From 273f8f2b7fa65ef4ad583400914e36c99b5e3395 Mon Sep 17 00:00:00 2001 From: Frank Harkins Date: Mon, 4 Mar 2024 18:33:36 +0000 Subject: [PATCH 1/4] Update for Qiskit 1.0 --- c3/qiskit/c3_gates.py | 2 +- requirements.txt | 2 +- test/test_qiskit.py | 7 +++---- 3 files changed, 5 insertions(+), 6 deletions(-) diff --git a/c3/qiskit/c3_gates.py b/c3/qiskit/c3_gates.py index b9576a26..54983bfc 100644 --- a/c3/qiskit/c3_gates.py +++ b/c3/qiskit/c3_gates.py @@ -1,7 +1,7 @@ """Library for interoperability of c3 gates with qiskit """ from typing import Iterable, List, Optional -from qiskit.extensions import UnitaryGate +from qiskit.circuit.library import UnitaryGate from qiskit.circuit import Gate from qiskit.circuit.library import RXGate, RYGate, RZGate, CRXGate from c3.libraries.constants import GATES diff --git a/requirements.txt b/requirements.txt index f49a2040..01f58e31 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,7 +7,7 @@ pre-commit>=2.7.1 pytest-cov>=2.11.1 pytest-xdist>=2.2.1 python-dateutil>=2.8.1 -qiskit>=0.25.0 +qiskit>=1.0 qiskit-aer>=0.13.2 rich>=9.2.0 scipy>=1.5.2 diff --git a/test/test_qiskit.py b/test/test_qiskit.py index f874295f..5c3226d8 100644 --- a/test/test_qiskit.py +++ b/test/test_qiskit.py @@ -22,12 +22,11 @@ CR90Gate, SetParamsGate, ) -from qiskit.circuit.library import RXGate, RYGate, RZGate, CRXGate -from qiskit.extensions import UnitaryGate +from qiskit.circuit.library import RXGate, RYGate, RZGate, CRXGate, UnitaryGate from qiskit.quantum_info import Statevector, Operator from qiskit import transpile from qiskit.providers import BackendV1 as Backend -from qiskit import execute, QuantumCircuit +from qiskit import QuantumCircuit import pytest import numpy as np @@ -163,7 +162,7 @@ def test_too_many_qubits(backend, config_file): received_backend.set_device_config(config_file) qc = QuantumCircuit(4, 4) with pytest.raises(C3QiskitError): - execute(qc, received_backend, shots=1000) + received_backend.run(qc, shots=1000) @pytest.mark.parametrize( From de1cde6c84b44f2972065a862c0720cf1b89495d Mon Sep 17 00:00:00 2001 From: Frank Harkins Date: Tue, 5 Mar 2024 10:52:18 +0000 Subject: [PATCH 2/4] Update examples --- examples/Full_loop_single_qubit.ipynb | 2 +- examples/Piecewise_constant_controls.ipynb | 2 +- examples/c3_qiskit.ipynb | 10 ++++++---- examples/two_qubit_entangling_gate.ipynb | 4 ++-- examples/two_qubits.ipynb | 4 ++-- 5 files changed, 12 insertions(+), 10 deletions(-) diff --git a/examples/Full_loop_single_qubit.ipynb b/examples/Full_loop_single_qubit.ipynb index 931f714a..9b8b94e0 100644 --- a/examples/Full_loop_single_qubit.ipynb +++ b/examples/Full_loop_single_qubit.ipynb @@ -536,7 +536,7 @@ "from c3.qiskit import C3Provider\n", "from c3.qiskit.c3_gates import RX90pGate\n", "from qiskit import QuantumCircuit\n", - "from qiskit.tools.visualization import plot_histogram" + "from qiskit.visualization import plot_histogram" ] }, { diff --git a/examples/Piecewise_constant_controls.ipynb b/examples/Piecewise_constant_controls.ipynb index 0f7857b5..e74200d3 100644 --- a/examples/Piecewise_constant_controls.ipynb +++ b/examples/Piecewise_constant_controls.ipynb @@ -273,7 +273,7 @@ "from c3.qiskit import C3Provider\n", "from c3.qiskit.c3_gates import RX90pGate, SetParamsGate\n", "from qiskit import QuantumCircuit\n", - "from qiskit.tools.visualization import plot_histogram" + "from qiskit.visualization import plot_histogram" ] }, { diff --git a/examples/c3_qiskit.ipynb b/examples/c3_qiskit.ipynb index 453b3db9..f3c293c2 100644 --- a/examples/c3_qiskit.ipynb +++ b/examples/c3_qiskit.ipynb @@ -37,8 +37,9 @@ "import numpy as np\n", "from c3.qiskit import C3Provider\n", "from c3.qiskit.c3_gates import RX90pGate\n", - "from qiskit import transpile, execute, QuantumCircuit, Aer\n", - "from qiskit.tools.visualization import plot_histogram" + "from qiskit import transpile, QuantumCircuit\n", + "from qiskit.providers.basic_provider import BasicSimulator\n", + "from qiskit.visualization import plot_histogram" ] }, { @@ -268,9 +269,10 @@ } ], "source": [ - "qiskit_simulator = Aer.get_backend('qasm_simulator')\n", + "qiskit_simulator = BasicSimulator()\n", "qc.measure_all()\n", - "qiskit_result = execute(qc, qiskit_simulator, shots=1000).result()\n", + "qc = transpile(qc, qiskit_simulator)\n", + "qiskit_result = qiskit_simulator.run(qc, shots=1000).result()\n", "counts = qiskit_result.get_counts(qc)\n", "plot_histogram(counts, title='Qiskit simulation')" ] diff --git a/examples/two_qubit_entangling_gate.ipynb b/examples/two_qubit_entangling_gate.ipynb index f412342f..996ab974 100644 --- a/examples/two_qubit_entangling_gate.ipynb +++ b/examples/two_qubit_entangling_gate.ipynb @@ -85,8 +85,8 @@ "# Qiskit related modules\n", "from c3.qiskit import C3Provider\n", "from c3.qiskit.c3_gates import RX90pGate\n", - "from qiskit import QuantumCircuit, Aer, execute\n", - "from qiskit.tools.visualization import plot_histogram" + "from qiskit import QuantumCircuit\n", + "from qiskit.visualization import plot_histogram" ] }, { diff --git a/examples/two_qubits.ipynb b/examples/two_qubits.ipynb index 031a4960..439862bb 100644 --- a/examples/two_qubits.ipynb +++ b/examples/two_qubits.ipynb @@ -81,8 +81,8 @@ "# Qiskit related modules\n", "from c3.qiskit import C3Provider\n", "from c3.qiskit.c3_gates import RX90pGate\n", - "from qiskit import QuantumCircuit, Aer, execute\n", - "from qiskit.tools.visualization import plot_histogram" + "from qiskit import QuantumCircuit\n", + "from qiskit.visualization import plot_histogram" ] }, { From 1ff923d1ba500d051c06ebfcf8128fd95eb15d4b Mon Sep 17 00:00:00 2001 From: Frank Harkins Date: Tue, 5 Mar 2024 11:42:03 +0000 Subject: [PATCH 3/4] Execute working notebooks --- examples/Piecewise_constant_controls.ipynb | 92 ++++-- examples/c3_qiskit.ipynb | 69 +++-- examples/two_qubit_entangling_gate.ipynb | 318 +++++++++++++-------- examples/two_qubits.ipynb | 275 ++++++++++-------- 4 files changed, 458 insertions(+), 296 deletions(-) diff --git a/examples/Piecewise_constant_controls.ipynb b/examples/Piecewise_constant_controls.ipynb index e74200d3..62d1315b 100644 --- a/examples/Piecewise_constant_controls.ipynb +++ b/examples/Piecewise_constant_controls.ipynb @@ -220,8 +220,8 @@ "output_type": "stream", "text": [ "rx90p[0]-d1-pwc-amp : 1.000 V \n", - "rx90p[0]-d1-pwc-inphase : 178.942 mV 910.971 mV 413.580 mV 302.991 mV -831.126 mV -305.492 mV 1.710 V -584.895 mV -1.684 V 1.837 V 981.789 mV -1.228 V -971.819 mV 933.462 mV \n", - "rx90p[0]-d1-pwc-quadrature : -121.327 mV -199.645 mV 202.616 mV 996.790 mV -46.131 mV -343.020 mV 551.584 mV -71.846 mV 470.491 mV -117.357 mV 591.651 mV 594.609 mV 387.548 mV -922.418 mV \n", + "rx90p[0]-d1-pwc-inphase : <14 values>\n", + "rx90p[0]-d1-pwc-quadrature : <14 values>\n", "\n" ] } @@ -324,7 +324,17 @@ "cell_type": "code", "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "Initial state not specified. Using ground state as the initial state.\n", + "You can use model.set_init_state() method to set the initial state.\n" + ] + } + ], "source": [ "job = backend.run(qc)" ] @@ -336,9 +346,9 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
" + "
" ] }, "execution_count": 13, @@ -366,14 +376,14 @@ "data": { "text/plain": [ "" + "array([-5.55111512e-16, -6.97570223e-01, 7.14880154e-02, 9.27017791e-01,\n", + " -5.58740325e-01, -1.00961866e-01, 9.19772351e-02, 1.72128812e-01,\n", + " 1.22067301e-01, 3.96638860e-01, -4.79653931e-01, 2.31964683e-01,\n", + " -2.74793512e-01, -8.91164027e-01, 4.37708973e-01, 9.21906166e-01,\n", + " 5.58945410e-01, -8.96275652e-01, 2.56450765e-01, 8.05885945e-01,\n", + " -2.48296406e-01, 5.89509332e-01, 2.93760516e-01, 1.92178515e-01,\n", + " 4.09172905e-01, 3.57690901e-01, 8.41159024e-01, -8.20368755e-02,\n", + " 6.45452587e-02])>" ] }, "execution_count": 14, @@ -394,7 +404,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "C3:STATUS:Saving as: /tmp/tmpdvwit0ug/c3logs/better_X90/2022_06_27_T_01_50_36/open_loop.c3log\n" + "C3:STATUS:Saving as: /var/folders/z_/6s4ntyps5lsb232v7f82201r0000gn/T/tmp0cnog4d3/c3logs/better_X90/2024_03_05_T_11_36_27/open_loop.c3log\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" ] } ], @@ -410,7 +428,7 @@ { "data": { "text/plain": [ - "6.51083751312953e-06" + "8.290404895916481e-08" ] }, "execution_count": 16, @@ -511,14 +529,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -533,16 +549,23 @@ "scrolled": true }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial state not specified. Using ground state as the initial state.\n", + "You can use model.set_init_state() method to set the initial state.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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\n", 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -572,7 +595,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 20, @@ -589,7 +612,16 @@ "cell_type": "code", "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + } + ], "source": [ "job = backend.run(qc)" ] @@ -601,9 +633,9 @@ "outputs": [ { "data": { - "image/png": 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\n", 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p6fJVkKXKsHXjGuXFLj27d8P3P81OG0n29oKBvj727j+I12/e4I9ff4Z7W1cAaX+HBgwdmeW+JRIJbEuXxosX2X8/Fnc8BEwqXJo0xurlS9CqRQs8efoMGzZvxaSp09GlWy+1D1V06+oBkUikfFynVk3I5XJ4de2iLNPR0UGtGtXx9p32pgRJH/5iY2MRFRWFhvXr4+27d4iNjc3z9h48CkBEZCR69fBWCQctmzdDxQrlcfnK1UzP6entpfK4vlO9XNt43dcPKSkp6Nenl8rFC929usLY2DjL/eQmPj4eAHI9d8XIyBBxH9fNiuJcw/MXL+d6wndsbBwmTpmOl69eY9nC/7R+1eCZc+chEokwesTQTMvSv9+y4+3VVeUQmc8NX8TFx2Po4AGZzqFTZ3vaZmlpgYoVysP/Y9i7fecexGIxBg3oh4iISLx+EwggbQTQqV7dfNWxfbu2yvAHfBpNVPfz+OucuWjv4Y3O3Xriq+nfIiEhET/PmpnrKKw6TE1N8PzFS2V7M4r+8AG+fv5wb+uK+Ph4REVFISoqCtHR0WjaxBmv3wRmOkUjvbj4OADIdA7o7n0H0N7DW/nfqHGffmTo6Ogow59MJkP0hw9ITU1FrRrV8Sjgca5tym+dFYdKM56ao/jsGufyOTc2MkRcXJxKmY6ODnp081Q+1tXVRY9unoiIjMTDRwG5tik77dq6KsMfANSpXRNA2ohr+kGE2rVqIiUlBaHvw9Ta7vMXL/HrnLlo06oFRg4bDCDth9qZ8xfQqmVzQC5Xvq5RUVFo2sQZsbFxCPjYP1eu+sDG2hrt3Noot2lgYIDuXp5Z7g8AzExNEBUdrX7jixmOAFImtWvWwN9//IqUlBQ8fvoM585fxNbtO/HtrJ+wed2qbEceFDJOLWJiknZowjZDubGxMWI+xEBbbt+5i+Wr1+LuvQdI/HiITyE2Nk7lS0kdwcHBAIAK5ctlWlaxQnncyjAXl76eHiwtLVTKzExN8CEm5zYGZbMfXV1dlC1jj6DgkDzVG/gU/OJzCHdpyxNglaHO6bV3b4v9hw7jtz//xqJlK+DcqCHc2rRGO7c2ma60/Xf+IiQlJ2PTupWZRle0IfDdO5Sysdb4MGMZe9VD4YrDlgVRV03Vd6qHK1evAUg7/FuzRnXUqlEd5mZmuHX7DqysLPHk6TN0bN8uly3lLONnVBEGY3J5ryqMGj4U9Z3qQkesAwsLc1SsUF5rFwWMHTUC0779Hj37DUJlx0po5tIEXTp1UI5yBQa+hVwux7KVa7Bs5ZostxEZGYXSpUpluUwRlhISElS+E9q6tlG+F+YvWprp3N1DR45h87YdePnqNaRSqbK8TDanWKSX3zoryKE6Mq1oS04/4tKWJ8AywzncpWxsMoXg8h+/g4KCg1VmB8iLTN//Hw9N25bOulyd91xsXBy++e4HlCplg59/+E754ycyKgoxMbHYu/8g9u4/mOVzFRfOBQUHo5xD2Uw/nMpn8f2uIEfh/Bj8XBgAKVu6urqoXbMGatesgfLlHDB7zlycPnsOjpWG5fi87Kbg0MmiXOULLZsPmiw196kGAgPfYvzkqahQvjymTBoP29KlIdGV4MpVH2zZvhMyuXanK8iKWKfoDKiXL+cAHR0dPH32PNt1kpOT8er1a9SuWTPbdQz09bFi8QL43vTH5SvXcNXnOk6ePovGjRpi0by/VUbUWrdqgZOnz2D9xi345YfvitwUQfr6ml21nt0fAFmqTOt9Xr9eXew7cAiBb9/h1p07aOBUDyKRCE716sL/9h3Y2FhDJpNle/6furLrG3UPfVepXAkuzo2zXZ7da5aqxme5YX0n7N2xBecvXobP9RvYf+gwtu7YiW+nTYW3V1flSPSg/n3R1MU5y204lC2b7fYrlE+bDuXZ8xcq8+nZ2ZZWhhdTUxNERX0a+Tly/AR++f1PuLZuicED+sHS0gJisRjrNm7B27dvc21Tfuus+NET80H1SEbFChUAIMfPeVBwMOLi4lCpYoVc66kN2X7/Z/NZUec998tvfyIsLBzrVi1VOddR8bp27tg+21OJcjo8npuYmBi1ptsqrhgASS01a1YHAISFhRfYPsw+Ht6IyXC4Nigk9xGwC5evIDk5Bf/OnQM7O1tlud/NW5nWVfcXnZ1d2vk2r16/gXOjhirLXr1+A3tb26yelmf26faTfiLdlJQUvAsKQpPGjfK8TQMDAzg3bogbvn4ICg5W7iO9U2fOITk55dN0HtkQi8Vo0rgRmjRuhCmYgLXrN2HJilXwvemvEgJcW7dE0ybO+OX3P2FsZKQ83zMnefl17VCmDK753ED0hw9audhA8Vo/e/4ixy95U1PTLE8hCAoJyfYCG4W8jh7U/xjsrt/wxYOHAco5GRvUr4fde/d/HLUxQI3q1bS6X20zMzXN9DkG0s49VIe5mRm8PDrDy6Mz4uPjMWbCZKxcsw7eXl1R9mO/SSSSHENodlq1aIb1m7bg6IlTWU6onJUzZ8+jbJky+GvOryqv7YrV61RXzOZ1z2+d7exsoa+vn+kuOhXKl0P5cuVw/sIlxE2eBGPjzIeCDx89AQCZpo95HxaWaTqk1x+nvlF8XxT2+wgA1m3cjPMXL+GvObOVgVfB0sICxkZGkMlkub6u9nZ2ePb8BeRyuUq7Xmcz3Y9UKkVISGja4eUSqmj9RKdC5+vnn+UvsitXfQB8+vVcEOztbKGjI4b/rTsq5bs+TmmREx1x2khU+hHF2NjYLKeOMTQwQExM7ucE1qpRHVaWltiz7wCSk5OV5Zev+uDFy1do0bxZDs9WX5PGjaCrq4vtu3arvPb7Dx1BbGycxvsZOXQw5PK0X8+JSUkqy96+C8KCJctga1saXTplfzVkxmkaAChnxk/JYvoEj84dMe2rSdi97wAWLlmeax3V7Qsg7RCdXC5Pm2g3A00u2nBp4gxjIyOs27gFSRlen/TbcyhbBnfvP1Bp78XLVxASEprrPgwM06bfUffQatky9ihdygZbtu+EVCqFU920gNLAqR4C377D6bPnUad2rVwPt+Z1v9pWtmwZxMbG4cnTZ8qysLBwnDt/MdfnZjznysjICOUcyiqn67CytESjBvWxd//BLH+QRn485Jcdp3p14eLcGPsOHMT5i5eyXCfj20ms+H5Jt+De/Qe4e+++ynqK6ZYyvqfzW2eJRIJaNapneW7eqOFD8CEmBn/8/W+mw9YPHwVgw+YtqOxYCW1d26gsS01NxZ50h01TUlKwZ/9BWFpYoGaNtB/8hor3kQbnUGuDzw1fLFu5GsOHDMp0QQiQdh6jm2trnDl3AU+fZx4FTf+6Nm/mgvdhYTh99tN0OImJidh7IOtDxy9evkJScnKuVz0XZxwBJBV/z5uPxKQkuLZuhYoVyiMlJQV37t7HqTNnUMbeDp4enQps3yYmJmjn5ortu/YAIhEcypbBpctXEZlhAuqsuDRpDF1dXUz95jt07+aJhIQE7DtwCJaWFggLV/3CrVGjOnbv3Y/V6zagnENZWFpaZhrhA9K+dCeOG4PZc+Zi7ITJ6NC+nXIamDL2dhjQt5dW2m1paYFhgwdg5Zr1+HLqN2jVsjlev36DXXv3oVbNGuiSh+kq0qvvVA9TvpyAf+cvwoAhI9C1SyfYWFvj5avX2HfwEMQiMf7547