTTzNnzhwCAgJq1axUXKa+R4zVpVrJpdpxXYwFnwJBbTHpgPL1TZfwcLDij/l9ySsu46djMWQXlhIe6MILw0Lp4OfEnJ/VXrfVaRQA05JcqK6jSYHUlu038thyXfjCajDwOEeFqoqMQlP1OL9+/bo2mAwKCmLSpEmMHTuWPn36EJFawAMra+5xDpBdVMr0749jZSGjna8jI9t5Y2tpKAIukUjYffw8+XHX+f3339m8eTP5+flIpVKUSiVJSUmNPqAE08ls3w9q0/D2+9l4fj8bX+U+jb0soFWrVrRs2ZIFCxYwfvx4LCzulnvUpllJ4x7k6WBt8BpPB2tSjLgLVfU+AkFNMdmAUtMs8MzAFjjZWDD566NEpuYDsO5UHFKphEnh/jhay8ktVlSrUQBMxx9WNCnVHY3H+cWYNIbMexuf8KHkqaxMyuN81qxZdOjQgTFjxhAaGqpXz1lVduNeki9l5SqO3FQvb++7nsqRqAw2Pt2bjIJS9t3JLmlwdfdkSHgo48aNo7S0lH379vG///2P/fv34+joWE9nev8x5cx2XTHHsoC///670rHaNCvdSM6jrFxJBz8ntus8xFnIJLT1dWT7Rf0HO8md9xEI6guTDSg1zQIOdwqO0/P1n85Sc4spV6ooK6/8C8xYowA0fckF0aRUdxITE2nfvj0dO3bk9u3bpMfG8uljfRk3aaxJeZwba+jRUJ+SL2djs0jJLWZ8mK9BQKn7PpaWlowcOZKRI0dW67iNjYqZ7aoamqDpZrZriigL0Kc2zUp5JQqORKUzobMfK/dFUnDHGWdCZ3/sreT8eVk/oNTVMBUI6gOTzXdrJBeO31ZrKC6b1JG2Po74OFkzpoMP03sGsfrobe1StgYXWws87K3o1syFxQ+2M2gUgLuSC02R+m5S2nAqtl6O1dSQSqVkZWVx4MABYmPVn8Err7zC8qXvEGAvoXOgC+18nUz6C1uTRTFGbSRfrORSHCo8vJliFiXA1Zb/PhbO+sfa82iPQMpzkqmoXi4BgtxsmdEjiD3P9+fnWT2abHBUXaZ1C2TR8Fb1cixTKAsYFOqJTKp/h92rWWn5rgicbSzYMLcX07sH8uKwVvzf2HYcvJHGgRt35d4q0zAVCOqCSf7a5ZcoiL3zZHfgRhof7opg/sAQhrW9KxWycl8kH+3WD6yq2ygAhpILaWlpfPfdd/zwww+8++67TJ069X6cWp3QNCkB92xUsraQMqVLAMPaetHaywFbKzkxGQWsOxnL2pOxaJIqptikVB28vLywtLSktPRuw1Z8fDxLliyhTZs2PPTQQw04u3+G2mRRbCxkqFAZbB/ZzhtnW0suxutr6JlqFmXBggV8++23WFlZUVJSgtzajoWv/x+hbdrRt3fPJp/Zri2iLOAutWlWupKYy/RVJ3h1ZGveGtOW/BIFG07HsWzHdb39moKGqaDpYZLfWDEZBXq1J/FZRZyMzuCvy8lkFZYxONST+QNDSMsv4adjMdr9qtsoAHclF4oSI/nss89Yt24dSqUSpVJJTEyM0dc0NBpHEx8n63s2KgW62rLkwXYcuZnO93ecF/q39OCd8R3oHOjCi79dAEyrSakmfPjhh3rBpIYnn3ySKVOmNMCMGoaaSr4Eu9uxZlYPtl1M5GZaAUqVio5+Tozv7EdcZiE/HL2t3deUsyjt2qnLZUpK1KU4iuICPvn3i0gkEjIyMswymNRgLg1v96K27lynY7KY/M2xSscbe7OSoOlikt9aus0CD3b0YemEDgz66G+Sc9WCrzuvJCOVwKsjW7PlQqK2aaAmjQIAffoNIOfWBT0pFVDX1127do2AgIBq23DVlRs3btCtWzdmz57Nv//9bwNrRF1Hkwmd/e7ZqJSWV8KITw9qxwHWnoxl2aSOTO0awGf7IonJKDSZJqWasG3bNl5++WWD7XZ2dnz77beNQvvwn6KmWZSknCJ2XE6idwt3JoX7I5dJSMgu4qdj0Xy+P0qvgceUsyhjx47Vs87U8MILL+Di4tIAM2pceNhK+WRcC7LK2zLkqcXI/DuCvbtJNbxVB3NsVhI0XUwyoNQt4n+0ZxBXEnO0waSGPddSmNI1gHY+jtogsiJVNQoAFOarHWMqWnCtWLGCFStWaP8tlUqxsLDA0tISa2tr7OzssLe3x9HRERcXF9zc3LSWXN7e3vj5+eHv709AQAC2ttV72o6IiCA3N5cVK1awevVqli9fzsyZM7XBja6jSXUalXKLFWQZ6c7deSWZqV0DCPGwJyZDvdTZ1JuUakpwcDCDBw9m//79ev/vi4qKUCgUyGTGs9qmSE2zKFmFZby++fI9j2vqWZRffvnFYJuNjQ3vvvtuA8ym8fHEE0+wfv16XFxcyMrKwtramm07duMc0BKp3NIkGt6qg2hWEjQlTPJu1JVccLe3IrfIMDCSy6R6/60MY40CoH463vvHehY9u5CTJ0/qjT399NM4OzuTlpamteDKzs4mLy+PgoICsrKySE5OpqyszMD9wxiagNTKygpra2tsbW1xcHDQBqSurq5af22lUklmZiazZs3i008/5auvvqJ37956vrDHb2fy9EB1o9IneyLJKiylS6BLpY1KunjcsffKKry73GtuvrDt2rVj7969vPvuu7z55pvaoL+wsJCsrKx6s/VrKogsSs24du0ab7/9tsH2oqIiMjIy8PX1bYBZNS5atGgBQFZWFqC2Ch06sB+enp4kJSWZ1SqA0DAVNBVMMqDUbRa4nV5Av5buBLvbcTv9bnPN2E6+lCtVXEvKrXGjAKiXWvr17M7x48dZu3YtL7zwAqmp6izmE088Qbdu3ao939LSUpKSkoiNjSUhIYHk5GRSUlL0AtKcnJwaB6QXL16kT58+OLh64Drnv1pLk5o0KuliIZPwZJ9gYjMLuVDhMzF1X1hjlpQSiQS5XM6tW7dwcXEhLi7O7IJJEFmUmmJlZcWAAQO4cOECGRn6qyM7duzgySefbKCZNR7Cw8ONbh8zZoxZBZMaRLOSoClgmr/+3G0W+PbgLQa28uDXub346Xg0WYVlDGntyaBQT9adjCU1r4S2Po7VbhQA/WYBiUTC9OnTGTduHEuXLuXXX3+lefPmNZqrpaUlQUFBBAUF1epcS0tLefXVV/nss8+0AaZGgNrHx4d+Yx/meAV/vOo2KumyZGx7Wnk5MHP1SYMvNGO+sBEREWzevJl9+/axbNkyOnXqVKvzayjuZUnpIG1Nn4UryMUWL0tLbVbFHBFZlOrTvHlz9u7dC6hXH2xsbPjuu++Ijo5m0KBBDTy7hqesrIyPPvrIYLu3tzdffPFFA8yocVCxWQmVEiSVB9em2qwkaLxIVBULAE2EyJQ8hq04CEAnfyeeG9qKdj6OONtaEpdVyP/OxvPNwVuUK1W42Frw0vBQuge74eNkrW0U2H9d7eVtrJZwz/P9G1V914svvsjHH38MgJubG/Pnz2fevHn4+voa+MI+2NGHZZM66TUqASyf1JEHOvrQ+4N9Bu4mc/s15/XRbfhwVwSf748yOoff5nSHjGg2b97Mb7/9RmRkpLZhadOmTYwfP77+T/w+UB1LSg2acWFJqUbXgUlkUYyjyXaXKJQM7NuHVxfO4vWXXmzoaTUaPvjgA1599VWD7R07duTChQsNMKPGw5EjRwgKCuLczSQef+d7AnuMIqfcwuyalQSNE5MNKAFmrDqh1yxQH2iaBRqbTM7PP//M999/z7x585g8eTKWlpbasSuJOXqeyxvm9kQmkRhIS4xo68U3M7oy/fvjeo1Kk8P9WTapI2tPxvLmH5U3VCT+dyFlqbeNjl27dq1JeC7XNSASlpTqgPzxL3Zyq9ASqQSq+hjNJSC/V7Y70NWWQaGeTO8RSEsv8w4ADhw4wPLly9m3bx9FRUXa7VKplOzsbBwczPPzyczMxM3NDUDrZT9r1ize/eBD0kskJuPOJWi6mHRAGZdZyNBPDlBShedwTbGSS9nz/IAm9cNXUKKg/eKd2h+xvS8MILeoTC9rCfBABx++eCScx384qXVVGNbGi6+mh7Pragrz152taOihR8i5L9m36y+DrncAmUyGs7Mz/v7+tG3blu7duzN06FDatm3baGqi6mJJqcui4a3M1pJSQ/fu3Tl/Kxn7zqOwad4VCxcfbQ0vmE8WRWS7a89XX33FM888Q58+fejVqxcpKSmsWrUKCwvDJklzQKVS4ejoSH5+vt52mUzGqlWrePzxxxtoZgKBGpN+jBHNAmoqOppUp1EJoHszV1Y+3JmT0Zk8t+F8lcFkkJste3Zs59q1a0yZMoVr166hVKoDeQcHB9q1a0dMTAzXrl3jwoULrFu3DlDXetrb2+Pj40OrVq3o0qULAwcOpE+fPv/oD0d9W1J62FuZ/NJtVfTv359z5z4la8+3ZPEtEgtr5C4+tG7bnnW//GwWWRTdbDdwz4y3ZvzorQyGfnLALLPdus1v6Qpr5NZ27Nq1q9ryaaaOg4ODQUApkUgICQlpoBkJBHcx6QylhvrKPL00PJT5g5rmjbt4yxWto0n3Zq6snd2DrMIyo41Kr226hJ+zDX/9qx8WMinv/nWN/GKF3vGuJ+dyPTkPUGdWZvQI0upQlpSU8Nprr/HJJ58AMH78eDZt2qR9bX5+Pvv27ePw4cOcO3eOqKgoUlNTKSzUt/CztrbG09OT5s2bExYWRt++fRk6dKiBaPu92Lp1K9HR0TzzzDNGNSJ1M9n3sqQE6NfSnTEdfAkLcCbE056knCL6Ltuvd8ymmMmuT7Zu3crYsWP1tllZWXH06NFKO3hNCZHtrj5VlQOAiiBXO1EOACxevJglS5YYbF+3bh3Tpk1rgBkJBPqYRUAJollAt0kJ7t2o1DPYlfVze1V6vBV7brBib6T238aalHbt2sXMmTN5+eWXee655+45R4VCwalTp9i3bx+nT58mIiKCxMREcnNz9ZbRLSwscHFxISgoiPbt29OrVy+GDx9eaZd89+7dOXXqFH379mXt2rUEBATojWtqbT0drNjxbH/yisv45USs1pJyStcAdl9NZs7PZwD4cHJHxnT05XJCDr7ONihVKoOAsrHW2v5THDlyhL59++pt27BhQ6P0uK9v1p+KrddVkQ8mdmjS3z2VIcoBqs/FixcrVcmIjo6utUKIQFCfmE1ACeILrKGalFQqlVbGqLZERkaye/duTpw4wZUrV4iNjSUrKwuF4m7mVCqV4ujoiJ+fH23atKFbt24MGjSIIUOGkJeXh0wmw87OjlWrVjF58mT1cXUC7WcGtuDlEa0Z9skBPcvJj6Z0YlK4Px2X7CS3WIGngxWZBaUolCpWPd6VUC8Hg4BSQ2NTA/gnSE9PJzw8nLi4OO22wMDARutxX59ost3vjm/P5C4Ble7XY+keUnJLkEslzB8UwqRwf7wcrUjJLeHX03F8deCm9j41xWy3aH6rGQqFgq+++or//e9/HDhwAECroPHbb79pv88EgobEtIuYKhDgasvPs3rcXWK5kUpshpGOSxNtFmgoR5O6BpMALVu2pGXLljzzzDN629PT09m7dy+HDx/mwoUL3L59m6ioKK5cucLvv/+ut295eTm5ublMmTKF4cOHs3btWn45kVwjS0qA1Dz98cowN0tKUGsITpw4kcTERL3tycnJlJSUYGVl1UAz+2d4fdMlFEoVa0/GcjhKX7RcIoF3x7cnPquIlFz1NbTioTBGt/fh1zNxXIrPoXOgM4uGh+LrbMPrm9RZToVSxeubLplMtrsu5QDldwLQVzdeIj2/xOTLATTI5XIWLlzIU089haWlJa6ursybN49jx44ZrLgIBA2FWQWUGlp6ObB4bDsW086oA4qpNguYYpOSu7s7Dz30EA899JDe9uLiYg4dOsRPP/3EmjVrDF63a9cu3N3dCf7Xjyht1VIcdbGkNIa5WVIWlCjYc+IiJ6JSkLoFospORlmqln0pLS3Vlh2YKpEpeWrBaeBsbDZnY7P1xrsGuWBrKWfz+QQAOvo7MaajL5/ujeSTPeoA65eTsWQWlDG7bzA/HYvmenIe5UoVh6LSiUrNa/IPuKL5rWZU/H3KiL4OwPbt2+nZs2cDz04g0Mc0I6caYGcl13N3MXXMxdHE2tqaYcOGERUVpQ0oZTIZ5eXleHl5ERoaSofwbmyzdtW+praWlFVh6paUxhoqfB5XC+yjUlGek0JB1Enyz/3FpUuXTDqg/OVEbJWlNOPC/FAqVWw5r87edmumvva2XtTP5m69mMjc/s0Z09GX68kRgGlku+MyC3l7yxU+nNyxWuUAEgk80i2Q6T0CCXKzo7C0nCuJOXy2L4qzsWqP739vuULvFu4mVQ5wL83S9q/9jz9T7HBLyTPrJiVB48M0f+UEVWJOvrBZWeofnvbt2zN58mQmTJhAhw4dkEgkXEnMYZuO4DvUzpKyKipaUqpUKs6fP89vv/3Gtm3beOeddwy6oZsC1apHlkiQOXvj0m0sjl3HckDqzJjMQpP68ddlf0RqpfeSXCrhgQ4+nInNIj5bnbW1kqn1V4srZL41mfAOfo7abZVlu69cucKKFSsIDQ1l0aJF9XYu94OalgO8PqoNc/o1Z+O5eH4+HoOjjQWPdA9kw9yeTP76KBfic0yqHKA695QKyFNZ8cvJOH46HmtSNf6Cpo8IKM2Uir6w1W1Samq+sIsWLeKJJ57Ax8fHYKy0guD9gx19WDqhg54l5c4ryUgl8OrI1my5kGhgSVkdcvMLOXMmit9++41169YRGxurzZZWrDVsCtRYX/HO8KnYnCarr6hSqdixYwedO3fG29vbYDy/REFsZqGRV6rp38oDVztLPt6doN12844GbNcgV+Kz7m7vfidz6eVorXcMTbbb1lLG3r17WbZsGbt37wagb9++DRpQ7tq1i5YtWxIcHGx0vKblADKphEd7BLH9UhIv/HrXbnH7pSQOvzyY8WF+XIjPMZlyAKFZKjAFREBpxphDk5KlpaXRYBLAUq7v0PNozyCuJObo+ZsD7LmWwpSuAbTzcdSzpKwuA/r1MbCkLC9XZ6F8fX1rfLyGxFwbKmJiYhg9ejRSqZQhQ4Ywc+ZMxo8frxXcjskooKoQYFwnX0oVSrZdStJu+zsilfisQt4Y3ZqisnIuJ+QQFqBuyikrV2Jtoa+ZqgJmLnyJo9t/JTExUc9hys7Orj5Pt0YoFApGjRqFVCpl4cKFvPnmm7i6uurtU9NyALlUgo2lzKBBLiO/lHKlSi+r29TLAcz1nhKYHiKgFJhtk1IzNzskoA0E3O2tyC0yzEDK7yxNav5bU6aOHsSGNXF6Ekcaxo0bh0wmw8nJCV9fX0JCQujUqRO9evWiX79+jcohxJwbKjQeykqlkn379rF7926sra3p2bMnPXv2xMo3FPAw+lpbSxnD2npxMDJNL8NdolDyxOpTfPFION882kW9raycpTuuM39gCIUlhtfLlm1/UpqUqJ2Lhp07dyKRSJBIJEilUmQyGTKZDAsLCywtLbG0tMTa2hpra2tsbGywtbXF1tYWe3t7HBwccHBwwMnJCScnJ5ydnXFxccHFxQV3d3ftH0tLS6PnV1hYiFKpRKlU8umnn7Jq1Srefvtt5s+fr+3qr2k5QIlCybnYLCaH+3M2NotTtzNxtLFg4eCW5BSVsfZkrPb1VTW/XblyBVdX10ofKhsac76nBKaHaUYKglpjTk1KtbWkrAlBbrasWbqKT5a9z+zZs9myZYt2TCaT8cgjjxAREUFcXByRkZFcvnyZzZs3a/exsLDA2dkZX19fWrZsSVhYGH369KF3796V/sDfDzQNFUC13IQAwgNdeG1Ua9r7OpFfUsa2S0ks3xlBYak6u9SYGyqys7M5c+YMFy5c4Pr169y6dUur+6fJLhcXF/P333/z999/Y+XdAu+Znxo91vC23thayvnjfILBWGRqPsNXHKSlpz1ONhZEpuZTXFbOWw+05cRtw2z4888uZM3K90lIuHssiUSidZPKz8+nsLBQ+6ekpITi4mJKSkrIz8+nrKyM8vJyysvLUSqV1FSG2FjAqus+pVQqyc3N5cUXX+SNN95g9OjRjHpwPLGZrpUe01g5AMBzv57n84fD+fShztptMRkFTP76KHFZRXr76ja/lZSU8Ntvv/HZZ59x6tQpHn/8cVavXl2j8/wnqEmTkoVUyuFXBle6j8bhrDHfUwLTRwSUArNmUKin1pLy24O3GNjKg1/n9jJqSanRn2zt7cDQNl4ANHO1w8HaggV3LDmvJeWy93oqoF6KG9TKEwAPDw82b97Mjz/+yPz58yksLKRFixb89NNPevNRKBScOXOGw4cPc+bMGW7cuEF8fLzWA11XW9PS0hIXFxf8/f1p1aoVnTt3pm/fvnTr1g25vGa39pNPPklISAgvv/yy0ddqGip8nKz5Y35f8orL+OlYjNZN6IVhoXTwc9K6CbX1cWTt7B5EpebzzvareDtZM7dfc4Ld7Ji5+pT6XO/RUJGQkICFhQWenp41Opd7UVZWxqVLlzh79ixXr14lMjKS+Ph4UlJSyMnJoaioyCDQqkxL1d/fn08++YThox+k03/2GF32Hh/mS36Jgt3XUiqdk66Q/sBQD2RSCUfu1Bxq5wC89dxTvLvoaVavXs1rr71GRkYGKpWKESNG8MUXX1T7M9CltLSU9PR0MjMzSU9PJysri8zMTLKzs8nJySEnJ4fc3Fzy8/PJz8+noKCAwsJCioqKKC4upqCgwOhxi4uL2bhxIztOXMZjxseVvr+xcgBQS+bcSMnjbGwWR6PS8XCw4qkBLfh2RlemfHOULJ1srwo4djmKff/7ia+//pqsrCykUilSqbRBtE+VSiUJCQlVakTWpEnJxkLGcxvOGxxjQCsPJnT241BkGmB6mqWCpoUIKAVmzfQegaw+Fg3AyehMJn19lOeGtmJGjyCtJeWyndf55uAt7Wva+zqxaHio3nE0//79TJw2oCxXqni0593lJ4lEwsyZMxkwYACzZs0y6mktl8vp0aMHPXoY/iCUlpZy/PhxrQd6ZGQkiYmJXLx4kTNnzrBu3TrtvlZWVri6uhIQEEDr1q0JDw+nX79+hIWF6dXeARQUFPDDDz8AsHnzZtatW0eLFi2047oNFRM6++FkY8Hkr49qg6B1p+KQSiVMCvfH0VpObrGCl0aEklNUxrTvjpN/Z+k2PquIDyZ1pF9Ldw5FplfaUKFQKPj444956623GD16tJ4P/L1QKpXExMRw5swZLl68SGRkJNHR0SQnJ5OZmUlhYaHR0gNLS0scHBzw9/fHz8+P4OBgWrduTadOnejatSuurq488MAD/Pnnn8jlciQSCf/5z3948cUXtQG4brZbg6udJX1C3NlyIVEve1sZVnIpLw4LJSW3mC0X9Bu2At1steUns2bNYtq0aXz88ccsXbqUwMDaL3NaWlri6+tb63peXVtAuVyOQqGgf//+vPTSS4wePZrz8TlM/Oqo0ddWVg4gk0pYM6sHx29lsnjrFe32w1Hp7HpuAPP6t+D9Hdf1jvXAg+MoTbq7fKwpCfjzzz8ZP3487u7ueHl54efnh5+fH0FBQTRv3hxHR0fqm61btzJ+/HgmT57Mxx9/bBBY1rRJqaisXPt3XSZ38Se3uEzvO8cUmpQETRMRUArMmpZeDvQLcddaUl6Iz+GJOxm0yvj9bDy/n42vch+NJaWxL/Xg4GD27dtX47laWlrSv39/+vfvbzBWWFjI4cOHOXr0KBcuXCAqKorExETOnj3LyZMn9TKhNjY2uLm5ERgYSJs2bfDy8tKOnT17lvbt2/PZZ58xe/ZsJBKJXkNFddyE7K3k9A1xZ9Xh29pgEmDjuXjeGtOWBzr4cCgyXfs56TZUXLx4kccee4yLFy+iUqm4fl0/aMjOzub06dNcuHCBa9eucfv2bRISEkhPTycvL4/S0lKDz0Zjueni4kLbtm0JCgqiVatWtG/fnq5du9KsWTODINsYGr/krl27snr1akJD9R8qdLPdGsZ09MFCJjW63A3w+cOdSc0rITIlD3trC6Z28SfQ1ZYnfjxFQal+44km263Bzs6Ot956q9Ks8j9FSYn6WpDJZEyZMoVFixbpPSxZySv/bCsrB+jezJXW3o68s/2a3vbojEJupuXTJcjF4FjODvakJhlsJiEhgfj4qu9XqVSKpaUlVlZW2tpSJycnXF1dcXNzw8vLC29vb/z8/AgMDKRZs2b4+fnpLffrEhMTg0QiYdOmTWzbto0333yTF198EWtrded+TZuUjOHhYEWv5m5sPBtPiY5iRVNvUhI0XURAKTB7GsqSsj6xtbVl+PDhDB8+3GAsNzeXgwcPcuzYMS5cuMDNmzdJTk7mxIkTHD2qnznS1NfNnTuX//znP6xcuZK91+21n0113IS6BLlgIZNyKSFH79hl5SquJubq1ehqGipeL23JkiVLWLp0qbZWEeDGjRv4+vpWuRRtY2ODk5MTbdq0ISAggJCQENq2bUt4eDgdOnSot1rTF154gf79+zN16lSjAahutlvD+DA/0vJKOFxh+VrDpYQcpnQJ4JHugRSXlXMqOpNnN5znaoV63YrZbl0a2s6yc+fOfP/99wwfPtzoEm/F5jddKisH8HBQn5NMalhqIL+jhauLBLh54Tj7d+9gwYIFxMXFaa+Vb7/9ltmzZ5Ofn090dDSxsbHExcWRkJBAamoqqampZGRkkJ2dTW5uLgUFBSQlJREdHY1CoaiyzlQikSCXy7G0tMTGxgY7OzscHR3JyVFf+5r76c033+TTTz/l7bffZs6cOTVuUjLG2I6+yKQSg8yluTl0CRoPIqAUmD2maEmpi6OjI2PGjGHMmDEGY+np6Tz77LOsW7fO4IczLi6OCVMfJuD5X7U1hNVxE/K8Ewyk5unLL2m2aXQWNcSkF2Dn5IqiWF2LpzsPpVJJSUkJAQEB