cs53xUWLVmPfxv30GLZk1hb2eLyMgo7Nq7D6VLl1JetZpRn149EBcXjyUrVsHE2Fg5xUtW1O0LIG2uuS6dOmD7zt148yYQzZo2gUwmw63bd9G4YX306ZW32xSaGBtjypcT8Nuff2PoqC/Qsb07zExN8OTpMyQmJuHnH9LuuNDN0wOnz57Hl1O/gXtbVwS+fYejJ06qdduzmtXT/pD+899CNG3iDB0dscpUHFmp71QPJ06dQZXKjspz86pXqwpDQwO8fvMGnTrkfv6fJvvVpg7ubbFo6XJMn/kD+vbugcTEJOzetx/ly5fL9aKJvgOHoWGD+qhZoxrMTE3x8FEATp89r7ySHwC++forjB43Cf2GDIe3Z9qoYEREBO7ee4DQ9++xZf3qHPcx+6fv8eXUbzDt21lo3tQFTZwbwdTUVHknEP9bt9G8qYty/ZYtmuHs+QuYPvMHtGjeFO/eBWHP/gOoVLGCypXDBvr6qFSxIk6eOYvy5cvB3MwUjo6VUMXRMd91bt2qBZauWIXYuDiVw6CdO7bHg4ePsG3nbrx4+RKdOrgr7wRy8NARmJub4c/ffsn0o6GUjQ02bNqKoKBglC/ngJOnz+Lxk6f4bsY05boOZcvC1NQEe/YdgLGREQwNDVC7Vq1cR761ZdbPv8LCwgLlyzngyPETKstcnBvD2soKE8eNgd9NfwwfPR7enh6oVKkiPnz4gIDHT3D9hh9OH0sLeN29umLn7r34+dc5eBgQABvrtGlgsrudps8NXxgYGGg0YltcMACSiskTx+H02fO4cvUa9u0/iBSpFHa2pdGruzdGDBucY1jQhulTvoRUKsWefQegp6sL97au+HLCF+g3OOdbWlWsUB5//vYLlq1cjQWLlsLa2go9u3eDhYUFfp0zV2XdUcOHIDg4GBs3b0NcfDwaNnDKNnR4enSGgYEB1m/agkVLl8PQwBCurVti0vixWn0txowcDgsLC+zcvRfzFiyGmZkpvL08MWHsqHydXN+vd0/UqFYVm7Zux9YduxAd/QFyuRxWlpbYvH4VbKytc3x+61YtEBQcjIOHjyIqOhoW5uZo2MAJY0YOz/GimuFDByE2Lg5LVqyCsYmxyh/v9PLSFwDw43czUKWyIw4cOoIFi5fBxNgYNWtUR726mv1K7+bpAUtLS6zftAWr122ARCJBxQrlVcJ9M5cm+GrSeGzZtgP/LliEmjWqY95ff+C/RUty3b5bm1bo26sHTpw6g6PHT0Iul6sdANMfnpRIJKhbuzau+/opDxNre7/aZGFujr/n/IZ5Cxdj4ZLlKGNvhwljR+NNYGDuAbB3D1y4dAU+N24gOTkF9na2GDd6JAYP7Kdcx7FSRaxfvRyr1qzHoaPHEB39AVaWFqhWrSpGDcv99m1WlpZYvWwR9uw/iJOnz2LlmvVITEyEhUXavYB//WkW2rdzU67v2aUTwsMjsHf/AVy7fh2VKlbE7B+/x6kz53DT/5bKtmfNnI5//p2PeQsWIyUlBaNHDEUVR8d817lLpw5YtHQFLly6nGlKlq+/moTGjRpg5+59WLdhMxKTEmFbujR69fTGsEEDspzCydTUBD/Pmom/5y3AvgOHYGVlielTJ6O7V1flOhKJBD99PxOLl61UjjD++N2MzxYAFedhZjUR+7KF82BtZQVrKyusW7UMq9asx9kLF7Fr736Ym6dNkzRx/Fjl+gYGBlgy/1/8PW8BduzaCwMDfXRq747mzVzw5dRvMm3/9JlzcGvTKsvD6iWFSK6NCa+IqNhYtXYDlq9agxFDB2HcmFGFXR0iUtOvf/yF16/fYOXShfnaztiJkxEVFY3tm9Zpp2IlTMDjJxg8Ygw2rlmh9emsihKeA0gkMKOGD0FPby+sWb9J5RwgIiraRg8figePHuF2himoSLvWb9qCdm5tSnT4AzgCSEREJCgcASSAI4BEREREgsMRQCIiIiKB4QggERERkcAwABIREREJDANgAZLL5YiNi9PoLgVEREREBYUBsADFxcfDrYMH4uLjC7sqREREREoMgEREREQCwwBIREREJDAMgEREREQCwwBIREREJDCSwq4AFS07du/Fpi3bEB4RgapVqmD6lC9Ru1bNLNc9ePgoZs+Zq1Kmp6eLy2dPfo6q0kfsMyIiyisGQFI6ceoM/lu4BN9On4o6tWpi645dmDR1OnZt3QgrS8ssn2NsbIxdWzcoH4tEos9VXQL7jIiINMNDwKS0ZftOeHt6wMujMxwrVcTM6VNhoG+AA4eOZPsckQiwsbZW/mdtZfUZa0zsMyIi0gRHAAkAkJKSgkcBARg2eICyTCwWo0njRrh770G2z0tISIBnj76QyWWoUa0axo8dhcqOlT5HlQWPfUZERJpiACQAQFRUNFJTZbDKMBpkZWWJl69fZ/mcChXK44eZM1ClsiNi4+Kwaet2jPxiIrZvWgvb0qU/R7UFjX1GRESaYgAkjdWrUxv16tRWPnaqWwe9BwzBnn0HMW7MyEKsGWWHfUZERADPAaSPLCzMoaMjRkREhEp5RESk2ueISSQSVK9WFYFv3xZEFSkD9hkREWmKAZAAALq6uqhRvTpu+N5UlslkMtzw80PdOrXU2kZqaiqePnsOG2vrgqompcM+IyIiTfEQMCkN6Nsbv/z+B2rWqI7aH6cUSUhMhKdHZwDAT7/OQSkbG0wcNwYAsHLNetStXQsODmURGxuLjVu2ITg4BN08PQqzGYLCPiMiIk0wAJJSB/e2iIqKwvJVaxEeEYFqVatgwf/+Uh5ODA4JUZkzLiYmBr/P/QfhEREwNTVBzerVsXr5YjhWqlhILRAe9hkREWlCJJfL5YVdiZIqNi4Obh08cPbEYZgYGxd2dYiIiIgA8BxAIiIiIsFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoGRFHYFKH9G/1fYNSg4K78q7BoUHPYbEREVJo4AEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwDAAEhEREQkMAyARERGRwEgKuwLZuf/wEVasWos79+5BKk1FFcdKGNCvD9q3c9Noex8+xKDf4OF4HxaGpi7OWPjv35nWcW7hmu3zPTp3xM+zZmq0byIiIqKipEgGQF8/f0yaOh36enpo794WRkZGOHvuPL778ReEhIZiUP++ed7mX//OR2xcbK7r2dvZomuXTpnKq1Wtkud9EhERERVFRS4ASqVS/D73b4jFIixfPB/Vq1UFAIwePgRDR43DkuWr0M6tDezt7NTe5pmz53H85ClMnzoZf/87P8d17e3tMGbk8Hy1gYiIiKgoK3LnAPr6+SPw7Tt0bO+uDH8AYGJiguFDBiIlJQWHjhxXe3uRkVH485956NKpA1o2b1oQVSYiIiIqVorcCKCf/y0AQNMmjTMta+riDAC4eeu22tv74+9/IdYR4+vJk9Q6BBwTE4s9+w8iOioaZmamcKpXF1UqO6q9PyIiIqKirsgFwDeBgQCAcg4OmZbZWFvDyNBQuU5ujhw/gbPnL+CfP3+DmZmpWgHwydNn+OOv/6mUNWvaBD/PmgkrS8scn5ucnIzklBTl47i4eACATCaDTCb7WCqCWCyCTCYHIFeuKxKJIBKJ0q2nXnlJpmizop1yuVxleXblYrEYcrk8n+Xa7aeM5UVw8F1rsnoNgOLZTyXxvcc2sU1sU8luk7qKXACMjY0DAJiYGGe53NjYWLlOTt6/D8P/5i1Ex/bt0KZVS7X2PbB/H7R1bYPy5RygK9HFsxcvsHrtBly55oMp02dizfLF0NHRyfb56zZuxso16zOVv34bCiMjIwCAqbEhSllbIDwyGjFxCcp1LMxMYGVhipCwSCQkJivLbazMYWZihLch4UhJkSrL7UpZwchQX612FVcvA0MAAA52NpBIdJSPFSo62EIqTUVgcJiyTCQSoVI5OyQkJiP4fYSyXFdXgnL2pRATl4CwiGhluaGBHuxLWyMyOhZRHz79QNB2P716G5rhA2yv+QtTxJWkfiqJ7z22iW1im0p2m9QlkmeMm4Vs4lfT4HPDF3u2b8pyFLBLt16IT0jAuROHc9zO5K9n4FHAY2zftBYWFhYAgHdBQejWq3+208BkRSaTYdyXU3DT/zbm/j4bbV1bZ7tuViOAXbv3xuljB2FirAi02v01Mvo/tZpRLC3/suSOAI5dUHJHABX9plCc+6kkvvfYJraJbSrZbVJXkRsBVIz8ZTfKFxcXB1OznBPuoSPHcOWaD/787Wdl+NOUWCyGt2dX3PS/jdt37+UYAPX09KCnp5flNsRicYYyEYDMHZVxvdzKS7KMbc7ujZ1VeXYfhLyWa6ufhNR/2bW1OPdTSXzvsU1sE9tUMtukriIXABWjfm8CA1GzRnWVZWHh4YhPSECtWjVz3EbA4ycAgG9n/Zzl8ms+N+DcwhVVq1TGlvWrc62ThYU5ACAxISGXNYmIiIiKviIXABs2cMK6jZtx7bovOri3U1l2zedG2jr1nXLcRt06tZGQRViLT0jAydNnUbp0KTRr4gxbW1u16nTv/kMAaXMEEhERERV3RS4AOjdqiLJlyuD4yVPo26uHci7A2NhYrN2wGbq6uvDo3EG5flhYOGLjYmFjbQ0TExMAQAf3tujg3jbTtt8FBeHk6bNwrFQRs2Z+o7Ls6bPnqFihPCQS1Zfk9t172LB5KyQSCdzdXLXbWCIiIqJCUOQCoEQiwaxvp2PS1OkYO2Gyyq3ggoJDMHniOJSx/3QF5aJlK3D46HH8+N0MeHp01ni/m7Zux+Wr11C/Xl3Yli4NHYkEz1+8gM91X4hEInwzdTIcHMpqo4lEREREharIBUAAaNyoAVYtXYjlq9fi5OmzkEqlqFLZERPHjc1yZE8b2rRqidjYWDx++gw+N3yRkiKFtbUVOri3Rf8+vVA7l/MOiYiIiIqLIjcNTEkSGxcHtw4eOHvicLppYLSrJE8Ds/Krwq5BwWG/ERFRYRLO3BREREREBIABkIiIiEhwGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgGACJiIiIBIYBkIiIiEhgNA6AfQYOxZZtOxEVHa3N+hARERFRAdM4AAaHhGD+4qXo6t0b3/80Gzf8bmqzXkRERERUQCSaPvHYgT04duIU9h08jJOnz+LUmXMoY2+Hbp4e6NqlE2ysrbVZTyIiIiLSEo1HAI2MjNDD2wsbVi/HlvWr0at7N8TExGLJ8lXw7NEX02f+gMtXfSCXy7VZXyIiIiLKJ41HANOrUtkR06dOxuSJ43D67HkcOHQEFy5dxoVLl1GqlA26de2Cbp4eKF2qlDZ2R0RERET5oNWrgPX09NDMxRnNm7nA2soKcrkcoaHvsXLNenj3HoC5//sPiYmJ2twlEREREeWRVkYAAeCazw3sP3QYFy5dhlSaChtrK4wcNgQenTsi4PFjbN66A3v2HUBiYiJ++v5bbe2WiIiIiPIoXwEw9P17HDh0FAePHEVwcAgAwKVJY/To5olWLZpDR0cHAOBQtgzaubliyjczceHi5XxXmoiIiIg0p3EAnDL9W1z1uQGZTAYrK0sMGdgf3bt1RRl7+2yfU69OHVy56qPpLomIiIhICzQOgJev+qBxowbo0c0Lrq1bQiLJfVOtWjZDKRtOD0NERERUmDQOgLu3bUQ5B4c8PaeKoyOqODpquksiIiIi0gKNrwJeu2EzzudyPt/Fy1cwe85cTXdBRERERAVA4wB46MgxPH7yNMd1njx9hsNHj2u6CyIiIiIqAFqdBzCjpKRk5ZXARERERFQ05GsaGJFIlGW5XC5HSEgorl7z4UUfREREREVMngJgk5ZuKqFv5Zp1WLlmXbbry+VyDBnYX+PKEREREZH25SkANqhfDyKkBUD/23dgZ1sa9nZ2mdYT64hhbmaGxg0bwNurq3ZqSkRERERakacAuHzRfOW/m7R0Q9cunTF6xFCtV4qIiIiICo7G5wBev3RWm/UgIiIios+kQK8CJiIiIqKiR+0RwNlz5kIkEmH82FGwtrJSe4JnkUiEH2Z+o3EFiYiIiEi71A6Ah44cg0gkwpCB/WFtZYVDR46p9TwGQCIiIqKiRe0AuH/XVgBAKRsblcdEREREVLyoHQAzTveS1fQvRERERFT08SIQIiIiIoFRewQwODhE453Y2dlq/FwiIiIi0i61A6BXr37Z3vs3JyIRcO3CmTw/j4iIiIgKhtoBsEunDhoFQCIiIiIqWtQOgD/PmlmQ9SAiIiKiz4QXgRAREREJDAMgERERkcDwVnBEREREAsNbwREREREJDG8FR0RERCQwvBUcERERkcDwIhAiIiIigVF7BDA7Z89fxKEjxxDw5AliY+NgYmKMGtWqomuXTnBt3UobdSQiIiIiLdI4AEqlUvzwy284c+4C5HI5dHR0YG5uhvDwCFy4dAUXL19FW9fW+PWnWZBI8p0ziYiIiEhLNE5m6zZuwemz59Ggfj2MHzMKdevUhlgshkwmw52797BkxWqcOXcBVSpvwchhQ7RZZyIiIiLKB43PATx45CgqViiPxf/9D0716kIsTtuUWCxGfad6WDL/fyhfzgEHDh/VWmWJiIiIKP80DoDhYeFo1aJ5tod3JRIJWrVojvCwcI0rR0RERETap3EAtLUtjfiEhBzXSUhMhK2traa7ICIiIqICoHEA7ObpgVNnziIsmxG+0PfvcfL0GXh7emhcOSIiIiLSPrUvAgkODlF57N7WFbfv3MPA4aPQv08v1K9XF1ZWVoiIiID/7bvYtnMX6teri3Zt22i90kRERESkObUDoFevfhCJRJnK5XI5lq5YnWX5hUtXcOnKVVy7cCZ/tSQiIiIirVE7AHbp1CHLAEhERERExYvaAfDnWTMLsh5ERERE9JnwXsBEREREAsMASERERCQw+bpJb1xcPHbs3ovrvn4ICwtDckpKpnVEEGHfzi352Q0RERERaZHGATAyMgojv5iAwLfvYGxshLi4eJiYGCMlRYqkpCQAQCkb62zvFEJEREREhUPjQ8Ar1qxD4Nt3+PmHmThz7BAAoH+f3rh4+hjWrlyK2jVrwN7eDts3rdNWXYmIiIhICzQOgFeuXoNzo4bo0jHz9DC1a9bA/P/9haCgYKxcsz7flSQiIiIi7dE4AIaFh6N6taqfNiQWKw/9AoCZmSmaNXXBqTNn81dDIiIiItIqjQOgibEJpFKp8rGZqSlC379XWcfY2BjhEZGa146IiIiItE7jAFi2jD2CgoOVj6tXqwqfG76Iio4GACQmJeHS5Suwsy2d/1oSERERkdZofImuSxNnbN2+E4mJiTAwMED3bp74dtZPGDh0JOrWqY1HAU8QFByMcWNGarT9+w8fYcWqtbhz7x6k0lRUcayEAf36oH07N7Wef/mqDw4fPYbHT54iPCICKSlS2NmWhlO9uhgysD8qlC+X5fOu+lzH2g2bERDwGCKRCDWqV8OIYYPRpHEjjdpBREREVNRoPALY09sL382YhsTERABAW9fW+HLCF0hITMSZcxcQHhGBAX17Y/CAfnnetq+fP0Z9MRG379yFe1s39PD2QnhEBL778Rds2rpdrW1cuXoN9+4/QNUqVeDZpTP69OyOcuUccPjoMQwYOgI3/G5mes6R4yfw5dRv8PLlK3Tt0gkenTvi+YuXmPjVNJw+ey7P7SAiIiIqikRyuVyuzQ2mpqYiKjoaVpaWma4OVodUKkXvAUMQ+v491ixforzQJDY2FkNHjUNQcDB2b9sIezu7HLeTlJQEfX39TOXXff0wYfLXqFmjOjasXq4s//AhBt59+kNHRweb1q6Ebem0Q9choaEYNHw0AGDfjq0wNjZSuy2xcXFw6+CBsycOw8TYWO3n5cXo/wpks0XCyq8KuwYFh/1GRESFSeu3gtPR0YG1lZVG4Q9IG/0LfPsOHdu7q1xlbGJiguFDBiIlJQWHjhzPdTtZhT8AaNK4EcxMTRH49q1K+amz5xATE4s+PXsowx8A2JYujT49uyMqKhrnLlzUqE1ERERERUm+b9MRFhaOE6fOIODJE8TGxsHExBjVq1ZFB/e2sLGxzvP2/PxvAQCaNmmcaVlTF2cAwM1btzWu75179/EhJgb169VVKb+Z036bOGPF6nW4ees2PDp31HjfREREREVBvgLgjt17sWDxMqSkpCD9keSjx09iyYpVmDxxHHr38M7TNt8EBgIAyjk4ZFpmY20NI0ND5TrquOZzA3fu3UNycgreBAbi0pWrsLAwx5QvJ6is9/rNx/2Wy7xfRdmbNznvNzk5WeV+yHFx8QAAmUwGmUz2sVQEsVgEmUwO4NNrJhKJIBKJ0q2nXnlJpmizop0Zz1bIrlwsFkMul+ezXLv9lLG8AAbfi4ysXgOgePZTSXzvsU1sE9tUstukLo0D4IlTp/HPvAWwMDdHv6GDUN+pHqwsLRERGQn/W7exbedu5XJ1r9wFgNjYOACAiUnW58wZGxsr11HHtRs3sHnrDuXjcg5l8fsvP6Jmjeoq68XFfdxvFufqKcpi43Le77qNm7O888nrt6EwMko7d9DU2BClrC0QHhmNmLgE5ToWZiawsjBFSFgkEhKTleU2VuYwMzHC25BwpKR8mnfRrpQVjAyzPsxdUrwMDAEAONjZQCLRUT5WqOhgC6k0FYHBYcoykUiESuXskJCYjOD3EcpyXV0JytmXQkxcAsIiopXlhgZ6sC9tjcjoWER9iFWWa7ufXr0NzfABttf8hSniSlI/lcT3HtvENrFNJbtN6tL4IpBBw0cjNPQ9Nq9bhVKlbDItV1w8YWdri41rVqi93YlfTYPPDV/s2b4py1HALt16IT4hAedOHM5TfePj4/Hi5SusWrse13398MPMGejUwV25vGe/QXj9JhBXz5+CRKKai6VSKZq1cUfVKpWxZf3qbPeR1Qhg1+69cfrYwXTBUru/RkryxQTLvyy5I4BjF5TcEUBFvykU534qie89toltYptKdpvUpfEI4MuXr+DVtUuW4Q9Iu3iinZsrDh05lqftKkb+shvli4uLg6mZ+glXwcjICLVr1cTff/yGISPHYs5f/8DFuTEsLS0ApI0sAmmjfBbm5irPjc1hdDA9PT096OnpZSoXi8UQi8UZykQAMndUxvVyKy/JMrY5uzd2VuXZfRDyWq6tfhJS/2XX1uLcTyXxvcc2sU1sU8lsk7o0vxWcqQkMDQ1zXMfI0BCmJiZ52q5i1C+r8/zCwsMRn5CQ5ciguiQSCRo3bICEhEQ8eBSgLC+fw3l+b3I4P5CIiIiouNE4ALZu2QIXL19RuR9welKpFBcvX0GbVi3ytN2GDZwAANeu+2Zads3nRto69Z3yWFtV78PCAQASic6n/dbPYb/XtbNfIiIioqJA4wD45fixMDAwwKQp03H33n2VZXfu3cfEr6bByMgIE8eNydN2nRs1RNkyZXD85CkEPH6iLI+NjcXaDZuhq6sLj84dlOVhYeF4+eoVYmNjVbbz4OGjLLd/1ec6zl24CFNTE9SrU1tZ7t7WDSYmxtixew9CQkOV5SGhodixey8sLMzh2rpVntpCREREVBSpfQ5gt979M5VJU1IQ8PgJRo2bBB0dHViYmyMqOhqpqakAABtrKwwaPgb7dm5Rv0ISCWZ9Ox2Tpk7H2AmT0d69LYyMjHD23HkEBYdg8sRxKGP/6QrKRctW4PDR4/jxuxnw9OisLB866gtUdqyEKpUrw7Z0KSQkJODps+fwv30HEokEP8ycoXII28zMFNOnTsZPs+dg8PAxyiuXT54+i+joD5gz+6c83QWEiIiIqKhSOwDKZbJMJyFKJBLY2ZZWKSuVYfJnuTzj/Ge5a9yoAVYtXYjlq9fi5OmzkEqlqFLZERPHjUUH97ZqbWP82NHwu+kP/1u3EBkVDbFIBFtbW3Tv5on+fXqhUsUKmZ7TpWMHWJibY92GzTh45ChEEKFGjWoYMXQwXJwzTxBNREREVBxp/V7A9AnvBZw/Jfmesuw3IiIqTMKZm4KIiIiIAGjhXsBA2hW/r16/QVx8PIyNjFChfLlMkykTERERUdGQr5QW/eEDFi5ZjuMnTyM5+dOtVPT19dCxvTsmfDE606TKRERERFS4NA6A0R8+YMSY8XgT+BZmZqao71QXNtbWCI+IwMNHAdh/8DBu+t/GmhWLYW5mps06ExEREVE+aBwAV6/dgDeBbzF4QD+MGj5EZUqVxMRErFq7ARs2b8Wa9ZswZdJ4rVSWiIiIiPJP44tAzl+6jEYN6mPS+LGZbglnYGCAiePGoFGD+jh34WK+K0lERERE2qNxAAwLC0PddHfSyErdOrURFham6S6IiIiIqABoHABNjE0QFByc4zpBwcEwMTbRdBdEREREVAA0DoANGzjh9Nnz8Lnhm+Xy675+OH32PBo2qK/pLoiIiIioAGh8Ecio4UNx6co1fDn1GzRv5oKG9Z1gbWWF8IgI3PS/hSvXrsNAXx+jhg/RZn2JiIiIKJ80DoCVHSth4b9/4Zff/8TlK9dw+co1iEQiKO4s51C2DH76/ltUdqyktcoSERERUf7layLo+k71sGf7Zty+cxcBj58iLj4OxkbGqF6tCpzq1YVIJNJWPYmIiIhISzQOgLPnzEUVR0cM6Ncb9Z3qob5TPW3Wi4iIiIgKiMYXgRw/eQoRkZHarAsRERERfQYaB8CyZcoiLDxcm3UhIiIios9A4wDo1bUzLl+9htD377VZHyIiIiIqYBqfA9jWtTX8bvpj5NiJGDywH2rXrAErK0uIkPnCDzs723xVkoiIiIi0R+MA6N17gHLal//9tzDb9UQi4NqFM5ruhoiIiIi0TOMA2KVTB07zQkRERFQMaRwAf541U5v1ICIiIqLPROOLQIiIiIioeMrXnUAAIDk5GZev+iDg8RPExsXBxNgY1atVRYtmLtDT09NGHYmIiIhIi/IVAM9fvIw5f/2DqKho5T2AAUAkEsHS0gLffTMNrVs2z3cliYiIiEh7NA6A1339MOP7H6GjI4anR2c0cKoHKytLREREwv/WbRw9cRLffPcDFs77G86NGmqzzkRERESUDxoHwBWr18JAXx+rli9CFUdHlWUenTuib++eGPXFRKxYtZYBkIiIiKgI0fgikIDHT+Hezi1T+FOoWqUy3Nu54dHjJxpXjoiIiIi0T+MAaGCgD0sLixzXsbSwgIGBvqa7ICIiIqICoHEAbNK4Ea77+uW4znVfP7g4N9Z0F0RERERUADQOgJMnjkNkZCR++nUOgkNCVZYFh4Tix9m/Izo6GpMnjMt3JYmIiIhIezS+COSn2XNgamqKYydO4cSpM7CzLQ0rKytEREQgOCQUMpkMVSo74sfZv6s+USTC0gX/5rfeRERERKQhjQOgn/8t5b9TU1Px9l0Q3r4LUlnnydNnmZ7H+wcTERERFS7N5wG8dFab9SAiIiKiz4T3AiYiIiISGK0FwODgENy8dVtbmyMiIiKiAqK1AHjwyFGMmzRFW5sjIiIiogLCQ8BEREREAsMASERERCQwDIBEREREAqO1AGhsbAw729La2hwRERERFRCtBcABfXtj/65t2tocERERERUQHgImIiIiEhi17wSimOOvds0a0NfXz9Ocfw3rO+W9ZkRERERUINQOgF9M/AoikQg7Nq9HhfLllI/V4XPxjMYVJCIiIiLtUjsAjho+BCKRCBYW5iqPiYiIiKh4UTsAjhk5PMfHRERERFQ88CIQIiIiIoFRewQwo7i4eERGRcHOtjQkkk+bOXHqDC5cugJ9fT307uGNGtWraaWiRERERKQdGgfAhUuW4ejxkzh+aK8yAO7aux9//zsfcrkcQFoY3LhmOSpWqKCd2hIRERFRvml8CPjmrdto4twIBgYGyrL1G7egVCkbrFg8H3/8+hPkcjk2btmulYoSERERkXZoPAIYFh6OZi5NlI9fvHyFkNBQTBo/FvWd6gEATp89D/88zBdIRERERAVP4xHA5OQUSHQ/5ceb/rcgEonQtImzsqxsmTIIfR+WvxoSERERkVZpHABtS5fC06fPlY8vXbkKMzNTVK1SWVkW/eEDjAwN81dDIiIiItIqjQ8BN2vqgl179uK/RUugr6eHqz7X0aVTR5V1Xr9+Azvb0vmuJBERERFpj8YBcNjgAbh4+Qq2bNsJALCxtsbYUZ8mh46IjMTtu/fQp2f3/NeSiIiIiLRG4wBoY22N7ZvW4YavHwCgQX0nmBgbK5dHRUXjywlfoJmLc3abICIiIqJCoHEABAADfX20atE8y2WOlSrCsVLF/GyeiIiIiAoAbwVHREREJDD5GgFMTU3FqTPncN3XD+/DwpCSnJJ5JZEISxf8m5/dEBEREZEWaRwAExISMHHKdNy7/wByuRwikUh5CzgAyscikUgrFSUiIiIi7dD4EPDqdRtx9959jBk5DCeP7IdcLsfoEcNw9MBuzJn9E8qWsUc7N1dcPntCi9UlIiIiovzSOACePX8RdWrXwshhQ2BuZqYst7aygntbVyxdOA83fP14L2AiIiKiIkbjABgSEoK6tWt92pBYhJSUT+cA2pYujRbNm+Lw0WP5qyERERERaZXGAdDA0AAi8afz+0yMTRAWHq6yjrWVFYJDQjWvHRERERFpncYB0N7ODiHpwp2jYyX4+t1EcnIyAEAul+OG303YWFvnv5ZEREREpDUaB0DnRg3he9MfUqkUANC1c0cEh4RixNgJmL9oKUaNm4THT56irWtrrVWWiIiIiPJP42lgvL26wtzcDFFR0bCxsYZX1y4IePwEu/bux+MnTwEAbV1bY8zIYdqqKxERERFpgcYBsHw5BwwdNEClbPrUyRg1fCjevnsHOztbHv4lIiIiKoLydSeQrFhaWsDS0kLbmyUiIiIiLeG9gImIiIgERuMRwG69+6u1nggi7Nu5RdPdEBEREZGWaRwA5TJZlvf5jY2NQ0xsLADAxtoaurpaP8pMRERERPmgcTo7sDv7W7y9CwrCvAVLEBEZicX//aPpLoiIiIioABTIOYBl7O3xx68/ISYmBkuWryqIXRARERGRhgrsIhCJRIImzo1x6sy5gtoFEREREWmgQK8CTkxMxIcPHwpyF0RERESURwUWAP1v3cGJU6dRvny5gtoFEREREWlA44tAxk2akmV5amoqQt+HISg4GAAwavhQTXdBRERERAVA4wDo538ry3KRSARTUxO4NGmMgX37wKVJY013QUREREQFQOMAeP3SWW3Wg4iIiIg+k3zP0hwRGYn378Mgk8lQqpQNbKyttVEvIiIiIiogGgXA5ORkbNu5G/sOHMLbd0Eqy0xNTdClYwf069MTZezttVJJIiIiItKePF8FHBwSiqGjvsDiZSsR+PYdbKytULtmDdSuWQM21lb48CEG23buxpCRY+Fzw1f5vLCwcJw8zcPGRERERIUtTyOAUqkUX02bgecvXqJj+3YYOWwIKlYor7LOy1evsWb9Rhw7cQrTZ87Cto1rIUuVYeKU6fDo3FGrlSciIiKivMtTANyz7wCev3iJ0SOGYvSIYVmuU7FCecz+8XuUL1cOK1avxQ+//I6goGBERUejZo1q2qgzEREREeVDng4BnzpzDuUcyqo1t9/IYYNRzsEBd+/dR3JyMhb++xdaNm+mcUWJiIiISDvyFACfv3wJF+fGEIlEua4rEonQtEnaumtXLkGjhg00riQRERERaU+eAmBCQgJMTEzUXt/Y2Bg6Ojoo5+CQ54oRERERUcHIUwC0tLTEm8C3aq8f+PYtLC0t8lonIiIiIipAeQqAdWvXxtVrPggLD8913bDwcFy+cg3169XVuHJEREREpH15CoA9vb0Qn5CAb2b+gKioqGzXi4qOxjczf0BiUhJ6dPPMbx2JiIiISIvyNA1M40YN4O3VFfsOHELvgUPRo5snGjdqCNvSpQEAIaGhuOF7E/sOHEJUdDS6e3XV+OKP+w8fYcWqtbhz7x6k0lRUcayEAf36oH07N7WeHxj4FkeOn8CjgCd4FPAY78PCYG9niwO7t2f7HOcWrtku8+jcET/PmpnXZhAREREVOXm+FdyMr7+CsZERtu7YiXUbt2Ddxi0qy+VyOcRiEQb174sJX4zWqFK+fv6YNHU69PX00N69LYyMjHD23Hl89+MvCAkNxaD+fXPdhv/tO1i5Zj10dMSoWKECwiMi1Nq3vZ0tunbplKm8WtUqeW4HERERUVGU5wCoo6ODyRPHoXs3Txw6cgx3791XhitrKyvUq1sbHp07oXw5za78lUql+H3u3xCLRVi+eD6qV6sKABg9fAiGjhqHJctXoZ1bG9jb2eW4nQb1nbBm+WJUrVoFBvr6aOHWXq3929vbYczI4RrVnYiIiKg4yHMAVChfzgHjx47SZl0ApI3+Bb59B0+PzsrwBwAmJiYYPmQgfvn9Txw6chyjR+Q8GbVD2TJwKFtG6/UjIiIiKu40DoAFxc//FgCgaZPGmZY1dXEGANy8dbvA9h8TE4s9+w8iOioaZmamcKpXF1UqOxbY/oiIiIg+tyIXAN8EBgJAlpNH21hbw8jQULlOQXjy9Bn++Ot/KmXNmjbBz7NmwsrSMsfnJicnIzklRfk4Li4eACCTySCTyT6WiiAWiyCTyQHIleuKRCKIRKJ066lXXpIp2qxop1wuV1meXblYLIZcLs9nuXb7KWN5Hi/AL1ayeg2A4tlPJfG9xzaxTWxTyW6TuopcAIyNjQMAmJgYZ7nc2NhYuY62DezfB21d26B8OQfoSnTx7MULrF67AVeu+WDK9JlYs3wxdHR0sn3+uo2bsXLN+kzlr9+GwsjICABgamyIUtYWCI+MRkxcgnIdCzMTWFmYIiQsEgmJycpyGytzmJkY4W1IOFJSpMpyu1JWMDLU10azi6yXgSEAAAc7G0gkOsrHChUdbCGVpiIwOExZJhKJUKmcHRISkxH8/tOFP7q6EpSzL4WYuASERUQryw0N9GBf2hqR0bGI+hCrLNd2P716G5rhA2yv+QtTxJWkfiqJ7z22iW1im0p2m9QlkmeMm4Vs4lfT4HPDF3u2b8pyFLBLt16IT0jAuROH87TdFm7tYW1lleM0MFmRyWQY9+UU3PS/jbm/z0Zb19bZrpvVCGDX7r1x+thBmBgrAq12f42M/i9PzSlWln9ZckcAxy4ouSOAin5TKM79VBLfe2wT28Q2lew2qavIjQAqRv6yG+WLi4uDqZn6CTe/xGIxvD274qb/bdy+ey/HAKinpwc9Pb0styEWizOUiQBk7qiM6+VWXpJlbHN2b+ysyrP7IOS1XFv9JKT+y66txbmfSuJ7j21im9imktkmdRW5v0qKUb+szvMLCw9HfEJCliODBcnCwhwAkJiQkMuaREREREVfkQuADRs4AQCuXffNtOyaz420deo7fdY63bv/EEDaHIFERERExV2RC4DOjRqibJkyOH7yFAIeP1GWx8bGYu2GzdDV1YVH5w7K8rCwcLx89QqxsbFZbU5tT589h1QqzVR+++49bNi8FRKJBO5urvnaBxEREVFRUOTOAZRIJJj17XRMmjodYydMVrkVXFBwCCZPHIcy9p+uoFy0bAUOHz2OH7+bAU+PzsryqKgo/LdoqfKxVJqKqOho/PzbH8qyryaOg4WFBQBg09btuHz1GurXqwvb0qWhI5Hg+YsX8LnuC5FIhG+mToaDQ9mCfwGIiIiICliRC4AA0LhRA6xauhDLV6/FydNnIZVKUaWyIyaOG4sO7m3V2kZ8QgIOHz2uUpaQkKhSNmbkMGUAbNOqJWJjY/H46TP43PBFSooU1tZW6ODeFv379ELtWjW11j4iIiKiwlTkpoEpSWLj4uDWwQNnTxxONw2MdpXkaWBWflXYNSg47DciIipMRe4cQCIiIiIqWAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERERALDAEhEREQkMAyARERFyI7de+HVsy9auLXHsNHjcP/Bw8KuEqmB/VY8CbnfGACJiIqIE6fO4L+FSzBqxDBsXLMSVatUxqSp0xERGVnYVaMcsN+KJ6H3GwMgEVERsWX7Tnh7esDLozMcK1XEzOlTYaBvgAOHjhR21SgH7LfiSej9xgBIRFQEpKSk4FFAAJo4N1KWicViNGncCHfvPSjEmlFO2G/FE/uNAZCIqEiIiopGaqoMVlZWKuVWVpYIj4gopFpRbthvxRP7jQGQiIiISHAYAImIigALC3Po6IgRkWH0ISIiEtYZRimo6GC/FU/styIcAO8/fITJX8+AW0cPtGrXCcNHj8PJ02fztI3k5GSsXLMePfoORAu39ujs1RO/z/0nxyt8jh4/iaGjvkCrdp3QtlNXTJn+LR4FPM5vc4iIcqSrq4sa1avjhu9NZZlMJsMNPz/UrVOrEGtGOWG/FU/styIaAH39/DHqi4m4fecu3Nu6oYe3F8IjIvDdj79g09btam1DJpPh62+/x4rVa2Fhbo5+fXqhbp3a2H/wMEaMmYDIyKhMz1mzfiN+nP07IiMj0cPbC+3cXOF/6w5GfjEBt+/c1W4jiYgyGNC3N/YdPIRDR47hxctX+POfeUhITISnR+fCrhrlgP1WPAm93ySFXYGMpFIpfp/7N8RiEZYvno/q1aoCAEYPH4Kho8ZhyfJVaOfWBvZ2djlu59DR47jmcwMd27fDrz/NgkgkAgDs3rsff/4zD0tXrsZ333ytXP/1m0CsWL0O5cuVw/pVS2FiYgIA6NW9G0aMHY/f5/6DbRvXQiwukpmZiEqADu5tERUVheWr1iI8IgLVqlbBgv/9JZhDUsUV+614Enq/FbkA6Ovnj8C37+Dp0VkZ/gDAxMQEw4cMxC+//4lDR45j9IihOW5n34FDAIAJX4xWhj8A6OHthY1btuPYiZOYOnkiDPT1AQAHDx9FamoqRgwdpAx/AFC9WlV0cG+HQ0eO4dadu2hY30mbzSUiUtGnVw/06dWjsKtBecR+K56E3G9FbjjLz/8WAKBpk8aZljV1cQYA3Lx1O8dtJCUl4f6Dh6hQvlymkUKRSAQX50ZISEjEw4cBmfbrksV+myn265/zfomIiIiKgyI3AvgmMBAAUM7BIdMyG2trGBkaKtfJTuDbd5DJZChXLvM2ACjL3wQGokH9esp/GxkawsbaOvP6Dp/Wz0lycjKSU1KUj2Nj4wAAMTGxkMlkH0tFEItFkMnkAOTKdUUiEUQiUbr11CtPTUGJ9SEmrc2KEVy5XK6yPLtysVgMuVyez3Lt9lPG8tSUIvfbS2sU/aZQnPupJL732Ca2iW0q2W0CAGMjI5Wjn1kpcgFQEZpMTIyzXG5sbKxcJ9ttxH3chnH220i/L8W/rSwt1F4/K+s2bsbKNeszlXv17Jvj8yhr7fYVdg1IE+w3IqLCdfbE4WwzkEKRC4DF2bDBAzGgXx/lY5lMhg8fPsDc3DzXJF4cxMXFo2v33ji0dyeMjY0KuzqkBvZZ8cR+K37YZ8VTSe03Y6Pc21LkAqBi5C+70ba4uDiYmpnmvA3FiF1c9ttIvy/Fv3PaZ8b1s6Knpwc9PT2VMjPTnOtaHBkbG+X6y4KKFvZZ8cR+K37YZ8WTEPutyJ2IlNP5dmHh4YhPSMjy/MD0ypYtA7FYjDdvsj5nT1GefjvlHBwQn5CAsPDwzOvncF4iERERUXFT5AJgwwZp06xcu+6badk1nxtp6+QyFYuBvj5q16yBV6/fICg4WGWZXC6Hzw0/GBoaoGbN6p/2+3GbPlns96pivw04BQwREREVf0UuADo3aoiyZcrg+MlTCHj8RFkeGxuLtRs2Q1dXFx6dOyjLw8LC8fLVK8TGxqpsx7ubJwBg8bKVKlfP7Nl3AG/fvUOnDu2VcwACgKdHZ+jo6GDN+k0q2wp4/AQnTp1GpYoVUL9eXa23tzjR09XF6BFDoaerW9hVITWxz4on9lvxwz4rnoTcbyJ5xmuOiwBfP39Mmjod+np6aO/eFkZGRjh77jyCgkMweeI4DOr/6aran3/7A4ePHseP381QuX2LTCbD5GkzcM3nBurWroUGDZwQGPgWZ89fhL29HdatWArLDFf9rlm/EUtXrIa9nS3cXNsgPj4eJ0+dQYo0BUvm/wsngQdAIiIiKhmKZAAEgPsPHmL56rW4c/c+pFIpqlR2xIC+vdHBva3KetkFQCBtXr71m7bgyLETCAl9DzMzU7Rs3gzjxozM9lYvR4+fxNYdu/D8xUvo6krgVLcuvhg9AjWqVyuwthIRERF9TkU2ABIRERFRwShy5wASERERUcFiACQiIiISGAZAIiIiIoFhACQiIiISGAZAIiIiIoFhACQq4Xihf/HDPiue2G/Fj5D7jNPAUK7kcjlEIlGW5QCyXEZFl0wmAwCIxfz9V1ywz4on9lvxI6Q+kxR2Bahok0qlkEgkCHz7DkZGhjA0MMCHmBiYm5nBwMBAuZ5MJhPEB6Y4kEqlSE5OhkQiwZNnz2FlaYGkpCRIpamws7OFibGxcl2ZTAaRSMQQX8jYZ8UT+634YZ99wgBI2Vq/aQt8/fzx9t07pKRIERMbC2NjI5S2sYGZmRmqVqmMJs6N0LC+EyQSvpWKiiXLV+HKNR+8fx+GFGkKkpKSYWJsDEMjQxgZGqJ6tapwa90KrVu1YL8VEeyz4on9Vvywzz7hIWDKUnJyMkaMnQBTU1NUrlQRH2JiIJfLkZSUjOCQEAQ8fqI8BOzcqCG6dOqAli2awdzMDKmpqdDR0SnkFgiTVCrFV9O+ha1taVSqWAEREZGQSCRITEzE8xcvcfPWbUilUgCAQ9ky8Pbqig7u7WBnWzrbQ/1UsNhnxRP7rfhhn6liAKQsyWQypKSkQF9fX1kml8sRExMLPT1dRERG4obvTew7cAj3Hz6CoYEBunt7YsyIYTAyMirEmlNWFKE8KSkJV32u49CRY7hw6QoAoK1ra4wfOxrlyzkUci0pPfZZ8cR+K36E2mcMgJQtxS8euVwOuVye7Tl+/rfuYMv2Hbhw6QoqViiPb77+Co0a1C+Rv5iKA8XrnvFk5owjs8HBIVi7YROOnjgJE2MTTPtqEtxcWwPghT2fG/useGK/FT/ss08YAElj6T8wwSGhOHz0GDZs2goHh7L4/ZcfUbFC+UKuIWUlNTUVIpEIYrEYiUlJOHPuPJavWouU5BT8+tP3aNSwQWFXkTJgnxVP7LfiR0h9xgBIWnXN5wb+/Gce9PX18Odvv6BSxQqFXSVSw8NHAfjzn3kICQ3Fbz/9gMaNSs6XXEnFPiue2G/FT0ntM87bQVqh+B3R1MUZP8ycjrCwcBw+elzQk2wWB4r+qVmjOmb/+D2MjYxx7uIl5eERKnrYZ8UT+634Kel9xhFAyreszhF8+eoVXr0ORJtWLQqxZpRX4RERePrsOVycGxd2VUhN7LPiif1W/JS0PmMAJK1RBEEg7cTalJQU6OrqFnKtKDcZ+43T+BR97LPiif1W/JTkPuMhYNJIamoqAODV6zdYtnINQt+/V544qxgJZPgrehT99vLVK/w+9x/cf/goU7+VlC+3koJ9Vjyx34ofofUZAyBlSy6Xq5zrkH6wWPFhWLV2Pdas34hBw0bjyjWfz15HyhtFv+3YtRf7Dx7G2PFfYs++A4VcKwKQ7XlF7LOiSy6XK0NDRuy3oiW7fkpPaH3GAEgqFCFPcQ9EsVisLEs/95Hi33179UCXjh2QkJiIOX/9DxcvX/n8lSa1KfqtezdPDOrfF/r6+liwZDkOHj4KALxo5zPKGPiym2eTfVY0JSYlQSQSZTsixH4rWhT9JJPJsv2xpegTofQZzwEkFTKZDKfOnMPde/cRHBICx0oVUbZsWTiULYPyDg6wsbHO8nn37j/A4uWrkJCQgFVLF5b4eygWNennrsqL8IgIzF+0FPcfPMK2jWt42P4zu3LNBy9fvUZycjIaONVD3Tq1lT+6sptsln1WuGJjY7F520743PCFubkZenp7oUWzpgByniCY/VY4ZDIZlixfBefGDdHAqR709PRUlsnl8mxDfEnvMwZAUv6xefr8OVatWY8z5y5AIpFAKpVCR0cHMpkM1lZWqFunFlq3bAGXJo1hY50WBBXriEQiPAp4jGfPX8Cjc8dCbpEwpL9TS/o/POqEQcXhEB0dHQQFB+PFy1do3tSlwOssdIq+ehcUhB2792LLtp3KZaVsrDFy+FD06OaZ5XMV9yiVSCTss89M+R357DkWLFmGaz43oK+vj6SkJJiYGGPpgnmoXq0qkpKSAKTdS93AwAC6urpISUmBWCzmZ+0zk8lkEIvFOHHqNGb9/BvsbEujfLlycGnSGE2bOKNqlcoq6+/csw/OjRqgYoUKkEqlyvP+SnKfMQCS8oMy4/sfcd3XDz29u8HTozPi4uIQFByMwLfvcOv2Hdy5ex8JiYlo0rgRxo0ZierVqhZ21QVNcTXaD7/8Bn09PXTv5onatWpmWkcsFpeYWxcVd4rP2l//+w979h9A44YN0byZC1JSUrBrz35ERUfjp++/hXtb18KuKqWj6Ldffv8TFy5exohhg9GtaxdcueaDH2fPQa8e3ujRzRNLV6yG782bqFqlCtzd2qBPrx6FXXXB+/6n2Th5+izs7e0QFBQMALC2skJ9p7pwcW6MNq1aIjklGZ49+mLE0MEYO2o4gJJzu7ecMAASACAiMhJduvXCwH59MGn8WJVlUqkUEZGRePzkKc6dv4gDh4/C0MAAv8/+ES2bN1Oup/iSpM8nMjIKHT27Kx/XrFEd7m6ucG3TEuUcPt28XCaTITU1Fbq6ungXFITTZ8/DxbkxqlWtwns2f2YRkZHo2r0PWjZvhr/mzFaWnzl3AT/9OgcVK5THkvn/g6mpqfIzFf3hA+7df4g6tWvCzNQUgDD+QBUlEZGR8OzRB96eXfH1V5OU33XjJk3Bu6AgmJqaIiIiEmXL2CMkNBTBIaHo2qUTvp02RXnYkZ+1z+9dUBC+nvE9mjd1QedO7XHi5BmcOnMWgW/fAQAqVqgAXV0Jnj1/jh9mzsh0BKsk9xn/WgucIv/73bwFAKhS2RFA2siRYplEIkHpUqXQsnkzTBw/Ft9OmwJdXV38t3AJ3r8PU26L4e/zUfTNVZ/rANLuwFKtahU8fBSAhUuXo++g4Zj89QwcOnIMUdHREIvFyvNXrl33xcIly3H5Kq/a/pwUJ54fP3kahgYG8OraGcCnvmzr2hoTvhiNgMdPcNXnhspzHzx8hOkzZ+HIsRMQiUQl9g9SUaTotxOnzkBPTw8uTZyV33WJiYkwNDRESOh7dHBviyP7d2He339g5jdfo7JjJRw6cgzPnr9Qbov99nnJZDKUsbeHV9cu2LpjFx4/eYrxY0dhy4Y1WPjv3/D06IyoqCg8efoMALBl+06sXLMOV32uK/u9JPcZz9QXOMWb28jQELq6uggOCQXw6SpgxXLFryALc3P08PZCckoK/p2/CM+ev0CpUjaFVn+hUvTL6zeBAIDJE8ahsmMlPH7yFEeOn8DJU2dw1ec6rvpch7m5GZo3dUGnDu6oX68uAgIeQyQSobuXR2E2QXAUoeH+g4coXboUKpQvp1ymGOlzb+uKHbv2YN3GzXBr0wq6urpITU3Fnbv3IZVK0am9O4CSPSpR1Cj6ze+mPyqWLw/HShWVy169foPnL16iRbOmGDKwPwDAxMQEzVyaIDk5BdNnzsLbd0GoWaN6YVRd8BR9179PLwQEPME/8xagQrlyqF2rJlyaNIZLk8a4ePkKvp7xPcqWKYuXr15h5Zpn0NWV4MSh/TA2NirkFhQsDtkQAKBundowNTHB7n378ez5C+jq6io/POkvmVeciF6jWlUYGxvh7v37hVJfApKSkhAbGwsAMDZK+6KqVrUKvpo4Hof37cLi+f9Dx/btkJiYhKPHT2Ly1zPQb8gI7D90GA2c6sHCwkIZ9OnzSExMhFQqRXJyivIQffoLdmysrdHD2wtPnz3H2fMXAaQdwrpyzQf16taGpSX7rDDExsYiMSkJqTIZHMqWUZa/fhOId0FB6NndC0Dad6XiO1JXVwI9XV28ffeuUOpMqmZ+MxVl7O2xau16JCYmKkfeT505BxMTY3w342sc2rMTX4wege5enjA2NlJr7sDijAFQ4ORyOaRSKczMTDF54jjEfIjB8DHjsGL1Wrx4+QoAVC4iUPw/OCQUiYlJyl/DJf2DUtQopi5o1bI5JnwxGkYfA2BqaqryD5Bzo4b49adZOH30AH754Tu4ODdGSEgIZDI5evXwVm6HPg+5XA58vGr7Q8wHxMXFZ/n6e3p0hpmZKXbu3guZTIYnT57h4aMA9Ojm9Wk79Nk1cKqHdm5tAHw6RcbOtjSGDR6ovEJULBYrp8AKCgqGNDVV+R2Z3dxzpH3pb98GpPWXvr4+JnwxGrfv3sPSlWuUf8vOnLsAp3p1UbVyZVhaWmDE0MGYNuVLACX/tCZeBEJKiUlJ2L13PxYtXYHU1FRUqlgBzo0boaFTPdSqWQN2draQy+V4/OQpfv/zbwSHhOLYwT0l/kNS1MXHx8PAwCBTP6Sf6kVhwuSvcfvOXVw4fYz9VkgSEhJw685d1KxRHRbm5lmus3b9JixduRp///EbbvjdxJ59B3DpzHH2WSGSy+VISEhQ/thSUFyNn/6wfHx8PP5dsBgnTp3GuRNH2G9FyMo167FyzTosnPc3PnyIwfc/zcZXk8ZjQN/ehV21z47nAAqY301/hLx/jy4dO0Aul8NAXx8D+/VBOzdXbNq6HWfOnseOXXuwZ98BmJqaoJSNDfT19REQ8BimpqYYNXxIibs5dnGQvt8AZPqDpKDoE6lUColEAp/rvnj89Clc27Riv31m6fvM0NAQzVya5Lh+xw7tsGHLVixauhxJSUlo2bwZ+6wQpO83kUiU6bOWfhJhkUik7B//23dx1ec62rq2Yb99Zhm/HzMaPWIoHjx8iGUrViMuPh72drZo4FQPgPBmshBOSymTYydPY9mK1Xj+4qXyl2tqairsbEtj6pcTsHThPMya+Q3c2rSCSCTC23fvEBsbi7p16+C3n2eh+8cJa4X0gSkK0vebOhSHpB48fITo6A/w7NK5AGtHWclrn5Wxt4dH50549foNgkNC0bc355MrDLn1W8ZzMXV0dJCYmIiNm7dCIpGg78d5AHnO5ueTU58pDsNPnjgecfHxeBcUjLp16qCyYyUAwvtbxkPAAvb2XRBmfP8j4uPjMeXLCWjVojkAZPtr9U1gIAwNDZV3AaHCkV2/ZbxyO6PIyChcu34DnTu2/5zVJWjWZ89fvES/wcOhqyvB5bMnP3eVCZr12+Ur1zBt5iyMGj4EI4cN+dxVFjx1+8zP/xZu+t9GrZo10KKZiyCvrGcAFLgbfjfx4y+/Qw45xo0eCY/OHVXu4yuXy5Gamprp3r5C/LAUJer0G8CRh6JEkz57/SYQERERqO9UT3konz4vTfot7UrvZBgZGfG7shDk1mfpCflzxQBIeBMYiNm/z8Xtu/fQpHEjeHt1RX2nuiojfRmDIM9pKXzq9Bug2lfst8Klbp+l/6OkOC+JQaLw5KXfRCKR8h7qQjukWJTw+zF3DIACp/iSCnj8BGs3bMKZcxdgZGQEF+dGaNSwAapUdkTFCuVhZWkJQPUDkpiYCAMDg8KsvmCx34qfvPZZ+hDIPis8/KwVP+wz9TAAkoor13ywd/8h3PD1Q0JiIqwsLWFlZQkzMzNUq1IZurq6iIiMREJCAszNzTGof1+ViVGpcLDfih/2WfHEfit+2GdZYwCkTOLj4xHw+Clu372LW7fv4uGjACQlJUFfXx8JiQmwsbaGhbk52rRuiYH9+gj2/Imihv1W/LDPiif2W/HDPsuMAZCylf6co5evXkFHRwelS5VC9IcPKF2qVCHXjrLDfit+2GfFE/ut+GGffcIASBrhCc7FE/ut+GGfFU/st+JHaH3GAEhEREQkMMKJukREREQEgAGQiIiISHAYAImIiIgEhgGQiIiISGAYAImIiIgEhgGQiIiISGAYAImIiIgEhgGQiIiISGAYAImIiIgE5v8HTtkKW4zQqwAAAABJRU5ErkJggg==", "text/plain": [ - "
" + "
" ] }, "execution_count": 22, @@ -635,7 +667,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.11.7" } }, "nbformat": 4, diff --git a/examples/c3_qiskit.ipynb b/examples/c3_qiskit.ipynb index f3c293c2..0fe0585c 100644 --- a/examples/c3_qiskit.ipynb +++ b/examples/c3_qiskit.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 2, "metadata": { "tags": [] }, @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 3, "metadata": { "tags": [] }, @@ -59,10 +59,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 12, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -75,7 +75,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 4, "metadata": { "tags": [] }, @@ -101,7 +101,7 @@ " " ] }, - "execution_count": 13, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -119,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 5, "metadata": { "tags": [] }, @@ -131,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 6, "metadata": { "tags": [] }, @@ -167,11 +167,24 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 7, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "Initial state not specified. Using ground state as the initial state.\n", + "You can use model.set_init_state() method to set the initial state.\n" + ] + } + ], "source": [ "c3_backend.set_device_config(\"qiskit.cfg\")\n", "c3_job = c3_backend.run(qc)\n", @@ -180,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 8, "metadata": { "tags": [] }, @@ -189,14 +202,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'0': 0.2501927838288742,\n", - " '1': 1.3433540939166752e-47,\n", - " '10': 0.2749604122313709,\n", - " '100': 0.2511657399090722,\n", - " '101': 3.285567472819051e-34,\n", - " '11': 8.48789239568126e-33,\n", - " '110': 0.2236810640306745,\n", - " '111': 4.031589164760562e-51}\n" + "{'0': 0.250192783828882,\n", + " '1': 1.623344845161059e-29,\n", + " '10': 0.2749604122313725,\n", + " '100': 0.25116573990906976,\n", + " '101': 7.0564445216982705e-34,\n", + " '11': 1.1874288398718532e-33,\n", + " '110': 0.22368106403067817,\n", + " '111': 5.059873963096079e-35}\n" ] } ], @@ -207,19 +220,19 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 9, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": 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", 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", 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" + "