2qXoNm3a0KlTJ7p06YKLi2Gm6n4REhJCSEhIpeMVs91ApUu9Gr45eEuvnMIYVWW7GwNyuZxZs2ZVOl6x+U1DVeUAt9LU5RQPdvThwI007fZ2vo4097BnnU6XN6jLAeytLXjwwQcZNmwYH330Ee+88w7FxcXaa8Te3p727dvTvn37Gp2fUqkkMTGR6OhoYmJiSEhIIDk5mZSUFDIyMsjMzCQnJ4e8vDxycnJISUmhpKTE4H5KS0tjwYIFLHzhJQKf/1VdKGmEypqUKjIuzJeU3GKO3jJs3jJ1hy5B40RcbQIB5mNJWRF3d3esrKxQqVTa+jd3d3emTp3KsGHDUDh4s2iP/g/WvdyENPqJFYXjQS0HU1FfEYmEsH7DuHn6AFlZWXoZSoBDhw7Rtm3b+j/5+4ApZLvvBzUtB7icmMvByDQmdwnA3sqCQ5FpeDpa8XivZhSXlfPfI3d1XSuWA1hbW/PGG2/w2GOP8cMPPzBs2LA6zV0qleLv74+/v3+1rUNnzJjB2rVrUSqVWhMDFxcXunXrRt8x01iVaDyYhMqblHQJdrejo78z3x++hbEEakWHLoHgn0AElALBHczJklIXa2trPD09mTp1KlOnTqV3797a2rBzsVmw526WrTpuQhrR6YrC8aCup6toNQjw7ff/pXOgC9evX2fNmjX88MMPWhehuLi4JhNQmnq2u7bUphxgzk+nmdu/OQ929GVAKw/KypWcjM7k4903uKUj61VZOUBAQAD//ve/6/U8qktGRgZKpRKJRMKIESNYsGABI0aMQCqVci42i1U1bFKqyPgwdQPV5nOVZzGNPdAJBPcTEVAKBDqYiyWlLl9++SVffPGFUWmc2rgJaeSVPB30rQM121LySgy2a96ndevWvPPOO/zf//0fhw4dYs+ePXTt2rXW59YQmGu2uypqUw5QolCycl8UK/dFVbpPYy0HmDFjBmFhYcyZM8fAjtLYg5aGqjRLdRnbyY+bqflcTqxcG7eq9xEI7gcioBQIKmAOlpQVqUxnsTZuQjficygrV9LBz4ntOst2FjIJbX0d2X5RfylPcud9dJFKpQwYMIABAwbU+pwaEnPNdleFOZUDPPzwwzz88MNGx2rTpKRLWIAzwe52fLQ7otJ9jN1TAsH9RgSUAkElmKslpS61cRPKK1FwJCqdCZ39WLkvUit/M6GzP/ZWcv68rB9Q6uormhLmmO2uClEOoKY2TUq6jOukXu7+owpJIVO9pwSNG3HFCQTVwJwsKStSGzeh5bsi2PhUbzbM7cW6k7F4O1kzp19zDt5I0+vaNaavaEqYY7a7KkQ5gJraaJYCSCXq/c7GZhFbISDVYOr3lKDxIlHV1MxVIBCYFZEpeQxbcVD7707+Tjw3tBXtfBy1bkL/OxvPNwdv6f1Adg1y4dWRrWnv50R+iYLtl5JYtuO6nmA3wJ7n+5t0EFURc81267L+VKxZlwNUvKcANj7dmwAXW3os3UNlH0n/lu789GQP3t5yhR8rNDnpYm73lKBxIAJKgUBwT2asOqHXUFEfaBoqhO+weRKXWVjjcoB+Ie4mUw4g7imBqSECSoFAcE/iMgsZ+skBPYu3umIll7Ln+QEmERwIao+5lgOIe0pgaoiAUiAQVIv1p2LrtaHig4kdmvSypaD+MbdyAHFPCUwJEVAKBIJq8/n+yHprqJg/qHIbQ4HAXBD3lMBUEAGlQCCoEebeUCEQ1DfinhKYAiKgFAgENcbcGyoEgvpG3FOCpo4IKAUCQa0x14YKgeB+Ie4pQVNFBJQCgaBeMLeGCoHgfiPuKUFTQgSUAoFAIBAIBII6IW3oCQgEAoFAIBAImjYioBQIBAKBQCAQ1AkRUAoEAoFAIBAI6oQIKAUCgUAgEAgEdUIElAKBQCAQCASCOiECSoFAIBAIBAJBnRABpUAgEAgEAoGgToiAUiAQCAQCgUBQJ0RAKRAIBAKBQCCoEyKgFAgEAoFAIBDUCRFQCgQCgUAgEAjqhAgoBQKBQCAQCAR1QgSUAoFAIBAIBII6IQJKgUAgEAgEAkGdEAGlQCAQCAQCgaBOiIBSIBAIBAKBQFAnREApEAgEAoFAIKgTIqAUCAQCgUAgENQJEVAKBAKBQCAQCOqECCgFAoFAIBAIBHVCBJQCgUAgEAgEgjohAkqBQCAQCAQCQZ0QAaVAIBAIBAKBoE6IgFIgEAgEAoFAUCdEQCkQCAQCgUAgqBMioBQIBAKBQCAQ1AkRUAoEAoFAIBAI6oQIKAUCgUAgEAgEdUIElAKBQCAQCASCOiECSoFAIBAIBAJBnRABpUAgEAgEAoGgToiAUiAQCAQCgUBQJ0RAKRAIBAKBQCCoEyKgFAgEAoFAIBDUCRFQCgQCgUAgEAjqhAgoBQKBQCAQCAR1QgSUAoFAIBAIBII68f+W96gOKUmHHwAAAABJRU5ErkJggg==", 