" ] }, - "execution_count": 18, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -253,17 +266,17 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, - "execution_count": 19, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -294,7 +307,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.11.7" } }, "nbformat": 4, diff --git a/examples/two_qubit_entangling_gate.ipynb b/examples/two_qubit_entangling_gate.ipynb index 996ab974..2f1ae6bf 100644 --- a/examples/two_qubit_entangling_gate.ipynb +++ b/examples/two_qubit_entangling_gate.ipynb @@ -712,9 +712,21 @@ "execution_count": 20, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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", 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", 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", 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" ] @@ -915,18 +927,24 @@ "name": "stdout", "output_type": "stream", "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", "Initial state not specified. Using ground state as the initial state.\n", "You can use model.set_init_state() method to set the initial state.\n", "Result from unoptimized gates:\n", - "{'(0, 0)': 0.07007758389634004,\n", - " '(0, 1)': 0.18932191689037392,\n", - " '(0, 2)': 1.4780353876119443e-05,\n", - " '(1, 0)': 0.37563257275091777,\n", - " '(1, 1)': 0.36365218004523736,\n", - " '(1, 2)': 4.98764686152771e-06,\n", - " '(2, 0)': 0.0010749838407441766,\n", - " '(2, 1)': 0.00022096533218863963,\n", - " '(2, 2)': 2.9243270773363447e-08}\n" + "{'(0, 0)': 0.0700775838963505,\n", + " '(0, 1)': 0.18932191689036362,\n", + " '(0, 2)': 1.4780353876112832e-05,\n", + " '(1, 0)': 0.37563257275096773,\n", + " '(1, 1)': 0.3636521800451897,\n", + " '(1, 2)': 4.987646861528584e-06,\n", + " '(2, 0)': 0.0010749838407449162,\n", + " '(2, 1)': 0.00022096533218875716,\n", + " '(2, 2)': 2.9243270773384064e-08}\n" ] } ], @@ -945,7 +963,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1066,49 +1084,43 @@ "name": "stdout", "output_type": "stream", "text": [ - "C3:STATUS:Saving as: /var/folders/13/ryq3f6n9279chp5c9f7sb5s80000gn/T/tmp1yu52t2c/c3logs/cnot12/2022_08_30_T_15_48_45/open_loop.c3log\n", - "(7_w,15)-aCMA-ES (mu_w=4.5,w_1=34%) in dimension 10 (seed=1032808, Tue Aug 30 15:48:45 2022)\n" + "C3:STATUS:Saving as: /var/folders/z_/6s4ntyps5lsb232v7f82201r0000gn/T/tmp7yvsxhmv/c3logs/cnot12/2024_03_05_T_11_37_04/open_loop.c3log\n", + "(5_w,10)-aCMA-ES (mu_w=3.2,w_1=45%) in dimension 10 (seed=771242, Tue Mar 5 11:37:04 2024)\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "Iterat #Fevals function value axis ratio sigma min&max std t[m:s]\n", + " 1 10 4.206758920862830e-01 1.0e+00 2.30e-01 2e-01 2e-01 0:08.6\n", + " 2 20 7.085068561063442e-01 1.2e+00 2.22e-01 2e-01 2e-01 0:09.8\n", + " 3 30 6.214612147122676e-01 1.2e+00 2.12e-01 2e-01 2e-01 0:10.9\n", + " 6 60 7.578606611521279e-01 1.3e+00 1.97e-01 2e-01 2e-01 0:14.7\n", + "termination on maxfevals=50\n", + "final/bestever f-value = 7.578607e-01 4.206759e-01 after 60/8 evaluations\n", + "incumbent solution: [-0.34339457 0.30715998 -0.24702615 0.27516563 0.18170287 -1.17106595\n", + " 0.84401839 -0.54838135 ...]\n", + "std deviations: [0.18386301 0.1849312 0.19505171 0.19845965 0.18284475 0.19206423\n", + " 0.19967348 0.18218305 ...]\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "2022-08-30 15:48:48.336436: W tensorflow/core/platform/profile_utils/cpu_utils.cc:128] Failed to get CPU frequency: 0 Hz\n" + " This problem is unconstrained.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Iterat #Fevals function value axis ratio sigma min&max std t[m:s]\n", - " 1 15 3.946493280132269e-01 1.0e+00 2.49e-01 2e-01 3e-01 0:03.4\n", - " 2 30 6.611342656560064e-01 1.2e+00 2.35e-01 2e-01 2e-01 0:04.0\n", - " 3 45 7.045065506725673e-01 1.3e+00 2.16e-01 2e-01 2e-01 0:04.7\n", - " 8 120 5.108037765288014e-01 1.7e+00 2.18e-01 2e-01 2e-01 0:08.0\n", - " 14 210 1.370751854049885e-01 2.1e+00 1.59e-01 1e-01 2e-01 0:12.1\n", - " 22 330 6.334008308980010e-02 3.1e+00 1.07e-01 7e-02 1e-01 0:17.5\n", - " 31 465 3.043918660535172e-02 4.7e+00 7.55e-02 4e-02 1e-01 0:24.2\n", - " 40 600 1.779741795363798e-02 5.5e+00 6.03e-02 2e-02 9e-02 0:31.8\n", - " 52 780 1.355044279082640e-02 9.6e+00 5.87e-02 2e-02 1e-01 0:40.1\n", - " 66 990 7.918952469183838e-03 1.5e+01 3.40e-02 8e-03 7e-02 0:49.7\n", - " 81 1215 5.396935257488078e-03 2.5e+01 3.86e-02 6e-03 9e-02 1:00.3\n", - " 97 1455 4.886533469408927e-03 3.4e+01 1.36e-02 2e-03 3e-02 1:11.6\n", - " 100 1500 4.821291107448111e-03 3.5e+01 1.39e-02 2e-03 3e-02 1:13.8\n", - " 118 1770 4.510508925774648e-03 9.9e+01 3.84e-02 3e-03 1e-01 1:27.0\n", - " 137 2055 4.316642774862656e-03 9.4e+01 1.64e-02 1e-03 4e-02 1:41.5\n", - " 155 2325 4.246921086021205e-03 1.0e+02 1.12e-02 7e-04 2e-02 1:56.8\n", - " 169 2535 4.157837394042074e-03 1.3e+02 3.90e-02 2e-03 8e-02 2:13.3\n", - " 179 2685 4.062696549598455e-03 2.1e+02 3.77e-02 2e-03 1e-01 2:30.6\n", - " 189 2835 4.009492166882844e-03 1.9e+02 2.69e-02 1e-03 6e-02 2:49.3\n", - " 200 3000 3.992084476519331e-03 1.4e+02 1.84e-02 6e-04 3e-02 3:07.2\n", - " 203 3045 3.990827685644738e-03 1.4e+02 1.33e-02 4e-04 2e-02 3:11.7\n", - "termination on tolfun=0.0001\n", - "final/bestever f-value = 3.990828e-03 3.988018e-03\n", - "incumbent solution: [ 0.51523064 0.98047977 -0.71134385 -0.13283853 -0.6615916 -0.89409322\n", - " 2.2012431 -0.7722151 ...]\n", - "std deviations: [0.00140563 0.01346235 0.00196054 0.01156252 0.0018333 0.00043471\n", - " 0.02274043 0.00217716 ...]\n", "RUNNING THE L-BFGS-B CODE\n", "\n", " * * *\n", @@ -1118,42 +1130,95 @@ "\n", "At X0 0 variables are exactly at the bounds\n", "\n", - "At iterate 0 f= 3.98802D-03 |proj g|= 7.29130D-03\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " This problem is unconstrained.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "At iterate 0 f= 4.20676D-01 |proj g|= 1.24666D+00\n", + "\n", + "At iterate 1 f= 4.02573D-01 |proj g|= 1.65183D+00\n", + "\n", + "At iterate 2 f= 2.20273D-01 |proj g|= 5.00154D-01\n", + "\n", + "At iterate 3 f= 2.00574D-01 |proj g|= 4.14731D-01\n", + "\n", + "At iterate 4 f= 1.79029D-01 |proj g|= 3.16768D-01\n", + "\n", + "At iterate 5 f= 1.34959D-01 |proj g|= 4.35681D-01\n", + "\n", + "At iterate 6 f= 1.17526D-01 |proj g|= 3.36762D-01\n", + "\n", + "At iterate 7 f= 1.02447D-01 |proj g|= 3.83098D-01\n", + "\n", + "At iterate 8 f= 8.01828D-02 |proj g|= 4.41954D-01\n", + "\n", + "At iterate 9 f= 4.86901D-02 |proj g|= 6.60524D-01\n", + "\n", + "At iterate 10 f= 2.58281D-02 |proj g|= 3.50250D-01\n", + "\n", + "At iterate 11 f= 1.39382D-02 |proj g|= 3.73605D-01\n", + "\n", + "At iterate 12 f= 8.75415D-03 |proj g|= 9.67873D-02\n", + "\n", + "At iterate 13 f= 7.90070D-03 |proj g|= 2.74514D-02\n", + "\n", + "At iterate 14 f= 7.85706D-03 |proj g|= 7.92219D-03\n", + "\n", + "At iterate 15 f= 7.83798D-03 |proj g|= 8.15814D-03\n", + "\n", + "At iterate 16 f= 7.76526D-03 |proj g|= 1.71994D-02\n", + "\n", + "At iterate 17 f= 7.48750D-03 |proj g|= 4.84265D-02\n", "\n", - "At iterate 1 f= 3.98628D-03 |proj g|= 1.00262D-03\n", + "At iterate 18 f= 7.25157D-03 |proj g|= 8.02585D-02\n", "\n", - "At iterate 2 f= 3.98622D-03 |proj g|= 5.47438D-04\n", + "At iterate 19 f= 6.76573D-03 |proj g|= 9.03237D-02\n", "\n", - "At iterate 3 f= 3.98619D-03 |proj g|= 5.16104D-04\n", + "At iterate 20 f= 6.19565D-03 |proj g|= 2.01106D-02\n", "\n", - "At iterate 4 f= 3.98612D-03 |proj g|= 4.36483D-04\n", + "At iterate 21 f= 5.93116D-03 |proj g|= 6.50625D-02\n", "\n", - "At iterate 5 f= 3.98608D-03 |proj g|= 3.13000D-04\n", + "At iterate 22 f= 5.62319D-03 |proj g|= 9.14611D-02\n", "\n", - "At iterate 6 f= 3.98596D-03 |proj g|= 6.40404D-04\n", + "At iterate 23 f= 5.25177D-03 |proj g|= 2.52526D-02\n", "\n", - "At iterate 7 f= 3.98579D-03 |proj g|= 1.34995D-03\n", + "At iterate 24 f= 5.09901D-03 |proj g|= 2.64860D-02\n", "\n", - "At iterate 8 f= 3.98535D-03 |proj g|= 2.34862D-03\n", + "At iterate 25 f= 5.00831D-03 |proj g|= 7.16215D-02\n", "\n", - "At iterate 9 f= 3.98469D-03 |proj g|= 2.88149D-03\n", + "At iterate 26 f= 4.91607D-03 |proj g|= 1.45029D-02\n", "\n", - "At iterate 10 f= 3.98468D-03 |proj g|= 2.87118D-03\n", + "At iterate 27 f= 4.89070D-03 |proj g|= 4.37147D-03\n", "\n", - "At iterate 11 f= 3.98468D-03 |proj g|= 2.87103D-03\n", + "At iterate 28 f= 4.88181D-03 |proj g|= 9.68667D-03\n", + "\n", + "At iterate 29 f= 4.88045D-03 |proj g|= 6.09601D-03\n", + "\n", + "At iterate 30 f= 4.87896D-03 |proj g|= 9.49457D-04\n", + "\n", + "At iterate 31 f= 4.87887D-03 |proj g|= 5.34767D-04\n", + "\n", + "At iterate 32 f= 4.87876D-03 |proj g|= 6.17205D-04\n", + "\n", + "At iterate 33 f= 4.87852D-03 |proj g|= 9.95802D-04\n", + "\n", + "At iterate 34 f= 4.87795D-03 |proj g|= 1.66584D-03\n", + "\n", + "At iterate 35 f= 4.87680D-03 |proj g|= 3.76237D-03\n", + "\n", + "At iterate 36 f= 4.87480D-03 |proj g|= 4.01689D-03\n", + "\n", + "At iterate 37 f= 4.87053D-03 |proj g|= 5.64946D-03\n", + "\n", + "At iterate 38 f= 4.86490D-03 |proj g|= 3.02514D-03\n", + "\n", + "At iterate 39 f= 4.85763D-03 |proj g|= 3.77341D-03\n", + "\n", + "At iterate 40 f= 4.84933D-03 |proj g|= 5.58955D-03\n", + "\n", + "At iterate 41 f= 4.84690D-03 |proj g|= 5.06870D-03\n", + "\n", + "At iterate 42 f= 4.84069D-03 |proj g|= 4.74619D-03\n", + "\n", + "At iterate 43 f= 4.82674D-03 |proj g|= 2.18757D-02\n", + "\n", + "At iterate 44 f= 4.81986D-03 |proj g|= 8.28186D-03\n", "\n", " * * *\n", "\n", @@ -1168,20 +1233,10 @@ " * * *\n", "\n", " N Tit Tnf Tnint Skip Nact Projg F\n", - " 10 11 33 1 0 0 2.871D-03 3.985D-03\n", - " F = 3.9846830674972189E-003\n", - "\n", - "CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH \n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ + " 10 44 51 1 0 0 8.282D-03 4.820D-03\n", + " F = 4.8198639708778579E-003\n", "\n", - " Warning: more than 10 function and gradient\n", - " evaluations in the last line search. Termination\n", - " may possibly be caused by a bad search direction.\n" + "STOP: TOTAL NO. of f AND g EVALUATIONS EXCEEDS LIMIT \n" ] } ], @@ -1207,18 +1262,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "cx[0, 1]-d1-gauss1-amp : 2.323 V \n", - "cx[0, 1]-d1-gauss1-freq_offset : -52.000 MHz 2pi \n", - "cx[0, 1]-d1-gauss1-xy_angle : -215.019 mrad \n", - "cx[0, 1]-d1-gauss1-delta : -1.533 \n", - "cx[0, 1]-d1-carrier-framechange : -1.035 rad \n", - "cx[0, 1]-d2-gauss2-amp : 50.773 mV \n", - "cx[0, 1]-d2-gauss2-freq_offset : -54.499 MHz 2pi \n", - "cx[0, 1]-d2-gauss2-xy_angle : -508.327 mrad \n", - "cx[0, 1]-d2-gauss2-delta : 2.871 \n", - "cx[0, 1]-d2-carrier-framechange : 1.082 rad \n", - "\n", - "0.003984683067497219\n" + "cx[0, 1]-d1-gauss1-amp : 2.299 V \n", + "cx[0, 1]-d1-gauss1-freq_offset : -53.834 MHz 2pi \n", + "cx[0, 1]-d1-gauss1-xy_angle : -295.453 mrad \n", + "cx[0, 1]-d1-gauss1-delta : -483.294 m \n", + "cx[0, 1]-d1-carrier-framechange : -445.697 mrad \n", + "cx[0, 1]-d2-gauss2-amp : 49.505 mV \n", + "cx[0, 1]-d2-gauss2-freq_offset : -52.886 MHz 2pi \n", + "cx[0, 1]-d2-gauss2-xy_angle : -267.659 mrad \n", + "cx[0, 1]-d2-gauss2-delta : -604.578 m \n", + "cx[0, 1]-d2-carrier-framechange : 414.558 mrad \n", + "\n", + "0.004819863970877858\n" ] } ], @@ -1244,9 +1299,17 @@ } }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -1285,6 +1348,7 @@ "cell_type": "code", "execution_count": 30, "metadata": { + "collapsed": false, "jupyter": { "outputs_hidden": false }, @@ -1306,12 +1370,14 @@ " [0.+0.j]\n", " [0.+0.j]\n", " [0.+0.j]\n", - " [0.+0.j]], shape=(9, 1), dtype=complex128)\n" + " [0.+0.j]], shape=(9, 1), dtype=complex128)\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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", 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", "text/plain": [ "