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" ] @@ -415,8 +415,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'fISWAP': 0.947781142837921, 'fISWAP_std_err': 0.00880368328462963}\n", - "{'fISWAP': 0.5, 'fISWAP_std_err': 1.0}\n" + "{'fISWAP': 0.9608092769094925, 'fISWAP_std_err': 0.006832379421744852}\n", + "{'fISWAP': 0.9175335256563664, 'fISWAP_std_err': 0.014230349601250074}\n" ] } ], @@ -490,7 +490,7 @@ "MEASURE 10 ro[0]\n", "MEASURE 11 ro[1]\n", "MEASURE 17 ro[2]\n", - "Counter({'010': 811, '000': 115, '100': 52, '110': 14, '011': 6, '001': 1, '111': 1})\n" + "Counter({'010': 632, '011': 105, '000': 103, '110': 61, '100': 47, '111': 24, '101': 14, '001': 14})\n" ] } ], @@ -630,7 +630,7 @@ "MEASURE 17 ro[2]\n", "MEASURE 10 ro[0]\n", "MEASURE 11 ro[1]\n", - "Counter({'000': 583, '001': 207, '010': 60, '100': 53, '110': 29, '011': 29, '111': 22, '101': 17})\n" + "Counter({'000': 507, '001': 213, '010': 92, '011': 56, '100': 42, '111': 35, '101': 30, '110': 25})\n" ] } ], @@ -664,7 +664,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -697,7 +697,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -709,7 +709,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -733,20 +733,21 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "T : | 0 | 1 | 2 | 3 |\n", - " \n", - "q0 : -StartVerbatim-GPi(3.13)-MS(0.10, 0.20, 0.30)-EndVerbatim-\n", - " | | | \n", - "q1 : -*************-----------MS(0.10, 0.20, 0.30)-***********-\n", - "\n", - "T : | 0 | 1 | 2 | 3 |\n" + "T : │ 0 │ 1 │ 2 │ 3 │\n", + " ┌───────────┐ ┌──────────────────────┐ \n", + "q0 : ───StartVerbatim───┤ GPi(3.14) ├─┤ MS(0.10, 0.20, 0.30) ├───EndVerbatim───\n", + " ║ └───────────┘ └──────────┬───────────┘ ║ \n", + " ║ ┌──────────┴───────────┐ ║ \n", + "q1 : ─────────╨───────────────────────┤ MS(0.10, 0.20, 0.30) ├────────╨────────\n", + " └──────────────────────┘ \n", + "T : │ 0 │ 1 │ 2 │ 3 │\n" ] } ], @@ -758,14 +759,14 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Counter({'10': 9, '01': 1})\n" + "Counter({'10': 10})\n" ] } ], @@ -790,7 +791,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -822,19 +823,19 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "fullyConnected=False connectivityGraph={'1': ['2', '4'], '2': ['5'], '3': ['4', '8'], '4': ['5', '9'], '5': ['6'], '6': ['7'], '8': ['9'], '10': ['11', '15', '5', '9'], '11': ['12', '16', '6'], '12': ['17', '7'], '13': ['14', '8'], '14': ['15', '18', '9'], '15': ['16', '19'], '16': ['17', '20'], '18': ['19'], '19': ['20']}\n" + "fullyConnected=False connectivityGraph={'1': ['2', '4'], '10': ['11', '15', '5', '9'], '11': ['12', '16', '6'], '12': ['17', '7'], '13': ['14', '8'], '14': ['15', '18', '9'], '15': ['16', '19'], '16': ['17', '20'], '18': ['19'], '19': ['20'], '2': ['5'], '3': ['4', '8'], '4': ['5', '9'], '5': ['6'], '6': ['7'], '8': ['9']}\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -871,7 +872,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -905,17 +906,17 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Task Summary\n", - "{'arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2': {'shots': 5000, 'tasks': {'COMPLETED': 5}}, 'arn:aws:braket:us-east-1::device/qpu/ionq/Harmony': {'shots': 10, 'tasks': {'COMPLETED': 1}}}\n", + "Quantum Task Summary\n", + "{<_Rigetti.Ankaa2: 'arn:aws:braket:us-west-1::device/qpu/rigetti/Ankaa-2'>: {'shots': 5000, 'tasks': {'COMPLETED': 5}}, <_IonQ.Aria1: 'arn:aws:braket:us-east-1::device/qpu/ionq/Aria-1'>: {'shots': 10, 'tasks': {'COMPLETED': 1}}}\n", "Note: Charges shown are estimates based on your Amazon Braket simulator and quantum processing unit (QPU) task usage. Estimated charges shown may differ from your actual charges. Estimated charges do not factor in any discounts or credits, and you may experience additional charges based on your use of other services such as Amazon Elastic Compute Cloud (Amazon EC2).\n", - "Estimated cost to run this example: 6.400 USD\n" + "Estimated cost to run this example: 6.600 USD\n" ] } ], @@ -943,7 +944,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.10.11" }, "vscode": { "interpreter": {