" ] @@ -1428,7 +1494,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "C3:STATUS:Saving as: /var/folders/13/ryq3f6n9279chp5c9f7sb5s80000gn/T/tmp1yu52t2c/c3logs/rx90p_q1/2022_08_30_T_15_52_12/open_loop.c3log\n", + "C3:STATUS:Saving as: /var/folders/z_/6s4ntyps5lsb232v7f82201r0000gn/T/tmp7yvsxhmv/c3logs/rx90p_q1/2024_03_05_T_11_38_00/open_loop.c3log\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", "RUNNING THE L-BFGS-B CODE\n", "\n", " * * *\n", @@ -1438,11 +1515,7 @@ "\n", "At X0 0 variables are exactly at the bounds\n", "\n", - "At iterate 0 f= 6.99553D-02 |proj g|= 4.52155D-01\n", - "\n", - "At iterate 1 f= 6.20960D-02 |proj g|= 4.73291D-01\n", - "\n", - "At iterate 2 f= 5.51651D-02 |proj g|= 3.19800D-01\n" + "At iterate 0 f= 6.99553D-02 |proj g|= 4.52155D-01\n" ] }, { @@ -1456,6 +1529,10 @@ "name": "stdout", "output_type": "stream", "text": [ + "\n", + "At iterate 1 f= 6.20960D-02 |proj g|= 4.73291D-01\n", + "\n", + "At iterate 2 f= 5.51651D-02 |proj g|= 3.19800D-01\n", "\n", "At iterate 3 f= 4.54454D-02 |proj g|= 1.49159D-01\n", "\n", @@ -1503,7 +1580,7 @@ "\n", " N Tit Tnf Tnint Skip Nact Projg F\n", " 5 18 21 1 0 0 4.589D-05 5.569D-03\n", - " F = 5.5690181167756814E-003\n", + " F = 5.5690181167938890E-003\n", "\n", "CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH \n" ] @@ -1530,7 +1607,7 @@ "rx90p[0]-d1-gauss-delta : -960.910 m \n", "rx90p[0]-d1-carrier-framechange : -293.001 mrad \n", "\n", - "0.005569018116775681\n" + "0.005569018116793889\n" ] } ], @@ -1559,6 +1636,7 @@ "cell_type": "code", "execution_count": 36, "metadata": { + "collapsed": false, "jupyter": { "outputs_hidden": false }, @@ -1571,16 +1649,20 @@ "name": "stdout", "output_type": "stream", "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", "Result from gates:\n", - "{'(0, 0)': 0.4883145868820096,\n", - " '(0, 1)': 0.0007598915340775902,\n", - " '(0, 2)': 2.055312854017028e-07,\n", - " '(1, 0)': 0.0007093665471084265,\n", - " '(1, 1)': 0.508428462733987,\n", - " '(1, 2)': 2.911978199867078e-05,\n", - " '(2, 0)': 0.0009442059049129742,\n", - " '(2, 1)': 0.0008136823959958936,\n", - " '(2, 2)': 4.786886302915569e-07}\n" + "{'(0, 0)': 0.4951755697948966,\n", + " '(0, 1)': 0.0006073612729683173,\n", + " '(0, 2)': 2.035838665964919e-07,\n", + " '(1, 0)': 0.0010096355907349332,\n", + " '(1, 1)': 0.5001266556861699,\n", + " '(1, 2)': 3.068965010651747e-05,\n", + " '(2, 0)': 0.001088226467642202,\n", + " '(2, 1)': 0.001960880915286387,\n", + " '(2, 2)': 7.770381914027653e-07}\n" ] } ], @@ -1599,7 +1681,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1616,7 +1698,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.9.13 ('c3-dev')", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1630,7 +1712,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.7" }, "vscode": { "interpreter": { diff --git a/examples/two_qubits.ipynb b/examples/two_qubits.ipynb index 439862bb..cc25f343 100644 --- a/examples/two_qubits.ipynb +++ b/examples/two_qubits.ipynb @@ -35,16 +35,7 @@ "start_time": "2020-06-10T13:45:04.441825Z" } }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2022-05-18 11:36:05.299805: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n", - "2022-05-18 11:36:05.299849: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n" - ] - } - ], + "outputs": [], "source": [ "# System imports\n", "import copy\n", @@ -105,19 +96,7 @@ "start_time": "2020-06-10T13:45:04.441825Z" } }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2022-05-18 11:36:07.216986: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory\n", - "2022-05-18 11:36:07.217028: W tensorflow/stream_executor/cuda/cuda_driver.cc:269] failed call to cuInit: UNKNOWN ERROR (303)\n", - "2022-05-18 11:36:07.217045: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (knecht): /proc/driver/nvidia/version does not exist\n", - "2022-05-18 11:36:07.217308: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA\n", - "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n" - ] - } - ], + "outputs": [], "source": [ "qubit_lvls = 3\n", "freq_q1 = 5e9\n", @@ -925,7 +904,16 @@ "cell_type": "code", "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + } + ], "source": [ "unitaries = exp.compute_propagators()" ] @@ -946,51 +934,51 @@ "data": { "text/plain": [ "{'rx90p[0]': }" + " array([[ 4.99276795e-01-7.97766467e-02j, -1.17855690e-05-6.33239048e-06j,\n", + " -2.56783496e-07+4.54796870e-07j, -1.64605703e-01-8.45842176e-01j,\n", + " -1.17696831e-04-9.14614889e-05j, 4.78391847e-07-5.74175757e-07j,\n", + " 3.75275948e-02-2.01475523e-02j, 4.68305133e-05-2.75990915e-04j,\n", + " -1.86754766e-06+1.26531286e-06j],\n", + " [ 6.83927110e-07-1.45185163e-05j, 5.00144378e-01-1.00037692e-01j,\n", + " -1.55839190e-03+5.31192125e-04j, -8.25306823e-05+1.32169216e-04j,\n", + " -1.63189217e-01-8.43521000e-01j, 7.65679900e-04+4.86570730e-04j,\n", + " -1.70560031e-05+3.99000335e-05j, 3.55373367e-02-1.94945276e-02j,\n", + " -6.55931888e-03+3.73855451e-04j],\n", + " [ 6.83175194e-08-5.08567591e-07j, -8.17920135e-04-1.42581118e-03j,\n", + " -3.17270316e-01-3.87021917e-01j, 1.10985211e-07-1.82273812e-07j,\n", + " -1.00668229e-03+2.38716875e-04j, -6.27402753e-01+5.95226352e-01j,\n", + " 1.02115230e-05-4.26619701e-06j, -2.78395285e-04+3.09177996e-04j,\n", + " -3.48935812e-02-2.00860758e-02j],\n", + " [-1.65448382e-01-8.45696562e-01j, 1.10474307e-04+1.03020903e-04j,\n", + " -1.70717496e-07+1.28911023e-07j, 4.93607139e-01-1.12396575e-01j,\n", + " 7.89029669e-06+9.02947654e-06j, 2.74919530e-07-6.37356133e-07j,\n", + " 2.08382656e-02-2.66235492e-02j, 8.99548882e-05-2.86983452e-04j,\n", + " -1.76072966e-06-1.12119876e-06j],\n", + " [ 6.50987545e-05-1.28942336e-04j, -1.64010580e-01-8.43379574e-01j,\n", + " 3.73497136e-05+1.02996986e-03j, -8.84080081e-06+8.56861543e-06j,\n", + " 5.01959306e-01-9.27737149e-02j, 9.34515224e-04-2.60748045e-04j,\n", + " -6.14545159e-05-4.57610550e-05j, 2.31807587e-02-2.40101905e-02j,\n", + " -4.25886748e-03-1.03591699e-02j],\n", + " [-2.33170845e-07+7.11569359e-07j, -3.28576340e-04+8.45511496e-04j,\n", + " -6.26808839e-01+5.95876814e-01j, -1.46184605e-08+7.06768196e-07j,\n", + " 4.32386453e-04+8.66748123e-04j, -3.69452516e-01-3.38230371e-01j,\n", + " 1.13054110e-05-4.19328270e-06j, -1.19933252e-04+3.88863351e-04j,\n", + " -3.33424720e-02-5.73660752e-03j],\n", + " [ 3.73579615e-02-1.96674777e-02j, 3.79451723e-05+2.56665982e-05j,\n", + " -1.12755236e-05+1.81437594e-07j, 2.10486282e-02-2.70521530e-02j,\n", + " -5.53167518e-05+5.10515123e-05j, -1.18563602e-05-5.32010964e-07j,\n", + " -9.91127826e-01+1.21277916e-01j, 2.95241521e-05+8.81261605e-06j,\n", + " 3.47083107e-07-3.30986116e-07j],\n", + " [ 2.79495357e-04-5.68411435e-06j, 3.53651344e-02-1.90273873e-02j,\n", + " 2.57248276e-04+3.31005195e-04j, 2.99252521e-04+3.44038270e-05j,\n", + " 2.34079205e-02-2.44150955e-02j, 3.56143261e-04+1.88553917e-04j,\n", + " -1.19393751e-05+2.44883901e-05j, -9.97477611e-01+4.77256221e-02j,\n", + " -1.83409657e-03+2.15137009e-04j],\n", + " [ 1.25834758e-06-1.84162668e-06j, -1.59001400e-03-6.37761373e-03j,\n", + " -3.44040093e-02-2.01866069e-02j, 2.03476820e-06+3.91715792e-07j,\n", + " 9.38990596e-03-6.10412219e-03j, -3.37911045e-02-5.71528597e-03j,\n", + " -2.04032500e-07+4.15537341e-07j, -5.65014088e-04-1.75395385e-03j,\n", + " 5.78126027e-01+8.14145338e-01j]])>}" ] }, "execution_count": 28, @@ -1126,16 +1114,22 @@ "execution_count": 33, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -1184,16 +1178,22 @@ "execution_count": 35, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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06JOu6j0h9oILyPjnPwAovvY6LHV1SkgOGDYeqWPmqLju+aBgY9aoePaUN3G0Zvgv5mrfupWjF13cfT/7rTdJufdehF7vVbuGzEySfvhDACp/8xuv2lKaYd/x5+X1O8TlNRqN4Mq8TA5WtdBqsijSplpah0Lbli0cu+zy7vu536xj9HvvETl3bndGg7d6o08/nbRHHgGg7J4fIW3Kpsf2xJexNVms7C1vZoaHKZw98fe5cMP8LAA2uOHd42+tntJTb8uXX1J8403d93Pee5fwGTMUe62kZT9Em5hI04qVmIdgsaxa/6VKqwFEVVWVam3PHBWHlLB6rzJpW2pq9YSO3bspuelmACIXncaEgn3okvtmpiihN+6qK4k++2w6du6k6f0PvG7PFb6M7dvbyjBbbV6VVfT3uZCbEkVSlJGvDw4+3ONvrZ7i1Nu+Yydly+7pfnzsurWETZqk6GsJrZZMx7xY+f0/99jWQa3YDvuOv7RUvXqi80cnYtRp+HSfMh2/mlrdxVJfT9FVVwP2cc5R//53n5xlJ0rotafA/QERFkbFr36lWo6/L2ObX9pIUpSBsyalDrkNf58LQgimZcTy1YHqQWtQ+Furp5SWlmI6dozi667rfmzcls3oU1JUeb3wKZNJWraMzj17aHj1VY/2VSu2w77jV5MwvZazJqWyvyK4JrdcYevs5Njl3wMg+b77SLn3Xp+8rjYqkpFP/BGA4w/8wievqRZSSjYeqWPiiBh/S/Ga6+eNAmC3Bzn9wYBob+foeecDYBg7hvH5u9DGqHu8Er9/J/qRI6n6w2OYy/xf8GbYd/y5ubmqtj9xRAxlDR2KTIKprXUwypbdg6Wykrhrribp+3cOur2SemPOPpuIvDzat26lfYfyWT6+iu3O0kbKGzvIyxpaNo8Tf58LALOz7BPT+44PfGETCFrdRVospNz3UwC0iYnkLF+OxmhU/XU1RiMjHn8MgOM//ZnbQz5qxTa4ltwNAaPKB/WiaSP50+qDvLejnJ+dM96rttTWOhCt69bRtmEDhqwsRjz8sFv7KK0349m/c3jJ6ZTfey9jPv9M0Q+kr2K7s6QRgGvnZnrVjj/PBSdxEQbS48J5fXMxdy8e43K7QNDqpKuri7KyMjo7O/t93lJXh3z27wDIESM46Mv6u9HRWF98geb2dgp27kQTPnDdZQCr1TpoSmdYWBgZGRnoPchCGvYd/969e1myZIlq7Y9KjGB0UiRHFLjiV1urK2wmE8d//gAiPJzs/73l9n5K69XGxpL2619T8ctfUvHLX5HuyPVXAl/FdldpI6kxRlJiwrxqx1/nQm+WTkjh1U3FNLabiYvo33ogULQClJWVER0dTXZ2dp8V9damJswOk8CwCRMQfrCakDYbpgMHADDm5g6qoaWlZcAqXFJK6urqKCsrIycnx20dw36oxxfkpkZREMTj/BUP/RprYyPpf3oCbVycX7XEXnYpEXPm0PzRR3Ts3edXLZ5S3dzJqvzjzM0JLn/6gTjTMUEdLOd3Z2cniYmJfTp9m9mM2TFRahkxwi+dPoDQaNCnpyNtNrqqvbd2F0KQmJjo8heOK4Z9x5+i0kx9T2ZnxVNc1863Q6hX2hNfaO1N2+YtNK9ahW7kCKKWLvVoXzX0CiEY8ej/A52Oyt/9TrF2fRHb/LImAK6bO8rrtvxxLvTHxBH2q81vC10vsAsUrU56d/rSZsN81G6Yp8/IQBcR4Q9Z3WhiYtCEhWGtrx90Ra87Jm1D8Qob9h3/OIdHtppclWcfz91T3uRVO77Q2hNrSwvljsydrFdecZm26Qq19BpGjSLlvvvo3L2b+ldfU6RNX8TWOdw3aaT3GSK+PhdckRIdRnK0kc8LXOeTB4pWV1hq65AWC7qEBHRxcYSFeTcMNxgdHR0sXrwYq2NY6eWXXyY3N5fc3FxefvllhBDoR40CITAXFfdZuFhfX89ZZ51Fbm4uF198MQ0NDQB8+OGH/EahFcDDvuNfv3696q8RF2EgMdLA0Zo2r9rxhdaeVD/1FNaGBtL/8hcMGRke76+m3oQbbyBs2jSq//xnLI4T3xt8EdvPC6pIjTESG+7dUn/w/bkwEFfnZVJY04rZ0v/K6kDS2htbezuW6iqEVosuLQ2A1lZ1bSheeOEFLr/8crRaLfX19TzyyCNs3ryZLVu28Mgjj9DQ0IDGYEA/ciSyy4y5pOSkLJ/HH3+cM844g8OHD7Nw4UIef/xxAC644AJWrVpFe7v3xpCqdvxCiHOFEAeFEIVCiD4J2kKIUUKIr4UQO4UQu4UQ56upR03GpUazpagea5AUYe/YtYvGt/5H9LnnEnPuOf6W0weh15P6wM+R7e39lrwLNDrMVnaUNHi1WjdQGZ0cidUmKan37sLG10ibrXtc35CV7fEv2qHy+uuvc4mj1sTq1as566yzSEhIID4+nrPOOotPP/0UAF18PLqkZGytrVhqTwwTr1ixgptvtq+cv+666/jggw8A+5DOkiVL+PDDD73WqNoMhxBCCzwLnAWUAVuFECullAU9NnsIeFtK+U8hxCTgYyBbSR2+SjU7b2oav1mxj50lDeRlDy2H21darS0tHP/FgwijkbTfDv2no9p6I2bPJmrJEhpefZWoRYuIOm3hkNtSW2thdStSwtlerNbtSSClSI5NsRvxfX2ghrEpfTNMAklrTx55Zyf7yhoQeh1iw4lqeVarFa1WO6Q2J42M4bcXua6DazabOXr0KNnZ2QCUl5eTmXkitTcjI4Py8vLu+7rUFGxtbViqq9GEhaGNjqaqqooRI0YAkJaWdpJtQ15eHt988w1XXXXVkPQ7UfMrcC5QKKU8KqU0A28BvUsuScA5IBoLKL5ef8GCBUo32S8Lx9qv9Lzx5/eV1rr/Po+5qIgR/+/36OKH7h7pC70jn/wT2oQEyn/yE69WPKqt9WCVvWMZl+aeNfVg+OpccIcpI2MZmxLFF/v7H+cPJK1ObJ2dWNvbQKNBGE7+Yhpqp+8OtbW1xHmQGSeEQJ+ZgdDpMZeWYuuVnRMdHX3S5G1KSgrHFbA1UTOnKR3oaTRRBvQuRfQw8JkQ4kdAJHBmfw1VVFQwfrx9cZTRaOTWW29lpqMMWmJiIpMnT+4uSqzT6Vi4cCE7duygubmZ9vZ2Fi1aRFVVVbfvRW5uLkajkb179wL2YI4bN657rNJoNLJgwQK2bdvWPR44b948ysrKur+tx48fj1arpaDA/gMmMTkVnUbw9bYCkloKCQ8PZ968eWzevJmOjg7A/gE5duwYlY5anJMmTcJqtXLw4EHAnpM7f/58Nm/eDEBUVBR5eXls3LgRk2P2f+HChRw6dIhqRyrYlClTMJlMHD58GIDMzExSU1NxViyLiYlh1qxZrF+/HovFgqa+nuT//heZm8vO6GhYs4bp06fT0tLCUUfmQ3Z2NgkJCd1FIOLj45k+fTpr165FSokQgsWLF/PFF190Zx3MmjWL+vp6ihwLYkaPHk10dDT5+fluHSewX830d5yqf/gDEv74BIV33Enuig/YsHGjx8dp27ZtREREkJaWRk5ODhsdbQzlOKWnp5ORkXHScXpzq5lwHRTt2UqpRnh9nNrb2zn33HPZt28fdQ7L6qEep/z8/O4JwqEep4xwK7uON7BmzZo+x0mj0TBp0iRFP0/eHKeW5mZ0x4/zy7xEDGPH0N7V1a0zMjKSpqYmNI5hn6ioKDo7O7FY7A67YWFhSCm7P296vR69Xt89ru7cr6XlxC+IqKgoOjo6sFqtWCwWOjs7MZlMmM1mEhIS+Pbbb7FarbS3t3Ps2DEWLVrUp43IUZmYjh7DdKyI5ORkysrKSE5OpqioiKSkJEwmE1qtloaGBnQ6He3t7YSHh3fH05nO+dBDD7F8+XJns67HHaWUqtyAK4D/9rh/I/D3XtvcB/zU8fcCoADQ9G5r9uzZcqh8/fXXQ97XU87581p55lNrpNVqG9L+amu1WSzy2FVXy4LxE2RnYaHX7fkytrX/fV4WjJ8gq556ekj7q6nVZrPJyb/5VP7w9e2KtenL2LrDs18fllkPfCgb2819ngskrQUFBdJcWSnb9+yRXbW1/W7T3NysqoaMjAzZ0dEhpZSyrq5OZmdny/r6ellfXy+zs7NlXV2dlFLKG2+8UW7evLl7P0trq2zfu1fee+ut8tFHHpFSSvnwww/L+++/v3ubJ598Uj722GN9XrOgoKDPY8A26aJ/VnOopxzouW49w/FYT24H3gaQUm4EwhjoWyrAuWJ2BoerWylr6PC3lH6pfuppOvLzSf7JTzCOcb0EPxBJuOVmIubMoe7f/6Zt0yZ/yzmJyuZOWk0W5o8ePgu3euOsLeBuOUZ/Ic1dWGpr0UREoE3wzi9pqJx99tndv3YSEhL49a9/zZw5c5gzZw6/+c1vSHDo2r17NyNHjuzeTxsZiSE7m5/deSeff/wxuWPGsGbNGn7xixN5MV9//TUXXHCB9yJdfSN4e8M+jHQUyAEMQD4wudc2nwC3OP6eiH2MX/Ruy5sr/vb29iHv6ynfFtbKrAc+lOsOVQ9pfzW1tqxbJwsmTJTFt90ubRaLIm36MrZSSmmuqJAHF5wiD8zOk6biYo/2VVPr5/sqZdYDH8qNR/q/whwKvo7tYNhsNnnKY1/Ke97Y0ee5QNFqs9lk/po1smPfPmnt7HS5ndVqVVXH9u3b5Q033DDgNk1NTfKKK67o9zlrZ6fsOHhQtu/ZI83VJ/qSyspKuXTp0n73CZgrfimlBbgHWA3sx569s08I8TshhLPO2U+BO4UQ+cCbji8BRfMhy3xogTo6ORKAI9VDyxNWS6u1sZHy+36KPjOTkX98HKHQ5JYvYwugT0tj1PP/xdbZSckdd2I6csTtfdXU+tZW+1i3Egu3nPg6toMhhGB0ciQldX1TOgNFa8Mrr4DFgi41dUCDP7PZrKqOWbNmcfrpp3cv4OqPmJiYnmPxJ6ExGjGOGYMmIsJuKudY4FVSUsJTTz2liEZVE1ullB9LKcdJKcdIKR91PPYbKeVKx98FUspTpZTTpZQzpJSfKa2hZ+qU2qREG0mKMrIif2iz7mpolVJS8duHsbW02LN4kpQbSfNlbJ2ETZzIqP/+B2ttLcU330Ln/v1u7aem1mO1reRlxRMT5v3CLSf+iO1gjEmOIr+sCZPl5A4tELR2HjhA9VNPI3S6QYd4uroGLiyjBLfddptX2UNCq8WQlWX3FXJMKM+ZM4cZCpWFHPYrd32JEIIb5o9iZ0kjTe3qn1zu0PDqa7SsXk3C7bcROXeuv+UoQuT8+Yx68QWwWim6/gZaN2zwm5Yuq43iunbm5vhnPNmXnJZrv2hYsVOdKmlDxdrURNkPlyH0erTx8UPyrglEhFYLKi06G/YdvzMN1FfMGuUsXuG5b4/SWlu++oqqP/6RsMmTSfnpTxVtG3wf256ET59O1isvo4mMoPTuH9B56NCA26ultbC6FYtNdi9yUgp/xtYVSyekEGXU9XHq9KdWabNx/MFf0nX8OCMefRThhid9oC446w+1tA77jl/NxRr9Mdkxzrt3CB2/klqbVqyg7IfL0I8cScazf1dlubqvY9sbY24u2a+/jiYsjOIbbxrQxlktra9tKkYjTnzhK4W/Y9sfQgiyEiMo7jXO70+t9S+9TOtXX5F4111uW48E0y8CtbQO+47fuSDEVyRGGUmPC+fbI65tbF2hlNbG997n+C9/hWHsGHLeWY7eYU6lNL6ObX8YRo0i67XXEBoNJTfdRMeevf1up5bWQ1Ut5GUlkJ0UqWi7gRDb/shOjKSwV9Ehf2ntPHiQmr/8BePEiST/+Efu7+ehd70/UUvrsO/4/cGCMYnsLfdP4Yr611+n4pe/xDh2LFmvvoo2NtYvOnxJ2PhxZL/5BsJopOyHP6RLgSXt7lJS386oRP/6u/uSmaPiKK3vYGtRvV912Do7Kb37Bwidjoxn/qpYppoSDGbLPBjLly9n8uTJaDSa7lXZAHv27OGWW25RROOw7/jTVLraHYicpEhqW020miwe7eet1vYdO6n6w2NELJhP1uuveeXD4w7+iK0rDNnZZD73T6wtLRTfcmuf6kZqaG01WahqNpGVoHzHH0ix7ckF0+zmYQcrT9gN+Fqrpb6ektvvwFJRwYjHH8OQ6Vl9Y3eKm3iDO7bMAzFlyhTee+89Fi1adNIw2tSpUykrK6OkpMRrjcO+4/ekDqVSZCfaf/aXeGjY5o3WzoICyn7wA3SpKaT/6U9oo5SdbOwPf8R2IMKnTyfzH8/Sdfw45T+576Tn1ND6/k57GqOS+ftOAi22TlKjwzBoNZTWnzi3fam1q6qKkltvo2P7dlJ//RAxZ5/tcRtqT+66a8vsiokTJ3ZPmBsMJ9c5vuiii3jrLffrYrti2Bdb37hxo88LQTsXcq09VONRpzBUraYjRyi58/uIsDCyXnhB0Vz9gfBHbAcj8pRTSL5nGTV/+SuNH3xA3KWXAupoLXQ4ci6doHzpwUCMLYBGI8hOimBXaWP3Y77S2lVVRcktt9J1/DgZf/8b0Wf26+l4gk9+AZV7+jxss1rQaIfY9aVNhfMed/m0p7bMg+E0pHOSl5fH448/zs9//nPPdPdi2F/x+4MJadFMSY/h84JK1V+rq6KCktvvACkZ9d//YHCccN9lEr//ffRZo6h+8imsTd6VwxyIY3XtTE2PDaosESWYNSqezcfqqWzy3SSppbaW4muvo6u8nIy/PTN4p+8nPLVl9pRgsGUOCMLDw33+mkIIZo+KZ/n2Mmw2iUbjXsfgqdauigqKb7gRW0sLo156EWNu7lDkDhl/xNYdhEZD2q9+Ren376Lu+RdIue8nqmg9VtvKjEx15lECNbYA35udwVtbS9lf0UxabJjqWmVXF+X3309XTQ2j/v0vIt31/3dxZd7Z2kqUSkOh4eHhJ2XipKens2bNmu77ZWVlHv066n1R0dnZqUi8h/0V/7x5vUsA+IaJI2JoN1spqXd/nN9TrTV/+ztd5eWkP/NXwqdO9VSi1/grtu4QtWgRkaeeSt1//4u5qEhxrXvLmyit72CCQoVXehPIsc1xpK468/nV1Cq7uij70Y9p37iJ1AcecL/THwC1On2w10SwWq3dnf8555zDZ599RkNDAw0NDXz22Wecc459vcFNN93Eli1bBmwvIuLkxIFDhw4xZcoUr3UO+47fWSzD10wcYR/b31nqfqFwT7SaDh+m6b33iLn4IqJOPdVjfUrgr9i6S9ojDwNQ9fgfFde6odBeI/XqOZ5llLhLIMc2MdJApEHbXXVMLa3SaqX8vp/SumYNKb94gIQbrlekXbWLrQ/VltnJ+++/T0ZGBhs3buT888/v/qIA5WyZh33H33tyxFdMSY8lwqBlR3Gj2/u4q1VKSfn9P0cYjaT+ok8Ne5/hr9i6iyEjg/hrr6V1zRq6Dg5s6eApZQ0dxIbrSYpSJ0MkkGMrhGDiiBg+3lOJzSZV0SqlpOKXv6Ll889J/slPSFQof93ZtposW7bspHz92267jcLCQgoLC7n11lsBaG5uJjc3l4yMjD77X3bZZZSVlWEymThy5AirV68GwGQysW3bNs477zyvNQ77jt9faDWC3JQoivqxsfWW1rVrMR04QMpP70Pnp2ITwULSPcsQRiPRb72l6Ae+tKGdjPjAHYdXm0tnptPU0aVa0aHavz9L04oVJNx+G4nfv1OV11ALb22ZXVFSUsLjjz+uyDqEYd/x+7MQ9KjESIo9yOV3R6uUkuo/PYk2Lo64K67wRp7XBGKR7d7o4uNJvvdeDEePYhrEyM1dOsxWthc3KG7T0JNAj22uw5SuqK5Nca0du3ZR+89/ErnoNFJ+9jPFs6YiI9U7bk68tWV20lNrbm6uYmmzw77jP3bsmN9eOyshgpL6dhrb3Sv84I7W+pdfxnzkCCkPPIAmwr9WAf6MrSfEnH0WaDTU/vM5RdrbdLSOlk4L505Wb8VqoMc2K/HEBK/SWmue+RuasDBG/P73qqTKOgupBwNqaR32HX9lpfq59K5w+pd/vMc9DYNptZlM1D33L8KmTSP2QgXqbnqJP2PrCfr0dDry8mhdtw6pQPWlsgb7r7h5KnrwB3psU6KNRIfpWJVfoajW1m/W0/btt8Rffz361FTF2u2JxeKZlYo/UUvrsO/4/cncnATC9VoKh1iKsTc1Tz+NtbGRpLvvdst3PMQJTDNnItvbaXz3Xa/bKmvswKDVqDaxGwxoNIILpo5gd3kjNoXmTqSU1D73HJrYWJJ/dI8ibYbon2Hf8U+aNMlvry2EYJRjuMcdBtPa8vUaIhbMJ3rp6UrI8xp/xtZTRl99FfrMTJpWrPS6rYLjzWQkhLu9MG8oBENsp6TH0tllI3mUMgsHW9eupWP7dpKXLUP08qhRkrCwMNXaVhq1tA77jn+gmXVfMCoxgkNVLYNvyMBaW776mq6SEqJPX6qUNK/xd2w9wSYEMRdeQMeuXZiLiobcTnVLJxsKa5mtcOGV3gRDbLMcdtSeLFJ0ha2tjYoHf4luxAjir7na6/YGQu10Tm9tme+//34mTJjAtGnTuOKKK2hsbARCtswecfDgQb++/sS0aErq2zlQObg//0BaWz77DKHXE3/tNUrK8wp/x9YTDh48SNzllwNQ/+prQ26nqLYdm4QLp/ddeKMkwRBbpwvtxzuKvG6r4a23sDY0kPbb36h6tQ/qT+56a8t81llnsXfvXnbv3s3o0aN57LHHgJAtc1Bx8Yx0APaUDd0szNrURPNnnxF1+umhsX0vMGRmErl4Ec2ffoq02YbURnmj/eo2Pe67m8PvJCM+nPGp0RTUe/frxNbeTs0zf8M4YQJRixYppM5/eGvLfPbZZ3fn6s+ZM4eysrLu50K2zG6Snp7u19fPSoxAI9z7OexKa/Pq1cj2duKuukppeV7h79h6glNrzDnn0rZ2Hc0ffkjsxRd73E5ZvX3B0sg4dceJgyG2Qgjm5MSzYqd3ixTbNm1Gmkyk/OReRWtD/3HLHzlQf6DP4zabDc0QX2dCwgQemPuAy+eVtmV+/fXXufbaa7vvh2yZ3aS/JdG+RK/VMDIu3K2FXK60tn75FdrkJCJPPUVpeV7h79h6glNr7KWXoI2Lo/Wb9UNq55O9lWQmhBNhUPeaKVhimx4XQYvJRpuH1eZ6UvfC84iwMCLy8hRU5pqhdvruoKQt86OPPoper+f66094FIVsmd1k8+bNfi9okZMUyTeHazBbbBh0rk+6/rSajh6lde1a4q68IuB83wMhtu7i1Co0GiJPWUDzhx+S9MMfYPSgepTZYuNAZTO3nap+xalgiW26w7Zi3/Fm5g5hXYOtrY2OnbtIuOF6NAqvqHV1Zd7S0kJ0tDquqkrZMr/00kt8+OGHfPDBByd97kO2zEHE2ZPTaGjv4kiN5/n8bRs3ApB4xx1Ky/rOkrRsGUhJ27fferRfeWMHNnnCeTUEnDomEa2A5dtKh7R/43vvg9VK5GnBP7YPytgyf/rppzzxxBOsXLkyZMs8VNT03naX6RmxwODj/L21SquV+hdeRJ+RgX7UKNX0DZVAiK279NRqGD0abVwcHdt3eNSG039+VKL6VhnBEtvEKCOTkg0cGuIixaZVq9CPHEnkvLkKK3ONmkM94L0t8z333ENLSwtnnXUWp556KnfffXf3c0rZMg/7oZ48H40bDoQzA+R448BOhr21dh44QFd5OSm/eCDghnkgMGLrLj21CiEInz2b5s8/J625GW2Me1fwO0oagRP562oSTLGdlpPGh7srPN7P0tBA5+7dJH7/+z7NVlPbpG3ZsmX8+c9/5kxHecjbbruN22677aRtBrJlLiws7Lddpy3zX/7yF681Dvsr/o2OoRJ/khBpIEyvYVvxwPm7vbU2vfc+ADEK+G+rQSDE1l16a42/5hro6qJjd99i3K74bF8lo5MjSfaBVUMwxVa01tDU0UX5IBc2val/yb6YKfrMM9SQ5RK1C7EoacvcU2vIltkDAsGJTwjB0gkpfLavki6r6/zxnlql2Uzj228Tueg01cyqvCUQYusuvbWGT7OXquzYudOt/aWUlNS3s3hcsk9+fQVTbHNj7SthV+V7lm3SvmkTYdOmET5tmhqyXKL2yl1Qzpa5p1af2zILIYxCiOuEEL8UQvzGeXNjv3OFEAeFEIVCiH5LRQkhrhJCFAgh9gkh3vD0DQQLZ05Mpcsqu8eJB8N09Ciyq4tYx0KQEMqijY3FmDuWxnfecasjqGsz0262MirBv1bYgUhWjJYRsWEcrHTPmgTspUM78vMVqaEbwnPcveJfAVwCWIC2HjeXCCG0wLPAecAk4FohxKRe2+QCDwKnSiknA/d6It4dFi5cqHSTQ8JZtKOo1vUEb0+trWvWAhA2caK6wrwgUGLrDv1pjbvySixVVXSVD36lWlTrmNj1UccfbLHNSYr0qNpc04oVAH6xIAmWiXNQT6u7HX+GlPJqKeUTUsqnnLdB9pkLFEopj0opzcBb2L88enIn8KyUsgFASlntkXo3OKRQ1SVvcfqa7K9w7dnTU2vzJ59gyMnB4FgBGIgESmzdoT+tYZMnA2A6sH/Q/Z2TlxN8lMoZbLHNTopkf0WzW7+epJS0fL2G8OnT0aepV8zGFT3z7AMdtbS62/F/K4SY6mHb6UDP5N4yx2M9GQeME0JsEEJsEkKc6+FrDEp1teLfJUMiPkLPyNgwPtnrumiFU6vNbMZ05AjRZ5+t6BJ2pQmU2LpDf1qN48cjwsKof/31Qfffd7yJ6RmxPvPoCbbYThlpt2hec6hm0O1bv16D2XF++4NQIRb30zkXArcIIY4BJkAAUkrp7ayMDsgFlgAZwDohxFQpZWPPjSoqKhg/fjwARqORW2+9lZkzZwKQmJjI5MmTWbdunb1BnY6FCxeyY8cOmpubaW1tpbW1laqqKkpL7d9Dubm5GI1G9u7dC9iXQY8bN64799ZoNLJgwQK2bdvWPas+b948ysrKun02xo8fj1arpaCgAIC0tDRycnK6szHCw8OZN28emzdvpqPDnu1w/pRUXvy2mC+/+hqtRjBp0iSsVmu3E6PJZKKjo4OdL71EvMVCuUFPCvYMD+dk38KFCzl06FB3xzBlyhRMJhOHDx8GIDMzk9TUVLZt2wbYswdmzZrF+vXru0+iRYsWsW/fPurq6gCYPn06LS0tHD16FIDs7GwSEhLYscOe5x4fH8/06dNZu3YtUkqEECxevJiOjo7uVYmzZs2ivr6eIofl8ejRo4mOjiY/P9+t4wT2FEa1jlNraytr1qzpc5ziTlsIa9exeeNGOhwxXrBgAceOHeuuLDVp0iSOVLcwJQHWrFlDeno6GRkZbN68GbD/HM/Ly1P0OLW2tmKz2RQ5Tvn5+d2OkGocJ7PZzMJx9kynD9fvItWaMeBxivzwQ6KEoG7eXPY4zp+hfJ76O05Wq5WWFvtcg16vx2Aw0NZmH4LSaDRERkaetE1UVBSdnZ3dn42wsDCklN3HUa/Xo9fraW9vP6kN5/7ONjo6Ok7K4jn//PNZtWoVWq2W733ve2zZsoX58+ezfPlytFotERERJ7URHR1Ne3s7VqsVk8nED3/4Q7Zv3058fDwvvfQSubm5FBQU8OSTT/Lcc8+h1WoJDw/vPu+dvwweeuihntlCSbhCSjnoDcjq7zbIPguA1T3uPwg82Gub54Bbe9z/EpjTu63Zs2fLoVJTUzPkfZXmf1tKZNYDH8qi2tZ+n3dqLfvpz2TBxEmyq77el/I8JpBiOxiutDa8974sGD9Bdh465HLfls4umfXAh/LvXx1WS14fgjG2s373mfzFu/mDbl98+x2y8NzzVNFSUFAw6DZms1mV13by97//Xf7lL3/pvv/FF1/IlStXygsuuMCt/Z999ll51113SSmlfPXVV+VVV13V/dwZZ5whi4uL++zT3/sGtkkX/bNb4whSymIgDrjIcYtzPDYQW4FcIUSOEMIAXAP0Ln/0AfarfYQQSdiHfo66o8ldAiktzjnBe7S2/0kwp9bOggKilp6OLl7dYh/eEkixHQxXWsOnTwcYcLhnzUH7VXtuiu8mBYMxthnx4QMmLwB0VVXRtmED4Y5f7P5AqpzO2dOWGeCMM87wyBtoxYoV3HzzzQBcfvnlfPnll92afWrLLIT4P+wTse85HnpNCPFvKeXfXO0jpbQIIe4BVgNa4AUp5T4hxO+wfxOtdDx3thCiALAC90sp67x4P304fPhwwFjcjkmORCPgo90VnD4+pc/zhw8fJi0yEvPRowG7aKsngRTbwXCl1Tg6h8jTTqN9c1/PFCcbCuswaDUsGpespsSTCMbYThoZw5tbSimtbyfTRfZT5759ICVxl1+muq7KP/wB0/6+tswWqxXdEHPsjRMnkPbLX7p8vrct81DoaeVstVqJjY2lrq6OpKQkxWyZ3R3jvx2YJ6VsAxBC/BHYCLjs+AGklB8DH/d67Dc9/pbAfY7bsCcxysiCMYkDFmVpeNs+Phe58FRfyfrOEz51Cm3ffIOtvR1NRN8Oq6S+jUkjYwjTe78gZzhzZV4mb24pZd/xZpcdv8kxnxXIacreoKQtc3/42pZZYL8id2J1PBbw9CyCEAiMS41mZ0lp9+RbTzIzM+l89130GRlE+PGnsLsEWmwHYiCt4TNnAdDw5psk3n57n+eLatvJy/btsFswxna0YyizrKH/4R4pJU0frMCQk6O4BXN/uLoy7+zsVK2IeW9b5qGQnp5OaWkpGRkZCCFoamoiMTER8L0t84vAZiHEw0KIh4FNwPNev7oPSA0wu4P0uHDazVYa27v6PJeamkpH/m7Cpnpvu+oLAi22AzGQ1siFp2LIyqJ92/Y+z9W2mihv7CAnSf2OqifBGNvYcD3RRp1LF1pLRQXm4mJiLrrQl/L6oFfREK63LfNAPPjgg7z//vt9Hr/44ou7i7KvXLmSpUuXdl8k+tSWWUr5NHArUO+43Sql/IvXr+4DnOlygYKzA/msoG8+/+6XX8FSXU2E4wo00Am02A7EQFqFEBjH5WLup4j1R46FW74c34fgjK0QgjEpUXy8p39Pqk7HorTI+fN9qq83ztRMtehpywxw2mmnceWVV/Lll1+SkZHB6tWrAdizZw9p/Sxgu/3226mrq2Ps2LE89dRTPP74493PKWXLPGDHL4SIcfyfABQBrzluxY7HQnjI4nHJxIbr2VDYdw7b4PhgxF11pa9lfefRZ47CfOwY1sbGkx4vqmsjwqBlZmacX3QFG5fNTKe21dTvVX/bum9ACIzjxvlBme9YtmxZ9xU7wDfffENNTQ0dHR2UlZV1F2Lp6upiQT9eRWFhYSxfvpzCwkLWrFnD6NGjgRO2zOcpkPgx2BW/0zRtO7Ctx815P+CJcdNr3VfotBqmZcRS3M8HI+x4OcYJE9CoNP6oNIEW24EYTGv00tPBZqNp1YcnPV5S186ohAif10MI1thOdRQdKuqVsiylpOmjj4jIy0PrZ68ctQuxuGPLDHRf+Q9ET61K2jIP2IKU8kLH/+oXGVWJWbMCb9gkIz6czwuqTnrMdOQI2j17ibjuWj+p8pxAjK0rBtMaPns2mthYTI6VtU4OVrUwZWSsmtL6JVhj6zSxK6o7+cLGUlWFramJ6PMUd2XxGLULsQB9Cq8MlZ5ac3Nzyc3NVaRdd22Zv3TnsUCk51hboJARH0Ftq5mjPWrwOicW42+40V+yPCYQY+uKwbQKITBkZWEuPTHOv7uskbKGju6rWF8SrLFNjDSQGGng/Z1lJ23Tvt1+focFwDBPT6uEQEctrYON8Yc5xvKThBDxQogExy2bvoZrAUkgGjJdMHUEwEmGbebiYqROhyE7y1+yPCYQY+sKd7QasrLo3L0Hi8PXpuC43ZvmwmkjVNXWH8EaWyEEV+Zlsre8mZbOE5lrTe++hwgP73ZEDeFfBrvivwv7eP4Ex//O2wrg7+pKG75kJ0WSFhPGkR5X/B2787GkpAS0G+dwJ/aiC7G1tdHuMF8rqW9HpxFkxIeKr3jCjEznOL99uEdKSce+fcReeAEaBXLQQ3jPgL2MlPKvjvH9n0kpR0spcxy36VLKoOj4Fy1a5G8J/TIqMYKyervLYFdFBR3btpO86DQ/q/KMQI1tf7ijNWLuXMBe/QyguK6djPhwtBrfr1UM5tg6PakKKuwr1C3Hj2NrasIYIKt1Q4VY3M/j/5sQYoqjTOJNzpsqihRm3759/pbQL6MSIiioaKapowtT4REAaicExgfDXQI1tv3hjlZNWBi6tDS6iotpM1n46kA141LdN9dSkmCObU5SJPERet7YYrdtrnvxJQAiAmTC2mnrrGb7ixcv7s7qOffcc4mLi+PCC91buLZu3TpmzZqFTqfjjTdOVKOtqanh3HOVmRx3d3L3t9h9ef4GnA48AVysiAKVcXqZBxrnTUmj1WTh6wPVmI8dA6AhPDjSOJ0Eamz7w12txjFjaP1mPQeKqunosnLOZN9XiILgjq1Rp+WymRkcrGzGZpN07NlN+OzZhE2Y4CeFJzNYmqW3vPDCC1x++eXdxdbvv/9+Xn31Vbf3HzVqFC+99BLXXXcdNtuJhXDJycmMGDGCDRs2eK3R3QHlK4AzgEop5a3AdMD3qQ7DiEXjktFpBIerW2jbuBFtbCy2IMrdHq7EXnop1vp6arfai5tMDy3cGhKjkyPp7LJR2dxJV0kpxjFj/C3JZ3hry5ydnc20adP6XW9w6aWX8robFeMGw92VAB1SSpsQwuJYzVsNBIWL1HSH33qgoddqyIgPp6yqkda1a4m54AKmz5jhb1keEaix7Q93tTrH+VsPHkaIcWQm+GcyMthj6zRs27D5AFMaGjBk+T5b7Zu3D1Fb2trn8f4MEt0lKTOK065ynZKqhC1zTwwGw0n38/LyeOihh7xu190r/m1CiDjgP9izenZgt2UOeAI5Z3dMchSHt+8Hm42oJYsDWmt/BJNed7XqUpLRREdj2bGNUQkRGHX+sWIO9tjmZSeQFGWk+t0PAIiYN8/HqlwjUa8Qi9K2zD2HesDHtsxSyh86/nxOCPEpECOl3O31q/uAo0ePMmrUKH/L6Jcr8zJ57cvPATDm5AS01v4IJr3uahVCoMnOYVzBHs6d4LpkqdoEe2wNOg2n5SYR9m0RutRUwqf4Pn/f1ZV5S0uLR0MvnqCELXNPeq/n8IktsxBiVu8bkADoHH+H8IJZWXEsLt+FTavF4DBiCuF/WpeeR5i1i4Vh6ro4DndykiJJaKhElx20ji8eo4Qt80AoZcs82BX/UwM8J4GlXitQGaXG2tQgKdLA9NojlI6fxeSwsIDW2h/BpNcTrUWJo5gApDdWqKZnMIZDbCcmhZPWWEZxxFQCqevvPW6uNE5b5jPPPBOw2zIfOHCA1tZWMjIyeP755znnnHPYs2cPF1/cNzly69atXHbZZTQ0NLBq1Soef/zx7pRZpWyZBzNpO93rV/AzCQmB6x5ta2wk2tzO24Z0lnRZA1prfwSTXk+0vl4heEQIDBvWwpWXqidqAIZDbOeU7KJC2tiRMJolvpU0IEq4Ww7EsmXL+POf/9zd8X/zzTf9bufKlnnOnDmUldm9jqxWa3daKNgLs6xYscJrje7m8d/U383rV/cBO3bs8LcEl3Tu3w/AsfAkDlS2BLTW/ggmve5q7bLa2FXVQVNqJh1+fH/DIbbmI4XYhIbVceN9rGhg1C7EoqQtc0+tNTU13HfffcTHe18G1N2snjk9bqcBDxMkC7gCmaZ33wWtlsNxmRyuCp4sjuFMaX07Fpuk88zzsVRXYwmihVSBhrmomI7EVA7WddLYbva3HJ9y2223nXSlrgTJyclceumlirTlrmXDj3rc7gRmAUFheKHEt6NatO/aReSSJXRGRrNqd0VAa+2PYNLrrtb8skYAEibbV5maDheqJWlAgj220mqlfds2tDn20f2P9vhvvqQ3SnfIaqKW1qFaQbZBQM3XuCRQF8LY2tuxHK8gYuoUJo2IYWdxA1OnTvO3LI8I1Nj2h7tal28rI8KgZew8+/ad+/aqKcslwR7b9q1bsdbWknXO6cSE6dhf0ewHZf0TERE8bqtqaXV3jH+VEGKl4/YRcBDwLA/JT6xdu9bfEvqlfcdOAAyjRnHNnExaTBbeXb3Gv6I8JFBj2x/uaJVSsqesiUtnphM5IhVNTAxtmzb7QF1fgj22TofT6DPPJDc1mkOVfVfQ+otgXxynBO5Obz/Z428LUCylLHO1cSAhpXqr9Lyh+ZOP0UREELlwIbkN9kmgshZ1zaOUJlBj2x/uaK1tNdNisjA+NRohBNGnn07bRv8sUA/22JqPFSEiItClpjJ5ZC2vbiqmsLqFsSn+cTsNcTLujvGvxX6VH4t9AVfQlAfydZFsdzEXFWOcNBFtTAzjUu3TJV+VBE1YgcCNbX+4o/XbI7WAvVYCgCEnB0t1Nba2toF2U4Vgjq20WGj98kuMY8cihODWU3OQEtYcrPGTQt/irS3z008/zaRJk5g2bRoXXXQRxcXFgH9sme8AtgCXY3fq3CSEUKaasMosXrzY3xL6xVxc3G1cFR2mZ9aoOGq79H5W5RmBGtv+cEfrR7srSIk2smB0IkB3GUxTUZGa0volmGNrOnyYruPHiXF0UjlJkaTHhbPucK0/5PVBLbsGJ97aMs+cOZNt27axe/durr76an7+858D/rFlvh+YKaW8RUp5MzAbeMDrV/cB+fn5/pbQB3NpKdbaWow5J+bHz5iYSkVT50l1SgOdQIytK9zRerCqhTnZCYTp7R9Yp5Vw88pVqmrrj2COrenwYQCiFp+ozDUjM451h2qobTX5VFt/qJ3H760t8+mnn949qTt9+vTuxVzge1vmOqDnLEOL47GAp8FRODuQaP7wQwCilp5wvMhNsQ/3bDlWzxkTU/2iy1MCMbauGExrl9VGaX07F00b2f2YMTcXfXo6pkLfp3QGc2xNx46BEOgzTzi3Xzt3FB/tqWDz0Xou8FHx+q9f+jfVxUf7PG61WNEO0XU1JWs0p9/yfZfPK23L/NJLL3Heeed13/e1LXMhsFkI8bCjGtcm4JAQ4j4hxH1eq/iOYTpciD4jA2MPY7b5YxIxaOCVjcV+VPbdZVX+cWwSxqedfGUWPnMmZj8M9QQrUkqa3v8A4/jxaHp44szNScCg0/BZQaUf1amPkrbMr732Gjt37uT+++/vfsyntszAEcfNidMsIuCn6GcFSJ3PnphLSzH0srGNCdNz8bQ0PjtQi80m0fihwLenBGJsXTGY1k1H64gN13P+1JOvRg3Z2TR/9BE2kwmN0aimxJMI1thaGxqwVFaScPPNJ21j0GmYOCKGT/ZW8scua/dwmpq4ujLv7X+jJErZMn/xxRc8+uijfPXVVxh7nHc+sWV2IqV8REr5CHa3zqec93s83i9CiHOFEAeFEIVCiF8MsN33hBBSCJHn+VsYmPr6eqWb9ApbZyfmY8fQp6f3eS4nVkNzp4X1hYExCTYYgRbbgRhM68GqViaPjEHb6wvXkJMNUtLq47z6YI2tucj+i9WQk91nu1tPycZssbHvuH8Xc/X2uFcSJWyZd+7cyV133cXKlSv7GOApZcvsblbPFCHETmAfsE8IsV0IMWBlBSGEFngWOA+YBFwrhJjUz3bRwP8BqqyUKQqwn+mta9Zga20laknfrI10YR8r/TiAlrcPRKDFdiAG0trQZmb/8WbGpvR1IYlauBCAjp27VFLWP8EaW/Mx+5i6YVTfUounjLFnS63YVe4TXa4wm9X1DXLaMjs57bTTuPLKK/nyyy/JyMjoNmfbs2cPaWlpffa///77aW1t5corr2TOnDknWTf7xJa5B/8G7pNSfg0ghFiCvQzjKQPsMxcolFIedezzFnAJUNBru98Df8SeOTTsMR06DBoNkY4OpSdxYRqWjE9mZ0mj74V9h/lgVzlmq42Lpo/s85w2NhZj7ljMpSV+UBZ8NL3/AZroaAxZfauHpcSEkRpj5POCKh65eHJQrVXwBG9tmb/44ovuv3tXC1PKltndjj/S2ekDSCnXCCEiB9knHSjtcb8MOKnwpqOKV6aU8iMhhMuOv6KigvHj7dauRqORW2+9lZkzZwKQmJjI5MmTWbdunf0N6XQsXLiQHTt20NzcjNlsprW1laqqKkpL7XJyc3MxGo3s3Wv3YUlJSWHcuHHd39JGo5EFCxawbds2WlvtS83nzZtHWVkZ5eX2q5Xx48ej1WopKLB/j6WlpZGTk8NGx0rP8PBw5s2bx+bNm+no6ABgwYIF1O7bizU+nnUbNzJp0iSsVisHDx60Bzkykilpkaw5WMPrH37F+LQY8vLy2LhxIyaTPQ1u4cKFHDp0iOrqagCmTJmCyWTisCOFLjMzk9TUVLZt2wZATEwMs2bNYv369d0/cRctWsS+ffuoczhPTp8+nZaWFo46ltlnZ2eTkJDQbbcbHx/P9OnTWbt2bXeh6sWLF6PX61mzZg1gH+etr6/vvvobPXo00dHR3al+gx0nsGcsqHWczGYza9as6fc47So1kBCmoa1oN2uK7Mfp2LFjVFbaJyIzklNoP3qs+72mp6eTkZHB5s32H6lRUVGKHyez2YzNZlPkOOXn53dn3qhxnOLj46mtrWXv7t2k7N4NixdjlZL1jnj1PE5npkte32/iSGUDsrXO689Tz+Pk/Dw5bQ70ej0Gg4E2xwI8jUZDZGQkUsrubaKioujs7Oz+bISFhSGl7D6Oer0evV7fnQLqbKOnlUJUVBQdHR3dC7amTZvGwoULaWxsRKvVYjAY0Ol03W1otVoiIiJ45513utuJjo6mvb29u42IiAgsFgs2m42WlhYMBgP19fX84Ac/6G4rPDy8+7x3Di099NBDLF++3CnNde1QKeWgN+y+PL8Gsh23h4D3B9nnCuC/Pe7fCPy9x30NsAbIdtxfA+T119bs2bPlUKmvrx/yvkpjs9nkkQsvkkU33dzv8/X19fJwVYvMeuBD+dRnB30rbggEUmwHw5XWNlOXnP37z+QtL2x2uW/Fo4/K/VOmyi4fvt9gjK35+HFZMH6CrH/zLZfb7ilrlFkPfCj//Lk653dBQcGg23R1dany2mrgrtb+3jewTbron91N57wNSAbeA951fJMMtnK3HMjscT/D8ZiTaGAKsEYIUQTMB1YqPcEbSAthTAcOYDp8mMhTT+33+fz8fMamRDEhLZqdJYGfxx1IsR0MV1rti4rMXDE7s9/nAWLOPhvZ1UXr12tUUteXYIyt2fELQJ+R4XLbCWnRRBq0fHWg2ifa+sP5iyEYUEvrYMXWw4QQ92Ifh98HzJNSzpZS3iulHKxn2grkCiFyhBAG4BpgpfNJKWWTlDJJSpktpczGvjbgYinlNi/eT0DjzAePGmQ5/qyseL45XEtFU/CcoMFKflkTOo3gzEkpLrcJnzYNhKCr3L+TkoFO80cfg0aDcewYl9votBpuPTWHfceb6TAHlynhcGKwK/6XgTxgD/bsnD+527CU0gLcA6wG9gNvSyn3CSF+J4TwWfWuxMREX73UoJiL7ROEhsz+r4icWi+baU/1/HK//66K3CGQYjsY/Wntstr4eE8FY1OiMA6wklMYDOhGpGEu8d0EbzDGtmPnTiIXnoq+n0yVnszOisdqk7y11T8T5qFCLIN3/JOklDdIKf+Ffcx+0SDbn4SU8mMp5Tgp5Rgp5aOOx34jpVzZz7ZL1Ljanzx5wKxTn9K2YQO6lBQ0LoorOLXmZcWTFGVg3aHAdjMMpNgORn9a95Y3UVzXzvXz+6Ye9saYM5qO3fnIQeqoKkWwxVbabJiLijCOzR10+9Nyk5iRGee3VepKLIDyFWppHazj73YMc1zBBx3O7AR/YzObad+xA+ME14WnnVqFEMwcFc9nBVUBXas0UGLrDv1p3V3WBMCZE10P8ziJWno6XcUldOTvVlxbfwRbbC2VlUiz2eWv2Z7otBoun5XOsdo2vtxf5QOFJ+PMhFGLnrbMu3btYsGCBUyePJlp06bxv//9b9D9TSYTV199NWPHjmXOnDndGVh79uzhlltuUUTjYB3/dCFEs+PWAkxz/i2ECJxaakGA+VgRWK3E9nDtG4ir8+yTjZuPBc8KzmBCSskbm0tIijKQFhM26PaR8+yZyF3lQVF/yOc0rbIbDxonTHBr+0tnphOm1/DmltLBNw4yetoyR0RE8Morr7Bv3z4+/fRT7r33XhobGwfc//nnnyc+Pp7CwkKWLVvGAw/YjZCnTp1KWVkZJQoMOQ7Y8UsptVLKGMctWkqp6/F3jNev7gN0OneXKqiL+Yjd4dE4dqzLbXpqXZibhF4rArp4RaDE1h16ay1v7OBgVQu3nprj1kIi/Uj74i5fTfAGW2w79+7BkJVFhGN9zWDEhOm5Oi+TL/ZXUVTr+0I3atLTlnncuHHk5tqHv0aOHElKSgo1NQN/plesWMHNDq+jSy+9lC+//LK7ytlFF13EW2+95bXG4Dm7hsjCflbI+oPWtWtBp8MwgF1rT61hei3nTx3BW1tLWHb6GDLiA69AdKDE1h16a93hWB29cKzrNS490UREoEtJwXzsmNLS+iXYYnv0iT9h6OE26w43Lsji5Y3FLN9eyv3nuPdLwRMaVx3BfLz/L5Wh5ssZRkYSd5HrrKWBbJm3bNmC2WxmzBjX+wOUl5eT6bC0jo+PJzY2lrq6OpKSksjLy+Pxxx/vLs4yVNzN4w9anKsa/YmUkubPPidq8eIBHR57a/2/M3KREl4NUKvmQIitu/TW+tKGY0QZdX1smAcifPo0mj/7HJvKhTwgyGK7eTOmQ4f6OM4OxtiUaPKy4vnf1lJaTb6bQrTZ1Jugd2XLXFFRwY033siLL76IRuN+t9vWq+ynr22ZgxbnMnN/Yq2tRXZ0ENmPL0dPemsdnRxFbkoUb2wp4adnj8egC6zv6UCIrbv01NrZZSW/rInbF+Z4ZA8cfe65tHz+BebSMsLGj1NDZjfBFFvzmrWEA2FDcI286ZRsfvzmTr7cX8UlM/o61nqDqyvz3v43StKfLXNzczMXXHABjz76KPPnzx+0jfT0dEpLS8nIyMBsNtPU1NSdMutTW+YQ3uFc0WgY5Xp1qCseOHcCLZ0WVuV7/y0fws5Huyuw2iR5WfEe7WdwWGmHFnKdjM5xBRpzztke73vB1BHER+j519qjdFltSkvzOb1tmc1mM5dddhk33XQTV1xxxUnburJlvvjii3n55ZcB+OCDD1i6dGn3PJRPbZmDmbw8xS3+PabNYSrmLK7uiv60LsxNIlyv5YUNvhlb9oRAiK279NT6r3VHyIgPZ2Gue+P7TvSO42cuUX/oLZhim9jejjF3LKJHxS130WoEP1gyhoKKZp+tW4lwsY5GKXraMr/99tusW7eOl156iRkzZjBjxgx27doFuLZlvv3226mrq2Ps2LH84x//4PHHH+9+Tilb5mHf8VdV+T5PuDftW7aiTU5CP8gYaH9aw/Ra7lk6ln3HmzlU1dLPXv4jEGLrLk6tu8saOVTVyk0LsogweDbSqY2LQ5uYSOtXXw++sZcES2yl2Uzntm0YcwdfuOWKW07JISHSwO8+LMBqkwqq65+urq7BN/KCZcuWdV+x33DDDXR1dbFr167u24wZM7p19GfLHBYWxvLlyyksLOSbb75htGPS3GQysW3btpNq8A6VYd/xO61j/Ynp2DGilywZNG3QldYLHOUA//6V74t+D0QgxNZdnFr/te4oeq3gwml9vfcHQwhB7CWX0L5tG1LlziNYYtuyZg10dBDt8J4fCgadhp+cmUtxXTsv+uCXrdod/6xZszj99NO7LZZd4SzIMhA9tZaUlPD4448rkuo77Dt+f2NtbMRaV4chx7NUt55kJ0Vy+cx0PiuopL4tcFfyBjp1rSY+2l3BJTPSGRk3tAky45jRYLPRFSRX5GpjPlYEDG48OBjXzB3FhLRo/rT6IJVN3tes9Te33Xab4j47ubm5LFmyRJG2hn3Hn+vFT1AlaN2wAXB0GIMwkNZr542is8vGX744pJg2b/F3bD0hNzeXt7bar6KvyvN8kt2JPt1uSWAuVnecP1hiay4uRiQkoIkcrC7TwOi1Gp68cjomi42fv6uuLYZxgJTqQEMtrcO+4/f3QW5bb+/4w2cPPlk3kNY52QlcPH0kr28uoaxB/Txyd/B3bD1BavQ8v/4YMzLjmJuTMPgOLnB+gbdv3aqUtP5fJwhiK202WtesQTdI0oK7TEmPZdnpY1h3qIa3t6o31BVMJR/V0jrsO35n2T5/YTp6hIj589FGDX5FNJjWe5aOxWqTPPrR/u4l3P7E37H1hFe+3k19m5krZg9uIjYQuuRkIubPp2llH4NZRQmG2JqLirDW19PghjGbu/xoaS6jkyP5/UcFFNepY+XQO88+kFFL67Dv+P2JlBLz0WMYR+co0t641GiunzeKT/ZW8uneSkXa/C5gttj4rKiL1Bgj1831bHVpf0SeegqW4xVYm5oUUBe8mArtyQYmBS2kw/Ra+5BPl427Xt3u0xW93yWGfcefkjK45a5amPbvx9bSgmH0wN4cTtzR+sjFkxkRG8bP391Ng58nev0ZW09YX1hDUbONHy3NRaPx/qdzmMOBsvPAQa/bckUwxNZ85AgACVOnKtrurFHx/OnKaRyobOGuV7fR3KlsFo7aBnje2jKvW7eOWbNmodPpWLVqVffjNTU1nHvuuYpoHPYd/7hx6i6tH4imVR+CTkf0We6lurmjVafV8NSV02nptPDge3u8legV/oytu5gsVv7w8QEiDVqvh3mcdHf8e9SbhAyG2DZ+8AGGrCzGTZumeNuXzEjn4YsmsaGwjuv+s4maFpNibYeFDW7D7Q3e2jKPGjWKl156ieuuuw69Xt/9eHJyMiNGjGCDI2HEG4Z9x+9cQecPzMXFGEePRp+a6tb27mo9ZWwS18zJ5NN9lazY5T/7AH/G1l3+vfYohdWtXDFW65Evz0DokpPRjxpF+7btirTXH4EeW2tzM13FJUSedppqWm85NYenrpzO/ooWzn/mGwqrlSmgonYhFm9tmbOzs5k2bRoajabPGP+ll17K66+/7rXGYW/S5k/MJcUD2jB7w0MXTuLbI3Xc/85uxiRHMSU9VpXXCWaK69r4+9eFzMiMY0mmssNiYZMn0bmvQNE2gwmTY5gn8tRTVH2d783OYERsGD94fQc3Pr+ZD3+0kMQo9zKePvnkEyor+86FWa3WIefYp6WlDbhyVglb5oHIy8vjoYceGvL+Tob9Fb+/0uK6KisxFx7B6MHCLU+0Rhl1vH7HPPQawe0vb2Vvue8nGgM55dBmk9z5ir2E85+vnqH4z3tDVhZd5eVIszrzLIEcWwDTQfv8hnHsWNW1njI2if/clEd1i4mL/76BkrrASGfuD6VtmXunc4Zsmd2kPy8MX9D86acAxFxwvtv7eKo1MyGC1++cz60vbuHa/2zin9fP9th4zBv8FVt3ePbrQg5VtfLkldPJSYokJ0lZrYbsbLBaad+xg0g3rHY9JZBjC9Dw+ht2/6n0dBZkDn1BnLvMzUngldvmcsfL27jk2fU8f8scZo0a2F1VCU8bT1HClrknvS9YQrbMbrJt2za/vG5XSQma6GiM410XV+/NULTOyIxj+d0LiA3Xc8Pzm3l9s++KtvgrtoOxtaiev31VyPzRCVw2026lrLTWaMfS+ZavvlK0XSeBGlsAm8mEqbCQuCuuQGg0PtN66tgk3r5rATqthmv/vYmtRUOrR927uImSKGHL3JPeXyIhW2Y3UXsixxXm4hIMmZkerbwbqtaxKdG8+4NTmJeTwK/e3+sz735/xXYgqps7ue/tXcSE63nyyuloHembSmvVxsURNmUK5sIjirbrJBBj66SrtBSkxOhIU/al1qkZsbx79ynEhOu5/r+byS9t9LgNm01d339vbZm3bt1KRkYGy5cv58c//jGTe6yTCNkyBzCWujraNm7EOEH5OqKuSI0J4+Xb5jIhLZofvbmTVzYW+ey1A4WDlS1c+uwGyhs6+OP3pqpep9iQnY25qEjV1whEnNlMBoUWJnrKqMQI3rl7AXqN4Edv7qSxPbCMC721ZZ4zZw5lZWW0tbVRXFzMvn37up9buXIlN9xwg9cah33HP2/ePJ+/Zkf+brDZiPFwjNFbrWF6LW/fvYA52fH8ZsU+Hlm1T1VrB3/E1hVbi+q5/B8baDNbee2OeZwx8eQUWjW0GrKy6Dp+nK5+Mke8JZBi25vmTz5Bm5xEmCNN0R9asxIj+es1Mympb+c3K/YNvkMPIr00lBsMJW2Ze2qtqanhvvvuIz7es8px/THsO/6ysjKfv6b5qP3nf/h0zxa2KKE1JkzPG3fO58JpI3hxQxH3/m+XasUt/BHb/nh7aynX/HsTYXotr98xj1PG9J3gVkNr9NlnAdDixgfYUwIltv1hOnzYXl/CUXHLX1rPnJTK92ZlsDL/OOsP17q9n1mlTKyeKGXL3FNrcnIyl156qddtwneg4y/3Q33UzgMH0SYnoY2J8Wg/pbTqtRr+du1Mbpg/ihW7jvOASja3/ohtbz7dW8nP393N9IxYPvm/01yuZ1BDa9j48WgTEro9a5QkEGLbH5baWqz19RjHju1+zJ9aH754EqkxRn7w2na3V/eqXYhFSdTSOuw7fl9ja2+n5fPPCZ+q/DJ2TxBC8PtLpnDF7Aze2V7Gm1tK/KpHaaSUvL65mHve2MGEtGhevX0eKTHqLsXvD8PoHExHA68eslo0OrJQwhT25xkq0WF6nr95Di0m/1uYBBPDvuMf70E6pRKYjhxBmkzEXnShx/sqrdXZ+c8cFcevP9hLYbWyNXt9HVsnUkp+u3Ifv3p/L/NGJ/D23QuINA68JEUtrcbRY+jYvh1L/dBSC13hr9gORseOnehGjiB85szux/ytdUp6LN9fNJov9lfRbh7czTPQF8f1JFSIZYgoXf5sMEyH7T/7h5LRo4bWcIOWp6+agVVKfvneXjq7Bp5w8gRfxxagpbOLn76dzysbi7lydgYv3DKHmDD9oPuppTXGkVrXvmmTou36I7buYDp8mIgZM05KUw4ErfeemcvopEiaOyyDJjQESyGWdrOFFpNVlQQNVTt+IcS5QoiDQohCIcQv+nn+PiFEgRBitxDiSyGEMqV8elBQ4Fs/lbaNGxFhYRiGsJpRLa05SZE8fNFkthTV88SnylkJ+zq2VpvkvrfzeW9nOT9cMoYnrpiGUedep6OW1vCZM0CjUXyc39exdYeuykq6ysow9nIODQStEQYdy04fi8UmqW0dePJW7UIs3toyP/3000ycOImZM2ZwwXnncqzIvigzKGyZhRBa4FngPGAScK0QYlKvzXYCeVLKacA7wBNq6fEF0mql5bPPiDz1VITKnt+ecvMp2ZwzOZUXNhxjZ0mDv+UMiX98XcjnBVXcvXgMPz93QkBcuWkMBgyZmXTuP+BvKarTtMJedSzq9KV+VtI/35udgV4rqGszYVMpk80dvLVlzp04hVdWfcn7X3zL9y67hAd/8QAQPLbMc4FCKeVRKaUZeAu4pOcGUsqvpZROx6VNgHI13Bz0tzJOLbpKS5EmE9FLh/bBUFvrE1dMJzZcz12vbldkyMeXsd1Z0sDTXxxi1qg4HjjX8zFlNbWGTZ5M67p1WAf5QHuCL2PrLqaDB9BnZBA2/uQr/kDSGh2mw2yx0TDAoi61C7F4Y8tc32Yia+pcYqKiGJsSycJTFpyULhsMtszpQM+KyWXAQCs9bgc+UVpETo7vVhd2HjoEgDF37CBb9o/aWmPD9fz+0in8+M2dvLmlhFtP9e71fBXbzi4rP3htB5EGHf+6MW9IV/pqao299BKaP/6Yzv37iVTIXM2X5627dOzd12eYBwJLa4RBh0anpbrFRE35E7S17e+7kZQwxF+L0VETGTfu1y6f98aWuaKpg5oWE1FGHdmJkWg0gtdee+0kszmlbJkDYjxCCHEDkAcs7u/5ioqK7swBo9HIrbfeykxHVkFiYiKTJ09m3bp1gP3bfOHChezYsYPm5mZaW1tZsmQJVVVVlJbav4dyc3MxGo3dBa1TUlIYN25ct7+G0WhkwYIFbNu2rduHZN68eZSVlXXnLI8fPx6tVts9vpmWlkbY228j9Xo2V1YS3tHBvHnz2Lx5Mx0dHYDdcfHYsWPdHuGTJk3CarVy0GFxazKZWLRoEZs3bwYgKiqKvLw8Nm7ciMlkz1FeuHAhhw4dorq6GoApU6ZgMpk4fPgwAJmZmaSmpnYbZ8XExDBr1izWr1+PxWIhSkrGpUTx5Or9ZJqK0GkE06dPp6WlhaNHjwL2QhAJCQns2LEDsBtPTZ8+nbVr1yKlRAjB4sWL+eqrr7qdAmfNmkV9fT1FDguD0aNHEx0dTX5+vlvHCewndX/H6c5XtlHZbOVXi1OID9eyZs0aj4/Tli1biIqKIi0tjZycHDZu3AjY3RQ9PU7p6elkZGR0H6dok5kI4MDXX9Oi0HFqbW3l/PPPZ9++fdTV1QEM+Tjl5+fT0NDg1XHa9dZbGEtKqJ89i/jW1pOOk9lsZtasWYp/noZ6nOL0kpoOG7auLpASq83561ag1WqxWK3d/b5Wq8Vms3VPoGo0GpBgk3Y/HyE0CCGwOdrostjz6ltaTmTIRUVF0dHRgdVqpaKigri4OEwmU/fiK4PBQE1NDddffz3PPfccnZ2dREREnNRGB3pqWkxE6gVJRhtS2njxxVfYsmULn3zyCSaTCa1WS3h4OOXl5bS3txMeHt4dT+e8xUMPPcTy5cudzbq26pVSqnIDFgCre9x/EHiwn+3OBPYDKa7amj17thwqX3/99ZD39QSbzSYPzJ0ny352/5Db8JXWz/dVyqwHPpR/+vSAV+34Qu/qvRUy64EP5ROf7veqHTW12qxWuX/GTFnyw2WKtemrc8Fdav79b1kwfoLsqqvr81wgaS0oKJA2m03uP94k95U3SovV1meb5uZm1V6/vr5eZmVlnfRYU1OTnDlzply+fHm/+7R0mGV+aYM8WtMqrQ69n3/+uZwwYYI8cuTISds2NzfL9PT0Pm0UFBT0eQzYJl30qWqO8W8FcoUQOUIIA3ANsLLnBkKImcC/gIullNVqiFDCu9odLNU12JqaCJ8+fcht+Err0gkpzBoVx6ubiukwD32sX229bSYLv/+ogOzECO45PderttTUKjQaYs4+m9avv8bWrkyREF+dC+5iOngI3cgR6BIS+jwXaFqFEKTFhmGxSZo6+o71q5kU4Kkt8/J33qWkvgO9VkNGfDgajWDnzp3cddddrFy5kpSUlJP2CXhbZimlBbgHWI39iv5tKeU+IcTvhBAXOzb7ExAFLBdC7BJCrHTR3JDxlYFUh8NqtffElyf4SqtGI/jRGbk0dXTx5y8ODbkdtfX+afVBSus7+PWFkwg3eJcrrrbWqDOWgs2m2CreQDJpkzYbbZs2ET65/w4nkLQ6iQ3XY9BpqGjqxNYrDz4qKkrV13bXlnn3nj2IiDgsNhuZ8eHotfbu+P7776e1tZUrr7yShQsXcvHFF3e3rZQts2pDPUrevBnq2bRp05D39YTjD/1aHpg5S9pMpiG34SutTm747yY55TefyurmziHtr6be443tMucXH8rbX9qqSHtqx7bz8GFZMH6CbHjvfUXa8/W5MBAdBw7Y39s77/b7fCBp7Tnk0dhuH0JpajeftE1LS4uqGrZv3y5vuOGGQbdbsvRMmV/aMODnr7fW0047TdbX1/fZLpCGegIC50SQ2rTv3EF43uxux8Kh4CutTu49M5cWk4X/fHN0SPurqfe/3xzDJuFHS4eWIdUbtWNrGDUKTVQUDW++qUh7vj4XBqJ9q30COnJ+/1f2gaS1J5FGLRohqO5l3iZVtCoH92yZzRYrz7zyDlFGHcnRrm0ZemoN2TIHGF0VFZgLjxAxa7a/pXjE7KwEzpiQwgvrj1FYHTgVn3aWNPDChmNcMG0E0zPj/C3HLYTBQPy119K5dy+2AO0Ih4K02Wh67z10I0egT0/3txyP0Gk0JEYZ6DBbsFjVrbrVm4FsmaWUFDkKxmfEuz8/ErJl9gBfFK2uf/U10GiIPutMr9rxR4HtX10wEYtN8t4Ozz3V1dL7t68KCddr+cOlyjlA+iK2YdOm2sf5Dw193sRJoBRbNxcV0VlQQMINN7rcJlC09kdsuB4JVDWfuOpXuxDLYDR1dNHZZSU1xohhEMsRtbQO+47/2DH1LXM78vMJnzYNo4uFGe7iC629GZ0cxZzseF7+tsjjEnZq6N1d1shXB6q5fFY6sRGDm6+5iy9iG+6ojdr4wQdet+WPc6E/OvfZ8+ojTz3V5TaBotVJz+GRCIOOKKOOls6u7seda2L8gZSSqmYTGiFIjBzcedMdrUMZuhr2HX+lCmXxeiJtNkz792Oc4L01rdpaXXH34jG0ma2s86CKESiv12qT/Pyd3YTrtdx/jrL1in0RW/3IkUTMn0/7txu9bstf50JvWr/+GnQ6jDnZLrcJFK0AYWFh1NXVndQZxkXoMVtt1LfZL2wslsGtm9WiqsWEyWIlPS4crWbwtNLBtEopqaurIyzMs1oUAbFyN5hpWrESW3s7EbODa3y/J4vHJRMfoefZrwq5YOoIt05INdhR0sCByhYeuXgyseHKXe37koi5c6h95m9YW9vQRvl3SMFbbCYTzZ99RuyFF3qVtOBLMjIyKCsrO8kPR0pJfYuJ+nJIjQmjs7PT445SCWw2SUVzJ0adBl2zkUo3PmbuaA0LCyMjwzObs2Hf8U+a1NsQVFnaN21Cm5BAzIWeF17pjdpaXaHTavj+ojH88dMD7K9odlm+sDdK6330o/3otYJLZyg/ieir2IZPsy/ga3jjDZK+f+eQ2/HXudAT08GDYLEQtfT0AbcLBK1O9Hp9v95BOzYV89AHe3nt9nmMS7f1WRjlCx5ZtY8XN1Twzt0LmJTddyFcf1RXV6uiddgP9QxW6d4bpM1G+86dhE2erMhqQDW1DsYVszMQAv78ufsTk0rqrWzqJL+skQunjVR0bN+Jr2IbeeopGHPH0vbtt161489zwUnzJ58CEDZx4oDbBYLWwbhidgZxEXre3lbqF73bi+t5+dsiLp4+kjw3O31QL7bDvuN3GmupQds339BVUkLUaQsVaU9NrYORHG3k9lNz+PJANYer3CvRqKTe339YgACWne7dBLkrfBVbIQThM2fRWVDgVb64P88FJ80ff0zEvHmDFhUKBK2DEabXct6UNFbmH2fdjn4cO1Xm+fXHMOq0/OYiz34dqRXbYd/xq0n7tu2g1xN39dX+lqIIdy8Zg14rhryga6i0my18uq+Sa+aOYmxKtE9fWw0i5uRha26macUKf0sZMl1VVViqqogeZJgnmPjBYvtiwM2Vvp3cPVTVwsd7KjlrUipJUYFR73fYd/zpKi06kVYrrWu+xpg7Fo1CBZHV0uouSVFGvjcrg/d3ltPS2TXo9krp/ftXhVhtkgunjVCkvf7wZWxjLrgA/ciRtH751ZDb8Pe5UP/CiwBEzJkz6Lb+1uouoxIjmJoey9pym08XdL21xW5ffd9Znvt4qRXbYd/xezrb7S6de/ZgOlxI7IUXKdamWlo94cq8TLqskme/PjLotkrotVhtvL+znLnZCZwyxrV9uLf4MrZCoyFizhxavvhiyG6d/j4X2rdtwzhpImFuTNz6W6snXDJjJHXtVrYW+ab8aFFtGy9+e4xzJ6eRneR5lpdasR32Hb+zWIbSdOzeDUDMBecr1qZaWj1hdlY880cnsHJX+aBj1Ero/de6o1Q0dXLjgiyv2xoIX8c26swzQEqaP109pP39eS6Yjh6jc98+ope4N8wTCOetu1w1JxMBLN9eOui2SvDmlhKktK+QHwpqxXbYd/xqIKWk7oUX0Y8ciT411d9yFOfyWRkcb+pk9b5BFubYoHVzBWW/+IayX3xDxRNbaVlfjnSz0HVnl5U3NpcwaUQMF00fqYDywCH6jDPQxMTQsXOHv6V4TNP77wEQc5H3KcqBRkyYntx4DSt3HaepffDhTG9o7uzixW+LyMuKJzMhQtXX8pRh3/Gr4b3dVVqKpbKS2O9drmi7avuEu8tF00YSptfw3o5yl9vY2rvI3qCj8f3C7ses9Z00fXiU8l+ux9o2+Ifqf1tLKW/s4PuLRiuieyB8HVuh0RAxcyZNK1dhqa/3eH9/ngtt324kfNYsjG7W0g2U89Zdbpwei8Um+XDPcZfb2ExW2vNraN9dg61zaJPB/1l3FLPFxi+HeLUP6sV22Hf8eXl5irfZ+P77AMScc46i7aqhdSiEG7RcOiOdzwqqKK3vO0ZtM1mpfHIbujbXV/YVv9+EtLieQLPZJP/bWkp2YgSXzlR/ctAfsU245WakyUT7li0e7+uvc6FlzRr7MM8ZS93eJ1DOW3e55qz5RBq0/Gvt0X6HM1s3lHP8t99S/+YB6t84wPGHN1L59Ha6qt2fr2kzWfjX2qPMzopnphcOs2rFdth3/M5izUohpaTp/Q8wZGVh8NKUrTdKa/WG6+fZx9zf2lpy0uM2s5WKxzZja7dfBUXkpZL+6Kmk/2EhIx9eQNwlJ2Jy/PebXLa/5lA1BRXNfG+WbyYG/RHbiNmz0URG0vD6Gx7n9PvrXGhb9w0iIoKEG127cfYmkM5bd9i2ZTMPnDeBkvp2dpU2dj9uqe+k4rEtNK7qm85sqW6n6unttO9yr0Ls71YVYLbaeODcCV4t7lQrtsO+41faia+zoABLZSUJt96qeO1Of7oG9mZqRixzcxJ45dvi7tROKSW1L+5DdtpXE1ZOs5FwxTiEVoPQCDRhOqIWjCT5h3bbAmmy0vhx/2sClm8rw6DTcKcPhnnAP7EVBgPx111L+9atmA4f9mhff+iVXV20fPUVETOme+TNE0jnrTuYTCbOmpSKTiN45kv7cemqaqPyia1Ym068l/grxxF/5Th0iSe8curfOkh7fk2fNnvS2WXlg13lnDkxlbk57q/SdaVVDYZ9x680dc89B0DUotP8rER9rp83ihaThY/3VADQWVCH+VgTAIm3TqZ1ZP9XscZRMSRcZ3fXbF1XTnv+yVdJpfXtfLK3krMnpRKm966WbqATf/31ANQ//4KflQxO26bN9rkrhYp9BDIjYsO5Zm4m6w7XUlfbTtWfT0zCx5yVRfpjC4mcnUrk7FTS7p/DiF+dqD5W/+YBTCXNLtt+cvVBTBab6plq3jDsO/6FC5WxUwCw1NXRuu4bYi+/HP1I5bNQlNSqBBdPH0l6XDjPfFmIqc1M3av2pe5xl44lfHzCgHojpiUTvdS+1L/+zYNY6k5UpXKuDP7Z2d5bWbuLv2KrT0sj5sILaVq1Cmtjo9v7+VqvlJL6115FExFBtIdzV4F23g6GU+9lMzOw2STlz+7sfi7tF3OJOWNUn1/z2mgD6f/vVDQRdl/Lmn/kY2nqezVus0ne3VHG3JwEFo9LVkyr0gz7jv+QAtWQnFQ/+RTSaiXhhusVa7MnSmpVAiEEdy0eTXljB2V/s384DKOiiZpvX2E7mN7Ys7OJmG1Pd619eR9SSpo7u3hzSwmnjEkc0oKWoeLP2CbcfDPYbFT/+S9u7+NrvR27dtG2dh0Jt9zs8Ur0QDtvB8Opd3ZWPD/JTCKhw56EkHZ/Hro41+9d6DSkPXBiJXPlY1uwmU7O+Hnp2yIa2ru4ft4oRbUqzbDv+Kur3ZuMGQxrSwvNn3xCzPnnubWacSgopVVJrpydyTSdHmOjvYhF0h0nyiG6ozf+Urs/iqW6g859dfzl88N0WSU/O8d3V/vg39iGTZlMzMUX0fjOO3S5WbTE13rrX3gRdDr7l5SHBOJ5OxBOvZb6Ti4vtZ/Xm+YmokscvP6txqgj7ecnOv+af+7unrhvN1v459ojjEmO5BKFrMXViu2w7/iVou7555GdncQPE0M2dwnTanjWYv9AVF6Qhcbg2Zi80Gu6J3vrXtvP+xuLmJeT4FWKW7AhhCD5x/8HQM1f/upnNX0xl5XR8vnnxF12KdpY92oxBDs2s5XKJ7YCsDpc8lxRDVY3Fx7qEsJIe3AuAF2VbbRvrwLgg53HqWkx8YMlY9URrSDDvuOfMmWK122Yy8ppePMtIk89VdVKW0poVZqG5QcRwEYsPLKz+KTn3NVrHBVD+FS7D89PbGHcd9Y4xTOiBsPfsTVkpBN/7bU0rVqFubh40O19qbfyN78FrZbEu+4e0v7+jq2nTJkyhepndwEQNiEBy5J0CqtbWZnvesFib3SxRpLutP/6bXjnMI11Hfz+wwLGJEfyvVnKrUtRK7bDvuNXIh2q/pWXsbW0kHL/zxRQ5JpAS4tr31ND+y576lrJwlT2HG9mb3lT9/Oe6G09xz7RuxQ90/zwNgMhtol33I4wGql++s+DbusrvZ3799P27bck3nkHhoyhdViBEFtP6NxQiaWqHWHUknjjJL6/aDQp0UZe3VjskWtn2Jg4IuekAVD1zA46uqxe5+33JpTOOUQOe5g/3ZvOAwdoePU1opYsIWyCsgXAe+OtViWxtXdR//oBAFL+bxbXLMwhwqDlVx/s7d7GE71Pf3GYu2kDoO7lAmwdvvVED4TY6tPSSLjhBlpWr6Zp1YcDbusrvVV/eAz0eq+GMAMhtu7SVdsBG+3OnGk/y0NoBUII7jgthx0ljaza7drGoT/iLrUvWIw02XgoKoazJinr3aVWbId9x+8N0mym4re/Rej1pD38W3/L8Sn1b9uzCWIvHI1hRCTpceHcd9Y48ksbu/P63WV7cQMrdh1nypyRRJ9hz3ao/ucupSUHBUk//AFh06ZR+dvfYjoyuPW1mjR/upr2rVtJXrYM/QjvayHYzFZMxc20ba2kddNxOgrqfP4FPxj1b9hTkpPumII2+sQitTsWjiYjPpxHP9qPyeJ+uUOh1fDkaHs757bSPd4f6Az7YuuZg5SNG4jqv/6VzvzdpDzwAHoFCx7bTFasDZ2Yy1qwNJjQhOswjIwic0Rg+Jp3HKin80A9xtGxRC888fP/+nlZ/GvdUf78+SGWTkhxK7Zmi41ff7CXaKOOn549nphIAx17a7FUtdO0uojYc7JVfCcn8OY8UBJNWBgZf36aY5d/j9If/JCcd99BG9236pjaei0NDVQ99hj69HQSbrxhyO1Iq43sxniO/2EztmZzv9sIg4bYC0YTOSsVoffPtaa0SRpXFNJ1vA3rxAjCxsaf9LxGI7j/nPH831u7+OeaI9x7pntFU1bvq+SDo7WMmZnJZTubaHjnMNpoA2HjvVux60St80B4UxfUV+Tl5clt27YNad/W1tYhOdw1f/wx5ff9lKglS8j45z+8Hrez1HXQ9HkxHbtrYYDsAU2knvApiUSdloE+afD0MqUxl7dS7cjZH/Hr+WgjTy58/v7OMn7yv3yunZvJr84ePWhs//7VYZ787BAPnjeBuxbbfxbb2rs4/ju7j0/S7VMIy40fqAlFcOc8kFaJrb0L2WUf55VmKwjQJYYjdMp2WC1r1lB29w+ImDuXzP/+B00vi4ShnrfuIM1mSu++m7ZvN5L5n38TdZrnq9Bll5WmT4to3XDy0Ig+LQJtXBiacB1dVW10HW876fnIOWnEnJOFNsp9SwglaHj/MG2bK9HGG4n6/gSi42P6bGOzSS77xwZ2lzfx1U+XkDPIOpMOs5W5f/gCvVbDl/ctJqK2k5p/5gOQcs8MDBnelxH15jwQQmyXUvbr8jbsO/41a9awZMkSj/Zp/WY9ZcuWYRg9muw3XkcTMTQvbWm10br+OK0bj2NtPDFJI/QadInh6FLC0cYZsTWbsTSYMBefvAzcOC6emKWZGLJifJIF01XTTs1z+djaLCTePInwiYn9bvfjN3eyMv84d0418Kvrz3LZ3t7yJi55dgPTMmJ57wennPQezMdbqX7G/gWT8uOZGEaqa+3b+zyQVhtdVe107K7BfLwN05FGsA7+WTDkxGDIiCZiejL6kVEIzdCPS/3LL1P12ONELjqNjL/97aSFU0M5b91B2mxUPPhLmlasIPWXD5Jw002e7S8l7btqaFp1pNuor3mkjfG3n9LnIsFJV1UbLV+XdicKoIHY80cTNX+E4l+o/elt/ryYlq9K0WdEkfLDGaxdt9ZlbAurWznrz2sZnRTJ6nsXodP2r89mkyx7Ywef7K3kldvmssixSrfjYD11L+4DIPkH0zFm9f2C8QRvzoOBOv5hP9TjKQ1v/Y/KRx/FkDWKUf/595A6fWuzmZYN5bRuKAeLvTPRp0cRNX8EEbNTXXYWa9asYdGChXQeqKflm3JMhxqoOdSANtZI5Nw0IuePcPnh8pau6naq/7ELabKScP0El50+wB+/N41jtW28sLeJ04/U9lsysaKpg2v+vYkwnYZnrpnZ54vLMDKKxJsmUff6fqr/tpPE6ycSPkW90osAlsZOOvfXYzrWROfBBqSp71iuNs6INsYAGoG12QxWW4+/JeZjzZiPNdP6TTnCoME4Jo6wcfGETUwccNVnfyTcfDPSYqH6T09y7NLLGPnYHwifMUOhd9sXabNR+cjvaFqxgsQ7bve40+8sbKD58xL7BYpOQ9TiDGLPyaZw3VomDXBe6lMjSbhmAvFXj6ft2+M0fVpE04dHaVlTSvSiDCLnj/B4fYi7tHxZcqLTv2vaoF/UY1Oi+O2Fk3h4VQHX/Wczr985D30/nf/vPyrgk72V3Lwgq7vTBwgfn0DiDROpe20/Nf/MJ2pROrHn5fg8fXkwVL3iF0KcC/wV0AL/lVI+3ut5I/AKMBuoA66WUhb1bsebK/4dO3Ywa9asQbczFxdT9cSfaP3yS8JnzCD9mb96NK4vrZLO/XW0baui84C98IY2IYyoeWlEzhuBJmzw79jeWq0tZtq2VNKeX4Oluh00gsjZqYRNTCAsN16x8dLOwgbq3ziAzWwj+c6pbl2lVDV3cu7TX9NhhRdunsMpY0902tuK6ln2xg7qWs289f355GW7Hu/sqmyj5j97sLV12T8k5+Z4dRXdE2mxYS5vxXSsibotJejrHal6WoF+RCS6hDDCpyTZYxmmHfTDKS02bB0WOg81YDrSSNfxNroqTwxl6FIjCJuQQNiYOAzZMW53Zs2rP6Py97/HWltL7KWXkvzjH7GnstKt89ZdzMXFlN//czp37ybhtttIuf9nbndG5rIWmlYXYTrcCFpB1PwRxJydhcZoP6fd/Yw5sZmtdOTX0LKmFEtdJyJMS/SiDKLmj0ATocyFjaXRRNPHR+nYXYtxXDxJt0zuPq8G0yul5M9fHOaZLw9z6thE/nH9bGLD7bo6zFZ+vWIv72wv46xJqfzrhtlo+jlfTceaqHvzALZmM9qEMOIvGYNxXLzHXwCexrYnfhnqEUJogUPAWUAZsBW4VkpZ0GObHwLTpJR3CyGuAS6TUvbJK/Om4x8I2dVF+/YdNL7zDs2ffIIwGEi4+SaS7roLTfjA4+vOoQJzSQumoiZMhxrsP311GiKmJBI5bwTGHGVWQUopMR9romX9cToP1YNFIgxawibEEzY+Af3IKPRJYQgPnC6llJiONtG2qYKOPbVoE8JIunkS+lT3/XP2ljdx3X820dxpYWp6LJNHxnCsto3Nx+qJMur423UzOX384F+etvYu6t44gKmwEW1CGDGnZxI2KdGjXzfSasNS20FXdQddFa2Yi5oxlbSAoxiMLiWcsHEJhE9KsA+dufgJ7ymyy0rnEfvx7zzcgKXGYUanFRgyozFmx2LIiEKXEoEuMczl61pbWqj5299oePMtkJKYs88m8rTTiJgzB336yCFdMUop6czPp+Ht5TStWoUAUh78BfHXXjtoe9YmEx0H62nfUY25qNne4Z86kuhFGYqNz0spMR1upPmrku7XMGbHEDYxkbDx8eiSwj1+35a6Dlq/PU7r5kqw2Yg6LYPYs7MRWs/j9/gnB3hurT3zatG4ZGLD9azKt89pXDR9JE9fNb3fXwPd788maVlbSvOXJWCR6FLCCZ+UhGFUNPqRkWhjjIpd5PSHvzr+BcDDUspzHPcfBJBSPtZjm9WObTYKIXRAJZAse4kaasf/3tPfx2a1otGcODjCBsJmA6tEOIZhECCNOmxhetBqEM4HASFBINBKLRqpRSu16LD/LRzbWIUVkzDRrm2nQ9vGUCPa1dWFXj9wZ6dBg8FqIMIWSbgtHK080dlbRBcWYcEirNiwIYUNm7AhkYBAIwUCDVqpIdwWgVZqkUhadC00a5uwCfcXrzj16vR62k0WTBYbNikRQmDQaYg06PD0nI60RhFniet+T2ZhokvThVX0HJKxvw8NGjRSg3D8r5O67uNh39dMp8aEWdOJSdNJp8U0aGyVQCu1GG1GjLYwjDYjeqk/SZdN2LD/s9r/dt53/I/Nhui0ILosYAOQIARoNUgNSCHs952ntLNp50lnk/Y7Vomw2NtDgDTosUXokBpNj42dTdhjqEGgs+kxSAM6ab+atwgLrdpW2rQtWF2cH+6ct4NhlEbCrRGEW8PRS3tbVmHFggWrsGITVsf/9vNZOt6DQKCTOnQ2Awap79bdpm2jSdeIRfRNJ/VEb5fVRpvJglXav6h0Wg0Rei0GD+YmNFJDtDWGCGtE93sDkEjHZ87+biSyR99jf8xqg3N/8lh/zQ6Kv8b404GepezLgHmutpFSWoQQTUAiUNtzo4qKCsaPt5t6GY1Gbr31VmbOnAlAYmIikydPZt26dQDodDoWLlzIjh07iJq6Fq1WnTzi3h8Bo+Omfn7KyZzcJYLecfNk30jHLVBw6tI6bu7Q+3hoCYz31V9XKfDsvfkD5zEQQLTj5uvXBnsH5Ukn5dw3zHELNFytEBBA7+skAVjMYaxZcw6jR48mOjqa/Hx71pCrfu+hhx5i+fLlziZcTpqpecV/BXCulPIOx/0bgXlSynt6bLPXsU2Z4/4RxzYndfxDveL/4j+P0tDcSFx8HGi19qskre7kT1yPaJ8cCWm/UgKkRvpkqVtNTS3JyQpOcNpAY9UgJEgBUmNDauh7hg0RxfWqSMBrlSCsJw5MbV0tyQk99Yoem0qwWMFiRdik/Spfp3Gc49qThzX6+3h3P2bfTmokUus4N4aAz2Lb43zGJpw/x7HqbR6d0wF/LvSgrraB6+8Mriv+cqDn6oMMx2P9bVPmGOqJxT7Jqwhn3vkrbDbbSUM9gUwwaYXg0htMWiG49AaTVgguvTabZ8Ov7qLmu98K5AohcoQQBuAaYGWvbVYCTgPwK4Cveo/ve8u+ffuUbE5VgkkrBJfeYNIKwaU3mLRCcOlVS6tqV/yOMft7gNXYB1dekFLuE0L8DtgmpVwJPA+8KoQoBOqxfzkoSl2dYj8gVCeYtEJw6Q0mrRBceoNJKwSXXrW0qrqAS0r5MfBxr8d+0+PvTuBKNTWECBEiRIiTCY6BLi+YPn26vyW4TTBpheDSG0xaIbj0BpNWCC69amkd9h3/v/71L39LcJtg0grBpTeYtEJw6Q0mrRBcetXSOuxN2saPH8/BgwcVVqQOwaQVgktvMGmF4NIbTFohuPR6o3WgdM5hf8UfIkSIECFOJiiu+IUQNcDgFar7J4leK4EDmGDSCsGlN5i0QnDpDSatEFx6vdGaJaVM7u+JoOj4Q4QIESKEcoSGekKECBHiO0ao4w8RIkSI7xjDtuMXQpwrhDgohCgUQvzC33oGQwhRJITYI4TYJYRQvviAlwghXhBCVDuM9ZyPJQghPhdCHHb872tz0n5xofVhIUS5I767hBDn+1OjEyFEphDiayFEgRBinxDi/xyPB2psXekNuPgKIcKEEFuEEPkOrY84Hs8RQmx29A3/c1jKBKrWl4QQx3rEdYYirzccx/jdKQITaAghioC83s6kgYIQYhHQCrwipZzieOwJoF5K+bjjyzVeSvmAP3U6dPWn9WGgVUr5pD+19UYIMQIYIaXcIYSIBrYDlwK3EJixdaX3KgIsvsJexSVSStkqhNAD64H/A+4D3pNSviWEeA7Il1L+M0C13g18KKV8R8nXG65X/HOBQinlUSmlGXgLuMTPmoIaKeU67H5KPbkEeNnx98vYOwC/40JrQCKlrJBS7nD83QLsx16nIlBj60pvwCHttDruOktVSGAp4OxIAyK2A2hVheHa8fdXBCYgT84eSOAzIcR2IcT3/S3GTVKllBWOvyuBVH+KcYN7hBC7HUNBATF00hMhRDYwE9hMEMS2l14IwPgKIbRCiF1ANfA5cARolFI6KzQFTN/QW6uU0hnXRx1x/bOw1yn3muHa8QcjC6WUs4DzgGWO4YqgwWGnHcjjhv8ExgAzgArgKb+q6YUQIgp4F7hXStnc87lAjG0/egMyvlJKq5RyBvZ6IHOBCf5V5JreWoUQU4AHsWueAyQAigz3DdeO350iMAGFlLLc8X818D72kzTQqXKM+TrHfqv9rMclUsoqxwfLBvyHAIqvY0z3XeB1KeV7jocDNrb96Q3k+AJIKRuBr4EFQJyj8BMEYN/QQ+u5jqE1KaU0AS+iUFyHa8fvThGYgEEIEemYKEMIEQmcDewdeK+AoGchnZuBFX7UMiDOTtTBZQRIfB2Tes8D+6WUT/d4KiBj60pvIMZXCJEshIhz/B2OPdljP/ZO9QrHZgERWxdaD/T48hfY5yIUieuwzOoBcKST/YUTRWAe9a8i1wghRmO/ygd7jYQ3Ak2vEOJNYAn2JeRVwG+BD4C3gVHYLTWuklL6fVLVhdYl2IchJFAE3NVjDN1vCCEWAt8AezhRm/2X2MfNAzG2rvReS4DFVwgxDfvkrRb7Re7bUsrfOT5vb2EfOtkJ3OC4ovYbA2j9CkjGXlV4F3B3j0ngob/ecO34Q4QIESJE/wzXoZ4QIUKECOGCUMcfIkSIEN8xQh1/iBAhQnzHCHX8IUKECPEdI9TxhwgRIsR3jFDHHyJEiBDfMUIdf4hhjRAisYelbWUP6+BWIcQ/VHg9p43u3UPc/2uHtn6LZIcIoQS6wTcJESJ4kVLWYV9Y5Etr5vuHaqMrpTxdCLFGYT0hQpxE6Io/xHcSIcQSIcSHjr8fFkK8LIT4RghRLIS4XAjxhLAXxvnU4U2DEGK2EGKtw0F1dS+bAlev85IQ4hkhxLdCiKNCiCscj48QQqxz/PrYK4Q4Td13HCLECUIdf4gQdsZg92m/GHgN+FpKORXoAC5wdP5/A66QUs4GXgDctdUYASwELgQedzx2HbDa4cY4Hfty/BAhfEJoqCdECDufSCm7hBB7sPulfOp4fA+QDYwHpgCf2/2y0GK3H3aHDxyulQVCCKev/lbgBccXygdSyl2KvIsQIdwgdMUfIoQdE4Cjg+6SJ0ysbNgvkASwT0o5w3GbKqU825O2HQjH66wDFmG3BH5JCHGTEm8iRAh3CHX8IUK4x0EgWQixAOye9EKIyUNtTAiRBVRJKf8D/BeYpYzMECEGJzTUEyKEG0gpzY6J2WeEELHYPzt/AfYNscklwP1CiC7sheFDV/whfEbIljlECAURQrwEfDjUdE5HG2uAn0kptymlK0SInoSGekKEUJYm4PfeLOACRgNdiqoKEaIHoSv+ECFChPiOEbriDxEiRIjvGKGOP0SIECG+Y4Q6/hAhQoT4jhHq+EOECBHiO0ao4w8RIkSI7xj/HwjGPRiE0ZLRAAAAAElFTkSuQmCC", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -1206,16 +1206,22 @@ "execution_count": 36, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -1290,16 +1296,20 @@ "name": "stdout", "output_type": "stream", "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "Initial state not specified. Using ground state as the initial state.\n", + "You can use model.set_init_state() method to set the initial state.\n", "Result from unoptimized gates:\n", - "{'(0, 0)': 0.25564163151484814,\n", - " '(0, 1)': 2.1125507045498758e-10,\n", - " '(0, 2)': 2.6330827840237837e-13,\n", - " '(1, 0)': 0.7425758422840213,\n", - " '(1, 1)': 2.086397385597727e-08,\n", - " '(1, 2)': 5.606995948794805e-13,\n", - " '(2, 0)': 0.0017824269700961683,\n", - " '(2, 1)': 7.814996380566825e-08,\n", - " '(2, 2)': 4.975027457078007e-12}\n" + "{'(0, 0)': 0.25564163151485947,\n", + " '(0, 1)': 2.1125507043826432e-10,\n", + " '(0, 2)': 2.633082783710332e-13,\n", + " '(1, 0)': 0.7425758422840096,\n", + " '(1, 1)': 2.0863973855951392e-08,\n", + " '(1, 2)': 5.606995949305385e-13,\n", + " '(2, 0)': 0.0017824269700983486,\n", + " '(2, 1)': 7.814996380583065e-08,\n", + " '(2, 2)': 4.975027456967297e-12}\n" ] } ], @@ -1318,9 +1328,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "execution_count": 40, @@ -1483,7 +1493,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "C3:STATUS:Saving as: /tmp/tmpewsf99ul/c3logs/better_X90/2022_05_18_T_11_36_16/open_loop.c3log\n" + "C3:STATUS:Saving as: /var/folders/z_/6s4ntyps5lsb232v7f82201r0000gn/T/tmp5_xley_l/c3logs/better_X90/2024_03_05_T_11_35_44/open_loop.c3log\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" ] } ], @@ -1506,7 +1527,7 @@ { "data": { "text/plain": [ - "0.000826" + "0.0008261762750439994" ] }, "execution_count": 47, @@ -1530,16 +1551,22 @@ "execution_count": 48, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -1552,16 +1579,22 @@ "execution_count": 49, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n" + ] + }, { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -1587,7 +1620,7 @@ "text": [ "rx90p[0]-d1-gauss-amp : 376.098 mV \n", "rx90p[0]-d1-gauss-freq_offset : -52.983 MHz 2pi \n", - "rx90p[0]-d1-gauss-xy_angle : 27.935 mrad \n", + "rx90p[0]-d1-gauss-xy_angle : -27.935 mrad \n", "rx90p[0]-d1-gauss-delta : -1.005 \n", "rx90p[0]-d1-carrier-framechange : 56.502 mrad \n", "\n" @@ -1607,16 +1640,18 @@ "name": "stdout", "output_type": "stream", "text": [ + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", + "WARNING:tensorflow:You are casting an input of type complex128 to an incompatible dtype float64. This will discard the imaginary part and may not be what you intended.\n", "Result from optimized gates:\n", - "{'(0, 0)': 0.49889694269522167,\n", - " '(0, 1)': 8.662999583880231e-11,\n", - " '(0, 2)': 5.792049642788149e-14,\n", - " '(1, 0)': 0.5002218624623487,\n", - " '(1, 1)': 8.895108536159594e-09,\n", - " '(1, 2)': 1.1077361548727307e-13,\n", - " '(2, 0)': 0.0008811730656555572,\n", - " '(2, 1)': 1.2794339994148732e-08,\n", - " '(2, 2)': 5.332971334168871e-13}\n" + "{'(0, 0)': 0.49889694269524165,\n", + " '(0, 1)': 8.662999582668671e-11,\n", + " '(0, 2)': 5.79204964158543e-14,\n", + " '(1, 0)': 0.5002218624622995,\n", + " '(1, 1)': 8.895108536149615e-09,\n", + " '(1, 2)': 1.1077361550516609e-13,\n", + " '(2, 0)': 0.0008811730656563314,\n", + " '(2, 1)': 1.2794339994193428e-08,\n", + " '(2, 2)': 5.33297133421133e-13}\n" ] } ], @@ -1635,9 +1670,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "execution_count": 52, @@ -1669,7 +1704,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.11.7" } }, "nbformat": 4, From 84b5e2d20ac67a11879d8d1fd60ad877221c9777 Mon Sep 17 00:00:00 2001 From: Frank Harkins Date: Tue, 5 Mar 2024 12:46:48 +0000 Subject: [PATCH 4/4] Update CHANGELOG --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 04124e3a..54cbe06a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -25,6 +25,7 @@ This Changelog tracks all past changes to this project as well as details about - `fixed` bug in Instruction where ideal gate's weren't properly set #229 - `fixed` wrong direction of rotations on bloch sphere #231 - `fixed` error is raised if optimizer gives OOB results #235 +- `changed` Qiskit version to >= 1.0 ## Version `1.4` - 23 Dec 2021